{
"cells": [
{
"cell_type": "markdown",
"id": "678b3a6c",
"metadata": {},
"source": [
"# Using Muldoon"
]
},
{
"cell_type": "markdown",
"id": "c20ee303",
"metadata": {},
"source": [
"Here are some examples for how to use some of the functionality of Muldoon."
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "f5ab7251",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The autoreload extension is already loaded. To reload it, use:\n",
" %reload_ext autoreload\n"
]
}
],
"source": [
"%matplotlib inline\n",
"%config InlineBackend.figure_format='retina'\n",
"%load_ext autoreload\n",
"%autoreload 2\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from numpy.random import normal\n",
"\n",
"from scipy.stats import median_abs_deviation as mad\n",
"\n",
"from muldoon.met_timeseries import MetTimeseries, PressureTimeseries, TemperatureTimeseries\n",
"from muldoon.utils import modified_lorentzian, fit_vortex, write_out_plot_data\n",
"from muldoon.read_data import *\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "e1662184",
"metadata": {},
"source": [
"## Make Seconds Since Midnight Plot"
]
},
{
"cell_type": "code",
"execution_count": 42,
"id": "691090a7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing file: WE__0089___________DER_PS__________________P01.CSV\n",
"===================================================================\n"
]
},
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 454,
"width": 592
}
},
"output_type": "display_data"
}
],
"source": [
"filename=\"WE__0089___________DER_PS__________________P01.CSV\"\n",
"time = make_seconds_since_midnight(filename)\n",
"plt.title(\"Demo: Make Seconds Since Midnight\")\n",
"plt.xlabel(\"Item Number\")\n",
"plt.ylabel(\"Time (Hours)\")\n",
"plt.plot(time)"
]
},
{
"cell_type": "markdown",
"id": "ff52888d",
"metadata": {},
"source": [
"## Read Data Function"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "e341b082",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_calibrated_env/sol_0000_0089/sol_0010/WE__0010___________CAL_ATS_________________P01.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n",
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0000_0089/sol_0001/WE__0001___________DER_PS__________________P02.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n",
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0180_0299/sol_0190/WE__0190___________DER_WS__________________P02.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 814,
"width": 889
}
},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10,10))\n",
"ax = fig.add_subplot(111)\n",
"ax2 = ax.twinx()\n",
"\n",
"# Read Temperature (ATS) Data\n",
"ATSfilename='https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_calibrated_env/sol_0000_0089/sol_0010/WE__0010___________CAL_ATS_________________P01.xml'\n",
"temperature_time, temperature = read_Perseverance_ATS_data(ATSfilename, which_ATS=1, end=5)\n",
"ax.scatter(temperature_time, temperature)\n",
"\n",
"# Read Pressure (PS) Data\n",
"PSfilename=\"https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0000_0089/sol_0001/WE__0001___________DER_PS__________________P02.xml\"\n",
"pressure_time, pressure = read_Perseverance_PS_data(PSfilename, end=5)\n",
"ax2.scatter(pressure_time, pressure, color='orange')\n",
"\n",
"# Read Wind (WS) Data\n",
"WSfilename='https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0180_0299/sol_0190/WE__0190___________DER_WS__________________P02.xml'\n",
"wind_time, wind = read_Perseverance_WS_data(WSfilename, end=5)\n",
"ax2.scatter(wind_time, wind, color='red')"
]
},
{
"cell_type": "markdown",
"id": "f13527f1",
"metadata": {},
"source": [
"## Plot Data Function "
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "e11535b6",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_calibrated_env/sol_0000_0089/sol_0010/WE__0010___________CAL_ATS_________________P01.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 453,
"width": 585
}
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0000_0089/sol_0001/WE__0001___________DER_PS__________________P02.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n"
]
},
{
"data": {
"image/png": 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MYnVrXFkjezdxXr+sdQ1JUsPRc60qyTB5w7aD5ZU23tnsXD0z+09d3baWIiNYEwkAAAAgONGRBPglNIKNAe1rW12C32w2m+yh8XL77PTZbCWfYV4SAAAAgOBFkAR4yJfB2cEybPufV7awugRDhMMsqohg+aIBAAAAABcIkoAwULdSvD68raPVZfjFZguV/i//BDJHCoNcDgAAAIDBCJIAP+R/EA+WD+TFlRHqnS6ledh2QSH+NgEAAAAo5QiSAA/Z5P0nfF8eY5aoyOCpxRcHTpzV+4t2Wl2G6UI98IN3lu08ph6v/KzOL/6ob9YnWV0OAAAAUCKCJCBMlIaA4qNfdltdgulC/12CN5755k8lnTqrY6lZenLWRmVk51pdEgAAAFAsgiTAD/krra5xcVa02KgINa1eLrAFFYNTylvD2wHhpSHwg2cyc3K162ia83paVq6W7jxmYUUAAABAyQiSAA8V9/m+WkKsHu9b+MxoLwxso5io4PkWiySgsITdy7lOnrxNGxNP68q3flH3fy/U1+sSi902HM50F6pcvTW8XQAAAAh2UVYXAJQW91/SVPf0bKxcu0ORETZFRwY+RCruQ2gEHUmWyAtyPH/tbR4kSWO+3aSth1MkSU/M3KjLWtVQQly0m+N7fGgAAAAAKFHwtEsAIejcD+nRkRGKi460JEQqSRRBkiXO7UgqqUPIk46kNftOOi9n5dg1Z8PBYo5PkgQAAADAOMH3aRcIUqEew9CRZA2HzA9ynvr6T+08kuLm+O4FojYAAAAApQtBEuCHUPogzowka5zbEGRWg9DYbzd7dHwAAAAA8AdBEuChepXji9zWsEpZCyopjvvUgLO2WSNQQc6vO1yf7SuUwk4AAAAAwY8gCfBQXHSknrumtSIjbIqMsOmZ/q0VFx1pdVke47Ty1jh3RlEgYp0Fmw7r6rd/1e2f/q59x9MDcEQAAAAA4YKztgFeuKNHI13boY4kqXLZGIur8U5UpPFB0gsD22jP0TR9tnSP4fsuLYoESSa3KKVkZOuBqeuUlWuXJD37zZ+mHg8AAABAeKEjCfBS5bIxIRciSeZ0JNVIiNXV7Woavt/SJNALy2asSXSGSJK0YvcJt9syPwkAAACAtwiSgDBhxowkm82m9nUrqneLaobvu7Rw2M+5bvLx0rNyTT6CMbYePqPbP/1dt/xvhTYmnra6nKDBClQAAAAEO4IkIITUqVhGSx7vrWf7t3Z5f3EdJmadtS0qMkLjh3fRDw/3NGX/oS6Yh11bGVo8MHWdft1xTMt2Hdd9U9aYvuQvGIXhUwYAAEApQJAEhJAq5WLUoEpZtwFA0+rl3D42woTv9vwybDabWtRMMP4ApYD9nLDAzPDAfu7BSmBVkHHo9FntPJLqvJ506qy2HEqxphgAAAAAXiFIAkqJERc3UsV497ObosxIklCiczttzOxQyg2RFpec3KJ1ZufaXWxZugVztxoAAADgDp8sgVLin1e2LPZ+E0YkwQNeNgmVqLglYLnediT5W4yBgqkWAAAAAO6FZZDUu3dv2Ww2r/4tXry40D7sdrs2b96sCRMmaNSoUerSpYtiY2Pdbm9ELf5YvHixx8cZM2aMX8eC+Vx9NZT4FWJCkMRg4JKd23Xib9NQcY+3h0hHEvLwdgEAACAURVldQCiIiIhQs2bNCt02efJkDR8+3JqCABf8DRthDm/DglfmbdWz/VsrLjrS9f6Keay3HUn5XzG5doc+XLJL6/af1OWta+imzvUC/vUUjsO2AQAAgFAUlkHS+PHjlZaWVuw2mzdv1uDBgyVJffr0UZ06dQrdX/BDT3R0tNq2bavs7Gxt3LjRp5o6d+6s8ePH+/RYb3322Wfq0qWL2/urV68ekDrgvYLDrYNBkJQR1LztEpr6+35Vjo/RY31buLy/uMDF7uWYofw9fbFqv17/YZsk6actR1Svcry6N6nq3c684OrrJhxjpHB8zgAAAAh9YRkkNWrUqMRtJk+e7Lw8dOjQIve3bt1ab7/9trp06aIOHTooLi5OY8aM8TlIKlu2rNq0aePTY73VqFGjgB0Lxirug2dJmU75uGgjS4GHzs19PMmV3l20032QVMzjcrxNkv7y1Nd/Frr+r1kbteTxS3zalyeCJQi1Gl1YAAAACEVhGSSVxG636/PPP5cklStXTtdff32Rbbp27aquXbsGujTArZI+m8dFR2pU7yZ6f/Eu445pxuClUsbXuUUZ2bl69+ed2nciXbd3a6CujSpLKj6IMuqsbfuOpxe5LTMnV+8t2qXdR1N1S9f66t7U2I4lI0pPzczRWz9u19HUTI24uLHa1Kng/04BAAAAFEKQ5MLChQuVlJQkSbrhhhsUHx9vcUVAnr+Xtvn2+H9e2VKXt66hpFNnJUmV4mN0PC1LD01b519BcKtIR5KHC5r+88M2ffLbHknS9xsPacW/+qhaQmyxj/exIckjby/cofcW5YWQczce0tInLlXtimV82pdZXzbPfvOnZq3N+9n94+ZkrXn6cpWJcT1rKhjQjwQAAIBQFJZnbSvJpEmTnJddLWsDgpGny4XOr19J/dvVVv92tdWjaVX1Pa+GyZWFN1+WtklyhkhS3jDs9xfvLPHxRnUkuZIfIuXX8PbCHaYdy1f5IZIkpWfl6qvVByysBgAAACid6Eg6R2pqqr7++mtJUoMGDdS7d++AHHfr1q264IILtG3bNmVkZKhq1arq1KmTBg0apCFDhig62rj5Nk899ZQSExN1+PBhxcfHq2HDhurdu7dGjhyp5s2b+7XvxMTEYu8/dOiQX/tHHiM7OmKjInXXRY30aYHgwoo6SitPO5BK8vW6JKVm5KheZfcdknYvz9rmT+6093jxJyzwnvEh2JGUDMP3aSRGJAEAACAUESSdY+bMmc4zut12220BGwqbnJys5ORk5/WkpCQlJSVpzpw5evXVVzVjxgy1atXKkGMtW7bMeTkrK0vr16/X+vXr9fbbb+uZZ57Rc8895/PzrlevniE1ogQGf10+fXUr9WlVXfuOp+tEWpbzDF7w37nZjq/Zwan0bE1fU3xQm+NlkOQPf+ZjBWrWNkENAAAAYDyCpHMEellbRESE+vTpo379+ql9+/aqUqWKUlJStHbtWn300UfasmWLNm/erEsuuUQrV65U/fr1fT5WrVq1dP311+uiiy5S48aNFRUVpf379+u7777TpEmTlJ2drbFjxyorK0svv/yygc8Swc5ms6l7k6rq3iTvuqdBEmffKpmvw7Z9ketlkOTP28dbbwAXbxevKwAAAIIdQVIBiYmJWrx4sSSpW7dufi/z8sSsWbNUsWLFIrdffPHFGjVqlEaMGKGJEycqOTlZDz/8sGbNmuXTcbp06aJ9+/YVWSLXsWNHDRw4UPfcc4+uuOIKnT59Wq+88ooGDx6s9u3be32cAweKn0ly6NAhznZngGD5rBksdQSzojOSzAuWvA2t/CnF6MDDjJelNDUkpWXm6KMlu3Q2O1cjLm6s6uXjrC4JAAAAYYph2wVMmTJF9r9OezRs2LCAHNNViJQvOjpan3zyiVq0aCFJ+vrrr51nk/NW2bJli52z1LVrV7377ruS8j7o5l/2Vt26dYv9V6tWLZ/2C4Sqc4MjM8MNbzuS/OHX0jYiSEnezc/6vy/W6e2fd+p/v+7RzR+vMDWQBAAAAIpDkFTA5MmTJUmxsbEaPHiwxdXkiYqK0l133eW8vmTJEtOOdfPNN6t8+fKmHwelR/1iBj8jTyA/7gc0SCILChi73aGfthxxXt99LE1r9p20sCIAAACEM4Kkv6xevVqbN2+WJPXv31+VKlWyuKK/tW7d2nnZ144kT0RFRTmX85l5HPjhr0/vwfAhvlfzampYtazVZQS9c5ebmdlIkpGdq09+3W3eAUxkxssS7E07/tR3JCWzyG2n0rP05o/b9d6inTqbletHZQAAAIB7zEj6S8Eh24Fa1uapQA40ZngyPPHm4Pa6um1tq8sICUXCAhPDjdGzNupkerZ5ByjAn58V3izpgusvGVfzsG753+/afOiMJGnd/lP6ZFhnkysDAABAOKIjSVJ2dra++OILSVK1atV01VVXWVxRYfmdUpJUu7Z5H95zcnK0fft2048D3/VoUkWS9TNmrju/rmKi+PHhiUCetW3nkVSvtvcn0AmFyDnYAytPq3M1D+ncVYybDp52hkiS9NOWZGXm0JUEAAAA49GRJGnevHk6evSoJOmWW25RVFTwvCw5OTn67LPPnNd79uxp2rG+/PJLnT59WpLUq1cv044Dz712Qzv9c8YfkqQKZaI14uLGFlcEbxU5a1uQhxue8qYh6Y/EU7p38hrVrlhGl7asrh83JxfZJliWoR08dVYz1iSqTsUyur5jnaDt0rSfkyQdOVN0qVsgZ2YBAAAgfARPYmKhgsvahg4dGrDjLlq0SOeff77bM7dlZ2drxIgR2rJliyTpmmuuUb169Ypst3fvXjVq1EhSXgC0ePHiQvefPHlSGzZsUO/evd3WsnLlSj3wwAOS8pasjBw50vsnBMPd1LmeapSP064jqbqyTU1VKhtjdUnw0i87jqpNnQpWl2GZHckpGvDuUknSodMZQT0kOj0rR1e//atzeWDSqbN6qE8z047n6ZnXPFna5iqgjAjSEAwAAAChLeyDpJMnT+q7776TJLVp00YdO3b0+LETJkwodH39+vXOy/Pnz9fevXud15s2baqLLrqo0PYTJ07UgAEDNGDAAPXu3VstWrRQ+fLllZqaqjVr1ujjjz92LmurXr26xo0b592T+8vp06d1ySWXqF27dho4cKA6deqkWrVqKTIyUvv379d3332nyZMnKysrS5L02GOPqVOnTj4dC8br1byaejWvVui2hlU5W1qoeG3+No3q3dR5PVg6b/zlaUTx0vdbPNrOlNPZe7nLqb/vLzRj6o0ft5saJHnK1UtzbrOR3R6YWgAAAICwD5K+/PJLZWbmLQnwthvpjjvucHvfq6++Wuj6sGHDigRJkpSamqqpU6dq6tSpbvfVtm1bffHFF86uI1/98ccf+uOPP9zeHxkZqWeeeUbPPvusX8eB+S5sXEXNa5TT9uS8mTg3dynaqWaFUb2b6P3Fu6wuI+jM//OQDpw4q2va19a3Gw5aXY7T7HVJuq9nE58e6+mSr8Xbjvq0fytsTDrt0XZpmTmavvqA4mOjNKhjXUVG+Nb54090du7SNlf7oiEJAAAAZgj7IGny5MmS8kKUW2+9NaDHfuKJJ9ShQwctX75cmzdv1tGjR3XixAnFxsaqRo0a6ty5s2644QZdd911ioyM9Pk4tWvX1vTp07V8+XKtXLlSSUlJOnbsmDIyMlShQgW1aNFCvXv31t13362GDRsa9wRhGpvNpun3ddeXq/YrIS5aN3aqa3VJkvKW4hEkFXXflLWSPO/OCZTtyak+11QaMwpPn9Mt/1uhDYl5odPqvSf02g3tfTqep01YrpatFVna5mJnVg/lBwAAQOkU9kHS0qVLfX6sv0sxWrVqpVatWunhhx/2az8NGzYstpaYmBjdcMMNuuGGG/w6DoJLhTLRusfHbhKz+NqZAet8+tsenx5ndLeLGSv+zNjnhgOnnCGSJH21OtHnIMkfuUVmJAEAAACBEfZBEgDjECSFE/Pe633H0/TLjmMqHxelMxk5alO7vM6vX8m043lj7/E0w/bl6Rn8PJmRZMqMKQAAAMAFgiQARdhsvg2FJkgKH552JHn7tbT/eLqufvs3pWbmOG+LsEmfDu+iS1pU96pGb8MVT+c+BYNznxs5EgAAAAIlwuoCAJQeBEnhw+h3Oj8IeWvh9kIhkpTXffOPrzYYfETj+NwN5Ef4k+vBsG0AAADADARJAIrwNSSIDKGODvjH+BlJeVHI3D8Oubz/RFqW8/Kh02c1c02iNh88Y2wRPvIkR0rNzNHMNYlavuu4IfsvurTN690CAAAAPmFpGwDDREaGRpD09NWt9Mq8raqeEKuDpzOsLickmXVGsIgSEqqkU2fVb9yvOn02W1ERNk24o6sualbV5bbehiuePCNXy99KOkx2rl0D3vlNu4/lzVcac01rDe/RyOXjXL2uLs/adk6SdO5Z3AAAAACz0JEEoAhfZ8WESkfS3Rc31s6X+2nZv/pYXUrIMvyt/isHKWl15DsLd+j02WxJUo7docdnBO+St3zfbjjoDJEkacy3m/3e57nBETESAAAAAoWOJACGYUZS+DArMyypI2nWuqRC1w+dztCx1Ez9vvtEkW29Dld8fE55M5LcP9jdcjZPm4g4axsAAACCCR1JAIrweUaSD0HSrRfUV7Pq5VQxPlqS9Ez/1j4eHYFk9NK2/BjEl4Dqyrd+0f1T1xbdp9dL23x7TiUdxoyIh6VsAAAAsAodSQAM4+3StuoJsXrpurZFbn/hO/+X/iA0RZQURrrIT46lZhW9MYBKynTc3e9q9pHr7YpiRhIAAACsQkcSgCJ8XbZUYgjgoaevbmXIfmCeg6fPatHWIzqemlnsdt5+RZS0tM0bny3do+mrDyg1M8ej7c1arufrsrMzGdlatO2I9haYr5SPs7YBAADAKgRJACzj7oP7HT0aqVn1coEtBl5Zt/+U7piwSleO+1VJp876vT+Hh8O2Pe3iyff4jD/UbswPHodJviipJnf3Fhf+nE7P1tVv/6o7xq9S/3d+K3J/7rnDtgmSAAAAECAESQCKMOvU7p4eJzLCpjsvahSQGuCfoymZevfnnYbtz9czBhbH7pCm/b7f8P3mK3lpm/cpz4Rle3XghPuA7tx9kiMBAAAgUAiSAAQlZr6EjmkrjQtpSoqRfP2y+Pqcs70dS83Uit3HdSr97/lKnkRYvsRcbjuSinnMl6uKf01zmZEEAAAAizBsG0BRgWlIKnYmzbkzYFC65S8PK2lGkq9fFgV3uyM5RYM/XqETaVmqUT5WM+7rrnqV433cc8m8yng8/N4r8v3B9wsAAAAChI4kAEHp3LNSITwYNK+9WK//sE0n0vI6kZLPZOqdn3f4tb8Sl7a5fZz7B5a0xO/cDiRvZ0cBAAAAviJIAlBEgBqSij0OS3VKB29nHpW0va9nQCtowebkQte/Wp2ozQfPaN/xdJ/2V+KwbTc1F/dUSnqeRWYk8e0CAACAAGFpGwDLFBca0JAUXpxnbTPpzxsl5Vn93v7V53372pFkJL5dAAAAECh0JAEowoQTZ3mNpW3hJf/dNmtGklF8+t4IQNF08AEAACBQCJIAGGpA+9qG7IcPxuElf6lWSUGSr2wmLtgs6Ss1EPOLSuyKcji080iqjqRk6PTZbO1ITlFWjt30ugAAAFD6sLQNQBH+fOh+pn9r2WzSN+sPlnycYg6TS5AUNIyYS1SSR7/aoLXPXB4U3XDeKnmekXe3+1RDscd36P6pa/X9xsOFbm9bp4KmjrhACXHRxhUCAACAUo+OJACGqpYQq3E3n+/3fsiRgkcg3osTaVnadPC0aR1JZirp5fGlu87rRxRzjLX7TxYJkSRpY9JpfbU60dsjAQAAIMwRJAEoIhg+yzMjKXj4s8zQm26mCUv3Ki0zp4T9+VaHmV/TB0+dLfZ5uu1IMnDJW3HfLt9uOOT2vpe/32JYDQAAAAgPBEkAgpK/S9va1Cmve3o2Nqia8BaoSG/6mkQdOp0RoKP5ZtPBM0Vuu/KtX/WPrza4DZMCctY2H79fcu0O/bw12eBqAAAAUJoRJAEoIlANSRXj3c9m8bch6bsHL9aT/Vr5txNIYvB5QR8s3uXy9lnrkvRH4mmX95kxI+ncx5Y0I6k4z8ze5HshAAAACDsESQAsM3bAeW7vC8SAZ3jGr8DDuDK080iKz48NRDj69bokZefadSw1U9m5dmVk52pHcooOnzlr+rH9eY+STplfHwAAAEoPztoGoAhbgIYknV+vktv7cpmRFDSM7Jzxx2Vv/GLczkxwJCVDA95dqi2Hzig2KkKZOfZity++i8i7YxfXNcZ3EgAAAIxEkATAMhER7gMrcqTgYeRQaMsEIBwteGa0kkIkAAAAIFQRJAEoIghO2sZcHotl5diVY88LQ9Iycy2upnQqbvmmt7lXcd8ufCsBAADASARJAIKSnZYkS7V+dr5yeA8sU1L4c+7dxXWNlYqOMgAAAAQNhm0DKCoIWpLIMKxV2kKkIPiSLsLIV7iUvV0AAAAIYgRJAIISS9sQjrJ8nK3E0jYAAAAECkvbABQRDN0bBEkozW753wot23W8yO33Tl6jZ/u39np/LF8DAABAoBAkAQhKwRBmofQIwEnbvOIqRMr38vdbVCY60qv9FduR5NWeAAAAgOKxtA1AEbYg+NR998WNrS4BsESO3aGUzJxitzk3OCruDHA09wEAAMBIBEkAglK9yvH6x+XNLTt+pfhoy44dihqOnqser/ysVXtPWF2KS+v2n1LD0XP14ZJdXj2uuIAmmIRImQAAACgFCJIAFBEEDUmSpAf7NNPyf11qybG/uf8ibX3hSu195WpLjh+Kkk6d1Ytzt1hdRrFembfVq+2DNaA593s0SMsEAABAKUSQBKCIVwe1c3tfwyrxAaxEslk0Lclmk+L+mlNTs3ycJTWEog0HTlldgqGCNaApurTNmjoAAAAQfgiSABTRu0U19W9Xy+V9797SMaC1WNUdVfC4L1/fxpoiQtTp9GwN+2ylGo6ea3UpfgvWpW1HUjJ06ycrdP7zCzRmzibl2O3FbB2czwEAAAChibO2ASgiNipS7ww5X+8MOV+SlJljV67dofiYyIAP4nZ1tDcHt9eafSc1ZcV+044bUeB5Xtqyhna93E/bDqeo39u/mnbM0mLaqv1asv2o1WUYIlgjmO/+OOS8PGHZXnVqUMnttkGahQEAACBE0ZEEwCWbzeb8FxcdqbKxUdaczc3NIYdd2NDUw0ac81wjI2yqwABuj3g7hyiYhUoIs2bfSatLAAAAQJigIwlAUHM1I8kmm5rVSFCfltW1cOsRc47rIsAKkhnkCCBH0PYklez+qWt1Ii2LkAkAAACGIkgCENSKa4L6dHgXpWfl6LznfjC8c8RlkESSFHZCpSPJlR83J1tdAgAAAEohlrYBCGquspuCgU58TJTevvn8Qvf3Pa+GAcd13QkFAAAAAOGMjiQAQc2TuUyXt66h3i2qafG2o6pTsYwevbyFAcf17DaUbg6HtGjbEd0xfpXVpQAAAABBgSAJQFDzJLuJi47UZ8O66GR6lsrGRikuOtKU45IjhZ/MnFw9NHWd1WUAAAAAQYOlbQBMUbtCnCH78bQLKCLCpirlYouESCN7Nyl0/Y4eDT08LtO2kdeNlJKZY3UZAAAAQNCgIwmAKV66vq0enLpOqZk5uu78Ovp6XZJP+3E5q8iLNWZ3dG+on7cc0bbkFDWpVlYjLm7sUx3uakHplpVjt7qEgLh74mptT07RBY0qyyFpxppESVKfltX1wsA2ql2xjLUFAgAAIGgQJAEwxSUtqmvpE5cqNStHtSvE+Rwk+ZvdVC8fpzkP9tCRM5mqllC0Y8mbwzIjCaXVT1vyzvC2/0R6odsXbj2imO8264PbOllRFgAAAIIQQRIA01SIj1aF+Gi/9mHECrPYqEjVqxzvVx2+HBehjy40ad6fh60uAQAAAEGEGUkAAuLj2wt3NHw6rLNHj7PqY7zrs7YRKoQd3nJJ0i3/W6E1+044r2dk5+qF7zbrxg+XacLSPXI4HBZWBwAAgECiIwlAQFxxXk2tfKqP1u47pU4NKqlaQqxHj3MV3gQiz3E5m8n8wwJBadmu49o0YbVWP32ZoiMjNHHZXn362x5J0qq9J9W6dgV1bVTZ4ioBAAAQCHQkAQiY6glxurJNTY9DJMn88CYhznWeHh9bdJYSDUnhh7f8b6fPZmvhliOSpH/P21rovqe+3mhFSQAAALAAQRKAoOZ6RpJxH+//c2N7xUQV/lH4zytbKDqy6I9H5uUg3KVn5bi8PenU2QBXAgAAAKuwtA1AUDM7vOl7Xk0teqy3jqdmKioiQrHREWpSrZy7YhBmmItVmLuXw86MJAAAgLBBkAQgqLkeem3sMepULKM6Fcv4VAsQTtwFu3ZyJAAAgLDB0jYA8BA5EsKduzCVs7YBAACED4IkAEHN9Ywka7DMKfzwjnuGjiQAAIDwQZAEIKgF04Dr4KkECC50JAEAAIQPgiQAQS0QM5I8RUNS+OE9L8xdVx4dSQAAAOGDIAkAPBRM3VEIDIKkwng5AAAAQJAEIKhFuvgk36xGggWVECoAfA8AAACAIAlAUIuIsOneno2d1y9rVUNNqpWzsCKEE7rQAAAAgMKirC4AAEoy+qqW6tm8ms5m5eqSltUtq4NuDIQ7gjUAAAAQJAEIejabTT2aVrW6DD5EhyHCw8J4PQAAAMDSNgDwEB+iw8+HS3ZbXUJQ4VsAAAAABEkA4CE+RIefLYfOWF1CUCFMBQAAAEESAHjI5uJTdKX4aAsqAQAAAABrhMSMpMzMTG3btk2S1K5dO4urARCuaMYA+C4AAAAId6YGSZUqVVJERISWLVumFi1aFLn/6NGj+uCDDyRJzz77rNv97Ny5Ux06dFBERIRycnJMqxcAisOyHoQ7vgcAAABgapB0+vRp2Ww25ebmurz/yJEjGjNmjGw2W7FBUj6Hw2F0iQDgMVdL24BwwncAAAAAmJEEAAA8kp3LH3QAAADCHUESAADwyP99sc7qEgAAAGAxgiQAAOCRHLtDGdmul6sDAAAgPBAkAYAfWOiDcHPH+FVWlwAAAAALESQBgB+8GT78bP/WptVR2sRF87+nYLV893GXt//u5nYAAACULvymDgB+8KYjqWujyqbVUZpUjI/W1heusroMeOmxGRusLgEAAAABQJAEABZKiItyeXuHehUDW0gQsdtZMBiKDpw4a3UJAAAACADXn2AMZrN5s/gDAMLHpDu7asn2o4qKsOm82hX0+54T6tKwkjYdPKP1B05ZXZ4lHORIAAAAQNAKSJB0xRVXKDo6usjt2dnZzsuNGzd2+/iC2wFAqHIVkFQoE62HL2vuvH5Jy+qSpDMZ4ftzz06SBAAAAAStgARJSUlJbu/L71bau3dvidsAQLDx96eTu59vV7etrRe+26ITaVl+HiH0sLINAAAACF6mBkn169cnBAJQqnmTeThcbB3h5kdkTFSEZo/qoQ+W7NS0lQd8Ky5E0ZEEAAAABC9Tg6TiuowAAJKtmJ6m+lXi9Wz/88IuSCJHAgAAAIIXZ20DgABxFZCU1LQZjk2ddCQBAAAAwYsgCQAChHjEMwRJAAAAQPAKqSBp5syZVpcAADAZw7YBAACA4BX0QZLD4dDnn3+uNm3aaPDgwVaXAwA+c/jQaROOS9sAAAAABC9Th237IycnRxMnTtQrr7yi3bt3y+FwcAY4AKVOiTOSihnGLUkNqsRr3/F0AysCAAAAAPcCEiSlpqbq448/1k8//aQDBw4oOjpaDRs21I033qibbrpJkZGRzm0dDocmTJigsWPH6sCBA87bYmJiNHz48ECUCwAe8ybedtWPVFJAXtzdbw5ur3qV4nXDh8u9qAIAAAAAfGd6kLRu3Tr1799fhw8fLnT7hg0b9M033+j999/XvHnzVK5cOe3YsUO33HKL1q5dKykvQIqPj9eIESP02GOPqU6dOmaXCwBe8Waxmi8zpIuLmRwOqWWt8t7vFAAAAAB8ZGqQlJKSooEDB+rQoUNut1m2bJkefvhhPfzww+rVq5dOnTolh8Oh8uXL6/7779cjjzyiqlWrmlkmAIQkh0MqFxu0K5QBAAAAlEKmDtseP368Dhw4IJvNpm7duumnn35ScnKyTp48qWXLlql///5yOByaMmWKhgwZopMnTyoyMlL/+Mc/tGfPHr300kuESACCmt3kU4x5MhuuU4NKptYAAAAAAPlM/VP23LlzJUmtWrXSr7/+WmgWUrdu3TRnzhwNGDBA3333nTZt2qQyZcro22+/1aWXXmpmWQBgGE9zpH5ta8rVQriSYqJil7Z5dmgAxcjJtWtbcoqqJcSqekKc1eUAAAAEPVM7kv7880/ZbDY98sgjhUKkgp588klJeX91v/feewmRAISUXBdJUtPq5Yrc9vy1bVw+vsSzthVzv8OXoUsAnLJz7RryvxW6+u3fdMnri7V05zGrSwIAAAh6pgZJJ06ckCS1bNnS7TatWrVyXr7yyivNLAcADJfrIsypU7FMkduqlotVjItAPTLCm/O+FVZaY6SEOOY+ITDm/XlYq/aelCSlZeXqqa83WlwRAABA8DM1SMrMzJQkVarkfn5HhQoVnJdr165tZjkAYDhXM5LcZUNt6pRX7Qp/L51pUSOhxKU0nsxIKm3euKmD1SUgTEz7fX+h63uPp1tUCQAAQOgwNUjyVkREUJUDACVy1ZHkLvyx2Wz68PZO6t6kii5uVlVvDznfv4N72ZKUEBel/97YXufXr6hBHev6d2yTdG1UWZe2rG51GQgTYZjTAgAA+I31AwDgB1djiopbrdaubkVNHdHNmGN7myQ5pEGd6mpQp7wQaebaREPqMNKDlzb1a7kfvNeqVnltOXTG6jIsQZAEAADgvYAESU8//bQqVqzo93Y2m02ffvqpcYUBgAkCtRzN31nbT1/dSi/O3WJMMQaxlXgeOxgtJtK41/zw6QxVS4gNmTCQrzcAAADvBSRI+uabb4q9P/9DV0nbSSJIAhD0QuQztG65oL52H0vT2n0ntfVwitXlwCIxUcYtK+/274Xq0rCSxt/RVeVig7/pmY4kAAAA75k+lMjhcBj2DwBCQaC6HLz9qXju9vExUXr5uraa/3BPlY0pekY5K4T6B/sXBraxugSvRUca+6vAqr0n9XUQLpsEAACAMUz9c+GePXvM3D0ABKVQPG/AG4M76N7Ja6wuI+QXGoVi/UZ2JOX797ytuv3ChpKks1m5Sj6ToRy7Q3UrlVFcdKRSM3MUYcsLM60UjmdFBAAA8Jepv8E1aNDAzN0DQFAK1hlJxXV2Xtqyunq3qKbF2476WZWfQvxzfSjmEkZ3JElSelaucu0Ozf/zsO6furbQfZe0qKZfdxxThM2mF69ro5s61zP8+J4KwbcLAADAciH4d3MACG4RgQqSvF7c5l50ZIQm3NFVe1+52rB9mmHvK1cHdY2Beu+NZEZHkiStP3BSr8wvOsx90bajyrE7lJVr11Nfb1ROrt2U43siBN8uAAAAyxEkAYDBAvXZtDSOjgv1s2iFYvUxJnQkSdLOI6k6cOJssdtk5zqUnJIpScrJtSs7166cXLuycgITLoXi+5UvkK8TAABAQcF/ShUACDHBmu8Ea10FhXqHSCjWHx1pbdE9XvlZ13eso582J+tMRo6kvDMfPt63pUb2bmLqsUN1RtKK3cd1/+drdSI9S/f3bqrH+rawuiQAABBGTA2SLr30Uq+2t9lsKlu2rCpXrqx27dqpT58+at++vUnVAYA5AnWWyRD9DFwsX5/SebXLa8IdXdXlpZ8MrcdbodhRZdbSNm/MWptU6LrdIb06f6sGd6mnymVjTDtu6L1beV7+fouOp2VJkt5dtFODu9RTvcrxFlcFAADChalB0uLFi/3+a9/FF1+sjz/+WM2bNzeoKgAwl9ExUvu6FbQh8XSh26IjbbqmfW2DjxTaqpaLUd1KZZR4svjlVKYKwWTCjGHbRpn/52HdckF90/YfqmHsH+f8PJi2cr/+eWVLi6oBAADhxvTfHh0Oh1//fv31V3Xu3FmrV682u1QAMIbBSdKz15ynhlX+7jaoFB+t569to/Jx0d6VFQJr23z944PNlvfYl65ra3BFXtZh6dF9EwwdSe5EmP6ChuI7VpSV39pZOXY9+uV6Nf7XXF3zzm9KOmVhkAsAAALC1I4ku937IZBpaWk6fPiw1q5dqylTpujbb79VamqqBg0apB07digmxrwWdwAwgt3gxKZTg0pa/Pglhu4zWPnbIdKreTXtfeVqtR3zg1L+mrcTSKE4c8esYdtGfBuYfRa8EHy7gs5vO49q1rq8pYkbk07rs9/26Jn+rS2uCgAAmCno/gxZtmxZNWnSRDfeeKO++eYbTZw4UTabTYmJiZo4caLV5QEIc33Pq1Hoer+2NYtsE6ydP44QGLcd6p/rQ7F+s4IkI5gd9ITi++WKlT9zRs/cWOj6p7/tsagSAAAQKMH72+Nfbr/9dg0aNEgOh0Pffvut1eUACHMPX9ZcjauWVXSkTff1aqIm1coV2SYUAhuYIxQ7XKKDemkbHUmesPJnTml5DQEAgOeC97fHAm688UZJ0vr1660tBEDYa1WrvH5+rLd2vNRPo69qqVx70Q9wwdqRFApC/UOpmfXf07OxKfs1a9i2Ed8GESb/lhKKZ9lzycKfOZGh/k0LAAC8FhJBUuPGeb88Hz9+3OJKAKCwIV0Ln1Gqfb2KcpEtmerxvi082i7QAVeTamUDe8AgYGYwYVZ3TnAP26YjyRNWZtehOBcMAAD4J3h/eyzAwZ/3AQSpepXj9cAlTSVJVcvF6ql+rRToj3VdG1bWjZ3qSpIaVolX+ThTz6PgsQ71KqlLw0ou77vyvKKzpfIY9KHUov9tmPmZ2qxRRjGR5hRtxP+6jQwpDpxI100fLleXl37SvZNX68q3ftG8Pw8btv9wFWn+qfUAAECQCY5PGyXYsydvcGOVKlUsrgQAinqsbwv932XNFGGzKTLCpo+W7Aro8SMibHr9xvZ6+fq2irTZNPjj5Vq192SR7QKdrURGSNPv666M7FxJUmaOXVERNsVFR2rayv2av6noh3iaG9wzawmRWR1JRpy90MiM4u2FO7Ry7wlJ0g+bko3bcRCw8g9u5EgAAISfkOhImjFjhiTp/PPPt7gSAHAtOjLC+Zd5Iz5A+1pDRIRND17azJLjnyt/WVJcdKTioiNVoUy0ysZGKTLCpivOOftdvlD/TGrmMp8Ikz6xR5o0iMiQGUkGvp7T1yQatq9gY2XjtllflwAAIHgFfZD05ZdfasaMGbLZbLr66qutLgcASmT1YtweTauqf7taFldRfKhSPSFON/y1HK80MfMjtVkdSdFBHARYVVpKRrZu+d8KNRw9Vw1Hz9X7i3cG9TJ7Kysze44VAAAIPkEXJGVkZGjv3r2aOXOmBg0apFtuuUUOh0N16tTRsGHDrC4PAEpk9efNyAib3hniooMzwHWVNNPn//oU7ZwK9cG9ZpZvVueHaa+5Ad8IVn09TFu5X8t2/X2Cj9fmb9P25FRLavGElT9zOGsbAADhx9QZSZGRkX7vw+FwqEyZMpo+fbpiY2MNqAoAzBUMfQvBEMiU1KlQo3xckdua1yhnVjkBYeZZ28waamyzSTXKxyr5TKah+w22pW3eePn7rUVue23+Vn06vIsF1QQ3lrYBABB+TO1Icjgcfv+78MILtXLlSl1wwQVmlgoAhgnmJTCBVFIIEBMVoRcGtlFUhE0RNunpq1spPsaYv2+UxnfArM4Pm6TH+7Y0fL92e3AN2/ZXWlaO1SW45bDwKz6Y3iMAABAYpnYk9ezZ06u/ittsNpUpU0aVK1dWu3bt1KdPH3Xs2NHECgHAeMGaIwX6w6Yn3SS3d2uga9rVksMhVSobE4CqQpeZS9tu6FRXj03fYOh+DciRmL/jIUuXtpEkAQAQdkwNkhYvXmzm7gEgKFnZHRBMPP18WTHedYA0uHM9fbn6gPP6Q5c2NaIsU3VpVMm0fUeG2Od1I85eSI4U/IJhGS0AAAisoBu2DQChLmg7kgJcl78dNPdf0lT1KpeRJLWokaDbL2xoQFXmqp4Qp3Kx5vyNxrQZSabsVXpx7ha/90FHUvALtYATAAD4z9SOJAAIR0Z0YpQG/mYA9avE64eHeyr5TKZqVYhTXLT/J3AIhHdvOV/Dx68yfL8MNYY7Vs5lI+wDACD8BF2QtGHDBu3cuVM2m02NGzdWhw4drC4JALwS6jlS3/Nq6IdNyX7vx4jh0PExUWpUtej/qlrWTNDWwynO60ODqFvJrM4h04ZtB3EOEOLfSgFj5etEwAkAQPgxfWnb9u3btX37dh05cqTY7X7++We1bNlSHTt21E033aQbb7xRnTp1UuPGjfXNN9+YXSYAGCZYP/x6WtdjV7Qw5Hhmdio8f20bJcTlBUzn16+oAe1rm3Ysb5kV+Jj1egZ1kBTqqayBHA6HpqzYpyEfr3BxnwUF/cWsr3cAABC8TA2S/vjjD7Vs2VKtWrXS/Pnz3W73ww8/6Morr9SOHTvkcDgK/du7d68GDRqkqVOnmlkqABgnxD/7NquRUOS2zg28HyJtZqNC10aVteix3vr+oYv11b0XFln2ZulSH5OeeDh2fljxLgZreLVyzwk9PftPLd993OpSColg2iYAAGHH1KVtCxYskCRVqFBBQ4YMcblNenq67rzzTuXk5EiSKleurKuvvlq1a9fW6tWrtXDhQtntdj3wwAO68sorVblyZTNLBgC/BeuMJH8+IJeJ8X4+kdnBR9VysapaLtbUY/jCrKVtZr2cNtPGbRvAgm+lIP321ZNfb3R7n5VnimRGEgAA4cfUvyOtXLlSNptNV199taKjo11uM3XqVB06dEg2m01t2rTRn3/+qYkTJ+rf//63fvzxR3322WeSpNOnT+vzzz83s1wAMESQfg71iy8frsP1A6ZZz9u01zOI36bRs/7QybSsgB4zWL9/959Id3ufJ9+fGdm5emXeVt01YZXm/3nIsLrC9fscAIBwZmqQtGVL3ql/e/bs6Xab6dOnOy+//fbbqlmzZqH7hw8frquuukoOh8PZ4QQAwSxYl8YEWhiuxJLkWUdS+TjvG4LDcWlb8plMPTXbfSeOGYK1o9BeTFmeVPzB4l36cMkuLdx6RPdNWaudR1JKfpAHzOrAAwAAwcvUICkxMVGS1KpVK5f32+12LVu2TDabTXXr1lXv3r1dbnfTTTdJkv78809D6urdu7dsNptX/xYvXlyk9s2bN2vChAkaNWqUunTpotjYWLfbG1GLUZYtW6bbbrtNDRo0UFxcnGrWrKm+fftq2rRphh0DCGfB+TE08HVd2KRqgI/4t2HdGxa6fl7t8gE7tifDh3358B0TadKwbVP2apzvNx4O6PGCNEdSbjFJkic1j1u4o9D1f3+/1d+SJIVvYAwAQDgzdUZSamqqJKl8ede/wG/atElpaWmy2Wzq1auX2/20bNlSknT8uDUDJiMiItSsWbNCt02ePFnDhw+3pB5/jBkzRi+88ILsdrvztuTkZC1YsEALFizQ559/rhkzZiguLs7CKoHQVlznQGlTPi5KZzJyitzes3k1daxfMfAF/eXOixppzoaDSjx5VmVjIvX8tedp0AfLA3JsT4YPlxQkVYyP1qUtq2vW2iRJ0sOXNVNkGE81bjh6rvqeV0NPX91a9SrHF7rvtx3HNG3VfjWpVk73X9JEsVHez/MqKFg7koxW3FK5czkcDn3++34t331cvZpVU8X4aH2z4WBAA1oAABA8TA2S4uLilJ6erpQU1+3Tv//+u/Nyp06dit2PJGVkZBhS1/jx45WWllbsNps3b9bgwYMlSX369FGdOnUK3V9w6Up0dLTatm2r7OxsbdzoWwt+586dNX78eJ8e66mPPvpIY8eOlSQ1adJETz75pNq2bauDBw9q3LhxWrRokebOnas777yTs+QB/giTD6KStOCRXtp5JNUZjJQvE6XTZ7N1QaMqhnZSeqtquVh9/38X648Dp9WoWlnVqVgmYMf2pNvIk7ky/72xvW7uUl9x0RFqV7eiFm5JNqK8Iqx8n7zxw6Zk7TuervkP/71cPvFkum7/7Hfnt5zd7tBjfVsUeazdi3Q3NL99vS/am0fM+/Ownp6d1xU+94+/5ysVvFzQybQsVSob43VNAAAgNJgaJNWqVUu7du3S+vXr1aNHjyL3//rrr87L3bp1c7ufkydPSpLKlStnSF2NGjUqcZvJkyc7Lw8dOrTI/a1bt9bbb7+tLl26qEOHDoqLi9OYMWN8DpLKli2rNm3a+PRYT5w4cUJPPPGEJKl+/fpasWKFqlb9e9lJ//79dd111+nbb7/VtGnTdM8997hdagigeMH6OdSMD8g1K8SpZoXg7GAsHxeti5r9/XOue5MqWrbL/M5WT5a2RXkQNtlsNnVt9PeZSs0aahwaMVKerYdTlJKRrYS4vBN4vPXTjkJf1+8u2ukySMr14ovfyjOg+crs8OuBqWu92n5j0mn1bF7NpGoAAIDVTO2T79y5sxwOh8tOm7S0NH377beSpISEBHXu3NntfrZt2yZJqlu3rjmFnsNutzvPEFeuXDldf/31Rbbp2rWrHnzwQXXr1i0kloF98sknOn36tCTp1VdfLRQiSVJkZKTef/99RUbmLQl4/fXXA14jUFqEy9KYUPP01a2VEGvq308keTYUu6RtXN0bIo1Dpis4K2jvsaLdxQ1Hz1XD0XPV/Kl5Wrv/ZJHHlCQUl6b68iPHm5MCePuaePJ62+0OffbbHj0+fYOW7jzm3QEAAIClTA2ShgwZIklat26dRowYoTNnzkiSTp06peHDh+vUqVOy2Wy64YYbnAGGK7/88osk6bzzzjOzXKeFCxcqKSlvLsUNN9yg+Pj4Eh4R/GbPni0pb16Vq2BMygvqLrvsMkl5r4G7JYkAikeOFJxa1y6v+Y/01P+Gdtb/hnbW//VpVvKDfGDWsG1Xj+nXtqZ+fMT9mVE9EWoBVcHvr+K6tLJy7br+/WU6mpLpVbgbimdd9KWLysxn6cnrPX7ZXj3/3WZNX5Oo2z79XTuPpJpYEQAAMJKpQdI111yjHj16yOFw6LPPPlO1atVUp04dVa1aVbNmzZKUN18of8mVK+np6fr2229ls9lcLo8zw6RJk5yXXS1rCzVZWVlauXKlJOnCCy9UTIz7uQX5Q88zMzO1evXqgNQHlDZXtalZ6Lony5iCXSgu93GlTsUyurx1DV3euoZG9m5iyjGMmpFUZL8uHnN7t4ZqWt2/Zd+2kFrcVjgA8eRlfG/RzlLfkeQTE5+nJ1ncC99tLrT9K/O2mFcQAAAwlOmngJk5c6batGkjh8Oh7OxsHTp0SHa7XQ6HQxEREXr//feLnBGtoIkTJzrP/ta3b1+zy1Vqaqq+/vprSVKDBg0CNido69atuuCCC1SxYkXFxcWpbt26uvbaazVp0iRlZ2f7te/t27crNzdX0t9nwHOn4P1btnj/S11iYmKx/w4dcj2YEyhNhnZvqFp/zQ2KsEnvDDnf4orgilkzhzxZ2uZLR5Kr/dpsebOURlxc8uy/0qJgx5Anb+Guo6kqcKLSEl377m8+VGWtYGui8qWcLYfoggYAIFSYPiyievXqWrNmjT7++GPNmTNH+/fvV0xMjDp27KhRo0apS5cuxT7+xx9/VKdOnVS3bt1iAyejzJw503lGt9tuuy1gZ7NJTk5WcvLfZ+RJSkpSUlKS5syZo1dffVUzZsxQq1atfNp3YmKi83JJc6bq1avnvHzgwAGvj1Xw8UC4Kh8XrXn/d7F+2XFMjauWVZs6FawuCS64+vHepFpZjbv5fPV/x/cwwZOMqKTlb67+3+MqfMq/5cl+rXRRs2o6m5WjmKgILd91XK1rl9cjX24osZaQW9pW4LInYaDd4fBq2Pbe4+k+VGUtX4IbM7OnUFweCAAAPGf+1FHlLV+7//77df/993v92PwlcIES6GVtERER6tOnj/r166f27durSpUqSklJ0dq1a/XRRx9py5Yt2rx5sy655BKtXLlS9evX9/oYBWcdlXTmu7Jlyzov53eCAfBexfgYDWhf29Ia6lQso6RTZ53Xra4n2LgKIepUilebOhWKvHb+7rfINr50JLnYb37gZLPZ1KvAWbIubVlDkvTsN5uUkpHj9bGCWcGMwpMQLNfu8GppWygye9i2t0r5yw0AQNgLSJAUKhITE7V48WJJUrdu3dS8eXPTjzlr1ixVrFixyO0XX3yxRo0apREjRmjixIlKTk7Www8/7FOwlpGR4bxc3HwkSYqNjXVePnvW+w9RJXUxHTp0SF27dvV6vwC89/oN7TT0s5XKsTuUEBulf1xh/s+0UFJcluPPh2xPgqRIHxaWu+xIKuFQbw3uoBGTVhf7wT7EGpIKzevyrCPJuBlf2bl2TVy2VyfSsjT0woaqWSE4ztoabMO2zd47AACwFkFSAVOmTJH9r0EKw4YNC8gxXYVI+aKjo/XJJ59oxYoV2rZtm77++mslJSWpTp06Xh0jLu7vX3SzsrKK3TYzM9N5uUyZMl4dRyp56RyAwOnetKpm399Dmw6eVvcmVVWvsu9noCyNK1VcLR/LD5A8ebpt6pTXn0lnitxuxNI2Tx9T0l76tKqhr0f10NbDZ3Rh46q6/oOlOpZ6zv8HQixJ8vZr0eFwGPb1++w3f2rayrw/mMxam6TfnrhEUb6kgkHAzO/p0vjzAgAA/C2ofvtZtmyZHnnkEV1zzTUaMGCAHn74YS1atChgx588ebKkvK6cwYMHB+y4xYmKitJdd93lvL5kyRKv95GQkOC8XNJytfz5UFLJy+AABL82dSpocJf6foVIcK1/O9dLBT06a1sJ27i6N8LF/7E9yaPa16uowV3qq36VeP2zb/EnXAgFBUMKTzuSPDkdvSfyQyRJOnwmQz9sSi5m6wAKsuAmyMoBAAAGM7Uj6ezZs3rhhRck5Z1W3t1Z13Jzc3X33XcXmk+U75133tHAgQM1derUQsuujLZ69Wpt3px3Ktr+/furUqVKph3LW61bt3ZeTkpK8vrxBbuECg7edqXg0jQGZwPIF2oDmf3lSe5wQ6e6mrhsrw6dzls+/K+r8kIaT07S4MsZ41wHVF7ux8Xmtr9ufPrqVnpxbvCfgr3gMi5PZySZ1SHz7Dd/KulUuirGx+irVQdUt1IZDeveUOfXD+zvEL4N2zZzRpL3+w63nzEAAIQyU4OkRYsW6ZVXXpHNZtP111/vdrsnnnhCEydOdHv/7NmzNWLECJdBk1EK7jtQy9o85e+Z45o3b67IyEjl5uZq69atxW5b8H5fzxIHoPQJl6Uq3jzP2KgIzX3oYs1Zn6Q6leJ1eeu8AdceLW0rqSPJxd2+LIcrst9ijnX3xY3VsEpZJZ5MV3xMlP458w+/j2cG7zuSHIZ1JJ3reFqWXv7+7/9vrt53UrPXH9Tchy7SebUDd7ZGX2Z6BdvSNoIkAABCh6lL2/KXYbVs2VKdO3d2uc2OHTs0btw42Ww22Ww23XzzzVq4cKG2bNmiSZMmqX79+nI4HPr888+1bt06U+rMzs7WF198IUmqVq2arrrqKlOO46v8TilJql3b+7MuxcTEOAdcL1++vNg5SfnvWWxsrNv3DABKq/wuDU+6NWw2myqXjdHwHo2cIZIkxUZFlvhYX0IhV8vhjD7z1mWta2h4j0a6qUs9VSgTbei+jVLwGXvyKtoNnJHkqRe/C2xnl08dSWYGSebtGgAABAFTg6Q1a9bIZrPpmmuucbvNp59+qtzcXEnS3XffralTp+qSSy5RixYtdNttt2nJkiXOGT+ff/65KXXOmzdPR48elSTdcsstiooKnhnkOTk5+uyzz5zXe/bs6dN+Bg4cKEk6c+aM2zO/JSYm6qeffpIk9enTp9BsJQAIJ558yHYXYsREReia9n+H/s2qF50358kcpSKPcRE+eXuadVcdru4qMauLx18FwzNPOnbt9sB31C3ffdzQ/f28NUhmMXnI6IATAAAEF1ODpF27dkmSLrjgArfbzJs3L6+QiAiNGTOmyP0NGjTQXXfdJYfDoeXLl5tSZ8FlbUOHDjXlGK4sWrRIp06dcnt/dna27r77bm3ZkveXzWuuucbl3KK9e/c6O7p69+7tcl933323KlTIa7MfPXq0jh8v/Etubm6uRo0a5Qz1Hn/8cR+eEQCENm8+/xaXYbxxU3u9OLCNnunfWlPuLvr/wJKGbbviKnzyNuzx5qh2b1OqACn4lD1p7DJzaVsgfLFyv+6csLrYbUL46QEAgBBkautNfpePu1PCnzlzRn/++adsNps6d+6sWrVqudzu0ksv1VtvvaWdO3caXuPJkyf13XffSZLatGmjjh07evzYCRMmFLq+fv165+X58+dr7969zutNmzbVRRddVGj7iRMnasCAARowYIB69+6tFi1aqHz58kpNTdWaNWv08ccfO5e1Va9eXePGjfPuyRVQuXJlvfrqq7rvvvu0b98+XXDBBXrqqafUtm1bHTx4UG+99ZbzDHlDhgxxG0gBCE/t6lbUsl3GdlkEM38/l0dHRui2bg0kSSkZ2UXur1OxTAl7KJqQuAqfjAhI3HX1BGmOVIgneZzdYeZYafONnrWxxG18W9oWXMO2AQBA6DA1SMqfxRMTE+Py/jVr1sjhcMhms+nCCy90u586depIyguejPbll18qMzNTkvfdSHfccYfb+1599dVC14cNG1YkSJKk1NRUTZ06VVOnTnW7r7Zt2+qLL75Qo0aNvKrvXPfee68OHjyoF154Qbt27dKdd95ZZJt+/foVWkoHIDw91a+VXvo+rxsyPiZS9/ZsrA+X7LK4KvN51ZHk7RnTCuhQr4I2HCivzYc8//+aq6Vt3n5ed5UZuevqCdYwoFBHkgfvgd0RvM/FKN9uOKiXrmuj8nF/z7XKtTs0Z0OSsnMdGtihTpHHmPmK+DRs24/vJwAAEFimBkkJCQk6deqUDh06pPbt2xe5f8WKFc7LnTp1crsfu91uSn2SNHnyZElSZGSkbr31VtOO48oTTzyhDh06aPny5dq8ebOOHj2qEydOKDY2VjVq1FDnzp11ww036LrrrlNkZMnDWz0xduxY9e3bV++9955+/fVXJScnq2LFimrfvr3uuOMODRkyxJDjAAhtd1/cSFUTYrTnaJoGnl9Hlcq6/oNAaeMctu3JjCQPP/e6nktk07QR3TR5xV7FRUfqxbklD2eOcLEY3YggyZ1gzV4K9he5ek3OZbc7wmJmz8D3lurHR3o5l0A+Nn2Dvl6XJEn67o9DRbYPtrO2AQCA0GFqkNS0aVOtXr1av/zyi6688soi9//444/Oy927d3e7n+TkvCGTlSpVMrzGpUuX+vxYf38xbdWqlVq1aqWHH37Yr/00bNjQq1q6d+9e7OsNADabTdedX3hZcucGlbR630nn9YS44DkxgfFM/iRskyrER+uBS5tJkkdBkuth2wYsbXNze7B28XjfkRT4s7ZZYffRNP24+bCubFNL6Vk5zhBJkn7ZfjSgtYTByw0AQFgzddh2r1695HA49OGHH+rgwYOF7vvjjz+0ZMkS2Ww2NW/evNhlW2vWrJEkNW7c2MxyAQDFuP3CBoWu39nDv+W2wShQgUNECa1Bru42Zti2i+4oN6XkBmn6UrAqTzqsch2OkJj3ZISNSaclSelZuSVue/hMhmatTVR6Vo4kaeeRFE1ffUB7j6X5XUewhpAAAMAYpv45ecSIEXrrrbd0+vRpXXjhhRo9erSaNm2qLVu26OWXX3bOR7r77ruL3c+CBQtks9m8GoQNADDWtX/NWfltxzGdV7u8br+wobUFmcCbj78eL23z8LaSuBq2HZZL2woU5m5QeEF2e/gEG/lBYUlBZb5Hv9qgj5bs1iuD2urmj1coM8eu+JhIfT2qh1rUTPC9EF9mJDEiCQCAkGFqkNSsWTM99dRTGjt2rBITE/XAAw8U2aZp06a6//773e5j165dWrp0qWw2m3r16mVmuQCAElzboY4zUCqVAjRs25cPza6WtuUa0moTWp/gCz5jT87a5giTpW0FefOObktO0XXvL3NeT8/K1YtzN2vyXRf4fPzQPk8eAAAoiekDLp577jnFxsbq+eefV0ZGRqH72rVrp5kzZyouLs7t41977TVJeWd+u+KKK0ytFQAAyehh274/tiAjlraVBvdMWq0q5WJ1fv2KWrH7eInbh8NZ2/Llf135293z645jfj0+/+U+kZal5buOq1HVsko6dVar951Q5waVdWnL6v4VCAAALBWQSamjR4/WiBEjtGDBAu3fv18xMTHq2LGjevbsWWJbeufOndWuXTtVr15dCQl+tFkDAFAC51nbPNjWn8/qJXUzubrX1XIlbxuSXJ5BLrQakrTraJp2HU3Tyj0nPNo+WGc9mSH/rbT6Kdsd0rHUTPUb96uOpGQWuu8j7dYVrWtYVBkAADBCwE65U6VKFZ9OLT9ixAgTqgEAIDC8GXBdHFcdSRXjo72sxbPbShO73RE2HUn5rH6+Djn0v193FwmR8i3YnFzkttL+dQgAQGli6lnbAAAIJfmfvx0efBD3ZNCzkY+NjLDp4mZVndfrVCyjCxpV9rmGcHE8LUsjp6y1uozA+OvryurYzOGQZq9L8uoxe4+nS5I2HzyjRduOKDMn78xzmTm5WrTtiDYdPG14nQAAwDcB60gCAKA08TQKcjkjycdjvjPkfI1buENns3J1/yVNvQ6kXM9rKv29IEmnzvq9j1BqarK+I8m31+umD5dr1b4TcjikdnUraObI7rrpw+XakHhaNpv0yvVtNbhLfcPrBQAA3jG1I+nRRx/Vo48+qiNHjri8Pzc3V/v379f+/fuL3c/u3bvVsWNHderUyYwyAQCQ9HcnR7PqJc/k8yd/Kemx7u6vGB+j5645T68Maqd6leO9P66rZXZe7yU8hUKO5HwvLS7Wk44+V1buPeEMoP5IPK2nvt6oDYmn/9qn9MTMjUaVCAAA/GBqkPTWW29p3LhxOnbM9dk/tm7dqoYNG6px48bF7ufs2bNav3691q9fb0KVAADkyf8A/Ow1rU09TknDthGEQiBJyg8gvR3CbjSjGqK+Wp1ozI4AAIChgmJGkq9/uQIAwAxt6lTQ+7d2LHYbf5aEuZibXXjfJgVNrpe2mXKoUscRCknSX6yuld/rAAAo3YIiSAIAIBgU/Pjbr20tjR/exZTjWBXekBn5LhSykfwA0vKOJIVEAxcAAPARQRIAAH85Nyy4uFlVVSkbU2S7jvUrerxP16FR8EQ6LLPzzOp9J60uwWNWdwRZHWQBAABzESQBAPCXcz//RkVGaOKdXXV56xqSpHqVy6h/u1p6e8j5fh3Hso4klraFBau7p6wOsgAAgLmirC4AAIBg1qZOBf1vaGefH+/LmdLMC3c833FcdIQysu1mFQIT5H/dkOMAAAAz0ZEEAEA+Ez6Buxp87M+g7kB5a3AHq0sIaQ6HQw6HQ7uOpmrf8TQt2X5UP29N1vbkFOXkmhvQ2S1OkgiyAAAo3ehIAgDARK4+VFsVI3mztO3y1jX1zytb6LX528wtqpT6x1cbFBsdoWkrDxS5r2vDyppy9wWKiTL273n5b6XVOY5DDsIkAABKMYIkAAD+YsZnX1dBTVx0pAlHKpk3AVZkhE2jejeV3e7QfxZsN62m0mrWuiS3963ce0LfbzykgefXMeXYVnckMWwbAIDSLSBB0vvvv6/q1asXuf3IkSPOy88//7zbxxfcDgAAs5jx+Ts2KlJt61TQxqTTkqQqZWPUrXHlYh9jVseSqyV1JZ217bZuDfTWTzuUQzpgqInL92rg+XWUmZOrtftOqWJ8tFrUSJDNJm09nKJcu0Ota5X3ap/BMiPJ6uMDAABzBSRI+uCDD9zel/9L7dixYwNRCgAAAfffm9rr+W83KyM7V/+8sqWiIotf0hRMn8Mrxsfo/Vs76r3Fu1StXKxa1CynX3ccU7PqCZq5NtHq8kLavuNp6vX6Yud1m02qWCZaJ9OzJUnRkd5Fiu8t2qUHLm1m+VnTXM0FM2zfDkdIzBgDAKA0Mz1IsvqXGQAAPGXWB+DmNRI05e4LTNm3N1x9/PbkM/kV59XUFefVdF5/vG/efwmS/DNlxb5C1x0OOUMkScrO9e7r8Wx2rs5kZFseROb96ud/FZERNuWe0wmXa3coysuADQAAGMvUIGnRokVm7h4AAEMFy98+zFva5tltnnr4smZ666cdvu8gzE0+J0gywtp9J5WZY+5Z4Upi1B8RXQZJDgcDPgEAsJip/y/u1auXmbsHAMBQwRIkhYo7ejTSvuPp+rqYwdJwL8fLjiNPDB+/yvB9esuo76OoCJuyzrnNbm1GBgAAJBl73lkAAOC3srHm/J3HZUeSH/1PFcpE683BHVwOhb63Z2Of94vQZlQ8FhVR9Gszl7QXAADLhVSQlJGRYXUJAIBSzKqPqPf2Khy6vDiwjSnHcRUaMbcYrmRk50qSjpzx/ncvh8OYrqRIV0ESZw8EAMByIbHMPC0tTe+8847eeustHT582OpyAAAw1D0XN9auI2nacuiMru9YR10aVra6JIS5ls/M9/mxdsNmJBX9e6edIAkAAMsFdZB06tQpjRs3Tu+8845OnjxpdTkAgFLOqjONVikXq0+GdTb/QC6Xtlnnmf6tdddFjSRJDUfPtbASGMmo76JoF2dnY2kbAADWC1iQdOTIES1evFgHDhxQdHS0GjZsqMsuu0zx8fFFtj116pRee+01vf/++0pJSXH+Yl+lSpVAlQsAAPzhZUL11uAOevjL9aaUggBzOAwJfFwtbaMjCQAA65keJGVnZ+vRRx/Vxx9/rJycnEL3VaxYUS+++KJGjhzpvG3cuHEaO3asTp8+7QyQatasqUcffbTQdgAAwH9WzkgqeOgr29TU5Rtr6MfNyZbVA2O8/fNOQ/YTHVl0aRsdSQAAWM/0IGnIkCH6+uuvXS4XOHnypB544AGVKVNGt9xyiwYNGqTvv//euW39+vX1z3/+U3fddZdiY2PNLhUAEOZsYTl52rrnXPDljouO1P+GdmaJG5wYtg0AQHAyNUhasGCBZs2aJZvNpqioKN18881q27atYmJitGXLFn3++edKS0vTM888o2XLlmnu3LxfHuvXr69nn31WQ4cOVVRUUI9xAgCEsNu61deUFfud15+7prWF1QAoKMrl0jYLCgEAAIWYmtJMnjxZklSmTBn99ttv6tChQ6H7n3rqKV188cU6cOCAPv30U9lsNg0fPlzvvvuuypQpY2ZpAADo3p5NtDHpjLYfTtFNneuG5dnSgmVpG3CurYdTitzG0jYAAKxnapC0atUq2Ww2PfLII0VCJEmqV6+eXn75Zd12222y2Wzq1auXPv30UzNLAgDAqV7leH1zfw+ry7CUWWGOjZgIJmBpGwAA1is6xdBAhw4dkiR1797d7TYXX3yx8/K9995rZjkAACCIhOdMKvjDTkcSAACWMzVISk1NlZTXeeRO3bp1nZebNm1qZjkAAOAcVoY55EjwFh1JAABYz9QgKf/saxER7g9T8BdY5iIBAADAHYIkAACsZ2qQBAAAgoerBiDTZiR5sGMakuAtlrYBAGA9U4dt51u1apWOHTtmyHY9e/Y0qiwAAMKKq4/gLC9DKKEjCQAA6wUkSLrzzjuLvT9/eZsn2+Xk5BhWFwAAsBApFrxERxIAANYzPUhy8D98AACCguulbRYO27bsyAhVuXarKwAAAKYGSc8995yZuwcAAEGKkKh46/afsrqEkMTSNgAArEeQBABAGLNydRkr2+AtlrYBAGA9ztoGAAD8MrJ3k0LXuzWubFElKO3oSAIAwHoBGbYtSXPnztX8+fO1b98+5ebmqnbt2urdu7duuukmRUdHB6oMAABgsCvOq6GLm1XVrzuOqWq5WD3Zr5Xm/3m4xMdZOZ8JoSmXjiQAACxnepCUnJysgQMHauXKlUXu++yzz/Tss89q9uzZatu2rdmlAACAcxixvCw2KlIT7+iqg6fPqmJ8jMrFRnkWJJEjwUt2OpIAALCcqUvbcnNzNWDAAP3+++9yOBwu/+3Zs0d9+/bVsWPHzCwFAAC4YDMozYmIsKlupXiVi837G1W/trUK3R8XXfRXjh5NqhpybIQPlrYBAGA9U4Okr776SqtWrZLNZlPTpk316aefauPGjdq6daumT5+ubt26ScrrWvrvf/9rZikAACCA2tSpoGs71JYkxUZF6L83dtDrN7RTVERecHV7twaqXyXeyhIRghi2DQCA9Uxd2vbVV19Jkho2bKiVK1eqYsWKzvuaN2+ugQMH6rLLLtOSJUs0ffp0/fvf/zazHAAAcA4zV5e9NbiD/q9PM5WLi1L1hDhJ0sXNqikjO1cNq5Y18cgorXLtVlcAAABM7Uhat26dbDab/vGPfxQKkfJFRkZq7NixkqQ9e/YoJSXFzHIAAEAA2Ww2Na5WzhkiSVLNCnGESPAZw7YBALCeqUHS0aNHJUmdO3d2u03B+5iTBACAeVzNQ2LgNUIJw7YBALCeqUHS2bNnJUnlypVzu018/N/zETIyMswsBwCAsOZw0c1hM3VxG2Ashm0DAGA9U4Mkb7n6BRcAAISPhDhTxzcixLG0DQAA6wVVkAQAAMwTCkvb/nNje6tLQBBjaRsAANYLyJ/93n//fVWvXt2Q7Z599lmjygIAIOwFWY6kvufV1C+PX6Kery+yuhQEITqSAACwXkCCpA8++KDY+/P/QlrSdhJBEgAApV39KvElb4SwREcSAADWMz1IMnLukauWfAAA4Af+14oQcjY71+oSAAAIe6YGSYsW0ZYOAAAAY7z8/Vb9uDlZAzrU0dVta6ly2RirSwIAIOyYGiT16tXLzN0DAAA/2WhJQohZtfekVu09qbFzNqln82q6tkNtXd66huJjOOMfAACBwP9xAQAIY6waR6jKsTv089Yj+nnrEZWJjtQV59XQtR1q6+Jm1RQdyYmJAQAwC0ESAAAAQtrZ7Fx9s/6gvll/UJXio9WvbS1d26GOOjeopIgI0lIAAIz0/+3dd3hUZd7/8c9k0jsQUiEQCL0kiDQBCSJggQQVF9cGunZd1/XB1UfXtrZ13dXVx9+qu7qwYleUIIgoLqAoiCihhQ6hpJAECCmQPr8/IiMhM8lMMi2Z9+u6uK6Zc+5z7m8SjmE+3oUgCQAAL8ZHbLQX5yRG6va0ZGVm5WrF9iOqrKm32O74yRq9/f1Bvf39QSVEBml6SrwyUuM1IC7cxRUDANAxESQBAODF2BEV7YW/r48mD4zR5IExKq+q1RfbCpSZlac1e4pVV295l+DcklN6dfVevbp6r/rFhCk9NV7pKfHq3jnYxdUDANBxECQBAOAliIzQUYQG+Oryc7rp8nO6qbi8Sp9tyVdmVp5+PHDc6jU7j5TpueU79dzynRreo5MyUuN16ZA4dQkNcGHlAAC0fwRJAAB4CUtjNgiX0F5Y22EwKjRA14/pqevH9NShYye1eFOeFm3M1e7Ccqv3+vHAcf144Lge/zRb4/tE/bzzW6xCA/inMQAALeG3JQAAADyeLbMwu3cO1p0Tk3VHWm9tzy9T5qZcfZqVp7wTlRbb19WbtGpnkVbtLFKg3xZNHhirjJR4nd+3q/x92fkNAABLCJIAAPASlj6Hs0QSOiKDwaCB8eEaGB+u+6f214YDx5WZlaulW/JVcrLG4jWVNfX6dFOePt2Up4ig0zu/xWtkz87s/AYAwBkIkgAA8GLWpgsBnqa1oaePj0EjkzprZFJnPTp9kL7ZXaTMrDx9mX1Ep2rqLF5z4lSN3l1/UO+uP6i4iEClp8QrPTVeA+PCWaAeAOD1CJIAAADgFfx9fTRpQIwmDYhRRVWtvsw+osysXH292/rOb/knKvXa1/v02tf7lBwdqhmp8UpPSVBiF3Z+AwB4J4IkAAC8GYMr0E44evRcSICvZgxL0IxhCTpaXqXPthZocVaufsixvvPbnsJy/fWLXfrrF7s0LDFSGSnxunRovLqGsfMbAMB7ECQBAODFmKWD9sKZf1e7hAboutE9dN3oHjp07KQ+3ZynxVl52lFQZvWajQdLtPFgiZ5Yul1jk6OUkRKvKYNiFBbo57xCAQDwAARJAAAAwM+6dw7WHWnJuiMtWTsKSpWZ1RAq5Zacsti+rt6kr3cV6etdRQr4xEcXDohRRmq8JvTrqgBfo4urBwDA+QiSAAAAAAv6x4ar/0Xhum9KP/108Lgys/K0dEu+jlVUW2xfVVuvpVvytXRLvsIDfXXJkDilp8ZrVFIXGdn5DQDQQRAkAQAAAM3w8THo3J6ddW7Pznpk+kCt2V2szKxcfZF9RCerLe/8VlpZq/d+OKT3fjik2PBATU+JU0ZqggbFs/MbAKB9I0gCAACAx/OU8MXP6KOJ/aM1sX+0TlbXasX2QmVuzNXqXUWqtbLzW0Fppf71zX7965v96tU1RBkpCcpIjVfPqBAXVw8AQNsRJAEAAMDjeUaM1Fiwv6/SU+KVnhKv4xXV+mxrvjKz8rR+/zGr1+wrqtALK3bphRW7lNK9Yee3aSlxig4LdGHlAAC0HkESAABewkMGdAAdUqcQf10zqoeuGdVDuSWn9OmmPGVm5Wl7fqnVazYdKtGmQyV6cmm2xiZHKT0lXlMHxyqcnd8AAB6MIAkAAC9hsjzrxiPdPamPXvpqt7vLgAdpT0FoQmSQbpvQW7dN6K1dR8qUmZWrzKw8HT5ueee3epP0ze5ifbO7WA8t2qpJ/aOVkRqvtH7RCvRj5zcAgGchSAIAAB7nd5P6qHOwn3KOntT873LcXQ48QFVNvbtLaJW+MWG6b2p/zZ3STz8dLNHirFwt2Zyvo1Z2fquurdeyrQVatrVAYYG+unhwrDJSEzS6Fzu/AQA8A0ESAABeoj2N6DD6GDRnbJIkafPhEv10sMRq2+6dg3TomOWRHug4fjp43N0ltInBYNDwHp00vEcnPTxtoNbsKdbirDwt31agCis7v5VV1uqDDYf1wYbDig4L0PSUeGWkxmtIQoTHLD4OAPA+BEkAAKDdigz20wX9ovWftQfcXQqcrKq2fY5IssTX6KO0ftFK6xetU9V1+mrHES3amKfVuwpVU2d5DmphWZXeWLNfb6zZr6SoEKX/HCr16hrq4uoBAN6OIAkAALRbH99+nt60ECINjAtXdV299hSW66JBsQryN+qTjbluqBBoXpC/UdOGxmva0HiVnKzWsq0FyszK1ff7j1ld12x/cYVe/Gq3Xvxqt4Z2i1B6Srymp8QrJpyd3wAAzkeQBACAl7C0E5RvO19zJSkqRPUWPm0vvmusfI0+jY4RJMHTRQb769cjE/XrkYnKP/HLzm/b8qzv/Lb58AltPnxCT322XWN6ddGM1ARNHRyriCB2fgMAOAdBEgAAXmJotwj16BKsA0dPSpJG9uysYP/2/U8Bg8FgMUiytCjxhQNitGL7EYv3iQr1V3F5w+LHfkaD1elFgKvERQTplvN765bze2tPYZkWZ+VpUVaeDh47abG9ySR9t/eovtt7VH9ctFUT+3dVRmqCLujPzm8AAMdq3/96BAAANjMYDHrrN6P00le75e/ro99P7uvukhyizsLSOZYWIv7rlUP17Oc79O76Q42OL/jNSPWJDtPfV+ySJF06NE7XvbHeKbUCrZEcHaZ7p/TT7yf3VdahEmVm5WnJ5jxz+Hm26rp6Ld92RMu3HVFYgK+mDo5VRmq8xvTq0mSkHgAA9iJIAgDAi3TvHKznrkxxdxkOVV9v2+ihyGB/PXP5UD1z+VCL5/98RcPxQ1ZGfADuZjAYNCyxk4YldtIfLx2gtfuOatHGhp3fyqtqLV5TVlWrj348rI9+PKyo0ABNGxqnGcMSlNKNnd8AAK1DkAQAANo1S1Pb2qJ752D1iwnTziNlDr0v4Ei+Rh+N79NV4/t01VM1g/XfHYVatDFXq3YWqdrSMD1JxeVVmv9djuZ/l6MeXYKVkRKv9NQEJUez8xsAwHYESQAAoF2rc3CQJEmvzz5Xf/1ipypr6mT0Mai61qQAPx/tLSzXjgICJniWQD+jLhkSp0uGxOnEyRp9vi1fmVl5WrvvqNWd3w4cPamX/rtHL/13jwbFh2tGaoKmp8QrNoKd3wAAzSNIAgAA7ZoTciR17xysF68aZvFczweWOr5DwEEigv00a0SiZo1I1JHSSvPOb1tyT1i9ZlteqbbllerpZds1KqmzZqQm6OLBcYoIZuc3AEBTBEkAAKBdq7NxjSRHmTwwRl9mW979DfAkMeGBuml8L900vpf2FpVrcVaeMrNylXPU+s5v6/Yd07p9x/Rw5lal9YtWRmq8JvWPUZA/O78BABqwbQMAAGjXnDG1rTlPXTbY4vGHpw10aR2APXp3DdXvJ/fVyrlpyrxzrG4cm6SuYQFW29fUmfRl9hHd9c5Gnfvkl7r3gyyt3lWkWivrLwEAvAcjkgAAQLtmcnGQFB0WqEemDdSflmQ3On7t6ET9ZlySJKa/wXMZDAaldI9USvdIPXTpAK3bd1SLNubq860FKrOy81tFdZ0+/ilXH/+Uq6hQf106JE4ZwxI0rHskO78BgBciSAIAAO2aq6e2WWMQH6jRvhh9DBqbHKWxyVF6YsZgrdpZqMysPH21o1DVtdZ2fqvWf9Ye0H/WHlD3zkHKSElQRmq8+sSEubh6AIC7ECQBAIB2zUNyJDEwA+1ZoJ9RFw2O00WD43TiVI2WbyvQ4qw8fbe32OozdujYKb28co9eXrlHA+LCNSM1XtNT4hUfGeTa4gEALkWQBAAA2rV6D0mSWpMj5fz5UqbBweNEBPnpV+d216/O7a7C0kot2ZyvzKxcbTpsfee37fml2p5fqmeW7dDIpM7KSI3XpUPiFBns78LKAQCuQJAEAADaNVcvtm2Ns9eKmZ4Sr+35pdpTWO7UfoAzRYcH6sZxSbpxXJL2F1eYd37bV1xh9Zr1+49p/f5jemzxNk3o21XpqQm6cEC0gv356AEAHQH/NQcAAO2ahwxIavUKSUYfg03rPD186QAVllXpT59ma33OsWbbTuofrbKqWq3f37jdwtvH6IpX1rayUni7pKgQ/e7CPrp7UrK25pYqMytXn27O05HSKovta+pMWrG9UCu2FyrY36gpA2OUMSxB45Kj5Gdk82gAaK8IkgAAQLvm6l3brGntgCQfg1TXQpvosABFhwcqOjxQH9w2ptnpcHek9dYfLuqvO9/5qcm54T06t65I4AwGg0FDukVoSLcI/e8lA/T9/qNanJWnz7bkq7TS8s5vJ6vrtCgrT4uy8tQ5pGHntxnD4nVOYid2fgOAdoYgCQAAeLSWYiKP2bXNiR+GfRx47ydmDNbDi7Y67H7wbkYfg87rHaXzekfp8YxBWrWzSIuz8rRi+xFVWdn57VhFtRasO6AF6w6oW6cgpafEKyM1Qf1i2fkNzaurN6n0VI1CA30Z1Qa4EUESAABo1zwlSHKmVuVIVr4tM8/pprfXHdCOgrI21QScLcDXqKmDYjV1UKzKKmu0fNsRZWbl6ts91nd+O3z8lP6xaq/+sWqv+seGKSM1QdNT4tStU7Bri4fHO3GqRjf95wf9kHNc/WLCNO+GEewQCLgJQRIAAPBoQX7GZs8HtnC+I3DkiKQgf6M+v+d87T5SpskvfO2w+wJnCgv008zh3TRzeDcVlVVp6eaGaW1Zh0qsXrOjoEw7Pt+hZz/foRE9Oyk9NUGXDolT5xB2foP0yU+H9UPOcUnSziNlemPNfj08baCbqwK8E+MBAQCAR/vfiwdYPH71qERJ0n1T+zU6/uuRiU6vqV1oIXtiWRq4StewAM0Zm6RFd47V6vvS9D+T+6p315Bmr/kh57geXrRVI59aoRvn/6DMrFxVVFlefwne4bFPsxu9f2PNfjdVAoARSQAAwKMNTgjX7y/sq7e/P6DCsobdoc7r3UV3TUyWJA2KD9e9kxvO94oK1W8vSHZnuU7hjNDH3jWd4iIaFvsuLK3UHWm9FRUaoNvfbrqgN9CcHl1C9NtJfXTXBcnalleqxZvytDgrTwWllRbb19ab9N8dhfrvjkIF+Rk1eWCMZgyL1/g+XVkjBwDchCAJAAB4NIPBoN9d2Ee/u7CP1fN3T+qjuydZPt8ROHJq22n23rFPTJjevHFk822iQ/XlvRMkSQ99skVvf3+wldWhozMYDBqcEKHBCRF64KL+Wp9zTJk/7/x24lSNxWtO1dQ1BE+b8tQp2E+XDIlTRmqCzu3RST4+DLEDAFchSAIAAPBwzhiRZG845YjP6b8Zl8R0FDTh42PQ6F5dNLpXFz2WPlBf7ypWZlauVmw/osoayzu/HT9Zo7e/P6i3vz+ohMggTU+JV0ZqvPrHhjl1B0UAAEESAACAx3PKiCQ7b+mIGm4e30tbc09oe36pSitZ7wZNBfg2TF+bPDBG5VW1+mJbgTKz8rRmT7HVHRpzS07p1dV79erqveobE6qM1ASlp8Sre2d2fgMAZyBIAgAA8HDOGF/h7BFJlj7yx0YE6v1bx0iSej6wtMn99z1zqSTp4he/0fb8Uvs6RIcTGuCry8/ppsvP6abi8ip9tiVfmVl5+vHAcavX7DpSrueW79Rzy3dqeI9OykiN16VD4tQlNMCFlQNAx0aQBAAA4Ok8YKaOLdOFLI8XsY2VwSaAJCkqNEDXj+mp68f01KFjJ7V4U54WbczV7sJyq9f8eOC4fjxwXI9/mq3xfaKUkRqvyQNjFRrARyAAaAv+KwoAAODh7Bk9ZGtTexcnNrpw3RmTiVQJ1nXvHKw7JybrjrTe2lFQpkVZufo0K095Jyzv/FZXb9KqnUVatbNIgX5bdOGAGGWkJmhC367y92XnNwCwF0ESAACAh3NGhGPvPX34vA0PYzAYNCAuXAPiwnX/1P7acOC4MrNytXRLvkpOWt75rbKmXks252vJ5nxFBJ3e+S1eI3t2Zuc3ALARQRIAAICd0lPj9acl2eb3fWNCndqfMxbbtveeNk1tO2MkUVsGFTEgCfby8TFoZFJnjUzqrEenD9I3u4uUmZWnL7OP6FRNncVrTpyq0bvrD+rd9QcVFxGo9JR4pafGa2BcODu/AUAzCJIAAADsFBUaoPsv6q/nlu9QRJCfHpk2yKn9OeMzrfN3bSMNgnv4+/po0oAYTRoQo4qqWq3YfkSLNubq693Wd37LP1Gp177ep9e+3qfk6FBlpMQrIzVBiV3Y+c0TlJysdncJAM5AkAQAANAKt6f11s3jk2QwGGRsh1Ni7M2FjC78Ek2EUHCQkABfZaQmKCM1QUfLq/TZ1gItzsrVDznWd37bU1iuv325S3/7cpeGJUYqIyVelw6NV9cwdn5zl9e/2e/uEgCcgSAJAACglXyNlhcOevqyIXrwky0O68cZU9sMdq6S5IwarGFqG5yhS2iArhvdQ9eN7qFDx07q0815WpyVpx0FZVav2XiwRBsPluiJpds1NjlKGSnxmjIoRmGBfi6sHO/9cNDdJQA4A0ESAACAg6Wnxuvf3+7Xnma2JreHMzIcewdR2bRGUitrcdZ9AGu6dw7WHWnJuiMtWTsKSrU4K0+ZWXnKLTllsX1dvUlf7yrS17uKFPCJjy4cEKP01Hil9euqAF+ji6vvuEwmk178arf+vmK3JGlMry761+xzVVzO1DbAkxAkAQAAOFhogK++uOd8lVY27BwVHuinXg9+ZrFtgK9RNXW1zd7PKSOS7LynTcHTGQkQo4rQXvSPDVf/i8I1d0o//XTwuDKz8rR0S76OVVgOL6pq67V0S76WbslXeKCvLhkSp/TUeI1K6tIup7l6km15peYQSZLW7juq99YzGgnwNARJAAAATuDjY1BksH+L7a4ZnajXVu9rts1dFyQ3ej++T5S+2V3ctvqcvth265lIoeAGPj4Gnduzs87t2VmPTB+oNbuLlZmVqy+yj+hkteWd30ora/XeD4f03g+HFBseqOkpccpITdCgeHZ+a42/r9jV5NiTS7fL3+ij6rp6N1QEwBKCJAAAADe6dlSPZoOk8EBfXdA/utGx+y/qr11HftCR0qpW92v3GkkuHGlBjAR38zP6aGL/aE3sH62T1bVasb1Qi7NytWpnkWqt7PxWUFqpf32zX//6Zr96dQ1RRkqCMlLj1TMqxMXVt0/r9x/Tiu2FFs8RInmXvJJTeuiTLcorqdQt5/fSFcO7ubsknIUgCQAAwI26dw7WnqcuVnZ+qYL9fRUW6KvOIf7KKzmlepPUs0twk5ENgxMitGruRJVW1mjU01+1ql+D5XXCrXLpjB2SJHiQYH9fpafEKz0lXscrqvXZ1nxlZuVp/f5jVq/ZV1ShF1bs0gsrdimle8POb9NS4hQdFujCytuPunqT7n53o7vLgId4ZtkOrdxZJEma+9EmjesTpZhwnh1PQpAEAADgZr5GHw3tFtnoWI8uzY9iCPI3Ksjf+iK/vx6RqKWb883vk9o4KsKWqW1n5j/MTkNH1CnEX9eM6qFrRvVQbskpfbqpYZHu7fmlVq/ZdKhEmw6V6Mml2RqbHKX0lHhNHRyrcHZ+M9tRUKqC0kp3lwEP8emmPPNrk0n619f79MdpA91YEc5GkAQAANABnde7iyYPjNGX2UcUFuCrJ2cMbnTeZOdMEVeOSCKDQnuQEBmk2yb01m0TemvXkbKGnd825erQMcs7v9WbpG92F+ub3cV6aNFWTeofrYzUeKX1i1agn3fv/LZ82xF3lwAXM5lM+tc3+/TBhsOKDgvQo9MHqV9smMW2ZZXNb0gB1yNIAgAA6IB8fAz653XDdejYKYUH+TZZ+NtkZ1zDwsGAdX1jwjR3aj/9z5S++ulgiRZn5WrJ5nwdtbLzW3VtvZZtLdCyrQUKC/TVxYNjlZGaoNG9vG/nt9LKGr301e6WG1pgMpn4b1M79f3+Y3r6sx2SpD2F5frdexv1+T3nW2xr7+8rOB9BEgAAQAdlMBiU2CXY4rmQAPv+GXjp0DhHlGQTdm1De2UwGDS8RycN79FJD08bqDV7irU4K0/LtxWowsrOb2WVtfpgw2HzyIzpKfHKSI3XkIQIrwhJMrPyWm5kRVVtvdeP5mqvVmQ3HoW2o6BM1bX18vdtuoAfvxI8D0ESAACAF/Iz+uiuicl6eeWeJueC/IyaNjROmZvyVF1brykDY3Ruj04t3tNRARCfGdAR+Bp9lNYvWmn9onWquk5f7TiizKw8rdpZqJo6y3/LC8uq9Maa/XpjzX4lRYUo/edQqVfXUBdX7zqnqls/bYkgqf0qraxpcqzOyo6I/E7wPARJAAAAXmru1H6aMSxBPx08rjG9uighMki7CsvUOdhf0eGBmju1n0pO1qhvTKjdIyPaMhWB//uMjibI36hpQ+M1bWi8Sk5Wa9nWAmVm5er7/ces/n3fX1yhF7/arRe/2q2h3SKUnhKv6SnxHW73qrYEQVW1dZJYtLw9qrOwTl9Nfb2C1PTvA78TPA9BEgAAgBdLjg5VcvQvox36x4abX8eEBzb7obV/bJh2FJSZ318/pqf59cVD4vTBhsPm92dPV7j8nAR9/FOu+f2Vw7u1qn6gvYkM9tevRybq1yMTlX/il53ftuVZ3/lt8+ET2nz4hJ76bLvG9OqiGakJmjo4VhFB7T9ECfRtQ5BUY+euAfAY9RbSoVorI/XgeZpOQAQAAABs8MSMwQr9ea2l/rFh+tWI7uZzE/p01Xm9u0iS/I0++vus1EbX/m5SH8X+HFLFhgfqrguSzedYWBXeIi4iSLec31tL7x6vFfeer7svSFYPK+uaSQ0jM77be1R/WLhZI55coVsXbNBnW/JVWWN5/aX2IMCv9R9Jb/rPBt35zk86cLTCgRXBFSxNY6u1NExJ/E7wRIxIAgAAQKuM6NlZX/3PBOWWnNLAuPBGU1R8fAxa8JtR2ny4RFGhAereufGH4x5dQrT8nvO1t7hcvaNCFRH8y8gKpjHAGyVHh+neKf30+8l9lXWoRJlZeVqyOU/F5VZ2fqur1/JtR7R82xGFBfhq6uBYZaTGa0yvLvI1tp/xAgEWFle21c4jZdp5pEx7C8ut7vgFz2QpSKqxskYSOZLnIUgCAABAqzU3/c3oY9CwROuLdEcE++kcC+evHpWov3y+s9GxS4e4btc4wJ0MhobnZlhiJ/3x0gFau++oFm1s2PmtvMrywtRlVbX66MfD+ujHw4oKDdC0oXGaMSxBKd08f+c3RwTHOwrKlFdySvGRQW2/GVzCUpBUx9S2doMgCQAAAB7lmlE9mgRJ907p66ZqAPfxNfpofJ+uGt+nq56qGaz/7ihUZlauVu4oUrWVaUDF5VWa/12O5n+Xox5dgpWREq/01IRGa6F5kjoHDUGsrmW9JHdZvq1h8fhB8RG69fxeNo2Is/Rzr6m3NrVNOlpepb99uUunqut01wXJ6t2BdzJsDwiSAAAA4FEigvy07fGpWrH9iKpq6nXBgGhFhQa4uyzArQL9jLpkSJwuGRKnE6dq9PnWfGVm5WntvqNWR/UcOHpSL/13j1767x4Nig/XjNQETU+JV2yE5+z8Zm3Ld3v5ePjIq44qO69Uty74UZL02ZYC+Rt9dPP5vVq8zvIaSZb/LphMJv3uvSyt2VMsSVq796i+e+AC+fjwM3eX9jN51oHS0tJkMBjs+rNq1apG96ivr1d2drbmz5+vO+64QyNGjFBAQIDV9vZatmxZo/4fe+yxNt1v1apVNn+tbe0LAACgrUICfJWRmqBfjehOiAScJSLIT7NGJOqdm0dr3f9O0h8vHaAhCRHNXrMtr7Rh17c/f6Wr/rlW764/qBMna1xUsXWWdu9qDXIk93hyaXaj9099tt2m62osjKizdExqGJF0OkSSpILSSn27t9hiW7gGI5Js4OPjoz59+jQ6tmDBAs2ZM8cp/VVUVOj22293yr0BAAAAdBwx4YG6aXwv3TS+l/YWlWtxVp4ys3KVc/SkxfYmk7Ru3zGt23dMj2RuVVq/aGWkxmtS/xgF+RstXuNMVrIDuzWXR5VX1er//rtbJRU1umVCL6ZFOdD2/NJWXWdp9FFtvUkmCz9IS4PWSloRgn63p1gLf8pV/9gw3TguSUZGNLWaVwZJ8+bNU0VF81tEZmdna9asWZKkSZMmKSEhodH5M/+C+/n5aciQIaqpqdGWLVvaXN/DDz+sAwcOKDo6WoWFhW2+39n+/e9/a8SIEVbPR0dHO7xPAAAAAM7Vu2uofj+5r+65sI82Hz6hzKw8fbo5T0VlVRbb19SZ9GX2EX2ZfUQh/safd35L0Njertv5rd5BU9uaW2vpgYWbtWRzviTpi+wCrX/oQvm1o53tPFlrpyZaXGy7vt7icUuj1uztNae4Qte88b05cKwzmXTbhN523gWneWWQlJSU1GKbBQsWmF9ff/31Tc4PHDhQL730kkaMGKHU1FQFBgbqsccea3OQ9OOPP+qll15SQECAnnrqKd18881tup8lSUlJGjx4sMPvCwAAAMD9DAaDUrpHKqV7pB66dIDW7TuqRRtz9fnWApVZ2fmtorpOH/+Uq49/ylVUqL8uHRKn9NQEnZMY6dSd3xy12HZzgcbpEEmSjp+s0bKtBUpPiXdIv96utTlgrYWFtWvqTJbvZ+GYpZFLzfnrFzsbjVr787IdBElt4JVBUkvq6+v19ttvS5JCQ0N1+eWXN2kzcuRIjRw50qH91tXV6eabb1ZdXZ0eeeQRJScnO/T+AAAAALyL0cegsclRGpscpSdmDNaqnYXKzMrTVzsKre50Vlxerf+sPaD/rD2g7p2DlJGSoIzUePWJCXN4fY5abNue+xw5UemQPmE5ECosrVR0uPUF3atr6/XTwZKm96ozWRl91Pa/IzsLytp8D/yC8XwWfPXVV8rNzZUkzZw5U8HBwS7p94UXXtDGjRvVt29f3X///S7pEwAAAIB3CPQz6qLBcXrl2uHa8McL9ZeZQzUuOUrNLRVz6Ngpvbxyjya/8LUufvEbvbZ6r/JKTjmsJkcttm1PkOSoPiFZyJF01b/WNTti6JlllhfkrrEytc3Srez9EbKrn2MxIsmCN9980/za0rQ2Z8jJydGjjz4qSXrllVcUEMDuJAAAAACcIzzQT786t7t+dW53FZZWasnmfGVm5WrT4RNWr9meX6rt+aV6ZtkOjUzqrIzUeF0yOE6dQvxbXYc9AVC/mDDtPGJ5ZIk99yFGchxLI5L2FVVo0+ETSu0eafGaed/mWDxeV2eyONXREaOUyJEciyDpLOXl5frkk08kST169FBaWppL+r399tt18uRJXXPNNbrggguc2tdDDz2kw4cPq6CgQMHBwerZs6fS0tJ0++23q2/fvm269+HDh5s9n5+f3+x5AAAAAK4VHR6oG8cl6cZxSdpfXGHe+W1fsfUNitbvP6b1+4/pscXbNKFvV6WnJujCAdEK9rfvI6Y9AVBgM7vKWVtrydLIGAYkOY61H9/R8l8WeN90qERLt+RrYFy4MlKtr031fyv36LWE4U2OW/p5/ee7A9pRUKZfj0hUz6iQFutkhzbHIkg6y8KFC807ul177bVOXVjutHfeeUeff/65IiMj9fzzzzu9v++++878urq6WllZWcrKytJLL72khx9+WI8++mirv+7u3bs7qkwAAAAALpYUFaLfXdhHd09K1ra8Ui3amKtPN+fpSKn1nd9WbC/Uiu2FCvY3asrAGGUMS9C45CibdkazZ5pZoK/1+1kLpGzdBQzOceBoha545TvV/vxzOFVTZ7XtpkMluuudn5oct/SjzTpUoqxDJXrn+4Na97+TFBLQfLRBkORYBElncfW0tmPHjun3v/+9JOmZZ55RdHS00/qKi4vT5ZdfrnHjxqlXr17y9fXVwYMHtWTJEr355puqqanR448/rurqaj399NNOqwMAAACAZzMYDBqcEKHBCRH630sG6Pv9R7U4K0+fbclXaaXlnd9OVtdpUVaeFmXlqXNIw85vGanxOiexk3ysfJCvs7zet0WRwX5Wz1kNkgiN3OpvX+wyh0iS9L8fN7/L+YYDxy0ctf4zLKus1dvfH9At5ze/A5srBoh4E4KkMxw+fFirVq2SJI0ePbrN07xsMXfuXBUWFmrUqFG65ZZbnNbPiBEjdODAAfn5Nf6P7znnnKMZM2bolltu0ZQpU3TixAn9+c9/1qxZs5SSkmJ3P4cOHWr2fH5+vsN3uwMAAADgPEYfg87rHaXzekfp8YxBWrWzSIuz8rRi+xFVWdn57VhFtRasO6AF6w4oITJIGanxykhNUL/Yxju/NTc6qFdUiHl6Xb+YMPWPDdfybUcstn1l1R7tPBKjF1fs0vg+XdWjS7B8DAZdPDi2Sdt/rNyjEH+jSitrdfWoREWFet/6tCaTSZ9tKdDOI2WaPjTO4Tvyrd9/TJsOn9DiTXltvldtC9Mfdx0pb/EeDEhyLIKkM7z11luq/3mxsNmzZzu9v1WrVmnevHkyGo169dVX5ePjvE30QkKanzc6cuRIvfzyy7ruuutkMpn08ssv61//+pfd/XTr1q21JQIAAADwcAG+Rk0dFKupg2JVVlmjL7Yd0aKsXH27p9jqejm5Jaf0j1V79Y9Ve9U/NkwZqQmanhKnbp2Cm10j6YPbxmhxVp58DFJ6aoLeXX/QatuVO4u0cmeRJOmTjbnm489/uatJ24rqOj32abYk6cMfD2nV3IleN/Xp3fWH9OAnDaODXlu9V6vvm6jYiECH3f+1r/c57F72rKNljZERSQ5FkHSGBQsWSJICAgI0a9Ysp/ZVVVWlW2+9VZJ09913KzU11an92eKqq67SnXfeqdLSUq1evdrd5QAAgFboFxvu7hIAeImwQD9dMbybrhjeTUVlVVq6OU+Zm/K08WCJ1Wt2FJRpx+c79OznOzSiZ6dmA5yo0ADdOC7J/N4ZW7gfOnZKK3cU6sKBMQ6/tyc7HSJJUlVtvf7fyj16YsZgN1ZkXW1d24MkZ/zd8WYEST/bsGGDsrMbUulp06apU6dOTu3v448/1q5du+Tn56eBAwfqvffea9LmdD2StHXrVnObUaNGKSkpqUn7tvL19VXfvn21YcMG5ebmtnwBAABwu9sm9Narq/dKkhIig3SJhWkcAOBsXcMCNGdskuaMTdKBow07vy3KytXeIus7v/2QY2k9HOtsWLu7VfYWletCWQ+SvthWoL1FFUpPjVdCZJBzinCz7/cfdXcJVjliRBI5kmMRJP3szEW2XTGtraqqYdeDmpoa3XzzzS22X7hwoRYuXChJmjdvnlOCJIlFyAAAaG/+MLWf+saEqri8SjOHd5evsz5pAYCNenQJ0W8n9dFdFyQrO79UmVl5WpyVp4LSyjbd1+jEpUCsWbA2Rw9nbpPUsLbSmvsvUEQzi363V548Yqe23o4V2a3w5K+vPSJIUkOYc3q0T9euXXXxxRe7uSL3qK2t1a5dDXOI4+Pj3VwNAACwhY+PQZefwxqFADyPwWDQoPgIDYqP0AMX9df6nGPK/HnntxOnapq9tnOIf5NjRjdkAadDJEkqq6rVq1/v1f0X9Xd9IU7myQMKHDCzTW7IIDs0vp2Sli1bpqKihoXZrr76avn6Oj9fmzNnjkwmU7N/Vq5caW7/6KOPmo/PmTPHKTW9//77OnHihCRpwoQJTukDAAAAgPfx8TFodK8ueubyIfrhoQv1r+vP1bShcQr0s/yR9K9XDm1yzOikEZcmSUs35+utdQdUXlXbbNtvdhc1Oba/uEJvrs3RTwftm6rnSWxZa9xkMumLbQW6852f9NJXu5Vbcsr5hUmqd8DUNkYkORYjktR4Wtv111/vxkpaJycnxzzVbcKECVq1alWj88ePH9emTZuUlpZm9R7r16/XXXfdJakhjb799tudVS4AAAAAL+bv66PJA2M0eWCMyqtq9WV2gXKKT8pgkOpN0rk9Oun8vl2bXOesnbf+vGyH+fWCtQf0+T3jrY7Qqaiqa/R+f3GFLnnxG52qqZOPQfr3nBFK6xftlDqdyZag5f+t3KO/ftEwg2Wp8s3r8zlbTR1T2zyN1wdJx48f15IlSyRJgwcP1jnnnGPztfPnz2/0Pisry/z6888/V05Ojvl9cnKyxo0b15ZSW+3EiROaOHGihg4dqhkzZmj48OGKi4uT0WjUwYMHtWTJEi1YsEDV1dWSpLlz52r48OFuqRUAAACA9wgN8NVlw2ybnutry7CZNtp5pExf7y7WBAtBliRVnDVi6fkvd+lUTUO4VG+S/vDRZq1/6EKn1+lotnxrT4dIp52srrPS0rGqax0RJDmgEJh5fZD0/vvvmxe+tnc00g033GD13LPPPtvo/ezZs90WJJ22efNmbd682ep5o9Gohx9+WI888ogLqwIAAACAlgX5G13Sz478Uk3o29XiOk6FZVX6YluBJg+MkcFg0Keb8pqc9yT19SZ9kV2gqtp6XTIkTn5WpgeeOQKr4ESlVu0s1KHjJ9U3JqzZ61yhuoURSSYbZr4xIsmxvD5IWrBggaSGEOWaa65xczXOER8frw8//FBr167V+vXrlZubq+LiYlVWVioiIkL9+vVTWlqabrrpJvXs2dPd5QIAAABAEyEBrgmSDIaGAObqf62zeP6WBT/qjrTe+kM7WHT7fz/eovc3HJIkLc7K0xtzRlhsd3rEzpHSSk15YbVKK38ZebVoY67m3TDS6bVa45ARSQxJciivD5K+/fbbVl9rsiX6bIO0tDSb+ujZs2ez7fz9/TVz5kzNnDnTkeUBAAAAgMsE+7vm46tBBu08UqZteaVW2/xj1V6PD5Iqa+rMIZIkfbWjUIeOnVT3zsFN2p4esfP6N/sahUiStHJnkXKKK5xbbDOqmNrmcbw+SAIAAAAAeL4QFwVJ+4orXLb+jzPU1NXrq+2Fqqpt+jXsLCjTyp2FTY6fDpI++vGwxXu+vmafY4u0Q2VN238Wtk5t23jwuPJKKpXWr6tCAohLrOE7AwAAAADweMEumtr27vqDNrVzxLb0znDj/B/0ze5ii+duenODxeMt5SxvrbPte+IMjhmR1HKQ9MEPh/SHhQ1rCvfqGqLPf3e+/H3dtzaUJ+O7AgAAAADweGEeNkKkpUWg3SE7r9RqiNScjr4WtS1rJJ0OkSRpX1GFMrNynVlSu0aQBAAAAADweF3DApQcHeruMsw+PGP9IU+RnW99XafmGNQQtBw/2XSnOk9nkknf7C7S9/uOWl072FKOtL+4Ql9tP6KSk9UWr/m6FYGct/CsSBcAAAAAAAsMBoPmzRmhf6zao3fXuz/EeThzm7tLaKK1A4tMMmlHQetCKHf7+KdcffxTw+ihW8/vpf+9ZECTNpamtk1+frVq602KiwjUp78d5/Q6OxJGJAEAAAAA2oXunYP1zOVD3V2Gx2rLFLVnl+1wXCFu8trX+1RnYe0qS9+X2p/b5Z+o1L++dt9i4u0RQRIAAAAAAA6yvZXTy9qqrLJG3+092qpry6tqtXJnkYMrco+Dx07qu73FKq+qNR8ztDBW6x0bF1hHA6a2AQAAAADgIBe/+I0emTZQN45Lclmfxyqqlf7yGh0+fqpV12/NbZ/T2iy58PnVqqs3qUeXYC26Y6w6hfi3fJFnbsDnsRiRBAAA4AZdwwLcXQIAtFsx4Z7939A/Lcl2aX9vrzvQ6hCpozk9te3A0ZOa/12OTdeQI9mHIAkAAMAF/nJF4zU9npvJGh8A0FpPXzbE3SV4lFdX73V3CR5pwboDkhoWE2+Otd3eYBlT2wAAAFzgiuHdVFRepQ05x3TBgBhN6NvV3SUBQLt1Qf9od5eAdsDWgIgYyT4ESQAAAC5g9DHozonJ7i4DADoEQ1u2JwPOwoAk+zC1DQAAAAAAeK2Wpr6hMYIkAAAAAECHNj0l3t0lwIMxIsk+BEkAAAAAgA7t/ov6ubxPFnD2IC38KPhJ2YcgCQAAAADQoRl9XL+mkqtypNLKGlVU17mms3bG5h8BSZJdCJIAAAAAAB2aOwYH1bug06xDJZr43Cqn99NemX8ELeSIrJFkH4IkAAAAAECHVldvOSj4U8Ygp/VppUuHenbZDh2tqHZ+R+1dS1PbyJHsQpAEAAAAAOiwunUKUrdOQRbPXTYswWn9WhuRdOJkjUpOOib8WbvvqEPu4+3IkexDkAQAAAAA6LBevGqYDAbLc5vCAv2c1q+lHOnt7w9o+JNf6pwnvtTr3+xzWt/txbWjE91dAlqBIAkAAAAA0CG9c/MoDe/RyS19nz0iqaauXg99slW19SbVm6Qnl27Xyepat9TmKZ6cMUSzzu3utPvbunMeO+zZhyAJAAAAANAh+Rvd95H37CCp4ERlkzY7CsokSVW1dTpwtEKllTUqraxR/c8LLFXW1KmiyvPDJjdsiudQltazqqqp07GKapVX1aqwrFKn2BnPzNf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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 454,
"width": 585
}
},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_derived_env/sol_0180_0299/sol_0190/WE__0190___________DER_WS__________________P02.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n"
]
},
{
"data": {
"image/png": 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27JDD4dDAgQNVokSJXLd58803JUnHjh3T2bNnrSoFAAAAQDFwKj73yZDPp6ar7/iNXq4GANxnWShz+vRpSRd6yuTF+b4zZ85YVQoAAABQJHZPXgvXzNhy1O4SAKBILAtlUlIupNilS5fOc5vQ0NAc2wMAACAwWTn8xOFwFGk/RsT4h/dm77K7BAAoEmbDAgAAcFa0c3f4OOYbsR6PMAAUHqEMAAAAAACADUKsPsC7776rSpUqub2dw+HQ2LFjPVcYAAAAUIAijnqCRY6fS7a7BADwKMtDmTlz5uR7f9b43oK2k0QoAwAAAPgobwwR+3FZhPp3utry4wCAt1gaynjyhbmok7MBAAAARZXbx1k+ldonOS3T7hIAwKMsC2UOHjxoVdMAAADWYbZSFIAvC60RfiJea/af1vW1KtldCgB4jWWhTJ06daxqGgAAAMUQeVjgCjsRr/u+X6XktEwFBxF6AQgcrL4EAACAYs+TvVtYXjt37jwqH8/fYw5Nysjk8QUQOAhlAAAAANhqedgpu0sAAFtYvvqSqw4fPqxZs2YpIiJCDodD9erV07333qv69evbXRoAAACsQqeIYoMORABQeJaFMunp6Ro3bpwkqUmTJmrTpk2e277//vv65JNPlJ6enu32119/Xf3799cXX3xhVZkAAADF1sFTiXaX4DMYcuQNPMYAUFiWhTKrVq3S888/L4fDoUWLFuW53fDhw/X+++/nel9GRoa+/vprBQUFafjw4VaVCgAAUCyNW81qmAAA+DLL5pRZsmSJJKl27drq1KlTrtscO3ZMQ4YMMa+3a9dOY8eO1cKFC/XBBx+oYsWKMgxDX3/9tcLDw60qFQAAAHDZnO3H3O55k5aR6aFqfAmrJgFAYVkWymzatEkOh0PdunXLc5tx48YpOTlZDodD999/v1asWKEnn3xSd911l959910tW7ZMoaGhyszM1KRJk6wqFQAAAHDZlPWHNX1zlFttZDKcCgAgC0OZrJ4t+c0lM2/ePPPy//73vxxLFTZr1ky9e/eWYRhatWqVNYUCAADAJ/hTTvH69B12l+CD/OgJBAAfYVkoc/z4cUlS3bp1c70/KSlJW7dulcPhUJMmTXTVVVflut3dd98tSdq3b58ldQIAAKD4u/jLPwAAfIFloUxycrIkqXTp0rnev2XLFnO1pXbt2uXZTp06dSRJsbGxHq3v5MmT+uOPPzR48GB17txZVatWlcPhkMPhUN++fQvd3sKFC9W9e3fVrFlToaGhqlmzprp3766FCxd6tG4AAADklJaRqW8Xh+u5nzdpwc5ou8sBAMAllq2+VK5cOcXFxenUqVO53r9+/Xrz8o033phnO1nfamRkZHi0vurVq3uknczMTD377LMaO3ZsttuPHj2qo0ePavbs2Xr66af1008/KSjIsgwMAAAgoE1YHakv/w6TJP21+4T+eLm9rqtR0e12GZDjOn8afgYAvsKylCBr2NLatWtzvT9rdSZJatu2bZ7tZIU6FSu6/6aal9q1a+vOO+8s0r7vvPOOGcjccMMNmjp1qjZs2KCpU6fqhhtukCSNGTNG7777rsfqBQAA1uG80j99vGBPtuvvz9ttUyUAALjOslCmXbt2MgxDI0eOVHx8fLb7Dh06pEWLFsnhcKhWrVpq1KhRnu1s27ZNknTllVd6tL7Bgwdr3rx5On78uA4dOqSffvqp0G2EhYXp888/lyS1aNFCq1ev1iOPPKKWLVvqkUce0apVq9SiRQtJ0vDhwxUREeHR3wEAAAC5OxiTaHcJcJKanqn1B07r8OnzdpcCAD7FslCmX79+kqTo6Gjdcsst+vPPPxUeHq65c+fq7rvvNueT6dOnT77tLFmyRA6HQ82aNfNofe+//766du3q1jCmr7/+2vw9vvvuuxzz55QpU0bfffedJCk9PV1fffVV0QsGAABAsVEch/rk9SulZWSq58g1enjUOt3+5XIt2n3cq3UBgC+zLJRp3ry5nnvuORmGoW3btqlLly5q1KiRunfvrrCwC+N9q1evrv/+9795thEdHa3FixdLkjp06GBVqUViGIbmzJkjSWrUqJFat26d63atW7dWw4YNJUlz5syRURzfgQEAADzAKMTgsdMJKfry7zCNXnFAKekFzz3IZzDr5fUQz98Rre1R5yRJqRmZevX37V6sCgB8m2UT/UrS999/L8MwNHr06BxvhJdddpnmzJmjSpUq5bn/119/rYyMDIWEhKhz585WllpoBw8e1LFjxyRJHTt2zHfbjh07at++fTp69KgiIyM9PhQLAAAgkBiGoQdHrjWHKP0bHWdzRcjP3O3Hsl2PT0m3qRIA8D2WhjLBwcEaOXKkXn75Zc2dO1eHDx9WyZIl1bx5c/Xs2VNlypTJd/8yZcro1Vdf1eWXX64qVapYWWqh/fvvv+bl/ObEufj+PXv2FCqUiYqKyvf+6GiWfAQAAIFldcTpbHPGzNp6tMB9slb0BADAl1gaymRp3LixGjduXOj9hgwZYkE1nuEcltSsWTPfbWvVqmVePnLkSKGO47wvAAAApKOx/j9ZbHHMiBgiBgCFZ9mcMt4QGRmp2267TZ06dfL6sZ1XlCpXrly+25YtW9a8nJCQYFlNAAAA8B1/7jqul6Zs0cjl+5WRSWABAMjJKz1lrJKYmKhly5bZ0h01OTnZvFyyZMl8tw0NDTUvJyUlFeo4BfWsiY6OVqtWrQrVJgAAyFsx7MAAG+w6ek7PT94sSfpjR7RCQ4L0ZLviPa8gQ8QAoPD8OpSxU6lSpczLqamp+W6bkpJiXr542eyCFDQ0CgAAANYp6oicD+b9m+36+/P+LfahTF7DlxjWBAB58+vhS3YqX768ebmgIUmJif83EV1BQ50AAAAC1eZDZ+0uwWPCTsbnez85BQBAIpQpMuceLAWtkOQ8BImJewEAQCApTC+Jt2futLASAAB8D6FMEV177bXm5b179+a7rfP911xzjWU1AQBQXJxNTNX3S8I1cU2k0jIy7S4HbtgTnX+PEWeRp/1/VSUAAAqDOWWK6Morr9QVV1yhY8eOafny5fluu2LFCklSjRo1VLduXS9UBwCA/zIMQw+OXKP9py4M/9119JyG92zmveN77UiBISEl3e4SbBF7Ps3uErwu6//O8rBT+nj+v7q+ViV90r2JrTUBgK+jp0wRORwOdevWTdKFnjDr1q3Ldbt169aZPWW6devGrPQAABRgzf7TZiAjSdM25z9MGIHHm/Ox8NHNdYYh7T+VoD7jNijsRIJ+3xSldsOWEHQCQD4IZdwwcOBABQcHS5JefvnlHMtdJyUl6eWXX5YkhYSEaODAgd4uEQAAv3PkDENYAH/10pSt2a6fiEvJY0sAgBTAw5dWrVqliIgI83pMTIx5OSIiQhMmTMi2fd++fXO00aBBA73++uv67LPPtGnTJrVr106DBg1S/fr1tX//fg0bNkxbt154Y3r99dd19dVXW/K7AAAA+CqWQw4chgztiY6zuwwA8CsBG8qMGTNGEydOzPW+1atXa/Xq1dluyy2UkaSPP/5YJ0+e1Lhx47R161Y98sgjObZ56qmn9NFHH7ldMwAAAAAAKD4YvuSmoKAgjR07VvPnz1e3bt10xRVXqGTJkrriiivUrVs3LViwQGPGjFFQEA81AACAJ3hznhc6+gAArBSwPWUmTJiQY4iSO+655x7dc889HmsPAAAgELiSeew6ek51q5ZVudDCfHT1THJjME2t26wOtpiHCoA/o/sGAAAALOOJ8/Gu363SPd+sVPS5pII39uiRUSh5PORWPxNjVh6w+AgAYB2/DmUuueQS9e7dW71797a7FAAA4CEsQYzcHD5zXiOX7S/y/kX9s2L4kvvW7o/Jcdu582kea3/i2kMeawsAvM2vQ5krrrhCEyZM0Pjx4+0uBQAAABbLOvkmKPFReSRfaRk5n7ApGw5bXAwA+AevzimzZ88ezZkzRytXrlRYWJjOnj2r+Ph4VahQQZUrV1bDhg3Vvn17devWTQ0bNvRmaQAAAAC8ZNife/XCLfXtLgMAbOeVUObw4cMaMGCA5s2bJ8Ppq42sy6dPn9aZM2cUERGh+fPn6+2331b37t311VdfqWbNmt4oEQAAQJKUnkk3DE8qqFeLt0ar8awCAHyR5cOX1q9fr1atWmnu3LnKzMyUYRgyDEMOh0MVK1ZUjRo1VKFCBUky78vMzNTMmTN10003acuWLVaXCAAAYFoZdsruEhDA0jIy7S6h6Ei+AKDQLA1lTp8+re7du+vUqVMyDEO1atXSJ598og0bNigpKUlnz57VkSNHFBsbq6SkJK1fv14fffSRatasKcMwFB0drfvvv19nz561skwAAABTpTIl7C4BAWxj5Bm7SygyMhkAKDxLQ5nXX39dx48flyQ9//zzCg8P15tvvqkWLVqoRInsH3hKliypli1b6u2331Z4eLiee+45SdLRo0c1aNAgK8sEAAAwNalZye4S4EO83nOFZMMlf+46rpHL9+tobGGWSQcA32NZKHPmzBn9+uuvcjgcevzxx/Xjjz+qZMmSLu0bGhqqESNG6LHHHpNhGPrll18UGxtrVakAAMCHOLw2ywjycj41XfuOxys+2f1liw0/ThlGLNuvr/8Jt7sMXGTC6oN6fvJmfbZwrzp/vcLucgDALZaFMjNmzFBycrJKly6tr7/+ukhtfPPNNypdurSSk5M1Y8YMzxYIAACKhc2HzmjxnhP+PReHDzkRl6yu367SXV+v0N1fr1RkTKLdJeXgKEJuV9hdTiekaNifewt/oADmraXKh87717wcl5zunYMCgEUsC2U2bNggSerevbsqV65cpDaqVKmiHj16SLowYTAAAICzEcv264ERa/XUxE16Yuz6bKs8omjGrDygA/8/iDkam6RvFwdmT5G/dp+wuwQAQACwLJTZunWrHA6Hbr75Zrfaad++vQzDYBUmAACQg3NPhnUHzmjzIRYHcNfolQezXZ+59ahNleSN7A0AUFxYFsqcPHlSknTVVVe51c7VV18tSTpxgm8rAABA/rYejrW7BMA9TKkEAAHFslDm3LlzkqRLLrnErXYqVaokSYqLi3O3JAAAgAJxTgwUjT9P6gwAdrEslElISJB0YSUld2Ttn9UeAAAo5khFYAF/iQtiz7u/4hUAwH9YFsow0R4AAABQOBmZfIYGgEBiWSgDAAAAuNpFhS/0AACBKMTqAzz55JMqW7ZskfdPTEz0YDUAAADIS+z5VFuOeyw2Sc/+vMnSY/jLqDiHvxSaC3I1ACg8y0OZTZusfYMFAACAZ0zfHGXLccevPqhdRz29qIN76YZdk9aeS2JOGQAIJJYOXzIMwyM/AAAAsE5iSrok6aP5e2w5/uiVB205ri9atPuE3SUAALzIsp4ymZmZVjUNAACKMT8eveG3ft14RE+1v9KStgv6es26r98MnYxL1uiVB1S6ZIgSUzMsOxIAAEVl+fAlAACAwnD486Qafmru9mOWhTIFmbzukCXtGob08Kh1Ohjjm/MT5tUZnD9/AAgshDIAAACwzXmLerCcTkzV6UR7Ji52hz9nMkw6AACFx5LYAAAACEgLd0bbXQIAIMARygAAAMAyvrxmwwu/bLG7hBwYvgcAgcWy4UsffPCBx9scPHiwx9sEAAAAfEUQmQwABBTLQpmhQ4d6POknlAEAALCG4ctdWrysxUd/KybBrvlo/DeV+WFphN0lAIDfsXSiX0++udOVEwCAwGD3O34gRhOZmYaembTJ7jJ8hn2BjH/bcPCM3SUAgN+xLJQ5ePBgkfc1DEMzZszQsGHDdPr0ab65AQAgwEWfS9LlFUvbXUaxtfPoOe08ak3bRkDGXAAAuMayUKZOnTpF2m/evHkaMmSItm/fLulCQFOjRg298847niwPAAD4kdURp/XgjTXtLsOnnYhLtrsErykOMU9eYRWdwwEgsFg6fKkw/vrrLw0ePFibNl3oOmsYhqpXr6633npLzz33nEJDQ22uEAAAeENGZtFPuQP1hPbzv/bpe+bzKBaY6BcAAovtocySJUs0ePBgrV27VtKFMKZq1aoaNGiQXnzxRZUuTVdlAAAChWEYemPGDrvL8Cun4lMIZAAA8FO2hTKrVq3Se++9pxUrVki68CHskksu0Wuvvab+/furbNmydpUGAABssjritN0l+J1AnFyVziQAgOLC66HM+vXr9d5772nx4sWSLoQxFStW1H//+1/997//Vfny5b1dEgAA8BErwk/led+x2CR9/tc+pWcaeuWOBqpblS9wUPwEBeoYPAAIUF4LZbZs2aLBgwdr4cKFki6EMeXKlVP//v312muvqVKlSt4qBQAA+BnDMPTC5M3aHnVOkrQjKlZLX7vF3qIAN2yKPJvr7WQygeXc+TQt3BWtGpeU1s1XV7O7HAA2sDyU2blzpwYPHqy5c+dKuvChqkyZMvrPf/6jN954Q1WqVLG6BAAA4OfOnk81AxlJijx9XnuPx9tYEeCe9+bssrsE2CwlPUNdvlupqLNJkqSh916rvu2utLkqAN4WZFXDe/bs0cMPP6wbbrhBc+fOlWEYCg0N1YABA3TgwAENGzaMQAYAAGSz/UhsrrenpmfmuO18aobF1SA3Jwu59LZRHNavtsCh0+dzvd3BjDkBY87WY2YgI0lD5/1rYzUA7GJZT5kmTZrIMAwzjHn66af19ttv6/LLL7fqkAAAwM+tD8BJa/3NibgUu0sQOQ+KA17vAEgWhjKZmZlyOBxyOBwKDQ3V/PnzNX/+/CK353A4tH//fg9WCAAAkJO/9VMwAjCiyPTT7jfpGZkKCS6go7q//QGiyEKCeLIBeGFOGcMwFBcXp7i4OLfacTDrGQAAACQt35f3Kl2+bMPBM2p7VVW7y4CPCCKUASALQ5kOHToQpAAAAAQ4K/q07HCa9NmfvDt7l5awahgAwIllocyyZcusahoAAAD/X8TJBLtLgItcGXYVFIBfaq6JiLG7BACwjWWrLwEAAMB6X/8T7tXjBWBm4FWB+PAOmbvb7hIAwDaEMgAAwOclpeVc/nrf8XgbKgGsFWihV0amoXB6ewEIYIQyAADA56WmZ+a47VS8/Uszo2CGBSslFefgohj/agCAXBDKAAAAn+enKyADhcZCGYGEFzYAFk70e9ttt3m0PYfDocWLF3u0TQAA4L+OxSbluC0mIdWGSuBtxTmkI5IJHP66ihgAz7J09SVPJf2GYfCtAQAAyObs+ZwBTHxyWo7bDMPQzC1HdejMeT3YvKZqVynjjfKAHIpxluTTSgb75uCA3cfictwWn5ym8qVK2FANALtYFspI1owhBgAAyEtu3+GMWL5f//tznyRp/KqDWv3WbarASY/X8GkQdgsJ9p8vd4+fSyaUAQKMZbFxZmamR38yMnKuugAAAAKXqyf7WYGMJMWnpGv8qsh8t98RFVvkmmC9E3HJdpdQZP4TDRQvPO4AfJlv9uUDAABw4uooZlc66e48mvc8DpmZhj5fFOZiVXBFQnK6R9uLS8o5RK04YXloz2MaBAC+jFAGAAD4vNErD+a4zYpR0ruOMfGmpx3NZUJm5C2/0BDFx/5TuYdv5EdA4LEslNm3b1/BGwEAAPiQ1PRMu0tAAeZtP6bEFM/2voF9vDEHpa/Nc5mekamHRq61uwwAPsKyiX6vueYaXXrppbr55pvVoUMHdejQQc2aNbPqcAAAAPACu7/J/3ZJhL0FAG5a9O8JnU7MuXrcBXSVAQKNpasvnTp1SjNnztTMmTMlSRUrVlS7du3MkKZFixYKDg62sgQAAIBs7A4VAg0P9//xrf4aviEQ53s5FZ9idwkAfIhloUyfPn20atUq7d+/37wtNjZWCxYs0IIFCyRJZcqUUevWrc3eNG3atFFoaKhVJQEAAOQrAM8PgWLP14Kf/IZT+VipALzAslBm/PjxkqTjx49r5cqV5s/OnTuVmXlhvHZiYqKWLFmiJUuWSJJKlCihFi1amD1p2rdvr3LlyllVIgAAACxG7xDAdT42/Q0AL7B0+JIkXXbZZerZs6d69uwpSYqLi9Pq1avNkGbjxo1KTb0wpjI1NVVr167V2rVrNWzYMAUFBalZs2ZmSHP//fdbXS4AAAAA2GLbkVhddSlfSgOBxPJQ5mIVKlRQ586d1blzZ0lSSkqKNmzYYIY0a9asUXx8vCQpIyNDW7du1datW/Xtt98qPZ2Z9gEAgHsYHeAeRyEfQR7v/8NjkVNKeobdJXhdfp1hWAEOCDxeD2UuFhoaqptvvlk333yzJCkzM1Pbtm3T0qVLNWLECB08eNDnlrEDAAC+6eL5GE7GJ+fYJjPfzxWcNgPetPd4vN0leB2nNgCc2R7KZElNTdX69euz9ZhJSEiwuywAAODHdh+Ny3FbchrfRAO+wFtfvPpT1MpEv0DgsS2UiY+P15o1a7RixYocc8tkvUA7HA41btxY7du3N3vSAAAAXMDXzXYweNyLjEcuuxXhMSoXav3piK897r5WDwB7eS2UOXXqlFauXGmGMDt27DBXYcoKYUJDQ9WyZUu1b99e7du3V7t27VSxYkVvlQgAAAIA30QDviEyJlHX1eCzvjNenoDAY1koExkZaQ5FWrFihcLDw837skKYSy65RG3bttXNN9+s9u3bq0WLFipZsqRVJQEAAOSLwKZghZ3oF0B2+Q3b4jUICDyWhTL16tWT4/+/qmS98NSpU8fsBdO+fXs1btzYqsN7XWpqqiZNmqRp06Zpx44dOnPmjEqUKKEaNWqobdu2euaZZ9S2bVu7ywQAAADgowg9gcBj+fCl4OBg9ezZU4MGDVLTpk2tPpwtDh06pC5dumj37t3Zbk9NTVVYWJjCwsI0YcIEvfzyy/rmm2/MsAoAAHjfyvAY1X1zvqqULalN797O+7LFmD8DdvOn/+GHz5y3uwQAXhZkZeOGYSg9PV2//vqrbrjhBjVp0kQvvPCCJk+erEOHDll5aK9JS0vLFsg0bdpUEyZM0Nq1a7Vo0SINHjxYZcuWlSR99913GjZsmJ3lAgBQrOX4ljmfs7HTian6a/cJVzcHPGL3sXN6e9ZOu8vwCYGah+a36NT3SyO8VwgAn2BZT5lt27aZc8qsXLlS0dHR2r17t3bv3q1Ro0ZJkmrUqKF27dqZc8r4Y0+aOXPmmIFMmzZttHLlSgUHB5v333HHHbrvvvvUpk0bpaWladiwYXrttdcUEuIzq5EDAOCXPLGa7vOTNyvysy7uN4Q8Beh5d67OJaWp+49rlJrOsuwAgAssSwaaNm2qpk2b6j//+Y8kaf/+/dlWX9q/f7+ioqL022+/6ffff5ckVahQQW3btjXnnLnpppt8fuLfNWvWmJffeuutbIFMlhtvvFFdu3bVrFmzFBsbqz179qhJkybeLBMAgGJnWdgpu0sISIXt3cDwpf8Tez7N7hIAAD7Ga9016tevr/r166tv376SpOPHj2cLaXbt2qVz585p4cKF+vPPPyVJJUuW1I033miGNF27dvVWuS5LTU01L9erVy/P7erXr5/rPgAAoGgyMu0/3T90OlF1qpS1uwzAL/397wk1viLwlsQ2iCoBOLFtDM1ll12mnj17qmfPnpKkc+fOadWqVeZwp02bNiklJUVr167V2rVr9fnnnys9Pd2ucvPUsGFD8/KBAwfyXFFq//79kiSHw6Grr77aK7UBAIDCKeykvxEnEwIulCnssLFMT4wzQ7G0MjxGretVsbsMr1uy96TdJQDwIZZO9FsYFStWVJcuXfTZZ59p4sSJ+vLLL82eJ4ZhmMtq+5pHH31UFSpUkCQNGzZMGRkZObbZunWr5s+fL0l67LHHzO1dERUVle9PdHS0Z34RAACKgUCdONSbNh06U6jtL55MGXA2/K99dpfgVSfjk7XuQOH+DwEo3nxittkdO3ZkG8p04oT/vHlXrVpVP//8sx599FGtXr1aLVu21MCBA9WgQQMlJCRo9erV+uKLL5SamqrmzZvriy++KFT7tWrVsqhyAACKn4u/w2FCVc+LSSjcMOztR2KtKQTwQyOXHbC7BAA+xuuhTHp6ujZu3GgOU1q9erXOnTtn3n9xj5i6deuqQ4cO6tChg7dLddl9992nzZs364svvtDYsWPVp0+fbPdXr15dH374oZ555hmVKVPGpioBACj+Lp6r4b3Zuyw9Hj1zAlv4iXgdOXteN11ZRWVDfeK7Tvi4UwkpdpcAwMdY/u5x/vx5rVmzxgxh1q9fr+TkZPN+5xDG4XDo2muv1c0332wGMTVq1LC6RLelpqZq0qRJmjNnTq7DrE6cOKHJkyfryiuv1H333Veoto8cOZLv/dHR0WrVqlWh2gQAoLjaFHk22/WT8ZwAeZo7OZSvDkcvqs7frFR6pqF61cpq/ss3q3TJnKtwwgcQngLwYZaFMq+99ppWrlyprVu3ZptnxfnNODg4WNdff70Zwtx8882qUsW/JvtKTExU586dtXLlSgUHB+uNN97Qk08+qXr16ik5OVnr16/XBx98oFWrVun+++/X559/rldeecXl9mvWrGlh9QAAFC97j8fbXQLysCLslPr/utXuMjwq/f+vAHbgVKJ+23hYfdtdaXNFyA2ZDABfZlko8+WXX8rhcGQLYUJDQ9WyZUszgGnXrp3KlStnVQleMXToUK1cuVKScgxdKlmypO644w7deuutuvPOO7V06VK9/vrr6tSpk5o1a2ZXyQAAAEU2fXNUkfZ7f95uxZ5P83A1vmP+zmhCGQBAoVk6fKls2bJq06aNGcLcdNNNCg0NtfKQXmUYhsaNGydJatCgQY65ZLKEhIToww8/VPv27ZWZmakJEyboq6++8mapAADAAo4A/A7+aGxSkfbbfyrRw5UAAOD/LAtlNmzYoBtuuEHBwcV3bO2JEyd05syFJe1uuOGGfLe98cYbzct79+61tC4AAFA0gRexAMWfL81kxGsMgIsFWdVwixYtLA9kdu/eraCgIIWE2DPbvfNx09PT8902Le3/uuvaVS8AAAAA+7gSEP2x45jldQDwHZaFMt5k10z+lStXVoUKFSRJa9euzTeYWb58uXn5yisZbwwAwMX2Ho+zu4TC42tvAIUwb3vBgctLU4rXhNgA8lcsQhm7BAUFqUuXLpKkY8eO6eOPP851u7Nnz2rQoEHm9a5du3qlPgAA/Mk7s3bZXYIchCxAseMr/60TU/LvWQ8gMDGOxk2DBw/WnDlzdP78eQ0dOlSbN29Wnz59zCWx161bp6+//lqHDx+WJHXq1El33nmnzVUDAOB7Nh86a3cJheYrJ3sAfN/phFS7SwDggwhl3NSoUSPNmTNHjz76qGJiYjRv3jzNmzcv121vu+02TZs2zcsVAgAAqzjoWgPARYZPTTkMwFcQynjA7bffrr1792rs2LFauHChdu/erdjYWIWEhOiyyy5Ty5Yt9dhjj+m+++7jwxsAAEAxZNMUhwAAP0co4yFVqlTRG2+8oTfeeMPuUgAAQBE5GJAEwCIEdwByw0S/AAAARUSEA8BVZDIAckMoAwAAAAAWM+gqAyAXhDIAAAD/X2pGpt0l+KRdR8/ZXYLPY9pAFOTQmfN2lwDABxHKAAAA/H8jl++3uwSfdDAm0e4SAL9mGIaeHL/R7jIA+CBCGQAAgP/v739PFGp7ekcAcEXEyQS7SwDgowhlAABAsRSXnGZ3CQggTBfiuxw+kJ6eT82wuwQAPopQBgAAFEuZmZwlw3s2HTprdwkoRtKY3woIGD4fyixdulQ9evTQAw88kOO+mjVravz48Ro3bpwNlQEAgEDnYFFsABZ4/ufNdpcAwEtC7C6gIIcPH9bs2bNz7XZYsWJF9enTx4aqAAAA4ComCoad/HEp6sV7T+rImfOqVbmM3aUAsJjP95QBAADwVT4wVYVfGLZwr90lALYqSix0LDbJ43UA8D2EMgAAoFjyxpfjZDKu2RB5xu4SEMB8YaJfAMgLoQwAAAAsxSkx7EQmA8CXEcoAAADAJUWdm4OTYgQ6/gsAyAuhDAAAQFFxpuUSho8AAJA7QhkAAFAs+d96K8UXkQwC3an4lELvQ5gJBAZCGQAAAFiKc0vYyRf+/CatO1TofVaFn7KgEgC+hlAGAAAUS0Wd/6QwHD5xuuf7eJwQ6FaEFT5g+XZJhAWVAPA1IVY1XK9ePY+0k5CQ4JF2AAAA4J6i5lz0lIGdGMoIwJdZFspERkbK4XC4/S0VYykBACj+MjM5bSrO+DQHAEDuLAtlateuTaACAABcsioixu4SYCE+EwIAkDtLe8oAAAC4YuGu43aXUCRkDQAAwB1M9AsAAGwXGZNodwlFQibjmiA+cRYL/jrMkP+nAHyZ37xFZmRk2F0CAACwyNoDpz3epn+ePvq2oj6m6Rk8G8VBfHK63SUAQLHj86HM5s2bNWDAANWoUcPuUgAAALJhrhTXRJ9LtrsEAAB8kmVzyrjj6NGjmjx5sn7++Wft2bPH7nIAAIAfcnMBSAAAAMv5TChz/vx5zZgxQ5MmTdKyZcuUmZmZbTntOnXq2FgdAAAAAH9EPgvAl9keyixevFiTJk3SrFmzlJh4YZK/rDCmfv36euCBB/Tggw+qRYsWdpYJAAD8zKn4FMuPweglAADgDltCmT179mjixIn65ZdfdOzYMUn/F8Q4HA716tVLr776qpo1a2ZHeQAAoBj4eV2k3SUUOwZjwgAA8CivhTIxMTGaMmWKJk2apK1bt0r6vzf2ypUr6+GHH9aIESMkSV27diWQAQAAbklNdy1A2HDwjDZGnlG7q6paXJH/IooBAMAaloYyqampmjt3riZNmqS//vpL6enpZhATGhqqe++9V7169dI999yjkJAQM5QBAADwlodHrZVhSF/9HVbofQNl9NKKsFO6r9kVdpcBAECxY1ko8/zzz2vatGmKjY2VdKFXjMPhUMeOHdWrVy/17NlTFSpUsOrwAAAALskakZOeSX+QvGw+dNbuEuALAiWFBAAvsiyUGTVqlHn52muvVa9evfT444+rVq1aVh0SAADAZDDoxmMiTyfaXQIAAMWSpcOXHA6HypUrp3vuuUedO3cmkAEAAMVKoKy+lNWbiJgLAADPCrKq4bp168owDMXHx+uLL75Q8+bN1aRJE/3vf/9TVFSUVYcFAADwogBJZQA/FhQo6SkAv2RZKHPgwAEtX75c/fr1U4UKFWQYhnbv3q233npLdevW1a233qpx48YpLi7OqhIAAEAgo1sHbGAYhmZt5QtIX3L3dZfZXQIA5MmyUEaSbr75Zo0ZM0bHjx/X1KlT1blzZwUFBSkzM1MrVqzQM888o8suu0wPPfSQ5syZY2UpAAAgwGQapDLwvv/9tU///W273WXASdmSwXaXAAB5sjSUyRIaGqqHH35Y8+fP19GjR/X555+radOmMgxDycnJmjFjhnr06GFuHxERoYyMDG+UBgAAUGRxyWl2lwAfYhiGRizbb3cZAAA/4pVQxtmll16qV155RVu3btWOHTv0yiuvqHr16jKcvs167733VL16dT311FNasGCB0tPTvV0mAADwU1Fnz3vtWCvDYrx2LPg+lg4HABSW10MZZ9ddd50+//xzRUVFacGCBXrkkUdUqlQpGYahM2fOaMKECbr33ntVrVo19e7d285SAQCAn/jq73C7Syi2GBGWv4W7jttdgqWYLxcAPM+yUKZfv3566qmnFB0dXXARQUG6++67NWXKFB0/flyjR49Whw4dJF3oBnru3Dn98ssvVpUKAACKkRlbvDfJKiepAADAHZaFMhMmTNCECRN09mzhunGWL19eTz31lJYtW6YDBw7ogw8+0FVXXWVRlQAABJY1+2N0x5fLdceXy7Vmf/EdepORaSgt0/puHWQyAKwUk5BidwkALGbr8KWC1KlTR++++67CwsK0evVqu8sBAMCvZWYaevX37Qo/maDwkwl67fft2eZ0K05u+GCR5u8ouLeuu+gpA8BKo1YcsLsEABbz6VDGWevWre0uAQAAv3YgJlHR55LN68fOJetATKKNFVknLplFAgD4P0IZoPjzm1AGAAC4JzOXXjHFtaeMtzgCrKuMIf5e8hNYfw0AAE8glAEAACiiAMtkUAD+HmCFY7FJdpcAwEKEMgAABAg6xXieg74RACzWbtgSjVi23+4yAFgkxOoDzJkzR5s2bfJIW7179/ZIOwAAIAuhgjvoGYFAwp+7PQxDGvbnXvVpW0dlSlp++gbAyyz/X/3uu+96pB2Hw0EoAwCAx9F9xh2BdJLa6L2FyvDCMuP+LNDmGIJ3RZ1NUoPq5e0uA4CHWR7KMIEgAAAorgLpHDw5LdPuEoCAxmkVUDxZHsp89NFHqlGjhtWHAQAAAAAA8CuWhzL333+/rr32WqsPAwAAiiSAunpYgIl+4Yy/BliJJemB4onVlwAAAIookIYvwQX8PQAAColQBgCAAMG3rJ7HOTgAb2FOGaB4IpQBAAAAAACwAaEMAABAEbEEMgIJf+/2oqcMUDwRygAAABQR56hwxsTPsBJDUIHiybLVl4YMGSJJuvTSS606BAAAgK3KlrR8IUv4EUI630QPEwC+zPJQBgAA+C5OIt3TrFYlu0sAECAIl4DiieFLAAAEMD7ku4dQCwAAuMOynjL16tXzaHsOh0P79+/3aJsAAAQSAhjAWmR0AIDCsiyUiYyM9Gh7zPYOAIDn8fYKAABgH8tCmQ4dOrgdpOzevVunT5+WwVd7AAC4jQAGAADAt1gWyixbtqzI+27dulWDBw/W6dOnzdvKli3rgaoAAAhcfMfheeRccFbcg89i/usBgC18aqLf3bt364EHHlCLFi20YMECGYahUqVK6dVXX9WBAwfsLs8lhw8f1pAhQ9SiRQtVq1ZNpUqVUq1atXTzzTdr8ODB2rVrl90lAgAAAPAzBOtA8WRZT5nC2Ldvn4YOHapp06bJMAwZhqHQ0FA9++yzeuutt3TZZZfZXaJLvvvuO7311ltKTEzMdntUVJSioqK0atUqxcXF6euvv7anQABAQPtz13G7SwCKNQd9SWAhQ6QyQHFkayizf/9+vf/++5o6daoyMzNlGIZKlCihp556Su+8845q1KhhZ3mF8tFHH+m9996TJDVo0EDPPPOMWrZsqYoVK+r06dPaunWrZs2apaAgn+qcBAAIIN8sDre7BAAAADixJZQ5dOiQPvzwQ02aNEkZGRkyDEMhISHq3bu33nvvPdWpU8eOsops8eLFZiDTu3dvjRkzRiVKlMi2TadOnfTaa68pNTXVjhIBAIAFivscIgB8B8OXgOLJq6HM0aNH9dFHH2n8+PFKS0uTYRgKCgpSr169NGTIENWrV8+b5XhEZmamXnjhBUlSs2bNNHbsWIWE5P2wlixZ0lulAQBQIDIFwHMI6QAAheWVUObEiRP65JNPNHr0aKWkpMgwDDkcDj388MMaOnSoGjZs6I0yLLFo0SKFh1/oDj5o0KB8AxkAAAAUX2QysBIdZYDiydIEISYmRp999plGjBih5ORkM4zp0aOH3n//fTVu3NjKw3vFtGnTJEkOh0Ndu3Y1bz9z5oxOnz6tKlWqqHLlynaVBwBAvviQ7y5OwwEAQNFZNuvsW2+9pXr16umrr75SUlKSDMPQvffeq82bN2v69OnFIpCRpHXr1kmS6tatq/Lly2vKlClq0qSJqlSpogYNGqhKlSpq2LChPv/8c6WkpNhcLQAAAFA0DM+y17CFe3Xvd6v06YI9Sk3PtLscAB5iWU+ZYcOGyeFwyDAMVatWTa+//rpatWqluLg4rVixokhtdujQwcNVuiczM1N79+6VJFWtWlUDBgzQt99+m2O7sLAwvf7665o1a5bmz5+vSpUquXyMqKiofO+Pjo4uVM0AgOIhPjlNk9YeUolgh3q3qatSJYKL1A7nWADgH9YeOC1J2nn0nBpUL68Hbqxpc0UAPMHyCVAcDodiYmI0aNAgt9tJT0/3UFWece7cOWVmXkipd+7cqY0bN+ryyy/X8OHDdc8996hUqVLauHGjBg0apHXr1mnNmjXq16+fZs6c6fIxatWqZVX5AAA/1mfcBm05HCtJ2nDwjMb0aWlvQQDoSgKveXXadkIZoJiwbPiSJBmG4dEfX5OYmGheTk5OVpkyZbR06VI9/vjjuuSSS1S6dGl16NBBS5YsUbNmzSRJs2bN0vr16+0qGQBQDOw/lWAGMpL0z56TSkjxrS8uAgXn4AAAwB2W9ZQZP368VU37jFKlSmW7/vTTT+e6klTp0qX18ccfmxMB//bbb7rppptcOsaRI0fyvT86OlqtWrVysWIAQHFwKj7nHGUpaRkqF1r4t3UHqQIAAIBtLAtl+vTpY1XTPqN8+fLZrt955515btupUyeFhIQoPT1dGzdudPkYNWvSLREAYB1f7IkK+CsiTgBAYVk6fKm4Cw0NVbVq1czr+c3/UqpUKVWtWlWSdOrUKctrAwAA1uMkHM7oeAYAKCxCGTc5L+2dkZGR77ZZ94eEWD6/MgAgwNDfBQAAwP/Ykg4kJiZq586dOn36tOLi4lShQgVVqVJF1113ncqVK2dHSUXWoUMHLVu2TJJ04MAB3XDDDbluFxcXp5iYGElSjRo1vFUeAMDPGIahf6PjVC40RHWqlM11G09+Gc+cMgBc5aBvGAB4nNdCmaSkJI0bN07jx4/Xjh07cu1VEhwcrGbNmunJJ5/Uk08+qdKlS3urvCJ74IEH9MEHH0i6sLLSAw88kOt2s2bNMsft33zzzV6rDwDgX175fbtmbT2qIIf0cfcmerRVbUuPF5eUZmn7AAAAyJtXhi/9+eefqlevnvr376+tW7cqPT091yWv09PTtWXLFr388suqX7++/vrrL2+U55amTZuqc+fOkqSpU6dq8eLFObY5fvy43n33XUlSyZIl9eSTT3q1RgCAfwg7Ea9ZW49KkjIN6a2ZO13et6jz9Xb7YbUSWU67yOhpBGf0JAEAFJblPWW+++47/fe//zWDF0lq0KCBmjdvrurVq6tcuXJKSEjQiRMntGXLFoWFhUm6EGTcc889+uabb/TSSy9ZXaZbvv76a61du1axsbHq2rWrBg4cqHvuuUelS5fWhg0b9OmnnyoqKkqS9OGHHzJ8CQCQq9URMbYcd+qGw3r65nq2HBsoTsjoAACFZWkoM2fOHA0cOFCGYSgoKEjPPfecBgwYoIYNG+a5T1hYmL755huNGjVKGRkZGjhwoGrXrq377rvPylLd0qBBA82bN08PPvigTpw4oc8++0yfffZZtm0cDofeeecdvfHGGzZVCQAoLjzdO+OfPScIZQAAAGxg2fCl5ORk9e/fX4ZhqFKlSlq6dKl+/PHHfAMZ6ULA8cMPP2jZsmWqVKmSMjMz1b9/f6WkpFhVqke0b99eu3fv1pAhQ9SsWTNVqFBBpUqV0pVXXqknn3xSmzdv1ocffmh3mQAAH1bUIUgAgMDz3uxdSk3PtLsMAG6yLJSZOnWqjhw5IofDoZkzZxZ6ctt27dpp5syZcjgcOnLkiKZMmWJRpZ5TpUoVDR06VNu2bdO5c+eUlJSkAwcOaNy4cXmuygQAgCcYLIptC0arALDLz+sOaUXYKbvLAOAmy0KZP/74Q5J0//3365ZbbilSG7fccovuv/9+GYZhtgcAQHGxIypWC3ZGK6GQE+0ybwXgm/ivCW/77+/b7C4BgJssC2W2b98uh8OhBx980K12svbftm2bB6oCAMA3zNwSpW4/rNaLv2zRvd+tUnJahsf7usQnp2nMygOasv6w0jPy7uLOsCkAriAQ9j0paQxfAvydZRP9njhxQpJUv359t9rJ2v/kyZNu1wQAgK945fft5uWDMYmaueWouUqhJxiGoUdGrdPuY3GSpFEr9nusbfwfTlLh7Ni5JLtLAAD4Gct6ymRx9wOmJz+gAgDgq5bsdfPLh4veLrceiTUDGUmKPH3evfYBFGjqhiN2l4BAQzAM+D3LQpnq1atLkvbvd++buaz9L730UrdrAgCgOHDlM/iRM4QwAAAAvs6yUOb666+XYRiaPn26W+1k7X/99dd7oCoAAPxbekamflpxwO4yAAAA4AGWhTJdu3aVJM2ZM0fLli0rUhvLli3T7Nmz5XA4dO+993qwOgAA/NM3i8P1978nctzOYF97OBg7AAAA3GBZKPPoo4+qdu3aMgxDPXr00Jo1awq1/9q1a9WjRw9JUs2aNfXoo49aUSYAAD7CcGkVpO+WRFhwZAAAANjBslAmNDRU33zzjRwOh86dO6eOHTvq5ZdfVnh4eL77RUREqH///urYsaNiY2MVFBSkb775RqGhoVaVCgCATzByiUeSUjMUfiJeCSnpNlQEAP6n54017S7Ba+irB/g/y5bElqRu3brpq6++0sCBA5WZmakff/xRP/74oxo0aKDmzZvrsssuU7ly5ZSQkKDjx49r69at2rdvn6T/W3Vp+PDhuv/++60sEwAAn9X1u5XafypRNSqV1i9P3+TyfixeCAAA4PssDWUkqX///qpfv7769eunU6dOSZLCwsIUFhaW6/ZZYUzVqlU1duxY5pIBABQrmZmGMguRmOw/lShJOhqblO/QpawmNx86q62Hz+pUfIpbdcI1Dr6mBmAjV95NTsYl6/XpOxRxMkGPtKyll267Sg5evACfYXkoI0ldunTRgQMHNGbMGE2aNEnbt29XZmZmju2CgoLUrFkz9e3bV/369VO5cuW8UR4AAF6x/1SCnp20yQxaLlZQVjNjS1S+96/ZH6NeY9Yrk14yABAQUtNznlNd7PulEVoeduHL8S/+DlPHhtXUtGYliysD4CqvhDKSVLZsWQ0YMEADBgxQXFycdu3apZiYGMXHx6t8+fKqWrWqrrvuOlWoUMFbJQEA4FU/LI3IM5DZezxeLetWdqv9QTN2FC2QIcQBgGJr0tpD2a5/NH+Pfn+ujU3VALiY10IZZxUqVFDbtm3tODQAALaZueVonvdFnU1yu/0jZ9xvAwBQvCWnZdhdAgAnlq2+BAAACocOKwAAAIHFslCmX79+euqpp7RmzRq32gkPD1e9evVUv359D1UGAIBvOp/Kt5cAAACBxLJQZsKECZowYYJuvfVWffHFF0VuJzU1VZGRkYqMjPRccQAA+KCNB8/YXQIAAAC8yPLhS2lpaXrjjTfUvXt3nTt3zurDAQDgtww3BjDZtW+gY1VZAADgDstDmVKlSskwDM2dO1fNmzfX5s2brT4kAAAAAACAz7M8lJk1a5Zat24twzB08OBBtW/fXj/88IPVhwUAAAAAXCT8RILdJQBwYnkoU6tWLa1YsUIDBw6UJKWkpKh///565JFHlJDACwIAAFkMm0YR2XVcAID3JbEkNuBTvLIkdkhIiL788kvNmDFDFStWlGEYmjZtmlq0aKGdO3d6owQAAIo1d4KVTYfOeq6QAOMQk8oA8D97ouO0KjxGaRmZdpcCBDyvhDJZunfvrk2bNun666+XYRgKCwtT69atNXbsWG+WAQCAT6LDCgDAk4w8Evt7vl2pXmPX6/Ex6/PcBoB3eDWUkaT69etr7dq1evrppyVJSUlJevbZZ9WnTx8lJSV5uxwAAAAAKJYOxCTmentWDrPh4BmtDI/xYkUALub1UEaSQkNDNWrUKE2cOFFlypSRYRiaPHmyWrVqpX379tlREgAAQKGxJDYAu+XX0yUpteD5Y1ZHEMoAdrIllMnyxBNPaP369WrYsKEMw9Du3bvVsmVLTZkyxc6yAADwO3Q+B4qPzYfO2F0C/AijjwD/ZmsoI0mNGzfWpk2b9Mgjj0iSEhIS9MQTT+j5559XamqqzdUBAOBFfLAGIOnd2bvtLgF+xO23Dnr8AbayPZSRpLJly2rKlCn64YcfFBoaKsMwNHr0aLVp00YRERF2lwcAgFcYpDIAdGFlHASOBtXLWdZ2embB7yusIgfYyydCmSwvvPCCVq1apbp168owDG3btk0PPfSQ3WUBAODzWD3DHswpA8AVJYKte7HI7/V//OqDBe7P6xhgL58KZSTpxhtv1NatW3XvvffKMAylp6fbXRIAAF5BrgIAxVO7q6rmeZ+7PVXye+uYs+2YW20DsJ7PhTKSVLFiRc2ZM0fDhg1TcHCw3eUAAAAAQJGVCM77tMvdoavuBvrRsUnuNQDALSFWNbx06VJJ0pVXXlnkNl5//XW1bdtWY8eOpVs2AADwOczFAMBuWw+f1U31qhR5/9nbjunrR27wYEUACsOyUKZjx44eaaddu3Zq166dR9oCAMCXufP1A99dAIDvsvI1evCc3frrvx3cauNkfLIuLV/KQxUBKAyfHL4EAAAAAIHA3R53EacS3K4hLYNkH7ALoQwAAD6CoboAEHjcXf3IE+8dp+JT3G4DQNFYNnxp0qRJHm+zd+/eHm8TAABI6RmZCslnIkoAgG/yRJz/5d9hmtSvlQdaAlBYloUyffv2lcODi947HA5CGQAALJKcnqlyhDIAYJG8oxN3O7rktX9kTKLLbawIO+VeEQCKzLJQRqIbNgAAhcG7JgDAU4b/tc/uEgC4wLJQZvz48VY1DQAAAAD4/wzDyDFKYUPkGZuqQaA6l5QmGVLFMiXsLsWvWBbK9OnTx6qmAQAoltzpYOp+93f66QDIHy8T1vDEjA8bDp7RTfWquN8QUES/bTysd2fvUkamobc6X6NnOtSzuyS/weBxAAAAALCQ1YHWnug4aw+AgJeanqm524/p739P5PgiJz0jU4Nm7FRahqFMQ/p4wR4lpKTbVKn/sXROGQAA4Dp3PrO7+02rJyfnh/ecO59mdwmAz+HlDPC8pyZu1MrwGElS37Z1NfS+xuZ9pxNTc2y/KfKMbml4qdfq82d+0VPm119/VbNmzewuAwCAYovhS/7p0BnXV1cBUHzlFqzzsg5PCTsRbwYykjRhTWSBnxsW7Iy2uqxiw2dDmczMTE2cOFHXXHONHn/8ce3atcvukgAA8Fl8+A5MPO+Af+C/KvxZxMmEHLc5B4G5vRf9vinKypKKFa8MX8rIyNDmzZt15MgRlShRQnXr1lXTpk3z3Hbs2LH67LPPdOjQIUkXvr0rWbKkN0oFAMDj0jMyFZ/swthqzrABAEWQ25Ctogzj2hR5RivCY9SqbmW1v7qq+4WhWODjibUsD2W++OILffLJJ4qNjc12e4MGDTR8+HB17drVvG3OnDl67bXXdODAAUkXwphSpUqpX79+euONN6wuFQAAjzubmKp+Ezdq6+FYu0vJF5+3/BPPGwBP2XYkVg/9tFaZ//+FZVK/VurQoJq9RcFnJaSk6+u/w3QmMVX3Xn+F3eX4NUtDmQEDBuj777+XlHOs+r59+9SjRw/NmjVLXbp00UsvvaQRI0aY25YrV07PP/+8Xn31VVWvXt3KMgEAsMzUjYddDmQ4wQaAwOOJidZzayE5LaNQbbw3e5cZyEjSq9O2a+M7t7tXGHzCyvBTij2fpjsbV1doSHCh9/9/7d13nFTV/f/x92xnCyx9gaVIWZcuCgjSxIIFpGhETQxIVDQaJX5J7LFFjTHB+ksUG1gSUdFIBI1GRSKIQRTpSO916Wxh2/z+2DCyO7O7szP3zrl35vV8PPbxmHLn3M/u3rnn3M89xRughXLvP5br/e93SpLeW7Ij7BhjmW1Jmf/+97969tln5fF45PV6NXDgQHXv3l1JSUlavXq1Pv30U5WWlmry5MlatGiR/vrXv0qSMjIyNGnSJN12221q2LChXeEBABARj//rh6C3Dad7cKAGU12wWIk7MUEz4A4mvqvHS8vrtP3yHYcrPd939LiV4cCQpz9dpyc/XStJOr1Npt795Vl1TgQGOnxPJGQQPtuSMi+//HLFDhIS9O6771YapiRJixcv1kUXXaR169bpkUcekSQNGzZM06dPV1ZWll1hAQCAALi0BwAXYx1wVONEQkaSvtt6SFP/s1Frdx9V60apumloh5B6zgTL6/Va0hMs2tm2+tLXX38tj8ejG264wS8hI0m9e/fWQw89JK/Xq/LycvXq1Utz5swhIQMAiFm0W9wn3B5K4e8fwMnuuDDXdAiAoz320Rq9t2SHnv5snaZ8stbv/YLiUn2wdKcWbTrge426xl62JWW2bdsmSTrvvOrHIV5wwQWSKsZR3nrrrYqPty9LBwCA04U1fIkWEwBoRI8WpkMIyMQpmjw/avPCfzZWel5W7tWYv3ylW95corFTF+rVrzaHVT5tk+DYlpQ5cuSIJKldu3bVbnPye507d7YrFAAAgKjEnDJAZWnJti8u60iBEjCcHVBX/1qxWz/sOep7fv8/V0qirrGbbUmZE/+4hITqT4xxcT/uPj093a5QAAAAolJpGQ1lwO1s69HC6QF19PXG/X6vHS4oCbk8DsHg2JaUAax0pKhEU+dt0Otfb1FJWd1mkgcAtzA9PwkAwJ0CzUlWTJs55m0/WBB2GU99tpZhSDazvX/frl27guoFE8x2bdq0sSosuIjX69WVU7/Wql0VQ+KWbD2oJ8aeZjYoALBBeEtiIxbxfwfcgYtamFBQXBZ2GdMWbNZTV5wWfjColu1JmWHDhtX4/oklsoLZrrS01LK44B5Lth3yJWQk6b3vdpCUAQCLccEAAO7lYVpfBGBV3R5qT96VOw+rR3amNUFEMVuHL3m9Xkt/EDtKy8pVUFwqr9erbQfC73YHAEA0onkEVObW1ERuVobpEBCjysp/rEgCDYOTQq9rNuXlh/bBGGNbT5nx48fbVTSi3Pq9R3Xtq4u1ZX+BhndvoXNym5kOCQAiwuQFdnUNMQCA/R4e3U0/eX5hyJ/nHI5QjfrLfL00ro+yGqRU2w4JtX3yrxW7Neq0VqEHFyNsS8pMmzbNrqIR5Z76dJ227K/oHTNn+S4lxFPLAEBtwu1RSo8LALBPbafY3u0a6ZmreunWN5eEVj7ncIRoxY4jmvbVJt11UedqtykoDm0akY9W7A41rJjC6ktwnNnLdlV6Puv7nYYiAYDIok0NALErIS70G5H0lEEgwc4FM3Xexhrfn/ntdivCQTVIygAA4BDMn4a6Yhl1AIDdlm4/bDqEqGY0KZOfn69du3YpP58JgAAA8IRxq5NLcwBwLruT7nSUQSB1PezocWVGRJMyK1as0G9+8xudeeaZqlevnurXr6/s7GzVr19f9erV05lnnqnf/va3WrlyZSTDQgz5dstBXfjUfzTkT3P18UrGOAJwFnrKAEDsogqA1V76cpPpEBCEiCRldu7cqUsuuUQ9e/bUk08+qcWLF+v48eOVlrs+fvy4Fi9erCeeeEI9evTQyJEjtXMnc4nEmjcXbbW1/Hv+sVxrdh/Vlv0F+s3bS1VcWm7r/gAAsBUXcQAk7TxcZDoEONC73zEXjBvYnpSZP3++evbsqQ8//LBSEiYrK0s9e/bUgAED1LNnT2VlZVV6f86cOerZs6e++uoru0O0xR133CGPx+P7+eKLL0yH5Ap3vbfctrKPl5Zpze6jvudHj5dq/vp9tu0PAAC7Ld5y0HQIgKO4cfjFpPM6hV3GM5+tsyASwH55x47rk5W7tWU/U5icYNuS2JK0atUqjRw5UocPH5bX61W3bt30q1/9SiNHjlRWVpbf9rt379asWbP03HPPadmyZdq/f79GjBihBQsWqHPn6pfocprvv/9eTzzxhOkwUEV5gE4xdBOFk5SXe1Xm9SohzhPW3CKITWGfzzgfutJmGrWAq53fpbnOyW0mSerUPN1wNIC9dh0u1CXPLlDeseOqlxivN67rqzPaNjIdlnG29pS57rrrdOjQIXk8Hj388MNasmSJJk6cGDAhI0lZWVm64YYb9N133+nRRx+Vx+PR4cOHdf3119sZpqXKy8s1ceJElZaWqlmzZqbDwUnKA1yxcN0Lp9h2oEAXP/OlOt3zkW5841sVlZSZDgkGkChGXXmY3hNwpdsvPFXf/e58vfDzM5QYX3FJltM8w3BUgL2e/Xy98o4dlyQVlpTpnn+sMByRM9iWlPnoo4/09ddfy+Px6E9/+pPuvvtuxcfHBxdUXJzuvPNOTZkyRV6vVwsXLtRHH31kV6iWeuaZZ/TNN98oNzdX1157relwcJJA1zr0RoBTvDx/k2943ccr9+jfq/YYjghuw+ksNvF/B9wpOSFejdKSaIvCUey+OfT3/1aeP/TkqSVimW1Jmffee0+S1Lt3b912220hlfHrX/9affr0qVSek23dulW/+93vJEnPP/+8kpKSDEeEk5UEmNQ30GuACdO/2lzp+d02zq8EAAAAwBlsS8osWLBAHo9H48ePD6uc8ePHy+v1asGCBRZFZp+bb75Zx44d0/jx4zVkyBDT4US1UJaN/XzNXr/X5izfZUU4AGAJbxgTuzD0CQCci3M03ICOW2bYlpTZs6ei63337t3DKqdHjx6SKiYBdrK3335bs2fPVqNGjfTnP//ZdDgI4GhRid9rRwr9XwOcgLYbAAAAQlVQXFrnzyzddsj6QFAr25IyBQUFkqS0tLSwyklNTZUkFRYWhh2TXQ4dOqRJkyZJkv74xz+qSZMmhiNCsL7eeMB0CADgE96d1PBSeeH00oE57ZuG184CYAYdEmC3qvO31Cbv2HEt3X7YpmhQE9uWxG7atKl27NihHTt26PTTTw+5nB07dvjKc6rbb79du3fv1oABAyyf3Hf79u01vr9rV2wOv/n7oq362Zlt6/SZQJcbhaxwA4eisYa6omt8bMppxmotwMmcuiJZpBPfB/OLI7o/OM/GvPw6bT913gabIkFtbEvKdOrUSTt27NDHH3+sSy65JORy/vWvf/nKc6Ivv/xSL730khISEvT8889bPoN669atLS0vWtw3a6XG9Gql1KTgD+FyLljgIhyuAAAgFF6vV9e/tth0GDDsP2v31Wn7fUeP2xQJamPb8KWLL75YXq9X06dP15YtW0IqY8uWLXr11Vfl8Xh00UUXWRxh+IqLizVx4kR5vV7ddttt6tatm+mQYkZZuVf/3VS3oUehTA4MAJEUzlmKMxwAuEd193FvGNw+5DILiyt6gD/wz5VavOVgyOUgOmw/WLfpP7iBbY5tSZmf/exnSktLU2FhoUaPHq39+/fX6fMHDhzQ6NGjVVBQoNTUVF199dU2RRq6Rx99VGvWrFGbNm10//3327KPbdu21fizaNEiW/brCnU8cZCTARDN9hwpCuvznCMBwLxxZ7UL+bPvfLtNR4tK9OrC0G6II7aVlJXbUu6JZCGqZ1tSJisrS3fddZe8Xq+WLVum0047Te+++25Qn33vvffUq1cvLV26VB6PR3fccYeysrLsCjUka9as0R/+8AdJ0rPPPhv2hMbVyc7OrvGnRYsWtuw3GpVzxQEgiv1l7nrTIQAAqhFsM7RZRnLI+/hg6U7tZQgKHOaTVc5eRdkJbJtTRpLuvvtuLV++XG+99ZZ27typsWPHKjs7WxdffLFOP/10ZWVlKT09XceOHdPu3bu1ZMkSzZkzp9LktpdffrnuvfdeO8MMyZNPPqni4mK1b99eBQUFmjFjht82K1as8D3+/PPPfct6X3LJJbYlcWJJXSdMo0seAKcLZ5glq8kBgPuFMzulRx56PSJkdh07k2Z8r1GntbKn8Chha1JGkl5//XW1bt1aU6ZMkdfr1fbt2/XCCy/U+Bmv1yuPx6P/+7//8/VGcZrjxyuy0Bs3btRVV11V6/a///3vfY83bdpEUibC8o+X6o//WmM6DACokcm2NO14d+L/BriTM9eIQiyzc4WwE9f3Hg/DpQOxbfjSCQkJCXr88ce1YMECjRo1Sh6PR16vt9ofj8ej0aNHa/78+frzn/+sxMREu0OES9XlC/3h8thcOhwAAADuEf5KrlzxIjR2JkvW7T1mX+FRwPaeMif069dP//jHP3To0CEtWLBAS5cuVV5eno4ePaqMjAw1adJEPXr00MCBA5WZmRmpsEI2ffp0TZ8+vcZtHnjgAT344IOSpLlz5+rss8+2P7AYUpcTx29nLrMvEAAADOFuO1CFQ78UwbZb48KMn14ICJWdUz2UMY9EjSKWlDkhMzNTw4cP1/DhwyO9awAAnM1gmyWc+WwAANYIv6cMEJpPV++xrezn521QVoMUkobViHhSBrAK32kAAAC4kV3JF9rHkJx3o2XW9ztNh+BotiVltm7danmZbdq0sbxMAAAAt2L5W8Ad7JxE1YdONvgfh+VkUAvbkjLt2rWzNAPs8XhUWlpqWXlwP6dlgAEgXKy+hLo6drzEdAgAHORIIecEUKe7ja2rL9W0ylIoP27zwAMP+GJnkl/rue+IAILnxnMeAAAIjl1Tx1wz7Rt7Coar0I50F9t6yowfP77G9w8dOqRZs2bJ4/Fo3LhxdoUBAAAAIEbE8sXo1v0FOnackQXg5rXb2JaUmTZtWo3vr1y5UrNmzQpqWyCQGK5zAUSpWL6YQGg4ZIDKikrKTYcQUCS+qwfyi+3fCVyBusFdbB2+BAAA3IEGHIBoEMdkt0BkJpaGZVgSGy7GyQaAMx0vLdOcZbuUmlS3anbz/gKbIkK0smteCsCt7Fpq2mp2RMmFOE7gRou7kJSBa1lxsnFJvQ3AZca/skhfbzxgOgwAiDlObdtF4hq5pIwrccCNGL4Exygpi/wY4MR4vgJwpvziMtMhIEQrdx4mIQMACNmpzTNMhwCXo6eMu3BFCkcoLSvX2KkL6/QZzjUAnGj93mOmQwAAuNgjY7qZDgEux1A2dyEpA0f4eOUeLdl6KPI75nwFAI7AneHQcDcUcKkaxln1btdI0yb00U/PbBPBgBBN3FQ3vPvtdtMhGEdSBo4wZ/nOOn/GipNNsYEhUwAAf4kJDp0IAgCsUMd269BTm+nBkV3tiQVRz0U5GU1+Z6npEIwjKQMAAAAAQJTwuqmrDOxbfemhhx6q8f29e/cGve0J9913X1gxIbowVhIAogftRwCxJJi+gSxIgVBRpbqLbUmZBx54QJ5a1qQ78f6DDz4YVJkkZXAyKxrw9RLjwy8EAAAAjhBtAyHvvjhXj364xnQYcBludLiLrelXr9dr2Q9ghxYNUkyHAAAAgCgXag/viYM7KCPFtvvoiFZcPruKbd/wuXPn2lU0YBnOVwCsxn2E0DSol2g6BABwpOUPXKB2d84xHQZchGke3MW2pMyQIUPsKhqwDL2wAMAZRvZsqa827DcdBgBERC2zPABhcdslTnFpuZISYncOpdj9zeF6VpxrXHa+AoColZxIkyQUnVvUNx0CgCC47SIZ7lbusgPu/32+znQIRtECgmvd+uYS7T1SFFYZbjthAXA+ugxboyVzfgUlOYbvLAKxpFsrErAInttaIs98vt50CEZRk8O4guJSfbh8d0iffXnBprD2XV4e1scBwM/aPcdMhxAVMlOTTIfgCrWtdAkgOjw0qhurhiJo3Hd2F5IyMO7+WStD/uzUeRstjAQAwldUUmY6BACAw3nquHj36W0a6l+/HmRTNIg29Np1F5IyMO6db7fbWv63Ww7YWj4AnIy7U4gkOsoAlTm195gVVUPbxmlKS6K3DIJAW8RVSMog6t34xnfVvsecMgAAAACiCVc47kJSBlHvSGFJte+RkwFgNS8nFgBwFCeelR3aoQdRgqaIu5CUQdSrqdJjvCUAq3FWAQAAJnGN4y4kZRD14mrIypBFBmC1zHqJpkNADOFmO+AOVvWi7NqygSXlILq58RqnsDh2F0ogKYOYVu7CExYAZ+uRnWk6BABAlLrvki6mQ4ALuPES55L/N990CMaQlEHUq+kuInM/ALAa8wSEhtNxaDjeAHcK9avbrVUDPX3laVaGgijkxmuc9XuPmQ7BGJIyiHo1LY24P79YxaXlEYwGAAArkZVB9GvZIMV0CGGz8hJ51GmtLCwN0ciFOZmYRlIGRu04VGj7Pmprrk759w+2xwAgdtBzwRr8HQGc8MK43kFvy6kDCOzN6/uZDgHVICkDo/YfO277Pmpr2E+dt9H2GICarNx52HQIAAA4VrdWTG4L1EWgnjLxcaQsnYqkDIzyOOR+Rjkz/sKQI0UlGv5M7E5sBgCAldzSoqM3IOwUaEnshHgOOqciKQOjIlEh1TSnzAnjpy1SSVm5Plu9R19tyLM/KOB/ps7bYDoEAC7GhR3gDszxgUjieHOXBNMBILaVlNk/ye7hwpJat/lyXZ5yf/cvlf2vx8xNZ3fQ7Rfm2h0aoAP5xaZDAAAAQBQxmZOZdk0fTZj+jcEI3IeeMjBq0ozvTYfgU3bSEKa/frHBlUvJAQBiCx1lAHdyyhB+RKdA1zF2XNoE6q05NLeZ9TuKciRlYMyRohJtPVBgOoxqMc0MIoNGGQAAAKwT6DKmSXqSpfs4N7eZzmjT0NIyYxVJGRhztKjUdAg1KiMrgwhgPojow91PAEBVtCoRSYF6xWQ3TLV0Hy+O60071iIkZWBMSan988mEo5zhS4gADjMA4eAUAlTGNSIgBaodrP5uxLHEtmVIysCY+eutWeXIrrlf6CmDSFi587DpEABHIEEJIKZwPQsbBapT6dXiXCRlYEyxRT1lPl2915JyqirjCgERsGw7SRmgOjcMbm86BACwBu1KRFCgo80TwazMo2O6R2xf0YCkDIz5dstBS8p56tO1lpRTVVkZlScAmOLxSDcO6WA6DAAAXKfqNAyR7iVzVd/Wkd2hy5GUgTGLtxwwHUKN6CkDICR0D7ZMWnKC6RAAwBZUFbBT1cuY6o635vWTw9pPdYsbRLJXTjQgKQPX23+s2JZyyckAgFm06QAAqDu/pEw1FWqDeokRiAa1ISkDY6xKeuQX27O0tpc1LQAAAGABq1uVuVkZYX2+U7N0iyKBE1W9juEeh7ORlIEx+/Ot6eFytMiepMyOg4W2lAsACA6NSAAI7FfndAzr8zlhJnXgbP49ZYLbDmaQlIExTl9yesxfv9K0BZu0Yd8x06EAABAQDWqgMrcMewx3zo22jdJC+lz9lASt+f2FYe0b7lPd3C9wBpIyMKKopMx0CEF58INVGvHMfG3OyzcdCgCXoNljHSYKBBAtrE6gtm5UL6TPfX/fMKUkxls/ngqO4ne8UZ06GkkZGPGXuetNhxC0wpIyPf7xGtNhAHAJ2rkAALtlpiaF9Lm4uIqrc+ZOjG7MKeMuJGVgxCcr95gOoU4+XL7bdAgAEHNoRAKAPTKSWXUnmgU7pwycgaQMjDiRpQeAaMPZLTTcswUQS0zXFeFOFAxn8x+9ZNMRZ/pAjhIkZWCE1TkZLzMdAkDU4c4egGjhtOFCrRul6vHLeoS9tDacqeq1UbWrL4W9o+rfSuAmfNBIysCIeIu/pJPfWWppeQAAs1gpAgDsNbZPa/3r14NNhwEbOGGe3w5N0w3s1Z1IysCIOItvf7733Q7tO3rc0jIBAHA+Z919BxAcegLCTv5zygQ+4Bqm2je3EMd48EjKwAg7erNt2c+y1QAQTVgSG0BdxVIvuw5N0+q0fUoil36xI7jVly7s1kIN6jHps2l8M2GE1T1lJO4VAnAGzkUAgKrsmP6wYYjLYiP6+R1v1Vx6JcZ79Pfrz7QlBm6sBI+kDIzYcqDA8jLLy7kUAgAAiKS0pHjTIcSse0d0qdP2rIsRO+oyp0zXlg1siYGUTPBIysAIO+Z/oZ5BpG3Oy9dX6/NUVFJmOhQ4iUtPRk5bGQSAO4zo0dLW8m+N0qWbrehE0K1l/fALQVQKdk4ZO9FRJngJpgMArHK8tNx0CIgh/161Rzf/7TsVl5Wrc4v6ev/ms5ScwN1CkNwAEL0Cnd+SEuy9xzvurHa2lh8pdvRSqeuFNhfJsSPYJbHDVkO5HG/Bo6cMosYTn/xgOgTEkN+8s1TFZRWJwNW7jmjWkp2GIwIAIPo0SU82HYJj1fWaN5YmQY51wQ5fsnNIG8db8EjKIGos3X7YdAiIIYcLSyo9n7V0h6FI4DSM2UckcbwBCBY9OWMHw5fcheFLiLhITci7ZvcRfb/1UET2BXBhBISnaldrAO5Q7rDvbrJLln22ohdBXS966bkQO6om4Ez85znagkdSBhG3cON+2/fx3daDunLq177hJYCVAk1UzZxGOMFh1ycAEFNSEp05v5sdVQNzyqBafj1lDMTAARc0d6SSEVWOVBn2YYf7Zq0gIQPbbNh3zO+1LfvzDUQCJyInYw23tOVIwiHWNctIMR0CgvTImG6mQ0CE+FdNLqlUYxRJGURcJHoUrNhxxPZ9IDYs2nRAb3+zTQfyi32vxcf5V2x5x4r9XgMAINoN7NTYdAiuZCLxPLJnq8jvFEZUHVZo4nir6y4bpyXZEocbMHwJEVcaoTllrLZ2z1HlNM8wHQYiaNqCTXrwg1WSpPpzEvTVXecqPTlBcW65hQ8jmBsFQCyhp4x7BLqphOhUtSnCv97Z6CmDiHPrSeEPH642HQIi7ERCRpKOFJXqja+3SKpI0AEAYJfurRqYDgEWI2GPSPJfEjvwBVi4x2VNl3XcwwweSZkwLV68WA899JCGDRum7OxsJScnKz09XTk5OZowYYLmz59vOkTH2X2kyN7yD9tT/twf9tlSLpxpc57/HDGzl+2UJD06hwQdqkezG5HE8RadmqTHbjd+AOGrmmwxkSAZ27t15HfqUgxfCsPgwYP15Zdf+r1eXFysdevWad26dZo+fbrGjRunF198UUlJVLCR8Cg9WmCBvGP+KyydmKvo6PHSSIcDF+FmKAAAMMm/p0zkNa+fbGCv7kRPmTDs3Flx17xly5aaNGmSZs6cqUWLFmnhwoV64okn1KpVxWRar732mq655hqDkcaWfy7daToERIHqpj7adqAgsoEAAOBwf7i0u+kQAJzMb0lsxhI5GUmZMOTm5uqtt97S1q1b9dRTT+myyy5Tnz591K9fP9122236/vvvlZOTI0l688039Z///MdwxM5QVsZtZDiH1+vVZ6v36J9Ld6r4pJXBVu48HHD78a8silRocC3OcQBiy1V925gOAWG4qFtWwNdbZdaLcCSwitcBbZHq5rGBP5IyYZg9e7bGjh2r+Pj4gO83adJEU6ZM8T2fOXNmpEJztBIbV186mM+yxKibR+as1rWvLtatby7RNdN+TLj87b9bA26/McBcMwAAAG5174guAV/v1SYzsoHAMlWHUtNRxtlIyths6NChvscbNmwwGIlzJNi4/FJRaZltZSM6vTR/k+/xVxv2a+m2Q5Kk9XuPGYoIbsecMqHhzwYgllg1nCQ3KyPsMlpl1lNKov9lIUNe3MsRSRkOn6CRlLHZ8eM/ThZaXY+aWPPfTfttK5uLIYRr1F8WmA4BLsdpCABQldPbqPEkYKJK0Eti2xiDnTfiow1JGZvNmzfP97hz584GI3GOBettTMrYVjIAIJJoygXH6Rd6iG3DujT3PR7UqYkt+2iYmuh7fO9w2trVuaKW5YnpFRNdIrUkdk3l9mvf2J6dRiGWxLZReXm5HnvsMd/zsWPH1rmM7du31/j+rl276lxmNCu3cb4aAAgGF8kAUOH//fR0vfPtNpWXe3V579bK/d2/LC1/UKcm+tNPeuqfS3eobeM0XdA18IS1TmTVNXIwdc5ZHRrr1vM61bhN91YNtHCjfTdOEVlOWBI7MZ7+H8EiKWOjJ598UosWVUwceumll+qMM86ocxmtW9ec1QYQuqp3EQAAgHWSEuL0szPbWlLWwI5NNH99XqXXfnJGtrIapGji4A6W7MONaltlZ3z/tnpwVLday/ndiC66+JkvrQoLhvnPKUNPKCcjfWWTefPm6c4775QkNWvWTM8995zhiGID19ioC44X2MEJy1ACQLSxYkJbk+yqG2prywTbibxLy/rq2Toz7HjgFFWGLxmKAsGhp4wNVq5cqTFjxqi0tFQpKSl655131KxZs5DK2rZtW43v79q1S3379g2p7GjExRDqgqMFdiDZByAWNUlPUt6xYt/zR8d099umfdM0bdyXb9k+Od/W3pYpr8MfaXCnJr5VKOFufv92sjKORk8Zi23atEnDhg3TwYMHFR8frxkzZmjw4MEhl5ednV3jT4sWLSyM3nni6zhrN1PKoC6qG75UUlYe4UgAAHC3qT8/Qw3qVUy627N1psb0auW3zSOjuys9ObR7wj89s43fa26+GRep0SRdWzYI+bMM83YvcjLuQlLGQjt37tR5552nnTt3yuPx6JVXXtGoUaNMh+Vqn08eUqftl20/ZE8gABAkmrAAYtEZbRtp7m/O1keTBmnmjf1VLyneb5v+HRpr7m/ODqn89k3Tw4zQLLvyGzUlTppmJOuyM/yTY4h+zCnjLiRlLJKXl6fzzz9fGzdulCQ9++yzGjdunOGoYs+kGd+bDgEuUl0zpi5dfQHAJO5kR15GiD09YkGjtCR1blG/xlVXmmYkW7Y/Dv/q2zJ3XJirObcOVHKCf3IM0a9qL7LqUjJ2f4eu7uffww3+SMpY4PDhw7rgggu0atUqSdJjjz2mm2++2XBU0ePmobE7oz7sVV1FRCMP4eAiGYhunVvUNx0CUKNrzmqnX57dQc0yUkyHAkP8e8qYieOXZ3c0s2OXISkTpoKCAg0fPlzfffedJOmee+7RHXfcYTiq6DK+fzv1yK4YD9v3lEaGo0E0qW4sutU9ZcrLvco/XqpS5qoBqkcuC0AduTkH7rFqlo8Af4O7Ls61pmy4lv+cMvZkZWort1VmPc2+ZaAt+44m9L8MQ3FxscaMGaMFCxZIkiZNmqSHH37YcFTRpVlGiuolxesfNw1QUUmZ6iXGq/3dH5oOC1GiusaclRNG5x8v1Y1vfKsv1+Xp1OYZevma3spumGrdDgAAEVW/Hs1np2iUnmQ6hKDZlT8KVC5DllC1167JKWW6tWqgv19/pn764n/NBeFw9JQJw1VXXaVPPvlEknTOOefo2muv1YoVK6r9Wbt2reGI3eW283J8k8TFx3mUlpyguDquxgSEoqwstKZToGErc5bt0pfr8iRJP+w5qhf+szGs2OB8br5zC6B24axmg/Cc17mZ73Hz+ska0qmpwWicIamG+XsApzirQxNNGNCu0mvDe0T3KsJ1Qao/DO+9957v8eeff64ePXrUuH3btm21efNmm6NytrrMtTDpvE4BXz+rQ2N9tWG/VSEBfhZsyAvpc+VeKb5K3vD2d5dVev7awi16aFS3UEMDYgcrRcChODTNmTL2ND372TodO16qX57dwdU366w6jh4c1VVXvvC17/m1A0+xpmC4mhNXX/rFgFP0+Zq92rK/QKe3ydTIni01Z9ku02E5AkkZRFRZkONCzj61+jsfj47prrP//IVFESGWVZcjPFhQHFJ5BcWlykhJ9D3flJcfUjlwt+rmKgIAhKdBvUTdO6KL6TAcpU+7RrphcHvN/Ha7Ts3K0MTB7U2HBAeoOj+i+ZSM1LpRqr74zdnKO1asJulJ+nrjAdMhOQZJmTCwwkbd1ZaT6duukTJTE3X/yK7VbtMw1T3jh+Fs1V08hzoW+9PVezSmV7bv+S/f+DakcuBuVA1AdLNrwkxEN7uuG+LjPLrr4s666+LOtpQPd6p6uMVVM8ot3KOyrjeiPB6PmmYkh7nX6ENSBhFV26o2b9/Yv9YyuAsNq1jdPqq6uFJBcZm1OwCAKqKxRvzLT0/XzX//znQYQMwh3Rg9IrX6EqzBzFCIKCuWGuYuNOwW6nFatborLCEpE4s4RwHhyWrAXVREPy6RYScnrb6E2pGUQURZsdSwqeud7q1YbSHaVHcsfb/tUEjlVa3wyq1cWxsAALiWG1sEbowZFfx7ytiDHjjWICmDiKppot/rgpwt3tRcPqe1zjSyX9inumPp7//dGlJ53IWARCMWQPg4jwAIi19Whkaqk5GUQUTVlFC5blBws8UnJpg5bBPj+bpEG6sbvXFUeBCTwAMAALOqzsFJC9XZmOgXjjDp3E7KapAS1Lb1T1pyGAjV3qNF+nJtnqVlrt97rNJzD0kaIGhM4g4gltBEgJ2q3h/ieHM2bv0jojKrWc766n5tIxwJYtm2AwW66KkvNfmdpZaW+/y8DZWeUwHGJlILcDqnL0fq9M5moZ7bOzVLtzaQGJBkqHe0LRx+XCO6RGpOGVgjis50cDOnNxARXZ78dK325xdbXm5JWeUqMI4aEIDNQklgcG4yY1CnpqZDcJ1nruxlOgTAlfx7ygQ+8TPk2hkYvgQg5rz33Y6I7Ke6eu4X079RSmKc7rywc0TiQITRvrHEieZjm0ap2nqgwGgs0SYhjntyJtB7sm5uPbeTzuvczHQYNuKAgH2YU8ZdSMoAgE32Hj0e8PXP1+yVJC3ddjiS4SBCmBsFTveHS7tr3CuLTIcRc3KaM3ypLv7v/BzTIViKmgGRxJwy7kJSBgAs9OePf1BhSZluGFz7amI7DhVGICIAqOysDo1NhxCT6KEEIFL855SxJytDsscaJGVgHHeOEE3+39z1kqS5P+w1HAlMYXg2nC4hPk6ZqYk6VFBiOpSYwsULgIjx6ypjJgwEh5Q9jLuga5bpEADLbdyXbzoEICpwIQtTHhrV1XQIiGKOPLc5MiiEwo2rL8XyPS2SMjAuMZ7DEED0iOVGBWCFcL9DHZqmWRLH6F6tdH6X5paUBbhylRsXhowKzCnjLlwNw7jSsvI6f2ZMr1Y2RAIA4XNjuxvuxcTSlWXVT9Fnk89WdsN6YZdVPyVRL47rbUFUFbgoAhApVZOAds0pA2uQlIFxJeV1b1A+OKqrrjmrnfXBAAAQAwZ0aGI6BACATfyGL5GTcTSSMjAulJ4y9VMS9cBIxnoDcB56LoSGHkaRdUWf1qZDiDncqcbJOBpgJ4YvuQtJGRgXQkcZAECMoB1pj5TEeNMhADGF5i4iKVJLYsMaJGUQcYNzmlZ6zjAkANGEHh+A+w2p0lYBADfxm1PGppwMPXCsQVIGEXf7BaeqXeNUJSfE6f/Oz1HrRqmmQwIAy7g2J+OwwGnohaZxWpLpEFwtJTFObRun6jfDTrW8bI5pnMzDAQHgfxJMB4DY061VA33x26Gmw0CMcuWSlACAOgn1enfN7y+qvezQikaMo/mBSPKfU4Yzl5PRUwZATKFRBNtxkCGSovBwi9avUBwXRQAipNxvSezAovV86zYkZQAAgGNxd88e0fpnderv1bx+sukQAMQQlsR2F5IyAGIKNwRgN44xAFUlJcRxUYRKOBxgp6o9YOip52wkZQDEFOaUgd04xGAS7W5nKi9nSdq6yEiOvmkvvaTsEUFVjzfOPs5GUgYAAACAUen/S8R4PNJTV55mNpgYVfXCnUSSe/lP9GsmDgQn+tLQAFCD295eajoERDl6Y8G01o3qaduBQtNhGMHXz70+vHWQ5q3dqy4t6+uMto1MhwNEGXuyMvQAtAY9ZQDElA+W7jQdAoAAqruWprlXd4+M7h6Vwz+cIpQ7ziRra9emcap+3r9dzCRk6LkAO1U953C8ORtJGQAxYdXOIzpnyhemw0AM4NILkRToeBuc01Rf3jFUz17VK+LxWCEaExhecVEU66LwsIaD+Q1fMhMGgkRSBkBMePzjNdq4L990GIgBNLzhBJmpScpuWK/a96O9ge60LvWcFwBEUrBLYjNvkDOQlAEQE774YZ/pEOqkS4v6pkMAjHLWJbU7xWJT26m9UbzyckyjEqceq4gO/j1lOOCcjKQMECQyyYikOM7OrsWZAmb92PCmdwbgHHwfEUl+S2KTk3E0mv0AAACAjbxeLooARA5LYrsLSRkAACwUjZOUGkVDMgwci07Bf6JmXDAC1vKbU4bK1NFIygCAA3FdDyBcNZ1HuAgOnSeEPx7n9MruHd650vO//PR0Q5GYw0UybBWh5ZfCqUuoh36UYDoAAAAAhIaLfbjRlX3baOXOI1q85YDOzW2u8zo3Nx0SEFX8e8rAyUjKAABgIS6S4Q7ObaJH41fo7FObamCnpqbDcIz05AQ9ecVppsNALajP3Mt/TpnA5/xw/8ccI9Zg+BKAqFdeTo0BIPbE4pnPiamm1KR4/fq8TkpPTtBDo7qaDgeoFsNJooff6kuG4kBwSMoAiHol5eWmQ0AMqdoQQnCqu9tGQ7JuTr6oisU7mCd+ZSddXM65dZCyG6ZKksb1b2c2GDiHg45RRB9WX3IXkjIAol5JWQxemcCYWLwQhjOxEpgznNIkzXQIcAC+j4gk5pRxF5IyAKJeaZn7esrQdgNgh/ZNSRAAQLQLdk4ZOANJGQBRj54yiCSONmvQgAxfoGMxp1lGxOMA4I8zHOzEnDLuQlIGQNQrcWFPGQAIV6Aed3G0/AAjSNgjoiI0fon7J9agakbM6dqyvukQEGGl9JRBBDH0zFr0mKlZTRNLB3rP87+WuZP/rHyHACA8/jkZB5/0QVIGscfJDVHYo9iinjLJCZwyAbhIgORGtNeBbv31Lu6eZToEAFGkvLzK8KVqTo7kwJ2BKwzEHFZHjj2lFvzTn7/6dH00aZAF0SDasSQ2TKotKUHPI2s8dml3S8s7rXWmpeXB+fguwk6svuQuCaYDACKtZWY9rdp1xHQYiCArhi9d2K2FBZEgFjD0Ak7BoWifK/q0VpnXq2XbDuui7lm6Zto3pkOCw1E3IJKqHm9xJAEdjaQMYk7TjCTTISDCrBq+FEm03QCEK+BEvzHSLrf71/R4PPrZmW31szNt3hEAhMBv9aUYOfe7FcOXEIM4K8UaJvoF3IszdugCDaXjbmn4+BMiVtC7x72q/u84bzkbSRnEHI9H+tNPelR67aFRXQ1Fg0hgSWzA+ZiLJzIa1Es0HQIQk/x6LhiKoyas0BPN+N86GUkZxByPpBE9Wuqy07PVJD1ZI3q00KWnZ5sOCzYiKYNI8nJrERFU0+HWuUV9v9d+dU5HSdHbPK/Lt69JOsOZAUSnqm0Reso4G3PKICbVS4rXlLE9TYeBCGH4EiKJnAycokl6skaf1lLvf79TknTmKY3UJD3ZcFS1i1SvKb6rAKJVsKsvcR50BpIyiDlkimMPPWUA9+FUbY2nruylm4d2VEJ8nE5pkmY6HNs57bjJTGW4GAKjPQo7MaeMu5CUQcxhvGzsKSl3320AhsC4F/85a9GQrJtAf69OzTMiHwiUEOfRk2NPMx0GHIJqHZHkP4cRlamTkZRBzKGBH3tKSukpAwCIrH/+aqC6tPSf1wcA7EZPGXdhol/EnD7tGgV8/Zdnd4hwJIiU0nKSMogc7oYC0S0hrvarm/M6NychA8CYYOeUgTOQlIGrpSXF+712Re/Wuu28nGo/c27nZgFfv27gKZbFBWcpYaJfRBBLOwPmeWy8LZwUH0zzmfMAasZwEtjJv6cMx5uTkZSBqz15xWmVnr88vrf++JMemnRep2o/E1/NHa7G6cla98hFuuWcjjqtdaaFUcI0J0z0e+OQDrp3eGeOLQCWCvXSnwZ66JIS/G8IAbUhTYfI4ohzE+aUgaud36W5Hv9JDy3csF8DOjbRObmBe8GcrKY7E4nxcZo87FRNHnaq7npvmd5ctM3KcGGIqSWx2zVO1eb9BereqoGuHXiKmmYk67pB7bVm9xFd+NSXRmKC/Ri+BITJ4d+hrkENSyLpBcCcSM0pQ4LfGiRl4Goej0dje7fW2N6t6/AZGwOCIxXX0FPm6StP06QZ39uy35m/PEuJcXFKS45Xwknd3XOzmGcACBZd/FEXdlwg3DCkvabO2yhJ6t++sXrS4xGAw/klZaqpSxly7QwkZRBzaN7Hnpp6ylzQNcu2/cZ7PGqQmmhb+XAmmjehoYeRNUhiWe/OC3PVr31j5R8v1bAu9tUZiG5uXA2HC3b38lsS2wXHWywjKYOYQze72FPT6kvVzTEEhIzsAhBVPB6Php5a+/Doyp+xKRgACIJ/Txk4GRP9IuZwDR57ahq+lBjUKhqh4dIcAOyR0zw94OteFyRF77m4c6Xnr/2ir6FIgMpIJkYPvyWx+d86Gj1lEFPuvCiXnjIxyNREv4hNHG3W4FRtL25Q2Kum3NDV/dpq64ECLd1+SBd0zdLAjk20ZveRyAUHR+ArCDuxJLa7kJSx0JYtW/TMM89ozpw52rZtm5KTk9WhQweNHTtWN998s1JTU02HGPNuHNLBdAgwwNSS2FR/QPhoR9Ys1J4hXVrUV6O0JB3IL7Y4ItSmXlK8fj+6m+kwEHGk7BE5fnPKGIoDwWH4kkU++OAD9ejRQ0888YR++OEHFRQU6ODBg1q8eLFuv/129erVS+vXrzcdJhCTSgz1lAlnry7ogY9q8L+DGyTEx+nRMd3VNCPZdCi2MH0BQjIRgFF+45eMRIEgkZSxwJIlS3TFFVfoyJEjSk9P1yOPPKKvvvpKn332ma6//npJ0tq1azV8+HAdPXrUcLRA7Ck11FOmJree28l0CLAJq1XALS7slqVv7jnPdBh++AYBQHj8czLVLIkd5gmXXI81GL5kgUmTJqmwsFAJCQn65JNP1L9/f99755xzjjp16qTbb79da9eu1ZQpU/TAAw+YCxaIQaaGL9WkS4sM0yEAiEKx3kODeRPgGhyqsFG5lyWx3YSeMmFatGiRvvzyS0nStddeWykhc8LkyZPVuXPFTPtPP/20SkpKIhpjrOrdtqHpEOAQJeXOu+96ehuOz2jF8CUAXP+gKuoGRBJLYrsLSZkwvf/++77HEyZMCLhNXFycxo0bJ0k6dOiQ5s6dG4nQYt5NQytP6tu3XSNDkcC0klLn9ZRpVj9FuVn0lgEAAIC1WBLbXUjKhGn+/PmSpLS0NJ1xxhnVbjdkyBDf4wULFtgeF6TBnZrq/C7NJUlN0pN19/DOhiOCKaXV9JRplJZk635rWxXllWv62Lp/mMHNUABndWhsOgQAMaxqGzSOrIyjMadMmFavXi1J6tixoxISqv9z5ubm+n0G9kqIj9MLPz9D+44eV3pKglKTwjvcdx8u0qJNByyKDpG0/9jxgK93apYe4Ugqa5lZT1f1baM3F231ey+/uJTjzaV2HSo0HUJIvtt6yPZEZU025+Ub23c4lu84rKNFpcb2v3aP+QUELj8jW+98u73On7tvRBc9NHuVDRFF3iNjuumef6yQJLVskKIr+7YJq7yDBSWOrAOKSspMhxASJ7ThiqvMb1fdxKtOcjDfmcchancgv7jSc+cfbbGNpEwYioqKlJeXJ0nKzs6ucduGDRsqLS1N+fn52rZtW9D72L695kbOrl27gi4rFnk8HjWrn2JJWR+t2K2PVuy2pCw4w+9GdDEdQrXdSbcfLNTYqQsjGwxi2o1vfGs6hIj442Xddce7yy0r7/aZyywry2k+mzxE506ZV+37F3fP0v2XdNW0BZtDKv8XA0+JmqTMz85sq1OapGnbgQJd0DVLKYnxYZW3dNsh6gALzVm+S3OW02auq0WbD3AcRgt6yjgaSZkwnLy8dXp67XfcTyRljh07FvQ+WrduHVJssAInr2j2l5+erm6tGgS1bXxcaMdCMF1FG9RLDKlsIFZY+R1JTYrXFX3aWJqUiWZJ8TWPcv/rzyqGbacmhZeAqCohiHNuZr3AvbpOHC8NUms/bk5pkqb9Ve4mh+OsDk2kDrVvF4gbek24CX/P0PBXi17V/W9DTSAnJVTUDxkppBOswJwyYSgqKvI9Tkqqvct3cnKyJKmw0J1d22MNk7BGr3/cdJaG92jhe/70lafVuP1fftrL9/jmocG3uBsGMRTk1nM6BV0eUFeXn1FzL04ny82qL6luPdou7JqlFg2q7x056dyK79t1A0+psZzWjeoZH94YqlDqrnNzmwV8PbthPf1qaMeA782+ZaDv8c/7ta2x/MR4j34/qmul106cS685q53f9r3bNdI51cQkSW0bp+pPl/cI+N7vR1fs5/5LKu8vu2G9Ss8fGdNNv6hyHNT2e9jpVJe2OeqnJNT4nTMlt4Wz/55xHimnufPOMbkt6psOATbp/L/vxJCcpr7XkuLjNLZ3RTvh5HZxMJ69qqJt/H/n51R6/aowh27GKlJbYUhJ+bESKi6u/U7L8eMV81rUq1evli1/VNtQp127dqlv375Bl4fgXdW3jX7Yc1Sfrtqj4w5cvQd1V79egn52Zlud1jqz0usXdWuhuaft1fvf7/T7zJherXRu5+a+5xMHddD2g4Wat3afDhWU6NTmGfrFwHbKP15WqRv+tAnBTeJbLyleNwxur6n/2eh7jd4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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 453,
"width": 562
}
},
"output_type": "display_data"
}
],
"source": [
"# Reads and plots Temperature vs Time\n",
"plot_Perseverance_ATS_data(ATSfilename) \n",
"\n",
"# Reads and plots Pressure vs Time\n",
"plot_Perseverance_PS_data(PSfilename) \n",
"\n",
"# Reads and plots Wind vs Time\n",
"plot_Perseverance_WS_data(WSfilename) \n"
]
},
{
"cell_type": "markdown",
"id": "6f921f8d",
"metadata": {},
"source": [
"## Testing Pressure Time Series"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "75940e70",
"metadata": {},
"outputs": [],
"source": [
"# Create time-series\n",
"time = np.linspace(-10, 10, 1000)\n",
"baseline = 0.\n",
"slope = 1.\n",
"t0 = 0.\n",
"DeltaP = 1.\n",
"Gamma = 0.5\n",
"\n",
"right_answer = np.array([baseline, slope, t0, DeltaP, Gamma])\n",
"\n",
"profile = modified_lorentzian(time, baseline, slope, t0, DeltaP, Gamma) + normal(scale=slope/20., size=len(time))\n",
"mt = PressureTimeseries(time, profile)"
]
},
{
"cell_type": "markdown",
"id": "ce614f9e",
"metadata": {},
"source": [
"## Detrended Data Graph Demonstration "
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "c9369a1b",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.05237482150437607\n",
"True\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 568
}
},
"output_type": "display_data"
}
],
"source": [
"# Detrend\n",
"window_size = Gamma\n",
"detrended_pressure = mt.detrend_timeseries_boxcar(window_size)\n",
"print(np.std(mt.detrended_data))\n",
"print(np.isclose(np.std(mt.detrended_data), 0.1, atol=0.1))\n",
"\n",
"plt.scatter(mt.time, mt.data, marker='.')\n",
"plt.scatter(mt.time, mt.detrended_data, marker='.')"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "27c01f4d",
"metadata": {},
"outputs": [],
"source": [
"# Test time-series write-out\n",
"write_str = write_out_plot_data(mt.time, mt.data, yerr=np.std(mt.data)*np.ones_like(mt.data),\n",
" x_label=\"Time\", y_label=\"Pressure\", test_mode=True)"
]
},
{
"cell_type": "markdown",
"id": "46bfce56",
"metadata": {},
"source": [
"## Plot Profiling Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 48,
"id": "3b641ccb",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"9.960900121027885 0.03003003003003002 0.040040040040040026\n",
"0.03003003003003002\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 568
}
},
"output_type": "display_data"
}
],
"source": [
"# plt.plot(mt.time, profile)\n",
"conv = mt.apply_lorentzian_matched_filter(2.*mt.sampling, 1./np.pi)\n",
"mx_ind = np.argmax(mt.convolution)\n",
"\n",
"print(mt.convolution[mx_ind], np.abs(mt.time[mx_ind]), 2.*mt.sampling)\n",
"plt.plot(mt.time, mt.convolution, color=\"purple\")\n",
"plt.plot(mt.time, profile, color=\"green\")\n",
"plt.plot(mt.convolution, color=\"orange\")\n",
"# Make sure convolution returns a strong peak at the right time\n",
"print((np.abs(mt.time[mx_ind])))"
]
},
{
"cell_type": "markdown",
"id": "8611d817",
"metadata": {},
"source": [
"## Find Vortices Demonstration "
]
},
{
"cell_type": "code",
"execution_count": 49,
"id": "be00a724",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 546
}
},
"output_type": "display_data"
}
],
"source": [
"vortices = mt.find_vortices(detection_threshold=2)\n",
"plt.plot(mt.convolution)\n",
"plt.axvline(mt.peak_indices[0] - 3.*mt.peak_widths[0])\n",
"plt.axvline(mt.peak_indices[0] + 3.*mt.peak_widths[0])\n",
"\n",
"# Make sure the max peak in the convolution is the right one\n",
"assert(mt.time[mt.peak_indices[0]] < Gamma)"
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "90d34af1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 50,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 568
}
},
"output_type": "display_data"
}
],
"source": [
"# Test find_vortices\n",
"vortices = mt.find_vortices(detection_threshold=7)\n",
"plt.plot(mt.time, mt.data)\n",
"plt.axvline(mt.time[mt.peak_indices[0] - 3*int(mt.peak_widths[0])])\n",
"plt.axvline(mt.time[mt.peak_indices[0] + 3*int(mt.peak_widths[0])])"
]
},
{
"cell_type": "markdown",
"id": "53e3dd90",
"metadata": {},
"source": [
"## Vortex Fit Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "d18762c2",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 568
}
},
"output_type": "display_data"
}
],
"source": [
"plt.scatter(vortices[0][\"time\"], vortices[0][\"data\"])\n",
"\n",
"# Test vortex fit\n",
"old_popt, old_unc = fit_vortex(vortices[0], [0., 1., 0., 1., 0.01], \n",
" [[-1, -1, np.min(vortices[0][\"time\"]), 0, 0],\n",
" [1, 1, np.max(vortices[0][\"time\"]), 2, 1]], sigma=vortices[0][\"scatter\"])\n",
"assert(np.max(np.abs(old_popt - right_answer)/old_unc) < 3.)\n",
"\n",
"plt.plot(vortices[0][\"time\"], modified_lorentzian(vortices[0][\"time\"], *old_popt))"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "f0b274a9",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.223916561695807\n"
]
}
],
"source": [
"init_params = mt._determine_init_params(vortices[0])\n",
"bounds = mt._determine_bounds(vortices[0], init_params)\n",
"popt, unc = fit_vortex(vortices[0], init_params, bounds, sigma=vortices[0][\"scatter\"])\n",
"assert(np.max(np.abs(popt - right_answer)/unc) < 3.)\n",
"\n",
"print(np.max(np.abs(popt - right_answer)/unc))"
]
},
{
"cell_type": "markdown",
"id": "0efd7158",
"metadata": {},
"source": [
"## Fit All Vortices Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 53,
"id": "8d18d6c0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1.1426068795027213\n"
]
}
],
"source": [
"# Test fit all vortices\n",
"\n",
"# Create time-series\n",
"time = np.linspace(-10, 10, 1000)\n",
"baseline = 0.\n",
"slope = 1.\n",
"t0 = 0.\n",
"DeltaP = 1.\n",
"Gamma = 0.5\n",
"\n",
"right_answer = np.array([baseline, slope, t0, DeltaP, Gamma])\n",
"\n",
"profile = modified_lorentzian(time, baseline, slope, t0, DeltaP, Gamma) + normal(scale=slope/20., size=len(time))\n",
"mt = PressureTimeseries(time, profile)\n",
"window_size = Gamma\n",
"detrended_pressure = mt.detrend_timeseries_boxcar(window_size)\n",
"\n",
"conv = mt.apply_lorentzian_matched_filter(2.*mt.sampling, 1./np.pi)\n",
"vortices = mt.find_vortices(detection_threshold=7)\n",
"\n",
"popts, uncs = mt.fit_all_vortices()\n",
"print(np.max(np.abs(popts[0] - right_answer)/uncs[0]))\n",
"assert(np.max(np.abs(popts[0] - right_answer)/uncs[0]) < 5.)"
