{ "cells": [ { "cell_type": "markdown", "id": "f303e324", "metadata": {}, "source": [ "# Tutorial 1. Controlling a basic experiment using MeasurementControl\n", "\n", "```{seealso}\n", "The complete source code of this tutorial can be found in\n", "\n", "{nb-download}`Tutorial 1. Controlling a basic experiment using MeasurementControl.ipynb`\n", "```\n", "\n", "## Introduction\n", "\n", "Following this Tutorial requires familiarity with the **core concepts** of Quantify, we **highly recommended** to consult the (short) {ref}`User guide` before proceeding (see Quantify documentation). If you have some difficulties following the tutorial it might be worth reviewing the {ref}`User guide` !\n", "\n", "This tutorial covers the basic usage of Quantify focusing on running basic experiments using {class}`.MeasurementControl`.\n", "The {class}`.MeasurementControl` is the main {class}`~qcodes.instrument.Instrument` in charge of running any experiment.\n", "\n", "It takes care of saving the data in a standardized format as well as live plotting of the data during the experiment.\n", "Quantify makes a distinction between {ref}`Iterative` measurements and {ref}`Batched` measurements.\n", "\n", "In an {ref}`Iterative` measurement, the {class}`.MeasurementControl` processes each setpoint fully before advancing to the next.\n", "\n", "In a {ref}`Batched` measurement, the {class}`.MeasurementControl` processes setpoints in batches, for example triggering 10 samples and then reading those 10 outputs.\n", "This is useful in resource constrained or overhead heavy situations.\n", "\n", "Both measurement policies can be 1D, 2D or higher dimensional. Quantify also supports adaptive measurements in which the datapoints are determined during the measurement loop, which are explored in subsequent tutorials.\n", "\n", "This tutorial is structured as follows.\n", "In the first section we use a 1D Iterative loop to explain the flow of a basic experiment.\n", "We start by setting up a noisy cosine model to serve as our mock setup and then use the meas_ctrl to measure this.\n", "We then execute an analysis on the data from this experiment.\n", "\n", "### Import modules and instantiate the MeasurementControl" ] }, { "cell_type": "code", "execution_count": 1, "id": "c07d8c84", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_616/1623469907.py:3: DeprecationWarning: This package has reached its end of life. It is no longer maintained and will not receive any further updates or support. For further developments, please refer to the new Quantify repository: https://gitlab.com/quantify-os/quantify\n", " import quantify_core.visualization.pyqt_plotmon as pqm\n" ] } ], "source": [ "import numpy as np\n", "\n", "import quantify_core.visualization.pyqt_plotmon as pqm\n", "from quantify_core.analysis import base_analysis as ba\n", "from quantify_core.analysis import cosine_analysis as ca\n", "from quantify_core.data.handling import (\n", " default_datadir,\n", " set_datadir,\n", ")\n", "from quantify_core.measurement import MeasurementControl\n", "from quantify_core.utilities.examples_support import mk_cosine_instrument\n", "from quantify_core.utilities.experiment_helpers import create_plotmon_from_historical\n", "\n", "from quantify_core.utilities.inspect_utils import display_source_code\n", "from quantify_core.visualization.instrument_monitor import InstrumentMonitor\n" ] }, { "cell_type": "markdown", "id": "ef897f1e", "metadata": {}, "source": [ "Before instantiating any instruments or starting a measurement we change the\n", "directory in which the experiments are saved using the\n", "{meth}`~quantify_core.data.handling.set_datadir`\n", "\\[{meth}`~quantify_core.data.handling.get_datadir`\\] functions.\n", "\n", "----------------------------------------------------------------------------------------\n", "\n", "⚠️ **Warning!**\n", "\n", "We recommend always setting the directory at the start of the python kernel and stick\n", "to a single common data directory for all notebooks/experiments within your\n", "measurement setup/PC.\n", "\n", "The cell below sets a default data directory (`~/quantify-data` on Linux/macOS or\n", "`$env:USERPROFILE\\\\quantify-data` on Windows) for tutorial purposes. Change it to your\n", "desired data directory. The utilities to find/search/extract data only work if\n", "all the experiment containers are located within the same directory.\n", "\n", "----------------------------------------------------------------------------------------" ] }, { "cell_type": "code", "execution_count": 2, "id": "eb719e1f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data will be saved in:\n", "/root/quantify-data\n" ] } ], "source": [ "set_datadir(default_datadir()) # change me!\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "00fc671f", "metadata": {}, "outputs": [], "source": [ "meas_ctrl = MeasurementControl(\"meas_ctrl\")\n", "\n", "# Create the live plotting instrument which handles the graphical interface\n", "# Two windows will be created, the main will feature 1D plots and any 2D plots will go to the secondary\n", "plotmon = pqm.PlotMonitor_pyqt(\"plotmon\")\n", "# Connect the live plotting monitor to the measurement control\n", "meas_ctrl.instr_plotmon(plotmon.name)\n", "\n", "# The instrument monitor will give an overview of all parameters of all instruments\n", "insmon = InstrumentMonitor(\"InstrumentMonitor\")\n" ] }, { "cell_type": "markdown", "id": "7b509735", "metadata": {}, "source": [ "### Define a simple model\n", "\n", "We start by defining a simple model to mock our experiment setup (i.e. emulate physical setup for demonstration purposes).\n", "We will be generating a cosine with some normally distributed noise added on top of it." ] }, { "cell_type": "code", "execution_count": 4, "id": "5d563d01", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
def mk_cosine_instrument() -> Instrument:\n",
       "    """A container of parameters (mock instrument) providing a cosine model."""\n",
       "\n",
       "    instr = Instrument("ParameterHolder")\n",
       "\n",
       "    # ManualParameter's is a handy class that preserves the QCoDeS' Parameter\n",
       "    # structure without necessarily having a connection to the physical world\n",
       "    instr.add_parameter(\n",
       "        "amp",\n",
       "        initial_value=0.5,\n",
       "        unit="V",\n",
       "        label="Amplitude",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "freq",\n",
       "        initial_value=1,\n",
       "        unit="Hz",\n",
       "        label="Frequency",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "t", initial_value=1, unit="s", label="Time", parameter_class=ManualParameter\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "phi",\n",
       "        initial_value=0,\n",
       "        unit="Rad",\n",
       "        label="Phase",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "noise_level",\n",
       "        initial_value=0.05,\n",
       "        unit="V",\n",
       "        label="Noise level",\n",
       "        parameter_class=ManualParameter,\n",
       "    )\n",
       "    instr.add_parameter(\n",
       "        "acq_delay", initial_value=0.02, unit="s", parameter_class=ManualParameter\n",
       "    )\n",
       "\n",
       "    def cosine_model():\n",
       "        sleep(instr.acq_delay())  # simulates the acquisition delay of an instrument\n",
       "        return (\n",
       "            cos_func(instr.t(), instr.freq(), instr.amp(), phase=instr.phi(), offset=0)\n",
       "            + np.random.randn() * instr.noise_level()\n",
       "        )\n",
       "\n",
       "    # Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit\n",
       "    instr.add_parameter(\n",
       "        name="sig", label="Signal level", unit="V", get_cmd=cosine_model\n",
       "    )\n",
       "\n",
       "    return instr\n",
       "
\n" ], "text/latex": [ "\\begin{Verbatim}[commandchars=\\\\\\{\\}]\n", "\\PY{k}{def}\\PY{+w}{ }\\PY{n+nf}{mk\\PYZus{}cosine\\PYZus{}instrument}\\PY{p}{(}\\PY{p}{)} \\PY{o}{\\PYZhy{}}\\PY{o}{\\PYZgt{}} \\PY{n}{Instrument}\\PY{p}{:}\n", "\\PY{+w}{ }\\PY{l+s+sd}{\\PYZdq{}\\PYZdq{}\\PYZdq{}A container of parameters (mock instrument) providing a cosine model.\\PYZdq{}\\PYZdq{}\\PYZdq{}}\n", "\n", " \\PY{n}{instr} \\PY{o}{=} \\PY{n}{Instrument}\\PY{p}{(}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{ParameterHolder}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{)}\n", "\n", " \\PY{c+c1}{\\PYZsh{} ManualParameter\\PYZsq{}s is a handy class that preserves the QCoDeS\\PYZsq{} Parameter}\n", " \\PY{c+c1}{\\PYZsh{} structure without necessarily having a connection to the physical world}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{amp}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.5}\\PY{p}{,}\n", " \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{V}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Amplitude}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\\PY{p}{,}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{freq}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mi}{1}\\PY{p}{,}\n", " \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Hz}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Frequency}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\\PY{p}{,}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{t}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mi}{1}\\PY{p}{,} \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{s}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Time}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{phi}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mi}{0}\\PY{p}{,}\n", " \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Rad}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Phase}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\\PY{p}{,}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{noise\\PYZus{}level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.05}\\PY{p}{,}\n", " \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{V}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Noise level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,}\n", " \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\\PY{p}{,}\n", " \\PY{p}{)}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{acq\\PYZus{}delay}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{initial\\PYZus{}value}\\PY{o}{=}\\PY{l+m+mf}{0.02}\\PY{p}{,} \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{s}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{parameter\\PYZus{}class}\\PY{o}{=}\\PY{n}{ManualParameter}\n", " \\PY{p}{)}\n", "\n", " \\PY{k}{def}\\PY{+w}{ }\\PY{n+nf}{cosine\\PYZus{}model}\\PY{p}{(}\\PY{p}{)}\\PY{p}{:}\n", " \\PY{n}{sleep}\\PY{p}{(}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{acq\\PYZus{}delay}\\PY{p}{(}\\PY{p}{)}\\PY{p}{)} \\PY{c+c1}{\\PYZsh{} simulates the acquisition delay of an instrument}\n", " \\PY{k}{return} \\PY{p}{(}\n", " \\PY{n}{cos\\PYZus{}func}\\PY{p}{(}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{t}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{freq}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{amp}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{phase}\\PY{o}{=}\\PY{n}{instr}\\PY{o}{.}\\PY{n}{phi}\\PY{p}{(}\\PY{p}{)}\\PY{p}{,} \\PY{n}{offset}\\PY{o}{=}\\PY{l+m+mi}{0}\\PY{p}{)}\n", " \\PY{o}{+} \\PY{n}{np}\\PY{o}{.}\\PY{n}{random}\\PY{o}{.}\\PY{n}{randn}\\PY{p}{(}\\PY{p}{)} \\PY{o}{*} \\PY{n}{instr}\\PY{o}{.}\\PY{n}{noise\\PYZus{}level}\\PY{p}{(}\\PY{p}{)}\n", " \\PY{p}{)}\n", "\n", " \\PY{c+c1}{\\PYZsh{} Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit}\n", " \\PY{n}{instr}\\PY{o}{.}\\PY{n}{add\\PYZus{}parameter}\\PY{p}{(}\n", " \\PY{n}{name}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{sig}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{label}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{Signal level}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{unit}\\PY{o}{=}\\PY{l+s+s2}{\\PYZdq{}}\\PY{l+s+s2}{V}\\PY{l+s+s2}{\\PYZdq{}}\\PY{p}{,} \\PY{n}{get\\PYZus{}cmd}\\PY{o}{=}\\PY{n}{cosine\\PYZus{}model}\n", " \\PY{p}{)}\n", "\n", " \\PY{k}{return} \\PY{n}{instr}\n", "\\end{Verbatim}\n" ], "text/plain": [ "def mk_cosine_instrument() -> Instrument:\n", " \"\"\"A container of parameters (mock instrument) providing a cosine model.\"\"\"\n", "\n", " instr = Instrument(\"ParameterHolder\")\n", "\n", " # ManualParameter's is a handy class that preserves the QCoDeS' Parameter\n", " # structure without necessarily having a connection to the physical world\n", " instr.add_parameter(\n", " \"amp\",\n", " initial_value=0.5,\n", " unit=\"V\",\n", " label=\"Amplitude\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"freq\",\n", " initial_value=1,\n", " unit=\"Hz\",\n", " label=\"Frequency\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"t\", initial_value=1, unit=\"s\", label=\"Time\", parameter_class=ManualParameter\n", " )\n", " instr.add_parameter(\n", " \"phi\",\n", " initial_value=0,\n", " unit=\"Rad\",\n", " label=\"Phase\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"noise_level\",\n", " initial_value=0.05,\n", " unit=\"V\",\n", " label=\"Noise level\",\n", " parameter_class=ManualParameter,\n", " )\n", " instr.add_parameter(\n", " \"acq_delay\", initial_value=0.02, unit=\"s\", parameter_class=ManualParameter\n", " )\n", "\n", " def cosine_model():\n", " sleep(instr.acq_delay()) # simulates the acquisition delay of an instrument\n", " return (\n", " cos_func(instr.t(), instr.freq(), instr.amp(), phase=instr.phi(), offset=0)\n", " + np.random.randn() * instr.noise_level()\n", " )\n", "\n", " # Wrap our function in a Parameter to be able to associate metadata to it, e.g. unit\n", " instr.add_parameter(\n", " name=\"sig\", label=\"Signal level\", unit=\"V\", get_cmd=cosine_model\n", " )\n", "\n", " return instr" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We create an instrument to contain all the parameters of our model to ensure\n", "# we have proper data logging.\n", "display_source_code(mk_cosine_instrument)\n" ] }, { "cell_type": "code", "execution_count": 5, "id": "6157bb2b", "metadata": {}, "outputs": [], "source": [ "pars = mk_cosine_instrument()\n" ] }, { "cell_type": "markdown", "id": "f42e02aa", "metadata": {}, "source": [ "Many experiments involving physical instruments are much slower than the time it takes to simulate our `cosine_model`, that is why we added a `sleep()` controlled by the `acq_delay`.\n", "\n", "This allows us to exemplify (later in the tutorial) some of the features of the meas_ctrl that would be imperceptible otherwise." ] }, { "cell_type": "code", "execution_count": 6, "id": "df9936fb", "metadata": {}, "outputs": [], "source": [ "# by setting this to a non-zero value we can see the live plotting in action for a slower experiment\n", "pars.acq_delay(0.0)\n" ] }, { "cell_type": "markdown", "id": "85faac5a", "metadata": {}, "source": [ "## A 1D Iterative loop\n", "\n", "### Running the 1D experiment\n", "\n", "The complete experiment is defined in just 4 lines of code. We specify what parameter we want to set, time `t` in this case, what points to measure at, and what parameter to measure.\n", "We then tell the {ref}`MeasurementControl` `meas_ctrl` to run which will return an {class}`~xarray.Dataset` object.\n", "\n", "We use the {class}`.Settable` and {class}`.Gettable` helper classes to ensure our parameters contain the correct attributes." ] }, { "cell_type": "code", "execution_count": 7, "id": "66f1d928", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "f5f39bf6890640f6ae42c81c18ab9336", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "meas_ctrl.settables(\n", " pars.t\n", ") # as a QCoDeS parameter, 't' obeys the JSON schema for a valid Settable and can be passed to the meas_ctrl directly.\n", "meas_ctrl.setpoints(np.linspace(0, 2, 50))\n", "meas_ctrl.gettables(\n", " pars.sig\n", ") # as a QCoDeS parameter, 'sig' obeys the JSON schema for a valid Gettable and can be passed to the meas_ctrl directly.\n", "dataset = meas_ctrl.run(\"Cosine test\")\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "c68fcdcd", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 9, "id": "ff12b8b2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('20250714-171549-635-2ebb2d', 'Cosine test')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The dataset has a time-based unique identifier automatically assigned to it\n", "# The name of the experiment is stored as well\n", "dataset.attrs[\"tuid\"], dataset.attrs[\"name\"]\n" ] }, { "cell_type": "markdown", "id": "4e4e8604", "metadata": {}, "source": [ "The {ref}`dataset` is stored as an {class}`xarray.Dataset` (you can read more about xarray project at ).\n", "\n", "As shown below, a **Data variable** is assigned to each dimension of the settables and the gettable(s), following a format in which the settable takes the form x0, x1, etc. and the gettable(s) the form y0, y1, y2, etc.. You can click on the icons on the right to see the attributes of each variable and the values.\n", "\n", "See {ref}`data-storage` in the {ref}`User guide` for details." ] }, { "cell_type": "code", "execution_count": 10, "id": "f74fc466", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 800B\n",
       "Dimensions:  (dim_0: 50)\n",
       "Coordinates:\n",
       "    x0       (dim_0) float64 400B 0.0 0.04082 0.08163 0.1224 ... 1.918 1.959 2.0\n",
       "Dimensions without coordinates: dim_0\n",
       "Data variables:\n",
       "    y0       (dim_0) float64 400B 0.4672 0.5395 0.4274 ... 0.4336 0.4879 0.525\n",
       "Attributes:\n",
       "    tuid:                             20250714-171549-635-2ebb2d\n",
       "    name:                             Cosine test\n",
       "    grid_2d:                          False\n",
       "    grid_2d_uniformly_spaced:         False\n",
       "    1d_2_settables_uniformly_spaced:  False
" ], "text/plain": [ " Size: 800B\n", "Dimensions: (dim_0: 50)\n", "Coordinates:\n", " x0 (dim_0) float64 400B 0.0 0.04082 0.08163 0.1224 ... 1.918 1.959 2.0\n", "Dimensions without coordinates: dim_0\n", "Data variables:\n", " y0 (dim_0) float64 400B 0.4672 0.5395 0.4274 ... 0.4336 0.4879 0.525\n", "Attributes:\n", " tuid: 20250714-171549-635-2ebb2d\n", " name: Cosine test\n", " grid_2d: False\n", " grid_2d_uniformly_spaced: False\n", " 1d_2_settables_uniformly_spaced: False" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dataset\n" ] }, { "cell_type": "markdown", "id": "cf31058f", "metadata": {}, "source": [ "We can play with some live plotting options to see how the meas_ctrl behaves when changing the update interval." ] }, { "cell_type": "code", "execution_count": 11, "id": "54678ecd", "metadata": {}, "outputs": [], "source": [ "# By default the meas_ctrl updates the datafile and live plot every 0.1 seconds (and not faster) to reduce overhead.\n", "meas_ctrl.update_interval(\n", " 0.1\n", ") # Setting it even to 0.01 creates a dramatic slowdown, try it out!\n", "\n" ] }, { "cell_type": "markdown", "id": "589fa31f", "metadata": {}, "source": [ "In order to avoid an experiment being bottlenecked by the `update_interval` we recommend setting it between ~0.1-1.0 s for a comfortable refresh rate and good performance." ] }, { "cell_type": "code", "execution_count": 12, "id": "d361e9e1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "671ecf5e1863493ea829d982326089bd", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "meas_ctrl.settables(pars.t)\n", "meas_ctrl.setpoints(np.linspace(0, 50, 1000))\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"Many points live plot test\")\n" ] }, { "cell_type": "code", "execution_count": 13, "id": "b838768d", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.main_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "b8fb0eb8", "metadata": {}, "outputs": [], "source": [ "pars.noise_level(0) # let's disable noise from here on to get prettier figures\n" ] }, { "cell_type": "markdown", "id": "c1bd86b6", "metadata": {}, "source": [ "## Analyzing the experiment\n", "\n", "Plotting the data and saving the plots for a simple 1D case can be achieved in a few lines using a standard analysis from the {mod}`quantify_core.analysis.base_analysis` module.\n", "In the same module you can find several common analyses that might fit your needs.\n", "It also provides a base data-analysis class ({class}`~quantify_core.analysis.base_analysis.BaseAnalysis`) -- a flexible framework for building custom analyses, which we explore in detail in {ref}`a dedicated tutorial `.\n", "\n", "The {class}`~xarray.Dataset` generated by the meas_ctrl contains all the information required to perform basic analysis of the experiment. Running an analysis can be as simple as:" ] }, { "cell_type": "code", "execution_count": 15, "id": "06d5e22b", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAucAAAHgCAYAAAAG6sPtAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8ekN5oAAAACXBIWXMAAA9hAAAPYQGoP6dpAADndElEQVR4nOzdd3hUZfbA8e87k15Jb5SE3lsg0kQBFSyAbV1R17Y21lVX17Kr67quP3VdXV372hu7igVQLIjSBOlSQ2+BkN5I7/P+/rgzYZJMKklmkpzP88yjuXPn3jNJJpz73vOeV2mtEUIIIYQQQjifydkBCCGEEEIIIQySnAshhBBCCOEiJDkXQgghhBDCRUhyLoQQQgghhIuQ5FwIIYQQQggXIcm5EEIIIYQQLkKScyGEEEIIIVyEJOdCCCGEEEK4CEnOhRBCCCGEcBGSnAshuhWl1I1KKa2UinV2LEIIIURdkpwL0QUppXoopd5USmUppYqVUquUUmNd8TxKqcuUUt8ppbKVUhVKqVSl1KdKqeltHa+zKaV+p5S6sZ3PMVQp9Te5+BBCiM5Jaa2dHYMQog0ppUzAWmAU8CyQDfwO6AXEa60PucJ5lFIKeBe4EdgOfA6kA1HAZUA8MFlrvb4t4rU7rxlwB8p1B/8BVEolAtla63Pb8RxXAp8B07TWq9vrPEIIIdqHm7MDEEK0uSuBScCvtNafAyilPgUOAo8D17jIef6IkZj/G7ivTqL8pFLqN0BVG8VaQ2tdDVS39XGFEEKItiBlLUJ0Akopb6XUfuvD2257sFIqTSm13joiDEbSnAEssu2ntc4CPgXmKqU8GznPNGs99mUOnrvG+tzENjiPN/BnYD9wv6MRbK31R1rrzXav6auU+kwplauUKlFKbVRKXezg2HcppfZY98lTSm1VSl1j93y9mnOlVJJS6mul1BSl1GalVJlS6qhS6noHx++hlPq3UipZKVWulDqslHrIeiehQUqpJGAYcI71/Foptbqlx1VKXa2U+kUpVaiUKlBK7VZK3WN7bxij5gCr7M5zbmOxCSGEcB2SnAvRCWitS4EbgP7Ak3ZPvQoEAjdaR4QBxgDbtNaWOofZDPgAAxs51WogGbjWwXPXAke01hva4DxTgGDgf3ZxN0gpFQGsB2YCrwGPAF7AV/YXEkqpW4GXgL3AH4DHgB3AWU2dA+N7+znwA8aofh7wvlJqmN3xfYA1wHXAh8DdwM/A08DzTRz/D8BJjAuS31gfT7bkuEqp84GPrbE9BPwJ42c22brLT9b3D/CU3Xn2NeP9CyGEcAFS1iJEJ6G13qSU+ifwkFJqMRABXA38QWt90G7XKIwkra4063+jgd0NnEMrpRYA9ymlArXW+QBKqTDgAmpfGLT6PMAQ638ber6uP2G837O11uusMb0F7AKeV0p9ab1IuBjYo7X+VTOPa28QMFVrvdZ6/E8xLlRuAu637nMf0A8YY1dT/4ZSKhV4QCn1L611sqODa62XKKX+D6PmfEGdp5t73IuBAmCmo4sarfVRpdRajOT+B6k5F0KIzkdGzoXoXP4G7AE+wBhBXsPpkVIbb6DcwWvL7J5vzIeAJ0bZis2vMS7m7ZPKMzlPgPW/hU3EYnMRsNmWmANorYuAN4FYYKh18ymgp1JqfDOPa2+vLTG3Hj8LOAD0tdvnVxiTYPOUUqG2B/AjYAamtuK8LTnuKcAXOL+V5xFCCOHiJDkXohPRWlcANwNxgD9wk4N67VKM5LouL7vnUUqFKaUi7R5+1nPsB7ZQu7TlWmCj1vpwS8/TgALrf/0b2cdeH4xEua59ds8DPAMUAZuVUoeUUq8qpSY7eJ0jJxxsywOC7L4eAMwCsuo8frQ+H97Mc9XV3OO+hjHh9jul1Eml1LtKqVmtPKcQQggXJGUtQnQ+M63/9cJI6o7VeT4No+SkLtu2VOt/t3A6qQWjw8rfrP//IfCiUqonRgI+Afh9K8/jyH7rf0cASxrZr0W01vuUUoOASzCS3SuA3yml/q61fqyJlzdU+67s/t+EUZP+zwb2PdjA9qY067ha60yl1GiM34ELrY+blFIfaq1vaOW5hRBCuBBJzoXoRJRSI4G/Au8Bo4G3lVIjbLXhVjuAs5VSpjqTNc8CSjidQF5L7dKTo3b//wnGRMR51n0qgYV1wmnueRxZhzEqPU8p9VQzJoUex6gJr2uw3fMAaK2LrbEuVEp5YHSTeUQp9bTWuszBMVriCOCntf6xyT0da6iverOPa717shRYau3k8hpwu1LqCeudDVm8QgghOjEpaxGik1BKuQPvY4xI34PRIzwCeKHOrp9bt19u99pQjLrmpVrrcgCt9c9a6x/tHjXJudY6G/gOo3vItcAy67YWn8cRrXUJRgnKEOAZpZSqu49S6jqlVIL1y2+BBLs2jiilfIHbgCSM7iwopULqnKfC+pzCWHjoTH0KTFRKzaz7hLUVYlMDHsVAj9Ye18H7s2BMioXTJUbF1v86Oo8QQggXJyPnQnQef8EYLZ+htS4Ediml/g78n1Lqc631t9b9Pgc2Au8ppYZyeuVOM0Zrweb60HosgEcdPH+m53kWo+/3H4FpSinbCqGRwKVAAsYiRwD/wBjF/04p9RKQi9FaMg64wm7kfrlSKh2jDWEGRvL/e+Ab6/fsTD0LzAG+Vkq9D/yCMUFzBMYE2liM70NDfgHmK6X+AhwGMrXWK1tw3LeVUsHASoy2jH2AuzDuYtjq73dglOg8pJQKxJi0u1JrnXmG710IIURH0FrLQx7ycPEHMBajtOSlOtvNGH3FU4AedtuDgLcxErpijF7Y41p4Tg+MJPgU4NXAPm1xniuA74Ec63tMxSirOafOfn0xFtjJw5hsugm4uM4+t2F0sMnG6BpzGKOOO8BunxsxSj9i7bYlAV87iG01sLrONj+MHuKHMBLfLIyLgT8C7k281wjga4wJsdr+2M05rt33KsO6z3HgP0BknfPcglEqU2U9z7nO/h2WhzzkIQ95NO+htJbyRCFEfdZSilSMEpXfOjseIYQQojuQmnMhREMuBcIwyluEEEII0QFk5FwIUYtS6ixgJEadebbWeqyTQxJCCCG6DRk5F0LUNR94HcgErndyLEIIIUS3IiPnQgghhBBCuAgZORdCCCGEEMJFSHIuhBBCCCGEi5DkXHQ6SqkblVJaKRXbjH2TrIu6CCFckFLqfaVUUTP2i7V+7u/voLi0UupvHXEuIYSwJ8m56FBKqUlKqb8ppXo4O5amKKUGK6X+qZTaoZQqVEqlKaW+UUqNa2D/GKXUp0qpU0qpAqXUl0qpvnX26aWUekwptVkplaeUylZKrVZKnefgeLaLEEePSAf7z1FKbVNKlSmlTiilHq+7nLz1XA0ds7LOvr9WSi1QSh2yPr+6md+3R6z7JzZn/5acy5rINRS/VkrF2O17gVLqHaVUolKqWimV1MAxYxs53tWNxOyulNrbUMKolOqvlPrc+nMuUUqtU0pNa+73xHoMD6XUw0qp/dafa4b1d7Cn3T7DlFKfKaWOWs+TrZT6SSk1uwXfv/3NjGe8UuoVpdQepVSx9ffsU6XUwJa8r/amlJqhlHpXKXXQ+j05qpR6WykV5ezYhBCiKW5N7yJEm5qEsbT7+xgrT7bGRxgrSJa3TUgNugX4LfAF8BoQCNwObFRKzdJa/2jbUSnlB6yy7vMUxkqX9wJrlFKjtdY51l3nAg8BS4APMD6D1wM/KKVu1lq/5yCOvwLH6mw7Zf+FUupC6zFXYyznPgL4CxCO0X3F5kmMFT3t+WKsMrm8zvb5QDywBQhxEFc91qTxYYzVQluiued6A/ixzjaFEX+S1jrFbvs1wK+BbRiLKTXlY+DbOts2NLL/XUBvR08opXpZX1sNPIvx/bgJWK6UmqG1/qmpYJRS7sA3GJ+Zt4BdGCuynoXxe3bSumsfwB/j9ykV8MFYSfQrpdTtWus36xy6HON3215+U/FYPQRMxlipdRcQCfwe2KaUmqC1bvYFWTt7BgjGiPMQxuqyvwcusX4e050ZnBBCNMrZS5TKo3s9gPups3R6O58vCXi/la+NB/zqbAvBaDG4rs72B63va7zdtsEYy6c/ZbdtGBBa57WewD4guc72G63HHNeMWPcAOwA3u23/B1iAwU289jrrea6ps70XYLL+fyJ1lrFv4FifACswLhISW/C9bvG57F47xRr/w3W2R3N62fuvMZJ3R6+Ptb7+/hacMxzjAulRR68FXsW4QBtkt80HOAH80sxzPAhUAAmt+N01W38f9tfZ/j5Q1JrPg/X1kwCPOtsGAGXAglYes1kxteTnBEy1/T7V2aaB/2tmXBr4W2u/V/KQhzzk0dqHlLWIDqOM+s1nrV8es7ulHmtXWnCjg9fVqv1UDmrOleEvSqmT1tvYq5RSwxqIo59Sql9T8Wqtf9FaF9XZlgOsBYbU2f1KYIvWeovdvvsxEtWr7Lbt0Vpn1zlmOcaIbU+llH8DMfsrpcwNPDcUGAq8qbWusnvqNYxR5SsbfaPGCHMx8GWduJK11pYmXmsfx1Truf7Q3Ne09lx1XIORSP2vzjFTtdaVjl/imFLKVynl0Yxd/wEcABY08PzZwHat9QG7eEqAr4CxSqkBTcRhAu4BFmutNyul3JRSPs16E8a5qoFkoEcDxzcrpQKaezy7467XWlfU2XYI4+Kw7mcCpdSFSqm11hKYQmtJTkOfy75Kqe+t+6Yqpf6qlFIN7HuvUuq4UqpUKbVGKTW8Tkw/1f190sbdity6cSqlPJVSLyilsqwxfmVfNiSEEB1NknPRkRZhlA6AUfLxG+sjqw2O/XfgCWAn8ABwFKNMw9fBviusj9aKBGoSbGsiNRLY6mDfzUC/hpLuOscssT7qWgUUACXWxKFuYjfG+t9a59dap2KUPoyhAUqpMOB8YInWuqWlKPbHMQMvA29rrXe39jitOK87xsXPeq110hke7jGgCChTSm1RSl3QwDkTgBswLkIaWijCEyh1sN32841vIpahGCP/u5RSb2JcPBUrpXY1VLduvbAItV583gtciOPfcx+M36d8pVSuUupVa1lWq1gT6AjsPhPW7b/BKMspwiiHecL6vtap+pO5zcAyIAPjjsEvwOPWR13XA3dj3J14GhgOrFRKRTQRpx/gVzdOjDKvP2D8vfgTxh2Pbxo7lhBCtCepORcdRmu9Sym1DZiHkQwm2Z6zJomtYn3tgxj/oM7WWmvr9icx6p/bjFLqbGAiRsmITTBGMpbm4CW2bdEYI62OjtkfuBz4zDriaVOCccvflpzHA/cB65VSY7XWydb9bJPcGjp/dCNv6dcYfwf+28g+zXEHRu1zvYmt7WwmRqnRmcRvwUjMFgMpGPXJ9wHfKaXmaK1rEjVrIvoysFBrvcFBkmlzADhbKeWvtS602z7F+t8YB6+xZ7sAuxdjtPd269cPA8uUUuO11rvqvOZfdvtZMC6Gf19nnzTgnxh1+CZgFvA7YJRS6tw6d16a61qM9/NX2wZrIvwSxsXabXbbP8D43jwM3GZ3DC9gmdb6but+rwFLgYeUUi/VudvUHxigrfMLlFLLgE0YFwD3NRLnHwAPYKFdPKMwyrpe01rfad38qlLqvxgX3EII0eEkORddwXkY/+i+bEvMrf6Ng+Rcax3bmpMopcIxSieOYSQ4Nt7W/zqaoFpWZ5+6x/TBmLRWijFqZx/np8CndpuWKKW+B34CHsFIiJtz/sbKF67BuHPxQyP7NEopFYL1zoXWui3ugrTENRgjnZ82tWNDtNYnMJL8Gkqpj4C9GAmv/SjqjRiTbZsqFXodmA0sVEo9gjHy/TvA1unH4e+DHdtItj8wxnYhppRaCRzGuBi9rs5r/g18jnExdhXGaHStEh2t9Z/rvOYTpdRBjInCV2LMGWg2pdRgjBHsDRgTUm3Oxyip+VgpFWq3vRojkXY0+v+KXZxaKfUKcDHG59s+riXabuKvtexnE3ARDSTn1pKrx4BPtdYr7Z66yPrfl+q85N8Yv1tCCNHhpKxFdAV9rP89ZL/RmijmtcUJlFK+GJMK/YG5dWrRbeULng5e6lVnH/tjmjGSjqHAldYylEZprddhJDf2I9RNnd9ReQXKaPM4EWMUuDUjpjb/hzG6+3JjOymlgpVSkXaPwDM4p210di7wvT7dDadNaK1zgfeAQbb6Y2uN9tPAs3Z3LRp6/XcY3VymYoxSH8BINB+x7lJkPWZgne9JsPV528/sZ/tzWS8k1mFMzKx7zv1a6x+11h9qrS/BSPCXNlS3becFjJH286wxmevEFOmoDl8Z7Ty/wej0cmWduz62kf+VGBd/9o8LMCbU2rNglKLZO2j9b2yd7Yeo76CD/WxxDsa4K5JI/S41faznPlJnu8O7XEII0RFk5Fy4Coe1uw1NguxI1sRkEcZt7pm6fru4XIxRa0c9lG3bHCXebwGXANfWGc1rSjIwyO5rWzlLlPW5uuff3MBxbCODrS4Jsda/34ZRMhBtlwd6Ae7Wso8Ca7K7CDjH7uUfYIxEt9alGPXTZ1qS0xDb9zIYo3b/fqxlEXblLLaJg0HWbam2CZNa61eUUu9h/N5UYHRP+a11f1vi+SJG/brNGuBcTv++ZDiIK5NG5hHY+Ryj9eRAGkk2tdalSqkcjPcJRuecuq07p2F04AGMiwrgO4zR8bMdXFjaBn5+AzhqW3gmF4PNpoyWlssxLiAuqlNiJIQQLkmSc9HRGppAZxvh7lFnex+adtz63wHYjb5Za9GDWhJcXdbJnh8CM4CrtNZr6u6jtbYopXZzumTB3lnA0bpJgVLqWYy+13/QWn/s4HWN6UvtSbQ7rP8dh10irpSKxkge6/a5trkGOKK13tjC89uLwUjEXqJ+aQAYSd6LGMn7H6n982hO7/HGXIsxAv3VGR6nIbYFpGzf694Y8e9xsO/D1scYTv88sE6yremVrozFpkqBn62b/kntji+2z8FujHIdR7Xp0TRvErWtdKbROxTWycqhdsdMxyhLsbfTbn8vjHrwgcB5Wuu9Dg5rG4nO1HbrATTChPH9Pmi3zbawUVKdfR11uhlYdz9rudVyjDtKM7TWjuZkHLeeux+1L2AGOdhXCCE6hCTnoqPZOoL0sN+otS5QSmVjlAH82+6p3zXjmD9iJDJ3KaWW29Wd/8HRzsraRlFrXfdWtiMvY0yavF1rvaiR/T4H/qGUGqe13mo9zyBgOvBcnfM/gDEK+5TW+sWGDqiUCqtbw62UughjYmhNIqy13qOMFR5vU0q9YVdeMB/jYuhzB8ceg9FS7olG3lNzJAKXOdj+fxglQPdgTdS01r+c4blqWC+8zgM+trYoPKNjOfg+xwA3A7vskrqXMBZ6sheOMTr9PkYryrojzvbHnIQx8fd1rXU+gDWxrZfcaq0LlVLfYiyaM9jalhOl1BCMkpY37I4brrXOrHMud4yuJqW241uTancHo8ePYrTcXGY9dxn1F3qyHdeMMaFyIkZ5V0OLNH2PMYn5YaXUqrotLR19zzEmr9omhCrr15XU7zhzqVIqxm5CaALGRfC/7Y7vi9GeNAaYZm336Mh3GIuG3Q3cabf9Dw3sL4QQ7U6Sc9HRbAnak0qpTzD+8V1qHWF8G/iTUuptjLaAUzk9etYgrXWWUuo54M/A19akZgxGK7m6bdPg9D/2sY0dVyn1B4yLgw0YbQzrTsBbbNd+8DXgVuAbayyVGJPTMjAmFdqOeRnGaOkhYJ+DY/6gtbaVMqxXSm3H+F7kA2MxEsZkjITC3gMYI8jLrd/X4RjJzdta630O3t611v82WBJinUQ31fplGOCrlPqL9eufrL2ks6mfsNq+d2it6z3X2nPVeUmTXWaUUiOBOdYv+wOBdsfcqbVeav3/f1ov2FZgjObHYnQ98cW4uMD6XrZh1I/bnyPW+r977N+rUqoPxiTVrzBGoodhTODdRfM7CD2MccdmpVLKdjF2N0YZlf3P/w1rPfxPGN1mIjF+voOBP9rNj4gEtiulPgb2W7fNxJgUuYw6fe4b8C+M7+lSILju76/WeoH1vwVKqfkYq/lus/5OZmHcfbgY486BfSeZMmCWtZvLJozP7sUYF7B1k/jDGO0YX8cYFf8DkEPtSdr/BRKAd4Eh1osamyLbz0prvcP6/fidtVRnPcb3vH8zvhdCCNE+tAushCSP7vXAWFb+JEbnhprVQjFuw7+NsfJiAcYIXRh1Vurj9MqZsXbbTBit3FIxWhCuwkiIkqizQqh1W1Iz4nzfep6GHrF19u+J0XklHyjESGD619nnb00c81y7ff8P2G79flRg3IJ/DYhoIN5LrfuXYSTwT2BdIbPOfibr97/RlSqbiPVvTbx2NS1bIbRF58K4YMoAzI0c88ZGjvm+3X7zMGq9MzEuqrIw6uPHNiPuWByvEBqEcdGShjEf4SjGwkX+LfysjMXopFOE8ZlYgtFG0H6fq637pFvjz7V+PafOfj0wkuVDGHewyjDufPzZ0e9JIz/XBn9/Hex/LkbifwpjFP8wxkTb+DqfsyKMspbvrbGlW38nTHb71XyvMS58T1jfw0/ASAef8YbiTKqzrxdG6VU2p8ukejb0uycPechDHu39UFo3VAIshBBCCCGE6EjSSlEIIYQQQggXIcm5EEIIIYQQLkKScyGEEEIIIVyEJOdCCCGEEEK4CEnOhRBCCCGEcBGSnAshhBBCCOEiJDkXQgghhBDCRUhyLoQQQgghhIuQ5FwIIYQQQggXIcm5EEIIIYQQLsLN2QG4AqWUAqKBQmfHIoQQQogW8QdStdba2YEI0RYkOTdEAyedHYQQQgghWqUnkOLsIIRoC5KcGwoBkpOTCQgIcHYsQgghhGiGgoICevXqBXLnW3QhkpzbCQgIkORcCCGEEEI4jUwIFUIIIYQQwkVIci6EEEIIIYSLkORcCCGEEEIIFyHJuRBCCCGEEC7CJZNzpdSdSqkkpVSZUmqTUiqhif17KKVeVUqlKaXKlVIHlVIXdVS8QgghhBBCtAWX69ailPo18DxwB7AJ+APwvVJqkNY608H+HsAPQCZwJUaf0z7AqQ4KWQghhBBCiDbhcsk5cB/wltb6PQCl1B3AxcDNwD8c7H8zEAxM0lpXWrclNXYCpZQn4Gm3yf8MYxZCCCGEEOKMuVRZi3UUPB740bZNa22xfj2xgZfNATYAryqlMpRSiUqph5VS5kZO9Wcg3+4hq4MKIYQQQginc6nkHAgFzEBGne0ZQGQDr+mLUc5iBi4CngD+CPylkfM8DQTaPXq2PmQhhBBCCCHahiuWtbSUCaPe/DatdTXwi1IqBngAeNzRC7TW5UC57WulVEfEKYQQQohOQBmJQQwwCKP0tbG78UI0lwUoAY4Ax6x5az2ulpxnA9VARJ3tEUB6A69JAyrrvMF9QKRSykNrXdH2YQohhBCiK1JKRQQHB9/Yp0+fwXFxcf5RUVHaw8PD2WGJLqCqqkplZ2dz5MiR0hMnTiQppRZorQ/U3c+lknOtdYVS6hdgBrAEQCllsn79SgMv+xm4RillstanAwwE0iQxF0IIIURzKaXCIyMj75wzZ87wG2+88cT48eNPuLm5aWfHJboOi8XC3r17/f73v/8N+uyzz36nlHpVa33Qfh9XqzkHo43irUqpG5RSQ4DXAV/A1r3lQ6XU03b7v47RreVFpdRApdTFwMPAqx0ct0NVVVWUlZWhtXy2hXAVZWVllJaWyudSCFGLyWSaev755494+umn906cOPGUJOairZlMJoYPH170t7/9bd9ll10WExQUNEfVqa92qZFzAK31QqVUGPB3jEmgO4BZWmvbJNHeGDU7tv2TlVIzgReAXRh9zl8EnunIuBty/PhxFixYgLe3N7GxsYwaNYoBAwZgMrnidZEQXdOpU6cIDAxEKUW1RfPF92s4vGMjbh6e9IuLZeTIkQwePFg+l0J0Y0op9969eydMnTr1VHBwcJWz4xFdm4eHh541a1basmXLBufl5YVhzJ8EXDA5B9Bav0IDZSxa63MdbNsATGjnsFqlpKQEgNLSUvbt28e+ffsIDw/nwgsvJDY21rnBCdHFlZWVsXLlSrZu3cp1113HwRJvHl+6l4CiNCZ5QFVFOQcOHODAgQOEhIQwa9Ys+vfv7+ywhRDOERkeHh6RkJCQ5exARPcwZcqU3MjIyKG7d+/ug6sn513JiBEjGDx4MBkZGezdu5ft27eTmZnJBx98wOTJk5k2bRpms0wCF6KtnTx5ks8//5z8/HwAVv2yj//7BTSQRhiHS0MIUqX0Mecx0C2bnJwc/vvf/zJ+/Hhmzpwpn0shuh8vd3d3t5CQkMqmdxXizHl4eGhfX18Ab/vtcg+3A7i7u9OzZ08uuOAC7rrrLsaOHQvA7t27a0bWhRBt58CBA7z//vvk5+cTFBTEtdddx9uHvbAvHq3GRLb25ZeqnnxRNoIkUzQA2dnZ0l5ViO5JKaWU1JmLjmQdCHLtmvOuzsfHh9mzZ9OvXz/CwsLw9/d3dkhCdCm7d+9m8eLFaK0ZOHAgl19+OdtOFpGWX9bgayows6o4mpcuimdG/CCpPRdCOHTgwAGf+fPnT9u2bdvAoqIiX29v77JevXqlP/jgg2tuvPHGZGfHJ7oGSc6dZOjQobW+zsjIICwsTJICIc5Aeno6S5YsQWvNqFGjmDNnDiaTiczC7Ga9XgdEYL3FCMD+/fsZMGCAlLgIcQbS0tIICAio9dnqrC6++OJfV1VVmf/xj38sHj16dN6xY8f8vvnmm7j09HQfZ8fWFoqKisx+fn4OF8YRHUcyQRewb98+3nrrLZYvX+7sUITo1CIiIkhISGD48OHMnTu35mI33N+rWa+332/NmjUsXLiQr7/+WlouCnEGAgMDWbFiBTk5Oc4O5YycOHHC68iRI70feeSRH+64446kCRMm5M+bNy9lwYIF6/70pz8d2LBhQw+l1GOLFy+OtH+NUuqxN998MxbgzTffjFVKPfbiiy/2i4mJud3d3f2RgQMH3rBv3z7f559/vn9ERMSdXl5efz7rrLOuyM7OdrcdZ8CAATeef/75F86aNWuWt7f3Q35+fvffc889YzMzM92nTJky19PT88+hoaF3P//88zUz2isqKtTUqVPnBAcH3+Pu7v5IeHj472+99daz7N/T5MmTLx09evTV11xzzdkBAQF/7N279+9//etfnxMZGfm7uu8/JibmjiuuuGJau3xzRS2SnDtZtUVzIL2A6upqNm3aRGLiHmeHJESnpZRi5syZXHbZZbXqxhPigokK9KKhSnIFRAV6kRAXXLMtOjoapRQ7duxgx44d7Rq3EF2Zj48Pl1xyCQEBAc4O5YyEh4dXeHh4VCxatGhwQUHBGd1Oe+GFF8598sknv124cOE7ubm5AXPmzPnV22+/PeH111//4tVXX/1vYmJiv/vuuy/B/jVr164dHRQUVPLtt9++NXv27M2vvPLKJdOnT78qPj4+edmyZW+MGjXqyKOPPnq5LamvqqpSERERBa+//vpnq1evfvWWW25Z88EHH8x47LHHhtkfd9++fXFJSUmhn3zyyYcLFiz434MPPrg9MzMz9JNPPom27bNo0aLItLS0iHvvvXfHmbxv0TxS1uJEyxLTeHzpXtLyy4h3i2SkezoLv1jM4SIzl04Y7OzwhOg0EhMTGTJkSE35Sd3yMLNJ8djsocxfsA0FtSaG2hL2x2YPxWw6nb4PGDCAadOmsXLlSr799luio6OJiIho3zciRBeSkZFR85kxmUydvmzTy8vL8pe//GXJ008/PSckJGRcr1690kaOHHn85ptvTpwzZ05G00c47cEHH1xpq1FfvHjx9gULFsxYu3btS1OmTMkD+O9//7t369atcRiroAMQExOT/vHHH/8EMHny5LWLFi2aEhAQUPLiiy9uAwgLC1szYsSIccuWLYu47rrrTvr4+Fg+++yz1bbXT548+dSWLVt6ff3118Mef/zxmpFADw+PyuXLl39lX84ydOjQI2+99daYq6++OhXgP//5z5j+/fsn2eIT7atzf1I6sWWJacxfsK1mktq2qhjSq/1wo5rl337Dd7tTnRyhEJ3D3r17+eKLL3jvvfeorm64VHLW8Chev24skYG1S1wiA714/bqxzBoeVe81U6ZMoV+/flRVVbF48eJGjy+EOO3o0aP85z//4csvv+xSZWGPPvrovtTU1H89//zzHyckJBzeuXNn7GWXXXb7/fffP7olx5kxY0ZNMh8eHl7k7u5eaZ/4hoSEFBUUFNQq0o+Li6t5jYeHh/bx8SkZOHBgzbahQ4cWAZw8ebLmdfPnzx/fq1ev23x9fR/w9PR8eNWqVfHZ2dmB9seNiYnJqFtnPm/evF/Wr18//NSpU25FRUXmn3/+ecTll1++vSXvUbSeJOdOUG3RPL50b63RO41ibWUcldpEhLmI979cQbWl6/xBE6I9lJaW8t133wEQFxfX5MTNWcOjWPfQdD6+dQIvXj2aj2+dwLqHpjtMzMEok7nsssvw9vYmIyOD9evXt/l7EKKrKS8v58svvwSMNnFdrTVpjx49qu66666jn3zyyU/Hjh17Z/LkyTveeeedc81mswZqXYyUlpY6zLO8vb1rVjpXSmE2my32zyul0FrXbq/n5lZvH/tttjsTFotFATz66KPD33777Qtmz569/aOPPvpo+fLl/zn77LO3V1VV1fpD6eXlVa+v+x//+MeDbm5u1c8999zgF154YWB1dbXpwQcf3NvU90a0DSlrcYLNx3IdtnUr0p5srezJRI8TDKhKYk3icaaPjO34AIXoJH744QeKiooICQnhnHPOadZrzCbFxH4hzT6Hr68vM2fOZMmSJaxZs4bRo0dLC1QhGrFmzRoKCgro0aMHF1xwAdUWzeZjuWQWlhHub8ztsC8h6+z69++f9csvvwzu379/McCxY8f8gXSA5cuXRzb64na0cePGXn379k1+7bXXtti2paWlBTf2GhsvLy/LtGnTdnzxxRdj3NzcqidOnJgYHBxc1X7RCnuSnDtBZmHD/Zb3V4fRu/oUmRY/4iu6zh8vIdrayZMn2b7duMs6e/Zs3Nza78/ZyJEjSUpKYsiQIZKYC9GIzMxMNm3aBMCFF17IyoM5NXOrbKICvXhs9tAG71i5qsOHD3tfdNFFV11xxRXbJ06cmBESElL+ww8/RH/22WeT4+Pj9wcHB1f16dPn5Ouvvz5l+PDheSdOnPB97rnnpjsr3ri4uNy1a9eOevHFF/uNGDHi1KuvvjoyKSkpOiQk5FRzXn/vvfduO++8834P8OGHH77TrsGKWiQ5d4LG27opllcMABQPBfl1VEhCdCpa65rWo6NHj6ZPnz7tej6lFHPnzm3XcwjR2WmtWbZsGRaLhUGDBnG0wp/5C7ZRt0AzPb+M+Qu2NTjXw1WFh4dXDBky5OSCBQsm/Pvf/w6urq429ejRo+CCCy745a233loL8MYbb3x5xx13zJ09e/btYWFh2X/6059+uPvuu3/jjHife+65rXv37o3805/+9CtAT5o0KXHmzJlbtm7dOqA5r582bVpuXFxcclFRkfe1116b0s7hCjuqK03UaC2lVACQn5+f3yGtnqotminPrCQ9v6zeHy0wukdEBnqx7qHp2O78dbWaPSHOxL59+/j0009xc3Pjrrvu6vAWbSUlJXh6esriRELYOXLkCAsWLMBsNjP/d3dyyRvbGlyZ1/7fuTMpcSkoKCAwMBAgUGtd0OoDAUqpgZMmTfrbokWLkiIiIirO5FhdgcViITw8/O45c+Zseffddzc4O56u6sorrxz2xRdfvKK1XmPbJhNCncDW1g2o13fZvq3b8aRjvPPOO+zbt69D4xPC1QUHBxMXF8ekSZNqJebVFs2GIzl8uSOFDUdy2mVS9bZt23j55ZfZuXNnmx9biM6sqqqKgIAAxo8fz8E8S4OJORjtTNPyy9h8LLfjAhTNduDAAZ/58+cnFBYW+v31r3+VLi0dTMpanMTW1q1uLV6kXS3eqlWrSElJYfXq1QwZMkRGz4WwioiI4De/+U2trgj26wbYtEdta3l5OWVlZfz000+MGjVKRs+FsBo0aBD9+vWjurqaZfuym/WaxuZgCecZPHjwAz4+PiX333//0tjYWPkhdTBJzp1o1vAozh8a2eAs9okTJ7Jp0yaysrLYs2cPw4cPd3LEQrgOpVTNBatt3YCOqG0dN24c69evJz8/nx07dhAfH98mxxWiK3Bzc8PNza2JuVWnNXc/0bG01o87O4buTMpanMzW1m3u6Bgm9gupVXvn5eXFxIkTAaM1lcViaegwQnQLu3bt4vvvv6ewsLBmm6N1A2xs2x5furfNSlzc3d2ZPHkyAGvXrpWFiUS3d/jwYXbt2lXrs5AQF0xUoFe90k0bhXFnKyGuWZ39hOhWJDl3cRMmTMDb25vs7Gz27pX+/6L7slgsrF69mo0bN5KYmFizvaF1A2zao7Y1Pj4ePz8/8vPza9o5CtEdaa358ccfWbx4cU0LRWj+3Kqu1O9ciLYiybmL8/T05KyzzgJg/fr1XWoZZCFaIjExkby8PHx8fGqVkjS3ZrUta1vtR883bNggn0vRbR05coSMjAzc3d0ZM2ZMredsc6siA2uXrkQGenW6NopCdCSpOe8Exo0bx7p160hLS+PEiRPt3tNZCFejtWb9+vWAcTfJw8Oj5jln1baOHTuWNWvWkJubS0pKCj179mzT4wvRGaxbtw4w7iZ5e3vXe76puVWd1e23357w6aefTiooKAiYNWvWxm+++Wa5s2MSXYeMnHcCvr6+TJs2jSuvvJJevXo5OxwhOtzx48drRufGjRtX6zln1bZ6eHgwd+5c7rzzTknMRbd0IjmZ48ePo5QJj6jBDc7raGxuVWe0ZMmSiLfffnvmX/7yl2+2b9/+/AcffLCqsf3ffvvtPiNHjpwXEBDwR6XUY0899dTg5p5r/vz544ODg//g7u7+lz59+tzy8ccfx7Rkn+Dg4D8opR6r+zjvvPMusu1TUVGhrrjiimnBwcH3uLu7PxISEnL31VdfPfVM57k1J/a2fr8227dv958wYcLlPj4+D7q7uz8SFRU1f+HChdHQ+p/H5MmTLx09evTVdbe/+eabsUqpx06cONFmI0CSnHcSkyZNYtiwYZhM8iMT3c/GjRsBGDVqVL3ROWfWtg4ePJjQ0NA2P64Qrm5ZYhpPvr8UgIOVQdz0v0SmPLOSZYlpTo6s/X366acD+/Tpk/LHP/7x0MiRI4tCQ0MrG9u/oKDAvX///hkPPfTQNy05z1//+tdhb7311sybbrpp9dKlS9+Ii4vLuPnmm6/bt2+fb3P32bBhw5u7d+/+l+3x8ssvfwRw1VVX1Uxiu+mmm6YsW7Zs/MMPP/ztTz/99Oo999zz4+LFiyffcccdZzUU24ABA268//77R59J7O3xfgGSkpK8ZsyY8Vs3N7fqd95557+rV69+9c9//vPyqKioUmj9z6MjyQqhtN8KoVV5eVQcPkxlejqWsjLMfn54DhqER2wsSpJsIZolLy+Pl156CYA777yzwWS4bp9z/4piEiqzuLG/NyNiAnALD8dz0GDcI8LbJc7y8nI8PT3b5dhCuJJliWnct2ATV3rtwqw0X5UNIUf71lwMv37dWKYHVlF+8CBVOTkodw/co6Lw7N8Ptza+mO3oFUJDQ0PvzsnJCbJ9PXHixF3r169f3IJzPPbkk08ufPjhh/c3tW+fPn1uGThwYOoPP/zwLUBVVZUKCQm5d86cOZs/+uijdc3dx96sWbNmbd26dWBmZuZLtsG+ESNGXBMUFFT0008/fWXbb+zYsVd5eHhUbdy4cZGj2AYMGHDj3Llzdzz33HM7Wht7e73fuXPnnpeYmNjryJEj7zX1PW7Jz2Py5MmXFhcXe+3YseMT++1vvvlm7O23337D8ePHn0lJSfGaNGnSPXVf279//+OHDh1639FxHa0QKjXn7ahoxQrS/vJove1uUVEEzplD8A3X4xbc/Fvt1dXVrF+/nsTERG6++WZJBES34ObmxllnnUVRUVGjo9Szhkdx3qAwdnz8FWrxQrwPJKIsFvgB7MfyvEaMIOjqXxM4ezbKrna9tSorK1myZAmHDh3innvuwde3wYEhITo9W+tSd1VFpsUPMxZytPE7711ZykVJG/G8+RmOFGTVe63v2WfT+603OzrkNrV27dp3pkyZ8tvZs2dvvf/++3e98sorQ5VSj7V1X/CioiLzyZMno2+//faaRNbNzU0PHz786K5du3o2d5+6x1y7du3ISy+9dIP9XfiRI0cmf/fdd/ErV64MmT59es6SJUsiDh482Pvuu+/+vr1ib8/3u3HjxkFjx449HB8f/6sDBw7EBgYGFlx55ZVbXnzxxW2teT8tER8fn7979+5/2b4+dOiQ33XXXXf9qFGjjrfkOJKctyP3nr1w79Mb98goTD4+VOfmUnbgAFVpaeS88Qa5H31E2O9/T/AN16OascqgyWRi586d5OTksHv37nq1t0J0Rf7+/syaNavJ/UoT95D+2GP47tlTs82jTx/ce/cGk6IqNZXyw0co272btN27yX7jTaL+9hi+kybVO1a1RTd7Apu7uzv5+flUVlayfft2pkyZ0vo3K4SLO9261JtlFYNwoxq05rzkrdy85xuCyosA0GYz3oMG4RYRga6ooOJkMp4DBjg3+DYQFhZWkZeX1+O88847MXz48KJevXoVhIWF5bT1eQ4fPuxjsVhUr169iuy3BwcHF588eTK0ufvYe/bZZweXlZV5PfDAAzvst3/wwQfrrrjiCs/zzjvv90opi9badM0116x46qmndtv2ufbaa8/+/PPPz7Z9XVlZ6fbiiy/2fPnll2tq19euXftqQkJCfkvjauv3m5ubG/Tjjz+Ov/jiizc88sgja1evXh3z2muvXejh4VH97LPP7nR0/ubavXv3QE9Pz4ftt1kslpp/HDw8PPTw4cOLAE6dOuV2ySWXXN2vX7/kTz75ZHVLziPJeTvynXAW/b+vfeFpKS+naNUqct56m7I9e8j85z8pWrWKmJdexC0oqIEjGZRSjBs3ju+//56tW7cSHx9fs0KiEN2V1pq8//6PjH/8A6qqMPn5EfSb6wi68krcY2rPE6rKzib/yy/Jef99Kk+c4MTNvyXk9tsJu+fumlKzuuUxYEwofWz20AZbv8XHx5OSksK2bduYPHmyfC5Fl1W3JalbVRX37viC6SeNQcmTfmF81v9cLrnnN8yZWDsZ7wpltMuWLYsAuOCCCzIAHnnkkf2PPPJIkyURruCzzz4bM2zYsEOjR48utN/++OOPD1uzZs2IRx555IuEhITMn3/+OfKll16a9cADDxTaktknnnhi62233VYz8nH99ddffu655+67+eab99m2jRw5stZxnUVrrXr16pW6ZMmSFQCXX355+v79+8M/++yzcWeanA8YMODYG2+8UatW/fvvv495+umnL6+778yZM+eWlZV5bNiw4UM3N7cW/fJLct6OHI6+eXoSMGsW/jNncurzz8n8xzOUbNlC0lW/ptd/XsezX79Gjzlq1ChWrFhBRkaGtG8TXd6aNWvo3bs3sbGxDhNebbGQ/rfHOfXppwD4X3ABkX99tMG6VrfQUEJ++1t6/PrXZP7rX5z6+BNy3niD8oMHiXnheZYfzmP+gm31VhtNzy9j/oJtDfZmHjZsGN9//z15eXkcPXqUfk18joXorML9vYg155Je7Y9neRlP/vwW/QpSqVYmPhwyk0X9z6HK5MZN4fVLNrvCRevGjRsjQ0NDc8PDwxudBHqm+vfvX2IymXRycrKf/fbc3FzfHj16FDV3H7u4A/fv39/3ySefXFj3XC+//PL58+bNW/fEE08kAsyePTvz+PHjPT744IOzbcls3759S/v27Vtqe42Hh0dVWFhY8TnnnFNvdbeWxNUe79ff37+wV69eteqqBgwYkLVp06Yhjs7dEl5eXpV13/OBAwfqTVacN2/e1N27d/dbtmzZW1FRUQ7nLzRGZiW2k2WJaUx5ZiXz3trIPZ/sYN5bG2vNZFdKEfSrXxG78BPce/WiMjmZ4zfcSPmxY40e19vbm+HDhwOwdevWdn8fQjhLdnY2q1ev5qOPPqKoqP7fc11dTdrDjxiJuclE+IMPEvPiv5s14czs50fUY48R/c9nUJ6eFK1aRfKdv+epxTvqJeZAzbbHl+512C7Ow8ODkSNHAvK5FF3boGAz53oc5ddeO3ly09v0K0gl19Ofh6bM59OBM6g2ubVL61JXsXfv3sjevXtntPd5/Pz8qnv27Jm6atWqONu2qqoqlZiY2HfkyJEnm7uPzfPPPz/Gz8+v+N577z1U91wVFRXuJpOp1h82s9ls0Vq36mqqJXG1x/sdOHBgckpKSoj98Y8ePRoSHByc35r301JPPPHEkM8+++yc55577rOpU6fmteYYkpy3g2WJacxfsK3ekuK20Tf7VlOe/fsT++lCPAcPpjo7mxM33UxlSkqjx7etjrhnzx7Ky8vb/g0I4QK2b98OwIABA/D396/1nNaa9CeeIH/JEjCbiXnuWUJuvqnFI3OBc+bQ+523UT4+lPz8M7/98U1MlmqH+2ogLb+MzcfqDRQB1MwBOXDggMOLCSG6gt27dqKAwNw8+uWmkOUdyANn/449IXHt3rrUFRw9ejRy0KBB6bavn3zyycHh4eG/b+w1GRkZHosXL45cvHhxJMCRI0d6LF68OHLz5s2Btn3uuOOOhEGDBl1v/7obbrhhw+rVq+MfeOCBUd9//33o+eeff3FFRYX7n/70p+0t2aeqqkr98MMPo6dNm7bTy8urXvPyMWPGHFywYMHU5557bsCGDRt6PPnkk4MXL148ceLEiTUlKxkZGR6JiYl+tsfixYs/v/HGGw/bb6uoqFDNjas93++99967ISkpqee111579po1a4IfeeSREStWrIifN2/e5ub+PFrrm2++CX/iiScumzt37rqpU6dm2b43R48erb9CVyOkrKWN2WayNzT6pjBG384fGlnzx8stKIje77zN8etvoOLIEZLv/D2x//svJh8fh+eIiYkhNDSU7Oxs9u7dW2/JZCE6u+rqanbuNEoDx44dW+/5vI8+4tQnC0EpYp57loALL2z1uXzGjaP3G//h2G9vJSFjP7fs+Zo3R8xtcP+6Nbc24eHhxMTEkJKSwu7du5k4cWKrYxLCFWmt2bljBwBDDh7glHcAD075Hem+xiBlZBNzMzq7qqoqlZqaGj5mzJialnd5eXleWVlZIY297ssvv4y+/fbbb7B9/e6778589913mTRp0s6ff/55CUBubq5PVlZWrdsNf//73/dkZmb6vv3229NeeOEFv5iYmPS33357wbBhw4pbss9rr73W99SpU4H33HPPdhz4/PPPv73pppumP/nkkxcXFRX5BgQEFM6cOfOXDz/8sOZ93nXXXZM+++yzcxp7n+vXr39x4sSJp5oTV3u+36uvvjo1OTl54fPPPz/j008/PSc4ODhv/vz5y2wTXJvz82itVatWRVdWVrovWrRo6qJFi6batjfWStER6XNO2/Y533Akh3lvbWxyv49vncDEfrU/z5VpaRy78ldU5+QQcNGFRP/rXw2OBG7atIn09HQSEhKIiuqafwhF97Vv3z4+/fRT/Pz8uPfee2stvlX0888k33obWCyEP/ggITff1Cbn3PrB5/g+bbQ+fWHMVSzvk+BwP0efXfu4CwoKGD58uLRUFF1OUlISH3zwAW6Vlcz9bhlx773HLt/oZnU1ai8d3edciLYmfc47QEOjas3Zzz0qip4vvcjxG2+i4Nvv8B43juBrrnH4+rPOanDhLiE6vR3W0blRo0bVSsyrcnJIfehPYLEQePnlBN90Y5udc8xvruCZ7zZy2Y5vmL9rMXuDYznpf3rBIoUxMthYLe2QIWc830gIl7XV2n2s1/ET9H7qKXxHjkDuDwnR9qTmvI2F+3ud0X4+8fFEPPAAAJn/fJbyo41PEBWiqykpKeHw4cOAkZzbaK1JffhhqrOz8RzQn8i/Ptqm3R/MJsXYh+9lW9hAvKoreWjrf3GzVAF0i1paIRpTnJLC/pPGfKiRAwYQMPMCJ0ckRNclyXkbS4gLJirQi4b++VbQ5Ez2oOuuxXfSJHRZGakPPoiuqnK4n9aatLQ0Vq9e3SX6xwoBcOrUKXr06EFkZCRhYWE12/MXLaJ4zU8oDw+in/sXJq/mXQi3xKyRMYQ/+X8UevrSPz+Feft/BIwR84baKNZVVVXFtm3bWLhwIRZLvblXQnRKif/+N1pBQFkZIx58wNnhCNGlSXLexswmxWOzhwLUS9CbO/qmTCainn4KU2AgZYmJ5C5Y4HC/yspK3nvvPdasWcPJkw67EwnR6URHR/P73/+e3/zmNzXbqrKzyfjnswCE3XMPXoMGttv5z586goHPPAnAvCOrWHhBOOsemt7sSW5KKX788Uf279/P0aNH2y1OITpK4apVBCz9mjlfLeXy2bMxt8OFsRDiNEnO28Gs4VG8ft1YIgNr/wFryeibe0QE4ff/EYDsl16mMj293j4eHh4MHWpcCOzatasNIhfCNSil8LHrVpTx1NNY8vPxGjqU4Buub+SVbSNw5gX4TZ+Oqq4m4u1/Y3LYf8kxs9lcsxaBfC5FZ2cpLib9708AEHXdtfSZNMnJEQnR9Uly3k5mDY9i3UPT+fjWCbx49Wg+vnVCi0bfAHpccQXeo0djKSkh4+l/ONxnxIgRAOzdu1duoYtOLycnh6o6ZVwlW7ZQ8O23YDIR+cTfUW7tP49dKUXko39B+fhQum0b+Uu+bNHrbQsS7d+/n8rKdl1IUIh2UW3RbDiSw4bHnqE8IwP3nj0JvfNOZ4flUhYtWhRpNpsfHTBgwI1neqzf/OY3U5RSj82aNWuW/fa0tDSPWbNmzQoKCvqDu7v7I3Fxcb/95JNPom3PV1RUqCuuuGJacHDwPe7u7o+EhITcffXVV09tLB8IDg7+g1LqsbqP884776LWxN5UjA3Zvn27/4QJEy738fF50N3d/ZGoqKj5CxcubPJ1LTFy5Mh5Q4cOvc7Rc++8805vpdRjX331VURbnrMtSHLejswmxcR+IcwdHcPEfiEtnkimTCYiH/8bmEwUfv89Jdu21dsnNjYWb29vSkpKSEpKapvAhXCSTz/9lOeee47jx48DoC0WMp75JwA9rvoV3sOGdVgs7lFRhP1uPgBZL76IpbS0iVecFhMTQ2BgIJWVlTWTW4XoLGwrXP/h39/g/+0ifjr3XN6bcA6Lt9ZbXLJbe+CBBy685JJL1p88efKMkrtPPvkk+ptvvomPioqqt/LonDlz5uzYsaPvs88+u/jHH398ffz48UduvPHG67dv3+4PcNNNN01ZtmzZ+Icffvjbn3766dV77rnnx8WLF0++4447GmzptmHDhjd37979L9vj5Zdf/gjgqquu2uto/wEDBtx4//33j27oeE3F6EhSUpLXjBkzfuvm5lb9zjvv/Hf16tWv/vnPf14eFRXV/D+0zXD11Vdv379/f99ffvmlXp/s999/f0yvXr1S58yZ0+4rvraUJOcuzmvQIAKvuAKA/X97ig2Hs2stH242m2vat+3Zs8cpMQrRFjIyMsjMzKSqqoqICOPfuoJvvqEsMRGTry9hd93V4TEF/eY3uEdHU5WRQe4HHzT7dUophlkvJORzKToT+xWub9i3jEpPD7LCw/Bwr+av3x6ptcJ1d/bII4+M8PX1LfvrX/+6payszGvDhg09WnOcjIwMj7vuuuuKv//970t9fX1r9VjOzc1127Zt29D777//h1tuueX4Oeeck/vpp5+uDgsLy33iiSfGA+zatatXfHz8/vvvv//QxIkTT/31r3/dO2zYsCO7du2KaeicgwYNKhk+fHiR7fH1118PDAkJybvllluSWhp/c2J05J577pkSFBSUv27dui/nzZuXMnny5FN33333kaaWux8wYMCN559//oWzZs2a5e3t/ZCfn9/999xzz9jMzEz3KVOmzPX09PxzaGjo3c8//3x/gPvuu++gr69vyXPPPTfa/jgZGRkemzdvHjpnzhyHCzM5myTnLm5ZYhq/ZRRlZne8D+7h5b+/zZRnVtb6A2lLAvbt20d1teOlx4VwdXv3GoM2/fv3x8vLC0tZGZnPvwBAyG234RbS6CJ87cLk6UnYvfcCkPPmW1RlZzf7tbbP5cGDB6W0RXQK9itcD8hLZtrJ7Zzo3RuUIr3ajxLtweNL99YaIOqOMjMz3V9//fUZzz777A/x8fEFXl5e5atWrYq03+f+++8frZR6rKljXX755ReNGzfu4O9///t6s8fLy8tNFotF+fj41Kr1c3d3r9q9e3dvgJEjRyYnJib2XblyZQjAkiVLIg4ePNh7+vTpzbrNUVRUZF67du3ImTNnbrdfU6K5mhOjIxs3bhw0cODA1Pj4+F/5+fk9EBMTc/s999xTfzloB9auXTs6KCio5Ntvv31r9uzZm1955ZVLpk+fflV8fHzysmXL3hg1atSRRx999PLs7Gx3Ly8vy7nnnrvzhx9+GG1f6vPPf/5zqNba9NBDD+1u8ZvuAJKcuzDbCMa+Si8W9TNWzb1p77dk5hUzf8G2mgQ9NjYWHx8fTCYTeXmNXnQK4bL27dsHUDPJ+dTChVSlpeEWHdUhk0AbEnDxRXgNH46lpITs/7zR7NdFRUURHBxMr169KC4ubvoFQjjZ5mO5pOUbg7c37/kagD0DjDuzx6qD0UBafhmbj+U6K0SXcPvtt589evTowzNnzswGiIyMzNqxY0et5DwoKKgsLCwsp7HjPProo8OPHj0a9fHHH69w9HxUVFRFbGzsyRdeeOGcHTt2+FdUVKg///nPI5OSknrm5+f7AXzwwQfrzj777MTzzjvv92az+dHLL7/8jksvvXSjban6pjz77LODy8rKvB544IEdtm3XXnvt2Z6eng/bHkeOHOn94osvXmK/bfPmzYHNjdGR3NzcoB9//HF8r169cj/88MOPrrjiiq2vvfbahQ888MCohl5jExMTk/7xxx//NG3atNwPPvhgrZubW1VAQEDJiy++uG3atGm5L7744pqSkhLvZcuWRQDcfffd23NycoLefvvtWNsxvvzyyzHx8fF7e/XqVd6c71NHkxVCXZT9CAbAFwPO5eKkDfQsyuKckztY1Tuex5fu5fyhkZhNJm6++WaCgoJozZWvEM6WlZVFVlYWJpOJgQMHYikrI/vttwEInT+/XXqaN5cymQj/432cuOlmTn36KSG33Yp7eHjTr1OK3/3ud5jN5g6IUogzZ1u5elj2UUZnH+GUnz/V/l5YNCRVB9Xbrztat25d0PLly8dt2rTpNdu2Pn36ZB48eLBWcv7II4/sf+SRR/Y3dJytW7cGvPDCC7P+97//fdSjRw/Hi5kAH3zwwaKbb7557pgxY+4zmUy6Z8+eaQkJCYnHjh2LAnj88ceHrVmzZsQjjzzyRUJCQubPP/8c+dJLL8164IEHCp999tmdTb2fzz77bMywYcMOjR49utC27Yknnth622231dTjXX/99Zefe+65+26++eZ9tm0jR46s2b+pGB3RWqtevXqlLlmyZAXA5Zdfnr5///7wzz77bFxTccfFxdXUiHt4eGgfH5+SgQMH1mwbOnRoEcDJkyd9Ac4///zsuLi45Pfff3/MbbfdlrRmzZrgI0eO9H7wwQdXNfX9cRZJzl2U/QgGQIm7F1/0P4eb937L1Qd/ZHWvMTUjGBP7hRDihFv+QrQV26h537598fLyIvfDj6jOysY9Opoec+c6OTrwmTAB7zFjKN2+ndx33iXiz39q1uskMRediW3l6msOGItvrR4+EYAMix9luNfbrzu68847Z5aUlHiPGjXqPts2rbXq0aNHfkuOs3z58uji4mLfyy677HbbNovFoo4cOdLHbDYnlJaWPuHh4aGnTp2ad/jw4fczMzPd09PTPUeOHFk0fvz4K8PCwvIAXn755fPnzZu37oknnkgEmD17dubx48d7fPDBB2c3leRu3LgxcP/+/X2ffPLJhfbb+/btW9q3b9+aiZkeHh5VYWFhxeecc47DWyZNxeiIv79/Ya9evbLstw0YMCBr06ZNQxqLGcDNza1WKxqlVK1ttkFKi8VS04Xj0ksv3f7KK69cmJaW9s2///3v0a2tse8okpy7KEcjE9/ETeJXh1bRqyiLyam7WBszut5+WmsqKirw9PTsqFCFOGO25HzIkCFYysvJsY6ah9x+O8rDg2qLZvOxXDILywj3N1bYbWn3ozOhlCL0d78j+dZbyVu4kJBbb8EtNLTZry8sLKSiokIuooVLS4gLZnJFGmOzDlKlTKT1jCaEMk5YR80Vxnodja1w3ZW99NJL/Q4fPtx70aJFb3h4eNQkgytXrox+/vnn5544ccKrd+/ezbqtcNNNNx0dNWrU6/bb5s+fPzcmJib7L3/5y88eHh61CvvDw8Mrw8PDK5OSkrwSExP733rrrT8AVFRUuJtMplr7ms1mi9a6yT+Qzz///Bg/P7/ie++9t03a8DQUoyMDBw5MTklJqfUH8ejRoyHBwcEtushproceemjPq6++Ouupp54asWrVqlEXX3zxVleuNJDk3EU5GpkocfdiSb+z+c3+5cw7sIJ10SNr7bd7926WL1/OoEGDuOSSSzoyXCHOyOWXX86+ffsYPHgwpz7/nKrMTNyio+hx2aUsS0zj8aV7a91Jigr04rHZQ1u0bsCZ8p0yGa9RIynbuYucd98joplLmG/evJnvvvuO4cOHc4W185IQrshsUtyXvg6Alb3i2a2j6VOdxwlLj2avcN1VlZSUmJ588slZV1xxxc+XXXZZrVUBw8LCyp9//nmWLVsWedtttyUBPPnkk4NffPHF8zIzM19xdLyoqKiKiy++ONN+m6enZ2VgYGCp/fYXX3yxn9ZajR8/Pnvbtm3B//jHPy6IiIjI/sc//rEdYMyYMQcXLFgwNS4uLn/y5MlZK1eujFy8ePHEGTNm1HQhueOOOxJWrVo1+MCBAx/atlVVVakffvhh9LRp03Z6eXnVGonOyMjwyMrK8rB9vXjx4s8BEhMTa2rIBw4cWGy7gGgqRkcx3HvvvRuuvfba31577bVn33bbbXuWL18es2LFivj7779/aTN+HC0WERFRcdZZZ+155513zisvL/e0r7F3RZKcu6iEuGCiAr1Izy+rtTbhV32ncMXhNcQVpDGr4DAJcaeTcG9vb4qKijhw4AAXX3wxSnW/P6CicwoLCyMsLAxdXU3q+0bLwpDf/pbvD+Ywf8G2eutzpueXMX/BtmavuNsWlFKEzp/PyTvmc2rhQkLn34HZv8E2vjWiooz4Dh06RHV1tZS6CJdVduAAPts2oU0mVsZfxLFqf45VG6PkzrggdiV33XVXQnFxsfdzzz23ue5z48aNy3d3d6/cvHlzTXKel5fnlZWVdca3ynJzc71eeeWVGfn5+QE+Pj6lZ5111r533313hY+PjwXg888///amm26a/uSTT15cVFTkGxAQUDhz5sxfPvzwwzV2x/DJysqqdbvjtdde63vq1KnAe+65p14rwbvuumvSZ599dk5jca1fv/7FiRMnnmpOjI5iuPrqq1OTk5MXPv/88zM+/fTTc4KDg/Pmz5+/rLkTWVvj1ltv3bZ27dp6NfauSGndvVsiASilAoD8/Px8AgLq9al3Glu3FqBWcnLTnm+46tAqyoaNZswXH9dsr6qq4tlnn6WiooJbbrmFmJgG25wK4ZIKli8n5e57MAcGErdyJVNf2lBrxNye7Rb7uoemd9hIntaao7NnU3H4COEPPUTITTc26zX/+te/KC4u5rrrrqNfv37tH6gQrZD654fJX7wY/wtnEfWv551aStZcBQUFBAYGAgRqrQvO5FhKqYGTJk3626JFi5IiIiIq2iZCIRp35ZVXDvviiy9e0VrXXFC5ZMGNUupOpVSSUqpMKbVJKZXQzNddrZTSSqkl7Rxih5g1PIrXrxtLZGDtEpdNo6ajTSa89uygbF/N5Gnc3NwYMGAAYCwbLoSrKyws5PPPv2DRig18uSOF4/8xas17zLuaremlDSbmgFPauimlCL7hBgByP/oQXdVgk4Varxk0aBAgn0vhuqqysij42mif6HfNNWxY/zMDAnWrV7gWQrSeyyXnSqlfA88DjwNjgZ3A90qpRnuXKaVigeeAte0dY0eaNTyKdQ9N5+NbJ/Di1aP5+NYJLP37FQTOmgVA7gcf1tpfkgDRmSxevYU9exJZ8dPPvPbal7jt3U2lyY0d8ec3u11bR7d1C5w9G3NwMFWpaRT+0OB8p1psn8sDBw4gdyuFK8r7+BN0ZSXeo0aR4uPDihUr+N///tfdfl8tWmtdUVEhVyKiw1QZgzy1VpB0ueQcuA94S2v9ntZ6L3AHUALc3NALlFJm4L/AY0C9VbY6O7NJMbFfSK0RDNuiLAXffENV1uluRAMGDMBkMpGdnU1OTqPrHwjhVMsS01izZRcAydWBXHbEuK5e3XM0t3+TRFJ28xbu6ei2biYvL4LmzQMg11of35S+ffvi7u5OYWEhaWmy/LlwLZbycvI++QSA4BtvqBncGTx4cHebu1RSVlZWkZaW1n17RYoOVVBQYM7Pz9cYeW4Nl0rOlVIeQDzwo22b1tpi/XpiIy/9K5CptX6nmefxVEoF2B5A07O6XIz3qFF4jx6Nrqwk75PTLUq9vLyIjY0FZPRcuK5qi+aJr3YTbTLm5OSXujM51UjUF/ebCsDHm08QGeBFQ6mBwpik5oy2bkHzrka5u1O6cyeluxOb3N/NzY3+/fsD8rkUrqfgm2+pzs3FLToKn+nTOXTI6Kw3ZEiTLae7mvT09PTkjRs3Nr9PqhBnYPXq1aHp6em5wBH77S6VnAOhgBnIqLM9A4isvzsopaYAvwVubcF5/gzk2z1OtjhSFxB8/W8AOPXZZ7VqX8eMGcOECRPo27evs0ITolGbj+WiirJwUxaKLB5MOLoLN21hT3AsxwKj0UB6QTnzEnoD1EvQnd3WzS00FH9radmpTxc2sbchISGByy67jIkTGxtnEKLjnVpo/A4HXT2PEykplJeX4+vrS8+ePZ0cWcfSWlvS0tI2rVy50ufAgQM+zo5HdG3Z2dnuS5cujUxOTt6hta7V393VkvMWUUr5Ax8Bt2qts1vw0qeBQLtHp/wL5H/eeUbta2YmRT/9VLN9+PDhzJw5s6aFmxCuJrOwjN7mUwCcrA5g1vGNAHwXO6HWfrGhPg4nRUcGenVoG0VHgn59FQD533xLdVFRk/vHxsYycuRIvL292zs0IZqt7MABSnfuBDc3elx+GQcPHgSMEsluVtJis2rVqlU//eUvf+n/0Ucf9UxOTva0WCxNv0qIZsrNzXVbtGhR5J/+9KehX3/99a7i4uJFdfdxtT7n2RhF8RF1tkcA6fV3px8QCyy1+yNiAlBKVQGDtNZH6r5Ia10OlNu+7qx/gJSHB4GXXUruO+9yauGn+E+f7uyQhGiWMD9PepqNgQLP3EIiS/IodPdmbcyoWvuF+3sxsV8I5w+NdLm2bt7x8Xj060fFkSMULF1aU4cuRGdiGzX3nzEDt9BQDh8+DMDAgQOdGZbTaK1LlFJvffnllxnbtm07KzIyso+/v7+7u7u7s0MTXUB1dbUqLi6uTk9Pz05JSfmmuLj4K611Zt39XCo511pXKKV+AWYASwCUUibr145W2doPjKiz7f8wasjvAZLbLVgX0ePKK8l9512K1q6lMjUV9+howJj9e/z4cYqKihg1alQTRxGiYw2P8OJzkweVlmrO3v8LAD/0Hk+F2fgHsO4y4bZJ0a5EKUXQr68i46mnyVv4KT2uvrrJC/2ioiJ27txJWVkZM2bM6KBIhXDMUlJC/lfGgoxBv76KoqIi8vPzMZlM3bosUmtdAnyilFp89OjRfhg5haweJtqCBWPy51GtdYO3XF0qObd6HvhAKbUV2Az8AfAF3gNQSn0IpGit/6y1LgNqzcZSSp0C0Fo3PUurC/CMi8PnrLMo2bSJU18sIuyu3wOQmprKggUL8PLyYsSIEZhMnbqCSXQxAf5+XHD5tTz+1g+8lWospPWttaTF2fXkLRE4dy6Z/3qe8v37Kdu1C+8mLoRLSkr48ccfcXNzY+rUqchonHCmgu++w1JUhHvv3vhMmIAymXjooYdIT0/H09PT2eE5nfUu+15nxyG6H5fL2LTWC4H7gb8DO4DRwCyttW2SaG9Aiqnt9LjqVwCc+uKLmomhPXv2xMvLi7KyMlJSUpwZnhAOzRoexfOBqZjR7AztR4q/sZSBK9STN5c5MJAA68TQvIWfNrl/WFgYAQEBNXe2hHAm2+9sj19dibIO4Li5uXW7iaBCuBqXS84BtNavaK37aK09tdZnaa032T13rtb6xkZee6PW+tKOiNNV+J9/PuYePahKT6dordEr2mQy1bRus7XFEsIVVFZWUlFRgdaasA0rAeh/wzU1i2yte2h6p0jMbXpYJ4YWLFuGpaSk0X2VUvK5FE5XbdFsWrGFsl270GYz/pde1t0WGxLCpblkci5axuThQeDcuQDkf/lVzXZJAoQrSkxM5J///Cdff/ghlcnJmHx8GHvtpZ12mXDvMWNw79MbXVJC4Y8/Nrn/gAEDAONzKQmR6GjLEtOY8sxKvv/3uwBsCB/CuW/v5JMfNvLaa6+xfv16J0cohJDkvIsInDsHgKKVK6kuKABOJ+fp6ekUFhY6LTYh7B05coTq6mo4aizm6z9rFiafzttSWCl1+uJ4yZdN7t+3b19MJhN5eXnk5ua2d3hC1FiWmMb8BdvIOFXCtORtAKzoFU96fhlL124jKyuLU6dOOTdIIYQk512F55AheA7oj66ooOD77wHw9fUlJiYGkNFz4RosFgtHjhjdTYPWbwCoSWw7s8A5xsVx8YYNVGbUXUOtNg8Pj5pVfOVzKTpKtUXz+NK9aGBk1mFCywoodPdmS8QQNJqeJqO1aT/roI4QwnkkOe8i7EfvChyUtpw82SkXQRVdTGpqKmVlZXiYzQSdPIl7dDQ+48c5O6wz5tGzJz7jxoHW5H/1VZP79+/fH3d3d0pLSzsgOiGMVXnT8ssAmJFstC9d03M0lWY3glQpvqZKqrSJLB3ozDCFELhmK0XRSgGXXELmv56nZOtWKk6m4NEzhrFjxzJ06FDCwsKcHZ4QNaPmUYVFmLQm8NK5NV0iOrvAS+dSsnUr+V9+ScgttzTa8zw+Pp7x48fj5iZ/gkXHyCw0EnOvqnKmpO4CYEUv48I4xmyUQqZZ/MkprXJOgEKIGl3jX0UBgHtkJD4TzgKgYKkxehcQEEB4eHinXQVVdC221QdD9+wBTpeDdAX+M2eiPD2pOHyEsj2Nt0b28PCQxFx0qHB/LwAmp+7Gq7qSk76h7A/qDUC0taQlpTqgZj8hhPNIct7FBM453bVFOkEIV1JaWlrTcz8yNRXvUaPwsNZed0bVFs2GIzl8uSOFDUdywNcP/xnTgdMXx81RUVHRXiEKUSMhLpioQC+m2yaC9h4HSmHGQoTJWKiw0jesZlVeIYTzyNBNF1Ft0Ww+lktW5DD6e3pSkZRE2d69eA8bRk5ODqtXr6aiooJ58+Y5O1TRTSmlmDlzJkc++QTfkhICLrrQ2SG12rLENB5furemhhcgKtCLfwyfRPi331Gw7HvCH3qo0ZKd9PR0Pv/8c5RS3HnnnR0RtujGzCbF41Ojif7AmIS8uucYANypJqk6mEBTGX+cHd/pWpkK0RVJct4F1E0U/hwyiKmpu9j50edM+Mcw3NzcSExMRClFaWkp3t7eTo5YdEdeXl6M7d2bgO+WgVL4W1fW7Gxs7ejq3pdKzy/jllx3lvj4UpWRQem2bcYk0QYEBgaSm5uL1pqCggICAgLaN3DR7Y1P3kU6mmMhvUn3DQGgDHcO+wzhsdlDO9XiX0J0ZVLW0snZEgX7Eby1MaMAKFm+nGW7UwkMDCQ0NBStNUlJSU6KVAgoWGa0+fSOH4t7RISTo2k5+3Z0dWmgyuzG+qjhABR8+12jx/L29iY6OhqAo9ae70KcqbrlVtWW07+tBd8Zv5Pjb/wVH986odOuyitEVyfJeSfWUKKwJWIwZWZ3okpy+eD9ZVRbNH379gVOd8sQoiOdOnWKbdu2kfbDDwAEXNg5S1rs29E5ooHvw63J+fLl6OrqRo9n+1xKci7agm31z3lvbeSeT3Yw762NTHlmJcsS06jKyqJkyxYAAi+8kIn9Qpg5OIQ+3uVIJYsQrkWS806soUSh3M2TTZFDARhycAubj+VKEiCcav/+/SxdupR1Af5gMhEwc6azQ2oVWzu6xmwPG0i1nz/V2dmUbNna6L72n0uZwC3OhKO7qGCUW81fsI2NH3wBFgteI0fi0dNYnO7gwYO89dZbfPjhh84IWQjRAEnOO7HGEoW10UZpy9kpO8ksKCU2NrZmyfC8vLyOClEIAI4dOwZARHoGPgkJuIWGOjmi1mlOm7lqk5mqyecCp8sIGtKzZ0/c3d0pLi4mo4mVRYVoSFPlVgBZS78BIMBurodtsMZWXiWEcA2SnHdijSUKW62lLZEleUSlJ+Hp6UnPnj0BGT0XHctisdTMdYjIyKiVHHQ2tnZ0DVUBKIyuLX1/ZbQ0LVy+HF3V8KIubm5u9OnTB5DPpWi9psqtgkrzGZhhlDQGzDLuWmmta37n+vXr1/5BCiGaTZLzTqyxRKHczYNNkcMA6L1rPWD8AY6KisLDw6MDoxTdXUpKChUVFXiUl9OjoAD/mRc4O6RWM5sUj802Ssbqfu5sXz82eyj+E87CHBxMdV4eJZs3N3rMYcOGMWbMGGJiYto+YNEtNFVuNSV1NyY0pQOG4m4dJc/KyqKwsBA3Nzd69+7dEWEKIZpJkvNOrKlEwda1pfD7ZWitOfvss7ntttsYMWJExwYqujVbSUt4RiZ+Z52FW1CQkyM6M7OGR/H6dWOJDKx95yoy0IvXrxvLrOFRKDc3/GfMAKDwxx8bPd7o0aOZM2dOzQi6EC3VVLnV2ak7jf8597yabbZR8z59+shqtUK4GEnOO7nGEoXr77ka5eNDVWoaZbt3o5RMyRcd73RynoH/BZ131NzerOFRrHtoeqPt6PzPsyXnK9AWi7NCFd1AY3dRg8oKGJqTBMDQq+fWbLd17rJNShZCuA65XO4CZg2P4vyhkWw+lktmYRnh/l4kxAVjNilOTp1K4bJlFP64Au+RIwFjufDi4mKCOvkIpnB9VVVVnExOBox6c7/p05wcUdsxmxQT+4U0+LzPxImYfH2pysykbPduvEeNanBfi8VCamoqlZWVxMXFtUe4oguz3UWdv2AbCmpNDD0rfS8mNOX9B+EVY5S0VFdXc/z4cUCScyFckYycdxG2RGHu6Bgm9gupWYK55tb6yhUA7Nu3j2eeeYavvvrKabGK7sPNzY2b4uKY/NNawvr2xT083NkhdRiThwd+50wFmi5tSUxM5J133uEHax94IVqqobuo52btA6DnJafXFlBKMW/ePKZNm0ZEJ1wMTIiuTkbOuzi/c6aCmxsVh49QkZREWFgYFouF5ORkqqqqpNZQtKtqiyb7m+XEpKSQd8Ecelt0zYVjd+B/3nkUfPsdhT/8SNh99zVYWmYbLU9LS6O0tBRvb++ODFN0EfXuopotBH1zEM3pMisAk8lEXFyc3KURwkXJyHkXZw4IwDdhPACFK1YSEhKCn58f1dXVnDx50snRia5sWWIa5z/xNWq7sRDPXckBNasVdhe+U6ei3N2pSEqiopHVef39/QkJMUpkbOUGQrSG/V3UYSl70ZWVePTpg4e0SxSi05DkvBvws5W2rFiBUorY2Fjg9EQ9IdrassQ07lmwmYSSbRwYOoTj/uGk+IXVrFbYXRJ0s58fPpMmAsbE0MbYPpe2nvBCnKnCFcbvnN+MGTV3baqqqvj+++/Zv38/FpmoLIRLkuS8G/CfPh2A0u3bqcrJkSRAtCvbaoURpkK8feBEbB82RBntO20T1R5fupdqS/dYrt7/PKN9XVN15/K5FG1JV1ZStHo1ULuk5eTJk2zcuJFvvvlGOngJ4aIkOe8G3KOi8Bo2DLSmaNWqmjrDkydPUllZ6eToRFdjW60wRp0CIDw9gw1Rw2qe10Bafhmbj+U6J8AO5j9tGihFWWIilWkN3zGwJecZGRmUlJR0UHSiqyrZsgVLYSHmkJBanYJsF3+xsbGSnAvhoiQ57yZqei6vWElQUBD+/v41E0OFaEu21QpjMZJv77xCDvbo1eB+XZ1baCjeY8cCxuevIX5+foSFhQFSdy7OnK2Myn/6NJTZXLPdPjkXQrgmSc67CVvdefH69Wzcm0JAn2EMHnc2wSGhTo5MdDXh/l54UYmXhwatOWwOBwcjdE2tatiV+E87F4CiNWsa3e/888/npptuYuDAge0flOiytNYUrjQuBG1/+wEqKytrGgFIci6E65LkvJvwHDCAyogodHk5Lz+zgP/bUsVDa0u58LUt3WZynugYCXHBDPYzRsUDT51ic+jgWs8rICrQWCiru/A791wASjZtwtJIycqAAQPo3bs3ZruRTiFaqnzfPqrS01E+PvhOnFizPTk5merqavz9/QkO7j6fPyE6G0nOu4nv96TztV9/AMZn7KvZ3t26Z4j2ZzYpLgouAiA4O4ddoadbuNnGzx+bPbRb9Duvtmg2HMlhWaEX1RFR6IoKijdudHZYoouz3aHxnTgRk6dnzXapNxeic5DkvBuwdc/YHDEEgPEZ+0Fr/FQ5A8xZBKmSbtU9Q7S/0KI83CsqKK30oNLsXrM9MtCL168by6zhUU6MrmMsS0xjyjMrmffWRu5ZuJNvfIxl0vct/q7R1x09epRvvvmGI430RReiMUVrfgKoWaHWJisrC5CSFiFcnSwP2Q3Yumdkh/Sl1OxBSFkB/fJTiQqrYIBbDrsqI/kl34fNx3KZ2C/E2eGKLmDs9u0M2rGDsEcfZeRZE4zVCv2NUpbuMGK+LDGN+Qu2YX+5uzlyCHOO/Uz52rUs253KrBHRDl974MABtm41Fm7qJwvHiBaqysujdOdOAPym1k7Or7rqKvLy8mQFWiFcnIycdwO2rhiVZje2hxsTzcZn7CPd4g9ApLmw1n5CnAlbcmDSmqBp59asVjixX0i3SMxtd6rq3ofaFdqPMrM7oWX5vPvhDw3eqZJ+5+JMFK9dC1rjOXgw7pGRtZ5TShEcHCzJuRAuTpLzbsC+K8aWCGNy3viMfaRZk/NQVYwb1d2qe4ZoP3lr1oDFguegQbhHdf3ylbpsd6rqqjS7sz3MuDjue3hHg33ebcl5dnY2RUVF7Ran6JpOl7Sc4+RIhBCtJcl5N5AQF0xUoBcK2GpNzgfnnsBcVkWBxROTgiH+5d2qe4ZoP59s28Y3sy+hZMoUZ4fiFI3dgdoSacz7SEjf1+B+3t7eREREADJ6LlpGV1VRtG4dUL/e/H//+x8LFy6sqTsXQrguSc67AbNJ8djsoQDkePfgSEA0JjTxmQfIsPgBMLuve7coORDtq6SwkFyTiWI/P8InT3J2OE7R2B0o26TsQXkniLCUNriflLaI1ijduRNLfj7mwMBaq4JWVFRw+PBh9u/fj7u7eyNHEEK4AknOu4lZw6N4/bqxRAZ6sSXydGlLmacxWu5W2j2WUhft6/BPP4FSBBQVEXbWWc4Oxyns71TVleMdyJFA4+J40PHEBo/Rp08fAE6cONFOUYquqGi1tYXi2WfXWhU0OTkZrTWBgYH06NHDSdEJIZpLkvNuZNbwKNY9NJ2Lb70SgHPyj/D6becDkJqaSlVVlTPDE13AUWuXiGgPz1rJQXdif6eqboKugM0RxnPFPzW8Wmjv3r0BqKqqorKysj3CFF1Q0U+OWygeP34cOH3RJ4RwbZKcdzNmk2L8hWdjCgzEVFiAT3Iy11xzDX/84x9xc5POmuLMJJ86BUBsN19+3v5Olb3IQC/OvfFSAIrXrkM3cEHs6+vLfffdx9133y1lCKJZKtPSKD9wAEwmfOvM97DdgbFd9AkhXJtkY92QcnPDb/JkCr79luKffmLAvX9wdkiiCyg8fpw8a4u2gdOnOTka55s1PIrzh0ay+VhurT7vJm3h0DOBVOfnU7prFz5jxzp8vb+/fwdHLDozW5cW71GjcAsKqtleVVVFSkoKICPnQnQWMnLeTfmda7TZst0GFeJMHVqxAm0y4V9RQVCvXs4OxyWYTapen3dlNuNrnSxbbO2s0RitZeVe0bSGSlrS0tKoqqrCx8eHkBBZZE6IzkCS827Kd8oUUIryffsoSUlh5cqVfPTRR1RXVzs7NNFJmffsod/BQwwODHR2KC7Pd7JRdlC07ucG96msrOR///sfzz33HBUVFR0VmuiEdGUlJRs3AsZkUHvV1dX06tWLuLg4lJKOXEJ0BlLW0k25BQfjNWwYZYmJlG/ezJaDBykrKyM9PZ2YmBhnhyc6GV1djde6n4nPz6fP/X90djguz3fKZADKdu+mKi+vVhmCjbu7O5mZmZSUlHDy5En69u3b0WGKTqJ0504sJSWYg4LwGjKk1nOxsbHcfPPNcgdGiE5ERs67Md/JRoJQsn5DzUQh26x+IVqiLDERS34+Jn9/vEeMcHY4Ls89IgLPAf1B65oRT0fkcymao+hn4w6M76RJKJPjf9Zl1FyIzkOS826spu51/Xp6W2uEpa+yaI3UNWvIDg3Fa+JElHT9aZbTpS0N153bknP5XIrGFFvLo+p2aSkvL6e8vNwZIQkhzoAk592Yz+jRKB8fqnNyiLJuO3HihNz+FC22+9AhVp5/HhviYp0dSqdhS6SK1/3c4GfO1l3j5MmTMh9EOFSVl0dZorGgle+k2qvy7tixg2eeeYZvvvnGGaEJIVpJkvNuTHl44JuQAIDfvn24u7tTWlpKVlaWkyMTnUl1YSHpVUbiGDt8uJOj6Tx8xsWjPD2pysig4vBhh/uEhobi4+NDVVUVqampHRyh6AxKNm4ErfEcMAD3iPBaz9kGW6QtpxCdiyTn3Zyt7rx0/Xp69uwJyC100TKFGzaQExIMQNzIkU6OpvMweXnhM24c0HDXFqWUlLaIRtXUm1v/lttorWt+Z6S/uRCdiyTn3VxNcr71F3pFR+Pl5SVt20SLnPh5PVXu7ngA4eHhTe4vTqspbfm54ZaKffv2JTY2loCAgI4KS3QSWmuKf14P1K83z83NpaioCLPZLB24hOhkXDI5V0rdqZRKUkqVKaU2KaUSGtn3VqXUWqVUnvXxY2P7i9o84mJxi45CV1Yy2s2NBx98kEl16haFaIjWmhNHjwIQExwsHSFayM/aUrFkyxYsZWUO9xk/fjw33HADI6QLjqij4uhRqtLSUB4e+IyLr/WcbdQ8OjoaN5mkLUSn4nLJuVLq18DzwOPAWGAn8L1SqqEhuXOBj4FpwEQgGViulJKhgmZQSuFnHT2v2LBRkivRIpXHj5Ph4Q5A7LBhTo6m8/Ho3x+3iAh0eTklW39xdjiik7HdcfEZNw6Tl1et56SkRYjOy+WSc+A+4C2t9Xta673AHUAJcLOjnbXW12qtX9Na79Ba7wduwXhfMzos4k7OVtpSvP70rfWqqipnhSM6kcJ168gOCwOgT79+To6m81FK1SxIVNxIS0WAkpIS8vLyOiIs0Uk0VG8Op3vj2+YsCCE6D5dKzpVSHkA88KNtm9baYv16YjMP4wO4A7mNnMdTKRVgewDdeiq774QJoBTlhw6z4+ef+fe//823337r7LBEJ1D883omr13HRP8AoqOjnR1Op2S7c9VY3fmWLVt49tlnWbFiRUeFJVycpaKCks1bgNMrztporZk0aRIjRoygl3UNCyFE5+FSyTkQCpiBjDrbM4DIZh7jGSAVuwTfgT8D+XaPky0Ls2sx9+iBl7We1XLoMPn5+dIZQjRJV1RQumkTITk5TJ01E3d3d2eH1Cn5TJxovTg+RGVGpsN9bBNtjx8/LusQCABKt21Dl5ZiDgvFc+DAWs8ppRg3bhyXX345XnXKXYQQrs/VkvMzopT6E3A1cJnW2vHsKsPTQKDdo2cHhOfSbKuFBu7eDUBOTg7FxcXODEm4uNKdO7GUlGAODsZz8GBnh9NpuQUF4TV0KAAlmzY63CcmJgaz2UxRUZGUtgjg9J0Wv0mTZa6QEF2MqyXn2UA1EFFnewSQ3tgLlVL3A38CLtBa72psX611uda6wPYACs8g5i7Bz9qGq3r9ekJDQwFjVUIhGlK8cROJI4aTevbZVMochTPiO3ECAMUbHCfnbm5uREUZ6/gmJyd3WFzCddW0UJxcv7vW3r17ycjIwGKxdHRYQog24FLJuda6AvgFu8mcSinb5M4NDb1OKfUg8CgwS2u9tb3j7Iq8R47E5ONDdV4e0dbV5KS0RTQmZ/Mm9g4fzhofbzYcyqTaIuUWreUzwZhSU7xxY4NlK7baYUnORfWpU5Tt2weA78Ta07EqKir4/PPP+c9//kNhYbcfdxKiU3Kp5NzqeeBWpdQNSqkhwOuAL/AegFLqQ6XU07adlVIPAU9gdHNJUkpFWh9+Toi901Lu7viMHw9A6Kl8AHbuP8KGIzmSdIl6vt9ylOOpxs2soip3bvhoJ1OeWcmyxDQnR9Y5+cSPRbm7U5WWRqW1y0ZdkpwLm+LNm0FrPPr3w83aLckmNTUVrTX+/v6ycJUQnZTLJeda64XA/cDfgR3AaIwRcdsk0d5AlN1L5gMewOdAmt3j/o6JuOvwmWDcWk9abtwuzc/J5Nq31kvSJWpZlpjG268tIi8sBIAUAgFIzy9j/oJt8rvSCiZvb7xHjwaM0XNHbMl5ZmYmZQ0sWCS6hxLr74jvhPpNzGwXb7169ZJadCE6KZdLzgG01q9orftorT211mdprTfZPXeu1vpGu69jtdbKweNvzoi9M9sR1h+Aocf2klbtx8HqMNywSNIlalRbNI8v3cvIrMNkhxojdhkW4yaV7f7K40v3yt2WVvCx1Z2vd1zB5+fnx6RJk5gzZw4mk0v+6RYdxDY3wXfCWfWes80V6tmz2/c5EKLTkr/wAjCSrkd3lZLv4YtPdQUn0jzZVNmbCtwk6RI1Nh/LJS2/jJE5R8kLDgIgw3J6mQANpOWXsflYg8sMiAbYRkFLNm1CNzCR7/zzz2fMmDF4eHh0ZGjChVRmZFBx7BiYTPgkJNR6Tmtdk5xLf3MhOi+35uyklNrWwuNqYI7WOqXlIQln2Hwsl9SCCnaG9mNq6i5GZx1ib0hczfP2SdfEfiHOC1Q4VWZhGf4VxQS6lWMxmymzmCnS9RPFzEIpu2gp7xHDjUnZ+fmU7duH97Bhzg5JuCBbSYvX0KGY69SU5+bmUlJSgtlsJjKyuUuDCCFcTXNHzkcDK4Avm/H4ChgGeLZxrKId2ZKpHWEDABiVdRgzFsJNhZwuWJCkq7sL9/diVNZhCnoYdeZpOgCoX9ca7i8Ln7SU/aTskgbqzrXWpKamsmnTJmmT100VbzSqPG3tN+3ZRs2jo6Nxc2vW2JsQwgW15NP7rNba8fJ1dSil/tjKeIST2JKpnda680GnTjDPawfuysLnZcMp1F619hPdU0JcMNsKkhhw6BCJpih+GTq81vMKiAz0IiEu2DkBdnI+EydQtGYNxRs2EvLb39Z7XmvNhx9+SHl5Ob17967pfS66B611zYRh2wR+e4MGDeLaa6/t6LCEEG2suSPncUBWC447FHDcD0y4pIS4YKICvUjzDSXTuwee1VVUlBsjouGmIhQQJUlXt2c2Kc4uPAbA7h59ay7a4PT4+WOzh2I2SZeIlqi2aDYcyWFzUD8ASn75BV1RUW8/k8lUM9FPWip2P5XHj1OVlmbcZRk7tt7zXl5e9O/fn/79+zshOiFEW2lWcq61Po5RqtIsWutkrXV1q6MSHc5sUjw2eygoxc5Q4w+776kCACJMxYAkXQIq09NxTz2JNpnI6Du01nORgV68ft1YZg2X0dyWWJaYxpRnVjLvrY38bv0p8jz90KWlrF6y0uH+0u+8+7KVtHiPHo3J29vJ0Qgh2ktLylp2KaW2AG8Dn2itZemxLmbW8Chev24sy7N3QfJWYlNPkBQ5hGj3Yl7/tSRdwmjhdrxPH5JHjOBfc3tT5t+TzMIywv2Nuypy8dYyyxLTmL9gW82sDq1M7Aztz7kpO1jx328pHzqq3udOkvPuq2iD0WbzROxQUo/k1PrMpaamsnfvXvr160dcXFxjhxFCuLiWtFI8B9gD/AtIU0p9oJQ6u33CEs4ya3gUTz1xEwAjjh8EwF+XcG7/IGeGJTqYrcziyx0ptVaJLdm4gYzICFL9/cjNyWZivxDmjo5hYr8QScxbyNYzvm5zUtuk7NFZhxy2L+3ZsydKKfLz8ykoKOigaIWzLduVQtrqnwF4Ot2PeW9trLVA3KFDh/j555/Ztq2lzdWEEK6m2cm51nqt1vpmjNU57wJigTVKqYNKqYeUUtK3qYvwiorEIy4O77JSengZNcUyStd92JdZ3PPJjtNJwO5UijduIifEaKUpfZTPjK1nfF22xcAG5Z0gLye/Xs94Dw8PIiIiAPlcdhfLEtP45+vf4l9eRKnZg4NBxmfPfoE4WXxIiK6jxYsQaa2Ltdbvaa3PAQYCnwF3AieUUl+1dYDCOXysK8+Fl5cDkgR0F7Yyi7pJY3p+Gf/3n+8pzsujMNBooyhJwJlpqC1phm8IaT7BuGkLI7KPOtzPdmF04sSJdo1ROJ/tDsuorEMAJIb2pcpkVKTWLBD31R5ZfEiILuSMVgjVWh8GngL+DygELm6LoITz2VYr7LV/PxdccAHDhw9v4hWis2uozAKMJGB01iFyraPmISEh+Pj4dGh8XU1jbUlPrzdwyOF+48aN4/rrr2fGjBntFp9wDbY7LKOyDgOwI7R2JxYNlBSeoqysDDc3t5q7KkKIzqvVyblSaqpS6n0gHXgWWARMbqO4hJP5JIwHpQjZtp3x/fsTHh7u7JBEO2uozMJmVNZhskNDARmdawu29qWOKvVt6w3E5x1z2L40PDycuLg4PDzqr84qupbMwjLMlmpG5BwFYKf1ws1euLWjVnR0NGazuUPjE0K0vRYl50qpaKXUw0qpg8BqoD9wNxCttb5Va+14WTvR6bgFBeE5ZDBwun2X6NoaW/1VaQujsg+TY03OpaTlzNW0L6X+GquJIX0B6JN3Egpl0md3Fu7vxYBTyfhUlVPg7sPRwPpds8JMRYBcNAvRVTQ7OVdKfYexsNBdwGJgiNZ6irX+vLi9AhTOYyttydi0kZ07d3Ls2DEnRyTaU2NlFn3z0/CvLEVVV2N2c5ckoI3Y2pdGBtb+3ntERlAZ3ROlNSW//OLwtSdPnmTZsmXs2LGjAyIVzpIQF8zZBUkA7Arrh1a1/9lWQLi7sWCVXDQL0TW0pM95JXAl8LUsMNQ9+J6VQO6777InNY1dS5YwbNgw6Z/bhdnKLNLzy+rVnY/IPgJAjyM5/Pa113Azn9F0FWFn1vAozh8ayeZjubV6xmeWreXUwoWUbNqM//TpVFt0rX3IOsmmTZvo378/o0ePdvbbEO3EbFJcVGVM9txZp97cdsdl5mW/JiHaE39//w6OTgjRHpqdnGut57RnIML1eMfHg8lE8OHD0Ke3dGzp4mxlFvMXbENBrQR9pDU57z1tMu5uUtPa1swmxcR+IbW2+SSM59TChRRv3syyxDQeX7q31pyAQf5VTMIYQddao5T0me+KLBUVeB/ahwZS42ov1B0Z6MVjs4fKAnFCdDHNSs6VUouAG7XWzSp+VEr9F7hXa515JsEJ5zL7+eE1bBjBe/eigIKCAvLz8wm0ttITXY+tzMI+EVTawojcY1SZzYyZI91BOorP+PEAlO3fzwPvrqPQo3Z3nEOFJsZ7maCsjKysLJm03UWV7dqFLi/HHBLCp0/NY0tSnqzKK0QX19yR87lAWDNHZhQwG3gUkOS8k/NJGE/Z7t2EWCxkm0wkJydLct7F1S2ziMxKxu/LEr6dPZvVa9ZwVUSEtGvrAO7h4Xj07UvF0aMMyznKxqja7UwtmMi2+BJlLuT4iROSnHdRJVu2AMbFmpvZVO8Oy5IlS6isrGTq1KnyuRSii2hu4agCDgJ5zXjkAr5tHqlwCt+EBACC0zMAaha6EF2brcxi7ugYBqQdpMzTkyI/X3Jzc+XirAMVDh4JwKisIw6fz7T4AbBjn+PnRedXvHkzYG1vW4fWmv3797N37160drRCgRCiM2ruyPm0Vhw7pRWvES7GVncelJQE0VGSnHdDJVu21LRQDAsLw8ur4a4uom3l9B9GNEtqJuTWlWkxxkFyMtM6MizRQXRFBaXbdwDgO75+cp6VlUV5eTnu7u5y50SILqRZybnWek17ByJck63uPOSosQBGWloaVVVVuLm1pNGP6Ky0xULJ5i3kxPYBpFVbR/NNOAuAuII0/CpKKKpTd55lTc6xVFFZWYm7u3tHhyjaUWliIrqsDHNQEB79+9d73jZJv2fPnphM0kFJiK5CPs2iST4J4/EtLuaCqiruu+8+Scy7kfJDh6nOzyfHOion/c071vix/UkNjMSErumYY68Cd1a5j+f+++6TxLwLKtl8ut7c0Zwv251MuWgWomuR5Fw0yTchAQWEbdqMr69MJ+hOSjZvxqIUucHGEvKSnHcss0nhP8GY91E3Obelan+aM0b6zndRJTX15gkOn7cfORdCdB3yF100yVZ3XnniBJVpUtvanZRs2cKpoB5Um0x4eXkREhLS9ItEmxp8oTHlZ2xe7RV6IwO9eP26sdLjuovSlZWUbN8OnG6raa+kpIScnBxAknMhuhqpTxBNstWdF+zfz4qvvqI4NJTLL79cFj3p4rTWlGzZgrm6mpG9e+MZESE/cyewJWa98lL45KrBZJi8avW4Likp4auvviIrK4s777xTao+7iNLERHRpKeYePfAcUL/evLi4mOjoaKqqqvDx8XFwBCFEZyXJuWgWn4TxFO3dy+a0NHR6Ouedd5601OviKg4fpjovjx5eXpx17bUoDw9nh9QtuYWE4NG/HxWHjzA0+wgTLrig1vNeXl4cPXqUyspKsrOzpWtHF1GyZSsAPuPHoRxccIWFhXHrrbdisVg6OjQhRDtr1hCLUmq7Umpbcx7tHbBwDt+EBNyqqwkqLgak33l3UGxd/MR7zGhJzJ3M1rXFNkHQnslkIiYmBjhdgyw6v5p68/GO681t5E6JEF1Pc0fOl7RnEML12erOg1NTyR04kOTkZIYNG+bssEQ7Ktm8hQp3dyxjxlBdXY3ZbHZ2SN2WT0ICef/7HyWbNjl8vmfPniQlJXHy5Eni4+M7ODrR1nRlJaXbjLEuR4sPWSwWqqurpUOPEF1Uc/ucP97egQjXVtPvPDuHwwNl5Lyrs9WbZ0ZEsD4vj5j33uOWW25xdljdli1BKz90iKrcXNys3XNsbBMC5XPZNZTt3YulpARTYCCeAwfWez4zM5O33nqLPn36cP311zshQiFEe2rV/TClVA+l1C1KqaeVUsHWbWOVUjFtG55wJT4J4wmxdgewLUYkuqaKo0epzskhOzICgKgo6QjiTG7BwXgOGACcrkW2Z0vOs7OzKS0t7dDYRNsrsZaU+YxzXG+enJyMxWKRkhYhuqgWf7KVUiOBg8BDwP1AD+tTlwNPt1lkwuX4JiTgW1SEZ0UlFouFNGmr2GXZkoM8a19zadXmfLZe145KW3x9fQm2jqanpKR0aFyi7RVb6819HZS0gCw+JERX15rL7ueB97XWA4Ayu+3fAlPbJCrhkrzj41EmEyGZGXi4u1NQUODskEQ7Kdm8mWqTiRwvL0AWH3IFNcn5ls0On4+NjaV3797S7rKT01VVlP5irTd30N8cTk/8lc+lEF1Ta1opjgdud7A9BYg8s3CEK7PVnY/ftJk+l1xCkEwI7ZK01hRv2UJeUBAWwMfHh6CgIGeH1e2drjs/TFVODm51FoSaPXu2M8ISbaxs3z4sxcWYAgLwHDSo3vPFxcXk5eUB1HTpEUJ0La0ZOS8HAhxsHwhknVk4wtX5JIzHs6KC0i31W7qJrqHiWBLVWdnkWOvNe/XqJaOxLsAtKKhmcmCJfP66LFu7TJ/4eJSDDkm2UfOwsDC8rHe2hBBdS2uS86+AvyqlbD2ctFKqN/AM8EWbRSZckq/t1rr1HxCttTPDEe3Alvid6tsXkLpWV1JT2rLZcWkLQFlZGeXl5R0VkmhjNf3NExz3N5d6cyG6vtYk538E/IBMwBtYAxwGCoFH2i404Yps/c63BwTw0gsvsG/fPmeHJNqYLTkYFx3NjBkzGGDtEiKcz1ba0tDI+ZdffskzzzzDnj17OjIs0UZ0dTUlv/wCNFxvHh0dzbBhw+jfv39HhiaE6EAtrjnXWucD5yulpgAjMRL1bVrrH9s6OOF6bHXn5R4e5BUUkJyczNChQ50dlmgjtv7mAHETJ+E74SwnRyTs2RK2hurOfX19AaP0YezYsR0enzgzZfv2YykqwuTnh9eQwQ73GTp0qPzNFaKLa00rxV4AWut1WuvXtNb/lMS8e/FJGE9oTjYgi550NZXHj1OVmYlyd8d79ChnhyPqcAsKarTfua17h3wuO6ea/uYN1JsLIbqH1pS1JCml1iilblVKSQuHbsg3IYGQbFmMqCsqtiYHGZMmsvfwYYqLi50ckajrdEvF+qUt9osRlZWV1XteuLam6s2zsrLIzs6WuT5CdHGtSc7HAZuBvwJpSqklSqkrlVKebRuacFXe8fH4lpTgWVZGdXW1LEbUhdgm+u7t1YsvvviCo0ePOjkiUVdjk0J9fX1r2l7K6HnnUqvevIHFh3766SdeffVVfv75544MTQjRwVqcnGutt2utHwB6AxditE98E8hQSr3bxvEJF2T288N76NCa0XNJAroGW715ldlMtsUCyCInrshn/DgAyg8dosra79qebfRcPpedS/mBA1gKCjD5+uI1ZIjDfWxtFKOjozsyNCFEB2vNyDkA2rBKa30rcB5wDLihzSITLs0nIYEQqTvvUiqTk6lKTycvLAyL1vj5+REYGOjssEQdbsHBeA4wOnU0Vtoin8vOxfaz9I4fi3Kr36uhsLCQ/Px8lFKy+JAQXVyrk3OlVE+l1INKqR0YZS5FwJ1tFZhwbT7jxxGalU2P4mJC6nSMEJ2TLTkosK782rNnT1l8yEX5jK+93oC92NhYRo0axYgRIzo6LHEGiq0/S98G6s1to+bh4eF4ekoVqRBdWWu6tdyulFoDJAHXAwuBflrrs7XW/2nj+ISL8omPJywnhwu+WsrZw4Y7OxzRBmw1zLnRUYAscuLKavqdO6g7Dw8P59JLL2XUKOm201loi4WSrUb3nYb6m8viQ0J0H60ZOf8LsAmI11oP11o/rbU+3sZxCRdnDgjAa7DRh1eWEu/8tNYUb9mCBjJNxp8FqTd3XTX9zg8edFh3LjqX8oMHseTnY/LxwauBHua2kXP5XArR9bUmOe+ttX5Qa72zzaMRnYqta0Th5s0UFBQ4ORpxJipTUqhKTaPE35/iigpMJhNRUVHODks0wC0kBI/+/QBqRlztWSwW0tPTSUpK6uDIRGvYypO8x45FubvXe76qqqqmK5Yk50J0fa3p1qKVUmcrpRYopTYopWIAlFK/sa4aKroJn4QE0qKieE/BZ5995uxwxBmwJQeh/frxhz/8gXnz5uHuIEkQrsM2eu6o7vzQoUO88cYbfPvttx0dlmiFYmt5UlKvQWw4kkO1pXYfc6UUv/rVrzjnnHNqWmUKIbqu1tScXwF8D5QCYwDbzJRA4OG2C63llFJ3KqWSlFJlSqlNSinHM2vEGau2aPaExOFXVITFZCItNVUWI+rE7Bc/CQwMpH///k6OSDTFtxmLEWVlZcliRC5u2a4U0tZuAOCpFG/mvbWRKc+sZFni6fUjzGYzgwYN4txzz5VJ2kJ0A62tOb/D2kKx0m77z8DYNomqFZRSvwaeBx63xrET+F4pFe6smLqqZYlpTHlmJVd/vId0U4CxGJHFwuKfE50dmmilmmXDG5iMJlxPTd35gQNUnzpV6zn7xYhSUlI6OjTRTMsS03jm9e/wLy+mzOzOoR5GyUp6fhnzF2yrlaALIbqP1iTng4CfHGzPB3qcUTRn5j7gLa31e1rrvcAdQAlwsxNj6nKWJaYxf8E20vKN0bjE0L4E5xiLEb2//Bf5x6QTqkxJoTIlhWp3d5YeT2Lt2rVUV1c7OyzRBLfQUDz69gWtHdad20bPbRMJhWuptmgeX7qX4TlHANgbHEe1yQyArajl8aV7qaq2sG7dOg4dOiSfSyG6idYk5+mAo3veUwCnrPWtlPIA4oEfbdu01hbr1xMd7O+plAqwPQD/Dgu2E7P9Y2JfDbkrtF/NSqFhpmIeX7q3Xr2kcG3F1lHz4vixHDxyhE2bNmEytXoJBNGBaloqymJEnc7mY7mk5ZcxMttIzneF9qv1vAbS8sv4ac8JVqxYwccffyzJuRDdRGv+BX4LeFEpdRbG349opdS1wHPA620ZXAuEAmYgo872DCDSwf5/xhjptz3kX69msP1jYi8xpC/B1uQ8wlRIWn4Zm4/lOiM80Uq2CYX5gwYBRjcIqWvtHGx158UOJoXaunqkpKSgtVwwu5rMwjLQmhHZxpjW7tC+Dvc7ceIEAJGRkXh4eHRYfEII52lNcv4P4H/ACsAPo8TlbeANrfXLbRhbe3oaYwKr7SGrOjRDZmH9iWVFHj4UVLqjLBZ8TFX4UOFwP+G6bKOu2YGBgCxy0pnU1J3v3091fn6t5yIiInBzc6OsrIzs7GxnhCcaEe7vRe/CDAIrjHrzg0GOWyTqImPwQz6XQnQfbi19gTaGYJ5USj2LUd7iB+zVWhe1dXAtkA1UAxF1tkdglOHUorUuB8ptX8soYfOE+3s53L43KJb+Bw9xzCec6jDV4H7C9VSmpVGZnIw2mUgrKQEkCehM3MLC8IiLo+LYMUp++QX/6dNrnjOZTFx00UUEBATQo0cP5wUpHEqIC2ZKsTEqvi84lipT7X+OFRAZ6EVVYSog/c2F6E5aXViqta7QWu/VWm92cmKO1roC+AWYYdumlDJZv97grLi6moS4YKICvah7KbM7tB9jtm8nftcOggP9SYgLdkp8ouVso+bVo0dTVFyMyWQiOjrayVGJlrAtBlayaXO958aMGUO/fv2kZ70LMpsUl5uMSszdderNbX9jH71oIOnpxviSJOdCdB/NGjlXSi1q7gG11pe3Ppwz8jzwgVJqK7AZ+APgC7znpHi6HLNJ8djsocxfsA3F6Y4CiSFGrWSfwgwenxqF2SR3IjoL2+InBcOHQ2UFERERksh1Mj7jx3Nq4UKKt9RPzoXr0loTcDCRaiClz+Baz0UGevHY7KEM8a9gi8WCn58fgdayMyFE19fcspb8pndxLq31QqVUGPB3jEmgO4BZWuu6k0TFGZg1PIrXrxvL40v31kwOLfD05URQNCEV+fQ4tp2qswbi5tbiiinhBLaR86revXA7flxKWjqhmrrzffupLijAHBBQ85zWmv3793Py5EnOPvtsvLyk5MxVVBw9SnVODsrTk3f+cSNbU4rILCwj3N+LhLhgzCbF+vXrAaPUTMovheg+mpVBaa1vau9A2oLW+hXgFWfH0dXNGh7F+UMj2Xwst+Yfkz7e5/BhWSnlRw4TnZ4uSV4nUJmRQeXxE2AyMWXuXKb4+FBZWdn0C4VLcY8IxyM2loqkJEq2/oL/9Gk1zymlWL58OadOnaJv377069evkSOJjmS7MPYePRp3L08m9vOst8/EiRPp37+/dNsRopuRZsaiVcwmxcR+IcwdHcPEfiH4TZhQsxiR9FXuHGwtFL2GDMHs74/ZbJaR1U7KNnpesrl+aYutVlk+l67F9rNqbFVepRTh4eFERNTtdSCE6MokORdtwmf8uJrFiE4cNfr2Vls0G47k8OWOFDYcyZHFiVyMLTnwHjfOyZGIM1UzKdTBYkQxMTGAJOeuRGtds/iXbSEpIYSwkcJg0SbcgoOJ8vIkEUg+fpxliWm16tIBoqyTnGYNj3JeoKKGLZHb3zOGRa+9xvjx4xnfyCiecF22BK9s3756def2I+daa6lddgEVx5KozspGeXjgPWqUw30OHjxIYmIiQ4YMYciQIR0coRDCmWTkXLSZXoMGoywWiioq+ON/N9ZbTTQ9v4z5C7axLDHNSREKm8rMTCqSkkApMkwmsrKyKC8vb/J1wjW5R0Tg3qc3WCyU/PJLredkMSLXU1NvPmoUJs/6teYAhw8fZvfu3Rw/frwjQxNCuABJzkWbCTwrgcBTpwAIM9VvfW8ranl86V4pcXEyW3LgMWQwKRlGQyPpo9y5+daUtmyttd1sNteUtiQnJ3d4XKI+2+evsXpz289KPpdCdD/N7XN+d3MPqLV+qfXhiM7MZ/x4Qj/6iFPBwcToUyRRfzEiDaTll7H5WC4T+4V0fJACOD0ZVI8bT2FhoSw+1AX4JCRw6rPPHU4K7dmzJ8ePH69Z0EY4j9b69GRQ6wVVXRUVFWTIRbMQ3VZza87vbeZ+GpDkvJtyCwkhpqiUsHXrONRzBjTSYCCzsKzhJ0W7syUHp/rGwYEDsvhQF2AbhS3bu5fqwkLM/v41z40fP56xY8cSFBTkrPCEVeWJE1RlZqLc3fEe7bjePCUlxVikKCCAALv5A0KI7qG5fc7j2jsQ0TX06DcIz2+XMMz9KOsiRjS4X7i/tOxzlqqsLCqOHQOlyPL2BpC+9F2Ae2Qk7r17U3niBKXbtuF3zjk1z8nqkq7Dtiqv18iRmBpoXWrrrCOj5kJ0T1JzLtpU7IyzARiRc8Th8wqja0tCXP2SF9ExbPWunoMHk5KVBUhy3lXYurYUOyhtEa6hpBktFG3JuXwuheieWtVKUSnVE5gD9AY87J/TWt/XBnGJTsovYTynegRSFt2DQZZ0Dpgia56zNXB7bPZQzCZp5+Ystv7K3uPiiYiIoKysTEbougjfhATyP/+iZk6BvcOHD7Nt2zZ69erFxIkTnRBd91Rt0adXU/bzJNT6s/FtZDJoZWUlSilJzoXoplqcnCulZgBfAUeBwUAiEIuRe21ry+BE5+MWFkbW0GHs6dObsWXpHNCnk/NI6XPuEmyJm99ZZzH7vPOcHI1oS7XqzouKMPv51Tx36tQp9u3bR1lZmSTnHaTueg+RxTm8l56OdnPDe/ToBl93/fXXU15eLvNAhOimWjNy/jTwnNb6MaVUIXAFkMn/t3fnYU6WV+PHv3cy+74vbAMMiwwgi+z7IogWF1yL2tbWrS5t7ab1baulfX9q7duqrdW2VmvV2mqVanEBBESRHVmHdYBZYJh9ILNvyf3740lCZpidTJLJnM915YI8eZ7kPJPJ5OTOuc8N/wBWuzM40TsNHDiQPUBsSBNv3jaVkqp6kiKNUhYZMfeuptJSGk6cAKUIk5VB/U5gaiqBAwfSeOqUUXc+Z47zNse3I/n5+dhsNkwmqWrsSaszC7jvjd24No0dW2qU+x2OGkDeSQtLxoS1eXxwG/3PhRD+rzt/nUcBr9n/3wSEaq2rgMeAR9wVmOi9Bl12GcpmoxYYFW/m2vH9mZ4eL4m5D6jZZfTADh4xgkrAZrN5NyDhVlabpuqSSwHIWvNZs/UEEhMTCQoKoqGhgeLiYm+F2CdYbZoVqw7RcjWHS+3J+f6E9DbXe9Ba1oAQoq/rTnJezfk68wIg3eW2hIuOSPR6UVOnElt+FoC8rCwvRyNcufZXfuWVV3jqqaek97WfWJ1ZwKxfb+APZUYLxZwNXzDr1xucK/KaTCZnDbNjwqHoGTuyyy9YIRlgbOlJAA4kDHWu99DSX//6V15++WX5ACVEH9ad5HwbMMv+/4+A3yqlfgq8Yr9N9HGByUkkNTQAkLNvn5ejEa4cXTys4y6lsrKSpqYm4uKkc05v5yihKLDUcSBhKADDz53GUnqO+97Y7UzQHcm5rBTas1pbxyGpupzk2rM0KROH4ga3ul9dXR1nzpzh9OnThIW1XfIihPBv3UnOfwBst///cWA9cAuQA9zpnrBEb9c/2ViB6HRBgZcjEQ5NZWU0HDe+Vi9PSgIgJSWFoKCg9g4TPq5lCUVxWBwFYXGYtY1R5TkAzhIKR925jJz3rNbWcbjU3l42K2YgdQHBre6Xn58PQGxsLBEuk3mFEH1Ll5NzrfVJrfV++/+rtdbf1lpfqrW+QWud6/4QRW80eJyx8p2lqYmmpiYvRyMAanaerzc/c9YoO+rfv783QxJu0FoJhWP0/NLSE2hwllAMGDAAs9lMaGiovC570JQhcaRGh+A6y8YxGfRAwtA213twfKMhrU2F6Nu6PV1fKRWklBqglBrkenFncKL3Sp41k0Ufr+bad1eiamu9HY6geb25rEDoP1oroTiQYEwFctQ4O/YLCQnhJz/5CXfddRcBAd1a5kJ0gtmkePzqDOD8+g7n682N56a19R5k8SEhBHQjOVdKjVBKbQJqgVwg237Jsf8rBIHJySRFR2GyWqn58ktvh9MnWG2arSfKeH9vPltPlF3QCcKxMmHQZZdRUNC8Bln0Xq2VUOyPNxLAEedOEdJU32w/Sco9Y8mYVF68fSIp0SEk1pwltaYcqzJRNuQSXrx94gXrPdhsNvnQLIQAutfn/G8YLRSXYnRrkb5PolVhkydjyc2jZudOIufN83Y4fq3lYidgfG3uWPSpqbycenvnnIpBA7Hu2E5YWBixsbHeClm4iaOEotBSd77uPDyOotBYkmvPMroshzMjxl1QQtHU1CSJeg9bMiaVRRkp7Hn5TVgLevhI1v3sqlbbypaUlFBfX09QUBBJ9jkhQoi+qTt/mccDl2mtj7g5FuFnTBMnsjPvFFWlpdynNUpJn/Oe0NpiJwCFljrue2M3L94+kRn5BwAIHj6MmP79mWf/sCTPSe/nKKG4743dKM6PluxPSGfRqV2MLTvB3VcvdyaE1dXV/OMf/6CsrIyHH34Ys9nstdj7ArNJ0S/3MBYgafb0Ntd70FpzySWXEBAQIAtECdHHdecvwCGkn7nohJgpU8gdnEZJWBgl0rqtR7S12AmcT9JWrDrkbKEYNnkKMTExzJ07l7lz53osTtGzXEsoHPbba5uvpbBZCUVYWBhnz56loaGBoqIij8faF9XsMErKwqdMaXOflJQUbrnlFm644QZPhSWE8FHdGTl/BHhaKfU/wAGg0fVGrXWFOwITvV/IgAHEVVdTGhVF9tatJA2S+cLu1tZiJw6OTh1le7dhxpgMKvyTo4RiR3Y5xZV1pFQPgjvfIuTkMWw1NZjsfbOVUgwcOJCsrCxOnTpFv379vBy5f2ssKqIxLw9MJkIvu8zb4QgheoHujJyvA6Zh9DcvBs7aL+fs/wrh1C8sHIC848e9HIl/aq1TR0uRDdWYc4w2bnrMaA4fPkxVVVVPhya8wGxSTE+P59rx/ZkyYwwB/VKhqYmaPXua7ScrhXqOY9Q8ZNQozG30Lm9oaODs2bNoLVO4hBDdS87n2y8LWlwc24RwGphu9Fs+I8lgj2itU0dLjhZuQcPSyTt7lrfffpt//vOfPR2a8DKlFOGTjW9KHAmig6MbiKwU2vNcW5i25eTJk/z+97/ntdde81RYQggf1uWyFq31Zz0RiPBP6TNnQm4u54KDqS0vJ1SWiner1jp1uFLAtEpjbbDwKVM4kpcHSKu2viJsymQs77/vTBAd+vfvj1IKi8VCRUUFUVFRXorQ/zlamIZNntzmPo4PSXHy91EIQff6nF/axmWsUmq4Uiq4JwIVvVPs8OGE19WBUpzc9IW3w/E7rS124uC4PrfWeOMPmzzZWcYwSOr/+wTHaG1tZia2mhrn9qCgIJKTkwEpbelJjcXFNOTkgFKETWq73lz6mwshXHWnrGUvsKeVy17gCGBRSv1dKdXx9+2iT0gNCCTSYqHqqHTf7AmtdeoASIkO4c/XDiMo1yhrMY8b5+zOIUlA3xA4YAABqanQ2Ejt3r3Nbhs5ciRjxowhPDzcO8H1AY5youBRl2Bu49sJq9VKfn4+IK9LIYShO91algG/Bn4DOL4rnQL8EFhhv8+ngP8FfuSGGEUvd+X48RT99KeEjh/v7VD8VstOHUmRIUwZEkfNhvWc1pqg9HSK6urQWhMTE0NkZKS3QxYeoJQibPIkKv67iuodOwifMcN52zxZGKzH1WzfDkD4lKlt7lNQUIDVaiU0NFTKWoQQQPeS858C39Nar3HZdkApdRr4ldZ6ilKqGvgtkpwLIGLqFIo4/9W6o6WbcC9Hpw5X5+tdJ3FU6s37pPApU6j47ypqdu7ydih9TrU9OQ+b1nZy7qg3HzhwoCwKJoQAulfWMhbIbWV7rv02MEpcUlvZR/RBgf37E9AvFZvVSsUuSRA8qXqbY+RuSrMkQPQdzrrz/fux1dY2u01rTUlJibTW7AGNZ84Y/c3NZsImTWpzP6k3F0K01J2R8yPAT5RS92itGwCUUoHAT+y3AfQHZOk5ARhfre+fMZPDCmZv3cbcOXO8HVKf0FReTv3RowCETZ3K1WYzeXl5Mhm0jwkcOJCA5GSaioqo3buX8OnTnbetXLmSzMxMFi1axAyXkhdx8aq3G1WfoWPGtNnfHGDChAlER0eTnp7uqdCEED6uO8n5A8B/gdNKqf32bWMBM7DUfn0o8MLFhyf8RUhqCtbSUvILC70dSp/haJ8XPGIEAfHxxAAxMTHeDEl4gVKKsClTqFi1ipqdO5sl5ykpKWRmZkrHlh5Qs20bYHwwbs+wYcMYNmyYJ0ISQvQSXS5r0VpvAYYAjwH77ZfHgCFa6232fV7XWv/GnYGK3m2wfTJokUld8NW66BnVjuSgnXpX0TeETTF6bFe36HfuuhiRrE7pPlprZ715uLz+hBBd1J2Rc7TWlcCf3ByL8GODx4+HdeuoiIqifOdOEqS0pcfVOOrNp01j+/btWK1WMjIyZPS8Dwq3L4BTt28/tro6TCFG283U1FRMJhNVVVVYLBb53XCTxtxcmgoLUYGBhE6Y0OZ+x48fx2QyMWDAAIKCgjwYoRDCl3Vq5FwpdY29rtzx/zYvPRuu6K3Cw8OJttkAONli9E64X2NhobH4iclE2KRJbNu2jU8++YSysjJvhya8IDAtjYCkJHRjI7V7953fHhhIaqoxd98xYVhcPGe9+fjxmEJD29xvw4YNvP766xw7dsxToQkheoHOlrW8B8S6/L+ty3/cFZjwP/3tPXwlCeh5jv7KIaNHU6MU586dQynFgAEDvByZ8AZH3Tmcn4vg4PidkNel+9Rs77ikrKGhgUL7HBzp1CKEcNWp5FxrbdJaF7v8v62LuWfDFb3ZkNGjASi02ZotJS7cz9lCcdpUZ9KVlJREcHCwN8MSXhRmL21pmZy71p2Li6e1Pv/6a2cy6JkzZ9BaExUVRXR0tKfCE0L0At3pcy5EtwyZMIHUsjL6nzpFzZdfejscv2UkB45OEdOkv7kAzk8Krd2/H1t9vXN7Wloas2bNYuHChd4Kza/UZ2VhLS9HhYQQeumlbe4nr0shRFs6nZwrpaYrpZa22PZ1pVS2UqpYKfUXpZQMy4k2xcfHszQykpFHjlK9dZu3w/FbjXl5NBUUQGAgYRMnNEsCrDbN1hNlvL83n60nyrDapENHXxE0eDABiYnohoZmdecREREsXLhQ2vm5SY293jzssstQ7UzyzLOv2CulZkKIlrrSreUxYCPwAYBSaizwMvAqcBj4MXAG+IU7AxT+JXzadCzvrqR621Zvh+K3HF+ph40bhzUwkIKCAgCya0O499cbKLDUOfdNjQ7h8aszWDJGFvT1d0opwiZPpuKjj6jZsYPwqVO8HZJfqu5EvbnNZnN+aE5LS/NIXEKI3qMrZS3jgfUu178KbNda3621/h3wXeBmN8Ym/FD4tKnUhoZwuqSUprNnvR2OXzo/GW0apaWlKKUIDAnjof8ca5aYAxRa6rjvjd2szizwRqjCwxyTQh0JpENjYyNZWVns2rXLG2H5DW21UrNjJ2C0MG1LSUkJ9fX1BAUFkZyc7KnwhBC9RFeS81igyOX6XOBjl+s7ASmeE+0qaWpi1XXXsXn2LGddtHCfZpPRpk0lNTWVHz/8CBusl6BRF+5v/3fFqkNS4tIHhM8wVget3bcfW3W1c7vFYuHNN99kzZo1NDU1eSu8Xq/u8BFsFRWYIiIIGTWqzf0SExO59957WbZsGSaTTP0SQjTXlb8KRRgrg6KUCgImAq7ZVSTQ6L7QhD9KSkoiAGgIDua0PYkU7tPaZLTdpyo4XtH2S10DBZY6dmSXeyhK4S2BAwcS0L8/NDay/u21znkH8fHxhIWF0dTU5CyDEl3naGEaNnkyKqDtqlGTyURKSgqXXHKJp0ITQvQiXUnOPwKeUkrNBp4EaoBNLrdfCpxwY2zCD5nNZlKjYwDIO3nSu8H4IceqoK6T0Yor69o7xKmz+4nea83BQtaHGTXO299ZzfKXtjHr1xtYc7CQQYMGAecnKoquc5QLhbdTby6EEB3pSnL+c6AJ+Ay4G7hba93gcvu3gLVujE34qbRRxmhRkdlEY36+l6PxL9WOkbtpUyktLeVPf/oTZ491ro44KTKkJ0MTXrY6s4D73tjNluihAEwoyQLOzzuoCYwBpN95d+nGRmp2GS1iw9qpN7dYLLz33nvs3bvXQ5EJIXqbTifnWutSrfUcjNrzWK11y9VAbwJWuDM44Z8G21u2lSYmSt25G+mmJucCM+HTppGbm0tRURHUnCU1OqSVinODwujaMmVInMdiFZ5ltWlWrDqEBvYlGq+/oRUFxNRVOucdvHW4FjBGzrWW+QddVXsgE11TgzkmhuDhw9vcLycnh3379snkWyFEm7o8E0VrbdFaW1vZXt5iJF2IVg0YMAAFVEdEUCz9zt2m7vBhbJWVmCIjCRk1itzcXMBo1fb41RkAFyTojuuPX52B2dRW+i56ux3Z5c5OPZbgCE5E9wNgXOlxwJh3cKzSjMkcQG1tLaWlpd4Ktdeq3rIFMEbNVTuTPB1lQ44yIiGEaMmnpokrwy+VUgVKqVql1DqlVNtDEMYxjyqldiqlKu2LIb2nlBrpqZhF1wUHB5MYFQVAXvZJGaVzE+eqoPbJaI4kIC0tjSVjUnnx9omkRDcvXUmJDuHF2ydKn3M/13I+wZ5E48/qhOIs5zYbJsJiEwEpbekOR3Lu6IjTFsfPVpJzIURburIIkSc8jNEv/RtANvArYI1SKkNr3dZstbnAHzFaOQYATwBr7cdUt3GM8LLZCxaQ/9OfEn/qNPVZWYSMGOHtkHq9mq3Gwk7h06Zy7tw5LBYLSinnCoRLxqSyKCOFHdnlFFfWkRRplLLIiLn/azmfYE/iCG48/hkTSo6B1qCM34HRk2dx2ZBEEhISvBFmr2O1aXZkl1NaVEb63n0oIHzGzDb3r6mpoaSkBJDkXAjRNp9JzpVSCngI+F+t9fv2bV/HaOF4HfCv1o7TWi9pcT93AMXAZcDnbTxWMBDssinyooIXXTZm3DiiklOoPn6Cmq1bJTm/SLa6OudktPCZMzlqHzXv168fQS5LiJtNiunp8V6JUXjPlCFxpEaHUGipQwMH4wfTaDKTVHuOftWlFEQkkhIdwqJJo+TDWietzixgxapDFFjqmFpwkF/YrBRFJpJ7zsSSAa0f4xg1T0hIICwszIPRCiF6E18qaxkCpADrHBu01hZgO9D+94TNRdv/ba9p86OAxeVyukuRCrdwfP1bLXXnF61m15fohgYCkpMJGjrUWW8uo3MCjA9lrvMO6gOCORQ3GDjftUXmHXSeo/ONo45/YvExAHYmDGt3xV2pNxdCdIYvJecp9n+LWmwvcrmtXUopE/AssFlrndnOrk9iJPGOSxvjHKInVYwcyZFRl3D62DF0o6xfdTGc9a4zZ6KUIiwsjJiYGEkChFPLeQd77XXn086eaDbv4NChQ7z77rtkZWW1eV99mWvnG4cJJUZyvifR+AawrRV3q6qqAEnOhRDt81pZi1LqNuDPLpu+4oa7/SMwBpjV3k5a63qg3iUWNzy06Kq9xcXsHz+epgOZ1B7IJGziBG+H1GtVb94MQPiMGQAsXLiQhQsXymRb0YzrvIOK3cHw89VMOZfNiFFJzn1yc3PJzMwkNDSU4e20BOyrXDvfACTUnGNgVQlWFPsShjVbcbdlCdmyZctYsmQJZrPZw1ELIXoTb46c/xcY73Jx9O5KbrFfMlDY0Z0ppZ4HlgLztdZSptILDEozVio0+p1v9XI0vVdTSQn1R48CF3aKkA+eoiXHvIPFy+ZhiozEVlFB3aHDztsdo7rSsaV1LTvfTLSPmh+LHUR1UGib+zmEhoY2mwcihBAteS0511pXaq2POy7AIYwkfKFjH6VUFDAVaDNzs7dffB5YBizQWmf3cOjCTQYOHAhAWUI8lVskOe+uanuXluCMUQTExVFVVSUj5qJDKiCAsKlTgPO/Q3A+OS8qKqKurq0mWX1Xy843E+z15nuShre7n7wmhRCd5TM159r4y/Us8DOl1DVKqbHAa8AZ4D3Hfkqp9UqpB10O/SNwO3ArUKmUSrFfQhE+LTExkdDgYKwBAeTn5WGtks6X3eEoaYmYabRwe/PNN3n66afJycnxYlSiNwif7piUvcW5LTIyktjYWLTWnD4tX0K25Oh8owClbc4Jtbvt9eZtrbj79ttv8+qrr8rPVAjRIZ9Jzu2eBv4A/AWjb3kEsKRFj/N0wLUJ730Ykzo3AgUul1s8EK+4CEop0oYMAaAkPp6aHdu9HFHvo7WmymUyaH19PYWFhdTV1REXF9fB0aKvC59uzFGo/XI3NpdRcsfouaPrjzjPtfPNUEsB0Q3V1AQEcyQurc0Vd202GydPniQ3N5eAAJ/pYCyE8FE+lZxrw2Na6xStdYjW+nKt9bEW+wzWWv/C5bpq4/Kqp+MXXTd48GAASpISqf7iC+8G0wvVH8vCWlKKCgkhdOJETp06hdaamJgYouyrsArRlqAhgwlISUE3NFCzc5dzuyM5d7T+E805Ot/MqTwJwIH4oVhN5jZX3C0sLKShoYHg4GCSkpJau0shhHDyqeRc9D1p9kmh52JjqdwkyXlXOVoohk2ejCkoyJlMOX6uQrRHKUX4LKMcyvXD8eDBg52TiaVWunVLxqRyR1AxAEOWLOCfd0/ji0cWXJCYA84Ss7S0NEwmedsVQrRPvl8TXpWcnMw3vrqcqptuoqmhgYbcXIIksey0li0UZfEh0VURs+dgeeddqr74wtkqKzY2lkceeYTg4OB2j+3LbHV11H5prMo77eYrCW5n5V3H61I+NAshOkM+wguvUkoxeOQIIsePB6BKRs87zVZfT80uoxQhfOYMmpqayM/PByQJEJ0XPn0amM00nDhBo/33RykliXkHar5svipvW2w2mzM5d5TxCSFEeyQ5Fz4hfJaxbpTUnXde7e7d6Lo6AhITCR4+nDNnzmC1WgkPD5fJoKLTzFFRhDo+HH+x+YLbm5qaPBxR71BtH0hwrMrblqKiIurr6wkKCiIlpVOLXQsh+jhJzoXX1dXVsTkslHWLLqdyxw5sDQ3eDqlXcNSbh8+YgVKKiIgI5syZw6RJk2TxIdElEbMdH443ObfV1tby8ssv85vf/EYS9FZUbTJ+VhFzZre7n9aaESNGMGLECKk3F0J0ivylEF4XFBTE4dOnKU9I4FxwELW7d3s7pF7BUQLkmNAXFxfH/PnzmTdvnhejEr1R+CwjwazeshVt/3AcEhLCuXPnaGhokN7cLTTm59Nw4gSYzc75Hm3p168fy5cv54YbbvBQdEKI3k6Sc+F1JpPJOYGxJClJSls6obGoiPojR0ApZ0mQEN0VkjEKc1wctupqavbuBezzQew10rKgVXOOUfPQ8eMxS8tSIYSbSXIufIJjAmNxUpJMCu2Eqs8/ByDk0rEExMZSXl7OkSNHqK2t9XJkojdSJtP5loourz/H61IWI2qu6nN7Scvs9j8Y19TUcO7cOQ9EJITwJ5KcC5/gSAJKExOpO3qUxuJiL0fk26odycGcOQBkZmby1ltvsWrVKm+GJXqxiNlGaUtVi37nAKdPn5a6cztbQwPV27YBED67/Xrz/fv389xzz/Hee+95IDIhhL+Q5Fz4hNTUVAIDA2kIDsYSE0315i3eDsln6YYG52TQiDlzgfNlB9KqTXRX+MyZoBT1hw87PxzHx8cTHh7erE1nX1f75ZfomhrMCQmEjBrV7r6ObxwSEhI8EZoQwk9Ici58gtlsZuDAgQCUJCZRvWlTB0f0XTW792CrrsYcH0/I6Ayampo4deoUAEOGDPFydKK3CoiLI2T0aADnh+OO6s6tNs3WE2W8vzefrSfKsNr8fzVRZ0nLrFmodrqvaK2lv7kQoltkhVDhVVabZkd2OcWVdZgik4gOK0RpTfXmzWirFWU2eztEn1O1yag3dyQH+adO0dTURHh4uIzQiYsSPnsWdZmZVG/aRMyy6wAYPnw4NpuN5OTkZvuuzixgxapDFFjqnNtSo0N4/OqMVpew9xfO118HLRSLi4upra0lMDCQ1FT//XkIIdxPknPhNS3f3BWafpHj+HPB21irq6jdt4+wiRO9HKXvqbZPBo2Ya9Sbu5a0SH9zcTEiZs+m7MU/NftwPG7cOMaNG9dsv9WZBdz3xm5ajpMXWuq4743dvHj7RL9M0BvPnKHh+AkwmTpsoeh4XQ4aNAizDDIIIbpAylqEVzje3F1H3TSKM5WNbIodDkDVpxu9FJ3vaszPpz7ruJEczDS6a0i9uXCX0EsvxRQZidVioXb//lb3sdo0K1YduiAxB5zbVqw65JclLo6SltBx4zDHxLS7r6OkxTHZXQghOkuSc+FxHb2570i+hLrgYCo3bvRwZL6vWX/l6Ohm9eaSnIuLpQICnC0VqzZ+5tyutaasrIyCggJ2ZJc3+1DdkgYKLHXsyC7v6XA9riurgkq9uRCiuyQ5Fx7X3pt7muks/Ycrdk6dQkNWFg2npUOEq6oWLRTNZjP3338/1157LfHx8d4MTfiJyPnzAaj69FPntj179vD888/zySefUFzZdmLuqrP79Ra2hgZqtm4FIHz2nHb31Vrzla98hSlTptCvXz9PhCeE8COSnAuPa+9Nu0oHEahsFCUlY1OKKhk9d7I1NFBtTw4c9eZKKeLi4hg/frzUmwu3CJ89G0wm6o8do9HePtGxgm9eXh7xoZ2bqpQUGdJjMXpDzfYd2GpqMCcmEJLRfgtFk8lERkYGV155pdSbCyG6TJJz4XHtvWmX6zDqtRlbYABn4+IkOXdRs2MnuraWgMREgi+5xNvhCD8VEBtL6MQJAFTa533Ex8cTGRmJ1Wol2VxFanQIbX0UVBhdW6YMifNIvJ7i+CYhct78dlsoCiHExZK/MMLjpgyJa/PNXaMosEUCUJScTM327diqqz0boI+q2rABgIh5c1FK0djYyL///W+2b9+OzWbzcnTCn7QsbVFKMXToUAByc7J5/OoMY3uL4xzXH786A7PJf77J0VpTaf9ZRCyY3+6+VquVzz77jLy8PLT2v0mxQoieJ8m58DizSbX75l5ojQKgJG0QurHRWcrRlzVPDhYAcOrUKQ4dOsTmzZulpEW4VYQ9Oa/esQNrVRVwfoGr7OxsloxJ5cXbJ5IS3fxbsJToEL9so1h/9ChNBQWokBDCp09vd9/8/Hw2btzIW2+95aHohBD+RvqcC69wvLm3XMQkJTqEe+ZOY/8neZTGxNBkNlO5cSORl1/uxWi9r/7wYSM5CA11JgcnTpwAYOjQoZKcC7cKGjKEoLQ0GnJzqf5iM1FLrnAm52fOnKG2tpYlY1JZlJHiXEQsKdIoZfGnEXOHSvu3VuEzZmAKab+W/uTJk4DxYUZel0KI7pDkXHhNW2/uJgXZ2yKprKykLCGB4I2foW22Pl3nWbnenhzMPJ8cOJIAR7mBEO6ilCJi/nzKX32Vqk8/JWrJFURFRZGQkEBpaSk5OTmMGjUKs0kxPd3/uwRVbbDXm3dQ0gLGNwtw/psGIYToKknOhVe19eY+ZcoUmhoaiPxkHdbSUuoOHiR07FgvROgbKj81kvPIBQsBqK6uprCwEJDkXPQMZ3L++efO1ULnz5+P2WzuU727G4uKqcvMBCBi7tx2921oaOD06dOAvC6FEN3Xd4cihU+bNWsW8xYsIHniROD818p9UeOZM9QfOgwmExHzjOTAMTqXlJRERESEN8MTfips4gRMUVFYz56ldt8+ADIyMhg5ciTBwcFejs5zHB2jQsZdSkBiYrv75ubmYrPZiImJITY21gPRCSH8kSTnwqdFLjQmP1atW+/lSLzHMRE0dMIEAuKM9nRS0iJ6mgoMJGK2sRKm64JEfY2zheL8BR3uK69LIYQ7SHIufFZNTQ2n+vfnXHw89VlZ1NtHi/uaqvWOkpbzyUFjYyMmk4n09HRvhSX6AEfXFsecBzAmhK5fv56srCxvheUxtpqa8wt/ze+43jzfvmiT1JsLIS6GJOfCZ23YsIF3P/yQU9OnAVC5bp2XI/I8a2Ul1Tt3As37K99www08/PDDkgSIHhUxdw4EBtJw8iT19u5AR44c4YsvvuDAgQNejq7nVW36Al1fT2D//gSPGN7h/nfccQd33nknw4YN80B0Qgh/Jcm58FmOr4YL440Jo5Wf9L3kvOrzz6GxkaChQwlukYgHBwfL0uCiR1htmq0nyvjgRAWN4y4DoHLtWqB5v3N/X2THcc6RV1zRqbaIJpOJAQMGENJBu0UhhGiPJOfCZzn6d59taKA6Ipy6/ftpLCjwdlgeVbn2E+B87T0YJS1C9JTVmQXM+vUGlr+0je/9ay/PNw0EIP/9jwAYOHAgAQEBVFVVUVJS4s1Qe5Stvt5Zbx61eJGXoxFC9CWSnAufFRISwoABAwAomzIFgMo+NDHUVlNjjJwDkVcsMbbZbPzud7/jpZdeorKy0pvhCT+0OrOA+97Y3WxhsG2pY7AqE0E5x1m3/ksCAgJIS0sDzi+E5Y+qN2/BVlNDQHIyIZde2u6+WmteeeUVVq1aRZV9RVUhhOguSc6FT3NMeCy291Wu/OQTL0bTMxwlBO/vzWfriTKsNqNUoOrzTejaWgIHDCBkdAZgTDirq6ujvLyc8PBwb4Yt/IzVplmx6hAtC1UqgsPZn2C8Dje/8g5Wm3a+Lv05OXeWtCxe3OECaKWlpZw6dYp9+/b1qTaTQoieIYsQCZ82bNgwNm7cSH5TExOVombXLprOniXAT3oIr84sYMWqQ81GKlOjQ3j86gzGrFkNQOQVi531ro5kaOjQoZj68Iqpwv12ZJc3+z10tbnfWCaUZHHpyd3syC5n2LBhrF27lpycHBobGwkMDPRwtD1LNzQ411boTEnL8ePHARg8eLDf/SyEEJ4n7+7Cp6WmphIaGkp9YyNVl00Em40qP1mQqLUSAoBCSx0PvboNy6cbAYhassR5m/RRFj2luLL1xBxgS+oYbCguOZtHeXYeCQkJREdHExwcTFlZmQej9Izq7TuwVVRgjo8n1L4QWnscybl0aRFCuIOMnAufZjKZuPHGG4mPj6fxzTcp2fUlFavXEHPDDd4O7aK0VUIAoIHLio9iqqsjoF8/QsaMwWrTbD5yhlP2pcEHD5HkXLhXUmTbHUbOhkRxKH4wY8qySdm/DXX5BL75zW8SFRXVqS4mvY2zpGXR5agOOiI1NDSQm5sLSHIuhHAPGTkXPm/o0KFEREZxIsPod161ZQsNZeVejuritFdCADDzzH4AqqbOYc3BQmb9egOP/WMDaM1ZWwhL/7yb1Zl9q3ON6FlThsSRGh1CW6n25n7GpMj4LzcDEB0d7ZeJuW5qonK9MfE8avHiDvfPycnBarUSHR1NvL3tqxBCXAxJzoXPc7R2u+XjMxyP7o+yWnnsh3/o1clpeyUEQdZGphYeAmDzgEudpS8DTBYATlujKbTUcd8bkqAL9zGbFI9fbUw8bplyK2Bz6lgAanfvprGo2Hmb1hqr1eqhKHteza5dWMvLMUdHEzZ5cof7u5a0+OOHFSGE50lyLnyaoy47uOoMlwdl8UXGJAAmZO3o1clpeyUElxUdJaypnuLQGF4pC3eWvpyyxpDdFEueLca5bcWqQ87uLkJcrCVjUnnx9omkRDf//UyJDuFX9yww6q+1puJjo+f5li1beOaZZ9i9e7c3wu0RFR9+CEDk4kWoTkzujIqKIj4+XkpahBBuIzXnwme51mUnqGoGmi2cSkkEYExZNvG1FlasOsSijBTMpt41YuUoISi01F1Qdz77zD4AdqWNp7zm/IJDubZYcm3nu9RooMBSx47scqany9fpwj2WjEllUUYKO7LLKa6sIykyhClD4jCbFOVfuYra3bup+OBD4u+4A5vNRmVlJcePH2dyJ0aZfZ2toYGKNUa9edTSqzt1zKxZs5g1a5bfr5YqhPAcGTkXPsu1LjvfFg1AQnAdB+KHYEIzO3+vMzntbdoqIQhtrGN6QSYAwYuXtHLkhdorkRGiO8wmxfT0eK4d35/p6fHOD79RS5aA2UxdZiYNOTnO0eLs7Gyampq8GbJbVG/ahK2igoDkZMImXdalY6WkRQjhLpKcC5/lmnQW2SJo0GZCVRObh00AYN7pPRfs15u0VkIwveAgIdZGGvsN4LLFM53b081lRKtaaKW/S3slMkK4U0B8POEzZgBg+fBDkpOTiYiIoLGxkby8PC9Hd/EsH3wAQNRVV2FTplYXB3NVVFTkV/X2QgjfIGUtwme5Jp02TORboxgScJbifilYlYkR506TWlXaq5PTliUEQ55+G4DUG5cRNzSe1OgQzloqmR2YjVLwr9pLqSUIMEbcU6KNkgMhPCV66Veo3rSJig8+JOH++xk2bBh79+4lKyurV/fft1ZVU7XhUwAOjprKT3+9odXFwZaMSQWgsbGRv/71r5hMJu677z5iYmK8EbYQwg/JyLnwWS1bu52yxQCQFFTL3kTj6/SlpZm9Pjl1lBBc1S+QwL27AIheutRZ+tLfXIFSUGYLbZaYAzx+dUavq7cXvVvEwstRwcE0ZGdTd+gQI0aMAODo0aO9uu66av06dH09jf0GcufmylYXB3OdhO4o5QkNDSU6OtobIQsh/JQk58JntazLPm2NxqYhzlTLF2lGacvVJfvxl9y04qOPwGYjdPx4ggYNAoyR9WXpxiIop63nE4CU6BBevH2icxRPCE8xR4QTMX8+ABWrPiA9PR2z2czZs2cpLS31cnTdZ1lllLR8kHQpupX68ZYdko4ePQrAiBEjpN5cCOFWUtYifJqjLnvFqkMUWOooskWigfxhA7DtCyYwP4+6/fsJHTfO26FetAp7chB1zfkuETabjZrSfADu+soMGkPjmnXPEMIbopd+hcrVq7F8+AFJP/oh48ePJzAwkMBOtB70RY3FxVRv3QrAqoSxbe7n6JC0/WQZx44dA2DkyJGeCFEI0YdIci58nmtddlHFpSRHhTFlSByF1buo+O8qzq38T69PzutPnKDu4EEICCDqyiud2/Py8qitrSU0NJQlU0djMsmXXcL7IubMwRwXh7WklKpNm1i6dKm3Q7oolvffB6uV2pGjKYhI6HD/nFOnqKqqIigoiLS0NA9EKIToS+SdXvQKjrrs6yYMdLZ2i7n+esBYNMRWW+vlCC/OuZUrAYiYPZuA2PO9zF2/OpfEXPgKFRRE9DXXAGCx/+72VlprLO8a56CXdK63ubX8DGCsChoQIGNcQgj3knd70StVVVXRMGIEgf37Y6uqonLdOm+H1G26oQHLe+8DEHPTjc1uO3nyJCBfnQvfE339MgAqP91IU1kZTU1NnDhxglOnTnk5sq6p3bOHhpwcVFgYl95+Q7NJ6C0pjK4tVcXGOcrrUgjRE3wqOVeGXyqlCpRStUqpdUqp4V04/idKKa2UerYHwxRetmXLFn7729+y6YsviF5mJAjnevHoXeXGjVjLyghITCRizpxmt911110sX76c9PR0L0UnROtCRowgZOxYaGrCsmoVmzdv5o033mDLli3eDq1Lzr37LmAssBQYGdHq4mCu1x+/OoPrr1/G/PnznYswCSGEO/lUcg48DHwX+DYwFagG1iilOmxkrZSaDNwL7O/RCIXXpaSkAHDs2DEi7V+t12zbTmN+fofHWm26w4VFPO3cO+8AEL1sGarFV+SBgYGMGDGCoKAgb4QmRLtibjBKyyzvrmT4cGMc5cSJE71mtVBbdTUVH68Gzp9La4uDQfMOScnJycyZM4ewsDCPxyyE8H8+UyynjF5UDwH/q7V+377t60ARcB3wr3aOjQD+AdwN/KwTjxUMBLtsiuxu3MLz0tLSCAkJobq6mmI0YdOmUbNtG+dW/ofE7zzY5nGrMwucXV8cWi4s4mmNBQVUb/oCOJ8cCNFbRF11FUVPPkV9VhYppaVERkZSWVlJdna2M1n3ZRWr16BraghKSyN04kTn9paLg0mHJCGEJ/nSyPkQIAVwFg9rrS3AdmB6B8f+EfhQa93ZwuNHAYvL5XSXoxVeYzabnQufHDp0iJgbjTrtc2+/jW5sbPWY1ZkF3PfG7g4XFvG0cytXgtaETZ1KkEvXB4vFwgsvvMCGDRt69cIuwr+Zo6KIXLQIMF5/jhrsI0eOeCWern4zdu5tY0Xe6Ouvv6BXuWMS+rXj+zsnodfV1bFy5UoyMzPldSmE6DG+lJyn2P8tarG9yOW2CyilvgpMxEi4O+tJINrlMqALxwofMGrUKAAOHz5MxKLLMcfH01RSQuX69Rfsa7VpVqw6RGtvpS0XFvEkbbU6u0Q4PmA4HD16lJKSEnJycmSBE+HTYm9dDhh9+kcMMP6UHjlyBJvN5tE4VmcWMOvXG1j+0ja+96+9LH9pG7N+vaHVD95Wm2bHmi3U7tuHDggg0j53pSNHjx7lwIEDfP755/K6FEL0GK8l50qp25RSVY4L0OXVK5RSA4HngNu01nUd7e+gta7XWlc4LkBlVx9beFd6ejqBgYFUVFRQWFrq7HKS+/LfLxg125FdfsGIuSvHwiI7sss9EbpT1Wef0XjmDOboaCIXL2p2m2PkUbpBCF8XOmECwaNGoevrid65i9DQUGpqasjNzfVYDF35ZsyRxG/57Z8B2Jgylnkv7+/Ut2eHDh0CICMjw43RCyFEc94cOf8vMN7l4lj3ObnFfslAYRv3cRmQBOxWSjUppZqAucB37dfNbo5Z+AjHREkw3jD3jZ+PTSkCDuzld3/5uNmoWXFl5z63dXY/dyl//XUAYm6+CVPw+SkQ1dXV5OTkAJIECN+nlDo/ev6vf3GJ/QNldna2Rx6/K9+MOZL4ypJy5p3eDcAHQ2Z0qrytrq6OEydOAPK6FEL0LK8l51rrSq31cccFOISRhC907KOUisLo2rK1jbtZD4yleZK/C2Ny6HittbWn4hfeN3nyZK699lrq44dzz+rTbEkZA8BXso1fF8cbbk5pdafuLymyw6ZAblOflUXN1m1gMhG7fHmz2w4fPozWmn79+hHrsiCREL4qeulSTFFRNJ4+zbjAQO69917mz5/vkcfu7Ddj206UOZP4xbk7CLY1cSK6H4fiBneqvO3YsWNYrVYSEhJITEx0+3kIIYSDz9Sca2N2zbPAz5RS1yilxgKvAWeA9xz7KaXWK6UetB9TqbXOdL1gtF8ss/9f+LG0tDTGXjqO/7fmBBr4YOgMABae+pKwxjrnG+4/d+SREtXxwiJThsR5IGpD+Rv/ACDy8ssJ7Nev2W0HDx4EZHRO9B6m0FBibrgBAPWf90hJSfFYTXZnv/HaerKUAksdJm1jqf0D/KohM8EeZ0flba4lLVJvLoToST6TnNs9DfwB+AuwE4gAlrSoJ08HErwQm/BBrqNm+xKGkReZRFhTPVfkbgeMN9zCinqWTxkEtL+wiKfapFktFizvGyuCxt5+W7PbqqqqnCUto0eP9kg8QrhD7PKvglJUb9pEvX1lW090NOn8N17G63vGmQOk1pRRERjGxgETLtirtWS/vr6e48ePA/KhWQjR83wqOdeGx7TWKVrrEK315VrrYy32Gay1/kU79zFPa/1QT8cqfENBeQWjAwqZH3QCFKxMnwvA9cc/J8B2fiGUwQlhHS4s4iln//lPdF0dwSNHEjZ5crPbmpqamDBhAsOGDSMmJsZjMQlxsYIGDSJiwQIATr/8MitXruSFF17o8QR9ypA4UqM7/mZseno8aM2NWRsBWDV0JvUBFy7u1VqyX1FRQVJSEvHx8SQlJbkveCGEaIXPLEIkRHckRoYwMeAMAcpGvKphw8DL+NqRNSTUWZh3eg/rBhnJb1Kk8ebs7YVFbLW1lP/9NQDi77rzgq/HY2JiuMa+6qkQvU38XXdStX49tas+4FhEBPUNDeTl5ZHm0sPf3cwmxeNXZ3DfG7tR0GxiqOs3Y9OGxjOv7hQjz52i3hTAqqEzm92Pwviw3lp5W2JiIvfccw/19fVS0iKE6HE+NXIuRFfNGJFCidl4Mx0aUE6jOYD30mcDcGPWRkza1qyevLWFRTzp3L/fwXr2LIEDBhB15ZUefWwhelrYhAmETZqEuaGBwVZjPv6BAwd6/HGXjEnt8Jsxs0nxnRKj3O2TtMlYgiOc+3W2vC04OLjN24QQwl1k5Fz0amaTYu7UiRzbupah5nJ2NQ7go8HT+OrR9aRVFjGl8DB3fO1rXUrCrTbdI6PruqGBsr/9DbCPmgc0f/nl5OQQEBBA//79ZXRO9Frx99xNza5d9Pt8E0dnzuDgwYMsWbKEgICefbtZMia13W/G6o4cIWz3drTJxBfjFzcbYk+JDuHxqzNaLW8rKysjPDyckBDPdXMSQvRtkpyLXu/mhVN4ctdnhDXWk2KqpCAwig+HTOfmrE/5SckXjBv9407f1+rMAlasOtSsNVtqO2/cXWFZ9QFNBQWYExOIbmVFwrVr11JQUMA111zDhAkXTlQTojcInz2b4JEjiT92jHClqK6rIysry7mqb09yfDPWmpI/PA9A9JIrWPn/bun0B/BVq1aRn5/PDTfcwCWXXNJjsQshhIOUtYhez2w2M26s0dnkzowAnvvqeK5Y8UNUWBjBJ7Oo/OSTTt1PV1YZ7CpbQwOlL7wAQPwddzRbdAiguLiYgoICTCaTrAoqejWlFAn3349JawYeywI8U9rSntoDmVStXw8mEwkPPtjp8rZz586Rm5tLU1MTqamemzQuhOjbJDkXfmHs2LEAlJ4+wVfGJDNtYjrxd3wDgJLf/x5tbX89qq6sMtgd5956m8b8fAISE4m99dYLbt+3bx8Aw4cPJywsrFuPIYSviFy8iJDRoxl03EjOjx07Rm1trdfiKfnD7wGIvnopwUOHdvo4x4eKwYMHEx0d3SOxCSFES5KcC7+QlpZGXFwcQ4cOdSYBcXfcgSkqiobjJ6j46KN2j+/sKoNtLVDSHlt1NaV/+hMACQ/cjyk0tPntNpszCRg3blyX718IX6OUIvGh7xFzzsKA/HxmTZzY7v5Wm2briTLe35vP1hNl3f4Q3Jqa3Xuo/nwTmM0k3H9/p4/TWrN//34ALr30UrfFI4QQHZGa8y6wWq00NjZ6Owy/FhQUhMnU9c+MSikeeOCBZseao6KIv/NOSp55hpJnnyNy0SJMbUzq6uwqg53dz1X5a69hLSsjcNAg5yqKrrKzs6msrCQ0NJThw4d3+f6F8EXhs2YROukyZny+ieikJEKvuqrV/Xpynoe22Sh66ikAYq5fRlAXWjoWFBRQWlpKQECALDwkhPAoSc47QWtNYWEh586d83Yofs9kMjFkyBCCgi5cHKQzx7YU97XbOfvPf9KYn0/Zyy+T+MADrR7b2VUGO78aoaGxqIjSl/4KQOJ3voMKDLxgH0dJy+jRo3u8o4UQnqKUIukHPyT31luxvLuS2FtuIdRefubgmOfRcpzcMc/jYhcIs7z/X+r278cUFkbCd77TpWP37t0LwMiRI6WFohDCoyQT6ARHYp6UlERYWJi0ueshNpuNM2fOUFBQwKBBg7r9cy4tLaWiooKhQ4diCgsj+eEfk/+DH1L2l5eIue46Avv3v+AYxyqDhZa6VuvO21ugpD3Fv34aXVND6PjxRH3lwpFDxwc/gPHjx3fpvoXwdWETJxB97TWUr/qArc/9ntj772OCvcSlo3keCmOex6KMlG61MrVWVVP8u98CkHD/fQR2YWVPm83GwYMHAaRzkhDC4yQ574DVanUm5vHxrbfoEu6TmJjImTNnaGpqIrCVUeaOZGVl8eabbxIdHc33vvc9lFJEXnklYf96i5odOyh6+jcMeO7ZC47r7CqDXUkSqrfvMGrdlSLlsZ+jWhnZV0rx7W9/m5ycHPr169elcxWiN0j84Q85nHmQLwYOIOzjj7l03DjMZnOX5nm01R6xPaUvvoC1pJTAtEHEfv3rXTrWZDLx7W9/m4MHDzK0CxNIhRDCHWRCaAccNebSQcMzHOUs1g66q7Rl8ODBBAcHY7FYOHnyJGAkwMk//SmYzVSuWUPlunWtHtuZVQY7y1ZbS8FjPwcg5qu3ENJOzarJZGLo0KHyjYzwS4FJSYy9/npCamupaWri8K5dQM/O86g9cIDyv70KQPJPfoKpG2VykZGRTJs2TV6XQgiPk+S8k+QPtGdc7M85MDDQ2Vlhz549zu0hI0cQ/61vAVDw+C9oOnu21eOXjEnli0cW8M+7p/HcV8fzz7un8cUjC7pc91r8zDM05uYRkJJC0ve/3+o+NTU13f4QIkRvkvj1r5FeUQHAtvffR2vdY/M8bA0NFPzP/4DNRtRXvkLk/PldOl5r93WKEUKI7pDkXPidifaa1sOHD1NVVeXcnvCdBwkalo61rIzCX6xo8024swuUtKV62zbOvvY6AKm/+hXmqKhW91u7di3PPPMMhw4d6tL9C9HbqMBAZto/HOcHBXHqrbed8zzaenUpjK4tXZ3nUfLsc9RnHcccH0/yz37a5VjXrl3La6+9Rm5ubpePFUIId5DkvA+aN28eDz30kLfD6DEpKSn0798fm83Gl19+6dxuCgqi35NPQUAAlWvWcPaNf7j9sRuLisn/4Y8AiLnpJiJmz2p1v9raWg4ePEh1dTVRbSTvQviT1EmTGBAUBEqx9YNVNGZl8fjVRrlXywS9u/M8Ktevp/yVV4zHW/ELAmJjuxRjQ0MDe/fuJTs7m/r6+i4dK4QQ7iLJuR+74447UEpdcHn66af51a9+5dxv8ODBPPvss94LtAdMnToVgF27djUrHQkdO4bkHxvJc9HTT1Oze0+rx3eHbmgg/wc/wFpWRvDIkST/z6NtLq6ye/dumpqaSE5Opn8r3WOE8Beur4HEaQsBOJGWRvb3vseiQeFum+fRkJPDmZ88CkDcN75B5OWXdznWffv2UVdXR1xcnKw5IITwGunW4ueWLFnC3/72t2bbEhMTMZvNXorIMzIyMvjkk0+wWq2UlJSQkpLivC3261+nZs9eKlev5vT995P25j+6tKR3a7TNxpmfPErtl19iiohgwO+fY+2Jc60urvLzr1zC0R07AONDhMxnEP7qwgWGNF8NCSK++hxVpaWcfvA7LH7pLyx6ZAE7sssprqwjKdIoZenKiHlTSQl5d92NrbKS0PHjSfrRD7scq9aa7du3A/K6FEJ4lyTn3aC1RtuXiPckFRra5TeM4ODgZokpGGUt48eP59lnn2XevHnk5uby/e9/n+/bJy76w4Qos9nMrbfeSnx8/AUtGZVS9Pt//0tufj51Bw6Qd+ddDH7j9Vb7n3eG1pqi//1/RtvEgAD6P/MMGyqD2lxc5bdvrWdOUAXh4eGMbbEoixD+ovUFhhT/qctgQF08862fU7NjB/nf/wEDnnu2W+0SAZrOniXv3ntpPH2awIEDGfD8H1pd7Ksjx48fp6ysjODgYFlzQAjhVZKcd4OureXoxMs8/rgjd3+JcnNLx5UrVzJu3Djuuece7r77brfet7e1/FDiyhQezsA//4ncW2+jISeHnOW3MvCllwgZOaJLj6EbGyn42c+xvP8+AP2eeorQmTNZ8esNbSyuohkdUATApMmTZUVQ4ZfaW2CongBOxvTn6Tl38+inL1K1YQOnvn0f/Z97FnNERJcep7GwkLw776LhxAnMcXEM+utLBCQkdCvmbdu2AcaE8u6sUCyEEO4iNed+7oMPPiAiIsJ5uemmm5rdHhcXh9lsJjIykpSUlHYT2t5Ka01eXt4F2wPi4hj06t8IGpZOU3ExubfdhuWDDzt9v41FReTdeZeRmJvNpD7xBNFLv9Lu4ipxqpZ4Uw1N2oRKTO/2OQnhyzqzwNC20BQy738IFRpK9ebN5N56G3XHjnX6Map37CDnpptpOHGCgORk0v7+KkFpad2Kt6CggJMnT6KUYsqUKd26DyGEcBcZtusGFRrKyN1fdrxjDzxuV82fP58XX3zReT08PJzly5e7MyyfZrVaeemllygqKuKee+4hNbX5BLPAlBQGv/EGpx58kNpdX3LmRz+icu1akn7wfYIGD271Pm319Zx7621K/vhHbBYLKiyMAc/8joi5c4H2F00p12G8V5dBnKmWSQ1S0yr8U0cLB5mxcn3IQQ4WNTH2t7/F9Nhj1B87Rs4NNxJ/zz3EffOONkfRG4uLKX3+j5z7979Ba4LS0xn0lz93uywNIDk5mWXLllFaWkpMTEy370cIIdxBkvNuUEq5vbykp4SHhzNs2DBvh+E1ZrOZ5ORkioqK2LRpEzfffPOF+8TEkPa3v1H6pz9T+qc/Ubl2LZXr1hE+fToRc+cQNGQoKjiIpqJiavfspuLj1VjtixiFjB5Nv//7DcFDhjjvr6NFU87qMM5aw7q8uIoQvUVHv9tWzGRbYxkVUML206dYvvJdCh97nKqNGyn94x8p//vfibz8csKmTCGwXyrYbDTk5VG9eQuVGzeCfeXm6BuuJ+WnP8V0kX+PTSaTc/EyIYTwNknOBUFBQX69UuWsWbPYv38/hw8fpri4mKSkpAv2UYGBJH7nQSIvX0jJs89R9dlnVG/eTPXmza3eZ0BKCgnf/jYxN96AalE37lhcpdBS16zmNpQGaglCYbSK6+riKkL0Fm29BhwUUBSaxmhrGdnZ2RTW1zPgxReo/PhjSv74Ag0nTmB57z0s773X6v2HTphA0g9/QNikSRcdq81mw2SSCk8hhO+Q5FwwePBgPv/8c7761a8SHBxMQjcnVPmqxMREMjIyOHToEBs3bmx19NwhZNQoBv75TzTk5lKxeg21e/fSeOYMuqEBc3wcISMvIXz2LCJmzbogKXcwmxSPX53BfW/sRmHU1yabKlkSdJRj1kS2NQ7q8uIqQvQmrb0GHBy/9Y9cM5GGk1b27NnDxo0b+drXvkbUVVcRuWQJtV9+SeX6DdQdPoy1vAytNYEpqYSOH0/kgvmEZGS4Jc7i4mLefPNNZsyYweTJk6V9ohDCJ0hyLvjlL3/JvffeS3p6OvX19X7RSrGluXPncvjwYQ4fPkxeXh6DBg1qd/+gtDQS7r2n24+3ZEwqL94+0d7juZaJAfmYFIQFmXnxlsu6tLiKEL1R89fA+Rr0lOgQHr86gyVjUjnbfzb79u3j5MmTHD9+nGHDhqFMJsImTyZs8uQej3HdunVYLBZyc3NlIqgQwmcof0zEukopFQVYLBbLBUup19XVkZ2dzZAhQwgJkRrhntaTP+///ve/7NmzhwEDBvCtb33LI6NkVpvmg893sfezjzCZzDzw4IPExcb0+OMK4SusNt3uAkNr1qxh27ZtJCUlce+993qsxOTkyZO8/vrrmEwm7r//fuLju9dnXXhXRUUF0dHRANFa6wpvxyOEO8jIuegz5s+fT2ZmJgC1tbWEeWBSr7ZZyd2/FYCZM2dIYi76HLNJtbvA0Jw5czhw4ABpaWk0NTV5pMe4zWbjk08+AWDSpEmSmAshfIok56LPiIyM5O677yYhIcFjtaXbt2/n7NmzREREMGvWLI88phC9SWhoKN/97nc7TMo7GoHvil27dlFYWEhwcDBz7S1QhRDCV0hyLvqUxMREjz1WeXk5GzduBGDhwoWy6qAQbXB9bWitL/jwvDqz4ILa9VSX2vWuqKysZMOGDYDxuvTEN2hCCNEV0j9K9En19fWsXr2agoKCHnuM8vJyAgICGDx4MOPGjeuxxxHCX5SWlvLqq6+Sk5Pj3LY6s4D73th9wYqjhZY67ntjN6szu/YazsrKor6+nv79+3PZZZe5I2whhHArGTkXfdL69evZuXMnJ0+e5O677yYwMNDtjzFs2DDuv/9+bDabtGgTohO2b99OXl4e//3vf7nnnnsIDApmxapDrfZK1xhtGVesOsSijJROl7hMnDiRxMREgoKCpL+5EMInyV8m0SfNnTuXiIgISkpKWL16tVvv27UDUmRkpKOTgBCiAwsXLiQ6OpqzZ8/ywQcfsP1k2QUj5q40UGCpY0d2eZceZ+DAgSQnJ19ktEII0TMkORd9Unh4OMuWLQNg9+7d7Nu3zy33W1dXxyuvvMKxY8fccn9C9CUhISHceOONmEwmDh48yKH9ezp1XHFl2wk8GGVs//73vykv71oSL4QQ3iDJueizhg4dyuzZswGjB7prnWt3NDU18dZbb3H69Gk++ugjmpqa3BClEH3LgAEDWLhwIQD5mVsZYDrX4TFJkW2viWCz2Vi5ciWHDh3iX//6l18usiaE8C+SnIs+bf78+WRkZGCz2Xjrrbc4c+ZMt+7HZrPxn//8h5ycHIKCgrjlllsICJApHUJ0x/Tp0xk/fjxozfzgk8Sr6lb3UxhdW6YMiWv1dpvNxqpVqzh27BgBAQFce+21Mv9DCOHzJHsQfZpSiuuuu47KykpKS0u7NTG0sbGRd999l6NHj2IymbjllltITe1aezchxHlKKZYuXUplZSUFpeeorA1GQbOJoY4U+/GrM1qdDNrU1MT7779PZmYmSimWLVtG//79PRG+EEJcFEnO/VxhYSFPPvkkH374IadPnyY6Opphw4Zx++23841vfEN6/AKBgYHcdtttWCwWZx90x1ffHY2ylZaW8s4771BUVITZbOamm25i6NChPR6zEP7ObDZzyy230NDQwNjsClasOkShpRYAjSKlnT7n586d45133iE/Px+TycQNN9xARkaGp09BCCG6RZJzP3by5ElmzpxJTEwMTzzxBGPHjiU4OJgDBw7wl7/8hf79+3PNNdd4O0yfEBwcTFJSkvP6/v372blzJwsWLGDIkCFtJuknT56kqKiI8PBwbrrpJtLS0jwVshB+LzAwkMDAQJaMCWdRRgpvvvcxBXknuWTiDK6aOZ4Ac+uVmV988QX5+fmEhIRwww03MGzYMA9HLoQQ3SfJ+UVoaGho8zaTydSs5ri9fZVSzcopWtu3O6tL3n///QQEBLBr1y7Cw8Od24cOHcq1116L1pqcnByGDBnCnj17jBpPjFGn2NhYPv30U+bNmwdAZmYmP/7xj9m0aRPh4eEsXryYZ555hoSEBADeeecdVqxYwfHjxwkLC2PChAm8//77hIeHs3HjRh5++GEOHjxIYGAgo0eP5s033/TZRFZrzaZNmygrK+P1118nOjqatLQ0IiMjaWhoIDY2lunTpwMwadIkSktLmT17NpGRkV6OXAj/VV9Xy5msA9TV1bHn01Wc+PIz5+uyqamJIUOGcMkllwCwYMECqqurWbx4MbGxsV6OXAghukaS84vw5JNPtnnb8OHDufXWW53X/+///o/GxsZW901LS+OOO+5wXn/uueeoqalpts/jjz/epdjKyspYu3YtTzzxRLPE3FVnJ0adO3eOBQsWcNddd/HMM89QW1vLI488ws0338yGDRsoKChg+fLlPP300yxbtozKyko2bdqE1pqmpiauu+467r77bv75z3/S0NDAjh07fHpSllKKb3zjG2zatIl9+/ZhsVjYv3+/8/a4uDimTJ3GjuxyiivrSBo5lbDwCC9GLIT/CwsL48EHH+SLL75g7969VFRUcODAAeftZ8+edSbnYWFh3HLLLd4KVQghLook537q+PHjaK0ZOXJks+0JCQnU1Rk9gR944AHuu+++Du/r+eefZ8KECTzxxBPOba+88goDBw7k2LFjVFVV0dTUxPXXX+8cDR87dixgLGFvsVhYunQp6enpAIwaNcot59iTIiMjueqqq7j88svJy8vjzJkz1NTUEBgYSH6NiVlPraegot65f2o79a9CCPcIDw/niiuuYMGCBc1el2az2fktnhBC9HaSnF+ERx99tM3bWi4L/aMf/ajNfVuOIn/ve9+7uMDasWPHDmw2G7fddhv19fUdHwDs27ePTz/9lIiIC0eHT5w4weLFi1m4cCFjx47liiuuYPHixdx4443ExsYSFxfHHXfcwRVXXMGiRYu4/PLLufnmm3tNN5OgoCCGDRvmrFldnVnA42/svmA58UJLHfe9sZsXb58oCboQPSwwMJD09HTnB34hhPAn0uf8IgQFBbV5adnjur19W7bva22frho2bBhKKY4ePdps+9ChQxk2bBihoaHA+Q8RrgtztCy/qaqq4uqrr2bv3r3NLllZWcyZMwez2cwnn3zCxx9/TEZGBn/4wx8YOXIk2dnZAPztb39j69atzJgxg7feeosRI0awbdu2Lp+Tt1ltmhWrDl2QmMP5Fm8rVh3CapNFToQQQgjRPZKc+6n4+HgWLVrE888/T3V16wt4AM7WgQUFBc5te/fubbbPxIkTOXjwIIMHD3aOIjsujnp2pRQzZ85kxYoV7Nmzh6CgIP7zn/8472PChAk8+uijbNmyhTFjxvDmm2+68Ww9Y0d2OQWWtpcJ10CBpY4d2bJEuBBCCCG6R5JzP/bCCy/Q1NTEpEmTeOuttzh8+DBHjx7ljTfe4MiRI5jNZkJDQ5k2bRpPPfUUhw8f5rPPPuNnP/tZs/t54IEHKC8vZ/ny5ezcuZMTJ06wZs0avvnNb2K1Wtm+fTtPPPEEu3btIi8vj5UrV1JSUsKoUaPIzs7m0UcfZevWreTm5rJ27VqysrJ6Rd15S8WVbSfm3dlPCCGEEKIlqTn3Y+np6ezZs4cnnniCRx99lNOnTxMcHExGRgY/+tGPuP/++wFjcuedd97JZZddxsiRI3n66adZvHix83769evH5s2beeSRR1i8eDH19fWkpaWxZMkSTCYTUVFRfP755zz77LNUVFSQlpbGb3/7W6688kqKioo4cuQIf//73ykrKyM1NZUHHniAe++911s/lm5Ligxx635CCCGEEC0p11rjvkopFQVYLBYLUVFRzW6rq6sjOzubIUOGEBIiSVdP8+Wft9WmmfXrDRRa6lqtO1dASnQIXzyyoNXlxIUQQrhXRUUF0dHRANFa6wpvxyOEO/hUWYsy/FIpVaCUqlVKrVNKDe/Ecf2VUm8opcrsxx1QSk3yRMyi7zCbFI9fbSwB3jL1dlx//OoMScyFEEII0W0+lZwDDwPfBb4NTAWqgTVKqTaHUJVSscBmoBG4EsgAfgic7fFoRZ+zZEwqL94+kZTo5r+SKdEh0kZRCCGEEBfNZ2rOldHs+yHgf7XW79u3fR0oAq4D/tXGoY8Ap7TW33TZlt1zkYq+bsmYVBZlpJxfITQyhClD4mTEXAghhBAXzWeSc2AIkAKsc2zQWluUUtuB6bSdnF+DMbr+b2AukA+8oLV+qa0HUkoFA8EumyIvMnbRx5hNiunp8d4OQwghhBB+xpfKWlLs/xa12F7kcltrhgL3AVnAFcCLwO+VUt9o55hHAYvL5XRHwcnEWc+Qn7MQQggh+jKvJedKqduUUlWOCxDY4UGtMwG7tdb/o7Xeo7X+C/ASRt16W54Eol0uA9ra0bF6Z01NTTfDE13R0NAAgNls9nIkQgghhBCe582ylv8C212uO8pMkoECl+3JwN527qcAONRi22HghrYO0FrXA/WO60a5e+vMZjMxMTEUFxcDEBYW1u7+ovtsNhslJSWEhYUREOBLFVdCCCGEEJ7htQxIa10JVDqu2yeEFgILsSfj9v7jUzFKVdqyGRjZYtsIINddsaakGFU1jgRd9ByTycSgQYPkA5AQQggh+iSfGZ7UWmul1LPAz5RSWRgdV34FnAHec+ynlFoP/Edr/bx90zPAFqXU/wBvA1OAe+wXt1BKkZqaSlJSEo2Nje66W9GKoKAgTCZfmgohhBBCCOE5PpOc2z0NhAN/AWKAL4AlWus6l33SgQTHFa31TqXUMow68scwkvqHtNb/cHdwZrNZaqGFEEIIIUSPUdIdw1k+Y7FYLERFRXk7HCGEEEJ0QkVFBdHR0QDRWusKb8cjhDtI/YAQQgghhBA+QpJzIYQQQgghfISv1Zx7VUWFfCMmhBBC9Bbyvi38kdScA0qp/nRilVAhhBBC+KQBWut8bwchhDtIco6zx3o/XPquu1EkRuI/oIfu39vk/Ho/fz9Hfz8/8P9zlPPr/XryHCOBM1oSGuEnpKwFo8c60COfuF0W06n0x5nkcn69n7+fo7+fH/j/Ocr59X49fI5++TMTfZdMCBVCCCGEEMJHSHIuhBBCCCGEj5DkvOfVAyvs//ojOb/ez9/P0d/PD/z/HOX8er++cI5CuIVMCBVCCCGEEMJHyMi5EEIIIYQQPkKScyGEEEIIIXyEJOdCCCGEEEL4CEnOhRBCCCGE8BGSnPcgpdQDSqkcpVSdUmq7UmqKt2PqjK7ErZS6Wym1SSl11n5Z13J/pdSrSind4rK658+kc7p4vne0ci51noy3I108n42tnI9WSn3oso9PP39tUUrNUUqtUkqdscd8nbdj6oyuxq2Uul4p9YlSqkQpVaGU2qqUuqLFPr9o5Tk80qMn0kndON95bfzOpngo5HZ143xae31ppdRBl3189vlrj1LqUaXUTqVUpVKqWCn1nlJqpLfjEsLXSXLeQ5RStwC/w2gdNRHYB6xRSiV5NbAOdCPuecA/gfnAdOAUsFYp1b/FfquBVJfLcrcH3w3dfJ4qaH4uaT0dZ2d143yup/m5jAGswL9b7OeTz18HwjHO/wFvB9JFXY17DvAJcBVwGfApsEopNaHFfgdp/hzOcku0F6+7z9NImp9PsZvj6q6uns/3aH4eA4FyLnwN+urz1565wB+BacAiIBDj/SHcq1EJ4eOklWIPUUptB3ZqrR+0XzdhJK5/0Fo/5dXg2nGxcSulzMBZ4EGt9Wv2ba8CMVrr63oq7u7q6vkqpe4AntVax3gyzs5yw/P3EPBLIFVrXW3f9io++vx1llJKA8u01u95O5au6G7c9lHXt7TWv7Rf/wVwndZ6vLtjdKfOnK9Sah7GB5BYrfU5jwTWTd15/uwj7SuBIVrrXPu2X9ALnr+OKKUSMT5EzdVaf+7teITwVTJy3gOUUkEYI1jrHNu01jb79eneiqsjboo7DGN0pLzF9nn2rzWPKqVeVErFuyPmi3ER5xuhlMpVSp1SSr2vlBrdw6F2ipuevzuBfzkScxc+9/yJ1tk/kEVy4WtwuL3U4qRS6h9KqUFeCM+d9iqlCuwlPTO9HYwb3QmscyTmLvzh+Yu2/9vyd1MI4UKS856RAJiBohbbiwCfqItsgzvi/jVwBpcEEaMk4uvAQuARjK86P7aPsntTd873KPAt4FrgdozX0Bal1ICeCrILLur5U0Zt+hjgry1u8tXnT7TuR0AE8LbLtu3AHcAS4D5gCLBJKRXp8eguXgHwbeAG++UUsFEpNdGrUbmBUqofcCUXvgZ7/fNn/9D4LLBZa53p5XCE8GkB3g5A+A+l1E+ArwLztNbOSZJa63+57HZAKbUfOIFRr77eo0FeJK31VmCr47pSagtwGLgX+Lm34nKTO4EDWusdrhv96fnzd0qpW4HHgWu11s4abK31xy677beXP+UCNwMvezbKi6O1PorxIdlhi1IqHfg+8DXvROU23wDOAe+5bvST5++PGB/+e0OtvBBeJSPnPaMUY1JdcovtyUCh58PptG7HrZT6EfATYLHWen97+2qtT9ofa1j3Q3WLi36etNaNwB68fy5wcc9fOMYHqw7f6H3o+RMulFJfxRhxvVlrva69fe212sfwn+dwB738XJRSCuNbude11g3t7dvbnj+l1PPAUmC+1vq0t+MRwtdJct4D7H9Yv8QoAwCcX+ktxGXU1dd0N26l1MMYo8ZLtNa7OnocewlIPMbX017jjufJXtoxFi+fC1z0+dwEBANvdPQ4vvL8ifOUUsuBvwHLtdYfdmL/CCAd/3kOx9P7z2UuRrLd4Qfk3vL8KcPzwDJggdY629sxCdEbSFlLz/kd8Hel1C6MUZ2HMFps/c2bQXVCu3ErpV4D8rXWj9qvP4LR3eNWIEed7zVcpbWusr+JPA68izF6mw48DRwH1njqpNrR1fN9DNiGEX8M8GOMVoota0S9pUvn4+JO4D2tdZnrxl7w/LXJHrvryOIQpdR4oFxrneedqDrWUdxKqSeB/lrrr9v3vxX4O0ZLvu0ur8FarbXFvs//AaswSiH6YbTatGK0QfWqbpzvQ0A2RmvBEOAuYAGw2JNxt6Wr5+PiTmB7a/XYvvz8deCPGO8N1wKVLr+bFq11rffCEsLHaa3l0kMX4EGMP6b1GBN6pno7pouNG9gIvOpyPQfQrVx+Yb89FCOJKwYa7Pv/BUj29nl283yfcdm3EPgQmODtc+ju+di3jbQ/Z4tauS+ff/7a+TnMa+N381Vvx3YxcQOvAhtbPKftnifwL4yJ2vXAafv1dG+fazfP92GMD4e1QBlGW8X53j6P7p6PfVs0UAPc3cZ9+uzz18HPorWfgwbu8HZscpGLL1+kz7kQQgghhBA+QmrOhRBCCCGE8BGSnAshhBBCCOEjJDkXQgghhBDCR0hyLoQQQgghhI+Q5FwIIYQQQggfIcm5EEIIIYQQPkKScyGEEEIIIXyEJOdCCCGEEEL4CEnOhRB9ilLqDqXUuQ72+YVSaq9nIrrgsXPsS9R7+nFfVUpp++W6Th6T43JMTM9GKIQQfYMk50L4gBaJUYNS6rhS6jGlVIC3Y+uuriR5nbivwfb7G9/KbRuVUs+643F6klJqnstz3NZlHjAZ+IuXwlwNpAIfd3L/ycANPReOEEL0Pb32jV8IP7Qa+CYQDFwF/BFoBJ7s6h0ppcyA1lrb3BqhFyilAr0dQ3copQK11o0um7ZgJL4OzwFRGM+5Q7nWusET8bWhXmtd2NmdtdYlSqnyngxICCH6Ghk5F8J31GutC7XWuVrrF4F1wDUASqkfKKUOKKWqlVKnlFIvKKUiHAc6SjWUUtcopQ4B9cAgpdRkpdQnSqlSpZRFKfWZUmqi64PaR2zvVUp9oJSqUUodVkpNV0oNs49KVyultiil0lscd61SardSqk4pdVIp9bhjpF8plWPf7T/2+8/pzHEu8dynlPqvUqoa+GlXfohKqVil1GtKqbP28/lYKTW8g2N+opQqUkpVKqVeBkJa2ecu+8+mTil1RCl1v8ttjpH9W+w/4zrgNtfjtdYN9ue30J4A13L+OXdcGlqWtfTE89OFn2WQUup5pVSB/X5ylVKPduU+hBBCdI0k50L4rlogyP5/G/BdYDTwDWAB8HSL/cOAR4C77PsVA5HA34FZwDQgC/hIKRXZ4tifA68B44EjwJvAnzFG7ScBCnjesbNSarZ9/+eADOBe4A7OJ9KT7f9+E2O0eHInj3P4BfAfYCzwSus/nja9ao/5GmC6PfaP2hqBV0rdbH+8/7EfVwDc32Kf24Bf2uMcZd/3V0qpb7S4u6fs5zYKWNPFuNvj7uens76L8XO8GRiJ8YEjp7snIYQQohO01nKRi1y8fMFIKN+z/18BlwN1wG/a2P9GoNTl+h2ABsZ18DgmoAJY6rJNA79yuT7Nvu1bLtu+CtS6XF8HPNrivm8HzrS43+ta7NPZ455psc9g+/YaoKrFxQo8a99vuH2/GS7HxtuPu8nlZ3XO5fYtwB9bPN42YK/L9ePA8hb7/AzY0iK+73XnOW+xPQd4qKefn87EA/weWA+odo6bZ48nxpuvIbnIRS5y8ZeL1JwL4TuWKqWqgECMJPpNjBFdlFKXA48Cl2DUKQcAIUqpMK11jf34BmC/6x0qpZKB/8VIoJIAM8YI+6AWj+16XJH93wMttoUopaK01hXAOGCmUsp1JNbcSkwtdfa4XW0cfwtwuMW2f7j8fxTQBGx3bNBalymljtpva80o4E8ttm0F5gMopcKBdOBlpdRLLvsEAJYWx7UV98Xy1PPT0qvAJ8BRpdRq4AOt9dpunYEQQohOkeRcCN/xKXAfRpJ9RmvdBEY9M/AB8CJGWUI5RpnKyxhlL45Eq1ZrrVvc598xRo6/B+Ri1KJv5Xy5jIPrxEXdzjZHKVwE8DiwspXzqGvnHDt7XHUbx5/SWh933aCUqm3n8dzBUdt/Ny5Jv521xfW24r5Ynnp+mtFa71ZKDQGuxPg2522l1Dqt9Y2dvQ8hhBBdI8m5EL6jumXiaXcZRtL1Q23vvmKvk+6MmcD9WuuP7McNBBLcEOtuYGQb8To0YozWdvW4i3EY4+/aVIxyFZRS8Rj10ofaOWYqRo22wzTHf7TWRUqpM8BQrfU/Wh7so9z2c7aPxL8FvKWUegdYrZSK01pLlxYhhOgBkpwL4fuOY5S6fEcptQoj4f52J4/NAr6mlNqFUQ7zG4yJphfrl8AHSqk84B2MCavjgDFa65/Z98kBFiqlNmN0JTnbyeO6TWudpZR6H3hJKXUvUIkxSTMfeL+Nw54DXrX/jDZjTHocDZx02edx4PdKKQtGy8tgjImYsVrr311s3D3ALT9npdQPMCbI7rHfx01AIXDO3QELIYQwSLcWIXyc1nof8AOMTiyZGMljZ9vZ3QnEYoykvo4xwa/YDTGtAZYCi4GdGBMov49ROuPwQ2ARcAojuevscRfrm8CXGKVAWzEm2F6lm/ccdz2Xt4BfYXS/+RJIwyghct3nrxhdcL6JUev9GcbE0mw3xu02bvw5VwIPY9TS78SY+HqV9oP++UII4avUhSWqQggh+hql1KsYHVeu6+Jx8zDmS8Rqrc+5Oy4hhOhrZORcCCGEw1KlVJVSamlndlZKHQQ+7uGYhBCiT5GRcyGEECilkjDmJQAUaK077DyjlErDmA8BcFLKXYQQ4uJJci6EEEIIIYSPkLIWIYQQQgghfIQk50IIIYQQQvgISc6FEEIIIYTwEZKcCyGEEEII4SMkORdCCCGEEMJHSHIuhBBCCCGEj5DkXAghhBBCCB8hybkQQgghhBA+4v8DtzhOyVeUh0wAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a_obj = ca.CosineAnalysis(label=\"Cosine test\").run()\n", "a_obj.display_figs_mpl()\n" ] }, { "cell_type": "markdown", "id": "29f7aee3", "metadata": {}, "source": [ "Here the analysis loads the latest dataset on disk matching a search based on the {code}`label`. See {class}`~quantify_core.analysis.base_analysis.BaseAnalysis` for alternative dataset specification.