{ "cells": [ { "cell_type": "markdown", "id": "c2b83114", "metadata": {}, "source": [ "# Channel models (Notebook)" ] }, { "cell_type": "markdown", "id": "a87f17b1", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Poirazi-Lab/DendroTweaks/blob/main/docs/source/tutorials/Channels.ipynb)" ] }, { "cell_type": "markdown", "id": "165c80c5", "metadata": {}, "source": [ "In this tutorial, we will learn how to work with ion channel models." ] }, { "cell_type": "markdown", "id": "8243047d", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "code", "execution_count": null, "id": "fef12827", "metadata": {}, "outputs": [], "source": [ "!pip install dendrotweaks --quiet" ] }, { "cell_type": "markdown", "id": "7087726f", "metadata": {}, "source": [ "If you are using Google Colab, you might also need to restart the session as the installation downgraded some packages (numpy). You can do it manually or programmatically as shown below:" ] }, { "cell_type": "code", "execution_count": 2, "id": "bd32b006", "metadata": {}, "outputs": [], "source": [ "# import os\n", "# os.kill(os.getpid(), 9)" ] }, { "cell_type": "code", "execution_count": 1, "id": "8aa4b3c7", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import os" ] }, { "cell_type": "markdown", "id": "2bf03544", "metadata": {}, "source": [ "Let's begin by importing the standard libraries and the dendrotweaks library." ] }, { "cell_type": "code", "execution_count": 2, "id": "88e59435", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'0.5.1'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import dendrotweaks as dd\n", "dd.__version__" ] }, { "cell_type": "code", "execution_count": 3, "id": "9786e551", "metadata": {}, "outputs": [], "source": [ "dd.apply_dark_theme() # Set the theme for the plots" ] }, { "cell_type": "code", "execution_count": 4, "id": "7d6d345c", "metadata": {}, "outputs": [], "source": [ "os.makedirs('examples', exist_ok=True)\n", "if not os.listdir('examples/'):\n", " print(\"Downloading example data...\")\n", " dd.download_example_data('examples')" ] }, { "cell_type": "markdown", "id": "744ab5fa", "metadata": {}, "source": [ "## Converting MOD to Python" ] }, { "cell_type": "markdown", "id": "127a7a51", "metadata": {}, "source": [ "The `MODFileConverter` class conveniently encapsulates the process of converting MOD files into Python code. Let's create an instance of this class." ] }, { "cell_type": "code", "execution_count": 4, "id": "a0bd4b88", "metadata": {}, "outputs": [], "source": [ "converter = dd.biophys.io.MODFileConverter()" ] }, { "cell_type": "code", "execution_count": 5, "id": "fcaa7ad7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(,\n", " ,\n", " )" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "converter.reader, converter.parser, converter.generator" ] }, { "cell_type": "code", "execution_count": 6, "id": "a97c9672", "metadata": {}, "outputs": [], "source": [ "path_to_mod_file = os.path.join('examples', 'Toy', 'biophys', 'mod', 'Kv.mod')\n", "path_to_python = os.path.join('examples', 'Toy','biophys', 'python', 'Kv.py')\n", "path_to_template = os.path.join('examples', 'Templates', 'default.py')" ] }, { "cell_type": "code", "execution_count": 7, "id": "d8933af0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Procedure compute_kinetic_variables has no parameters! Expected 'v' or 'cai'. Defaulting to 'v'.\n", "Saved content to examples/Toy/biophys/python/Kv.py\n" ] } ], "source": [ "converter.convert(path_to_mod_file, path_to_python, path_to_template)" ] }, { "cell_type": "markdown", "id": "7935ccaa", "metadata": {}, "source": [ "The conversion process involves reading a MOD file, parsing its content to build an abstract syntax tree representation, and then generating new code using a Jinja template.\n", "\n", "
\n", "\n", "
\n" ] }, { "cell_type": "markdown", "id": "99172855", "metadata": {}, "source": [ "The `MODReader` class reads the files, performs basic preprocessing steps like removing comments and empty lines, and splits the file content into distinct blocks." ] }, { "cell_type": "code", "execution_count": 8, "id": "f91a5c9c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Split content into blocks:\n", " 1 - TITLE\n", " 1 - COMMENT\n", " 1 - NEURON\n", " 1 - UNITS\n", " 1 - PARAMETER\n", " 1 - ASSIGNED\n", " 1 - STATE\n", " 1 - BREAKPOINT\n", " 1 - DERIVATIVE\n", " 1 - INITIAL\n", " 1 - FUNCTION\n", " 1 - PROCEDURE\n", " 0 - KINETIC\n" ] } ], "source": [ "blocks = converter.reader.get_blocks()" ] }, { "cell_type": "code", "execution_count": 9, "id": "6b2f9b5a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'TITLE': ['TITLE Kv_Park_ref\\n'],\n", " 'COMMENT': ['COMMENT\\n26 Ago 2002 Modification of original channel to allow variable time step and to correct an initialization error.\\n Done by Michael Hines(michael.hines@yale.e) and Ruggero Scorcioni(rscorcio@gmu.edu) at EU Advance Course in Computational Neuroscience. Obidos, Portugal\\n\\nkv.mod\\n\\nPotassium channel, Hodgkin-Huxley style kinetics\\nKinetic rates based roughly on Sah et al. and Hamill et al. (1991)\\n\\nAuthor\\nENDCOMMENT'],\n", " 'NEURON': ['NEURON {\\n\\tSUFFIX Kv\\n\\tUSEION k READ ek WRITE ik\\n\\tRANGE gbar, i, v12, q\\n}'],\n", " 'UNITS': ['UNITS {\\n\\t(mA) = (milliamp)\\n\\t(mV) = (millivolt)\\n\\t(S) = (siemens)\\n\\t(um) = (micron)\\n}'],\n", " 'PARAMETER': ['PARAMETER {\\n\\tgbar = 0.0 (S/cm2) \\n\\tRa = 0.02 (/mV/ms) \\n\\tRb = 0.006 (/mV/ms) \\n\\tv12 = 25 (mV)\\t \\n\\tq = 9 (mV) \\n\\ttemp = 23 (degC) \\n\\tq10 = 2.3 (1)\\t \\n}'],\n", " 'ASSIGNED': ['ASSIGNED {\\n\\tv (mV)\\n\\ti \\t (mA/cm2)\\n\\tik (mA/cm2)\\n\\tgk (S/cm2)\\n\\tek (mV)\\n\\tninf (1)\\n\\tntau (ms)\\n\\ttadj (1)\\n\\tcelsius (degC)\\n}'],\n", " 'STATE': ['STATE { n }'],\n", " 'BREAKPOINT': ['BREAKPOINT {\\n SOLVE states METHOD cnexp\\n\\tgk = tadj * gbar * n\\n\\ti = gk * (v - ek)\\n\\tik = i\\n}'],\n", " 'DERIVATIVE': [\"DERIVATIVE states { \\n rates()\\n n' = (ninf - n)/ntau\\n}\"],\n", " 'INITIAL': ['INITIAL { \\n\\trates()\\n\\tn = ninf\\n}'],\n", " 'FUNCTION': ['FUNCTION rateconst(v (mV), r (/mV/ms), th (mV), q (mV)) (/ms) {\\n\\trateconst = r * (v - th) / (1 - exp(-(v - th)/q))\\n}'],\n", " 'PROCEDURE': ['PROCEDURE rates() {\\n\\n\\tLOCAL alpn, betn\\n\\n\\ttadj = q10^((celsius - temp)/10(degC))\\n\\n\\talpn = rateconst(v, Ra, v12, q)\\n\\tbetn = rateconst(v, -Rb, v12, -q)\\n\\n ntau = 1 / (tadj * (alpn + betn))\\n\\tninf = alpn/(alpn + betn)\\n}'],\n", " 'KINETIC': []}" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "blocks" ] }, { "cell_type": "markdown", "id": "c3c9dadd", "metadata": {}, "source": [ "The MOD files are parsed using the PyParsing library. The grammar used for parsing can be found in the `dendrotweaks/biophys/grammar.py` file. The parser generates an Abstract Syntax Tree (AST) from the MOD file. The AST is a hierarchical representation of the MOD file that can be used to generate Python code." ] }, { "cell_type": "code", "execution_count": 10, "id": "a33893cb", "metadata": {}, "outputs": [], "source": [ "ast = converter.parser.get_ast()" ] }, { "cell_type": "code", "execution_count": 11, "id": "04159a07", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'TITLE': ' Kv_Park_ref',\n", " 'COMMENT': '\\n'\n", " '26 Ago 2002 Modification of original channel to allow variable '\n", " 'time step and to correct an initialization error.\\n'\n", " ' Done by Michael Hines(michael.hines@yale.e) and Ruggero '\n", " 'Scorcioni(rscorcio@gmu.edu) at EU Advance Course in Computational '\n", " 'Neuroscience. Obidos, Portugal\\n'\n", " '\\n'\n", " 'kv.mod\\n'\n", " '\\n'\n", " 'Potassium channel, Hodgkin-Huxley style kinetics\\n'\n", " 'Kinetic rates based roughly on Sah et al. and Hamill et al. '\n", " '(1991)\\n'\n", " '\\n'\n", " 'Author\\n',\n", " 'NEURON': {'suffix': 'Kv',\n", " 'useion': [{'ion': 'k', 'read': ['ek'], 'write': ['ik']}],\n", " 'range': ['gbar', 'i', 'v12', 'q']},\n", " 'UNITS': {'mA': 'milliamp', 'mV': 'millivolt', 'S': 'siemens', 'um': 'micron'},\n", " 'PARAMETER': [{'name': 'gbar', 'value': 0.0, 'unit': 'S/cm2'},\n", " {'name': 'Ra', 'value': 0.02, 'unit': '/mV/ms'},\n", " {'name': 'Rb', 'value': 0.006, 'unit': '/mV/ms'},\n", " {'name': 'v12', 'value': 25, 'unit': 'mV'},\n", " {'name': 'q', 'value': 9, 'unit': 'mV'},\n", " {'name': 'temp', 'value': 23, 'unit': 'degC'},\n", " {'name': 'q10', 'value': 2.3, 'unit': '1'}],\n", " 'ASSIGNED': [{'name': 'v', 'unit': 'mV'},\n", " {'name': 'i', 'unit': 'mA/cm2'},\n", " {'name': 'ik', 'unit': 'mA/cm2'},\n", " {'name': 'gk', 'unit': 'S/cm2'},\n", " {'name': 'ek', 'unit': 'mV'},\n", " {'name': 'ninf', 'unit': '1'},\n", " {'name': 'ntau', 'unit': 'ms'},\n", " {'name': 'tadj', 'unit': '1'},\n", " {'name': 'celsius', 'unit': 'degC'}],\n", " 'STATE': {'n': {'power': 1}},\n", " 'BREAKPOINT': {'solve_stmt': {'solve': 'states', 'method': 'cnexp'},\n", " 'statements': [{'assigned_var': 'gk',\n", " 'expression': '(tadj * gbar) * n'},\n", " {'assigned_var': 'i',\n", " 'expression': 'gk * (v - ek)'},\n", " {'assigned_var': 'ik', 'expression': 'i'}]},\n", " 'DERIVATIVE': {'name': 'states',\n", " 'func_calls': [{'rates': []}],\n", " 'statements': [{'assigned_var': 'n',\n", " 'expression': '(ninf - n) / ntau'}]},\n", " 'INITIAL': {'statements': [{'rates': []},\n", " {'assigned_var': 'n', 'expression': 'ninf'}]},\n", " 'FUNCTION': [{'signature': {'name': 'rateconst',\n", " 'params': [{'name': 'v', 'unit': 'mV'},\n", " {'name': 'r', 'unit': '/mV/ms'},\n", " {'name': 'th', 'unit': 'mV'},\n", " {'name': 'q', 'unit': 'mV'}],\n", " 'returned_unit': '/ms'},\n", " 'locals': [],\n", " 'statements': [{'assigned_var': 'rateconst',\n", " 'expression': '(r * (v - th)) / (1 - '\n", " 'np.exp((-(v - th) / q)))'}]}],\n", " 'PROCEDURE': [{'signature': {'name': 'compute_kinetic_variables'},\n", " 'locals': ['alpn', 'betn'],\n", " 'statements': [{'assigned_var': 'tadj',\n", " 'expression': 'q10 ** ((celsius - temp) / 10)'},\n", " {'assigned_var': 'alpn',\n", " 'expression': 'rateconst(v, Ra, v12, q)'},\n", " {'assigned_var': 'betn',\n", " 'expression': 'rateconst(v, -Rb, v12, -q)'},\n", " {'assigned_var': 'nTau',\n", " 'expression': '1 / (tadj * (alpn + betn))'},\n", " {'assigned_var': 'nInf',\n", " 'expression': 'alpn / (alpn + betn)'}]}]}" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ast" ] }, { "cell_type": "markdown", "id": "b1ed2a12", "metadata": {}, "source": [ "The `PythonCodeGenerator` class generates Python code from the AST using a JINJA template file." ] }, { "cell_type": "code", "execution_count": 12, "id": "dd3dce82", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# This Python channel class was automatically generated from a MOD file\n", "# using DendroTweaks toolbox, dendrotweaks.dendrites.gr\n", "\n", "import sys\n", "\n", "from dendrotweaks.biophys.mechanisms import IonChannel\n", "import numpy as np\n", "\n", "class Kv(IonChannel):\n", " \"\"\"\n", " Kv_Park_ref\n", " \"\"\"\n", "\n", " def __init__(self, name=\"Kv\"):\n", " super().__init__(name=name)\n", " self.params = {\n", " \"gbar\": 0.0,\n", " \"Ra\": 0.02,\n", " \"Rb\": 0.006,\n", " \"v12\": 25,\n", " \"q\": 9,\n", " \"temp\": 23,\n", " \"q10\": 2.3\n", " }\n", " self.range_params = {\n", " \"gbar\": 0.0,\n", " \"v12\": 25,\n", " \"q\": 9\n", " }\n", " self.states = {\n", " \"n\": 0.0\n", " }\n", " self._state_powers = {\n", " \"n\": {'power': 1}\n", " }\n", " self.ion = \"k\"\n", " self.current_name = \"i_k\"\n", " self.current_available = True\n", " self.independent_var_name = \"v\"\n", " self.temperature = 37\n", "\n", " def __getitem__(self, item):\n", " return self.params[item]\n", "\n", " def __setitem__(self, item, value):\n", " self.params[item] = value\n", "\n", " \n", " def compute_kinetic_variables(self, v):\n", " Ra = self.params[\"Ra\"]\n", " Rb = self.params[\"Rb\"]\n", " v12 = self.params[\"v12\"]\n", " q = self.params[\"q\"]\n", " \n", " alpn = self.rateconst(v, Ra, v12, q)\n", " betn = self.rateconst(v, -Rb, v12, -q)\n", " nTau = 1 / (self.tadj * (alpn + betn))\n", " nInf = alpn / (alpn + betn)\n", " return nInf, nTau\n", " \n", " \n", " def rateconst(self, v, r, th, q):\n", " \n", " rateconst = (r * (v - th)) / (1 - np.exp((-(v - th) / q)))\n", " return rateconst\n" ] } ], "source": [ "print(converter.generator.content)" ] }, { "cell_type": "markdown", "id": "cef4bf3c", "metadata": {}, "source": [ "## Working with channels" ] }, { "cell_type": "markdown", "id": "cfbf2d67", "metadata": {}, "source": [ "We can create an independent channel object outside a model as follows:" ] }, { "cell_type": "code", "execution_count": 13, "id": "faebdd0b", "metadata": {}, "outputs": [], "source": [ "from dendrotweaks.biophys.io import create_channel" ] }, { "cell_type": "code", "execution_count": 14, "id": "12f30541", "metadata": {}, "outputs": [], "source": [ "path_to_mod_file = os.path.join('examples', 'Toy', 'biophys', 'mod', 'Kv.mod')\n", "path_to_python = os.path.join('examples', 'Toy','biophys', 'python', 'Kv.py')\n", "path_to_template = os.path.join('examples', 'Templates', 'default.py')" ] }, { "cell_type": "code", "execution_count": 15, "id": "a20b9445", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: Procedure compute_kinetic_variables has no parameters! Expected 'v' or 'cai'. Defaulting to 'v'.\n", "Saved content to examples/Toy/biophys/python/Kv.py\n" ] } ], "source": [ "kv_channel = create_channel(path_to_mod_file, path_to_python, path_to_template)" ] }, { "cell_type": "code", "execution_count": 16, "id": "b3a6abc2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got data for v in range -100.0 to 100.0 at 37°C\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "kv_channel.plot_kinetics(ax=ax)" ] }, { "cell_type": "markdown", "id": "4e6f9ff6", "metadata": {}, "source": [ "However, typically we would first create a model and then add channels to it. Let's create a simple neuron model." ] }, { "cell_type": "code", "execution_count": 17, "id": "6d7c497f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Path to model: examples/Toy\n" ] } ], "source": [ "path_to_model = os.path.join('examples', 'Toy')\n", "print(f'Path to model: {path_to_model}')" ] }, { "cell_type": "code", "execution_count": 18, "id": "222b6dc8", "metadata": {}, "outputs": [], "source": [ "model = dd.Model(path_to_model)" ] }, { "cell_type": "code", "execution_count": 19, "id": "5ecabe85", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['simple-cell-ais', 'ball-and-stick', 'point', 'simple-cell']" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.list_morphologies()" ] }, { "cell_type": "code", "execution_count": 20, "id": "5463bd6f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sorted PointTree(root=Point(idx=0), num_nodes=17).\n", "Apical dendrite is already aligned.\n", "Extended 6 nodes.\n", "Sorted PointTree(root=Point(idx=0), num_nodes=23).\n" ] } ], "source": [ "model.load_morphology(file_name='simple-cell')" ] }, { "cell_type": "code", "execution_count": 21, "id": "fcf3a7c6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model.sec_tree.plot(\n", " show_points=True,\n", " annotate=True,\n", ")" ] }, { "cell_type": "markdown", "id": "f86e9356", "metadata": {}, "source": [ "On the model level, we can create an ion channel using the `add_mechanism` method. First, let’s add the default mechanisms to the model, which include the leak channel, calcium dynamics and synaptic mechanisms.\n", "Next, we add the sodium and potassium channels to the model." ] }, { "cell_type": "code", "execution_count": 22, "id": "e70b08e6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saved content to examples/Toy/biophys/python/Na.py\n", "Warning: Procedure compute_kinetic_variables has no parameters! Expected 'v' or 'cai'. Defaulting to 'v'.\n", "Saved content to examples/Toy/biophys/python/Kv.py\n" ] } ], "source": [ "model.add_default_mechanisms()\n", "model.add_mechanism('Na')\n", "model.add_mechanism('Kv')" ] }, { "cell_type": "markdown", "id": "7c97f5ec", "metadata": {}, "source": [ "With these commands, we create Python objects from MOD files and add them to mechanisms. We also compile and load the MOD files, making them available in NEURON." ] }, { "cell_type": "markdown", "id": "2dede58e", "metadata": {}, "source": [ "Once the ion channel is created, its kinetics can be visualized using the `plot_kinetics` method." ] }, { "cell_type": "code", "execution_count": 23, "id": "ea9450ad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got data for v in range -100.0 to 100.0 at 37°C\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "model.mechanisms['Kv'].plot_kinetics(ax=ax)" ] }, { "cell_type": "markdown", "id": "330d62e4", "metadata": {}, "source": [ "Each mechanism object is an instance of the `Mechanism` class, which contains information about the mechanism, such as its name and parameters. To examine the parameters of a specific mechanism, we can use the `params` attribute:" ] }, { "cell_type": "code", "execution_count": 24, "id": "218edd3d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'gbar': 0.0,\n", " 'Ra': 0.02,\n", " 'Rb': 0.006,\n", " 'v12': 25,\n", " 'q': 9,\n", " 'temp': 23,\n", " 'q10': 2.3}" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.mechanisms['Kv'].params" ] }, { "cell_type": "markdown", "id": "60ae1db7", "metadata": {}, "source": [ "After uploading the mechanisms in the previous step, we now need to insert them into specific domains. In this example, we insert each of the three available mechanisms to all domains." ] }, { "cell_type": "code", "execution_count": 25, "id": "c9468e2a", "metadata": {}, "outputs": [], "source": [ "for domain_name in model.domains:\n", " for mech_name in model.mechanisms:\n", " model.insert_mechanism(mech_name, domain_name, distribute=False)" ] }, { "cell_type": "markdown", "id": "8434cefb", "metadata": {}, "source": [ "At this point, we have inserted the mechanisms into the membrane and set the default parameters for the model. We can inspect the parameters of the inserted mechanisms using the `df_params` or `params` attribute." ] }, { "cell_type": "code", "execution_count": 26, "id": "b80ad920", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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MechanismParameterGroupDistributionDistribution params
