{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Degenerate states tutorial and demo\n",
"06/08/21\n",
"\n",
"- With updated AFBLM function, correctly including degenerate states. (See [commit 2153b31](https://github.com/phockett/ePSproc/commit/2153b3139a3b7cabad8e14695e0981b4303683db).)\n",
"\n",
"03/08/21\n",
"\n",
"When working with matrix elements for degenerate states, there are some additional considerations, which are explored herein. (For matrix element background, see [the advanced tutorial](ePS_adv_tutorial_080520.html).)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Background - degenerate orbitals in ePolyScat (ePS)\n",
"\n",
"For degenerate states, ePS outputs additional sets of matrix elements, identified by the index `it`. In some cases, simply working with a single set of matrix elements (i.e. selecting `it=1`) is sufficient; in other cases one needs to use all sets, or set a degeneracy variable.\n",
"\n",
"Various cases are explored below."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## tl;dr summary\n",
"\n",
"In the current package (v1.3-dev) the following applies for degenerate states (multiple `it` components in ePS output) using the geometric routines :\n",
"\n",
"- MF calculations with `mfpadNumeric()` or `MFBLM()` class routines:\n",
" - Give correct PADs and $\\beta_{LM}$ parameters for each component, hence using a single component is normally sufficient.\n",
" - May give incorrect cross-sections for `it>1` components (due to extra phase rotations).\n",
" - May be missing a degeneracy factor in the scaled cross-section outputs.\n",
" - May required additional (manual) symmetrization for specific cases (e.g. sum over components).\n",
"- AF/LF $\\beta_{LM}$ calculations with `AFBLM()` class routine:\n",
" - Give correct PADs and $\\beta_{LM}$ for each component.\n",
" - Give correct cross-secions (including degeneracy) with default settings (`degenDrop=True`) (as of [commit 2153b31](https://github.com/phockett/ePSproc/commit/2153b3139a3b7cabad8e14695e0981b4303683db)).\n",
" - May give incorrect cross-sections for `it>1` components (due to extra phase rotations)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Setup\n",
"\n",
"Load modules & test dataset."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"* sparse not found, sparse matrix forms not available. \n",
"* natsort not found, some sorting functions not available. \n",
"* pyevtk not found, VTK export not available. \n"
]
}
],
"source": [
"# For module testing, include path to module here, otherwise use global installation\n",
"# local = True\n",
"\n",
"# if local:\n",
"# import sys\n",
"# if sys.platform == \"win32\":\n",
"# modPath = r'D:\\code\\github\\ePSproc' # Win test machine\n",
"# winFlag = True\n",
"# else:\n",
"# modPath = r'/home/femtolab/github/ePSproc/' # Linux test machine\n",
"# winFlag = False\n",
"\n",
"# sys.path.append(modPath)\n",
"\n",
"# Base\n",
"import epsproc as ep\n",
"\n",
"# Class dev code\n",
"from epsproc.classes.multiJob import ePSmultiJob\n",
"from epsproc.classes.base import ePSbase"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"# Set some plot options (optional, but required for Holoviews backend)\n",
"# ep.plot.hvPlotters.setPlotters()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# FOR XARRAY VERSION TESTING ONLY (v0.13, v0.15)\n",
"import warnings\n",
"warnings.simplefilter(action='ignore', category=FutureWarning)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# Set path for ePSproc test data, available from https://github.com/phockett/ePSproc/tree/master/data\n",
"# Here this is assumed to be on the epsproc path\n",
"\n",
"from pathlib import Path\n",
"import os\n",
"\n",
"epDemoDataPath = Path(ep.__path__[0]).parent/'data'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"*** Job orb6 details\n",
"Key: orb6\n",
"Dir /home/paul/github/ePSproc/data/photoionization/n2_multiorb, 1 file(s).\n",
"{ 'batch': 'ePS n2, batch n2_1pu_0.1-50.1eV, orbital A2',\n",
" 'event': ' N2 A-state (1piu-1)',\n",
" 'orbE': -17.09691397835426,\n",
" 'orbLabel': '1piu-1'}\n",
"\n",
"*** Job orb5 details\n",
"Key: orb5\n",
"Dir /home/paul/github/ePSproc/data/photoionization/n2_multiorb, 1 file(s).\n",
"{ 'batch': 'ePS n2, batch n2_3sg_0.1-50.1eV, orbital A2',\n",
" 'event': ' N2 X-state (3sg-1)',\n",
" 'orbE': -17.34181645456815,\n",
" 'orbLabel': '3sg-1'}\n"
]
}
],
"source": [
"# Set path\n",
"dataPath = os.path.join(epDemoDataPath, 'photoionization', 'n2_multiorb')\n",
"\n",
"# Instantiate class object.\n",
"# Minimally this needs just the dataPath, if verbose = 1 is set then some useful output will also be printed.\n",
"data = ePSbase(dataPath, verbose = 1)\n",
"\n",
"# ScanFiles() - this will look for data files on the path provided, and read from them.\n",
"data.scanFiles()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example case - $N_2$ orb6 ($\\Pi_{u}$)\n",
"\n",
"From the demo data, we can look at the $\\Pi_{u}$ case. For orbital visualisation, see https://www.chemtube3d.com/orbitalsnitrogen/ for instance, or plotting code below (in development!)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Matrix elements\n",
"\n",
"Firstly, let's take a look at the raw matrix elements, with some subselection for clarity."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"*** 1piu-1\n",
"Matrix element table, threshold=0.01, data type=complex128.\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
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},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"k = 'orb6'\n",
"data.matEtoPD(keys = k, selDims = {'Type':'L'}, Erange = [1.0,5.0], thres=1e-2)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note here that there are entries for `it=1,2` in the table. For example, the first line has \n",
"\n",
"```\n",
"it \tl \tm \tmu \t\n",
"1 \t2 \t-2 \t1 \t-1.323692+2.405362j \t2.059722+1.896683j ...\n",
"```\n",
"\n",
"And for `it=2` the components are:\n",
"\n",
"```\n",
"it \tl \tm \tmu \t\n",
"2 \t2 \t-2 \t1 \t-2.405362-1.323692j \t-1.896683+2.059722j ...\n",
"```\n",
"\n",
"In this case, we can see:\n",
"\n",
"- Two `it` components, hence doubly-degenerate ($\\Pi$) state.\n",
"- In complex form, the components have switched real and imaginary parts, and a sign change, $a_{1} = b_{2}$ and $b_{2} = -a_{1}$ (where the components are given as complex numbers $it_{1} = a_{1} + b_{1}j$). This can more concisely be given as $z_{2} = iz_{1}$ in standard complex number form, or $D_{2} = \\Im D_{1} - i\\Re D_{1}$ in matrix element notation.\n",
"- In magnitude-phase form, this relationship is a phase rotation, in this case $\\phi_{1} = \\phi_{2} + 3/2\\pi$. (Or, equivalently, $\\phi_{1} = \\phi_{2} - \\pi/2$ with phase wrapped back to the range $[-\\pi,\\pi]$.)\n",
"\n",
"This is easy to confirm numerically:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Input: \t[-1.323692+2.405362j -2.405362-1.323692j]\n",
"*i: \t[-2.405362-1.323692j 1.323692-2.405362j]\n",
"Abs: \t[2.74552852 2.74552852]\n",
"Phase: \t[ 2.07387663 -2.63851235]\n",
"Phase shifted: \t[-2.63851235 -7.35090133]\n",
"Phase shift + wrapped: \t[-2.63851235 -7.35090133]\n"
]
}
],
"source": [
"# Quick numerical check for specific values\n",
"import numpy as np\n",
"\n",
"test = np.array([-1.323692+2.405362j, -2.405362-1.323692j])\n",
"\n",
"print(f\"Input: \\t{test}\")\n",
"print(f\"*i: \\t{test*1j}\")\n",
"print(f\"Abs: \\t{np.abs(test)}\")\n",
"print(f\"Phase: \\t{np.angle(test)}\")\n",
"print(f\"Phase shifted: \\t{np.angle(test) - 3/2 *np.pi}\")\n",
"print(f\"Phase shift + wrapped: \\t{np.angle(test) + 1/2 *np.pi - 2*np.pi}\")\n"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"test[1] == 1j*test[0]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"True"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Check inverse\n",
"test[0] == test[1]/1j"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"In this case, the two components correspond to the two $\\Pi$ orbital components, which are (by convention) aligned along the $x$ and $y$ axes, hence are a similarly phase-related pair of functions. (See, for instance, [the frame rotations demo](../tests/ePSproc_frame_rotation_tests_Dec2019.html) for a similar effect with more details.) Note that the details of the relationship here is, essentially, the same as the case for symmetrized harmonics, so will generally depend on the point group of the system, and possibly on the other quantum numbers. For more on this in $N_2$ specifically, see ref. [1] below, the Supplementary Material contains the same relations for a symmetrized harmonic expansion - in that case the degenerate terms are denoted by the index $\\mu$.\n",
"\n",
"For using matrix elements in general, this has a few implications:\n",
"\n",
"1. Choosing a specific component of a degenerate set corresponds to a specific axis choice in the molecular and/or aligned and/or lab frames of reference (MF, AF and LF respectively). \n",
"2. The exact choice of axis implied may depend on the formalism used, and which phase-rotations are included.\n",
"3. Including all degenerate components may introduce phase issues, or not - again depending on the formalism.\n",
"4. In cases where all components should be included, but are treated without additional phase relations/rotations, it is usually the case that only a single set of parameters (value of `it`) should be used, but a degeneracy factor should be included.\n",
"\n",
"In the rest of the notebook we'll look at some specific examples."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## MFPADs\n",
"\n",
"For the MF results, we'll look first [at the numerical case](../demos/ePSproc_class_demo_161020.html#Compute-MFPADs). This is, in a sense, more direct than computation of the $\\beta_{LM}$ parameters, but also requires more careful treatment for degenerate cases and correct symmetrization of the numerical results.\n",
"\n",
"TODO: generalise this...?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Single degenerate components\n",
"\n",
"Firstly, using the default code, compute MFPADs for `it=1` only."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# Compute MFPADs with default parameters...\n",
"data.mfpadNumeric(keys = k)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Coordinates:\n",
" Type "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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4ntcgu3v37lEqlbh//36D7AzDAFhFdj6x6brecGM7ZPdmo0NurwBaa9cWFxd5+PAhgUCAo0ePbulYbyK5tUJRFGKxGLFYjNHRUd599136+/vJZDLMzMzgOA6xWOwFeSeoFx9bltU4Tke4881Fh9z2Ga0tVA8ePKBcLnP58mWuXbu25eN9GC0Rv+81kUgAdcWTfD5PJpPZUN4JOmT3JqNDbvuE1tq1SqXCrVu36O/v58SJE41ttoo3Iea2FazVL+v3vSaTSWB9eSef7Hx5J9+CbiY7z/MIh8MdsnsN0SG3fUCrGzozM8OzZ884ffo08Xh8R8f+MFpum0FVVbq6uhpadr68k19nt568k+d5vP/++1y6dAnoSLK/buiQ20tGc1Gq67rcu3cPYFUL1U6wluUmpeTp06cUCgW6urpIJpMEAoF1j7EV9ZD9xnau1Zd3SqVSAGvKO/nSTn5LmG/Z1Wq1jkrxa4IOub0krCf/feDAAYaGhnbtPK0vWK1W4+bNm8TjcYaHh8lms9y/fx/LslZZK36G8cOIjeSdyuUyX/ziF9eVd6pWqw2C7cg7vVrokNtLQGsL1bNnz5ibm+P8+fOEw+E9OR/A8vIy9+/f58SJEySTyQahHThwAM/zVgXdPc8jHo83LMvXhez2wsr05Z2SySSlUokzZ85sKO/UEe58NdEhtz2Eb609e/aMoaEhHMfh1q1bhEIhrl69uicxG9+qePz4MZlMhkuXLhEIBF5wVRVFaWQYx8bGcF2XbDbL/Pw8N2/ebLhmvnv2YYwv+cS5nrzTzMwMhULhBXmnVsvOR4fsXi465LZHaJb/npycJBQKcf/+fY4ePdp4SfYCtm0zNzfH0NAQly9fbvsFUlWVVCpFMBjkwoULeJ5HJpNpWCu6rq+yVl6VF3Mv44PrHXs9eaepqSmKxSKmaa4iO7/2sFWl2LIsIpEIhmF0yG4P0CG3PUBr7Vq1WmV8fLxhRe0VlpeXefjwIbFYbMvFvz78F1HX9ReslXQ63XiBA4FAIznhq3i8aWiXOFvlnXzFE1/eKRgMNvpim+WdHj16xKFDhxptdc2KJx2y2zk65LaLaE0a1Go1bt26hRBiS1bUds775MkTMpkMx48fZ3l5edfPYZpm4wVulix6+vQppVKJSCTSsFba6YHdLeyH5bYZgsEgwWCQwcHBNeWdwuEwiUQCx3Ea2dbW9jvoqBTvFB1y2yW01q757typU6e4d+/eni1MPxuaSCS4fPky+Xx+R+1X7bRvrSVZ1NrY7rc/Nfd67hVeNXJrxkbyTqVSiWvXrhGNRteUd/KFO/3r6JDd1tAht12A/4nrx1X8F/zKlSt7+mI3Z0P9mi3YXmfDTrBWY3uhUCCdTjM9PY3ruriuSyaTIRAI7OoAm738W/fCKmyWd5qfn+f8+fONmF2zvJNfetIs79RRKd4aOuS2A7S6oeVymVu3bjE0NMTJkyd3ZbGt9YI1u6GtcTw/U7dd7EbjvaIoxONx4vF4IxN78+ZNisUi169fX3MG6k7wKltumx1fUZQtyTuZptnYt6NSvDE65LZNtNauTU9P8/z5c86ePUs0Gt2Vc/hE07xIW93QtRbwq6YKoqoqpmkyMjJCJBJ5YQbqWmMB28XrZrltdvz1rGBf3smyrDVd/laVYqhnY/12sg8j2XXIbYtolf92XZe7d++iququtVD5aLWi1nNDN9pnp+fcC7TOQG2tG1treMxm17wXeBltaJsdv9kKBlYVX68n7wT1dXn79m0uXrzYOM+HTaW4Q25bQHPtWnML1djYWKMMYKN9t7qYfBdzIze0FRuR06u6mJvrxvzSmXQ6vSq76JedtGZi99pye9WKl5uLr2F9eadYLNZoCYPVwp3+cd50leIOubUJ13WpVquNxT4xMcH8/DwXLlwgFAptuO9a7mU78KWQ7t+/v6Ebuta5tov9FrsUQhAMBhkaGmpkF/15Co8ePaJara6KQfn77AVeBwGB9eSd/L7Y99577wV5J/hwqBR3yG0T+G7o3Nwcy8vLjI2NcevWLaLRaNstVL4u2FatANu2uXHjBidPnlzXDW3FfpPTbqN1nkJzDOru3buN8pvFxcWGEOVuwS/reZ3gyzsFg0FqtRonT558Qd7Jt/yatezgzRPu7JDbBmiuXVMUpfFJeOzYsUa8qB345LaV8z558oRKpcLly5e3pPH2ultum6E5BnXw4EGKxSKPHj0in883hCibe2J3kol9HSy39eCv2XblnXzFE7+gGF5/suuQ2zpobaGanp4mn8/z9ttvN9Lx7WIr5RnN2dBkMrllS2QjcnqdX9b14De2Hz58GPjg5fUzsb7b1tXVta1M7Ot6v9bzFDaSd2q+X8lkklgstiru+7qpFHfIrQWttWvVarXhhnZ1dW2Z2KB9y601G3r9+vUtW1E7TSi86pZbK1oJqPXltSyLTCbD7OwsDx48WLOpvd1jv05oNwzSmrm2LKuhDvPo0aM1y3ReF5XiDrk1obl2TQjB/Pw8T5484fTp02iaxpMnT7Z13M3mGqyXDd2qO+ufay1yel1f0p3CMAz6+voaw6ybm9qLxSLhcHhVT2zzfdrrvtW9xHZivEDb8k6+VfcqqxR3yI0Xa9c8z+P+/fs4jsPVq1fRdZ1yubztwSsbuaUbFeVux4paax/P87h37x5LS0tEIpFVZRVrFZG+zpbbZmhtai+Xy6TT6VWtT/792Wty20vrxh9UvVOsJ+80PT1NqVRaFUJplXfyVYo///nP8+TJE773e793x9ezFXzoya3VDS0Wi9y+fZvh4WGGh4cbi3s7VpSP9fbdrCh3N8itUqlw48YN+vv7OXz4cMNy8V9m391+GQ3urxqa+zz91ie/J/bu3btUKhUMwyAUCm0r/rkR9joTu13LbTP48k6JRAIpJUeOHFllCYdCoRfknebn58lkMjs+txAiAPw+YFLnrk9KKf/uett/qMmttYVqcnKS6elpzpw580ILlaqq2ya3Vre03aLcnbql/nDnU6dOkUgksCyr8TIPDw+/0ODueV4jIB8IBHblk3+vsZvWlRCiMez54MGDzMzMkM/nKRaLTE5OIqVsvLh+W9N2sVfk87KO71uGm8k7/fqv/zq5XK4hlbXDZ1UDvkpKWRRC6MBnhRCfklJ+fq2NP5Tk1qqd5beqGIbB1atX11y0iqLguu62ztfslrbTG+pju5ab53k8evSIXC7XUCZZ6zitDe6+DHo2m2VmZqYRTPYzjR+2uJ1v2Y2MjAAvllEoivJCZrFd7LVb+jLIs/U9WUveyTRNfuqnfopPf/rTfOpTn+Ls2bP89E//NLFYbMvnlPVFXFz5Vl/5WvcF+dCRW6vuWjab5e7duxw+fLgRV1gLu+GWttMb2oztkJtlWZTLZQAuXbq0JULSNI1AIMDw8DDRaLQRTJ6amqJQKDTcM79I9FUgu5cpVrlWJjabzTI3N8fDhw8xDKPh4m+WiX1d3VIfrutuenwhBBcuXODYsWN84zd+I9/yLd/C7du3dyQsIYRQgfeBI8DHpZRfWG/bDxW5eZ7H9PR0Y3GOj4+ztLTExYsXN1WP3elCnJqawrKsLUmNb5ZlbYVftW+a5o5lxuHFnk9fZPHDEq/bjDhbM4t+sH1ycpJisUgwGGxYdq1S7C/DstpNEYdWbCVh4Ss1K4rCuXPndnReKaULXBBCJIBfE0KckVLeXmvbDwW5NScNHj9+TCwW49atW8Tjca5cubKni6xWqzE3N0c8Ht+y1Hi7xb9SSp49e8b8/DwXL17k2rVrO7nkNdEcfF8rXue6buNFXi8etRdZ2Fcpo9k8S6H5w2B8fJxyubyqJ3ava+h2K1u6G8f3yW03IaXMCiH+G/B1wIeT3FrdUMdxeP/999t2DXcC3w1NpVJ0d3dvq3F+M0Lw42Smae4KUbfrCq8Vr8vlcqTTacbHxxs9ji8jXvcqNs63fhj4IpTpdJr79+83pmAtLCzsyVDsl5VQaAflcnlXyE0I0QPYK8QWBL4G+In1tn+jya1ZqVRKycOHD7Esiy//8i/fVqdBu2jNhs7Ozm4rXreZ5VYoFLh161Zbkkt7jdYeRsuyGlZdPp/HcZzGCLvdjNe9LmKVzSKUBw4cWDUKsHkodqt6x3bxKmVj/WLpXcAA8PMrcTcF+GUp5W+tt/EbSW6ttWuVSoWbN2/S19dHMBjc0/jQWtnQ7SYjNoq5TU9P8+zZM86dO7erJv9uFfEahrEqXnf79m2klKvidX5yYqfPY68st70miEAgwKFDhwAaQ7Gb1Tt2MhT7ZVhu7db9lUqlXVGnllLeBN5qd/s3jtxaW6hmZ2eZmJjg9OnTxONx5ufn10xj7wbWy4Zud67BWkTjui737t3Ddd1dV/7dKwhR1/fv6+sjGo2uki26ffs2ruuSSCTo6uracv3Y62K5taKVfPyh2P66sW27MRT70aNH6LreSN604+a/6TG3dvDqvxltYq0Wqnv37uF53ioSUFV1Rw9+rQXvWyTZbHbNbKhfS7dVtJJiuVzmxo0bDA0NMTIysicv3stov2qVLfKtltZ4XbszFV7FmNtOj73TodhvYsxtq3gjyK1V/rtQKHD79m1GR0cZGhpa9eB3Uq+2lqJuO0W5iqKsGtyxlfP51+p/gp85c2ZL+m6vA1qtFj9e1zxTwU9OrNXcvld4mZbbZtjqUOxXKebmD59+2Xjtya1Zdw3g+fPnzMzMrBuL8i237aBVUbfdotyduKWu6/LgwQOKxeKez0H1z7nfjfOt8bpKpUI6nW4IeDbH6/xr3gu8SuTWjLU6AVrHAdq2zfLyMj09PXuyZtq13PZzLb225NaaNHAch9u3bxMIBNZtoYLd6TTYzA3drXO6rsvz588ZGhri4sWLr0RHwMtG84vcXF/nx+tqtRq6rhOPx3fc79mK/XRLt4LmTKw/DvC9996jWq2uimnuViYWtuaWin2ax/Bakltr7Zo/0/HIkSMN3a71sJMGeEVRGiob7Q5sga13GgCN/sXu7u6GyuzLwKtguW2E1njdwsICi4uLq+J121XebcWrarltBkVRUBSFsbGxRk+0X4PYPEdhJ1LsWyG3/VpPrx25ua7L1NRUI9D65MkT0ul0Wy1UsLMGeMdxuHnzJqdOndpSAfBW3FIpJU+fPmVxcZFDhw5tK1b3YYJv2Y2NjQEfKO+2xuvWC7xvhL223PYym9ncXdFcUA0vSotvZyh2O72lUH8e+xFvg9eI3Jrd0PHxcRKJBDdv3iSZTHL58uW2PwW3E3Pz3dBSqcT58+e33NnQrltq2za3bt0iFApx5coVlpaWGsqmLwuvuuW2FpoJqFl5tzle57dA+QOM26mv22vLbb/KeHZjKHa75VT+3Nn9wGtBbq21a7Zt8/7773Py5MnGp1G72Gr8qzkb2tPTs60F2Y5bms/nuX37NocOHWqok+yEaFpfTNu2mZqaIhaL7dhde5Ww0f1pjdc1i1HeuXMHx3Ea9XXxePyFZ/u6uqVbxXaHYrdzb/arxg1ecXJrrV2TUvLgwQNs2+btt9/eVhZoKzG31mzo3bt3d72NSkrJ1NQUU1NTnD9/ftWn3HbJrbVkxW/T6unpaXw6B4PBVe7aTs+5X9gKAbWKUTZ3BTTrs/nxutclobCbEKK9odi2bVOr1TZtY+xYbmugtXatXC5z8+ZNBgYGCAaD2/bj24m5rZcN3W7Wc739XNfl7t27AGtmeLeTiPD38zE7O8vTp085e/ZsYyE2u2t+O1Q8Hqerq2vbyZbXEWvV1zW7Z7ZtY5pmwwLcTTJ6lSy3jSDE2kOxl5eXuXv3Lo7jrOqJbX0vO+TWgubaNSEEMzMzPHv2jDNnzhCLxZibm9t2C9VmlttGRbm72SPqD9cYGRl5odC4+Xzbtdwcx+HJkydUq9UGcfoW8FrlFfl8nnQ6zdzcHIuLixQKBVKp1Cvvwu6mBdQar7tx4waKoqySLPKt3Z0KL7wu5NYKP1ttmiZvvfVWIxPrz1GQ8oOh2LFYjGKxuFuKICPAvwb6AQ/4GSnlP9lon1eK3Frlvz3PW2XZ7EYL1UbdApsV5e7Ecmsmqbm5OcbHxxtkvR626yJKKbl27Ro9PT2cOHFi0+MoikIikWjUifmTxf1Zn80dAs0u7JsMX/Cgv7+fYDD4wvAYP1633dqxvY7n7aXL27yWWjOxzUOxf+iHfojr16/T3d3N5z73Oa5cubKTzKkD/A0p5ReFEFHgfSHEp6WUd9fb4ZUht9batXw+z507dzh48CCDg4Ortt1prVrrvu0W5e7ULfU8jwcPHlCpVNp60Nux3DKZDIVCgbNnz74gm97uC6VpWqOvcS0XNhaLNSyY/Urz+3hZYpUbxesmJiZeiNdtZpXtpeW2n32lzVLsP/3TP83P/uzP8rnPfY6f+7mf43u+53v49V//dQ4cOLDlc0opZ4HZlf8XhBD3gCHg1Sa31haqZ8+eMTc390KA3cdOWqha993KwJaduKW2bfPuu++usqba2a/d80kpmZycZGZmpkE+20GrlbeRCzs5OQnQeKm3OiTlVcdGxLlZvG4/G9v3YzjMelAUhbfffpvv//7vB3anoFcIcZC69NG68xNgn8ltrRaqW7duEQ6HuXr16roPaDf6Q6H93tC19t0KstkshUKBS5cubYl02nVLXdflzp07KIrClStXuH79+p4lBppdWPhAmscfkrJRk/te4FXJaK5VX9cqMd4cr3udy0zaLeCFemzZr6eDnfcBCyEiwK8A3y+lzG+07b6RW2vtmi+/fOzYsVU3Yy3spMtAVVUcx+HRo0dt94Zu97xSSsbHx1leXiYUCm2rJm8zcvNlkIaHhxsj6HaygLYa52uW5tnIhX0ds7DbJaC1Gttb43W+LLtpmrtezPuqabkdPHhwV84r6rNKfwX4RSnlr262/UsnNyllQ7VA07SGJPdWiGYnlpvjOCwuLjI8PLytgS3ttkNZlsWtW7eIRCJcunSJL3xhQwt6TWzmlvpDl0+fPt2wpDbbby8tho1c2HQ6TalUoru7e1dd2FfFctsIa8Xrrl27RqFQYGZmZsvxus3wKmm57VYRr6g/iE8A96SU/6idfV4quflu6NTUFK7r0tfXx82bN+nu7t4S0WyX3JaXl7l37x6hUGhbo+/adUtzuRy3b9/m6NGjjR7Y7WA9K6p5RsNaMkhr3UdfmWEzq2w3i3ibXdharUZ/fz+2be+bC7tV7BVx+hnpsbExDMNoxOuas9M+2W2nvu5NJDfgo8BfAm4JIa6v/OwHpZS/s94OL43cmt1QTdMaw0NOnTpFMpnc0rG2Sm7N2dCzZ88yPj6+1ctvnHcjcmsO6r/11ls7LptYi0z9/tNwOMylS5fWXMTbLf7da/gN2ruZhW3OaO42XlZcrJ14nU927dTXvUpClbulwiul/CywpYex5+TWWrsmpWRmZoZSqcTbb7+9rVKCrZSCtGZD/a6H7WCjmJvjONy5cwdVVbly5cquxDxarSi/jaq5/3S9/XbrnHuF1yELux8ubzvxOr+bZL36ulfNcnsjOxRaa9dKpRK3bt1qNOBut0bKTwpshrWyobshVtmKYrHIzZs3OXDgAENDQ9s69lpoJpqZmRkmJibamnb1uvWHwvazsK9qj+ZmaJeA1orXNWuz+fE6vyOgVS16L7AVcisWi7sy+Wo72DNy8xMH/ks2NTXF5OQkZ8+exfO8xqfzdqCq6oZSQBsV5e52AXBz7+ZuP0TfUrx3716jjaqdzNpOyO1VcWlbB6SUy+U1XVjXdfdMOmivSXM7x2/tCLAsi2w2u+pDQFXVPS032co9362xftvBnpGbH8D23TVN0xovZ6lUasvyWg8buYebFeXu5MVvJjfP87h//z61Wm3PRuxZlkWpVGJgYKDtwl94PS23zbCW1Pjy8jJzc3MIUZ9N+yYWEm8GwzBWfQhUKhWePn1KOp1meXl5y/G6duC6btvHqlQq+9ayt6duaS6X486dOy9MRN9JKcdG+2+1KHer8MmtecjzyZMn9+TTMZPJcPfuXUzTbKjMtoudWm6vOjE2S41rmtbohZ2fn38tsrB7iWAwSCwWI5FIMDAw0Jg30W68rh1sxe3dS8t6M+ypWzo9Pc2FCxdeYO7dJretDmzZLvwZCl/84he3leVtB1JKnj9/zuzsLBcvXuTatWtbPsZOye11gi/X3awsWy6XyWQyq6ZlpVKpLffCvuokvx78ioTmeN2BAwfWnKWwnaTN6zD5CvbYLT1z5sya8ZvdJLet9IbuBFJKnj17Rrlc5su+7Mu2bOK3CkiuheY2qo3az9q93laUy2V0Xd/0Bd/vRbkVrHVPm7ONvgvrZ2F9SR5fffdNdGHXa49aa5ZCc9LGNM1V6i/rrdXXYfIV7FP71XZ1ynz4SYG9dkN9WJbFzZs3G6J924ld+IH69RaF30Y1MjLC8PDwjq639f76bWDz8/MNS6erq4tUKkUkElm1+F43y20zNLuwY2NjjeEo/pDrdl/o1wntNra3Jm38ukN/0PN68bp2e0ullPv6QflKqIJsFYqikM/nGR8f37Yb2m4myY9XHDt2jK6uLt59993tXHIjXrfWovPbqHZzmry/qHwxgmAwyKVLl4APJro/f/68ISaYSqUan+ivu+W2EVqHozQPkPFd2Gbr5nXEdktBWuXFi8XimvV1juO0RZ6WZe1aEmM72FNy24tPQd8N9Txv226ob9lstK/vhs7NzTXGBkopd1RG0koam7VRbRf+uXxr8MCBAwwODjY6REzTZGBggIGBgVVFov6QY9M0icVib6zb1ozmF7rZhZ2amqJcLvPkyZPXzoXdjTo3IT4Y9Nwcr8tkMmSzWe7cudP4EFgvXlcsFvetgBdeM8vNd0OPHTvG48ePt02efinJegvAn15vGMaq2NdOyLq1Rs62bW7evEk0Gt1+rLBcQPn87yKu/QHi0X3E5BwUChzIVJGLeTxPciIYobZcYE4IvGSccqGE0A1kdwrLtlEiYUR/P14gSKq3l1p3N+VYjOnZWR51dRFYmXyUSqXamgv7srGbtVytLuw777xDLBbbdRd2r5Vy96KItzlel81mOX36NPl8/oV4XfM4wF1smv9Z4BuABSnlmXb32zdy82NQ7frurdnQR48ebfvcfkJircC63+K0lgLwTtBcHOuf4/Dhw/T19W3tONd/B/XTP4e48x7i0SzUJGgBxEIVT1MpewHkUglPE5R1A2s+C4aCkwxRnl8GBZSwJDf+FAmYUYWlew8AiEQMFosWAOFYjEw+jxYIsKhp2CufwGp/P0Y8TvTQIWKnTtH19tskz517I2JVa6EdFzaZTG7J6t7rroqX0Vtqmuaa8Tp/HODdu3eZnZ3dLW/k54CfpD5DoW3sG7n5BLPZQ9iLbOh6bVRbaXHa7jm3dY7iEupv/B2Ud34T5dlyfTzGPEgJBE1wQB6I4lUUDMuBaAhLeETTNWSvgR3yKE4XiBsKJHXySzXiuoIaUckXHVJBHV2xyaHQHVBRTYOqY9ETNHANk1q5DEJgWRbFUhHbdpi99kVqv1jDCAYRgNHTgxoMEj95ksTp0xz8hm8gcezYrt7DtbBXRLHWcTdyYbeShX2VxCS3i43ujZQS0zS5fv0677zzDpcuXeKjH/0of/Nv/k1GR0e3fC4p5e+vqO9uCfsWc9vIevKxV9nQ1hYs13W5f/8+juPsWbeBEIInT54gpWz/HK7NsQf/COM/fApRcpHLICM61DQYkoCOGC/Ut61WUaoaWqne+WH3h/CyErAQIYG0ATwUp4Z0QboeivRwbMC2UVIGleUqAIGQQi5XWrkGScW2CRoq+VoNajW6YmGm88WV37tUVRV7dhahKGTv3+f5f/yPXP+n/xTNNAkNDNB95gza22/vat/tXmMz0mx1YR3HIZPJtOXC7qWSCWxNBnwvIITgwoULfPM3fzPRaJSf+Imf4HOf+9xL71TYN8tN07R1W7D2uii3uX2reR7q6OjonlgB1WqVpaWlLbVRieefQvvN76H/yRJSj4FpQbgMqomYqROLNKzV+/Q68LT+f40yjUpCNQiUV/YJApX6z0MhyK78PBAALAKmgq4L+vrCaIaCVSsjCCKES0gx8BwP17Xp0hQECmnPQyBJuhZ5W2BIiauqyGwWJxYj/8UvUpqaovKrv8qdH/ohusfG6H77bS799b9OaIsu+Vp4mZbbRtA0rW0X9nWMuW0HfswtEAjwVV/1VS/9/PvulrZiK27odhe27yL6n7KtSra7iXQ6zb1790gkEvT397d1veo7P4D6B/8UUXHBAAoZ8NXizWJjO2F5eCkNZXnlQyKsAyuzSVWN+jQ0UKrlD/Zxa0RSEEwE0QIqXR4oBLEMSVRXkDUPWylSmAVHgaIHUCHcFyZXqFtzgZBCImiiuzamGaJWLKFrBiHLRovFEIUs5VCEkGNTjcfwFheJRCI4nkf50SOeP33KxCc/Sai3l+SJE5z5zu+k9+23d3ajdxk7Jc1WN82Xc5qensZxHDzPI5PJ7EkW9lUitzc2W9qOW9qMrbih7VT8rwdFUXj27BmO42yrBKOd8/qlJPPz81y6dImJiYnN68c8G/UPvhl14g8g7fnchNcXQVlxA2VVgAbCqR9L9LqwXN9OaB9IoKtlB6UP9H4QiQjhgxItV0KWPdyaBksVpAqZkoKsVdD6WHFdQQlHgCJ4YATBrkJYlhgbjOKmC+SNANlsmUA0gO6WCYUNbNfBVTV0t4oaDEKtjBIME6lUcZJxilWLkBDYmkK5VkPaNsWJCcpTU0x95jOY3d0MXrnCme/9XpKnT2/pWbiigoeLwu65YrtpEQohVrmwuVyOx48f71kh8V6LbLaLXVTh3RZeCbd0O26opmnbCpzWajXm5+dJJBJcunRpy4tgo2JcH81KKFeuXEFRlM2lhMqP0T/9TYip8brcaD8wtXJOr8lacyUMAxP172VEIgCpADGB+CMSVFAyEFaDiGcVKBfrx5usS5nKQYH3EIQL5gmT2o0KYh60BDhZ0Gp1Cy3Vp6Amw1hPC0jLZGmhHt8zjTJDQ0mUfIaJAiTCNnFNpeJIdMciaChY4TCGVUDEkgRyGUQsjuMCrkdcE3iahuW6lKsVVFVDzs0x/Ru/wfPf+i2iIyMc+dN/muPf932o63zwOOQoGh/HPPnfqAXmWEDFxQAZACIIGQOvF8UbIOr8D4S9rcnK7yVBKIpCKBTi+PHjwGoXtlwur1Ik3m62cS/JbStClc2CGduFEOLfAR8DuoUQU8DflVJ+YrP99t0t3W421I+bbaUR2ncRu7q66O7u3pFLu94DLpVK3Lx584U2qo1EMpXF/4B256/guQo+VbuREOpKnIwKeH0BlPl6wL8ajxEgj4wAQ+D1gJgHUZZ4A2GUm6U6QSYq9SfsgMwoEAZR8hB5GwIKVD0MWcFXxjOHQ+CW6enT6HMlcsGhErGo1EDWamgBhXgItFiU+YkMQsDhIZXMtEsgqaBJQThqYJSrdCc1csugKg6OaaK4NdBNNFsQ0XUqlo3huVRrNbrDOtlqFVXTKJdK6FNTXPvxH+fuxz9O98WLnP7+76fny7+8fiuUO+TNf4yifoGYWKa18i4vIlQI4KBhqrdxgcfG72HJHs6XPo5Be9piL2vYM2zswnqe90r1wm6lr7RcLu+KWyql/Nbt7Levbmkul2N8fHxb2dCtNN9LKZmYmGBhYYFLly4xNze362q8QMPNWKuNar1+WuXZD6A9+icIz0MmxcpMbVBKZdwkqJn69+6AhTIPUgV50KEyomNO2ygZcPpiaE/rQTkxW0KOgngOZEGeiSGu5xE1D44C10GpgHfWQ74L2jNQ+kCL6yRHXfQMiOc2xR6BtQBmpk59egBGR4LUHpWQsoJmKgwkPQrCJNVrYy/YDB1JUVtehlCYmOMS7klQsD0qAY+Qq5LUoOzYlCtQqFlIVeFQNMR4Nk9K11muVBhJxChbFjnLQstkyL7zDv/1T34T0SNJ+r5dZ+hvBNBRkJ5DQYRR8NBwcQhQJUFUzBASFbLeECh1PzvGPEuKy93gj3Ch8vfbes57GfTf6NitLqyfhV1cXFzlwjYXy75MbFWF90PnlkopWVpaolQqcfXq1W1lQ9slN9u2uX37NoFAoOEi7tZQZx++W53L5daN4a21n5L+EVT747Dyc82WuEkTNVNDCHAHY6iZOml50qDypTqGZRMslqmmNMTK4bT5PJXzOsEbNsIDV9dRTBtRA2bzyL66ZScnQfYaKAsWIqchNQf1CiQHImifL8JT8IaCiIkKphLEooySh+5j0F0zqTglFgCtZjM0JKiOQ+xAlblFj+RAEC+XJ2/phKol3FCYQC2PYcZwbZtayKRWtqhVLCygtztG0BNMzacZSSVIlyuMJaIsZotUbZdh00CaBulcrl7KN77E9N+D5R+H0T8LR38ctFDdinmmHcRWFPrEdOPeJpRpnjNMjCKGsFGkgq3eYEL/bQ7af2LT5/yqDE1eLwvrF8s298LuVvveRtjKtX/oYm6+G6ppGoODg9su82iHoPL5PLdv335hoMpW5o+2opWk/Pmk0Wh0wxjeCzG38r9Ay/+fCFVS6k4QXsrWf9ynEl2x1qRVxg0ISmeDhMpVrJAg8KhuSQWWHUonuwnfWap/P2dTO6RhjjuoWZvKGYPg+xbCBm/URMzXEA5UjysE0iDPS+RXgvouyIkicgjENIhIvUxEny+jjOgYCUksaiBvlAkqoMYVBg+a5FFwwiUSWUFt1MSZqtB9MIYRzZMrB9ACKrKg4kkXoWsIaYGuE0BnIK4jXZu52SKJVBBV1hiMG8zN5Qmp0B3UyTkObt6iP67glD2qHgirbow9/SWY+Xno++MQ+scDDB+YxUOwLFPExAdDyKMU8QAF6BPTTMnDzJn/kj77KkE2Hvz9qs5DbXVhfUXi27dv43keiUSikY3dCxd2q27pfpLbnjrwrQ9weXmZ9957j0OHDjXkoreLzWYhTE1NcefOHc6fP//CpKjdstzy+Tzvvvsuw8PDHDt2bNOiT98t9ZjB5QcQK9+LeKWxXcir4Br1x2KN6BS/MkQsW0azPKLZCrmjEeTKacKLS2ROxerHkKC6Ck6y/mERnLConq7HI5XnNWoXgngBBXlAofqtBlraRZ9U8PpBeCC7Q0gBYha8I/X9wueDBC0HJV2GqEB4MPjRCOpEhdhCmdRoBEoufVHQQxre0zzdOZ1oyMPOVXCEjtAVCAfwPEk4onAoGSRoudSWyggF+sIaSr6Gs1gkagq6Qzqa69JtekgghIcG9Kn15LESBCUPuimY+TWPiTPTPLhUIf8bNjW35UWSAea848zIMWblEFUZJi3CvB/8vzd9zntZaLtbxOOLUY6NjXHx4kUuXLhALBbDcRzee+89rl+/3lB+2S2ll32aWbotvJTopJSSR48eNSSKUqnUnkmNu67LrVu3SKfTXL16dc2A5m5MwJqenubOnTtcuHChrf7Q5nNa6l+gGneoGnUSCSk1yvG6xI4qJYUDA2TP9xIVFeJOieWxD8g5kS2QOzKIv1STS3myx+pBcq1iUe0HT6+zn5YXuAkTLyBwzppUvt4gtFxGL4CT1BC2h9NlIlWBMlvGe6tOjCJs4300ilbKQ18AxQVxLIo4p2EUSqAJtEEFI1BF7TZILtRIDWnoQ0HA5WDVYuxQhESyihHVielFBsMmfTUXRVgIRcOteRwejaI8LxCJGUhXcjgZplpxcCwPpwjHRgTZHFg2ZCw4NgiGrJNcPi8JxyHiQOmLcPtP2mRP3OPJ/6Zz2z7BYw7jChtDWSQqloiKPK6QRCiRVqf5ov4fN3xer4pbuhVomkZXVxfhcJirV69y/PhxNE1jYmKCd955h7t37zI3N4dlWZsfbB28TjG3PSc3y7J47733ALh8+XLDDfVLObaLtcitVCrxzjvvkEgkOHv27LoPYSfE6rdRLS4ucuXKlbazQb5bWuJ3cdXrCEVQTH0wjb7cVSe+YjSEOJTFCXzgNqfcOeaPpJArL1siN8P8sQ/cqliuSGG0fqzIcpX86fqCUmyL9NcHsf6ITjibRQ1o2BENrWxh9Wh4hooxX6PyVp1kRdZCRsHpCyIGyvWY3solKvkSoltHKbiI8wZKb5CACqEDDkJCrEvBSFoYvQqiO0qXYnMoZHBMd+ivQaRqgRAIRUCtzNGDcUJ2/W+OKJKx0RjeXJG+XlAUGEwJ5KTkcAIUAcM9kJsBijCUgoEYWDkoVuu9F4kQhJ5B5UeX0LrewfzWe8zNJTFXipoX6EEXdQu5QpD75qeosfEEtVfRLd0MzcQZDAYZHBzkzJkzXL16leHhYarVKrdv3+a9997j8ePHpNPpLb0LW7Xc9mvyFewxuUkpuXHjBocOHeLo0aOrHmi7s0fXQ+sErPn5ea5fv86pU6cYGRnZ1EXcjuVWrVZZWFjANE3Onz+/pR5U3y2d1j9BlRXyiS1T0utuZUrNMjeUQu92iDslusIZ5vq7G/v3WctkDg/jrizc/uwisysEp0iJ6abJ9dUXUmKmwOzXHcD6qig9pSx2j4mrawSKRSqDJo6pE1qqUjyx4sI+tagdDqAUPSpvJ1CDVaTjImM6YrGKezKG85aCHKyfWwnbiKkiWslBTYSQfQIzXUbvj6AYJqoo1FeWqoPtIAmA64Em0DU4kFCQkzlU10ZoMBwRkK/Hyoy05MAIVJbrtqkswclDkF+s3wehQNiAQBm6V1oV42FwXcg4EAhBUJFov10hNvJF9C99grhRIS/r97lCAA9BTWhMz02tOyLydbTcNjq278IePHiw4cImEgmWlpZ4//3323Zht3Lt1Wp1X2Wy9jzmduXKlTXLPHbLLfVH7E1PT3P16tW2lGy3M7s0nU7z/vvv09XVRW9v77aKfx1ZoiommKUPSf3+5FJ1d7QQ7MI44FLR69evCOg3lng2PIIr6o+py5pk7lAvtla3tAayiywePQCAYTvoQZuFk0mWvy7BQPAZmd4gEohmC+SGEjiGTixbongogKsrxKZKZE531Qt7cbH7g+h9JWqjOkoF3KMrMULNgYCBOl/CGzSQfWG4YCK7FYReQY5GkRqECjmURA3hBBAWiHIJqh5YNaQjCQ1pDCY1wksWakJH5BwOjoZgokokAYEwdAchlgVFg1ASYiaoT6B/WCEQgZ4olGfBdsAtw9EUqA44KxxVK0PIAlGtH6/2hxXER55w4cxnCP/nZZZIIYSg5nbh2h53797l3XffbVgx/rrYa3Lbb+LUNI3u7m6OHTvG1atXOXHiRFsu7FYst/1u4N/zbOl6VtJuuKXlcpn33nuP7u5ujh8/vuUC4HbQ2kY1PT29resWQpBL/hcM4eIBadlPSsxhxuaZyfdgJqvEZQGnX+FpboSxTH1o9QFlkpnRXpIzOYJ2jSFrjrmDPcSf5wlaNXpyz3h6bJSR8SnSb/WTVNJY1bpJM1BcYP5QN6lnGboKSywPxYnMVkgsF8ge7SZ2f5nEbJrckRSxJ8ukvylI1/0KilCweg2MWQvrTBKZLuP2RTCmS9hjoEgXyg4cNBELFeSAhawGUUoVdMOBMeCRhyyrULVQuiThvgBBbDxXIAGjzyQhbAoVCxcIe2CoIDOgAiMHoTgD3sq71SWgOwrP5+rfqyZ0BaC6DHEDEt2QKUI4COWVbDM5SSgIUQMqd0v0fc11uk6OM/5jl5j4poMcGjmEOlL/kMxkMiwtLfH48WNM0yQQCOC67p6QnD/HYi+wXaswEAgwODjI4ODgC+rMfha2q6sL27bbkg5/FaTq963ceaduablcZmpqisOHD3Po0KEtLcB23VLHcbhx4wblcpkrV64QCAS27dIqisJieIES9RjdAglcFBQFpgb78FasM014jCQmmegbwlLqFtqgXKA2GKIQrFvA/dYipdEwxWCdxOJmnvFvOEifnCJs54mp8zwdHMED+opLZEe6qQbCpPI5yv0BKiGTxNISyycHQUComGXuG7pJZfPkj/ahuh5uAlxTRZSKlI/ECWaXqQ1HMWYtvISLqLp4o/VFLqIO3iEDGalnVIXnwCkbvlRFfVsh3AdBt1qPuQkJfUG6e8Es1NCiEvOIQsoEY8XAj58RDJZAT9S/Tx2H6LxHeBGGD0K0B2IGVHP133sWxICxFChNSyoSrOsOVHKgR8CMQWCiwJU/9V/57kP/DOVTnwLqa7HZivEz37lcjnfffZf79++zuLi4o/XajL10S7diWa2HjVzYmZkZnj171pYLu5+Tr2CflXi3A3+S09zcHL29vdvSeWvHJfbbqEZHR1fpkO2E3GpGmkU5TFA8RBc2zxlF9yQ92jK5UJRCdZBR5x4Aw6Fplob6EPMefdYiCZmh3BNhIj/Cwewk3VaazEAXTyMHGYo8ocsbJ9ubwilqdBfnGatNMjk8QPd8mu7yPNmeKOVCgq5slkJ3F+W0Rs/iNNNn+jBxSEQrlESUeG6exeMpeh4