]
},
{
"cell_type": "markdown",
"id": "c2d7a25c",
"metadata": {},
"source": [
"## Condition Fit/Per-Panel Write-Out Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "9bf6060c",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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DGUbnS5nPY2S/DMvD2zLhL5EwSLRE7qCZyNsei9WftRYz4QiZ8yWSTAdH0e8ZiRbycIreefPk3Z005067g3XVXaJc6yPJXnv5YAsiIiIiIiIiIiJy0tJ1h02HjnYfPKtkW96cs93Q7xVuW4NdD/TE4g0nMOrMWOwINhb6vR3Bxhi8sisWb/rZ0HqJiIiIrMDgEhERUQxOFEcmcmEXCx3VUh0WZLGvnEQ+F8k6ZkIURs7BRAhtGOnGojKQARibL2U+D6vD2zLhL5kwSKRE7qCZyNsezY7POhaz4QiR8yWaFR0cEzHk4RSR8yZ6bnMqWFfdJcK1PhaRayMfbEFEREREREREREROe/PDH5zehHJzl+zF6TMlcd+Tf7a0wv8+teA97Bl7IzYf9uH3Z3+LQqRKrfNsYRlue2wJ1m8/Lr29RERERFZgcImIiCgGu4sjE7mwi4WO7sdiX3GJfC6S9YyGKIyeg24PbRjpxqIykGGUFXNiMBjC2cJS6WucTPjLbBgkkTtoJvK2hxn5rI2Oq2hmwhF650ssVnVwtCrkoeo4u43MeeNUsI7cf603ig+2ICIiIiIiIiIiIiedPlOCj5fudXozygUCIRw4WoBQKIQlaw/h1899U+k9bQZ9jCFPLMXX3+7DwdcexKFX7kewpARPFtwlHVoKO1tYhjHPrkAoVLX+DYSIiIgSk9pH4BIRESWYYDCEwuIypKX4KxX1DcvKQIeMOnh15lZ8uGgPCorKkJ7qx5C+zfHw8A5Ki8lkCrumTOipbL0qGCl0rJGWZPFWUTQ7x3MiS+RzkewTLgaXEescTEvx4bbrmuHRkZegc7v6Stdnl7EjOmDGgp0IBMXeb0UnFiNUzYmbck9g0oytmLP4l2Xcfn1zjB0htoxw+Gvq/J2677UqDEL2kPmsr+/aCHdP/MbwuIolHI6YPL6H5r2vlvD5Mu7tDfh8+f6477W6g6OZ/Yi263AAv/njany89ICy4ywi3vcPp4SDdSL39G6Zx6saN1/rZck+2GLy+B6uOReIiIiIiIiIiIioath/pAABnX/3t9t/thzDkCeWYUveqZivB/77t9U5i/egtbcR/pTeFPmhNOwINja13u93nsKydT+hd5dGppZDREREZFa1qDQ4c+YMjh49ioKCApw9e7b8/xYVFSEtLQ3p6emoUaMGatSogfT0dFxwwQVIS0tzerOJiMhCooXGKosjtSR6YRcLHROHHeM5kdl1LrqxYJnsET4HH7yzPf46fQs+WboPM7N34ZOl+2wplrfCZW3qYdpzvTBiXA5EHtQVDt+UHtmPn95+ovznJUlpQIeBAIBDr/0eyaWFuOC+PyOpYROrNj3mnAicC+QGgyHd83NWdl6lDm0FRWWYOn8nZmbnYerEnkIdYMaO6ICZ2XlxQ5NWh0HIHiKftdcDLPjmgOlxpbl8g+GIy9rUw2eTrseMBXm4a0LszoR2dnA0G/JY/n0JXv+0AIFgfvnPVB7nWMwGHa3EECWpxAdbEBERERERERERkdPOFJQ6vQmV3PfStygsDgi9d0ewMUadGYsOvn1K1v3mnO0MLhERESnCXIpxVaZyuLi4GBs3bsS6deuQl5eH3bt3l/938uRJ6eXVr18fLVq0QIsWLdC8eXO0bt0aV1xxBS6//HIkJfEf04mI7GBVcb+RQmMrn4Cd6IVdLHRMPCrGc1UM31h9Lrq5YJnsoyrs4ibDsjLg83lw51PL44aXIsM3wYLTyF/+cflrpTXqlQeXznybjaSzJ9Bg9NOWbneY1+vBjn35UufnptwTlT7HSGWBEEY/uwIdMuront+XtamHqRN7ai7PrjBIVZzX3Ubvs/Z5AcCjZFyZpTUeRtycgUtbJXYHx807Tv03tBT7dSuOcyLM/QxRkip8sAURERERERERERE5rWa6e2pqwkRDS+XvRyrWBVorWffcJXtx+kwJatdMVrI8IiKiqo65FGsk7L8M79ixA8uWLcN//vMf/Oc//8H333+PsrKK/yAeEnnkt4Zjx47h2LFjWLduXYWfJyUl4dJLL8VVV12Fq666Cr1790ZGRmIVFhIRuZ2Vxf0qC42jGS34rQqFXSx0rD4SLXwjc15aeS4mQsEyWc/Ka5DTht7QEoH/br/TnVhkGTk/J83YGveaB5z7PF+duRVTJvTU3YZhWRnokOFMGCTR5vVEF++zPv5zMebl7I/7+zLjygiR8ZDoHRz/9sEPmqGlMJXHOVHmfreEKCnx8cEWRERERERERERE5LQmDdPh83kQ0Pn3PPdT8/fTQCCEA0cLyoNLDeqmIrR2jJJlExERVQXMpdjDfZXPGkpKSrB06VJ88cUXWLBgAXbs2FH+WryB4PEYv3kLhUKVll1SUoL169djw4YNeOeddwAArVu3Rr9+/XDzzTejd+/eSE5mMp2IyCiri/tVFxoD5gt+q0JhFwsdqwe3hm9ihZOMnJdWnYtWFSyr6I7CDiv2suIa5CZOhm+MMnJ+BoMhzFm8R2j5Hy7ag8njewidX06EQdw6r1d1sT5rAKiVOVPo92XGlYjwteCTpftw1wTx8WBlR1KrBIMhfLw0fjgsTNVxTqS5PxHncXInPtiCiIiIiIiIiIiInFS7ZjJu691M+N/0qoP8s6VObwIREZFrMJfiDFcHl0pKSvDZZ59h+vTpWLRoEQoLCwHEHhDxBoKRhJvH49FcZvTA+fHHH/HGG2/gjTfeQFpaGvr27YuRI0filltuqVKDhYjIalY/jdyKQmNVBb9VobCLhY7uZyak4sZuAVrhpPYtz8O4tzYYOi+tOBdVFyyr6I7CDiv2syrs4jaJ1onFyPlZWFwm1JkNODf3FBaXSYU77AqDzP5qF0aMy4HW12W3dIGpyiI/67OFpZaOq1iirwXxVJXxcO78DQi9V8VxTsS5P9HmcXInPtiCiIiIiIiIiIiInPbAkLZKgkstGtfE7oNnFGyRs2rVUPfvj+zYREREiYi5FOd5nd6AWFatWoX7778fF154Ie644w58/vnnKCgoKP9gwh9e5H/ALx9c9H9GxFtWrPWHXy8oKMDnn3+OO+64AxdeeCHuv/9+rFy5UtmxISKqymSKh40wUmgcj2iQY1PuCd31hQu7/L7YNyeJUtgVLnTMXz4cZ3KGI3/5cEyZ4P7truo25Z7AmGdXoFbmTNTsNRO1MmdijODYDLP6/JQ1KzsPXUbNw9T5O8vP63A46Q9/X2/4vFR9LsoWLAeD8Y9xvP3uMmoeZmXn6a5HxTJInuprkNWCwRDOFpbqjkkt4UCGm4vdjZ6faSl+pKeKPQMkPdVf3k1Hb1vMHG9Zs7LzcOdTyzVDS2F2zuvVnRXjKp5Y1wI9VWE8nDvOPqH3qjjOiTb3R0qEeZzUsOoaNCwrA2unDcCYAa3K57f0VD/GDGiFtdMGsKMfERERERERERERWar3lY1wSUYdU8u4tFUdzPnztaiR5ur+ALr8Pg8uapDu9GYQERE5grkU93BNcCk/Px+vvPIK2rRpg549e+Kdd97ByZMnYw4KIPYHaAeRQRP++cmTJ/HOO++gV69euPjii/HKK6/g9OnTtmwnEVGiUV3cH4vqglDVQY6qVNjFQkf3UBFSseP8lKEXGtSjd16qPBdVFiyrCEuqDFySHLtDCUapCDomCqPnp9frwe3XNxf6vSF9m8e9FjpxvDflnsCo8dqdlqLZMa+T/LgCYDhoYOY6aud4sCJM4fV6cFvvJkLv1Tt/RSTK3E/uZHWo1Y5rEB9sQURERERERERERE7xeDyY+lxPw6GjGml+vDexJ65sfz4+fvk66eWkpYg9SM0Ot13XDLVrJnaHBiIiIhnMpbiT48GlPXv2YOzYsWjatCkef/xx7NixQ2hQuInIYNm5cycef/xxNG3aFA8//DB2797t7EYTEbmMHU8jV1lobFWQg4VdpJKqkEphccBV3QJEQoN69M5LVeeiyoJlFWFJt3XOcoLdnW3CVF6DrFLdunGZOT/Hjuig2ZktzO/z4OHhHTRfd+p4T5qxFYGg+Puj53WnzqHqQGRc+bzA8Z+LLe+iqMWO67zVYYrf39EWPp2/humdv6ISYe4n97EjUGT3NYgPtiAiIiIiIiIiIiInXNGuvqHQUY00Pz5++Tpc0a4+AOCGbo2x/J9Zwh2cLm1VB28/1U12cy3zwO3tnN4EIiIiWzCX4m6OBZfWrFmDoUOH4uKLL8brr7+O06dPKxkUsdplqfpPhN5gyc/PxxtvvIGLL74YQ4YMwbfffmvsABIR6Ui0olK7nkauotAYsD5oxcIuUkFVSCUtxeeabgEyocF4RM9Ls+eiqoJlFWFJt3XOspuTnYTC1+SHhrVXcg2ygpGgY6Lda0Qzc35e1qYepk7sqfl5+n0eTJ2oHXZ0qvuZkTk0PK9Xp25cTtEbV+eGoAfzcvbb0kUxFquv83aEKTq1roMHb03XDC/pnb+yVH3/oOrBjnOAHTiJiIiIiIiIiIioOjESOlr+zyzc0K1xhZ9f0a4+vvvgFix5+yYM7NWk0u/5fR4M6dscS96+CZvfvwVd2p+vYvNNu7RVHVx75QVObwYREZGlmEtJjFyK7cGlTZs2YcCAAejevTs++ugjlJWVVRgYgNigiPchxmqbZfY/vXXGovX7oVAIgUAAc+fORY8ePdC/f39s3LhR0REmououUYtK7XoaudlC4zC7glZERqkMqXi9HvS5qpHQsqzuFiATGozHzvNSRcGyirCkHZ3t3MqpzjbR1+Se92Sje8cGpq9BVpAJOibqvUYsZs7PYVkZWDttAMYMaFV+T5Ce6seYAa2wdtoADMvK0FymU93PjMyhQ/o2xwdf7nJdNy6rgnNOB/K0xtXAzCbwej0IaGyXeBdFc9dRK6/zdoYpMi9Nxl//pxZGZrWQPn9lqfr+4UZOny9VjV3nADtwEhERERERERERUXUjGzoKd1qK5vF40LtLI/xrfI9Kr/3w0W2Y/afe6N2lETweD5o01H6Iml1qpPnx3sSewsXRREREiYa5lMTKpdhWRf3jjz9i3LhxmDNnTqWDFqY3IKLFen+jRo3QpEkTXHTRRRX+73nnnYe0tDSkp6cjLS0NaWlpSElJQVFREQoLC1FYWIiCggIUFhbi5MmTOHDgAPbv31/+f/fv34+jR4/G3K7obYu1XdGDJPJn2dnZWLhwIQYPHoyJEyeiXTu25iQiY2Zl51UqdAoXlc7MzsPUiT2VFuGpNnZEB8zMzotbRKXiaeTDsjLQIaMOXp25FR8u2oOCojKkp/oxpG9zPDy8g1DRYDhoNXX+Tt33Wh3koKorGAyhsLgMaSl+6TFkJKRSIy0p5uuzF+3Fgm/26y7Hjm4BKUk+pKf6UFAUMLWc23o3te28DBcsaxWiihQsh8OSIp+pVihLxTLcKt65IloE3CGjjtKica1rcs7GI/B5gczODbF22wlD1yDVZIKOsxbuwowFeQl7rxHN7Pl5WZt6mDKhJyaP7yE8X8sGSyeP76FsvpKZB4Bz+9+vx0UY8UyO7eeQlk25JzBpxlbMWfzLPdzt1zfH2BFi54/WfGF2uSrFGld3T/xGOGgwZUJPzffIjoFIVl/nZcIU8fZRVMtGPvx2dFe891ym4fstUSq+f7iJm84XI8zcY1vJjnNA5ho0+6vdSq9BRERERERERERERE4Kh44uaVUHDW/4oMJrP3x0GzKa1DK1/Fo1KtZbBFe8j+v9G/BlSWdTywXO/dvyuu0ncLZQ/N93aqT58fHL12mGsIiIiBIZcymJmUuxvBpx//79ePbZZzFt2jQEAgGpgRHvwKelpeHSSy9Fp06dcNlll6FTp07o1KkT6tSpo34n/uv48ePYtGkTNm/eXP7fli1bUFxcXGGb4+2b1kAJhUKYM2cO5s6di1GjRmHixIlo2rSpZftCRFWPU4XZKqko7pdZl2yhcTS7glZU/agoBlUVUtl1OIDHJq9GIBh/GVZ3C6h4TMyFlgDgkZGXKNgqcWYLllWEJati4FLkXLG7ED68XfGuyYEgsHLzUax5rz/aNK/teOG0TNCxpFR7MkiEe41YVAWatcKf0VQGS2XJzAMeDzB1Yk/MX3HA9nNIi5mQfrz5YmveKVeG/8PjSmXYTWYMRLL6Ou9koE/m/DVDxfcPN0jkh2WouMe2KvRk1zkgcw0qLA5g1PgcPD760oS6rrtNMBhCUUkIydZPM0RERERERERERGRQdOjIjFAggCPvPoMTH76OYUltlASXJv62M2rXTMLo8SuwJe+U7vsvbVUH703sydASERFVOcylJHYuxbLgUmlpKf7617/ixRdfREFBQaWBITsoUlJS0L17d1x33XW47rrrcPXVVyMpyd5/8a1fvz769OmDPn36lP+suLgYq1atwtKlS7FkyRKsXr0aJSUlAOIPlsj/P/KYBAIBvPfee5g9ezaeeuopPPbYY7bvJxElJicKs61wx40t0fKimnhrTm6FgjKrnkZuplDRzqAVVR+qikFVhVQ+W12kO7cAwM09LrKsSDXWMTGjV+eG6BznD3RWFaSaLVhWEZaUXYZbOxIAYufKHTe2dKQQXvSa/Pr721xxTTbTgSVaItxrxGJnoMDp7mci84DHA7z/YiZuv74F7nlhldByVYdJopkJ6cebL2Ys2AnAg0DQveF/1WE3kTEQZldXICcDfXazKyhlhUR+WIbZe+zo0FNaig+/6t0Mj426JO59pSi7zgHZa/7M7F2Y/dVuVwfS3OqXMbMbBUUBpCQBt69djcdGd3Ld+UFERERERERERERqBM6exsEX78KZ1dkAgK7+XLT2HsSOYGPDy7y0VR1ce+UF8Hg8+O6DW7Bs3U+YNGMLPs/ZX+F9fp8Ht13XDA/c3q78/URERFUFcylVI5fitWKhCxcuxKWXXopnnnkGZ8+eRSgUitmKKiz8WnTSq0mTJnjooYfw9ddf49SpU/j6668xbtw49OzZ0zVhnpSUFPTu3RsTJkzAsmXLcOrUKSxatAj/+7//i4suuqhS+7F4LbzCr4VCIRQUFGDcuHG49NJLsXDhQtv3i4gSi+zTmYMahZlO2pR7AmOeXYFamTPR/e4FmLN4Dwb3aYZVk29G/vLhmDLBnQGgYVkZWDttAMYMaIX01HOFxempfowZ0Aprpw1gcRdJES0G3ZR7Qmh5Y0d0gN8X/49R8YIuwVAIK7eVCq1r8ZrDlswtesdEls8L/O2xqzXXFZ6HavaaiVqZMzFG4niLChcsyxb3h8OSWp+pSFhSdBkAbDkWRomeK2u+PypdBGxWIl6Tw0FHVdyyX0YYPT9l1yF6vI12PwsGQzhbWBrzc+jYui7eeaa75jzg8wIznu+FoTe0NFRIbxWZkH4kkQ5oWqGleMu1UzhoIEIk7CZyLZj+XE+cyRlu23246n0kaxg9D51m9h57VnYeuoyah6nzd5bPiYXFAcxauAtXjJyHzHsWmL5HsuscMHLNl/0OQtFj5ly32OJSYEb2HnQZNQ+zsvMc3kIiIiIiIiIiIiJSreSnvdjzYJ/y0BJw7mGBf0qfgjQUGVpmjTQ/3pvYs7ze1OPxoHeXRvjX+B6V3vvDR7dh9p96o3eXRgwtERFRlcJcStXJpSgNLu3duxeDBg1Cv3798OOPP8YcGNGJrujXWrZsicceewyrV6/Gnj17MGnSJPTu3RspKSkqN9Uyqamp6NOnD1577TXs3bsXq1atwqOPPooWLVrEHCxhsV4LhUL48ccf0a9fPwwaNAh79ogVQBJR9eOmolIjYhWCFRSVYdoXeej1m2x88OUuh7cwvnCXhvzlw20t8CR58Qq53UB1MajZoEtJ6bkCOxFWzS0ixyQsPdWPXp0bxt3fac/1irm/WvPQ1Pk7XVVcqCIsqbcMAK4/FqLnylsf/WB7IXyiXpNFgo6i3LRfbmU2WKolXgAz8rVfT1wJv8+LVk1qITXFB+CXeWDd9IHlc4lbwiRmAoEy1xGZ5drJirCb3rVgRL9Wlof4ItkR6CNzEjGYG2bmHlskRJ+z8YjpeyQ7zwEj13w3BtLcSvXDKIiIiIiIiIiIiCgx7HvyFhTvrvx31A7+ffhbjf+TDi/VSPPj45evwxXt6gu9v1YNdxRcExERqcJcStXLpSgNLrVr1w6ffvpp3IERme4K/zw9PR333HMP1qxZgx07duDPf/4zrrrqKpWb5pirr74af/nLX7Bz506sXr0av/71r5Genl6+71qpPqDiQPnkk09wySWXOLkrRORibikqNaIqFfWo6tLg9nBNIrKrk44ZVhWDmgm6JCcBKYJ/27JibpE5JmkpPvy8dBiW//Nm6f1NtHlIRVhSaxkAXH8sZMbFnMV7MbhPM6H3qiqET9Rrsl7Q0ecFUpLEvj66ab/cSkUHtWjxAphXjPgcV46s+FpRSQA79+ejtDSAyeOviTmXuCVMYjQQKDNfyCzXCVaE3dwWvrcq0EdqJGow1+w9tmj4UcU9kl3ngN41SIvbAmlulaidyYiIiIiIiIiIiMicwGntvw9fk7Qd02pOQmvvQaFlXdqqDpb/Mws3dGusavOIiIgSDnMplSV6LkVpcKmo6FwqPN7ORv68c+fOeOutt3Do0CG888476NKli8rNcZ2rrroK7777Lg4dOoQ333wTV1xxhe4xCv8cAAoLC53ZcCJyPbcUlRrBop5fJEK4xipWhrUSpZOOlcWgRguTvR4PrmkvllxSMbdEjwOZY1JYHEBxaQCA/P4m6jykIiwZvYxEOBay58oDQ9raWgifyNfkeEHHddMH4o4bWwotx2375VYqOqiF6QUwgyEgoHGNDQSBe/+4Ct/tOBnzdTeESYwGAmXmC5nlOsGKsFuYqvC9WVbuI5mXqMFcM/fYsuFHs/dIeueAxwM8f9/lSs6B8DVoeJbYtR1wVyDNKma/lyZyZzIiIiIiIiIiIiKyVgf/Pnxa+wV8MvQUBvZqUul1v8+DIX2bY8nbN2Hz+7cId1oiIiKqqphLiS8RcylKg0th8Xba6/XizjvvxH/+8x+sW7cOv/3tb1GzZk0rNsO1atasifvuuw9r167Ff/7zH9x5553wer2ax4yISIQbikplVcWiHqOFTokSrlHN6rBWInXSsaMY1Ehh8i1Xp1o+t2iNg9w9p00dE5H9lZ2HysqCVbYjWqLMybLnStdLGtheCJ+I1+SweMG/RN4vt1LV8Ua0I4iWeMX2qsMkRu6VjAYCZeYLmeU6RWXYza2qwz4mqkQN5pq5xzYSfjR7jzQsKwPP398ZnhiHLxQCxr29Udl3w8va1MO053olZCBNNVXfSxO1MxkRERERERERERHJCRTkS/+OJ7UGmk6chVsffxD/Gt+j0us/fHQbZv+pN3p3aVReO0pERETMpehJpFyKJcEloPJOJicn495778UPP/yAmTNn4sorr7Rq1QnlyiuvxMyZM5Gbm4t7770XycnJMQcKEZGeRHxCeVUq6jFT6JRI4RqV7AhrJUL3mDC3FoO2bOTDu89cbdncEm8cdB0zH1e2E1uu0WMiOw+d19v9HdGMBigTZU42cq7YXQhvxzXZyk51QOzgXyLeayQKMx1vZDuCaIlXbK/iHDJbFG4kOCczX8gs10mqwm5uVh32MVElYoDVzD22kfCj2XukTbknMO6tDdD6e7Hq74Zu/Q5iJ5XfS2XGTHKSt8oGwYiIiIiIiIiIiKqyksN7sO/pQVK/42/QBC1eX4xaPW7RfE+tGklmN42IiKjKYi5FjNtzKZYElyIHRs2aNfHoo49i165dePvtt5GRwafjxtKyZUu8/fbb2LVrFx599FHUrFnT8VQbESWeRHtCuR0dZuxgttApkcI1qtgR1kqU7jGR3FoMOrRvM0vmFpFxsHLzEUuPiWxBakFR4L//130d0cyGAhJpTjZyrthdCG/VNdnqTnV6Eu1eoyrRCqsZ6QgSi16xvZlzSOReSS+MZzQ4JzJfeDxIuECembBboqgO+5hoEjXAavQe20j40ew9khPfDd36HcQOqr+XyoyZ0rIgvttxUnhbiYiIiIiIiIiIyHmFP6zD7t9fi5r712Frnfsr/FfPeybm76S174qW/1iO1FadbN5aIiKiqoG5FHluzaVYElwKhUJISkrC//7v/yIvLw9/+ctf0KhRIytWVeU0atQIf/nLX7Br1y787//+L5KSklwxUIgocSTSE8plinqubF/PlUWLZgudEjFco4IdBXmJ0j0mkpuLQa2YW0TGQSAIdO/UwLJjYrYbh8g5bmVXnDAVT4r3ej2Wd7hSxcy5YmchvOrzxo5OdSIS6V6jKtALqxnpCBKLaLG97Dkkcq80YlwOavSaoRvGMxKc05svACAUAvw+L1o1qYXUFJ/Qcomqq0QMsJq5bxAJ9UQyc4/k1HdDN38HsZoV30vHjugAkQeVhUKoUg8nISIiIiIiIiIiShQN6qYitHZMhf8a1E3V/b38VfOx55GbEDh5RHhdtfsOQ7NXsuGvx9pZIiIio5hLMc5tuRRLgkt33HEHtm3bhtdeew3169e3YhVVXr169fDaa69h27ZtuOOOOxxvzUVEiSdRnlA+dkQH+ASuRqs2H7Wtm4QMs4VOiRiuMcuugrxE6h4Tye3FoKrmFplxsG7bCax5r79lx0S2IDVarHPczq44qp4Uvyn3BFZu1v8jq1ueuO/2cyWSivPGjk51shLlXiORiYTVzAYww6wKJIrcK4VCQFGxWEc7I8G5WPNFtKKSAHbuz0dpaQCTx1/DQB5RHIkYYDVy3xAMhtC6aS1MmdBT6Dur2XskJ78bJtJ9lSpWfS/t2Loukv1if3KvSg8nISIiIiIiIiIiqspOfPp/2P/sHQgVFQj/ToNfT0TjJ96FN1k/FEVERETamEsxzy25FKUVutdddx3+8pe/4Morr1S52GqtZcuWmDVrFh555BE88cQTTm8OEVUDwWAIhcVlSEvx29aN4ppODZGzMX6xfDgYMGVCT8u3SZRsodPk8T0qHdNwuEakQM1N4RozjBTk1UhLkl5PuJB76vyduu91untMtHAx6OTxPWw9H+0kOw7aNK9t2TEJP2U+XihET+Q5Pis7r9KywoX4M7PzMHViT6XFnzIBynhz6KQZWxEI6q+ve6cGrihMDhcTTx7fo0qfK2GqPmdKHKJhtQ4ZdTB2RAfMzM4zPIdZFUiUuVeKFrl/8bqniQpfWx+8sz26jpmveawCQeDeP67CFe3qu2Kuczu7vzuQu8ieh04TvcfelHsCk2ZsxZzFe1BQVIb0VD9u7tEEB48WYP322AFhFV2JnP5uWB2+g0Sy6ntpYXEZiksFbqoll0tERERERERERET2CwWDOPLPZ3Diw9eEf8eTWgMX/eFfqNXjFsu2K9w1ioiIqCpjLkU9p3MpSjsuLV68mIPDIl26dMHixYud3gwiqsLs7A4SKRgMYZ1G8Vc01U8jDgZDOFtYaniZKp6ILdMlwUy4xuy+qmRnJySRTjpu6R4TS1XuZmJ0HFh1TGI9ZT4txSf8++Fz3O6uOKqeFC/bAcvJuSTW9eruid9gx778KnmuAPZ1qqvq3HQtFCETVgsHMLWueV4P4NM4P1QU22uRuVeKJV7XSqNem7XNVLdMOsep7w5UPVg9X8e7n9TqdDcvZz82/3gSf3zgcozIamlJVyK7vhuKbEdV/Q4SyarvpYna+ZeIiIiIiIiIiIgqCpYU4cALo6VCS/4GTdDi9cWWhpaIiIiqC+ZSrONULkVpcImIiBKTVnHW1Pk70WXUPMzKzrNs3SrCP7JUFVqqKkiyMlzjxqJSOwvy9Aq5rSzWpvjcUpgZKfyU+fzlw3EmZzhOLxsufY7LBA1UUDWHOjEXG+Hk9cpJifL5uJUbr4V6jITVYgUwwwX162cMxLrpsV9TUWyvReZeSYvKMB5DgGpU17mYrOf0fC0SQH/2/zbhsdGXlt8v5i8fjikT1H2fSPQHLyQSq76PuPF7DhEREREREREREckp+/kY9j7WD/nL5wr/Tlr7rmj5j+VIbdXJwi0jIiIiSlwMLhERVXN2dweJZvfTiFUWWqoqSLIqXOPmolI7C/LiFXJbWayd6ILBEIpKQgiGrCvadmthZvgp836/V+ocB2B7QbyqOTQRngzv9PXKSYnw+bhFdJcON18L4zEaVosOYEYW1Md7TYVYHVJk7pW0qAzjMQRoXnWei8lads3X8bo5yQTQrepKxAcv2Muq7yNu/Z5DRERERERERERE+koO5mHP//ZB4ZZvhX+nVuYgNHslG/56jSzcMiIiIqLExuASEVE1Z3d3kGh2Po3YikJLVQVJqsM1VhWVRhb6xSv602N3QZ7VxdpVSfhJ9w1vmos7//wzhv35Z/zmj6stKUBOhMJMkXMcANq1OM+RgnhVc6ibnwwfnmtemb7F0euVk9z8+bhFrC4dAx9enLABC7NhtXgF9aqL7eN1SNmUewInThebWr7KMB5DgOY5/d2BqiY7AnF63Zzc1JGND16wj1XfRxLhew4RERERERERERFVVrh1DXb/vjdKDuwQ/p16Qx/GRc9MhTc51cItIyIiIkp8DC4REVVjG7Yfx0zBJ1dP/yIPG7Yft2Q77HoasRWFlnoFST4vMOXZHkIFSSrDNar3NbrQL7nbNKR0nxaz6E+UkYI8M2EpQH2xdlVT8Un3AQBAcSkwI3uPZZ1JjBZmmh0Loi5rUw/P33e57vvGvbUBuXtOO1IQr2oOdduT4aPnnWlfiI0/q4uJneK2z8dNtLp0zMvZn7ABi0QJq8XrkHLFiM9x5ch5mJez39Q6VO5fohxXt3JTsIOqFqsDcSLdnNzWkY0PXrCPVUGx8HJHZrVAShL+u1wfA2hEREREREREREQudTrnE+x5NAuBn4+J/YLXiwt+/youuPeP8HjlynAb1E1FaO2YCv81qMvgExEREVVtDC4REVVTs7LzcNXoeboFYmGBYAhdx8y3JLhgx9OIrSy0jFXo5PN64Pd5EAgC9774rVSwx2y4RvW+xir0CwRD5WMnuuhPhmhBnt4T0gH7gixWc2o/7HjSvRaZwkyRsaDatt2ndd9TFgjh9fe3OVIQr2oOddOT4WPNO6LsKCZ2gps+HzfRm7tEuDVgYTSsZtd1RO/YB0Pn7hfi8ehMg1aE8ZwOASby/Yrbgh1UNVgdiBO9x3UqgK6HD16wh1VBscva1MM7T3fFrCfOw/tPnIcjCwcxgEZERERERERERORCJz76Ow48NwKhkiKh93tS09Hkudmod+tvLd4yIiIioqqDwSUiomooXLwVCMr9npXBBau771hdaBkudHrn6e7/DSypCfYYoXJfZQrCzYyPeAV5ek9I/9O/N9seZLGCE4GcSFY/6V6EXmGmyNPyYzFTJC5bTPvQsPaOFMSrelK8VU+cl2E2iGJnMbHdwp/P6P6tkJ7qA2D/5+M2InOXHrcGLGTDanZfR1Qc+56XN7Q9jCd7XFUFjZy+zquQluJ3ZbBDtUQOlyUiq7+nid7jOhVAJ/NUnrMiQTEj6/N6PEhN9nDcEBERERERERERuUwoEMDhfzyKn956HAiJ/c3PV7chmr+yELW69bN464iIiIiqlsSsIiEiIlPMFJqGgwtTJvRUvFW/hH8mj++BwuIypKX4Yxb2bMo9gUkztmLO4j0oKCpDeqoft1/fHGNHdNAsbg0XWooUxRkttNyUewJ3TdB/mneHjDoVtjMYDMXdX1kq91V2rKgeHyJPSP/DPzZU+Fk4yDIzOw9TJ/ZMiEL+Wdl5lfbTzv2QDedMHt9DeqyaHeeiT8uPPL+MzBXRZItp2zSvjakTe2puq5VdcUTnULuWY5TZMERVLiauOKYDSEvxYXCfZnh4uPiYrkpk5q543BywGJaVgQ4ZdfDqzK34cNEvc9mQvs0rfO52X0dUHft1205gzXv98fr72+Lun2oix1XFNSTM6eu8Kl6vB7df3xxT5+/Ufa/b5uLI+xAtKj9zEmfl9zTZe9wV72ZhZnZe3PsQKzuykRy7z1nOEURERERERERERFVLsKgAB168C2dWzhP+neRm7dD0xY+R3EjsQVhERERE9At2XCIiqmZUFJp+uGiPpU8gN9N9R6vjSrjQUoTRQkvZjjVWPXlf1b4aHSsqx4fZkJ1VHcJUEg3kWLkfVj7pXtU4lz2/jM4V0Yx0l3C6a5HIk+LtXI4Ms9eo6GJiu7pm2LGeWGO6sDiAaV/k2dbRT6WkxhnIeHdt+X/NX55f/lrzl+cj4921SGoc/1yRmbvicVvAIlo4TJi/fDjO5AxH/vLhmDKhYqclu68jqo59OPAZb/+sEu+4xruGXDnyc6nzzQ3XeZXGjujgSGdBo2Ldh/zmj6ux63CgwvtU3TeIYlenX1j5Pc1oAN3uTnBmJeJ4MrvNdp+zdq+PiIiIiIiIiIiIrFV28gj2PJolFVpKvywTLV5fzNASERERkUEMLhERVTMqCk1lgwuqmC38tLLQUvZp3jMWxC+InfGF/pPs41Gxr0bHiqrxoSJkFxlkcSvZQI4VjIRzRKgq8JM9vzZsP66sSNxoMa1e0EAlNxarGt0mM9eoyGJiq4Kh0excT1UKPgCANzkVKS06lP+X3LRN+WvJTdsgpUUHeJNT4y5DZu7S4kTAwuj5oRUmdOI6ouLYAxWvKU6EJWOtV+98CwSBEeNyMPurXULLd8N1XqXL2tRLmGCH1n3IjOw9ePRf+Vj+fQkAe+dYu64biUbku4vPC+n5OhED6DIScTyp2Ga774uq4n0YERERERERERFRdVa8/0fs/n1vFG1fK/w7ta+/E01f+hS+WnUt3DIiIiKiqo3BJSKiakZFoalMcEEls4WfVhZayj7N+64J8QtiR45fgYEPLzZc/KRiX42OFVXjQ1U3Bys7hJkNjMgGcqzaDyuedK+ywE/2/PrTlO+UFokbDQIGgyEUFpchLcVvSSG+G4tVzW6TkXknupjYrifi2/nk/aoWfFBFZu6KxeeFrQELK85Zp64jZo99mBu7XYmcb6EQcOdTy3XPc7dc51VLhGCHSADt9U8LsHnHKdvmWHZsqSjyPlrvuwsA+H1eTJqxVWrOTIQAulGJOJ5UbbPd90W8DyMiIiIiIiIiIqo6CrevxZ4Hr0fp4d3Cv1N/+ONo/OS/4E1OsW7DiIiIiKoBBpeIiKoZFYWmqopMZUIfqgo/rSq0TEnyIT3VJ/x+vcInAJiXs99U0ZnZfTU6VlSND1XdHKzoEKaq+Fw2kGNlpzPVHclUFvjJjoXZi9QWiYsGATu2rouzhaXYsP245YEip4tVY83fKrZJZt4Z3T+jUjGxXU/Et/PJ+1U1+KCKyNylJSnJh+xVB20J+1l1zjp5HTFz7AFnul3pkTnfQiHonuduus6r5vZgh8h9SCAI/O39H2yZY9mx5Rda99EdMupgzXv9MSKrJZKTKv+5srg0aGjONHOP61QnOD0i42nU+BxXjSdV54Dd90Uy65v91W7kny2pdvdiREREREREREREieLsuq+x59GbEfj5mNgveH1oNPYfaPjrCfB43PV3YiIiIqJExOASEVE1ZKbQVLTINF4oyUjoQ2Xhp8pCy/C+nNd7FgqKAtK/r8dsEaPZfZUdKyqLkFV1c1DdIUxl8blMIMfqTmcqO5KpLihUNRaiyRSJxwsCznihF7JXHSyf064YaW2gyMniZ635e/ZXu0xvU/i68dCw9kIFxmNHXFKpmNiuJ+IbXY+RLm1VOfiggkiXDi1FxQFbwn5WnrNOXkf0jr3XA/g0iv3NdLkUZfX5BujPJ2Y+H7NdHe3ixmCHzH3I3KX7DM+xMp+RFdenRBkjkeLdR3ce8Tm63/0FZmTvQklpUHMZsnOmlV13nSIazPv9y6tt2iJ9qs4Bu++LZNZXWBxA7WtnuaILKhEREREREREREVV0eulH2Pv0bQgVnRV6vzetJpr+cS7q9rvb4i0jIiIiqj4YXCIiqoaMFvmKFHXphZKMhj6sKMw1W2gZa1+soKLI3ui+yowVK4r+zHZzANR1gALUF5/LBHJU7oeWiuGccx3EUpKAkVktpDqSWVFQqGIsREtP9SMlySdc9BsrCHhTt8YY8UyO0DygKlBkVzgnWrz5+86nlhvepujrRs97stG9YwPpAmO7nsBvZD1murR9smSv8LZZHXB0q/DcNbq/sa6JVnc6ET1nJ83YIh1CcPo6Ei/UuX7GQKybrr7LpR6t823D9uO6x9dIt8d484mRz0dVV0fVEikkIxc0CAp3TQ3PsbKf0YbtxzFTMBwpcn1y6xjRo3cfHQqd66okQvY+x6quu06QuQ/J2XAEG7Yft3iL9Km8R7M7sGvkumBnF1QiIiIiIiIiIiLSd/Kzd3Dgj6OBslKh9/vrX4jmr36FmlfdYPGWEREREVUvDC4REVVT8Yq3Pngp01BRl14o6U//3mw49OF0YW40vcI71eIVcFldSBprrPi8nvJQgZVFf2Y6aQBqO0AB1gRGRAI5KvZDdJyEwzlHFg7C+0+ch1lPnId3nu4qFUizoqDQ7FiI5cLzU3Fe71nSRb/hIOB3O05KzwNmu/DYFc6JJlJsbGSbtK4bORuPIBQKIbNzQ+FrkV1P4Jddz3vzdxju0rYp9wTumviN8LbpXf8SKXgg67I29fDmk90M/74VYT9A7pydOj/PUAjBruuIlnjdHVV2uRQR7170ipHzdI+vkQ5/evOJzOejsqujKokYkpG7D/FhcB/x7xgffLlL6jOalZ2Hq0bPE75X0BtPbhwjokTuo2XI3ufYPR9ZRbYz3ODHlzp+vqq8R7P77wJmOr+G/76xeccpU9tARERERERERERExoRCIRyd+kccfuMh4X/QTml5KVr8bRlSW19m7cYRERERVUMMLhERVWNaxVtDb2gpXdQl0onmqTc3mAp9OF2YG0l14Z2eWAVcdhaSRo+Vkm9HoXjVKFuK/uKF7F763RXSXVmMsiowohfIMbsfRseJ1+tBarIHXo98sZ9VBYWxxoIZO/efMVX0a3QeMNOFx65wTjRVc17kNuldNwJBYOXmo1jxbpbQXGPXE/hl1pOa7MO9L6wy3KVN5rjHu/4lYvDACCNdESKpDPuFyRaYA/Lzkd51xOcFpjzbw/Li/HjdHc12uRQhGirXO75jR3SAT+IvJXrzieh1/oc9P2PEuBxlXR1VcENIxkjgUuY+ZFDvpnhk5CVC3zH69bhI6iEM4TEZEGsiBCD+eFLd+dNOMvfRooze59gxH1kpLcWPtBSxLmEAsOvgGcdDbarv0ez+u4CZzq9lgRD+/kGuku0gIiIiIiIiIiKic46eLIKny3sV/jt6sqjCe0KBAH7628M4NvWPwsutcUUfNH/1KyQ1bKJ6k4mIiIgIgPmKzwRy/PhxHDt2DIWFhSgqKkJpaSlCoo+HV6xJkybIyFDblYKIyKhw8Zboz2MRKa6W6cgxeXyPSsVk4cJPrYI91UEVLSoK7zwe8eMBVC7gmpWdV+k4hAtJZ2bnYerEnsq7HwGVx4To+DArHJyaPL4HCovLkJbiLx8fN19zESbN2Io5i3ejoCiA9FQ/hvRtjoeHd1A6FowERkSPz7CsDHTIqINXZ27Fh4v2oKCoTMl+ODVOgHMFfjOz8+LOC0YKCiPHwrFTRbjgxtlmN7WCcNFvh4w6cY+7mXkg3IUnOtAi8tmECz9FxmJaig8pSeKFrVpUFxvf/9K3eGTkJcIdzF5/fxumTOipu1yv14M+VzXCvJz9uu8VDcwFg6FKc064IH7q/J26v39RwzTs3H8m7nvCgd3ofZQ97lqhLifnAbvJfDaxyM7dImTO2WhlgRBGjc9BuxbnoXO7+nHfG+s64vN64PGcW869L36LL1cfwtgRaq+NbiIbsNSa7y9rUw/TnuuFEeNyhO7VROYTvev81rxTuPOp5brr05ovrCAaktG7XppZ/7n7u1+O1+3XNxcewyL3IT4v8Ls72gh/x5i/4oDwQximTOhpKPQbbzzJdP60Y4zIMBLi1GMmhJzIvF4PftW7GWYt3CX8O1afr3pkrs8ic6rdfxfQW5+euUv3YVCXmoYeCEFERERERERERETyQqUlOPjne3B66Rzh36l93VA0fvwdeJKSLdwyIiIiqkqYS5FXJf+F/8iRI/j666+xbt06fPfdd9i2bRsOHz6MsjK1RRJmPPjgg5g0aZLTm0FEJC1WEbfqovZ4hcNWBTxkmC288/s8mHjf5Xj6HxuEf+f2638p4HK6kNRJ0cGpikWtAaSl+DC4TzNLxoJM8bmRQsp44SwjnB4nVhcUer0enF8nVSoQkJ7qx4XnpxoOkkQyMw+IduGJ9dnIFH4WFgdwXu9ZUoXesZejtth42hd5mJmdB69XrKWJVpg12qzsPCz4Rj+0JBKY0yuYFy2IP3C0UHd7gNj7KHvcf9W7acz9qG7XC5HPRosVRfBmw1SBINB1zHwMz8rQPY/D15Ebrm6MuyaoC6vFuvdzk3BHHiP3olrz/bCsDPh8Ht0wkUwAV+s6vyn3BEaNFwtJAcDsr3bj3Weugd9vbQNtJ0MyKgKXevchPi/w4K3p6NS6DgD97xgdW9fFPS+sEtr+DxftwbvPXCM9JuONJ9nOnyLXTTuZCXFqkenaWdU8NuoSqeAS4HyoTfVDDez+u0Cs9YkqKAqgpBRIZb0DERERERERERGR5YKFZ7B/wjCcXbdY+Hfq/up+XPDAy/AI/vs1ERERVS/MpahTZe62Dhw4gD/96U+47LLLcOGFF2LEiBGYNGkSvvrqK+zbt688xeaG/4iIEtGm3BMY8+wK1MqciZq9ZqJW5kyMeXYFNuWeUF7Urlc4HC78zF8+HGdyhiN/+XDNThNWCBfeGREOazx4Z3up37v/9jbl/79MIamocNFvMJg416lZ2XnoMmoeps7fWT7+CosDmPbFuZ/Pys5Tur5w8bkIM4WU4XCW2UJMK8aJrGFZGVjzXn+MyGpZfs6kp/oxZkArrJ02wHSXF5nPZHhWS/y8dBgOHSvSfzPOFf3GOx/MzAMXNUwz9dmMHdEBfp/Y+AgXeps5J8zsq5ZAECgtCwq9NxxmjScc0AnoLDJeYC48D85YUHluiT6O4YJ4rc/B7/Pgn89cg6LigPA+rtlytMLPZI671nXTDfOA3fQ+m3iMzt1611CZczaWskBI+DzelHuiUmgpelmj/3v/pifevZ8bRG5f7WtnGb4X1Zrvh97QEjOe7xX3PDcSwI2+zk+asVV37op0LpRq7WchG5JRef8oGrgU2fdhWRlYO20AxgxoVeE+ZGRWC/z1f2oh89KKKYJ43zFkO2+eOF0sNSb1xpORzp9uInPPJsJI186qpHO7+uh1eUPp31N9vsoQuXeSnVPt/rtA5PpOLxsmcZ/mQ7I9jYqJiIiIiIiIiIiqtbKfj2HPozdLhZYa3P0sLvh/f2VoiYiIiCpgLsUaCX/H9f333+OOO+5AixYt8PTTT+O7776r9IF4PB7X/EdElIhiBUTCRdxXjvwcnyzZq7SoXbRwWFXAQ5ZM4V24MCs6rCFTkJ6c5EXXSxoAUF9I6vaiZC0qi1pliBSf+7zAfYPaOBoCc7LgOCw8tnrek40Z2bsQCoUw7KaWWPFultKCQpHPxO/z4PHRl6K4NKCs6NdoAa5sF55Yn42RYIaZc0JmX6243fV5Pcjdczrue0QCOgBwc4+LKgXmoufBkeNyhOYWrYL48Fw/ZkBrqWtjr3uyK4RSzIYl3TAPOCXWZ6PHSBG86DXUTJgqksh5rCqsFu/ez4pwsKxY22dUvPle7zw3G8A12rW0oChg6WfhZEhGdeAyVrDhnae7omUjn+bvxPqOIRsmrVc7Rfj9Pq8Ha97rH3c8qQizOs1siDPMbNfOaIn4AAcA+NvjV0sfT6dDbVbNqXb/XcDr9aBWjWTh+7RBvZvCy78JExERERERERERWar06AHseagvin5YJ/YLXi8aPfQ3nD/iCdZ0EhERUTnmUqyVsMGlM2fO4P7778fll1+OOXPmIBAIlKfGtD4UJtqIiCrTK9TSC4gEgsCoZ1egS3uxwjG9a6Vs4bBThWaiYYk17/WP+fRnmYL0YTe1LC/CUllI6vai5Hic6iKiV3zu8QB+nxfdf73A0RCY00/l1+qGNWvhLnQdM1/p2JJ5ervqol/ZAlwjXXhkiun1mDknROe891/MxOj+5gr5owWCobjjRqbwf/GawxWuF0bCD5HHMd6T/mXDbbFCKaLHPdZ10+l5wGnRn810xZ1zZK+hRs7ZWOKdx6rCak6Fg0XpbZ8sJzt9mu1aatVn4VRIxsrApdlgg2yY1O/3Cr9/ZL8MdG5XX+n67X6wgwizIU6VoUEgcR/gEBY+nj6Jv+y6IdTmdPdklUTv0353R5u47yEiIiIiIiIiIiLz9j19G0r25Qq915OUjIuemY66A/7H4q0iIiKiRMFcij0SMri0fv16XHLJJXjnnXcQDAYrpdeq0gdERGQVvUKtcCDolelbdAtDQyFg+YYj8OkUyPl9Hrz4/65QUjjsdKGZaFiic7v6mkWSRgrSVRWSur0oOR6nu4jEKj5PTvLC4zl3LhSXBgE4GwJz8qn8Towt0ae3qy76FS3ANdqFR7SY/uelw5Ceqt05IpLRc0J0zht6Q0u8+WQ36eXriTdujAZ0zIQfoo+jVkG8bLgtOpQiE8yL5vbuHGUnj+Doey+U/3f8w9fLXzv+4es4+t4LKDt5xPR6wp/NiJvVdXkwOs9FF2uP6mes8F7rPFYVVnMqHCxKtMOaKKOdPlWE52XOUy1WfBZOhWTcHriUvXc3Ez5VsX43incfHYvf58H053oqD7gk8gMcIg3LysC66QPRqklNofe7KdTmVPdklUTv0zq1rmPvhhEREREREREREVVDZccPC73Pm1YTTV/8BLUzf2XtBhEREVHCYC7FPgkXXPr000+RmZmJffv2VRgYADgQiIgExSvUunLk58i8Z0F5IGjaF+JFW6FQSLdo58m7OpouHHZLoZloWEKLkYJ0VYWkbi9KjscNRa2XtamHyeN74PDCIfjmX1kIBkPQugVxIgTm5FP5neyGJfL0dtVFv3fc2BI572ZhdP/K88D66QNMdeER/WyKSwMoKDLfxUmP6JynohA/lrJACH+Z+n2lkIDRgI6Z8IPocTTSDSE6lGL0WuP27hyBn4/h2LQXy/878dHfy1878dHfcWzaiwj8fEzpOlV1eTA7z4WLtR8ZeYmhziNa409FWM3pcLAeme0TYSTkoTI8L9uZTYsVn4UTIRm3By5l793NhE9VrN+toufiwm9GYsOMgZrXuRH9WikNuCTyAxxiuaxNPXz0l+sSNtTmVAdlVcz+TYCIiIiIiIiIiIjs46vTAM1eyUaNzr2d3hQiIiJyCeZS7GVvlYdJCxcuxNChQ1FaWlqp1ZYWT9RjW2XeK/I7sssiInKaXqFWIAjkbDTW4SAYAvr3uAj1aqfgw0V7UFBUhvRUP4b0bY6Hh3eoUMQ3ZUJPTB7fA4XFZUhL8QsXookWmnXIqGNL0Z6ZfQHOFTp1yKiDV2dujXvMIo0d0QEzs/PiFk3HK0yTLUqePL6Hq56EHS5qFQkvWVHUuin3BCbN2Io5i899Xj6vBwGdQrtwAfuUCT2Vbks8ZseJEW4YW+FAgJZw0a/WPCJa9Bs9DtJT/RjcpxkeuL0tul7aIO5+qf5s7DwnROa8cCH+1Pk7Da9Hy8zsXfhk6T7cfn1zjB3RoUIYTGR94YCO2fCDzHEclpWBlo1rovuvFwi9v6CoDGcLS+H1esqPr9FrjRPzQCLQmyfiUTnP6c1HWrTGn5FzIZqRcLDRY2mEzPbpMRLymJWdV+nzCofnZ2bnYerEntJF6iLnqR4rPgtV10sZKsaw1WTv3Y3c66tcv5tFzsUdW9fFP564Gu8+cw2KSwPS36lkyIRP7bx3N8OJ89WsWPfSkfd3icTs3wSIiIiIiIiIiIjIekmNmqPZnz5HcpPWTm8KERERuQRzKfZLmI5LP/zwAwYPHlxhcGgl2SLbc4WJpN602nhFLi96uTLLYuqOiNzATIcJEYvXHMbk8T2EuhmEi9Vkinrc2ilIdF9iPVFatgOE2aetu6FjkRlOdhGJ1e1LL7QUZkU3hHhPKHfiqfyJMrbMPhldq+vbtC/y0POeBXhv3o64n7Xqz8aJc0JvzhPp1GFUrA57sp1BzIYfZI9j10sbCHcR8Xk9aHTThzE7ucheN6tKdw43UT3PRc5HPsHPNd74M9slx+0db2S2Ly3Fh9PLhmH9dDWdMKzq0qJ3nopQ/VmE7y/uuLGl7Z1EnOj0JMvIvbvRbm/R93rBYAitm9YS/r7ldtEdzM7rPQsP/Gk1vttx0pL1ub2rnBmJ1PnHLR2UVQmfpwCUdgcjIiIiIiIiIiKi2E5+8W+p96e0uATNX1vM0BIRERGVYy7FGQnRcamkpATDhg1DQUFBhcERLdZr6enpaNE8Srp2AAEAAElEQVSiBWrXro2UlBQsW7YMHo+nwocfbu3VsGFDtGvXDgBQWFiIgoICHD58GMeOHau0nljrilxW69at0bhxY819at2aN8JEZD+zHSZERD7xXfUT+N3QzcUokSdKy3SAMPO0dac7FqngRBcRvYJlPSq7IYg+odzup/In0tgy+mR0ka51v35uJR7482oM7dtC86nxqj8bt3XWMdpJRkZ0hz2ZTgMyYzXWsmSPo0wXkUAwVKmI12gnF6BqdedwAyvmufB89OCd7dF1zHxT57HZrhtu73gjs31Db2iBWjWS0bldfeH5PhgMab7Hyi4tWufpheenYuf+M7q/r+qziHd/YVcnEZHrR/eODSxbvwzZ7m0y74/+LFKTfWjcIA0HjxWiqDgQ894v3vh1Iys6mOlxe1c5sxKh84/bOiibUZW6RhERERERERERESWKY++/gqP/+jOAlyv8/GwoBfVQ+d9U0i7pjqYvzIGvVl2btpCIiIjcjrkU57ivEjmGN954Axs3bhQeHJdffjnGjBmDG2+8Ee3bt6/wPq9Xu8nUzTffjMmTJ1f6eXFxMb7//nusW7cOX375JRYtWoTTp09XWm/4f4dCIfz000945plnMGrUKAN7TERkDbMdJkRYGUZI1EIzq4ryjBamub0oWYTZwmwjzHYrU3VuyI4nOwsYE3FsyRYdi46DouKA7jmu8rNx4pzQEy8w067FeRj31gbToabIkIBMQEdmrEYycxxFwmVazBbxJkIhc6Kwcp7r3K6+kvPYbFjNbUHIaEa3L958r1d8bkd4PtZ5+t2Ok+gyap4tn4UTIRIt4TH8+5dXI2fDkUqv52w8cq5bi43bJMtMiCjWZ1FUEkDegV/+wTXys3n+vsuxbffphApPOBVeSaSQvRmy97d2Eg2BTpqxBW8+2c219yxumjOJiIiIiIiIiIiqg1AohKPvvYAv/v0R3iuuXI/ZL38irk/aiGHJy9HVnwuPB6h5dRYuGjcd3tR0B7aYiIiI3Iq5FOdoHy2XOHnyJF588UXNwRFOmYVCITRr1gyffvop1q9fjwcffLDS4DAqJSUFV155Je69917MmTMHhw4dwpQpU9CpU6dKAyOcbDt9+jTuuusujBo1CqWlpUq2g4jIrHChlpWsDCPIbL9bCs1Ei/I25Z4wvI5wYZrMcR87ogP8vvjvd7IoWcSwrAysnTYAYwa0Kh8X6al+jBnQCmunDVBaKKaiW5mKc8PMeDIyToyoCmNLi5FxIHKOq/ps7DwnRIUL8fOXD8eZnOHIXz4cUyb0xJN3day0rUZ9uGgPgsFQ3PXFKnru3/MiCHTaBaDmOIbDZXrnh5ZwSMsMu+aBqs7KeU7VeSxzLsT63Xhj1YkgZCTV2zcrO+9cCGb+zkrdzrqMmodZ2XmGwvNGRZ6ndn0WdtyvGrFq81HN15zaJj2bck9gzLMrUCtzJmr2molamTMxRmI7ZTt8lgVC+MM/NsQdv1YJBkM4W1hafg2WIdPBTKVw+FSEW0L2VYnMvfTU+XmGziGVtMa4W+dMIiIiIiIiIiKiqioUCmHRS8+jx5t+3H32YSwt61TpPQH48GXplbj77MO4NX8c9na5F00mfsDQEhEREVXAXIqzXB9c+uc//4lTp04BiD04wh9KVlYWNm/ejIEDB1q+TWlpaRg9ejQ2btyImTNn4oILLigfGOHtDG/bzJkzcfPNN+PMmcqtSImI7CZTqGWE1WGERCw0c6ooT4/bi5JFmSnMlmG2W5mqc8Ot4ylSVRlbsRgdB3Z+JqrOCTPFyLHECsxEb+v053sZCvXECgnoBXRmZedhxDM5iPHAjHJ+nwfTn+updG6JFUpJS/EJ73dkSEsV1Z91dWD1PKfy2mY0rObGIKQV2ydafJ6757Rj4Xk7Pgs33l+4cZv0iITg9Jjt8BlJKzxhdt43G86S7WCm+vpUlUP2bmfkXtquIF4kvTGeiPMTERERERERERFRogoFg5j91HjcOvcC7Ag2FvqdHcHGGPzNVVi0VvsBaURERFQ9MZfiLFcHl0KhEP7v//6v/MBHCn8AHo8H/fr1w2effYZatWrZvo133nkntm3bhoEDB1YYJJHbuGTJEtx4440oLi62ffuIqPoQLUATKdSKR6s7hV1hBJHt93mB+wa1MV3kZraoz+miPD1uL0qWYXUXETPdylSdG24fT5Gq0tiKZGYc2P2ZGD0nzBYjGxHe1hE3/zJu0lJ8wr8vGxIQ6Wbh8QAzXuiFEf1aKZ9bokMpP305VLhI3Wwnl0gqCs+rc+BJ1TwX7zg63SFLJEClNw6sHCcqAl6ixeevv7/N0fC8lUFtu+8vRMZEIt3zhKnowKKiw2es9YbDEyqu8SrCWXZ2MIulKofs3c7MvbRdXYz0xviML3Ym3PxERERERERERESUqEKBAL4c9xju/qoJCpEq9btnC8tw22NLsH77cYu2joiIiBINcynOc3Vw6dtvv8WuXbsAVEy1RX4IjRo1wvTp0+H3q3uisazzzjsPn376KR555JEKqbbI/3/16tW4++67HdtGIqq6ZAvQwoVaPgNXAL/Pg/dfzHQ0jKBXaObxAH6fF91/vcBwwb2qwn2ni/JE2NWxSCUniuVlun2Fx6bqcyMRxlOkRBxbesx0rXPDZ6JHRTGyWeFxcyZnBIZntRT6HdmQgEhQIRQCvvjmgPAyjQiHUmqkJZnq5GJkTjTzWTsRbnMrM/NcIh3HWAEqve23c/+MBrxkwzEPDWvveJcWK8Jsdt1fyIyJRLvnAdR0YDHb4VPLh4v2YMYC89f42V/twohxOabCWYBceEV1B7OwDhl1kHXNRfBFnEt+nwcDM5skdMje7cx2gLa6i5FoADHR5iciIiIiIiIiIqJEFAqU4cCf7sHvvjpfOrQUdrawDGOeXVGpmwIRERFVT8ylOM/VwaX58+drvhY++G+//Tbq1Klj30bF8fLLL2Ps2LGa7bk++OAD/P3vf3d4K4moKjFaeDwsKwM392gita7wk6eH3tDS8TBCrC4HyUleeDznis2LS4MAjBXcqyzcV1mUZ3VYx+muDiKcLvIW6fbl93mw5r3+hs+NeJ+zG4o89cTa/kQYWzKMdq1z6jMRpaJThEperwePj75UeUhAJqgwa+EuWwKSMkW8kSEto3Oimc/aDeE2N5Kd59x8HEXuN/S2//d//ta1+xdJNhzTpnntKtmlxY77C9kxnwj3PJFUdYgy040mnoKiMtw1wdw1flZ2Hu58ajn0/m1XJFhi9LqnSng8zsvZj0DEZ1EWCGHBNwewNe+U0vVFq44dCyP32WwHaCu7GIkEEGVW7Yb5iYiIiIiIiIiIKBGFSktw4PlRWPTlBuwINja1rO93nsKydT8p2jIiIiJKZMylOM/VwaVFixZV+llkK67MzEwMHDjQgS3T9vLLL6N///6a7bmeeeYZHDp0yMEtJKKqwkzhcTAYwtf/OSy8rtH9K3eNcTqMENnlYNW/b0YwGNIspBMtuFdduK+iKM/psI5buKXIu3vHBpqvhQuWO7erL31u6H3OwWAIhcVlGNynmdDyrCjyjMfucepkwade1zctdn8mslR0ijAj1meqd6yNhARkggolpUGs2XJUeNlmiAYjwyEtM3Oi0c/abeG2ROXW4yg6j4ts/98//MHS/VN1DTASjokVnre7+6hqVodIjIx5p4MtYaJjTVWHKLPdaLT4vB5T1/hNuScwanyObmgpTCRYInvdU8XJObg6fq+Ltc+TZmzF8/d3NhxeKigqs+T+TCaAKMrt9/9ERERERERERERuFCwpwr5n70D+ik8xqyRTyTLfnLNdyXKIiIgosTGX4jzXBpcCgQA2b95c4SBH++1vf2vjFonxeDyYPHky6tevX/6/I9uJ5efn48knn3Rq84ioCjFTZC5TXAcAbz55tWufHu/1evDWnFwlBfdWFO6bKcpzS1jHaSIFhqPG52DD9uOWbUP4s8jZeCTm65mdG2LNe/1xy7VNpQup433OV478HJn3LCgv9pv15S7d5VlR5BmPnePULQWfkYXrqck+3ffb/ZnIUtUpwgi9z1R1SEC2m8Vbc3Kllm+UTEjLbHDZ6GftdLitqnDjcZSZx0W2X4/R/VN9DTAajokMzzvVfTSa2TCXVSGSYDCEv0z93tCYdyrYAsiPNZUdosx2o4klzp/VKtC6xk+asRWBoPj64oWzwqwIJ4twag624n7Z7Z2b4u3zuLc24Pn7Lq9wfyej1z3Zyr8Ly/6NRI/b7/+JiIiIiIiIiIjMOHqyCJ4u71X47+jJItPLDRaexb6nB+PsmoU4E0rF4tLLzW8sgLlL9uL0mRIlyyIiIqLExFyKO7g2uLRt2zYUFZ27oQ0f4MjBUq9ePQwePNiRbdPToEEDPPvssxUGBvDLYHn//fdx+LB4pxMiomhlZUHMWbxb6L2xCtBkiuuSk7xxi+ucpqrg3qrCfaNFeW7tyOAEkQLDQBDoOma+0hBLuBhww/bjcT8LAMjZeATX/M8C6UJqvc85EDy37HARXVmZ/rh7/v7OthVP2zlO3RbkCxeun10xApOfvcb2wluVVHWKkCX6maoMCXi9HuHOZQAwZ7GxoJaRYmLRkJZdweXIz1rltdbNRdZWczIkqEVmHlfZjUJ2/6y6BpgJxzjdfRRQF+ZSHSIJb1fNXjMwM1s/dA1UHhNOBVuMjDWVHaKMdnbU4vNCOGwY6xpv5LzXC2eF2d3BzKk5WPX9sluC/PGI7PO4tzfi4eEdyu/vRvUT/7yt+C4sG26PJxHu/4mIiIiIiIiIiNwmcPY09v7hVhRsWAIAOBysgwD0HyIqtOxACAeOFihZFhERESUm5lLcwbXBpZ07d8b8ebjVVY8ePZCUlKR0nYFAQNmy7r33XjRs2BBA5XRbWVkZ3n77bWXrIqLqY9fhAF7/9CwuyJqLgiKxOStWAZpMcV1pWRDf7Tgpva12UVVwb2XhvpGiPDd2ZHCCTIFhWSCkWVQqUywfXQx41ej5up9FKAQUFZ87J2UKqVV0roi2fffPSpcXj13j1M1BPq/Xg7sHXoy10wZgYGYT+CKKkf0+D7KuuQgdMurYvl0yVHaKEGXkM1UVEnjg9rbC75Wd780WE+uFtMwUXQeDIQSDIUOftdlrZKzj8j9/y8P2wEVCy6wqnAoJxiMzj6vsRiGzf1ZeA5wKx5gVDIbw789/VBrmCt+vju7fCump5/4h0EiIJDL4U1gs/jeWWGNC6x56dP8M5PwzC3fc2FJ4+SLMjDWVHaJi7Xdqsg+tmtRCakrFz+al310Rd/y+N6GnqWu8kfP+9uubobC4TOi+284OZk7NwSrvl90W5Ncis8/h+7tHRl4iFdhT/V1Y5m8kWvw+DwZmNrEkeEdERERERERERFSVBU6fwN7H+6Pw+5XlPysIpShdR/7ZUqXLIyIi4NixY8jLy0Nubi4OHTqEkpLq0d2upKQEhw4dQm5uLvLy8nDs2DGnN4kEMJfiDq4NLh04cCDu61dddZXydZaVqSsMS05OxvDhwzXTbbNnz1a2LiKqHmYv2otH/5WPJZtLUVgcFP49rSLzsSM6IE7Xw3KhEFwdjklL8SMlSexyFq/g3urCfZmiPNVPA7ejw4VV6zBSLBlZVCobIohVDBgwuE96hdQqO1dEsqtLh51PrU+EIN/WvFNY8M2BCuOlLBDCvJz9riokjUVlpwhRTn6mXS9toOS6EU1lMbFWSMtI0XXkPFj72lkoLhH7Uhz5WZu5RmodlxnLjmNo/h8wv6SL0HKrAidCgvHIzuMpST5l3Shk9s/q+cLuri9mhM/nGj1n4NcTVyoNc23KPYFJM7ZizuI9KCgKIC3Fh8F9muHh4R2kOi3pdanUojUmIu+hV/37Zgzu0wxzFu9F918vUN5pxsxYUx2Ci/7ucHbFCOz4ZBDO5oyo8F3iybs6xh2/I/q1MnWNl+1C4/EAsxftkQ7v2tHBzIk5WOX9spuD/JGM7nP4HPJJ/KU61jEz871UJIAYT1kghAXfHMDWvFOGl0FERERERERERFTdlJ06ij2P3YyiH9ZV+Hm6p1jpemrVUFuITERUHW3cuBHjxo1D9+7dUbt2bTRo0ACtWrVC27Zt0bhxY6Snp6Nt27a4++67MXfu3CoTZCopKcHcuXNx9913o23btkhPT0fjxo3Rtm1btGrVCg0aNEDt2rXRvXt3jB8/Hhs3bnR6kykG5lLcwbXBpUOHDsV93YoBUlqqNlk/aNCgCv87crD88MMP2Ldvn9L1EVHVtSn3BO55YTUC4nmlclpF5h1b10WyX+wyYFcQwojvdpxESZnYgYlXcG9X4b5IUZ6qp4Gb7fwRLVYRmOp1RMvdc9pQ8VhZIITfv7xaKkRgptg23nZoFVKr7FwRya4uHXY9td7OgJRRKgpJ7QgYxqOyU4Qepz9Tr9cj3KVDdL63q5hYtuj6k6X7DIUxoz9ro9dI3eMCH/5QcFe16bzkREgwHtl5vLg0YLobRZjo/tk1X9jZ9cWoyBBgkUAAUSbMFStgWFgcwLQv8qSCl2Y6SeqNiQ++3IVe92Rj2hd5lnSaUTHWrAjBRX93iPVdQm/8mrnGy3ahMdqF1A5OzMEq75cTIcgPmNvnYVkZWPHuzcLrivx9Fd9L9QKIItwSICMiIiIiIiIiIkoEpccOYs/Ym1C887tKrzXynoIParoU+H0eXNQgXcmyiIiqo5ycHGRmZqJz58544YUX8O233yI/P7/S+wKBAHJzczFlyhQMHjwYLVq0wCuvvKI0vGGn0tJS/PWvf0Xz5s0xePBgTJkyBbm5uTG76OTn5+Pbb7/F888/j86dOyMzMxMrVqxwYKtJC3Mp7uDa4NLZs2fjvt6kSRNDy/X8t72IJ0abkVgTqRldu3ZFSkqK5voWL16sdH1EVHUZLQKMV2ReWFyG4lKxwI9dQQgjJs3YipDAofF4gAfvbB83GGBn4X48Kp4GrrLzh1YR2J+mfKdsHbHMys5D1zHzDRfA5mw4IhUiMFNsG49WcavsE+xF2dGlA7DvqfV2BaTMMFNIanX4T5TqThHxmP1MVYS8VM/3dhUTyxRdX9+1Ee6aIB/G1PqsjRwzoeMCH6YWXS+1jYlM9jhaGWo0Mo+b7UYByJ1bdl8D7Oj6YoTRcLVImEtV8NJMJ0m9MWFHOFTVWHMyBKc1fs1e41V0oXFLkMPu73ufLNkr/N5498tOh75lmP2O0PXSBtK/r/K7b2QA0WfwWuCGABkREREREREREZHblf60F3vG3oiSvdtjvl7TU4TrkzYqWddt1zVD7ZrJSpZFRFSdFBcX47e//S2uvfZa5OTkSP/+oUOH8Oijj6Jz587Ytm2bBVtonS1btqBz58547LHHcPjwYenfD4e97r///irTeSrRMZfiDq4NLhUWFsZ9/bzzzjO03ORk7ZvQM2fOGFpmvHW1atVK8/Xvv/9e6fqIqGoyWgSoV4BmV+jASjLHxgOg5z3ZcYMBdhbux2P2aeAqizvjFYH94e/rLSsgtaL7UbTIgjIzxbZ6tIpbZZ9gL8qOLh2AfU+td/tcZaaQVGWRpQpWdIqIxehnqjLkpXK+t7uYWLToOhSC0BwaXlZ6qh+j+2cg559ZMTtSyR4zmeOysPQKBEPuCopoMRskEj2OACwPNRqZx0W2/3dD2iq7l1J9DXC6u51RRsPVImEuVcFLo50kRcaEHeFQ1WPNbSE4M9d4vfNeZA/dEuSw8/veptwTuGviN8Lvj3e/nAhB/jCz3xFkf/+7HSeVBxvDAcT/TO1vOLTndICMiIiIiIiIiIjIzQ5s247k/ktw8dbH0OHUW+hw6i2cCNas9L5hycuVrO+B29spWQ4RUXVy8uRJXHvttXjnnXcqdHUx4vvvv0e3bt2waNEiRVtnrYULF6J79+7YsmWLqeWEQiG8/fbb6N27N06dOqVm48gw5lLcwbXBJb3WcHXq1DG03FgDxOPxIBQK4dixY4aWGU+LFi00J+3c3Fzl6yOiqke2CDA91SdUgGZX6MBKMscmGIJQMMCuwn09Zp4Grqq402x4yEyBolXdj6KFC8qMFtuKiFfcqqJzRSQ7OoJFsuOp9W6fq4wWktrRPcIIOzpFGPlMrQh5qZrv7S4mFim6nvJsD3z9H7EnviT5vfjmX1kY3KcZ5izei+6/XoCavWZg9PicSuNP5pjJHJdCpKAo5L6AdCSVwTm94wjAtlCjkXk83vavea8//vS/V2LNe/2V3Eupuga4pbudEWbC1XoBG5XBS9lOkqJjwq5wqNvvN1Qwc43XOu9H989ASopPaP1uCXLY9X1P5vuM3v2y24P80cx+R+jf8yLEeEBYzN///V9WWxZs7Nyuftx7rnicDpARERERERERERG5VcnBPOwfP1TovV39ubg4xVw956Wt6uDaKy8wtQwiourmzJkzyMrKwurVq5Ut8/Tp07j11lvxzTfiD/5zwvLly3Hbbbcp7ZSzatUq9OvXT7fjD1mLuRR3cG1wqWbNyin6SDVq1DC03PT0dM3Xjh49amiZ8dSuXTvmz0OhEHbu3Kl8fURU9cgUKaWl+PDzUvECNDtCB2bFezK+bIFkNK1ggB2F+3qMPg1cZXGnivCQkQJFK7sfRQsXlJkdS/HEK27V+5xlGHlCvF2dQ8yeO6Jz1YN3tre1k8am3BO4/6Vvhd8fWUhqR/cIM6zuFCFz/bEy5KVivneimFiv6PpX1zUTDw0VB3DtvQsx7Yu88t8pLA5g2hd56Dzic/zp35srvF/0mEndv6AYqR73FvdaEZzTOo4AbA01Gp3Ho7d/xbtZCIV+6W7Z855shELAinezTN9Lmb1fdVt3O1lmwtV6ARvZ4OXZwlLN12WCP8OzWgqPCTvDoe1bxP77TSTZ70Zu7PJl9Bofa95688luKCoOCP2+m4IcVn/fk/0+o7fuRAvWmfmOMCs7DyOeyUG8B/eFfz8YDCFn4xGhbTIanIu850oTDOkBQGqyz/EAGRERERERERERkduUHNqNPY9koey42AMYU1q0x/RXBqBGmrG/tdVI8+O9iT3h0XtSEhERVXDvvfdizZo1mq+3a9cOr732GjZv3oz8/HwUFxdj7969+Oijj3DbbbdpzrsFBQUYNGgQDh8Wuw7Y7cCBAxg8eLBmZx6Px4NBgwZh7ty52LdvH0pKSpCfn4/Nmzfj1VdfRdu2bTWXvWrVKjzwwANWbToJYC7FHVwbXNI6sGFFRUWGlnv++edX+N+RqbOTJ0+ioKDA0HK1+HyV/1E7PCmz9VtiOXbsGPLy8pCbm4tDhw6hpKTE6U2yRUlJCQ4dOoTc3Fzk5eVZkgCl+GSKlIbe0AJ+v/jUblfowAiRJ+PLHBst8YIBVhfu6zHyNHBVxZ2qwkNGChSt7H4ULRwikBlL4fMlNdkn/CTweLQ+516dG2qemx4PkJLkLX+v7BPi7ewcouKp9Xpzlc8LdO/YoLxg3o5OGuFC+GlfiBe8hwtJ7eoeYQejBdky1x87Ql5m5nunionjFV3LhjG1jm8oBPzhHxvwpynfVXpN75jJHJebktbD67FnnMuO2dlf7cKIcTmWBYmij6MToUYz87jX68Fny/ah65j5MYNBXcfMx2fL9pka90buV8Of84btxx3rbqcqsGI0XC1yDyK77EY3fRj3+ioaMnt89KXCY8KucOim3BMY9/ZG3fc9f39noe9GidzlK1r0WI6ctxKtE1A0q77vyX6f+VXvprrvSYSHjkQycm0R6fjr8QAzXuiFYVkZeHnaFuHtMROcC99znckZgWsuayD0O8WlAXzw5S5D6yMiIiIiIiIiIqqKSn/ai72PZqHs6H6h96e06ojmr2Sja7e2+Pjl66TDSzXS/Pj45etwRbv6RjaXiKjamjZtGmbNmhXzNZ/Ph5deegnff/89HnzwQXTs2BE1a9ZEcnIymjZtWh7qWblyJZo3j10vcuTIEdx1110W7oFxY8aM0ayPbt68OVauXFkezmrSpAmSkpJQs2ZNdOzYEQ899BC2bNmCl156KWZuAACmTp2qeWzJesyluEPCBpe0Eo16zj//fM0WWQCwa5faf1SONwjOnDmjdF2k1saNGzFu3Dh0794dtWvXRoMGDdCqVSu0bdsWjRs3Rnp6Otq2bYu7774bc+fOrTJBppKSEsydOxd333032rZti/T0dDRu3Bht27ZFq1at0KBBA9SuXRvdu3fH+PHjsXHjRqc3uVqwskjJjtCBLJkn44scGz1uDgbIPg1cVfGgqvCQkQLF3D2nTa3T7/Og1+UNhd4bGSIQPc/WvNcfZ3KG4+yKEZjxfC8lwb9Yn/Pyf96seW5umDEQBd+MNPSEeDs7h6gMPcYLeHk8HuRsPGJbJw2RospokXO0nd0jrKKiIFvk+pMoIS8ni4ljFV2rCPZGeuof6w0V2wsdFwQwOnWx0U0TZmTMzsrOw51PLY/b9QFQFyRycrwbncet7IgWSfR+Nfpzvmr0fNuDYKoDK0bPZ5HPT3bZetdXKx6KYFc4VLTT6PbdP+u+J9G7fIWpfpCEGzoB2cWKQJebHzqiRe/aEh2KEzkPQyHgi28OoKwsiE+Wij9oQ0Vw7rsdJ7H6O7GnooVCsCwYS0RERERERERE5Eb5Z0s1Xyv9aR/2PJKF0p/2Ci0rtV0XNP9rNvx1zj1I6IZujbH8n1m4JKOO0O9f2qoOlv8zCzd0ayz0fiIiOic/Px+PP/54zNe8Xi+mTp2KJ598UjOYE9atWzesXLkSGRmx604XLlyIjz/+2PT2qjR79mwsXhy7diUjIwMrV65Et27d4i7D5/PhySefxLRp0+D1xo5nPProo8wOOIS5FHdI2OCS0fZZF110UdzXt2wRf1qniJMnT2q+pjpFR2rk5OQgMzMTnTt3xgsvvIBvv/0W+fn5ld4XCASQm5uLKVOmYPDgwWjRogVeeeUVlJW5r7hYRGlpKf7617+iefPmGDx4MKZMmYLc3FwEAoFK783Pz8e3336L559/Hp07d0ZmZiZWrFjhwFZXH5e1qYd3n7kaPo1Z22yRkh2hA1GyBbB6BVwi3BoMiCT6NHBVxYNGn+4vsg69DgSvzdomtY7UlHNfhiILmP/2+NXSIQLRYsDO7eqXfxaqg3/Rn3O8c9PIE+KtLjC3uktZ9PFY8W4WVm0+ansnDdHi5rDoOdrN3QlEOoSoLMjWu/4kUsire0ftJ/A7UUysItgbFgqdG/eydOdVBPBS+hS08x0wu4kxhcfzjAXyY3ZT7gmMGp+jG1oKUxEkcsN4l53H7ewQpTdfxJqbAoKfiaogmFWBFdnzeWBmE4y4WewexMhcEe/6asVDEawOh6oMDdoV5rOa6gdJuKkTkB2sCnS58aEjIqKvLbFCcaPH52D2ot1Cy5v+RR5qXzsThcVB4W24rXdT099RJs3YioD4KpUHY4mIiIiIiIiIiJwWCoWwZO0h/Pq5byq91mbQxxjyxFIsWXuoQvFu6dH92PPYzSg9vFtoHWmXXoNmf54HX626FX5+Rbv6+O6DW7Dk7ZswsFeTSr/n93kwpG9zLHn7Jmx+/xZ2WiIiMuDVV1/F4cOHY772+OOPY/jw4cLLaty4MT7++GOkpKTEfP0Pf/hD3LCHnYLBIJ5++umYr6WkpODjjz9G48biYdhhw4ZpBsAOHjyIN954w9B2kjnMpbiDa4NLWm3iwn766SdDy23dunXc19evX29ouVq2bt1a3oIrmt9vXxEq6SsuLsZvf/tbXHvttcjJyZH+/UOHDuHRRx9F586dsW2bXNG907Zs2YLOnTvjscce07zxiCcc9rr//vurTOcpNxratxn++j+1cF2nJKSnVg5qqChSsjp0IMJIAWysAq60FJ9wEabdwQCrqSgeVNGtI3odIk9tlykcDRvat3mlAmajTyQ3UgxoR/BP1blpZ4G5lcLH47VZ22zfH9kxOrp/5bHjxu4Eoh1CrCrI1hrjbg55hYWLu3M2Hon5embnho4UE+vNg1phaC1zFu82FOy448aWyHk3C6P7V5xXR/auj9m1XkL/5LXSy9QTPZ5HjsuJO2ZHjc/Bhu3HK/xctjhZRZAoEcZ7JBVhD5GwZLRY84WRTniRVHx+VgZWwuezyHnr93nw/H2dK/ws3nE2+hCAeNdX1fdGVneaURkarAr3WqofJOHGTkBWCp9vDw1rb0mgy00PHdETa+7RCsVN+yIPRcWVH5wTSyAYQqHge8MeGXmJ1PujGfmeCri7uzMREREREREREZGM9duPo+Mdn6HPfV9iXs7+Sq8H/vs3tD73fYmOd3yG9duPo/TYQex9tB9KD4o92C2983Vo9tKn8NWIXVjs8XjQu0sj/Gt8j0qv/fDRbZj9p97o3aWRZq0mERFpKywsxN///veYr2VkZGDixInSy+zUqRMeeeSRmK/98MMP+PTTT6WXaYW5c+dix44dMV979NFH0alTJ+llTpgwQbPj1BtvvIHi4mLpZZI5zKW4g2uDS23bto37el6esScVX3zxxXFfX7ZsmaHlxrJt27byllyxkqHp6enK1kXmnDx5Etdeey3eeecd0yne77//Ht26dcOiRYsUbZ21Fi5ciO7du5tOdYZCIbz99tvo3bt33FZ0ZE7LRj48eGsNHFk4yPVFSkaYKYCNLuA6kzMCwwWLxO0KBthFVfGgmW4d0esQfWq7TOFo2JzFe5GW4q/0GRp9IrnRYkA3BP/iUdlNwA2c2h/ZMfrmk1fHHDtu6k4g01XB7oJsN4a8IomEJVZuNvZEDhXC8+C50FDF0PN/pg5AWkr89t2RCooCUsGOyPBQ97sXYM7iPRjcpxlWTb4Z+cuH493fZVjSaSnWeNYTCAJdx8wvD+sZKU5WESRy+3iPZibsIRqWFCXbCS+ais/P6vlxWFYG1k0fiF6dG2q+J/r+S/Q4R94zycwLetdXlfdGVnaaMRsaDIczysqCVeJeS9WDJBKhE5BK0edbz3uy0b1jA8sCXbLnl5GgqFFac8/sr3aZCpka1atzQ3Q2+XRVI99TgfD1Ty5kRURERERERERE5DZffXsQmb/Jxpa8U0Lv35J3Cpn3LMDM++5DyYHYheDR0jr2RNMX5sCbVsPQNtaqkWTo94iI6JyPPvpIs+PM+PHjkZycbGi5TzzxBGrVqhXztbfeesvQMlV7++23Y/68du3amp2T9KSkpGDcuHExX/vpp58wd+5cQ8sl45hLcQfXBpeaN2+OtLQ0AIiZDNu+fbuh5V5xxRUxf+7xeBAKhbBu3TocO3bM0LKjff755zF/Hh4sjRo1UrIeMufMmTPIysrC6tWrlS3z9OnTuPXWW/HNN5Vb47rJ8uXLcdtttyE/P1/ZMletWoV+/frh7NmzypZJlbk9IGGUiqedRx4bNwUD7KaieFAkAPXS/+usuw7Rp7bP/moX7n/pW+l9jffkezNPJK9q55n8+eXuAjuV3RFkqOqI4pbuBDJdFZwKi7l5Lnd7Z41NuScwacZWzFm8BwVFAaSl+DC4TzM8PLwDOrerL9VZTybYEa+bQq/fZOODL3cZ2h89ZrrulAVC5WG99+btkC5OVhUkcvN4j2Z0PpQJS4ow2gUjktnPz6758bI29bD8nzdj/fQBGJHVMu79l+xxDt8z/fTlUOHtUXl9FWFVpxmZ0OD1XRuVj5XocEbta2c6cm8iQy+8EgyGhOdovQdJVLWHbMSjdb7lbDyCUCiEzM4NHQt0qQ6K6ok399z51HLbQ0s+L/C3x642vZzcPacNPdTj3PVPPBBKRERERERERETkNuu3H8dtjy3B2UK5v2mfLQrg/t39sbWsqdD7L3ryX/CmpBnZRCIiUmDGjBkxf37++edj2LBhhpdbu3ZtjB49OuZrixcvNtzlRpWDBw9iyZIlMV+76667ULt27C6AIoYNG4b69WM/XG/mzJmGl0vGMJfiDq4NLgFAmzZtNLvffPfdd4aW2a5du/KJJDzwItcRCATw/vvvG1p2pFAohLfeekuzHZfH49FtO0b2uPfee7FmzRrN19u1a4fXXnsNmzdvRn5+PoqLi7F371589NFHuO222zQ/44KCAgwaNAiHDx+2atNNOXDgAAYPHozCwsKYr3s8HgwaNAhz587Fvn37UFJSgvz8fGzevBmvvvpq3PTpqlWr8MADD1i16VSFqQoEhLklGOAUFcWDegGoJ+/upLsO0cL+O59ajmlfyCfX9cZCMBhCYXFZzK5M1YnM+ZWW4nN9gZ3q+UKUyo4obuhOIBO8cSos5ta53O1dzGIVDhcWBzDti7zy0MIjIy+Bxq1sJaLBDtEw3ObdBcL7Isps1x3g3Pb95oWVSJWYA1UGidw63mMxMh/KhCVFGe2CEabi87N7fuzcrj6mv5Cpef9l5jjXSEty5Poqw4pwuWin0QXfHMCs7DzNOVaU3cdONLyy5vujKC4NCi1T5EES1YHe+RYInuu+uOLdLNsDXaqDonr0joXJBufS/D4Ppj3Xy/SxnpWdh65j5hu6x3BDh0QiIiIiIiIiIiKjQqEQRo9fIR1aCitEKv5QMEbob4PeVIaWiIiccvr0aSxatCjma7fffrvhbkthI0aMiPnzQCCATz/91NSyzfr0008RDMb+99Hhw4ebWnZKSgoGDx4c87WFCxfizJkzppZP8phLcZ6rg0sdO3as9LNwAs1odxyPx4NevXrFHHjhZb/yyisoKzNXSPR///d/2LPnXCGj1iDv1KmTqXWQedOmTcOsWbNivubz+fDSSy/h+++/x4MPPoiOHTuiZs2aSE5ORtOmTctDPStXrtQ82Y8cOYK77rrLwj0wbsyYMZopzubNm2PlypXl4awmTZogKSkJNWvWRMeOHfHQQw9hy5YteOmll+DzxS7qnDp1quaxJdKiMhAQFisYkJbiw+j+GRWCAXpPH09kZosHRQJQWuuQKew3WsimNRbsfrq428mcX6VlQfz2pTXYddi9XZesmC9EqeyI4mR3AtngTUqSz7FidjeEvKI5FeQSIRpaAIAXH+isuzyZYIdoGO6NeWrD/Sq67oQFgsBFDcT+ccTjgfIgkRvHuxbZ+dCKLmUyQdZY26bi83MyTBvr/svMcXby+uqkcGjQp/NXsrJACKPG5xju7hZm57GTCa+8OecH4eU6FVxzG9Hz7fX3t9ka6LIiKKpHRYBYBZ/Po+yaaaabo1s6JBIRERERERERERm1dN1hbMk7ZWoZPwYvwn/KLtZ9X/7ZUlPrISIi45YuXapZMz9w4EDTy+/WrRvOP//8mK999dVXppdvhtb6GzZsiK5du5pevtbxKy0txbJly0wvn+Qwl+I8VweXMjMzK/zvyAN94sQJw225Yk0Ekcveu3cvnnvuOUPLBoAff/wRjz32mGaqLezqq682vA4yLz8/H48//njM17xeL6ZOnYonn3xSM5gT1q1bN6xcuRIZGbGLIRYuXIiPP/7Y9PaqNHv2bCxevDjmaxkZGVi5ciW6desWdxk+nw9PPvkkpk2bBq839lTy6KOPMhVM0lQGAsJhpI6t6+Lh4R0wuE8zpKf6UFgcwJzFezFpxlbM/moXwy2CjASgzHZB0KM1Fux+uniiEO0mUBYIYUb2Hjz6r3ws/77Ehi0zRuV8IcOKjihOdCeQDd4UlwYcLWZ3MuQVi1NBBREyoYUn7+6El353hWbnJZnxLBMemrvqJIIhdWNE9fXmwJFC3fnF4wHefzHTkiCRkfEuEsJWHdSWmQ+t6lImE7QJb6fqIJibwj4qjrNT11enDcvKwM09mui+LxCEqXCGncdOJrwSDIbw0dd7hZd9+/WJFVyz4kEVbu6+aEVQNB6VAWKzkv1eTB7fQ8k9otEwlps6JBIRERERERERERn15ofiD7uKZ1bJtQDOPcx2dWkbPFMwqtJ72gz6GEOeWIolaw9pFuMSEZE1li5dGvPnPp+vUh2/ER6PB9ddd53Uuu2iFR7q3bu3bgZAxLXXXqtZg75kyRLTyyc5zKU4z9XBpd69e8d9fcGCBYaWe8stt8DvP1c4GP0hhtNtL774ImbMmCG97NzcXPTt2xdnz54FUHHgRa4rKSkJffv2NbL5pMirr76Kw4djP+n98ccfl2rz17hxY3z88cdISUmJ+fof/vAH13ypCgaDePrpp2O+lpKSgo8//hiNGzcWXt6wYcM0A2AHDx7EG2+8YWg7qfpSEQiI7rST1mM6Oo/4HNO+yENB0bkOMuEQyx1/WM5wi4XMdEHQozUWnHi6eKLQO7+iBYLA658WYPOOU9ZumEFWBIhEWdURxc7ub58sES9ODgdvVBezG9lfJ0Je0TblnsDdE79BcYlYVzI7O2sYKaJ+8q6O2DBjIEb3b4X01HN/MDEynqXCcMVBFCFJ6L0iVF9vikoCeOeZ7prj3ecFZjzfC0NvaKlsnUDlc0JkvIt0GLSyC6HofGhllzLRYK7P58Gwm1pixbtZyoOPbgn7qDjOTl5fnRQMhvD1f9R2g4tm97GTCa/IBkDvv72N2c2zhZXzn1u7LzoRqLL6gRUyt1GFxQElx9pIGMutHRKJiIiIiIiIiIhknT5Tgo+Xiv97cjyLSi/H2rLWuDV/HO4++zCWllXuBhD479/j+tz3JTre8RnWbz+uZN1ERKRv3bp1MX/evn171KxZU8k6rrrqqpg/P3bsGPbuVXO9kbVr1y6cOBH73wxVdFsCgFq1aqFt27YxX1u/fr2SdZA45lKc5+rgUuvWrcsDFLFSYvPnzze03EaNGqF///6VgiTh/+3xeBAMBjFmzBg8/vjjKCgoEFruv//9b/Ts2RP79u0rH2jRQqEQPB4PbrzxRtSqVcvQ9pN5hYWF+Pvf/x7ztYyMDEycOFF6mZ06dcIjjzwS87UffvgBn376qfQyrTB37lzs2LEj5muPPvqooVZxEyZM0Ow49cYbb6C4uFh6mVS9mQkExOq0U1IahGx2MJHDLXYGH/TIdCAQpTcW7H66eKKJPL98AhWAgSDw9w9ybdiyikTHsYoAkdFzRmUHoFhFtaPH5+DbzUeUdwY4W1iKDduP466J3wj/Xjh4o6qY3coiYqtFXmcCAp+NnZ01gsEQjp0qMlREfVmbenhvYk/kLx9heDzLdaHyodUz/8JF46bjonHT0eihX8LujR56AxeNmw7/+RcJr1v19cbn9eDyi+th7bQBMQNd66YPVFqQbPScEOkwaEcXQpH50MouZaLB3OKSIGYt3IWuY+YrD6h3bF03btjNrsCKquNsVUDXzawIXuiFQa28b5cJXXzw5W7c9+Iq4WUnJ3nR9ZIGRjfNNlbPf27tvuhEoMrKB1YAQL+e4vcEqo617Jzw05dDHe8ISkREREREREREpMr+IwUIGOhGHksAPtx75vfYERR7kPaWvFPI/E02vvr2oJL1ExFRfJs2bYr588svv1zZOjp37qz52oYNG5StR8bGjRs1X7Nj3+Otn6zBXIrz7PkXcxOuu+46zJgxo8IACR/8ZcuW4aeffsIFF1wgvdzf//73MYMk0YPklVdeweTJkzFq1CjceOON6NixIxo2bAiv14ujR49i7969WLhwIWbPno1t27aVDwA99913n/Q2kzofffQRjh49GvO18ePHIzk52dByn3jiCfztb39Dfn5+pdfeeust/OpXvzK0XJXefvvtmD+vXbu2ZuckPSkpKRg3bhzuvvvuSq/99NNPmDt3LoYNG2Zo2VR9hQtgJ4/vgcLiMqSl+HW7Veh12pEVDrdMmdBTyfKstin3BCbN2Io5i/egoKgM6al+3H59c4wd0cHRwqmxIzpgZnae6c8lLcWHn74cGrfzhOzTxSeP7+Fo1xanXNamHiaP74EPF+0RKsabu3Qf3guGbDlWRsaxkfnC6LpiCXdEMWpWdl6luaugqAzTvsjDtC/ykJLkxR03tjR1Lkfvq8/rEQrdAJWDN8OyMtAhow5enbm1fAylp/oxpG9zPDxcfxu19nfq/J2YmZ2HqRN7urYgXvY6Y1dQIfrzFRWrsNfMeA6Hh6bO36n73iF9W6DOdb9cX5MKC4EvvwQA1Op2M9LS0qTXr+p6A5x7qttVo+fhmk4NsW77CRQUBZCW4sPgPs2ExrkMo+eESIfBUeNz4PF4dLsQdsioo2SfwuMnHMaInI/lxod8l7LIuemDL3ejKE5HNJX7HX3+pSb70PzCdBw4WoCi4oDw/BgMhqSuYVpUHmej19dEFQ5eqAovpaf68fPSYSguDVQ6dnbct8uELopKApi+YJfwsofd1NL1Y0G0C6uZecDqec0ombGsKuQjcyw8Hkg9WMTv8+CF+6/Az/mlyNl4RPf9qo617HE8v06q688LIiIiIiIiIiIiUWcKSpUurwhytXhnC8tw22NLsPyfWbiiXX2l20JERL84dOgQfv7555ivXXzxxcrW07p1a83XfvjhB2XrkbF9+3bN1+zY95MnT+LIkSNo2LChsnWRPuZSnOXqjksAcPPNN1f435FpsWAwiPfff9/Qcvv06YNrr7027gcaHognTpzAG2+8gQEDBqB58+ZIS0tDSkoKmjRpgmuuuQYTJ07E1q1bKywrOtUWXpbH48EVV1yBfv36GdpuUkOr3dr5559vKmBTu3ZtjB49OuZrixcvxk8//WR42SocPHgQS5YsifnaXXfdhdq1axte9rBhw1C/fuwvijNnzjS8XEosVjwxPFwAK1IAJNJpR9aHi/a4onORHju6KRil1wVB4L4KADD0hhaoVSM57lhw4unibiJzDsodq4Atx8rsOJaZL9xyzogEYYpLg6a2K9a+ioaWAMR8arzRblOiRcSbck+4qntcmOh1xu/z2NaVJNbnK8qKIuqxIzrodr2xqguVSEewPz5wue72hQWCQM7GI+XHtbA4gGlf5CmdI2TOiWgi4zEQhK1dCPU6R1k9PsJz05C++t23VOx3rPOvqCSAnfvzUVoawOTx1+jOj1Z0oFN9nGWur4lMdee2IX2bw+/3Vjp2dt2DWNUBx85OgmbY1YXVyeueFpmxrPJeQPRYvP9iZoVubslJXs3vhJEh8L89frWtx9qp40hEREREREREROQGNdONP7hTlbOFZRjz7IpKdZgN6qYitHZMhf8a1E11aCuJiBLb7t27NV9r1aqVsvU0bdoUfn/sf7uMtw1W0lpvcnIymjRpomw9GRnadUNO7Xt1xlyKs1wfXLr11lvLn7YdK92m1T1GxKRJk8onwuhBEplwC68r3n+Ry4g1OCL//1dffdXwNpN5p0+fxqJFi2K+dvvttxvuthQ2YsSImD8PBAIx05R2+vTTTxEMBmO+Nnz4cFPLTklJweDBg2O+tnDhQpw5c8bU8sndrCi4lCXTaUdGIoRbzBQ9izIbIBiWlYG10wZUKFBLT/VjzIBWeP/FTGUFaDIFmqqeLu4GRs5BuWPls/xY2TGOVa5LVahGJnAZ7p7y7eYjwutV0YnuV72bar4mW8wuWkQ8+PElyq4pRj+r6N+Tuc4k+b2YPL6HLZ2WjH6+ToaHrOxCFe96s3baADz168vibp8IlfOR0cJ61fc9s7/ajfyzJabmNJEwhh3jIxgM4aOv9wq910xAXe/8CwSBe/+4Ct/tOKm5DKsCLE6fh4lMJHjh88Lwvaud9zuqg1hA4oydYDCE2Yt2C73X7IMq3Hq+ORGoEj0WQ29oWSEAX/jNSGyYMVDz2h0OgTtxrN0YTCMiIiIiIiIiIrJDk4bp8Jn49zRVvt95CsvWOfugcCKiqmzvXu1/W7/wwguVrcfn82l2FnIqvKO17xdccAG8XnXxinjHkcEl+zGX4izXB5dq1KiB/v37V/oQwnJzc5GdnW1o2Z07d8ZTTz1V6QMNi/7w9f6LfH+sZXk8Hjz44IPo2bOnoe0lNZYuXYqystghhIEDB5pefrdu3XD++efHfO2rr74yvXwztNbfsGFDdO3a1fTytY5faWkpli1bZnr55E5u6Voi0z1GRiKEW37/l9WWPU1cZShNq0PL0BtaKitAq45PxTZ6Dsocq0G9m1p+rOx4Kn44iPLK9C2G16XynDASPAgEge6/XiC8XrOd6FTOgTL7u3P/GdPXFKOfldbvrfn+qPB1prDYni5lRj9fp8NDVneh0usINiwrA2ve6286vGS2S4fMORFdWK/6vqewOIDa184yPKfJhDGsHh92dV985q0Npq5bVgdYnD4PE5VIMGLac70M37va1QUoTCR0IWp0/8QZO+/N24Gi4oDQe1U8qMKN55tTgSqZYxEZgBft5mn3sXZrMI2IiIiIiIiIiMhqtWsm47bezZzeDADAm3O2O70JRERV1tGjRzVfu+CCC5Suq1GjRtLbYCWt9dq13/G2gazDXIqzPCGtPXKRjz/+GIMHD9ZsndWjRw8sX77c0LJDoRBuvfVWzJs3r/xDViky7XbDDTdgwYIFSpOYJG/s2LEx04U+nw+nTp1CzZo1Ta9j6NCh+PDDDyv9/Pzzz3f0QlO/fn2cOFG58G3o0KH44IMPTC8/Pz8fdevWRSBQuUDokUcewV//+lfT69Cyf/9+NG16riPEvn37lLZqdIvCwkJ8+eWXAIAbb7yxPPXrpE25J9Bl1Ly4xXd+nwdrpw2wvJAnGAyhVuZM5eGlMQNaYcoE6y7swWAIhcVlSEvxGwqGbNh+HFeMnCf03vRUP/KXDxdez6zsPM2C2nCBlsrCsE25J/DqzK34cNEeFBSVIT3VjyF9m+Ph4R2kxo+bxqXVzO6ryO/7vMA3/7oRV3cUf4qG6LgOvy8lyYfzes8SOn9lxzFwbj8nzdiKOYv3SM0R0etSfU6cLSxFzV4zhd8fS7z1qpgXVc6BqvZX5Nw1+lnF+71zHTa8KC6N3b0yUuTYMTvPawkGQ0jvMV1oeyK3y8i8alQ4LAhAtzOX3fc5KsajkfnIzDacyRmOGmlJAKy77wmTndPGPLsCU+fv1H9f1Jxixfkhc2yMfoYzvtiJkeNXCL1Xax1Gj5kRVs1DiUpkvhG5L5W9d7VjbMYS79omI3IOcrNNuSdw5cjPERC8PKo81kDF8w2A4+eequ9YRlg999g5t5k5jm78W45q1eFvckTVXeR5npuby/Ocqq2ioqLyf4/OzMxEamqqw1tEVPXxvCNyBs89IvvJnndHTxah+S2fVfjZns9uQYO6as/XZeuP4OYHlypdphE+nwcH5v8KtWu4/2/UlFh4zSM3279/P9q0aQMAWLNmjW73I6N/s5s4cSImTJgQ8zXVf/Pv06cPlixZUunnGRkZ2LlT/9/OVWvZsmXMjkfXX389Fi1apGw9e/fuRfPmsR8u/txzz2HcuHHK1kVimEtxjrtbSPxXv379UKdOHeTn58d8fdWqVVi0aBH69u0rvWyPx4P3338ft9xyC77++mvNtlpGRC6rd+/emDt3bkINjqpq3bp1MX/evn17JaElALjqqqtiBpeOHTuGvXv3olkz+59IsWvXrpihJQBKui0BQK1atdC2bVts3Vr56dDr169Xsg5yF5knhlsZ/gF+6R4jUgAqyu/z4OHhHZQtL1J0kCI91Y/br2+OsSPkCshenrZF+L3hp4mLFByKdgHokFFHWcFb+Cnbk8f3MFWAFn4qdrzQwpRne6B101oIBkOuKOA1WnRn9hzUO1Y+L/Dgreno1LqO0PaIjuvo96Wl+FAo+VR80cJZM8W6keuy4pxIS/EjPdVvKngQb71mO7KongNV7a/eNcXoZ6X3e4EgEAyJVUEP6dsc3+04qWSe17Lm+6NSoaWfvhyK8+uk2jLnqbrGWUnFeJSdj8xsQ3T3s+92nESj+qnIO3DG0Lr1yMxpsp2jJo/vUT4Ow902VJK5JzTSfXFT7gmMmSAWWgJijxMzx8wIK45zVSdyXyp772qkG5iKz21YVgY6ZNSpFLq4/fpmmL1oj1BnokToQhu+n35l+hbh0BJgrgtrrHt4r9eDHfvyXXMdVPUdywir5x475zYnjyMRkdssX74c559/vtObQeQ4o4ULRGQczzsiZ/DcI7KfyHn389nKfwRdunQpzquhti4xFAqhWQMv9h6V+KOrBQKBED78ZBGaNvA5uh1UtfGaR25z7Nix8v9fpL7XaM37zz//rPlarVq1DC1TdnmnTp1Suh5RWvtu134Dzu17dcdcinMSYmtTUlJw4sQJlJaWav5nZHCEpaenY8GCBRg9enSlFlxGRLfoGjNmDL744gvUqFHD8DaSOps2bYr588svv1zZOjp37qz52oYNG5StR8bGjRs1X7Nj3+OtnxKTbMFlMGh9g7+xIzrA71NTPBTuNGBFYdms7Dx0GTUPU+fvLC9eLCgqw9T5O9Fl1DzMys4TWk4wGMInS/cKr1em4PCV6VuEAzGqhQvQzBSC3XFjS+S8m4XR/VshPfXcPqen+jEwswmyrrkI9774LWr2molamTMx5tkV2JQbO9hptU25JzDm2RWolTlTentUnYPDsjKwdtoAjBlQ8ViNzGqBv/5PLWRemiy0DtFxHet9oqGl8LaJjmO9IIrMumRCYqLCxfVmaa03d89pw3OiFXOgqv3Vu6YY/axEfi8UAvS+Ivh9HrRrcZ6SeT6eN+f8IPze9FS/baElVdc4q6kYj2YL+WW2IbKwPnyMRUJL5zqFGfvcRec0I2EMq4ncE/q8wIN3tpde9qQZW6VCEbHGiRuPGcUmcl8qeu8aDiuKUB0UCocu8pcPx5mc4chfPhzvTeyFoX1bCP2+mXCP1aLvp6d9IX6dMRrSjncP79broIrvWMTjSERERERERERE1YvH48GDt6Yj1QXPRisssb7miIioOiouLtZ8TXUXMq3lxdsGK2mt1679jrcNZC3mUpzj7sel2igpKQlTpkxB//798cgjj2D//v2mBkkoFMJFF12ESZMmYciQIYq3low6dOiQZkr24osvVrae1q1ba772ww/iRaYqbd++XfM1O/b95MmTOHLkCBo2bKhsXeQsp54YHo9e9xiPB0j2e1FcGkR6qh9D+jZHvx4X4YtvDlR4+viQvs3x8HBrnoatsmtLYXGZVODjtt5NdQusNuWewCvTtwgX/KnoAqBSrC4fg/s0wwO3t8XOA2dw14SKxz5cRDgzOw9TJ/bEsKwM27Y1Vicgme1ReQ7GeoJ4cXERvvzyS6Hli45rn89jKkgEyBXOigRRRNZlZWeMsSM6YGZ2nqntjLVe2U5Tfp8HZYGQ5XOgiv2NN56NflbBYAgffLlL6PeS/F4EgyHNjm7P33c5xr21wdKOdcFgCB99LR5cbVQ/Fd/tOGl5lwc7u/UZ7VQXyex4vP36ZrZsQ2RhvUwgMxxABGB47hWZ08x0jrKK3j0hcK6LWs97sqW6oMjMMWGxrlu5e04L/77MMVNxXpB1rO4GJroNkddP2TnIbcx01gSAd57pLn09incPP2PBTgAeBDQC1lZ0rSUiIrJbZmYmmjRp4vRmEDmiqKio/AncmZmZyotYiKgynndEzuC5R2Q/2fPu6MkiYNJnFX7Wu3dvNKhrzfl6wZF/4Def10ZhKEX4d9JSfFL1LHr6XtcT7VrUVrY8IoDXPHK3/fv3l///a9aswYUXXmjJekpKSjRf8/vV/tt+UlLsurV422AlrfXatd/xtoESH3MpsTG4FGXIkCG49dZb8c477+Ddd9/F5s2bK7wea8BEt+9q164dHnjgAfzP//wP0tLSLN1ekrN7927N11q1aqVsPU2bNoXf70dZWeXivXjbYCWt9SYnJyv9h8aMDO0i+927dzO4VIW4sUgVONc9pkNGHbw6c2vMMFLH1nUrFXQOvaFlhcCGlYWeMp1ApkzoGfd9Mp8BADwy8pK4rxsp/LMrlCZCq4hw2hd5mJmdBzcVERot7o8sSLbiHIwuZhURDIbwl6nfC43rp/6x3lRgRaZw1khxuda6rAxqihTXy65XttOU3+fBmvf6o03z2pbPgSr2N954NvpZrfn+KIpLxVqolJQGserfN+Ptj3JjXmdUzvNaZPYTAPIOnDnX/cHigKYd+x4roCoTPIlkZjx6PMDsRXswdX6epdsQ3f1MNJDZqkktfPSX3uW/F31vJEpkTnNDGCOWWPeE0WQDzLLnntZ167VZ24SXIXLMVJ4XZC23BYVk5yA3MdtZMzXZhzH9tR86Y2Sd57qxqbkOMohYEY8HEZF7pKWl8d+9iHDuSbk8F4jsxfOOyBk894iscfRkERre8EGFn703tjbOq+EVOu/Siir/jezc9zX1oYvjH76OK5aPx7QaTfFkwV3YEWys+zuXtqqDfzxxNfrc/yUCJh/gCZz7W3WrpnWRlpZsellEWnjNI7eJHI8XXnihZQ8TCgS0Q6Y+n0/purSWF6vO2g5a+27XfgPO7TvZh7mUirxOb4AbJScn43e/+x02btyILVu24O9//ztGjhyJrl274oILLkB6ejo8Hg+Sk5NRv359dO7cGUOHDsUrr7yCTZs2YevWrfjd736X8IOjKtq7V/vJ9CoTyT6fTzOg41RwSWvfL7jgAni96qaCeMfRqX0na4SLVEWEOxIENUIjqoW7x+QvH44zOcORv3w4pkw4V3AXDmZEFztp/Vwl2U4gesdL5jPo1bkhOrerr7ld3353xFDhn52htHhEigi1Qkth4SJCO8gU9wPn9m/MsytQK3MmavaaiVqZM3H3xG/Q56pGQuuzolA8vE01e83AzGyxTjU7958xvD7ZwlnZ4vJ46wqHxEQYOSeGZWVg7bQBGDOgFZKTjF2TI9cr02kqvK+d29W3fA4Mi9zf8HFNT/WjVZOaQr8fbzwb/azenCPeETM91Y+ulzSIeZ3p2Lqu0nlei8x+hoUDkZtyT0ivLxgM4WxhadztVX2Ni2VWdt65ANb8neXndzh40mXUPMzKFusWGElrPPbq3BB+n/b5EAoBRf99SpxV2zBmQCusnTagPEwjc4wPHStEx9Z1y/935L3R6WXDlM9pY0d0iHu8AGe6toT3e8W7WXG3T/T8kD33wvefkWSDtQ/e2T7u61acF2SdcFBIazw6ERQSnYPcxmxnzaE3tJC+7zG7zrB418FY9/1jDF6/rSZyf2BWIh0PIiIiIiIiIiKiqubUgik48n9/AAB08O/Dp7Wex5Qak9Dbv6nSe30IYHCPBljy9k3Y/P4tyLyiEW7r3UzJdtx2XTPUrsnQEhGRFeJ1F1IdqtFaXryORFbS2ne79htwbt/JXsyl/ML5SmOXa9++Pdq3b48HHnjA6U0hBY4ePar52gUXXKB0XY0aNcLBgweltsFKWuu1Yr9lt4ESl8gTwz1Q05HACCPdY6xkRdcWkc/A5wX+9tjVlX4e/XR+I+zsnBCPyiLCyeN7uCrAdsPVjXHXhMqdpKbO3wmfF/B5tTtJAdYUihvpzmVUaooPd9zQAg8Pl5s3ZDuSAajQNSdyXXZ0EwkX108e3wNrthzFW3Nypc7N8HplxpfPe67Tklao0UqR+xt+ev53O06iy6h5prpQGPmsgsEQPvpaO9we7fbrf/mMo68zVnbniiSzn5Fkux3JdHGxet+NdqoTEWs8er0ebMo9UaFbT2qyD8WlAYQ0hqgV2xBJxTH2ej2oVSNZ+Zwm2rWlY+u6OFtYanvHjNdmbVPSDUzm3BuY2QQjbq4c+JAN1rZpXlvzNbPnheoOJlW9I4qq/dPrEOtEdyOROchNzHbWBID7b29j+zrDtOZorQ6yMp3h7KB1f/DQsPZKO3iqPB5VfX4iIiIiIiIiIiJS7fTyj3Ho1d9V+JnHA3RN+hGtfYfQ8/RlFV777h+d0f7qzhV+9sCQtkr+rvrA7e1ML4OIiGKLF5wpKyuLG2ySpRXgSU52JpyalJSE0tLSSj+3M7jk1L6Tc6p7LoUdl6haOX78uOZr5513ntJ1aS3vxAlnngqrte927Tfg3L6TdfSeGA4AIajrSJDorOjaIvLU9mnP9apUABnr6fyynOicEEswGMIHX4p1/NETLiK0kmzheXRoKVIgeK41qF1P7TfTncuooX2bx+xYoUemI9no/hmVurNFs6ubiNfrQbeODfHexHOdUVb9+2ap9cqMr0AwFLcg3g6R3e5UdaGQ/axkQwTxCp2t7s4VSWQ/YxHtdiTbxcXqfZftVGdEdPfF6A6OQ/o21wwtWbUNkVQeYyvmtHhdW2a80AvZqw460jFDdTcw0WP3/H2dY76m8nM0el6o7mBS1TuiWLF/8TrEOsmOLrQqmOmsCQDJSV50vaSBreuMFOvcFg0iOn1exbs/uGLkPGXniKrjUdXnJyIiIiIiIiIiIiucWbsIB168CwgGhX/n/DbtK/2s95WNcElGHVPbcmmrOrj2SrUP5SYiol+kpqZqvlZYWKh0XQUFBdLbYCWt9dq13/G2gaiqYsclqlZ+/vlnzddq1aqldF1ayzt16pTS9YjS2ne79hswt+/79++P+/qhQ4fK///CwkLlNw9uUFRUFPP/d9qvrr0QK969AX//IBdzl+5DQVFA93fCRUYZF6Xh0ozzUFgcQFqKz5ICuXNPVrZu+bLbcFvvizAjW794dlDvJiguFvucY30G6ak+DOrdFL+7ow06ta5T4ZzYvOOU6eCJ3+fBu89cjTZN0xw/31ZvOYbiUvE/mMWTnuoDgqUoLLQwvBQMIT3VJ3Su+Lwe3c8pGAJuvvpC1K2dLPT5i4qcZ9Zu+Qn/98lufLx0v9B2a8loXAN5B89K/c6cxXvw5uNXGjp/H7i9lW5HMgBo3aQGvChDcZzQWpumaXj3matxzwurNbuJWHFOXNa6ltx6JcaXLeNdkux8Fov0ZyVxzJKTPOiYUTPuNqic5+Ndw/T2U0tBURlOnDqDGmnaXwX1rhOR1/FOreuU/1xm3wtOHEHBd9+U/6w4CAA+AMCxlQuQ4gXSO/aAr0bt/wZPdovsHj5ctBv/eOwK9df8YAgffS0aflG/DZt3nMLfPvgBxSVic7De+LJqTmvTNA1vPXEl/vHYFeVjd87X+zDimRzNjhnvPnM1hvZtJrwOWWcL5QLDeueHimOnYp4wel7MXrS30rab+TxUL88OMt+r7Ng/LxD3HoRikLh2xzL0+mbC37VUrTNSrHP75ambhYKIf536Hd55uqvpbTBiU+5Joe+RKs4RFcfDLfOTW/+Wo5LTfxMgIiIiIiIiIiI5R08WoeENH1T42ZGv7kCDuqko2PIt9k+4Eyir3IFClsfjwdTneiLzN9k4a+DfpGuk+fHexJ7weNz9sC0iokRWt25dzdfy8/Pjvi4rPz9fehusVLdu3ZjNGLS206h4y3Nq34mcwuASVSvFxcWar6lOrmotL942WElrvXbtd7xtENG0aVPh9y5fvhznn3++4XUlguXLlzu9CZXcfhXQuWkaHv/XGQQEMiRlgRB+NfYrnDwTQnEpkJIEXNM+CbdcnYqWjXymt2fX4QA+W12EldtKLVm+0W3o1MIPr+dc2ESLzwtc2fQ4vvzyS+F1BUMhDLgM+NWVNVBW5kFyEuD1nMLhvDU4HNXc6vVPz5oKLV3X6dxxrBPcji+/3G54Oaq89skZZcu6uo0XixZ9pWx58dazZLN+0WNIr7XHfy36z0HMeuI8DOpSEyWliPv5awmGQhG/+8sf/pZ/X4LX/7hM6LyOx+cFBnUL4dVPILWsgqIA5n3xJVKTjf0xcti1KZj2dfwCwYn//A61grt154Y6AF7+dU3NucWqc0J2vaLjy67xbsTtV8HUeK4Da45Zj/Z+3WPWpWkA73vjj3O9eV70Ghbez0+/LcTS78T+2J+SBOQsX1zhPI8mcp0oC4Twh1eX4MFba5T/TGbfF3/zLcJBpWjrz/z35998CwAoKgkJF4qbnTO0OLkNy78vweufFgjPnaL3EXVg/Zy263AAj/4rX3PbywIh/M/z3+LkwS2m78+0rmPBUAgpSUCxwL+viZwfgPljp2KeMDImD50IKv087Px8rRLve5Vb909rrIu+XlWIXrujGfmuZXadeusPhkKYs1j7QTuRPly8G7+68kTEdz5zn3F4vPj9Ic1lhu9Lln1XGvd7bDSj54js8RjU5WTMbXbj+evGv+WocOzYMac3gYiIiIiIiIio2ss/W4oGdc3VgBXlfYd9Tw9CqEi7M4SsK9rVx8cvX4fbHlsiFV6qkebHxy9fhyva1Ve2LUREVFm9evU0Xzt16hSaNVP3EDitxgfxtsFK9erVw86dOyv9XHVzinjLc2rfiZzC4BJVKyUlJZqv+f1qT4ekpCTpbbCS1nrt2u9420BVx7zVxVKBhMMnf6l6Ki4FlmwuxfLvS/HgrenIvDTZ8HbEKvBVuXwz2/CfH8vg8UAzvOTzAg/emi5cPCUb0AqGQli5zfiTcXp39FcoUndaMBTCqu1qnlDv8wK3XG1P+9Vbrk7F8u9L454vegG3SMWlQEkpkJrsQark0I43hgBIFctrCY/rnpckIxgCXvukQHjfUpLOFd4atf+YfnFpIAh8trpIaGy3bOTDg7fWwO9vsbcoWGa9IuPLzvFulNcjP54jOXXMzq03XfPc0ZvnZa9hLRv58NCvagI4i6Xf6c/v17RPijtmZa4TK7eV4ve3hMqXZ3bftSQnQSp4YmbOcNs27DockA4tyRxjq+e0z1YX6W67zBwci969kNfjwTXtk7Bks/nzI5KZY6fiXDEyJlV/HnZ8vk5y2/7pjXU3PLjBTiLX7mhGr0My6/R4AA/kvuuVlIqdy8C59434y2nTn3F4vKzYWorSiK9TyX6gR4dflikbno1m5ByRPR7nvgdV/Lnbzl8iIiIiIiIiIiIVQqEQlq47jEkztlZ6rc2gj3Hbdc3wwJC26H1lI+kuRSWHdmPvswMRPHNK0db+4oZujbH8n1kYPX4FtuTpL//SVnXw3sSeDC0REdmgYcOGmq8dPnwYnTp1Urauw4cPS2+DlbTWq7WdRsVbnlP7TuQUBpeoWgkEtIuXfT61hTxayysrU1NgL0tr3+3ab8Dcvu/bty/u64cOHULXrl0BAJmZmWjSpInhdblVUVFR+dN5MzMzlXfLMisYDGH4y3NNLycQBN74rBBDb+mJTq3rSP/+5h2n8MaLX2kWKZldvoptCIUArxfod01jLF33EwqKAkhP9WFQ76b43R1thLdr9qK9eGzy6gpdMcLF7TlbyvDuM1djaN+KTz04W1iG4heMfU5+nwd/Gtsn7vYFgyEUFgeQluKD12t9mEN2f3xeDwIxqgj9Pg/efeZq3N6nqW3bX7fxXtzzwuqYXU38Pg/eeborfveXtULdFNJTfRjQ70bpbdYbQ20ae02FlmKN6xtvBIbecgrDn/4GeQfP6i5jyPUtkHVTV0Prl5mXVucG0bfvDbaMWzvoja9Y84MZdp/7VlB5zMLj/O8f5GLu0n3C87yZa1ijjFPoec9XcTsl+X0evPTwdXHncZl5tbgU6JV5PWqk/fK1UnTfS/blYs9j/ct/ryy9Dvbd+UcAQNP3n4a/4BSavzwfyU3bAABuX7saM7L36G6TzJwhO26t2AY9v/njagSC+m3IfT4Pht3QHA8MuRgXN63linPRjjlY9F5I1fkRZnbOCwZD6NErgCED8vGPD3+UmiciyYzJG2+4CiP/qu7zSORrrMj3Krftn95Yv+fWVnj3051S3wvcwsz5FO/a7fEASX4vSkqDhr5rGVln+H6hXYvaUvcAwWAI6a/PFe6iFg71GP2MY42nsJKyX5Y5/p5L8cZn35t+iIHsOSJzPGJ9D3Lb+ev2v+WosH//fqc3gYiIiIiIiIioylu//Xjc4E8gGMKcxXswZ/EeXJJRB1Ofkwv+7J84DLVPHhF6b4P/mQi8KrxoAOc6L333wS1Ytu4nTJqxBZ/nVPybkt/nORe8ur0drr3yAungFRERGdOiRQvN1w4ePKhsPaWlpTh69Kj0NlhJa71HjhxBWVmZsqYQ8Y6jU/tO5BQGl6haiXchUXmhCS8vlngdiazk9/tRWlr5kbWqg1Txlmdm32WCSGlpaUhLSzO8rkSQmprqun08W1gqXGilpywQwlsf7cSUCT2lf/fNOeviFqWaXb6qbQgEgQZ105C/fAQKi8uQluKXKpbalHtCs2AOOLeP97ywGpe3bYDL2vzSUjQlJYT0VD8KiuTOfb/Pg6kTe+Lqjhdqbs+kGVsxZ/EeFBSVIT3Vj9uvb46xIzpUWL9qMvuTnOTFt//uh9ff34YPF/2ynUP6Nke/Hhdh/ooDeODPa1FQVIa0FB9+1bsZHht1CTpb9BSfMQPb4vK2DfDqzK2Vtufh4eeO29J1xzB1fuWWtNGG9G2BGjXSpdYvMoa27jN+Tg+7qSWmP98r5ri+umMa5v61D7qMmqdbRP7o6I6G5zuZeamgKAB4k5CW5sx1WjWR8aWCU+e+FVQfs6s7puHqjhfivWBIeJ43cw27umMapk7sidHPrtAspo43j4elpISQkuRFcal+lXJ6qh/16tSstF8i++5NTkLS2RMxl+svOIWksyeQmpyElP+e/4+N7oQPvtqrZM4wOm5vubY5Zi7cg1Ccj8jsvBUpGAzh46UHhN7r93rg8XrR9/8tEdqnoMS4NMrqOVjmXujqjhcqOT/Mznlav7/i3ZvRpnlt6c9D5ryAN0np51FVrrFa36vctH8iY/3tuTs0f1/re4HTVNxD6F27O7auKzzXic6LovcLIvcA5etM8+P261sI3ffHIvMZ642nyGU++853ca95ooycI6LHI9b3IDedv9Hc+LccFariPhERERERERERuclX3x7EbY8twdlCsTqPLXmnkPmbbHz88nW4oVtjod8pO3oA8Oq/7/y7xgH97gZe/UBouZE8Hg96d2mES1rVQcMbKv7+Dx/dhowmtaSXSURE5rRs2VLztZ07jf3bVSy7d+9GMBi7DiXeNlhJa72BQAB79uxBq1atlKwn3nF0at+JnCJwu0lUdcQLztgV4ElOTla6HlFa+25ncMmpfSd7pKX4kZ6qLvz34aI9CMbojBNP8L9PkLFq+VZsAwDUSEuSLhqeNGOrULHZqzMrtgj3ej24sp14wWJ6qh9jBrTC2mkDMCwrI+Z7ZmXnocuoeZg6f2d5gKigqAxT5+9El1HzMCs7r9LvBIMhnC0sNf0ZeL0e3H59c6H3DrupJTq3q48pE3oif/lwnMkZjvzlw3FTt8YY8UxOhe0vLA5g1sJduGLkPGTeswCbcmMX15t1WZt6lbZnyoSe5QWHY0d0gN8Xf2z4fR48PLyD9LpFxpAZ/3tnu7jj+rI29TB1Yk/N/QsXkZspsJWZl5KTvEhLqVqZfr3xZZaRc9/tLmtTD5PH98DhhUNwetkwJcfM6/UIzfMqrmHDsjKwdtoAjBnQqnzsi8zjkb7bcRIlZWKtFYb0bR53v0T3XYSqOcPouJ2VnYcRz+TohpbMzluRCovLhIPGxaVBTPsiT3efNuWewJhnV6BW5kzU7DUTtTJnYsyzKyy5zsnMwempfuk5WPZeyOz5YXbOi/f7XcfMx2fL9kmfKzLnhZHPI979mtWfr9PctH8q7tlifS9wksp7iHj3OyLXISPzoug9ltb6Y63zxOli3fv+eEQ/Y5nxpCK0BBg7R8x8D3LT+UtERERERERERGTW+u3HpUJLYWcLy3DbY0uwfvtxZdtSb9DvcP6IJ5UtL1KtGu57+BkRUXVQv359NGjQIOZrP/zwg7L15Obmar7Wvn17ZeuREW+9duz7BRdcgLp16ypbD1EiYHCJqpXU1FTN1woLC5Wuq6CgQHobrKS1Xrv2O942UNUgEyARUVBUhsJiuT+8yBT4Glm+W7bBTHH7ptwTWLlZv723zwusmnyzbtH+ptwTmt0LgHMFdKMjCv+sKJg2UtQWLiL8bsfJuNsPADkbj1gewtAqarQq3CMzhoxITvKi6yUNdANqIkXkZkJuMvNSaVkQ3+04Kb2ORKAyPBIme+67gd5Yipyfal87C41u+hB3T/zGtn1Qdf0wG1ibNGOrUKGyxwNDoUkzzAZPjI7b2V/twohxOXGvFR4PMOOFXkLhMFEqQuGR+6QiKCAzJ8vMwXohuFjbYeReyOj5sWH7cVNznpVzpuh5IfN5XN+1Ee6e+E3c+zUrP183sGP/wudTWVlQ87xSec9m1YMbZFl1Phi53zE7L6pc57yc/QgGQ/CZOFf0PmOrvwNoMXKOmPkeVNXnJyIiIiIiIiIiqpoKiyv/bS8UCmH0+BXSoaWws4VlGPPsCoQUPKXovJtGouF9f4LHw7+nERFVNZ07d4758w0bNihbx/r166XXb7V467Vj353abyInMbhE1Uq8dGp+fr7SdWktz6mErNZ67drveNtA1lPV3UaPSIBElJEnH7vhycp2bIOZ4vZJM7YiINBI45rLGqJbp4a6RVwy3Q6s6s5ipqhN9InjToYwVHRQiSYzhoy4qXtj3YLnMK0icgBKQm5jR3SAyN9OQyG4qhOB2xnt+uYEkcCk092jgsEQgsGQ0uuHkWJqmYLmJL8XHVvbf29nJphlZNzOys7DnU8t1w1zhULAF98c0HzdyL2YqlB4WSCEcW9vMB28MTInW9U50GzQT/T8CO/3VaPnm5rzrJ4zRc+Lh4a11/08vB5gwTcHhOZDKztDWi0YCqGoJBT3nLRq/8LjqkbPGajZayaSuk1DzV4zUaPXjErnlcp7NpUPbjDz/dIt9xBOhLD11nnucIYwMLNJ+T1BWopPePl6n7HV3wFiMTMHmPkelMjzExERERERERERVV2hUAhL1h7Cr5/7ptJrD7yZj7/MOYtl64+UB42WrjuMLXmnTK3z+52nsGzdTxW3o6xUahm1et6KC8e+CY/3XKlpg7qpCK0dU+G/BnX5MGsiokTVpUuXmD/fuXMnjh07pmQdq1evjvnzJk2a4IILLlCyDlkXXnghGjduHPM1re2VdfToUezatSvma1rHnagqc2Vwae/evfjwww8xbtw4jB49Gtdddx2uvPJKtG/fHm3atMHll1+Oa665BoMGDcLDDz+Mt956C+vWrUNZmb3/+E6Jp1497YLGU6dOKV2X1vLibYOVtNZr137H2wayjl6RqepAk16ABAAa1hP7Y4WRJx+74cnKdmyD0XCUTEH6um0ndMeFzPJmZcfvVmG2MNBIUZvsE8edDGGY7aASTUUXDy0yBc8Vfi+iiFxliKRj67pI9ovd8rqlE4Hbmen6ZjeRseRk96joLk/FJQGh37PqGiZT0FxSGrSkc6Eo2WCWkXG7KfcERo3PEepAFfl7kcx2GlQVCv9ixQHDQQEzc7JVnQPtCIpH7ndAcB6LNQY2bD+OmYLXLbNzptZ5ER6HPe/JjjsOfF7A4/EIzYfBYAitm9bClAnqP18rbco9gd/8cTWG/fln3Pnnn9Hwprlxw9Wqx2/kuCqKmvOLigOVziuV92zR54KR74Jm5zQ33UM4EaASWWcgCNSrnVJ+33962XBl852V3wFiUTEHGP0eZNX1h4iIiIiIiIiIyKj124+j4x2foc99X2Jezv5KrwdDwMptpbj5waXoeMdnWL/9ON788Acl635zzvby/z8UDOKnNx8X/t30zteh8VNT4PHZ97dFIiKyV58+fWL+PBQKYcmSJaaXX1ZWhuXLl8d87frrrze9fDO09n3ZsmVKMglff/21ZudDp/e9OmEuxT1cc0e5efNmTJ8+HXPnzo2ZLow+cWO1HU1PT0dWVhaGDBmCQYMGwe93ze6RSzRs2FDztcOHD6NTp07K1nX48GHpbbCS1nq1ttOoeMtzat+rq1nZeZUKscNFpjMW7MQ1nRpi3fYTKCgqQ3qqH7df3xxjR3QwXbgzLCsDHTLq4NWZW