24Kvgbar_Kvallconstant{'value': 0.0}
25Kvv12_Kvallconstant{'value': 25}
26Kvq_Kvallconstant{'value': 9}
\n", "
" ], "text/plain": [ " Mechanism Parameter Group Distribution Distribution params\n", "24 Kv gbar_Kv all constant {'value': 0.0}\n", "25 Kv v12_Kv all constant {'value': 25}\n", "26 Kv q_Kv all constant {'value': 9}" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "model.df_params[model.df_params['Mechanism'] == 'Kv']" ] }, { "cell_type": "markdown", "id": "9c445ff5", "metadata": {}, "source": [ "Let's update channel conductances and run a simulation in out point neuron." ] }, { "cell_type": "code", "execution_count": 27, "id": "08c51b8c", "metadata": {}, "outputs": [], "source": [ "model.set_param('gbar_Leak', value=0.00015)\n", "model.set_param('gbar_Na', value=0.03)\n", "model.set_param('gbar_Na', group_name='somatic', value=0.05)\n", "model.set_param('gbar_Kv', value=0.003)\n", "model.set_param('gbar_Kv', group_name='somatic', value=0.005)" ] }, { "cell_type": "code", "execution_count": 28, "id": "7cdc80b1", "metadata": {}, "outputs": [], "source": [ "model.remove_all_stimuli()\n", "model.remove_all_recordings()\n", "\n", "soma = model.sec_tree[0]\n", "model.add_recording(soma, loc=0.5)\n", "model.add_iclamp(soma, loc=0.5, amp=0.1, delay=50, dur=200)" ] }, { "cell_type": "code", "execution_count": 29, "id": "e0073763", "metadata": {}, "outputs": [ { "data": { "image/png": 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kRlUm4toMUUGjwPqRJfFII0p2okcsBWc9IDWoMhFXL6kddGntFCZ3QxgTcedZNOn1I6tgUEVEBkXyiJ64joO5syeo3SJifGFtFrEMTlDdRK+DkxpUmdabSrzuix4sJKsSeCYRUY1IvvlI7uwlxfQ/SfUCxAbCZqKORQheB2f+WuKxyOl/1Ph4pBGRibAOkeQOutSgSlBVYpjbTJVUUcHnWRJkqkRdP0IkDxaSZTGoIqIwcTcfafWpgrh2C5JWr4iNKiTdfgV3YMXGVEmUyZFeP7IMHmlESS9Jbq7i6iZ1KpngDrq5zSQ9aNvcZOIGMqRGVSbizjNE1Enc2kyyLEFXdSKqFckjllxTZUNyp5JFLs+RVDfBgbDUNVVm0q77iAruBdaPrIlHGhGFSesQJUlnT9RIrFLlN/Znnv4nqc3MxNVLalAl+NoYTXr9yDIYVBFRmLSbjyI365EUC7HFVcucXRR0+5V8nknNVEmeoQDIPibJsgSeSURUI4JvPpFJD1l1k7sWTu7xaCYpuyj6PJMaVJlJazMASZWJI8uQdCcmoroSfPOR1ImNJahuojNwSRAIi2szmSKHLgS2mfjncJEV8UgjSnLmG6oi7uYjOOsheRMOg9R6QVabiV4HJ3RDGHNdJO1EaWCgT41P4plERDUhOTNgro64joPgdgsRWi0AckfPxdVL6qMLzCSfaBB4TJJV8UgjojBxnfOIqCphpWh4ktpNcnZRaiAsdVoj5GaqzMQNOEHwuUZWJvBMIqLaE3zzkXxjlVQ30dMahQYfojuwUoMqwYMXACB6WjtZFY80oqQntKMHyN42WGxHVm5nTxEdMAYJq1fE5n+S6iZ9TZXgXW3JumxzJo0fPw4/fP8/5G3fivXr1uLtt95E927dIj6TkpKCyZOfwqaN65GXtw3/+c9UZGdnJ6jERDYhtnMeRVzdBAeMIdKaTGybmbMC0hrN/MBmSW1mJrVeQeKOSbIq25xJp58+FFPf+A/O/9UFuPyKK+ByOfHxxx8iPT3d+Mzjjz2K8887DzfddAtGXzwGrXNb480330hgqYlsRlynQWonFoJ3XEuSdXDSjkeDpGMRkftUSO2cS6xXsgwWkqU4E12A6vrd766K+P72seOxccM69O9/En75ZQGaNm2K3//+atx6258wb/58AMDYceOx4JefcMopp2Dp0qWJKDaRvUi++Qium6IoEPOI0iTpC0ltM3nBotDd/yRPjQYgekCNLMu2R1pmZlMAwOHDRwAAA/r3h9vtxpw5c43PbNmyBfn5+Th10KAqf4/b7UZGRkbEP6KkInlEL6JqwuomNvoQvBZC7DoPwR3YJNj9T961MYr0+pFl2CZTZaYoCp54/HEsWLgQGzZsAADk5OSgsrISRUVFEZ8tLDyAnJyq11XdMX4cJky4q0HLS2Qf0m4+gjt7ousmldDNASQPzJiIyi5Kv36IHcAgK7NlUPX05Eno3bsXLvzNxXX+Xc+/8CKmvPqa8X1GRgbWrF5Z599LZB+Ct56V3NmTupOc5GlJYtfBmUg6FqNJrZvIegkdwCBLs11QNWnSkzjvvHNx0cVjsHfvXuP1goICpKSkIDMzMyJblZ2dhYKCwip/n8fjgcfjadAyE9mGyJtrCOtmB8kQdwCQFzCGSLuGSA3ypdYrJGkuJGQltjqTJk16EhdecAEuufQy7Ny5M+K9FStXwuPxYMSI4cZr3bt1Q4cOHbB4yZLGLiqRfUjO5piJG62U2m6Sp+2wzexHapuZiKxXErQbWY5tMlVPT56Eyy67FNdcex1KSkqMdVJFRcWoqKhAcXEx3nvvfTz26CM4cvgIiouL8dRTT2LRosXc+Y+ousSNWHJ7blsT1xkSmh2QnPUQu7Oh4DaLIm5aO1mWbYKqG2+8AQAw/csvIl6/few4TJv2IQDg/gceREAL4D//mQq3OwWzZ8/GhIkTG7uoRPYiOVPFutmP1LVigOy6hUitFwB5WbggiW0m9fpIlmaboCorO/e4n6msrMTEifdg4sR7GqFERBIJvvmIHq2U1G6Ss4tSO3rmzW4k1QsQ22bCgw5F9JRUsippdywiqrEkmQYiruMgtFMkvLMXImpKktgpcoDY88xE1LEYkiTXEbIWgWcSEdWauJuP3O3iIx/DIq3dgqTWCxAYfAQJazNFasAo/jlOSTJYSJbCI40o2Uke0RMdeMgNGA3S2kzsuSa5g54EnXNxO6NCePaUrIpHGhGZSO4QSaubmaS6sYNuO5J3/zORt14sRGK9kuXaT1Yi9+pHRDUnrUOUJJ09UZ2GiL4Q28x2pNYLgKzgw1QXiZkqM9HHJFmJ8DOJiI5LMU8jE3zzkVY3sVPJTKTVS+yUJMHHotTzLKIuko7FIPFrxsiKBJ5JRFQzQjsNMaRd7qRm4SQfj5LrFiSuXknQZqrEeiVBu5HlSLoTE1FdieqcA5FTXATfWCV1GqRmBqJJOtckT7MVm100E1ivZJlGTJbCI42IwqR1YiVPcVGq/EYQaW0mc0qScozv7E9mmyXN4AUgv35kGcLuWERUY0I7ejHEZaqSoFMktV4Qtn4xYl2m4G6F0A0dZLZZElwfyXIknklEVFvCbq6R4aKsukUQ1W6SO0OCp8mFiGszM6F1E91mgNh2I8sRelUnouoT3IkVPcVFaN0kt5noh1EHSauX0ONRSYYAP0R6/cgyeKQRJTlFaKchhrQbK9dU2ZDUjqzka4jQukm/7kuvH1mSpKs6EdWV5JuPuLolwfPFxNVLaFCVJBvCyFx7BFnHYjzS60eWwSONiEykXRKSZLRSVKchWdpMaN3E1SsJNvIR12ZA0lxHyFIk3YmJqDYUwRkPyc/PMZPUbhF9IUH1QvRGm4KOR9HnmflZd5LqJjzoSIb1i2Q5kq4QRFQrkjtEJtJurGLXDAieSia9IwvIrRcAUZkq0YFwNEHtRpYm/UwiopqQ1iGSvNaD05JsTe76HGFtlgwZD5H1SpJnp5Gl8EgjojCRN9cgcQ//NZHUbmIzcBBcN6n1AsRm8sU/sFnyMUlWJfFMIqKaENvRiyTu4b/JsKW64ONRbAdd8nkm9ngU1mbRJJ1rZGk80ojIRNolwbzIXFqHSGowLLVegOy6BYmrVxK0mbhrI5IkGCarkdaDIqKakpypEr2mykTsSKywejG7aHOS6ib92ij4vkaWJfFMIqLaknzzYd3sQXKQnxTbc0uqFyC2borkLH406fUjqxB0hSCi2pHciTWR1CECxAYfkckcOfWKJahuQo9FAKKfmxYm7NoYTdq1nyyLRxoRmUjrNAju7Jm3DJbUbpI76GaiMlUm4tpMaKbKTFybIXmuI2QpQq8QRFRt5p27pHX0JN9YIxZiC2u3IHk7yQl9tljSrF0U2mZCrx8GSe1Glib8TCKimhF8SZDccZDaaRBXL+nPBoK4NlPEDsxIrVeI0AEMsjShV3Uiqj7pN9cgcXWT2m5S64WkyC6Ka7MIMusmMcCPTMTJqx9ZE480IgqT1iFSJGcGhI7Eis0MRBFVN8ltlgTT5MS1WTTp9SOrEHqFIKJqS5ZOLCCqfpHLc+TUK5K0W5TQDrrkwQup55n4NVXS60dWxCONiEykXRKiO0HS6hcktdMgqRMLQHZGJ0hcvZKgcy6uzaJIrx9ZhtArBBHVivSbj6iHXArtoEvOnCbDmipx3QrBx2OI2GMxSGq7keUIP5OI6LhEd2KTJVMlrN1CxNVL6Lkm+hpi/lpQ3SS3GSD38QVkaUJ7GERUfcJvrmaS6pcMnQZJ7RVNat2k1gvCHrKdVNd9dnWpcfBII6IwaTef6M6CtPoFydocQPCDZIVO/1NEd9CTYU2VxHpJPibJqiSeSURUS4r0m4+o+gntNJh3khP3fBnzLnky20xct0Lq9D8TWYMyQUnQbmQ9ztr8ULt27dChQ3ukpaXh4MGD2LBhIzweT32XjYgag+QOUTRJN1d2GmwoGbIe0o5FoW0Wk8VXAE1LTFkamqR2I0urdlDVoUMH3HD9dbjkkjFo27ZtxCibx+PBggUL8fY77+Crr76GJvXEJJJOWIcoeg2EoqiQc3US2tmLJqmzlwyBsLhjUWhGOIYKwJ/oQtQjoVlhsrRqXf2efPIJzPlxFjp26ognn5qEM84Yjq5du6NN2/bo0/dEXHXV77Fw4ULcPXEC5s75EQMHDGjgYhNRvZG8C1S80ViRJNUrSXZsFFUvwVM2xQbCUXUR9bgJIKrhElYKSi7VylSVlZXhlEGn4fDhwzHvHThwAPPmz8e8+fPxzN+fxVlnjULbdm2xfMWK+i5rtd144w24/S9/Rk5ODtauXYe777kXy5cvT1h5iKxM9iLzKOJG0YMktVvcaUmJKUr9E3quSarLMUmup9BrIyD3uk+WU60j7fHHn4gbUMUza9ZsfPPNf+tUqLoYM2Y0Hnv0ET3AO/tcrF27Fh9/NA1ZWVkJKxORbUjvHEmqn5JE0/8kYpvZhMzzLGZKHDOMRHVW7bNoxg/f4frrrkVGRkZDlqfO/nTbbXjn3XfxwQfTsGnTJvztzrtQXl6Oq6++KtFFI7IBYTfW6JFlQZ0iqZ29GII6RIrkqbYRJB2PydJm0uqWLO1GVlLtK9+atevw0EMPYu2a1Zjyyss44/TTG7JcteJyudC//0mYM2ee8ZqmaZgzdy5OHTQogSUjsjDJHb0keU6VqHYT3WZCA2HJaxcjLo9sM1uSXDeylGpfIe6446/o0/dETLz7brRr1xafffYJFi1agDvuGI/WrVs3ZBmrrVXLlnA6nSgsLIx4vbCgEDk5OXF/xu12IyMjI+IfUXIR2tGLS9DNVeiDZGMJajMzyW0mqhMreNDJTPLxKCpzSlZWoyOtvLwc06Z9iNFjLsXgIUPx+edf4Lprr8HyZUvwwfvv4sILL2iocjaYO8aPQ972rca/NatXJrpIRIkjudMACKuf1C2DBY+gR/TPBdVL9DRbE8FtJut4RGRbidvZkKyq1le+vLwdeOqpSRh48iD88dbbcMopp+CNqa/XZ9lq7OChQ/D5fMjOzo54PTsnGwUFBXF/5vkXXkTnLt2Mf/1O7N8YRSWyDrEdPXAqmQSijkmhWQ/JU8mUKr+RRfI1hJkqaiR1OtLOOP10vPzyi3jppRfhcDjwzjvv1le5asXr9WLlylUYMWK48ZqiKBgxfDgWL1kS92c8Hg9KSkoi/hElF6EdvTjEBY0hkurFQNj+JB2PUttMciAMIJnua2Qd1XpOlVmbNm1w1VVX4sorf4fOnTphwYIFmDBhIqZP/woVFRUNUcYaefW11/DySy9ixYoVWLZsOW679Y9IT0/HBx9MS3TRiGxAUKcBQLJMJRPV2YuiQBH5mCpRx2IMScdjknTOpV1DJM/AIMuqdlA1evTFuPrqqzBi+HAcOHAA0z78CO+//z62b89rwOLV3BdffIlWrVrh7okTkJOTgzVr1uK3v7sqZvMKIgri7n82JbTdxI+gB0k6FiW3WbIEwqwbUZ1VO6h6dcor+OGHGbjuuhvww4wZ0DTrjh1OnfoGpk59I9HFILIf6TcfqfWT1EGPJqrNhAbCcTY9sG4PoaaSZfqfoLoBiDwmpdWNrKraQdVJ/QfiwIEDDVkWIkoIqR29OCR1HDiCbj9sM3sTVS/B2cVokutGllLtoMocULXOzcXgIYORlZUFVY3spPz734ndAZCI6kJQ0AEIH42VOYKuiN6eW2abxZBUN+7+Z38MqqiR1Hijiiuv/B2e/fsz8Hq9OHToEMyzADVNY1BFZDein+cheTRW6HOqRAfCZpLbTFDdGAjbk5Ik7UaWUuOg6p67J+Lvz/4Dzz//gqXXVRFRbQi/+Ui9uUqtFwBRwYc5EFYFt5mg41FJksELWevgokhqN7K0Gl/50tLS8PnnnzOgIhJIdEcPkHVz5foc+4moiqBzLaaNhLaZpGNR9DRbIKnWCpNl1Pgseu+993HxxRc3RFmIKBEk33CiR2MldfbETkuS3NmTOtWW0/9sT1SbQe4ABllajaf/Pfb4E3j//Xdx9lmjsG79Bvi83oj3H3jwoXorHBE1hjgdIqmZaKmdIkkdouhAWFUFTUtKkm2eJR2PZlLrBci9NgKy240spcZB1R13jMdZo0Zhy5Yt6APEbFRBRHanAvAnuhD1Q/QCehPRHSKhdZN6LALC2kyp4mubkzxlEwCn/1Ei1Dio+vOfbsO48Xdg2rQPG6I8RJRoigJBqYFIgm6uEYvmBdUrhqS6RfTPBQUekjvoUtssmqTzDIDY3VHJ0mp8haj0eLBo0aKGKAsRJYLobE6SrM+RVC/RW6onRyAsa8MboW0m+jyLJrluZCU1PtL+9a9/4+abb26IshBRQkgOqqJI6jjwoaT2IzbrkSyZKkH1iiasbhHVEbUpDFlZjaf/nTxwIIYPH4bzzj0XGzduhDdqo4rrb7ix3gpHRI0gpj8kqLMnOgsXJiszEEVUmwnNekQTVTepbRb9nCpp15Ak2RSGLKXGQdXRoqP4+ptvGqIsRGQFojoOUUR1HKR2GpJjWpKkdR4xdRFUNzN5gYeJ0DYDILtuZCk1DqrGjbujAYpBRIkTfcNhx8EehD7zSHQHXeg6uGii6pYku/+JarMooq4hZGWCzyIiqhVRNyDBU1yS5OGWYttM0nnG3f/sT9LxCETWR1rdyLKqdYX48MMPcMoppxz3cxlNmmDs2Ntx44031LlgRNRIoh+2KugGlCzTkkR19kSPoEvNVEk+z5Kkcy7qeIwmuW5kJdWa/jd9+ld48z9TUVRUhO+++x4rVq7Evn37UFlRiWbNm6NXr54YPPg0nHPOOZjxwww89PAjDV1uIqoniugOUTRJdUuWzp6guknNVEWT1EGX2maiBy+ApLk+kqVUK6h677338fHHn2D0xRdhzJgxuPbaa5CZmQkA0DQNGzduwuzZs3Huuedj8+bNDVpgImpgkm6u0TdTSbvkiZ2WJLmzJzVTFUVUJ1Zm51z8YJrUYJgsrdobVXg8Hnz8yaf4+JNPAQBNmzZFWloqDh06DJ/P12AFJKLGJvkGJKluMjt7MQQFH5EdWTn1kr25iJmgNosm6DyLJmlKO1lbjXf/CykuLkZxcXF9loWIEkF0h0hy1iNM1mYOgo/HJBk9F3U8St1lM5q44zFJssJkKTzSiJJecgQeAIR1HJipsjNRgUey7P4nqcsUs0GRoLpFk3x9JEsRfBYRUa1IugFJXowtdk1VFEnHo9hAWHB2kW0mgODrI1kKjzSiZBczyCz45iqqbkI7e6JH0JNkSpKk49HUZqLW5sRc94Udj3xOFSWAsLOIiGpOcjaHHXT7kXw8mr8W3NGT1GZmotosiTJVkutGllKrK19mZib+8Iff4/7770Pz5s0BACeddCJat25dn2UjooSQdAMS3HFIlg66pG3wkyS7KCqokrqmKoag4xGA2HONLK3Gu//16dMHn37yMYqLi9ChQwe88867OHLkCC688EK0b9cOf7l9bEOUk4gaSkw2R4GWoKI0OEmdPamZqmTZ9EBSm0kevJC6+5/kQBhInkEnspQan0WPPfoIpk2bhtMGD0VlZaXx+owZMzB06JB6LRwRJYCkGxC357Y/UZ29JBk9l1Q3sZkqwdfGGJLajaysxkfawIED8Nbbb8e8vnfvPuTk5NRLoYioMUkesRSc9ZCaqYpuI7HT/yTVK5rU80xSvaKIOx5NG4yIuoaQldX4SKus9KBp06Yxr3fr1hUHDx6sl0IRUSNKpt3/RN1cZe5KFlsXOXUTm10UnBFWpAZVgttMJ/g6QpZV4x7Gd999hzv/9jc4nfpyLE3T0K5dOzz04AP46utv6r2ARNTQkunmI6huYtfnRBEbCEuqVyRRdZMaCEcR1WbxCG47so4an0UPPPgQmjRpgg3r1yI1NRXTv/wcixctQElJCZ588qmGKCMRNSZJN1fRi7GTYwRdVGdPalZYdNbDXBdJx6LkayPknmtkaTXe/a+4uBiXX/FbDB58Gvr06YOMJk2wctVqzJ07tyHKR0SNTfLNR1LdxGaqkqWDDuiddH8iClLPBHfQxWaqJJ9ngPz6kRXVOKgKWbhwERYuXFSfZSGiRJA8yiw56yE1UxVNVJtFURUZMVU0UcdjckzZFH2eARCVZSTLqnFQdcstN8d9XdM0VFZUYvv27fj5l18QCATqXDgiagyCR5kF1y1yAb2cesmelhQvUyWA5M1FpA5eSB5MAzj9jxKixkHVbbfeilZZrZCeloYjR44AAJo3b46y8nKUlpYiOysLeTt2YMyYS7Fnz576Li8R1bdkuvlIqpvYaUlRJAVVMTGVKjRTJbTNRJ1nkgcvAE7/o0So8Vn0xBNPYsXyFTht8BD07HUCevY6AYOHDMWypctw3333o/+Ak1FQUIDHH3+0IcpLRA1MkTTKLHo0NlkyVULbLO73NiW6zUznlqR6JdNgGiDrGkmWVeOj7J577sb9DzyAvLwdxmvbt+fhoYcfxv333Ye9e/fikUcexeDTTqvXghJRQ5HcIYoi6sYqda2H5BF0medazECMpDaLqJqgekluMwBSzzWythqfRbm5OXA6YmcNOh1O5ORkAwD27duPJhkZdS8dETUCwTdXySPoSTLSLCpgjGkzQXUzE3UsmuqiSqpXFFFtFkvUdYQsq8ZH2U8//YRnn30GJ57Yz3jtxBP74ZlnJmP+/J8AAH1OOAE7d+ysv1ISUcMR3NGLHUGX1HFIkk0PBLeZIqVuknfZlProAsltBiTNoBNZS43PovF3/BWHDx/BzBk/YPeundi9aydm/PA9Dh8+gvF3/BUAUFpaigcfeqjeC0tEjUB1JLoEDUdSxyEmppLSaZCcOY3+Xkjdojusoq4hQtcuRhMXdERfRyQdk2RVNd79r6CgEJdf8Vt0794d3bt1AwBs2bIFW7ZuNT4z/6ef6q+EADp06IC//e3/MHzYMOTkZGPfvv345JNP8I/nnofX6zU+16dPH0ye/BQGDhiAgwcP4vXXp+Kll1+p17IQySM5MxBNUt2EZqqiierISj3XBAfCQoMq0evg4lGF148sodYP/92yZQu2bNlSn2WpUo8e3aGqCv52553Yvj0PJ/TujX/841mkp6fjoYcfAQBkZGTg448/xNw5c3HnnRPQ54QT8MILz+Ho0SK8/c47jVJOIhEk3VyT6ZlHUrbnFjz9T/Z0VBNJ9YqIqSRdP6JIarN4RF37yapqFVS1adMGv/rV+Wjfvj3cLlfEew88WP/T/mbNmo1Zs2Yb3+/YsQPdp3TD9ddfbwRVV1x+GdwuF8aNvwNerxcbN25EvxP74U9/upVBFdGxJFHgIWYNCxAn6SaobmaSjkdO/7MhmZkq2Q9sjnOtl3TtJ8uqcVA1fPhwvPvO29ixYwd69OiO9Rs2oGOHDlAUBatWrW6IMsbVNDMTR44cNr4fNGgQfvllQcR0wNmzZmP8uLFo1qwZjh49Gvf3uN1uuN1u4/sM7lpISScq8JA0Giu1EwtA7JSrJAry5dRNar0gd6OKeJluybimihpBjc+iB+6/D1OmTMGIM0eisrISN9xwE/oPGIiff/4F06dPb4gyxujSpTNuufkmvPVWOAOVk5ODwsLCiM8VBL/Pycmp8nfdMX4c8rZvNf6tWb2yYQpNZBeSOw6S6iZ2dyvBI8xi2yySrJ3kzJkqQR3zmENPUpsBogcLybJqfJT17NkDH370EQDA5/MhNTUVpaVlmDR5MsaOvb1Gv+uBB+7HgcL9x/zXvXv3iJ9p3bo1PvxwGqZP/wrvvPtuTYsf4/kXXkTnLt2Mf/1O7F/n30lkJ7GzQATffER1YoVviRwitV6AnLolS3ZRzA6bgOjBC0D4LAWyqhpP/ystK4PLpU+X279/P7p07oyNGzcCAFq2alWj3zVlyqv44INpx/zMjh07jK9b5+biyy8+w+JFi/HX//tbxOcKCgqQnZ0d8VpO8PuCgoIqf7/H44HH46lRuYlkEdwhEj2vXmjdYp6fI6ReAMSeazFrqoTUCxA8/S+K5LoBcq6PZGk1DqqWLlmKIYMHY/PmzZgxYyYeffRhnNDnBPzmwguwdMnSGv2ugwcP4uDBg9X6bOvWrfHlF59h5cpVGDtuPDRNi3h/yZIluPfee+B0OuHz+QAAZ448E5s3b65yPRURQXaHSGonFkiekVjBx6OiKNCq+KS9yD3PzBlg/WsFkNBqogcvAD6nihKh5muqHnwIS5ctAwBMfvoZzJ07D2NGj8bO/Hzj4b/1rXXr1pj+5efYtWs3HnzoYWRltUJOTjZycsKZqU8+/QwerxcvPP8cevXqhTFjRuOPt9yCV1/9Z4OUiUgOuR2iGKI6DsmRqRK11oM7NtqfmLpJv+5LHiwkq6pxpso8Ha+srAx33jWhXgsUz8iRZ6Jr167o2rVrzEYSWdm5AIDi4mJcccXvMHnyU5g543scOnQIf3/2WW6nTnQ8MX1zQTefpJr+J6PdZD/LSWhHT/SaqiiqIuR5cNHfSzrP4pB8TJJl1DioWrJ4Ec4973wcPnw44vXMzEzMmjkDg049rd4KFzJt2oeYNu3D435u3bp1uOii0fX+94lki7rZSOnoxSErYIz+XminSNTxKPXZQEKDxXjtI+YaIjwQTpbrI1lKjc+ijh07wOGInZuakpKCNm1a10uhiKgRJcvaHAByOrGA2E6R5KyH1HNNarY73uVC6tocaUFHzJoxoe1GllLtTNWvzj/f+HrUqJEoLio2vlcdKkaMGI78/Pz6LBsRNQrJnVjJdYv+XkqnKImm/4mpm9TzTHCmKnjsaQEfFNUpp14GqdlTsrJqB1Vvv/0mAEDTNLzy8ksR73m9XuTn5+PBBx+uz7IRUSKIurlK7cQC8Z5TJWBPMrlZD8ComxbwQ1Edco5HqTuIxmsfKXULHYwBTZ+zJOVYDJE8oEaWVe2gKie3DQBg6ZLFOPe883Ho0KEGKxQRNaLom42YTkOYpgX0zrmgG2vshg5S6ia1XkC4IxsAVIeYuiXNsQiBgxeaH4BLUJuFSD0mycpqvFHFKYNObYhyEFGiSF3nAYRHK7WAXi9RdYv6XmAwDEDYCLrpeASE1c1EynkWd02VkLpFHYvinlMlNXtKllatoOqWW26u9i/8979fr3VhiCgRYqeRyWHODEBYJ1boSKzkaTsR2QFB55rYNkuC6X9GgC+lXiFSj0mysmoFVbfdemu1fpmmaQyqiOxO0s3H6MQKzAzEZKqk7G6VBJ0hcR3ZqIEZaYFHxEtC6mbEVAH9S0nXRiDO7n9C2o0srVpBFaf8EQkWvNlogYDeGRLTIQIiMlWAnA4RgKQIPgBh9Qr1ZIOrcqR0ZI0OurCd5EzNI65u0ZkqUY+bgODsKVkZjzKiZBc1JUnkzUfkuoHwlsiAoJFYY6tnudlFTVyQHxq8kHYNMR174tosKFQvUYNpQPj6KLV+ZEW1Osp++9srMHfOj9iVvwO78ndgzo+zccUVl9d32YioUQjO5oQ66JKn/4U6smKm/wWJDPKFblShCA2qzO0TrJuYqY1KdKZKSL1CpB6TZGk13v3vT7fdirvvvhtTp07FokWLAQCDB5+Gvz/zDFq1bIXX/vnPei8kETUkuTcfRXLAKLVuiqleDkEZOADhoErauRZ1LEoJPMyktlmoXqqQAD9IibivSdwynqyoxkHVzTffjLsmTMBHH31svPa/777Dho0bMeGuuxhUEdmMkgwjetIyAwBigmExHVmh2RzAlF0UuqZK8wc3PRB2LMK8oYOMuinRx6LUTJXmC34vrH5kSTU+ynJzc7B48eKY1xcvXozc3Jx6KRQRNT5NEza9JYKwbA5gij2EBsPiMgOmrJvU3f+kHYvmmFda3UJrjozzTEiAb+CaKmp8NT7Ktm/Pw+jRo2NeHzNmDLZt214vhSKiRqQInUYGxNZN1Ghs9PQdIWuqYjaqkNRmQVJ3XAu2mZyBGfP2f9IywkHGJj7C6hU1A0Nc/ciSajz9b/LTT+P1f/8LQ4cOwaKFiwAApw0+DSOGD8dNN99S7wUkogYmevpfMkwlk9ZpED6tEeHsopjdKJWoAF/asQjIG3SK3qhCSr1CRN/XyKqqfZT17t0bAPD119/g/PN/jUMHD+GCC36NCy7Qvz7v/F/hv//9tsEKSkQNRfDNx8h6CKyb1HaL3tVQkZWBAyCvzaQfi4DgwQth6/sMQo9JsrRqZ6rmzpmN5ctX4N1338Pnn3+OP/35Lw1ZLiJqZCLn1sdMbRRUt5gd14QEH0a9ggvMpWSq4gZVQo5HsYMXpuyi0Gm24Y0chByLIdGZKinXEbK0ah9lF48egw0bN+LRRx/GmrWr8dJLL2DIkMENVzIiahzRgYeUTgMQ7txJ68QCpo6ssN2touqlSMxUSZ0mJ21TACXe9D8h1xDp0+Okb+RDllTto2zBgoUYP/4O9O13Eu6551506tgR07/8AgsX/IyxY29HTk52Q5aTiBqK5AW9UaOxsuoWrItfVkbHaCO/tBFmUz2kdfRCcYawYFERvaZKr4cmccAJgHG+STvXyNJqfJSVlZXhgw+m4eLRl2DwkKH4cvpXuOnGG7Bi+TK8+87bDVFGImpQgp/nETMaK6fjYOywJjRThYBX/6+UoMp07GnSsh5S16+YpzVK29BBfKYqcvMUUQNqZFl1Osq2b8/D88+/gH/843mUlJTg3HPPqa9yEVGjkbzuKDQaK61u5g56MAsnZtpmsG5+wRtVCMvoGALCtuc2niumCXx0geCp0QDEBvpkaTXeUj1k6NAhuPrqq3DRb36DQCCAL7+cjnffe78+y0ZEjSF67rmUzAAgd6tncwfILy1TFQqEZU1rjGgfYR3ZUNZUXpuZth2X9liGJMlUibyvkWXVKKhqnZuLK6+6Eldd+Tt06dIFixYvxj333ocvv5yOsrKyhiojETWkmMBDyEgsIHf6X0QHXVpQFcpUCd6oQtr6RUXqVNRwpkoTloVTotZUiXlmWkjMoxlktBtZW7WDqmnT3seZI0bg0KFD+PDDj/D++x9gy9atDVk2ImoU0dP/5Nx8jA6QtLqZ1+f4pU5Lkpb1CNdD3OYASvSUTSltFhpw0sKZKinnWfT0uLqtBrEchRtVUAJUO6jyeX248cab8d333yMQ6qAQkQBCszlAbKZKSschXqZKTPARvVW8jE5sxE5y4jY9iJr+J6TNwpmqgLw2U6OCDlXQdR8QuyMlWVu1g6o/XHNtQ5aDiBIlapqEIqVzDsTOq5cSMMZZUyVnmpzMreLDx2JAz3yYXrO/6Ac2C6mX0T4CgyrhmSrjfBP3aAayMh5lREkvePORuKYqdImTtq1uMqypEpf1iNNBh5DgI9Rh9cs6z8LThzV5DzY2NhcRmqlC5DRiKcckWRuPMqIkZyxQlrbuCIhd6yGl4xCxPkdWRkeJGmHWM6cC2i1ie+5gpkpIm8VkqqRcQ0LHoshMVdT0P2ndQWP6n7R2IyvjUUaU9ARvrRuT9aj1UyQsRYkz/U9Ou0U9/BeQUbd423NLCBaB2KyHmOyiKVOlydr9zxhgkhYIh0jdkZIsjUcZUbKLXtArJZsDhBfQi1ufY3qosbRdyaKmkkW8ZmeCM1VKdAdWyjXENGVTE5fJF/7w32BgL+7aT