sUzgeI3ozjzOkIh8IvKSNu6giQg5eSEEGbbzREEK6iH4P1wqgLlZBlXW/2rEQK7dZeBJPA0IKqqhCuB4DM7oFwYKLcCCYgthZMGbqL0xvH9hR4MnKTRQwYEJMh8nH9R9pBiR7wFup3+3RoDYKVUOFJy7eyrtnF+siAOEuFa8K2kSWwp/780Q/cgrlf//7yI98ReNZBYPBRkZ/bGyMfD7P8vIyz549Q1GURtFsNBrd1jp+3eJ5vgvrtyzGYjFc192wkHi3Jl8JIb4O+CfUDfp/KaX88bave8dn3wS7+RD9uQORSIRTp04xOzu7reNsFnPz26jOnj1LLBZb9bvtkpsQgpoiUQXM0c8gs1RlBEtIIuRQFRdCWb5on+NwdYK4zNOtzVMZMLmfOcKJ/GNCFBmKVXhgHOH4wmNmj3ZzyHzMY3uMY9nHJLxlnKDC3fBxji08ZqQySz7VRaWcois/QyVkMmP2MTg/TzYZxVVidNUKLH9JN12zaWphg7xI0pNdZulIF92P0yyfHSVRmyZ/YoDE3Rlyb/USLy5QOhNCdTy0fhd1SSJ1Fe+Yimq5YLmgCUAB1QUkeCBHdBRZQ0m72IEy7gUVU3UQDkgDAgOgvFO/X7Ibwr1QmqmLOCldEIuDsli3xsQJyFpgzH1AbABKr0K36yFtl4UY2CvWXXBIQ59zYNpBAYxucMoq+sNH8Ke+AfHWGZyf/Dnkobp6sE9AiqKQSCQaklj+5LCpqSkKhQKRSKTxYrc76Wk/Egq7Bdd1G1Pt13JhXdcln8+TyWR23FcqhFCBjwN/lLqMxLtCiN+QUt5tZ//9F31qE7lcjnfeeYfh4eFG/c5OCnHX2ldKycOHD5mcnOTKlSsvEJu/73YttwXqVmZBxrBkgDmRokiQ+xzDq7e606MvMh9O8UCrq1gElRpHUo+53XMCR2jouBwPPOYPP3KRA4FJAlic0h+w1N3Fs9AwmvA4JR8w39/DXKiXmJ0mYszzqP8IQadGn1xkZuQIiXIBN+4x8+XdDDvPWRgaQpceRrBEOpWgq5wmMzpEwF0i199NojJD5lAvZi1PeShFuFzGjdfLSmrHDWxPIrGwL6kQE3Vy01xQBdIUOJfDKAkL/6PO63HRSi5KEWQUvKMCNQdiCJwTCsRAWYZAAgKnIR4AJb3ynEIQGlTpSdWzqQAEIHoUQhkPuQzMQ4+ArlMQHdTQpx1oeuRuRSM2oCO6bFBAXruN+kc/QuD/82egXFrXujIMg/7+fk6dOsXVq1cZHR3Fsizu3r3bKK/IZDIbrpHXndya3d5WF/att94iHA7zqU99igcPHvC1X/u1/MN/+A+ZmprazumuAo+llONSSgv4JeBPtrvzKz/9SkrJ5OQk09PTvPXWWw2p4q0kBVrha8E1wx+8HI/HuXjx4roW504KgIsiQNFNEFGzPGYMEwtV5FCBO5xiQM7TLZYIKlUIwc3al3CsdoMAVU5E7vPYOETPfI5HQ6Ocjt4m50UYLxznROkO/WIRIvA0eJre7CRD7hx2RONJ+BRji/c4aj/m0fAhRmenGKw95v6hI+gjKiPmU6bNMYYyT1kYSBFaqhKWZfKpPqKZOaZGhxgJTbPcmyS+lKYQixJJFLHyQdweHWdRRw172FoIlnMopo1zXuAVTEQtgKIqqG6priVHEKlKnPM6asitZ2kjIA+DulL64ZwB9ZaHkCB10A+DugRi5d1wjwtEWWI8czEA66MactJBL9Z7ZxswIHQYYvNQGRFksgLK9XNERsAoOjDn1IuhI0AkiB7Q0D79n9A+e4Dad/7PlL7uz2/4PFvH3zmOs2rgcyAQWKXT5mMv3dK9np+w2fE1TeMjH/kIfX191Go1Pv7xj/PpT3+aTCaznWHjQ0DzU50CvqTdnfeV3DabgOU4Dnfv3kVRFK5evbrqE2OnhbjNyOVy3L59m6NHjzam+ayH7ZBbtVrlzp07iC81mDZ6OUQRgUuJMJ5UUIRHlBJZYoxzkAvcwMAmaT7nvn6IUMXimPuYI8Y418Y+QsWU1DCIKEUi8bs8D/dQLCQ5W7nLmHqHfCrK9dpZzuVuc1jc5eHAIXoyBY5Wxlnu6adU9DCHbJSBCoVCmCGe8qTvMKOLz6klghRKAaKlNOlUH8GQQjqaJE6esh1Dr9pIDayDQTxHwToZRKkIZMrFKxkYtUo93tZdwfUEaslBZMFDIAU4Rz3MxzauFHgpoA/kooCcxD0lQAqE9HAHQURBLIAwwBsCt1tFn/zgmcsBSHQ7lHUV9w/94B4YJwR6EdTJOpmFntoEh2FB0Qk6An22pUK/CHp3BTUE0lIRFYvun/xxIp/7JM7/8UvIkfYG3TTHpqCe9Eqn0zx+/JhqtbpqqPGbYrmtB1+Fd3h4mO/4ju/Y7unW+gRoO5C3527pVtV4fRSLRd599126uro4c+bMCzd0p3VyPqamprh79y4XLlzYlNhg6+SWyWR4//33OXjwIEVnEIRgkmGqMoQA7nCS57Jeq6YJj16WuMtJnnAIgJSSwQiV+az5EeaUHsxgjhF1milliPfFRSoE6NGWGEs+4l73IR4ah4lR4IJ5i6c9B3gWGOaYO04wVuBW90lS9hyFAZX0kRjDYpZotMzT6EnG5DjLPXHKpk4kVGA5OURSXSTXZRAPZ8nHelFTFdBU0sMJgjKPlTQIOXlq3UHUahV52MPTNKRQwPNQXGg0wioCa0RDMesdA05EIPsFig1ul4p3GtSiRK14OJcEilIX3ARwjynYF7UGsckwyIuAC2IGwhUX4wqIwyqhYwqBaYma++AdcJIC65hOb8AmOLw6LqbEIXAUtEJdOQUFvOFYfezh5Djhb7uC8S9+sO3n3YxQKMTw8DDnzp3j8uXL9Pb2ks/nWVpa4uHDh0xMTFAoFHa1bGKva8vaPf4uSYxPASNN3w8DM+3uvK8xt/XiZrOzs9y8eZPTp0+va8rulNyklNy5c4fl5eUttVFthdwmJyd58OABFy9epKurC63SRZ4oljTIyHoGNiLKuELhOudYol7QmyCPwOOL8kuoyBCqkBwwn/Gfza/joXsMS+pERYkRZYpZMcA7fCklwowYk/R3T3IzeZ5pZZjDYoLh6Ax3uy6DonBWucfjoROkzyY4EbrD0/gAk8YAY8Y9nnaNomuCeLTIbGyUPvUZk31jKLrDYnyMRHiGXCKF6POQQiF7sJ9wLU96uB8RkNQiEQIUKV1K4QRNPNOof8RKiVQVrHMRSDoIJNaAijuqoloSNymQfaAU6m6oe0KgSomwQHaBdV5DW/DQHQcvDvIcyJRAPKORiXXGFMxRiI64aLMfPBsvCVwBzZSYT+oSUPp8AePtOEQE+tkgRhBE+oNnJiouylQeeRpQ6srH5i/8JKG/egkWn7b13NdbN8lkksOHD5NKpThy5AimafL8+fNd6/uElzOztJ3j71Jf6bvAUSHEmBDCAL4F+I12d95Xt7S11s3zPB48eEC1WuXKlSsbquyuJ/7YDqrVKuVymaGhIQ4cOLDrNXKe53Hv3j1c1+XKlSuoqoplWYxkA/xBaoAgVSaVCCXgAM9RkMQpkJNJ0t4Yo8o9AqJMl5jnoXcYx9VJiAxj2n1U4THtjbAgujnKI7qUDBEesyC7mZYXOCtvcTB4Dyeg8AeVL+Fk/hGnxHvMd/fwpDLG4nCUw4GH3HQvc5BxYtFZ7lun6C3PEoqVeGgf5nT+Pnf7TnBs8QkTXafpjdzimXGAA0uTzCaH8EydGPMU+roIm3nsdJTI8CLFbBcyIKheiKHNOWiLVZy4AikXPVuh5mrYEQXDqE88sAcUtISHrIHbJfD6BHrBo9avonRJtLSHMVtfH16vguwD/b/Xp20B2GMqasJFG//gecjLIB6Dd3QlTjfe8nAMUHtymF8WRnla8ufpfLB/nw4JFWW2igwreIkQymIRdekRkf/5ItXv+kc4X7FtN6uxPkzTJJlMMjAwsGbR7HbVd1/GcJh23pfdkDuSUjpCiO8F/hP1UpCflVLeaXf/fS0Faba+KpUKN2/epLe3t+3xd9uBP4TGNM0tExtsTm7VapUbN27Q19e36vhCCA7Ph/hPh4M8E6PEySIQjMujmI7HsPYERXgoapon3kEs1+CcepO4Uu/T/O/2R+iRyxxTHxBSShykRJkgjzhCD0scEk85Jh6RlkluynOc4TbnQ9coB4L8fukjXCreYL53FBmSPOQYJ5QH1KTGu+4ljhmP8PQa96qnOcNtpuIHGSinWe7ppqy7PE/0k8hXWOodILm0wBKHcPsFkdkc6WA3fUxTkVEqozG0rItu2MgTAveIgVYuo2RdPEXBNhXUfh31fhUvKVBjHsIBN6VglBz0osRJCKyoRvT36/1UTq+C3asQXHCQAtykgkx6iDjo4y40WV12r4rTqyISksC11awluxTkkTBitoJ47qBQQiZVRJcLD4EgcBTEtA2LKxPESg6iXEQeCINuIco2gZ/+fpxbn6b6V38Btun+tSYU/Iyjn3VsnYEaCARIpVJ0dXVt2qv5qky+KhaLuyUx/jvA72xn33233FzXZWlpiQcPHnDq1CmSyeSenKtVavzatWvbylptRG7ZbJY7d+6sKZuuKAoBBwLyIDXxiMqK+r8mLFwdHjunUShzWBsnpFQIKRWuu+eJkeegMsFBdZKQUmLOHSJX66fHmKVfe85BngNwzb4MHpw1rnNceUjejXG9dpEz2k0uRL/II+Mgj9RjHJS3iYo803KMmoxzSL2DpZg88Y5xLHiPKSNFsRKgR5thwj5JQFXJqYOEkw9ZKscxlRCxzDLP9GEODMygZSwWU8NIB4LlCsqAh0wLXKnhqRpSA02rUYsKRNJBlgSVfh3RJVFmoXTEhHJdhLJ2REVzXILSxg0L7CMqxpxDcKF+v70+sIYUgp/xGhO/pAKlUwE01SUwaaPPuEgBlZMmwXs17DEVrc9FjHuIx4VVz0RUXWRQRX51GPGwhJhaozwoICDpIYUJNRvhSvQ/+C2U0gXKf+33Ibj19boZATWr70opqVQqLC8v8/DhQ2q1WqMVKplMvhD/ehnT5tvBfmu5wStAbpOTk1iWxeXLl9sugtwqHMfh9u3bGIbRkBr3SWqrC2E9cpuammJycpKLFy+u+enqu9Ff4Q7wSWUZzTO5b4cZ0ScJK2V0rT7h6qZ7hoQsMqpN0KVmAfi9zFcT1XIcCj/BVCv0huqxnxv2GSw3wDH9IYN6PWP+yDnCktPNWf02p0O3qbgB/rP11czTzSXzGrZUuc55QqLMEfGYOXqYEUMcVx6QV2IsiAOcCN/guXGUkcoiU/ohKqLMlBgkFHZZ0nrpUhaouQFmY8N0ixnypo7Ia7gxl0C5RnEoRnCphtRVpBrACxl4vQXIqzhhhZBWJe+F8U6oRNwqeSNI+ZRJqFjDE2APgtYlCKy4pOVhEy3kYORcAo6D1a2hVF2skzp62iUyU111r4UB5vEa1UG9bsHl1lgTJ0AmBdozF2U5D6eA9/ggF6cAZ0EUJSxU6mUrcRXpquB5qHPPiPzYKUp/7b8ie05saQ1tZd0JIQiFQoRCIUZGRvA8j2w2Szqd5unTpw0Nt1QqRTgc3vdmdR/lcnk7pR+7in1zSy3LYm5ujkgksqWpV1tFsVjk5s2bHDx4kMHBwcbPfatxK7JF/n7N5Oarkti2/UK5SjP82rq/5HXzCa8X4cwyYOaZloPYls6wOkNczRFT69LY14sXSIosB8ITVBWDwWiBSWeEdDFFRBQZCz+hX18AHQoyzP3acSKUOW7cp0vLkPciPKydZVCZYkBfwFSqPK6dRVVU+rSnRESOaXmAHEmGeUpNGDxUjjFsTLEgu5nRoiT0CeZJEaVCwRtAFYtkzCCeUSSZLzOv9mHFbcIVieiuUnASlA2JYbtkD5roWQURgMBAFiUL1aCBGnGR0wpOl0pyski+K4xbEcQWK+R6w5hBi4BtUw0ZlAc0MASxXKlBULVunfIfMYn/QZnQkw+C754KuaNRjJBDcL6CkgYjZON1g7K0sk1K4B4LoGRctEULFptitvPgfSSKeKeAPB4GLJTF1a6tyLlIw4MBBWwQxRLhf/Ixyt/5C3hjf7TtNbSTOrfm9i+oy/Y3z1Tw43nBYHDXZypsRc2kVCqtqu3bD+yL5ea7b11dXSQSiW0/6M3q5Obn53ny5Alnzpx5odtgu9nW5uLhWq3GjRs36Onp4eTJk239HSYKFyrDvGu4xN08IbWKalgsym6msyP0GYukQvMkIlkkcK3wFpZj4EqFgFZjMFbPhM85Q9ilLjSlwmDwCQfNZwA8rR1kudzDaOA5B4IPAfiPi3+UoFZhIDBDtzlJTSo8cc7hSpUj6mM8AXfss0REBVOt8sw+QlLNk9F7KbhRdELkRARPlCkTRqcbPariSoUFLUVXuILt9hLS8wgPKrokSpnSoIEqHZSyAoaJEnORJUFpNIDICZaH43RpOZbdOJmxKMlaAelAtjuKe0yQmshDBZyAQmkghC4tQmULQ9rUYibBpRqFsRBuSiG0VCWZLqyKwSk1sM6ZeFkBqos5YaM/rLQ+EgC8uI7SXYA/BeKdUmMgdjNkBDiuwpKHl4qhLOcR5TKh3/0WKn/83+KOfG1ba2g342KmaTIwMNBITNy4cQPLshqJCZ8IY7HYjs+5lesuFov7KlQJL5ncpJQ8f/6c2dlZ3nrrLdLp9I6UFnyCar3hvqx5oVBYN+u6kzYqz/Mahb/Hjx9vFG22i/9TifGldhePlcOMumki6iKa6mAmKmSJMFvsIU6OkcgkyWiG+dwIc+4QVimGW3PpDs+RCGfRo3X9n2lngOV8N0FR5VDkMWPJeorwWuECrqOSCGUZCtcbMB9XjuCoURSlyEFtghoGj53DKHgMqVM89w6wIFJERIYn3iiThDEIkhFhhEyiSJOikLhCQ1cKLNBNTTgktQpzshdd9TClQ1nGicgCHgqWKij2hUmVilTjBrFqiUrCpLeYYTHehVp2iRWKZHqiGJpFwi0wF0qxNJDACymkSmnipbrbLoFiV5j8l0VI3s0TzZahtPr+2qkAdm8QIV3MdJHKcJTQ53KIluS6kzCwjkRRsDFn87AiiOleiqC8X0SsLE1pgjizUjKy4iqznEf2gFgEPEnwt/4clW/4920R3F51KAghUFWVkZERgsEgtm2TyWSYm5vj4cOHBIPBBtltR0TydZqfAC/RLfXjXrquc/XqVRRFIZ/Pr6uE2g58cmsmL7+NKpFI7EkblaIoVKtV7t69u6odbCtIKgpvV3u5q1tkAmWW7VFEDlLmMvFwjmCkgoXBk9IptFIV6Uq0uIUWr/tXNUwe5Y5QLQfpCRboik4zmKiLCMy7fWRyPYS9MqPRp2SqA+jhAlOlMcqlMKpw6I3OEjVyZNwkS9YgioRB4xklGWHBGkGXNTxVJWONYCgmVRlBkwEqogtV1CjSgyqq6ELF9UIsEsKVeVRRxMKkKASmtCgQIUiVRS1IREszp+oYFYf5aAJtHnJ9YZJqlplwHyGlStIrUFRDzMR7cFDpX1qGAjiqynJvFM8URGolYk6JiFaipNTvvaMr5EeiOGGVcLFKOF9GX/ggDhd2c+SvRoh9oYjVpVI9YqJ5LsHZGqGZ5ReejzpbxL6qoF73cM4qaBkP0aLRIAAWQfaDcOuEF/ydv0D5m38Zr++rNl0DL0MVRNd1ent76e3tRUrZ6Jh48OABtm0Tj8dJpVIkEom2SOt1mnwFL8ly2yzutV20xr98a+rYsWONOY8b7bvVczfH1z760Y9uOV7XjH+q6ZzJ9DGoZDEDNeiCNF0U8l0EKzUS3XOo4RpOWLA8naK6YKK6HlEzT3d8kVi8QCxez/4tuz1UswmwIBpYoi9efxPnnF7uLx8nWKgQ0it0RxeJBgu4CKasgyxbcTTh0KsvIDUYrx6i6EbpUtOkZZL71gFU3UP3klQ1BZsgEYrY6BhSx5CCEDY5InjCRCOABihIyiKIIV0KRNBUF8sTxNQ8IgqLMsnpyFMW9BSFYIDoVJlcNErJDNJNlghlpiO9TA32oyouPZVlUk624So6ikIuEid7JUZpskz3cpquXG7NxIEVVKn0BnFCKouJJN23MxhT5XWfixvUcA6E8QLg/TGJ8W7+BYsPQGpgn1PRawIvGEJJ5xG2ReiL30LxY1+A4Ni218ZOsB4BCSEIh8OEw2FGRkZwXZdcLsfy8jLj4+Pout6w6tYb9tyx3FrgF+aePXv2BR98Nydg+dnKdq2prVpuzfG1YDC4I2IDiGgK/0AP833Lh0gG08SDOQLBKnYM7JhJoXYQuSDpiSyiGJJYz8pwZhTmnAHchRDVgkJQL9PTvUQoUbdAXATjpTHKhQgBpQoaDA1Mr/xOZbo8hF2OYigKQbNKRM+iGzaztRFKtTjCc5GKRs7twrajIC0WvW7C4RIOQUoEManhEAYcPFxqMogjggh0NCw0qYKQGNJDFxYGDgVPUFN0wpRBwky0i5IWouDFuRC9S1iUWTKTTBiDhIwiQadA10p8rBAIk49EcQyVEFUSboaUzJA0s1TKYTSnvgY8AfmeJLV4CE23CVQrhIsFjEoRKmDrJlY0hJn/gNykgNJQlFq3ju5ZRNIlzHwOVsafFq8GiXzhgzid1AT2uRiqXcLIrrBtJY/sBrEEuFXCf/iVlL7iAWgvf35Au3ExVVVXJSaq1WojMVEul1dptPme0VYysR8KclMUhcuXL6/ZTaBp2o5jbv5Eec/zNsxWrrVvu8TaGl/bro5cK/5MXPBzz2LcTtWoBIIoyx7BSoV4VxYjZMMALMhujJIgM63jUSUYLRCKlVF6i+grrbAZEizmBihXdAxsEqEMPf0LANhzcdKVHmqlMJWKgeOAoVlEwkWSwRyWIsjUBilUYziuRkCpIZQqZWlQUQVVz6Rmq2gueIqkTIAyITQcFCQKkqIXJSAcFEVF4qEJF88z0ITElDUUQHODWKqDjQFE0FQdywuT9WJMdxUZ1MZJiiXyIkZOxLAMg+yIQ7ezTMwtEWV1kN9WdMpGjKWzSUIZB8OrEissk3AykMu8cK8BdK9G5kQc96FJcTiMMOqTwyKVApGFtZ9RZLZC8XKQ0PUK5fNBTMvCyK42EQXUZZZ6QAgQlSzBm3+CysX/sqP1sR1sN57XKjOez+cbunUAyWQSXdfbPvaHLqHQip1abp5XH/AxMjLC6OjonkiNT09P8/z5823H1zZCLpfjr0/e5fvtc1RO5/BSCiXCFL0Q+oJHv1dCSeaw+13mZoLEBy1qxFkqdmFnDZQa6IpFJFwi1pUntjLcuUqAidIBqpkgVt4gVtMwdAszVCEZLhEI1OOcRS9MqRLBswIIT0cXDqqAioxQ8cBQPSqWQdU1kSWDWshFwa0rd+DQwwJxZZkhUSRMBRsNIcCWAWpKEFsGsTCxCJK1TWLKIDVdJU6WtBTUMBBAORRnXDlAj1hCUxySZJES8sEUJStCWutF0TQ0xUGnQljmCVEmzjKhYBZnKkiwWnzh/pbDEUrxILWgChoY0iZsVcjGehm8O/nC9i/s32VS7QkgTUHtY2FS40vrbuv0Koi+MKpTQVQctOJ76Pkfx479r9tbHDvATuN5Qgji8TjxeJyxsbFGYmJ6eppSqUStVmtYdf6ozlZUq9V1f/ey8FLIbS39NNgZuS0vL7OwsMDBgwc5cODAlvff7Ny+O12r1bhy5cqO3VAf/ifr7OwsExMTfNnF8/xsJcifuBFAiVQwuyroSRunV2WKGFhRAs8dzHwJPWATiFXQIi5a5ANXqUyAohPAmTUwPAXb8ggYVaKJPDXbJHHgA0umSpCSFcUtmdTKOoapkXcECh664mDoCiFP4nqgqCA1iaaC7Zr0yDkOi3sMaDPERY4cEXQ8YqJAiRBFoihoFAljESIiXBxRpYZA6i5VL4jnKQQVFYswEg9DVCgpHoqIUiWELh10bHQslK4oA7lnTTev6fkgsBQDSzVZOj5CKFPGNTQU1cV0S0RqWUJukRB1l7QZAaNKLpUkvvzBfXFUQbY/QSURIKSohMvLhKwKoXINyuBoKqVUgPDy6oLh8nACkYJgPguFAk5IoKoKaAZm+sexQ38etNFdWTv7BT8x4XketVqNVCpFOp1uxJ/9jonWxMRudkoIIf4M8MPASeCqlPK9zfbZV8ttO26plJKnT5+ytLTE8PDwtucibmS5WZbFjRs3SKVSu9rn6tflPXnyhGKx2CDNj4Tg75Y1/raIUyjE0Rcc9GqVQLyCMVylOqpTrcUxXQtNiaBkNayMAhWJIj10zcYIWwSSFQhX0QEXhSwJKARZzgziWCrVqoJ0BNIVIEFIMKoeIuohhYenOAhFpYIBiocuqgSVApeNdxnVp0mpaSqYCCnpFYv0ofDEO8Sy7EIVDlKBZS+BIhUiZPDQqQqTIHNYZpCaE8ERKmWZRBU2Cg4hFCRRLFl/ESpNEl6BsMskxxCAUCx0apjCwqCCSZmAqBGghh59ipZ20MvtKWo4qkL2eIjCXADCAYKySry4SLebacTaWqE5LlZXBCdvo9ou2cNR1LBHrJBdtY9WllgpBUwbw/MILv05Kv1/uK318qrBL3qPRCJEIhFGR0dxXbfRMTE+Ps7y8jLvv/8+uq7vdsnLbeBPA/+83R1eK7fUcRxu3bpFIBDg8uXLTE5O7khqfC1izefz3Lp1q62M61YhhODatWvE43HeeuutVQ/++0YkX3jo8SsxBTuoYQcjlIkgJjwCxSp9sQq5okvq3AJewkVLfPB3u6hUCFIhiCgLtIJCrSSQtkSRLk7JQVE8hABUidAkQoChSlRVIFSoCRVL6pTdAMKTnNBv8eXaf+dg4BlxcszIflxPMKDOg4CMjFOUUcbUem+rJwVPvEOcVOqiDRUZYJ4eFAxyMk5IWJQVG1tG8QigizIaLgJBTOg4UsdDBwQqLpqoIQKShLWIXInt1f9SiSIlDib19IqHqVZ53nec7uXnFM0QlhHE0gOoqo6ieEhRRZU1gl6VqFPC9GocYJqpgcMMP39CO6iZOpWIYOEj/aTSBZLlPBTW3lZPe1SPa4CLUruLq/wyqvdngVdj5N124XneCx6MqqqkUqlGL/Xc3Bz37t1r1LJevXqV7/7u7+bKlSs7OreU8h5szeV+aW7pVn6+FtYqJ9mJW+vLEDXDH1t24cKFTRUNtvqpVC6XKRQKnDhxgpGRkTW3+TdHJY9/X3DDEWBKSEpkl0KlK8QEIZRIgsqEjmY6iAoISyI8SVixMRSPqguK6aKGHcwhG8y6ZZp7lKDv0NwL53OBsgeupSFQsB2VgzzmzwY+ybA6RVSUyLkxbKlzQjymIgNMuwNUCBISFcKihC1VJApPvYOYSo05rwcXlayME1OKJMQyGZlAQ+IJmwo6FTTquVUbicqy7MYUFSwZRsEjKIoEKIDuUk25aMJujD/4oCFKoVmOUIbKRG6XiPgVvS6rZiashVR4inwgQqwpXucJKMaSZONB3KCGrtgk7BIRK49JlpSVZSGeIrpGNYljmJQGdALBKobiYisGimLjiR9kce4r6pp+mrav4+52Atd1N+3/7u/v5/u+7/v41V/9Vd577z2+8IUv7Fvs7ZWfoQD1T4Px8fEXykn8bOl20EyMnufx8OFDKpVKW/E136VtNzPryyxFo9EN1X6FgP/8EYcz/91gTiiQBRY8KAO6xOtWscMp9HPzAEgEEkGBtRecsECtQEh30WckNhKhS4Tm1f81JIohIQAJlvk275e4Kt4jSJWKFyDjxRlVphpizzUMwkqFMfG8cQ5L6jyRhxhTV2JjAp57Iwyp8+RlhClvEENY5GUCKRRqjkPRjhPTJbqiYQsNlT5CpAETiUCjRIkgVWI4XhJN1ECALh0QNSJY6PVII2GKqMIlEV7gaWSUseLzF+6DBziKQU3VsVUNW9WRio5QNDLHUywUC3i6JCzLdNfSxLwMMTIvxOp8RJUalmFiWPXETD4aodQbokdfJi5WitIllA0Nw1Mx1SWE8Ulu3/7SRtwql8sRi8V2lej22ipst86tUqkQCoXQNI2PfvSjbR//a77ma5ib++BD+M6dO7dX/vtDUspf3+r1vtLk5nkejx49asSnWtuodmK5+QTlx9e6urranlrfLrn57WZzc3NcvnyZu3fvbpqhjZjwXy5bfNXndeY8AVGlPssOoALpXJhgupdMzEF4EqRESBDSpzowdY+gIalUIZTwmHfBXrIwwzVcp17AgQLBgETq8NHop/griU/QoywjPcms248hHfrEfOO6phgipubpFYuNn7lS4YF3jEF1btXP5mUPmvToZw5DWNyXJ4iKPFkZoyw0FrUBLJkh4uWpuFXQAlhKF5qwEegYmORI4MkAQixxSMwQE8svKOp7CHIySk0GKRPAHukiVAZPuKjUCEoLU9bQsDBWvlrRE5tkrtbHYHn+hd+th6BdZGJ4BDPvoHcppJRpYuLFbG20UmY5HiNAjUj/v+di1/c2dAtnZma4f/8+4XC44dbttNH9VZmfsF0tt8985jOtPzqz5YM0YV/d0o3gk04ymVy3jWonE7D8Nqp33323rcEwzVir7asVfpmKlLIhs+QnFDbDoRj81kWbr/4dg9ycBFuACoGoxAoJppUoYVnAPrT2/hXqRh9N/1bUAAdHn6IaLrIgsZZMsgX4WyN/n4vRa/SIZSqeiePoHJf1icdlL8hTb5SSEqJLy1KTBh4CAwsdh+vyHDouD93DqMIjJMpkZJJRtV40XJBhJuUISZEhQxLXU8h63RSUCDoujqeRUEvkhEJRWoRlDhWJqoSoksIQVXIyiiVgWg5QoYsiAQJS4IoqSYok5CIhpUSQCla4TLI0hyHbl+pWBNR64zDxIrm5QiVjximYEWqmiaILoqpNQMszqMyS6UrQXVq7PEQC2XAKGdPwKGIpsxikUZQwgUCAkydPIqWkWCyyvLy8SoE3lUptq9H9ZZBbO8d/FVqv4BWw3NZS9mi3jWonllsmk2FpaYmPfOQjW/6U2axGzu9m6O3tXaXGuxVp9DPd8N/+uMXHftsgt1JeV7UEWMA8lO5FiM46WAEwNUHNAstipYq06UACAiaoAZgZHyX6pRmUqKQvOsWP8Xc4wlPm3F6ybpy4nSMmPnhZQ6KCrZqc1B41juXjuneOw8rEqmv2pKAgohRliAXZx6CYQQBzsg8FiSN0Mt4AtWqYsnARJszaGilDwZQ1VAUcIdCkTdkJ061nycgwj+3zFD2DlJajW5kkqDSVwYgAyzKJRYyaMLkbOsewTCOFR1VIDCkJSw8LFxcPRUoiEhRcLOozHYQpudF7gTAe6B5SqxLVcnSLZbpFmu5mqZEmKKHgC037FcUknxhESSwSMuqlJnn6AUib/5pY5a801nrzaEBfgTedTjM7O8uDBw8Ih8MNrbZ2tA630h61HbQbiikWi7teEyqE+FPAPwN6gN8WQlyXUm6oUrDv5OYPifEf+OTkJFNTU20VzW6H3PzBy7lcriHwt1VsZIH52da11EK22vJ1sht+/+uqfN2/lixVg9hS1OWww0BUoTqj452EWnwNy9gBtSYRFagUBCxJgmYS8b7L14/+Jj9w4CeIKXVXypEqg+40aksT5Q3lLCe1hy8ceoohBsWLQ4gecpRF2cugmOGA8hxXCgoEiYoiJUKUvBDz5VEUKXGFh2tJQqZOztKJqHlcCY6roAdqeF6YGibLpEhSpUebJaBWKcoI0+4oFSKEhI0h0gwyS1DUs7gLgUOMmdfbvsc+nhqHOJ+5uaV9etxJxmOjHMo/Jx3oJ58MEo9OE1GerdpOoUBJpiir7xCV372uJ6Np2qpG91KpxPLyMnfv3sV13U3nKrwqbuletF5JKX8N+LWt7LPvbqk/JEZRFO7du7elNqqtkluzYsjp06d5+PDFF7cdtDbs+/ATH+tlW9t1S5txrFfw05f+kO//wytMEK1bbhawLLGrwAOBekSipaDm1rOswgSpC1zf1AoCQUEFnb808Kt82+gniClFpJTMu/0c057wVDmE6jqMus9RheSWujaxVTGpeAEiSom8DDMth7CkSViUKMowY+pE/V54vVQIouGx7KWoiBBFN04NAw0QwqUkbYqlALFIjUJVIW6YRD2LrB3DRJBxeqm6IZRAkbyM8aR8FAOVgL7MkPYcZYWMF2UPGdmFLMew8bjHSbrUIgElT0QUUMXm93w49Jx8LknMW7t1C+q1g3kliqVEqakBiqpCQQ8huxz6A3Os52NEKDGn9FFR0m0TkBCiUU/mD3zOZDLMz8/z6NEjgsFgY66Cn418k8ltO9h3y01VVUqlEjdu3GBwcJCRkZG2Y3RbIbdCocDNmzcb8bVqtbrtyfGtFpiUksePH5PP57l69eq62dbtTOxaWlpCcUq889dq/I//JshnpxU8V1ByBASAILjPBG5M1g12D2RB1BUySkANcMAwJX/lK/8J33H0n+MhcKUgS5JDWl2yfEiZBQVmtCEmrAOElDK3vVN4noqiuriegq46zFgDBPUKFTdIj7LIoRXXdFF20yNsyjLIM3mAETFJTBR56h5EFw6eVFhyenDsAFJxEWoAR6lRRaFUNOkKKJSrOopZJuhaSMWiWksRM3NMuiNQiaHIMj3RCVThMuMOk3FShKjSZczRKxYgXG8QrVkxXC1HiTAFGaYiQ1RkEEcaaEKnJBQcIVCkJC49VGHhKjVEqIuAtYip6ZRUD1cDTbUJKlViaoGAUkRVPKCAQYEuoAvI2sl6SrYFNhpTyjBVJYatBHBxsGRxWzHo1rkK5XKZ5eVl7t27h+M4JJNJAoHAnpaZtBtz26WZpTvGvpObbdvcvXuXs2fPbnk4zHoWVCt8i+r8+fONT5TdyLRCvbD45s2bhMPhDfXjWvfbDFJKnj17xsLCAqFQiHA4xC9/V5Wf+l2dv/uplaxalZU6B0lgGap9wCHqT9Xggywr8P+68vf59hP/CkVIbFujoEUZEdMvnHfO7ueC2eSe+WtZhXF3jLPGncb3zXguhynLCF1KpuGS3pUn6FIyLHh95L0ot2qXsL0AAauKbQUwZQ1hqtgKVC2JZghqVUlIc0gYZayKTiiYZbEyRkLNkAxlmbH6sawUQpQ4EKoTnYfK0/IxMpUo3UYe6Vn0GvXeUUVAmDJh8UFhWiNYIFgVR8zEdA6oj9p6Ps1YUlOMeB+UoEyLQRaVQQJKGUWpZ26ldLBkH4vGAxSlf8vnaEazfNHo6CiO45DNZpmZmSGXy3Hz5s1GBnY3a8yklC9zZumOsW/k5rdRFYtFTpw4sa2pV5sRlB9fK5VKL5SSbFessnnfcrnMjRs3OHDgwCqduvXQrlvanGm9dOkSn/3sZ5mdnSWVSvG9X6fw1WcqfPM/DLBUFVhOfcJctSxgArAFyrBEL7notkIxJ/iLX/uJBrG5UlAlyCHxYj3YhHOAI8bjNa/JlQpVXnxR0jLBpBim4gYZ0etkuewlWaYbA4tJOULNNZmoHaC6GMN2FVRNoRoOEJA1ZEGBmEJJcfFqEkWVmNJjyRLEVUG62oWUQSKBeSYKYxh2gFhkkohRZMbpp1RNktBL9ASeEwvVZZ/msmPcrZ2m4ERQXBVPFUjhEVWK9OhZIsoSIfFiEVtSXWDaHmNI39rw5QNigjn6mFEOoCmSgJon1NK+oAmXjNBwlSKJXXYdNU2ju7u7MUxmYGDghd5PX5Ryp25rO5bhh8otbb0hfhtVMBhkcHBw2zd8I7KwbZubN28Si8VeaHWCnZNbLpfjwYMHnDlzhng83vZ+m53TL4Hp7u7mwIEDuK7LuXPnWFxcZHJyEkVR6Onp4f0f7eav/2SCT17XsJvNjxwYiw7VUxo1Q3Ds8F3+5Jf/WiM+tVTpYSw0wSN5BFmDY4E6maXdBDEth7ZOWf9NcY4xdQJLajxnlGW7m4SaZVCdxXAchvV6rds9jpMUWXrFIo+tQwS0KlkZ597El1DJx0BxqfTXqGQCFKMGmiuolQLEQx6WBwkhqXgepiap4qHUUhAoM28P4xUMursnqWghpjOjxNQCfdEpFCGZr/WzmO6mL1TAxSJq5omaLzaK1oAa3cx4QXIygucZyJJBSHewRBXL0cm4EVQUirqJhYaDho4gJDxKwgMhUfBQpEcIBxWLvN7LAeX+us+1Jk2qwiQh965Dwc9mtopS+pUBjx8/JhAINDKw2+3L3gzlcnlLpVV7hZduufltVGNjYwwMDDA+Pr5t93C9RVIoFLh16xaHDx+mr69vS/u2g3w+T7lc5sqVK1sy+zeLufn35siRI6RSKVzXXTWw9/Dhw9RqNRYXF3n8+BHf9bEqf+zcEH/n3xwmW1UpFwXBoE3lgYBnNtohmx/+rh9CV+tdHDPlAY6E6r2UPWIJAvDQOUpV6KAKYnaBvBrFcTVc6jJBEgXbU0mrSXJunAFlhj6xSJ/xQTHvspYiJvM8l6MMKzMg4I57EksaVJwQM+URZp8MofYIdMvFJkjVi1BQq4S8KrmSiSNtwkGXxapECUvKFUmXWSMzHyZ+SFDKBonGFlkmRXkhwkBsFiNUYbo6Cpkwscg0QwN17bFyIc6t3EWqtkpCrxE2snQZ8wTUDyTtTaVCL5W6e5344BnMVUcIBupWXVdrnQewSqGsaQl58sWaR0dqTIkhckRR8fBkGDxlz4L+ayUUVFWlu7u7kbn3Y3X+DFQ/A9uu1Hg7eBUmX8FLJre12qh2qum23jnOnTu366ax53ncu3ePWq3G2NjYluMZG1ma/mDqs2fPNuZPCiFeIGHTNBkeHmZ4eBjXdTmSyXD24A1+5KeSfOrWASq1lZfMgh/4zh+mO7pE0Q2zZKU4FBx/4by92iI3S6c5Fb4P/vvZ8u5dV89xjMcvxNl8ZImDFAwrM9Q8nQfyOH3qAhPuKGUZ4gtffBtXqGi2BEfFmw9hzIFbi6DFPWpWBOmCrEjCukeuFiSoeZQ8iU2MpaJBTHEomiEqMz30di+QD4RYWBqgN5AhPLCA7encnzlJyqgRj0+S0FdbbUsyRaEWo2RFCCIIqVUCTpZUeA5D/aCFL6nP43h17bitICpmcKSKgsekGGGBHkxsNBx0PBDgUsNxzZdKbq1onoHqK3r4UuOGYTQysDshp1KptO9ClfCSyE1Kyf379xvWTnPsS9O0bfeHtp5js4lXO4FlWVy/fp3e3t5tZ4LWc0v9iWCXLl1C1/V1ia0VqqoSi8V49uwZP/63QvyIl+Y7fiDEw2c6ilnk2IUHALgOpIylhmvajBn6ORZaP4helSZ9zL/Q+jTlDDFpj2AGawzKWRQF5u1eskqcPnWBaWuIEmHGc4dZvDGIcRSMGah5gvKxAAFPYjlBVK+Ml9OoKGEcVRIyJJYQSAuE6pG1Irj5MEr3MunZAVKhAnkjAnN9RJNzFIOCxdkjaFaNodEphJAsl/t5vnQEjSqDsTSx0DyKkMTNPPEmV1UC814v+XwCzw6CACFqTHpVus1lpKpSQ8VDQSIIa5KKAg4K3kqzW1RCVVGoISjIEL1KhiBlwlReuGc6DnjqSxkO0w5aFT38yfaPHj1qTLb3Y3XtrEcfH7qEQjQaXbN3U1VVqtXqOnu1h+b42mYZy+2gVQZpcnJyR2MBffgDZxzHaUixt0tsUP+E9N1vv5PjD34J/ttnPX67+svYDVdJY0qMYJUMTobvoq3ULbgIatJAE+tbzvesExwx6xbfNANMMULQrtKvz3NYe8rj6iHigQL3vOOE1RJxkeNx9TAxs0C6kuTx7ZOoJmhpqOUFIiYJPRcoFXDTAkuNYEwKpKdRDoRYsjz6U5JKSWAYMBdI0iurpIVNuOZSGKxhzEUxEmmKepSle330Ds+jR2s8XTpI1BYkup8T60mjai4FdNL2GFYlTM1S6RNF4qF5gsF6wF9VJMlYBvigvm0ifZBEJA14jXsFdZVznQ8MXKgTpLnyteSlCK6RgbbRKHn9FAmR2kPLbbOWwM0QDAYbXoE/2d636nwjpFwuEwwGN1yfH6r2K0VRGB4e3nU1XqgTxDvvvMPhw4fp799Zin0trFWYqyjKtqzNZrfUtu1Gw/7Bgwcb96DdhZ9Op3n48CGnT59+wQX42Jd5zAWvoQuH5VKKwfDKzIcwPOIo5VKYc+EbPOQYx8X6hcyOVHF0lT+UHyHslOnX5xnj2aq3uyxCXOM8g8osjlR54hwmYpSYqg4xPTHCwuwBPEk9k5sEpQAVFcySwE4BNRNc8OZVgn06FTtISfPqMuOLJrVYhPmaRiKvUouUCKcNNKVM2IhgTylEDi2TlVF41EdicA6vu8pCaYDsUoy4XqK3ew7DqKLrWcLUJZOWSGAXhshnA2iuQ188QzI2j6aujOiT2yMfvWk/R6pkGGRBROqzJpT62hdyby233YqbtU62z+Vy3L9/n8ePH1OtVhtjAZPJ5Avn/FBlSze8gJX2q+1gfn6+IVOUSCS2dYz1TPnmwtzdKiPxSdEvWj58+DDd3d2NxEG7i356epqZmRneeuutdXsOPaponkk8vHouZ5wC8XCB25yhWI3wBfMqipAIVyKkh6a6CFuiCodZbYAx5Rld5FebK4AtVe5XT5ALxhhklrITZI5+QlqF6doAz+cP8sWf+Uo0w0Ee0bGkJGiDVMFWIFb1UGcE1qCClpPU+qFaVFG6DMo4REyH3GQUKxPAGhGEljTsQwr2uEP4hEvlSZju0SUWCt1Ecy6hw0vkrRjVx/2EIznCB0o4wJTXj5oNwLJAFQUGRuZQdQc9WiIVrScMqihMOsPYuQjlsoZd03A5iqZLbOmhCA9FuIR1F1vx0HDRXBchXFTNQREuqnBxagrTgYPMkcQQFoZwVll+ALqr7mvMbbvQdZ1wOMyZM2caVl06nebp06eNsYCpVIpQKLTr5CaE+AfAN1LvzXkCfIeUMrvZfvtObn771VbgE08ulyORSGw7pe0XAbcuCL9UJRQKrenmbtfaVBSFYrHIzMwMZ86cIRKJbMkN9f/uSqXCxYsXN/yUFggqisMga8/ozHtxDgWa6rmaD7VS/DsjX6zdm5aDTMphurwMqWAGG42MnaCoRDAUi5lqP3O5AT7/M38EB4FV0uARiBgYCw7VboXoBFiWoBARBEsSxYbgrKSaEoiQTiEcpGRLlCWTmmNiRDUWayWi0yrl3hLMdhPtybNU7sJcdNBPZqjODaBUaiSPpJl72g/jCt3BEqGuNDJRhQQ4aExYI2hzQap5j0QkQ2//AkKRaJqLFs8RjMOzuQO4KblSFKPg1ed3rSGYtBozDDKoTBNZ4557UsUmjmHrryW5NbdetVp1/ljAmzdv8j3f8z2Ypsnv/d7v8fVf//W7RXKfBn5ASukIIX4C+AHgf9lsp71rRGvBei/vVonCtm2uXbuG53lcunRpR5bfWhZYuVzm3Xffpa+vb119t+30iELdlVxeXubSpUtEIpEtWWyu63Lz5k2EEJw9e3ZzLTkEFiZP5AWKrM58WWj0uRvrl1U9k0HqzfFlJ8B79iXer1xECBhVpohoJRxPJVeNU1GCSATzTi8LpT4++zNfRc3W8ZS6Qoma9sDxqBVBK0gqeYGsQegpONPgznvUhCCQA+u2QJlWqc4HqNkmOKBNKNTUCNnxIEUZppQPsByKkX8SwzquMHevn5qi4I0Jph4NodkRzEM1CgMac0ov4/fGmL4xhJ0PoBoS2V/GPFalMhjkceUwEzOnGH92lEymXkge2+ZbIVsyCJbUee6NcN85xQOO8Yxh4rWN41U7wcsit1b4YwHffvttPv/5zyOE4L333uOrv/qr+bEf+7Edn1tK+btSSt8C+jww3M5+r4Tl1i45+XVghw4dasTXdio13rxvOp3m3r17nD59ekM3t922Lx/+JK1CoUB/fz+apjUWYjsLvVqtcvPmTYaHh9vqhACoECbGIogaMwwiZYxB8YAoJebkwU2r8P+f9t48PrK6Tvd/n9orSaWyb51O701vWXqTHRRFEBrSLCMyKig6g3MvqNMyA4oo/EZB73ivCDPC/Y0oeC8zOKSBhm4EGQZFhAEaewu9kKSzb7UkqX07dc79I3xPV9JZqpKqSndTz+vl6yXdXVWnklNPfb6fz/M8n055KTGdEUegkurCQWqkwQlHU49SyPH4MopMY4TiVkb1RThClbzzq3OhSwdqFJ3dhKKOuxvyusKoBXriDoiVSJhHVAJWkPQSUbeKVRcnUKfHUATxMQlbwIR3SEK3UoURMJkkIvl5mI7oCa4NYnjHiPVjflyHyyhb5MFjLcB62Eb+ahf9zkry+wqID0YpWjGKZe24vs2hFKP2G1FGoahsjMIqL8Z8GfJldIAHOw5vOWPuYirjBcQkBUVVyNfJWBUZWS8j6WOYDFGslggGY+RDr+k4dCqE4xb6w7UEpHwM1lhCGrqEOWDA7XZTWlqa7uUpQPLez7k+dzL9PLPZjF6v50c/+hGSJM1rL/E0uAX4TTL/cMHJLdkNWA6Hg/b29imjxtNRufX29tLf38/mzZtn1a+l0nMTk9yioiKWL19OT0+PttMxmZvb6/Xy/vvvz8GidmJ4Y0QGaYQhdRHtFGNR4T2pmBgGFPQYwzqCJh0S44cwPXG80XxWFHSz1D4xvqc/XIPbUEKh3otFiuCP2vCZ83H4Kmj/t1WM/UshmMxIRpW84gD+WiMYLARGTOTrZRSDRKFHRpVAF9dj6VYgAkFZwtYfI1qqI1KpJ29QBTcYbRAslJA+UGG9iqKaoFNPuDiArq8QfX4Qt6GQ/OMxdOu8RI8uJeg1oW6Q0dWaGIpVYDwikaeGyF82imGRjG4R+ClgdLiIvICCzhSiuGYEnU7FXBhFHjMQqT4xMAqgJ4Aepohzj8s6lJgONa4jHrLhttrR5asYmDhwUlQdS/SLMJnG+1XDw8MUFBRourL5pvBCegcKUz13MsQ5eWiY7ErMyRHjoMWMaxHjkiTdzfjQ+slknjNr5DbXY6mqqnR0dDA2NsaWLVtOugnmW7kJ474sy2zdujWpmyNZcgsGg+zfv5/ly5dTXl6OLMsUFRVp+VylpaWUl5djs9mm/Pk4HA7N8J+qqFLl5Mm0QYoSJY5NGqMk8S+m4nLpRIBPXNVxPLqMiGzCnu+nGA+qCm5vCVKRjNNfzvE/LaHj3rVQoEOSVJDA77KAK4axIYYi6dD1BYktMhHp12OqipE/IuFbnEchcSyOGL46E8Yg5PXHifXHodSEbjCGXjESL5Ao7FPw1kmYuvVEV9tQu4MYGsH4vhHOCcLRUga6itBdpODxFWBrjWKp9COtjeDFiidkRXcIiq1+8paOYayUP6QgM32+WuJDBmymAPnm5CfheoOC3jB+LwwHjZTpTvzc5WgeAaWIIV0+itHAveFFxMx9GqGJFN5Dhw4BUFJSQllZGQUFBXOq6hbqWDoZqQzHBKaIGIeEmHFJkm4GtgGfVJOM1lnwym2mH0Ji4sbmzZun/LfzITdVVTl8+DDV1dUsXbo06V9IMuSWeMS12Wzat+rSpUtZunQpsVgMl8tFd3c3fr+foqIiysvLKSkpQZIkenp6cLlcmrA3VTgoxa+WYpFclCYkyQYooFQLH58aYcVMad4IwZiF47HlGM0x8sxhLOYoqgq93sUE9WZMxXEGfIsY/EMFxz7XBIXShwkYoCp6QEJSLRhaw8QWGZBDenT9YWRDCQXuMGOKHbPbT9wjESmyUugIEy4zEyrSoTpiWPUKoSIDNnccn6QnlK+gO6onukrCdlzFt7YA074Q0S0S0lsG4n4jwUU2rK9HkMrD+DaML8/Rt8bJC4ew1ftQ61VGKGDUV4C+VyE/30fhEi8GWxyDLU7Ib8FrtkGkFNWrgyDYdAqhMOiUOAadTHFRlKgUw2QJY7ZG0OvH7wWTKcKop5iYaidosRC0nCCa1bKZqqjEobExqqqqkGUZi8VCXV2ddj+43W56enrw+/0UFhZqJJhs9XMqkJvoI6cTkiRdzvgA4WJVVaeekE2BBSe36SDkEsKDOh1S7X8J+Hw+nE4nS5cuZdmyZSk9djZy6+vro6+vj02bNmEymaaciBqNRqqrq6murtZG606nk7a2Nu3Gr6+vn5coMywphClhRC2jWHJThhvzDDO/sGImoOYzJFcSliwUGrzYjeNiV0WV6I3XEpKsWOxRgt4CBpxFHL+nhsH/fw1Y4uSZgwQjUSwmhXDMjGSyosoSIW8etvgoit1A3G3BUhomGtRjtoSIuw3olSjGgQjeRVbywmGi7wA6C/pgFII6/LV68oejBKqM5FlVgsclAosl9IdUQmssWA/o8Y/JKBErdEiEGixgtaB7M4bREIJNUXyGAnyefMpdUZQCP+a6CPI6HR7sBF12TN0yBTUeRodsmDdGAAmpfLxACHw4KFA+NNEPJpS6qqqiBnVYYnpGTEZ0eZM+2CqEYha+5rfT2trK2rVrKSwsRFEU4vG49j+A8vJyKioqkCQJr9erkZ1Op6O0tJSysjLy8vKmJY9Mk1syR+dgMJiJLLd/Yrwn8MqH7/2/VFX92mwPWvBj6VRwOBy0tbVRX19PYWHhjP92LktihoeH6ejooLKyctbnn+41pyI3VVU5duwY4XCYLVu2ACQl9RCjdZvNht/v13ow4rhSVlZGeXk5+fn5Sf8c4xQhqSNIEugkhTGKGKQKPQoRpQyPThrflKWq6BQZdLLWHPcodmo+TPlQVIme+GIikgWzIUokbGbYW4bz9yV0fclKyFsBjFFaFMM94CLfkk94wEpBnoG41UmkOA9FLSA4bKUg7ob8ApRuI6aaOIE+HfJSE7peL9HSQvK9fgIxA8VmhbEBH/7qAsxWGXkoSqTGCO1RgmvMEFDRFyro8iDSriIHJGRHHoRAalBRhySkVhXqDUTshcTel7FGwrA2gnPpuJ/A9oGM2RPCVO8nVqYSKzMQoBRHXzmm/TEMURm7PUaMGKaCKObSCDrLyb9zSZKQ8lRcPQUY6sa/OOSggUi4gLFwPhG9hUtQMbbuZd369dr9ptPptMGScKYk3sf5+fnYbDaWL19OJBLRNrqHQqFpBbSZHigkm+WWbnJTVXXlXB53SlVuqqpy/PhxRkZG2Lp1a1LfFKkcS8Xzj46OsnXrVnp6euasV5tMbrIsc+DAAQoLC2loaNBu2mT7D8FgkEOHDrFs2TItLmbZsmVEo1FcLhcdHR0Eg0FKSkooLy+fNZvr8siVPGF+kzzclDCGhISZKHpUFF3sRLqFxEmGeInxBvhwfDFeyYTZEEOv6PHEFxNTrah36eh/yoMRkI39FBbq8bjCGLCjyDry8hRCoQBG2YzJF8eyyEFAshMftmCsCDDmq0Hq7SEm1ZHvHiXst2PLG8WnFGKpiaC0R1ClQgr9frwUQDSE2aBDLjGS3xcmUGch1hlBt9ICb8uETUYsikJ4iQ6pB1SfirpeAqcKh0E9S0+gogDdQB7G3jDW9WF8tQZ8tTYkTwHm96LkV/sJjlhRGyUimIhgOikTxDCqgE/BEIljiMvYrRHiZhmTNYJe0RPuKmVQtRGxGsd/53qoVhS+efhd6uvrp9R8id+hXq/XfMXxeBxVVbWqTpIkKioqtIQbj8eD2+3WBLTCH5psmORckOyw4lSxXsEpQm6SJBGNRnn//fexWq1s3rw56V+SXq8nEonM+u9kWaa1tRWLxcKmTZvQ6XTzchokPk6EVi5dupTKysqUrVSjo6McPXqU9Qnf7AImk4mamhpqampQFIWRkRGGh4e17Ujl5eWUlZWddHzdqtTRHQvzsvEIAUopYpQCRk4ycwPEVAMBNZ+QakWHmZhSQK9agGqQ0avQp9SgYOET8VruUGuRfioxfFeIH/ygnT/9aZDhYRWLJQ+DQY8sq8iyEYPBgMUSJxKJEe5TKSh2Eo/biA+asdpG0Act2PIcBN12TDEfvr4S8pYFCB6PE3PnYTEH8Ur5FEpBvHl56CMhDC6FQJkBW18IX7EZ6dkA2AtgQEZeboAeUGQJ1qqYehXMuji+OgOqGzgYQ11jILIyj0jQivWPUbCH0DfIhDeaCbqthIcKsHrixCUZXb6MrjSOoUZG/fBTIufrIF+HjAEw42e8Qom3mwmWJnwRh0EN67GFJP6/sb1sSmEgJO5LQPuCjMfjE+43m82mLYkJhUKMjIzQ3t5OIBCgvb09bcGUicj0ztJM4JQ4lkqSxLvvvsuyZcuS1nEJJFO5hUIh9u/fz+LFi6mtPaH/m+ve00RyGx0d5fDhw6xbt47CwsKUrVSDg4P09vaycePGpCQoIptL7Lx0Op3s27dPC7EsLy/XPkjXy6u5Ul7OP5sOcljfhZEyVKLjWW2qhFGRiOjAICkTSU8fxq/kE1GsyJKREqWCHdGlNHHCCVJZaeXhh+sBeO65bh55pI/jxweIRFTicQlJsgD5WK1FRKP5xHwKFouDKDZijiLMhTJjx0spW+nC1VeGrnKUaF8BeWY3QYdEvNSKGR8+XSGG4ChB7BjzIzCgoCgqvBomXmbFHIkTz5dQ3CqFhgjeMjOWjhhhI0SXmLB0yuMrEdcaUQMq/AFYLhFaPH481f1JJs8QJOQuQF2tm1itBYGjCuZYnHg4jl4vo8+TyauKIdvjqEYwenR4rUbo1WNTJLx+I6hglVR+Evw9S6zjdrmysrJpt1bN9PsGNFKZqqrT6/VUVVVRXV3Nu+++S0lJyYRgynTFjefIbQ5wOp34/X4aGhrmlN45G7klks9kndhcJ62SJKGqKv39/fT09Mw4OJgOQuLi9/vZtGlT0hOxxGsQOy+XL19OOBzWMuEikYjWgC4qKuKO6CacrOVB859xSB50Oi9IKnG9iqQaiCj5RFUzkmRExoAOE0bVylLVzLVyBRcoMycNb9++hO3blxAMxnjooaPs2eNgcDBMNKqgqj7MZhOyXEIopGDNCxMMFBMNerCYrcjOMFaLj5Ajn7ylYeS+AkxGA4ovTAQLZkaJFBXD8AiU27A4/UQ8NgrsMYJeMBeG8Up54PLiqyuEjgixIqDcAvsjxJbqoVgP+2VMJRLRJXqIgvSGirQElGID/j8UwmIV3gWioLeoUArxMgkKdEQMOrAaEWrMoAtwqOg8cfJlFVU1gE7Cp6oQlFhClJ/kv8Mnzx//vYpdpGLDvPiCSlXbNlNVJ/7bbrdTXFyMTqc7aYmM8H/OZeHz6baQGUCaRTKS2qqmGaAoyoQkDbFDwe12o9frWb169Zx+KKOjowwODrJu3bqT/k4Ic5uamqb85hoYGNCCJ1OBqqq89tprFBcXs2HDBq2SS8VK9f7772OxWFi1alVGlOputxuXy4XH48Fms1FeXo7JZOLVvlYONhrpMhkYlqBQtVClWqhTLDTFCzhXsVEwXSplCggEIjzxRDu7dw9x9GiMYFCH0WgBClFVPaGQHb1eRZKMBIMW9Hor+QUegoESFNWEoVAFg0LcbsZo8SHLMvoxCCll6AxulPxSUMfQVRShRINQbsZkhqgkQ7kVYyhKrMoARh2GYBx5uR6s486ISIEEdWDuU4m0j/fGDKUqcgVgnvi7MERUlAAoFqBQgkqgkPG88k6wmlRCIxKEwIjK5xd7ublwPxs3Np3UKhDVtsvlwu12o6qq9iU0ndYxGSiKwsGDB7Hb7dTU1EwQ0goXjKIojI6O4na78Xq95OXlaVVdMiR78OBBVq9ePWsF+Oyzz9LZ2cn3v//9Ob2XSZjXB2NBjqWi/2U2m9m8ebMmap0LppKCiJy0WCw2ozB3LpWb0N4BNDY2at+ayRJbJBLh4MGDVFdXTzgipxN6vX7Ccl+v10t3dzdOp5MlhYWc3V1FWVlZxjL0AfLzzXzta2v5+MclwmGZgweNvPqqm717BwmHTUQiY1itekZGCsjPLwCGiMsWYjEdZnMe4REbWCPY9T48nXqImTFaTaD4UYvyYSwE+Rb0ozEUkw5GdJiLo0Tz8qDTT3yxFVwSRKPIK0zQp6KTZSJnGZBGVPJeimMwgFqoJ2qVkOMS9KvgVyEqYatS8eVJyCXSCWOCDPSD/phK3COBDmIq6IIqW8rjfH9zHwWBHpqaNk5ZiSdW28uWLTtJ61hYWKhpHZOt5IXnuLS0lLq6OgDtnkys6CRJ0io3SZK0hc+tra2oqqr93XQkm8rO0o/ssVQ03+vq6li0aNH4RSRpwZoKk/tmYsFKaWkpa9eunVWCkQq5id7dkiVLCIfDKQ8O/H4/ra2trFq1Sks/zTQkScLn8xGNRrnwwguJx+M4nU6OHDlCLBbTXBKFhYVprSDj8TiHDh3Cbrezdu1SNm2S+NKXxv/ugw9G2b27hzfe8NDV5cDhGEJV8/D5iigsDKEoeUSjfShBPVHVBLESrNYgoXA+ZkuA6Gg+1hIPoVAReVYvnpAdkzKKX1+MyedBLragG1XQEyFWUYC1P0JIp6KEFGyDcXwuCBTqodQAYQlCCsgqunwdSpkEZeCTJfACw5BnUAkijVdsPpW4HwiDIaZy3gqFBz8fIS/Si9PppHHjxqSV/IlaR1VV8Xg8uFwuOjs7tY1WZWVl05JFPB7nwIEDVFRUnNRLnnx8nUx2ZrOZxYsXs2TJEmKxGCMjI/T19eHz+bDZbJqAWFSfqfTcToWIccgyuYme0OSNUekyv4vFMCtXrkyqf5eKAHhsbIz3339fGxw4HA727t2rNfFn06CJJq/YkZANJEYkbUz40NXV1Wn7Lt1uN729vfh8Pux2u1Y5zMejKL5gampqtC+wRKxeXcyOHcXs2HHiOv/rvxw8/3wfR45E6Opy4vEYCYUsxGJW8vIUVLUIq8VJNFqMxewj5CwA8yhe1Q6ql2hhAVI4SDRPD4EIqkFBVXXQNkpMbwTFCqqMYgd0OjAa0PerxEMKWEBXoRtPMRkB+sBqVQnpJCiHoFGCYeCD8QUxq6sVPn+xzC2fiGM0QmdnJyNeL01NTfPa5FZUVERRURErV67UeqhtbW2Ew2GKi4spKyvT+mnxeJz9+/dTVVU15c9YYKqhxFQCYqGlFF+Gbrebvr4+JEmitLQ06eIjGAymPBTMFLJGbrFYjJ6eHrZs2XJSwGI6yE0Y61NZDJOsFGRgYIDu7m4tHFJRFDZs2KAdKzo6OgiFQhQXF1NRUXHSVKynpweHw6ENHrIB0dezWq3U19dPSbwGg4HKykoqKytRVVVzSXR0dGA2mzXini4QcyqEQiEtiFNEn88GSZI499xKzj134qYyVVU5csTLW295ePvtAXp6VPr7exkakrDbLKiqiXhgDKPJiDwcQo7pUJQ8jGY9oaiEiglzYZSIqgcTSPo4waAe8vQwGsdSKBFQJTBJKA7G+2g6oBBCFtAHVUo/UFm/KM76xfDZL8psPkudcH3t7R2Ew2Hq6+vTKr2wWCwTFgGNjo5qDhaz2UwwGKS2tnZGYpsKoqqbSUCcl5dHQUGBprN0u91Eo1H27t2r2cKKi4unPDqfSsfSrA0UgGn1aMJiMpcelCzLvPHGG+Tn59PY2JgSefh8Pjo7O2loaJjy70Xl4/P5tJt3uv5aPB5nZGQEp9OpNfHLysoYGRlBURTWrVuXMYHlZIgI88rKShYvXjyn5wgEArhcLpxOJ4qiaN/sM5m6fT4fra2trFu3LuldrnOFxxPjrbf87NsX4cABH+3tKnq9ndFRM263EYvFRChsAZ2CwaIjGtdjyo8iG/REMZKfLyNZ9ATRgQ5Ki1TMdigtVGmoU7h0S5wrzleYrn8uFn7H4/FZ2x/pRCwW489//jN5eXlEo1Hi8bhmuLfb7fO6jkSpifjSV1UVvV7Pe++9x5YtWzRb2MjIiHZ0Fgm8AHfddRfXXHMNn/rUp9LxdiVJkv4BaAYUwAF8SVXVgaQenE1yi0ajU+5R6O/vJxaLsXTp0pSeT/R1RkZG+PjHP54yeQQCAdra2mhqajrp7xLTeFetWpWS40BVVU2CoigKBQUFVFRUpFwFzQXBYJCDBw+mVDnNBlGhOp1OAoGAdkQqKSnRfuZip0M2j90wPhF3OBw0NjaeVEk4nXG6usDp1OEeUfEHdcgxiYgcQVZ86PBQUiyzaaOZ1StKk7a3jVeURzAYDBmZdk+HWCzG/v37qaur09wKorXgcrnwer3al2ppaem8fMmJUpNAIMDRo0e15eai+guHw7jdbtxuN+FwmJ07d+JwOLj99tu5+OKL0/GWJUmSClVV9X74H18H1iXjK4VTQOcGc9uAJY4/tbW1BIPBOVVF0x2Hw+GwJvqtqanR+g3JvkY4HKatrY2VK1dSVVVFMBjE6XRy6NAhVFWdk1c0GXg8Hg4fPjyl02E+mGzyFxvM29rayMvLw2Qy4fF4ZtzpkG4IK53f72fjxo1T/m7Ky/Wc4Hfxc1YZz1EvBUqJRCIntRYSe1uToSgKra2t5Ofns3z58gUlNji5teD1enG5XNppKHEokcq1ivceiUQ094zoUU8lIFZVlaGhIR588EH+5m/+hhUrVvCXf/mX3HjjjfN634LYPkQ+KRRcp0Tl5nQ6GR0dZfXq1Uk9z2Rh7ptvvsl55503p+s5cOAAW7du1f7M4/Fo6Q12uz0lmYd4vLi2qY5mwivqdDq1D1MyXtHZ4HA4tCN2JiUeiRDHdofDgdE47qcUdrB0E/fk1z127BiKoqT1SCiIW9yPeXl52vsxmUzaSaGoqCjlU8Z8IHbmLl26NCWheyQSwe1243Q6CQaDFBUVaRV3sj7RAwcOsGHDhgkT0KlsYeL4euONN/LII48Qj8fp7u7mkksuSf0Nn4AEIEnSD4GbAA/wCVVVnUk9OJvkFovFpmzgzyTEnYy+vj56e3tpamrSPsRzJTdZltm7dy/nnHMOMG6F6urqoqGhAYvFkjKxDQ0N0d3dnTTBTNWnKy8vp7S0NCXHQk9PD06nk4aGhrQvo54OgtjC4TDr169Hp9MRjUZxOp24XK60EnciFEXh8OHDmM1mVq5cmVECFX1Hl8uFoihEo1GqqqpYsWJF1io2QWzLli2bV5tBxGq5XC5GRkYwm81aVTfVvSpORkIdMNtzi6HH1q1beeedd1ISxk+Vwgvw/vvvbxcpvACSJH0bsKiqmpRC+JQgNyEyra+vn/axYg9BJBI5aUHKXMlNVVXeeustzj33XDo6OvB4PDQ0NKTsOBBuC4/HQ319fcpWKvEcXq9XI4dkppWiqR2LxbI6sBAEYzKZpu05JU74xsbGKCgo0Ih7rgQsBKvFxcVZrZzEUiKbzaatZky1CpoLIpEI+/fvZ+XKlWnXRQaDQY24Y7HYhKFEJBJJmtgEPB4P1113HTt27OD6669P12VOuLEkSVoC7FFVdcM0/34CTpme20xSEDH9Ky4uZs2aNVN+mOaycEN4RA8cOIDFYmHjxo0pOw7EB91gMNDY2DgvnZPdbsdut7Ny5coJfTpFUU7S08XjcVpbWykoKGD16tVZqySEQ6O0tJQlS5ZM++/0ev0Ek78IB+3p6dH+LtHkPxvEPVBdXZ2y/GE+mOpImFgFJcpmysrK5m1QFxDEtmrVKm2FXjqRl5en6R3FCWJwcJDDhw8TjUapq6tL+r34fD5uuOEGvv71r6eT2ACQJGmVqqptH/7n1cDRpB97KlRukUiE1tZWNm/efNLfiY1XK1asmNBITcTbb7+trflLBeFwmD/+8Y+sXbuWRYsWpTw4iEajHDx4cF6Si2RfR/TpgsEgdrsdj8dzUspJpiG+0RcvXjxjOvJsEAJVp9OpmfzLy8unlTKI10215zRfCIIRy7Ong/gicrlcyLI8b9eHGGidddZZKS4Fmh/C4TD79u1j6dKl2u8ImNH/GggE+OxnP8uXv/xlbrrppnRfkiRJ0k7gLMalIN3A11RV7U/qwdkkN1mWp6zQZFnmvffe4+yzz57w50K0OHnj1WTs3buX+vr6lCZ1Xq+XQ4cOEY/HOf/881PurwUCAc0NMdONn274fD4OHDhAfn4+4XB4zn26VCEkJum2jgmTv9PpxOv1UlhYqEkZDAaD9rqrV6/OSAUzHUTPKVWCEVYmp9OJz+dL2S8qXnfNmjUzrpdMNwShTn5dIeJ1uVwT/K9msxmTycQNN9zAjTfeyFe+8pVMXNbpYZyfCZOPpYmJIVNtvJrt8bNhaGiI48eP09TUxL59+wiHw5jN5qSJze1209bWpm2NzxbGxsY4cuQIjY2N2Gy2CX26rq4uTCbTnFwFs0FMgCdPzdKBqUz+4v1IkkQ4HGbt2rVZJbZAIMDBgwfnJEY2Go0TpBmJflGj0agdx2dq4p8qxAbjYamT/a9dXV185StfIRKJsHnzZi688MKsXWsqOCUqNzgxFBC9JKPRyJo1a5I6Ih48eJBly5bN+sFLjBlvaGhAr9fT19fH4OAgcGJBx0x9IPHvGxoasqbpgvG9D2ISO10vRByPhKsgWd/rTBCe2MbGxqxJTGCcyA8fPkxFRQUejwdZlrUeXrpN/okQLotMEHkoFNKa+ImZe3a7XVu8LSRI2UIkEmHfvn0pVajRaJQvfvGLbNmyhaqqKl588UXOPvtsvvOd76T78ub1S84qucXj8WkNuG+++SabNm1i//79LFq0KKUe1vvvv09tbe2MN4UgTZPJxOrVq8e3FiU4DiKRiEYM0WiU0tJSKioqtD6DqqqaiVkIGrMBVVXp7u5mZGSEhoaGpI+ek/t0ye5eSMTAwAD9/f0p29rmC9Gob2xs1IhcKPHFcS9dJv9EeDwejhw5khWXRWLm3ujoKNFolKVLl1JbW5s1Oc9chhaxWIwvf/nLnHvuudxxxx2ZHmSdGeT2+uuvo9fr53QEOXLkCJWVldM+TvwSq6urWbx4seafm+5DLj5IDodD2ynq8/koLi7OqLZqMoT8RVXVpKvYqSBkGQ6HIyk9naqqdHV1MTY2plW42cLg4CB9fX0zEqqiKHg8HpxOJyMjI1gsFm1aOddqenR0lGPHjmW9QhUrLJcvX65lrAlngai6M4FoNMq+fftSIjZZlvnqV79KY2Mj3/nOd7LxOTj9ya2/v5/Dhw9zwQUXzOnG+uCDDzTB6GSIwYHoJ6Q6OAgGg+zbtw+LxUI0GtWIoaysLKMfeuFttdvtLFu2LG03UmJfy+12YzQaqaio0GQMQv0vDOHZ0s7BuE9UiJFTGY4EAgFtWpmsyT8RolJsamrKaqvB7/dz6NChkzZjCUuY0+nU4o7SKYYWxJaKfi4ej2u2qnvvvTdbX/CnD7lNFTV+7NgxQqEQoVCIc845Z06/vI6ODvLz86mqqprw52I/qXAMpEpsXq+X999/nzVr1lBcXDyl0FYY4tN5bEuX5CIZJMoYxJdPUVHRvCrFVJHoE51vdJCY7iWa/MvLy6f1iopeZlNTU1aP3qK319DQMGN1JqpucXydzw4GmBuxKYrC17/+dSoqKnjggQeydnLhdCU3IcosKipixYoV7N27d869na6uLoxGoybuTJy2NjY2aobfVIhNeDXr6+unHTCIisHpdGq+ylSEqVNBpPVmW/ogjNlWq5V4PD7nPl2qyJRPFGb3ig4ODmo9xWz1ueDEl+ZsxDYZwhImvowAjeiSqVKF02L58uVJy5cUReFb3/oWeXl5/M//+T+zWslzOpKbEOYuX75cq7b+/Oc/s3bt2jkdS3t7e1FVlbq6Oi21Qa/Xs2bNmpMGB7MhsYFfX1+f9E0vBhIOh4NYLKYdjVJZ/CFig7ItMQmHwxw4cGDCQuhU+3RzgaIoWqBmpv2ak4khGh3fDl9fX5/WBJXZIGQ1jSnsMp0Ok6vUoqIirUqd3DKZK7F9+9vfRlEUHn744WwTG5xO5CbW4X3wwQc0NDRMGLWL9Na5fKjFFqtFixaxb98+qqqqNFtJKsQmFssA8zqWybKs9Uz8fr+W0DtTBST2lzY2Ni5I30ccvafCbH26uUD4REtKSma0cWUCXV1djIyMUF5ermWRCW9lJqvUsbExjh49mpGhhbCEiSrVYrFoVZ1er2ffvn0pme8VReH73/8+Xq+X//2///dCEBucTuQWDAb585//POXxMxk5x3QYHh7G7XYzOjqq6XVSPYbGYjEOHjxIWVkZdXV1aY/RcTgcjI2NYbPZqKiooLS0FL1erx2hvV7vSYEAmYYQBU9uaM+GyXq6srIyKioqktbTiZZETU1NVvP2RW8vGAxqSSZwcjpLOkz+k5FJYpsKItHE4XDg8/koKytjyZIlSWkEVVXlBz/4AQMDA/zyl7/M6j05CacPuamqSiQSmfKHe/ToUe2GShXt7e309PSwdetW8vLy5jQRFcfkTHoXRQXkcDhwu92YzWZkWcZqtbJ+/fpsNmq1nmKilmwuECm9DocjqT6dkOUkHoGzgWRjwRNN/mKnrujTzfUYKdoN0+3PzRRkWWbfvn3U1tYiSRIul0vTCAqL22TiUlWV//E//gft7e088cQTGbX0JYHTh9xg+j0KbW1t2O32lG54occaHBzEZrOxbt26lIltdHSUo0ePZkSRPhPEjafX65FlGZ1OpzkkMv3N3tfXx9DQUNob6YqiaBWQqFIT+3QL5RMVseBi+XcqXyLhcPgkcfdMJv/JGBkZ0aLss9luEPfX5OReYaESGkGj0ajZ9crLy/nZz37Gvn37+Nd//desDlmmwZlBbp2dnVgslqSlDyJqCGDRokV0dnZqzoFkb96BgQH6+vpmtDRlAsJqs2TJEu3GEykMiQOJioqKpLVaySBRcrFhw4aMHjcm9+l0Oh2hUIh169ZlNWggnUMLWZY18hYmf0HeU/0s3W437e3tC0JsIiZ/uiQdAWEJu/POOzl06BB6vZ5/+Zd/4YILLljI46jA6UVu00WN9/T0IElSUrYrkbFVUVFBXV0dsViM9vZ2RkdHkxLZqqpKR0cHgUAg4x/yyRD6prVr105rjo7FYppDIhAIpEWSIYYlOp2Os846K6tHYOETLS8vx+v1Eo/HUxbazgWKomhC6HSHW05XAZWXl2OxWHA6nXR2dmZdPxePx7Wj6GTd53RQVZXHHnuM3/72t9xyyy28/PLLHD9+nFdffTUtv5twOMxFF11EJBJBlmWuv/567rvvvmQeemaQW7IbsISMZNWqVZSVlSHLsnYMnSyytVgsmsg2cXO2+CbPppUKTqSJpOJdFEc9IcmYrVqYConb35cuXZrV9+x0Ojl+/PiE3l6qfbq5QGxjLy8vz2jWnoBIthWugng8zvr16ykpKcnaz1ssaq6pqUlJ/P3444+za9cudu3alZETjJDhFBQUEIvFuOCCC/jZz36mxfvPgDOD3IaGhggEAqxYsWLaxzqdTk1GkszgwO/3a/0SvV5PSUkJDodjTsts54v+/n4GBgbmZUJPrBbcbjdWq3WCKHUqiCU4ixYtyvom8GR9ojP16eYCcSzL9jQWTjgeFi1axMjICH6/PyMm/8mYK7E9+eSTPPXUU7zwwgvz1t0lg2AwyAUXXMAjjzxyUn7jFDi9yG26NF6Xy4Xb7eass846+SI+FNYm7qdMdXDgcrm03H8xAZst3igdyOQReDJ5i2ORGEiIfLBsB2rCeJvB5XKl5BOdSk+XeNRLBqJlkdjPzBaGhoa05UXipDCV/my+Jv/JEFVqVVVVSmT+9NNP88tf/pI9e/ZkXDQej8fZvHkz7e3t/Pf//t/58Y9/nMzDzgxym24DlqIoHDlyRNvaLv4sFWJzOp10dHRox0GxpcnhcBCNRjPSvBfXefjwYYxGY8b3HCRO9WKxGIWFhbjdbjZs2JDV4EMxtBBkPp9jZigU0t5TMn26ZGPBMwFh5WpqapqRzBNdEunYYSuIrbKyMqXTyHPPPcfPf/5z9uzZk9X8uLGxMa655hoefvhhNmyYdc/LmUFuU23AEkcqIUBMZes7jH/QRNJEfX39lEcj4SYQzXuR45bsqH+m93nw4EHKy8upq6ub8/PMBQ6Hg2PHjpGfn08kEqGkpERzSGTa4pQpn+jkrfeT+3SiSs22zATGp+6Dg4NTbr2fCZMz92Yz+U+GoihaXzGVXRp79uzhpz/9KXv27MnqjgaB++67j/z8fO64447Z/unpRW7TpfEGg0FN6AgnBgcrV66kvLw85eUtIgtNfNCSeZxQqjscDrxeL0VFRVRUVCR9swmEQiEtHTibQlUYPxr19PRoNq6pBhIVFRVp7/9k0yc6uU9ntVrx+XxaAz+b6O/vZ2hoiKampnn9PCeb/PPz87Xj61R6s7kS2+9+9zseeOABXnzxxbSvC5wOTqcTo9FIUVERoVCIT3/609x5551s27ZttoeeGeSWuAHL5XJx7Ngx7Rg5FyvVoUOHtP2Wc/mgiV6Jw+HQJCaJtqnpIBIf5pK/P1/M1ucSAwmHw8HIyIg2kEicJs8FC+kTFQtzSkpK8Pl8c+rTzRV9fX1aHzidXxSqqmr9VJfLdVJ4paIo2nrFVCbBr732Gvfeey979uzJ6pfuwYMHufnmm7UN9Z/97Gf53ve+l8xDzwxyExuwqqurtRLfaDSmTGyialq6dGnaGsqTbVNWq1UzjieSgujtiWlutjDV9vdkHpMY2ZQ4ZEmFFBbKJwpTRwel2qebK3p6enC73VlJKhaJMy6Xi3A4rO2TWL16ddInij/+8Y985zvfYc+ePUnr304BnBnkFo/H+f3vf095eTnr1q1DkqSUiU0YwTNdNfn9fhwOBy6XC4PBoB2bRX5cNm0ryWx/TwZiIOFwODRSmM0Mv1A+UUguFny2Pt1c0d3drS0ZymZahqjYRO842Siqt956izvuuIPdu3dnXQI1T5xe5DZV1Lj49vf5fFx88cUpDw7gRK8p21aqYDDI4cOHCQQCWhhiNiQmkPz291QxWWQr/JSJA4mF8onCCVtTKqb/yX26goICrc2QyhCgq6sLj8cz78TgVCHcFkVFRdrvWpwoxEYt8UWbKAfau3cvX//613n++eezPthKA05vchMLMlasWEFHRwdbt24Fkh8cCOmBiAzKZorBZLdDLBbD4XBk1B8qIKLI6+rqMnrMmBwHZLfbKSgooK+vjw0bNmQ16BHGJ8FdXV3zsjXNVU+X6MvNNrG1trZSWFg4o4NH+ESdTic//vGPsdlsvPvuu/z2t79l5cqVWbveNOL0JTe3283Ro0e1wcGBAweQZVlb0jubyDEej2tHskzryCYjGo1y8OBBqqqqppxWJR6JhMUoHRITWLiqSUhrjh8/jslkIj8/f8reY6YgHA+JItl0YLY+3XQ5cNmAmEIXFBSwbNmypB/31ltv8e1vf5va2lra2to477zzePTRR7P6GUkDTi9yE1Hjvb29mh0pcXCQ2PuBE4uSJ/dVBLlUVlZmxTuYCEEuySr/0yUxgcxuf58NiT5Rs9lMIBDQeo9ic3ymppR9fX0MDw+nrCVLFZP7dMXFxcRiMSRJynrmnqqqtLa2kp+fz/Lly5N+3JEjR/jyl7/MU089xbp167QTRkNDQ9qurbe3l5tuuomhoSF0Oh1//dd/zTe+8Y20Pf+HOL3ITZZlWltbiUaj2s0y3eAgEolox7x4PE55eTmVlZVamb5q1aqsaXUExNBi/fr1czqSzVViAgu3/R1mr5omVz/p2HYvkLiUOpsJLmKRdyAQQJKkOffp5gJVVSfoBpPFBx98wE033cSTTz45QRCfbgwODjI4OMimTZvw+Xxs3ryZ55577iSH0TxxepHb2NgYAwMDLFu2LKXBgbBM9fX14ff7qampYfHixWn58CQLkV4rVgXOF8lKTGDhtr9D6j7RxIFEKBSa85FcRLAvRJ9LJPcqisKaNWuAcU2d+F1lUk+nqiqHDx/GYrGkRGydnZ3ceOONPPHEE2zcuDGt1zQbmpubue2227j00kvT+bSnF7mJqPFUHQcwXgoPDQ2xfv16TYwaCoW0xn0qm6ZSRXd3t/YBz0R/SejOEiUmgugGBwcXZPt7Onyik4/kySZkCO1eNBrVpEHZgrCRAdNm32VKTyeIzWw2p+T06Onp4YYbbuAXv/iFNpTLFrq6urjooou0oUcacXqR2x/+8Ac6Ojr4zGc+k7QWTXyLihs98UMRj8e1KsHv96fNG5r42seOHUOWZdatW5e16iEUCuFwOOju7kZVVS3lIlvHUfG+VVVlzZo1aftZiiP5yMjItBYjVVU5evQokiRlPVhTRJIbDIakdYNT9elm23Y202sbjcaUsgb7+/v5i7/4C37+859z3nnnJf166YDf7+fiiy/m7rvv5tprr033059e5Nbe3s7jjz/Oiy++SHV1Nc3NzVx55ZXTGnhlWebQoUMUFhayfPnyGX/hk6uEud5kic936NAhbDbbrK+dbogmcF5eHrW1tSdFkFdWVmbsSJ4Nn+hki5HQaJWWlnL8+HHtSJZtYhPT97kGmU6lpxMEPtORXhC6Xq9PSYw9NDTE9ddfz09/+lMuvvjilK93PojFYmzbto3LLruMHTt2ZOIlTi9y0574wxuppaWF3bt3U1JSQnNzM9u2bdMmkF6vl6NHj7J48eKUAvjghBF5eHhY02cJw3gyRLeQIY8iUaSiouKkSfDkflaqC0tmw0L5REWl2tnZiV6vp7a2VjvmZQOigZ9OUhWbtGbr04kqWZKklCRNDoeDa6+9ln/8x3/kk5/85LyvNxWoqsrNN99MSUkJDz74YKZe5vQktwkvoqq0tbXR0tLC888/T15eHlu3buW5555jz5498yYXcRwaHh5OakIZCAQ4dOjQgkxjp9r+Ph3i8bi2a8Hn881LYgLjxLl///4FIXRBqqWlpVRVVWnHvEwQ+GSISjVVyUWqmKpPV1ZWRn9/PzqdLiVic7lcXHvttfzgBz/g8ssvz9g1T4c33niDCy+8cIJT4/777+eKK65I58uc/uQ24QVVlUceeYQHHniA5cuXo6oqV199Nc3NzdTU1Mz75p48oczLy9Ma9waDYcFW/cF4/6K1tZU1a9akHDA5OTInFYkJnCDV5cuXJ72VPF2QZVlLkp3sfRQELjZOpVqBzwYhK7LZbCmJZOcLUYEfP36cWCxGVVVV0i2U0dFRrr32Wr773e9y1VVXZemKFwRnFrkdOHCAu+66i6eeeorCwkL6+vrYuXMnzz77LLIss23bNpqbm1myZElaiM7v9zM8PIzL5UKSJGKxGE1NTVk7DgmIjeQbNmyY92unIjGBE6Lks846K+vhhaJaXLx48aw2MkVRJkQ2CYfEXDfDZ3I71mwQp5V4PM7q1au1QctsfTqPx8N1113HHXfckYkG/qmGM4vcYPymm/ztpaoqQ0NDPPPMMzzzzDP4/X6uvPJKmpub573FSix3drlcFBcXMzIyokkxKioqMq4rS9f296kwncRELOIVqwYXolIV/thly5alXC2KLybxvkQ/KxnbHpxI2CgpKcm6oVzIXGKx2EmJxYkb78X7ElveysvLuf7667ntttu44YYbsnrNC4Qzj9ySgdPp5LnnnmPnzp243W4+85nPcPXVV6ccby0Se4XkQZBqMBjE4XDgdDrR6XQZsxZlavv7dBCNe7FrIRaLsX79+gXpLe7fvz9t/ljRz3I4HNpuAhHZNBmiv1dWVpZ1655YGBSNRpO6V0OhEG1tbdx2220MDQ1x9tln873vfY+GhobTzSc6F3w0yS0RIyMjPP/88+zcuZO+vj4uu+wytm/fPqvwVMhMioqKZkzsDYfDmg1MVVWtopuP5iyb29+ngtPppL29naqqKkZHR7UAxNky3NIBcQyeS28xGYjdBA6Hg3A4rGkfCwsLtXjuioqKlOK504X29nYikUhKwuRQKMRnP/tZtm/fTmlpKbt27aKuro5//Md/TNt13XLLLezevZuKigpaW1vT9rzzRI7cEuHxeNi9ezc7d+6ko6ODSy+9lObmZjZu3DiB6MSRKFWZSTQa1YhOHBWmqxCmw0Juf4epfaJTSUwEIaTz+vx+P4cOHZqzNzdVJE6UvV4vsixTWVnJqlWrsmrnAujo6CAcDqdEbOFwmL/8y79k+/bt3HrrrRm7V15//XUKCgq46aabcuR2OsDv9/Piiy/S0tLC0aNH+cQnPkFzczM6nY5du3bxrW99a15HolgshtPpZHh4mEgkohHdTBachdz+Did8ojPl/k+WmMxXDC0gYsHr6+uzPrCRZZl9+/ZRVFSkCW2TFdimA4mRScn+ziORCF/84hf59Kc/ze23357xe6Wrq4tt27blyO10QygU4uWXX+af//mf2b9/P9u2beNzn/sc5557blpu7MQVgSK9dnLls5DCYNHrCQaDKflEhcRETPIKCws1J0EqR2kxDc72fgk4sYG+trZWm8hONZBIHLSkE4nm/1SWHH3pS1/i/PPP51vf+lZWvgTPNHLLXmztAsNqtRIKhQiFQrz33nscOnSIp556ih07dnDeeeexfft2Lrjggjk39Q0GA1VVVVRVVWmVT29vLz6fj5KSEux2O52dnaxatSrrC4OFtQegvr4+pQ+KTqejtLSU0tLSCduzjh8/PqvERGBkZERb25jNCHg4ITWpq6ubsDBIkiRsNhs2m40VK1YQDAZxOp0cOnQIVVUnRDbNB11dXfj9/pQqNlmW+epXv8rWrVuzRmxnIj4ylRuM58mvXbt2wg0bi8X4/e9/T0tLC2+88QZbt26lubmZj3/842n5BlcUhb6+Pjo6OjAajVpFN1cXwVxePzHwMF0flOkqn8nSGafTSWdn57xiweeKWCzGvn37WLp0aUoLbES8ltPpJBwOa4kfqfYfu7q68Hq9KVXK8Xicr33ta6xcuZJ77703q8R2plVuHylymw2yLPPGG2/w9NNP84c//IHGxkaam5v55Cc/OefJqKha6uvrsVqtmg1MHPGECDUTRJdoacq0lktUPg6HA0mSKC8vR5IkhoeH0x4Lngyi0ai2mWs+jou5Wty6u7sZGxtLaZFMPB7n9ttvp7q6mvvvvz/rFVuO3D4iiMfjvPXWW7S0tPDqq6+ydu1ampub+fSnP530UWXy9vdEiCPe8PCw1tyurKxMuZc1HcRxrLa2NuXQgfkiEonQ1taGy+XSFj9nQ2IiEI1G2bdvHytWrEhrC2ByivJ0ybw9PT2Mjo6mRGyKovC3f/u32Gw2fvKTn2R9knvjjTfy+9//HpfLRWVlJffddx9f+cpXsnoNUyBHbpmGoijs3buXp59+mt/97nesWLGCq6++ms985jPTqvpTSa+dyi5VWVk55yneQvpEYeLCYkVRsiIxERC7VFeuXJlRYfLkxA+TyUR5eTmxWAyPx5PSTlNFUbjzzjuRJImHHnoo68R2CiNHbtmEEIG2tLTw29/+lpqaGi2TrqioiHg8zt69e8nLy5vTpqTJvSyTyURlZSXl5eVJHe0W0icK45NBsWZx8nvPlMREIN2uh1QQDAZpa2ubIDFJZn+toih873vfw+/38+ijj+aIbSJy5LZQEBlgLS0t7Nmzh6KiIkKhEJs2beKBBx5IS2UifKFOp/MkX+hkLKRPVPglhfp+tg/pVBITkfYxl2O5ILaFIvW+vj6cTieNjY3Isqz1HyORyLQDCVVV+Yd/+AeGhoZ47LHHsu5SOQ2QI7dTAV6vV6venE4neXl5bN++nauuuoqKioq0EJ3whYqmvZhOWiwWRkdHOXbs2ILoyOYbSZ4oMRkZGTkphmo2hEIhDhw4kDE712zo7+/X1g5OJihZlrXIJlGtBgIB1q9fz4MPPkhHRwe//vWvc8Q2NU5vcrvnnnvYtWuXZk5//PHHsy5wTQfuvvtuGhoauOGGGzTf6M6dO9m1axcGg0HLpKuurk4L0SWuPRQLd+rr67NetaQjmnvy800+losj3lRSEkFsa9euTXonRzoxMDCgBR/MRlCiWv3Rj37ECy+8gE6n48c//jFXXnll1h0bpwlOb3Lzer2ax/Chhx7i8OHDPProo5l+2bRDrCic6s/7+vpoaWnhueeeQ5ZlrrrqKrZv387ixYvnTQYDAwP09vZSXV2Ny+UiFotNsIFlEkJDJ7ahZ2JAkJjOIqrV8vJyrFar1l9ct25dVnyqk5EKsQmoqsrPf/5z3njjDe666y727NnDK6+8wquvvprW39dLL73EN77xDeLxOF/96le566670vbcWcTpTW6JeOCBB+jp6eGRRx7J5stmDaqqMjg4yDPPPMOzzz6L3+/XwjfnktufOJUUHy5hgB8eHtYEqJWVlfNeOTcZC7FrQVSrTqeTSCSixQalItBNFwYHBxkYGKCpqSklYvvFL37BK6+8ws6dO9Nu8xIQAZivvPIKtbW1bN26lX/7t39L98LkbOD0J7e7776bX//619jtdl577bUFkS8sBBwOh5ZJNzIywhVXXMHVV189a99K+ERDodCME1nR7xkeHiYYDFJSUkJlZeW8ZRgzxYJnA36/n4MHD1JVVYXP58uKxCQRcyE2gMcff5xdu3axa9eujNrQ3nrrLe69915efvllYLxoAPj2t7+dsdfMEE59cvvUpz7F0NDQSX/+wx/+kObmZu2/H3jgAcLhMPfdd186Xva0wsjICLt27WLnzp0MDAxw2WWXcc0115w0eUz0iabSvJ9OhlFcXJwSGSykOBhORCYlJotkWmKSiKGhIS0uKhUN4v/9v/+X3/zmN7zwwgsZH/i0tLTw0ksv8Ytf/AKA//N//g9vv/02//RP/5TR180ATn1ySxbd3d1ceeWVp5L9Y0Hg8Xh44YUXeOaZZzh+/LiWSbdmzRruv/9+vvSlL81r/ZyI/HE4HNraw8rKylktRcLSlKpXM10QUpeGhoZpXSLplpgkYnh4mN7e3pSJ7d///d95/PHH2b17d1YGB08//TQvv/zyBHJ75513ePjhhzP+2mnG6Z0K0tbWxqpVqwB4/vnnWbNmzQJf0cLDbrfzhS98gS984Qv4fD5efPFF/tf/+l+89dZbfOxjH8Ptds/LBK/T6bS1cqqqamTwwQcfYLPZqKysPIkMhOsh08r/6SCy4BobG2esfKZLMWlvb9cWyszF+TE8PExPTw8bN25M6bHPPvssjz32WNaIDaC2tpbe3l7tv/v6+k5LBcJ8seCV23XXXcexY8fQ6XQsWbKERx99dEH6OKcyRkZGaG5u5pZbbqGoqIidO3eyf/9+LrroIrZv3865556bFp1UIhm43W7y8/O1zfZzXTmYDng8Ho4cOUJjY+OcAwymkpiIyetsaSUOh4Pu7u6UAwB2797Ngw8+yJ49e7Iq0ZFlmdWrV/Pqq6+yaNEitm7dyr/+67+yfv36rF1DmnDmHEvTjb/7u7/jhRdewGQysWLFCn71q18tyIdzvmhvb6etrY3PfOYz2p9FIhFeeeUVWlpaePfddzn//PPZvn07559/floSOIR3sr+/n4GBAex2O4sWLZo1uy3dECGX8yG2qTCTxCQRIrJp48aNKb3vl19+mR/96Ee8+OKLC1Lpvvjii3zzm98kHo9zyy23cPfdd2f9GtKAHLlNh9/97ndccsklGAwG7rzzTgB+/OMfL/BVpR+xWIzXXnuNlpYW/vSnP/Gxj32M7du3c/HFF88rQ030uOrr6wE0Mkil6pkPhOsi0yGX4XBYs0vF43FNJxgMBudEbP/5n//Jfffdx549exakN3kGIUduyeDZZ5+lpaWFJ598cqEvJaOQZZk//vGPPP3007z++us0NTWxfft2LrnkkpQIYqZYcFH1OBwO9Hq9ZgNLp25rodJ7xV6Mvr4+fD6fFk2erMTk9ddf5+6772bPnj2zLpnOYVbkyC0ZXHXVVdxwww184QtfWOhLyRri8ThvvvkmO3fu5NVXX2XdunVaJt1MTflUiCVx7SGgVT3zOUK63W7a29tpamrKmNB1JrhcLo4fP059fT1er3eCL3Qm+cybb77J3/3d37F79+5c3zg9+GiTWzIauh/+8Ifs3buXZ5555iObR68oCu+++y4tLS1aJl1zczOXX375hAQRp9PJ8ePH50QsiX7XxONdKnsIXC4XHR0dbNy4Meux5HCCWCe/vpCYDA8P4/F4TkpRfvfdd/nGN77B888/n/UN9mcwPtrkNhueeOIJHn30UV599dWsp2WcqlAUhf3792uZdLW1tTQ3N+P1euno6OD++++f99BA7CFwOBxEo1HNBjZTGu9C7luA8Yq1ra1tVmJNnCp/97vfxefz0dvby65du7T+ZA5pQY7cpsNLL73Ejh07+MMf/vCRsXSlClVVaW1t5Z577uHtt9+msbGR7du3c+WVV6ZtypeYbyasUpWVldhsNo3oHA4HXV1dKTfv0wVBbKlWrAcOHOCb3/wmW7Zs4Z133qGqqopf/epXGdtw9vTTT3Pvvfdy5MgR3nnnHbZs2ZKR1zlFcHqLeDOJ2267jUgkwqWXXgrAOeeck7bEkTPlJpMkiXfeeYdoNEp7ezu9vb20tLTwF3/xF9hsNq6++mquuuoqbeHLXGAwGKiurqa6upp4PI7L5aK7uxu/309JSQlGoxGXy7VgxDY6OsoHH3zAxo0bUyK2w4cPc+utt/Kb3/yGtWvXAuOi9EymAG/YsIFnnnmGW2+9NWOvcabgjK7cMokjR46g0+m49dZb+clPfnLakhuMfyDr6uomfLBFJl1LSwu7du3CZDJpmXRVVVVp6V0qikJ7ezuDg4MYjUZKSkoy5gmdDkJukiqxHTt2jJtvvpknn3xyQY6iH//4x0/7+y4J5Cq3hYD4pj4TIOxviZAkiRUrVnDnnXfy93//9/T09LBz506+/OUvoygK27Zt45prrqG2tnbORDc8PIzX6+X8889Hp9NpDftjx45ht9s1T2imiG5sbEzT0aVCbMePH+fmm2/miSeeyPXYTmHkyC2HWSFJEkuWLGHHjh387d/+LYODg+zcuZO/+Zu/IRgMapl0qfhdBwYGGBwcZOPGjZp1LNETKlbotbW1YbPZtMlkuuK4hY4vVR1dd3c3n//853nsscfYuHFjWq5lMpJN0clhZuTIbQbkbrKTIUkSNTU13H777dx+++04HA6effZZvvWtbzE6OsoVV1zB9u3bWb169bRE19fXh8PhmDYPTZIkiouLKS4unrD28Pjx4ynvV5gKHo9nTsTW19fHjTfeyKOPPsrWrVvn9NrJ4D/+4z8y9twfJeTIbQbkbrLZUVFRwa233sqtt96K2+1m165dfPe732VoaEjLpFu7dq12tOzs7GRsbCzpaG5JkrDb7djtdlauXInf72d4eJiuri4sFotmA0t2EJFowk+F2AYHB7nhhht46KGHOPfcc5N+XA4Lh9xAYZ74iDR2U8bY2JiWSdfZ2cmll15KKBQiEAjw8MMPp6WPNtXaw+kWycB4bNLhw4dTNuEPDw9z3XXX8ZOf/IRLLrlk3tc9Hzz77LPcfvvtOJ1OioqKaGpq0hJ3z0DkdG4LgY/YTTYv+Hw+/tt/+2/86U9/wmaz8YlPfILt27ezZcuWtA0LQqEQw8PDOJ1OdDqd5o4Q1ZnP59Py4FIhNpfLxbXXXssPfvADLr/88rRcaw5JI0duZwrOkI1FJ+GXv/wlL730Ek8++SSyLPPSSy/R0tLCwYMHtUy6c845J23DAuF3dTqdKIpCYWEhbrebpqamlFwqIyMjXHvttXzve99j27Ztabm2HFJCjtzOBJxBG4tOwsjICIWFhScNAMLhsJZJ995773HeeedxzTXXcP755895WDAZo6OjHDp0CKvViqqqSftdx8bGuO666/j7v/97rrnmmrRcSw4pI0duZwLOoI1Fc0I0GtUy6USc+vbt27nooovm7DMVy2TEzgURZ+RwOGZce+j1ern++uu5/fbbueGGG9L1FnNIHTkR75mA/v5+Fi9erP13bW0tb7/99gJeUXZhMpm47LLLuOyyy5Blmddff52nn36a73znO2zcuJHt27fziU98IukJ52RiAzAajdTU1FBTU4Msy7hcLjo7O7W1h8PDwzQ2NvK5z32Or33tazliO82RHY9LDrNiqgr6oxrPZDAYuOSSS3jkkUc4cOAAf/VXf8Xrr7/OxRdfzC233MKuXbsIBoPTPj4QCGjr/6Y7fhoMBqqqqmhoaGDr1q0YjUYefPBBbU/CkiVLiMfjmXqLwHgM/po1a2hoaOCaa65hbGwso6/3UUOO3E4R5DYWTQ29Xs9FF13Ez372My2B47333uOTn/wkX/ziF9m5cyd+v1/796Ojoxw8eHDCXtNkXqO6uhpFUbjnnnvYsWMHv/71r7nxxhsz9bYAuPTSS2ltbeXgwYOsXr1aa0XkkB7kem6nCM6gjUVZgcike/rpp3nppZdYvHgx5513Hk888QQvvfRSShFXkUiEL3zhC1x++eXcdtttC1Ixf1Ri8FNEbqBwpuAM2ViUdaiqyosvvshXvvIVli9fjt1up7m5mW3bts0aPxSLxbj55pu58MIL2bFjx4K1Aj6KMfhJIEduOcyOW265hd27d1NRUUFra+tCX05a4fV6ufjii/nVr35FY2MjR48epaWlhd27d2O327n66qvZtm3bSZl0sixzyy23sHnzZu66666MEFsuBn9eyJFbDrPj9ddfp6CggJtuuumMIzcYjyiffBRVVZWOjg5aWlp4/vnnMZvNXHXVVTQ3N2ue2NWrV/P9739/wUglF4M/I3LklkNy6OrqYtu2bWckuc0GVVXp7u7mmWee4dlnn6Wzs5PrrruOBx98cMGILReDPyty5JZDcvgok1siVFVl//791NfXp80JMResXLmSSCSi7apIZwz+GYKciDeHHFKBJEkZC5pMBe3t7Qt9CWc0cjq3HHLI4YxEjtxyyCGHMxI5cvuI4MYbb+Tcc8/l2LFj1NbW8thjjy30JeWQQ0aRGyjkkBb09vZy0003MTQ0hE6n46//+q/5xje+sdCXlcPpjdy0NIeFx+DgIIODg2zatAmfz8fmzZt57rnnzog8uhwWDPMit9yxNIe0oLq6mk2bNgFgs9lYu3Yt/f39C3xV2cM999xDQ0MDTU1NfPrTn2ZgYGChL+kjj1zllkPa0dXVxUUXXURrayuFhYULfTlZgdfr1d7rQw89xOHDh3OatfkjV7nlcOrA7/dryv+PCrEBE95rIBDIeURPAeREvDmkDbFYjOuuu47Pf/7zXHvttQt9OVnH3Xffza9//WvsdjuvvfbaQl/ORx65Y2kOaYGqqtx8882UlJTw4IMPLvTlZATJJHzA+P6LcDjMfffdl83LOxORm5bmsPB44403uPDCC6mvr9d2kd5///1cccUVC3xl2Ud3dzdXXnnlR97DmwbkvKU5LDwuuOCCKfdApAvhcJiLLrqISCSCLMtcf/31p1Rl1NbWxqpVqwB4/vnnWbNmzQJfUQ65yi2H0wKqqhIIBCgoKCAWi3HBBRfws5/9jHPOOWehLw2A6667jmPHjqHT6ViyZAmPPvooixYtWujLOt2Rq9xyOPMhSZK28CUWixGLxU6pieTOnTsX+hJymIScFCSH0wbxeJympiYqKiq49NJLOfvssxf6knI4hZEjtxxOG+j1evbv309fXx/vvPNOrmGfw4yYreeWQw6nJCRJ+j4QUFX1Jwt9LTmcmshVbjmcFpAkqVySpKIP/78V+BRwdEEvKodTGrmBQg6nC6qBJyRJ0jP+pfzvqqruXuBryuEURu5YmkMOOZyRyB1Lc8ghhzMSOXLLIYcczkjkyC2HHHI4I5EjtxxyyOGMRI7ccsghhzMSOXLLIYcczkjkyC2HHHI4I5EjtxxyyOGMxP8D9SpM72XHh6EAAAAASUVORK5CYII=\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, pType = 'a2') # NOTE - currently need 'a2' for TX version, should set as default for this case!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Note here that the $x$ and $y$ components are different. This is correct *if* we only wanted to use a single orbital component. On the other hand, if we want the summed/symmetrized results then - for a cylindically symmetric system - we'd expect a cyllindrically symmetric result.\n",
"\n",
"If we set `it=2`, we get results corresponding to the other (rotated) orbital component:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: a2\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.mfpadNumeric(keys = k, inds = {'Type':'L', 'it':2})\n",
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, pType = 'a2') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Sum over degenerate components\n",
"\n",
"We can also sum over these directly... but this may not give the expected result..."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'it', 'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: a2\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Include it=1,2 components & sum\n",
"data.mfpadNumeric(keys = k, inds = {'Type':'L'})\n",
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, pType = 'a2') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This looks like a rotation, rather than a symmetrization, since the relative phases of the orbital components breaks the symmetry (there is still some extra phase-rotation present or, equivalently, the Cartesian axis definitions are mixed). This is clear in the imaginary values..."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'it', 'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: i\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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lhZaWFuDtPuBAIMDk5CSapplZYp/PV3MbHLxNgLqu8+jRI5qamrZYgHU16KcXdcJ7jKjEhTUsv3v37nH+/Hm8Xm/Z/R4WUnqcKO4Dnp6eJpVKsby8zNjYGFardUsbXK3EpCjKFgtQSkk6nd6SBLHZbHU16KcEdcJ7TKiktk7TNEZGRsjlcty4caNivbqDJLynhUxVVcXv99PZ2Qnk+4DD4TCLi4tEo1HsdrtJgB6PpyJiKo4LlqoBlFLWtQCfItQJ74BR3B62k6WxsbHByMgIAwMDxOPxiskOKiOlVCpFNBqloaHhmXDD7HY7HR0dpiKL0QY3OztrtsEZSZCd+oDLJULqYqhPH+qEd4CoJDEhpWRmZobl5WUuXbqEy+Vienq6quOUIzwjy+vxeJiYmMBms9HU1FSRtXMQN+hBWIzlyMnpdOJ0Ounq6trSBzw9PU08HsftdpsWoNEGV0nmtxB1Ajz8qBPeAUHXddLpNK+++iovvvhiyQs7k8kwNDSE2+3mxo0bNVteOxGerus8fPiQZDLJtWvXzDq/VCpFKBTaYu00NjbS1NRUsuf1IAjqSd7opfqA4/E44XDYbIPzeDz4fL49JYN2IsD5+XkymQxdXV11AnzMqBPePqNU03+pizgUCjE6Osrx48dN/blaUYrwEokE9+7do6Ojg1OnTpnWJuRVT7q6ukxrx2j6L+55bWpqempuwGqtsUIIIfB4PHg8HrMNLhaLsba2RiKR4I033jA/k722wRVm1I0i87oc/uNDnfD2EZW6sBMTE4TDYa5evYrD4djzcYsJb2VlhYmJiS2FyjtZaaWa/qPRKKFQiPv375PJZNA0jbW1NRoaGqpu+Xpc2AvhFcPoA7ZarcRiMc6dO2f2Ad+/f59sNovf7zdjgNUKIRSrVe8mh1+oBFMnwL2jTnj7BCMxsVttXSqV4t69ezQ1NXH9+vVdL95qbmCD8Apd2OvXr9ekSFLY8zowMGCqskQiEWZnZ7d0PDQ0NOyL0OhhhfEdKIqypQ1O13WzDW5hYYFcLoff7zc/k3IPhZ3k8ksRYF0Nen9RJ7w9otL2sNXVVcbHxzl9+rTZPbATqg2YC5FXPL558yZtbW2cOnVq324Eo75scHAQ2NrxMDU1ZbaENTU17aneba/YTwvPgGGpF0NRFBoaGmhoaODIkSNb2uCMh0IhAdbSBgeVqUEXusB1AiyPOuHtAZXU1kkpGR0dJZFIVGx1GbGdSsljbW2NWCzG9evXzV7Ug0Jxx0Mmk9lzvdthRaXEVKoNziDAUuMw9zoQqXB9hQSYTqdRFAWfz1cnwB1QJ7waUI30eiKRoLu7uyqrq9JiX13XGRsbIxaLmWUV+41ya7bZbLS3t5tqy8X1bqXKPQ4CB2HhGVntamGxWHYdh5nNZvH5fNhsti3jMKtF8XUXDofRdd10qYWoq0EXo054VcLQrcvlcrtqqS0uLjI9PY3D4WBgYKCqY1RCeMlkknv37tHW1saJEyd47bXXqjpGNaimLKW43q2w3COVSuH1esnlcvse+3sStX2VorgNbnx8HCHElnGY+9EGp+u6mdww1l8shvqsq0HXCa8KlJoJWwxN0xgdHUXXdW7cuMEbb7xR9Y2zkyaeASMeeObMmaqsusd9cReXe+i6TjQa5dGjRywsLLC0tFRVsL+S4+0nDsJqhPw6C13gUm1whgtczTjMYlfZiPEZKEWAxUIIX+8EWCe8CmDUqiUSiV2fwNFolKGhIfr6+uju7jZJsZaK/Z0KicfHx814Xa1zIarBfvbSGtnOxsZGHA4HLS0tW4L9wJZYVzVW4EG5tAfVaVK43+I2uMJxmLFYDIfDUdE4zHKxwVIE+KypQdcJrwyMiyIcDhMMBjl16lTJ98zNzbGwsMCFCxfweDzma9UmIIxtiknGcGFbW1u5cuXKU30hGudWHOwvlnzaL1dvL+s8iM+53PVQ6zjMaq+z3QjQqDgodIG/HgiwTni7oNCFVVW1pJuZzWYZHh7GZrOVHIBdixpxYTU+vD20p5KSlv3Gflp4xfstRnGsq9jV283SeZosvJ3KXUqhVBvcTuMwM5nMntZbSICFYqjxeJzl5WX6+/ufejXoOuGVQKnaulKEt76+zsjICIODg6Y7Uoxi8qoEhYXExtCex+XCHiYUuno7NfwbIggHgYN0afeSmd1pHGY4HGZ9fd0MGxihg1qPA3krPJVKEYvFgKdfDr9OeEXYqbauMJEgpeTRo0esra1x+fJlXC7Xjvsrl4DYaZtkMsno6CjNzc0lh/ZUi6fdFdmp4T8UCjE2NkYkEiGRSJDJZGpq9yqFJ+XSVgOjDc7r9RKNRunp6QHyJSoPHjwgk8lsmQZXy+ei67rp0haLoRYT4GFXg64T3ibK1dYZxJVOpxkaGsLr9XL9+vWyX2otLm0qleLBgwecO3fusbuwxTgol3avKMwA9/X18fDhQzweD4lEYku7V1NTU8VTz4rxuJIW+wWDmAyZ+/7+fjMzboQGahmHWaqMqFQRdCk1aKvValq0+9E3vlfUCY/SCifFMGSVbt26xYkTJ8w4UzlU49Lqus7ExASxWIwzZ848cbJ72uDxePD7/VvavUKh0JZuh6amJnw+X0UZ4KfBwiveb6kY8l7HYVay3t0I8DOf+QxDQ0P83M/93P6c6B7wzBNeJe1huq6bcaN3vOMdVT2pKnVpC4UF2tvb97UwV0rJ+Pg4y8vL+Hw+M+5ViczR0+QKF651pwxwcbGv0QO8U1vg02bhlSOmUuMw19fXWV9f3zYO0xCHqKVQvPBeisfju4Z9HieeWcKrVHrdKAdpamrC4/FUbZZXQniBQICHDx9y6tQpmpubefjw4b65kel0mnv37tHQ0MD169fNuNf9+/fRNK3qYdeHFeU+r1IZ4FAoxPz8PNFoFKfTaRKgUepRTTa1GhykhVftflVV3dIGV2ocptVqxWaz1dwhE4/Ht5RqPUk8vVf4HlBpe5ihK3fmzBl8Ph/BYLDqY+0WwzO08dbX17l27ZppcdWS6CgFQ7/txIkTtLS0mAFsQ/rJeLobmU9FUQ6F8kktqNZqstvtJWvdCks9hBAHEnc6zERaahzm1NQU8Xict956a4uFWOk4zFgstmMVw+PGM0d4uq4zNzdHW1vbjmSXy+V4+PAh6XTaLAcxykSqxU4xPENnrrGxkWvXrm1Zx14TBcacjJWVFa5cuYLT6Sy5v+Kne7HyicPhoKmpCV3XD8wNOwwolQGOxWJMT0+ztrZGIBDYc6azEHspS9kNB0GkVqsVl8uFz+ejs7PTvEaMcZg2m22LOk6p8zIeIIcBzwzhFSYmJicnd3ziGAOwu7q6OH36tHkB1XohlbLWgsEgDx48MF3YYuyF8DRNY2hoCLvdXlEWuRCFyieG1RMKhUin09y8eXOL9Pthqwk8CMXjxsZGmpub6ejo2Cb4uddQwEE9PA5iv7lczvQ+itVxjOLwhYWFHeXBjJrJavCxj32M3/md31kFVqWU54pfF0K8G/gT4NHmnz4tpfyZcvt9JgivEul1gIWFBWZmZjh37hw+n29fjl3o0kopmZycLCvvXqtLG4lEGB4e5siRI+Z81lpRaPUsLS1x7do1U/p9eHjYvOmNso+vR+XjQsXjYsHPwlCAEMK8yfci97RXHBSJ7uYq7zYOMxqN8ku/9Evous7Fixereih99KMf5Xd+53feD/znXd72FSnlt1VzLl/3hGdYdcVzBAq/RE3TuH//PkBVA7ArgXGswuRBsQtbaptqLTyjxa24l3e/IIQoGf87LMrHj7O1rDgUkM1mCYfDpopNoZtXjdrJYUU1yYpCeTBd1/nEJz7BT//0T/N7v/d7/OIv/iLPP/88v/mbv1l2Py+//DJAaG8r346vW8LbTXq9sKHfsIr6+/vp7u7e93UYx5icnOTkyZNmMLjcNpUSXi6X48GDB2iaxvPPP1/zRK1qUWn8b6fRj/uNJ9lLa7VaaWtrM6fPFaqdRKPRbc3+TxtK1fdVAkVRzAfwv/pX/4qTJ08yNze3n0t7QQhxF1gEflJKOVJug69LwitXW6eqKpqmsbCwwOLiIhcvXqw6xlAJpJQEg0FzqE6lGb9Ki5WNUYydnZ243e4n6lbuFP+bnJzcNvrxaUGtJFqsdlLc7J9Op1laWtpTr+tO6z0I5HK5PVnssVjMtHT7+vr2a1lvAf1SypgQ4gPAHwPHy230dUV4ldbWAVsGYB8EURgtaAB9fX1VXdiVEJ7hPhmjGFdWVg5NC1hh/K+np2dLe9Pw8LA56FpV1X2L/x1WtZRSzf6vvfYamUzG7HUtbPavVQT1ILPoe1WojsfjeL3efVwRSCkjBT//uRDiV4UQLVLKwG7bfd0QXqW1dYaixPHjx+nv76/pOOUuLGPI9okTJ0in0+RyuaqOoSiKSdqljj8+Pk4kEtmioHJYe15he3vT5OQkwJb4n9H94fP5Dk3M6yBIxGjA7+/vN3tdDRHUubm5msdgHlQxs7HvvRBeMpncd1deCNEBrEgppRDiBqAAZQtlvy4IrxLpdSklU1NTBAIBmpuba5IUMmJ/O335xjGCwaCZhV1cXNyRvHbCTuRlJD4aGxu3KagcZsIrhqIoeDwes+shk8kQCoVYXFzk4cOHW7oeKo3/HVYLrxSKRSkKW71KjcEs7AHeidQOkvD26tLWQpgf+chHAF4FWoQQ88A/B6wAUsr/G/hu4O8KITQgCXyfrOAGeKoJb7fERCGMIl+jverBgwdVW12wO+FlMhnu3buH1+vl2rVr5lpqKTEpRV5G18ROiY+nifCKYbPZtunehUKhLYN/DAvwcdb/HRSJ7oadxmAWFvoan0XhGMzDSni1XpN/8Ad/wB/8wR/sWFslpfxl4Jer3e9TS3hGQsBQvt3pwjTUgguLfGutc9tpu0IXtlhFpRZ5qGLtvenpaVZXV82uiZ22eVoJrxA7xf9CoZBZ9GtYRIUu39Ni4VVLTOXGYLpcrgPPhO9HZ8hhCVM8lYRnJCaGhoZ47rnnSn4ZhWrBhX2qsH+EVygEuhMZVSMPVbiNYb0ODQ3hcDjKdk08zRbebiiM/xUW/Roun6F6Um3YoBIcRhItHoOZSCQIhULMzMwQjUa5f/++GQ7YrxKlvaz3sLUkPlWEV+zCqqpa8iZPJBIMDQ3R1tZWUi3YkLypFoWEl8lkGBoawuPx7EpGtSoep1Ip3njjjaq6JvZDcOCwo7j+z2htSqVS3L592xz8vR9Wz2Gw8HZDYQa4oaGBubk5enp6TDWcbDa7RQR1r2Mwa0E6nX5staGV4KkhvFK1dQZxFXZGLC8vMzk5aZZrlMJeLTwjnnb8+HGz2LTcNtUgEAgQCAS4ceNGxV0TT5OyyX7CaG1aWlri7NmzZtfDfsT/DqIZ/yCloSwWy7ZumEgkQigUYnZ2tuYM8F48h1gsdiA1rrXi0BPebtLrhZaa0XGQzWa5cePGrk+zWi08IQRzc3NEo9Fd42nF21TTNTE6OkoymaStra2qFrFyx9nY2GB8fNwUAH3a5J8qQXHNW3H8T9f1qm74g1A1OSgXr1RioVjs08gAB4PBitsB9xomOUxaeHDICa9cbZ1BXIbCSXd3N729vWUvKEVRqia8TCZDMBg0M72V3giVWnhG10RXVxc9PT3Mz89Xtb7dYoVzc3PMz89z/Phxksmk2f7ldDq3tH89zShFJMXxv+KSj3Kqx4fdpa12vztlgI3roZTSyV5r8GpRSjlIHFrCq6S2TlEUlpaWCAQCnD9/vuJq7t0Ke0vBGMfo8/no7e2teqh2pV0T586dw+/3E4lEqn6ylrLwDItR13WuX7+Oruv4fD6z/csIeI+NjZFOp814T2Nj41OtfrwTim94I/43Pz9PLBYzHwCNjY2mhuBhS1rshFqIdKcM8MzMjElUPp/PnE9Ry7rrhFcGhS7sbrV1mqYRCoVwuVxVK5xU6tIWloRcvnzZdIuqwW7lIkYmORaLbemaqHV4d+E2yWSSu3fv0tnZafYvFq690P3r7e01K/6NjJ8QwrT+nobsby03ZPHcW6Pn1Yj/aZpGMBjEYrHsW/3fYZJ3L0ZxBjgej7O6ukoqldqih1jpPBTIx/DqLu0OqFS3bmNjg5GRETweD729vVVbI5W4tJlMhuHhYZxOp+nC1uIK7+RqGl0TTU1NXLlyZVvXxF6KlQ2B0TNnzpjxm3KkVVzxn81mze4HI+t9mN3fvZJyqfjf7du3SaVSDA8Pm/G/pqYm/H5/zW7eQaod7+d+hRCmW5tIJDhz5ozZD23MQzF6gHfLANdjeDug0vawmZkZlpeXuXTpEktLSzUlH1RV3ZVQDBf22LFjprkPtZeYFG9jFCrvZ9eEQZJG+1xx7SFUZwVZrVbT3YlGoxw9evTQu7/76SoqioLFYqGvrw+73b4l4D85OVnR1LNSOMzzLHbarzFUu3jco9EDbGSAC0VQjQdCrWrHf/qnf8ra2trwDmrHAvj3wAeABPBRKeVblez7iV+plbaHGXVvhsKJoij7Uk9XvBaDUC9fvryt4blWwitUPDZc5P1WPDbUlH0+35bWtv1ANe7vk8r+HnS8bbf4n6F5ZzwAdmuUP+iylP3GTkopO43BDAQC5gPh9u3bzM/PV60z+dGPfpQf+7Ef4+rVqzu95VvIS0EdB54Dfm3z/7J4ooSn6zqJRIKxsTHOnDmz4wVrWETFdW+1El6p7QzFYIfDYRJqMWrtizVqCI3973fXRCwWY2lpie7ubk6ePFnV+mpBKfe3MNv39ZL93Y1ES8X/Cvt/jaE/TU1NW9y9w5S0qASV9tGWGoM5MjLCa6+9xszMDH/1V3/Fe97zHv7u3/27ZeOhL7/8MtPT07u95UPAf94UC3hNCNEghOiUUi6VW+cTIbzi2rpoNLqjCzsxMbHjDAhVVUmn01Ufv5i4NjY2GB4eZnBwcNdxctVmdwu3uXnzJkePHq1oXF01hLe8vMzU1BRtbW01KcDsBwoVfwuD/+Pj46RSqW3V/geVBHlSGdVSFnCp+r+mpiY0TXuixFQtai1Lsdvt/OAP/iDz8/NcvHiRq1ev8qUvfWm/uj26gULp5PnNvx0+wit2YS0Wy45jDI2g/vXr13csS6mlY8Kw8Mq5sPtxPCPo/+KLL1bVNVHuOEaGNx6Pc/36dXNq/E4w4qIH3dtYKvhfWO1vwIij7tdNehAkWutntVP9n9FBY3wX+znz4iAtvL3U4Rlqx4ODgwwODu7Xskp9YBVdAI+V8MpJrxsw6tJOnz69qyT4XmJ4mqZx584d7Hb7ji5sqe0qJbzCGji3272vXROZTIa7d+/S1NTE5cuXt5DZYUPhxC/Iu78PHjzID72ZnqZp/AHe1RXcFy/j+sZvQhwiF3i/Hg6F8T+v10sqlcJms5nxv+L+31qw1wLh3fa7FyI9oCztPNBb8HsP+bkWZfFYCK9S6XVd13n48CGJRGJLXdpOqJXwYrEYkUiE8+fPVzURvZquibt375qdH6+++mpV69vtOEYGuViK6rASHoBcXyf3p39MduQuifkZPDPTZDY2UCJxIrk0K0kdh8eOQ0gcXg+OlhZc3b04Tp9Dvfwclm/8ZkSZa+EgrNaD6rSw2WzbZl6EQiEzBGC0/1Uj+X6QFt5ekiEHNIT7fwI/JoT4Q/LJio1K4nfwGAivUun1eDzO0NAQHR0dnDp1qqILrVrCk1IyOzvL4uIiTqezKrKD2romasFO8cz5+Xnm5+dLut+HkfBkZAP5yZ8g9FdfZGJuDd1uRfHYyCqQ1XUSWgaHTxLJSjxuFaeIo2gSORVFe/MhbbdexfM7v05TTuL5gQ/BJ/4tuPZ3NsKu6z+gzG8hMZWK/xlDvwsl38vV/x0k4e1F7aQWC+8jH/kIX/ziFwFO7qB2/OfkS1ImyJel/K1K932ghFdJbR3k3Zw7d+5UTRLl6umKjzEyMoLVauXGjRu8/vrrFR/HwG6Et1PXxH4gl8ttmZtb6qI/TIQnE3H4lz/J+l/8OeFggkSTnSUpyWxkkBsZnH6BrcGG2uEgpSrYnDqxaI7VFUDPANB/1EY8Gye1DhErtPz3P8LzZ59B+Z5vhx//eZwu14HrrB1UNnU3i6l46Hdh/M8o9zAy4I9D8fhJuLR/8Ad/YPxY0rzdzM5+vJb1HBjhSSlJp9Nl28NGR0drnqlaaeeD0ZlRjbbcTsertmtirzBaxLq6unYVRjhowqvE2pGpFPzrf0Dkz/6U0HKUdHOO1UgOi9OC66QXbT3F+kqW8IaEjTTNR9IsP3p7e8UCDZ3Q3gnppQzhBbC6FTp7nczfj+Prs9Dym7+L87OfZf5D30X8fT9kun5PC6olkFL1f6FQyFTtMeJ/2Wz2UCctDgsOjPB2IzrIl6IMDQ3R19dHMpmsiSTKubRSSubm5lhYWNiX2bO1dE3sBYFAgIcPH+6q7WfgSVt4lv/6C6T/428w9yBMpjHLWlagrwksp2FpOI4uYW0RPM3Q0K+gOq1YfXa6mkDXJPFglsh8ivVl8GIjtpSh+zzEHurM3o/j7wWLIpkO5jjaGeXIp38TMfpXzP+Nj3Ov/QzxeJypqamyw26eNPbqJtvt9pLxv3g8zp07d7Z0wOxHCcheCS+VSh2qWswDdWlL3YSFJGRMJV9dXd23AmIDmqYxPDxsurD7kcHaadbEbl0TtcCwjqempkq2iJVb236jXDmL9X/8NNb/9JswHyXT5mZxKoPznGT5IWhD4D/jI96gI2MJAkEdgjqQpvVShrU7b18fqgMG3gX6Qga5APND4GxXaey0s34ngf2YwrGrKsrNGNp1F55bYwyG/k+6//d/xNfcL+HxeMxhNw6HY0vxcy0kcxAPkINSPF5dXeXChQvE43HTAtyp3etxrvegeodrxWMtSzG6DWw22xYSslgs+0p4kUiE4eFhBgYG6Orq2vO6i49XTdeEgUqf7MYcCyllVS1i5QQHkskkIyMj2O12c0zlfjwErP/rX2L93d9Cm04SlCoN3jiTjRC8A44uK85zOYI3IyiXIb05OtneCP5+EDaJswWSm6OTBRB+E1IB6HwBYvchuZIjuZLg7AfA/dk44Tlo7XcQuZ3AfhqsMQf23/sF2j6k0/bcc2bxc/Hks1oynweBg+y0sFgsW0qAKo3/7Ya9WHiHJaZciMdm4RnlFKW6GfaiQFyIUtbjbqj24lMUhUwmU1XXhLHOSo4Vi8W4d+8eR44cIZlMVvVk3M2lNdRTjh07ZkrUP3r0qKYboBCWv/g3WH/7l8iNZwk5NbSEIDquYm8T2M7ohF7Loi+C6lVxdTnpUCC+kCW5nCbpcxGdSeT302zF1mvH3Wsn81dhQGfpVbA1WWl6zkGrmibz5xk87wC+BuuWNI0KBMN22iIp1EY48cqvoL30HcimYwixffKZUfw8N5cv0Dfq3h63+3uQ4xSLv7+d4n/GxDO3271F/2+n9e71wXjQyaVq8FjKUozJXjt1M6iqiqZpezqOpmmMjIygqmpFLmy5odqlsLy8TCwW44UXXqgq82Qca7cL3WgRM4RMHz16tON7S2E3dZmVlRWuXr1qChkUDsAxBADi8bg5/6GpqWlLlrkUmVo+9++x/eYvkptKEmr2kXoUI+LR0cnRdFTh4Wfz1qbnhWaSY3HCIUHwzejbO+i0wEz+Ry2YRQtlca9lsfksiFM2km/GyISySMVBVnFgI0PopqBh0EN2Mkr8nQqer6QJvlOl9XYOK1Gsv/u9JP7uq2DdGgIoVfxcOOt1P9zfSnFQFl4l1lRx/C8ejxMOh7co4BgusGEF73Um7WEiOzhgwkun09y9exev17ur61erhWfASIBU48JWQ3hG10Qul6u6a6LwWKWg6zpjY2NmsXWt7laxS5vL5cwHgPHZZ7PZLTdG8Q0QjUYJBoOmS93Y2Ehzc/N2svvrX8X2G/8SfSHNeqeP5JsRYsdAeyCR5+xYHqhYjgN2QezVYH59qhVHnx17tw2LTUF4Vewv+8lpktRqBkeLjdxrmz7vUgbPCz7UbA7fmzFyiiA3YEedTrMhJX4bxL+iY7vmgq8kiH4ruOJZlFuzOP77d5H6yJ/u+lkV9/7u5P4eBA7SwqsGht6doSlZbAUb379RaVELksnkoUpYwAET3szMDP39/duGUxejVsIzBEOHh4crcmFLHbMcwRR2TfT09PDaa69Vvc6dFIwLy1mMFrFaUWiFGaUsRqdHpdsbE6+OHDmyxQqKxWIMDw/T0tJCR/iLuF/7ecTRDNnuRuL/JUjispvMG3Gy72gh97UA2jUv1rBGcjjvsnpe6EKz6GRmo8jZNFlAXOkg89YysHkRdrQgn/ciXlsAIDucovN0M+gJyOhkHSpCBWUqRuRlP81TSdRuGy0eHVVVsFgTZM65UZdvY33jn5K98bMVn3epwd/BYJBkMsmbb765r+7vYSG8YhRbwZqmmQo4b731Flar1fwcKg1/HLaJZXDAhHfy5MmKiKwWwtM0jfv375PL5bh+/XpNqsflsporKytMTEzsqWsCSicUjJjmbuUs1bgEBuGVUjuuBYVWUDwe58iRI2yEAjhf+8eI9XXkIwVVrNP0fc2Efj9I4l0NKF8KkDvuRB2N03ClAQ0bistB7tVFIu/q27L/1EoM47aXHW6cX5tHSEhd7yQ3s4F/sBFeXSDyci++L88hHySIvNxH460lelUH3f4ErlfXSZ6yYZlJo3eBTKkoa2Hs93+VXN9z6B0frPq8Cxv/g8EgFy5cIBwOs7Kysi/u70G5efu9T4vFQmtrK9PT01y/fp1UKmWKfVYa/ztsasdwCARAIf/hViO7ZLiw/f39JBKJmp6Yu5HsfndNFJezzM3Nsbi4uOuox1qUTYyJXPtdJmNYQc0rv4ctFSHr8EBjEtvtHJb1OL5vbyX1P9bQW6woMYGI6yTdDajTjxC5DQCkVUG82J23xmIZbCmN7JFGcgKkU0V8Ng6A4+YS4sVu3LN599b7lTniF9pw31vFGUzSf6aVtlcXCb/Ug2ttnlSLA+dahliLEzWYQaigqQLH2N8j0fQC2GqrjTQG1xQSP2DWvU1OTpJMJqvO/h6EhXfQBecADoej6vhfPB4vq0BUCp/5zGf4e3/v7zE2NjYB/JaU8ucLXxdCvBv4E8AIdH9aSvkzlez7wLO0lUBVVVKpVEXvnZ+fZ3Z21nRhFxcXawqs7tY1cffuXZqbm/eta8JwaQtbxK5fv75r/LCSRIeBXC7HzMwMmUyGF154Yd9vKIN81ek/IptyQCRFxtJE/ESKxjtR2m1uIs93EtzI4B4NsnGtk46vzTMtJdJtxX65H382g3gl766mT7RgHQtiJx/fcxxrJ/XyabKvjyMUQeejGFqjE6lEETpY1xJYXu7l4muLbDyftxSjSv57iesNNBIh47DTOL+B1q+gCQ+KlsS+9o9Jd//Gns67GDu5v4XZX6Pubac5r09Kt2+/UC7+BzA5OUkgEKia8HK5HB//+Mf53Oc+x+Dg4BngphDif0op7xe99StSym+rdu2HwsKrxKU1XFhgy5Qyo72s2mD/bl0Tp06dMjOZ+wFjEMrQ0BA9PT309PSUvUAr7Zww4nV+v79sd8teoEb+mNzyMkowgzoncQRCpPt9xLsa8A0Hcbw0gOutFRLHGvGPBrDEsyjfPIj77iq2r04QeedZDJsz1NRCC/niu9ixLnwTi9gmVoj0tRI53YftL9/EtgTTL5+n/ctDeI/105rNomZykM2fn30lHx+0r8by+0m5adLXSfjdaCnwJBV07QtIqSNE9Z9JJSRS6P7C2zLnhoBEKff3ICy8g4oLVkqkpeJ/a2trfPrTn+bNN9/kfe97H9/8zd/Mxz72sbLJoDfeeINjx45x9OhRpJSZTUWUDwHFhFcTngrCM+rT+vr66OnpqWrbSo5ZWDqz3+4g5K3GBw8ecOHChbItYgYqITyDoM+cOYOUkpWVlX1Ybem1qDO/hYwpxOx+9F4N33qChnsbzJ3txjG5Ttf9NaLv6cF+J4wlnmXj2nHUtA3bar4UJe2wkX75HI50FqffjXbtOCm3g4zbARN5KTOrpnPi/iwpvxvHRpy+r44QeP81rnzmFmMvnqYLsE6GkBIax0OkWyw0PwqTaVPxLMdAgYSlGU84gHRmEQkdyZcQfEPV51yL1VQsc24oPxvur9frJZ1Oo2navhY/HzbhAIvFwvvf/34ymQxXr17lR3/0R/nCF75Q0QN8YWGhONE2T+l5FS8IIe6S18H7SSnlSEVrq+RNB43dSGthYYGZmZkdB23vdZBPNptlaGgIl8tVcddEpZBSMjU1RSwW4/Tp0xWTXeH6dtrv7Owsy8vLJkGHw+EDi+XYmUY8Gie7kcMaikPQztLRDrpC87SPrLF0oZf2W3P4Tx0lGFsleKKbrvuzpM/3k270YDl9hJZ4iqZXRgGYfvE03bfGAcgOdhJ5/hTq+AJioI3GV0aZuXECxxtjJF48RWc8CUDH+CIS8K6GWT7eRufcKlNH+2jXY6xfbUARCRINfpJWQdujBLIREnEbOfmXKOLxEF4xDPe3u7t7i+z7/fv3zbIPQ/ZpL9fdXvtdd8JeidRIbvT29vLRj360om12uIaL//gW0C+ljAkhPgD8MfmBPmVxaGJ4xYXHRrxLSrnroO29WHixWIyJiYmquiagspvBIFK3201HR0fVWeSdLDyjvk5RlC0EfZDiAd3KfybXrmJPprFLjWC3nUxMYel0B32vLJJIW0m67PTfm2Dx5RM035rFnkhjldAoJa5Xhph9/oy5P9d6fg5JoqeDjsklmieXWDl9AudC3hrsf2OM+W95kRf/8jXC3fnQgm9tg6VjXXRNLLJ4rpv4O9tQ/ZKmySmSQsGXjuNNRZnu6SXc24Dm8GLLrJPMjGKtwWDf77iY4f7abDauXLlCLpfLqz5vur92u910f11VSl8dVnn3WrK0PT09ZhzQ+BNFasZSykjBz38uhPhVIUSLlDJQbv+HwsIr7qWNxWIMDQ3R29tLd3f3rl9+NZp4hYhEImxsbHDt2rWqaoUqKVg2ssgGkY6Nje1psLaB3aSiDozwckl8nttYAklyioO0NUXz6joOmWX6wklm1iRHhqYYecdZLr0+gt8G9nCUyEAHpx4uMm+xA3FWrS0EX3gRfyyGRVVZee55Qo0NtM1/BgWQbj9qKkfaZiPa0UHrSgxF12meW2O6t4+euVlCxwZxPd9Ci1fj/P1hxs8dBaAlEmSuuxdvNopqdeFLLiGa1llpOoYSX4UaCO+gW8CMsg/D/TWKn6empkz31yDAcu7vYSa8ahWErl+/zvj4OI8ePeLo0aM24PuA7y98jxCiA1iRUkohxA1Agc0MWBkcCsIrtNIWFxeZnp7e0YUtRqWaeAYMyzGZTNLf3191YWQ5wltaWuLRo0dbCqH3Y4B3YbyuVH3dgRGe/AVQdKSwklbyZRp2qWFNZHBFA6y9q42GhTAdi2vEGrxcuPWQL737eVpHHuHciDH3judpy+boiUQ4cvcOKbsdx+akuanzF0iePMWix8MLb95CkZJXX3iJ88EFBu/fY7q9nfaVFRa6e1m/3IujUXLy4T1eO3cdAH8iSdjfQKO2TtztgnXQZZxQQxftzKL41tGVJjJyFZto2+UkS5z2Y858Op1Ouru7t7m/8/PzZd3fwxbDM5BIJKq+vywWC7/8y7/M+973PoBR4LellCNCiP8dTMXj7wb+rhBCA5LA98kKL/4DLfmu1qUdHh5mbW2NGzduVCwaWI1LG4/HeeONN2hoaKi4A6HS4+m6zujoKMvLy9y4cWOLKb9Tp8VuMAjM6IcdHx/n6tWrOxYTV0J4tdzAKdtXySqCDApSqGRVNymrFZuWxRVP4tE0Fr/tHE0rIW6fPo8tnUZrtNO5sMhadwd+j5VTb9xE2STvtfZ86CDpdHL84QNOPHxAk9fBeldemLXLqdMYy9fuzR0bJNjRgu2Um/fNfg37ZijHmsvXbDqiEdZ8+f2pKuSEQmdiiRWPl6xipVUESfpU4soXqj7vJ9kHari/R44c4erVq1y6dAmfz8fq6iq3bt3i7t27zM3NEY/HkVIeWgsvFovVVHj8gQ98gLGxMaSUg1LKn4M80W2SHVLKX5ZSnpVSXpRSPi+lfKXSfR8KCy+RSBCLxejt7a2oZKMQlRJecdfE8vLyvsy0hbdr91paWkrO4ygn3bTTcYyHgBBi34d3VwKJJK2EsUs7isiQVuxoFpAONw7W8UdjrDrbyVlVbn7rFU5/ZZSl9ja+6a0v8+pz5+lNbdCUyRcUi/Ymwv7nsNvsJBo8rLT10Hf7Fmkd3nHrdVY6B1i49hzfdPcVbp57kabXX8HpUmg9CaFsPrZn3SQ8RyZJ3O7Cl44z7PJxIg45DdYae+lgBqs1w4yrh2PKI5zuNTb0ERozVZ77IWp8L+f+2mw2U8lnv0cLHMKJZXvCE2/qW1xc5N69ezidzl0lzHdCOcLTdZ0HDx4wPz/PjRs3zJqpWgUzi7cLh8PcunWLo0ePcvTo0X2bn2u43n6/n7Nnz5a98CohvGoJMSqGSQpJ2iLQsJEWKlnVStrmImV14Egl8cSiIBSacuuMXz/G5PFBrDkN9VgHR+Zn8YdTxC5fpHtxlcu3XycV0Dk+NoItmKTDkuX+qeexaln8GwE0R77rxBqMcefCdZqVCK0bASyR/Gdq2yQtTzrBWkMLCNCs+Wd2V2qJVW8+XtSprRB3u5izdWO1pAhbqi/XOUyEVwzD/T1//jzXrl2jsbHRfDjeunWLyclJwuHwngVh9yoNdUATy/aEJ5alNRRINE3jxo0bvPHGGzUdQ1XVHdvSjGHepbom9kp4lbaI1XKsUChEIBDg+PHj9PX1ld+A8oQXi8W4e/fulilY5URAN9RZBG7Q06QUjZxQUYWDsNWF7pZ0h5doC6+ScTSQ8DRyZv4h68EmxtqPc3rsFksNbdjsSbpnp5hu6Acgt/mM7Ywt48wmeHnjTR4MnMPW7qEvnu/EiLV4uJG8xbyWDztk9fw2Mp0/P3s8zfLxQabsDtLNVpYTbXSkVpl3HmNRdNClL7Nui7PqasKSayArFllZWakoAWDgMBNeIRRFweFw0NzcTH9/v9n0vx/Z3yeRpT1oPBGXNh6Pc+/ePVPNYy8X1k4WntFEv1PXxF6HeA8NDZmlIZVo71XSK1xIou3t7VVnj3civNXVVSYmJjh79iw2m81sA3r06BFWq5Wmpiaam5u33RBRJYUQEpuwYVU0ggM9RAZURExncb2N9SEvZ++O4Q+ss+zuZ9bRjdZjJRO0cGJxnC+c+gbeM/bXjPZfYtrbjtsex+fXeHTxHCFHE4HGFt61/ApTR49yeeENrDmNv7j2Xt638TkCtmbsubdDDpMdR4icbODVM89zw/o6D/2nOKYs0NywzMzxM4ScLcRVK/OxTpqUMF3KPAnXCYJKOzHpJZoKMX9vHsCUvfJ6vTtazk8L4cHW5EKl2d/Gxsay7u8hHcK9Jxw44RVbHkYW89y5c/h8vi3vreUiK87SGl0TgUBg166JWi08ow5uYGCgKumlcu5kcZ/txMREVS7oTvNDpqamCIVCply8pmnmEx/yVnDhDVE4BGbDJmnCRcKWwnGukWPhEeQakJaoGVC6dF5rus7A3SX82Q1CjmbOrQ8x6j/NK44XcKgpHrUMkGr3cm75Ab2ReWKuZjI2O9+w+mVeG/xmkkEHR7V5xvuuI0SGdm8CZUMSs/vxptd588QVIv1eXkjO0pYL8pbrEjlp4ZwY4k3HFd4hXqFBzrOWbeel1q/yuaPfwMjKaU6pYzQ5FgiIRqLCg/uIlWP9V03Zq8XFRSKRSF4UobmZpqamLdfKQfW8HgR2i7UVZn+llObDbmFhAV3Xd83+7nUI92GbWAaP0cLL5XI8ePCAbDZbspDYsLiq/YALLbXCroly8yBqsfDW1tYIBAIMDg5WleUtR66pVIq7d+/S0dFBX1+f2RNbLeEVC4AODQ1ht9tNteNSqtIOh4Ouri66urrQdZ2NjQ1TBXnl2AaWdgvODh/JlEYqPYDwaHjjaQQJXCQ4k3tA5pSH9bAP23qGscaTHI9OkNK82JJppEMiM5BNwc2Wa2wIH1ITPHL08/zy5/iTgW/lQ8E/Y8XVwwn9Pjdj+ZKTKWsflp5e3u34IkOZa0zbTnMsN0ybEuBN+xVe4HX67TO8bnmO5y2voTdaeUu/zDc7/5q/PPVe7sdAERk0LMSxkNw832Lxz0QiYXoD2WzWdPcVRXlqmvx1Xa/IVRdCmL2/xszb3dzfvQ7hzmQye9r+IPBYCM9wYbu6uswbettCNouPayU8Y3BPpV0T1Vh4UkozENzV1VW1iutuxwqHw9y/f5/Tp09vaayuNrNbSgDUECqoZp2G2gdAWImyoTpwqlFsIoll3U5Y8xNAwW7L4LQncWfjePU0pzzTTItTKCsJlkU7YXcj1qyGJZ0l53SitVq5nrhFQjiZ9Axy13cR70aEl5RXuec5S6drFns0hU2k+OKRl2l3rRITeeugKzvJSO48TlsXp7X7jNiucN96jVPKm0iX4BXlBZ53vIFslNxMX+Vq69d4zfENZMixQTtrNKOUuNQLp3719fWRy+VMia1gMEgul8PpdNLU1ITb7d4zWR0k4dUSayvn/gI0NTXR0NBQU/b3sE0sg8dAeMvLy0xOTnL27NldRTSNWrxahnFHo1FGRkaqmj1bKeFls1nu3buHx+Ph6tWrPHr0aF+6JsolPaotMzHebxDoXgVAATyqnw3RQkDR6bMu4VJjCFuSDUsDSYsD3aJiExbiuQQyk6FVmeSB7wTuqEqLXKM1FeCW5yqXtAc45AYbwoNKjpOZB7S61nil7UXem/gci23dXEiN8Jr7BpEmP++zfI4l2gmKFh7JAY4o03TZVplQjqFIndOWt7iTu8xriee50ngHb2OKu+I6J+xDJH0Kb0Sew+UIYdE9LKgqKelCkb6y56uqKs3NzTQ3N9PS0sLy8jIWi4Xp6Wni8bipfVdN8qMQh7VA2ECx+zsyMmJO6Cvn/hbjME4sg8dAeIYicbkLpBYXM5fLMTExQSaT4Z3vfGdVT7lKjlfcIgb70zWh67rZJ7xT0qPa4wghSKVSPHz4sGzWuFK4cl5GRAP9MsxyrpOMI4NuSeK3bNCgpwgk/AQyLnxS4kDHSZLz7hFGlDMEU60s2Tu5mLmHklMYajhLOwFiio+QbOZ0cpiXrV/jXstzDIhVHrqu4HJoCGJksdDOCnP0sUA3HhnjGA9I2RQecpJYzs2lpts8sh/ltfh1TjSNc6blNrf15/Cr8zRYw4zGzyIsTpJuGwnZTLdsqOrcDfHPQnff0L6bn688+VGIw054hTDa37q6uvD5fObIx7W1tYqzv0KIQ5f4OXDCM4QSy6FawjPc5M7OTjKZTNUmfbkeXKPFrXhWxl4Jr1S8rhSqsfB0Xefhw4domsZLL720b8oZTuklKwTpjA+7sobDvY5UXaxnW3FqGzhEjIjqJaq6UEnjIYeXDV7yfI0R5Qq+XJqE1ojmcdC+vkoy6yKOA49lgzvyIo3ZMFKTxGyNvNv3RW5vXCads7Dk6iDhaUDz+ZBeOw8czzHjyZCSKZzpBMtaJ4FUKyf8Y7R2rPKQsyxFOxk8/hYj0eeIWC00e1eZSF4nLu2s0YpaZclpsftZSvuukuTHbvvcLzwOIi0e+ZhMJs1xn0a9XeHEO13XazpXQ+04l8sxOTn5iRJqxwL498AHgATwUSnlW5Xu/7FkaStBNYS3srJiusnGtPla1lWKuAzySKVSJZMreyG8neJ1O62vEsLLZDLcvXvXvNF2I7tqL8Bm6UboToLSTUoKvLqKUwaRVljwdaH06zTrIbIbLrLrLcwH27Asx+nNTnHCdo/pjQHGZB+NxAlb23DZkiSlA5uW4qT7ARlsTOtH+GDHn5FNKaworWR9VvTGo7T51zjhv4PDn2SdBjZsncTTbrpORkg53UQXbAxrZ/Ek4pw9OcQjZydfnns3HW3LZGU3C7Fu1q12UrqblKhe5r3cDVuc/IjH44RCoW3Jj4aGBvM7eZosPNi9Ds/pdOJ0Ounq6jIn3oVCIbP4+e7du9hsNtLpdMVhqkK1456eHux2+0dKqB1/C3kpqOPkdfJ+jdJ6eSVxKFrLYLtiSimUGmlo9BJWi1IXs1Go3NraWrJFDCqvqSveJhaLVeVuVkKshst97Ngx2tra9l0AtBE3Ia0Nu7TQmJtnQ5fkbF7CPi/Np9ZwrluwhW0ILUE260JV4rjbo9wLXECPKvidGwxYp4mpbTizCRKaDbsljeqUrAs/K7KT854hXkm/iN8fZLD1EVHdQ0o4WEu1sqq3oqR03N4ErQ0BOnqmiNq9rMVasB1JYtmw0tUWZDh5nYSa5mjPBG8FrqGpFqwNKdZTHoLZNposnVWfe7UDlAzJ8+Lkx9TUlFnreFAjCw+SSCvxFgon3g0MDHD06FFUVeWVV17hhRdeoL29nU9+8pNcu3Zt1/0Uqh1vopTa8YeA/7wpFvCaEKJBCNEppVyq5JwODeGVs/AMMmppaeHkyZPmxbhfLoJhfZWTd1dVtaoeXF3XmZiYIJ1OV+VulsvSGlZuteMpq4GCgq6ARdcJZN1kcm34/AvkXE5yup9ENkE2BxoufHaNyIYLNB2XPUVGsbISbydoacJlUUjaJMIGSWnFKjLElHbcthgpn4sX/a+QQ5AQLjLChma1kLOq6E6FnFNFc9pY173MhnvIOQStvYsorRp3pnpZX3Vy+uowi7le3lh4AVdjjJjqZmOjF9VhYTHXwsta9XL9e3E/C5Mf8Hat4/z8PNFolNHRUZqbmyse/FMOB2nh1bLfhoYG3v3ud/PlL3+ZT3/608zOzlZE9hWqHXcDc0Xv6QYOB+HtRQTUQLmuib3AUA9eWlqqyPqqRo7KiNc1NTXlh+BUEVvbyZI0ionD4fCeBndXioTsJplQSek2HEqaVX2AjWQOTbpodSaRcStYBFgtSCFZkh2oNgtuq0aHmkDPSLS0HS3rQuo66ICq0ugO4rbFWI03E5bvIpaxotrBac/gs8bQ7TakoqIrAtUBCXJ4GzfwdIaJ2t2Mz5zF2ZAm5GjjrfkrRKWPtv5VptODLEdacHTF2QgOsO5o4UPSDVVy136WVBi1jsbQqc7Ozm2Df5qbm/H5fDWR7F57XnfCXlrLCmfSVtoeWaHacakPqOKU8KGy8Iotp0q7JmqFlNJsEbtx40ZFF3il9XGFFqPb7Ta7KCpFqRie0SDucDi4cuXKY6lxykoXCTw4lBi65mY550QSwa6mielu3PY0TqdEplVkm4fm1AbaGiQidsJxF9m0BadFJxxPIGQAu60Tu1UnIewoao7etllwulhJNJC22Mn5dNasXtLrVvrVOYRDx+mXuFwStVVjQ21mNtiPblNwtCQIrHlIp8HXt8Ho8ikS0oNjIMnY6knC0o8304bXdjBDfKqFYYkVJz9CoRCLi4s8ePDAnPe6W/KjGHtVNdkNtX4G8Xi8ai28StSOyVt0vWXesyMOFeEVWk7VdE3UgkQiQTwep7+/v6ri3EoUlufm5lhYWDAtxnQ6vefavWQyyZ07d+jr66O7u7uqfe0FmmwjY4ugpz3MJzWcio5NsZMULnyqRLHpJJI5kn4nykIQ7+eWEDNxWuJJSGikNDvpnBub9KI4LVjapgj2dBJxeslJFa81yoYcQJdR/P51cl6FpOpCb4eR5RP0actINUFSEUQ2PKym2kirdpoGwyytDSIdOnORHpjrJWu3IXo0lhZO4uhKsbrYzMtZH9SgmHSQhFcIq9VKe3s77e3tW5IfhrBGqeRHJft90qhFC69Q7XjzGt+mdgz8T+DHNqeZPQdsVBq/g0Pm0hqEt7GxwfDwMMeOHaO9vb2i7au5QNfW1hgbGzMLLavBbskEQwTUqD00LtC9lrIYN8DZs2erGgS0H2jVG1nJNTKTELQjQY3isdtJRt0spwSNq3FO/j+jiIfraItxIlaFdA70HCxoPWRCApeSJpLzYCdHdKqVK41TtByNEj7XxUJTN109YeZVPzILNpHF4s0Sd1nQByG45EfLWYhqVja0BmLSg7M1wWqyhaWVVpouLKEtNmFxb5BrFkxNnsTWnyUY7SOcbecnGmsjrScxP7bS5Eex0EOtJSAHiVqkoQrVjje54P8poXb85+RLUibIl6X8raqOUdWKDhAWiwVN05ibm2N+fp5Lly5VbBIbVle5eIOUkomJCTY2Nrh+/Tq3b9+uup1tJ/Iy4nXt7e309/dvq+GqVfHYsBYPwqWvBGdzDbyqN5DSwacm8ClJItKFfSnO9V/5Mu435lhHkk3lyDUrrK/m0LMSva0BZqaxAemcBS9rJJVGJAnurbfQPGzhRvQ+R2bszHzvORq6A6RTbmx+yLWDxWrBpqsklFZUJcc6XiI5P9IlSDodLK124ejUWFzvJpSz4vHYCSwNoLYJ5rVOspqD7mQTzW21E96Tnh9bKvkRDAaZmpoikUjg8/lobm4+lBZeLS4t5NWOP/CBDxi/mmrHxh82s7Mfr3Vdh4bwAAKBALquc+PGjaoD/OUCrEaLmNfr5erVq2aD/l67JqB8hreW40gpWVtbw+v1ViRBVQk2NjaIRqO0tLRUnOz4Jt3Bv7M6cVqzxLINOJQoL/3yX9Dza68RaLYyt5RFAuKYhdWJfNJJsUNsIYOOmxQ+EpZubFoCTbejY8GCC5FO8nDZxbnIOsf/wy3mv7+b2YEGMrkUiaiTKE4Sig2rxYMm7Wh2BxaLnYxbEMVBON5M47Ewy2Nd6G7B9PwRkqqTlNvB+lITa9kW/oWuAbUldZ6EhVcODodj29yLYDBIKpXizTffNGN/tSY/ite6F9Qq737QOBSEF4/HGRkZwWq1cv78+aq3L1fSYggLDA4ObnGRa2lnKyYvwyLdLcNbbV9sJpNhYmICVVU5f/78vtx48/PzzM3N0djYyL179wBM98jr9e54DLewkIs3kbBK+r74Zb77534JsRpjtkMlm8piOWJDNObYSKo0XpDkdAXFB/N3ukhrFmwkyerQwxg28oQ4wxWOcg8i8KhBZXBNo/335lG+CR5+2xGiOR8pm4OU6iSpuiHnI5ryEMl5UC06acWJ6rMRE14yqp3QRgNJuwvtjMrKo060kwruL3k4Yx/ljTdSFQueFuJxxfBqRWHyIxgMcuHChZLJj+bm5poUS/ZjgE81o08fF554DG95eZmpqSlOnjzJ9PR0TcfYjbh2ahGDvcXWCuN11VqkuyEajZrKMslkcl+e1A8fPiSZTHL16lV0Xefo0aNks1mzLzQajeL1emlpaSlZG3ZyFb7j13+Gk//1L0mtZ1noshGZyuutW/t1Fu/kkPrm5y9y0KLgSEyY0xE3lA5yukYEOxnhJidSjIuTZIWd8/5Rwm0CfwQ6vjqHI5vlL777G0jqLjKqHU23IyxeYsJNJOlFUSCZdqG6HIQW/Nh6dMSEl0SXjWislYTPTnqqkZ/wublw8gK6rptxMEPw1GgB200B+LATXiGMvt9SyY/79+9XnPzYz7UeRvFPeIIWXnHXhBCiJgViKE14xiyLTCaz4yDvWglP0zRu3rxZMl63Fxjkf/HiRXK5XHGKvmpomsbdu3fx+XxcunQJKSWZzCZRWa10dHTQ0dFhtgYFAgEehb6G0vs6Nt8qNvsa1tU4v/Ljd5l7PUsuBYFBhXQwi/eIQHhVIir4Gp1Y1SzZjIrFrxOe01EabGTWFSykyOn5ekIraawyjVuGaMSBmxSxIVg4ouB5pJMA2ixLvNt7kz//vm9BtThIpR1EFD9x1UU07UNBEst4UT0WgrPNuAajzAUbSJx1k5hvINTjpGnEyf/2Qv56UBRlm+CpEQcrFjwtvEYOo0tbKXZKfhjnXQnp74e8ey0xvIPGEyG8Ul0TUso9EV4hcRkJhLa2Nk6fPr3jRVaLSxuNRolEIly5cmXfiqCNZEokEjGLiSORyJ7iKIlEgrt37zIwMEBnZ6d5nFIQQmDxZVnp+A8oYgHIkM7ZcQ6v0/Pj91kY0cilIHRGIXA//zmn18FyXbJwMwcYBeManqsO4jNZIIcF0FHJ6SobNKFhRcNKDgsr+DnfN0tTcxzQ2XjeQksqSyhp5ejtCU423ubND76L1Q0Fm8OLpc0OFidppxVNNBL3ZYnrbuKzTtY7G0isNJD220m95eanm7PsxCvFcbBCwVMjSdDU1HQgmU9d1/ekIFwripMfpWTfizs/ntSIxoPGY3dpja6JUoKXtaKw+8Eo4aikK6NaC8+IgxnKGPsBYz6Gy+XaMmhoL2MXjc/AGElZDlnSfNn1SVQljMCKlwRtbyzQ939MsHQvh1WD1CWBltRpu66gazrJDDwa3fqwUN2wMby1eFwhh40UfkJb/r6mnMQ1GyY1u/n7eTsNQxKFNBuKyrf/ry/T8v4IiXc4UBVJVqpYFB0dQSTbxIbDz50TV/nr2+8icLmF9IiLTKeLS4kc33OtspmMxYKn6XSaYDDI9PQ04XAYr9eLlJKmpqZ9IaqDcpOr3Wfx0G9D9t3wKIyi572s9TBOLIPHZOEZ3QlTU1MEg8F9L7Ew2tKmp6dZWVmpeP+VWnhGvM6YsPb666/vx7JNK6y/v5+urq4tr9U6c2N+fp75+fkdPwNN01BV1cxSA7xp/Z8klCwWbHiI43k9zpF/8JCFEUADrQsmhyW6BvneMMheVSGWw+kVWFqtqD4FW49CegM0VHRdIZtWCc834Ek62NAGQeoIJLqeo+dCBCXiQrVKVIuOVCTiOXAIyKUh3qlw7VdGePhrR4irbpwI3GqChG5HUaBJBOlun+V97/lTXom+i38n/wHWV+A3vyFV9WdmwG63m/p3huZbLBZjdnbWdI2bm5vxeDw1t4AdRKnLXiwxRVFoaGgw6zuNzo/l5WUz2VdL8uOZjuFls1nu3r2Lx+M5kK4JIQTT09NmCUel+6+EVIwh262trQwMDOzbE9qwdHeywqq18KSUpFIp1tbWtpWxGIoymqZtOedcLodQBGOuMWzSDUoaMaRz4afuErqv4D0KSXTGo2ySXR7qaZWFN/MPCi0q0aJ5i0pzeIi9FtuyLi8hUpYYLdrqlr8rSR/2Bwnz9xyw8ZKK46s5VHIkw4LW9hzt/zbI8D9sJZZzIWnBQYZmS4Co7kUIBb8txgu+r3Ly5WHuWf45J9sr69usBIbG29GjR8lkMoRCIWZnZ83hNIb7W2mJz0ER3n7u00h+WCwWwuEwHR0d25Ifzc3N+P3+XYn2mSU8KSW3b9+mr6+v4q6JahCPx5mbm6OpqYmzZ89WtW05C299fZ2RkZF9FS0wiomXlpb2baqakZwQQnDhwoWSZGdYAoZrput6PjEiZogJFYuw4F/z8N5/8WlCEzpiQ4cNCF2zYh3P0nbSimxTyWYlAadAnc2RixeclwrxkdLWVVNjBNa2/i0X2u52rgUV2tn8PsKS9BVoHQvjfRhHPZUjioeo9BKTHiQCnx4hIFtQVJ02NcSLL/8rNhI/jZ+9X2fF7qfNZtuW5ClUP66kxOdpyvwa10up5EcgEGBiYmJX1eN4PH7oJpbBY4rhXbt2raIv2nB9K/0CjWlLPT09NcVYdiMVI153+fJlXC5X1fsuBWP4uJSSa9eulRXrrMTCSyQS3Llzx5xCVbhNIdkVy20ripJ3Z2hlQzixafCj/+Q/kY5YENEUEkicUAjeymdYtYdZeJhFP2Mn+1oKP6A0qIh2G1m/k3Szk1xcAwl6TiI1HZnRyaVyqEKgN+ZjQooqURRQVEGm3YnFoWJXs1hEDpGTpL/ZRstkCmswBw/B0p3jzK+P89f/9kWsIktKQFy6yQmFlHSSytlps64S0psQSpKvuX6J9yd+BoW9lQnt1mlRqP925MgR0w00Snw8Ho9p/RUOv3kaLDwDpZIW5ZIfPp8Pr9eL3W4nm83WPLEsFArx4Q9/mM9//vPjwDTwvVLKcPH7hBDTQJS8g6BJKXcX3OMxubSVNNzD2+1l5SYkFbeIhUIhEonErtvstK6dylmMcZL7Kbtz69atiktZKiG84uTE3NycuY2R9Tasip2O14SfxtwZPvCrn8A9F0d9S+JpEcSuSB4tbv/OIh4bkE9M6Os5WE+ikIR3dmH/ynYBUt2h0pAqbUVb+7z4Z7dex+FvaKAzuGk6zkPqvAW7zOD76wgT7z6GX4mAgLTmIK5bQUoWZC9+JUxKNhFWsrxp+wLXM+/d9bMrh2qsseIauFgsRjAYZHh4GCmlKf90UJnfJ6WFVyr5MTw8zE/+5E8SCoX45Cc/yfvf/36uXr1a1X308z//87znPe/hc5/73HEhxCeATwA/tcPbv0FKGah034eqAa+SJEImk+Gtt95CSsnVq1ex2WxVadQVotjCS6fT3Lp1C6fTuc013AsikQjxeJyBgYGK44DlXNr5+XnGxsa4evWqGQM0SFJKaVp7lcxX/T++NsfR+/Mwkn+fGpGEVCe+aei6aMXxchPKSQ+ZPgfJm9GS+9BLuKgAmnvn5FGiebvlvBHKn3Om2UL2ZQu6TcWxluG5z9wlLP1Ma33oqOiqQho7GdVFXHWxkDtCXChE8TClrm7bb7Wo1f0UQuD1ehkYGODKlStmwfvi4iIrKytMT0+ztLRk1kPuFU9a7diAkfx46aWXePXVV2lqauL48eP82q/9Gr/2a79W1bH/5E/+hB/+4R82fv0U8O1V7WAXHIrWMgOVtogZkuaVbrcTCknFUGg5efKkOahkP2AUE3u93qrGJu5k4RmdE6lUaltywijeNiy6im7Y+DK2//pTsA45rwIJnbQPIjfTiCyIu1maN0tKZr+xjWafk4zPTtaikE1LtHCaXDiN9UGo5O4zmhuIl3wt5nKSc6ho3V5Eow3VqWJDJ/CSQsf4OuIBgEb2GwWOYJKLrw3x1RdfRAC6VMlabGiqiqJbUKTKKjZU7Dhze09c7Fe8rXD2ha7rtLa2kkwmGRkZIZfLbRH/rIW4DtLC28sQbavVykc+8hE+8pGPVL3tyspKYe3okhCibYe3SuCzQggJ/LqU8jfK7fuxlaVUgt2Ia2FhgdnZ2ZKzZ2slPGO7auN1lcQaC4uJb9y4wd27d2serG3ASE74/X4uXry45XM13hsMBmltba04pmn77N9EalaU0RhKg0pmwMdsIoN4tDUBkbMKeGsdx3qGYptt9VIfrsgims9JxmEn63SgWVWSMQsbC06cuPE6c2SSaSzksJLD3QopxUFfKgeT61v2F31fO50Fp55O2+E8PHfzDp9/8T1EUg047SmkULFIG1kgZQEhbaiykW/JvFjRue+Gg+qKcLvdtLW10d/fj6ZphMNhlpeXTbkyI0ZWzeCbwzYYqJI1fdM3fVPJ4Vs/93M/V82h3iGlXNwkxM8JIR5IKb+82waH3sIrbBG7fv16yRu5VsKDvDae2+3ecd+lYFiGO32pmqaZw7uNYuJqJaKKCc9IThTOyDVgJCcGBwdZXFxkZmYGh8NhjtXbMRM8/xeoC0Mwmp8yr0RzSGsaf8qGeLed1FAKPZiP161c60Z9db7kfjbsjXjTs6hpDXuRNSdFP+fkDCSLNlqD+d7SD+5IJh/D1ewK4Wt+bCKDZzmOR0/RNbrAW4PXsYr8xZsSEqcOcVROaH18PH0V6z5c1o8jo2qxWGhtbaW1tRUpJYlEgmAwaJaAGNbfboOvn8TEsnKopK3s85///I6vtbe3s7S0RGdnJ0KITqBkjEJKubj5/6oQ4o+AG8DTQ3hG0sJAocZcuRaxaot00+k04+PjKIqyzVoqh93ia6VauqByafjC9xvYrXOiMDnh9Xo5deoUkL/oAoEAIyMjaJpGc3MzLS0t+P1+c9+2134cmZBgVRCb5SARlx3vrQheQCqC8HOdrDudaJqOQumBAtb1nRNGWblLJnpj+8yOtM8BUmHiG/vpmV2i9VE+qRHu86D6Jd86/QW+evJ9aLqOTYJdKnQmfLx71se1gdM7HqtaPO5eWiEEbrcbt9ttloCEw2GzEsHhcJiZ30JVnsNIeIXzLGrB3/gbf4NPfepTfOITnwD4YeBPit8jhHADipQyuvnze4GfKbfvQ+vSGjd5JTNcq01aGPG63t5eNjY2qr6wdyK83YqJD6JzopDsii964+YxXKdgMMjCwgKjo6P5oLrlr7DHoygPYmhHnWTcAhkWuF59OykhdEnT8BKWdh+2qQg5u5VoXwvxZj8pq41MJoe+uk7DeghdVVBy289PKKrRnGEijYWcxUkmJJm+dgbFa8EjNXrWVhhYC8L9GdadPhyJtwP7cllFHtUZnJ3heMpPg7WN01GVgcUMaytrpHMhppneUydE8Wf7JDOqqqqaFrqUkmQySTAYZGxsjEwmYxYAG50z+429EOle28o+8YlP8L3f+738o3/0j8aBWeB7AIQQXcBvSSk/ALQDf7T5HVmA35dSfqbcvg+VhXfQLWLwdizw8uXLSCkJhUoH23dDMXlJKZmZmWFlZYVr166VjL9US3hG50QgECgpAJrL5cwyh3IXpsVi2VI2EYlEaLj1fyFXU4gsWMNJ9CYbgaYmmu9sHw+w2N+FZyqCms7SML5Ew/jb7wkc6adhJQhA1mIl6XSRtDlJJyxkUxKv7kLSRZM9gzWTxC2TWNBAi5LeSHNkJlOy0X/F1UpDIgLAak8zarOCKxJGUXX+xfwfke3+V2AHjoDP42NjYwOHw2F2QhhqwLX2wR6WvlfIGwwulwuXy0Vvb++WAuC1tTUsFgtCCLMAeD/wJC285uZmvvCFL0B+2LaJTRf2A5s/TwEXq933oSI8yAtqNjQ0VNUiVgnhlYoFJpPJmqyuQvLSdd2cSLbbmquJ4RnqzEKIksmJnYqJK4EQggbrq1gjq2jBt+sdlZRO29waqZcbCHn9+N8I4FjLx+PkYulSFICN1nYaHs0AYNWyWKMb+Nh4+w2+Fk5EFo3SvS2w6xkiDjf+9PYsbjZpY7GtnfSAmyNrU7AIwd427P0K9vXP5Amv4DNRVdXshDDUgAOBALOzs1sKZnfTwCvEQdTM7ZdsfOH5OJ1O81qcmJgglUqZ1l+l2nel8CQJ7yBxaFzaeDzO9PQ0fr+fM2fOVLX/cmRi9MO2tLRsiQXWEvszjqfrOul0mjt37tDR0UFfX1/ZAS2VHKswOZFOp0uSnZEFq/WGVEP/jrTmQunSycTs2DbSBNpb6RxbwpZcx7e0Tq5ZYerGMVJxJ46vTu64r6wsUySu736DrzibTcLTFIVHgwNEOryoXkmHWENZKyhmDlsQx+KoGwGkHkIopdV2ikchGioohRp4hhzSTjf1k3Zpq9mnw+Ggvb2dnp4eU/C0Gu27/V7rYe2jhUNi4RmB2YGBgX0ryDSwW33dXgqWI5EIMzMzFffZVuLSFicnpqamzNeK43W13oxSxsnFbmObTqNmckTPtiDeyuEsKkNRczrHxyYYPXmF0/4EgePNrDW3EbN60OI5rLMBvFOz2Nc3djjSJqylCTGjWNnwN7PYcoylU314ZZRT0TGOZ6dgGXKrCrnjKorcVGexW8m2OWhMLJHubkJk/zPY/7752ez2eRSqoBgaeMFgcIsCsmH9vf05HUxZykGTaCWCp4b1t5urvxcLL5FIHMo+WnjChCelZHx8nGg0yvXr14nFYqysbG9PqhWF8bpSsY1aEwlGD+HVq1crjpmUs0J3m05WaZtYJYjHfw3HkhVnJq9q4g0FmLzWR8vXSmda7ZsZ2JbVIC2rwS2vpY46sLrSKBdPkLHbSWElJy0IRUWTCjkNLMLNYvZ5HFoWuxbHrUfwyw08Mg4sk3b18VzwjW3HVXWdRf9ResMTzJ0exO8I0rE6RaijA4sXZPqz5JSPV539LtbAMwih2B08jKMPS6GcJVZK8NTQ/CsUPHW73dvOt9bzj8fj+xZL3G88MZc2k8lw7949/H6/Wau2l3q6Qui6zsOHD0mn07vW11VbGyelNGXpT5w4UdWXutONaazViC3uJTlRDqurqyjaX+BUM8Q7fLiX80kBR9qO3zXLwrcMkgnAkZt5Fzbq8tI3Nr7j/iKuRo4uje16zIcD1zgZvrXj63aXbXuN3iaCtjaS7/BwYu2O2awRy7jokvNEnEFUVTWVS4yGdcP6rfSzKiYEwx2Mx+MMDw9viZUdRlTjeu4meFo49rGajqBSiMViFQnPPgk8EQvPcDOPHz++Ly1ihchkMty9e5fm5mZOnTq1b0/pwvkQHR0dVZNPKWvSSE40NDRsW6vRE5tMJvesPmtkkUOhEIPdC3jX48T6/WRCFlRNp+lRvqC4ez5PdKvv7mFR6SCzqHBjfrv1ZWDF30Xbyu5D39VCIb1SyGw9r0BLB0snB7CKLDSJPNkVIOVxYpEZMt4o7kyayfFFNE3j2LFjZowTSgudlkOhOxgOhzl+/DihUMgsBamkEHg37HX0YSnsRQC02NWPRCIEg0FmZmZIJBJMT9dW5pNIJOjp6alpTQeNx054RhtXqUHbeyE8IYSpX3fixAlaW1v3Y7lA3kS/e/eu2eUwNTVV0/Cfajsn+vr6GBkZQdd1WlpaaG1trfriM7LTAGcuNSNG8+v2JDZYunYMfVTQPbPVimsLztPGPHe6X2L8PecJywZEOEvXyjKdS9Mom6eRtlTQhpcuo0Cck0z0nGWjo5k2ZZHe6AQtoXzL0SPlNGyGgpIOJ6sX+zmSHCMtbFgt6zx49AfYxLs5d+7cls/ESOwY2WzjmjKIoRKyKiwF6enp2VYIXEsb2EFgv1rLipWPX3/9dex2+5YyH+NhUE7wtJ60YKtM+kG0iGmaxv3790sS6V4QCAR4+PAh58+fx+fzAbUlOwotvN0KlAvjdZ2dnXR1dZHNZgkEAkxPT5vuQmtrK01NTWWHjw8NDdHU1ER/fz9B5XdR/DkMh6UzOsFw94s0Ti3iihWVhkhoX5yic2Px7b81QaLNw5LzCAn8pDNehi8+j5rRUDIaMpnBqmVw5jI4tTRqOknWZmPWfYy4003a4SBns2Cz67gsCZz6BopT55g6UlJfoCM8Ax5Y6BzA2pOmP54n7nHnBXxyFpoCHHcd37adofUHmKRnEJ8RBy3n+hZbY8WFwMVtYIYA6G4iAAcREzyIzK+RGOvs7KSzs9Os3TQ0/2B3wdPDOrEMHhPh6bpe0VjD4taySvf98OFDstksV65c2bcP2nADV1dXtxUT15LsMGJ4c3NzLC4uVpWcsFqt5sVnBJ7X1taYnJzEbrfT2tq6rWc2mUxy7949jhw5YoYNsrlRBpVllvo66JxdRpeCIxv34LzkgeMqnW8+xB/JJzPmPd30zC5sOw+XFmMwOgTAI8dpjiij4CD/z7f9vJPeMO160bhJDXPQWcTqZyetTruW4JXB93DV81XsqbcL+ZK6QMpWREMMyiT1i8mvsI7RIEGD+ColjuI2sEIRgIcPH+J2u03rr5y2417xOERFhRBmmc+RI0dMufvCmcaG9Wez2fZk4f23//bf+Omf/mlDKPealLJkAFgI8X7g35O/en5LSvnzlez/sQmAXrhwoWzgt9okghGvMwYM116qsbUEIZfLMTIygqqqJWdw1GLhCSFYXFzE4XCUVDsudL12u4CLA8+JRIK1tTVTbshwsWZnZzl79uwWC1JN5YnH25EitexgXu3i2Fq+9OVU9k2SZ1y85niBk7dGCTn76WE74RWiObV7/A7Aou/OSK5MPN8xUYBH7acJdbUwYHtAoyuMXd8UHAXun76E3ZMjJhpJFPeslYHxuRqffaHrm8vlKvr8S6FYBCAej5sCoLqum9bQQcXwHreKcim5+1AoxL179/ipn/opbDYbk5OTZVW9S+HcuXN8+tOf5u/8nb/Dl770pZLvEUKowK8A3wzMAzeFEP9TSnm/3P4fmwDofqepI5EIN2/eZGBggMHBQSwWS03ucLEqSSqV4tatWzQ0NHD27NmSX3y1Fl42mzXnnpaaOWHcbLVkYl0uF/39/Vy9epXLly+jaRoTExNIKZmfn2d1ddW0mjU9P1jCo68ze+E4WRq27MupJXg+9iq2sxrTnc3cOfccq01dxYcEICz8+HLrZddnlbvH8NRMvuxl1nuUrx19JwuXezjSO8pV9Ss059aIZfMWe0q1M3r2Aufsd3DlkqRRCcu9Xb6KomC1WrHb7dhsNqxWK6qqEo/H0XWdbDaLpmlViz54PB76+/u5cuUKFy9exOPxsLCwQCKRYGRkhOXlZbLZ7cIJteAgCK+aGjxD7n5gYIBr167xh3/4hyiKwp/8yZ9w+fJl/tk/+2dVHfv06dOcPHmy3NtuABNSyikpZQb4Q+BDlez/UBQeVwtDAqkwXrdXTTxFUczscTnBgmoIz0h4NDc3Y7Va97VNrBDGcKBEIsFLL72Eqqqm65svsLXQ/FyASNyHLxfhBEN8re2dZOetWHNbbz53LsZVMUK3ZwpOQEhtZT53hHDIQcv6OoOhMYJqJ41amaJjwCZTWyRWksLBsq2bDUcjwuskoSokOl0c903Qx9S27ZWUxrqrgeCJNs5a7wHg00JI4Scm9u/yNUgjHo+b8VWj7CWXy5kPjWozv4YAaEtLC/F4nL6+PgKBAPfu5c/FcH0P0+jHvRQdG8nCX/3VX6WpqYlAoGL19WrQDRTGSeaB5yrZ8LERXqVDaXaDruuMjY2RTCa3JT72KvNukGglIqCVEp6RnDh//jypVIqNjbcJYj/JzujntVgsXLx40bwBCrNu4fQoOWuQyaZ+Lq8NkZIOnle+xsqNDoKrvZyffHvWbly46Uw8Mn9vyq3RxBo0AU2QO6IQWm/jdtqBJi24HAobcRW3VSGeUHDYIbYu8Lkl0gGqXcNpi9BkX6XZvsYRtraq5Tw7n7uuKCSPehi05uv90tLGff8J1mUDqSILda8Ih8M8fPiQixcvbrkGjNif4f4CVcf+jPIRr9eL1+vdEgvbi+DBYZyTYcTwhBAlqyV2E//80IcqMtRKnXBF5HIoLbxSbT2F8bqTJ09ue30vfbHj4+Nks9mKRUArIbzZ2VmWlpbMhEcmkzG32c/OiUwmw9DQEK2trfT17SxtnnKOYwWafctMRI+TTls4yyhd+iJdLYs88p8kNmXn/Po9FrODHOfejvtShY7VKrnsvfP2H41OIqPLrg1Smh2Hp4RqQBESOS9eJWL+npQO7juv4O1cp82xQKcznxlMSztvNjxHm2eKqewAawnBvdF7tLa27jlBsLa2xtTUFJcvX95WZlJN7G8n668UMRXHwow6OGPwt2H9leqCKMR+E95eLDxj+92+i93EPyvEPNBb8HsPsLjDe7fg0BGe4WIWEk8kEmFoaGjX+rpaXNpsNsvGxgbt7e1cunSp4gtnN8IrnHpWGLQtHrBj7GcviMfjDA0NMTg4WLbucFmJ4pD9tIoZkq12ErNbs2hHrA/hJNxcu8b6/Ua2F3sUoQJrPavbcJSSSSlCKuPBa40wph1j2dvJ5WN3uGp/BYCE5gYJKengNedz9Pjy1qFQbXhdgxw5coRAIMDdu3eBvItYbb3i4uIiCwsLXLlypaKh2qUyv8XWXzH5lVNKKcyEGsIRoVCoZBdELXJX1WCvhHcQyZki3ASOCyGOAAvA9wHfX8mGh57wFhcXmZ6eLltfVy3hxWIxU4a9p6dnXxSPs9ksd+/epbGxcZtCs+Fya5q2Z6sO8u6XEWuqpFE7roRZpZtWZvDbVwl4+wiHG2iU61ved731Fl878iJhTxNTgaNE11z05VbpS45hEW+fs43yYzFzwk5+bOgOr6Mwk+njkTzO0ZMNnOi4zwkmtrzHZYkTSrcy6jlDT1ue7EZzF1gSLfhl2zYX0WiVMuoVW1paaG5u3vEGNjpQrly5UtNNvpv1V5h5N773SmG327eUIhnW3/T0NBaLxTyvw5b5NdZT6/X9R3/0R/z4j/84a2trAH8mhLgjpXxfofinlFITQvwY8Jfky1J+W0o5Usn+H2sMrxIYxFUYr7tx40bZp1o1hLe2tsbY2BgXLlxgbm5uT0XEBozkxODgIO3t7Vtek1JitVoJBAJIKWlra6OxsbHmi2pxcZH5+XkuX75ckUAqQFIkkSLNeO4Kx9W38LdMs9Hg5t7987wr+5Ut7222hWi0h7jaHcqHh4Fk1snQ4kn0pAcCcXy2HMFsIw41hVMkUUp8vRkt79bEdC9BtZuVTCPSaUXYUnR3rdHmn+OoZZrYqocjHaUrChZSRxhrPE5vZ/712dQp4nYbaemkK7e1Q8Vms22rVwwEAqYqitGt4nQ6kVIyOTlJMpncEvfcK3Yqet7Y2EBV1Zr6fQu7IAYHB7cIHiSTScbGxvasf1eIvVp4e3mYf8d3fAff8R3fYfxq3kiF4p+bv/858OfV7v9QWnipVIqRkZEd43U7bVdOWkpKyfT0tKkibMy0raVNrHCbwuSE0Y1ReExd17Hb7bzwwgusr6+bhOtyucyi4UriT8ZNGovFqh5uHJLteKVgFTd90kGXuoDFkuPsldu8NnuZjrk4A5YxkNDvmt22vdOa5HL/HfP3SMSHz/V23E3LWUikneR0G1rOSiLlYGmtBfVolmbfGh4e0L/D2rLa9nO/v3GZeIeT3ivDiMARAFYS/azYGrCINOTsnJQ7u/HF9YrJZJJAIMCDBw9Ip9NIKXE6nZw/f/5AZkIYa1AUhZWVFZaWlsySpL0UPcNWwYPXX3+dlpYWUwLKZrPtWfBgL4SXzWYPRHJ+v3DoCE/XdYaHhzl16tQWYYFyKJelNYqJLRYLV69e3eKK7MXCK05OFKI4OVEYiDYKVNfW1rh79y5CCNMCKeW6G+t3OBxVDx0CiGEnyjF61HHe3Hg33+T/tPnasb5xct2CV++9m6bVeU5aJ3beEZDOWLeQHYBF1fC5CtxXP2i6QrNvrezaHPb8DaLlLNyafQ7bmRhdV6fIFwYJMlk7oUQbU6IXhyXOaqaHgOyhk8prO51OJ729vXR3dzM0NISiKFgsFt544w3cbrfZNrbfnRGLi4ssLi5y5cqVLV5KLYmPYhhxwUL9u51mXzQ0NFRMqrqu1xwnPMxtZXDIXNqlpSVCoRAnTpyoiuxgd+JKpVLcuXOH7u5uent7t7xWq4WXy+XMPspSFeXlkhNGgarH4+HIkSOk02kCgQDj4+OkUimamppoaWmhoaHBVGrp7OysWYUih5MQPjqkyop08WboPVxt+oL5uqpKjl++xZ2HF1lZasce0elhhm7P9uTX2kYrPY3lk2JarrL4UiJh4QsT30DHSzMM3Bje/nrawXzmDN6GDSJpP8t0gF59IbsxPrOlpcXMaEspicVi2xIfLS0tJftEq8Hc3Bxra2tcvnx52/VRSeKjnPVXKtbmdDrp6ekxBQ+M2RcTExPm5LPm5uZdQyF7GcIdi8UOrXAAHBILT9d1xsfHTVmZSjJlxdiJ8AwFlZ2KiWux8IyYTFNTE0eOHNmXYmK73W66KblcjlAoxPLyMqOjo2QyGXp7e7fFBquBTfahMcpw5jwuPYnWFOOLwQ9w0jJCp3/GfJ/VYuHSO181ToZHswM8utlLs8zRZpmks2mF9WhDRYSX1ba7NsFYC0uxboIZG8JvpeXoGsvYuf6Nb5Xcx/DYCyxp/bQcmUTTrEzGTmNpjqMmd59kVwyjrKmnp2fb+MzCxIch1DAzM7Ml8VHtMKDp6Wk2Nja4dOlSWctqp8RHYReOMbej0Porl1wonH1ROPnMEPHYSe5qL0mLvU4sO2g8ccIzhEAbGhq4dOkS09PTe+qYKISheHzlypUd4xnVWnjxeJw7d+5gtVo5evToltf2q5hYVVVaW1vN7o/Tp08Tj8e5ffu2+ZoRfK8UXXort+mlWV3ALvOxTmdzkKlsF2OjJ3np5OdRFR0ZKyApIWjuX6S5f9E4QSYeDTI2eYR01EdkXUfmJG6nglWVxDYyKOi0NEIyrhNIeAhPeUnbVZqPJmk5uoy/LUIfEQorBie/vN1qffXmiyTavHhPrJMazl+mb81cxzkYZXnjJI32tgpLTd+eb3z06NGy5TvFQg2RSKSgW8Vqur47FacbcdZUKlVzfLCc9adpGoqimP9XguLJZ5qmsb6+bspduVwus+j5oIdwP0k8UZfWqK8rFALdS4uYcUFUqngMmBdOJSiUdRoZ2ZoF38/OCcjrBi4tLXHlyhXTvTAydGtra4yOjpLNZs26M5/Pt+sxX8i1859kK23qDEHtbevIYtWxnN7gr+beyxF9AotlFxYRgrajc3RFWzh19mbZc1AnTzJwcucBQAY8nvwxdV3w2s0Xyfa4cV7fwMv65holo2PXcZ6IEllvZ9nn4GKmMpfWqFU8deqU2XVSKYo14ozEh3FtFYYdDOGLhw8fIqXk7Nmz+1IQvFvZSywWQ1GUmjK/RmmLIXdlCB6MjIwQj8dNMi13XRXjME8sgydo4S0tLfHo0SOzudpckMVCOl2+WLUYRlytsBauEsXjSrK7UF1yYq89sUYcr1RtmMPhoLe313xKB4NB5ubmiEaj+Hw+s+ugeDsvFqxaL8syTNaS4Yvz38ALba9jt+Xr6Xy9YVazLURu9xF/S3Lx1D1crljJNSbilVnElT63Uimdr71yA63XjfO5BJbCMY/ARroB7UKCbMrJrL2bVLqZK7L84KRIJMLIyEjFtYrlYCQ+jNmw4XCYlZUVHj58iMvlIpPJ4PF49lVpuxiG9bexscGjR49MK3K3oudyKIwn9/f3Mzw8jNvtZnFxkQcPHuDxeEzrr1xSpx7DK4IxFyIej5esr9uLhZdOp7l582bJWrjdttvNpTU6J2pNTlSDXC5nXmznz58ve9MUD9g2xAKmpqZK6uRdSPVx0zFHM6s4exK8FbtC88oqJ3rzfaqqVaK1SeQAvJW7QHikGV9ap9E6x5nTI1gs+e/F4ah01F/p90U2PIxP9bAWbcLR5udBop1T75vGWlTMPP3wGLNKJzFrG23MMLVxhpTPxozawwVt96C6Ic1e3Be7XygUBM3lcty9exdFUYjH49y8edO0vPea+CiF9fV1Hjx4wKVLl8ywRiHhlVJ6rubalFKarYpGUicYDDI0lNdB3E38sx7D24QQYku87vLlyyUvhFoJLxQKEY1Gef7556t6mu9WzpLNZrlz5w7Nzc3bkhOwdcDOXi9qY3ZuT08PXV2lJZl2gxDCdL+OHz9eUifvb7W28mXRSVrmLTfFkyXkauSr997J82dexWLRsNjy1q6iQvOF/JSyGB6+Gn2RzEMHIhSFhKBhthubNYvNlsZm01DVLDabhsXy9sNDERCLuZlf7GYt1sB6zo61C3y9GlwTm3qhGxDo3HIua7MdTMZPYDkdx0WSwF2YHDtD4rjOTOQofclWhG/nz3t1dZVHjx6V7Ivdb+RyOe7du0dzczP9/flKw2w2a/bEFlre1SY+SsEQOLh06dKWTKtBaMVFz0bSo5qyl8IYXmFSZ2BggGw2u038s6WlhcbGRqxW655ieIXin2+88QbXrl0r+T4hxDT5Fp4coEkpS7+xBB4b4Rk6c8eOHdu15KRawpNS8ujRI4LBIE6ns2rXZaekRbnOCV3PD+K22Wx7JrtoNGrO4thNlqoaGDp5/f39ZuZxfnoan9fFcmsnuTmdk70PEApYL2R4Y+kd9Gcn8LtLaK0DNm8O24U4oDD8lX7cx0ufs56T5DICPSOYCjVw+nwr+AUq0IzxvW7d1t+Q/z+y1sCdhydxvqhhURLm++IpN6nzVhZn+lm3NPKjayE2pKNkfKmw7q2WbH81MMqFjCHYBqxW6xZRgMKODyN21traWrXlaXRXVELkhutrsVi2KD0b99ZuZS+7ZWmtVusWryIajRIIBJidneW3f/u3SSQSnD9/vqa5voXinxXgG6SUVWtPPTbCs9vtXL58uWxmsRrCM1xAm83G1atXee2116peV6njlZpjYcC4cLq7u7l7927NWVMDhlT7+fPnDyzYa2Qe29vb+ZsPxvjXaQ/B3iaGZq9wsn0Imz2L2pliNt2L+sBJ0+IKA4Pj2F2lxTsVZefEhqIKFCfglGBXoYKLPqfpfO3L17A+J3C9lMMgulTAy+z6SVa9zShLaVYbWzk23sSHmpe2xS2bmppYWFggFAqVrHvbbxjWf29v77YhTIUotLyPHTtGKpUiEAgwNjZGKpWisbHRtJB2s7oCgQCTk5NcunSpaqu1MPFhtVrLlr1UmqU1xD99Pp85jOqTn/wkn/3sZ/n0pz/Nyy+/zH/4D/+hYuI7ffp0VedVCx4b4SmKUhEhVEp4yWTSdAH3MhKu2MKbmZlheXm5bHKit7eXvr6+bVlT4+ldSexmdnaW1dVVrly5cuCzD4yi25PNzbQID4lcgGifg6HANU4ExvB2B1HsklSvJNjkJaBdhocWWIox2L9Ex5G39cu8vsqSFjvF+sJLfqYmW8DjZ8NpIaY30vJyFKPOREupLI6eYvGkG9EicN1XmHL1YX3YyqcGddqc2+OWo6OjAAwMDJDJZA50jmwmk+HOnTscOXKk6ul4DodjS2FwOBze0mpoxAULrz2jLOby5cv7cp3sVvZSSILVtrwZNY4f+chH+JZv+Rbu379/UMkbCXxWCCGBX5dS/kalGz7xOrxiVDLIJxwOc//+fc6cObPnocGFvY2jo6PkcjmuX7++7YveKRNbnDUtLFptaGgoKRRglC9omsaVK1cOrJfTgFGHNjAwQHt7Oz+Y0vgnK2fp9Y2RbskwnDlB4yvrnHpxFC2rYAeERcDJHJx0MsVRJtYGyTzI0usPITMJoiFbvqTFpmO1lybAZFIjEbGwNNPIUtBHyu3GesyBtdMCm2E7BxC99fZNMf9mL4sdHcjLCgLIBm3MbrSR1hr421hpc779MDQklRYXF2lvb6evr88srM1kMmbiwO/379uNZ3TtHD9+nObm8pni3VA8CS0ejxMIBBgaGkLXdTPbvrKycmAueqH1J6VkZGSEtrY209KrtuXNEP+0WCxcuHBh2+v7IP4J8A4p5aIQog34nBDigZTyy5Vs+FgJrxLV43IW3vz8PPPz87sWE1cDo47pzTffrCg5sdsXbrFYzNiNrutmYefY2Bhut5vW1lYaGhp48OABfr+/YmGEvSAajZqy9UY92QcdFv5Jws/d5DlOhyZx9m0QerGRB/ev02KZwt2+PY6ntEocrRbWaCNwz0mgKVnwqkRqEj0NelYispJcVrKWUAl7BOK8QIEdO19TKZ3YvJuZxEliV9++qdde62LuZCcuj0rTciP/8B1bpeiNvmu3283Ro0fN4lrj4RMKhVhYWGB0dBSv12u6vrUSRyKR4N69ezXV9JVDYWmIkRyYnJxkbm4Om83G2NiYKQl1EHp4Ukru37+Pw+FgcHDQnLK3U9HzTtZfuYll+yD+aSinIKVcFUL8EfkZF4eP8CrBToRnlIdkMhmuX7++Y4yh2mBpMplkfX2dixcvbkum7KWYuLCp20jtLy0tMTo6avY0plKpA3W9gsEg4+PjXLhwYVt88IfSNv6dVWeo8QQ9by7SdXWB0Bkrs+NXcd+P07weoql5mbaT4W37zWSKLTqBsAhUy9sTFy2Ac9WOUHauqUwF7MyPeVgKNrL4fCNYNudKTLpZ1gYIXHFDXBAL+vj9k1vJznDRW1tbt/VHQ/7h09bWRltbm6kmbFjfhmVVTeIgFosxNDTE2bNnt8V1DwKBQIBYLLZlPknx+ltaWvYl7muQnd1uN8kOalN6Pugh3EIIN6BIKaObP78X+JlKtz90hFeKVIw+yObm5m3CmoUwqt0rJSYjOeFyufaV7IphWLbBYJArV67gcDhqjvtVikIV31Jxn5/ogH//ZR96f5y50z0oI25aj05glyr6GYU1WlijhYlljebFMG6xSOeZKKpdVtzSlUhkKHT6Qo9UVudcRC0NyOMdpFvt0CKQtwFLBpmGtTv9TJ9tRdoUrA+sJGf8fMgludzyNuHt1Be7EwrVhI1uld06JophFDCfP3/+sdSYLS4usrS0xKVLl0xrrrDjw1i/UaBeaeKjFHYiu1LYSevPsASFEIRCoZo/o0Lxz2/91m9ldXX1L4vFP8lr5P3R5jotwO9LKT9T6TFEGRdzX+VUs9lsRX2rr7zyCi+++CKQd8mGhobKlrMA3Lx5k0uXLlXkshjJiYsXL/LWW2+Zx4P97ZyAfF3Y1NQUFy5c2GZRGN0Sq6urZtzPcL1qie1JKZmamiIajXL+/Plds21/Nq/wQyM2PN1xUufSOKeSDKaXcFwNld4glsXxIIQ3EkdXUzgcIGUahx1AksnoKKrEYtGR6ESXFHSXDZrbCLU3Qmtpa2rjizoWPyy2nCDW7kHEBeIVD2HVyZFVyd3vTKNufhRGPHJwcJCWlpaqP59iGEINgUCA9fV1PB6PaT1ZrVazyLfUd3cQMEZrXrx4saJMqa7rZuJjfX0dp9NZMvFRClJKRkdHsdlsZcmu3BqklNy5c4fv/u7v5s0339xTIrEA+x7vOXQWXiFWVlaYnJzkwoULFT01jCLi3Qiv1uRELZBSMjMzQzAY5OrVqyXXVdgtURj3Gx8fN+N+xs1XDsa5qapakWbet/bo/JvVDP9oyk1q0QLfCG+9corGO3E6M6v4egIoXQWupMdK6lo7gdc1PM+Vv3SyIoH14s4koQcEq/dtRDb8xF/sBASOEUlovgU9qeKZhp/9xoxJdnvpi90JhWVFRuhhbW2N27dvm62K586dO9DQg4G5uTkCgUDFZAds01g0Cs6Hh4fJ5XI0NTWV7LU2yM5qte6J7Iw1DA8P8/GPf5yvfOUr+0V2B4JDSXiG4kQ4HOb69esVB5nLJTwMV6ilpYWBgYGakxOVwIg5Aly+fLmi/ZWK+xk3X7l6PyOm1dTURH9/f8UX8N+6otOkZvj79+2kvqjiaY4T7nMT5ghwBP9YBNfsHM0dUXznNgPXmQp17pI5/AW/ZwI5ouMCTW0i0NjFRrMfzgkcdyIQkVhfs7Nia8Q7I7EsS376uSzffiZ/zP3uiy2Fwq4Cj8fD1NQUAwMDzM3N8fDhQ9P13Ys8/06YmZkhHA7vSW5eCIHb7cbtdm/pijBqFgsTN+Pj41itVo4dO7ZnD2Z0dJQf+ZEf4Q//8A85ceLEnvZ10HisLq2maWVr7DRN40tf+hJdXV2cPHmyqi9/aGiI/v7+kkFlY2hPKdf4lVde4bnnntu3NrFsNsvQ0FDV5LMbjHq/tbU1UyWlrS0/xCadTnPv3j36+/tr1sy7+Ujh+//KxlqnjpAplMs6elHTh3UtSv/GCkoogLU9jUSiWAROlwqqJKPlUC0CqUiEKkhMpJEOK7psZtXbzkZnG9u8lJxE+VwU3dtKNmvFPgSdEfjdH0pxaXN0mtEX+7jcyqWlJebn57eERwpdx3A4XLU8/2549OgRkUjkQOXmjcTN2toaCwsLKIpCb2+vmbip9RodGxvjh37oh/i93/s9zp8/v8+r3n+X9lARXjKZ5M6dO2iaxvPPP191+cD9+/fp7OzcVptnBKgvXLiwzTqQUvK1r32Ns2fP4vF49nzBJZNJ7t27Z9a8HQQK436RSIRMJsPRo0fp7e3d0/qnAvDt/93BggKpdnBkNKQrin5OQbS/7WI5bgeJnSuvSO0YC6Cd3V4nqa6msD/KEF9yotl8WDZyKKqCPmPlXWqOP/z/ZnButokafbG1dBjUgvn5eVZWVrh48eKO5R+F8vyBQL67yYibVTMeEmBqaop4PM7Zs2cPvB5TSsmDBw9QVdWsWQwEAiSTSTN2XI31+ujRIz7ykY/wqU99isuXLx/Ekr9+CS8UCjE6OsrZs2eZnJzk7NmzFU/kMvDw4UOzVgnyX/Ds7CzLy8slbxgjXhcIBFhcXCSZTJoxj4aGhqqfeuvr64yOjnLmzBn8fn/5DfYIY3ZBf38/0WiUUChUddyvGBtJ+JbfsPNQV0j3gHQIQCIicRo6kySPS7LTCeSl8h0GcngV6+VmSGkoI1EcG1biCQ9ZuxfjWhZBDc9KDi1s4XsaZ/nYN86aWeuNjQ2Wlpa4ePHigffFwtsjG41hO5Uik8kQCAQIBALE4/Et5LFb+ZQhFLpf2nm7oZDsjh8/vuV4hvUaCAQIh8M4HA6TwHe6B2dnZ/nwhz/Mb/3Wb3H9+vWDWvbXJ+HNzc2xsLBgKkDcuXOHY8eOVZ3eHh8fx+/309bWZgbwdV0v+fQslZwwMnZra2tsbGzg8/loa2ujqamp7A2wvLzMzMwMFy5ceCwBbqPs5OLFi6ZLVRj3CwQCNff5ZjX44C/a+OqKisWqI1ohe0QgbQog8cRDZGSWTCYHSIQCPr8FpJ6/RIUEAUpaQ1NdxEQjUtm0lnI6rtUE+mIOPe0gq9no1iW//gMZ3n1FN8ljZmaGZDJJV1cXbW1tVQ2hqRZGZjsej3Pu3Lk9HcdIPBmur8PhMB9AxgNXSsnExATZbHbXMqv9gkF2iqJw4sSJssczOj4CgQCappkzPoyOlYWFBb7ne76HX/3VX91S3XAAeLoJzxhEbaBQa+7s2bMmqQwPD9Pb21u1lTQ1NYXT6aS5uXnX5IShYbdbvM7o01xdXSUUCuF0Omlra9tmORlqLRsbG5w/f/7Ap8JXU3ZSKu5XiTqygf/4Rwr/6QsWxjM6UZeK25dBb8mR7HZCSgd3GatrZQO6/BBN41lNogdVEiknQgo8kSyWdbjSqfKpn83S6H37/CYmJkin05w6dcokj/X19T1br6VgCK5ms1nOnDmz7+RT6Poa7WKJRAJVVR8b2T18+BAhREVkVwwjfBIIBPjUpz7F+Pg4s7Oz/MIv/ALf9m3fdkCrNvH1Q3i7ZUxHR0dpb2+vWippZmYGTdNYWVkpmZyotZi4MGaztrZmWk4tLS1MTU1hsVg4ceLEgcdgCstOqm1Lq6XezzjeSsDB//jrE3xlVjCvCtJehQY1TiwHWlbH5dlsGRQSgTAtPKHrSIuDRMaFktZwRzQs64JBl+SHPij56HdDIV8bpRKKomw7v1LWa60yS8XHU1W1JjKoFplMhqGhIVKpFIqi4Pf7ze/gINRd9kp2xVhaWuKHf/iHOXr0qDkF7fd///d3VYvZI74+CC8ajXLv3j1OnDhRUm1ibGyMxsbGqpUoRkdHTaWTUsmJ/eqcSKVSLC8vm/pm3d3dtLW14Xa7D+ymqbXspBQK3a6d4n6GsGVDQ8OWB9LXbir80h8K3lqCQFpid0gUVUc3rhSx9X+LCkpIZdCn87e/Q+cHvl0pqRil6zpDQ0Pm9LBy52d0G6ytrZFOp6sWCtB1fVvv6EHCIFeLxcLx48e3KL2EQiHsdrtJ4NXGrnc63n6SXSAQ4Lu+67v45Cc/yfvf/34gH8ZpbW09SCmup5vwdF1nbm7O7DrYKUY3OTmJ2+2u+MlhFPjOzc3R0dHB8ePHt72+nwN2jALYwcFBGhoazBsvkUjsKemxE1Kp1J7LTnZCKcupsbGR1dVV+vr6dlRflhL+9LOC4LpGLgdaDnQdcnp+loW++f/RAfiO96u7yuKV64sth1wuRzAYZG1tjUgkgs/n27XR3iBXv9/PwMBA1cerFoYKyW7kmkgkzOvIiJtVE34oPt7Y2BhSyn0RqAiHw3znd34n//Sf/lM++MEP7mlfVeLpJrxgMGiWh+wWg5mensZisVRUsW08qQ0d/lgsxrFjx8zX97tNLBwOm5PLiq3IvSQ9doKhdnLq1Kk9S2FVgvX1de7du2cqOe/lxqsE1fbFlkNhvVkwGMRqtZqJG4fDYc6fqJVcq4Wu64yMjJiKLpXACD+sra2ZIqeVKqXsN9ltbGzwXd/1XfzkT/4k3/md37mnfdWAp5vwjFadcl/C/Pw8uVzOnBGwE4rjgMFgkGAwyMmTJ4H9HbAD+czo/Pw8Fy5cKOt2VJr02A2G2slBqiEXwiBXo6ym+Mbba59vMfa7L7YUksnklsRNNpulq6vLlJM6SBjyVYabXgsKJeINAjdc3+LM+36TXTQa5bu/+7v5sR/7MT784Q/vaV814ukmPCllRSMRl5aWSCaTuz4RS3VOhMNhlpaWOH369L66sEbNVCwWK5sZ3Wn7UkmPtra2HYmzVNnJQcLoZtiJXCuJ+1WDeDzOvXv3tuj0HSQymQy3b9+moaGBbDZLNBo90KSBruvcu3ePxsbGsg/uamDMxl1bW9sicurz+ZiYmCCXy+3LmMh4PM73fu/38rGPfYy/+Tf/5j6tvmo8G4S3urrKxsbGtlicAUMSu7hzIhKJMDMzw5kzZ/aN7HK5nBl/KS7YrBVGucjq6iq5XI6WlhYz6QFUXHayX1hZWWFmZoaLFy9W1M2w13q/x9EXW4h0Os2dO3e2WJK6rm9JGpSql6sVhZPM+vr69uMUSsIQOTUepIYQQHNz857KdpLJJB/+8If5yEc+wt/+2397H1dcNZ4NwjPcqFOnTm3bfmZmhtXVVS5durTN8onFYjx48MAkir2Sk+Eyd3Z2HpgChDFRbG1tjXg8jpTSnEt70GUukK+YX1tb27WVqhyqqfcrnBf7OAq0jdknJ0+e3DUGWlgvJ6U03cZqM+9GjLCtre2xqIYYdYSaptHd3W26vrWKhKZSKb7/+7+fb//2b+fv/J2/c+Bufxk83YQH+adtOWxsbDA3N8e5c+fMvxnJCYAzZ86U7JzIZrOMj48TDofxer20tbWZcwGqRSwWY3h4eF9mF1QCY+Sfw+FACLFvSY+dYBT4Gq1N+0Wuu8X9AoEA09PTFVuSe4XhNlfb6lfcKmaUSJXrM83lcty5c4eOjg66u7v34xR2xW4dG8VlO+VETiF/3j/4gz/Ie9/7Xn78x3/8SZMdPCuEF4vFmJyc5OLFi8DbU6La2tpK1qAVJyeMTN3q6irBYBCHw0FbWxutra0VmfpGsuDcuXOPReG2VNnJfiQ9doLx8LBarQdacFsY91tZWUHXdQYHB+no6Djw3lgjAbNXt7lYJWWn2KWmady5c4fu7u59yTaXQzXtacUip6XOIZvN8tGPfpR3vOMd/MRP/MRhIDv4eiC8TCZTdpBPMplkdPT/be/Mo5uq0///TkxXgnRNKbS1m9CydQFGEAZQsGoLTYqooANi0cFRsIrg4OAXcUagchhR4QhHxQFFhqEptNCFXUARLCplKaWFlhZKm6X7Qpsmzf39we9zTUKSJs29t9t9ncM5KvX2pss79/M8z/v9FCI2NpZuTjz88MNmB5ENM+wsfZNIvYk0DIj4mWsYVFRUoKqqCmPGjOHkKcSWsZOuND0sQepLnp6enMygAffGjGpraxEWFkbblMiRSyKRMH60bWhoQGFhIePdbdPapVAopGcui4uLO91Ry+R9dNWLa/oa8vLyoFAocP36dUyYMAH/+Mc/eorYAf1F8EjtLDg42GxzAuj6MLHhmIJer6eFw83NDTdu3EBra6uRr5dNujp2Yq3pYe3rwPTMW2cY+mJNyxCO+nwtwWWNUKPRQKFQoLS0FE5OTvQbKZND56aQiYH29nZGvLi3b9/G8uXL6dcwdepUrFixoqekFvcPwdPpdPjpp5/g7u5utjnBlHOivb2dPm41NDRALBZj+PDhjC7TsQRTYyeGTQ9rTg+yYpCrmqQ9PlWm5v2qq6tRUlLCWXae4UJuLy8vo6Fzki7M5FpFInbkDYSJCYQ333wTgwcPxrp169De3o5Tp04hJibGblsnS/R+wetskQ+ZTFepVHjsscdY3TkB3HuXJp1YJycnqFQqtLS0wMvLi44lYlL87Ek7sRdLTg8nJyc6a5CLFYP2+mJN/1/DeT+yUa6z2iUZrTH3BskGZK7P3NC0JbeHj49Pl586mRY7vV6PZcuWQSwWY+PGjQ43rZKTk5GVlQWJRIIrV67c9/cnT56EVCqlB7Bnz56N1atXd3bZvi14hs2JO3fuYNKkScY3w7BzgtTPhg8fbpTMotfr6SeOhoYGOmPPUYeBI2kn9kKaHuXl5aiuroanpyf8/f0ZjVYyB+k2SyQSh61bpHapUqmMamamdb/KykpUVlYarTVkEzLXFx4ebtPTsuGwcFeP7yQslCmxW7lyJQDg888/Z+R36fTp0xCLxViwYIFFwdu4cSOysrLsuWzf3VpG1jGS5kRlZaXR39vSnLAHtVpNb0QzrZ+RXyyyycpwk5hYLKbHXez55WIy7cQWBAIBWltbodFoMHnyZGi12vsWAnWl6WENUiNkqngvEAggFoshFosRGhpKj1qQfb7e3t7Q6/VoampCTEwMJ3XXtrY25OfnY9iwYTbHl7m5uSEwMBCBgYH08Z0s1rHF7VFSUkLXlpkQu9WrV6O9vR3btm1jbBxpypQpKCsrY+RabMK54Jn7hqnValy/ft1sggrTSSfAvUKtUqm0uKTa9H49PT3h6ekJiqLQ1NQElUqFsrIyODs704Vqa9dhM+3EEmQ9ZGxsLEQiEVxcXCAWixESEkI3DAoKCuxqeliDCEF4eDhrvlhXV1cEBAQgICAAOp0OhYWFqK+vh0gkQlFRESNP4dYgQ8yOrIk0XctJ3B4lJSV0tLqvry9dg2RS7CiKwkcffYTa2lps376dk8F2Q86ePYuoqCgMGTIEGzduxMiRIzn9/EA3HGkNY94pikJZWRnUavV9tZeff/4ZEyZMoGt2QqGQkW94UVERdDqd2eFle7F03DJ8auI67YRM3re3t9v0Gm1teliDa1+s4T6IESNGAMB9dT/yhM7U8Z00fSIjI1nbV2KajvzAAw9AKBQ6tLqRQFEUNmzYgBs3bmDnzp2sHP3Lysowc+ZMs0faxsZGCIVCiMVi5OTkICUlBdevX+/skr2/hkcEjzQnBAKB2V/Mc+fO0ftcmXiy0+l0dAaavYV0WzAdFSFPfbdv3+Ys7YR8TV1dXbu0b7Qr8VYNDQ24evUqRo8ezcmQNnnToijKrEneUt3PkWRkIuhcNX2Ae/tZ6uvr4eLiYpfbwxwUReHTTz9Ffn4+du/ezVoN15rgmRIcHIxff/21s9NA76/hCQQCm5wTAwYMwOXLl+Hn5+fwOzU5UgYGBrI2f+bq6krXaYjFrby8HC4uLqiqqmI1Uw74o0bo7e3d5XQOwxAAQ6dHSUmJWacHmXmLjo7mxBdLURTtELEU5GCp7nft2rUuNQyI2HEVdADcC49oa2vDuHHjIBAIjNwexcXFGDBgAO2T7awkQ1EUvvjiC5w/fx579+7lZPubORQKBfz8/CAQCJCXl0fv9+Aazp/w6uvr8fvvv1uMdzdsThi+U4tEIkgkEkgkErvGDkgyB5fHLcOxEwD0kbGpqQmenp6Mb+EiozVBQUGsTPqbc3q4ubmhsbERMTExnMy8kWw5UofsyhuH6bxfZ9335uZmXL58mbOnV+Dertfm5maMGjXK7Gs03YkrEAiMgg5MP/brr7/G0aNHkZ6ezur3ad68eTh58iSqq6vh5+eHDz/8EFqtFgDw2muvYcuWLdi6dStEIhHc3NzwySef2LLxrPcfack3yd7mxN27d6FSqaBWqyEQCGjxs9ZlVKlUdJw8FxvrOxs7Ie/UKpUK9fX1jIQDkNqSPV1DRykrK0NFRQVcXV2h1+sZaXpYg9jhSIebCczN+xnW/Ujt1VwXny2I2NkT5qDRaOg31La2Nnh5eUGv1yM0NBS7d+9GZmYmMjMzGe3Gc0jvFzy9Xk8rP/1J7OzEGtbLDO1hRNRIjFRNTU2ncfJMYe/YieGRsaamBgMGDKCPjLYWlEn9jMvjVllZGerq6uhl1Uw0PaxB5vrYTCAxfYKlKAptbW0YPXo0Z28iN2/eRFNTk0N7cUkNdvPmzUhLS4NOp0NqaiqkUilntUeG6XuC56hzwtAeptVq4ePjg+bmZohEIkRGRnLSend07IQYusnxnfgyrR3fq6urcePGDc5y5az5YglM7/TQarXIz8/nzJQP3Cu5XL16FYMHD0ZDQ8N9qcJsPMGWlZWhsbHR4SXghL179+Kbb77B2rVrcezYMRw+fBi5ubmcTAkwTN8SPKZtYnfv3sXFixdBURSEQiF91GLTG8vG2Inp8d3UXcB1/Ds5qpP9u7Z8LR2NtzL0qXLl66yrq0NRUZHRm4i5uh+TsfBMi11GRga2bt2KrKwsh8dnOrOLURSFlJQU5OTkwN3dHTt27EBsbKxDn9OEviN4er2ensdj4hvd2tqKS5cuITg4GH5+fujo6EB1dTW9eNrLywt+fn427y21BS6W7Gg0Gvr4rtVq4eTkhI6ODsTExHBio+ro6DBaRNOVr5298VZkiJmroAPAuONsqd5lqe5nS7fUHEyLXXZ2NjZt2oTs7GxG3nw7s4vl5ORg8+bNyMnJwS+//IKUlBT88ssvDn9eA/qG4LW1tTHqnKivr0dhYaHFZFvijVWpVGhsbISHhwf8/Pwc6pRy/ZRFURSuXbuG5uZmODk5oa2tDd7e3pBIJKwdtZj0xRpiLd6KvHE54mawl5qaGty4ccOulBVTEbd33q+8vBz19fWMRfkfOXIE69evR05ODqNvEtZm6xYvXoxp06Zh3rx5AIDhw4fj5MmTTI5+9f45vF27duH48eOQyWR47LHHHBYLhUJBp2RYqmUZ/jCSTqlSqURRURFdZ/L29rbpB89w7CQ2NpYT/yYZyXB3d6dns8jyaeLJ9PDwgEQi6dJgqjnIkZKNURfTmcXq6mr6a6rVavHwww+z5mYwhURKxcTE2PWzaDjvR+x61dXVKCoqgkajoUdFzL0ZMS12J06cwNq1a5Gdnc3pbNudO3eM3ggDAgJw584dTrIWuwrngvfCCy8gKCgIcrkc//d//4eoqCjIZDJMnz7drtY5saXV19dj7NixNh/vhEIhvL294e3tTdeZlEolbty4QQcD+Pj4mBUyw7GTqKgoTpJhLT1lkeRmiURy32Cqo/s8iGeUTV8swcnJCf7+/hgwYACuXLmCsLAwNDQ04NatW6zu9ABAe6LtFTtzmPp8LQUEVFRUMCp2P/74Iz744ANkZ2fT60q5wtzpsAelJZuFc8ETiUSYNm0apk2bho6ODpw7dw5yuRz/+te/EBERAalUiri4OKs1MbKTQSQSOeQzFAgE8PDwgIeHh1EwwM2bN+8rsnOddgL8MVDcWffXVMTJPo/S0lK7mwVc+2KBeyWJa9euITo62mi0qDOnhyMolUrcunULMTExjI8tmQYEkLpfYWEhACAsLAw6nc5hkT179ixWrlyJrKwszrrYhgQEBOD27dv0v1dUVGDIkCGc34c9cF7Ds4Rer8dvv/2GtLQ0HDlyBKGhoUhMTMTTTz9tNGOm1Wpx6dIl+Pr6srbz09CPSYrsbW1tCAkJ4WQbFXBPeC5fvuzQQLGpr1QkEtHNAnO1Kq59scAf9bOoqCiLT/hM7vQA7pVBbt++jejoaM6sVrdu3UJtbS1CQ0Pprq8jPt/z588jJSUFBw4cYHX3rbUaXnZ2NrZs2UI3Ld58803k5eUx+el7f9PCFsjWdrlcjtzcXPj7+0MqlSI0NBRffvklNmzYwNmoQlNTE/1k19zcDKFQaHUJEBOwNVDc2tpKizhFUUYD26TjzNVcH/DHkdLelOKu7vQAuA8LBf4QuzFjxhidRkgHnqxStFb3M+TChQt4/fXXkZGRQScIs0FndjGKorBkyRIcOnQI7u7u+M9//oNx48YxeQv9Q/CMbuD/G8b//e9/IyMjA4888ggSExORkJDAen3J3NhJW1sbVCoVVCoVLRp+fn6MiYRarabtcGwKT3t7Oy1+LS0t0Ov1GDlyJLy8vDg5rldVVaGiosLhpyx7nB537tyBQqFAdHQ0J80m4F72InH8WCu92Drvd/nyZbz66quQy+UYNmwYFy+hO+l/ggcAmZmZ+Pjjj5GWloaWlhbI5XIcPHgQbm5ukMlkmDVrFiQSCaO/qGTsxNq6RiIaKpUKOp0OPj4+8PPz6/JMHtejLsA9EaisrIS/vz9qa2vR0tJCj7swObNoSEVFBZRKJaKiohh9yrLm9KisrIRarUZUVFSPEztTSDAoGdoWiUTIy8tDVFQUli9fjj179tA5gH2c/il4d+7cgYeHh5GQUBSFmzdvIj09HRkZGRCJREhMTIRUKoW/v3+Xf1HJdRsbG+1askMi1FUqFdra2mjxE4vFNvlqy8rK0NDQwPhiH2uQLrfh5ySiQWYWmdrnQSgvL0ddXR3rr9Ow6aFQKEBRFMLDw+mlRmxz+/ZtVFdXOxzeSVEUlEolUlNTcfDgQQQGBmLu3LmQyWQIDQ1l8I57JP1T8DqDoihUVFTQ4qfT6ZCQkICkpCQEBgbaLH5MLdkhxxOlUtnpExMJtNTr9YiIiODE+2trKjLpMKpUKtTV1XU6ttPZ5ywtLUVLSwtjzgJbIKJu2Cxga6cHgSmxI5SWluKFF17Azp074e/vj4MHD0Kr1eL1119n4G57NLzgdQZFUVAoFNi3bx/279+P5uZmJCQkQCqVIiwszKKIsTV2Qp6YlErlfXl4FEXRGW+hoaGc1M664osFYDS2U11dDVdXV7p509kTExFYrVbLyNYtW7GUQOJI06MzKioq6KMzU0/Ec+fOxddff43x48c7fD0AOHToEFJSUtDR0YFXXnmF3mBG6OJKRTbgBc9e1Go1MjIykJ6ejpqaGsTHxyMxMdEoHpyrJTuGLo/6+nrodDpIJBIMGzaMkyce4ot98MEHERwc7NAvt+nYjqXOtT0LuZmCPE3evXu302w5JuOtiNiR6CxHuXPnDp599lls3boVEydOdPh6wL2fgWHDhuHo0aMICAjA+PHj8d///teoJtjFlYpswAueI9TW1uLAgQNIT0/HnTt38OSTTyIiIgI7duzAd999x1n2GTHHSyQSaLVa1NbWOuyO6Azi2PDz80NAQACj1yada7VaTe/zIOkuBQUFcHNzs/p0zSSOLKx2JN6KabGrqqrCnDlz8Nlnn2HKlCkOX49w9uxZrFmzBocPHwYArF+/HgDw3nvv0R/TlwWvx+yl5QIvLy8sXLgQCxcuRENDA1JTU/HOO+8gPDwcn376KWQyGaKjo1l92mpubqaXf5NEC0vuCF9fX0a6mGz6YoF7tqqgoCAEBQWhvb0d1dXVKC4uplOdmUop7gxydCZb6ewVWHt3ehAqKiqgUqkY6wCrVCo899xz2LhxI6NiB5j3v5pLOOkJKxXZoF8JniG//vorfvzxRxQUFGDAgAHIycnB559/jmvXruGxxx6DTCbD+PHjGRU/kupi6mQQCAQYNGgQBg0ahPDwcDoM9LfffrN5960liC+Wq6glZ2dn+Pn5QaFQIDQ0FK6urigvL6cjukj9kumnPdL8AYDIyEiHr29qOyROD9NF5iSFhymxq66uxpw5c7B27VpMnz7d4euZYov/NTY2FuXl5fRKRZlMZstKxV5BvzrSGtLS0gIA983Mtba24vDhw0hPT0d+fj7+/Oc/QyaTYeLEiQ79QJOBYmsWKkv3aVors2QNM4UsoeHSF6vVanHx4kUMGTLEyFep1+vpcRfD46KtKTXWINFZQqGQkzohaXrcvn0bGo2GTmR2tOlRV1eH2bNn4/3338esWbMYvOM/sOVIa4qNKxXZgK/hcYlGo8GxY8cgl8tx/vx5TJw4EUlJSZg0aZJds1wVFRVQKBSIiopyaAastbWV7i5SFEWLnzlHRnf4YsnRubPmD0VR9LhLbW1tl/Z5GF7r6tWrcHZ27tIu3q5SWVkJhUKBESNG0Ek1jjQ9Ghoa8Mwzz2D58uWYPXs2a/et0+kwbNgwHD9+HEOHDsX48eOxe/duoyOr6UrFOXPmoLy8vDuSUHjB6y60Wi1OnjwJuVyOM2fOYPz48ZBKpZg2bZrFoyYZYiajEUw2IwyTkHU6HX3EGjBgQLf4YjUaDfLz8xEWFmbXk4DpPg97jvAkNcfNzY2zsR7gD7EzPcZ2tenR1NSEOXPmYMmSJXj++edZv/+cnBy89dZb6OjoQHJyMlatWoVt27YBcGilIhvwgtcT0Ol0+Omnn5CWloZTp04hOjoaUqnUKNNPr9fTNSXDERg2IC4PMuis1+sxatQoeHp6ciICpE5o2IjpKubWcfr6+t4n3IZ7arl0HFRWVqKqqqpTP66tOz1aWlrw7LPPYtGiRZg/fz4XL6E3wQteT6OjowNnz56FXC7HiRMnEBERgfj4eOzYsQPvvPMOHn/8cc6ePMjR2d/fHzU1Nbh79y7rMfAkP89SvL4jWBoQdnd3x+XLlzFo0CAEBwcz+jmtYavYmWIu3urKlSsYN24cVq5ciRdffBHJycks3nmvhRe8noxer8fx48exaNEi+Pn5ITAwEFKpFE899RSre2MteXFJDLxKpaJdHmSXBxPiRza2cVEnNPQq19XV4cEHH0R4eDhrQm5KVVUVHSvlaGmira0Nmzdvxvfffw+dToeXX34ZSUlJGDlyZI9PDOYYXvB6MhqNBlOnTsX777+P+Ph4XLx4kc70Gzp0KKRSKeLj4xntmNrjizXskjoaCkBSitnc2GZKR0cHbf9zc3MzEnIy7sLGDCWTYgfc+zmZP38+4uLiMH/+fOTm5uL48eP46quvOPMY9xJ4wevpqNXq+8JJKYpCQUEB5HI5vWhFJpMhISHBodk4R3yxdXV19NOSvS4PstKQy6ZIR0cHvdvD0ClC7HoqlYoedPb19WXMscK02Gm1Wrz00kuYPHky3nnnHcae6Drzx3KwQ5YN+p7gpaWlYc2aNSgsLEReXp7FxNTg4GAMHDgQDzzwAEQiEX799Ve2b40VKIpCcXExneknFouRmJhod6YfU75YQ5dHTU0N3N3drY6IkHlCe1YaOgqxxfn7+1vdmWDYKDB9LV0ZB2Ja7HQ6HZKTkxEbG4v33nuP0YCKzvyxHOyQZYO+J3iFhYUQCoVYvHgxNm7caFXwumn4kTWIyT09PR2ZmZlwcnLCrFmzOs30Y8sXazoi4uLiYpSIQhbfcLkLQqfTIT8/H0OHDrVr/Z/pa3FycqJfiy1CrVAo6ERmJux9HR0deO211xAeHo41a9YwWquzZZiYgx2ybND3vLSRkZHdfQvdhkAgQFhYGN59912sWLECt2/fRnp6OhYtWoSOjg7MnDkTMpnMKNPP1uHert7PwIEDMXDgQISFhdEujwsXLkCn04GiKFa2fFlCq9XSHmB7X6vpa7l79y7UajUuXboEAFaHttkQu6VLlyIoKIhxsQNs88f2xh2ybNDtgmcrAoEAcXFxEAgEWLx4Mf7617929y0xikAgQFBQEN5++2289dZbqKqqwr59+/DGG2+gpaUFM2fORExMDDZt2oRvvvmGkyfdAQMGICQkBA888ACUSiV8fHxQUFBgdT6OKbRaLS5cuIDg4GBG9q26u7vjoYcewkMPPUQPbRcWFkKr1dLjLmKxGEqlklGx0+v1WLZsGby8vLB27VpWurC2+GN74w5ZNuBE8GbMmAGFQnHff1+7di2kUqlN1zhz5gyGDBkClUqFJ554AhEREYwnSfQUBAIBhgwZgiVLlmDJkiVQqVTYunUr5s+fj1GjRmH79u2QSqUOpTLbCom7Hzt2LIRCIUJCQqDRaKBSqXD16lWjOCimurXkKTYkJISV7XQuLi700mySh1daWorGxkZQFIWRI0cyUrPT6/X4+9//DhcXF2zcuJG1Dqwt+2F74w5ZNuBE8I4dO+bwNcg3RyKRICkpCXl5eX1W8ExRq9XYv38/zpw5Az8/P2RmZmL16tWoqqpCXFwckpKSrI6kdAWKonDjxg1oNBqMHj3a6NouLi4IDAxEYGAg2tvboVarUVxcjPb2dqOnpa6IMbGohYeHc5Lu4uTkBH9/fwiFQrS3tyMwMBAKhQLFxcXw8PCARCKBp6en3V9bvV6P1atXQ6vVYtu2bayOm4wfPx7Xr1/HzZs3MXToUOzZswe7d+82+pjExERs2bIFc+fOxS+//IJBgwb1u+Ms0EuOtMQuNXDgQLS0tODIkSPdFTndLYSEhNALXADg5Zdfxssvv4yGhgYcPHgQ69evR1lZGWbMmAGZTMbI4piioiL6aceacDk7O2Po0KEYOnQodDod3cVtbW212+VBglEdWT7eFUgzJiYmBiKRCIMHDzba51FcXGzX6A5FUfjoo49QW1uL7du3sz5bJxKJsGXLFjz55JO0P3bkyJFG/tj4+Hjk5OQgPDyc3iHbH+n2Lu3+/fuxdOlSqNVqeHh4IDo6GocPH0ZlZSVeeeUV5OTkoLS0FElJSQDude1eeOEFrFq1yuI1bR116Wx2qTfR1NSEnJwcyOVyFBcX05l+48aNs3tFYGFhocPpI6Yuj86y8IjYMeHHtQdTsTOH6eiOtX0eFEXh448/RklJCb799lvONtD1UfreWAob2DLqYsvsUm+ltbUVhw4dQnp6Oi5evIgpU6ZAJpNhwoQJVn8BDQ35ISEhjNUHzbk8/Pz86KMiCR+IiIjgLLcPuJcsXF5ebveYjeG4C8kodHNzg7e3NzZt2oRLly5h9+7djO7c7af0vbEUNrBl1CUvLw/h4eF00sbcuXORmZnZJwTPzc0NSUlJSEpKgkajwdGjR/H999/j7bffxqOPPgqZTHZfph+xbXl7eyMoKIjR+xEKhfDx8YGPj899R0V3d3c0NjZi1KhRvULsAEAsFtMpLSSjcMGCBaiqqoKTkxP+97//8WLXQ+m3xj1Lc0l9DRcXF8ycORM7duzAhQsXMGfOHGRkZGDSpEl44403cPToUahUKixduhS+vr6Mi50pQqEQXl5eiIiIwOjRo2kv7LVr13Dp0iUolUrodDpW78ERsTPFzc0NgYGBkMlkCAkJwdKlS7Fy5Ur8+c9/RkdHB0N3zMMUvfZtyNFRl/44l+Tk5IS4uDjExcVBp9Phxx9/xK5du7Bo0SJMmjQJly5dgo+PDyvLqU0h8fNRUVEYOHAg7YxQKpW4efOmXXtv7YFJsSPs2LEDubm5yMzMhKurKxYvXgyNRsNI/a62thbPP/88ysrKEBwcjL1795qtcfYV6yXb9FrBc3TUpb/PJYlEIowYMQIFBQXYvn07vLy8IJfL8eGHH2LEiBGQyWR44okn4O7uzvjnNhcrZeiMMFxkdOHCBYhEItoZ0ZVFRgS1Wo2ysjJG3SK7du3Cvn37cPDgQaM3CqZ8xqmpqZg+fTpWrlyJ1NRUpKam4uOPPzb7sT/88EOfsl6yQZ9sWhCmTZtmsWlhS7Z/X6eiogIlJSWYOnUq/d/0ej3Onz+PtLQ0HD16FOHh4ZDJZIiLi2Mk06+xsREFBQUYM2aMzYPKra2tUCqVRinIEonEridRtVqNmzdvMip2e/fuxY4dO5CVlcVaHqCh57WqqgrTpk2jk7QN6Ytec/BdWtuwZdQFMJ/tb4n+eLTQ6/XIz8+nM/1IoGl8fHyX0o0bGhpQWFiIMWPGdPnJ0TAFWa/X0y4Pa9djQ+z279+Pbdu2ITs7Gw8++CAj1zSHh4cH6uvr6X/39PREXV3dfR8XEhJCR/r3IeslL3jdxbvvvgsvLy/6aFFXV2f2aNFH32lBURSuXLlCZ/r5+vpCKpXanOlHAkOZzNAjLg+VSoX29nYjixupx7IhdllZWfj000+RnZ3NyMygtXr0Sy+9ZJPgVVZWGlkvN2/e3BecSLzgdRf9/GhhBHFiyOVyZGVlYeDAgXSmn6+v733Nn7q6OhQVFSE6Opq1hgjxxKpUKtrl4ezsDIVCgdjYWMbE7vDhw0hNTUVOTg4n1jdbf+4MWbNmDcRiMZYvX876/bEML3jdRT8/WliEZPrJ5XJkZmbC2dkZiYmJkEqlGDx4ME6cOAGRSIRHHnmEk+4vcG+m8ObNm6ioqICzszO8vb3h5+eHQYMGOdSJP3HiBD788ENkZ2czkuBiCytWrIC3tzd9sqitrcWGDRuMPsbUevnEE09g9erVeOqppzi5RxbhBY9N+KOFY1AUhVu3biE9PR0ZGRlobm5GQ0MDHSfO1dgPST8hEU/E4tbY2NjlQIDTp09j1apVyM7OxuDBg1m8e2Nqamrw3HPP4datWwgKCkJaWhq8vLwcsl72InjB6y76+dHCbrKysvDBBx9gzpw5OHr0KFpbW5GQkACpVMrq0mxDsTMdYSEuD6VSSe+/IIEA1sTv559/xooVK5CVlYWhQ4eyct88ZuEFr7vo50cLu+jo6MCiRYvwySefwMvLCxRF0RFX+/btQ21tLeLj4yGTyexaPtQZNTU1KCkpMSt2ppD9F0qlErW1tRCLxfT+C8OB4fPnzyMlJQUHDhxg3YXCcx+84HUXTB8t+uiWKZuoqalBZmYm0tPToVQq6Uy/yMjILkcp1dTU4MaNG4iJibF7OJmiKDQ1NdGBABqNBoWFhYiMjMTKlSuRkZGBkJCQLt0Xj0PwgtcX6MNbpuymvr4eBw8eRHp6OsrLyzFjxgwkJSVhzJgxNoufI2JnjvLycmzYsAHZ2dkYMWIE5s+fD6lU2qc77z0UxgWv34YHdCeGSS3Ozs50UoshmZmZWLBgAQQCASZMmID6+npUVVV10x2zh4eHB+bPn4+MjAycPn0aY8eOxaZNm/Doo49i1apVyMvLg16vt/j/My12wL3SxG+//YZTp05h+/btqK2txVdffcXItXm6F17wugFbklr6S5qLIQMHDsTcuXORlpaGc+fOYfLkyfjqq68wceJEvPvuuzhz5oxRAolKpWJc7IqKipCcnIzvv/8ekZGRCAsLw4oVK4xWHjpCWloaRo4cCaFQaNWFc+jQIQwfPhzh4eFITU1l5HPz9OLwgN4Mv2Wqc9zd3fHMM8/gmWeeQVtbG44ePYpdu3bRmX4hISHIzc3FgQMHGBO70tJSvPTSS9i5cydGjx7NyDVNGTVqFPbt24fFixdb/JiOjg46uouUPBITE/tEVmN3wz/hdQP8lin7cHV1xaxZs7Bz5078/vvvCA8Px2effYbm5mYsW7YMx44dQ3t7u0Ofo7y8HC+++CK2b9+OmJgYhu78fiIjIzF8+HCrH2NLyYOna/CC1w0Ybplqb2/Hnj17kJiYaPQxiYmJ+Pbbb0FRFM6dO9dvt0yZUlhYiLS0NOTn5yMvLw9/+ctfkJubi8mTJ2Px4sXIzc1FW1ubXdesqKjAvHnzsG3bNowfP56lO7ed/ljO4Ape8LoBwy1TkZGReO655+gtU2TTVHx8PEJDQxEeHo5XX30VX3zxhU3X7qz2c/LkSQwaNAjR0dGIjo7GP//5T0ZfG9tERkYiJycHgwcPhkgkwuOPP46tW7fi4sWLePXVV3Hq1ClMnToVycnJOHDgAO7evWv1elVVVXj++efx+eefY+LEiYzc44wZMzBq1Kj7/tj6lNbfyxmsQlGUtT88vQidTkeFhoZSJSUllEajocaMGUMVFBQYfcwPP/xAJSQkdNMdckNHRwd19uxZatmyZdTo0aOp2bNnU99++y2lVCqplpYW+k9paSkVExNDHTt2jPN7nDp1KnX+/Hmzf/fzzz9TcXFx9L+vW7eOWrduHVe31pPoTJ/s/sM3LfoQfXkxkT0IhUJMmDABEyZMgF6vx4ULFyCXy/HJJ58gKCgIiYmJeOSRR7Bw4UKsW7cO06dP7+5bNsKWxdo8XYM/0vYhbK39nD17FlFRUXj66adRUFDA5S1yjlAoxNixY7F+/Xr8/vvv+Oijj1BeXo7p06cjJSWFc9vf/v37ERAQgLNnzyIhIQFPPvkkgHuhE/Hx8QAslzx4HId3WvQh0tLScPjwYXz99dcAgO+++w55eXnYvHkz/TGNjY0QCoUQi8XIyclBSkoKrl+/3l233G1QFMXXxXo+vNOCxzK2jLI8+OCD9P6F+Ph4Ojizv8GLXf+EF7w+hC3jLgqFgu4CEtsWF8m9PDw9Ab5p0YcwrP2QxURk3AUAXnvtNcjlcmzduhUikQhubm7Ys2cP/7TD02/ga3g8NpGcnIysrCxIJBJcuXLlvr+n+nCclTXS0tKwZs0aFBYWIi8vz+xKUKBvbbPjEL6Gx9M9LFy4EIcOHbL497m5ubh+/TquX7+OL7/8En/72984vLvug3hjbYnx/+GHH5Cfn8+LXTfCCx6PTUyZMgVeXl4W/76/xFmZYos3lqfnwAseDyPw/k/rCAQCxMXFYezYsfjyyy+7+3b6LXzTgocRzNWC+0ozxNo2O6lUatM1zpw5Y7TNLiIiot9ss+tJ8ILHwwh9Oc7q2LFjDl+DfC0kEgmSkpKQl5fHC143wB9peRiBj7OyTEtLC5qamuh/PnLkCEaNGtXNd9U/4QWPxybmzZuHiRMnoqioCAEBAdi+fTsjcVbJycmQSCQWBaCnx1nZ4o1VKpWYPHkyoqKi8Kc//QkJCQn9bnVnT4Gfw+PpVk6fPg2xWIwFCxaYne87efIkNm7ciKysrG64O55uhp/D4+lbdDbuwsPDJLzg8fR4+lOcFQ+78F1anh5NbGwsysvL6TgrmUzWL+OseJiBf8Lj6dHwcVY8TMILHk+Pho+z4mGSzrq0PDysIhAI/gtgGgAfAEoAHwBwAgCKorYJBIIlAP4GQAegFcAyiqJ+7p675ent8ILHw8PTb+CPtDw8PP0GXvB4eHj6Dbzg8fDw9Bt4wePh4ek38ILHw8PTb+AFj4eHp9/ACx4PD0+/gRc8Hh6efsP/AzSY2SAUZg3VAAAAAElFTkSuQmCC\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, pType = 'i') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Further transformations of degenerate components\n",
"\n",
"Finally, we can apply additional phase transformations to the numerical results... this is necessary to define the MFPADs for various special cases, e.g. if we want the result for an undefined alignment of the degenerate pair (sum over $\\phi$), or multiple polarization geometries.\n",
"\n",
"Note that while, in general, one could choose to modify the matrix elements directly - rather than the expanded distributions as here - we'll only explore the latter case herein."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### (a) Sum over undefined/unaligned degenerate pair\n",
"\n",
"In this case we'll define the MFPAD for the case where the degenerate pair alignment (equivalently the (x,y) axes) are not defined, hence we should expect a cylindrically-symmetric result.\n",
"\n",
"Firstly, try a transformation of the `it=2` component only, as defined above for the matrix elements as $D_{2} = \\Im D_{1} - i\\Re D_{1}$."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'it', 'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: a2\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Include it=1,2 components & sum\n",
"data.mfpadNumeric(keys = k, inds = {'Type':'L'})\n",
"\n",
"# Set additional phase term for `it` component\n",
"phaseCorr = data.data[k]['matE']['it'].copy()\n",
"phaseCorr = phaseCorr.where(phaseCorr.it == 1, 1/1j)\n",
"# phaseCorr\n",
"\n",
"data.data[k]['TX'] = data.data[k]['TX'] * phaseCorr\n",
"\n",
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, pType = 'a2') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This case produces the correctly-symmetrize result for the z-pol case (i.e. averaged over all orbital component rotations $\\phi$), but not for the (x,y) cases. This is because, as discussed above, additional frame rotations are involved in the latter, and the orientation of the electric field breaks the symmetry in this case.\n",
"\n",
"For the (x,y) components we additionally need to coherently add the (x,y) components pair-wise. (There may be a simpler way to do this...?)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: a2\n",
"Plotting with mpl\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Include it=1,2 components & sum\n",
"data.mfpadNumeric(keys = k, inds = {'Type':'L'})\n",
"\n",
"# Use values directly\n",
"phaseCorr = data.data[k]['TX'].copy()\n",
"# phaseCorr = - phaseCorr.real - (1j * phaseCorr.imag) + phaseCorr.imag + (1j * phaseCorr.real) # Not working as previously, tried all combinations!\n",
" # Needs additional subselection?\n",
"# phaseCorr = phaseCorr.sel(it=2).real - (1j * phaseCorr.sel(it=1).imag) + phaseCorr.sel(it=1).imag + (1j * phaseCorr.sel(it=2).real) # Better...\n",
"\n",
"phaseCorr = phaseCorr.swap_dims({'Euler':'Labels'})\n",
"\n",
"# This is symmetrized result = x+iy for BOTH components, with conj(it=2).\n",
"phaseCorr = phaseCorr.sel(it=1, Labels = 'x').real + (1j * phaseCorr.sel(it=1, Labels = 'y').imag) + \\\n",
" phaseCorr.sel(it=1, Labels = 'x').imag + (1j * phaseCorr.sel(it=1, Labels = 'y').real) + \\\n",
" (phaseCorr.sel(it=2, Labels = 'y').real + (1j * phaseCorr.sel(it=2, Labels = 'x').imag) + \\\n",
" phaseCorr.sel(it=2, Labels = 'y').imag + (1j * phaseCorr.sel(it=2, Labels = 'x').real)).conj()\n",
"\n",
"kc = 'phaseCorr'\n",
"data.data[kc] = data.data[k].copy()\n",
"data.data[kc]['TX'] = phaseCorr\n",
"\n",
"# Plot\n",
"data.padPlot(keys = kc, selDims={'Eke':[1.1]}, pType='a2') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Again this produces a correctly-symmetrized result."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### (b) Sum over a set of polarization for all orbital components\n",
"\n",
"Another common case is the sum over degenerate cases where we want the result for a specific orbital alignment and polarization, for all degenerate sets. This is what one actually expects from the direct sum, but - as we saw above - this can give, instead, a phase-rotated result due to mixed axis definitions.\n",
"\n",
"Instead, we can form the summed result from a single component, by coherently adding components and setting each (x+iy) pair.\n",
"\n",
"TODO: better way/full formalism here? Currently ad hoc."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Summing over dims: {'Sym'}\n",
"Sph plots: Eke: 1.1, plotType: a2\n",
"Plotting with mpl\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Include it=1,2 components & sum\n",
"data.mfpadNumeric(keys = k, inds = {'Type':'L'})\n",
"\n",
"phaseCorr = data.data[k]['TX'].copy()\n",
"phaseCorr = phaseCorr.swap_dims({'Euler':'Labels'})\n",
"\n",
"# This is single orb component, but summed over (x,y) pol geoms\n",
"phaseCorr = phaseCorr.sel(it=1, Labels = 'x').real + (1j * phaseCorr.sel(it=1, Labels = 'y').imag) + \\\n",
" phaseCorr.sel(it=1, Labels = 'x').imag + (1j * phaseCorr.sel(it=1, Labels = 'y').real)\n",
"\n",
"# phaseCorr = phaseCorr.sel(it=1, Labels = 'x') + phaseCorr.sel(it=1, Labels = 'y').conj()\n",
"\n",
"\n",
"kc = 'phaseCorr'\n",
"data.data[kc] = data.data[k].copy()\n",
"data.data[kc]['TX'] = phaseCorr\n",
"\n",
"# Plot\n",
"data.padPlot(keys = kc, selDims={'Eke':[1.1]}, pType='a2') \n",
"# data.padPlot(keys = kc, selDims={'Eke':[1.1]}, pType='r') \n",
"# data.padPlot(keys = kc, selDims={'Eke':[1.1]}, pType='i') "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## MF $\\beta_{LM}$\n",
"\n",
"For direct calculation of the $\\beta_{LM}$ parameters, a [fully-symmetrized formalism is used](../demos/ePSproc_BLM_calc_demo_Sept2019.html). In principle this should correctly treat some of the special cases discussed above for the numerical MFPADs, but also requires some care.\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Default case - single `it` component\n",
"\n",
"As for the MFPAD numerical routine, the MFBLM routine defaults to a single component, `it=1`"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating MF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Return type BLM.\n"
]
}
],
"source": [
"# Compute AF-BLMs with default parameters (==LF case with isotropic axis distribution)\n",
"data.MFBLM(keys = k)"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Coordinates:\n",
" Euler (Labels) object (0.0, 0.0, 0.0) ... (1.5707963267948963, 1.5707963267948966, 0.0)\n",
" * Labels (Labels) "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.BLMplot(keys = k, dataType='MFBLM', thres = 1e-2)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"array(2.84473457e-16)\n",
"Coordinates:\n",
" Type "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check MFPADs\n",
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, dataType='MFBLM')\n",
"# selDims={'Eke':[1.1]}, pType='a'"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"These are identical in shape to the corresponding MFPAD calculation, but note that the total cross-section (==$\\beta_{0,0}$) is normalised to unity in the default case, hence the smaller axis values.\n",
"\n",
"We can check the absolute XS values too:"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections\n",
"data.data[k]['MFBLM']['XS'].real.plot.line(x='Eke');"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections, imag values\n",
"data.data[k]['MFBLM']['XS'].imag.plot.line(x='Eke');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Both `it` components"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here's the same calculation for both components with a comparison:"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating MF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Return type BLM.\n",
"Dataset: orb6, 1piu-1, MFBLM\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# data.MFBLM(keys = k, selDims = {'Type':'L', 'it':2})\n",
"data.MFBLM(keys = k, selDims = {'Type':'L'})\n",
"\n",
"data.BLMplot(keys = k, dataType='MFBLM', thres = 1e-2, row = 'it')"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"array(3.93960409e-16)\n",
"Coordinates:\n",
" Type "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections\n",
"data.data[k]['MFBLM']['XS'].real.plot.line(x='Eke', col='it');"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections, imag values\n",
"data.data[k]['MFBLM']['XS'].imag.plot.line(x='Eke', col='it');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here it is clear that:\n",
"\n",
"- The (x,y) components are switched, as we saw previously, and the the z components are different.\n",
"- The absolute XS are inverted for `it=2`, which is unphysical (-ve XS).\n",
"- The imaginary components are well-behaved.\n",
"\n",
"The -ve XS values here point to the different phase-rotation of the 2nd degenerate component, which is not accounted for the formalism, although it does give the correct MFPADs when normalised. (This point is [explored further below for the AF/LF case](#Unaligned-(isotropic)-AF/LF-case).)\n",
"\n",
"Here's the corresponding MFPADs for `it=2` for reference:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using default sph betas.\n",
"Summing over dims: set()\n",
"Sph plots: Eke: 1.1, plotType: a\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = k, selDims={'Eke':[1.1], 'it':2}, dataType='MFBLM')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"As before, `it=2` gives the same results, but rotated. OK."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Summing over components\n",
"\n",
"As for the numeric case, summing directly over components may, or may not, give the results/cases expected!\n",
"\n",
"Options here are:\n",
"\n",
"1. Coherent summation within the formalism (essentially coherent summation).\n",
"2. Summation of $\\beta_{LM}$ parameters (essentially incoherent summation).\n",
"3. Further phase transformations etc. as explored previously."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Coherent sum"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating MF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Return type BLM.\n",
"Dataset: orb6, 1piu-1, MFBLM\n"
]
},
{
"data": {
"image/png": 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paakCAPX19abCwkIldb6goECpr6839SfNBx98sGDZsmXNTqfT6H5u2rRpkXfeecfVVxrU0kAIIYQQQkgP+moROB+ampokl8ulpfZ7WoiZMXbG6b3//vu22tpay3PPPVe3b98+c/fz2dnZ2t69e619pUNBAyGEEEIIIUOEw+EwFEXp7A1UWFiobt68ubMloL6+3nzttdeGTne/pmmYNGnSBACYP39+R15enrpr1y57QUHBZZqmMZ/PJ82aNat027Zt+wAgFosJNpvtlBaI7ihoIIQQQgghZIjwer26rutMlmVmt9t5ZWVl4LHHHitIDX7evHmz+2c/+9lxAFi6dGnB7NmzI3fddVdH6n5JkrB3797dXdP8wQ9+0AoA+/btM990003jUgEDAOzfv99SXl4e7itfNKaBEEIIIYSQIaSioiJQXV3tBICcnBx95cqVDdOnTx8/ffr08Q899FBDalD07t27bfn5+eq5fFZNTY1z4cKFp225SKGggRBCCCGEkCFk2bJlLb/5zW+yUvvLly9vP3bs2K5jx47tWrZsWXvquKqqbO7cuZEzTbe0tFQ5cODAF6n9rVu32kpKSmJ5eXlab/cB1D2JEEIIIYSQIaW8vDxaU1MT1DQNknT66vqWLVsOnMvntLS0mFatWlV/JtdS0EAIIYQQQsgQs3z58va+rzo3ixcvDp7ptdQ9iRBCCCGEENIrChoIIYQQQgghvaKggRBCCCGEENIrChoIIYQQQgghvaKggRBCCCGEkCEkHA6zmTNnlmpaYibUqqqqzKKioklFRUWTqqqqMs80neeffz6dMTb93XfftQNAQ0ODdM0114w7mzxR0EAIIYQQQsgQUlVVlbVo0SK/JElobm4WV61alb9t27Y927dv37Nq1ar81OrQvfH7/cLPf/7z7MmTJ3eu45Cfn6/l5OSo1dXVjv7miaZcJYQQQgghpAd/W7NnhK8+bB/INDMKnPINd42v6+2adevWZa5du/YwAKxfv95TUVERTK0CXVFREXz11Vc99913n6+3NFasWFGwYsWKpp/97Ge5XY9XVlZ2rFmzJnPevHlnvCgcQC0NhBBCCCGEDBmxWIzV1dVZSktLFQCor683FRYWKqnzBQUFSn19vam3NLZu3Wqrr68333777YHu58rLyyPbtm1z9jdf1NJACCGEEEJID/pqETgfmpqaJJfLpaX2OeenXMMYO+39uq7jgQceGPniiy/W9nQ+Pz9fa2lpMfc3X9TSQAghhBBCyBDhcDgMRVE66+iFhYXq8ePHOyv59fX15vz8fPV093d0dIgHDhywXn/99aUFBQWX7dy503HrrbeOTQ2GlmWZWSwWo7/5oqCBEEIIIYSQIcLr9eq6rjNZlhkAVFZWBjZv3uxubW0VW1tbxc2bN7srKysDALB06dKCNWvWpHW9PzMzU/f7/Tvr6+s/r6+v/3zKlCmRV1555WBFRYUMALt27bKWlJRE+5svChoIIYQQQggZQioqKgLV1dVOAMjJydFXrlzZMH369PHTp08f/9BDDzWkBkXv3r3b1lurQ082btzomj9//iljHfrCeuonRQghhBBCyKVo586dR6ZMmdI2mHnYunWr7Yknnshdv359j+MSUq6++upxW7ZsOdCftGfMmFH61ltvHfR6vXpv1+3cuTNrypQpxal9GghNCCGEEELIEFJeXh6tqakJapoGSTp9db2/AUNDQ4O0bNmy5r4Chp5QSwMhhBBCCCFJQ6GlYSjo3tJAYxoIIYQQQgghvaKggRBCCCGEENIrChoIIYQQQgghvaKggRBCCCGEENIrChoIIYQQQggZQsLhMJs5c2appml4//33bVOnTi0bO3bsxJKSkgm/+tWv0vu6PxqNsgULFoweOXLkpMmTJ5ft27fPDCRmT7rmmmvGnU2eKGgghBBCCCFkCKmqqspatGiRX5IkOJ1O48UXX6w9ePDgF9XV1QcefvjhEW1tbWJv9z/11FNZHo9HO3bs2K7vfe97zQ8++GAhAOTn52s5OTlqdXW1o795onUaCCGEEEII6cHb//vfI9rqjtoHMs2sEUXyl/95eV1v16xbty5z7dq1hwFg8uTJ8dTx4uJiNSMjQ2tsbJSysrJOu9bCG2+8kfboo482AMDdd9/t/8EPfjDSMAwIgoDKysqONWvWZM6bNy/Sn3xTSwMhhBBCCCFDRCwWY3V1dZbS0lKl+7lNmzbZVVVlEyZMiPd0b0pzc7N51KhRCgCYTCY4nU69ublZAoDy8vLItm3bnP3NF7U0DGOMsTDn/Iz+pzPGHgUQ5pw/eT7SJ+RSRmWRkKGDyiMZSH21CJwPTU1Nksvl0rofP3r0qOnuu+8e/dxzz9WKYq+9k9DT4s2MMQ4kuii1tLSY+5svamkghBBCCCFkiHA4HIaiKCfV0X0+n3DjjTeOfeSRR+pvuOGGPrsV5ebmKrW1tWYAUFUV4XBYzM7O1gFAlmVmsViM/uaLgoaLDGNsIWPsI8bYJ4yxvzLGcrqcnsIY+ztj7ABj7Ltd7lnJGKthjH3GGPv3HtLMY4y9yxj7lDG2izF2zTnm8dfJtD5ljLUyxn50LukRMhQNk7L4IGNsdfL9Zck0B7TvLiFDwTApj+8xxqZ22d/KGJt8LmmS4cnr9eq6rjNZlhmQ6K60YMGCsbfddlv7Pffc4+967dKlSwvWrFmT1j2NBQsWdKxevToTAJ5//vn0K6+8MiQIiWr/rl27rCUlJdH+5ouChovPFgBXcM4vB7AWwENdzk0GsADAlQAeYYzlM8bmARgHYBaAqQCmM8YquqV5B4C3OedTAUwB8Gn3D2WM/axLINB1+z/dr+WcfyeZ1lcBtAP4zTl8X0KGqiFfFgH8N4CxjLHFAJ4HcB/nXD7rb0zI0DUcyuOvAXw7eV8JAAvn/LOz/cJkeKuoqAhUV1c7AWD16tXpNTU1zpdeeimrrKxsQllZ2YT333/fBgC7d++25efnq93vX7ZsWZvf75dGjhw5qaqqKvfJJ588njq3ceNG1/z58wP9zRONabj4FAJ4mTGWB8AMoLbLudc451EAUcbYJiR+GV4NYB6AT5LXOJH4Rflul/tqAKxmjJkArOecf9r9QznnD/Qnk4wxK4A/APge5/xof+4lZJgY8mWRc24wxr4N4DMAz3LOt57pvYQMM0O+PCLxN/GHjLGVAO4BPVC7pC1btqzliSeeyK2srAwtWbLEt2TJEl9P16mqyubOnXtKdyW73c7feuutwz3ds2HDhrS33nrrYH/zRC0NF58qAP/DOb8MwH0ArF3OdR8VwwEwAD/hnE9NbmM558+ddBHn7wKoAFAP4EXG2F3dP7SfT1MA4BcAXuWc//XsviYhQ95wKYvjAIQB5J/VtyRkeBjy5THZyrcRiVb4rwN46ey/LhnuysvLo9ddd11Q004ZD32SLVu2HOhPug0NDdKyZcuavV7vaadrPR1qabj4eJD4BQYA3+p27quMsZ8AcAC4DsD/ARAF8GPG2O8452HGWAEAlXPekrqJMVYEoJ5z/ivGmAPANABruibcn6cpjLGlAFyc8//s31cjZFgZDmXRA+ApJCo+/8MYu5Vz/kp/viQhw8SQL49JvwbwZwDvcc57fLJMLh3Lly9vH+g08/PztTvvvLPjbO6loGF4szPGjnfZ/ymARwH8gTFWD+BDAKO6nN8G4E0AIwH8mHPeAKCBMTYewAeMMSDxxPGbAFq63HcdgJWMMTV5/pSnKf30LwBUxtinyf1fcM5/cY5pEjKYhmtZ/BmAZzjn+xlj/whgE2Ps3a4VI0KGoeFaHsE538EYCyIxxoiQIYX1NI8rIYQQQgi5sBhj+QDeAVDGOe/3lJhkYOzcufPIlClT2gY7H4Nt586dWVOmTClO7dOYBkIIIYSQQZYcE/ERgH+jgIEMRdQ9iRBCCCFkkHHO16DbmAhChhJqaSCEEEIIIWQICYfDbObMmaWapuH999+3TZ06tWzs2LETS0pKJvzqV79K709aoVBIuO6668aOGjVq4tixYycuWbKkIHXu8ccf9z711FOZZ5IOBQ2EEEIIIYQMIVVVVVmLFi3yS5IEp9NpvPjii7UHDx78orq6+sDDDz88oq2tTexPeitWrGiura39YteuXbs/+ugj57p169wAcP/997f/4he/yOnrfoC6JxFCCCGEENIj3yv7R6hNEftApmnKdcgZt5bU9XbNunXrMteuXXsYACZPnhxPHS8uLlYzMjK0xsZGKSsr64zWWnC5XMbChQtDAGC1WvnkyZPluro6c+pcYWFhfNOmTfY5c+bIvaUzKEFDVlYWLy4uHoyPJuSitGPHjjbOufds7qXySMjAOtvySGWRkIF3Ln8fB0ssFmN1dXWW0tJSpfu5TZs22VVVZRMmTIj3dG9f2traxI0bN6atXLmyOXVs2rRpkXfeecc1JIOG4uJibN++fTA+mpCLEmPs6NneS+WRkIF1tuWRyiIhA+9c/j4CQF8tAudDU1OT5HK5TlkK+ujRo6a777579HPPPVcriv3qnQQAUFUVN9988+h77723ecKECZ0BSXZ2trZ3715rb/cCNKaBEEIIIYSQIcPhcBiKopxUR/f5fMKNN9449pFHHqm/4YYbIr3dr2kaysrKJpSVlU1Yvnx5fur4HXfcUTx69OjYI488ctICnrFYTLDZbH1O80tjGgghhBBCCBkivF6vrus6k2WZ2e12HovF2IIFC8bedttt7ffcc4+/67VLly4tmD17duSuu+7qSB2TJAl79+7d3fW673//+/nBYFBcu3btke6ft3//fkt5eXm4r3xRSwMhhBBCCCFDSEVFRaC6utoJAKtXr06vqalxvvTSS1mpFoT333/fBgC7d++25efnq72ldejQIVNVVVXegQMHrBMnTpxQVlY24ac//WlW6nxNTY0zNVC6NwPW0sAYEwFsB1DPOb9poNIlhBBCCCHkUrJs2bKWJ554IreysjK0ZMkS35IlS3w9XaeqKps7d26v3ZXGjBmjcs539HRu69attpKSklheXt4pYyi6G8juScsA7AHgHsA0CSFkyDMMA5G6FvgPNCDU4Ee4JYiIP4aYrENVAEUDVF2AzgVwMBgQYEAAAz9pE5gBiRkQBQ5JBMxmwGwRYLFJsDhNsKXZYc90wZ7tgbMgA87CbAhS/wfDEXIx0+Mq/HuPIXCkBaGmACJtYUQCCpS4AUUBVJ1BMwQY/ERZ5GCnlMdEWTQgCRySlCyPVhEWuwlWlxn2DCdsmS44c9PgHJkDWxZVf8jAKS8vj9bU1AQ1TYMknb66vmXLlgPn8jktLS2mVatW1Z/JtQMSNDDGCgEsAPD/ADw4EGkSQshQFG0LomHrF2j6vB7tzVEEoxIicEOTbMkrGAAPwF0w6VFIXIEJKkyCDpOoQWCAIAACS1xtgIMbDJwDusGgc4aYJkLXRGhxM9SIBYZo7pKDWHJrBuO7YNYisCAGm0mDww44PBa4sh3wFKQjbUwePGMLIFpMF/RnRMiFYBgGAvvqcPyD/Wg50IYOv46QaoEspoELqWDaDCADgq7AZMQgQYWJaZCERHCeKI8cjDFwzsF5oiwayfKoGQLiugBNlaDFzNAiVnBf10A9lNzqIOpxmA0ZVhaH3aLD4RLhTLfCleOCp8iL9HEFsOdnQhCoZzg5M8uXL28/35+xePHi4JleO1AtDf8N4CEArgFKjxBChgS52YfDG3bg2GfNaA2aEZYyACYAyIBFDcIlRjDC6Ud6dhyegjS4CjLgLvLCOTIHomlgfsVqcgxyix/hBh/klgCi7SFEfDLkjhjksA45BsiqCe1BBzTZDjQC2BkFcBiMH4BFC8EuxOC0GXClm5CW50L6qGxkTCyCgyoxZJgwDAOtOw6gdtNu1B+OwKe6oZicAEQwIxMOvQNucxwj0tqQlueCuzANrsIsuItzYM3yDMi/c8MwoHaEEWn0IdLcAbk1ALk9jIgvCjmgQJZ1RBURvpgdjaoTRocJqAXwoQ+AD6Ieh80IwWFS4HQyuLOsSCtIR8bYXGRMLILZ7TjnPBJyvpzzXzTG2E0AWjjnOxhj1/Vy3b0A7gWAkSNHnuvHEkLOAZXH3rV9dhh71u/AsWMaOkQvwESIegYyJR+KctqROz4HBVeVwVWUe0HyI9mtcBfnwV2c1+e1cX8IHQcbEDjSgkC9H6HWCEIBHZGYgOaIC8cUF9AM4NMg8KfPIWoxOHgQTqsKT5oJafkuZIzORtZlxXAWDqv1kIYlKou90+Mqajdsw/53a9EYdCBm8gDwwKYayHUEkT1SR97UIuRdOQEmR5/TzJ8zQRBgyXDDkuFGxsTerzUMA5Hjbeg41IDA0VYEm4IItccQDnFEVBPaAi7oYStwBMDWJgBNsKgBOAUZLgeHJ8uK9BFpyCzJR+bk0Rfk+xHSG8Y5P7cEGPsJgDsBaACsSIxpeJVz/s3T3TNjxgxOC9gQMnAYYzs45zPO5l4qjwnBI4347LdbcaRWQ8CUDQDwaC0oyAWKrxyFETdMhWS1DHIuz50SjMC3+xj8hxrhr/Mj2BpDMASEdStikhucneh6YdIicCAMt01HmteC9JFpyCorRNbkUZDsVIE5nbMtj1QWEwzDwLG3d2D3xn2oDyRaE0Q9jmypHYXjXBg99zJkTR492Nk8Z4ZhINLQDt/uo/AfbkVHYxBBn4pwVEQYDqiS88TF3IBNC8ApReF2MWTkOZAx2ousSUVwj8mn1sJenE153Llz55EpU6a0na88DRc7d+7MmjJlSnFq/5xbGjjn/wrgXwEg2dLwL70FDIQQMlQYhoEjG7bhs7cOoEHNARcy4GEtmFroQ1nlDGROun6wszjgzG4Hcq8Yj9wrxp9yTpNjaP/iKHz76+E76kegNYpgmKFZduFYgwtoAPBhIxg/DpsWgMsUQ1qagPR8NzLH5SB72hjYczIu/JciF4W4L4jPXtiEPbtiCJm8EPQs5FpbMXa6DSW3XAOLx9l3IsOIIAhwFXrhKvSiqIfzcrMPbZ8fge9gM/zHAwj4VYRiJhwJeHAobAEOxIG390PUP4OTB+G2qUjLsiBjZDqyJo5A1qRiCu7JgKLF3Qghlxxd1fD56r/is21BhExZkLQMjElvxdSvz0DOzIsvUDhTkt2KnJmlyJlZesq5aFsAbTsPo/1AI3x1QQT8GoJxM1p8aeAdErA7BLz2KcxqCC4hDI+LIz3XgcyxXmRPGQXXqDx6Gkp6FDrahI/+9+842JYGXXLBhRhmloRw2V1zLukZiew5GRiZk4GRc08+bhgGAgfq0fbFUbQfakVHs4xAEGiVnahr9CTGNH3UAGbUwa53wGWOIy1dRMYID7JK85F9+RhY0mkI6lAXDofZnDlzSj744IN927Ztsy1ZsqQoHA6LgiDwlStXNn73u9/193b/o48+mvPiiy9miaLIMzMztRdeeOFISUmJ0tDQIH3jG98Y9d577/V71qUBDRo45+8AeGcg0ySEkIGix1V89lw1Pt0RhWzKgBPAFRMimPStORfdU8yBZsvyYMQNl2PEDZefdFxXNfh2HUHrF8fgO+KDvyWGoCziWNCNw7INOKwA1fsgaZ/CiSA8Dh3pOTZkjcmCd1IR0kpH0LSxl6jAoXp89OxmHPJnwBCyUWBpxJQFZSiafx0FmL0QBAHppSOQXjoC47qdi/uCaPn0MNr2NcBXF0DAryOoWNDclpaY9WmnD1jng03tgEuS4fEIyCx0Ias0D97Lx8CenT4o34mcqqqqKmvRokV+SZLgdDqNF198sfayyy6LHzlyxDRz5szxixcvDmZlZemnu3/69OnyihUr9rhcLmPVqlXeBx54oPDNN988nJ+fr+Xk5KjV1dWOefPm9bq+Q3fU0kAIuegZhoG9v3sHH73jg2zKgAthXDtbx4Q7b6EK6zkSTRK8l4+F9/KxJx03DAPBQ41o/bwW7Qdb4WuKIBAS0BBx4+gxJ3BMBzYdhqjvgdMIwG3XkJ5tQeaoTGRfVoT0CUUDNvsUGVqibUG8/9M3sb8tA5x5McLajNnfnoXs6XP7vpn0ypLhxojrp2LE9VNPOq7JMbTtOoLWXXXwHfOho1VFIGZCW0caDgRNwO4g8KdPOmeE87iBjHwnskpykD11zCU9KcL69etHtLS02AcyzezsbLmysrKut2vWrVuXuXbt2sMAMHny5HjqeHFxsZqRkaE1NjZKvQUNXVd4vvrqq8Mvv/xyZmq/srKyY82aNZkUNBBCSBdNH+zG5uc/QZuQBycMXHcVx/hvfo2eZJ5ngiAgbVwB0sYVnPI0NHS8Fa2fHkLb/mb4GsIIBIEW2Ym6ejdQD2DLUQjGQTj0DnhsKtKzzMgoTod34khkTR5N604MU4am49Nf/AU7PtGgmHIwwlKPq75zFbKmfGmws3bRk+xW5M4qQ+6sspOO66oG/+6jaPn8KNpr2+FviSMYlU6Mm9gvA298DrMahksIJbod5jmQNTYH2ZePgnNkDv0uPQ9isRirq6uzlJaWKt3Pbdq0ya6qKpswYUK8p3t78uyzz3rnzp0bSO2Xl5dHHnvssfz+5ouCBkLIRSnuC2LT43/G4VA2RCMN08cEMGPZVy+KGZCGu9Tgz+7z38gtfrTsOIj2A01oPx5CIGCgLerA8SYP0ATgw3ow42hiPn6LgrRMEzKL0pA1vhDeqWNoSsohrP7dz7BpzW4EpGyksWZ8+ZZCjPzSpTt+aKgQTRKypoxB1pQxJx03NB2BA8fRvLMW7Yfb4W+OIhARcTTowWHZChyKAW/vgUnbkeh26DSQnmtD5uhsZE8ugqek8KIJJvpqETgfmpqaJJfLpXU/fvToUdPdd989+rnnnqsVxTNrJX/mmWcydu7caX/22Wf3pY7l5+drLS0t5t7u6wkFDYSQi87BP23Fu280IyrlYJSjCdc8+GW4LuHm9eHCnp2O4htnovjGk4/HfUG0fHIIrXsT/bQ7Ogz44zY0tHiAVgHY3gy2pgE2LQC3OZYY9FnoRlZZAQ36HGSaHMN7j6/HnpZMmLgNV02JYcp3v07dAoc4QRKRPr4I6eNPnteps9vhzsNoO9gKf7OMQFhAfdiDI0ccwBEV+PtBiPouOHkAHpuO9GwLMqjbYb84HA5DUZSToi6fzyfceOONYx955JH6G2644Yy6Fa1fv9715JNP5r333nv7bDZb5xoLsiwzi8Vi9Ddf9H+OEHLRiLYFsenx11Er58MOA19Z5MKoBdRPerizZLh7HIStBCNo/fQQWvc0wHesAx0+7eRBn58lBn1a1QBcUgRpbgHp+Q5kleTCO2X0Jd1P+0Ko2/QpNv12P0KmbIyw1OOGf70Rjvyswc4WOQe9djs82oSWT2vRfrAZvsYIOgJITNdc7zql26HbqiAt04yMkdRS2BOv16vrus5kWWZ2u53HYjG2YMGCsbfddlv7Pffcc9KsSUuXLi2YPXt25K677uroenzr1q22+++/v2jDhg0HCgoKTmq12LVrl7WkpCTa33xR0EAIuSjUbfoUG397CFEpF+M8Tbj23xbRjEgXObPbgYKKySiomHzScS0WR9tntScGfbapCERNOBRIgxEyAfsiwJ8/h0kLw8XCcDuSXStGeeGdNJJmdDpHhmHgg8dfxc5jHphhwZyrgQnfvHOws0XOM1dRLlxFuRjT7bjc7EPLx4fQtr8RvvowAgEDvpgD9S1pQAuA7c3AmkbYtY4Ta78UuBPB/dTRl+zaLxUVFYHq6mpnZWVlaPXq1ek1NTVOv98vvfTSS1kAsHr16tqrrroqunv3btvixYs7ut+/cuXKEbIsi1/72tfGAEB+fr7y97///SAAbNy40TV//vxA93v6QkEDIWRYMwwDNT99DTv2O2CGQK0LBJLVcvpBn3uOoXXXUfgOt8PfGkMwIuJ4OA1HjtiBIxqw6TAEfS+cRgfcVg2eTBMyRniQWVaArMmjKBDtQ6ShDW899hc0Ix95YgPm//uNsOdl9n0juWjZczJQfGPGqd0OA2G0fnIIbaluhz4NIaXL2i9fBIE/nVj7xe3kSM+xI2NUJrImFiG97OIO7pctW9byxBNP5FZWVoaWLFniW7Jkia+n61RVZXPnzj2lu9L777+//3Rpb9iwIe2tt9462N88UdBACBm2om0BvP2j11GvFyCbNWD+v9PYBXJ6oklC1uTRyJp88hBswzAQqWtBy6e18B1ugb8hgkDQQHvMjuPNbqBFAHa0Ar9rxTeWjkLWZaMG6RsMbUff3o6/rqtDXMzG9DEBzFp5x0UzGJYMPIvHicLrpqDwuiknHdfjKnxfHEHrF3XwHfWhozWGQEREXciF2qgdOJKYrjlT34rbfvUPg5T786+8vDxaU1MT1DQNknT66vqWLVv6tUhbQ0ODtGzZsmav13va6VpPh4IGQsiw1PbZYbzx1A7IUi4mF7Sj/OHbL+qnTuT8EQThtF0rlGAEbZ/Vom1vPXzHOpBecs2g5HGo21H1Bj763AwrOG76ehZGzp032Fkiw5RoMcE7bRy8004eNZEK7ls/P4L2A82wuC7+8THLly9vH+g08/PztTvvvLPjbO6loIEQMuwcfuND/HV9KzizYd58B8YupnneyflhdjuQf/Uk5F89abCzMiQZmo6//3Ad9vlzkIVGLPyP+dQdiZwXXYP77tM1kwuDggZCyLDy8f+8iQ8/M8HG47hp6ZRTnkYRQi6MuD+ENx5+DU08H6NsDZj3k6/ROiiEXMQoaCCEDAuGYWDzI+uwuy0bmbwRi+iJJiGDJnS0CesfewdBKRfTRndgNo1fIOSiR0EDIWTIMzQdbz/0exyW8zHS3IAb/4ueaBIyWHxfHMFrP92OmJCG668VMf6Omwc7S4SQC4AeCxBChjQtFseflyUChpK0Jiz47zsoYCBkkDR9uAev/vRTKMyG+YszMP6OOYOdJUIuSuFwmM2cObNU0zS8//77tqlTp5aNHTt2YklJyYRf/epX6Web7vXXXz923LhxE1P7jz/+uPepp546o2Z7ChoIIUNWPBDGn5b9Acf1fEwuaMeX/pO6QBAyWI799WO8/uuD4GBY+O0ijPrKrMHOEiEXraqqqqxFixb5JUmC0+k0XnzxxdqDBw9+UV1dfeDhhx8e0dbW1u/pAl944YU0h8Nx0lSr999/f/svfvGLnDO5n7onEUKGpHggjD/9y2toF3IxqzSEmQ98bbCzRMgl62j1dry1rgVmrmDR96cia0r3yWkJuTjt3vODEZHwfvtApulwlsgTxq+q6+2adevWZa5du/YwAEyePDmeOl5cXKxmZGRojY2NUlZW1hmvtRAIBISnn34655e//OXR2267rbMAu1wuo7CwML5p0yb7nDlz5N7SoEd2hJAhJx4IY/3K19Au5OCqqQpmPvDVwc4SIZesEwFDFIsfmkUBAyHnWSwWY3V1dZbS0lKl+7lNmzbZVVVlEyZMiPd07+k8+OCDBcuWLWt2Op1G93PTpk2LvPPOO66+0qCWBkLIkKIEI1i/8jW0sRxcNSWOy/95wWBniZBL1rGNO04EDCtnIr10xGBniZALqq8WgfOhqalJcrlcWvfjR48eNd19992jn3vuuVpRPPPeSe+//76ttrbW8txzz9Xt27fP3P18dna2tnfvXmtf6VDQQAgZMpRgBH/6l/VoYzm4cnIcly+hgIGQwXLsrx/jrZebYOaxRMBQNnKws0TIJcHhcBiKopzUG8jn8wk33njj2EceeaT+hhtuiPR2v6ZpmDRp0gQAmD9/fkdeXp66a9cue0FBwWWapjGfzyfNmjWrdNu2bfsAIBaLCTab7ZQWiO4oaCCEDAlaLI7XH/oT2lgurrwsjmlLKWAgZLA0vP8F3lrbABOPY/G/zKCAgZALyOv16rquM1mWmd1u57FYjC1YsGDsbbfd1n7PPff4u167dOnSgtmzZ0fuuuuujtQxSZKwd+/e3V2v+8EPftAKAPv27TPfdNNN41IBAwDs37/fUl5eHu4rXzSmgRAy6AxNx5sr16EZ+ZhZEsa071HAQMhgafu8FhueOwiR61i07HKkjy8a7CwRcsmpqKgIVFdXOwFg9erV6TU1Nc6XXnopq6ysbEJZWdmE999/3wYAu3fvtuXn56vn8lk1NTXOhQsXhvq6jloaCCGDyjAMVP+ftTiuFuCy3DbMWvH1wc4SIZes4OEGvP7fH0NnFiy8ZxSyJo8e7CwRcklatmxZyxNPPJFbWVkZWrJkiW/JkiW+nq5TVZXNnTu31+5KXZWWlioHDhz4IrW/detWW0lJSSwvL++UMRTdUdBACBlUm3/0BxwK52GcuwlXP3LbYGeHnCeGbkCLK9DiGjRVhaHp0FQdhq7D0A1wncMwdHCDgxscAMA577yfMZZ4FVhiYwyCKEAQRAiSAEESIUoiBFGEaBIhmSWIJhOYyGhtjzMkN7Zj/f97D4rgxo23epF/1cS+byKEnBfl5eXRmpqaoKZpkKTTV9e3bNly4Fw+p6WlxbRq1ar6M7mWggZCyKDZ9v+tx+5WL0aaGzCXFm4bUgzDgBKJI9weQKQjjGgwgmhERjQSRSwaQzweQzyuIK4qUFQFqq5C1TWoRmLTuQ4NOjRuQIcBznjfH3o+cECEAAECRCZAggCRiYn3ggiRiZBEEZIgQRJFmEQTJEmCSTLBZDLBbDbDZDbBbDHDZDZj4rWXw+Loc5KRYUcJR/HaI28jLGbhS/NsKPryjMHOEiGXvOXLl7ef789YvHhx8EyvpaCBEDIodr/4d9TsdyKHNeArT3yDAoYLRIur8Ne3IdDqR7C9A0F/EKFQEJGoDDkehaxGIetxxLgCo7eKPgfMTIIZEkxCajPBabZDEhOV7sSrBEmSIIoiRFGEJEkQRKFznwkCBEGAIDIwJoAJDAJjQKplAQwcHEi2Ohg88d4wODjnMPRE64RhGNB1A4auQTcM6JqePKZB0xOvuq5D13VougbNSL43dCiaCpnHoBk6tM5gR4fOTp1MZMy00osuaDA0HW8+9Ef4xHxcM13BuFuvGewsEUKGIAoaCCEX3NHq7dj8rgIP78DCJ74K0WIa7CxdNHRNh+9YC9qON8PX3A6/z4+OUAChWBghTYbM4wA7+R6RC7AxM+ySFQ6zA9mWLNhsdjjsdtgddtidDthcdtjdDtg8Dtjcdlictos+0DN0A0o0DiUSQ1yOQ4nG4Mz0DHa2Btxf//VlNBj5mDrSj8nfvWWws0MIGaIoaCCEXFCtnxzE2+saYeEKvvrIdbCk97kIJelBLBRF04HjaD7WgJbmVvgCPvhjQQT1yEktBAJncAo2uM1OFDsL4HG74UlLgyczDW5vGtJyMmBLd170AcDZEEQBVqcNVqdtsLNy3rz/kz/iQCgXY12NuPL/3D7Y2SGEDGEUNBBCLpjQ8Va88T+fAsyChUsnw1WUO9hZGvIMw0BHQzuO7zmCxroGNLe3oE32I8jlzmsEzuARHciweTDWXYzMrExk5XmRMSIHaXkZEKUzXzmUXDo+X70RnxzxIE9owNzHb6PAkRDSKwoaCCEXhBqJ4c+PbkRMzMSNizPgnTZusLM0JEWDERz59ACOHTyKxtYmNEd9iCKeOMkBj+BAtiMDkzLLkJ2fg9xR+fCOyodoosCAnLljG3dgy4cG0g0fbnpiMUQTVQcIGUrC4TCbM2dOyQcffLBv27ZttiVLlhSFw2FREAS+cuXKxu9+97v+vlMBnn/++fR77rln9ObNm/dUVFTIDQ0N0je+8Y1R7733Xr9nXaLfEoSQ884wDGz4wSvwS/m4ZoaK4htnDnaWhoxgix8Ht+/FkcO1qPc3wacFwRkADqSLThR58pCfm4eCMUUoGF8Eq+vi7SpDLgzfF0fw9trjsEDDwh/dALPbMdhZIoR0U1VVlbVo0SK/JElwOp3Giy++WHvZZZfFjxw5Ypo5c+b4xYsXB7OysvTe0vD7/cLPf/7z7MmTJ3eu45Cfn6/l5OSo1dXVjnnz5p3x+g4ABQ2EkAvg3Uf/gONaPi7La8Pk71zai7fFIzEc+Gg3Du7Zj2Pt9fAZiUU4JS4i15qJWfmjUTy2GMVTx8HmococGVjRtgD+/NNtMJgDC+8thWtk9mBniZAhbfmeYyP2RmL2gUyzzGGV/3v8yLrerlm3bl3m2rVrDwPA5MmT46njxcXFakZGhtbY2Cj1FTSsWLGiYMWKFU0/+9nPTuoLXFlZ2bFmzZpMChoIIUPKp794C1+0eDHS1ICrf3jHYGdnULQebsQXH+7EoaOH0RBrg84MiFxAvjULE/JLMXriWIycPAaSmWaRIuePHlfx53/7MyJiDr4034bcWWWDnSVCSA9isRirq6uzlJaWKt3Pbdq0ya6qKpswYUK8p3tTtm7daquvrzfffvvtge5BQ3l5eeSxxx7L72++zjloYIyNALAGQC4AA8AvOedPnWu6hJDh78hbNfjgYwEZvAk3/vTWS2agpWEYOP55Lb6o2YkDDbWdrQnpghNTcsswbmIJxs6cAJPNPMg5JZeSjf+2Dq0sH7PKQhh385cGOzuEDAt9tQicD01NTZLL5dK6Hz969Kjp7rvvHv3cc8/ViuLpx7Hpuo4HHnhg5Isvvljb0/n8/HytpaWl33+ABqKlQQOwgnP+MWPMBWAHY2wj53z3AKRNCBmm/HuOYuMrjbBAxcJ//xIk+8W1IFZPGvYcxc6tH2Nv/UEEeASMA3mWLFxXNBETr5wC7+i8wc4iuURt+//W41A4D+PcTZj5wKXZ4kfIcOFwOAxFUU56yubz+YQbb7xx7COPPFJ/ww039NqtqKOjQzxw4ID1+uuvLwWAtrY206233jr2lVdeOVhRUSHLsswsFsupq1f24ZyDBs55I4DG5PsQY2wPgAIAFDQQcomK+4L485MfQmcuLLy3BM5C72Bn6bwJtvjx8V8/wueHdqNdD4JxoMDqxexx03HZtdPh8l58i4GR4eXgn7Zi+34HstGAG/7fbYOdHUJIH7xer67rOpNlmdntdh6LxdiCBQvG3nbbbe333HPPSbMmLV26tGD27NmRu+66qyN1LDMzU/f7/TtT+7NmzSp98skn6yoqKmQA2LVrl7WkpCTa33wN6JgGxlgxgMsBfDSQ6RJChg9D0/HGw68jJOVi7vWmi7LftK7p2PPuTny8Ywdqww3gjMMrpeH60isxZc5MeHIzBjuLhAAAWnbsx9/e9MPBZdy0aiFNrUrIMFFRURGorq52VlZWhlavXp1eU1Pj9Pv90ksvvZQFAKtXr6696qqrort377YtXry4oz9pb9y40TV//vxAf/M0YL89GGNOAH8EsJxzHuzh/L0A7gWAkSNHDtTHEkLOwvksj5t+uA5NyMe00R0o/cbNA5r2YAu1BVDz1lZ8cvhzhHgUNphxee54TL92FgomFA929sgwdD7LotzYjjef+QyMWbBg2QzYsqjVi5DhYtmyZS1PPPFEbmVlZWjJkiW+JUuW+Hq6TlVVNnfu3F67K23btm1f1/0NGzakvfXWWwf7m6cBCRoYYyYkAobfcc5f7ekazvkvAfwSAGbMmMEH4nMJIWfnfJXHT/53A/b6c1BsbcDslRdPv+nGfXXY8pd3sNdXC50ZyDdnYs7UazD5hpmQLDTjETl756ss6nEVf/7RXxAVvZi/yI2syaMHKmlCyAVQXl4erampCWqaBkk6fXV9y5Yt/VqkraGhQVq2bFmz1+vtdbrWngzE7EkMwHMA9nDOf3qu6RFChqejb2/Hh5+IyOSN+PJ/fm3Yz5RkGAYOb9uDLe9uwRG5ESIXMD5rNK684WpqVSBD3sZ/W4c2IQ+zx4cx+qZ5g50dQshZWL58eftAp5mfn6/deeedHWdz70C0NJQDuBPA54yxT5PHHuacbxiAtAkhw4B/7zFUr6uHBRpu+vd5kKyWwc7SWTMMA/u3fo7N776LRrUdFphwxYipuGrhtXBnpw929gjpU83PXkvMlORqwoxlF0+LHyFkcA3E7ElbALAByAshZBiK+0N444n3oQtuLLxn3LCdKal7sOCABdeXXYXZCytgcVz808WSi8PB9e+jZo8dXtaAG/7jG4OdHULIRYSmUSCEnDVD0/Hmw68hKOXihusk5F45YbCzdFaOfnoQ1W+9jfp4Kxyw4Ibx5bhi0bW0+BoZVtp2HsLf32iHncdw008WQKTxNoSQAURBAyHkrL3zoz+gkedj6kgfym6/dbCz02+ttU3Y+OoG7A8dgwUmzCm5ElctnkPBAhl25BY/3nj6Y3Bmw4LvXQ47daUjhAwwChoIIWfl02f/gj3t2SiyNODKfx1e/aZjoSj+9vsN2FG/CwwMswon47qvzYM9zTnYWSOk3/S4ijd++CZkMQfzbnTAe/nYwc4SuUhpagyKGoaqhKEoEahaFKoahabFoGpRaHocmq5ATb7qugqDa9B0FbqhQTc0cG5A5zoMQ4fBdXBwcG7A4AY45+DgAD/NRGKMgYGBMYZczyhcPev+C/sDuIDC4TCbM2dOyQcffLAvNXuSz+cTysrKJs2fP79jzZo1x3q7PxqNsltvvXXU559/bk9LS9P+8Ic/HC4tLVUaGhqkb3zjG6Pee++9fs26BFDQQAg5C0ert+ODHQwZvAnzf3LrsJkpyTAMfPLWB/h7zbuIII6ytGJ8+es3Ib0ga7CzRshZ++v/XYdWlo9ZZSGMXfylwc4OGSSaGkNEboEcaYUc9SES80GOdUCOByArIchKCFE1AlmVEdNjiGoxxIw4YrqKqKEizjXEuI441xHnBuLgUMARZ4ACIM4Agw2dIazlDfaLOmioqqrKWrRokb/rdKsrVqwomD17duhM7n/qqaeyPB6PduzYsV2//OUv0x988MHCN99883B+fr6Wk5OjVldXO+bNm9fr+g7dUdBACOkX/746VL+cnCnpR3Mh2YfHIOGm/XX48yuvoV5pQ5bowc1fXowxF+Fq1eTSUvOz13AwlIexrkbMfOAfBjs75Cxxw0A05kMwUIdAuAHBSDOCciuC0XaE4h0Ix0MIqWEENRlhPYawHkeYawhzHWHGIQOICWdeoTdxDhsHrBywgcHKBFghwiqIcAlmWJgIi2BKbKIZZsEEs2iGWTAnXkUzTIIZJskCSTDDJCY26aTNAlE0QRJMEAQTREGCKJohCBIEJkIUJTAmdu6DMTAmgEEAS74/5efEjUTrBDdgNl+YluGVr+wcsb8pZB/INEtyXfITt06p6+2adevWZa5du/Zwav+9996zt7a2mubNmxfYvn27o6/PeOONN9IeffTRBgC4++67/T/4wQ9GGoYBQRBQWVnZsWbNmkwKGggh503cF8Sf/+t96IILC+8ZB9fI7MHOUp80RcWml/6CD2s/gcgEzJ1wDa68+TqIkjjYWSPknBz8U3KmJDRi7n98fbCzQ5K4YUCWW+Dz18IfPAZ/qB7+SDM6ou3wxX3oUILoUKMIGDEEDBUBGAgIgNrHU3ynweHigJOJcDEJmaIVRYIFDskKp2SHw+RIbGYX7GY3HNY02C0e2K1psFszYLOmw2ZLh82WCck0PB72XKpisRirq6uzlJaWKgCg6zpWrFgx4qWXXjq8YcMG95mk0dzcbB41apQCACaTCU6nU29ubpby8vK08vLyyGOPPZbf33xR0EAIOSOGpuONf3sdISkXN8wZHjMlHfn4AF5/43X4jBDGukZg4TcXw5ObMdjZIuSctezYj7+96YODy7jpJ1+hmZIuACUeQlv7PrT6DqItcAStoXq0RVvRFvOhXQ2jXY+inWtoZxzx0zz1N3GONANIYyLSmAmjTG54JDs8Zhc8Zg881nS4bZlw27PgsmfD7cyFy5UPpyMXokQTNAyGvloEzoempibJ5XJpqf1Vq1Z5582b1zF27Fj1TNPgPYwLYYxxILHAW0tLS7//QVHQQAg5I3//4To08XxMG9WBsttuHuzs9EqLq9j44p+xre4z2JgFN1+1AJPnzRzsbBEyIOTGdrz5zGdgzIIFy2bQTEkDIB4LoKn5MzS170Gj/xCawvVojraiWQmgWY+iFTr8PQQCAudIN4AsJiJTsKBYSkeG2Y0MawYy7F5kOHOR7ixEumcE0tOKYbdngw2TMWBk8DgcDkNRlM5/KB9++KGzpqbG+fzzz2fLsiyoqio4nU79mWeeqT9dGrm5uUptba15zJgxqqqqCIfDYnZ2tg4Asiwzi8Vi9DdfFDQQQvq0o+oN7PPnYJStAbMfGtozJTXsOYpXX3kVbXoA49NHY+G3b6ZZkchFQ4vF8fojf0FU9GL+IjeyJo8e7CwNC5oaQ2PTJzjeshPH2/fheOgYGqKtaFBDaOAq2sRTA4IMgyMHEvJFB6aY3ci2ZSHbkYss1wh404rhzShBevoYagEgA87r9eq6rjNZlpndbuevv/56berc008/nbl9+3ZHKmBYunRpwezZsyN33XVXR9c0FixY0LF69erMuXPnRp5//vn0K6+8MpSatGTXrl3WkpKSaH/zRUEDIaRXh9/4EB99bkYWGjHvJ18bsjMlGYaBd9dW471922BiIhZfeSOmfHn2YGeLkAFjGAaq//UPaBfzceWkKEbfdMVgZ2lI4YaB5pbPUFv/IY607sLR4FEcjbbimB5Bg8ChdRkzIHGOPIMhX7SiwpyFPHsO8l0jkZs+GnlZ45HtnQSL1TOI34Zc6ioqKgLV1dXOysrKXmdL2r17t23x4sUd3Y8vW7as7ZZbbhk1cuTISR6PR3/55ZcPpc5t3LjRNX/+/EB/80RBAyGkV+0HmuHQ41j4H/MhWS2DnZ0ehVoDeGX1WhyNNqLYkYfFd32Nxi6Qi44mxxGKMJRlNmPa924f7OwMGkPXUN9Qg4PHt+JQ2y4cDh7DQcWHI9AQ7dKFyG5wjISIMnMa5tlyMMJTjBGZ41GYMxXZ2ZdRCwEZ0pYtW9byxBNP5HYPGr7//e+3A2hP7auqyubOnXvKLEh2u52/9dZbh7sfB4ANGzakvfXWWwf7mycKGgghvZr5wFcxNRKDyTE0Z9s48MEXWP/264hyBdePvwpXf33ukG0NIeRcmJ023PL0rRCkS+dPtyy3Yf+ht7G3/kPs69iP/dFWHIQCuUtwkKNzjBHtmG4bgVGe0RiVPRnFBVcgK2s8jR8gw1Z5eXm0pqYmqGkapF7K/JYtW/q1SFtDQ4O0bNmyZq/Xq/c3T5fObx5CyFkbigGDoRv424tv4P3aj+EWHPj24q9j5JQxg50tQs6rodraNxDkcAv2HHoLX9RvxRf+/dgd9+GoYIAnuxV5DI5xzIpKezHGpZdgbN4MjBl5LVzugkHOOSHnx/Lly9v7vqp/8vPztTvvvLPjbO6loIEQ0qumQwdwsOYDXH3bXYOdlU6yP4x1v/odjsiNKPEUYfF3vg6bu8+1bggZ1gxdx+d/r4YjPQNjZwzv8Tq6puBg7UZ8fuRv+KztM3webcGhLgFCrs4xweTBV1zFGJ87DWVF1yMnZwq1HBAyiChoIIT0avUf/wbLjjfwmyNmhNKLBjs7yJeDyO/4FDJisFtK8ZptJF77/WeDnS1yCZiQ78aPFk4ctM9njOHtV16FosTx+SwNGEYVaJPhQxp/Fxy74BMbcdgch5zMv1s3UKxaUaHnAbwMYTYTUXEkmlSgSQbeaQawMwbgo0H9DmRoGezyeCmioIEQ0it13BVgn29CQe272Jv2TaCPVUvPp8v8DeDRL6BDQsw9A7udNNiZDBxmGLDrGhy6CrumwKYrMOsqTIYKyVBha9cRmzMaVqdtcPInCFCmfAm2zWuQ1bwLbXmTByUfZ8JqNMDN34HKdqNJasVeiwGDMQico0hlmBrzwmKMhcxmIShMhMYEtNIi7YQMaRQ0EEJ69aPFU/Gx9ZvY9Jtn8V/ldhRdNvWC58HQDbz9/Gv4KPY5cs0ZuP0fv0mzI5E+qVEFwbYAIr4gwv4QwsEQ5FAEsixDjsqQ41FElRhiehwxQ0GMq+Ds5FVUleTGOBDTTYgGIoMWNADAv/3z1/Dbo1vh8dXg7v/7jxCHyKDoDn8tar74PWrqt2K7fBy7hcS6URaD4zJmxQ2eMZheWIHJZTfD6cob5NwSQs7G0PhtQwgZ0ibf8GXU/PmPeH/d7zBy0hSwC9jaEAtH8Yf//R0ORY5jQtpoLP6n22Cy0lSJlyJd1RFuDyDUFkDYF0Q4EEI4FEYkHEEkKkOOy4gqMUT1OKJGHCrreXIQxhmszASrYIZNsiLDlgab1Qq71Q673Q6bww6H2wG72wFHmgvOdBdsaU4I4uB3B2KM4aqv/wPW/9dj2P3u33HZ9fMGJR/hUCN2fPF7fFS3GdvCR7AvGSTYDI6pgh03ppdhRvE8TCz9KswW16DkkZDhLBwOszlz5pR88MEH+1KzJ/l8PqGsrGzS/PnzO9asWXPsTNMKhULCwoULRx89etQiiiLmzZvXkVoc7vHHH/c6HA5j2bJlfQ66pqCBENInyWzGFYu/jr/++hkc3fkxiqdOvyCf6zveipee/y3atQCuLZmNa2//Mk2nepHRFBXhtgCCrQEEfQGEO4IIB8OIRMKJQECJQlZjkI04YlwBeohXGWewMTNsogU2yQqP3Q2H1Qa73QGH0wGH2wmnxwlHhhuuTDdsnqERAJyt0dNmIndsCT58dS0mVMyBKJnO+2cq8RA+3f0yPqytxkeBg/iCKdAZg8XgmCrYcH96GWaNmo+JZYthMtnPe34IudhVVVVlLVq0yN91utUVK1YUzJ49u9fF3k5nxYoVzQsXLgzFYjFWXl5esm7dOvfXv/714P33398+a9asMgoaCCEDZtKcL+Gj9X/A1j/8DkVTpp331oa6zw/j9398GSrXcMu1izDp+mnn9fPIwDEMA1F/GIEWP4JtHQj5QwgHgwiHwwjLMiJxGbIahWzEEIPaYxoSF2EXLLCJVqRZ3ci32eCwO+F0OuB0O+FMSwQArkwPbOnOSyqYZIyh/Gv/gD/+5EfYtemvmPKlGwf8M3RNwd6Db+CjA2/gQ98ufGLIiAkMIueYCDPucU/AFaPmYcr4r9HKyeTitn7pCLTsHthIOHuCjMqf1/V2ybp16zLXrl3buTjbe++9Z29tbTXNmzcvsH379n5NF+hyuYyFCxeGAMBqtfLJkyfLdXV15tS5wsLC+KZNm+xz5syRe0uHggZCyBkRJROuuPk2bPxlFQ5/XIMx02edt8/a/c6n+NOmP8PMTPj21+9EwcTi8/ZZ5Mzpqo5giz+xtQcQ9AcQDoUQSrYKRJQoZC0KmcdhdBsbAAAiF2BjFjikVCCQA4fdCZfLCZfHBWe6B64sN9zZ6YM6bmAo27Lub8grysPoWdOQXzIeH/7pZUy89gZI5nPrsscNA0eOvYuP9v4RH7V+gm1aB4LJBdTGGgJudYzCFSPnYPrE22lMAiHnWSwWY3V1dZbS0lIFAHRdx4oVK0a89NJLhzds2OA+l7Tb2trEjRs3pq1cubI5dWzatGmRd955x0VBAyFkwEy89gZse+0P2PL7FzBy4mSYrAO/6NsHf9yE6s/eRYbkwjfvuQvpBVkD/hnkZJqiItDcgVCrH4G2DoQ6gggFgwhFIohEI4ioMiJ6DNHTdA+ywASHYIXDZEOGw9MlEHDDmeaCx5uWCATc9kuqRWCgqVEF2/d+gtAXW7EoMB9Xff0f8Mp//F9s//OruOKW2/qdXn39Nmzb+wq2NdVgW7wVLWLif26eznGDLRez867C7Im3I8s7fqC/CiHDRx8tAudDU1OT5HK5tNT+qlWrvPPmzesYO3Zsz02zZ0hVVdx8882j77333uYJEyYoqePZ2dna3r17+/yDTkEDIeSMiZKE6+++D+tX/Rh//u//xFf/5f8O2OwthmFg429exwfHPsVIWw5u/+e7YPPQgm3nwtANhFo7EGj2I9DmR9AXQDAYQjgcQjgWQUQ5fTDAOGBjFthFKxxmB3Jt2XA4nHC7XXB53HBneeDypsOTnQbJcv771BPAZDPjH//5u/jts7/B+q0bcP34cpReeQ22rvstPLl5GF9+7Wnv5YaB4/UfYMf+11HTvB3bYy1oSE5xmmFwzDJnYFb2dMwuuwUjCq+iRdQIGUQOh8NQFKWzEH744YfOmpoa5/PPP58ty7KgqqrgdDr11GDm7jRNw6RJkyYAwPz58zv++7//uwEA7rjjjuLRo0fHHnnkkZau18diMcFmsxl95YuCBkJIv4y+fCbmfmcJNv7qf/DXX/8c8+77/jmPb9A1Hev/dy0+bz+A8WmjccuS2yGZqSLam3gkho7GdnQ0+xBsDyDQ0ZHoKiSHEY7LiGhRRHj8lClEwQEbM8Mh2uBMBgNOhxMutwvuDA/cmWnwZKfBlZ0OUbr0Js7XDQ5FM6BoBuK63vle0ROv4/PcMA3iIGqX14N7HrgPv//5C/jb3q2YkTcJBeP9+MvPfwa729M5JbKmxnDwcDU+qa3Gx22fYYfiQ2uyJSHd4JhhSsO3vFMwY+xNGDf6yxQkkCGHcw5V551l70RZ1BHXDNhMIkZ7nYOdzfPC6/Xquq4zWZaZ3W7nr7/+em3q3NNPP525fft2RypgWLp0acHs2bMjd911V0fqGkmSsHfv3t1d0/z+97+fHwwGxbVr1x7p/nn79++3lJeXh/vKFwUNhJB+mzx3PkK+dnz4x9/DmZ6B8m/cedZpqVEFa//nBRyK1GNm/iTc+J2bL/kuLNFgBB0NPnS0tCPQ1oFARwChcCIgCCkRRIwo4tBOuc/ERThFGxwmOwodHrgcLrg9brjT3PB40+HOToc7O23IBmS6wRHXdMRVA3HNQFzTEVMTr3HNSB7vfiz5mqrod7lW0Y2T0ut6XtFPXNM1MNCNU8didLXt4RuQ7R74bnn9YXFYcecD38Gf/vf32N64C5PSJ8I9ogHrXloCabIXXygN+NyIQk6OScjROWaYMzHdOwXTxnwFY0bNhSDSn39yepxzaAZHrEv5iqvdyp5mnDjf9bpkmUuVsc4yd5ry2TUg6LwuWS57U1HixZp7zt/YusFWUVERqK6udlZWVvY6W9Lu3bttixcv7ujtmkOHDpmqqqryRo0aFZs4ceIEALj33ntbHnzwwTYAqKmpcf7nf/5nY195ot8ahJCzctXX7kDE344PX30ZNrcH025c1O80ooEIfvvz51GvtOG6kitw3R3zz0NOhxY1psDf0AZ/Yzs6Wn0I+AMIhoIIyiGEFRlhIwqlh4DAhkTrgMfqQqE9Dy6nC+40DzyZHniyM5CWlwGbe2C6c2m6cUqloK/XeE/HVQMxrffXeJd9Ve+9wt4XSWAwSwIskgCLJJ54bxJgFgWYJQFpdjMsUuK9OXld57544njX9xZJgElMHHPbBj/gUuMR7Du0AbFx76P9aA1+JUXQMCHRKiTEgygxRCxyjMTUnBmYOu4m5OfNoJaEYYpznqxcnyhTfZa7cy23ydc+4uc+mcVE2TulPCbLldUkwGMzdV6XKnOpa1PXp46bupXPbLdlYH7IQ9SyZctannjiidzuQcP3v//9dgCd06Oqqsrmzp0b6S2tMWPGqJzzHT2d27p1q62kpCSWl5d36h+ebihoIIScFcYY5n5nKeRgEJt+80u0Hz+GOd++D5LpzCpVodYA1vxiNdq0IBZMn4uZi64+zzk+/wzDQMQXgr++Df7mdnS0+REIBBCMBBGMhRHSZEShnHKfFWY4RRvcFhfybLmwO12wu9ywpLkhpXkgZrhgiFLn03A1+SSuXjNQqxlQfDqUluaTnrh3NuN3e+J34v2pT/BT9/f1tL03jAEWSYDVJHZWFqymxL5VEuG0SMh0JI5ZJBEWkwBrl9dUZaL7/alXc7e0U9ebRQHSMF574Uxww8A/vXgFdhgy4slWBK+Zo0SxYlrIgVLzVIQ/awQUETd+b8V5neHsYsQ5h24knrArugFN51CTT7y1ZLc1VT/ROqXqRuf5znJ3Slearq1cJ56snyirPZfBrk/uz4UoMFi7lBmrSYSl830iiO6pvPVU/joDgGRZTpW9VOCdOpeq6AvChVsE9GJUXl4erampCWqaBqmXsYNbtmw5cC6f09LSYlq1alWPYyO6o6CBENKr+o4o6nwydIN3bhwcjDEIjCF94XdhcxXjjS3v4YPaVbjq1tth93SZt52feOEc4OAItQWw8S8bIRsMV0z6EkIlY/C3Pc0weOIPd6LOmng1kvucc/Au+wbnndcanMMwTr3eON355Hs9dU1q30js66lrDQ6dn/jeuq7DFo/DKUdgi0VgVmUIWhQwolB5DDHEoHVbhVjkAqywQuQWCMiABAsC3Iw2w4wGQ8JRLiGGZGU3AsCfujOS3PpsMT6FSWQnP0Hv8vQ9dcxtM5301K/zD7/p1Ir6SRWHHq6xdKlkmEXhgq4Yfr6pkRhibR2I+cKI+cPIL58IcZAGfjNBgFdMxwLRiyLPVORm3wCLazwAhi2v/w1bfc2YdNmX4K/7BFVPP4fx19Ri0rXXg3WtvPHOItlZHlPlKlnskmUrVWb5SeUydV1n+TJOXH/aspksS6ctjzxV7k5U3FPn9GQZNIxu71PlM1nJN7qUU80wOo/rBoemJ46dsp8MCrTkMdUwwM/x6fop/89Y8om7JMDcpXJt7lLBTgXSJ57Kd62kn1wht3Z7NYvdguzkudT+xRRIG4aBuC+MuD+IWHsIolmCd9q4wc7WebV8+fI+F1w7V4sXLw6e6bUUNBBCevWnj4/jyer9fVyVDuQtAgxg9bq9Z5jySADA25/4gU+2n1Mez4YoMDAAgsAgMpbc58hkOkZChRdxpPE4bIhBQAwG4ogiCp0lnvxFk5uZS7DCBhOzwyRmQpNsUE02RK0OROwOKBYLJJMIkTFIogCTyOASBGSIDBNFAZLIYBKFzq41kijALDJIQtcmedbZPSZ1LFXx6N5kT0/4AEPTEe+IIO4PId4RQjwgIx6UEQ9GoUSUxBZVocZ0KHEdigKoGqDqAjRDgAoTNGaCJljBhZP/TN5Z3Ar36PxB+mbAuw3/B8d8qanUowA+Tr5PA5CGjccBsBlAHrD+IICD2wYhl/3DGCAyBsYAIVkWU/uikNgXkg8pUvuJY4AkJP69iwIgColyJAqJ8mM1seR+4rgknrqfKnud5U5MlClT6lzy1SQymEUxcVwSYDlNl5nuXdskgV1UQfTZ0GJxxH0hxHxhxAMRxAMRKKEo4qEY4uE41KgKJaohLiuIx1UoCoeqM2iGCI2boTMzNMECXbQC7EQQ5Irtw12/ubiDhqGGggZCSK++OrUA04rSOyvWYvKPYNcnkKlWhEBLM7a8/FuE2ltQOGEyps67EXZPeudsnr66VlT/7W0Y4PjS1XOQXzYSDEi2WgAMiYpCqvIgdKlIdL4iWeHvcjxRwUikkcqfwBLpdq2MCCzx5Nh3vAW+hjb4WtvR4fejIxxEMB5GUJOhdhlPoDNAhQSX6IDbmgaPYwTS0tOR4c1ERl4WMgq9NC3sADA0HWowgnhHOFHZD8pQgjLi4RjUSBzxiJKoWMQ0qHEdatyAqgKahhOVC4jQYIImmKEL5pMqFyeIAGzJDWCGBsmIQ+IKJGgwCTpsJg1uSYPJHIXZHIbZJsFsN8FkN0OwmWFKd13IH80pfvaNKVA0flLlGUg8lVdjKv6y7g00xX2YNXYaLLYoPv7LnyGIJky6bi7GzroSgih2ljkgVdYApMoeTpSrVHkUGIMgJPZT5eqU8iX0UDZxcnlMVfq7lu9UOmTo0GJxKP5kBb8jAiUkIx6KQgnFoMgKVFmBEtWgxFQoURXxuAZV5dB0BtUQoXMJOktU9nXBAkM83cKDpuSWIOhxCHoUghEDeAwcMgy0Q2cxaIhCZTEoYgy6FIMhxaDlaQD++UL8SEgSBQ2EkF6NyLBjRIb9zC4elYE5l/8INX/+I7b96Q/4/It3cMXib2D6gko07a/Hpk2vIlcAvvn1O1Awofi85FeNKmiva4KvoR3+1nb4fX50hAIIxkIIajJi3cYUSFyAS3TAY3FiREYe0tLSke7NQEZuFjJHZMOefnFO6Xc2tFgcSlCGEpChhmQo4SiUcAxKOA41EoMaTVTu1agGVdGTmwEtWcHXdAbNEKBxARok6JCgC2boYm8DGs3JLUEwVIiG0lnRl5gOi6TBIaqQpBgEE4NoEsBMAmARwc0SDIsJmsUExWxC3GpG1GJF2GxFRBAgKzqiio6oqne+l1XtxHtFR7RDh9JuAFBQI5kxmGtVTy/K6PX85Q/egTVPrcaxw+/ipllfwvz/+CE2/eZZHHn9VzA+fhvX3/1PGDlp8gXKLTlfDMOAFo5CCSbKYjyUeK+EY1DlOFRZgSqrifIY16DGk5V8JVnB1wDNEBIVfCQr+cmAmwun634nALAmt+QRPZbYjBjA4+CQwRGHzmLQWRwqi0E14tDFGHQxBsMchyHFwc0qDLMGw6pDtwHcIkAQrWDcBoPboRsOqIYdUd2FiOZCUM1Hh+KEX3FAVgwYHJgz0nshftSkCwoaCCEDSjKbceUtt2PCNddj84vPYcvaNdj9zjY0paVBYiLu/Ic7kTuu8KzTlzvCnQON/a0+dHQEEAwHEIwmWgqiiJ90vcAZnIINHrMTY91ZSPOkIT0rHek5WcgakQ2n1zPsp3g1DAN6VIEajCQqDeFoouIQiUKNKFCjcWjRRAVCi6tQY4lKva4YUFUDusYTFXsd0AwGPVmx1yEmKxQm6ILplK46Jzv5KT4ACLoCkasQuQqJaxCYDpHpMIsqrEIMgohEPURiMCQGQxKgSSI0SURcEhEzSZAFEWGTCUHRjKAkIcytnZX8rq+K3m3AqJrcOmnJLQogAACwmgTYzRJsJhF2c2KzmUVku6ywmUXYTaljUud5q2lo/1sx26248/v34IWnfo03tv0Vi8Qv4+Z//Xcc2v4RNr3wK/zhxw+jcMIkzPrq11A8ZRo95T8PDE1PBNWRGLRQsiIfSVbmI3FoMRVqVEm8xjRocS3RiqYoiUBbNaBpgG4kgmyDi9BhgsFOVO4NwXSa1rSUk5/igxsQ9TiYoYDxOBiPg/M4gAgMxKGzOHTEoSEOFXHoYmIzpDgMSYFhUqCbNBhmDZrJgGrh0CQBYFbouhWqboWi2RHTrYioDsiaA1E9E7LhQcRww+he3UwVx2RPO1FgsJkS5c9uFk+USWui7GV1Hpc6y+noLGrlvdAGJGhgjM0H8BQSfzV+zTn/z4FIlxAyfHmyc7BoxcPY/tpf8fbHH8DMBXiajuLgjr/DkfEVuDKzTrre0A2E2wOJ1YtbOxD0dSAYCCbWJ4gm1icI61Go3QYap4ICt9mBUa5CpLk9SMtMR0ZOJtLzvUjLy7jgi5QZmg41EoUWSVYWkk//tGgcmpzow6vFFGhxDVpMg6ao0OI6NFWHphjQVQ5NM6BrSAze1Bn0ZGVe56xLZV6EkazQ916BABK/7iV0rdQzQ4NoKBC4dmKDDsY0MBiQmAGJcXCBwxAAXQB0xqAKDIrIEBcERAWGqCAizASERBEdEBFgEtohQjYAzgUAluTWB47Oyr5FEmDTE7O02CHCChG25KDPdLsZNrMIm0lIVjSk5OuJ/VTFw9alAmLtDA4kWKSLd+yHxWHFXff/I37z9K/w+gdvQxRETJ53BYqmXI6d1Ruw4831ePUnP4K3eDRmLroF42Zddcazng1HelyFEopCi8jQ5DiUcAxa9EQFXospnQG1FlOhxGJQYypURYWmaCcCax0w9FQ5FGFAhAEpsTETDMHUx5P6rk5uQQMSQbZgxMG4CmYoySf3KhIVewUGU6AzBToUaIhDExQYogJdiMMQ1UTlXlShSyo0kwZNMqCYdMRFDkVgMLgFnFugG1Zoug0at0LVbYgbLsQMO6JGBmKGE7LhOqmSLzB0liWLlAimbVKibKbKlzsZUHet1KfK2+nKYSIwl2AzJ8aKUAB7snA4zObMmVPywQcf7EvNnuTz+YSysrJJ8+fP71izZs2x3u5/9NFHc1588cUsURR5Zmam9sILLxwpKSlRGhoapG984xuj3nvvvX7PunTOQQNjTATwcwBfAnAcQA1j7HXO+e7e7ySEXMx0Vce+dz/Fezs+RhZzY/zYMWg2ObH3o8PYs+NZCDY7uFlCnOuQ9Shkrpx29WKnZEe61YMiRwHcbg/SMtOQlp2BjPxsuHPSIIgCdFWDHlehxxRoMQV6VIEeiKC9xQ8trkKPqdDjiYqBHtegK8lNTTzp01UdumpAVxNdanTNSFbcefKpH09WGBgMzqBzBoMLyYqDCIOJiSeBfT6RTxHQU8UBXIdoqGBGohLPDA0MOsB1gCvgMBIbMxIzOzEODRwqOBQGxMEQR+IBXlwUEGMCYqIIWRATr6IEWZQQEU1QRRGJXuzdnkp20306xe5TqqamS80wCcjvMpuStcs9VpOY3BIV+9R7S5eKR+qYVRIv2gr9hWJ12XDX0nvwwv88hz9t3QDODUz58mzMuGkxLp9/E/Zs2Yya117BhqefgNXpQln5tZh03VxkjxpzzpU3wzBgKGpneUyUSTVRUY9GoUTCUGJRaNEYlGgMWjwONaZAU7RE+VQ1aIoOXeOJMqlx6Dpg6IChCzAMAZwnnsDzZOWdQwKHBINJ4CxRiedCKqA+k4cGYnKzAjgxboUZKgRDTT6hV8G4CnA1WZmXYUAFZyp0KNANBTpXwbkKQ1BgCAp0UYEhqNBFDbqoQhM1GKIGTdKhigZUkUOVOOKiAM7MMAwzDG5OVOwNS6Jib1ihGHbEDQdU7oEhuMAFDyST/ZQpis1Sovyk9l0mEd4us52lymXX8piaQtVm7l4+xc7pjKlCf+FVVVVlLVq0yN91utUVK1YUzJ49u9fF3lKmT58ur1ixYo/L5TJWrVrlfeCBBwrffPPNw/n5+VpOTo5aXV3tmDdvXq/rO3Q3EC0NswAc5JwfBgDG2FoAXwVAQQMhF4GnHlwOR3vOac4mB1PyE+9PfmVwQwSg4+DhAwADBKR3nmMQYIMIG6zIhIBERZoBTABP7SffK0xAK0S0sBg4awVnPoAdhsFEcCaewZP2nqSevvfwzQwNgqGBGSoY15KVdgMwEu3qnBvg3EDqPx28c9OQHESd3BTGEpsgQBESFfm4KCAmJCrzcUmEYjJDM5sBiwmSYIZJtJw0i0vX952ztogCTFJqZpcTM7c4JAG5PczkYupyzGI6MQNM1wWVTkzBmjhGTwCHll/e/X8hGD11y2BINNUwnIi9GcxgKIQN22vfxfbfvYvOMgYAKEWaZTygAkfeUXHknb8kz58oh6l9DiExahoiOBO6vSbe82RZPLOgGejeP/60uJEoi1xLVt4T74FUBV4DEAOHAs5VcKaBs2Tl3VBhMA1c0BKVd6YlnsoLOnRRhyZo0EUDWqoCLxpQRQbFJEAVRTDRAsAMBjPArACzAYIVgmgHE+xgQhqY6IAouSBILoiiDWaTdFLZsyRnXjoxyxLr8r7bQmbJ+xKVdbFz0bPU68U0hepw8cOtPxxx0H/wDAf2nZmx6WPlH5f/uK63a9atW5e5du3aw6n99957z97a2mqaN29eYPv27X32zVq4cGFncHH11VeHX3755czUfmVlZceaNWsyByNoKADQ9YsfBzC7+0WMsXsB3AsAI0eOHICPJYScrf6UR3NYhCH2MK0d7/4m8co69w10Tvx+ymYkpltKvU++Jp7ecXDoyeNGYnYmpoNz/cRTdq7DYDo4M2AwHQbTYCTfa4IGg+nQhcSmCRo0UUu8CjpUSYMi6lBFDaqoQZE0xEwaVElDTNKgmhQYog5R4DBxwAQGKfUKBhMYTBAgJTcTE2BiIkxMgsREmAQJZmaCJEiwCyaYRTPMogVm0QyLZE1sJiuskh1Wc2KzmZ2JOdfNNphNdljMLpgtrsSr2QVBpOFnF6v+/m0U9ZHQpW6DobuVxRNlMHUsufGu55PljgNdy2DimAEwI1kxN05s3ACggyF5PlkeGdMBlngPGOBCcj+1iUZyn4OLie5uXOKAAHCJgYsMkAQYJgaYRHCTBFhMgNkMWO0QzWYIkhWCaIZJdEAwWSAKHpjMDpgkJ0ySHaLJCovJdPK0q8kgWxQYTILQOeWqlJxmtXNKVeHkqY+plYsMtlgsxurq6iylpaUKAOi6jhUrVox46aWXDm/YsMHd3/SeffZZ79y5cwOp/fLy8shjjz3W77mjB+IvUU+l65TlUTjnvwTwSwCYMWPGAC+fQgjpj/6Ux3uf+S8AOGVcgGEY6FCCaI360Sj7UR8NoCEawZH2AGrlODpMafBJGehA2kn3paMDhfBhJCIYCRUjNQkjIiLidc1oO3YEHc2NUONRgAGSSYJkt0AQAA4DqhqFpsUTDzzBE92ZBAOMcQgCh8A4RIGDiYBoMUGwSBDNEgSzBMEsgpkEMEkEJBMgMnAJ4AIDFzkMBujMgCFw6DCgcR2qrkLlGlRDh8o1KFyHxg0oXIfKDShcQwQcCjeg8GQXISPRLV8BoDCAD8BTehPnsHLAzAFL8umxlTGYIcLKBFgECVYmwSyYYBVMsIhmWEQzrIIFFskKq2SDVbLBYrLDZnLAYnLAanbBlgxMrBY3rNY02KxpsFjSIJnO4OkvGRD9/dv4j2vu7fF4XFPQHvOjOdaB+lA76kJ+1MtRNCkaGnUJLdyOFmQgzk78vxW5hmzeihy1FZnRDrhDYbgCcVj9gGCc+Hdr4RKshgSzIcBscIi6AabFoUWDUKIdiMd94IbWU7YAAJLJDLPdDqvdAYvdDovDCYvNDovDcep7uwMWhyNxrcMJi8MBk8VKrV1k0PTVInA+NDU1SS6Xq7NQrVq1yjtv3ryOsWPHqr3d15NnnnkmY+fOnfZnn312X+pYfn6+1tLScrq5cE9rIIKG4wBGdNkvBNAwAOkSQoaA0w0iFgQBGdY0ZFjTUJo+CgBwaNte/H7THzBOtOHb36lEWn4GwoqM/R1HsTfYjIPhIA5FVdQqVvzNyEMMtsRvIQ/g9eRjzOVjUGZjKBFF5DaFEP/8IOp3f4GonGhBtXsyUDyxDN6RxUjPzYMrOwcCE6BEZcTlCOJy4jWxnzoWgSLLiLdHOvfjsoy+ln6122yw2DMTlZlURSZZibHYnbB2OW6xO5PnT1SCmCCAGwY0NQpFDUFRIlDUCBQlBEWREVcjUDQZiiojriZeFS2GuBZNvOoxxPU4FC2OuKEgriuIGwoUQ0Xc0BA3NMSSgUxYjyHOjVQHDcQYEE92izobEuewccDGASsYrCzRjcwqiLAxE2yCCTbRDJtohU20wGaywSYlAhKbyQmb2Qm7xQObxQOb1QO7NR12exZs1gxYrWlgw3y2qqHIIpmR78xBvjMHl2f1fE2kI4RfPfdrHHMEkV5cjIDXjcNR4IiYi53mSeBpAjACkLiKQjSjyOhAQTSK7PYoTI0qtKiGkKQhxpL1FrcbgBvASFi5CU7RBqfJBofZCpvJBLNZgGTigBCDrkYTZS8qIx4JI9Te1lketXi85wwnMUGAxeFMBhLdy6Ozz/IpmS0UdJBhxeFwGIqidP6i/PDDD501NTXO559/PluWZUFVVcHpdOrPPPNMfW/prF+/3vXkk0/mvffee/tsNlvnHz1ZlpnFYjF6u7cnAxE01AAYxxgbBaAewG0A7hiAdAkhw8iRjw9g7ZuvwCFY8e3v3IO0/EQXCqfZjmnZ4zEte/xJ1xuGgdpQPXa2H8GuoB97ZA0HFQe2BbNgQAQsgHPGSIy9YgpKxShGyRE4j7Sh7fMDOLT9w850XFleeEcWI2tkMbwji1FQOh5peQW9zgbDDQNKLIp4JBlERCKIyRHEI+HO/bgcRiyceI1HIgi1t6Ht2JHOe3rF2ElPT63dgguLPRVg5MBpd8DiTB1zwmy3dwYd58rQNcTjQcTjAcTiAcRiAcSVEKJKEHEljJgSRlQJI6ZGENeiiGlRRJNbXFcQ1WOI6gqihooYTwQpAUNBVDMQBUeUAVEGaP2okDHOYeeAnQM2MNiZADuTYGMS7IIZDtECu2SFQ7LBLtlhNzthNznhsHjgsHhgt6bBbsuAw5YJh90Lhz0bJgtNvXgmHGku/NN9/4TfVq3G8cZa3DL5Wlx5yxwAQESNYre/Fp/5G7ArFMT+qICd2ghsdnoAJ4AiII+1otQUxFhdRl5LCO79AWhtMehMhC4J0CQV7ZqCulhr58rpKRaY4BLt8FgzkVboxoj0dKR7M5GZ70Vafjo49GT5k0+Uvy77sUj4pPIZ9vs632tK70GHIEonB/X27uXyRKvGqWXVTkEHueC8Xq+u6zqTZZnZ7Xb++uuv16bOPf3005nbt293pAKGpUuXFsyePTty1113dXRNY+vWrbb777+/aMOGDQcKCgpOagrctWuXtaSkJNrffJ1z0MA51xhj3wPwNhJTD6zmnH9xrukSQoaPYzsP4aXXX4ZNMONb//jtzoChN4IgYIxnBMZ4RuDmLsfDioyP2/bjY18DPg9HsSduwytaAXRRAsYAnjFXolRqQymLojgUgeeoD8GDdTiy82MYemI6ViYISMvJRUbBCKTnFSA9Lx/puflIzyuAIz0j8eTSnqgsnA3D0KFEo52VnFi4S4VGTlRwYuEwFDkVjETQ0dSYbP0IQ4n28bs6GXR0dulIBhNWuwPmZMBhTub/RGuH/cS+3QHJbIYgSrDZM2Cz9/3/41yo8QjkWDuiUR+isY7EFg8gGg9CjgcQVcOQlTCiqoyIFkFUi0HWopD1OGQjEZQEDAWNehQR1YDMAJklpnc9EybO4eCAgzM4mAAHk2BnEpyiBQ7RAodkT2wmBxxmF5wWDxzWdDit6XDYM+GwZcLpyLkkAhCr04a7lv0jfvf0b/D255uhaRqu+caX4DDZMDN7AmZmTzjp+mOhRmxvPYhPAz7sihjYpaTjHYwBMgF2hYERQgtKpSDG6VGMaA/De6AJviPHoIQUmG3pEC1uiFYHYLVCAUdrpB1Hwg3Qmwxgz4nPscECt+SAx+5CmsuD9Ix0pOcUIG9UFtILsyCZT/8QQFPVLgFHoiymAo5YqlyGT5TPeCSCYGtL8n0Yunb6rlXAiaAjUcacJ7+3208EHp1bsguW3Z4opzY7BPHCTvtMhr+KiopAdXW1s7KystfZknbv3m1bvHhxR/fjK1euHCHLsvi1r31tDADk5+crf//73w8CwMaNG13z588PdL+nL4z30UR/PsyYMYNv3779gn8uIRcrxtgOzvmMs7n3XMtj/RdHsOYPv4MJIr59993IKjrdTEtnL6JG8XHbPmxrr8dnoRh2x504bniTs7cknoCONwcxXtQwLs6R3RRD5Hgj2uvr0NHcCF090Q1UMlvgyc5JbDm58Hhz4c7OhsebA3dWNiwOx3l/qmjo+onuVCe1bqSCjsSTVkWWO98nzstQkvdx3nvLsihJMNsSgYS5M6Dotp8MTLq/N9vsic1qHbSuRNwwoCghRORWyHIbItF2yFE/IjE/IvEOyPEgImoIESWCiBaBrEYR0WOI6ApkriBiaAhzHTIMRBgQOcPBrRaDw4FEAOJkIpxMgkMwJwIQyYb7v/wMPGnFvaZxtuXxQv5tVGMKfv/0Czgs1+PqUTMw91s3nfG9x8PN2NayHzsC7fg8AuxVMxBEYmymCQpGCy2YaImiDAZGBw1Y6wPw1x+Hr74OYV87OACz2QOzNR0WVxZEuxO6ZEKM6YhwBREeP2n6ZcYZHMwKj9kBt92dWIslI7EWS0ZBFtLys85pLRZNUU4EF52tj+ETXRw7Hwgkymss1eUxeY0aj/X5GSaL9UQQ0VkOuwT7XctfsrUxURZtneVYNJmoxeMsnE153Llz55EpU6a0na88nYmtW7fannjiidz169fX9nbd1VdfPW7Lli39WnNhxowZpW+99dZBr9er93bdzp07s6ZMmVKc2qcpOQghZ63pwHH89g8vQYKAb931rfMSMACAw2TDNXlTcU3e1M5j/lgAH7bsRY2/GTvDOj6NZ+DvSAcAiF4No3K8uKy8FJe7HbjMnI7skIhQcxM6WpoQaG5EoLkJdbt3QY2d/NTfZLXBneWFK8sLV2ZWYsvIgivTC2dGJpwZmbDYz232PUEUYXO5YXP1exIMAADnPNHSIUc6WzMUWT45EImeCDAS+9EurR0RKLFon+M6wBjMVltnJaazApOs4Ji7HDNbbSfe22wn71ttkCz96+LBBAEWqwcWqwcZGWPP6ufUlaFrkOVWRJJbWG5DONoOORZAON6BiBJESAlBViMIa9HEZsQRMVQ06hGEtRAiCseSXgb8Dicmqxl3LP821v3Pb7Gldjtiz8bwle/efEaroxc6c1DozOlsITQMA4cCdfig9RA+DnTgs6gJb0RH4lVYABPgKg6hbFwuLrPPwDRXGsbDA5NPhr+xAcGWZnQ0NyLQ0oRoWyuYYcAJBos1AyZrGiyuTDCrA5ooIqbEcTR+HHs6DgNdlrVinMEpWOE2OeG2u5DmdiMtPT2xlkteFtILsiBZTt9SIZnNcJoz4Ew/uxY5XdMS46i6BP6psqgkHwIo0RNjrhKtkyEEWpo7x1/11cUKSLR4JMriiUDipDKXfLXY7DAlX81WG0ynlEkbROniXczvYlFeXh6tqakJapqGrms1dNffgKGhoUFatmxZc18BQ0+opYGQi8D5bGnYs+817Dv+PqaMuRHFIys6nzy3HW3Gb55/HhoMfPuOO5FbMuK0aVwoR4L1+KD1AHZ0+PFZRMB+PTsx2BqADTJKpFZMshm43JOG2d4xGO0qgCInuioEWpsRbGlGqL0NwbZWhNpbEWxrRTR4aguuyWqDMyMTrowMONIz4UhLhzM9E470dDjTMuBIT4cjLR1m24BO7T2gEuM6Yp2DyFOVl859WUY8Gu0MPJSYDCUa7QxOlFgUSlSGEov1HXwAYEyAyWrtrLyYkhUYk9Wa3LfCbLXCZLXBZDlxzGS1wmSxwmSxJF47962QLBaIkjTknr4Oh5aGFEM38Kdnfo/P2w/gssxxWLzkdggDsBaAoqv4pG0ftrXV4ZNQFLtidtQZ2Z2tg9low3hLEJOdJsxIy8Hs7DK4TQ6Efe2JstjagkCyPKbKYqi9FVo8DiZIsFgyYLJ4IFgdEKxO6CYJMYEjylTIUE6e15EDDmaBU3LAbXPC7XQjLc2DtKx0pOdkIj0/E7Y05xkFTOdLZ+DRZTKHk/blE/udZU+WTymbmqqc0eeJkpQIJrqVwxPlzpYsj8my2K3smayWLu8T5VOyWCAIQ68b1nBtaRgKqKWBENIvG7/4HX4V2gMc3wC3wTFZcGKCrQhyLYchFOObi/9pSAQMAFDsLkCxuwC3J/c1Q8PnvkP4qPUIPglG8EXMgrWhHPwuJAHHfXDjCEokHybaOaZmpWNW2UxMcxWcVHnQFAVhvw/hZOUl7Pch7GtH2NeOkL8d9Xt3I9LhO6kLVIrJYoUjLR32tHQ40tJg96TD4UmD3ZOWOO7xwO5JvJqttgv0U0pIjOuww2K3w5V5mul2zkBn8JGquESTr7FoYvXf5PvEa+KcGoslzseiCLW1Qo3Hksdip7T8nMn3MFkskMwWmKxWSCZz575ksUAymSGZzYl9s/nEZjJDNJkSr2ZT574omRLHk6+JYxIESYIomeDMyBiSFaOzJYgCFi+9HZZfvYrtjbsQf+oFfH3pN3t9Mn8mzKIJs3MmYXbOpM5jHbEgPmrdi+3+ZuwMq9gd92BzPBNoB9jBg8gXWlFmjuAypxnTRudg1uyZSLOeaI3jnCcmJfAly2KyHHaWSb8Pkt8HKRiG2ZoGk8UD0eIEN1lhmBhUKYZGJYJDwToYjScHuiYuwiFY4TTZ4ba74HG74UlLgycrDWk5mUgvyILVef7KqChJ59T6mKJraqI8poKLziAjUf5OLZOJcpi6J+xrhxo/URZ7+r3W6/cwmWBKlr3OcmjuUiZ7KI+i6US5FCVT8li3ciidXBYlkwkmqw12t+ecfl6kf6ilgZCLwPlsaTB0DbVHNuGz2mrsbN2JT6NNOCwYnesPFOsMk61eTM2ajKmjv4wxo+YO6cXIoloUO1r3Y3t7PT4Nx7A3bsMxIzsxYxMAF0IYI/lQZtMx2eXG5ZkjMDF9NMxiL7MxcY5YOIRIhx8Rvx+RDh/Cfh/kgB+Rjg7IAT/Cfj/kQAdi4Z7HtEkWC+zutEQg4fbA5k68dn1vc7k73/e3u89wwQ0DmqIkKjPxONRYNBlUxJOvUahKHFo8njgfj0FTEu9TxzQl3nmNpijJLfleVRNPY8/yb999//sCnBmZvV4znFoauvrrC29gS+12jLTm4I6l34bVdf4D2cZICz5s2Y+PO9rweYRjv5oOX3JtF8YN5ArtKDGHMNEuYXJaJqZnjsEIV26vaeqaBjnQgYjfh3CHH3KHv0t5TJTFeEiFpjAw0QpmtoFLZqiSCFXkiAo6YsKplWUzl2BnFjhEKxxWG1wOJ9LS05CenYX0vCyk5WYMeovFQNM1LVHukoF955Y6lipzqfenlE3lpPKpqSeXR11V+hyIfjrFU6bhlocf6/M6amk4e91bGihoIOQicKEGQvuOt+LF1WsQNJox9TInmkwH8VnHQXymB+FLDjR1GRyTBQemp5diWtENmFRaCYt1aD8NSs3YtMPXgF3hKPbGbThqeKEhESiYoKBIaMU4SxxlDjMmuTNxeeZo5Dv7P4ZD11TIgQDkQEeiYpN8lQN+yMEgosFA4nywA9Fg4LR/UCWTGVa3u/PppM3pgs3thtXphs3lgs3pgjV53Opyw+p0DthUrsMd5xy6pkFT4tBVFbqqJoIJJQ5D06BpiWO6pkLXNBialtzXUHb1tTCZLb2mP1yDBgD44I+bUP3ZZnhN6bjzvm/D5b3wZbcu1IRtrQfwaaAdu2WOA4obLTgRqHkQxGjJj1KrjvEuJyan5WFy5lg4TP0LcjjnUGPRRBnsOLk8RvwdkP0yYhEVStyAagAaE6BJAhSRI8Z6DixELsAOM2wwwSaaYDNZYLfb4HQ54M7wID0/Cxkjc+HMSO/z39GlIrGejZIMIhJlUU8G953lsEt5TJVJhycNxVOn95k+BQ1nj4IGQi5CFyJoqN99BC+tWwuFq7hl7iKUXTOl8xw3DNQdfx+fHtyAT1s+xidyAw6Kid8tZs5xGayY6RmHmcU3YHLZLbDa0s8mqxdUTIvjc98hfOqrxxehEPbGRBzW0jtniQEAN4IoEjswxqKh1GHFBHcWJmYUId/uHZCnjakBz6kAQg4GEQ0FEA0GIQcDiIVCif1wCNHkfkyOnPYpOmMCLE4nbM7EolhWp6tzgSyrw9k5j/2JRbIcJ822JPYyGI+cMJyDBgD4bGMNXtvyFlyiDd/81l3nbYKD/miR2/FJ2yHsDLRgd0TB/rgVdUYWVCQWtU21SoySwhhnA0qdLkxIy8Wk9FFwmgdmGl1D1xENBTvLYtjvR7DJh2BbEHI4hlhMQVzVEDd0xJmBGNMQZSoMdmp5tHITrIYIMxdghgAzE2CWBFitJtgcZtjS7HCku2Bzu7pMq9ylTA7izGbDDQUNZ4+CBkIuQuc7aDjwwRf4w9t/ggQRt9/yDYy4bHSf6Xb4a/HJ3j9ix/Et2B4+gj1Mg8EYTJxjCqyYlVaK2aO+jMvKbhlWc+M3hJvxSfth7Aq2Y19EweG4CUeNTERxYtCzA2GMEPwotqgYbZUwzuVGqTsXpWlF/X4a2l+GoSMWDiMWDiEaCiEWDiIaCiWmigyHEE2eS+2n1pSIRyJ9TuMqWSyd00N2nRrSbO959qSeBjunBjoPxQHMA2W4Bw0AcPDDL7DuL4kyf9vir2PklDGDnaVTKLqKff4j2Ok/jt2hAPZHDdSqDjTyrM7uhowb8DI/ikwhFJkNjLVbMc6VjglpIzDSlQfxPI9PUWIxtB9rhO94MzpafAh1BBEJy5DjMUS1xBolUSiIQT158DYSs0JZuQSLIcJsMEi6AaZpYJoCrsbAmApBMiCZOcx2W5fpkruWQ/uJMti1XKYGNVttMFmH5gDmgTJcg4ZwOMzmzJlT8sEHH+xLzZ7k8/mEsrKySfPnz+9Ys2bNsT6S6NH1118/tq6uznLgwIEvAODxxx/3OhwOY9myZe3dr6WggZCL0PkMGj75y4f48wdvwy068M1v3XnWTx1DwXp8smcdth3bjG3hI9jLNHDGYDM4pgkOXJF5GWaPW4jSsQuG9JiInhiGgaOhBuzqqMPeYDsOygoOxyUc193wJ/tnA4kKTCbrQIEUwkjz/9/evYfHUd15wv+e7up7t1qy1Lq0ZGHrakvGIjbCQxrkSxSNWYxGIrADZuPAbJaw4yGyMVkmm3fyZmefZWHMJAG9sIQdYDEzxPYyG8gk9kQKawIWwZLtWCDLutgyRhdLsmypW33vqq73D6kdYeSW5Jsa/P08Tz9SVZ06/ZPxMf3Tqd85Mm4w6rDYYkOBzYEi+0KkzONjXH9cxnUyibjImvWfW2UptvTrZFHlbGsFYgXMU1dCihVQ/rFgeeJcrFD5M4WSFxQqa6XJIkmtNFksqYVW0kGj1U55SRAazcT3Gg3E5Euj0UCI2LEAICA0AgICmExs5rRc7JcgaQAmZhd/vnsnQmoEf7bmTixbu2K+Q5qVoBxC+7keHHWfRpfXg+OBKD6JmDAQTUEIxvPt9AghU4wiRwog16hikcmEPIsdhUmZyEvKgUHSX7OY5XAEnuExeIZH4T4zCveoG54xN7y+cXiDfvjlIPzREIJimsJkFTBCB6MqQR/VQIqq0MgyEA5CjYQQDfsgR3wIhzyIRqdf2vV8AXMsmbhgLOr0hinFyzpIesP5AmVJp4NWp79gPErQaiVoJN3EWNROFDDHxqJWO/G90Gqg0Wgnx6F2YtxpNBBCQGi0EGJihhQC58fjXH/Z8EVNGv77f//vDlmWxd/8zd8Mx8499NBDC0dGRqSUlBTlUpKG1157LfnNN99M6ejoMMeShvHxcc0tt9yy5NixY+0XtufqSUQ0J1qtFpmGBXjgO9+CJfXSV/awJWWjYtVWVKzaCgBwj32Cg0d34sO+93DA14e/P3sAOHsAyR/8ALfoUrAqfSVuXXovcrJvTfhpeI1Gg8X2HCy25+CuC66NBt04NnoKHZ5hnPB7cSoQRW9Ej33+VHj9VuAcAMgATsIKLzI1bmRJIeQYgFyjEblmGxZb05CXlP2ZlWSuNCHE+dWUktLSL6kPVVUnVl6ZXKFlYlWWKaslTS2mnFLkLIfDfyxgDgXhd/svKF4OQwlHZr2c5NU0m0LoL4vskkX49sPfxj++vAP//O6/wD0yCte9X5vvsGZklAxYkb4UK9KXfuZ8LLk/NtaHrvFzOBkI4lRI4FPZjObxBZDHY4sdeCDUNqSJUWRqfcjWy8gxaJFrMuEGSzLyrBnItWVd0aRC0uuwIMeBBTmOuO3kUATu4TGMnxmFZ8QNz5gH4+Pj8Pm88AZ88IX9cCtB+HURqGYNANPka2KFNJ2qhUnoYdLoYdDoYNBK0Gs00GkAjYhCQIaqhiArPiiRifEYGPd8rnhZDkcQVeZ3z5JFN63EN77/X676+wz85x8sDHV3X9H1sw2FhX7nk/+tN16b3bt3p+7cubMndvz++++bz5w5o6uqqnIfPHhwztPzbrdb89xzz2W89NJLp+67777zU4c2my2ak5MT2rdvn3nt2rX+eH0waSCiuJZ/vRzLvrbyiq8IYk9ehK+5/hpfw18DAIaGPkJz+y58ePr3+DA4jIbT7wCn34FTAVaZMrAq66tYVXo/0hxLZ+g5saQY7fhq1nJ8Nevz10YCo+h29+HE+Ah6/OPoDUbQH5ZwImLF78MpUz7EhAD0wAIfHBoP0rUhZOqicBq0cBpNWGi2I9eaihusWVfs+e1LIWKbwRlNwFUoW1FV9TOFkX8slJQ/W7CsyIgqChRZhqoo54+jsoxoNAo1GkU0qkCd/H7ieOIrMFGjo0KFGo3NmqjnJ1D0pmu7NO58S3am4d/XfQc/f2EHGo++j3PnRnHnt+++Ins5XGtTk/t/c8E1Jarg0/HT6PIMoMc7ik8CfvQFVQzIOhwILMC/BpKBsVjrUQj1LFKEG+kaLzJ1EWTqAKdRj2yTBbmWFCy0OJBjzYCkubIfsySDDqkLHUhdGD+5iCpReEfccA+PwnvOA8+oG+OecXi9XvgCfvhCfnjkAHyRECJi+g//Bphh1qXAbDLCbDBhgdECi8UCq80Ka7INFrsVlmQLjHYztJI4vxJSbCzKkYnEQpHl818nxmNsLE6MwagShRpVJr6qUaiq+sexqaqAqk6cU1UAEwNRVYGUzGn+Uf2SCAaDore311BcXBwGAEVRsG3btoVvvPFGz549ey7pt0ePPfZYdl1d3ZDVav3cc6grVqzwvfvuuzYmDUR02a7FEoIZGctxV8Zy3IWJD20nT72LA53/Bx+e+QN+GxzEL079Ajj1CxQoArdYc3FL9m24ufQ+2JMXXfXYrpY0UwrSTCm4dZoVJJWogn7fME6OD+IT7zmcCvhwOijjdERgSDGiPWKbmKk4zwugGxb4kCrG4dAG4dBFkaETyDQYkGkyw2myw2lORY7VAZP0xfvwK4Q4/7gEXTumJAu+te1h/OLFn+PQ6Tac+/tz+LePPABT0henFmkmWo32fEIxHV8kgE/G+3Fy/Aw+9bnRFwyiP6RgUJbQGbahKWRHxDv17+UZCHUIKcKNNI0fDimMdElFhkGLDIMRWSYrnKZk5FjSkGFOu+K1FRqtBkkZKUjKmDl7jwTCcA+PwnNmDN5zHoy7PfCOe+Hz++AL+OALBzDkPYuAZwARMf0mwjpVC5PGAJPWCLPeCIvRDLPJDIvFAkuSFdYkKywpqbClJsGaar/sfUCupZlmBK6GwcFByWaznc/mnn76aUdVVdVYQUHB3DbOmPTBBx+YTp48aXj55Zd7Ozs7P/cPaHp6utzR0WGc7t6pmDQQUcIRGg3yFq9D3uJ1uB+AIofR0f0vOHD81zhwrg2/8H2CN46fguj+RyxRJay05qI8+zasLPm3X+gkYiqtRotcWxZybVlYfZE23rAPp7yncWp8BH0BD04HAxgMKRiMCIwoepwMmDEWSDpfFDrhHIBzsMKLFOFDiiaIVElBmg5w6CWk6w3IMFqQabIj05SCLIsDRolLQ17vtDot7t68Eem7GrGv4/f4nz99ERs3PYC0RfH3TPiysOhMKF1QgNIFBdNej0ajGA6cxSnvED71nUN/wIfToSAGQ1EMyxJ6IyYcCVvh+0yiHwFwGlr0wo5xLND4sUAbQaoURZpOwKHXIcNgQqbRhnSzHdnmVKQaU654gqEz6ZF2Q8as6tVCviDGY8nFOQ+87nH4vD74fBMzGP5wEJ6gF4P+swiqYajTrBwFAHpIMAo9TFojTHoDzHoTTCYzLGYzzFYzLDYrzHYrLMlWWFJssKTYvpCzW5fKYrFEw+Hw+R/4ww8/tLa0tFhfffXVdL/fr4lEIhqr1aq88MIL/dPdL8syli1bVgIA69evH8vKyoq0tbWZs7Ozb5RlWZw7d0665ZZbipubmzsBIBgMakwmU/yVMMBCaKIvhWu1T0OiiIR8+Ljjn3Hg5G9wcKwTrWoQIY2AUFUUqlqsMGdjZdYqrCj+BtKn7Eh7PZKjMk77RtDvH8GAbxSDQR8GQyGcCSs4IwNnFR3OKSaMwfqZItGpLPAiWfhh14SwQCsjRYpigU6DNJ0OaXojHEYLHEYb0o3JyLSkfiFnMa6kL0sh9MUc+90R/GLfr6CBwD3ra1DwJ6XzHdIXhjfsR79vCP2+sxgIjGMw6MdQOIyRiIoRWYOzih6jUTPcsF2Q7E/QQkYSvEjWBJCsCSNFq2CBBKTqtUjT6ZFmNCHNYEWGMQnpphQ4TAuu+gpRFxNVovCNjsN71gPvOQ+8Yx74xn3weX3w+/3wh/wIhEMIyEEElRACanja5WkBQKiAXuhgFHoYtXoYdUbkZGTh6w9WzxjHF7UQOjMzc3lPT8/HZrP5M38ozz33XOrBgwctsULozZs3Z69atcq3adOmsdn029nZqd+wYUNhrBAaAL71rW8tdLlc3ocffnh0alsWQhPRF57OYMGKsk1YUbYJABAOjePjjv+D5pMNOOzuxtv+T7HzZC9w8k1kK8BXDGm4Ke1G3LS4CgV5VdBew1VR5pukkbDQljnjLroA4A6NY8B3BqcDoxgOjuNMMIDhcAgj4SjOKcCorMWnERM+Cpsxrlqhiqm/+ZMBjAAYgREB2OCHXROEXROBXRtFsgSk6DRYoNNhgc6ABYaJDzdpxiQ4TCmw623z9uGG5mbp6puQkpWKn/98J/5p75tY09OH2+/7+pdqJ+Srxao3o1i/GMUpi+O2U6IKzgTOYcA3gtOBMQwHfTgTDuJMOIJzkSjOyhqMKjoMyBZ4QhYEfBcm6n4Afgi1F1bhQ5IIIEkTgl0jI1lSkSwBCyQJKTodUg0mpOrNSDPakGpMQpoxBVb95df9arQa2NLssKXNblW4aDSKsC8E71k3vOfG4XWPwz/uQ8Drh9/vgz8QRDAcQCAcmij49nguO8ZEVlFR4W5oaLDW1NSMx2vX3t5uqq2tHbuc92ppabE+9dRTp2dqx5kGoi+B622mYSaRiB+d3b/GoZONOHKuHX+IjOGsdmKZPnNURakw4kbbDVieWY5lBf8G6Y5lCb9CU6KRozJGAqMYCoxiKODGSMiHs6EARiJhjEYUjMoqxhQtxhQdPFEDxmGGHxf/ICLUKKzCB6sIwibCsGkiSNJGYdcCSZKAXSchRdIhWW9Ess6IFIMFCwxWpBhsSDbYodcmzjPSX/aZhhj/mBf/+6U3cNI/gKKkG3D3w/fBaL2+Z5nmiy8SwLD/LIaCYzgTHMeZoA9nw0GMRCIYi6gYVQC3ooU7qocnasQ4LOc3xpuODmHY4J8Yj5oIbBoZdm10YixKWiRLEuw6PVL0RqToTUjRW5BisCHFkIQkvTWhEsgv6kxDU1OTafv27ZlvvfXWyXjtbrvttsL9+/d3X4334UwDEX3p6XRmLCu5F8tK7sW3MFFY3T/QjD90/wofD/8BH/n7sWO8E7K3Czj+T0hTVJRKNpQmLcaSjBVYuuhryMgoYyIRh6SRkGlxINMSfxWXqcJKBCOBcxgJujES9OBs2I+zoQBGI2GMyTLcERVuBfAoGniiOgwoenhVI3wwT/OohgLAPfnqgwFBWBCARYRhEWFYNQqs2iisWhVWrYBNq4FNkmCTdEjS6WGTDLDrTbDpTLDrLUjSW2DX2xIq+Uh05mQrvrnt23jn9V+h6eRhvPTjF/DnG+9DRkH2fId23bHoTHELuafjDfswHDiHkaAHI8FxnAsHcDYcgDsiY1SW4ZYBtyLgUbQYUow4HjHACxOCmC4xDE2+RqCBAhMCsCAIiyYCq4jAolFg00Zh1QhYJQGbVoskSYJVp0OSZIBdZ4RNZ0SS3jw5Fq2w6SwJlXxcay6XK9DS0uKRZRmxzd2mczkJAwAMDw/rnn766WlrIy7EmQaiLwHONMxdKOjGseO/xtHe/Wgf7cDR4Ah6NFGokxsHJUdVFGtMKDI7UbRgCYqyb0X+orUwzOMGbNeraDQKd3gc50IenA16MBb2YywcwFgkiLFIGB5ZwbiswKMA4wrgi2rhjUrwqTr4VQP8MCKM2RVz6xCe/FgUhkkTgVnIMAkFJk0UFo2K7WVrkG6Ov0/D9TLTMFX7u0fw9ru/RlSN4k9vXoub77ptvkOiqySsRHAuOIazITdGQz6MxsZjOASPIsMTkeFRVIzLgDcq4I1q4VN18EX18MMAP0zT1mtcSKhRGEUIJoRgFGGYReT8WDRrorjRqsMPll+4M840/XxBZxoSAWcaiIgAGIx23LRsI25atvH8Ob93GF0nG3Gs//foGO1ER/AMdntPIOTvAfr2QPOhioVRgTwpCQVWJ/IWLMHijJuwaKELFuv1sYrMfNBoNEgx2pFitCP/EnO2kByGO+yBO+TDWMQHT9gPdziAcTmMcTkCryzDqyjwKgr8CuBTAF9UIKhq4I1KOKNICKg6xNaJp88qWXMTMvKz8b93/By/OvRb9JzoQfW37+XjSl9Ceq1uzrOMU0WjUfjlAM6FPPCEJ8diJABPJIhxOQxvJAKvImNcUeCTVfijgC8K+KMaBKITxeJ9sgSDL+6j/nQVMGkgIppktqbjphsfwE03PnD+nCKH0dv3e3T1vo/ukaM44e3DiYgb73uOQR7vAE69BTQD6YqKRRojco2pyLXmIHdBEXLTy5DtvBlmc9r8/VAEADBIeqRLaUjnf4urJnWhA//hP21Gw2tv40DvRzj94+dxd83dWLg8b75DowSi0Whg1VvmdSNKujRMGoiI4tBKeixatBqLFq1G1ZTzkZAPn/Z9gE8GD+Hk2WM46e3FJ6ExvBPox2hoADjbDHT/IwAgVVGRI/TI1ich2+SA07YQzpQCZKWVIDN9OUzmBfPzwxFdYVqdFnd8+24sfj8fv3xnD17959fx1T+sxNoH7oBW4upYRF9kTBqIiC6BzmBBfv7XkZ//9c9dc7s/RW//AfSeOYo+dw/6fKfRGxpFa+gsfhMZgTLeAQw0nm+fElWRCQkZWjMy9HZkmB3IsObAYc9FenI+HGlLYLNlszCbvjCW3F6G7KWL8Pb/ehP7Tx7E8ad7cPef34P0Aud8h0ZEl4hJAxHRFWa358Juz8Uy3Pu5a3IkiDNnjqJvuBWDoz0YHP8Up/3DOB0aw4Diwx8CHrhDfcDoH4DeP95njKpIVQUcGh3StGak6mxINaYg1eRAqjULC2w5SElaiAUpeUwwKCHY0uzY+NhDOPzrD9Bw6F289Po/4PbiVbjt31Zy1oFoBl6vV6xdu7bo97//fWds9aRz585plixZsmz9+vVjsc3dZvLqq6+m/MVf/EXe7373u2MVFRX+gYEB6c///M8Xv//++3NedYlJAxHRNSTpjMhyrkSWc+VF2wT85zB85ijOjJ7AGfcnGPYOYNg/hLNhD0ZkLz6JeNAij00kF+5p3kNVkRIFkoUWKUKHFMmMZMkCuyEJyYZkJJvSYDenIcmSAbvViSSrE0n2HOh0l7+hE9FUGo0GN991G/K+Uoy3/+mfsa/r9zj6VAf+rPbPkF26aL7DI0pY9fX1adXV1aNTl1vdtm1b9qpVq2ZdAT46Oqp5/vnn05cvX+6LnXM6nXJGRkakoaHBUlVV5Yt3/4WYNBARJRiTeQFuuOF23HDD7XHbRSJ+jJ7rwdmxEzjr/hSjvkGc85/BueBZjIU9GI34MRYNojM8irHIOXiCQHRySdlp3zeqwqYCSUKLJCHBqtHDpjXCKplgk8yw6m2w6ZNgMdhhMdphMabAYlwAiykVFnMazBYHTMYFnOWgz1mQ48C3vvcwDu/5PX578Hf4h92voTznRnxt47+BwWKc7/CILuqdHccWnuv3XtHfqCzItvq/tmlpb7w2u3fvTt25c2dP7Pj99983nzlzRldVVeU+ePDgrKrIt23blr1t27bBn/zkJ59Z3q+mpmZsx44dqUwaiIiuEzqdGekZy5CesWxW7aOKjPHxPoy5e+HxDsLtG4Tbfwbu4Fl4Qm54wuMYj/jgUQLwKiGcUQLokb0YD6vwCUCOk3DECFWFWQVMKmCGgEloYBJamIQEk0YHk0YPo0YHo9YAo9YAg9YAo2SEQTLCKJlgkMwwSCbodUboJTP0kgl6nQk6nRl6nQU6yQidzgydzgxJa4BOZ4GkNUDSmZisJDiNRoObN7hQ/CfL8OvXf4Hm/o/Qvr0LlbeuxfKvl1/XG3kRTRUMBkVvb6+huLg4DACKomDbtm0L33jjjZ49e/YkzaaPpqYmU39/v/7+++93X5g0uFwu39/+7d/OucCISQMR0XVCo5VgT14Ee/KiOd+rRqMIBsfg9Z6G138G/sBZeANn4Q2Owh/ywBfywB/xwSf74JcDCMhB+JUQAtEIAmoEvqiMkWgIATWKEFQEBRCYZSIyW1pVhaQCWky8JAAaFdBg4qWFgAaAmDwWEIi9u5jyOv8zX/ACgP9V/SZS04quWMzXI1uaHfdtfRDdH7Rh729/g7d+vxcHDx/CnbV3IWvJwvkOj+gzZpoRuBoGBwclm80mx46ffvppR1VV1VhBQUFkNvcrioKtW7fmvv766yenu+50OuXh4WH9XONi0kBERDMSGg1M5gUwmRfg0rZ0mp4cCSIUGkMo7EUo6EYwPI5wxIdw2I9QxIdwxIeIEkJYDk68lCBkJQI5GkEkGkZEiUBRZciKDFmVIUdlKGoUihqd+B5RqKoKRY0iiiiiqoooVKixr5PpgKoC02/cJiDEHxMMScdHaa6Uwq8uQ175UjT98zvY39GMl37+CpalFaDy3jtgz+QyxHT9slgs0XA4fH7q7cMPP7S2tLRYX3311XS/36+JRCIaq9WqvPDCC/3T3T82Nqbt7u42rlu3rhgARkZGdPfcc0/Bm2++ebyiosLv9/uFwWCIzjUuJg1ERDRvJJ0Rki4T3Obp+qTVaVFxXxVuGi7HO7v/FR+d6cKx//E8VubeiDX3fh2mJP7NoOuPw+FQFEURfr9fmM1m9Ze//OX5GYPnnnsu9eDBg5ZYwrB58+bsVatW+TZt2jQWa5OamqqMjo62xo5vueWW4meeeaa3oqLCDwBtbW3GoqKiwFzj4gOERERENK+S0lNQ+1f34z9+8z9gkc2JA71H8OyPf4p3dvwawfE5f7Yh+sKrqKhwNzQ0WGdq197ebnI6nbN6bCmmsbHRtn79+mnW3ouPMw1ERESUENILnPh3j/97fHK4C/+34R2839OClr8/gpvzynBb7ddgtJnmO0Sia6Kurm54+/btmTU1NZ9ZYvW73/3uWQBnY8eRSERUVlbGXQWpubm5c+rxnj17kvfu3Xt8rjExaSAiIqKEsmhFEf5iRRF6Dnbg3d/uw/6eg2j5+yMoyy6B6641rHmgLz2XyxVoaWnxyLKMqXs1XGj//v1z2qRtYGBAqqurG3I4HMpcY7qspEEIsR3AXQDCAE4AeEhV1bHL6ZOIiIgIAPJuXoK8m5eg52Anmva9h+a+j3Dwf3yMpQvy4KqqgHPpDfMdItFVs2XLlrMzt5obp9Mpf/Ob3xy7lHsvd6ahEcD3VVWVhRBPA/g+gCcus08iIiKi8/JuLkbezcUYOt6P/Xt/h/aR4zi66wSy9WlYedNKLK+8GZJeN99hEn2pXVbSoKpqw5TDDwHcc3nhEBEREU0voyAb33h0I6rOuNG8dz+OnGzDL5t/g982v4tl2cVYuXYVMgqy5ztMoi+lK1nT8BcAdl3B/oiIiIg+x+aw42ub7sQaeT2OvXcELS0taOn7CM3/+BGydKlYvmQZyr5WDnPyjIvPENEszZg0CCF+CyBzmks/UFX17ck2PwAgA/inOP08DOBhAMjNzb2kYInoyuB4JEoMHIuXRytpsWzdSixbtxKj/SM49M6HaPvkGH7z8e/Q+NF7WGRxorS0FKWrvwKjlSsvEV2OGfdpUFW1UlXVZdO8YgnDtwBsAPCAqqrTbacZ6+clVVVvVlX1ZofjSu4nSkRzxfFIlBg4Fq+clOw0VG7agO/+P9uwacP9KMsoxqB/BP/S0oBntm/Hju3/Ewfeeg/jI3Nenp7omvN6vaK8vLxYlmUAQHd3t97lchXm5eWV5ufnl3Z2durj3R8IBMSdd96Zl5ubu2z58uVLYu0HBgak22+/vfBSYrrc1ZPWY6LwebWqqv7L6YuIiIjocmk0mvOF04qsoKf5GD4+/BFOjJxCz5F+/Osf9iHLkIr8nMUoXlECZ8kN0Gi41y0llvr6+rTq6urR2HKrDzzwwOLvf//7p2traz1ut1sz09/ZZ599Ns1ut8uffvpp20svvZTy2GOP5fz617/ucTqdckZGRqShocFSVVUVd3+HC11uTcP/B8AAoFEIAQAfqqr6yGX2SURERHTZtJIWhV9dhsKvLkM0GkVv6wkcPfgxTpz+BO/3tOD9nhaYYcANdicWLV6MgpVLkbqQMz70R7/5Hz9dONJ7ynwl+0xbeIP/T//jlt54bXbv3p26c+fOHgA4dOiQUVEU1NbWegDAbrdHZ3qPX/3qV8k/+tGPBgDgoYceGn3iiSdyo9EoNBoNampqxnbs2JF6TZMGVVULLud+IiIiomtBo9Hghq8U4oavTDyZMTYwgo4DbTjRcwI97j4cO3ISOPJ/kSTMyEnOQm7uQixaVoD0fCdnIuiaCgaDore311BcXBwGgPb2dmNSUpJSVVWV39vba6ioqPA8//zzffE2fRsaGtIvXrw4DAA6nQ5Wq1UZGhqSsrKyZJfL5fvbv/1b51zj4o7QREREdN1JdqbhT2rX4E+wBlEliv72T3Di4y6c6vsUJ0ZPoX30BND6LgzQIdOUBqcjA9mLcpG7bDGS0lPmO3y6RmaaEbgaBgcHJZvNJseOZVkWBw8etB44cKC9sLAwvGHDhvz6+vq0rVu3jlysj+nKjIUQKjCxwdvw8HDcmojpMGkgIiKi65pGq8HCG/Ow8MY8AEBUiWKoux+fHD2OT3t7MegZxqlTp4FPjwDvARYY4TClIH2BA5nZWcjKz4FjcSY3mKMrwmKxRMPh8Pnprdzc3PDSpUsDJSUlYQCorq4e/fDDD+OuJ5yZmRk+efKkPj8/PxKJROD1erXp6ekKAPj9fmEwGGZ8xOlCTBqIiIiIptBoNchashBZSxbi1slzAY8PfW0n0dvzKQaHh3DGew6n+gah9n8ENAMaVcCutSLVnIzU5AVITU9Dek4GHIsyYVmQNK8/D32xOBwORVEU4ff7hdlsVlevXu1zu93agYEByel0yvv27UtauXKlDwA2b96cvWrVKt+mTZvGpvZx5513jr3yyiuplZWVvldffTXl1ltvHY89ZtfW1mYsKioKzDUuJg1EREREMzAlWc4XVcdEAmGc7urF4Cf9GB4cxoj7LIZ9Z3FivBdqH4DDE+0MkJCktcBussFutSM5JRn2BclIyUhFsjMVlgU21k3QZ1RUVLgbGhqsNTU145Ik4amnnupbs2ZNEQDceOON/tijSe3t7aba2tqxC++vq6sb+cY3vrE4Nzd3md1uV3bt2nUidq2xsdG2fv36Oa89zKSBiIiI6BLoTHrkluUjtyz/M+cjwTBGTg3hzKeDGBk6g7GxMYx53TjjG0XPeD+ig5993lyramDWGGCRTLAazDAbzbCYLbDarLAmWWGxW2G2W2FdkARzipWPQV0H6urqhrdv355ZU1MzDgC1tbWe2tra9gvbRSIRUVlZ+blVkMxms7p3796e6fres2dP8t69e4/PNSYmDURERERXkM6oR1bxQmQVL/zctagSxfiZMYwOnMXYmXMYOzuK8XEvvD4vvEEfRvxjCHiHEELkov1LqhYGoYNBo4NBq4de0kEv6WHQ6aHX6aHT66HX6aA36KHT6yZeOj10Bh0knQSNToJOr4NWp4VW0kIrTZzTarXQaAWERnP+qxACEIAQGkAAUAE1Gp0otJ38XlEUqFF14ntZQVSeOBeVFchhGVFFgRyRIUcUyJEIlIg8eSxPHMsyIhEZshyZ/CpDVmRE5MjE18mXHJURURXIURlOWzo2bvuLq/hfcX65XK5AS0uLR5ZlxFslaf/+/d1z6XdgYECqq6sbcjgcylxjYtJAREREdI1otBrYMxfAnrkgbjs5FMH4iBvjI2743V74xn3wjXsRDAQRCAYQDIUQDAcRliPwhwMYC44jrEYmPlSLOX8eTBgaVUALLSShgU5IkIQWkkYLSSPBrDdBp9VBJ+mQmZ4x36FedVu2bDl7pft0Op3yN7/5zbFLuZdJAxEREVGCkQw6pGSnISU7bc73RpUowoEQQt4AIsEwIsEIIqEwIsEQIhEF0Uhk4rf+cgRRZXJWQIlCUaJQ1SjUaBRRVZ2cTVChAhOzCqoKoREQACAExAUvjUYDrVY7MVOh0UzOYky+tFpIOglavQRJp4OklyAZdNAZ9Oe/6kx6aCXtFf6TpCuFSQMRERHRl4hGq4HRaoLRaprvUOhLhKX6REREREQUF5MGIiIiIiKKi0kDEREREVEC8Xq9ory8vFiWZQBAd3e33uVyFebl5ZXm5+eXdnZ26mfb1/j4uGbNmjUFixcvLi0oKCj9y7/8y+zYtSeffNLx7LPPps6mHyYNREREREQJpL6+Pq26uno0ttzqAw88sPjxxx8f6unpOXr48OFjTqdTnkt/27ZtGzp58uTRtra29gMHDlh3796dBACPPvro2RdffHFWS1GxEJqIiIiIaBrn3uxaGBn0ma9kn7pMi3/BPUW98drs3r07defOnT0AcOjQIaOiKKitrfUAgN1uj87l/Ww2W/Suu+4aBwCj0aguX77c39vbq49dy8nJCe3bt8+8du1af7x+5iVpOHTo0IgQ4tQMzdIAjFyLeC4BY7s0jG3uZhvXDZf6BhyPV1WixpaocQFfjtguaTzOcizOJY5rLVHjAhjbpfoyxHbJ/3+cL8FgUPT29hqKi4vDANDe3m5MSkpSqqqq8nt7ew0VFRWe559/vi/epm8XMzIyom1sbEz+3ve+NxQ7t2LFCt+7775rS8ikQVVVx0xthBAHVVW9+VrEM1eM7dIwtrm7FnFxPF49iRpbosYFXN+xzWYsXos4LlWixgUwtkvF2ICZZgSuhsHBQclms51//EiWZXHw4EHrgQMH2gsLC8MbNmzIr6+vT9u6deucErpIJIK777477+GHHx4qKSkJx86np6fLHR0dxpnuZ00DEREREVGCsFgs0XA4fP4zem5ubnjp0qWBkpKSsE6nQ3V19ejhw4cv+siULMtYsmRJyZIlS0q2bNnijJ3fuHHjory8vOAPf/jD4antg8GgxmQyzfjIE2saiIiIiIgShMPhUBRFEX6/X5jNZnX16tU+t9utHRgYkJxOp7xv376klStX+gBg8+bN2atWrfJt2rRpLHa/JEno6Ohon9rnd7/7XafH49Hu3Lnzkwvfr6ury+ByubwzxZXIMw0vzXcAcTC2S8PY5i5R4kqUOKbD2OYuUeMCGNtsJEocF0rUuADGdqkY2zypqKhwNzQ0WIGJJOCpp57qW7NmTVFRUVGJqqqIPZrU3t5ucjqdkXh9nThxQldfX5/V3d1tLC0tLVmyZEnJj3/847TY9ZaWFmusUDoeoarq5f5cRERERERfCq2trZ+UlZXNawF4U1OTafv27ZlvvfXWyXjtbrvttsL9+/d3X433aW1tTSsrK1sUO+bjSURERERECcTlcgVaWlo8siwj3ipJl5MwAMDw8LDu6aef7p9N24R8PEkIsV4I0SmEOC6E+Ot5juUVIcSwEKJtyrkFQohGIUT35NeUeYhroRBinxDimBDiqBCiLoFiMwohmoUQrZOx/ZdEiW1KjFohxB+EEL9KpNiEEJ8IIT4WQhwRQhyc79g4FmcdG8fjpcfHsTj7mDgeZxdbQo7HRB+Lk7FwPCaQLVu2nL2UZVXnora21hNb2nUmCZc0CCG0AJ4HcAeAEgD3CyFK5jGk/wVg/QXn/hrAO6qqFgJ4Z/L4WpMBbFNVdSmAPwGwefLPKRFiCwFYp6pqGYCbAKwXQvxJgsQWUwfg2JTjRIptraqqN01ZSm5eYuNYnBOOx0vHsTgLHI9zkqjjMdHHIsDxSHEkXNIA4BYAx1VV7VFVNQxgJ4A/m69gVFV9D8C5C07/GYDXJr9/DUDNtYwJAFRVPa2q6uHJ78cxMcizEyQ2VVXVWBW+bvKlJkJsACCEyAFwJ4B/mHI6IWK7iPmKjWNxljgeLw3H4pxwPM5Soo7HRB6LAMcjzSwRk4ZsAFM30uibPJdIMlRVPQ1M/OMEIH0+gxFCLALwFQAHkCCxTU5xHgEwDKBRVdWEiQ3ATwH8JwBT1yROlNhUAA1CiENCiIfnOTaOxUvA8TgnPwXH4mxxPF6CRBuPCTwWAY5HmkEiFkKLac5xiaeLEEJYAfwzgC2qqnqEmO6P79pTVVUBcJMQIhnAL4QQy+Y5JACAEGIDgGFVVQ8JIdbMczjTcamqOiCESAfQKITomMdYOBbniONx9jgW54zjcY4ScTwm4lgEOB5pdhJxpqEPwMIpxzkABuYplosZEkJkAcDk1+EZ2l8VQggdJv5B/CdVVf9PIsUWo6rqGIB3MfHsayLE5gJQLYT4BBPT++uEEP+YILFBVdWBya/DAH6BiUcS5is2jsU54HicM47FueF4nINEH48JNhYBjseE4/V6RXl5ebEsywCA7u5uvcvlKszLyyvNz88v7ezs1Me7/0c/+lFGfn5+aVFRUcmtt95a1NXVpQeAgYEB6fbbby+8lJgSMWloAVAohFgshNADuA/AL+c5pgv9EsC3Jr//FoC3r3UAYuJXJi8DOKaq6o8TLDbH5G9RIIQwAagE0JEIsamq+n1VVXNUVV2Eib9b/1dV1X+XCLEJISxCCFvsewBVANrmMTaOxVnieJw7jsU543icpUQdj4k6FgGOx0RUX1+fVl1dPRpbPemBBx5Y/Pjjjw/19PQcPXz48DGn0ynHu3/lypX+I0eOHOvq6mqvqakZ3bp1aw4AOJ1OOSMjI9LQ0GCZa0wJ93iSqqqyEOKvAPwGgBbAK6qqHp2veIQQPwewBkCaEKIPwP8L4CkAu4UQ/x7ApwDunYfQXAC+CeDjyecjAeA/J0hsWQBem1ztQwNgt6qqvxJC/D4BYruYRPhzy8DEdDUwMTbfUFX1X4UQLfMRG8finHA8XjmJ8GeWUGMR4Hico0Qdj1+0sQjM/58ZMM/j8a233lo4PDxsvpJ9pqen+2tqanrjtdm9e3fqzp07ewDg0KFDRkVRUFtb6wEAu90ejXcvAEzd4fm2227z7tq1KzV2XFNTM7Zjx47Uqqoq31zi5o7QRERERESTpu4IPR9JQzAYFDk5OctHRkZaAeD1119PfuWVV9J0Op3a29trqKio8Dz//PN9s93DYdOmTbmZmZmRv/u7vzsNACdPntT96Z/+aWFXV1d7vPu4IzQRERER0SzMNCNwNQwODko2m+3840eyLIuDBw9aDxw40F5YWBjesGFDfn19fdrWrVtHZurrhRdeWNDa2mr+2c9+1hk753Q65eHh4bg1EdNh0kBERERElCAsFks0HA6frzvOzc0NL126NFBSUhIGgOrq6tEPP/zQOlM/b731lu2ZZ57Jev/99ztNJtP5R4v8fr8wGAwzPuJ0oUQshCYiIiIiui45HA5FURTh9/sFAKxevdrndru1AwMDEgDs27cvqaSkJAAAmzdvzt6xY0fyhX00NTWZHn300Rvefvvt49nZ2Z8pmm5razMWFRUF5hoXkwYiIiIiogRSUVHhbmhosAKAJEl46qmn+tasWVNUVFRUoqoqYo8mtbe3m5xOZ+TC+7/3ve8t9Pv92nvvvTd/yZIlJevWrSuIXWtsbLStX7/ePdeYWAhNRERERDRpaiH0fGlqajJt374986233joZr91tt91WuH///u659H3zzTcX792797jD4VDitbuwEJozDdc5IYQihDgy5fXXk+c/EUKkzXd8RNcLjkWixMHxSPPN5XIF1qxZ44lt7nYxc00YBgYGpLq6uqGZEobpsBCaAqqq3jTfQRARxyJRAuF4pHm3ZcuWs1e6T6fTKX/zm98cu5R7OdNAcQkhTEKIfxVC/IfJXRlfEUK0CCH+IIT4s/mOj+h6wbFIlDg4Hul6xKSBTBdMwf75lGtWAP+Cid0X/yeAH2Bia/lyAGsBbJ/c0p2ILh/HIlHi4HgkugAfT6J4U7BvA/g7VVX/afK4CkC1EOLxyWMjgFwAx65uiETXBY5FosTB8Uh0ASYNFE8TgDuEEG+oE8tsCQDfUFW1c4b7iOjK4lgkShwcj3Rd4uNJFM8PAZwF8MLk8W8APCqEEAAghPjKfAVGdJ3hWCRKHByPdNV5vV5RXl5eHFs9qbu7W+9yuQrz8vJK8/PzSzs7O/WX0u+6desKCgsLS2PHTz75pOPZZ59Nnc29TBrowuc2n7rg+hYARiHE3wH4rwB0AD4SQrRNHhPRlcGxSJQ4OB5pXtXX16dVV1ePStLEQ0EPPPDA4scff3yop6fn6OHDh485nc74a7FO47XXXku2WCyfWWr10UcfPfviiy9mzOZ+Pp50nVNVVXuR84umHD405fvvXNWAiK5THItEiYPjkWLajz2x0OftMl/JPi3WIn/J0qd747XZvXt36s6dO3sA4NChQ0ZFUVBbW+sBALvdHp3re7rdbs1zzz2X8dJLL52677778mPnbTZbNCcnJ7Rv3z7z2rVr/fH64EwDEREREVGCCAaDore311BcXBwGgPb2dmNSUpJSVVWVv3Tp0pLvfOc7OTNt+nahxx57LLuurm7IarV+LuFYsWKF791337XN1AdnGoiIiIiIpjHTjMDVMDg4KNlstvNZgSzL4uDBg9YDBw60FxYWhjds2JBfX1+ftnXr1pHZ9PfBBx+YTp48aXj55Zd7p6uFSE9Plzs6Oowz9cOkgYiIiIgoQVgslmg4HD7/NFBubm546dKlgZKSkjAAVFdXj3744YfWi90vyzKWLVtWAgDr168fy8rKirS1tZmzs7NvlGVZnDt3TrrllluKm5ubOwEgGAxqTCbTjI88MWkgIiIiIkoQDodDURRF+P1+YTab1dWrV/vcbrd2YGBAcjqd8r59+5JWrlzpA4DNmzdnr1q1yrdp06ax2P2SJKGjo6N9ap9PPPHEGQDo7OzUb9iwoTCWMABAV1eXweVyeWeKizUNREREREQJpKKiwt3Q0GAFJpKAp556qm/NmjVFRUVFJaqqIvZoUnt7u8npdEYu571aWlqsd9111/hM7TjTQERERESUQOrq6oa3b9+eWVNTMw4AtbW1ntra2vYL20UiEVFZWembbb/FxcXh7u7uo7HjpqYmU1FRUTArK2vGymomDURERERECcTlcgVaWlo8siwjtlfDdPbv3999Oe8zPDyse/rpp/tn05ZJAxERERFRgtmyZcvZq/0esb0fZoM1DUREREREFBeTBiIiIiIiiotJAxERERERxcWkgYiIiIiI4mLSQERERESUQLxerygvLy+W5YmVULu7u/Uul6swLy+vND8/v7Szs1M/m35effXVFCHEyvfee88MAAMDA9Ltt99eeCkxMWkgIiIiIkog9fX1adXV1aOx5VYfeOCBxY8//vhQT0/P0cOHDx9zOp0z7qswOjqqef7559OXL19+fh8Hp9MpZ2RkRBoaGixzjYlLrhIRERERTWPLsU8XdviC5ivZ5xKL0f/Tpbm98drs3r07defOnT0AcOjQIaOiKOeXR7Xb7dHZvM+2bduyt23bNviTn/wkc+r5mpqasR07dqRWVVXNelM4gDMNREREREQJIxgMit7eXkNxcXEYANrb241JSUlKVVVV/tKlS0u+853v5MQeW7qYpqYmU39/v/7+++93X3jN5XL5mpubrXONizMNRERERETTmGlG4GoYHByUbDbb+axAlmVx8OBB64EDB9oLCwvDGzZsyK+vr0/bunXryHT3K4qCrVu35r7++usnp7vudDrl4eHhWdVETMWZBiIiIiKiBGGxWKLhcPj8Z/Tc3Nzw0qVLAyUlJWGdTofq6urRw4cPX/SRqbGxMW13d7dx3bp1xdnZ2Te2trZa7rnnnoJYMbTf7xcGg2FWjzhNxaSBiIiIiChBOBwORVEU4ff7BQCsXr3a53a7tQMDAxIA7Nu3L6mkpCQAAJs3b87esWNH8tT7U1NTldHR0db+/v6P+/v7Py4rK/O9+eabxysqKvwA0NbWZiwqKgrMNS4mDURERERECaSiosLd0NBgBQBJkvDUU0/1rVmzpqioqKhEVVXEHk1qb283OZ3OyFz6bmxstK1fv/5ztQ4zYU0DEREREVECqaurG96+fXtmTU3NOADU1tZ6amtr2y9sF4lERGVlZdxVkJqbmzunHu/Zsyd57969x+caE5MGIiIiIqIE4nK5Ai0tLR5ZlhHbq2E6+/fv755LvwMDA1JdXd2Qw+FQ5hqTUFV1rvcQEREREX0ptba2flJWVjbtykTXk9bW1rSysrJFsWPWNBARERERUVxMGoiIiIiIKC4mDUREREREFBeTBiIiIiIiiotJAxERERFRAvF6vaK8vLxYlmUAwCOPPJJTUFBQmpeXV/rggw8ujEbjb+gcCATEnXfemZebm7ts+fLlSzo7O/XAxOpJt99+e+GlxMSkgYiIiIgogdTX16dVV1ePSpKExsZGS3Nzs7Wjo+NoV1fX0SNHjlj27Nlji3f/s88+m2a32+VPP/207a/+6q+GHnvssRwAcDqdckZGRqShocEy15i4TwMRERER0TS+92brwq7BcfOV7LMo0+bffk9Zb7w2u3fvTt25c2cPAAghEAqFRDAYFKqqClmWxUy7QP/qV79K/tGPfjQAAA899NDoE088kRuNRqHRaFBTUzO2Y8eO1Kqqqribwl2IMw1ERERERAkiGAyK3t5eQ3FxcRgAKisrfS6XazwrK6vM6XQuX7t2rWfFihXBeH0MDQ3pFy9eHAYAnU4Hq9WqDA0NSQDgcrl8zc3N1rnGxZkGIiIiIqJpzDQjcDUMDg5KNptNjh23tbUZurq6jH19fR8BwOrVq4v27t1rveOOO7wX62O6zZuFECow8YjS8PCwfq5xcaaBiIiIiChBWCyWaDgcPv8ZfdeuXcnl5eU+u90etdvt0crKSndTU1PcmoTMzMzwyZMn9QAQiUTg9Xq16enpCgD4/X5hMBjiV1JPg0kDEREREVGCcDgciqIowu/3CwDIzc0NNzU12SKRCEKhkGhqarKVlJQEAWDz5s3ZO3bsSL6wjzvvvHPslVdeSQWAV199NeXWW28d12gmPva3tbUZi4qKAnONi0kDEREREVECqaiocDc0NFiBiULmRYsWhYqLi0tLSkpKSktL/Rs3bnQDQHt7u2m6oui6urqR0dFRKTc3d1l9fX3mM8880xe71tjYaFu/fr17rjGxpoGIiIiIKIHU1dUNb9++PbOmpmZckiS88cYbp6ZrF4lERGVl5edWQTKbzerevXt7prtnz549yXv37j0+15iYNBARERERJRCXyxVoaWnxyLIMSbr4x/X9+/d3z6XfgYEBqa6ubsjhcChzjUlMV11NRERERHQ9am1t/aSsrGxkvuOYb62trWllZWWLYsesaSAiIiIioriYNBARERERUVxMGoiIiIiIKC4mDUREREREFBeTBiIiIiKiBOL1ekV5eXmxLMsAgEceeSSnoKCgNC8vr/TBBx9cGI3OfkPn8fFxzZo1awoWL15cWlBQUPqXf/mX2bFrTz75pOPZZ59NnU0/TBqIiIiIiBJIfX19WnV19agkSWhsbLQ0NzdbOzo6jnZ1dR09cuSIZc+ePba59Ldt27ahkydPHm1ra2s/cOCAdffu3UkA8Oijj5598cUXM2bTB/dpICIiIiKazlubF2K43XxF+0wv8aPm+d54TXbv3p26c+fOHgAQQiAUColgMChUVRWyLIvpdoG+GJvNFr3rrrvGAcBoNKrLly/39/b26mPXcnJyQvv27TOvXbvWH68fzjQQERERESWIYDAoent7DcXFxWEAqKys9LlcrvGsrKwyp9O5fO3atZ4VK1YEL6XvkZERbWNjY/Idd9zhiZ1bsWKF7913351x5oIzDURERERE05lhRuBqGBwclGw2mxw7bmtrM3R1dRn7+vo+AoDVq1cX7d2713rHHXd459JvJBLB3Xffnffwww8PlZSUhGPn09PT5Y6ODuNM93OmgYiIiIgoQVgslmg4HD7/GX3Xrl3J5eXlPrvdHrXb7dHKykp3U1OT5WL3y7KMJUuWlCxZsqRky5Ytztj5jRs3LsrLywv+8Ic/HJ7aPhgMakwm04yV1UwaiIiIiIgShMPhUBRFEX6/XwBAbm5uuKmpyRaJRBAKhURTU5OtpKQkCACbN2/O3rFjR/LU+yVJQkdHR3tHR0f7T3/60wEA+O53v+v0eDzal19++XMzJ11dXYZly5YFZoqLSQMRERERUQKpqKhwNzQ0WAHgoYceGl20aFGouLi4tKSkpKS0tNS/ceNGNwC0t7ebZiqKPnHihK6+vj6ru7vbWFpaWrJkyZKSH//4x2mx6y0tLdZYoXQ8rGkgIiIiIkogdXV1w9u3b8+sqakZlyQJb7zxxqnp2kUiEVFZWemL11d+fn5EVdVD011ramoyFRUVBbOysuTprk/FpIGIiIiIKIG4XK5AS0uLR5ZlSNLFP67v37+/+3LeZ3h4WPf000/3z6YtkwYiIiIiogSzZcuWs1f7PWpraz0zt5rAmgYiIiIiIoqLSQMREREREcXFpIGIiIiIiOJi0kBERERERHExaSAiIiIiSiBer1eUl5cXy/LESqiPPPJITkFBQWleXl7pgw8+uDAajb+B849+9KOM/Pz80qKiopJbb721qKurSw8AAwMD0u233154KTExaSAiIiIiSiD19fVp1dXVo5IkobGx0dLc3Gzt6Og42tXVdfTIkSOWPXv22OLdv3LlSv+RI0eOdXV1tdfU1Ixu3bo1BwCcTqeckZERaWhosMw1Ji65SkREREQ0jb9p+puFx0ePm69knwUpBf7/6vqvvfHa7N69O3Xnzp09ACCEQCgUEsFgUKiqKmRZFjPtAj11h+fbbrvNu2vXrtTYcU1NzdiOHTtSq6qq4m4KdyHONBARERERJYhgMCh6e3sNxcXFYQCorKz0uVyu8aysrDKn07l87dq1nhUrVgRn29/PfvYzR2VlpTt27HK5fM3Nzda5xsWZBiIiIiKiacw0I3A1DA4OSjabTY4dt7W1Gbq6uox9fX0fAcDq1auL9u7da73jjju8M/X1wgsvLGhtbTX/7Gc/64ydczqd8vDwsH6ucXGmgYiIiIgoQVgslmg4HD7/GX3Xrl3J5eXlPrvdHrXb7dHKykp3U1PTjDUJb731lu2ZZ57J2rNnz3GTyaTGzvv9fmEwGOJXUk+DSQMRERERUYJwOByKoijC7/cLAMjNzQ03NTXZIpEIQqGQaGpqspWUlAQBYPPmzdk7duxIvrCPpqYm06OPPnrD22+/fTw7O1ueeq2trc1YVFQUmGtcTBqIiIiIiBJIRUWFu6GhwQoADz300OiiRYtCxcXFpSUlJSWlpaX+jRs3ugGgvb3dNF1R9Pe+972Ffr9fe++99+YvWbKkZN26dQWxa42Njbb169e7L7xnJqxpICIiIiJKIHV1dcPbt2/PrKmpGZckCW+88cap6dpFIhFRWVn5uVWQPvjgg66L9b1nz57kvXv3Hp9rTEwaiIiIiIgSiMvlCrS0tHhkWYYkXfzj+v79+7vn0u/AwIBUV1c35HA4lLnGJFRVnbkVEREREdF1oLW19ZOysrKR+Y5jvrW2tqaVlZUtih2zpoGIiIiIiOJi0kBERERERHExaSAiIiIioriYNBARERERUVxMGoiIiIiIEojX6xXl5eXFsjyxL9sjjzySU1BQUJqXl1f64IMPLoxG57yhMwBg3bp1BYWFhaWx4yeffNLx7LPPps7mXiYNREREREQJpL6+Pq26unpUkiQ0NjZampubrR0dHUe7urqOHjlyxLJnzx7bXPt87bXXki0Wy2eWWn300UfPvvjiixmzuZ/7NBARERERTWPgP/9gYai723wl+zQUFvqdT/633nhtdu/enbpz584eABBCIBQKiWAwKFRVFbIsi+l2gY7H7XZrnnvuuYyXXnrp1H333ZcfO2+z2aI5OTmhffv2mdeuXeuP1wdnGoiIiIiIEkQwGBS9vb2G4uLiMABUVlb6XC7XeFZWVpnT6Vy+du1az4oVK4Jz6fOxxx7LrqurG7JarZ97rmnFihW+d999d8aZC840EBERERFNY6YZgathcHBQstlscuy4ra3N0NXVZezr6/sIAFavXl20d+9e6x133OGdTX8ffPCB6eTJk4aXX365t7OzU3/h9fT0dLmjo8M4Uz9MGoiIiIiIEoTFYomGw+HzTwPt2rUruby83Ge326MAUFlZ6W5qarJcLGmQZRnLli0rAYD169ePZWVlRdra2szZ2dk3yrIszp07J91yyy3Fzc3NnQAQDAY1JpNpxspqJg1ERERERAnC4XAoiqIIv98vzGazmpubG3711VcdkUjkdDQaFU1NTbZHH310CAA2b96cvWrVKt+mTZvGYvdLkoSOjo72qX0+8cQTZwCgs7NTv2HDhsJYwgAAXV1dBpfLNeOsBWsaiIiIiIgSSEVFhbuhocEKAA899NDookWLQsXFxaUlJSUlpaWl/o0bN7oBoL293TTXougLtbS0WO+6667xmdpxpoGIiIiIKIHU1dUNb9++PbOmpmZckiS88cYbp6ZrF4lERGVlpW+2/RYXF4e7u7uPxo6bmppMRUVFwaysLDnefQCTBiIiIiKihOJyuQItLS0eWZYhSRf/uL5///7uy3mf4eFh3dNPP90/m7ZMGoiIiIiIEsyWLVvOXu33qK2t9cy2LWsaiIiIiIgoLiYNREREREQUF5MGIiIiIiKKi0kDERERERHFxaSBiIiIiCiBeL1eUV5eXizLEyuhPvLIIzkFBQWleXl5pQ8++ODCaHTGDZwBAK+++mqKEGLle++9ZwaAgYEB6fbbby+8lJiYNBARERERJZD6+vq06urqUUmS0NjYaGlubrZ2dHQc7erqOnrkyBHLnj17bDP1MTo6qnn++efTly9ffn4fB6fTKWdkZEQaGhosc42JS64SEREREU3jnR3HFp7r95qvZJ8Lsq3+r21a2huvze7du1N37tzZAwBCCIRCIREMBoWqqkKWZTGbXaC3bduWvW3btsGf/OQnmVPP19TUjO3YsSO1qqpq1pvCAZxpICIiIiJKGMFgUPT29hqKi4vDAFBZWelzuVzjWVlZZU6nc/natWs9K1asCMbro6mpydTf36+///773Rdec7lcvubmZutc4+JMAxERERHRNGaaEbgaBgcHJZvNJseO29raDF1dXca+vr6PAGD16tVFe/futd5xxx3e6e5XFAVbt27Nff31109Od93pdMrDw8P6ucbFmQYiIiIiogRhsVii4XD4/Gf0Xbt2JZeXl/vsdnvUbrdHKysr3U1NTRetSRgbG9N2d3cb161bV5ydnX1ja2ur5Z577imIFUP7/X5hMBhmV0k9BZMGIiIiIqIE4XA4FEVRhN/vFwCQm5sbbmpqskUiEYRCIdHU1GQrKSkJAsDmzZuzd+zYkTz1/tTUVGV0dLS1v7//4/7+/o/Lysp8b7755vGKigo/ALS1tRmLiooCc42LSQMRERERUQKpqKhwNzQ0WAHgoYceGl20aFGouLi4tKSkpKS0tNS/ceNGNwC0t7ebZlMUPVVjY6Nt/fr1n6t1mAlrGoiIiIiIEkhdXd3w9u3bM2tqasYlScIbb7xxarp2kUhEVFZWxl0Fqbm5uXPq8Z49e5L37t17fK4xMWkgIiIiIkogLpcr0NLS4pFlGZJ08Y/r+/fv755LvwMDA1JdXd2Qw+FQ5hqTUFV1rvcQEREREX0ptba2flJWVjYy33HMt9bW1rSysrJFsWPWNBARERER/VE0Go2K+Q5iPk3+/J9ZYYlJAxERERHRH7WdOXPGfr0mDtFoVJw5c8YOoG3qedY0EBERERFNkmX524ODg/8wODi4DNfnL9ijANpkWf721JOsaSAiIiIioriux+yJiIiIiIjmgEkDERERERHFxaSBiIiIiIjiYtJARERERERxMWkgIiIiIqK4/n/JGnyIV8eE1wAAAABJRU5ErkJggg==\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.MFBLM(keys = k, selDims = {'Type':'L'}, sumDims = ['mu', 'mup', 'l','lp','m','mp', 'it']) # Cancels out z-component, symmetrized but odd \n",
"data.BLMplot(keys = k, dataType='MFBLM', thres = None)"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"array(2.33769645e-15)\n",
"Coordinates:\n",
" Type "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, dataType='MFBLM')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hmmm, interesting... in this case the (x,y) components are sort-of symmetrized (rather than rotated), but things are still not quite correct. As before, this is related to missing/different definitions in the formalism for the phase-rotated orbital components.\n",
"\n",
"We can try fixing the phases manually as before..."
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating MF-BLMs for job key: corrected\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Return type BLM.\n",
"Dataset: corrected, 1piu-1, MFBLM\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Set test matrix elements\n",
"kc = 'corrected'\n",
"data.data[kc] = data.data[k].copy()\n",
"\n",
"data.data[kc]['matE'] = data.data[kc]['matE'].copy()\n",
"\n",
"# Set additional phase term\n",
"phaseCorr = data.data[kc]['matE']['it'].copy()\n",
"# phaseCorr = phaseCorr.where(phaseCorr.it == 1, 1/1j)\n",
"phaseCorr = phaseCorr.where(phaseCorr.it == 1, -1/1j)\n",
"# phaseCorr\n",
"\n",
"# Multiply by phase term & calculate AF\n",
"\n",
"data.data[kc]['matE'] = data.data[kc]['matE'] * phaseCorr\n",
"data.MFBLM(keys = kc, selDims = {'Type':'L'}, sumDims = ['mu', 'mup', 'l','lp','m','mp', 'it']) # Cancels out z-component, symmetrized but odd \n",
"# data.MFBLM(keys = kc, selDims = {'Type':'L'})\n",
"\n",
"data.BLMplot(keys = kc, dataType='MFBLM', thres = None)\n",
"# data.BLMplot(keys = kc, dataType='MFBLM', thres = None, row = 'it')"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"\n",
"array(2.33769645e-15)\n",
"Coordinates:\n",
" Type "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = kc, selDims={'Eke':[1.1]}, dataType='MFBLM')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hmmmm, still not correct - work in progress to fix!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Incoherent sum\n",
"\n",
"Computing for both components, then adding the resulting MFPADs, gives the incoherent sum in this case (as distinct from the MFPAD numeric case). This is generally not what one wants, although might actually work in some cases."
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating MF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Return type BLM.\n"
]
}
],
"source": [
"# data.BLMplot(keys = k, dataType='MFBLM', thres = 1e-2)\n",
"data.MFBLM(keys = k, selDims = {'Type':'L'})\n",
"# data.BLMplot(keys = k, dataType='MFBLM', thres = 1e-2) #, row = 'it')"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Using default sph betas.\n",
"Summing over dims: {'it'}\n",
"Sph plots: Eke: 1.1, plotType: a\n",
"Plotting with mpl\n",
"Data dims: ('Labels', 'Phi', 'Theta'), subplots on Labels\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"data.padPlot(keys = k, selDims={'Eke':[1.1]}, dataType='MFBLM')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here the z-pol case is correctly symmetrized in the incoherent case, while the (x,y) cases - again due to phase/rotation effects - are not."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## AF $\\beta_{LM}$\n",
"\n",
"### Unaligned (isotropic) AF/LF case\n",
"\n",
"For direct calculation of the AF $\\beta_{LM}$ parameters, a [fully-symmetrized formalism is used](../methods/geometric_method_dev_pt3_AFBLM_090620_010920_dev_bk100920.html), similar to the MF case. In principle this should correctly treat all cases, since there are no additional frame transformations in this case (provided that the polarization and alignment reference frames are consistently defined). For an isotropic molecular axis distribution, the AF case is identical to the standard LF treatment."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Default case - single `it` component with degeneracy included\n",
"\n",
"Firstly, let's check the isotropic case with the default settings. As of [commit 2153b31](https://github.com/phockett/ePSproc/commit/2153b3139a3b7cabad8e14695e0981b4303683db) (6th August 2021) this includes a degeneracy factor.\n",
"\n",
"(In this case the results can be verified against the LF results output directly from ePS, via the `GetCro` routine. For more about this, see [the ePS tutorial](ePS_tutorial_080520.html#Results).)"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating AF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
}
],
"source": [
"# Compute AF-BLMs with default parameters (==LF case with isotropic axis distribution)\n",
"data.AFBLM(keys = k)"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Coordinates:\n",
" Euler (Labels) object (0.0, 0.0, 0.0)\n",
" * Labels (Labels) "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Plot AFBLM outputs\n",
"data.BLMplot(keys = k, col=[]) # TODO - update defaults from None to []!"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Dataset: orb6, 1piu-1, AFBLM\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# For reference, add the orignial ePolyScat GetCro outputs, which also give the LF betas\n",
"# (Note conversion to spherical harmonic form)\n",
"data.data[k]['XSconv'] = ep.conversion.conv_BL_BLM(data.data[k]['XS'], to='sph')\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'BETA', 'Sym':'All'}).plot.line(x='Eke', linestyle='dashed');\n",
"\n",
"# Plot AFBLM outputs\n",
"data.BLMplot(keys = k, col=[]) # TODO - update defaults from None to []!\n",
"\n",
"# plt.legend(['AFBLM', 'GetCro'])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"OK, this looks good for $\\beta_2$ values (dashed line shows ref. values). Note, however, that there are a few things going on behind the scenes, in particular the routine selects `it=1` by default, and also normalises by the $\\beta_0$ values - this can hide some issues.\n",
"\n",
"Let's take a closer look at the output values for the XS (cross-section)."
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections\n",
"data.data[k]['AFBLM']['XSrescaled'].real.plot()\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'SIGMA', 'Sym':'All'}).real.plot(linestyle='dashed');\n",
"plt.legend(['AFBLM', 'GetCro'])"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections, imag values\n",
"data.data[k]['AFBLM']['XSrescaled'].imag.plot()\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'SIGMA', 'Sym':'All'}).imag.plot(linestyle='dashed');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Here we see that: \n",
"\n",
"- There is a factor of 2 discrepancy in the absoluted XS, which is due to the missing degeneracy factor. As of [commit 2153b31](https://github.com/phockett/ePSproc/commit/2153b3139a3b7cabad8e14695e0981b4303683db) the XS is correct (note, however, that previous versions do not include a degeneracy factor).\n",
"- Imaginary values are zero, as they should be for this observable."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Switching `it` component\n",
"\n",
"Next, let's look at the results if we decide to set `it=2`."
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"Calculating AF-BLMs for job key: orb6\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n",
"/home/paul/anaconda3/envs/epsdev-xr13/lib/python3.7/site-packages/xarray/core/nputils.py:223: RuntimeWarning: All-NaN slice encountered\n",
" result = getattr(npmodule, name)(values, axis=axis, **kwargs)\n"
]
}
],
"source": [
"# Compute AF-BLMs with default parameters (==LF case with isotropic axis distribution)\n",
"data.AFBLM(keys = k, selDims = {'Type':'L', 'it':2})"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Coordinates:\n",
" Euler (Labels) object (0.0, 0.0, 0.0)\n",
" * Labels (Labels) "
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# For reference, add the orignial ePolyScat GetCro outputs, which also give the LF betas\n",
"# (Note conversion to spherical harmonic form)\n",
"data.data[k]['XSconv'] = ep.conversion.conv_BL_BLM(data.data[k]['XS'], to='sph')\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'BETA', 'Sym':'All'}).plot.line(x='Eke', linestyle='dashed');\n",
"\n",
"# Plot AFBLM outputs\n",
"data.BLMplot(keys = k, col=[]) # TODO - update defaults from None to []!"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Normalised values look good... what about the absolute XS?"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections\n",
"data.data[k]['AFBLM']['XSrescaled'].real.plot()\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'SIGMA', 'Sym':'All'}).real.plot(linestyle='dashed');"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# Check absolute cross-sections, imag values\n",
"data.data[k]['AFBLM']['XSrescaled'].imag.plot()\n",
"data.data[k]['XSconv'].sel({'Type':'L', 'XC':'SIGMA', 'Sym':'All'}).imag.plot(linestyle='dashed');"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Hmmm, here we see:\n",
"\n",
"- Negative XS! Definitely not correct.\n",
"- Imaginary values are zero, OK.\n",
"\n",
"Why is this? In this case, similarly to the MF case above, the formalism has a specific axis definition, but we've introduced an additional phase rotation with the `it=2` component which is not accounted for in the standard treatment."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### AF case summary"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The general conclusion here is that the XS and normalised $\\beta$ values are correct when a single `it=1` component is selected; for other cases a phase correction, is required to get the correct absolute XS for other cases.\n",
"\n",
"TODO: testing with non-isotropic distributions (in progress)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Versions"
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" Mon Aug 09 11:24:25 2021 EDT \n",
" \n",
" \n",
" OS \n",
" Linux \n",
" CPU(s) \n",
" 64 \n",
" Machine \n",
" x86_64 \n",
" \n",
" \n",
" Architecture \n",
" 64bit \n",
" Environment \n",
" Jupyter \n",
" \n",
" \n",
" Python 3.7.10 (default, Feb 26 2021, 18:47:35) \n",
"[GCC 7.3.0] \n",
" \n",
" \n",
" epsproc \n",
" 1.3.0-dev \n",
" xarray \n",
" 0.13.0 \n",
" jupyter \n",
" Version unknown \n",
" \n",
" \n",
" numpy \n",
" 1.20.1 \n",
" scipy \n",
" 1.6.1 \n",
" IPython \n",
" 7.21.0 \n",
" \n",
" \n",
" matplotlib \n",
" 3.3.4 \n",
" scooby \n",
" 0.5.6 \n",
" \n",
" \n",
" \n",
"
"
],
"text/plain": [
"\n",
"--------------------------------------------------------------------------------\n",
" Date: Mon Aug 09 11:24:25 2021 EDT\n",
"\n",
" OS : Linux\n",
" CPU(s) : 64\n",
" Machine : x86_64\n",
" Architecture : 64bit\n",
" Environment : Jupyter\n",
"\n",
" Python 3.7.10 (default, Feb 26 2021, 18:47:35) [GCC 7.3.0]\n",
"\n",
" epsproc : 1.3.0-dev\n",
" xarray : 0.13.0\n",
" jupyter : Version unknown\n",
" numpy : 1.20.1\n",
" scipy : 1.6.1\n",
" IPython : 7.21.0\n",
" matplotlib : 3.3.4\n",
" scooby : 0.5.6\n",
"--------------------------------------------------------------------------------"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import scooby\n",
"scooby.Report(additional=['epsproc', 'xarray', 'jupyter'])"
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"* \u001b[32mdev\u001b[m\n",
" master\u001b[m\n",
"3970b58024ddc7c430bf73702ecb0c08a0fb5a66\n"
]
}
],
"source": [
"# Check current Git commit for local ePSproc version\n",
"!git -C {Path(ep.__file__).parent} branch\n",
"!git -C {Path(ep.__file__).parent} log --format=\"%H\" -n 1"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3970b58024ddc7c430bf73702ecb0c08a0fb5a66\trefs/heads/dev\n",
"82d12cf35b19882d4e9a2cde3d4009fe679cfaee\trefs/heads/master\n",
"69cd89ce5bc0ad6d465a4bd8df6fba15d3fd1aee\trefs/heads/numba-tests\n",
"ea30878c842f09d525fbf39fa269fa2302a13b57\trefs/heads/revert-9-master\n"
]
}
],
"source": [
"# Check current remote commits\n",
"!git ls-remote --heads git://github.com/phockett/ePSproc"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:epsdev-xr13]",
"language": "python",
"name": "conda-env-epsdev-xr13-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 4
}