/Hhoj0oKCpDWooPv+rdFL8b0g5pqX50HRP/qfVmnnw8dkQHzMzOs2z5btiGcDhq6vyduu+NLG430p2gRlqS5nukCtzL9Ns8hQsDw912ZIWL2iaP74HC4jKkpfjjFrQbeeL4h4v2YPL4HpYEBkR4vR6kpfiF9k9vOaJjqH1TL348GBLqTOXzAoB+wXOHjDqac41oiCTeMiIVFpehuFSgzRjExj2pn0usIjqWsq65SLhw2ej8FEus67RIOMLKa1i4oFnk87Wqc6FVjIxb0S6F0b8Xnqc/WboPd02IfS82MzsPUyf21O2aFy68jjeWRcgEbyKvcyrm5Fj3humpfgzp2xwPDzd272n0XkiU3n5riZ7zZmXnYdT4HOFxZMWcGWuuiRb+PI7/XBzzH0sjlQVCGPz4Ehw6VlT+WWZdcxE8HmDxmsOmPt9gMGT6Hiee2N+PAnHPSZXjV3RcRZ9XomNdT/hc2JR7ApNmbMWcxXtifheM9TkEgyG8N38H7n1hlak5zeg9hOqxEQyG8MGXsZ9sFk3V/b9saGvy+B7lc4Gq+U5m7gzzeBA3wOvzAjOez8SCVQeUzfGxhIOZMlScv1bPS0REREREREREVD189e1B3PbYEpwtFPv76Ja8U+h1zwIUlUj8Q1Ucc5fsxekzJahdMxlHJ0/A6WUfAehW4T1nQymohzMVfpba7io0fe4DeJNTlGwHERG5U48ePZCWlobCwsJKr33yyScYMmSIqeUvXrwY+fn5MV+74YYbTC3brBtuuAHTp0+v9PPTp09jyZIlprfvk08+ifnzGjVq4JprrjG1bIqPuRR3crzj0sqVK3HjjTeic+fOeOWVV5CXl4dQKFTpP+DcoAgPjFjvOXv2LObOnYthw4ahZcuWmDRpEkpL5VqbUtXWokULzdcOHjyobD2lpaU4evSo9DZYSWu9R44cUZoKjXccndr36kivKC4QBHI2HjHdyURL5FORV/37Ztx+fXN8umw/etyTjZ73ZKN7xwaaTz72eIDn77vccIGTG56sbMc2iHRgiC5uV92dwIondqt4srpoFw4j2x8uoHSC2SfcRxMZQx4AOw8FURYIwef1lL8/NdmHVk1qITXFB+CX7lY392iiWxxfFgjhL1O/1/ycVT/93o6uHNVNohxT0bGUvfKA0PL05ieZzhVGQxFWX8Pc0LnQKrLjNiXJJ9WVDzg3N97/0rfl8/RIRZ0GtboKju6fUT4PqxJ9nVM1J6vuHAgYuxcSJbLfsUTOeeHzXCb8pnrOFJlrfF5gxbtZmDy+B77+j9hDLXbuP1Phe8S8nP1Y8M0BvPNUN0Ofr+p7HK11GO2up2r8yoyryPNKRee18LkQr4PalSM/R+Y9Cyp8DgMfXoyBDy9GjZ4z8OuJK03PabJzce6e05aMjTXfH5UOtptlJLQVpnK+kxlPfp8HL/6/K+J+r532XC/ccVNL5XO8KkbPXzvmJSIiIiIiIiIiqh7Wbz8uFVoKKygKKOtKHwiEcOBoAU58+g6+mPYZnikYVek9/fIn4qGz92B1aRuEQkBKi0vQ7MWP4U2rqWQbiIjIvVJTUzFw4MCYr3322WeaoSNRsYJBeuu1yy233IKUlNgBXa3tFnX69Gl8/vnnMV+79dZbkZycbGr5FBtzKe7mWHDp559/xl133YVevXph8eLF5R9yeBDE+i8s3nvCyzlw4AAee+wxdOzYEUuXLnVqN8llWrZsqfnazp3mn2Actnv3bgSDsYtg4m2DlbTWGwgEsGePXFFmPPGOo1P7Xh0ZLbaUKaIV8cGXu9DrnmxM+yKvQmFczsYjCARDiFX+FAoB497eaCpApVXgO2ZAK6ydNkD3SeAqWL0NRsJRqgvSZZYnys5gkJHtdyqEEa/I1GjgUG8MAUAIQMl/P45AMPTfABPw7jPdseOTQTibM6K8AFCm4Hlm9q6YxX+yT6IX+UNtVQ5iOCURjqnMWBK9XmrNT0YKW0Wv0+Hz085rmJVhECfJjtvi0oB0V77i0kCFex49MiHMWIXX703shaF9Wwj9vmiReuR1zqo5WSRcLMKqoLjMfkeLnPOM3I+rnjNFtiEQBF5/f5uhTpSRygIh3DXxG+zYly+1D1bc48SiIoRnZvwaGVfh80pkrP9uSFvdcwHA/2fvzsOjqLI2gL+9ZAcMIIiyScCAQVEEkZEQUUBRwBVECIuKy/i5jYzOuAZQx3XEcWZQRxSRJYiguIBGhAEJLiiI7IgQRFlllSV7d39/MBU7SXfXvbVX5/09T54Z09VVt7tu3boVzrlHenGLeYU7MK9wB0rLA6rtFRnTZMbiLmc2QrdR803pGy/P+UF4W6Pm/3oSv40c70SeAcL3+eCNZws/1xo5xhtNpm1WjUtERERERERERBT/QqEQRuYtk05aMsPSDxbigqcO4Kbj92FJZadarwfgw4KKLrjp+H24uvRx7L9lOnwN7F+ciIiIrJGbmxvx98eOHcOkSZM073f37t145513Ir42cOBANGjQQPO+jZCeno4rrrgi4muzZs3C7t27Ne970qRJOH78eMTXon3fpB3zUtzBlsSl1atXo0uXLpg2bVqtjgFEzloT+QFQq7Ns3rwZffv2xdNPP23HRyWHady4MZo0aRLxtR9+EA9cUbN58+aor5155pmGHUdGrONa8dlPOeUUNGzY0LDjUHR6gi0BuSDaWNRWNQ+FTiRFRGtDtAQq0YoWMisry1TJkGFGdYFwWpKj+mc3R4SqltXIBKQbsQJ8OKsTg2Tbb0cShp4KAWoi9aHkRF/MPhIIAjeO/wKrNx+sFgAoG/AcKfhPz0r0scRrIoZeesY+p3+negPwI4k0PmkJbJW5Tyf4vTjy+VBLKxc4oXKhWWT6rZaqfCEN0wjZSoM1A69FP1O/C5sL7T/8PmfWmGwkMxLFtY4fPi9w7w0nnrm0zMeNHjNlE8+SEny6K2mqPUfUvO+YOcepeVyjk/BkaelX4deVWl//11+7q14LWhe3kCHy/YmMWz4v8NWafab0jWAwhHf/+7Pw9oN6GzP/15v4beR4p+xrZP+2SE6s/qfh5CRfrX1qea416xnbbFaNS0REREREREREVDcsWbkH64sO290MAMCfph/ClsBpQtv+WNYElzywAp99vcvkVhERkVP0798fp59+esTXnn76afz222+a9puXl4fy8vKIr911112a9mm0aO0oKytDXl6epn0ePnwYzzzzTMTX2rVrh379+mnaL0XGvBT3sDxx6csvv0ROTg62bdtWrWPUPNFaROssgUAAjz76qGMGObJX586dI/5+1apVhh3ju+++kz6+2WId14rPbtfnrouMCNY2ImBPb2BczcBHLRUtgNgrK2vdpywzV56WCSKbWVCE3EcLYwZWywaki67YLcrqxCCl/T6BGZFdSRhGVAiIpWYfGtyntWrwfWUghOemrqs2TmgJ8lf2pQT/6VmJPhYnJ2LYEdRpxNi3oehwzDb7vPYmt8j0JZ/gmFNzfNIa2Cpzny4pC8Dr9VieMBktOHpk/wwUTuqHIZe6s4qmzFhgRlXBSPQm/Ih+pifv6CydbGjWmGw0oxPFtd7PAkEg+5YCjBq7DN+s2yc1HzfjPiSbeFZWETCkz0d6joh233n0lVWmznEUTkjC09KvIlXdidXXY72ud3ELUSLfn8i4dWGnpob2jfD5luzz8h2DMoW3VaM38duo8W715oOYMGMD5izajtLyIFKSfBh+eRt8NflyHC/MjbhP5btLSfLHnJdY9YxtFrOfvYiIiIiIiIiIqG55ebZxC0nrE0IpEqXecbykEtc8sBjfbTpgUpuIiMhJfD4f/vznP0d8bf/+/bjzzjul97lgwQK88cYbEV/r3r07cnJypPc5bty4qJVxpkyZIr0/ALjkkkvQtWvXiK+98cYbWLBggfQ+77rrLuzfvz/ia/fffz+8XlvqzsQl5qW4i6U9//vvv0e/fv1w9OhRAKjWMYxWs6OEQiG88sor+Mtf/mL4schdot1gtm7dGvVGIWv58uURf9+iRQuccsophhxD1qmnnorTTou8cka09srat28ftm3bFvG1aN87GU9rsGU4vQF7RgXGKYGPWipaqDFjn1aJlOiglhylFmAPAB4PMOPJntLVCWIFuCcn+YT3Y1di0NB+GVg5fSB6dm4adRu7ElusrBDg9XqQkuQXXoE+v2BbtUBEPUH+SvCf3pXoYzGjKocedgV1GjH2KeNJ7O4WQlZGuiFt1kKuP4ZUK9H5vMAfr82sdo29MH29psBWNyaDfPXm5bjuklaYs+hn/OHmT1wXhBxOZiwQrcqXlKD9sdqIcyzymbQkcMpcR727NbM8wa4moxLF9dzPlPE0+5ZPhPuFz+vBN2/1N/w+pGWsMaKSZs3niBmfRL/vzCvcIbRPvXMcJ4y7WvpVtLmOWl+P9LoZlQgjEf3+Yo1b37zVHys3id1f1PpGpPnWHU9/LfyMkpjgRbeOkat2a2FUMr2e8S7SXLCkLIDpn2xDz1sLMGtB9b/pyMxZ3fyMDTijOhsREREREREREcWPI8fKMXeJePV3c2n72//xkkqMGrvM8NjOJg2TEVoxqtpPk4bJhh6DiIjk3X777cjMjLyo34wZMzB+/HjhfX3//fe44YYbot5DXnjhBU1tNMvf//73iL8PhUK44YYb8P333wvva/z48ZgxY0bE17KysjB69GgtTaQImJfiPpYlLh06dAjXXXcdjh07Vq30ltlqdpIXXngBs2bNMv245FyXXHJJxN+HQiEsXrxY9/4rKyuxdOnSiK/17t1b9/71iPbZP//8c1RW6g9i+u9//xv1urb7s9clRlQI0BuwZ1RgXHFpJb5Zv09TRYtYtFbJsNuqTQeQ++hSTYkOIitHh0LAx1/s1NS2SKt/vzW+J67vc7rQ+z0e2Fqd5ZzMRlg66XJ8N30Acvu1cURiC2B9hQDZa7dmIKKegGcl+E/vSvSxGF2VQyu7gjqNGvtExpNAELavRC/aHwNBxKwy5vEAfp+3KmFn4H2LMOBPCzHtY7HzVDOw1cwEPTPMWrANPW8pwLSPi1wZhByJ6FigFmDu8wKT8y5EWUVQc1uMOscin0lLAqfodfTJFztd2RfChSeG603gCQSB8kqxfjH8igx07tBY87Gi0TLWGFFJU3mOWL35IAbetwjDHyvUVYUV0D/Hccq4K9OvjE7oN2JxCxEy31+0cSuzdQND5r/R5lvTPi5CWXlAaP9DL2tjeH+wM5ledi4YK/Gw5hzArc/Y4ZxQnY2IiIiIiIiIiOLHjl+LEdD593EnWLf1MD5fudfuZhARkQUSEhIwceLEqhj/msaNG4eRI0fiwIHo1fhCoRDefPNN9OzZE4cOHYq4zU033YQLL7zQkDYb5aKLLsLw4cMjvnbo0CH07NkTU6ZMiZn3sH//fowYMQLjxo2L+LrX68XEiRPh99uzgHG8YV6KO1mWuHT33Xdj27Zt0p0jWkm38B81NTvJ7bffjt27d2v/MORqPXr0QEpKSsTX3n//fd37X7RoUVX2Zk19+/bVvX89oh3/yJEjhiRtRfv+0tLSHDfRiHd6gy31BuwZFRiXmuzHy7N/0FTRIhaRoHvZfZpp9eaDyLnlE5w3fB7yC7ZJB45bXbUnfPVvkb7o8QBvP5VjS2JQTZ07NMb0J3NsT2xRWF0hQOu1qwQiAtAc8KwE/xm1En0sRlXl0MLOoE6tY194ML9dK9FHqjSnRksAvseDqioMiQleeDwnkpqUxJTi0krMK9yB+cvEkzwjBbaamaBnpHgIQo5FZCyIFWC+cvpAjBrQTvOcR+Yci14Dap9JNoFTuY58Kn85cHNfiFRNZMKMDXjijs5Rr1OBP0MgFFLfzuzrXMtYE63Pt21RT+iYg/u0xqwF29B1xDzhikpqjJjjOGHcFb0vmVHp04jFLdRo/f5qjltGzH/V7l8if5I0sz/YlUwvOhd87NVVqomHNcd9tz1jR+KE6mxERERERERERBQ/jhVX2N0Ew7w8Z5PdTSAiIov06dMHDzzwQNTXp02bhoyMDNx+++2YNWsWvvnmG6xatQqffvopnnjiCXTs2BE333wzjh07FvH9mZmZ+Oc//2lW83WZOHEi2rVrF/G1Y8eO4aabbkLHjh3x5JNPYsGCBVi1ahWWL1+Ot99+G7fddhvatm2L6dOnR93/gw8+iF69epnU+rqHeSnuZEni0uLFi5Gfny/cOWqefKW8VqSfSNtHEn7Mo0eP4s9//rPej0UulZycjIEDB0Z87cMPP4yadCQq2o0n1nGtcuWVVyIpKSnia7FumCKOHDmCjz76KOJrV111FRITE3Xtn+ToWS3diAAtowLjBvVuhXf/K1Y6WzRA3q6ge61mFhShy/CPUPj9r1G3UQsWtnPlaJFqFTOe6Inr+7Yx7JhGsDOxpWY7zKoQECkIXs+1qwQihgc8p/wvAUREePCfnSvRm82uoE4tY1+kYP7hjxVaOp5EaoNopTmgel/yCVwfoRBwfZ/W+OrNyxEMhoQCm9VECmy1IkHPCPEQhGyEWAHmWsfN8HMcKylJ7zUQjcx9bmi/DFzeo4Xqdm7sC7Eq4D32yio88cdza92LRvbPQFKi2P0twe+Nmfz0xB/PNfU61zrWROrz7z53sVDCzRU9msdMGNGid7dmuudkThl3w+9LyTX6UXKSz9S5jt7FLWIx8vszYv4rcv8CoicXyn4eLQnWgLXPHDJzwY+W7hBKPFTGfbc9Y0fjlOpsREREREREREQUH+qlJtjdBADG/C3uvcU/48ixckP2RUREzvfUU0/h2muvjfr6kSNH8Nprr+GGG27ABRdcgPPOOw/9+vVDXl4eNm7cGPV9zZo1w7x581CvntiimVZr0KAB5s2bh6ZNm0bdZuPGjXjsscdw2WWX4bzzzkP37t0xdOhQTJo0CUeOHIn6vuuvvx6PP/64Gc2uk5iX4l6WJC49/PDDVf8/VudQTnJ4BzjjjDMwcOBA3Hjjjfjzn/+Mhx56CLfddhuuu+46dO/eHQkJCRE7SyShUKhq/7NmzcLatWuN/aDkGrm5uRF/f+zYMUyaNEnzfnfv3o133nkn4msDBw5EgwYNNO/bCOnp6bjiiisivjZr1ixdGZ+TJk3C8ePHI74W7fsmc0UL/O/ZuaklAXt6A+P8Pg/uuK694QHydibxyFJWCg8E1beNFSxs98rRatUqrE5C0RpYaNcxja4QoBYEr+faVQIRlYDnY4W5uPCcJkLvrRn8Z9dK9GayM6hTdux7a/6WiMH8Mz/dJnxMveNJrIQCtUpz4c7JbITJeT2EEw3mLPpZqNqfqGiBrU5P0IuXIGQjRQswlxk3w89xVkZ6zPHYqGtAr2AwhP9+u0doWzf1BZGKYo+9+j3uG5ZV7V708oPdUVoWEDpGeUUQj93SKWJyRCgEPPbq96afx0hjTUqSD8P6tcE3b/WPOdaE93nRxJ/5y3YamrQEAJ98sdOQ70n5Lob3Ox1J//v34tRkc5OFIlHmOMeX5eJY4TBUfD0CxwqH4XhhbrW5jtFzVj2LW0RjVrKV6Lh64LeyWomcMvevpAQfRvbXfh82K7nUDDJzQRmzF27H8ZIKxz1ja71+nFCdjYiIiIiIiIiI4kOLpqnwGfT3WK8XSBOM+VAkoQyAMccPBELYua/YkH0REZHz+Xw+zJw5E0OHDjVsn6effjoWLVqEM844w7B9mqF9+/ZYtGgRWrfWv2i/Ijc3F9OnT4fPJ74AOMXGvBT3MjYyOYIlS5Zg+fLlVScmmvDXc3JycPvtt6NXr1449dRTY+6/tLQUX375Jd599128+eabKC0trdbRYnnuuecwbdo0+Q9Frte/f3+cfvrp+Omnn2q99vTTT2P06NE46aSTpPebl5eH8vLIK0zcdddd0vszw1133YW5c+fW+n1ZWRny8vI0JW4dPnwYzzzzTMTX2rVrh379+knvk4yhBMVNzuuBkrJKpCT54fV6sHrzQbyYvwGzF25HcWklUpP9GNynNe4blmVoUsAfzm4StVKQ13Ni7A9ECCRSAh+7ndUEqcl+oSAo0QB5JYnHyH2aRXSlcMXshdsxOa9HrYBqZeXoqfO3qu7DrJWjo/VFK63efBATZmzAnEW/9/tBvVtjTK6x/d7oYypBptGCq2USDmcWFNXajxIEn19QhKnjszG0X0bM48WiBCKmpZyIBl675RCWr92n+r5YwX9K0LTVgsGQ4X1VS+KkUZ89JcmPpAQvyirUMyGTE3247cmvdAee6xlPRBIKRo5dhqyMdKG+L/vdv/tfsYBnNWqBrU4YG6Oxs7/aQc81LzJOTxnbA1df3Kpq/2rj8RN/PBePvfq9YdeAHvHaF2Qqik0Zl131mWTmksmJPjzx+pqo1dusOo/KWHPvDWfi79PX4/0lvyC/YBveX/KL1LxkaL8MZGWkR32OOLtdQ9zy5FeGt9/I7+mczEZ47ZFuuLbrIZRXAAOuuBRpaanC7zdyfhA+x/H7f19XyMw5a7Rz2OXMRvhqzT7he7/PC0x69EKMGtDOtGcHkfnovMIdKPhyZ9UcFpAbs0rLA3j5wQvw5lj5+7DovNopZMYuGcr+nPKMrff6MfLZi4iIiIiIiIiI6rYG9RJxTa9WwgstxXLdJa3x4I1nY2TeMqwvOqy6/Rnenbg5aQEeKrlJ97EVR49XGLYvIiJyvsTEROTn56Nbt2549NFHoxY1EHH11Vdj0qRJOPnkkw1soXnOOussfPvtt7jlllvw4Ycfat5PWloannrqKdxzzz0Gto6Yl+Jupldc+s9//hPz9fCT2b17dyxduhRLlizB0KFDVTsHACQnJ+OSSy7BxIkTsW3bNtx7773V9h3tmKFQCLNnz8bhw4elPg/FB5/PF7Us2/79+3HnnXdK73PBggV44403Ir7WvXt35OTkSO9z3Lhx1UrOhf9MmTJFen8AcMkll6Br164RX3vjjTewYMEC6X3edddd2L9/f8TX7r//fni9lhR3oxhqVgiQqWQiu1JxMBjCmx/9iK4j5kVNWsrp3BTfzRiIldNjV5pQEm5EiAbIm7FPM8isFK6ItXq1U1aOjlatwmx2VK0w8phGVGYRTQRZvfkghvbLwLLX++LiTglIlIgrrBmIOGHGBqGKYX/o1MQxwX+RVs4fmVeIr9f8qrvigZ3Vz9ZuOYTySoGTAaB50xTdSUt6xxOZhAIRMt99SpIPxaVi1VRikQlstWtsjMXuan1WMapahto4nXtF26pzLDIeP/zyKkOvAT02bz8iVVHKDX1BT0UxmbmkyHhq1XmcWVCEbqPmI79gm+4qdtGeI7RWdGnRVD1xyOjvyevxIDnRU2vcjfbsY1VlHSvmrJHO4dJJl0ccwwbmtMDAnBYRq6bedOUZuu9bsZ41lXF1YE6LmPsIn8MC2u5fsvdhmXm1U8iMXTJSk/1IS0lwxDO2UdeP06tiEhERERERERGRe/zf4PbG7GdQB5zXoTHWzroSi1+9DAN71v67qd8L9EtahSlpE/B+/SfR0f+zIcdW1E9z/qJ1RERkvD/96U/YsGEDbrvtNqSkpEi9t2fPnvjkk08wd+5c1yQtKZo0aYIPPvgA8+fPR48ePaTem5KSgttvvx0bN25k0pIJmJfibqZmExw/fhwfffSR6okKhUK47bbb8PnnnyM7O1vz8U455RS8+OKLeP/991G/fv2qY4QLz3arqKjAnDlzNB+P3O32229HZmZmxNdmzJiB8ePHC+/r+++/xw033BA1m/KFF17Q1Eaz/P3vf4/4+1AohBtuuAHff/+98L7Gjx+PGTNmRHwtKysLo0eP1tJEskisAC2R4LzwQDNl+7TsGbh5/JcxgzS/XHOiAotIApUZCTdOSeKJRUvgZ6xgYWXl6GifO55XjrYjsNCMY8okHEYimwjSqV067r0qDW8/eBKu79NK6BjhgYgyQeErNx7UnRRkhGjBjtM+LsIfbv4EqT2m6wpStjNxcsKMDVErftS0c1+JrmPpHU/0JBREI/vdiwY8RzOyv/sDW92S6KuHWoDzjI+3SiVvi47TIuOx6PUqeg1opSS7iCYzuqUvaKkiFU5kLunzio+nZp9HM+YlkZ4j3l8s/4+gPi+w/7cyoW3N/J5iPftYlQBv9ZxVZHGLDyf0xocTemuef0Yjmgh2TmYjNKyfpLq/8DmsFfcvoxOsrSIydslSvkO7n7GNvn70PnsREREREREREREBQK8uzdAxI13XPs5qm46LupwC4EQcZK+uzfBGXu0A6k+aPIcJKa+hW8KP8HiAZt7D8EH/Yo3Aib/tNW+ivggZERHFp1atWuE///kPdu3ahfz8fIwePRrdunVD06ZNkZycDL/fj/T0dLRv3x5XX301nn/+eWzcuBFLly5Fv379DG3LuHHjqvIOav7ceOONhh4LAK644gosW7YMGzZswHPPPYerr74a7du3R3p6Ovx+P5KTk9G0aVN069YNo0ePRn5+Pnbt2oVXX30VLVu2NLw9dR3zUtzP1MSlBQsWoLi4GABqJXQoncPj8SAvLw+vvvoqEhKMycwfOHAgCgsLkZaWVnWsaN5//31Djknuk5CQgIkTJ0btH+PGjcPIkSNx4MCBqPsIhUJ488030bNnTxw6dCjiNjfddBMuvPBCQ9pslIsuugjDhw+P+NqhQ4fQs2dPTJkyJWZZu/3792PEiBEYN25cxNe9Xi8mTpwIv9/5K65TbWrBec+8uaZaoFlKj+nonPsRps7fitJy9T981AziipVAZUbCjVH7lK1GJUNmpXCFWuCd1StHm/n9yLAjsNDMY2qpzKKrsoTHgzG5HaQDEfUGhVtNLdgRAMoqgrqClIPBEO4YlGl5UKfM+U/we1BaJv4H7Nx+baqNJyP7Z6BwUj8MubSNprYC5vUd0YDaMbkddVUkGNk/A2+5JBFUbZy2OwjZTCIBzsPzlmmqrBJrnNZSUTEWM8dPkXExnJv6QkqSH0kJYn8OiZQYLjKXnPTohcLjqdn3QSvmQqs3H8SN47+Qeo9TvqdYzz5dhn+EEXnWJBM5JRkm0hhmZGVAmUQwLXNYs+dbZiRYW0Vt7JIV/h3avVCG6PXz3NR1UufEiVUxiYiIiIiIiIjIPTweD6Y+no20FG2xU2kpfrw1Pjtm7KMipWRftf+u5ylF74TvNR23pmsuboUG9RIN2RcREblXeno6hg4ditdffx3Lly/H3r17UVJSgoqKChw6dAibNm3C3Llzcf/996NDhw52N9dQZ555Jh544AHMnTsXmzZtwqFDh1BRUYGSkhLs3bsXy5cvx+uvv46hQ4ciPT3d7ubGLealuJ+piUuLFy+O+PvwztG/f/+oiQ96nH322Zg0aVLUxAulDcuWLUMwGDT8+OQOffr0wQMPPBD19WnTpiEjIwO33347Zs2ahW+++QarVq3Cp59+iieeeAIdO3bEzTffjGPHjkV8f2ZmJv75z3+a1XxdJk6ciHbt2kV87dixY7jpppvQsWNHPPnkk1iwYAFWrVqF5cuX4+2338Ztt92Gtm3bYvr06VH3/+CDD6JXr14mtZ6MEC1YWSSQ96GJq6oFmpVXBIUrAyhkgrjMSLjRs0/RFcL1kFkpHBAPvLNi5ehVmw4g99Glqt+PFYlNdgQWyhzznc9+siSYUW8iSKd26dKBiDLJd7GqhVnl0VdWCQfnywYph48Zf7jpE3i9HkR7fjEjqFPm/FdUhpCa7BPaNjXZj6mP98TRpcPw1ZuX47pLWmHOop/xh5s/0TUumtV3ZAJqx+RmwafhScnjAfpnt5B/o8VkKl3Ea7U+kQBnhZGVVbRUVIzFzPFT5jtyW19Yu+UQyivF/g4QLTFcbS45akA7R9wHrZoLyfQXABiY08IR39OaLYdjPvsEgkBA5TsxIpnIzckwMmSr4sjOYUfkFZo+33Jbcn5N4WNXcqLYnC+aJ+7oXO07tHqhDIXM9ZNfsM2U53ciIiIiIiIiIqJozuvQGHOfv1g6eSktxY+5z1+M8zo01nzsoYlLNb833P8Niq/gcyIiInIn5qW4n6kRokuX1p78hmeZpaenY9q0aaYdf8iQIfj4448xbdq0qg4BoKpzAsDRo0exatUqdOnSxbR2kLM99dRT2LJlC957772Irx85cgSvvfYaXnvtNan9NmvWDPPmzUO9evWMaKbhGjRogHnz5iEnJwe//vprxG02btyIxx57THrf119/PR5//HG9TSSTrN58EBNmbMCcRdtRXFqJ1GQ/BvVujTG5WTgns5F00KFWShBXWsqJrOZgMISSskqkJPmjVl6aMi4bk/N6xNxORs19JiX4UFYRiBkQObOgqFawnRLQnF9QhKnjsw0LyBqTm4X8giLV86El8E5ZOdpIqzcfxN3PLUfh99XHlJrfT1ZGesw+aCQtgYV6vxeZY5aUBTAirxB/GXmWqcHeSiKISLuUoOCyGkGWQ/tlICsjHS/mb8Dshb+fu8F9WuO+YbXPnZJ8N3X+VtVjqlULM9uMj7diXuEOqfcoQcpTxsUuJxtpzCivOPFw4vEAiX4vyiqCMb9LPVZvPogXpq8X3j412Y/rLmmFaR+rJ2co583ocdHMviPaj8/JbIRJj16Imx//UnjfABAKAbmPFiIQCJkWnKuX7PmSvfbdQGvVIyWgPisjXfPnlhmPRZg1fsp8R14P8Pl/LkP3Tk0Nb4dZJszYIJR07/EgZmK42vzUCfdBK+ZCstfU1PHZGNG/bdV/2/k9/WvWD4Y8+8xeuB2T83pobp8dc1Y7yFSVmjIuW3rMzC/YVvX/zZpvaZlXO40ydgWDIaE5XzSbfvot6r6NfG5XI5sUbNbzOxERERERERERUTR9u5+GpZP6YWTeMqwvOqy6/Vlt0/HW+GxdSUsA0M2/Ge28u7AleJrmfZzVNh0XdTlFVzuIiIiIjMC8FPczreJSZWUlNm7cGLEclnKC7rjjDpx00klmNQEA8Mgjj8DrPfExo5XmWrNmjaltIGfz+XyYOXMmhg4datg+Tz/9dCxatAhnnHGGYfs0Q/v27bFo0SK0bi1e1UVNbm4upk+fDp9P38q9ZI6ZBUXoOmJetWpJ4VUEZny8VVMgrxY+rwebtx+Rrl6kJNzIBD+pVfZZu+UQ/u+Z5Tip18yYbZBdIVwvtUoXAJDTuampq1eLmllQhC7DP6qVtBSuMhDC8McKY/ZBvZUsarKj6o/MMYETAZZmfPZwMhW8YgUFy1bsGpObFbP/AuLVwsyyevNBjBq3TNN71SoeqI0ZoRBQGQjiq8mXV/sujapGpoz5MgGpg/u0xp+HdxQ+b2aNi2b2HdF+PGpAOyQnyc9njL4XGEnr+bKiWp+V9FQ90ltZRWY8jlFZGoC546fMdxQMAT1uKXBsBYuaY6pMkk2C34uz2zVU3S7a/NQJ90Er5kKy19S1l7Sq9t92fU/BUAhzl8glLkejt7KO2ypVylCuwcrKoHRVKdkqtJFEm29pZdS82m7BYAjv/vdnXfuINRfW8tyulezzl8LJczYiIiIiIiIiIoo/53VojLWzrsTiVy/DwJ4tar3u8wIXnpmAgn/2wpq3r4yZtBRtpf+aPB7gmdQpSE3Qtup/Woofb43PjhpzSURERGQV5qXEB9MSl3788UdUVFQA+H2yHH6CkpKS8Kc//cmsw1fJzMzEVVddFXPCvmGD9sAzig+JiYnIz8/Hiy++iLS0NF37uvrqq/Htt98iK8u+IGwZZ511Fr799ltceeWVuvaTlpaGl156CdOnT0dCgvtWfq4LRIKVR41bZlgFADWBYAhdR8xDl+HmJbGIJEWpJXOFt0FmhXCjDO2XgRXTBmBgTgv4woK+fF6gf3Zz/POBC2wPHFf6VkDgb13BECxL/ALsCSzUEmBpRdCckUHBooGIasl3WqqFGUUJon1h+nqhvhuJWpCyyJgRCAKvvrcZXq9HOpEzFrUxPxLl/MucN7PGRdE2nN2uoeYkL7V+7PV6cH2f06X3Cxh/LzCK3vNlZRCymbQGOCvUkhbViI7HT915nm3jp5bvyMxEZC2ijanfrNsnPN8trwjqSkZxwn3QirmQ3qQbu76n8gqguDRgyL70JhPFSzJMuJrXYIOL8qWrSgFiY6aa8PmWEZyQlKiXniReRXFpJY6XVBiScK+HngQ3kTmbUYsKEBEREREREREReTwe9OraDG/k9aj12sQ76uMvg9KQ07mpaqLQgXcmCB/zwiv7YO6LlyItRe5v2Gkpfsx9/mLdVZ+IiIiIjMC8lPhgWuLSli1bIv5eyWrr3r07Tj75ZLMOX81VV10V8/WtW7da0g5yvj/96U/YsGEDbrvtNqSkpEi9t2fPnvjkk08wd+5cy/q2UZo0aYIPPvgA8+fPR48etR+OY0lJScHtt9+OjRs34p577jGphWQE0QB6vUFhMoKhEwlMkehN5BBJSJKpPCGzOr/egOaaNhQdxidf7Kz2XQWCwPxlOx0RHCzSt0SZEexvR2ChlgBLsxMd7AoKVpLvRg1oWxXUnJrsx6gBbW2pFlYziFamGlFNsYKUZceMGZ+IJ1GKkL0ua55/kfNm9rgYqw0znuyJgq92GZLkFYueYGmj7wV6aTlf8Rqoq7eCh97KKqLj8YM3nm3b+Kk3CNzuChax5oHZt3yCpASxP4UYUdnGCfdBs+dCRiTd2PE9JSYAqcnGVAo2IpkoHpJhFJGuwZIy8SSx8GtPpAqtCCPvy05IStRLbxIvcKKKcrPLZps6FxM1JjcLPo1/5c4vKEJlZe2VDIxYVODEXKoSQcEVcImIiIiIiIiIqO5KSRL7G+hvn+Xj4DsvCW2b1u0yNLv3JVzavTmWTuqHjhnpQu87q206lk7qh77dTxPanoiIiMhszEuJD6YlLu3Zsyfm6zk5OWYdWvpYu3fvtqgl5AatWrXCf/7zH+zatQv5+fkYPXo0unXrhqZNmyI5ORl+vx/p6elo3749rr76ajz//PPYuHEjli5din79+hnalnHjxiEUCkX8ufHGGw09FgBcccUVWLZsGTZs2IDnnnsOV199Ndq3b4/09HT4/X4kJyejadOm6NatG0aPHo38/Hzs2rULr776Klq2bGl4e8g4MsHKToqn0ZrIIZqQ9Ogrq4QrT8isSK03oDmcTHKVCKOD0IPBEN5Z+JMh+1IYHexvR2Ch1gDLmZ9uMzVBwK7g6XMyG2HKuGwcXToMxwqH4ejSYZgyzvpgzkhBtHrEClKWHTNuHGfsdS465gPAyP6Rz7/aebNiXIzUhsu6n4bcRwtNq9ZX8/hag6WNvBcYQfZ8jcgrND0xzE56ktKsTGaxc/zU8x3ZWXVMbe4UCAJlFWKl9oyqbGP3fdCKuZARSTdWf09ejwfX9Gqhez9GJRPFQzIMoK3qY001r71oY+awfm2E92n0fdkJSYl66E3iBU4sQmL2XEzUOZmNcGGnppreW1EZqjXXkanMHEl40lOTS9/D0Gd/w0sfHMeaLYc1tZGIiIiIiIiIiAgASjZ8g90T/k9o2+TMzmjx2DR4fCf+fnleh8ZYO+tKLH71MgzsWftv436fB4P7tMbiVy/DmrevZKUlIiIichTmpcQHfdFWMah1kOzsbLMOXcvpp5+OU089FXv27IHH46lWIiwUCmHv3r2WtYXcIz09HUOHDsXQoUPtborlzjzzTJx55pl2N4MMJBOsHAiG4Pd5DKugo9fshdsxOa+HUNBoMBhCSVklXpi+XighqeDLncJteP3RC5Ga7Bf6Ho0IaFaIVE1RgoOnjIt+b129+SAmzNiAOYu2o7i0EqnJfgzq3RpjcrN0BT++NW8LSiVWTxehBBWmpSQYts+h/TKQlZGOF/M3YPbC37+DwX1a475h+r4DtWM+N3Ud8gu2Cb2nvCKIb9bvQ/eztQXdiVCCgifn9UBJWSVSkvyGBGWL8Ho9hp5XGUYE0YZTC1JWVrEXGTN8XvUxV+Q6V8iM+QDw8oMXxDwv0c6bzGfUOy4qbXjns23IfawwapKtkuSVlZFu2HUdPn6889lPwhUjjLwXGEHmfAGoNm4pgbr5BUWYOj7b8cHYIpQEAS3jgtHJLCLjsR3jp57vCJCbwxnJqEqQZlS2sfM+qIxlj726Ch8v+72Sp9/nQb8LmyNLcJXFaNT6i0zSjZXf091D2mPWZz/H7DNez4k26f1cIuyYsxpN7zUY7dqLNGYCwPtLfrH8GS1Wm6we8/QYk5t1otqQgc/+ZszFRASDIazcpD3BurQ8UDXXeeKP5+KxV79XXVQg2mecWVBUaywsqwAWr6lA9i2fxc1cioiIiIiIiIiIrFWx9xf8MvZ6hCrKASTG3DahWWu0fPJdeFPqVfu9x+NBr67N0LFtOpr2nVXttR/evQYZLeob3WwiIiIiQzAvJT6YVnHpt99+i/n6aadZW0q0efPmVR2jJrW2EhG5nRKsLCI12Y8p47RVlzCDyMrY4asZ1+uZj2kfi63wLBqgVVxaibKKgPCK1EYFNMtUTYlVpUjvatHRrN58ELc++aWm98ZiVrC/lav4K5Wtzm7XENMe7yl8/QHAK3M2G96eSJSgYDcFV+phVCA7IBakLLOKvUfwFIhWI5Md87VebzKf0YhxcWZBEW54eKlqZUAzKr0o48exwlzh6g6yn9noing1GVFZQbb6l1W0fneRqmWoMTOZxYnjsZbvSGFH1THZinPRuKWyjawNRYfxyRe/Jy0BJ67reYU7DKmS4sYKNJ3apatWOZr+RE/hz2XEWG53hS499F6DonMsZcy0ei4i0iY30VNZMhY7qu7JJu5HUxkI4eGXxSsz12R0xWQiIiIiIiIiIiIACJYcxy95gxE49Kvqtr76jdDy6Q/gb9RM6hj10+xZeI2IiIhIBPNS4oNpiUulpaUxX2/c2NpyorGOV1ZWZmFLiIisJxvQlXt57aBDn9ejGtDk8QBJCSduLSlJPkMCoNSC6iMl5RhNacOY3CzVz2RkQLNM8FW04GAzA6cmzNiAQFD6barMDCoEzA0srJlEVz8nHzeN/wIXdz1FeB9zFoklp5A4owLZZYOvRcYMn1cuiVIkCcDKIF6rxsXVmw9iRF70Sks15RcUobLS+AHK6/XgLyPPMvQzRxo3RpkU0CpyvtQYFYzsO+lknDzi4aqfRtfdVfVao+vuwskjHobvpJNj7sOI765mgsD0J3rGTGCIx2QWNeHf0ZHPh1qSGKmVEYHrbVvUjznOm51kaBargundmHQjknCl9rnMGMtF56xO6pOy12Bqsu9//6s9wc3qZ7R4E6v/z3o6p9rvZZ7xoyXcm9VfZRL31YjONyN9RpmKyURERERERERERCJCwSB2PTsaZVvXVP2ukfcYNqTfUe2nkfcYPAlJaPHEbCS1zLSxxURERETGY15KfDAtcUntS2/UyNqglVjHYwchIrcLD/6JFggkG9ClBOe99sgf4Pd5EAiGogbgKIFNq2YMRPEXw3GscNj/qlLoX1U9VlC9WgCmGp9gsL7SBrUVqY0OaDaiaopZgVNaEkF8XvXv3M1BhbEqW33yxU7h/URLTnFSUKrb6Alk9/s8mP54tqbga5Ex461x2aYkAVgVxGvVuCibKFlRGTItAcjIz2xWRTytbRclWv0rFn/Dpmgy6tGqn8aD7616rfHge9Fk1KPwN2wa9f1Gf3dKgkCk5G2nV4yxitfrQf20REdUN4nGiMD13ftLcHa7hrV+b2WSoRmsDqZ3WwUa0YSrSJ/L6rFc4cQ+Kfv88tsS/QluVj+jxaNo/f/6vm2q/X7vgus1J9yb3V+NqCwpq+ZnNKpiMhERERERERERUbh9Ux7H0WUfCm172l9fR+pZfzC5RURERETWY15KfDAtcamyMnZwaEKCteVFExMTq/13eHmuYNCEchFERBaoGfyT2H0akv4wLWIgkJaArtWbD+LGcbETg3xeYNnr/aoCzcKD+fRWdlALqhcJwIzliuzmQu3rcPpJVf9fZEV2o+itmmJm4JRsIkiPc5pg5fSBmPZ4fAYVqiXRycSk1UxOcWJQqttoCWQPv65zr2irOfhabczIvaKt4UkAqzcfxIQZG2Jua+T1Zva4qLViVml5wLSgcdHPHCvh0KrqJ6JtH9avjfA+RKt/mcXs786NFWOs5OTqJkYErkfq33YlpsiINd4wmF6cbMKVlWN5+Dl2ap+UfX7x+72GJLhZ+YwWz6L1f+X3aSkJmhLureqvRlSWlFHzuc2IislEREREREREREThfls0CwfynxPa9uRRj6JBr+tMbhERERGRPZiXEh/0LUVMRES2mVlQVCtILhAWZKgEAuUXFGHq+GwM7ZeBof0ykJWRjhfzN2D2wu0oLq1EarIfg/u0xn3DsmoF5IokBgWCwEtvb8SUcdm1XlOSpaIF83k9gMfjqdZuhVpQvdZA9nAXdmqKC89ugocmroq53WOvrMLlFzavaosS0Dw5rwdKyiqRkuQ3bTX5MblZyC8oinkeogUHawmcSksRm8ApiSAi+09K8GLppMurqlbJ9EG30JtEFy48OSXSdR7p2qbYlCDaqfO3qm47sn8GXn6wu6HXtdqYoec6rylSnwmXlODFDZe1Mfx6M3Nc1FMxC/g9aDwrI92yz6wkj81Z9Ps4N6h3a4zJ/f17l6l+Eukea3TbAeD9Jb8Ifdcy1b/MYNV3pwRqU3Vq8zu7E5FFxtRYIiUQiySmGD3GiBIZb8ycE9Z1VoxHNc9xcqIPZRUBhKIc1u4+aeS8JlwwGIo5x7DyGa2ukplTK880Vo6havcno9VcVEDmGdnuuRQRERERERERETlfycZvsPvvfxTatv5F1+Hk4Q+Z3CIiIiIiIn1Mq7hERETmWbPlsHAwTs1VvkWrCBi1Mnuk1a9TknwY2T8D380YiJXTta2MrTeQHTiRkPTFmn2q2ynBhjXJrsiuhZZKWQqZKjOygVMyq6nfcFmbat9RvFWyMCKJThEexGnWCv6xKjLEM9EKIWNyO5p2XUcbM/Rc5+HU+gwAVAaCtZKWjOwTZoyLWipm1RRtHDdCzc8sUlXAKdVPwtuut8qfVZzy3dV1Tq5uojamqqnZv2USU/SSHY9Fq5iYOSfUIl7mIlaMR5HOcWl59KQlhZn3PTVGzWsUstVHjZiLxEsfNYNs1T0rx1Ag8v0pMcELj2R3UNs+UvKdW+ZSRERERERERETkfBW/7sAvY4cgVFGmum1y5nk47YH/wCP7RzAiIiIiIosxcYmIyIX+NesHqRWEIwUCqQV0aVmZPZpzMhvhvmFZuO6SVkhN9qGkLIA5i37GhBkn2qQlicWoQPaCL3cKbWtn8LPW4GCzA6dkg9Yitc/sxC8ryCbRiQZxGh3kJxv0GW+MDqI1mhFJAKJV8pQ+45Y+ITOWxWLFOC6acPjNun2G3WONpHdct4KR8xNSFyt438mJyJHG1OREn3QgulWJclrGY5kEZ6cE07vlviPK7PFIJCE5Fjc+v9QkmpxnlHjro2YkYMnMqe1KNq55fyr5YjjefipHOHnJ7/PgqTvP0/Tc4Ia5FBERERERERER2a9Jw2SEVoyq+ikuvB4npZ0I4wyWFuOXvMEIHNyruh9/42Zo8fgseJNTzW4yEREREZFuTFwiInKZYCiEuUt2SL9PNhDIyJXZlYCzaR8Xobg0AOD3gLMuwz/CzIIi6SQWowLZRQMB7Q5+1hocbGbglNMTQawie61881b/iEGc37zVH1de1BLBYEgqyG/6x0VYuWF/zKBEq4M+ncrJFUKAyNf55LweaNeyvur4LRsYOuMTd/UJkbFMjRXjuGjC4Svv/uCo6icKN4zrTqscE69kgvedmohcc0w9viwXM57oKdW/tSamyCQLaL1HyyY42x1MH49zEbPHI5FzHEtxaSWOl1TYVjlIb3KjWdVHo4mnPmp2ApbonNruZOPw+9P8ZTtVK5UBJyotTR2fjQdvPFvTc4Mb5lJERERERERERORse1/5C8q2rFbdzpOYjBbj30HCyc0taBURERERkX5MXCIicpnyClQl/8iQDQQyamV2tYCzQBDIfawQ73y2TbhtCiMC2UU5JfhZNjjY7MAppyeCWEH2WuncoXG1IM5lr/dDKARk31JQFVg4/LFC4SC/QDCEriPnRw1KtDro0+mcVCEkWmC71+vBll+O4qbxXwgHnMoGht44zl19Qm0sE2H2OC6TPDZn0c+47pJWQtuaWf0kEqeP606pHBPP4il4H6g+d5Lt37KJKZu3H5FKFtB6j9ZSxcTOYPp4nYuYOR7JnONofF4Pml022/bKQVqTG42uPhpLPPVRq8ZwkTm1U5KNZa6npAQfhlzaBoD254ZI95qkBODiTglY9npf2+dSRERERERERETkbMeWfyq03WkPvIaUDl1Nbg0RERERkXGYuERE5DKJCUBqsk/6fVoCgYxYmV0k4CwUAm54eKlwEJUS7H92u4a6A9l9ggF0bg5+NjsI3UmJIHbRcq14vR58+Pkv6DZqfq3AwpmfyifyKe+tGZRoZdCnm9hZIURtFXwtAacygaE+r8eVfSJ8LEtMkH+MMXscl00e+7/B7W2tfhKuZhKd08d1uyvHxLN4Ct6PRqZ/yySmdDmzUcR7eqyxW+s9WmsVE7sSE+N5LmLWeCRzjqMJBEOuTT7UkpynR7z0UTvG8Fhzaq/X44hEbZnrqbQ8UGvBFy3PDeH3mn0LrsXMv56Ee69KQ6d26TJNJyIiIiIiIiIiiujkEQ+hwcWDNL+/ScNkhFaMqvbTpGGygS0kIiIiIqqNiUtERC7j9XhwTa8W0u/TEgikd2V2mYCzUAiqQVSRgv0LvtqFGU/2rBWA2bZFPaHjXpHdvE4EP1sRhG5nIojdtFwraoGFeihBias2HbA06JPUqSUlPfPmGk0BpzLB9R7BS9SJfUIZy0q+GI6v3rwcI/u3RXKiejKvFeO4bFWBbh2b2Fb9RKGWROfUcd3OyjHxzozg/WjV5ewm2r9FElN8XuCrNfukxm49iRl6qphYnZhodQKK1cwaj2TOsQy3JB9qTc7TIp76qJMSsJQ5xuyF6t+t2fM0Oys/nbjX+OEVnYATEREREREREVGdVLpljfC29XOuwckjHjGxNURERERE5mDiEhGRC909RL1KQzg9gUB6VmaXXSk8VhBVrGD/3EcL0bfbqdjz6WAc+Xwoji4dhnefu1goIemJP3auU8HPTg1Ct4LZgdOy14pIYKEelYEQ/j59vWVBn6ROZBX8h19epTngVDS4XrTfOblPeL0edD+7Kd4an43jy3IxeeyFto/jMsljSjKxXdVPAG2VvZzEzu8uXhkdvK+WGOcWIokpF3ZqKj1260nM0DLe1GTVnNDKBBS7mDEeyZxjWW6oHGRloolZfdTqpE0nJWCFzzFKywMxt7VinmbEmElERERERERERGSWiv07sfuFPwptm9TuHJz2wGvweBnySURERETuw1ksEZELdWqXHjOAMpwRgUBaV2bXslJ4pCAqkWD/4XnL0OCimWh22WzcNP4LABBOSHJz8LNTqxg4iZWB06LXikxgoR5zF/9s2+riVJtIslpI8FKONFaKBNe/NS477vqE1+vBTQPPcMQ4LpI8VjOZ2OrqJ4DYfdUNFTns+O7imZHB+25PjKsp1lzxm7f6Y+UmsWslfOzWmpihzP3+NPRMV1QNtbPSiZWMGI9qzuv7ZzdXrZLo8QAJfvkkC6dXDrIy0cToPmpX0qZTkgRFq8omJ/ksnadpmaMRERERERERERGZLVhajB1516Py0D7VbX2NTkHLJ2bDm5JmQcuIiIiIiIzHxCUiIpeKFEDp83qqgnHMCNiWXZldy0rhkYKoZCrThAfFAhAOZHdb8HO8VDGIxYikLLsCp9WuFdlqZD6JCmvVjxPA1b1aCm3L1cXNZXSyWrSAU7VEzNwr2sbtivNOGMdFkseiJRNbWRFP5L7qhoocirpcTdBIRgXvx0tiXE3RxpjM1g00JQvIJmas3XKo2twv+5YC/OHsJrZXm1NT1yqdaBmPIs3rc275BLmPFsZMaPb7PHjq/zoLJz2Hc0N1K6sSTWT66KknJ2PtlkNRX7czadMpSYKiz+7X92lt6TxNzxyNiIiIiIiIiIjIDKFQCLuevx2lm1epbutJSELL8bOQ0KSFBS0jIiIiIjIHE5eIiFysZgBl+dcjUPbVCEcl3ozJzYJP4m5TM4hKa7C/EhQLQCqQ3Q3Bz26rYiCbgGRUUpbWwGkrqljJBhYOu6yNpuOkJvtx//COXF3cAWST1dQoY2Wk/qqWwKMnEFj2+rCjKpzd47hRVfz0fHex3itzXzWzIkewvBRlP22o+in/ZXPVa+W/bEbZTxsQLC815dgUmVEJJvGWGFdTzTFGT7KA6Hjc4fSTIs79Cr//FaFQCDmdmzq6aigrnUQXbV5f+P2vMa8jjweY8WRPbNj2m/ACD+HcUN3KykQTkT4KAFt3HIv6vGV30qYTkgRl5hhzFv1sedUvN1daJiIiIiIiIiKi+LN/2lM4+vm7Qtueev+rSDmzm8ktIiIiIiIyl21RCpdccomlx9u0aVPM161uDwDceOONGDlypOXHJaL4owRQKsL/v93OyWyEaY/3RO5jsVcMV9QMotIT7K8ExU4Zl13rO3Ir0YC4rIx025PWVm8+iAkzNmDOou0oLq1EarIfg3q3xpjcrKhtm1lQVOvzKUlZ+QVFmDo+Wzig7IXp64UDp6eMy9bUXkUwGEJJWSVSkvxCQYBKYOHU+VtVtx3cpzXuG5aFmZ9ukw5MHdynNTp3aIyp47Oj9huuLm4NJbDdqOSl3t2a4abxX8Tsr9HGPSUQWKZPyF4feq6neKAkj03O6yE1NgD6vjuR98rcV5WKHGbcPyt2FaHolq6//3daI+DmiQCA7Q/0R8Lxg8h4fQWSTq97iQx2GpObhfyCopj3m1gJJrKJcZPzejg6WVyE7D1d+bzBYAjtWtbHlHHZuHFc9PH4iT+ei8deWRX1nASCwJdr9uGbt/ojs3UDqfHGKlruO0aRnaNZSW1eH0soBDz075Uo2nlc07HdUt1qaL8MZGWk48X8DZi98Pd7mzI/NqrPqPXRcNGet2SSNqeMyzak3TXpHcP1csocIxY9czQiIiIiIiIiIiKjHPn8Peyf+jehbRsP+wtO6j3E5BYRERERuRvzUtyRl2Jp4lLofxHroVAIn3/+uZWHrtUGO9sTCoXg8XjQq1cvy45JRPHLycF4iqH9MuDzeXDDw0tjJi9FCqLSG+yvJSjWyd+pEwLiRGhJQDIqKWv15oN4Yfp6TPtYrPLU7IXb0feC02oFDYskTOlJMJAJLJQJpqz5XsC6oE+KTiaw3eNBzLHS6wE++WKnrgQ/mT4hez0bmYDodrJJs3q+O9H3ytxX3VCRw25OnjNooTfBxA1B62aQuadHmjv0u7A5PB5g0Td7ao3HonO/l97eaOvcT41VcxHlmty8/Qj+MXNjxDlaZssUQ46ll8i5jUVr0pLbqltZlWii9NHr/rIYW3cci7ltzectpyRt2pkkCMg9u1s5x4h0r/Z6PUhJ8sfVPZyIiIiIiIiIiNyhdMtq7HruVqFt62dfiSY35pncIiIiIiJ3Yl7K78d1S16KbVFoIZGyGxZyWnuIiNS4rZrF9X3bIPC/xBOZICqZYP9IZIJinf6d2hUQJxuUrTUByYikrEiB+2qKSyujVjqI1V69yRmygYWRAn6jiXQ9cXVx+4kGtj9xR+eo1TV8XgDwGFJ1TaRPyF7PbqoKZzW1sVTPdyf7Xi3VYag6O+cMZidL6UkwcWrQutlE7+kbig5HnDvMK9wBv8+DKWN74OqLW1WdW6ckQxjFzLlIzWuypvA52uuPXoB0Q46qncy5NZKbK21aUUH37HYNsXt/qdC24decnqRNo8d0Oxcs0FqBzizR7tX9s5tj/rKdjn3uJyIiIiIiIiKi+BU4chA7xg1FqKxEdduktmfjtL++AY/Xa0HLiIiIiNzNaXkgTmuPU9g2s/V4PJb/OKU9RER6vbPwZ3QdMQ9T52+tCpBSgvG6jpiHmQVilWasNrRfBlZMG4BRA9oiNflEoGpqsh+jBrTFimkDoiZ5jMnNgt+nbfwUDYqdWVDk+O9US0CcHqs3H8SosctQPycf9Xrmo35OPkaNXYbVmw/GfJ9MApJCNjC3sjKI4yUVCAZ/P45a4H40Pm/0JJBo7RVNElD7rmSvCSXg9+jSYThWOAzfTZe/npSgTycHNscrJbA92nimBBM/eOPZUfvF5T1aIBCU669qYvUJ2etZy/Uf70THUj3fnex7Re6rbqvIYSW75gxa78ta1LzfHF06DFPGqSc7KEHrIpycGBcMhmrNM9So3dOzMtJV5w43jv8CW345WvW9aJ37aWm/lYyei0S6JqOpDIRwy5PLsW1PwJBjayVzbo3g93lU54ik/ZpTkjZFKM+nZo7pWsdwIzhljhHrXj3koaWOfu4nIiIiIiIiIqL4FAoGsfOZm1Gx5yfVbX0Nm6Ll43PgTUkzv2FEREREcYB5Ke5gW+JSKBSy/McJ7SEi0mvbngBueXK57oQJo4kGSGoJolIL9o9FJCjWqCQUs2kJiNNKa1C2bAKS0l9kgwRP6lU7wE8kcF+P8PYamZyh5ZpQAn47d2hsW1AiaSOarBapX0zO64H/frtH6Djh/VUrLQmFWq7/eCY6lmodO7W+VzSJjmNJbXbNGexKltKSYGJF0LpZiTl6Ewli3dO1zB1k536btx+xLLnNKbQkrlcGQvhwuVhVHbPInFu9fF7gm7f6c44oQOvzlmzS5qwF2ywZ0+1YsMAJcwytC1pUBkIYkVeIVZsOmNQyIiIiIiIiIiKqy/ZP+xuOf7NAdTtPQgJajJ+FhFNaWtAqIiIiovjAvBR3YC1RIiKX+XB5qaOqWWgN8JQNoooU7K9GNCjWLRVCrKpioCco24pVyk+8N1C1j6nzt6LL8I8wa8E24fcrPIBq9Zqa7dWTYBCLnsBCVlFyF5lktfBza3XVNdnjHTxSZmn7nE5mLNVzbrW+V2sVxLrOjjmDWxKsFWYGrZtZocTI5LCa92WtcweZuV+XMxuh26j5da6KiNbE9S83ViBo4x/xZM6tHn6fB9Me74nOHRqbfqx4oOd5SzRp84oezV01pmth9xxDz4IWgSDQbdT8uE/6JCIiIiIiIiIiax39+mPsn/a00LZNb3saqVkXmNwiIiIiIiLrMXGJiMhFgqEQvtxYIbStFdUsrFr9X1lV/+x2DasF+09/oqfuoFizklDMYkUVAz1B2VasUh5JIAiUVQSl3uPzAjKVMpX2Wp08QvFLNuHMyqprWo7XqEGSpe1zOpmxVM+51fNeLRXf6jK75gxuSbAOpzVoPVYlJTPnnWYnh+mZO4jM/Xxe4Ks1++I6EQKo3T+CwRDeWfiTpn2VVQDlYo9VphE5t3qM7M9EVC1Er7maz1uiSZvzl+103ZiuhV1zDJl7dTSVgVDcJ30SEREREREREZF1yncVYdcztwhv36DnVSa2hoiIiIjIPkxcIiJykfKKE0F2IsxOmLBi9f9oq+qv3XIIaSkJyL1c/0rObktCMbOKAaA/KNvsVcqNMrJ/W1zeowVkYsqV9lqdPFLXxApajwd6Pp9VVde0Hs/v9wpvP6h3q6oKZvFIdiwFoPncGtEvWLVNjB1zBrclWIeTCVpXq6Rk9rzT7OQwvQmGanO/Czs1jetEiGj948k3VqO0LKBpn0kJgN8fwvES++5FaufW5wVyOjet9pzTtkU9oX2P7J+Bt3Q8E7iJGXPHP5zdRGULDzYUHa71W7WkzSGXtnHtmK6V1XMMmXu1mnhJ+iQiIiIiIiIiIvsES4uxY9xQBI8dtrspRERERES2syRxyePx8Od/P8r3QUSkRWLCiSA7EWYnTJgd4Cm6qr7elZzdmISitYqBCCOCsrVWhVIL3jTKyP4ZeHNsD3z29S7h94S31+rkkbpCLWgdcHdSk8jnE2FF1TU9xxPZ3uMB3lm4Xdf3YBSz+pSWsVTPubW6X9RVdswZ3JZgHYla0LrInM/MeacVyWF65w6x5n7fvNUfKzeJjaFuTISI1T/G/me15v02rOdB7nNH0OTS92y9F8U6tyunD8Tnky6v9pzz7nMXC433Y3I7WtF8Wxk1twqn9LfC73+NuV0gGD2hJdbzaTyM6VaTnavJ3KtFuDnpk4iIiIiIiIiI7BUKhbD7xbtQVrRWdVv/yadZ0CIiIiKi+GB3LoiTfpTvwy1MT1wKhUL8ifJDRCTL6/HgwjPFMpfMTJgwO8BTy6r6WldytisJRW+wvN6ErWiMCMrWUxUqUvBmSpJP4hPEpgRyfrNuH8oqgsLve+3RP1RrL5ME1Mn0cbWg9WfeXGN4YKqVZnwilogpwuyqa3qPJ5KAGAqhqkKG1u9BLzOCncNpGUv1nFur+4UWbk48VNgxZ3BjgrUMkTnfiLxCvLPwJ6H9aZl3WpVIoHfuEG3ul9m6QdwmQqj1Dz32HApVVbK1616kUJvXhz/nuGG8t4LoIhcyZPubWkJLpOfTeB/TjaR1riZzrxblxqRPIiIiIiIiIiKy36H3X8WRRW+rbudJSMKp9/3LghYRERERuZ/duR9O/nED0/4F/O9//zvGjRtn1u7jQnp6ut1NICIXuvKCZBSur4wZUGV2woSWAM+0FMFSUZCr5jRlXLbwfqMZk5uF/IIiS77T1ZsPYsKMDZizaDuKSyuRmuzHoN6tMSY3S1OAoRIQZxQl0Gvq/K2q28YKyh7aLwNZGel4MX8DZi/8/bMO7tMa9w2L/VmV4M3JeT1QUlaJpAQfTuo1U6jPJSZ4EQyGIp7L8EDOkXmFqvtSJCf6MKp/u1ptnDo+O2pwY10JGo1Eto+LBK0/NHFVtd8pgan5BUWYOj5bV5UxM63efBCPvrIK8wp3RN1GScTMykgX7i96ri8thvbLQIfTT8IL09dj7pJfVI8XqX3JiT6UVQQQ7RlJy/eg1cyColp9zug+pXUs1XNure4XoqKNCXddnIx6trRIHyvnDIBx92WnEpnzBYJA4H/Jjmq0zDuVRAKReYaeRAKj5g41535Wtd8OIv3DSFbeiyIRndc7bbwPBkMoKatESpLfkjFIdJEL2fOopb/NXrgdk/N6CH/ueB7TjewHeudqIvdqGVruLUREREREREREVLcVr/0Se1/9q9C2ze55EUltOwFb95jcKiIiIiL3Yl6KOjfkpZgWsdK4cWM0btzYrN0TEdVZbZr58PqjF+CWJ5fbljBhZoCkbDUnmUCxaGQDSbUGZVkRLG8Eo4KyayYgyX5f4cGbogF+Qy9rg/uGZcUM5AwGQ3j3vz8Lt+P6vqdHbLfTgkbDWR1AqtDSx/UEJdsdYBxLpO8iGi2JmHqvL1E1k05SknwYelkbPDCiIzp3iD7Xr9m+O57+GtM+jl39wMiE1GjMCnaOROtYqufcWtUvRMUeEzx4Oqkr+ieusK19WtiRuGp1spRVZOZ8olKSfNKJOVYmEpgxd3BiIoQR8xCj+0dqsh+nnpyMrTuOxdzOinuREZww3hu9IIMoMxa50NrftCS0xNuYbnQ/MGKupnavluW2pE8iIiIiIiIiIrJXxYHd2PFELhBQj6dJv+ImpF9+I0pKSixoGREREZF7MS8lPnjtbgAREcm7vk8rrJg2AKMGtEVq8okAmtRkP0YNaIsV0waYnvyiBEiKkA2Q1FLNSVYwGMLxkgoEg78HMQ3tlxH1O/3mrf648qKWWLXpAEaNXYb6Ofmo1zMf9XPyMWrsMqzefFD1mKIBWCL7MpsS6OX3RT5vskHZSgKSnmDKMblZUdsT3i4l6HfKuGwcXToMxwqH4ejSYZgy7vf2yvQxALhjUGbU19SOZbXVmw9q7qNGHFu2jxsRlKwEpjqJ2ncRyeyF26uNSaKMuL6imVlQhK4j5mHq/K1V10xJWQAzP92GbqPmY2ZB7EQkpX0pSX7hZEGt34MomWBnvfSOpXrOrZn9QpRQNbXiG7Ep0NzilukXa85gxjzM6PuyU8jej0VUVAZx0/gvpO97MvMMvcyYO1jZ/lhWbz6IkXmFqJ8zQ/c8xKj+kZTgxZHPh+K3JUOxe3+p0HvMvhcZya7xPtIcQUlM7TpintAcQQvZRS5Ez6PW/qYloSWexnQz+oFRc7VY9+pZT+dg1IC28AleN26rfkVERERERERERPYJVVZg5xMjEDi4V3Xb5PZdcMpdEyxoFRERERGRMzBxiYjIpexOmDArQFKp5iRCNlBMLamj5ne67