{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Analysing pore dimensions with HOLE2\n", "\n", "Here we use `HOLE` to analyse pore dimensions in a membrane.\n", "\n", "**Last updated:** December 2022 with MDAnalysis 2.4.0-dev0\n", "\n", "**Minimum version of MDAnalysis:** 1.0.0\n", "\n", "**Packages required:**\n", " \n", "* MDAnalysis (Michaud-Agrawal *et al.*, 2011, Gowers *et al.*, 2016)\n", "* MDAnalysisTests\n", "* [HOLE](http://www.holeprogram.org)\n", "* matplotlib\n", "* numpy\n", "\n", "
\n", " \n", "**Note**\n", "\n", "The classes in `MDAnalysis.analysis.hole2` are wrappers around the HOLE program. Please cite (Smart *et al.*, 1993, Smart *et al.*, 1996) when using this module in published work.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:16.157508571Z", "start_time": "2023-06-09T13:54:15.290846144Z" } }, "outputs": [], "source": [ "import MDAnalysis as mda\n", "from MDAnalysis.tests.datafiles import PDB_HOLE\n", "from MDAnalysis.analysis import hole2\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "%matplotlib inline\n", "\n", "import warnings\n", "# suppress some MDAnalysis warnings when writing PDB files\n", "warnings.filterwarnings('ignore')" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Background\n", "\n", "The `MDAnalysis.analysis.hole2` module ([API docs](https://docs.mdanalysis.org/stable/documentation_pages/analysis/hole2.html)) provides wrapper classes and functions that call the [HOLE](http://www.holeprogram.org) program. This means you must have installed the program yourself before you can use the class. You then have 2 options, you either pass the path to your ``hole`` executable to the class; in this example, ``hole`` is installed at ``~/hole2/exe/hole``. Or, set your binary path variable (``$PATH`` in Unix systems) to point to the executable's folder so you don't have to point to the binary explicitly every time you call ``hole`` or any of its helper tools. This is what we have done here, so we don't have to set the `executable` argument.\n", "\n", "HOLE defines a series of points throughout the pore from which a sphere can be generated that does not overlap any atom (as defined by its van der Waals radius). (Please see (Smart *et al.*, 1993, Smart *et al.*, 1996) for a complete explanation). By default, it ignores residues with the following names: \"SOL\", \"WAT\", \"TIP\", \"HOH\", \"K \", \"NA \", \"CL \". You can change these with the ``ignore_residues`` keyword. Note that the residue names must have 3 characters. Wildcards *do not* work.\n", "\n", "This tutorial first demonstrates how to use the ``MDAnalysis.analysis.hole2.hole`` function similarly to [the HOLE binary on a PDB file](#Using-HOLE-with-a-PDB-file). We then demonstrate how to use the ``MDAnalysis.analysis.hole2.HoleAnalysis`` class on a [trajectory of data](#Using-HOLE-with-a-trajectory). You may prefer to use the more fully-featured ``HoleAnalysis`` class for the extra functionality we provide, such as creating an animation in VMD of the pore." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using HOLE with a PDB file \n", "\n", "The `hole` function allows you to specify points to begin searching at (`cpoint`) and a search direction (`cvect`), the sampling resolution (`sample`), and more. Please see the documentation for full details.\n", "\n", "The PDB file here is the experimental structure of the Gramicidin A channel. Note that we pass `HOLE` a PDB file directly, without creating a `MDAnalysis.Universe`.\n", "\n", "We are setting a `random_seed` here so that the results in the tutorial can be reproducible. This is normally not advised." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:16.231909889Z", "start_time": "2023-06-09T13:54:16.117854762Z" } }, "outputs": [], "source": [ "profiles = hole2.hole(PDB_HOLE, \n", " outfile='hole1.out',\n", " sphpdb_file='hole1.sph',\n", " vdwradii_file=None,\n", " random_seed=31415,\n", " # executable='~/hole2/exe/hole',\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`outfile` and `sphpdb_file` are the names of the files that HOLE will write out. `vdwradii_file` is a file of necessary van der Waals' radii in a HOLE-readable format. If set to ``None``, MDAnalysis will create a `simple2.rad` file with the built-in radii from the HOLE distribution.\n", "\n", "This will create several outputs in your directory:\n", "\n", " - **hole1.out**: the log file for HOLE. \n", " - **hole1.sph**: a PDB-like file containing the coordinates of the pore centers.\n", " - **simple2.rad**: file of Van der Waals' radii\n", " - **tmp/pdb_name.pdb**: the short name of a PDB file with your structure. As `hole` is a FORTRAN77 program, it is limited in how long of a filename that it can read. Symlinking the file to the current directory can shorten the path.\n", " \n", "If you do not want to keep the files, set `keep_files=False`. Keep in mind that you will not be able to create a VMD surface without the sphpdb file.\n", " \n", "The pore profile itself is in the `profiles1` dictionary, indexed by frame. There is only one frame in this PDB file, so it is at `profiles1[0]`." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false, "ExecuteTime": { "end_time": "2023-06-09T13:54:16.243744744Z", "start_time": "2023-06-09T13:54:16.234654343Z" } }, "outputs": [ { "data": { "text/plain": "(425,)" }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "profiles[0].shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each profile is a ``numpy.recarray`` with the fields below as an entry for each `rxncoord`: \n", "\n", " - **rxn_coord**: the distance along the pore axis in angstrom\n", " - **radius**: the pore radius in angstrom\n", " - **cen_line_D**: distance measured along the pore centre line - the first point found is set to zero." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:16.244514069Z", "start_time": "2023-06-09T13:54:16.240695607Z" } }, "outputs": [ { "data": { "text/plain": "('rxn_coord', 'radius', 'cen_line_D')" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "profiles[0].dtype.names" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can then proceed with your own analysis of the profiles. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:16.392530201Z", "start_time": "2023-06-09T13:54:16.246798034Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The pore is 42.4 angstroms long\n" ] } ], "source": [ "rxn_coords = profiles[0].rxn_coord\n", "pore_length = rxn_coords[-1] - rxn_coords[0]\n", "print('The pore is {} angstroms long'.format(pore_length))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can create a VMD surface from the `hole1.sph` output file, using the `create_vmd_surface` function." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:17.775285806Z", "start_time": "2023-06-09T13:54:16.293097741Z" } }, "outputs": [ { "data": { "text/plain": "'hole1.vmd'" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hole2.create_vmd_surface(filename='hole1.vmd',\n", " sphpdb='hole1.sph',\n", " # sph_process='~/hole2/exe/sph_process',\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To view this, open your PDB file in VMD.\n", "\n", "`vmd tmp*/*.pdb`\n", "\n", "Load the output file in Extensions > Tk Console:\n", "\n", "`source hole1.vmd`\n", "\n", "Your pore surface will be drawn as below.\n", "\n", "
\n", "
\n", "\n", "![sphpdb.png](sphpdb.png)\n", " \n", "
\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "MDAnalysis supports many of the options that can be customised in HOLE. For example, you can specify a starting point for the pore search within the pore with `cpoint`, and a ``sample`` distance (default: 0.2 angstrom) for the distance between the planes used in HOLE. Please see the [MDAnalysis.analysis.hole2](https://www.mdanalysis.org/docs/documentation_pages/analysis/hole2.html) for more information." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using HOLE with a trajectory\n", "\n", "One of the limitations of the ``hole`` program is that it can only accept PDB files. In order to use other formats with ``hole``, or to run ``hole`` on trajectories, we can use the ``hole2.HoleAnalysis`` class with an ``MDAnalysis.Universe``. While the example file below is a PDB, you can use any files to create your Universe. You can also specify that the HOLE analysis is only run on a particular group of atoms with the `select` keyword (default value: 'protein').\n", "\n", "As with `hole()`, `HoleAnalysis` allows you to select a starting point for the search (`cpoint`). You can pass in a coordinate array; alternatively, you can use the center-of-geometry of your atom selection in each frame as the start." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.369574500Z", "start_time": "2023-06-09T13:54:17.772738620Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from MDAnalysis.tests.datafiles import MULTIPDB_HOLE\n", "\n", "u = mda.Universe(MULTIPDB_HOLE)\n", "\n", "ha = hole2.HoleAnalysis(u, select='protein',\n", " cpoint='center_of_geometry',\n", " # executable='~/hole2/exe/hole',\n", " )\n", "ha.run(random_seed=31415)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Working with the data" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Again, the data is stored in `ha.results.profiles` as a dictionary of `numpy.recarray`s. The dictionary is indexed by frame; we can see the HOLE profile for the fourth frame below (truncated to the first 10 values)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.378178837Z", "start_time": "2023-06-09T13:54:19.368466676Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "-21.01, 15.35, -39.24\n", "-20.91, 12.63, -34.65\n", "-20.81, 10.64, -30.05\n", "-20.71, 9.58, -27.73\n", "-20.61, 8.87, -25.40\n", "-20.51, 8.57, -23.62\n", "-20.41, 8.56, -21.84\n", "-20.31, 8.48, -21.74\n", "-20.21, 8.39, -21.64\n", "-20.11, 8.30, -21.54\n" ] } ], "source": [ "for rxn_coord, radius, cen_line_D in (ha.results.profiles[3][:10]):\n", " print(f\"{rxn_coord:.2f}, {radius:.2f}, {cen_line_D:.2f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to collect each individual property, use `gather()`. Setting `flat=True` flattens the lists of `rxn_coord`, `radius`, and `cen_line_D`, in order. You can select which frames you want by passing an iterable of frame indices to `frames`. `frames=None` returns all frames." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": false, "ExecuteTime": { "end_time": "2023-06-09T13:54:19.387121168Z", "start_time": "2023-06-09T13:54:19.374452772Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['rxn_coord', 'radius', 'cen_line_D'])\n" ] } ], "source": [ "gathered = ha.gather()\n", "print(gathered.keys())" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.580917712Z", "start_time": "2023-06-09T13:54:19.384015521Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "11\n" ] } ], "source": [ "print(len(gathered['rxn_coord']))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.599777105Z", "start_time": "2023-06-09T13:54:19.433490144Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3967\n" ] } ], "source": [ "flat = ha.gather(flat=True)\n", "print(len(flat['rxn_coord']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may also want to collect the radii in bins of `rxn_coord` for the entire trajectory with the `bin_radii()` function. `range` should be a tuple of the lower and upper edges of the first and last bins, respectively. If `range=None`, the minimum and maximum values of `rxn_coord` are used.\n", "\n", "`bins` can be either an iterable of (lower, upper) edges (in which case `range` is ignored), or a number specifying how many bins to create with `range`." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.600234920Z", "start_time": "2023-06-09T13:54:19.433750070Z" } }, "outputs": [], "source": [ "radii, edges = ha.bin_radii(bins=100, range=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The closely related `histogram_radii()` function takes the same arguments as `bin_radii()` to group the pore radii, but allows you to specify an aggregating function with `aggregator` (default: `np.mean`) that will be applied to each array of radii. The arguments for this function, and returned values, are analogous to those for `np.histogram`. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.600520586Z", "start_time": "2023-06-09T13:54:19.433947998Z" } }, "outputs": [], "source": [ "means, edges = ha.histogram_radii(bins=100, range=None,\n", " aggregator=np.mean)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can use this to plot the mean radii of the pore over the trajectory. (You can also accomplish this with the `plot_mean_profile()` function shown below, by setting `n_std=0`.)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.804710561Z", "start_time": "2023-06-09T13:54:19.434120737Z" } }, "outputs": [ { "data": { "text/plain": "Text(0.5, 0, 'Pore coordinate $\\\\zeta$ ($\\\\AA$)')" }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "midpoints = 0.5*(edges[1:]+edges[:-1])\n", "plt.plot(midpoints, means)\n", "plt.ylabel(r\"Mean HOLE radius $R$ ($\\AA$)\")\n", "plt.xlabel(r\"Pore coordinate $\\zeta$ ($\\AA$)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`HoleAnalysis` also has the `min_radius()` function, which will return the minimum radius in angstrom for each frame. The resulting array has the shape (#n_frames, 2)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:19.868749369Z", "start_time": "2023-06-09T13:54:19.806341740Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Frame 0: -0.237\n", "Frame 1: 1.567\n", "Frame 2: 1.533\n", "Frame 3: 1.425\n", "Frame 4: 1.243\n", "Frame 5: 1.198\n", "Frame 6: 1.296\n", "Frame 7: 1.438\n", "Frame 8: 1.511\n", "Frame 9: 0.879\n", "Frame 10: 0.997\n" ] } ], "source": [ "min_radii = ha.min_radius()\n", "for frame, min_radius in min_radii:\n", " print(f\"Frame {int(frame)}: {min_radius:.3f}\")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:20.008442874Z", "start_time": "2023-06-09T13:54:19.849409102Z" } }, "outputs": [ { "data": { "text/plain": "Text(0.5, 0, 'Frame')" }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(min_radii[:, 0], min_radii[:, 1])\n", "plt.ylabel('Minimum HOLE radius $R$ ($\\AA$)')\n", "plt.xlabel('Frame')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualising the VMD surface" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `create_vmd_surface()` method is built into the `HoleAnalysis` class. It writes a VMD file that changes the pore surface for each frame in VMD. Again, load your file and source the file in the Tk Console:\n", "\n", "`source holeanalysis.vmd`" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "scrolled": true, "ExecuteTime": { "end_time": "2023-06-09T13:54:30.238218299Z", "start_time": "2023-06-09T13:54:20.012550658Z" } }, "outputs": [ { "data": { "text/plain": "'holeanalysis.vmd'" }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ha.create_vmd_surface(filename='holeanalysis.vmd')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "
\n", " \n", "![hole.gif](pore.gif)\n", " \n", "