\n", "\n", "After loading the data, it executes the different steps of the analysis and saves the results into a directory within the experiment container.\n", "\n", "The {ref}`data-storage` contains more details on the folder structure and\n", "files contained in the data directory. The {mod}`quantify_core.data.handling` module provides\n", "convenience data searching and handling utilities like {meth}`~quantify_core.data.handling.get_latest_tuid`.\n", "\n", "For guidance on creating custom analyses, e.g., fitting a model to the data, see\n", "{ref}`analysis-framework-tutorial` where we showcase the implementation of the analysis above.\n", "\n", "## A 2D Iterative loop\n", "\n", "It is often desired to measure heatmaps (2D grids) of some parameter.\n", "This can be done by specifying two settables.\n", "The setpoints of the grid can be specified in two ways.\n", "\n", "### Method 1 - a quick grid" ] }, { "cell_type": "code", "execution_count": 16, "id": "2aef0cf3", "metadata": {}, "outputs": [], "source": [ "pars.acq_delay(0.0001)\n", "meas_ctrl.update_interval(2.0)\n" ] }, { "cell_type": "code", "execution_count": 17, "id": "76c68901", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4ac58cde34724035912707a9dcde7b31", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "times = np.linspace(0, 5, 129)\n", "amps = np.linspace(-1, 1, 31)\n", "\n", "meas_ctrl.settables([pars.t, pars.amp])\n", "# meas_ctrl takes care of creating a meshgrid\n", "meas_ctrl.setpoints_grid([times, amps])\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"2D Cosine test\")\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "b958e187", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.secondary_QtPlot\n" ] }, { "cell_type": "code", "execution_count": 19, "id": "b6f913b9", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAk0AAAHgCAYAAAC4kFn1AAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8ekN5oAAAACXBIWXMAAA9hAAAPYQGoP6dpAACCCUlEQVR4nO2dd5g0VZX/P6d7Zt4MSBAUVBBds6IYdw246uoa0DUvuIqurmlVfmZMgLriqothzRGMGFYRIwormBADAmJakSA5ypsndZ/fH7d66lS9XTPVPT09M+98P89Tz1TfvvfWqVv3Vp+56WvujhBCCCGEmJ3GYhsghBBCCLEckNMkhBBCCFEDOU1CCCGEEDWQ0ySEEEIIUQM5TUIIIYQQNZDTJIQQQghRAzlNQgghhBA1kNMkhBBCCFEDOU1CCCGEEDWQ0ySEEEPGzPY3MzezIxbbFiFEfeQ0CbEEMbPdzOyjZnadmW01sx+Y2b3mkd8LzezLZvaX7Mf6hAGaW77WoWZ2jpmNZ9c71sxGaqS7o5m9w8zONbPNZnaVmX3LzO7dJe4J2X10ji1mdpGZfcXMnmRmPb3bzOwgM/usmV1mZhNmdqOZnWZmzzazZi95LXXM7NFmdswCX2OtmR1jZocs5HWEGDZzvsiEEMMl+8H/FnAP4J3A9cCLgDPM7GB3/1Mf2b4G2AD8HLjFoGwtY2b/CJwMnAG8BLgb8Abg5sAL50j+XOBfgf8BPgjsCjwf+JmZPcrdTyvFn8jSAKwBbgM8DvgKqawe7+6batj8XODDwDXAZ4A/kcrqYcAnSOX1trny6ZFLM5unBpxvHR4NvBg4ZgGvsRY4Ojs/YwGvI8RQkdMkxNLjycDfAk9x968AmNmXgP8DjgUO6yPPhwB/cXc3sy0Ds3RH3gWcD/yDu08DmNkm4HVm9l53/8Msab8AHOPuM/aZ2SeB35N+4MtO07S7f7YU9gYzey1wHPAx4GmzGWtm9yc5TGcBj3b3zeHr92S9XHedLY9+8KSUPj7ofIUQC4uG54QYAma2xsz+kB1rQvju2TDUT8Mw0JNJvR5f7cRz9+uALwGPN7NVWdpjzaxtZg8rXeujZjZpZvcI6S/Nfqj7sf1MMzuv4rs/mtmp2fmdgTsDH+04TBkfBCy7r0rc/VfRYcrCbgB+BNyprr3u/nbge8BTzOxv5oh+NODA4SWHqZPXL939hM5nM1tnZv8VhvH+aGavNDOL6czsEWb2YzO7KRs6/KOZvS18v8OcpmzIcYuZ7WtmJ2fn15nZu8pDhGbWMLMjzey32TDoNWb2ETO72Ww3mw3Lvjg7nxne7DVfM7u3mZ1qZteb2XYzuzhzcDGz/YHrOuUbrnPMbLYJsRyQ0yTEEHD37cCzgNsB/xG++gBpGOoId29lYfcEznH3dimbn5OGPTqOwFuBc4FPmNkGADN7JPA84M3u3tXR6YPPAHc3s0KPi5ndJ7Ol09tzz+zvL2M8d78SuDx83yv7kIYoe+EzJEftEVURzGwtaQjuh+7+l7kyzByjU4D/B3wXeDnwR9IQ6vEh3l2AbwKrgDcBr8jS/V0Nu5vAqcANwCuBM7P0/1aK95Hsuj8BXgZ8CjgcONXMRmfJ/yPA97PzfwlH7XzN7OYkp3R/4O2kYdjPAffP8riOfCj2a+EaM/8ECLFscXcdOnQM6SDNjWkBDyL1vDjwslKcLcAnuqR9dBb/kSHsrqS5PR8DdiM5J78ARmaxYQtwQg827wpsB95eCn9vlte67PMrM/tu1SWPnwNn9VFeDwLaJCcwhp8AbJkl3UGZLcfPEufuWZz31LTl8Vn815fCv5zZeGD2+cgs3p6z5LV/FueI0j058MZS3HOAX4bPD8ziHVaK98hu4V2u/X6yEcJSeK18gSdkn+89yzX2zOIcM982o0PHUjrU0yTEcDkG+C1wImnY6kzgfaU4a0iOUJnx8D0A7n4BaYjpuaQeij2BZ3lxeGxeuPtG4OvAP3eGobLhoqcBJ7v71pJdVbav6RJeSdaj8XngYuAdPZrdGebbMEucXbK/OwzLVfBoksNbfl7/RerV+sfs803Z38f3uoov48Olzz8Cbhs+PwXYCHzfzPbsHMCvSPf90D6u2Uu+N2V/HztHr5YQOx1ymoQYIu4+CTwHOID0g/5sdy/PNdpOGtopszp8H3kncB5wX+BYd/9dP7Zl8672iUf4+tPArUk9PwAPB/YmDYNFu5nF9rLds9myjjTEtQF4vJfmOtVgffZ3Noeos7JuNscqchvgSt9x7tPvw/cAXyQNb30cuMbMTjKzp9Z0oMY9zV+L/BWIc4puT+r9u5Y0FBaP9aSViv1QN98zSSscjwauN7OvW9qaodtzF2KnQqvnhBg+j8z+rib9UF1c+v4qum8L0Am7shR+2ywfSEv8++VppDkskc4E51NJk9OfAfww+3s1xRVtVwU7LyvlcwvSEN2cmNkYaf7L3UlDkRfUtD/SmX914SxxLgSmmV+Z7YC7bzezB5N6Zh4DPIpUtv9rZv/g+dy1bsz2XYcGybE5vOL7stNVl1r5Zk7+k7OVh48j1edPAq8ws/v34eAKsWyQ0yTEEDGzu5MmB3+KNO/m42Z2t2wIrMO5wIPMrOHFyeD3A7aRth7o5NcgzYXZBLyHtLT/K+7ez6TbU6mYOO3uLTP7PHCEmb2GNK/lYyUH4Nzs770JDpKZ3RLYD/joXAZk9/Np0gTtp7r7mb3fBpAmHjv5pOcdcPdtZva/wN+b2a3cvezolbkUeLiZbSj1Nt0xfN/Juw2cnh0vN7PXkRYAPJQdt07olT+Tevp+4mmBQa9UraLsKV93/xnwM+D1ZnYYaTL400k9bH2t1BRiqaPhOSGGRDb/4wRST9HLgCNIQ1zvLkX9Shb+xJB2T9Kck2+4e5wz9HLSnk7/BrwR+CnwoSx+T7j7Ve5+WjxKUT5DGib6CGm45rOl9L8F/gD8W2mJ/AtJP6JfqWHGf5N6ZV7Up+OHpX2a/gH4os+9EeixpN60z5jZ+vKXZnawmT0r+/ht0uq2fy9F+3+k+/tOlmb3Ltc5N/s7iCGsL2V2vLGLvSNmttsc6bdmccvxauVrZjcrb7HAjve3Lfs7ly1CLCvU0yTE8HgDqXfpYVlPxflm9mbgrVnv0LezeF8h/Qf/KUt7H3V2BG+S77KMmd0JeAtpJdw3srAjSD9gHwSeGuI+jrTDOMAoaQuBN2SfT3H38+cy3t1/bWYXkJy337v7OV2ivYq0vP57ZnYSaZjs34GPu/vvu8SfwcyOzO7zLGCbmT2jFOVrYdI5wEiIs5o0p+hQ0rDeD9hxmX63e/qpmb2YVF5/MLO4I/ghWX6dcvpGlu9/ZHsRnUdyzh5PWoH35yzem7LhuW+Rep9unt3X5cCP57Kphs1nmtlHgKPM7CDS8v8p0hDtU0gO+WwO6q+yv++ztMdWy91P6iHfZwEvMrOvkXqnNpC2udhEciw7Q5S/A55mZv8H3Ahc0OdQqxBLh8VevqdDx0o4gHuRfoDeVwpvkoayrgB2C+E3Iw1zXE/qGTiDsMQ7pLsM2LWU50tJPR9PDWEnZGHdjiN6uI9XZWmOmiXOE4Bfk1bMXUZy7EZr5D2bjQ7sP0vcraS5YV8BngQ0+ng+n8uewyTpR/404JkxL1IP2/Eh3v+RtlqwEOfvSVIyV5BWEl5BWgV4+xBn/3LZU7GNAmnFpXcJfx5pT6xtJIflfOA/gVvMca9N0grAa0lbJXgv+ZL22/o8ySEcJ811+wZwcCmfB2T5TKDtB3TsJIe5a+hZCFEPM3sZaThxf6+xIaQQQuxMyGkSQtQim8dyHnCDu/e7F5AQQixbNKdJCDEr2Z5Jh5JWft2NNIdHCCFWHOppEkLMSjbp+WLSTtAfdPfXL6pBQgixSMhpEkIIIYSogfZpEkIIIYSogZwmIYQQQogayGkSOyVmdoSZeTYfZ664l5jZCQtvlRBiITGzY7J23/OO+ELUQU6TWHKY2d9mL7/dFtuWuTCzO5rZO8zsXDPbbGZXmdm3zOzeFfH3NbMvmdlNZrYpU4i/bSnOrczsaDP7uZn91cyuN7MzzOzhXfLrOIfdjn26xD/UzM4xs3Ez+4uZHWtmI6U4Z8yS51Qp7tPM7LNm9qfs+zNqltvrs/i1d4iuey0zO2EW+93M9g1x/8HMPmFmF5hZy8wuqchz/1nye3rN6/+hohxOMbNrsjjH1C2PkEfDzF6Y1cHtZnaDmf2vmd0jxDlmFvvdzP6ulOdTzexnWT29wczONLPH9GrbHHbfMnuef8zazk1ZnX+W2Q4yLQuKme1mZtdmZfHk0neHzFJu9x+mnWLx0ZYDYinytyS5kBNIK7b64TPASaTdiBeS5wL/CvwPSYpjV+D5wM/M7FEe9NssaZv9IIvzNtIO4f8PONPMDnL3G7KojwdeQ9pV+kRSO30m8H0ze467f6qLHW8irXCL3BQ/mNk/ZnmeAbyEtH3AG0gyHy8MUf+DtBt5ZB3wYZK0RuSFwMHAL4A9uti1A2a2H/A6Mg20Hqh7rY+woyiukey/xN2vCOGHkbTuziFpAs7FF8ikQgJndYk3QaobkY1d4r0VuJq0g/oja1y/G58EDicJHb+f9KzuSXquHb4KXNgl7dtIu5z/ohNgZi8h7Rj+LeC1JImaI4BvmtmTvE9NwC7sSRJy/grwF5K8zyNI7f4OpDoyLN4MrJ0jzvsI5ZTRrUzFzsxib0muQ0f5IMlSFGQzFvh6l5D02/pJezCwvhS2B0mi4sel8Fdn93WfEHZHYBp4Wwi7C7BnKe0q4PfAZaXwI7I8713D1t+SdOlGQthbSVIad5wj7TOy6xxWCr8VmcwIcAFwRg07TgJOJzlvF/RQ1j1fK6R9YGb/60rhtySTeAG+SXKquqXfP0v/yhrXOoEucihV+WZ/96QPqRGSvqAD/9RH3b1V9uw/Wgr/P5JET5SG2QXYDHy91+v0Ydc3gC1As4+0x2TlsWcPae5K+gfmjVnaJ5e+P6RbuI6VeWh4TiwpsuGJd2YfLw7d4PuHIZIjuqQrDG1YlzlNlniDmV1uZtvM7AdmdpcKOw40swPnstfdf+XuW0phNwA/Au5Uiv5k4Bfu/osQ9w8kB+KpIey37n59Kc8JUg/Hfma2ocLmDWbWrPjuzsCdST+Q0+GrD5J6YZ7cLV3gMFLP0NdLdl3m7u050kY7Hpxd68i6afq9VonDSD98ny/leaW7T3VP0h0zW2dmYzXiNc1sl9niuPslvVy7Cy8Hfu7uX8uG6db1kPafSc/+c6XwXYBr3X1mPxp330RyZLbPlamZ3cbMPpgNu3WGC79sNeYXZlxC6vUplLGZ3c/MvmtmG7P2e2Z5WDGwp6Vh8E3Z9d9rZqsr4r4X+Bqpzc51bxusNJwtVhZymsRS46ukIRBIQ1f/kh3XDSDvN5PEY88jCc9eRBpu6vZDc3p29Ms+JLFdIM07Ae5OEjAt83PgwCpnqJTntuwo8wOSuOq2bI7M7Uvf3zP7W7i+u18JXB6+3wEz24s0bHKyu/c6pBbzaQL/DXzc3X/Tbz59XHeU5JT+dABOytEk52HczH5hZv9QEW8t6XlsNLMbzewD2fDswMgcsvsCvzCzt5GG/7aY2UVm9tTZUwNpSO8y4Iel8DOAR5nZS7J/VO5oZh8gDSu/t0a+9yENsZ9EEo/+MPAw4Awz22EIzMzWmNme2bWeBTwbOMvdt4c4f5/ZuQtwLGnobjfgf83svl1s+BJpWPEo0j8bLwU+2uXaT8lsfXWN+/oU6ZmOZ/9wdZ23KHZu5DGLJYW7n29m55D+Cz45/shlP959kaV9NWmexuM6/0Wb2X8w4LkTZvYgksL7W0Pw7qQhtqu6JOmE3RL4Y0WetwOeCHzZ3Vvhq22k4aCO03Qwqffhp2Z2L3e/LIt3i9K1yte/5Sy39DTSu6LcI9ErLwBuA+wwoX2BeSRpyHQ+9rdJDvbXgCuA25LK+Ttmdqi7fyvEvQp4B2meVAN4FPAi4B5mdkipp28+HEjqKXo6aYj31STH6WXASWa2yd2/2y1h1sN6d+AdsUcp46Wk4cL3ZQekfwAe5u7d5m+V+Za7f6V0vW+Q5n49iTTfMPIy4Ljw+XSS49RJ25mP9gPgH0Pb/QhpyPmtQNl5vdjdO3I/HzCzTcCLzOxd7n5+ln4N8C7g3e5+ySw9YZOkOYvfJpXDnUlTCH5kZn/r7r+erTDEzoWcJrFSeDipu/+/Sz8S76GL0+Tu+/dzETO7OWkI6GLSD2eHNdnfbhPTx0txynmuBb5MGhp5bcnOL5H+q+5wspmdSvqv/PUkR6XO9WcbRjqM1NP3/VnizIqZ7UHW0+fug+g17IXDSHNWvjRXxCrc/S+UJmqb2WeA3wH/RXLGO3GPKiU/ycz+jzTB/smkHphB0Om52gO4v7ufndl1Cqn+vQHo6jSRepmguyO5jeS8X06a57WB1Ov7VTN7kLvPOvm51EM0SqpbF5IWJtyLHZ2mL5B6QPcCHgvsTbEtHATcnuQc7WHFhXWnA/9iZo3S0O0HStf4b5Lj+mjg/CzstaTJ52+b435+Cvw0BJ1iZl/J8jmO5BSLFYKcJrFSuE32908x0N2vM7O/DuIC2XySzo/MA0tznTo/JKu6JF1dihPzbJJ+ZO9M+i97zhVe7v5jMzubYo/OXNfvOlfF0nYIDwDeP88ekrcCN5J+vCoxs90pzmXZ7u7dVp3VIhsSezxwquerEweCu99oZp8CXmtm+7n75bNEfzdpaPjh9Og0ZfcQh/ZamePZeWYXdxymzK4tWc/OM8xspPzcsp6bw0iT8M9nR74MTLv740Kar5Pazn8AT8vqZbnn90Z3n8x6cI4i9RbtS+oN67Br+WLufilwafbxC2b2UeA0M7tD5oB1hppP7GJrzDe24z+Vvv8zqbdw/+x+9icN0b+4PCexDu5+YVYmTzSzZqn3V+zEyGkSy4muQolVk5+HSTYx+KukIY9Hunt5/6EbSb08tyinDWHdHKKPkf77Ptzd/7cHky4jLdvu0BmWu0X2Xfn6P6/I57Dsb99DW9n8qn8jTf6+ZegpWA2MZj9gm9z9RlIZPiQkP5G0QrBfnkCaXzTfocUqOmW5O6lnpivuvt3Mbsji9corSXOpOlxK+vHv1JdruqS5ltSLso4dtzr4O9I/EeUesY6T/CjS85ohcxB/nKWFtPKuvMXFQ0nzof6b5DC9hzQkt5HUdk+i3jzarwDPAx4MnBrSvIq0+rMbczk+5XfHm0nDrGeEYbnOvmZ7ZWF/mWPhwWUkB38daWhcrADkNImlSJWKdOc/yd1K4bdhbjr/yd6eNAEcmJnrdLNejCuTTfL+NGmy61Pd/cxyHHdvm9lvgG6TR+8HXOTum0v5vpP043Oku3+hS7rZuC3FyfPnZn/vTXCQzOyWpL1ydpgkm3EY8Gd3/1mP14/sS/rhi3NkIheTJhgfCbyC4vOos3fSbBxO+kE9ZZ75VNHZmHTWIcdskv+ec8Wr4NPAj8Pn7ZAm8ZvZ1aTyLXNL0rDr5i7fHU6XlYQZe2d/u/0jMkr+m3E1aXFA5Lzs75OBE939FZ0vspVru3XJsxudoblOr9Sfs7+bPOx7Nge3p+jU3Y5UBy/JPt86C7uIHflg9vdmzL5P3G1JZdxzT5VYvshpEkuRzgqt3WKgu28ys+tJ/4G+J3z1ohp5nkaa1/ISM/temNd0ZLfIlm034O5/7vZ9if8mTZZ+vs++8d9XgLeb2b3d/ZfZde4A/D1pQmq8/qtIPQxvc/fKFUtmtld5jpCZPZo0IXzGQXH331rakfrfzOwjYTjhhaQf0MLE3Syfe5K2TXjLLPdUhwuAf+oS/lbSUObLyH4Y3f1X87zWDJlD/HDgC+7ebcVhT3l1Ked9gecA57v7VVnYatK+T2Vn5Y2kYaqqOUaVuPtFdP9xB/gi8DIze4S7fz+zYU/SkOT/lntKsjlGTyHtIfaXLvldSBrGelpWTzqTrvcDHkTmvLn7ODtuINqhRXFIDtJmqgVHrFuZZvwrqU6ek33+Fal+vNLMPl8eTqvI58UUN2J9Sfb3O9nfN5Cc2MhdSXX9HaQesq1V+Vvabf1Q4Dvz2AZDLEPkNImlSOeH8z/M7CSSs/ONbLn7x0lzSD5Omjz6YOBv5sowm7v0LtKQxDfN7NukZfb/SNgaINDZbmD/2fI1syNJTttZpOX+zyhF+VpYpv9B0rDDtzJbpkgrsK4hTSbu5PlPpBf3n4Dfd8nz++7eGZL5qZn9mlQWG0kTbZ9DGjooT3B9FanH5XtZud4V+HfSFgC/73J7s00W7tj6YNIzgDTHZZ2ZvSH7/EN3/2G259TJXdIeCeDuO3zX77VKSeZc9Wdmdyf9+EHqedg15Hmeu38jO39H5kifTur92p+08/s6ktPXYR/g12b2BaAjm/JI0gTk71La58rM/oXUU9pZiv/gcP3PZPN9ZuM40nYK/2Nmx5PqwAtIvULdVoXOupIwayefJO1mfrqZfZXk2L6I1AN0XLd0Jb5Jmpy9kTRR/gEk57U8p+z1lvZZ+i5pR/DdSavr7kNasHFhZlPbzJ5Lcnh+m80ju4LUw/ZQ0tDY40p5H5BNiP9udv1nAJ939/OyPH9cio+Z3ZSd/qJUJ79oZttJk8GvJc0v/DfShPnCwgyxAvAlsMOmDh3lg/Sf4OWk/1pndgcnvbg/Tuo230T6T3svSrspk++UvX8Ia5DkRq4kvfB+QNp9+xJKO4JnYZfUsPOE7DpVx/6l+PuRJtpuJA2dfAO4XSnOMXPkeUiI+1aSBMdNpKXRl5Kcs70r7H1CFn+c5Fi9hWxH7FK8Rlb+v5rj/mez9Zg50p5BbzuC93QtkiN7DbPsLB3qSbfjhBDvn4EzST+aU6Rhtq8C9yrltxtpddifSD0V46SetqMqyvmMOs95jnK5bWbLRlK9Pp2w63wp7heyerL7LPmNkJzpX2d1dDPwv8BDa9qzG0na5bos7XdJ8+suKZXpI0j1/4rMpk2knqwjCLuRh/gHkZb+X5+V6yWk9v/3XerInUjtbBP5AoTVc9h9CN13BH8pcDbJ6ZsivT8+Q6nd6lgZh2WVQgghhBBCzIJ2BBdCCCGEqIGcJiGEEEKIGshpEkIIIYSogZwmIYQQQogayGkSQgghhKiBnCYhhBBCiBrIaRJCCCGEqIGcJiGEEEKIGshpEkIIIURtzOzBZvYNM7vSzNzMnrDYNg0LOU1CCCGE6IV1wHkkYeQVhQR7a2JmBtySpKUkhBBCzMUG4EpfIL0yM1sNjC1E3hkT7j5RDnT375AElEk/jSsHOU31uSVJwFQIIYSoy34kUeKBYmar97l5c/vV17YGleUWYH0p7FiSCLLIkNNUn80Al56zP7usbzDh0zNfXD6dO+LnT9xy5vzsLbedOf/ldbeeOb/myt1mzldfMTpzvv7y/J+RDZdPFi6+6sq8g8uvu2HmvL0phLfyxtNYtSo/3/1mefy98/Nt+67Lb26/ZgjP7fB9x2fOb3+La2fOH7DHnwv23XvNxTPndxzdMnO+R3Ntbgf5fyQ3tbfPnF80lZfBL8YPmDk/+6a8/H5z9T4z51NX5nav/Us+wrz+ivbM+bor8vwBRq6+cea8fcNf8/NtIZ7leTXX53bbXnvk195n15nzLfutnjnfvF9+b9v3zZ/DLvttmjm/x175e/Nvdy2W30GrLps5v81Intf6Rv4cpzzP9+pWbvfvJvecOf/F1rzMfnb9/jPnf7kqv4fRy/M814dX+frLpmbO11yVP0O7Ni87gNZfN86c+3Sexkby59i8WV5OfvPdZ8633yJ/J2+5VR5/y755/lP75e3p1rfI6/r997xk5vw+6y6aOb/z2PUF+/Zprpk5H7W8Xm9p5/leOp3X8XMnbjVz/tONB86cn3ddbtSmy3eZOV9zRZ7nhtBm11+et5XRq0MZhfYK0NqyLf/geZ1trM3tbuyRt9PpffLy27pvHmfLvnl93Xar3I7RffNnd7d9rp45v99ueZndZ3XeXm87mj9DgN0a+TXa5Pne0Mrt/sNU/hx/uT1vs2fdkJffn666+cy5XZG3lbVX5PV7w+WtEL515rxxTWijN+bnAO2J/DlaM38WjV025OGhzU7cMg/fvF/eKbMltNnxffMy2PuWN82c33uvv8yc3299Xn53X3XlzPl+I3l7Alhl6Wd105Y2t7nXJbBwoxNjV1/b4tJf7c8uG+Y302bT5ja3OfiS9SQHL9q7Qy/TSmfFOE1m9mDgVcDBwC2Af3L3k3vNZ5f1DXbZ0GQivOzWT+cVdu1Y3ohXkf8ojGwLTsya/AXSXBV+aMbyF9TISLERjDRzJ8obecNvW57ew49+w/I4jRi/mdsxMhrsCHY3VgenKfcdGF2X57N6fX5dgHVrww/JaG7HLs1gU5hC12rn5+um8vPVI3mVHJ3Kr9dcm9vaWh3LL087Mpo/k5GRYm/4SHA+2hbLL3d+C05TiGMhrY/EMot25C/gxpr8h6C5Nn/njK3P81yzvtj01q8OZVZwmvJynQo9/Ftboc5NhjoX6sPI9oo6tzoPb4aO/ZHRPJ+RZnCGGsXefyvUue7hzZDGK+tciJ8H01qTZzqyLk+7KtS5tetDfRsrtpVY56LT1Ah1bn1wmtaM5s9irBXq3NaqNpvnWWyzuQ0jjdyBciuXX3RSgtNUaLPhhzjUuUL5hbof22xzbV6ni202N3DdmjxtbK8Au4Q61w72TbZim83jrG7mz2V0PNxDaLMW2+xYeL6jeVsZaeZ2F95ZpfJrW26Txecb0lioc61Cmw3Pt9BmQ92vqnMb8jjrV8X2Wiy/VcGmYbB+g7F+w/yGyNr5P7Sb3X3TbHFXOivGaSKfuPZJ4KuLbIsQQggxb1repjXPGVOt0AkgZmfFOE0reeKaEEKInZM2XhhG7TcPUY8V4zT1ipmtAuJg9YaquEIIIcRKwczWA7cLQQeY2UHAje7+l+6pdg7kNFVzFHD0YhshhBBCVNEuzDzrP48euTfwg/D5+OzvicAR8zRnSSOnqZrjyCsCpJ4mbTkghBBiydBypzXPbaB6Te/uZwArcp6LnKYKsg29ZpY+aR6UEEIIsbKR0ySEEEIsUzQRfLisGKdpJU9cE0IIsXPSxmnJaRoaK8ZpYgVPXBNCCCHE/FkxTtOgJq7d2N7GVLvB1na+2uCGdi47cFMr30J7aytIYITdiIvbKIfgZv6hVdqltx12Dm+sDdIkrbDqIcioWJBRIexm3F6VP/J22Hnawya20bw4P3CynUfaOB22CgduaOWyCtc1t4ZvttGNjcHsG9q5LMqWVm7reCvY6t0fnYdiaodNytulXaJjGTTW59eLMgwRC3F8Tb6LcCvsBh3LrFCzQplNt/JI463cwI2tUvm1888b2vmGvBPkzzTuCH5dO3++sc5tKdS5CgMLdS4/b4edmmN9a4ayA2jsEuSpJsPu1mGH72Kdy8PjNSrLL3yI9xDvLd5zLAuAMQtyJmEu4uZCm81lUeKziM8oPrvCP+IV5RfrxkioM7EuAVTtF22xnGP5hboc67hXKGfEthLbUGxbsc3t1irK5Ez5FrpxXXiHxfYe3wXxHeE1yiy+g+K7qVHRXgEs7OBOaL8W3ouxzsV3aXzHFttsrHN5/K0Vde6Gdm7fqlZRsmldI6k3xPq2kGh4brisGKdJCCGE2NlYjNVzK5n5qfwJIYQQQqwQ1NMkhBBCLFPaMIDNLUVd5DQJIYQQy5TWAFbPzTf9SkJOkxBCCLFMaXk65puHqIfmNAkhhBBC1EA9TUIIIcQyRXOahoucJiGEEGKZ0sZozXMLwvbK1N7tCw3PCSGEEELUQD1NQgghxDKl7emYbx6iHnKahBBCiGVKawDDc/NNv5KQ09Qj17SMrS1j3HNNouta3XWstk7n+lPTrXwk1IJX7zV0wADaa4L2XNBlsrj9fdQ6CvpMUTutHfSxCjpWFW3G2/kXE0HHaut0Ue8r3vd1rVwrqu259lwj3PhNUQdrOupY5Tp+Be25VoX2XKWOVVHhq706L4Oo3VfQngs6ZVH7y6N22mi4Rmg9lTpg7agDFrXn1hTiRS2vdTY5c77Vc223qXCzN4byvjGkLegdVminxWcd5enaQaOrvTr/orG2aKtFvcNVuTZe1AHzkCbmVbhGhd5htDXeQ7y3eM83lnT8mmFa66jl59uCXlhBO60V61x41u0aeoehDsS6EeuMlcsv1rPYfoNeZKyvhTZboRcZiW0ltqHYtmKb2xC0+gAmyT9HHbuoj1h8z+V2x3dEfHdUyLwV9SKjrmPU7psqlV/UOGyEhxH1+tbMrXdYkAAt6EUG7bnwDi++4/J3fqxjAJt9GoAtFe8ssbyR0ySEEEIsU9TTNFzkNAkhhBDLlLZboUew3zxEPbR6TgghhBCiBuppEkIIIZYpGp4bLnKahBBCiGVKiwateQ4ateaOIjLkNAkhhBDLFB/AnCbXnKbaaE6TEEIIIUQN1NMkhBBCLFM0p2m4yGkSQgghliktb9Cq2l23dh4DMmYFoOE5IYQQQogaqKdJCCGEWKa0Mdrz7P9oo66mushp6pHrW2vZ3moy7rm2UdRxunE6113bVtCeqxCKqtABa40VG0FBf2ptrvVUiBW05zzoM7XX5na0Qj6t0bl1rKJ+1OR0Xl02Ta8uxLsxalk1cu2qVrN7Y94cdMCijljMd2I66lh1z6dKB6y1qlR+QYvKglaWjXS/8ah91VqTZxzzLeiAVbyzWsHubdNBe266qKd13XSuZTVm+QLgDb595jxqz10b4m+czjWxNk/l5Tcdy6zineiFOhfOV+f33AxlB2DtYPt0WKw8ErXD8jQxr3iNqjoXbY33EO8t3vO1zbwsyoyGstwc7L6uUH55eHxGrVp1Lq8DsW7EOmOTRZ3GgvZczHdV0FqM5Veoc93tKOQT7J6oaLOxza1rTBTSx3dbpKD3N929zU5Od9eeK9gX69xoLL/8i2Z4ZzVKY0c2mesxRu25+F6M78v4Lo3v2KppPPFdHd/h8d0e3/mjNl1Iv9qSfVtbw1nIrzlNw0XDc0IIIYQQNVBPkxBCCLFMGcxEcA3P1UVOkxBCCLFMSXOa5inYq+G52mh4TgghhBCiBuppEkIIIZYp7QFoz2n1XH3kNAkhhBDLFM1pGi4anhNCCCGWKW0aAzl6xcxebGaXmNm4mZ1tZvedJe4ZZuZdjm+FOCd0+f67fRbLgqGeJiGEEELUxsyeBhwPvAA4GzgSONXM7uDu13ZJ8kQg7NLGHsB5wJdL8b4LPDt8nmCJIadJCCGEWKa03Gj5PDe3zNNvKG2+OuHu3RyXlwMfc/dPAZjZC4DHAM8B3l6O7O43xs9m9nRgGzs6TRPufnU/9zAsNDwnhBBCLFNa2UTw+R4ZlwMbw3FU+XpmNgYcDJzWCXP3dvb5ATXN/lfgJHffWgo/xMyuNbM/mtmHzGyPngpjCCxJp2mljpUKIYQQi8h+wK7hOK5LnD2BJnBNKfwaYJ+5LpD9nt8V+Hjpq+8CzwQeBrwGeAjwHTOrElxaFJbc8NxSHyu9Zno31k43Czpg109vmDmPOkzjraC51equAxZ7VT08jfZYsbu1tTq/XmNtd20oCysgfDRoL0Xtr1V5vpU6VvHSwdapgo5aLPKiLtPaoGU1GcqpaXlmm1t5Of01pN0adOEmWlHHiu5U6IC1R4vl1w7lF7XnGs2glxa6pT2WWThvV+n1FcosxAn6W1EHbHNJuy+WwVjQstrayG2NXfDXB+20vwYdtqidNjUd7i3qgMU6V1V+UUetXN9CPbOgC+bNoCMW0rTr6PVFm4Kt8R7ivcV73jCL9lysc9vaeZ2N5b25Uu8wGlVRfqEOxLoR60xjqthWLOilxTbbHgv1LNTXmG8sv6p/eWNbiW0otq14/x2ttA7jzaC7GO57Yysv8yqNzakqvcPKOpefx3dTLD8rac8x2r3NttdGvcNQfuFdGt+xXvGei+/q+A6P7/b4zm9a8eXU0TvcNj0c7bm2N2jPc/VcO6+Hm91907yNmp1/BX7j7j+Pge5+Uvj4GzM7H/gzcAhw+gLbVJul2NM0M1bq7r8jOU/bSGOlO+DuN7r71Z0DeASzjJWG468LeRNCCCHEQjPg4bk6XA+0gL1L4XsDs85HMrN1wNOBT8x1EXe/KLvW7XoxbqFZUk7TUhorNbNVZrZL5wA2zBZfCCGE2Nlx90ngV6RhNADMrJF9PmuO5E8BVgGfnes6ZrYfaeToqr6NXQCWlNPE0horPYrihLjLa9gvhBBCDI02+Qq6fo+q2Q+zcDzwPDN7lpndCfgQsA7orKb7tJl1mw/1r8DJ7n5DDDSz9Wb2TjO7v5ntb2YPA74OXAic2rt5C8eSm9M0TwY5VnocqWJ02IAcJyGEEEuIfjenLOfRC+7+RTPbC3gzqUPjXOBR7t7p8Lg1FH0xM7sD8EDgH7pk2QLuDjwL2A24Evge8MaKLQ8WjaXmNA1irPRNc13E3S8ys85YaVenKXtQMw+rtHeFEEIIsWJx9/cD76/47pAuYX+kuGQmfrcdeOQg7VsoltTw3EofKxVCCCF6oaM9N99D1GOp9TRBGhI70cx+CfyctOVAYawUuMLdy5tuVY6VAkcD/0PqrToQeAdLcKxUCCGE6IU2Rrt7B05PeYh6LDmnaSWPlQohhBC9MIieIvU01WfJOU2wcsdKhRBCCLF0WZJOkxBCCCHmpo/NKbvmIeohp0kIIYRYprTdaPs85zTNM/1KQk5Tj9zQWs/W6REm2rnOUdRh2jyV6xNtD1pZ7Ro6VlG2qVWS+2qtzr9sTIbHFrdCaEftuaAdFnSYWmNBB6xKRy3ic+uAAdw0tWbmfHUj3zx9yrtXsagDdsPk+pnzLUEfa7LVXTutIBkVpa4qdKwAptdEkbDu5RRpr4rafaEsx6IOWHc7CvlEHatQZrGeAPx1NK9DjaBltbYxOXMe9Q43Bu21WPbxuUzX0TssaKfl5/E+G6urXxM2HcpypLt2WKHMwjXitat0wOI9xHuL97y+mZcdQCvUkI4OGMyiPReeRXxG8dlFKrXTxuL9h/Y6XSy/RqP7D1Q71MVYX2Nd9hp1LraV2IZi24ptLpYRwLb2KrqxsZWXeVWdi+8IKn6IK/X6xrq/s6wkPWdTIYNQlq2qNhvqXHzHVulFxnf19oo2e+NIsc5FVjWSlt94a7oyjli+yGkSQgghlintAQzPzXdzzJWEnCYhhBBimdL2Bu15rn6bb/qVhEpKCCGEEKIG6mkSQgghliktrDCPr988RD3kNAkhhBDLFA3PDReVlBBCCCFEDdTTJIQQQixTWsx/eK01dxSRIadJCCGEWKZoeG64yGkSQgghlikS7B0uKikhhBBCiBqop0kIIYRYpjhGe55zmlxbDtRGTlOPXDe5gVWTowUdsJumch2wTVHHairXLWpV6IBRqQNWrMQFLbC1QZOtGTTZPM+4HcJbFTpWUTeLKk2moMMUdaW2To0R2Ri0qEaDdtr4SF4GTfLwqAMWday2hHzj9epoz1XpgEFRi8pCRB/NbXKLGmlR0ypqz4XrRb2+KCcYdd7y7Is6YKXyu2FyLd3YYlP5tcND2jSd17MtFdpprSi0VaF3WFXnpleH+jZd6pC2vPws6vhFHbBQ3jGvSr3DCh2weA/x3uI931DSnottM9a5Cc/Tx/KOz6KodxjMq2izsQ7EuhHrjLWKwo6NkfBdbLMjUXutf71Dr2iz8T5vGsnb3EijOA046h3GOrc1aNfF9r61os3Gd0fh+Va12VXd31llGkGjrtBmV1WUWa06F+yIepHhHR7f7WtCnSuL3Xa0/CYmpxgGGp4bLiopIYQQQogaqKdJCCGEWKa03Xbo7eonD1EPOU1CCCHEMqVFozCM2m8eoh4qKSGEEEKIGqinSQghhFimaHhuuNRymszsq33k/QJ3v7aPdEIIIYSoQZsG7XkOGs03/Uqibk/TE4AvAdtrxj8MWA/IaRJCCCHETkEvw3MvrdtzZGZP7tMeIYQQQtSk5UZrnsNr802/kqjrND0UuLGHfP8RuKJ3c4QQQghRF81pGi61nCZ3P9PMdqem4+TuP56XVUIIIYSYE/cG7Xnu6O3aEbw2vZTUlWZ2kpk9YsGsEUIIIYRYovQyp+l5wBHAd83sMuAE4AR3v2TwZi1dbpxay9jUGNNBxGjzVNQBy3WYJqJ2WisKfoXTSh2w4nWjfpcFPa5GSBMk3wqadDFt1Mfy8PTbFVJPHjWZKnTAADZN5mUwEgyZaHevYjE8ajptq9Kxqug+LmjPFXTAivFjGcREjVb3fNsj3cuvSseqqne7HXSsZtPu2xS0wCKrGtO5HeGCW6fz9Jumck2w8em8XNvh3oraaUEvLmoUhkcay296VfF/q4KMXaxzIVprrLsOWLxGUQfMu50W7iHeW7znsnbaZKhbI5Z/V6xzc2unxWdXIY03i3ZfHh7bK4CPON1oV7bZUP9inav6lzcYGO8ntq1NI7mBDSvas7Wxim5sDw8vtvcqvUPvfpvFeyjoRebnhfZK8eXUbkW9wxA+WqV3GK5X1WbjOznUuYkK7b7Vzbz+lMVyO3VucmqSYdDCaM1TcHe+6VcStXua3P0z7v4w4HbAicCzgAvN7Ptm9jQzG5s9ByGEEEIMkrbn85r6Pxb7LpYPPQ9kuvvF7n60ux8APIq0rcAngavM7H2DNlAIIYQQYikwr9lf7n6aux8OPDMLevH8TRJCCCFEHdrZRPD5HqIefcuomNltgGeThuluBfwA+MSA7BJCCCHEHLSxHeZV9ZOHqEdP7qWZrTKzw8zsNODPJKfp08Dt3P0R7n7SQhgphBBCiKWDmb3YzC4xs3EzO9vM7jtL3CPMzEvH+DDtHRS1e5rM7IPA04G1wNeBRwPfd69aIyGEEEKIhWQxdgQ3s6cBxwMvAM4GjgRONbM7zKIcsgm4Q/i8LH2HXobnHggcC3zW3W9YIHuEEEIIUZNBzEnqI/3LgY+5+6cAzOwFwGOA5wBvr0jj7n5130YuEXrZcuDu7v7epeIwrdSuQSGEEGKB2GBmu4Rjh027su2FDgZO64S5ezv7/IBZ8l5vZpea2WVm9nUzu8vArR8CtZwmMzvezNbVzdTMjstkVxaE0DV4LHAv4DxS1+DNZ0m2CbhFOG6zUPYJIYQQw6DNfPdoKkwkvxzYGI6julxyT9KOo9eUwq8B9qkw84+kXqjHA88g+R4/NbP95nXzi0DdnqaXkeYy1eXFwG49W1Ofma5Bd/8daVx1G+mhVOHufnU4yg9cCCGEWFZ4tnpuPofnTtN+wK7hOG4gNrqf5e6fdvdz3f1M4InAdcDzB5H/MKk7p8mA/zOzuhO3avdK9UroGpx5mO7ezlb0zdk1SHIUzwFe5+6/neU6q4DYNblhXoYLIYQQA6bTWzTfPDI2u/umOaJfD7SAvUvhewO15iy5+5SZ/ZqkMLKsqOs0PbuPvBeqJ2e2rsE7VqTpdA2eT/KeX0nqGryLu19ekeYo4Ohy4I2T6xmdGGM6TJzbFrSXqrTTvF2hPRf6+gpacCXtuag/FV3XxkjQxypoz3VP247n8elHO2L7C3a3pvNI26eKVWfzSO5fRi2r8WbpRjImgwDVpsnu2mmtoP0V7SgQi3W28lvVPX1jukJ7LuiItYLrXKXdV+izjf9ahMKcrNABAxht5hpp8QUYdfziXiqxzkXttMnwXNrT3cuvoJ1WUf8K9S3UqxQv1Lkg+1aoc7H8Ql7xGl6jzsV7iPcW77msnRa15xrhYcQ2G3XE4rOYrNI7jJeoLLMQJZcMxEqTbBtTFdpzMa9QXwvaabHOVf1OxjYb2lBBu2+yu74cwFhJy28mfStPvzlo/8V3QatGnYvlF+85vpta0YTSfVrQhitqz1Xo9VWUn1e02fiurtLuu6mRN4rJknBnp81OTQ5He27YuPukmf0KeBhwMoCZNbLP76+Th5k1gbsB314gMxeMWk6Tu5+40IYsJO5+FnBW57OZ/RT4Palr8I0VyY4jzZvqsIE03iuEEEIsCRZp9dzxwIlm9kvg56QtB9YBndV0nwaucPejss9vAn4GXEiauvMq0rzij8/L8EWg7x3BF5GhdA26+wQw0flsph1ThRBCLC0GPDxXC3f/opntBbyZNPn7XOBRYa7wrYHYR30z4GNZ3L8CvwL+NpuTvKxYdk7TSu8aFEIIIRYbd38/Fb+57n5I6fP/A/7fEMxacJad05SxYrsGhRBCiA7Snhsuy9JpWsldg0IIIUSHxRieW8n07TSZ2e2AA4Efuvt2M7Nh6tCt1K5BIYQQQiwOPTtNZrYH8EXg70kLNW8PXAR8wsz+6u6vGKyJQgghhOiGepqGSz/rFN8NTJOGwLaF8C8CjxqEUUIIIYSYm3lLqAzA6VpJ9DM89w/AI9398tIy/D8hPTchhBBC7KT04zSto9jD1GF3wr5GQgghhFhYNDw3XPpxmn4EPJN8J23P9kl6NfCDQRm2VNk4uYqR0VVMt4O8Q5AX2DaZ79k/XZBRqRgJDXU17sbfLj2ZVkH1IE/UCGmimkQhr4K8QPdrVG0IGyU0qiQtALZXyKVsq5BkaIXyiPIE46H8WoXy626fV0gytIoqJViFpENZImQmTpUMTZR9qFF+BMmHKDExXiq/hq2eOZ9q5RevkleZKNS57jIg7ShDU7FEwyvqXKxvVnqhxjQF6Z7Cs+guQ1Mos6L6RFdb4z0UZGgmSw84MBnKL0qsxHIdDzI041UyIK3uPyRVda5Y/2LaYuHbaI18x/pvs7GtxDYU21YzlIuXnm+z0b1RTIWXyvaQV5V0T2XbqtNmg00llRLiKyWaXqfOFfKq8BPiu3q6UOfye471KtY3gJGs/KYnh+OIOPPfMmBoK7h2Avpxml4NnG5m9wbGgHcAdyH1NP3dAG0TQgghxCyop2m49DwR3N0vAP4G+DHwddJw3VeBe7r7nwdrnhBCCCHE0qCvfZrcfSPwHwO2RQghhBA9oJ6m4VLLaTKzu9fN0N3P798cIYQQQtRFTtNwqdvTdC5prphRnDPWKekYVjW9UwghhBBi2VLXaTognN8TeBfwTuCsLOwBwCtIk8SFEEIIMQTU0zRcajlN7n5p59zMvgy81N2/HaKcb2aXAW8BTh6ohUIIIYToirvtsG1EP3mIevQjo3I34OIu4RcDd56fOUIIIYQQS5N+nKbfA0eZ2cxWZNn5Udl3QgghhBgCbWwgh6hHP1sOvAD4BnC5mXVWyt2dNBn8cYMyTAghhBCzozlNw6Vnp8ndf25mtwUOB+6YBX8R+Ly7bx2kcUIIIYQQS4V+N7fcCnx0wLYsCzaNr6HZXIWHTRai9tBE1J6bigJmwZMviJ8FDahm0FsqS7lFHaeotxTyjdpzlfpYo93PK7XTgq0erhU1maCoBdYKmY1U6Fi1Qr5Ru2oqlFl7Otxbu/t/QtFur7jPdL2YJubbNduSdl/386idVvWPWkEHLNzbxEh105sK2ldFjbAYJ9a5PK9CnYtl1m2jEEr1JNybBX2v6ZJ9jemKOlfQAeueb2Wdq5JqC/cQ72275RmV/0ueaOQXt/BVrHNTof5ORO25qe56hwXzYvlV1JOq+gZF7bRI1bMolFktvcjwHgnPaqqi/Fpl7TnrrkQW9TZjmRU0Nqvec4HK+yxXtE78ZjGfdtQ7rHgWrRpttrLytrrXuYlGd33NsWbxXdipc63xfma/9I4mgg+Xnp0mM3vmbN+7+6f7N0cIIYQQddHw3HDpp6fpvaXPo8BaYBLYBshpEkIIIYaAepqGSz9zmm5WDjOz2wMfIm14KYQQQgix09HXnKYy7v4nM3st8FnyyeFCCCGEWEB8AMNz6mmqz0Ccpoxp4JYDzE8IIYQQs+AUF4n0m4eoRz8TwQ8tBwG3AP4d+MkgjBJCCCGEWGr009N0cumzA9cB/0sS7RVCCCHEEGhj2Dx39NaO4PXpZyL4cDafEEIIIcSsaPXccOnZATKzN5nZ2i7ha8zsTYMxSwghhBBiadFPr9HRwPou4Wuz74QQQggxBDqbW873EPXoZ06T0X2y/T2AG+dnjhBCCCHq4j6A1XNaPleb2k6Tmf2VbHUj8H9mBYGiJqn36cODNW/psXVyjObIWKGStYImU9Qqak/l4VGTqVEheVSlyZS+DOchXkE7rSrfCn2sgo5VQZMpnMf8W+E+J4t6S5FWiNeo0J6LY+itiny9FQukho5VuB8b2zHuTLxYfhVxKnXUQr6FMmt0f+tYeO5euM9i04vlEXXRGo3u2nOxzrWm8/OqOmdV2nMVdcMqtA6hWG961bSr1gHrnme8h3hvUxbaWem/5MlG/l3UnmuHOlQov6nudS4+uwLxmUS9yIo6V54F2q74gYrBXlHn2jW052Jb8RptdrpVzMgqtOfascyq8i202ZhpflrQbAz304ptKz63ktmVdbmG3mZBq7K7BGhBz7NQ50K9iibEcAjac5PyRHZGeulpOpJURT9JGobbGL6bBC5x97MGZ5oQQgghZkMTwYdLbafJ3U8EMLOLgZ+6+9SCWSWEEEKIOZHTNFxqOU1mtou7b8o+/hpYY2ZrusUN8YQQQgixgLTdsHk6PZoIXp+6PU1/NbNbuPu1wE10nwjemSBePdlFCCGEEMseM3sx8CpgH+A84CXu/vOKuM8DngncNQv6FfC6GN/MTgCeVUp6qrs/qke7zuklPslvOdTdr6gTua7T9PfkK+Me2qNBQgghhFgAFmP1nJk9DTgeeAFwNmnO86lmdoesc6XMIcAXgJ8C48BrgO+Z2V1Kzsp3gWeHzxO9WQbAQcB/AVtqxDXgtcCqupnXcprc/cxu5wvFUvVghRBCiKVEcprmO6ep5yQvBz7m7p8CMLMXAI8BngO8fcf8/fD42cyeCzwJeBjw6fDVhLtf3bM1O/LOCudtB8ysJ/m3unOa7l43Q3c/vxcDulxrKXuwQgghxM7KBrOCAzbh7oXfSjMbAw4GjuuEuXvbzE4DHlDzOmuBUXbc2/EQM7sW+CtJz/YN7n5Db7fAASQ93LrcGbiybuS6w3Pnksb95nJnBzGnaUl4sGa2imKX3Ya6aYUQQohhMODVc5eXvjoWOKYUtifpd/6aUvg1wB1rXvI/SY7KaSHsu8BXgYuBA4G3Ad8xswe4e6tmvrj7pWZ2V+CCmvEvq5s31HeaDugl035ZYh7sUUgWRgghxBKms+P0fPPI2A/YHL4a+IiMmb0WeDpwiLuPz9jgflKI9hszOx/4M2k06fQeL3O+mf0C+DhwkrtvnitBXWppz7n7pXWPedozmwe7T808qjzYZ5J6n14DPITkwc7WK3YcsGs49qt5fSGEEGI5stndN4Wjm9N0PdAC9i6F7w3MOppjZq8kTbz+h7mm8rj7Rdm1blfb+pyHAL8lTQi/ysxONLMH9ZHPDvSjPYeZ3QF4CXCnLOj3wH+7+x8HYVS/DNKDzSrLTIUpjfMKIYQQi86wN7d090kz+xWpE+JkADNrZJ/fX5XOzF4NvB54pLv/cq7rmNl+wB7AVbWNy238EfAjM3sJ8FTgCOBMM7sQ+ARwYr8Tznt2mszsScBJwC+BjmzK/YELzOzp7v4//RiSMQgP9uF1PFgz63iwPXX7TYyP0GiMFoSLPGgstYMOGFU6VhU6cgW9qVJ/a5WWnHWXdquMX9Aai+E1dKyYDvfcKCaYjrpozXDfFZps0cB2hT6bh+tV3WelDlhJu6+gMxU16qrMi88lltlI9/NaOmDhflqlTt5YBq1mMKrCQA/5FutcKLNC+QU7KnS9Yr9rK8zm83J/bHgW0bzCe7dCB6yy/sXnU6POTRfqT7FyTPdc57o/I+tR77BSh6/0lu25zVZpRFbdZ8g/3k87POApr6hvUKvOeUWbjc+rll5kvJ8KXUcrzWap02YLda7ivNAEY5OL7+pwb63Q5xLvf7rc9jMD2+O1p+HMjwGPz9XkeOBEM/sl8HPSgq11QGcu8qeBK9z9qOzza4A3A4cBl5hZZ+Roi7tvMbP1pOkw/0P6rT8QeAdwIXBq37flvjWz6VNmdjvSYrAXA28xs++6+6G95tlPT9M7gOPc/U0x0MyOzb7r22laDh6sEEIIsWQYQE8TPaZ39y+a2V4kR2gf0mKxR7l7Z2rNrSlKNr+Q5BZ/pZRVZ6J5C7g7aWug3UhTbL4HvLFiiLBn3P1CM3sbcClp+s1j+smnH6fpFhRXpXX4LGlvpfmyLDxYIYQQYqXi7u+nojPD3Q8pfd5/jry2A48clG1lzOzBpBX4TyI5c18iDdP1TD9O0xnAg0hOR+SBwI/6MSKyHD1YIYQQYjFYjB3BlwNmdkvSXKYjSFNxfgq8FPhSNmzXF/04TacA/2lmBwM/y8LuDzwFONrMZsYI3f2UfoxaTh6sEEIIsVgMeyL4csDMvgM8nDRP+tPAJwe1UK0fp+mD2d8XZUe370DivUIIIYQYPlPAk4Fv9rIxZh16dprcK9cJCSGEEGKYuPU8kbtrHjsR/ayKq4scICGEEGKZ0pnTNN9jZ8HMvmpmu/QQ/3NmdvO68fvd3PI+wEOBm1NyvNz95f3kKYQQQggxTx4P7FVzQ2oDHge8Ebi2ToJ+Nrd8HfBW4I8keZPoo+5E/qoQQgixxFmczS2XMgb830Jl3k9P08uA57j7CQO2RQghhBA9oNVzO/DQPtJcUTdiP05TG/hJH+mEEEIIIRYMdz9zIfPvx2l6N0m75cjBmrI8aE2O4M2RykHJqElU1DDqnl9RbyrPqF3y/OPwrFfoXVXqgMW0lZpg3jW+VdwbkyXttKD7VtCbq/MPTIWmVaH8etUBK0W3Cp2pSmKZ1dDxq1NmNhV09co2hPrRqiq/qjrXrqpzFXqHVXVuND7DGKdk6zzqXLH8atxnvIdYfkGcMerI7ZBXVb6xzkUtvSodv8ryC1nGS4VsdtBK67X+zUMvMt6Px0oX2murSsOuTI91rrrMute5QhuKdW4WabzKOlfZZr1rnALxXT0V60lelu12d7vj5/ZkX1OG+2PnGl5b0vTzVN8FfMvM/gz8jrQfwgzu/sRBGCaEEEKI2dHw3HDpx2l6H2nM8AfADcjHFUIIIRYHTQQfKv04Tc8CnuTu3xq0MUIIIYQQS5V+nKYbgT8P2hAhhBBC9IpRb/LoXHmIOvTjNB0DHGtmz3b3bQO2RwghhBB10fBcATP7NTXvyN3v1Wv+/ThNLwUOBK4xs0vYcSJ4z0YIIYQQQgyAkxcy836cppMHbYQQQggh+kA9TQXc/diFzL9np2k2g8ysvKOLEEIIIRYKt1k2neohj50UM9sNeDJphOyd7n6jmd0LuMbda+8E3qFqe7RejfobM/tP4PJB5CeEEEIIMR/M7O4kHbrXAK8Edsu+eiJwXD959u00mdlaM3u2mf2ItMnlQ4Dj+81PCCGEEL3hPphjJ+V44AR3vz0wHsK/DTy4nwx7Hp4zs/sDzwWeAvwFuBPwUHf/UT8GCCGEEKJPNKdpNu4DPL9L+BXAPv1kWNtpMrNXAM8BdgW+ADzY3c8zsynSzuArg+1NoDR1q0KLq6AB1a6IU6WRVBKssoLeXIWmWBUFfaagvRQ1war6HOO9TXfX6yp/V6n9VUW8RkHAq3v5FZJGu0fyjFqlR2TtAZVZDK9RftFun473U0ownzKr0KSzCr2+Sl2zkFFR+6uUz0LUuSpTg5aZV9TFKu2vWemxzRaSVtS5gt5cVXstXbuSgnZfd42+nutc1FRrzFJ+VfRa5yrus6r8Ck2i13cc9Nxmq/QiKdS5WH4VWolV5bddU3yXABPALl3C/wa4rp8Mexme+0/SyrnbuPur3P28fi4ohBBCiAHRmQg+32Pn5BTgTWY2mn12M7s1yZ/5n34y7MVpeiNpSO5iM/tPM7trPxcUQgghxGAwH8yxk/IKYD1wLbAGOBO4ENgMvL6fDGsPz7n7ccBxZvYQ0jDd2WZ2Ialz8mb9XFwIIYQQ80Bzmipx943AI8zsgcDdSQ7UOe5+Wr959rNP05nAmWb278BhJAfqTDP7OfAVd9cKOiGEEEIsKmZ2K3e/zN1/DPx4EHn2veWAu29294+4+/2AewI/B147CKOEEEIIUQPNaZqNS8zsTDN7npkNZERsIJtbuvtv3P1IYN9B5CeEEEKIGviAjp2Te5M6dN4EXGVmJ5vZk81sVb8ZDsRp6uDuU3PHEkIIIYRYWNz91+7+KuDWwD+Sthn4KHCNmX2ynzwH6jQJIYQQYoiop2lOPPEDd38e8HDgYuBZ/eQlp0kIIYRYrshpmhMz28/MXm1m55KG67YAL+4nr55Wz5nZCGnF3Knufk0/FxRCCCGEWGjM7Pkkn+XvgD8AnwMe7+6X9ptnT06Tu0+b2YdJenNCCCGEWEwGsfpt51099waS7NtLB6Vi0vM+TaSurYOAvj215Uxj0mg0BljBgq5Upf4b5d7T4fWl9qxrNmyaofxmkXryRep/juVX0P5qLWL5RaOi3mE8LyQYbtkt+TpXo80ulfIr1LnaInMLwBKvc5GBtdnJ4ZT3IHb03ol3BL+1uw/07vpxmj4IHG9mtwJ+BWyNX7r7+YMwTAghhBCiX9zdzexBwPOBA4Enu/sVZvYvwMXZppc90c9E8JOAA4D3AT8BzgV+Hf4uWczsxWZ2iZmNm9nZZnbfxbZJCCGE6JtFmgi+HH5PzexJwKnAdtIm3J39mXYFXtdPnv04TQd0OW4b/i5JzOxpwPHAscC9gPOAU83s5otqmBBCCLGMWEa/p28AXpBtNRD3kfwJye6e6dlpcvdLZzv6MWJIvBz4mLt/yt1/B7wA2EbSzhNCCCGWHUY+r6nvo/fLLpff0zsAP+wSvhHYrZ8M+9qnycz+xcx+YmZXmtltsrAjzezx/eS30JjZGHAwMKNs7O7t7PMDKtKsMrNdOgewYSjGCiGEEIvDhvi7101upJ/f00XkauB2XcIfCFzUT4Y9O01m9kJSt9y3SZ5aZ/3DTcCR/RgxBPYk2VneW+oaYJ+KNEeRvNHOcfmCWSeEEEL0w2AFey+n+Lt3VJcr9vN7ulh8DHivmd2PNHPrlmZ2OPAu4EP9ZNjP6rmXAM9z95PN7LUh/JeZITsLx5Gcww4bkOMkhBBiKTGIHb3z9PsBm8M3E/PMebF5O6lz6HRgLWmobgJ4l7v/dz8Z9uM0HUD3VXITwLp+jBgC1wMtYO9S+N6k7rsdcPcJQoUxWyJ7xAghhBALw2Z33zRHnJ5/TxeLbI+m/zCzd5KG6dYDv3P3Lf3m2c+cpotJm1uWeRTw+34NWUjcfZK0p9TDOmFm1sg+n7VYdgkhhBDzYshbDizH31N3n3T337n7z+fjMEF/PU3HAx8ws9WkSff3NbN/Jo19Pnc+xiwwxwMnmtkvSbuaH0nqGfvUYholhBBC9Msi7Qi+ZH9PzeyrdeO6+xN7zb9np8ndP25m24G3ksYIPw9cCbzM3U/qNb9h4e5fNLO9gDeTJqudCzxKwsNCCCFEfZb47+nGhcy8n54m3P1zwOfMbC2w3t2vHaxZC4O7vx94/3zyaGxv0CgLTsXpTsFlj9EKSQrhUeioInyHa1ScV1Gh5UXQ8rJ2yLJGHOJ5OU0Uf6zzH0zVfRfCQ/yoN1cVp/yvU+G7GjZVlVmVFlpVeCzXivOUvv8yK9S5GF5Z/2qUX8Vz6Pq5Gwtc5yrrW/l6VSx0m52tjfZafrEMvEb5tSrKr0bdnZXFqnN1p5MOs83Waa/jfe3o0zuDnQheP8kAfk8XAnd/9kLm35fT1MHdt5E2tBJCCCHEsFkkp2mlUstpMrNfU7NY3b2vrcmFEEIIIZYydXuaTg7nq4EXAb8jnyl/f+AuwAcHZpkQQgghZmWRJoKvWGo5Te5+bOfczD4OvM/d3xjjmNmxwK0Ga54QQgghKinu6N1/HqIW/cxUewrw6S7hnwWeND9zhBBCCFGbIe/TtNLpZyL4duDvgD+Vwv8OGJ+3RUIIIYQQfWBmL60b193f12v+/ThN7wE+ZGb3Im1qBXA/4DnAW/rITwghhBB9oDlNO/D/asZzYOGdJnd/u5ldBLwMeEYW/Hvg2e7+pV7zE0IIIUSfaMuBAu5+wELm3+/mll8C5CAJIYQQYsUwr80thRBCCLGIDGB4bmfqaSpjZvsBhwK3Bsbid+7+8l7zq7u55V+pv7nl7r0aIYQQQog+0PBcJWb2MOAU4CLgjsAFwP4kcZ5z+smzbk/Tkf1kvjPSHIcmpW0tClpK+Qdv5uHtkQqtpoAHTTVGvPI7q6PRVKHl5VFLaTrfccKng15VK8QpxO8eZ4c0VRpQVcTya+Yf2qH8YnnEci1oVxXiFC9s8XNZ168bIYpHLbSg6+Xxnqe7P9Sq8mtMV8craGJFO6rqnHWvc15R5wrnFXWuUN9KZVmrzkW7WxXlF8ssxon3X1HGlfWtdO1a5RfabDu+EWN5VGgXxjIuaCJWtddS+kpim211v+9e22wjxonttw/tuco6V9VmqzTpYpyR3HCr0qQr2VFZ56rabGh3hTZbUecaNcq4XH6dOtfSWvKlwHHAu9z9aDPbTNoW6Vrgc8B3+8mw7uaWJ/aTuRBCCCEWEPU0zcadgH/OzqeBNe6+xczeBHwd+FCvGfY1p8nMmsATMoMAfguc4u6tykRCCCGEGCjacmBWtpLPY7oKOJDkrwDs2U+GPTtNZnY74NvAvsAfs+CjgMvM7DHu/ud+DBFCCCGEGCA/Ax5I2hbp28B/mdndgCdm3/VMPz1N7wP+DNzf3W8EMLM9SDIq7wMe048hQgghhBAD5OXA+uz86Oz8aSRFk55XzkF/TtNDCA4TgLvfYGavBX7SjxFCCCGE6APNaarE3S8K51uBF8w3z36cpglgQ5fw9cDk/MwRQgghRF00p2luzGwMuDkQ12Xi7n/pNa/G3FF24JvAR83sfpZzf+DDpP0QhBBCCCEWFTP7GzP7EbAduBS4ODsuyf72TD89TS8FTgTOAqZCPqeQ9OiEEEIIMSx28p6iefAp0lYDjyWtnpt3SfUj2HsT8Hgzuz1ph02A37v7hfM1RgghhBA9oDlNs3EQcLC7/2FQGfatPefufyLNQBdCCCGEWGr8jj73Y6qittNkZsfXidePAJ4QQgghekcTwWflNcA7zOx1wG/IpxQB4O6bes2wl56me5Y+PxD4FWmC1YwNvRqw3GhOdNGeC9Ppo3ZV1HkrajVVaMfF8NEoblTU/2oUNJoqijwY2G511/iK92BBEKqg21SlyVSoekUttUqNpu7mlfTSYqT8tB21q2LiRn6BgnbVaFl7Lv+uUSj/7uXnFdpf3gqGTDa6ximWWdD+CmW2g/ZchS5Y1cvMq+pcLLNQ52L9KWQZtcJCmRXKa6RUFws6bN3F3WLdbweNQxqNrvGpuOdC+RV0w+gaDn3UuVgGFeUX26xXtdmxWMdCXSzrIPbcZkM9mwrPNDaKWP/C/Tcqyskq2ivUq3NFXc1wTvc4VWXm4T1nI93LrLGD9uHcbbZY5wpCg/l5LOMabbaoSRcuXKpvM+ZNdDVz8Gh4bjZOy/6eXgo30l036ZHaTpO7P7RwxSR+d1jcB0EIIYQQYonw0Lmj9Ebfc5qEEEIIsbhoeK4adz9z0HnKaRJCCCGWKxqeq8TM7l7xlQPjwF/cvaeBVDlNQgghhNgZOZfZXcIpM/si8Hx3H6+TYS+r58oemwF3NLP1MdDdz6+bpxBCCCHmgXqaZuOfgP8E3gn8PAu7L/AK4FiSD/R24K3AK+tk2EtP07mkoo3rIL6Z/e2E9zUbXQghhBC9ozlNs/J64GXufmoI+42ZXQ68xd3va2Zbgf9iAZymA3qIK4QQQoiFRj1Ns3E3kuZcmUuz7yB1CN2iboa1BXvd/VLgCuBZQMvdL+121M1PCCGEEGIB+QPwWjMb6wSY2Sjw2uw7gH2Ba+pm2NNEcHefNrNXA5/uJZ0QQgghFgD1NM3Gi4FTgMvNrDPf+m6kaUSPzT7fFvhg3Qz7WT13OvAQ4JI+0gohhBBiQGhOUzXu/lMzOwA4HPibLPjLwOfdfXMW5zO95NmP0/Qd4O1mdjeSjMrWkpGn9JEnAGZmpBntzwN2A34CvDATB65KcxTwROCOJEmXnwKvcfc/hjhnkBy9yEfc/QX92iqEEEKIpU3mHH14UPn14zR1urG6CfPOd/Xcq4GXkuZNXQy8BTjVzO48yx4KDwE+APyCdD9vA76XpYkO3ceAN4XP2/oxsDmeSSdVyBnZaH7eWpWfN4JuUUEfLOhQ+Uh3fTmA5lieQTN81wzaa0Eqi3bQYWoFjarWVP54WvEmpuO/GjV0rMrac5Pd41XqWMXzqF3VXcoM2vFDiBTLvlB+RUGtkVh+UReswsB2LLOg/TUd7jNqXdUqv6hdFfKBao0r655tsc6F+JXlF1t6QYOtu95cc1We6chosSyr6lys17HOTcc6F7aR82Yop0LlDaZW1Lmq+gYl7bmK8ihop4U2WyibCg07onZcqHNRO62qvgE0Gt0zjpqKxTqXG9uOhpfuO48UyrVCLzKWn5XLryLbWH7tCo3IQvlV/bo0Ypnl582g3dcMda7ZKJdfeGdW1LlWM5zH8qtos41wc40KHchmqLuF9lp+nCtQe24pdXiY2aHAd9x9KjuvpJ9Onp6dJnevPXm8F7JCPxJ4q7t/PQt7JmmC1hOAkyrseVQpnyOAa4GDgR+Gr7a5+9WDtlsIIYRYLJbI8NxS6vA4GdiH5AecPEu8hRXs7YaZra67i2YNDiDdaEeVGHffaGZnAw+gwmnqwq7Z3xtL4Yeb2TOAq4FvkPZoqCx8M1sFhL4iNtS8vhBCCLEiWGodHrFjZyE6eXrO0MyaZvZGM7sC2GJmt83C32Jm/zoPW/bJ/paX/l0TvpvLtgbwHuAn7n5B+OrzwDNIisfHAf8CfHaO7I4CNobj8jo2CCGEEEPDB3QkNpjZLuGIHQdVdO3wADodHnWZrcPjejO7wMyOM7O1PeQ5cPrxwl4PHEHqjoszMy4Anls3EzM73My2dA5gdM5Ec/MB4K7A02Ogu3/U3U9199+4++eAZwL/ZGYHzpLXcaSH2Dn2G4B9QgghxOAYrNN0OcXOgqNqWLDUOjwwsweY2WNLYc80s4vN7Foz+2hNh3AH+hmeeybwb+5+upnFGennkSZ01eUUkifaoXMDewNXhfC9STt2zoqZvZ+078KD3X2uXqHOdW8H/LlbhEz5eGYqX2GiqhBCCLHzsR+wOXzeYTq7mR0OfCQEPWYA1+10eDwwBrr7R8PH35jZVcDpZnagu3f97c54E3AGmdRbttr/E8AJwO+BVwFXAsf0amg/TtO+wIVdwhv00FuULQOceTjZuOjVwMPInCQz2wW4H/ChqnyydP9NEuY7xN0vrnH5g7K/V80WSQghhFjKGNUrHnvJI2Ozu2+aI/qS7vDIOAh4Y/j8dOBsd39eds3LSKv9jpnLvjL9OE2/Ax7EjnouTwZ+3Ud+ALi7m9l7gDeY2Z/IZ+BfSZgBb2anA19z9/dnQR8ADgMeD2w2s0534EZ3354NwR0GfBu4Abg78G7gh+7e2SFUCCGEWH4MecuBZdLhcTOKw4UPIe0x2eEXwK1qXG8H+nGa3gycaGb7knqXnmhmdyAN2z121pRz8w5gHfBR0l4PPwYeVVqhdyCwZ/j8wuzvGaW8nk3qipsEHk6a3b8OuAz4H+Ct87RVCCGEWFQWe8uBJdrhcQ1pgvplme7cvYCjw/cbgKluCeein32avm5mjyONGW4lOVHnAI9z9+/3Y0TI27N83zRLnP1Ln2ftmXT3y9hxcywhhBBCDIal1uHxbZJyyWtI2x5sA34Uvr87sw/vVdLXPk3u/iPgEf2kFUIIIcSAWAI7gi/BDo83Al8FzgS2AM9y97ja/znA9/rJuGenycwuAu7j7jeUwncDznH32/ZjiBBCCCH6YCcV3O0Xd78eeLCZ7QpscfdWKcpTSM5Uz/TT07Q/3bceX0VaWbdTMzKRtOfq6DDFvUijZFSVVpMFHbDGaFHQaDRoMa0ay8WiRoNQUtwVoRUMnJrOLz4RBq/brTxOO+qAxQtX6ViVtNOaUQssalyVq2pGLJt2hcZXIU7VusyoYxU0vqL2FxTLbGw0P29WDOZPBx2rianuzWQqlB+N+LDz04KOXND4as6iPVfQ7gtlU6WdFrXaqKiX8Ta9Rp0r1rfi0P9Ys3udizpgk61Q50LaqNfXDvpqBZti+UXtvgrttGZpZkKVdl+hPlWVTShXq9JXi7vbVdS5sVDfVo0Wxd1GKrTnYpudrKpzofw81rk6epGxzCraazl9pN2cO06xXnbXi4x6h41C+XUvs9GSjmRss7HOTbXje24kxAllFuoc3c2rpddX1V4hr09WauNi+GSbbHYLL2+gWZvaTlNJ+O6RZhaNaZJmzl/SryFCCCGE6I3Fngi+0uilp+nk7K8DJ5a+myI5TK+Yv0lCCCGEqMUSmNO0kqjtNHWE78zsYtKcpusXzCohhBBCiCVGP1sOHNA5N7PVpSWFQgghhBgSGp4bLj0L9ppZw8zeaGZXAFvM7LZZ+FvM7F8HbqEQQgghujNYwV4xBz07TcAbgCOAV5M2n+pwAfDcAdgkhBBCCLHk6Mdpeibwb+7+OSCuBT0PuONArBJCCCHEnHSG5+Z7iHr0s0/TvsCFXcIbQNVuOkIIIYQYNFo9N1T66Wn6HfCgLuFPBn49P3OEEEIIURvNaRoq/fQ0vRk40cz2JTldTzSzO5CG7R47SOOEEEIIIZYK/Ww58HUzexxJmG8ryYk6B3icu39/wPYtOUa2O82WlyQZ8v344476UVKgPRa/COdxK/8gCTIyWpQOWLMq37d/7Vg+/35VM79iIwxMTwUZi/FG91HT1nSQsZjspoxTkrSokBcAaAatjOZkkDapIaNiURqiSgakUmolv1ZzJD8fLZdfkAJZO5qXX7NC0iJKMjTDxdvB1ulmHscrJgVUyoDMUn6NqSAzEW6jWDZRvyRkFMu1UOeiTkkwqtm9zkXplPWrinoQY6HORUmQKD0z2er+aonlNzkVdTm6651U1bkoAxLLDqAxHepfyLYgAzLaXSu0EcwutNlIyDTK0IwEuY/YRteUZGhGK7SFWqH8tkW5o/DsWkESaboxd52L0j2F8ov1bbKYT1Vba4Tya1W12VBmVfNkLNTRZqxzQTplbSiz1SOl8gsyPrFsJkKda1SVX3zPVcmo1GizI2GjnVjfYnqbHE73jbYcGC799DTh7j8CHjFgW4QQQgjRC5rTNFT6cpo6mNl6SvOi3H3TvCwSQgghhFiC9Ow0mdkBwPuBQ4DV8SuSv9p9nEcIIYQQA8XcMZ9fV9F8068k+ulp+izJQXoOcA3q2BNCCCEWBw3PDZV+nKZ7AAe7+x8HbYwQQgghxFKln32afgHcatCGCCGEEKI3tCP4cOmnp+m5wIezfZouAArrQd39/EEYJoQQQog50PDcUOnHadoLOBD4VAhzNBFcCCGEEDsx/ThNnyTJpfwzmgguhBBCLBra3HK49OM03QY41N27ifYKIYQQYlhoeG6o9DMR/H9JK+iEEEIIsYhoIvhw6aen6RvAu83sbsBv2HEi+CmDMGyp0hx3Rlpe0JVrBWk3t6DJFLXTKjTYov5Ro5mLHo2NFBNELasNY7lw1Nqgy9QI/y5MB/2uLVMVWk1TuYHTze6tpqDDNN39HIp6cwVdpqnu+UZduVZBdiy3rx3KtUoPq6BjFcpsdUnva10os13C+ViFDth4hXbaZND0mxwJ5Vfx70dV+TWLcm6MjAcNvQrtvoLeYUFOsHudK9xapQ5YbmBROy1oz40Vxd1inRsJNxjr3Lbp3MBY56aCdtpUuLbHqZDB1ngPhfILJo1MFG8u1rlY/oU2G8vGeqtzXqhzoc0G7bSoN7frWGgQwOpmqfFkTAZxPAu/Yq1YfkGvr9XoXkfr1LlmKLNmufy6m0d7tLtYW9RBjGmryi/qHcbyWx3Kb8OqvMzWjxYbS6xz7VD3Y52LFOpceMe2u8sPFvUOK+pcofxK77iZ9BXvPrG86cdp+nD2901dvtNEcCGEEGJYaHhuqPTsNLl7P0N6QgghhFgANLw2POQACSGEEELUoJ/hOcxsHfAQ4NbAWPzO3d83ALuEEEIIMRfu6ZhvHqIWPTtNZnZP4NvAWmAdcCOwJ7ANuBaQ0ySEEEIMAe3TNFz6GZ57N2kF3c2A7cD9SXs3/Qp45eBME0IIIYRYOvTjNB0E/Je7t4EWsMrdLwNeDbxtgLYJIYQQYjZ8QIeoRT9zmqaAzmYX15LmNf0e2AjcakB2CSGEEGIOrD3Lnlg95CHq0U9P06+B+2TnZwJvNrPDgfcAFwzIrkos8WYzu8rMtpvZaWZ2+znSHGNmXjr+sNC2CiGEEGLnoR+n6XXAVdn564G/Ah8C9gL+bUB2zcargZcCLwDuB2wFTjWz1XOk+y1wi3A8cCGNFEIIIRYcDc8NlZ6G58zMSENyFwC4+7XAoxbArtmufyTwVnf/ehb2TOAa4AnASbMkn3b3q3u41ipgVQja0Ku9QgghxEKi1XPDpdc5TQZcCNwF+NPgzZmTA4B9gNM6Ae6+0czOBh7A7E7T7c3sSmAcOAs4yt3/Mkv8o4Cjy4Ej29uMTLcL+lM2ln+I4a1VubhRHDMuVNBG/qFRoWMFsC7oL+02tj0PH8nDR4Jo0kQQd2uEC04F7bTtI7lW00Q0KmoyRbtn0U4raIFtzxM1piu055rdhZ+ijlW8XuV/QqH8mkFXavVIsfyi3lwsv1UVQlvbW9210yan83LdHp7XdLCj8HyrtPsmizcUtayiDp0FYb6C9lwQuwvm0R7rXn6FOQshvgW7R6P2XKG+FbXTNozmn2Odmw7ibmONvON3uh006UKdGw/XjvdgFXWuEeQEC1qH28vac3kGRe25cJGQJEi+0VgVCzPYUdFmo3bamqidNtq9vgGsaRZ1ETvENhuZDDqI25qxQlU0itiUq8pvYpbya1W02emgcRhEHws6kvHfzIo6FwtzrKLOxfa6y2ix/GKbLda5fMvA2Ga3j+Z1Lr7z2hVttqr+VdW55mRxQtBM+qkhTRRaAvs0ZR0axwLPA3YDfgK80N0r/QQzO4Ydf2P/6O53nJcxC0xPw3PZirk/AXssjDlzsk/295pS+DXhu26cDRxB6hV7Icn5+pGZzdZ7dBywazj268NeIYQQYmdnxUyb6WdO02uBd5rZXQdtTBkzO9zMtnQOoLuM9Ry4+3fc/cvufr67nwo8muQNP3WWNBPuvqlzAJv7ubYQQgixUHSG5+Z7ZGwws13CsWqWS6frl6bNuPv5wDOBW5KmzczGtLtfHY7r+y6IIdGP0/Rp4L7AednqtRvjMWD7TiHtC9U5OgW6dyne3kDt+UrufhPwf8Dt5mmfEEIIsXgMdiL45aTtgzrHUTUs6DpthjTC84A50t7ezK40s4vM7HNmdusa11tU+tmn6chBG1GFu28m9PBkHu3VwMOAc7OwXUjdgR+qm6+ZrQcOBD4zQHOFEEKI5cx+FEdVJqoiBuY7beaPpKG5o0nTZu6a/fYvSXp2mtz9xIUwpOa13czeA7zBzP4EXAy8BbgSOLkTz8xOB77m7u/PPr+LJP1yKanL8FjSbuZfGKb9QgghxCAZ8Oq5zdl0lOq4aV/Gj4Sgx/RzTXf/Tvh4frag61LStJlP9JPnMOinp2mGbJLXWAybq8AHwDtIQsEfJc1L+jHwKHePS3wOJIkId9iP5CDtAVyXpbm/u1+3wLYKIYQQC8fwV8+dQuol6tCZ97Q3+R6Onc/n1jfBbzKzJT9tpmenyczWAf9J8ga7raJrdgkbGO7uwJuyoyrO/qXPT19Im4QQQoiVwEqfNtPPRPB3AH9PWro/ATyXNBZ5JWnGvBBCCCGGwIBXz/VM1pHxHtK0mUPN7G6kBWM7TJsxs38Pn99lZg8xs/3N7G+Br7EMps30Mzz3OOCZ7n6GmX0K+JG7X2hmlwKHA58bqIVCCCGE6M4gZFDmvyP4ipk204/TtDtwUXa+KfsM6YZrd8UJIYQQYvmzkqbN9DM8dxFpXwaAP5BvEPk44KYB2CSEEEKIGiz28NxKo5+epk8B9wDOBN4OfCMbpxwFXj5A25YkI+MtRqZbeCNofEUdq9HcD21O5XGmc4mlgtBW1NxqNPOMdtBOC1pWNxvbloeP5L2fzSD2NOHdN08fD9ppm0byHe4bQdMqtp+CJlO4h8ZUsZVFvbTmeLtrPAsrNNojUbwv6FiN5nEare7afQWCgVXaaQC7BL203ce25vEaebxW+B9i63S+Ee50EH3bOpUvFm02gsZZdyk9GqHMZtPuK5Tf9jxR1AHzcJF22KfXG7l9Bb3DeO3CQw2noc6tCuW3PpTfriXtr91G8/o3Gi4yFXTAGqEWjQfttM2hzm1pxsrV3dZincvPY3mNjBcrR2MiPJdY5wp6h7mtUe9wOmq1xTYbiM861oHVI7mBuwS9vt1K5bduJG/Lsc1ua3fXTts2nbflzSP5g99e8UsX20q8h4J2Wiy/7aXymw7vgnCzNhreW+H91wrrp63V/b1YyD+8a2KbjfqaUW9uj/C+A1hleTnHNlvUO8yf75ZQZpubsT2FTL17u2lW6R2GOtYcL2vPZfGmKyrQoGl7Ouabh6hFP/s0vTucn2ZmdwQOBi7Mtk8XQgghxDBYGnOaVgy1nSYzawCvAg4l7c10OnCsu19K2pBKCCGEEGKnpZc5Ta8H3gZsAa4AXgZ8YCGMEkIIIcTcGAOY07TYN7GM6MVpeibwInd/pLs/gTTx+/CsB0oIIYQQw6azI/h8D1GLXhyeWwPf7nxw99NII6G3HLRRQgghhBBLjV4mgo8A46WwKdKqOSGEEEIMmQEL9oo56MVpMuAEM5sIYauBD5vZzBpud3/ioIwTQgghxCxo9dxQ6cVpOrFL2GcHZYgQQgghxFKmttPk7s9eSEOEEEII0RvmXtjEtd88RD362RFcCCGEEEuBdnbMNw9RC20XIIQQQghRA/U09Uhz6zTNkWk86FXheTGORB2rNUF3rRXjhwzDsoUqHSuA9UE7bY/RXDtt15HuOmBRxyqyLWiqjTXz+HG3rXZBkyk/LepYFfNtBi2mkaidNtFdf8mCRp838vJrBu20xvTc2nPW6K49t76kPRf1v/Yc3TJzHrXnIhsba2bOp4L23KbRXN8qXm97sKPwfKMOWNSemyh2h0e9uVh+NhUzCHpfre7aaQWtv8o6F64bdMBWjwbttAqtPoDdR/LPq4Ig3EQ7X0jbCPV6eysP/+toXq7x2q2KOleldxh1wJrbinWsGetc0NRqjHb/H7E52r3OFf77juVXUefWVej17TGW1zeAXZtFLboOsc0WtNNCm71xJLbZGtpzBb3D7vqQze1FncvGVPfG1l6V2+RBx685GTQHCxqb4TRqbIbHEN9Bsc1Gvbk9RjcX7IhtNuodxvdfrHOrR0KdC+/YwpKxGnWuqA8ZteeK5WfTKZ5PF8MXCg3PDRc5TUIIIcRyRavnhoqcJiGEEGK5MogdvdXTVBvNaRJCCCGEqIF6moQQQohlinYEHy5ymoQQQojliobnhoqG54QQQgghaqCeJiGEEGKZYu3qLVl6yUPUQ06TEEIIsVzR8NxQ0fCcEEIIIUQN1NMkhBBCLFe0ueVQkdMkhBBCLFMkozJc5DT1SHP7FM1mo6C9FGmvykc8gyxXQc+osCdGyGYkaHGtLWnPRe20qP2158im3LaQcdSxagfttJuC9lfUt2tEHbBoXg0dK6jWsrKgyxQbpo2Fqhc11Vbntlq4Xh3tuYKO1chEIV7U/9pzJNey2tDMNdZaQSBrNFx8PGiq3TCyPo8zUvVQQ3CldlrxhprjecTmtvy52FQe7ha15HKb2mN5mTWnQv2r0k4LtjZC+a0J9WFD1J4bKWrP7T26ceY86n1FHbBI1OuL14jXrtIBi/fQDE2iUN9K2l+NWH6hzvlo0E6L+nurY5sNeoet7m082hrrQGyzBa3DkaJ22q7NXFctttnNrbycYlneNJW32aJe5Nzac1ahdxj1DZvbSuU3mX+Odc6Cjl97JNS5NaH8auhFxnfN6oo6d7NQ5/Yaqdaei222GSrOltFcr+/60GbjOza+e2P1K7bZ/Lyo3ZeXUXNrUb/SWpn2XKv4Dhc7B3KahBBCiOWKJoIPFTlNQgghxHLFgfluGSCfqTZymoQQQohliuY0DRdtOSCEEEIIUYMl5TRZ4s1mdpWZbTez08zs9nOkucTMvMvxgRDnjC7ff3jh70gIIYRYQJx8XlPfx2LfxPJhSTlNwKuBlwIvAO4HbAVONbPVs6S5D3CLcDwiC/9yKd7HSvFePTizhRBCiEVg3g7TACaSryCWzJwmMzPgSOCt7v71LOyZwDXAE4CTuqVz9+tK+bwW+DNwZinqNne/erBWCyGEEGKlsJR6mg4A9gFO6wS4+0bgbOABdTIwszHgGcAn3XdwnQ83s+vN7AIzO87M1s6R1yoz26VzABt6uRkhhBBiwWkP6BC1WDI9TSSHCVLPUuSa8N1cPAHYDTihFP554FLgSuDuwH8CdwCeOEteRwFH17yuEEIIMXS0em64LFpPk5kdbmZbOgcwOmeiuflX4DvufmUMdPePuvup7v4bd/8c8Ezgn8zswFnyOg7YNRz7DcA+IYQQYqdiJS3iWsyeplNIQ28dOvve7w1cFcL3Bs6dKzMzuw3wcGbvPerQue7tSPOfdsDdJ4AZLQ6zCkkFIYQQYrFYGjuCdxZxPQu4GHgLaRHXnd19vCLNfYCovXRX4Pt0X8T1pvB5G4vIojlN7r4ZmBEVyiaCXw08jMxJyuYS3Q/4UI0snw1cC3yrRtyDsr9XzRapG7ZtHGs4NhKetUXttLxIG9NBR60ddcNC0qAfVaVjBXCzkbyeRL25m4fzqAO2uZ3rVU16blPUYVo1EnThauiAVemoQVGLqbEt12Ky7UVdppk4raCpNhK1v2L5hWu0uzutFvpKVzVzG9aVtOeKWlZ5mW1odG/PY+Fmt7VzHaurRnadOR9tdNexKpRZlXbfRHX5WSy/yaCj1ujeMdwcy+tiYzI/t6gDVqF32Iw6YKH8dhnJy6WsnRbLb7Xl9o0HPbxW0Du8cWRd12s06+iAhTJrFLS/8ucTtebS5/Ds2+EaY7l9zaAd2ZyIdS5cu1K7Lz+NdWDtSP7cdp9FO2335ha6sdry9LEs143sMnMe63is+4XaVKhzQWcwtNlGLL/txbZiE+EaIdyDnmVzNLbZUOeicGWF3mF818R30IaRetpzGxq5rl+V3mHU8Yvv0viOLbzzKttsKLOJoHcY6lx83wEw3cryKZbrgrHITtNKW8S1ZCaCZxO33wO8wcwONbO7AZ8mzUM6uRPPzE43s3+Pac2sQXKaTnT36dJ3B5rZG83sYDPb38wOzfL9obufv6A3JYQQQiwfNsQFUGa2au4kS2sR10KzlCaCA7wDWAd8lDSh+8fAo0rdewcCe5bSPRy4NfDJLnlOZt8fmeV9GfA/wFsHaLcQQggxfAbb03R56ZtjgWPmSL3UFnEtKEvKaco8zDdRHL8sx9m/S9j3KPYkx+8uAx4yIBOFEEKIpUObil+/HvNI7EeYNkOY19vBzA4HPhKCHjPPq8Msi7jCx9+Y2VXA6WZ2oLt3nY+80Cwpp0kIIYQQ9RnwlgOb3X3TbHFZ4ou4Fho5TUIIIYSoxXJdxDUo5DQJIYQQy5VFXj3n7m5m7yEt4voT+ZYDOyziAr7m7u8PYbMu4gIOA74N3ECa0/RuFnkRl5wmIYQQYrnS9tKeIn3mMT9WzCIuOU1CCCGE6JuVtIhLTpMQQgixXFkaO4KvGOQ0CSGEEMuWAThNyGmqy5LZEVwIIYQQYimjnqZe2TYOjTY0g95S0ARrjgd9q8m8eAuaTJEwmjsSdKw2jBY10XYN2nNRb26voGM1GkST1gUdq8mgz3Rt0LGKmkzNqKMWzavQYWpOFOM3t0fttLAf2vZwH+G/IZvOd+dvjOTl1JzIy68xHcq4u3lYsDvqWEXtNCjqfe3VzPdu262Zx2t70CMLF9zcznWsYr5jVdp90b7w3JtTsfyKFaKg17c16FFORfG1oPcV066JdS63u9GqEifLGWlGvcPu2ml7jBS10mKdWx3E4caDxuFUOI95xWvEaxcItjZi+cV7m4jac6X997bl2mRRe86mgl5Y1J5bG8qvoKNWpXeYGzhWUed2D2UWtfoA9mjkz7cRJvCubuX2bQ16hzHfol5kfm8FmbdKvcNQftuDpuHWUvlNhM8W9QtD/R2rarMVepuBZkGvL7dj15H8ucUy26e5sZB+bSNPM+Xd/++/sZVrbMZ36UiVXmSg0GaDrFxBHzKUH1tDfQPo6Gq2u+tuDhwNzw0VOU1CCCHEcqXtzHt4bf6r51YMGp4TQgghhKiBepqEEEKI5Yq30zHfPEQt5DQJIYQQyxXNaRoqcpqEEEKI5YrmNA0VzWkSQgghhKiBepqEEEKI5YqG54aKnCYhhBBiueIMwGkaiCUrAg3PCSGEEELUQD1NQgghxHJFw3NDRU6TEEIIsVxpt4F57rPU1j5NdZHT1CO+ZQtuYzCW6y1ZM2iCrQuaalPddcCsIBSVn44GLa51zaIeVNRO272Za1ft08z1kEaDTtRmy/WWtnqedtdmrpO0uhm0uKq00yp0rBpTxfg2EbSYgvaXb9lKN6wVtMNWBe2qiVB+01G7r7tQVKMZtLtCWUQdKyjqp908lN+uFQPUDcvtviHEXzeSP5dVzRrac1FHLRRRo6Q9Z9uDTlXQsvKoAxb1DsOzbmwPZTY5lscJl4h2eNQ7bAa9wqALt2u4572aRe20vRq5TeuCHt7Wdh4+FdJc3dy16zXitaNN0dZ4D43J/IuonVbQN6RU50I9s1V5OdlorHO5tmB8Rlbxz3d81rEOxLpRLL9iG9irQudxjDzN5thmR2Kbza8X637MsVBmQS+yoNc3HurbtqB1CHipPGfyjdqRa/J61pgK5RfeEVV6kfFdE99B8d20R0ErsmjPhlDnpjy/YCuUX3xfxndpfMdSUeei3mHhHT4e6lJ8x5XKj8l0T+5D0p4TQ0VOkxBCCLFc0fDcUJHTJIQQQixX5DQNFa2eE0IIIYSogXqahBBCiOWKZFSGipwmIYQQYpni3sZ9fqvf5pt+JSGnSQghhFiuuM+/p0hzmmqjOU1CCCGEEDVQT5MQQgixXPEBzGlST1Nt5DQJIYQQy5V2u3on0bpoTlNtNDwnhBBCCFED9TQJIYQQyxUNzw0VOU090tqyFbNJbCTXrmqO5MXYCBpsjclckynqQRXrd/5hNIgerS9pz+0WtayC9tcejTV5esvtWEWu17S5EbTWQj5R92mkQpOJCh2w5izaaVH7qxV1wDxq8QUdrNVRO21dfh51wKp0rCzqWOU6VOtLelV7NHI79gxagTdrrJ05bxcUvPJyuq4ZdcDy8LHwvKyOdlpBByyIdEFBP60dyqw9kYdb0J5rRL3D9fk9NINWlrUqBOcs1rmgPRfqXKxvezSKZbl3M6/XqyxvB+stf2ATnqeJeRV0wKIGW0EcLwSHe4j3FttZWfurvSV/Xh7r2VTQbVsVtNMm8vKLz6hKuy+2j1gHYt0oaKeVtOb2bIbrhc7+UcvT39TO60CsywXtuQpxvIJeZNQ7nAxfVNQ3gHYsT8vta4Y4tjZ/78R3gbXy+kBFmcV3TVF7Lta5/HzPRsgTWN/I61/Unpv0XA/u6pDX+kKdq3gR19E7nOiud9jelD9rAJ9O8Vo+xTDwdhuf5/Ccthyoj4bnhBBCCCFqsCKcJjN7opl9z8xuMDM3s4MW2yYhhBBi3nS05+Z7iFqsCKcJWAf8GHjNYhsihBBCDIy2D+YQtVgRc5rc/TMAZrb/IpsihBBCiGXKinCa+sHMVgGrQtCGxbJFCCGE6Io7MN99mtTTVBc5TdUcBRy92EYIIYQQVXjb8YqVlLXzkNNUm51uTpOZHW5mW8LxoD6zOg7YNRz7DcxIIYQQYhB4ezCHqMXO2NN0CnB2+HxFP5m4+wQws8GHxY14hBBCCAGkFerAC4CDgd2Be7r7uYtq1AKx0zlN7r4Z2LzYdgghhBALzRIZnuusUP8S8LH5ZraU2emcpm6Y2e7ArYFbZkF3yHqOrnb3qxfNMCGEEGI+eJv5TwSf747iK2eF+opwmoBDgU+Fzydlf48Fjuklo2mmwEuqD+0gIdLKt+yfnsq3/29N5nvzt4IqRXt7iL81P59YU9yCf5vn6TePRemL/Hw07P+/pZ2HbwnSENuDfMfkltzu1rb82u0gEdCayMUTWkFSYHq6KK1h7Ty9e8g3SglEGZUQpxHSxnynp/Ih0dZEPv2uPZ7b0dqWx5/amuc5PlqUKdk6nV9782h+3gyyCu2gpbC5lcfZOpXHGd+e30+8XjvYYaFoWpP5PUyHfKZbRZmcRqhDbY/n+fUsll+Ib63u5dcKshmtidyOdriHQp3bkodvI9SlyeILddNI/nlVqHMTHutcfr4tyGzEa8RrF+tcaCuFOpffczPcc2x/UCwzD+2m4UF6JpZ3oc3mr8TWZF73Y53zqjq3Or/u1iDfEusbwFhos41Y59qxzuXn4+N5XY7Xi3W/PR7aaWgr0yGfQpsNbS7Wt/Q5vnvyvGK7too22wpZFetceKbhXRPfQduDRMyWYPemkeLUiHZos1OhzsU2uy28bye21qhz8Z0S7mF6KqQN9cTaFe84wLPP0wxHRqXzmzTvPBIbSlNRJrKpKiLDNGu+Hma2L3D5YtshhBBiWbGfu/c1t3Y2zGw1cDGwz4Cy3AKsL4Ud6+7H9GDT/plNmtMkuBK4I/AH0ko6zZvqjQ0kp1Nl1zsqu/5R2fWHyq1/YtlB+u0YOO4+bmYHAGNzRu6fHXqZzOxw4CMh6B/d/UcLaMOSQk5TTdzdzeyq7ONmd9+0qAYtM0KXr8quR1R2/aOy6w+VW/8Ms+zcfRwYnzPiYBnICvXlipwmIYQQQtRipa9Ql9MkhBBCiL5ZSSvUd7odwReYCdKKO60m6B2VXf+o7PpHZdcfKrf+WYlldyjwa+Bb2eeTss8vWDSLFgitnhNCCCGEqIF6moQQQgghaiCnSQghhBCiBnKahBBCCCFqIKdJCCGEEKIGcpp6wMxebGaXmNm4mZ1tZvddbJuWOmb2YDP7hpldaWZuZk9YbJuWA2Z2lJn9wsw2m9m1Znaymd1hse1aDpjZC83sfDPblB1nmdk/LrZdyxEze23Wbt+z2LYsdczsmKys4vGHxbZLDBY5TTUxs6cBx5OWkt4LOA841cxuvqiGLX3WkcrqxYttyDLjIcAHgPsDjwBGge+Z2bpFtWp5cDnwWuBg4N7A/wJfN7O7LKpVywwzuw/wfOD8xbZlGfFb4BbheODimiMGjbYcqImZnQ38wt3/PfvcAC4D/tvd376oxi0TzMyBf3L3kxfbluWGme0FXAs8xN1/uNj2LDfM7EbgVe7+icW2ZTlgZuuBc4AXAW8AznX3IxfVqCWOmR0DPMHdD1pkU8QCop6mGpjZGOm/1tM6Ye7ezj4/YLHsEiuKXbO/Ny6qFcsMM2ua2dNJPZ5nLbY9y4gPAN9y99PmjCkit8+mIlxkZp8zs1svtkFisEhGpR57Ak3gmlL4NcAdh2+OWElkvZrvAX7i7hcssjnLAjO7G8lJWg1sIfVw/m5xrVoeZE7mvYD7LLYty4yzgSOAP5KG5o4GfmRmd8302sROgJwmIZY+HwDuiuZH9MIfgYNIPXRPBk40s4fIcZodM7sV8F7gEe4+vtj2LCfc/Tvh4/nZlI5LgacCGhbeSZDTVI/rgRawdyl8b2CnEiMUSwszez/wWODB7n75YtuzXHD3SeDC7OOvsknNLyNNbBbVHAzcHDgnE1yF1Mv+YDP7d2CVu7cWy7jlhLvfZGb/B9xusW0Rg0NzmmqQvYB/BTysE5YNmTwMzZMQC4Al3g/8E/D37n7xYtu0zGkAqxbbiGXA6cDdSL10neOXwOeAg+Qw1SebTH8gcNVi2yIGh3qa6nM8qYv/l8DPgSNJk0s/tZhGLXWyF0f8T+sAMzsIuNHd/7I4Vi0LPgAcBjwe2Gxm+2ThG919++KZtfQxs+OA7wB/ATaQyvEQ4JGLaNayIJt7U5g3Z2ZbgRs0n252zOxdwDdIQ3K3JG1P0wK+sJh2icEip6km7v7FbNn3m4F9gHOBR7l7eXK4KHJv4Afh8/HZ3xNJkyZFd16Y/T2jFP5s4IShWrL8uDnwadJk3I2kfYYe6e7fX1SrxM7OfiQHaQ/gOuDHwP3d/bpFtUoMFO3TJIQQQghRA81pEkIIIYSogZwmIYQQQogayGkSQgghhKiBnCYhhBBCiBrIaRJCCCGEqIGcJiGEEEKIGshpEkIIIYSogZwmIYQQQogayGkSQgwMMzvCzG6aI84xZnbucCza4dqXmNmRi3DdE8zMs+MJNdNcEtLstrAWCiHqIKdJ7PSUfrAmzexCM3uTmS1bGaFefnxr5LV/lt9BXb47w8zeM4jrLCRmdkh4xlXHIcB9gI8ukpnfJUm7fKdm/PsAT1o4c4QQvbJsfzSE6JHvknTbVgGPJgniTgHH9ZqRmTUBd/f2QC1cBMxsdLFt6AczG3X3qRD0U5JD0uG9wC6kZ97hRnefHIZ9FUy4+9V1I7v7dWZ240IaJIToDfU0iZXChLtf7e6XuvuHgNOAQwHM7OVm9hsz22pml5nZB81sfSdhZ8jJzA41s98BE8Ctzew+ZvZ9M7vezDaa2Zlmdq940ayH4/lm9k0z22ZmvzezB5jZ7bJenK1m9lMzO7CU7vFmdo6ZjZvZRWZ2dKdnzMwuyaJ9Lcv/kjrpgj0vNLNTMvX61/dSiGZ2MzP7tJn9Nbuf75jZ7edI81ozu8bMNpvZJ4DVXeI8NyubcTP7g5m9KHzX6Ql7WlbG48DhMb27T2bP9+rMMdlO/sw7x2R5eG4hnk8PZTlmZu83s6uyfC41s6N6yUMIMVzkNImVynZgLDtvAy8F7gI8C/h74B2l+GuB1wDPzeJdC2wATgQeCNwf+BPwbTPbUEr7RuDTwEHAH4DPAx8h9XLdGzDg/Z3IZvagLP57gTsDzweOIHdw7pP9fTapd+U+NdN1OAb4GnA34JPdi6eSEzKbDwUekNn+7aoeKzN7ana912XprgJeVIpzOPDmzM47ZXHfYmbPKmX39uze7gSc2qPdszHo51OXl5LK8anAHUiO4CX93oQQYgi4uw4dO/VB+qE/OTs34OHAOPDOivhPBq4Pn48AHLjHHNdpAJuAx4YwB94SPt8/C3tOCHs6sD18Pg04qpT3M4ArS/k+oRSnbrp3l+Lsn4VvA7aUjhbwnize7bN4fxvS7pGle0ooq5vC9z8FPlC63s+Ac8PnC4F/LsV5A/DTkn0v6+eZl8IvAY5c6OdTxx7gfcDpgM2S7pDMnt0Wsw3p0KEjHZrTJFYKjzWzLcAoybn5PKkHBDN7OHAUcEfSPJgRYLWZrXX3bVn6SeD8mKGZ7Q28lfTDdnOgSeqRunXp2jHdNdnf35TCVpvZLu6+CbgH8HdmFnsuml1sKlM33S8r0j8N+H0p7HPh/E7ANHB2J8DdbzCzP2bfdeNOwIdLYWcBDwUws3XAgcAnzOxjIc4IsLGUrsru+TKs51PmBOD7wB/N7LvAN939e33dgRBiKMhpEiuFHwAvJDk/V7r7NKT5MsA3gQ+RhlduJA23fYI0fNf5Adzu7l7K80RST8vLgEtJc53OIh/26xAnLPssYZ3h8vXA0cBXu9zH+Cz3WDfd1or0l7n7hTHAzLbPcr1B0Jk79jyCM5bRKn2usnu+DOv5FHD3c8zsAOAfSb2fXzKz09z9yXXzEEIMFzlNYqWwtewQZBxM+jF8hWer4bJ5OHX4O+BF7v7tLN2tgD0HYOs5wB0q7O0wRerd6DXdfPg96Z1xP9KwG2a2B2k+zu9mSXM/0hygDvfvnLj7NWZ2JXBbd/9cOfESZWDlnPVcfRH4opl9Bfiume3u7lo1J8QSRE6TWOlcSBqye4mZfYPkCL2gZto/Af9iZr8kDeu9kzTBfL68Gfimmf0F+Appovo9gLu6+xuyOJcADzOzn5BWif21Zrq+cfc/mdnXgY+Z2fOBzaTJ2VcAX69I9l7ghKyMfkKa7HwX4KIQ52jgfWa2kbQ1xCrSBOybufvx87V7ARhIOZvZy0kT43+d5fEU4GrgpkEbLIQYDFo9J1Y07n4e8HLSyrgLSD/qdZd9/ytwM1LPw2dIE3uvHYBNpwKPBf4B+AVp4vT/Iw0BdngF8AjgMtKPbt108+XZwK9IQ5pnkSbWP9qLeybFe/ki8BbSasRfAbchDYXGOB8nrUp8Nmku0ZmkCeUXD9DugTHAct4MvJo0V+sXpAnvj/adYP8vIXZWbMdpGkIIIQaJmZ1AWgH3hB7THUKaj3czd79p0HYJIXpDPU1CCDEcHmtmW8zssXUim9lvqS+5IoQYAuppEkKIBcbMbk6a9wZwlbvPuRLQzG5Dmm8HcJGG7YRYfOQ0CSGEEELUQMNzQgghhBA1kNMkhBBCCFEDOU1CCCGEEDWQ0ySEEEIIUQM5TUIIIYQQNZDTJIQQQghRAzlNQgghhBA1kNMkhBBCCFGD/w/4TH466/bkmgAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "a_obj = ba.Basic2DAnalysis(label=\"2D Cosine test\").run()\n", "a_obj.display_figs_mpl()\n" ] }, { "cell_type": "markdown", "id": "77380e4f", "metadata": {}, "source": [ "### Method 2 - custom tuples in 2D\n", "\n", "N.B. it is also possible to do this for higher dimensional loops" ] }, { "cell_type": "code", "execution_count": 20, "id": "11247427", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 0.00000000e+00, -0.00000000e+00],\n", " [ 6.03000109e-03, -4.24843885e-05],\n", " [ 1.20555181e-02, -3.39642455e-04],\n", " [ 1.80542054e-02, -1.14460856e-03],\n", " [ 2.39683681e-02, -2.70570137e-03]])" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "r = np.linspace(0, 1.2, 200)\n", "dt = np.linspace(0, 0.5, 200)\n", "f = 3\n", "theta = np.cos(2 * np.pi * f * dt)\n", "\n", "\n", "def polar_coords(r_, theta_):\n", " x_ = r_ * np.cos(2 * np.pi * theta_)\n", " y_ = r_ * np.sin(2 * np.pi * theta_)\n", " return x_, y_\n", "\n", "\n", "x, y = polar_coords(r, theta)\n", "setpoints = np.column_stack([x, y])\n", "setpoints[:5] # show a few points\n" ] }, { "cell_type": "code", "execution_count": 21, "id": "50cb828c", "metadata": { "mystnb": { "remove-output": true } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Starting iterative measurement...\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "43865e56291449ffa5fd9e4e9519598c", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Completed: 0%| [ elapsed time: 00:00 | time left: ? ] it" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pars.acq_delay(0.0001)\n", "meas_ctrl.update_interval(2.0)\n", "\n", "meas_ctrl.settables([pars.t, pars.amp])\n", "meas_ctrl.setpoints(setpoints)\n", "meas_ctrl.gettables(pars.sig)\n", "dataset = meas_ctrl.run(\"2D radial setpoints\")" ] }, { "cell_type": "code", "execution_count": 22, "id": "b05f65d2", "metadata": {}, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnEAAAGhCAIAAACBOXXdAAAACXBIWXMAAA7EAAAOxAGVKw4bAAAgAElEQVR4nOy9eZgcxX03/v3W7OzOzmql1S1ACAkkC2FxgxACYU4bC2EI4AMMdnCCje3ER5y8eV/bvyd5Ej85bGwn4bX9xsaBxAZhLptDQkiADjCSQICQEEjoAIHQrb2P2Z3t+v7+qK7qquqamZ7ZWWkl1efZR+qpru6u7p7pT38/36OQiMDDw8PDw8NjwGCHewAeHh4eHh5HCTynenh4eHh4VAeeUz08PDw8PKoDz6keHh4eHh7VgedUDw8PDw+P6sBzqoeHh4eHR3XgOdXDw8PDw6M68Jzq4eHh4eFRHRxtnDp37tzDPQQPDw+Poxn+MVsERxunenh4eHh4HC54TvXw8PDw8EgA6gbqLN7Fc6qHh4eHh0dRUB4goI4fAtQU7+g51cPDw8PDozCom3KP8T0zqPuBkn1LUK6Hh4eHh8cxCuqk/DvU9h0IPky4hedUDw8PD4/ycO+99zrbb7/99kM8ksEC9QB1U9v/ot4XytrOc6qHh4eHR3k4ergzDuoHTFHn3dR1TwVbe0718PDw8Dga0N/fv2PHjvb29lQqNX78+OQbNjY2ZrNZAADqotzz1PY3ALyyMRyFnLps2TK1fNlllx3GkXh4eHh4DB46OztbWlpaW1tbWlpaWlo+/HDne++9MmEC9vQ0TpkyJeFO8vnMOedcfPrMKdD/Pm/7a+jfOpAhHYWc6nnUw8PD4+hDV1dXi0Rra2tLS3Mq1Z7J5OrquurqekaO7Jkwoffkk2vy+e49ew52db2XZJ+IOGLEBUBd1PZ/KPfMwAd5FHKqh4eHh8eRjq6uLmWAtrS0tLa2MNaeyfQIBm1qyo0fn8vl6nO5TG9vQ1vb2L1769va4N133/3JT379L98fc+q02iRH+dNvdv/Pf3+hvv8/KLe2KsNGIqrKjoYI5s6d+8IL5YVpeXh4eHgkx2A8Zru7uzUDtKW1tQWxTTBoJpOrq+upq8vlcplcrr63t6G3V1BpfV1d3UiJpqamkSNH1tfXI2J+99SEx00ft5WIgDqofzu1/jUEO4r3Z+PXA2aKdPB2qoeHh4fH4cGuXbteffXVtrZWgNZMpqeurjuT6Rkxomfs2J7e3nrBoC0to3t76xWDjh4d0qdgUOduebmmIjZi+gwc8wfKLaK27w3kjDynenh4eHgcNrS1bZ86dUNvbzaXq+/tzVoMOmpUk7JECzFoHBwq0F8RsAEz12P9TdT+A+r+Tfl7APCc6uHh4eFRLvT0CoHKgkNHjhy5efNjb79N6XTqvPO+oxi0qakpTG6pCJV7NDENANj4V9hwB7X9L+pbXe4OPKd6eHh4eJSHaqVXrF//jdmzJw4bVpvJ1AA8fsEFv6rKbiuyUzVgA6QasOn/Qv9Gav1r4PuTb+pr6Ht4eHgczQiCoLW1tb29PWH/vXv3bt26ddeuXYMdwbpmzR0AMGZMNpOp0VsGDp74rxjYcKydzcY+h43fTX5ob6d6eHh4HJ3YuHHj22+/ffDgQc55Q0PDF77wheL9c7nc008/vWfPnlQqFQTByJEj582bN3z48MEYWyH6XLPmjoFbq9V7G0DADGZvxuzN1P531PNYyQ08p3p4OLB161YAmDo1aUS+h8cQRFtbW0NDw+TJk7du3drX11ey//Llyw8cODB//vwTTzzxwIEDCxcuXLJkyU033RTvWS2D0omB73yg2q8FrAMAHP59bPgKABbv6znVw8PGE088MWbMGADYtGnT/PnzD/dwPDwqxJw5c8TC7t27S3Jqe3v7u+++e/bZZ5944okAMGbMmPPPP3/FihU7d+6cOHGi1Tmdro7jc3BwT4W1eosDh0HNMKBc8V7en+rhYWDr1q1jxoyZM2fOnDlzRo4cuX379sM9Ig+PQ4GdO3cCwEknnaRaJk+erNqHMpqbm60WAkr4V/bBihZ8AG+nOnEV+/ThHoJHQaTHMADIHxiUN1Gx///98F+I5Xxf/1/O/j99g3YsjyMIS/nDh3sIg4vW1lYAaGpqUi3ZbDadTov2Iwtl13yoHo5CTvXz0hzFOP3mU67/8jUA8PivFq1/oIzpI7699e00BCmkDPYz4BnsTyFPAdUhpADTyNKIaWQMIIOpZ168/8UXA0RsO/jAL19blaOgjdfkKN3F0628PkfptiDbzeuWzmys+EQG+83Aw6NcCHG4ttYok1tbW5vEETvUUGV/ajk4CjnV8+jRivQYdv2Xr7nkY3MBgIg2LfmZZUHO29jKgKeQZzDPkNLYn8agFgNW5lSIV1689L0PVgPA2Rd1tPEogTyFxg911rr+Xp7u5TWt+WxfkOrM1/ZdtifJ/it+M/DwGDwgOqJviMjZ/s1vzi2+t3//98NZd32QGJUgIMoxbCjS5yjkVI+jGKi+sCk65b9Z5rggzQIGlEn1l0uchdBNAQAcN7ENAHoJACDlivTTD8cU1z53QldfXT5guXy6n6eCfhbkUzxAyjPoR+xjU7+xpuSbgYfHYUFdXR0A5HK5hoaIM/r6+kS7hcNLmSUxGHYq5x09vWuymYuLd/Oc6jGkseux09KpIFubr0kFtenehe88yzlHxOXvPVMzs8pUlKOgZJ8URmENTPvdKlpFzZbVlwUvb/u32Y3tXZAKSZoQ9t92xoifrhvYwD08qoCRI0cCQEtLi+LUjo6O/v5+0X5kobqMynlnwA/sPviXPX2vfmRiiaBFz6keQxTb7z+rpjZIkUGcm6ft393y37WsP/PR/nRVD5d3JYkH8rep02eq1A+WYbEOHQ0N97+0WrwZ/O6lV7rS2e7vzEEOE376Uvmj9vCoHETU19dXU1OTSqUA4MQTT0TE7du3q8yZbdu2AcCkSZMO5ygrAq9SzQeiPgDY1/b3bZ0PJNzEc6rHUMG2n84mRlTHIQVYGzCp33BCTkiEHJAT8nEMU9U8bgAUxCzUmHbEnNoyA67a3VSKhMpclRLyc8RefnYl68eummwKgBAQYN/XL0QOqT7AgEbeV3blbg+POFpaWvbs2QMAXV1d/f39b7/9NgCMGjVq/PjxAHDw4MGHH3743HPPnTVrFgBks9kZM2a89dZbo0ePnjx58t69e9euXTtx4kTR+chCNSQs4pRr71qwt+X7ZW3mOdXj8OO9H1zI62KpYoQAQIAAYL10BlS1vGoOlPznF9FnAVPVqQDrICBEBITO+izLIwYhoQJo5VkYtn9+NgbU+OCaxEPz8HDgww8/1CcPX758OQDMnDmzEE1edNFF+Xx+5cqVK1euBICJEydeddVVh2SkVUYliacaOO/I5TfsPvgX/UGiqEMdnlM9Dg/2fOvCoA4pBbwOop8AARISERASERGKwEOQ1qr6CwjTJWqElUYA2MdL27zcFaOkxwAz4AD2fhAo4snEQyWEcMeIXTdewPoJObBezgKqee7VpHvx8AAAgJkzZ86cObPQ2jFjxnz1q1/VW2pqaq688so5c+Z0dHRks9nGxsqzxQ4vKrZTOXVz3r67+RvduRcr28ORx6nt7e2c8+HDhzPmi0ANLRTPuez43AX9dUgpDOqAUgAAYbgPSRYhQBCEChTap0Ckab/yDwD4wEzVHNUkfJHlZq0xXQFOoSP0l8XikqJlJEA0F8I/Mkk3Ml4ZivR1QuBzz8aAY18/9nNa97ZztD7t1WPgyGazA5m7dCigAn8qUT9i6kDbv7Z0DKjs4hHDqbt373755Zf379+fz+cB4JZbbhkxYsThHpRHhCI5l7n55wcZJrhTkCjIfyM2jYs1Qvslh4nHB1ZT07l5kNiWZFiCsVzpfBUhUoPDF2/FteyMUzHXF7xjhCD6tFcPD4HkjCriszh1dXQ/taf52wM/9BHDqV1dXQBw2mmniULPh3s4HgbsnMv3FvVSA6UY1bAgwwAiBpVJJIAEoP4AgBCJKGoJtV8EIkICaaRqC5UNNUeO73zgYm5HtxgZp5BSTgtVAhFInLZllSIQGNYqYSkyZhgayYjiGqWmToZcH/QH0NvLUu0+7dXjkGHdumVWy1lnDaFiO8nzU0ePHh3w9g/23dSbf7Mqhz5iOHXq1Kli4q1XX33Vc+pQBgEhAXBSHkbUTVJOSDHy0SzX+O7AZa1WFqYUEMZ5MY6ShJ1C92/WrQCXicq2ZPX10R4GeSppD48hxaBxJH/nbm5uZthw0viFzR13H2i7a+CHPmI41WMoI3+AP7FgOSeOiE89/Me+nlqoAyBBrgDMVn2RQJmkSACAYWgvGWFKQGIfYegvN12qZSEg1hcLI3IiobBcsmwTIiESykBf5UOlqCWyWY1lAIDIw2qfqzRSTbMV8i34+H8tFmmvT/56cZ89UYeHxzGE5Jza39+PmAJIjWr86shhf76n+TsdPQsHcmjPqR4DQmrqZPFMf3NZx+ZX/gCIff0NkGLAEBAJAVjIE6gbowRoulc1lkU1BROB0H5lmBIwTlz8WpLTakDYB4nqQ1Qc98SQSmbRlAeNUO1MG7unXMFww6MfbFr8/4BhvhkwlYJ0DSCjXInpHj08jj5U8NqNWI9YP2HUj0f1f2N381/25d+p7NCeUz0qR2raFP1jvjMNiCCmF0QMnYUx6OFIOtFaYUqkrbK0TPGDCQhrSv1wOLGBRCQVZ9lCAu9AhF831GAVg1quV/mxrwUQAZh4i2HAELP11N1T5fF4eAxtVBxvwdjwTO3pJ417srPnmd3N3wYoXa/UwlHIqXPn2hMm6FnPHlWBxaa6tQSIwISFiiQlTdJEzugNkux/dU0YAElzphIg1+XfBAptnmryscYyDNwEh2CudBqA8BpwlCk0EM+icaTToBWpVCrBJh7UhCkmqBQAEJnogMMbARkyDFqOvIkwPTwqQMWcKsBYY2P2uuENN+5v/UFzxy/K2vYo5FTPoIMKm03BfLKHLsSogaTBSjpVmL5DFfobr38iQn95LK+mJK3yZOFIkDjcqdCvtPpW6UAgbFNkACGxi0ZkCIipUSOD5pbDO0APj0MAZw5eWUBMA8DoEX81svHOPc3f6srZcc6FcBRyqscgwWBTZ9qHMFLlHyFEbKp4lCEA6ParZqtJcoq8qppv1aymBABBSKsOcaaLO2anciJhRFLCZBsGJPzILApQIkTE8GTD6CR1+uKdAa0cm6LWahSjFNOBERmkYlQqOrDQZq0ZP44Qgz17k5yOh8cRigHaqQoMG1iq4bjRP+/Lb97d/Jf5/g9KbuI51aMESlApM1sY05g1Yk3Br4QhXYLNprY+rIO0IkoETGWpQkzIDQgDSPVS6Yik5Kk4xUm3dxfLE6bGchGmxJAQOENUtAoi1Dem9MbTVQERkJQCrK6GOENSVGohYlYGSMDQplIAQETGCBGkbJCaeLxoDz74MOF18PA4glAtThVIsRH1dedPnvB8e9ejJTsfMZza29u7fft2ANi/fz8AbNu2rb6+vq6u7uSTTz7cQzuaERFqIcO0EKQz1UCcMjFMmYl1o+I/Ck7IieV3I2Os/vjQVM276jkkL7qU0BhVRF67bvp1J38KAJ5965n3Tt2d8CgDgrwLZIV/MQYBjwhVdJO2aUioqIg2Wk5NPhEAgvdKv317eOhYvPheZ/vVV99+iEfiRInHRyVAhg0jGj5L0F9810cMp3Z1dYlJFQTWrFkDAKNGjfKcOkgI2bSkYWr2IcPGwvBRzqSTVYtaimdn2n+heRcmeiq3pdJ+x7456ePTrgaAF9c/1Xvm2+CM7x2Yr9Tupu2tbxe7/uRPzb0orFv06733wagk+ygfTEjG0VNCS7CJho0MAVK6zGvZpqCMV2tZJkQFW3wpFY+kGCLcWQgV5NIkAWIdQgm/0hHDqaNGjbKmUPAYJBRkUyhBqOFH9ciWcCi6UgrWWlQBPyN6FmMGayix7uUfn3a1orQnd2+rnZAo6n2AxfeVLatn4xARA2Ig5d/QkyrYMPSYkiP016kAGwtllA7WbFNkDBSVgm2b2ssQXujUqacAQLBpm9qlr8jvcYSiutpvWThiONXjECD1EZfR7xR44w97jJ7OUWgS021WCCsmOaKTrGQbYZ4KT2QU8iO9lST2qo5MRESsgpkoBoLa4/iKDQtF3aLn31vKpzOIJ+4MAhxGqrhBqRRI25RclFnETo1c4ACpmdMJgW/Y7Cvyexy5OPI4lYi6u7vr6+v9hGtHBxxsWtIkjTeG5pGbMp1ir6w/KD+CXm5eCb+SozUFGCawZ98JS/G9uOPp9Ollp2ZXhhSSMlXbT9/6+z2/4IRdp9YBpVTklHZtwlMAJAyt1yj0V5fB0bwswJA4GVes0O9MVCisqQmPF+NIwyotsoqxcOyIgFg3++Trv3LNJZf4ivweRySODE7lnL/00ksrV65844039uzZwzlnjI0dO/bMM8+cM2fOJZdckk4nqgDnMaSQiE2hsGGqwchMDcvdGjqwlkOi78cVygRkkLUrB3T3aR/8bv8v6zCfOVSEKqDTas0EzgmhP/LfiKlexfLAk+RsqIvprKOU2Bi12BTCWxO22BnGviK/x5GGQfKnJkEiTuWcP/HEE//zP/+zf//+0aNHz5gxY9asWQ0NDV1dXc3Nza+//vqSJUtGjhz52c9+9jOf+Yxn1iELyz1ms2kSw9TtZGXRWumuU5V+LQtV5Y3EbVn9DxFA5qIAACdUo9NzaVLjKXX4hBIOjBMGGpuqXzLJIlChGW7+wq0y+spsRUShewuRHNRHVWJJbK/yatRFSckiDyXoswCVhqFMaueQ76t//OEXOeeI7InHV+c+ehZb8VrVL6CHxyBhkOzUft4NQDWsoUifRJz6jW98Y8eOHfPnz//EJz4xefLkeIedO3cuWbLk0UcffeqppxYsWFDZcD0GFZZ7zCDUCmTecEMXoamnuUSkBmstzrya0JmquhFiAiMpIEwd1mJGJpsyvV0t6+fhroM8EJRtpxpKL5iEKjZcv6Z304ZnCLG3vx5qEk3p4+ExRFD1xwGnPgJ648C/njX2/xTvmYhTr7766iuuuKJem6DRwsSJE7/0pS/ddtttCxcOaJYcj0GCMWc40Dub/pDvTsaazkYXlYYWj6z0q5tfBUxVI/HGkmqIAMk+LpmzvAXEAtGCLI35AQb0lgtlpKr8VzVTOpdFKsSYo9+3OClV39j63RdwQqM064XZiqrYL2PAebiQWOY1uFOxqUalOtf25TKUQkghIeSvOpdqsPbptVW+jh4eg4DkWeklQUCcet9tf3T9gbsAoDqcOn/+/CTd0un09ddfn6Snx2GAJCMicnvjircU4lHzYxTiqwUXyRhgtKROhycV5OSp1oHISOJWdiEnFsiFAqc9KBC/WEGo4l9tSGD4U6N5dSxyDRciciWoxNhGhFRimRcMp2n0Mcamdn8Ib2jPn1zAGTQ8uqb8gXocVVi3zq5/O6RmKa+WPzXPO1t6N67d+71ccDDhJok4tb29vaGhIZU6MvSfZcuim33ZZUPoNh9G5A/wx3/3goiSfeqhF/PdtcXUxwSE6v7GWqqvVShfI135ubRGQzGKLfRrYcgPJbM6h+GOVDIuQXTtdAZF0jtoe5SvIKjSVTVdt6ahD2r7+ztri8u8UJwvGVp0G3WIdmsMqePm2Y0LVpe+Rh5HL4YUg8YxcO23n3fneccr+753oOfVsjZMxKkrV6781a9+9YlPfGLevHlOf+qQgudRG7NOB87f/GPPO2ufBIB8V61b41UonB9VkErDDaPkVJGZCrrlqm8RY9Noljd1rFgfUe9X/8gROTAgHoQxUYcCQnCOjFRihj/VjlRCAAjzaWPEiXJudgivCVkdxILTfv3oxfXXfe4TAPDkghUblnUAxNNm7IBe0NmUxchVdWCx/hDNLS8a226bPeI3nlY9higGEqPEqR+RbWy+e1vbgxVsnohTp06dOn78+AULFixYsOC0006bN2/elVde2dBQLPbJY4iAzz0b+/oRERDzPRmAkHoGKo2YrJzO9gJAb39WPJFVcG88+kkyB5otJnuGYa9Rm272qRYOLCAKCAEZB5aC4BCYqroDVRAqSPNUnzOHSIwZxDKZHBmdZgGWFQiXXcpwuj533eeuiPJH1z6e764FiNi0oOlZgE1tw9TsTxqbqlvX/GcX8hRQCsb+YlXZ19HDYzBRMaf2856dnYtf2/8PFR86Eaeeeuqpv/zlL997771FixYtWbLkrrvuuvvuuz/2sY/NmzfvnHPOweJGj8fhQ3DZOdhPagrrsnk02Z2deVHmus9+HAAef+SPb7zSJw1TBCLgYNGnHZcTa4mrNvEsTy7TSkQl/RQGABBo+TaDDSM0ScYlqbWGVu0UoSw2jXVGUxk27Nf4zpSDfICuU+bqr74Dpvx7+NL/PDxKo4J36zzv7Ojb/sq+73Xldw7k0GXUfJg8efLXvva1O++8c82aNYsWLVq2bNmSJUsmTJjwyU9+ct68eRMmTBjIODyqjr6rz2N9HLUHpePtZ8DvQ+n63us++3FpMMHbGxfnKC29oKYxaoFihBoTewnsXBpO0RuoSFrlgCr6FwbZVI3CkUCYp4wDBsRCOxVQ2dNiIRJ+AQFk0G/cTtUFXqMDacowgWb25rvqnogc5H/Md9eKFNWSGTJuKZi5+lve1lhOlIoy2/PNCymFx/3kpSpcYg+PaiB50a+6urqAcv2859V9f7en+4WBH7rs2oSMsQsvvPDCCy/s6OhYunTp008/fe+99953333XXnvt3/zN3wx8QB5VQe8152MQ2qaoSgRUxKDFLRIj61SEtzpMTwJLinFRbMkDOwxWYACBiP511lqqOpQ9ak0Mx82wZLWszSYTddYFXqs92oVzslStccOL3ZvXPgnI8t21FYi9UMh1qgc6xaJ/wyFb9wEBAD7833NO+BdPqx5DAsm136amJgT2xoF/qQqhwkBq6Dc2Nt5www0zZ878xS9+sXbt2nff9RNFDQl03XQBC4D18dCjCRGzxskuQqUGaz6XefwhUXAHn3zspb7uOshoqxMYowVbDLa2S+mqUkoBMYYBB8aJODGGfJBMVaX3BrJ2kjJSdX+qGrCsh2Q5U6NgrXDC8shvKno7YoBRN2R5dLH6csJBruRZefSKXacONgVpbBtB3VEAWnhoAIQPvj+H0jDp70Jm9dPaeBwuJH8C7N27l2Ht2WO/P33kn72y93vtfQOdLqJCTm1paVmyZMmiRYu2b9/OGJs1a9ZNN900wKF4DBwdn72ABbLQnWgSy0w8XgfFCbZhTe+m9YsBoK83AzXyqxxnU06xhNZY9C/YmTPxUko6h4GM/oWI6hjD6j/EdUJVwq9Sfa1REejkCoqUwCJXccrOFFXtyoQdeHiYsJWhHp6tcVuMFMGUgjUqBUsKZnqjtlt9Vj5XfpTegYDe+8GFlIJPrd/np7XxOFwod07yNGscUdv4sRPu3dP1wtr9/x9R5SXEy+PU/v7+l156adGiRatXrw6C4IQTTvjzP//zefPmjR07tuIReFQLbbfOZnl95mqkeC2ioqg48KQvV4cEkNJ4wkTpWKS4tQoQr06hy79c6r2ioJKK/oVBy1XVGJRFbl2ImFVP9SGt+IMh8OpqcKEIJtHT6iCWVR2lOJUCGLwI4JCCIWabAsQMXGMPlsGqTqMIhnV3Xf/V+ZdcfDGAn9bm6MTixfc624fIXOWVxf2m2bAThl01sfETGw/e/U7rfZUdOimnbtmyZdGiRUuXLm1ra8tkMlddddU111xz1llnVXZUj6qj5YuzGdeehogQlV9HU6YbFGuVrHoO0YqYMepOnrG3soopiewUVXZEhP6G4ULERfQvJwxgUExVvRJhoNUgVISqZ9GQnvlDUTF9KygpOnfdSI1l1Kh4J9DuICEBQ5tBwbz+OlNaSm8Uzavpw9GQLd7VLoTdreBHBT+tzVGJIcKdhVBxHSWGNQBw6sgvT2u6be2+v9vb/WK5e0jEqc8888wPfvADAJg5c+add955+eWXZ7PZco/kMXg4eMeFLB/ZLu5vU3IqTdgzwbMSY2zq2Mhh1MZlY7SKeAkOY0hqypqAMI0wGKaqHo6klgNt51oocrSVEVHlzK4pkFFj56fq0LOFCsUQWUYnFCBUl0qs700zT00zVydp9dHk3c6GhvvXrA697Pcs9kaqxyFGudqvhRpWXwP1s8b/U3vf9rX7vteV/7CMbZN0ymazt9xyyzXXXDNp0qRKB+kxWNh/54UsAIg8W4RRtXrEqNH4klUhvxAx/sSP0i24WdfIpXM6KNZWOxGIHNUetNwVTsiRcUCQ0b/VTVSV9YTR8qSCNF4tO1WPVAqt7dCfavhQ48SpByJhjG5JC94mOcO5+KguVYS40xS0zoVcpzEFWM5wrjaPyb+xMCWFpSlc/ccVlKKOuaOm+qmqPA4tqjLXW5o1js6cccXEhz7ofPr1/T9IuFUiTp09e/bcuXOT9Mzn837+1EOD3d+ZEz7m86HdINgHIabIMQQOlKrCl8wCccsOVUXzMXoQx40tAiBCM1vEFoQJ4jKikH9B/GDImAcmIAbIRfSvSFSF6pmqqlA+aJ5UvWqSJvyGM76KoF9dATZUXxJ3CXVmdQQomZdOiasIZtxQobhfrcVyuNp+05jSS+oOqo/arsisNGmwaThIAoKOhizVcADY8qvzgdG0P/Nz2ngcIlRvTnKsYdmTGj81efj1b+z/4fb2h0pukOiJ89WvfvWBBx7o6uoq0ieXyz322GO33npr0qF6VBH6M05/njJt2b0hlvdnQbj01F+FY4/ZuzFYuTRRrBAYMcAQSxsdOPQQJGP6cW2Kt3CQssWso6SFLZdUgDWYbIrGL1VNqMfk/DMYzgMfebXjN46hEhIUCxYkVHB9NG+xHcSNhdcBAMCWe891nKeHxyCAA0v4l2RvDNMIqZmjv3H1SYtKkmYiO/XWW2/92c9+9utf//riiy8+99xzp0+fPnr06IaGhp6enoMHD27evPn1119fuXJlNpv98pe/nGSHHgPBzu/NQQ6YBxSxKjHxTdqmQioMPaxUDT20+NnEXg8AACAASURBVGTaKq2iULiKbbPG820g1Hv1LvFcGoaks6mIV4qif2WiKgzYVA0inVmWyxc5qaHNitGfNF5Ji1TSiROlbVooUkkZqagRKulvMiLuTCykzJDuAvYogKnN2i2STXXulOZp+DFGnLFoppg7NuotmqLbt+03Z59y2+vg4THIGKA/1Yka1lDDGjj1luiWZF+XXnrpnDlzFi9e/Pvf//7555+Pd5gyZcqdd945b968IvOWHzIcO3O9qXAkI0hEq/NgNBYPKSpkyFrZoq5eSeoXOcJtHMeyLTaK/TJU5T8ZnUQgrUYGgYj+FYmqA3+F0MKRUGu0zVMFJYQnqv1bKlLJ2NKkz+g9JAmVgvamZXU2opMMQo1vSEVzaZKpAwgA7z5w1pRb1iXp7eFRMaqn/dpgWFe8Q9Jcmtra2k996lOf+tSn9uzZs379+j179nR2dg4bNmz8+PFnnHHGcccdN+ChVg1HMY/u+McLkSPmhWAKAJEZCiAkQUL5+JN0K42bwjO4FUNJMtbdoKikSJEdGz5q3dG/FsGYBo1lrQpwwhRQJPaiGRkEwloNE1U50cAzaoR5CnIKGt2TCpadKv2pagGiedQN29Q5VaqeRSMFBhQzxYU3VxqICOattMo7QEF71GxRfWwq1c1TPXAp2tDUReL7LJ55TAQ7fnfGSZ9dDx4eg4aqxChVhrLrKE2YMMGXyz8sePdfLmR5INAieLXHWUhJ5vzVhIiMSNRRqhgliUnxbuTSk5FK5mO3YKAvxlrsXvoU34wT16N/w3glGf0LwEWiqjjpiuXfKPcUmEGopvAbDdIi1Mi+s0/NmjZVL0woo3y1a8KEwo/hjvRa+VAeg4JFovYeQjbVI4ojPyszoqIcLF5c1Tfv6fsPnz7p0xvA44jFunXLrJYhNUv5YGi/CVF5vV+PQ4ntP5qNnCI6Vc9cZYYWBaHhoiuOYjmRCvGI31JwTk1TssWoRiSPnAqrPSDTNhDRvwzDomKivH7JURVCFI4kTVUwhd94nJQasGO5gMCLBZbDjpb72pZwrY8xRTdOpWAkxtirTIUZLGqPHcVOrQl3F2spgD2/nzHhT95O2ttjiGFIMWgcR5Kd6nEIYBUf3/aT2ZGKidrDVFqBaC8jiDo7IoJJqogJkeSpWNDwFSNh0v3G0Pnktavugcs8jQnCqo5uZKoCKhEYVO1fYjKptMJIJTWnm6NcvpWTaoZKCRLlWh0lXeVGFZ9N2vlqy0ihRailr4p7Kq8DIjHbmVpQ0QWHPepkUN0wBYuSY9pyaHi7jOAS8yXEbuj+x6ePvW4zeHhUG4PnTy0Jz6lDDqfffIoqPv7YRaOAI/YDgBECalswLuheVedaBdtCcm5jRQ+5+jgNZhUaGm1SkcGqT/mijiQoTY9X0k1VHRUowFrmjFYyKWqMLoF7ojeKLpMhlRaKWirgFrU/DljadRyu0D7NyVMLxiUliT4rgPaFpwy/Zlup7T08ykPCJJmyQEAB5RFYCovxpufUoYX0GHb9l6+55GNzAYAYLF2zrKM+C4pEY4apaiFzQX+ShrVhC4MQSgYiJXnrI7CdqRR7gsfjlUr7UymagFWUfUAihowTBy2XJqr9i+FCZdPUKCMVpCcVAJSRCprwqwo5gbRNdX+qOkXdHnVNPB4r7KCp9GhkqkjhAbQWgSKKrmxMqBJbkcNGBzORJrRKS74P2R+tghHQ9fTJNamg7uM7Yjvy8KgQiV0QSdHLuz7sfufxD+/6y2n/BZ5Tj1AQyVxFGewDprVqRWBajTJoU83jWQwl7d4kvBtSKQuDfrUKA67dlyylBEAirVPrJevJI9cCgHViA2QBkTVNjUBCU1Un1EDnTotQXXWUwtMCIVCjPXOqPM0oFZUMPzca9y72kcnIiyKKLphfgLClsGnryr2xiVZ+8TLYxQF7oCF+N9EMSnIFoxmqL5gzIgAAPHcCXFFGVVUPjyKo4rRUfbynJ+h4fOePP+jemKS/59ShhfwB/vgvF3LOsYY9sG5NR0O9HnYbabkaxcYbQWusq+lG4H352JwHFWi58UCkJFOOxM3o2NEh7opz9SEKSwxzwpRJtHq8EicUiaoAUG6iajwnVXhS1Z71I8Yb9aFq49bV4HBR3bSQL1VnU2I1XqEgUYTRQKkUom+Rvur8KfymeVcAwCNLVv9xT/R+UOKulfqCiPwocblql03ou2yPn8ncY+CoSoxSQP0M2PN773u1eWHyrSrhVM75pk2bdu3adcIJJ8yYMQMAgiBgjGH8metRPh67esTSjc8Tx46GLOaNS4oxIkS5oC8rij1nOt147ZVA8PsnV722wXhIJbBdE/SIldGPlOfY5NXiqE4Tx344k52cqmZPE2FKDKLEFb32r2hhKIhQaMJG9G9xU9Uqly9yUq1y+VbVJPUnChOK4YV5MeRmUyV+mka6pdibVIoq0Kw6ii44iTa2Si1ksOumeVdcMjecD/W1/17RzVwzU5VQfe0iHlYgCQc8554Z15xyFfiZzD0GhgHn0lAf793YtnzRrv9b7pZlc+rbb7/9D//wDzt37gSAT3/60zNmzAiC4IYbbvjsZz97yy23lLs3Dyc6htdTgEZiqIvfHHzGEDgJis1g143XRs/BjZue683Xa50d3zmrCqBLsI01FP7qSn6VjlWnwZgknUazCFNIwrcqaSziyyheCRhAwOU0NQXH54Ie2sALl0xyNrpLJlHhZQFzN0ZYmTmrvBVkJIkzRqX6PgdGpfHhATjmQ7Ws1ZLGKxE6X+lq9vXPn37V3IvmiqP4mcw9KsZA4n57g+79vTse//Cu1r69FWxeHqe2tbV95zvfmTRp0je/+c2FC0NzOJVKXXnllS+88ILn1IFj22/OtmssOL8cCSjW6E4ErPSMCcRLfRExxrvxnUhnqrWhjGDSDLJ4ooU9ETnqM72FuaoIwlTlBBjPpSEEGf0rqimpjJqSEISqjFQwa/THqyYpm5UT8tA2xWhCcqt6fmzZFO0j+rRCkwDDSYdktaPCii64U1+Mbk5N2kG0xlF6YNgjT4fzoT629OUezOr5P2SdoH2+CJqfnLQLJVqEY9V6CPqZzIc4Fi++19k+ROYqr0z7zfNcH889+eG/beusfA6l8jj12WefZYz9+Mc/bmhoWLFihWo/+eSTn3nmmYoH4SGw/f6zIEBQFk/cptGJ02wM2zmpPr3U8NhTqzjnCPj4wjW5IFt6/pdUacGXAEtUVgoZInKgWm8FUeCSOhGntWpGtQhZFUkQKgGKIKco+ldk1OiJqgEhA7SifwvJv0r41QnVPU+qLvxqP10jUkm9e5A6F618kjwzRZ86m1oKcMR8zLBTxcmontZCeWZocWOXAADWvI/rf72CELoxizXyxsS+qAio6FBFKoWTzMfvaRjPFYab9Y1NP/XOc4K5n/3gOW+kDmUMEe4shHK1X04BInth/4OrDjwywEOXx6m7du2aNm1aQ0OD1d7Q0NDR0THAoRzjeO+BM0sIocUp1oW1m+HNLcuRU18+A4hxvddhdCbQex32bpGnH4aWluUyLNwdHTaKZuWop3AKgBNwrZJ+aMLKRNUaYaqa0b9FwGWFB9CFX22uNyNGyVzWSic6jcTYZSwi+YI2rZC+tiJFV611K7rFCkcAmF+wbsiGL0n6Gamoq7jkC0aHaL+2FBwtvzNt33v770+nOE6H41cP3zW73blLD4/iSK79jhgxoo/ntnSseeLDn3CqvPKaQnmcOnz48H379sXbt27dOnr06IGPpio4QuelsV+snM+nBJKvqiILAJDCXFCPnBzpN2J/bseWdYDSeq9u4JIZ6Ksdq1QEU8xgFbk0imKJkIf/IhO0Km3TWLwSA+Ii+pcTBlDCVNX1XmNOt3i5fDAOZ8T6arZpFKCkU4hD8i34MfJGi83Myd2qoujqqxyMS0Zlf54CENWUWcT/EY8qHVha4WIVqi4ybku9eoQZR4RCcojeUcaxgEFN6TLTHh4FUX7NhwTv+8lQHqfOnj37nnvuefzxx6+77jrVuG3btkceeeSqq66qyoAGjiOIRxV2PHhG9AxxvWG57dHiYZbiAZ1CICBGyAs+QEtPCV4W9eql85X8a3dG0Gk1xqY6lYZjIFAkioicpE9O1v4FMhVgFLyIaQRBsUWSauJFHiBWLj9qNH23IlqKWzOnyjErYw5BM0URSCveHGdTAiM5NdLPY8xXmaLrtFlVo6BSoxIFA0DgDIAhARAzOtvFH6yF6CKg8JMShN8ndQFT8qMQ7dWqiauHMaT3L+gCD49ykNxObWtrq2WZGcMvOm3Excv3/s9Lh1j7nT59+g033HDXXXctWbKkvb09k8l897vfXbVq1ahRo26/fUjL60MZ7z90erGX8sQGq7FePoKRgEzWjH/Z4i0Olk2gCTtjiSEyuSKKLRcqUpTC53KUqEphlK9UgKUJKwVhd/Svbqrq5fLlQhk5qfqvl2sUp14JdAOTzCQZS/It+LEwBVam6LpbwtGa/lEKGTQ8nNrQfK13hP6artN46K+qjSXXM+VCiC4vMjaAiRA8jlmUG+HGMAUAF4/93AVj/uTJnf+2tfOVig9ddi7Nt7/97WnTpj3yyCM7duwgog8++OCqq676yle+MmrUqIoHcYyDXA9iALcDtWCjFS0ibR3OgHEghrE8mWLMJpirxLgLGLiEWul8q4KSxayxSorGuYhPFHKSLJ8UqosqUVVF/3LUFGA5TQ0gF9G/VqKqgp6TCqEIbIQmgRmOZAm/soNum7oKEwKQRpEGs7oUYCtMSVfRiyi60VqTtvX+bgFZrNdsU8WsoUmqqb6EkmWZHFhUOhKARNIyqY+A+pfTIFoh+TIzbDse+TXl5fp3Z/WAh0diVJZLk2aZNGSum/jXB3s/+MOHd7X27algJ5XUfJg/f/78+fPz+XxfX182m/WlHgaCDx6Z6XrUqyeo1kT2gtUhalMzmYjdMIRArzxv9HTsM2yK27N2pxIGrrOCUmHEaxMaj2BTM1SJqiBNHE4qPzUqrJ9CgLCaUkFTVZmnwpMqlguFI4UL4Gq0pqOJLpP8P26kxl84tPGpLY2rV4RKwSDjQi2OXelVEk1m5SxidALzTQiiBf00bcRilIjM62ASrQ6h4QdEnlY9ysJAauhnUg0nZKffccrdb7WtXLjr7nI3T8SpXV1dhdLFurpCV0cqlaqvr3f28SiEnY/OLPwkclFQSR1YGaYICGHKo/Kqgp7sae2DJZBLYlWT3KN2MqhhnmoxwM5gJbCtVWHuCFecyKVRnlRV+9fOpSEEhEDM+4YFE1XVnG7xcvlW9JPlRtWX9RAbiM9GbtniqoCzvDKW2WpwHkI0v1uliq7DF6t8y5wM12lM9Y084sJIZdqNU2vl3gzfqrJNUayS6TSoXSXpNCcKp8UFmQclNlcXP+Xf2z3KwYDTm7GW1Z/edMWZIz++ZPd/rm1+KvmWiTj1tttu279/f/E+p59++s9//vPkB/bY8/sZyo1Kmurr/jYkbGQInDgDRgAcQheVeqQyWVRBzTgNchWAmOm7+JgTfVHN0vmhFKzvJDaLjggCJfm0jUf/CkEVhRIswq1koqpUgB3FH1T0LwCPJ6pyYron1SryABpl2tG/UvUNCVVKxCKKyi74gEAolV151pKCLEdpNKeA8EWqnvHM1ESKrlpQuTfWGh7JAnqIr676CjsVNEIljVmJaXc5GoHiURn6S6QOH0ZEo2De8I0EFJvK6yxs1/BeIATETnk5s21WDjyGBtatW2a1DKlZyqtS71