PV+CIWA7FsKUK9nPs4brj0oy8pgeSNYHZStRkuAX7RATpk+lpjgRbeOTVS3i3asSElyZrErgFShpY8bFZTstABjLVWktCZimsXIZEsrElJFmBXsHIvTxlIrCY0J8GFqaW+LWmQsq+dhVvYlvfcu0ffL3I+TE32q807gxNik5b5nRyKBkQknTkiEeGbKWnTO/QjTPi5CcWkAgL55iEz/iOWGy9qgfloiyioCjrgXxQM7F2Qwa06htb9pTWiJh/mBGf3A6LlatHv19X3bYMq4bHw7tb8jkj6JiIiIiIiIiCh+7H3tYZSs+1J1O99JJ6PF2JnwJiZZ0CoiIiIiImdg4hIRkcvZtcq2WQGSZlVzkknq8Ho9+PDzX9Bt1Pxq20ejFpRlR7C8EexOjqvJqAA/mT429LI2mq4tqysf2V3RS2sfNyoo2UkBxlqrSGlZsd9MRiZbmpmQKsOuBCqnjaVWkLkOPq04D8GQe6sYWDkPM7sv6b13yb5f5n485NLTY847a9Jy33N7IkGk9qck+TCyf4bp7X/mzTV46N/fIRTltqHlfMj0j2jCEw6cci+KB3YuyGDWedTS3/QmtLh9fnD3c8sN7wdmzdWi3as7d2hse9InERERERERERHFj9/++w4OvTdRfUOvF80feQsJTVuY3ygiIiIiIgdh4hIREWlmVoCn0dWcZJM61LaPto9oQVlOqTailV3JcZEYFeBnVsUwwJ7KR1YEkMaqoKG1jxsRlAw4K8BYaxUprSv2m8HoZEs9CalGVi2zO2jdSWOp2WSugxIkoRQJJrcovpjRl/Teu7S+X+Z+HD7v9Al8di33PbcnEpyT2Qj3DcvCdZe0QmqyDyVlAcxZ9DMmzNhgavL0wy+vUt1Oy/kQ6R/R1Ew4MGtxhLrG7gUZjDyPNecYMv3NyIQWN84PVm06gMLvfxXaVqYf2DFXc3vSKhEREREREREROUNp0TrsnvB/Qts2uXk80s672OQWERERERE5DxOXiIhIFzMCPI2u5iSb1CGyfSTRgrI2bz8ivA8nJWA4md4AP7MqhtlR+cjsANJtewK49W/LY1bQ0BNkqCcoWWFWgLGWpBktVaT0rthvNDOSLWWTBc2oWuaGoHUjE7XsJHMdpKAMyagwuUVy4uU8iNJ779Lzftn78TmZjTA5rweSEn0iH01z4oQbEwmA3xPIpn1chOLSAADzk6dfmL4+aqWlmmTPh0j/ePrOzhETDr55qz+uvKhlteOZmbheVzhhQQa95zHaHAOAamW3pAQvE1oAPD9tvfC2spWR7JiruT1plYiIiIiIiIiI7BU4dhg7xt2AUGmx6rb1s69C4yFjLGgVEREREZHzMHGJiIgMYXSAp1ErH8smdVRWBoW3rylaUNY/Zm4U3gdXeLeOGatrW1H5qCYzA0iXrivH/W8cxYyC7TEraOgJMjy7XUO89ugfdFVUMDrAWE/SjGwVKSNX7DeKGavdyyQnmFm1zKlB62YkatlJ5jq4LOE7eD3OSBCKt/MgSu+9S+/7Ze/HTkicEGVlEpzTk6cBbedDrX88eFOnagkHy17vh1AIyL6loNZ1bFbiel0iO0dISvAZfg3oOY9qcwwAEfvbyP4Z+OL1fti3cAgm5/UwvI+IjBVOSaoNBkN4f8nPwtuLzBXDP5udczW3Jq0SEREREREREZF9QsEgdj0zGhW71P/9MrFVe5z6wH/g8fDvT0RERERUN7GkAxEROZay8vHkvB4oKatESpJfOohINrj14JEy4e1rihSUJRvQee8NZ2o6NmljRB9TyCbJTc7rYUhQnBJAKtJvZSp6rdlyGC99UIxAMPLrSgB0VkY6zslshDG5WcgvKIoZvF6zos6EGRswZ9GJpKjkRB9an5qKnfuKUVoWQGqyH4P7tEaH00/CY6+sirhfMwKMZxYU1Qr8VgJa8wuKMHV8tmpSm8h3AQADc1rgiT92dlyAtJJ0MnX+VtVtZZIth/bLQFZGOl7M34DZC0+cd+U83zcsC+dkNhIOvFf6nSwl2DnaMewIWjeizzmR0JiAAEYmL7KwVdHF63lQo/feZcS9LxgMoV3L+pic10PofmzWfc9INe9xqcl+DOrdGmNys0wbX2QSyKaMyzbkmCVllSgpCwhvn5rs03Q+ROZrXq8HH37+i9B1nNE8BQ+9uBhfbqxAWQVq3YsoOpk5wqknJ+OkXjNNuQZE5hQ1ic4xVkwbUK2/bd5+BP+YuRF971oY87MEgyHp54maY0VKkg9X92qFB0Z0ROcOjSNuY8V4EovsdX9Nr5ZRv49on+2JOzpbOv8nIiIiIiIiIqK6Z9+hUjTtO6va7379bAiaNEyW2s/+/Gdx7OtPVLfzptRDi7Ez4UtrILV/IiIiIqJ4wopLRETkeHpWPpZdFbxRgyTh7WuKFMAvkzgFAJmt+YcqO0TrYzIrm9tVAUJPtaNY/jXrh6hJS4rwChp6K+qUlgewdcdRVFQEMDnvQhxdOgxTxmXjwRvPNrwyVjRGVatQ+y58XmD649n4cELvqEGXdq+qb9Zq90rwuVIZQznPyvdgRdUyM6qtaWVHhRSriIwJT6dOQQffTotbVls8nwc1eu9det4fqcLVTeO/wJZfjsa8V5l13zOKmVXjopFNIDPq3iIzzwaAQb1P13U+Yj0TyFzHndql496r0jDzrydh34Jra92Laop0T7b7Pm0nkTkCAGzdcazWNdBl+Ed488MfDfne1OYUNcnOMZRkuG6j5se8nrVW64s0VpSUBTDz0204b/g85NzyCZ6Zstby8USN7HX/5+EdI/4+1lj52Cur8MQfz3XEXI2IiIiIiIiIiCiaY98swP63nhTa9tQH/oOk1h1MbhERERERkbMxcYmIiOKabHCr3+8V3j5ctAB+2cQpO6oCUG1aAhDtPNdGJ5kEgyHMXbJDaNvwAGiRhBC1wOJAELjtb19h7ZZDVb+TDUzVysikmVjfxcrpA5F7RduI79Ma/Go0mUQ0LSIFn1sZeG9Vn1JjRaKWnWJdB18+m4X+iStsbuEJ8X4eYpG5dyUmeGvdu7Te+/Qm95iVXKmXXUlwbkie9nhOnDezaLmOvR4P0lKiV8eJdE8eeN8iDLxvke33aVlGJlqpzRFiCQSBmx//EqnZ0zHskaVYtemA7vaILHKhZY4hcj0Pf6xQ01imtm8AKPz+Vzz07+8cl1Qrc9337Ny0qnJUOJHv9rFXv8d9w7Jsn6sRERERERERERFFUr77J+x8+iYgpP4310bX34cGOddY0CoiIiIiImdj4hIREcU92eBW0VXEw/2hU5OIQVROrwpAtYkEU0cK/rTzXBudZHIiADogtG3NAGgzK+roqb6mxoykGdnkmFh9z8gKBaKsrkxkR+C9mX1KjV0VUqwW7TrodHqq3U0DUHfOQ7SkBZl7V0VlsFpSqez7lXufEck9ZidXavXC9PW2JMHZmTzdP7s5PAJD6FN3nmfa+TDjOo52T55XuAPzCnfETFJxUjUmsxKio80R2raoJ/T+svJgtcpCZiffaJljiMxZgyFoGstE9i3CrqRakedlnxf41wMXRHxN5nnAzrkaERERERERERE5175DpfB0favaz75DpZYcO1hWgh3jhyJ49JDqtqnnXoSmo8db0CoiIiIiIudj4hIREcU92eDWDUWHpQMNV248GPU9Tq0KQCeEB5eKBFPnPlaItJ4zIgZ/2nmujUwyOREA7RPaNloAtN0VdWSZmTQjEnApUonq5se/RFrPGZZWdrCyMlFdq1BnV4UUuzg18Djez4NI0sKY3CyhxJNQCBED5GXvfUZVuLI6uTKW1ZsPYmReIaZ9HLtSlMLoe5xdydMzC4qQ+2hhzAUlPR7g6Ts748EbzzbkmJHIX8exk7NFquHUVBkIYUReYcRqTKs2HbAlkUlPZTOR5Kuac4TflgzF7v3ygQGF3/8qVGlND9k5RlKCT3jOGkuksUxmPizCjqRakefraY/3jDhfdPLzABERERERERERkYi9r/wFZVtWq27nb9IczR95Cx6fu/9Nk4iIiIjIKExcIiIiXZy0ongsosGtSqCi7MeJFczs1KoAdV2kYO5rH1isGqQaCgGl/wt4rRn8afe5NirJxOv14JpeLYS2lQmAdnKCgN1JM6Ir75eWBYQCjo1mRdJJXatQZ3efoxPi+TyIJi2c3a4hEv1ifxqIFEQuc+8zOmDdyuTKaJTvWTRpCVC/x2mZX1udPC2a3PP2Uzl48KZOhhwzGvnrOHZyttZqOIEgIlZjOm/4PEOrHYnQWtlMS4UmZY5QVhEQnueJtMfI50zZOYaez1JTzbFMZj4swq6kWq3Jo05+HiAiIiIiIiIiIlJzZPEcHJ73hup2noREtBibD3/Dpha0ioiIiIjIHZi4REQUx2oGexkZ/KUlqM1uIsGtWgMV1YKZnVQVgKIHcxftPKZpf+HBlk4410Ykmdw9pD18KjNF2QBoJycI2Jk0o2Xl/WgBx25XlyrU1bVELaeK1/Mgk7RQUlaJsoqg0H6jBZGL3vvMCli3q6KXlso8QPR7nJ75tRXJ0+HPEqJz5o+/2Kn5eKKMvI6NroYTTrTakRG0VDbTU6EJkJvnxWqPWc+ZMnMMvZ8lXPhYtnrzQdzx9NeG7FdhZ1KtluRRJz8PEBERERERERERxVK+qwi7X7xTaNtT7vw7Ujqcb3KLiIiIiIjchYlLRERxqGawV1r2DLS96l2k9ZyBej3zUa/nDIzMK9Qc/KU3qM1u0YJb9QQqigQzO6EqAGkPMlYTHvxpxLm2u5pZp3bpuPeq1KjJS1oCoJ2eIGBX0ozWlfdrBhzHA7urllmtLiVqOVk8ngeZpAWjgshF7n1ajmX3/TAWrQnvke5xRsyvzUqervlsUa/nDOQLzvdFKmcZwajr2OhqOJGYnXyspbKZ1gpN4bxeD7p00Hd/nvnpNtOeM2XmGDJzVjXKWKalOpuIQb3tT6qVSR51+vOAXk6+ZxERERERERERkXbB8jLsfHIEgsVHVbc96bIRSO8/2oJWERERERG5CxOXiIjiTKSgx9LyAIp2HkNpWQAAUFIWwLSPi9A59yM88+Yaqf0bEdTmVFoDFWWDme2qCkAnaA0yFlEzOFfLuXZSNbOcsxLx99H1Mbzf6YYFQDs5QcCupBk9q/pbFRCuhdbATSdULbNKXUvUcqp4Ow+ySQsADA0ij3XvkwlY792tGW4a/4Uj7oeRaE14j3SPM3J+bXSifKRni5KygPBcSqZylh5GXcdGVtqJJVrysRFJD1oqm2mp0FTT6s0H8eWaX6XaWlN5RdDU50yZOYbInFXE4D6tsXbLIVMWTgCAOwZlGr5Pszn5eUArJz3DERERERERERGR8X59/VGUbl6lul3yGeei2T3/gMfDWBAiIiIiopqYuEREFEdkK8mEQsBDE1fhmSlrhY9hRFCbU2kJVHRbMHNdp6eqlgi9wblOrGbWppkPrz3SzbAAaKcnCNiRNKNnVX+rAsJlGBG4WZcq1NWlRC0ni6fzoCVpwcogcpFjeT3AJ1/sdNT9sCYtCe/R7nFmzK+NSJQ3okplrCpdRjPiOjay0o6a8ORjI5MeZCubJSX4pCs0RTJhxgYEgsLN1MSI50y1OYaSPHZ2u4Yx56w+L+BTub6UcdOshRMSE7zo1rGJ4fs1m9OfB2SpPcO9s/Bnm1tIREREREREREQijh6viPz7Lz7Eofcmqr7fm9oAzR+bAW9SitFNIyIiIiKKC4YmLg0cOBAbN240cpf0P+vXr8eAAQPsbgYROZzWgKiHJ34nFBQnu4K/U6uARCMTqOj3eVwZzFzXaa2qJUpPcK7Tq5kZWSnM6QkCdiTNaF3V34yAcD3VHoxOvqsrFerqUqKWk8XLeZBNWkhJ8lsaRK52LJ8X8Hg8jr0fKmQT3kf2j3yPc/L82ohkC5EqXUYy4jo2qtKOGiVx0Ix7p0wVtbKKgHSyY01mLw4QzqjroOYcI1LyWMFXuzDjyZ4R56wrpw/EtMfVx82z2zU07bsZelkb186RnP48IErkGe6WJ5dj256AxS0jIiIiIiIiIqJIQqEQFq/YjZsf/6LWa5nXzsXgvy7B4hW7EQqd+HtPxd5fsOvvdwjt+9Q/v4zE09oY2l4iIiKiuox5KeaxKy/F0MSl+fPn45xzzsFtt92G3bt3G7nrOmvXrl0YPXo0zj33XHzyySd2N4eIbBYMhVBaHooYqKUnWCwUOhGYqEbLCv5uIxKo6PMC37zV35XBzHWdlqpaMvQE5zqlmpmepBUZbkgQsDJpRi2QPxojA8L1VntwevKdG9SVRC2nc/t5kE1aUD6nlUHksY51eY8WCKjcg5xQ3VPmex7ZPwNvRUn8ctL8OnwOYEQiilFVurTQcx1rvSfLSk32Y/P2I6bcO2WqqGlJdqzJ7MUBwplxHcRKHst9tBCXdT8t4pxVZNzU8t0kJ/rgUel+dl5fRgl/Hjjy+VDs+XQwJuf1cNTzgBrRZ7gPl5da1CIiIiIiIiIiIormu00HcPaQD3HJHxdgXuGOWq8H/vd38Uv+uABnD/kQK9ftxc6nRiF49JDqvtMH3IIGF11rRrOJiIiI6izmpRjP7rwUQxOXACAQCOCNN97AGWecgby8PBw7dszoQ9QJR48excMPP4zMzExMmTIFgQBX5iSqy1ZvPohb/7YcQ5/9DTc8+xuaXvZerWByvcFicxb9pJqoYERQm9OJVByY9nhPdO7Q2OKWOZdViS5GkAkybtuiflV/Nzt40AnVFmomrTS97D289MFx01cHd3uCgJHCg1+TE32q2xsZsGpEtQenJN+RO3hTG6B+zjVVP/W696t6rV73fqifcw28qQ1qvc9N9xw7ySQthLMyqTTSsSbn9cB/v90j9H4nVPcU/Z7H5HaM+roT5teREleHP1ao69nCyCpddlDuySP7m1f15dSTk5H3n+9NuXfKVFHTmuwYTu/iAD4vkJQg9idKo68D0cTrtVsORZyzqo2bMt9NSpIPRz4fiuPLcjHjiZ6WVMGz2+rNB3HT+C/Q7LLZaHDRTOnEeTvJPMN9ubECwRDnLkREREREREREdvns613IubUA64sOC22/vugwcm75GIu+V98+KeNsnHLHs/oaSEREREQRMS/FGE7JSzE8cQk4UVa1uLgYf/vb35CRkYG//e1v+O2338w4VNw5ePAgxo0bhzZt2uDZZ59FcXFxVflZIqqblGDyGQXbUVZx4nfFpYFaweR6g8WKSwOqK1cbEdTmBlZWHHAzvdVZ7CIaZPzuc72qAhDNDh60u9pC5KSVABavqcD9bxzFOwt/NvR4bmVFwoQS/Hp8WS4mj73QkoBVIyolOSH5jtwloWkLtMibUfVz6p/+VfXaqX/6F1rkzUBC0xZVv3PrPccuMkkLkViZVBp+LLvvh7L0fs+A/fPraImrMz/dJrwPn9dj+JzZCUmK52Q2wssPdjdt/1t3HIu4qmckWu6dMs80WpMdFTL9uM1p9Wq1Z+X0gRhyaRuh9xt9HRiVeB1t3JT5bq7vezrqpyXC6/XUiWdSIxLn7SRzzyqrAMorTG4QEREREREREVEdd/R45D/AfLfpAK55YDGOl8j9m0JxpRd3H78dGypbRt3Gk5yG5o9OhTcpRWrfRERERCSOeSnaOS0vxZTEJY/HA4/Hg1AohP379yMvLw+tWrXCgw8+iL1795pxSNfbuXMnxowZg9atW+OJJ57AwYMHEQqFqr5LIqqbZILJZQKiIhFduVpvUJtbWFlxwI3cHGQmuwK9EoBoVPBgpEBcO6stqI0zgSBwy5PL63RygB0JE16vBzcNPMOSgFUjAnbdlmwQL5wQ2G8FN99z7CRy33JaH3JC9SFZRswP7Jpfq80BRA2/IsOwObPTkhRl+mRyog8j+7fVtZhENFrvnaLPNEYk4Yn247l/vzhie0Te7/PC0OvAqsRrp1XBc8LYb0TivN1kxoekBCAxweQGERERERERERHVAaFQCItX7MbNj39R67XMa+di8F+XYPGK3VXBmKFQCCPzlkknLSlKkIyHikchWmznqfe+hKRW7TXtm4iIiIjEMC9FnlPzUkyruARU7yhHjx7F888/jzZt2uDOO+/Ejz/+aMahXWf9+vUYPXo02rZti5deegnHjx93RMcgImeQDSYXCYiKRnTlaiOC2tzEyooDbhEPQWZag4z1BA/GCsS1s9qCUavMm82uAEu7EybMTqI0KmDXjckGbua0wH4zxcM9x07RxhAAjuxDdlcf0krvWG3X/FpkDqBGSbYwYs5s9z03Epk+OeTS0/HW+N/7wXfTB6Bti3qGtEPvvTPW+VHmWEMubaMrCU/r4gA13x+7C3mwoeiw2scVZlbidc15q1Oq4Dlp/uCWZ5BYZMaHC89MgJd/5yUiIiIiIiIi0uW7TQdw9pAPcckfF0SsZh/43797XvLHBTh7yIf4btMBLFm5B+t1/k3xx2BzfFt5RrXfHQzWQ9bhV5D+UAU8Xd+Cp+tb2HeoVNdxiIiIiCgy5qWIc3peiimJS8CJThKpo5SWluLVV19Fhw4d0Lt3b8yePRuVlXVrxfWysjJMnToVPXr0QKdOnTBlyhSUl5fX6hjh3yER1T1agsnVAqKikV3B3ajKM+RO8RBkBugLMpYNHhQJxLWj2oJVq8zrYWeApZMSJsxKojQqYNetyQZu5MTAfjPFyz3HbuFjiNP7kJure+oZq82s7BhtO9E5QDRGJlQ56Z5bk2yfVPrBOZmNsHu/Mf9Qbca9M9Ica8KMDbhvWJbmJDy9/TgrIz3m5wwEje0HRidex5q32v0M7aSxX88ziBOqRYUTHR+uvCDZohYREREREREREcWnz77ehZxbC4STkNYXHUbOrQUY+5/vDTn+zPKLqv13Qot2huyXiIiIiMQwLyU6N+WlGJq4lJCQAABRP2R4RwmFQliyZAluuOEGtGjRAg8++CC2bNliZHMcZ926dbjnnntw2mmn4aabbsLXX39d9V3E+s4UiYmJtrSbiOyhNZg8UkBUQoxAGq0Bh2ZXASFnckOiiyyzq2qJBuICMKTagkwwn1mrzBvF7gBLNyVMaA3iNDJg183JBk4Wfm6dHNhvhni859jNDX2orlX3DGdWZcdIZOYAAJDbr42pyRai99wJM9ZbnrSgtU/KfsfRmHHvVJtjzVqwTfP8WE8/tnruZWTitci81a5naKeN/VqeQZxULSqcyPjw+qMXoE0zn8UtIyIiIiIiIiKKH99tOoBrHliM4yVyf289XlKJwlW/GtKGhRXn4ljoxOI0nsRknDpmoiH7JSIiIqLomJcSmxvzUgxNXFqzZg169+5dq0MAsTvKr7/+iueffx7t27fH+eefj2effRZbt241smm2Wbt2LcaOHYuzzjoL55xzDiZOnIhDhw4JdYzw3/ft2xerV6+27XMQkfW0BJMrwc1nt2tYLSCq9KsR+D5/IEb2b4vUZF/Ve4wIODQ76YOsFysBwumJLk4kE4CpZyV2LcF8Rq8ybyS7AyzdkjChN4jTyIDdupxsYIZI5/baBxa7JpnOCLznGM8tCZl2VyaxmxmVHWtKSfIjKUHsT0KpyX5MfbynackWMvfcqfOLbEla0NInkxJ8Vc9eWplx77RqjiXbj42ee4kmdRuReC37nVr9DO20sV/2GeT9Jb84plpUJGrjw/V9WtnaPiIiIiIiIiIiNwuFQhiZt0w6acloAfiwN5gOADjl/55HcuszbW0PERERUV3AvJTa3J6XYmjiUvv27bFgwQLMmjULzZs3j5idpXwJ4V9OeGdZuXIlHn74YWRmZuLcc8/Fk08+iTVr1hjZTFMFAgF89dVXePjhh9G+ffuqz7Bhw4aYnztax2jRogVmz56NTz/9FJmZmXZ+NCKymEwwee9uzXDT+C9qBa6v3XKoKiDqnMxGeGt8No4uzWWFJIpIJAHCyYkuTqQlAFPLSuxaKxMZmbRiNLsDLN2QMGFURSojKyU5NdlAa0Uqu0Q7t0U7jwm9P16qD/GeYyy3JGQqWN1TjNYklLVbDqG8Mih0DGUOYFayhZbKRHYkLYj2SWVOfVKvmSguDQjte2BOC8vunXbPsaIxau4lm9RtROK10d+p1nlLpPc5ceyX/VvHjeOcUy0qGt6ziIiIiIiIiIjMsWTlHqwvOmx3MwAAx0NJaNBrENL732x3U4iIiIjqBOalxF9eiqGJS4rBgwdj06ZNeOCBB+D3+2tlcClifTGhUAhr1qzB2LFj0blzZzRp0gTXXXcd/v3vf2PdunVmNFuTYDCIb7/9Fs899xyuuOIKNGzYENnZ2Xj22Wfx448/qn7GcOGvJSQk4MEHH8TGjRtx3XXXWfuhiMgxRILJvR7gky92Cgeus0ISRSKaAOHkRBcn0hOAKXqt6l0138ikFaM4IcDS6QkTRlZLMLpSkpMCN/VWpLKD2rkVES/Vh3jPMZaTEjJlgvLD74duS0JUmNlurQkTE2ZsQEigOR4PTJ8DyNxza7IjaSHWHC3SnFqN3+fBE3/sbMm90wlzrGiMmHtpTerWk3ht5Heqdd4S631OGvvDiT6DhEJwZKJdNPx7CxERERERERGRsV6e/YPdTahy0ilN0Oy+f9eKfyQiIiIiczEvJX7yUkxJXAKA1NRUPPvss1i7di2uvvrqiCWoFNGy3cJfO3DgAN5//33ce++9OOecc9C0aVNcdtlluP/++zF16lSsWrUK5eXlZn0cAEBxcTGWL1+OSZMm4e6778ZFF12Ehg0bonv37njooYfw6aef4tixYxE/S6QsNkX468CJC2zt2rV46qmnkJqaaupnIiJnUwsm93lPjCFOX304XugJOnVyoK1sAoQTE12cyorkF70rvIuMM68/eoGlSSfHSypsD7B0esKE0Sv7m1Epye7ATaMqUllN5NyqiafqQ7znGMcJCZlmBOU7mdnt1powIfO+BL8XZ7drqLmNImTuuZE4JWlBS+JpzeRgs++dTk1iAfTPvfQmdWtNvDbqO9U6b1F73/uLf7Z97FeEPxOLJM5PGdsD//12j9C+nVApkIiIiIiIiIiIjHXkWDnmLvnZ7mYAAPwIoPNDL8CX1sDuphARERHVScxLiY+8FNOj2TIzM/Hee+9hxYoVePjhh7Fw4UIA1bO4woX/d6SOpNi/fz8WLlxYtT8A8Pl8OP3009GiRQs0b9686n+bN2+O9PR0pKSkVP0kJycjMTERZWVlKCkpqfZz6NAh7NixAzt37qz6319++QW//PJLzPaqtTnadso2l19+Of72t7/h3HPPjfgeIqqbhvbLQFZGOv4+dS1mL/oJZRVAarIPg/ucjgO/lWFe4Y6Y71cC+aaMyzatjcFgCCVllUhJ8sflysKrNx/EhBkbMGfRdhSXViI12Y9BvVtjTG6WaiCbnvdaRSYBQgnemzo+O2pgoGx1lnimBGBOnb9VdVstyS+yAcuT83pEPIYyzryYvwGzFyp91YcLMr248oJkXN+nlVS7tFKul9kLfxJ+j5kBlmNys5BfUBTz+rAjYcKo816TErA7Oa+H68d00eDlrIx0R41VMuc2lniqPsR7jnHMviepmVlQVOs8KsH1+QVFmDo+O2KSpNb32c2KdmtJmEhLSZB6X3lFsOp9ZhK558Yic78zywvT1wu3PzXZj8F9WuO+YdqeCbQ+fykJjCLn344kWD1zL9lnmmiU5DFRRnynWuctIu+7cfwX6Hdhc9W/GwDmzR9iPROvmDagxjPI79dGu5b1MTxvmdAxwsc4IiIiIiIiIiKKDzt+LUZA52J/Rul/ZginnHu+3c0gIiIiqvOYl+LuvBTLIhC6du2KBQsWYMmSJXj44Yfx9ddfA4j8RUX672gZceEqKyuxZcsWbN2qHoglS+REq21bc3tlu5ycHPztb39Djx49dLaSiOLVOZmN8Noj3XBt10MorwAGXHEpUlJSUD8nX+j9ZgXyuSEpRy89QaduCLTVmgAROdFFXwBmvDIz+UVrwHIkNZNWEKzAwoWfSbdJq0jXiwgzEzScmjBh5HmPRDZg12lWbz6Iax9YbEjwstVkzm00Hg9wRY/mBrXIPDJB97znGMeuhEwzg/KdmIRoVbu1Jkw4MXlF7Z6rxs6khdWbD+KF6esx7WOxSn4pST78tmQo/H75Iuh6n7/sTmBUo3XuZVZStwgjvlOtSVei7/N4Tnx3diTjizwTR0ucDwZDjhuriIiIiIiIiIjIOseKK+xuQpV7773C7iYQERERURjmpdTe3g15KfJREjr16tULX375JebPn4+LL764WomqSJ1AEV7Oqub2sUpfGfUT7VjR2lZTze0BoF+/fli4cCGWLFniyM5BRM7j9XiQnOiB1+vRFLiuRzAYwvGSCgSDJ8awmQVF6DpiHqbO31rVDiUAqeuIeZhZIBa4p6cNZhMNOl29+aCh7zWS2nempx8piS5Hlw7DscJhOLp0WFVFJvqdEoDp90We4+hJflECj0WIBvMpSStWBqqqXS/RWFHtaGi/DKyYNgCjBrSt+q5Tk/0YNaAtVkwbYEvyoRnn3Un0jPUzC4rQZfhHKNp5TGj72Qu3W3ZPESFzbqMJhYDcRwtNuQ8bYfXmgxg1dhnq5+SjXs981M/Jx6ixy7Bmy+GY7+M9xxhm3pNikQnKN+J9drOq3UrChIjwhAmt7zNbpHuuKLvud8ozkWjSEgCUlAVQVhHQfCy9z19jcrOijgEKOypKKrTMvax+Nq5Jz3cqm3SlzFtk3rfomz2YMs76sV/mmTjSM4hTxyoiIiIiIiIiIrJGvVRnLLR4Vpv66NWlmep2R487J9GKiIiIqK5gXoq78lIsT1xSXH755Vi0aBFWrVqF4cOHw+/3Rzzx0UQ6iYpoJ1PPj8hxa4rUkZKSkjB69GisW7cOH3/8MS655BK9XyUR1VFWBa5HCjAeeN8iS5NyogU5m530oyfo1O5AW9HvzIh+ZEeiixuEJ1+YlfwSL8F8ItdLTVZWO3JawkS8nPea9I71SnBsICh+TDOCl/WQObexWJUcKytW0H32LZ9h6bpy1X3wnqOf1QmZVgTlOykJ0ep2a02YcGrySs177ogrxPqjHfc7rYnXWp7NjFwUwa4ERhmycy+7k7r1fKdak65k33d1r5aWJ+Mb8Uzs1LGKiIiIiIiIiIjM16JpKnwqfxsyW1qSB289cVG12L/FK3bj5se/qLVt5rVzMfivS7B4xe6Y8YREREREZDzmpbgjL8W2xCXFOeecg6lTp+Knn37CX//6V5x88slRs9fUmJHRJtoZFNGy3k499VSMHTsW27dvx6RJk3DmmWfq++KIqM6zInA9WoDxvMIdliXl2FHZCdAXdGp3oK3MdxavCRB2ipZ8AcCU5Be3B/PJXC+AvdWOnJQw4fbzXpMRY72WBDgnVqQSObcCj0aOq0IjEnT/0gfF2LYngB9vOAMb+6Si7KcT7be64mJdIJsUoOccWBWU75QkRKvbrTVhwunJK8o998/DOzr2fqflvgNom1MbvSiCEytKRiI693LCM43W71Rr0pWW91mZjG/UM7HTxyoiIiIiIiIiIjJPg3qJuKZXK0P2ldO5KdJS5P5NMDUhhLkv9MF5HRoDAL7bdABnD/kQl/xxAeYV7qi1feB/fxO75I8LcPaQD/HdpgOGtJ2IiIiIxDEvxdlsT1xSnHrqqXj66aexc+dOfPDBB7juuuuQmJioubNYKVqnSElJQW5uLj799FP88ssvGDt2LJo0aWJza4konpgZuK51BfFwepNyjFxZXJaeoFM7A221fGfxlgBhJ5HkC6OTX9wezCdzvQDAnk8H21rtyCmcfN5lExyMGOtlE+AUTkzIVDu3Pi+Q6Bd7jLOiCo3o+RYJug8EgQ+Xl1b995qfim2puFiXqN2TjKh6aWVQvhPY0W6tCRNuSF5x6v1O631Hy5zarEURnFZRUi8nPNNo+U61Jl3pSdayIhnfyGdiN4xVRERERERERERkjv8b3N6Q/Yy/vTOWTuqH9uklQtu3T/sNS9/oj77dTwMAfPb1LuTcWoD1RYeF3r++6DBybi3AZ1/v0tpkIiIiItKBeSnO5JjEJYXf78fAgQMxe/Zs7N69Gy+//DKys7Ph9XqjdhYrO0y0cl1K2/x+P/r06YM333wTe/fuxbRp09C3b1/HdWoiig9mBvJpXUE8nN6kHKNXFpehJ+jUzkBbLd+ZUwNC3cbORDs3B/PJXi9pKQkmt8g9nHbetSY4GDHWyybAAc5OyIx1bpe9fjnKKoJC+zGzCo3M+ZYJuv9yYwWCIQ/ml3fFhX/dYHnFRfqdUVUv7QjKt5Nd7daahOKG5BWn3e8A7fcdLXNqsxdFkEliEU1WtaNSnpOeaWQTg7QmXelJ1jL7HBn9TOyGsYqIiIiIiIiIiIzXq0szdMxI17WPs9qm46IupyDzt2/xXmgMpqRNQC//6lrb+RDAZQkrMe20KVg7dwi6ZJ0IAv1u0wFc88BiHC+R+9vr8ZJKXPPAYlZeIiIiIrIR81KcxXGJS+HS09Pxxz/+EUuXLsWvv/6KmTNnYuTIkWjatGmtMlmRTpyezqO2r/DjN2/eHLfeeivee+89HDhwAAsWLMCoUaOQlpZmyPdARBSLGYF8WlcQr0lPUo5ZK4uL0ruCtR0Bq3q+MycGhLqNluQLIwMG3RrM59bAdKdwynnXmuBg1FgvExwLuCMhM9q57XZWE9ur0Mieb5mg+7IKYG15czxUfKMtiaBWsiOwX5TRybh2BOXbyc52a62kYkUFFj2ccr9TyN53RvbXPqd2QvUx0WRVI6q06eHWZxqtSVda3mfVOTJrju/0sYqIiIiIiIiIiIzl8Xgw9fFspKVo+7tnWoofb43PRuC3/dj19z/C4wG6JfyIJ1On19r24/pj8WL9ybjm8fFIaHQKgBPxgSPzlkknLSmOl1Ri1NhlVfGNRERERGQf5qXYz/hoBpM0bNgQQ4YMwZAhQwAAK1euxOeff45vv/0WK1aswNatW2u9RzmherLKaj44eL1eZGZm4vzzz8f555+PXr164ayzztK8fyIiIyiBfJPzeqCkrBIpSX5dgTxaVhCPRE+SgZaVxY2uxDImNwv5BUUxk1GiBZ3qea9Wer+zczIbYXJeD/zrgW4AwIAwCbLJF/fecCb+MXMj5izajuLSSqQm+zGod2uMyc3SHYCrBPO5iR3XS7yx87yLJjhkZaTX6t9GjfVKcOzU+bWfCWpq26I+3n2ul6OTlsLVPLcyn9WMZD8t51sJuhc510kJwDvHu6MSvpjbKYmgU8Zly38Im63efBATZmww5R5gFJlkXJFzoATXR+s7akH5su+zm1vb7QZOmefIjMUj+2fgrfHaxyq7x/2ZBUW1+rKSrJpfUISp47MxtF+G8HZmM/rZ2CpD+2UgKyMdL+ZvwOyFv98fBvdpjfuGRb8/yLzP6nNk5Rw/GAy56nwTEREREREREZG48zo0xtznL5auepSW4sfc5y9G5/aNsGPsEAQO/Rp7e08ZTh72F6Sdm1P1uyUr92B90WGtTQcArNt6GJ+v3IteXZvp2g8RERERGYd5KfZwTeJSTV26dEGXLl2q/vvw4cNYsWIFVq1aha1bt+Knn37C9u3bsX37dpSWlkrvPy0tDa1bt8bpp5+O1q1bo127djjvvPPQpUsX1KtXz8iPQkRkGKMC+WQCjKPRG4Ak0wazVhbXE3RqR8Cqnu/MDUHUTiabfNFt1HzbgzqdhAHe7qYnwcHIsV4kONbnhauSlqKxM9lPy/mWCbr/Qwc/Fq7rKNSW2Qu3Y3JeD1cFKDslsD8W2WRc0XNgRVC+k7i13SROdCwekys2phlxLKPHfdFkVZ/PozmJ2SxOSXKToTXpSuR9ehLN9Xwes+f4fI4lIiIiIiIiIqob+nY/DUsn9cPIvGVCiURntU3HW+OzcV6Hxjj08Zs49uU81fckndEZJw9/qNrvXp79g9YmV9/PnE1MXCIiIiJyMOalWMO1iUs1paeno0+fPujTp0+t13799Vfs27cPx48fR3FxcdX/lpWVITk5GampqUhLS6v6adq0KRo3bmzDpyAicgaZAONIjAhAsntlcYWeoNNI701J8mFwn9YYk9tR1/cTaUVpme/s6l4tq/6/G4KonU422c+KgEG3rTruhABvt31nTqA3wcHIsd6tCXBa+p1dn1XP+RZNLOvXJRlL1tpbcdEsdgSNa2Fm1Uszg/KdyK3tJjFWjsV2jfuiyaoPT/zO0CptdZ3WpKtY7zO6kp4oM+f4fI4lIiIiIiIiIqpbzuvQGGtnXYnPV+7FhBnr8VHhjmqv+30eXHNxK/zfoA64qMsp8Hg8KN+5FXtf/ovQ/k+95x/w+H//+9qRY+WYu+RnQ9r+3uKfceRYORrUSzRkf0RERERkLualmCNuEpdiadq0KZo2bWp3M4iIXEU0wPiK7BZY9M0eU5IM7KwoES5W0KlawPk5mY1w37AsBIMhvPvf7SguDWDOop8BeDStAq22orTIdwYA+QXb8P6SX3DJ+c1Q8OVOxwdRO53eZL9wegMG3bzquF0B3m7+zuxmRIKDkWO9ExLgROntd3Z8Vj3nWzXoHgHcc1V9ZLbwIdlTjtKQ+j/cmFVx0Sx2BY3LsqLqpRlB+U7m1naTOivHYqvHfZlk1a07jglt58ZKefHArEp6osyY4xudDMwFDIiIiIiIiIiI3MHj8aBX12bo2DYdTfvOqvbaD+9eg4wW9av+OxSoxM6nb0ao9LjQvhNPa1Ptv3f8WoyAyr/riAoEQti5r5iJS0RERERxgHkp2rknyouIiCwluqr30H4ZpgX5OK16RnjQqWjAuegq0CLfoei+Yn1n4YpLKzGvxipEkTghiNoNRJPGRGgNGIyXVcetDPCOl+/MLkYkOBg91ruhwolR/c7qz6r3fFcLuv9sG4rLgkhBGS5L+A7DGq5A4lmPAQD6Jq/DRyXnqR7DzIqLRrM7aFyGU6peErmFlWOxlceSSVYV5bZKefHCzEp6Moyc4xuVDMwFDIiIiIiIiIiI4kf9tOp/e9o/41mUbvpW8/6OFVfobVI1R48buz8iIiIiIrfx2t0AIiJyrqH9MrBi2gCMGtAWqckngo9Tk/0YNaAtVkwbUBVUrQQgmRE0J9oGK80sKELXEfMwdf7WqgAwJeC864h5mFlQBEBsFegReYUYeN8i1M/JR72e+aifk49RY5dh9eaD1bYVXVF69eaDEb8zvWYv3I5g0JjVhOKVknzh90W+DnwSsy4lYFCGTB+hE/id6ackOIiIleBgxlhv9L0pGAzheEmF7rHQjH5n5n245nH0nm8l6H7/tPOw4qR78e1J9+GptKlon7CnapsR9b+AH4GY+7ei4qKRtASN22lMblbU+5nCbeeAyGxWjcVWHUtJVjWS2yrlxQuZc+mGcySbDBxt7ib6XE9ERERERERERO5TsuEb7J/+jK591Es1dnGfmolVRERERER1DROXiIgoJiXA+OjSYThWOAxHlw7DlHHWVTlyShsUMgHnIqtAB4LAvMIdqoFSMitKA9W/s2H92sR8nwgnBFG7Qazki2+nDjA1YFC2jxC/M6MYleDgpLE+3OrNBzFq7DLVBNOaoiU6ub3fGXW+vV4PUj3l8HpqfxftE/bg6dQpUY9jdcVFI7gtaFwtGdeN54CI5Mgkq7ZtUU9oO1Zps4dRieZOYUQyMBcwICIiIiIiIiKKX8GSY9j5zM1AMPYieWpaNE2FT+XfxET5fR40b5JqyL6IiIiIiNyKiUtERCTEyhXEndwG0YDzCTPWC68CHW0fSqCU3hWl31/yi+Z2KJwQRO0W0ZIvOndobFrAoFGrjtcl8fqdGVUVSIbRCQ5OGOsVWlbij5XoFA/9zqqElv6JK/Dls1mOqriohxuDxu2uemnHeEZE1Ykmqz5153ms0uZw8VRJz4hkYLcnkhMRERERERERUXR7X/4LKnbpr6bdoF4irunVyoAWAddc3AoN6iUasi8iIiIiIrdi4hIREZEg2YBz0VWgo1ECpfSsKC3z3licEkTtJpGSL8wKGDRi1fG6Jt6+M61VgYxid4KDGbSsxK+W6PTWvC1x0e+sOt+dTk91ZBUurdwYNG5HJTS7xzOKf8FgCKXlIQRDTIpTI5qsen3fNqzS5nDxVElPbzJwPCSSExERERERERFRZEe/+BCHP5miul1C87ZC+/u/we11tuh/+xnUwZD9EBERERG5GUsnEBERCZJJdCgpCyA12YfiUn3lx2cv3I7XH70Qqcl+oWPXXFFaWY1aT/KS04Ko3UwJGIyWDKE1YFDmPLN61gnx9J3NLCiq1aeUZJn8giJMHZ9tSuJQMBhCSVklUpL88Ho9VQkOk/N6VPu9W8msxD9lXLZQotOtT36J5CQfSsvU7w1O73dWnm8lEdTtzLoHWMGqc2DXeGakmmMjOcfqzQcxYcYGzFn0E4pLA0hKAAatWI4HRnZy5HXnFEP7ZSArIx0v5m+oWpwhNdmPwX1a475hWVXfneh2ZJ94OkdjcrOQX1AUc64W7TlWywIG8TAPISIiIiIiIiKKdxUH9+LQC3eqb+jz4+zHJiKUeZ7qpr26NEPHjHSsLzqsuV1ntU3HRV1O0fx+IiIiIqJ4wYpLREREgpREBxGpyX5cd4nYKtCxFJdWoqwioHlFaZnVqCNxchC1W5lRqUTvquN1Ubx8Z1qqAhlxzFjVUCJVG3MbLSvxiyQ6BYJA8yYpQvs1ot8FgyEcL6kwtVKAyPm2oh1uEY/VyYxix3hmJFaKcrbqFfFOJI+WVQAzCraj64h5mFlQZHMLnU20+podVdpITrycIz0VpGSf652cSE5ERERERERERL/b+/L9CBw5oLpdk1GPIUUgaQkAPB4Ppj6ejbQUbX8jSkvx463x2fB43PvvpkRERERERmHiEhGRizEQ2FqyiQ5/Ht4xaiCVKCVQakxuluq+oq0oLfJenxcYmNOCQdQWMSNgUE8fqavi4TuTqQpkhOqB3ydWqleqocRT4LfsSvzHSyqEE512/lpier9zSgKFU9rhNPESNG40q8czI9WVsdGt3J4U5ySiycnxkMQc7+LhHGlNBo6XBQyIiIiIiIiIiKi64lWfq26TctaFaDxkjNR+z+vQGHOfv1g6eSktxY+5z1+M8zo0lnofEREREVG8YuISEZELrdlymIHANpFJdFBbBVqEEiilZ0VpkfdOe7wnPpzQm0HUFjMyYFBPH6mr3P6daakKpEddCvyWXYkfgHCiU2l5AK89+gfT+p1TEijU2jFrmfqKd/EuHoLGjWL1eCZCdIGAujQ2upWbk+KIKDatycDxsIABERERERERERHJ8abWx2kPvgGPzyf93r7dT8PSSf3QMSNdaPuz2qZj6aR+6Nv9NOljERERERHFKyYuERG5zNJ15ci+5TPbA5LrKtlEh2irQA/MaSEdKKV1RWmZ9zKI2t309JF4IlONzs3fmWxVoJIysW2jqUuB37Ir8aelJEglOo3q386UfueUBAqRdoz+1zZsCjQ3tR3kHlaPZ7HIVgqrS2OjGzkxKY6IjCf7HOv2BQyIiIiIiIiIiOq6Jg2TEVoxCsGvhqLo/P9gQ/odaOQ9FvM9ze5+EYnNxP79L5LzOjTG2llXYvGrl2Fgzxa1Xvf7PBjcpzUWv3oZ1rx9JSstERERERHVIFfDlIiIbLVtTwAvfVCMQDDy60pAclZGOgNsTDS0XwayMtLxYv4GzF64HcWllUhN9mNwn9ZVlZbCKatAT87rgZKySqQk+eH1ejCzoChqYHe0QKlo+xKh573kHnX5PK/efBATZmzAnEW/X5eDerfGmNza12U4t35nSlUgkWD/1GQ/UpK0T/1lA78n5/Ww/DsMBkOGnr8xuVnILyiKmZCgJJgqiU5T529V3W94JT2j+51MAsWUcdm6jmVEO6aW9sZTaVNNawdZR+/1Z+V4FkukuZmyQEB+QRGmjs+ulljohrGxrtOSFJeWkmByq4jICWSf64mIiIiIiIiIyHn2TX0SpT9+r7pd/YuuQ4M+Q3Ufz+PxoFfXZujYNh1N+86q9toP716DjBb1dR+DiIiIiCheseISEZGLfLi8NGrSkoIrultDCTg/unQYjhUOw9GlwzBlXOwVmWuuAq2n0oueykisqlQ3iJ5nmepEIozen6iZBUXoOmKermp0brs2ZKsC6flceqqhmN0nZKujiJJdiX9MbpZ0JT3AuH7nlKoiMu34tOI8BEPuuN4oMqOuPyvHs2i0VCxzUqUot7FqvqAkxYkwMymOiJxJy3M9ERERERERERE5Q/HaL3Dg7RdUt/OffBpOvfcleDzm/ptU/TQuikVEREREFAsTl4iIXCIYDOHLjRVC25oZkEzV6Q04Z6BUfLEraUcLo5M9zEoeET22bLB5vNCaLCNLS+C3FX3CiIS1WGQSTGUTnYzmlAQKmXaUIAml4D/iuJXR159V41k0MhXLFEyKkWf1fMHr9aBLB7Fx16ykOCJyPrXnejc95xERERERERER1QWBY79h1zOjgZD632tO+8sk+Bow/oKIiIiIyG5MXCIicomSsgDKxPKWuKK7C7mt0gtVZ2fSjhZGB5ubnTyiRkuwebywKllGthrKrAXbTO8TViWsySSY6qmkp5dTEihk2pGCMiRDcHLjUvEa6GzG9Wdn8p/WimVOqBTlJnbMF1ZvPogv1/yqup2ZSXFEbhSv9y9ZbnvOIyIiIiIiIiKqK/b++8+o2Puz6naNBt2DtPMutqBFRERERESkholLREQukZLkQ5JgUQKu6E5kHbuTdhSiwYWiweZrthwWOq7d1Y60BpvHE6uSZUSroVzRo7klfcLqhDXRBFO7Kuk5JYFCph2XJXwHryf+rkmgdqBzvZ4zMDKvMG4Cnc26/vSOZ1oD7fVULLO7UpRb2DVfmDBjAwJB9e3+0KlJ3FY8ZQIKyWCizu+c8pxHRERERERERETVHfn8Pfy2MF91u6Q2Z6HJzeNMbw8REREREYlh4hIRkUt4vR5ceKZY5hJXdCeyht1JO0obZIILRYPN/z1rs9Dx7a52pCfYPJ5YkSwjWg1l/rKdpvcJNySs2VFJzykJFKLtGJm8yNR22CVSoHNJWQDTPi5C59yP8Myba6T257SkA7OvPy3jmd5Aez0Vy+ysFOUmdswXZPrqyo0HHXONGYUJKCSLiTq/c8JzHhERERERERER1VZ56Ffs+eefVLfzJCTitIcmw5uYbH6jiIiIiIhICBOXiIhc5MoLkuFTGbm5ojuRdexO2pENLpQJ4H1vyS8IhmJ/NruTR4LBEILBkOZg83hkdrKMWjWUIZe2saRPMGEtMqckUIi0442726CDb6fqvpyWtKNGLdA5FAIemrgKz0xZK7QvJyYdWHX9iY5nRgTa661YZlXlO7eya75Ql+8VTEAhWUzUqc7u5zwiIiIiIiIiIqotFAphzz//hMBv+1W3bTL6cSRnnGVBq4iIiIiISBQTl4iIXKRNMx/uvSrV9oBkIrI/aUdLcKFcAG8A5RWxt7ErIDg8mL/BRTNRVh4Qeh+r0RkjVjUUq/qEnuoo8c4pCRSqSW7ZjWO+f1OgOUb/q8hxSTtqRAKdAeDhid/F/CxOTjpw0vVnZKC93oplVlS+cyu75gtO6qtWYgIKacFEnd/Z/ZxHRERERERERESRHVkyB0cL31fdLrVzLzS69i7T20NERERERHKYuERE5DI5ZyVi2et9bQ9IJqrr7F7FX0twoVwArw+JCbG3sSMgOFIwf0AgWJDV6IwXqRqKVX1Cb3WUeOeUBAqt7fikuBOuP/oQZnx+wHFJO7HIBDqHQifG8UicnnTgpOvPyEB7oyqWmV35zo3sSiByUl+1EhNQSFY8J+poqdxo93MeERERERERERHVVnloL/b+a4zqdt566TjtL6/B42VIJBERERGR03CWTkTkQp3apTsiIJmoLrNzFX+twYUyAbzX9moJryd2AK/VAcFqwfzR1OVqdFqCNfWwsk/orY5SFzglgSK8HWp9ctueAB49NAiV8EV83e6knVhkAp0BYM6inyJ+D25IOnDC9WdGoL1TKpbFGzsTiJzQV60UzwkoZJ54TNQJr9AqW7mxrlZrIyIiIiIiIiJyqlAohD0v3YvAkQOq2za7+0UkNGlhQauIiIiIiEgWE5eIiFzMKQHJRHWRnUG4eoILRQN47xqSKbR/KwOCRYL5leMBzg42NzuhSE+wpl5W9QmjqqOQNWr2yZNHfIeHjo/CpkDzatt9uLw0atKSwu6knWhSkvxISYrd9nDFpYFawd9uSTpwwvVnVqC9UyqWxRu7Eoic0FetFI8JKGS+eEvUiVShVaZyY12t1kZERERERERE5FRH/vsOji77UHW7+tlXosEl11vQIqBJw2SEVoyq9tOkYbIlxyYiIiIicismLhEREZE0q6u4OJVdQbh6ggtFA3g7tUsX2r9VAcEywfwJfi+OfD7UkcHmViQU6Q3W1MvKIHFWR3GHiH2yLIgPKrrj+qMPYX55VwBAMBTClxsrhPbpxEohMoHOQOTgbzclHdh9/ZkdaM8FAoxlZwJRpL6alABc3CkBy17vG1f3inhLQCFrxFOijlqFVtHKjXWtWhsRERERERERkVNVHtyDvf/+s+p2vgaN0ezel+DxOPdvV0REREREdZ1jE5cqKyvx22+/Ye/evTh8+DAqKsQC2IiIiMg8epIu4jHZya4gXL3BhUYHm1sRvC4TzF9SFoDX63FcUKUVCUVGBWvqZWVCA6ujOJtqn4QPDxXfiKKG56O8AigTfOyzO2knmj8P7wjRfxOLND67LenAzusvngLt6wo7k93C++q+Bddi5l9Pwr1XpQknarsFrwvSyqhEHbuf+UQqtIpUbqxr1dqIiIiIiIiIiJwoFAph9z/uQeCo+r9rNrv7RfgbnmJBq4iIiIjIjZiX4gyOWFr1t99+w8cff4wvvvgCK1euxE8//YRff/211nYJCQlo3bo12rRpgzPPPBM9evRAdnY2mjVrZkOriYiI6paZBUW1gs+VpIv8giJMHZ8dMeB09eaDmDBjA+Ys2o7i0kqkJvsxqHdrjMnNiotAr6H9MpCVkY4X8zdg9sLfP+PgPq1x3zDzPuOY3CzkFxTFDMyLFVyoBPBOzuuBkrJKpCT5dQWvGr2/mpRgfpHkJScE89ckmlCUlZGuq8/IBGtOGZet+TgizO4TNSnVUchZhPokfHi3xZ9wbcIhJCWIJS858ToHgA1FhwGBWO1o47OSdDB1/lbVfTgp6cCu60/vvZCsZ/W9oaYTfdUPbxyvusnrgrRQEnWizVfVEnWc8MwnU6F19sLtmJzXI+b4Y9dzHhERERERERERnXBk0ds49uU81e3q97wa9XtdZ0GLiIiIiMgNmJfiXLZWXPriiy9w7bXX4pRTTsHw4cPxyiuv4JtvvsHevXsRCoVq/ZSXl+PHH3/EZ599hn/+858YMmQImjdvjm7duuEf//gH9u7da+fHISIiiltaq7hYUWHGCeyoOGHUKuBKsLlRQcNG7y98v0ZXELByRXijVn+PRTZY06qV8M3qE+R8Mn3yvSW/AAAuPFMs+eXUk5OxdsshzW0zg3KvVLuy1MZno6pe1AWsiOFevDeYh9cFaaW1KppTnvlkKrSKVm5kZU8iIiIiIiIiIntU7N+FPRPvV93Od9LJaHbPP+CJ48WqiIiIiEgM81Kcz5bEpZ9//hlXXXUVcnJy8MEHH6C8vLxaR/B4PDF/anacFStW4M9//jPatGmDO++8Ez///LMdH4uIiChuaUm60Jrs5GZWB+FqDS50K6OC+VdvPohRY5ehfk4+6vXMR/2cfIwysS9alVBkRrAmkR5yfTKA8grgyguSVa9zANi645jjEmBF7pUAcHmP5jHHZyYdyKlr90IiEbwuSCvZRB0nPfMpFVpFyFZuZLIlEREREREREZF1QqEQ9vzjbgSPqi9g1+yef8DfsKkFrSIiIiIip2JeintYnrj08ccf49xzz8W8efOidggAETPbFNG2Ly0txauvvooOHTrg6aefRiAQsPrjERERxR2tSRd6KsxYWQnH7erSKuBGBPPbsSK8VQlFZgZrEmkh1yd9SEwA2jTz4fVHLxBKXnJSAqzMvXLRN3tU729MOpBTl+6FRKJ4XZAeook6VlQVFWVGhVYiIiIiIiIiIrLeb5/l49jXn6huVz/nWjS46FoLWkRERERETsW8FHexNHFp+vTpuOqqq3D48OFqHQOo3SEiidRpanYwpaM8+uijOP/887F9u1jwGBEREUWmJelCa7KT1ZVw4kldWQVcTzC/XSvCW5VQxGBNchqZPnltr5bw/u/Z8Po+rbBi2gC0bVFP9X1WBUOrMSNBkUkH8urKvZBIRl24LrjogT2sqioqw6gKrUREREREREREZK59h0rh6fpWtZ99h0pRsX8n9r78gOr7felN0OyeFy1oKRERERE5FfNS3MeyxKVPP/0UN954IwKBQMTSWnqE7yN8399//z26du2KpUuXGvERqI4KBoP49ddfsWXLFvz444/Ys2cPKiu1VUIgInIjLUkXWgK47aiEQ+6kNZjfrhXhrUwoclOwJoOM6wbRPnnXkMxqvzu7XUPs3l8qdAyrgqFjMTNBsS4kHYjgmEFENXHRA3tZVVVUhhEVWomIiIiIiIiIyB6hUAi7J9yF4LHDqts2u+cl+NObmN8oIiIiInIk5qW4k7bl3CXt2LEDw4YNQzAYrJbJZrSanQQADhw4gMsvvxzz5s3DxRdfbPgxKT4tW7YM77//PhYvXoyNGzeipKSk2uuJiYnIzMxETk4OrrzySvTt2xder6UFzEy3e/durFixAmvXrkV5eXnEbcaNG2dto4jIFkrSxdT5W1W3VZIulABukUC21GQ/Nm8/IlQJJysjnUFmVEUJ5hchuyL85LwehiYJjMnNQn5BUczEKSMSipRgzWjXkxOCNVdvPogJMzZgzqLtKC6tRGqyH4N6t8aY3Cxe33FItE92apeOPWH5qVqCoUXHAzNouVeSGI4ZRBTJzIKiWvcWZdGD/IIiTB2fHbMSJ+kn+8yntaqorKH9MpCVkY4X8zdg9sLf7x2D+7TGfcN47yAiIiIiIiIicqojS2aj4ptPVbdr0GsQGuRcbX6DiIiIiMiRmJfiXpb8i/G9996LQ4cOmdo5wtXsKCUlJbjyyivx2WefoXv37qYem9ztgw8+wNixY7F69eqY25WXl2PdunVYt24dXn75ZbRt2xaPPPIIbrzxxqp+7iaHDh3CihUr8O233+Lbb7/FihUrsGPHDtX3MXGJqO6QTbqQDeD+x8yNwpVwpozLlms8EexPgrAyocjJwZoMMq6bRPpkzYUCnBoMHYtVCYp1CccM0iMYDKGkrBIpSX4mC8aZ1ZsPctEDB3By0q5SoXVyXg+OA0RERERERERELrFv8uNIV9nGl94Up9w9wYrmEBEREZFDMS/FvUwvEfPll19i7ty5wp1DOakiP2rCO8rx48cxaNAg7N27V/+Horhz+PBhXHPNNbj66qtVk5Yi2bp1K26++WZcdNFF2LVrlwktNE5FRQW++OILvPjiixg2bBjOOOMMNGrUCJdeeikeeeQRvP/++0JJS+Q+wWAIx0sqEAyae5Om+KQkXfh9ke+/kZIuxuRmRd0+/H333nCmVCUc9mEKJzq2KUkQIsxKghjaLwMrpg3AqAFtq9qSmuzHqAFtvyMEFAABAABJREFUsWLaAEOD75VgzaNLh+FY4TAcXToMU8bZX2lJJMh49eaDFreMrCDbJ5VgaBFOqWCk5V5J0XHMIK1Wbz6IUWOXoX5OPur1zEf9nHyMYl+JKxNmbBBe9IDMJfrMZ1fSrlKh1QnzBCIiIiIiIiIiii1YfER1m2Z/egn+k062oDVERERE5ETMS3E30xOXnn766ar/H6tzhJ/0UCik+hP+nlidJfyYu3btwtChQ/V+JIozP/30E7p164b3339f974KCwvRtWtXfP/997r3ZZb169cjOzsbY8aMwcyZM7Flyxa7m0QaiQbrM3CPjCKbdCEawJ3ZuoF0JRwi2bHNKUkQVicUOSlYk0HGBMj1SacHQ0diZYJivOOYQVrMLChC1xHzMHX+1qr5pVKlq+uIeZhZUGRzC0mvYDDERQ8chEm7RERERERERERklQYXX48G2VfZ3QwiIiIishHzUtzN+KXkw+zevRuffPKJahZaeMfw+Xzo3LkzevXqhVatWqFx48ZIS0tDSUkJfvvtN+zYsQObN2/GypUrsXXr1qr3x8qcC4VC8Hg8CIVC+Pzzz/Haa6/htttuM/jTkhvt2bMHffr0qepLRti9ezcuvfRSFBYWon379obtl0ixbU8At/5tOeYu2Yni0kqkJvsxqHdrjMnNqhUMNLOgqNZK9UrgXn5BEaaOz2YALUlRki4m5/VASVklUpL8MYPPh/bLQFZGOl7M34DZC7dX9dnBfVrjvmEn+mwwGEJqsl8oecmsSjjkLlrHtjG5WcgvKIoZCG9VEoSSvFFXyAYZT87r4YhkK7KXEgwdreqOU4OhZe+VVBvHDNJCtErXstf7WtwyMlJJWaX0ogd1ac5lB5FnPiIiIiIiIiIiIj18DZvilLtesLsZRERERGQj5qW4n6mRv7NmzUIwGKw6OTWFn9S0tDTccccdeOCBB9CkSROh/f/88894//33MWnSJKxfv76qo0TLoFNee/jhh3HdddehcePG2j8cuV4gEMDgwYNjJi2df/75uPXWW3HRRRehZcuW8Hg82LVrF7788ku8+eab+O9//xvxffv27cM111yDb7/9FmlpaWZ9BKqDlq4rx0sfFCMQPFr1u2jB+qKBe1kZ6QwkImkySRdqAdxKJZyp89WTSM2shEPuoGdsc2sSRDxgkDFp5eZg6LqWoGgkjhmkhWiVrn/P2oxB51vUKDJcSpKfix44EJN2iYiIiIiIiIjITKf+6V/wn8Q4PyIiIqK6jHkp7uc1c+efffZZ1NfCO0fHjh2xZs0aPPfcc8KdAwBatWqFe+65B2vXrsUHH3yA9u3bV2Wx1cymC+80hw4dwvPPPy/5aSjePPXUU1i2bFnE11JSUvDGG2/gm2++wa233orMzEykpKQgOTkZGRkZGD58OBYtWoSPPvoIjRpFDpbcuHEjxowZY+ZHMF2rVq3Qtm1bu5tB/7Nmy+H/JS1Ffl0J1l+9+SAA8cC9F/M3GN1UooiUAO5IAWxjcrPg98UObLOqEg45m96xbWi/DKyYNgCjBrRFavKJQNbUZD9GDWiLFdMGsAqdSZQgYxEMMqaalGDoo0uH4VjhMBxdOgxTxjHJMJ5xzCBZMlW63lvyC4IxSsaTsymLHojgogfWi/XMR0REREREREREpEWD3jegfo+BdjeDiIiIiGzGvBT3My1xKRQKobCwMGI5rvDss/PPPx9fffUV2rRpo+t4AwcOxKpVq3DXXXdFzWwLP/Yrr7yCw4cP6zomudf27dvx9NNPR3wtOTkZ8+fPx80336y6nwEDBmDp0qVRsyRff/11rFy5UldbrXLKKaegf//+GDduHObPn49ff/0V27dvx/Dhw+1uGv3Pv2b9EDVpSaEE68sE7s1euB3BIAP3yF5KJZxoyUushEOAXFByrLGNSRDWY5Ax1VS+cyu2ju5S9bP9/surXtt+/+XYOroLyndWr8THYOi6g2MGyZKr0hVAeYXJDSJTcdEDIiIiIiIiIiIid6vYt1NoO1+jU9Dszr+b3BoiIiIicjrmpcQH0xKXtm3bhmPHjgGonlUW3mEaNWqEOXPmoF69eoYcMykpCf/85z/xr3/9q+pY4ccLb8exY8fw+uuvG3Jccp/x48ejpKQk4mv/+Mc/cPHFFwvvq2PHjpg+fXrEwTAYDOKhhx7S3E6zpKeno0+fPnjooYfw7rvv4ueff8aePXswb948jB07FldccYVUlimZLxgMYe6SHULbzl64HcdLKiQC9ypRUia2LZGZWAmH1MgFJauPbUyCsBaDjClcqKIM5ds3/v6zY0vVa+U7tqB8+0aEKspsbCHZjWMGyZCr0uVDYoLJDSJTcdEDIiIiIiIiIiIi9wqFQtj7yl9q/f54KKnW706979/wNeDf+YiIiIjqOualxAfTEpfWr18f9TWlbNbYsWPRsmVLw49955134tlnn42Z4RYKhTB16lTDj03Ot2vXLsyYMSPia9nZ2bj99tul99mvXz8MHTo04mufffYZvv/+e+l9mqVTp044ePAgPvvsMzz11FO49tprTbkOyVgngvUDQtsqQf3igXt+pCSJbUtkNlbCoVjkgpI5tjkNg4yJSAbHDJIhU6Xr2l4t4Y2w8Ai5Cxc9ICIiIiIiIiIicp9QKISPJr6JMV+dXuu1K46Ox5+O34LlFZkIhYCT+gxD/T/0t76RREREROQ4zEuJD6YlLu3YUbsySM2sttGjR5t1eNx///247rrrqjqjIvy/169fjzVr1pjWBnKmyZMno7y8POJrTz75pOb9Pv744/B6I19Sr7zyiub9Gs3r9UasDkXOdiJY3ye0bWqyH2kpCcKBe4P7tGa1EXIcVsKhSGSCkjm2ORODjIlIBscMkiFapeuuIZkWtYjMxkUPTlRnPl5SgWAw+h/JiYiIiIiIiIiInOC7TQdw1qB3cdUUH5ZUdqr1egA+LKjogpuO34eri8djZ99HbGglERERETkR81Lig2mJS7t37474e+UEXXXVVUhJSTHr8ACAV199FSeddBIARE3U+Oijj0xtAzlPtGpLnTp1wkUXXaR5v23btsXll18e8bU5c+agoqJC876JvF4PrunVQmhbJVhfNHDvvmFZRjSRiMgSHNvcj0HGRCSDY0bdoicJQ7RKV6d26TpbSU5TFxc9WL35IEaNXYb6Ofmo1zMf9XPyMWrsMqzefNDuphEREREREREREdXy2de7kHNrATZsPy60/Y8VTXHxn77EZ1/vMrllREREROQGzEuJD6YlLh05ciTm6z179jTr0FUaN26M+++/P2ZprkWLFpneDnKOjRs3YtOmTRFfGzZsmO795+bmRvz9wYMHsXjxYt37p7rt7iHt4VMZtcOD9UUD9xj0SURuwrEtftTFIGMi0o5jhjw3VWIxKgmDVbqoLphZUISuI+Zh6vytKC6tBAAUl1Zi6vyt6DpiHmYWFNncQiIiIiIiIiIiot99t+kArnlgMY6XVEq973hJJa55YDG+23TApJYRERERkVswLyU+mJa4VFpaGvP1rl27mnXoau644w4kJSUBqJ7d5vF4EAqF8NVXX6G8vNyStpD9Pvvss6ivDRw4UPf+r7jiCvh8PuljE4no1C4d916VGjV5KVKwPgP3iCgecWwjIiKKzm2VWIxOwmCVLopnqzcfxMixy1AZiPzH8MpACCOjXO9uSmYkIiIiIiIiIqL4EAqFMDJvmXTSkuJ4SSVGjV0WMziUiIiIiOIf81Lig2mJS2pfeuPGjc06dDWNGjXCwIEDqz3AhP//8vJyrFu3zpK2kP2WLFkS8fennHIKsrKydO//pJNOwnnnnRfxNVZcIiPknJWIv4+uj+H9ThcO1mfgHhHFI45tRHULg62JxLitEoueJAw1rNJF8WjCjA1RrxdFZSCEF/M3VP2325IZiYiIiIiIiIgofixZuQfriw7r2se6rYfx+cq9xjSIiIiIiFyJeSnxwbTEJbWVDqzqIAAwYMCAmK+zg9QdK1eujPj7888/37BjRNvX2rVrUVFRYdhxqO5q08yH1x7pJh2sz8A9IopHHNuI4huDrYnEmZkEZBYtSRhEdVUwGMKcRduFtp29cDuCwZDrkhmJiIiIiIiIiCi+vDz7B2P2M2eTIfshIiIiIndiXkp8MC1xSU1CQoJlx+rZs2fM19evX29RS8hOhw4dws8//xzxtXPPPdew43Tu3Dni78vLy7FhA4OtyDgM1iciIqJ4NmvZAQZb11GssKWN25KAtCRhENVlJWWVVfdDNcWllfhm/T7XJTMSEREREREREVH8OHKsHHOXRI7TkvXe4p9x5FjsVfaJiIiIqO5iXoo72Ja4ZKU2bdqgQYMGAACPp3aA//btYoEy5G6bNkVffeOMM84w7Djt2rWL+toPPxizkggRERERUTzbFGiO0f/axmDrOoYVtrRzYxKQbBJGSZnYtkTxKiXJj9Rkv9C2qcl+vDz7B1clMxIRERERERERUXzZ8WsxAip/nxIVCISwc1+xIfsiIiIiItKDeSna1YnEJeBEJ4lWJmz37t0Wt4bs8NNPP0V9rW3btoYdJyMjQ1MbiIiIiIjohLdK+zDYuo6ZWVDECls6uDEJSDYJIyVJbFtyNlZU087r9WBQ79ZC2w7q3Qrv/ldsNVunJDMSEREREREREVF82f+DsSvNHz1eYej+iIiIiIi0Yl6KNnUmcal58+a1fufxeBAKhdhB6oiff44esHHqqacadpxmzZpFzKAEmLhERERERKQmGPJgQUVnoW0ZbB0fVm8+iJFjl7HClg5uTAKSScIY3Kc1vN7Iz9nkDqyoZowxuVnw+2JfC36fB3dc1951yYxERERERERERBQ/QpUVKJn5pKH7rJ+WYOj+iIiIiIi0Yl6KNnUmcalevXpRX/vtt98sbAnZZd++fVFfO+WUUww7TmJiIho2bCjdBiIiIiIiAkpDfpQgSWhbBlvHhwkzNrDClk5uTQISTcK4b1iWRS0iM7CimnHOyWyEqeOzo143fp8HU8dno9tZTVyXzEhERERERERERPHjwJx/otHO5fAhYMj+/D4PmjdJNWRfRERERER6MS9FmzqTuJScnBz1tdLSUgtbQnY5cOBAxN/7fD6kpaUZeqyTTjop4u8PHuRKwkRERKRfMBjC8ZIKVpqhuJTsqUQKyoS2ZbC1+wWDIcxZtF1oW1bYis2NSUCiSRjnZDayuGVkFFZUM97QfhlYMW0ARg1oW5WclJrsx6gBbbFi2gAM7Zfh2mRGIiIiIiIiIiJyv/IdW7B/6t9Qz1OK3gnfG7LPay5uhQb1Eg3ZFxERERGRXsxL0abORHh5PNH/Ab6sTCwojtwtWgZj/fr1DT9WtH0ePnzY8GPVFTt27Ij5enhpvZKSEpSUlJjdJMuF38x4YyMis3HMcaY1Ww7jX7N+wNwlO1BcGkBqsg/X9GqBu4e0R6d26XY3j0hYeXkFKtJ+T0SoTE2v+v/BtJPQJ2U9Pio5T3U/1/ZqgbIyjlFudryksqoCi5ri0kocPHwMaSl15k8ZUjJbpuD1Ry/ALU8uj5gk4vd58PqjFyCzZYqjnpeuvuhULHu9L/49azPeW/JL1f3t2l4tcdeQTHRql25oeznHsdbzU9cIVVT7+9S1eO2Rbha1yv0yW6bglb92wcQHzkNJWQApSb6q5CPlevm/QW2RX1AU8/v3+zy447q2jhoT4k1dGHPYf4iIiIiIiIhIEQoGsXvCnQiVn/g7yNDEpVhQ0UX3fv9vUAfd+yAiIiIiMgrzUrSps9E+oVCoqtNUVFTY3BqyQrSBIFbWo1bR9snBSLuWLVsKb7t06VKcfPLJJrbGfkuXLrW7CURUh3DMcYal68rx0gfFCAR//11xaQAzCrbj7QXbce9Vqcg5iyuNkYvcPDHir3+54W+4ZE8AH79xtFp/r8nnBbq0PIAFCxaY1ECyQjAUQlICUCbwWJ6UABQuXQRvjD8A1XXpAJ6/uR4+XF6KLzdWoKzixPd24ZkJuPKCZKQHN2HBgk12NzOiQecD13ath/IKIDEB8HoOY0/RN9hTZN4xOccxVzAUwpxFkReRqWn2op9wbddDvL4Nsm1PAB8uLwUQPWnJ5wXuuTLF9OuMfhevY87+/fvtbgIREREREREROcThT6ageE1h1X93829GO+8ubAmepnmfZ7VNx0VdTjGieUREREQxBYNB7N+/H0eOHEEoFEL9+vVx8sknw++vs+kWJIh5KWJ4JVGdUV5eHvH3ZtxQEhISpNpAREREFMu2PYFaSUvhAkHgpQ+K0fJkH9o081nbOCITtGnmw71XpUbt9z4vcO9VqezvccDr8eDCMxOweI36H24uPDOBSQ0CTlw/abj7ylBYEpA7vjevx4Nk5uDGjfIKsaRE4MR25RWIy/MfDFl7LUZKdg/n9wE9O55IZuR9lIiIiIiIiIiIjFKxfxd+fe2Rar/zeIBnUqdgxLExKIH8wtJpKX68NT475or2RERERHosW7YM77//PhYvXoyNGzeipKSk2uuJiYnIzMxETk4OrrzySvTt2xder9em1so5fvw4tm3bZvpxmjZtiqZNm5p+HHI/Ji5RnREIBCL+3uczPkgj2j4rKysNP1Zd8csvv8R8fffu3ejWrRsAICcnBy1atLCiWZYqLS2tWp03JyfHlGphREQKjjnOcuvfliMQPBpzm0AQWPlLY9w+sptFrSLSrvyXzdj+QP+q/65MTccvN/wNANDy7UfgLz6MXs/Px/VXNsW/Z23Ge0t+QXFpAKnJPlzbqyXuGpKJTu3SbWo9Ga1ZxmFk3/IZKgPRK4P4fR48fd/FPO+kG+c41gkGQ0h96T0Ul0b+e0y41GQfBlxxKbze+AlAWLPlMP416wfMXbKj6h52Ta8WuHtIe9PGsjVbDuOfT30Ws2JhKASOpxaqC2POjh077G4CERERERERETnA3n+PQfB47QrsWf5f8K+0/+Du47dLJS+lpfgx9/mLcV6HxkY2k4iIiAgA8MEHH2Ds2LFYvXp1zO3Ky8uxbt06rFu3Di+//DLatm2LRx55BDfeeKPjk6u//fZbXHzxxaYf55FHHsGTTz5p+nHI/Zi4RFH99a9/RVlZmd3NiKldu3a46667hLaNVlnJjGSiaPuMVomJ1MkkIqWkpCAlJcXE1tgvOTk57j8jETmHGWNOMBhCSVklUpL8cRWgaoZgMIS5S3YKbfvekh146/EcfqcGYl81hzcxAQnHD0Z8zV98GAnHDyI5MQEXZJ6KC84+FW/xPMS1C85OwdTx2Rg5dlnE5CW/z4Op47Nxwdmn2tA6imd1/bnKinvcoN6nY+r8rarbDe5zOtLSUk1pgx1mFhTVGtOKSwOYUbAdsz77GVPHZ2NovwzDj/vynJUxk0CBE8nur7y7FVPGZRt+fIotXsecePxMRERERERERCTnSOH7OLrsw6ivX5iwCdPqTcAjvvvww2/qf0s4q2063hqfzaQlIiIiMtzhw4dx00034f3339f0/q1bt+Lmm2/Gm2++ibfffhunnXaasQ0kimNMXKKoJk6ciOPHj9vdjJguuugi4cSlaElDViYuJSYmGn4sIiIiN1m9+SAmzNiAOYu2o7i0EqnJfgzq3RpjcrNwTmYju5vnSCVllSguFZuvFJdWoqSsEmkpTJbWi33VWbxeD/t1nBvaLwNZGel4MX8DZi/8/bob3Kc17hvG645JlGQkK+9xY3KzkF9QpFpR7b5hWYYe106rNx+MmogJAJWBEEaOXYasjHRDv+9gMIQ5i7YLbTt74XZMzuvB8YSIiIiIiIiIiHQLHD2EPf+6T3W7Ts0CWDfpBiz7oRQTZqzHR4XVqzj7fR5cc3Er/N+gDrioyymOr2BARERE7vPTTz/h0ksvxY8//qh7X4WFhejatSs+/vhjnHvuufobR1QHeO068O7du+06NNVRycmRyw2XlJQYfqzi4mKpNhAREdUFMwuK0HXEPEydv7UqEae4tBJT529F1xHzMLOgyOYWOlNKkh+p/8/efYdXWd//H3+dkZ1AAIGwNcgwoGxKNTIEFC3aglALCPi17mqtWH7OMlzVYhFHHUUZUUAFxYWlDBnGDSgCYQkSRKaEQMY5Sc74/UETiTlJzrjPSp6P68oFuT+f+3O/c3Kfk3W/7ne8d/cbSIy3KiGOexMEinMVCI9uHRtr3rRMFawfq8KPx6pg/VjNm5ZZr0NLm3flaeLUbKX0X6jkixcqpf9CTZyarc27PHcsA2oT6q9x3To2Vtb0TFktni8yKO+oVpee5zMX5NTa9cjhdOuphTmGHtefsDsAAAAAAAAQqKP/fkDOvCO1zkv78yxZU1I1sHeaXplyUZXxnW+N0JuPD9TA3mmElgAAgOEOHz6sIUOGGBJaKnfo0CFdeuml2rlzp2Frwj/kUqJDSINLbrdbJpNJbrdbrVu3VvPmzXXppZdq8uTJWrBggbZt2yan0xnKklCPNGrUyOP2wsJCw49VUFDgUw0AANR13t55nguxqzKbTRo1uJ1Xc0cPaced8wPEuQqEX3mHrfr+ekaIEkYL19e4McPSteHV4Zo4vH1FGDsx3qqJw9trw6vDNWZYuqHHCydfux65XDUHnHxB2B0AAAAAAAChVvTNOuX/Z16t81IGXK2UC4fXPCcpxqCqAAAAKnM6nRo9erT27NlT7Zw+ffro3//+t3bu3Kni4mLZbDbt2bNHr776qi655JJq9zt27JhGjBihoqKiYJSOGpBLiT4h/wu12+2u+PfYsWNavXq1Vq9eXTEeFxenjIwMde/eXd26dav4t0GDBqEuFXVM48ae797rcrl06tQpQ8+x/Px8n2oAAKCu8+XO8/OmZYaoqugxaVyGFi7fW+NjaLWYdNfYjBBWVTdxrgKIBN4GTDLSU+tUpxoEVzi/xpV3VJsz5SLZShxKiLPWyXCiP12PkhKMuSCjPOyetaz6P7iUI+wOAAAAAACAQLlKbDo080+1zjOnNFLa7U+GoCIAAADPHnvsMWVnZ3scS0hI0HPPPafrr7++ylh6errS09N17bXX6oMPPtDEiROVl1f1JpDbt2/XpEmT9NJLLxleezAMGDBAa9euDXcZhiCXEl1C2nHpTCaTqSLlduab3W7Xpk2bNHfuXP3lL3/RwIED1ahRI6Wnp2vkyJF66KGH9O677yo317u7lwLlmjVrVu3Y4cOHDTuO3W7XyZMnfa4BAIC6Kpx3nq8runVsrKzpmbJaPF9garWYlDU9k4vXA8S5irrI5XKryFbG+RplfAmYAN6IlK9xdb2jWri7Hk0al1Ht94vlCLsDAAAAAADACD9lPaqyg3trndf8lsdlbdQ8BBUBAABUlZubq7///e8ex+Lj47Vs2TKPoaVfGj58uNavX68mTZp4HH/55Ze1cePGgGqF/8ilRIeQd1wqV96ey2Sq+sf08pPlTPv27VNubq7efffdim0NGzbUBRdcUCkF17VrV8XE0DrWCIWFheEuwVBnn312tWMHDx5Ux44dDTnOwYMH/aoBAIzkcrnr9J3MEV3Ceef5umTMsHRlpKfqqYU5WrwqV8V2hxLjrRo9pJ3uGptBaMkAnKuoSzbvytPMBTlasvrn14tRg9tp0jheLyKdrwGTOVMu4vs91IqvcaER7q5H5WH36jq2EXYHAAAAAACAEWy7v9bxxU/XOi+p5yVqeOm1IagIAADAs+nTp8tms3kcmzVrlgYNGuT1Wl26dNFrr72mK664okrOweVy6b777tOKFSsCqhf+IZcSHcIWXJJU5SSQVO1J42l+fn6+Pv74Y3388ccV26xWqzp16qTu3btXOnGAc845p9qxPXv2aODAgYYcZ8+e6i9OqakGADACFykjEpXfed6bi2WDcef5uqRbx8aaNy1Tc6ZcRDgxCDhXUVcsWr63ykXrxXaHspbt0cLle5U1PVNjhqWHsULUhIAJgoGvcaEzaVyGFi7fW2PXtGB2PSLsDgAAAAAAgGByOx069M/bJJezxnmmuASl/eXZaq8DBAAACLaDBw9qwYIFHscyMzN18803+7zmsGHDNGbMGC1cuLDK2MqVK/XNN9+QWwgTcimRL+KuQvB00kjVnzi/nF9WVqatW7dq27ZtlV5srNaI+1ARYp06dapoA/dLO3fuNOw4u3btqnbsvPPOM+w4APBLXKSMSBXuO8/XRWaziYvUg4BzFXXB5l151XbakCSH060JU7OVkZ7KxesRioAJgoGvcaETCV2PCLsDAAAAAAAgWPKWPKOS7zbXOq/pdVMU25IbPAMAgPCZM2eOSkt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69Ok0jfnHH39o6NChmj179j++/tNPPxkqWvL391fJkiVVsmRJ5ciRQ4GBgbp8+bIuXbqkY8eOKSkpKU35DB48WM2bN1fevHnT9Lq0WLhwoR577LE0nw5SuXJltWnTRrVr11bZsmVVpEgRZc2aVaGhobpz546uXbumEydO6LffftPq1au1ceNGww/W7927V48//rgWLFggPz8/d74tn2VktzkKlzKG9957T1988UWaXuPn56dGjRqpU6dOqlOnjsqVK6ecOXMqNDRU8fHxiomJ0aFDh7Ru3TotXrxYf/zxh+G+4+Pj1blzZ+3atUvFihVL67eDdFq2bJlGjBhhKDZLliwqVaqUihQpoixZssjf31/x8fG6fPmyDh8+7PJUtr976qmndOvWLcPx/v7+qlmzplq3bq3y5curdOnSKlKkiMLDwxUREaHg4GDFxcXp5s2biouLU2xsrKKjo7V//34dOHBABw4cUGxsrOHxPKlFixZat26d05jly5frsccesygjAAAAAABghK8UjQQGBqpq1areTgNewDWYcezatcvhhoP/ERkZqSpVqliSz9q1azV9+vQ0vSYyMlJt2rRR3bp1Vbp0aZUuXVo5cuRQRESEwsPDdffu3b/mZG/evKmYmJi/5mP379+v48ePp3kNzxPq1aunsLAwp5sgHj9+XMeOHVPZsmUtzAwAAACAMxQuAQAAAE7Mnz9fX3/9tcP2YsWKqV+/fnrwwQdVtWpV+fvbP9T0+PHjWrJkiSZPnqyzZ88aGnvOnDkaNGiQmjRpIkk6fPiwBgwY4DA+JCRE3bt3V+/evdW0aVNly5bNblxCQoJWrlypmTNnatmyZYZyuX79usaOHavPPvvMUHxaHThwQI8//rjhBY/w8HANHDhQgwYNcrroEBERoYiICBUtWlQtWrTQiBEjdP78eX344Yf64osvdPfuXZdjLVy4UB988IGGDx9u+PvxddeuXdOhQ4dcxtWqVcuCbJAea9eu1ahRowzH+/n56fHHH9frr7+ucuXK2Y3JkSOHcuTIoQoVKqh79+765JNP9PPPP2vkyJH6/fffDY1z7do1de/eXVu2bFFISIjh/JA+169f12uvvSabzeYwpmzZsnr88cfVqVMnVatWzeHPLenPz+aFCxdqypQpTsddvny5Nm/ebCjHyMhIvfDCCxo8eLDy5MnjNDZnzpzKmTPnX/9/s2bN/tG+a9cuLVmyREuWLLHsVER7jOxGu3HjRgsyAQAAAAAAafHWW2/prbfestt25coVlxt55c+fXzExMZ5IDZkE12DGYWR+r0aNGpZtgvfaa68Zjm3Tpo1GjBih5s2bO50PDgwMVHh4uPLnz//X17p16/bX/75x44ZWrFihxYsXa+XKlbpx44ZbuadXcHCwKleurB07djiN27hxI4VLAAAAgA9x/NcIAAAAkMnFxcXpmWeesduWK1cuTZ06VcePH9fYsWNVvXp1p5P9pUuX1pAhQ3TkyBG9+uqrhhcuXn/9dUnSvXv31KdPHyUkJPxPjJ+fn5588kmdOHFCs2bNUufOnR0WLUl/nrDRvXt3LV26VIsWLVLBggUN5TJ16lSdO3fOUGxaxMfHq1u3bna/N3v69OmjEydO6KOPPnJrwaFw4cKaPHmy9u3bZ7gw54033tCxY8fSPJavcrWYI/15jRcqVMiCbOCuuLg49e3b13DBX5EiRbR582Z98803DouW7AkMDFSPHj108OBBDRs2zPDrdu7cqTfffNNwPNJv3Lhxunjxot22EiVK6IcfftDRo0c1atQo1ahRw+nPLUmqUqWKRo8erZMnT6p9+/YO4z799FND+XXp0kUnTpzQmDFjXBYtGVGrVi29+eab2rVrl86dO6c33njDoycDOmJkN9oLFy7owoULFmQDAAAAAADMYGSTFCObmQDu4hr0LUbWVaw6bWn79u2G8smWLZt+/vlnrV69Wi1btnQ5H+xKjhw59Mgjj2ju3Lm6cuWKli9frrZt26arT3cZmZM18h4BAAAAsA6FSwAAAIADsbGxun79+v98vVmzZjpy5IiefvppBQam7RDT8PBwvffee4ZPLtqyZYv279+vyZMna+/evf/TnjNnTq1YsULTp093q8ika9eu2rBhg/Lly+cyNiUlRV988UWax3Bl+PDhOnXqlMu4sLAwzZ07V7NmzfrHbm/uKl++vLZs2aIePXq4jE1MTNSzzz6b7jF9xc6dO13GWLXABveNHDnScCFEzZo1tXv3bjVq1Mjt8YKDg/X+++9r7ty5hj/7Jk6caOh0L5gjNjbW7tf79++vAwcOqEePHm7t+BkcHOzwc/f69etatWqVyz569+6tRYsWKXv27Gke34jChQvrzTff1NmzZ/XVV1+pUqVKHhnH0di5cuVyGcdCOQAAAAAAGQdFI/A2rkHfYmRdxUgxjRnmzp3rMiY0NFQbNmzQAw884JEcAgMD1aFDB61atUoHDx7UU089pZCQEI+MZU+1atVcxjAfCwAAAPgWCpcAAACANHjooYe0Zs2adJ/oMHjwYI0ePdpQ7MiRI/XGG2/8z9fz58+vrVu3ql27dunKpUyZMlq1apWhBYWZM2fKZrOla7y/27x5s6ZMmeIyLjQ0VGvWrFHv3r1NG/s//c6dO1ddunRxGbt27Vpt3LjR1PG9hcKljO/IkSP6/PPPDcVWqVJF69atU+7cuU0Zu3fv3vruu+8MFcAkJydryJAhpowL94wZM0YzZsxQRESER/rftGmTUlNTncYULlxYU6dOdatoKq1CQkL0xBNP6J133vH4WH/HDp8AAAAAANxfKBqBt3EN+o7Y2FidOHHCZZxV6yrr1693GTN+/HjVqFHDgmykSpUqadq0aapQoYIl40nG5mMPHjyoO3fuWJANAAAAACMoXAIAAAAMatSokb7//nsFBQWZ0t/o0aNVrlw5l3FLly7VrVu3/vG1kJAQrVy50tDrjahWrZqGDx/uMi4mJka//vqrKWNK0quvvuqyEMrf31+zZs1K10kxzgQEBOibb75RsWLFXMaOHTvWIzlYzcjD81btDAj3jB8/3mWxiCTlypVLixcvNv2Um969e2vkyJGGYtesWaPffvvN1PFhzHPPPefxz609e/a4jHnyySeVNWtWj+bhbezwCQAAAADA/YWiEXgb16DvMLIZXEBAgCWnwCcnJ+vQoUNOYyIiIvT00097PBdvMrKGlZKSor1793o+GQAAAACGULgEAAAAGJAlSxZ9++23phUtSVJQUJBef/11t1777rvvGnpIOi2GDh1q6MHyZcuWmTLesmXLtHXrVpdxb7/9th5++GFTxnQkZ86cmjdvnvz9nf+JtH79ev3+++8ezcXTLl++rAsXLriMs3JnPHeUKFFCfn5+PvPPSmfOnNHcuXMNxf773/9W8eLFPZLHG2+8YXhh/N133/VIDnCsdu3amjRpksfHMbLTaLdu3Tyeh7cZ+czctWuXBZkAAAAAAID0unnzpk6dOuU0JjIy0tBmWIA7uAZ9i5HNm4oXL67Q0FCP53LmzBmlpKQ4jWnVqpWyZMni8Vy8KWfOnMqfP7/LOOZkAQAAAN9B4RIAAABgwOTJk1WyZEnT++3Zs2eaT0Jp0aKFXnrpJdNzyZEjh3r27OkyLioqypTxPvzwQ5cxZcqU0bBhw0wZz5V69erpoYcechn31VdfWZCN5xgpMpCkwoULezgTuOubb77RvXv3XMa1bNlSjz76qMfyCAwM1NSpUw0Vbi1btkyXLl3yWC74J39/f02fPt3UYltHYmNjXcYULVrU43l4m5HPzGvXrikuLs6CbAAAAAAAQHrs2bNHNpvNaUyNGjUsygaZEdegbzGyrmLVmgrzsf9l5D0/efKkBZkAAAAAMILCJQAAAMCF0qVL64knnvBI36GhoWrXrl2aXjNu3DiPnfDy4IMPuozZsWOHUlNT0zXO8ePHtWHDBpdx77//viUP3v/Hq6++6jLm559/tiATzzl9+rTLGD8/PxUsWNDzycAt3333naG48ePHezgTqVatWurevbvLuJSUFM2ZM8fj+eBPjz32mOmn8jmSlJTkMiYiIsKCTLyrUKFChuKMfAYDAAAAAADv2r17t8sYoyeRA+7gGvQtRub0jM4Pphfzsf9l5D1nPhYAAADwHRQuAQAAAC4899xzHisUkqRWrVoZjq1Zs6YaNmzosVyaN28uf3/nfybcuXMn3RP9M2bMcBlTrVo1PfDAA+kaJ61q167t8v09duyYTp06ZVFG5jtz5ozLmDx58ig4ONiCbJBW+/bt0/Hjx13GNWrUSPXq1bMgI+nll182FPfjjz96OBP8h9H/JmYwcmrgH3/8YUEm3mV0R1UWygEAAAAA8H0UjcDbuAZ9i5F1FatOXGI+9r+MvOfMxwIAAAC+g8IlAAAAwInw8HANGDDAo2OkZXHp+eef92Amf+7CVr58eZdx0dHR6Rpn0aJFLmN69eqVrjHc1bp1a5cx69atsyATz/ClnQGRdmvWrDEUN3DgQA9n8l/16tVT9erVXcbt2LFDcXFxnk8ok6tTp46qVq1q2Xi5c+d2GbNy5UoLMvGu3LlzKyQkxGUcC+UAAAAAAPg+I0UjNWrUsCATZFZcg77DZrMZKlyyal3FyHzsmjVrlJqaakE23sWJSwAAAEDGQuESAAAA4ESjRo0M7V6WHuXKlTMc26FDBw9m8icj+aRnt7Zz587p0KFDLuN69uzp9hjp0bRpU5cxe/bssSATz/ClBTak3S+//OIyJigoSF27drUgm//q0aOHy5iUlBRt3LjRgmwyt+7du1s6XoECBVzGfPTRR7p9+7YF2XgXC+UAAAAAAGR8t2/fdrlxV9asWVWmTBmLMkJmwzXoWy5fvqzExESXcVYWLgUFBTmNuXTpkqZOnWpJPt5k5MSl2NhYNlQDAAAAfASFSwAAAIATDRs29PgYWbNmVa5cuVzGFS9eXPnz5/d4PsWLF3cZc/nyZbf7N1J4UalSJZUqVcrtMdKjQYMG8vPzcxqTkQuXrly54jImR44cnk8Ebtm+fbvLmMaNG3u84PL/6tatm6G43377zcOZoFWrVpaO17hxY5cxJ0+eVN++fZWcnGxBRt5j5L4z8hkMAAAAAAC8Z9++fS5PKqlevbrLOWTAXVyDvsXofJ5V6ypBQUGqW7euy7hhw4bd9xuJGV0HYU4WAAAA8A2B3k4AAAAA8GUNGjSwZJzIyEhdv37daYwVRVTSn7u1uXLt2jW3+9+5c6fLmCpVqrjdf3qFh4cre/bsunHjhsOY48ePW5eQyW7duuUyJiwszIJMkFbnz59XbGysy7gmTZpYkM0/VaxYUTlz5nSZ3/79+y3KKHOKiIhQ9erVLR2zUaNGCgkJUVJSktO4+fPnq3nz5vriiy9UtWpVi7KzlpHPzsxw8hQAAAAAABnZ7t27XcbUrFnTgkw85/z589q7d6+30/CKxo0b+/zGXRn9Grxy5YrOnDmj+Ph43b17V1myZFFkZKRKlSrl8qQgX2RkTUWydl2lZcuWioqKchqTkJCg9u3b66233tILL7ygkJAQi7KzjtH3nDlZAAAAwDdQuAQAAAA4UblyZUvGMbIrWKVKlSzIxFguiYmJbvdv5LSiChUquN2/GSIjI50WLl25ckV3795VcHCwdUmZxMgCTUYoXDp16pSh08GsYsXulgcPHjQUV69ePQ9n8r/8/PxUr149rVy50mncgQMHLMooc6pQoYICAgIsHTMsLExdunTRTz/95DL2119/VfXq1dW5c2c988wzat++vQID75+pqfDwcJcxRh90AAAAAAAA3pHRi0aM+OWXXzRgwABvp+EVW7duVf369b2dhlMZ7Rq8ffu2fvzxRy1dulQbNmzQ1atX7cYFBQWpcuXKat++vXr16qVq1apZnKl7jBa9WLmu0qNHD40bN042m81pXGJiooYPH67Jkydr0KBB6tevn4oWLWpRlp5nZD5WYk4WAAAA8BX+3k4AAAAA8GW5cuWyZBwjO53lzJnTgkyM5eLqZA1njBRfVKxY0e3+zRAZGem03WazKSYmxqJszMWJSxnXqVOnDMWVL1/ew5nYZ6Tg8Ny5c0pNTbUgm8ypXLlyXhl31KhRhov3bDablixZoi5duih//vwaMGCAfvzxR5enDmYEnLgEAAAAAEDGl9GKRnD/ySjX4J07d/Tmm2+qcOHC6t+/v3766SeHRUuSlJycrD179ujdd99V9erV1bx5c23fvt3CjN3jiycuValSRQ888IDh+AsXLmjMmDEqXry4GjRooPHjx2v37t0Zfq6eE5cAAACAjIXCJQAAAMCBkJAQyxYajJw4YVXhkpFcUlJS3Or75s2bio+PdxnXo0cP+fn5ee2fkcUyI9+HLzKyQBMaGmpBJkirCxcuuIwJCgry2klUZcuWdRlz7949Xbp0yYJsMqcCBQp4Zdxq1aqpd+/eaX7dtWvXNHPmTPXs2VN58uRR9erV9fzzz2vOnDk6ffq0+Yl6mJHfGdjdEwAAAAAA33X37l0dOnTIaUxYWJihDXwAd2SUa3Dbtm2qWLGixo4dq9jYWLf62Lhxo+rXr68XX3xRycnJJmdoHqNFL1avq4wdO1bBwcFpeo3NZtO2bds0cuRI1apVS3ny5FHXrl01YcIEbd68WXfu3PFQtp5hdA2XOVkAAADAN1C4BAAAADhgVaGQUb6WjzvOnz/v7RRMk9EWcP7DyGlZaV3sgjWMnPKVN29e+ft75099o0UzGfW0sowgb968Xht7ypQp6TotLzU1Vfv27dNnn32mPn36qESJEipYsKC6d++ujz/+WHv27JHNZjMxY/MZObEwMTHRgkwAAAAAAIA7Dh486LKAomrVqgoICLAoI2Q2GeEanDVrlpo1a2bKxkM2m02ffPKJWrZsqbi4uPQn5wFG1lQk69dVqlSpos8//zxdfVy/fl1LlizRiBEj1LRpU2XPnl1169bV0KFD9fPPP7tdlGYVI/OxEnOyAAAAgK+gcAkAAABwwOiEt1V8LR93XLx40dspmCajFi4Z2fXP6EIcrHXz5k2XMd4sXMmXL5+hOCPfB9yTJUsWr42dNWtWLVq0SAULFjStz5iYGM2fP18vvfSSatasqfz586tfv35avHixT35OGVkAt+okRwAAAAAAkHa7d+92GVOzZk0LMkFm5evX4Lx589SvXz/dvXvX1H63bNmiDh06+OTJOEZPUvLGfOWTTz6p4cOHm9ZfcnKyduzYoUmTJumhhx5Snjx51KBBA7377rv6/fffTRvHLEYLkpiTBQAAAHwDhUsAAAAALOOLi07uSk1N9XYKbgkPD3cZk1GLsu53RhbhvFm4YnRsri/P8XaBa+nSpbV161bVqVPHI/1fvnxZ3377rbp166b8+fPrueee08GDBz0yljuMXNtGPoMBAAAAAIB3GCkaqVGjhgWZILPy5Wtw9+7d6tevn9O1kYoVK+qjjz7Snj17FBcXp+TkZF26dEmrV6/Ws88+q4iICIev/fXXX/X00097IvV0MTqf56157wkTJmjy5MkeOfHp3r172rZtm15//XWVLVtWDRo00Ndff+0zJxgZfc+ZkwUAAAB8A4VLAAAAACzjK4sZmZmzhcH/oLDENxm5fzyxOGmU0aIZPgc8x9/f+9M8RYsWVVRUlN555x2PLgjfuHFDn3/+uapWraouXbpo//79HhvLKCOfnUY+gwEAAAAAgHf4+mk3uP/56jV4+/Zt9ejRw+GpQsHBwfrkk0904MABDRkyRNWrV1fWrFkVGBiovHnzqk2bNvrss890/PhxdezY0eE4c+fO1ddff+2pb8MtRufzvLmu8uKLL2rHjh1q2LChR8fZtm2bnnzySZUoUUIfffSR6SdvpZXR95w5WQAAAMA3eP+JFgAAAACZhqNFLViHwqWMy8gpX94sXAkICDAUl1FPK4NxQUFBev3113XixAm98soryp49u8fGstlsWrp0qWrUqKHnn3/eqyf73b5922UMi+QAAAAAAPime/fuudwYJSgoSFWqVLEoI2Q2vnwNjh8/XidPnrTbFhoaqmXLlulf//qXy/np/Pnza+nSpXriiSccxgwfPlzXr19PV75mygiFS5JUtWpVRUVFadGiRR4vYLp48aJefvllVaxYURs2bPDoWM4YmY+VmJMFAAAAfAWFSwAAAAAsExQU5O0UMj0KlzIuIycaeXOHQ6OFiaGhoR7OBL4if/78+uCDD3ThwgV9/fXXatu2rQIDAz0yVmpqqj777DPVrl1bx48f98gYrhj57PTkKVQAAAAAAMB9R48edfm3faVKlbx64rlZ+vfvL5vNlin/1a9f39tvv0O+eg3GxMToww8/dNj++eefq3Xr1ob78/Pz09SpU9WkSRO77deuXdP48ePTnKenZJTCpf/o2rWroqKitGfPHg0ZMkRFihTx2FgnTpxQy5Yt9fbbb3tsDGeMvufMyQIAAAC+gcIlAAAAAJYJCwszFLdmzRqvL2C6+te8eXPPvlkekjdvXpcxsbGxFmSCtDJS8JOYmGhBJukbm8KlzCc8PFwDBgzQqlWrdO3aNc2fP1/PP/+8atSoYfikLqOOHj2qJk2a6OzZs6b2a4SRz858+fJZkAkAAAAAAEir3bt3u4ypWbOmBZkgs/LVa3DSpEkON63q0KGDBgwYkOY+AwICNGPGDIebdU2ZMsVn1imMrKlIvreuUr16dX300Uc6e/as9u3bpw8++EBdu3ZV7ty5TR3HZrNpzJgxGjlypKn9GmH0PWdOFgAAAPANFC4BAAAAsIzRXc28WXxxvytWrJjLmPPnz1uQCdLKyM6OV69etSAT+65cuWIozugOlbg/ZcuWTQ899JD+/e9/a/fu3bp+/bqWL1+uESNGqHHjxqYUtl28eFGdO3dWfHy8CRkbY7PZFBMT4zLOyGcwAAAAAACwnq8WjSDz8MVrMCkpSdOmTXPYPmHCBLf7LlWqlAYNGmS3LSEhQV9//bXbfZspd+7chua0fXldpWrVqnrllVe0aNEiXb58WYcOHdIXX3yhRx991LT5yvHjx2vmzJmm9GXUH3/84TImMjKSNQkAAADAR1C4BAAAAMAyRnc1i4uL83AmmVfx4sVdxhhZ7IH18ufP7zLm8uXLFmRi36VLlwzFGfk+MoqUlBRvp5DhZcuWTR06dNC7776rzZs36+bNm9qyZYvefvttNWnSRIGBgW71e+DAAY0YMcLkbB27fPmy7t696zLOyGcwAAAAAACwni8WjSBz8cVrcMmSJbpx44bdtrZt26pKlSrp6n/IkCHy97f/6Np3332Xrr7NZKS4J6Osq/j5+alixYoaNGiQZs+erdOnT+v8+fP67rvvNGDAABUoUMDtvgcNGqRz586ZmK1zRorFmI8FAAAAfAeFSwAAAAAsU7RoUUNxGWWBJyMyskhz/fp13blzx/PJIE2MLBjGx8fr+vXrFmTzv06dOmUoLj0Ln76G+8R8wcHBatSokUaNGqVNmzbpypUr+vbbb9WuXTuHDzE4Mn36dJ0+fdozif4fRn9usVAOAAAAAIDvsdls2rt3r9OYgIAAVatWzZqEkOn46jU4b948h239+vVLd//FihVTs2bN7Lbt27dP0dHR6R7DDEbm9Hz5xCVXChUqpMcee0xff/21Lly4oB07dujVV19VwYIF09RPUlKS3n77bQ9l+b+MzMkyHwsAAAD4DgqXAAAAAFgmR44cypYtm8u4M2fOWJBN5mRkZ0CJ4jFfVKRIEUNx3lrMNTJuZGSkQkND3eo/ICDAZUxiYqJbfbsjNTWV0+EskCNHDj3++ONauXKlTpw4oeeee05BQUGGXnv37l1NmDDBwxn+yeiDCUY/gwEAAAAAgHVOnDjhcp6nXLlyCg8PtygjZDa+eA2mpqZq7dq1dtuCgoLUpUsXU8Z5+OGHHbatWrXKlDHS6346ccmI2rVr67333tPZs2c1b948VaxY0fBrZ8yYYdl7YWROlvlYAAAAwHdQuAQAAADAUlWqVHEZs2/fPgsyyZxKly5tKO7cuXMezgRpZXRxcM+ePR7OxL7du3e7jKlUqZLb/YeEhLiMiY+Pd7v/tLp48aJSUlIsGw9/7o756aefaseOHSpUqJCh1yxdutTDWf3JyCJ53rx5lTVrVguyAQAAAAAAaWFkXqtGjRoWZILMyhevwV27dik2NtZuW/369U2b52rTpo3DtjVr1pgyRnoZWVe5H9dUAgIC1LNnT+3bt08vvfSSodekpKRo5cqVnk3s/zMyJ2t0TQwAAACA51G4BAAAAMBSdevWdRmzd+9eJScnW5BN5pMrVy5DO8wdPnzYgmyQFuXKlVNwcLDLuKioKAuy+afr168bOnGpatWqbo9h5KQmKwuXuEe8p1q1alq/fr2yZ8/uMvb8+fM6evSox3Mycj3UrFnT43kAAAAAAIC0M1I0wt/18CRfvAa3b9/usK1BgwamjVO2bFlFRkbabduxY4dp46SHkff+3LlzSkhIsCAb6wUGBmrSpEl69tlnDcVbUXB29epVXblyxWUcn90AAACA76BwCQAAAICl6tWr5zImISFBmzdvtiCbzKlOnTouY/bv329BJkiLwMBAQyeWrV27VqmpqRZk9F+rV6+WzWZzGZeeXUFz5crlMub69etu959WRh4mgOeUKVNGb775pqHYrVu3ejYZGTsp0MhnLwAAAAAAsJ6RE8x5+B2e5IvXoLP5T7NzqVWrlt2vX7p0SX/88YepY7mjVq1a8vd3/oidzWbTgQMHLMrIO95//30VKlTIZZyvzMcGBQWpevXqHs8FAAAAgDEULgEAAACwVJs2bRQYGOgybsGCBRZkkznVrl3bZQyFS76pRYsWLmMuXbqk3377zYJs/uvnn382FNeyZUu3x8iXL5/LmEOHDrndf1r98ssvlo0F+wYMGKCgoCCXcZcvX/Z4LkYeSjDy2QsAAAAAAKxnZC40PSeJA6744jV48OBBh20VKlQwdSxn/TnLwypZs2ZV2bJlXcbd7+sqERERevTRR13GWTEfa+S9rly5skJCQjyeCwAAAABjKFwCAAAAYKlcuXKpSZMmLuNmz56t27dvW5BR5mPk1I+DBw8aOkEH1mrTpo2huJkzZ3o2kb+5du2aFi9e7DKuVKlSKl68uNvjGNnJ0aodLWNjY7Vp0yZLxoJj2bNnd7gb699duXLFo3mcOXNGN2/edBnHiUsAAAAAAPiemzdv6uLFi05j8uXLZ+g0cMAdvnoNnjx50mFb6dKlTR2rTJkyDttOnTpl6ljuMjK3d78XLklSq1atXMYkJiYqISHBo3kYea+ZjwUAAAB8C4VLAAAAACzXq1cvlzE3btzQlClTLMgm86lVq5b8/PycxiQkJDhdmIR3NG3aVNmyZXMZN3v2bN24ccPzCUmaPn26EhMTXcZ17tw5XeOUK1fOZcy1a9d09uzZdI1jxKxZs5SUlOTxceBawYIFXcYYKSpKDyOL5IUKFVKBAgU8mgcAAAAAAEg7I0URZhdpAH/ni9dgQkKCrl69arctV65cCg8PN3W8woULO2zzlXUKCpf+ZGQ+VvKNOVkKlwAAAADfQuESAAAAAMs99thjyp49u8u4d955R9evX7cgo8wle/bsqlGjhsu4nTt3WpAN0iI0NFTdu3d3GXfr1i198MEHHs8nLi7O8Dh9+/ZN11glSpRQaGioy7gFCxakaxxXkpOTNXHiRI+OAXOZ/SDF/7Vr1y6XMc2bN/doDgAAAAAAwD2XL192GWPkJHDAXb54DTo7ASp//vymj+dswx9Xp1FZxcj83t69e5WSkuL5ZDIAT87JJiYm6tChQy7jmJMFAAAAfAuFSwAAAAAsFxERoSeeeMJl3LVr1zR48GALMsp8OnTo4DJmw4YNnk8EadavXz9DcZMnTza0W2d6vPXWW7p27ZrLuMqVK6tmzZrpGsvf39/QDolz5sxJ1ziufPLJJzpz5oxHx4Bx586dcxkTGRnp0RzWr1/vMsbIZy4AAAAAALBeXFycy5iwsDALMkFm5YvXoLMN5Twx15YrVy63crFSlSpVnJ4MJf15UpWRTY4yMiPzsUFBQcqWLZvHcti6dauSkpKcxpQuXZrT8gAAAAAfQ+ESAAAAAK8YPny4smTJ4jLuhx9+0EcffWRBRplLx44dXcYYeRgf1mvatKlq167tMu727dt68sknlZqa6pE8tm7dqsmTJxuKffnll00Zs1mzZi5jduzY4bHTwqKjozVmzBiP9I20u3Llivbu3esyrnz58h7LITExUb/99pvTGH9/f7Vr185jOQAAAAAAAPfdvXvXZYyRjXsAd/niNeisWChr1qymj+esT1+6/4xsTnS/r6usXr3aZUzp0qUVEBDgsRyMbLpnZA0MAAAAgLUoXAIAAADgFfnz59err75qKPaVV17RtGnTPJyRc/Hx8Ro/frzOnj3r1TzMUq9ePae7GEp/FmlcvHjRooyQFiNHjjQUt379er3++uumjx8TE6Pu3bvr3r17LmOLFy+uxx57zJRxjS42Pvfcc6YXbN24cUPdunXT7du3Te03I7t48aLGjRtnaFdYT5gyZYqSk5NdxtWrV89jOfz6668ud/esU6eOcufO7bEcAAAAAACA+1zNkUrSzp07ZbPZLMgGmZEvXoO3bt1y2GZkQ7q0ctanL83HGilcMlJUkx5Tp07V5s2bPTqGIzdv3tSsWbNcxnlyPlYyVhxm5L8VAAAAAGtRuAQAAADAa1555RVVqFDBZZzNZtMzzzyjUaNGGSqUMNPVq1c1btw4lShRQiNHjvSpRbL0CAgIUNu2bV3G3e+7A2ZU3bp1U4MGDQzFTpgwQRMnTjRt7MuXL6tdu3a6cOGCofhx48YpMDDQlLHr16+vwoULu4zbvn27Jk2aZMqY0p87jLZu3VrR0dGm9Xk/SExM1OjRo1WsWDGNHj3a8DVhhl27duntt992GVexYkUVK1bMY3mwuycAAAAAABlbnjx5XMZcvHhRixcvtiAbZEa+eA062yzIrLnevwsKCnLYZuREKqu0bt3aaa6StGXLFkObLbnr119/VdOmTdWiRQstXbrU9A28nHnyyScNnYDlyfnQO3fu6LfffnMaExYWpubNm3ssBwAAAADuoXAJAAAAgNeEhoZqzpw5Cg4ONhT/zjvvqHHjxjpw4ICHM/tz8eepp55SkSJFNHr0aEOLMRlN586dXcasW7fOgkyQVn5+fvryyy8NLxK/8sorGjp0aLoXTPfv369GjRoZvgdbtWqlPn36pGvMv/Pz89OTTz5pKHbYsGGaMmVKusfcs2eP6tSpo127dqW7r/vVjRs3NG7cOBUrVky9e/fWmjVrPLpgvmHDBrVv397QQwtPPPGEx/KQjBV3GvmsBQAAAAAA3lGsWDH5+fm5jHv22Wd1/PhxCzJCZuOL1yCFS/ZlzZpVzZo1cxpz69Ytbd++3eO5bNiwQV26dFHZsmX1wQcfKCYmxmNjJSYmqm/fvpo/f77L2Ny5c6tr164ey+XXX391eU20bt1aoaGhHssBAAAAgHsoXAIAAADgVdWrV9fHH39sOH7btm2qXr26+vXrp927d5uWR2pqqrZu3aqRI0eqdOnSatSokb766islJiaaNoaveeCBBxQREeE0ZtmyZbLZbBZlhLSoWrWqXnvtNcPxkyZNUv369RUVFZXmsRITEzVu3DjVr1/f8OJ4tmzZ9OWXX6Z5LFeeffZZQ4uONptNgwcP1osvvqgbN26keZwrV67olVdeUd26dXXy5Mn/ac+dO7dy5syZ5n7vZykpKZo3b57atm2rIkWKaOjQoVq/fr1SUlJM6T8mJkYvvvii2rRpo6tXr7qMz5Url+FCN3dcvXpVW7dudRpToUIF1axZ02M5AAAAAACA9MmdO7ehv90vXLigWrVq6Z133tHZs2ctyAyZRUa7Bj2xXuBsEyQjRV1WMrJR15IlSyzI5E8nTpzQ8OHDVaRIEbVr105TpkzRH3/8YUrfNptNCxcuVO3atfXdd98Zes0LL7ygkJAQU8a3x8jJY4899pjHxgcAAADgPvO3wQAAAACANBo0aJDOnj2rd99911B8amqqvv32W3377beqVq2aunXrplatWqlGjRrKmjWroT7++OMPHTlyRLt371ZUVJSioqLuy1OVnImIiNBDDz3kdMEpJiZGUVFRaty4sYWZwag333xT27Zt05o1awzF7969W40bN1aTJk301FNPqX379sqbN6/dWJvNpt27d2vBggWaNm2arly5kqbcZs6cqdKlS6fpNUbkzZtXL774oiZMmOAy1maz6ZNPPtGcOXP03HPPqWvXrqpRo4bDxe6bN29q8+bN+vHHH/Xjjz/qzp07duP8/Pz0zTff6Nlnn1VsbGy6vp/71YULFzRp0iRNmjRJ2bJlU6NGjdS4cWPVqVNHFStWVKFChVz2YbPZdO7cOa1fv15LlizR8uXLHf43sWfcuHHKkSNHOr4L5xYuXKh79+45jenbt6/HxgcAAAAAAObo2LGjodO24+LiNGrUKI0aNUqFCxdW+fLllSNHDoWHh7ssrujUqZN69OhhVsq4z/jaNRgcHOywzaxNioz26ckiGHd0795dzz33nG7fvu0wZv78+XrvvfcszEq6d++eVq9erdWrV0uSKlWqpMaNG6thw4aqWrWqypcvb2hDsFu3bmnfvn1atmyZfv75Zx05csRwDsWKFdMrr7zi9vfgis1m04IFC5zG5MiRw6MnPgEAAABwH4VLAAAAAHzC+PHjFR8fr08//TRNr9u3b5/27dunt956S35+fipcuLCKFCmivHnzKiwsTEFBQUpKSlJiYqJiY2MVExOjCxcu6NatWx76TjKWvn37utwpb/78+RQu+Sh/f3/NnTtXjRs31tGjRw2/bvPmzdq8ebP8/PxUtGhRlS1bVjly5FBISIhu3bqlmJgYHT58WHFxcW7lNXbsWD344INuvdaIkSNHatasWYZ3jrx69arGjh2rsWPHKm/evCpWrJjy5s2rnDlzKikpSbGxsTp58qR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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 887,
"width": 1687
}
},
"output_type": "display_data"
}
],
"source": [
"# Make plot showing how the data are conditioned and write out the data in each panel\n",
"mt.make_conditioned_data_figure(write_filename=\"./test_\");"
]
},
{
"cell_type": "markdown",
"id": "7d7e07cd",
"metadata": {},
"source": [
"## Further Time-Series Demonstration (With Added Noise/Interference to Data)"
]
},
{
"cell_type": "code",
"execution_count": 55,
"id": "6e4ac821",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 55,
"metadata": {},
"output_type": "execute_result"
},
{
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 555
}
},
"output_type": "display_data"
}
],
"source": [
"# Create time-series\n",
"time = np.linspace(-10, 10, 1000)\n",
"baseline = 0.\n",
"slope = 1.\n",
"t0 = 0.\n",
"DeltaP = 1.\n",
"Gamma = 0.5\n",
"\n",
"DeltaT = -10.\n",
"\n",
"right_answer = np.array([baseline, slope, t0, DeltaP, Gamma])\n",
"temp_right_answer = np.array([baseline, slope, t0, DeltaT, Gamma])\n",
"\n",
"profile = modified_lorentzian(time, baseline, slope, t0, DeltaP, Gamma) + normal(scale=slope/20., size=len(time))\n",
"mt = PressureTimeseries(time, profile)\n",
"\n",
"# Add in some nasty sine wave action\n",
"red_noise_period = Gamma\n",
"temp_profile = modified_lorentzian(time, *temp_right_answer) +\\\n",
" normal(scale=slope, size=len(time)) + DeltaT/10.*np.sin(2*np.pi/red_noise_period*time)\n",
"tt = TemperatureTimeseries(time, temp_profile, \n",
" popts=[right_answer], \n",
" uncs=[np.array([0, 0, 0, 0, 0])])\n",
"plt.scatter(tt.time, tt.data)\n",
"\n",
"plt.axvline(tt.popts[0][2])"
]
},
{
"cell_type": "markdown",
"id": "91b5aa24",
"metadata": {},
"source": [
"## Retrieve Vortices Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 56,
"id": "1a5c5d60",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"150\n"
]
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 546
}
},
"output_type": "display_data"
}
],
"source": [
"tt.retrieve_vortices()\n",
"plt.scatter(tt.vortices[0][\"time\"], tt.vortices[0][\"data\"])\n",
"print(len(tt.vortices[0][\"time\"]))"
]
},
{
"cell_type": "markdown",
"id": "c92b3498",
"metadata": {},
"source": [
"## Vortex Normal Linear Regression Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "0f76808d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 57,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 546
}
},
"output_type": "display_data"
}
],
"source": [
"# Fit vortex using normal linear regression\n",
"# baseline, slope, t0, DeltaT, Gamma\n",
"temp_baseline = np.mean(tt.vortices[0][\"data\"])\n",
"temp_avg_slope = (tt.vortices[0][\"data\"][-1] - tt.vortices[0][\"data\"][0])/\\\n",
" (tt.vortices[0][\"time\"][-1] - tt.vortices[0][\"time\"][0])\n",
"max_excursion = -np.abs(np.max(tt.vortices[0][\"data\"]) - np.min(tt.vortices[0][\"data\"]))\n",
"\n",
"sigma = mad(tt.vortices[0][\"data\"])\n",
"\n",
"init_params = [temp_baseline, temp_avg_slope, t0, max_excursion, Gamma]\n",
"bounds = [[np.min(tt.vortices[0][\"data\"]), -3.*np.abs(temp_avg_slope), np.min(tt.vortices[0][\"time\"]), \n",
" -3.*np.abs(max_excursion), 0.], \n",
" [np.max(tt.vortices[0][\"data\"]), 3.*np.abs(temp_avg_slope), np.max(tt.vortices[0][\"time\"]), \n",
" 0., 3.*Gamma]]\n",
"\n",
"popt, unc = fit_vortex(tt.vortices[0], init_params, bounds)\n",
"# print(popt)\n",
"# print(unc)\n",
"# print(temp_right_answer)\n",
"\n",
"plt.scatter(tt.vortices[0][\"time\"], tt.vortices[0][\"data\"])\n",
"plt.plot(tt.vortices[0][\"time\"], modified_lorentzian(tt.vortices[0][\"time\"], *popt), lw=3, color='orange')"
]
},
{
"cell_type": "code",
"execution_count": 58,
"id": "cd042558",
"metadata": {},
"outputs": [],
"source": [
"# Fit vortex using Gaussian processes - https://george.readthedocs.io/en/latest/tutorials/model/"
]
},
{
"cell_type": "markdown",
"id": "e21a8c23",
"metadata": {},
"source": [
"## Temperature Time Series Demonstration"
]
},
{
"cell_type": "code",
"execution_count": 59,
"id": "92010f15",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Processing label: https://pds-atmospheres.nmsu.edu/PDS/data/PDS4/Mars2020/mars2020_meda/data_calibrated_env/sol_0000_0089/sol_0010/WE__0010___________CAL_ATS_________________P01.xml\n",
"Found a Header structure: HEADER\n",
"Found a Table_Delimited structure: TABLE\n",
"===================================================================\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 59,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 413,
"width": 565
}
},
"output_type": "display_data"
}
],
"source": [
"time, temperature = read_Perseverance_ATS_data(ATSfilename, which_ATS=1)\n",
"tt = TemperatureTimeseries(time, temperature)\n",
"plt.scatter(tt.time, tt.data, marker='.')"
]
},
{
"cell_type": "code",
"execution_count": 60,
"id": "dbc3be08",
"metadata": {},
"outputs": [],
"source": [
"### Currently experience div-by-zero error ###\n",
"\n",
"# Detrend\n",
"# window_size = 1. # 1 hour\n",
"# detrended_temperature = tt.detrend_timeseries_boxcar(window_size)\n",
"# plt.scatter(tt.time, tt.detrended_data, marker='.')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.10.4 64-bit",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.4"
},
"vscode": {
"interpreter": {
"hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}