5bGo4wo2RmBh+RMVTDrISXwiPtQUintFtVBB4TULc723CLqBRh1k5Y1jQiEha2pitoZVUwGLkQVekySpfEoI0p2UaPMYnaRA2IfJCsmqDJ19kIPJRXW2TNGmAEZHVnTM480cVPJhD4TSPCW6sbDfzWZmSpFDU719ntDLySuMJQ0eJQRJTvRc8+jnp8DyFjvYcpUidu1Mfp4BGTUzbz7X0DYA5tDO4gGpA1eCM4uxjwYXVJQZaqLtECfLI1HGVGyi3kukJybqxKVqQIgoyMbJ1MlptNgDhglZeEi2kxYUKVGXUMAGZ10c6ZK2pbq0Q9Gl3L9ACLaSAtmqkRcQ8jyeJQRJTslKpsj6eYavfsfIKNTFG9akoR6AVHrxeRk4Yyt4iUGVVHPgwMg4zqSDJmq0PQ4KdcPQPZz/MjSeJQRJTvJC3qjd/8DZHRk400lk9Ju8bJwEjp8oeMu4De1mYBjETCuIRHnmYC6KaZjUdw6OCVyyqaI62KIuS4S72tkWTzKiJJceDtkYR09IHxz9YefeSRhI45wm5m357Z/vQDTAvqAX1SmyqiD5jfWwclZexRn+p+EuhmbOQQETrONzFQZGztIoMRO/xPTbmRpPMqIkl309D9Ba6rMu5KFn1ciobMXmkoW3qhCzAh6REZHUqbKNHghbvpfvGm2AuqmmKY1asLaLN56UwmDF0D86X8SriFkeTzKiJJd1CizmM45EO4kmLMeEm6uUqfIAeFOqzlglNCRNYJFebv/hbIcmt9r2lxEQN3iTdmUktExpkaHs/hyjkfTtVDa4zTI0mx3F3a73Zg9eyYOFO5Hv359I97r06cPvvrqS+zK34GVK5Zh7O1/SVApiWxE8C5QoRupJi07YN7MQdq0zXiZKgHHZGjaaeSxaP96Aagi+BBwPEqtF0yDZwKDKvPsC01Yu5G12e6K/tBDD2Lfvn0xr2dkZODjjz/ErvxdOPuc8/Dww4/irrvuxLXXXJOAUhLZiOTnVJmyHuEOuoCbq2Kql7jd/0zT5CRNuVLDU8lCHT0J6/sAiA0+FFO9jDYTUC8ARvtoPk/Ma7ZntJvEnTbJymx1Fz777LMwauSZeOihR2Leu+Lyy+B2uTBu/B3YuHEjPv/iC/z79an4059uTUBJiWwkeoc8KZ1zIGL6n6hOkSM4BSngE7fVszGVTFimypg2JizwABAZVGmC1i4amW55UzbDm/j4ZE3ZBCLXwknc3ZAsyzZ3quzsbDz3j2fx5z/fjvLy8pj3Bw0ahF9+WQCvN5zKnj1rNnr06IFmzZpV+XvdbjcyMjIi/hEllZhMlaCbT0RnT86Uq/C0Rp+8aZsRbRaIfM3OjI0qAuLW55iPR1GDFxEZOGGdc9U0MCMtYIx4aLOwupGl2eYu/NJLL+DNt97GipUr476fk5ODwsLCiNcKgt/n5ORU+XvvGD8Oedu3Gv/WrI7/+4mkMubW+wQ+BDLujmsCOrLmaUmasFHmiDYT9GwgReYUOQBip/+F6yUv8FCkthlgGigMmKbaCrjuk+Ul9Ch74IH7MX7c2GN+ZsjQMzBq1EhkZGTg+edfqPcyPP/Ci5jy6mvG9xkZGQysKLkYD+4MPq9EUfWNEELPP7IxYwTdvKZKQschFBj6/fLWVMXZ/U9Cm4WPxXCbKdLaTPLghaQMHAA4TNluSVM2ET6vtIg1pzLqRtaW0KvelCmv4oMPph3zMzt27MDwYcNw6qBB2LM7P+K9GT98j08+/RS33z4OBQUFyM7Ojng/J/h9QUFBlb/f4/HA4/FU+T6ReKERdH/UgmXz80vsKk52QETWQ+gOeUD01EZBdYvTQRfT0ROa9YgIhAXVC0DM8ahAr6/9h9IAOFz6f/3mDKOAawhZXkKDqoMHD+LgwYPH/dw9996HJ5+aZHzfunUuPvn4I9x8yx+xdOkyAMCSJUtw7733wOl0wufTO4NnjjwTmzdvxtGjRxumAkQShDYGiNgFyikjqIqYJienUxR/TZX96wXAFAgHZO3+p8RbUyWgXoh8dIGojI75WBTWZrI3TgnVzSuvbmRptgjdd+/ejQ0bNhj/tm7dBgDIy8vD3r17AQCffPoZPF4vXnj+OfTq1QtjxozGH2+5Ba+++s9EFp3I+kI3G19l+DUpHXRV6IJlh6lDJG16S7wsnIRRZtGbHghdeyQ0AwcoVTzDT8CUTQCKw/wwakFBPlmejDMIQHFxMa644neYPPkpzJzxPQ4dOoS/P/ss3n7nnUQXjci6FCU8/9wX3jlTyjSQyI6DoOBDCXditWAHXUynwVhTZdqxUcD0P6OjFzGtUVibSQs+IqbICTrPzHWQFggDUdP/hA1gkKXZMqjKz89HVnZuzOvr1q3DRReNTkCJiGzKPDIZ8EHz+/TOn5QbkHFzNU0DEdBBj8hUCesQKcE203xeWc/PCR2LPo8xFVVEvQCxQVVkICynXhF18Jt22ZRQN6CKNVVC6kaWJqB3QUS1FhVUibsBmYMqQR3ZiAyc8dBmW46RxXLGtpmMQDhOgC/gWISihh/Y7AvXTZFwPDrc+n99HtOgjIB6RVz35W2cYp7+J+pcI8sTcKciolqLmAYia5QZiiMcfPg8sjoOER30YFDlEFAvwFQ3jz6KDogIGI0MnLTRc6c7/LVf8nkmp15KcOBCCz0UXVDdAMTNVIkI8snyGFQRJbHw9Ba//lwqSYt6QxkPINgpErSmyhkeQdckdRpUp7HlvZ71CAWMAuoWajO/Oeth/2NRcZiDKq+oNSxG8GHKVIm4NpozcIC451SFn+MX3qgCgIjzjayNQRVRMjPv2gWIGmUOZQYARHb2BEwlU4IddM3nkTX9LyoQDm8OYP+6hTNVXlkddONYDO4eKugaYgQf5s65gHoZ14/QswklrTeF6Vwzb6kOiGg7sjYZZxAR1U7oJhOaZiVpxNK04YH+haBMlcOc9ZAz/c/oDGkBvV5+ecejtA66OWsKQFRQFS9TJaFe0W0mKtsNhDPb5qm2gIy2I0tjUEWUxIxsTujGI3GKnF8PqiR1HMyZqsh6KQksVT0wpiUFA2FR0/9Cu/9JW58TOhajzzP7182cqZL0IOqITDcg6ngEAMWZon/h84TbDRBTP7IuBlVEycyYkiRv6k54ulV0x0HAZc880hzK5gD2b7foQNgvKBCOM/3P9u0FRGwVD0DWejGpmaqq2kxC3QDAlQoA0LwVgKbpmW8ICfTJ0gT0LoiotowRPW/UNBABHaJw4BHKesjpOESMNAdMQZXNMzqxI+iCMlXBjh68Faash/1vweH1OfIGZuKtqRLRMTdvmgLIajMAitsUVAGyBtTI0niEESUzlx5USZwGohijleX6C6E1VZICRn9UUGXzdlNcaQAAzVumvyBoEw7FlQ5APx7DgxcqoNh8ymbM4IWcdXCKO3g8espkXRudkdd9UQEjYBrACF77jbaz/3WErI1BFVEyM9awCBxlDnbQo2+sEjoOijvYQfeU69NbAqHpLTbvNAQ7sfCERpjlZKrCHfRyUYvnjUDYp7eZpLWL4eOxXFiwGLp+BAcvJF33YRpQ80RnqmTUj6yLQRVRElMkZ6rMnVgI2y4+1CmqLNVfEBJ8xLaZnC3VIzvo5qDK3nVTUkLHYrCDLmlDB3PwIej6gWCboVJ4UOWNDvRl1I+si0EVURIL75KkZ6rCnVj733yiO+ihzQ9gfn6VTSnuJvoXxkizjFF0o81ipv/Zu16AuW7l4V02Afs/G8gd6qCHAnwhHXSHM7y5iEfWlE3pmarwLAVmqqhx2fxqTkR1Ev3gTkmjzNHT/4ygyt6ZAQBASrCDHhpp9gtZM+ASOv1PNXfQyyK2eVZsXrdQgC+tg26sgdMCeudc0pTNqKBK1AZFAJSUDADmTL6cHSnJ2hhUESWxiOd5ALIW9Bodh+AUkGDWQ7F7psqZYkyHC3eKZGQYjalkoXr5ZUz/C2WpABij58aUW5sfj+Hpf3oHVsxUq9AUOU8FAE32lE0hgXCIktoUAKBVFOkvCKsfWReDKqJkVuXWs/a/+SipwdHKimL9BSGZKmOUOeAzbTAiY5c8JTUTAKCVR3WGbN5mCHXyKksBTdNfEzIdteqpZPZus3C9gtkO8/PghLRZzPRhm9cLAOBKDT9fLHTtlxLok+UxqCJKYsbUncoS/QVBNx8lrRkAQCs/qr8Q7MTaPVOlpIVGYUvDL/plBB9VtZndO+hqqF5lR43XNCnHo5EVCF5DQsGHw97XECW9OQDTsQgNmi/UZvY+HpW04OBFKOgQkjUFTMejt9KolxaQMaBG1segiiiJGdmcqKk7IjJV6ZFZD01IB11JbwEA0MoOG6+Jmf6XFj9TZftObLoeVAXKj4RflJKpatIcAKCVHdFfkBIspscGwuE2cyegRPUnFDAGgm0mJcAH4gSMgJhzjayPQRVRElNSgpmqishMlYSgSk0NZT1CHfTgCLrT3jdWYwQ91IkFxEz/MzI6oUBYSL2UOJkqGdNRFShpzQGEg/zwWjF7Bx5qsF4BadlFZ0p4amNUIGz3ayMAqBmtAABa6UHjtXCG0f71I2tjUEWUxEJBlbjtkBUVSA0GjKEOeujGqtr7xqoeK6iycwdddZjaLDT9T0hQlR4V4ENGB11JzYDicELTAtDKgnUT0kEPt9mR8It++0+TM+rlqQhvmiLgWAxRMrIAAIHicFDFTBU1FgZVRMmsqq1nbR5UKRmtoCgqNJ83zkYV9r6xKk306X+BiKDK/u2mZGTpbeatNLWZjPU5arCjp5UeCr8o4HgMHYtaebGxTbyUDrqS0RIAoJUeCb8oIGBUmwTrZb5+CMkuAoDaNBsAoBUXhl8UcK6RPTCoIkpWqgNqcP55IJgZMDpENs8MGDfWkkIAwd3WhOxwpWbmAgC0ogLjNQnbxauZOQCAQLGpXsZaMfvWCwCUUN2K9huvSZiSZByLpjaT0kFXM1sDAAJH9xmvSQgYlWCbBYrDx6KMqag641wzBVVGuzntfUyS9TGoIkpSxoYHPg8Qnc2x+c0n3ImNc2O1ecdBaRbsFJk6e0ZH1sbtZgTCpjYLb6lu80yVcTyagg+//YN8pVm8wEM/FhUbZ3PgcBmZKnMgDJ/9Mx5q82MEiza+foQ4WnUEAAQO5YdfZKaKGgmDKqIkZUzdKTXtIidgJBYIj6Cbsx4SOrFwpRprqgJHzVmPUEfWvp0io4NeFG8E3b5tpqQ3h+JKhRYIiJuSpDZvAwAIHNkbflFC4JGZo09FrSwLDzhBxvVRDZ1nR0yDMgKORSA47TulCTS/D4Eje8JvCGg3sgcGVURJKjS3PiBsnQcAqC07AAACh3aFXxQwxcWoV+lhwFsefkPAlCtHVicAQODgTuM1LfhwYzsHi2qrYL2O7gln3mDODtj3XFObtwMQlTUVsO24cZ4d3RP5hoBMvtoi1GbhQNgYlLFxmwGAI7srACBwZHfcc83u9zWyPgZVREkqNI1MKzkQfjE0ymzjjh4AOLKCU0AO7jBekzDK7MjuAgAIHNge8Xo4+Ehp9DLVC0WB2lJvM7+pzcLTGm1aLwCOrM4AgEBhXuQbdt9JzpkS7qAfyDNeljD9T83SzzN/YeR5ZveH5CppmVAzsqBpgYjBi3CwaN8BJwBwtOsDAPDv3RD5hoDsKdkDgyqiJGVM3TkcHo2VEHgoGVlQUjL0KSCHd4ffkJCpqqqz57f3miq1eVsorhRongpo5mmN3mCwqDpsu626mt0ZQGTgAcD2WWFHVmcoqopAycGoneTsXS/ANHgRdZ7Z/fqohjI5h/cY26kDEJFdBBQ42vUDAPh3r4t4R8p6WrI+BlVESUpt3hZA5DQQu3f0AMDRpjeA4DQy0xQQ+9dNgaNNLwBAoGBrxDt2X1PlaBscYd6/GcZujUA4MwDYM1ulOuDI1dvMX7Al4i3bd9Bb9wQA+Au2RbweUS9FafRy1ZkrFWowu+iPOs/svi7TuH4URl8/7H0sAoDaugfUjFbQPOXw790Y+abtr/1kFwyqiJKR6jAtWI43t96+Nx9jCsjutRGvG9uOKyqg2G83ObVVB6jpzaF5K+DfH9lBt/vuf+ER5jWRb2j+cLvZsG5qTjco7lQEyosQOJgf+abNMzrODicBiNNmflMgbMO6OdqeAMXhRODo/siNRWCa2mjDegGAs31/AIBvV3Sb2X/at+uEUQAA3/ZFkccgIGItHNkDgyqiJKS26gTF4YJWUVzFjmQ2vfkoKpxt+wIAfNGdPXPWw2W/+jlCndg968PP3Aqxc6bKlWqMoEcHwgCA4HoxuOyXqXJ2GgggVC8t4j07Z6qU1EyowSly/l2rI98MBYuALYMqZ4cBAADfrlWxb9o4+FAyc6A2bw0t4IszPS54/VCdgGK/bqHaqiOcXU4FAHjXzYp5387nGtmL/c4eIqozR253AIjNeNh8moSj7QlQ0ppCKy9GIGpaEgK+8MNknakJKF3duLqfDgDw7Vge855m40yVs/MgKE43Aof3RG6DHGTbqY2KCmfXwQAA37ZFse+H2syOwWL3IVAUFf6CbZHrqQAAmqkTa7M2c7jh7DIIAODPWxb7vo0HnULXD/+eDZE7hwLhegH2u/YrKlLOvAWKosK7dWHk86lCbH5fI/tgUEWUhBzGeghZ6zycwY6Dd9tCQPPHfiC0ONtlr6BKze0BtVlraN4K+LYvjv1AKJtjx85er+EAAO+Wn+N/IFQ3m62pcrQ/UZ+uWVEcO0UOgBY8FhWbHYsA4Oo5AgDg3TQv/gdsmtFxdhkExZ2GQFEh/Ps2xbwfbjN7HYtQFDh7DAMA+OK1mSm7aLcdRJ3dT4ejRTto5cWo/OW9uJ+RsGaM7IFBFVGycbjgCE6Ri5luZdPOEAAo6S2MKSC+Kjrodu3Iuk/8FQDAt21xOMgwCWdz7NUhUnN7wJHbA5rfW3Wb2fRZVe6Tfg0A8G6aH7lhSogR4Kc1YqnqztHhJKgt2kLzVsK3bWHcz9jzPFPgCp5nerCoxXxC8+gZHsVmbebschrUjJbQKorh2xmb6QY0o25w26jNFAfcAy8CAHhW/ReoLIn/Oa6pokbCoIooyTja9oHiSkGg5GDks0oAW0+TcJ14PhSHE/69G2K3rw6yY2dPbdURzk4DoWkBeFZ/G/9DNp3+5x44GgDg2/xznGlkQV77PavK0bYPHK17QvN74V37Q9zPaF57dtBDbeZdPytyW24TI/hwpzdauerK0flkOFq2h+Yp0+sWT6i+bhu1maLCPfBiAIBnzffhHQyj2PF4dPY4HWrTbATKjsK7fnaVnwvXzT7XfbInBlVEScbZbQiAqtbm2HOahJKZA9cJZwEAPCv/W/UHjU6RXW6uClKG/h6Avi5HO7ov7qfCD1y1UeDR6WQ42/WB5vfqo8xV0Pw2y1QpDqQMuRoA4N3wY5XBYjjrYZdjEXD2GAZHdhdo3gp4Vv+v6g8aWQ+bdNCdbqQM/h0AwLt2BuApi/sxO2aqXH3Phdq8DbSKEnjXzazyc+FA2CZ1czeBe9ClAADv6m9jd/wzs2lWmOyHQRVRElFSm8LZ+RQAgG/z/NgP+O2XFQCAlKF/gOJwwpe/Ou76lRC7ZaqcJ4zUp8d5KuBZ/HHVH7Rbhyi1qREself9L2br6gg2y1S5B16sT48rL4Zn2ZdVf9BmAb6S3hwpg38LAPAs+wKoKK7ys3bLerhPuQxqRhYCxQeOHeCH6mWXNmuaA/fJYwAAlYs+qjKzCCC8eYVNriEpg38HNa0Z/Id3HzNYBMwBoz3ajeyLQRVREnGeMEqfIlewLXbqH0w3H1W1zVQyV99z4WzfD5rPi8qFHxz7wx77bFShZnVGyuArAQCeZZ9BKz1c5We10Mi6Ox2AxR+4qihIHXEj1CYtEDiyB56V3xzz46G62SFgdLTtA9eACwEAlQveqzLjAdgs66E6kHrWn6GkZMB/IE/P5hyDnab/OTqfAne/cwEAlT+/E/nohWh2yng43Eg9+y9QXCnw7VkffxDNRPOEBpysXzdnz+Fw9RwGTQug8qe3469ZNIkYTLPjA6nJNhhUESULdxO4+50HAPCu+S7+Z3yV0LQAAHtkcxxtesN96hUAgMpF06qcHhdil0yVkpGF1HNuh+JwwZe37Pid2MpS/edU1fIBo3vI7+Hs0B+az4OKWa8ee9oOAM0TrFtqRmMUr9bUlh2Qevaf9a2dN86Nv426ScROcpZ+NpCClGE3wJHbHVplqd5mwWtElWwy/U/N6YbUETcBADyrvo195lYU20yRUxxIHfVHOFp1QKD8KCrn/Pu4P2KX6aiOtn2QcvofAACepZ8jsH/z8X8odDwCgA0fp0H2YeUrORHVI/eA30Bxp8N/MB++7Uuq/qDHHqOxaquOSD1nLBSHE95ti+A7xkLlEDsEVUqTFkj79Z1Qm7RE4PAeVMybevwf8nvD6+FSrJsdcJ96Bdx9ztJHmOdOReDw7uP+jBEwpjRp6OLVmtqiPVLP/6t+fu3bWOXWzhHMU7GsukW3oiDljGvh6nE6tIAfFT/+69hTNYOM7KKFzzM1qzPSzvsrFFcqfLvWwLPk0+P+TETgYdWMh+JAysib4ex0MjSfFxUzp1S9CYyZMf3PutcPtXVPpJ47Vh9s2r4E3mOtnzUL+MKPC+EUQGpAzkQXgIgantqqE1x99SkuniWfIN52wSGatxxKSjoUd9oxPpVYam4PpJ07Hoo7Df69G1A59/Xq/aDFp++oLTsg9bw79KlxRQUo/9/fI0dZj0HzlEJxNoeS0gRaycEGLmkNqQ6knHEdXD31Z+VU/vJe/OdtxaFV6NskK25rBlVq655IO2cclBR9wKL8hxcjH6ZalYAPms8LxemC4k4Pb2ltFU43Ukf+Ue+cBwKo/PFfx83khBiDFxbtoDs6DkDqyFuhuFLg37cRFTNfPn72DYgKhFOrfW42GncaUs/6M5zt+kLz+1Ax8+XqZXJg/fVizq6DkTLiRj2gyl+Nih//hWPdx2J4KoA0FxRXGjRUPZWaqC5slak699xz8N3/vkX+zjxs2bwRb7/1ZsT77dq1wwfvv4udO7Zj/bq1ePihB+FwOBJTWCKrcLiRMuImKKr+xPnjTnGx+Pazzq6nIe1Xf9M7sfs2o/yHl6rcJjiaFlxcr6Q2bcgi1oqz2xCkXXgP1CYt4D+8G+X/fbp6I8xBRkbHYsGHktEKaRfera+BCPhRMfeNamUVDcF6wXKZKv25Rmm/vit4LG5C+X8n1aijHc7CWWtqo9KsNdJ+c48eUPm9qJzzr2oHwQCsO/1PUeEacJE+tdaVAt/uNSj//oVjr6MyC/jCz4Sz2HmmtuyA9Ivu0wMqbwUqZr5c7SAYsPA6ONUB96mXI3XUrcZ06IqZLwOB6l3zQzSbbcRB9mSbTNVvfnMhnvvHs3jiiScxb958OJxOnHBCb+N9VVXxwfvvoaCgABdc+Bvk5ubilZdfgtfnwxNPPJnAkhMlVsqwa+Fo2R6BsqPwLHj/+D9g1WexqE64B18Jdx9963TfzhWomPXacdfkmBlBVZqFgip3GlKG/B6uHqcDAHx71qFi5is1HwWvDG6KYKHpf87uQ5Ey5Go9e1ZZiooaZDtCrBh4KBmtkHL6tXB2OBEA4N26AJXz/lO9DJWJVnEUaNIcSlpmQxSzFhQ4e5+JlMG/g+JMgVZejPIZLyJQsLVGv8WKgxdK02yknnkzHLk9AOjb3Vf+/B6gHXuTg2ha+VEoTbOhpGVCKznQEEWtGUWBq+95cA+6FIrDhUDpIVT88GLcjYiORSsv0n+dZY5FQGnWBqkjb4EjqzMAfd2bZ/GxZ1pUxQ5Tv8n+bBFUORwOPPnE43j4kUfx3nvhTuGmTZuMr0eNGolevXrissuvQGFhIdasWYtJkybjwQcfwNNPPwOvt2Y3OyIJXCddAFf34HqI2a8anZ1jseIuUGpON6QMux6OFu0AAJ4VX+nbOms1u7kaHYdUa3QcnN2GwB3cGlgLBOBZMR3eFV9XbypSFGNDBwsEH0pmjh50tOsDAPAXbEXF7NdqNS3RCKpSLZAZUBxw9T0H7pPHQHGl6DtOLngfvo1zavXrwh3ZZvVZylpRW3VEytA/wJHbHQDg270WlXOn1ihbGqKVH9V/Z3ri6wWHC+6TLoDrpAugOF3QPGWo/Pld+LYuqNWv08qLgKbZUCxQNzWnm95mWZ0AAL4dy1Ax/61jbndflVCbWeFYhDMF7oEXwdX3PCgOJ7SKElTMfxP+Hctq/SutODhD8tgiqDrppJPQtm1bBAIBzJo1A7k5OVi9Zg0efvhRbNiwAQBw6qBBWLd+PQoLw4toZ83+EX//+zPo3bsXVq+u+tk1RBI5e52JlFMvBwB4Fn2IwL5Nx/mJICtN/3M3gfuUS+A6YSQURUWgvAiVc6fWONsRYpURdDW3B1IGXQpH614AgMCRvaiY/2a11z/Eo5UFO0UJ7OwpaZlwDbgIrl5n6p0hnwee5dP13SaPs+1xVbTK4JqqhLaZAmeXQXCfcgnUZq0BQF+LM/9taEf31vq3WiE7oDRpCfeAi+DsNRyKouoP9l36eXDHydqtqgwEAzElrXm9lbPGFAXOroPhPvkSqJnZAPQscOW8N+uUYbJC8KE0zYb75NFwddez21plGSoXf1zr4B4wXT8SGVQpDjh7nA73yWOgNmkBAPDtXInKn96qVXBvZslZCiSOLYKqzp30UZgJd92JBx58CPk78/HnP/8JX37xGQYPOR1HjhxBTk5OREAFwPg+Jyenyt/tdrvhdoefx5ORwVEMsj9nrxFIOeMaAIBnxdfH3ZLbzNgYIJGdWIcTrhPO1ncsDK6l8W6ah8qFHwHBjExthDNVTaE/z6lxt+JQszrDffIlxrQxzVcJz/Kv6hR0hARKD+l/I9gZaUxKaiZcfc+Bq++5+hbhAHz5q1D5y3vV2i3uWLTSI9C0ABSHC0pq02plW+uPAkfH/nAPvNiYghQoL4JnyafwbZqPuh4/iQyqlPQWcA+4EM6eI6A49K6Ad+sCeBZ9VPcObCjwSEkHHK4aT4usm2AAfPJoqM3bAgACJYdQuXAa/HnH2PW0mkLBh5qA4EPJyNID4B6nQ1H19eLejfPgWfJJnc+LhAaLigpn96FwD7gIaqbeXwsUFaBywQfw56+slz9htVkKJFNCg6oHHrgf48eNPeZnhgw9A6qq76fx3HMv4Ouv9QdFjh03HqtWLsfoiy/CW2+/U+sy3DF+HCZMuKvWP09kNa7+FyJl0GUAAM+6WfAs/axGP5/Q0XPVCWePM+AecCHUjCwAgP9gPjwLP4B/74Y6/3ojYFRVKKkZjdRBV+DocCJcfc8zpsNpAR98m36CZ8X0Yz7UtyZCv0dJb1kvv686lGat4e53PpzdT4fidAHQp/p5lnxaL+0FAND80MqOQGnSEkpGq8ZpM4cTzu5nwN3vfKjN9cyU5imHZ/X/4F37Q+QucHWQiOl/+k6g58DZ9TQoDr3NfHvWw7PsizplSiN4yqH5PFCcbijpzescWFeLKxWuHmfA1eccqM1yAehZTs/q7/RBJV9lvfyZRFwf1Zxuept1HmQEU778VXqbHcirl79hBFVOl76etjF2NnSnw9VzOFx9zobaVL/eB8qPwrvqW3jXz6r2BkTVoVUkPitM8iU0qJoy5VV88MG0Y35mx44daJ2rXyA3btpovO7xeLBjx060a98eAFBQUICBJw+M+Nns7Gzjvao8/8KLmPLqa8b3GRkZWLO6fkZGiBqVw4mUwVfBdcIoAMF1R0s/r/GvCSRixNKVClevM+Hqdz7UJs31cpQcgmfpZ/Bt/aXGa6eqpPkRKD0EtUlLKBlZDdtBd6boo699z4XavI3+5wN++LYuhGf5l/Xe0dSCmSolo4EzVYoKR4eT4Op9Jpwd+hsv+wu2wrPqv/DvWF7vf1IrPQQ0aQmlSUugnjqR8ShNs+HqNQLOnsOMTIRWWQbvhtnwrPm+VmtVjiUQPAbUptn1+ntjKA44Og2Eu++5cLTuYbzs37sRnmVfwL9v4zF+uHa0ssNQMnOhNGnRoEGV0jQHrj5nwdVzmLFznVZZCs+aYDBVTwFwSCgjrDR0m6lOOLsMgqvvOXBkdzVe9u1aowdThdvq9+/5fdDKi6GkNYWakYXAofz6/f0mSrM2cPU5G64eZxiZba28GJ7VwWCqursx1oAVptqSfAkNqg4ePIiDB4+/cHnFypWoqKhA9+7dsXCh/pR6p9OJDh06YFf+LgDA4iVL8Ne/3oGsrCwcOKDPlx555pkoKirCxo1VryXxeDzweOr/BCZqTErTHKSe9SdjwXLlgg/0EfVaaMybj5LeAq7eI+HqM8pYQBwoOQTvmu/g3fBjg0wb0ooKgCYtoWbmIHBge73/fjWnG1w9h8PZ5TTjmS9aZRm8G+fAu26mEfzUt/D0v6wG+f1KRpYecPQYZgS+mhaAf8cKeFb/D4GCLQ3ydwH9mHDkAGpGK9RtkmQcqhPOTgPh7HWmkUnU/+YBeNf8AO+mefXeMQ/RivbrRQhmVuqb2qIdnD2Gwdl9SDhIDPjg27YY3nUz679jbhI4uh9qZi7UZm2qv56zupwpesDRc5ixLhHQ1yZ61v4A35afG6RjDgCBo/sAwFhbV9/UVh3h7DEMrm5DoKTq10TN54Vv2wJ4185o0GAnULQPjrSmUJu1rv+/40qDs+tpcPU8A46c7sbL/kP58K6doW8c0oDTRBlUUWOwxZqqkpISvPnW25g44S7s3r0bu/J34fbb/wIA+HL6dADA7Nk/YuPGTZgy5WU88sijyMnJwT333I2pb/yHQROJ5uh8ClKH36A/QLSiGBU//hv+3bXfmKUxbj6ONr3hOuEsODoNNKazBI7ug2flf/XMVB3XFx1LoKgAjja9oWRWvdayxlKbwtV9KJw9hxs7FAJ6nbzrZsG7eX6DdcxDtKJCaH4vFHeqnoWrj+2e3WlwdjoFzu5D4GxrCjjKi+Db/BO8G+foQWoD00Id2Rbt6+13qjnd4Ow2BK4upxmL1zUtAP/utfBunAv/jhU13m67pgLB/3dKShMgtWn9ZMLcTeDqNhjOHsPgyO4c/ltlR+HbOAfeDT/Wec1UdQSO7AU6nGRkaetOgZrbHa6ew+DscqqxkY6mBeDftQbetTPg370WDb1OMnQsKhkt6229mJLaFM5uQ+DsOQyOlh2M1wOlh+Dd8CO8G+bUe5Y0nsDRfXDk9oBSX22mKHC07gVnz2Fwdj4FijOYlQr44c9fqbdZfU0TPo7QMa80abzp0ZR8bBFUAcDDDz8Cv8+HKa+8grS0VCxdugyXXHoZjh7VpyoFAgFc/fs/4JlnJuPb/36DsrIyfPjhR5g0aXKCS07UQFQn3Kf9Fu6+5wAA/Ps269tWl9VtjY4xt76+d5FzpcLZfageTJkCD//ejfCsm6Fvl1tf0/yOIRDKDrRoW7df5EqFs9PJcHYdDEe7PkZwqPkq9UzApnn1t0alOjQ/Akf2wtGqI9SW7eGvbVDlcOnT+7oNgaPDSca6GwDw7V4D74Y58O9c0aCBbzR/8Jk7aqsOx/nksakt2umd166DjTUcgN559W2aD++mebXa9r3W/F4EiguhNs2Go2UH+Pesq93vcaXq2bYup8HRrq+x8YQW8MG/cyW8m+bDv2tNgweJZoHgroh1Pc/UrM5wdj0Nzi6nQs1oZfr9++HdPB++zT/X+ZpXE1pFMbTKEigpGVCbt0Xg4I7a/SJ3evD6cRocbU8wXT+88O1cBt+m+frx0AjXxJDAEb3NHC3aofahogI1p6veZp1PNbLaAOA/vBu+TfPh2/qLMXjXWIzrfnpzwJlSb2vsiMxsE1T5fD489PAjeOjhR6r8zK5du3DVVb9vxFIRJYaSkYXUs24z5tp7Vv0XniWf10unSSs9BC3gh+JM0ReZ13FUW58/fxZc3U+HEnygsOatgG/LL/Cun4XA4d11LnNNBArzAACOnG41/+FQwNF1sB5wOMM7h/oLt8G7cR582xYZ29I3tsChfDhadYQju6se+FSX4oCjbW894Oh0stFOQLAjtHUBfFsXJuxhp6EHmaot2gEOd40e+Kw0zdY7eF0Hw9EynOnSPBXw7VgK39aFwc5rzZ8NVh/8BVuhNs2Gmtu9ZkGVMwXOjgPg7HoqHO1ONDYKAfTNXXyb58O7dUGjZDjiCRTqU2sdOd0BxVGja5PasgOcXU6Fs+tpxm5wQLDN8hbDu2l+4w5YRPEXbIWzQ384WvesWVDlStOD366nwtE2HPwCgL9wux4kbl0IeMoaoNTH5w9OB1Vze9b4Z6sKfrXKMvi2LYR3808NOt30uDzl4TVjmTkNOo2Skpdtgioi0jk6DkDqiJugpDSBVlmCijlT623bWQBAwA+tuBBKs9ZQm7WGvzZBlaLC0XEAXH3Oipw2dmQvvOtnw7v5p4QFHv4D26EFAlAzsvTd5I6XmVAccLTrA2fXwXB2GhgRcASO7IF360L4ti0y1sckkn/Perh6nAFHhxOB4+36qDr1enU+Bc6OA431GwAQKD4A37aF8G1diMDhXQ1c6uPTSg4gUHwAatMsONr1OW7AqDRvq9er8ylwtOoY/j1+L/z5q+DdugD+/FWNvNV3fP59m+DqNgTOdv3gXT792B92uINB/anBoD7FeCtwZC982xbBt30xAkf2NHCpjy9waBe0ihIoqRlQc7sdd12V2qIdnJ0H6YGUafqZ5q2EL38FfNsW68+ns0ibOTv0h6Nd3+OvXXWlwtmhvx5ItT8xIvPrP5QP37bF8G1fbInrR6BwGzSfF2p6M6gt2h/33FdbddSD3y6nxga/O5fDt22RPiUzUH+7+NVFoHg/HGlN9anfDKqoATCoIrILxQH3qZfDfeL5AAB/wRZUzHqtQTY+CBzdD7VZayjNWgM1mPOupGbC2XsEXL1GQs3Q565rgQD8+SvgXTer9tOb6pO3AoH9m+Fo0wvOroPhXfXf2M8oDv39zqfA2WVQxDO79IBjEXzbFlputNO/azW0gB+OVp2gtuoUO4rucMPRvl8wkOpv7JYGBNdJbV+sB1IFW9HYz/A6Ht/O5XD3PReuXiPiBlVqq45GIBV6PhEQXL+xdwN8WxfCt2Np42wVXQP+nSugDf0DHLnd43dkU5ronfLOJ+tT+8yBVNF+vVO+bZElgt9IGnw7V8DVcxhcvUeiMiaoCk4T63QynJ1OjtisQ/N54c9fqR+P+SsbbNOJ2vLlLUPKqVfA0a4flKbZMbsbKqmZcHTsD2enk+Fo2yciixg4skefHrxtUZ0eHN0g/D74d63Sz6PeI+H55d3I9xUVam73YJsNjNi10orBb7TAkX1w5HTXp9rmLU10cUggBlVENqA0aalP9wvumuRZ/R08Sz5psHUtgcO7gY794cjuAt+GH4/7eTWnu56V6jzImNISKC+Cb+NcfWF8A+14V1vezT/B0aYX3Ceer2eZSg4AKU30RdUdB8DZaYCxGyGgbzOvd15DAYc1aRXF8G1bBFf3oUg582Z4FnwAaAGoLTvA0a4fHG16RUxZDJQehi9vKfx5S+Hfv6lR12/UlHfdLLhOOBvOjgPgPuUS+Hevg9I0C47WPeFo1xeqaQG65vfCv3sdfHlL4du5HKis/QOjG5pWdgT+HUvh7HIqUkb9EZ7FnwIAHFmd4WjTG2puDyjBZzUCQKCoUA82ti8ypkValXf9LD2o6jYEgSN7ENi/NdhmveBo10df3xKk+bzw716j123nigbf2KUutKL98O1eA2e7fkgd9Sd4ln0OqA44srvobZbTDYpiarOj+/R6bVvU6NOda8q7biacnU+Bq/dIaMWFCBzKh9I0Wx9katvX2NQF0NeP+vNXWzb4jeYv3AZXz2FQazP1m6galFZZOda9iyZARkYG8rZvRecu3VBSUpLo4hDB0f5EpJ55i/6w2soyVMyb2iDPAor+m2nn/xWB4kKUfTQx/oecbn33tBPOiphi5S/YAu+6WfBtX2KZaR8xFAfSRj8IR6sO0AJ+aJWlUKN2OwyUH4V/x3L4ti/Rd6hK0JqbmlLSmyNt9ENQq9hoJFB8QA828pYgULANVstIHYtr4MVIOXlM3PeMDl7eUvjyVyVsemltKOktkDb6wSrbzH9wJ3w7lsG/Y7nlsqPH4z7tt3Cf+Ku472meMvh2roRvx3J9x1ILB1LRlMwcpF/8gL5zYxz+wu16vXYss8R0zJpIGXY9XL1GxH1PqyiBb+cK+HYuh3/X2hqtb0w0tWUHpF/yCDRPOUrfHdeoG7eQvVU3NmCmisiqFAXuk8fAPeAiAPpNumLWq42yWYB//2Z9bn3TbKg53SKyM0qz1vqzpXoMg5ISfNimzwPf1oXwrp9p+dFzAIDmR8UPzyN11G36FsLBgCpweA98e9bpAcf+zZbO3FRFKzuC8q8eh/uUS/TMphZA4Mhe+Pdtgn/3GsuPlB+Ld/l0aMUH9Ae9pjVDoOwIAgd3wL9rjZ5p81s0iD8Oreyw3mYDLoKa3RXw+xA4GmqztQnbIKQ+eBZ9hMCRvXD1OB1KSlO9zQq3wr93o/7Q4UbcRbI+aUUFKJv+GNwDLoaa1RHweYPn2Ub4d6+BVtp4OxLWt8r5byFwKB/OrqdBcTdBoOwQAvu3wrd3PQL7t9hmgCla4PAuBMqPQk1rBkfbE+r06BGieJipisJMFVlCalOkjrzVeBipZ+0MeBZ91KiZn5ThN8LVcxj8B/