fM6XbZ+C9eOOamJz788Y6uDUm2SsSpX/rSl7q7u8Xyli1bFi9efN55582YMaO+vn7Xrl3Lly8fPnz4jTfeWPHQPYrBxWNue1H4UBlCQOp5LWwg4Vslt8arLcdDYy2WdX5RizOts4JScpAUBimsoa+EX6EZKlGbOyrpo6j9y4Q9qiWq6hqvXi5fLpTOSZWnzriiiiIXBM2AHJMCiwjC1kUrT9GNUWm4NsGbkVJ9xX5I7l9XfUlfsO6sOU1NbBAQnywpFB5i7QCgpvDztDp0MKQYNI6Cilz5qGX1taz+phO/vzu35YmdPy7ZPxGnzp8/Xyzs3bv3vvvu++d//ueLL75Yrf3617/+9a9//YMPPqhsxMcgDjwxPeAoX9sLp6kUjVHS2TGU6TigMOUE5yAAQ+REDJDLUsAs1G/tr1yspl2IVGm91+Jd9YS1FWA0nr/Rg1j7s80dXSoERAqpVE9UTQHJbBYeRRKBTFTFsPavcLgGgPndDADSxzlyUkEIv2ZoEljhSJoIrBGqbNFOINQvdaqLlUzSbVZLAY5Yk7k4taiiq8dI6Z2NmF5N9TWSZ6SRGt4OMQGQaZuSNF6juxnFK+l3Teoiod2trRLrwxnfSLf4hYYvBq+ZrSwgYhhMe6V2y/l94OFRFFWfkzyTapicPfNr0+5Bc4rCOMo78LPPPjtp0iSdUAFg2LBhn/vc5/7whz+UPUwPEw7V1ynqxQKX1ONVNyOk5IvRqrgZmuBljtD+s8HQ+AN5XIxkw5IHIoRwwm1JosZaub1iL9WuIm8FLM0njP6VGLZ+6nWN37qu8VsN6z+iZc6oGCWXeVogHCkagzkkl5Fa4Ufr7US3Cw3TUF55UsK5a8Mo8ghi8oMLpBKLtUMrP0Kxr5y9I+uzHYFuhWha0npsVZWflR5HJSjxX3IgYprVpYpOSA7lxv22trY6g5WIqLW1taxdHbNoeWpa0WxU8XwqU/JlgASkHKggs2hiXlVMIfSXcpom4L9i9fpjz1aDA2KmKkWMWWSPFGq/IIJGKUzDUN7W0MrhoFhQ960iArHeXeyyU65R0548tufnbDypOd0KlcsXQ4j7VkFLoVGRStGZoIpmDd9pLAkXUXOYOsOUEBCAxyZMLajoqksFMW7TI49ijVZCKphGanSbmDRStRZ9lW7CKh+qVWhJHYjU3SQEIPFupAxW8WKkDFatkQHyaa/UpjF46zyft+pREJXl0lQF5b30TZ06ddOmTXr1fABoa2t78MEHp06dWtWBHZ1oX3gKSHuUW/OWFEcBio0ecAigPfWUdSiiSIgByKehw9Z0Cr9Y7C9uvOr2k9GinwSCUUFJH7ylBsuzVnGhwgMngrkoLLEb8R8RcvUxZugEMeOGiCxPqpWTCtJBG4/+5XLCVEGo6X35zIE+ZTHbRrlufEPsBK3bgWh+BBDElkJgSOJPe0cRHOb4U18DbRSW6hsOLc6s6l6kZMkkZhBqqPoK4ZdFBBwxK1IYbKV4NDycel+UrwXhu0g0LnUH49dfRmhH6U/pMUxMYO5xjEOF+yhwwIR/VR9MeXbqlVde+cQTT3z/+98/66yzTj311Ewms2fPnpUrV/b39//kJz+p+uCOLRR6sXLSrZR8EYSpF9aFDS1IGawkPI2RWan1FB9Lj0KjN3d7kaHGzdNSIGW2IgBAY1s3MOocWY8kLJ8wm0clqoZbybKF8R2KZzGDgAOmj8NlGxeJaU9e2LG45qM8KDAmZziSLgLLedfgnHeH3/jRSwHgkY0vLBufU5IqqrOOrkbBMKWCH8W7TqyPMWo0W7T75cg3hUj11fNnrDJbuuorNnOqvvZas5sN6+ZYb1tgB5UYAcAmhHf84nunXjZ5HvjZy495NDc3T5w40WqsYoxSuSiPU1Op1E9+8pMHHnhg8eLF69atA4BsNnveeed96UtfOuWUUwZnhEcPup4+mQfGG3oBhKtUTTsjHEmuJRRV+MLyDsJosIKVIGpETsSE5mzOeVLQSNXgerIVG77DtWY9dh0xSrYC/PFuuPW8qwDg/nWrlo7MCyIFWfQuSlSVGqssykMy4tdBsQc/+u7v9/0CAGpmcnHORp0HzUjVoTdqIjCk9+Vv/Oill0gx+eWti9pHZNA6Ee1SEBAikhaXFP0rNXNnomqcMou0xLVcsRANygxNinrqMq9ZMslQfRnqdZRAWyuMVMNs1SVfkjK+NhJOmIoMVkcujaEAYxgAHOxil0+d52cv9wCAUaNGNTc3W4X8BsMATYiy6yjV1dXdfvvtt99+e19fXz6f93WUEiL3zGS3GzW5l9x6UGL0HBQOrDCoMmoMPyo7NXxSFSbIIszqfAewacvkA10HLoEYxTZ2dt86+4pLLr4YAIho9YalnU0ZbVqTysHGEyRztxgV8kod2I4zCJlVEZ0tCJP+s7HXyn2WQ6VhS2FVAyCWkKoWVAeLyK1gKLlgma1UcK2mAGuDsW4jlzX0IRQADEepkoILwc9e7hHH4NmpeZ5Ps3SRDpXUJhSora2tra2tePPBwxE315u73q8Z02E0qqAkkSSjZDoGQMp4lfIvUNiTkIR5igApxIAAXJHA4DBSoQCnJoLOrIWcqXZ/0pMbSz40wyQWmaWqplPVl1MIgTLt1YZFI37jy1Z0Uu/Y2kffWiHE5Ec3/bFrXC1adBGWTJKqr2mYAspyUNqFCk8ZjY/ulxt9QZd5E6i+8Q4AkSVKhjNe3j5mrBLfNzIXCCkyXoW7WZ2FsFDdMUrhtUUZpmTn0iBCVP+BBUSp4/hzbz0trvyT9yz2Ruqhx+LF9zrbh8hc5YNhp+aCXGd/54j0iOLdyuPUIAj6+tzJYYyxurq6svY2SBhqPMqfnRhQSld9VZhowW1iJGI9+5BLo1PwKJdRkiGVCm1U6MOhdhYtC9LVj5b86xenW3cocvkVlEzFuGN49revrhIPzQfeWNMxsh6lwCt4S2Splp6mTiIgxoAgrAARwZmb4Yz4VR+j0yF8ZVLHG+8/ERB2HpeBgKlsY8ufSmjYpVQgyhd0Bdh6lSlgoWoJNI4pZcIFiDWCQ/Ull+qrlyfUV1kLSvUFvVFlsupH1BRgJfmq0XAChozLtygVrBQlrYaO7dSu03b+du+vU8jZX9Gp30lvOi9v30WPwcQQ4c5CqK6d2k/9DNjvPnjk+X3LfnXeL4p3Lo9Tly9f/vd///fOVb42YQWo4MaT1HrF81oXdSPJV1d6QdpIGD49QbQwuxJhcZdqQcS7yaOLESr6LLHDWJ8lWVq17nlA6BieGUhwp+6HC73NVgd51ITx96RFy3PCnlHpgBhwi25lOKththqGqcGsoN0+uTa+OcRv0wAQlSHUBAOyVF/TaNZVX2PBeitSTuVC912+fEQNckJc9SqorzWyhJEx4AExGAepkGu9nephoFp2KgH18b6XDqy6773fJNykPE6dNm3a1772Nb3lwIEDK1asyGQyN9xwQ1m7Olbw3Amcl767BK68mlCpjZ4+siISEA8tG2WnEgPkclpwozHiNmCAHDkjJp9bUIhKTWMo1qfoGbnkXINZnX/muSMhIXU01qt3BH0ua2P+VNdcqpYCDBBqhuFFKYzCYi9aFqq+lSrXLKxnx5zk+jmGpxy+4JBmlRo95TAdpqq8Vrph6vaPUjh61d+h+io6jJVMAsMk1QRha663MH9G9SfSdkLiJaSQb1VcBAovMhIycKu+6inZzxlDZEAMeB5SKeScSpS28TjWUJX81O6gZ2f3zv/c/qsDvQeTb1Uep06aNGnSpElW4x133HHnnXe2tbWVtatjEFyvCVAxlLmp2am6DRFykDR6Qu7kssCqbASlHILcNobilqta66whrKTCKr0vVhnxckvOZXurGOMSRY1kuMPNN4u4zRr7qBup9nuJ9mbjIMUC07TJd7LSiAaLBoW7DdbYAqkjxWxZmRmlV8hCa3okEfprjEeV79Ditx2lgEPvOAMAXwrYQ8cAn7S9vC8X9Nyz/b/Wt71Z7raVxygpZDKZ66677v777/dl9AFAJKHnD/DM8vGcsK+AKKU/iIuF/mqch4yAkDgASvkXjApKUbySsFNRel5B86rKYCUzWEfCNFLVoc0+pnWLBb2qtvBbwJlqbBAzxQBBvkeUDVX1N/oIDJDHS0CAWSBUjzW14k7JVSbFsGINM1FJBFq7w2bVP2IY6RO3UJ1KhqvRCE2KNeocbNT11XNpzESasGxILGopHLyeb8NINVoL4SpxZKk6iIyvUFoQ5bEAkIihURWLE9YwLuZIYESqAIYwWMU+J61peP+Crvjd8TgGUbGdyokj4h8+fHzR7sWV7aEKnAoA6XS6ubm5Krs6onH6zadc/+VrAODxXy16Bzq0cneJXKeknJ9kkIiiRkBAJhQzAoZi1jJSjQyAEDkRhIQKFPKrqlCoLFciioo/JEFItxhvDO1jfcAx85QQHJOCgUkJqPc2fb1qFms5O41e5yGsbOeK+1UqIgBw4VUtrBMWCUcyl0PNOZzcDRzCr/CnKrMV9TcnjVyVbWopwBanOqxPS/V1xiip4cZlYY3dleprCLZFC+XrJZPAYGICa61oZFEEEzBSL0lajJK4iaKvmB2BUpJrw9cYDiArOFnMClBuRTiPoxyV+VNzQe611nW/3HYPlfFktFEFTt2xY8eDDz548sknV7BtLpfbvXs3EY0bN27YsGFFevb29vb09FiNTU1NFRx0kJAew67/8jWXfGwuAECKfrp3Qb+rcBo3Zy9JCmVBxvJNI1E31IQR1JSUGAnFoMRDtRP1BB+QTOLaCWrCb5xHo17o+O5a1mrceC0TRpIMMgaOXJqS20KpN1/9nhrWt81zBrli7Oyy/V0QUHe6AcA0Ty1dFwo22mUIZaNjcykkhO9yceVWXzDX6t3kHxnbKp43uikDGaP3JHkBrSmQCMIAYMufKk8jOs0wnh1p4uphO2d3gscxj3K1356gZ1/v/v+37Ze7enYP8NDlceqLL774ox/9yBhKT09PT08mk7nrrrvKPfamTZtWrlwp8iWI6Pzzzz/33HMLdd6yZcsLL7xgNX7lK19hbCi+oIpysiX6aI9XKwOzsb0b+rGzoUE8m5BhmP2C4WRtxELeVC5SUIapLAERs1ZDE5YwLK4kiuyjohjU/lWCpeskCp4ZAgBkqAsIumFY1Kj1d7FoAXPZjmeRtnUphGqtNqM1yBAYABC5NMWd0ksVIAAAIABJREFUpoWqPXBCrsJTw6q/qCVHaQxKGhGBbDdMVW2VAMIlw/pvvuZSAPjd8jUrW1CxkkPXLdDoSEh1qr66r1QWyneUTDIbLRPWMlKtbpH2i7YgjMKRAaHqANLBSoBExCGMVOJAAClxDwBCS9TWfmNS8PGrh++a3V7o5nocI0iu/Y4fPz7P879+995Xml+tyqHL49Rx48ZdeumleksmkznuuOMuu+yyESNKZMJa2L9///LlyydPnnz55ZenUqlVq1a9/PLLo0ePnjx5cpGtrr322nQ6qmExpAg1f4A//suFnHOWxkXblvVPScnHbjhIKq4Ay1Ufb5M1+dauXiLOFWWsLxMCWUgVYV6NLPIQNrJQ6VU5rIK7EYEYogxWEhUNdSaOj8X25xUSfrWPF0zkn776cgB4eOmaP+6R1RXdAm+CRnKbsmoTwWehAkzICVIIIIvbRb8rBN2xCgV+ckmE30KQanBIrpHwG7pU1TWN8aI8u4Zc181XX3rJ3LB01KuPrOhKZYtF8xZoNF7RC/S0pkd1kqhQfcUbWOQIj6u+TKq+kfNVKb2a6qtoFQgZAUavRxS+AAgeRQYUcEZIiCT+BUgh8H7OhD1awzgnLMKsJW+Wx8Cxbt0yq2VIzVKeXAtsbW3lwP908hf6ef/rrW8M/NDlceqJJ574+c9/fty4cVZ7R0fH/v37x44dm3xX69evZ4xddtllohjTRRdd9O67765bt644p44dO3aIVJZwYv2CbZuW/rzhP5t6T6nhPPLbkemoA/2WWxZqW/et516lavKtWrWsoyEb5aRKzU0wZQSM6BMgYjs1LbaiJzWBltgjIRmPIOf30EW3zj4Z6vr01ZcrVnj9Nyu6IOvqXT6U3l2yo5ycHKSJaWc6midQ5GMhKlURv8pITST8yvsWrdK3MU8uSb294k7WkpPPGKovaBKuXBs1qhbUFgz5l/T+btUXJKEi6IQKBA3NOYa8b2yaAyIip/AtUb4cAocoZAnkfVF6r6VGAMC4l5r2zfFTTw4uhhSDxpE8Ybm3t7eO1dWxui+f8ue7e/b85/Zf7c3tG8ihy+PUl1566be//e29995rtT/22GNr1qwpq+bDzp07jzvuOEWQiDhp0qS33347n8/rlmgcnPMhZZ5aqH1sdB4isZGAcZVgp2VfiMAWJXlFhqHu6yKVh4ChF9UsRoiijwhW0huV0qv1R82EBR7RbRgwrKEAa6KxCl09dcpQrOByiIrzSdJobU4g6yhp9QjDJJbQQo0K8Zg17Rwc6bZWTbFXLXBtfrc4SNmjoAm/cXs0TCpFkAynCK+rruHBlWuEK+Thla9ERmqs4qBD9dUpFgw3qt1TsemAC+UrpVdXfWU2qhRXmGGkCtVX0ioh0mV707eceTkAPbTxxReP7xJz0FIo9AMiagYrI3mHAMARuKQZrGP+OPLARS3OO3UMoq2t7cCBAzU1Nccff3zxp2tbW5v1PpfJZDKZzCAPsPqoIGYlm8qePGzKP3z079Y0v/Jf795X8aGrE/fb399fFs/l8/nu7u4pU6bojU1NTUTU3t4+evToQhsuWLCgp6cnnU5PmjTpggsuKFdwPjTg5uSdAtokkbbBqqYIBYCOEdnfvvZSWJPv9TUdjfU2JwmWBVRMKSRg0GXe8OmJ4quFymxVkqlu15Lxjl8J5PB6sOHhZ1aH9W+fe6UbTSNV8p7BncUVYHPrkr+SeJwL6LxYeAfFjVfnYDgpI7VABaXws3vZaXWv6GCv/v4FAOhm9Y7NK4Z1kbWoscirGrNNNTNUEq17rRR1DUvXbaSGp42ECIg0rLXnljPnKVVm7faFvaPTAJBCMe+Qw2AF+U2PikJYV0n7MqvEtmpcxCMVK1eu3LhxI2OMc15XV3fllVfGawwoPPbYY7mckeZ77rnnzpo1a/CHWWVUlp+KgJlU5qIxF14y9uL7dzy4dO+zFewkKad2dXURUS6X45x3dhqRda2trWvXro0LwkUgigZbJfjFx97eXucm6XR62rRp48ePr6mp2bdv36ZNm3bu3HnTTTcNHz48+XEHG9kV4zhZxg1EbjaVdCEn1jZilAS5EiwZRqteWwYcOobVI5e6FkTBSrpXVQUr6V5V0vJnDK9q+HAyvKrECLgjADV6hpaDVR/iuvtWAMNultWDapPYoFYjEpJFpEUVYFWFR52x8KpGD9x9HID4eDuXxsm1loWqSw7OV2B3BSXJIJECYfpQrXMihM7aLIaBY5GGagY3ORojixZKqL6hrSlLJoFmicZLJoW2prmgCuWrkkkxI1X46RXXiogCUkaqIFQw50ciIiAMODKkgDMAYEhxg5UhBcAYQr9GlI5gJaBz75kx75Sr4NieYHXDhg0bN2684IILzjrrrN7e3meeeWbJkiU333xzQ0NDoU2mTp16xhlnqI9Feg5lDKSOUg3WAMBNE/9k3nFX/3L7PW+3bypv84T9brzxxq6uMJ/6k5/8pLWWMfaFL3yhrAPHITSHQjPHTZ8+ffr06WJ5xowZU6ZMWbhw4auvvhqvmG9J07fffvsAB5YQmeXjY4SqvVBHZo18h1e0qiuqwlptrAdewEZRJoXSbMWzDFGVzg8bRXkHRga/mtOpioqGxEh/rAPE+K94dJLcUDxee1hDdE7KTIn6uc4pHodkmq2F8i64VH31igEMgDDyqgpaPXXLmE+degUALNzy3JZpe9WuCv32UnsDIOTjauQQWDziN1Ly5fuQcSHUieiMqC6g5UBFrSBzgUtkBByBxqOKaMGVPONSfUl9NAVeofqqVdZCTPUNZ+3Vw4BDC1WbnUZYqIpN9VzdzlGZBRteFMLG795a1TGhjpF4aSTEMP/YMlgDwhTjAQFiyKxR4BJgDXDhZE3v679m+lV+gtV169aNGzfunHPOAYD6+vpLL710wYIFGzduLGJ6ZrPZ8ePHH8IxDgoGru9kUplMKvONaV9/r2vHf277VWs+aaHApJx6xx139PX1bd269bXXXvvMZz6j2hExm82eeeaZJ510UvLhCjeqZZKKjwm1+0mTJjU1Ne3e7cglOmQkasGpMaqprCwtwrZ1rLJ2JaHkXLD1W70xsoFUf+d0qhT9Gz+KNsZiI4mWXX0G8NZojsHce0Nzrobx3rG1Wge9EA8BAEOq2dd/7alXqCfsf+x7IBjrTh0WC9PfGXPtqVcSwJObl62b0lzGO6+l9EYaa9IdgJRVwwgyAAJgig50r2qZsAReXfUF801AV32NhdgmBbuZmxTJgHp+XN8rWxYjQtf4WtNsFWWWDDFfBSWxAo0ibNg+8WN1gtXW1tbOzs7TTjtNtTQ1NTU1Ne3cubO4nFvcvDkiUK15abKp7Izhp/7ozH9Ztm/FA+8/mGSTMuxUANiyZcv06dN1Tq0MNTU1jY2NLS1GEEFLSwtjLLmWW1NTU2jiucMCa3oTqRZGeqDugQMIjVQZrAQALoPGgm7EoPScYuhxiurpq0YCYghEMTsVEJCCMIgp7KMO7jJSdVva6hM529TMbtpjWtvQomhtAWON+t7VKwAQKCOV4GO7a28+4woAePitF1ZN7OSSb1QhHqUAm2852gydGlRLal8w/9QrFQG/tfuh3Oi03k1F/EZGqib8hnczsim1AxWwQQu2W9cg/vVIWIZQd6PGSiaZ8m8ZhfKNDcFVMql4qHaorlBHUwYx9I5IvykwUSoLVEl9w3iViTfEkKG0TXVZIj+u5sl3njvGJ1gVNditwjgjRozYs2dPka02b9785ptvcs5Hjhw5c+bMmTNnDu4oBwdVqKwugYC1rPbycZdePu7S/04wO03Z89JMmzat0rEZEFG+nZ2donxSf3//+++/P3HixFQqdHfl83nhVHdu3tLS0tzcXMTZflgQF34FHJmpuic1RAHKSQaSFFLETi1ovELpx7pzjG4j1dQ+3Xso6kmNPpotugI8rDl38xlReMvr7z2ZG512FoXghH1j009sfp5zzhAXbV0WTGVqVXyAulWjCFgIv/H+2YO9RNg+MiuHrA/XPOu42Auu66nsSNcVcqfNFC9DqB3RIcgbBqt8eTLNUFKsqW1LxlA11bdcxM4zYs0YJTuNV4KIVvWdbJ66f+v+BwGgY8GB8od1NKBQ2EoRU2TMmDETJkxobGzM5XKbN29+4YUX2traLrrookEfa7VRdW0izdIA8PmTbgkoKN4zEad2dHRwzkeMGCHidd07qqkpy5t95plnbt68eenSpZdcckkqlVqzZk0ulxO6v8Bzzz337rvvqkpJCxcuPPnkk5uammpqavbv37927VoAOPvss5MfcVDBnj/ecqaCLPPLtTo7qjKAMlIBlEFnPwTR9cQv9thCrWg+aiYpIXECmVEPBCQ8r8qrCmGwkpFUk+D5aBivDHVCNVyKsRa1oGo6uIOBo48mKVlsQSSn3gwnXBfBSsKrKiyYDSc3b9n7O4bUf0pKt7IdBuu4GkHAiPjklhW5k9JW3XylN8zZWf+50z8BAAve/OPzY/pMf6p6gyH7PmqXBZVo77zaillVNhQUyDeFYmUITVszcqOCK5HGsD51czZWKF+3dMtiU5EQFfKj/Fc0y3WI0UQPmqmqGa9a6iqoeWzUdWNAnJCPSQ0kVuXoQFnS97XXXquWzzjjjCeeeGLDhg2nn356XD785jfnFt/Vv/+7XfbuUKJa86daqE+Vdk0m4tQvfvGLBw8eXLFixcqVK6s1J/mIESOuvvrq559//qGHHgKA2trayy+//LjjjivUv7e3d/ny5epjU1PTpZdeOmHChORHHEQ8d4J4oOmcqpdPAs1yVSUJZWALGt/5AuZsMVg2kGV9imWGQBTG/arp3gAQgTMIp1MFdLghLOFXjdGyUE1CVcPQnrmotjXt2gJnqGjGNl7DJ3DHyPoFG17kPEDEh99+qev4WiRQFQMsr6qg1b6xNSx2QOdvb8PJzZv2PkwEuclpohQnEJGo+mxu9Qd7P3f6Jy65WEjEsGbT4o5GmQATj6KOrieExKjLGMqlDca/YTaUc1/JyxCCQ/UleV/0Qvk6oZLBrI5C+ZU9sojkWxRKWg0rThq0ylVJ/LgCLGPTTAUYQHOsquscFv14/nh++a5KhnuEo1DYSsKYFcbYzJkzd+/evXfv3jinHl7KLIlq+VMrQCJOveOOO0TS0vTp07/1rW85+4wZM6bcY5944om33XZbc3MzEY0aNUqpvgJXX321/vGGG27o7e3t7OzM5/PZbHZIpdAA2BaqAGk8GvlQw3XG5gUzGuMfXSB0P+IcOjCaRg9DCMIc1tAaFChgNlk7DxtjIh3pjOvaQ6EvfGNXFzBob3RUXyIClLK1sGOWje9du/UZRN4zoTY+14y0XMNrED6LpSHrPLp+7/LCxDF0YCPi11wV05wxduMG8Bs3hGJlvJKpNTuNV9JsUzC0ZUNRUKvUjTMXKjBGHWdBrmClAq8fznCksB3IUoBFoQ9LATbu8nMnwBUfDmj0RyBGjhwJAPGwFdGeBOKZzPmR540+jPpEIk5VyTMTJ06cOHFiFQ/PGEtOxnV1dUOzMKHuPVXmqV4+KVxllk8CZaTGb39RWo0cokWgPdMJw6L5JCsogbKHADCFFMTmsQl3Yhup6vmrzJqIUE3VN7KEnE9ncDyjr+T885deDgD3v7x6SUrzp0rbFADCeTeJgIAIO5rqUowDAcpcGmHNIMnadVIBjm6Eq6CSQLzyg55hbEUndY7KPPhmmAfy4FurOsfUQRCzQWV1jvhNMS6CdG9H7zoF/KluFEpI1VXfcgvlW3dH8XQoR5Bc1vuIdzdpiWo9w6sg6iNJszwyVQsowJoxGinA4kiWAixOmIABBM7yHeKbcKyhsbFx5MiR27dvP//880UQ7/79+zs6Oj760Y+KDkTU19dXU1Nj2TMK27ZtA4AiRXiGLKrtTi0DZfhTS+yoTH/q0QRpjEZsqqDM03j5JHMfpZ6fAzd65FNL0SeBlhMZfoybV7EjOm1Qp+qrxl7YYFXMOqy76/NXXG4UOhZSasQtsXlphBGm5aqGgjuCmN4kFTdx0J4vyMmveuR2ZJ7GLsyKCblXti4GwPYxmRJzyztrXsQp1oQS5EFamaXfpcCl+sZea0zbFA2DdfAQadx6pFw4Zut9Ts6Sa4YjKT9r7EJwEaqk26ku6ehYw7nnnvvss8+uXLny7LPP7unpWbZsWX19vcquOXjw4MMPP6wqJW3atOngwYMTJ05saGjI5XKbNm3asmXLpEmTKtAgDzuGuvb7xS9+cf/+/cX7lOtPPWqQX3qSWFBUqhXTQT0zlZvlk0JBWD2s4wFKZYnAMTZ0CMLysRU+oJVXVQUriYd4gaAGWyoEV1wSGB10c4di3ZRv0/bXUjjKsMZ/ZCQhEEjbRlBnOFOYfAQr8wVjXlX3S2ERTtULJ2lVmhXFIhF2jswQgSrQYVw5ebUb27shgA75xikuAsZ6FhLwDchXInUHlYUKMdWXUioiKcqQ0UogiZG4I+GqDSQ1b7tmltpe1XDSNwJE/eZykDUfXOFL4r6mRBxerNS+upXB0pPSV+04BKc6pDBt2rTOzs61a9e+9dZbADBixIhrrrmmkNpXU1OzefPm9evXi4+MsRkzZhyJQb8waDFK/TzIU399qphcmtSfWijcV+FIfJcZOPJLT4pTqYzyNZlVJapKWnUFKMUOUA6tJnwshxDMKp9JYbASQVinEEzh14waDVEkLkmMx5J5dTkxZqd2NDTcvzqsFbxg7csd2XqgUOoNT1xqvxjqh6BiWxBCmVeFtIhgJWG2Cq8qk5WVik9TI6+kmGPVLpwUKcDa25IK5CZ1gZS2D/DxLrh19hUAcP8rq5em7Fcf93uP9q9QTcPQYTP6196OAAAy0IUEOWiICiTFC+Ufyjf4yGIOXxxMQ7WYAixuK4R8iRGthlcneoXSLVqlAKs4QS61ouCZyZlPvHcIT35I4Oyzz545c2ZLS0tNTc2oUaP0VWPGjPnqV7+qPk6dOvWUU07p6Ojo6elhjDU1NRUvuD+kUW3xl4B6g/zi3Ws/efz5xXuW50/1sKB+rvJjxKOglU+iGO8WTOUr+VXQvKRleVWjrZw9GUJA4SYAGegCwBw0qBZjM4wIVa2yjFRDciw0NnPVs4hrVq6gFHQ0ZNW4o+nozAqFJCeoAamNcgB0q4JhdKiaWjWuAMt9lna6CYNVlfLQNQZ9LgTR0tjefet50cx9q19c3pGV4VcyNjhklzLehsTm8q2IpPlG0eS1jz6zetUHkQFqO0cPGWxFV9njpbVfkLfVUoDF3bQUYM2iJYa2Lwa03+Ognu6QRTqdTliPHRGHDx8+1CJAK0B17dSu/ty2zl0/2PjAvlxrdTjVoxCs32qcXMFwzkn7VSqZMkDJkj5NIow9CDRvmbMyfZlQvIthENOsyfTpT14BAI8uXr16h/FoDgcrH2ZuHsWYPYT2873QqDuyWRLRErp5Gl6lUBAOI5FkALCso6YCfUEFKymvqgpWEkfhYbquDW7Sse5Jjau+ALKUh1a3WZ8LQQ5b7U2+Wek2uqkA65p89K+0TYv7UzNgTl77X8u7MRsPyT40iOY/kOaoQHgukUEqTVWItF9lqobBdKYCrBrRNF41ixYYGuYpxKQjj6Me1brXPUFfT9D7zxsffKV5c8JNKuHU/fv3P/fcc9u3b8/n82PHjp01a9Z5551XwX6OAhRhUzJ/0lGsr7Y2QvEnX/LnYnLD1Oojt8pA16c/GT2a37hneTdkI9XXslad/1rjicm8pUZjdrNsF5lRI/hMmS8keUdA2qahV1UGMQEAiBIB+gF57PLqd43Mad30/KiSp9LRmP3t2lXhzH2vvtzRUB9VsKqM65T1D9Kf6sJhrnBL2gnqtIoAoNGm5VjVadV0rJomKSgFWN1xZbxKrhU9jZ+k+Nix6JTGedsO7eU4OrFu3TKrZUjNUj5wO7WfeA2y+7Y/87v3V5S1Ydmc+tRTT/30pz/t6+sTc9W2tbUtWLBg1qxZ//iP/5jNOtIKj2J0L55SiEqdLZFZYwrCcnWJj8YjNDJVyx52ItFY9AxtQMNCBflAjyxOM3Ap3m6QcZxZQ58hRGKyFmgDyugBI6MmjKWSiUkYTmASBq0I21T3qqqkCx5jM+uVVn9P0hNSddVXlxzUPdUc5KHZCgRL62H1y8uBQ0c2KwpuWLZp/N/IaZoko0YyUzeLJq99bOnLPXA4fowU+UOlwCDadWkXtcZQBFY+Ur1nSK5S2DfDkYwpayyLVuxJp1K5DADQ+tTUsX+6HY75eVUHiCHFoHEM8K2yO+h9cd+b//zWgwWL0hRGeZy6ZcuWH/3oR7Nmzfra1742ZcoUAOjp6XnyySd//vOf33333X/7t39b7uEHA8uWRS9Q8ZngqoWup08GKkqlEP6Y9acwhHKlFFItgcL+WGwASLH+ch82ZcatosLP6Rw2PLLYeDQbfCk3t4kzLu3Kf7P93YDQmWqIn65ijEgdtN8kJNlGT2G0tN/wqSsrwYZzvYXGUKQAqyey02VqVepQjXpCqhFopusQhQlVoGNYPQQYvhWpFywEBBjW04UBdGYaSqgJIsBHE4ed343VO/GNe1cgQQ9kD4MDlYxvWhSzjUq6V2RpaL/iboZtmhGreoLGl1pEU/guFVeAw+FoNUEhCgDG2R9kP/P7v4D+Y3pe1aMeFdfQ7+rPfdhz4AcbH3i/a19leyiPU1euXDl69Oh/+qd/UvFg9fX1n/nMZ9ra2h599NEhwqmDx6M6SrIpKPqUcKYwlnifKsmyzs0rMF61jVZ/gG/8egUAlGfruDJq5jYFn7vsUgB4cOWa5Z2SzkobXwVGBtJJKbRfpf4ZT2oMg5ViPyvlhCt4qGQ+GFUVCxStAhinnezV9nIMPv/xywBgwR/XPN+Hug+1MnGYEHroMLBpZGnq9qigTJ1W1atTTPu1aVUqxKApw0IBluRqKMBadQj50uWKaSDA+gO9n5n5yUuO+XlVj3pUEI/Wy/N53v/Dtx9auW/DQA5dHqfm8/kpU6bEA6w/8pGP5PP5gYzjiENxKoWYhEi6sVUkhYZiD9OSntcEz98kXlWRMy92aLFpeCqirKrTSHVpmNl81+cuu0y5Zl95YmUXC63eKLiKtGNgRJD2KesSotR+Q5+b7oSTD2XJrGriAFmPUHrmUBMJFWJ1OSJPauRSNV6YJKdr/zrul94uPzZ2GTUuXl68srPWfINRV7XoaxPJ0oviBEj/MlAY5QyCywTrhbK1ZLrQlpdCrNxQ9YyyR7U+aPVHSaugcadD+1Wr5JuHpv2GOj8Y2m/YqCvAWsSvUoARSLdoneapWBWQHgw8MH3QYwgj+a2tqakJiBPQgzuW37v9mYEfujxOPfvss5966qmOjo7Gxka9/dVXXz333HMHPpojDla4Sty9Gs9VTbLbEnn48ad2BaZJASaOH9ki1IKD0uw0x9rIqwzRQqG9xVYVz6gxigaYwUqij+51i8wdDaZmGDUqTypp+TNg3VD1kqRH/MbPyDp38+JU4LaBeKKqeCsqwsSDBNM8jdzjqCnAYPbRzFM9uyZKkbJ6yvujmaRR1d+Q/WXRfJ1NQSNUAOgZXfe7N1/gAUd+7M6reiwgedzvqFGjeoLeb732i60d1ZlooTxOPf/886+88spvfvObt99++6mnnprJZPbs2fPUU0+tWbPmhz/8oZqWL51OH9FzxJdE61NTgYpRqf4GrGjV5XuTKC7qWgFK8f5xSTlh9qq1le5sJLsnyT1b/zr2gwAA3bXDHly+RrhmH3rxle6aAkqyZFAsTixC9Q2fsiBmUYtOUpd/ZbCS8qSCnNRa9I3HBMbvFwDonlQ7IRUi7pRxU+a10MnVPCsx5M5swwMvhX7rB1e90pnJGlWQ9LEV1xj0NwgKX33U17HIdlWBccssWpWGp0GrUhRW90v10mlVvCtZtKrPBCeOrdd8EHdN3GLLNo1aCADgheN6Xn13ERA2LvABwEctknPqwYMHh9XU/8e5X1+xb/2/vvW7gR+6PE5dtmzZo48+CgDf/e53rVW33nqrWv7Zz352xhlnDHxwQxMtT4WzssciDEH/qDqEAUrq4V/oQRf3tpb4WOpLY7FwEpZlBfepE2pc6XWpwUgIK9v+f/bePDCO4soffzUzkubQyJYPbGNshA/AxBc+sI3BlyRfeIEfOcC2gJiYOAvZLwTIsSFhv8k3QDbZZEMS2CTfbAg/8EVYMAZLsiVZp63LN8Y2WNhgbOFDvjTTujX1/aO7q+vqnu6Z0WX84oju6qrq6q6e96nPq1evXLs2lQOAkuJn6tJIr65rhYYhDmF1Y6+qZDGZw1NX1NATc7qZk5tVVdkqqc0imhI9VOIXpBI1rRl7Vb9f45/5i2PwVfUvK4qg6qIyFIGw/nLM4JPrO2bmFVOwSszn6rmrCwe2SH1eHQpBXfaiskUaXBnbr24BxppJF4C3/QLWk0m36SBqYQFWh01Ij7tEukliBMYIAJT+KRGMQm/fcu19h7rsDV2VnhT7w8nOzk4A8LtTsoZMWTxs2ssfb37r87i2sXOGqaNHj169enXUbL1lW9OuFGHSVEsXQylRZQx9zZWyfVfL06iCkMUtzS7EqZeVJAMwmJtFNVHKIYq1WWNjgQ1bVFvlQmZVSdQlpFMZMZoSXZExCy67CmTAJCWptp8o7PWjiL1+1F1/QXgBiHqZmLbQx2JQtiesw5Fg++VmT3VXJTEnBavkL1at9Hoe1bAPYGUB1h/X9KfHTcFcDQERv+TnvypNX7x4VTe3RCoxdG6Syw0Aj4xe/MD18174cP2eizH6hDvD1IyMjIyMjNjudGXIhfduBOslNMLvVjX2Gn3Md3Y0o67Mcmh26lhoJWgi/B0E7yTtAJi/EkbLVcNpfNVgSJsJtXRkaEuD9KheM9SKGoaqMstVVQsw8U4ijekUfnWY1cKq1VfbjVyfqKPXpAIdtFmzhjNPhCgTuUFBrbuH+aDiAAAgAElEQVQMmWZgTN3IWL2KqU4kbl70aSIFkzsasIr03mNglbQACx3LQKaWj4FVw2+K+gnYsACLll7ZKlVqMHRVYpVegp1mEvOH73en+N0pP5/48NHQqec/XN/QetlpDVdjEzoTqZlXNp9KqIJhLTSW1nDanAVOcUeaqJOppqpTVNAipaM2qBGuySo0EXaGVaNLEtwVq6RAVAK0YilswKrGY0y8Wph1NWQaVRYTWBXOU0lckEqvhtJN+ohn/iq+UnZm46+9MRBGkNqqAIamJHbzRHF9qmj1RcZLI1bZRIlRIWZPkW4KBpVUyv1+qV2G1I7QDQeg2X65yEpqQTqyEtKCf/AWYM07yQmUXvX5vbIlTiNEqsc3uf/oN2b9MLe+5vcfb3JU1jGmnjt37h//+MfHH3988eJF2hn9xhtv/MlPfuK0tj4nUYkpWPx6aZNdfD/pxPIPfcQv3sY0c1Qaau/G5mUtLrGtIeEdjGDrFKwyeTWlz+yyqYrU71csqx8zS2gsmye2N3rfzfN2rMieBwAbyqpLG10AGnYyBbkxCqY6UcdRziwcr1BDFh1N9dALrEWXhVUbVmKNsWpWX3rpKrH9Mv2ri2EBpiIXgjmgGo+idR868Y8JI78e12LEq9I7Jf4xE0LI605eNnzmPw2f+buP3tlSX22zoDNMbWhoWL169eXLl8eNG3fttdfSl2zue9Cn5dy7N0WFUqDshEY6lo2bRLbKnbJzsZIMFqdERGTiuAsxSVpgmJTsUuDKWoPZPa6FzGxNgrcvoVkWjsCE7lOmQpbNGGHtMEadlC5mOCupj7oPv7CYnaUz/tJWX9m7Mwy/0UwFtARalBVZ88ii3l3vlikevw4/KmRp+MpMnVI4yvNUsD1AMRMd1oz7cLBKtwEx+TlY1YPmU7CKGVileC0msEpzfazfgLYARziPXx1NpT9JahYmjndyVXq3JMq2n+zyAMBjY/9pRcb85z9cf+jyZ1GLOMPUwsLC5ubm11577frrr4+xjX1ZrC29rIcL0Je0Yzm+URIneXX+GUlx1CZhtSW2Sa0BAHZEBwnDP4kx/DKchixIZU8BAPznWwGgaaC2wzDNVn0NbRggnO7TqhenS7kW2RziqBftzXQSOxCWxiOkWsTwUf3AuAsZRVH4pKVhLSvSXyYmFnjMVsg9HeIv0aZg65xSCotZ2688shLFR/XYk1qKBTe1AFSM0WcbJ15//wHx5V+VPi2JdUALeLwBj/dXk1cfuHQ8amZnmHrp0qWxY8d+2QA1aZALAD7/vzcBZVkCa2KqXwCA1AstGCCU5gfQmQ0t7Ckf7YG/yqRIVjRKNTXi0zGBX9mHZ4uwIvBHFAzQlBQw5ko55sq1AaLAKkOw2BSh9eoqGqCjFPJ2RTasHVCRflXaescp7wMTFgHAmx9WlA1rAqrj7qz3PjBhIQBsOLijeEirPguu/U292IwjKJQuLLfF5geiIOmzgeINrK/QFvVu3FEbTjbWrWKkT0oSPgo0ZTRO1QNgeWps8wUG6nFU1TgwqCr9oRlUlb3Cmh9oWBW2rNFIrWQnOBLcg+tZcerUDErJcW+Wzs7O1tbWL9veJAmRrujbVI9v5sBxLZE262zOMHXixIl5eXnt7e19eP93hzJh+eh7v30XAGw4XFE6tAUEKAVzmxLGaMFZz4pJCwBg3YEdhQM66PyGODoVJDZPYKnTkP0wEbMHdd6fOR8A3iyuLruAwCCjlEUSUQZhDmuJ87CI9rqNjydeQOlyozWawZCYf4HlPIELzS6ElQFe0KFULZl6vvWBCQvn3KHFfd31Sa6Snqxq5MCFlgcmZOuXoObjvFB/L9HFC855VkxaCgDr9u8sSO8QXqv2hKKjmX0pbnbtyi0HDIrHr1l66flU235JXPc69VfSwA5JYJWMWohNl59YJfmBmlg1LlA5GSIrsf1ypggCq0BZgM2glCRKoZScqoPmXrJNTVNTU0FBQXV19cGDBy9duoQxTkpKGjFixOTJkxcsWDBp0qSebmDfkC5aKOVCyO9Osc7jDFNnzZp12223Pf/8848//vjgwYPjaFsXSgL3pUka5Lr323fNmXsnAGAXrj2ap6SngICmYAKoqRebV0xaSmK6Vh/a1hj0ye8UdW6VEgnyRYVh8QOTaVib36G/Q7k/0wjku+vNUiZGkjUZjUHM0YBemypGJZx/JmnFxAUAsOFgRfGQVkJ3gK0OYxzBEvODeomeT+U6tPKDglA/bzyPZWZmDyf7AUvsEJzbEeOXpKeQU8xUaUL6o7dSPvYyM/PyNnyZ7VeyZQ1lWqBtv1pECGrLGrExhMKCE25KThc0eFb+47sAPb9NTTgcfu211959992WlpYRI0ZMmTKlf//+KSkpjY2NZ8+e3bZt29tvv52RkbF69eq5c+f2YDv7hPSgX7czTEUIfeMb33jmmWfuu+8+v99Ps9VbbrnlV7/6VaKbF4t00b40qhe/xSgYhJ8xrRD5gN3RjMDW622iol9UxinlqXaLUwXV52K8kygyqv2VLmk1bRl1IGpnMTvWXg4yKC5CgAMXW1ZMpILUf5ynDEgB0IhOON23/mCFFjfx8M7wNV5SNjzAt/7gjkgEI4Q2HtoZHpQC1IJU7sHpJwlebgIMoWDAAR1ElB2eInnMBCoCQBBoUxAGxRPAavRBLbP+8i3twByvjS6sFxHQBwm0ACM5heVsv2Y7wRGqqqZL0NQGsgYutqycvJh8JD24Tc2lS5dycnLS09NXr16dnZ2dnp7OZcAYf/jhh1u3bv3FL35RXV39gx/8oEfaSaSX70neg+uPnWHqiRMnHnvsMbfbPX/+/P79+9NBfYcPH57otvW8tDdE3v3Llkgkgjxo46HK8BBVKWtXBQd9nqqG+vvXHdihxXQ9WBka4AVHP1hLDcibfCUDeIvCUe5lDdlNnsDG7Vqs2n+U1pJISaJY1ePom7fmWBgFLzUBgJIuZ40a8BPdDwgBLh3SuqsuHwCUaxjbAwAUX9NaezQfAEKDvQagqh26X+vQ9QerQv3UqwAACy+jnKnZALB2T+VWX0yDZCkbRwAY5qR2LL9rHgBsLK0uveQCg7CqCGHExGCcgc1Oo31Xdl2N6EvSSqxzyutEFN3WM9Lz5XQFRgB9x2gq6tye3aYGIfTEE09kZma6XNIdfgEhNH78+PHjx69atWrPnj3d3DxRehWCitJneGphYaHH43njjTcGDhzYRQ3qbXJg/SdHCl45+8vRoWtSpL9VEH+uVIaiAe3Vh7cBoNAATd0jpM0jqsNvQ6QqNQqX5cirVfFAhwIRaPL45TgnSzQzMmME5Rdcu/9RBgBNHj/olFdORoW/zvx7TdpG5UFZF1HOlMUAsO7AzsIB7epMXLi/b90BjYlu+LAypDNRtVKV4IQpDOaGSqH+XjUvsxQKQ+HAjurDBTiCQv29ENF6MPVSU86UhYTu7Ny1PRyrXwlhqOprRBgCrcryJcbqmtp3ypQkP7tORp8mJswVtFNuwpU5BfB3KBhBU7IeWYKmmeyObTQDlq+rAaCpKj+rSq+rYVonobBk23kuaKFeEb9pOd1r1mZeoKBULRjq51+rD5J6dpuafv36TZ061QxQaRkwYEBWVlY3NKlPS5/hqer+qV8eQFWlrSHS2M9r/PxNLL0SrAUEAKF+PsyBnyEYEK1EKVGtexzQSnGXKySD4TmpHcuXzQOAjSXVZZeo363ZcI63a1LepLoY8Kz9lcKyUY/EIGzx5dO3s3pkFLys0HhWfWhbqJ9XVb7bB7XXHNkKCMKDvIjtFLFe6bJFJhIhgBpmsjHNC9oGcKA/GKKKqPZY1WsKgiEFAEJ+NiKS/IkxIjPClBGYt7ST8YqOU0BDlYqvNszCd6ZrXmYbS6rLLtGxIviDrrIAR9uyhrb9GhOrLKwavRmVp1J0Vn9lgDEU9O+sOlgIGIWWpI1eH7WXulBefvnlo0ePLl26dNGiRaLt96o4ki7iqaH2VheCgMfKTckZpk6dOnXz5s1NTU1fXvduE0CVZWRGxASgKN0iMZBpulis1gxdbLDbQJuy/C6D6Oz+nzKFuBQhRmFb3E40G5oCqgUZpYtYC7KRTWIMpFQ3Bgwo3N+rtUd1x2UWRGopZl1JB3kAduSrhXoAUME11M//xp6dKt1Zt686lOpTq8puwTl3ZALA2pqqAuufGoVOmB7BYFBSAuvLjC3zOEu7YSWlYDiqWdjfzniZ7f6fsjCplpBUdkQlMQjTlziR5ZTn4XJqp8xnzURWktZjA03B/JcYSjPxHOxemT59+oEDB15++eU//elPs2bNuuuuu2bNmuV2u3u6XX1UEsxTmzralI7WH+7e9MrMB6xzOsPUKVOmLF269Ec/+tGaNWsyMjJoHyWE0JW6wObEmxMsoNSMnnIjYmB/0vwOMQRCpFDKpqsMCGt7azGZGYcXmWCMseAipCtlAV85ZUcjpXGAmHT6KmFUwooa3hRsWIyxHE3NdXSon/+NfRqerf+gKpTugwhgBEhdu4oRctHaWXtBxEOY9fLlIJp6cGKop0m35miGAMO2IK7cux0wCgV8gAFhFGxsypmVSQh0VUVJyCcbiVIgisFon9EAgFLFteu9coRBSfKL3FAKqwACstI9yHFfLDgMUTzYIKQW62o4qkpxTuDy03njsAAHLzYBMoJySJCVg1Lj4c2HuT0qixcvXrRo0d69e3Nzc0tLSysqKgYMGLBw4cK77rrrS75zSQySwL2DOyIRj8v1h8Mlf6+rtJPf8f6pGzZsAIDvfOc73KUJEya88sorjmrrKyILK8heEuyK1j9j9jcsrgEBAJAahMlkm6SRFJ6ylYCSHNhQqhOdcp3oWHJQQxezVTEmWT2bBGhtiLGnSWxCoWxBWqT6gyIACPVPAUy1XXcKBZWhUgVJn+r7iCGmZnKo9hcLqLo7DHBFQql+wCa9Q0yl7PCA8cVBJmURIACFrK6hc5rDqkSoS02ewMZi3cusrFZRg/XH1hcU3TQiJmIWm7VxArVcVVqJRYtJRgwIwYJznpWTlwLA+g92FA1s0y8xP0aSXz+SjHTF32nPCkJoypQpU6ZMeeqpp7Zv356Xl7dhw4YNGzaMGzdu6dKl2dnZgUD0SYSrAlKlHZMoHW0F9Yf/dbeDMPoJ2z91yJAhjqrqSyLXkrbQVH5q1t8qY9OIKH1/jZTyrFQnFjTQYiRJLA3pe4Mn+XUw4R+QNIrS8ibMVQalpt+wQEmBhHoQOJOVYAg2NgGCUD+/pp+pdjWmeUnLsfH0esgdqoPUHEaUO8HSzuGrBqhsb6ophKRqNegHasCHUKr/jdpKzSC8uyYU8Kn3DCoKikDIHyCLf3h7Lxg9on9VGr5IsNOSrTIWCHbyseyia/dbZYBA8fixS8uvFRc2FOJOgcyFc51LXhvds9L+1WknSGdV9UN6VpXMrXILYKoObQ33N9wdovwSRW4qGeb2vPj9/mXLli1btuzUqVN5eXn5+fm/+c1v/vjHPz711FNLly7t6dZ9KSTc3vqZcv77tW8fD593VPDq/qnRRT7kic2+xP+kEfkjTGFRf1lOyUTVofKrEQ0EKzFFdPjKBM8jFlzZPEYqZz+UK1AzDcs+oPySTLKbcc7MLABYu7tyayo2noQabXCRf4i1EIDzsTY6Tn1fpjxVB1S+f2lA1f5pb16LoIQBMBSkQFVlKQCEfJqJMqsjkjNvAQCsq6oqBKTBkpSqElIrRHJIbVUAQEnWF8JKYRWANnMYdmCqciU5wKWYAiow/UsPifirauB6th5hFEUXx+S+anHjGDBCAEjbdVw6maqvEtY6C6L9Ek2vAgCgo69OG7tql+Q2PSfDhw9/5JFHvvKVr/zud7+rr68/depUT7eob0g8PLWls721s+PZPZuLvjgSQ/GE7Z964cKFAQMGJKq2Xi1mI2KTIbB5Boo10KJSVfGb4PQvk1+y7oWxKwLLbMDQwsAQU0l76DxybipNlAqtkZ1IMNSUM9uYm9y5e3so6OMJDXmdJAoPqDqbCcBDXHj1gnI0BQpQ9XOxf4G7BNwlfXoVMCBAwbCSM9cIQ1FdXBLysqhGGxvYY0K95wY6li+dB+pOcCGXCKtgRnkt3nrUkY0UPi1Sot7Fzl+mrD5gQaCke8kq4Q0HK8MDvMABqvkvkTuN8kvsafn0009zc3O3bdt2/vx5r9e7ZMmSzMzMnm6UJvn5r0rTe8le5bGtpYlgHAH8fz/e8cqR0phvHS+mKopSWFiYm5vr8XhefvnlOGvrnWIx5EkMmhqQJsyt6itqMPGuIRUgbPyfTlfJDYu+NNHRcxi35q2+3OPSeTh8sZHIizkfshnmRw2arxFRA1YR/YowMQAjYmQkDTBaRpNX7kdIOk7CcghJBUJS9SoISeUfmn8dfIQBur8QGPZrYDor0MasVd31bpkxO051rgRZLfGC7ji51TcaoOrHBunkSaotKKW4LE1SdaoKoE2Tq6uEASA0wAsyehp13pT5JVIjoaP/PW3st3qYqoZCocLCwry8vMOHDwPA+PHjV69enZmZ6fP1Cv9kVXoJdppJDD5K4Y7WnWc++eHuTS2d7fHcOkZMxRjv3bt3y5YtpaWlra2tgwcP/sY3vhFPO/qcWBmRrH/Vws+YOWVzyRUhcpBftRULZkA9M42yIm2la2aexpybSlHWtpjlDwWpucm91aFUVrloD6JtXMLVSDnTYqA6Qho9lvU8Yh6DHR5RgErawB/wHR0KBNZWa55B62tqQj6yMSrFULVZQwZi1ZETz7WoRUAiJIPYm9Z9YQKc4l9+LpwbElncRQBOTBdhAZUrKi6kIZGWxS6zO5Mq+yUGLzclDXL1SDz9SCRSU1OTl5dXXl7e3t4+cODAlStXLl26dOTIkd3fmD4vtlWP3+9XOlpPNzd+f9fbhy+djv/OjjH19OnTubm5eXl5p0+fBoAxY8Y88cQTkyZNQtLpjitC5P4LjrkpML9hwUgIbC6Wrar1CJ5KJC4ECFqIqDyOeoqB18GUtho3MUHNKFBK1yP9OliKI8zMMf8KfFBVWwIAjUEq/oYBIOoZiUWAQNf+9PQqfXO5CZp6eCuqCoShGuAq2YtG6OsCF6ouKwUMIb9ffbGBZgVhCPt0z1uVYuvrpAjEqHQ77A2sL9d3gqPWqsp7E4zujiICoGI2xSCvQAWdQJa0VSii4S5JZ6ZOmb+IRlm1OuorlO1lpB9a/hijjmsXhiBnWjb8I6tH4un/6le/2rJli8fjmT179tKlS2fOnGknrNJVkYp9mur3+wOelLc+3ZsQQAX7mNra2lpaWrply5a9e/cihKZNm/btb3978+bN11xzzeTJkxPSlN4rJmrJmX0JoqGpSFg1dSNfUcPNkGmJEtyV45kA2RIJEF8YYBWfPbZqeipK1JwYACAU8IHG2Gi9qo049DO1LxhkpSGWqlMyDpSTHrFDBUAljdRTDH9gBIxBOOQ3ltxkQufK7PkAsG5ndRFGvAmB9k7SL5U0uXa9r7lwk8wSIwQYRWwJNZRhrL5SHyXJMWZSpIAKFn8ZkqqxUqwuMdaOtYER4r8PqWnBnLzKfm4qQ21sypmW3YPx9K+99tp/+Zd/WbRoUb9+/brzvlek2HfkbmhoAIDvjpv3yNhZP9q9aefZY3He2ham1tTUPPfcc4qi3HDDDd/5zncWLlw4aNAgAMjPz4/z9l0hCdzrDQA+ef1WGzNRDgHV3DxI/mJk4qZE56fTTUgXEmfXaOaKjWxcIglnuKG0ujTkYh7FOaBKnoI9Fp81GFYwwqGgZEGetvoCqGeR4QcxGJqF4KEzCNcYQLWiOFhrEn1qXOVbbhynNikrMymXpYLSsNdvZ045nKJn4/oUhL62LSLvFLtJXAElB1QzsWX11Z7HosvMH0DIYHN0y2YGfUzWndLZ2ZmTk2OTmH6pdrCOVZx8/QABT3LAk/yft33948tnfrD7nS+aLsd8Y1uYevbsWUVRbrnllu9+97sTJkyI+WbdIwne683Sdmbtmg8gx0tTbkprZ6A0JmIykOoxgBZQiSasgBHSIxxSupUmrkZt7K1AJzqBNmX5PN4XJhYoNYNM85eqKves9kjOnAUAsLa2alsS8KMGslWYkcxl0EYHKigisupXvB0Gca7SxAJBvUfyl+syowr9Evf2yVW+GZQXD/GwIlSVKkSOU1sUAFBShDGHTXuvKFQP2rH6YsR2OvfX2upr5NSPGTquwyplYJB2n/HQwi+RSTQej1yj/yIACKX539hd2VPx9M+dO/fMM8888sgjc+fOtYhH2NDQ8Oabb546der555/vzub1PYlpUJSW5J06cOT7mY9tOrH//+zPje3OtjB12rRpX/3qVwsKCh577LHhw4erMbSGDRsW2y2vGInihQQmP2AA/ip1ygOqVCwWzwiEleGgOisF2kjIqmrOpAz6mN0KUKX81YzUWoieJ6gwa04qd5aEUn2AEYARvZY50P7qT8iqZgAjdABzN3K7iy0AEOrvo1Vw8FIzAIT6+XmKY7wXYWAkU+tGBuE07A+srdRcljZU14a9fkmnI76DVJnn61i+aB4AbCivLlFczIiCzWlXZIBq/LUqKJBUCakVCTtbOdOPDhm2FTGlbxZ9gLstgCt3FQPA0PXdPZk6aNCghQsX/vKXv/zP//zP+fPnT5w4ccyYMeqe5KFQ6MyZM4cPH66qqtq9e7fqwtLNzetzErOhASHk9yR/LePWb2RM/cWB3I3HdzutwRamDh069Mknn3z88cfLyspyc3NfffXVv/3tbxMnTjx37lz//v2dN7sviZ3oZQ7Q1NzYi8wvkYrFqA7qJQwCmlKJUqckC08lDBCm4rZvrKgNJ/s5JSiZUQNGUcoTqSZaGYcpMVbOcCMAbJBVCVtlYBUI6QlebgKAUD8/6NFnsy+6cqYsBIC1+3ZuS9OoSfYlpCXurdyqJvL9QkV7kLeb+quniMhShF0128sAIOz1A0Bqi4IiEPYFgHgqYa0rgXoBgVZl+UJq97f3y4y5VSLC6CqqWMybmpJUE0CV/yUklf7kQP8QeUBVx6kGQ43qUwbSXyIIfUcfCz+6UNAHGIZK7tS14vF4HnrooWXLlr3zzjvvv//+O++8w2VACE2dOvXnP//5nDlzrmCH0MRJXK8o2eUBgGfGZ68eO/uHu9/Zc/5z+2Ud+P0mJSVlZmZmZmaeO3dOdf2tr68/d+5ca2trdnb27bfffkWa+HHECcMSf71SNGWvIvNLPBmi76YXYhZLEOjVVBX1IJLmyhNVUeO2gxqAia5HpnPpKuSJNGuxEAQAEAoE1tZoBG7drhrVNUm3/2HtWFPFiPFXotkqUycCgOxLQJByW79OAAheZvc93VcYSvPxiXuLtH1LGHJjACrj7ot1uAUN9aMYJwDUwPoIwwJX58qF8wFg/c7qojYNUQztaWK8VgcL8vGejS9XsriZR00rQJWb+s2svvRL4Fgp5vZrJbUhHVitBrWSBxbhk0+0Gt3W/ddtY/65JtrtEi8DBgz41re+tWrVqmPHjh06dKihoaG1tbVfv34jRoyYNGlSWlpa9zfJTPbtK+ZSetcu5bHyVFpSPSmpnpT/mrVi/4WTP9z1zsW2JjulYlmfOnjw4Icffvihhx7av3//li1bSkpKSktLp0yZ8tJLL8VQW2+Wo69OtZErdm4KIj3lqhJOzeYFTXkJSad4ntQpiU8k4QytVVk0bgoioIoVCgyuwIOqdpRi1deXaapGUYFtKrmTAau01la9Oqdkc/BJG4ikbilGov7fYGMTYBQKkkUsVO/H8TMONCsrs+cb/krbSsMpfqC7m+pfxRtYX6FbEXbWhpOpbdocCm+lFqlq1EpZuAXzMIRadsxaFzhYZVpjwKqNRzEf1zKJsq85Efo3geJyucaMGTNmzJieboiV9C4EFSSBXZqW5J19zejixd97/ZPq33xYGDV/7HGUEEKTJ0+ePHny9773vaKiok8//TTmqnqx2DMgSCkmOERTCyQ2+0AMtcVFX2KqlD6DQQawRB2RaiwIkNw7CdG1SaDUpskXMIQCfqZRwiBArwZp92J0rwC9PHwiABTqF3hjr77v6f7qUJofAEJpAWMz1P3VqjFQLa6tX1RjDvtNeoWisEyKbTH2UNMezDD4k/FUcaurNq8cAIhZnjHjxySmFggLkipklu+OQPcCsoRVtmspWI3aevMDo4kmQKsfk59k2tnzwaHNza1JHRcTFr31qnSrxOinJxcXQiluT87o21aOmu6KZnhPwBfj9/v/6Z/+Kf56eqPYVIVSOATh503/biWlZGU5GCbKBfHDeizbjkZXc/qZTO3KsJh/DtMU81MuHJ1df2BgFbF4Fes5uLU0JL/+N9jYDAiH0rQNR0NpfglSAmwL4sp920HdmFp/20ZiKklEwcamnOlZBtOt3R4O6HEBZTTIkTlB8QXW7dT9lapqMeDUZiXsDYiMXDvDoPo0BVTvX28gAQNzvWtEqy+5qsOnAJziX9A7SwafUdgqlx5VolJSS/JKu217OvHcgoolJ+oHDmxrcLlLhqfXHR7Y2WmjDVelN0lXmB687iQA6IhEcQi/OgqzFPs9Ywao7I/ZATcVrspXZWg4Kls/IbA0wy+JuwqyDOwtJJXHIFEBVVICGZtu0ijLugFz/koLFciZngUAa/dUbk2NqBUZSKkDqprOTJfqYuSRURz5+kWpGd+2FEVc1UVlAHCbP+WlRfMBYP2O6qJ2jYUbAQuRfo5hXkrHiqx5ALC+orq4JRExd0wYp5X7EuK7lRcpTBJY1fKYw6p9sY+m1CliM88trHji8FFVLQ6B9rHwxV9vxkc+HOSkHVelW0W+fUtXgCoAAHiirSG+iqmW4uwnbUkxE4im2CjEsFLQbMBIV/pS/0CWxMqegzuX5osBUzlTIalEJz1BRQEEjUKQB34vawZZjXoI9QmGmnJmZPGb2GAAhLVAwWK3SlJ4KA0FjfWLasxhhKdSUggAACAASURBVM071EyM74FR/SqOhH3+1CZl5exZkolVoUMDLcqKrHkkZ21emZozTpHDJ5JZfbkQS/Qz2mGfxjjIPH8sTTejrUYakoIuQNrZC4s/PUXrxGSAeZ7Gun79Oi5fgQ6YV7Ik1PbrSK5iqqkc/es002tmHWYyKOZjAvBDZgoyOV7Lmfx4nKbvoaIGdx+Jh4spbSU12wZR89eAo2dDRnMxgqxIZOWCBQCwtrqqwG3+exA1r9hsM0IppeHSvhCvYgCAbX5t/WIo1UfcfYONTYCBeC1J6oxVjIlVQk85wmrcEGMz71/bYoS+EPmoVTEWJkW7ghmsMo9qkt+m2JsuBTM01Q+CjeFB7fyeJAM72n2+jtBVTO2tMmDAAJGqdhlNjS5XMdVcsLAQInoR/sCxI5I1N+XQVMcSEU0NLCYxC0ym1llcNhW75l+zKpDpKUYQbFJWLjCCPFSVl4T8frnyNYoJtBVDWqgZABrTWEIZ8LHq1Twgj4l5kE5X51CRPqWS3Yxzbs8EI94TeT69+xhiqtWmj2P0MQ9dv5+ZWA35/Ey8XwpWw97AOt37d0NlrbrCNR5h4UaHczAlqcbLiQ1WqRdl7rJks+nCAXssD6UilAoFAw1JSUNYWG1weZpbrgJqX5OeA1VnmPr6669XVla+8sorXdSa3iWxxSazg6Z2HJHsoKl+YHBNBKnNCmBQ1M2uKUyiGZsdfDXEPm1l1Ji0ruiiBXmAaGpay20YCbObcc7MTABYu6tqm88glBqw0e0xg2oTTJVoZJWhhppybs9k4j0FbO1wyXMwpJsUMAA1sRpO8ac2ay5IHKwCAEKouN11cPM2ADjXb2DML1zSPLCxIBVrRnmgX5s1rKo57LssmTTOuulGW2yTV/J7bBw0KH/k8LFHjibrV1pcrtLOfh2Xupx7RCKRUCgUNVtKSorX6+3qxlwR0lW2X2bVuEycfSstLS0tLS3xNenKFTMVzKOjyVW1LPcpWAAqlwgAAAuQFjdg3c7q7e2yQLFAKWViFubycPmpxokimfVCJsfmEgoE1lbpG4vW1mg7t3Dq23KGjYe3muJQqhZLAXOKn35GqVjrZRMFHWPUdTbUMIFVlXQucHWuVJ2VdlYXtbMmXwwY8AJP54p7FwPA+h3V29sSsy9YarOCEQ77AtK5Uq294uBGewAnwyBrWHUq0l6DaB0n5CxdcCcgtPjEqUFtbZfc7u2R/kcPd4eDUn19/fLly6Nme+ihhx599NFuaE9Uyc9/VZre/XuVS32UumIThPZIxONydeBIEjINyAxOMXXatGkbNmy4ePFienp6fM3rQknYvjQOe8VU/3I/YDMCak5PUZRErWBqExs3oKBUVc2mlk4z5moTO82qtsRRfr5SPy1UNxYFaAxQgSYIulNYIuhcHm2NcIb65egPQldnrZGp0qHUwBu1eryn3TWakVlWxIKV0olAYBVBapOycqHRm1UFpUoKE9AqtVlZsYTq7vzS+M2/CzydK5bOA4D1O6sLO/RPkoVDHlaJmVaESftzqxysOhcztyMTTDWlsB0IFS24s+b8hbTG0JJ9H7Yfc6O0Duj6Varp6elPPvlk1Gzjxo3r6pbYlO7HTmeSaExV2ttyP/vo+ztyj+Q8bT0T4OxbmTRp0n333ffMM8+sWbNm7NixgYDhookQ6iWxCRO1L41ksxE7YgdQ2TxyRyRy1axCulqxFdiIqsq75hBMonBLuvWHXRyVYrD9l6fnDPktIQEDQqwDMHWzUND/Rq0+h7pHhzeOkmrvgX1G/b3I95YBMwWtZS5IhqrKUtD3do1FCFXlYJW+LbWNgXQfN54lx/TlciBdVaiPyRgQFWCVfggzWNVaaQtWY2k6kTjQlJbm9PTb9h38ysVLs4MdDWkN6irVuBoWTQKBwFe/+tUuvcWVKiY+Sgmz/YbaW49dvvBk+XvHGy/aye8MU4uLizds2AAATz/9NHdpwoQJV9o8a8wjHVoXWy9XjQlNkbRmzr2lujbsY/Y54UiRvOFRVbN9+LQoG8fXblAfUhWGYFgBgII0f1VVCdCBGviGSm5ttupXRjflTIinp2qdpMtkZJRQVVB7ExEslffm2u0lWkupUmF/YN2OKsNHyceOSGJ4yfTzsbPaUWBVkoeFVcGB2RRW4xTLARCbaFIKAADmFlc8cYRfpRp3465Kl0jXrU9t7mhv7ez8/o7cgs+P2i/lDFNHjx69evVq6aUhQ4Y4qqoPSLyYGqOlFwzUlLSEopsUv9HzFGJXNbXPiZlijY6vNrHTtu1XVjbG92tQHwwAkN0WyblD97wlgY20uwp3kXBck9uIGtlSC5PEYFhBgELEhMPDJ9UMkT+x1arOSreneB7MWvAgwLqd1UWdWjY1e1Gn6+D7WwHgrMxHySnlC9EgXaXvPUcZeIH5fi1hlRaHnsBxiX1Kyo2BtDQMAGnnLyw+cZJfpepuPLx//7hJkxLRSlvS0tJy8ODBCxcuTJo0aciQIRjjSCRisbXql1akPDVOiWAcwfi/Dlb9fv9Op2WdYWpGRkZGRobTe1wh4ug3b7kg1cIRieemsoolsAqGVgr5SHh3tiSttmirL2VRVLe5DvsMk75jDso21VbZOCQYVnLuFDxv6VsY74eyQJo1g3tjNtGUSslui+TMyQSAtTXUKlsePk3qkd0ZML5/zh3GpKlqj9W7b4Grc+XdS0CF244EvNmiTld1ITUmAzm515poAatMTktYtb6LfYkPTenTNOkq1c72859/Dt2FqXl5eS+99JKiKADwwgsvDBky5Pjx4w8//PBf/vKX3jOl2kvExEcp9u8p1N5aXv/pU+Xvt3R2xFA8lrn3SCRy5MiR+vr64cOHqx3c2dnpcrmutF39bO3yxkswpABAKBiwMvaaAydPaEBQPSwKUlCBpNnoLCzYsLY+1ct08XygFXTCsZPFeVJQjaAUCvARlBwJY66UXBYmi6V5pFmiMVS16mBYyZlDrbKtKNHGN+bwyZvxBbpGrtTV1Z05c0bLAwAAqc2ME1N1YQJ8lACAtyHzH3B8RmARVkH/muPkqbYNvAhkOcF4saFgqnSV6leuvz6+JtqVXbt2vfjii4sWLbrnnnt+9rOfqYmjRo0aO3ZseXn5VUy1JTF9TuH21i+U0BPl7x26cDbmOzvG1MOHD//85z8/efIkAHz9618fN25cZ2fnfffdd//9969YsSLmdvQ2qfvDjBhKZbdQdsgknpFIYg1w3JHGR1m6aR6LajkMpvNQbUttsVTQNu2KNnBULEsiKK2rripwOCwLBQJv1Aiet2atohmq9TDWHq00Dx4hWVojroPiAZVurV467A+s3Vn18Ucfjbv55mFDh844/lmRLJ671UqemAe6JoQ+3rlVAqvMvRI0HI82DOI9GGRlGwcOzB8xfOxHR5MBPk1ODrtdyYBK2/t9bcKExDQymmzatGnatGnPPvssANDG3lGjRp04caJ72tDXxamPUmtnRwTjn1Ru23T8UJy3doaply9ffvrpp0eOHPnEE09s2bJFTXS73VlZWeXl5VcSpsYwzAmGlZw7KDvkjhJOxTORAoFT8fyx3MmT5awME6UJK7A6i6WtACbMlWQnCjoqlEqIbBQE5UoFFTaCUmlJIz0nSl4I+5boCbACD1TtKAV6p1VriWpmjEpuTDKHAoG11foq2101NEnlJ8hp4TpOvx+R6qbmlbfPnD17NgBEMK4uKlVrDgUCa3dWRToplzRpA2NCKySBPeZqAmC1KySqgdfMRMQ+bNm8OS6X6/rTZ8Y3twzu6DzvcoMbdba3u7tlaUN9ff28efPE9EAgcO7cuW5owJUgtj+wAQMGtEc6/35494u7SxJyZ2eYWlhY6HK5fvOb3wQCgdLSUpI+atSorVu3JqRB1tLS0vLFF19gjK+55prU1NQuukvSIFcwpIRSHZoiafgUYUkFNs3aFROy2swm6miOqAELxgAg9RkWny8hXMK8Ei1MPD0CkJJO6m0gQKrTbyg1IK1Yrr6tYdUmrRGLIG0rdaBmta3rZ8SG09aZM2d8rc3GoiOMz184rx3a6R2bPSjMiUogVs9J6kXqHJYFrOp5eSNwAsXawGtxL/ZSB0IRjO++eIm4/o6BL/77ySe//fLLCWuquaSlpZ09K7E91tXVDR06tBsaYEf27SvmUnpql/I4fZTa2tpaOzpvHXztsEDaF0pj/O1xhqn19fXcslRVAoGAncBaccqRI0fKyspUvY8xnj59+tSpUxN+l82bN//oH98FN1pbU7XNyeuR2CFpoc229OSeiWk3CrLasQYz6MTXSYoQIT7DIZ/frvLlxLkrrySCkhQeaKpKDRGy2iM5cxaA6hPkkTRa5Je0z7CagzkVC5o9k4nx0ApNuezCyEYq4YB/bWVVJBL55OjRG2+66Zd3LVlXWV2IUWqTsjJz/pw77wCAQeXl1dtL7d86itgYhEky8/xVgFVSZ1eyVdPpUgtkFT4cqevvkNpd3eP6O2vWrL/+9a/33HPP2LFjSWJeXt6BAwd6zxrWnkJQUeJcSxMOh1OTk6cPGVF07+q36j54rrogzvY4w1SLAdTAgV27JvrcuXMlJSUZGRkLFixwu92VlZU1NTUDBw5MrB9yXV3doEGDbr/9dgDdzSTgQE8VeqB6RykANBI7JP1zpc22xggfcerGOAZzZLUkrMAAsDltBR5aokRdcC7RbcVUBCWru8vaHFSUnLmsT5CN9vOedHYgM2bVLzX8CuQsKsUswuiD/PxfLl165x131NXVZd5wffWhw9Mg4nbpNnCMAeEYxjRWwnt1SfirmugAVlkjcCJbS7eHO5CeWl4KNoaI6686pZoawf2am7vH9ffee+8tLCxcs2bNjBkzLl++nJubu3Hjxv3798+YMUNqE74qEnH4U0AAfk/SA2Mnrbhx8nPVBes+3hfznZ3FCJ05c+aJEyfeffddOvGTTz5566231PmerpMDBw64XK758+cnJye73e7Zs2enpqbu2xf7k0eV2CK4hgL+UMCPAIk7k8jvwpoaox5jLh3JjgGwuPMXkqldxFWC+X9xiH1rZMjvJ3AYm4XZQWfhaJ1CrprlxCb/WAkqSlBR5LdAwpu3bjKCphQvAGzevPns2bPXDhs2s7PjwazMixcvVlRUVFRUvFVZmTCSajTS5GuxUQ6AeodEzNITKFJA1XtH/LrNPvBQampDUlLE5cpPS2t3udqRqy45eVt6//Thw7um3YykpKT84Q9/uP/++z/66KNwOFxRUVFfX79q1aoXX3zRFW1D7KuiC7L9z5Bkt9vjcv142vyyr66Zek2Mfe2Mp95000333Xfff/zHf2zbtq2xsdHr9f74xz+urKwcMGDAqlWrYmuBTTl58uSwYcNSUlLUU4TQyJEjDx8+3N7ensCYiGPGjDly5EhJcSnyuNbv0oO5xya0Kw03vcqSUckkK0jMZUZ+0RSsX+JrZgkEf8Qai01ceTFT1rYkcnrPJBvjE1RbE/I57CwMQUXxN7cAQJPPq02f2yc3sgqJZHVEcuayzsyCQVUTey8hlBp4vajom1lZt99+e11d3RCE3AgtW7bs2LFje/burWhrw74uiUkr2+/QHtEHg5VqXygCwBBs0ua/Ew+rJqYF669XvIoRNA4amD9i+Genz2SFwttTU0e3tV3b3j6ire2tH/3o5vff72pPpRMnTgwbNmzNmjVr1qxR9yy5uheNY4nj60pNSk5NSv575td3nzv1vfL3L7Y2Oyru+Hf4ve99b+zYsW+99dZnn32GMf7888+zs7PXrFmT2DAWnLS3tzc1Nd1www10Yv/+/THGjY2NiTU7L1u27K5r7j/55Pi4AJUVYm80grRpF9RU9Q+FrCBDShZleTMvNy9oY0oMuwQWYiKS4DgxiA3wsBuqScsNBS50YNtWADgzcIDTFmZ1RGYMuw4B3HTTTV+cPp23e9chF2ryerllsvbHE/Ry25x5jDMzY5SO+h5M7liL0IMYb968+YMPPsjOzlZJKgCU1NUl3Ghv1hbGw1xP07Oar+7SjcCL29run2tj5/n42sq3ImoPsg1Ri+8dP37