{
"cells": [
{
"cell_type": "markdown",
"id": "f037fd25-b3cf-4cde-a591-8a856ce8fd13",
"metadata": {},
"source": [
"# Modelling liquid-line-of-descents with MAGEMin"
]
},
{
"cell_type": "markdown",
"id": "adc693d5",
"metadata": {},
"source": [
"- One of the primary uses of the MELTS models is simulating the crystallisation of magma under different conditions.\n",
"- Useful for identifying whether samples are linked by crystallisation or if other processes are required to explain the geochemical variability of a region.\n",
"- While crystallization models have traditionally been run using the MELTs thermodynamic models to development of MAGEMin allows us to simulate fractional crystallization using alternative thermodynamic models (Green et al. 2025; Weller et al. 2024).\n",
"\n",
"**Before any calculations can be run** users need to make sure they have followed the instructions for installing juliacall and the necessary MAGEMin packages in the installation guide.\n",
"\n",
"Data used in the calculations below can be downloaded from here: https://github.com/gleesonm1/PetThermoTools/blob/master/docs/Examples/CrystallisationTests/Fernandina_glass.xlsx"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "49d709f6-5b7f-4a0a-bdc7-5031ef5ca560",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"alphaMELTS for Python files successfully located.\n",
"If using the Green et al. (2025) or Weller et al. (2024) thermodynamic models please run `ptt.activate_petthermotools_env()` prior to any calculations.\n",
"Julia environment detected.\n",
"Detected IPython. Loading juliacall extension. See https://juliapy.github.io/PythonCall.jl/stable/compat/#IPython\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
" Activating project at `~/.petthermotools_julia_env`\n",
"Precompiling MAGEMinCalc...\n",
" 780.0 ms ? PythonCall\n",
"Info Given MAGEMinCalc was explicitly requested, output will be shown live \u001b[0K\n",
"\u001b[0KUsing libMAGEMin.dylib from MAGEMin_jll\n",
"\u001b[0K┌ Warning: Module PythonCall with build ID fafbfcfd-5919-c725-0476-cd0238baa5be is missing from the cache.\n",
"\u001b[0K│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n",
"\u001b[0K└ @ Base loading.jl:2541\n",
" 1196.0 ms ? MAGEMinCalc\n",
"[ Info: Precompiling MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2] (cache misses: wrong dep version loaded (4), mismatched flags (2))\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using libMAGEMin.dylib from MAGEMin_jll\n",
"Using libMAGEMin.dylib from MAGEMin_jll\n",
" From worker 5:\tUsing libMAGEMin.dylib from MAGEMin_jll\n",
" From worker 3:\tUsing libMAGEMin.dylib from MAGEMin_jll\n",
" From worker 2:\tUsing libMAGEMin.dylib from MAGEMin_jll\n",
" From worker 4:\tUsing libMAGEMin.dylib from MAGEMin_jll\n",
"Julia Environment Ready. MAGEMinCalc v0.6.1 detected\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"┌ Warning: Module PythonCall with build ID fafbfcfd-5919-c725-0476-cd0238baa5be is missing from the cache.\n",
"│ This may mean PythonCall [6099a3de-0909-46bc-b1f4-468b9a2dfc0d] does not support precompilation but is imported by a module that does.\n",
"└ @ Base loading.jl:2541\n",
"┌ Info: Skipping precompilation due to precompilable error. Importing MAGEMinCalc [dd69d18c-a947-4316-a873-d8ea006ff1b2].\n",
"└ exception = Error when precompiling module, potentially caused by a __precompile__(false) declaration in the module.\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import petthermotools as ptt\n",
"\n",
"import os\n",
"\n",
"# os.environ[\"JULIA_PROJECT\"] = os.path.expanduser(\"~/.petthermotools_julia_env\")\n",
"# os.environ[\"PYTHON_JULIACALL_AUTOLOAD_IPYTHON_EXTENSION\"] = \"no\"\n",
"\n",
"ptt.activate_petthermotools_env()"
]
},
{
"cell_type": "markdown",
"id": "00cf288b-d00b-4dba-8e95-985874c5ec8d",
"metadata": {},
"source": [
"In this notebook we'll show how PetThermoTools can quickly perform multiple calculations (utilizing parallel processing), and investigate how the liquid-line-of-descent is linked to the conditions of magma storage. **Note: this notebook is near identical to the standard liquid-line-of-descent example but uses the Green et al. (2025) and Weller et al. (2024) thermodynamic models through MAGEMin; Riel et al. (2022).**\n",
"\n",
"First, we need to load in some data. For this example we'll use data from Isla Fernandina in the Galapagos Archipelago, where a series of melt inclusions (Koleszar et al. 2009) and matrix glasses (Peterson et al. 2017) provide us with plenty of glass data to constain the magmatic evolution of the sub-volcanic system. The melt inclusion and matrix glass data is included in a single excel spreadsheet that we can load in using Pandas. We can also split this DataFrame into two. One containing just the melt inclusion data, the second including just the matrix glass data."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "09f40231-5761-4cbe-8b86-a11b1696fa6b",
"metadata": {},
"outputs": [
{
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Group
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3
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-0.21
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3.14
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13.92
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11.77
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0.20
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6.47
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11.46
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2.82
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0.46
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0.33
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0.732
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0.010531
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4
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MG
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-0.24
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" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MG -0.17 -91.77 49.11 2.90 14.04 11.38 0.21 6.53 11.88 \n",
"1 MG -0.17 -91.77 49.22 3.10 14.09 11.37 0.20 6.75 11.78 \n",
"2 MG -0.21 -91.81 49.01 2.92 13.92 11.74 0.21 6.31 11.90 \n",
"3 MG -0.21 -91.80 49.42 3.14 13.92 11.77 0.20 6.47 11.46 \n",
"4 MG -0.24 -91.75 48.76 3.57 13.88 11.83 0.23 6.37 11.40 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.55 0.43 0.30 0.593 0.011442 \n",
"1 2.75 0.44 0.31 0.683 0.009890 \n",
"2 2.55 0.46 0.33 0.635 0.012210 \n",
"3 2.82 0.46 0.33 0.732 0.010531 \n",
"4 3.09 0.52 0.36 0.834 0.007797 "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_excel('Fernandina_glass.xlsx')\n",
"df = df.fillna(0)\n",
"\n",
"# split data based on the Group (Melt Inclusion or Matrix Glass)\n",
"MI = df.loc[df['Group'] == 'MI',:].reset_index(drop = True)\n",
"MG = df.loc[df['Group'] == 'MG',:].reset_index(drop = True)\n",
"\n",
"MG.head()"
]
},
{
"cell_type": "markdown",
"id": "f8d588ca-4d54-4b6e-bfcf-8fb872676ace",
"metadata": {},
"source": [
"One of the key things that we need to perform any calculations with MELTS is a starting composition. To start, let's use the most primitive (highest MgO) composition from the melt inclusion analyses. There are a few ways to find this composition, the way I like to do so (not necessarily the quickest) is to simply sort the melt inclusion DataFrame by the MgO contents and select the first row:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d58cfa8a-3bee-4f7d-8431-567d2b8a95e4",
"metadata": {},
"outputs": [
{
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SiO2
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TiO2
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Al2O3
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FeOt
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MnO
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Na2O
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" Group Latitude Longitude SiO2 TiO2 Al2O3 FeOt MnO MgO CaO \\\n",
"0 MI 0.0 0.0 47.5 2.29 16.4 9.16 0.123 9.38 11.6 \n",
"1 MI 0.0 0.0 47.5 2.58 15.5 10.04 0.138 8.97 11.4 \n",
"2 MI 0.0 0.0 49.2 2.33 16.0 8.67 0.147 8.94 12.0 \n",
"3 MI 0.0 0.0 48.4 2.50 15.7 9.07 0.139 8.88 11.6 \n",
"4 MI 0.0 0.0 48.1 2.46 15.3 8.96 0.153 8.82 12.1 \n",
"\n",
" Na2O K2O P2O5 H2O CO2 \n",
"0 2.25 0.329 0.257 0.68 0.0280 \n",
"1 2.44 0.428 0.262 0.69 0.0630 \n",
"2 1.78 0.005 0.094 0.78 0.0004 \n",
"3 2.18 0.398 0.326 0.69 0.0126 \n",
"4 2.34 0.325 0.387 0.88 0.4986 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"MI = MI.sort_values('MgO', ascending = False, ignore_index = True)\n",
"MI.head()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5da77a80-a76a-49ab-85ea-6aa28caf30b6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Group MI\n",
"Latitude 0.0\n",
"Longitude 0.0\n",
"SiO2 47.5\n",
"TiO2 2.29\n",
"Al2O3 16.4\n",
"FeOt 9.16\n",
"MnO 0.123\n",
"MgO 9.38\n",
"CaO 11.6\n",
"Na2O 2.25\n",
"K2O 0.329\n",
"P2O5 0.257\n",
"H2O 0.68\n",
"CO2 0.028\n",
"Cr2O3 0.05\n",
"Name: 0, dtype: object"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"starting_comp = MI.loc[0]\n",
"starting_comp['Cr2O3'] = 0.05\n",
"starting_comp"
]
},
{
"cell_type": "markdown",
"id": "8031b333-bc47-412a-b870-bd3cf750e752",
"metadata": {},
"source": [
"We can now perform crystallisation calculations. These calculations are run using the Weller et al. (2024) thermodynamic model, start at the liquidus and end at 1100$^o$C. The calculations are also run at 1 log unit below the FMQ buffer. By specifying Frac_solid = True, we inform PetThermoTools that we want to perform a fractional (rather than equilibrium) crystallisation scenario."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "6cf1e49f-28d0-4988-b950-f837c3a4dfb9",
"metadata": {},
"outputs": [],
"source": [
"Weller_Xtal = ptt.isobaric_crystallisation(Model = \"Weller2024\",\n",
" bulk = starting_comp.to_dict(),\n",
" find_liquidus = True,\n",
" P_bar = np.array([500.0,1000.0,2000.0,4000.0]),\n",
" T_end_C = 1100.0,\n",
" dt_C = 2.0,\n",
" fO2_buffer = \"FMQ\",\n",
" fO2_offset = -1.0,\n",
" label = 'P_bar',\n",
" Frac_solid = True,\n",
" timeout = 300)"
]
},
{
"cell_type": "markdown",
"id": "0864bfa7",
"metadata": {},
"source": [
"We can also run the same calculations using the Green et al. (2025) thermodynamic model (through MAGEMin_C)."
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "fc902acf",
"metadata": {},
"outputs": [],
"source": [
"Green_Xtal = ptt.isobaric_crystallisation(Model = \"Green2025\",\n",
" bulk = starting_comp.to_dict(),\n",
" find_liquidus = True,\n",
" P_bar = np.array([500.0,1000.0,2000.0,4000.0]),\n",
" T_end_C = 1100.0,\n",
" dt_C = 2.0,\n",
" fO2_buffer = \"FMQ\",\n",
" fO2_offset = -1.0,\n",
" label = 'P_bar',\n",
" Frac_solid = True,\n",
" timeout = 300)"
]
},
{
"cell_type": "markdown",
"id": "0ca3d805",
"metadata": {},
"source": [
"There are several ways to display the results. Option 1 is to use the in-built harker plotting function which directly plots a 3-by-2 group of plots without having to make any changes to the output from the crystallisation models. You'll see below that the code also allows other data to be loaded and plotted alongside the models: "
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "8fc81108",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"y axis variable Cr2O3 not found in data\n",
"y axis variable Cr2O3 not found in data\n"
]
},
{
"data": {
"text/plain": [
"(,\n",
" array([[,\n",
" ,\n",
" ],\n",
" [,\n",
" ,\n",
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" [,\n",
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]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ptt.harker(Results = Weller_Xtal, data = {'MI': MI, 'MG': MG},\n",
" d_color = ['b','red'], legend_loc = [1,2])"
]
},
{
"cell_type": "markdown",
"id": "4a352a00",
"metadata": {},
"source": [
"The plot above shows the results using the Weller et al. (2024) model. To plot the results of the Green et al. (2025) calculations we just need to change the parameter passed to the `Results` kwarg:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "b39d3003",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"y axis variable Cr2O3 not found in data\n",
"y axis variable Cr2O3 not found in data\n"
]
},
{
"data": {
"text/plain": [
"(,\n",
" array([[,\n",
" ,\n",
" ],\n",
" [,\n",
" ,\n",
" ],\n",
" [,\n",
" , ]], dtype=object))"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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x3rIZA0vLEq2HJEmSJBWGl5cXrq6uKBTdEGIud/TuUyVeiYNeEK9GemkP6rGY46FnOB5yHH2FPtPbTkehUKSXIVJTebBwIQCVBw6k8qBBma5hYKxi4DfLSZ6cxO/LpmH5+wEsngjaHk8i1GcBZ5svot27Q2jYZTzoG5bUrRdY2Q+9JUmSJJ0QERFBvFqNB+CdYfMA4p+uZ1saDG1ssNmyFYOaNUkKCiJ46DCSHzwolbpIkiRJUkHMnj3/aVB7CKXxaMxf7woIvlEvQyFSwf5tEup2YOH/tIHr0KZDaVCpQaYyonbvJvHaNZSmplh8MSbHaxkYGfLO1O/ocOIitz7oSXQFBRbR4PSvhrivN7N3oCM39syBlMTivOVCk4GtJEmSVKRKcz3bnBjWroX1li3pwW3Q0KEyuJUkSZLKvOvXryGEM6Cg8hvX0FOl0DvmOK1NH4KBCTh/y3q/9dyLvYdVBSs+dfg00/mpsXGEL18BgMXnn6NfuXKe19QzMqL3zKW0OuXDlaHvElJdH8NUaHQFYmduZ+dHLbi+bxYklq0l9WRgK0mSJL0U0oPbWrVIDgomaMhQku/dK+1qSZIkSVKOGje2Q6E4jGHNSCo63MWMOGZW3KL98PUJ3FGksunyJgAmt5mMiYFJpvMfrVtHakQEBjbWVPng/QJd28BYxTvT5vDmX75cnDyaOzUMUCWDw1l4OGsnHmNb4e/5NcRHFsm9vigZ2EqSJEkvDcPatbDZslkb3AYHc2fwEJLu3CntaklSuXTy5En69OlDzZo1USgU7NmzJ8sx/v7+vP3225ibm2Nqakq7du0IDg7OsUx3d3cUCkWWTZ3N3H5JKg/c3KYj+JOq3X4HYGzUGiyNE4kxqoFoN4Zvz31LsiaZjrU60tm6c6Zzk+/dI3KTNui1nDgRhWHh5sca6Ovx/odjcD7my43PPiDSVEmVWHA6ocfDRQfwGN+Wyzu+LPUAVwa2kiRJUpEqK+vZ5sSgVi1stnlgWK8eKaGh3Bk8BPX166VdLUkqd+Li4nB0dGTlypXZfn7r1i1effVV7OzsOH78OP/99x8zZ85EpVLlWq6ZmRmhoaGZtrzOkSRd5eLiwrifPDG0rE7T5CuMqO4NgOmgtRy5d5wzoWcwVBoy7ZVpmRJGATxY8h0iKQmTV16hYufO2RVfIEqlkre/nEG7Uz6EDH+HqApKqkWD03F9or47ws4v2uG/Y1ypBbgyK7IkSZJUJNLXs82m58TYyIjQ0FB8fHyynFPSmZIBDKyssPHYSvDIj0i8do3gIUOps349xs2blXhdJKm86tGjBz169Mjx8+nTp9OzZ08WL16cvq9+/fp5lqtQKLCysiqSOkpSWfcwJpGjD4xRksTmWntQRgPN3yWuthOL97wNwIjmI7A2y/xvafz588QcOgRKJZbTpmYJel+EnpER3abMJfXLafzzwzyMdu2hSqyGKv/q8cT3ENv+2o+Tc2/sermByrzIrpsXGdhKkiRJRSLjerYZhYaG8o6rK717985yTlEtAxQcHJxt1uXcAmf9qlWx2exO8CefoP7vEsEjR2KzdQsqW9sXqoskSXnTaDTs37+fSZMm4ezszMWLF6lXrx5Tp06lX79+uZ4bGxuLjY0NqamptGjRgrlz59KyZcscj09MTCQx8VkW1+jo6KK6DUkqdgsO+BOjTmFS1TNYRF8BIzPoNo81/60hPD6cWhVrMbLZyEzniNRUwr5dAEClAe+isrMrlrrpGRvzxuT5pH71DSfWLMDgl9+wiEql1Uk9Hvx3kH//2k/rHoNw7D69RJYJkkORJUmSpCJjbW1Nq1atMm01atRAnZhYbMsABQcHY29ri5OTU5bN3tY21/l6eubmWG/YiHHLlmiiowkeMZLE24EvVB9JkvIWHh5ObGwsCxcupHv37hw5coT+/fvj4uLCiRMncjzPzs4Od3d39u7dy/bt21GpVHTs2JEbN27keM6CBQswNzdP3+rUqVMctyRJRe7s7Ud4XbxHFUU0nyR7aHe+OZ2bKbF4XNX+Pa3tNFT6mYfiP/H0JNHfH6WpKdXGji32euoZGfHWl7PoeNKbex8NIKqCkupR0OGYkug5v7JudAv+d2QhaFKLtR4ysJUkSZJKRHEtA/Si6+fqVaxAnZ/XYNTEntRHjwgeMUJmS5akYqbRaADo27cv48aNo0WLFkyZMoXevXuzZs2aHM9r164dgwcPxtHRkddee41ff/2Vxo0b8+OPP+Z4ztSpU4mKikrfQkJCivx+JKmoJadqmLnnMgBrahxAPykKLJshWo9k3rl5pIgU3qzzJq/Xfj3TeakxMTx8urxPtTGj0a9SpcTqrDQyosuE2bzyz3nCBrsSXUGJRTS8ekKQOnUzP33mwMk/F4IQxXP9YilVkiRJkkrYiwTOemZmWK9fj2H9+qSEhRH04QiSw8OLpZ6SJGmnCejr69OkSZNM++3t7XMdZfE8pVJJmzZtcu2xNTIywszMLNMmSWXdxlOB3AiP5VWTYNpE/qHd2XMJ+4IO4f3AG5WeiimvTMlyXsSq1aRGRmJYvz6V3y/Y8j5FRWliwpsz5tHmtA9hI9/nsZkeleLgrRMaDCZt5jfXZpyePprUIu7BlYGtJEmSJAH6VapgvXFD+lJAISNHkvL4cWlXS5LKJUNDQ9q0aUNAQECm/devX8fGxibf5Qgh8PX1pUaNGkVdRUkqNfeeJLDi2A0UaFhh9gsKBDQfQHSNZnx34TsAPnH4hJoVa2Y6L/F2IJFbtwJgOWUyCgODEq97RkojI96cOJN2p3y4N2KYNsCNh6ZXNVT2/ItNB+YW7fWKtDRJkiRJykFpLQN0K/4Ws/6exQXvC/j4+GTanu8ZMrCywnrTRvSrVyfxxk1CRn5Eqkw0I0mFEhsbi6+vL76+vgAEBgbi6+ub/t5NnDiRnTt3sm7dOm7evMnKlSv5448/+Pzzz9PLGDp0KFOnTk3/e/bs2Rw+fJjbt2/j6+vLyJEj8fX1ZdSoUSV6b5JUWF5eXjg6OmFsXAFHRye8vLyyHDN77xXik1KZUN2bqk8ugWFF6DqHlRdXEqmOpK5ZXYY1HZblvAcLF0BKChU7daLi669n+by0KA0N6TJpCvcnuOHe6NmPUJE3i3bajwxsJZ2Sn8ZAkqSyJX0ZIMApwzYYbVZkCwuLIrlOdoGzUqVk2e1leAZ74uLuQut2rfNMLmVobY31po3oVamC+upVQj75FE1cXJHUUZJeJhcuXKBly5bpGYvHjx9Py5Yt+eabbwDo378/a9asYfHixTRv3pz169fj6enJq6++ml5GcHAwoaGh6X8/efKETz75BHt7e7p168a9e/c4efIkr7zySsnenCQVgpeXF66urvj5WaBWz8XPzwJXV9dM32eP+T/gyNUHVFbG82nSFu3ON6ZwNfkxOwN2AtqEUYZ6mbMMx544QdzJf8DAgOpTJpfYPeWXl5cX7w4cwJL9BjS5PoIBiVWY/PX6Iv0urxCimGbvvkSio6MxNzcnKipKztsoRmmNgULRDSGcUSgOI8QRPD09cXFxKe3qSTpCvq/5V5TPqjDL8RSkbHtbW+KzWT/XRKVi+raZbIvchtJAScMb8Xz5QxBmMan4ow2uvb29adWqVZZz1deuETR0GJroaExeeYU6a39GqVJlOU6SygLZtuWffFZSaXF0dMLPzwIhDgEKQKBQOOPgEImv7wUSklLpsuwE954k4GX9G63CvcCiMZpP/2HIkZFcirhE97rdWdJpSaZyRVISt9/uS9KdO1QZMQLLSRNL5f5yk9e956Qg76tcx1bSGbNnz38a1GpfCCHGoVA4M2fOtzKwlaQyztra+oUD2NzKzm79XNAGzn5+fsxfMp/mY6252ciEJdPrs3pZEPbhSbmWq7Kzw3r9OoI/HEH8//5HyKjPqLPqJ5QmJsVyH5IkSVL5dv36NYSYizawA+332e4EBMwE4Ie/bnDvSQJdzUJoGb5be0ivZewO3M+liEuY6JswofWELOVGbvUg6c4d9CwssPj8s5K5mQLK696LghyKLOkM7QvhTNYXoqRm6kmSVFZlt35uWi/sOy4uxF+PZ8b829R6mESwlRGDZ9Qn0Cbv3ldjBwdtT62JCfFnzxL88SekxsYW9+1IkiRJ5VDjxnYoFIeBtAGzAoXiELa29tx4EMO6k7fRI5VlJpu0CaMc3+dJjeYs91kOwOgWo7GsYJmpzJSHD4lYtQqA6uPGoVexYsndUAHkdu9FRQa2ks4oiRdCkqTyJSIiAnWStme2ZmgSHnNv0fR2PI/N9Fk0uR4mjfPufTVxcsJ64waUpqYkeHsTPGIkqVFRxV11SZIkqZxxc5uOEEdQKJyBZSgUzghxlJnfTGfabj9SNIJva/6L6ZNrYFwZus1luc9yniQ+oVHlRrxvn3X5ngcLFqKJi0PVrBnm/fuV+D3lV0737uY2vciuIQNbSWeUxAshSZJuCw4OzpT12N//2YgOfyA4OpUvFt/B7locCSZ61P26Ln4xfnmWa9yiBdbum9AzN0d96RJBwz+U69xKkiSVc0WRtDRjGbNnz2fixIk4OESiUs3EwSESLy8vkms7cf7OY+obPubdmKcJo7rOwTfuLp43PAGY2W4m+srMs0hj//mH6AMHQKnEatYsFMqyG9q5uLjg6emZ5d779+9fZNeQyaOKgExCUHK8vLyYM+dbAgL8sbW1x81tepG+EFL5J9/X/NO1Z5VbEiljICHD3wpDBdajrTF1NEVfoc+STkvoYtMlz2uoA64TPGIEqY8eoW9pSe2ffsK4WdOiuwlJKiRde19Lk3xWUn4URdLS/JTxMCaRzkuPE61O4XidddR9+DfUaUfKsD8YeOA9rj++Tv+G/ZnTcU6msjUJCdzu8zbJd+9SZdhQLDMsi1WeFOR9LbthvSRlw8XFRZs1LiEOX98LMqiVJCldREQE8Wo1HoD3083j6We7MuzzBrYmCYJ/CKa5YXNSRAoTTkxg/+39eV5DZduYur9sw7B+fVIePCBo8GDtr+WSJElSuZI5ael4hDiEQtGVOXO+LdIy5u2/SrQ6hRHV/LVBrVIfen/PLwE7uP74OuZG5oxzGpel7IhVq0i+exf9GjWoNnZsEdyx7ivXge2sWbNQKBSZNisrq/TPvby8cHZ2xsLCAoVCkb6AuCRJkqS77IFWT7e0GfhPsjlOpArGNR5H3wZ9SRWpTP1nKrtv7M6zfEMbG+ru3EGFTq8j1Grujf+a8BUrkAOgJEmSyo+iSFqaVxknrj/kd9/7VFSomaLZoD2kwxc8qFiVn3x/AuCrVl9RWVU5U7nqgAAebdwEgNXMGSgrVCjkXZYv5TqwBWjatCmhoaHpm5/fs7lUcXFxdOzYkYULF5ZiDSVJkqTiYoF2GPJgwCnDNhjtGreW1SyZ03EOAxoPQCD45vQ37Ly2M89y9UxNqbNqFVVGjgDg0eo1PFyxotjuQ5IkSSpZRZG0NLcy1MmpzNxzGYB1dY5iGHcfKtnA65NYcmEJ8SnxOFRzwKXRs2HPmqQkIrdsJXj4h5CaimnXrpi+9VaR3G95UO7XsdXX18/US5vRkCFDALhz504J1kiSJEkqKdZohyH3Bjw8PLC3f/aFxMLCAus6deCyJzNemYahniEe/h7MOzcPdaqaYU2H5Vq2Qk8Py4kTMaxdm7DZc3i05mf0q1pQZcjgYr0nSZIkqfi5uU1/Oj/WGSG6o1Acepq0NP8JpHIrY9XfNwmOjOd101DaPfxVe0KvpZyO8OXwncMoFUpmtJ2BUqFEaDRE7z/AwxUrSL57FwDDBg2wnDGjOG5dZ5X7HtsbN25Qs2ZN6tWrx6BBg7h9+/YLl5mYmEh0dHSmTZIkqbisXr0aBwcHzMzMMDMzo3379hw8eDDH448fP55lGoZCoeDatWslWOvS4w/4ZNiePN1vb2+faY1ba2trODoTPEei2DuaSU5fM7LZSAC+u/AdSy8sRSM0eV6v8nvvUe1L7fymB99+S9T+vOfqSpIkSWVbUWTxzamMFq91Y82J2yjR8EPFzShEKjTpR1L9Tnx7Tjv/dpDtIOyr2pNw+Qp3Bg7i/sSJ2jm11aphNXs29X/fg4Fl9eK6fZ1Urnts27Zty5YtW2jcuDEPHjxg3rx5dOjQgStXrlC1atVCl7tgwQJmz55dhDWVJEnKWe3atVm4cCENGzYEYPPmzfTt25eLFy/StGnOGXkDAgIyZRCsVq1asde1NFlYWGCiUjE4m6zIJioVFhYWWU+q2QoUevDfdhSaFL7suxpTQ1OW+yzH/Yo74fHhzOs4DwM9g1yvXXXUKFIiHvF42zbuT5mKXqVKVOzYsahuTZIkSSoFLi4u+c6A/DwvLy9mz57P9evXaNzYjm3btuLi4oIQgmGbzpOUqmF2jXNUenwJjMyg+0Lcr7gTFB1EVVVVPm8wlLA5c4jcvgOFEMRqNOwzMKLF6M/pP3BAEd9p+fBSLfcTFxdHgwYNmDRpEuPHj0/ff+fOHerVq8fFixdp0aJFnuUkJiaSmJiY/nd0dDR16tSRaeMlSQeUl2UeqlSpwpIlSxg5cmSWz44fP86bb77J48ePqVSpUqGvoYvPKjg4mIiIiCz7LSwstD202bn6O/w2AjQp0LQ/uKzjjzuH+Obfb0gRKbSt0ZblbyynomHFXK8tUlO5N2ECMQcPoVCpqLVsqZz7JJUYXXxfS4t8VlJxy22ZH+NG7flsmw+19Z5wssJklEkx0GMJ95r2ot+efiQmJ/Bjogs1thwjNTISgD+iTVgS3p9Hmn8KvOSQrivI+1que2yfV6FCBZo3b86NGzdeqBwjIyOMjIyKqFaSJEn5l5qayq5du4iLi6N9+/a5HtuyZUvUajVNmjRhxowZvPnmm7ken92PdrrG2to65wA2J036woAt8OswuLIbNCn0cd1IFVUVxh0fx7nQc4w4PII1XddQRVUlx2IUenrUXLSIu/HxxJ04yd0xX2A5fRpVPvjgBe9KkiRJ0iWZl/lRIMQ4FApnZs//DpN35gKwwcoL5aMYqOUEbUay8O8vaXotnpGnjLAI20UqEKJQMDO4Gv+LP442s7JAoXBmzpxvX5rAtiDK/RzbjBITE/H396dGjRqlXRVJkqQC8fPzo2LFihgZGTFq1Ch2795NkyZNsj22Ro0arF27Fk9PT7y8vLC1taVz586cPHky12ssWLAAc3Pz9K1OnTrFcSvFKjg4GB8fnyxbcHBw7ifa9YKBHqBnCP5/wLZ36Fi1GZu6b6KKqgr+kf4MPzScsLiwXItRGhpSZ+VKKr37Dmg0PJg7jweLlyA0ec/VlSRJksqHnJb5uV+lOaFRagaYX8H20Z/aqTC9l/Pv0S28ueAYk3/TYBGWgJ65OdUnT8b1ThD/i++bpZyCLDn0MinXQ5EnTJhAnz59sLa2Jjw8nHnz5nHixAn8/PywsbEhMjKS4OBg7t+/T69evdixYwe2trZYWVnlmEk5O3JIiyTpDl19X5OSkggODubJkyd4enqyfv16Tpw4kWNw+7w+ffqgUCjYu3dvjsfo+jSL4OBg7G1tic9hjq1/QEDevbk3j8HOIZAcB5bN4INdBIpEPjn6CWFxYdSsUJO13dZiY2aTazFCCB79vJaHy5cDYNqjOzUXLUJpaFjY25OkXOlq21Ya5LOSipujoxN+fhbpPbYgMLQcTI2hAzFWJuNTZSbG8fdIbDicsLMpxP/5FwCphnpUHz6Sqh+NRM/MLNtyFApnHBwi8fW9UIp3WHIK8r6W6x7bu3fv8t5772Fra4uLiwuGhoacPXsWGxvtF5K9e/fSsmVLevXqBcCgQYNo2bIla9asKc1qS5IkZWFoaEjDhg1p3bo1CxYswNHRkRUFWDe1Xbt2eU7DMDIySs+8nLbpkoiICOLVajwA7wybBxCvVmc79zaLhp3RDN8PFarDg8uwviv1EtVs6b4FGzMb7sfdZ9jBYQREBuRajEKhwGLUp9RcshgMDIg5eIi7n32OJi7uxW9UkiRJKtPc3KYjxBEUCmdgGQpld6o4twGlHj/UOIxBZChhl2pxe8Ex4v/8C40CTjuZYH1gH9XHj0Pv6b+/WcpROD9dLmh6qd5fWVWuA9sdO3Zw//59kpKSuHfvHp6enpl6N4YPH44QIss2a9as0qu0JElSPgghMvWu5uXixYsvzTQMe6BVhs0+98Mz8bsbRY9fY7jTfy9UbQTRd2GjMzUibuHe3R3byrY8Uj9i+KHhnAs9l2d55n36UGfNahQmJsT9+y/BI0aS+uRJoe5LkiRJF3l5eeHo6ISxcQUcHZ3w8sr/OrC6KC0bsoGBCn39f4GJmDpVxKhGI1oSSIvTB7m1rzqPrwpITcWnoZIJI/WoPf9bzGrXzVTWiyw5lPbcDQ2NMTY2w9DQqNw//3Id2EqSJJUH06ZN459//uHOnTv4+fkxffp0jh8/zgdPkxJNnTqVoUOHph+/fPly9uzZw40bN7hy5QpTp07F09OTMWPGlNYt6AQhBHP3XSXgQQz9fwnhkvOvUKcdqKNga38sbp1kg/MGnCydiE2OZdSfo9h3e1+e5Vbs2BGbjRtQmpuT8N9/BA0ZSvKD8BK4I0mSpNKVlh3Yz88CtXoufn4WuLq6ltvgKuP9JifPJzm5A3pmFlTqOJg3Q7yZe/BHIv6riCZFiapZM7zGtmDhu0pqO7Snm023bMt0cXHB1/cCCQlx+PpeyHdQq61HVZKT56NWtyU5OYlLl1LL9fOXga0kSVIZ9+DBA4YMGZKeBOrcuXMcOnSIrl27AhAaGpopOVJSUhITJkzAwcGB1157jVOnTrF//36ZQTEPCoWC1YNb4VjbnMfxyQzcep0T7daBXW9ITYLfPsTcx4Ofu/6Mc11nUjQpTP1nKuv91pNXugrjFi2w2boF/WrVSLxxg6APPiApKKiE7kySJKl0ZM4OPB4hDqFQdGXOnG9Lu2rF4vn7hcO82WEEP5xZxSTv7eglKtEzTqXmrEncXvIJOypcRl+pz7S201AoFHkVX4h6HH5ajyNAV0C/XD//cp08qqTIJASSpDvk+5p/uvasfHx8cHJywoPMw4/9gcGAt7c3rVq1yrOcuMQUPtvmw8nrD9FXKljk0hTX8JXwv7XaA9qNRtN1Dkt9vmfL1S0AvG/3PpNfmYxSkfvvxUl37xI8YiTJwcHoWVhgvX4dKju7Qt2vJGWka+9raZLPquQYG1dArZ6LNrhKswyVaiYJCeUv50DG+61veItJ9ebzOme0H+oJqjWNYdXDaL48dJd+v/cjIiGCj5t/zNhWY4utHs8sA2YCc3Xq+cvkUZIkSZLOKfRSPU9ZWFhgolIxGHDKsA1GmxXZwsIiX+VUMNJn/dDW9G9ZixSN4OvfLvOD4ceILrO1B5z9CeXuT5jYciyT2kwC4JdrvzD91HSSNcm5lm1YuzZ1t3lgZGdHakQEQUOGEn/h5chsKUnSy6dxYzsUisNAWj+aQKE4hK1tQbIf6I7Gje2orHeAmdVns6duX17nDKkKJfesjGjU5wGPqqfwR1QjvrvwHREJEdQ1q8unjp8WSz2ef+5wCLAv189fBraSJElSqUtbqsfJySnLZm9rm6/g1traGv+AALy9vbNs+VrqJwNDfSVL33Xk49fqAbDszxuMDelEUt+fQWkAlz1h2zsMqd+Xb1/9Fj2FHvtu72P83+NRp2Rdbigj/WrVsNmyGePWTmhiYgge+RExf/+d77pJkq44efIkffr0oWbNmigUCvbs2ZPlGH9/f95++23Mzc0xNTWlXbt2eb7vaclAjYyMaNKkCbt37y6mO5Be1MuU1VekpLC861scqBfMe5V3oK9I5bRVUxa16cybrweir9Iw5uAjBkx9jz0396BAwZyOczDSMyryujx77t3Q9tR2BY4CKeX2+YMMbCVJkqQyoEiW6kEb3LZq1SrLVpCgNo1SqWB6ryYscGmOvlLBH//d591/a/O4/zYwrAiBJ2FTT/pUb8PyN5djpGfE8bvHGfXnKGKSYnItW8/MDOv166n4xhuIxETujvmCqN9/L3AdJaksi4uLw9HRkZUrV2b7+a1bt3j11Vexs7Pj+PHj/Pfff8ycOROVSpVjmWfOnGHgwIEMGTKE//77jyFDhjBgwADOncs7S7lU8l4kq68uiTt9msD+Lljt24e5nh6B+iomvfoZC9oNYWrVX9FTwqG7FRm5xIM/FX8C8J7de7Ss3rJY6vPsuT/GwGA6KtX/MDAwxNFRv1w+/zRyjm0RkHM1JEl3yPc1/0riWQUHBxMREYG/vz+DBw/GG+0SPWl80A4nzu/82OJy5tYjPtvmzZP4ZKzMVPzSW0X9w8MhLhwq2cCwP7iQ+JAv/vqC2ORY7KrYsbrLaiyMcx/+LJKTCZ0xg6jf9wJgOW0qVTJkuJak/CrrbZtCoWD37t3069cvfd+gQYMwMDBg69at+S5n4MCBREdHc/DgwfR93bt3p3Llymzfvj1fZZT1ZyXpjgS/yzz8fhlxp7XzaPXMzak0diwD71oS+FjN2non6Bb6MxhXhtHnWXh1A9v8t1GrYi283vbCxMCklO9AK22JouvXr9G4sR1ubtPLTMJJOcdWkiRJKvMyDj8ePHhwaVcnV+0bVOX30R1pWL0iYdFq3vaM5XznnVC5HjwJAvdetDasykbnjVRRVeFa5DWGHBhCSHRIruUqDAyosWABVYZpg9kH3y4gfPnyPLMsS5Ku02g07N+/n8aNG+Ps7Ez16tVp27ZttsOVMzpz5gzdumVeFsXZ2ZnTp08XY20lKbPE24Hc/fIr7rz7rjaoNTCg8pAhNDh8iC0WTgQ+VtPa9BFdw921Jzgv4Io6nF/8fwHgm/bflKmgtrwsySQDW0mSJKlUZBx+7FHalckHm6oV8PysA+3qVyE2MYX3fgvjYJsNULUhRIWAey/sMWRrj63Urlibu7F3GXxwMP6P/HMtV6FUUn3KFKp99RUAj9b8zIN582VwK5Vr4eHhxMbGsnDhQrp3786RI0fo378/Li4unDhxIsfzwsLCsLS0zLTP0tKSsLCwHM9JTEwkOjo60yZJhZH84AGhM7/hdp8+xBw+DAoF5n370uDgAaymTyMwSZ+fT95CgYa15ptRpCZCg7dIbf4uc87OQSDoWa8nHWp2KO1bSVeelmSSga0kSZJUqux5tjyPP9rhx2lb7iFhyTM3NmDziFfo41iTFI3gs71hbGq0EmFhC9H3YFNPrBPVbO25FbsqdkSqI/nw8IecuX8m13IVCgUWoz7FatYsUCh4vG0bD+Z/K4NbqdzSaDQA9O3bl3HjxtGiRQumTJlC7969WbNmTa7nPr/epxAi1zVAFyxYgLm5efpWp06dF78B6aWSGh1N+NJl3HLuzpNduyA1lYpvvkm93/dQc9FCDGvXRgjBzD2XSU4VfFPTmyoRF8DABHov59cbu7j66CqmBqZMbDOxtG8nk+vXryGEM5D2DikQojsBAWXtX+C8ycBWkiRJKnUWgAm88FI9JcFIX48VA1vwyev1AZh9PJKlNZchqjeB2DDY6IxFRCCbnDfxitUrxCXH8fmfn/PHrT/yLLvyoIHUmDcXgMceHjxYsEAGt1K5ZGFhgb6+Pk2aNMm0397ePtesyFZWVll6Z8PDw7P04mY0depUoqKi0reQkNynCEhSGk18PBFr13GzS1cerVuHUKsxbtkSm20e1Fm9ClXjxunH7vG9x5nbj6ihH8PQuE3anW9OJ0JVgR98fgDgi1Zf5Jl7oaSVpyWZZGArSZIklTprtL2zaZmQATw8PAq1VE9xSltr19f3It2tEhjRQpvIYuX/onCrvBBRoyUkRMLmPlQM/IfVXVbTo24PUkQK005NY73f+jwD1Uqurs+C2y1bCV+4UAa3UrljaGhImzZtCAgIyLT/+vXr2NjY5Hhe+/btOXr0aKZ9R44coUOHnId2GhkZYWZmlmmTpNxokpKI9NjGzW7OPFy2DE10NIYNG1B71U/Y/LINEyenTMdHxSczf7+2h3NjrT/QS3wCls2h7SiWnF9CbHIsTas2ZUDjAaVwN7krT0syycBWkiRJKlVpw4+fX9DH3t6+0Ev1FIfs1tp1e+91IvYtQ2hS2fJfLGON5pLaoCukJMCO9zG8uI2Fry/kw6YfArDCZwVzz84lRZOS67UqvfMOVnNmAxC5eQths2YjUnI/R5LKmtjYWHx9ffH19QUgMDAQX1/f9B7ZiRMnsnPnTtatW8fNmzdZuXIlf/zxB59//nl6GUOHDmXq1Knpf3/55ZccOXKERYsWce3aNRYtWsSff/7JV0/nqEvSixApKTzx9OR29x48mDeP1IgIDGrX5t677+AafJ/qvfrQokXrLImVlhy5RkRsEv0q38H+wT5AAb2/51y4NwcCD6BAQceEjrRq+QrGxhVwdHQqcHImLy8v6tZtiFJpgFJpSN269YskwVN5WpJJLvdTBGTaeEnSHfJ9zb/iflZpgWK8Wp3lMxOVqkz11ALs37+f3r17Mxeol2F/BDC1YVtqvTuTZA28Wr8Smyy2YXBpm/aA1yfCm9PZdu0XFv1vEQLBq7VeZcnrS6hoWDHXaz7+9VfC3GaBEFR86y1qLf0OpbFxMd2hpMvKYtt2/Phx3nzzzSz7hw0bhru7OwAbN25kwYIF3L17F1tbW2bPnk3fvn3Tj33jjTeoW7du+vEAv/32GzNmzOD27ds0aNCA+fPnF2hpkrL4rKTSJTQaog8eJOLHlSTduQOAfrVqWIz+nL+VSlwHDnyaYMkZheIwQhzB09MTFxcXLgY/xmX1afRFCv9ZzsUk6gY4DSe553e4/uFKYFQgrxi8wsYPNuZYRl7SMhdDF6AHcAjQjlzIbxm6qiDvqwxsi4BsICVJd8j3Nf9Kch3b51lYWJSpoDY4OBi7Ro1ISErK8pkxkAC4HzzN4tNRxCWl4lDLjJ2Nj2N85jvtQQ6D4O0fOXbvH6b8MwV1qprGlRvzU+efsKpgleu1o48e5f6EiYjERIwdHam9ZjX6lSsX/U1KOk22bfknn5WURghB7F9/8XDFDyRevw6AXuXKVP34Yyq//x5KlQpHRyf8/CyeZg1WoJ2D6oyDQyQXvP/H2yv/5WpoNCutT9A7/GcwsYAx59lwazfLfZZTRVWFx0tjuHyhWrZl+PpeyLOejo5OXLpUBTiSfj44AxdwdKyfrzJ0lVzHVpIkSdIJ1tbWtGrVKstWloJa0C5NlJCUhAfaecBpmwfaoBageXUjtn/SjsomBly6F03vy6/xpMsyUOjBpR2wzZXOlq3Z1H0TVVVVuf74Ou/vf58rj67kem2zrl2x3rQRpbk5Cf/9R9Cg90iSyW8kSZIKTQhB7D+nuPPuAO6OHkPi9esoK1bEYuwXNDh6lKojPkSpUgG5Zw3efCaIq6HRNFFF0ityi/bjbnMJE0n8fOlnAMY7jeeGX8ALZR6+fv0a2p7aZ+dDdyBeJ7MXFxcZ2EqSJElSPtkDrTJsz+eMdKhdiV2jOlDDXMWth3H0/Kcu93tvAcOKEHgSNnanmUFlfun1Cw0rNeRhwkM+PPQhx0OO53pdk1atqPvLNvRr1iApKIg7AweR8HTeoiRJkpR/8T4XCRoyhJCPP0Z9+TIKExOqfvopDf88SrXPP0evYoVMx+eUNbiRQ1uWHQkABOurbUeRkgA2r4Ljeyw+v5iElARaVW/F2w3efuHMw40b2wEHM52vHY5srJPZi4uLDGwlSZIkqQg1rF6R3z7rQH2LCtyPUtNrvyFXu++EilYQfhU2dqdmkpotPbbQoWYHElIS+PLvL/nF/5dcyzVq0IC6O3agatKE1MhIgoYNJ/rQoRK6K0mSJN2WeOMGIZ+PJuj990m44I3C0JAqw4fT8OgRqo/7Cr1KlbI9L6eswXVdxhGXlMqY6n7UfPgv6BlC7+/59/5pjgYdRU+hx7S201AoFC+ceVh73J9AV2AZ0A3tHNsnOpm9uLjIwFaSJEmSXpDK0DDTWru1Khmza1R7HGqb8zg+mX5eMRx79Reo0gCigmFjD0yf3GNl55W4NnJFIzQs+N8CFp9fTKomNcfrGFSvjo3HViq++SYiMZF7X43j0fq8lxCSJEl6WSXdvcv9qdO43bcfsX/9BUolld59hwZHDmM5ZTL6VatmOcfLywtHRyeMjSswe/Z8Jk6cmClr8NwNu7n0WIm5MoGvUjZqT3p1POrK1sw7Ow+A9+zew7aKLVCwzMOTJk3C2NgMhUIfY2MzJk2alH6+jU0QCsVkFIqT6VmR08rIWOeMWZeLK5tyWSSTRxUBmYRAknSHfF/zTz6rZ3x8fHBycsKDzMOP/YHBwL59++jVq1eW8+KTUhi7/SJ/+ocDMOctC4bc/ApF+FUwrgJDdiNqOLLh8gZW+KwAoLN1Zxa+thCVvirH+ojUVB4sXMTjrVsBqDRgAFbfzEShr19EdyzpGvm+5p98Vi+H5LAwItas4clvnvB0uTTTrl2pNu4rjOrXz/G8tAzEOWUwjk1ModuyE9yPUuNp7YlTuCdUbQij/uUHv7Ws81tHdePq/N7v9zwz3z9v0qRJLFmyhGfZjw8CfzJx4kQWL15c4DpPnDjxufJ0L5uyzIpcwmQDKUm6Q76v+aerz6ooMy2nlRUaGso7Li6os8mKnNfSRKkawdx9V3E/fQeAT1pXZmrkdBT3fcDIDAZuhfpvcDDwINNPTSdZk0yr6q344a0fMDcyz7V+kVu28mDBAhCCCq++Sq3l36NXsWBfpKTyQVff19Ign1X5lvwgnEcb1vNkx07E0za7QseOVPtyLMYODnmen1sWZF/fC8z+4wqb/r1Dd/MgVidOQ4GAYX9wu3JtXP9wJUWTwvdvfE8Xmy4FrruxsRlqdVsyZz/uikr1PxISogtcZyOjs9mUp1vZlAvyvsqfdiVJkqRyI7e1cY0NDdnl5UWNGjXS9+UW7Oa3rLwCZj2lgllvN8W6iglz919l7YXHRDadw2Lrb1EGn4atLtBzCT3ajKSacTXG/jUWn3Afhh8azuouq3NdDqjK0CEY1K7Fva8nEHfqFEEfDKbOz2swsMp9CaHC8vLyYvbs+Vy/fo3Gje1wc5uuE7/4S5JU/iWHhfFo3Xqe7NqVHtAat3ai+pdfYtKmTb7L0WZBnkvWDMYz8Q15gvvpOxiQwlLVRhSJAhzfR9R9jTmHPyRFk0Kn2p3obN25UPegVseTNftxT9Tq44Wqs1r9VzbldQdOlstsynKOrSRJklRuREREEK9Wpy/Lsw/tkjxzgYSkJHr37o2Tk1P6Zm9rS3BwcL7KyrTET1ISNWrUyHFpouDgYHx8fDJtLUwe49a1DgZ6Cn67Es3HYjopTd8BkQr7x8OBSbSu1gL3Hu5UN67OzSc3GXJwCLef3M71nk3fegubLVvQs7AgMSCAOwMGor52LV/PK6c5WTkd6+rqip+fBWr1XPz8LHB1dS23c7UkSdINyaGhhM2Zw62u3Xi8bRsiKQnjVq2os2E9Nlu3FiiohZyzIDe2a8pULz+EgBW1j1Mh6oZ2zVrn+ey5uQfvB94Y6xunJ4wqDJXKhKzZjw883V/wOmdfXvnNpiwDW0mSJKncsQcsgAFo58DOfO5zY2A5EK9WZzts+fmyclvi53lpPb0ZA+i0bXSvtizoYYOxgR7HbkQxIPxDEl6bpj3xfz/DL+/S2NiKrT23UtesLmFxYQw9NBTfcN9cr2ncvBn1du7AsGEDUsLDCfpgMLGn/s31nIIGqrNnz386f+sQMB4hDqFQdGXOnG/zeCKSJElFLzk0lNDZs7nVzZnHv2xHJCdj0ro11u6bsNnmQcWOHQsVYOaUwfi1j6bjHxpNS+MH9HjsoT24xyIeKxUs814GwGeOn1GzYs1C39MXX4wic/bjrsAxxo79rFB11p738mRTloGtJEmSVC5FAPGQfY8r2sD3Rfj7++Pj45Olxze3nt54tZr6Jols+7gt5sYG+IRE0fdSOyJ7bwADE7j1F2zuQ00M2NJjCw4WDkQlRvHxkY/zXOvWoFYt6v7yCyZt26KJiyPk00954umZ4/EFDVS1Q92cyTo8r/wNZ5MkqexKDgsjdPZsbnZz5sn2HdqA9pVXsN68GRuPrVRo167QPaaQfQbjn3/x4mioIQo0rKu8FUVqEjTsCs1cWXphKU8Sn9C4cmMGNxn8Qve2ePFiJk6ciEr1P2ASKtX/mDRpEosWLSpwnb28vFi0aFGe2ZTLExnYSpIkSeVaQXtc82vw4MG5DmfO7bqtrCvz66ftsTQz4vqDWHoeqcydPrvApCqE+sKm7lRWx7Cu2zpeq/Ua6lQ1X/79JZ7Xcw5UAfTMzLBetxazt/tAaiqh02fw8Icfs10OqKCBak5D3crjcDZJksqe5AfhhM2bz62u3XiyfQckJ2PSti3WWzZjs2UzFdq+UmTXcnFxwdf3AgkJcVy8eJ6/Y2qQmKJhptX/sIj0AYMK0HsZ5x9c4Pdbv6NAwTftv8FAafDC1168eDEJCdEIkUJCQnSeQW12dfb1vZAeuLq4uHDnzg00mmQ0mkQCA28hhMj3NBRdIgNbSZIkqdzxf7oVVVk+Gba0cj141gub13Dm7NhameL1eUcaVq9IWLSat73i+K/bTjCvA49uwoZumDwOYsVbK+jXsB8aoWHWmVms/m91ruvWKgwNqbloEVVHfQpAxKpVhLnNQqRmXh+3oIFqTkPdyuNwNkmSyo7k+/e1AW23bjz28Hg25HjLZmw2u1PhlaILaLOz68Jdztx+RE2DGIYnbNbufGsGSaZWzDkzB4ABtgNwrOZYrPUoKuU5X4IMbCVJkqRyw8LCAhOVisFo59bmJrAAZTll2AYDJsBrvHjvb61Kxvw2qj2tbSoTrU7h3d8i+KujB1Szg5hQ2OiMQfA55nSYw8fNPwZgle8qFp1fhEZocixXoVBQ/auvsJo9G5RKnvz6K/fGf40mw3JFBQ1UcxrqVh6Hs0mSVPoSAwO5P306N7s5awPaxESMW7bEetNGrLduKfaAFiA8Rs28/VcBcK/1B8rEKLBqDq98wobLG7gTfQcLYwvGthpb7HUpKuU5X4IMbCVJkqRyw9raGv+AALy9vVm+fDmQc4/rTLRr0FpYZD/bNmNZHh7aRCFp82b9gbxWxM3pus+rZGKIx0dt6dbEkqQUDSN332Nns7VQ+xVQR8HW/ij8fmNsq7FMeWUKANv8tzHz35mkaFJyrUPlgQOo9f33KAwMiDl8mJBPPyU1Ng4oXKCa01A3SZKkopIYGMi9iZO43as3UZ5ekJKiHXK8cQM2v2yjQvv2LzSHtiBm771KtDqFQdWDaBy2D1BA7+Xcib3LukvrAJjUZhJmhrqzHnJ5zpcg17GVJEmSSlxwcHC2w3fzWhM2P9LOnzJ5Mkqy77lVGRjw2+7dNG/eHAAfH58c65KxPmnzZoPJHKz6+/unn5Pe05vN+rc5BdIqAz1WD3bim98vs+1cMJMP3iX09e/40vQ7FP57wesjeHKHD16bgJmhGTP/ncneW3uJTYplcafFGOkZ5fg8zJy7oWe+lrufjyb+zFmChw2jzs9r0LewwMXFRa5DK0lSmZAUHEzEqtVE7d0LGu2IlIqdOlF11KeYtGxZ4vU54BfKfr9QVMpUZik3anc6DUfUcmLekY9J1iTTsWZHutftXuJ1exGNG9vh53cYIcahDW7LT74EGdhKkiRJJSptOZz4HAI//4CAFw5uIyIiUCcmspzM2Y8D0fbU/rZ7N7169SpwXfyBUOBdtJmV0wwePDjTOf4BAQUO3PWUCub1a4almYplR6+z/ORdQp3Gs6CdNcqzK+GvefA4iD69v6eCQQUmnpjIXyF/MeroKJa+sZQqqio5Po8K7dphvXkzIZ98gvrKFe4MHESddWsxql8/x3MkSZJKQuKNGzxav56offvhaS6Aim+8gcWYMRg3a1oqdYqITWTGnssA/NzwHKrgp2vWdnFj3+19nAs7h5GeEdPbTS+x3uOi4uY2HVdX16fTT7qjUBx6Og1FzrGVJEmSpALJazmcwiRiyslrwAcZtp5P99eoUaNAdck437Y32qA2t3Osra1p1apVli2vgF2hUDC2cyMWujRHqYCd3vf58H5f1F0XgUIJF7fCtnd5q7oTq7usxkTfhAsPLjBw30CuPLqSa9nGzZtRd/svGFhbk3zvHnfee5/48+fzfIZeXl7lMnumJEmlK+G//wgZPYbbfd4m6ve9kJpKhddeo+6vO6mzZnWpBbUA3/x+mci4JF6vnsDroU97a7vNJUqp5LsL3wHwqcOn1DGtU6TXLYn2tjznS5CBrSRJklQqimsZnuKoS3bzbXM6JzQ09IXrM+gVa34e0hqVgZIT1x/S73wTHvVx1651e/tv2NiDV0xq8kuvX7AxsyEsLoyhB4ay5+aeXMs1rFuXuju2Y+zoiCYqiuARI4navz/H48tz9kxJkkqe0GiI+ftvggYP4c7AQcQeOwYKBaZdu1J31y6s163F2MGhVOu479J9DviFoaeElZV+QZEcDzavguN7fO/9PZHqSBqYN2B40+FFet2SbG/La74EGdhKkiSVcatXr8bBwQEzMzPMzMxo3749Bw8ezPWcEydO4OTkhEqlon79+qxZs6aEalt+pfXC2tvnHoK/4+KS7bq2BdW1iSW/ftqeaqZGXAuLocfBCtzs9StUtITwK7CuMw0SYtneaztv1H6DJE0SM/+dybfnvs01qZR+lSpYb3bHtGtXRHIy97+ewMOffsp2CaEXzZ4pe3slSQIQSUk88fTi9ttvc/ezz4m/cAH09THv14/6+/dR+8cfMG7erLSrSURsIjOfDkH+3uEuZsHHQGkAvZdx8aEvnje0a4nPbD8TA70XX7M2o/KcrbikyMBWkiSpjKtduzYLFy7kwoULXLhwgbfeeou+ffty5Ur2Q08DAwPp2bMnr732GhcvXmTatGmMHTsWT0/PEq556ctvZuKipE5KKrLh1A61K7H78w7YWpoSHpNIH884tjtuQlSzg9gw2NQL07s+rHhrBZ+3+BwFCrZf286Yv8YQmxSbY7lKlYpay7+nyvDhAET8uJL7EyaieW6u8Ytkz5S9vZIkaeLjidyyhZvdnAmdPp2km7dQVqhAlREjaPjnUWouXFCm5vrP23eVx/HJtLTUo8+95dqdHb8kuWr99DVrXRq54GTpVOTXLs/ZikuKDGwlSZLKuD59+tCzZ08aN25M48aNmT9/PhUrVuTs2bPZHr9mzRqsra1Zvnw59vb2fPTRR4wYMYLvvvuuhGueu+IMOnNdgzabzMSFqUtJBc21K5uw67P2vN64GgnJqUw99oR3k2cTU6M9JMXAtndQXt3LZ46f8f2b32Osb8y/9/5l6KGhhMbmPCxaoaeH5ZTJWM2dA/r6RO/fT9CwYaQ8fJh+TOPGdigUh4G03tzss2dm1zMrex8k6eWV+uQJEatXc7NzFx58u4CUsDD0qllQfcLXNDz+N5aTJmJgZVXa1czk1I0I9vjeR6GAn+scRRFzHyrXhdcn8Iv/L9x8cpNKRpUY12pcsVw/v+2tlDOZFVmSJEmHpKamsmvXLuLi4mjfvn22x5w5c4Zu3bpl2ufs7MyGDRtITk7GwCD74VOJiYkkJiam/x0dHV10Fc+gMMvhFFTanNi8MhMXpi4WFhYYGxoyOCkpy2fGZM6WXFTMVAa4D2/DrxdCWHDwGhfCkmmt+JQ9VirsH/8Nu4ZD/Hd0bvMRm7pvYsyxMdx4fIP3D7zPyrdW0tQi5yQsld99F8M61tz98kvU/10icOBArNeuxahhw3xlz0zrmdUGsXPx8zuMq6srBgaGCLGArL0PM4vhCUmSVBYk379P5ObNPN71GyI+HgCD2rWp+tFHmPfvh9Io56XJSpM6OZWZv2uHIE9ySKT6lU3aD3ouJSwpilW+qwAY5zSOSqpKxVKH8pytuKSU6x7bWbNmoVAoMm1WGX4dEkIwa9YsatasibGxMW+88UaOQ/skSZJKk5+fHxUrVsTIyIhRo0axe/dumjRpku2xYWFhWFpaZtpnaWlJSkpKrkNkFyxYgLm5efpWp07RZntMkzER0/NbUSz1k/E6eWUmLkxdrK2t2fV0OO3zmZF3FUnNs6dUKhj0ijXHvu6ES8taJApDeoWOZK9+d0DA/q/h2ByaVrbnl56/0KhyIyISIhh+aDhHg47mWnaFdm2pt3MHhnXrknI/lDvvf0D8+fP5yp6ZU8+snp6R7H14yZ08eZI+ffpQs2ZNFAoFe/bsyfT58OHDs3xPa9euXa5luru7ZzlHoVCgzubHKankqK9e5d6kSdzs5kzk5i2I+HiM7OyouWQJDQ4dpPKggWU2qAVYffwWgRFx1KiozydRy0GkQtP+0KgLS84vIT4lHsdqjvRr2K/Y6lCesxWXlHId2AI0bdqU0NDQ9M3Pzy/9s8WLF7Ns2TJWrlzJ+fPnsbKyomvXrsTExJRijSVJkrKytbXF19eXs2fP8tlnnzFs2DCuXr2a4/HPr6uXlhgot/X2pk6dSlRUVPoWEhJSNJXPRmGXwykr0pYLet6TEri2RUUjlg1swabhbahmZszY2CGsSHHRfvjPUtj5ATX0K7Cl+xYa6TVCnapm/PHxOHzUItd51oZ162Kz/ReMW7ZEEx1N8IiRRB88mGf2zJzmhaWmJiPEERQKZ2DZ016Io7i5TS+W51JYMsFV8YmLi8PR0ZGVK1fmeEz37t0zfU87cOBAnuWamZllOic0NBSVSlWUVZfyIT3D8bDhBLq4Er33D0hJwaRdO+qsW0e93V6Y9+mNQr9sDxC9/TCW1cdvAbDB3ge9sP9AZQ7dF3H63mmOBB1BqVAys91MlIriDZ3yk624ONssnW8PRTnm5uYmHB0ds/1Mo9EIKysrsXDhwvR9arVamJubizVr1hToOlFRUQIQUVFRL1JdSZJKQHl5Xzt37iw++eSTbD977bXXxNixYzPt8/LyEvr6+iIpKSnf19CVZxUUFCS8vb2zbEFBQfk610SlEmi7FTNtJipVjmUU9ryi9iQuSYzbcVHYTN4nxk2dJBLdqgrhZibEj23EoV9+EigRNT5oK5q5NxPN3JuJWh/VEjt/25lrmakJCSJkzBhx1dZOXLW1ExEbNgqNRiM8PT2Fg0MroVKZCAeHVsLT01MIIYSDQyuhUHQVoBEgBGiEQtFFODo6CU9PT+Ho6CRUKhPh6OgkvLy8SuKx5Junp6cAhELRTcDSp/9L+r3pkrL+vgJi9+7dmfYNGzZM9O3bt0DlbNq0SZibm79QXcr6syrrUmJixaOtHuKmc/f0duJqk6bi7tcTRPwlv9KuXoGkpmrEu2tOC5vJ+8TXa38XmnlW2jb0grtQp6hFL69eopl7M7Hw3MK8CysBxdlmldX2sCDva7nvsb1x4wY1a9akXr16DBo0iNu3bwParKFhYWGZ5qEZGRnRqVMnTp8+nWuZiYmJREdHZ9okSZJKkhAi03zYjNq3b8/Ro5mHnh45coTWrVvnOL9WVwUHB2Nva4uTk1OWzd7WNs9ldyIiIohXq7MMKfYA4tXqHIdul9Rw6ryYmxiwbGALfnyvJUcN3uLdxJk8oDJEBNDebzqDmrQidNtp7m+egUjVo/KrlZl7bR5P1E9yLFObMXk5lQcPBiB88WJOf/gh7+aQ4djZuTNCHAW6AsuArgjxJ87OnUt1rcT89DzIBFfZe/z4MZGRkQA8fPgQT09PLl++XCzXOn78ONWrV6dx48Z8/PHHhIeH53lObGwsNjY21K5dm969e3Px4sVcj5ff24pG0t17PFiwkJtvvMGDefNIunMHZcWKVBmpzXBc67slZWLJnoLYdi6I/wVGYmKoZK7+pqdr1naElkPY4LeBoOggqhlXY3SL0aVdVaB426zy0B6W68C2bdu2bNmyhcOHD7Nu3TrCwsLo0KEDjx49IiwsDCDbeWhpn+WkpOahSZIkAUybNo1//vmHO3fu4Ofnx/Tp0zl+/DgffPABoB1CPHTo0PTjR40aRVBQEOPHj8ff35+NGzeyYcMGJkyYUFq3UGwKG5gGBwfj4+ODv782l7E90CrDlp9ZoGVpOHUfx5oc+PI1lHVa01s9D29NI8wMNWx3vcmv7wxHea4zd5atIjXeAGoLhhwcQkh0zkPNFXp6WE6fRvVJkwCocvYcP9ZqiQovnv/Cc/jwMcAR7UDsmU//1/Hp/tKR36WG5PIaWa1fv57WrVvj5OTE6tWr6d+/P8eOHWPQoEGsXbu2SK/Vo0cPtm3bxl9//cXSpUs5f/48b731Vo4/2gHY2dnh7u7O3r172b59OyqVio4dO3Ljxo0cz5Hf215MwpUr3Bv/Nbe6dSNy82Y0sbEY1q2L5YwZNDx+HMuJEzHIYXpGWRYSGc+Cg9cAWON4B+Ogv0DPEHov505MMOv91gMw+ZXJVDSsWJpVTVecbVa5aA+LvwO57IiNjRWWlpZi6dKl4t9//xWAuH//fqZjPvroI+Hs7JxrOWq1WkRFRaVvISEhckiLJOkIXRyCNmLECGFjYyMMDQ1FtWrVROfOncWRI0fSPx82bJjo1KlTpnOOHz8uWrZsKQwNDUXdunXF6tWrC3xdXXhW3t7eAhDe2jGw6Zv302HB3t7eWc7JbhhxQc4vy5JSUsWSQ9dEwyl7xPfTh4ukbyoJ4WYmwr5uILrW/1Ooar0hmv2gHZb8+o7XhW+4b55lRh08JC42thVXbe3ErzauwkIv/OljWipUKhNhYGAooI4AEwGtBHimf1ZatMOjuz03PLqrcHR0KtRxuqCo3lcHBweRkJAgHj16JCpUqCDCw8PTy89peld+kM1Q5Ofdv39fGBgYFGjoY2pqqnB0dBRffPFFjsfI720Fp9FoRMzJkyLoww+fDTe2tRNBH44QMSdOCE1qamlX8YVoNBoxeP1ZYTN5nxi5cp/QLLTRDkE+vkhoNBox8tBI0cy9mRh1dJTQaDSlXd10xdlmldX2sCBtW9mezV3EKlSoQPPmzblx4wb9+vUDtNlDMyYBCQ8Pz9KL+zwjIyOMynBmN0mSypcNGzbk+rm7u3uWfZ06dcLHx6eYalT2PP97cm6/L2fs5QXt2rblhYGekgnOtnRoWJVR7nr8mdSKpQarsa14j0ODXXA7rqZRjZ/ZZ3QA/0h/Rh4eycLXFtLFpkuOZZp1d2a+oYpx6mSaqa6ww2Ygn99bxY2kQ1hZ1eTOnZuALdADOAy4Ag6lmv1Y2/Mwl7yWGpLLa2Slp6eHSqVCpVLRsGFDqlWrBmgTNuWWfK4o1KhRAxsbm1x7X5+nVCpp06ZNrufI7235p0lIIOr3vURu3UrSLW1CJfT0MOvRg6ojR6CyLx9ZzXd53+WfGxEY6StYYboVxcPHYNUcXh3H/sD9nAs7h5GeEdPaTiv2/78viOJss8pDe1hmhyInJCRw7969LPtfZDmexMRE/P39qVGjBvXq1cPKyirTPLSkpCROnDhBhw4dCn0NSZKkNMXRjkmZhYaGokQbnDpl2Aaj/QcuNDQ0x3PteTbk2B/wybDp0MCrbHVoYMGEZklcDo7h7aT5/JLyFkoFzH1TxdDE/bi/vpTXa79OYmoi44+P5xf/X3It773Z3/Be0A3uJOlT0yCUbdYudDI5gxAaFIquwBFgPHAI6AxczZT9uKQzbTZubJevpYbk8hpZ6evrpy+dc+LEifT9JbFixKNHjwgJCckx63h2hBD4+voW6Bwpq8TbgTxYuIibb7xJ2KxZJN26hbJCBSoPHUKDw4ep9d2SchPUPohWM3efdlWBnxyDqHD7ACj1od9qolLiWXJ+CQCjHEdRx1Q7bP35NmzSpEmFbtNepD1Ma7OsrQNRKCYDJ7CxqZ++8sGLlF8u2sNi7z8uhF27donatWsLBwcH0bx5c3H27Nn0z1q2bJnvcr7++mtx/Phxcfv2bXH27FnRu3dvYWpqKu7cuSOEEGLhwoXC3NxceHl5CT8/P/Hee++JGjVqiOjo6ALVVxeG60mSpFVS72tRtWOlSRfaNg8PDwEIj6fDh9M2j6dDiT08PLKck3H4chAIk2wyG1PC2Y2LWsbsliaNfxa1R+8UX0+bKBK+0WZN1iy0Ecn/Wy9m/zsrPWPy0gtLRaom5+GFnp6eooNDK7HZpq64amsnrtjZi4+rWwr4LuMobgFLhYGBKtu6lFSmzWfX7Pr0ml0FUOayMhelonpfY2JiRGo2w0wfPHhQ4KH5MTEx4uLFi+LixYsCEMuWLRMXL14UQUFBIiYmRnz99dfi9OnTIjAwUPz999+iffv2olatWpm+hw0ZMkRMmTIl/e9Zs2aJQ4cOiVu3bomLFy+KDz/8UOjr64tz587lu1660LaVBE1ioniyb5+4M2RopuHGN7p0FY82bxYpMTGlXcUip9FoxEj3/wmbyfvEkBV/CM2ietohyH99K4QQYuapmaKZezPx9u63RVKKdhWBrG1Y16f/TjgWuE0rivYwtzLKambjF1GQ97VMBraOjo7pczrOnz8vmjRpIrZt2yaEEKJFixb5LmfgwIGiRo0awsDAQNSsWVO4uLiIK1eupH+u0WiEm5ubsLKyEkZGRuL1118Xfn4FT1MuG0hJ0h0l9b4WVTtWmnShbdu3b1+uc2T37duX5Zzn5+UGZRMM53e5oLIk47JHDRvaCWgn4IKAIKFUqYVF7+9Ejykrhf/Mptovcm5mQvPz62Ltqdnpwe3kk5PTv8zlRJOUJO7P/Cb9S/Bcy5rCgJZP59ZmnZNVWvO2yvpSQ0WtqN7Xhw8fioiIiCKp099//53tj0bDhg0T8fHxolu3bqJatWrCwMBAWFtbi2HDhong4OBMZXTq1EkMGzYs/e+vvvpKWFtbp+cc6Natmzh9+nSB6qULbVtxSn74UISvXCkCXn31WUBr30QEfzpKRP/1l9CkpJR2FYvNnot3hc3kfaLhtP0iastgbVu4qoMQyYni7P2z6W2hzwOf9HOya8OgswCnArdpRdEe5lZGWZ0n+yJ0fo5tcnJy+pyO1q1bc/LkSVxcXLh582aBxrnv2LEj188VCgWzZs1i1qxZL1JdSZKkLIqqHZNyl9fww9w+zzjcOBQIfO7ztIzKpZHluKDSlj2KfzqE9JnWKFGhUQcQsU/BmXv7ebfXQt5JPsTXBp5UvO/Lx2FXqP7K+8wK/4f9t/cTER/B929+j6mhabbXUhgYcMbRgd0//sjk6pa4VjKjtqGGr+69S5SmGUJcyjQnK7/zXYuai4sLoF3CIiDAn1mz5iGESN8vPfPkyROmT5/Ozp07efz4MQCVK1dm0KBBzJs3j0qVKhWq3DfeeCPTEMnnHT58OM8yjh8/nunv77//nu+//75Q9XnZJfhd5rHHVqIPHEQkJwOgV82Cyu8OoNK77+hkZuOCeBSbyOw/tEOQlzqGYXZ1Lyj0oO9PqNEw+8xsAAbaDqRl9Zbp52XXhkFPtFngtX/nt00rivYwrzJKo70tK8rkHNvq1atz6dKl9L+rVq3K0aNH8ff3z7RfkiSprJLtWNllYWGBiUqVaV7u2zz7ijJ48OACrYVbFuS27JEGNfAQheIQNppwdn/RiTPVBvCm+jsOpbYBTTJ9z27mJ0UNTPSNORd2juGHhvMg7kGO15s951u2RbVh9L3VxGlMaGuSyHYbexpVDM4yJ0ubkHEuUAHt0/bMdr5rUcvvkj8vu8jISNq2bcvmzZtxdXVl6dKlfPfdd7i4uODu7k779u3Tg11J94iUFKIPHuTOe+9z5913ifp9LyI5GeMWLaj53Xc0OnaMamO/KPdBLYDb3itExiXRykqfPne182hpPxpqtmDNf2sIiQmhukl1vmr1VabzspuzDwd4lqUh+zn82cnv/P/CllEU5eu0Yu8/LoSQkBARGhqa7WenTp0q4drk7WUf0iJJuqSk3ldda8eyowttW9qw4pzm2OY0JzDjsN285unqwpI/eS17BG0zzTFVJ6eIbw9cFXWn/CGmT/tSqN20c2+vfG8r3tjWQTsc78dmwqy+uXBwaJVlfpZKZSJgqQAhGhkGiD/rvymu2tqJ0w0bidgMcx3T5ntBl6fHp81NK/75ruVxSF5uCvu+fvnll6JZs2YiLCwsy2ehoaGiefPm4quvviqqapYJutC2vajkiAjxcPVqcb3TG8+GGzdrLu5OnCjiL10q7eqVuAOX7gubyftE/an7RcSvY7VDkJc7CJEYJ/69969w3Owomrk3E8eCjmU5N+uc/S7PzbHN/xz+opj/n1sZ5TG/gM7PsS3K+R0l4WVoICWpvCip91XX2rHs6ELblt2atGlbfpM/FWYt3LImr3to1Mg+2y82F+48Ep0W/yWcp6wS12faC+FmJkLmVhEdljcWzdybCftVrUTFJp2yJB95Pmi00Hsgdlg7pH95fvybZ7bHpc1Nq1u3YbE/k4zB97OtdNfXLU6FfV9tbGzEoUOHcvz84MGDwsbG5gVrV7boQttWWPGXLol7kyYJ/2bN0wPagA4dRfiKH0TSgwelXb1SERGjFq3mHBE2k/cJj12/CuFmrg1sb/4ldt/YLVpsbiGauTcTXx//Oscynp+zP2nSpELP4S+K+f+5lVHe8gvoZGD7+PFj8fnnn4uqVasKpVIplEqlqFq1qhg9erR4/PhxaVcvV+W5gZSk8qY431ddbseyoyttW8be14xbfpM/vQyBbW73EJ+YIhYc8BdNp3qJbdP7CeFmJp7MriT6rWgpmrk3E003OohqfdoJB8dW6edk1ytgpFCIs++8k/5l+sGSJcK4FINL2WObP4aGhiIkJCTHz0NCQoSRkdGLVq9M0ZW2Lb80SUki6sABEThwUKbsxrcHDBBPfv9dpCYmlnYVS9XnHt7CZvI+0XvZnyJ15SvaxHmen4qVF1emJ4uaeGKiSEzJ/Tl5enoKB4dWQqUyyXYkS1GdU1zKUl0KQueSR0VGRtK+fXvu3bvHBx98gL29PUII/P39cXd359ixY5w+fZrKlSuXdlUlSZKyJdux0mNtba0TCZ5KwvPr7+ZnPV5jQz2m9LCjf8tazNhjyT/BzVlosI4dj28xE0sOmhth6RpL7JV4ItWRVFFVSV/vcM6cbwkImImtrT1ubp680rcvEStXErFqNY/Wb2BNvXp8HnCQOM04tMlMSm6+l5vbdFxdXVEonBGiOwrFIYQ4mimxlaSdc37nzh1q166d7eeBgYFUrVq1hGsl5UdyeDhRnp483vkrKWFh2p0GBpj37EHlwYMxbt68dCtYBuy7dJ/9fqHoKxVsaHASpc81gk2rscLcgCP/rQHgo+Yf8UXLL1Aqck49lDZnX6HohhBz8fM7jKurK56enjkmpCvMOcWlLNWlWBV7mJ0Puj6/o7z98idJ5Vlxva+63o5l52Vp2wo7T7csKYoh2UIIkZqqEba9PhHtxq8V/5vZWgg3M7F7SQ3RYn1T0cy9mXhr51vi9D3t0iq5/fr/ZO/e9KGQXjZ1RU2DN0tlvld5G5KXm8K+ryNGjBCvv/66SMymV0+tVotOnTqJESNGFFU1ywRdbts0qaki5tQpETLmC3G1abPMw41/+FEkP11mThIiPFotWsw+LGwm7xObd+8X176tLiaurCcc3JuLZu7NhONmR/FrwK/5KqswI0DK0qiRslSXgirI+6oQIpc87CWkbt26/Pzzzzg7O2f7+aFDhxg1ahR37twp2YrlU3R0NObm5kRFRWFmZlba1ZEkKRfF9b7qejuWnZelbct5qRwwUanwDwjQiR7h4ODg9CWKMrKwsChQ/b28vBg44nOq95jJpAbn+UJvD7cM9RlnaUmQgbZHw8nAia0jtyISuyCEMwrFYYQ4kunX/3ifi9wdM4bUyEiigC/vhXIpRUNqaiL29s1wc5tevnoKSllh39e7d+/SunVrjIyMGD16NHZ2dgBcvXqVVatWkZiYyIULF6hTp05xVb3E6WLblhodTdTu3Tz+ZTtJQUHp+41btaLywAGY9uiB0tCwFGtY9nzm4c3By2E0qhVJ4wrfc1IvOf2z12u/zqcOn+JQzSFfZRkbV0CtnguMz7B3GSrVTBIS4orsnOJSlupSUAV5X8tEYGtkZMStW7dyHAZz9+5dGjZsiDqbLx1lgS42kJL0siqu91XX27HsvExtW1EFhbrOy8uL2bPn4+9/FT09Q4yavo7zW+1ZaryBKspHfF+lEjvMtOvbJkXocW/DGuL826EdYuyMg0Mkvr4X0stLvn+fkNFjSPT3J1kI5j6oym9RrtkGwtKLeZH3NTAwkM8//5wjR46krzurUCjo2rUrK1eupGHDhsVR5VKjS22bOuA6j3/5hai9exEJCQAoK1bEvG9fKg0cgKpx41KuYdl0wC+UMb/tR1XtT/RMrwCgFALnOm8ysuUYbKvYFqg8R0cn/PwsEOIQz6ZVZG3zXvSc4lKW6lJQBXlfy8QcWzm/Q5IkXSfbMd0m5+k+PwdrPikph1F776P7hA9ZmriRjje/Y/qjk3SNi2dKlao8tIB6kz8m4tAQHnh+iUjuTkDAzExlGtSsSd1tHri3foX2mlTmWEXSyEjNovD9oOjJnDnfysC2DKhXrx4HDx7k8ePH3LhxA4CGDRtSpUqVUq7Zy0kkJxNz7C8eb9tG/Pnz6fuNGjWk8gcfYN6nD8oKFUqxhmXb+XuXmXpqIRXq/wdoA9pesfF86vQlNu2/LFSZhZmzX5bm+ZeluhSnMtFjO3LkSG7evMnRo0cxfG4YRWJiIs7OzjRo0IANGzaUUg1zp0u//EnSy6643lddb8eyI9u2l0tev+gfvhLGwV3rmCHWYqKMYXHlyniaVwRAfa8B99ZF0dg8Jttf/42NKzDMpD9fVvMG4K+Yt5gYao0wmlPoYXBpvcvXr1+jcWO7l35os3xf868sP6uEy1e4O3o0KQ8eaHfo6WHapQuV338fk1faoFAoSreCZdiVR1f4+b+f+Tvk7/R9zqICn9+7Qf3aHWHo7/ACz8/Ly+tpwjz/pwnzptO/f/8iP6coZWwnLS1rAIIHD8JKpS6FpXNDkXV9fkdZbiAlScqsuN5XXW/HsiPbtpdLfuZgBT2KY9LmY4x4vAJnvQucNFYxtUo1og0ViFTBq8av8v2732Osb5yp7LSguWuFcSyqMRkjZRJ+akN+MtfnxH/eBa5r5t7l7Of4vmyK8n1NSEggMjKSWrVqZdp/5coVmjZt+kJllwVluW3TxMVxo9MbKIyMqDTgXSoPHIiBlVVpV6tM8w33Ze2ltfxz7x8AhFCQGtOcNY2a0ensQtBXwWenoWqDUq5pySov7aTOBbag2/M7ynIDKUlSZsX5vupyO5Yd2ba9XLLrsYWuKBQnad68eXqPaEJSKtO8LsGlncw22EyKnpo5VapwzNQEgFoVazGz3Uw61uqYXvazL1hdaaFqwcpa+6mspyGpcmXstnlgVL/+C9dVV+aLFZeiel9/++03xo0bR5UqVRBCsG7dOtq2bQtAq1at8PHxKaoql5qy3rYl+F3GyLaxTAaVCyEE58POs/bSWs6FnQNAqVCijGtFVOjrjGnZiPHXB0PCY+gyC14dV7oVLgXlpZ3UycA2jS7O7yjrDaQkSc+UxPuqi+1YdmTb9nLJGHwK0R04ABwDhqNQ3M/0S78Qgn2XQln9+3FmJP9IB72rHDc2Zr5VDcJIAaB/w/5MbDMRU0PT9PLThuR1amTLoorGGEZGoqxYkZpLFmP65pv5rqsuZ/gsLkX1vrZo0YKjR49SrVo1Lly4wLBhw5g+fTrvv/8+LVu25OLFi0VY69Ih2zbdJYTgTOgZVvuuxvehLwD6Sn3ebvA2kfc78seFZOpWNeHPuh7oX/kNLJvDJ3+DnkHpVrwUlJd2UqcDW10kG0hJ0h3yfc0/+axePmnB56VL/yGEKbAecCGnX/ofxSYye+9lql3ZyCT9naQqU1hhUZ3tFY0QgFUFK+Z0mEP7mu2zXCslMpK7Y74g4WkPoMWYMVh8/hkKpTLPepaXnoiiVFTva9OmTbly5Ur6348ePcLFxYXOnTuzZ88e2WMrlQohBGfun2HVf6v476E2KZSh0hDXxq582PRDAsMMeH+9tuf2UC81dsdGgEIJHx2DWq1Ks+qlpry0kzoV2I4fP565c+dSoUIFxo8fn+uxy5YtK6FaFYxsICVJdxTH+1oe2rHsyLbt5VXQX/oPXQ5jvdcB3FJW0Fx5hwsqI2bWtOauSARgoO1AxjuNx8TAJNN5IimJBwsX8fiXXwA4ER+Pe6WqTJo1I9c5YM/3Lqdl+PTy8tKJZCjFoaje1zfffJMVK1bg4PBsfc+kpCSGDRvGrl27SElJKYrqlirZtukOjdBwIuQE6/3WcyniEgBGeka82/hdRjQbQTWTasQnpeC8/CQhkQmMaGPBN0EjIPoutB8DzvNL+Q5KT3lpJ3VquZ+LFy+SnJyc/t85kVngJEkqq2Q7JpU3jRvb4ed3GCHG8eyX/kPY2tpne3z3ZlY42XzATK8m2N/4mdEJe/AMvMkC8yrsqVyBnQE7+ffev8ztOJfWVq3Tz1MYGnK6WVO2hobiZlmDTiYm1IlN5vNBg2DHjhyDWxcXFzw9PZ8ObZ75NMOnbn1ZK6u2bt2Kvn7mr4eGhoZs376dMWPGlFKtpJdNiiaFw3cOs95vPTef3ARApafiXVttQGthbJF+7JLDAYREJlCrkjFTjH7TBrWVbODNaaVV/TLhZWwnS73HtjwoT7/8BQcHExERkWW/hYXFS7/Go1Q+FNf7OmLECFasWIGpqWmRlVnaylPbJhVMYX/p9/T0YtisVbzh3JMlJhuxV4ZwRmXEjOo1CNfToEDB4CaD+arVVxjqaRPjpA2Xszdcyo+1xlLDIJQnqUpWGBuy41LB53O+rMsAyfc1/+SzKrsSUxP5/ebvbLq8ibuxdwGoaFCRQXaD+MD+g0wBLcC5248YtO4sQoBXH31aHR0ICBiyGxq8Veh6lFQ78rK2VwWhU0ORAc6dO0dkZCQ9evRI37dlyxbc3NyIi4ujX79+/PjjjxgZGZViLXNW0AayrAaPwcHB2NvaEq9WZ/nMRKXCPyBABreSziuuLzR6enqEhoZSvXr1IiuztMkvfy+3wqy/mBakKk29qNHLm6/qbWaM/h6Slaksrm7JbhNtMGtb2ZbFry+mfqX6mYY9W+iFs7LWGByM/UgWAuuFC6nUv1++6zxp0iSWLFkGKAEroArwX6blLcrrF8nCvK95TZ3ISJemUeRFtm1lT2xSLDsDdrL16lYeqR8BUNmoMoObDGaQ3SDMDLP+3ykuMYUeK/4hODKe91tZ8e3D0fDQHxzfh/6rC12Xklomp7wsx1PcdC6w7dGjB2+88QaTJ08GwM/Pj1atWjF8+HDs7e1ZsmQJn376KbNmzSrdiuagIA+8NIPHvAJqHx8fnJyc8AAyDjbzBwYD3t7etGr1ck7Al8qP4vpCo1QqCQsLk4Gt9FLLNDdXITBrc5s2nY6yVPUzjsrbnDBWMbNGLR6LZFR6Kia2mci8AQu57FctPcGJkSKBBTU60t00AYCqH42k2ldfodDPffZU2pdE6AL0AA4DRwAHHB0N8PW9UK6/SBbmfX0zn5moFQoFf/3114tUr0yRbVvZEZEQwTb/bey8tpOY5BhAm3RueNPh9G/YP8u8/Ixm7rnM1rNB1DRX8bfTvxidXgomFjDmPJgUfjWCkkq6VF6SOxU3nZpjC+Dr68vcuXPT/96xYwdt27Zl3bp1ANSpUwc3N7cyG9gWREREBPFqdfbBo1pNREREsQS2+Qmo09gDRRG+ltWeaUkqLnIOrfSySusFTUxMAuYCNiBcif5ffU7dPc0774zjS9M/+Tx+L55BgcyoUZvTqJl7di71JtYjYMJhksOdEaI7SRzi6/sXaT3qMyz+/ptH6zeQ4HeZWku/Q9/CIsc6zJ49H21QewTtl8RxgDMQQEBARPox2qBW+0VSiHEoFM7MmfOtzge2hfH333/n6zhfX9/irYj00rkbc5dNlzex5+YekjRJANQzr8fIZiPpWb8nBsrcl+f592YEW88GAfDTW3oYHVqu/aDX0hcKagGuX7+GEHPRtiOgbSu6ExAw84XKLa3rvEzyzqlfAh4/foylpWX63ydOnKB79+7pf7dp04aQkJDSqFqxSQse07bs03EUnYwBtXeGzQOIfxpQF6W0QNrJySnLZm9rS3BwcJFeT5LKgsaNG1OlSpVcN0kqb9J6QbU9D4uA1sA7aNe/dSbx/la+6WjKuXqjGZQ0g8SUKqy+G8zER49RoUdgaiBNFjWh2chwVCYzcXCIxNPLi9dWr6LWsqUoTUyIP3eOwP4uxHt751iP69evoe2pffYlEboDoelJr7RfJJ3J+kXSv0D36+johLFxBRwdnfDy8irgE9MNUVFRrFq1Kv3fbkkqCndj7uJ22o0+u/vw6/VfSdIk4VDNgRVvrmBP3z30bdg3z6A2NjGFSb9pMyQPe6UGLb2ngUiFJv2gab8XrmPjxnYoFIeBtEGtuSfPK+vXeZmUiR5bS0tLAgMDqVOnDklJSfj4+DB79uz0z2NiYjAweDkWVg4NDU1fIy40NJQnT54AUKlSJWrUqAG8WI9nUfXG5qW0eqYlqTTNnj0bc3Pz0q6GJJWo53tBtT2lXVEotuPg0Dw9C+f7GsHPJ6vy9tF6TFFsZmj0Cd6Mj8etWk3Oq1LgVWjYsAGj6n+UPpfXrGdPjOzsuDt2LEk3bxE0dBjVJ0ygyvBhWUZIaDM5H8qUyRkOABrc3KZnOCb/2Z6fl3ko81z8/A7j6upaLoYyp/nrr7/YuHEjXl5e2NjY4Orqyvr16wtV1smTJ1myZAne3t6Ehoaye/du+vXrl/758OHD2bx5c6Zz2rZty9mzZ3Mt19PTk5kzZ3Lr1i0aNGjA/Pnzy3Wm1/Lgbsxd1vut5/ebv5MitEtGdajZgY+bf4yTpVOBRjwtOODPvScJ1K5szHTT/XDpCphUhZ7fFUld3dymP33PnTMlz3NzK9ofsUrqOi+TMhHYdu/enSlTprBo0SL27NmDiYkJr732Wvrnly5dokGDBqVYw5LzjosL6iTtkAwloMnmmOKei/v879YZ/y7o8OKSCqQlqSwYNGhQuZpjK0n5kd1wOuiJkdGZTPPE9JQKPn+jIV3tLZn4mxWH77VmoVjPhtAQ9pqYMKdSdZKsNPwY9SM3dtxg8YDF6Cn1MKpfn3o7dxLqNovoffsIX7QItf9VasyZg1KlSi//2ZfEbgjRA21Qe4xJkyalBz0v+kWyvA5lvnv3Lu7u7mzcuJG4uDgGDBhAcnIynp6eNGnSpNDlxsXF4ejoyIcffvh0/nNW3bt3Z9OmTel/Gxoa5lrmmTNnGDhwIHPnzqV///7s3r2bAQMGcOrUKdq2bVvoukrF4/aT26z3W8+BwAOkilQAOtbsyCjHUbSo3qLA5f17M4Jt57Sj/n56Uw/Dg99rP+i1FCpWK5LkcCW1TM7LuBxPsRNlQHh4uHj11VeFQqEQpqamwsvLK9Pnb731lpg2bVop1S5vUVFRAhBRUVF5Huvt7S0A4QHCO8Pmof1pOf0zjwz/nd1x3t7eBapj2nW9QYgMm3eG8oKCgoSJSpVej4ybiUolTp8+nevnQUFBQgghgoKCxPLly/O8niSVhoK8rwWhVCrFgwcPirTM0lZcz0oqXxwcWgmFopsAzdOmXiMUiq7C0dEpx3NSUjVizfGbosWELcJrRg8h3MxE+JxKYujy5qKZezPRzL2ZGHpgqAiKCko/R6PRiEdbtoqrTZqKq7Z24raLq0i6fz9TuZ6ensLR0UmoVCbC0dEpy/eJ/B6TE5XKRMBSkfmftqVCpTLJdxnFpbDva48ePYSpqal47733xL59+0RKSooQQgh9fX1x5cqVIqsfIHbv3p1p37Bhw0Tfvn0LVM6AAQNE9+7dM+1zdnYWgwYNyncZsm0rflcirohxf48Tzd2fvdOfHvlUXHxwsdBlxqqTRceFx4TN5H1ippePEKs7CuFmJsSOwUII7bsNPG2Plj79X4Snp2cR3ZVUGgryvpaJHttq1arxzz//EBUVRcWKFdHT08v0+a5du6hYsWIp1a5oWVhYYKJSMTibJE7GhoYkJCVlGrpb1D2eufXGWltb4x8QkGOPbH6GFwPYNW5MQmJiEdZakso+UfoJ5iWpVBSmF1RPqeDTTg34epAzn3VeyD7rdsw32Ij74yA8kyoyv3IlfMJ9cN3rypetvuR9+/dRKpRUGTIYo0aNuPfVV6ivXCHwnXepvWI5Jq1bA9oekLx6Z/JzTE5edChzWXTkyBHGjh3LZ599RqNGjUr8+sePH6d69epUqlSJTp06MX/+/FxHvpw5c4Zx48Zl2ufs7Mzy5ctzPCcxMZHEDN9LoqOjX7jeuqIkE3kKITgTeoZNlzdxNvTZcPLO1p35uPnHNLVo+kLlLzp0jbuPE6hVyZjplf6E//zAuLK2t5byO6JCyr8yEdimyWluWnlKuJJb8BgaGkrv3r2L5bq5BdQmKhUWTzNNWltb59jQpdU5t2A7IiKChMRE5gIzyT2QlqTyRKPJbuKAJJV/LzKcrkF1c/y2r2dXq1Wce70Js03ceSfuHzokJvBNTWvOoWbR+UX8GfwnczvOpY5pHQ7fv8eqeDVjkpKwffSIO0OHYTV9GpXff7/YM5OXxzlx//zzDxs3bqR169bY2dkxZMgQBg4cWCLX7tGjB++++y42NjYEBgYyc+ZM3nrrLby9vTEyMsr2nLCwsEwJR0GbqyUsLCzH6yxYsCBT7paXRUktMZmiSeHPoD/ZeHkj/pHab3p6Cj261+vOyGYjaVT5xX8wOXPrEVvOaLMg/9ClAkYHl2g/6L4QKmp/CJFZhqUyFdi+LHIKHtOSRhXXNXPrjS2qX+1CQ0MBaAmYoF3/9nnGhobpgbQkSXlbsGABXl5eXLt2DWNjYzp06MCiRYuwtbXN8Zzjx49nu0alv78/dnZ2xVld6SVU2F7QtEAx1nsUAbffZkxvF47UcuJbsYF1wYH8am7O0qpV8X7gjeteV7rodWHBewtQKLpxmkHMtfqVnmbxPJg7D7XfZaxmuWWad1vUyuOcuPbt29O+fXtWrFjBjh072LhxI+PHj0ej0XD06FHq1KmDqalpsVw7YwDdrFkzWrdujY2NDfv378/1/5+e/wFDCJHrjxpTp05l/Pjx6X9HR0dTp06dF6i5bijuRJ4JKQnsubmHzVc2cy/2HgDG+sa4NHJhaJOh1KxY84XqnyY2MYWJv/0HwPttauH03yRITYSGXcDh2f8PlccRFVLByMC2DPLP4b+z+7sgcuuNLQqhoaG88/Qfohpo65oWRvvzLMjd5eUlMyJLUgGcOHGC0aNH06ZNG1JSUpg+fTrdunXj6tWrVKhQIddzAwICMi1oXq1ateKuriTlW+ZAcTLVLzUlxGo43VMXsMBwAwOjLtIxLpYZtWzwTkngj5Q/sBnvxL2NW0h4YsmE0IlcTuzAhGpRRO3ZQ+L169T+8QcMatUqkvrllIimPA5rNDExYcSIEYwYMYKAgAA2bNjAwoULmTJlCl27dmXv3r3FXocaNWpgY2PDjRs3cjzGysoqS+9seHh4ll7cjIyMjHLsAX4ZFPW0toiECHYG7GTntZ08TnwMQGWjyrxn9x7v2b1HJVWlIrwaTNt5nruPE6hurGBM9AoIOUeqnjFhrSZRK8MPGuVxRIVUMGViHVtJK324MNogUPn0f50ybIPJPHT4RQUHB+Pj45Nly22dWX/AJ8OWFmw/efIkPaMzgDXZr9ObtmzRy0qX10DMT911+f7KqkOHDjF8+HCaNm2Ko6MjmzZtIjg4GO9c1vRMU716daysrNK353MYSFJpc3Fxwdf3AgkJcbjNnMLBxaPx8/iTYWFf8HXSKMySjdgYdJsJj2NQpmowdUik4TwXzNv/AShwjxzAZw8eoFe5MuqrVwl8513ifS4WqA7ZtVsZ1+dVq+fi52eBq6vrS9Gm2drasnjxYu7evcv27dtL7LqPHj0iJCQk1+8J7du35+jRo5n2HTlyhA4dOhR39V56AZEBzDg1g26/dWPNf2t4nPiYWhVrMa3tNA6/c5jPWnxW5EHtb6eusPdqJCoSmRo4kppB2vfvY69IGju9ken7atoPZQ4OkahU2jWxvbwKN6JCfpfRUcWdyeplUJTZ9YKCgoS3t7fw9vYW+/btEx4eHsLDw0Ps27cvfX9a9uGiuFZ+shzn9/h9+/ZlyuzsDWLf0/+emzHrs4dHkd2DrtHljH35qbsu3F95yIZ548YNAQg/P78cj/n7778FIOrWrSusrKzEW2+9Jf76669cy1Wr1SIqKip9CwkJ0flnJZUsT09P4eDQSqhUJsLBoVWB3/1MGZb1UkSl1/xFm0nu4tiM14VwMxM35lUVfVfZpmdZtR47RhhUeks4OjqJpHv3xO3+LuKqrZ3wb+4gnuzbl+86Z9du2djUK3C259JUFtu2mJgYcfHiRXHx4kUBiGXLlomLFy+KoKAgERMTI77++mtx+vRpERgYKP7++2/Rvn17UatWLREdHZ1expAhQ8SUKVPS//7333+Fnp6eWLhwofD39xcLFy4U+vr64uzZs/muV1l8VsUhPyti5CUpJUkcuH1ADD0wNP29a+beTLy//31xMPCgSE5NLrb6RyUkiVazDginydvEjfH1hHAzE6nTTcXtZvqFXiUkP3Thu8zLpCDvqwxsi4CuNpB5LT2UXWORMfDOuKXtB4QqQxCrzCYIzilwfhkUZlmMsiI/ddeF+9PV9zWNRqMRffr0Ea+++mqux127dk2sXbtWeHt7i9OnT4vPPvtMKBQKceLEiRzPcXNzy/Z91dVnJZWsovgymN1yOoaWK0XND38Qo6dOF/e/qSuS3MzEz8tqC8eN2i/YdivtxKyds4QQQqTGxYngz0eLq7Z24qqtnXi4erXQaDS5XjO7dgs6C9AXUEeAZ5lb2ic7ZbFtS/uB7flt2LBhIj4+XnTr1k1Uq1ZNGBgYCGtrazFs2DARHBycqYxOnTqJYcOGZdq3a9cuYWtrKwwMDISdnV2BA46y+KyKQ2G+56V5GP9Q/ODzg+i0o1N6MOu42VF8ffxr4RvuWyL1n/7r/8SMaWPF/Rm1tcv6TKwohLVesS8fqQvfZV4mBXlfFULINSpeVHR0NObm5kRFRWWay1bW+fj44OTkhDeZ5174oB32vG/fvmyHA+WUbCqtvH1P/76INjNytkkLAG9vb1q1KspZH2WfsXEF1Oq5wPgMe5ehUs0kISGutKqVL/mpuy7cn66+r2lGjx7N/v37OXXqFLVr1y7QuX369EGhUOQ4Vy67JTHq1Kmjs89KKlmOjk74+VmkL7WhTdzijINDJL6+F16ojOaOT/hk2S+sO+bHx3jxsd5+ggyVTLOoyjWVIQA96vVgetvpmOlXJHzJd0S6uwNg3vdtrL75BmUO89FzardgGvAa8CfgCfQv8P2UJF1v20rSy/KsCpMVOSg6CPcr7uy9uZckjXZ6WTXjarzT+B1cG7liWSHnucxFJime20d+osL5lVgqngCgfpSK6pcEiNSuQJD2XbU4vkvqwneZl0lB3lc5x1bK0TsuLjg5OWXZ7G1tc52D+wRt8qh6T/9OS1qQ3Xzb8qAg8zAaN7ZDoTiM9odG0KWMffmpuy7fny744osv2Lt3L3///XeBg1qAdu3a5ZqUxcjICDMzs0ybJGUnrd3T1zdCqTRCodDj0qVLCJFE1qU28p/20M1tOkIcAbqhDS67IsRR6tnUZPSbDfH8sisnan9O96RFPE6szy+hYXz2OAo9AQcDD+K615X/hV/AcspkrNy+AT09on7fy+1+/YnPYeWB7NotOAQ0A44AnYFxTxPSHMXNbXphHpkklbi0FTG8vb2zbBmDWiEE3g+8Gff3OPrs7sNv138jSZOEQzUHvuv0HYffOcznLT4v/qA2PhJOLEEsb079C/OwVDwhUs+Cz/Yn4L86Lj2oLW7yu4zuklmRdURJLrCdRp2UVKAU8bmtlVtepSUX0S4IPhc/v8O4urri6emZbdZMXc7Yl5+66/L9lWVCCL744gt2797N8ePHqVevXt4nZePixYsvffI26cWltXvQFVgAHETbq9kMOA5YArGAHZBSoC+DLi4u9O3bl99/3/+0rJqAA7///juTJk1i8eLF7Py0Hbsv1mH0fhu6q/cz+fEOXk0IY2q1agTHP+DjIx8zvOlwvhjwBdb1G3B/yhSSQ0IIGjyEqiNHUu2LMSgMDdOv+Xy79ex+vNAG6T2BSTg4VNP5pX2kl09uK2IkpiZyMPAgv/j/kr7+LECn2p34sNmHtKreqtjXhgbgSTCcXQ3emyE5DgUQoqnGNsN3eK1zX9Z804FXeRZmwoutEpIX+V1GhxXzsOiXQl5jv3Obl5ofBU3ylF9pyZ48MiR5ej7R074CJhzIeK8eHh4vnLSgrCvMPAxPT0/h6OgkVCoT4ejoJLy8vEqwxi8mP3Uv6/eni3OrPvvsM2Fubi6OHz8uQkND07f4+Pj0Y6ZMmSKGDBmS/vf3338vdu/eLa5fvy4uX74spkyZUuD5jrr4rKTil/2c1K4CnJ7OTTV6Ok+2iwDEpEmTClS+SmX69NzMc15VKtNMx0UnJIm5f1wRr011F6dmtBdxs8zFrB9s0ucDDvhjgAh8EihSoqPFvUmT0+fd3urztki4ciVTWWntlkKhL6Byhnm1ujO3Tr6v+feyP6uQ6BCx7MIy8dr219LfF6etTsLtXzdxPfJ6yVRCoxEi8B8hdnwgxKxK2jm0bmYibkVbMXbaVFF/8u/i72sPiu07cF7K+neZl4mcY1vCchv7XZj5Dc9Lm7talHNVg4ODsW3cmKTERDRox6RnN8DDGLj29L8jMlzTw8MDe3v7XHuMi6PeZY2ch6F7dHFuVU6/mG/atInhw4cDMHz4cO7cucPx48cBWLx4MWvXruXevXsYGxvTtGlTpk6dSs+ePfN9XV18VlLxy3lO6kxgLjAJSEE7fK8bDg6PCzQnVaHQBxZnU/4khEjJcvzle1F8vdOHVx/tYpL+Tk5VMOAbi6pE6ykx1jfmq1ZfMchuELFH/iRs1ixSHz8GfX0sRo3C4tNPUBgYpJf1bBRO10w9NYVdMqQkyfc1/17GZ6URGk7dO8XOgJ38c/cfxNP+T0sTSwbZDeKdRu8U+VI92UpWg98uOLcGHlx+tr9eJ9Rtx9DjDwMCH8Xj0qoWywa0AEpn1KJUdhTkfX2phiIvWLCAadOm8eWXX7J8+XIAHjx4wOTJkzly5AhPnjzh9ddf58cff6RRo0ZFcs2IiAji1eoCDenNyYsusJ2xYfjnn39QJyayHIgh9yRPfsAAID7DZ4MHDwZyD85zG5pclGvxlqbGje3w8zuMEON4luhEzsOQilZ+fn90f5ooJ82kSZOYNGlSMdVIepll1+5p56TaAwcAk6dHKhCiBwEBMwtUvkplglp9EMhY/gFUKpNsj29Wy5yR1o/5dG8Cp9rNZYVYhVfifaZXq8o5Y1jwvwUcCTrCnA5zqL/vD8JmzyHmyBEiVq4k9q+/qLlkMUYNGqSXZ2PTgODgv1EojmNtXYfvvy/7Qa0k5SQ6KZo9N/awI2AHITEh6fvb12jPQLuBdKrdCX1lCYQDMWFwfgNc2AjxT4NUfWNwHASvfAKWTVjw+2UCHwVhZabCrU/T9FNzG04tSRm9NIHt+fPnWbt2LQ4ODun7hBD069cPAwMDfv/9d8zMzFi2bBldunTh6tWrVMghg2JhvGhQ+qKe7zlO6/957en/ziTnOl5EG9TmFJz7+fnl+Euaf0BAuf6VLb/zMLy8vJg9ez7Xr1+jcWM73NymZzsHV5IkqaxLa/e0CZ56oA1mjwHNn/5v2g8qhfuh74svRrFkyRK0c3h7ppc/dmzOP9TMnzufKD8LTtwcSI9eDZlQbSurQ/9gl1kFllepjPcDb1z3ujKm5Rg++H4ppocO82DOXNRXrxLo+g7VJ03kuJERru+88zRnwucoFIcJCjqSrx+WJKmsufLoCrsCdnEg8AAJKQkAmBqa0q9hPwbaDsTGzKZkKhJ6Cc6uAr/fQJOs3WdeB175GFoOAZMqAJy6EcHmM0EALH7HAXNjg5xKlKQcvRSBbWxsLB988AHr1q1j3rx56ftv3LjB2bNnuXz5Mk2ban8ZWrVqFdWrV2f79u189NFHpVXlIpex5xi0PbH5lfZbe06B7zsuLqiTkrLsT+vN1fXhxrlxcXHB09OTOXO+JSBgJra29lmSixQ0wZQkSVJZlrHdu3x5KhoNCKHEwOAWycmgUFxEiGUFSrjy/I9/ffv25fDhv1Crj6NSmTB27CQWLVqU4/nXr19DiLkk3qtKkPtbfPOWFYdbtOG7qDV4JdxnloW29/a7C9/xZ9CfzH11LvX27iV02jTi/v2XB3PmkqBUYqHfmYgU7VJDQmgzIc+Z861sqyWdEJ8cz4HAA+y6vourj66m769tVJsuFl3oUKkDRkojFE8UUJwjsDUauHEYzvwEd/55tr9OO2j3Gdj1Br1nIUhUQjITf/sPgMHtrHm9cbVirJxUnr0Uy/2MHj2aXr160aVLl0z709ZrVKlU6fv09PQwNDTk1KlTOZaXmJhIdHR0pq0k+KNdtyttK0xGOHsKvtzO3Llzc/08LXuyd4bNA4h/OtS6vHNxccHX9wIJCXH4+l7IMmRt9uz5T4PaQ8B4hDiEQtGVOXO+LZ0KS5IkvaC0di8lJRGNJhEhUklKisPT0xMHh0hUqpk4OETma25q2o9/fn4WqNVz8fOz4Pfff2fbNneESCEhITrXoBYyL88hkvSJPNScY55X6BMzjX3qnvwc+hC3iEdUEOD70Jd3/niH7RGHqPnzaiynTUVhaEgrjYY9No/oWvHo01ILvlyRJJWGgMgA5p2dx1u73mL2mdlcfXQVfYU+sf+L4faC2xx67xATuk6gQ5sO+Vq2sdCSE+DCJvipDWwfpA1qFXrQzBU++gtGHoam/TIFtZfuPsFl1b+ERqmxqWrCtJ5yKpdUeOW+x3bHjh34+Phw/vz5LJ/Z2dlhY2PD1KlT+fnnn6lQoQLLli0jLCyM0NDQHMtcsGABs2fPLlA9nv9nsSD/TBbnXFX/HP4749/5WVqktIdaF0RJJyFI60nIurZjweadSZIklXUuLi4F7t3M/ONf4XpKs5sWEn/jKDPad8db8zWD/vs/e3ceF1XVP3D8c2cGZgAFVFxABXckF1Qytb3c00rBds16+rVv5pOamZlaWdlie0/PU1lZtoFlZi6VppUtgigl7gguoKICsgzLzPn9MYAg2wADMwPf9/O6r5w795577n28x/udc+73DOTlzLdZkXuEeW1bs8ULFm9dzPdJ3/PEuCfoPuRLNk6YQIjBzKsdH2ZV1niePjaHM0pyJgjXtfbgWj7e+THbT2wvXRfcMpjrel1Hl9wuXDH1CofkeKlR9nGIXQp//Ofs+7NGP4iYCkPuBr+K864XWay8vXE/r/64lyKrol1LI2/cNAhvzyYfmogG1KT/9hw6dIiHH36YdevWleuVLeHh4UF0dDR33HEHrVu3Rq/XM2LECMaOHVttubNnz2b69LPZGrOysujcuXOl2zoiKC2ZYNvRwZgXZ4ck66h8eLK3yYS/vz9Qv+DcVTgiS3VtSYIpIYQrcbV3/h3x4191r4VMAX7oH8StK3pxZ977vJ26gRW+3rzUuhV/n/ybm1bdxFVBo+kzZxrfPzKHO1sHMN53FRf7rObT08cZ+e+XS4/jatdONG9/pf3F9hPbMWgGrgy+kutDr2dwh8HoNB1xcXFAA3Y8KAWHt8Kf78I/K8q/Pzv0Phg0BYwtK+xWUGRl3c403t10gB2HMwEY1y+Qpyf0pZWPZ4XtG5vc4+6tSU/38/XXXzNx4kT0en3pOovFgqZp6HQ68vPzS7/LzMykoKCAtm3bMmTIEM4//3zefPNNu45TUxrqsj2EqampZGRkAODv709gYCDQ8MmUyk69A7YgdglQElanA7uBt4ElS5ZwySWXlNYLqDIY9PL0JK+ggFjKN5xxQASuN6WPM6YgaqjpI6TxrZvmOM1DXcm1anrKv/M/Gk1bi1LrnPrOf3h4BAkJAaU9trYf/0bTv/+pWk0TVJPMvELe/yWJrVt+5JGi9+nisY+XWrdiVQtbokiDUrS2WDnvkOK6tdD2tG2/IoPGqb5tydXriEvczfG8QP4+NYS4jN1kFPzkMvkS5H61X1O5VvtO72PDoQ1M7DmRAK/yHSUlzzsOfz4rKoB/YuD3tyE1/uz6jufb3p89b0K5ocYlDp3K5dM/U/hy6yHSs215WVqaDCy8ti/XDgiqclq7xuSK7aOo3f3apAPbM2fOkJycXG7d7bffTu/evZk1axZ9+/atsM/evXvp3bs333//PaNGjbLrOPZecGf0FlZ17Krmra2qHlUN301NTWX8+PFuM1dtgzX0NYiJiSnuSUgs7kmYU++gVhrfumkqDzSNQa5V09NYQWRt1PXHv7r+uGcutBAde4jUX5cxIftLUowZLGnjRZLn2SysmlVxwR7FtVus9EirvJwiHRxrBad8wdzGiGrjgzEwAN9OnWkX1J2OnfvQtl0fDL5B0AgP7XK/2q85XCuHP+/knITY9+HP/0F28U2hN0K/STD4/6Bj5WXFpZzmv5sOsOafNEoijnYtjdwwuDOTh4bQ3rfiiEpnccX2Ucg8tqVatmxZIXj18fGhTZs2peu//PJL2rZtS3BwMAkJCTz88MNMmDDB7qC2Nhw5p21tnTucubY9x1XNIZaSktLk56p1hLq8d1YdR7yTJoRoflzxnX97ssufqz7Z5k0eem4Z2gWGPgE8QQ/gcquFAyf2kXR0F4ePH+B4xiFO9zrO2uCTxB46RdvUPAyFFvQFVvwyocsxaGGGjidtC0n5QD5wCtgD/EgGcMRou9IGC+iskG/UMPvoKPLxQGvhhb5FC4yt2uDdIQTfTr3wCwph0+69PPX2u/yzdze9evXmyScfL55eSYjaq/drZGfS4NfXbPPPFk8bVGBsw4muE0gPuRqL0Q+OQYAlpfQ5sdBi5cfEY/xvcxJbk0+XFnVJzwBuGRLM8LD2eOhdL3+tK7aPonaadGBrj9TUVKZPn86xY8cIDAzk1ltvZe7chv0L7KxESzVNcF3SK3tuz2x1w6Qb6v1fUT1pfIUQdeFK7/zX53UKR/+4p9Pp6dE+lB7tQ6vcpv/AoexKDkbn8xae7Y4T1n0rES1X01OfSdv8M7TMzaFldgG+Z6z42J7/8ckvX4YhT+GTZ4F0C2AGTgOHgHiygWygO/AhUNAjBFN+LrvfmsuKoiIm3nBDrc9LNF/1zvGSkWILaOM+AovtL3JBmzDuXZrAx/FJFFpfAV4pV+ba33ew+UgR0XGHS4cbe+p1XDsgiP+7pBuhHSq+c+tKXKl9FHXT7ALbjRs3lvv80EMP8dBDDzmnMnXUEFl96zNMuqaA2RU1ZiKshngXtrLGF1bToUOQI6oshGiiKssebO9cs45U3/m96/vjXl3a5afmzrTVOSOD/MNj+Etbw5/FQ6avvXYCp3MLSM8uICO3gEPZZk4fO8GxQwfIzEgi33wEi+UUHnlZGHOz8C7IxsNiRl9UiK7AisEMxlxolQMdToN3PpgKbeM2Q48opix9TgJbUSt16niwFMKeNbYMx/t+xPZsAXQeApfO5O+sVrz/0PnlRh4W6fTE9BrG0oHjmLx8z9ljtDByw+BOTB3WhXYuNNy4Oq7SPoq6a3aBrbtz1Hu65wbHiYmJ5JrNLATKTu6TBMxt4GHSjakhp06qTH0f3qpS0vjCSOAq4HvgRw4etB1ThiMLISpTl2G/DaG+Pa716Vmpa7tc07Vr08JImxbGMnt0BAZUKMdiVaRn53M0I4+jGWYOn87l0Mks8jMO8s+Wz/A36WjjaaZF4Wl6HDxOtqcv/3yXUON5CXEuuzseTu6HbR9D/KeQfezs+m6XwyX/hi6X2N4TL5NpuWOL1nwaPobl4aM53rINJkCnwRWh7bhhcGeu6N3OJYcbV8dV2kdRd006eVRjsfelZkdk5K1vGSkpKSQkJDApMhJzQUG576pKKKUDVq5axbhx46qtm7tozHlsGzIRQZcu3UhOzsD2XlcY8Dia9o4kOahBc0ga4ihyrURD8fLywWxeCEwvs/ZlTKa55OXl1Lh/fbLNu3KCmPrUTe5X+8m1AgrNkPgtxH0IBzefXe/TDgbcDINuhTbdy+0SGxvLRZG3M3HgOP7sNQyLzjaziH/2aQ5uX8MXix5m1MWDG/MsasXRI+hKyktM3Ile74HFkk9YWF+ZpcLBJHmUi3Jkb2Fd3tOtrrfXAyiEKgPmkkRTTUFjDp1uyHdhjx07BpR/MFTqoLxnK4RwefV9l60+PStVtcs7dszCy8vHqdOnyVBI0eDS90HsB7be2bxTxSs16DHCFsyGjgW9R7ldTuUUsGLbET7YlE6HmxaxpXj94EP/MGXbd7Tf/RtDrUUEeE/HVTl6BF35H9eeobDwe+AHduywOGRknqgbCWwbkbMTLVWblbn4z85KbNVUNWQiAklyIIRwV44I4Oqabb6qHAVKtcRsfsJhr4zUhQyFFA2iKB92rbK9O5u06ex63462YHbALeDfudwuFqvil33pfPHXIdbvPEaBxTamz1qQx9B/NnBT3HeEpNum1GzIPCWO4uiEc+eWB48Ao4FTaNpImaXCSSSwbWSukGjJUcGrxaowF1rIK7SQV2Ahv8hKkdVKkUVRaLGiAA+dDoNew6DTKLQosvOLyM4v5Iy5CE3T8PLQY/LQ4eWhp5WPJwEtjPiaDLWaqLtkNH1dJ/euz9CU6vaNiYkhMzMTpeKB1sC1aNpRh/36Lr/sCyHcVWUB3OjRM3nqqae5+ebJde41tac9P7fthNXAj0A0EOn06dMcPT2caMbS99qC2e3LIfdk8UoNeo6C8/8FPUdC8XDiEhm5BXyx9RAf/57MoVN5pev7dvRlZPcWzLlpOF9mnebLcw7l6lM8OnoEXWXlwRhgLkotlNFzTiKBrZtqzKy+YJvrtqwxSzaxK+1MgxzL06CjjY8nSkF+kS1gLiiy/VJYErtqaFiVKl7AoNPo2MqL4NbeBLf2JiKkFVeHB9WYuKA+Q1Oq2xco/Q7uw5bc6UOCg7vxyiuO+fVdftkXQrizsgGcI4YJ2lvGuW1nfn4RSt0GlGwj06eJJmDbMvjm/rOfWwbBwMkwaAr4l+9gUUqx7VAGn/2ZwjfxR8kvfubyNRmYOLAj1w/uTJ8gPwAmJsS75RSPjh7lVvnIjzVAmIyecyJJHuUAjZmEoD5ZkUsST8VSvsc2Dogo/rO9SamuenUzO1OzSj+bPHQYDXo89BoGnQ69TkPTbL26hRZFkdWKh15HS6OBFiYDPp6231TyCi2YCy3kFlg4lVNAdn5RHa5K5ULaeDNtRE+uCe+IXld5b259EnVUt69SymWTkzR3kjTEfnKtRGNxREKnupbhysmkasMV79dNmzaxePFiYmNjSU1NZcWKFUyYMKHSbe+++27effddXnnlFaZNm1ZlmUuXLuX222+vsD4vLw+Tyb5pZVzxWjlc1lF4NRy6D4eIqdBjJOjL92cdzzITs+0IX249xP4TZ5O2nRfoy9QLQ7gmvCNenvpzS3ZL9Uk4V315I1BqLGdHfoQD2+tcrqhIkkc1YY54T7eq3l4dZ9+1Lauy4SVL/zUYvabh7WnAaNChqyJwrC1zoYUTZ/I5lVOAXqdhNBQHzIaz5Stl+11Mr2nodKDTNPKLrBw+lUvyqVz2n8jmq62HST6ZyyOfb+edjQd4ZmJfzu/SusLx6jM0paZ9GypplBBCNDWOGCZY1zLktY6Gk5OTQ3h4OLfffnvxFHWV+/rrr/njjz8ICrJvLnZfX192795dbp29QW2z4RsE/94N3uWffYosVjbsPsHnf6WwYfcJLFZb/5bJQ8dVfQO5ZWgwg4Jb1fn1rsZS29fIzh2p0b59ENCtzq8+lC1v5845xVmRPTnvPIOMnnMi6bF1AHf55a+63l4vT0/efOcd2rVrR2BgYLnvygXMSoG1yDaJt7UQigrAUrIUlv+zhwm8WoNXK/D0OTuO2NGUsh2zIAcKc6Egl9wi+GJ7Ov/7PZUTZh0WdNx4QQgzxpyHn7dn6a7SY9v8uMv96grkWonG4sweW4CZM2fy+uvvYDbnYjJ589BD9/L888/X97Qalavfr5qmVdpje+TIEYYMGcLatWsZN24c06ZNq7HHdtq0afWarcHVr1VDSD6Zw/I/DxEdd5gTZ/JL1w8K9uf68zszrn8gLU0e1ZTgOsq/djAaTVuLUuvsfnWhvvuLxiU9tqJS9ert/ehaVNIvaKqOQ4V1Hrb08ZoedLri/xps63QG26JpgGb7r6a3JTTQFW8HxcF0cVBtyYfCvLOLspQ7nDdwW/FCyY+4O2yLReeBLqAnWod+LLtvELfNf59taRV/qa/p18DqfuVXSp3z3fco9QM7d3oSHh7hNnOcOXrONyGEqIwjek3rWkZMTAyLFy8uzokwmvz8tbzwwgsMGTJE2rsGZrVamTJlCjNmzKBPnz5275ednU1ISAgWi4UBAwawcOFCBg4cWOX2+fn55OefDeaysrKq3Lap2rDrOO/8vB+ANj6eREV04vrzO9GjXUsn16z26pvh2NEZkoXrkB5bB2gOv/yZ/zMSU+qflX5XYFEYjN7oPEyg97QtOoOt9zT3lK1nt7HoPcHDC6xW2/HPCXirsvZwCx76NgOvwDDmzZtTJjCt/te8mJiY4mEticXJm+aUDj8p+W7nzn8oLCwC+gC3us0vg031F83mcL86ilwr0Ziqa08bsgx5x7ZxVNZju2jRIjZs2MDatWvRNI0uXbrU2GP7+++/s2/fPvr160dWVhavvvoqq1evZvv27fTs2bPSfZ566inmz59fYX1DXKuUlBSXTK6UkVvAo19uZ1JEJ67s3R5PQ/XJNV2Zl5cPZvNCoOy8uS9jMs0lLy+nqt0ctr9oXLVp2ySwdQBX/8fEEXb89gNXjRnFEgv0tCqUBZQVdloqTy5VSinbEOG807beVmUFZSX1yCEmXj2ewqJ8PHQaBl1xRy3gZfTko48+pH3bNrYA1VoEqOJeX4PtvwajLYD18AKDF3h6g4dPhcQIWApLe3TzCwv5/I+DLP9lFx0LD9JbS2FUq6P0y9mCpqygN8Kw+2HovYRfNNZhDzru+tDkrvWuSXO4Xx1FrpVoDprKQ66r36/nBraxsbGMGzeOuLi40ndr7Qlsz2W1Whk0aBCXXnopr732WqXbVNZj27lzZ4dfq/ok+BT2q+/zSVN9vmmqZCiycLgiU2uOnFF0w5bvrUSNv4poGhhb2JYyUlPO8MehvCqyMOdxxLM77bs7YLZdffEQaMDoBbeObMdVw8J5ef0e3vozhTfSYaDntbzZ5kuCTv8Fv7wMW95gRg8zLx+/km1p9U/+5Oi50xqLu9ZbCCFqw9HTgAj7bN68mePHj5cL9CwWC//+979ZsmQJBw8etKscnU7H4MGD2bt3b5XbGI1GjEZjfatco/T0dHLN5sqfbcxm0tPTXSawddWeZXvU99UFSRjXdLnvOATRJIRhm3qoZGmMx4iAFkaendiPlQ9czMBgf7YVdOLC1Gk8qp9Jast+YClgcj8dcXe/y7tXP4ivMZP6POj06tUbTVvL2Z8B3OOhyV3rLYQQtWF7/WQdmjYaeLn4YXc98+bNcXbVmrQpU6awY8cO4uPjS5egoCBmzJjB2rVr7S5HKUV8fHyFxJfO5Ixnm9oo6VmOiIiosISFhpKSkuLsKlarJCNx//6nMJnm0r//qVpNr1Pf/YXrksBWNFt9O/oRfc+FPB/Vj/a+Jr7KGcCwE7OZVPQ0vxqGAXDnoI/4+96+jO5+AUqtJyPjNDExtftFr74PTTExMYSHR+Dl5UN4eAQzZ84s/dylSw+6dOlW+l3Zup27X2PXWwgh3IE85Dac7Ozs0qAVICkpifj4eFJSUmjTpg19+/Ytt3h4eNChQwdCQ0NLy7j11luZPXt26ef58+ezdu1aDhw4QHx8PHfccQfx8fHcc889jX16bqtsz3JsmWUZkFvcs+zqIiMjiY/fSl5eDvHxW2t9v0ZGRvLkk4/Tq1dvdu9O5Kmnnq70Oam+z1KicUlgK2olEYgrs5w7J6670ek0bhgczOaZV7LkhgH06+jH1qJu3JL9IDcWPMHBfF86+2WxZvIePp8Uhi6rE1FRUbVq2Orz0FSSwCkhIQCzeSEJCW1YvHgxO3ZYMJsXkpzcleTkJMzm60hICCitW8X9Ahq13kII4U7q+5AsKrd161YGDhxYmrF4+vTpDBw4kCeffNLuMlJSUkhNTS39nJGRwV133UVYWBijRo3iyJEjbNq0iQsuuMDh9W/qXL1nuSHZ85zkiGcp0bgkeZQDuHrCBkdwdEKEuLg4IiIiqnjHtppkVA1MKcXvB06x5Ic9/JF0Ci/MzNAt5zaPH9BpCnORkVf/aM23p734Zeu2Bq9PZQkOYCSQAWwt/jwaOAX8JfPo2qE53K+OItdKCPch96v9GupaueqzzblK6hmLLaAtXQ9E4Dr1bEj2JJCSJFOuQZJHCYer1xy4lQgICMDbZGJyFYFyQEBAnetaH5qmMax7G4Z1H8Zv+9OZNP9DFgTdzpcFVzJH+5SLPROYdVEqd5kV/PwCDLkbTH4NVp/KEjjBVcDcMp/HFH8un9xJEj8JIYQQjcdVn21ERfYkyJQkmu5HAltht+DgYIdlynN0oNwQLuweQMD2T9n/5xAKL7uOya0eY3hBHLNYRi/TMdjwDGx5Ey56GIbea5t6yMEqy9YJq4FCbL+rPg6swfbb8NnkTrYeW/uzfMbExDB//jPs2bOLXr16M2/enFrNVVvf/YUQQgh35w7PNmWd+zqZu79eVhv2ZEOXjOnuR4YiO0BTGP5TaCnk+4Pfk2/Jp8BSQIGlgHxLPhZlwaqs5ZYiaxEWZcFitaBptl+xdJrtdW2L1YJFWSi0FgLgZ/SjlbEV/iZ/Wni0KC3PYrVtk12YTU5hDjmFOSilaOnZkpaeLfH19MXHwweTwYSXwQsvgxfeHt74evri6+mLp96zUa5LyfsVmmEMLQddj9+FfhiMHlyl+4MnWqykQ0GybUO/zjD8Seg7CXSOe3W99PjaSJQagy2o/RG4DTgCrC/e8jY07QhKrScmJgalVLn9SlLZV/aO7NljjEKp0WjaWpRaR3R0tF3BaX33b2xN4X5tLHKthHAfcr/ar7lfK5lvt+LzVWXPSfZsIxpebe5XCWwdoCk0kLmFuQz5dIizq2E3k96Ej4cP3h7epYFvkbWInMKc0mBZp+kw6o146j0x6o0Y9UZMehNGg+2/LTxa4Gv0LQ2mfQy28krK1NBQKH755Rc++eQzDqceIqhrDzpePJ792VY0XQ5hnnvoZ9xFgTITXFhEmHcgvYc8TFC/G9EcFODGxMSwYMGz7NixHaVaAv8DIil539bDYwt6PYSGhjFv3pxyDfKCBc+ye3dihe/Kam4Tnbvj/bpo0SJiYmLYtWsXXl5eXHjhhTz//PPlModW5ueff2b69On8888/BAUFMXPmzFplDnXHayVEcyX3q/3kWrn3PLZQ95FiZfdr3z4QUBw7lkb79kGAlWPH0sqVFxMTw/Tps0hJOQjoCA7uxMsvL3bJH+6bKglsG1lTaCAtVgv3/3h/aRDoqffEQ+eBh84DnaZDp+nQNA2DZkCv06PTdOg1PQAKhVVZAUq/N+gMWJWVrIIsMswZnM4/XRpsGjQDOk2Hh86DFp4t8PHwwcfDBw2NMwVnOFN4hqz8LHIKczBbzOQV5ZFXlGcLWguyUbj+X9l2SseDPW/gmmGz0On0DinTy8sHs3khML3M2pcxmeaSl5fjtHIbql4NxR3v1zFjxnDjjTcyePBgioqKmDNnDgkJCezcuRMfH59K90lKSqJv377ceeed3H333fz666/cd999LF++nKioKLuO647XSojmSu5X+8m1cm91HSlW1X4zZsxg8eLFlZYHuNWotKZIAttGJg1k47EqK9mF2aWBb15RHrmFueQV5eGh98DHw4cWHi3w9vAGBfmWfPIt+ZgtZtufi2x/NheZbeUUZHGmwBZI5xblkluYS26RrTyFQiv5X3FQb9DZFg+dB35GP87kGtmWVMDpbDAZj9DWey+nPHIpKh6i3R9PZg9+jL7nXVfvc2+onlHpsXU/J06coF27dvz8889ceumllW4za9YsVq5cSWLi2bem7rnnHrZv386WLVvsOk5TuFZCNBdyv9qvqVwrd+91rau6PndUtZ/R+Dv5+cMqLU9mmXA+yYosmiydpit9z9aZYmJimD/DNpSlZ+h5XHvPHH493ZL9qWbaaCe5sv3H/O53lB26Am7+cz7XxL3Jw8NfoW3gwDofc968OcW/Go4u967HvHn1m0+ttuWeO/xn9Ojh7Nix2OH1ElXLzMwEoHXr1lVus2XLFkaNGlVu3ejRo3nvvfcoLCzEw8Ojwj75+fnk5+eXfs7KynJQjYUQQjhSc35Ptq7Ziqvaz2z+CdvUiZWXJ5mR3YfjstwI0UycO2H33zta8+K9E5nWM5OF1/bBo2VHvkmbhm7/vQw40wKlaXxjOcm4NVP478pbyc+vW7AQGRlJdHQ0/fufwmSaS//+pxySwKA25VY2WfnixYuZMWOGw+slKqeUYvr06Vx88cX07du3yu3S0tJo3759uXXt27enqKio0l/4wfYur5+fX+nSuXNnh9ZdCCGEY6Snp5NrNrMMiC2zLANyzWbS09NJSUkhLi6uwpKSkuLUutdXr1690bS1UPpqmn3Ziqvaz2TyrrK8uh5LOIcMRXaApjKkRdinpiEw+UUWVsQd4d1NBziQnkM3r79o2WEFB0y295C7WGDBwGkMHHiHU8+jLtxt2HFl3P1+vf/++/nuu+/45Zdf6NSpU5Xb9erVi9tvv53Zs2eXrvv111+5+OKLSU1NpUOHDhX2qazHtnPnzm57rYRoTty9bWtM7nStqhpunJqayvjx44kFBpVZH4dtMsBVq1Zx/aRJTbJHt67Ziqvab+bMmbzwwguVllebWSZEw5ChyM1Ic32/wplqGgJjNOi58YJgrju/M+t3pvH2Rj+2J0UwxO9LjrWL5aBBx9Ttr3Dzri94aPwHeLcMctq51JZMVu5cDz74ICtXrmTTpk3VBrUAHTp0IC0trdy648ePYzAYaNOmTaX7GI1GjEajw+orhBCi7qobbmzyrH7aw4yMjNIe3bJ9i4nA5OIeXXd9TiwZaWab+WFu8cwPNQea1e03ZMiQKsury7GEc0hg68aa8/sVzmTvhN16ncaYvoGM7tOBLftP8vbP7Ti5fw99O/yHv/0y+aTgKD9+OYr7uk/k6oufxKCv+M6jq5HJyp1DKcWDDz7IihUr2LhxI127dq1xn2HDhvHtt9+WW7du3TrOP//8St+vFUII4VrKDjeuEJwWFNhVRhjle3SbisjIyDplJa5qv8rWn5tT5JNPPpZMyC5O3rF1Y/a8XyEcb968OSi1Dk0bDbxcnDRpPaNHDyc8PAIvLx/CwyOIibElT1qxYgX3Ro3mqweu5My6j9iy/QY6pYykbaEiTa/x5MGvifrofH7c8iLKaq3yuDExMZWW35hGjx6OUj8CRiAYGFCcKGpOo9elObn//vtZtmwZn376KS1btiQtLY20tDTy8vJKt5k9eza33npr6ed77rmH5ORkpk+fTmJiIu+//z7vvfcejz76qDNOQQghRB2VBKcly7lBblyZJbHC3qIuKsspEhUV5ZRnL2E/CWybgOoaPOF4lSVbKnk/49wGcObMmeUaxuRYSH7/IX7+2MTBvx7ighOd8LVYOaCzMm3Ph0z58Hy2bXu/wjFdoYGNiYkpnuftSuA5IBTYwcyZM2VITgN7++23yczM5PLLLycwMLB0+fzzz0u3SU1NLZcQpGvXrqxevZqNGzcyYMAAFi5cyGuvvWb3HLZCCCFcm5enJ5OxvVNbskzGNmrP39/fmVVze/PnP1M8d+0aYDpKrUHTRrJgwbPOrpqohiSPcgBnJSGIi4sjIiKiysQBsbGxDBrUFAeguJ7azI1mSyl/CrQ/aNH/UXoM786Ajiv4u1UaZp3tt6YrlRfThs6ha+9rqy2/MZM2uUIdHMGdkoY4m1wrIdyH3K/2c5drVdNz3qpVqwgMDKywX0BAAOnp6URERFQ+jBl5RqyJl5cPZvNCYHqZtS9jMs0lLy/HWdVqlmpzv0qPrRAOYEuqVHEONLM5t8J6GAMkgtKTvb0zu/7zBEMi3sX78CP0y/RHpxQ/aXlM/H0OT398GelHY6ssf/fuxht05Ap1EEIIIZqbqoYbZ2RkALZAdtCgQaVLcHAwAQEBeJtMVfboBgQENPZpuBWZ5sc9SfKoJuDcsELCjMZXVVIlo9Gb/Pzy62ENtt9PixvJHj2457Lu3HB+Z97ccCEpsWtpF/AZe1vk8rn1FN+uvZXb/h3EZ6+uIiPbeUmbJHGUEEIIYb/6zlxRGpxWkiRUB0yePBmoPGFocHAwibt31+n4MuOGLZ+KbZqf0eWm+Zk3T96xdWXSY+vG5Nc4x6lvYqZzE0rBSJRaT8uW3hXWw3qgX+k2GRmniYmJoZWPJ+cV7CLz+1X89tMo/FMm0tmsJ1en45eeJga/fJSpt/TD22NRacKq2iZtOvc8Z86cafd5l5yj7RzOnmNJ/YUQQghhUzJzRURERIUlLDS0XE6EqpQEp7GxsSxbtgyAhdiShK6k5oShwcHB5Xpyy/bonlvXuLg44uLi+O677+jds2e96u0Kavtcd+72QIV8KpXNXesKiT1FGUrUW2ZmpgJUZmZmox87OTlZxcbGVliSk5MbvS7uKjo6WgFK00YpeKn4v6jo6OhalxMS0kOBTkErBbeVlhUS0k2ZTN4qJKSHatu2Q6XbzJgxo1w9vLrdqYLu+o8a/+yd6tL/9VF9l/ZVfZf2Vbe+0V3Nur2H+vqrz+p5niMVoCDcrvMu2d9Wb6MC/zL71/56OYsz71d3I9dKCPch96v9GuNaxcbGKkAtAxVbZllmG7qlYmNj61ReLChVZomtY3klkpOTlbfJVPzv+dnFUfV2hto+19X1OdBRz4+ierW5XyV5lAO4SxICUTlHJkWyp6zaJJrSDFfR65rzMPS5iG7+H3Go9T6KNNs7rlcUwP0DHyQ04k7QtMorVEPdbL2vGcDWGs+78v1tibA0rbXbJJGS+9V+cq2EcB9yv9qvMa7VuYmfUoB0ziZvWrZsGWFhYXYP7y1bXkBxWZxT3iWXXFLrocIl5ZYkmdoMTIMKSadSgfG4R9Kp2j7X1fU5sKkk1XR1kjyqCosWLULTNKZNm1a6Ljs7mwceeIBOnTrh5eVFWFgYb7/9tvMqKRqdI5Mi2VNWbRJNqaKRJK9+h/X/Hkv3jk+Rvf/fBGUFoVOKDZ4w6Z/Xmf7RUPbuXV2nusFVnH0ru/rzrnx/WyIsSSIlhBBCVC4FW5BY8roY2N6Prcvw3tQyZZ1bXlhoKFu2bCkdVlx2qekYYdgC5tkl5VH+Nbfr7K6h89X2ua6uz4GSVNP1NJvA9q+//uLdd9+lf//+5dY/8sgjrFmzhmXLlpGYmMgjjzzCgw8+yDfffOOkmorG5sjMdzWVFRMTg8UCMBPwBLoB0Wja99hux3PX2/YN9PPilRsG8MWdE/DRP0nBgQfodqYVAOvJJfK3WUz/6CL2JK6oUKeS9z/y8wuwvZ0TXVo3WM3Z32SrP+/Kzq0kEZYkkRJCCCEqlw7kYusFjS2zVPd+bFW21VDWlZdfXuf3Y9OBvCrKzqvF+TpbbZ/r6vocKJmTXU+zCGyzs7O55ZZb+O9//0urVq3KfbdlyxamTp3K5ZdfTpcuXbjrrrsIDw9n61YZQtBcnJv4qa6JmWoqKyYmhqioKAoLLwReAC4HkoBJKPUDtgDz3PXl6zEwuBXR917IS9ddy+nc+bRImkLfM14ArFdZTPpjLo8tHcrh/esBSo9pGyrzPHA+MAm4DU0bBfwIFNl13mfPbRTlE2EV1fl6CSGEaLo2bdrE1VdfTVBQEJqm8fXXX1e57d13342maSxZsqTGcqOjoznvvPMwGo2cd955rFhR8UddV5HI2XFRYdiGJZcstQl/ShKGzq2hLHNBQb0D6PrU0xXU9rmurs+Bjnx+FI7RLALb+++/n3HjxjFixIgK31188cWsXLmSI0eOoJRiw4YN7Nmzh9GjR1dZXn5+PllZWeUW4b4iIyPtynxX37Lmz38GGAGswzbh91pswaE/0AKIr7C+S5ceFeqhaRpX9Qvkh+mX8X8jrmPXqafxT7qFsDM+KE3jOy2Hqzc/wqIvxvHiK/PRtFHF739MLz72cDRtOf37ny7Oimyw67zPnttpPDzmYDL9iYeHJ+HhhjpfLyGEEE1XTk4O4eHhvPHGG9Vu9/XXX/PHH38QFBRUY5lbtmzhhhtuYMqUKWzfvp0pU6Zw/fXX88cffziq2g5RduaKyTVuXbOSDMkl2ZGrU5fAtGwAXhWTp6dbzLhR2+e6uj4HOvL5UThIQ2eycrbly5ervn37qry8PKWUUpdddpl6+OGHS7/Pz89Xt956qwKUwWBQnp6e6qOPPqq2zHnz5lXIHodkIhQ1MJm8FbxUNplh8Wdj8VJxvcnkXWO5mXkFavGaXSr0idXqgnnPqQlvRZRmUD7/vfPUiHuGK71XRrmy7Sm3qZLMofaTayWE+3D1+xVQK1asqLD+8OHDqmPHjurvv/9WISEh6pVXXqm2nOuvv16NGTOm3LrRo0erG2+80e66NNa1Kpm5YtmyZQ7JaJycnFxjWbU9TmVZkavaf9WqVY6+RELUqDb3q6Exg+jGdujQIR5++GHWrVuHyWSqdJvXXnuN33//nZUrVxISEsKmTZu47777CAwMrLSHF2D27NlMnz699HNWVhadO3dukHMQTUevXr3ZseN74BHOZhVeA3gVb6EqrA8N7V5jub4mDx4dHcqtw0J4eX1Hvtjal74+69G3/YF9Jh1pQ48xZMDF5P54PdtjZoG1/PsfqqgIS2Ymen9/NL3esScthBBCVMFqtTJlyhRmzJhBnz597Npny5YtPPLII+XWjR49utohzPn5+eTn55d+bqyRdsHBweWyFJ/bI1qbFEMl8+Lmms31Lquskp7g9PR0EhMTmTx5cpVlBwYG1vEoQjSOJh3YxsbGcvz4cSIiIkrXWSwWNm3axBtvvEFmZiaPP/44K1asYNy4cQD079+f+Ph4XnzxxSoDW6PRiNFobJRzEPZRSqHMZqxmMyo3F2teHtb8fCgqQhUWooqKANA8PdE8jeiMnmAw2AI5nR5Nr0MVFGDJzsaak4M1OwdVWAhWC8pqBasVVVCAKijAmp+Pyi9AFRWCxYqyWsBiBWVFWRVYrezdu4e4LX+Sl5VBW18/+vbqwfsd2pKatQc/fV/89KBhBRSK9gBY1HlY8MCiirCoQiwEQF42O4YOw7tlSzSdDnQ60OvQdHow6NEMHmgl56EU9yjF1PxCjpzMxpLdhtZFp/AsLMKzCIp0n3Im/BNO5RXSoWMYcSNGkHf4KH7Kil7TKGjdmi6PzcJ33DhWfPMN8+c/w549u+jVqzfz5s0hMjLSif8PCyGEaGqef/55DAYDDz30kN37pKWl0b59+3Lr2rdvT1paWpX7LFq0iPnz59e5nvVVOiy5OCgty9tksmt4b3p6OrlmM0uwZS6ubHizl6cneQUFtQ56SwJwR9RTCGdq0oHt8OHDSUhIKLfu9ttvp3fv3syaNQuLxUJhYSE6XflXjfV6PVartTGr2myVBpNnzmDJzkYVFIDFgiqyoIqKUPlmrHlmlDkPa24eluwzWLPOYDmThSUjE0t6OkXFiyrza6yztcH2liwtWoDVArt2A9DdaATK/t06O/+shwZQWPypzK2ZkUFhRkatjt+xknUGK7TK0WiFJ+zfDxT3FRfPget56hRHZ84i6cWXeHtbHAk5w1BqIQkJa4mKiiI6OlqCWyGEEA4RGxvLq6++SlxcHJodc7GXde72Sqlqy3D2SLuyvaLnsnce2xKXALuofB7bbt26MeLKK+scmDqynkI4Q5MObFu2bEnfvn3LrfPx8aFNmzal6y+77DJmzJiBl5cXISEh/Pzzz3z00Ue8/PLLzqiyw6mCAlsvZmFhaY+jKio6++YEoAoLsZrNWHPzUOY8lNVq6wn08EDzMKAsFlvvZVER1vx8LKczsJw6SdHJU1hOncKak43lTDbW7Gysubmo/HysBQWo/Hw0nQ6dnx96X1/0vr4oZcV6pjiQPXMGVUnjW1+a0YjOZEIzmWy9mcXnARTXqwBlNqMsFlsQbbWCxYLm6YnOxwddixbofHxsvbs6Hej1aDoNzcPTts5otP3XYEAznO3xRacHncbSpR9x7IQ3+dYpmJWJfKsRs3qbVp1zWfK/d9H7264HupJhv8X/X1gsjBs7nr27W6HnP+hQGLRCDNp9hPbM4sOl79nqa7HaepItFlRhUXHPscUWoOp0pT27Om8fbrrrXvZ4Xoh+yJUM8thOH59oEnUKHzOYPSDjyAD+WPdvMo/35Gb/kdzZNpMWx4/zWsdOxOa2ZdHx0ezMfwRNG82CBc9KYCuEEMIhNm/ezPHjx8sFSxaLhX//+98sWbKEgwcPVrpfhw4dKvTOHj9+vEIvblmuMNLu3GHJ9khJSSkNMhMTz/a7Bhcv5zIajXzx1VdkZGTg7+9fbuhwdYFp2eOUJcGscDeaUkrVvFnTcfnllzNgwIDSdzHS0tKYPXs269at49SpU4SEhHDXXXfxyCOP2P0LYlZWFn5+fmRmZuLr69uAta+91KeeIuOzz51djRrpvL3RtWhhCxr1elsgqjegMxrRvLxsgaqXCX1LX/S+LdEV/1cfEIAhIABD27bo/Vuh8zI5/T1RLy8fzOaF2LIQl3gZk2kueXk5DbZvdeXpvO/H/6K9+IYf5OoWK8ht9wt/eHsCoCmwxF3Kvs/a4pv9IlN8fZns2xovnQWr0vg6ayJLTniR7bGoTnVwNa58v7oauVZCuA9Xv181TWPFihVMmDABgJMnT5Kamlpum9GjRzNlyhRuv/12QkNDKy3nhhtu4MyZM6xevbp03dixY/H392f58uV21cXVrxVUfKe2RCy2TMcl4oAIKvI2mUjcvbvGwLSq49SmDCEaUm3u1ybdY1uZjRs3lvvcoUMHPvjgA+dUphFoHp5l/uxR2tOIppUuml6P5u2FzmQLINHpbMOAi4pQhQVoekOZnk8P9K1aoW/TGkObAPSt/NH7+qLzaYG+ZQs0L290JmNxr6YRigqxZGVhyczCkpVp68EtDU5bom/RwhbQGprOX8VevXqTkLAWpc4mibJ3wu767FtdedbcRzi1vi9Zf3Zl+SW7CD7vCv7V4mP2tdnPJh8vdBGb6D1Q4bWzKz/86sFnW1vxSMBAxvt+R6RfDGNaanzn2R1rbi46b+861UUIIUTzkp2dzb59+0o/JyUlER8fT+vWrQkODqZNmzbltvfw8KBDhw7lgtpbb72Vjh07smjRIgAefvhhLr30Up5//nmuvfZavvnmG3744Qd++eWXxjmpRlLyTu0ybNP1lAw5rur92ZLtStZNLp63tqag9NzjlC3X3jKEcBVNJ5oQlWo341HazXjUFpTW8h0WR/HoWNkbn03XvHlziIqKKp6oewyatgal1jN69EzCwyOqTchU1b7z5sUAEBMTU6ukTueWZ8laQ/qq9Qzyvo1FhRcQHhrJNJ9P+KvNUX719iKnL3j2KcK76z88vlLjk9PX8Fi7NYR7FXBdUSH7R4+h7cMP4RcZaRvyLIQQQlRh69atXHHFFaWfS95znTp1KkuXLrWrjJSUlHK5UC688EI+++wznnjiCebOnUv37t35/PPPGTJkiEPr3lBqO+y3ZE7afEBP5UmjdEA3yvfk1lbJcYRwZ81uKHJDcIchLaJxxcTEsGDBs+zenUhoaBijRw/nhRdeQNNGodRoNG0tSq2rNCHTufvOmzeHiRMnEhMTUxyk1lyGfXUZiUeHCfhfChd1zWd8i+X8FJDBdpPtPSRjoeLk2tP4JrXnpauvpcvmXyg8fBgAr0GDCFwwH2OPHg13ERuI3K/2k2slhPuQ+9V+zrpWtRn2GxcXR0REROnQ45IhxwuBrmX2SwLmUn6Icsm2sbGxDBpUfbh67nFK1xeXsWrVqtKZQ4RwhtrcrxLYOoD8YyJqEh4eQUJCAEqt4ewQ49H073+K+PitjVZGVeV4db2TDmMv5Hzfkwz3+4y1bbLZ62kbxt7a4M2dAx/guq4Tyf7sK9Jffx1rbi54eBBw9920uetOdJ6e1R7Tlcj9aj+5VkK4D7lf7eesa1USRFY67JfygWhVgW1VAWhDBbYmT092790rw5GF09TmfpWxhEI0gj17dqHUaM5O76Oh1Bh277Z/SnVHlFFVOXlJ55H6wUNMnHgD/y1cRIukW/n3sSJCCgs5VZTL83+9wFVfDueHznsI+d8ztLh4GBQWkv7GG+y7cjgnXnuNwmrmEBRCCCGETcmw35KluiwaidiCzMr+pU8ps3418EnxsrkOdSo5TslSUq65oKDSodNCuCJ5x1aIRuCIpFCOSixVZTm9enPTBcFcEx7E6oQwvo27hIsPfsTN/ut5r5U3xw25PH3kW95M+ZrzBhVwmZeiz2+ekJ5O+ltvk/7Of/A6ryeePXrh2aU7hvbt0fv7YWjVCo+OHdEHBDjtPW8hhBDCnQQEBOBtMlU6Jy3YgtowILf489wy32mA0dOzxnlrS47j5enJ5IKCCt95AXm1rLcQziSBrRCN4GwSp1EoNRZYjVI/Mnr0zDqUUXliKUeV42M0cN35nbnu/M4czRjMlrh4Hkj8gt+LtvFzy5Oc1uv51ceLX88H/UDFBXsUo+Ks9Emxkvf3bvL+3l35gb29MXbtiik0FFPv3pjCeuPZoweGVq1qVX8hRPNT28R5Qri74OBgEnfvLjeP7eTJk0t7UhOxBbVGbImlylKAZuebhsHBwXwZE8P48eMrDJFOBcbX4xyEaGwS2ArRCCIjI5kxYwaLF78C/AwEAuG88MILDBkyxK4HtMjISKKjo4sTQc0tTiwVw8SJE2tdF3vLCfL3IurKYXDlMCYCp3Jz2HRwB7FH49mXvp0TeUls63WCLWGFBJ5UdD2mCDwFHU4r/HKgZZ6iVS74n1HocnPJ/+cf8v/5h8yyB/H3x6tnT3yGDKHFxRdh6tfP6XMRCyFcR/nEeQtJSFhLVFRUjYnzhHBVVU3Zc66S91rT09Px9/fHVEnPaj5U/s5uYaHdU/UEBgYCFTMjx9W4pxCuRZJHOYAkbBD2cFTyJ1d0Mu80iSeS2H3yIEnpu0k+tYND5oOcJBsAQ5GifQZ0PKkIOabochy6HlMEZFUsy2LyQIV0xthvAD4DL6DVwP54dQlx2PRCcr/aT66VcAVNue10JLlf7ecOWZFr2t5oMJBfVARUk1DKjuRRULukVkI0ttrcr9JjK0QjsSVtWkjF5E9zq9vNLbTxasXFwa24OLj8P3xZBVkcyDhAUmYS+9N3sjM1np+ykzmpbG/tGAsUQaegW5oi/ICi30GFj7kQdh/AsvsAWV/FkAUUehjI7NARS7+BtL/scnpcNhQPfz8nnKkQorE15bZTNC/nDi8uq7J5bNPT08k1mysPOIuDWkeo7n1eb5PJrnd1hXAFEtgK0UgclfzJnfh6+jKg3QAGtBsAPc8Odc4uyCY9L5307DSOHU8gMfUf/shM4qu8Y3gczybkmKJrmqJbmiLkOHgWFhFwKBkOJcPqr9kH5Bs1zP5eFPj7kmewMPD1D2gX1N1p5yqEaBjNse0UTVdwcHCtp845d4iwo9U24BbCVUlgK0QjcVTyp6aghWcLWni2oItfF+g4lHEDz36XV5THrlO7SEiLY9OhzfydvhPDsVx6HlWEHlaEHVK0ywRjvsJ4LBeO2XJC7r1mPD6/bcXH08c5JyWEaBDSdgpRuZLhyPa+s1udugTcQrgaCWyFaCSOSv7U1HkZvBjYbiAD2w2E/ncAkGHO4ETeCU5mp3LsRCJbD8RxOnk/pJ+i7/Y8wg/Atu4aF3p4O7n2QghHk7ZTOFtKSopL9ma+/e673H/PPZVO1SNDiEVzJIGtEI0oMjJSsnjWgb/JH3+TPz1b9YTOl1YYk5Ueu5HJ54XLPLlCNFHSdgpnqSnh0w8//YTRaKzwnSOD3qp6ZMPDw9m1d69LBt1COIMEtkIItxcQcbmzqyCEEKIJqjaBk9nMlZdfjrmKHtNzsxzXlj1JnWQIsRBnOWb+DCGE24iJiSE8PAIvLx/CwyOIiWmY99Qa+jiNdR6uYtOmTVx99dUEBQWhaRpff/11tdtv3LgRTdMqLLt27WqcCgshRBNSksCpZCkJcs0FBSzDNuVOybIMyDWbK+1JrY2SpE6xsbEVlvoGzUI0RdJjK0QzEhMTU5yEZRRKLSQhYS1RUVFER0c7dJhfQx+nsc7DleTk5BAeHs7tt99OVFSU3fvt3r273Lxvbdu2bYjqCSFEs9WQWYulR1YI+0lgK0QzMn/+M8XB4Bpsc0E+gqaNZsGCZx0aEDb0cRrrPFzJ2LFjGTt2bK33a9euHf7+/o6vkBBCCCGEC5GhyEI0I3v27EKp0djmggRbUDiG3bvrMjmA847TWOfRFAwcOJDAwECGDx/Ohg0bqt02Pz+frKyscosQQjRHKSkpxMXFkZho+3clEYgrs8i/NkK4HglshWhGevXqjaatBVTxGoWmrSE0NKy63VzuOI11Hu4sMDCQd999l+joaGJiYggNDWX48OFs2rSpyn0WLVqEn59f6dK5c+dGrLEQQriGkkzIERERTJ48GR0wGYgos0wGjB4egAS9QrgKCWyFaEbmzZuDUuvQtNHAy2jaaJRaz7x5c2rctzbJmupznIY+j+YiNDSUO++8k0GDBjFs2DDeeustxo0bx4svvljlPrNnzyYzM7N0OXToUCPWuHlrbsnQhHBlZTMhxwIrsSWEWnjOdvmFheipPOiVeWSFaHwS2ArRjERGRhIdHU3//qcwmebSv/8pYmJimDhxYrX7lSRrSkgIwGxeSEJCAFFRUVU+fNf1OA19Hs3d0KFD2bt3b5XfG41GfH19yy2i4dX2/hJCNI6SpFDjgFuAq4rXlwS8ywALsGzZMslaLIQL0JRSqubNRHWysrLw8/MjMzNTHgRFkxQeHkFCQkBpsibb0N/R9O9/ivj4rc6uXq00hftV0zRWrFjBhAkTarXfpEmTOHXqFD/99JNd2zeFa+UOmtL9JZxH7lf71XSt4uLiiIiIIJby2Y7jsPXIlqwv/Rwby6BBDZUXWYjmrTZtm2RFFkLUyJasaSEVkzXNdWa1mpXs7Gz27dtX+jkpKYn4+Hhat25NcHAws2fP5siRI3z00UcALFmyhC5dutCnTx8KCgpYtmwZ0dHRREdHO+sURBXk/hJCCCHqTwJbIUSNevXqTULCWpR6hLM9SpKsqTFt3bqVK664ovTz9OnTAZg6dSpLly4lNTWVlJSU0u8LCgp49NFHOXLkCF5eXvTp04fvvvuOq666qkLZwrnk/hLCNZ2bBEqSQgnh2uQdWyFEjSRZk/NdfvnlKKUqLEuXLgVg6dKlbNy4sXT7mTNnsm/fPvLy8jh16hSbN2+WoNZFyf0lmqpNmzZx9dVXExQUhKZpfP311+W+f+qpp+jduzc+Pj60atWKESNG8Mcff1Rb5tKlS9E0rcJiNpsdVu+AgAC8TaZKk0J5AalI9mMhXJEEtkKIGkmyJiEajtxfoqnKyckhPDycN954o9Lve/XqxRtvvEFCQgK//PILXbp0YdSoUZw4caLacn19fUlNTS23mEwmh9U7ODiYxN27SxNBrVq1CpOnJwB5wHgk+7EQrkiSRzmAJGwQwn3I/Wo/uVZCuA9Xv1/tSXpXcg4//PADw4cPr3SbpUuXMm3aNDIyMupcl7pcq5SUFNLT0yusDwgIkOzHQjQgSR4lhBBCCCHcRkFBAe+++y5+fn6Eh4dXu212djYhISFYLBYGDBjAwoULGThwYJXb5+fnk5+fX/o5Kyur1vULDg6WAFYIFydDkYUQQgghhFOsWrWKFi1aYDKZeOWVV1i/fn21Q3t79+7N0qVLWblyJcuXL8dkMnHRRRdVO0f3okWL8PPzK106d+7cEKcihHAyCWyFEEIIIYRTXHHFFcTHx/Pbb78xZswYrr/+eo4fP17l9kOHDmXy5MmEh4dzySWX8MUXX9CrVy9ef/31KveZPXs2mZmZpcuhQ4ca4lSEEE4mga0QQgghhHAKHx8fevTowdChQ3nvvfcwGAy89957du+v0+kYPHhwtT22RqMRX1/fcosQoumRwFYIIYQQQrgEpVS592Ht2T4+Pp7AwMAGrJUQwh1I8igHKEksXZdkBEKIxlVyn0pC+JpJ2yaE+3DFti07O5t9+/aVfk5KSiI+Pp7WrVvTpk0bnnnmGa655hoCAwM5efIkb731FocPH+a6664r3efWW2+lY8eOLFq0CID58+czdOhQevbsSVZWFq+99hrx8fG8+eabdtdL2jYh3Edt2jYJbB3gzJkzAJKMQAg3cubMGfz8/JxdDZcmbZsQ7seV2ratW7dyxRVXlH6ePn06AFOnTuWdd95h165dfPjhh6Snp9OmTRsGDx7M5s2b6dOnT+k+KSkp6HRnBxhmZGRw1113kZaWhp+fHwMHDmTTpk1ccMEFdtdL2jYh3I89bZvMY+sAVquVo0eP0rJlSzRNa5BjZGVl0blzZw4dOtTk3w1pLufaXM4TXOtclVKcOXOGoKCgcg9LoqLGaNvAtf5+NKTmcp7QfM7Vlc5T2jb7SdvmWM3lPKH5nKsrnWdt2jbpsXUAnU5Hp06dGuVYzSnpQXM51+ZynuA65+oqvRmurjHbNnCdvx8NrbmcJzSfc3WV85S2zT7StjWM5nKe0HzO1VXO0962TX7SE0IIIYQQQgjh1iSwFUIIIYQQQgjh1iSwdRNGo5F58+ZhNBqdXZUG11zOtbmcJzSvcxW111z+fjSX84Tmc67N5TxF3TSXvx/N5Tyh+Zyru56nJI8SQgghhBBCCOHWpMdWCCGEEEIIIYRbk8BWCCGEEEIIIYRbk8BWCCGEEEIIIYRbk8BWCCGEEEIIIYRbk8DWDRw5coTJkyfTpk0bvL29GTBgALGxsc6ulsN16dIFTdMqLPfff7+zq+ZQRUVFPPHEE3Tt2hUvLy+6devGggULsFqtzq6aw505c4Zp06YREhKCl5cXF154IX/99ZezqyVchLRt0ra5M2nfRHWaQ/vWXNo2aF7tmzu3bQZnV0BU7/Tp01x00UVcccUVfP/997Rr1479+/fj7+/v7Ko53F9//YXFYin9/PfffzNy5Eiuu+46J9bK8Z5//nneeecdPvzwQ/r06cPWrVu5/fbb8fPz4+GHH3Z29Rzq//7v//j777/5+OOPCQoKYtmyZYwYMYKdO3fSsWNHZ1dPOJG0bdK2uTtp30RVmkv71lzaNmhe7Zs7t20y3Y+Le+yxx/j111/ZvHmzs6vS6KZNm8aqVavYu3cvmqY5uzoOM378eNq3b897771Xui4qKgpvb28+/vhjJ9bMsfLy8mjZsiXffPMN48aNK10/YMAAxo8fz9NPP+3E2glnk7ZN2jZ3Ju2bqE5zbd+aatsGzad9c/e2TYYiu7iVK1dy/vnnc91119GuXTsGDhzIf//7X2dXq8EVFBSwbNky/vWvfzW5xvHiiy/mxx9/ZM+ePQBs376dX375hauuusrJNXOsoqIiLBYLJpOp3HovLy9++eUXJ9VKuApp26Rtc2fSvonqNMf2rSm3bdB82je3b9uUcGlGo1EZjUY1e/ZsFRcXp9555x1lMpnUhx9+6OyqNajPP/9c6fV6deTIEWdXxeGsVqt67LHHlKZpymAwKE3T1LPPPuvsajWIYcOGqcsuu0wdOXJEFRUVqY8//lhpmqZ69erl7KoJJ5O2Tdo2dyftm6hKc2zfmnLbplTzat/cuW2TwNbFeXh4qGHDhpVb9+CDD6qhQ4c6qUaNY9SoUWr8+PHOrkaDWL58uerUqZNavny52rFjh/roo49U69at1dKlS51dNYfbt2+fuvTSSxWg9Hq9Gjx4sLrllltUWFiYs6smnEzatqanObVtSkn7JqrWHNu3pty2KdW82jd3btskeZSLCwwM5Lzzziu3LiwsjOjoaCfVqOElJyfzww8/EBMT4+yqNIgZM2bw2GOPceONNwLQr18/kpOTWbRoEVOnTnVy7Ryre/fu/Pzzz+Tk5JCVlUVgYCA33HADXbt2dXbVhJNJ29b0NKe2DaR9E1Vrbu1bU2/boHm1b+7ctsk7ti7uoosuYvfu3eXW7dmzh5CQECfVqOF98MEHtGvXrtxL601Jbm4uOl35W0+v1zfJlPElfHx8CAwM5PTp06xdu5Zrr73W2VUSTiZtW9PTHNs2kPZNVNTc2rem3rZB82zf3LJtc3aXsajen3/+qQwGg3rmmWfU3r171SeffKK8vb3VsmXLnF21BmGxWFRwcLCaNWuWs6vSYKZOnao6duyoVq1apZKSklRMTIwKCAhQM2fOdHbVHG7NmjXq+++/VwcOHFDr1q1T4eHh6oILLlAFBQXOrppwMmnbmp7m1LYpJe2bqFpzat+aQ9umVPNq39y5bZPA1g18++23qm/fvspoNKrevXurd99919lVajBr165VgNq9e7ezq9JgsrKy1MMPP6yCg4OVyWRS3bp1U3PmzFH5+fnOrprDff7556pbt27K09NTdejQQd1///0qIyPD2dUSLkLatqalObVtSkn7JqrXXNq35tC2KdW82jd3bttkHlshhBBCCCGEEG5N3rEVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVQgghhBBCCOHWJLAVTd5tt92Gpmncc889Fb6777770DSN2267rVZl/vPPP1x//fW0bdsWo9FIz549mTt3Lrm5uQ6qtRBCVE/aNiFEUyXtm6gLCWxFs9C5c2c+++wz8vLySteZzWaWL19OcHBwrcr6/fffGTJkCAUFBXz33Xfs2bOHZ599lg8//JCRI0dSUFDg6OoLIUSlpG0TQjRV0r6J2pLAVjQLgwYNIjg4mJiYmNJ1MTExdO7cmYEDB5auO3PmDLfccgs+Pj4EBgbyyiuvcPnllzNt2jQAlFLccccdhIWFERMTwwUXXEBISAjXXXcd3377LVu2bOGVV15p7NMTQjRT0rYJIZoqad9EbUlgK5qN22+/nQ8++KD08/vvv8+//vWvcttMnz6dX3/9lZUrV7J+/Xo2b95MXFxc6ffx8fHs3LmT6dOno9OVv33Cw8MZMWIEy5cvb9gTEUKIMqRtE0I0VdK+idqQwFY0G1OmTOGXX37h4MGDJCcn8+uvvzJ58uTS78+cOcOHH37Iiy++yPDhw+nbty8ffPABFouldJs9e/YAEBYWVukxwsLCSrcRQojGIG2bEKKpkvZN1IbB2RUQorEEBAQwbtw4PvzwQ5RSjBs3joCAgNLvDxw4QGFhIRdccEHpOj8/P0JDQ+0+hlIKTdMcWm8hhKiOtG1CiKZK2jdRGxLYimblX//6Fw888AAAb775ZrnvlFIAFRq3kvUAvXr1AmDnzp0MGDCgQvm7du2iZ8+ejqyyEELUSNo2IURTJe2bsJcMRRbNypgxYygoKKCgoIDRo0eX+6579+54eHjw559/lq7Lyspi7969pZ8HDBhA7969eeWVV7BareX23759Oz/88AM33XRTw56EEEKcQ9o2IURTJe2bsJcEtqJZ0ev1JCYmkpiYiF6vL/ddy5YtmTp1KjNmzGDDhg38888//Otf/0Kn05X+EqhpGv/73//YuXMnUVFR/Pnnn6SkpPDll19y9dVXM2zYsNIsfEII0VikbRNCNFXSvgl7SWArmh1fX198fX0r/e7ll19m2LBhjB8/nhEjRnDRRRcRFhaGyWQq3eaiiy7i999/R6/Xc9VVV9GjRw9mz57N1KlTWb9+PUajsbFORQghSknbJoRoqqR9E/bQVNlB6EKIcnJycujYsSMvvfQSd9xxh7OrI4QQDiFtmxCiqZL2rfmS5FFClLFt2zZ27drFBRdcQGZmJgsWLADg2muvdXLNhBCi7qRtE0I0VdK+iRIS2ApxjhdffJHdu3fj6elJREQEmzdvLpdaXggh3JG0bUKIpkraNwEyFFkIIYQQQgghhJuT5FFCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyaBLZCCCGEEEIIIdyawdkVaAqsVitHjx6lZcuWaJrm7OoIIaqhlOLMmTMEBQWh08lve9WRtk0I9yFtm/2kbRPCfdSqbVOi3g4dOqQAWWSRxY2WQ4cOObvpcHnStskii/strtS2/fzzz2r8+PEqMDBQAWrFihWl3xUUFKiZM2eqvn37Km9vbxUYGKimTJmijhw5Um2ZH3zwQaXnnZeXZ3e9pG2TRRb3W+xp26TH1gFatmwJwKFDh/D19XVybYQQ1cnKyqJz586l962omrRtQrgPV2zbcnJyCA8P5/bbbycqKqrcd7m5ucTFxTF37lzCw8M5ffo006ZN45prrmHr1q3Vluvr68vu3bvLrTOZTHbXS9o2IdxHbdo2CWwdoGQYi6+vrzSQQrgJGX5WM2nbhHA/rtS2jR07lrFjx1b6nZ+fH+vXry+37vXXX+eCCy4gJSWF4ODgKsvVNI0OHTrUuV7Stgnhfuxp2+QlDCGEEEII4XSZmZlomoa/v3+122VnZxMSEkKnTp0YP34827Ztq3b7/Px8srKyyi1CiKZHAlshhBBCCOFUZrOZxx57jJtvvrnaXtTevXuzdOlSVq5cyfLlyzGZTFx00UXs3bu3yn0WLVqEn59f6dK5c+eGOAUhhJNJYCuEEEIIIZymsLCQG2+8EavVyltvvVXttkOHDmXy5MmEh4dzySWX8MUXX9CrVy9ef/31KveZPXs2mZmZpcuhQ4ccfQpCCBcg79gKIYQQQginKCws5PrrrycpKYmffvqp1u+86nQ6Bg8eXG2PrdFoxGg01reqQggXJ4GtEEKIektJSSE9Pb3C+oCAgGqTwAghmq+SoHbv3r1s2LCBNm3a1LoMpRTx8fH069evAWoohHAnEtgKIYSol5SUFMJCQ8k1myt8520ykbh7twS3QjRD2dnZ7Nu3r/RzUlIS8fHxtG7dmqCgICZNmkRcXByrVq3CYrGQlpYGQOvWrfH09ATg1ltvpWPHjixatAiA+fPnM3ToUHr27ElWVhavvfYa8fHxvPnmm41/gqLJiomJYf78Z9izZxe9evVm3rw5REZGOrtaogYS2IpGF5t8mqy8Qq7o3c7ZVRFCOEB6ejq5ZjPLgLAy6xOByWYz6enpEtgK0Qxt3bqVK664ovTz9OnTAZg6dSpPPfUUK1euBGDAgAHl9tuwYQOXX345YPvhTKc7mxImIyODu+66i7S0NPz8/Bg4cCCbNm3iggsuaNiTEc1GTEwMUVFRaNoolFpIQsJaoqKiiI6OluDWxUlgKxrNsSwzT3+XyLfbjwLwwBU9+PeoXi41554Qou7CgEHOroQQwmVcfvnlKKWq/L6670ps3Lix3OdXXnmFV155pb5VE6JK8+c/UxzUrgE0lHoETRvNggXPSmDr4iSwFQ2uyGJl6W8HWfLDXrLzi9A0UAre2LAPc6GFOePCJLgVwk2lpKSQmJjo7GoIIYQQDrFnzy6UWgiUPJtqKDWG3bvnOrNawg4S2IoGlXIyl7s+3squtDMADOjsz9MT+hKbfJp5K//hf78kYS6ysOCavuh0EtwK4U6qe7dWCCGEcEe9evUmIWEtSj2CLbhVaNoaQkPDatpVOJkEtqLBFFmsPLg8jl1pZ/D39mDWmN7ccH5ndDqNvh39MHnoeCwmgWW/p2AutPJ8VH/0EtwK4TZK3q1dCMzF9k5tWdKPK4QQwt3Mmzen+B3b0Sg1Bk1bg1LrmTcvxtlVEzXQ1byJEHXzzs/72X44k5YmA989dAk3XRBcrlf2hsHBvHL9APQ6ja9iD/PWhn3VlCaEcFUDAW9gMhBRZpmMLStyQECAE2snhBBC2C8yMpLo6Gj69z+FyTSX/v1PERMTw8SJE0u3iYmJITw8Ai8vH8LDI4iJqTrorc22NbGnrLLbdOnSgy5dujnk2O5AAlvRIP45msmrP9omS19wbR86+ntVut2EgR1ZFGmbe+71n/ax99iZRqujEMIxArH1zsYWL8uK1y9btkym+hFCCOF2IiMjiY/fSl5eDvHxWysEtVFRUSQkBGA2LyQhIYCoqKgqg0x7t62JPWWdu01ycleSk5Mwm6+r17HdhabsSUknqpWVlYWfnx+ZmZn4+vo6uzpOl19k4do3fmVX2hlG92nPO5Mjqk0OpZTijg+38tOu4wzo7E/0vRfKkGTRYOR+tV9N1youLo6IiAhiKZ8NOQ5bj21sbCyDBkmeZCEag7Rt9pNrJeojPDyChISA0qzJtndwR9O//yni47fWeVtHHLeybWA0cAr4q87Hdqba3K/SYysc7rUf97Ir7QytfTx5ZmK/GjMea5rGMxP70tJoIP5QBh/8mtRINRVCOEIitmC2ZJF3a4UQQjRVtqzJo6mYNbniv3612dYRx61sGxiD7V/muh/bXUhgKxxqW8pp3t64H4BnJ/YloIXRrv0C/bx4fJwt29yL63ZzMD2nweoohHCMgIAAvE0mebdWCCFEs9GrV280bS223lCoLmtybbZ1xHEr2wbWYJtpvulnd5bAVjhMZl4h07/YjlXBhAFBjOkbWKv9bxzcmQu7t8FcaOWB5XH8fSSzgWoqhHCE4OBgEnfvJjY2tsIi79YKIYRoiubNm4NS69C00cDLxdmT1zNv3px6beuI4567DYwE1gP96nVsdyGBrXCI/CILd3+8laT0HAL9TMy/pm+ty9A0jeci+9PCaODvI1mMf/0X7v8kjn3HsxugxkIIRwgODmbQoEEVFglqhRBCNEX2ZE2uy7aOOO6524SEJNOlSzdMpi/qdWx3IcmjHKC5JyFQSjH9i+2s2HaEFkYDX9w9jPOC6n4dkk/m8PL6PazcfhSlQNOge9sW9A3ypW9HPy7sHlCv8kXz1tzv19qQayWE+5D71X5yrYQ7iomJYf78Z9izZxe9evVm3rw5REZGOrtaDU6SR4lG9fL6PazYdgS9TuPNWwbVO+gMaePDqzcO5PuHL2HUee1RCvYdz+br+KM8/V0iV722mZXbjzqo9kIIIYQQQrguR04b1JQZnF0B4d4+/yuF13/aB9iSRV3Wq63Dyu7dwZd3bz2f42fM/HMki7+PZLLlwEl+23+SR7/cTkd/LyJCWjnseEKI+ktJSSE9Pb3C+oCAABmeLIQQQtTB/PnPoGmjSqfxUeoRNG00CxY82yx6be0lga2os592HePxFX8D8MAVPbhhcMM8tLZraaJdbxNX9G7HfVf04O6PY/kh8Rh3fbSVFfddRHAb7wY5rhCidlJSUggLDSXXbK7wnbfJJAmlhBBCiDqwTeOzkIpT/cx1ZrVcjgxFFnWyfucx7v44FotVMWFAEP8e1atRjqvXabx20wD6dvTlZE4Bty/9k8y8wkY5thCieunp6eSazSwDYsssy4Bcs7nSnlwhhBBCVM+R0wY1ZdJjK2ptzd+pPPDpNoqsiqv6dWDxdeFomlbzjg7i7WngvamDufaNX9l/IoeHP9vGB7cNbtQ6CCGqFgYMqmR9YmLFSeFliLIQQghRvXnz5hAVFVU8Zc8YNG1N8dQ98o5tWdJjK2pl1Y6j3F8c1F4THsRrNw7EQ9/4f43a+5p477bz8TTo2Lj7BGv+Tmv0Ogghamfy5MlERESUW8JCQ0lJSXF21YQQQgiX5chpg5oyCWyFXaxWxRd/HeKh5duwWBWRAzvyyg0DMDghqC3RJ8iPey7tBsDT3yWSV2BxWl2EEDVbiAxRFkIIIeoiMjKS+Pit5OXlEB+/tdZBbUxMDOHhEXh5+RAeHtEkMypLYCuqdcZcyAe/JjHi5Z+ZGb0Dq4LrIjqx+Lpw9DrnD/299/IeBPmZOJKRxzs/73d2dYQQQCIQV2YpGYDcFdsQ5ZJF3gwSQgghGl5zmS7IpQLbt956i65du2IymYiIiGDz5s3Vbv/zzz8TERGByWSiW7duvPPOOxW2ycjI4P777ycwMBCTyURYWBirV68u/f6pp55C07RyS4cOHRx+bu4mPTufed/8zdBnf2T+tzs5kJ5DS6OBh4b35Pmo/i4R1AJ4eeqZM+48AN75eT+HTuU6uUZCNF8BAQF4m0xMBiLKLJOx/WPj78S6CSGEEM1V+emCpqPUGjRtJAsWPOvsqjmUyySP+vzzz5k2bRpvvfUWF110Ef/5z38YO3YsO3furDSxSFJSEldddRV33nkny5Yt49dff+W+++6jbdu2REVFAVBQUMDIkSNp164dX331FZ06deLQoUO0bNmyXFl9+vThhx9+KP2s1+sb9mRd3F8HT/HAp3Ecy8oHoEe7FkwdFsLEQZ1oYXSZvzKlrurXgWHd2rDlwEme+S6Rd6ZEOLtKQjRLwcHBJO7eXWFocWJiIpMnTybQSfUSQgghmrPmMl2Qy0QpL7/8MnfccQf/93//B8CSJUtYu3Ytb7/9NosWLaqw/TvvvENwcDBLliwBICwsjK1bt/Liiy+WBrbvv/8+p06d4rfffsPDwwOAkJCQCmUZDAbppQWUUvx38wGeX7Mbi1XRva0PT13Th4t7BLh0xmFN03jqmj5c9dpm1vyTxqY9J7i0V1tnV0uIZik4OLjKLMfn5kSumCNZCCGEEI7Wq1dvEhLWotQj2ILbpjldkEsMRS4oKCA2NpZRo0aVWz9q1Ch+++23SvfZsmVLhe1Hjx7N1q1bKSy0zWu6cuVKhg0bxv3330/79u3p27cvzz77LBZL+SRDe/fuJSgoiK5du3LjjTdy4MCBauubn59PVlZWucXdZeYVctfHsTy7ehcWq+LaAUGsfOBiLunZ1qWD2hKhHVoyZajtR4vpX2wnLdPs5BoJIUpUN0TZ22QiICDAqfUTQgjhulJSUoiLi6uwSEZ9+82bNwel1qFpo4GXi6cNWs+8eXOcXTWHconANj09HYvFQvv27cutb9++PWlplU/jkpaWVun2RUVFpcPgDhw4wFdffYXFYmH16tU88cQTvPTSSzzzzDOl+wwZMoSPPvqItWvX8t///pe0tDQuvPBCTp48WWV9Fy1ahJ+fX+nSuXPnup66S9h5NIurX/+F9TuP4anX8fSEviy5YQA+LjjsuDozx4TSu0NL0rPzuXtZLOZCyZIshCsoGaIcGxtbYUncvbtO89gqpTj16adYzpxpgBoLIRxh06ZNXH311QQFBaFpGl9//XXpd4WFhcyaNYt+/frh4+NDUFAQt956K0ePHq2x3OjoaM477zyMRiPnnXceK1asaMCzEM6UkpJCWGhohaniZLq42mku0wW5RGBb4tyeQaVUtb2FlW1fdr3VaqVdu3a8++67REREcOONNzJnzhzefvvt0n3Gjh1LVFQU/fr1Y8SIEXz33XcAfPjhh1Ued/bs2WRmZpYuhw4dqt2JupBv4o8Q+favpJzKpVMrL6LvvZDJQ0Pcopf2XN6eBt6dcj5+Xh5sP5TBk9/8Xfp3QgjhXMHBwQwaNKjCUpegFiDz6284tmAhSRMmkrttm4NrK4RwhJycHMLDw3njjTcqfJebm0tcXBxz584lLi6OmJgY9uzZwzXXXFNtmVu2bOGGG25gypQpbN++nSlTpnD99dfzxx9/NNRpCCdKT08n12xmGe45XVxNU+yc+/3MmTNrnJInJiaGLl16oNN5oNN50qVLN7uyG1c3XVBTmQrIJQLbgIAA9Hp9hd7Z48ePV+iVLdGhQ4dKtzcYDLRp0waAwMBAevXqVS4ZVFhYGGlpaRQUFFRaro+PD/369WPv3r1V1tdoNOLr61tucTeFFivzv/2Hhz+Lx1xo5dJebVn14MX06+Tn7KrVS3Abb964eSA6Db7Yephlvyc7u0pCiAZg7NoFj44dKTxyhOTJU0h/+22URUZpCOFKxo4dy9NPP01kZGSF7/z8/Fi/fj3XX389oaGhDB06lNdff53Y2Nhqe+GWLFnCyJEjmT17Nr1792b27NkMHz68NOeKaJrCcL/p4mqaYqfi921YvHgxO3ZYqpySp2Sf5OSuKPU8Sl1OcnJSvabuaUpTAblEYOvp6UlERATr168vt379+vVceOGFle4zbNiwCtuvW7eO888/vzRR1EUXXcS+ffuwWq2l2+zZs4fAwEA8PT0rLTc/P5/ExEQCA5tu/s5TOQXc8r8/+ODXgwA8cEUPPrhtMP7elV8Tl3TmGJzYU+lXl/Rsy6wxvQGY/+1Oftvv2r/mCSEqqumdKq8BA+j69Qp8x40Di4UTr75Gym23U1jF6yuiYTWVX/uFc2VmZqJpGv7+/lVuU1WOlapyskDTzI0iXF9NU+xU/H4tMBxbbt/Kp+SZP/8ZYASwDpgOrAVGAq3qPHVPU5oKyCUCW4Dp06fzv//9j/fff5/ExEQeeeQRUlJSuOeeewDb8N9bb721dPt77rmH5ORkpk+fTmJiIu+//z7vvfcejz76aOk29957LydPnuThhx9mz549fPfddzz77LPcf//9pds8+uij/PzzzyQlJfHHH38wadIksrKymDp1auOdfCN74usE/kw6RQujgf9MieDR0aEuMy9tjXJPwbonYEk/eHMw/PQ0WCv20tx1aTeuCQ+iyKq4d1kc+09kO6GyQoi6sPedKn3LlgS9uJjA5xah8/Ym96+/SJowkexNm5x8Bs1LU/q1XziP2Wzmscce4+abb652JFxVOVaqyskCTS83inAPtil2RlNxip3EKr+Hqzg7Z0D57Uv2gbHn7DMGyC23nSPr6U5cJrC94YYbWLJkCQsWLGDAgAFs2rSJ1atXl07Pk5qaWm5oSteuXVm9ejUbN25kwIABLFy4kNdee610qh+Azp07s27dOv766y/69+/PQw89xMMPP8xjjz1Wus3hw4e56aabCA0NJTIyEk9PT37//fdKpwVqCn7bn87qhDR0Giy/cyij+7jJNEcFubD5ZXh1APz2Olhsc+yyaTEsi4Sc8r2ymqbxwqT+DAz2JzOvkH8t/YtTOZUPPxdCuJbavFOlaRr+EybQNSYa03nnYcnI4NBdd3P8xRdRxRnyRcNqSr/2C+coLCzkxhtvxGq18tZbb9W4fW1zsjSl3CjNVSIQV2Zxh5CrV6/eaNpaoCTfS/kpdir7HlZzdqB1xSl5evXqDXx/zj5rAK86T91TUz3diUulvb3vvvu47777Kv1u6dKlFdZddtllxMXFVVvmsGHD+P3336v8/rPPPqtVHd1ZkcXK/JU7AbhlSIj7vE97eCt8dTtkFP+w0b4vjHgK8k7Dtw/DgY3wziVw/UfQeXDpbiYPPf+99XwmvPkrySdzufvjrSz7vyEYDfpKDyOEO9m0aROLFy8mNjaW1NRUVqxYwYQJEwDbQ+ITTzzB6tWrOXDgAH5+fowYMYLnnnuOoKAg51a8GikpKaSnp5OYWP6RJQCoKcWUZ5cuhHy2nOPPv8DpTz7h5P/eIzc2jo4vv4RHE361xBXYfu1fSMVf++c6s1rCTRQWFnL99deTlJTETz/9VGPekqpyrFSVkwVsuVGMRqND6tuYStrEcwUEBNQ58Z49x0xISCAjI6Pcen9/f/r169dgx61K6XRx5orTOLr6dHHz5s0hKiqqeGqdMWjamuIpdmKq+P57lPoRCMc2JU/57cvuYxt+fBW2IPeH0u8aop5uRYl6y8zMVIDKzMx0dlWq9eFvSSpk1irV/6m16lR2vrOrUzOrVaktbys1v41S83yVermPUvGfKWWxnN3mWKJSr59v+/7pDkrt+6lCMXvSslTfJ9eokFmr1MPL45TFYm3EkxCuxl3u15qsXr1azZkzR0VHRytArVixovS7jIwMNWLECPX555+rXbt2qS1btqghQ4aoiIiIWh2jMa5VcnKyio2NVatWrVJenp4K20/G5RZvUMmgYos/x8bGVl/vNWvVrojz1c7Q3mr3kKHqzKZNDVZ/oVT//oOUpo1SYFWgFFiVpo1U4eG1+/sm6sfV27Zz2ymllCooKFATJkxQffr0UcePH7ernOuvv16NHTu23LoxY8aoG2+80e66uPq1UsrWNnqbTJW3iSaTSk5OtquM2NjYCktV+yYnJysvo7HSY+pAmYxGu47raLU9j/qKjo5W/fsPUiaTtwoJ6a5CQroqk8lb9e8/SEVHR1e7fdltoqOjVUhId6VpBqVpHiokpJuKiYmpsG94eIQymbxVeHiEmjlzpgoJ6VG8j6cKCelW4Zi2cs9u06VLxXLtqV919aiuvMZWm/tVAlsHcIcG8lR2vur/1FoVMmuV+vC3JGdXp2Z5GUp9PsUWsM7zVeqzybZ1lTGfUerjSNt2C9oqtev7Cpts2nNcdZv9nQqZtUo9+93OBq68cGXucL/WVmUPjOf6888/FVCrB4GGvlaVPbgtKw5gS5ZlJcFsLQJbpZTKT0lRByKj1M7Q3mpnaG917JVXlLWwsEHOo7kr+XFF00YqeKn4v7jUg1Fz4Ipt25kzZ9S2bdvUtm3bFKBefvlltW3bNpWcnKwKCwvVNddcozp16qTi4+NVampq6ZKff/bH9ylTpqjHHnus9POvv/6q9Hq9eu6551RiYqJ67rnnlMFgUL///rvd9XLFa3Wu2NjY6tvEKtpBu34srCIwrumY9ra/7uxsezZKwUsKRhSf+9TidZQLDM/dvmSbGTNmVLq+sqCyuuPbu19jlecMEtg2MndoIJ9YkaBCZq1So1/5WRUWWWrewZlO7FHq1QG2QHV+G1uvrbWGXtZCs1LLby7ep7VSf1d8oPpy6yEVMmuVCpm1Sv130/4Gqrxwde5wv9aWPYHt+vXrlaZp1Z632WxWmZmZpcuhQ4ca9FqVfYgqG8CqMktJMFtuGzsfrCxms0qdP780uD04eYoqSEtrkHNp7lz51/7mwhXbtg0bNlQaWE2dOlUlJSVV+h2gNmzYUFrGZZddpqZOnVqu3C+//FKFhoYqDw8P1bt371o/pLvitTpXSftYVZtYWTtYqx8LK9m/pmM2h8C2shEoMFJBRKWjUaoasWIytazTSBZHj4BpCiNqanO/utQ7tqJh7DyaxSd/2OZznXd1Hwx6l8kZVlHWUfhoAmQdBr/OcN1S6HR+zfsZjLZtv74XEr6Er/4FR7fBpTPA2BKASRGdSM/O57nvd/H0d4kEtDAyYWDHhjwbIVyCvdlGFy1axPz58xuxZjb2pKeYXPzf2rxTpTMa6fDkk3hFRJA290lb1uRrJxD43CJaXn55XasrKhEZGVnpXKWiebv88stRSlX5fXXfldi4cWOFdZMmTWLSpEn1qVqTVDbxHtjazZL5X4V9KssZYMs6PJfK8gdUlWPAbP4JqCzTcPW5Bxyds6C55UBw4QhHOIJSigWr/sGq4Kp+HRjWvY2zq1Q1cyZ8cp0tqG3TE+7aaF9QW0LvARP/AxG3gbLCr6/C6+fDji9sP1IBd1/ajTsu7grAo19uZ8Pu444/DyFcSG2yjbpy5tBly5YRGxtL4u7dtU5e4jduHF2iv8J4XhiWjAwO33MvxxYtwlogmdKFEE1PGPb9YCgqqjxT8RpsV7TyLMWVZRQ2mbzrlGnY0RmKm1LGY3tIj20T9/3fafx+4BRGg47Hr3Lhv8RF+fDZLXDsb2jRHiZHg08dMt3p9HD1q9BrLKx5DE4nQcydsH053PwFmt6DOVeFkZ6dzzfxR7n7o1heu2kgY/q6ybRHQtRCbbONukLm0HOncCj5HBYWxqBBVfc71JQ91Ni1K10++4zjL77I6Y8+5tSHH5G7NZaOr76KZycZuSGEcE1VtYn1lZqaWmFmkZKM9A11THdwboZg2/Q7PwK3Fa+rPEvxuRmFH3poJi+88EKtMw1XVd7jc2NISs8hPTufUzkFnMop4HhWPkcz8jiamUdaphlfLw86+nvRvUUBQ/0ziegT2rQyHttBAtsmzFxo4ZnvbM3R3Zd1p1MrbyfXqApWq20I8cHN4NkSbvkSWoXUr8zQMdD9CtjyBmx6Efb/ZOvBvfRRdDqNxZPCKSiy8v3fadz3SSzPR/XnuvNlwnbRdJQEtXv37mXDhg20aeO6ozUSAX/Ai7NDjsuqafhxSkoKYaGh5FYxHURJL6/O05MOjz+Oz9BhpD7+OOZ//uFgVBRBLy6mxSWXOOhshBCi/hw1zU1VQeqkyEjMlYxa0VF5O6wDPI1Gl55exxEiIyOJjo5mwYJn2b17Lu3bB6Fp3UhL+4LQ0DDmzYth4sSJVW5fdpshQ4ZUuv5cSilO5RSQlJ6DNeQC7n39a374dStZBafxaRuJd9uHmPmXBn9txIMiOmknCNGOEawdo5OWSX/O0Eo7Q/uM03RNS6WVlk2GTkfiZgM5/mHMf+9mVizfya5fqq9HUyCBbRP27qYDHMnII9DPxL2XdXd2dSpntcLax+HvaNAZ4IaPITDcMWUbjHDJv8G3E6y4C35+Ac6bAAE98DToeP2mgTy+IoEvth5mxlc7yDIXlQ5TFsLVZWdns2/fvtLPSUlJxMfH07p1a4KCgpg0aRJxcXGsWrUKi8VSOu9j69at8fT0dFa1y6nuwc3k6clXMTEEBgbWOGdj2ffKyo5LSQQmm81s3ryZSy65pLSMlldegSkmmsMPT8OckMChu+4m4IH7Cbj3XjSdvKEjhHC+4OBgEnfvrtM8tjX9WOjl6UleQUHlbSawZMmSCgGss+axdaSYmBjmz3+GPXt20atXb+bNm1NpbgB7cwacW94nn3xcbr+SPz+14Dn2HT/NnLe+ZMNRHa06dedkTgGncws4nVPI4dO5ZJmLypSsJzCkJ0N1h+mpJdBFrSfE4xhdtDSCtHSy9RppBj0ZOh2ZOh2Zej0H9Ho2ehg46NGCFA9/ckr/LTttWybD0MlhXBY4lOD+nVFKoWkaTY2m7HlzX1QrKysLPz8/MjMzaxzq11iOZuRx5UsbMRdaee2mgVwTHuTsKlWUlwEr7oE939s+T3wXwm9w/HGUgmVRsP9HCLkYpn4LxTe8UopnVyfy381JAMy7+jxuv0iC26bMFe/Xuti4cSNXXHFFhfVTp07lqaeeomvXyv8eb9iwgcvtTJzUGNeqpiHE9oiLiyMiIoJYyidJiQMiiv9sMhr5KjqawMDAsxsUFtLyiy8o+m41AC0uu4ygxS+gd+O/F6L5aiptW2NoqtequtErZX8sTE1NZfz48VW2mcuWLSMsLKxW7bCri4mJKR6SOwqlRqNpa1FqHdHR0XVKfFdann4MmucY9F6/ovP6mxnzniU4tD9HMvL4/Z/9JBw8hsGvA5pOhw4rfmTTSsvGn2z8tWxakY2/doYg7RQ9PU8SpNLwt6RS5GHlpF7HAQ8P9nt6sM/TkxSDgTSDnjw7f4BV2RqdDV50sGbyt0mPucx+7TQfru01kfFh19HNr1utz78x1eZ+lcDWAVyxgXxo+TZWbj/K4C6t+OLuYa73q8yxnfD5LXDqAOiNcPUSGHBzwx3vdDK8NRQKc23v4EbcVvqVUorXftzHKz/swaDT+OyuoZzfpXXD1UU4lSver67KXa5VTYHtv4FXAGsl+3oZjSS88SaFr7+Oys/HMySETm+9ibG7i45yEaIK7nK/uoKmfK3s+bHQnh8DofyrHO4uPDyChIQAlLYanacFnbEQnfFOep6Xz8tvvElugQUPvQ6Thw5Pg478Qis5BUWcMRdxOqeAtCwzx7LMnDiTzxlzEUmH07DoTXh6aLTiDAFaFgFaJq3IxFefgUmfiY8uC19dJr66LFpoZ/DU5VGo08jS6Thq0HPUYOCYQU+2piNXp5Gr05Gt6SjQ1fzMXpSpw1CoGHTeQPyMfmz47mfSEluQn7qQgmNdKEgPgqJrCO93ki+Wf8Gu7z8hZ/9aiswnOKr0nPHUYfaEM15wuk8HRg68kfHdr6aDj+vlnKnN/SpDkZugvw6eYuX2o2iabXoflwtq/46Gbx6wBZl+nW3Dj4MGNuwxW4XAlU/Yhj2vexJ6jYGWtptX0zQeGt6D/SeyWbn9KA98uo3vHrqYNi2cm0RHCOE4Vqh82F1+PrsCO3Dlp59w+IEHKUhO5uD1NxD0wvO0HD7cOZUVQohi1QWqQL1HvFSmdLogs5n09PQGD2wPn87l4y3J5BVaMOh0eBg0fDwNtDAa8DHqKbIq8gosmAstnMkvQpd1mMK8HIo0D7xMRrxNnngaDBQpKLDoMFs18iyQX2jBnF9AZk4+lgun0nt4e6ye3wDgSSFGrsKoFbJkWTTeukw8Dafx0OVh0OWj15nx0OVh1OXgoeVh0JsJ1OXTUStA71HIFd0sKKxk6zUy9DoydHpS9Tp26vRVBKYtihf7qCIDRTl+FKSFYD6cS/6RTeSnfkPhySAKT7dHFb6JyTSX+OO/krdjB7OWfUkbutPasJLWhpO07niaVvoT+JvzKIocT4/SkvXFP16c/anX/P1Rfj3vFe4Z+CoBfcKZ2OdmhgcPx2Qw1en/T2eSwLaJsVgV87/9B4AbB3emb0c/J9foHL+9DuuesP252+UQ9T74NFJSmyH3QMJXcDQOvn0YbvoMioN+TdNYFNmPf45msv9EDtM+j2fp7Regt+NXMyGEc6WmpgJVJ0l5rfi/Vc3nmJGRgVefPnT96kuOTHuE3L/+4vD9DxBw370E3H8/ml7fMBUXQohqVDu02GhEA/Ly8yt8Z29Pa5VZ6OtW3To5fDqXG/7zO0cy8mrc1kARCw0fcJNhQ+0P1L7qrz5r2YLn27SiyK6OIB1Qc8eHCR0UFGHN12EtaEtRvjeFZm8KC/bh7WHhpnE3EOQTRAefDvgaffE2eOPt4c2ka25kZ2wbLHlri4+lgJFAITAE23y0ivG+0TwUFMKeC4aAUjzQyh/b/4Pn/r9qOydDu3Z4dOyIR8eO6P38sOTlkX4oBbX3b0wZZoZvVwzfbuFwmzh+6RPPO308uSBiPJG9b+S8Nue5XidZFSSwbWK+ij3E30eyaGky8O9Roc6uTnmJ38K64gmhL3oYhs+zTc/TWHR6uPYNePdy2LMG/vofXHBn6dc+RgNvT47g2jd+ZfPedF7/aS/TRvRqvPoJ0Yw44t3aknImRUVVmcnTBFR8JKycoU0bgt9/j2PPv8DpZctIf+tt8rbvIOjFxRhatbK7TkII4QjVJsYrDmirSppXXU9rtRmXgQCgYuvseMeyzNzyvz84kpFHtwAfxvcPpNCqKCiykltQRHa+hZz8Igw6DX+9mTtS5xOa/ScKjQJDC3SqCM1ahIYVTSl0lb5wUjWLUrzRug3/87f1pLZUGl7oMGo6vDQ9XjoPvPRGvAxeeHn44OXZAi/Plnh4eJOcksqqVWsoyOlKzumBFGX/Q9GZrby5+E1uvPZGvAxeZd7rHYlSVxZPtbONmJgYJg6pPCvxU488UbzPmDLT8/wIUDplz2Dvr3m2w0kMyhZsenTuTHqrVnzy00+ctvbgZNEgMiwJpBf9wUv//S9X33wzmqFiyNcR2+t4yT/+zPH/vILPP3vodBJu3GTlxk1mEjt9xbv9Ykjt345rB9/O+J7X4md0sQ6zc0hg28T8kHgcgIeH9yTAlYbSHo2HmLsABYPvhJELnFOP9n1sx17zmK3nOOQiaH9e6de92rfkmYl9mf7Fdl79cS/9O/lxZe9qfuYTQtSavdPz2CM9PR1zfj5LgDPAXGAhUJI6Kx2YVou6aR4edHhiDl79+pI67ylyfv2VpKgoOr36Gl79+taiJCGEcIyqRpvU9F1VymZcTkxMZPLkyaUBcgAQTMMHtunZ+dz8399JPplL59ZefHLnEAL9vCrfOOsofHI9ZCeAhzfapPcxho6tfFurFaxFYC0ENFunhmbrRPl6RTTPLXqefXt3E9IjlL6P9iOu0DaX7/0D7ufu/nfXqmfyMp8YFix4lvTdH9mm0XnpE7unAqpKVfsopViw4FlO7pvHq506Y0DDd9w42j8+G0ObNvQAjsbEFO+3lNDQMF6Y9xnX1DCtj6ZpdBlxOV1GXE5hZhb/fPghlm+/wOtQOmGHIeywlYJ1aWzr8Rwzw15ANziccQNv4orOV+Dj4WP3tWosMq9BE/OfyRG8efMgbh3WxdlVOSvrKCy/0fZObfcrYcxzzq3PkHugx0goMkP0HVBYfvhL5KBO3HRBMErB/Z9sY1vKaSdVVIimqWwvRGyZZRmQW9zTUFuXALdi622Yi633djLlg9pEbMlRSpZzB2yV5XfttXT5/DM8QoIpOppK8s03c/qzz5B8i0KIpiA4OJhBgwYRFlZ+4HE6NbeP9ZWTX8SU9/5k/4kcAv1MfPp/Q6sOanNOwnuj4VgC+LSF276D0LHExMQQHh6Bl5cP4eERxMTEABDz9deERwzDy68d4YMvIWbld6A3gN7AhEk38HtsHMcysrjkpUuJK4xDp+mYN2we94TfU21QGxMTQ5cuPdDpPNDpPOnSxZZJOD5+K3l5OcTHby0NWMvWbf78Z3jyycfLbVNV3UtERkZWKDcyMpJtf21h87XX4o/C2KsXgU8vxFBmjvrK9itb/+qOCeDh58uAhx4kYv1mAteuI2PC1eS38sLTAkN2K6Z9beHO+XGkPjqT6U9dyNMbHmd/xn77/k9vLErUW2ZmpgJUZmams6vievKzlXrnEqXm+Sr1xgVK5WU4u0Y2Z44r9UIPW71W/bvC1wVFFjXlvT9UyKxVasD8tWrf8TNOqKRoCHK/2q+hrlVsbKwCVKxtMq7SJdb2MpGKjY2tc1m/gVoC6t7isiZNmqQA5VH8+dxFB2rVqlVVll+UmalS7rtf7QztrXaG9laHp/9bFZ3JdsRlEMKhpG2zn7tcq5raypra0eTkZBUbG1thSU5OLj1GcnKy8jaZKm0fvU2mcts6yqNfxKuQWatUxML1an91z1dWq1Kf3mR7VlsSrtSpJKWUUtHR0QpQmjZKwUvF/0XNmDGj0vXR0dHlin0r/i3Vd2lfNeijQeqH5B9qrG/J8WCEgpcUjCy9RueWXVXdSrar6fvqpD33vNoZ2lvtijhf5Scl1bi9vXWqjtVqVVk7EtT2B+9U8RF9Sv8t3BnaW8X2663+OyFMLXj8YrVi6/sqKz/L7jrVRm3uV5nuxwGactr4einIga/usM1T690G7vwJWnVxdq3O2vsDfBJl+3PE7TBiHnidfY8uJ7+Im//7O9sPZ9LR34uY+y6kva/7ZYgT5cn9ar+GulY1TTURGxvLoEH2Da4rW1YAEAoUcM7UPjow+BnQny7i+eLtkrD17Bo9PNizb1+1Q5+VUpx6/wOOv/wyWCx4du1KxyVLMIXKO/jCdUjbZj93uVYl7Vul79EW/7mq71atWsX1kybZ9crHli1b+PPPPzlz5ky57Tp27Mjw4cPLtY/1zY/w3Y5U7v80Dk2Dz+4cypBu1SQQjV1qS/ap84A7f4TAcKDM1D1qDSXJlDRtNEbj7+TnD6uwvn//U8THbwXgz9Q/uXP9nViVlWcufoZrul9TY53DwyPYsaM1sK60XBgNbCU8vFtp2dXVraQONX1flax16zjy0MMAdHz9NXxHjqyx3vbWyV5KKfZ9/x0Zy97EuCsJj9yzPdwFekjoqpE+sDN9rr+bi8PG4mWoohe+lmS6H+F8xxPhi6mQvhv0nnDjp64V1AL0HAGXz4aNiyD2A9i1yjZMum8UaBo+RgPv3zaYSe9sISk9h6nv/8nX91+EyUMypArhakqGzZU8wi0D/IG9wIYpQRwa5MuuJclMSzr76oGXpyc/btxY48OYpmm0ueNfeA0cwJFHplOQlMTBG24gcMF8/K6p+aFICCHqorokT0aoMmmet8n2I3yViafKJJdKSUlh+BVXVJpdWQd4Go3s3rOndNv65Ec4mpHH7JgdANx3effqg9r0vbBmtu3Pw58sDWoB9uzZhVILKcn4CxpKjcFs/glbwFl+/e7dtsSl6XnpzNo8C6uyMqHHBLuC2pLj2bI3nC0XxgCb2L07scK2ldWtpA41fV+ZgsOHSX18DgCt7/hXrYLauh6zMpqm0fOq8XDVeAoKCtn+1XJyVi3DZ/8hWmRCxD4F+1IojJlDdLcnyDk/hEG3zOD87lc0WlZlecdWOF78p/DfK21BbctAuPUbCB7q7FpV7vLHbO9rBPSCnBO2d24/uc72TgfQpoWRj/51AQEtjOxKO8N/fj7g5AoL0XTU5p3XqpQ++FH+Ac8fmATMMOn4p5sXhX4Guj7WlZYDWgJg8vDgx40bGTZsmN3H8h40iK4rYvC5+GKU2czRmbNIe/oZVGFhHWouhBDVK0nyFBsby7JlttllFxZ/9zzwJbYf8ZaVWeNZta0AAQAASURBVL9s2TISd+8mMDAQOJtcqmQ5dyqf9PR08vLzK815YAXM+fmlPbT1yY9gsSqmfxFPlrmI/p38qp91oqgAov/Plpul66Uw7IFyX/fq1RtNW4ut5xRsPZBrMJm8K10fGhqGxWph9ubZpOel08O/B48Pebzq45+jV6/ewPflyoU1gBehoWEVtq2qDvZ8fy5VWMjRfz+KNTsbrwEDaPfII3bX29461YWnpweDb76Vyz9dR99NO8ic+yipEQFktVJ4WCBir+LS5QcxTLyfj6/rzxfvPkhq1pE6H89eEtgKxynMg6/vh6/vPZso6u7NEHKhs2tWvS4Xwz2/wBVPgN4I+9bDu5fBEVumvM6tvZl3tS1z8ts/77NrrjUhRNXKBqMRZZbJ2H71DwgIsLusyh78ADKw9d4Wma08viiJfgln0Bl1dHkomOlXtMZcWIjRWPvM8YbWren8n3cIuO9eAE4vW0bybbdTePx4rctyR/YkIBFCOM65SZ5aAl7YEuON52yivLnY2s9LLrmkVlOmlagpAK7rtiXe3XSA3w+cwstDz6s3DsRDX00IsuEZSI23vR428T+gK7/tvHlzUGodmjYaeLl4Gpz1PPTQvZWunzdvDv9L+B+/p/6Ol8GLFy97sVbDZOfNmwP8gG0+2ZeBUcB6IKP4u5rrVrJdTd+f68Sbb5K3fTu6li0JevHFSqftsaf+tTlmbXkZPRh6yx1c+clmOn/3Fzvvv49d/QPI8lWYCmHw30X0e/kH9g0fwX/uGsqqn9+l0NIwPwhLYCscw1IEX94G8ctA09mCxFuioUVbZ9fMPgYjXDYD7toArbtB5iF4fzTEfgjA+P6BXNC1NeZCK8+ubshcgUI0fWWD0XOX2kz1U7a8yrJ7lhhgtvLhkmQifz6F0mmsmxpE++vaY1W1m/OwhKbX0/ahh+j01pvoWrQgLzaWg1GTyN22rU7luYuSORkTEgIwmxeSkBBAVFQUM2fOlGBXiAYWEBCAl9HINODcn9eNHh6sWrWqTu1nY9hxOIOX1u0G4KlrzqNrQDXTxCRtgl9ftf35mtfBN6jCJiVT4vTvfwqTaS79+58iJiaG559/vtL1nYd15q3tbwHw+JDH6e7fvVb1LzleSEgymjYLTdtEly7dbPPRnjOdTlV1K9mupu/Lyvn9D07+510AAhcuwLNTx1rV2946OVJQ65ZEPfgg13y2CcuyjeyYEknSeUbyTIqAM3Dppky63v0K+/r0Z/PQ3hw/ucexFWiQ9FXNjLtk12swVqtS3z5iy1q3sJ1S+35ydo3qJy9DqU9vtJ3PPF+lvntUKYtF/X0kQ3V9bJUKmbVKbdmf7uxaijpq9vdrLbjbtSrJIAqohZVkDbWCevuatqrv0r6q79K+amrMVJVTkFOvY5oPHFD7x49XO0N7q8S+/dTpL7900Nm4nv79BxVn07QWJ2C1Kk0bocBQp2ybwrHc7X51Jne8VsnJycpkNFaavdhkNFbIXlzSHi4rbgNLlmXnZJ+3K/OyndtWltH+jLlQXfbCTypk1ip1z8dbldVqrfokc04q9WJv27PXNw845Lqdzjuthn8xXPVd2lfN3jRbRUdHq/79BykPD5MymVoqDw9P1b//oApt1owZM5TJ1FKBXplMLdWMGTMcUh97FZ46pfZccqnaGdpb/XbLLap//0HKZPKutK5VKTnXyvar7jtHK7JY1V9/bVVrHolSP18ZWi6z8iMvjKpx/9rcr9JjK+rv11dh63uABlH/g+5XOLtG9WPygxs+sSUrQIM/34XV/6ZPh5bcdIHtl9CnVv5DkaVuvT1CiIYREBCAyWhEh21Y3rk04J6VJ7jr3cNYC63EZsUy5fspHM0+WudjGrt2JWT5Z7QcOQJVWEjqE3NJW7CgSb53a0tAcm5ilrHF/10DTEepNWjaSBYseNZ5FRWiCUpPT8dcxbuwZd+DLVHbVz5qk/OgNts+tfIfDp7MJdDPxKLIflUnEVLKlgH5zFFo08OWzLOelFLM/W0ux3KPEeIbQr/j/YpHnbShsPAZzOYhFBYWsGOHhaioqNLRJjNnzmTx4sWYzUOAFzCbh7B48WJmzpxZ7zrZVW+rldTZj1N0/Dj5AQEM//TTCiNlahoZU9UIm5iYmGq/awh6ncb550eQc/HNXL5hL0/6BnO8o+0ZOnr+Bsce1wGBuMO8+eabqkuXLspoNKpBgwapTZs2Vbv9xo0b1aBBg5TRaFRdu3ZVb7/9doVtTp8+re677z7VoUMHZTQaVe/evdV3331Xr+Oeyx1/+XOYHV+e7dncUvH6uwur1aoOZR1SCScS1C+Hf1Hf7f9OfbX7K3X4j7eVmudnO79vp6mTZ/JU/6fWqpBZq9RHWw46u9qiDpr1/VpL7nitkpOT1apVq9TChQtLexsq67Hw6u6lLlp2keq7tK+69LNLVWya/XPnVsZqsagTb71V+iv0wclTVNHp0445KRdRWY8tDFcQrMp34LykTCZvZ1e32XHH+9VZ3PFa1aW31N55bL2q6AnWndMbXNs5b7+JP6JCZq1SXR9bpX6vaaRb7Ie2Z635bZQ6Elf/C6aU+mTnJ6rv0r5q4EcD1c70nVW0YSMVRChNG6nCwyOUUqq4p3ZEhbbOZGrpkHrV5MTb79hGAfXrr67uO6CSkTJn61qVykfY2Par7ruGVNfj1uZ+dZnpfj7//HOmTZvGW2+9xUUXXcR//vMfxo4dy86dOyt9XyApKYmrrrqKO++8k2XLlvHrr79y33330bZtW6KibHOTFhQUMHLkSNq1a8dXX31Fp06dOHToEC1btqzzcUUZB3+1JYoCGHo/DL3HufWpA6uysiFlA29vf5vdp3dX+N6gGbj2/Ku5K341QVvfpzUwfcSDzPs2kRfX7uai7m3o1rZF41dcCFGp4OBggoOD6devH888/TQF+fmVTofhddjKq4Nf5fndz5N4KpF/rf0Xd3S8g4taXVS6jb3zMgJoOh0B996LMbQ3R2fMIPevvzh40810/u+7eHbq5KCzc6558+YQFRVVnHhkDJq2BqV+BMKxPduWzI9Yv2ybQgjHKGkPa9pm1549JCQkkJGRUe47f39/+vXrV1pGSX4Ee+axPXQqlzkxCQA8cEWPGqb22Qffz7L9+conIGigHWdXvV2ndvHi1hcB+Pf5/yasTVil097Ypu2Zi1ILS6e/MZtzgbHnbHcVZvPGeterJjm//caJ114DoMOTc1k/ZSpKTaG2U/XUNMWPI6b/qS1HTTtUHU0ppWrerOENGTKEQYMG8fbbb5euCwsLY8KECSxatKjC9rNmzWLlypUkJp4dAHHPPfewfft2tmzZAsA777zD4sWL2bVrFx4eHg45bmXcZaJvh9q/AT6fAgVnIOwauO7DClnrXJlSip9SfioX0HroPAjwCsDX0xc/ox/5lny2n9gOgEHTEZWZyYxTpzFc/gSRf1/I9kMZdGrlRcy9F9LO1+TM0xG10Czv1zpy92uVkpJS48PanqQ9jH5lNC0ibD9QHf/mOMdX2DIcVzYvY0pKSo0Pdebdezh0990UpaWhb9OGzu+8jVe/fg10lo0rJiaGBQueZffuREJDwxg9ejgvvPACmjayTLC7vsESk4iqufv92pjc8VrFxcURERFBLLZMxKXrsQ0xjo2NZdCgQRX2s6fNcrQii5Xr/7OFuJQMIkJa8fldQzFUlQW5KB/eGwmp221T+0z5pt7Pk7mFudyw6gYOZh3k8k6X89qVr6FpGuHhESQkBBS/OmH7Ic427+0pNK01/fufIj5+K15evsXDkNeV2W4kJtOf5OVl1atu1SlMTSUpMgrL6dP4TYoi6OmnK62zpo0urWtVqttPKVWnMuurrudSq/vVEV3L9ZWfn6/0er2KiYkpt/6hhx5Sl156aaX7XHLJJeqhhx4qty4mJkYZDAZVUFCglFJq7Nix6pZbblF33nmnateunerTp4965plnVFFRUZ2Pq5RSZrNZZWZmli6HDh1yuyEt9RK/XKn5rW1DRj4Yp1RBrrNrZLdCS6H6bv93atLKSaUJZIZ8MkS9FveayjBnVNg+Ni1W3bH2jtJtX1nSWamnO6iTR5PUpcXJEMYs2aQy8wqccDaiLtxxCJqzNIdrFRsbq9BQ/zepfel9/n93d1JLPbQKw/tqMwyvIC1N7b92gm042YCBKuvHH51xeo0iOjpahYdHKJPJW4WHR1T4N1U0Dle8X3/++Wc1fvx4FRgYqAC1YsWKct9HR0erUaNGqTZt2ihAbdu2rcYyP/jgg0rvwby8PLvr5YrXqib2JoMqq7ZDhx3lpbW7VMisVarvk2tUyskaEvStnmV7nnyui1KZRxxy/Mc3P676Lu2rrvziSnU673Tp+ujoaAUUJ717qfhVChSEK6C07ZoxY0bx+uHltps5c6ZD6lcZS36+OnDd9WpnaG91YGKkspjN59R5ZHGCvpHl6lqV6vara5n1Vdfjul3yqPT0dCwWC+3bty+3vn379qSlpVW6T1paWqXbFxUVlf4ydeDAAb766issFgurV6/miSee4KWXXuKZZ56p83EBFi1ahJ+fX+nSuXPnWp+zW1IKNr8EK+4GaxH0jYLJ0eBh/1xgzpJTmMPHOz/mqpirmLV5FrtO7cLb4M2d/e5kbdRaHhz4IH5Gvwr7DWo/iP+N+h/PXWJLYvCRnx+HVT6ttyzio39dQEALTxJTs7jro63kF1ka+7SEEHWUkpJCXFycbdSPgnu/OsaC9w5jKFL8Psyfr2d2Qd9SX26fhIQEcs3mSpO35JrN5XpFPNq3J2TZMnwuvhiVl8fh+x/g5Hvvo1xjkJRDRUZGEh+/lby8HOLjt1baUyvz3zZPOTk5hIeH88Ybb1T5/UUXXcRzz9UuUZCvry+pqanlFpOpaY+cqsv83+np6Xa3WY7yx4GTvLFhHwDPRPajc2vvqjdOXAV/FI+YnPhOpVP71NbK/StZuX8lOk3HC5e+gL/Jv/S7s9PenMbDYw4m0594eHgSHm4oHWUSExPD2rU/otd7ommbgRmYTH8yc+ZMnn/++QrHq03bVt22xxYtwrxjBzo/Pzq+9iq64nnW6zpVT3X7Neb0P/bWyVFc5h1boEKmNKVU1dnTqti+7Hqr1Uq7du1499130ev1REREcPToURYvXsyTTz5Z5+POnj2b6dOnl37Oyspq+sGtpRC+nwlb37d9vuhhGP6Uyw8/Vkrx8c6PeWfHO5wpOANAa1Nrbup9EzeG3liuwavOVV2v4ut9X/N76u+83LoVL+/4jJAL7mTp7Rdww3+28PuBUzzyeTyv3Tiw6uE2QogGUduhdikpKYSFhpJrNpdbP3FzBh1PFDLtwWD29fSh+9zuHDUfZRCDSElJYVJkJABhlB8KWBV9Cx86v/0WaU8/Q8bnn3N88WLy9+2jw/yn0Hl61uVU3VJJBk5NG4VSC0lIWEtUVBTR0dFEFl9T0TSNHTuWsWPHVvn9lClTADh48GCtytU0jQ4dOtSnam6nNu+3nsveNqu+MnMLeeTzeKwKJkV04prwagLVjBT45j7bn4c9AL1G1/v4BzIP8PTvTwNwb/i9RLSPqLBNZGRkle1O+bZqEZq2FljHJ58srXSf2rRt1W073MODjOWfgabRcfELFfIyVFfn6lS3X13LrK+GPq5LBLYBAQHo9foKvaTHjx+v0Jv6/+ydZ1gUVxeA31kWWEBBBKQpWAEVwd6NptgSzZdooiZ2jcbeYo1R7L33JBYsiRU0aqxRY9dElNhRo4IioHTpsHu/H6sooUhf0HmfZx53Z+6cOTNy794z95SX2NjYZNheqVRiYaENULe1tUVfXx89vVdv3atWrUpwcDBJSUm5ui6AoaEhhi/epLz1CAF+B+CoB4TdBSRoOw8a9Ne1Zm9ECMHiy4vZcH0DAOVNy9Ojeg/aV2yPSpmzN7uSJDGm3hi+3PclR02MuaQypO6h8bj2PcpPPerSa8NfHLgWjFLxD4s710RPkfmLERkZmfwjMyMVMo6RhbSrGECa5FL1b8eyZca/fDOyPM/KGDD93+mUqVAGZaiShKSktNcGQnlV6uJlzofXJ5mSvj42UzwwrFSJkDlziNq9m6SAAMouW4rSIotkKkUIb29vpk6dya1bN9HT00etTqRqVVc8PCZma4IyderMF5M5bVyVECORpNZMmzZLNmxlckVMTAyOjo6o1Wpq1qzJ9OnTqVUr84RDiYmJJCYmpn6Pji64OMmCJKNkUC9f7GVU7qcwEUIwYfdVnkQlUMHShKmfVs+8sToZdvWFhCiwrwMfeuT5+gkpCYw5OYb4lHga2DSgX41+OZaR07EqJ+0za7t+ygyqvTBTLAcOoMR77+X85mVSKRJLSwYGBtSpU4ejR4+m2X/06FEaN26c4TmNGjVK1/7IkSPUrVs3NVFUkyZNuHfvHhrNq3qjd+7cwdbWFgMDg1xd953i8SXY8DFs+1pr1BpbQOfNxcKo1QgNs/+anWrUjq47mt8++40vnb7MsVH7EidzJzpW0Wbcnmdhgebx33BtF00qW7Ly69ooFRJ7/3nC6J3/oNa8fe6GMjJFkby42lV9sUHauoyRQUl8Nf1f4u7GEaeJ49uj33Im4kzqebeA3wEXXrkCAnTr1o06depQ1dmZgICA1PaSJFG6R3fK/fgjipIliffx4WHnLiTef5A/D6EAeVXvMOu6j1mRcf3bNvj5ZVX9UkYmY1xcXPD09GTv3r1s3boVlUpFkyZNuHv3bqbnvK0hZC9f7NWpUyfdVtXZmaCgoELTZfvfjzhwLRh9PYllXWphYpjF2tnxGfD4LzA0gy/WgzLvHiwLLi3gTsQdSqtKM7vZbPQUem8+6T/kdKzKSfuM2hrxAYNioxHx8Zg0bozl4ME51lkmLUXCsAUYNWoUa9euZf369dy6dYuRI0cSEBDAgAHaEjITJkygR48eqe0HDBiAv78/o0aN4tatW6xfv55169YxevTo1DYDBw4kLCyM4cOHc+fOHX7//XdmzZrF4Nf+cN503XeS2DDw6gdrP4SAc6BUQbPvYJgvVG2va+3eiFqjZtr5aWy9vRUJicmNJtOzek8UUt7/3AfXHEwJ/RLcMlCyt4QJ/OEBiTG0qm7DihfG7e4rgYzddVU2bmVkCpGXrnYvt+wWm7EEjCFd3Fr/52pClgbxXpn3SBEp/Pz4Z8p8agUv2rYD4iFHBnWJZk0pv30b+uXKkfz4Mf5ffUWcj0+u77kweLXKcBgYhTZLaEtAiSS1ZNq0WW+U4eTk8sKl7+WYKJcEksk9DRs2pFu3bri7u9OsWTN27NiBk5MTy5cvz/ScCRMmEBUVlbo9evSoEDUuON70Yu9lRvjXX9xd5pWXSX5x/1kMU/fdBGB0K2dqlE2fsySVe8fg7BLt50+XgXn5PF//D/8/2O63HYBZTWdhZWyVKzk5Haty0j59Ww3TbXdQQV8fpbU1dgvmI+nl3BiXSUuRcEUG6Ny5M2FhYUybNo2goCBcXV05cOAAjo6OAAQFBaV5A16hQgUOHDjAyJEjWblyJXZ2dixbtiy1hi1AuXLlOHLkCCNHjsTNzQ17e3uGDx/OuHHjsn3dd45b+2D/SIh9BkhQsyu8/z2Y2etas3TEJcex4cYGnsQ8obSqNBYqCyyMLDj9+DQHHx5EISmY0WQG7SvlnzFuYWTBt27fstBnIYstLKgSFET1Tf+Dr3fQxtWGZV/VYujWK3hdfowkwdyObrJbsoxMEcYB+AO4DzwAJgHTp0+nQoUKVKxYkQYNG7D08lLWX19PmQ7WtLTQZ/jGJ9zRaA3cnMauGVasSPltW3k0aBAJ/1wloHcf7ObNxbRNm/y/uXwgu3UfsyLj+rdH8fCQE0jJ5B2FQkG9evWyXLF920PIMhuHSpUqpU04lUmoRn64KyerNYzc7kt8spomlS3o16xi5o2fh2gTkALU7QvVP8vz9YNjg/E4p3Vl7l29N03sm7zhjMzJ6ViVk/b/bdvNfCdtS8YjFArslyxGWbp0rvWWeUWRMWwBBg0axKBBgzI85unpmW5f8+bNuXz5cpYyGzVqxIULF3J93XeGuHA4MAau79J+t6oKn60C+8JIN5BzfJ/68v2Z73n0POO3rkpJyZz35tC6fN6TEfyXr6t+ze57u7kfdZ9udjYMifCj17qP0Ovmzcc1KqARguHbfNnl85iEZDWLO9dEX04oJSNT5LgFBEvwRz19ll9KJuVF1MqkSVpj7WWM7sg6I3l88zGHUw7zT/PSbCilT7dVjyBRk6nsoKCgDH+fXsbfOnp6Ejh6DDHHjhE4YiTJ44Ox6NWrAO4ybzg5uXDt2mGEGMmreo6HgKrZXnV9mQlTW/92Es7OVfHwkOvcyuQPQgh8fX2p8ZbUis6K/ybKexnXn5nDsa2tba4TTmWX5cfu8s/jKMyM9FnwpTuKzF7mazSwu7924aRMdWg9M8/XVmvUTDg9geikaKpbVGdoraF5kpfTsSon7V9vq3wwnbFltMnPbMaPwziL+HCZnFGkDFsZHfH0Nmz6FGJCQFJAkxHQYjwoi97bzWR1Mqv/Wc266+vQCA3WxtZ84fQFz5OeE5YQRlh8GCmaFPq49qFZ2WYFooOBngGb2m5i6vmpHPU/ypLS5pyNj2HWhlbYfLWTdm410ZMkhm27wv6rQSQkq1nxdW1U+rKLiYxMQfFf17qsXO1Sy2YkJLCsjYpF9Q0Y46RPyM44NImvzu/2wqXYwcGBD0p/wM+TfqbKgHKcdi/Jo/EVUC7xh6iUDK/xRYcO6ZJNQdqEVmWXLSVk9hwitmzh6Zy5qMMjsBo5Isus/PnNy8RQd+7cxsnJJV1CqFerDK0Qoi1wADgGuOdo1VVXGThldEtMTAz37t1L/f7gwQN8fX0pXbo0Dg4OhIeHExAQwJMnTwDw8/MDtAlCX2Y97tGjB/b29syePRuAqVOn0rBhQ6pUqUJ0dDTLli3D19eXlStXFvLdFS5ZJcr7EriN1gPlv2SUcCq/8PEPf1Xa53NXbM0yLv/o7e3No62jGV49jPgUiTOlvqZlPpSKXHd9HZdCLmGsNGbue3PR19PPs8zXxypvb2+mTJlB585fZ5o4LydjW4cOHfjfRx/x4PMOJAcGUrJVK8xfZAYvKrzpN6HIk9diuzLFs9B3KinJQvzYXFsce3ldIR5d0rVGmfJvxL/iy71fCldPV+Hq6SrGnxovohJ198w1Go3wvuMt6m2uK1w9XUXLtS4iZpadEAEXhRBCHL8VIpwmHhCO4/aLbmsviNjEZJ3pKvOKYt1fC5ni8Kz8/f2FsUol0C4lptmMVSrh7++f6Xk+Pj7ixJpx4vmEktoxcKCJEGaSECB8Xsjw8fERQgjh4+MjALG9kpFotsxFuHq6CqcFTmKJnaHwedHeB8SW166/5bX9rx97KVMI7Tjy7KefxE1nF3HT2UU8+WGS0KSk5Muz8fLyEm5utYVKZSzc3GoLLy+vdMcBIUmtBCx88S8ZtnN3ryP09VVCpSop9PUNhLt7HeHt7Z0vesrkD0Wxv544cSLDvtmzZ08hhBAbNmzI8LiHh0eqjObNm6e2F0KIESNGCAcHB2FgYCCsrKxEq1atxLlz53KkV1F8Vm/i5RiU2biy5Q1jTX7zPCFZNJ17TDiO2y9GbruSaTsvLy/RsKyeSJ5kKoSHqehTq2aG40xOuRJyRbhvdBeunq7it3u/5UlWRrwaH1sKWCjgoxd/n+651l+j0YhHQ4aIm84u4u6HH4mU6Oh81zsvZPc3obDJSX+VhHgLq8UXMtHR0ZiZmREVFYWpqamu1ckZZ5fB0UnazHSDL4Kpra41ypDf7//O1PNTiU+Jp5RhKSY1nESr8q10rRYAAdEB9D/yDYGxQXSNes74WDX0+A3sa3PuXijfbLpEXJKauo7mrOtVDzOjvL9RlMk9xbq/FjLF5VnltI7t61y+fJm+n9Tj4lfGGJgqIEYDW+O4/ERDHcDHx4fatWtz+fJl6tSpwxagdBkDZo1yJNLGEHWcmoBlAcTejk2VaWRgQHxSEj6kjXu7DGlkvk7Ejh0ET5kKGg0lW7bEbsF8FHmICUxbM7E1knQYIY6kqa/o7l6Ha9csU8tPaBOftMbNLRxf30u5vraMbigu/bUoUByf1csxKLNx5b9kVu4svxiz8x92+jzGvpQRB0c0w1SV8dymWd2abGkaiGOpJH65+iXddv+EJLXJ0zjzPOk5X+77ksCYQD6u8DFzms3Jd0+XjMZHaA2EI0mlc6V/+OYthMycCfr6lP/1V4xquOarznmlqP4m5KS/yoF/7zJh/8KJFzEOrWcUSaM2SZ3EjAszGH96vLY2mW0DvD/1LjJGLYCDqQOTG08B4FfTklwTCbD5cwi6SuPKlmzuW5+SKiWX/CP46qcLhMYkZi1QRkYmRzg4OFC7du10W3YndL7BGvzWxkKwGkoooJcJZk5pI3VS3ZeBj58mcXHGfWLvxKJnrIfjaEdKNS4FaI3alWvW5PgezDt1wn7JYiR9fZ4fPcqjb/qhzkOtzbQ1E0chxKF0WYzlMjwyMm8PW7ZswcfHJ3UrSKP24LUgdvpok2Qu6uSeqVGLEIx1/hfHUkncDavIwN8XAYo8jTNCCKadn0ZgTCD2Jez5oeEPBRK+kdH4qE2cdytX+sdfu07IvHkAWI8ZU+SMWng7fhNkw/ZdRaOBvcMgJQEqNIdaRcvHHyAwJpAeB3uw3W87EhLfun3Ljx/9mOs07gVJY7vGtK/YHiGBh11ZkhMiYfNnEHKTOo6l2da/IZYlDLgZFE2nNed5Ehmva5VlZGRe4+pzge+GWKLuJIO+RIXORvRwfzVZc3Bw4JafHz4+PmzZsoXkGDUe8x9S768oFEoFZfuXZcCnVsQnJWFgkLuajKatWlHu559QmJgQ9/ff+HftSnIu61BmZ4Iil+GRkcl/AgICuHz5crrt9coe+XYtMs4nkF+JoTIiOCqB8d7XABjYvBINKlpk3vjCatpXUZCYItFp1waeJ5mS13Fmz709HHp4CKWkZN578yhpUDJXct5ERuNjThPnvUQdHU3gqFGQnEzJlh9h3r3bm0/SAW/Db4Js2L6r+GwA/zOgb6ytI1aIyUqyw72Ie3Ta14kbYTcwMzRj1UerGFJrSK4KbhcWo+uNppRhKe5KKWws5wJxYbCxHTw4TXU7M3Z82wg7MxX3Q2P5cs15HoTGvlmojIxMgfL6SmytJLDYFo+nbxIKhcTGz4wo7fdr6sT0v+7ONZIFa1c/ovfvzwA408Ea+2/sUQs1kLvakSYNG+L4yxaUZcqQePceD7t8RYLfnRzfV3YmKB4eExHiCJLUGlj0ogzFUTw8Jub4ejIyMq8SPNWpUyfdVtXZOVfG7UtD+WUG5APAL8AGwAVt2TGAbt265flab0KjEXy305eo+GRq2Jsx4iOnzBsH+sDRyQCMPBzHPyFjyes4cz/qPrP/0iYRG1JrCG5Wbrm5jWzxanxsBSxCW7/7KJCSI/2FEDz5/nuSHz1C394e2xkzCjVBYE54G34TZMP2XSTqMRzV1vziw8n5Uhw7P0lISWDMqTGp6dt3tttJU/umulbrjZRWlWZMvTEArDFMIcDOTWvcbvofXFhDRUsTdg1sTEUrEwIj4+m/6RIJyWoday0j827z+kqsj48Pf13ywW3SaUIqdQKgvN/PHBnbOM0EtVu3bijQlthQCBi1M4RJnoEo1ALzpuZ4K7wxKWVMN7Sxby+3bmSvdqTKxYXy27ZiULkSKSEh+HftSuzFv3J0X9mZoLwsP+HmFo5KNQk3t3C8veUyPDIyuSU0NJS4hAS2AD6vbVuAuBdZ1nPC64Zyt25aE3YS2rGkLxAPLHkh/+U2/cW1rl27li/39Drrzz7g7L0wVPoKlnSpiYEyEzMiPhJ29gZNMlT7Hx+N35rncSZRncjYk2OJT4mnoW1Derv2zvsNZcGr8TECff2JqFR/oa9vgLu7Mkf6h2/wJOaPY0j6+tgvXYqemVmB6p0X3obfBDl5VD5QrJIQPL4Ee4fC05tQtj70OQRFbBV05oWZbPPbhoXKAq9PvbAwysLNpYghhKD/0f5cCLpAVXMXfk4ugdm1F+Uw3LpA+yU8TZD4eOkZQmMS6dnIkan/K3pxFm8zxaq/6ph3/VkFbh+D/a2fAAi9kkTAvgQQL0oBoZ1Edn2t/YYaJZg/qBx6RnpUKlGJEeVGYKpM+9xy4iKojori8eAhxF26hGRggN3CBZi2bJlt/b29vV/UV7z1or7ixGI1QZHJGe96f80JBfWs3pTgKaPEcdmRtwV43Rn05RgEYITWwP0vRgYG3L57N99ckm8FRfO/FWdJUmuY8Zkr3Ro6ZtxQCNjZC27ugVKOMOA0qPJuzM35aw6/3PoFc0NzvD71yvewtDeVuclNGZw4Hx/8e/QEtRobj8mYf/VVvur8riAnj5JJT0IU/D4a1n6kNWqNLeB/K4ucUfvnoz/Z5rcNgJlNZxYroxZAkiQmN5qMuaE5tyJu01sZReiHk0DSg6vbYH0byogIFnypdZ/ZeN6f47dDdKy1jIzM64THauvPhlT5ij6/xSM0AstaBtTuYkRt5asJ5gPSuhobXIvhwewHlNQryb8x/7L4yWLsne1zldAKQM/MjHLr1lKy5UeIpCQCh48gYufObJ/foUMHfH0vER8fi6/vJdmolZEpplRFayi/3F43cuMhwxXi+KSkHK8QZ0ZcUgrDtl4hSa3ho6pl6Nogi3Hs8iatUatQwpcb8sWoPRZwjF9u/QLAjKYzCsSo7dixI9euWZKQMJ1r1yzp2LEj3t7e2TqeESlhYQSOHAVqNabt2lGqS5d81VkmY2TD9m1ECEiIhvD72hXay5thRX34+2e0Jbi+hsF/gVUWsRE64GncUyadnQRAj2o9aGLfRMca5Y5yJcuxoc0GrIysuBt5l96hJwnuvAGMSkOQL6z9kBZmIfRuUh6AMTuv8vR5+oLrMjIyhc+Ba0G8N+8Ef/o9BWCDbzL3t8dDsgAnfehhjJ6RNj5qEuldjRVPYUHdBVgbW3M/6j49D/Xk8fPHudZHYWiI/eLFmH3RETQagidNJvSnn5GdrWRkZF6SleGbH0zZe4O7T2MoU9KQOR3dMo8RfeYHB8dpP384GewzKkSUMx4/f5w6N+xZrSfvlX0vzzL/y5uyyGcny/zrCLWaJ2PGkPL0KQaVKmE7dUqRjat925AN27eNP+fCTBuYUw6W1YK1H8LeIRATDKUrQc998PlqMMk6xquw0QgNE89MJDIxkqqlqzK89nBdq5QnKpWqhGcbT2xNbHkY/ZBeN1Zz7n8LSLasAtGBsK41Eyo+xMWmJGGxSYzZeVWeqMrkiFOnTtG+fXvs7OyQJIk9e/akOe7t7U3r1q2xtLREkiR8fX11omdxQgjBniuBxCSm8M3GS5wJ0Dr4Rd1JgU1xEC+gnBLn3sZUMpfSldd4WWKjsUtjNrbdSLmS5QiMCaTnwZ7ci7iXa70kpRLb6dOx6NcPgGeLFvFs4cJsjRne3t64u9fByMgEd/c6Wa4wyMjI5A+5SRxXVNl95TE7Lj1GIcHSLrWwLJFJfe3kBNjVB1LioeL70Ghonq+drE5mzMkxPE96jpuVG8PrFMzc8E1Z5HNaBid0zRpiz51HMjKi7NIlKExMCkRvmfTIhu3bxHVv+HOWtoQPaDMemzmAbU14fyIMPAcV8v9NV17RCA0rrqzgQtAFjJRGzH1vLgZ6uSuXUZRwMHXAs40nDiUdCIwJ5NuLU3ivtJIxFapyyECgt7Mrm1x9MVQqOHnnGStP5H7iK/PuERsbi7u7OytWrMj0eJMmTZgzZ04ha1Z8kSSJFV/X5lN3O1I0gsUXIilRs612kvpYzc31sSRFaVBZ6XHxGxPqWcZnWjvXvoQ9G9tspHKpyjyNf0qPQz24FJz7AveSJFHmu1GUGTsWgLC16wiZOQuh0WR6Tm7c52RkZHLP61nW/+vNYWRgQFBQUK5K/2RmKBsqlZmekx/cfxbDxN3XARj6QRUaVcoiPOzoZAi5DsaW8PmPoMi7ibHIZxHXw65jamDKgvcWoK/IpF5uHnlTFvmclMGJvXCB0BUrAbDxmIxh5coForNMxsjJo/KBIpGwIexf+LE5JD2HJsOh+XgwMNaNLjkgJDaESWcncT7oPABTGk2ho1NHHWuVv4TGh7LiygpOPDpBeEJ46v52MbHMehbG3y5j6eRbE4BBLSoxprWz7LJSgBSJ/prPSJLE7t27+eyzz9Ide/jwIRUqVODKlSvUrFkzR3LfxmeVHTQagcfeG2y+4A9A5KnNRJ3fDoBNCYk9nY1pUFYPIekhtZ0L9ftlKisqMYohx4bg+8wXfYU+c5rNoVX5VnnSL2LbdoKnTgUhKPXlF9hMmYKklz5fgrt7Ha5ds3zhPiehnYy1xs0tHF/f3BvZMkWTd7W/5oaCfFYBAQGEhoYSFBTEFx06kJCUlK6NkYEBO729sbW1Td2XUWK5l1mR4xLShysZq1SsXL2a3r17Z5pcKqfJql4nIVnN56vOcSsomoYVS/PLNw3RU2QyN7l9ALa9SIzUdRdUyX6Su8w4FnCMESdGALD8g+W0KNcizzIz4+VLQElqiRBtkKRDCHE0NSPwm46/JOXZM+5/3gF1aChmHTtgN3Nmgen8LpGT/iobtvmAzn9MkhNgXUsIvgoOjaDnftAr2Ld4+cGhh4eYfn460UnRqPRUjK47mk7Ond5ao04jNFwLvcbxgONsvLERtVAzNDyS/lHRnKo8lh7XawLQuW45Zn7uilJPdqgoCHTeXwuA/DJsExMTSUxMTP0eHR1NuXLl3qpnlV2EECz+4y7Ljt0FoF0VE3rVLIlCkpDUSTjdXo7Jv/u1jev3hzZzM12hSEhJYNypcRx/dBwJiXH1x9G1atcM22aXyD17CPp+Img0mLZrh92c2Uj/Wb0xMjIhIWE6MOq1vYtQqSYRHy/X0X7beBvHtoKiMJ5VdjIav46xSsUtP78MjduMkkC9LBuWleGbkbzsMvm362w6709pEwMODm+Gtakq44aRj2BNU0iIhIaDoU3Gcac54UnME77Y9wXPk57Tq3ovvqv7XZ5lvok3ZZF/03GhVhPQ9xviLlzAsEoVyu/YjsLIqMD1fhfISX8t+taPzJs5MlFr1BpbQMd1Rd6ojU+JZ9r5aey/r50UVreozuxms6lgVkHHmhUsCkmBu5U77lbu2JewZ/qF6SwvXQrH5GRa35vHrtrf0+mKK9svPSI8LonlX9VCpV+0slbLvN3Mnj2bqVOn6lqNIoEkSYxq6UQpI32m7b/J/ruxqEzNmdOhhvalU90GcHYJ/DEV/voJkmLh0+UZZppXKVUsarGI2X/NZrvfdub8NYew+DCG1hqa6xd5pT77DIVKReDoMUTv3486Ogr7RYvRK/EqlsvJyYVr1w4jxEherdhm7D4nIyNTMLxM7PRfXjd4bwHdXtS5/a8h6uDgkKVxesvPL1PDN7dG7aHrwWw6r/VYWdTJPXOjVp0MXn21Rq1dLfhoSq6u9zopmhTGnRqnjau1dGNY7WF5lpkdOnTokGX5njcdD129hrgLF5CMjbFfuqRIGbW5KVVUXJGXhIo7173h77Xaz5//BGb2utXnDQgh8Djnwf77+1FICvq79Wfzx5vfeqP2v3Ry7kS3qtp3tj/Y2HDDwIC6N2exr/E9DJQKjt4MofOP5wmMzKg6nYxMwTBhwgSioqJSt0ePHulaJZ3Tp2kFFnzpjp5CYpfPY4b8eoXEFDVIEjQdCR3Xast5+f4CXt9oJ3oZoKfQY2KDiQyrpZ2k/XztZ6ZfmI5ao861bqZt2lB2xXIklYrYU6fx79Gd5KdPU497eExEiCNIUmtgEZLUGiGO4uExMdfXlJGRyR9ez2Scl1dNDg4O6WL9c1pa7HUeR8Qxdtc/AHz7XkVaOJfJvPGJmfDoIhiawhcbQJn3/CirfFfh+8yXEvolmPve3AKLq81PYs6eJXSlNq7WduoUDCtW1LFGr3jXci3Ihm1xJuxf2PviTVbTUVDlI93qkw223NrCwQcH0ZP0WP3RaobWGlosBq2CYHTd0TS1b0qCUDO0XHlC9PSofnkqe9qmUMpYn38eR9Fu2WlO3Xmma1Vl3hEMDQ0xNTVNs70rBAQEcPny5XRbQEAAX9Qpy6qutTHQU3DoRjB9PS8Rm5iiPbHGF/ClJyj04YY37OwFKYkZXkOSJPq59WNyo8lISOy8s5Oxp8aSpE4fg5ddSrZogeOmjeiVLk3izVs87NKFxHvaRHQdOnTAy8sLN7dwVKpJuLmFp4sJKwzkzMwyMsWDFLWG4dt8iU5Iwb1cKb5r5Zx543t/wJnF2s+fLoPSeV+guBh0kbXXtIs1UxpPoWzJsnmWWdAkBwfzZPSYFzkPvsSsfXtdq5SGnJYqKu7Ihm1xJiURSlhp42rfL/pv4P8O/puFlxYCWqOusV1jHWukW/QUesx/bz6VS1XmmSaB78o7kyzUVDszlAPdHahhb0ZEXDI9N/zFsmN30WjkcHgZmYLgZYKWOnXqpNuqOjsTEBBA6+o2ePauh7GBHmfuhdJ17UUi414YpNU+hS6/gp4h3N4PW7/SuiZnwpdOX7Kg+QKUCiVH/I8w5NgQ4pLjcq2/kZsb5bdvw6B8eVKeBPHwq6+J8/EBtMatr+8l4uNj8fW9pBOj9l1aLZCR+S/FqfTPkj/u4uMfQUlDJcu71MJAmYmZEB0E3t9qP9ftC9XzPq6ExYcx/vR4BIKOVTrSunzrPMssaERyMoEjRqKOiMCwWlWsfyh6c/Gclioq7siGbXHGuhr0PwlfbizycbXBscGMPjkatVDzScVP8pw45W2hhEEJlr2/jJL6JflHE8OCck4QH4HdwT7s7FODr+o7IAQsOnqHaftv6lpdmSJETEwMvr6+qfVpHzx4gK+vb2oZifDwcHx9fbl5U/t34+fnh6+vL8HBwbpSucgSGhpKXEICWwCf17YtQNyLuDeAxpUt+bVfQ0oZ6+P7KJLOP17gafSLpC1OraDrDm2ZtX+PweYOEB+Z6TVblW/Fyg9XYqQ04nzQefod7UdUYlSu78GgXDkct/6KUe3aaJ4/J6DvN8ScOpVrefnFu7ZaICPzkqxK/xgCQRQtY/fsvVBW/qn19pjT0Q0Hi0wqa2jU4N0P4kLBuga0zntf1ggNE89OJDQ+lEpmlRhXf1yeZRYGTxcsIN7XF0XJkpRduhSFYSY1fnVITkoVvQ3Ihm1xR2UKJa11rUWWJKmTGPXnKMITwnE2d8ajkcdbm/k4N5QzLcesZtofhl+VCRwobQNPb6DaP5jZn1VnbscaAGw8/5AbT3I/8ZV5u7h06RK1atWiVq1aAIwaNYpatWoxefJkAPbu3UutWrX45JNPAOjSpQu1atVizZo1OtO5qPN6zFtmcW81y5Vix7eNsDY1xC/kOV+sOU9A2IvV1ootoMdvoDKDRxdgYzuIyTyUoLFdY9a2WouZoRlXn12l16FePI17mmn7N6E0N8dh3VpMmr+HSEjg0aDBRB84kGt5+cG7tlogI/MSBwcHbvn54ePjk7rt378flYEBiUA70hq7xipVaqbjwiY4KoHh264gBHxVvxyfuNlm3vjUAnh4GvRN4MsNoJ9JYqkc8NPVnzgbeBZDPUPmNZ+HkbLoJF7KjOhDhwnfuAkAu7lzMChXTscaZcy7lmtBNmxlChSN0DDt/DSuhV7D1MCUxe8vLhYDVmHTolwL+tXQ1sKcYl6CuypjuLUP/pxF53oOtHOzRQiYuu8mcoUuGYAWLVoghEi3eXp6AtCrV68Mj0+ZMkWner8NOFmXZNeAxjiUNiYgPI4v1pzDL/i59mC5+tDrAJiUgeBrsKGNthxGJrhZueHZ2pMyRmW4F3mPHgd7EBAdkGvdFEZGlFu+HNOPP4aUFAK/G03Etu25lpdX3rXVAhmZ1/lvYqdPPvkEv7t30xi7L7e8lObJC8lqDUO3XiY0JomqtqZ4tK+eeeOHZ+DkHO3nTxaCZZU8X//ck3Os8l0FwA8Nf8DJ3CnPMqFgY/sTHzwgaKLWMLT4pi8lP/igyOj2X4pKroXCQjZsZQoMtUbNlHNT+O3f35CQmPveXMqVLJpvtIoCg2sOpqFtQ+I1SYxydOK5JMGp+XDxJyZ8XBWVvoK/HoRz4JrsSiojo2vKlTZm14BGuNiU5OnzRDr9eJ4rARHagzau0OcQmJWDsHuwvg2E3s1UVmXzymz6eBMOJR0IjAmkx8Ee3Im4k2vdJAMD7ObPo1SXziAEwVOmELZufa7l5YV3bbVARuZN5HcW47yy4LAffz/UxtWu7lo78zKDsWHazO9CA+5fQ82v8nzt4Nhgxp96FVf7WeXP8iwTCja2XxMfT+DwEWhiYzGqWwerESOKjG6ZoetcC4WJbNjKFAgpmhR+OPsDu+/tRiEpmNl0Jk3tm+parSKNnkKPue/NxcbEhodJ4Qx3rkuiBBwcg/2j3xnQvBIAsw7cIj4p9yVCZGRkMianSV7KmKrY1r8htRxKERWfTNe1Fzlz90U9SYtK0OcwWDpB9GNY3xqe+GYqy76EPRvbbsTZ3JmwhDD6HO7DjdAbub4XSU8PGw8PLPr3B+Dp/Pk8W76i0D0+3rXVAhmZ4sThG8H8eOo+APO/dKO8pUnGDYWAPQPheRBYVIGP5+f52snqZEafHE1EYgQupV0YX398nmW+pKBi+4UQBE+dRuKdO+hZWmK/aBGSMmc5buS8AwVLkTJsV61aRYUKFVCpVNSpU4fTp09n2f7kyZPUqVMHlUpFxYoV08WOeXp6IklSui0hISG1zZQpU9Idt7GxKZD7e1dI1iQz/vR49t/fj56kx9xmc2lfqWilPy+qlFaVZtn7yzDRN+HvxBAmONVDDbD7WwbaP8C+lBGBkfH89OKHSEZGJu9kleTlTXFvpYwN+OWbBjSrYklckpo+nn9z8FqQ9qCZPfQ+CLbuEBcGG9vDw7OZ62FkybrW63CzdCMqMYq+R/pyOeRyru9LkiTKjBqZuqIQunIlT+fNLxDjNivXundptUBGprgQEBbH6J3aerV9m1agjWsWcbXnV8Ldw9rM719uAMMSeb7+4suL+efZP5TUL8mi5otQKfMeq/uSgortj9y1i6g9e0ChwH7hQvTLZFHjt5B1k9GSJ8M2IiKC8PBwAJ49e4aXlxfXr1/Plazt27czYsQIJk6cyJUrV2jWrBlt27ZNzfD5Xx48eMDHH39Ms2bNuHLlCt9//z3Dhg3Dy8srTTtTU1OCgoLSbCpV2s5TvXr1NMevXbuWq3uQgUR1ImNOjuHww8MoFUoWNl9ImwptdK1WsaKqRVWWvr8UpULJ0aQQ5lSpi9CkYOjVk7kNtS9lVp+8R2BkvI41lZF5O8goyUtO4t6MDZSs7VmXj2vYkKTWMPjXy/xy0V970MQSeu4DxyaQGA1bOsCdI5nKMjM046dWP1HPph6xybF8e/Rbzj05l6f7sxzwLdbfTwAgfMMGzvfsRU232vkW3yWX9JGRKV4kJKsZ9KsPzxNSqO1QivFtXTJvHOgDf0zRfm4zC2xq5Pn6JwJOsPnmZgCmN51OOdP8DVMriNj+hJs3CZk+AwCrESMwaVC/yOgm8xoil/z888+iYsWKonz58mLVqlWiSZMmYuDAgaJ69erixx9/zLG8+vXriwEDBqTZ5+LiIsaPH59h+7FjxwoXF5c0+7799lvRsGHD1O8bNmwQZmZmWV7Xw8NDuLu751jf14mKihKAiIqKypOc4o7vU1/x6e5Phaunq6i9qbY4+eikrlUq1hx8cFDU8KwhXD1dxZqNzYXwMBWaRdVF91XHhOO4/eLDhX+KPVcei6QUta5VLVbI/TX7yM8qZ6SoNWLcrn+E47j9wnHcfrHwiJ/QaDTag0lxQmz5UggPUyGmlhbi6s4sZcUnx4sBRwekjqenH5/Os37hO3aIGy5VxU1nFzHPtrZQMl9IUisBCC8vr1zLdXOr/UKORmh9FjVCkloKd/c6edZZJvvI/TX7vOvPauLuq8Jx3H5Rc+phERgRl3nD+EghFtfQjlvbugnxcjzLA4HPA0XjXxsLV09XMfevuXmWlxFeXl4CEJLUUsDCF/8ivL29cyUvJSJC3P2opbjp7CICvh0gNOrcz7vyW7d3gZz011yv2C5fvpwbN27g4+PDmDFj2L17N6tWreLcuXOsWrUqR7KSkpLw8fGhVatWafa3atWKc+cyflN9/vz5dO1bt27NpUuXSE5OTt0XExODo6MjZcuWpV27dly5ciWdrLt372JnZ0eFChXo0qUL9+9n7eaZmJhIdHR0mu1dJiElgQV/L6DHwR7cj7qPhcqClR+t5L2y7+latWJNm/JtUmu5rRBheFs5IEU9YqnVXkxVSu49jWH4Nl9azP+T9WceEJeUomONZWTebfQUErM71GDYh9pMocuO3WWC9zVS1BrQN4Iuv4DrF6BJ0SZhubQhU1kqpYql7y/lQ4cPSdIkMfz4cM4EnsmTfuZffskyPX2SBbQzjWOJ/X0M2JPn+C7ZtU4mM06dOkX79u2xs7NDkiT27NmT5ri3tzetW7fG0tISSZJS63K/CS8vL6pVq4ahoSHVqlVj9+7d+a/8W8pvvoFsuaD1hlzcuSZ2pTKpVCEE7BsOkf5QygE+XQ55LNWYrElm7KmxRCdF42rhysjaI/MkLzPyM7ZfqNUEjh5D8qNH6Jcti92c2UiK3Du8ynkHCpZc/8/o6emhUqkoXbo0lStXxsrKCtC6/ua0RmloaChqtRpr67T1WK2trQkOzjgDbHBwcIbtU1JSCA3VJu9wcXHB09OTvXv3snXrVlQqFU2aNOHu3VfZKRs0aMCmTZs4fPgwP//8M8HBwTRu3JiwsLBM9Z09ezZmZmapW7kiWruqMLgccpkv9n3Bxpsb0QgN7Su257fPfqOhbUNdq/ZW0LVq19QyQNNKKDhlpML8uidnvzZmdCsnLEsYEBgZz7T9N/l85TmiE5LfIFFGRqYgkSSJUS2dmPm5KwoJtv39iG83+2hfPOnpQ4efoG4fQMD+EXBmSaayDPQMmN98fr4atxv/vcfQwNYkaAz5oMQJ1pQdgBEfpBqhL2NlDQyMMDIyxcDA8I3uyrJrnUxmxMbG4u7uzooVKzI93qRJE+bMmZNtmefPn6dz5850796df/75h+7du9OpUycuXryYX2q/tdx7GsMEb2243ZD3K9PCOYsYUR9PuLEbFEr4YgMYlcrz9ZdfWZ4aVzu/+Xz09fRzLetNJXOyE9ufnbI7z5YtJ/bMGSSVirIrlqNXqlSudc6JbjK5JLfLwvXq1RPx8fFCCCEiIyNT90dHR4uaNWvmSFZgYKAAxLlz59LsnzFjhnB2ds7wnCpVqohZs2al2XfmzBkBiKCgoAzPUavVwt3dXQwdOjRTXWJiYoS1tbVYuHBhpm0SEhJEVFRU6vbo0aN3zqVFo9GI9dfWC7eNbsLV01V8sP0D2fW4gNBoNOL7098LV09XUc/TTVyfaSnEsjpCJMWL+KQUseXCQ1Fn+lHhOG6/6LHuokiWXZOzpCi4oCUkJOjs2jmhKDyr4szh60HCaeIB4Thuv/h0xRnx7PmL/3eNRoijU7TufR6mQpyYk6WcJHWSGH58uHD1dBW1NtUSpx6dyrVOL92G6xpdFH9VriNuOruI7Y5uopFb7XQucvCRAAS4Z+muLLvWFQ2Ken8FxO7duzM89uDBAwGIK1euvFFOp06dRJs2bdLsa926tejSpUu2dSnqz6ogiEtMEa0WnRSO4/aLLj+eFynqLNyKg28IMb2Mdnw6syRfrn/q0Snh6ukqXD1dxZGHR/Ik69WY0+rFmJPzkIrsyIg6dFjcdHYRN51dROS+/XnSWSb3FIor8vHjxzEwMADAzMwsdX98fDzr1q3LkSxLS0v09PTSrc4+ffo03arsS2xsbDJsr1QqsbCwyPAchUJBvXr10qzY/hcTExNq1KiRZRtDQ0NMTU3TbO8ScclxjDk1hkU+i1JXaXd/tlt2PS4gJEliSqMpNLJtRDwaBtla8yjqPpyci0pfj64NHNnQqx4qfQUn7zxjxu+y+19Rp3Hjxun23bmT+7qlMkWTVtVt+LVfQ8yN9fnnUSQdV5/jQWis1p3vIw/4aIq24Z+z4OS8TOXoK/RTV26TNckMPzGcww8P50qnl3VlfRJ+oNejlkSoFdRQJbHC0pz5U2a8KENxGBgFHAFaAsos3ZVl1zqZwiSzULTMQtdADiEDWHniHn4hz7EsYcjSr2qip8jEuzIpDnb1gZQEqPwRNBqa52uHxIYw8Yy2dnVn5860dGyZJ3n5UTLnTTIS790jaII26V7pXr0wa/dJnnSWKRxybdgmJCQQERGRbn+ZMmWoXbt2jmQZGBhQp04djh49mmb/0aNHM5wAAjRq1Chd+yNHjlC3bl309TN2bRBC4Ovri61t5inNExMTuXXrVpZt3mX8o/3peqBratbjHxr8wMymMzE1eLeM+8JGX0+fRS0W4VLahXCFxECbMoSeX55aF7NGWTOWdK4JgOe5h2w6/1Bnuspkzv79+1mwYAGxsbE8efIkzbEvv/xSR1rJFCR1HM3xGtiYcqWN8A+Lo+Pqc1wOePHb2XQkfDRV+/nETDiZeW3Il8ZtK8dWJGuSGXNyDDv8duRYn9eN0PvSMuYYGZJiYoxRYCDfPY+khNSC12NloQ1w640xs7Jr3dtFfHw8e/fuZcGCBSxcuJC9e/cSH180MvFnFoqWWegaFGwIWUBAAJcvX063ZVbVQ1cMbFGJDrXsWfZVTcqUzKK0zuHv4dktMCkDn62BPMSTAqRoUhh7aiwRiRFULV2VMfXG5Eke5E9cf1Yy1M+f83jIUDRxcRg3aECZ0d/lWWeZQiInS8ERERFi0KBBwsLCQigUCqFQKISFhYUYPHiwiIiIyOUCs5Zt27YJfX19sW7dOnHz5k0xYsQIYWJiIh4+fCiEEGL8+PGie/fuqe3v378vjI2NxciRI8XNmzfFunXrhL6+vti1a1dqmylTpohDhw6Jf//9V1y5ckX07t1bKJVKcfHixdQ23333nfjzzz/F/fv3xYULF0S7du1EyZIlU6+bHd4Vl5ZzgedEo18aCVdPV/H+9vfFlZArulbpnSMkNkS03NlSuHq6inY/OYug+RWFuHM09fjKE3eF47j9ouKE38Wffk91qGnRRZf99f79+2LlypXC3NxcvPfee6JChQqiWbNmonPnzqJWrVqFrs+beFfGtsLgaXSCaLfstHAct1+4/HAwbf88veiVW/Kf87KUk6JOEVPPTU116Vvtu/pV5uVcEn/7tvBr2EjcdHYROxzdRElFZGp2Y2gpoE66LMdeXl7Cza22UKmMhdsLN2YZ3ZJf/fW3334TVlZWQpKkNJuVlZXYu3dvruWST67I+vr64tdff02zb8uWLcLQ0DDTcwoqhMzf318Yq1QvXPbTbsYqlfD398+T/ELnxp5XY9G9Y/kicqnPUuHq6Soa/NJA+Eflz/PIj0zsmcmo6VZbBAwcJG46u4g7Ld4XyWFh+aKzTO7JydiWbcM2LCxMODk5CRMTE9G/f3+xePFisWjRItGvXz9hYmIiXFxcRHh4eJ4UX7lypXB0dBQGBgaidu3a4uTJVzGbPXv2FM2bN0/T/s8//xS1atUSBgYGonz58mL16tVpjo8YMUI4ODgIAwMDYWVlJVq1apUujrdz587C1tZW6OvrCzs7O9GhQwdx48aNHOn9Lkz+zj4+K2pvqi1cPV1F9wPdxdNY2WjSFf5R/qLljg+Fq6eraPWziwiYXlqIP6YKkZIsNBqNGLXdVziO2y9qeBx6FdMnk0pR6K+vj22PHz8Wp0+fzvPLwYKgKDyrt4mYhGTRfd1F4Thuv6j8/e9ir2/gq4OnFr4Wczs7y7IaGo1GLL+8PNW4nX1xdr4Yt1dr1X5h3NYQJRWzBHyYJsb2ZcxsZrG4Y8aMyZMOMnkjP/rr2bNnhb6+vujYsaM4d+6ciIiIEBEREeLs2bOiQ4cOwsDAIN08Krvkl2Fbrlw5sWjRojT7Fi1aJBwcHLKtS36NbT4+PgIQW0D4vLZteWHc+vj45El+oRLhL8Tsctox6MjkfBF5NvBsatnCg/cP5otMIfInrj8zGSeHDBE3nV3ErRpuIu7qtXzTWSb3FIhhO3z4cOHq6iqCg4PTHQsKChI1atQQI0aMyJmmbwlv++TvzOMzqUbt0GNDRVJKkq5Veud58vyJ+MTrY+3q+VoXcXeGhRDr2ggRFSgSklPEx0tPCcdx+8WYnb66VrXIocv++uzZMxEaGlro180tb/vYpgsSk9Vi8C8+wnHcflF+/H6x+fxr3kGvG7d/THtjzcgtN7ekGrfTzk0Tak3eEselNW4rCCtjU6GvbyDc3eukmTBqVzpaplnp0BrBSnnlVofkR39t27at6N+/f6bH+/fvL9q2bZsr2fll2Hbq1CmdDm3atNFJ8qiXhq2PtiOkbj7FzbBNThTi54+0Y89PHwiRD/O8p7FPxXvb3hOunq5i6rmp+aBkWry8vIS7ex2hUhmnG6NyK+Pw7Nni5ota3xGveYDK6JYCSR61Z88eFixYkGEyJxsbG+bNmyfXEXsLORN4hmHHh5GkSeKDch+wsPnCPKVnl8kfbEvY4tl2I1XMq/BMqaS3rTU3gv+GDW0xTIpi2v9cAdhx6TG+jyJRR0aSVMTifd4VIiMjGTx4MJaWllhbW1OmTBksLS0ZMmQIkZGRulZPppAxUCpY2qUWXRs4IAT8sOc6q/68pz3YbBS0mqH9fHoBHJ2snSZnQteqXZneZDoSEjvu7GDs0bFc8rmU61g/lbMzVbZuRc/cHFeVIRfbtCT+2dN0MbPa2LQ2pI3F/RiQskzekp3SGjK65fz58wwZMiTT44MHD+b8+fPZlhcTE4Ovr29qfdoHDx7g6+ub+jcZHh6Or68vN2/eBMDPzw9fX9808bI9evRgwoskPgDDhw/nyJEjzJ07l9u3bzN37lz++OMPRowYkYM7lUnDHx7w+C8wNIMv1mlLk+WBl3G14QnhOJk7Mbbe2HxS9BX5Edf/uozpg7/F3HMjCMFRhZLjeazZK6MjsmstGxgYiEePHmV6/NGjR1nGN7zNvK2rGqcfn05dqR12bJi8UlsEiUyIFF/t/0q4erqKhhtcxeVZlkJs+ESIlCQxcvsV4Tpyu1j11Qhxq2YtcbNadRHzWnz5u0ph9tfCCOEoSN7Wsa0ooNFoxILDt4XjuP3Ccdx+sfzYnVcHL6x5tXJ7cPwbV2733tsr3Dy1pdfs+9gLpLzF+sXf9kuNub3/eQeR8h83eTe32i/cj19fsW0pwEGoVMYZysyP8hwyWZMf/VWlUmWZY+Thw4fCyMgo2/JOnDiRYfxpz549hRBCbNiwIcPjHh4eqTKaN2+e2v4lO3fuFM7OzkJfX1+4uLjk+O9IXrF9jeu7X403t37PF5FLfJYIV09XUX9LfXE/8n6+yCxIvLduFd6O5cVNZxex1eE9YaBoKY9PRYic9FdJiCxeB7+Gvb0927dvp2nTphkeP336NF26dCEwMDBXBnZxJjo6GjMzM6Kiot6K0j/RSdGs9l3N1ttbUQs1Hzp8yPz38lZIW6bgiEmKYcjxIfiE+GCkESwLeUq9Sp159LACYRs3YZySmNrW0NmZCt5eSHp6OtRYtxRmfx0xYgTHjh3jjz/+SOftEhwcTKtWrfjwww9ZvHhxgeqRW962sa0osvLEPeYf9gNgVEsnhn1YRXvg73Xw+yjt5wYDoM0cbZmgzOQcX8lq/9VICommZyLouy4QhYBbQDfAx8cnRxULEu7cIaBXb9Th4RhWrYrD+nUozc0B7cprx44dgQ/RrtQeAo4C7ri7K/H1vZROnrt7Ha5ds3xRWkMCBJLUGje38Azby+Sc/Oiv7u7ujBgxgt69e2d4fP369SxZsoSrV6/mRVWdk19j2+XLl6lTpw5bgKqv7c9tvyt0Qu/BTy0g6Tk0GQ4tp+VZ5KnHpxh8bDAA85vPp035NnmWWZAIIfi5eg2aadSEpljwpf8uQlKs5fGpCJGT/pptV+Q2bdowceJEkpKS0h1LTExk0qRJtGlTtP94ZbJGIzTsvrub9rvbs+XWFtRCTbuK7WSjtohTwqAEqz9aTWO7xqSo4eADS25PP0L8up8xTknkX1M7VjXpgVSyJIl+fkTu3KVrld8Z5BAOmTcx+P3KjG3jDMCio3dY+seLGur1+kL7ZdrPF9fAofFZuiU3KtWIR2seoVALzjQ1Z8e3Zamhl3aynRNUTk44bvREz8KCxFu3COjRk5TQUEDrvjdmzBjgJDAe8APcgX/w8JiYobz8KM8hU/D06tWL0aNHc+DAgXTHfv/9d8aOHZup0fsuYmlpibFKRTegzmtbN8BYpcLS0lKn+mVJUhzs6KE1ah2bwAeT8yzyScwTJpzWuo1/5fJVkTdqASJ++ZVmGjUpQuK7J4sISbFBHp+KL8rsNpw6dSp169alSpUqDB48GBcXFwBu3rzJqlWrSExMZPPmzQWmqEzBcjfiLh7nPLgWeg2ACmYVGF9/PI3tMq4jLFO0UEkGzIxuyYO1FykRmQgoSCmlpuy33zAkrC7/hsbT6H09au3dwLOlSzH9uC168gpcgRMUFET16tUzPe7q6ppl7UWZd4NBLSqjkCTmHLzN4j/uoNZoGNnSCalOT22DfcO0xq0Q0HZupiu30X9FM1j9iNUDy3KwYSmSlBJfrXkMKdlyzEqHYZUqOG7eRECv3iTevYt/9x44eG5A39qaefPm0bBhQ6ZNm4Wf3y2cna3w8PDONM7NycmFa9cOI8RIXq3YHsLZObemt0xBMHz4cM6dO0e7du1wdnamalXt/8/Nmze5e/cun332GcOHD9exloVPQEAA165dS5cXoVSpUvxx/DiGhobpzrG0tMTBwaGQNMwhQsDv38HTG9p6tV+sB71smwQZkqxOZvTJ0UQnReNq4crouqPzSdmCI+7yZULmzAFgUagZf8fXe3FEHp+KK9n+Ky5btiznz59n0KBBTJgwgZcezJIk0bJlS1asWJGvBa9lCo+zgWf57uR3xCbHYqJvwkD3gXzt8rW8SltMiDl7lqfzF5B4+zYlgBhzFZ5NkrhUVWJ90Hx+tf+ET0M/xENywcveAQIDCF21Guvx43St+luPpaUlDx8+pGzZshkef/DgARYWFoWslUxRZEDzSkjA7IO3WXb8HjGJaia1q6o1biUJ9g6Dv34EoYGP52dq3Nb1iWbp8gBGDnHgWF0zQocqkFbkPnGcYcWKOG7ZjH+vXiQ9eIB/t+44em5A396eDh060KFDh2zJ8fCYSMeOHZGk1gjRBkk6hBBH8fCQE0gVJRQKBTt37mT79u1s3bqV27dvA+Di4sKUKVPo0qWLjjUsfAICAnBxciI+MTHdMQVgYGiI3507bzRiAwICCH3h9fA6OjGAL2+Ef34FSaFNFlXSJs8iF/os5FroNUwNTFnYYiEGegb5oGjBkfLsGYHDR0BKCtE1auC5a6c8Pr0FZDvG9nUiIiK4e1frLlW5cmVKly6d74oVJ4pzHNrOOzuZeWEmaqGmnk095jabi5Wxla7VkskG6ufPCZkzhygv7cCrKFkSy2/7U+Lrzgw7PYpzwRcorVbzy5Ngyqj1WZHUDt8QJyac8QSlkop792JYsYJub0IHFGZ/7du3L/fu3ePo0aMYGKT9kU9MTKR169ZUqlSJdevWFageuaU4j23FlY3nHuKx9wYAneuWY1aHGugpJLi8GfYOBQTU6QWfLAbFq2ii/8b63ahmwpLhjiQZKoi5GcOvX/5Ko7qNcq1XcmAg/r16k/zoEUo7Wxw3bcagrH2OZHh7e7+2wlsVD4+JucpkKpMxcn/NPjl5Vm+Ko4U3x9IGBARQ1dmZuISEdMeMVSpu+fkVnnH7xBfWtQJ1Inzooc3Gnkf+8P+DkX+OBGDFBytoXq55nmUWJCI5Gf/evYm/5INB5UpU2L6dPYcPy+NTESUn/TVXhq1MWor6j0mSOonb4bcxNzTHpoQN+gp9NELDkstL2HB9AwDtK7ZnauOp8iptMSH2/HmefD+RlKAgkCTMu3bFcvCg1OQuMUkx9DrUC78IPyoIPTYH+GOm0XBVU4HrpytQK+g2JZo3p9yPa3R8J4VPYfbXx48fU7duXQwNDTMN4bh06VKR9XYp6mPb28oun8eM3fUPGgGfuNmyuFNNDJQK8P0V9gwCBNTsCp8uB4U2EVxGE2djJ2McRzqiZ6RHdbPqrP14LSUMSmRbD29vb6ZOncmdO7dxcnJh+oghVN++g6SHD9EvWxbHTRvRt7PL8hwPj4nZXtWVyRsF1V/j4+NJTk5Os6+4jwe5MWx9gNdN18to42nhzYZtkUkyFR8BP74HkQHg1Ba6/JrmBVluePT8EZ33deZ58nN6u/ZmVJ28G8oFTcjsOYRv3IjCxITyO3e+ky/5ixM56a95cqiPj48nPDwce/u0b21v3LiRZVyZTOFx7dk1vj/zPQ+jHwKgkBSUMS6DsdKY+1H3ARjkPogB7gOQ5JpdRR5NXBxPFywk4tdfAdAvVw67ObMxrlMnTbsSBiVY+eFKuh7oyoO4EIZXb8KP927gFv+Aq24VSAlWEHPyJGHr1mPRt48ubuWdQA7hkMkNX9Qpi4mBHsO2XeH3q0FExCaxqmttStX8GhT6sPtb8P0F1Mnw2WrQU+Lg4MAtP790ro734u6xyH8RN6Ju8O3Rb1ndcjWmBm82Sl5mPpakVggxnWvXDvO/Pn34bf16qm3bRrJ/AP49e+G4eRP6NjaZntOxY0e8vLxk47aYERsby7hx49ixYwdhYWHpjqvVah1oVbi8dB2+dSv/EghVJa1xXKhoNLB7gNaoLeUIn6/Os1GbpE5i9MnRPE9+Tk2rmgytNTSflC04og8eJHzjRgBs58yWjdq3jFz/Re/atQsnJyc+/vhj3NzcuHjxYuqx7t2754tyMrknWZPMSt+VdD/YnYfRDzHRN8FQzxCN0BAcG8z9qPsoFUpmNZ3FwJoDZaO2GPD8+Anut/801ag1//orKu7Znc6ofYm1iTWrPlpFCf0S+MT4M7pqfZKBbubHOVPVDYCn8+fzdPESZMeNgqNChQocPHiQ0NBQLly4wIULF3j27BmHDh2icuXKulZPpojStoYta3vWw8RAj3P/hvHZyrPcexoDbl9qY+IUSri2A7y/AXUKAA4ODtSuXTvN1qlpJ9a3WY+ZoRlXQ6/yzeFviEiIeOP1p06d+cJAPQSMQohDSFJLJi9diePGjeiXK0fyo0f49+xJcsjTLM+ZNm1WAT4pmYJg7NixHD9+nFWrVmFoaMjatWuZOnUqdnZ2bNq0SdfqFTgvPSDq1KlDt27d3nxCceDsErhzCPQMofNmMDLPs8gFlxZwM+wmpQxLMb/5fPQVRdvrL/HePZ5M/AEAi2/6YtqypY41kslvcm3Yzpgxg8uXL/PPP/+wfv16+vTpw68vJtzyJFm3/Bv5L11/78qaf9agFmraVmjL4Y6H+bvr35zodIItH29hfvP57P50N+0rtde1ujJvIOnxYx4NHMTjQYNIDgxEaWdLuXVrsZk8GYWJSZbnOpk7sfT9pRjqGfJnxE3GOtclGfiixnm2VvsQgLAffyR42jSERlMId/PuYm5uTv369alfv/47n5dAJns0d7Ji18DG2Jcy4mFYHJ+vOsupO8+g+ufQaZN29fbGbtgzADSZr6BVs6jG+tbrKa0qza3wW/Q90pfwhPAsr51VeR59GxscN3qib29Psn8AAb16kRIWJpf0eYvYt28fq1at4osvvkCpVNKsWTN++OEHZs2axS+//KJr9Qqc0NBQ4hIS2AJsebHvFlr345dbsfqrfngGjk/Xfv54Hti651nkoYeH2Hp7KwAzm87ExiTvCagKEnVMDI+HDkPExWHcoAFWI0boWiWZAiDXhm1ycjJWVtokQ3Xr1uXUqVP8+OOPTJs2TV790yEH7h+gy/4u3Aq/hamBKfPfm8+89+ZhZmiGJElYGlnibuVOm/JtKG9WXtfqymSBJi6O0DVruP9JO2JOnAClEot+/ai0fz8lmjTJtpz6tvVZ+v5S9BX6/JH0lPFly2MuRdCsxm2WuXdASBKRW7fxZPQYxH/iqGTyj9OnT9OtWzcaN25MYGAgAJs3b+bMmTM61kymKFPV1pTfhjShrqM5zxNS6LXhLybuvkZY2Y+g08YXK7c7tbG3WRi3TuZObGizASsjK+5G3KXfkX5Zrtw6ObkgSYeBly+q05a/0Lezw2HjRpR2tiQ9eEBAn77UquKc5TkyxYfw8HAqVNC6aJqamhIern0R0rRpU06dOqVL1QqVqkAzwBgyrFWrAFSGhtmuV6sT4zjmKezqq82o7v4V1O6ZZ5F3I+4y+ay27m0f1z68V/a9PMssSIQQBH0/kaQHD1BaW2O/aCGSMm/ljWSKJrk2bMuUKcPVq1dTv1tYWHD06FFu3bqVZr9M4aDWqFl0aRHjTo8jQZ1AI9tGeH/qTZsKRb84tkxaEu/dI3jGTO42b8GzJUsRiYkYN2hAxd/2UOa7USiMjXMss4l9E5a8vwSlQskRfQ3fl7HiA+lv3Kr4c7RePYRCQfSBAwQO6oMIf6SNxZHJN7y8vGjdujVGRkZcvnyZxBdlI54/f86sWbKbpkzWWJYw5Jd+DehctxwaAb9cDKDFgj9Z+6wqSZ+vBUkPrm7TlgTKou9WNKvIutbrsDSy5E7EHfod6UdkQmSGbT08JiLEESSpNbDoRRmMo3h4TExtY1DWHsf169GztCTRz48VZSww4o8sz5EpHlSsWJGHDx8CUK1aNXbs2AFoV3JLlSqlO8V0gANaA9SHV6u306dPZ8uWLezdvz9bpX4sLS0xVqkyNI6NVapsG8Y5RqMGr28gJhisXOCThZmWCssu0UnRjPxzJPEp8TSwbVAs4mrDfl7L8yNHQF8f+yWLUcpl9t5acp0V+fHjxyiVSmxs0rsenD17liY5WFEq7ug6c2hUYhRjT43l3JNzAPR17cvQWkPRe5EtU6boI9Rqnh85QsQvvxJ36VLqfv1y5bAaNhTTdu3yxRPiz0d/MvLESFJECq1iYpkVGoahgOdPDAk8UxqhkTB1iMOuSTxSaQewrAKWTmDlDE5twDgLF1qNBvx+h9A7kBQLSXGgNICqn4J9nbQ/puoUbTZXHXh36KK/1qpVi5EjR9KjRw9KlizJP//8Q8WKFfH19aVNmzYEBwcXih45Rddjm0x6LtwPY9q+m9wMigbAsoQBMyrfobXfD0hCo82W3H4pZJHh/n7Uffoc6kNYQhgupV1Y22otZoZm6dpltzxPwp07BHTvgToqitjy5RkU9JRrd27LJTMKmfzsr4sXL0ZPT49hw4Zx4sQJPvnkE9RqNcnJySxevJjhw4fnk9a64U3P6k2ZkHOTxVgndWxPzIaTc0DfGPr/qf0tzwMaoWH48eH8+fhPbE1s2dZuG6VVRTu0JubMWR717w8aDTZTPDB/B2sxF3cKrNxPcnIyrVq14scff8TJySnPir4t6HLy5xfux8g/R/Lo+SOMlEZMazKNNuXlVdrigkhKIvK33whbu5Zk/wDtToWCEu+/j3mXLpg0aYyUx6yF/+WY/zFGnxpNiiaFehgxOFiFJjYeVWASynOJICTMysdh2yAyrd1pag8994FFpfRCn/nBvuEQcD7ji1o6QY1OkBQDj/+GJ1fAsKR2Au7cNl/v703oor8aGxtz8+ZNypcvn8awvX//PtWqVSMhg9qGRQHZsC2aqDWCnZcesfz4PQIj4wH40uA8cxUrUaCByi3hS08wzLy0z/3I+/Q+3JvwhHCqlq7K2tZrs5UtOTPir98goFcvNDExmDRpQtlVK1EYGuZankzOKcj+GhAQwKVLl6hcuTJubm75KlsXZNew1Xl5nrzw73HY3AEQ8PlP4N45zyLX/LOGlb4rMVAYsOnjTVS3KNoVUJIeP+ZBxy/QREVh9kVHbKdPl8MliyE5GdtyNGPW19fn+vXr8h9FEUAjNGy5uYWvf/+aR88fYWdix+a2m2WjtpigiY8nfNNm7rVqTfCkyST7B6BnZobFwAFUPvYH5VauoESzpvlu1AJ86Pghqz9ajYm+CX8Tz3RnS+aWnUZ7q1nMqNsTtaQg6qExR6635Fj50Tys+DVxJmUhOpC4n9pw/MxZUtQv3B0TY+D4TFjdRGvU6htrY3jqfwtNR0GNL0FppF3FPTFDm5XR/ywkx0FMCGztAocnQkpSvt9nUcLW1pZ79+6l23/mzBkqVqyoA41kijN6Coku9R34c0wLlnSuSVVbU3YmNaJf0kjiMYB7R1Fv+FgbW5cJFUtVTJNQatAfg4hLjsu1Tkau1Sn3049IRkbEnj3L4yFD0bxwuZcpPhw/fpxq1aoRHR2dZr+DgwMffvghX331FadPn9aRdoWHzlyH8xNDU+0L6Tq98sWoPf34NKt8VwEwqdGkIm/UauLjteNQVBQqNzdsJk2S7Zd3gBy7In/33Xfo6+szZ86cgtKp2FHYqxqh8aH8cOYHzj45C0Dzss2Z3mQ65qq8p26XKVg0SUlE7thJ6I9rUD/TuiQprawo3acP5p2+fGOW4/zkdvhtBv4xkND4UGxNbBntNp9zt5UE/7aPIWc3oYfAq9J7rK3xKZZE8YvBTJwVjwkRpVhrOoRBZR9g/u9v2lVY0LoqfzwfSv3HpSohGm7+Bn4HwcQCytbXuiZf2QwXtD+S2NeBxsPApgaYV8hzbb2s0MUq5Lx589i4cSPr16+nZcuWHDhwAH9/f0aOHMnkyZMZMmRIoeiRU+QV2+KBEIJjt56y4IgfqpArrDOYj4X0nGiVPYafL8PQ+aNMz/UL96PP4T5EJ0VT36Y+Kz9ciUqpyrUusRf/4tGAAYj4eEzea0bZFStQGBjkWp5M9smP/vrpp5/y/vvvM3LkyAyPL1u2jBMnTrB79+68qKpzsvOsdOI6nN/EhYO+kXbLA4ExgXTa14nopGg6OXViUqNJ+aRgwSCE4MnYcUTv24eehQUVvHal1tuWKX4UmCsywNChQ9m0aROVK1embt26mPxnIr5o0aKca1zMKczJ36nHp5h0dhLhCeEY6hkyuu5oOjt3lt9CFXFESgpRe/cRumIFyU+eAKBvb49Fv36Yff6Zzlz2AmMCGXB0AA+jH2KhsmBj243YGJflxoatGC2cCcCBJl9yqnZr7JXP+T5sPGWTHqSRoSldCcWHk6DaZzmPmb39O+wZCAlRr/bpm2iNY8MSYGACxpbQeCjY1czbzb5AV8baxIkTWbx4carbsaGhIaNHj2b69OmFpkNOkQ3b4oVGI9h39QnbD//JrNiplFeEABBk2QTrjvNQ2LpmeN61Z9fod7QfscmxNLVvytL3l2Kgl3tj9ND8BdisW4chcFmhwHiKB5936pRreTLZIz/6q6OjI4cOHaJq1YwzWd++fZtWrVoREBCQF1V1jjy2ZZ9EdSI9DvbgZthNaljWwLONZ57Gh8IgfNNmQmbNAj09HDasx6R+fV2rJJMHCtSwff/99zMXJkkcP348J+LeCgprgDz35BwD/xiIRmhwMndibrO5VDavXGDXk8k7KWFhRP/+OxFbt5H0QGsQKq2ssBw0kFIdOyIVgZWMiIQI+h3ph1+EH7YmtmxquwkbExvC1q3n6fz5ANjNnYPZ//4HsWEkb/ocQm5yQF2PreoPuKyoToMKFjR3sqJxJUucrEug1MvBimtkAJxZAk8uw9NbkJJBvKmeIbRbBLW65fl+C3NCc//+fSpUqJD64ikuLo6bN2+i0WioVq0aJUpkHgNZFJAnf8WTFLWGfRdvknRsDp+nHMBAUqNGwfMaPSnVbro2vv0/+IT4MODoABLUCXzk8BHzm89Hqch5OQxvb286duxIQ+P3WGkfhpFCzZ8xMdgsWigbtwVMfvRXlUrF9evXqVw547nFvXv3qFGjBvHx8XlRVefIY1v2mXp+Krvu7KKUYSl2tNuBbQlbXauUJXF//41/7z6QkoL19xMo3aOHrlWSySMFatjKpKcwBsiHUQ/5+sDXPE96TtvybZnRdEaRf2P2rqJJTCTmxJ9E7dlDzOnToNbWltQzM8Oif3/Mv/4KhVHe3ILym7D4MHod6sXD6IeUNy2PZxtPLIwsCJo9m8iNm9DoSYRO7U+TDkNQIiHUSey/GcHcQ7d5HJF2gmOoVFDV1pTqdqZYmBhgYqikhEqJi01JajuYZ+1doE6B8H/hedCLzMqxcN0L7hzSHq7dG72P54Iy9yvchTmh0dPTIygoiDJlygDQuXNnli1bhrW1dYFeN7+QJ3/Fm6QUDXuOn8bs7ExaSxcBeG5QBsNPF2Hg2j5d+3NPzjHk2BCSNcm0q9iOmU1nopByFhbg7l6Ha9csEeIQDY0vsMp+ICpFIj4KPb72vSy7JRcg+dFfK1WqxIIFCzLNZO3t7c3o0aO5f/9+XlTVOfLYlj323NvDpLOTkJBY89EaGts31rVKWZIcEsKDjl+gDg3FtF077ObPkz0a3wIKxLA9fvw4Q4YM4cKFC+mERkVF0bhxY9asWUOzZs1yr3kxpaAHyOikaLr+3pWH0Q9xt3JnXet1GOrJ2SaLGiIlhchdXjxbvhx1WFjqflWNGph9+ilmn3+GXhFeoQuODabHwR4ExQbhbO5M92rd+dn3Rz7d+pBmNwQJ+rCrXSnKd+7N/5w+o4xxGYQQ/Psshj/9nnHyzjN8AyJ5npiS6TUcShvzWS172lS3wVBfQYpakKzWEBGXREh0IiHRCYTHJqHWCFI0GlLUgmfR8TQN8qRn4lYUkiCwpDtW3/6GQYncxZQX5oRGoVAQHBycati+nhG5OCBP/t4OnkTGs23rRjoGLcRRoU0oFW7dmNKfeIBDwzRtjwccZ9Sfo1ALNZ2cOvFDwx9yNDE0MjIhIWE6MAqARsbnWGnfH5VCTYn338d+6ZJib9x6e3szdepM7ty5jZOTCx4eE+nQoYOu1cqX/jp06FD+/PNP/v77b1SqtLHW8fHx1K9fn/fff59ly5blh8o6Qx7b3oxfuB9dD3QlUZ3IoJqDGOg+UNcqZYkmKYmA7j2I/+cfDJ2dKb/1VxTGxrpWSyYfKBDD9l1JKJAbCnKATNGkMOTYEM4+OYuNiQ1bP9mKpVExyMb3DiGEIPbUKULmzyfp3r8AKG1stMbs/z7FsFIG5XGKKP7R/vQ82JOwhFeGuZXSnB9262F7XVtr1c8e1rfSw6CqC03tm9LIrhEupV0wMzRDoxE8DIvlWmAUd0Ke8zwhhZiEFCLjk7l4P4zYJHWudWuh8GWp/grMpDju6VUk+SsvqlbOuYH4thi2p06dYv78+fj4+BAUFMTu3bv57LPPUo8LIZg6dSo//fQTERERNGjQgJUrV1K9evYzWcqTv7cHIQRH/3lA0L7pfJXyGwaSti8mlHsPVespULZOatsD9w8w/vR4BIKe1XryXd3vsm3cvr5iCxIgaGTSnNVln2EAxd64felqLUmtEKI1knQYIY7g5eWlc+M2P/prSEgItWvXRk9PjyFDhuDs7IwkSdy6dYuVK1eiVqu5fPlysfE6yQx5bMuamKQYuvzeBf9of5rYN2HVh6ty7L1R2ARNmULktu0oTE2psGsnBsUlwZfMGykQw/ZdSSiQGwpygJz39zw239yMkdKIjW02UtUi4+cvoxvir17l2ZIlxJ7T1m/VK1UKyyFDMO/cCUlfX8fa5Y47EXfod6QfSeokerv2plvVbhgJJU83biB05SoUCUloJLjpIKHQCFRJICTwqWNK8Ac1sDYvi7WxNWWMy2BrYkvZkmWxNbElWS1x5EYIuy4H4Ps4BEmoMNDTQ6knYW5sgFVJQ6xNVViYGGCgVKCQJPQUEpYlDHG0MMahtDH3b1zE9VhPLIjirrDnYK01fN2iJpb6SaDQA6M3r+IWtitycHAwVlZWgNawvXr1KhUqVMiz7IMHD3L27Flq165Nx44d0xm2c+fOZebMmXh6euLk5MSMGTM4deoUfn5+lCyZPsYyI+TJ39tHbGIKngdOUfryCr5Q/In+CwM3pfoXKFtOgVLlAPC+643HOQ8A+tXox9BaQ7Nl3L4y/FoiRBsk6RBCHOXQ3Lk4/vIrIjGREh98QNmlS4rlGJmR4S5JrXFzC8fX95JOdcuv/urv78/AgQM5fPgwL6eIkiTRunVrVq1aRfny5fNJY90hj22ZI4Tgu5PfcdT/KDYmNuxst5NSqlK6VitLInbuJHjSZJAkyq1ZTYnmzXWtkkw+UiCGbWEkFFi1ahXz588nKCiI6tWrs2TJkixdm0+ePMmoUaO4ceMGdnZ2jB07lgEDBqQe9/T0pHfv3unOi4+PT+Nik9Pr/peCGiB3393N5HOTAVjYfCGtyrfKN9kyuUeo1Tz/4xjhGzcSf/kyAJK+Pubdu2M54Fv03oIfybjkOBSSIl3Zj+SQEJ7OnUf0gQMZnhdaErybKDjhJqHWezUJVkgKzA3NSVAnEJscC0DV0lVZ+v7SHCeiiAi4AZs+xTwllCeiNMYP44m4a4LKqQS2nv+88fzCXrFt27Ythi+yXu/bt48PPvggXTZ5b2/vPF1HkqQ0hq0QAjs7O0aMGMG4ceMASExMxNramrlz5/Ltt99mS648+Xt78Qt+zqo9x2gWuI4OitMoJIFaYYiiyVCkZqPAwIQtN7cw9++5AHR27syE+hPQU+i9Uba3tzfTps3Cz+8Wzs5V8fCYyOeff07M2bM8HjQYkZiI6ccfa+Pf9N4sryjxX1drLYtQqSYRHx+rK7WA/O+vERER3Lt3DyEEVapUwdz87SkpKI9tmfPLrV+Y89cclAolnm08cbdy17VKWRJ35QoBPXoikpOxGjEcy9fsAJm3g5z012ynPLS3t+fatWuZGrZXr17F1jb3mdK2b9/OiBEjWLVqFU2aNOHHH3+kbdu23Lx5M8N6YQ8ePODjjz+mX79+bNmyhbNnzzJo0CCsrKzo2LFjajtTU1P8/PzSnPu6UZvT6xYmPiE+AAyqOUg2aosAmsREIrfvIHzTJpIfP9bu1NfH7OOPsRwyGINy5XSrYD5irJ9xXIq+tTX2ixZSuldPEu/9i8LYGIWJMTEP7hH+81osn4XT/5CGHmcMuV3XktM1lPxtGkqCJjGNezPArfBbdDvYjdUfrcbJ3ClLfVI0KZx4dIKjD49SzrQc3fvtJn7T19jFPuJpdEkSwg0wCg/Pt/vPL3r27Jnme7duec/qnB0ePHhAcHAwrVq9GjcMDQ1p3rw5586dy9SwTUxMJDExMfV7dHR0gesqoxucbUqy5Nv/cfRmQ/rv2883cWtpyC04vYDky1vQbz2dbjW6olQomXVxFtv9thOeEM7sZrPfmOOhQ4cOGbrllmjShLLLlvJoyFCiDxxAMjbCdto0pAKsW53fODm5cO3aYYQYyasV20M4O7993lTm5ubUq1dP12rIFCJXn11lwaUFAHxX57sib9QmhzwlcNhwRHIyJVu2xCKbL21l3l6yvWJb0AkFGjRoQO3atVm9enXqvqpVq/LZZ58xe/bsdO3HjRvH3r17uXXrVuq+AQMG8M8//3D+vNYt1NPTkxEjRhAZGZlv182IgnrzJ4TgWMAxPnT4UM7qpkOEEDw/eJCnCxam1qDVK1WKUl06Y/711+i/iJ9819EkJhK5cxdhP/9MSkhI6n7DqlUx7Ned6PrOGBuYUNKgJLHJsQw9NpR/o/6lhH4JFrZYSAXTCkQlRRGdGE2KeJWA6kboDbb7bSck7pVMY6UxXat8QbMUiX/n/0z1WwouNUqh+4a7b9TzbXxT/98V23PnztGkSRMCAwOxs7NLbde/f3/8/f05fPhwhnKmTJnC1KlT0+1/m56VTHoSU9SsPXWf2ye2MkbahIPiGQApdvVQfjKPw8nPmHB6AsmaZOrZ1GNh84WYq3K/ehd96DCBo0aBRoN5j+5YT5hQbH7jMnO19vb2zjSTcGHxNo5tBYX8rNITmRBJp/2dCIoNoqVjSxY2X1ik+6UmKYmAHj2J9/XFoHIlym/bjl4JkzefKFPsyEl/zfZr0h9++IHw8HCcnJyYN28ev/32G3v37mXu3Lk4OzsTHh7OxIkTc6VwUlISPj4+aVYXAFq1asW5c+cyPOf8+fPp2rdu3ZpLly6RnJycui8mJgZHR0fKli1Lu3btuHLlSp6uC9pVjejo6DRbQSBJEh85flSkB5a3nXhfX/y7fEXgqO9IfvIEpbU1NlM8qHziOGVGjJCN2tdQGBpSultXKh/7g3I//Yjpx22RDAxIvHWL6FHfoxrggYWvP+aG5pQrWY6NbTdSu0xtYpJj+PZIfzpubslwzy+Yt64PP67qx5Rt/fn2SH+WXVlGSFwI5obmdK/WnaqlnLF+HEvIBk9uzFxP9VvaYeyhovjF6xU0/x07hBBZjicTJkwgKioqdXv06FFBqyhTBDBU6jH4gyp8P3oMS122MC+5M7HCEOWTvxE/f0Crf/azuslsjJXG/B38N5/s/oRfbv1Csib5zcIzwLRNa2xnzgQgYtNmni1dmp+3U6B06NABLy8v3NzCUakm4eYWXiSM2qLKqVOnaN++PXZ2dkiSxJ49e9IcF0IwZcoU7OzsMDIyokWLFty4cSNLmZ6enkiSlG5LSMigBrpMtlBr1Iw7PY6g2CDKlSzH1MZTi/zcM2TmLOJ9fVGYmlJu5UrZqJUBcuCKbG1tzblz5xg4cCATJkzIMKFAbrPkhYaGolar051vbW1NcHBwhucEBwdn2D4lJYXQ0FBsbW1xcXHB09OTGjVqEB0dzdKlS2nSpAn//PMPVapUydV1AWbPnp3hqobM24NISSF42nQid+wAQDIywqLfN1j07l3katAWNSSlkhLvvUeJ995DHRlJmKcn4Zs2k3D9Oo/6f4vSzhbTNm0xbduGJSV6c3zfMyx9HlAmKr2sWBM9giqaYlXOCdsEFRqvS/wv4BGaqPTZlU1T5P+Xl9jY2ADacfL1EJGnT59mOU4bGhqmxgPLvHvYmhmx8OuGXLxfhW92t+HLyHV00DsDVzZR98YePJsOYFLkZfwi7jDnrzns8NvB9w2+p4Ftgxxfq9Tnn6GJjyNk2nTC1vyIwtgEy/79CuCu8p/MXK1l0hMbG4u7uzu9e/dOEyb2knnz5rFo0aI0Se5atmz5xiR3bwozk8kZq/5Zxbkn51DpqVjcYjElDbKXYFBXRO7aReT27SBJ2C+Yj4Gjo65VkikiZNuwBW1m5AMHDhRYQoGcri5k1P71/Q0bNqRhw1c1+po0aULt2rVZvnx5Gpfp3KxqjBr1KnFEdHQ05d6i+Mp3HaFW82TC90Tv2weShNnnn2M1fDj61vLqbE7RK1WKMiNGULpHD8J++pnIHTtIeRJE+Pr1hK9fD0C119orSpZEr7Q5CmMTkv79F5PYJCpfC4drF4h7vZ2JCcb162PSsAHPooP589wvBH7gXKj3VpSpUKECNjY2HD16lFq1agFaD5WTJ08yd+5cHWsnU9RpUNGCTSM+Y+O5mnQ7upfxbMA16SFVj89jm11NdtfszfL7e7gfdZ9vjnzD55U/57u632FmaJaj65T++mtEfDxP5y/g2aJFKIyMKN29cOLQZQqHtm3b0rZt2wyPCSFYsmQJEye+qgO8ceNGrK2t+fXXX7NMcidJUuoLPJm8cSLgBD9d/QkAj8YeOJcu2r+l8deuETxtOgBWw4dR4r33dKyRTFEiR4btS/I7oYClpWVqWYzXyWp1wcbGJsP2SqUSCwuLDM9RKBTUq1ePu3fv5vq6IK9qvM0ItZqg718YtUol9osXYdqypa7VKvYoS5fGevw4rEYMJ+bUKaIPHCTmzz9RlChBiRbNKfn++5g0apSmmLomKYmEGzeIv3wFTWwMyjJlUJYpg76NDYZVqqSWCjEXAqchY4u821R+ExMTw71791K/P3jwAF9fX0qXLo2DgwMjRoxg1qxZVKlShSpVqjBr1iyMjY35+uuvdai1THFBX0/BN80q0rbGt4zdUY9K/tsZrdyB6RNfvgi6Sut6fVlWqgTb73qx+95uTj0+xfgG42nt2DpHfdGib180sXGErlpFyMyZKIyNKJXByp7M20duk9zBqzAztVpNzZo1mT59eupLvIyQE+NljH+0P9+f+R6Ar12+pl3FdjrWKGtSwsN5PGw4IimJEh9+iEX//rpWSaaIUSRSERoYGFCnTh2OHj2aZv/Ro0dp3Lhxhuc0atQoXfsjR45Qt25d9DOpjSeEwNfXN9U1LzfXlXl70Rq1E4n6bS/o6WG/aKFs1OYzCpUK01atKLtkMc6Xfahy+hR2M2ZQ8sMP0xi1AAoDA4xr1cKibx+shg3DvEsXSn7wAapq1dLUv3wZX/WucenSJWrVqpU6mRs1ahS1atVi8mRtibCxY8cyYsQIBg0aRN26dQkMDOTIkSPZrmErIwNgX8qIzd80psLHI2mrXswedWMkocH0r5+Z+JcXm2oMo4JZBcISwhhzcgwD/hiAf7R/jq5hOXQIpXv1AiDoh0lE/f57ts7z9vbG3b0ORkYmuLvXyXPZLJnC5eWiQk7DwV6Gme3du5etW7eiUqlo0qRJ6qJFRsyePRszM7PUTfay05b1G/nnSGKSY6hVphaj647WtUpZIlJSCBz1HSlBQRiUL4/dnNnFKqO6TCEhigjbtm0T+vr6Yt26deLmzZtixIgRwsTERDx8+FAIIcT48eNF9+7dU9vfv39fGBsbi5EjR4qbN2+KdevWCX19fbFr167UNlOmTBGHDh0S//77r7hy5Yro3bu3UCqV4uLFi9m+bnaIiooSgIiKisqHJyGjCzRqtQgcP0HcdHYRN6tVF1EHD+laJZkCQu6v2Ud+VjKvc+/pc9Fx1VnRY8JM8WhyRSE8TIXwMBWJu74RKy/OF7U31Raunq6i1qZaYsWVFSIxJTHbsjUajXgy2SN1DD4ybZpwc6stVCpj4eZWW3h5eaVp7+XlJQAhSa0ELHzxL+navUsU9f4KiN27d6d+P3v2rADEkydP0rT75ptvROvWrbMtV61WC3d3dzF06NBM2yQkJIioqKjU7dGjR0X6WRU0Go1GjDk5Rrh6uorm25qLkNgQXav0RoLnzRM3nV3ErVq1RcLdu7pWR6YQycnYlitX5IKgc+fOhIWFMW3aNIKCgnB1deXAgQM4vggIDwoKIiAgILV9hQoVOHDgACNHjmTlypXY2dmxbNmyNMkJIiMj6d+/P8HBwZiZmVGrVi1OnTpF/fr1s31dmbcbdUwsUXv2EPHLLyQ9eKBdqV24ANM2rXWtmoyMjEyRopJVCXZ824jNF+z47FA1Bqm30kvvMAbXdjDwXmk+aT6K2c+vc/bJOdb8s4ajD48yvcl0aljVeKNsSZKw8ZiMSIgn6re9WG/5BfMnZUhImM61a4fp2LEjXl5eqbGYU6fORJJaIcQhQEKIkUhSa6ZNmyUndiom5DbJ3X/5b5hZRsghZGnZcmsLBx8cRCkpWdhiIWWMi3YOkehDhwlfp83LYTdrFoaVK+tYI5miSrbr2MpkjlwPrXghhCDp3j0iduwkytsbTWwsoE1IZDtzBqZt2uhYQ5mCRO6v2Ud+VjKZ8Tgiju93Xyf67nlm66+lqkL74lk4NuFI7Y7Mur2J8IRwFJKCntV7MrjmYAz13mxYiJQU1rvVpLFGTaLGgMGBqzgX1xhJao2bWzi+vpcAMDIyISFhOjDqtbMXoVJNIj4+tgDuuOhT1Pvrf+ttCyGws7Nj5MiRjB07FtAmuStTpgxz587NMsb2dYQQ1K9fnxo1arD+RVLCN1HUn1VB8nfw3/Q70g+1UDO+/ni6Vu2qa5WyJPHff3n4ZSc0cXGU7tsH6zFjdK2STCFTIHVsZWSKM8mBgUR6eRM4diz3mrfgfvtPidi8GU1sLAYVKmA96QcqnzwpG7UyMjIy2aCsuTEbe9ej+xcd6a43l1nJXxEvDJD8z9Jqzxj2lKjNxw4t0QgNG65voPO+ztwMu/lGuZJSyYgHDzj6vDyGiiRW2A+mntHfCNEGP79bqe2cnFyQpMPAy3fzAkk6hLNz1YK5YZlcERMTg6+vL76+vsCrJHcBAQFIkpSa5G737t1cv36dXr16pUty16NHDyZMmJD6ferUqRw+fJj79+/j6+tL37598fX1ZcCAAYV9e8WOkNgQRp8cjVqoaVexHV+7FO1kguqYGB4PGYomLg7jBg0oM3Jkoesgx/IXL4qMK7KMTEGQcPMmTxcsJPbcuTT7JQMDTJo0wbxrV0waN5ITEMjIyMjkEEmS6FinLO85WeGx15qPrjVkov4vfKz3F+Z/r2euiRWtm/Rj2qOD/Bv1L11/78oA9wH0rdEXpSLz6UdFJxfGXFOzWGrB+yX+ZHXZAfR5XBLJ6ZXR6uExkY4dOyJJrRGiDZJ0CCGO4uEhTzqLEpcuXeL9999P/f6yVGLPnj3x9PRk7NixxMfHM2jQICIiImjQoEG6JHcBAQEoXvuNzk6YmUx6ktRJjDo5ivCEcJzNnZncaHKRTrwohCBowvckPXiA0sYG+0ULkZSFa7Z4e3u/GGdaIUTGYREyRQvZFTkfeJddWooqyYGBPF26lOi9+7Q79PQwcnPDuGEDTBo0xKhWTRRyvM07idxfs4/8rGRywu9Xg5j823Vc4n2Yqr+RytITACJcOzDd3ISjj08CUMOyBjOazKBiqYqp53p7ezN16kzu3LmNtbUt/v7/Yqj4iJV2gsYmgUSq1YSPGsknAwemOWfatFn4+d3C2bkqHh4T+fzzzwv3posQcn/NPu/is5p+fjo77uzA1MCUbe22Ua5k0c4MHfrjTzxbvBhJXx/HLZsxcncvdB3c3etw7Zplaiy/1jMkbViETMGTk/4qG7b5wLs4QBZVRFISz5YtI3zjJkRyMgCm7dphNWI4BmXL6lg7maKA3F+zj/ysZHJKWEwik/fe4OjVAIYrvRig3I8eGkRJO/Y37sXsB7/xPPk5BgoDBtUcRM/qPdm7Z+9rqyKtkaTDCHEER8eKRD8NYYOjI05Cg9LKCsdff8FALtWSIXJ/zT7v2rPafXc3k89NRkJi1UeraGrfVNcqZcnz4yd4PHgwCIHN1KmYd+6kEz3kWP6igRxjK/NOon7+nID+3xK2dh0iORnjhg0pv2sX9gvmy0atjIyMTCFgUcKQlV/XZkX3hmwy7smXiZO5r7FBev6E9odnsbtUQ5rZNSFJk8SSy0vofqA7U5bPeC3D8SiEOIQktaRUKXPC42Jod/4shlWqkPLsGQG9+5Ac8lTXtykjU2y4EXqDGRdmADC45uAib9Qm3rvHkzFjQAjMv/5KZ0YtyLH8xRHZsJV5K0gOCsL/667EXbiAwtiYsiuW47BhPUau1XWtmoyMjMw7R6vqNhwZ2Rzneh/xSdIsNqd8BID1X+tYce8fZtQYREn9klwPu46maxIWbW1BoX5xtpQmWZReqVKUW7cWfQcHkh8/5tE3fVFHRurmxmRkihHhCeGM+HMESZokWpRrQT+3frpWKUvUkZE8GjQYTWwsxvXrY/1a0jBd4OExESGOIEmtgUUvYvqP4uExUad6yWSObNjKFHsSbt/mYecuJN69q3VV+2ULJT/6qEgnRZCRkZF52zEz0md2hxpsGvA+my2G0TfpO0KFKYqQm3z6uwe77dvTzL4pkr6ETScfKk7sgYH1Q7SrIgfTrIrolymDw/p1KMuUIfHuPR4NGIgmPj7dNeUMpjIyWlI0KYw9NZbg2GAcTR2Z1XQWCqnoTvtFSgqBo0aRHBCAvr099kuXIOnr61SnDh064OXlhZtbOCrVJNzcwvH29n6nY/mLOkX3L1xG5g1okpKI3L0H/67dSHn6FMMqlSm/fRuqqrKLiIyMjExRoV750vw+rBn1WnflM808jqtrIqkTsT4xhxX+92gUWAl1nBrjSteoPO1zzJs3QYg/aN36wzRyDMqWpdzan1GYmhLv68vjESNScynAqwym165ZkpAwnWvXLOnYsaNs3Mq8kyy9vJSLQRcxUhqxpMUSShqUfPNJOuTp/PnEnjuPZGxM2VUrUZqb61olQGvc+vpeIj4+Fl/fS7JRW8SRk0flA+9aEgJdk/zkCRHbdxC5cyfq8HAAjOvXp+yK5ejJz1/mDcj9NfvIz0omv3kYGsuYnb5UeLybScotlJTiiVdLDDltwfH6JpSorp2SRPtAqb8M+OeCTzoZcZcvE9CnLyIhAdNP22M3Zw6SQvHOZzCV+2v2eduf1aEHhxhzagwAC5svpFX5VjrWKGsivbwImvgDAPbLlmLaqmjrK1O4yMmjZN461DExRO3/nUeDh3Dvo5aE/fgj6vBwlNbWWI0YTrm1P8tGrYyMjEwRp7ylCdu+bYxTm0G0V8/jjLo6RnqCdS1CWR5YhVjv/mhSlJjWgaSv4zgRcCKdDOPatbFfshihUBC9dx+TypbD3a02t25dR4jWaI1a+G+srozMu4BfuB+Tz00GoI9rnyJv1MZdvkLQlKkAWA4ZIhu1MnlCNmxliizq58+J9PLm0bcDuNuoMU9Gjybm2DHQaDBu0AD7pUupfOwPLAcMQGFgoGt1ZWRkZN45chPTqqeQ+KZZRdYO68AC67lMSe5BgtCnXZU/+Mt5ERU29ychUInSTMmwE8OYcHoCUYlRaWQcDQ9nfOBjALqamtL4iQHJyUnAJuQMpjLvKlGJUYw4MYL4lHga2zVmWK1hulYpS5KDgng8