LgWfwJlMwcuLqeBkeb3sZnAkUF+sYTm+YDHutOsToWJaMVFHe6/vBcC08TIyKiunEP/QPcfc6Cd9siVM5+LdHFIZtgporIptScbkg9609Qm7SE5q1A5fw39W26G5ln2RdwdhoIR1ZnpP36TuN1LRCAf9cqeNfP1p99Y6PpY/FoJQehoRGfTURERAnh2zgH7j5nwdllELwrO9huOi1ZG4MqIgtxdj8dKcOuh+JwInBkD8pnToGWoPn4WukhlH39FFIGXao/5LL0MPx71sG35WdbT20hIqLkFDiUD++2RXB1PQ2po25D+TeToCXoWW4kD4MqIktQ4D4lvH7Kt30JKua9kfCF29qRPaiY8XJCy0BERFRfKn95D46c7lCbt0HaRfeiYva/EDiwPdHFIgHU43+EiBqUw4mUUbcaAZVnxdeomPVqwgMqIiIicSqKUf7t0wiUHICamYu0i+5DyvAboZieu0VUG8xUESWS043Uc8bC2a4vNL9PXz+15edEl4qIiEgsragAZZ8/gpShV8PVfShcPYfB2eN0+PNXw7vhR329MLdcpxpiUEWUKO40pJ13Bxy5PaB5K1Dxw4v685CIiIioYXlKUTnn3/CunQH3yWPg7HAinB37w9mxP7TKEvh2rNAfjr53A+CrTHRpyQYYVBElgjMFaef/Hxw53aBVlqL8u+cQKNyW6FIREREllcCB7aj4/jkomblw9R4JZ/chUNOawdVzGFw9h0EL+BAo3A7/ng3w79+MwMEd3NyC4mJQRdTYVCdSz/mLHlBVlKD822e4rSsREVECaUX74Vn0ITyLP4Ka2wPOzoPg7DgAatMsOHJ7wJHbw/hsoOQQAgd3IHBkDwJH9yNQtB/a0f3QKooSWANKNAZVRI0sZciVcLbrB81boWeoGFARERFZg6YhsG8TPPs2wbPgfSgZWXC06Q1H295wZHWB0iwXakZLqBktgU4DI3/UWwmt7DACpYehlR0J/6ss1f95yoDgf7XKUsDvTVAlqSEwqKLqURRAdQCKGvynAIoKxfheBVQVgBL+WlGhBD8H47/Br6EE/2v6/QCU6NfN31f1uvFenM+ZX4/5HTGVPEb1j/VzcX8g7suOdn3h6jkcmhZAxaxXuY0rERGRhWklB+DbPB++zfP1F1ypUFt2gKNVJz3AapYLNTMXSkYrKK4UKM1aQ23Wunq/2+8DfB5ofo/+X1/ov5WA3wP4vNACfiD0T/NHfh/8p2l+IBDQvwcALRD6C4AW/AdAC72uaTHvVfUzNfg/VYOPVu+z/oKt0EoP1bAcicOgyu4cbigp6VBSmgDudCjudCiuVMDphuJM0f/rSgGcKZHfO9yA6oDicAKqE3A4oaihrx1QVBfgcOjfq04oKnffr0/eVd/Cv2t1ootBRERENeGtQGD/ZgT2b4583eGE0qQVlPRmUNNbQElvDqVJcyhpzY1+muJuAiUlXe+vhfpgDicUpCemLhZXMetV+LYzqKI6UlIzoWZ3gZLeDEqa/k9Ny9S/TmkChE5QhyvRRYUWCOgjHFogOLoR/l7TAkAg+BqCXyMQHNDQwv9F+HsNWvi1Y3zumK9X6+ePWatjv1vjERzTz5YchGf59Fr/PBEREVmM3wetaD+0ov0IHP/TgCs1dhDc4Q5+7wacKYDTBUV1AIpDny2kOvTvQzOHVGfwNTX4miM46UYxzQoCADU4gcb8uml2T8Rr4Z+pthpN5qn+h+22IQiDKotSc7sj7Zzbq/VZLeAHPGXQKsv0ebreinD62FcJzVsZ+73fC/i90AI+wO/T08fG1/p/zd8b6eaY4Kn2wQURERFRUvJW6P011GjiHFkYgyqL0koOwF+4DVrZUWgVRdDKiqCVH0Wg/Ki+yNG80DF4UhIRERERUeNjUGVRgYM7UT798UQXg4iIiIiIjoO7DxAREREREdUBgyoiIiIiIqI6YFBFRERERERUBwyqiIiIiIiI6oBBFRERERERUR0wqCIiIiIiIqoDBlVERERERER1wKCKiIiIiIioDhhUERERERER1QGDKiIiIiIiojpgUEVERERERFQHzkQXwKoyMjISXQQiIiIiIkqg6sYEDKqihP7HrVm9MsElISIiIiIiK8jIyEBJSUmV7yutsnK0RiyPLbRu3fqY/9MaS0ZGBtasXol+J/a3RHmo7timMrFd5WGbysM2lYntKo8V2zQjIwP79u075meYqYrjeP/TGltJSYllDiqqH2xTmdiu8rBN5WGbysR2lcdKbVqdcnCjCiIiIiIiojpgUEVERERERFQHDKoszOPx4Omnn4HH40l0UaiesE1lYrvKwzaVh20qE9tVHru2KTeqICIiIiIiqgNmqoiIiIiIiOqAQRUREREREVEdMKgiIiIiIiKqAwZVREREREREdcCgyqJuvPEGLFu6GLvyd+C7/32LgQMHJrpIVE0T7roTBwr3R/z75ef5xvspKSmYPPkpbNq4Hnl52/Cf/0xFdnZ2AktM8QwdOgTvvfsO1qxeiQOF+/HrX/865jN3T5yAtWtWIX9nHj795GN07dol4v3mzZvjtVenYPu2Ldi6ZROef/45NGmS3lhVoCjHa9OXXnoh5tz98MMPIj7DNrWW8ePH4Yfv/4e87Vuxft1avP3Wm+jerVvEZ6pzzW3Xrh0+eP9d7NyxHevXrcXDDz0Ih8PRmFUhk+q065dffBZzvv79macjPsN2tY4brr8Oc36cje3btmD7ti349r/f4OyzzzLel3CeMqiyoDFjRuOxRx/BM39/FmedfS7Wrl2Ljz+ahqysrEQXjapp/foN6NO3n/Hvwt9cbLz3+GOP4vzzzsNNN92C0RePQevc1njzzTcSWFqKJz09HWvWrsWEiXfHfX/s2Ntxyy034847J+D8X12AsrIyfPThh0hJSTE+89prU9Crdy9cdvlvcfXv/4DThw7BP559trGqQFGO16YAMGPmzIhz949/vC3ifbaptZx++lBMfeM/OP9XF+DyK66Ay+XExx9/iPT0cKB7vGuuqqr44P334HK5ccGFv8HtY8fiyit/h7vvnpiIKhGq164A8Pbb70Scrw8/8qjxHtvVWvbs2YvHHn8cZ59zLs455zzMmz8f77z9Fnr16gVAxnnKLdUt6Lv/fYvlK5bj7rvvBQAoioJVK5fj369PxYsvvpTg0tHxTLjrTvz6gl9j1KizY95r2rQpNm5Yh1tv+xO++uprAED37t2x4JefcP6vLsDSpUsbu7hUDQcK9+Oaa6/Ht99+a7y2ds0qTJnyKl6Z8ioAvW3Xr1uDsWPH4/MvvkCPHj3wy8/zcc4552HFypUAgLPOGoVpH7yPk04agH379yekLqSL16YvvfQCmmU2w7XXXR/3Z9im1teqVSts3LAOF108Gr/8sqBa19yzzz4L77/3Lvqd2B+FhYUAgOuvuxYPPvgAevXuA6/Xm8gqEWLbFdAzVavXrMX99z8Q92fYrta3edMGPPzIo5g+/SsR5ykzVRbjcrnQv/9JmDNnnvGapmmYM3cuTh00KIElo5ro2qUr1qxeiSWLF+G1V6egXbt2AIAB/fvD7XZjzpy5xme3bNmC/Px8tq+NdOrUCbm5uZgzN9yOxcXFWLZsGQadqrfjqacOwpEjR4zONwDMmTMXgUAAJ59ycqOXmarnjDNOx/p1a7Hgl5/wzNOT0aJFC+M9tqn1ZWY2BQAcPnwEQPWuuacOGoR169cbHTUAmDX7R2RmZqJ3716NV3iqUnS7hlx+2aXYuGEd5s2dg/vvvw9paWnGe2xX61JVFZeMGYP09HQsXrxEzHnqTHQBKFKrli3hdDojDhoAKCwoRI/uPRJUKqqJpcuWYey4cdiyZStyc3Nw15134uuvvsTw4WciJycHlZWVKCoqiviZwsIDyMnhuiq7CLVV9HlaUFiI3Jyc4GdycODAgYj3/X4/Dh8+YnyGrGXWzNn45uv/YsfOnejcuTPuv+8efDjtA/zq1xcgEAiwTS1OURQ88fjjWLBwITZs2AAA1brm5uTkxN5zg9/nsF0TLl67AsCnn36O/F352LdvP/r26YMHH7wf3bt1w/U33AiA7WpFJ5xwAr799hukpqSgtLQU111/AzZt2oQT+/UTcZ4yqCKqZzNnzjK+XrduHZYuXYYVy5di9JjRqCivSGDJiOhYPv/iC+Pr9evX6+fvkkU444wzMG/evKp/kCzh6cmT0Lt3r4g1rGR/VbXr2++8Y3y9fv167N+/H59//ik6d+6EvLwdjV1MqoYtW7Zg1KizkNk0ExddfBFefulFXDz6kkQXq95w+p/FHDx0CD6fL2bHk+ycbBQUFCSoVFQXRUVF2Lp1K7p06YKCggKkpKQgMzMz4jPZ2VkoKCis4jeQ1YTaKvo8zcnOxv7geVpQUBCzuYzD4UCLFs2Nz5C17dixAwcOHEDXLp0BsE2tbNKkJ3HeeedizCWXYe/evcbr1bnmFhQUxN5zg9/zvptYVbVrPEuXLQMAdOmi78LKdrUer9eL7dvzsHLVKjz++BNYu3Ydbv3jLWLOUwZVFuP1erFy5SqMGDHceE1RFIwYPhyLlyxJYMmotpo0SUfnzp2xf/9+rFi5Eh6PJ6J9u3frhg4dOrB9bWTHjh3Yv38/RgwPt2NGRgZOPvlkLFmst+PixUvQvHlz9D/pJOMzw4cPg6qqWLZ0WaOXmWquTZs2aNmyJfbv12/YbFNrmjTpSVx4wQW45NLLsHPnzoj3qnPNXbxkCfqccEJEwDzyzDNRVFSEjRs3NU4lKMax2jWefv36AkD4fGW7Wp6qqnCnuMWcp5z+Z0GvvvYaXn7pRaxYsQLLli3Hbbf+Eenp6fjgg2mJLhpVwyMPP4Tvvv8e+fm70Lp1LiZOmAC/34/PPvscxcXFeO+99/HYo4/gyOEjKC4uxlNPPYlFixZz5z+LadIk3RjxBIBOHTuiX7++OHz4CHbv3o3X/vkv/N///RXbtm3Hjp07cc/dE7Fv3378N7ib3ObNmzFj5kw899yz+NudE+ByOTF50lP4/PMvuEtcghyrTY8cOYy77rwTX339DQoKCtC5c2c8/NAD2L59O2bNng2AbWpFT0+ehMsuuxTXXHsdSkpKjPUXRUXFqKioqNY1d/bsH7Fx4yZMmfIyHnnkUeTk5OCee+7G1Df+A4/Hk8jqJa3jtWvnzp1w2aWXYsaMmTh0+DD69umDxx57FD///DPWrVsHgO1qNffffx9mzpyJXbt2IyMjA5dddinOOON0XPHb34k5T7mlukXddNONuP0vf0ZOTg7WrFmLe+69D8uWcSTUDv79r39i6NAhaNGiBQ4ePIiFCxfhiSefNOZ4p6Sk4NFHH8all1wCtzsFs2fPxoSJEzn9z2LOOP10fPnl5zGvfzBtGsaOHQ9Af/jvNddeg2aZmVi4cBEmTJiIrdu2GZ9t3rw5Jk96Cueffx4CgQC++vob3HvvvSgtLWu0elDYsdr0rrsm4u2338SJ/U5Es2aZ2LdvH378cQ6emjQ5YnE029RaDhTGD2ZvHzsO06Z9CKB619z27dvjmWcm44zTT0dZWRk+/PAjPPrY4/D7/Y1QC4p2vHZt27YtXnv1FfTu3Rvp6enYs2cPvvnmv3j2H8+hpKTE+Dzb1Tqef/45jBg+DLm5uSgqKsa6devw4ksvGTv+SThPGVQRERERERHVAddUERERERER1QGDKiIiIiIiojpgUEVERERERFQHDKqIiIiIiIjqgEEVERERERFRHTCoIiIiIiIiqgMGVURERERERHXAoIqIiIiIiKgOGFQREZGtvPTSC3j7rTcT9venvPIy7rhjfIP9/p49e2LVyuVIT09vsL9BRET1S2mVlaMluhBEREQAcKBw/zHff/rpZ/Dqa/+EoigoKipqpFKF9e3bB59/9ikGnnwKSkvLGuzvvPHG61i7Zi2e/cdzDfY3iIio/jCoIiIiy8jJyTa+HjNmDO6eOAFDhp5uvFZaWtqgwczxPP/cP+Dz+XDnXRMa9O+ce+45eO4fz6L/gJPh9/sb9G8REVHdcfofERFZRkFBofGvqKgImqZFvFZaWhYz/e/LLz7DU089iccffwxbNm/EurVrcM0f/oD09HS8+OLzyNu+FYsWLcDZZ58V8bd69+6NadPeR17eNqxbuwZTXnkZLVu2rLJsqqrioot+g+++/z7i9WVLF+P//u+veOXll5CXtw3Lly3Br84/H61atcI7b7+FvLxtmPPjbAzo39/4mfbt2+O9d9/Bls0bsSNvO+bPm4NzzjnbeP/HH+egefPmOP3000FERNbHoIqIiGzvyt/9FocOHcJ55/8Kr0+dimeemYypU/+NxYuW4Kyzz8GPs3/ElFdeRlpaGgAgMzMTn3/2KVavXoNzzjkPv7vySmRnZ2Pq6/+u8m/07dsHzZo1w4oVK2Peu+3WP2LRokU466yz8cMPMzBlyst45ZWX8PEnn+Dss85BXl4eXnnlJePzT0+eBLfbjYsuHoMRZ47Eo48+jtLSUuN9r9eLNWvWYuiQwfX4f4mIiBoKgyoiIrK9NWvX4h//eA7btm3H88+/gIrKShw6eAjvvPsutm3bjr8/+yxatWqFPn36AABuvvkmrF6zGk888SS2bNmC1avXYNz4OzB8+DB069o17t9o374DfD4fCgsLY96bMWMm3nr7HeNvZWZmYsXyFZg+/Sts3bYNL770Mnr16mVMb2zXrh0WLVqE9evXY8eOHfj+hx/wyy8LIn7nvn370L5D+3r+P0VERA3BmegCEBER1dW6deuMrwOBAA4fOoT169cbrxUU6IFQdlYWAD3rNOyMM5CXty3md3Xu0hlbt8W+npaaispKz3H/fuhvrTP9/VAglpWVjYKCQvz79dfxzNOTMXLUSMydMxdfff1NxO8AgIqKCqSncQdAIiI7YFBFRES25/X6Ir7XNA1eny/mc4qqT9Bo0qQJvvv+ezz66GMxn9m/vyDu3zh46CCaNEmHy+WC1+uN/Ptx/pa5TJqm7wmlqgoA4N1338OsWbNx3rnnYOTIkRg/fhwefOhhvP76VONnmrdojry8vLhlISIia+H0PyIiSjqrVq1G7169sHNnPrZvz4v4V1YWf3fBNWvWAgB69epZL2XYs2cP3nzrbVx/w42Y8upruOYPf4h4/4TevbF69Zp6+VtERNSwGFQREVHSeWPqG2jevAX+9a/XMHDAAHTu3AmjRo3Eiy8+D1WNf2s8ePAgVq5cicGD6755xOOPP4ZRo0aiY8eOOOmkEzHsjDOwefNm4/0OHTqgTZs2mDNnbp3/FhERNTwGVURElHT27d+PC3/zGzhUBz7++EPMnfMjnnj8MRQdLUIgEKjy59599z1cftlldf77DocDkydPws8/zcOH06Zh69atuGvCROP9Sy+9BLN//BG7du2q898iIqKGx4f/EhERVVNqaioW/PITbr7lVixZsqRB/obL5cKihb/g1tv+hEWLFjfI3yAiovrFTBUREVE1VVRU4C9/GYtWx3hIcF21b98Ozz//AgMqIiIbYaaKiIiIiIioDpipIiIiIiIiqgMGVURERERERHXAoIqIiIiIiKgOGFQRERERERHVAYMqIiIiIiKiOmBQRUREREREVAcMqoiIiIiIiOqAQRUREREREVEdMKgiIiIiIiKqg/8Hu6VJ5Lan18oAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model.run(300)\n", "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", "model.simulator.plot_voltage(ax=ax)\n", "t, v_orig = model.simulator.t, model.simulator.recordings['v'][soma(0.5)]" ] }, { "cell_type": "markdown", "id": "d17c8c2d", "metadata": {}, "source": [ "## Standardizing ion channel models" ] }, { "cell_type": "markdown", "id": "4ed5bb68", "metadata": {}, "source": [ "DendroTweaks provides a simple way to standardize voltage-gated ion channel models.\n", "\n", "Assuming that we have an instance of a model with a custom sodium channel Na created before, we can standardize it with the `model.standardize_channel` method. The standard channel with the name `stdNa` (standard-Na) and very similar kinetics to the original channel model is created to replace the original channel model. This method also exports the standard channel model to a MOD file which is immediately loaded into the NEURON simulator." ] }, { "cell_type": "code", "execution_count": 30, "id": "ae5cdc96", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got data for v in range -100.0 to 100.0 at 37°C\n", "Got data for v in range -100.0 to 100.0 at 23°C\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Mechanism Na is not inserted in any domain and will be removed.\n", "(model.py, line 637)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Saved content to examples/Toy/biophys/mod/stdNa.mod\n", "Got data for v in range -100.0 to 100.0 at 37°C\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "model.mechanisms['Na'].plot_kinetics(ax=ax)\n", "model.standardize_channel('Na');\n", "model.mechanisms['stdNa'].plot_kinetics(ax=ax, linestyle='--')" ] }, { "cell_type": "markdown", "id": "d1e2eb67", "metadata": {}, "source": [ "Let's do the same for the potassium channel:" ] }, { "cell_type": "code", "execution_count": 31, "id": "68b7767f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Got data for v in range -100.0 to 100.0 at 37°C\n", "Got data for v in range -100.0 to 100.0 at 23°C\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Mechanism Kv is not inserted in any domain and will be removed.\n", "(model.py, line 637)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Saved content to examples/Toy/biophys/mod/stdKv.mod\n", "Got data for v in range -100.0 to 100.0 at 37°C\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "model.mechanisms['Kv'].plot_kinetics(ax=ax)\n", "model.standardize_channel('Kv');\n", "model.mechanisms['stdKv'].plot_kinetics(ax=ax, linestyle='--')" ] }, { "cell_type": "markdown", "id": "b7b7541b", "metadata": {}, "source": [ "We can plot the voltage trace of the standardized model to compare it with the trace produced by the original model." ] }, { "cell_type": "code", "execution_count": 32, "id": "52fe4b14", "metadata": {}, "outputs": [], "source": [ "model.run(300)" ] }, { "cell_type": "code", "execution_count": 33, "id": "9081e576", "metadata": {}, "outputs": [ { "data": { "image/png": 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aTUvgh7M/jUazDbjGgZ9Dx1ymrPbhHIXJLfvFuWnfOCWKOwWawheeKtI9VV5W1Phvbx7Zz+LH8yI8fXQ030PZety1yvBUeZfQj4K4Nrbpn9FoNOn44jGl0Wi2Htc4MIWF8GlSb420K1R8s8J/t7wegark93407nyJ46lyP3sVDbBeVU9OE1ww3A6d26+nD+4rGULYW9nQD1UOM5m/wd6jz80yN/GTGo3GxX8Whkaj2Sp6iXXs3tWH1gEkxaK/ZmcbeX0DG5JX/OHN8SAE//jONuo+X+qDybl2uSuqnJd+NMoB+rbzQ16OyPhqk5CCL5w96ceQW//NSLO9EQ6HufvuO5k3dzaLFy/kqaeepEuXLi363/TBU0qj0WwLabkBPn2SFgu7pnOHcJ4H0py4a+W5ixvCZ9a5MFlabU+0zhfhSLnD/zoVQlnIZ2sHWNKnNxQHN+/IV7maGfhvV2q2F27/y20cdeSRXHDBRYw+cQzdunbj6af/06L/TS2qNJrtHL/nBgAsl50AGD3ITyXy7MUyPLLYL+snnYprCIOX55j0/VeYCz/0QcKYSPd6eD97wxQvXZ0LPzSiTlVszDaXzng3SJeHw7w2z3+mVL929uKdvZOf7pkaL2f/+tf8MHN6sj2Hy3PPPsP999+X83eCwSB33XUHs36YwbKlS5j6/XdceeUVyfd79uzJc88+w+LFC1m0cAFPPPGvNO/QNVf/kXHjPuXMM89g2tQpLF68kHvuvgvDMLj8st8xa9ZMZv84i9///qq0/+6ll1zMl198zpLFi5g+7XvuufsuiouLGp1baWkpZ511JjfdfAtfjR/P9BkzuPyKKxm5997sscceW/5/1mbivzuBRqPZItbWpb73nafD4dPE7gC+LDvufSD65sRcOmFjhsHpQxJcsXuc/u39szfd8tzLq324dh78s2JkxcOFTcmP50WYc37ElwVi/rdIm4fNQVFANvovbMrN/tmCzfjZLeWdsWPp0KEDBxxwQPJa+/btOfTQQ3j99Tdy/s5vLrqQo486igsuvIh99t2fSy79LUt/XgrYz6LnnnuG9h3aM/rEMZx8yi/p17cvT/z78bS/0b9fPw477FB+edoZXPybSzjrrDN56aUX6N6jB6NPHMNtf/kLf7rhenbffffk71hScsMNf+KAA0dx2WVXcOCBB3DLzTc3OrddR4wgFArxxRdfJq8tWLCApUuXsteee27x/1ebiy6prtFs5yysNJhj9WaIsdS3zX/dBrk5iq6pi3C9HT40zJNlrA1+uWOCfXtIZq41mFuR32E1G47XoyYmmL1eMLSTxPThgYYvcsVEjjhb7M9aJx82/XX5cb097xqFCze2BX6+ONLoex8vNjjjvVDy9ezzIxQ3ItAnLBeMfjsVv/792RE6Z+y/zg8XbNHYKisr+fTTzzj55F/w1VdfAXDiCSdQUVHB+PHjc/5Oz169WLhwEd988y0Ay5YtS743atSBDBs6lN332IsVK1YA8NvfXc7ECV+x2667MnXaNACEMLjyiquoqa1l3rx5jJ8wgUEDB3H66WcipWTBTz9xxeWXccAB+/P9998D8Pjj/0r+d5YuXcodd97F3+69h2uuvS7nOMvLy4lEIlRVVaVdX7t2HeXlLZdX5VMTSqPRbAluOXW/hI9lcoL5NQCloU38oIJ4l2y5X8pyu9a4YbKnUzzl8t3jeRxQc5GdU+Xm5fhK8Dusqs33CJqPptZnVC8/FORIx9oO8sU08Pobb3DC8ccRCtkPx1NO+QVvvfU2spETkZdffpnhw3fi228mcscdf+Xggw9Kvjd48GCWL1+RFFQA8+bNY+PGjewweIfktaVLf6amNnVzWLt2LfPmzU37b65du5YunTsnX48aNYo333idmTOmsXjRTzzy8EN06tSJwsK2dbKhPVUazXaOKSQFRJzv8zyYFqKzsE+rOhf44ejcRaR9mbnOR41/nYerAIJORec9/FCZMiM/pywkGd7ZnpdvjFchkus3c63BruUJ/jlFZVMjd/U/76v+7XywNzMY6ITbFvkwtLE16fN449WRMhssD/1P4z+bmZ+4+7PNU3Xpww8/QgjBEUccztSp09hnn3248abGw+pmzJjJ7nvsxeGHH8ZBo0bx5BP/5osvv+T88y/c7P9mLJ5+QCalJBbLvuaGSffu3ZsXX3iOp59+hr/ecScbN2xg5D4jeeD++wgGg9TX12f9N9asWUM4HKasrCzNW9WlS2fWrFm72WPdUlS+02k0mmZgZHdJf2M1AOvr/WLZ5cY3hquHGfG+nPhWyCfV8Vz86b4RGd/1Lk1ZSv450DAAO3nxxglBbpyguFUusr2LmS/9eF8ZPVB171vbWJS6LTjoaqmfbYpIJMK7773HKaeczID+/VmwYAEzZsxs8ndqamp4++13ePvtdxj73//y2quv0L59e+bNm0fPnj3o0aNH0ls1ePBg+72587Z6jCNG7IJhGNx08y1Jb9boMaOb/J1p06cTjUYZNepA3n33PQAGDRxI7969mfzdd1s9lk2hRZVGs53j9nBaYPVg2lq/JK00Qtt4zjYPjlVXSTG9SiVlIcnyGsFaXwjjVE6VL8khFn1jmAuRXD5DSIocK6MmpvgEmxD4PtP+AKguqXx1r29hXn/9TV584TmG7LgjrzVSoMLl0ksuZvXqNcyYORNpWYw+8URWr15NZWUlX3zxJT/Ons3jjz3Cn268CdMMcO89dzFhwgSmTZ++1eNbtGgRoVCIiy66kA8//Ii9996Lc885u8nfqa6u5oUXXuQvt/2ZjRs2Ul1dzZ133sGkSZOZMmXKVo9lU/j0iaXRaLYUuR08hb5e4cdbnuC6vWPcNSpOr1KfhCElp+GzPZnh9fAa4/M2+GSunkntXi5Z/JsI407zQ7WDxsP/fCOIPUTTKqWqeF/x4aK0EF999ZWd97TDDrzxxptN/mxNTS2XXf47PvnkIz7++EN69+7N6WecmfQg/frX57BxYyVjx77Dm2+8xuIlS7jwoou3aXyzZv3IjTfezBWXX8ZXX37OKaeczF9u/+smf+/Gm27mo48/5qmnnmTs2HdYs2YN55533jaNZVNoT5VGs53j2kAqPjY3ByktotIkJBK8v9DM93CaEXvhepoV9Cmzr/jHuPNn+F8Kpxql82plDSyp8ong93gXL9jZzpNQO+co9x705rj4cZdWOkXr/j3DRM0Zqjjm/CClZPjOIzbrZ597/nmee/75Rt9fvnw5vz77nEbfv+fev3HPvX9Lu3b55Vdm/dzoMb9Ie/3Y44/z2OPppdlfe+31JscaiUS49trrufba65v8uebEJ3dxjUaztbiPnsHGck4c6MNGTjLlg1PZtGuMHcxVye99I6pkSlTdON4++1tY6YfJiVxf/IVHCO/Y0QefuEZyqurighdn24c0cdVj5XKE2Sp/nqH6+DVKokWVRqNJEvDlHUESFLZYbBf2gZHnksPW80+xg1RO1dwKH/XLacRA714CHf1SmdIzN1/0qXLJoTJ8U3a8CQWl7hKqvigaFfGlCaXRaLYAn1exQkrmWL0BuNIXvY5chOd/bXzTQNaTUzVhucHQ/4Q56R3/NBkTOZpRH+SXXkcer0dmGWglSS5S9s3x+q8C9PtXmEemKR5WnMNTVeBM6Te7JCgKKLiQyrvaNCqiRZVGs52zti718PGrqBqb2BeAaMJHE/RxBTnpyan6xeAEZw5N0MkvnhxIrt3PVT787HlFVR6H0exkfN5KQ5KJZ0b46oyI+uIxx73kPU/+qamkpeiXD5RGJZT8qGg0muZjToXBuISdpGr4xdORhkTm8Az4BX/2y0mJqvOHJ7hp3ziD2vtgb2Z4PTZEBJ/9bO9Nv6yd8BizyouNNNIXyBTQu9T+pzw5PFXfr1Fc8Ks4Zo3yaFGl0WhIOLcC/+TkeJCSI0y72Z+SYSybwLtkM9f55JYuUzlV/ZzKcVfv5aPQTc+i+SYvx8VI7cHqqB8mlbuqiPfl8ao3ys1x2pTwTEnN50LrDdpy7ldmQBfUVhl3/axtSAb1yRNYo9FsPakbiJoPz00gJbsbCwBoH87zWJqVdK/HlNWCigafLKDzUBNC0LHAvrRbVz8I4vRCFe3CksP72tar6l5iKV0rPLUHV9Xa3/95osLGZlJwGLkvAyO6qC6qsk3BAe0Ufy60YljChg0VAAwaOKDV/pua5sddv4qKiq3+Gwrf6TQaTXNwcG+Lw82pQMoI8hcp48A33gBIGg3TrP6c/m6QqoifJueumZ/m5MU2YpU3XL1I7OXyGLNXfBbkis+CqFxDLkkT66P8fSWHqDpzaKq9hvLza2Hq6uqZOHEiJ44+EYAFPy0kEfeRZ93nmIEAgwYO4MTRJzJx4kTq6+u3+m9pUaXRbOe4z8tZVl8+WrI6r2NpEaRPRZXDetkOgB06WKyshaXVPghASGoqny1YRkl1f+XDWYCRsWZ2jzhDQEJVXdVI9T/vK9XXTgiRJXvV35utO+iXX3kVgNGjR7fqf1fTfEycODG5jluLFlUajQZwzB9hgFQ8lCWLlLnw5TIfCA6HpMkgBFftHmefHpJz/hdkaXU+R9VcpApV+JIcaTrT1ii+Nz15cC49SmDGOREa4tDr8YI8Dax5EBl7MU10tPJYmp1czX893yuph1v51iGl5KWXX+Htd8bSsWNHDL/eu3yIJSUVFRXb5KFy0aJKo9nOSbv3C6HoE7QJPCLx2VmK95Px4ixcT7GefXo4idJ+eY57DHRLqnpSnovc+TmLKgUzVC8yksO7eMFwOwSqwA+WRoaR7C3koLz9nGMC7qWHppqKhoXnZ8z19fUsX748L/9tTf5R/C6u0Wi2FffRM9xYnDSCfIVHVPlNLwLsbP6c/N4/4iMlqi77NAhANNHEj6uCSHdR+Wa5AO+auYwoV/8TJzIKwrhsiAj+Ntk+pFH+MGMTniolUV7palREiyqNRpOkKJjvEbQEKcOuOKi+kZeFx3ZQ3rhz8Xg9pq+1J1UVzd9wmp/0vmn920n1mxvnCP9L71Ol6PwayakCSEj7mvKHGTlElcs2VJfOM6ovikZFtKjSaLZz1E9Ibhop4TtrMAD3HeInT5zw/K+Nf9YvVf1v4UbBHs+FOPRVH9XDz3GK/ssdFXfFecrgu3hFlfJbM8cEHp1mMuypMLd9rXp8Y+Phf5fvnqBvmYJ5ttpTpckDWlRpNNs56+pSDx/DP1Z5Cil4OXEIAFEFbYNGEduBqBKCEwdaHNnPUt8oh6zwvyVVqVmZyj+Ns8vge70c6s4vvWKjS6cCyUenRHn9xCg1McV3p5G9OO8vTOWfFiqoGRVfEY2iKHub02g0zcO0tQYvxA8DfBQ+loZFQtq3On/OL4VpKBurk45MiarLd49z54FxBrX3jyIWzqN3TZ3gxdmmc011sis2enejsp+9Rpr/Bg0Y3FEyuIMfPnPZi/PNSoPVtfb3aq6dkoPWKI4WVRqNBtcPYPrH1ZFEyAQHmjMBCJt+MIAy8CzZV34pGZ+0zw3ah+0XN+3rh9DN7AoVboic8h+9HDlVMSv7bWXJXB/ndcCA0xQP3cwsF+/i9hZTUlSpOGaN8vjkCazRaLaFRDJx3n9PIhOLX5jjASjxUyGOjAayE5YLfzT+BbyhZO6a7eqDSnJJnEVrF5Yc0NNWHkoarmlke6oijg6+/qsAUUv1CTY+/oN7qy2qchWq6Fdm0aPE/l7N0E3V95tGRRSMlNVoNM3JkX0TnBv4CICVtSbgnzArAOEpqe5Dzcj31g6c/0GQ9dvet7ANkTLQfbUbM0LJhnWU9Gtnz9WPnqrLPg1y5bh0j5VyNFL9z/tKeUGc48Z44S6Jpt5u+yg5aI3qKHn+oNFomg/3FHKqNYhn5xXldzAtgPA4OJQ3XNOwJ7NSdmZ5jaBLEQxsp7L16sFTUt3ykYMqSYaXEcAQik80R/PfqCWojwviynupyDLSfVU1dRN9qtQUjUoOWqM4WlRpNBrAsYl8ebqXEhpfLPXhLU/AxbvEeeKoGIf19Yeokp5Gsr7odeSS4fUQnvl8s1LtvSndz5nHQBdIll7cwIpLGuiobB+u3J2afVV1M8d933spoeLSqb4mGiVR5i5+5ZVX8PFHH7B40U/M/nEWzz7zNIMGDkz7mXA4zN1338m8ubNZvHghTz31JF26dMnTiDUatZAIX4oqb/jfvZN9FPHsrFUvsZ7jB/olL8fBU/0vrSy3X+aX8TmbWyH4cpnZyA8rQg5P1fk7JygMQMhUWHg0Uv3PKzTUzDny0ISn6m+TTb5freIEVd1wGpVR5pOy33778uR/nuKoo4/llFNPJRgM8Nprr1BUlApXuv0vt3HUkUdywQUXMfrEMXTr2o2nn/5PHket0bR93EfPHsZ8rt2tJq9jaRGULzvWNHsY8wg59riyhmsWqUIVV41LVRfxzfwywv/8sUOd5r8eY3b/HqkDDeUFccb4V9UKfj/OPqRRfl/m8lTlYRjNig8PCDVtH2WObU877Yy015ddfiVz5/zIiBG78PXX31BaWspZZ53JxZdcylfj7Upfl19xJd98PYE99tiDKVOm5GPYGo1SuOWr/UVqTgFljpE2h2yjQXnjzsXj9fh6RWrRTAGx/IyoWUgJjvTGzX3LJB0LJBUNCi9gDk+V165V38bNnoDSJce95PBUufjxiaDRtBTKmhhlZaUAbNiwEYBdR4wgFArxxRdfJn9mwYIFLF26lL323LPRvxMKhSgpKUn7p9FsT6QlXOdvGC1GXBp8ltgVgP+eFM3vYFoAb16Ob0SVJ6eqNgYHvBRivxdDRBSvXJ38sGUojMIAXLWH6n24snOqvCgrPBpZM4CxC0z2fC6U5k1VCWm5a9Z4TtXVeyXYvauKuZqqbjiNyihpQwkh+Ovtt/PNt98yZ84cAMrLy4lEIlRVVaX97Nq16ygvbzyv6qorr2Dxop+S/36YOb1Fx67RtDXW16cePoaSd4SmiSP4T+IY+3s/HbuKdG8HKGy4ZpHKqTphoMWeXS0qI8LO+/MDzjQWVho0OFpK+Y9eLk+V5211qxu6n7P0vdetSPL2mCgPHhZjTZ2q+9IWSyKHEP5gUeqakkVG1HeNahREyfv4PXffxZAhO3LRRRdv89+67/4H6Nd/YPLf8J1HNMMINRp1+Galwb2xXwJ+Mso9SInlGER+nJ/XU6V8wryLTOVUXT8yzn2HxhnQTkHDrlHshVpeI3h4mp0Qp74NmN2nyjsn5T97GeMPByS7lkt27qLwvkx+zLJvHOOWmkxZ7d/7pkbTEij3CL7rrjs48sgjGHPSyaxcuTJ5fc2aNYTDYcrKytJ+vkuXzqxZs7bRvxeNRqmpqUn7p9Fsb1jOrcA3RrkHQ1rsIeYBEPTT/HJY4e8v9MkEk46qlH/gmr3jFAUUNmCBpNfD4xKWfsnL8VRsdPFOKZJQdIKNVP9zr5YE4dydFA3dzLFmXhJO1J+aYcVKDlqjOEo9ge+66w6OO/ZYTvrFyfz8889p702bPp1oNMqoUQcmrw0aOJDevXsz+bvvWnuoGo1SJJwHkKH+cXkWBSLCH4Kv298rb5Rn43qqPl1iMGu9Urf0Jkh5PdwteWAvi2I1U1dSZHy+ykKS3crtuappuHpJeRcz+b9xAVbWKj7BJob/ix1UTfZrPA+uZ4lkp84K700fPss0bR9lqv/dc/ddnHzyL/j12edQU1OTzJOqqqqmoaGB6upqXnjhRf5y25/ZuGEj1dXV3HnnHUyaNFlX/tNomuCY/gluCL4EwMq6AGrXV8tGeEqq+0VyePlO7sjvPgmyqjbfI2lOcp+gK2ncNcHuXa1kw2blvcQ5vB6//SRI2IRaP9xSMvaiLyobyuyQTZff7xFPHmIo6UVVdlE0KqOMqDr//PMAGPvO22nXL7v8Cl5++RUAbrzpZixp8dRTTxIKhRk3bhzXXHttaw9Vo1EKt8fRN9ZQ7vwhAfzc5M+rhrf5r7+es/ZkfpZdia0RDGgn2bGjxdwK1a1z0ooepBc7yMdgmpFMw9zzvfqrlm2g18QENaoLquSaNb52SooOyFlchByXlJ2fRtPKKCOqOnfpusmfiUQiXHvt9Vx77fWtMCKNxl9IKfBnHHrKU/XFUvVN1yQeq+fMIQku3z3Bw1NNbpnohzm6QlikbUnlvTkZeA3Xr5YrPrlGDPQJZ0ToWiQ54a0Qs5UU/JshqlScFtBU+J/I/inFEBnf+y/0W9P2UEZUaTSaliHNVPCXKwdIL4X8h89VT8rJpjvrkyFkyntyXBqpSmYKiR+F/4y1gjfnm/kexjZiL5q3PPd5O8XZsaN9XfnG2xnbLuGx0ZX15DRRqMK98tdvAryzQMG9mRmfKbWo0rQ8qt/mNBrNNuI+evY1f+SuPVbndSwtgddc8ONj9UBzBsM6KZxQnpOUsXftF6mzP/Xnl9vb4Qt7L4eBfkS/lI9DWeHRSPPfxVUGv/yvfUij7r5svLiIO11Vt6bfDws1bRMtqjQaTZLuhYqWBt5MVDUQcpLDUFDWcG0MIRi31GRjg/1S+fk1UuygvEjSPqz47pTZBnpaAJbqa5dDeFjOlJUVVc6aiSa6visr+NM8VdrU1bQOeqdpNNs53mePssZBE0QI8FZifwBmnBPJ82iaH18VckiSnsdyytgQR7wWYlm1byaYRvcSuPcgtSs6yEYqNrr4TRADfLfKYNTLIc77QNGw4qRganxxbto3zmF9VC0Z76C+otcoghZVGs12TkVD6ns7Z8VfRAjxcHw04APDLgfC439TN2G+EYTg6H4JBrSXLKkSNKjaQLYRftooWF1nf6++IM5RntsXBza5C1X0LrV48bgoN4yMs6hSzQ+edEtQ5PBUfbQ4da13qYrPBe2p0rQ+eqdpNNs5ny81+b/oJYDKhk8TCLCcW52fRJVbgMMrqnxzQ0+msRj89cA4/zoyRr92Khp2GWScmC+qNPjbJDtnTPnPXo7qf34oOy4aKaleFIT9ekr26qZmbTwgZ8imy/uLTN5ZYN9RlNybaZ81FSegURHfPIM1Gs3Wk/Ch6HAxSTBMLLG/99MdL0dIy2vzFKzSlZNUcQBXNF6+W5zyItWFVfaauVXk1P/sZXuqvFNSvgFwI+vTqRB+s4uiuahNNP+FVM6Y8vdNHf6naSVU/6hoNJpmQOKeSPrv4VNmRHgo9CDgB8M1G3dK7y00mLjCL7d0j6hyvj1hoEWPYtVFVTqlIckQv1VuzHEPufTjIDPWKbo3N6P572928V/OUdciyQDHO6zkymWWVNdoWgHdp0qj2c45fkCCB0IPAbA6EgRUP1JOx5+FHFJMtnbk6i8C/Fzlo8mJrG+AnKkfapFh3O3Xw0oa5P4R/KmJXPZpkIKApKJB5cnlLqme3vxXcbGfw1N14z4xRpTb81LfU6X6BDSqoHeaRrOdU+QUrvoysTO/mzIgv4NpAfx7YGlPZr7sxQeLTKIJGNpR4fyOXAgjXRTnbSAtgy9LjnsmsrZesLTaoDam/OQ8uVXZqCuIcwvGzEvqzs+mqbXTaJoTvz2jNBrNViIRfrDscpCa05fLfHTL86zVcQMSvDUmxh/2VDS3IwtvTlUK5U/M0xBpH7dxPys+OU9xES8vHBtl5jkNHNhL8RC5zPA/P1Q2bGTNPG8577fOcJoXXf1P0/ro8D+NZjvHffTYosp/Dx9vdbwz3g3lcSQtQ1cq2LeH7aFS0/jJRe4TdNVPzBtrSDpppeDxGao/jrPX7Jyd4hzV396bharWUHHnk7H3LE/En7KiKrlmOUSV89bNEwI8Ms0ne1OjaWH8Z0FpNJotQji9qQ42p/PI7gvyPJrmxz9CIzdHmFMYPcg2XJUXHS6enKobxqcaqxrK91FLj0X1y3JBqsS/9wPn7kvwg5cxfbXmVBjs/5J9SKOuqHLIFf7nfJWqfuT8G/etacMof5vTaDTNx6CShk3/kKJYqhoHjSGy+1Spb7i6pE7Q31toMmud/Vp549WLxztQHITioE82aCPebmWXTuT2mgIkHM2o7GFGsrBh4zcOX+xKLao0rYRvHsEajWbr8EODzqaol2Geih+FIWDhhQ0EVK/UlYEvm/+6OMbQVeOCjH4ryPS1Ppqhp1z8Tp0lLx8fze94tpUcFRv9kQ/nziJ7AsuqBUe9HuKUsaqGFW+6UMXtB8Q5eQfF8+F8GNauaZvonabRbOdsjKQeqKby4VXZ1FLA3+OnAlAW9pNwFJ7/tVG+5LhL8gRdcHDvBF2LJDPWGVRGFF+8jJCknzYK5lXY19Tfl9kGuq/aGWSMv387i6ePiXH+8LiyYl80kVP16ZJUEtyQTipWFRWNfK/RtBxq3gk0Gk2z8b9FJmdE/wT4U1QBWJ5bnfLGXQb+9FS5glHw0GExnj8uRt8yn+1NYTCnwuDPX9tFANTfl9kGuhB+2pvpC1QWgsP7WhzQU0XBkUEOT9Vr80wenWYLKyUFf1p5RvV3n0YN9E7TaDQkpH0r8GPoeQCL/mJV8rWSBkIucizWcz+qWmItk5SB7s7yguEJ+papbsBmJ8+7uX7K70uPdzHzEkC1qj3FG6n+577sWQq/3VXRVgabyKlK+GVvak+VppXQokqj2e4RJJxbgfoPz2w6GTW8F74h+dpvwtH1VL05z+DdhT4RVV4D3fn+1zsl2KmTf7xVQhgUB2XSA6e+p8ohxwfsvA+CfLJE1b0pMr5mc9M+ioqqJnKqOhZIuhX7Y2/q5r+a1kL15gMajWYbOWFggqfCfwZgQywIKJ4wn0Hm89Q3wtGZ2GRrR279Jsz89ap7cbw00qdK8WNAkZFTdVgfi7tGxd2XipMd/ve7T4MUBmBFjfKTy1og70tl92UTzX/vGRVjzA72PUVJUaVLqmvygBZVGs12TvuwfRr5cWIPfv1tO2BifgfUzIiMosC+EVUOP8gBzJ4TZmBJA0M6WsypUNXCy0FGLydfrZ0w0g1z1eeWjJJLTWRptQ/2YhMl1V1s0SFRL8ysibn5am/6YB9qlEDvNI1mu8d+Ykrw6cMnZRF8s0Ik8wTUJzWv/bon+OiUKP84WNXElQw85bl9JaoyTs+90/nsZ9U/e7kryd11YIxvz4owZpDiZblp3FMFinpzXHLc9/1VuVH1CWhUQXuqNJrtnLTnjQ8fPu6UIpbB8W+p2k+mcbqwgV3LbYNVeeMnSW4DXf35eUVVqgjHV8sM/vx1MC8jaj6yvR6/Ghrnwl3svdkurPppRtObzxQqNhjftBfulgkBHp+hYj6cLqmuaX1UPxrTaDTbiPs8PdKcwnO7TsvrWFoG1xPnswers3CjzYn8YbcGwAeeHAfhMfZunZgSG+qLKg8Z4X/Kk6P635lDU94pZdfOmY/IKMv9/WqDfv8KJ18rOb8mqv+5b9XFIW6pODkPvozA0LRF9E7TaDRJdm+3Md9DaHYUNwc2SVqfKr9M1mOgvzLX5KPFTnVKQzlXQBOkFssQkoBf5taIUlR3bzY+cK9nSs0DjU17qpRFF6rQ5AEtqjSa7RyRZtzlcSAtRI0M80T8GAqMBLPObaBniU+MV4c0UeW7O7q9Ie+dHOCMd4N8vlTFMCQPGQ1J3Vf795R8e5bqVTezQzbTpuuHe0uGx6MhASe9E2TM20EiKqeM5fJUOet170FxztlJ1ZLxDlpUaVoJ3z2CNRrNluFtymngL8EBUEkxt8d/TXUiSNdiCPrMI+CrQg5JUgb6fj0sSkOSCcsNf5TmTiJYsFEwaaU9J0Movi830fxX2b3ZiMdjUHuLJ46McWx/i/HLTRJSxQk23oPri6Up83Cf7oq3a9Dhf5pWQu80jWY7540FIUZF/gmAqbphlxPbYLCcr8oad1m4osqH4X/u3ITg6WOivDk6Rs9SH+xNr+AwDKavNbjuSztnTP196U7Az56q1CQ6FsCJgywO66Ow4EieXWSbgk/PCvCnr+xaZkruTR3+p8kDWlRpNNs9Iik4fGH4ZGCKBN1ZTzvTDq/y8/P1SSWrdOXA4/Vwvz1jSIIdOypswGbhin0b9T972fk53ilVqxrdmHbDyBaMA9pLzh8epzCgouhv3FMFJNtPqL43RSPz02iaGy2qNBoNlrRvBcqHIOWgp7GBrwsuT742fXbXc82FF2abPDXLL10yUga6O78rdk9wUC/VRVV6TlVhQNK50P7MqW64JslxanHmu0Ge+9EHe7ORE5l7DopTqnK3hhyeqpKgpMyZk/J7088naZo2hQ/uchqNZlsYMyjGHeGbAaiN+++WkPk49Y2mcgyFydZg7p5Wxg8r6vM8oJYgfbWUDENqFMHxAywePcJOalTfcHW+eAzYyz4NUhyEnzaqO7k0L0cjXjhQdP2SY86+Kz56RIxj+tuHGCoeRKWvm4IT0CiJ/ywojUazRXQukJSLjbybGMlF3/YA/pfvITUz6daOigZCU3wnh/DtrFL6Gg3s0MFi/gYfTNAb/udZPuXXTqQbemlzU9EoTyO7+t88P+xFL97KhhlvKSmqmiip7osiIy7aU6VpJXx2x9NoNFtM8oEj8GVXJ8+UZqwVapc+boTB7ROMPyPK6yeomriSSXb4n+eqwqR7Pbzz+exn1R/HuQ30K3aP89kvI5yralnuRgoeZNrpahb5yRbCuVBSMArtqdK0PlvlqerZsye9e/eisLCQ9evXM2fOXKJRvzzMNZrtC/fRI8GXDx93flWJMIe+qqJ10Bj2XDpRyeD2tsGqpPGTk9wGuvKeKi+euX28xODij1VOyiFnKNlpOya4eV97b3YrVlF0AJsZRqa0N6cJT9VtXwf4z0zFC+BoT5WmldhsUdW7d2/OO/ccTjppDD169EiLm45Go3zzzbc8+9xz/Pe/7yKlqjdPjWb7w/0on2B+w8vDyzltpiRu6YdQW8e9B59ujuPq/dcBPmr+K1Lf/PXbAHePsg1zpQ3XTISBUNK7sQk8tsHFI+K5LquFV1N5Ghh8s1LQ+/EwCy6MEDYVPdBIBik03vx3XT3UxFScnBfVx69Rhc16BN9xx1/54vPP6NO3D3fceRf7738gAwYMonuPXgzbaWfOOOMsvv32W6679hq+/OJzdtt11xYetkajaQkOar/GX4YrGZ44H5LWpyqP42gRhMGTM1Mn5WqGWHlorHeO4tOyaTw/B3wiiD1zs6SgPi6oc5qnKymqNrFmaqP7VGlan83yVNXV1bHHnnuzYcOGrPfWrVvHV+PH89X48dz7t79z6KGH0KNnD6ZOm9bcY9VoNC1Adm5AfsbRUlRTyIvxQzkz8BmTfiX4zYdBpq31j/zwiir/hMelG3svzDYZv9xg7gb/bE4hjKTZd0Q/iyW/aaDvvwryOqZtwlNcJBdqig7YVPjfxR8HMQWsrFVwgsmPWQ5PlfP1rgPjtAvBo9MVq2umc6o0eWCzdtrtt/81p6DKxWefjeO9997fpkFpNJrWoz4uqJJFydfqGj+5WSfbcUP8QuZHOzGgnaRQMdugURyjwVdVulw85bl372oRNODDxQZzKxQ3jjIMvYWVBh8vtucUVjxtJVfRA39VNyRtQoM7WDx0WJR9ult8vMSkVskQucY9VeOXGzTEoSgIxw5QvLqP9lRpWonNfkJ98vGHnHvO2ZSUlLTkeJqF888/j++nTGbZ0iV8+MH/2G233fI9JI2mzfLsnAL2iDyWfO03UeXaDZZzuzMNX8Ra4U4sLfzPN2uXMtDfHB3lg1OidC3yy7o5CMG3Kw2u+CwIQEB1vZjDQPduR2X3ZiMhm12LJacPsTi6v+oNqcnpyXl4WoCLP7b3prJr55DLE6fRtASbvdN+mPUjt9xyM7N+mMkjDz/E/vvt15Lj2mrGjBnNX277sx2KeNgRzJo1i9defZnOnTvne2gaTRtFkPDcClR/gGZiYNGOGkqNiP3aZ/Pz8th05d0dDtkl1UcPshjeWXUDNjskKZGmFRUWjjmq/3k/arWx1hxMc5I7jMy9OqyT5PQhcToWqLh2TedUWc6UlLxnNpa/qNG0IJstqq666vcM22lnrr3uOnr27MGbb77OpEnfcNVVV9KtW7eWHOMWcekll/Dc88/z0ksvM2/ePP7wx6upr6/nzDPPyPfQNJq2iQDLYzj4IkzHwwBjDdMLfkOPQBWgqIHQBG4Fuf/MNLl7UjDPo2luUqLqlv3i/HJHxcOQvAiDoCEpDnpy4nywN0UOA/akd4Lc5Yu9mXuBHjosTt8yBUVVE9X/goZMek/V35fKT0CjCFvkE62vr+fll19h9JhfMHKffXnrrbc55+xfM/X773jpxec57rhjW2qcm0UwGGTEiF344ouvkteklHzx5ZfsteeeeRyZRtN2OWlAlFdDtwEQs4T/REfGA1V9A8HBMV6/s3bkoTmd+Hypj0JcGjH2lN+bGafnpw9JMPXsVI9HteeX7fW48rMgo98KMkPlwjCNNf/N+DEV1y4ZFpdDCL9wXIynjrbdi8rfM7WnStNKbPWdbvHiJdx5513stvue/ObiS9hjjz34z5NPNOfYtphOHTsSCARYu3Zt2vW1a9ZSXl6e83dCoRAlJSVp/zSa7YkexRZ7G3N5I3EAfb8/m7X1/noAZfYCUtH4aYrx1s7c/kN3Zq0X9G+neniciyf8z7Nevlo7kSn3FTdec1T/m7bWYMIKk8qIyhPz0EgRDlB97Rqv/gc+0CQ6p0rTSmxTHaz999uPM848neOPP55EPM5zzz3fXONqNa668gquuebqfA9Do2kDCN8/fH7aKGiIb/rnlMBj6XQssJhyiu3x6PywwmW5k2TnVIHihmsmGZ+1z5caKmdU4VFVaVdPHZzgnJ3ifLTE5IHv1S69KUSqLIwfPFVJNqGa1Pzc6ZwqTeuzxXe47t27c8YZp3P66afRr29fvvnmG6655lrGjv0vDQ0NLTHGzWZ9RQXxeJwuXbqkXe9S3oU1a9bk/J377n+ARx5NVT4rKSnhh5nTW3ScGk1bIv1547+HjzujdYliRr7go5wchzJq6F6cUooCiVR9HRvpeaS04QoZ80l54d5baHDO/0J5GVLz4UzGSInFUwYnuGnfGD1K4KdKRSXjZhY8ULkxdc4+Vc5Ub/8mwIuzFSyAo/tUafLAZu+00aNP5JVXXuL7KZM579xzeOedsYzcZ19OHH0Sr776Wt4FFUAsFmP69BmMGnVg8poQglEHHsjk777L+TvRaJSampq0fxrN9oT76DnZ/Ir/DPyUct+Vrra/KC80srDnc1HgfT48ZF7yqn8aAAMY3Ds5kPQuqnlinsLrdxNGqvmv9NVHLrUB/2+POD1K3KuqTjK3cT5+ucGOT4ZZ6ZgMhnKfu6bFontlaZVgTZ3qHzzFx69Rhs32VD36yMN8/PEnnHPOeXz8ySfINvoUePSxx3jowQeYNm0a338/lUsu/g1FRUW89NLL+R6aRtM28Txvjm6/hJuDIdb4SID4Zya5ERnGqnK2XU5S4X/3OyFjN+0bV99TlYavJtOod9HFF2LfM7eYJVjfAOsbBN1LpNqC3/eeHJUXR6MSmy2qdhmxG+vWrWvJsTQLb7/9Dp06deK6a6+hvLycH36YxS9POyOreIVGo7HJTJf3l+EKVbKYNxMH8AtzPF+cJrjt6wCf/qxgOEsmIrv5LzjGq+r1KpKayv7m4yUGq+sC/LTRR8afx1N1/ECLny5sYO/nw6xvUPUDmKP5rx+KjGSEbGZy29cBSkPw43rF9qbrwbes3J4q59It+8XoXSa5b4pi+XC6T5UmD2z2p8QrqLp17crIfUbSuXNnjAyf97//nd8KgABPPvkfnnzyP/kehkajBFELamQBJcIO4fXFibKHlbIjv49eQrmxmgM6z6d9ON8jal58lTCfJGWgD+tkK8TX55nELcUnJwTSSiAMExAsrBS8Oc/gF4Mt2oVV/+zlEFWed5X25Lh4PDpDOlpcsHOCn6sED05VTHAAHlVFLv/2tysFO7SHHiVw9rC4eqLKQ66cMY2mJdjiT8npp5/G3/92L7FYjIqKirRYcCllmxBVGo1m83n8xxKeH/EPJocvpYuo9En4mAcBSIuEMzN/iA5oLKTFP/MDMPj01ChBE4Y/FWZVXb7Hs60Ix4g1QRh8sczki2UmJw5qIGAovnYi6xufOAtyT6JPqeS84QmmrlZdVCVyhv/dPSnIh4tMPvllVNF96YvNp1GMLb4TXH/dtfzt7//gvvvub7N5VRqNZsuxnIeQ2qfl2QgkIStCIGB7PNQ0EBrHG/73rxkmcdVD//CEpHr6VB3RL8GMtQbTlW4kiyOqSDP0EtJ+GPthb4pGKjZEVG1lsImGTbt1lYwelGDSSoOVtQouoCUbFR2Wc2tR3suoPVWaVmKLd1phYSFvvfWWFlQajW+wn5iuJ0f5B2gGQ43lzCu5iP1D8wEwFC59nEYyp8rm0WkmN3wVpD7ugwVMFj1I5R3985A4l++uqmXuIkCClJYzN5lWilvlstypRTOyrhz3Zojffapqyfjc1f+8OuTJo2Ls3lWx04xk6UmrUdGRcLaj8mJfe6o0rcQWi6oXXniRE088sSXGotFo8sBJA+p5JngXPUQF4IMHaAZZhRx8Nr/vrUE8ubg736z002lsdn4O+GXtpGPICs7fOcHq30YIO3VTlP7s5aj+9/txAU5/N8jcCpUn5qHJPlWtOI5mwZNTlWNeb4+O8sXpdkNxJfflJgqMaDQtwRaH//3l9r/y4ovPc9ihh/Dj7DnEY7G092+6+ZZmG5xGo2l5+pfGOcicwRuJA/jD3BHUrPFXXmSmvaCkgdAEH1l7MXb2FNqvrKBrkWRtPVjSJ5MUhj8qyGUiJcLjhXNRzzD3ki2EJ6zwT5VN+9tsL5yLcmvnaiqZyFnIwTQ8HlTVz2u0p0rTSmyxqLrqqis59JBDWLBgAcMgq1CFRqNRDfuBE5FBYgTw86neyhr8ER4HWSex08+xPR47Px1mZW3eRtU8eLweXiGlnOGaibDD/9yQK+8STlopiCRUnmBu7+JBvRL8brcE09YI7vg2mIdxNSe5i3CAioLfGXATOVUuqmsqnVOlaS22WFT99tJLuOLKq3j55VdaYjwajaa1Sava5cOHjzO/FVYHdnmmPr9jaVbsiRVTT0lBPBlCpvypMpAy0NMno7yositV2MJKpDrEvTnP4Dcfq5pz5JBcm9SanTAwwfnDExzYK3fZbhVI6+PXhPhQT1Q5NJFTBXDntwHenq/g2jlrJRsJb9RoWoIt/qREolEmTZrUEmPRaDR5wH3cnBn4jId7vs+OHRVLuN4EyXzsvI6i5bgy8CY/HDIh+VrtYgcuThEOYXDfFJOVNfZVZQ3XNGSWIeuHFUviWaRb94s7gsona+cxzj9farDrs2FmrHWrpqq2ik3nVLlX5lQIfqpUUFRtYn4aTUuwxZ+Uf/3r31x44YUtMRaNRpNnxrSbS3mRasZB06QKVfjzwZpZiMMXxquLMLj9myB//toOG/PF3CR23LwQPtuRAmk17pFS1ssohO3tgDQhXB8XLKsWrKyxJ6bc3kyeNuXuU+UbLOnv+WnaFFsc/rf7brtx4IEHcOQRRzB37lxiGYUqzj3v/GYbnEajaXlExime3x4/VbKY/zXswjEFM3j/F4InZwZ4Y74/EuilZfmzuqEAaSWSJ8xTVwuu+SLA8hrFJ+d+1qRMy6k6ebDFfj0a+OV/Q8yuUPQTKADSvQLevaluKwMBlmXH1ebwePxrhsm7Cw0mKVd905NTFcjhqXIuXb1XnOGdLe6epGo+nIXfji80bZctFlWVVZW8+957LTEWjUaTByR2tTjX6PFHTk6KxXTj4srz+If5Gqd0n8j7i1Q17nIh06sF4ZdIF8eQFYL+7Sws4OlZpk+qGspknseSKsEHiwyO7m/RvQRCSmv91Jolr/ihcmNaw+bUzXFYJ4vTdkywuErw1A9bbEq1HRrJqZq62qAkaDG8s2Rox4S6okp7qjStyBbfCa644qoWGIZGo8kXf5/RjseGPMbY4PXsYi7xh6cjDQHSwnJ8cMoad5kIp+iBHz1VCJAJhAGTf2X3ytnhiTAbInke1rbirpkT/ve/RSb/W2Ty/a8b6FOm+t60P2cizVOVQt25CY+oSk1iYHvJ73ZL8PUKRUWVp5BDZrQCwI0TgnQulMw5P6LmQVtyTjqnStN6qPhR0Wg0zYr9wElIRXMDNoWwDQffiSoACcLjqXr+R5PKiA8m6HgHvP1z9utpsWsX1YuopJdUd/HNZ08maMysULrjiiuqcoSR7dRJcnjfBH1KFd2bTeRUWZ41ywwzVgZdqELTimyWqHrllZfYY489NvlzJcXFXH75ZZx//nnbPDCNRtO6+FJ0ALsaP7G42zWcHvwS8IsnJ1XqWWAbc//4zuSqcUFW1vpkgjK96MEzx8S4a1Ss8Z9XBttT5c3zcAWH0nvTDZMzsj1Vh70a4vi3wnkZVrOQw1PlflcWhpePj3FMf9VEVSqnKpenCiDh0VFKeqtgs/pwaTTNxWb5rMeO/S9PP/UkVVVVfPjhR0ybPp1Vq1YRaYjQrn17dtxxMCNH7s3hhx/OJx9/wi23/rmlx63RaJqJMf1r+UXwn+xhLgT8J6oMZFqZcX+UHHeRTI/35+X1vZmxdlW+B9OM2EU4jAxDTmnR4UVaYBhcMiLOzfvGk7lUKn/2hDCQUuIVwn/8IkhhABZXKT2xpOr1ek7Vb/7r0EhO1Vujo8ly+GB/9uKtOa5txtOnSheq0LQSmyWqXnjhRV577XVGn3gCY8aM4eyzf01ZWRkAUkrmzp3HuHHjOOKIo5g/f36LDlij0TQvQ9rFOcaczOsNI7ll1QGsX/xQvofUzGRUN/TL81XYoWRvx0fy6rw1BH7+gNKQpC6WCidTFsfrYWSoKuXXTrjhfxIQBIz04hSqC/7MRqsfL1G68oaDW2WTnJ4qF+U8OcmS6rnD44qDardqSHrfnAMMjaY12Ozsymg0ymuvv8Frr78BQGlpKYWFBVRUbCAeV+v8QqPReHCePdWygCpZTNxS7Om5CYTHUN3YAJGEn+YncROxvzg9yoB2kqNfD/HdatXnaFeSExmWqvq2kUC6zX8NA+GJGPthnaAurvi65Qi1GtbJ4tq94yyrFvxpvIIV5Bqp/pe5UqqJjrTmuJuRCaKsl3gz56fRNAdbXbKmurqa6urq5hyLRqPJA8lnpfRn7Lmbu7LI6spe/6lxkun9gD2vkBUlYFoE/FYSX1oIke7pUNawcxGQKoOfmsxLsw0u/yyUr1E1Hxlej6P7JTi8r8VxAyxmr1d18XJX/8tEVVElrUTOwbtX7plk8uFikzpVz859+lzTtE388vjVaDRbifu4OafwK+7q9C57dlUt4XrzkAh/PVwdA/3Gwlf5af+x9LEjsn1yU7dLqidEgMenm8xaZ6+b8qLKrf5Heh6LVD7nI7fX4++HxDh3uH2IoZ7o8JCj+t8nPxvs92KIz36256vs3szIg3Nxb5XfrzGYvtZQr0ecN/zPT/d9TZvGH89fjUazzRhCclbpFAZ18JeoSisF7KsmkLaBnlnq2DTUzssBbNvVkiREkD+ND3Ldl3bYmNKGeRK3+a+RsvvyO6BtZxP5OaCw6ICc4X/VUcG8DQaLKxUth+9dsyY8VUqXwoes3mkaTUviJwtDo9FsBZkPHKWNnywEVRTzeV1/BhireOP4Ws4brmocSy5klqhSzrjLiUDKRNJAX1wl+PPEAA9OVbzwgbdQhUgVVT9raIJJZ0U4sJeqoakpr4BoJO9I2X3pqf6XSzC+s8Dg2i8DfLJENXOq6Zwqd6q/3TXBFbvHswpXtH3c+aWH2mo0LYmCbcA1Gk1Loqzx0wjzZG9+tfx0ruv/I5f1eoc56xU3zDMQ0o+iCsdAh65FEkvCQ1NN5cPkbBklk2Wsl1YLvlhqcFBviwHtJSUK1nGwyR1q5QtRRW5RNayTxQkDEyyqNHhypoKmlDsXK4HIUQFmxlqDupjFQb3tf6/ONalVsE2cbKK5sUbT3GzVTisrK+NXvzqLG2/8E+3btwdgl112plu3bs05No1G0wrcM6MDOzY8zcf1QwGfeao8IS4JvzU3dr0emeF/fpifACyLQiPBrPMizDovQqGCdmtunOa/QvDmfJOTx4b4dqWiIWQuSadAhqjyzMdQtVy8k7sorXTjfKdOkqv3SnDqYDW9i2kFitKvAHDVuCDHvxUm4kxP2b1pSS2qNK3GFj+mhg0bxhuvv0Z1dRW9e/fmueeeZ+PGjRx33HH06tmT3112eUuMU6PRtBBxDCKEiErbg6PswzMnqRN018vhC9EBOLWe08L/3pxnsKbODxO0K655Z7JbuUVVVDBzneIGkiSr4arlLKHyn70cJdVd1J1beshmJn3KJPv3SLCiVrCoUqW96d4bHdUkjJyVURMWYLo91BRaxORa6UIVmtZji+8Af7ntz7z88svsPXJfIpFI8vonn3zCvvvu06yD02g0rYdrwvqmJDcAgr3EHGYPup+rAm8CKht3uZDJ8L87vw3wm49D6osOwK3+5xWM75wU46Xjo3kcUzOQrEyRbqCrL6o8BizZOVWHvBJiz+fDrT2oZsLtLSYROUTFwPaSd06Kcd5wxTxWXu8iNCo83L2p7GFUE0Jfo2lutthTtdtuu/KHP/4x6/rKlasoLy9vlkFpNJrWY0zfGo4OPsIJ5kzAZ9VrBAREglIzZYwraxxk4oT/zYj1oqSiL3MrVuR7RM2LlV2EQ33byM2pskOSLtstzlW7x2lfYL+r7N5Maqp0r8B1XwYJByRLqoTiTcXdJtsewZgxHfXum25OVXZlQ4C3RkcZ3NGixGmfpqzg1yXVNa3IFouqSCRKaWlp1vWBAwewfv36ZhmURqNpPUZ0jPALczyv1uzKvbXHsWb23/I9pGYkR6lgXz1fJS/UjeTZ5aVEF76IKeyiDqoXdLC1R3Zpf2VFh4uTn+MaegUmSUEFChuuaYUqUsb5Wwt8UBTGW1u8kSIcADlqPbRtvH2cvK8dOhVKuhalXiu3N73hf6rfDzXKsMW3gQ8//JA//uEPBAK2HpNS0rNnT265+Sb+++57zT5AjUbTOlQkClktO1Ab89EDKGMq0YQP+q64CG8lOcHbo2Os/m2EEwep32dMCAMpE9mGq/JbM6Okumc+CzcKJaur2TTeaLVbkeSRw6P8/WBVJ+ddM6+nyicFYhrxVGVOR9mwcF2oQtOKbPFOu+nmWyguLmbO7FkUFBQw9p23mDzpG2pqarjjjjtbYowajaYFSVWBAhWDWJpGJEPI5lq96Pl8T37/ubJ1qzNwjT27n5MrpZQ17jKxrOzGxr6Ym6f5rzO//8w02fuFMP9bpLhnJ0NUHdonwUk7JPjljhajByqWc+RFyk2Gkakn+Jv2VLkv7/gmwAlvhlhapdoEdaEKTeuzxeF/1dXVnHLqLxk5cm+GDRtGSXEx02fM5Msvv2yJ8Wk0mhbGbf57bPGPBINv80HvBOOWKm7cJUk9TCXChw9Xyd/av8FpPackr6hn3DWCtIgS4Pm5YfqXRNm/p1RfVGU2/3Xt2rwOqhloJETuiSNjlDn1KZTdl8IglQeXmsRHi02OeM3gwp3jnDbEUm9vJtfMU/0vx9vfrhR8vVLdwzZppTek1mhakq3u/PHtt5P49ttJzTkWjUaTR/oEK7kg+CVruwYYtzTfo2kmBBneDtUsnyZwDPSUj8pGWeM1E2nRQJirxpfRJ1jJ92dHfaCJUyGbQhhpWkRt7JlImW7Apvepau0xNQ8imQeXXlK8okFQ0SCYt8EALAXn56yZE/4nRO47pfL5mbpQhaYV2WJRddFFF+a8LqUk0hBh0aJFTPz6ayxL/bh+jWZ7IDtvRXkLz4OgShbzbU1XBhZX8uwhMSYtjfPgVD90krVLPWcul6n8+qVXJRNCsDEiuGeSSVTpCnJ4ClWkG+gX7pJgZA+Lf34XYOxPCnqJM4seJHuopVBPdLjYhxcyo/qfy/jlBn+eGGDWesUm6C3vD9meKuftUwcn2KmzxTsLTLV64DXSvkCjaUm22LK45OKL6dS5E0WFhWzcuBGA9u3bU1dfT21tLV06d2bxkiWMGfMLVqzwWYlfjWY7QF3jJwdCMFMO4KS5x3H+LpLbez9FPOqTUBDXQPebp8oTliSwKA2BVQf3TA6gvqfRCf/DAsNgRY1g8irBXt0kO3eWdCpUXBB7ix7IRNpyqb0vs8P/dupkcWgfi4WVQu1DmmT4X/oCza0Q1Mfh1zvZ73+/WrXG4l6hr9K4NSqzxdbFX/96B9OmTmPvkfsweMehDN5xKCP32Zfvp3zPn/50IyN23Z01a9Zw++23tcR4NRpNM3PXD13YteFxXty4C6C68dMI0sJybnf+mZ8b/ufHYg52KFl7alj4qzUs/k1k07+gDNIRH4JnfwxwzBth3p6v+t7MXfTAOx1l96UnD84b2rhbucUt+8U5Y4iqBTiaLlRx7gchDn01zMKN9nVl10/m9jBqNC3BFu+066+/jhtvuonFi5ckry1atJhbbr2VG//0J1auXMmf/3wbI/feu1kHqtFoWoa6hMFGSqmx7Kp4yj48m0JaWChuHOQk1SB3QwN8sMhgWY3qE0yF/3lnsmNHydCOFkqXdXANdGRaYyPLmZKyezPpXWxcVKktGLOr/7nfdiqU7FZu0b+dYikPIvU5s1/nNgcTqu9NHf6naUW22GfdtWs5ATP71wJmgPLyLgCsWrWa4pKSbR+dRqNpBewHTtKw89WhnmAf40ceGPEq5cEGQGXjLgO3UIWTE/GP7wI8Ol3hMKQkqRN0rxduwhlRAMofCSf3qno4BrplgZEq7e8aruruzdwGumvLHvpKiMXKleR28ObB5Wj+u1c3ycenRnl7gcGFH4byMcJtQ26mqDIU+9B58/yEH+6LGhXY4p02YcIE/v73e7nq9//HzJk/ALDzzsO59967GT9+AgDDhg7l5yU/N+9INRpNi3Bi7yoOCTzJ3iULAZUNuxwICBOjPNSQvOSX+QnHQJ8V6Uo7alhStTzfQ2oeku1lrJyZEIZAXVGVzIOzDfQrdo9z4c5xejhnkMp6A4Rb/S89P+dPXwUwDVhYKahRtqm4pww+2Z4qF/XOotzqf7lzqt4aHaVXqaR/O5nrbXXQ4X+aVmSLRdWVV/2eRx5+mE8/+ZhYzO6QHggE+PLLr7jyqt8DUFtby8233NK8I9VoNC3CyC71nBX4lOerduKi6P+xcsrt+R5SM5JtCfhFVNlIHt84ksdjI2hY9Ei+B9O8yOzmv2ALj3gehtNsyFTp8XYhmRRUoPLedD1VroFuVzB89kc/eAgc76JTXMQl00xXzsOfWc8/Q3h4BRWoK/h1nypNa7LFd7w1a9Zyyqm/ZNCgQQwaOBCABQsWsOCnn5I/M37ChOYboUajaRXWxwpYFOhObYOiT8+ciCzDXF3DNQMhbIPIyfW475AYp+6Y4C9fB3hM6TBAbwJ9blGlLullnr2n/6tqoU5VtZiZn+MRH2FTcseBcQzg6i8DxFUri+96F60Mj0emp0qxaaX2YtPNf12U+9x5wv+0qNK0Flv95F2wYAELFixozrE0Su/evfnDH/6PAw84gPLyLqxatZrXX3+df/zzvqS3DGDYsGHcffed7Lbrrqxfv54nnniSBx96uFXGqNGoSqrJo/RfmEQy3Ap+sPpx5JtFxFb/1OSvqIObQG+vmykkYROCqi9h0hZKNBr+py52bzHX0HPn8tBUk1snBpv+1TZMckkcA91tJLt/jwQlITjHKct9w/gAccXqOST7VEkr6YFzrqahrOhorPmv8/ZN4wPM3SCYvkbRG4uV8N9zTdNm2SpR1b17d44++ih69epFKJj+ILjp5uYP+9thh0EYhuAPf/wjixYtZuiQIfzjH3+nqKiIW279MwAlJSW89torfPnFl/zxj9cwbOhQ7r//n1RWVvHsc881+5g0Gr/gPjz3KV7B1aE3mdQ/wfuLFGxAmpOUpZPAII6Z0ZJUYRxN9UC3sRxbMp8CwzWO8jusbSflzWkgyFtLSjBidYweZM9PaVGVUfQgMwJLXXKH/70xOkbAY8+qu3bZ1f/eX2gyp8LgiL4JLt89oe7cGilU4Uqsb1YaTFVSUHm8woaK49eoyBaLqgMPPJDnn3uWJUuWsMMOg5g9Zw59evdGCMGMGTNbYox89tk4PvtsXPL1kiVLGPTIQM4999ykqDr1lJMJBYNcceVVxGIx5s6dy/Cdh3PppRdrUaXRNIH78NyreDX7iHd5tq/pH1HlMVzd1/7BVlUhEhQYqbgx5U7MG0NaVFHCxV/3hIrFjB5k96pSe36eogfCSEUo5XVMzUDSu5ge/pe5VEoKD7cMvmUhPMb5qjrBqjpBzxIJqCiqmu5T5YdbpZSWLlShaVW2eKfddOOfeOSRRxh10MFEIhHOO+8CRuy6GxMnfs3YsWNbYow5KS0rY+PGDcnXe+65J19//U1aOOC4z8axww470K5du0b/TigUoqSkJO2fRrM94cqOhLS/qmccNI4AamQhM6vLKCLCY3v/zHV7xzb5e8qQo/mv+uuXnethSXh4qskD35tElQsfyyTl9XCX6qJdErz3iwhnD1M0qco1Wq30/JysCnlK7k0BuMZ59mHTj+sF9042eW2uYgdRbsVGq+mcqkN6W5w1NE7fMkU/eFpUaVqRLd5pgwfvwCuvvgpAPB6noKCA2to67rr7bi6//LJmH2Au+vfvx0UXXsAzz6Q8UOXl5axduzbt59Y4r8vLyxv9W1ddeQWLF/2U/PfDzOktM2iNpq3iPD3j0r4dmEL5c3MPgslyCEd+N4q746fzi94bObi3osZBJsKtSpa+Xsqvn6ekOkhMwzbGb5kY5Lavg9QqW5qblNfD8VStqhXMWicoDMDI7pLeZYqvXYaBnimilPQyJtcs3TjfqZPFBTvH6VIkuXtSkNfmqSWqUnlwMvMKAIsrDRZsEPxmRJz7D42za7lie9NZN6lzqjStyBbvtNq6OoJBu8Hd6tWr6d+vX/K9jp06bdHfuummG1m3dnWT/wYNGpT2O926deOVV15m7Nj/8tzzz2/p8LO47/4H6Nd/YPLf8J1HbPPf1GhU4o4furFfwwM8vmoIAIaax8m5SYbVJ0iQ29BTF1tUuZ6qmGPPqj+/VFhSD9az8tTZLPlNJL9Dajbc4iK2p+rhaQEOeiXMo9Nsg1xd06/pSnIuSooqIFX9LzWBA3pa3D0qzhlDEnkc1zaQLFTh3jjS12zMOyH2eTHMj+vdw7bWHFxzIXVOlaZV2eKcqinfTWGfkSOZP38+n3zyKbfdditDhw3l+OOOZcp3U7bobz3yyKO89NLLTf7MkiVLkt9369qVd95+k8mTJvP7//tD2s+tWbOGLl26pF0rd16vWbOm0b8fjUaJRqNbNG6Nxk9UxgPE6MzGmF10xlTfKveQqnDlFqhQ0zjIgWOfu6Jq/kbBunrBz9X+mKDM6FPVq1RiCsnyGqFeWW4H4RSqkE6hCpeEM03leh25pHkXQRiGXeUwAyU/e0IgpURggWF6LwNQFITBHSwiCVhSpeACujlVjRTwSThvK7l2oEuqa1qVLRZVN918C8XFxQDcfc+9FBcXM2b0aBYuWshNN21Z5b/169ezfv36zfrZbt268c7bbzJ9+gwuv+JK+6Hk4bvvvuOGG64nEAgQj9tx6QcdfBDz58+nsrJyi8al0WyPJCz7M+UrTQXsb8zkr/t9Safgl4CfDi0dT5VzL3xihumPZqueUs/JQg4SJpwRoTgIuz8bUlg45g4lU95wJTs/xzuVQ14JsbZesKa+9Ue27Thzy1gzd34H9rSYeGaUyasEx7wRzsP4tpaMQhWN3Bhdwa9c4Qo3PFrq8D9N67HFT2Cv56iuro4/Xn1Nsw4oF926dWPsO2+xdOkybr7lVjp3ToUZrllj5029/sab/PHqP3L/ff/kgQcfYujQIfzmoou46aabW3x8Go3KjO5Vyd6B5+nVzvboGso9PZtACIppoF9RyppT13DNgYQ5DR0pC0tW1S7P92iaF5nAzReTgKP5fSD6UyXV/2+POKcNSdC1WPEDjaT6TYkqCdwyIYAQMH+DoCGh6OSSZfAzRJWbi+pqEtWmJ9JFVUadVN4cHaVTgaTQ6ZqjZK6mU7VRiypNa7HFouq7yZM44sij2LBhQ9r1srIyPvv0E/bca+9mG5zLwQcfxIABAxgwYEBWIYnOXboCUF1dzamnnsbdd9/Jp598REVFBX/7+991OXWNZhMc3LWaswLv86/6gRwXuYMVk+4G/JLDkk1ANeOnMZyT2HtX7Y0R6U79kjvyPaJmwuOpyiGqlBbFbtED7JCkLkWSge1Txqq6c8vsU2UAds6Y+ojkBvSWVHdFVExxL2OyDH7GYdqOHSy6FsPPVfZr1eaXFIk6p0rTimzxHa9Pn96YZnaVm3A4TPfu3ZplUJm8/PIrvPzyK5v8uR9//JETThjdImPQaPyK+6xcFw0yS/ajpi6Ef0RV5vmrwnkrWbjV/+yT2N/vEee3u8Z5ZpbJ7d8EN/XLbR9peSqUpcKQ1LaPnDWzLCAVIhdNQCSBuuXiN1H04Lq9Y5SG4L4pAdbWK2adJ4uLJHKG/ynrQc3wVGV5c5JVYe35q3nflEgd/qdpRTZbVB191FHJ7w855GCqq6qTrw3TYNSoA1m6dGlzjk2j0bQCwnm4WjL1WsFAj9y4oTvANGsgp37cmeiSafkcUfOR1FS2qAqbkg4FUKy6nnKNU5nuqUqoGmblJbkfJRgiadfe/73J3ZNUX7jMnCrJbl3t9btw5wTtC+CZWaZyosotLtJYn6q44p6qRpv/Ol8fnmpS0SCYsVaxCTZSCl+jaUk2W1Q9++zTAEgpefihB9Pei8ViLF26lJtvvrU5x6bRaFoB91m6Y1EVvzXfZv6ACG/Nyu+Ymo+UIRDDpDoRIq5yn6M0BBLJw30/ZVS7VWwosY0jpUUH4C0MUCfDfLiqA/XVlezb056fssYrkAolS/dUSeVPMTLyc4RB0ISPTrEr69Y6/bYDStq2njULpoTv2J8MZlcEGdhO8tcD4wp+7nKFbGa9y7crDeZUKLhwwmnabFlpYZsaTUuy2aKqvGt3AKZ8N5kjjjyKioqKFhuURqNpPVxvwPCSKk4NvspnO4R5a5ZyFkJuRCr8TyJ8dmJpu6pKzSgdzToqhV9KxqdyqtbSgbO/G0piyffMPKcB8MP8Up4q1xCXWUGqipGMhctd/U/96obSLvHvuX8sqTJYUgX1Pew5Kze3TYT/Jd9uxSE1L8I+rdCeKk0rssU5VXvsuVdLjEOj0eQJV3bEVS2duwnqCLOgpgCryOBvw+dR0z3GjRPUD7XK7FOlbG5HY2SEJb04x6QsBBUNKk8wJRjBSH7WjumfYO9uFhNWGNw3RcXiDtk5Vd77iHtvUdJTtYkwsmU1goenqhfWmKSRQhXuq93KLYZ1lMxcJ1iwUaEF1OF/mjywWXfviy66cLP/4L///cRWD0aj0bQ+7rM0If3i6fAi+NIawf6f7swuR5/Kx72vYV1n/CGqHFVlYBtFypZ2ziTD6+F6B+781gdr5uTnSOyS6mvrYGGloDgIu3SxqFS1PkxmoYoMT5Xae9MtVJEeRja8s8XOnS0WbDS4ZaKKe7NpT9WqWkEkITlnpwR7dZPcMiHAgmkqiRMn/E+LKk0rslmi6pKLL96sPyal1KJKo1GM237szWPl17HH0sfZtV21olWeGsET4uLWkvOVaJQpDeJWx1Oyn0waqTUbIFbwv6PHs6FeMvzpgvwOq1lIPz2/a1KQuybBecPj3HuQink5Ljma/3rmonT4n1uoIqPf0VH9LK4faVfbnLxKwZumSOUuel+7HPSK3cj4gUNj7NUtod7edD1VlqV6yVCNQmyWqNIhfxqNf1kTCVMte9K3wa5s5avmvy6WRRx7fkoadrlw+lQJp8rBihpBXQwWV6ltQAiP10MgCRuSkAntw/bXDQ0Qs1RexFTzXxdL5fA4yM7PMcw0T5Xby0nN+eUOI3PnFzCgV6lESlheo+C+9BQXyUWyP5ySa2fZolF7qjSthIrB2xqNpgWwLD9UV8tEMMqYzvWHzWZDwPaiq2kc5MIRVU5O1WtzTd6Yn13yWT1SJ+jJkuoS/ndylB06SE54M8TXKxXdpMk8D5lmxCrtycFTYzPpqUqfyOnvhohbtvBXDiFs4ZFRUj1ZNbWDxbSzI6yogV2eUcibmiNkMxfJ/nCtMKRmRRjJQhXC8MN9UaMCWyWqfvnLU7nsd79jwID+APz000IeevhhXnvt9WYdnEajaXlO7FHBzoFXsdrZveeUC/PYBGXUMbRdA4utdYC6hmsmwjHQ59eXUFpSQEXDinwPqXlI81TZSLwn5iqHN6bycxCCq/eKc0z/BDV25XF1o5QyDHQhDKIJuGeSbcz+tFEkczbVw14zaVlpN0dX8Pu1T9UbJ0YpDspkYRjlDqO84X/J1yrfOzQqsMWi6tJLLua6667jySefZNKkyQCMHLk3f7v3Xjp17MRjjz/e7IPUaDQtx/E9KhgdeJt7rO6cErmZdd89C6zK97CaBwGGY/zEnNudssZPTiR/+mlXQgVHUrv0ynwPpnnICP8D2xZKnpirvH7JRrIShEGvUskuXSSz19uTCqg8N0gL/4tagnsmq1jAIQNBztLc7j5Ud196K1GS5anardyiLAyfLnFzUVUTJALpFqoAx3OVyO+QNL5ni0XVhRdeyNXXXMOrr76WvPbBhx8yZ+5crrn6ai2qNBpFqWgQfCeHUFdVlO+hNCMC4VTHi0n71Dzol0iQ5ElsAgzBqYMT3LRvjM9+NrlqnMLGrDc/xzWIUNl49eLNz0n1UItZtsfDUs1uTZJdqMLLOTvF6VUqeXWuyfwNyrk8nDVLIET2zSNuOVU4VduXWX2qRM63lW3V4C2pDs6e1KJK07Jssajq2rWcyZMnZ12fPHkyXbuWN8ugNBpN62EI1xvgPj39ojpIM1wrZCm7TTiMyLzx2E9b1ayETLyhZCaFAUmPEuhQoKxlbuMtBuCcLHujeNT3NKY8Va4n7q35Joe+qnCKc478HFNIduggkcAZQxLs2U3y/WqD+RvyNsqtxPmcZVT/ExmeKlX3pWys+a/z9bV5Jm8tMJPeVKVwPYygi1VoWoUtvosvWrSY0aNHc99996ddHzNmDAsXLmq2gWk0mtbBlR3dCqKcZ/6PtX038vLqPA+qGUn2ccJgVayIWJ2CxkEunLCkx4dOZo+S8Uzr67NCI1JSa4X5qqITGyo20LvUtl6VOzH3IoR9eOF6qlxnQX5Hte3k8Hq0C8P4M+xksUkrFW5nkAz/k2mb7835Jj+ss/txHdrHUm9fJtdMOhXyMibgvJyyWrBEwYqidiEYy86FA4UTFjUqscWi6u577uGJf/+Lfffdh0nfTgJg75F7M+rAA7ngwouafYAajaZlcZ+l/YqjnBR8jjk7FvDypPyOqfkQSU+cJYXPTivtE/TyUAM9jQ3McowGJQ1XL+4aSYulVmd+OWM/YrM+5oOT7c64as/P0xvI40X1Tf68lHYIYEZJ9WQxByU/fq74SKRV/5tbYTC3AvqW2ZNT12ZPeU69KL83c4b/aTQty2aLqiFDhjBnzhzeffc9jjrqGC655GKOPfYYAObNm8+RRx3NzJk/tNhANRpNy+A+ahJO8LydkKy05ZpCCBpkiOV1AaoChfxl0EzoEOOWiQEiCdXn6Ib/2evmhiGp32YsdYJuG7L2Dv1oscncDVLNXkAuXq+Hp0Huzl0snjkmys9VgpsmqJgP56nTKC1ERvPfuLT3qpKCuJHmvy5VEcFTP5hE4q0+sm0iKemdEv9ZOVXO14HtJUM7Jfi5SjC7QiVhIsBTqEIIQ32PsKbNs9mi6ssvxjF16jSef/4F3nrrLS797e9aclwajaaVECK9NLByYSxNIITgXWtfXn33U8qOPIcFPX8HPeGv3waIqJ6z7Ggqd7mUL+3s4hh30jVkHRfAP6YonHPk4IYkucKjMiJYXQuFAThugMWMtYountcgd6rkeWeidh8u4ejgdFG1UyeLHTpI5m8QXP2FgkJYZAjhjIO0yghEE3Dy4ASnD7H41wyTG75SSFRleqr8lCusabNs9ifkxNFjmDN3Lrfddis/zJrJgw/ezz77jGy5kWk0mlbhljmDOD5yO/9dYjeuVNPwaYxUrkfc0ydH+dLVgKuq3Jwxtw+Q8qLYk+sxxFjC7H3f5avTI/kdU7Mh7HJqjnfx+vEhdnq6gCdn2gaf8msnU0I43VNlf1Wzx5inIIwnxu+UwQmeOCrGL3dU9XTG6xGWWfGLOz9TwKAnC1harXA+nJSNNqTWaFqCzRZV33zzLVdeeRU7Dd+F66+/gb59+jD2nbf59puJXH75ZZSXd2nJcWo0mhZiSV0hP8gBrK13jXIVDZ9G8Bjo3nLVauZ25EDK5BQ3Rgx+XC+SRpC6pNYsaMVoH4hREpKETUlJUBJQ0jB3MFKeKucCkCpbHVB1Xybz4GSWp8qSqcqNSh5mJHuLWY6n0bksUl87Fkg6Fyq2LzM8VY2FfCcsRUVV0issPa81mpZli3dZXV0dL730MieOPomR++zLO2P/ywXnn8e0qd/z/HPPtsQYNRpNS+I8XC0nRkf503IvQnC0MYn3D1/CNQVvJ71VShp3mRiGLaqcTIFPlgYZ9XJY7R5V2CGbNhIDO1HFkoLnj42x+DcRxgyyGv/lNo9wFEZ68x9lDdcsskWVlPCn8QEOfiXEewtVDMFy+8Gle6rc+bUPw7wLIsw5P4JSdRxdkWFZOQtVuPirT5VG07JsU5D6okWLue+++1m2dBk33ngDRxxxeHONS6PRtBIndlvLQHMsS9rZ5Y/VN+w8CIMuYiN7dm5gVWQtCSkICKlwpS4vAiktltSGKS0royZeCagsOBw83kXDCd1JSIWNOy/CsItvOK6b6/aMckCPGN+vUbxyoye0SjrioyYGD35vIoHFCpbkdhHCsPOpMnKqkn2qPB85U6QKxrR5MptsZ4THvTk6ipQk8/yU/Ny51ShB51RpWoWtFlX77rsPZ555BiccfzyWZfHOO2N5/oUXm3NsGo2mFTi950oODc7i2kARZ0evpWraB8DcfA+reRAGbs0nS4pk3pEvKhwK21N16dQdKOx0OTWrrgBq8j2qbccTSma6zX89ospUOTxVGGDFcT0aO3SU7NNDsrjKqbyprvaw8YT/1cQEf/5aba8p4Hg8skWV+11MWVHlDdnM9FRJRvWyJzZznS1GlPvcCYNUaCPaU6VpFbZIVHXr2pXTzzidM04/jf79+zNp8mSuv+FPvPPOWOrq6lpqjBqNpiVxtEV1FL60RtCw8dv8jqc5ESJZyEGSKuagbO6KFzdnwPF67N8jzt/3jTC7QnDeB6H8jq1ZkAgcT5WVMlaV9eZA0kB3G5K6c4klvGJfQRyD1fXoiAwD9qh+CYZ1kny5zGDKasU+fM7hhd1/yzN2Z+3iniVTypvjVtmUVlZlQ+88XNGo1NwgvX0Bdlixop8ujUJstqh6+eUXOWjUKCoqKnjllVd58cWXWPDTTy05No1G0wokcx8sP57opQoFW8BRs44jOuN/LFO515GDEG4lOXvdCgOCQR0kNbE8D2xb8YQlueF/Fv4J/5NS4nqq3LlMWyu45tGwOl6OTLyhZE4/p4Ah6VkiiVuCEwcmOG2IRXRCQEFR5Xqq0r05yfuK11NlAKoUA8zyVKU+WN6Di89/NlhRLViwUbUPnoH0FoXR4X+aVmCzRVU8Fuf88y/kw48+wvLeRTQajdK4hl1JIMFp5jgaeq7ihQX5HVOzIQTC9VRJweJIGVGF8zvSEHZzy6f3mseg0NW8XW4XdVBadECasVebCDCltpzF69YRcmwiP3iq3NNzN9wvbkHMUndiIs1At3OqepVIvvt1lJoovPOTE0Km4kfP8VSlPHB2ifXX55nMWGuwsFJwya62klJqBZNrlu1d9N5Dpq81mLBCqZnZuIUqkiXVVdx8GtXYbFH1q1+f3ZLj0Gg0ecJ9XHYskFwf/DfVQ0xeULGZZQ6EN6cKsnqxKI1j7PUrjrCDUUk4UAooLjoAb0n1GdHunLjgJCLjn+GJo+xCKiovoRDC9lRJt9KmU/1PVQ+VS4aBjjCShnnCU1Jdyb3pCmGvcS4TTF1jMHUNaSX+VRKN3iqbkB7+510nS+W9KXVOlaZ1Ub9FvUaj2Sbc52dcZcOnMYQgSpCKiEGtFeK33WZRuk+Mf88MsKpW8Yk6xp7bVyxq2UaD+p4qj7FnWSBsL8fklQZIWFSp8ASTXg/HU+VMpXMhPHp4lEhCqFkS31OxUcpEmqiypKf5r4pL54ZsSk9ykSfEL2HBy3MMLCmS91Al8JZUt9LD/7z3kPIiSe8yi4p6waz1CgkTp1CFTPapUnHzaVRDiyqNZjtHeIwfIOnZ8QXC4JnEUTzyyicUHDGGr7vcRq9eCf77k+kPUWXJ5HrFpOJluV08BjoyVRzg8RkBHp+Rx3E1B95KckB9QlAdtQunnLqjRU0URUWVx1Nl2blHrtcmIVNlx5Vs3JwRsunOdadOFj1LJPM3Ci77VMHCMEmRYZHpqRICGuK2uDqsr8Xdo+K8v9Dg7P+pM0/hFqrQJdU1rYhCxw4ajaYluGneEE6N3MjnS11Ph4KGT2Nk9GJJOLc8lcJ0GsXxergV4+LSJ54q3KpkkgPCC/hux6d4/thonsfUTHjycwDOHdeJ/v8u4I15iq9dZn6OYSSNi4RMhTcqOT8h0vsdOZ7Ti3ZJ8OLxMUar2ow66amSWZ6q6qig1+MF9HisgAY7VVPBwxo79839rGVWpNRoWgLtqdJotnNm15YRTgyhpE7xss458Xg9rAQW7hzzOKTmQtjNf9251MZNFlcKlqte2dAT/lcoInQP1rK0wL7mFkWWapUESJHl9bDnEXeKVCgr9jO9ix5PlZRql8MXbuuCjNwc9z6ZsKDAlJgG1MUU2ptJkZHtqfKirCA2jDSvsM6p0rQGWlRpNBpAepqr2q8Vq2WVGyE4yfiKk46qYFzB+KQ3R0XjLhvb6+F6FqduKGLP58N5HlMz4DHQ3ea/loT7Donxq2EJ/vJ1gPu/V/XRldvQcz97AVX3ZUafKoSZ/IwlLHhypsm7P5msUDLk1rDzjpI5VenebkvC/AsjFAZgxDNhlqvSfzstD85qNOfIcnr7KSeqhLNuvmwVommrqPpk0mg0zcQJ5avpYX7IxNKUh8oQild9chEGfcQaRvWIsqRqbTL8T8ncjkwcr8eKWhNR1J4Gyx85A97y3IZHVFkKezuSGG5Ikj2Z2/fayA7FUZ76wVtyXMEDDa+nygklW1cveGKGSWUUllQZLKnK7xC3muSapcLIJKQV4kjtTYXWThi2mIKsPlXtw5KHD4sRs+DdhYqWwxem7TXNEMMaTUuiRZVGs51zcZ9F7BmeyvmlQS6qvpjYsplIOSXfw2oehEh6ciwJFornrngQTlWy4z/qTvEpd1BXfWe+h9Q8JEVVAsMxiCwpUiFkSttGBtKyksbsHp2j7NnF4s356eWsVSuxLjJyqjAMltcIrvtKwaIbWeT2eCQ9cR5RpdR9xQ1FhazGxoUBOKq/RTQB7yxwRJVKcwMw7M+aDv/TtCZaVGk02znuw7IhDuOjOxPfsBHJ9/kdVHMhDE/zX5kM/wv44fkqjLT+OQNK4/zroAgbGgQnj1WnSlcWnlLPwqld7a0gp3QhFdfr4ayZKxCjiZTFqqKo8haqsEuqp3tNdyu32LubxewKwZfLFPOoZniqXI+HkUNUqSQ8hFs0BZzmv5496K3cmBSMim1K5/4otajStCJaVGk02znJhGtJsnGnbxAi1fxXwmUrT0B++xxLqxWyfhrDqUrmGnthE3bpIllTp5jxk4lb+jjNU+U0b0Yxb0AGws2psuySau5cKiMw6IkwCQlRFYvJpRWqsO8hIUPSvgCiCTi0j8X1I+M8M8tUT1Rl5lSJdFFlWR7hodKt0z2UgSxPlfee+eN6wS0TAixTrACOSB46aVGlaT20qNJotnO8RuqJwe+gy2LeMCQxS62HaG4EAcccj0nBwkQXGip88nAVArB4+8i1lIb+xB3FdqiVSqflOXEsU2lZVMcDzI6W83P1+qRtpPT8XCHseqo83o6NEYUnltGnSgjBXt0t3h4TY06F4LW5ioaQgZ17hMzyeDw7y+TLZQZfrzQ8XtQ8jXFrcPciOBUbU2LXW4RjwUaDBdMUvGca6WJYKKV4NaqiRZVGs53jLaH+ULtnoR28Py5MzAetgYRhYjohZHFLKHaUvAmc8J1dOsUoNRZhisGAYoZdLjw5VZ9U9eEzcx/qP7+DP+8XAxQ1zF2cNXN7HhmOh0e5cL9MPMVF7IbNZio8zsos5KAYbu5Rsk+VPddxS01Yal9ynYtK7U2vp8pKpDXHTRZbV3C5kmQWqtCeKk0roEWVRrOd4xo63rAjpYyDpjAMLAQNcdtT9YvSWfTYM867Cw3mqO6xEnYitpvrEENhb4AH4Rp3lmPIOifoczcIPlpsMH+jwhPMMNANjxb5x8ExDAE3jg9QE1Nsjt4m21YCzGByH1qgdJGRZO6R49URhhscl+KjRSalYUm1SgdRnkIVMlNUeXKqykKSHTpI6uPw43qFFtAwIBbT4X+aVkWLKo1mO8c1fuKeZHnlvR0uwuTO+Fn86cnPCI/am1cGvc8BI+MsrAwypyLfg9tGDPsk1l2rmLSNIuWdcR5PlXQqyQG8ODvAi7PzOK7mIGmge6oaWpCwBL8aZq/lnd8GqInleZxbisdglVYCESxIhZBZEHfsWiX7cBmGLRSdPDhXfOzc2aJdWDJvg8HvP1ewyqG3UIWVSB1mkF4ufs9uFq+eEGPGWsGhryrUB88tGZ8sMKJaLp9GRVR//Go0mm3kDwtHcnblJcyuEMlGjyqeKOfEMO2yuk7FtYRPvDngeHSsREoUO3NTfuk8nqox7RfwRde/c8eBqqmMRsjIqTrki53p+miBunk5DsIwkQlHdDgGursP0yrIqbg5nc9ZMvzPsM+ib9kvzttjYhzUS8XKIqT3qcrwVM2tEHR5OMzwp8Pq7stkeKO0nwHaU6VpBZTbZaFQiHHjPmXd2tUMH75T2nvDhg3jv/99h2VLlzB92vdcftnv8jRKjUYdJtV05fPIUDZGBJbTuFK5G0MjCMebAziiyukx44fmvxmiKiIDrK6DdfX5HdY24yl60M6oZ0BgHV2LfLBe4Ij8eDKnymvIxhUOkUsKD0ga6GlluVUuMuLMLXPNvCXVbaTzTxG8hSqsRFIsOm8iEcQtoWYPLpzCFFZKNArtqdK0Asrdvm+55WZWrVqVdb2kpITXXnuFZUuXcdjhR3Lrrbdx9dV/5Oxf/zoPo9RoFMKTsJxwRZVyd4ZGMAwuNN/n+WOjHFW60FeeKjssKZ40XldECtnpqQJ2f64gv+PaVoSRNGDNZI8xuGqPOEsvbuBOhb1Wwgikh5J5Kq65xnlAxWIOOUSVt1DFR0tMThkb5N7JCmYcGKa9H535ucZ5wNOK4pszI6z7XYS9u6mzdsm9SHZOlRcVe3ABqUIVkOWJ02haCqXucIcddiiHHHwQ5553AUccfnjae6eecjKhYJArrryKWCzG3LlzGb7zcC699GKefe65PI1Yo2n7nNRpMYUFEd4OSyxpgEg4xStUe4rmQJgMNxZzdH+Lr5dWkXCMWH80/7WNotV1ECgsJa7W7bxR7LBGW0y5lRtjlm3UFQbsflzKYpi2oHKM2X/ssoB2Q6LcOjGgdsl4j6hyDfRl1YIXZpssqhSsqBGsqFFw4YSwC1Wkhf+l30OiiZR/Sqm1M82UuM/w5AxoZ3HDPnFW1QjeXajoQZTh7cMV16JK0yoo8xTu0qUL//zH3zn77HOpr8+Ob9lzzz35+utviMVSp5jjPhvHlVdcTrt27aisrMz5d0OhEKFQKPm6pKSk+Qev0bRhbunzHeXBeiaVhLh6/YnI+ioqGr7M97CaB09J9YQFFumNO1VGOPliOz1VQPH5jxJJ+OTwyDCSJ8wh4YoqkcrLUXntjAAkUqLq8PIKuoYt7p2cCv9T0kvsenMg6RWYvtbgys9UnIwHTyPqTFEVct6KWd7qhup4qnJ5F106F8KYQRY/bRS881N6uKMyiFT4n8wKb9RoWgZl7ngPPng/Tz/zLNOmT8/5fnl5OWvXrk27tsZ5XV5e3ujfverKK1i86Kfkvx9m5v77Go1fMZ1zVkvC29XDeLt6KLWqlXRuDMMkkOxTlSrmoNypay7SjCKLooDFf0+K8P4vIoRUMu4yESlPVRD7JD1moW7CvBfTDSVz5udpZ5BQuEKenbvoej3idmiZh35lFmcPi3NUv0QeRrcNuPPIkVMV9HiqlMw7MgLIRG5RFTKdNg2WonMDEGZaIQ6dU6VpDfIq3W+66UauvOLyJn9mn33355BDDqakpIT77ru/2cdw3/0P8MijjyVfl5SUaGGl2a4wPLkBfnv4CGFgOsZePCH5e/3xPPzuLJZWq2Yh5MDj0UEmQATYt4e9lkEzve+YUnjmFXQ8Vd4QK0PFnCNIDyVzKpKFAvYixRJwyCthJLC+Ia+j3DqMAGQY6CFDEjIhkoDdyiX/OCTOV8sMPlys0P3FKZrizaly8+BcURVLpLyoKh3WiBwhmy7e0MblNYK7JwXYoNq+zChUocP/NK1BXkXVI488yksvvdzkzyxZsoQDDziAvfbckxXLl6a998nHH/H6G29w2WVXsGbNGrp06ZL2frnzes2aNY3+/Wg0SjSqUsc+jaZ5cZv/WhYcXDCfgsIonwSleg1Ic+H1VElYJHtQt1oZB33TGCbtjAjP/CKCVXA3p4lBybdUMu6y8JwwV8YCLE50YW3dBrUryIHH65HKYwkarqdKsKpO1YmRM5TsrKEJ7j04ztgFBm8tcD3EagniVCPq7EIVD0w16VwIi6tEam+qdGsxAml7Mc1T5cwjbsGqWqFkgRFhBsBy0kG0qNK0Enn9pKxfv57169dv8ueuv+FP3HHnXcnX3bp15fXXXuXCi37DlCnfA/Ddd99xww3XEwgEiMftG8VBBx/E/PnzG82n0mg0KW9AxBL8s9t7dAnUcWBpiNkVCht5Lhk5VX7ywmGYFIgoI7tLonI+cXZMvhVUybjLQBimnXcEPL50AE91+QO1U37Lb3axr6kuqlL9nOKEDdsajyoWFZeFJ6fK9Xqk5RypKDrA0zMtO6fq5Tkp80nJ5sZpQjiedm8MOt8qvS+NIMRtUdVUdUONpjlR4vhh+fLlaa9ra2sBWLx4MStXrgTg9Tfe5I9X/5H77/snDzz4EEOHDuE3F13ETTfd3Orj1WhUIihSIUgJHzb/dUVVPCHZPziXQbvGmbTS4DuVPVZOKFnIzTkigDSCJCx77ZSubhgIJkWVfcJsT2Z5jeCrZQZzNyg6OW/RAyAgI8m3ogm4cvc45UWSf80wWVKl1hxFDgM95DHMlS3L7RVVbqitmW02TVplUNEgWVev0ASNALIRT1Uw6akShE3JgHYSC5hboc6+FGaw0flpNC2FEqJqc6iurubUU0/j7rvv5NNPPqKiooK//f3vupy6RtMEhpDJfisxy5O3kr8hNS+GyZnrLiDyzq0Eh3Xj7h2m8Kv949w9KaC2qHIrkAn7JDYmTYRhEpdgorgoNoPIhHPCLK2kqHpvocl7C9U1jIRrjDuCMWClws5jFpw+JMEOHST//clkSVU+RrgNpBWqsPP7koUcLJFqbKyQ5gDSRRWOl9G5tntXCynhx/WCmycE8zXCrUbkCNl0Sa0d9C2TfHVGlPX1sON/FOqBZwbSDmd8FaWgabMoKaqWLl1K5y5ds67/+OOPnHDC6DyMSKNREynhguVjCAhJdfQD4tJ+miptlHsQZhASMSwpSFgWCeeWp1puRxambcQFHcM8igmGScyy+zjZuTqqWbA2wgiAI6qu6z+XIwpu4qHBCV6bp7hRlGGg11sBek08FWaMpSHhaf6rYuXGHAa6W0EumlA3/E84nzOZo5/Tm6OjlARhj+dCLKlS8LPm9kwDpEwXVW/ON/jfojAA3YrtdVSu+p+Zuo9oT5WmtVBSVGk0muZBIviwbigkosQsQdwJ/1M6fMyLGUTG3QerheVU7lLNuMtEmHZvvaBMeaowA1RFIJ5Q0ADyYqbC//oU1rGTsZqOhep5ArJwjDqvgW4ZQaIJe7FULhkvzFDycyatBJhm7j5Oqs3NEVXEHa+ilUhW/wslK+SpNikHMwDR1Ly8npyEFNS4t01pL55aayfs8D8tqjStjBZVGs32jmEiY07ZcVdUKfUAbRwRCPHXju9SekSUe9dUk6AdoJqBkAPXUyVtoygmTTAC7PKMQuE5jRFIGUNu89+oNPnFDgnuPDDGV8sMLvwo1NRfaJMIT88j+6uVZuilPFWtPLDmIBBKEx5CGElRFUnAj+sNzn4/SJVqhXYD9j7LNs5lcn5xC/59ZJSj+1tc92WAF2arYVYJM4QV32i/cEI2c5Fsuq3SvjSdxUnoQhWa1kWNT79Go2kRCgOSMWWziNTV8yYeUWUqGIKUCzPIEcXz6THY4rH10WTzXyUNVy+OsSesOFURqBEh3+QMuCGbkKpMGZMGASNBp0IoC+dzdNuAs2bu3MrZwE2DvmJDUYw/fhFUu2S8GURG6+zvHU/cDxUB3p4v+XGdwbp6wfuL1NufIsNT5Rrn3vtH1LLXrDCQ8l4pQYYQ9oqOo/slOHaAxVfLDL5eaU9Kpam5h07Sm1Ml1Nt/GvXQokqj2Y7pVAgPdnmLesvkTYL8c/kutO/SlfkbxuZ7aM2DGSQs7AdrJC6xHNNAxRArL66xN2lNkAFPFFB4/KVgrszzqJoJIwhxuzKeW5kyLk3iTs8ZZcvFu16PmD23MmoY3XEx6wvhj18E1S3mgO0RToXZ2kL45fmFvPyjgpPxkumpknGEEUh6qcCtmur8uEJ2uwgEkRli0WVEucWZQxM0xGHCCvXybIXhiOGkhzGuPVWaVkGhj4lGo2luQk5SfMwpUPHu+t68HNmfVbWKG0MOIhAk7Hg76uOSuHPLU9FwTcM19pInzXEwAjxwaIw3TowyuIOVx8FtI2YgacQWGvba1Vl2EQ5QtJADIAKOi80RjAVOSfWIEw2oajEHAMwQ0pmX268Kj2egfVhy8g4JjhugVuMjN3cx06NT5DmOro+T3JtKCf7MkE3DwC1uU+jMry5uR6mCYvdMM7vRdrL5tkbTguhdptFsx7hNHt2qf75L6DVDhA3XUwVvJEbx+UfjWF5Rn+eBbRvJsKRkzoAtqkZ2txjYXtJB4dQqEQgmw3aKTEdUJQIEVTRcvTiiyhUfRcLeg7Ux21q9+OMQYVOyuk4l69VGBELpldaAgqBBJCqRCPqWSR4/MsbyatQqi5/8nGWIqqAt7GtjdrGfuOX091No6YQZTu7FpPhwKgK6oqo+DjUxeGiqqVYj4KB9A5SxBvur1CXVNa2DFlUazXaMe+JanzABi+GF6ygPz2VqkZrGXSYB0yDolE+PxCRLZDd+XF2IrIts4jfbOI6n6tieNZw7OMrEwok8WrEncdebo3LJ+GBB0hiqjBqslWVUxYOUKS6qRNDxVMVsA70Ie461jhZZXiNQtQw+gWC6Nwd47ohKDukZ5eKPgszdoGZTcREI2V5TpwKeGyZXFRH85esAwlmuuIp7MxBKF4uQFFVFAXu+dTFBTUxw60S1qm8KR1Th3Ed0nypNa6HSLUCj0TQzyYdnwn7g3Nh3Os+XPsT+PRUOH/NQ4LFyIskyVuo/XN1Qsv4lEQ7pY7FjaA0YZkpUKXxnF8HCpDF0yue92SvyGN9tKCHm2H1BRZdPBMK2B07aE8kUVSpji490A73EscPr4inRoZInB0gPkYOkcb4hIrj/+wD3TbFPpeIqhqYGgull8CF5byz0rJ2KiAxPle8iMDRtFu2p0mi2Y5IPz4RthSd81qeqxC24ZkFdTLKr+Jmdd6xj0eoEXyxT+CEbKkRaCYoM2yiqS9gl1f0hqgqQMSc80w0pMwJsjAi+Xy1YXKmaZe4QCCXzqQCKsb+vc8L/Th2cYMeOFu8tNJm6RrEFDBYio/aauX24ij0hcklBrNi0RKgoVdUQGjXOF2wUjF9msLRakb0ZCCGEkdqPjqgSRgAJFHvC/0DSp1QSNGBRlcCSCswxVAiAjGpRpWldtKjSaLZjipyGVHVx+6uSJ66NIlgb7EHvTw6jYPF4ZHuL/Y1Z3LzPBt6YZygtqkSoCKL1FCVFsYkwAskKciqLKoKFqVwI9wTdDDB9tcGRr6taT93xVHlFlUj3VJ0w0C5jvaRKqCWqAmE7tCpZUt1es5SoEqlCDqp95EJFSbEIJI3zDmFJr1JJRYNgeY3gXzMC/GtG/oa5pYhQEQAyUmtfyPRUuYUqYgJDwPdn2966HZ4Is0GByOnM8D/dp0rTWmhRpdFsx0xZF+KK6EWs/elLYH6qwpoCh5GbxHmwRiMR6iMCIxEn5pM+VSJUiIzWJXPi6hImmGbSI6BcmJWLGbKrkEXrCRmS/x2znIbQbZwWDFOT77FtK6FCcE/OgacrRvBq9c5EPn8UULSCHF4DPUNUBTyeKqeQg3pzK0yJRVzjPMBhfS0eOyLGF0sNTh6rYCPqcDGAp7dYuqj61ftBioNQHQVLChKWnQ8XUkSXiGCBHdoo3UbbWlRpWgctqjSa7ZjlkULGWvtTv+p7wNNvRTHjJxfCCQHBE0oWc255qhgHjSGcE/TSkL1gNcnwP0E0IZXtwyVCqVyIkhCM6BQD5hAVe+Z3YM2ACJcgIylpmLAkNRTRELUXS1lRFXZEVaanKmBPyBZV9lv2506iSkEOkeWpiiMMkxJPaKOSZAhh6a3+B9TEBDWeucUcUaXMcyFUmAohBl2oQtNqaFGl0WzHCKeKHE5DUvdEOaBama4ciFAhu4t5nLnbAmZ0ifPoojhxn3iqcDxVbun0DdEQhAOMeUu9U/M0QqkT9A5h23CtkoUkjCAD2lm8MTpKdVQw6mX1wgBFQXGaqMKKIYzS5EvXy6ic4HcN9GROVYIwUQodT1VVVFAfg0s/DibDi1VBhIqwqtekLrjhf87nrqLBvl9eOiLOVXvEeXWuyU0T2n6lPNe7SDQ9/E8YJrkCv1PVDdUQxKKgFNlQnbqgPVWaVkKLKo1mO2anzrCjMZkfCquYS6oBaVDZ+DEPoSIGGCs5pW8l7TF4dEGMqHQ8VYqLKjenKlgMloQNsQCiUP3buSi0RYZsqE4arhtlCcIIIIDepVAZUTPfT4RLsDauSL6+pONkBpXFebabxeRVRrLXkWqCP2WgpzxVIeK8tbQ97WUVlREAwWvzFDRqQ4XpnqpEHAJhOhbYe7DCieYMB6BTIZQqcqbRmHcRw8QQkvsPibExIrjj2wD1cUFUsZw4UVCKrK9KXdCiStNKKHb71mg0zckZgxt4PPRPTuu1FoDXl3Xmz7FfM36lItZBE4jCMjpiP1grGoB4LOmpCipeiEMUlCIj1Zw8NkS3R8N8WtEVTPWNBlFQBoCsr6RToWO4UgqGmcr3U/SpJcIlyIaUp+qQkp85o2QKvUvteUaTIXJq7U1RUAKATHo94lRTxCVTBnLqf0Oo4NlojEyPh0zEwAzQwRFVGxxPVUKxAj8iXIyMR22RCKmvZpCyEJwx1OLSXRNJD5VqoamioCx93ZxcOI2mpVHkI6LRaFqCjoW2UVDhNCT5fG0ZTyWOYXqFeuFVmRiF7ejMBgDW1gmklcqpUuXEtTFEUTtk7UbATiSPJywwAly2W5xnj4lyWJ9Efge4lRiFZXYvp2h90huwUZaCGUyGpqrqZbTD/2qTrzsGbA/IescRoqpoFIXtbLGYaaBnGLFH90twwsAEYVVEozAQhaXI+srUtUQMEQjRMRn+Z39Vbe1EYXtkXWpebo8xYQaTgrEmmgoHjytWEt9eN4+nKhFDmFpUaVoevcs0mu0YN2+loiYGGJuMrVcJUdiOzokFEIS19QISMaZZAznn++GsXTQv38PbeoRAFLbD8hp7VgJhBNit3OLYARZfLFPE+slAFJYhG2xjKGm4yuK0xsZBxYodAHZVw3AJsm5j8lLHgJ3H6Ho7HpkW4KXZpr1XFUIUtcfyzEsmogSJEw0E8Ur7p46OETRh+FNhVtVl/Zk2hygsQwgjbc1sT1WQjiE3/C+zFUVrj3LrEEXt0+aF0wQYM0inDMEI8NIck9IQrG9QY28ahe2JN6RElUxEwWz7uW4a9dGiSqPZjukQtq2BDQ22kdArXEd/MYfFZZLF9U39ZttHFJXRmQoA1tQJSMRZSwc+XN+d+KoFeR7d1iPCpQjDpKu1hsdOirCw0uCPa+JgpoSHqiXxRWEZst4O25HAunpYa5YhzEDSGwC28apS0QNR3AEAWbMeAENIOjmiyhVRK2oEK2rUWzijqD2yfmPqQiLGr8yPuemY8bw8x+SKz2xjNmbZgjhoqiGIRVF7gAzxEUWYIZ76IcA3Ky3mVWSIqrY/LQBEcXusug3J19Jtsh0I0cPxVHn34l2TFBIkgbDtqapel7oWjyHMIAgBUvXjQk1bRpFzFY1G0xJ0CNmhOu5p+QX9V/N6+DbOGaK4osIOcekibG/OGudkXCach6vCiKJ2APQ21rNvD8n+PSw75MoIKHdinoko7YyssY2hR6YFGPKfAu6sH5M2N1AnDMnFKOkEgFVri/yuRXZeX0yarFbAa9MUttcj3Wvak7UYAjZ6GsXGVcvLSYoqb/hfHAIBXplrcuvEID9V2pNRbW5GpqfKE/7Xo8QWHStrFVGIGRilnQGwqtemLrqi0VD73q9p+yhyC9BoNC2BG4KUzA1wGlUFfFD9zyjrQkdh57C4BkIHq4JTuq/ixIFq5hwBiLJyAHoYtoG+osZJxDYDqZL4it7ZjdIuWFVr0q5ZCQlmgGgC5lQIflgnlOvDJYo7AiBrbe9AL6c4xSrZAUvak9mzq8X/7RHnmP5q7U1R1iXdKwD0wDZol1anFkq1CnJGaRdkPJKWm2OH/2UX8VlbL5i6WrCwUoWNKRAlnZJeUyAlOswgPR1RtdzjqWoflnQrlhQokA8nSrsApO1J6ZmfRtOS6PA/jWY7pSggaR+wTyhd0RG37IdmUPU+VUIgSruw24RD6Pzzp0lPVS+5mgeHfs/yXjD2J0WsuwyMsq7ISB09w7Y3cVmNgEQUIQwSUmFRJQxESaf0E2Zw+jkFiVqCA15Ss4CKUdoFq3YjOE1WuxU7hitdgFpAMrK7xQ37xHlljsH/FimyN0OFGIXtsCpXpV3uKWyDdplHVCnnzWnX1RH4HiGRiNIx0MDQrhZLq4UdVgx8uNjkw8VqrJko7oAIhNPXTEq7QEwgSHlRdvjfKydE2aOr5Kz3gm1+nkaHXshIXVaBEQARCCKjeRqYZrtAkdubRqNpbhISLt5wNjf+PJLqqP0AjTmWj+qeKlHUAWEGSVStZUWNSPYAijpOgEDbtguaxDb2VjGog238LK4Udnlk8DQ3bvsnypmIkk4II4CsXktJUPL9rxt46bgowUQEFK/cZXTogbVxefL1f38y6f/hAVwevTx5eh5LllTPxwi3DqOsGwBW5UrPVUk/w/Y2LqnyeKpUqyBX1g1ZuTrtmkzEOCI0kw9PifLo4bE8jWzbMNq5a5Y+N7tCXoiLPw6yyzNhXvf0FXMbU6twWGN26oNV8XP6Re2p0rQSCnxENBpNSxBJCD4IHMyTi7olryWchiuqN/812ncHsg2HuBPeqGpZbgCjfQ+sylXs2MFeqzkVBmSIKlUMVy9Gx94AWBXLGNJR0qcMhne2iCYs5Y0ho0NPrA0r0q7VxSzW0j4lqhQyXF2M9o6B7gnZ7FYM7Yx64lKwYIPXU2V/r8reNNp3z/LAEY8x2LQF5JwKNe+RRvvuyEQsmbvokqqQZxdMqWhQc+2MTn1IrE8XVW74n+r5tJq2jwIfEY1G0yKEihDBAixPbH08YVt2pqH2rcHo3I8LeYsn9lvGIb1TOSpRR1SpYBzkRJgYHftgrVvMjh3tucypEMi4nRt327ROdH80zO3fqOfZMTv1xarbiKyvZEhHWzDOrjAgHkEE7LC/j06JMOmsCL1LFSr9Z4YQpeVpniogLSQJPJ4qhfam0bmffXARS9XfHtbJnsjChnZErZRhfse3Aa78LMDiqrYvRkRRe4ziDiTWLU5/IxFjsFgGwFyPqDqwZ4KpZ9ue1baO0bk/VsVSkBmfoXgsuRcziSoSuimKOmCUlWOt+Sn9De2p0rQS6j15NRpNs3DI4BI6GZMYH1uBex7rl/A/s1NfDrLe4sBBFp8vTVkCyUIcbdw4aAyjY09EIEhZ5QJW1giCZdJOju9oG3MxowDLUnPtjM59sJwT5uGd7XWaWyGQpVEI2sUB+reTdCiAAoWeXGaX/gjDwFqzEIDCgOSV46PMiyzkTqLUOoZeVMEiI2aXASTWLky7trpW8GrNblTWJ4BUP7i3F6gT12h07geAtW5R2nWZiDLMWAI4gt8hYEDv0lRriraM2aU/8RU/Zr+RiHF0p5WcemyUdxaYaeF/qR5xbXt+Zs+dkNLKmp+Mp0rGazQtiUK3b41G05xculMtj4Xu48gOqRP0b1fCPbFfMnZV1zyObNsxuvRneMie1/Q1XlFlWwcq5a14McoHIq0E61euYL+Xwgx9KmyH5jjhf8oaDcLA7LoDCeeEeZ8e9jpNWpXuqYopcmLuxeg2GBmpxdpg78c9u1rs11NyRLdKIgSzwv9UqY6HGcDo1AcrQ1TNWm/wf2uO59bVB+VpYNuO2XWQ7TWt3ZB2vX+4mi6ikkgCZqxNHV5EEvb3BW197ULFdljj2kVZb8lElFHtV3NMf4sRXdK9WKp87gJ9d8NauxgitelveErGazQtSRv/iGg0mpZix1I7ZGfu+tTp49SVFo8kxvBRRfd8DWubEe26MbS0lg6BKHUxmO0J04k6R66GsBuwqkag53Cs1QuSRoJbYMQtVHFQ9wYeOyLKxbvE8zbGrcHo3A8RKiKx4kfKQpJhney1+WaFYc/NEVWqVZADMLvvSGL1Atwqcvv0cOa2thAQCKcIR8pwVWNfmt2G2MVgVszOfjMRR2QI/F27WBzWJ0HXorY/P7PnziSWZ3tz9umwEYCp68JJIQXQ4AjicBv3oAZ67QRAohFP1d4ldm7ctyvTP2Du3mzLXlRRUIbZexfiCyZmv6nD/zStRBv+iGg0mpaiU4GkZ9g+zctMuJZxtRvkBnruxIFMB2DCCiPZuwmgNmZw2YrjOP8DBednmJg9hhJfNoPiYIZh6oiq/mUJThlsJT09qhDotTMyWoe1dhEH9rIwBCzYIFhbL9I8VdGEYiFyoWLMboOJL5uRvDSql22Bf7PKER3OZ23iCoNj3wjxh8/V2Jtm712wqtdhbUwV4OhdarFHVwuRiGT1c/rz/jFeOSHW5vemKGqP2ak3iWUzs94bVW73rPpmXWHa9YhzhtHW+ziZvXYhsf7n9Ma/Dt3keoYVrseS8E2GqBq/zOD5H03mbWi7ocXBnY+ERIzYT99mvaf7VGlaC1UeTRqNphkZ2dP+Oqe2lMpI6kHZLizZSf7EgNK2n3DdGGbf3Tk48TUAn/+cfouLxuK83bAbY38yk01XVcHstTMiWMBONZOZe36Efx+ZWiPpeK6i2EZDuK2HIWUQGDiS+OLvQVpEEjBppeCDxfbayXgkmVMVV6yYQ6DvriAMEou/B6C8SDKyu214f/SzvVauYKxoEExaZTBvgwKTE4JAv92JL52edvncnRJ8eEqUO8s/zCp64Aritu5lDPTfC5mIE1/2Q9Z7d07ryO2xs3h7aYe06xHXU9WWP3dmkECfESQy1szl8ELb4zh5lWBdffq98elZAa4aF+SrZW1zgqJdd4LDDif2w8cQrc3+gYyiMBpNS9HGndUajaYl2Ld/MRDh25UmkOq3ckRfi8dKb+PLHcr5xaS8DW+rEcUd6dGjG/uFFwMkDfMksQZEWZfWH1gzEBx8AIl1izmx60oKAhneGqf6XwTbQG/Txl0GRuf+GO26EZn4PACfLDH5ZImJcJuuxiII055XKsyqbXsEXII77I+1an6yEekJAxMYAr5bJVheGaMEIKheQ2Oz53CM4o7E509IXhNIThhkq94J1d2zPFWpPlxte+0COxxA4udpOY3zxZUWTySOo75uFpDqzdXgCMa2HP4X6Ls7IlxMzLNmXkYXzwLgA1UaT3soOOBcZPU6otPfy/0DCceVqD1VmhamjZ8ZaTSaluCQXvZDZuKi+rTrDc6zJ6xIXkcmwcEH0iGxnm9Wmny9QrCkKv0WJ2MNHF6ykJMGJShSxDAHuzGu2XsXjPlfcOZQW1m8Otdj/EiJjMeICtuQDbdxw9VLcPgRWFVrSayck3Zd4skXczxVS6sFCzeKpMeqLWN06IXZfQix2Z85VyTn7mSv3RvzzWQZchG0Q8nKiyS/2SXOuTu1/Xy44NBDSKxfiuUpOT6ql8WAdpKqCHxc0T25Zi71yRC5VhzoFmKUD8Ls1JvYvK9y/0DUKR0fLEi7XBeDeRWC+RsEbu5cWyM49BASq+YiPT3FXAZ3sNineDlxafDavOwFMoWkNCSzw47bAGavnTG77UDk25eTuaa5kPEowlS0kI9GGbSo0mi2M3qUSIYUVxGTBp8sSX/P9QQUmApYrZkEQgSHHcbMOYs48a0gJ7+T4wEaa+DB9i/w76NilCuQMO8S2uUYiNZzoviSzoWwvBo+yvTCJSJEkqIqD4PcCkRpFwL99yL2w4cImeCsoXHahTPzxVI5Vb9+P8TeL4QZv7ztTzC463FYNRV2WCO2mPhiqcGKGnh5jglWwjb0HAO9W5HkjgPj/N+ebVtUGZ36EOizK7EfPki7fskI++bx0hyTuoZ4Uiy6uAc2hW3YmxPa7QQSFctIZIT+DWpv8fboKMf1snOqRIaoqmgQ7PdSmENfDQNtL6zY7D4Es9tgojM+yPm+JeGrqu58GhnKqtrs8V+9V5xFF0W4cZ+2tzdDu40msXo+ieXZ4ZppxCJKeoU1aqFFlUaznbFSlDOy4SEunDIkLZ8KUgnXYUM9URXc6QgIFRD74SOAtMajLjLWQL20H6xt2bjzIsq6Ehh8IHLWB/xxd/uk/ImZARIys8BIlKiwjb22HIbkJbzXqcj6SmLzxzN6kMX9h8aZeEaEkMdTalf/U+uE2ejcj+CAkUSnvgPSFhsNCcGNE4Ls+mw4VbUxVg8hW3zUKSA6AEJ7nYJVuYq4pyDA3t0sjuhnEbfgyZkmMlqHCKWLqvq4Pee2Oj+z+xACvXYmNu2/ZHqbbhgZ54BeFr/cIYpMxBGhovwMcqsQhPY8mcS6xY3mUy3YaHDarIO4qvbcnO+74Y1tbe3Mvrtjlg8gOnXsJn9WxuqzhL5G09xoUaXRbGcEBx/IqmgB701ZnvWea/gUGInWHtY2IYo60GHEYVxTeQ/tY+sa/TkZa6DByTsqVCS8Prz/r5G1GzjPeJ++ZZLVtfDEzByemliEiGEbDW05xMrF7LkTgf57Ep30GoVE+JNzCv6fHwLpgjgeQQgjK0enzWKYhPc/h0TFsrScI5e0AinRhqSh19ZFB0Bg4D4Eeg4n8u0rIN32BJLb9rfzMl+cbbKw0rDFYrAAr9emPika26CH2AwQ3v9sEivnEl80Oe2tkd0tThxkkbDgjm8DkJybGgSGHoxZPpDINy81+XMyWk9dsEPO9+qdtNs2tXbBAsL7nkn852kkls/a5I/LWD0ipM66adREiyqNZjuitMAksOOBxOZPTBY38OJWsVJLVAnCB57HH4Kv8bvuP/DS8U1ULow1UI9tnKuQUxXc6QgCPYaR+PpZfjXEntdfvw0kDXAvMlrLtFhvBj4RZtTLbVuAiIIywqMuJL7sB+ILv+VP+8Tp306yogYem56uCGUy96iAP+4ZZ9xpEc4c2vbCkFxCu52I0bEnkS+fBGnRpVDy35Mi7Fae7f2VsYakoZfMOQq0zR5qoqQz4X3OJLZwUprHo0PY7vtWHYV7JjuKMFpvC2GP+Hh/ocn1XwX4YHHbU/zhkacjSjrRMOHZtOtFAcmDh6YE45wKAxmtz+mp+uiUCJN+FaFHSdtZO9G+B+G9TiU253Os1fOz3j9+QIJ/HhyjNCRzCmGXZFh4GxL84f3PRoSKkgVuNkm0AbSnStPCtKGPiEajaVkkb59qUlP8IL9fWsnCHD+RrK6mUPhfcJdjOLxPjAtC4wCPYZcDGWugHjXC/4xugwntfSrRmR8QXfYjR7wW4oyhCV6cndsolZE6EqEyaiNtL6cjDTNAwaGXAhD54gmO7pdI5uNc+VmQ2lhGWGPEqcIWLqJ7yXp27izpXtyqI95sAv33IrTrCUS+ewNr/RJMIXnk8Bj79pDce1CMw18LkWa0xuqThl69RycWBqA2RtshEKLg8N8ho3VEJjyX9tb6BsExb4QY2kkm83FktA4AESq0jXXg65UGX69se+e4gR0OIDj0UBrGP42sXOl5R3L3qBgD2kuWV8MtE+0bRmMej/7tJB0K3MOaNvAZDBVReNhlWDXrbM9iBv3bWdx3SIz2BbC4SvDwBlcIh5NFVFzamhc1uNMRBAfuQ8NnjyJrKzbrd+zwP+2p0rQsbe8Op9FoWoQTBxuMKKtiBPOpXJ87RG5dneDB1bvxePUBrTy6rSPQfy+G7TWSfxr3A/CvGSaf/dz4SbiM1dPgeKra0qlrJkanvhQecQWJVfOITn4dgJqY4N8zAjRmsMlILSLcRtWGizApOPhijC79afj0YYYVb+SxI2318O8ZJuOWZq+dK6pEuKRNh5CZPYYRHnUBsQVfE5v+HiC5/YA4h/SxqI3B5Z8GyVw7GU0Zeg0ZoqrNYAYpOOIKjNKuNHz6cLLUePuwxM09SkjBD+tS5oSM2kIqM6+qrWH224PwAecQm/M58blfpr13+W4Jzhhqh/1d9lmQKicPrjGPR6QteXOCBRQe9XtEQQkNnzyUFZXQPix57lhbUE1aKXh0mtnkmrWlz11g0H6E9zmD6Iz/ZYVqNoXtYWzb+1GjPlpUaTTbAWUhyV8Psr9/ZGYB6xtyG+YbIoI7l+7CIw1HteLotg6zz670PfhknjFup0MgyuRVgj9P3IRFE2ugQdqiqk0Zrh6M8oEUHv0H2Lice2L3cNXum9eIWUZqKSsQ/P3gGPcf2pbcHA5miILDL8PsM4KGzx7FWrOAG0bGKQnCV8sMbprQyIJEagAQ4eK0ELm2hNl7BAVHXEli5Vwi458CJDfvG+eiXWxL+7efBJldkf24tcP/bENPIqhzlq3NzC9YSMERV2B2GUj9x/dhVSwFoGeJ5ONTo/xl/zi5Soi7BjqeMLlOBZKR3S2Gd24bXvDAgJEUHHwx8UXfEZn4XNb7vUrtef1pfCCt6W2uIhwADY43J++VNwtKKTzq/zDadaf+g79nlVBvF5a8cWKUIR0lK2vgvA9CRC2R9CjmKubQ0EbK4Qd2HEX4wP9v767Do7rSB45/r8xMPMESnODurm2BUvfutr9tu3XbrazUdrdbpS3UW1rqRpW6UaHF20KDBQgJEiJoDOLJZObK74+bTAgkEIiz7+d58iQz987ce3NGznvkPdfg37IU3+pPju3Bfhn+Jxpec/noFkI0oJnTgujgzmdHSSjPr/JxxOEpLWDsud5nMn0mncYH+n/p7CokOVfhsgVuyswjD7uxy4p507yAT+MLiNu3t5HOtvb0HmPwTL4W9/6tzPY/yYV9fRgWLEhR2Z57lDYwXwmaO4gry9dC+udSHaOaDIhNQQltRdDUv6C26oR34XOBieU3/+ziwQkGD6ys+VwDPVVBYYGKa0gz+uZyDT4d96iLMXfG413yMprtZ+bkyoDq7uU6C1JqGLLpK4FWnQO3L//Ohd9UyClplFM/IiW8ndNDFRKFd+GzWBnbAOjdyuKjs/10i7A5vbvFU2sg79Dpmf7Dez2mdbOYO93PonSVS75tyjl/Cq5hZ+MZeQH+7b9RtuItsA8PDO9ZrrN8t8qClMPXulPDWh+2f8XQ6abszVGiOhJ86u3gclP6w5NY+6uumdExzOa9M30MaWeTXQIXf+Mms6SiB64iED78s39PkcIX21VS8pvo80RRcI/+A+7Bp+NLXIRv5QfH/BSSqEI0hmb01XR0p546nTv++U8GDOhPWVkZv/22kj9feVVge6dOnXjyidlMnDiR4uIS5s+fz8MzH8E0W9KkeyHq1+VDNP7UIx/LVrj9RyOQHrd6Nt20bMI8+9mo2Iel7W5yqo577KW4B0ylYPu3+LoWkWwpXPS1mwM19L4dzC4tZJk1FG/27xgFGY1wwrWku/GMvRRXv5NplfYzr7V6m1HdLPymE3gcNaDCCT5K3JWVvTBXNZXdJqB1GUrQlGuxjTJKv3ucUXoKcSiAQoFP4e9Lj5KG0TKxfd5DeqqafhgSQeEETbjCyWAY/y2+dV+AbXPDUDMQUN25TOethCPM8SstQAmOCNxevrupuzkceq/xeMZfhu0tpOSbR7DznffKqd1MXp3hJ9wNKXkK533pJq+aOXyVQzYrh6NWlF1IEy4gq4RE4ZlyHXqnAZSt/aI8fbojSLO5ZbjJnPUaZaaCjVJtMGx7C1Daxh52f0WGvKYK+PW+J+EZeylWYTbe7x/HLtp/yB42885wAqqsErjoKzdbD+o9tb3lPcJB4Yc9d+J+lesXNk0grIS1Jeik61Gje1K28n38iYuO63nsFtBYKFq+FhNUnX32WTzz9FM88sijrFjxC5qu079/v8B2VVX58IP3ycrK4syzziYmJoYXX5iD3zB45JFHm/DMhWg6o9rbzJ7kTDqetT6cVXuPPpTs1zGLUZXFDAgOIqsZtJhXUKI6EjTlWtTWnfD+Oo/dW5ZyUbiLUkMhp7SWwZ/pcyroB1Vkm5rWoR+eCVeghLZmypbHeapPPO1CINcLV//gqvVCt3ZZMYbLmXcUrEO42662wttYlKBw3GMvxdVrPMbOeFy/vcaccflc0s/inuU6r2+q/dePXVbkBFXlQWKTD0PqPhrP+MtBgdKfX8BMXxfY9sYmjaldLd7erNXYQ1XBLs13KrGKUm1vSWNTQlrhGXepsyDz9t8oW/k++EsJ0mz+M87g5mFOsPjbHoWrf3DXOIwY049dVoISHBm4q7RJh5Ap6L0n4hnzR2zTT+n3T2LuTQxsHdzW4qVT/fRrbdM53OZvS2oO9O2S/CrXVaHQrwA24Y0ceyjh7fCM/xN6l6H4k5ZQFjcfjOo+5xXuWOpi1hQ/1y10s7vw0IQwhdiWWe21NQlFQe93Mp5RF2OXFVG6YBZWVvJhu3UJt7hrtMGOfJXn1mrYNY3C8JW0sPXFREvUIoIqTdN49JGZPPDgQ7z/fmW377Zt2wJ/n3LKyfTt24eLLv4D2dnZJCRsZtas2dx33395/PEn8Pub4RwDIRqUQvaAS9lpL2T7vmKeWenl6FmpFLyWSohm4fG4oaR283kalKrjHnoWscPGMkt7mQWb8nhjSwEAuwqPfVporD+Zbu0LSN1rVTvPpbEoIVG4x/wRV89xmBnb+Vv2Q/xjWD4ACTkK1/zgIiW/9udnewsBKPSrBOsWYU21Dpeq4ep7Eu6R54MN3uVvMNm7nGcu8tM5HEwLIo6x4ukk4QijsFAhq4TKpAGNTG3TFfeYS9A79i+fi/MeoWY+Vw4zeWWjhmEp+CyFP3xzeFKK6tilBSiqiuIJx/YWcEZ3k45hNj+lqew8jtf2cVN1XINm4B52Drbhxbv4pYOSANjMP8fHxE5O0Pf6Ro3//qrjP8rQUrs0DyUkKnC7Yl5OY68Pp7aNxTP+T2jRvfAnr6Rs1QdQ3pPmVm1uHWFyxygDlwaZJfDJ1iP/3+3SAhRPCGguMCvrFTsLFHbkKfgaa8qY5sY99Excg8/A9hZSuvC5wxb37dvaok8rm292OJFsfLbK6Z8dkoGygm1jlxaiHlRmB1PKA8bGeO+pMb3xjL8MrU1X/FuXOdkLD8lI6LB5dYaf0e1twGJGN5M7l7nYvL+a+YveQhRNd4Y3Vgx1FKKetYigasiQIXTs2BHLsli8+GdioqPZlJDAAw88xJYtWwAYPWoUiUlJZGdnBx63eMlSnnzyCfr168umTQnVPrfb7cbtrvyGDwsLa9iLEaJRKHgmXEZO7Mmct3gbhTvW1tyCdwivqRCiQXBoCOQ2bVCldRtB8KgLuaL1Ru7W7iJMMxg6GD6P95B7nL0wf9BXcEvfFbzi1fjPL40fVClB4biGnImr/ynOYsTLXsdIXklCTwNrEMyN13h01SEL4NZCRWrhIkMnGl+jt5ijKOg9x+Eefj5KeBuM7b8SkzSfh0fncVYPp6aZkq/w159drM44tv+7XZKLEtqaT3/T+HRb43d1KBExuIedjd5rPHZeBqULn8XctYGL+1g8MMFP+1AIddk8vroiYqhd2dmlTuOAEhKJ7S3gL8MMxne0ySpxsbOwgS7mYKqO3mcS7qFnoYRE4t+8CN/6rwNzohwKr27U6RXl5/YlLn5Or93/3yrJRwmp7PUoKq+MhzfS8D+1VWfcI85Djx2JeWAXJQtmBeaFAUzvZvLIJIOeUc75fLND5Y6lrpp738rZpU7DhxIcUWWI3ZF6t+qV5sLV72RcQ85A8YTi3/QDvg0LqvROhbls7hxtcMMQE9OG5FzloAakmq/PLs2vthe/dZDNlmvKUBWImetpsGHhattY3MPPQ+86FDM7hZKvHsbKSa3uTKF8CPE9y10s+qNz7WM62Cz+o4/3kjQe+12vMoIh8F4LiqhMpCJEPWsRQVVst24A3HXnHfz3vvvZtXMXf/nLzXz15eeMHTeBvLw8oqOjqwRUQOB2dHR0jc/9t9tv46677my4kxeikU3sBL1HjePTtlPxrniL4m3rOJZ1U7wG4IbgkBAgr4HO8sjUmN54xvyBye293Gs/zgC3k8Fq5V6F2xe7jjugAsgvr9xFehp3uJUSEoVr4HRc/aeCbTIu/S3C9q3hq2RnSNXXO1Smfuyukpr6WFjlQVWh5QZ8hLsb6fo0F3qvCbgHnYYa1R4jbR2+n57jwuhdPHORn2AdDAte3+RUdA5dh6o2rKL9aO37NMDJH5nauguuoWehdx+FXVJA2cr3MbYsY2x7g3svcNafAidYXJN57OV2cAUdIL/MGUIW1dCvTd2Nq/ckp2Ie2gpjx+/44r/Bzs8gRLe5drhJRrHCJ+UB7IIUjaW71GMqO7skDzW0co5fxfy+yAbOFaC27Y57yBno3UdhFWThXf4GRvJKsCu7kK4eaPDEyU7XWWYJ3P+ri0+3qdSqd7Gkoswiq5m31IBcwbj6TsY1+HSUoHCM7b85ZVZUuTyGS7W5fIDT8xZTPp1tYYpaPjTx6JzexcOH/xX4nAWewellzq3nuZpqTG/cQ85E7zoUK28v3iWvYKTEcWhmye6RzlC/9AKFWXFOELshW6Xti0G0D7WZOdHP+b0trhxocmFvk+sXVjYCWBVBVXAEdkFm/V6AEOWaNKj673/v5fbbbj3iPuPGT0RVnS+rZ555jm+/XQDArbfdzsYN6znv3HN4Z97h6VBr69nnnmfuSy8HboeFhZGwacMRHiFE83VhX4U503y4WEra6hyWbtt+zM9R5ANCIDy08TMlaZ0G4hpyJl07tuNBey6nup2e6DwvPBan8+amI4yZr6XcEqdyFeWp8+nWito2FtfAU9F7jAbDz/CdH3Bnq6VMHGiQ3R1+TvGUV1YVEnLqcG2+Umy/l2LbAxQ1eE+VEhyBq98pTpAYFIqZtg7v8texsp1lpbfqCsG6ky79Xyt0ttRhqKVdtB81tE19nfqRKSpa12G4+p+C3mkgVkE2Zb++i5H8KyPb+rjnbGftKXAW6H1mrc5L8dpRM09Wxy7Jw7YslDDn2ioCj4Z6bSrh7XD1n4qrzyRwBWOk/I4v/lvs/H0EaTZXDTW5bYRBdAjklMKPaWpguNexBsN2SR5KdM/A7Yr5fWEup/J/tOGDx3ZhGnr3UbgGTkeL7lkeTL1ZHkw5jRbaQYl3vkvV+O94g3mJGk+u1ik6hmuzSnKdQ4a2huzqllCvX0pke6fMek8CXcdIXumUWWFlI7Km2Pyxr8mdow26lnc0peQr/Gu5zqIjrNt3KLskD7VNt8PuNyyFIr9TdpEeu06NWpUnraP3GItrwHS0tt0qg6nUuMPmF3YJt/jnKJNL+5noKpT44ZUNepXzyChWuG6hm9c3Wcyc5Kd3K5uE7IMScRwUVAnRUJo0qJo79yU+/PCjI+6Tnp5O+5gYALZu2xq43+fzkZ6+k06dnXS0WVlZDB8xvMpj27VrF9hWE5/Ph8/XDOaNCFEHQZrNI9M8XNnb+eL4dk8UK9dt41h6qCrke50KY2RoI0UdioIeOwrXkDPR2nbDzE7F++s8Tjp5C4YFbyZoPBGn188XOZBX6Az9aNCgSnc719TvJLSY3lgFmYzZNpeb26xh6kCnhdxrwGfbNLR6rFvaxQe4KfNUvJ99QUFDfKwpClqnQbj6TkHrOhRME//2Xwjf/gNXx2bi7mHzaLbTgrwpR2XGp27WZToBY13YRftRPCG0DvPw9vQCQl0w7ZMa5oYcJyUkCr3vFFx9T0INbYWZmVxeyVsd6OX46zAnoPKb8H6SxlNrdPYV1+EcLBO7KBs1wvmOyysfelavPVWKhtZlMK4+k50yKyvBv2UZ/i1LsIv2E+ayuWyIya0jDNqX926k5is8uVqnsA6vIasgywkWVR0sgwIfzI7TyfXWX6kp4dG4ek9E7zMJNbQVxt5ESn963plbVF4xH9TW4tbhBuFu+NMCp6Uhs0Rh+Lue8p7BY1RWjO0tQo1sz8F5hc/vZXL7SIMVu1Xu+7WOQwFVHa3rUFx9p6B3HoxVmo9/80L8W5Zil+QdtnurIJg1xSDUBRnF8NQanfcStWMOXK38TPTuY6vdlu91gqq6fm4qke1x9Z7klFlwBMaujZT+8BTmnkQO7ZnqGWlx8zCTP/U3cZfHhj+lq8z6vebvg1X7VE79xE3/NjYZJZX73DEkn2X2DuKDI5F80KKhNGlQtX//fvbvP3r3efyGDXi9Xnr16sXvv8cBoOs6Xbp0Yfeu3QCsXrOGv//9b7Rt25acHKc7/OSTTqKgoICtW7fV+NxCtHS9oizeONfNwPACLFvhuYQIHltRinWc494LyocgRTb06rhB4bj6TMbV72RGRuQytuhHnvkuH3NfEjuBf2s6v+xRSc6r33lPuQXOJPWo4PqfT6VG98TVZxJ697Eo7iCMPYkMXPMos/ptZvAwp8JQUSF/eq3O3qL6nZtg5WVwIKwn3lqklz8WSng7XL0moPeZjBrWGnP/LnyrPqJbzq/cNKCISy4yCdbBZ8I7m3X2lF/XuuMYElcdq3wBUyMshgmdnOFXwXplRrnjprvRu41A7zkerdNAMH0YO1bhTVqCkruTs3tabIpQAglDHl+tU+g3eWq1Vm+JJKz8TNTI9kBlb05UPXQSq627oPeeiN5zHGpwBGZOOmW/vIOx43cwnWjp3J4mz5ziJ7K8oryzwKmQz9+q1XmNMyt/H4qqoUZEY+XtxbIVnlhdD58priCnwaLPRLT2fbF9JRg7fsebtBgrd0/5TjZTu1r8dZjJSV0qh/31irICnyfHFVCVs/IzUKPaV7kv3G0zuK3NnsLjD4jVtrHovSfi6jkWxROGmZWMd9lrGCmrwap8sUeH2JzT0+SNTRrgZD99crWOZTuNUKXG8V2blbcPxR2EEhJ1WPCW71PohE3E8QT87mD07mOcMovuhV1WhD95Ff7ERTUOxbukr8mcaf7AsMNlu1Qe+12v1TBbG4XE/ZX/g0mdTO4Za3CXfR8fDOzBQ6l2rZbgEOJYtYg5VUVFRbz9zjzuvutO9uzZw+5du7nllr8C8NXXXwOwZMlStm7dxty5L/Dggw8RHR3Nv/51D2+8+Zb0RIkT1vl9VZ49xSRMKyLHH8RNPyosTS+jLm3B36aobG09mWQ7CthUX6caoEb3xNV/Knr3kYxTk7jFmM1kzx7wwHc+N4k4X5pvb26Yj6cDuU6lvFU9LVmihLVB7zEGV6+JqK06YhXl4E/4Ef/2X7CL9pPbymLwJJtiP3yQpPHyBo30goZJkGEd2IXe/+R6eS4lOBK9xxj0HmPQonti+7wYKavwbl3GeHcKNw8zOX1qZYU1PkthbrzOvuJ6OXwVVt4ebMukJDIWw9qGrkKk+ziDKkVB6zgAved49NgRKK4gzIxtlP32LkZKHKGUcGV/kxvPMukWYTNvs8Y/ljrlteWAyu2L67fsrPwM9C5Dgcq5KsfbU6WEtkLvPhq913i0Nt2wSvMxkldibP8VK9dpgNRVG6P882FHnkKkB7bnKrwUr/HhlmPv3aiJlbfPOaeojpBXx4W2VQ2t00D07mPQY0eA7sbcm+T0JKavDwSJbtXmoj4mfxlm0r+N8z80LPg6WWXOer3eGmis/H2orbpUuS8QEB9j2Snh7dC7j3LKrFVnrOJcpydx+6+B9cEq9Gvt9Nxc3MfEo8HmHJVV+5zjzllf989Lq/x4alRHzEODqmMdmqrpaJ0GofcYi95tOKg65p5NlC6ai7kzvkqQCKAqNq2DCCSXWLZbxW/B0p0qL6zXWbnv+MsuNV/l820qF/axuDxmB2deBjNX6rybWPfh5EIcrEUEVQAPPPAgpmEw98UXCQ4OYu3adVxw4UXk5zsVJMuy+NNll/PEE7P5/rsFlJSUMH/+x8yaNbuJz1yIhqG26UqbMcMI0z7m1/2R3Pi1l4x6WFfq3USdoI6jnZTB/Fj3JwTQPeg9x+Hqfwpamy5M8S7jFuMfjIl0kiv4TZi/VWuUdL25+51jRrotKrNIHRslJMqpCPUY47S8GmUY6fFEb3yL62K24ImAO4ucIUDbclWu/9HFkl1qg68bZR7YxbiQTM6eqrIt23dMa0EB4A5F7z4SvcdYtA59wbIwd2/Cu+RljJ3xYPi4aqDBk+WT/C3bmXfzUrzOb3vrPsyvRqaBlbcXrW138sugTTBEBVUd3nNEioIa0xs9dhR691GoIVFYeRn4Nn6HkbwKuyiH9qE21400uGqgGegpyimF9IKGLTMrOwV10AyUoAjyy5z5OscyxEoJaeW8FruPRovphW36MXduoHTtl5i7E8rnFNlM62rxl2EmuwqVQKa6zftVzvjMzZoMpf4rl95CJ8FIdE/MtDUAxEZYxIQ6CwdnH21tOUVD69gfvcdo9G4jUDyhWHn78G38HmP7r4Fslwc7r5fFnGnOa7PIB/MSNV7dqB+2JlNdmdmp6L3Gg+4OZN3LKn8txoQe6ZEOJayNE/x2H43Wrrvz+bEzHt/vH2Pu3XzInCKbk7s4ZTe1a2Ujxu/7FMx6zmdiF2ZhlxWjRvesso4XVASNNq2CjnBQVXeC3x6j0bsOR3EHYx7YjW/dlxjJKwOJWQ4W6rK5tJ/JTUNNduQpXPqtM0Qzo1hh2Dueo79OamFPkcINP7mZp8zg0W5xDAjK4OlTDC4bYHLXMhcbshumkUv872kxQZVhGNz/wIPc/8CDNe6ze/du/u//LmvEsxKi8amKjdpvKp4xl/JB/h5y1i/mm82Fxz3crzpWfgZ699F1fh4lsgOu/ifj6j0R9CA6ZyxlrvchhkY50Z/XgPcSNV6Ir/+KT01ySuD+nFPJ87tR+Jla10uCwtFjRzoVoSoBxysMLl3DXwaXcs6pFrrqtI4/tUYno3y+zRfJjZMG3MzYRqwyiGv6l7A4VOX12nQ0ekLRuw5Djx3lDIFTVMx9W5yhYmlriaCYTsE2Owyn4vH1Do1/jzP4Klnj5XiNHcewllZdmPu2oncdRmaJQptgmw6hNlsOr1dXUlS09n3Qu49C6zYSNSQSq/gARupqjOSVWDlpgV1nTvJz7SATV3kx7chTmBuvMX+Lhvc4ElAc03WVp/nWOvRl5d44rvjORXLekY8ZCOpjR6O17+0EUrsT8C59FWPnhkBK9CDNSWBw41CTvq2dV3qxH+79pTI5w7Gmtz+ma9u3Ba1j/8DtWVMMpnezuH2xzvtJ1VQ/FBWtQ7/yQGokSlAYVn4G/sTFGKlxBw3vc/SKsmgfagcWyP4yWeW6IQrf7NCYt7nhGmnMjG0oqo4W0wdzj7NcS2Z5D21MiE11jTVKWBsnqO8xGq1dD2zDh7lrI95NP2Ds2lDtgr0dQm0+OtvHwLZO2ZmWM5JgbrzO2noaWluFbWNmbEPv2B9//DdVNq3aq1JmOOtxVRHoRRyN3m04ijsEM3c3vk0/YKSuwc7fV+2hOobZXD/Y4IoBlY0YEW4n82VF41N9BFQH+32fytkxD3Pp7zfzr7EGI2Ns3j7Dx+j3PHUe7ioEtKCgSggBfxygcvuEIP5gX0BO4nJ8cfP5yjSozx6CYN2mvTcVLXw0yYcscFkriobWbZgzxK9jf6zSAvyJi/FvXUZ6aQ7t/1xGkR/eSdCYG6+TWdvehnriNRVeTQzFPeJ8bNdvh6zJcwh3sDPnpscYtI4DADD3JlG24m3M9LXM6FjEX4cZTOhUGZot2akyN14jowGGwR1VWRFZuaUQ48y7qIkSHIkWOwK920gnQFQUrKwd+OI+xkiNwy4toGu4xQ1jTC7vb7IpR+GcL5zukwNehcFve44r211dmDvjcQ+czt7cUAZQRMewaq5P0dA69nMqr91GoASHYxXmYOxYhZG2BisrBbBRFadfpqJ3ptAHLs1J2T83XueHVLXRhgXZJXnlPR8T2JO6mj1F1QfgSni78uB3JFr7PpWB1LLXMNLjq7yOY0Jsrhns9Lq1KR/mWuiDd8t7bo4l211dGDvjCe49EbVVJ6zcPYG5dp3DDyo7zeUMx+w23OndCA7HKsjCv2UpRupqrAO7DnlWm5M6W9w0zOTUbhap+Qpj31exbAW/pXDapw2fYMfO2+skdeg1vjKoKv8cC3FBuNv5fyuR7SvLLLrnQYHUjxi7NoJxeG5yBTvw2sssceYOFvnh/USNVzbU31y+mhg74/FMuhIlrE2VlPEvxh9UXdTdztC+bsPRuw5zehFz9+JP+MkpsyMM9xzU1uL2EQbn9HQaoMDpuXx5g8ZHWzRKjnM+WG1Y+RlY7lBe29GOr5IP8MAEP9+lVs4fVMqb2GRIoDheElQJ0QKE6DazZwTxf93zgRIu2/owT6zMPurjjsclfU2enPIrC00vl7fuEkiRfTRKSCsnW1Xfk1BDo1AyEjl32wOcHr6DP6/VsVHwonDND2625ypNOlHY2LEK96iLcA2Yin/DgirblKAItG7D0WNHOK3sioqVsc1ZoyhtLXidVVmvHmTwxEnOUCO/CZ9td4bBbd7ftENJ9mxPhBhoH161cq626ozW2akIqdE9nVbpfVsoW/k+Zvr6wNCcUTEWN08xOLuHhVZ+KVEepxW5ouW/sQMqAHNfEmbubjLC+gFr6FQRVHlC0TsPRusyBL3zYKeCV5CJf9sKJ5A6qEcqzGVzWX+T64eY/HuFzsLyNWxe36jzY6pGfBMNA/InLSZoyrVonQdj7i7vXlRUJ3FBl6Fo3Yahte6Cbfgx9yY6C0bvXA81LGL6p/4m/xzl5DhLL1B4baPGe4laowVTFcz0eKyiA7jHXoJ34XPsLnTeL50iXei9xqN3HY7WeRCKKwgrL8Mps9TVWPvTD3suj2ZzcR+n121A+Xwpy4YtBxSiPHDA26iXhj9pMe4xl+DfshQrczulhkJ+GUR6oMuYGaTFnIQa1RHbKHOC3yWvOD1S/upPtJXH5sahBmf1sJj2sRufpWDZCtf96CK9UKlTYo1jYaTE4Rl9MZ4xl+Bd8lJgKKIS2gqt40D0bsPROg1E0d2YubvxJy5yyuyQXsSaDG1ncUFvZxjjit0qL2/QWJjWOI0YVrazkLDarieZabnc/HPVdSf+r7/JZf1N7l7uOu71AsX/NgmqhGjm+ra2ePNcN31D8zFthcfjw3lmZRYNNX+lIkV0DPvROgw/SlCloHXs78yV6joMDD9KygouLPuW2/rlEBvrfCGf3VPlmx1OBfb3Okw4ri/d9AMM3v0Gu0fOYLMrCKvQSWutte+L2i62fBjMVnyrPsJIX4ddkkcrj010qM1Wr3P+n23T+NsIg8+2O63/GXVJrV2PUhM3wyRo6zGIOfNW8q1g1FZdUEMinQrenkTKlr/pDBPzVXanTe5s8q8xBmM6VPYiLC7vdVu6q3YLozYo26bsl3lknNuH/dYWfD3HENL17EAWNjMnzangpa09rHcjymNz01CDG4aYRJR3ZFw2wAwEVfu9CvubMsjf/htG99EEnXobUwsX0NN9gG/0GWS6OmKXFWHs2ohv/dfOHKlqejfGd7DwmrA+y3ltvrNZY3Jnizc3aXyfqgbWZ2p0tknZijcJmvE3Qi5+jCz7Z+BruvXsSVDX6zGzduCL/9Z5jx2SlOFgZ/cwefwkP9Ehzu0iP3yYpPHaRi2QmbGx+RMXo8eOJPiMO7GydoDmIk1/HY9lEt59CGbqDsriPnHmJh2htz86xOYvwwyuGmQSVp6J/bxeVmDh5Y2NXbk3yvD+8g5BU/9CyMWPYhXtRw1vhxreDmyDDvvXkrb2C4z09diFNS9XA856ZJf2MzngVViQ4lzPp9s0hrSzeTdRa/TAxS7NxyrIRovpFZjnV0FVbP4x0iQ20mbRH3x8kKTxxJr6z9AqTmxKm7bRDbx0e8sSFhZGWuoOYrv3pKioqKlPR/yP++NAlaem+AhWDTJ8wdz4vc2vuxv2mIPbWiy5xEemEcqovXdT+s2jh+/kDsHVeyKufqegRrXHzN2NmbiIC9QV3DOqhC7hzm5ZJTA3XuetBO2YFw9tSI9N9nP9EJOX9vVnVsg/UTwhWEUHMDO3Ye5JdJIylDnv/wi3U+m5cajJtlyF0z6tXB/p4AVFm5MNV5bRKczmvPT/Y21JB6z8fZj7tmJmbgOz+pR5F/cxeflUP2WmU/F5KV6r04K9DcXdugP0ORklOMqpJOWkYu5Nqn79Ho/NTcOcYKpiMeRtBxRe2ajx8dbjTz3dIFQNV9+TWDBuLSNCMrkxaTRfJJRgZacFFrA91ISOFneONpjc2eL3fQpnfV6/a3fVF7VNV/Q+kxnVqoivu88nw+tm8PtR2N6CWj1+bAeLBRf62F0Ir2/SG3S+1DHRXLj6nYwa3QMMP1bubsyMbU5Pm33kqlWnMJtbhxtcPsAkqLx5e2O2wjNrdb7d0XjDT2uituvhzIX1hGIX5xJxIJE1U1cTpEHsq54jzjV0qTZ/6m/yt5EGXcKdhYjHv+9uFp+VnklXobXvS8mn/zpsW/tQm5kT/Zxf3pPmNeCtBI1n1+pN2ugiml5tYwPpqRKimbp2bASzRzktgUuzI7npG28g3WxDqmiZa6cV44mOxddpIOaezQCo0b2cIX49RoOiYaStxfvLW7Qp2MZn5/kCw3IyimHOOp15ic2s4louIcc5p4HmVorfuwUUNbDAa4Uwl82NQ03+MswIrOPj1pzhPRXphZtDJaE62w4odAqz6ZX6Cb9Wk5peU2wu7G1hWJVJNL7YrtIh1FmjKKuR57kdC9+BfbDqw1rt+8HZPka3d16TCTnOOknfpTR9hbValok/aTEbov2MGASDStfxWVb1i8hO7Ghy1xiDieVz+XwmJO1X8WhQ1gxXNrX278S38n3idRvzemgf5CNazSezmnIIc9lcM9hEVeDZtc5r9/d9Kpd+62LpLrV5JRQw/fg3/wSbj+1hHcNsVl9eFljQNm6fwtNrdX5ObwY9wuWs7BTKDhqlkINN6WRnAeD+bWzWZx1+nm7VGV57+0iDzuUNa5nF8OYmDVWh3rMVHg8jJQ5X3ymo7XocNgojo1jhuoVuXt1oce84PxM62dw8zOSKASb/WOri8+2Nk3BItFwSVAnRDOl9T+L7fufyF+NePkwwefo3b71m9zuS/V6nhS5Ih3YZK/GfehtWdipKRLSTirog2xmys20FdqnT0pwNlPghzwvPrtN5fWPDZ02ri4oUusPaWc66PVZlQBXqsrl2sMktww1al2elStqvMDtOZ0FzrZAfYk2mwildoXtk1VqMgs35vSzuHmPQq5XN3iJYkKLisxRMW6mXtW4ai4JNiIsqPaBtgpz1wCpee69s0PFoBk+u1vm+EZNP1EV8eWV1fEfrsG2jYizuG+8PJEbxmU72zOfWVS643JyVGArbchX6t7EZ39Hiy4OyYoa5bK4b4jRitA5yshS+l6gFGpJ+Tm85Fdowl02RHw4OkKJD7EBjxd4ihWW7VdwqPLNW45c9zSeYqpnChmyV6d0sJnayAkNNK5wWa/L4FD+dyoOpjGJ4fp3Tq9icvgvMfVuw8jNxDzsb70/PV7tPXIbKuV+6OaWLxb3jDIZG26QclJHz4GQiQhys5XyDCvE/oGcrld2DrsLVZxI5iYuZtM5HaZlJ437hKiTnKQxqa9Mz6S3S0veitumKnZmMuScBc99WQl0Wfxtm8uL6imxNCn/92UWOt/EmVNdF0n6FrBKIDoFTulj8dFCFbXo3i/vGO0PktucqPB6n82Vyy6iQV3hjk84bm/RAhVRVbE6PtbhrjMGg8vTM+0ud/dSWc1kBl/Yz+O84g+9TNe5Y5qJ9qDNn6qpBJo+u0nl1o/PV9lWyypfJzXNIXE1+TtewbINR7W16RVlVFqztFmEzoZNN2UHBVEub8zFnvY6m2CzZ5VxXK4/TiHHD0MpGjORchafW6OQ2cvKJurP54Cw/p3SxuORbF8t3q4xu7wzzO6Wrxeh3PYG11a7+3tWsgo3a+DHNCaou7mMyN16r0tBX6FPoFA77iuC5dc7Cuk2R0OaobAvf2s8Jmnozes9xGDtW1bCjwpJdGkt2qYzrYFdJYvP4SQY9Im3mJWp8X94oJQRIUCVEs3H1MJ3HJpRwb1kJby999Qgf9g1vU7YTVA1uY/DD6oMXALY5s7vFY5OdFslg3eahlc4QpcZar6g+mLbC59s0bhpmMnuKn7arbT7c4nwcfp2s8l1vJ7HGZ9vVRushrE8HDxPtEm7x7QW+QAtyQZmTHvmVDY2fDa6+7CxQiQmFqwaZDI+2GNDGDqwxdVJni1c3On+3pEC4QmaJwo9pKmd0t/jqAh+vbdQDw+C+SFbpGaXxbqIeSCjT0ny8tbIBY1pXk7fP8BNcXhPZXh5Mfd5C33egkF6g4NLgrdP9ZJUo9G5VmanwpC4W88uvv6UFVABfJWvcN95pmFlxqY9vdqjMinM+/3/bq3L1Dy4WpqnNM5g6iJG6Gv+2wXimXAOqhrH91yPsrbBqX+X1hLmctd9CXU555pQ6r+nPt2nEZzfgAuiiRZBEFYeQRBWisamKzSPTgri+r5PS+oPUKG77rmmbaC/sbTIs2uLDJI2k8mQFXcMtHptscFp3Z1hSWr7CPSv0FjUs52Ctg2wW/7GMzuGQUwoD3vK00IrckU3qZPLl+X4OeJ2scC+u1wOLa7ZkMyf6uWlY5QSilXsVnl+n81MzmpdyvLqEW3x9gY8u4ZCarzD6vZbV21ZbHUJtNl1VxsZshTnrdL7a0VKDqUqRHpuvzvcFeoS9hpP45YX1WpVex5bqwt4mL07z49KgyAdD53laxOiEwygqnolX4uo7GSNtLWWrP8UuyKzVQzuH21ze3+BP/U06hlXen5bvLBr+ZoL0V5xoahsbSFB1CAmqRGNyqTYvnR3E+V2cgGrm2nCeXeWjOVWgOoXZXDXI4KahJsG6M49jznonI1JzTEJxLNoF21wxwCTcbfPMWr15ZBSrZ53DbXpHWazcq7bI1vEjGdrOoluETUKO0mSptRtKqMtmcieLMhOW7mpZw0+PhTPE8cRq4XepNlM6W2iKMz/nRGjEOFiXcIvh0Ta7ChXis5QW/drUu4/GPeYSlJAojNQ4Z92xjG21eqym2EzvZvGHPianxlqEumDmqsqe5VYeZ/uy3WqzTv4jjk6CquMkQZVoLMG6zdvne5gWU4DPVrl5URBfbT18cnpTu2mowcxJzhyjZbtU7l6unxAtrkIIIQSajqvPFFwDp6NGtsfK24uRstpZ8y63dmuYhOhOALU2Uw0kjbmot8krM5w1ylLyFOIyFFZnqMTtU9maq7T4Xtn/JZJSXYhmTFdtPrjQw+R2BZRYLq78TmdJevMLqAA25ygs26XyxiaN71Jb/tAqIYQQIsA08Cctxp+0GK1DP/Tek3ANPBX3iPOwCrIw9yZh7tuCuW8Ldml+tU9RYih8vaPqUPgyEzZkKQyNtukR5fxc2s/5ni814I9fu1m5z2mgbBPkzAvNLG6Zc0GFQ4IqIZqAHdOPVZG9GGZ+wyVfqcTta74dxiv2aKzY0zLnTQkhhBC1VRE8lakaWof+aF2HoXfoh6vfSQBYhdlYOemYB3Zi5aRj5e3FLj5Q7WLP36ZofJuiEemxGRljMaa9xej2zt9hbkgvrAyerh1scNcYk1ID0gsU0vKdn/RChYxihSU71RabWOh/iQRVQjQyJaojQdNv57md23n7V43MouYbUAkhhBD/cyzTWUJkTwI+QAmOQOvQD7Vtd9Q2XXEPOg3FEwqAbfqxC7OxCrKwCrKwS/ICP1ZJHvkl+SzeWcrinU7jpKrYxEY46wRWaBsMhgXBOvRrbdOvddV6wbB5nvK1z+DvIw0u7G2S64XcMoVcr0JeGYHfn2/XKCyfHxwTYhPmsik2FIr9znqSzXXR+hOBBFWilmxUBbSKHxVUBfxmZWpYTbGJCaV8PxtNcf6ueFxumdPiAs7wtyHtnE5uBVDK3+MVf+eUVKbo1hSbsR1sFGwU5aDBZ+V/Z5cogQx1YDO1qxXY5+D9FSC7VKmyaOGMbiZaDdOD9pcqxGVUbpzezcRVw775ZQq/7a3cOLWrGUgTfLCYMI3Pet+ArzgH76K5eA0JqIQQQojmzC4twEiJg5S4wH1KWFvUyPaoEdEokTGoEdHonQehhEShuEOqPt4yoKwU21eM7Sthb1kJHl8J+EqwDR/3Fvu4f5WXTloB3dx5xHoKiQ0qonNQCe09PvZH9EQNscG26BWzi/5tCiqe+bBzXbg3jEI0wObWUcXcNNhXZXuZ6Syu7TUUzvoyiF0FKmBx9UCDi3ob+C0Fnwl+y9nXb4HPVJgVV7ku3tSuJlO7WJi2s1yAWf5j207Q9m6iFqjvDWtnMa6js69plZ+x7fy2gR9TtcD6bb1bWYyKsbCB5bu1FrcOnwRVJ4gwl03/NjaRHptQF4S4VEI8mvPjVlmWFUFcXhSK7qFPlMH9A3bi0sCt2rhUG0/5b5dq8WZmP97KHgiqxoDQfL7t8yVuxax2kdC5ueN49MA0UFRiXbn80uWFGs/xreKJ3F94EagKbZUiFrb7b437fuwdyx3FVwAKoZTxdZt/1LjvN76R3FJyA6CgKBYfR95U476LjCFcU/p354YCb4beQJDir3bflUY/LvXeU3mtobfQWql+guJ6swfnl94feN6ng/9BZ3V/NXv6uc6aw5+/hWSjrMbzFEIIIUTzZRflYBblYO6pZqPuRgmOQgmJRA2JAk8oiicUxR2C4gkp/x2GEh4NugtFd4PmZp/uYp/u5ne1avVcOx0qwrQ5ShZf+zKJopgopYhIiohSiomiiEilGP+FfyUMDwCK/j4F9hJC8KIrznwuj+b8gE3wxbMJoy0AffT3GKd/R3WBGsCb3WaSb3cCYILrc25yf1nj/+aXwf+h0OoBwFTXAv7t/rjGfXePvYNCsz8Ap7p+4iHPewBcU/pXvn7zlRof1xxJUNWMdQi1md5dJTrCRXS4TnSokwK6ldskUvczO2Mcn5SMAHcI4yP28mHbN2p8LsN/JgnmOQBEKSlM99xb477t2rVBDxqMbZpY6l6CVLPGfVXLj11W4qxS7i/EZ6mYOFltLBTMg34XFeRj7I539tVKSQ8PA2ycPihHxbDkrP35GDtXAFCm+tkW7KxcaqNg25VveRvYlVuAL7VigVqLTcMjq7SC2OVd3TaQnF+Eb8fnVDzDuqHhuNTqP0CSCkvxbf8kcDt+SDBhuqtyh4Metr3Eh2/L/MDtDYN09rpbVfu8u/KL2LPPiyR8EEIIIU5Ahg+7MAu7MIvjSkGlaJXBlqqDqoGqoSgq21SNbaoGiurcV77Nua2D8lpg+M99KNyvjAQF3CqEaCahukWIZhKs2+wq/Bw/GqDwflgxv4UMxa3ZuFULl2KXN7xbeFSL3Xt/psxwA/BrqxzUVj1QK0YlYaMptnMbm307l1HmjUNBIalNJp/HdCzft2KEkh0YmZSZ8iu+YmfF9tQ2mfzcqR0KkJG2uh4KonFJSvVDNKeU6jP+fBMfhD9b4/ZHcmfwUs5IbF8x/dVdvNF9IQV+nSJDpcRQKPYrlBpQ4rf5flcwS3a7wCgjUvVyRpcSfH4Ln+UM4av8rbCrUAl0ueqqTUyIszaRYVGlq9eyK+6T4EAIIYQQQpx4JKX6CSBl4xoW9m5NVjFkFVtkFfjILvRzwAv5XoVdhcvwli0HIB4YCUBNvUolgb/ygA8TFeDoGd0MS2GPLNclhBBCCCFEjSSoasaS49fwp/hD75XU1kIIIYQQQjQnNeQyE0IIIYQQQghRGxJUCSGEEEIIIUQdSFAlhBBCCCGEEHUgQZUQQgghhBBC1IEEVUIIIYQQQghRBxJUCSGEEEIIIUQdSFAlhBBCCCGEEHUgQZUQQgghhBBC1IEEVUIIIYQQQghRBxJUCSGEEEIIIUQdSFAlhBBCCCGEEHWgN/UJNFdhYWFNfQpCCCGEEEKIJlTbmECCqkNU/OMSNm1o4jMRQgghhBBCNAdhYWEUFRXVuF1p0zbabsTzaRHat29/xH9aYwkLCyNh0wYGDR7aLM5H1J2U6YlJyvXEI2V64pEyPTFJuZ54mmOZhoWFkZGRccR9pKeqGkf7pzW2oqKiZvOiEvVDyvTEJOV64pEyPfFImZ6YpFxPPM2pTGtzHpKoQgghhBBCCCHqQIIqIYQQQgghhKgDCaqaMZ/Px+OPP4HP52vqUxH1RMr0xCTleuKRMj3xSJmemKRcTzwttUwlUYUQQgghhBBC1IH0VAkhhBBCCCFEHUhQJYQQQgghhBB1IEGVEEIIIYQQQtSBBFVCCCGEEEIIUQcSVDVT11xzNevWrmb3rnR+/OF7hg8f3tSnJGrprjvvICc7s8rPyt9+CWz3eDzMnv0Y27YmkZaWwltvvUG7du2a8IxFdcaPH8f7771LwqYN5GRncsYZZxy2zz1338XmhI3s2pnGZ59+Qo8e3atsj4qK4uWX5pKaksyO5G08++wzhIaGNNYliEMcrUznzHnusPfu/PkfVtlHyrR5uf322/hp4Q+kpe4gKXEz8955m149e1bZpzafuZ06deLDD95jZ3oqSYmbeeD++9A0rTEvRRykNuX61ZefH/Z+ffKJx6vsI+XafFx91ZUsW7qE1JRkUlOS+f67BUybNjWw/UR4n0pQ1Qydf/55PPzQgzzx5FNMnXYqmzdv5pOPP6Jt27ZNfWqilpKStjBg4KDAz1lnnxvYNvPhhzhtxgyuvfZ6zjv3fNrHtOftt99swrMV1QkJCSFh82buuvuearffeustXH/9ddxxx12cdvqZlJSU8PH8+Xg8nsA+L788l779+nLRxX/kT5ddzoTx43j6qaca6xLEIY5WpgA/L1pU5b17ww03VdkuZdq8TJgwnjfefIvTTj+Ti//wB1wunU8+mU9ISGWge7TPXFVV+fCD93G53Jx51tnccuutXHrpJdxzz91NcUmC2pUrwLx571Z5vz7w4EOBbVKuzcvevft4eOZMpk0/lenTZ7Dil194d9479O3bFzgx3qeSUr0Z+vGH71kfv5577vk3AIqisHHDel57/Q2ef35OE5+dOJq77ryDM848g1NOmXbYtvDwcLZuSeTGm27mm2++BaBXr16sWvkrp51+JmvXrm3s0xW1kJOdyRV/vorvv/8+cN/mhI3MnfsSL859CXDKNikxgVtvvZ0vvvyS3r17s/K3X5g+fQbxGzYAMHXqKXz04QcMGTKMjMzMJrkW4aiuTOfMeY7IiEj+fOVV1T5GyrT5a9OmDVu3JHLOueexcuWqWn3mTps2lQ/ef49Bg4eSnZ0NwFVX/pn77vsvffsNwO/3N+UlCQ4vV3B6qjYlbObee/9b7WOkXJu/7du28MCDD/H119+cEO9T6alqZlwuF0OHDmHZshWB+2zbZtny5YweNaoJz0wcix7de5CwaQNrVsfx8ktz6dSpEwDDhg7F7XazbNnywL7Jycns2rVLyrcF6datGzExMSxbXlmOhYWFrFu3jlGjnXIcPXoUeXl5gco3wLJly7EsixEjRzT6OYvamThxAkmJm1m18leeeHw2rVq1CmyTMm3+IiLCAcjNzQNq95k7etQoEpOSAhU1gMVLlhIREUG/fn0b7+RFjQ4t1woXX3QhW7cksmL5Mu699z8EBwcHtkm5Nl+qqnLB+ecTEhLC6tVrTpj3qd7UJyCqatO6NbquV3nRAGRnZdO7V+8mOitxLNauW8ett91GcvIOYmKiufOOO/j2m6+YPPkkoqOjKSsro6CgoMpjsrNziI6WeVUtRUVZHfo+zcrOJiY6unyfaHJycqpsN02T3Ny8wD6ieVm8aAkLvv2O9J07iY2N5d7//Iv5H33I6WeciWVZUqbNnKIoPDJzJqt+/50tW7YA1OozNzo6+vDv3PLb0VKuTa66cgX47LMv2LV7FxkZmQwcMID77ruXXj17ctXV1wBSrs1R//79+f77BQR5PBQXF3PlVVezbds2Bg8adEK8TyWoEqKeLVq0OPB3YmIia9euI379Ws47/zy8pd4mPDMhxJF88eWXgb+TkpKc9++aOCZOnMiKFStqfqBoFh6fPYt+/fpWmcMqWr6aynXeu+8G/k5KSiIzM5MvvviM2NhupKWlN/ZpilpITk7mlFOmEhEewTnnnsMLc57n3PMuaOrTqjcy/K+Z2X/gAIZhHJbxpF10O7KysprorERdFBQUsGPHDrp3705WVhYej4eIiIgq+7Rr15asrOwankE0NxVldej7NLpdOzLL36dZWVmHJZfRNI1WraIC+4jmLT09nZycHHp0jwWkTJuzWbMeZcaMUzn/govYt29f4P7afOZmZWUd/p1bflu+d5tWTeVanbXr1gHQvbuThVXKtfnx+/2kpqaxYeNGZs58hM2bE7nxhutPmPepBFXNjN/vZ8OGjUyZMjlwn6IoTJk8mdVr1jThmYnjFRoaQmxsLJmZmcRv2IDP56tSvr169qRLly5Svi1Ieno6mZmZTJlcWY5hYWGMGDGCNaudcly9eg1RUVEMHTIksM/kyZNQVZV1a9c1+jmLY9ehQwdat25NZqbzhS1l2jzNmvUoZ515JhdceBE7d+6ssq02n7mr16xhQP/+VQLmk086iYKCArZu3dY4FyEOc6Ryrc6gQQMBKt+vUq7NnqqquD3uE+Z9KsP/mqGXXn6ZF+Y8T3x8POvWreemG28gJCSEDz/8qKlPTdTCgw/cz48LF7Jr127at4/h7rvuwjRNPv/8CwoLC3n//Q94+KEHycvNo7CwkMcee5S4uNWS+a+ZCQ0NCbR4AnTr2pVBgwaSm5vHnj17ePmVV/nHP/5OSkoq6Tt38q977iYjI5PvyrPJbd++nZ8XLeKZZ57in3fchculM3vWY3zxxZeSJa6JHKlM8/JyufOOO/jm2wVkZWURGxvLA/f/l9TUVBYvWQJImTZHj8+exUUXXcgVf76SoqKiwPyLgoJCvF5vrT5zlyxZytat25g79wUefPAhoqOj+de/7uGNN9/C5/M15eX9zzpaucbGduOiCy/k558XcSA3l4EDBvDwww/x22+/kZiYCEi5Njf33vsfFi1axO7dewgLC+Oiiy5k4sQJ/OGPl5ww71NJqd5MXXvtNdzy178QHR1NQsJm/vXv/7BunbSEtgSvvfoK48ePo1WrVuzfv5/ff4/jkUcfDYzx9ng8PPTQA1x4wQW43R6WLFnCXXffLcP/mpmJEybw1VdfHHb/hx99xK233g44i/9e8ecriIyI4Pff47jrrrvZkZIS2DcqKorZsx7jtNNmYFkW33y7gH//+98UF5c02nWISkcq0zvvvJt5895m8KDBREZGkJGRwdKly3hs1uwqk6OlTJuXnOzqg9lbbr2Njz6aD9TuM7dz58488cRsJk6YQElJCfPnf8xDD8/ENM1GuApxqKOVa8eOHXn5pRfp168fISEh7N27lwULvuOpp5+hqKgosL+Ua/Px7LPPMGXyJGJiYigoKCQxMZHn58wJZPw7Ed6nElQJIYQQQgghRB3InCohhBBCCCGEqAMJqoQQQgghhBCiDiSoEkIIIYQQQog6kKBKCCGEEEIIIepAgiohhBBCCCGEqAMJqoQQQgghhBCiDiSoEkIIIYQQQog6kKBKCCGEEEIIIepAgiohhBAtypw5zzHvnbeb7PhzX3yBv/3t9gZ7/j59+rBxw3pCQkIa7BhCCCHql9KmbbTd1CchhBBCAORkZx5x++OPP8FLL7+CoigUFBQ00llVGjhwAF98/hnDR4ykuLikwY7z5puvszlhM089/UyDHUMIIUT9kaBKCCFEsxEd3S7w9/nnn889d9/FuPETAvcVFxc3aDBzNM8+8zSGYXDHnXc16HFOPXU6zzz9FEOHjcA0zQY9lhBCiLqT4X9CCCGajays7MBPQUEBtm1Xua+4uOSw4X9fffk5jz32KDNnPkzy9q0kbk7gissvJyQkhOeff5a01B3Exa1i2rSpVY7Vr18/PvroA9LSUkjcnMDcF1+gdevWNZ6bqqqcc87Z/LhwYZX7161dzT/+8XdefGEOaWkprF+3htNPO402bdrw7rx3SEtLYdnSJQwbOjTwmM6dO/P+e++SvH0r6Wmp/LJiGdOnTwtsX7p0GVFRUUyYMAEhhBDNnwRVQgghWrxLL/kjBw4cYMZpp/P6G2/wxBOzeeON11gdt4ap06azdMlS5r74AsHBwQBERETwxeefsWlTAtOnz+CSSy+lXbt2vPH6azUeY+DAAURGRhIfv+GwbTfdeANxcXFMnTqNn376mblzX+DFF+fwyaefMm3qdNLS0njxxTmB/R+fPQu32805557PlJNO5qGHZlJcXBzY7vf7SUjYzPhxY+vxvySEEKKhSFAlhBCixUvYvJmnn36GlJRUnn32ObxlZRzYf4B333uPlJRUnnzqKdq0acOAAQMAuO66a9mUsIlHHnmU5ORkNm1K4Lbb/8bkyZPo2aNHtcfo3LkLhmGQnZ192Laff17EO/PeDRwrIiKC+PXxfP31N+xISeH5OS/Qt2/fwPDGTp06ERcXR1JSEunp6Sz86SdWrlxV5TkzMjLo3KVzPf+nhBBCNAS9qU9ACCGEqKvExMTA35ZlkXvgAElJSYH7srKcQKhd27aA0+s0aeJE0tJSDnuu2O6x7Eg5/P7goCDKynxHPX7FsRIPOn5FINa2bTuysrJ57fXXeeLx2Zx8ysksX7acb75dUOU5ALxeLyHBkgFQCCFaAgmqhBBCtHh+v1Hltm3b+A3jsP0U1RmgERoayo8LF/LQQw8ftk9mZla1x9h/YD+hoSG4XC78fn/V41dzrIPPybadnFCqqgDw3nvvs3jxEmacOp2TTz6Z22+/jfvuf4DXX38j8JioVlGkpaVVey5CCCGaFxn+J4QQ4n/Oxo2b6Ne3Lzt37iI1Na3KT0lJ9dkFExI2A9C3b596OYe9e/fy9jvzuOrqa5j70stccfnlVbb379ePTZsS6uVYQgghGpYEVUIIIf7nvPnGm0RFteLVV19m+LBhxMZ245RTTub5559FVav/aty/fz8bNmxg7Ni6J4+YOfNhTjnlZLp27cqQIYOZNHEi27dvD2zv0qULHTp0YNmy5XU+lhBCiIYnQZUQQoj/ORmZmZx19tloqsYnn8xn+bKlPDLzYQryC7Asq8bHvffe+1x80UV1Pr6macyePYvffl3B/I8+YseOHdx5192B7RdeeAFLli5l9+7ddT6WEEKIhieL/wohhBC1FBQUxKqVv3Ld9TeyZs2aBjmGy+Ui7veV3HjTzcTFrW6QYwghhKhf0lMlhBBC1JLX6+Wvf72VNkdYJLiuOnfuxLPPPicBlRBCtCDSUyWEEEIIIYQQdSA9VUIIIYQQQghRBxJUCSGEEEIIIUQdSFAlhBBCCCGEEHUgQZUQQgghhBBC1IEEVUIIIYQQQghRBxJUCSGEEEIIIUQdSFAlhBBCCCGEEHUgQZUQQgghhBBC1IEEVUIIIYQQQghRB/8PiFkVwJXmbusAAAAASUVORK5CYII=", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(10, 4))\n", "ax.plot(t, v_orig, color='C0', linestyle='-', zorder=0, lw=1, label='original')\n", "model.simulator.plot_voltage(ax=ax, linestyle='--', color='C1')" ] } ], "metadata": { "kernelspec": { "display_name": "dendrotweakstest", "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": "3.11.11" } }, "nbformat": 4, "nbformat_minor": 5 }