pZ58XBVOzLzfqnkpww2cn/vDoo0/+/e/xN9ZC3nzzze3bt2dmZi5duvTqatSekmByypxrb6j6+mOvHt79SycuwbGMbZctW7Zs2bL29va2tja/398NoR7a2toAIDk5mU5UT1tbWxN/u4aIY9LDCZLDoSRcLURDVuk8HGLAUs5ZTVLszHHKn8iOmL20hHwjQuVZHZGcxUtA1dEuB/cIKsrCcV9xu1xDhgxpaGhovHx59pixj+jgusvvC/sdB6BAMp3uzChtKaFA4PWiohnDh48bNw4RkrpnT0V7GyQlmqSafFGStc6iK5xJhQvC4RVZWWoQ0xW3zagqszX/7VSiRiKTtk0vbKQFwuEWt3t0SyvnqZRx8MOu9lS6++6729ratm7dumnTpoyMjCVLlixatKirHVauMEmIa4ELoRS3Z9W4qQ/fPOVfd+bbXLoa+08xKSmpZzei0ZZeCIh+5513cinl5eVOK4+zSyxK0w1maKsZskoJK1C/fzPOCnJlwbbG4iFiEhHUrXMCgBpHCaBRunjJpCqEIagoOfMNOlhd6kBHk/5VgxOlp6cTcL1r2vQlGBd+erwg6tuxMEoLzswScfqNIah1oekYDxky5MKFCypJLf/4YztP7WiW2nTlDKlNkh9zKdwdg03KovHjP/roI/X7/6SuLuE+VXzjHH6ETBEEjamp5zzua9vauBL9W1u72lPpxhtv/PGPf/zUU08VFxfn5+f/6U9/+vOf/zxjxowlS5bccccdvWT7r94uifu0UtweAPjFrIWPTZz1ZPl7UfPbwlRFUaIOt91ut88X63ZX0USdRuUoqXoqzjTEgKASiaZWrMXQKQTk6AODhVK0FbE5Nay0NAWDUETclRNMPi9uUsypzo2Sw0FtWZ2RlfN1e6A517S+qVOHslAgUHD8+IwBAxobG0eOHIkQ0iL/AahLAG9rbKw6eTLq9nNsE43DKM7MztGUNHv35cstu3ffeuut586dqz548L3UxFM9GRlVL8hP7SwKmh7BLoRuuukm1am+o7MTTp2MtX0OMkjiD4s5xQwYQgMG7hs0KOPkKW5vkMs+343dEqTQ6/UuWbJkyZIlp0+fzs/P37p163PPPffwww+b7WJyVRhJ9HAtNSnlxv4pGxeviKpqbGHqgw8+GDV+R5fu9ebxeILB4MWLzPZ1Fy9edLlcaWlpXXHHUd+vOvarmXHBKnVsh7YanNXpJCt7LPFLkj1FjBZgumwivtqgoqycFyPXpOngW5WVEHG23rEQoepTp/wtLdObmiYNHdrY2Jiamjpu3LhrrrkGACKRiL+uzsqZVqaI6avMg8Twrkx6pMCNqkKXB7y/uSUl+UxXOjHIyGiUAmboFVSUBzMzj3/yiWr4raurO33mjNRZOiEfFe+tLKsTW/8+EQDAzvnzB77/fsbpM2TOqcXlOjt92j3dFaRQlfT09GuvvXbo0KEnT56MbTFCV0h+/qvS9F6zV3mXzEgGk1Ki5rGFqY888khTU5N6fPTo0fz8/GnTpo0bN87n89XX15eUlKSlpXX1YmTVyzccDqvhkzo6Ok6cOHHdddd13eZH8Yf11ivi90SR50IIOL6lQxezmBWiISvICYQViMb2+cXvuMQWd6wvMBQiVF1aOj2CH8xc8A2AdVVV0Q22lIS9/rDXvwWg7OQpf2vL5PPn1a0gzpw589lnnzWneK3mCkUaZ3Y1NhHqx7olQ12v1TVKw1ZzqEZFK0Ah8cMPP7xhw4b//u//vvnmm4cNHTrz008LuMxc/TG/Q2mHCdZpyxoAI+gA9N5dy9rWvT8XNw7s7Ljs852ZPu1bv/tdrM1yLAcOHMjLyysuLlYUJSMj45//+Z8XL17cbXe3ll6DnSbSc2MPW5i6bNky9eDMmTN///vfX3zxxTvuuINcffzxxx9//PHPP/+8Sxqoy6RJkz766KOCgoI5c+a43e7q6uqWlpYpU6Z06U0ZZxOnKky0+hJsk7kvab6RgECnp9olC2uw1H1JPKUb7whZE2XjNa+HXw8Tg9NKBD+YSTnZlpRYkEvT9Yg+f8jn39GkPHDjjR999FH//v2nT5/+SUVFHlUqigmxexGOmYPnWpLYW5jYe0E0EUvzAwDADJ+v7uhRhLHH47nxpptI7GKzzkowmsqbG0XUjB0udHj/4KP9033e9ufznr+nW/Z6O3fuXG5ubn5+/smTJ4PBYHZ29lUH4D4kjuP9jhw5kgZUAEhNTX3ggQf+/Oc/f/Ob30xk01jp16/f4sWLt2/f/uabbwJAcnLyggULhg0b1nV35H6fsoV6NuoQUkT/IVF4gzAYCstZACZJ1SbHABJajvQbxSNi21gpcKGq8lKEbUdxMndCwRhbeb5E901FBw4cmDxpEkLowoULX7v99ortpSG/5iUQZYAlYInqeMWszLHuGgB+YKT/xYhPMS5xb6Hr4hNJRYwMLGQg2yQcO3bs8EcfXaNHrJWaJeR9Z288m9qkAAaJwzZj5nX2ckZ9vxIAOi55QuDptg3JX3vttffee2/69OmrV6+eM2fOVaekWKSX81Qily5dkv4SMMaXLl1KUJNMZcSIEQ8++OCFCxcwxgMGDOjyLe+5BxVDtdkQgsSJBFdxqlVqAQaBP1mAqMX4npBmexLDawr5/bb4A5Ych/0BNRwuQuitnZU4YqI37dU/ccJEdc4PY/zF6dOAZbUhzLVWnJwzNrBTzdG05cAm+9frlAAqjaZC6xIYRzcGgJa4bek1jBo16saTJzdWVGhmiRpt6x7HYyBZ/kzoXJk1HwDWVVYXRvgPPRZBcMOPKmMqGa8sWrTom9/85qBBg3rk7leI9BVMHTNmzJtvvllaWjp37lySePny5Q0bNowZMybRbZOIy+Xqtk9NsgeXo35CemEqFBETT1w/sLhEYNKwCWN71mC6DcBoXpHZOHgcM+nOL5geCWAAgCJANcVl0yCizaqKWpUVMyWOMHx89GO32wUAH3/88c7PT4Z8VLgf4zOgpqmp/9IxH1baNkcLjTD+8hZ7M3uvWSUxC/V1ATdIimYQFlOYlUU1NYWepB2lpf7m5qYULwQCzoipybRrapOw+2/ckRoj7h7TyhO61wfqqjiS5vZ2n6XlwBmmZmVlbd68+Sc/+cnkyZNvvvlmr9d7+vTpsrKyjo6O3/72t/E1tfcJYYYxzZZJOaBKW6U/VlE7SfKIfkyU4iO7ngktMQfReJSvSVtxbIzezr245zCYH8IYP5i1wJZWNX/Fvtbmfv36kcUev//0FOPbFQ1c5f6lbGeZBhoSaag1PQUnEMvfTEixrESyv7pZmBfZ0wUVpRpDdWkp6Jv2zEjxrpw/HwDWVVUVMsM9Z1Bq1do4ARHBqB9UxVdFvNLS0nLw4MELFy5MmjRpyJAhGONIJNLlxrkrRhK1yz0lodbWTy5eGDdosHU2Z5jqdrt/+9vfrlu3Lj8/X41f7/f7p02b9sgjj4wePTr2xvZOkU4E2u4phn2SgvoGzrJLAMisFJuH9mPSJautU9z1zMq6K5wGQwoAhIKW8YO6eOwumYM0uSkNqFweVaumNikAEPZbxpWlunVeS2jR9KnDhg59//33ly1bFtGBROKgJI6xWP8X2hy9vqYm7I1i2Y4CqFKRza2a1G5S1kKikVGraF90NdhYfLyuqqoAIW16lSLx1cUlIZ8/TjRldv+tqg174yWpuKcj1efl5b300kuKogDACy+8MGTIkOPHjz/88MN/+ctfrjordb80t7e3dHb8sGBr4fFPDj32hHVmx3GUUlJSVq1atWrVqra2tvb29u6JTdgjkpC1NDKzMdL/k6CpVsDBsJIzJ5PoqcqKEm33VgtKyp5mt0Zy7sgEgLW1VdtSLGYLzVpjD24tsxn6l8Sdl81BMipVB1ROq97mT1k5exYArNtZXdQhaT+pJLVZAYDbfZ7lC7NU16T+/fu/9fbbhXXHw14/GdnwEwHSMRaFrEWAakoMZmYmUucjuxOoTAbz14ocjNltjatA6ETOioC1FgUVZeV8Kxs4xliyg5K5Zd6iJUUdrurCMgBIAKAm4Rt+2JMkddeuXS+++OKiRYvuueeen/3sZ2riqFGjxo4dW15efhVTbUmCRv+dkQgg9Mqumpdr7X4StjA1FApFIhHppcZGbWN0j8cj7lXetwXLrL7WYVnMpUvBlba1YowByQyDPKYaVQbDTTm3U5BcVcxvqN71ItG/xA04GqCq6UXYVV1UBgCA8UvU7NrB9/Kbkr1hXwB0BA17A+rBbUHvisXzAcMndUfVBR47duz44ovTv6vde6afHk4BMQjK01bJVKJ2LeSVbXRDPYYtey/IAFVEU+tvEtkyh2a3YGNclcwNF2wPmyxNsgizJL661kBZJwZeIz82sinJfnr0E5tgN/QsoALApk2bpk2b9uyzzwIAbewdNWrUiRMneq5djOzbV8yl9J5dysH6y7EtobbWss8+fXpbXltnp/1StjD14Ycf7tk4Sj0i1z9X+dnPZ4mMJMqUGJ/K22+ZsIWUQdjkklEKiE1YyBMKBNbWaHpq3e6aUMBnE01FXcyEIMZUfo2ECc9lZDOOTX2SgYcoowg9rUZP4NkDVFVUjqJafUld35s1bfDgwet3VGMcWbF4PgBsr6xaME+DUhV6XQiOHTs2atSoSCSy7cNDZ9MGSKJLgqw7aBFHYFKxD6iEuYqAKq+ZbYzFVVowAEAw1JQzmxpXVRaHUn2iXV1es4lw3kkhn2YDL8KumuIyICQ+bjTlEmMW7OqKaTjHUl9fL917PBAIRNXD3Sa9CkETLuG2tlOhxqe25h5ucPzCbWHqo48+SuIomcmV6fmN2WPx90alWOxzZVbIEWcFAZ6MVATbPFC5oxRcYFBMm1CKIJTmf2NXpQbJe2tCQaoGTBVnbmyie6gigtpaMgAAIABJREFU3A481tNvTPCHGj34g55NgqbAalXqb9gXWLejKhKJIEDHjh1b9c1vAgCO4IbzDRqCAlx77bWjRo0iUNoZiezZu/fzk6f+UbGzxB3gjKwg7Q7RIAwAWJ/HDbAkleKUUm9eW/Zenr/KgJY+sAkwiP+2dTcfWyZZ67uoga6AtoFjpN0CS8qar6vhj5l+j9YMm4I9PbZ+hpa0tLSzZ8+K6XV1dUP11b1dKmfOnAmFQn6/f9iwYX11ai/W76Glo6MTR57dvu29jz+KrQZbmLpkyZLYau8RKS42jBLz58c1mOK9gSSGPhtVSCmm6SWNB9nyY2IllOqT6FYQFJWMwhZ4oaq2RKuECEdGmWMKT8wJK33JakEtBgAoUOPOk+AP1u/W/CrCsL3DVbOtzN/a/MI92qdLc19yrEHpqVPrK2trG1swHA57/dLHsTAh0FczoXNl9nzg1vOIgMrZda0B1ewhge3KqKdEZKM8Zly1pyaU6rN+/zZduzWnM38AqE9GupY0OjGljsWBFDP9EZtCdfUKQAWAWbNm/fWvf73nnnvGjh1LEvPy8g4cONDVIWBbWlry8vJOnz7tdrs7OzvT09OXLl3aRTHVEyVbttQ/+KAQ+Nq5wSGCcUck8vd9e361M65dWGLc6+3SpUuffvppW1vb4MGDr7/+eperp/3kKIkTRxkhP1czG6ltsYBg2SWGtvJbgnPKFwEGLCcxfH1Wx41BL9cQU71pxl8R9Smb8CSavCLOEUndxYXlH2b2XpAqVoq1hL3+cIp/XYXhuAQYBpaVIYS2V1XPn3EbgVKAI+EUP3j92vtgmsgPgED6WEi2SrKoNOTTETrhE6iyS3woCjPRh21ccoEPqmpLAEMo4NOGTfYVk+zOWZ1s4AsAAEhtUlZm2VhLKlZojaaMFYYat9lsvgvjXrNK5d577y0sLFyzZs2MGTMuX76cm5u7cePG/fv3z5gxQ2oTTqCUlJQ0NDQsW7ZsxIgRDQ0NW7Zs2bZt29e+9rUuvWmcctdd18ZTXAWvUFvrrvpTT23Nu9zaEmd7HGNqQ0PDb37zmx07dhBQGTp06OOPP97Vnd0zYsET7JlE+OWJ5nWbXEKgIyuA4eJP62JhwaKpjdfsfpizImIqnTbe2nIAtg2xNvS/fUCVWgIRoOJ2d+3WcgAIp/gBoHZrOWAIp/jfz9cTkyWcWBK+yrhma0cEw1MsZnrKmRzozrVAU/sgKHNcagx6EUYGYiF9sTHme9B6FbLU6Tfs5dfMSF6vUyhlE/mC9t4GduOIB274115BUgEgJSXlD3/4w2uvvbZ169ZwOFxRUTF48OBVq1Y9+OCDXcpeGhsbjx8/fuutt44YMQIABg0aNH369NLS0pMnT1533XVdd984xYSn2i0+aNCgcFvbqnff3vNFfULa4wxT29vbn3zyyfr6+rvuumv8+PE+n+/UqVO5ubnPPffcL3/5S3Wx/JUkI3+288S/3Q4ADE6oIhJHmSACMrRWkpoTrS2NlAq2IDfyJkVFU5Coaebu2MiMaGclwcArXKLs1BZUXSbyOVT6kpkypQVraKodJ2vHSjITFU9iYwfNQMF0H5h3kzqPu5P1aJUSR/uAysOqzN4r1OzA5Mtl5j5pR4YYy/xqHGZVwv7AWrLqqbo2bOn3KwFUWQbTW9t7BOzqRYCqitfrXbNmzZo1a1paWkC2S3RXyMmTJwHgemp32IyMjN6PqXKeavvrvXTpUorbvfFrD/ysZPsbH+yLvz3OMLW4uPjUqVMvvfTSxIkTSeIDDzzwv/7X/3r11VevPEwFELSi87U0FqRHCtD0JcMdR65khVOE+UTxWEprrNVxosirw3eX2qQARkZUdE7DmjAYoO2BNGlnQJptoDwZQO8+zt9KYhBGABiKOlzVRWWAIBTwAcLy4IKOANWMnpIiHNBa9KO9MY1GQDliSlNVDj5laIqRxOmX3GA7dtUUlQFA2OeXt8fEGgF0zwL7AcQk2AXYhTOe7XlAjUQioVDI7Gpra6t6kJKS0nX4qsZs79+/P0nx+/1JSUndEMs9HpHzVNvS1taW5HYDwA9n37lm6vSnC/JqTp2Mpz3OMLWuru7mm2+mARUAkpKS7r777l//+tfxtKP3isBQ6d8wHwGAE9ukR75yA1jlKEuUzKSCoFKlxFTMQKtvMzIqEFNSIeKclSxgyp5k4sjKzAWgerLoBkmEbVcoBVRrQiNgpFGcICtE4axhn1/zbJVDoCQxCqBKxQI1xX6MWhAEsCTwGcMoUpdCl+b0q8VhwMbeThqa2uSmNJpyiZgpZSWyh8AI93jIJFXq6+uXL18eNdtDDz306KOPdlEb2traACA5OZlOTE5OVtP7lsQw0gokJweSk/+y7N79Z04/tTX3fHOUpS5m4gxTPR5Pc3OzmN7S0nLFBqKkf7S2FRRX1MgfjbNiJLIZLEsEQCCZSUUSdczjqIi+EjLkzPMIrPmr8++bj2BXVKrrZaPCKGoXy4ipzZaYTJoSbzVxmyBg35ORREMpWKIpcN2h/jUFWn4WnKlcv2Qv2oOWOUJIIDZGSFgfL5h3vYWoTmcIC69GrMomNwXT3o8i4u8XAXZDxk96nqQCQHp6+pNPPhk1W5cGUZL6iGCMpelPPHGndW0vvRSX92xPSVpKyuwRI8tXPfrGgX0vVJTGUIMzTJ04ceLrr7++efPmu+++mySeO3du/fr1HHm9YoTTy46W+SM2I3OJ+kw1fxYaUJF+zOpNPVFri3ZJlhPsQKmR38S0aGCkc4hV9XIiRFvLCAKgsvpUs1iKGYBNtLqTKa8z6z6MsRabSdy2k9SKhBdOHcTu32uNpmDSlaatZMdhtAWYSjByYjrJgaj9QgJaMekg61MxUfox2BGqf7EbsAv3EkAFgEAg0NXrZKJKSkoKALS0tNAR8dra2tR0Tno7ZMZqHgMAF0Jejydn4uSciZOfLS545/AhR8WdYeqMGTNmzpz561//+t133/3KV77i8/nq6+t37tzpdruff/55R1X1GWF1jXSZv37NqqxmGyTWQmxSREiUh1OPVpABVLOyFkyIbp7kmHoL9HuQ4o9TQQAYQqnUbJzqyaLrUBPrNcVQhZEQ0K22aB5iu0lvDKGtxkpi/WEXeDpXLJ0PAOt3yAMLM8/FHtulp+wlqwUzUkAV704L8/VifrQkH1AIhmJBgoqCsLAXgi4LXJ0rF84HKhqzVZ9aWyYcfmzGl+sC6B1W394j6enpAHDx4kWCqaFQqKOjQ03vYxKnFgLwejwA8L/nZj42bcZTW3M/OHvGZkFnmIoQeuGFF9avX5+bm/vOO+8AgM/nmzVr1urVqzMyMhy2uW/IdS/sPPWvt9uZloraiTwKE8WKdA5KEnXqKUtkVS0SdCgCTHsqic214DSElCAqn4gx0odW+WtsnzIDiJp6L1TD0GMUUvd1sbb3cogrVbvRtLAxYCAvnNSDjGZiPXdqq7Ji6TzDQL2tVIyYT9vq9XIyKGVS5P1i5aRt7b9tIeSR+Ien3Lxpqso9nTqqYocaWe2RnHn6XghCI7hVvDXbSo29CmQdCkIPSr4Eh4I9gF34+p/2FpLaS2TEiBEIoWPHjhEv308++QQARo4c2aPtik0cW1CkEkxODiYPeOP/+/rOkyee3pbX1N4etYjj9alJSUkPPfTQQw89dMXvS0OLFT0FXeFSKWq2QKsCAEpKQMtDU16OqVCJwr0laYZrEt0+JMtsSlKx5Cp3E5LDlLBSx85FqpG1VAygBrQjOI0ARfjbMbZHGlBNuKk1rWHIKHk48owUZxV90zDG4sBLfF7SbvMDc65J54x6iQChPJNJMhZOmd7BAPywielEgKCi5Mw13YuGe/9MhEIRUDkxAVSnVDXiBozgKqCK4vf7x40bd+jQoYEDB2ZkZJw5c2bXrl3XXXfdkCFDerppjiUeb3BRgikpWTeM3rvmu6/Y2J0mxjhKAJCcnMx5iF2xQitxLFFKEr2FYZ6vY3n2PADYUFG9vdlFAJWeNNX+IiqRIqlGHpqkcqpZkpPyVCLZuMYB8KqZUsHsGInypjIjr9JXYCb0HbH2P0BA62XeQk4fYwB9Nk7xpZIU7bE4tgoSFWy/gVh2apiCEYS9gXUV1dpSy0rzbTvNEFQcFYmXaIYq7TKrtTRib2qJvIccCWiF9P/oD89PrHIHfD3snbjbYAB1r9MdVcZLS/FHoadRTQ5OtGfEo5FUB2W+TDJ79uz29vaysrKysjIAuO6667Kzs3u6UVEkzvWpNsXtcrkBvj11eofJFm1EYsfUL5Fg4ZTVHSLQBlqV5YvmzblTN3DllqmRB2j/T8I1mUQOXIVEGonFRMbqK1XZwKpdIw+lf9kxHkIMPacgNoqlFyPKfZQQHQz8y6LqRcjQ5maV01OY21tdGoJymlfKUx3+zAgw6TGYgVb7ao7iVlft1nIMOOzzg8uUBDKVcpQUhH6kDqLbe+2MjYRBO2I4uPry2Yi51KMavYj1qtjgSrSzEr8XgroXDesEXhRx1RSUAYZwit9qhYw1MY2hT1261fe5qyRVLh6PJysr6/bbb1dj6AeDwZ5uUXSJc32qI/F5kqLmsYWpBQUFf/zjH63z3HLLLS+++KKtdvU1seWXRP+2zUbrcrSTJgqrG4FSxzzvlDaaqY1PN2MzZLEpUXSYSseIXLKKdkxrWwKrmEoHiV62AFFaUpuVFUuo2bi8MiWZYYfMs8rUblSjkP4KDKKqGns1S743gNiJxXCK326gXbER4pcgoilIe01arfEEYodKuoz5sjEzSEIUUIrWAqkJQe/HAjeqqihFEdV0r2dj7x72+iHCXpJST2tAdSRI3crtKqBGF7/f7/fHu7V7t0n38FT7YgtTg8HgDTfcQE4bGho+//zzW2+9lc5z7bVxBTLu1SJTgOSSdBZNSQ6sL9esght31CpJ+tpKHRelMV0Zqy+faNxQu8SRFZqkcnTTVHFL2IwEXA1fUIw5zkFXiykqx74hYEmQcTuas3KDErNTmvCoEe90JWtNZezrYo6eqjLP37F80TwA2FBeXdzsEnI7FPvEVH4gMFRzewM5Zu0NhmBMjZPoMSIyDqwswNp/manxkN+PIrLRDN0X6leBTbuMS4zT6TfigYgHrv+3Xgqo1nGUiHRpHKUrSRI7n+pIbGHqzJkzZ86cSU43bdr0+9///ne/+12XtSouSeBeb7zIyKiExQIAQGnYtet9PVA74pUUI1GJpnF/GeeS1hY3oKZdbsYYQv19NEmVNJIjmoTfsI9pICtHSen8UqFYIUYQ9gWMrWZ26rNxFKAGWhWEQUk2CWcI5jfinojcGUOgTVm+xLDk124pC6U4HMWLLy8eNJVWCGABqHxxo4RqbidLiOi+EwLoGx+ww+BKWDg2Z6LRuWkMhBX19sUzvSGOkiPZt6+YS7mydym3L1fgfGqCcRQARWwpEE3hUKYwJckPJCAh0lS/bmZDxD2HgR+EgeAXG+TB+EvTWSOnEETJVDWb8FH9FCHIOu9aeesiAFi3f2dBegdjNkSEd2Kd2XBbl2D6ZrSoU8i8NZijhBS+EgdgWra3u2q2liFA4WQ/S89gnk9nk2XVJWGX1RoME/G3KQCgJAcIrALbhih7/EmIurlodggWJsUxEIBk8CTrUzAHVDPffExePsJIM0SwEZSIXUWth15aww+arEJAiK+dZNb4K9c79sirHUzFbsBuwB4Y+W87o+fuIekNcZQcSW9H0F7OU7/sgmVGTRoIaETgRvBEKRM0JZiDkKagkZENYwQIS2iAfJNUAXFBh1s5rJqrWuo0eLlp5a2LjeUQH24LpflUfUvsh7RFV38KZNxLozLC29HfHBDOal+owUrY60eAIMKALucXtuvdMsXD7OOGMATaFcCgJMljEcxJ63hg/jwA2FhaXXrZRbpASQpsKDMs+WF2BtcmiIobZcsdyiwoqeR7Y6EUQERT8ZRtu2YoIH2odbPUrMInYgDDpywYUgAgnJpq1a0YUpsVFIGwL6Ce8hRahqzR2arFDVEfAFToHXGUrkpUaW5v74zg1BSrBS9XMdW2GOZK/b/iZm2szZDTtlK4leQnQMHWoDFeGZDLt89EELzcBAhC/fzkAeR8RWonVMtgXXWpRkJsfsxZDo2/MhMicV9ixYzrSAkrYzFmC0nCKWOYk9bxwLx5oELmJd4OGGhXHphPQfLbZTR2loZcuzaXYwRhr1/WQHkzbEmMaAp8h5qYHOiriH9LWn4dRoU4SsB3nxEKmH3z2a2RnDmZALC2pqrAbfoWFrg6Vy6aD6rPdpuezYKbShPtoSlpHnZBLwmUf1W6TxLNUzsiERdCL5dVfXfOLOucVzE1uoz8/6vOPzChKcmYoiO2WWOqEdNqiIVJogj0Y+2/6k416hoSUgnWTzDWUVQXEwgRjIfaPRZehpyp2QCwdm/l1rROCyrDHSvp3nX7d2hzlgcrwwO8iCWmGmeFaISVtBlh47kQoxn5h9KPsV671jDNPqnbIzlBABiUlMB6nU2+WVGrePy08g20KQ/MMyBz9//oLNZ4j9Sh2imYSVYdzbQeSayO5kYzzompVQrVxbxlQJuAoL5jMwsw1XGY34EIgqGmnDsyDcNGRYkYTwrECEr51KiFZqtm3FTGaK0Fe3SS+r97NUkVRVGU3NzcI0eOhMNheoCYlZW1cOHCHmxYX5HE+iiFW9tKjh77wbtbOyORxGDquXPnjh07Rk4//fRTjHF1dTWdJxgM3nLLLTE0t5fLhOWj7/32XeBCG0uqyy4iVTmZMVGJ0GSURlMDi/SJVcymYwp0EItADPoCwkgMlx+83JQzNZvor8r9haF+XrCEUiA6F0HRoPbqw9sAIDzQq9VNb3ZGjQc0azB1LEFW5nWAhAxxx3QBE4aKsa7ZqYKlimv35nIAIHgp1b8YY1D/UdLk8W8o1ryf/lGmQ7IYARibtTRWIb2AqFPgPi05JQUwMfOCJJF0burFZgAIp/sQxiqsqrZfPfAD1Z3GF0596+KnSDfUer5ZzEa/WKx/2NbE1B5PjSQBdkOkDwLqhQsX1qxZc+7cuYEDB54/f37EiBH19fVtbW0jRoxoaopxA7Ivn8RgMpJIuLXt5KXLz2zKO3r2vM0itjC1urr63//937nEZ555hj6dMGHCK6+8YvOufUWSBrnu/fZdc+beCSq5eatUOhUnGG8pXQxGupjCGY0lB8DWQACYr1mAVbq0vu+NlUcopXMBACGspKdgnR0CUBNuIFp9tStqOsNZpdbgqMKNIdSnIOBqUQkGY9kSq4KVpMCGkmoDMt2S3bDLL7r2vFUGCJSkgDGUobsSqKdIuDkRicfRkVKCr8B2sVaf1rkLznlWTl4CAOsO7Cga0A56x3G2X7036VYYnchYgBGEgoE3avU4D7tq1P3dRAn75BGUwDrulZCiH1t+SQipJt++aPXdsGGDoiivvfbahQsXfvrTn77++ustLS1/+9vfdu7cmZWV1dOt6yMS97C3paOjozPyk/e25R0+6qigLUy99dZbf/rTn1rnoXeHvyJFAwkdWhj6wrEZURdT6RK80Ogm5cSEALABWAydIw7DWCezPFYhABxK87+xZ6em5j6oCvfzoqgmQR1NjSZR+loLq08jK8W0dV+raNZg+kM3g0ZpulkiVSfiAuizVAZhKL/k2vM/ZRCBJg/lMMyK4lEXPmGmi2mzAQaMtb8mnDIOMYPSqAZeWYph6dVTgpeaVk5eagT9P7Q13M+rzTEAZfsFdpBIWsVZgA1YxQXJqKqyFDC/2TjClFkCYHuHq6agDCKgeAMMlFKdZWH+ZdDUQmm6kLoaFbth5M/6GEkFgA8++GDRokXXX3/9xYsX1V+Q1+t97LHHDh48uHHjxm9961s93cArXCIYd0Yif6vc/VJJLB+PLUwdPnz48OHDY6i9r0t7Q+Tdv2zRyE15reLmQ/Y4WqTHs09SD7H4CrAqt3AZBIKzETPp29Jw1YEiQBDuZywSZyIACGrXAFRgm4oBId3aikEjNqybEoBGdKK4L0lF9iqj+yVx78TiVEvEituPXFbqWKveDFY540GihHlOlmI6QVOSKKIpADNCAsr6qk3dE25K6rQIriQZ6+FQwGfYb81FpadGu/hHZw5iAVTQ6WnvXpBqIR0dHQMHDgSApKSkpqamSCTicrkAQA1w39Ot6yMS688z3Npa89mp72/KC7e2xVaDMx+l119/vbKy8sqz8VrIgfWfHCl4BQA+Xz4DkR3ZyOyTKiIrpRQxAE93eKVkTE5SZTl6xBNRklO7h2b+JbkRAAJ1DQzSEdSMmwKLpoLyRUa67nksElbmOfSGsZOsjC2StyiSxmA+ERN9Ki0FuvGQJalG11CqGWF9cxuZMG5lZrCKqZdvVkkcYrqoNCZianQlAgAID/Ct+6BCs75+WKkMTFGfhaAp0kMmYSrReFLm5QiXjKbqr4hvKbnOvCMahskxnwgMmhpYK7xt7NIY6oif9z2GqsqgQYMaGhoAYPjw4Z2dnYcOHRo/fjwA1NXV9Z4AvPn5r0rTFy9e1c0tkUoMPkpKa9s5Rfn+O/kH6k/Hc2tnmNrS0tLS0hLP/fqitDVEAHQ4jOhxGHSFCyxkgqiaqUE/UDiooSmxIpKrJB1AIw8MeaXMvwA0tGgrW4GxoyHVrSqqpZcjqapgKl1L0G4OCDDW5uAQ0oCWsfqS57DmmnLSY5nIHdO+LTI9zhsVzX9stOUVgwxWhdthUixO8y8Ln6aeR44oqYisAMXXtNUe3QoA4cEp+vwCIs5KxLRAgSsFXLQtBECyroZ7HDod86e81hNBVOsyGZSyx6APZbAbIh6kuvv2Xbn11lvfeecdjHH//v2nTZv27LPPZmZmnjx5cs+ePT/+8Y97unWa9BLsjF+Sk5PbOjsBwy+2lry9/8P4K3RmHJk2bdpnn3128eLF+G/c5+SaP1aqypSiRM7HQqpg9kDkWDKyRR9oI30pOTNR7o4BFQy+a0VnqWqtfaBEkfpVibERuHp4A6yYXfoa7XQWp7KpXpYAswU8x4mv6m301yh6Hmn/AEuJKUJY0mVg9GO4f0q4fwog7ZL2l0YqsV9IhfbH/3ZegkVl9E/MpFHM3dRJbheCPuuaRGTRokVr1qxpbW0FgGefffaWW27ZsmXL8ePHH3300cWLF/d06/qIYLv/0tPTOzoj31r3dkIAFZzy1EmTJt13333PPPPMmjVrxo4dGwgYTrAIoaSk6Pvg9Gm55o+VZ787C6u8U/3RcjRUPNX5FsN1WN6pw5JhWmUjLgkmYFKzdkpNPBr6F+hhv6qCTaFUPGWFmH9BV76aBZg71jkrT1LpqUgzWoOFFIiWk92EXEJiqAcgeaxVs9FpiD6nbBLU7STOSokTM6oa1cAbJYUSfY0x+QLVRGwEV+KoqvbVGZE5UhsVBCiUar5xbIRdEyuCtTh85IYvlvSUvlfErS1IHfF/+qrVV5V+/frNmzdPPR44cOCVut9X14rtsd/Zs2f9yUkvf+Pug1+c+f6m/IawEuednWFqcXHxhg0bAODpp5/mLl2Ra2kkomOejpFYumKVO1WFIAs382pAEOesZFaQxlcqm3w5jQi3fAYAQlaIWY+tiWhkalEog6aYIY+Mtwvr+UJ961ENvMAnMl5LtOZlU5iimD22IJfAviJu0MPNoAOTk+uIhAnbKc7QVEhkOoKkqzZ8hLFuBzZpCgerABgWKpAzMwsA1u6q2pYSRYelNiuAQUkJWNkVZCk8soJwCgAAETeAC/V1hnpVul9UZ700b8rMjBFF331kw54DL24rjadCZ5g6evTo1atXSy8NGTIknnYkULpwXxryC0eAXTpbxRhcNLLJ1CudSOEooUTcrCpFUakM5IrKYhFJ0y+QJhrKlFzEpmZbYapV9ek1ER1cWZ4qTrKaa2f1JSIdJvUIhXQiCaNER1MSW6FjJMIy+mKoYAy6xd6w6Jo1jeorTL1tDVbVkQ8GoEgqIuQ10bBq5ZtNpTCJQgqzSlVoIUZA5k/piVWOqgLV8eoDB0NNOdOzjKAiVf+PvTePl6K808Wf71t9dnZZFJQgiijigrhAFEQUY1ySDCYaNTHJnYxmuZnM/OKdyeROZnFikpsZcxMTvVlMMol7NBo0BgQUAdkxIqiAiAsqyCJwOPvprvf7++Nd6q23qvt0Hw5ygHo+59On+u3aq7ueer7rgvS0VGIwTafwhksvAvDAkhVPd0b93dy50kY4mo72IOVaswAHUf7MYYPGxkavjlK/fv369et3EHfpUEH5PgoLQVRblbtu4unXTTz9X598+rG13QyxroxTR40aNWrUqO5t6QNDj/OoiyF3Ldv55ckEQCrTFkBgyVpleuozoSm1/dCZwWNTW1g/Trc6/MgvGaHgkKgzzhGhOp+WZlOrV1KPPc61MZ3qTruaNRZQmjSSlmkHNrd+dfyaHdXux4vv2PPh2QmJQdKh1SKIPc+YUx0zQitmZcMKdkOgLusHeYUmy4RvsUd0CpMjiF9TuHycBv0wRIBEaVpVc8OuOm5Dj4497dr1aWu54ZKoJOGKOQtbanQB/RQeRWLEuYh2v6NX6LYzMgfO4bjvHNpWXwVm/u///u+HH3442VG19/R66z0YNGjQ7t27Bw0aFButnFMVanI5AP982UU3X3Du//rj7HVbt1e6hu7U+5VSbtiwYevWrSNGjFC9h8IwFEKUUDeHFeIKMtKbiXQanwVdBYTESOrJ88WsWTAVaeMVESoQk0G+RdcRqdEN2Catkm8B9k3YdifL49H0QecmC+8ma7bpr8a7d5f4sbnX0YpUb+vmMchyeblVKvcDJeJ4k+I1SajqU//qaMImU9yXtRE4lVZtao052KZ+9fc+v0yl5dz/l5VNfepQPEnJouvKhaUd3gmFClMin8X+ZjH1HjzyyCO//vWvp06des4553jJM8cff/zB2qteixRCRfc5VaFPTXWfmurffObqFW/aN9hYAAAgAElEQVS+8w9/nNPSWUGuasWcun79+ltvvfWdd94B8KlPfeqUU04Jw3DmzJnXXnvt9ddfX+naDkUM+dmynV+aDHU3K6FWARShFSBOq859HJ5UpSK0CrO4WXmskr5rB/YQRXvGqFQk5pRMlHZ7s0JWhSOpndViKia401yqLk0mDN2u+Td1Tktj1gAb48vUujwyMvzCqtU0sGta8DWaefJx7byuVDVPGRxdjvStdB+EElK1GI8CEMRS6fvUI2e1MDOIRORVLWYENhnHADC3Dy97fgEYzUWKESo01zfcv9QpSVhbH9uRNBL1R+LWCPfTsOowyZ9xsWTJkvPPP/+222472DtyCKNHfn99a2ouOmn0ilu+9Islq+5YuKzMpSrj1MbGxm984xsjR478+te//uSTT6rBIAguueSSxYsXHyGcCvhxuDG1CnPT8bRLmpwtpmtjBjdvfmHX54sVPQdSp53JhDZNhWVZ6ccfadHTsLudQS2DVGl+tqEuaServME0RHFJTuZIFzbDaDaOzVPy0dWlDt+ukNhrd/f1pUpKqAOB8sy83nNSsUup52T7bKS/GWk2g8TZIQBo6lsHBoVd7PXToVgxfxGAluoiEcIpBon0U0mMurAFjLagwShUnT9z6BZ58NDR0aGKPPRmrFmzwBs5WF3Ke9b26yEgCoLgf0w++8ZzJ3zriXlzN3Rd+7cyTp0/f74Q4vbbb29oaFi4cKEdHz169FNPPVXx/h6yGPzzZbtunhwpGFetAiQZRKULQZBT8wHefRyOMosL1Cim0b03UspgSv10aK2TlKclmBVFUpinbKv59GkXA3jwpSULhnX4N0BXehoWclJrnMNEUq2mDEZC0+R/kFfqIZVlTfgSSV/rpCPOi0lrfXThnP1hh1ZjfHQgpWppYeqNwBh+k9YIABIQ6lCM6SIyChupGh2OeVys7J5Fug5w0SJWpe385i0xPjwkvHbGRQB+//SKxbuJc6T8qYd6/oyL884774UXXjjYe9EFDhaDJnEgbL8e6qpyqMp996oZX55ybpcezso4devWrV5aqkJDQ0PSnX54gxSDqruRKiErjFFQAMwkCFbFWni0at6Sc9c2tlPTpJTBSp4muZPSBp1pW0EJMTuhz6apt1oYWZNk3Pr3Oz592oypF+h2Pas2zWkeWANj+rSKJ5m84R5gmYOGCMnSZMzi6lgOoxkUmH3S7TI/1VlDjNMTZmG7Qh33a17h2DB6EvGnpXJ4VI1YYVrMjK/mlDDmFdLpUkTM0qmvZPchesRIVkDu5qFx0tLgfOqezbqw5doZF0V94x9Z2BQ0HGaxvgCuvfbaF1988fbbb//kJz85bNgwVexXIQiCIDi8jvbQQd/amnFHD23L50vPVhmn9uvXb8eOHcnx1157TRV9PqKQIjFjujOW0ejff5KqNGFUjGbrSpXGdyttLH7TEsQem2pzdfzW5nJt0myod5BjaiIiVDfZ0bNxxwejdBp3EJFqioRjYsIXqd6tOUm6JXRqcZNv9AyUlK7upYc2pPa8Qo3tZsqzkTuCNKsvihl+FZjIMSRElny4L1HOjbs3sW/yBwjl2VXm38NJpAK48847V69evXr16j/+8Y/eR1ncb5koaXrbL9R1VdqoMk6dNGnS3XffPWvWrI9//ON2cPPmzY888siMGTO6s4OHLI765bL3vzhZqVUQmLRaZXIlLJMwOSCpN2WHR30fLXTWJ6cSKuKDKRKWKTFIzqDRqdG05KKB28yxu3P74OqHXl6sok5+v35py9CaaEOJr3KKWu3S5AtnOk2eWtGZpFs97eSkujNTkbRZRpxQObZfXuASGDq9yYpURvRowc5zVfnkWgkTE3ExYQogeRHV+U83/Do2YcVSRCylS6CaUfvsbQXTvv512pvhbaV7jxGlyTjxaVvQ8Pv5Otzp94tXNdXWy8Mlf8bFBRdcMGTIkNSPzjjjjA94Zw5VfOAPeRaVcerYsWNnzpz5X//1X3Pnzt23b19tbe23vvWtZcuWDRo06Atf+MIB2sVeCzduwxpy7VtXrRYzkrle1XQdSPG5U8dLDiaZFeZG7BIqSmqa5G166YjWNW8+GTK1HF0D6btcKwhWSoU1gJvXSGvavBKHw1KQjAF2Z5P+MiSI4xfUt9KnTcckmraPGqkKnyZ73CScZFOkXSl3MGmK149T0NWUYOOVtE1WH9fFu4IbzrwMwH0vLp3XPx6S1G1R3gWhRs9i9nkIjKXvib88uEgGaKpv4OAwJFQAkyZNmjRp0sHeiwzdRMW5NH//938/ZsyYRx555K233mLmt99+e8aMGTfffHOKl/hwx6BfLdv915OVMLWvcN5atQoCSdPDI67MUr2qarb0yF532nGXxqVq0loaLW0VqrUAe2CmYh5WF+1HVYXK5aa2kEiYidIfY3dIh2rMnHHzrzoVbrKKn7iSKk89Grby1AYo6cEw7dAkkzC605z/iD4TahUMZiZ2pKphLP2cxOlVLrqJtPUkhWmJq2Zc4+mfCrCKVJJ6WwSwjQ9o2NN+w5kftUUblq+d39inbv+OpwxzsVOiOTZMaK6uV3FJ3J3s+gyHGw5o3G830J1v5ZVXXnnllVfm8/nOzs76+vojpdRDKljnt0Q2Xe+tCQY2d2lzd4Zv/NT/02QlO4OcnIHiyanqv0O3brCo9cYpQq3f1QGgbXC1e0Clw4DjIL1+m6JK/nHBIdT02r/u7ZWUaEoYeJ2IXziUGfGoQ6jW8EvJlcC/R5ujTqPV+EVRC0YPBvEd4IhNLb+mxmj1JNSDkZlOfzxSEyUMv2o9AXEofVrVCdeCnRXqBzK3+Jd+JCKGLvbV1Q2hS0IFvCuo/0hRKaly+cfedhiKVAAdHR35tECYIAhqa2uP6PttGlLjfg+cP7VLVMapbW1tTU1NQ4cOBVBVVWUb0TQ1NbW3txfzARzG0Hdejt9/HY6MGwgTtAo0dLSwgK7WVmwbCaQbEtO+R8kYUYtJb9dfM/6jAB55edGyY5u9+buEqnMgwExsjYdl56em3VVdO6r91FvWobH0nw0754ZjWyGkWH2LInHxvAsR8WjySidKRhxo1L/fDqBtcI03XqIqFhLWfhUAbGnVVi5sHlh3/1rdyfyBdcub+tdGJZOKX9y+LS1gNNcV/2I767DPPYZE008bm6pJEIctoQL4yU9+MmvWrNSPqqurx40bd+ONN55zzjkf8F5lANDS0ZkToqaqFG9WxqlLly699957f/Ob33jjjz766IoVK46IvjRxDPz1sj2fn8SCrFoF66QaT7xC+LQKYErfwnXTpgF4cNGKZ1uNV9IRo44q5TSF6oTcRHe2lEq/8dp1LIjrdnVcM/6yqefrfJi1b85qO6qyVn2SVRqG0TqxQN8EZabnp3JE4o5CVXLasqanOD3tEjf/pijU6GZtayqlwZOqZih6GrKPSmrQFaYwYUrKrM7GbgmYmlgHDEQ8+e36T42/DPFno/ihGXNC8iNHyEqQawR22hjwgqGdK9bPBbBvYL3z5GgsE94rcElBfuai6QDuX758fpJ0PfVZAs7li+r6BpCHtdV3+vTpmzdv3rx587Rp04499tiOjo4NGzasWrXqiiuuaGhoWLRo0S233HL77befffbZB3En58zxWUCht/Qq7+lfXXN75zvv7/3H+2Y/9Pc3lJ6zZ76bhULBTaI6ojDwv5fv+fwkCNJm3rh71QsGVnZaFQxcX2i5bto0m2y36olFzTX19q5kjalAdKuKhZJGg2nMmhr3G6V5egqGQUWdbcUgFIMxEbFzF2YQbEUenWProGjSqiZUp2mJ+zbJozEqVUccN/Om2n6L3MQjY7yh1VQ7g/uWAF3smAFDqF70r2Lc6AGj2BmOikVVjLpdHZ8a/9HUZ6PItJt2zEmiFYBLq4BkJlWBEozmAbVaQUaBeekns29zy2emTo+K5j+zsLnGL59EiWvkXdzklTKESjKHY7972IpUAC0tLdu3b7/vvvtcy9/ChQt/+MMf/u53v7v55pu/8pWv3HPPPQeXU3sLdxZDz3Fqe76QD8N/eWje/LVdF1FC+Zza0tLCzO3t7VLK5ubYs/DevXtXr16tDMK9AQe011tRSIbQTURKBAObQZWnEC2txUzqPbeHBr2eX22Dax5+eZEy6D228bnO43Kikq+hdPQNk67F4xpWY3ZgayF0TYUuUcmYKIRjxnY8xc793+Etbza4utZ+5D51pB1lSkRS0rHqEapHt85rLFHVfT3A8CRxF8mpzuW2p0cbHmwBJf21SSk86ZXUL3aYepdcsqzAvRBflQALYnGYEyqAWbNmXXbZZZ4r7cILL/zlL3+5cOHCj33sY3/1V3/1k5/85GDt3iGBHvm1SeZQ8n8/+/ydcyr4ypXLqVdffXVLi26A/tGPftT7VAhx4403lr/VA4oPjkcNjDBlKMuh9NUqKDnIrbn6B59doVjtoSWr9LM8OWI0mmB30NS1YcTm1Df1KDrJLUNovmLCSW1cfmzzui2PA+g8LldJXBJgNA1pgRsvaWeanOiT02U1JYYO+tXFItK1aUzHuNQYTaQXTtKMIZmK6dS4E1Q9Hukx72HIJQ8tTOOJqohF/5KRsDAZVRWd5HKQfDYKwC6DlkhOhY0HNt8TBgkYEwQxiAsy0KfInCi/FyAxoIOU1PS+PvX3rdBZpA+sWNVUW1+0JCF8bUocXUf3eskcpCpDeFhbfRX27NmT6jFg5j179gAYNGhQGHZVZPkIx37/1JrbO1dtfvuf7pvT0lFBUxqUz6l/8zd/09nZ+dprr/3lL3+55ppr7DgR1dfXn3HGGR/60Icq2vDhBB0RSvHY0bTeJt7gokbx/GOLOUBzTT28ZlX7J0+L5Cn6X7T2o6oAKAHQ1VECxaspqfAWwxpFnhEjkZqm2qzOc/Rl5E/15Y8e9wfjyjXGoM5bb0FPYjEiq4OnwFxajZyp8U996kX8tafVKoFXHtf08tuziLh9ZBUhSoXy8mdS/brJ8vqOQk2LOCsP86poxaKFYDS7wXeOpzzVulsUImroNuJ7h7lIBXDCCSf8+c9//vjHP3700UfbwXnz5m3ZsuWEE04AsG3btiOwbl1l2A9Obeno3NnY8k/3z37p7Yqbp6IinQpg06ZNY8eOdTk1A4D+9yxv/OwkyDitusLU3lETgy1V9bpaqev+dKaZUgZ9IRsbjHlSbVdUJwA4XbWUI1UDM08ohQCYokglFQAcmpp26vbJxtDnZK8mIkW1pkzKU8e3amZLvR1bceO5VLXWgRaprhJyDztdjKal1sRoFcYIbBJVkxKZgShRFT1PqzbVuGNwThAL55FBMqmLZXlRFtlwXMiyOm5lkA+Z3B6rWqRqqcqmoGWaBRhoqq+HBIXORSkBN+I3cRFlDpwjzmHE9w9/QgXw+c9/funSpTfccMPUqVNVjNL69evXrFlz9tlnf/jDHwbw7LPPnnbaaQd7N3sL0vNTu4XOQsjM33tswaxVr3R7JZVZUsaMGTNmzJgjvSd5GhStqhuuvuvaYGB1o7HBwKwL4qdogHj6qWVTLpdN3apJhlnNpyrct4sWNGVfQNbClISp8K9u2WQqW2hDMJQNNFn5Qa9FG34tDxkdE3OUepZA+wfHFCzh3ovJnd+E+8bu2s5O6D0xk9rqgK5pNZKqLo+60b9mGR3923OcqspMqmsq4ldWECQjItRiFOsY5y1qd3Uyo+WoWv2JWaeuT6hb0HPsGCjtNX75kjZ5/wmpBIROSD1CCBXA8OHD77777l/+8pdLly5VwSvHHHPMX//1X99www0qFPTHP/7xwd7H3o4KfVlg5o5C+PCytT+YtXA/N531JO85WAOgujWrgahCbNzC2MWa9DfC5d2UXBqkVHsAoi9URV5SdbsklPB9gU3nt9RyiyoAmBOxvgp997apgrHeGmNKNPUjjt2jfX8q4rqT4/MjdtdOsTdyRJMxqZoGa9uOGXi9tTmv2p9qjcORH6D7sMV+3YrNLqHaV9VyUI+bxdXV9UplKX49960+nxx/IYBHXl609NiWMvalyLd5fw7RS39ClJB6ROHoo4/+9re/zcytra25XK6mxs88zmCxn73e+vTp09Le+dLb733zvjm7msr52neBrCd5j8HeQIUEE1gZzgTpx3qp1WryWvtuVDKDaUqUXbqIlGhEGuYmC8fYy8UsCPHeORolfas6MkJyIEhVe9C2Xm0K1lvUeY3aCMx88e7ghjM/AuC+NUuf6itTVQvgahqK7q2KGpLsy+YY2L8XR/O7oUkMHf/inQR9vsl77ElKVX22DQ0nD4Et7xpZ50nYaLfdzZenXNV1VJJUvRLYvDXzQNoraJ3QDGHUKlLVakBcvTP/yfFX2JycF958XCXPOJ37mJnMNTX6N83qm36MCWdqqqHevzSBik7CiP9zmItUKWVTU1Mul2toaGhvb+/o6LAfFQqF9vZ2NV1TU1NbW3uQ9rGXYj9tv9XV1VW5YNO293uEUJH1JO9JWHnqmgdhzIOUuNGUiVSGS6e9lMHUSuvWElgMXvfNtBkgFe+lqVVox5v+qM+eNrdg7NI1Tzf1rYtxpFrQckuqeE1o1tiyCdIlVywn7cn2kxKSlJxrakZ8hWqoWnt/PY5xoVdliLZ8C3DazG7/A8Og2sCQbIogdYNUUUy/So4F89qgU0EcwjwbOZtO+545r8n9rxRW4guwoMOeUAFs3br1uuuumzhx4o9+9KOf/vSnxeoo9Z5eb2vWLPBGek+XcqCCb93u3burc8E1Hz7tmg+ffusj8/fHk6pwkHuSt7e3b9u2jZmHDh3ap0+fEnN2dHS0tbV5gwMGDOjGRg8Q+t2/vOm6SQwdguSq1agiRBnriao9uPI06Uklp9pD5DRN9aSCbOxJ2XCzbixkpG+kIBHa/FQl3YhsqUIlVHXGrmusjqQbAdaZGgtQcpVllFoT9626I8VeUz2pnvk3kqRxqQrrWFVZt4LgMibZ3QOcgg+u6rKqlIyEdSi/wlLAZByoYOtDJWiXKhETpEel7lORmdYjgfYdC3uQxFwYlnt0/bMqAebRDc+1j6hynQCaR+OUGaWopiJNdxZzr5prxO7VYaHzZ44EDBw48O/+7u+GDRsG4OKLLz7++ONTZ1PxK70BvYtBE6g0aKE6lwPwT5+46G8uPvef7p+zbst73d70wexJvmHDhkWLdGodM59zzjkTJ04sNvOmTZsWL17sDd588829qn5T3weWN336vFipQnWLCBkBFVd9adC8GCtJGMtMtbPpWxfHApTUPTAm1ipGklM9/SqcSCW/VCEBxvbbMqj2vheXqAt9/9rlTf3qjFvPkKvLnYZuI90ZJ8u4c5STVGosxmZ+Gf8o4S9Op1UvcyZub9CLOKyZGv1LKuaX7erUmdFSlZhSLNFJkL6OllC96CRBsQcgl1PTmJXMa4jI9gsAfxnV+NK7jzFTy3E1woZzm2LOrgT3uwyVcEGbubou9RC34TOpcF8M/8HhL1IBNDQ0qNwKABMmTJgwYcLB3Z9DHt2wjgANtdUNtdU/v3nm6s3vfOv+Oc3tlWWmKhy0nuQ7d+589tlnR40aNX369CAIli1btnLlyqOOOmrUqFEllrrqqquqnDbrvYpQLSIjob1fezecbvBc6iJpg90Lvu6GipUsiYSwLtZoB3Skkg33BfDMUfmV6+fJkPb1r0MoAHX39I29EWVGkg7ePLFBxPVQXIa6BOy+tYMliMC39MYtwO48pdYQl2LoinrS1mIINXKjpkQnpRNqdCL0/xJXWZFr5+AcMwmpc6JgX8EwfVWtS9WYQdB3XyuYmusbUm5kqVtLNSp4swhA0BFCqBl6Ht3iVIW+tTUXjhu96NYv/WbB6p/MrvgbeNB6kq9du1YIcdFFF1VXVwM4//zz33jjjTVr1pTm1CFDhvTyELi+D65o+vR5xHDVaok7adGPusqliUX8GlHriLiiQb+pcUnF4JWD0ArV3NZDbRY1+amqXawTOqz4QOm6pv61MtQ28GifPTMgokGjzfRhuQZheyQkE0Eu1pMqo7JKnqKN+VPNKTTTJvrGvHctwH68klmhL0/dcCTLpsre62px9bbYY6G27lpCLRqdlGL4RZxooRWq6UAeFYVQEwUpVJFjqZU0ExExC+LQSFUdo5QoBHFpIz5z9gwA961ePrcm5Stnr6N/ldMPGmBT1/fIsPqWxksvvbRw4cLGxsZx48ZdccUVrqLIUAKVCIQUCCIRBDdOnXj9BRP+9fdz575YVqVfhYPWk/ydd9455phjLEES0ciRI9evX5/P50t/b6SUvVOeRijPHlbWmtw1UGLCmfbK+abM2RMQFKt7ZyOVdH6qKwq9m6/uSkPpES4W7Byzvf+m3Yh9ceN576QTH83GrmjfOiuJrLuJaV+qlnYcOn/MJa9+jH11Gmvffa0gNA3QteYjj3gRJA28HoMmI5XMiSFPv+oub1G6KoNJsami8DAS5uZVxf0S993b9pmzLrXRZ8uWL2iq9cvlF0O60V6dIToS82cWLlz4n//5n3fcccfo0aPVyJ///Ofvf//7KmRs9uzZ8+fPv+OOO3r73e8wQm11DsC/XTPjpkvO++Z9s1977/1yljo4Pcnz+Xxra6vnhx8wYAAz79u3r4Rr9oEHHmhra6uqqho5cuR5553Xv3//buz/gUYdtwBoQ0NF3UZKEXAyQKnIoC32qz2pJZigbKRYC9k656Qgwea2q/2iqeV/QYDrh9OuYvfL48rKmMQ0G3VNxG51X1etUvI27YYmWS1mN2ocv7CSVPcTN45VV8Umm8HFyj6Y6N/YzicyavQDRjR4abORei8smzugYAPNXJHqOFNTopOiIkpJio1POP5UCFUZmGzVXylIWKkqiCVD+24Bqc4TEYGtFdj96dtoYb+QJJyz4V7cYiBwjo65/Yiz+q5cuXLgwIGWUNvb23/84x8PHDjwX//1X4cPH/7II4889NBDTz/9dKVetiMU+6dTXfStrRk7fMg9X/v0wlde/98PdJ3e0v2K1G5P8krR2dkJQFl9LdRbNzHL29yYMWOGDRuWy+V27NixYcOGd95555Of/GS/fv28Ob32rpUapfcTp113widumg5Bf5i9fMVb3V1LUommZqbCkV1OEmo3G38AABhJDykA5IQU20PJVBiagyOGQnsLBpgQmnAYE/2rD4AsE+k7q7OPFDvehIE3JgSNt9XPSY1Nm5zUYkTrbKyoVLUl+OB+ikQzOPvokhb967V+0xIWloYJzH0bWz8z6RIr9Zavnd80oIZMyHRKdBJSopNcE31RTgW7Vl/1qmRrPJQJTCxZN5wXpu+QekKKXKoEEJoG1N37wlIdffbCyqY+dSiYq5YGT9A7F1c/ITGBAxyBhArgrbfeGj9+vH27evXq1tbWL3/5y2eddRaAr371q0uWLFm1alXGqeWgpy106FNb/ZEzT/rohLFhWKoqDrrBqTt37nz44YdfffVVr3nCSSed9M///M+pi7S2tjY2NqppInILQ7vQ+qCI6h07duzYsWPV9CmnnHL88cc/+eSTzz//fLILzQdMoi6qBotP3HTF1At14vyLv3i2FeWawtKRtAEm3ahAdA8rXt4hCdcz2CVO3DjkyrEzAPzp1WdeOWGns4MSCJy3cWuhZwT2TKKU8t23/kzrEY4RoR/3m2Bf7wid47Oe1MjGCM2RMKuJJGmaBVjvvtPXD6VLL5kDiaJ/3VKHydn1T8DZlUR0kojKekTcWSLoF06wUm57AUBhWM4ae12rr4o744TJVfXoSen1BhBhXn+5bM0zkNRcV1+iBlcX2tSeAQEuv0Lm4YXGxsYzzzzTvn3hhRcATJ48Wb0lopNPPnn79u5UdT8S0XM61SInBAAKurC9V8apu3bt+uIXv9jY2HjKKacMHz7c/ahE/9TXX3/dpsEEQXDTTTcpN6onSdXbMquEjBw5csCAAdu2bato/z9IpHZrAvbjCapkgFLU4u0AINgeXjl2xhRTZGfTjgfkUZGFL+pJbq2+xmAYmpgmE6bieOa886BKL3mDjprp09FCEi25BteW65oTyYQmwaTQWAFEDKi3OnBJ72XEkYGZdiVporhSSmpNXG95GTVkNhWfR1GU3khTv/p7n19mEo1WNA2sMdZd+6dPMhwedaOTiibSxK3BozcOvfykSwHM3jR/05jt1pmKuFnYXlBdJMtYIJhU0UklUon0CwA09a2DJCokr12R77pvB46sDjKgY354JIpUAAMHDty5M3paXbt27aBBg1TGqkIQBL0nQnPOnN+kjveWXuUH6l5YVPVZVFxHqa2t7be//W1Fnd1OPvlk6yRQO5TL5fr27at6AVrs2bNHCJG05RZDLpdTNuTeg/wuOesXT+rE+bkr22VdT8VZpNeJTSPRVMNv3NhaGSSTG4DpPiu40b92xOtMroOT3D30Ch5QIhDZMwUDFzYUrrt8GoCHFq5YtNuUKoz2KfaWSr615QnZnpXiAUqeBdh3rJr1s3n1KTZVwnrXgTC3gZe98AwENw+oNbQWOw/JAr9J7kwN/Y2W2i4vP+lS+1S0ece9cmhgZ/CkqooOslk0bG4jiuNTo3/Lgn0MKva5Ck06UnHSSSf96U9/+tznPjd8+PANGza8+uqrnpl3y5YtJ5100sHaPQ+9hTt7Hyrj1L17944ZM6bSVqm5XC6X8zekonybm5tV+aRCobBly5Zjjz02CPRPPZ/PSymLPZft2bNn9+7dI0eOrGhPPgCsfWDzhnl3AejcJfsC+26YVNbNp8wbFHF0t3UMv1GN3/0zmymjppnWrJETko6hP2+ar54VZm9ewCeScAJrVfSvdcNaZaOrKSHKqCGKcz5B97I2b/UfuzOgT3vLdR+ZNnWK9jg+//uFrUF95CKVcU+q+5Y51q9GOrk3WowaS3PCAlyEYh0CVou4BZKMNTjmTHUp1h6mB0JTvzoKGDr4SA+mRicJq18dkRqTqmkU6wzzRsMAACAASURBVCZWqaciAQZpQnWn7QWNRf9aa4Qt6VXmN630g5wRqcoawAEN/68jVKQCuPbaa2fNmvW5z31u1KhRb7zxBhFde+219tNdu3Zt3Lhx5syZB3EPDyH4D/IfICrj1NNPP3327NldpruUgzPOOGPjxo3z5s2bOnVqEAQrVqxob29X3niFp59++o033rCVkp588snRo0cPGDAgl8vt3Llz9erVAHpntZHOXb5byZcyJVDiVmU+SslMRaRZuyFJbflfz5yYI2lft5y89efb7w0lFcYEcGQNdDlZAZOoaqKRTLCSKv4QOxDWvjj3KBwqVUZgZoduDbTHMc5VkSfVi2ZKxprqO3i0iyVo1UxHFuBoyB4Pg7zrizQe9aD7j3ru31jYtjb2JqKTKC06qeu436NpzsZ56qlo7utPY4z+jiQLLSGWdmwMD6Ti0VTQL/z9Lo2EzSB6decK6Oj/e+QSKoAhQ4b89Kc//dWvfrVly5ZTTz31xhtvHDNmjP104cKFxx133HnnnXcQ9zBDOaiMUydPnnzuuefedtttX/3qV4cMGbI/G+7fv/9ll132zDPP/P73vwdQXV09ffr0Y445ptj8HR0dzz77rH07YMCAadOmFQt36j3od9/yxs9O6rHVpZFo9zypyoJn34qk9EGkftQrDyUp021zWtm4e+rFP2nbqe5xEhv3j9GPY2qpbXhg0QrFBw8vWqVEKhC7LytPavSWIxuvfitjdQB1k5USiNmE02KACZBcj1YmtHCD43RNmLKhBXc6il++lEL5RaKTUgnVo9UtJ2/99Y7fApAnCyF1KStbS1JFBdtNC4KJ6I6uIzn70INQFHskW30txo4d+4Mf/CD1o6uvvtoWL8zQNQ6YTC2EMlcyTKkyTiWia6655pZbbpk5c2Z9fb2rVseNG1fs21AMxx133Gc/+9ndu3cz86BBg6zVV+Gyyy5z386cObOjo6O5uTmfz9fX15fvdj3o6H/P8r03ToqiWuzN10XqN6DUXbireYrANqm2aY7WligIOREJU0GcE1KA1WByVVYblciokdotB5jKdnqvbU12q01V1qOrTCmKAV7UJJ7/42Ih0SLqEtIVMYpN5KQqQoVhWTL1H8iwX1Gp6khS44KNXb3zRshrPnIRgIfnr3huh85MLWrgNUdU7COlpm0WjTlRmsa8Ar9FDb/FORUAhpGABFIMxfFgJR39q3KimFQrGwjw/nhSownPxoAjN38mwwFC5Sqja7R3FvKFsKYqh5IVvirj1C1btnzlK18JguCiiy4aMGCAGwE1YsSIbuylEGLw4MFlzlxTU9N7wt4qwoDfLd/zPyZ7g77BsASK3oXNZGnFFRdOmkeNDKXit2nhpEJ6fd+8EVUuIIzelsqoScQowbWt6n2miCnVCWqpqhdhVLHB/824445hNqZlGWBUB62Q6JT1MGo15jFNjQFOU5913HLNR6ZbL+9f7l3YEsTzprrQpkU+cuaxjRCKilTHdZpKq7EJ2wwOUphjEaw9qbAlIOz2o86pAMO7oD0I9V08EGvOkKFHEEpm5nueWvXzWcuW3PW3pWeuOO43l8vde++93ehCkyEJ927u3sdLLuO82rWkwqzKc8UFQhI4EGaaWBACCq0PVQlTq1BzQsJ1uTFAkGm3VyNMo4wa1fotnlHjPENQSsRvlFGTjBG1VOyypnfIybMiI8161sk882MzADz2xLK/vCyjRdSaFYXEN5LqWE3sF6s9Tzkr5PyV8VFU6gGAw4gOvyaeflBUquqRZGtV11ZsqmIJY0fwon91Lg2YiLSDvFsgq/jdLBqAj+D8mQwHCj2nU5vbOldv2PIvd89u7ciXM39lnJrP548//viMULuBgb9eBmDXTZMjeVqCO9l5TYIAmAqx/evgiChXTZFgEsq6Kw19Rgo1EGpQ+1Bdq2/M9kssICWEG8zSJQTpevqhifuNZdSQrTYRD1NC0QAWX27GJ1JOVMo8XJNrnfmxS6ZO1cry5Q1Pd4R15LCpZk5TLh9JWmUd6wuBDjQ8/NRy5eV95JlVrcKIVB2qW8RVTJqfEh9FYdtuIxoYV7ea8HyoSfNvaSoFEJB5QiKBpN5lWNnK0NG/Nbs6mal5UG1E8FRZlFKExHEf/eNl3VpRhgwl0ROc2tLeuXNv87d/OXv9WxWU2qiMUydOnPj444+3trbW1+9feaAMZcLz4Blc2hSrEGvHI29cQqHGG5uUCkqKayApiMFSlvYhGAhit7ChLlobsxInDiap+9wPS2Y0doEks9pPmIkZSox54UVq2hqBzT4CfrzSii304m8WMqGlqiE9EbkE8ZQwC7vvUgSrhMuvig63hwBwtN4J4RQ0sgsqNo0GWYKEq1CFcRqrCeUjP/vNvlefOg3AIy8vWjKitfjxlI14DHaGQxRr1izwRnpVl/L99CV05guS8YP7n3ly6SuVLlsZp5511lmXX375N7/5zZtvvnnUqFFujBIRZX2IusTgXyzbdfPkGMuw/2oyJxPfCzNP332tnzk3USFWRHXVQSCh6DNSqMrkq7UpMREH1sxrFaqQilmNbA0DkmEZEZnCtFNl1eTEZtTY8r+sdy/mVXXFHDuRLFBBwmXlBJXSr+55AzrzdY89rovTPv7Eio7Ouqi4f6DarhFY1x1kAoU6XdfSKjGkiNQqB2hDvVt4MalA1TEWka0whYkRe6xwmrvBPichplzVjOra2QJJT22Y9+4pb9uP7PosmzodaaTynyrHqmsBtrMFFNbsLFx96rSpplLEX954orNfXezUE/br9pW5UQ9Z9CoGTUF3H9eYubMQPrzgxR/9fmH31lAZpy5YsODBBx8E8KUvfcn76LTTTrvrrru6txNHFAb/fNnOr0wG0nyBXfpTE948ZgYxCRYOlYIgRFQfQJFoQNr2q3yoQTqJRnZgAVlFIVIL6jtIjWByP2WKV4FVFk43TInjp4ITjV8dui1q702MeytRhPfCOvnKK08D6Myb+GHJIHBIECDJTERSB0ezIIRMARkqBQhCggksGQRSZlynPj4A3Z0mDVG1hPSgMxX3GzlQyfGSWor1jL1egaT/3vFrMsXsUqgUECQBCMWoRJAoIHAlLxzZ6i5YvNZmWu5QaTCIcfSPMqtvhgOGbnFqc1vHy2+89+1fzt7d1H2TTGWcesIJJ3zxi19M/citS5mhXLjGxqLzAFa8AohXiH1g3fLmgbWA44EjmyfjdwcTTtpMir0XvslXkJQlRaqX1FgM9e93hFI0Dazzzbzsf/VTzLycMl1UkqaBrJlRAozOztpoXWTcqATVC0CVgyA4UWOSIfxIYBT7zTo71kUoT/HQX++Zwo0/8uB9ZGkvZuaNwpHSK9xHZmQnRknJ1sKw3GMbntW1Njc81z6iigrFmbVswdqQb8msvhkOKCo1gLR25Bub2/7l7tkvbHp3PzddGaeOGjVq1KhR+7nJA40FCyJDf7JrTW/AkLuWAdj+NT+7JoLRZMXuPHP78LIXnyHi5gG1SpIqhaotwDBiVLAKSgqEDkqKKVRKV6jK5CuK3/a87mClcf67ddeO/wiAB19aMv8oHTjHCcrxLb2cwrjuyXEn7E54XEsMCllVKCRmMj3g9NIEXReCKKZWoSs/sWBPrTKBpYledky+7O6tWz6pRCklu+tktLs7bEJ/7bhwHobgXAIeJua8qgskPfPmvNwpRbUpgCCy7kpJnJeBcqy6FmA3tQbAmlF7Xtn6mGTsO7ZW1WXQAUrG3mCvGxMT6R48aiKVaKf2KVx35TQAs3a3rL3/tRLnJkOG7qPsh7ahQ4dK5p88svjhBWt6ZMvd75/aa9E7ebRiGElULMGmqW8dCbbtv9WrLQ9rSwRY+6HwFKrTdNNTqIpQU2VNRdG/BK57v+Pa0y4zDjks3zCnqV+dL+AYvrE08XvoTpgSR8wardPZtpabiln17Z9ZGlpN5q16wcCWSt1MmFSDtrfzReWpz6zGn+pXfHIdn4J4y8lb7931KwB0ih505owuokuo9tMABIhYiWAntUb1W+0cLEIWVAAxezFo0REVNWjHxhs6W6673JRuDuWGuXcmC3lmyPBBYt++fW3t+etnnLXhre3rXu+BRmcVc6qU8plnnnn++ef37t0bhtHv6/jjj//yl7+8/zt05GDYT5a993dOao0VpsWsaOy/snPjdoOSrEI1MUrGq5pMm0kLSspRGBALyDxHsb4Vsal2o8ZnZtPSyxlKRCHFZyCn1E5RWk3agU2Da1U0HwySTKHWqdH6KVrKllKKaJWZRaRWlT09KrRU/DQQKxssweFdsh3LnR3m1EMirdntk5AedjNTExHaNMzmw/gUlaRSPcgSJCQzSKrUGi9GCY5ZmHVEt5az2sVgOpN7O2+f8KKqWDZQy0G381wzZOgS5T+Ft7e3N9RVN9RV3/F3M9dsevdffjW7qbWj68WKozJOlVJ+85vfXLZs2THHHLNt27bjjjtu9+7dLS0tRx11VJa02g0c/aNl7/39h11JGgsJToKNX9WZx1b8c0KQkCzsQJBpZl63Yn5YRaEgWUVh4BTNCUgCQpbxHVVVf93g3vbB1b9/ebGUkkAPvbK0+ahaHfKUDIT12LRY0G8R8WfFKCkelRASJAFmkqw8qcSwjMMUI1ftc9W5p4wQTKZWvFT7wvqfWpQo4nunfL/biybmUnUsw85DADE5C7uH4xh+yS0lmFrlCtquEBS5kVg2DeLrkcwQCJlCimKA4abWcKxgliAbW+59S9lYSJgIsSYOpoiHem2pbZj1sz/JQkhET9w9JxOpGQ4UKn9g61tfc/7pxz/1wy/d+9Tqux5b0u0tV8apK1asWLZs2b//+79Pnz59ypQp3/nOd44//vh58+bdcccdH/vYx7q9E0cyjv6/S7fe8uH0zzxhWloiKjFnc0+d0oMxP1yR0oNCZz3KgNi9NQuSksvOTGV/RDItP7Z5zZt/KoTBvmG1KASG/51nB078AJK/B0+qpjJrUtSaMvrkKFeVvxEZfuGcWydkjNixA5uywF0HlBmku1Qtk3uWYbV6imR7w+52AjqHVrn5qRTPOo0TrU+oAsUFa4J61WOTK0+j/rAcJUr5R05FU2nUuUqGA4/43tK1gG2GmLJkhkMEh2VPckFUnQuunzHx2osnfOe38+at2tiNlVTGqevWrTvhhBOmT59uR4jo0ksvffPNN++8886f/vSn3diDDMP/a+nWf4jRqhvlC5RBqGouVsa4yPbrp824FQe9tBkRCrBSqPaeK1FWiVfPLCyIJRAIqMacktF+VFVnIUAY9YErelSeYOPESDIQCU5jVBWFpKZDNa2svgAzKc5XitthVlgXKYzq19X8fVpVWrbUr9Xm1cAnTmv4VRJUpyBHM+iOAUR80faq60+/EsDDryxedmyz82AU94I7/u/APBUppApWd8fNI5Se3bUAmxmirdgrqx7XWPvsYwWBGY7h17FBaJEKJqLj/kMXIMzY9DBAb+HOIqg07tdFbXUOwP++8ZL/ccW537579mvv7Kpo8coaLBUKBWvjraqqampqUtPjxo1bv359RavKUBpGaVX83WBNGYm0mZi1MJE2Y4KSRPzuXBoinsIIc5t2oqK0aIaTIpKezVicO8s45ug10qPJcTgxSpLhmLOjOCZX4KomNtJMOGswVl/DizLpKnbWXERVRxMRtVOf3e3Xnz5l6gVTpl4w5ZPjLqjf3YlEkQc4Z9h+pAwMnpnBzuP4SqV3fQWk0FFp1lzhzu+XP3RBsKV7E4hb90f+W1bRN8MHCC77rwj61NWMOXbI3f947W03XV66uZuHyjh18ODBu3Zp0j722GPXrl2rpl977bXa2tqKVpXBxfAfLAXixt4EdMBHGUyj0kYEcUAyoDAnZE5IVRzfDUrKCZmjsEqEVdGrf8MthuQdVhknCZIMnds6iLGjMJ7CqO2rCWmJ5kn9rsdDWjTnSSBk5TolhjB+U+1YZUao3KgqP1Xq9dhUHsWsUtOk3h2p3atJWvWycbqAa4s27mFyf8nK3GsOjp3HADPIwijC2LOR81Skg7STPYWMj1yRqP1DnH1FNCEDSl+Je6HJcanGtYApCKUua5TeBBA+9K9ZeYcMHyzsz7zLv5LoU1dz8dknLf3Z1z//0XPK3HJltt8JEybceeed27dvHzZs2IwZM371q19t3boVwJw5c2bMmFHRqjJ4GPG9pe9868NFzbxqvDwjsIIy2Sk2TbP9hoJYBSUFekK/zcuiDtTILOxYetX9XTLlhJSmSgKEZFYV8MDaZujcc+1hOIQadaQxUAzU0NFCIVpz9XCp1N7DrX1Y9Z+RiEJ8Q02EUImqcIjZbTin8lMBVdtBn2wnP1WJVCbyH0HjYUra