bBgkJ1OyVSssBw1880kyMlkguyLnA2+7S0thkxwcTPjGTUTu2IEm9lWdMIMKFSjZqhVm7T7BsEoVHWooU5yR+2v2kZ+VTFa8jGn9b/1ZLy8vOnTokC0ZKWoNw1fvw8//MUuMfsJV8RCAzTdSuPjZV5xW/41GaLA0smRq46m8V/Y9gFS3465mXfneejYAM5+W4peIS0jS+wjRBkk6hBBH35lkL3J/zT5v47NK0aQw5NgQzj45i30Je7Z9so1SqlK6VitTNPHx+HftRsLNmxi6uFD+119QGBvrWi2ZIkhO+qts2OYDb+MAqQsS/O4Qvn4dUb8fgJQUAAwqVcL0k48xbdUKg0qV5EzHMnlG7q/ZR35WMlmRcUxrKwwNLwJqnJxc8PCYmC0jd+WW3Sw/G8Rgi4sM1NuLUtKgNrbixgffMenxIe5H3Qegs3Nnvqv7HaVLahNEwSgGWaxkiOUKACY+fcZ9h/L4+d3C2bkqHh4T3wmjFuT+mhPexmc196+5bLm1BSOlEZvabsKltIuuVcoUIQRPvvuO6AMH0TM3p8Kunejb2+taLZkiihxjK1NsEElJRP3+O/7duvPgf/8j6re9kJKCcf36lPtxDRX378Nq0CAMK1eWjVoZGRmZIsSdO7cziGltS0JCQo6zEg/u9jnXVgxA8eEkOqmnc0djj17cM9z2j2eHsgLdnb8GYLvfdjrt60SVpk5I0mFAsCpsEJvCuwMwvYwVp+bPJj4+lsmTv2fKlBly6R+Ztx7vu95subUFgJlNZxZpoxYg7MefiD5wEJRKyi5bKhu1MvmGvGKbD7yNb/4KmuTgYCK2biNy1y7UYWHanQoFJVu1wqJvX4xquOpWQZm3Frm/Zh/5WclkRUYrttASiAQukdusxHdCnvP9jr/5KGQdA5T7AdDYuHGxxUh+uLqSp/FP0UOPx1sfE360FkLTFoV0kOnW1/ncrBSSvj4Pe/ak7ZjReXKTLm7I/TX7vE3PyifEh2+OfEOKJoVB7oMYWLNox6k+P3aMx4OHAGAzdSrmnTvpWCOZoo68YitTZNEkJRG6Zg3/tmmrzWwcFobSygrLQYOofPwYZZcslo1aGRmZd47cJGHSNR4eExHiCJLUGliE1qg9Bkx80SJ3WYmdrEuydVALIpr8QK+ksYSJkiiCr9LAayjelbrxkcOHqFFj+5Ut1X94irGlBzXcIqi6fDklPvoQkZyM5dq1OBm2eGF0j0KIQ0hSS6ZNm5Wvz0BGRpcExgQy8sRIUjQptHJsxbfu3+papSxJuHOHJ2PGAmD+9deyUSuT78iGrUyhEXP2LA8+/R/PlixFJCRgVLu2NrPx8WNYDRuKvo2NrlWUkZGRKXReJmG6ds0yxy68uqRDhw54eXnh5haOSjUJleovwB347EWL3Gcl1tdTMKFtVXr0+IavFPO5qHFBkRyD2b4RLAwOYVKtERgoDKCihoYr67Pq92V8/sUX2C9YgFGdOpgAP9pHY6sMeiExrZFdHF8kyMj8F49zHkQkRlC1dFVmNJ2BQiq60/qUiAgeDxqMJi4O4wYNsJ4wXtcqybyFyK7I+cDb5NJSEKSEhxM8fTrPDx4CQM/SEutx4zBt94kcNytT6Mj9NfvIz6pwyDgJU85deHXNqyzJLfM1K3FQVDyjtvpQ69FGRii9MJDUaIwsuPvBWMYEHuBB1ANAm1hqVJ1RGMYlc6xhI8oJwb+JFekWsIUoTanUZzp58vd5zuZcFJH7a/Z5W55VYEwgU89NZVqTadiYFN3FAZGURECfvsRduoR+2bKU37kDpbm5rtWSKSbIrsgyRYbYi3/x4H+faY1ahQLz7t2pdPAAZu3byUatjIyMDJklYcq5C6+u+e8KrptbeL6U2rE1M2JL/yaYthpPx5SZ3NI4oIgPw/n3cWwXtnxV5QtAm1jqi31fcC3xAQljRhOUnEwlw/v8WPZ/lFF+hBBH8fCYyNSpM18YtbKbskzxxr6EPT+1+qloG7VCEDx9OnGXLqEwMaHc6lWyUStTYMgrtvnA2/LmLz8RajWhq1YTuno1aDQYVK6E/bx5qKpV07VqMu84cn/NPvKzKhzelhXbwuDGkyjGbPubj8M3MVBvL3qSQFOqPBffH8nku78QHBuMnqTHqDqjKH0yButlyykBRAFRffvQeswYjIxMUksFvWIRKtUk4uNjM75wMUDur9lHflaFR/jGjYTMngMKBeVWr6JE8+a6VkmmmCGv2MrolOSQEAJ69SZ05UrQaDDr2IEKO3bIRq2MjIxMBvw3CZMktU5dXZRJS3U7M7yHvk9o/XF0SZrEY2GJIvIhDfeMwrt0M9o6tkYt1My/NJ/j1e5RZZ8Xhs7OmAEO6zfwbNlynKs4p5YK0pL7WGAZGZnMiTl1ipC58wAoM2aMbNTKFDiyYSuTr0QfPMiDT/9H3N9/ozA2xm7+fOxmzkRhbKxr1WRkZGSKJAXlwvu2otLXY8qn1RncqztdlYvYo26MJNSUPLWQOXcuMaH6NygVSo76H6X79XEkrZlGqS+/BCEIXbWKtWVtsVAcS/ciITIyQk4mJSOTTyT++y+Bo75LXeAo3aunrlWSeQeQDVuZfEEdGUngd6MJHDkKdVQUqmrVqODthVn7drpWTUZGRqbI06FDB3x9LxEfH4uv76ViZ9TqIstwC+cyeI9sw95K0xiWNIQoYYziyRU+2z2ZFsdjMJVMeRj9kK//6MUfX1XBdt5cJGNjTO7f57h7TbpWf4pKNQkHB23yqYCAysUqK7WMTFElJSKCRwMHoYmJwahuHWw9POS8KjKFQpEybFetWkWFChVQqVTUqVOH06dPZ9n+5MmT1KlTB5VKRcWKFVmzZk2mbbdt24YkSXz22Wdp9k+ZMgVJktJsNnLZmRwRc/oM9z/9H9G//w56elgOGkj5bVsxKF9e16rJyMjIyBQwuS1XlB/GsEUJQ9b2qIvGvj6tEmZzWu2KsT4sdnzKN4f/wUWvMsmaZOb9PY/xRgco9cvPGLq4oIyN5fvkRPxnTMfctKScTEpGJp8QyckEjhxFckAA+vb2lF22DMnAQNdqybwjFBnDdvv27YwYMYKJEydy5coVmjVrRtu2bQkICMiw/YMHD/j4449p1qwZV65c4fvvv2fYsGF4eXmla+vv78/o0aNp1qxZhrKqV69OUFBQ6nbt2rV8vbe3FU1CAsHTZ/CoXz9Snj7FoHx5ym/9Fathw+RBTEZGRuYdwNvbm65dewH6CBEKlE9jGGZmvOaldu9/Ze7Zs5vTP03j6taTfB3uwbTk7iQJPXpX0WOOz0nKnBVokjScfXKWz/8eTNjS0ZT6qgsAYT//zJjoCMroNaG4Z6WWkSkKhMyeQ9yFCyiMjSm7ahXK0qV1rZLMO0SRMWwXLVpE3759+eabb6hatSpLliyhXLlyrF69OsP2a9aswcHBgSVLllC1alW++eYb+vTpw4IFC9K0U6vVdO3alalTp1KxYsUMZSmVSmxsbFI3KyurfL+/t40EPz8efvklEb/8AoB5t25U2O2NkZubjjWTkZGRkSkMXhqnCQkNgDmAJdAR2I0Qbbh580amxmtuS+5kZhDfunWdhEc1eOLZnBV+PemU5EGgsKCSmZr9VoG4b69KwiMlMSKGb/4cxJEvymO3eBEKExNqqVR4l99OM5OTL66i22RSqYa7iSk16rdgx7YdOtFDRianRGzbRsSvv4IkYTd/HipnJ12rJPOOUSQM26SkJHx8fGjVqlWa/a1ateLcuXMZnnP+/Pl07Vu3bs2lS5dITk5O3Tdt2jSsrKzo27dvpte/e/cudnZ2VKhQgS5dunD//v0s9U1MTCQ6OjrN9q4gNBrCN27k4Rdfknj3HnqWlpT7+SdsfpiIwshI1+rJyMjIyBQSL41TOIK2dM4hoCUwC0k6hJ6efqbGa25r92ZmEOvpGSJJh9HEGfDMqy7HDn9K25hpnFC7Y6Sv4demR/nhqjuxFwzRoGHBpQVMM/oD6x1biLezw1xPw49lBzDGqhMGilYFmpVaCEFofCh/B11my/XdzDy5htG7vmfckq+YNPY9/P6YRv/aiWxqYceO6BBqTPFg/a71BaJLQXPq1Cnat2+PnZ0dkiSxZ8+eNMeFEEyZMgU7OzuMjIxo0aIFN27ceKNcLy8vqlWrhqGhIdWqVWP37t0FdAcy2SX24l8Ez5gJgNWIEZT88EMdayTzLqLUtQIAoaGhqNVqrK2t0+y3trYmODg4w3OCg4MzbJ+SkkJoaCi2tracPXuWdevW4evrm+m1GzRowKZNm3ByciIkJIQZM2bQuHFjbty4gYWFRYbnzJ49m6lTp+bsJt8CREoKgSNH8vzoHwCUaNEC25kzUGbynGRkZGRk3l60xul0XjdOoQ0wHiGSUasNMjFeJ+Hk5MK1a4cRYiSvave+eZU0o2sK0Qa1+nRqySQh2hDre4jbj/zo1n4GQ23PMFq5g57VdtM43Jyvfk9E3c6GI/5HuBd5j0XbVuHbcwTVHjykd+lrNCqRxK02A7OdwEujEYTGJvJvaBg3nz3gWWwEkXGRJMYGEpsQSlRKJHHJURhFh6GKe44qPgHTWA3WkQKbCKgfIbCOBH31fyW/SrazbM4K+nzRJ1v6FCViY2Nxd3end+/edOzYMd3xefPmsWjRIjw9PXFycmLGjBm0bNkSPz8/SpYsmaHM8+fP07lzZ6ZPn87nn3/O7t276dSpE2fOnKFBgwYFfUsyGZD06BGBw4ZBSgqmn3yCRf9+ulZJ5h2lSBi2L/lvxjQhRJZZ1DJq/3L/8+fP6datGz///DOWlpaZymjbtm3q5xo1atCoUSMqVarExo0bGTVqVIbnTJgwIc2x6OhoypUrl/mNvQUIIQieNp3nR/9AMjCgzPhxmH/1lZzlTkZGRuYdJSPjFA6gUqn49dftTJkyI1PjdfLk7+nYsWOqISpJh16skmYdY5uZQVytWnUmT/6eadNm4ec3CWfnqkRGKnm0ZRvzP5zNXzVdWGawgiqlQzlfSuKGTUu+i7zE/aj7dDr4NffC71E30I1p1jG4GIDjH8cY41oHq2+G4tC0Cc9iw3gWH05IzBOiYv8lNukxyZpw1MQg1HEYxyaiTNJgnCgwTgTLaKgQKSgTAdaRAqso0BNZ3hpqPYgyEUQaGBImleFZihWJxnr8EqPk/tXi6Y7ctm3bNPOs1xFCsGTJEiZOnEiHDh0A2LhxI9bW1vz66698++23GZ63ZMkSWrZsyYQJEwDtnOzkyZMsWbKErVu3FsyNyGSKOiaGx4MGaSti1KiB7cwZ8txQRmcUCcPW0tISPT29dKuzT58+Tbcq+xIbG5sM2yuVSiwsLLhx4wYPHz6kffv2qcc1Gg2gjan18/OjUqVK6eSamJhQo0YN7t69m6m+hoaGGBoaZvv+3gbC160jcscOkCTsFy+SXUxkZGRk3nE8PCZmYJwe49dftTV4hRCZGq+ff/45Xl5eaQzRl/tzfs1XMl8aSPAqHjficDJHAr6kbespzDPZSFu9v6l57kdWlXJlrI0T9xPv4DDIgUdPHRmTGMfwU/dxC0ikT0ocmjVzuf07RJeTKJkMVslglAhGSWCcKCj9XGvEKt5gtAJolCBM9FCUMEBlVhLDsmVRVXHBsGotDFxqom9rS83a9bl2yfKFq/VLw701bm66ifctSB48eEBwcHCasDJDQ0OaN2/OuXPnMjVsz58/z8iRI9Psa926NUuWLMn0WomJiSQmJqZ+f5dCyAoSoVbzZMxYEu/eQ2llRdkVy1GoVLpWS+YdpkgYtgYGBtSpU4ejR4+m+VE7evQo//vf/zI8p1GjRuzbty/NviNHjlC3bl309fVxcXFJl934hx9+4Pnz5yxdujTTFdbExERu3bqVaQbld5HoQ4d4umAhANYTxstGrYyMjIwMHTp0yNI4zc7x1w3R/Lhm5m1HwMWm/PS/oZyIvsAPehtwjrzOlv+zd99xVdVvAMc/57IuIEtRARmiJWJuTFNbao5cGZrmXg1XOdJyZM40rdSf5ShzpTkyMM1tw21DXKS4FRwgorI39/z+QG4iQ0DgcuF5v17nZZx7xnNOnC/3Od91/wJzHJzY4gAWlU4RA3zaS+Xl0xpanNJR8ybUug61rueeuarmJpjal8O0XDlMytlg6uKGuedTmLm6Yu7hjpmbO6aVKj62Jiu3xL20yaicyK5bWXBwcK775afrGpTdLmRF7c6C/xH7xx8o5ua4Lvoasxwqo4QoLiUisQUYM2YMffv2pVGjRjRt2pRvv/2WkJAQhgwZAqQ3Nbl58ybff/89AEOGDOHrr79mzJgxvP322xw9epTly5frm6FotVpq166d6Rz29vYAmdaPHTuWTp064e7uTnh4ODNnziQ6Opr+/fsXw1WXfPHHT3Drw48AcOjbl/L9+hk4IiFEXsXExDB58mQ2b95MeHg4DRo04H//+x/PPvusoUMTpcTjktOCJK8ZoyZfuHCOGjVqMmXKpEzHyM8xs9v2ftyr7PqzMzX/Gk/d5JPMjAyhc6IFAVoLKqTpKJ+kkGqhI7y6ht1W1bG6eQHT+PZEJFUgPOkPzMsn8eG0qWjKlcPUsQLmHh6YVKhQKM0v85O4lxb57YZWkH3KYheyohbp58/dZcsAcP70U5kVQ5QIJSax7dGjB3fv3mX69OmEhoZSu3ZtduzYgYeHBwChoaGZ5rT19PRkx44djB49mkWLFuHi4sLChQuzHZwgNzdu3KBnz55ERERQsWJFnnvuOf7880/9ecuy5OBgbgwfjpqcTLmWLak8/iNDhySEyIe33nqLf//9lzVr1uDi4sLatWt55ZVXOHv2LFWqVDF0eEJkkdF8OH3k4xkEBu6ma9eu+Pn55TtBzomDtTndWzWFFn9AyBEO7/+NsR/PICqxCWGx7bmfuA/4FfADlgBVgOUP9p6H9v5kZnUtnFiyU5CXAcbIyckJSK+BdXZ21q/PrRtaxn756boGZbMLWVGK+/NPQqdMAaDC0CHYdepo4IiESKeoGSMuiQKLjo7Gzs6OqKgobG1tDR1OoUiNiOBar96khISgfeYZPNZ8j8bKytBhCfHESuPzmp2EhARsbGzYsmULHTp00K+vX78+HTt2ZObMmY89Rlm5V6LkqFfPh8DA7PqY3uPkyWNFdl5/f3/GjPmI4OArgB3wGnAd+I30BNe32GIpqJL+vCqKwubNm+nSpQuQXsvq4uLC6NGj+fDDD4H06R8rVarEnDlzcuxj26NHD2JiYtixY4d+3auvvoq9vX2eB48q6feqJEu6fJlrb/ZEFxODbYcOuHzxuQwWJYpUfp7XElNjK0oOXVwc198dQkpICGaurrgtXSJJrRBGJjU1lbS0NLSPDORhaWnJoUOHst1HBlgRhpbTdD7nz08usnNmNH2+ffsWHh6exMfHERGxFlVVAA0wDbhWqvu7FpXY2FguXbqk//nq1aucPHmS8uXL4+7uzqhRo5g1axZPP/00Tz/9NLNmzcLKyopevXrp9+nXrx9VqlRh9uzZAIwcOZIXX3yROXPm8Nprr7FlyxZ+/fXXHMs1UXhS797l+rtD0MXEYNmwIc6zPpWkVpQoGkMHIEoWNSWFGyNHkXjmDCYODrh/twzTihUNHZYQIp9sbGxo2rQpM2bM4NatW6SlpbF27Vr++usvQkNDs91n9uzZ2NnZ6RfpgyaKg7+/P/Xq+WBpaQ2YAN+TPnUQ5HV+2yc5d9euXQkMdCQxcQYhIdW4cycMVX0G+AxFaQWcxsxsAnXr3sPfv3T3dy1sx44do0GDBjRo0ABIH0+lQYMGfPLJJwB8+OGHjBo1imHDhtGoUSNu3rzJnj17Ms1hGxISkqnMatasGRs2bGDlypXUrVuXVatWsXHjRpnDtojpkpO5MXwEKTduYObunj4CsjTvFiWMNEUuBKWlSYuqqoSOH0/Ulq0olpZ4rF4lgwGIUqe0PK95cfnyZQYNGsSBAwcwMTGhYcOG1KhRg+PHj3P27Nks22dXY+vm5lYm7pUwjMx9atsCO0nv32oFvIGi3EJV9xZZQpld02doDQQDFynpzY8fVpbKticl9yp/VFUldOIkojZvRmNrS9UNG7Co5mnosEQZkZ/nVWpshd6defOI2rIVTExw/d8CSWqFMHLVq1dn//79xMbGcv36df7++29SUlLw9Mz+C4mFhQW2traZFiGK0rRpnz5IancBY4A9wCuAObAad/fLRVpLmt70uS0PN32G9sAVwJ//mkIHFcn5hTAG97//nqjNm0Gjocq8eZLUihJLElsBwL3v13B32XcAOM+YQbkXXzRwREKIwmJtbY2zszP3799n9+7dOc4PLkRxyz6xfBVIRlFaY2/vUKRNf2vUqEl6LfF/TZ9hF2ALzKKom0ILUdLFHjzE7TlzAaj80YeUe765gSMSImeS2Aqid+zg9oNBGSqOGoW9r/QfEqI02L17N7t27eLq1avs3buXFi1a4OXlxcCBAw0dmhBAemKpKLvJmlh6F0tN6ZQpk0hv+twGmAe0BfYCXYB/UZS2DwaMmlSkcQhREiVdvcrNMWNAp8PO1xeHfv0MHZIQuZLEtoyL+/NPbn00HlQVh969qfDuO4YOSQhRSKKiohg+fDg1a9akX79+PP/88+zZswczMzNDhyYEkJ5Yquoe0vu1PpxYTiyymtKHB6uaNu1TKlasBAQAk4F7pE/vcx1F0cmAUaLMSouK4sbQYekjIDdogNPUKTICsijxZLqfMiwxKIgbw0egpqRg07YtlSdOkEJLiFKke/fudO/e3dBhCJEjX19f/Pz8HswhO470OWQHoChLi2RqncyDVc0gMHA3qnocAEVpjaq2e3Du3/Dzk4RWlE1qaio3x3xA8rVrmDo74/rVQjTm5oYOS4jHkhrbMir5xg1C3nkHXVwcVo0b4zJ3DoqJiaHDEkIIUcb4+vpy7dpF/Pw2Ua9eNbTaH4uspvTRwapUdReK0hoPj6eoW/ceWu1kqaUVZd7tOXOJO3wYxdISt8WLMHV0NHRIQuSJ1NiWQan37nF98Fuk3YnAwssL10Vfy1xkQgghDMrX1xdfX98iPUf6YFUzeHiwKlVtx+3bk7l27WKRnlsIY3B/44/cX7MGAJc5n6H1loHThPGQGtsyRhcfz/UhQ0kODsbUxRm3b7/F5KGJ0IUQQojSKrvBqmTUYyHSxf31N2EzZgBQcdRIbNu0MXBEQuSPJLZliJqays3RY0g8fRoTOzvcv/sOs8qVDB2WEEIIUSwyBqtSlLbAPBn1WIgHkoODufn++5Caim2HDlR4911DhyREvkliW0aoqkrolCnE7t+PotXiunQJFtWqGTosIYQQothkDFYl/WmF+E9aVBTXhwwlLSoKbb26OH86UwYTFUZJEtsy4s7ChUT5+YNGQ5V5X2LVoIGhQxJCCCEK1cNT+dSr54O/f9ZRlX19fTl58hgJCXGcPHksX0ltXo4vhDFRU1K4OXo0yVevYursjNvXX6PRag0dlhAFIoltGXDv+zXcXbIUAKepU7Bp2dLAEQkhhBCFK2Mqn8BARxITZxAY6EjXrl0LLfks6uMLUdxUVSVs1izijhxFsbLCbcliTCtWNHRYQhSYJLalXNQv27g9axYAFUe+j4PMaSmEEKIUymkqn+nTZxnF8YUobvfX/kDk+g2gKFT5fC7amjUNHZIQT0QS21Is9uBBbk2YAIBDnz5UGDLEwBEJIYQQRSN9Kp+2PDqVz/nzQUZxfCGKU+yBA9yePRuASh+MwaZVKwNHJMSTk8S2lEo4eZIb74/Uj25XeeIEGQhACCFEqVXUU/nIVEGitEi8cIGbo8eAToedry/lBw82dEhCFApJbEuhpEuXuP7uENSEBKyffx6X2bNQNPK/WgghROn131Q+bYB5QGtUdS9t2xZOTZRMFSRKg9S7d7kxdBi6uDisGjXCeeoUqfgQpYZkO6VMys2bhAx+Sz9ku+vC/6GYmxs6LCGEEKJI+fr6Mm7cOFR1HzAeuAjUY+7cuYUywJNMFSSMnS4piRsj3iPl5k3M3N2p8tVC+Y4oShVTQwcgCk/q3buEDH6L1Nu3MX+qOm5Ll6KxsjJ0WEIIIUSx2L37NxSl5YMBnhTSmwu3Zfr0Wfj6+j7x8X19fQvlOEIUN1VVCZ04iYQTJ9DY2OC2dAmmDg6GDkuIQiU1tqVEWmws199+h+Rr1zBzccF9+XIpsIQQQpQpMsCTENmL+OorordvB1NTXBf+D4tq1QwdkhCFThLbUkCXlMSNYcNJPHsWk/LlcVv+HWaVKxs6LCGEEKJYyQBPQmQVuflnIhYvAcB52lSsmzY1cERCFI0SldguXrwYT09PtFotPj4+HDx4MNft9+/fj4+PD1qtlmrVqrF06dIct92wYQOKotClS5cnPm9JoqamcnPMB8T//Tcaa2vcln2LhaenocMSQgghip0M8CREZnF//kXoJ58AUOHdd7Hv2tXAEQlRdEpMYrtx40ZGjRrFpEmTOHHiBC+88AKvvvoqISEh2W5/9epV2rdvzwsvvMCJEyeYOHEi77//Pn5+flm2DQ4OZuzYsbzwwgtPfN6SRNXpCJ00idjffkMxN8d18WIsn3nG0GEJIYQQBiEDPAnxn6QrV7jx/vuQkoJt+1epOPJ9Q4ckRJFSVFVVH79Z0WvSpAkNGzZkyZIl+nXe3t506dKF2Q8mkH7YRx99xNatWwkK+q/fzJAhQzh16hRHjx7Vr0tLS+Oll15i4MCBHDx4kMjISH7++ecCnzc70dHR2NnZERUVha2tbX4uu8BUVeX2jJncX7cuvb/EVwuxadGiWM4thDEzxPNqrOReCWE85HnNu7Jwr1Lv3uVajzdJuXEDy/r1cV+9Co2FhaHDEiLf8vO8loga2+TkZAICAmjTpk2m9W3atOHIkSPZ7nP06NEs27dt25Zjx46RkpKiXzd9+nQqVqzI4Gwmny7IeQGSkpKIjo7OtBS3Owv+l57UKgoun30mSa0QQgghjE5MTAyjRo3Cw8MDS0tLmjVrxj///JPj9vv27UNRlCzLuXPnijHqkk2XmMiNYcNJuXEDMzc3XBcvkqRWlAklIrGNiIggLS2Nyo8MeFS5cmXCwsKy3ScsLCzb7VNTU4mIiADg8OHDLF++nGXLlhXaeQFmz56NnZ2dfnFzc3vsNRamu8uXc/ebbwBwmjIFu44divX8QgghRFHy9/enXj0fLC2tqVfPp1DmoRUl01tvvcXevXtZs2YNgYGBtGnThldeeYWbN2/mut/58+cJDQ3VL08//XQxRVyyqTodt8ZPIOHUKTR2drh98w2m5csbOiwhikWJSGwzKIqS6WdVVbOse9z2GetjYmLo06cPy5Ytw9HRsVDPO2HCBKKiovTL9evXcz1+Ybq/YSPhn38BQKWxH+DwZo9iO7cQQghR1Pz9/enatSuBgY4kJs4gMNCRrl27SnJbCiUkJODn58fcuXN58cUXeeqpp5g6dSqenp6Zuohlp1KlSjg5OekXExOTYoq6ZLszfwExu3aBmRmuXy3EopoMKCrKDlNDBwDg6OiIiYlJllrS8PDwLLWpGZycnLLd3tTUlAoVKnDmzBmuXbtGp06d9J/rdDoATE1NOX/+PG5ubvk+L4CFhQUWBmjSEbVtO2HTpgFQ4Z13qPDWW8UegxBCCFGUpk37FEVpg6ruIn0e2tEoSlumT5+Fr6+vocMThSg1NZW0tDS0Wm2m9ZaWlhw6dCjXfRs0aEBiYiK1atXi448/pkUuXbKSkpJISkrS/2yILmTFIdJ/M3cftFJ0mTkD68aNDRyREMWrRNTYmpub4+Pjw969ezOt37t3L82aNct2n6ZNm2bZfs+ePTRq1AgzMzNq1qxJYGAgJ0+e1C+dO3emRYsWnDx5Ejc3twKd11Bifv+DWx99BKqKQ6+eVBw9ytAhCSGEEIXuwoVzqGpbIKPllIKqtuP8+aDcdhNGyMbGhqZNmzJjxgxu3bpFWloaa9eu5a+//iI0NDTbfZydnfn222/x8/PD398fLy8vWrVqxYEDB3I8j6G7kBWH+IAAQqdMAaDC0CHYvfaagSMSoviViBpbgDFjxtC3b18aNWpE06ZN+fbbbwkJCWHIkCFAevPfmzdv8v333wPpIyB//fXXjBkzhrfffpujR4+yfPly1q9fD4BWq6V27dqZzmFvbw+Qaf3jzlsSxP35JzdHjYK0NGw7d6Lyxx/n2lRaCCGEMFY1atQkMHA3qjqa9ORWRVF24eXlbejQRBFYs2YNgwYNokqVKpiYmNCwYUN69erF8ePHs93ey8sLLy8v/c9Nmzbl+vXrfPHFF7z44ovZ7jNhwgTGjBmj/zk6OrpUJbfJN25wY8R7kJKCTdu2VHzvPUOHJIRBlJjEtkePHty9e5fp06cTGhpK7dq12bFjBx4eHgCEhoZmmlvW09OTHTt2MHr0aBYtWoSLiwsLFy6kaz4nnn7ceQ0t4dQprg8bjpqcTLlWrXCZNQtFUyIq2oUQQohCN2XKJLp27YqitEVV26Eou1DVvUyZIn1sS6Pq1auzf/9+4uLiiI6OxtnZmR49euDpmfe+oc899xxr167N8XNDdSErDmmxsdwYOpS0+/fRPvMMLp/Nlu+JoswqMfPYGrOimg8t8exZggcMRBcdjVXT53BbulSGaxfiCZWF+QsLi9wrYSj+/v5Mnz6L8+eD8PLyZsqUSbz++uuGDqtEKy3P6/379/H09GTu3Lm88847edqnW7du3Lt3j99//z1P25eWe6WmpHB96DDiDh3CtGJFqv60CbNcxogRwhjl53ktMTW2IrOkixcJGTQYXXQ0lg0b4vb115LUCiGEKBN8fX1loKgyYvfu3aiqipeXF5cuXWLcuHF4eXkxcOBAIGtXtAULFlC1alWeeeYZkpOTWbt2LX5+fvj5+RnyMoqdqqqETptG3KFDKJaWuC5eLEmtKPOkrUIJlHT1KsEDB5EWGYm2dm3cvlmKxtra0GEJIYQQBiHz2pZeUVFRDB8+nJo1a9KvXz+ef/559uzZg5mZGZC1K1pycjJjx46lbt26vPDCCxw6dIjt27eXuRchEUuWEPWTH2g0VPnySyzr1H78TkKUctIUuRAUZpOW5Bs3Ce7Th9SwMCy8vPBYvQqTB4NeCSGeXGlpglYc5F6JkiBjXtv0KYDaoii7UdU9+Pn5lblkJjfyvOadsd+ryM0/EzphAgBOUz7BoWdPA0ckRNHJz/MqNbYlSEpoKCEDBpAaFoZ5tWq4r1guSa0QQogyLfO8tmNQ1V0oSmumT59l6NCEKHZxR48SOnkyABXefkuSWiEeIoltCZFyO5zgAQNIuXEDMzc33FeuwLRCBUOHJYQQQhiUzGsrRLrECxe48d77kJqKbfv2VBw92tAhCVGiSGJbAqRGRBAyYAApwSGYVamCx+pVMgCAEEIIQfq8toqyG8joOSXz2oqyJ+V2ONffHYIuNhbLRj44y7Q+QmQhT4SBpd67R8jAgSRfvYqpszPuq1dh5uJi6LCEEEKIEmHKlEmo6h4UpS0w78H8tnuZMmWSoUMToljo4uK4PnQIqaGhmHt6ps+UYW5u6LCEKHEksTWgtMhIQgYNJuniJUwrVcJj1UrMXV0NHZYQQghRYvj6+uLn50fduvfQaidTt+49/P39ZV5bUSaoqancGDOGpLNBmJQvj9u338j4K0LkQBJbA0mLjiZk8FsknTuHSUVH3FetwtzDw9BhCSFKidTUVD7++GM8PT2xtLSkWrVqTJ8+HZ1OZ+jQhMg3X19fTp48RkJCHCdPHpOkVpQJqqoS9umnxO0/gGJhgduSxZi7uRk6LCFKLFNDB1AWpcXGcf2dd0k8cwYTBwc8Vq7EopqnocMSQpQic+bMYenSpaxevZpnnnmGY8eOMXDgQOzs7Bg5cqShwxNCCPEY91atJnL9BlAUXD6fi2W9eoYOSYgSTWpsi5kuIYEbQ4aQcPIkGjs73FeuwOKppwwdlhCilDl69CivvfYaHTp0oGrVqnTr1o02bdpw7NgxQ4cmSgl/f3/q1fPB0tKaevV88Pf3N3RIQpQa0Xv3Ej53LgCVxo3Dtk0bA0ckRMkniW0x0iUlcWP4cOKPHUNTrhzu3y1DW7OmocMSQpRCzz//PL/99hsXLlwA4NSpUxw6dIj27dvnuE9SUhLR0dGZFiGy4+/vT9euXQkMdCQxcQaBgY507dpVklshCkHC6dPcGvchqCr2Pd+k/MABhg5JCKMgiW0xUZOTufn+SOKOHEWxssLt22+xrFPH0GEJIUqpjz76iJ49e1KzZk3MzMxo0KABo0aNomfPnjnuM3v2bOzs7PSLm/TlEjmYNu1TFKUNqroLGIOq7kJRWjN9+ixDhyaEUUu+cZPrQ4ehJiZi/eILOE2ahKIoj99RCCGJbbFRFDTW1g86/y/BqmEDQ0ckhCjFNm7cyNq1a1m3bh3Hjx9n9erVfPHFF6xevTrHfSZMmEBUVJR+uX79ejFGLIzJhQvnUNW2QMYXbgVVbcf580GGDEsIo6cmJ6OxtMTCy4sq8+ajmMpwOELklTwtxUQxM8Pl87kkXbwozY+FEEVu3LhxjB8/njfffBOAOnXqEBwczOzZs+nfv3+2+1hYWGBhYVGcYQojVaNGTQIDd6Oqo0lPblUUZRdeXt6GDk0Io2ZRzZOqGzegpqRgUs7a0OEIYVSkxrYYKSYmktQKIYpFfHw8Gk3mIt7ExESm+xGFYsqUSajqHhSlLTAPRWmLqu5lypRJhg5NCKNnWqECZk5Ohg5DCKMjia0QQpRCnTp14tNPP2X79u1cu3aNzZs3M2/ePJn/UxQKX19f/Pz8qFv3HlrtZOrWvYe/v7/8fgkhhDAYaYoshBCl0FdffcXkyZMZNmwY4eHhuLi48O677/LJJ58YOjRRSvj6+uLr62voMIQQQghAElshhCiVbGxsWLBgAQsWLDB0KEIIIYQQRU6aIgshhBBCCCGEMGqS2AohhBBCCCGEMGqS2AohhBBCCCGEMGqS2AohhBBCCCGEMGoyeFQhUFUVgOjoaANHIoR4nIznNOO5FTmTsk0I4yFlW95J2SaE8chP2SaJbSGIiYkBwM3NzcCRCCHyKiYmBjs7O0OHUaJJ2SaE8ZGy7fGkbBPC+OSlbFNUebX3xHQ6Hbdu3cLGxgZFUQwdTrGJjo7Gzc2N69evY2tra+hwDE7ux39K8r1QVZWYmBhcXFzQaKQ3Rm6Kq2wryb8vhamsXCeUnWstSdcpZVveSdlWuMrKdULZudaSdJ35KdukxrYQaDQaXF1dDR2Gwdja2hr8l74kkfvxn5J6L6Q2I2+Ku2wrqb8vha2sXCeUnWstKdcpZVveSNlWNMrKdULZudaScp15LdvklZ4QQgghhBBCCKMmia0QQgghhBBCCKMmia0oMAsLC6ZMmYKFhYWhQykR5H78R+6FyI+y8vtSVq4Tys61lpXrFAVTVn4/ysp1Qtm5VmO9Thk8SgghhBBCCCGEUZMaWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SW5EvVatWRVGULMvw4cMNHZpBpKam8vHHH+Pp6YmlpSXVqlVj+vTp6HQ6Q4dmMDExMYwaNQoPDw8sLS1p1qwZ//zzj6HDEiXQzZs36dOnDxUqVMDKyor69esTEBBg6LAKXVkpN8taeShlnchNWSjfykrZBmWrfDPmss3U0AEI4/LPP/+Qlpam//nff/+ldevWvPHGGwaMynDmzJnD0qVLWb16Nc888wzHjh1j4MCB2NnZMXLkSEOHZxBvvfUW//77L2vWrMHFxYW1a9fyyiuvcPbsWapUqWLo8EQJcf/+fZo3b06LFi3YuXMnlSpV4vLly9jb2xs6tEJXVsrNslYeSlknclJWyreyUrZB2SrfjLlsk+l+xBMZNWoU27Zt4+LFiyiKYuhwil3Hjh2pXLkyy5cv16/r2rUrVlZWrFmzxoCRGUZCQgI2NjZs2bKFDh066NfXr1+fjh07MnPmTANGJ0qS8ePHc/jwYQ4ePGjoUIpdaS03y1J5KGWdyE1ZLd9Ka9kGZad8M/ayTZoiiwJLTk5m7dq1DBo0qNQVYHn1/PPP89tvv3HhwgUATp06xaFDh2jfvr2BIzOM1NRU0tLS0Gq1mdZbWlpy6NAhA0UlSqKtW7fSqFEj3njjDSpVqkSDBg1YtmyZocMqcqW53CxL5aGUdSI3ZbF8K81lG5Sd8s3oyzZViALauHGjamJiot68edPQoRiMTqdTx48fryqKopqamqqKoqizZs0ydFgG1bRpU/Wll15Sb968qaampqpr1qxRFUVRa9SoYejQRAliYWGhWlhYqBMmTFCPHz+uLl26VNVqterq1asNHVqRKs3lZlkrD6WsEzkpi+VbaS7bVLVslW/GXLZJYisKrE2bNmrHjh0NHYZBrV+/XnV1dVXXr1+vnj59Wv3+++/V8uXLq6tWrTJ0aAZz6dIl9cUXX1QB1cTERH322WfV3r17q97e3oYOTZQgZmZmatOmTTOte++999TnnnvOQBEVj9Jcbpa18lDKOpGTsli+leayTVXLVvlmzGWbDB4lCiQ4OJhff/0Vf39/Q4diUOPGjWP8+PG8+eabANSpU4fg4GBmz55N//79DRydYVSvXp39+/cTFxdHdHQ0zs7O9OjRA09PT0OHJkoQZ2dnatWqlWmdt7c3fn5+Boqo6JX2crOslYdS1omclLXyrbSXbVC2yjdjLtukj60okJUrV1KpUqVMHcvLovj4eDSazI+RiYlJqRz+Pb+sra1xdnbm/v377N69m9dee83QIYkSpHnz5pw/fz7TugsXLuDh4WGgiIpeaS83y2p5KGWdeFRZK99Ke9kGZbN8M8ayTWpsRb7pdDpWrlxJ//79MTUt279CnTp14tNPP8Xd3Z1nnnmGEydOMG/ePAYNGmTo0Axm9+7dqKqKl5cXly5dYty4cXh5eTFw4EBDhyZKkNGjR9OsWTNmzZpF9+7d+fvvv/n222/59ttvDR1akSgL5WZZKw+lrBM5KUvlW1ko26BslW9GXbYZuCm0MEK7d+9WAfX8+fOGDsXgoqOj1ZEjR6ru7u6qVqtVq1Wrpk6aNElNSkoydGgGs3HjRrVatWqqubm56uTkpA4fPlyNjIw0dFiiBPrll1/U2rVrqxYWFmrNmjXVb7/91tAhFZmyUG6WtfJQyjqRm7JSvpWFsk1Vy1b5Zsxlm8xjK4QQQgghhBDCqEkfWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SWyGEEEIIIYQQRk0SW1HqDRgwAEVRGDJkSJbPhg0bhqIoDBgwIF/HPHPmDN27d6dixYpYWFjw9NNPM3nyZOLj4wspaiGEyJ2UbUKI0krKN1EQktiKMsHNzY0NGzaQkJCgX5eYmMj69etxd3fP17H+/PNPmjRpQnJyMtu3b+fChQvMmjWL1atX07p1a5KTkws7fCGEyJaUbUKI0krKN5FfktiKMqFhw4a4u7vj7++vX+fv74+bmxsNGjTQr4uJiaF3795YW1vj7OzM/Pnzefnllxk1ahQAqqoyePBgvL298ff3p3Hjxnh4ePDGG2/wyy+/cPToUebPn1/clyeEKKOkbBNClFZSvon8ksRWlBkDBw5k5cqV+p9XrFjBoEGDMm0zZswYDh8+zNatW9m7dy8HDx7k+PHj+s9PnjzJ2bNnGTNmDBpN5senXr16vPLKK6xfv75oL0QIIR4iZZsQorSS8k3khyS2oszo27cvhw4d4tq1awQHB3P48GH69Omj/zwmJobVq1fzxRdf0KpVK2rXrs3KlStJS0vTb3PhwgUAvL29sz2Ht7e3fhshhCgOUrYJIUorKd9EfpgaOgAhioujoyMdOnRg9erVqKpKhw4dcHR01H9+5coVUlJSaNy4sX6dnZ0dXl5eeT6HqqooilKocQshRG6kbBNClFZSvon8kMRWlCmDBg1ixIgRACxatCjTZ6qqAmQp3DLWA9SoUQOAs2fPUr9+/SzHP3fuHE8//XRhhiyEEI8lZZsQorSS8k3klTRFFmVKu3btSE5OJjk5mbZt22b6rHr16piZmfH333/r10VHR3Px4kX9z/Xr16dmzZrMnz8fnU6Xaf9Tp07x66+/0rNnz6K9CCGEeISUbUKI0krKN5FXktiKMsXExISgoCCCgoIwMTHJ9JmNjQ39+/dn3Lhx/PHHH5w5c4ZBgwah0Wj0bwIVReG7777j7NmzdO3alb///puQkBA2bdpEp06daNq0qX4UPiGEKC5StgkhSisp30ReSWIryhxbW1tsbW2z/WzevHk0bdqUjh078sorr9C8eXO8vb3RarX6bZo3b86ff/6JiYkJ7du356mnnmLChAn079+fvXv3YmFhUVyXIoQQelK2CSFKKynfRF4o6sON0IUQmcTFxVGlShW+/PJLBg8ebOhwhBCiUEjZJoQoraR8K7tk8CghHnLixAnOnTtH48aNiYqKYvr06QC89tprBo5MCCEKTso2IURpJeWbyCCJrRCP+OKLLzh//jzm5ub4+Phw8ODBTEPLCyGEMZKyTQhRWkn5JkCaIgshhBBCCCGEMHIyeJQQQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKMmia0QQgghhBBCCKNmaugASgOdTsetW7ewsbFBURRDhyOEyIWqqsTExODi4oJGI+/2ciNlmxDGQ8o2IURZJ4ltIbh16xZubm6GDkMIkQ/Xr1/H1dXV0GGUaFK2CWF8pGwTQpRVktgWAhsbGyD9j4mtra2BoxFC5CY6Oho3Nzf9cytyJmWbEMZDyjYhRFkniW0hyGiiZ2trK1/+hDAS0rT28aRsE8L4SNkmhCirpBOGEEIIIYQQQgijJomtEEIYicWLF+Pp6YlWq8XHx4eDBw/mun1SUhKTJk3Cw8MDCwsLqlevzooVK4opWiGEEEKI4iNNkYUQwghs3LiRUaNGsXjxYpo3b84333zDq6++ytmzZ3F3d892n+7du3P79m2WL1/OU089RXh4OKmpqcUcuRBCCCFE0VNUVVUNHYSxi46Oxs7OjqioKOmHJkQJZ6zPa5MmTWjYsCFLlizRr/P29qZLly7Mnj07y/a7du3izTff5MqVK5QvX75A5zTWeyVEWSTPqxCirJMaWyMXEhJCRERElvWOjo451uIIIYxLcnIyAQEBjB8/PtP6Nm3acOTIkWz32bp1K40aNWLu3LmsWbMGa2trOnfuzIwZM7C0tMx2n6SkJJKSkvQ/R0dHF95FCCGEEEIUIUlsjVhISAjeXl7EJyZm+cxKqyXo/HlJboUoBSIiIkhLS6Ny5cqZ1leuXJmwsLBs97ly5QqHDh1Cq9WyefNmIiIiGDZsGPfu3cuxn+3s2bOZNm1aoccvhBBCCFHUZPAoIxYREUF8YiJrgYCHlrVAfGJitjW5Qgjj9eg0Hqqq5ji1h06nQ1EUfvjhBxo3bkz79u2ZN28eq1atIiEhIdt9JkyYQFRUlH65fv16oV9DYVF1OsIXLCAlh8ReCCGEEGWLJLalgDfQ8KHF27DhCCEKmaOjIyYmJllqZ8PDw7PU4mZwdnamSpUq2NnZ6dd5e3ujqio3btzIdh8LCwv9nLUlfe7ae6tWc3fpN1x93ZfYw4cNHY4QQgghDEwSWyGEKOHMzc3x8fFh7969mdbv3buXZs2aZbtP8+bNuXXrFrGxsfp1Fy5cQKPR4OrqWqTxFgeb1q9gUcubtPv3uf7W29xZtAhVpzN0WEIIIYQwEElshRDCCIwZM4bvvvuOFStWEBQUxOjRowkJCWHIkCFAejPifv366bfv1asXFSpUYODAgZw9e5YDBw4wbtw4Bg0alOPgUcbE3M2NquvXY9+9O6gqEV99zfW33yH17l1DhyaEEEIIA5DBo0qBoMf8LIQwfj169ODu3btMnz6d0NBQateuzY4dO/Dw8AAgNDSUkJAQ/fblypVj7969vPfeezRq1IgKFSrQvXt3Zs6caahLKHQaCwucp0/DsmEDwqZOI+7wYa507ITTtKnYtmlj6PCEEEIIUYxkHttCYKi542RUZCHyT+Z6zDtjuleJFy5wa+w4ki5cAMC2cyecJk3C5KE+xkKUZsb0vAohRFGQGlsj5u7uTtD58zKPrRCizNPWqEHVnzYRsWgxd5ctI3rrL8T/+RdO06dh8/LLhg5PCCGEEEVMamwLgbwlFcJ4yPOad8Z6rxJOneLWR+NJvnYNALvXXqPyhPGY2NsbNC4hipKxPq9CCFFYZPAoIYQQpYplvXp4bvan/MCBoChEbdnC5U6diPntN0OHJoQQQogiIomtEEKIUkdjaUnljz7EY90PmFerRtqdCG4MH8GtCRNJe2gKJCGEEEKUDpLYCiGEKLWsGjTAc7M/Fd4anF57u3kzVzu/Rvw//xg6NCGEEEIUIklshRBClGoaCwsqjR2Lx9o1mFWpQsqtWwT360/4F1+gJicbOjwhhBBCFAJJbIUQQpQJVj4+eG7Zgl23rqCq3P1uOdd69iLp6lVDhyaEEEKIJyTT/QghhChxQkJCimQqM5Ny1rjMnInNyy8TOuljEs+c4apvV5w+noSdry+KojxJ2EIIIYQwEElshRBClCghISF4e3kRn5iY5TMrrZag8+efeJ5um1deQVunDrc+/Ij4v/4idNLHxB48hPPUKTItkBBCCGGEjKYp8pIlS6hbty62trbY2trStGlTdu7cmeP2/v7+tG7dmooVK+q33717d6ZtVq1ahaIoWZbEbL5MCSGEKB4RERHEJyayFgh4aFkLxCcmZluTWxBmlSvjvmI5FT8YA6amxOzaxZXOrxF35EihHF8IIYQQxcdoEltXV1c+++wzjh07xrFjx2jZsiWvvfYaZ86cyXb7AwcO0Lp1a3bs2EFAQAAtWrSgU6dOnDhxItN2tra2hIaGZlq0Wm1xXJIQQohceAMNH1q8C3gcnapDp+qy/UwxMcHx7bepun495p6epIaHEzJoMGGzZqGTl5xCCCGE0TCapsidOnXK9POnn37KkiVL+PPPP3nmmWeybL9gwYJMP8+aNYstW7bwyy+/0KBBA/16RVFwcnIqkpiFEEIUj9z65O6P3c/+G/uZ2XwmTtbZl/eWdWrj6e9H+Oefc3/deu5/v4a4Q4dxmT0Ly3r1ijp8IYQQQjwho0lsH5aWlsamTZuIi4ujadOmedpHp9MRExND+fLlM62PjY3Fw8ODtLQ06tevz4wZMzIlvtlJSkoiKSlJ/3N0dHT+L0IIIUShyK1PrrWdJfUWNyA6JRrfLb5MaDKBjtU6ZjtIlMbSEqdPPqHcyy9za9Ikkq9c4VrPXlQYNBDH995DY2FRHJcjhBBCiAIwmqbIAIGBgZQrVw4LCwuGDBnC5s2bqVWrVp72/fLLL4mLi6N79+76dTVr1mTVqlVs3bqV9evXo9Vqad68ORcvXsz1WLNnz8bOzk6/uLm5PdF1CSGEyCoIOP7QEpTDdrn1yY2LSmCS5yTqOtYlJiWGiYcmMmbfGO4l3svxvOVefJHqv/yCbedOoNNx97vlXH3dl8SzZwv1+oQQQghReBRVVVVDB5FXycnJhISEEBkZiZ+fH9999x379+9/bHK7fv163nrrLbZs2cIrr7yS43Y6nY6GDRvy4osvsnDhwhy3y67G1s3NjaioKGxtbfN/YUKIYhMdHY2dnZ08r3mQl3uV0QQ4NDSUyMhIIiIiiImJwcbGBkdHR+zt7XF2ds7XND35HRX5+PHj+Pj4EEB6X1z9esAH2LZtG2lqGrvv7+aQ7hA6dFhhRTebbvRo1CPXuGJ+/53QKVNIuxOBYm5O5Y8nYf/GGzItkChxpGwTQpR1RpXYPuqVV16hevXqfPPNNzlus3HjRgYOHMimTZvo0KHDY4/59ttvc+PGjVxHXH5USf9jkhYbh0k5a0OHIUSJUNKf15Lkcffq4QRUA2Q3PFPG+vxO05OfeWwfl9hamJmRkpKCDtC6a3F9xxWta/oggdFHotn10S68q+U8NFXq/fuETphI7L59ANi99hpOU6egsbTM07UIURykbBNClHVG1RT5UaqqZqo5fdT69esZMGAA69aty1NSq6oqJ0+exNnZuTDDNKjY/fu53Lo1sfv3GzoUIUQpk9EEeAbpyWt2TYF1wAzyP02Pu7s7DRs2zLIUZP7apAdJ7VrgcEgia6Zdpv2OO6BTsW1my5A/h3D01tEc9zd1cMB18SIqjhkDGg1RW7ZwrXsPki5dyncsQgghhCgaRpPYTpw4kYMHD3Lt2jUCAwOZNGkS+/bto3fv3gBMmDCBfv366bdfv349/fr148svv+S5554jLCyMsLAwoqKi9NtMmzaN3bt3c+XKFU6ePMngwYM5efIkQ4YMKfbrKyr31qwl7f59rr87hPAvv0RNSTF0SEKIUsbzwb85Tc/jmd1OReBxfXIz4nsuRWXOj7eZNPsqyeHJ3Eu5xzt732HqkanEJMdke2xFo8HxnbdxX7kSE0dHki5e5GrXbtzfsAEjbvgkhBBClBpGk9jevn2bvn374uXlRatWrfjrr7/YtWsXrVu3BiA0NJSQkBD99t988w2pqakMHz4cZ2dn/TJy5Ej9NpGRkbzzzjt4e3vTpk0bbt68yYEDB2jcuHGxX19RcV28CIc+fQC4u+w7gvsPICU01MBRCSHKoqCgII4fP55pebjcLihHR0estFr6kN70OGPpA1iY5jz4f42L8VyafIlW5VsB4HfRjy5bunDgxoEc97Fu0phqm/2xbt4cNSmJsKnTuPHee6Tev//E1yGEEEKIgjPqPrYlhTH0a4nevYfQSZPQxcZiYm9PlQXzsX7uOUOHJUSxM4bntaR43L3K6Nu6lvQkMqc+rhmfZye/fW9zEhISQmBgIN18fUlMTs52m5ziCwgIIM0ljalHphISk55od6zWkQ+f/RAHrUO2x1J1Ou59/z3hX86DlBRMK1XCaepUbFq2eKLrEKKgpGwTQpR1RlNjK56Mbds2ePr7oX3mGdIiIwkZ/Bb31qyVJnRCiCd29cG/OTUFzvh8Bln74Oa3721O3N3dcXZ2JjE5OVNf37UPbZNbU+VnnZ7lp84/0b9WfzSKhm1XtvHaz6+x/cr2bMtJRaOhwoABeG7cgHm1aqSGh3Nj2DBufjCW1Hs5TyUkhBBCiKIhiW0ZYu7ujse6H7B7rTOkpXH7008JnfQxuhxqN4QQIjcZTYAnk/7HJLumwBrQf96A7PvgFraH+/q+AFjkEp+lhQWOjo4AWJpaMvbZsax9dS1POzzN/aT7jD84nuG/DScsLizbc2lr1cLT348Kbw0GjYbo7du50r4DUduyT4iFEEIIUTSkKXIhMLbmP6qqcm/1asLnfg46HZb16uH69VeYVqxo6NCEKHLG9rwaUmHNYxsZGUmfPn1ybQrcsGHDfE3xk52cpv3ZDnQEZsyYgafnf0NZ2dvbU6dOHdxdXUGT+T1vSloKK/5dwTenvyFFl4KNmQ0fP/cx7au1z/H8CYH/EjppEkkXLgBg07YtTlOnYOqQfXNmIQqTlG1CiLJOEttCYKx/TGIPH+bmmA/QRUVh6uSE2+JFaGvVMnRYQhQpY31eDaGw7tXj5pkNCAjA0dFRPyfuo/LaDzcv52nYsGHmne6chx/7Q6f/gXuTLMe8EnWFyYcmczriNAAdqnVgUpNJ2JjbZBuDmpxMxLfLiFi6FFJTMXF0xHnGdGxaSN9bUbSkbBNClHXSFLmMCQkJ0Y9GesHSkvgpn6BzcSE1LIxrvfsQvXuPoUMUQpRSufVxzZgTN7u5cPPbD/dx0/5k8tt0uBMEK9vB759CWuYp0arZVWP1q6sZWm8oGkXD9ivb6bq1K3+F/pXt4RRzcyqOGE7VDRswf6o6aRER3Bg6jFsff4wuLi7P1yCEEEKI/JHEtgwJCQnB28sLHx8f/dKwQwea7t/HkYQE1IQEbo4cyZ1Fi6RvmBAl0OLFi/H09ESr1eLj48PBgwdz3Hbfvn0oipJlOXfuXDFGnC636XistFp9H1fIeS7cwj6PXpfFUK8nqDo4MBeWt4GIS5k2MdWYMqz+MFa3W41rOVdC40J5a89bTDw4kbsJd7ONxbL2M3j6+VF+4EBQFKJ+8uOKry8JgYH5uCIhhBBC5FXOE/yJUufhGpGHvywG6XT0DwnmxMhRmO7aRcRXX5N04SIusz5FY21tqHCFEA/ZuHEjo0aNYvHixTRv3pxvvvmGV199lbNnz+baRPf8+fOZmiVWNEBfend3d4LOn8+1/2xhjYz8uPNkobWD15fC021g22i4dRy+eQFaTIImQ8Dkvz+T9SvV56fOPzE/YD4/nv+RX678wv4b+xntMxrfp33RKJnfFWssLKj80YeUa/Eytz78iJTgEK717EXF996jwluDUUxMnviahRBCCJFO+tgWAmPp15KX/meely8TNn0GpKRg4eWF66JFmLtWMUzAQhQBY3leH9WkSRMaNmzIkiVL9Ou8vb3p0qULs2fPzrL9vn37aNGiBffv38fe3r5A5yzOe1Wg/rGFLfoW6s9DUa7sS//ZuV5631uXBlk2PX3nNDP+nMG5e+k14I2dGjOz+Uycyzlne+i0qChCp0wlZtcuACwbNMBp2lS0NWoUyaWIssdYyzYhhCgs0hRZ6IWGhnK1enWSJk5AtbMj6fx5LnXpwtVffjF0aEKUacnJyQQEBNCmTZtM69u0acORI0dy3bdBgwY4OzvTqlUr/vjjj1y3TUpKIjo6OtNS3PLVP7aw2bqw+ZmvmawOIcnUFkJPwbKWsGsiJMVm2rRuxbqs77CecY3GYWlqyd9hf+O71Zetl7dm25XDxM6OKvPn4TxrFhorKxJOnOCqb1fCv/wSXUJCcV2hEEIIUWpJYlsMHh6w6eElJCTE0KFl8oavLz4+PjTo1YtWxwP4NzEBJTaW2LHjuPzVV9LvVggDiYiIIC0tjcqVK2daX7lyZcLCsp9f1dnZmW+//RY/Pz/8/f3x8vKiVatWHDhwIMfzzJ49Gzs7O/3i5uZWqNeRmwL1jy0C2wPDWJP0Is1j57Df4qX0vrd/LoJFjeHsVnioHDTVmNLvmX5s6rSJuhXrEpsSy6RDkxizbwx34u9kObaiKNj7vk617dso90orSE3l7rLvuNKxE7G5/H8RQgghxONJU+RCkFvzn4wBm55kCovCktHUL0sfW9K/PAKZP1MUEpycKG9rB4BdV1+cpkxBY25eLPEKURSMsbnerVu3qFKlCkeOHKFp06b69Z9++ilr1qzJ84BQnTp1QlEUtm7dmu3nSUlJJCUl6X+Ojo7Gzc2t2O7Vk85jWxjSdCrr/g5h7q5zxCSm8rLmFPPLrcEh+Vb6Bk+3gfafg0PVTPul6lJZ+e9KFp9cTKqaipWpFW/XfZu+tfpiYWKR7blifv+dsJkzSb0VCoDda52pNH68zHsrCsQYyzYhhChMUmNbxApzCosnlVuNiPJgm0wjkqoqlqGhzA0PR1UUovz8Ce7bl5Tbt4stZiFE+rNrYmKSpXY2PDw8Sy1ubp577jkuXryY4+cWFhbY2tpmWoqTu7s7DRs2zLIUV1ILYKJR6PucB7998BKd6rmwT1eP56JnscrkDXQaM7i4BxY9B38uBZ1Ov5+pxpS3677Nug7rqFuxLvGp8fzv+P947efX+DX412xbvNi0bEn1X36hfP/+6SMnb9nKlY6diN61W1rICCGEEPkkiW0xeZIpLApLxoiha9euBWAG6Qn2WmB+Lvutun+P5PEfobGzI/HUaa527Ubc338XQ8RCCABzc3N8fHzYu3dvpvV79+6lWbNmeT7OiRMncHbOfnAjkVklGy1f9WzAFx2rYmdtydS412mdMIuzZrUhNQF2fQSrO8K9K5n2867gzZpX1zD7hdlUsqzEzdibjN43mrf3vM2F+xeynEdjbU3lCeOpun5d+ry3d+9yc9Qobo4ZQ1pkZDFdrRBCCGH8JLEtY9zd3fH2Tk+r2wO9HywvPGY/XZ06eG76EQsvL9IiIggZOIi7K1ZKrYIQxWTMmDF89913rFixgqCgIEaPHk1ISAhDhgwBYMKECfTr10+//YIFC/j555+5ePEiZ86cYcKECfj5+TFixAhDXYLRCQkJoX/rRhyb0YXovzdzKc2JDjHjmRj3JrGpGgg+DEuaw59LIC1Vv59G0dCxWkd+ef0X3q7zNuYac/4K+4s3fnmDmX/OJDIxMsu5LOvXx9PfH8dhQ8HUlJidu7jyWhfiHjM4mBBCCCHSSWJrYEFBQSViMKnQjHjIfkTS0NBQzN3dqbphPbadO0FaGuFz53Jz1GjSYuMMEbIQZUqPHj1YsGAB06dPp379+hw4cIAdO3bg4eEBpD+jD5chycnJjB07lrp16/LCCy9w6NAhtm/fjq+vr6EuwehkdCVZk5LEr38sZ+7acbiHB7POpDPt0uYRaFobUuJh13hY1gJuHMu0v5WZFe83fJ8tXbbQ2qM1OlXHxvMb6bC5Azuv7sxyPo25ORXffz+99rZqVVJv3yZk0GBuz56NLptxGoQQQgjxHxk8qhDkNmBDXgZsylBcg0llN1/kdqAzoMtmew2wdds2OnToAICqqtxfv57bsz9Ln++2Rg3clizGrIrMdytKPhlgJe/K+r3KrqxM0ZgwpUlXfmjWE42pCf3N9zHBfCMWqTGAAj79odUUsCqf5Xj/hP3DnL/ncP7+eQBe9XyVSU0mYWdhl2VbXXw8t+fOJXLDRgDMPNxxnjYN6+eeK6KrFcaurD+vQgghiW0hKOioyJbAJsCZ/xLdgIAAGjZsmGXbwpRdsp1x/pwS8Oziij9xghvvvU9aRAQmFSrg+tVXWDVsUKSxC/Gk5Mtf3pWVe5XTaMyhoaF07NgxU2IL6a1ZmlRwpdX45ZyLSKECUcyx/YlXkn9L38DSAVpOBp8BoDHJdMwUXQrfnf6Ob05/Q5qaRiWrSsxsPpOmLk3JTsy+fYR9MoXU8HAA7F5/nUofjpORk0UWZeV5LQvS0tJISUkxdBiijDEzM8PExOTxG5ZgktgWgsf9MXn4S1NQUBB9+vRhLen9WjPqZo+TPkJxcSS2uSXb2X2Byy2ulNBQrg8bTlJQEIqZGU4zpmPfpUsRRS7Ek5Mvf3lXFu5VbuWh1tycxOTkHMvFf44dIyi5AnN3nycmMZXGShD/s12Lc9LV9A2d6qZPDeSetZY18E4gEw5NIDg6GIA2Hm0Y1XAUbrZZ5w5Oi4nhzvz53F+/AVQVk/LlqTR2LHZdXkPRSI8ika4sPK+lnaqqhIWFESkDxwkDsbe3x8nJCUVRHr9xCSSJbSHIzx+T7Jq2QfEmtpC1hiIj4S5IXLr4eG59NJ6YByO2Vnj3XSqOfF++cIkSSb785V1ZuFf5nt+brC1ZImKT+HzXeTYeu44Jabxl8RsfmPlhnhqTvkPdN6H1dLDJPDVTfEo88wPms/H8RlRUTDWm9KzZk3frvptt8+T44ycIm/IJSRcvAWDZoAFOn0xG622IcfZFSVMWntfSLjQ0lMjISCpVqoSVlZXRJhfC+KiqSnx8POHh4djb2xvtDAqmhg5AGIa7u3u2fXmDHvNzdjRWVlT53wLuLFzI3aXfcPebb0i+dg2XOZ+h0WoLJV4hhChKGVOyPcrS3Jw+yclZ1ltptTg6OgLgWM6COd3q0rOJO59s+ZdvbrThp6QmfO7wMy0TdsPpDXBuO7SYAI3fAROz9GOYWTHpuUl0q9GNeQHzOHLrCGvOrmHLpS0Mqz+M7l7dMdOY/XfOhg3w9PPj3po13Fm0mIQTJ7jatRsOPXtScfRoTMpZF8WtEUIUg7S0NH1SW6FCBUOHI8ogS0tLAMLDw6lUqZJRNkuWGttCUJAa2/z0ZS0OISEh1Gn+DLER8egSMw8hlZ9BrSJ//pnQyZ9ASgraunVxW/Q1phUrFlXYQuSb1GrknbHcq5z6yDo6OurLrYL0o/UBtm3blu2b64eP/bA0ncqqI9f4fFcQiakqPiaX+F+573FNSq9lTbavjrnv4mybJx++eZgvjn3Bpcj0bT3tPBnXaBwvuGadkC0lLIzwuXOJ3pE+urK5hwdV5s9DW6tWlm1F2WAsz6vIXmJiIlevXqVq1ar6BEOI4paQkMC1a9fw9PREa4SVU5LYFoL8/DE5evQoLV9+mcQcagCKY1Tk7MQmx9Lt527odDpGuI/AVeuq/yynL3A5if/nH26MeI+0qChMXZxxW7oUbY0aRRG2EPkmX/7yzhjuVW59ZDPKVKDA/WgL8rIxJCSEZxo9j1WLt7H0bIiCjq4JmxlvuRlHrQ4VBaXJEGg1Gcwz17Km6dLwu+jH1ye+5n7SfQCaV2nOGJ8x1HDIWo7GHTnCrYmTSA0LQzEzo9KHH+LQp7c0YSyDjOF5FTnLSGyNNaEQpYOx/x4aTSfIJUuWULduXWxtbbG1taVp06bs3Jl1HsCH7d+/Hx8fH7RaLdWqVWPp0qVZtvHz86NWrVpYWFhQq1YtNm/eXFSXQEhICK+0bJltUmtpbs6vv/9ukKQWICwujFQlldCkUGZenckt+1s0bNiQhg0b5jsmq2efperGDenzMN4KJbhXb2IPHS6iyIUQZVnGXLNrSR/8LmNZC8QnJhIREZHrNhnlcU5zeBc0ptg71/nyx08Y+csX2MZF8ZNlV1qxlB8iaqCgwl9LYHFTuLI/074mGhO6e3Vnm+82+tfqj6nGlMM3D9NtazcmHZpEWFxYpu2tmzXDc7M/5Vq2RE1J4fann3JjxHukZlM7LYQQQpRmRpPYurq68tlnn3Hs2DGOHTtGy5Ytee211zhz5ky221+9epX27dvzwgsvcOLECSZOnMj777+Pn5+ffpujR4/So0cP+vbty6lTp+jbty/du3fnr7/+KpJryO3LVUJyMhYWFkVy3rx4yuEpfuz0I885P0dCagITDk5g5p8zSU7LmoTnhXnVqnisX4dVo0boYmO5/u673P/xx0KOWggh0mX0kXUEQoEH4xKzY8cOduzYAYD9g20ylozuIJbm5vQhvYY2Y+lD5n60BVELGH12HweWDaHv8W1Eq1ZMKjeVd3Tjibd0gshg+L4z/DQIIq9n2tfW3Jaxz45ly2tbaOPRBhWVrZe30sG/AwuPLyQpLUm/ramDA66LvqbypEkoZmbE/vYblzt0JNJ/M9IoSwghRFlh1E2Ry5cvz+eff87gwYOzfPbRRx+xdetWgoL+e+8+ZMgQTp06xdGjRwHo0aMH0dHRmWp+27Vrh4ODA+vXr89zHHlt/lNSRkTOTZoujSWnlvDN6W8AqOtYlwUtFlDRqmD9ZHXJyYR+/DHRW38BoPzgQVQaMwbFCDuki9JBmuvlnTHcq4fLVUfAC0gGdNlsqwXOk3Watfz2o81PTA+X6BudnmZU2+FYOD1FOeL5quIWXo7Zll6Da2oJzd+H5iOzNE8GOH3nNPMC5hFwOwCA6nbV+fSFT3mmwjOZtksMCuLWpEkknU3/22fV9Dmcp0/H3C3rNEKidDGG51XkzJibgA4YMIDVq1fz7rvvZmkdOWzYMJYsWUL//v1ZtWoVAwYMIDIykp9//tkwwYpcGfPvIRhRje3D0tLS2LBhA3FxcTRtmv2k9kePHqVNmzaZ1rVt25Zjx47pJ73OaZsjR47kev6kpCSio6MzLaWFicaEEQ1GsKjVImzNbTkdcZo3t7/JmbvZ14w/jsbcHJc5c3AcMQKAe8tXcOO990mLjSvMsIUQggggkfSkNttmxw+2eZSzs7O+68XDS2F3DXk67CJhaz6gV+1yJJuUY+CdnnTnM247+EBqAuyfA181gsCf4JF3znUr1mVl25UseHkBFbQVuBx1md7be7Po5CJS0lL022m9vfH88Ucqjf0AxcKC+KN/cqVTZyKWLUNNSXk0JCGEKBRubm5s2LCBhIQE/brExETWr19vsG52ouwxqsQ2MDCQcuXKYWFhwZAhQ9i8eTO1chgBMiwsjMqVM88ZWLlyZVJTU/UjY+a0TVhY5j5Mj5o9ezZ2dnb6xa0Q34SHhIRw/PjxLEtISEihnSMvXnR9kfUd1uNp50l4fDgDdg5g19VdBTqWoihUHDEcl88/RzE3J/b33wnu1YuUmzcLOWohRFkVROZ+sRlNkx9tdvxwX9on6Ueb15iy9NvVpdGtlg3b3n+eeq52/JPoRpPQMcwuN5Gkcq4Qcwv8BsPK9hB6OtPxFEWhlUcrNr+2mXZV25GmprH01FJ67+jNlagr/21nakqFt96i2tYtWDVpgpqYyJ0v53HVtyvxx08U8VULIQzJ39+fevV8sLS0pl49H/z9/YvlvBkvAx8+n7+/P25ubjRo0KBYYhDCqOax9fLy4uTJk0RGRuLn50f//v3Zv39/jsnto6NCZrS6fnh9dts8bjTJCRMmMGbMGP3P0dHR+Upuc5orNjQ0lBeaN891dM/ifOvlbuvOD+1/4MMDH3Lo5iHGHRjHhfsXGNFgBBol/+9E7Dp1xNzdjesjRpB04QJX3+iO69dfYWXg5tdCiOKXMf1OaGgokZGR+vUZE8PntRmwo6MjVlotfbIpN7PT55GfM/rRPsmUQY/GmltMGedzr2yD39BmrD4azIK9F/gmojarmMl8t0O8en8dSsgR+PYl8BkAraaApb3+GA5aBz5/6XNaebRi5p8zCboXRI9fevBh4w/p9nQ3/d8wcw8P3FetJGrLFsI/m0PSxYsE9+qF/RtvUHHMaEwdHPJ0z0o7f39/pk37lAsXzlGjRk2mTJmEr6+vocMSIt/8/f3p2rUritIGVZ1BYOBuunbtip+fX7H8Tg8cOJCVK1fSu3dvAFasWMGgQYPYt29fkZ9bCDCyxNbc3JynnnoKgEaNGvHPP//wv//9j2+++SbLtk5OTllqXsPDwzE1NdVPfJ3TNo/W4j7KwsKiQAM9Pe7LDqAfXCrLHLcPRvcs7uYcNuY2fN3yaxYcX8CqM6tYFriMc/fO8dmLn2Frnv8+PJb16uH5449cHzacpKAggvsPwGnyxzh0714E0QshSqLcpujRkN6UOK8v89zd3Qk6f56IiAiCgoLo0+fR1DWztWvX4u39XwmbMTjUk0wZ9GisD8f0qIeTYFMTDYOf96RzPRfm7jrHpoAbDLvekpqWPix3/YUqN3bAsRVwbge0/xxqdc50rHZV29GwUkMmHprIX6F/Mf3odA7fPMzUplOx19oD6S9v7bt0odxLLxH+xRdE+fkTuWkTMXv2UPGDMdh364aiMarGW4XK0ImAEIVp2rRPH/wu7wIUVHU0itKW6dNnFcvvc9++fZkwYQLXrl1DURQOHz7Mhg0bJLEVxcao/5qpqkpSUlK2nzVt2pS9e/dmWrdnzx4aNWqEmZlZrts0a9asSOLN+LITEBCQZQk6f14/eElOTegMxURjwgeNPmDW87OwMLHg4M2D9Nrei8uRlwt0PDNnZ6r+sBabtm0hJYWwT6YQNn2G9P8SoozIbYR4HTCD/6bqyQt3d3caNmyYKWHNafoeb2/vLP1on3TKoOxizYgpL/12K9pY8Pkb9dg8rBnezracS7Cj+aU+LKgynzSH6hAbBj/2hQ29IfpWpn0rWVXi29bfMrbRWEw1pvwW8hu+W305cONApu1MHRxw+fRTPNZ8j8XTT5MWFUXYJ1O49mZPEgL/zdN9BsM1cyxMD19D794DgHoPEoExqOouFKU106fPMnCUQuTfhQvnUNW2QEbLQwVVbcf580Xd8SKdo6MjHTp0YPXq1axcuZIOHTo80cjyQuSX0SS2EydO5ODBg1y7do3AwEAmTZrEvn379M0dJkyYQL9+/fTbDxkyhODgYMaMGUNQUBArVqxg+fLljB07Vr/NyJEj2bNnD3PmzOHcuXPMmTOHX3/9lVGjRhXZdeTny05J06l6J75/9XucrZ0Jjg6m1/Ze/B7ye4GOpbGyosqC+VQcNRIUhfvr1hEyaDCp9+4VctRCiJIqp5d4ngU8nqOjI1oLCzSQ7fQ9lhYWuX7JystLxaJ88djA3YEtw5szstXTmGoUFlyuzPNRMzhfYwiqxhTObYNFTdJrcXX/jfusUTT0f6Y/69qvw9POkzsJdxj+23AmH55MTHJMpnNYPfssnv5+VJ4wHo21NYmnT3Ote3dCJ08m9e7dXOPLqN0MDHQkMXEGgYGOdO3a1aiS20evITGxCXAKyJjDvngTASEKU40aNVGU3UDG4HMqirILL6/iqyIZNGgQq1atYvXq1QwaNKjYzisEGFFie/v2bfr27YuXlxetWrXir7/+YteuXbRu3RpI75/68ABLnp6e7Nixg3379lG/fn1mzJjBwoUL6dq1q36bZs2asWHDBlauXEndunVZtWoVGzdupEmTJsV+fcaiVoVabOi4gWedniU+NZ5Rf4xieeDyAs2VqCgKjkOG4LpoERpra+L/+Ydrb3Qn8cKFIohcCFHaubu7c/7CBbZu28batWszLdu2bePchQuZ+stmDM738LRweRUCbAd2PPh5x44d/PDDD2zfvv2JBvszN9UwunUNfh7enJpONoTGQ9vTLzKu/FckVGoASdGwbTSs7gR3M7ea8a7gzY8df6RfrX4oKPx86Wd8t/py6OahTNspZmaU79+f6rt2YvdaZ1BVIjf9xOV2r3Lv+zU5tp7J3MzROGs3H70G2AO0AjKuofgTASEKy5Qpk1DVPShKW2AeitIWVd3LlCmTii2Gdu3akZycTHJyMm3bti228woBRtTHdvny5bl+vmrVqizrXnrpJY4fP57rft26daNbt25PElqhy2lwqcKU10FQslNeW55vWn/DnL/nsPH8RhYcX8CVqCtMaToFcxPzfMdi07IFVX/cyPVhw0gJDiG4Zy+qzJ9HuRdfzPexhBBlm7u7+2PLsNz6+OZFCFATSHho3eTJk4H0t8XmFhacfyiJLojaVezYMqI5yw5c4es/LvHTDTu2aMay0PMv2txehknwIVjSDF4YC02Hg7kVAFpTLeOeHUdL95ZMPjyZ6zHXGfrrUF52fZmxz47Fw9ZDfw7TihVxmTMH+x49uD3zUxLPnuX2rFnc37iRSuPGUu6llzINppjezHEGWZs5Ti7wdRa37K4B2gPjSU8Edj1IBHKuhZbBpkRJ5evri5+fH9Onz+L8+cl4eXkzZYo/r7/+erHFYGJion9ZaGJiUmznFQKMqMa2LNAPLkXWJnQZI2kWhowvdT4+PlkWby+v7GsbkuPh1kn9j2YaMz5+7mMmNpmIiWLC1stbGbx7MBEJEQWassiienWqbtiAVePG6OLiuD5kKPe+/75ANcFCCOOQUz/Yq0V83kf7y659TDwPCwIOkp7U5tRHODEpKc/9g3NjYWrCiJZP8+uYl2j3jBMpOoWhl5/jpbjZHFXrQGoi/DET9auGcHwN6NL0+/pU9uGnTj/Rt1ZfTBVT9t3YR5ctXZgXMI/Y5NhM57Fq2JCqm37Eafo0TBwcSL58mRtDhhIyaBCJZ8/qtysJzRyfVPbXsBOtVotWO5m6de/h759zIlAammOL0s3X15eTJ4+RkBDHyZPHijWpzWBra4utbf4HGBXiSSmqZA5PLDo6Gjs7O6Kiop74QX6SmtS8On78OD4+PtmPvgwEBATQ8OEpeFQ1fV7FoF+g43xokHnU0SO3jjB231hiUmKoYFGB09NOcv9cVJbz5mWUUzU5mdDp04n6yQ8A++7dcZr8McqDAb+EeFKF+byWdkV1rwpzVOSCyCgDA0jvJxtCelkYn822uY2KnLG//rikv4yEbMrRQnDoYgQb/gnh0KUIIuOT6aw5wodmG3FV0v9m6Cp6o2k7E556JdN+VyKvMPefuRy+dRgAJ2snZj0/i2edns1yjrToaO5++y33Vn+f3iRZUbDr3JmKo0fxy5EjD0YQbo2qttPXbuaWCJY0/42CXLBrqFfPh8BAR/2os+mJcVvq1r3HyZPHijz+3EjZZtwSExO5evUqnp6eaB/MlCFEcTP230OpsS1hinNwqTwPgpKWDKlJ6f9uGQ47x0Naqv7jZi7N+KHDD1S1rcrdpLs4f1CFcS865Gnk0Ecp5uY4z5hBpQ8/BEUh8scfCRn8Fqn37z/5BQshSoSHR4jf9kh/2K3btulHii+uQfXcSX+xl1Fzu3bt2kwj1mc0b/7199+xNM9/d4vC8vzTjnzdqyEBH7dm64jnKf9cbzqq85mR0ptI1RrNnSBY25XktT3g3hX9ftXsq7HklSUsarUI13KuhMWFMXj3YOYdm0dyWnKmc5jY2lJp7Fiq7dyJbceOoKpEbdnC5Xav8nxICJvXraNu3XtZajeNZbTkjKaa2V1DXhh61FkhhBA5kxrbQmBsb0kfra3Qrye9tiHbmgadDg7MhX2z03/2fBHeWA1W5fWbxCbHMnz7cI5Hp/drfuOPe0xYG4pZmpr7sXMQ88cf3PpgLLr4eMzc3XFbshiL6tULeNVCpDO259WQSuu9KlAZ+NB+M4DJFH+NbXYi45P54a8Q/A//y5uJGxlgshszJY1UxYz4hu9i2+qDTOV0fEo8c/+Zi9/F9FYxXg5efPr8p3iV98r2+AmBgdyeM4eEYwHp5wMW3r1LkLMrn0z9GF9f30fmgm2LouxGVfeUyrlgpcZWFBVjrykTpYOx/x5Kja0RKkgf1iem0cDL46HHD2BeDq4egG9fhttn9JuUMy/He+7vcdvvNopOZVOL8rz1YVXu2hRs8ACbFi3w2LAesypVSAkJ4VqPN4mRSb6FEIUkL31qs5MxHVFB9y9M9lbmDG/xFDvHd6Zi1y9432ERB9LqYKqmYBvwNUmfexP500i4fw0AKzMrpjabyv9a/A8HCwfO3z/PG7+8wcSDE7kRcyPL8S3r1MFjzRqu9+nNteRk7IFPKlRgbKSOD3v21A+kZOyjJedVSRh1VgghRPaMZlRkkS63vmn57ZOWn9GX/+v764K22UKq//0xFpHB6Ja1QtP1O/DuCKTPp3jnlzvMCU7g2yFuHPeypteU6gxdEAw3kvJ2kQ/R1qhB1U0/cuP990k4FsCNIUNxHDECx2FDUTTyXkYIkfvYBECWz0JDQ9FaWNAnKWuZlNtAfaGhoenHA7Skj0nwqIxRkQtrsL+8MjfV0KVBFV6r/yZ/Xm7N/F1raB2+itqaa1j8uwrdv99z1/UVHFu9h1L1BVq6t6Ruxbp89vdn7L62m1+u/MLOazt5o8YbvFP3HRwt/4tfURTGbdrMuWvV6Wnfk/ccv8bHKh7/qtXYNnkqwVevoKq9MebRkvOqJIw6K4QQInvSFLkQFGfzn3wP/JSN/CbH2W1fwc6ajV0taOX2oK9ti4/hxbEcP3FCH5+dswULRrpz28kCs8Q0Ln17g33L9hWoeZ6anMztz+Zwf906AMq99BIuc+dgYmeX72OJsk2a6+WdMdyr3MozrYUFCpCQTQJraWHBJj8/nJ2dM63PaaC+kJAQaj79NAnJyVk+MwNSgBkzZtCgQQPq1KlTbP2Dc3My5D5/7NxEw5treElzWr/+frmnsWr5ARb1u+P/8xamLp1BXINorGqlTxlkbWbN23Xepk+tPliYWABgaWlNYuIMYAxOpqF8XGkmLW1+B+A2ClNumHAgzhw4R/pkSKnUq2dWJM1zZbqd7BnD8ypyZuxNQEXpYOy/h1Jja6QyBn4qiIyBW/I6+vLDU2N4A2mKhhntxjPC7mneOz+eYV734I+ZEH6Gij4T06csSkyE0CRMZlzBbZgb5Z4ph8f7Hvwe9zsN1AaZ5kbMC8XcHKdPJqOtU4ewqVOJ3b+fq290x/Xrr9DWqFHAOyGEMHaPlk8ZgkBfI5vTZ87Oznl+0RYREUFCcnKOLxUB2rdvXyz9avOqvrsD9d99h5C7fVj02+9UOLOKzhzAIfYibB3CrW3T8NsWwdmAhqTt7Uu5Wlup1O06VIMFxxew6cImxjYaSyv3VtSoUZPAwN2o6mjCUp0ZcetrWpV7galV7lEZlaWuqfwaY8pn4R9yK/UQ8Ctt235Y6NeUuT/vDAIDd9O1a9dS2Z9XCCFE/khbzjKqIKMvZyTT3mYW2KkqCeblmOvxNX4Vh6NqzODMZtx+H8b5k0f0I4r+feBvNvbYSKvyrQBYfWU1U45MISUtpUBx27/eharr1/3X7/bNnkTv2VOgYwlhbBYvXqx/i+rj48PBgwfztN/hw4cxNTWlfv36RRugAeU2ynueR4B/gvNozc2LvflxXrlXsGJ49460n7Ae/5f3sswsfRRlF10oP7RP4dKHIYxvl4T51Z+4OrMayi5TKllW4mbsTUbvG02fnX14c1K3LH1Lf4s9zN2pn/BTaiqpqsorNon84rmBd8vXRKtpxe7dvxX6tZSl/rxCCCHyRxJbAeRvQKpyyQms3DSVDse2APDB9eb8z2UuqtYebvyD687+NHQrp0+WG/s0ZkGnBUxoPAGNomHzpc0M+XUIUUlZ57rNC22tWlT9aRNWTZ9DjY/n5vsjubNwIapO9yS3QIgSbePGjYwaNYpJkyZx4sQJXnjhBV599dXHDhoXFRVFv379aNWqVTFFanwKY0C+n/z9S0Tz49zYas3o06Iegycs4mTXg8yNeJ5I1ZqqFqHMbvIZN8fWZFlPhYTfL/LL67/wbt13sTCx4PSd06xLWEer71tR+407aC3/myYnzdycTy5fwveaE8finbDUwMiKv7K96h2euhFc6OWyTLcjhBAiJ5LYGqnCHI0zo4+aj49PlsXby0s/YMrDTFUdg39bxt2dCzHVwIJLlRmm/YxUOw+IDIblr8DVzLVJvbx78VXLr7AyteLvsL/ps6MP16KuFShmUwcH3Jcto3z//gBELF7CjeEjSIuNLdDxhCjp5s2bx+DBg3nrrbfw9vZmwYIFuLm5sWTJklz3e/fdd+nVqxdNmzYtpkiNy+PKv7wmt4/21S3JNBqFl+tW54eDYVRd9jzvX/mIf9OqotWkMPipv/h3iAXX1nzAQA9fdnXdxaDag7A2s+a27jZq+1Q6/9iRVXu+4/XXX2fatE+BV7iU/Af9rv/OuFtzuZVigrNZMjMcHbnW7Q3iAwIKLfYaNWqiKLuBjOFBVBRlF15eT1IPnzNjmZ9XCCGEJLZGx9HRMb0PK+nzJWYsfch9NM/cPNxHLeChZS0Qn5hIZGQkkH0yHXt6D1NeKk95a3N2htnSOWEq8ZV9IDEK1vrCmc2ZzvWi64t8/+r3OFk7cS36Gj229mD1/tUFqiVRTE2pPGE8zp/NRjE3J/aPPwju2ZPk69fzfQ+EKMmSk5MJCAigTZs2mda3adOGI0eO5LjfypUruXz5MlOmTCnqEA0ut5d9uX32uPLv0bEISsIUP4VlypRJRIVu4uu1+6g3byDtA7pxNOVpLJRUaoWsw3RhXW4uH0lvm+bs7rqb4fWHU86sHGfvnqXvzr5MOjSJK3cuAq+SXoOqsD2mEx2u9uPLO3dIs7Ag8exZgvv05fbs2egSEgol5tym2ynMRDSjP29goCOJiTMIDHSka9euktwKIUQJJYmtkckY+CmjD+vDS36m+slOTn3H7O3tc02mX/Kuws/DmlO9ojVnoy14IWw0d9zaQloybBoIf32b6Txe5b34vN7nJF5OIF4Xz+dXPqfNhDYFqiUBsO/SBY8f1mJasSJJFy9x7Y3uxP31d4HvgxAlTUREBGlpaVSuXDnT+sqVKxMWFpbtPhcvXmT8+PH88MMPmJrmbZzApKQkoqOjMy0lXW4v+yzMzdGameXpReDj+uEWxUvF4pBdopexrnfvvnh4VMfd/TLmukncun6KkPoT+dVnKWc1NbAghXoR26i0rjW357Xn+TtWbO38M68/lT61zdbLW6n6qQfuI9ZjXfNv0mtRVZLUPfxm60DNP37HrqsvqCr3Vn/P1S6vE3/8+BNdT8Z0O3Xr3kOr/a9J9Ouvv17oiaj05xUibwYMGICiKAwZMiTLZ8OGDUNRFAYMGKBfFxYWxsiRI3nqqafQarVUrlyZ559/nqVLlxIfH1+MkYvSRkZFNkLu7u7F2pcrMjKSX3//HQsLiyyfPTyKsv/Q5ry79hh/XrlHs8v92PaUPV4hG2HnOIi9DS0/hgejIetidFyefYU3+7kQ+KIDzr2cecNNS9NVt+j/oJYkP9doWacOVX/axI3hI0j8919CBg/GafJkHHp0L5ybIEQJ8Oho4qqqZjvCeFpaGr169WLatGnUyMeo4bNnz2batGlPHGdxymmU99DQULp17UpiNtPzaM3N+fX333F3d892dPj8nAdyniLI0HIaQRjQrwsJ2Y2q7skyqrCufQ/+ObKH5CNLaBx/kBpJ/8Kh9wg7XJEO1XvT/rkv+e7aj/wV9he2jRKxbTSYxFt2RP2ZRuSRAObN24hp+fK4fPoptm3bEjr5E5KDgwnu3QeHnj1xHDYU0wK+DPD19c12BOTMiaiCqo5GUdoyffqsAo2YnN6fdwZlYX5eUTrkNqd3UZdRbm5ubNiwgfnz52NpaQmkTx2zfv36TOe+cuUKzZs3x97enlmzZlGnTh1SU1O5cOECK1aswMXFhc6dOxdprKL0knlsC4Gxzx2XMTduAJmnEDpOeo0EZD+/bXaSU3VM8A/E7/gNQGWF5z5ahi5L/7B2N+i0ACxs9Oc8BgS1rsDnPZ3QaRS8z8bi93UI/xz8p0DTZugSEwmdOInoHTsAsO/5Jk4TJqCYm+f7WMZA5nPMP2N8XpOTk7GysmLTpk28/vrr+vUjR47k5MmT7N+/P9P2kZGRODg4YGJiol+n0+lQVRUTExP27NlDy5Yts5wnKSmJpIfmfI2OjsbNzc2o7lWGvM75/bjyLy9zg5dU9er5EBjoqE/00mtUW5N+dXf16xSlLXXr3stxztmrVy9xffdX1A7zozwx+vU3LGtyu9ZLfBMZzNGks+kT+j7QsFJDenv3pqV7S0w1pqRFR3N79mdEbU7vnqJYWVG+fz8qDBqEiY1NoVzvw3Pt/mceWu1kEhLi8n287O7f4+6VIRlj2Sb+86Tzh+Y2p3dev8MV1IABA4iMjOTKlSt89NFH9O7dG4B169bx2WefUa1aNezt7Vm1ahXt2rXjzJkznDt3Dmtr6yzHyumFrSgexj6PrTRFFno59R2bQfZ9zTI8PKLov6dP0qt6Kr1qlwMUBl1twXcOo1EVE/j3J/j2ZQj7V7+vAvTZe5dF84OxSkgjqFY5qk2qxp3kOwW6Bo1Wi8uXX1Bx1ChQFCLXbyB44CBS81grY0yk/1fZYW5ujo+PD3v37s20fu/evTRr1izL9ra2tgQGBnLy5En9MmTIELy8vDh58iRNmjTJ9jwWFhbY2tpmWoxdXqf6KU19ZzNkN4IwtAfiedyowg83Ye7SpQcRlV7Cctw5/qozjTMm3uhUBdeEc/gEfMO3l3fxa6I9M5xa8VwlHxQUjocf54P9H9Bxc0fWnF1DvFbBZfYs3FetRFunDmp8PHeXLOXyK625u2oVakpKjufPa1/Zwh5Y6nH9eYUoSfI7XkBRGDhwICtXrtT/vGLFCgYNGqT/+e7du+zZs4fhw4dnm9RC1pZJQuSHJLYi975jQINc9s1uRNFGjRoxu+/LRG2bi6Wphpmhz/KexUxSrJ3h7iX4rhUVgrdnOs7zgbF8P+sqDvdS0FbRMuPyDP6N+DeHs+ZOURQch7yL65LFaMqVIyEggKtdu5EQGFig45VU0v+rbBkzZgzfffcdK1asICgoiNGjRxMSEqLv0zRhwgT69esHgEajoXbt2pmWSpUqodVqqV27do5fKMoiY+07m51Hpy2yt7cHpgCWpF+VH7CD9JI95+Qvp5dmO3fvoUnXUdT6+CgBb/zJascx7EurR6qqoXLEabocXcmSY7tYElMdq38gLTaNm7E3mfvPXFptasX0o9O56VWeqj9upMrC/2FevTppUVGEfzaHK6+/TtzRo7me/3HJbWEnorn15xWipCrMebvzq2/fvhw6dIhr164RHBzM4cOH6dOnj/7zS5cuoaoqXl5emfZzdHSkXLlylCtXjo8++qgYIxaljfSxFfq+YwcPHqRPnz6Zmu45Arm943v4DWGW5n5nDrB84Vy+/DuObZEenNLOYGuVtTjc3IfHqS9Y1knL+e2JkDHN4fVEes64zJejPcAdBu4ayMznZ9K2atsCXZfNyy9T9ccfuTFiBMlXrhDcuw/Os2dh16FDgY5X0kj/r7KlR48e3L17l+nTpxMaGkrt2rXZsWMHHh4eQHqf0vwMuibSGWPf2ezk1gxRgyk6rIBu+nXpSV87FGXXg+Tvv6Qxu76q0Jpu3XpSp05tfZeHZ2tP4fKdD5j7RwAE/kQXZT+1CKZ5xO/sczBlya8N+SohFtMXI6AKbLqwiU0XNtHYqTGDaw/muZ83E7V5M3fmLyD50mVCBg7Cpm1bvv5jf4H6ymYkotOnz+L8+cl4eXkzZcqTJaI59ecVQmTl6OhIhw4dWL16Naqq0qFDh2xfDj5aK/v333+j0+no3bt3pu4wQuSX1NgKIP3Lnbd3emr68Nu+vH6ly+kNYVV7M7aOaM6zVR24nmhFk2tvc6bWGFRFw1sNzXHpa0UbS0VfSzLsfiph827RqHwjEtMSGbt/LItPLkan6nI4c+4sqnlS9ceNlGvRAjU5mVsfjOXO14soDV3Li3s+R2F4w4YN49q1ayQlJREQEMCLL76o/2zVqlXs27cvx32nTp3KyZMniz7IEiYvTYzd3d1p2LBhlsVYklrIvRmijlRgAdCKqlWfemwtZE5NmFVVyVJ7Wr1iOSZ2f4kh47/kQEt/BsQM47juKSxNUhlT72/OPHuZd/+y4t7863BBQYOGv8P+5t1f36Xn7j783dgOjx2/4NCnD2g0xOzezZeJ8QwvXwErJV5//uyaS2fH19eXkyePkZAQx8mTx6R2VYhiNmjQIFatWsXq1aszNUMGeOqpp1AUhXPnzmVaX61aNZ566in9oFNCFJQktiKLwuxrFhQURPCFM3zgY0EzVy3JaQodjjdie+356MyseamqKTenenFmn59+2qKzp87xXYfv6FcrvVnlklNLGLt/LPEpBRsC3qRcOVy//oryAwcCEPH119waOw6dkb8VlP5fQuSsNDUxzo+cmyGmJ6dhYbcem/xl99IMdgG19V0exoz5KFMf2H27tzHk5afYuOQrnl//Nm9cn0WA7mmsTJIY2+Aa5zub8e5VSxJmXOQ5s+ewNLXk7N2zjN0/lvZ7u7O5Y3ns1n2H1bPPotVoGOZ4gu2e7els+zMKafLSTog8MvR4Ae3atSM5OZnk5GTats3c4q5ChQq0bt2ar7/+mri4/A/oJsTjSGIr9Irii2CfPn3w8fGhaeNGrH+vNfHHtwIw4p+KfFVtCaq9Bxbxt6h1ZCQN7SL1tSQmGhPGPTuO6c2mY6oxZW/wXgbsGkB4fHiBrk0xMaHyRx/iNH0amJoSvX07If36k3rnToEGKSkJpP+XEDkryjm/jVPeW3Q8+tIM2gB7gUlk1J4GB1/Jtg9sjae9SLy8mZ9WDKPZsr30vDybQF1VymmSGVHjHBf6mDHg+GH8vUYxpO67lNeWJzwhnMWnFtP+9FDmD3TgnzdbcD05mcpm4XzmPIFNHg14weoIUz6ZWLS3SAgjVlJe5pmYmBAUFERQUFCmkfkzLF68mNTUVBo1asTGjRsJCgri/PnzrF27lnPnzmW7jxB5JdP9FILSNMR+fudAe9yUGg+vz1g3ff0BVpyKRlWh01PmLFC+xOT6UdCYQqeF0KB35nPcPs7ofaO5l3iPylaVWdRqEV7lMw88kB9xf/7JjfdHoouOJsXOjjdPneRc8kuoalsUJfs5HUXpUZqe16Im98p4PH7atibAX3l++eXv78/06bM4ffoUqmoDfAf48rgpgz75ZOKDuXNbo6rtgJ2Y2BzntRajGVLrd1qZH0ejpH/tuKt1R/P8MP6s7MKGS/4cDz+uP3/FNHuabrxPl6splNOkv4O3bNCAiiNHYv1c9qN6l3XyvBq3wphmxVDz2GZM9/Pzzz9n+3mXLl300/1A+pgQs2bNYvv27dy4cQMLCwtq1arFG2+8wbBhw7CysiqyWEXujH26H0lsC0FZ/mOS24AllsA5/uun+/C8kHcsXBi54QSJKTrqOlmysfL3WJ5Pn9+QlyfCSx/CQ4MLXI+5zvDfhnM16ipWplZ88dIXvOD6QoHjTrp6lRtDh5F87RrxOoUJofPZG9uWkj5PoXhyZfl5zS+5V8bjcS8Zn37amzlzPs13i46MEYozEtWMwaZgALDyoS3/my82x6RYk0bN+gMZ1TKanlZ/YfugD22cqQMmzw7gRq3WbLp1gF8u/0JMSvp8uS6p5RgTVA33vWfgQfcR62ZNqfThh2hr1izIrSq15Hk1bsaeUIjSwdh/D42mKfLs2bN59tlnsbGxoVKlSnTp0oXz58/nus+AAQNQFCXL8swzz+i3WbVqVbbbJGaTqImsHm3ut23bNmbMmAHApgfbPNrPIygoCG+bZDa80xTHcuacDkug5ZXeRNQfnr7BvlmwZQSkJuvP42bjxppX19DEqQnxqfGM+H0EG85tKHDcFp7pg0odTUjASqPyvyqjGFJhMUCeBykRQoiS4nHNEH/9dVeBuilk1+XBw6MainKLnAaysuAoAAB2P0lEQVSuy+jD+9NPG4H7KMpSYB6K+irnjq+hYtP+BPgeYpn1O9xQHbFOvY/26HyqLe/E2KtB/PrcLKY2nYKHrQe3TGMZW+c0I4eacbHl06imJsQdOcrV130JnTyZ1Dv/zXlurN1KhBBCFA6jqbFt164db775Js8++yypqalMmjSJwMBAzp49m+OcjFFRUSQkJOh/Tk1NpV69erz33ntMnToVSE9sR44cmSVJdnJyynNs8pY03aO1t9uA7kB2Qz5ZabUEnT+PUs6Rgav+4VJ4LDZaU3557gJV//oEVB14PA/dvwfrCvr9UtJSmP7ndH6+9DMAPbx68FHjjzDTmBUo5gZ1G9Lutin9HNJrB3ZFt2XS7X+pUSdSamxLKXle807ulXEprmaIOdXiZtfMOaP29vz5oAfT70zSb6OqKr+fucWRHd/TOnYLz2n+e6EY5VAb7Ysj+MPWhm/PrODi/YsAVIxUefewFXVPp5fZGisryr81mMMODrzeq9eDaYLKZrcSeV6Nm7HXlInSwdh/D40msX3UnTt3qFSpEvv378805UVufv75Z3x9fbl69ap+7sdVq1YxatQoIiMjCxyL/DFJl9EUbgYwGfT/5tQ0LiAggIYNGxIVn8Lb3x/j72v3sDDV8GPLaOr9+QEkx4C9B/TcAJVr6fdXVZXl/y5n4fGFqKg0dmrMly99ib3WPt8xZ3xB62rXlE8qR2Gm6DibmIj5lE/o9GAUZVG6yPOad3KvRE5yS1jzS6dT2R4Yyi979tAi6md8TQ5hoaQAEGPmiK5uD8493Yif7/zD3uC9JKUl4XVD5e3fTXC/md6yJwZYdseedff3Eq+Woyx2K5Hn1bgZe0IhSgdj/z00mqbIj4qKigKgfPnyed5n+fLlvPLKK/qkNkNsbCweHh64urrSsWNHTpw4ketxkpKSiI6OzrSI/zQArEhPaiG36SfS2VmZsXpQY1rWrERSqg7fX234rflacKgKkcGwvDWc36nfXlEU3qrzFgtbLsTK1Iq/w/6m5/aeXLp/Kd+xZjSzu1Q1mSG3Q4kCamm1eC1fQfxjfg+EEKKsymnKoII0B9ZoFDrVc+Gbsf2pPWQ1X9ffwlLNm9xR7bBJicAuYBFNNgxkwqmj/FZ7NOMbfUjEU46M65vG/zpruONojg0wpmIke6q1oZ/DKkxJlW4lQghRxhhlYquqKmPGjOH555+ndu3aedonNDSUnTt38tZbb2VaX7NmTVatWsXWrVtZv349Wq2W5s2bc/HixRyPNXv2bOzs7PSLm5vbE11PXoSEhHD8+PEsS0hISJGfO7+cSa+VXZuPfSzNTfimrw+vN6hCmk5l8M441tZZBVVfgORYWN8TDs2HhxoYvOz2Mmvbr6VKuSrciL1Bn519OHDjQL7jzfiCdiTyHj6//YqFlxdpERGE9B9A9M6djz+AEEIIfQuY7KYBetx+9er5YGVVjj4dWuKp3ubtj5dystsh5pefzK9pDUhVNdhGnMDu52G03/4lm6oO5L0G73Gqvi3vDU7jq44aQm0UypveZ3ylOfhXfZ0mVj/L3LdCCFGGGGVT5OHDh7N9+3YOHTqEq6trnvaZPXs2X375Jbdu3cLc3DzH7XQ6HQ0bNuTFF19k4cKF2W6TlJRE0oPRGSG9+Y+bm1uhN//J6C8VGhpKN19fEpOTs2yT0Ve1JMzJ+Oh0E9uBjmRtihz6YH1GU+SH6XQq07edZdWRawAMed6dj9QVKAEr0jeo2yN9SiCz/5pH3E+8z5h9Yzh2+xgKCmN8xtD/mf4oD42qnB+6uDhujvuQ2N9/B6DS2A8oP3hwgY9Xmvj7+zNt2qdcuHCOGjVqMmXKJKPrvybN9fJO7pXIj3r1fAgMdERVd/HoNEA5NQf+r79uzn1jL9yOwf9AADb/rqUP27F7MJpyuKkLwbXe5HAVK9ae20iKLpGXT6v0/EPFLjH9q01U3Tr4fPUVZpUrF8ctMCh5Xo2bsTcBFaWDsf8eGl2N7XvvvcfWrVv5448/8pzUqqrKihUr6Nu3b65JLYBGo+HZZ5/NtcbWwsICW1vbTEthyxiIycfHh44dO2ZKai1JH5hpLRCfmJjtYCGGFER6Utv1wc+PjtLZNYf9IL1J2pROtfiwXfo8tUsPhfB+bD9S2n0Oigmc3gir2kNMmH4fB60D37b+lm41uqGi8mXAl3x8+GOS0pJyOk2uNNbWuH61EIe+fQEI/+JLwqZNQ01NLdDxikpxjwBa0NoYIUTZcOHCOVS1LelJLYDy2ObA06Z9+iCp3QWMQVV3oSitmT59ln6bGpVtGP/GywyYuJS9bX7je8t+3FfLUSn1Fs+ensc7O7/gy1hvXuBZfvfSMGqIhl0NFXQK2J0O5EKrVlwf+wHxJ05ghO/yhRBC5JHRJLaqqjJixAj8/f35/fff8fT0zPO++/fv59KlSwwePDhP5zl58iTOzs5PEu4Ti4iIID4xkbVAwEPLWiCB9Oa+Ja2B1cPTTXQEkiDb+JMArbk5jo6O2R5HURSGvfwU87rXw1Sj8MupW/Q7XZfYHptAaw83A+DbFhB6Sr+PmYkZnzz3CRMaT8BEMWHr5a28tfst7iXeK9C1KCYmOE2aSOUJ40FRiNywketDhpL2oG+3oRkiyczLF1AhRNlVo0ZNFGU3OU0DlJ38JMPWFqZ0a16Lfh99xe3Bx9jpMY7LuGJFIi/d2crXwf6sv2vFOxXacfudDsx4y4YgV9CkphG7bQfBPXtx9XVfIn/6CZ1M6SeEEKWO0SS2w4cPZ+3ataxbtw4bGxvCwsIICwvLNJ3PhAkT6NevX5Z9ly9fTpMmTbLtjztt2jR2797NlStXOHnyJIMHD+bkyZMMGTKkSK8nrx438FJJ8vCctmvXpvewzSn+n/z9H9t82rehKysGPIu1uQlHr9ylyw5TbnbfAY5eEHMLVryaZVCpXt69WPzKYmzMbDh55yR9dvThatTVAl9T+f79qbLwfyhaLXGHDnG1e3eSLuV/kKrCZogksyC1MUKIsmPKlEmo6h4UpS0wD0Vpi6ruZcqUSTm2MClIMgxQ092ZVwd+jMfHpznRYjUBVi+QoppQO+Ucg84s4+N9axinrU7UxF7MHeLIH3UVkk0h6dw5Qj+ezIWXXiL8iy9IvnGzSO+JEEKI4mM0ie2SJUuIiori5ZdfxtnZWb9s3LhRv01oaGiWwZSioqLw8/PLsbY2MjKSd955B29vb9q0acPNmzc5cOAAjRs3LtLrKa3c3d1p2LAh3t65fynJa434izUqsvHdpjjZarkUHkvHtTc59spGqNYCUuLSB5U6ujjToFLNXJrpB5W6HnOdPjv68E/YPwW+JtvWram67gdMXZxJCQ7hWo83iXnQ/9ZQDJFkFvQLqBCibMgYZb5u3XtotZOpW/ce/v7+qKqaYwuT3JLhvDA1NaHBS13w+XAb9949wWGPEdzAiXIk4HNnBwMPfMHM2DDiXqvPuDH2rGmpIdwO1Kho7n63nEttWnN92HBiDx1G1emK9gYJIcqkqVOnUr9+fUOHUSYUaWIbERHB3bt3C+VYqqpmuwwYMEC/zapVq9i3b1+m/ezs7IiPj+ftt9/O9rjz588nODiYpKQkwsPD2b17N02bNi2UmItS0IOlLKhdxY4tI5pT19WO+/Ep9FwTxE8154HPQECF3RNg+xhI+68PbDX7avzQ/gfqOtYlOjmad/a+w5ZLWwocg7ZWLTx/+gmrZ59FFxfHjWHDiViyxGD9tQyRZD7pF1AhROmSXS1sdtMA5dbCJKdkuCBz4lZ28aD5wE9x+vgsf7X4gT+sXyVataJKajjjLm5n4/XLVKxbja8/qMmcbhpOV1VQdCqxv//O9bfe4vKr7bn3/fekxcQU/s0SopQaMGAAiqKgKApmZmZUq1aNsWPHEhcXV2TnnDp1qv6cGYuTk1OmbVRVZerUqbi4uGBpacnLL7/MmTNnMm2TlJTEe++9h6OjI9bW1nTu3JkbN2489vyLFy/WD67k4+PDwYMHC/X6RMEVemIbGRnJ8OHDcXR0pHLlylSqVAlHR0dGjBhBZGRkYZ+u1AsCjj+0ZCSzfR4sVlptjn1VS4Kc4s+vyrZaNr7TlA51nElJUxnrH8SX5kNQ28wEFDi2Ata9AYn/9YGtYFmB5W2X09qjNam6VD4+/DGf//M5qbqCDQJlWr487iuW49C7NwB3/reQWx+MNUhfLUMkmYX5BVQIYdzy08//cS1McpoTt6BMTU1o8lJHWozbwP2hgWx/agrnFU8c1CRGhx1g09nf6W6lZXf3pxnzjhk7fRTiLSAlOJjbs2Zz5vlm/DqiB/5b5rIpaAM7r+7kz9A/OX/vPOHx4SSnZZ2hQIiyrF27doSGhnLlyhVmzpzJ4sWLGTt2bJGe85lnniE0NFS/BAYGZvp87ty5zJs3j6+//pp//vkHJycnWrduTcxDL65GjRrF5s2b2bBhA4cOHSI2NpaOHTuSlpaW43k3btzIqFGjmDRpEidOnOCFF17g1VdfNcj0mykpKcV+zpKuUKf7uXfvHk2bNuXmzZv07t0bb29vVFUlKCiIdevW4ebmxpEjR3BwcCisU5YIRTHEfsaoyPHZJE2W5uZs8vfH2dkZR0fHYpvqJ2P6oUdlF0Nu8T/JFEU6ncr8Xy/w1e/p/Vy7N3Jldq3rmGx+G1LioaI39NoIDh7/7aPqWHRyEd+e/haA5i7NmfvSXGzNC/7/6v6PPxI2fQakpqKtXRvXRV8X+3QS/v7+TJ8+i/Png/Dy8mbKlEmSZOaBTImRd3Kvyp68TumVn6l9CjINUGFLS9Nx+vA2zP5ajHfsn5go6V99rmvMWWbvwF4LM5qehXYBOtwe+jOXYA4XXBRCKoFOSQ8/VQMp5gppZiakmpuSYmkOVpZo7MthWsEerWMlKtm6UMmqMjYWdmhNzNFqzLEzs6a8qRX2GgvMtPZg7QjZTCNX0GnV5Hk1bsY6zcqAAQOIjIzk559/1q97++232bZtG6GhoUVyzqlTp/Lzzz9z8uTJbD9XVRUXFxdGjRrFRx99BKTXzlauXJk5c+bw7rvvEhUVRcWKFVmzZg09evQA4NatW7i5ubFjxw7atm2b7bGbNGlCw4YNWbJkiX6dt7c3Xbp0Yfbs2bnGO3ToUGbOnMndu3fp0KEDy5Ytw97eHoB//vmHiRMncuLECVJSUqhfvz7z58/PNC2moigsWbKEnTt38uuvvzJ27FhGjRrFiBEj2LNnD7Gxsbi6ujJx4kQGDhyY39sKGO/vYQbTwjzY9OnTMTc35/Lly1R+5Ev+9OnTadOmDdOnT2f+/PmFedpSKWMgprwmknnxaGIaGhpKZGQk9vb2mfq8FkaiWhTxQ/p0QB+08cLF3pJJmwP58dgNImIrs6jvNiw39YY7QfBdK3hzPbg9m76PouG9Bu9Rw6EGHx/6mMO3DtNrey8WtlxINbtqBYrDoXt3zKtW5eb7I0n891+udXsD18WLsKxTp0DHKwhfX1+jm0NWCFFyZZ5TdgaBgbvp2rVrpjllM6TXws7g0VrYU6c+pF49n0zJ2JQpkx4cty2q2g5F2fWghUnxTRVmYqKhwYud4cXOJEeGcnX/91id98ct/hzT793mfRMNJ6tYcNvdhFth5jifNaPydQ2WyQr1rqnUu/boEVVAB6SQPldB5hHzk0whxRRSTCDJDCIs4Lo56B4kshpFJdYaouw0xNuag4UVGkt7olNNOXEtFJMaHpSv+jzh2vN8sDp9MEsp78sWVVVJSMm55rAoWZqZoGTz0iXP+1ta5lqbOGTIEP0gozk5e/Zsrt8VL168iIuLCxYWFjRp0oRZs2ZRrVr6d7qrV68SFhZGmzZt9NtbWFjw0ksvceTIEd59910CAgJISUnJtI2Liwu1a9fmyJEj2Sa2ycnJBAQEMH78+Ezr27Rpw5EjR3K9nkuXLvHjjz/yyy+/EB0dzeDBgxk+fDg//PADADExMfTv35+FCxcC8OWXX9K+fXsuXryIjY2N/jhTpkxh9uzZzJ8/HxMTEyZPnszZs2fZuXMnjo6OXLp0KdPAumVNodbYVq1alW+++SbHtxy7du1iyJAhXLt2rbBOWSIYw1vS3BJTDel/njNkl6geP34cHx8f1pJ5ZOYg0ptEBwQEZHqrVBz2nr3NiHXHSUrVUd/NnhW+LpTf0hfCAsHEAl5fArUzz5obdDeI9/94n7C4MGzMbPjy5S9p6lLwPtXJN25wY+hQki5eQrG0xHXBfMq99NKTXpooQsbwvJYUcq/KliethYXWwEUUpSaquidTQlxiW5hE3eDX7f58MGY0ZibPodM1Q1GOoJidpJxdRRpWqUobdw9czCxQVZW01BTSEqNJTYhGSYhHk5iISXIymqQ0TBJVTJNAUQueEOSkr7UlxwKO57qNPK/G7dGasvjkVGp9stsgsZyd3hYr87zVfT1aY/v333/Tvn17WrVqlWmA14eFh4cTHR2d63GrVq2KqWn2MezcuZP4+Hhq1KjB7du3mTlzJufOnePMmTNUqFCBI0eO0Lx5c27evImLi4t+v3feeYfg4GB2797NunXrGDhwIElJSZmO3aZNGzw9Pfnmm2+ynPfWrVtUqVKFw4cP06xZM/36WbNmsXr1as6fP59tvFOnTmXmzJlcu3YNV1dXID0n6tChAzdv3szSPxggLS0NBwcH1q1bR8eOHYH0GttRo0ZlqiDs3Lkzjo6OrFixIqdbmS9SY/uQ0NBQnnnmmRw/r127NmFhYYV5SpFHD8+Lm11imrE+COiTmEhERES2b8oypu8pCVrXqsy6t5swePUxTl6PpOOqRJa9+SPPHB0DF3bCT4Pg7mV4cZy+uZd3BW82dNjA6H2jORF+gqG/DmVC4wn0qNmjQDGYu7risX4DN0eNIu7QIa4PG47z9GnYd+2a7fYFbWImjE9ERASKolChQgVDhyJEnuRUC3v+/OQs2z5aCws7gN8Af1S1C4rSVj84FOS/hUmxlZV2rnwwZzWB4a9km6Qf+NeC+er32dZaPyoxJY1b9+IgOhpNYjxKUjxpCfGkxieSEhtHXFQ8MUmpRCfFkpoUheXty1iE38D83j00SfEoqSloknVYJII2ETQPJcgXI68U/rULUUi2bdtGuXLlSE1NJSUlhddee42vvvoqx+0rVapEpUqVCny+V199Vf/fderUoWnTplSvXp3Vq1czZswY/WeP1jqrqvrYmui8bFOQ47q7u+uTWoCmTZui0+k4f/48Tk5OhIeH88knn/D7779z+/Zt0tLSiI+Pz9J3t1GjRpl+Hjp0KF27duX48eO0adOGLl26ZEq6y5pCTWwdHR0zvY141NWrV+VLnoHllJiWpIQ1P3w8yvPTkGa88/0xrkTE4bv8FHN859KlfDX4cxH88SncvQSdvwJTCyB9UKnv2nzH1CNT+eXKL8z8ayaXoy7z4bMfYqrJ/yNhUs4atyWLCf14MlFbthA66WNSbt/GcejQTAVdfpr5CeMUGRnJpEmT2LhxI/fv3wfAwcGBN998k5kzZ+r70ghREtWoUZPAwN2o6mj+q7HNfrT1jMHkpk+fxalTHwJVAH8gvRY2p4Q4L56krCxIQpxdQg/tgckPRnDOnKTnRGtmQrXKtlC54LWl6TXhFbA23URVm2Ba2+/harQfnlWsC3xMYZwszUw4Oz37FpDFce78aNGiBUuWLMHMzAwXFxfMzMxy3b4wmiI/zNramjp16nDx4kUAfQ1oWFhYpq524eHh+q6STk5OJCcnc//+/Uxj/4SHh+eYGDo6OmJiYpKlku7h4+ZVxvfDjH8HDBjAnTt3WLBgAR4eHlhYWNC0aVOSkzMPVmdtnbksePXVVwkODmb79u38+uuvtGrViuHDh/PFF1/kK55SQy1EgwYNUl988UU1KSkpy2eJiYnqSy+9pA4aNKgwT1kiREVFqYAaFRVl6FByFBAQoAJqQPqMr/olIP3VtLr2wX+vffDztm3b8rV/QECAga4sXVRCsjpw5d+qx0fbVI+PtqlTtvyrJhz5VlWnOqjqFFtV/a61qsbczrSPTqdTl51eptZeVVutvaq2OnTvUDUuOa7AMeh0OvX2vPnqWa+a6lmvmurNiRPVtKQk1c/PT61bt6GqKKYq2Kvw04Pbp1MVpbVar57Pk16+yIeiel7v3r2r1qhRQ7W2tlbfeecddf78+eq8efPUt99+W7W2tlZr1qyp3rt3r1DPWdSMoWwThcfPz08FVEVprcKXD/5F9ff3z3W/9PKtjQq6XMu2jLJQq7VS69ZtqPr5+T3R8XKOv82D+NuoQI7nye180FoFnwc/f6lqtVa5HqOwFPT/garK82rsEhIS1LNnz6oJCQmGDiVf+vfvr7722mv52uf27dvqxYsXc11SUlLyfLzExES1SpUq6rRp01RVTf8+5uTkpM6ZM0e/TVJSkmpnZ6cuXbpUVVVVjYyMVM3MzNSNGzfqt7l165aq0WjUXbt25Xiuxo0bq0OHDs20ztvbWx0/fnyO+0yZMkU1MTFRb968qV+3a9cuVaPRqKGhoaqqqmq5cuXU77//Xv95SEiICqjz58/XrwPUzZs353InVHXp0qWqjY1Nrtvkxlh/DzMUamJ7/fp1tXLlyqq7u7s6Z84cdcuWLeqWLVvU2bNnq25ubmqlSpXUkJCQwjxliWAMf0wel5g+uliam6vBwcFZ9s9IgDOWjETY0ImtqqpqappO/XzXOX1y6zNjj/rbtvWqbpZrenI77xlVDT2dZb+91/aqjdY0Umuvqq2++cubakR8xBPFcfeHH9QzNb3Vs1411R88qv6/vTuPi6p6/wD+uYPAAMIoIlsKYgKiCCrmnkvKUmIqfNO0yLXiKy5ImvlTQ9FEy9TS3MqlNJf8Mra6kRlq4oaiKIgbggu4JIIiMCzP7w9kdGSAAWcYLjzv12teNXfOvffcce5hnjnnPIcsDYwI8CTgyydflkBAVI1/YWIldHW/Tp48mdzd3SkjI6PMa+np6dSuXTsKDQ3V6jl1TQxtG9OuqKgo8vT0IqnUlDw9vTQKqDQJxqoSdEqlpk/ay2f/XFXeVr54QOz95Lz9nrTTcr38AFmdfwMivl/FTqwBRXUC2xf10Ucf0d9//01Xr16lo0ePkr+/P5mbm9O1a9eUZRYuXEgymYzkcjklJCTQ8OHDyc7OjrKzs5VlgoODqVmzZvTnn3/SqVOn6LXXXiNPT08qLCxUlnnttddo+fLlyufbtm0jQ0NDWrduHSUmJlJoaCiZmZmpnPt54eHhZGZmRv3796f4+Hg6ePAgubi40Ntvv60s0759e/L29qbExEQ6evQovfrqq2RiYlJpYDt79mz6+eef6dKlS3Tu3Dny9/enzp07V+dtJSLxfg5LaTWwJSK6evUq+fn5kUQiIUEQSBAEkkgk5OvrS5cuXdL26WoFMfwxqSww3VxJsJqamkqmUqnaINhUKlUJgvXtr6Tb1OeLA8oAd/QXmylnsUdJcDvflijx1zL7nL59mnpu7UnuG93pjag3KC2r+j/AREVFUU9TMzraqiS43d+yLbU2Nn4SzBY/+dLUints9URX96ujo2OFv/Lu3r2bHB0dtXpOXRND28Zqh8qCsaoEndUNUKsbED9bf0NDKQENlD9GVqXHVN/4fhU3sQYU+ghshw0bRnZ2dmRoaEj29vYUEBBA58+fVylTXFxM4eHhZGtrS8bGxtSrVy9KSEhQKZObm0sTJkwgS0tLMjExIX9//zIdcI6OjhQeHq6y7ZtvviFHR0cyMjKijh07UkxMTIX1DQ8PJ09PT1q5ciXZ29uTVCqlgIAAlVFcp06dok6dOpGxsTE5OzvTjh07yNHRsdLAdt68eeTm5kYmJiZkaWlJgwYNoqtXr1byDpZPrJ/DUlrNivyszMxM5Vj3Vq1awdLSUhenqRXEkImwwnVxAVwAUDqT4RQAL5TNdFyVdWz1TVFYjB+PpeKr/Zfw4HEBLPAIWxqthnvek6yS3SYAr80CDE2U+6RkpeC/f/4XNx/dhKXUEiteW4F2Tau+fE9ptlDHBqvwTbMQOBldw+NiATPTjbD3UTyAJQCmAXAHcBZyubx2ZAetJ3R1vxobG+PKlSvl5hi4ceMGWrVqhTw192BtJYa2jemONhM4mZiYIS9vHoCwZ7YugVQ6G7m5OWXOWzLH1ltleaDn28rn65eVlYm0NOcXXi+31mZwrgTfr+Im9my0rG4Q++dQoqsDN27cGJ07d0a7du3Urqd0/vx5XZ2aqVG6rmxcXJzysWzZMgDADjwNais7RseOHcs8altQCwBGDSQY3cMJMVP7YmxPJzyWmGPQgyn4vuhJIobYFcCaXsCNp192nGRO2PT6JrS2bI37efcxas8o/H719yqfuyQRiS+uFbTE8NRtOJTTE6YSwtKX8jHF6ktIsBuABaTSFLVBrVwuh6enF0xMzODp6QW5vObWemTVV5o8rzycPI+JSWlwmZBghby8eUhIsEJgYGC12yMXl9YQhL0oGegDaJKYysPjPqTS2fDwuK82qH2+fqmpKSDaB0HwBbDkScbmaISHz6xSXQMCAhAffxK5uTmIjz8piqCWMcYYtJs86nk7duygZs2akYeHB7Vr146OHj2qfK1Dhw66PHWNEuvwn9qeEEqbrt59ROO+P0GO03+nMTPm0p1wB6JwCyqe04ho70yix0+HgzxSPKKQP0OUSaWWnFxChUWFFRxd1fPD6AygoI+adlImlVrTrBlZSN5VOzyuuslPmOZ0db/WRPK8b775hlq0aEHGxsbUsWNHOnjwYLllDx06RN27dydLS0uSSqXk6upKS5YsqdL5xNq2sRdX3eHA5XmRpEhVqZ+jY6tqzU+tC/h+FTexDwFldYPYP4c6DWw9PT3pzp07RER04sQJatOmDf34449EVDJJuq4Q6x8TMSSE0rZDF++S95K/yWP6NpLPer1k3m24RUmCqb8/J8orSSpQWFRIy+KWKYPb8X+Op4f5DzU6R3mJSF43b0xxziXB7R4ndxrQruyPO9r+MsnK0tX9quvkeaUJK7799ltKTEykyZMnk5mZWbnz20+dOkVbtmyhc+fOUUpKCm3atIlMTU1pzZo1Gp9TrG0be3GazlfVNNNxadnygs6qHKcq9atP+H4VN7EHFKxuEPvnUGdzbAGgbdu2KkOO//33XwQEBKBfv374+eefcerUKV2dukaJdV5LRfNuTaVSJCUnlxlmLKZ5tuUpLCrG1uNpWBJ9ER3yjmF6g21wldwoedHEEugWAnT+AJBaYNfVXfj0yKfIL8rHy7KXsaLfCjQzVz+H8lnPztGysbFHauplCII3XI1ewdcv/YJmhkUoMjaG0+pVMOvWTblfVeahserR5f2akpKC8ePHY9++fShtWgVBgLe3N1asWIFWrVpV+9hdunRBx44dsWrVKuU2Nzc3DB48GJGRkRodIyAgAGZmZti0aZNG5cXatrEXV5oroKL5qqrrzfpCEPaCaF+V1+auznE0qV99w/eruIl9biOrG8T+OdRpYNu3b1989dVX8PDwUG5TKBQYOXIkduzYgcLCQl2dukaJ+Y9JVQLV6gTCtVlWbgG+OXAZ3/9zBb4Ui8kNovCyJL3kRWmjkgC363icf5iKSX9Nwp3cO2hs3BjL+i5DR5uOFR77ec8Gup1cWiOioRS2/95HARG+MzRGn4hwBAQE8Je1GlAT96u2k+cpFAqYmppix44dKvP9Jk+ejPj4eMTExFR6jNOnT+P111/H/PnzMW7cOLVl8vPzkZ+fr3yenZ2N5s2bi7JtYy9GkwRO2mqvqnMcTRNM1Sdi/i7CxB9QsLpB7J9DnSWPAoBNmzbB2tpaZZuRkRG2bt2q0Rcxpl1paWk4deqUyuPevXuwsrJSmxDq+fKHDh3C47w8bAYQ98xjM4DHeXlqA+TaTGZiiP97ww37wvpC8PgPfAs+x2TFeFwutgfyHgAHPgOWe6Ht9dPY8sZmuFm6ITM/E+P2jcMvl3+p0rlKk5H8+OMmXM/Kgm/sMfyenQtDQcB/CxU48MGHkEdFITx8plaSnzD90nbyvHv37qGoqAg2NjYq221sbJCRkVHhvs2aNYOxsTE6deqEkJCQcoNaAIiMjIRMJlM+mjdvXqV6srpDkwROpYnySoJRABBA5Ifk5KQqnas6x9GkflXBSfsYY6wO0OtA6DpCDPNaqroObUXl62qyqYsZ2TT+xzhymv4rhcyYSSmznZVzcGlVT8pJ3kVT/gpVzrtdenIpFRUXKeeGGRpKSSo1J0NDI7VzxErn3gL9S5KnwJsmWVkpk0qtdWtLRfn5la4HyV5MTd2v2kyed/PmTQJAR44cUdk+f/58cnV1rXDfq1ev0tmzZ2nt2rVkaWlJW7ZsKbdsXl4eZWVlKR/Xr1+v9W0b0x9t5QTQd26BupK0TwzfRVj5xD63kdUNYv8cNtBl0JyYmIi0tDQoFAqV7W+++aYuT8vUuHfvnrK39dnFFZIAvPukt/XZYcTqyicBeLfGalzznG3M8c2Ijkh+zRlf//USfBM6IUiyD5Ma7IRFxlmYbnkbi1v0xIoW/vg29XesO7cORy8cxU+jfwIK+4PoMxQU7AbwJ86eLUJgYKDKHLG5cz97MoesZLgdYQq+vueLGwW3EW5TgJ7FRUgbPQZvrlhe7bUiWe0xf/58nDp1Ck2bNsXJkycxcuRIzJw5EyNGjFDOv9WUlZUVDAwMyvTO3rlzp0wv7vOcnJwAAO3atcPt27cxZ84cDB8+XG1ZY2NjGBsbV6lurP4KD5/5ZDiwr8pw4PDwqvV2aus41VWmbaYpEARfREQs4LaYMcZERCdDka9evQpPT0+4u7tjwIABGDx4MAYPHowhQ4bU27kvtYUbgI7PPMquIFh++crKioW6IdmnTp1CWloaAMDVtiTA/S20H9LbjEOf/CVYX+gHBTWA5NphTPp7JT4zeAkNBAOcLzwPp+ntIWm4BSUJn/YB8AbQAILgjYiIBcrzqhtuB/hBnnUZwTetkAMgNy4O14a9jfyrKRpdiz6Gz/GQPc0UFBSgadOmAIBOnTrh4MGDWLNmDSIiIiAIQiV7qzIyMoKXlxeio6NVtkdHR6N79+4aH4eIVObQMvYitDUcWNvDiqtKW0OqGWOM6ZdOAtvJkyfDyckJt2/fhqmpKc6fP4+DBw+iU6dO+Pvvv3VxSlaDkgCceuYhpj/9pQmwvLy8yjzcXF2VwS0AuNiY45t3OmLdeD/saRaKPvlLsL2wD4ogwZuXY7H21i1IFUUwbVWAlz99F8bNLqI0WAWSQOSHs2fPKANAGxsbCMJelIzcxpP/7gZghNicQ7gdOhmGL72EgrQ0XBs+HDlHj5Wp/7NBZYsWrRAYGIiEBCvk5c1DQoIVAgMDdRpoliZsqclzipW1tTXOnj2rfN6kSRNER0cjKSlJZbumwsLC8N1332H9+vVISkrClClTkJaWhuDgYADAjBkz8N577ynLf/PNN/jtt99w6dIlXLp0CRs2bMDixYvx7rt1edwFq2ml+QNyc3MQH3+y2sGoto5THS4urcu0zYKwB66udeXnXMZYbTdq1CgMHjxY39UQPZ0EtrGxsYiIiEDTpk0hkUggkUjQs2dPREZGYtKkSbo4JasBVgBMUDIc2euZx7soyYpsZWWlx9pp5tkh1pomwOrg0BjbP+yKue/5YaUsFN75n+O3oq54JS8fO27fRnNFAYya3kSrT4ejca8olASrbgB2gchcGQCmpqaoJIYq6dn9Ey1aWEIul2NAcDBabN8GqacHirOykDZuHDK3/6Ssx/NBZWpqyRBTog8AhIFoT5leYm1THbJXM+cUK3XJ8/Ly8qqdPG/YsGFYtmwZIiIi0L59exw8eBC7du2Co6MjACA9PV3lh5ni4mLMmDED7du3R6dOnbB8+XIsXLgQERERL3ZhjNUxnLSPseobNWoUBEGAIAgwNDREy5YtMXXqVOTk6G6JwoMHD2LgwIGwt7eHIAj4+eefy5QhIsyZMwf29vYwMTFBnz59yiRuzM/Px8SJE2FlZQUzMzO8+eabuHHjhkqZzMxMBAUFKZMqBgUF4cGDBxXWT5NzM93QSWBbVFSEhg0bAiiZG3br1i0AgKOjI5KTk3VxSqahqva2Plv+HoDS1TI3b96MuLg45UNsS/1UdUi2IAjwbmODfVN64S3f1/CJMAV++QtxOb8dtqTfRo/HuRCMFHhpzBw4Bl+AxDgfwH4A3+HZANDRsZVyuJ2n5wPI5XKkpFxR9k40sLKC4/ffw2LAAKCwEBnh4ciY/xmosLBMUFky7Lk/nv6r6H74HA/ZK9/ixYtVnjdr1gy2trbK59nZ2fDx8QEA9OjRo1rnGD9+PK5du4b8/HzExcWhV69eytc2btyoMiJm4sSJOHfuHHJycpCVlYVTp07hv//9LyQSnSbDZ0zvqjpdQt9DoRkTOz8/P6Snp+Pq1auYP38+Vq5cialTp+rsfDk5OfD09MSKFSvKLfP5559jyZIlWLFiBU6cOAFbW1t4e3vj4cOHyjKhoaHYuXMntm3bhsOHD+PRo0fw9/dHUVGRssyIESMQHx+PPXv2YM+ePYiPj0dQUFCF9dPk3DWloKCgxs+pV7rISNWzZ0/auXMnERENHz6c/Pz86PDhw/Tee+9R27Ztq3XMBQsWUKdOnahhw4bUtGlTGjRoEF24cKHCfQ4cOKA2q29SUpJKuf/973/k5uZGRkZG5ObmVuUstGLIRKjNrMjqyotFXFycVjI7387Kpak/xVOLT36noZ98QXGzPOi7JS+R54a25L7RnToscSELrzefyfJJT7JtNtAo02ZxcTHdXbVKmTE5dfQYampqRsCXpFr1LwkwrbFMovrOXqoNurpfpVIprV+/Xu1rDx8+pK5du5Kbm5tWz6lrYmjbGHtWXclwXB18v4qbWLPRjhw5kgYNGqSybdy4cWRra1sj5wegjDlKFRcXk62tLS1cuFC5LS8vj2QyGa1evZqIiB48eECGhoa0bds2ZZmbN2+SRCKhPXv2EBFRYmIiAVBZ1SA2NpYAlBuDaHJudUrfxzlz5lDTpk3J3NycPvjgA8rPz1eW2b17N/Xo0YNkMhlZWlrSgAED6PLly8rXU1JSCABt376devfuTcbGxrR+/Xq6du0a+fv7U6NGjcjU1JTatGlDf/zxh9p6iPVzWEonP93PmjULxcXFAEoyg6ampuLVV1/Frl278PXXX1frmDExMQgJCcHRo0cRHR2NwsJC+Pj4aDTUITk5Genp6cqHs7Oz8rXY2FgMGzYMQUFBOHPmDIKCgjB06FAcO1Z2fqOYOTg4ICk5WaWXtaLe1qqWr2+sLaT44i1P/DahJyROPRFQ8BlO3x2FxbfyYF1YiAJLIzhMvAr3+YPQ0OMggGIAu0FkrtGcVEEQYBUcjJeWfw3BxAQ5R45gi4MDHI1+h+oc3V0AjFBTw+d4yF75Nm3ahPHjx5cZEvXo0SP4+Pjg/v37OHDggH4qx5iOaNI7WpMJ53i6BKsziABFjn4eVczc/zwTE5MKewqDg4PRsGHDCh/PTq2pqpSUFGRkZChHSQElWf979+6NI0eOAADi4uJQUFCgUsbe3h7u7u7KMrGxsZDJZOjSpYuyTNeuXSGTyZRlqnPu8uzfvx9JSUk4cOAAtm7dip07d2Lu3LnK13NychAWFoYTJ05g//79kEgkGDJkiDLmKjV9+nRMmjQJSUlJ8PX1RUhICPLz83Hw4EEkJCRg0aJFypG1dY1Olvvx9fVV/n/Lli2RmJiI+/fvo3HjxlXOBlpqz549Ks83bNgAa2vrMsPx1LG2tkajRo3UvrZs2TJ4e3tjxowZAEoSsMTExGDZsmXYunVrtepaWzk4OFQpIK1qeTF5fuBsdQfSur8kw5b3u+BA8h0s3ivDxPQOGJMnh6HlP9gqM8PjZiloERaCgmsNcDPqMh4lbIQgrNF4GQkLb28YbWmG6+ND8FJ6OrY63MCkW71x8vHgJ0ti7EeLFi2RkTEbrq5uCA/X7fC50iF7ERELkJxcM+cUi//85z948OABRowYgT/++AN9+/bFo0eP4Ofnh3v37iEmJqbSpXkYE5PSef8lgeQ8JCTsRWBgIBwdS5JHuri0hq9vP3zxxRdlyjy7FJo2lUyXmIey0yVma/1cjOlUwWNggb1+zv1/twAjs2rtevz4cWzZsgX9+vUrt0xERESlQ5Xt7at/7aVL4z3/N9fGxgapqanKMkZGRmjcuHGZMqX7Z2RklMmVAZTEFc8vv1eVc5fHyMgI69evh6mpKdq2bYuIiAhMmzYN8+bNg0QiQWBgoEr5devWwdraGomJiXB3d1duDw0NVWlf09LSEBgYiHbt2gEoic3qKp2uY/ssS0tLrR4vKytL4+N26NABeXl5aNOmDWbNmoW+ffsqX4uNjcWUKVNUyvv6+mLZsmXlHi8/P19lyYzs7Owq1p7pi5WVFUylUrybl1fmteomwBIEAa+1tkEfF2vsPpeBJdFNoLjdD1Myf8RNy8vYZtEQaFGIFh+1QN7Vn5C+wwPJyas0Pr7UzQ0ttm/DjZAJaJSQgPXN7yLi3kJcauagl6AyICCA13Ysx7hx43D//n0MHjwYv/zyC2bPno2MjAzExMTAzs5O39VjTKvUrf8KeCM19RSAkiD27NkvAHjW2BqxLi6tkZCw90ldBHCGY8Z07/fff0fDhg1RWFiIgoICDBo0CMuXLy+3vLW1tdqAUdue70wjoko72J4vo668Jsepzrk9PT1hamqqfN6tWzc8evQI169fh6OjI65cuYLZs2fj6NGjuHfvnrKnNi0tTSWw7dSpk8pxJ02ahP/+97/Yt28f+vfvj8DAQHh4eFRYF7HSamArkUg0+ocuLCx8ofMQEcLCwtCzZ0+Vf8jn2dnZYe3atfDy8kJ+fj42bdqEfv364e+//1b28mZkZKj9VaW8X2IAIDIyUmVoABOP0iHW6rIfW1lZvVAPtUQiYICHHXIvxeLTvX8hzM4f3RSExQ824UTj+9hu3hBomQin6YkQrryM1OxUOFo4anRsQ2trOP7wPW59MgMP9+5FhFUTNBn1LprqKDW8XC7H3Lmf4eLFC3BxaY3w8JkczGro448/RmZmJvr164cWLVogJiYGL730kr6rxZjWqesdBd4AEIuSYcAlgS5wCTXVgxoePvNJL7IviPyejGyJRng4L0nGRMbQtKTnVF/nroK+ffti1apVMDQ0hL29PQwNDSssHxwcjM2bN1dYJjExsdrfyUoTN2ZkZKj8qHznzh3ld35bW1soFApkZmaq9NreuXNHuT68ra0tbt++Xeb4d+/eLXcElibnrqrS2GrgwIFo3rw5vv32W9jb26O4uBju7u5QKBQq5c3MVHvbx40bB19fX/zxxx/Yt28fIiMj8eWXX2LixInVqk9tptXAdufOneW+duTIESxfvhz0guP2AWDChAk4e/YsDh8+XGE5V1dXuLq6Kp9369YN169fx+LFi1WGL1f1V5UZM2YgLCxM+Tw7OxvNmzev6mUwPanqEGt1QR4AtYGfXC7HW/8pHZpH2OWQgNi+7yEw/x7WZW7H740L8ZNFQxS9DAz+eRDebj0c49qNQxOTJpXWQ2JigpeWLsHdr77Gv2vW4N/Va1Bw6xbs58+HYGRU7fdD3fWqG144bdo07N27n4Pdcjz/XhgaGsLKyqrMEme85i+rK9T1jj5d7gx4Guh+8uQ13feg8nQJVmcIQrWHA9c0MzMztGrVSuPyuh6K7OTkBFtbW0RHR6NDhw4AAIVCgZiYGCxatAgA4OXlBUNDQ0RHR2Po0KEASpbNO3fuHD7//HMAJXFDVlYWjh8/js6dOwMAjh07hqysLGXwW51zl+fMmTPIzc2FiYkJAODo0aNo2LAhmjVrhn///RdJSUlYs2YNXn31VQCoNA56VvPmzREcHIzg4GDMmDED3377LQe2lRk0aFCZbRcuXMCMGTPw22+/4Z133sG8efNe6BwTJ07Er7/+ioMHD6JZs2ZV3r9r164qvxLZ2tqW6Z2t7FcVY2NjGBsbV/ncTHzKC/IAqJ0z9vzQvLw0QsYmX/zY0RS7u4djpCIWG7N/w5omxjhsaoLNSZsRdXEH3m3zHka2HQmZsazC+ggSCaynhMLIoTnSPw1H9q+/ofD2HTRb/jUMLCy0cs3qhhcKgg+++GIpBOG1GpknJ0Yymeq/3fDhw/VUE8ZqxvO9oyXJ7PYDiHpSgiAIu0FUXKM9qDxdgrHa7UWHIj969AiXL19WPk9JSUF8fDwsLS3h4OAAQRAQGhqKBQsWwNnZGc7OzliwYAFMTU0xYsQIACV/s8eOHYuPPvoITZo0gaWlJaZOnYp27dqhf//+AAA3Nzf4+fnh/fffx5o1awAAH3zwAfz9/VU6zlq3bo3IyEgMGTJEo3OXR6FQYOzYsZg1axZSU1MRHh6OCRMmQCKRoHHjxmjSpAnWrl0LOzs7pKWl4ZNPPtHo/QoNDcXrr78OFxcXZGZm4q+//oKbWx2dnqGrdMs3b96kcePGkaGhIfn7+1NCQsILHa+4uJhCQkLI3t6eLl68WO3jBAYGUt++fZXPhw4dSq+//rpKGT8/P3r77bc1Pian2K+71C1vA/QjoLHaJW+kUlO1S/IYGkpJIjUny/7zyX3qNlo58x36K9KOhq5xJveN7uS+0Z26be5Ma86soRxFjkZ1e3jwEF3o0JESXVvTFX9/Uty8qZVrLu8aAENRL/NTiu9XzfF7xSoTFRWlbPscHVs9WWrH+8lSO94EgD7++GNlGU9Pryovqcc0w/eruIl1mRV1y/3oWnnLeY4cOVJZpri4mMLDw8nW1paMjY2pV69eZWKR3NxcmjBhAllaWpKJiQn5+/tTWlqaSpl///2X3nnnHTI3Nydzc3N65513KDMzU6UMANqwYUOVzv280vfx008/pSZNmlDDhg1p3LhxlJeXpywTHR1Nbm5uZGxsTB4eHvT333+rLHdUutzP6dOnVY49YcIEevnll8nY2JiaNm1KQUFBdO/ePbX1EOvnsJRApIWxwc/IysrCggULsHz5crRv3x6LFi1Sdpm/iPHjx2PLli345ZdfVH4lkclkyi77GTNm4ObNm/jhhx8AlGQ8btGiBdq2bQuFQoHNmzdj4cKFKr1MR44cQa9evfDZZ59h0KBB+OWXXzBr1iwcPnxYJb13RbKzsyGTyZCVlQULLfWasdrBxMQMeXnzAIQ9s3UJgP8DkKeyTSqd/WRonpWyt7Okx8IXxsZHkZ/fDUR70KDRYzTqlYyX3c5hcoP/wcr8BFZaWuDyk+HElkYyjPX4AMNaD4OxQcUjA/KSknD9w2AU3rmDBk2bovnaNZC+4K9wnp5eZa7h6Ty5ZzP6lVxzbm7lS27VJny/ao7fK1ZVcrn8yTDgpCfDgGfyMOAawveruOXl5SElJQVOTk6QSqX6rg6rp8T+OdTqOraff/45WrZsid9//x1bt27FkSNHtBLUAsCqVauQlZWFPn36wM7OTvnYvn27skx6errKulcKhQJTp06Fh4cHXn31VRw+fBh//PGHyhCl7t27Y9u2bdiwYQM8PDywceNGbN++XeOgltVtLi6tIQh7UXbtWFOVbaVzxspb57WoKB9EvgAEFD4ww71fO+L09w/x0bWeWPhgLsamNcfCO/fQvKAA9xVZ+OLkF/CPeh0/X/4ZRcVF5davNGOysXMrFN69i9R33sWjw/+UW16T9STVXUPJ8MLGaq/5Rc7FGKtbAgICEB9/Erm5OYiPP8lBLWOMsRqj1R5biUQCExMT9O/fHwYGBuWWq2tfcPlX0rrr6Rxbb5X5YQDKbJPLSxKUqOuxmDNnvtqe3HYe97F4yx+I3J2EhvfOYkqD7bgvS8GqxjLcblAyBd5GaII7O7Nwac/FcpM2FWVn48bESXh87BjQoAHsIiLQKGCI8hrmzv0MSUmJTxZMdwfwHkqSvPwJR0cnLFmyWOWYz1+Dr28/fP755+Vec/nvmw+IfCEIe0G0r1bMyeX7VXP8XjEmHny/ipvYe8pY3SD2z6FWA9tRo0ZVutwPAGzYsEFbp6wV+I9J3aYuUCWiKg23Ky9ALg0MC4qKsfloKpb9eQnOeQmYaLgDVxvfwHcyC2Q/+ZEo73JTpP9UjJyLMWoDxGKFAukzZyH7t98AAFYhIThkb4fA//xHGWCWBrMlyV2GAPABEAcgs9KgsypDDNUNZxYEX3h43Ed8/EkN33nd4PtVc/xeMSYefL+Km9gDClY3iP1zqPU5tvUR/zGpv6qy3qsmgWFmjgLL/ryIzcfS0AUJmGC0Fccb38ePFubIk5TMHHgYbwzZ2WKc2X+qzDmouBh3l32Ff9euBQAclhhgYrI98ov34ul8WV8A9wGcRMl84dkQhB5aDTrLm5tcG+bk8v2qOX6vGBMPvl/FTewBBasbxP451OocW8bqk9Je2IQEK+TlzUNCghUCAwPLHWqvydyzxmZGmDvIHdFTeqFJOx+MyJuP5NujsDKtCG9lP4QBEczb56P4XQU+/edT3M5RXThckEhgHTYFtvMigAYN0LO4COuaKdDYILO0BAA/AEkoCXL3AHADkR+Sk5O09t6om5usy7UrGWOMMcZY/caBLWPlqCz5kep6r2Eg2gNB8EZExIIXPnfLpg2xfHgHNDy8EvKL1hieuwhCxgBsvpEJ75zHgETAzss74b9zAFbFr4KiSKGyf+O33oLDd9/iEYCOJrexzWEYXja6jKfJr6xQ0nMbDeD/tB50lpdEKzx8ptbOwRhjjDHGWCkObBlTQ5Pe2IsXLygzHZcQtN7zGRE2DneiJuLmtl+xKr0fRj36Al1uueOHW7fRIS8PeUX5WHlmJd76NRCn75xW2desa1fcDg1FmkKB5kY38KNDILqY9kJJhuPrKBmKPAqCsFrrQWdAQACioqLg4XEfUulseHjcLzfRFGOMMcYYYy+KA1vG1NCkN7a6w22rsgxOaYDo2ugMMre9h5xzMZiL9zEr+1N8eLMJvrhzD5ZFRbiafQ3v7X4PEUfm4EHeA+X+/sEfIm/uHFwQJLAwUODb5vfw5+zZiIr6Hzw9W0Iq/UlnQScv+8EYY4wxxmoKB7aMqaFJb2x1httW1hOsLuhVBoiPHyHp9zU49Ik3nD174B3FLOzI/C9W3ACGPHwEANhxKQpv/M8H35//Xjk8eVBQEAbFn4K5nx8aALD/aQd63b6N06dPcNDJGBMtXiubMcbYsziwZUwNTXpjqzPctqKeYE2TUTVpaIxlb3fAhtGdccGiJ4Y8jgSlv4mv0x/CNV+Bh0W5WHxyMQbJB2DX1V0oKi6CxNgYLy35EpZjxgAA7n71NdJnzkKxQqGmlowxVrtVNXkfY4zVZqNGjcLgwYP1XQ3R48CWMTU07Y2t6nDbinqCq5qMqq+rNfZ/1BufDvLEPrOBmPzgc/RL64hP72bCqrAINx5nYPqh6Qj8NQB7ru0BCYDNx9NgM3sWIJEgSy5H2qjRKLx374XfL8YYq6oX6XHVpL3kHl3GdG/UqFEQBAGCIMDQ0BAtW7bE1KlTkZOju6X9IiMj8corr8Dc3BzW1tYYPHgwkpOTVcoQEebMmQN7e3uYmJigT58+OH/+vEqZ/Px8TJw4EVZWVjAzM8Obb76JGzduqJTJzMxEUFAQZDIZZDIZgoKC8ODBgwrrp8m5mW5wYMuYGrpKflRRT3Blw5/VfUmTGhrgvW4tEDOtL8IGvoJvjcdg9b+fYnaqBUIyH8C8qBhXsq5iWsw0vPXbWziZcRKW77yD5mtWQ2JujtxTp5Dy1lD8sWIFfwFkjNWYF+1x1aS9rM7xORhmrOr8/PyQnp6Oq1evYv78+Vi5ciWmTp2qs/PFxMQgJCQER48eRXR0NAoLC+Hj46MSTH/++edYsmQJVqxYgRMnTsDW1hbe3t54+PChskxoaCh27tyJbdu24fDhw3j06BH8/f1RVFSkLDNixAjEx8djz5492LNnD+Lj4xEUFFRh/TQ5d00pKCio8XPqFbEXlpWVRQAoKytL31VhtVxUVBQBIEHwJuDLJ/8FyeVy8vDoSILgQ0AxAURAMQmCN3l6ej2zn8+T/XwIAEVFRakc//6jfJr+vzPkOP03mjhjBqXMdaCVS5tRt3VtyH2jO7lvdKfpB6fTnZw7lHflKl329aNE19Z00tmFBll0J2Bxuccurb+HR0eSSk3Jw6Oj2jK1Hd+vmuP3iulKRe2dNvavzvE1bWdrK75fxS03N5cSExMpNzdX31WpkpEjR9KgQYNUto0bN45sbW1rrA537twhABQTE0NERMXFxWRra0sLFy5UlsnLyyOZTEarV68mIqIHDx6QoaEhbdu2TVnm5s2bJJFIaM+ePURElJiYSADo6NGjyjKxsbEEgC5cuKC2LpqcW53S93HOnDnUtGlTMjc3pw8++IDy8/OVZXbv3k09evQgmUxGlpaWNGDAALp8+bLy9ZSUFAJA27dvp969e5OxsTGtX7+erl27Rv7+/tSoUSMyNTWlNm3a0B9//KG2HmL9HJbiHlvGalB5PcFEhKysLBD9CcASJcvwPB3+rOkw5cZmRlgY6IH/BXdHclM/DHy8GNJ73fD7jQy8lf0QAhH+uPoHBv48EFsfx+ClrZsRL0hgKpEg0u4+NjY/g5cNl6s99vM9IGfPWiIwMBAtWrTkXg3GWJW86HJplU0Xqc7xdbk2OWNVRUR4XPBYLw8iqryCFTAxMamwpzA4OBgNGzas8JGWlqbx+bKysgAAlpaWAICUlBRkZGTAx8dHWcbY2Bi9e/fGkSNHAABxcXEoKChQKWNvbw93d3dlmdjYWMhkMnTp0kVZpmvXrpDJZMoyz9Pk3OXZv38/kpKScODAAWzduhU7d+7E3Llzla/n5OQgLCwMJ06cwP79+yGRSDBkyBAUFxerHGf69OmYNGkSkpKS4Ovri5CQEOTn5+PgwYNISEjAokWL0LBhwwrrIlYN9F0BxuqbgIAABAQEKJ+XBoyC4ANgPIDdAL6Hg0NLLF1aMvx5xIh3QTQPZb+kzVZ7jk4tLPH7pJ747lAKFu1viKjcV7GgaAMCH17HfKvGOAfgy7gvsePiDhw3v4OAK374sMk5dDY9gagWgdic6YYNF1UbYNUvfQKAKQB8kJoah8DAQERFRalcF2OMlcfFpTUSEvaCaApK2hPNlksrVfojYUTEAiQnz4arqxvCw59OF6nO8UuCYc3bWcZ0KbcwF122dKm8oA4cG3EMpoam1dr3+PHj2LJlC/r161dumYiIiEqHKtvb22t0PiJCWFgYevbsCXd3dwBARkYGAMDGxkalrI2NDVJTU5VljIyM0Lhx4zJlSvfPyMiAtbV1mXNaW1sryzxPk3OXx8jICOvXr4epqSnatm2LiIgITJs2DfPmzYNEIkFgYKBK+XXr1sHa2hqJiYnKawdKhlg/+30sLS0NgYGBaNeuHQCgZcuWFdZDzLjHljE9e76XANgHQfBGo0aNVb6kPT83F9gFW9vyG35DAwn+2+dl7AvtDUvnLhicPxebct7DN7ceI+Luv2hSWIS0h2mwDbHFvrGJCMxdjuiH/WEoFGK0ZQJ+d2iO+5t/BD351VVdDwjwOoB87tVgjFVJdZZLe15Fyfuqc/zqrk3OWH33+++/o2HDhpBKpejWrRt69eqF5cuXl1ve2toarVq1qvDRoIFmfW8TJkzA2bNnsXXr1jKvCYKg8pyIymx73vNl1JXX5DjVObenpydMTZ/+oNCtWzc8evQI169fBwBcuXIFI0aMQMuWLWFhYQEnJycAKNO73alTJ5XnkyZNwvz589GjRw+Eh4fj7NmzFdZD1PQ3Crru4Hkt4qfruaMVHV8qNSXgyyfzwEofX5JUaqqyPwAC+j0p2//Jc83mfxUXF9PuhHTq9flf5Dl9K/0wM4Cy5zSipcuaU4cNbcl9ozu1Xe9Odu/+h/o06UG/tXCiRNfWlOjami77+FLWvn3k6Pjyk/M+nbNWUp9WZepbm4n5fv3mm2+oRYsWZGxsTB07dqSDBw+WWzYqKor69+9PVlZWZG5uTl27dlXOG9KUmN8rVvtFRUWRp6cXSaWm5OnpRR9//LFW2+Hnjy+Xyystj3JyIIgB36/i9vzcxuLiYspR5OjlUVxcrHG9R44cSf3796dLly7RtWvXSKFQVLrPhx9+SGZmZhU+UlNTKz3OhAkTqFmzZnT16lWV7VeuXCEAdOrUKZXtb775Jr333ntERLR//34CQPfv31cp4+HhQZ9++ikREa1bt45kMlmZ88pkMlq/fr3aOmlybnVGjhxJffv2VdkWHx9PAJTvhZubG/n4+NCff/5JiYmJdO7cOQJAO3fuJKKnc2xPnz5d5vhpaWm0atUqGjJkCBkaGtLXX3+tth5in2PLga0W8B8TcdN1wpDKjq9pkhNHRycCGhNgSoAXAVFVSrZCRJRXUEhrY66Qe/geeuOTFXR0dme6Pq8xTfmmpTK5lPtqd5r+41S6u+VHSu7eQxng7nB2IQ+plADvJ8G195PgumWV66FPYr1ft23bRoaGhvTtt99SYmIiTZ48ucI//pMnT6ZFixbR8ePH6eLFizRjxgwyNDQs88e2ImJ9r5j41JbETVUNhmsTvl/FTawBhbrkUZW5ffs2Xbp0qcJHQUFBufsXFxdTSEgI2dvb08WLF9W+bmtrS4sWLVJuy8/PV5s8avv27coyt27dUps86tixY8oyR48e1Sh5VEXnVmfkyJFkaWlJjx8/Vm5bvXo1NWzYkIqKiujevXsEQOUH7UOHDmkc2D7rk08+oXbt2ql9Tayfw1Ic2GoB/zERtxfNzvmix9e0l0CTnl1N3XuYR59EnaUWn/xG42fMopuftqRjkU1pyFoXZYA7aOcg+ufSn3R76VJK8myvDHCX2LUl+wbmT4LrUQQYcq9GDejcuTMFBwerbGvdujV98sknGh+jTZs2NHfuXI3Li/W9YuKj63a4PuD7VdzEGlBUJ7B9Uf/9739JJpPR33//Tenp6crHs0HhwoULSSaTkVwup4SEBBo+fDjZ2dlRdna2skxwcDA1a9aM/vzzTzp16hS99tpr5OnpSYWFhcoyfn5+5OHhQbGxsRQbG0vt2rUjf39/lfq4urqqfAfS5NzPGzlyJDVs2JCGDx9O58+fp127dpGNjY3yb3xRURE1adKE3n33Xbp06RLt37+fXnnlFY0C28mTJ9OePXvo6tWrFBcXR507d6ahQ4eqrYdYP4eleI4tq/deNDtndY9/5kw8PD29AECjNXO1Of+rSUNjvIJLMDu8Gjuvy9A3fzEOPRyI729mYta9+2hUVIQrWVfw4T+hmNfuCqT/W4cDEgMUE+BnUYTfnVoipMlISIVUSKVSrazxy8qnUCgQFxenkmURAHx8fCrNsliquLgYDx8+VGaNVCc/Px/Z2dkqD8Zqgq7bYcZY3bFq1SpkZWWhT58+sLOzUz62b9+uLPPxxx8jNDQU48ePR6dOnXDz5k3s27cP5ubmyjJLly7F4MGDMXToUPTo0QOmpqb47bffYGBgoCzz448/ol27dvDx8YGPjw88PDywadMmlfokJycrMzNrem51+vXrB2dnZ/Tq1QtDhw7FwIEDMWfOHACARCLBtm3bEBcXB3d3d0yZMgVffPGFRu9XUVERQkJC4ObmBj8/P7i6umLlypUa7Ss2AtEL5vRmyM7OhkwmQ1ZWFiwsLPRdHVZFnp5eSEiweibbL0EQfOHhcR/x8Sd1cnzAG8AlCEJrEO3TKKPw0+zJ3iDygyDsAVF0tYLKZzMxE/nCzO0qGvXphGYWEnxsuB39DP/B6kYybLMwR6EgwFBiiC4NuuDvDzbik8au6GyaDwC4VVAA4e1h6DN7NiRSabXen5omxvv11q1beOmll/DPP/+ge/fuyu0LFizA999/j+Tk5EqP8cUXX2DhwoVISkpSm+URAObMmaOytEApMb1XTJx03Q7XB2Js29hTeXl5SElJgZOTE6Qi+XvK6h6xfw65x5bVe9rIzlmV45cEtfsBLKvSOonlrYFbnZ7S5zMx5yQtR/p3PyHz8lnMoAkYnRuOQffMEXUzHT0e56KguACHFYfRZHlb7BikwBemD3BPEGBvaAi7KDku9e6D24s+x+O4OBSkp4MKC6tcJ1a56mRZBICtW7dizpw52L59e7lBLQDMmDEDWVlZykdpJkbGdE3X7TBjjLG6j3tstYB/JRU/uVz+ZD3EpCfrIc7U6tDa0uOfORMP4CUAywCUHn8JpNLZyM3N0dr5KmNiYoa8vHkoWV6oVEk9rqTfw/YT1/HLqWvwzZZjcoMoHDc1wKImjXDD0FBZWqooRuBJoHc80ChLdXFwGBjA0MYGhs2bw7B5Mxg5OsLYyQlGjo4wsLSExNwcEiOjmrjUMsR4vyoUCpiammLHjh0qn8vJkycjPj4eMTEx5e67fft2jB49Gjt27MCAAQOqdF4xvldMvHTdDtd1fL+Km9h7yljdIPbPIQe2WsB/TJimastwO03qQUSIS83E8fgzsEv9BXiYhjMmN5BmkoNrxoS7DUrmoAjFhPZXCf3jCQ53CU2ygQbF5Z+7lCCVwtjFBSbubSFt6w6puzuMW70M4Zm5Lbog1vu1S5cu8PLyUpkX06ZNGwwaNAiRkZFq99m6dSvGjBmDrVu3YvDgwVU+p1jfK8YqI5fLMXfuZ7h48QJcXFojPHxmpdNBaju+X8VN7AEFqxvE/jnUbPXjWiAyMhJyuRwXLlyAiYkJunfvjkWLFsHV1bXcfeRyOVatWoX4+Hjk5+ejbdu2mDNnDnx9fZVlNm7ciNGjR5fZNzc3V5T/oKx2Cw+f+WRuq6/KPNnwcLnOzqnuC5wm9RAEAZ1aWKJTi74A+gIAfBWFSEp/iPM3M3E57Syy/z0J5CVB0vgmjvg+QpRxEa4bSNDwsQDrLMD6AcEmE7C7T7C/T7DNBMxKpueC8vKQd/Ys8p5ZKLzA0AA5zWxg0NIZjd3ao0mb1jB3dUYDOzsIkvo9cyIsLAxBQUHo1KkTunXrhrVr1yItLQ3BwcEASoYR37x5Ez/88AOAkqD2vffew1dffYWuXbsiIyMDAGBiYgKZTKa362BM31RzDMxDQsJeBAYGapTrgDHGWO0lmsA2JiYGISEheOWVV1BYWIiZM2fCx8cHiYmJMDMzU7vPwYMH4e3tjQULFqBRo0bYsGEDBg4ciGPHjqFDhw7KchYWFmWSr3BQy3TF0fFlpKUdgCD8DQeH5li6VHcZhSv6AhcVFfVk2N/sJ8P+Kq+HqVEDeDk2hpdjY6B7SwCDAQDFxYT8wmLkFhQhK+s+rt5MwI27Sbjz4Cru5N7E0cI7uC88xL0GBcgWCCYKQJYDON0mvJxe8nC6DZgoitAo5RaQcguF+2NwG8BtAIoGAh40NkFOk8YotmsOqzYdcVtRiC++34S4S8klAfun/4eAwECdvI+1wbBhw/Dvv/8iIiIC6enpcHd3x65du+Do6AgASE9PR1pamrL8mjVrUFhYiJCQEISEhCi3jxw5Ehs3bqzp6jNWa6jmGBBANAWC4IuIiAUc2DLGmIiJdijy3bt3YW1tjZiYGPTq1Uvj/dq2bYthw4bh008/BVDSYxsaGooHDx5Uuy48/Idp4vlMxIKwV+OMyNVVW4Y+PyszNxtJd67gxu1EZPx7AfeyU5CTdw95eQ8g/TcHpvcKYZoJ2GQKeOkewf6+ZkObf7dS4OWwLyp9L/l+1Ry/V6wuqijHQE3mOtA2vl/FTexDQFndIPbPoWh6bJ9Xul5URWsyPq+8dRwfPXoER0dHFBUVoX379pg3b55Kj+7z8vPzkZ+fr3zOaz0yTVTWS6CLOV8la0POQ9m1IWe/6OVUW2MTC3R37AA4ln+PFec/wt27ibh4/Rjibp3F/bTLKLydBYP7CphlFqPpA4L1A8Dq4dN9/O8ZYTj3uDDGKuHi0hoJCXtBNAVPf/Cr3prgjDHGag9RBrZEhLCwMPTs2RPu7u4a7/fll18iJycHQ4cOVW5r3bo1Nm7ciHbt2iE7OxtfffUVevTogTNnzsDZ2VntcSIjI9Wu9chYRSoKMnU150usX+Akxg1h06wzbJp1xqvPvUZEsLCxQNMW4+DgZYnelnvRIfFfRHVoiORvEvVSX8aYeOgj1wFjjLEaQCI0fvx4cnR0pOvXr2u8z5YtW8jU1JSio6MrLFdUVESenp40ceLEcsvk5eVRVlaW8nH9+nUCQFlZWRrXh1VPVFQUeXh0JKnUlDw8OlJUVJS+q6QxD4+OJAg+BBQTQAQUkyB4k6enV4WvvYioqCgCQILgTcCXT/4LksvlWroq/XiR9ysrK4vvVw3xe8XqqqioKPL09CKp1JQ8Pb1E3yYS8f0qdrm5uZSYmEi5ubn6rgqrx8T+ORRdmtGJEyfi119/xYEDB9CsWTON9tm+fTvGjh2Ln376Cf3796+wrEQiwSuvvIJLly6VW8bY2BgWFhYqD6Z7pb2aCQlWyMubh4QEKwQGBkIuF8ev7OHhM0G0D4LgC2DJk96CaISHz3zSm+uLsr25SS90zoCAAERFRcHD4z6k0tnw8LgPuVx3yapqSkXvJWOMVSYgIADx8SeRm5uD+PiTom8TGWPiNmrUqGoty8dUiSawJSJMmDABcrkcf/31F5ycnDTab+vWrRg1ahS2bNmCAQMGaHSe+Ph42NnZvWiVmZapzlENA9EeCII3IiIW6LtqGqkoyHRxaQ1B2AugNJeb9oYM18UvcHU1YGeMMcbEZNSoURAEAYIgwNDQEC1btsTUqVORk1MzidgiIyMhCAJCQ0NVthMR5syZA3t7e5iYmKBPnz44f/68Spn8/HxMnDgRVlZWMDMzw5tvvokbN26olMnMzERQUBBkMhlkMhmCgoIqTTirybmZbogmsA0JCcHmzZuxZcsWmJubIyMjAxkZGcjNzVWWmTFjBt577z3l89J1HL/88kvlOo4ZGRnKxFMAMHfuXOzduxdXr15FfHw8xo4di/j4eOXakKz20FWvZk0qL8jkHsiqq4sBO2OMMSY2fn5+SE9Px9WrVzF//nysXLkSU6dO1fl5T5w4gbVr18LDw6PMa59//jmWLFmCFStW4MSJE7C1tYW3tzcePnyadTI0NBQ7d+7Etm3bcPjwYTx69Aj+/v4oKipSlhkxYgTi4+OxZ88e7NmzB/Hx8QgKCqqwXpqcu6YUFBTU+Dn1Sr8joTWHkq6sMo8NGzYoy4wcOZJ69+6tfN67d2+1+4wcOVJZJjQ0lBwcHMjIyIiaNm1KPj4+dOTIkSrVjee11AxdzUOtLfQx50vMc5ari+9XzfF7xZh48P0qbmKd2zhy5EgaNGiQyrZx48aRra2tTs/78OFDcnZ2pujoaOrduzdNnjxZ+VpxcTHZ2trSwoULldvy8vJIJpPR6tWriYjowYMHZGhoSNu2bVOWuXnzJkkkEtqzZw8RESUmJhIAOnr0qLJMbGwsAaALFy6orZcm51an9H2cM2cONW3alMzNzemDDz6g/Px8ZZndu3dTjx49SCaTkaWlJQ0YMIAuX76sfD0lJYUA0Pbt26l3795kbGxM69evp2vXrpG/vz81atSITE1NqU2bNvTHH3+orYdYP4elRJMVmTRYbnfjxo0qz//+++9K91m6dCmWLl1azVqxmlTXM1kGBATU6FI1usrEzBhjjLEXQ0SgZ0Yl1iTBxASCIFResBwmJiYV9hQGBwdj8+bNFR4jMTERDg4O5b4eEhKCAQMGoH///pg/f77KaykpKcjIyICPj49ym7GxMXr37o0jR47gww8/RFxcHAoKClTK2Nvbw93dHUeOHIGvry9iY2Mhk8nQpUsXZZmuXbtCJpPhyJEjcHV1LVMvTc5dnv3790MqleLAgQO4du0aRo8eDSsrK3z22WcAgJycHISFhaFdu3bIycnBp59+iiFDhiA+Ph4SydNBuNOnT8eXX36JDRs2wNjYGB988AEUCgUOHjwIMzMzJCYmomHDhuXWQ8xEE9gyVjqvMiJiAZKTZ8PV1Q3h4TyvsroqW1e3KnSxBi9jjDFWX1FuLpI7eunl3K6n4iCYmlZr3+PHj2PLli3o169fuWUiIiIqHapsb29f7mvbtm3DqVOncOLECbWvZ2RkAABsbGxUttvY2CA1NVVZxsjICI0bNy5TpnT/jIwMWFtblzm+tbW1skx1zl0eIyMjrF+/Hqampmjbti0iIiIwbdo0zJs3DxKJBIGBgSrl161bB2trayQmJqosfxoaGqryHSwtLQ2BgYFo164dAKBly5YV1kPMRDPHljGA51UCJUGkp6cXTEzM4OnpVe2s0Nqasyz2bNWMMf3TVrvGGKt5v//+Oxo2bAipVIpu3bqhV69eWL58ebnlra2t0apVqwofDRqo73u7fv06Jk+ejM2bN0MqlVZYr+d7nYmo0p7o58uoK6/Jcapzbk9PT5g+84NCt27d8OjRI1y/fh0AcOXKFYwYMQItW7aEhYWFMpFuWlqaynE6deqk8nzSpEmYP38+evTogfDwcJw9e7bCeogZ99gyJiLaHD7s4tIaCQl7QTQFJcFt9TIxa7PnlzFW//C0CMbKEkxM4HoqTm/nroq+ffti1apVMDQ0hL29PQwNDSss/yJDkePi4nDnzh14eT3tzS4qKsLBgwexYsUK5Ofnw9bWFkBJ7+mzq5zcuXNH2ZNqa2sLhUKBzMxMlV7bO3fuoHv37soyt2/fLlOHu3fvlumRLaXJuauqNCAeOHAgmjdvjm+//Rb29vYoLi6Gu7s7FAqFSnkzMzOV5+PGjYOvry/++OMP7Nu3D5GRkfjyyy8xceLEatWnNuMeW8ZERJtLHmkrE3NdyFbNGNMfsS/lxpguCIIAiampXh5VnV9rZmaGVq1awdHRsdKgFigZihwfH1/ho7yhyP369UNCQoJK2U6dOuGdd95BfHw8DAwM4OTkBFtbW0RHRyv3UygUiImJUQatXl5eMDQ0VCmTnp6Oc+fOKct069YNWVlZOH78uLLMsWPHkJWVpSzzPE3OXZ4zZ86orPZy9OhRNGzYEM2aNcO///6LpKQkzJo1C/369YObmxsyMzMrPN6zmjdvjuDgYMjlcnz00Uf49ttvNd5XTLjHljERKQki56FsEDm7ysfS1pxlbfX8MsbqJ222a4yx2s/a2lrt3FVNmJubq8wnBUoC6yZNmii3l65ru2DBAjg7O8PZ2RkLFiyAqakpRowYAQCQyWQYO3YsPvroIzRp0gSWlpaYOnUq2rVrh/79+wMA3Nzc4Ofnh/fffx9r1qwBAHzwwQfw9/dXSRzVunVrREZGYsiQIRqduzwKhQJjx47FrFmzkJqaivDwcEyYMAESiQSNGzdGkyZNsHbtWtjZ2SEtLQ2ffPKJRu9ZaGgoXn/9dbi4uCAzMxN//fUX3Nzq5nc0DmwZE5GqBJGaJHTSRibmup6tmjGmW/zjGGNM2z7++GPk5uZi/PjxyMzMRJcuXbBv3z6Ym5sryyxduhQNGjTA0KFDkZubi379+mHjxo0wMDBQlvnxxx8xadIkZZbjN998EytWrFA5V3JyMrKysqp0bnX69esHZ2dn9OrVC/n5+Xj77bcxZ84cAIBEIsG2bdswadIkuLu7w9XVFV9//TX69OlT6XtRVFSEkJAQ3LhxAxYWFvDz86uzK8IIpMk6OqxC2dnZkMlkyMrKgoWFhb6rw+qwp3PRvFWCSLlctadVdc6aLwRhL4j26WzOmlwuf9Lzm/Sk53dmrU3sxfer5vi9YjVB03aNVYzvV3HLy8tDSkoKnJycKk2KxJiuiP1zyHNsGROR0uHDHh73IZXOhofHfbVf/mp6zhpnq2aMVZem7RpjjDFWER6KzJjIaDJ8mOesMcbERBvTIhhjjNVv3GPLWB3k4tIagrAXQOlMA56zxhhjjDHG6i4ObBmrgypaykcul8PT0wsmJmbw9PSCXM5JnhhjjDHGmLhxYMtYHVTenDUiQmBgIBISrJCXNw8JCVYIDAzk4JYxxhhjjIkaB7aM1VHqEjpVNakU9+4yxhhjNae4uFjfVWD1mNg/f5w8irF6pCpJpVSXDJqHhIS9CAwM1NmSQYwxxlh9ZWRkBIlEglu3bqFp06YwMjKCIAiV78iYFhARFAoF7t69C4lEAiMjI31XqVp4HVst4LXjmFh4enohIcHqSY+tgJKkUr7w8LiP+PiT1S4rJny/ao7fK1YRuVyOuXM/w8WLF+Di0hrh4TP5Ry894vtV/BQKBdLT0/H48WN9V4XVU6amprCzsxNtYMs9tozVI+HhM5/0wvqCyA+CsOdJUqmyQ4x5ySDGWHl4RAdj2mdkZAQHBwcUFhaiqKhI39Vh9YyBgQEaNGgg6pEC3GOrBfwrKRMTuVyOiIgFSE5OgqurG8LDZ2LIkCFlynGPLeP3ipWnrrYPYsb3K2OsvuPkUYzVM+qSSqlT0ZJBTD9WrlwJJycnSKVSeHl54dChQ+WWTU9Px4gRI+Dq6gqJRILQ0NCaqyir80pGdPii7IiOJH1WizHGWD3GgS1jTK3ylgwqLxBmurV9+3aEhoZi5syZOH36NF599VW8/vrrSEtLU1s+Pz8fTZs2xcyZM+Hp6VnDtWV1nYtLawjCXgClg74IgrAHrq5u+qwWY4yxeoyHImsBD/9hTDzEer926dIFHTt2xKpVq5Tb3NzcMHjwYERGRla4b58+fdC+fXssW7asSucU63vFdO/pHFtvlfn6/OOX/vD9yhir77jHljHGajmFQoG4uDj4+PiobPfx8cGRI0f0VCtWn/GIDsYYY7UNZ0VmjLFa7t69eygqKoKNjY3KdhsbG2RkZGjtPPn5+cjPz1c+z87O1tqxWd0TEBDAGZAZY4zVGtxjyxhjIvF8Cn4i0mpa/sjISMhkMuWjefPmWjs2Y4wxxpguiSawjYyMxCuvvAJzc3NYW1tj8ODBSE5OrnS/mJgYeHl5QSqVomXLlli9enWZMlFRUWjTpg2MjY3Rpk0b7Ny5UxeXwBhj1WJlZQUDA4MyvbN37twp04v7ImbMmIGsrCzl4/r161o7NmO1mVwuh6enF0xMzODp6QW5vOza3owxxmo30QS2MTExCAkJwdGjRxEdHY3CwkL4+PggJyen3H1SUlLwxhtv4NVXX8Xp06fxf//3f5g0aRKioqKUZWJjYzFs2DAEBQXhzJkzCAoKwtChQ3Hs2LGauCzGGKuUkZERvLy8EB0drbI9Ojoa3bt319p5jI2NYWFhofJgrK4rTYSVkGCFvLx5SEiwQmBgIAe3jDEmMqLNinz37l1YW1sjJiYGvXr1Ultm+vTp+PXXX5GU9HRdveDgYJw5cwaxsbEAgGHDhiE7Oxu7d+9WlvHz80Pjxo2xdetWjerCmQgZEw+x3q/bt29HUFAQVq9ejW7dumHt2rX49ttvcf78eTg6OmLGjBm4efMmfvjhB+U+8fHxAIBx48bB1dUV06ZNg5GREdq0aaPROcX6XomRXC7H3Lmf4eLFC3BxaY3w8Jk8f7WGeHp6ISHBCkR7ULIuL0EQfOHhcR/x8Sf1XT2N8f3KGKvvRNNj+7ysrCwAgKWlZbllYmNjy2QR9fX1xcmTJ1FQUFBhmYoyjebn5yM7O1vlwRhjujRs2DAsW7YMERERaN++PQ4ePIhdu3bB0dERAJCenl5mTdsOHTqgQ4cOiIuLw5YtW9ChQwe88cYb+qg+qwD3GKrS5rBgTY518eIFEPmiJKgFAAFEfkhOTipTljHGWO0lysCWiBAWFoaePXvC3d293HIZGRlqs4gWFhbi3r17FZapKNMoJ1hhjOnD+PHjce3aNeTn5yMuLk5ltMrGjRvx999/q5QnojKPa9eu1WylWaXmzv0MguDzpMcwDER7IAjeiIhYoO+q1ThtBvmaHsvFpTUEYS+A0gFsBEHYA1dXtxe/IMYYYzVGlIHthAkTcPbsWY2GCqvLIvr89qpmGuUEK4wxxrSFewyf0maQr+mxwsNngmgfBMEXwBIIgi+IohEePlMr18QYY6xmiC6wnThxIn799VccOHAAzZo1q7Csra2t2iyiDRo0QJMmTSosU1GmUU6wwhhjTFu4x/ApbQb5mh4rICAAUVFR8PC4D6l0Njw87kMul2PIkCEvcimMMcZqmGgCWyLChAkTIJfL8ddff8HJyanSfbp161Ymi+i+ffvQqVMnGBoaVlhGm5lGGWOMsfJwj+FT2gzyq3KsgIAAxMefRG5uDuLjT3JQyxhjIiSawDYkJASbN2/Gli1bYG5ujoyMDGRkZCA3N1dZZsaMGXjvvfeUz4ODg5GamoqwsDAkJSVh/fr1WLduHaZOnaosM3nyZOzbtw+LFi3ChQsXsGjRIvz5558IDQ2tyctjjDFWT3GP4VPaDPL5BwPGGKtfRLPcT3lzXjds2IBRo0YBAEaNGoVr166pJFCJiYnBlClTcP78edjb22P69OkIDg5WOcb//vc/zJo1C1evXsXLL7+Mzz77rErLLHCKfcbEg+9XzfF7xfRBLpcjImIBkpOT4OrqhvDwmdUO8rV5rNqO71fGWH0nmsC2NuM/JoyJB9+vmuP3ijHx4PuVMVbfiWYoMmOMMcYYY4wxpg4Htowxxhir1eRyOTw9vWBiYgZPT69qrWvLGGOsbuPAljHGGGO1llwuR2BgIBISrJCXNw8JCVYIDAzk4JYxxpgKDmwZY4wxVmvNnfsZBMEHRHsAhIFoDwTBGxERC/RdNcYYY7UIB7aMMcYYq7UuXrwAIl8ApasjCCDyQ3Jykj6rxRhjrJbhwJYxxhhjtZaLS2sIwl4ApYs4EARhD1xd3fRZLcYYY7UMB7aMMcYYq7XCw2eCaB8EwRfAEgiCL4iiER4+U99VY4wxVotwYMsYY4yxWisgIABRUVHw8LgPqXQ2PDzuQy6XY8iQIfquGmOMsVqkgb4rwBhjjDFWkYCAAAQEBOi7Gowxxmox7rFljDHGGGOMMSZqHNgyxhhjjDHGGBM1DmwZY4wxxhhjjIkaB7aMMcYYY4wxxkSNA1vGGGOMMcYYY6LGgS1jjDHGGGOMMVHjwJYxxhhjjDHGmKhxYMsYY4wxxhhjTNQ4sGWMMcYYY4wxJmoc2DLGGGOMMcYYEzUObBmrQ+RyOTw9vWBiYgZPTy/I5fJ6WQfGGNMFbt8YY6z24sCWsTpCLpcjMDAQCQlWyMubh4QEKwQGBtboF6/aUIe6bOXKlXBycoJUKoWXlxcOHTpUYfmYmBh4eXlBKpWiZcuWWL16dQ3VlLG6h9s3xhir3QQiIn1XQuyys7Mhk8mQlZUFCwsLfVeH1VOenl5ISLAC0R4AAgCCIPjCw+M+4uNP1ps6VEas9+v27dsRFBSElStXokePHlizZg2+++47JCYmwsHBoUz5lJQUuLu74/3338eHH36If/75B+PHj8fWrVsRGBio0TnF+l4xpgu1vX3j+5UxVt+Jpsf24MGDGDhwIOzt7SEIAn7++ecKy48aNQqCIJR5tG3bVllm48aNasvk5eXp+GoY076LFy+AyBclX7gAQACRH5KTk+pVHeqqJUuWYOzYsRg3bhzc3NywbNkyNG/eHKtWrVJbfvXq1XBwcMCyZcvg5uaGcePGYcyYMVi8eHEN15yxuoHbN8YYq91EE9jm5OTA09MTK1as0Kj8V199hfT0dOXj+vXrsLS0xFtvvaVSzsLCQqVceno6pFKpLi6BMZ1ycWkNQdgLoHQQBkEQ9sDV1a1e1aEuUigUiIuLg4+Pj8p2Hx8fHDlyRO0+sbGxZcr7+vri5MmTKCgoULtPfn4+srOzVR6MsRLcvjHGWO3WQN8V0NTrr7+O119/XePyMpkMMplM+fznn39GZmYmRo8erVJOEATY2tpqrZ6M6Ut4+EwEBgZCEHxB5AdB2AOiaISH19z8r9pQh7ro3r17KCoqgo2Njcp2GxsbZGRkqN0nIyNDbfnCwkLcu3cPdnZ2ZfaJjIzE3LlztVdxxuoQbt8YY6x2E02P7Ytat24d+vfvD0dHR5Xtjx49gqOjI5o1awZ/f3+cPn260mNxrwarjQICAhAVFQUPj/uQSmfDw+M+5HI5hgwZUq/qUJcJgqDynIjKbKusvLrtpWbMmIGsrCzl4/r16y9YY8bqDm7fGGOsdhNNj+2LSE9Px+7du7FlyxaV7a1bt8bGjRvRrl07ZGdn46uvvkKPHj1w5swZODs7l3s87tVgtVVAQAACAgLqfR3qGisrKxgYGJTpnb1z506ZXtlStra2ass3aNAATZo0UbuPsbExjI2NtVNpxuogbt8YY6z2qhc9ths3bkSjRo0wePBgle1du3bFu+++C09PT7z66qv46aef4OLiguXLl1d4PO7VYIzVJCMjI3h5eSE6Olple3R0NLp37652n27dupUpv2/fPnTq1AmGhoY6qytjjDHGmD7U+R5bIsL69esRFBQEIyOjCstKJBK88soruHTpUoXluFeDMVbTwsLCEBQUhE6dOqFbt25Yu3Yt0tLSEBwcDKDkB7ebN2/ihx9+AAAEBwdjxYoVCAsLw/vvv4/Y2FisW7cOW7du1edlMMYYY4zpRJ0PbGNiYnD58mWMHTu20rJEhPj4eLRr164GasYYY5obNmwY/v33X0RERCA9PR3u7u7YtWuXMm9Aeno60tLSlOWdnJywa9cuTJkyBd988w3s7e3x9ddfa7yGLWOMMcaYmAhUmk2klnv06BEuX74MAOjQoQOWLFmCvn37wtLSEg4ODmV6K0oFBQXh0qVLOHr0aJljzp07F127doWzszOys7Px9ddfY9OmTfjnn3/QuXNnjevGi6IzJh58v2qO3yvGxIPvV8ZYfSeaHtuTJ0+ib9++yudhYWEAgJEjR2Ljxo1leisAICsrC1FRUfjqq6/UHvPBgwf44IMPkJGRAZlMhg4dOuDgwYNVCmoZY4wxxhhjjOmXaHpsa7OsrCw0atQI169f519JGavlsrOz0bx5czx48EBlrWtWFrdtjIkHt22MsfpOND22tdnDhw8BAM2bN9dzTRhjmnr48CF/+asEt22MiQ+3bYyx+op7bLWguLgYt27dgrm5OQRB0Mk5Sn+JrQ89J/XlWuvLdQK161qJCA8fPoS9vT0kknqx4lm11UTbBtSuz4cu1ZfrBOrPtdam6+S2jTFW33GPrRZIJBI0a9asRs5lYWGh9z+eNaW+XGt9uU6g9lwr92ZopibbNqD2fD50rb5cJ1B/rrW2XCe3bYyx+ox/0mOMMcYYY4wxJmoc2DLGGGOMMcYYEzUObEXC2NgY4eHhMDY21ndVdK6+XGt9uU6gfl0rq7r68vmoL9cJ1J9rrS/XyRhjYsDJoxhjjDHGGGOMiRr32DLGGGOMMcYYEzUObBljjDHGGGOMiRoHtowxxhhjjDHGRI0DW8YYY4wxxhhjosaBrQjcvHkT7777Lpo0aQJTU1O0b98ecXFx+q6W1rVo0QKCIJR5hISE6LtqWlVYWIhZs2bByckJJiYmaNmyJSIiIlBcXKzvqmndw4cPERoaCkdHR5iYmKB79+44ceKEvqvFaglu27htEzNu3xhjrHZpoO8KsIplZmaiR48e6Nu3L3bv3g1ra2tcuXIFjRo10nfVtO7EiRMoKipSPj937hy8vb3x1ltv6bFW2rdo0SKsXr0a33//Pdq2bYuTJ09i9OjRkMlkmDx5sr6rp1Xjxo3DuXPnsGnTJtjb22Pz5s3o378/EhMT8dJLL+m7ekyPuG3jtk3suH1jjLHahZf7qeU++eQT/PPPPzh06JC+q1LjQkND8fvvv+PSpUsQBEHf1dEaf39/2NjYYN26dcptgYGBMDU1xaZNm/RYM+3Kzc2Fubk5fvnlFwwYMEC5vX379vD398f8+fP1WDumb9y2cdsmZty+McZY7cNDkWu5X3/9FZ06dcJbb70Fa2trdOjQAd9++62+q6VzCoUCmzdvxpgxY+rUFz8A6NmzJ/bv34+LFy8CAM6cOYPDhw/jjTfe0HPNtKuwsBBFRUWQSqUq201MTHD48GE91YrVFty2cdsmZty+McZY7cOBbS139epVrFq1Cs7Ozti7dy+Cg4MxadIk/PDDD/qumk79/PPPePDgAUaNGqXvqmjd9OnTMXz4cLRu3RqGhobo0KEDQkNDMXz4cH1XTavMzc3RrVs3zJs3D7du3UJRURE2b96MY8eOIT09Xd/VY3rGbdsofVdF6+pL2wZw+8YYY7URD0Wu5YyMjNCpUyccOXJEuW3SpEk4ceIEYmNj9Vgz3fL19YWRkRF+++03fVdF67Zt24Zp06bhiy++QNu2bREfH4/Q0FAsWbIEI0eO1Hf1tOrKlSsYM2YMDh48CAMDA3Ts2BEuLi44deoUEhMT9V09pkfctnHbJnbcvjHGWO3CyaNqOTs7O7Rp00Zlm5ubG6KiovRUI91LTU3Fn3/+Cblcru+q6MS0adPwySef4O233wYAtGvXDqmpqYiMjKxzX/5efvllxMTEICcnB9nZ2bCzs8OwYcPg5OSk76oxPeO2re6pT20bwO0bY4zVNjwUuZbr0aMHkpOTVbZdvHgRjo6OeqqR7m3YsAHW1tYqCTnqksePH0MiUb31DAwM6uySGABgZmYGOzs7ZGZmYu/evRg0aJC+q8T0jNu2uqc+tm0At2+MMVZbcI9tLTdlyhR0794dCxYswNChQ3H8+HGsXbsWa9eu1XfVdKK4uBgbNmzAyJEj0aBB3fx4Dhw4EJ999hkcHBzQtm1bnD59GkuWLMGYMWP0XTWt27t3L4gIrq6uuHz5MqZNmwZXV1eMHj1a31VjesZtW91Tn9o2gNs3xhirdYjVer/99hu5u7uTsbExtW7dmtauXavvKunM3r17CQAlJyfruyo6k52dTZMnTyYHBweSSqXUsmVLmjlzJuXn5+u7alq3fft2atmyJRkZGZGtrS2FhITQgwcP9F0tVktw21a31Ke2jYjbN8YYq204eRRjjDHGGGOMMVHjObaMMcYYY4wxxkSNA1vGGGOMMcYYY6LGgS1jjDHGGGOMMVHjwJYxxhhjjDHGmKhxYMsYY4wxxhhjTNQ4sGWMMcYYY4wxJmoc2DLGGGOMMcYYEzUObBljjDHGGGOMiRoHtqzOGzVqFARBQHBwcJnXxo8fD0EQMGrUqCod8/z58xg6dCiaNm0KY2NjODs7Y/bs2Xj8+LGWas0YYxXjto0xxhh7igNbVi80b94c27ZtQ25urnJbXl4etm7dCgcHhyod6+jRo+jSpQsUCgX++OMPXLx4EQsWLMD3338Pb29vKBQKbVefMcbU4raNMcYYK8GBLasXOnbsCAcHB8jlcuU2uVyO5s2bo0OHDsptDx8+xDvvvAMzMzPY2dlh6dKl6NOnD0JDQwEARISxY8fCzc0NcrkcnTt3hqOjI9566y389ttviI2NxdKlS2v68hhj9RS3bYwxxlgJDmxZvTF69Ghs2LBB+Xz9+vUYM2aMSpmwsDD8888/+PXXXxEdHY1Dhw7h1KlTytfj4+ORmJiIsLAwSCSqt4+npyf69++PrVu36vZCGGPsGdy2McYYYxzYsnokKCgIhw8fxrVr15Camop//vkH7777rvL1hw8f4vvvv8fixYvRr18/uLu7Y8OGDSgqKlKWuXjxIgDAzc1N7Tnc3NyUZRhjrCZw28YYY4wBDfRdAcZqipWVFQYMGIDvv/8eRIQBAwbAyspK+frVq1dRUFCAzp07K7fJZDK4urpqfA4igiAIWq03Y4xVhNs2xhhjjANbVs+MGTMGEyZMAAB88803Kq8REQCU+fJWuh0AXFxcAACJiYlo3759meNfuHABzs7O2qwyY4xVits2xhhj9R0PRWb1ip+fHxQKBRQKBXx9fVVee/nll2FoaIjjx48rt2VnZ+PSpUvK5+3bt0fr1q2xdOlSFBcXq+x/5swZ/Pnnnxg+fLhuL4Ixxp7DbRtjjLH6jgNbVq8YGBggKSkJSUlJMDAwUHnN3NwcI0eOxLRp03DgwAGcP38eY8aMgUQiUfZ0CIKA7777DomJiQgMDMTx48eRlpaGHTt2YODAgejWrZsyyyhjjNUUbtsYY4zVdxzYsnrHwsICFhYWal9bsmQJunXrBn9/f/Tv3x89evSAm5sbpFKpskyPHj1w9OhRGBgY4I033kCrVq0wY8YMjBw5EtHR0TA2Nq6pS2GMMSVu2xhjjNVnAj07yYYxpiInJwcvvfQSvvzyS4wdO1bf1WGMMa3gto0xxlhdw8mjGHvG6dOnceHCBXTu3BlZWVmIiIgAAAwaNEjPNWOMserjto0xxlhdx4EtY89ZvHgxkpOTYWRkBC8vLxw6dEhl6QzGGBMjbtsYY4zVZTwUmTHGGGOMMcaYqHHyKMYYY4wxxhhjosaBLWOMMcYYY4wxUePAljHGGGOMMcaYqHFgyxhjjDHGGGNM1DiwZYwxxhhjjDEmahzYMsYYY4wxxhgTNQ5sGWOMMcYYY4yJGge2jDHGGGOMMcZEjQNbxhhjjDHGGGOi9v/FNxfl/NhCVAAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ptt.harker(Results = Green_Xtal, data = {'MI': MI, 'MG': MG},\n",
" d_color = ['b','red'], legend_loc = [1,2])"
]
},
{
"cell_type": "markdown",
"id": "1ac42041",
"metadata": {},
"source": [
"We can also examine the phase proportions estimated using the Weller et al. (2024) model:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "2ad74f6c",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"f, a = ptt.phase_plot(Weller_Xtal, x_axis = 'T_C', \n",
" cmap = \"Reds\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5e07e5a6",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "899087d7",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "base",
"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": "3.11.0"
}
},
"nbformat": 4,
"nbformat_minor": 5
}