\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`HoleAnalysis` has several convenience methods for plotting. `plot()` plots the HOLE radius over each pore coordinate, differentiating each frame with colour." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "scrolled": true, "ExecuteTime": { "end_time": "2023-06-09T13:54:30.590056866Z", "start_time": "2023-06-09T13:54:30.253824047Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can choose to plot specific frames, or specify colours or a colour map. Please see the documentation for a full description of arguments." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:30.802041639Z", "start_time": "2023-06-09T13:54:30.599867233Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot(frames=[0, 2, 5, 9])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `plot3D()` function separates each frame onto its own axis in a 3D plot." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "scrolled": true, "ExecuteTime": { "end_time": "2023-06-09T13:54:31.098474492Z", "start_time": "2023-06-09T13:54:30.824448588Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot3D()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can choose to plot only the part of each pore lower than a certain radius by setting `r_max`." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:31.355806469Z", "start_time": "2023-06-09T13:54:31.099360444Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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R3YVEdq/3PVpEdUGRkj1FX3+xFGopi/LjEeVSFzJZlnULGVb2ks6sSLa8bnepv7dSxBDlJwDN1aRFVxfqVtpOSxnWniyLcVfnGmeni3KtRY0qV0X56KaeWxRFvWZ3Z2cnkiQRDAbxer1Zkd2ZIp2rQlo+n7FFrAEgpQSQlRSisH1TTuHua0/Gvx+BEgGh8M5i+bIZ6VDbwfLrzNWmcjWR1vKkjTaV+WOI8g6nGHf1crYz0AtWn8xjsRg9PT2kUqmC3NXLeRJE2W1VFyO+1Bwy0paOZTKZVq3ZPTIyQm9vrx7ZXVNTQ1VVlW41rXevmYUqQARkUooPq1C3pe8lkw2JMgqi3I9sOrUVlwYUER3+mFhv8WCI9OZiiPIOJrNU5kaCLh6Hpbycjbirc42z00W5wlSDVbCTUGLELYvbOvZakd0PHjzQI7sdDgeyLK85aQuCCbNQTUrxkJQ9WMWdIcoAJun2loryTqg4Buo8U+j20VoiDblLghoirWKI8g5kee7xRqMgt1uUM8fKdFcfOnSIlpaWTRnncYvyUHiKu4vDtNrrOO3aX/DxgiDgtjQxnRghaglswRXmz2qR3bOzsySTSV555RU9Orempoby8vKs+9Ei1pCSPKS2OQK7WFFOmc5hli4jKGNbdWnAk2Mpr8dqIp3ZplIQBEOk0xiivMPQco83M3Jzu6KVl7uvY7EYt2/fJplMbshdvZxSEOXbi0N8avJbPF9zvChRBtWFPZ0YIWr1b+7FbRAtstvhcBCJRDh+/LhuSY+OjiIIQlZkt0WoIcr2R2AXaolqoiyLB0C6nJW3vBXs1D3ljZJLpLV5TbOkl4u0Ft39RsAQ5R1C5o272X2Ptyv6OtN9rbmr6+vrOXTo0Ibc1bnGedyiXGutAmAhUbyV67ao+8qP21JeC1EU143strdLmKrA6x+jvCq2bTW7C7KUlRgCIQBkUV1EifL8Vl2aOs4OEGVZllEUZVOfz+Vo+80amXNdLks6M7r7ScQQ5R3AZgRzrcV2u6+HhoaYmpraNHd1rnEetyjXbaIox0pUlHN9xrkiu4f8lwlwnUB4nEv3LuFwOLIt6S3qfV2IKAtpK17Biix2pX+39ZZyqQvL48ilzkekRVFcEThW6p9lvhiiXOJklsrcqgo6oijqgr+VaHV2PR7Pprqrl1MKouy2qKLsSQaRFRlRKHxSq7UuWcqyUprFUNa7H00mExXOJgIRcNdZONF+Ab/fj9frzYrs1tKvMiO7N0phoqy6rhXBjSKoAW4CAVCSIGzdomEnWMrweAucZIp0Zi/p5SL9pPSSNkS5RCm0VOZGEEVR38vZKhYWFrhz5w6CIHDs2LEtE2QoDVGusVYgIpBSJAKpMNWWioLP4TLXYcKMJKYIphZw0LYFV1o8+X7GWgGRpOJZNbLb6/VmRXZrQWOVlZXrC4KSAGFlh6ziRLkGcKFgRiCFoCygCCs7kW0GO8F9nemdKwUya3ZDtkgnEgm92pggCHz4wx/m93//9/V7badQGp+0QRaau7rYYiCFspXuay26+tatW+zbt09vtr6VlIIomwUTrrQQF+vCFgUT1ZZGALypmU27ts0kn/vSKqotGxPySnewFtl98OBBuru7OXfuHE1NTUSjUe7evcsrr7xCT08PY2NjLC4urvhezclP4ow8hyjdXHHu4kS5FgRhyVreQhf2TnFfl3KN69WqiUUiET7+8Y9viwdwszEs5RJDkiTC4TCvv/46zz///JYGWGhsVfS1Fl2dSCQ4d+4cFRUVDAwMbLlgloIog7qv7E0GWUgE2FvWWtQ53JYmFpITeFO5u0U9TvK3lFVRTsqz6752rZrduSK76/kfAFgT/4OY4/+suL78RVm9NiXdrlERakGZQVC2Lthrp7ivS/0aM9G+b22rbCs9cluFIcolwvLc40QisW3CshXR15q7ura2llOnTun7hNsRVFYqouy2VkF4fEPBXrXWFh5Eru1wS1ktGCIpYSQ5hEnMv7HI8sjuxcVFfD5fOrJ7kHefUV8bT4jEhOzI7kJET5QHAZDFXeqx22Qpl7rgybK8LYbBZhMKhRBFcdsi/TcTQ5RLgOW5x5qAbVeno80USkVRePjwIaOjoxw8eJDW1mwLcTsEs1REeTMisGvTEdieVH4tHEsRk1CGSShHUkIk5HkceYryckRRpKqqiqqqKjo7O5FTUxBX/xaOmLlyMzuyuxD3sNaAQhYPAPmJ8kjoPwMm2py/hrmI97QT3NdagOlOIxwOU1ZWVvKfby4MUX6MZIb6a662TEHZrv2QzRLlWCzGnTt3iMfjurt6OdtRqCQfUU4mk8zNzeFyubZsNa3lKs9vJC3KqgYZeVMzBVeo2moKuR6rWE9UCpGQZ3HQtRmDY5c+of9YXW3jwoULuqt7ZGSEcDjMw4cPCQQCVFdX43K5VrX6lvaUm9L/X1uUFUViIf5lAFqdHyzqLewUS7nUrzEXoVBoRWW5nYIhyo+J5bnHmW3OtBD/nWQpezwebt++TW1tLSdPnlw1rWU7CpWsJ8qBQIBbt24hCAKxWEy3rrS0nMxrv+YZ58rCBMerm7hQ31nQdWii7NmAKNeYG0ERSBAlLAUoN7uKPtfjxCI2EJWGSchzBR1nTn4OS/IfiNn/FEVs1H8vylexpD6v/ywoPsxmM3V1ddTVqe7yy5cvU1tbSzKZzIrs1r5nPbJbSSGgbhspgiP9f3f6vP6c16WwlK0gFpkytVP2lHei+zoSiVBWVva4L6MoDFF+DOSTe7xTRHm5u7qlpWXN1enjdF8risL4+DgPHjxg165dNDc3I8uy3hFpaGiIaDRKRUWFPnFfnH/Ex4dv8GMdxwoXZcvGLWWzaMWWKiduWWQhOVVSolzI92jVg70KE2Vb4nfU4xP/nbj9D/Tfm6QrWa8TFF/O42tqaqipUdtHajW7vV4vExMTyLJMVVUVtTUO9rv1EQFQhOr0eXOXBpWVJVEWWJmOlQ+G+3rrCIfDOJ3Okv98c2GI8jZSSO6xyWQqefd1PB7n9u3ba7qrl/O43NeSJNHX18fCwgInT56kurqaRCKxwrqKxWL6xD05OcliXBWRUd88oVCooH0qzVL2p0Ik5RQWsbjHzZGoIm5ZxJOcpNNxqKhzbBWFuK+Bgi1lDVF+lPWzSbqlns/yAazJj+e0aJeL3mqR3YvBUUiL8t3eAaqra6ivdmJndVHOtJSFIqfRneAa3gnXmAvNfb0TMUR5myi0VOZ2WsrFWK+au9rtdq/prl7O43Bfh8Nhbt26hcViobu7G7vdvupna7fbaWpqoqmpSZ24H/Xzub5JZqKLXL9+HbPZrLu6a2pqsNlsq15HpdmJVTCTUFJ4kkEabTVFvR9H0oWfCTyJ0kqLKsZSLlaUs8RR8SLKdwFImd+tijJxUKKQdj9r17faM5YZ2S3IIkRBVuxUVFQyPz/P1Pg4bz4GiuRhenp6xXctKwn1PFiKtsa2uqb0ZrBT3dfhcNgQZYPVKabv8XaVvtTGyncBoCgKQ0NDjIyMcODAAVpbWwvrxLPNlvLMzAy9vb20trayb9++glb9giDQ6VIDfoKCxHPPPUcgENCt6P7+fsrKynSRdrlcWYsTQRBwW6uYjnvwJAJFi7I9mXaDJyeKOn4ryfe7t+iivH6ucs5xWBJlk9SLgIIs7EIROlGwIpBAUHz6njAUEoim5rQKgp3Ozk61ZndqF8R/B5MYY3pqhP7+fpxOpx7Z7ayKpI8pznUNhvt6K9Hc1zsRQ5S3kMzc40Irc5lMppLbU47H49y5c4doNJq3uzrXWNthKcuyzP3795mYmODIkSM0Njauf2AOGhzqe/QmoqQUWZ+UQY3g1qJ9BwcHicVieiBRTU0NFRUV1KVFeS7h53CR76csror5XPwRiiIjFFFHeyso5Hu0mdTGI3FpIqdYpuRF7gd/jkrLGdrLPrzagCAIGTnF+9LVt6oRlFkExY9Cc9b15fO8CYqaV6UIS5awyVSpi/2pE10k5bqsyO5oapiyA6BIIh6PZ83I7tXYCa7hnXCNuTAsZYMVyLJMKpUqurNTqQV6eTwe7ty5Q01NDSdOnCi6acB2WMrJZJJ4PM7CwgLnz5/PGYWZ73fhstixiSbissRcPEyrs0r/m8Viob6+nvp61QrMFUhkqVSFa3xxFqWmuJQmR6oaE2biShR/ap5qS0PB59gq8n0/NrEFMCETJaksYBXqsv4+G/s0UWmQqDS4qigLyjyKUI8o9wNLLRYVwQXK7Ipgr0ItZchIjRMEhpL1PIilaFeusav8vVmxB/6Ik8EooJj1yO6qqip90ZZPzW4j+nrrMETZQGe13ONCKRVR3qi7ejlbHX3t9Xrp7e1FEATOnz+/5oSSlxUlCNTbyxmPBJiNhbJEeTnLA4lCoRBDE0GIjNA/M8TFyYtZ+9FWa36uTxERt7mFudQYs4mxkhHlQr5HUbBgE5uJy+PEpDG9ypdGKHU767yCIKgdmjLPId9DEuowSeprJdOx9F9cwMoI7PwtZVWUFSE7X/1hopLLUZGEeI9d5e/N+pvZAkTBanFyurubaDSK1+vF5/PpCzKXy6WLdK6c2Z1ghUqStGNFWYu632kYoryJLC+VWawgw/ZGX69mvWa6q59++mkqKys3PNZWua8VRWFkZIShoSE6OjoYHx/ftMmk0VHBeCTATHQx72MEQaCiooIDjbv4yvA15CoLBxsO4vV6GR8f5969e5SVlekCvZ77s97SzlxqjJn4KAfKzm7G29oUCrm/7ab2tCg/otJyWv+9oqRYTN7Sf5aVMCahHIhmHS/KfcjiLgS86b7HaiS6lr4E/qzX52+J5rCUgemkFUjRZHWsOEKLvtYirx0OBy0tLbS0tGRFdmstKkVRxOVy6al2DodjR+wpy7K8Zf2ut5JIJEJbW2l1VcsXQ5Q3iczcY634x0Z43Jay5q6urq7ekLt6OVvhvk4mk9y9e5dgMMjZs2cRBIHx8fFNO3+DXXWDzcZCBR+rBXfNJnxZObOJRELvK5zp/swsbJE5Yddb2iAKs4mxTXhHm0Ohiyu7qZ1A8nViUnZ6U0waz0oxSikBTJQjKNmibJL6UAR1opXFg3q7xqWc4s1zXyuKwnRSvU+bzCufZT36Okeg11o1u2dnZxkYGMBqtSLLMna7nXg8vmYU/+NkJ1jzudDSF3cihihvkK3qe7zdogxLk+zw8DDDw8Ps37+ftra2TV3Nb7alHAwG6enpwel00t3djdVqzdniL55K8bn795gNh/i1s+cp5B1tRJQbbKpgBFNholIch0mdfK1Wa9Z+dCQS0S2rR49U0dJcn4qi4DapNcRn46UjylCopdwBQFzKfg9RaTjr55QSxEYLKy3lW5hVJxSSKcPSFlzqtWyi+zqQWiCqyJiQqTfHWf4kaosIkfWtyOU1uyVJIhAI0N/fj8/nY2pqKiuyu7q6umSs053svjb2lN+AFJp7XAjbnRIFauGM3t7eTXVXL2czLeWJiQn6+/vZtWsXu3btyipTulyURUHgv77+Cgrwk0efwu1Y6ZJcjUa7GoE9W4D7WqPMZKfC5GRRijAT99HlzB0F7nQ6cTqduvtzcXERr9fL3Jya1zvRNw9NEJEX8UUXqHY8/sbtxVjKALFlohyRBrJ+TslqBTTNUpaFOsCGqExgktVKXinz25euQ7eU/SuurVhLWfNI1JvjWAhofS90tIpeQhElNk0mkx5T0NHRQXV1tV5VbmRkhN7eXioqKnSBLiaye7PYqZayUWbzDYgsyyQSiS1rAr7dKVGg1grebHf1cjYj0EuSJPr7+5mdneXEiRPU1mYLVK4xLCYTtU4n85EIM+HFgkR5I5YyQKOtmsVIhNm4d1VRzkQQBCorK6msrKSzs5Pvfve77O3ax91YDSG8vHzrG7SY9+nu8Kqqqsc2aRdkKYudAMTkSWQlhpi2TIPJq1mvS+niqomlg6Tlx7Elfk/9u+k5FHGP/vpc7utCRDmXpTwbHwWg2RwFVlb1UtCKhxSfp6zteVsslqzI7ng8rqdfFRvZvVnsVFE2LOU3EJq7Wouu3gpBhu1zXyuKwujoKAAdHR10dXVtafDJRt3XkUiEnp4eBEGgu7sbRw5xXU34m8ormI9EmA6FOFxbn/eYDQ714Z4pUpQbbDUMRiaZiecu2bgegiDgcrloXtzFQMRL434X7cl2fD4f/f39JJNJfdLW8qO3I4Co0O/RItZhEdwkFQ+R1ADllmOk5CDhVB8AZeajhFN3V1jKiuAgZf5hAER5hIT157KvY8OWsmYHL4nyTNpSbjLHctbVVtKWcrHNKGB1wbPZbDQ2NtLY2IiiKHqqXSGR3ZvFTnRfa4F2xdRRKAUMUS6ArXRXL0cURZLJ5Pov3ACJRII7d+4QDocBaGpq2vLJfCPu67m5Oe7cuUNzczMHDhxYdQW/uiiXc2dululQYeKqua99iShxKYXNVNhj05jeV56N526akC911lYGItfxytOcXzZpe71evF4vY2NjCIKgB4zV1NTkXLhsFoVWcyszH8KffJVQqo9yyzGCyWuAjN20C6dpjyrKSjB9hLanbAdBIGX5kZznzbWnrCgKmCIMhH+WGtsLNDn+1erXpVvKNv3YmbSl3GSJ5qx/LevR1xsT5fU+P0EQVmxthMNhPf1qtcjuzXqOd6qlHIlEDEv5SaeYUpkbwWQyEYvF1n9hkXi9Xm7fvk11dTXd3d1897vf3RbLvJi9clmWefjwIWNjYxw5coSmpqY1X699N8sDfRrL0hZvqLC94UqLDbtoJianmIuFaCtzFXR8gx6BXbylDKooA8wnJrL+pk3ara2teqSv1+vVI33tdntWa8rNCiIqxuNRZj6MP/kq4dRd4McJJi8DUGV5WndnpxTVUpbFQ8Rs/y+wtsWjizKLam6zYEFRFCxVd4hIvUQivTTa/+UaldCy95QXJR8ROYiAQKM5hqAk9GpiS+999ejrfClG8DIju9vb23N+31arNev73khk904V5XA4bOwpP6koikI8HmdoaIjOzk5MJtO2uAa3yn2dmc+bGV29HeUvoXBLObMT1fnz5wta/S4X5aZydXIv1FIWBIEGRzljYT8zRYiyZinPbNBSrreq6UALyUlkRUbMITKZkb5dXV2kUqmcQUSZ+9EbmXQLfRYqLCchCoHkFRQlRTh1L/37U8QldbGhua8VsQlJXHsBplKFgoiArJbaFOpQFAVFXnJHR6WHOM379J8XUxHsojXduStblLX95FpLM1bhLiABQWCpcIxcQPT1amxGRa/l37cW2e3z+fR8eC2yW8uHL2RRthPd17IsG3vKTypa7nEymeThw4d0dnZuW7L/Vohyprv67NmzVFUtTTLbtYddSKCXz+ejp6eH6urqgjtRwUpLrin9kE4XaCmDGuw1FvYzV1RalFa72r+hFo4ucz0WwUpSSeBJTumW83JGo31MxYc5UfFmHOZyamtrqa2txZ+cZyx0n+poHSF/hL6+PlKpVJbrcyv3JwHKzccxCy5Sip/F1E1ikppPbjd1Isnq9yIpBfafFkRUwfShFhCpS3/3S/ezL/FSlij/xdiXuOLv5xc63sv3lWu1r1VRnkmMAtBg60KhHIEQguJFEZaeF2UD0dcaW2GFapHdNTU17N69m2QyqS/KhoeH9b3WfCO7d6KlHIlEUBTF2FN+ksgslZlZ+1WSpC2LSl7OZlf00gTO5XLR3d29YrW8XaKcj0WuKApjY2MMDg6yb98+2tvbixKKlaKsPqQzYVVYC1kgNKT3lQup6qXhtlTiEG1E5TjTcS/tjvyDzDIRBZEm2y4exe4zGRvMKcqj0Xv8w8x/R0bi9uL3+OmW/4JVtHPZ/1Ve9n0WUOi0H+ZHD/47QJ3AtP1obX8ycz/abrevGEMj/+IcSwiCCZf1eRbiX+RR+A+RiQAiNrGFmKgGV6Vkf0HnBNJNKXxqpyjS+7ViSv97RHqY9fqZuBcFhWpzOUuWsi39t1EAGq2dKEINghJKn7draTzdUi7tLlFrRXbfv3+fRCKxZmT3ThVlwHBfPymsFswlCMK25Q1r426GSGa6q9cSuO20lNcaJ5VKcffuXQKBAGfOnMHlchU8xmqWcmPaUp4Lh0nKhX2XjRuIwBYEgVZHHYPhCSZic0WJsvZeWm17eRS7z0T8IU/x5qzXzCcm+MLsnyKjvrdAap7Lga/RYT/Iy75/0F83GuvjYbSHvc4TlJWVUVZWpleeCgaDeL1epqenefDgAQ6HI2t/cjMWpQ32H2Uh/iW9aIhNbEIULJjTluhSoFf+qE0pliKwFUVBMC2JsuYa1/6mRcI32moQlEj6HGn3dTryutHWiaJUg/JoRbDXUkWv4ixlRVEeS0OKQiK7XS7XjmxIEQ6HMZvNJVslbT0MUc4gs1Tm8mCu7axFDZsjkolEgrt37xIKhVa4q7divHxYy1JeXFzk1q1bOBwOvTrXRlg+jtvhxCKKJGWZuXCYenvhucrFuK8B2uyqKI9H56F6/devRot9LwRgIvYgy1KNSWE+O/NHxJUobfb9HCt/jq8u/CUX/V/kIl8E4Hj585hECzeD32Y4coe9zhNZ59aieLWFUCqV0ifsoaEhotGovh9dXV1dtKXnNO+jwf5jzMY+A4DNpO6Vm8X0uIW6r1mZq6x+NpmiPKl/XsFUhJicQECg3uZCiI2nz9FEKOUnJPnVv1nbURI16fNmi7Kywehr7d58nFZorsjuUCiU1aISYGBgALfbvemR3VuFVmJzp1n4GoYok1+pzMchyhsZz+fzcfv2baqqqnK6q5ezHS0V1xpnamqKvr4+Ojs72bNnz4Ye/NUsZVEQaCwvZzwYZCYcKlCU0+7rWOHua4BWu+o+HI/NF3X80nn2YcKMPzWPNzmN26r2D74a/AZByYPLXM8P1v8qdrGMheQkVwNfR0HBJjp5vuaHGI8NcDP4bSZiA+uMBGazOcv1GYvF9FKgk5OTpFIpLBYL4+PjVFdXU1ZWlvf3Vm4+xiyqKNvFtCinLWVJWURRUghC/tPT8rQoRVEQxKXnRyZCSvFhEWp0K7nGUoFViCIqatU0WdzNTFR1c7stTVhFG4pQk3VefTw9T7m4haP2DJSSwGlNVCoqKmhvbycej/P6669TVla2JZHdW8VOrnsNhijnnXu8nWUvofiKXloxkIcPH7J37146OjryevAfV6CXLMv09/czMzPDU089pQvAZpDLIm8sU0V5OhTimDv/sRq1ql7RIi3ltMt6PDpX1PEaNtFBu+MgI9G7DEZu4bY2Mxsf47L/qwC8qeZHcJjUa31zzY/ydNWL9Cy+TLv9AE5TJa12NdhpPjlBVArpr80Hu91OU1MTTU1NKIrCwMAAgUAAj8fD0NAQZrM5qzXlWhO2KCz9zWpSFxZmYSkwJ6UsYhHydynktJTF7Dz/uDSBRazJcl2LsirCstAIQjkzcdU6bLB1LjvvMve1XtFr51rK+aKVsNUiuzM7nW0ksnur2MklNuENLsqF5B5vZ9lLKE4kC3FX5xpvO1KiMseJRqP09PSgKArnz5/H6XTmfZ5/utnPJy/e4vn9Xfzbt53P+ltmnvJyGrVgrwLTorSqXv5kjJiUwl5gAZE2uyrK03EPKUXCLOS/T7f8vtzrPMFI9C69odc4W/Ui3/R8EhmJ/c7T7Heeznqt01RJt2upF3CZqZJaSwsLyUmGo3c4XN5d0PvIvCabzUZ5eTmHDh1ClmV9wp6cnKS/v5+ysrKsCTtzPzqzPKVmIQuCGZNQjqSESCkBLAX4+XNZymQEegEkZHVBNJtLlNNlO7VKXo3WrvR517aUi91T1p7tUhZlreOddv9lRnYDWZHdQ0NDRCKRkqjZreUol5IXohDekKK8vO9xPsVASn1PWXNXV1ZW5uWu3uh4xaK5r+fn57lz5w6NjY0cPHiw4MkpKUmMLvjpdPtzjgG5Rbm5XCsgUpgoV5htOEwWolKS2ViIjgJzlWutldhFKzE5wUzMS6ujeI/AofLzvOz9BxaSU3xu9o+YjD/EKth5q/sn8pqI9pWdZsE/yf3wtaJFGbI/X1EU9ckY1Alb25scHBwkFotRWVmpT+qCI0OUxaXGJ2ahShVlOQAFzOfLS23mspS1ADItX7zBVo0ovw4sibKWo9y4rqW8sTzlUnRfL2e9yOtCIru18q/bsQgJhUI7NkcZ3oCinJnqBGStBNdiu0U53/GKdVcvZztFWatffejQIVpaWoo6T31l2p0czC2uq6U7NeoFRArbGxYEgQZ7OaNhH3OxxYJFWRREWu11PIxM8ig2uyFRtotOTlS+hSuBrzEcvQvAM9XfT4U5P8vyQNlpLvq/yHD0LnE5ik0svgznaveaxWLJak2pRfl6vV4mJibAOoY93VMiGbeiWNQgLLNYTVyeJJWj3vRaLFm0HvVnRclKiQKQdFHObSmHpQCLkg8QaLC2LzvvskCvDVb02gmpRoVGXpdKzW7Dfb1DyMw91qIwC7khStFS1tzVi4uLRacPFTLeRkkkEoyMjJBMJjl//vyGkvsbKtWHbq5AUdYLiISLKAKSFuWZIveVOxwNPIxMMhadpbv6SFHn0HjG9T4CqXlm4qMcLb/A2cp35n1snaWNanMDvtQsw5E7HCx/uqhrKGS7w+Fw4HA4aG5uRlEUPMEqRtKa2d/7iEFZobq6GqnOCSKk5EJFWV3kCMrC0rXp0dciIJOSVVGeTajnbrRWI8pDgCrKU1H132qQlz193lXc1xu0lB9HOlShaFkoxZBPZHemd2UzI7uNQK8dwPJgrkIFGbbPkswcT1tI5How/H4/PT09VFZW8swzz2w4wGKr3592vXa7HafTueFqOw1pS9kTjpJMSVjM2Sv6VUW5LNt9XUgBjEaHFoFdvCgDjEVmizo+E6to4331HyzqWEEQ2F92msuBr3I/fK1oUdbOVcwx5eXVavEt4OnTbyayaFGbLITMUAnDj+7gF47o+9HrWWyKoLbvFAiBEs1yX1vEOpLyLCklSFxO4EuqXpImKwjJEAoiitDJRPwfAWi17804b9p9TVCvqw0b66cM21M4ZKNspjW/PLJ7tZrdWlT3RiK7d3KJTXgDiPJauceF8Djc17Dywdgsd/VytiolSlEUHj16xMDAAHv27KGsrIyBgfXTcdbD5bRjNZlISBLzi2Gaqyuz/r7aZ6K5r/3xGNFUClsBk85Gc5V1UY4WLsqbHYR3oOwMlwNfZTh6m6QcxyIWPgFu1jVZzdXYa9QJeTy8j5nYRaqqRSSPlNVPWJuwKysrc3y/5dxZbMQixKm3zqAolbqlbBVrScqzSEpA308uNzkoN0uoBq8TBIueJtZq25dx3pV1tWHj/ZR3gqW8lYVDctXs1oLGMiO7te+8kMjundyMAp5gUc4n97gQHof7GsgSymQyyd27dwkGgxt2V+cab7NFOZVK0dfXh9fr5dSpU9TU1LCwsLAp4wiCQH1lGRO+IDPBUE5RziUaFVYrZRYL4WSS2XCI9orKFa9ZDU2Uiym1CdCeFuXZhI+oFMdhenw5ng3WTqrMtQRSCwxH77K/7PT6B+Wg2GfKJrZSbX0LZsGVletrEVXL1GKPsfvAAUDdI9T2ox89egSgW1Naa0pBEPjPg+e4s1jFHz31kKOWp0C3lOuBPlJykPmY6t5usrszKnk5ScoJptPpUG32DFEWxHQJT49a/5q0KG+wn/JO2FPeiPu6UEwmE263G7fbDSxFdnu93hWR3VojldUWDOFwmNra2m257q2gtO+KItHc1dr+8Wa0WtzuPOXlouz3+3n99ddRFIXu7u5NFWRtvM20xkKhEJcvXyYej9Pd3a2nUWzmOJoLey4YXvG31URZEISMYK8C06K0XOUiLeUqSxkus3qO8djG8pU3iurCPgPAg/C1os6xke9REAT2VPw+neX/Iev3FlG9TzIDvbR9yaNHj3LhwgWeeuopKioqmJub48qVK1y6dIn+/n4mY2pKXbM9iqykEARVOK1p13ZKCTKZFuUWWy0Q0UZgJjGCjESZqYoq8/IgvJUR2Bvtp7wTRPlxXqMW2b1//37OnTvHM888Q1tbG4lEgv7+fl555RVu3rzJyMgIgUAga6GvNd3YCL/zO7/DmTNnqKiooL6+nve97308ePBg3eO+973vcerUKex2O7t27eKjH/1owWM/cZbyVvU9NplMJBKJTTlXPmj73qlUitHRUQYHB9mzZ8+WdaraTEt5enqa3t5e2tvb2bt3b9aDvZlu8vp0sFeuCOy1mk00lZUz5PNyY+AB1YshvYTgenWdtT3lYkUZVBe2fzHEWGSWfWVtRZ9nMzjgPMPVwNd5GOkhJScwi4W7Yjf7XjSn93CTcu7e04IgUFlZSWVlJZ2dnUiShM/nZdbjwZNUBTK1cI1HVX8GdlXYLSY1AjylBJmKqdHZzcss5UzX9fL3pAg1oIDahSr9u3T09UYqeu2EPeVSqXudT2T3F77wBdxuN5FIBIej+IwCUMX1l3/5lzlz5gypVIrf+q3f4u1vfzv37t1b1TU+MjLCu971Ln72Z3+WT33qU7z++uv80i/9EnV1dbz//e/Pe+wnRpQzc483yzrOZLuLh4AqlPfu3SMSiXD69Gk9B3SrxtqoJ0CWZR48eMDk5CTHjx/X02GWj5NLLL99bZCH4wu82H2Ajsb83mdjlWYpFybK1em9KW8yiSAIel1nLY/W7XZTUVGx4v7RLOVAMkY0lcRhLtxKanc0cHtxqKB95a2avJtsu6g01RCUvIzF+tntPF7Q8VtRbEazlJN5Rl+Pxnv5avj/w2bfBZhwiEmUmssgLB0/PR4Bt9qnWbOUm+21gNakwsFkXE2Nygzy0siVq6yg7ldvpKJXqVvK2+m+LoTVIruvXr3Kt771LW7dusX3vvc9rl+/zlve8hZeeOEFdu/eXdBz9I1vfCPr549//OPU19dz48YNnnvuuZzHfPSjH6W9vZ0/+ZM/AeDgwYNcv36dP/zDPyxIlEvvEy8CLZirkGIghbLde8qBQABJkpBlme7u7i0VZNi4pRyLxbh69Sper5fu7u6cggyri+WXXunjb//5Jg/G8nfrarnKM4H8RFnrmCX5/QBITgd79+7l3LlznDt3jsbGRkKhED09Pbz66qv09vYyNTVFLKa29quw2Ki0qPvAk9HCOxkBdDrVfeVHRQR7bTaCINBmV/dt5xKPij7HZmLOcF8rytr3Yyjl5x/n/oyIHKQ/qKYzNdnCxIRsQXeVdwAgKzEehWcAsAQkkgm18YWMg8mYenyLbc+KcXLlKm+0S5Thvt48tMjuf/fv/h3f/OY3OXLkCB/60Ic4cuQIn/nMZzh8+DC/9Vu/taExAgH1XtG24XJx6dIl3v72t2f97h3veAfXr18nmUyuctRKdrSlvNHc40LYLlHO7CVsNpvZt2/fhrsl5cNG3Moej4fbt29TV1fHoUOH1nR5rTZOozudbuTJP4iqkD3lVCpFb28vPp+Pk3v38bWrl/S+yqDm0ba0tNDS0pKVrpHZwrCmpoZGSxnBZJyJSIA9Fe68r1WjXY/AniuqH/Fm47Y2QRg8yemCj92K6zeny2WCTEoJYtF/XslItBcpHXAVTan7yVbLysmvqX4/3oBIVDYTF1IIgOSJ8SjSz+EOGA8kicphTJipt7WvOD5XrrIWfV1sP2XDfb11RKNRTp48yfve9z7+43/8j0QiEcLhlXNEviiKwoc//GGeffZZjhxZvb7AzMwMDQ0NWb9raGgglUqxsLBAU1NTXuPtWFFeXipzKwUZtkeUk8kkvb29BAIBTp8+TW9v77a5zIuxlBVFYXh4mOHhYQ4ePEhra2te4+TMH06L8nQBopzvnnI4HObWrVtYLBa6u7u5taB2appd5UFdnq6htTD0er2UJ9VzXh7oozMq4na7C6pM1GqvQ0RgUYrgSy5SY80/+nsrcFvUZhDFiDJsvqUsCmZMQhWSEiAle7Gk2znmYjh6B4Bu1/cTD8vAFLJJRlYEvKkyBuONmJBpL49gEirwJFWrr87q4tzRs5hit0CCKVkVHnusmlvXe/RSoFVVVer9msN9LWvu6w30Uy51K7RU3ddroSjKikAvzdVdLB/84Ae5c+cOr7322rqvXRGPkJ6DCnlOdqQoZ+YeC4KwLTfOVhfXCAQC9PT0UF5ervcS3s6CJYVGRSeTSe7cuUMoFOLpp5+msjI/cVnVUq5Vj5/x5O8W1guIhCIkJQlLxqpeE+W5uTnu3LlDS0sL+/fvRxRFGjOqeuXznjNbGB5XFrg5fIOwVSQYDDI2NoYoivpEvl53JJtoocnmZjK+wFh0tgREWV29exJTJWG5g5oWJUkBkooXB7tyviYlJ/QSo7scR/jnlJrOZDeneGnxEAIySnp37hXfN9hvq8SbXlA121UPhyjGQQKPSRXW/e7jtLpa8fl89PX1kUqlcLlctDdItFUu21NWNtYlaie4hmVZLomuT4WymWU2f+VXfoUvfelLvPLKK+saHY2NjczMzGT9bm5uDrPZrKd65cOOEmUt93hsbIy6ujqsVuu2TSJbZSlnFtfYvXs3XV1d+nvablHOdyxtAVFRUVFw84vMXseZ312TWxPl/C3laqcDi0kkKcnML0ZodmWnQUxNTTE3N8fhw4dpbm7Wf9+YruoVS6UIJuJUO/JfRbc41Y5GflHi2LFjyLJMMBhc0R1JE+hc1ag6nA26KJ+oWhlYlIut6uBVbWlAQCShxFiUfFSaV98zy3VNW/H8qRHYo2uW2rwfuUZcjlBpqqHZtoeZmGo1Oy1x9doQEZGRERmK3qPeXIknqVq3zbZ09a909PV4MgpAe9kBmsqWWlNGIhG1ylhgmLZKSESn6Rvuw1XtQrFtvJ9yKSyA1mInLBxysRkVvRRF4Vd+5Vf4whe+wMsvv0xXV9e6x5w/f54vf/nLWb/75je/yenTpwuaI3eMKGeWyuzv76eqqmpbG2xvhShr7mq/358zuno7g8vyEWVFUZiYmOD+/fsrFhD5ktnBKUuUa5f2lGVZQRTz6QEtUF9RzqQ/yFwwpItyMpkkFouRSCQ4d+7cipxFu9lMjd2BNxZlJhwuSJRbneriYTIaSF+DiMvlwuVysWvXLr07ksfj4f79+ySTSaqqqnC73dTU1FBWVka7o4GLvr6iKnttNibBjNvSxEJyktnEWEGivFVoBURWS4sCuL34PQCOVTyPKIhMRdTF3MGyaQRRoNUSoNU6z0C8kYmEm76IyEJSvQ+WmoFEiMkic0lVnDODvARBoKysTG0BKAsQBZs1gsNhZ3p6HDrV1w09HMVdLeWVUpfJThA8SZJ23J6yLMtEIpENi/Iv//Iv8+lPf5ovfvGLVFRU6BZwVVWVnm71m7/5m0xOTvLJT34SgF/4hV/gz//8z/nwhz/Mz/7sz3Lp0iX+6q/+is985jMFjb0jRFmWZRKJhH4jm83mbY2Ehs0XSM3aLCsr45lnnskZzFVKlrIkSfT19bGwsMDJkycLcsdkognx8knJXVWGSRRJSTILgTD11fk9VPWVZUz6g/q+8uLiIrdu3QJg3759qxYRaCwvT4tyiIO1+XdsanGkRTkSRFYUxGWLkszuSJnWltfrZWRkBJPJhFiluj7HIjMrzv84aLR1sZCcZCY+wl7nibyP2zpLWV0YXJ7y0VI2xUF3LWWWpefDk5hiPPYAAYFjFc+RlCU9d/xQ+RTV1ghWuYm4ALus8yyk2glKYaYTqpdDK3cqKBEmUg4UoMpcu2qXLS3QSxTi7OpqoqOrkZvp9YKAVU+pq6io0MtCavvRq7ET9pR3wsJhOVpA10aLh/zFX/wFAG9605uyfv/xj3+cn/qpnwLUegxahTmArq4uvva1r/GhD32I//k//yfNzc386Z/+aUHpUFDioqy5q5dX5tru9CTYvIpea7mrc41ZCqIcDofp6enBZDLR3d2N3W7f0Diw0h1rNonU15QzvRBkxhPMW5QzI7C1oiWdnZ0sLCysucpvKq/g3sL8qsFeq9HoqEBEIC5LLMTD1NtXv85Ma6utrQ1ZlgkEAljnxyABj6JzXLp6mbqa2nVLB24lTbYuekOvMZPuJZwLf3Ieh6k8q83jVrnUNUv5T68pLES/wt+8+/s5Vr8U1apZybscx6k01zAZCSCjYBEFKi1RnALYcBNnBoso8YzrffzzwqeJSKpnrd2upusJSoShhPr9tdn3r3FFDhRsCMQRFC8yS9/5vr0HEQQTsVhMDwacnJzU2xRqIl1WVpb1nBvu661BE+WN7innc29/4hOfWPG7559/nps3b25o7JIV5eWdnTJzjx+HKGvFQzZiHSSTSfr6+vD5fHot6LXYztKeq+UPz87OcvfuXVpbW9m3b1/eD2kimeJ+/zSz80He9sLhrHGAnAuAJncF0wtBphcWObYyXTQnWgR2/+gjmiILetESr9e75oNVbAtHi2ii0VHBVDTIZCS4pigvR2tVd9pVRdntrxGWYpganSRCCe7du0cqldJr+9bU1OB0OtfNKojLCcyCCZNQvJg3WjsBmE2M5fz7XOIRn5z6f7AIdn6s8d/RYOsoeqx8sIhuUrKAN6rea03lS1ZPUk5wN/Q6AE9VvgmAqXTOeL0NRAHKBaimhsXIixxo/llMQiNfmfsCABUmhTKztrCIMhBXz73bsUbhFEFAEWoRlEkEZR5FT4MyIaQ/d7vdTlPT0n50OBzG6/Xi8XgYGhrCbDZnfbc7QfB2ovs6HA5jtVq3JY10qyhJUV6vVKbJZNJTobYLk8mEoihFi3IgEOD27ds4nc5V3dW5xnxclrIsywwODjI+Ps6RI0dobGws6HzxWIrf+A+fA+DZ7r04HFZ9HMi9Ei0mV7m2TJ1gp/2LnP/+F/QV8loVvWAp2KtQSxmgzVnFVDTIWNjPiZrm9Q9YhiiI7C9r42ZwkHl7hLPt53JO5BaLRZ/AcxUfmIv7+ff3P4bbWsnvH/j5oheL2j5yWAqiKDKCkC0Wl/xfIaUkSSlJvuf7HD/S+H/pf9sKa88i1hKIlSEjYBFF3BklE3sWXyYqL1JprmW34xgAk+n95FqbujdcLoLTtIg9/PPYTWrecYWpHlCwijG9pGggFWFOsiMg0Ok4zFooQiMokwjKNIqgWtqr9VJWW1OWU15errcpDAQCWcGAZrMZh8PBwsICLperoP3o7WInLByWo/VSLnUvxFqU1J2wPPd4tcpcj2tPGQrP3VMUhfHxcR48eMCuXbvYtWtX3jfM43Jfx2Ixbt++TTKZ5Pz580W5gioq7FRVOQgEokxO+tizJ72Pt4al3JiOwJ7OMy0qEAjgnRoHQLLYsq5zPVHWrK+ZIkS5s7yaK55xxsL5lYLMxYHydm4GB7kfesS768+tmMglSdInckmS9Gh3zdKqrKzk94Y+jT8Vwp8K8TAyxd6ylqKuxWFSPwsFmZgcwWFasv6jUoj7GQ0rJuMPdeHeKve1VazHE1WvobGsXN+3T8oJLge+AkB31XsQ01aqZinX2NTgO6cAVnEu6zkz4QYWsJoS9IUvcbziee7E1Huw1daS9Z5zIYtNmGQQ5Rlk0yEAhDwjrzUPiRbIqXV7kySJwcFBYrGYXuK1pqaGioqKkhDDnSjK4XB4QznJpUDJiLJmDWiT9Vo3w+PaUwZVlPMNb8+sIpWPuzrXmNsdfe31erl9+zZut5tTp05taAXf1lpDIDDJ+MSSKMPqgtmUzlWeXlhflCcmJujv7+dgZxv0Tayo6rW+KKdLdBbovgboKlMn15ENijLAvdBYTu+LyWTSJ+np6WkOHz5MPB7H6/Wq5T/xMeJcChS75OsrWpTNGQUw7oRe5emqF/Wfh6N3UJCpsTQRTHmIyxG8yRncVtVDsDWWcj2eiLpQaCpfWmgNRXsISwEqzbUcrXhW/70uylY1+somgNU0T+alzcTVhb7DlKQ3dJFj5c9xK6q+72PlJ9e9JkVQ87kFZXrDOcoWiwWbTV1EdnZ26s0VvF6v3lwhszWlto2x3exU93UhxXxKkZIRZS2oK5+61Y9LlAspRRkMBunp6cHhcNDd3V1U+pbJZCqoZupGEASBZDLJjRs32L9/P21tbRu+sVtbq+ntm2R8Iju1Zb2qXmu5r2VZpr+/n5mZGU6ePIlidcBXL7EQipBMSVjMJv395GMpz0fCSLKMqQCLoLNcFeXRUPGivK+sFatgwZdc5FFsTo8IXg3Nla3tWf6voS9AAMR0mYyXZ25yZrFN73hVbNGHl7x/x9nKd+rffV/oEgAHys7wKHqfifgAE/GHuK3NWxfoJVTjiarfT71z6X3MxtU9712OI5iEpalrOi3K1daF9PECopDAYlLvI0VRmIyrizanKc547D5fmf8YXsmCTZA44Dy17jUpgrp9IyjTetvGYnspa9ekLfQdDgcOh4Pm5ma9uYLX62VhYUHfxsjcj96u/dKdailvVuGQx0XJiLJWmSsfITCbzdu+pwz5LQY24q5ezna5r5PJJAMDA0iSxPnz56mqqtqU87a2qJ6Bycls8Vqv/vWsN5RTKGOxGLdu3dJ7SjscDhRFwWY2EU9JzARDtNVU6WOsJRp1TicmQSClKHhiUeqd+T/ImqU8EQmQlCUsYuHWhFW0sL+8lbuLIwyExtcVZUVRSMhJrKKFiBznSkjt7fqRXT/KH498Dj8R5oQgwZEgfX19K1zd602uuxzH9LKVs4kxGm2dhFJ+RqK9ABwpf0Z9z/EBHkZucbxC7ZSzFRaJIJjwRdUCH/XOpftkLqFuVdRbs+tTT+l7yiEETOmUqjms5oX0+/ERkZKYkNhlDzCTKqMvfBGAC855LCbXutcki6qlLMozKIrWS7l4cVxN8LTmChUVFXR0dGRtY4yPj3Pv3j3Ky8t1kc5VnGaz2ImiHAqFNpyj/LgpKVHO9wF/HJZyPuNu1F29nO1wX2sWvc1mQxCETRNkgLY2VbzGx/OzlGtdaq6yJMss+MM01CxF3Xq9Xnp6elY0vRAEgSZXBaMLfqb8i3mLskkUqXOWMRMOMRMKFSTK9fZyHCYLUSnJRCRAV3lx3/MeZwt3F0d4GJnkbZxe87X/sPA9vvnwJj/S9CZuBAYISVEabTWccR3gZNVervj7maxY5F8ceCvxeByPx5OVnpNZBjRXr9n31f8yfzv935hNjHEl8DW+v/6XuBT4CgoyrbZ91FgaOVB2hov+LzEcvUtMjmyapZxSkoxG+yg3VdOYjuz2RdXvsc651MNcE+U661If6swcZbctjFl0g9gE8hw2s1rj/GF4EoB66yIHHGPUyP+G4egdjtvGueBcIMr63322+1qtGiYKxU+f+aZEZW5jACQSCfx+P16vlwcPHhCPx6mqqtJTryorKzdtobQTG1JEIhFjT/lxYDKZSCQS679wC8ZdTSQ3w129nK22lLV92a6uLpqamvIquF4IuqU85cuq0rWapWwSRRpqyplKp0U11FRkdc1aza3e7KpURdm3tBe9niiDuq88Ew4xEw5zrID3JQgCXWXV3AvOMRLyFS3Ke8vUWrqaaKxGCpmv+dRgq09PfQcAq2DmQ10/jEkQOV99mCv+fi757vHjzS9gs9lobm7W3aFax6vZ2VkGBgaw2+36RK9VorKKdt5V+9N8Yuq36Q9fQZqVGIzcAODZ6h8AoM7SRq2lmYXkFH818R9oshziJG/PfdEF8Onp32EqPoRVsPNLbX+E3VSGJ6oKZY1DdTtHpRCLkrq4q88Q5blYKCtH2SJ0oQjNQI8uyoPpz7fJFsQkKLyz9oew8QM4o+9GwQx5uKEVIR2oSAxZ8af/vfmW8npYrdas4jSZ+9FaIYvM/WiHw1GUSGvpnzvNUt6MEpuPmx0ryo/DfZ3Lcs0sPblRd/VytiolSitVOjs7y4kTJ6itrSUWi20o5SsXDQ2VmM0mEgmJ+fkgDQ3rW7EtdVVMLQSZnA9wdHcDvb29eL3enGVI9WPS5TUn/YWJspYWVUywV2e5KsqjGwj22pMOzBqLzhGXk9jE3OIwZlrQ/11lLqPRVsMvdLxXd3mfrtqHWTDp9bQ7nUvpa4IgUFlZSWVlJZ2dnaRSKd3S0ipRZUb+Pl31Li4HvspA5DoAB8ueptNxSD/Xm2t+jM/N/jGLko9F6+tYFSud/FTRn4E/OcdUXO1lnFBi9IUvcrLircxH1M+i2qF+vtPxYQBc5vqsAiZakFeD3YQoqDnOstgEkhrsBTAUUUW5NV2vOiX7Mj7rPK0qwYYsuBEVD8hqz+98o69zsRmCJwiC3gGppaUlawE2NzfH4OAgNptNF+jq6uq896PzCbgtRQz39SZSiBA8Tvd1pkimUin6+vrwer0bKj25GlthKUciEXp6ehAEQd+X1caCzXVZmUwizc1VPHrkZXzCp4vyWh2pWuqruNY/zujUApcvezGbzet6Hpqr01Hb/qUAsfxEWbXGiorATlvHDxc9BR+r4bZU4jKX40+FGIlM6xHZmciKzA2zGuD0nvpuPtD2zhWvcZrsnKraxxV/P38x9kX+y/6fxiLmfrTNZjO1tbXU1qp7ttFoVC8DOj4+jkADR+rfStTh40DlKQ67zmcdv9t5nJ9s/m2+6fkk0/FhxpW+ot8/wEg0+/i+0CV2WS+QkNT5wGVXBXAs1g9Au/1A1uu1HOV6m/qcWMVaFEFd7FhN80iKzHBEbUvZ7tBSq7wIQjoNTFjpyl8NRWgCxYOiqGIvbmD63IqKXssXYJIk6QuwsbEx+vr6KC8vz2pNudqzrs07O9F9bQR6bSL5TKTwePKUIXsxoNVY3kx39VrjbQZzc3PcvXuXpqYmDhw4kLUK3gpRBjUt6tEjLxMTXk6f6gRWd1+DaikD3H0wwluOnNHbLa6F1ohismD3tZarXLgo76tQF2AbEWVBENhT1sL1wAMGwxMrRDkqxfnz0X9i0uTHIpj5voZzq57rX7W8nd7FEQYjk3xr4Qbvqn86r2twOBy0tLTolpba8aod74KXheEgVx1Xszpemc1mmmxd/HDDh/nTRx8kwBxhKUiZaakFZUpJ8qrvH2mx7WFf2dqRzVpw2fGK57m9+D2m48OMLqqiV2WLoAhpUY7eA6DDcTDreM1SrrWp+7y6pQxYxDmGYvPE5AR20UqjtZywBCnFD2j3eP4TuOoW7wVF/c4LspSVIJbkZ1EEFynL+7fFNWwymXC73bqxkEgk1K5XPh/9/f16sxTNiq6oqNAXCtq8s9NSi8LhMA0NawdNljolJcr58jgt5VQqxfj4OPfv36erq4vdu3dv2Y27WZayoigMDg4yNja2oo1h5liQu6jH8nMtzAQIB2N07l+/yldrq2pRjk8suXlXs5QVRcEsqW30IikTBw8eXPGaXLS4VEGYKtRS1nOVCy8gsrdStTSHQ96iI7ABDpV3cD3wgLuLw7ynoVv//XBkmv8+/PdMx72IisAHGt5OndW16nma7W7+Zctb+dijr/CPM6/wjrozmITCJn0t0K+qqoquri5SqZS+X6kVudAmcbfbTYVUy6JpgUfRfg6WLy0Crvi/xpXA1wD4SMdfcn10ju/0D3Oqo5l3HtnDa74vEJEWOVn5Vh5GegA4VflWxqL9+FNz9PkGAXA7F0nKcyTkODPpEqDLLeUlUVYXVhaxNi2eYDHN6/v1u5xNWE1hwhIkZR+ColrIhVjKmltcSYvyahW9cn62yizW5P9CQRXlxxHZbLVaaWxspLGxUW+Won2/o6OjWUVO7HZ73tkwpYSxp/yYeFx7yoIgMDExQTwe3xJ39XI2Q5Tj8Th37twhFotx/vz5VW/YtSptZXL52/f4vQ/9HXuPtPAHf/cL647f2qLuA2emReWylLUqR0pCnWTnfJG897c19/VCKEIsmcJuMW/5nnKTvYJys5VQKsFIyMe+tEgXyrHK3TAJvYujpBQJs2AipUj88fBnmY57qTKX8WL4MN2Vh9Y91wvuk3x68jt4k4vcD41xuGL9HrBrYTabqauro65O7aKV2fFqbGyMsqp6FqsW6PVcZpflKWw2G6GUn2vBf9bPMRi5xd0JM1++PYAoCJzbX8lr/n8C4OaiGrTWbj9IvbWdDsdB/ItzPPCrAlzjCJGQ5wkkFwAFm+ikYllryfGIWsXLbVODwFRRbkBR1Fzlh2F1v3pPWQsWQd2bTyk+wJU+Q/6RuprYK1qgVwF5yoISSp9Dveced0OKzGYpra2tyLKs70fPzMwQDAZRFIX79+/rlnSxue/byZMgyiW1i5/vTfo43NfaDZtKpXjmmWe2XJBh4x4Bn8/HxYsXsVgsawoyLKWkrSfK7XvUur+PhubyWjC06ZbyUlrUcsEMhUJcunQJWZZ58YULCAKEYwn8odi65weoctgos6oThravnJf7Oi3KnmiUWIGLPEEQ2FehCvHg4sI6r16dTkcDlWYnMTlB/6IqRl+bu8xkfAGbaOH3Dvw8zbIrr3NZRDNnXaol+bpvY3u9uXA6nbS2tnLs2DEuXLhAC+pYj1L3eO31V7ly5Qr/MPYnxOQlz8ON4LeYW1R/bqgsZzBtGWuImLiQju7e43gKgOGgWqnM7QghE+Va8KsAVJhWBvqNh/3qa21TAFjFBhAsJFLqa4fCE+q5nS2Y092nUrIPQVHrZCtC4aJMEdHXghJOn2NJlEspiEoURd1DcurUKY4dO4bZbMZkMjEyMsKrr77KtWvXGBoawufzbVv530Ixioc8JrbTfa0oil5EvqysDLfbvSX7x7ko1lLOTCPat28f7e3teS141grA0mhsq8FiNROPJpmb9NPYtnY6UGurOhF6vWHCkThlTlvWODMzM9y9e5eOjg727t2LIAjUV5cz6w0xORegumJ996KWq/xwzsuUP0hXXXVeolxls1FhtbKYSDC+GGRvdWGpTXsra7npm2JgcYF3F3TkEqIgctZ1kG8v3OBlbw+7ypr5woyamvZvWl+k3uZigPzbJJ51HeC7nlvcWxwt8oryQxRFaoV2bDiJixFaTleRDMvMxUYQFJGDs+/gfsM3mYgPMuxRW37VV5QxGPkGAE9XvQuXuY4mWxeNNtWi73IcwSrY8UfV91rnlEjIJu6ku0J5k9n9p0PJON6Eut1RY1Xd1FZR3U+MJWsRTH5GY35AtZRFJV17WvEjKKpHRhHy77ur7VUrimqdF1bRS/PGlKfPUdrpRoIgYLFY2Lt3L4Be4tXn89HX10cqlcpqTVkqpS3D4fCGeyk/bna0KG9Vk3WNVCrFvXv3WFhY4OTJk8zPz2/rCrEYUc4sYLJWGlGx45nMJlp31TJyf4ZHD2fXFeWyMhvV1U58vggTEz7272tEEAQkSeLBgweMj49z7NixrOCMlroqZr0hJuYDHNmdX3eqlurKtCjnbykLgkB7RSV9ngUeBQOFi3LaUh4IFm8pA7zgPsG3F27wurePqJQgkArTYqvlTe6nCj7XLqdqzU3GFkjKqVWjsDcDQRHYYzpNn/QK10Lf0BtEHK14lucb3oM07+eBcomJgAew4fOPMll5H4ATFW/BZanLOt9U3E9/sI1AVLVeG8ucTCaX7t9qS3YAz6O067raasNhTiBgwSy4AIgkGpgRZkkpChUmJw3WanyJJUsZtKDA/IvlaKU2FRKAUFDt61zu61IW5eUBnzabLas1ZeZWxsjICKIo6gJdU1OzoZ7rG+FJsJRL965YA7PZjKIoWyqQi4uLXLp0iVgsRnd3N263e9sDzAqt6KVdczKZ5JlnnilIkLXx8vlM29PNJcYG5/I6r1ZEZCLDhT06Osrc3Bznzp1bES3ZWq9OlJNz/rzOD2oBEViKwM43kr+9Uh3rUTCQ91gaWgT2RtzXAPvK2tjjbCGhJLnsV6OMP9D2YlGC6rZUUm5yICEzEZtf9XWKonAzMMj3PLeLvm5FUThg6sYkWJiMP2Q89gARE8+4vp+ysjLe1vpjmAUL4ag6uSeqRgGojDYxcGuEhw8f6l2wAD4x8Q08yQThmOqJCpvMPIov7dW/t+4Xs8bXXNetTvX1VrFebzsZSTQwEHMBsLusGUEQMIvqz6r7Wv2+FaGACnaCAwUXcvq2yjf6WpBHMUmX0+OpgvG495TXY61ueNp+dFtbG8ePH+fChQscPXoUh8PB9PQ0ly5d4vLlyzx48ID5+flti//RFguGpbyJFFJmE7ami0mmu7qzs5M9e/bo17WdXZugsB7OU1NT9PX1rbjmQshXlDv2pveVH87mdd621mru9k4wMekjEAjg9/spKyvj6aefztmFSkuLGp/LXyhbqtUHsZA9ZYC2ClXMxwKFi/KeCjcCsBCP4I1HqLEVV95PEAR+tfMH+YPhv2c27uW9Dd2crNpb9Lk6HQ30hkYZjc7Q5WzK+bq/n36Jf5h+GYAOR0NWwZFCKBddvKfu5/j6/F+TIsXb3T9JlUUV0nKzi4O2N/O5lOpini9TC5I83/I+amMdeL1e7t27RyqVwlxl5448hCwLyJL6TM+xgBUTLpOFn2v7GOKyaPJHET8ATekdDs11DRCJN/BAUu+jPU41b9kiZLqvixBlVBe2jDpuvtHX9tivIipa1bZy/ZkudUs53+sTRRGXy4XL5QLQo/Z9Pp9eoEarxV5dXU1VVdWWvfcnwVIuKVHOl8w2iptJprtaq3SVyVZV2FqNfHKHZVnm/v37TE9Pc/z4cerr64seL98uWJqlPP4wT0s57eIeHJzi6lW1Nm1zc/OqbSE7mtTXj017c/49F1pa1ETBlrJ63KNgfj2cM3GarbQ6qxiPBBhc9PB0kaIM0Oqo438c/mDOBVihC6wOZyO9oVFGIjO8OUc8YlxO8uXZS/rPt4KDRYmy9vkeKDvLXudJFEXGLGZbj13Cm4CvY7EkwRynw36IQ5VPI1QJNDQ0oCgK4XCYz0+8jBxWSCXUe0IUZSosZkxihONlrBBkgLG0pdxoV0vuWsSlez8Sr2cg6QJgT3phogV6SUoARdZEeSm/Oq/3LDShoBYyyctSVpQMQVbd19rnVuqiXKzBszxqPxaL6alXWi32zP3osrKyTfMaPAnR1ztSlAVB2PS0qMXFRXp6erBarXR3d+fcE3kc7mtY/QGJRqP09PSgKArnz5/fcCH2vN3Xe1VRnhhZIJWUMFvWfnhbml0AjI0tcOJX38zExMSar+9qUifPRzP+vNsqao0oxr0BfdLbavc1wL6KWsYjAQaC8zxd27b+AeuwGZOTtq88HJnK+fdbgUGiclz/uSf4kB9ovLChMU2CGXJcejCifgfVFWbOVL6TZ1zvzXqPmiv0pjQCwPMVZ/gU45itEof8b6Gm/Q9BcvBw6CHuGneWlaWlQzXY1f3aTEvZH3cxblIn571O9RrMQhXqRSpIihcLhVvKitCE9oTkZylHlx1frj9jO9V9XSh2uz1rPzocDuP1evF4PAwNDWE2m7NaUxYbSCtJErFYzBDlzaSQm3Qz06K0xgydnZ3s3r171ZvxcYmyJEkrcgQXFha4ffs2jY2NHDhwYFPc+PlEXwPUNVVhd1qJRRJMP/LQtnt16zwWi+FZUAvl+wMJqqtr9NXyajS4K7BZzMSTKaYXgrTWu9a9ptaaKgQgFE/gDUfzei9aoBfAfDRCJJnEWWAu5t7KWr4zO8TABip7ZfK7fS/zcNHDn515Lw5TcXmhe3RRnkZS5BVFRF713gXgaddBrvj76Vsc4x9nXuF+6BE/3PRm9qZrci/nK6/3Mzi+wJtO7ubEvua8tlVmg6pg7q5u4wX3yhKhAA8jk4zH5rEKFpotLcA4ZkuKhFbkxhQlnvDQ1zeDJEm4XC7cbjdj6X7WdXZ1T9+aYSnPKEFkBGrNUerEEVIcRhBMmAUHKSVCSh5LR9QU6r5uzNhTXv/70VKhlrDuGEt5K65PEATKy8spLy+nvb0dWZb11pSZWS6ZrSlX86gtJxRS7zVDlB8TmyGQqVSK/v5+5ufnc7qrt2LMQtAq6mQKmKIoDA0NMTIywqFDh2hpyT2BFjtePpayIAi076ln4M4Ejx7OrSrKPp+Pnp4emppqsFhMJJMSs3PBdQXTJIq0N7oYHF9gdNqXlyhbzSaaXBVM+RcZ8/ipYn1LeXZ2lkAgQJXVSiCR4FEwwAF3YUVANiNXWePqwjh/N6aWnbyyMM6bGnYVdZ5mey120UpMTjAd89DqWIpyjkpxbgTUXsw/3PQmolKcO4vDfGry2wBcDwzwl0c/gtu60q17pW+ci3fH2NXs5sS+lVXhcjEXTOcoV+SeKKdiHj469iUAzlcfYsGj5qZbrCm+NHuVn2luRRQmaNtj4tCBs4TDYTweD2Oz0/iT6mudsmplm5Sl725K8AOwzx5AlO8B3weKhJUwKQSS6VtDFlvzeh8aitCIdlfll6e8XJSXnrE3oigvJ7OKGKhFhLT9aK2KXGbDlIqKilWvK5yuzLfTRbl074p12KhAhkIhLl++TCQSobu7e11Bhq1vpbjemIlEghs3bjA1NcW5c+c2VZCXj7Ue2r7yo8GVwV5anvT169fZvXs3x48foyVd2WtiwpfXfm9n2oU9WsC+crvbpV6TJ7Cm8Gv78Pfu3SMSiVCTLpH5Su9dpqamiMXyK1oC6JW8hkIekvLGFmx/OXRN//dt33TR5zEJot5BajSandt71X+fhJKi2eamy9HIz7V/Hy5z9iR2LXB/xTmTcoo5n2qJNNQsvX65pXwrMMir3jv6z1rhkPrKlcE3C4kAvz3wcUbS1/iu+qeZDKl7+zVOG55kkO/41EpmkdR93crq6Oigeo/ad7naYsduVaPM++5Mcf36dYaHh5lEvW/2O/yIslpIRVAmsaYvNw4kLL8IQmETeJb7ei1LWUkhSncR0oVGlhB2jPv6cTSjsFgs1NfXs3//fs6fP8+5c+doamoiHA5z584dXn31Ve7cucPExAThcDjrGQ+Hw9jt9rwt69V45ZVXeM973kNzsxq1/0//9E9rvv7ll1/Wiy9l/nf//srnKB9KylIu1H1d7J7y5OQk9+7do6Ojgz179uS9InwcNbe1iO9AIMCtW7eoqqri/PnzW1LyriBRTkdgjy0TZUmS6Ovrw+PxZOVJt7ZUMzq6wMSElwP7HeuO06kHe+XfGrHD7eLy0DiPPH6OVzfmFOVEIsHt27eJx+OcO3cOk8nEUwEvI4MPmJNSTE9P8+DBA5xOp17jea1uOs2OSpwmCxEpyVjYz56K4iq9hZJxbnmX9oB7lolyvsVDNBps1TwIj7OQyN4rf82nuq6frTmKIAg022v5i6O/hiexyGX/PT41+S2u+x/wzrqz+jGveO/wP0Y+T2xBFUJNlBVFQQHdRR5ORfmdoU+TUiRSisyb3U/plnIuUf6byW/hSaoi/KGuH2JvWStTITVC+wfazvKl0Fe5HjQzFHmeXc77/PrupbzrR+kgr45yF4qovsfTx99G0K+w4PEwLqj3zVGHF0EKEY0EKbcOoe1WxhVImV8o6DMFLfpaRci1iZ7GnPoHbIn/nuMv9pLPUYbNb0xTLA6HA4fDofcGD4VCeL1e5ufnefjwIRaLhWQyyeDgIF1dXZsSNBYOhzl+/Dgf+MAHeP/735/3cQ8ePKCycsnDpAW6FUpJiXIhFCOQkiRx79495ubmeOqppwr+0B6XKE9PTzM+Ps6ePXvo7OwsiQYYXelmFMP3l8QjEolw69YtTCYT58+fzwqW08ptTkz6OHjAmYelrL5+tABRbk8He415/Ah7m1aMsbi4yM2bN6moqODcuXOIokgikWBvjSqkC4rMqVOndBeax+PRu+loe1xutzurcbwoCOypcHPHP8Pg4kLRonzFM05KkdNhSNAbmCGaSuIwF7f4clvUyeFTk9/i+xueQRAEFlMRegIPAVWUNWyilWa7m7NVB/jU5Le4sziMPxnCZSknKsX5k5HPoSQFYjH13tdEWULmv8x+hsScxM+3v4dgKkxKUV/zyYl/5rmaY8xqolyRLcoJOck1v2pJ/N97/7VaAxyYCqkpbWdrd0FZN1+cfR1fqowbQXVx8ELtSWBJlFscdkBBwILTXk9Zk0jCJRK7l8QqmNllkxGFJAP3/oH66nFs6a8nroAidBbxyVYhYwJkxHSpzlyYpBsrfieJh0mZ34YST+0IUS61WteCIFBRUUFFRQUdHR26sfLSSy/x0Y9+lKGhIcrKyvjIRz7C2972Np577rmigl9ffPFFXnzxxYKPq6+v19PCNkJp3xlrUKhAavWVI5EIzzzzTFGrmO0W5VQqRSqVYnJyklOnTtHV1bWlLq98U6IAdh1U9xTnJv0EvGEWFha4dOkS1dXVnD17dkX0ulZuc3zcm9c4mvt6bMaLLOdnJWa6r5e7yGdmZrh8+TLNzc2cOHEiy8WlVfIa9KWbGqRdaAcPHqS7u1u3+BcWFrhy5QqXLl3iwYMHLCwskEql2F+p3kv9gfxSxHLx2rxa9/rHO5+ixVFJUpa5lA6QK4Zqi5q3LaPQu6juub7kuYWEzC5nE632lfd/q6OOPc4WUorEdz23CEsx/tPAx9XzhNTPy+Ew47Sre6lDyhxTSS8LiQB/PPxZPjf9in6uQCrMQGhcD/RqrMx2E98ODhGTE7gtlRxJN86IplJ4omq0ckt5BT/R8lZ+uvWt+jHX/Etu8eGQ+l21OLU+yk164RDt/e51tGCxqp23Th0J0VQbxpZ+fBIK3Lh5k5GREQKBQP6eCEFASe8liyyu+jIxvc+tkTKdJ+b4JAj2ki8cAo/PfV0IJpOJmpoa3v/+93Pjxg0+9rGPUVNTw+LiIr/4i79IdXU1b3nLW4jH4+ufbBM4ceIETU1NvPDCC7z00ktFn6ekLOVCbtRCBFIrrFGou3o5mit5q8t7grqI0NKdDhw4QE1NYSUgi6EQS7mswk5LVy2TIwu8+u3r2KoTawaetberJsro2EJee8rNdVVYzCLReIpZ7yJNtevnk3a4M9KiQC/S8PDhQ0ZHR1eU89TYk3axTywurojAXh4tKknSinaGFRZ1D7rHM1XUvbGYjPPSjNrN6Nm6DgTgb0d7eGl2mLc07i7oXBqnXfv564mvA/CF2dfYX97GN+bVPeu3155Z9bh31J3h4dgk/zTzGq977zISncFpslMp1fEAUJwJolIch8lGn7CU2haR40TicRyijb1lLdxZHObV2XtEk+oWU0NVtqXcm67Nfbpqv56DPJ22kiusVirTaTHvbngOG3/L/5po4PbiKHE5iU206KLc5lRF3G5aCti64lOroh11dpEyt2CWvo5F/h5mqwNbUn1NXIGmpia8Xi/j4+MAVFdX43a71y0TKaenTZOyiigrUQRlfNkvlyy2Ui8cAqVfBjQXJpOJuro6Pvaxj6EoCsPDw1y9enXLexU0NTXxsY99jFOnThGPx/mbv/kbXnjhBV5++WWee+65gs9XUqJcCPnsKUuSRH9/P7Ozs0W5q5ejrRy3WpS1Jg3t7e14PJ5tW7HmmxKlsetgE5MjC/TdGOYX/sMPUlW1enpJe3sNJpNIKBQnEIjjdK79wJtNIm0N1QxPehiZ9uYlyk2uCiwmkYQksRCOIUkSt27dIhQKce7cuVXL79XYHbgdDjzRKEN+H0frVk/xMplM1NbW6oGBkUgE+9QYfx0cpD84xyuvvUZ9ba0eLZqPC/Cvh67jT8boLKvmjLsVu8nM34728M3pAX5l//mi7rVGWw3/68iv8cHeP6Un+JB/1fM7JJUUVeYyLmS4rpfzvPs4X5u7zEh0hlA0itNk5//Z9wFu+Gd5wDVSzhi/ef8v+bWuH+IB6tbFB1rfyd9PvURKkfnlzvchKRJ3Foe5OjsE2HGXObAtC74ZiqgFNfaVL4np5KIqcs3l2d/TgfLTVJkeEJCcXPT1cqH6OCNhVZSbHB4UwCaqi0F/MsS9kOp1OFO5H8lUhYITUXkECkuBXopIc3OzvlcZDAbxer16TIHD4dC/w+VpOar7GkS9fnY2ojyAQPbiVskIKNsJgrcTrnE5mdW8BEFg9+7d7N5d3KK2EPbv38/+/fv1n8+fP8/4+Dh/+Id/WJQo76xPPYP1LGXNXR0KhYp2V+caEza/kpiGLMv09/fT29vLsWPH2L9//7ZWESvEUg6FQpjL1EpKiUXTmoIMYLWYaUu7sKemF/MaR3Nhj0zlF4FtEkU60i7s4Xm1pKckSWsKssYel+qJeOjLP9ob1HaGT+8+QIXZRhIFW0cjFouFsbExXn31Va5fv76mi3Qs7OdTo7cA+PCBZ7GIJk5UN3O8uom4LPELV7/AP8emCw70AlWYf6hJnRSSSgpiIj9seismafVFnlkw8R/3/iTvqDvDheqj/Nf9P80uZxO+gOoCtFbAo9gcH+7/X8iCwjFHJ+9p6Objx3+D//PUv6e7+jAnKvdiQmQyXfK0yZX92SfkJA/DqijvLVsSZW0/uXlZSovb9gInKlRX/pdmXmM07CUpyzhMFqosanCczaSK8q3gIDIK9VIF9VYXCOWkzO/Rz6W7r1FQFHVRLwhCVtvCCxcusHv3bhRFYXBwkFdffZWbN28yOjpKMBhETk+bJiV3brooq3vlspAZX7DU7WwnCN5OcF8vp5RKbJ47d47BwcGijt2xlrLJZCKRSOT8m+aubm9vZ+/evZv2AGSK8mYHQcRiMXp6epAkifPnz+s313amYeU71uzsLHfv3uXAUx289NkHDN+bXtd7kEymEBZCmHwRHo356OpcmYqiKAqyJGMyq59zV3M62CtPUQbYXV/DwzkvPUNjvK2rnlOnTuX1/e+trubK9KS+r1wIoiBwvLqJ1+ZHGUgtcm6PGowUj8fxeDxZLlItWKzcVcXvPniVr06pOcNPu9u4UN8JqCLx7w4+x89f/UeGQz6G8fGW4BzPF9hgBOCHm54nKiW4HnjASc9R/vd/v8xLe0f4g9/7oVWPcVnK+fn292T9btar7g2/peMIF3kVCRm7YuGHq1XRz2yeUW52cLCig8ujau52U1X2dz0YniShpHCZy2mxZeQWp0W5ZZml7DDv4kxVisvBJGOxeT49rra23FVeQ1JRGz1olnJ/SBXv1lS1fj8mrL+IJfX3AFgBAREFmaTswWpauZ2xvExkJBLRtyzGxsYoOxgHEyjJKeLx+Ar3qCirZThT5vdgTX4i/dulyl47YU95JywcllNKJTZv3bpFU1PuuvPrUVKiXOie8nL39Wa7q3Nd31Y0pfB4PNy+fZu6ujoOHTqUtULdzuCy9d6bZjmMjY1x9OhRqqtq+N//6dv4FkIszASoa3KteuxrX+9lqm8aM3Dznwe4cCF77/mfPvE6f/8XL1FTX8EfffaXsNktdBUYga0oCjVm9R5aFMw4HI68JxYtAnvAW7goAzztbuW1+VGueMb5yV2qKNtsthUuUo/Hw+TkJJ+/+z2+nlIDw+qtTn7r8Juy7v8jrgb+6bmf5G3f/SsA+hbneJ79KwdO8yjs5//t/S5HXY38zO7TOM1qMJJJMPGBtnfygbZ38g/31XSjlhZXwe9PE+VTzbv4gX2H6Q+NYRqJ0GjNvVA4U7Wf16N+ABqXibIWiHW4IjuTYDKU230NUGfbzws19/jqwnFemr8PONlT4SYuqRa3Zilr525KVS6dW6ggZXoBs/QdBAEsYh0JeZaEPJ9TlJfjdDrV/+oGccS+iS+pRl1bhFleu/gaTmd5lqtbt5TFpW0CQVm6r4w95a1hs0Q5FArx8OFD/eeRkRF6enqoqamhvb2d3/zN32RycpJPfvKTAPzJn/wJnZ2dHD58mEQiwac+9Sk+//nP8/nPf76o8UvuU89XmJeX2cx0V3d3d2+6IGtspjtZq8518+ZN9u3bx9GjR1e4jErFUk4kEly/fp3Z2VnOnz9PY2MjNoeV3YfUKOy7V0dyHqdx6/UlV45/3E80tBQRGQpE+fSffZtoOK7uUV8fBTIs5en1I7AlSeLOnTvYk6pFMhOOFeTy3V+dFmWfpyhX8dO17QDc8E7mLCKiuUh37drF6dOnGU3XY35HRRu/ZdvPyI07elGEaDoCuc5exq8deAaA/tDaFcM+9+gu1zwT/PXQdf7y4TWSssQ/jvcyE10KRpqcVBc3Wi3yQpjzLhUO6XQ28mL901QqjlVff8Z1ACndstFdnm1J9qWFU4u61phKl0nMJcpl5kMcLZvkbFWKREo9b41NIJUuzmEztTAT9zIT92JCpCXlWiYqS9+p1rgiIefX5QwgJYcYWvwNfMlv6r8ziymee2YPXV1dSJLE/fv3ufT6txAldUIPRjuWRheWFqE7QfB2qvt6o/X/Aa5fv86JEyc4ceIEAB/+8Ic5ceIE/+k//ScApqenefRoKTMikUjwkY98hGPHjnHhwgVee+01vvrVr/KDP/iDRY1fUpZyIWRakFvlrs7FZlnKyWSSO3fuEAqFOHv27Kp7stspyqulKgWDQW7dukVFRQXnz5/PCno5fm4Xg3cnuH1piLd8/4mc55UkmVuvL608kRVuvjJG94VzAHzvq7dJxJe8HrdeH+Tks3v1COxYIsWMd5HmVYK9otGonh/94rPn+XjfZxn3LSIV8LntcrkwCQKBeJy5SJiGssJW3Hsq3FRbHfgSUe74ZzhVs3q1tflYmP6gWoXq18++gxqrQy+KMDc3x+DgoB5o1G5Wha9/nTKemelTXxjvw5uI8sWJe+wqr+HvnvkxrCYzk5N+AL26Wr4kkik8QdU6bKjO/lxWW0Q32moQ4moE86JlKSAqISd5EFajtleIcjrQqyXH/n+Z+SCCAG+vucOXR94BKEwnVXG3iA2YhDJ6gmrlrv3lbVgD5mXXtnTPWsU6wkBSXr3f9HJi0ggK2c+9CJjFMerrn6O+vh5FUUhFXkZAIZas4/rtR9RUfIhdzXcI8z5cNQmsVqvhvt4iwuHwplQ5fNOb3rTmwvwTn/hE1s+//uu/zq//+q9veFyNnfWpZ6C5r3t7e+nv7+f48ePs379/y2+kzXAnB4NBLl68CEB3d/eaQVLb2cM51wJgamqKK1eu0NrauiK/F+DYOTW68c7loVVv5M/9ydfxD4xhlZNY067T698ZQZZlFEXhW59T3aqHT3cCcOs11ao2m0TaG9cO9vJ6vVy8eJGqqirOnDlDV4Mbu9lMQpJZiOSOOciFzWyms0q9tgdFuLBFQeBpt9ol6srC8nSYbL4zoy5QjroacNucelGEjo4OTp48mRVoJEx7EIGFZJSbQw9WlBYEVeQH0w0xHCYL/mSML06oaUHDIS9/N3YHRVGYmvID0FygpTztUcXSabdQVb6UKrSeR0GzlKdYqlQ2HpsnqaSoMDlpti0FQkWSSXxxNbUsp6VsOgAIhFMLRNKFq4dik8RlM06Teg9qhVGOV6g/ZwpfwvqLKFSSsPy83k0qIeefVx6Vhlf8ThSW9o+18ZwW9WeT4ywXLlygtevdzIR/nrFxP6+99hpXr15ldnYWSZK2vRBRIexUUS6VPeWNUHKfer4ryFQqRSgU0t3VG+kjXAgbFeWJiQld5E6ePLluwNh2R19rE60sy9y7d4/+/n6eeuopdu/enfO7OfBUG1abGd9CiInh3JbH5a/eQlkM4a62s+dkO4oA/rkwl751j6sv3Wd0YBabw8Iv/+f3AWpLyHhUFVS9stcyUdbqa9+4cYN9+/Zx+PBhRFHEJIp01qlCPrm4esWlXOzX95WL6/iktW684lFF+dujw/yLL3+B+55sK/fr0wMAvKNpX87zaIFG+/fv503dz9Ikqtbyzflxrl27xsWLF7l//z5zc3Mkk0m+kT7fUVcDf3Ty3ThMFkyCwO5y9bP7x/E+AoEo4fQipb6hAknJ/56anFct3Za6qrx7PX9ptJ9EWjwHUkPEZXVszXXdZK/JOnZiUR2jymaj3Lqy0YNJLMdh6mIs7FZToEwgCRK3Ftuxm3aRlFPcTZ/7ePmuFdemiO1EnN8haf25otzXMWl0xe8E0Otq69cpqZH0snhCb7awe/duzpw5w7PPPqtXogqFQrz66qv09PTw6NEjQqFQUdsmW0WplNkshEgksm6WxU6g5EQ5H6anp7l37x6iKHL27FkcjtX3tjabYi1XSZK4e/cuAwMDnDx5clWRyzXedu8px+Nxrl27hs/n4/z582vuz1ttFg6eVPfOslzUGfgDqgVU5rCw70ATUqVqbf3lf/sq//u/fBmA9/zEeZo73JRXqt/l9Lgqwlqw10hGYwpZlunr62NoaIjTp0/T1pbdx3hPvXrMTCj/xhIA+9IFWh5sUJR7/TOEknH+y8XX6FuY50e/9I+k0t/hHd80t33TiAi8vWnvuucUBIEusxqJH3I5uHDhAgcPHsRkMjEyMsKrr77KZwZUT8Pb3V2cq23jOy/8NN9+4Wf4ZPePYDeZGQ37+NZ9Vbhra8v5lZ4v8eJLH8eXyO71+42pAZ771v/m70ZvZ/1+cl6tLd2ybPtgLRH57Rtq1ynFrBAVYnxx9iJhKcYnJv5ZfV/L6kZr/ay1/ta5qLR0MxJSo7X3V6oLqKuBLkxCJ9cC94nKcaotFXTYG/XPLot0kRKbqEbFxuXc/aZzoVnKNrFd/50ImKQ+0D4HZRFRVj87ybSyQIvVaqWhoYG6ujrcbjdnzpzB7Xbj8/m4fv06Fy9e1ANVV8ss2Q4URdmRlnIoFNqUPeXHzY7aU9aCKWZmZti3bx+Dg4PbfuMUYymHw2F6enowmUx0d3evWS1oOVp95u1AFEXi8TgXL16kpqaGI0eO5LVaPvXcPm5fGuLyd+7x3p/szvrb5Mg8ngW1/rGSTNLVVYdU5cCWSOH3qIE9Te01/MC/uaD/e7B3kukxD537GlekRWmpY7Isr/pZ7k6L8lTBorwU7FUMzY5K2pxVjEcCXF2Y0N2xAH929zJzyqJeuetdLfupt+fnausyl/NaYoFe/4xeWlCr8HZ3fpKpa71YEKmbDvHa3Gt62lVZTQ3vaz3E343d4VO31FrMlmozl9ONL/5p/B4f2H0KUBtg/PuebwDwu/e+x/MNu/jIza8Rk5LsfqSO1Vy3ck8/18LSl4giJNTnUrHKpCSRz069zLcXlupBL99PHguqlnJ7Ze64AQCXtZuRkOqFeK5uN6+H7hCQbFwLwK1FtVrZC+6Tutyvtui1pat/aZHb+RCVRtLHNhOX1f17ASsCfgTlIYqwF5N0EQEJWdiFskZLSM0KLSsro6ysjLa2Nr2Os5Z21dfXR0VFhf5dV1VVbdtctxNaS+Zip1vKWlppyYnyag+SJmyiKNLd3Y2iKPT3929LyctMCnUnazm9LS0tRe15b5f7WlEUfD4fwWCQgwcP0t7envfnev6th/jr3/s6/Tcf4VtYpLp26cH46meuIFjU28w75WP3rjoQBRKNlfzr955EUeAdP3yasgpVXJs63Koopy3lzrQoj8348Hp93L7dg9vt5vDhw6suGHbXqcdMhwsU5XQE9qNgkHgqtaIKVT487W5jPBLgG+PZXoNP9PcgVKrBbMdcjXzk4IW8z9mRtpTvBeb0jkwar/pUkXqmoZO3n3iTnnY1Pj7OvXv3OFfm4BsmG4H5CFWIDJiWPA6ffXSXf9l5HKvJzF8MXM4a88WXPq7/OzKhLgpb6rKt2NUs5ZdnhxES6r2jWBQ6rLuZlAb1jlWdjkbe1/BM1jH5WMrl5hOMhtWaws2O6zxtesg3vYf55NRNAERE3lp7Sr+uVUU5LZgpxYukhDEJaxeckJUUCVmtXmYVG5d+bzoN8kXMqVdJWvdiTn1HPa957e82V0rU8sVWIpHA6/Xi9Xrp6+tDkiRcLlfOpiibjTbf7DT3dSgUKpniIcWgfZ8lJ8q5mJ6epq+vj9bWVvbt25dlPW733ke+lrIsywwODvLo0SOOHj1KY2PjusfkYjvc11r3rNnZWcrKyujo6Fj/oAzqmlzsPdrK4N0JXvpSDz+Ytnof3B7n65+5Cmlx80x5qXWXY7WaSCQkzr14lNbW7JreTW1pQR1TrdWWukqsZhOxRIpvf+8iZ08cpqOjY80JSbOU5yJxkikJizm/+6PW4aDKZiMQjzMc8HPQvX6P7eU8XdvG58Z7uTGjWqMmQUBSFIib2F1WyUcOPce52raCJtQm0UHdpSSWh2G+nLzO+75vqa3it9NBY29t3I0oirhcLlwuF7t379Yn9t+wCnws2IOMRLISDpe5mUpEmIoGed8rn2J3eQ1XPOOYBZGf33uW/7lMoKPBpJpmlKel/K3pwSVRtipUCQ38SNdx7oXG2OVo4q21p1Ycp4lyxxqi7Ikn8CYcCMhUWD7NMavMleB+Ain1/npf4zPU21x6P+zVPmOzWI5ZqCKlBIhLUzjNa28jpGQPaicqEyZhyT0qm54D+SIm6Tuk5Hdjkl4GQDK9Y83z5eMatlqtNDY20tiotiANh8N4vV4WFhYYGhrCarXqIl5dXb2pxYy0+W0nWcqKohCJRIxAr61GE4t79+5x9OhRDhw4oN8oW13ycjXyEeV4PM7169eZn5/Xc3qLZatFORqNcuXKFUKhkF7Wsxje+aPqHtpX//YyyWSKoD/CH37k71EUhTe97yRWuwVZVvDP+PVym0M5AsOaOlRrdfqRatEJQL1L3WeuqG1d0bryi1+6xa/827/l6rWlPOnGqnKcVjOyAo+82f2E10IQBL1jVKHlNjXOuFsRgIW06/xtu7tAUEAW+NDu5zhfl78HIilJyIqCKAi4J0XKH6S4P7bUKnM45GU45MUsiDxXv2vF8drE/uKJc3Qo6mf+U/sP82/L9vMjQgNmBKaiQV6dHwXgl/ed52d2n+Hf7D5NV1k1//7Q87TaKhGj6vUuF+XllrKiKIyEvFxaeJQlyjc8kzxbfZSfb38Pb6s7nfP952Mp9wZmAGh2BLGbUlhEmQ+21/KO2jP8m9YX+fHmF/TrWO8z1iqAxaWJNV8HkFDUQD2zWIuiJPXfS5a3omDDJN/HHvtJBCQk8SSyafUiL1B4RS+tKUp7ezsnTpzgwoUL+rOqxRVcv36d4eFh/H7/hucL7fpKPW1rOaVUZnMjlKylHA6HuX37NoIgcP78+RUb+Jo4p1IprDmiNbeK9UTZ6/Vy+/ZtampqOHny5IoUos0ebyMsLCxw+/ZtGhsbOXjwIB6Pp+gH+rl3HeNTf/ItPLNB/uaPv8XclJ/56QBN7TX8zG++mwdfv8rEwDSzY/O0t1czNLzAyMg8zz+XPYE166LsIZFI0NPTg7vczMQCeMLZFdwUReHv/uEqfn+E3/7P/8T/+vN/RVdnLYIg0FlTxb0ZD0NzXt1yzofdrmquz0zz0Jd/H+dMXFYHp6pbuTanLjjGkh6wSxA186m+Xna7amjKYzU/GvDzo1/8PO/avZe3ixasCzIxwFe19BloqVVP17ZRaVm9E44sL6VDvfPpk7Q0uziRTPKm2Slemx7iUdBLCzZOhsxMTEzwM21P8Sv71EYYPePTXGMck0WgumJlQKU2cf/hvVf42tQDHCYLClAh2YmQQrTBdGyRqWiQFmduwQ0nEyykC6asKcp+NVp6T8VSjMXusjOcqs52F+cjenZTB2HpHlFphGrevOZrk7IqylbBjUxGfIdQTcr8biypf0RMC3fC+rNrngvU+3Yj3j2TyYTb7cbtVp+VeDyuu7rv3r2LLMt6/++ampqCg592YuQ1qJqxk/eUQY2ZKTlRFgSBmZkZent719yHFQRh2/sbw+qWq6IojI6O8vDhQ/bv309bW2EuykLH2wiKojAyMsLQ0BAHDx6ktbV1w2NZrGZ+9j+8m9//8N/zpU+qOdhms4l/+1/fT0WVk4bOOlWUR+fp7HADgwyPrCyI0Zhu8eiZDfLK917DXVvN6aN7uT16bUWu8vRMAL9/Ke3p7/7+Cr/5G+8GoKvWpYtyIWjBXrkisCd9QcZ9Qc7tWj2IB6BTrOWasgAmmf7oLGanCTkmcGlqgnd+9tP89jPP8YP7Dqx5js8/uE9MkvjHgfuc7tpPfFa1vMcc6vtNyhKff9QLwNsa13a/erwh4vEUJpNIQ706aVksFg62dnCwtUN3/Xk8niz3qNvtxh1Ou0XLVrecUrLMp0Z70j9FMSOSiqlW9N66Gu7F53h9fowf6TiW8/hH6SCvarudijUW2JootzmXCqVUWs6ueF0+lrLDvBsSufOPl6OJskWsRVaygy4T1l9FUAKYpCskrL+IbFp5PcvZ7OIhNpuNpqYmmpqaUBSFUCiEx+PRC9HY7fYsV/d6hoIkSTvKdQ1qMaZEIrHjRdlsNpeeKI+NjdHf38/Ro0dz9r7NZHmpze3AZDKtaJqdTCbp7e0lEAhw5swZXC7Xpo232aKcSqW4e/cugUBgRSWxjY7V/fYj/OgvzPL5/+9VrA4Lv/Tb7+XACTWFpL5DTauaHZtn/4vq5Dw8vLJ4Q6XLibPCRmQxjl2s5KmnnmJRUF3Ty2tg9/aq0bMOh5VoNMGrrw3wL378HB3tbrpqVXftw7nckdRq2sfKQKXDbvU6exfmdNcxgDcc5V//9T8Riif46L/6Pp5qy70lISsKFx+lo3qdEoIAP7HvOHvM9fz/Xn0ZgI/13OQ9e/ZhWWPiy1wU/GX/ENakjCJC/2KIb0w9IJRKMhMLUWN18GJz7nxnDc1KbmioxJxjf10QBD0SWOsZ7ff78Xg8JKbUCPmIPcG1wX4ONLZSXl6u98QWBIH7waVtiB9oPUS3q4P/2PM9TILA2zr2cm9gjs+P9/LD7UfXdF2vtZ+sKAr9QfV+OVilTrx2UyeisNJDkJcom1R3fz6irLm4rWIDSWXZQlKoIG7/fTUtKk+h3cp0I60QTUVFBZ2dnaRSKfx+P16vl6GhIaLRKJWVlbpIV1ZWrvisdmo6FLDj3dclKcqNjY1UV1fn5XJ5HJby8jEXFxe5desWTqeT7u7uTXelb2ZFr3A4zK1bt7BarTmvdTMWAD/+wRf4kV94EwgCJtPSg93QrgZNzY0t8Pa0i9rjDeMPRHBVqd+11vCivNpKZDGOWVGrXXU11YCiMDal1sAWRXUSuXFzFID3vucpxse9XLz0kL//h6v8+kdepKvWBagtHDN5cPUhv/eTf07weCtNZ3fzu7/4jqwJaE9NDTaTicVEgkfBgF7l6/LwBKG4aiV9+97wqqJ8Y2aaydAi5RYrv3r6HNU2B29t3IMoCDzf1sH3ff7vmA6HuDI1wbOt7TnPkZAkeuZm9J/npkK0AvFqMygmfuPaNxEs6oLip3adwmZa+zHWy2vmWckr0z1a3jMPzCE5FV6aGyYyNadHCsuyTCqV4oZPXYQ8X9/Fbx97KzfT+95Nrgp+sP0wH314mQfBBXp805yoaV4x3lhg/f3kyWiQYDKOWRB5tv7D+OOfo9n50zlfm48o29OiHJNGUZQUgpD7M1xM9jAT+xsAyiyH8ca/lfuEBVi+29mQwmw2Z/X/jsViuqtb61yW6ep2OBw70n0dDqtplztdlKEEA73sdnveeyCPy32tjTk5Ocnly5dpbm7m1KlTW7K3vVkpUXNzc1y6dIm6ujpOnz6d81o3yyo3mU1ZggzZlrLTacPlUscfGVGtrGQyyc2bN5mZmWHPAbUIx9Qj1Vq0CgJls0mE2RhjaWs5kUhx7bpqQZ9/ejc/8D61M9ONm2MoisKudFWvcW+AWHJpH/Y/vPO/MTe2QOxLPfQMTPGtq9mpSxZR5FCteq135pYs+d7JpX+//GA0Z13t3okZfvdXPkPdq4u8taWDH+08xtub9urWdqXNxoW0EPcurF53+c78LHFJwu1w8FNHjlPuVe+38rb0XnS6fOU7m/bxL7ueynkOfyzGoNebVV6zmEYUWuEQuUzhvhjlwoULHD58GKvViiRJ3Lp1i+8Mq1WtDjvdKIrCuE89prW6kiqrnReb1biBvx+7k3OMIb/6ne5aw8N0L6B+/vsqaqmy7Kaj/DewiLmj4/ML9GpGxIlCgmiOal0aj8J/oP+7wnx6hfu6GB6nJWq322lububIkSNcuHCBp556ivLycmZmZrh8+TKXL19mfHxcX3DtFLRmFDttMZGLkhPlQjCbzdt+42g1t/v6+rh//z5PPfUUe/bs2bJIxY0KpWZ93r59myNHjqyZK625JLeCho4lS1kQBGrdal7y8PACoVCIy5cvoygK58+fp223um2hRWB/4597ESQwxxT+6uOvAHDt+gjRaBK3u5y9exvYu6cBURQIBqN4PGHcZQ6cZhFZURieX9pX1sp3anziazeIJbLvoaO1ahnGuwu5RXkhFOHiUHZ9a38sxkf+5HOYhiPU9ERwfCO36B5Kp1n1L6zeYOLylGp5nmls5kNnnubphLr6P//UHgAscSufOPvD/O6Jd2blLGsoisIvfPNr/NAXP8dHXvo2E2lRvhKeIZJMrnj9WozPqsdKToVbvikCqTjV1dXs2bMHs9nM0ePHeJhSa2OXzQZ59dVXuTWgFkhpqlSv+0fTe8nfnnmYsy64Jsp7XKsH5PUHNNf1+uV08xFlQRApMx8GIJTKvVhQFImIpPa7brT/K2ymRhTiOV9bCKXSkEIQBCorK+nq6uLUqVNZNdfj8TivvvoqN2/eZHR0lGAwWFJlQJejiXIpfK4bZUeL8uOwlLXKO8FgcEtbRGpsxFJOJpPcuHGD6elpzp07t25q1lamX2mWsmfKh5ySqatT9wLv9T/i8uXL1NfXc+rUKSwWC03tS7nKoVCML39lqezjzSujTEx4+ccvqNWhXnjzQURRwGYz05pOtRoemUcURZrL1DH6p1YKpOxULXVPIMJnv5s9KR+tS4vyvCoE4XhCDxh7+2G12cEnL93OspY/96Af6+2lNom3XxrUK5ZlouU+3/OsLsovjY0C8Gyr6jFYSO/rPnNiD0/VN5CUZb48oFr4kixza3Ym61ouTk7Qnz7/t8dGeDimvv+bkXm+MHB/1XGXE44mmPOpbsG2xioU4KZ3qQqWoiiMJUJE5BTlZis/+vzbOH78ON6YushJ+he4evUqlvkg51wtpBSZn7/6Bb6brmoGkJRlRgJ+AHZXr9696t4mizJAueWI+j5Td3P+PSarCwgRO63ODwLseEt5LbSa6w0NDVRVVXHu3DkaGhr0LbrXXnuN3t5epqamVsTVPG6elHQoKEFRLmSls92iPD8/r5f2fPrpp7el5naxe8qLi4tcvHhRTynLJypRa0ixFStiV30lVrsFRVHwTPmodauC+WBgmsOHD7N//379u2/uVIVrfHiO3/uDrxMOx3HXlZOyqZb8r/zap7nXP43ZbOL7M9pF7upSJ+zhkXkEQaAlLcr30qLsn1vKWZYrbPzLd6jH/p+v3aBvZKk5wfF0c5MBr4dgPM610SkkRaG9popffvMZ7BYzdyfm+Nn/82VG5n0oisJXbvdj96RAUEuFSimZV766crJvkG2ICZm5SBhPdGXDjNGAn4d+H+b0HnQykcI7q76ufW89//aUGt37hYH7DPt9/PH1K/zU177EX95WGyEkJYnfv3pRP58gKQS9arpRqlzgfgF1vcdmVAvWXenkdKMacX7dm12a8k5Q/dxO1jRjFk1UVVXhSbfhfO7UU3R0dJBMJvkByc1+UXW//9+3v0UgrC40HgUDpGQZp9lC0yrtMjODvA7nKcr5iF65+TgAweSNnPd8JKXWC3eY9yAIqls0KyWqSLZzT7kYtF7KDoeDlpYWjh49yoULFzh27BhOp5OpqSkuXrzIlStXGBwcxOPxPPaOV1o1L8NSfsxoruStRnMB9/T00N7ejtVq3baHSrNeCxHKqakpLl++TEtLS16dqDLHArbEWhYEgfqMYK+GetV97fXGKa/ItpDad9cjCAIBT5jrV4ex2cz89E8/R9xlRjFBLKa6YH/6A89SU720Ot69S7XGRzRRLtcsZXVCH+1dcp2KJhP/5j1nOdzVgKLAV15basHXUFZOV5ULSVG4NjPF5SE1+vbcrlYaKsv5j9/3HAD3puf5m8t36FuYZ3pStaRr6iv4vp9Q+0S/9vUlUb44NM7/+d8v8aHv+5/s+asFbLNJ3ZrN5LP31ZaLTze3UmmzMTm6gCIrOMqsuBsqOdnYxJvbO5AUhQ9+6xv8TZ86xl/03CCWSvG393oZDQSosTv44g/+CNVxCwIgWUCyLVn/+TCaFuX2Rhd+XxIlJnLds1RsQ1EUxiLqQmd/ZZ3+uwmfmuLUWVdDQ0MDBw8e5O3PPs9Hu99PlclGUErw2Usvc+nSJV67p+5H73K5Vp1Qx8J+gsk4NtHEngp3ztdkkq+lXGE5jYidhDxFROpf8feopLYQdZqWUs4U5clxX69GLkteFEWqqqrYtWsXp0+f5tlnn6WrqwtJknjw4IG6bXHrFmNjYywuLm67q/tJqeYFO1yUtyMlKpFIcP36dWZmZjh37hz19fXbuirUHo58bnJZlunv7+fevXtF7XVvpSgD1Kf3la+/fouyMgstLS4UBe7eza6qZHdaaUy7sIWExK9+8K08372Psgob4ToLP/Yvn+b3f/eHed/3n8w6rqtLFYahYVWUW9OW8sM5L/FkivsZQV1lVjNmk8i/fpd6jqv9E1kpUuebVcvw9YlxLo+kRXm3+rsXDu7iN96p1m6+NDTOlx4OYAmq90RDczXn3noQk1lk9MEsE8PzDM/7+L/+9ut8+eOqBSukFCoHY9xbtq88Gw7z+bR7+ScOHwXg0aAqoi273Pp3+eEz53CYzUyGFrOO/5lvfIU/vXEVgF87fZbOKhc/16Fagy1tLhAERgJ+AvH8aoKPTfsBmJLDfPPhKAQsDAQ9jIaWItqnYqoAt6YLg8wEQ8RTEmZRpLlqyTsjCALVlVWcrVNd8qn2Wvbu3cujdNRseSzOrVu3crYx7PGpJUsPVzVgEdcP5MlXlE2CHZdVLTziiX99xd8jKXU/2WleKnAjb4Iol7qlnI973WKxUF9fz4EDBzh//jxnz56lrq6OQCDAzZs3ef311+nr62NmZmZbXN07ve51JiV3Z5SS+9rn83Hx4kUsFovuAt7OVoqQfzlRrd2ix+NZt93iamy1KFc1qJN03K+6AI8fVSfo23dWBv/Up/eHzZLM+XO7EUWB/R31YBKobqni6JGVBTx2damiPzXlIx5PUWU1Ue20k5JlBmc99F8e1F9bblVTYI7sasBpt+BfjDLwaGnv+XyLev7XRseZCYSwmkycbG/S//59x/fhtFrwRWJ8/f4glqD6mdU1V1HhcnLiGTUo68t/c5nb4zOUD0cQE0ufa9lIgs+/fi9LfD597y7RVIqjdfWcb1bLQD56qIpyc+eShdheWcXHX3wv7993gA+dfpr/+pxakeru/BySovDePft4zx41dzk6r7quTx1oozOdk54ZVb4Wmvv6YcKf/o0AksBXp9SFQ0BOcC0tmG1pUX6Y3nvvrHVhNq2cXk7VqO/rlm+a2tpa/OnXnN2zl7q6uhVtDOfm5rg8rxYLOZk+dj0KaVLjtqnFZhbiX0NRsp+xSEq9XxwZlrJMYYFyuSjVPWUNzX2dL4Ig4HQ6aW1t5dixY3qEvt1uZ3x8nNdff52rV6/y8OFDvF7vlszZT9KecsnlKRdCrkIem4GiKIyNjTE4OMjevXuzGiBs9z52PkLp9/u5desW1dXVnDp1qujSntp73IoKYmNjY8QF1UKT01upx4618LVv3OXGjdEVE2ksLVY1ZTYcDjUo62BnPTfuT9A/Nsd7ObxinOrqMmpqyvB6w4w98iIIAgeb6rg4NM7d8Vn6Lw3or7WlJx2L2cTpA6280jPCpb5HHOhU9yxPNzZhFkU8nggWBE60N2K3LH2uFpOJs10tvPxglMhikpaIeu316bSj933gGa5/b4CXv9RDsxym8r66h+o/UoGrdxGbP8X8XITRBT9d6fStVyfUxclPHFoqsqFbyl3ZkckHa2v5T7XP6T+LCHzp4QBnmpr5wNHjehrWWDqCvbPDzTG7zGggwO25WS605c6RzkQr1iJldsdMCXxm9DY/3nGcLyXVXOpGezkH0u5rTZT3rFLaVOs5fdM3SSSVYCBdY/xgfQOtLa20trbqwZQej4fh4WFe96qpb+1JM8FgkIqKijVFtxBRrrKcQxTKkJQAUemhbhUnZT9JRV2kOc17Ms5dWOexXOxE93UhiKJIdXU11dXVemMUn8+H1+ulv7+fZDKpd7yqqanZlL3gcDhsuK+3kny/oK1wX6dSKW7fvs3IyAinT59e0QBBE+Xt2jPRxl7tfY6Pj3Pt2jW6uro4fvz4hmpta0XoN/O9SZJEb28vIyMjPHVOdcnOj6vBRseOtmCxmJic8jM6thSAFAxGGXiUrjcsLV3LwU41Ver+6FJQ1nJ2pV3Yo6Pq8buqXZgjCq9+t4dIMKq/TklJzMzMcO3aNdpr1M/s8t0x/e/JpERj0oklpH7+bz6Q3f93NODnUKs6liku0JBUFw51aVHed6yVC+86iqLA5JcHMSUUyuvKeOuPncZWr+bh2+bjfOu+WlHqgdfDkN+HRRTpTlvpiqLwsE+1RNv3ru35eNfuPXz0He/ip489pQsywFj6c+1od/NUvfr53Z5f/fPT8IQizPtV17JkB5dN3QqoEcoIpRK8/bt/zQ3JjwD8wcl34TSr718T5d11uSOpO8uqaXNWkZRlvj01pFfzOpTRkUsrTrJ3717qDu9lkRRWQaRFttDT08Nrr71GX18f09PTOXuNFyJ6gmCmQg/4uqn/PiqpCzib2JbV2nEzAr1K3VLe7OuzWq16bEF3dzdnzpzB7Xav8IrMzs4W3Ts+Eok8MZZy6d4ZebDZVuv/n73vDm+rvL8/mpZt2Zb33nvF8UriTFIgEAhJGKVAW+gACrSlwI8CLd/uQQeltKW0TUubtqEUSgINmxQSAsQZ3jPee2nYsi1ZW/f3x/V7fSXLtvYwOc/Tp8SWdV/pjvN+1jkqlQq1tbXQ6/XYunUrIm2MaJC0jrdS2ETj2/p4hOx6enpQUVGxbPPgLNyZntdqtTh//jxUKhVqamqQWZQBgG70AgCRSIDKCtom8sOPlqLY/77WCBKPyCdmoVts7CJR7MD4NLR622lEQsr9A3LojWacqR1A0CzQ/SrdUGRebP5aUGvQ0dGB5ORkbMiKAQdA79g0Tn50FgMDg/jW0RNQSOmQPiREgAMbl+qK7w8N4oZX/oNftZ4DAHANHPCUdMNhLEug4+7Hr0V+eSooDqCNFeKhp2/GI9dsx+VX0JsT0ZQe73T0wmg04bnjZxEybsau1HSELxLgxJACqlkNeHwuTk3LMChX2v/lg97czCxqg6emRaFskZRbpFPQrNIgeWFiHPv++QIAwCSgkBoVga9W0C5giYIIBPMEMFL0NbIvMR+lkqVRu7UiZQ6Hg8viaTWtVwfpNHhqWDgkIpHN15+WDgIAKqKTUblhI7Zv347S0lIEBwdjdHQUH330ES5cuIC+vj7GIclRj/UwAd1XMG9cImXSeb3c1tH1Dau/15QdTV87AiLpmpqairKyMuzcuROFhYUQCAQYGhqyOJ8zMzN2P4tUKtW6iZQDPn3tLlKemJhAW1sb0tPTkZubu+JNTW4mT164to7Jvjg1Gg2ampoAAFu3boVohQeaO47lLGZmZtDU1ISYmBgUFRWBx+Mx3deK8RlQZnr0atfOfJw914+332nFLZ/ZBIPehOPHmwAeFyHhIizMadHVPIINm7MQKwlFdEQIFLML6B6WY0NO4rLj5uXRxNPVNQmZiY8p+TxAURAsRowZOwow/FYz9Bo9Nm/eDKFQiOTkZGSndKN3VIEZLQ9tbT1oGKGjSaOIwkKYEVqDAcFCIVQ6Pb73n/cgMFEwRwEUH+DoKSin6KarhJSljVxQsABXPHIZTrx8AmnREpQU0hHwhs2ZePNf5yCS6jAmn8MD33sZI51yxAGo2roUMXY10w1m5hgh/tPag/+09uBnN16BzgkZ6ocm8PCerShIXNnzmWQf4uPDERIsRLYoEkliMcZVKpwdG8Xu9Ixlf6M26PHYB+/BpDYB4MAs4uDxmm2IFNHjf0PKWfz+mgM43FeHWcU0HsitYf5WazBiZJpu/FqJlAHg2uQC/HOgEY1TEwD4KI5ZOQtwYpKu616RQKeQ2Z7RWVlZjGc02yGJSEVqNBq7xhbD+DQpqwwNoCgzOBwulPoPAQCh/KI1/95RfNIi5dXA5XKZNDYAi/PZ3t4Ok8lkkepeSSBErVYzUqKBDr+8MhxJX7s6EmU2mxnP5rKyMuTl5a16fG9HyoAlUSoUCtTW1iIsLAybN292KyFbH8tZjI6Ooq6uDpmZmSgpKWG+s8iECPCFfJhNZixMa2E2m7Ftay6io8WYmVnAqVNdOP5aE1RqHVLTolFzOf1APHG0DgB9XRQuRsudK6SwCwtooh4aVqBzhCbKaJ0evHktuCIBLruGFv+AmWOxsy7OXFQRmzXio0UFrC9vKYEolg8N14Tn3/sfGhsb8ctX34NwyAzxKAfb1fG4PCcDvAUTzCYzBEIeouItPYcvDI4DHA42ZS41KRVWpIHH40KgNiGyQ4uRzqUubOPYUs2yq5muMc+GL23+Hjv6P/z9TDPaxqR4qa591fMwNExS11HM97c9KRVcPXBi0LYRw4WJCcg1GvAWM/1XFmVjS1IKsiSRCObzoTIYIDTx8Zuq63CHMA1ilmXkoEIJM0UhIjgIMeKVpXILwmNREZkEs4G+zzIktjWvxxZm0TErBRccfCo+2+ZriGd0UVERtm/fjoqKCohEIuj1ekY2cq1Z2hB+EbicUBipWaiMzdCaRjBvrAfAQZTw6hU/h7NY7zVlV8A+n9u2bUNlZSUiIyMhl8tx4cIFiwZAA0udzh015dOnT+O6665DUlISOBwOXn311TX/5oMPPkBlZSVEIhGysrLwxz/+0aU1AH5KyvbC1UhZo9Hg3LlzUCqVqKmpQVzc2sIEHA7HrSYR9oDMYw8MDKChoQG5ubkoKSnxyI3D4XCcJmWywenq6rKZUudyuUy0PCejx14EAh4O7qdFPH73+/fwjyP02NAtN2/C3ltooYwP32xF3Wk6nbhUV17qIKYoCsO9UzCZzIiKEiMuLhxmMwWFXAcuBxC30HVZUU0KkjLoVKvRSlqzOIt+37quUQwpZiES8HHbtgrsSKPT6+PiEMTExOB8/5JRRGefFC21owiZoN8rPiWSMcsAaMeoD3voOjWblINDg7Chhk7hBo/TJCxIpjdXrYs1ZABor6P/VhsrRHZMBK4vLwD7Ud41ubIqGAAMDdGp5PT0pc7t0aFZBCm4+F9HP2a0y5uW6OgVSOHRD7iNGfQmR8DlYudic9i7g/02+w7Yqeu1SOexol3gGOjNxpHRBrQqJ5e95uQUvXGojE5GVNDaevjEISkqKgoRERGMbKTJZMLFixfx4YcfoqmpCSMjI1Cr1cxn4HL4iBJeDgCQ645jdOH3AIAIQQ2CeJYqeJHCKwEAUcK9a67HFog4jz9Hyt7MAq4GDofeOKelpaG8vBw7duxAQUEB+Hw+BgYG8NFHH+HOO+/Eww8/bHdWZDWo1WqUlZXhmWeesev1AwMDuOaaa7Bjxw40Njbi29/+Nu6//34cPXrUpXX475VhB1whZblcjjNnzjARpyNG4N7uwOZwOOjr68PQ0BCqq6uRmprqsWM5Gynr9XpcuHABMzMzqKmpYQzYrUFIeV6mZo6zd28pUlIiYTTS3+lluwqw+7IC5BQn46pP07XM/x2jZTVJXfni0BIpf/B6M+4/+AyO/OYEtHoD4pPoyIunNyPXCCgvToLicTBdmYjCokIAgEFnwLFX6nH3vf9EXf0gEymPTCoBM4XL8jMQGiTE/sXRoneHB6EQCqCepXfneYvRp0ZrgGCeXndETLDFw75haAJTc2qIg4TYnGU5zrP9alrikafWwxjFw1OPXQ8A6O2dgnpBD+m4ElOjMwAH0MUIcVVBBh7dux1vP/A5vHD3jQCA4aEZ7P/mYbT2LSc0wLLJCwCk82o0DtKv5Sgp/Lena9nf1E/Rvzeq6c+UniBhfrcng45W3xnoY2Q92eS7Vj2ZjQh+MBbL0lBxtPhmw5swUZbX3QdSuuv6srisNd+PDVJTJrKRBQUFFg1GCoUCFy5cQG1tLS5evAiZTIZIPhmNeg0z+v8B4CEl5KvL3jtT/F3khP0KGeLHHVoTe20A/JqU/TW9TtzLcnNzsXnzZmzduhVbtmzB4OAgPv74Y3zrW9/CwYMH8eyzz6K3t3ftN7TC3r178eMf/xg33HCDXa//4x//iLS0NDz99NMoLCzEnXfeiS996Ut48sknHT42G35ZU7Y3teOMohdFUejr68PAwAAKCwuRkrK6Yf1Kx/UWKavVamg0GkYuMyhouX+sO+EMKc/NzaGhoQESiWTNkSwiIDI3tUReoSFB+N3Tn0Vj0zAoisLmTVnMNbDn01V45z8X0PRxL/Q6AwrSaVIelc5iTq1FeKgIL/3xFADglb9+hIEQMy4MjkMEgKelIFlQYhKAtiwBMzxAukDnZc1mCkeP1WNGuYAf//RN/P53tyE2MhSyGTW4BuDaUrrBZ3NSMlLCwjA6P4873jiO6MVxrm/fcTnkM2o8/Myb4C1qPQvCeLhw4QKEQiHCJJH4fS2tEnVFYRaCrL6T6svywRXwYDaYYNTpUTc1hYjIYMzOaPCzf5/E7ij6c+oiBeAIudiWRVseRoSIEBEiQpRIBN2EBmoY8O//NaM02zKiM5spDC92uZNI+V9nWbKfFHBqcAhfKC1jfrRgMKBTLgNMwNwcHUWnJyzVyHekpCJcGIRJtRq145Zym4BjpEzUzLIkEkwLlZjUqnBGNowdcRkAgFm9ltHZ3hWfudLb2IStSJTtGZ2ammrhGU18hsOytoIS05ma5OB7LURDCHicYEQKdzm0HjbMNjYz/gZ/JWVrBAUF4c4778Sdd96J7du347bbbgNFUXj55ZfxwAMP4Oc//zkefPBBjx2/trYWe/bssfjZVVddheeeew4Gg8FuJUVr+P83vwocHU/S6/Wor6/H+Pg4Nm/e7BQhA541bmCD2C0KBAJkZmZ6nJCBJf1rezExMYFz584x3ZRrjWQlLaaJZycsXWdEIgFqtmRja02Ohe1jVmEiouPDodXo0Xp+AOGhIqTFSwAATT10qtfASkWfeacdJhEXFACegcLMYqd3fBmdXWibWoqwZxRLilhPPv0uJOF0CjmSG4TKDJoEuRwOHqzaDADgqwEOxUFIsADJMREoz0/Gl6+rBk9Db9CisxKxY8cO5OXl4fWLw+icmkYQj4NKiQAjIyNYWKAZ3WA0QU+ZwYuiszPBI2r86dQFTHLpmfvaCwM49SZtkqFJCEJhdBgiREvnXqMzIGhJxhvyxdElNqTSOWi1RvD5XEwZNDhytgVHGzqY33PAQfu4FFrWprZVJoWRohDLodOAErEIEeKlnoUgPh/X5dCblWM9dOc0IReKotA75Tgpl8TEYV9yAQDglZGlGvlHskGYKAo54mhGLcxe2NN9TaKuvLw8bNmyhTZs4T8E3uzN0I3ejP6GbHR0dGByctLpMZ2V1gb4f6TsD+lre0FRFDQaDUpLS/HYY4/h/fffx/T0NL7whS949LiTk5OIj4+3+Fl8fDyMRiPkq7jArQX/vTLsACEAewhydnYWZ86cAZfLRU1NDcLDw9f8m5Xg6UiZoij09vaiubkZxcXFEIvFXpuLtnfDQVEUurq60N7ejrKyMmRnZ9u1+09ctGVUTszbdRwOh4PqXXTEcuEkTQRVhTTBXugYwYx8HrKJJYbizuqRmxGLzHRaPUw5ThNvyUY6Bdo0zlKzMlPgcACKCwz0yTHcRKduIzhCi1nfKzKy8PSn9mBTML326oIUpnZclpsI7mKk3K9T0eNrQcF4u5feMDyyZyvyUxIhl8tx7tw51NbW4sFfv4Kbv3UEKgEPFAcQzhlhbpmBLoK+HUVyAy7W0SpW6vRg7Epd6iqdnlvAbd97gTGZAOgRMZ1VjZw0eSUmSfDgS+/gmffPw2AyY1tOKq5adLoy62iHKQLy3xkC+rtjR8kEN+TRBPrhyDDmTEvHnFZroNRoweVwkBmzstsTASHlgugYXJ9KC8Gclg5gWkdvXE5M0ulHMj7lCBwdiQKA4OBgpCRnoCLrEWwtfRjFxSUICgrC8PAwPvroI9TV1aG/vx+zs7MubcjJ3/ozKZtMJr9eny1YN3qJxWKbI63uhvV1Rp7TrmRC/PKbdyR9DawuQUlRFIaHh3H+/Hmkp6ejvLzc6bQC+7ieImWDwYCGhgaMj49jy5YtSExM9Kq0pz3HIpaQUqmU0QO3F4lZhJTt92et3k0TwflTF0FRFKqLCCkPo6N+yOK1/Hk98uJ4yM+PB/RG6ObpNOyOGrqW3DgyudSMZTYjKjMCsxn05o6voQCKgmJavcxjeXd6BniL3F9VuJRhyU2OBk9LXwtnJyYxMj2LQx/UQ2c0oTQlDtdsLLBoVImOT0Hn8AzMGhPA58KwGC1H9iygpiIDHC4HQjm9Zm2MEEX5SciPWnrY/PtEM+bUdEStiwA4PA5MZgq9Y5buT6TJix8ugHHxfF5fXoAfHfwUihLpESSugYO3B5ZsFBsWSTncSAuBpCcuf6jlREahLDYeRorCCyy/aZK6To0Mt1A+WwmdCnq9hdExyAmLRnFEPIyUGW9PdGPOoMPHskEAwNVJeWu+lzWcIWU2iCJVdnY2Nm3ahG3btiE5ORkajQYtLS0uWRiSzutL6Wv3whcymwkJCZictOznkEql4PP5K/bU2IPA+uatQC6clerKJpMJra2t6O3tRWVlJTIzM91yM3iKlOfn51FbWwsAFnaL3uz2XouUicAKh8PBli1bHB5DkMTRGQrtvM7uz1S6KROiYCGmpfPoah5BRX4yhHwexmRzOPk2XSct2ZYDs3oBaO9DqoaPy3aVAQs0ucWmRqMqPw18LheTcyrwgxY3ZWYK45QWukguhCI+OBQQJRLBqDPiD0+8wehOA8DIlBKdg1JwORxUFy412sknZsGh6GgbeuCzv34Jr7fQneL3f2qzxfXG5/PRvyhIwjXQG5KI7CiYBVxAY0Tm6BwyU8PBm6cf9BuvKcTdpWV45b99ePV4GwxGE944Q2cLfnD3lYCYBwOffp+LQ5ae0WRGWbooC/nAFVvw6N7tCBEKmNlmroEejVowGGh7xMXo1TBP309ZSbbT0F+tqAKPw8FF7QLeGx4E4Fg9WaFZgHRBDQ6A/MX5VJLCfnm4FS8MNsFgNiNbHGWXK5Q1XCVlawQFBSExMRHFxcXYvn07Nm7ciNDQUExMTDAWhkTXea0NrbvX5gkEWvoaoEnZHntad6KmpgYnTpyw+Nm7776LqqoqlwK/gCZl0mFp6+GuVqtRW1sLjUaDrVu3MsPp7oAnSHJiYgJnz55FYmLiMrtFW4pensJqI1FSqRRnz55FQkKCQ5aQbIgWa5SUmYJea5+4vzBIgJor6ZnlN/51FiEiIbZvzAQoCi21dJpzOswM8+QUQFH412Mvo7QkBUFGuhYojpcgWChAUdKiSAV/8bI3U5gPpRAeLEJ+Dh3Bp0aEQdw7i9r/tuA33zrGrOG/H9L12E3FqYiVLO3I+zvpESJzEB+SIRMk7XrwF8y4Y2sZSlMs600A0NBFNy9lx0oAALu35UOTTL/fqZe7Mdc+BY6ZAoQ8ZEYE4Wc/fROdF2fw2uvtOFM/AK3eiLCQIGwtTkdZajzMi6egc8DSZIKkr0f1NPldXrjULJUXHw0uhwOOmQO11oC/tjShf1aJOb0OPA4HUzI65Z+VvIJ+dVIyvliyAQDw90XrSEZe0w5SvrgYJadHRCBUQEfl1yTlQyIQoV81gz/00EppX8yuXPO9bMGTxMfhcBAeHo7MzExUVlYyFoYGgwEdHR04ffo0mpubMTo6yvQQsOHvUShFUQGXvtbr9TAajS7PKatUKjQ1NTHCTAMDA2hqasLwMF1K+ta3voXbb7+def0999yDoaEhPPTQQ+js7MRf//pXPPfcc3j44YddWkfgfPMrwFbUOjk5idraWsTGxqK6utrtAhvuJEmz2YyLFy8ytVlbamK+Tl+za9wlJSVrCqyshqCQpYYlrcp+cf/rPk8rR515tx297WO4dlshBLN66FV6CEQ8dMxbPgB5PC6iF0/7jM4EmWweu/IzAACGxc8XFMKHScTB1pxUZGfThB1kAIIUdKQ60ifD8OQMfnHkA/z3NE3K1++yNMLobKRvWPDpyIID4AuFxbj3supln4GiKDR00bVmvZrekBQXJiG0IAZ6iRAmoxnzcvpz6KNC8OprvTCals7Fy6/StowbshPA5dLrNtGchubecaYcoNcbMb4ogGIM5qIiPRGxYUsbiWChAJkxEgB0tPznlkbc8Mp/AAC54kgoZuk1ZNpIXxPclEfPTHco5JhSq9Ano80r7ImUOxR0VF8QtVQrjxCK8O2S3cy/t8Wm49qkgjXfyxa8GY0SC8PCwkJs27YNVVVViIyMhEwmY3oIurq6IJfLYTKZ/F44JBAa0ayhUtFmL66Scl1dHcrLy1FeTusmPPTQQygvL8d3v/tdAHTgRAgaADIzM/Hmm2/i1KlT2LhxI370ox/ht7/9LW688UaX1hHQI1GAJSmbzWZ0d3djdHQUpaWlyzrj3AV3pa/1ej2ampqg1+tRU1OzYk3E26TMrvUajUa0trZibm4OmzdvdqlBDqDJMigkCLoFHTQOkHJWYRI2faoA59+/iP/74l/xxYevRtSUFkYAc5FBsHU2REaa+Kb1Jtz+xb+goiodPAAmM70bXQimv9Ori7OhG6Mbp5TDMxbvcc93XoRORBPulZtyUVVg2bHfUjcIADAL+aA4AIcClFPLu6EB2nVpZl6DIB4X8gk6Gs3MiEF+RhzOzC7gqtQkxPEEKKhKx/vn+nH+wgDKylKREMfB2+8OY6RfCcTyER2kRUtLC8qjxeAFc0HBjOk5DYYmZ5CRGIXR0RmYzRQ4Ai7MAtr/2RqlyfHok80gTxSFi6Cj3Mr4RHw6MQ9PfnAaidFhCBEJVzwf0aJgpAeJMKjT4r3BAQzI7SflFhkd1ZfGWvYi7EnMRWZoJGQ6NTZFpzpNXr5KEROxCyJ4YTQambGrnp4eaLVaiMVimM1mxv/X3wiaPGcCKX2tUqkY+0hXcNlll63a53L48OFlP9u1axcaGhqWv9gF+CUpOwIitanVatHc3Ayj0bgqwbkD7iDl2dlZNDY2QiKRoKKiYtVRIm/ORbM3AAsLC2hoaIBQKERNTQ2EwpUf0o4gWEyTslbtmA3e/T+6AT9XvYDW8wP4ww+PAwAoLgealFAEW91MBr0Rc5M08fEjQmEA0FA3hLRoEbSLD8L5EDMSIsSoykjCxOKMkWLUkpQxo0XupnTc/KlS7KqwJDftgh7SRWtEcVo4prgmBCuM6Om1LQFad5HWss6KlmBkeBIxMWLExIixIScBZ1qHoJTw8cg9VwEAtuwugMlkBo/HxZkzZ3HuggwzMxoIVGZc96nN4Jo0mJ6eRklUKDpl8+DpgQ8bepC2t5qpJxtEADgcbExNWLaWK4uy8GrTRSimF/D3z+4Hl8dFaUwsXvmAHkvKXKGezEZpcCgGdVq809MPg8mMEKEACRGrRysURaF10c95Q9zyTXNueAxy4ZqGsb8oZvH5fMTExDCazAsLCxgdHYVarUZdXR0EAgGioqIQHR2NyMhIlxtQ3QHynPGH789eEIeoQFrzShgbG1sf6Wsy7hQcHIwtW7Z4vAvPVZIcHR1lusHtme31RfpaLpejtrYW0dHRqKqqchshA4AolM4rOxIpA4A4IhjfO3QH9tyyERwOwOVx8dkHrsCDd+zGD2/eafHa7gt9UE7Q5gh/+NvdeOjBPeByOVhQaAFy83IofOPyzeBxuUhKlCAoiA/zwmIderErujRSgmf+3wF8qioHPNZNT1EUXvj9SVAmChSfiy278mAS0mQ/OTmHufnln622lU59RQvpFD7R6S7LpWeiW/smYWKlq8m8Np/PRVUNLfcZNG8C18xDRkYGKioq8Nj1e2BeTNP/r64HH374Ic6eo1PtumAOQoQCpEcvn/MtT09EfHgoVDo9FDML2BAbBw6Hg/5xepOxUj2Z/flLQuj7rH2CTkdnx0VajJLZwsj8HGZ0Wgi4XBREOd+hutba/C0CBYCQkBBER0cjODjYwh2JSEbW19djYGAAc3P2Tya4G4EgbmINlUq1olFFoIB87/X19f5JyvZ+uRRFQafTYWBgALm5uSgtLfVK2sVZkjSbzWhvb2e0oe3tBvcmKXM4HMzMzKCxsREFBQUoLCx0+w5UFEqTklbt+DhJR0c7CrdF4Zk3vorDHzyKm7+0E9dfVgqTFQm+8sw7oMwUQiNCkJQZiysvL8b3v3sAmzdlQRJFk8m9O6sYn2Qej4uM9GhwdHTn8Q1f2AYAmB+bA5+3/PO3nO3HWy/QNV5juAhXX1YEDo8D8+L+qr19HJ2DUmh0dApdOa9h5DD18zTxFxbSpJydHAVxsBALWsOyLmoCfTAHxiAOQAGvvd7C/Dw9NgrlBbSE56hcg5jkbIxPLIqUiDlIDhVioL9/mQ0el8PBVcW089LR+k7m593DiwSbvDZhxgmESA0LB6WnCSQndu3omoxdFUXHQuihe9Wf67ZkbcQdKScnB5s3b0ZNTQ0SExOhVquXeUY7Onbl6vp4PJ7ffn+24ItxKE9BJpP5JynbA4PBgMbGRmi1WqSlpSE11fkalKNwJlLWarU4d+4cZmdnsXXrVofm2Lw1EmUymaBQKDA3N4fq6mokJyev/UdOgETKWpX9DxudTofz589DrVajpqYGyWkJCJcs1ZDmp1UWrz+72BSVXblkilFdlYnvf/cAklNo8siKksBsNjNklRQbBg5FR+C7D2wEX8CDfHIW44PL1Xle/jNt7WcKFSI8LRLZaTGoKUmHMYi+pY6/04Kv/eq/+OnfTwIATlzogZmikJUQie5uOr29oZT+fnlcLjYtzl5/2Dyw7FgcDgeNPVMwiGkSa24esYikbtu+AcbFaPnwm00YXxRMMYRysSE1EXq9Hu3t7fjwww/R2trKzNfuLaFJuWF4Aj9980PMLWgxME6n74syV589J8ffmpwC7uJEoj315DNjtPPV5iTPXFtkbf5KKiul1kUiEZKSklBSUoLt27djw4YNCA4OxtjYGD7++GOcP3/eYY9hZxBondcA/LY+7wjI/aRSqQKTlOfm5nDmzBlQFIX4+Hiv12IcJeXp6WmcOXMGYrEYmzdvdtjNxBsjUcQxy2g0Ii4uDhKJxGPHChYvRsoL9pHy3NwcamtrERwcjE2bNtnspiekHL4owUlQunt5B69gcU7ZoNUzIyB6vR6hJF0cKkRomAjFVRkAgLoPui3+Xjo2g66mEXC4HBgjQ5CdRRPYTbtLYVok5bZ2evTpTOsQ6jpHcewUXatNFYbAaDQjMzMGqSlLJLZjIx2xf9g0ALPZMnUpn9NhXKECRFzw+VzI5CqMs1TMqjOSEZMSBgpAU9sYTCYzKB5g5lOozs1gbPDKy8shFosxPj6OM2fOQDbQgxuK6c94vKkLf32vAWaKQlykGDER9kUeO1PTwFmcbMtY7OheCSazGbVj9PeyLdk5iVt74M+kbM9IFJfLRUREBLKyslBVVYXt27cjLS0NOp2O2Vy1tLRgbGwMGo1m1ffyxPr8DaSmvB4wMzPjn6S82g01OjqKc+fOISUlhZmV9aZjE2A/KVMUhcHBQdTX1zN2i86k1z2dvp6ZmUFtbS3Cw8ORkpLi8QcaEynbkb6enJxktLU3bNiw4vdHSDm3KhvcmChwuBzEZkah5mDFstcKhHSOWafVg8vlgsfj0Q+iRRUvPQCtToeKHXQkee79ixZ//9FbbQCA8PgwgM9FdhY9TlWWm4hPbc8DBYBrBDiLAiGPPvsWpDMqRIUHY05Gd2Zfd+0Gi/fcVJSKUJEAk9MqvFVr6d7UOUoT8Ia8JBQtprzPnVvyQ+ZyOPjCZeXQRwDcxVSyScCBSM1F2eKsNHu+ljzo09PTsS83CVctmoS8dYE+bkH62o1WZGefHxENrpkDChQm9KpV/6ZFJsWcXocwoRAlsfarwDkKf2n0sgVnUuvWHsMVFRUIDw/H1NSU3Z7RjqwvkDqvgaVIOZBB7qeFhQX/JGVbIOpc3d3dqKioYLSWvW2jCNiXTjaZTGhpacHAwABjt+gs2XmSlIeHh1FXV4ecnBwUFxeDx+N5vMmECIjoVomUyWx0a2srNmzYsKa29vwMTXYJ6THgRkRAUlaAOw99BkGhliYeFEWBv0jKRr0RfD4fQqEQQUFBmFfQtVgjj4Ph4WlU7KTNMXpax9DVMryY6qbw3qtN9JstGljk5CwRzCO3X4a8fJoIb9lcxJhnCAU8PHrbLvQPLBoxlFimb0VCPj53Nb2B+M1LH+Hts0vE3DlKN6zVlKRh5w5advLEe50W5+naDXkoLUgEOPR1YhJywV8AKJPtcykQCBAfH4+ioiI89ulrESEKgnaB3pQEmeaZdKlSqVzx2uNwOOicoD8PxQd+13gB7w70Q7/CvfH+0CAAYEcKra7mKfhzpOzqhoF4RpNGP+IZbTab0dXVtaJntL0IxPS1te51IIJcr4mJif5LyuybamFhAWfPnoVarV5WjyUjUd7EWulksl6tVoutW7e6nAr2xMaDNJ319PSgsrISaWlpTAOKp1PlJH2tU9t23zGZTIwq0ubNm+2aN1csdg2nFSSBw+Fgfk4L7YLR4qFEUtV8IR0JGHWW3+loHz2qYxbw0N0tQ3xSFLZeRSuJ/fuZUzj1WhOe/H8vQTauRLA4CPLFprBcFilzuRzsv5a2Q/zowx48/Y19+Ok9V+Pw/30aWqUWJpMZSYkRiItdLgl4/a5i7NyYCZOZwtMvfozBiWmoFnQYnKIj0JqSdGzflgORSIDxcSU6FtXEADpa/vkNV0CsoW/p8PhQUBSFM61Dy45jjWChADdXF4O3mIbeu3sz0tLSoNVq0draymg9T0xMMI5J5HttHaPr48EhAkyq1fjmqf/hex99sOwYFEXh/WG6Xn55esaaa3IF/kzK7k4PE8/o/Px81NTULPOMPnPmDOMZbc9zMlDT14FOyiQ7cdNNN/n/nLJUKkVLSwuSk5ORn5+/7ILxRaS82jFlMhlaWlqQlJRkc73OwN1EqdPp0NTUBJPJhK1bt1rUuL1Bykz62kakrNVq0dDQAB6P55B/tGzROzg5Jx7xKZGYHJmGYkIFqpgmD9LQZTabmZqyXrck82nQGzG+ON9LCfno6JzAgf3luOmuXah9twPtdUNor1siuO3XleL12n5ERYUiIkJk8TCr2ZyFuLgwSKXz+NWv3oVKpYPBYIJ6cdyqpsZ21C/g8/DdL12Ob//xHZzvGMGPD5/EzrIMmCkgOSYMSbG0cMuO7bk48b8OvHuiHcVFSczfD/TKYNSbIJEEY8+nSvDX1+twpmUI+7YVrvn9bctIxb/M9aAAREeLkRAVgYSEBFAUhbm5OSgUCoyOjqKzsxNhYWGMiEzrKL2R+WLVRtTOjuHs+Bje7O/FlRlZ+BSLfLtnpjE6P48gHg9bk1NtrMB98HdS9qQEqC3P6OnpacYzOiIigpmNFovFy9YSiKS8HtLXBKmpqf4bKZN0DLEvXGk0x19ImaIo9PX1oampCYWFhW4dJXInUc7OzqK2thZBQUE2m868Eykvpq+tImWlUona2lqEhYWhurrabkKmKIoh5djUGKTl0pGrbEwFiqJgNpsZ320ulwvholKVgUXKYwNymE0URKFCgMdBa+soTCYzUrJi8fUfX4/IWDEk0aHYc1Mlvv27WxG+WHfNy42DyWSC0WhkNHi5XODWWzYBAJpbRtHXL8PwyDQUChXCw0W4dm/pip+Fw+Hg4dt2QhIWjIHxafz9LVotqDx3KVtw5RU0yX58pg/zrFGwukXHrIrydGwvywAA1HeNYWZ+7Wag8Sm6bm0WAPXDSxE4h8Nhmo6qq6uxfft2pKSkQKvVQmc0oXWUjpSLI0Lxu91X4pZCWob0rf5ei/d/f4iOkrcmpyDEw42Z/k7K3iI94hmdm5vLeEbHx8djfn4eDQ0N+Oijj5Z5RptMpoCrKa+H9DUbfhkpUxSFhoYGaDQa1NTUrPqF+wMpGwwGtLa2Yn5+3i1SlGsdz1mMj4+jvb0d2dnZK85Ir2ZI4S6QOWXdwhIpk7Xl5uYiPT3doYeqakbNNI3FpkQhPSce59+/COnIHEwmE/PdEcs8QRB92Rt0S+m8wcUxpcz8BPQbjJib16KtfQxlG1KxfW8ptlsR6cuPHwUAVJRnICgoiNE1JpuA7VuzQJnNaGwcQUJiBObmtBAKeDhwYCOio1d/gERHhOAXX92L7/35BCYU80iPDcWeKpahRG48MtKjMTikwPunLuLAdRtBURQuLEp+VldlID0hEoUZcegclOKt2i7ctmfjqsfsGCSpe6C2bxQHNtrWnRYKhUhMTER4eDjO9o/CRFGIDgkCNT+Djz4aQfZiB/uHo8PQGY0IWhTGeW+xnvyptEyb7+tO+DMp+7IJLTg4GMnJyUhOTobZbGYyICMjI+jo6EBYWBj4fD5zDQdKxKxWq5GYmOjrZbgNfknKHA4HmZmZCA8PX1Ptyhc1ZXY0qVKp0NDQgJCQELdKUa50PGfA1gTfuHEjYmNjPXYsexAcRkfnWpUWFEWhp6cHw8PDa65tJUiH6WYjSXwEhCIhshdTupODSkxNTUEgECAmJoZ5yJD0tVG/FCkPddOiFpn5CYgTB+HdE+348KMelG1YnmrV6gzovEhHk2UbUsDlcpn3ZqfJd+7IxY7tOczfsV+3FrKTo/GP734GCzoDOtuaEcuayeZwOLj66hL88U8f4PU3WrDvmg2oqx/CxMQsRCIBNpbRa75ueyE6B6V4/p1GBAn5uG5bIYQC21EQES0xCYHavhGotHqIV9G+pigKvbN0BL41Nx2bNm2CTqeDXKFA5MggZgx6/O1/J7AjNQ06kQg9M9PgcTjYlZZm1+d3Bf5Myv5CdlwuFxKJBBKJBNnZ2dDr9QxBq9VqfPTRR4iMjER0dDSioqLcburjTiwsLLise+0voCjKf9PXMTExaxIy4NtIeWJiArW1tUhMTERlZaVHCBlwjSj1ej3q6+shk8lQU1OzJulZG1J4AuFRdKSoVi6gsbERk5OT2LJli1OEDCzVk2NT6AbAnMXOZtn4PAS8IPT09ODUqVNoaGigXV649OdjR8pDi5Fyel48LttJdzi/f7ITMzPLzSXOnx+A0WhGfHw4kpIkFr/jcrlMRzfp6ubz+cz3StLcBoOBia5XApfLgThYaJNgPnVZPsLDRZBK5/H3f5zB4b9/DAC4Zm8pQkLo6/CKqhxUF6ZAqzfi2aO1ePV0u83j6A0m9I7SG5ukuHDojCac6OhbcV0EPUq6W31zJj1zHBQUhOSkJFyRlQ0AGBTwIBKJ8EYXrRiWFyLG9PiEx2Uk/ZmU/XVtJAMSHR2NhIQEbNy4EWKxmHnGnTt3Dj09PXZ5Rnsb6yl9zeFw/JeU7b1wfUHKZG3t7e3YsGGDTbtFd4KMYDn6IJufn0dtbS3TNGVPM4Q3IuWwxfTt/LQKJpMJW7ZscemmIpFybGo0KIqCJCYUkTFimE0UBOYwbNu2DVu2bEF0dDRkMhkmJmn7RLlUzjxkhnoWSTk3HqWlKSjIT4Beb8KzfzyFD0534/9980X0LnZnn/yAnlvetWN1C0sSGQsEAgQFBUEoFEIgEDA1O+tatCPfe1CQADfdSPsN//e1ZoxPzCI6WozrD2xkXsPjcfH9O69EzuJm5VSDbaLtG1PAYDQjQizCwWq6Xv3XjxsxOauC3mj73pKrNJhc0IMDoDojyeJ312TR2YGT46OITUlBq4EuLexOS2c8a0k9c2pqCgaDfb7a9sLfZTb9IVJeCWRO2ZZntNFoRGdn55qe0d7GeiLlI0eO+Gf62hHweDyvpq/1ej1aWmjt4crKSkRGruw56y6Qh7gju+ypqSm0tLQgIyMDOTk5dv+dN0iZ4tPvr53XobKy0uWHFJuUSfSZU5KMC6e60NM6hsKKdKYrNT09HQMFEziLZuh1dC+AalYLpUINDgeIS40Ah8PBl7+0A996/Chqz/ah9ixNZj/56eu4+qpSXLgwCAC4bFe+Q+u0TnOTES2KopgoGgAzmkb+fyVcd20Z5HIVTvyvA2mpUfjafbsRHm7ZuCcS8vGz+/bi5sefR9ewHJOKeSREW45jtfTSqfiijDjcUFGIf51rhWx+AQd//2+kRIbjX3fdCCHfMu1NmsEKEmMQEWKZ2iyPT0C2JBJ9yhlc8/ILmNfrIeLz8ZmNFZCI6E712dlZTE9PY2hoCB0dHQgPD0dUVBRiYmJsdgU7An+NRgH/3jAAtsVDiGd0XFwcKIqCWq3G9PQ0ZDIZenp6IBKJmI5uiURiV4bTnVgPpEyu2RdeeCHwSZnP5zMPNk9f7MRuMSKCdt3xVp2F/SBfi8CI6Mbg4CBKS0uRkLDctm+tY3mSlEdHR9E/QpOcVqWHO7KY1pEyl8tFYUUaLpzqQtuFAey/Y6vF64MWa6UholDs3LkTte+1AgAkcaE4f+EswsPDERMTg6/dtxN/+/s5zC7WTmVyFf75fC0A4KYbKpGW5rzLETmP5AHI7hAn/01Afrb8PTj48he348tf3L7qsSLDglGak4DmngmcbhrAzZdbqok1L5LyhpxEBAsF+MGB3fjZWx9hdGYOozNzODcwih256RZ/Uz9M1+A3ZS7XsOZwOLirrByPffA+5he7eu8uowmZfPbIyEhERkYiOzsbWq0W09PTUCgUGB4eBo/HYx7yUVFRDsvo+jsp+3OkbDKZVi3DWXtGm0wmzMzMYHp6mvGMlkgkzPnztCY1RVHrQmaTfEff+973/JeUHUlfA56XhyMzmqRz+cSJE15Lm7M/42owGo1oaWnB/Pw8tmzZgrCw5QIVa8FTpExG3MbHx1GzYzP+gpdAmSmolWqERzu+TgKKopZIOS2aeeCVbqK9j9vrh2A0mMBnNTgJRaTRywgOh4PxftqEobAsAzt37oRCoYBcLgePq8CX7siBWCwBlxeMl4+2QalcwFV7SnBg/0an12wLK0XRSqWSlt7jcqHX65kIeq0o2ho7N2baJGWT2Yy2fjp1X5ZLd7BWZSThP/d8Gk+89RGON3Xhvc4BC1I2UxQaRui/IfVka1ydmQ3pwgJe7b6I/bl5+EJJ2YprI2YMSUlJTBStUCgwODjIRNHR0dErztZaw59J2Z8lQAHHNw08Hm+ZZ/T09DSmp6cxODjIjGVFRUU5tcGyByqVyqlnnT9i06ZN/kvK9oJdn/MEKZvNZnR2dmJychLl5eXMxecNkwgC8oBZbROgVqvR0NAAkUjkUhe4J0aiDAYDmpubmRG3kJAQiEKDoFXrMD+tcpqUCXERUo5PX2oUy8iPR5gkGPNKDXpaR1FYsUQqjCHF4pxy++J8b1FlOoKCgiwIQqlUQi6XQy6X48rLJZBIMhATEwWtVuMxD1fyUFQoFGhra0N2djZiYmIsRq4A+9PcALC9LAPPvHwGnYNSSGdUiIuk030Xh2RQa/QIFQmQw7Jr5HA4uKY0F8ebunCmbwRmimK8knul01BqdBByOShNsa1hzeFwcEfJBtxRssHm71f77CSKzsnJgVarhUKhgEKhwNDQEPOQJw96W6lSfyZlf4+UXV1fSEgIQkJCkJKSYrHBImWKsLAw5vyFhYW55Tyth/Q1AUVRgU/K5KFkNBrd3v2s1WrR1NQEs9nMkAmBNxvM1pK/lMlkaG5uRkpKCvLy8ly6qdzdfU02CyEhIdiyZQuzUw6NDIFWrcOcQoXkXMfflxCyRqXFnJy2KoxNXSIVLpeLDVuy8fHbbTj7XqcFKRPta4POCKPBhK4m2k6wuNIyRUs8b6OiopCXlweNRgOZTAa5XI6+vj4EBQUxUUJkZKTbNoUURWF4eBh9fX0oKSlBXNwS8bGjaOs0Nzvatr4GYiJCUZwZj7b+KXzYPIgbLysBAJxupEU9tpSkgWflG12SFIcQoQBzGh36pNPIjae/37N9owCAbEkIBB4WmhCJRBaztUqlEgqFAgMDA2hvb0dERATzkCepUn8nZX9dG+De4Ia9wQJoJUGFQoHp6WmMjND3HLtMYa9YEBskfb1eSNloNPovKdt74XrKlGJ6ehpNTU2IiYlhjBrY8HbXty1SJi5Uvb29KC4uRlJS0gp/7dpxnIVcLkdzczMjkco+p0sCIo4ZuJOmKDILLB+lNa9DwoMhlljWlbZfXYKP327DmXfacftDexjSYcRD9AZ0Ng5DpzUgPDIEKdmrj2QFBwcjLS2NqaWRZpeOjg4YDAZER0czJO1svwFFUejq6sLU1BQqKyuZ/gWClWrRhKxXaxbbWZ6Ftv4pnG7sx42XlcBkNuN0E03KO8qWi3rweVxsSInH2f5RNAxNMKT8Ye9iZsGFsoMzYG+SANpulNSiBwYGIBAIEBUVBaPR6NaNpTux3tLXjoCdhWLLt46NjaGzsxNisZgh6YiICLvWodVqYTKZ1gUpm0wmPPvss/5Lyo7AnQRJopTu7m7k5+ev6O7kzfQ1OR77M5pMJrS1tWFmZgabNm1a9vB2FiRSdiXaYH+HhYWFSElZXncULNZ1dRrbphQrvS8hY7JW+SiR11zedFW+LQehYSJMy+ZRd6oLmy+nx32W0tdG1J6gZ3erdjmmU87j8RAbG4vY2FhQFAWVSgW5XI6JiQlcvHgRoaGhiI2NRUxMDCIiIuz6LomzmEajwaZNm+zy3V5JuMRWFL19Qzr+eOws2vqn0D0ih3RaBemMCuJgIaqLbOtRV6Yn4mz/KE73DOEzm0owrdagbVHvumgNZTJPw1qhikTRRqMRzc3NNqNoX2O9p6/tBZFvJRKuBoOB2WC1t7fDZDJZiJesdC+o1bSOwHog5fHxcTz33HPrh5TdMRZlMpnQ3t4OhUKBqqqqVced7LFvdCfYEaxGo0FjYyO4XK5Dpg32HgdwvnGO1OCnpqZW/Q6DgulSA1tqczWwx4fY65QO06Qcl7bcA1gg5OPqW6px9M8f4shv/4eNW7MRFCxk/JT1WgNqT3QAALbuKXLgU1qC2OmFhYUhMzMTBoOBqUM3NTUBgEUUbavZRafTobGxEXw+H9XV1U41xNhqFiMETVEUIsVB2FWeiZMN/Xj63x9iQUvX1K/bXgiR0Paj4MqibPzhVB3qhybQJ53Gmb4RUAByYyMRuYril7fBjqInJydRUFDApEtJFE0IOjIy0utjOwT+nr72lZ8ysRKNj49nNrnT09OYmppCd3c3goODLcauyBpVKhW4XK5dG9i18Oyzz+KXv/wlJiYmUFxcjKeffho7duyw+dpTp05h9+7dy37e2dmJggLbErUrgQRAk5OTUCgU64OUyViUK1hYoNWliNDGWulHX6SvScq0qakJ8fHxbjW9YB8HcO7m1Ov1aGpqgsFgQE1Nzao3CumA1mvXJmU2uZCULIFsZGkcyhYO3LENJ16ux/igAv9+9iQqtudiakwJAJiRzkErESI6Ppzp1nYHBAIBEhMTkZiYCIqiMDs7C7lcjsHBQaYOSghaLBZDrVajsbERkZGRKCoqcpuzGGCZ5jabzfjsVRtxpnUIXUSaVCzC/u0FK0ZICRFi7MpLx8muQTz5zhkMTdPGFdeVZAHU2kYXvgBFUQgODkZsbCxSUlKYLnaFQoHe3l5mbIeQtKca9lZamz9Hyv7gp8ze5Kanp8NoNDJjV11dXYzYztmzZ1FaWuqW8/fiiy/igQcewLPPPott27bhT3/6E/bu3YuOjg6krSIN29XVZeF14KwqIUCLPQUHB/svKTvyJbtKkMRuMTExEQUFBXZdlL4g5ampKUxMTCA/P3/VC8XV4wBrj19ZgzjPhIeHo6KiYs1IRLgYKevXSF+zm5qsCRkApEOLndcZtm+G0DARvvbDg/jp1/+F4/+oxfF/1AIG+piq2QXwJcDtD15pMTLlTnA4HEZjmHQTkyi6v7+fyfLExcXZfe05AxJF56TG4af37sWhV8+Bx+Xg65+uQWRY8Kq16C9tL8fp7iE0jtCzyQkRYlyWm4a+nm6PrNVVWJde2B3bAL0BJw1H/f39EAqFFlG0JyPFS+lrx0E8o0mpSKPR4Ny5czh9+jSefvpp8Hg8fOUrX8HevXtx+eWXO1XKe+qpp/DlL38Zd955JwDg6aefxjvvvIM//OEPeOKJJ1b8u7i4OEgkEmc/mgXEYjFCQ0P9V2bTETibvmbbLRYUFDgUpXgzfW02m6HT6TA5OYmqqiqPETKwtBlypFFGKpXi3LlzSEpKwsaNG+1KDZJIWbtK+prdxGSLkAFgajHis5W+JqjcmYdrbt3E/Jsi+w2Kws337FrmAOVJiEQipKSkYOPGjcjPz4fRaERkZCTm5ubwwQcfMPrcGo3notDKghT86bEb8ewjN6AwMxFCoRB8Pn9F+c/s2Eh857pdiAgOQlpUBH524xXgc/03BbtWP0RISAhSU1NRVlaGHTt2ME2IPT09OH36NBobGxljBnc3jF1KX7sGDoeDkJAQ7N69G++++y6OHDnCjFd95zvfQUxMDHbv3u3Qs5n4A+zZs8fi53v27MGZM2dW/dvy8nIkJibi8ssvx8mTJ53+TABQVlaGnTt3+m+k7AicSV8bjUa0trZibm7OKbtFb0XKZCzLZDIhJyfH47KeRJjCnkiZ3f1dUlLikH1aUAhdB7eVviaNZuT7XYmQAUA6SLsbxaWvTMoA8OXHrsGu68pAmSkc/+tpnP7zGIRCPj5z7/K6kKdBNoMjIyOoqKhAVFQUM9ohl8shk8nQ3d2NkJAQJs0tkUg8HkUDy0euyP8+lZeGKwoymOtDqVT6Lbk40qS4UhStUCjQ19fn9ijaHyNRNvwhfe0IDAYDoqKi8NRTTwEAhoeHUV9f79B5ksvlMJlMiI+Pt/h5fHw8Jicnbf5NYmIiDh06hMrKSuh0Ovzzn//E5ZdfjlOnTmHnzp1OfZagoCA88MAD/kvKnkxfq1QqNDY2uiS04Y3ua6VSicbGRkRHR1tEMp6GPWNRZrMZbW1tUCgUTnV/k0jZeiRqpYYuW9Bp9JiZomuccWlr13JyimlJyM8/uAen//wO3KLx6SDMZjM6OjowMzOD6upqpmuUw+FY6HMbjUZGWay1tRVmsxlRUVGIjY1FdHS0W5v72Fhr5IpcFyQz5W8k4+rkABG/SE1NZSQkFQoFuru7odfrl9WinVmfP31fbJDvzl/XZwtqtdpCYpOMLDoD62tmtesoPz8f+flL2vc1NTUYGRnBk08+6TQpUxSF7Oxs/yVlAIwQwFpwhJSJUUN6erpL7k6ejpTHxsbQ0dGBnJwcZGRkMCIm3sBapEw6hSmKsqspzhaCmJrykkPQag1dtkAsG0ViEcKi7Ne+ZeaUdUavCk0QZTOTyYRNmzatSqx8Pt+iG3Vubg5yuRwjIyNob29n9LljYmIQHh7usc9gK4rW6/UYHx+HUChkyJm8ztcPdPK8cMf3wZaQJJkMslHq7e2FSCRiCJrdEbwa/G0Twwa55/05fW0NlUrl8jhUTEwMeDzesqhYKpUui55Xw5YtW3DkyBGn10GuWb8mZXthD0FSFIWenh4MDQ05ZdRg65h6vf0ztvaCrRHNlvX0hnsTwWrHmpubQ0NDAyIjI1FSUuL0DUzS1zoNHSmv1dBlC0vymjEOPYQFQgFzTKPBxIxIeRJkjC0kJATl5eUOfW/smc7s7Gxm1Ecmk2F4eBhcLpchD5JV8QSI/nZrays4HA42bNjAXCvOuFx5Au4kZTbYmYy0tDSLjuCLFy/CYDAwc7XR0dErTh74s9oYu1wUKLCOlJ2BUChEZWUlTpw4geuvv575+YkTJ3DgwAG736exsdGhEh4BUVE7dOgQnn/++fVBynw+HzrdyspQer0ezc3N0Gq1qKmpccuguSciZTJSpNfrl8l6erOxbKWa8uTkJFpbW5GVlYWsrCyXHi4kUn77uZP48s8/C0EQ3yFCBpY6r9eqJ1uDCJcAtP61p0l5dnYWTU1NSEhIQF7e6h7M9mAlfe6+vj60trYiMjKSIWl3jvuQjUVoaOiyDdlawiXeiqI9RcrWYHcE5+XlMVE0sTMMDg5mhC9IFE0yQf5KemxRnkCBuxyiHnroIXz+859HVVUVampqcOjQIQwPD+Oee+4BAHzrW9/C2NgY/vGPfwCgu7MzMjJQXFwMvV6PI0eO4OjRozh69KjDxybft0gkQkhIyPog5dUIcm5uDo2NjQgLC0NNTY3bogh3R65rjRR5U0HM+rORxqSBgQFs2LDBoZTOSggKWarjn3n1PHbeXOMQIQOAdHixycuOejIbJH0NAEadEfCgWqRUKkVbWxtycnI80jVvrc9NmsVIitVd+tzk+iSjW9bnaS3hEm9F0d4iZTZWiqIVCoVFFE3kQf2V9BzdFPsD3JG+BoDPfOYzUCgU+OEPf4iJiQmUlJTgzTffRHo6rYc/MTGB4eFh5vV6vR4PP/wwxsbGEBwcjOLiYrzxxhu45pprHD42+b4///nP47bbbvNvUna1pkzqsu6I7Ow9pjMgEWhmZiays7NtrtPb6WvyvZtMJrS2tkKpVDptB2kLQpYaVG/DIHZ9ZqvD54eZUXYwUuZyueDyuDCbzDAYXFeCs4XVTCU8iZCQELfrc09PT6O5uRkZGRnIyMhY8zw54hXt7ijaF6RsDeu5WrVaDYVCAamUlietr69nSg2e7Kp3FIHWeQ3Q6Wt3TaTcd999uO+++2z+7vDhwxb/fuSRR/DII4+45bgEHA4HfD7fv0nZXljPKZvNZly8eBETExMWdVl3H9NVUiZ17uHh4TUjUC6XC4PBsOLv3QmyAdBqtWhoaACPx8PWrVvd5sJFURSCxUuE0PRhG8bGxhw2cpDaMaO8Enh8HswmM8xG92901jKV8Bbcoc89OTmJ9vZ2FBYWOm14stLIlS0tc2e8otmwp2vfm+BwOBCLxRCLxUhKSsKHH36IzMxMzMzMoKOjw0LjOTo62mkjE3fAn1PrK0Gj0SA11bZue6CB3AvrgpTZc8parRbNzc0wGo3L6rLuhKukbDAY0NLSArVajS1btqyZguHxeNBqtU4fzxFwuVzMz8+jo6ODcclyZyRjMpmYRi8AmOyRYWx0DBcvXoRYLGaIYq2uYmdrygDA43Nh0AEmo3vr9M6YSngD1vrcer2e6SReSZ97aGgIfX19KCsrc9vGdq0omu0VTcjZkWvPX92hgKWabXx8PBISEpiNkkKhYDSeQ0JCGIK21ynJnesLNFJWqVQee8Z7G+Ra92tSdkQAgMwUNjU1ITo62qbdojvhSuMVmZMODg5GTU2NXeYD3kxfGwwG9PX1IT8/H+np6W5LBbIbgUQsUjZoDYgLTUR5RbnNrmIym8s+n5Yzys5FygBgcmOk7A5TCW9BKBSuqs8tFAphMBhQVFTECGt4AvYIl5DX2RNFk+5mf6yLEjUvsjb2RikjIwMGg4GpRROnJNIv4I0o2p1eyt6CWq0OeIcocs0eOXIEKpXKv0nZXpBRjbq6OuTl5SEtLc3jN6WzjVcymQzNzc1ITU11qBPXG6RMURS6u7uxsLCAtLQ0ZGRkuO19rRW62KQMAD31/cgsTWOIgnQVk25W0lVMomjFiBIAEBwmgjjS8e5L7qK3srsiZbLRcqephLfA1ufOyspCS0sLlEolJBIJOjo60Nvbi+joaMTGxiIqKspjD257hUtWaxbz55GjtdYmEAgQFxeHuLg4iyh6cnLSK1F0IEbK64GUCY4dO4aRkZHAJ2WTyYSBgQEYjUZs3rzZ4zKUBI6mrymKQn9/P/r7+1FcXOxwfc7TYiVGoxEtLS1QqVSQSCRuSwmxIx8SJXA4HMaQgqC3fgB7vnAZ8292V3F+fj7UajXkcjmmpqboem3HNAAgOtm5800iZbMbvlOFQoGWlhakpaW5vaHQmyA+xKT0ExQUxGSg5HI5urq6oNPpmJGr2NhYj6bnV4uiV2oW82dSdoT0bEXR1n7DJIJ2l8JbIJLywsJCwJMyuV6/853vYH5+3r9Jea2bi8xNErjLrcMeOEKSRqMRbW1tUCqVTklSAp6NlBcWFtDQ0ICgoCBs2bIF7e3tbjmWNSGzb/ggK1LuaRhY9b3YEpQGgwFHm14HAAgj+Pjggw+YCNpe8Qwen0TKrn3O8fFxdHZ2utQI5Q/Q6XTMNVBZWcl8h7ZUrWQyGaRSqdf1ucl6yLXJjqJJo6fBYGDm7P2NYFwxo7D2G56fn4dCocD4+Di6uroQGhrKEHR4eLhTnz3Q0teksz3QSZmgvLwcQAAresnlcjQ3NyMxMRFZWVk4deqUVx1OyMNhrZ058Wnm8/lM9OEMPEXK09PTjBINsQ5kj0Q5i7UUuqwj5aH2Uei1eotRqZUgEAigki0AAEo3FaGsrGyZeAYh6ZUi/qWasnORMttUory8nJlBDUSo1WpGpW211Dt7HjcjI8OmPjdpFvOGPjc7iibR89TUFAQCgd/JfwLu073mcDgIDw9HeHg4MjMzYTAYGCvK1tZWUBTFRNFRUVF2nwd/3MishfVEygQBR8oURWFgYAB9fX0oLCxESkqKxc7Zm6YNwOpWZwqFAk1NTQ75NK92PHenr0dHR9HZ2bnMn9nVDYA9kpnWkbLJaMJAyzDyN+XYdYyJvikAQFJOIiIjIxEZGYnc3FybTkvssR/mge5CpLySqUQgQqlUoqmpCSkpKSvOyK8Ef9LnBmjD+enpacY+1J/kPwHPkZ5AIEBCQgLT0U2i6LGxMXR2diIsLAxRUVFrnodLpOwf8GtStr54iN3i7OysRRqY1CmNRqPbZmnXAtt71pqUiXBEd3c3CgoK3DJH505FL7a+dkVFxbLuWmdJ2RHLRXakHJcWA+mwHD31A3aT8vgiKSdmWYpysMUzSCRHmusAMCRBGr3MDkbKjphK+DuI2lhubq7L16gv9blNJhPa2tqgVqtRXV1t0aXsTeGSteAN0rOOovV6PVOLbmlpsYiio6OjLZ6XgZq+dofMpj/Br0mZDbbdorWQBYfD8Zq/MQG5uayPaTKZ0NHRAblcjqqqKrc1nrkrfW0wGNDU1ASdTrfiHLczx1ppznQlsEk5e2MGpMNytH/chX33XrnmsUxGE6YGaInNpJyVjUWsIzky9jMwMACtTgMAGB+bQIY61a4b2xVTCX/D6Ogouru7UVxc7BbZVGt4S5/baDQyDmq2xtDcPXLlClypKTsLoVBoEUXPzc1BoVAwWbKwsDCGoANN0WthYQEURblNZdBfEBCkPDU1hdbWVqSmpiI3N9fmheNtUra1EdBqtUzjmbOWhivBHaRMaochISHYsmXLitHKSoYUK8ERD2QCHm/pNVd+YSdqj9eh+VQ7TEYTU+9dCdJhOUxGE4Qigd3d1+yxn5ycHLwQ9jqmMQvljBJnz56FSCRiOoptNSwRU4n4+Hjk5+f7bYfvWiBTAMPDwygvL/fKtIK9+tyxsbGIjIy0mxj0ej0aGhogFArt2iS5Y+TKFfjaq5idzcjKymIEZAhJm81miEQiTE5OIioqymtZR2ehVqsB4FL62tvo6enB4ODgmnaLfD7fQmrTG2DXeZVKJRobGz0mXOLqpoMoN9kzH83lcu3+Lp2xXCT4a/evoVXrkZAVB3FkKFQzavTUD6Bg8+opbFJPTsiMc/ohx190hsrMzMLGXcWMRjS7YYnUomdmZjxqKuEtEPlZuVzu01r4Svrc7e3tMBqNTP1zNdlVjUaDhoYGhIWFoaSkxKnrwNGRK/LfzsLfarZsARmz2YzW1lYYjUaMjIygo6MD4eHhTBQdFhbmdxtRtVoNPp8f0CUkW/BrUp6bm8PU1JRddovejpTJMc1mM5MKys3NdasCFhuu1HlJfbuoqAjJycluO5YrhAwA0UlLHctlu4vx8bHzqHu7aU1SHu9drCdnO592ZXdf8/l8C9EG0rA0NDSEtrY2+liJiYiKivLrOdjVQOQ/tVotNm3a5FONZTac0edWqVRoaGhAbGysTccqZ7BWFO2OZjFfpK/tBZfLBZ/PR0REBDIyMqDT6Zha9MjICDgcjkUt2h/U6tRqNUJCQvxqo+MO+DUpR0REYNu2bXZdyL4gZS6Xi4GBAczMzNhsmHL3sRz1YyVdwlKp1KH69lojUaShi9Tk3GH3tunacnx87Dw+OnYet33nhlU/43DHKAAgJd9xQ3ECPhEPseq+Jim+8PBwGAwGaLVaJCcnQ6VS4dy5cwgKCmJIwpFUqy9BfLo5HA6qqqr84oFqC/boc4eHh0OpVCI5Odkt3tQrwTqKdodXtK/T12uB/WwJCgqyiKJJLXp4eHhZLdpXUbS7bBv9DX5NyoD9+tfeTl/r9XrodDqYzWaPGl8QsB8Q9tzYer0ejY2NjDqTI8pLq0XKKzn7uIpN15QjVBKCib4p1L5ah203bFrxtf2ttK9p1oZ0p4+3NBK1fCPHNpXYvHkz893ZSrWy09z+WIMjaV6xWIySkpKAak6z1uceHh5GT08PBAIBRkZGMDc3x6S5xWKx1wjaWa9of0tfW2Ol8U4ul8v0Y7A76wlJc7lchqCjoqK8tulbj53XgJ+TsiM3mTcj5bm5OTQ0NIDL5SInJ8crLiXstNpaIIb04eHhFupM9mIlUnamoctehIQF47p79+DfT7yKv3/3JRRvL4AkLnzZ60wmM4ba6Ug50wVSZtLXJsvPuZqphHWqdX5+npnLJTU4QtCeJAl7MTc3h8bGxoBvTgPo8a3e3l4UFRUhKSkJWq2WaRbr7++HUChkCNrb+tz2RtH+nL4G7PdTtu6sn52dhUKhwNDQ0LJatCfvg4WFBZc69/0Vfk3KAE3M9qhLeYuUJyYm0NbWhqysLCgUCo8fj4B9Y68GqVSKlpYWpKenIycnx6kL1lb3tav1Y3tw4OtX4/3nP8LUoAzPfO05/N9LDy57zUTvJPQaPUShQUiwmlF2BDwbkbIjphLsedCsrCzodDpGtGRgYAACgcAize3tCFWhUKC5uRlZWVke63PwFsj41oYNGxAbGwsAEIlESElJQUpKil/qc5MSDzuKNplMfn0enInkuVwuI94D0BMopBY9NDQEHo/HEHRkZKRbo+hL6Ws/h6dJmTgojYyMoKysDHFxcZidnfVadE5mKFc6HkVRGBwcRG9vL0pKSpCY6Hy91TpSZj9oPEXIABASHozHX3oAD23/Hi682YSWDzqxYVehxWv6W+jUdXpxisVYlaPgWdWUXTWVCAoKQnJyMpKTky1IorOzEwaDAVFRUQxJe7pbdGJiAh0dHQGvxw0Ag4ODGBgYWHV8yx/1uQFL4RKTyYT5+XkIhULo9Xq/kv8kcIdMsUgkshlFDwwMMCpv7oqiL6Wv/Rw8Hs9jNWWi4rSwsIAtW7YwuzNvN5etpOplMpnQ3t4OhULhtOEFG2xSZqfmPEnIBBklqbjs1q14758fov6dpmWkPLBYT84sdW00iW3d6G5TCTZJ5OfnMx3FbNlDQtDubJKhKApDQ0Po7+/Hxo0bPdp46GlQFIWenh5MTEygqqrKboEIa31u4q5kS5/b030AhHSJgt7CwgKTvfK2cIk9cLd4CDuKzsnJgVarZWrR1lF0VFSUw2W29SixCQQAKdubvubz+dDpdG4/Phm/CA0NRU1NzbIao7dVxKxJmbj7AO4TLCHd1yRdTX7mrdRbyfYCvPfPD9Fd17/sd731tJtU9sYMl45BIuWpySkIu+AxUwlbHcUkzT04OAg+n8+kWV2phZJMzuTkJKqqqhAevrweHygwm83o7OzE9PQ0qqqqXIqGrN2V2PrcHR0dCAsLY75/T3QRm81mtLW1QaVSobq6msmSeFu4xN61evKYIpGIySYRlTeFQoH+/n60t7cjIiKCIenQ0NA1z8WlSNnP4QmCJPXZtLQ05ObmLrtIPGESsRqsSZk0nEVGRrq1s5akyUkNzNsPh9zKLABAX9OghcKXyWhCd10fANitkb0SSKQ8Mz2DG6r3eW3HLRQKLdJ71rVQdprb3g0WefDPzc2hurraK42HnsJqOtauwtv63KSLX6fToaqqyiIqd1S4xBv3oDdd9tgqb7m5udBoNIzTFenJYNeibZ2LS5Gyn8Od6WsiRdjf379qfdYX6WtyvMnJSbS2tiI7OxuZmZluTYEGBQVBq9XizJkzTLexN2dyk/MSEBwmgmZei+HOMSZVPdQxCq1ah5DwYKQWOp9mNhgMmJ1TAgBSklN9dmOzR0ny8vKgVqsthDPEYjFD0Cu5+1gbZPjjWJa9WEvH2t3wpD630WhkzktlZeWqn8UbwiX2wJfa18HBwRaNe6QW3dfXB41GA4lEwtwr5FyoVCrExMS4fOxnn30Wv/zlLzExMYHi4mI8/fTT2LFjx4qv/+CDD/DQQw+hvb0dSUlJeOSRR3DPPfe4vA6CdUPKfD7fLQTJdqLavHnzqmlAHo8HvV7v8jHtBYnMe3t7MTAwwDScuQtktx4cHIydO3dCqVQyM7kmk8liJteTD0wul4u8qmw0n2xH2+mLDCl3nesFAORVZzv98CCmEjwB/QDkwD+6YTkcDsRiMcRiMVMLJWludhQXGxuL6Oho8Hg8RmtdJBIFvEGGozrW7oY79bkNBgN9jfF4qKiocGok0d3CJWvBUWEiT4LH49mMokmq+/nnn4der4fJZHKpoRUAXnzxRTzwwAN49tlnsW3bNvzpT3/C3r170dHRYVNSd2BgANdccw3uuusuHDlyBB9//DHuu+8+xMbG4sYbb3RpLQR+T8r27k7dEbUuLCwwDwZrJypPHdMRcDgcDAwMQKfTYcuWLW51R7HV0EWihIKCAszPz0Mmk2FoaAjt7e2QSCRMFO2JdGnFlaVoPtmOunebcd1X9wAALi6ScoGTqWu2qURsLL3DdsZP2RsQCAQWikokiuvp6UFrayvCw8OhUqkQFRWF0tJSv3iYOgt36Fi7G9b63ERZbC19brK5CAoKwoYNG1zeXLhLuGQtkL4df9zYWUfRarUa//3vf/Hee+/hjTfewIULF7B3715cc801Ds/jP/XUU/jyl7+MO++8EwDw9NNP45133sEf/vAHPPHEE8te/8c//hFpaWl4+umnAQCFhYWoq6vDk08++ckhZXvhDsOG5uZmJCUlIT8/306nI++RslarhVqtRlBQEGpqatyWprTHA5k9k5udnQ2NRsNEcT09PQgJCWEImugTu4rKPWX427f/jbYPL0Kj0kIYLETT++0AgMKteQ6/H/EOJqYSJ/lnAdhW9PI3WEdxZORJKBRCJpPh3Llzy/ShAwWe0LF2N3g8noU2urU+t1gsZr777u5uj20uVhu5cjWKZt///gwej4drr70W1157Lfbv34/du3cjMjISb775Jh5//HH86Ec/wsMPP2zXe+n1etTX1+Oxxx6z+PmePXtw5swZm39TW1uLPXv2WPzsqquuwnPPPQeDweCWDOK6IWVn09dkjKSnpweFhYVISUmx+2+dNYlwFMSBis/nIz093a2EzFboWssDmSA4OBipqalITU2F0WhkmmUaGxttplmdQUp+IhKy4jDZL8VHR88hJS8RSuksQiNCULwt36HPODw8jL6+PpSUlDDp/qXmMf+MlFeCVCpFZ2cn8vLykJqaCoPBsEwfmv39u9qs5EnMzs6isbERKSkpyM7O9ktCtsZK+txTU1MYGBhgNrBTU1NeKfOsJFxi7W2+VhTNnrIIFKjVamRlZeFzn/scvv71r2NhYcGhcqJcLofJZFrmJx4fH4/JyUmbfzM5OWnz9UajEXK53OV0OhAApOxI+trRRi/2fG91dTUkEolDf++NSHlsbAwdHR3Izc11q4KYuwwl+Hw+M3LCTrN2d3dbdBPHxsY6JJrB4XBw9Zd34/DjL+L4M+8guzwDAFB9zUYIhPZdthRFoaurC1NTU6isrLSY3yba12Yvm5i4gpGREfT09FhsLgQCAWNiT8QarJuVSBTtT13ZRHEsOzsb6enOy6X6GkKhEOHh4ejt7UVycjISExMhl8sxODjIjPl4S58bWDuKZs9DswmYSIAGEikvLCxYjESFhIQ4dY1bn5O1nOBsvd7Wz52F35OyvSAEaa+1nlarRUNDAzgcjtPzvZ4kZbaC2MaNGxEbGwulUumW43lKMtN6zIEoK5E0HxHNiI2NtesBdeUdu/DSz49juHMMw51jAICrv7TbrrWwTSU2bdq0TGoxkCJliqLQ19eHkZERVFRUrLh5ZIs1kO+flBmIshU7ze2rB/DU1BTa2trWheKYSqVCfX09EhMTmbFJ8v0TfW6ZTOZVfW5g9ZErW8IlRqMxoAiZoiio1WqX+mpiYmLA4/GWRcVSqXRZNEyQkJBg8/V8Pt9tYj3ripQB+2btZmZm0NjYiLi4uDU1jtc6pidImYxTqNXqZQpirqbLvaXQZa2sxBbNGBgYgFAoXHPcSiwJxf/727349Z1/gmpGjZr9VSisWbuevJqpBIEt7Wt/BFtIo7q62qHxLXazEikzkN4JAEw3vTf9cW3pWAcqiE5AamqqTWlWe/S5ySbJ0/rcwMojV2azmZH+9JU2gTNwdU5ZKBSisrISJ06cwPXXX8/8/MSJEzhw4IDNv6mpqcFrr71m8bN3333XrZaofk/Kjlg3AjShrUbKIyMjuHjxIvLy8pCWluYSKXlCPIR0gJOGLvaJdqWGbU9DlyfBFs1gWyC2tbUx0oe2xq2qrirDobYnMdw5hpzFFPZqsNdUglwj/hwpm0wmNDc3Q6fTuSykwS4zUBTFpLkHBgbQ1tbGdNPHxMR4TCXJHh3rQAHp88jMzERGRsaar19Jn3tqagpdXV1e0+cGlkfRer0efX19kEgkPhMucQYLCwsuaww89NBD+PznP4+qqirU1NTg0KFDGB4eZuaOv/Wtb2FsbAz/+Mc/AAD33HMPnnnmGTz00EO46667UFtbi+eeew4vvPCCy5+HwO9J2V6sZdhAIo7JyUlUVFS4JdXgjsiVjenpaTQ2NiIxMREFBQXLbgZnNwHONnR5CtYWiHNzc4zspK1xq9CIEBRuyV3zfaenp9Hc3GyXqQSJlM1+GikTP2wej+fWXThAn3/ij5uTk2PRTd/b2wuRSMQ0i7mDIJzVsfZXkHp4bm4uUlNTHf57f9LnNhqNaGxsREhICEpKSphnqLeFSxyF2Wx2i8zmZz7zGSgUCvzwhz/ExMQESkpK8OabbzJ9DhMTExgeHmZen5mZiTfffBMPPvggfv/73yMpKQm//e1v3TYOBawzUl4pnazT6dDU1ASj0YitW7e6LVXkzvQ1ieALCgpWvNF5PB4MBoND7+sNy0VXwJY+JAQhk8kcHrdy1FSCy5Lu9DeQbEl4eLhX5nbZ3fTsmVw2QZA0t6ME4U4da3+ATCZDa2srCgoK3FYPX02fmzgreUKfm4wEhYaGWlxn3hYucQZqtRoA3LLBu++++3DffffZ/N3hw4eX/WzXrl2M34An4Pek7MgFaKsDm4xdSCQSVFVVubW5gkTK9jaX2QJxkBkfH18zgnc0fe3vhGwLwcHBy+qgq41bEUnU4eFhh0wlmEYvk3+lr+fm5tDY2IiEhATk5eV5/ZxZz+QSgiCiMRERERZp7tXW50kda1+ANKiVlJSs2AjkKrylz63T6VBfXw+xWLzixs9bwiXOgJByoG/ybMHvSdkRWM8qj4+Po7293e360ARMXdJkcurmMBgMaGpqgk6nQ01NzZrt/I6kr71tuegJ2Bq3Ip3EZNzKYDBAq9U63ATlj41ecrkcLS0tyMrKsqtO6WlYEwS7m7ivr29V6Ulv61h7GuPj47h48aLXG9Qc0ee2l6AIIYeFhaG4uNguIvWkcIkzWFhYgEAg8Lg3uS+wrkiZPRbV1dWF0dFRZpzIU8cD4FRdWa1WM6mjLVu22EXq9kTKvm7o8hSsVa1mZ2fR1tbGaOB2dHQwaW57bN+Yc+cnjV4k/V5UVOQWAQJPwLqbmNRBifQkSXOHh4ejra3NZzrW7gaZD9+4caNH7D3thTv0ubVaLerr6xEREYHi4mKnnw2Ojly5O4pWqVR23eeBCL8nZUfT1zqdDnV1ddBqtaipqfFoeoOszdG6MlFfSk1NdShFuVZjmS0ln/V40Wq1WnR0dEAsFqO0tBQmk4mpQ/f399v1cOL6SaRMURQGBwcxODiIjRs3um3W0dNgN+sVFBRApVIx2ugqlQoCgQBxcXFMh2ygXoekY3y1+XBfwVF9bkLIEokERUVFbtUnAFYfuQLcm+YmpLwe4fek7Ch6enogkUhQU1PjcYnB1ZrLbIEt6VlUVITk5GSHjrdapMzeqfpLh6QnwDaVIOLzPB6PMU+3d9zKH8RD2IpjgdyVTKQnORwORkdHkZiYCIlEAoVCgcHBQQgEAotNUiBEzqRXYWRkBJWVlau6xfkDVtLnJmn3kJAQ6HQ6SCQSFBYWenST5KhXNPlvRxDom73VEBCkzOFwmHGelTA1NQWlUomoqChUVFR47WTZS8pmsxkdHR2QSqWoqqpyak5zpWMFYkOXM7A2lbCFtcatiGCDyUx/j950+WKDNEGpVCqbimOBBls61taiGZ2dndDr9RabJH+sCRI1vcnJSVRVVfnMb9tZWOtzE5ETgUCA2dlZnD592qJZzNP63ID7vaLVarVfyca6EwFByquBoij09vZicHCQkRj0JinZ03xFZk5NJhNqamqcfgDbipQ/KYQ8NDS0zFRiLaw2btU/0AcAmJ9VYXZ2FuHh4V777kiDH0VRqK6u9ugcqjewmo41WzQjPz8farUaMpkMY2Nj6OzsRFhYmEfGfZwFRVHo7Oxk9PAD/cGv0WjQ3NyM+Ph4FBQUWGxUiXCMt/S5Afd5RatUqoDbLNmLgCZlo9GIlpYWzM/PY8uWLRgZGXHYlMJVrFXnnZ+fZ2ZOS0tLXUqps0mZNHQFeof1WljNVMJRsMetlBcX8D+cgcFgQENDA7hcLhNhe1KXmGiuBwcHu8Vv19dwRMeaw+FALBZDLBYzDkukUWloaAh8Pp8haE9rQ9sCyWbNzs6uixEujUaDuro6xMbGMqUetnCMv+lzA7A7inaHcIi/IiBI2Vb6Wq1Wo7Gx0cJfmM/nOyyu4SpWS19LpVI0NzcjIyMDOTk5LpMmicqtG7rWKyGvZSrhCoRBdHQaIgrBrl27mHErokvsiRQr8Q6OiYmxqdgWaHBVx5otvWo2m5dpQxOHMdKo5EmYzWa0trZiYWEBVVVVfplWdwQLCwuor69HXFzcqs2k/qbPbW8UfanRy88gk8nQ3NyM5ORk5OfnW9QttFqtV9dii5QpisLAwAD6+vpQWlqKhIQEtx2LPR8IBJb/qSOwx1TCFbDnlK1HTaxTrOHh4Q6NW9nCzMwMmpqa7JIADQS4W8eay+UiOjoa0dHRzDmQy+WMw5hYLGaiaHeXGojGuF6vR2VlZcCXE8i4ZXx8vMPTHWx9bnIO/EGfmy0VTFEUTp48idnZWY8d35cIKFIm4yO9vb02u5e94W9sDetjsj2aN23a5FK61RrEYk2pVPrUes/TsNdUwhWspOhlnWLV6XQW6b2goCCGoO19MJEUb35+PlJSUtz+WbwJb+hYs88B0YYmaW5SamCnuV0pCRGRE4qiUFlZGfAiJ4SQExISGCtJZ2DrHPhKn5sddFEUhWeeeQaNjY347W9/67Fj+hIBQcpEJL2trQ3T09Mrkh2fz/dJTZmQslarRWNjIwA47dG8EiiKYgiBRJBxcXGrzuIGIhwxlXAF9hpSBAUF2Ry3Ig8mtuynrQf68PAwent714VVoa90rAUCARITE5GYmGihatXT0wOtVut0itVgMDCmH+tB5EStVqOurg5JSUluKZexsZo+d0dHB8LDw5mSj6ca9iiKwqFDh/DEE0/gnXfeQU1NjduP4Q8ICFImDQtcLhdbt25dsd7ji0iZNF+RkZCoqCgUFxe77QZnN3RxOByUlpaCoiiGHNrb22EymRhyiImJ8fh8tqfgqKmEK+A6Mae80rgV6WIl5BAbGwuRSITe3l6MjY35pfCEo/AXHWtbpQa5XA6pVIquri6EhoYy98JqBiZ6vZ6xSF0PDXcqlQr19fVITk5mRtI8BVv63OyGPXYa3BV9bjYoisLhw4fxve99D6+//vq6JWQgQEi5r68P4eHha6YyfZW+np2dRV9fn9s1tldq6OJwOMxFX1BQwJBDf38/2tramAYZQg7+DraphLdUrXg81xS9Vhu36u7uZlJtRUVFbi1h+AL+rGNNLBDT09NhMBgYVaumpiYAsMhkEHIgHfCrmTEEElQqFerq6pCamuqTfgV2NomtUd/b2+u0PjcbFEXh+eefx2OPPYbjx49j586dHvgU/gMOtZYqhx9Ar9evKR4C0POS7e3tXjtpFEXh7NmzmJubQ3l5ud3zs/a+tzMNXaRJSSaTMfO3rjYpeRJkDGVmZgbl5eVemz1s+/AiHt/7BFLyk/D7+ifc9r6EwDQaDcLCwjAzM+O1cStPgESUQqEQZWVlAbN2iqKYNLdMJsPCwgIiIyMRERGB8fFxREdHu1Vq0leYn59HfX09UlNTkZ2d7evlLANbn3t6ehoikYjJ6NlTdqMoCv/5z3/wta99DUePHsVVV13lpZX7DgERKduyZLQFb9aUjUYjWltboVarGXk7d8GV+WO2ebper4dMJoNUKkV/fz9zQ8TFxa2a2vMWDAYDmpubYTQasWnTJq+OoTA1ZTdmVkjHuEAgYGRe2ZGDJ8etPAGNRoOGhgaEhYUFXETJ4XAYMaHc3FwsLCxgfHwcg4ODoCgKs7Oz6OnpYdLcgfTZCAghk/4Lf4Sj+tzWePXVV/G1r30N//73vz8RhAwECCnbC2+lrzUaDdMgkpqaCr1e77b3dqdCl1AotGhSUigUkEqlaGpqAofD8Wn0Rr7D4OBgnzTZOFNTXg1kbp6477DnLj09buUJkJlqYjjhL+tyFiaTCWNjY0hPT0dGRgbTSdzc3AwAzEbJ07KT7sLc3Bzq6+uRkZGBzMxMXy/HLqylzy0Wi2EymaDRaHDZZZfh7bffxt13340jR45g3759vl6+17AuSZmiKI89RJRKJRoaGhAXF4eioiIMDQ1Bo9G45b096YHMviHY0dvFixdhMBiYh1JsbKzHH0q2TCW8DXf6KZMmv6SkpFXHUDwxbuUJ2NKxDmSQz5OWlsb0fLA7iWdnZyGXy5mGPYlEwtSi/VGgYnZ2Fg0NDcjMzPQL321nYK3PrdfroVAocOzYMfzoRz9irrk777wTu3bt8vFqvYuAqCmbzWa7lLr0ej3ef/99XHHFFR7pQB4bG0NHRwdyc3ORnp4ODoeD4eFhyGQyVFZWOv2+1h7I3rRcJDtWqVQKmUwGlUoFiUTCjFu5W8WHmErY0kn2JgZah/FAzXcQmSDB4d7fOP0+ZDzK1c/DHreSyWR2jVt5AqvpWAciiGhLVlaWXZ9Ho9EwG6WZmRmIRCLmPPhyo0RACNnezxOIePfdd/HII4+goKAAQ0NDaG9vR01NDW699Vbcd999vl6ex7GuImVCxCaTya2kTFxjRkZGUF5ejpiYGOZ3rqbMnW3ochfYO9bs7OxlXcShoaEMQbs6f0hmdh0xlfAUSPf1WnPKq2FsbAwXL15EcXGxy6ptjoxbeUru0BEd60AA2WDk5eXZLdoSHByM1NRUpKamWtRA2YIZZKPkbeUvpVKJxsZGZGdnr+iSFug4ffo0Pv/5z+O3v/0tvvCFL4DD4WBkZARvvvkm1Gq1r5fnFawrUiYpX3fWlY1GI5qbm6FWq7Fly5Zl3cGukLI/GkqwTRuIkpJUKsXQ0BAEAgHTKOZI1OBOUwl3gbuCopc9IDKqQ0NDKC8vR1RUlFvXtta4VWhoKEPQ7pKcdFXH2t9AMjKFhYVITEx06j2sa6BEMINEb8RdyRv9AISQc3JykJqa6rHj+BJnzpzBzTffjCeffJIhZABITU3FV77yFR+vznsICFJ25GJ3Z7PXwsICIzBQU1NjM4Voy07RHgSC5SJbScmWmhUhhtUEAkwmEyP070++wc7WlCmKwsWLFxlfbE/ITFrDeqOkUCggk8nc5m7lbh1rX2NychLt7e0oLS11W0bGWjDD2l0pKCiIIWh3K+zNzMygsbERubm565aQL1y4gJtuugk/+clPcPfdd/vl89BbCAhSdgTuGouanp5mmnfYphfWcGYT4MmGLk/BOr06OzsLmUyGvr6+ZYIlZMzH06YSroDnRPe1P2wwBAIBEhISkJCQ4PK4FVvHurKyEuHh4V76FJ7D2NgYurq6UFZWZlFmcjes3ZVINzcZ9WGfB1fS3NPT02hqanIoBR9oaGxsxMGDB/Gd73wHX/va1wLieehJrDtSdkekPDIygosXL6KgoGDNnakjx7Nu6AoUQraGtSerWq2GVCplRhvCw8MRERGByclJRqTB1w0y1rBX+5rAYDAwxgX+ssFwZdzKVzrWngTpWdi4caPbSwqrgb1hLSgogEqlgkwms9CFJgQtFovtvucJIefn5y8z31kvaG1txf79+/HII4/goYceCsjnobsREKTsrfS12WzGxYsXmcjBnhvb3uNZN3R5s8Pa0wgNDUVmZiYz5jM4OIiRkREmou7r61tTi9jbIGleeyJlMlMdEhKC0tJSv1S1cmTcKiwsDB0dHT7XsXYnBgYGMDg46POeBXbjZFZWloUu9MDAAAQCgUWae6VriTSpFRQUrIumO1vo6OjAvn37cP/99+Oxxx7zm2eDrxEQpOwInCVlEgnpdDrU1NQgJCTErr+zp6bsjw1dnoJCocDo6CiKiooQFxfH1D8bGxuZ+mdcXByioqJ8Gj2TRi9yblZay/z8PBobGwNORGM1dyuDwQA+n4/c3Fy/3GA4Aoqi0NfXh9HRUa/V+B2BtS40SXN3dnZCr9cz9ofssg8hZFea1PwdXV1d2LdvH+666y5897vfDZj7yhsIGFLmcDh26V87U1Mm6kWhoaHYsmWLQ+NUPB6PMeG2dWEFQkOXO7CSqQQRaTCbzZiZmYFMJkNnZycMBoOFs5W308EkfQ3Q0TJXuJyUiY1kenq6W41GvA2SXo2IiMDs7CxEIhEiIyMxPDyMzs5Or4xbeQJkVHFqagpVVVVe0013FsQHOiYmBvn5+Uy5gZR9wsLCEBISAqlUuq4Jube3F/v27cPnPvc5/PjHPw7Y+8pTCBhStheORsrEUSY1NRV5eXkOXyBMGtTGbHQgNnQ5A7apRHV1tc2HI5fLRXR0NKKjo5Gfn4/5+XnIZDIMDg6ivb2dIYa4uDivpFNJoxewWFcWWp470sFbUFCwLup5K+lYE8MAT45beQIURaGzsxMKhQJVVVV2Z7b8BdblBr1ej4GBAYyMjIDD4aC3txdKpTIgTUxWw+DgIPbt24cbbrgBv/jFL/yu18Qf8IklZYqiMDQ0hJ6eHhQVFTn94LVFyuulocseOGMqweFwEB4ejvDwcAvBEqlUiu7ubojFYkawxJHGGEdgHSmzMTQ0hL6+vnUzs7uajjXbMIDMpbtz3MoTMJvNaG9vx9zc3LqpiSuVSoyOjqK0tBSxsbGYmZmBXC5nuurJdMNKxg2BgNHRUVx77bW45ppr8Jvf/OYSIa+AgCFld6avSWQnlUpRXV3tkgE9adgiBMxOV5PfrVdCdpepBHsOV6/XM8QwMDDgMT1oLitSJrPKZERofHzc5w1D7oIjOtbsuXRSbpDL5bh48SJT/yTnwttqVgRmsxktLS3QaDSoqqrya5cteyGVStHa2moxV02ySnl5eVhYWIBMJsPExARj3EBKP/6czWBjYmIC11xzDXbv3o3f//73lwh5FQQMKdsLHo+3qk62Xq9HY2MjTCYTampqXK6hcTgcptnLmpDX84XnKVMJoVCIpKQkJCUlMQ1KUqkULS0tAGjT+ri4OERHR7sUuXG5S+s1Gc1M9DU7O4vq6up1MSLkio41u9zgL+5WJpMJzc3NMBgMqKqq8ouxNFdBpE1XEjrhcDgWdqwkmyGXy5lsBiHoqKgoj2j+u4qpqSlce+212LJlC/785z/7TcbFX+F/Z9BF8Hg8aLVam7+bn59HQ0MDIiIiUFJS4rYLmPg9fxIaugBLU4m0tDSPfVZbgiUkxc0WynAmcuNwOODxeTAZTdDrdGhs7IHBYEB1dfW6iL7cqWNta9yKyH56y93KaDSisbERAFBZWemX5OMopqam0N7e7lCZxDqboVQqIZfL0dPTA41GY5Hm9oemPblcjuuuuw5lZWU4fPjwJUK2AwFzZdv74F+ppiyVStHc3IzMzEy329GR6PyTQMi+MpWwJVgik8kwOjqKzs5OREREMI1i9jb98PhcmIwmNDY0ITY1GlVVVczDvvNsD155+k2kFSbjc9+7yZMfze3wtI51UFCQhZoVGXtzRH7VERgMBjQ0NEAgEKCsrGxdPNgnJyfR0dHB1JCdgS3xGKJV39XVhdDQUCaK9oVGwPT0NPbv34/c3FwcOXJkXWykvIF19y1Z15SJeUBfXx9KS0tddvNhgzR0hYSEoKWlxWIGdz08ONggphKTk5M+r7daR25arZaJ3Hp7exESEsI0iq1Wc+MuOkUFi4KxceNGiwhvenwG515vwPy0yiufyV3wto61tWkDW361tbXV5XErvV6P+vp6BAcHY8OGDeuiJDQxMYHOzk5s2LDBrVKgJM2dnp7OaKST6RIAFlagniZIpVKJAwcOICUlBf/+97/XRanBW1h3pMyOlE0mE9ra2jAzM4NNmza5lUjYgiBlZWXMw+jixYvMDG5cXBxiYmICfodorfnsb+MnIpGIsdszGo0WHcQkBR4XF2dhtSOXsAAAYJJJREFUFKBUKkGBbhzMysxe/rAnRO73buM0/EHH2jqbQRqUSMnB0XErrVaL+vp6hIeHo7i4eF0QMplJLisrY2b5PQG2Rvpqm6WYmBi3389zc3O44YYbEBMTg5dffnldlIO8iYBhC0fT11qtlqlB1dTUuPXCsJbM5PF4FmkklUqFqakpxgs3KiqKiSZ81bXqLHQ6HZqamsDj8fxG83k18Pl8C8OGmZkZSKVStLe3w2QyITo6GiKRCCMjIxAI+dCp9TDbsG9c4mT/Z2V/1bEOCQlBeno6E7lZb5bYDUrWmSWNRoP6+npERkaiqKhoXZSEiFmGt7W5bW2WSLNYd3c3QkJCLNLcrmx+VCoVbrrpJoSEhODYsWMBO77lSwQMKdsLHo8HvV6P2tpaREdHo7i42K2p5LUUutjatzk5OVhYWLAwa4iIiGAI2h8aMVaDSqVCY2Mj82AMtEiF3UFcUFCAubk59PX1YWhoiD5vi6dOs6BZ9reBQgIkG+TvOta2xq3YmSW2q5LBYEB9fT3i4uLc2tnvS/iKkG2BPZtuNBqZNHdLSwvMZrNFmtuRTfjCwgJuvvlmcLlcHD9+3Cubw9OnT+OXv/wl6uvrMTExgVdeeQUHDx5kfk9RFH7wgx/g0KFDmJmZwebNm/H73/8excXFHl+bs1h3pKxUKqHT6ZCfn4+MjAy33tDOSGaGhIQgIyMDGRkZTO1TKpWip6eHEcmIi4vz2liJvSASk6mpqW5vjPMV5HI5ZmdnUVlZCZFIhH8K/wsAqK+rh9KoYOrQ7IeJPbPxvoLRaERTUxPMZnNAZDEIrNXd2K5K7e3tTGS3XqwKSeOdP/pV8/l8RgqXoijMzc0xGgFtbW2QSCQMSa9GslqtFrfeeiv0ej3efvttr0meqtVqlJWV4Ytf/CJuvPHGZb//xS9+gaeeegqHDx9GXl4efvzjH+PKK69EV1eX3+mkEwQMKa9FChRFobe3F4ODg+ByucjMzHTbsUlDl6uSmezap8FgYJqTiEgGIWhfuymNj4+js7PTLeM0/gDi/iWXyy1kQIVBdCmhbMNGSFLEFiM+UxPTAADKfrtlr0Kv16OhoQFCodAl4RZfg51Zio6ORn19PaKiokBRFM6dOweRSMSQgqfGrTyJkZER9Pb2oqKiwiWRIm+Aw+EgIiICERERyMnJgUajYdLcfX19K54LnU6Hz33uc1AqlThx4oRX+xn27t2LvXv32vwdRVF4+umn8fjjj+OGG24AAPz9739HfHw8/vWvf+ErX/mK19bpCAKGlFeD0WhEa2sr5ubmUF5ejrq6uhUNIhwFm4wB90lmCgQCC5EMhUIBqVTKuCkRgmY3J3kaK5lKBDJMJhOjALVp0yaL9C7Rv+ZyuBaOSgqFAhMtZwAAc7OzaG9v96uu+pV0rAMZMzMzaGpqQk5ODtLS0gDAYtyqpaUFFEW5fdzKkxgeHkZfXx/Ky8v9npBtITg4mAkiyLmQy+VobW3F2bNn8fHHH2PPnj348MMPMTExgf/9739+9TkHBgYwOTmJPXv2MD8LCgrCrl27cObMmUuk7CmQBxSfz0dNTQ1DmLYMIhyFdUOXpx5+7LESW81JpHvYVRWr1WCPqUSgQa/Xo6mpCRwOx2Z6l7c4EmU2mlg/o88FIYbgkBDw+XxGg5jtbOWLpr3VdKwDFaSemZ+fb6FBv9a4lb8JZbAxNDSE/v5+VFRUrAu5VutzIZFIMDU1hWeffRbDw8Oorq7GX/7yF+zbt89vGvMmJycB0E51bMTHx2NoaMgXS7ILAU3KMzMzaGxsRFxcHNOIRCJaV0nZV5aLtpqTSA26tbUV0dHRTO3TXTVEZ0wl/B1ksyYWi1FSUmJzM0MiZWtDCgBMExiPx0N+fj7TVS+TyTA8PIyOjg5IJBJmw+QNUnBExzpQQHSfi4qKVrUqXGncampqCl1dXRCLxUwUHRYW5tPvhsyKrxdCtgaHw0FJSQnm5uYQEhKC+vp6XLhwAa+//jp+8IMfYNOmTTh16pSvl8nA+lpwVxbVUwgYUrb+EsfGxtDR0YG8vDwLqUdCoI7YN1qDoihGgMSXCl3WNR61Wg2pVMqQQmRkJEPQznbdsk0lNm7c6PcpQXtA5FTX0uXmLjpF2bpWVuuqz8rKWta0FxoaypwLT5CCKzrW/oqJiQlG1cpRdbiVxq2Gh4ct5FkjIyO9WnIghOyrWXFvwGQy4etf/zrq6upw8uRJJCcno7y8HHfffTc0Gg36+/t9vUQAYISiJicnLTZ8Uql0WfTsTwi4JzAxNh8ZGUF5eblNRRw+n+80KZP6MUVRfiWZyVaxysrKgkajgVQqxeTkJLq6uhAeHm6ze3g1eMpUwpdQKBRoaWlhOt5X+0yrRsoEK3RfWzftEVIYGhqCQCCwIAVXyx7u1LH2F5COZHf0Lqw0btXZ2bls3MqTJYeBgQEMDQ2ta0I2m8148MEHcfr0aZw6dWqZ5W1wcLDfjBtlZmYiISEBJ06cQHl5OQC6pPXBBx/g5z//uY9XtzICipSNRiOam5uhVqtRU1OzIvkQgwhH4KmGLk8hODiYiRT0ej2kUukymcm4uLgVozZvmUp4EyTyspe8iKeyybhypGzPRJQ1KRBnq7a2Nmbuk/QEOJqJ8LSOtS/AboBy94jQauNWHR0djEa6I5tXe0AaJCsrK/121MZVmM1mPPLIIzhx4gROnjzJ9F34EiqVCr29vcy/BwYG0NTUhKioKKSlpeGBBx7AT3/6U+Tm5iI3Nxc//elPERISgttuu82Hq14dAUPKer0eZ8+eRVBQEGpqalatp65kSrESvNXQ5SkIhULGIIDITEqlUtTV1UEgEDAELZFIwOFwfGYq4UkMDg6iv78fZWVldusJk7Sm2UakzCh6OTinTKz0YmJimLlPqVTKNCexna3Wqt17W8faGxgYGMDg4KBX6q22Sg4ko0FGfMi5cEXJqq+vDyMjI+uekP/v//4Px48fx8mTJ5GVleXrJQEA6urqsHv3bubfDz30EADgjjvuwOHDh/HII49Ao9HgvvvuY8RD3n33Xb8+TwFDykKhEBkZGUhKSlrz5nGElN0xf+xPYMtMsv2Im5ubAdDfo1arXTcPelLOIJrPjjzouatEyixWdnpt7J4AtrMVUXcjnsREPIb9mXytY+1uEB2B8fFxVFVV+eShKBKJbLpbkXvDUcMGiqLQ19eHsbExVFVVrYuJBVugKAo/+tGP8OKLL+LkyZPIzc319ZIYXHbZZatunDkcDr7//e/j+9//vvcW5SIChpQ5HA5SU1PtilysnaJWgq86rL0FdsOLwWBAY2Mj1Go1+Hw+GhsbA940w2w2o62tDXNzc04ZZTA15dW0r90o6MU2q7f2JBaJRMy5GBsbw8zMjF/pWLsC4jAmlUr95jPZO261UhMlm5ArKyvXNSH/7Gc/w9/+9je8//77KCgo8PWS1j0C70lsB+yJlEl0vF4JmQ22qcT27dvB5/MxPz8PqVSK/v5+tLe3M6YZsbGxAWGaQca4TCYTNm3a5NSa7aspe0Zmk+1JTPSHpVIp6uvrAdCzlAsLCxCJRH4hWOIsKIqymH/3t3liwPFxKwAWUb8/bDI8AYqi8Otf/xrPPvss3nvvPZSUlPh6SZ8IfOJImUhmkt+vd0JeyVQiPDwc4eHhFqNWY2Nj6OzshEQiYQjaHx+ixAEsKCjIpTEuEinbqinDi9cEn89HdHQ0RkZGEBYWhszMTExPT1uYNZAoOlD0rYGlTIZKpUJVVZXfmmVYY6Vxq6GhIfD5fAgEAuh0OlRWVq5rQn7mmWfw1FNP4Z133sHGjRt9vaRPDAKKlDkcjkvpa+uGLg6Hs64J2V5TidDQUGRmZiIzM9Ni/ra7u9vvTDPIJiMqKgqFhYUuNeVxeavUlAm84EdhS8eaOCSpVCpIpVIMDQ2hvb2d8cH11w0TAfHg1mg0qKqqCojsiy2wO+vJZ1IoFBAIBLhw4YLXxq28CYqicOjQITzxxBN46623UF1d7eslfaIQUKRsL2xFyuutoWstEFOJgoKCZbOEq8GWaYZUKsXAwABT94yLi7PLpN7dUCqVaGpqcpui1Wpzys52XzuK1XSs2d3D2dnZ0Gg0yzZMpFFMLBb7zTVtMpnQ1NQEk8mEqqqqgIruVwJpvpufn0dNTQ2Cg4O9Nm7lTVAUhcOHD+N73/seXn/9ddTU1Ph6SZ84rFtSNhgMzL/Xe0MXG+40lbA2zbA2qScpbm+YZpC539zcXKSmprrlPX1ZUwYc17EODg5mfHDZLmNEsIScD1+6KRmNRjQ2NoLD4aCioiIgGwitQVEU4zJWVVXFZCi8MW7lTVAUhSNHjuCxxx7D8ePHsXPnTl8v6ROJgLpj7CVTHo8HrVYL4JPV0OVJUwkej8f4rrJNM4hAhidNM4iAhrvnqpmaso3u66VQ2W2Hs4CrOtbWG6bp6WnIZDK0traCoigL4wxvNYoZDAY0NDRAIBCgrKwsoBvUCCiKQmdnJ6anpy0I2RrscSuj0cicD2fHrbwNiqLw0ksv4f/9v/+Ho0ePWsz+XoJ34X9XhxtAFL3MZvMnpqHLm6YS1qYZs7OzTEqVOCm5ozGJjJ0QSVW3qz+tFimz1uBuuFvHmj36xh7v6e3tRVtbm1c663U6HRoaGhASEoLS0tKAiAzXgjUh29uoxufzXRq38gVeeeUVfO1rX8NLL72Eq666ytfL+URjXZMyIeT13tDlS1MJ63ES68Yk8gCKi4tzaKNgNpuZB6KnrCRXryl75nqZmppCe3s7CgoKPKJjzT4fpLNeJpMxnfWeqHtqtVrU19cjPDwcxcXF64aQOzo6oFQqXeoct74/1Go15HK5X7lbvf766/jKV76C559/Htdee63Xj38JlggoUrbngqUoCiKRiDFNj4+PD5jZW2fgT6YSthqTbJlmxMXFrSr0YTKZ0NLSAq1Wi+rqao9FEzw7uq/dGSmTNHxpaalXdKzZJiaks55IsBKNdLJhcrZxb2FhAfX19YiOjkZhYeG62PxSFIX29nbMzs6isrLSrdcfEZAhmvVEVYyMWxGCjoqK8srm5u2338YXv/hFHD58GAcPHvT48S5hbQQUKa8F0tAVERGBmpoayGQyjI6OorOzk7E5dDRi82f4u6kE2zSDKFgRQiBWh9adw3q9Ho2NjeDxeB7v3F3dT9l+Qwp74A861tZ1TyJY0tDQAC6Xy6S47SUE0qgWHx+PvLw8v7v+nIHZbEZ7ezvm5+dRVVXl0WeFUCj0qbvVe++9h9tvvx2HDh3CTTfd5Pb3vwTnsG5I2bqhiy1pqNVqLSK2iIgIhhD8edZzNRBTieLiYr/2BiVgK1ixBRkuXLgAoVDIdKn29vYyaVBPNwqRmrLZpp/y4n+4yMr+qmPN5/OXNe7JZDJ0dHTAaDRaNIrZ2hjNz8+jvr7ebeNp/gC22EllZaVXN++23K2kUqnHxq1Onz6N2267Dc888wxuu+22dXH+1gsCipRtXTj2KHSJRCJmlIREbFNTU+jp6UFYWJiFOIa/g+gIT05OOmzA4C+wFmSYnp7G2NgYhoeHweVywefzMTMz4/EUnj01ZVc4mV0X92c5RmtCIBKsg4ODjGAJiaJFIhGUSiUaGxuRkZGBzMxMXy/fLSCErFarfS52Yl0GWm3ciji/OYIzZ87g5ptvxpNPPok77rjDZ4RsNBrx/e9/H88//zwmJyeRmJiIL3zhC/i///u/ddGX4CwCipStYe2BbE9Dl3XERgi6r6+PSanGx8f7hXqVNYiikFqtdsqAwR/B4/HA5XIxPT2NnJwchIeHMyk8ErE560W85rFXnVOm/59ycibKZDIxD3lP1sXdDQ6HYyHBSnSgSZYpODgYGo0G6enpyMjI8PVy3QKz2YzW1lYsLCygsrLS7/pP3Dludf78edx000346U9/irvvvtunz7if//zn+OMf/4i///3vKC4uRl1dHb74xS8iIiIC3/jGN3y2Ll8jYEmZLQjC4XCc2lmxZz2NRiNT8xwcHPS5epU12KYSmzZtWhcqSQAwMTGBjo4OFBUVITExEQCYiG1ubo6JDjwx2kPS46vVlJ2B0WhEU1MTzGYzqqurA/pcsXWgJycn0dbWBrFYjOHhYUxNTTGNYs5EbP4As9nMNBX6IyFbw5Vxq4aGBlx//fX47ne/i69+9as+P1+1tbU4cOAA0/GdkZGBF154AXV1dT5dl68RUKTMVllyt0IXn8+3SKmSLtX6+npGLSk+Ph4RERFev5iJ3rNEIllXIydDQ0Po7++3qTzG9iJmm2aQxj1imhEXF+d0FEoiZfMqil6O5q9t6VivB5BRrpKSEsar29qPmJCBJwRkPAFrQg60zZOtcSt2VkMkEuG1117DgQMHEBISggMHDuDRRx/Fgw8+6HNCBoDt27fjj3/8I7q7u5GXl4fm5mZ89NFHePrpp329NJ8ioEgZ8I5kprV6FelSbWpqAofDYQjaG3KG9ppKBBJIXXxqagpVVVV2NT9Zm2ZIpVJGsIT0BcTGxjo0z8xlasqrjUTZ/Xar6lgHMiYmJtDZ2YkNGzYwo1zWfsRKpRIymYwRkGE7W/lj9EnG7vR6fUASsi2wm1v1ej26urrQ3t6Ov/zlL+DxeCgqKsLGjRuh1+v9YgLl0UcfxezsLAoKChi/gp/85Ce49dZbfb00nyKgSPn48eOYmJjA3r17ER0d7RWC4nK5TATAlpckcoaxsbGIj4/3SFOSs6YS/gxSa1WpVKiurnaqLs5u3NPr9YwYQ39/P4KDg+2evWUavWzIbDpqSOGojnWggMxWl5WVraijzuFwEBkZicjISCZis+4cJpsmf+iDMJlMjPpdRUXFuiBkawiFQpSWluJXv/oV9u3bh8suuwwRERG46667oFQqcfXVV+PJJ590i6Kcs3jxxRdx5MgR/Otf/0JxcTGamprwwAMPICkpCXfccYfP1uVrBBQpq1QqHDp0CPfffz927tyJgwcPYt++fYiNjfUaQbPlJZVKJaRSKdOU5C79Z3eaSvgTiBSoyWRCdXW1WyIooVBo0RfAnr1lR3O2shqrNXrBgfS1qzrW/gpSXnBktpotWEKMGohxRk9PD0JDQ5n7xBcKVmxCLi8vX5eETNDb24t9+/bh1ltvxS9+8QtwuVz8/ve/R1NTE44fPw6JROLT9X3zm9/EY489hltuuQUAUFpaiqGhITzxxBOXSDlQ8NnPfha33XYb+vr6cPToUfzzn//Egw8+iK1bt+LAgQPYv38/EhMTvXKjs6ODvLw8zM3NMelUvV5vof/sSNewJ00lfAmtVovGxkaIRCKP1VqtZ2+np6eXZTXYNU+yBrMLI1Hu1rH2B1AUhYGBAQwPD6OiosKlsTtrK1Cyaaqrq2OalrzlNEYsJc1m87pxsFoJg4OD2LdvH2688UaGkAH6ui4vL0d5ebmPV0irwS3bKPN4zDTNJxUBd1VyOBzk5OTg0UcfxSOPPILh4WEcPXoUx44dw6OPPopNmzZh//79OHDgAFJTU71G0OymJDL439/fj/b2dqa+Fhsbu+rO3JumEt4ESe0SKUZv1Fq5XC5iYmIQExPDdKmyN03R0dFQLagArDEStQorT01Noa2tDYWFhR7RsfYFKIpCb28vxsfHUVlZibCwMLe9t0AgQEJCAhISEphNk0wmQ3t7O0wmk4VgibsJk03I5eXl65qQR0ZGcM011+Caa67B008/7be9Dddddx1+8pOfIC0tDcXFxWhsbMRTTz2FL33pS75emk/BoTzt4u4lUBSF8fFxHDt2DEePHsXHH3+M8vJyHDhwAAcOHEBmZqZP0oqkvjY1NQWVSsWM9cTFxVmkb9mmEqWlpevmoUE0yNPS0pCVleXz1C5FUcym6Z2/nsI7vzmN/G1ZuP+5LyM2NpbZCHVd6MMju3+IuPQY/Ln9V8vex9s61t4AacCTyWSoqKjwmtgJRVHM+JtUKsXCwoLF+Jurm1MyogbA64Yt3sbExASuuuoq7Nq1C4cOHfLrLvj5+Xl85zvfwSuvvAKpVIqkpCTceuut+O53v+uXzYHewrohZTYoisLU1BReffVVHD16FB988AGKi4sZgvaVTq9Go8HU1BSkUinm5uaYsZ7g4GB0dHQwGsL+urN1FCSSzM/PR0pKiq+Xswwn/v4BnvnqXwEAj7x5NzR6DSNnODeixnf2/gJxaTH4c4clKRMd640bN/pMx9rdIK5IMzMzqKys9Kn8LBntkclkmJ2dRXh4uIXEpCP3rtFoRGNjI7hcLjZu3OjXJOUqpqamsHfvXlRXV+Pw4cPr+rOuZ6zLLSOHw0FCQgLuuecefOUrX8H09DReffVVHDt2DE888QRyc3Nx4MABXH/99V51tgkODkZGRoaFHvfo6CjUajVEIhFEIhF0Ol3A6nGzMTIygp6eHpSWliIuLs7Xy7EJ0n0NAJALsOPaKiZa62jtBkCXFObn55navj/qWLsKtuazKzaF7oL1aA85J/39/YzEZFxc3JqaAZ8kQpbL5bjuuutQVlaGv/3tb+v6s653rEtSZoPD4SA6Ohpf/vKX8aUvfQmzs7M4fvw4jh07hl//+tdITU3FgQMHcPDgQWzYsMFrUSp58Gm1WhQVFYGiKMZBSSwWW8h9BhJITXJsbAwVFRU+7/BcDRzu0gN9blplIcEabBDjP3gLZrMZ58+fR1BQELhcLgwGAyorK9dNAx6Z19XpdD7XfLYFoVCI5ORkJCcnM4IlbM0AttUhm4gMBgMaGxvB5/NRVla2rklqenoa1113HXJzc3HkyJF1nZ7/JOATdfaIAs7tt9+O22+/HfPz83jjjTdw9OhR7NmzB3Fxcdi/fz+uv/56VFZWeoygKYpCd3c3JiYmLIiLrcctlUoxMDCA4OBghqDZFof+COvOcX/fUBj1Rua/56dVFr/jLzbk8fkC7NixA01NTVCr1QCA+vp6Zj7dG13DngJpfjKZTAEhoMEecTObzYxgycWLFy2sDiUSCVpbWyEQCNY9ISuVSqap9cUXX/T7c3gJa+MTRcrWCAsLwy233IJbbrkFarUab7/9No4ePYr9+/cjIiIC+/fvx8GDB7F582a33dhrmUpY63ETuU9icRgfH+83etxsGI1GJuIKFAMGg26JlGdlcxa/Y3dft7S0AKBlAXk8HjOfzu4aJuNvgUIABoOBiTYDcTyIy+UiKioKUVFRyMvLY5r3hoaG0N7eznR66/X6dVEOsoW5uTnccMMNiImJwcsvv+x3WY5LcA6BdSd6EKGhobjxxhtx4403QqPR4MSJEzh69ChuvvlmiEQiXHfddbj++uuxdetWpx9gxFSCy+XaZSrB5/OZERJ26q6hocFCmN7XZgA6nY5JFVZVVQXMbt1oWCJlxdiMxe/I92nQ65maJDnvhAyIaQYpO7S1tdk9/uZLEH3uoKAgbNiwIWA2EiuBWB2KRCLIZDJERUUhJiYGcrkcPT09EIvFTB3a37NN9kKlUuGmm25CSEgIXn311YDYBF+CfbhEyjYQHByM/fv3Y//+/dDr9Xj//ffx8ssv4/Of/zw4HA727duH66+/Hjt27LB7d+qqqYR16o4IYzQ3NzN63HFxcV5Ppy4sLKChoQHh4eEBp/fMjpRlowqL3+m0usX/4mDjxo02Pxd7Pj03N5eJ1oaHh9HR0bHMh9gfoNPpUF9fj9DQUJSWlgbU+VoNZKNBRgq5XC7S09NhMBiYbNPQ0BAEAoGFs1Ugfv6FhQXcfPPN4PF4OH78+LrNBHxSsS5HojwFo9GIDz74AC+//DJeffVV6HQ67Nu3DwcOHMCnPvWpFecpPWkqQWprZBaaKFcRuU9PPnSIvGRiYqLPxsxcwb+feBUv/OQVAEBEbDj+MfA7APQG6q3/vIsjX/8vIhMkONz7G4ffW6PRML0BSqWSMc2Ii4vzWa1do9Ggvr4eEokERUVFAUlItqDX61FfX4+QkJBVNxomk4kRLJHJZDCbzRYqb4GQwtdqtfjMZz7DlNvWywTAJSzhEik7CZPJhI8//hgvv/wyXnnlFczPz2Pv3r04cOAArrjiCqZW/NxzzyEqKgqbNm3yuKkEUa4is9AGg4EhaHfXO+VyOVpaWgJaXvKdv57Es/cfZv79kvQQtAZaDpSj4uOpW/6MyPgIHO77rUvHYY/1TE9PM8173tR/XlhYQH19PWJiYtaVYQYh5NDQUIcyNWwvYqlUCq1Wa+FF7I9qejqdDp/97Gchl8vx7rvv+vVkwyU4j0uk7AaYzWacO3eOIWiZTIYrr7wSPB4Pb731Fo4cOYI9e/Z4dU0URWF+fp4haK1WyzQkxcbGuhQVEPeqoqIiJCYmunHV3oXRYMRfHvkX3vrzewCAH7z9MKb1MmRnZ8M8x8EDNd+BJC4Cf+93jZQtjslq3pPL5Rbp1MjISI+QpUqlQn19PRITE5Gbm7tuCJmk4sPCwlz2GSfKezKZDHNzcwgPD2fuFX+YItDr9bj99tsxMjKC9957D1FRUb5e0iV4CJdI2c0gBH333Xejr68PsbGxKCsrw8GDB7F3716fdE1TFAW1Ws0QtFqttmhIsrcuTlEUBgcHMTg4iLKysnXzYHjk8h+h61wvrv7mThy4ay+SkpIw2DaMb2z5jkVa291g9wZIpVIAYAjaeu7WWczNzaGhoQGpqal+IXPqLhBCDg8Pd3sqXqfTMSluhUKBkJAQu+1APQGj0YgvfelL6Orqwvvvv79uZF0vwTb8v4gSYJibm8Pjjz8OoVCInp4eKBQK/Oc//8FTTz2F++67D5/61Kdw4MABXHvttR6LjKzBttPLzs5mooLR0VF0dnYyDUlxcXErpu0oisLFixchlUpRVVXlVqMCXyMyma7LBRlFLGMJ71iBEtOMwsJCpjeAzN066zRGoFQq0djYiMzMTGRkZLj/A/gIWq0W9fX1iIiIQHFxsdvvIbaIjLUdKPFXJxsnT9fljUYjvvKVr6Cjo+MSIX9CcClSdjPuuusuTE5O4oUXXrBQfaIoCp2dnUyKu729Hbt27WI8oWNiYnymx00itdnZWURERDCz0KRj2GQyMTKMFRUV66rbc3BwEP958jg+OlyPnZ/egv/3t3sBAEPto7h/8+OIiAnDPwaf8eqaiGnG1NQUZDIZ1Gr1ikYmK2F6ehpNTU3Izc1FamqqF1btHWi1WtTV1SEyMhJFRUVevWfMZjNmZmaYKJpsnIizlbtH4EwmE772ta+htrYWp06dWjdOZJewOi6RspsxNzeH0NDQVVOPRIqSWE42NjZi27ZtjCd0QkKCTwhap9MxBD0zM4OwsDDExMRAJpMxs7rrRaCAoihGx5qS8vHrLx5CVlk6fv3xDwEskXJ4dBj+OeRdUrbGwsICc17m5uYQERHBELStDZJMJkNraysKCgrW1YOcEHJUVJRXNettgfRskEYxtVrt1hE4s9mMBx54ACdPnsTJkyeRlpbmppU7jrGxMTz66KN46623oNFokJeXh+eeew6VlZU+W9N6xiVS9jEoisLQ0BBD0OfPn8fmzZsZT+iUlBSfPHz0ej3GxsYwMDAAk8kEsVjMRNCBrvtsNpvR2dmJ6elpVFRUYHZiHvdufBRCkQD/nvwTeHwehjtG8fVNjyMsSowjw7/39ZIZaLVahghmZmYYnXQyaiWVStHW1oaSkhLEx8f7erluAxnnio6O9svucZJxkslkUCqVzHmJjY11WLDEbDbjkUcewRtvvIFTp04hMzPTgytfHTMzMygvL8fu3btx7733Ii4uDn19fcjIyEB2drbP1rWecYmU/QgURWFsbAzHjh3DsWPHGE/ogwcP4sCBA8jIyPDaw2h+fh6NjY2IiYlBTk4OU1eTy+U+GelxF0gqXq1Wo6KiAiKRCGazGbcl3wvNvBa/OftjZJSkYrhzDF+v/jbCokJxZPhZXy/bJohOukwmg1wuB5/Ph8FgQE5ODtLT0wPqvKwGjUaDurq6gBnn0uv1kMvlzHkJCgpiRq3WEiwxm814/PHHcfToUZw8eRK5ubleXPlyPPbYY/j444/x4Ycf+nQdnyRcImU/BfGEfuWVV3Ds2DHGE5oQtCdHW4jYSXp6OjIzMy2OYzKZIJfLMTU1BblcDqFQyBD0WlZ6vgYxuzebzSgvL7eoAT6+9wm0fXgRX//Dl3HF53di5OI4vlb1LYgjQ/H8iH+SMhtDQ0Po7e2FRCLB3NwcuFyuz1Te3AkyXx0bG4v8/Hy/vr5sgQiWkCgagIVgCbvMRVEUfvCDH+Cf//wnTp48iYKCAl8tm0FRURGuuuoqjI6O4oMPPkBycjLuu+8+3HXXXb5e2rrFJVIOAFAUBYVCgf/+9784evQo3nvvPeTl5TGWk+6sr01NTaGtrQ35+flISUlZ9bXkgUMakthSoN7qLLcXRIZRKBRiw4YNy7qZ//b4v/Hqb97C3rsuxz2/vh2jXeP4auW3ECoJwb9G/+CjVduHwcFBDAwMoLy8HBKJhGlIInVoolxFVN4CRet6YWEBdXV1iI+PD0jFOGsQwRJyXnQ6HQYHB6FWq3HjjTfi73//Ow4dOoT3338fJSUlvl4ugCWL2Yceegif/vSncf78eTzwwAP405/+hNtvv93Hq1ufuETKAQaKoqBUKvHaa6/h6NGjePfdd5Gens4QtCt6xsPDw+jt7UVpaanDoxeECAhBUxTFELQ3RkdWg0ajQUNDA8LCwlZUffro6Dn88o5nkVORiV+d/j5Guyfw1YrH/JqUKYpCf38/RkZGUFFRYVNy0ZZyVSCYZqjVatTX1yMhIWFdCZ4QEO2Af/3rX/jTn/6E7u5uBAUF4b777sO9997rN/VaoVCIqqoqnDlzhvnZ/fffjwsXLqC2ttaHK1u/uDSnHGDgcDiIjIxkPKHn5uYYT+grr7wS8fHxjCd0RUWFXWRIusHHxsZQWVmJiIgIh9fF5XIRHR2N6OhoUBTFRGodHR0wmUw+i9RUKhUaGhqYWeCVHu551fRDcKBlGLoF3dIv/HTLyu4er6qqWrH5jniISyQS5OTkMDPq/myaoVarUVdXh6SkJOTk5Kw7QgaWtAPuuusuaLVaPPvss7jtttvQ1NSEwsJC5Ofn45ZbbsHjjz/u03UmJiaiqKjI4meFhYU4evSoj1a0/nGJlAMc4eHhuPXWW3HrrbdCrVbjrbfewtGjR3HddddBIpEwntCbNm2ySYZmsxnt7e1QKpWorq52i6Qgh8NZZm84NTWF7u5u6PV6xMTEID4+3uMmAMQwIyUlZU0jkNjUaEQlSjA9oURvwwAk8RIANPn5G4iQi1wuR3V19TJP7pXAFpHJyspiOoYnJyfR1dXlF9KSRBI0OTnZ7eYt/gaKovCnP/0JP/vZz/D2229jy5YtAOixyrfeegvDw8M+XiGwbds2dHV1Wfysu7s7YPXuAwGX0tfrFBqNBu+++y6OHTuG1157DcHBwbjuuutw8OBBxhN6ZmYGP/vZz3Dw4EFUVFR4XISfLYohlUqh0WgQHR2N+Ph4t4svKBQKNDc3O2SY8fPPPYMzr17A53/waWw9UIV7Nz6K4DAR/j3xJ7ety1WYzWZ0dHRAqVSisrLSbUIuer2eaUYi0pLe7rAnhJySkrKuJEFtgaIo/O1vf8O3v/1tvPHGG9ixY4evl2QTFy5cwNatW/GDH/wAN998M86fP4+77roLhw4dwmc/+1lfL29d4hIpfwKg1+vxv//9D8eOHcN///tfcDgc7NmzB7W1tYiKisLrr7/uE9lM4j8slUqhUqkQFRWF+Ph4h/S4bYE0qxUWFjoknvHf372Nv37rBdTsr8IdP7oZ95Q9ApFYhBcn/YOUzWYzWltboVarUVlZ6bFNlC3TDELQEonEI2Q5Pz+P+vp6xt50PYOiKBw5cgQPP/wwjh8/jt27d/t6Savi9ddfx7e+9S309PQgMzMTDz300KXuaw/iEil/wmAwGPD888/j/vvvR0REBLRaLa655hocOHAAu3fv9pllnbVqlUQiYQjakVrn6Ogouru7nWpWa3yvFd8/8CRS8pPwf/95APdseASi0CC8OHXI0Y/jdphMJrS0tECn06GiosJrymq2RnpIittdft2EkNPS0pCVleXy+/kzKIrCSy+9hK9//es4duyY193jLsH/camm/AlDY2MjvvnNb+Lee+/Fj3/8Y5w5cwYvv/wyvvGNb2B+fp4h6CuuuMKrGtchISHIyMhARkYGtFrtslonURNbbU3s0aDIyEiH15CSR0fVk/1TMBnNTn8Wd4M9X11ZWenVjmkej8fM1ZrNZiiVSshkMreZZhAXKzITv97xyiuv4Otf/zpefPHFS4R8CTZxKVL+BEGn0yE/Px8PPfQQ7r//fovfmc1mnD17Fi+//DJeffVVyGQyXHXVVTh48CCuuuoqnzX+EBu9qakpRlaSEDRZE7sTuby83OZokD0wm824JeEr0C3o8Y1Dd+E3d/8ZkQkSHO79jTs/kkMwGAxobGwEj8dDWVmZRxvjHAHRfibZDY1Gw5hm2Ft+mJubQ319/bpzsVoJr732Gr70pS/h+eefx8GDB329nEvwU1wi5U8YlEolJBLJqq8xm82or69nHK3GxsZwxRVXWHhC+wJEVnJqagoKhQKhoaGIjY2FSqXC3NwcKisrXd48PLjtu+hvHkLV1WWoe7sZ5VeU4vuvPuymT+AYiOBJUFAQNmzY4NeiH2TUSiaTMeUHQtC2shuzs7NoaGhAVlbWJ6KT96233sIdd9yBv/3tb/j0pz/t6+X4BUwmE3g8HlQqFXg83rpyn3MFl0j5ElaF2WxGS0sLY5jR19eHyy+/nPGE9lTjz1owGo2QSqXo7e2FTqdDcHAwE0G7YkT/qy/+Aaf/c5b59w0PXYs7fnizu5ZtN7RaLRoaGiAWi1cUPPFXrGWaQUbVsrOzfep+5C289957uPXWW3Ho0CHceuut67qr3F4QQm5ra8MPf/hDfO5zn8MVV1xh93jfesYlUr4Eu8H2hD527Bg6Ojpw2WWX4cCBA173hGbXWTds2MDMQhNjhri4OMTHxzusx330qTfwj+++xPz7u8ceQuWeMk98hBVBHJEkEgmKiooCipCtQbIbUqkUCoUCQqEQOp0Oqamp60I6cy2cPn0an/70p/G73/0Od9xxx7r/vPaAoihwOBx0dnZi+/bt+PSnP41vfOMbKCws9PXS/AKXSPkSnAJRASME3dTUhO3btzOe0PHx8R57AK2mY202mxlHK5lMBg6HwxD0Wg49ANBd14dvXvZD5t8vTPwRIWHeS6up1WpGgSwQHJEcgVwuR3NzM8RiMRYWFhit9NjY2IA2zVgJH3/8MW688UY8+eSTuOuuu9bVuXQVs7OzuOKKK7Bz50786le/Yoi6ra0NYrH4E9FjsBIukfIluAyKojA4OMikuC9cuIAtW7YwntDJyclueyDZo2NNYG3MQFGUhdynrb81m824f9PjGLk4jqKaPDxxwnsyh0Q8IzExcd3pPc/MzKCxsRF5eXlISUlZN6YZK+H8+fM4cOAAfvKTn+CrX/3qujqX7oBMJsPBgwfx6KOPYv/+/fjLX/6Ct956i3Gi+vnPf46rr77a18v0CS6R8iX8//bOPCzKsvvjn0FERBEFBFHEMnFfEDSlNNEUd8Cl3tyxyMwlTUstcyvNyrXcMut1iUwzxFSURAEVeS2QwK1QRAUVhl1A1pm5f3/wmydxKVeG5f5cl5f6PDPPnMFxvs8597nP94kihODatWuKJ3R4eDjOzs6K5eTj+Pw+6Bzr+8WVlZWliIBGoyk17vN2EUiKV/N7wB+84NWZ+o2tHinWh0W/NcjBweEuu8yKTkZGBtHR0bRo0YJGjRrddf5e7km3b7Uqr6YZ9yMqKorBgwczb9483n333Ur1b/mo6DNhPdeuXWPgwIE4Ojry119/YWdnh7OzM926dWPFihV07dqVzz77zIARGw4pypKnhhCC5OTkUp7Q7dq1UwT6YcwGHmaO9YPElZ2dTUpKCmq1WhEB/bjPst52lJmZSXR0dKXsRNaPO23ZsuUDTVfTj2LVLz/oJ73ps2hDDbd5UE6fPs2AAQOYNWsWs2fPloJMSf+HsbExhYWF5ObmKlWRqKgofH19yc/PZ+bMmdjb22Nqasprr71G06ZN+fTTTw0dukGQovyAXLlyhU8++YTg4GCSk5Np2LAho0ePZu7cuaX2ZCYkJDB58mSCg4OpWbMmI0eOZPny5WU2gam8crsn9M8//0xwcDAtWrTA09MTT0/Pf8x8H2WO9cPEpRcBtVqt7LfVTxN72lma/r3py7qViYcV5HuhN81ISUnh5s2bimmGjY1NuevUPX/+PP3792fq1KnMmzdPCjJ/d1lnZGQwdOhQ8vPzuXr1Kq+++iqvv/46Tk5OpR6/detWpk2bxp49e3BzczNIzIamfEwiqAD89ddf6HQ6Nm7cSLNmzTh79ixvvvkmt27dYvny5UDJB3DgwIHUr1+fsLAw0tPTGTduHEII1qxZY+B3YFhUKhXW1ta88cYbvP7662RlZbF37178/PxYvnw5zzzzjGI5efta8e7duzE1NcXJyemRv9j/LS5zc3PMzc157rnn7rI21A/EsLGxeeI3VqmpqZw5c+axRKu8kpaWxunTp2nVqhV2dnaPfJ2aNWvSpEkTmjRpogyS0W+Fq1WrlvJvU7t2bYOKYGxsLIMGDWLChAlSkG+jWrVq5OXl4erqSvv27Vm6dCm///47b7zxBmZmZrRp04bq1avz66+/sn//fnbu3Mn69eurrCCDzJQfi2XLlrFhwwbi4+OBkgEBgwYNIjExUfmS3bFjB97e3qSkpBhs6EZ5Jzs7m/379+Pn50dgYCB2dnZ4eHigUqlYv349vr6+9O/fv8zj0mdparW61EAMGxubx/YeTk5O5ty5c7Rt2xZbW9snFHH5QH+z0bp1axo0aPBUXqO4uFgxzdBvtdKXuMt673xcXBz9+/dn5MiRfP7555Wui/xR0a8j//e//2Xz5s0cP34cgJEjR3LhwgUCAgKwtbWluLiYGzdusHz5cgYOHFhlG7z0yEz5Mbh58yaWlpbK3//3v//Rtm3bUllP3759KSws5NSpU+XeDcZQ1KlTh5EjRzJy5Ehyc3M5ePAgixcv5vz587Rr147Q0FDq1atH586dy7Qr9/YsTT8QQ+8LrS+j2traPvQkouvXrxMbG0v79u0f2jSjvKMX5DZt2jzVm43q1atjZ2eHnZ1dKdOMmJgYVCqVItCWlpZPVSSvXLnCoEGDGDZsmBTkO9DfGOXn5ysNfh4eHiQkJHDgwAFsbW2Jiori7NmzjB07luXLl5f7noGyQIryI3Lp0iXWrFnDihUrlGPJycl3fRHVq1cPExMTkpOTyzrECkmtWrWIiIggOTmZY8eOoVar2b17N8OGDcPMzAwPDw+8vLxwdXUt04YsU1NTGjduTOPGjRXvYX0Z9faJVbVr1/7H6yQmJnLx4kWcnJxK3dBVBlJSUjhz5kyZZ//3Ms1ISUnh/PnzaLVapZPbysrqiX5mEhMTGTBgAAMGDGD16tVSkCndZa3/s5GRESdPnuSVV14hMTERf39/JXEJCgoiOjqaAQMGYG1tbcjQyw1V/lO0cOFCVCrVP/6KjIws9ZwbN27Qr18/XnnlFXx8fEqdu1fZ7M7tAJL78/HHH/PTTz8RFhaGq6srXl5ebNu2jaSkJL755huKiooYNWoUjo6OvPPOOwQHB1NcXFymMZqYmGBvb4+zszM9evTAwcGB7OxsfvvtN8LDw4mLiyMnJ4c7V4YuX75MXFwczs7OlU6Q1Wo1Z86coV27dgYtxxsZGWFpaUnLli3p3r07zs7O1KxZk0uXLnH06FH++OMPrl+/TlFR0WO9TlJSEgMHDuTll19m3bp15UqQly5dikqlYvr06WX6uhqNRvmey83NVf789ttv06xZM/z8/Pjuu+8UN7BDhw6xfPly+vfvLwX5Nqr8mnJaWhppaWn/+JhnnnlGWUO8ceMGPXv2pEuXLmzZsqXUf8b58+fzyy+/EBMToxzLzMzE0tKS4OBgWb5+AK5du4ZKpbrnflY9xcXFHD16VHG0Ki4uZvDgwXh6euLm5mawEphGo1HWOdPS0jAxMVEy6NTUVK5fv46zs3Ol6y1Qq9WcO3fukTysyxJ9E19KSgo5OTmP3COgVqvp378/zz//PJs3by5Xg04iIiJ49dVXqVOnDj179mT16tVl8rq3Jx6jRo0iNjYWJycnPDw88PDw4OTJk0ydOpXLly8zZMgQCgoK+PXXX5kxYwZz5swpkxgrClVelB+G69ev07NnT1xcXPD19b3rP6O+0evatWtKx+nOnTsZN26cbPR6Smg0GsLCwhSBzs3NZcCAAXh5efHyyy8bzHlGq9WSnp6OWq1GrVYjhKBBgwbY29sbzMTjaZCcnKys/ZdnQb4TvWd3SkoKWVlZmJublzLNuB+pqakMHDiQtm3b4uvrW26sNKEkO3V2dmb9+vUsXrwYJyenMhNlPSNGjFDK+gcOHEClUjF27FjefPNNsrOz+eyzz7h48SJNmjSha9euDB8+vEzjqwhIUX5Abty4oZQqt23bVkqQ9R2mWq0WJycnbG1tWbZsGRkZGXh7e+Pl5VXlt0SVBVqttpQndHp6uuIJ7e7uXuae0HoDj7S0NJ577jllapW+EcnW1rZCz3xOSkrizz//pH379hW6/FhUVERaWhpqtZqMjAxq1qypNIrd7jiWkZHBgAEDaNasGTt37ix3k8bGjRuHpaUlq1atws3NrUxEWb8PWY+Pjw+zZs2iefPmxMfH8+mnn3LmzBnGjBnDlClTgJJRthX1M18WSFF+QLZs2cL48ePvee72H2FCQgKTJk26a3iI7CosW3Q6HZGRkYon9I0bN+jTpw9eXl7069fvqVctdDod586dU3ye9eXR2xuR7jXzuaJ8WekFuUOHDlhZlc0o0rJAo9EohiZpaWn4+voihKB///589dVXNGzYED8/v3I3DGjHjh0sWbKEiIgITE1Ny0SUbxfkbdu2YWpqynfffccPP/yg3KRdvnyZpUuXcu7cOTw9PZk1a9ZTi6eyIEVZUunR6XTExMQohhnx8fH07t1b8YR+WHvHB3m9M2fOkJeXh7Oz831vyG6f+axWqykuLlYE2traulytVd7OjRs3+OuvvyqdIN+JTqcjICCAH3/8kZCQEPLz83nttdd45ZVX6NOnz2PvVX9SJCYm0qlTJw4dOkSHDiU2o09blG9fQ+7bty+nT5+mqKiIzMxM5s+fz8KFC0vFt3jxYkJCQtiyZQsvvPDCU4mpsiBFWVKlEEJw/vx5xXLyzz//pGfPnoontJWV1WMJtFarJSYmhuLiYjp27PjAGZUQgpycHEWgCwoKlK089evXLzdrl/o91pVxS9e9yM3NZejQoZiYmDB37lwOHDiAv78/KSkpTJgwgZUrVxo6RPbs2cOQIUNK3cRptVplO1JhYeETvcG7XZDPnz/PtGnT2L59O9evX2f79u3s3buXMWPGMHfu3w5rCQkJxMTEMHjw4CcWR2VFirKkyiKE4OLFi4pAx8TE0L17dzw9PRk8ePBDe0JrNBqio6MRQuDk5PTIa45CCG7duoVarSYlJYVbt25hZWWlCLShSqfXrl3jwoULVUaQ8/LyGDZsGAABAQHKHnQhBKdPn0atVuPu7m7IEAHIycnh6tWrpY6NHz+eli1bMnv2bNq2bftUXvfdd98lKiqKtm3bsnbtWlQqFYmJiWzatIldu3bx2muvsWDBgqfy2pUZKcqViCVLlhAQEEB0dDQmJiZkZWXd9RhpmHFvhBBcvnxZKXFHRkbStWtXxTCjYcOG/yjQxcXF/PHHH1SrVg0nJ6cnmpnk5eUpAp2Tk0O9evWUTuGy6lXQDz3p2LEj9erVK5PXNCT5+fn85z//IS8vj8DAwAq3c+Jpl69zc3NZtmwZGzduxMnJicDAQOXcjRs3+Pbbb/nxxx9xd3fnyy+/fCoxVFYqRleJ5IEoKirilVde4e23377neb1hxq1btwgLC2PHjh34+fkxc+bMMo60/KFSqWjatCnvv/8+4eHhXLp0iWHDhrFv3z5atWrFyy+/zJdffsnVq1fvGgqSk5NDZGQkJiYmT1yQAczMzHj22Wfp0qULL774ItbW1iQnJ3P8+HEiIiK4evUq+fn5T/Q1bycxMVEZelIVBLmwsJDRo0eTnZ3NgQMHKpwgPw3u/MzXrl2biRMnMnv2bIKDg/nwww+Vcw0bNmTChAl4eHhU6K58QyEz5UrIli1bmD59+l2ZsjTMeHiEECQlJSme0MeOHaN9+/aKJ7SRkREDBw5k5syZvP7662XaPV1YWKh0cWdmZip7bW1tbZ+YrWFCQgKXLl2iY8eO1K1b94lcszxTVFTE2LFjSUxM5MiRI1WiTP9v3L6FKTMzk2rVqinfFSkpKfz4448sWrQIHx8fvvjiC+V5ubm5/zp2VnI35aN7RFImSMOMh0elUtGwYUMmT57MpEmTSEtLY8+ePfj5+fHxxx9Tu3Zt2rZtS5cuXcp8IEiNGjVKzePW2xpeunRJsTW0tbWlVq1ajxTb1atXiY+Px9nZGQsLi6fwDsoXxcXF+Pj4cPnyZUJCQqQgU1qQP/30Uw4ePEhxcTH29vb4+vpiY2PDqFGjMDY2ZtGiRRQXF7Nq1SoAKciPiBTlKoQ0zHg89EM/3nzzTbp3706vXr1o06YNNWrUoEePHjRt2lTxhG7Tpk2ZZs0mJiY0atSIRo0albI1vHLlCqamptja2mJjY4O5ufkDCfSVK1e4fPlylRFkjUbDxIkTOX/+PCEhIbLs+v/oP8OzZs3ihx9+YP78+VhaWjJjxgxeeuklfvnlF+zs7BgxYgTVq1dn4sSJtG/f/r4zHST/jlxTLuc8imHGPyENMx6f06dP06NHD7y9vTl06BD79+9HrVYzd+5cLly4QK9evXBycmLevHlERUWh0+nKND69rWGHDh1wc3OjWbNm5OfnExkZSVhYGBcuXCArK+uudUI9ly9f5sqVK7i4uFQJQdZqtUydOpVTp05x+PDhSudv/bjs37+fwMBAfv75Z9566y2gxAM9KSmJF198kWvXrmFpacmwYcM4fPiwFOTHRGbK5ZwpU6bw2muv/eNjnnnmmQe6VoMGDfjtt99KHcvMzKS4uFh+ET0EFy9eZNq0aaWaWywsLBg1ahSjRo0iNzeXAwcO4Ofnx4ABA7C0tFQsJ8vaE7patWrY2tpia2tbyndY3ymu7+KuW7cuRkZGxMfHk5CQgIuLC+bm5mUWp6HQ6XS8++67hIWFERISUmppp6pye8laCEG9evUYPnw4rq6u7N+/n7fffptVq1bRqVMnevTowYABA/Dz88PR0ZFevXoZOPqKj2z0qoT8W6OXNMwoO/Ly8vj111/ZvXs3+/fvp1atWqU8oQ01tUun05GZmYlarSY1NRUhBKampuTl5VWZDFmn0zFr1iwOHDhASEiIYikoKWHx4sWkp6ezatUqrl27ho2NDf3796d79+4sXLiQmzdv0r9/f2JiYvD09GT79u2GDrlSIMvXlYiEhASio6NJSEhAq9USHR1NdHQ0ubm5ALi7u9O6dWvGjBnDH3/8wZEjR3jvvfd48803pSA/JczMzBgyZAjff/89SUlJfP311xQUFDBixAgcHR2ZNm0aISEhZe4JbWRkhJWVFa1bt6Z79+5YW1tz69YtqlWrRlRUFGfPniUlJQWtVlumcZUVOp2OuXPnsnfvXg4fPiwFmRJrSz1hYWFs27aN/v37A2Bvb09aWhpXrlyhe/fuQMk6vL29PWFhYVKQnyAyU65EeHt7s3Xr1ruOh4SE4ObmBkjDjPJCcXExoaGhiqOVVqtl0KBBeHl54ebmVmbDXIQQXLp0ievXr+Pi4kKtWrXIzs5WhpUUFRUp4z6tra3LzbjPx0EIwaJFi/j+++8JCQmhZcuWhg7J4AQGBrJ48WLCwsI4ceIEu3btwsjIiJUrVyrGEzqdjq5du6LVapk1axZr166lWrVqhIaGGjr8SoUUZYnEwOg9oXft2sWePXvIy8tjwIABeHp60rt376dmfCCEIC4ujhs3btCpU6e7rC2FEOTm5ioCnZ+fX2rcZ3mzLnwQhBAsXbqUb775hpCQENq0aWPokAzO8ePH6d27N3PnzmXWrFn06tWL6OhoevXqxf79+4GSz6ixsTEnTpxg9uzZZGdn07hxY/bt21dhnM0qClKUHxOtVosQolJkEBLDo9Vq+d///qdk0BkZGfTr1w8vLy/69OnzxDyh9XO/k5OTlQz538jNzVWGleTm5mJpaak0ilWEMa1CCFasWMFXX33FkSNHFEelqsxvv/3GSy+9xKJFi5gzZw5QUk2bOHEi8fHxzJkzB29v71LP0el0JCUlYWdnJwX5KSBF+RHIyckhIiLiroYYubVI8iTR6XREREQontBJSUm4u7vj6elJ//79H7k7WgjBhQsXUKvVdOrU6ZGmf+Xl5SkCnZ2dTd26dbG1taV+/frlxtLwdoQQfPXVVyxbtoxDhw7RqVMnQ4dkcC5fvky7du0YP348a9asUY6vWbOG6Ohorl+/rgxUGTFiBFDaQ1nydJCi/BDoRTcgIIDx48eTlpZGq1at8PHx4fXXX8fCwkIKs+SpoNPpiI6OVgwzrly5Qu/evfHw8HgoT2ghBLGxsaSmpuLi4vJExnEWFBQoAp2VlUWdOnWUYSU1a9Z87Os/LkIINm7cyMcff0xgYCBdu3Y1dEjlghMnTuDj40Pnzp2ZN28ejo6OzJkzh02bNhEdHY1Op2PSpEnk5+fzxhtvMGrUKEOHXCWQovwIfPzxx4SGhvLhhx9y6dIlNm3ahLm5OZs2baJZs2aGDq9cs379epYtW0ZSUhJt2rRh9erVSjen5MEQQnDu3DnFcjI2NraUJ7SlpeV9h8ToBblTp05PRTALCwuVcZ8ZGRnUrl1bEegnVXp/GIQQbN68mblz5xIQEEC3bt3KPIbyzLFjx5g/fz729vbUrl2bffv2sWPHDuX/5JUrV5gxYwZxcXEsWrSIIUOGGDjiyo8U5YckMzMTHx8fqlevzo4dOwCIj4+na9eu+Pj4sHjxYmWd5fZN+JKSPdFjxoxh/fr1vPjii2zcuJFvv/2W8+fP4+DgYOjwKiT6UrQ+g9Z7Qnt5eTF48GBsbGxQqVRotVq+/fZbWrVqRefOncskgy0uLiY1NRW1Wk1GRgY1a9ZUBLp27dpPvaIkhOD777/n/fffZ9++fcoOBElpTpw4wZw5c4iIiGDt2rX4+PgghECn01GtWjWuXr3KZ599xmeffVYl9q8bGinKD4i+LB0UFMSiRYsYPXo0EydOBEr293l6eqLT6QgODr7ruVKcS+jSpQvOzs5s2LBBOdaqVSu8vLxYunSpASOrHAghiI+Px8/PD39/fyIjI3F1dWXw4MEcO3aMU6dOceLECYNMb9NoNKSlpaFWq0lLS6NGjRqKQNepU+eJC7QQgp07d/LOO+/g7+9Pnz59nuj1KxuRkZG89957WFpaMm/ePDp27IgQAq1Wi7GxsVyWK0OkUjwg+g9kZGQkarWaRo0aKeeCg4O5cOECTk5OAJw5c4bPP/8cX19fCgsL7xLksp6FXB4oKiri1KlTuLu7lzru7u5OeHi4gaKqXKhUKp577jlmzZqleEJ7enqyYsUKjh49SrNmzdi5c+c9PaGfNsbGxjRo0ECZx928eXMKCgqIiooiLCyM2NhYMjMzn1hc/v7+TJ06lZ07dxpckJcuXUrnzp0Va00vLy9iY2MNGtOddOrUiRUrVpCdnc38+fOJjIxEpVIpu0qkIJcdUpQfguzsbE6dOsXNmzcZPXo0jo6OjBgxgkmTJlGjRg1mzZrFhg0bGDhwIPv27WPx4sU4ODiwZ8+eUte5fa5sZZ2YdCdpaWlotdq7sjRbW1vpUPUUUKlUNGrUiDNnzmBhYUFwcDCvvvoqhw4don379vTo0YMVK1YQFxdX5gKtn7ndrl07evToQcuWLdFoNMTExHDs2DH+/PNP0tPTH/nmdd++fbz11lv88MMPDBw48AlH//AcPXqUyZMnc/LkSYKCgtBoNLi7u5eaoFUecHFxYcWKFWi1WqZPn86pU6cMHVKVRJavHwB96SYkJIR58+YxbNgw3nrrLXbt2kVoaCgODg74+PhQUFBAixYt+OKLL/D29sba2pr33nuP48ePs2fPHuzs7PD19cXBwYEXXnihSu1tvnHjBo0aNSI8PBxXV1fl+JIlS/j+++/566+/DBhd5eStt97i2LFjBAcHK7POhRCkpqYqntAhISG0atUKT09PvLy8aNGihcGyIv08bn0ntxCC+vXrY2Njg5WV1QMtAR08eJCxY8eyZcsWXnnllTKI+uFJTU3FxsaGo0eP8tJLLxk6nLuIiYlh8eLFfPnll9KgwwBIUX4A9KL82WefceDAAVauXHnPfY7Tpk0jNDSUmJgY5VhsbCxt27blr7/+4rnnnsPNzY1bt27Rp08fzp49S79+/fDx8cHY2LhUg5gQolLtBywqKsLMzIxdu3aV6uCcNm0a0dHRHD161IDRVU7CwsJo1qwZDRo0uOd5IQSZmZn88ssv+Pn5cfjwYZo2bYqnpydDhgyhdevWBuuFEEKQlZWlCLRGo8Ha2hpbW1usrKzu+X/jyJEjjBgxgm+++YaRI0caIOoHIy4uDkdHR86cOUPbtm0NHc49KSoqqhADYSojsnz9AKhUKvLy8ggPD8fY2BhnZ2egZCO9VqtVymyHDh1SBKeoqAgo2VLg6OhIYmIi8fHxXL16lZSUFMzNzenevTuRkZGYmJhgZGREYmIi6enpGBkZVSpBBjAxMcHFxYWgoKBSx4OCgnjhhRcMFFXlplu3bvcVZCj5XFtaWjJ+/HjFE/rDDz8kNjYWNzc3OnbsyIIFC/jjjz/KvA9CpVJRr149WrRoQbdu3XB2dsbU1JSLFy8qN74RERFkZGQAJVt7Ro4cybp165RBF+URIQQzZsygW7du5VaQASnIBqTq1E8fEzMzM77++msSEhIwMjJStgvo0Wg0FBYWKmum+tJ0eHg4NjY2ODo6sn//foyMjFi2bBnDhw9XnqtWq9m0aROHDh3i4sWLWFpaMmvWLMaMGVOpurZnzJjBmDFj6NSpE66urnzzzTfKSD+J4bGwsGD06NGMHj2anJwcDhw4wO7du+nXrx/W1talPKHL8nOpUqmwsLDAwsKCZs2aKeM+P/roIw4ePIiTkxMXLlzgk08+YezYseW6KWnKlCmcPn2asLAwQ4ciKafI8vUTQqPR8O677/L7779z/PhxTExMuHbtGr1796Zv3758+eWXDBkyBDMzM1avXk39+vWVrVLDhg1Dq9Xi7e2Ni4sLO3bswN/fny+++KLSDTtYv349X3zxBUlJSbRt25ZVq1aVy3U1yd/k5eURGBioeEKbm5vj4eGBp6enQT2hAXbt2sWKFSvIysoiKSmJnj17MmzYMLy8vAyy9eufmDp1Knv27OHYsWPSKlJyX6QoP0EiIyPx9vamdu3adOjQgcOHD2NpaUlgYCBZWVkMGzaMUaNG8f7775d6jpubG127dmXevHn06NEDAA8PDxo3bsy6dese6LU1Gg3VqlUr11mCpOJTUFBAUFAQu3fvZu/evZiYmDBo0CCGDBnCiy++WKbOUVFRUQwePJj58+czffp0rly5wu7du/Hz8yMjI6PcNA8KIZg6dSr+/v6Ehobi6Oho6JAk5ZjKUxs1MEIIOnXqRGhoKEOGDCE9PZ158+bx888/Y2Vlhb+/P+bm5kqDmEajASA0NBQTExOaNWvGqFGjsLKy4rXXXgMgJSWFgoKC+77mrVu3SEpKAkrK5VKQJU8bU1NTBg8ezObNm0lOTmbr1q2oVCrGjx9Ps2bNmDRpEkFBQUpPxdPi9OnTeHh4MGfOHKZPn45KpeLZZ59l5syZhIeHExUV9VRf/2GYPHkyvr6+bN++HXNzc5KTk0lOTiY/P9/QoUnKITJTfoL809QbDw8PioqK2LZtGzY2Noo/6fjx40lNTWX//v0UFBQQHh7Orl27OHbsGF27duW7776753V3797Nli1biI+PJysri+HDhzNjxoy7xlVqtVpUKlWlWpuWlD80Gg3Hjx9n165d/PLLL+Tl5TFw4EC8vLzo1avXE3WOOn/+PP369eOdd95h3rx55f5m9H7xbd68+S5bRIkEIXmi6HQ6odFohE6nK3U8Ly9PnD179q7Hb9iwQdjb24uoqKhSx4uLi0V6eroQQgitVlvqXEBAgLC0tBSDBw8WISEhYufOncLLy0vMnj1bFBcX/2Nskr85evSoGDRokLCzsxOA8Pf3L3Vep9OJBQsWCDs7O2Fqaip69Ohxz39DSWk0Go04duyYmDZtmnBwcBB16tQRr776qti+fbtITU0Vt27deuRfp06dEjY2NmLu3Lny8yyplMhM2cDk5OQwevRo6tatyzvvvMOzzz5LRkYGdnZ293TVycvLw93dHTs7O3bs2KE02SQkJCgZhEaj4fLly2zdupXMzExeffVVZa1a8jcHDx7kxIkTODs7M2zYMPz9/fHy8lLOf/755yxZsoQtW7bQvHlzFi9ezLFjx4iNjX1kL+Oqhk6n4/fff1fmcScnJyue0P369Xuon2NcXBz9+vVj1KhRfP7557L6I6mcGPquoCqjv9OPiooSAwcOFGZmZqJt27bCx8dH7Nu3757PUavVokaNGiIkJOS+1/vvf/8rHB0dRZcuXcSIESOEtbW1mDJlyn0zC41Gc1c2XtXgjkxZp9OJBg0aiM8++0w5VlBQICwsLMTXX39tgAgrPlqtVkRGRooPPvhAtGjRQpiamopBgwaJTZs2ievXr4vc3Nz7Zshnz54VjRs3Fu+8806V/6xKKjdSlMsRWq1WHDp0SAQGBoqsrCwhxN9Cq/89IiJC1KhRQ1y5ckV5nk6nU76ocnNzhbW1tXj//ffFtWvXhBBCHDx4UDRo0EAEBAQoz8nJyZGl2Nu4U5QvXbokgLuWFTw8PMTYsWPLOLrKh06nE6dPnxbz588Xbdu2FSYmJqJv375iw4YNIiEhoZRA//nnn6JJkyZi4sSJUpAllR5Z/ykH6CeDGRkZ0adPH/r27av4luqbRPS/16pVi8aNG/PTTz8BfzeX6Ut5AQEB5OfnM3v2bMXJql+/fhgbGxMfHw/A3r17efXVV/H09KR27dqMHTuW69ev3xWXftznv/Ggj6tI6E0ypIHG00GlUtGuXTsWLVrE6dOnFR/oTZs28dxzz+Hh4cF3333H6dOnGTRoEL1792bt2rWyZC2p9MhPeDmgWrVqytrwv4lbq1at+M9//oO/vz8BAQFkZWXx119/KY4zISEhdOzYESsrK4qLi4GS9WZ7e3tyc3NRq9WMGzcOU1NTfvjhB3799VcuXLjAxo0b0el0pcYpGhkZKTcD/+RmdfvjHuQ9VCTu7JwV0lf2iaNSqWjZsiVz584lMjKSP//8E3d3d3x9fXF1daVJkyZs3Lix0o2elUjuhRTlcsaDfOFPmTIFFxcXRo0axfPPP8/mzZsVIbx16xb16tWjsLBQ+RI7duwYJiYmODg4sHHjRurXr8/27dvp0qULL774IhMmTGDFihVoNBolExk+fDjffvstcXFxymASPTqdjsLCQqBkn/Xy5ctJS0t7qPdQ3tHPjL4zK05JSSl3k6IqE3pP6NmzZ3Py5ElCQ0Px8/OTgiypMkhRroA0aNCANWvWkJWVxa5duxg5ciS1a9cG4JVXXiEyMpKYmBiMjIxIT09nzZo1WFtb061bN3bt2sUbb7yBqampMsDEysqKRo0aKe5Wly5dIjo6mpUrV7JgwQJsbW2V+dT6MnuNGjUA8PPzY/v27Upp/MiRI/z2229l/SN54jz77LM0aNCglIFGUVERR48elQYaZYRKpaJHjx7UrVvX0KFIJGWGNKSogOjLzMbGxjg5OZU65+bmRu/evenXrx/Ozs6kp6eTnp7Ojh07sLa25sKFC3Tu3BlAyT6io6NxcHBQRiQeOnSItLQ0vLy8mDJlCosWLSI8PJwjR47wySefUFBQwPTp0xk8eDBnz56le/fuShyxsbGEh4fTsGFDGjduXGY/k0chNzeXuLg45e+XL18mOjoaS0tLHBwcmD59Op9++imOjo44Ojry6aefYmZmVq5tASUSScVG7lOu4NxvjTMyMpI9e/bg6OjIyy+/jL29PdevX2fYsGF07tyZNWvWACXZX8+ePWnXrh3r1q2jWrVqDB8+nJycHH744Qesra0BeOedd9izZw+9evWiWbNmREVF0apVK0JDQ/H29ubNN998qPjKA6GhofTs2fOu4+PGjWPLli0IIVi0aBEbN24kMzOTLl26sG7dunJtuSeRSCo4hmn6ljwt7rdlRH98/fr1olWrVmLbtm0iICBA9OzZU7Ro0UIcOXJECCFEbGyscHFxEZ988ony3IsXLwqVSiW2b98uCgoKhBBCfPvtt6Ju3bqiV69e4uTJk0KIkkljP/30kygsLLxrT7RWq5UTmCQSieRfkOXrSoa+UUvfRa3/u/730aNHc/PmTT766COMjIx48cUXWbJkCa6urgAEBwdjbGysGGcA/PTTTzRp0qSUefy4ceOYOnUqzZo1o3379kDJLN+kpCQ6dOhA8+bN+f3332nevDl169ZVXl+U48xZIpFIDI0U5UrK/fZzmpubM2fOHObMmUNqaiqWlpalOlsDAgJo3LgxHTp0UI6FhIQoYzqLioowMTEhNDSUBg0a0KlTJ2rWrElycjI3btygZ8+eNG/eHIB3332XRo0a0b9/f27evImHhwdNmzZ9iu9aIpFIKjay+7qKIYRAo9EghKB+/fqlBDknJwdLS0tatmyJnZ2dctzMzIzCwkIKCwuVZrBffvmFhg0bKlnykSNHKCwspF27dkCJk09qaionTpzg/PnzBAQE4OrqyubNm+8bmz6uO7l977REIpFUZqQoVzFUKtV9vZfNzc3ZunUr8+fPB/4eGDJmzBiOHz9OdHQ0ubm5/PTTT2zZsoUWLVooTU/BwcHY2dkpXdiBgYHodDo+/vhjli1bRlBQEB4eHnzzzTeKyOp0Oi5cuKBsp7pfXFV5itPSpUvp3Lkz5ubm2NjY4OXlRWxsbKnHCCFYuHAhDRs2pGbNmri5uXHu3DkDRSyRSB6HqvttJ7kL/bhMfTasz6Ld3Nxwc3PD1dWVMWPGsGTJEurUqUOXLl2oVasWaWlpnD9/nlatWtGiRQugZGDJ888/j6enp3J9KysrpdQNEB8fz7Zt23B3d6dJkyZ88MEHpKSklMqW3d3d2bBhgzKdrKpx9OhRJk+ezMmTJwkKCkKj0eDu7q5McAP44osvWLlyJWvXriUiIoIGDRrQp08fcnJyDBi5RCJ5FKQoSxTuHJepx9raGl9fXzIyMli4cCETJkygTZs2PPfccwAcPnwYnU6Hs7MzAGfPniUxMZH27dsrW6qgRIQbNGig2PVZWloyfvx4jhw5wsqVKzl48CBfffUVKpWKhIQENm/eTGpqKnXq1KF69eqVanzngxIYGIi3tzdt2rShQ4cObN68mYSEBE6dOgWUZMmrV69m7ty5DB06lLZt27J161by8vLYvn27gaOvOKxfv55nn30WU1NTXFxcOH78uKFDklRRpChL/hWdTodWq6Vu3bo4OTkxefJkAgICeOmll4CS/b4ArVu3BkpK2TVr1sTFxUW5RkxMDNevX6dFixaKKFtYWJCfn4+dnR3Dhg1jzZo1fPPNNyQmJnLt2jU++OADYmJi+PHHHwkLC7vrhuHOWd1VgZs3bwIlNzRQMvBE71Gsp0aNGvTo0YPw8HCDxFjR2LlzJ9OnT2fu3Ln88ccfdO/enf79+5OQkGDo0CRVECnKkn/FyMiolGGGTqejevXqSpl77dq1fPvtt0qT1549e6hTp47SBAYl5WwhBM8//zwAP//8M3379mXkyJE0bdoUd3d3QkJCyMrKwsLCghdeeIE2bdowYMAALCws6NGjB4GBgXfFdecWsH9Dq9VWWCEXQjBjxgy6deumrOVLN6vHZ+XKlbzxxhv4+PjQqlUrVq9eTePGjdmwYYOhQ5NUQeSWKMlDoVKp7spYjY2NadeunVJeXrRoEWlpaaWEIiwsDHt7e2X/84cffkjHjh2ZO3cupqamhIWFsWDBAl566SXMzMwIDw8nIyODyZMn4+Pjw7Zt25TXzcjIYP/+/URHR9O7d28GDBjwj81gt++Nvr3bXG/AUVEayaZMmcLp06cJCwu765x0s3o0ioqKOHXqFHPmzCl13N3dXVYaJAahYnwbSSoEehHo3r07Q4YMUY5fv36djIwM7O3tqV+/PllZWcTFxeHh4UHPnj1xdXXl/fffx8rKCmdnZ4yNjQkKCqJOnTpK9q3T6TAyMuLw4cMMHTqUr776irS0NN58801efvllrl27dt+49DcLK1asYOLEicp6rLGxcYUR5KlTp7J3715CQkKwt7dXjks3q8cjLS0NrVYrKw2SckPF+EaSVCjuLA83atSIoKAgPvroI6BEDH18fFi5ciXHjh3j0KFDDBo0iLS0NPr16wfA//73PxwdHZV16urVq1NQUMBHH31E06ZNiYyMZNu2bSQmJgIlJcj7oRfejh07kpqaSq9evXBwcGDBggVEREQ88ff/JBFCMGXKFHbv3k1wcDDPPvtsqfPSzerJICsNkvKCFGXJE+fO7FMv0vrmpNq1azNr1ixat27N0KFDiYiIICYmhjZt2uDk5MTZs2dJTU2lQ4cOmJubK88/efIk0dHR7Ny5k44dO7Jo0SJycnLo27cvarWa3Nzcf4yrV69erFu3jk2bNpGWlsYnn3xCly5dlH3S90K/TcxQTJ48GV9fX7Zv3465uTnJyckkJyeTn58PlIiJ3s3K39+fs2fP4u3tLd2sHhBra2uqVasmKw2ScoNcU5Y8de5VIm7WrBnff/89AMXFxQghKC4upnbt2hgZGaHT6RSPaP3zo6KisLGx4fjx4/zyyy/4+fmxYsUKtFotjo6OmJiY3PU6+oznzJkzfPHFF4SFhZGXl8fbb7+tjBNt2rTpfTMjQ5e39c1Gbm5upY5v3rwZb29vAGbNmkV+fj6TJk1S3KwOHTqkdLlL7o+JiQkuLi4EBQWVWnIJCgoqtcdeIikzytL9QiLRo9VqRXFx8T3PFRUViXHjxglra2sxcOBAcf36dSGEEEuWLBHOzs4iPT1deWxiYqLYunWr2LJli3LdO9mzZ4+wsLAQHh4ewt/fX+Tl5T1QjIcOHRLvv//+Pa8ZHx8vfH19RVpa2gNdS1J+2bFjh6hevbr47rvvxPnz58X06dNFrVq1xJUrVwwdmqQKIkVZYnB0Op3QaDR3HT958qSYMmWKUKvVQgghzp07J5o0aSI2bNjwwNfesWOHcHBwEPPnz7/n696JPo5NmzaJAQMGiAULFtx17vjx46J3796iU6dO4uWXX35gkZeUX9atWyeaNGkiTExMhLOzszh69KihQ5JUUVRCVMExSZJyjfiHJpv169ezdOlSWrduzeDBgzEzM6Np06Z3lXcBLl26hJeXF4MGDWLp0qVAyT7l27dF3YuEhAScnJxYuXIlo0ePxtjYuFRcM2fOxMrKivfee49JkyYxaNAgvLy8lOfrO8UlEonkYZHfHJJyh16Q7zXkY9KkSRw+fJj27duzc+dOTp48ec+1ZChxrlKr1bz33ntAiajeT5D196YJCQnMnz+fNm3a4O3tXerx+rhcXV05ffo033//PUIIxVFLfw0pyBKJ5FGRjV6Scsud4qbPVFu0aMGyZcsAuHXrFqampvd8vlqtRqVSYWVlpQj8/TJw/bX37t3LpUuXmDlzJvB31qt/XkhICMuXL+fSpUuEh4cTFRWlzPdWqVR8/vnnDB06FEdHx8f/AUgkkiqHvKWXVBj0wiiEUGwla9Wqdd/st3Xr1hgbG/Pdd9/96+Qu/blDhw7RpEkTevXqVeo4wFdffcWqVat4/fXXGTp0KN27d8fa2hqNRqM8JiMjQ45nlEgkj4wUZUmFQ6VS/eu6MMCAAQMYMWIE7777Ll27diUqKuqej9OXnWNiYkhPT8fZ2Zk6deoo2bNKpWLr1q18/vnnzJw5kwkTJhAaGkrnzp2BktGd+psEU1NT4uLigL/9qCUSieRBkaIsqbTUrFmT5cuX8+eff2JhYcHy5cvv+Th9Bp6UlIQQgubNmyvHi4uLWbVqFb6+vvj7+9OjRw8SEhLIzs7GwcFBeZz+JkGn01GvXj2ys7Mf6MZBIpFIbkeKsqRSos9+i4uLSUlJwcjIiOLiYuD+jlL169cnLi6ulLvV9OnTmTNnDleuXFHE++bNmzg6OpZyztJft27duly4cIE6deo8tfcmkUgqL7LRS1Ip0Qvojz/+yNq1a+nevTuvv/46wF1jM/Vl6uzsbExMTHBwcKCwsJCZM2eyb98+fvjhB3bv3k3fvn3RarU0btyYoqIixQxC/3wjIyNiYmIUQZZboyQSycMiRVlSqRk7dixdu3ZVStLAXWVlvYCbmZnh7OzMnj17WLduHdeuXWPnzp24uroyfPhwMjMzCQsLY/Xq1Zw9e1axodQLb3FxMcePH2fKlCmljkskEsmDIkVZUulp3rz5A7n+uLi4kJ6ezjPPPMPChQsxMzOjY8eOyvl69eoxePBggoODuXnzptLgpRf5kydPcvXqVcXpSiKRSB4WKcqSKsGD2PBVq1aNDz74AAcHB8XR6nb0AhwYGIiLiwvwdzackpLC+vXr6d69O23atHmywUskkiqDFGWJ5P9RqVQMGjQIUTIT/i4h12fEPXv25JlnnkGj0SgjOH/66ScuXrzIJ598Akg/XolE8mjI2dcSyf/zqEJ64cIFXnrpJRYuXMiECRPkWrJEInlkpChLJA/B7eM6VSoVERERfPnll9SqVYuNGzcaODqJRFLRkaIskTwGx48fB6B9+/ZYWFjIbVASieSxkKIskUgkEkk5Qd7SSyQSiURSTpCiLJFIJBJJOeH/AApX5Ncfei4BAAAAAElFTkSuQmCC\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot3D(r_max=2.5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also plot the mean and standard deviation of the pore radius over the pore coordinate." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:31.604600227Z", "start_time": "2023-06-09T13:54:31.358024442Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot_mean_profile(bins=100, # how much to chunk rxn_coord\n", " n_std=1, # how many standard deviations from mean\n", " color='blue', # color of plot\n", " fill_alpha=0.2, # opacity of standard deviation\n", " legend=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Ordering HOLE profiles with an order parameter\n", "\n", "If you are interested in the HOLE profiles over an order parameter, you can directly pass that into the analysis after it is run. Below, we use an order parameter of RMSD from a reference structure.\n", "\n", "
\n", " \n", "**Note**\n", "\n", "Please cite (Stelzl *et al.*, 2014) when using the ``over_order_parameters`` functionality.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:31.680781016Z", "start_time": "2023-06-09T13:54:31.606683537Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Frame 0: 6.11\n", "Frame 1: 4.88\n", "Frame 2: 3.66\n", "Frame 3: 2.44\n", "Frame 4: 1.22\n", "Frame 5: 0.00\n", "Frame 6: 1.22\n", "Frame 7: 2.44\n", "Frame 8: 3.66\n", "Frame 9: 4.88\n", "Frame 10: 6.11\n" ] } ], "source": [ "from MDAnalysis.analysis import rms\n", "\n", "ref = mda.Universe(PDB_HOLE)\n", "rmsd = rms.RMSD(u, ref, select='protein', weights='mass').run()\n", "rmsd_values = rmsd.rmsd[:, 2]\n", "for i, rmsd in enumerate(rmsd_values):\n", " print(f\"Frame {i}: {rmsd:.2f}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can pass this in as `order_parameter`. The resulting `profiles` dictionary will have your order parameters as keys. **You should be careful with this if your order parameter has repeated values, as duplicate keys are not possible; each duplicate key just overwrites the previous value.**" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "scrolled": true, "ExecuteTime": { "end_time": "2023-06-09T13:54:31.693850556Z", "start_time": "2023-06-09T13:54:31.642500393Z" } }, "outputs": [], "source": [ "op_profiles = ha.over_order_parameters(rmsd_values)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can see here that the dictionary does not order the entries by the order parameter. If you iterate over the dictionary, it will return each (key, value) pair in sorted key order." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "scrolled": true, "ExecuteTime": { "end_time": "2023-06-09T13:54:31.695169408Z", "start_time": "2023-06-09T13:54:31.646682959Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.000, 543\n", "1.221, 389\n", "1.221, 511\n", "2.442, 419\n", "2.442, 399\n", "3.663, 379\n", "3.663, 443\n", "4.884, 391\n", "4.884, 149\n", "6.105, 205\n", "6.105, 139\n" ] } ], "source": [ "for order_parameter, profile in op_profiles.items():\n", " print(f\"{order_parameter:.3f}, {len(profile)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also select specific frames for the new profiles." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:31.697855709Z", "start_time": "2023-06-09T13:54:31.655223088Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.221, 511\n", "4.884, 149\n", "6.105, 205\n" ] } ], "source": [ "op_profiles = ha.over_order_parameters(rmsd_values, frames=[0, 4, 9])\n", "for order_parameter, profile in op_profiles.items():\n", " print(f\"{order_parameter:.3f}, {len(profile)}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`HoleAnalysis` also provides convenience functions for plotting over order parameters. Unlike `plot()`, `plot_order_parameters()` requires an ``aggregator`` function that reduces an array of radii to a singular value. The default function is ``min()``. You can also pass in functions such as ``max()`` or ``np.mean()``, or define your own function to operate on an array and return a vlue." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:31.955556869Z", "start_time": "2023-06-09T13:54:31.697596035Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot_order_parameters(rmsd_values,\n", " aggregator=min,\n", " xlabel='RMSD to reference ($\\AA$)',\n", " ylabel='Minimum HOLE pore radius $r$ ($\\AA$)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plot3D_order_parameters()` functions in a similar way to `plot3D()`, although you need to pass in the order parameters." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:32.154596946Z", "start_time": "2023-06-09T13:54:31.877224398Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ha.plot3D_order_parameters(rmsd_values,\n", " ylabel='RMSD to reference ($\\AA$)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Deleting HOLE files\n", "\n", "The HOLE program and related MDAnalysis code write a number of files out. Both the `hole()` function and `HoleAnalysis` class contain ways to easily remove these files.\n", "\n", "For `hole()`, pass in `keep_files=False` to delete HOLE files as soon as the analysis is done. However, this will also remove the sphpdb file required to create a VMD surface from the analysis. If you need to write a VMD surface file, use the `HoleAnalysis` class instead. \n", "\n", "You can track the created files at the `tmp_files` attribute." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:32.159749452Z", "start_time": "2023-06-09T13:54:32.156004186Z" } }, "outputs": [ { "data": { "text/plain": "['simple2.rad',\n 'hole000.out',\n 'hole000.sph',\n 'hole001.out',\n 'hole001.sph',\n 'hole002.out',\n 'hole002.sph',\n 'hole003.out',\n 'hole003.sph',\n 'hole004.out',\n 'hole004.sph',\n 'hole005.out',\n 'hole005.sph',\n 'hole006.out',\n 'hole006.sph',\n 'hole007.out',\n 'hole007.sph',\n 'hole008.out',\n 'hole008.sph',\n 'hole009.out',\n 'hole009.sph',\n 'hole010.out',\n 'hole010.sph']" }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ha.tmp_files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The built-in method `delete_temporary_files()` will remove these." ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:32.252071232Z", "start_time": "2023-06-09T13:54:32.160776904Z" } }, "outputs": [ { "data": { "text/plain": "[]" }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ha.delete_temporary_files()\n", "ha.tmp_files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Alternatively, you can use `HoleAnalysis` as a context manager. When you exit the block, the temporary files will be deleted automatically." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:43.041456285Z", "start_time": "2023-06-09T13:54:32.201150023Z" } }, "outputs": [ { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with hole2.HoleAnalysis(u,\n", " # executable='~/hole2/exe/hole',\n", " ) as ha2:\n", " ha2.run()\n", " ha2.create_vmd_surface(filename='holeanalysis.vmd')\n", " ha2.plot()" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-06-09T13:54:43.052673079Z", "start_time": "2023-06-09T13:54:43.045787121Z" } }, "outputs": [ { "data": { "text/plain": "20.0962" }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ha.profiles[0][0].radius" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "[1] Richard J. Gowers, Max Linke, Jonathan Barnoud, Tyler J. E. Reddy, Manuel N. Melo, Sean L. Seyler, Jan Domański, David L. Dotson, Sébastien Buchoux, Ian M. Kenney, and Oliver Beckstein.\n", "MDAnalysis: A Python Package for the Rapid Analysis of Molecular Dynamics Simulations.\n", "Proceedings of the 15th Python in Science Conference, pages 98–105, 2016.\n", "00152.\n", "URL: https://conference.scipy.org/proceedings/scipy2016/oliver_beckstein.html, doi:10.25080/Majora-629e541a-00e.\n", "\n", "[2] Naveen Michaud-Agrawal, Elizabeth J. Denning, Thomas B. Woolf, and Oliver Beckstein.\n", "MDAnalysis: A toolkit for the analysis of molecular dynamics simulations.\n", "Journal of Computational Chemistry, 32(10):2319–2327, July 2011.\n", "00778.\n", "URL: http://doi.wiley.com/10.1002/jcc.21787, doi:10.1002/jcc.21787.\n", "\n", "[3] O S Smart, J M Goodfellow, and B A Wallace.\n", "The pore dimensions of gramicidin A.\n", "Biophysical Journal, 65(6):2455–2460, December 1993.\n", "00522.\n", "URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1225986/, doi:10.1016/S0006-3495(93)81293-1.\n", "\n", "[4] O. S. Smart, J. G. Neduvelil, X. Wang, B. A. Wallace, and M. S. Sansom.\n", "HOLE: a program for the analysis of the pore dimensions of ion channel structural models.\n", "Journal of Molecular Graphics, 14(6):354–360, 376, December 1996.\n", "00935.\n", "doi:10.1016/s0263-7855(97)00009-x.\n", "\n", "[5] Lukas S. Stelzl, Philip W. Fowler, Mark S. P. Sansom, and Oliver Beckstein.\n", "Flexible gates generate occluded intermediates in the transport cycle of LacY.\n", "Journal of Molecular Biology, 426(3):735–751, February 2014.\n", "00000.\n", "URL: https://asu.pure.elsevier.com/en/publications/flexible-gates-generate-occluded-intermediates-in-the-transport-c, doi:10.1016/j.jmb.2013.10.024." ] } ], "metadata": { "kernelspec": { "display_name": "guide", "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": "3.9.2" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": false, "sideBar": true, "skip_h1_title": false, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true }, "vscode": { "interpreter": { "hash": "5edc5d8d8cbc0935a054a8e44024f729bc376180aae27775d15f2ff38c68f892" } } }, "nbformat": 4, "nbformat_minor": 2 }