6svRuKmsBOOjBTNF5Kn/Yqbl5oF1D6x7TsqQiP6w4bn246rUOU+P+HWik0o4UNOuowTQsVUwc+4YGTK5McA6XRURNVqzh/XTa5Gv0lBtWG88BpgJo7+ZsWmGg4AKrFxdIScEgL++ctINl078t18/1fX8Fa19zJgxt956qwqCv/766/fu3Tt37lwAM2bM+Nu/7aKrXIYucex3l779bcexapTN/nw9JJMQKSZfAAFJezs2RuBSIlUU6aKqqinZwBbJRJCKoGxrGh+KVhMKVSHKwQAubChcd/k0AA89u2LxrkipWxuvib/liFxdpRu95XhcklNRz047zOr24NO7ZKKWwExMXT3gRgeqZ/QMv6lnhQBgwbCOF974c0DcOSIIEBOpajbP3u66wIuG/iaubP2aMZedcBWAhev+vHv862AJBLCVH5xIJcHpVl+VUeO3KC+Rq5ohwyGLupqqupqq2266vCBl6SbeFeenXnjhhWoiCIKvfe1rX/va17q1hxlKwnW2dZlgUwaE18EtEZSkFGqxWoMBSckkHZnmihi7w66rTx2B1AUoyHYxY9tfNUarOhkDllAJABo6Wq67bFrU9/uhhW1UT1anGmEKE5ekw5RsTqr+A0JpVWnErEnN6jArARwQsQoaBkkTtVQ+XRiRzQJNDQ3azGCClfwwNLDbcrx1YHUguJoKVqQi4do0f9qoG+iTn1apI/FU1rE1mHrCVbZK8KPb7wqGsSAJFiAZOWudBwdBYGJBzPGKzMalqgz60cPCCX+/vNwTlSFDj6PndKqLPnWl+RSo1J96zz33fOUrX+nu/mToGsf9x9IoXqZHkRqUFEQjRYsRJqKQ0gKd4oEzsDTgekm1J1X7U9MRV67uk0RUMsJKz/hrzH9pI4kA6y513Scxt2jU6jzmXyFO20rqXnMUpmR1M4CpfQu3f3zaD6+aNr1GUgky9l3Osbd+UBLshHaOmtliZgYBtn/u2gLtN43mdKoEWx0cNV4tGp1kLflxGAv/gbmlZchQHojL/etxVKZT29vb29vbe34vMjg47talAN66NVENeL8vv3KjaoUqQkWuts6DIHY9qYJY6FI7ZgRRWYBol6joW8mKVik0VXhixQC0B86UC1BVFtyVEVpqGh5YtEIVs3144arWoN4EEBltGhV2ADjKn4FT6RfM1VWtYM631ULEJKn9RUWS0fWzSkAJSlIta6AKWoCVgZtIlUwqYkNoyLdcNy0S2SufWrSvT9QojeF6l6PyDnACp2PXIu1P1crXQUbO9yMobsNXa64fUVjy4hPqxC7d8ufqUwsSQqiyDyzsA5O7IEESCSKoCoVRESiK+1MJAE78nyuL7UCGDIc3KuPUs88++8EHH9yzZ8/AgQMP0A5l8MG63kBP+ahU6UE3KEmAq4R0CiepJuQmVZEkWFSJMGSRQyg924bZMUFckEKACxB62vhfXaUFW9POBjJT5D9le4M2FLuwWTz/x8Ui5FZRLxyRGp0Mo1+FRJxQtUH4jAnBJ67+KIBZf1jy4kpTdcwehEOu6QZhiZradiZ0FJzWoWlwY5S8MH2Hs9N6qVoDuINkyHSSUJ2IX+m3HE+DVaIhU+cZ6+du2yRBNacXAlkFloAIiAEZgKJIJbU5xaNOhUK4UtW5HmNuXlX6LGU4PNDLe5IfINtvOaiMU88444yZM2fecsstN99885gxYxoaGuxHvacnee/vS1MOPvQvy976j8kH6IvhBiUJsL0dByTBQsbnDBGoakoBScmBgLSVATQYINgAJS9kKdEN1cAbp8TPwLxtqaoXRYrjpq/JMfxW51o/cfVHpk7VYnH92jmd7TVAVFDJk61Or3gduHTGBPGJmZcC+OOspX9ZJ/WOGcMROxMeWqsaHnxWi+wHl65qqk2h5NSjcqsypp69KFjJlE+KFcF3UCL0F0DNMQXz0CNDDmwR4AJHkUqpW7dtc7yjqbiRaoZDFr2LQRM4iM6HbvYk/8Y3vuF91Ht6kh+6POrhQ99e9uZ3JxfrS7OfsCbfzm2CIWpGFEDCDesVkAERAAkGINm5a3M6rRZ7a9JVSdXfidEnxV/jmTaxHwb7EynukKgygw30ZefDKLvUtprxmDWyBhPAXF3T9omZH7WU/PKG+e1cnx6y6yhUw7K8qFGsemIxBPY11ENwysFGb/WZSXIVxd2ZbhaNdYer1NIuyxMCUGYGW8/ZPgYFxOZCqwA0E6nkeM1VhUJrojfWe21aGPOF51POS4YMhxGk5I7OQl1tKfWY9SQ/ciHANWvGXjL6KgBL1zwhz9SVsARJQISR7pQSQvUnD0iGrIy6Ua6Frg2bRqvF+tgYxyrHMmrSHi1L02oXswGdHXV//MNzUkoiPPHo0s62aiWnIu6M3MXprtZorfHwJZY6AFa7VIs89LTm6lPqJfszJ3nUXyLNwxqrjG8Ea7k1sFxaDVlZ+AOzBjOhmtUkToUgP4MmQ29GY2Pjrl27crnc8OHDS1sTGxsbvX5BtbW1h2Q9nwOgU1taO1etfXPyWaNLz3YY9iQ/nDDqW8ve+P7kvi0tLNDUt6HrBSpBx9bgI6OvuuD8qQCYee62TVVHh4BNqEBeKhUXBAiBIKAwLwNBocq3kUw5AafUQ7paVTkYUXlCJlUnljzRBrjU5Ao2V49GzGK50H6abJ0jGcxrV3ZufHEOJOfbavTqneRUYsNgoeWJSL/m22r/+OgSZb99/PHlnR21yMWqFlvzL9K603h8xG5ArKdW1btYaHRKpap4IBLr6kgknTDgopwasoAhXU+tKpu/teorD7ot7OD5ca292lodjr++Z5o5ZzgQWLRo0csvvyyEkFLW1NRccsklI0eOLDbzo48+6kWhTpw48dxzzz3wu9nD6Fnbb2tb5473m2790ZOvvrHj6Qf+rvTMh2FP8sMMH3txxye+fCWA+1Yun1tWh5juQJXBM8ZDCdb3XBjbrzBBvAAU6QKiSyNwzJgcD3DV1dWd+aME1ZKC1cmB8Z9GiSNnqjt/Z2u1SndRukwdMBL1H/QicYpdu6pzw0tzWYjOfB2pvqqq8hHHe9Sw8dEaNoXTSDW+lyZkKcamMI8dsXkFsUiOOL3bVMSvulJVVEg5cRGDShhm9SBUaJLxp8YjlXSAkkvwJudYVf1P3WaGXoF169a9/PLL55133plnntnR0fHUU0/NnTv3uuuuc0NhPJx44omnn366fVtizl6NHuLUznxBSr79F/OfWvRKmYtkPcl7NaoGi0/cdMXUC7Q/b9nSZ5v67pcdRjj1XWtGhMvWPq5E2Mq3n2g4syNkYThS2XilZKFsv0rTqFcvZEkiiCmqONMQJBA45uL4Dnmhv0XClLy3ydt47LE0VapJW+M3Ohelc2nULrHkzvZaFgTngYY4kqRamJZBLcXiflITUkuPWD0q3Piy6FM9v7buQnrR2nbEbZSrIpVgrL6FNJMvJYLORn5qXdoxZegVWLNmzdChQ8866ywAdXV106ZNe+CBB15++eUS0rO+vv6wcOTtL6kyc2c+fHT2mjt/92xFC2Y9yQ8ZcKGkq4xgi5sTpeQypmbu84SXFr+3PodC9QSpLa8MYwDUll5l+80jEMTKGiwhgFB2lWCjgl/gmTRtXiZHgbYpYscTo0lPqitbOf5RtBJVsJCjOaFClQAAoeM9RaRf/dBfV02rbWmHY7QDUcqsl1HjzONTKiEqgGx3zqhVQb5aTyaMquBtqBqTkG3vBgGJhhF5pFGmMyKtEdidR+lRJVUDIrCM1fRALGNVVf0dPrPcJ/cMBwV79+5tbm4eN26cHRkwYMCAAQPeeeed0uZc5VJN6X976GA/bb/NrR2vvLrt1h//ee++1kqXzXqS92rkd8lZv3hSSckn7p7TNPkok6FpSRSJDiFlwfb26nNMvorCPAfQWTCQbFVpulpNX2E8ZMk2tRaJXuUK/g+2OGsWG0/N5jATnKA0P7g3MvyqvYmX0UeUrmp2VDJUtUJj/tVVf0uf/ISBGiiySNJIXIZgVQheOOXi4z8OYOULs4IJMe9mqUuW1K8kAa1QbdRSfIaSWU0ZehMaGxsBDBgwwB3s37//e++9V2KpjRs3vvTSS1LKgQMHjh8/fvz48Qd2Lw8QuvslbW3r3NfUfusdT65d/2731pD1JO/tWPvA5g3z7gLQuUue+MBrADb9vFTXISVxYl2sbR1BlXRh9I2LKgolJJADyyoquEbgpPfUC1nKIxAIvZClHGQnB4ZWVS3YqAecrfsAlGTThLtUw1iQi4Qs2WknbzTqppbmPU0Vr8LXz67SVKG/RMRKCqsYYONSjdRqabgi1Y55nkuv3amXWgPu3CYuOf7jNtbsuW2v1B/TWdLeKz2vqn2Ecuv95hlR9zdmN0JqwJWvdXVgGQ4+Ojs7AVRXV7uD1dXVajwVgwcPPvroo/v27dve3r5x48bFixc3Njaef/75yTm//vUppbf+4x8v7tZe9xAq59RCISRB/++eRY89tV8xd5Vxaome5A899ND+7EeGEujcFburqlI1m34zUZkdLYNSwjzoQZh4FkWupommKcHDoooKAiLPEKTuv7mAVPdQn1bdkKVAM0MsZMnTqar+jiAO3R1K0CoVZCHBgQAAIABJREFUodVkgFJsIj4P4jFKYI7a19iRhE71KFZvOSDNozZUWNMnR1WOjG/VjQHugk31tqI3xm7PqUG/Sbt9seLMzFEEU6UWYADqEUr5UwNiyb7XgCBrP/J2yWPLcHCwd+/etrY2NV1TUzNo0CA1zV0/2UW46qqr7PTpp5/++OOPr1u37rTTTuvXr58350GmzK5QvuUuCAJmtHfk5y565T9/Pm//N10Zpw4ePHjFihVqWvUkP+OMM5D1JO+V0A3CUNSZ6iKABGnulCo5FdJkprKnVv2QJbAEpYYs6VhfzwOJNJGaRJw+vSSU1GW9Bmz+EUvn0USY8hWeBdhtUFMkqsjPlqnI8M6U5Nsy/VYpLd4gAdQOD5e/OEs5CFa/83jtmSnRv0kLcJJW3ZmTeUlKreZmZITaS7FixYrXX39dTR933HFXXnllTU0NgI6ODne2jo6OMu/VQojx48dv27Zt+/btSU7t7Sj7QeKoo45qbu342r889NqbO3pky1lP8kMVtmzNmw+ckRqgVGxBQVH9HV2OR5cqDIFIrUoIoJCqVr2QpTwgAC9kScQ7hSHhC/SZxZGbRfc9RcWyPyLjPycZd/9JaVJlwig6CYAQam3x7BrHkyrieT/Qu+oV06dEdFLs6NL4OUaoaYk0vmCNm4K1veGstYu3bQBQf2anhHClKkwujR2xbz0jsJWqEiTUQxWZV2IAnReV8sNlOLiYNm3alCnaHhsEAQBVlX3Pnj3ubBVVa1frkbJkdGTvRNmcunv37oa66l98/4aHnlj98/t6QHxnPckPeYy67kUA7/xhPCJnqvbDpThTi9QEqKKCZAFCANnJOZFwr1YJCOa8DEASgNC1AggmgdX3vJoG1+pPdSL1NqoJkVPIkjx+LTKDGolCkNzZZMKZqt6GMlnpN0axQiAZoKSgSxgDsovKD85BlvfzpqgjTZdBv+o6us9GIVPN0floN9N6OCYtwM764xZg1pmv0tmN1gt75ik+wwGCUqUu+vbtO3DgwNdff/2cc85RQbw7d+5samo69dRT1QzM3NnZmcvlFHcmsXnzZgCHYk5H+YF0hUJBCKoWwTVXTrz6oxN+8LO585/bsD+bznqSHybo0pmahPKk6lKxYJi6g4FKTgXrwjpOMLDURfZtompUvFAZDAU4TPP/uai4rp2OLTJvkwFKDtwuZCnzqGVT6xFGLd6klq12636HOyaGrfxQLOsUJQS3mUE3HUqbr3uJDMVCfGEKRJRjAVb1fvV0Wt+3DIcKJk6cOH/+/EWLFk2YMKGtrW3BggV1dXU2u+b9999/+OGHbaWkDRs2vP/++8cee2xDQ0N7e/uGDRs2bdo0cuTIwYMHH9SD6B4q/sbWVOcA/K+bZ9x49aR//9GTm9/a2b0NV8CpW7duXblyZVtb28iRIydNmlTs0SbDQcGIq18GsPuJk9TbpDPVDVCy/UwsBEkd5mvUaggBIFWtSqY84BUvDJmqBEKmKijfbMrtWLpuVFvOEIAtooSYEdhDMkDJla0+lUYcyfG3qi2qLpZkuIv1WbMfKZFq2tek+k11OJKMW31tNaXiIJAXOaLLSyUCgN2g32LXMSBfd3pQFmCXTeMVCn0LsDS1CVUk2tZJ+0odTIZejDFjxjQ3N69evfqVV14B0L9//yuuuCKpaBVyudzGjRvXrl2r3gohTjnllNSg30MA3X0IbKivGT2y5q7vXLf8hde/85PZ+XzY9TJxlMup8+bNu+2222zhpLFjx955553Frs3BxeHR6617GHTVq/uePKFiwQqpSNRVq2AZIl2tAhDMnlpVOjVwisS6m4hq6SaoiUrEKxWn1fR8G8+w7UXasBGpIiVQKEpRTZy9dCXqx12Vh+KmYLcyhovUqykgA12KQYYsSpT5RRFTcOo6k3NuOa+lnGUz9FpMmDBh/Pjxe/bsyeVyNhhYYfDgwW7xuxNPPPGEE05oampqa2sTQgwYMKCXtO/sDvbPsNJQXz1t8kkXTR5794NLfveH5RUtWxantrW13XHHHUOGDPn85z8/YMCAJUuWPPHEE3/4wx+uv/76bu3wgcWRxqMe+l2xGUB+3ocQr36unXDOvdgGKKkFqynsBBy1KqpRSFWrIAERumrVTbDh94hZYKjuwWm1qUzhznJTVIlTP3KMwG6wErOTrup4Uu3b0DXnOo1U7aCUCBI8pGZgWwTKbIvJ5tKU8p6W4Vht2N1eFYQdQ6r9zJnEdfQWTK3iWwIeB3sW4M5tQjKJYfKVszOT7+GAqqqqoUOHljMnEfXr1+/Qi/JNYP9LQAVCALjx6vOuvWri934657nVm8tcsCxOffXVV/fu3fuLX/zilFNOAXD++edv3759xYoVvZNTMwComvEWADxbtG6nyU9VcUyKaGU1IWQCqXAjmUfOCwZOpq6GLKpEKJmV7bffi6MvOvEKAE9tmLdpzHa1LZkQqVw2m6ZOuEbgeLCSwwFJx6oiWnZePQuwiLkxtb3X5VpmpSRZzxARqq384J3nLohWrZ6JmS/aXnX9GdMBfviVxSuP22eDfv0/RBWbu7T6JmHswEWXyv3l5MtHfwzAY/81G8hqO2RIx5o1C7yR3tWlvIeeBmtrqmprqv7565dveXf3rT968p339na5SFmc+t5771VVVZ188sl25NRTT1URvxkOCSTvxcl5AjAgQcJ00xRSG4S7SF2VHKiadh1b6aITr5hy/hQAzLx5xz1ysG8etWyaYnxNNecmlvdnRszG66fieJtxzb9wmFXPFidUb8F41BBxFPfb5d52OUPfvW3Xn3GZbpYAXvfmrM4h+rfpBW8LUwlLjaQGJQXFjf8lOFhAtr2bu3T0x1RJpjCPDXPv9OqNZMig0LsYNIlKKl10iT71NePGHPPr2298ZsnGLmcui1Pz+XwQBG5J5dIFrjL0ErRP2w6gfumAEvMEkAF0pg1YBAhh1GqVMQbqagPFU1dDFiCZc/yZNgZHiVTJlMJAbF4NMfhc4OTSpAYoxQVrukjVlmGbYyeN+RfwA5QkI6CkMI3kaZK/GFHhX7M/USX9xOzOUiBOd9QqsrbZUMkZbCWsZMt3NX+J6N9UmKZ+QkLIgn3oyQy/GQ5VHIhA9fra6o9cOK5QupdJ+TFKUkpbQQnA22+/3dnZ6Y707dvXbYCQofdgx4f3Dl+uHSQxxQMZIMWv5gYlgYUEAkipInNVBipDzeAVWqoeLp9d+2dV0GfuG0/LE4UfNASgzFwaz2xbHHFVGn8+jZt/Iz9rMn9GBSiJrh9vuyycVDS1puQMTQPq7l/3nJSSBP6wYUnnyFxUazcevF1CgyLesNZF6bA1y8ErLqtquy7q2ZCJ1AwZXFTlgqpcF6GJ5XJqZ2fnLbfc4g26I6eddtpdd91V0f5l+MCwddK+Mauq0ykOABCAbUElcBAgFCYepwoIQVW2Nh4LQWFe0apRq+pWnudgz/jX79v6qwKL/NgcQv/L5zhWbS5N0ZK/qbk0UYncuCc1UWahDGZ182cQTwiNV9v3xyNXq0qLiVdTKmIQtkFMqeRGhAVDO59/bXZNVaFjRK66qxYIAXH5cUmpitbFkjOiAH63Z0OZ68+Qodfh4BlZyuLUCRMmfPvb3y49j9dRKENvw6ZztK3+/Bej6vkqQMnpa806ZwYEFqAwAKtg4Dw0hXipq5IRMoUsChxIpjwHGAaWJKWp+hcvrZcsJBsLQVLtVJEwBXMK6erxWEeaeKH80gHACipAKR6dBKjKDwEsfSqzsLvDSuuqYvq2hn7i4OyOxT4i2P6pRNEhtQyskdXCffQpkWEsu/Lm2vrAJdh3+ZkpyRIZm2Y41EEHz3NRFqeOGDFixIgRB3pXMhx0RFZfKBuvAGQAsqmr1uqraFWxqWSSoJDtn5AQkqm0NoqhVLxSym8jpcJD6rKpa3DjfmEtwPE6D0FE6mzHS6JGtEhCGxr8D1zBTPqvNAyDljLYSkOTxYpNwlTeSN8EGEUINUOGwwG9XKdmOJygDH1XvtymjL2BeiUZQFaTDMFAAJYBYByoSbUqwNDcCZHnQJppyZpNFdG6tOrXFipGGMnoX0Z92AKJDm7wQnwd8cquYTvKnFGQ0rMGIwwpqpvvxAArr2r6jrF2uwaeQRgTT+Krr7oYwB/mLF/qdTLWkrQUlRIhathHiXLNXoaxiULSgUUVZqYqDs7YNEOGA4SMU49Q/OnUQX/1SkpBywAc6owa0nVf42pVApovIUIWKrwlZJJMoRm3tFru3pSc8YJB4aenXwTg4Xkrlr2TeAL1fKWefnWp1K2qD7CUAEikcVLSk1p8hppc69VXXTJ1ygUAmPmFXz/bmlSrqaBk6k8FKBbcWzqIaeWZ2U8+wxGAA6NTW1s6GGhoKFVAMPuBHbl4bNyQGzduMQUf2PbjrCaEYAECw6pVSQyWHVwVQoSGTfPKhyoDlbcqWYRGpxZYSKaCFIpZVU9ytV0iJrcEn0cNFFeo+ZZPT7/IMtaa3zzbgXpTwMjOxrGCD5LTcmlin+b6FcBc2JdjKVGscrUjTJUR2H+V8ERt0fwTiv0xSqW2RtUe0pyp6CrHtBjXvnDW/teWyZBBY86c36SOX3bZFz7gPUlFj+fSdHQUmPlHP3rqG7dcXnrOjFOPaPxu7Eg18Y3XXoFqXQLZyQCEvX2HzCEQMuU5F0LkOQhZ5DnIc04FJUmIvLRGYCpIoai0IIUEFaQobk7tCn7UbdeJLinV853lFbOeevngj3/2YgBP/Hb+uid3EDO7malRTmq8cJJNtpEgQQwmCQZ1dtY9+sQylX/y6FMr21DPxnXapdUXMDFKBCLYLm8xw2+82kOq+ree11S6ffGsg+dcynCYopdwZ1H0XIwSM+fz4R8fW/2Lny8AkHFqhrIQQCqRuu3tvhJiyLHNqn0bWErkAOhYX1XAASR1jFI0GOqPhC3y4LyWvR/kRwO1VjU89MxyxVh/eHpVG9ULrfYoGWiraIySEbwOcn3zH//sxVMv1MWeNjx3X6FJO1ajV8kQavUqeFg1jFXd7NRsRNBJOyzpL+v5pc3PhjXURvVcXc5hmsSgCqVjMbtuCTP7uolZEG+GIw89RKktLR2vvPzu9777eGNjW5mLZJyaAQB+cOJ4ADfcN3DMyM8A2LTi3jHnze/knFalCCSLPAdKp+Y5p6SqBOVlYIzAosCBVqgcvYYsmCmUOrk0FqlEcRJNGoEBAIt3ixceXEQS7bKeBFQJJKX/yOFXJpXUAggV5MMkiJlJCKh+SkTqI7sFVlV6pQQRIBBKkBaMgEAYknpLgGQmJmUKJiBkCGJikgTBkqhd1oWSinaqiQy/XRQ0FF5marzaQ/kFkl45u+IeVRkyHDbYfz9HW2tn47627932+EsvvVPRgochpx7Jvd72B1WDxejhnz1fVet9jne8u6LP8A4Ayg8agowbVSWnKoXqTJsoX5XCoV+NWlUTyUZmxcAU+1W0ivqo4B/pSgvx+YkEx0ojKRCxUq6mtkNhX+7xe55WwvdPv52f3w0IJmZW2atqDRK6Lr5doWQyfXY8C3DR368x/5bz+yZiFfqr3qZWe0DCtFusiEdGqBmOdOyHTi0UQgL97GfP/OmJF7qx+GHIqRmP7j8KeRSqRciURyAhOlW2jAnrzXMQslaoBdaveRnYoCT3NZQilIJBoRSlqhKWIB7jmNTFeY081RNKjCLOYQQSpBchghBg1TaVIOil2e9vXHQ/pOx8n2HqNrihUQgEQmk3zoEgycxMgYDULlYmJhmwFabKF+rGIpVALGSJU0OMkwFKnkgNiJPe0w1n50tuOEOGIwPd4lRmdHTk5z617sc/eqrbWz4MOTVD95DfJWf9Iqr1uvaBE9X4X7/6hmP4zbl1HiyhunUe3D9l+GUVh8uxSvoxIom7UdmVqURM7Jh5I+4kiluA2fGzKoOtKpAUQktV5y/fKMBEIuR8gVVhQaVKDZVCEIR+q9ctBIeSIAAwJAVCkg5iLpV4YyOVwKVrPiiTL5n+bskZlFXAFnlwKdYWycqQIQPQnRillpaO1zfv+O5tj+/YsW9/tpxxaoYIqbVef3XS8QCuXb/NWn1VZmrM8Buv86BeGYLjFKuYFTqstkKXh6XS+DBrScpQ/tTYIqSdoO4PjAiCSAhWTlZl6WWGlGQDi9Wgrf/ArGr56jAl0h1Py9nbrg+LQGmpNW4ujdubL1nkYfO57V1vJkOGIwnl31xqa2vb2/OtrZ3/53tPrF79xv5vOuPUDDEUq/X60CnH2Okpa9uVQrVGYFekmtCkQCphanJHmVVDNvItwF7CjMOaVo86MtQYe8lQpl6JDlMyeSnE0YTypwodfCQIbMSl+mPmMAQJiDAaFARpVDDpVTAxSFAI9oS1a/UVVEyJ6oMtL17JNfwirdDgG+eWG4iYIcMRh7Jlar9+/XKB+Nn/e7pHCBUZp2boBhafXnv2CzIWphQvRqheFX1K8ypNk1GgZMmDJCxBxodjjlVvEeHbWJWc9Q2vQkAQQhV5JE2vWBWU5CSkwghZIVR6jdorLUbLSb4tO1jJxv26gyGL1DbyGTIcLKxZs8Ab6V1dysu2/e7YsSNXFfzt1z9y/Q0f/t53H39t0/b93HLGqRm6g9UTBMBAHsgfvay/Vqix0CTDo7BWX2JpJmyVwJIi1VOouooCtCdVxx8RW5lIaqesyVeYuckURXL+tPmXBIhZhoSAQ0nM+iMhIKWrUyG0xZqESA8rUrsNN1qKSjhQ9exaT2tnqgsTnSTh9JbZcl5LRVcqQ4YDgd7FoElU6E7t06emT5+aH/7fG55f/cb3v/enjo7ux/p1t8DNwcO+ffv27t0rZfbY3lvw3uTGHR/eu/uC3XHDrwr0RShFKCmUQka0CpYpVBMbIP1qOSkWUqvsq/64LUUPJ0vVzmx40byyZlZl5mWWIcKQJSMMOQxJSoQSzAglpIR56wcPxcKmSlp94dR56Krgg/akbg9pewhjBthyXktGqBkylAMq+89FQ0PNBVNOeuLJ/++zN57f7U0fMjp127ZtK1eu3LlzZz6fB3D99df379//YO9Uhhjap20HIOcdB4CNEZhdY68iJG0Zji+cRjAx625i/mTIks5STRRXIkpYhwWBiYSI5pWsa/iq3VOFINQgSNuBTUWoMru26eOq2PALAGNeHXLV2EsAPLV+3oovrC9jSxkyZDDobm1CIQSAT183+epPnvOfP3hyyXObKl3DIcOpLS0tAMaNG7dv37433ugZZ3KGA4HcjLcBqF5iu584yQrWmOFX6VQJyOJUYz5xE2k0k5maTH6Wqh7R/leVpQpJENAFlWyWKkVSFaS8qiEzUWiKOCgLcMwcIiI7c4l9LrvSLyK7sjb/RudwR+GqsZdMOX8KAJnnFwZvzPqEZ8hQAfavNmFtbVVtbdU//OOV735mz/due+Ltt98vf9lDhlNPPPHEE088EcDzzz+fceqhgkFXvaomtjx8GuskTU2o6i2SXlWKkyVFLtJYlqowaS1ulqpbUMlmqRqpGstShYljEoKYQYKJEYase+bEw4BV0qrn7TSszNqYXIpBY8mp+ujSf/T1l70BID9Y8MNm2Z6rBp4hw5GCnvjV9OlTO3bsMXf97HPPLX71/3z/T2UudchwaoZDGiM/tQ7AG/efGRl+dfcWRMzqwWVWB2yINm711VmqMaoqnp/qVzFUg3mGkKZofjwM2J3TqXTYBaxs7Qrq/Fh49TcykZohQ0XowV5v9fU10y8ed+lHTvt/dz39yMMru5w/49QMHxyOv36Nmtj0m7MjNmUkaUc5UP0yhPE/M6iI0/pNOXK16lRUlVwKXaRQSFWh0IvpJRYMcChBoX5LThgw5SKBWwyOEi1d8OHEr3b9y0ytv5EhQ4ay0KPWnVwuAPD5L0y55trzSt8DkHFqhoOCMV9YDWDTz88h1wIM9G1toQK11DSkBvUUraPkC1kiZfh19K8x/8bZWxVUcn9+UoIlpEAAsGQpqPSPU3TNoAqj/nlZF3MkkLFphgy9B3V11XV11Z2dhdKz9UZObW1tbWxsVNNEdPTRR1e0+JQpU7yRxYsX98yeZehRjLl5lZ3e/MNJlxTkZ6ZPB/DA0hXPSEqI1JgGtZ5U+1GUpcpgMxJlqbJ561VQsmFKpMKXBIeSiHWkUgBIicBUyndScUpnzgz7ScUMmiHDIYQ5c36TOt5bepUfsCiE6uouSLM3currr79uWTAIgptuuqmixTMGPRRx8ndXfubh/zn1ggsAMPOKOQtbahrcWvlwqDQKU1ItaRK9VCFMpQjbS1Vzp+NPNeZfEgJCMbAgYi4UOAgoDDWtVgu2RQ2LoP7RFR/cmcqQoRegt3BnMRy8wL7eyKknn3zy6NGj1TR1ab3OcNiBC/KYX65LtXxu/9pkPY8pkRSDUO1lUsKX/N+YSAt/MsULqwYyBBUau9jPqvnPl3M4GTJk+IDRhcvmQKI3cmoul8vleuOOZThwKDPStRs2VXnBmSp3hVQOqwrldcoqWfMvkWDi064b/Ym/uQLA47+es+7Rd/VaiMLX3rTrLK+EQ4YMGY44HDLU1dHR8frrrwPYuXMngM2b///27j2uiStfAPjJYxKSACEERFxAUFCpEa9QZMVitVaXonStq632odaqVbZed729V4pavV6pWmmrxaqr2KqgttXSLStrxVpRdBXUliLKK/KSNwSSQMh75v4x6zQNEPJCSPh9P/zBDGcyvyRMfjlnzuMhh8Nhs9lUjRY4ugHq6Uq//u/OxuQXV/1v/8oY5Uv2ByYXb8M80YLV82Y8G4MQIgiiNPcLtSXDvQEAQwLUU/ulUChyc3Opzfz8fISQp6fnQOTUS/jZ/gsBZyQWi1taWsjfGUz6p1e2wpc2ABzPAKRUgiB0OpyGEBNjmCjmMDnV09Nz3bp1gx0FcHLBwcGlpaXXr1+n0WgymeyZZ54Z7IgAAJazd05VdKnv/1T94XtnT13e5CQ5FYAnY/78+eRdhunTrV+bAgAwiOzYR0nZrZFKuva8d7a06JE55SGnAmAM2nsBcGz2SKlarR4h9LcP//l95h3zj4KcCgAAwDKFhVeM9gyxVcptSqoEQWjUuovf3j24y9yp8ymQUwEAAFhmiGXQHmxIqd1dKnFJ457EryWtnVYcDjkVAACAc7HqfqpKqVF0qvZu/qYw/6HVZ4acCgAAwKlYutabXofTGbTjqT/8PeNfNp4acioAAAAnY25S9fDwUKu0Vy/e+3hrpl1OTLfLowAAAABDBWHuD47juB53dXXhcFl2ObMT1lOvXPm1Q9qsWUP7RjoAAAC7M/t+qlwu5/DYUTMnnM3b/GXa1YxDP9p4ZifMqZBHAQBgWLOwjxKDQUcMtOjNmAWvRX+8LfNflx9YfWZo+wUAAOBczG77NeTigrm6u/zXjoWpXyYEjPG27sxOWE8FAAAwoL7//ote9w+VtcptmJuQ5+YS8tSofafW3vyxJGXLN4SFDwU5FQAAgGWGSu7si83z/XJ57GdfmDQ7/j+Oplz45uQN8w+Etl+LxcTEDHYIwG7g3XQa8FaCXxGEuT99YzIZCKHXE2af/nFT+LRgM88MORUAAIBzsep+aq84XJanl9vmlCV7v1jlPZLfb3nIqaB3X3zR+/0S4Ijg3QTDiz3qqYZ4bi6i8NFHv9vAYPaTNJ02pxqOUrVv4SEVyXB4mgP6mgzoIw+d18QiQ+fdcdCnOaBhA/PYr6L6GI1Gc+GwyAZhE6CPEgAAAOdityXJLQY5FQAAgHOxud+v1WiWDr4Z4qDvHwBgyMrLyxvsEOwgJiZm//4h9ETa29s9PT2pzYgIWuyYjWYe+33lx/ZNgs5WT3WOf1kAABjKCguN7xkPrVXKoe0XAACAoxhaGbSnAWt/1ah1LLapvOm0/X4BAAAMU/YeS4MQUnap6itb+i0GORUAAICTsedYGq1Gp1XrDm05t2r6//Z78xXafq2k1+s7OzvpdLq7u/tgx2IHzc3NnZ2dXC7X19eXRqOZKCmTyYz+q1xcXFxcXAY4QPvT6/WNjY0qlUogEAiFwsEOx1YqlaqxsZEgiBEjRri6upooqVarlUql0U4PD4+BjG7AOdn1CGxlp6ZfgiA0Ku33p24c3nrOzEMgp1rs/v37JSUlEokEx3Eej7ds2bLBjsgmKpXqwoULTU1NDAZDr9cLBIK4uDgTH0yZmZkqlcpwT0RExNSpUwc+UntqbW29cOGCQqEgn3VQUNCcOXMYjH5Gcw9ZpaWl165dw3GcRqMRBBEZGRkREdFX4YqKip5d+d5++2063SFbrZzsegT2YY/7qQq5Unzv0Yd/Pt7eLDP/KMipFpPJZDweLzAwUCwWazSawQ7HVrm5uW1tbfPnz/f3929ra8vOzs7JyVm0aJGJQ4KDg8PCwqhNHo838GHak06nu3DhAoZhr776Kp/Pr6iouHz5cn5+fnR09GCHZo3W1tbc3NzAwMDnnnuOwWDcvHmzoKBAKBQGBgaaOCo+Ph7DMGrTQRMqcrrrEdiHbTlVqVAr5MqU9Sd+uVFu6bGQUy1GffI2NjY6+jUsl8urqqqmTJni7++PEPLy8oqMjLx69WpdXZ2fn19fR3G5XB8fnycYpp2JxWKFQjFv3jw+n48QCgkJqampKS4ujoyMNEwzjqKoqIhOp8+aNYvFYiGEpk+fXlVVVVhYaDqnent7s9nsJxTiQHKm6xHYjbU5Va/V05n047uyso7lWvcIjvrlFNhFXV0dQmj06NHUHvKDmNxvAkEQjjtbSF1dHZPJNPzSMHr0aPL26iBGZbW6ujpfX18qQdJotICAgKamJq1Wa/pAHMcHPjoABoNVXZSUCvUP5wriRr1jdUJFUE8d5qRSKfpt/xQul4thGLm/L2VlZcXFxTiOCwQCkUgkEokGPFC7kkqlbm5uhq2d5Csgk1lw12SI0Gq13d3dQUFBhjs9PDwIgpDL5Sb6Xp05c0apVGIYFhAQEBUVRVbZATDxfBxdAAAVk0lEQVTT99/3vtLRUFmr3MJv/Aq5su5h84d/Pt5Q1WrjmSGnDmtkWxnZZkhhsVgm2tC8vLxGjhzp5uamUqnKysry8vJkMtn06dMHPFb70Wg0Rh2VyVdArVYPUkTW6+sdRH0/HQzDQkJCfHx8mExmS0tLaWlpXV3dokWLoMcsMN9QyZ19MTun+vj4aFTavetP5Ofcs8uZIaeaIpVKqVEHbDbbcEpJR9Tc3Ew197m5ubm6uvY6bIYgCBPDaeLj46nfw8LCsrKy7t27N2nSJIf+RCbbsU0PInIgpp/O+PHjx48fT/4eGhoaFBSUnZ199+7dWbOG9sw4AJjP7JwqlUoJgvjv1OWfbMy4kV1o+5khp5qSn59fWVlJ/u7v7z9//vzBjcdG//znP6lhML///e+nTJlC3oRTqVSGfXc1Go2ZvVfodLpIJGpsbGxubnagnOri4mI0HIis0jlinx0yZqMqKblp5qDhgIAADw8PB72XDEDvzM6parWazWGxOeivH7++ZEPs3ndO1JbbdC1ATjVl5syZ1EI3jjt4kbJkyRKqYxHZwVUgECCEOjo6qJza2dmp0+nI/eYgXxbH6u0iEAjKy8t1Oh2T+e///46ODvT41XAsTCbTzc2NjJ/S0dFh0ewHTCYTesyCYY7nzgme5P/J+Xdv5RSl/OdJAreyDyb0+zWFzWZzH3PESowRDodDPR0yp/r7+9NoNKoujhB6+PAhQiggIIDcJAhCrVbr9fq+HpMs71jzEAUEBOA4Xl1dTe2prKxksVgjR44cvKCsFxAQ0Nzc3NXVRW7qdLra2lo/Pz/qW6BWqzVxq7ijo8NoqSwAHB2BE2b+GB3IdXOZ8ceI7LrUP6173rpTQz3VYh0dHU1NTQghhUKh0+lKSkoQQp6eno44ZJPL5YaGhj548ICcIqC5ufnOnTt+fn7Uc5FIJGfPnqVmSiotLZVIJH5+fjweT6VSlZaWVlRUBAQEeHl5DerzsExQUJBAILhx4wabzRYIBGVlZTU1NVFRUQ7aFDF58uSysrJLly7NmDGDwWDk5+erVKrw8HCqwOXLl6uqqqiZkrKzs8eMGePh4cFkMltbW+/cuYMQmjJlyqA9Ads40/UI7MaGkX5MJgMh9Pq7cX9aN/vjDel3rjyw7HCrTzxs1dfXG07tlpubixASiUQOeg1Pnz5dq9Veu3bt2rVrCCE/P785c+b0VZjJZJaVlRUVFZGbdDo9NDTUsTr9IoTodHpcXFxOTs758+fJzbCwMMdNKnw+PzY29scff/z6668RQiwW67nnnvP19e2rvFqtJv9pSR4eHjNnznTQOjpyuusR2Imto+dduGwXLjvx8Mrqkoa96080P5KYeSDNcUfuAzvq7u4m59B3c3MzXZIgiM7OTqVSSafTPTw8HHHiIYpUKlWr1Xw+3xHXADCC43h7eztBEJ6env1WuNVqdVdXl1ar5XK5DtS5DAwRMTEx+/cbTxk9iIxuXkRE0P7gucrMYy+2p5lOggRBqLo1P35TcGDTlwihv1ftY7uY+tCDeipACCHyJqs5JWk0mru7u3N8EDv6YiyG6HS6+S3wbDbbCfoHgEFUWHjFaM/QWqXcfnVFGo3G4bHnvjIt9rXph5K+7rc85FQAAACWGVoZtCdre+32BWMzEUIrtyzQaXRQTwUAgOHL0sVlzV9Necgi7LWA6m9x3fq/SQQ5FQAAnJOli8taupry0DV4/YQgpwIAgHOydHFZK1ZTNkd7e7uNj9Cr7OwG8pd580YZ/w1yKgAAAPuyaHFZi1ZT1mpXmx9Gf4MJrLRkya+/Gy9sCDkVAADAIOp1NeW+cmpU1FEbT5ef32dWtvnB0wYxp8LchE6uu7u75rHGxkadTjfYEQ2C9vb2mpqanqPQHj161NbWZuaDpKSkkHNE9KqgoGD79u3d3d3WR/kYQRA1JqlUqnPnzh04cMD2c5lPLBbv2rWr37pObW1tcnKyQqF4MlEBO7JuNWWr9ZU4bc/WCCFEEOb+WEKj0nZ3Kk2XgXqqk7t58+b27dupTTqdHh4evn79+jFjxgxeUOa6fv16VlbWtm3bDJfNscLnn3/+3Xff5eTkcDgcw/3Lly+Pjo7euXOnOQ9CTtbT19pEjx49unz58l//+ldb4iRptdrXX3/dRIFPP/20uLi4oqLinXfesf10Ztq/f39AQIDRQq09+fv7i8XiEydOJCQkPJnAgL1YsZqyjaKijubnr25uVri7szgcDNkroT5e7tCOCILQKLXZRy7Ne7vPaeZIkFOHhb/85S9hYWFarfb+/ftpaWnr168/ffo0n88f7Lj60dDQcPPmzeFWt8Yw7PDhw9RmampqZWXlJ598Qu0JDAxctWqV0XJ1A6qgoKCwsDAxMbHfkjQa7dVXX921a9eSJUtgXv4nyfbFni1aTZlasKsvhhNGmjB5cuoHH8Tq9TiGMaKi/qegoEAoFAqFQj6fb9MwHrumVIWsu/zOw91vfNreJIWcChBCyNfXNyQkBCH01FNP6XS6gwcP3rhxIy4uDiFUV1dXX1+v1WoDAwON7pq0trZyuVwej/fw4cP6+vrQ0FBvb2/0uCm1s7PTx8cnJCSEnJnd6JCKiorm5uagoKDf/e53CCGCIEpLS6VSaUhISM/pfuRyeUlJiVarHTt2LDVRrUKhIJsQJRIJ+U3ZcNa9hoaGyspKJpM5ceJEw/kUZTIZjuMCgaClpaWiosLHxyc4ONj8F4r82iGXy319fYODg01f1U1NTWKx2MPD46mnnuq1gHVB0mi0iRMnUps8Ho9OpxvuQQjp9Xpq3iutViuVSvl8Pp1Ov3fvnlKpnDhxIvmFSaPR3Lt3DyE0YcKEnnX9vsLrKTMzMywsjHwrDZ9+dXW1Xq/38vIKDg6m3poZM2akpKRkZ2e/8cYbJh4T2Jftiz1btJqymSmzXxKJZNy4P4WEFKlUPKXyen09Ryx2Val4DAbL09NTKBR6eXkJhUKBQGD4OdM/O9VTlV2qrg7FnuWpv+TeN/MQyKnDztixYxFCEolEpVItW7assbGRxWLpdDocx5999tlt27ZRU/i+8sor8+fPr6+vLygoQAglJSW98MILW7duvXr1Ko1GIxfdHDNmzO7du6lE+Morr8THx9fV1d2+fRshRKPR3n777bi4uE2bNpWWluI4jmFYUlLS88//ex0lgiCOHTt2+vRpcjVTnU4XFxf37rvvMpnM9PT0U6dOIYSWL19OFs7IyBg9erRCoUhOTs7Ly8MwTK/XYxiWkJCwcOFCssyOHTtkMllUVFR6ejpBEC+88EJSUpKZr8zt27d37tzZ3t6OYZhWq50wYUJycvKIESN6LXzkyJGMjAw6nU6j0QIDA6kOlqSBC5L08ccfV1RUkK9PeXn52rVr169fn5mZ2djYiOM4h8PZs2ePi4tLYmKiVCrFcdzLy+ujjz6iGvxNh2dEoVDcvHlz9epfe5TgOP7BBx/k5ORgGMZgMJRKpa+vLzmDP0KIzWaHh4f/8MMPkFOfJNsXe7Z9NWUr0Ol0oTC4vNyDRmvncBQcjtLDQ+LiotBq2Uolr6WFW1vLUypdCQITCARUivX09OxnpnGbc6pOo2MwGZ8nnf77gQsWHQg5ddgpKytDCJGVxYULF86ePdvLywvH8UuXLu3evfvkyZNvvfUWVTg7O3v27Nlnz57l8/lkZTE8PPzNN98cPXo0nU6/f//++++/n5ycbNhf5vz58wsXLtyxYweNRtu5c+eRI0euXbs2c+bM/fv3q9XqpKSkffv2PfPMM+S09RkZGSdPnkxISHjppZcwDLty5crOnTtHjBixcuXKt956y93d/dChQ+TZEULkIe+//35ZWdmHH34YFRWl0WjS0tL27dsXGBhIrW5WVVVFo9GOHTsWEBAgl8upwKqrq01MctvU1JSUlOTv7//ZZ5+NGjXqzp0727dvT0xMTEtL6/kF+YcffkhPT1+8ePGaNWvodPqJEyfOnDljWMDqIK32+eefb9y4cdasWW1tbRs3bty9ezeLxUpMTIyMjKytrd2wYcPBgwdTUlLMDM9QUVERjuOGdfGrV69evHhxx44dM2fOpNFo7e3t5IJxlIkTJ964cUMqlTrTjMpDnBUTOBMEodFomEwmmYOp1ZSp9iqj1ZQHgq+vL/mNvKurSyKRtLW1SSSSpiaJTifhcBQcTrebWyOH04XjzO5urlTKa2zkKpU8vZ7t7u5O5leS8TIYtuVUZZfqypc3PllzuP+iPUBOHRaqq6tdXV3Jhs309HQ+n09mtSWPR3gxGIzY2Nhbt27l5uYa5lShULhp0ybykiM7+Lz00kvUX0Ui0fLly1NSUgw/Pf39/RMSEshW0xUrVuTl5bm5uS1duhQh5OLisnTp0vfee08sFotEIo1Gc+rUqdjYWCqM2bNn//TTT5mZmW+++SaGYUwmkzwv1beouLi4oKAgKSlp2rRp5AMmJCTcunUrMzOTygc6nW7btm3k5wLZWE1as2aNiZfou+++U6vVW7ZsIQ+cOnXqihUrUlNT7969GxkZaVT47Nmzfn5+77zzDpluV69effPmzYqKCtuDtFpsbOzcuXMRQr6+vgsWLDhw4MC6devIAMaMGTN37txvv/2WvDdmTniGamtrEUKGi8HV19czGIzo6GjyXfb09CRPTfH19SUIora2FnLq4DK9uKzR6sj9rqY8oFxdXV1dXamRPEqlUvJYfb1EqWzlcBQuLgqhsJXDqUaIUKl4XV3ctjaeUsnVaFxcXV3JJmKykq0ntKZO9lsKhYLFYpEVX4Wsu7akbtfrnzZWNlv3RCCnDguHDh0if8Ew7Omnn05ISCDvnzU0NJw/f14sFnd3d+M43tTUZDQKYvLkyUbtSN3d3VlZWcXFxWSjYmdnJ0KopaWF+vQUiUTUbUjyahSJRNTh5B5yBEt5eblCoWAwGBcu/Nq6otFoZDJZR0dHr50sfv75Z4SQTCYzPITL5VZVVVGb3t7ePYfTIYQOHDhg9F3esG/qgwcPfHx8DLtDR0dHp6amPnjwwCin4jheVlYWHx9vWH+NjIykcqotQVpt0qRJ1O+9vuxarVYul/P5fHPCMySTyRBChjdcIyIijhw5snbt2rlz50ZERISEhBjdeCZnsyMPBIPI0sVlLVpNeUBxOBw/Pz/qGtFqtVQttrlZ0tXVymJ1crndfL5k5MhHTKZOqeQqlbzycubdu5Xe3rxW2gM3mlnf57xx3ldfZURGRoeMHadWqPeu/Cw/+ydbIoecOiwkJiZGRERgGGZ4q7+ysnLt2rU+Pj4xMTFCoZDBYFy7dq2wsNDwQKN6hkqlWrNmjVQqnTNnzuTJkzEMq6qqqq6u1hrMYmI4XsWwgmu4R6/XI4TIfFxYWEhlI9L48ePJAj2Rh1y6dMnoQ9yw+0xfdaNx48YZjaUxpFAojA4kN3sOtVSr1Xq93qjXtOE9J1uCtJqlL7vp8AyRX0QM3+LQ0NCPPvro9OnTR48ePXjwoLe3N5lfqQJqtRpZ1RoJ7EskEhl+tTLi5eW1bt06wz1MJvP555+Pjo42czXlJwbDsJEjR1KNJXq9vr29narISqUtGCbncBR8vvwPf2AuXPhyR4f5veID1WoJjuOndn7z5e5vbQ8VcuqwIBAIDNvuSOfOnWOxWEeOHKE+fMk+oibk5eXV1NQcOnSIulBNTIPQL7I2s3Tp0hdffNGiQ7Zv305On2ZH7u7u1dXVhnskEgl1RkMuLi4YhhlNYWq4OXBB2oWl4QmFQoSQVCo1bDmIjIyMjIzUaDSFhYXHjx9PTk4OCQkJCgoi/0rWUGEsjYMyfzXlwcJgMLy9vambJgRBSKVSiURSXV2dk5OjUHR5ev6ur974Pam71buWpkpK7dOsAjl1+JLL5UKhkEqoSqXSqKdJr4eg3/ZZINuIrDNu3Dh3d/ecnJz4+PheR62Qw89VKhVVKXz66af/9re/Xbx4cdWqVVaft1dhYWG3b98uKSkJDQ0l91y5coXcb1SSRqOJRKJbt26RfZURQjiOX79+nSowcEHahaXhkZ9NDx8+7DlPCIvFmjp1qpub25o1a8RiMZVTxWIxh8OhNgEYUDQaTSAQCASC4OBgckyBVqvtp2Pwby1e/HL++bsfrvhMr+u9hcx8MDfh8DVhwoSqqqqsrCy5XF5RUfHee++RTXamD0EIHT58WCKRNDQ0pKamFhUVWR0AhmGrV6/+5Zdftm3bVlpaKpPJqqurs7Oz9+3bRxYgh/1kZGTcuXPn559/VqlUEyZMmD17dkZGxrFjx2pqaqRSaXl5eXp6+rff2tpo8+KLL7q7u+/YseOnn35qa2s7f/58enr65MmTe+ZUhNDSpUtbW1t37txZV1fX2Ni4Z88ewzkOBy5Iu7A0vKCgIG9v7+LiYmrPV199debMmcrKyq6uroaGhnPnztHpdHIANKmoqCgiIsK6ER3AIVzpYbAj+g2LEipCiOfOnbE4+oLqzCv/80cbTw311OFr8eLFv/zyy969e/fu3Uun02NjY0NCQr755hsTh0ycOHHFihUnT578xz/+gRASiUTr16/fvXu31TEsWLCAyWQePXqUuibd3d2prsWTJk1atmxZdnZ2VlYWjuPk+NTNmzcLhcLTp08fP36cLDZq1Cij20JW8PT0TElJSU5O3rBhA7ln2rRpmzdv7rXwtGnTNmzYcOjQocuXLyOEwsPDX3vttbS0NKrAAAVpLxaFR6PR5s2bl5WVtWHDBvJmPJPJTEtLO3jwIFnA29t7y5YtgYGB5GZdXV15efnKlSsH+lmAQTRr1qzBDsHOmBgDIfTalkWLNsbvXfFZwfc/W/c4NLvPiwgcS1NTk0Qi8fX1Nf/ul0wmq6+v5/P5ffVqsRSO4zU1NQqFguzlb079Rq1W19TU6PV6b2/vnhMz2YKcImrkyJH9PqxCoaiurubz+X314B24IO3C/PDa2tqWLl26devWGTNmkHtwHG9oaCDHUPn6+hq+ZeQsXenp6ZZNfAMcR0xMjL3mURqauqSKmgd1u9/4tKmqxehP5xWn2BxTs15DTgUA9O/YsWN5eXlffPGF6fkaOzo6Xn755e3bt0+fPv2JxQaeMKfPqQghgiBUCvXl03n71x4x3A85FQBgBxqNprKycuzYsabvVMnl8qampnHjxj2xwMCTNxxyKkmr1jGY9AP/+fk/Dl0k9/SbU6FxBgDQPxaLNWHChH67fri7u0NCBU4DYzPpDPqq3a9lVB2cFBNqziHQRwkAAADoE9eNw3Xj/N93m0oKxP0WhnoqAAAA0A+eBy/i+TBcj5suBvdTAQAAAPuAeioAAABgH5BTAQAAAPuAnAoAAADYB+RUAAAAwD4gpwIAAAD2ATkVAAAAsA/IqQAAAIB9QE4FAAAA7OP/AShuxJcjjRAzAAAAAElFTkSuQmCC", "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon.secondary_QtPlot\n" ] }, { "cell_type": "markdown", "id": "26b4392c", "metadata": {}, "source": [ "In this case running a simple (non-interpolated) 2D analysis will not be meaningful. Nevertheless the dataset can be loaded back using the {func}`~quantify_core.utilities.experiment_helpers.create_plotmon_from_historical`" ] }, { "cell_type": "code", "execution_count": 23, "id": "f593d14c", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "plotmon_loaded = create_plotmon_from_historical(label=\"2D radial setpoints\")\n", "plotmon_loaded.secondary_QtPlot\n" ] }, { "cell_type": "code", "execution_count": null, "id": "15c8c1c0-4ddb-4d2d-b656-c0b8b2a5b3c2", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "file_format": "mystnb", "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.9.23" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": { "0347e0b613c04a98a5d5b2382271efed": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "089e94f98638429c85785359d9ca62d6": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "0b23e28856dc4ceab01470928c972879": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "0e926c83b6d64c45888fb51d89929500": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "1c200494c56c4e1cbf7cca66a7b25b63": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "1e5bbeeb1b6f4c0695faf9060c0db696": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "2494c91d773b4bdb950e5ccc67975cb5": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_2bc87ee0e8d14c3b8cd269adf18fecb8", "placeholder": "​", "style": "IPY_MODEL_672be03110574522afc8fd2fa45d7fd4", "tabbable": null, "tooltip": null, "value": " [ elapsed time: 00:00 | time left: 00:00 ] " } }, "2549d69d49fa470d885741bc6d193f42": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "26746f1b5b9f4db19ad966ae7b54eb5c": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "29f1a41fdf3d44a2aa7324657cab4227": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_90ed9f58ed0f460a8941774674b402dd", "placeholder": "​", "style": "IPY_MODEL_3840a12062874f7184fb303250ea3182", "tabbable": null, "tooltip": null, "value": "Completed: 100%" } }, "2bc87ee0e8d14c3b8cd269adf18fecb8": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "371b7524ce144dc1ac4ed78992aa25f9": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "3840a12062874f7184fb303250ea3182": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "3cdf84eceba34efbb08618fd3b161626": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_ace498b4f65c4296b8a586e0671fba62", "placeholder": "​", "style": "IPY_MODEL_ed7651f809844bde95b54eba24ef2b3c", "tabbable": null, "tooltip": null, "value": " [ elapsed time: 00:00 | time left: 00:00 ] " } }, "3e8c8d3283f24bed980a7ca87719eb68": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "41b5ac7c637043f59d40386390544c90": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "41fd64e6faf540a8bb0d6359987bb515": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4216b804fda0479ab29a69941a607633": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "43865e56291449ffa5fd9e4e9519598c": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_4ce696f295f74d7c8d1b66f439dd8139", "IPY_MODEL_813bcbab763e482ca21560629fa0595d", "IPY_MODEL_76ec860b80f14f7a949e5264a124daa4" ], "layout": "IPY_MODEL_0e926c83b6d64c45888fb51d89929500", "tabbable": null, "tooltip": null } }, "4780c1baf00845cca4bab0f5607a67be": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "4974d38141994a5787225479f33d5c50": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "4ac4d373097948d2b2485d3b23ea1126": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "4ac58cde34724035912707a9dcde7b31": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_29f1a41fdf3d44a2aa7324657cab4227", "IPY_MODEL_515675e524bc4fc998b5d8f46ab5a0f8", "IPY_MODEL_2494c91d773b4bdb950e5ccc67975cb5" ], "layout": "IPY_MODEL_965c7b945d7047b69451ccc04cd4292f", "tabbable": null, "tooltip": null } }, "4ce696f295f74d7c8d1b66f439dd8139": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_371b7524ce144dc1ac4ed78992aa25f9", "placeholder": "​", "style": "IPY_MODEL_1c200494c56c4e1cbf7cca66a7b25b63", "tabbable": null, "tooltip": null, "value": "Completed: 100%" } }, "515675e524bc4fc998b5d8f46ab5a0f8": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_0b23e28856dc4ceab01470928c972879", "max": 100.0, "min": 0.0, "orientation": "horizontal", "style": "IPY_MODEL_922783172fad48c58331117683f16e8f", "tabbable": null, "tooltip": null, "value": 100.0 } }, "57f08ec383224458a86176c4d65f8f53": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "671ecf5e1863493ea829d982326089bd": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_e0029f5ec690434482f12a96671a385c", "IPY_MODEL_f17c6ea063454788aaa914117252f4a1", "IPY_MODEL_bcf0f697e5364b4b8f140ac01eaaa232" ], "layout": "IPY_MODEL_41fd64e6faf540a8bb0d6359987bb515", "tabbable": null, "tooltip": null } }, "672be03110574522afc8fd2fa45d7fd4": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "76ec860b80f14f7a949e5264a124daa4": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_0347e0b613c04a98a5d5b2382271efed", "placeholder": "​", "style": "IPY_MODEL_ae19aa841b2c45e9bc239b4d509dd95f", "tabbable": null, "tooltip": null, "value": " [ elapsed time: 00:00 | time left: 00:00 ] " } }, "813bcbab763e482ca21560629fa0595d": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_2549d69d49fa470d885741bc6d193f42", "max": 100.0, "min": 0.0, "orientation": "horizontal", "style": "IPY_MODEL_4974d38141994a5787225479f33d5c50", "tabbable": null, "tooltip": null, "value": 100.0 } }, "90ed9f58ed0f460a8941774674b402dd": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "922783172fad48c58331117683f16e8f": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "965c7b945d7047b69451ccc04cd4292f": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "ace498b4f65c4296b8a586e0671fba62": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "ae19aa841b2c45e9bc239b4d509dd95f": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "bcf0f697e5364b4b8f140ac01eaaa232": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_d6a76eb5c3814517bbfe56b73fb655f9", "placeholder": "​", "style": "IPY_MODEL_4216b804fda0479ab29a69941a607633", "tabbable": null, "tooltip": null, "value": " [ elapsed time: 00:00 | time left: 00:00 ] " } }, "ceec3755bae844968e79b686d4ba8774": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "ProgressStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "ProgressStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "bar_color": null, "description_width": "" } }, "d6a76eb5c3814517bbfe56b73fb655f9": { "model_module": "@jupyter-widgets/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": { "_model_module": "@jupyter-widgets/base", "_model_module_version": "2.0.0", "_model_name": "LayoutModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "LayoutView", "align_content": null, "align_items": null, "align_self": null, "border_bottom": null, "border_left": null, "border_right": null, "border_top": null, "bottom": null, "display": null, "flex": null, "flex_flow": null, "grid_area": null, "grid_auto_columns": null, "grid_auto_flow": null, "grid_auto_rows": null, "grid_column": null, "grid_gap": null, "grid_row": null, "grid_template_areas": null, "grid_template_columns": null, "grid_template_rows": null, "height": null, "justify_content": null, "justify_items": null, "left": null, "margin": null, "max_height": null, "max_width": null, "min_height": null, "min_width": null, "object_fit": null, "object_position": null, "order": null, "overflow": null, "padding": null, "right": null, "top": null, "visibility": null, "width": null } }, "d7382ec6721e4910b6b382b35b31d595": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_4ac4d373097948d2b2485d3b23ea1126", "placeholder": "​", "style": "IPY_MODEL_41b5ac7c637043f59d40386390544c90", "tabbable": null, "tooltip": null, "value": "Completed: 100%" } }, "e0029f5ec690434482f12a96671a385c": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HTMLView", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_3e8c8d3283f24bed980a7ca87719eb68", "placeholder": "​", "style": "IPY_MODEL_4780c1baf00845cca4bab0f5607a67be", "tabbable": null, "tooltip": null, "value": "Completed: 100%" } }, "ed7651f809844bde95b54eba24ef2b3c": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HTMLStyleModel", "state": { "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HTMLStyleModel", "_view_count": null, "_view_module": "@jupyter-widgets/base", "_view_module_version": "2.0.0", "_view_name": "StyleView", "background": null, "description_width": "", "font_size": null, "text_color": null } }, "f17c6ea063454788aaa914117252f4a1": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_089e94f98638429c85785359d9ca62d6", "max": 100.0, "min": 0.0, "orientation": "horizontal", "style": "IPY_MODEL_57f08ec383224458a86176c4d65f8f53", "tabbable": null, "tooltip": null, "value": 100.0 } }, "f5f39bf6890640f6ae42c81c18ab9336": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "HBoxModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "HBoxView", "box_style": "", "children": [ "IPY_MODEL_d7382ec6721e4910b6b382b35b31d595", "IPY_MODEL_f93cd70e85f741ceb6491e53194dabde", "IPY_MODEL_3cdf84eceba34efbb08618fd3b161626" ], "layout": "IPY_MODEL_26746f1b5b9f4db19ad966ae7b54eb5c", "tabbable": null, "tooltip": null } }, "f93cd70e85f741ceb6491e53194dabde": { "model_module": "@jupyter-widgets/controls", "model_module_version": "2.0.0", "model_name": "FloatProgressModel", "state": { "_dom_classes": [], "_model_module": "@jupyter-widgets/controls", "_model_module_version": "2.0.0", "_model_name": "FloatProgressModel", "_view_count": null, "_view_module": "@jupyter-widgets/controls", "_view_module_version": "2.0.0", "_view_name": "ProgressView", "bar_style": "success", "description": "", "description_allow_html": false, "layout": "IPY_MODEL_1e5bbeeb1b6f4c0695faf9060c0db696", "max": 100.0, "min": 0.0, "orientation": "horizontal", "style": "IPY_MODEL_ceec3755bae844968e79b686d4ba8774", "tabbable": null, "tooltip": null, "value": 100.0 } } }, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }