{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "\n", "**This is a fixed-text formatted version of a Jupyter notebook**\n", "\n", "- Try online [![Binder](https://mybinder.org/badge.svg)](https://mybinder.org/v2/gh/gammapy/gammapy-webpage/v0.14?urlpath=lab/tree/analysis_3d_joint.ipynb)\n", "- You can contribute with your own notebooks in this\n", "[GitHub repository](https://github.com/gammapy/gammapy/tree/master/tutorials).\n", "- **Source files:**\n", "[analysis_3d_joint.ipynb](../_static/notebooks/analysis_3d_joint.ipynb) |\n", "[analysis_3d_joint.py](../_static/notebooks/analysis_3d_joint.py)\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Joint 3D Analysis\n", "In this tutorial we show how to run a joint 3D map-based analysis using three example observations of the Galactic center region with CTA. We start with the required imports:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from pathlib import Path\n", "from astropy import units as u\n", "from astropy.coordinates import SkyCoord\n", "from regions import CircleSkyRegion" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from gammapy.data import DataStore\n", "from gammapy.irf import EnergyDispersion, make_psf\n", "from gammapy.maps import WcsGeom, MapAxis, Map\n", "from gammapy.cube import MapMaker, PSFKernel, MapDataset\n", "from gammapy.modeling.models import (\n", " SkyModel,\n", " BackgroundModel,\n", " PowerLawSpectralModel,\n", " PointSpatialModel,\n", ")\n", "from gammapy.modeling import Fit" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prepare modeling input data\n", "\n", "We first use the `DataStore` object to access the CTA observations and retrieve a list of observations by passing the observations IDs to the `.get_observations()` method:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Define which data to use and print some information\n", "data_store = DataStore.from_dir(\"$GAMMAPY_DATA/cta-1dc/index/gps/\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Select some observations from these dataset by hand\n", "obs_ids = [110380, 111140, 111159]\n", "observations = data_store.get_observations(obs_ids)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prepare input maps\n", "\n", "Now we define a reference geometry for our analysis, We choose a WCS based gemoetry with a binsize of 0.02 deg and also define an energy axis: " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "energy_axis = MapAxis.from_edges(\n", " np.logspace(-1.0, 1.0, 10), unit=\"TeV\", name=\"energy\", interp=\"log\"\n", ")\n", "geom = WcsGeom.create(\n", " skydir=(0, 0),\n", " binsz=0.02,\n", " width=(10, 8),\n", " coordsys=\"GAL\",\n", " proj=\"CAR\",\n", " axes=[energy_axis],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition we define the center coordinate and the FoV offset cut:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Source position\n", "src_pos = SkyCoord(0, 0, unit=\"deg\", frame=\"galactic\")\n", "\n", "# FoV max\n", "offset_max = 4 * u.deg" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The maps are prepared by calling the `MapMaker.run()` method and passing the `observations`. The `.run()` method returns a Python `dict` containing a `counts`, `background` and `exposure` map. For the joint analysis, we compute the cube per observation and store the result in the `observations_maps` dictionary." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Tried to get polar motions for times after IERS data is valid. Defaulting to polar motion from the 50-yr mean for those. This may affect precision at the 10s of arcsec level [astropy.coordinates.builtin_frames.utils]\n", "/Users/adonath/github/adonath/gammapy/gammapy/utils/interpolation.py:159: Warning: Interpolated values reached float32 precision limit\n", " \"Interpolated values reached float32 precision limit\", Warning\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 13.3 s, sys: 2.46 s, total: 15.8 s\n", "Wall time: 15.8 s\n" ] } ], "source": [ "%%time\n", "observations_data = {}\n", "\n", "for obs in observations:\n", " # For each observation, the map will be centered on the pointing position.\n", " geom_cutout = geom.cutout(\n", " position=obs.pointing_radec, width=2 * offset_max\n", " )\n", " maker = MapMaker(geom_cutout, offset_max=offset_max)\n", " maps = maker.run([obs])\n", " observations_data[obs.obs_id] = maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prepare IRFs\n", "PSF and Edisp are estimated for each observation at a specific source position defined by `src_pos`:\n", " " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# define energy grid for edisp\n", "energy = energy_axis.edges" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "for obs in observations:\n", " table_psf = make_psf(obs, src_pos)\n", " psf = PSFKernel.from_table_psf(table_psf, geom, max_radius=\"0.5 deg\")\n", " observations_data[obs.obs_id][\"psf\"] = psf\n", "\n", " # create Edisp\n", " offset = src_pos.separation(obs.pointing_radec)\n", " edisp = obs.edisp.to_energy_dispersion(\n", " offset, e_true=energy, e_reco=energy\n", " )\n", " observations_data[obs.obs_id][\"edisp\"] = edisp" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Save maps as well as IRFs to disk:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "for obs_id in obs_ids:\n", " path = Path(\"analysis_3d_joint\") / \"obs_{}\".format(obs_id)\n", " path.mkdir(parents=True, exist_ok=True)\n", "\n", " for key in [\"counts\", \"exposure\", \"background\", \"edisp\", \"psf\"]:\n", " filename = \"{}.fits.gz\".format(key)\n", " observations_data[obs_id][key].write(path / filename, overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Likelihood fit\n", "\n", "### Reading maps and IRFs\n", "As first step we define a source model:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "spatial_model = PointSpatialModel(\n", " lon_0=\"-0.05 deg\", lat_0=\"-0.05 deg\", frame=\"galactic\"\n", ")\n", "spectral_model = PowerLawSpectralModel(\n", " index=2.4, amplitude=\"2.7e-12 cm-2 s-1 TeV-1\", reference=\"1 TeV\"\n", ")\n", "model = SkyModel(spatial_model=spatial_model, spectral_model=spectral_model)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we read the maps and IRFs and create the dataset for each observation:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "datasets = []\n", "\n", "for obs_id in obs_ids:\n", " path = Path(\"analysis_3d_joint\") / \"obs_{}\".format(obs_id)\n", "\n", " # read counts map and IRFs\n", " counts = Map.read(path / \"counts.fits.gz\")\n", " exposure = Map.read(path / \"exposure.fits.gz\")\n", "\n", " psf = PSFKernel.read(path / \"psf.fits.gz\")\n", " edisp = EnergyDispersion.read(path / \"edisp.fits.gz\")\n", "\n", " # create background model per observation / dataset\n", " background = Map.read(path / \"background.fits.gz\")\n", " background_model = BackgroundModel(background)\n", " background_model.tilt.frozen = False\n", " background_model.norm.value = 1.3\n", "\n", " # optionally define a safe energy threshold\n", " emin = None\n", " mask = counts.geom.energy_mask(emin=emin)\n", "\n", " dataset = MapDataset(\n", " model=model,\n", " counts=counts,\n", " exposure=exposure,\n", " psf=psf,\n", " edisp=edisp,\n", " background_model=background_model,\n", " mask_fit=mask,\n", " )\n", "\n", " datasets.append(dataset)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "fit = Fit(datasets)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 25.9 s, sys: 2.08 s, total: 28 s\n", "Wall time: 28 s\n" ] } ], "source": [ "%%time\n", "result = fit.run()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "OptimizeResult\n", "\n", "\tbackend : minuit\n", "\tmethod : minuit\n", "\tsuccess : True\n", "\tmessage : Optimization terminated successfully.\n", "\tnfev : 412\n", "\ttotal stat : 922625.68\n", "\n" ] } ], "source": [ "print(result)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Best fit parameters:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=14\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
namevalueerrorunitminmaxfrozen
str9float64float64str14float64float64bool
lon_0-5.249e-02nandegnannanFalse
lat_0-5.205e-02nandeg-9.000e+019.000e+01False
index2.366e+00nannannanFalse
amplitude2.667e-12nancm-2 s-1 TeV-1nannanFalse
reference1.000e+00nanTeVnannanTrue
norm1.311e+00nan0.000e+00nanFalse
tilt-1.091e-01nannannanFalse
reference1.000e+00nanTeVnannanTrue
norm1.310e+00nan0.000e+00nanFalse
tilt-1.064e-01nannannanFalse
reference1.000e+00nanTeVnannanTrue
norm1.324e+00nan0.000e+00nanFalse
tilt-1.186e-01nannannanFalse
reference1.000e+00nanTeVnannanTrue
" ], "text/plain": [ "\n", " name value error unit min max frozen\n", " str9 float64 float64 str14 float64 float64 bool \n", "--------- ---------- ------- -------------- ---------- --------- ------\n", " lon_0 -5.249e-02 nan deg nan nan False\n", " lat_0 -5.205e-02 nan deg -9.000e+01 9.000e+01 False\n", " index 2.366e+00 nan nan nan False\n", "amplitude 2.667e-12 nan cm-2 s-1 TeV-1 nan nan False\n", "reference 1.000e+00 nan TeV nan nan True\n", " norm 1.311e+00 nan 0.000e+00 nan False\n", " tilt -1.091e-01 nan nan nan False\n", "reference 1.000e+00 nan TeV nan nan True\n", " norm 1.310e+00 nan 0.000e+00 nan False\n", " tilt -1.064e-01 nan nan nan False\n", "reference 1.000e+00 nan TeV nan nan True\n", " norm 1.324e+00 nan 0.000e+00 nan False\n", " tilt -1.186e-01 nan nan nan False\n", "reference 1.000e+00 nan TeV nan nan True" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fit.datasets.parameters.to_table()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The information which parameter belongs to which dataset is not listed explicitely in the table (yet), but the order of parameters is conserved. You can always access the underlying object tree as well to get specific parameter values:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.310714801107288\n", "1.309598941469269\n", "1.324403094628361\n" ] } ], "source": [ "for dataset in datasets:\n", " print(dataset.background_model.norm.value)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting residuals" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each `MapDataset` object is equipped with a method called `plot.residuals()`, which displays the spatial and spectral residuals (computed as *counts-model*) for the dataset. Optionally, these can be normalized as *(counts-model)/model* or *(counts-model)/sqrt(model)*, by passing the parameter `norm='model` or `norm=sqrt_model`.\n", "\n", "First of all, let's define a region for the spectral extraction:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "region = CircleSkyRegion(spatial_model.position, radius=0.15 * u.deg)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now inspect the residuals for each dataset, separately:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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p/BhZqJYRz0KVROuxUasGnpRxYzuo93/HHh8X8zERkpFpqp+1wU4kfyNx7SwR4n3X7CGdFaW42q6DgiyE8fbES4uKNwmbnadUYlzJreyo4/GYvt2mXM7F4OqxF63xZ0pV6F599mf7VIXEkUj/wRtvxa+88rV31K5bggDiSaInJiYmJq4Hk0QbIoHextfljkQLpJXhHjyydUo7WDjIEhD0ZySIRgIpQUxhLcQttaMSJLV8QJTksKmR/t34Ewuj5KCAVnUWqs6SqbOJtNgHhwqFtWhKJeF7aSON6Dlx9/1KINYAcCxKoG/mhFyMRJdAJEmQWNm0Enuzj0SlvJL9YMMggMOiRBGPyPN2MxZuhVwWIouVK5V2xsi8eD/j9ex5n/2cak8xa0ppKrTbMlxdb8TYFpjaYsksBLZc6QxN8I6LGDUHnLpj+r2RMJiK8yf9fRrbnTa+8Bhv18iwDt7qc+zXI1bdkM5fDCtEd7EQC00lemJiYmLi2jBJ9Dm4aP5tnfqW/bLb9XginUpNQjUv2kmKUMtidnj6RJ2qF82GjtsJuFMrWynqfnFZBrB4MRZ2Et0ItJPSSoRDQRaxnOj2vicwsXajtqF5cWNbWhpHryCzaEpJspLfTIFAV1LayHRoiA06GCWQYVe5mYAsurfaMwjJfc7UlPeI5s9u/TfOL8TzxB+9LrKFf6efB1ffi1BX9iaq134/tH/8+364pF1wvre9DvDi/aGw6NN8+b5tNwNBtJmNqRnocXbmHoMI4MMFy35PTExMTExcMSaJBvApT/0komTqRS8qcThFgtB7o+vvgh1/dJgSx/kLA6OVwIlxI8hGZKUt/AKAVcxPHVIcamRcsCS44sqsmcSJMhY61mvuyXtCllsojU2vr2kUeSDu9Xhm4zhvXOLq+CFlJMtT9nbvwUmmXqN6i7OX9C5lS/Tteo6yII2FRqCVEeMApLvWYD2J+1TivHPNrqgzaTtzOd9H7Fqw+7b9MwkzD759LdZCZXNv9NlopLi2FVo30SsYqjOmdAp0zMyO7eyOP5Bnigkf6O0eAsIrn/oJ3Hjsizf9cylMO8fExMTExDVikuiAziKwAwlT15vvcF7Ri51FiDvvhbglXnSqciPAqkr7fmmTvXyRxVzRB50o6sfqda6+61FZ3rvu4BseSdiptri1gQhd6W0y5TmxVA9zYq+2iA25jcS6eZsJ4AwWwspcCW+Nk4MuzFPiy1X19e2idcPvZi2jXl/3bdtMgmLfs6npiftBGIWLv9UkRxzAbUiyVaIci+IArd/jviNxvwhaTGLz4/uetb8Hj/T2XKf/Zi6PaeeYmJiYmLg+PPAk+rGn3o5IQYFm44h+0Qgh1gQN9Iu5ziPSMNVa6uIthlgBkMwHVUFpqdXpihHkrvCI/Z7RE1ZXoAF0/mci1yKbIutpFYksqQJZdUlTEj02LXs7hqqGXT9Em4h5hyOBHslubQ8X8wRz9fnq98DCBQsLznjFgTMOfOzuQ5akqru0fRL1fe4RektVvmn4Xo8Tr2FUnjflrckopBHpQrqvf6+WB03pBkwltuvx/dXKInVRZaTFp1JNtM9GL3pToBNa2W+9fwlcUzp6r/ceIeeaN56rou/lvmvb4AVgLN1cWnxg26gn081j3aL5Hr3xDvyTV34Rrgo0leiJiYmJiWvEDFlFIEq6HO90nBdxiAHjfgo8qm87BUgaafbXhEKsxJkSMp9PoLt2oNk2aklot1GEtlBtKYw0u8IrpmT2vlo/tvuAKwGKn4laHrJlJMfzjte818dO4JkFCxcklup9ZvtcFWi3mmQc6IjFftf9laDWhBHTzXVQUHQfzrZ/USJr1wz4QkDtt1UYx5JwzIy1ENYSrilcV+dDDvF5FPzbydrmAwEdBOjPQkXbxFmvm/Tao/+5esZ3+89864gRffqssoyzCd7e0iWwAGGhY33eW9EVinMPe+XM/dudGZlzLU/huXzFjXfubnenIOYL/dzyOERfTERPEdGvEdHrz9nus4goE9F/eKUXMjExMTHxvMMDrUS/8qmf2CXO4xT1XvTXaetEr0YLab27GH3nRDzzQYk0FlNZ/ZVPEpRGlZTI5tL7n2M2cmI936hkOhmtCikYoGIe6BReuXmipZ1f328tKbGctaBV5GNLwWjETBNAMhFWacSWSCrhPOMjDrTijJ61vAodMNRzU79wkUxZ924TIaTEHVl28pyBSpLXwtXP7NnOriALCRYbeChZbpUaQU31j4Mmgm6/8Fpfo5K+lkWTOGhpxWZC32YBkhBWJO03Ker9RfM+x9zyvgpmKy0O729T/Fvus9TZh1TWegztfx3kwWZEal+iXafAvP72PG8UaW+LLVT0QeFdsXNckRJNRAnAdwH4IgDvA/ALRPQjIvLune3+awBvv/RJJyYmJiae93hgSfSnPvU21KVWYw60YSQP5/mDmyc3RobZIkBKSjjYSTlXUhhJRt6xTowExVVoJ9CrWy6c1Jof2P3OjLJRFf2zmOygpgGuJaazpI3CDGxtB2NZ67Hd5CQULWLObcEsjGSLAR1VtaUVCSsWOdb7knlBRgLRsqna2OYGVFWtJI7UukFiiySL9YBoUon7rLNF7Xm2M6Gll7jyG/3T6gf2gjYhOYQEC2ec8RGJMs7oZi0bLiAc6QyrJBABmQpulqUtADVyrtacopYTAryMjNtuxnLd3bNh7YB5mfW1xRa6Kn3qOB6xqC1og7k2+yIQSrpPINKxDUL9LE2Ogx8AL33yZ/CeT/0CXBZ0dWW/PxvAr4nIr9txfxDAlwF497DdNwH4ewA+6ypOOjExMTHx/Ma0c+zAbRv6O1WS2/0Ee8O5x3LlONg3MpQMVtXXFN/x2L5/d7whIeLU+dXq0Kb9NQtaf9zKsWljUGvLznWOiwdvde2dr9gX2tXKgY2cLtWj3VsJNmXXB5vNuKgyEne22D4dGpRKAZsFo7VJz3n+dbj3OrkdZWhr3Q5u68hYsGLBEUl0MLDIEQupwr5QRmK9dlfq4z2OEXvt2KH6peQuf7y2wQaD2lfFh2pdvrb/aJ/2+26ufXxOfDbGbU23iLaTQKDjAPGlT/7MuftdFLdh53gxEb0r/HxtOMwnAHhveP8++6ydh+gTAPwJAG+4koZPTExMTDzv8UAq0Z/61NuqCtstIBwWRXXkeUeVBUyBFurIlIDh/NL38cVVSm2a57lTt3ci1brKdSORH9Vw8+pyJXutiMpIhjbkSNxZzEaoqRLqPVTldAddpnOtFNgi2ao/l3ShnfaF7utE2q9/9zoHIk3efurTI7RwjCARodj9ZhCAgoUsySOhFnwRa4enarhv+8C5DkgAtDLn5Puk2h9OVBesWGjFUo5I5dhmKpIgU0ZmBkupivwqO8VeTJl28pzKiiQrUlnbNrTfPywZkGZFIkrh+9IVTqnXvvN8bwZx9my7Eu3WjnGf8bk+bxbnjnF7do73i8jjp4+0wTii+JsAvlVEMp034rqPQERvBvBaAL8rIp9mn/1VAH8BwP9rm32biPz49bRwYmJi4nrxwJHoVz31Y0Ag0COcQHfL7oSrouaIvudRMe2OFY5xYfKM5l91IuXbVU9uPLe0RW7dorNhMVw4QX++0aJxDsnxqx4HFeO1jwTaDSyxvyAwn2+b8vfza5RfG8y4RWNHLO32ITMi7BHLZkhoSSECgQqVpQ4eACv0Ever/SpqCyEgEWO9lRrvi/6sRCFbpb9k50skQL1CdP0zqsdRfdaOoJb2cuKe1QFLLSvfnntRFlqTNc47jn/nAzC/F4R+UDYq0+cd76O/+68DX3aZtA66qnSO9wH4xPD+JQD+2bDN4wB+0Aj0iwH8cSJaReR/v4oGPEfxPQD+FoC/O3z+N0Tkv733zZmYmJh4buGBI9FAIxG7pDco0NGvHBMT1AqhCwj3psjrsaB+XAFjtYV6pxTtsR3x1Q87Jjc4AQU1K4FHqjnhq8cc1PKTfROvhdq5R/K8UaGrLaLZMhIXs27kXULvhoNYWKaAwILqB3YFeM9qoO0BMhiJiqrmBJBwI3U7fe1WF93Wis9Qf11sKRtnacWBj0goSKQKMMMGRMSWoKz9Up3L0jzB3gYn0iSlZjwnIusb9WrHxX/VjmNWnEXUFsJlBReLI2SbKSHWsvGBwLpNg2MRFOlJrpenr6kxUNvRWHil60O33oO6waPfnTYIpW5wdmXq84ArItG/AOBRIno5gN8C8OUAviJuICIvr+ck+h4Ab73PCTRE5GeJ6GXX3Y6JiYmJ5yoeOBI9EugxiSOiWTEG0rhDRvdIXtM+mxodj1vbsEP4TkWd1XxkRLUS1e8bFejxOjzXuD9eryY7AU/EyBJV4y2hqovYfP+g3tYoOrRUidGLXZzEdtdtWdXSHL1Opvf6ru+vlqbitDwWjaltlCZoM5VKvD3/GUDzbNv8gSda2MkhgajHfi5Qe0oGI6HPV3bC2yn4pOQ6Ub/AMpnyXS0wUsClKdHNs8/mt28JMqp688bvLKDus6pEoy0IrL8HAh1nYYqgKdF2Pkh4hsMsDoDdZ9jbc1n6qznRl1/WISIrEX0jNHUjAXiziPwKEX29fT990D2+kYj+HIB3AfhLIvKBcQPznH8tADzyyCP3uHkTExMT9wYPFIn+gzfeuiHPlQi5t1NnyXsCHPOCjSQtfckT+86JXq9C5lC0xI+xsVigqbxeejqS7o40V6VSwkLBbXlsJf8MIPhhA5FleKGN1v5EbbqerYCIEnctI5KlEVkOxyQ0BfrA2RYMrppWgbVXoGs0nSqpbknxa4VoQgTc02v3pF7DQF6L6CcUioTo+fpUiEjbUrVM2D2z58FJnyebnPGxlkWvKRa0ALSC6AC2dBG9bwSRhJUEKy1gFiTOEOFq49A88IQirdpkVfDrfdGB0IFWVaxFvdAkWYk0xBTkM80YpwWZlnZ9VcXOoZhKe07rs0ltSOMqtPaBp470szA6m8FqiZGWgtJmGUL58HPWEIztuWNcXToHzNf748Nnu+RZRL7qSk76/MT/BOCvQf8q/xqAvw7gz48bicgbAbwRAB5//PFL3uiJiYmJ5yYeGBL9qqd+rMq4cVGVq3pxSvoi8FLI524zWB46AhGIrx6PqlpYy1tHBZz6YzBC9BqkVu3z73OwSXTKp5gmSgIvIE6BTOsiRIZQRjE1VWzo4PYLfcfd+WKMHQcVVW0LPVn36X4dyDSCP/adWmuaz/ncvrbBR6Lghw7EfK8aYb0XKqWi9QiqCh0rOo4zB+0+ttb5AsM6eLLc5abMNl07Jp7sPRvk6SqmQMdr7UrEU2+L8evxbhij8MZ+A9o96RVo6jz83qcZvuBxJMJjDGRf+XC8xpMG99vAVSjRExeHiPxz/52I/g6At15jcyYmJiauFQ8MiXZUBToq0fV3qgu1mrLWk7zmLW0L3nz788p+N2IklVzWtAdT/W7iUO0NXoXQvcye/eyKbyJXe/tqc3H6vSmK3HmivR0wNduJl7cHVhnP1cksjGSebq7FXfrFewSxKoOx0uDNDQEFWk42SAvBqCe5AMKmKDd1u/a7NGJW+1NECV3dRlsebSmx/yNnq4ORYDWJSEZiF1q7TGUJBDIeh4JcXgCsVlb8KGd2r/V9K6iTOgtKvS/k1RdjVcI26IvRi65sZyxY5dDZjnSmRFNICiUk8fLgfcGfaL8YFWiPXYyzKH6tAr9nS/8sVwLd7DOxPHq9d4gmkTvDLPt970FEHyciv21v/wSAX77O9kxMTExcJx44En276Ely9AObPiqsUWpVSd5SA/e9+mK/hTTyLEGJTaYFEIDd3lAJR1i8FWwcMbXhVogq7CaKT2jj727Kcja1WMDk9o0C8GKL6LbT9X0R9KZljiQaMD/0oGbrNd2aFI3K8kURiTRF5XyjqKKqwOfZDvp2Axw2kzrQIgBqSfFagVGB1m1blGEk9N0gwtRn17zrYkJr/VioZxUgESGLJ6Rw9Uq34zUCvadAR3V7vNf1HtDOQlj430vfT95XsfT4ZTFJ9N0DEf0AgC+EZmy/D8BfAfCFRPQZ0L+k3wTwddfWwImJiYlrxgNBol/51E8AyJU0jJUJAdQCK9209uBtjr+7LQK2yEzQe5OrEgfPbs5IWMFUcJCbVd0ElERnblfS4g8AACAASURBVFP+C9uiPmkZ1AsVeGnrPfLn1CQSs3r+qMhCAiFv+9bYv0p8e/vAwisKuCqea9H2rpIwJgV6YRD15O6TaAAollIBAoop0mOBltiG+NrOhWbToZBFPQwy6u914WAooW3bbo5tfRHbUBVcjP3LAGc7ttTiLZrOUlrVvtbD/eJRoZowoskhUrfNfKgLGWs8nSnMreplK3Hu9yCLLhBNKNW7PFqIXGkGcFKBju2MMxc6o6DfxMFf6xs1/5TQrXsDljsHTTvHXYSI/Jmdj7/7njdkYmJi4jmK+55EP/bU2wFsrRYSShZHYjQujGpa5KB+ugInjTTC1Mc9OLGLpZtj/JiYor0gh3LPDFAr3x2zikeVci8Fwc8ZCV/flm26BIAWxQbpPOPq71X1vRAb4RNL0xgLn/iEfTuO9/up/jE2pu+p3Y0Ru0QaWwJ9KtIvlgeP8XnNDrOTYhIU3HZeV7MFnlWym4AS9hmfozgAcauIE1k2y0uxc2dabFajtEGf91L1Yfu9DrYTAQhLHbCM7Yqv8Xl3tIWFmpwSibTu13vWa99Lb3PZ3svzfe63BBF42ffUT0xMTExM3G3c9yS6J1xWaiPk4wLNH+oJB54PHRW5eCxXogEoURFNY3B/bzt3TORweqIeV7akBWsWUIAlKZEmLijBi+2e06j0ebtWLJ0CCexbFer5Y3pHyDMWsxwQKZlNErzARarySSzIpAkTK0xpFT2WEibWeLzQzvPvSVNzfTFh/Dz2JdCX+va4uni951k0vC/rYMaU8kpK4TnJcdaBaxSfPiv9NRF8kEPINhCIingsltP6vKm7kVRLHTQsVTEm6CJOpoKUFnt+tC2FUjteGPg5kS+SqgJdwGAkL/dTB5QXcSa73rw3PiygmiqyB1ejY3/551eCB6R64MTExMTEcw/3NYl+9MY7VOmL6psnQzhJCr7QLEnJobRiK7sqNNoxO28rCIl8cdnoQ05gKDmumb7cEjkIWtZZ1WZLs7CS5J4RrO1VL+xKh9ZmYRyLtpltwd3Ca82BWGgFoWi5aOkHDdGiUbBUNT1ZG1NZLZtYyWotI40zI3jUSLwAQgXF006IGukMucV6DV5inHf7d1Ta6+/Sbxuzsf3VFwWOx+kWd8ZBgpHoGvFmRLqdmwHakk4dkhlZJ9RnaqPwdwOr9nyIYEN8RQRCABEjSwKRYMVSrTyx6Iu3p6B5qb0yoj93WdqzXuwJrFrz4E/WoZQq635Mt57Qzj2K1zQOFry/95T5qyLQc2HhxMTExMR14r4m0XtwW0ctFgEncy2V4KRvFTsECXFaW6fh43eAEyUBYYEgg3lRH7VsC2JAClKwUhC83LPURBDd+NAUTVHCpecSCBWkQGqcLHpCQ7VbDKqqFhtRRbq43cWyouHtES/m0sfT+VVQ6L9RcR5tM0XaQrvYXxG6gHOfUI9wUugar39W+xbN51yvxZMvxMwo9dr6jO5zk1ew9VPvIT4P523jqr52O9Xs7niMpiT3Km/1iMeBo6WWRMKsyRq6wDPVAYdfny5xdTLur4X6lJc6gKTe3nEerkyB9uNNT/TExMTExDXhviXRj954x+azRjiGRV6mOGcndhIWWEm/SNA9oSOinSKeK5KcLAlMBRmLqn68mvq3agqGLcBL5agL8sqx+pMBU3B5wZrO7Nja1mNJuJkXpbXkaQzAgrV5fyVXVRloJaPBwIoDfOJdlUNLHGErEsIENkI9VtxzV0sjwr266t5dkl5J12WWS416c4wZznsYZwe8ap43q6msvXWhHle25/A+KpIqmd4jxp5cHc8zNtMtDvG5uRDJDpngUXFfrV8SMYigRVjMH+/whJjF9/cBVjhvAQHBmpQo136LaSSweEO2QVWG5YJL82fH5zsL6yyF7N8zL8Ky/fySIJpK9MTExMTEteG+JdHnoSOBQRmNcV6q8I6WjB5RHRyVwpZ4QJVoJiuK4bF4Whq6WHVAJUROpFUllWo30GP116AEJmZKuxWDUDjbAkBT16udQhvDJYPJSWNTXmvbZAEIyHw4d/0XhcWADiWR+33e9++2kiMEu30d+3wkpVUtDpF9ekdztcSM7QBMGZf+/WXg3uHRInEeKgnvlGO3XwRiLTrgYZRazTF63KNFow1g2kJPJ9OxffG5tbmB+rv6w1ulxb1SRL133GwvYRagbcfd701FvzymEj0xMTExcV24b0n0raaX+8VYtS5dVQC90EklXU50hqnyveOpT7gRRaDnoQw0jyuZf5kyzuimFlGRrISprHYdqIpu4VQXlHk58VUYa+FK1gsLKB/U20qMlFYl13y0hXShQqHkWpo6G/UtwsjEgCxYqZgSreQ+06LEfFzIuEN8O1tHWLhnTm1kSV1EXl2Q59nGiCnGNpAwawOJ1Ng4NoXUSSCTLntcyrEu4qw+cDYvOS9qkWE/3qBWn/PsOMmsbmESsCi5jYYg7xt/fk56vy1FY0+J9oESAEixUuwQtXjYeckSXLrBAvlzqLaduKDR701rg1t03OribU9m4fAYQvO92zPOplATRLVr0tJEgmg36ZVrt8ZcBYgAXiaJnpiYmJi4HtyXJPrRG++AYKsQn5pWH1XNmAARP7+I57NuL436RTINaD4yTDUuvmCNCImLRZopmWXOIFGC61aKQqlLkGg+WzTlvOgCw7UkMAtWOegiMz4A5YgUqjY2JbN0/eNKphNf1yJHH3VTXxUjmXYVHDWWzdNP3ErTiJ32L9cS5v5Z9DgnlErcWkoxwv6oJLtGCZZcBx/e1wJG46w+VNlXo6Mv2t/Hc7o67Nnae4VwzvVy+7ZhsWrdb/i9eqYtzQSEbqARz8sgrLT0g0HChsh3bZFe6d9cx6Bq134D1We6/c1t+6s/7qVrFgJTiZ6YmJiYuCbcdyT6FTfeuaG6Y0U4oLcXeLnk5uXdkp5TBPpWJL0t/Gv2EMdK6iVdhbEYMU60qL2DCzIfdpRULfN8LIfqJ67T/9KsI77o78iaVXGgAwozlmXFoTzbfNZoJb8ZW9+GuN5avbBeZVCr4LHFu0mo2ug5wgXJ4v8Otf/1LL2S3iwLsIIlXnCkeXVHq4FH6JlhAQTBQhmJ9PqWchNLfhZcTEGXBcQHrQ5JQXW3JBGm3MXYxeuPr/FzvfcFiUgX5/lCTuSwnd63FfsWn5jQ1p6xYqqv2Yh8VoOkXa0T1loKfq2EPqrACRkFjCMdmn2GxmthiKd6uL/8FqheeFD1YPu12fxA/X4vwxygrmT7nYJmxN3ExMTExDXhviPRQO/B3PNo7u/T7Bh3gjh9r/aCtuDMiRCADZEmsyKsALikai+IXunY/ow+GzhC1We99jUDBLV4LLRAGEh0puSP+4qEdX9YFUb0amp9FbGot6YEK4Er1WYRoUplqiTX+7eRZ1c220CHLcnEiVnT25ulY6/Koec+J2gKSSorlnyzsj2i1Fk2fMDU+YqpnSNib2AUP3fS7MfqrhfF0ja45VkLNgTSfcpOOP1Y58XKxf52Ah099UIMkHrbk5RGdqXts73OFud3ERQQWBqZvlWfXSloeqInJiYmJq4P9x2JjlPInepsC9a6z80PfSpirSMptQpef75ImgBd+KWxcCkoxKwpGIUruSpVmSYgA2QVACkLDrzUUt+1yEogteqTTTVOj6zMNMEXowFSGGshEGl6x4EX5EPCwhkP86GqtpHcupqr117MW5xRM6b15LALVXWYgVUSwI0oOSndI/sFnsftYXRoarTN8OtSx95e4uTQs6B1WWa2aora1jN5FikfcXb8EFK+ibQ+E8gkbRTmmrEsAlhfdPYEa5vHCu49H1EpT6IpK6kcdXvi6iEHgBVLjYqjcKy6ENEGYDpAgBUxKRBJdcHk+Gx69UUn0Eu52ZFooqL2HyKQ3w8aiDps1qDerb3rlLp9HAS0KoZUfd+F+kHB6QjDyxLrmc4xMTExMXF9uA9J9DgV3+f7jsT4IlPXp9IiIrmIPt7oqS5sJM0CMFSJDQkI4iWeBcfMYBZIsYpz3Ag0ewZyyOiN7WASFNGp9AwgF/1G+RJDEsAsOAipcgzGoSq9sX/a4jxVTXP36teVZFXiD64Kp1skRsvMmJ3tpD3+ZFOUSTThIXtWMvkVoSrJWnXQlVVfgFiQyhFLOSLlm+ByBOejLR5MyCInkzrqDMSOktq5jQc1VRfztedgL4/bJ0UIWtEyW0GUjZ87qOEIBUoYNqsxPHO+bRtghSIqNWfckjXMslJnDXzQNPrXTZ0fZz+81HhU2Ed0diZBR6TvGgjTEz0xMTExcW24r0j0J9/4qc0/27Vy3Y6Sp//wq7e3VoxDWPhEI+nu9wdQS0wnrJ1aXKDe0ySaBrHygrW0NI1iiRoEtWCsZm9QVbqdwxMrDklJzIFzzYH28wOsixIBrCHWbDVr7poJRybkQjgkVcgXLjhjzRtOlCvBcqKekKuy6RnTMIIGAIUPqqgmQbb9j0HVBhopi+hIaaDwRQgQSxRmQiIBWIuEkCQsUHXXiaqYHxtA9Y2frR9SG8fxQ+C8gvKx3S8rrDKiEnxajGT3qRLZsrjHa2nklUFYQ18VpHxTj+FJIlSQk1aDZKQ66GDZq2xpizWJdFYDmv3cyqC0mQdth/dBI/GeLS7muWfRZwYEiGimyd4CymJzAPFvIKr/bprxbVtGuCvQXvpd9933Qse/qcuRbAKB0ximODExMTExcW9wX5HoERtPb1Dx9tQ0wNU9siQ7V/xOHL+Snlyn9JuS2xMO/XDRBVzFbBdE3bR4LiOhUiVZ1I2ARAJBW8Cn59HzJWIICRILJLf9AaCYKp2FQCWWCK8FnWu57NZ3TYnWwi9rq+5Xrz8hsaquhVr1Qa9sF9XciE3ihFBdFJlY25vZin0I11QPxHsSynV35LHYAkEp2qnRwjEQRyfyAGrBEA5trRFxQ354V7GPesLp7bIb3n/ng6yBO3pc3Hnxdyk8F2ZC6u7FreBFYthSPcgKqgD9GoK4yDAu5vRjOLF3oi9DE2KFw72BKxD/bi4JAjDtHBMTExMT14T7lkR3eifJhhDE7XxBXfSZloE5x6np6INO1Tu8KtkM5E7VOY1WS1iwUMYqSRM5iiV2ONE2S0MphCLaMkA5QmGzZXCLNXPvMggo4oSaUUS3zUb+irQkhTXrMW/mpNtBVPFNGh3HKDWH2NVMJ4YsWQlqMWtFUq/twkl9tylhwVozrIFmk3BFsvfJ9vfL1cxcNHGhCCMXIHOyanxW+bA0Iq/WAbd6NJVciAAOJcnTAuFUqzSKOYljZUU7YL2/rV075d/FSST3bRnQSsv3g4bxugH1GG/99rpBCvca0MFUJfJGer0kvMYRFhB1TmbbXZpnP8y6+PNTt9vJjPYiPisWjfSz9JDax6as1y4CbQYLXpa9VtHclOS5fcyFhRMTExMT14X7jkRH1axT/9CItSBMO5tH1bdzknMrP2dHNALp5Erqckee2IpWMKlH2okQh9No1jNqaoUuoGvf+XnZ1cgQK5dJczDc1rEwQZIgl5B8QfE8njec9di0TwRPwvus9l1vlYgEuhaB2ZH0qweY2kXyORULN82wSoxChMK6OK6kg8Xv2QAlHWxxH9XBTVVhpSeaALqy4DuXXclu3bcjy1SV85jr7ZUqox+8DOeNsx/aN9tZEB6e6UaU21AQXS43bxT4SK99RmIkvV07XD0nzwU/537YceIi3mhTqa2lAqZ8zpEuhrmwcGJiYmLiunDfkOhX3HgnENTmqBY3560plshGfLh+x3A3qGCchnZEMs4o6iGm0p1Hz2E0wzOIJYONSOniMp8SByKNiF5iB5MSkoWL/WQcaMUZH+v5spGkLDoIWK39SxLk0qu+IzEbFyjWz60gSSFVzgslEGvFPEALwmgBEyOKSKoxmt/bvd/j8d3nXfuRCsaic55MkjhrVUezyXQRdabyaxXHM5AUZFrUv53OtKy5DWQKJ6zpIWQ+YKVDTTYp5nf2CpOxD1Jc6Ne1rU+kEJhqTosWswFaURlKOPJDyLRglQNWSXq+0DeRzMcS3gDMi4y6aHUktj6Eg6VBCxGITZG3PvZkjhJU3+7vAcFuFO4L4H8rA5k+gUju9/5+aooIFSzQBZ+LXFJFJhswTExMTExMXAPuGxLdKcsnyHO3vWUex2IddX/ZEodIcNQGUeq0dFQFCyWAWiSaqpEMLzKSTZFUEjdcg3tyWVVjZnWrni0FZynjwBlnfESijIWOlUiR6DkAIDFX8pNsqruUppQW0WqG+lOQSFVxHxS0a2EUgka0pVStC+TWASsOc0wPoSDhKGe4KVrQ41gaUYxoZoqWAHIggUjBQi2uj6ngYAT6IXpWr7cca0KI97OfO0tqhUfCokifFfCoOQFhlQWrlRxXEt1KYsd7TrbIsj4DhG4hYOtPHURAWl+xZFOgGUc5Q5FU+2aVVGcBYka2NTQ8B4pWdGbrga5WEwjYUlIyLZpcYijW626xaX8f0YrB9Xh2wdacpk4rEW+VJrvBEaEj0OPfkxPoRBrF5/dyKZcnwLTMhYUTExMTE9eD+4JEf8pTPwn/174SNDSvbET0go6opLSbUu/tIABOEmix8tj+HkAlm91UPqgrNNLO5SRef19Yya6r0DWPOGRbeLvG31VJ9SQNV6qbVcIJZ/cTSJC2n2vJ73EVmJPEFUacZWkKb6hEGP24gjAYiaonSS3+4jaXhVbLss5Y5IhUjpXEewlvJ9BHHFpGNcynjgzmQbkWxopley8CKWyLBlHJ6x7cw62LQ3Uew/3ITvL9bq0SCuRIWEyJMPsQybkVnKnecOnV6G5bV7KDNzrerDic9GOPanHzsFutQclm72ml0aMNZSTQ3q7NjMygrNdZmboQ9OJFXfZARJgVCwEiehzAHwbw8QB+H8AvA3iniPyLa23YxMTExH2O+4JEd9Pfthhqo9qhJytj6ePuWAMxiARmz2sNNLIcSZm+ct2rTuUX7tRPIiAZYfb3Tp4TCR5KR5yl1RToViTFr2ckSrWCXyVAuiCRh5g2VaFz/dkbGGRarL/O2vmEkLEgF66Krl+TlzgX6EJJB4NAlDsFdKHcYuoGhX+hFUlWHPKzSrqs2ItQUnsEn+EZeRhZEp7Nh9qfbhFJpmj7+/gcxHZGRRgA2BMwxkV+5wy+NJEkYTV/OKgVaXECre9pcwx/nytBbd8VSww5IKt9JHiLI9zTHJ9xb2+9Xht61fOWfvt4nUwMFhtQhiSSIw71fsfFojT0dafgw3O9zc7hJLqsdZHqpfAALywkoq8C8M0AfgPAEwCeAvAwgM8H8K1E9MsA/gsR+ad3ePw3A3gtgN8VkU+zzz4KwA8BeBmA3wTwH4nIBy51IRMTExPPU9xXJJrQylm3pIb+H9nT5LnPi/bjjgsIgUZS47lrBT6x5Affw6sWxoVlA5mqC+lq+kLRwiickUhfF1qNoDTi4YS2hFLg9XqCCtiugAFpJEuvzz3e/cBgM+gQP0bqBwSiecGqQsfBw1bdjfCe8Axi9z3H6n9JViNcOdzPtlAvS8JaFqxlqcRdiTgj1wHCdnZB70e0M+xHsl0Ufq+7qn1+RcN9ifeHgxrtMX8e9UcEoGjKhl4TQcirNVK4d9QVihEQtkahcN23UOHb/RfEUukxzWS8jjiMS/Xvomy3kfYKbGeJ7gQP+MLCFwB4jYj8/t6XRPQZAB4FcEckGsD3APhbAP5u+Oz1AP4PEfkOInq9vf/WOzz+xMTExPMa9wWJZuT6D3ScJpYupaBNe5+HaOlwcudK2ma62pI+otp3lCWQ6X6K3pMqaplrwApfCBKrM9X9wN0rrUhQJdZVVY9dy1hU7bRFfdE+QSFNQSBws0mWfWK7p97vkecsWkpchHYXyGn7zuljat7nhaysOHnsmd5LL1/NJcOtOkKM1RYHHuUMz+YD1rLgmbyEMurAwko2D1a0JVHWz8K98xhDrR5ItSqgW1v2BhWepuIpI6P/V0yDFZAOLoZBjUfACaR7Pgq0JHwuZAtB/fiMxIKVuQ6s/Bkh87KD9Ziecw3Lf+6fU6kDumztWksrIuP3Ktn1HJi75Bciqfu6ou596OrzEu/fTj70ni3m1ID2wnjAFxaKyHfd4vt/dMnj/ywRvWz4+MsAfKH9/r0AfhqTRD/weOI9H8DP//rv4XM+6Q/g1S990XU3Z2LinuG+INEjga5EWAqEzl94tKsSBqI1fu6Ucu84kTyvsj2v+2hHeBJECsqzkuhj8/cOlgQnrjkoi7HtMdXBiR8NU/R713DKBqPtD/aHwQ6xh/E8bbHcOBjZI1isMYEWYVf4oP5jVkuB2ySykedcmhLt5c+1j9Dbc6INRxjF4wJD/+21qz5TIZbQjzf21V6lPkJYnOiFY0hLvLuNY82qIftCUM37JpyZ33pB0WEbs7aBM1gsJYS2KnFsN0NCYZ/t/SPz0Ju7u9Jwu7DNsaNlI/5dxOd0DwItxsN+gZfFA6xEE9F/f973IvLNd+G0/5aI/LYd/7eJ6GNOtO1rAXwtADzyyCN3oRkTdwN/+m//3G3v8/QzR9z4nadRRP8cX/mxL8QLHz7c1jF+6Os+97bPOzHxXMDznkR/2o0f1Spxgwq9p1CNKvSotKk6GdVUOqlbtyIU7dgtNo1tWr5XLCMRKWjESqfrBQuvVo77JhasWMz7HEtRZ6SqQLsyHI/rC/Nc2dU2euU/O3dXDEXfZ7SEh9o/QzEN30fP24hYzaFGI87jEML72VXU8T50NhdCXaQXFwd62sUz5WEcZcHNslQF11VoAWnnsre1+eWZSufBZipAWVBI6v7saRIeXRjuHddnC919deXa+6jsDGz8GRMrQZmtf7OoKnxzTbiZtdhOttMkJtuPQWQl3cmVduAAn8mgel2MFKpn9okzmsnd+ry7f7Y3qLTB3g4/1dmZRqATBb+znVe/a7M07f6lqj6z5BoJeMcggB7sst9PXHcDTkFE3gjgjQDw+OOPX963M/GcxQefWa1AmNY5+OAz622T6ImJ5yue9yS6VdUrfVlqs3EoAbJt7R/2um8gtntqqENgXtdYzc+VSRTITuW1U+qswzOinUD79DyjYIH6n5O0BYQeYdfsFSHxI0yvO1H0fGUAqooT1OMKsySEazMNEbXk8+b6h8GHxN/3fdgRlWDvqLzadh141O1Rauyak0MnpTflTJNAihPAfXW/P38jvLW0uQ2W2GIOXScf84679u4sNtwo90PWdxwwOJH2zwpQbShZUAm0hH+Q2AY6qM+qK+2i21tCRRuExJSOYb1AGDS2rYOVBT4QGrzORr7JUlTi4DNaX/w88T7GeQe9Cs0dF2Jkvuz/fuiBrlgoIt8b3xPRC0TkX9/l0/5zIvo4U6E/DsDv3uXzTdxD3Iki/MR7PoDXvenncVwLDgvjO7/8M6elY+KBwfOaRP+hJ38YAHryHKCfNzVZ//HPgxfTibZbGXp/bwHARDVWroBBFBJAxAmHLkz0ZkTC5P5kSK9Gt7i3lpKxsCrQjIwka2230NJlTecuNo2qcnrGRzAyDnSshCaRpVcQIUOj6bjGrGmucyIGGEjElfY4GgHqrR17AwUfFHTXV1Vo6Y7tiy3r8Zy27S50o+rBPpaEXBJy4VYkhVAX5MXby/BCH6Umf2ibiiWq5HDvg5WHts/UOJsQv/dBDdCU/lP7VjtFSVgLY81kP+gU8diHI6Jy72q2F1thYhzkuBkEaFazPu+J/dlpFQgXG4B5aor7nAlexr4gx0FoXDMQB0hhlCW0tTplG3Qu9NDutd0WZsQdiOhzAXw3gI8A8AgR/dsAvk5E/uJdON2PAPiPAXyHvf7wXTjHxB3gunzJr37pi/D9X/M50xM98UDieU2iz0NHjI1MV4tHVFLD1Hz3+UAYsxHPTlk0z7WT1ZY4Yeo3DQv8jOlVVdO8u5G4Vd2uJhiYH9gJE0IOcyScpkInWBSeLcyzhmGlQ7dYrJpExIcZBSw+oGjKontf96op6nvvv+A5Hshzvb7hfVyQ6Ckf0WoSj+HnXY18uhe6u+e34FPR3hBTWOJ3/v3tYDfrGVt/uX9erO81maPF20UC7bGHRK3oDlsMokcgjgMdVbaNyFuyRvQo6wCnAKLxgkJmBannbdGAXeQhiarb2Fo8WuXDrSo/9pEXfnFkueT/fggPdMRdwN8E8MegBBci8o+J6I9c9qBE9APQRYQvJqL3AfgrUPL8vxLRV0NTP/7UZc8z0eO6fMnAnXuTX/3SF03yPPFA4r4k0VUJIxiBNlItVCPvVN1lozS9ChptEk54SaRWpkuE6r12NZqpQIQDaWE9SySU9TxSjwM08uJqoUb1ZSPpHpfHyFbQJEbLOUF35XChFUu5ibP8DEjUMEKpgFiwkpJxHzA4iV0BsF3zQlyn7TVOrVeCo42ks4SoiN/SI8LgwYnzuOgsVvCrVQ4LdxaNquL7uQSd9UPktBVH85tR85m9KIpeNyOjDUQ6S4hdy0iER9vIONDafIa2gNDJbRZWK4op6V6WXf/xc/Ks+xwW88onJc91oSg3/3lV9cWsOLxoxjNr2xe01Ax9KrMR4RXEvbLunubFCHT01Xt/FOs/xybBBOhmelyB9szsqEifXZZEg249cnpAICLvHQrPXDqEW0T+zImv/t3LHnviajF9yRMT14PnNYn25Aag/QMeoaW9feOiSnTIGyb7bI8cVZWXlKC4iqvfWwllU7nhJbErXRvJcyB5FNoVVdyg4O5ea8xfRvACh2sktIpwZPnKqjRagQvKoODf9utRUiMgYazWbwuj5fr6ojgny0ObRjjx9TLioyId+9hLYPsitz0S7X3UzhvOdeJzwNYXBt90HESdVPQ9Vzr43i+C81ToSLC9Le6HdlsMN1s2mAWJBUt9LUaiWz+2mYJwDrJjAiBJYBQ1qwx+Zd8/mZXF4TMhvkiwPtOhEmJ9HnBKaed6rmbe8SNxjcoD+sHQneJB9kQHvJeIPg+AENEZFteyBgAAIABJREFUtADLk9fcpok7xPQlT0w8f3BPSTQRfSI0uP9joRznjSLynUT08QD+FwBPA3idiPyrixxPp5e5Jl0oEVTiuCnoQNDvqgIdPKrwpAKuRVOysPFTQqJiqqYV1Ni7Ngj6dALZvDqZAKMeD/Ay4lsrR1WhyfN8XZFuXuKerJdQEU5fRQjMpmzvLBaLBO9YCEwWD2cKZopKoy9q3Im1q4vMgiVgr4od0PzD8bhZNJmixtVZ22KZ8FjRsSrdceBBzVNchKyYiRdl0XYUI4LF7vVatiS6u28U4txu0+bh/eqvMVouno+5/SESNfJ8SAWJSy26o0kYnv3tCrZFKhY2b5I+F369HpdYyO9nsx4hWpPCILDeN8ntO3GbT78495Q6L2iqs5Znb4MWzxa/NIkmAh7sdA7H1wP4TgCfAOB9AH4SwDdca4sm7immL3li4npwr5XoFcBfEpH/m4heCOAJInoHgD8H4JsAfBKAPwvgDRc5WI1BAwBLDXAvqCdpnAclqV72OdWFbk6gXelV4t1UaCfirmpHsJF5hxNWJ2JuHvHYOaDZH2qhCkFXKKaetyqX22sZld7uO2nkKKFYFb8CpkaKAfetmqO7JHjxjqjx7xVTcbK9kJK+hTVVZKFAwkJMn5J0t3gIwBmLEFbWctNgIJcg1RuKUPUCV6V7UKJ5INIAcCyWSkKkCyiBVpq8JHjVwNiX1S4hUrOkU/j+MvBjJypYEiGJoHDzQx+SKs8HzhZ5uFafcrROZEm4WRo5HzOmiQSrsMUnZiQqKGERYE3WCAQ6Ig5Ga9+IGmNa+kf7m/B2xUFJLQYUrDsta/xyVgwCdDHvFYCIvhhKRBOAN4nIdwzfvw6tqMi/AvCfiMg/vpKTXxIi8n4Ar7vudkxcL6YveWLi3uOekmgL6feg/qeJ6EmoepKAutbqQv+yPvbU242sGukje3XbBtCR3JO+2UghdiwLJ68FbaFiVOP2Cm3E82uRiVJVVp8W52B92D3XcJ56XDqf1FVFVdrxVRm25YSD0uznKZCq5O61K0b01dLhVKqq3lTvWCSmT3ZQYqoxaJroUSDs5IpNaW3ksl1v8w874QWc7g9E0BTtViEwt2t04hmUdR/EFJLNQtL6/W1gtLBUfzhUOGbSp9j7MLFWr4xFd1JIy3DENBB9bxF5PoNCnnkNLRcOqUK1DnqyXWcL93P3eGdbsoWIm+vqPDUtyi5iMDjVvytPvblVDOQtQbiSYitElAB8F4Avgiq5v0BEPyIi7w6b/QaALxCRDxDRl0AzkP+dS5/8EiCi/wG7d0dxl4qtTExMTEwYrs0TbeVkPxPAPwTwqwC+D8C/BPAVF9k/S6pqmqvOlaSEohg6FV02ZKb3aqZBiewXrDlx8mIZGnOXnGpWVdCPUyJZrFu0NrA2rJLKmu4xFMmIiARFp/Q9vk5JlmdLc8ntmn3xo2SwMJKsECIslhctjEYk0UqJw34v0AckkujqVSZVZon1uwNnsx3kujDNUUzD9V7wvnQyxyjgJMhCWLgg20JDVyu71Ao08hytJvq9K7RU91WrA4CaTxwHPI1A1+Wg5i1O9myRKexK1sv2eYgqvfeNPzdofmQIlLhCC3MfmDYkvZXdbmXfE2UcaEWsBqjkOXjbfYYC1BWeYdJM6WQzDkwFxRI7CqnPnyQWlrF4Q7FhFGlyi37fYh1pmIERMFQA7xXp+vcQvOf+vNVqkpdCG8heEp8N4NdE5NcBgIh+EFreupJoEfkHYfufB/CSqzjxJfEue30NgFcB+CF7/6fwHC7EMjExMXG/4FpINBF9BIC/B+A/E5EPAvgggJORTET0fQD+JAB85NlDAF5kBLSYmsZgy/1lyRY75+SlLSjsiPSOiuyocXSxDaPCGSb4Y35zJKKnVMym/PYknWv4GTZExfdTpZSqjcFJt5J1Lzxj5NKOrwsMG4lOtkiyqr9w/3CwaVj8nps5Ep1oC5T8qXrqVevyhmhGpf/UcZgIKFCN3Ah+lhbB5n0VkymiEl298ZJUYQ/d74sMM6hvm0StfDguqa0ieruHxqv1ZiDPexhTWnwQEq0/ntPsJHqh1QZJa73HPnNxEQqqvnBBhtlk6jBAe8TTHIpwta5I7VOqC2D1+hgUBkbd+WuEpJWKRBsg7v19RfzGb/wGiCgWCHmLiHzlLS+uNuTySjR0Nuy94f37cL7K/NUA3nYVJ74MvNgKEX0VgD8qIkd7/waoL3piYmJi4i7inpNoIjpACfT3i8hbLrKP/aP6lQDwqo/6GMEHNVfYlTO2BYNRaWwqsipoCevGwxxVyWYvyCjm23XEEtAAgjWgKW5jfJeSWOhiN7Q86KhSOr+oSrSpx76gq/quqVc3fXGYK7kebZdkRSoruBxBJYPLUbcTn85Xv3hJCQkJYIAlAQVaAEOcWDZLB1FSD3VVYxWpEl8jfrRWBToqpif7Bk15B4CFVztuNvXYypoXV/pNXcVASMPvfk9seIWM1KoailJAItpkRPs1ueociaz37+jr1jZpgRP3AJ8ijJEAu9VFSAdf/gfI7ienjAMfkVCw0LEOrGrEItpMSuyDdj+kzqRE1OtXTRsLYAp9U8Djj6AAtNQFqfVaQoXQ9mFfsEjQKnl2szl1dsdtLcDLX/5y/N7v/d4LdjvuViAC0oX/F/ZiInpXeP9GK00N7FvIdkcpRPRHoST68y/czruPjwfwQgD/wt5/hH02MTExMXEXca/TOQhaWetJEfnv7vQ4jzz5s/ovnHk6AS9nPVYjbP86uoc5/uNPIr1HFa7Q5p6kOOkLv/v3pdYyDPnSZgmIRG38PeqfLE6i807p8tTt2x9DahW+Fm1n0+7BziFgUNHYuySklRDNEqKDj9QSQZxACwHQSo2q3pINCnriyra4LyZ/xAGGhL5ZpVkQvC+FqCsyw6TJE65Ea5KJqdN+7TsJGv5eFxeqMlqMqEWrjgwWiu53tFQR/1koI2HtttM8Vm6LQF3drs6N/UWt1X5kMwndoIqkVQr0su9Y67MxInrvm0rOEC5K7uv1NT95HBhGIu5Fd3yGgm1hrm6nWSC6if2lyCnn//Z6/TUSbB/kXAku7ol+v4g8fuK79wH4xPD+JQD+2bgREX06gDcB+BIR+b3baeZdxncA+EUi+vv2/gsA/NXra87ExMTEg4ELkWgieimAR0XknUT0YQAWEXn6Ds73Gqii/EtE9I/ss28TkR+/nYP49LPAp5yLkWDqv4Pg1OIoCgSV0ZTsbpvhn/qtr9qSPAYCHS0BMZkjUMrOX8qS6yCAS/AS8/nxXd15xNXBQSUUAWOFlIIlJ5SS1fZCGZkSmAQrFhSSXV+tEIcFfASiDBYrM26qpyvjtSS0ddMqmnhysxxqKkPXl9x+Z7MseB53AaNQQrJkh2iTidc/QomhkUHLNh4HVt0xAoltthS1UqjC39RgaQ2GV/ArpIOgOhMC2jxr3aBiWLzq51+C6n2gI5Jo0Zy6HzEyLYheY8BUZPLBUgF7eW5pz2ItgDNYYcIjUu+fRt81/zoDLYPaleUQK1nbZ38PvbWlVD82BEhEdWaIhZD4Cqj01XiifwHAo0T0cgC/BeDLMazNIKJHALwFwFeKyK9exUmvCiLyPxPR26AWFAHwehH5nWtu1sTExMR9j1uSaCL6CwC+FsBHAfhkqErzBtxB1SoR+T+xP3V624jpFl6Zjsy3GdVGJdP72E415/Z+Z7t67kqUCoi4tweEpIpGK2SX8MXjK4Feq5Ks8WLmVe0SLho58oWOlZiRmUaI60/cl0oGMVX7C3NBMTXem++L8ZxEk0q51seCPVpfzw/C6gv4xBdbciXQOZDgRBoz5zF73u8U+kstDGEhIjWV2/tttFDoMZSk1ii9qv6evgdcX5vC37Il3D7TZyT7DIan8VUFmpr6PVYy9MFAnbGIbbcBXTerALVxeMsltMqvlwUAFxQhLKz9SqAu5jEWavH9EI45DhBV1ScgDAyEaBsr6WsLbjFQqQszXSWn7d/VHeEKPNEishLRNwJ4O3TF5ptF5FeI6Ovt+zcA+C8B/AEA/6N5yddzlO3rwGcD+MP2uwD40Wtsy8TExMQDgYso0d8A/R/0PwQAEfknRPQxd7VVF8QeMYqEIKrRWt1wWwm3I207SvF4bKCRiQJGkmJqbr/ALFZ/i9P23bk9v9kU6CXfVBXZMspW345boZZWejshUVGLBAHZkh/WdAZ2BdvMsVT6BWFcci0LXX2+YgVPxJTo0siJZy8zzGJhdgmITsur5rjUSnSAR7Bpe1dPZ7BFfB6tJ9RsDUrGbFGiuM3D9qHUBg97ZA8DYd3hZh1pNGU1Qh28zb+uV1hNJpVAj6QdaIVL3OQQy8bHtsU+8ZSK6PFOZiFJZUUqR6SiT4AwAaEPov+adSVmTXxZJSFJG2z5tesz3rf7IlGOek2pkmpP7FCPfFym2Pzatb+llRmn0CM+cFouW22QCLiiioU2G/bjw2dvCL9/DYCvuZKTXTGI6DsAfBaA77ePvpmIPk9E/vNrbNbExMTEfY+LkOhnReSmr+QnogUnFt3ca5ynLJ4m2P37eqxAoH2B3x7xdVLluwoyCpLaEAJpSWYB8EV25xJpEZArjyVXEk28bb9XqgN8+l3NKBlKpplcZVbizHHgEFiUhGnw3jOsP06PSBohdiKlCy+VvEUFNsbXASE+r1aos8/JMqhtAVwJpdebzUVsdqGRr6jwbu6LhPi8OthQ7Hlwx+P43dFrZyv1HgYvgSRG5T2CQx+M7RrJc7W2UNlV971Vjljefl9913uTqh1GVXj9vlVddMR2jkq0t1vMBx+zpGVI7Bj7cGxXJdJIOpy19olQlxVyx7iadI7nO/44gM8Q0YeEiL4XwC8CmCR6YmJi4i7iIiT6Z4jo2wB8GBF9EYC/iOfoVKGT5Dgd3RZIUfVyAjC7A3UEwr3JqRzr7+Pxxe0bZBX9nOgJV2JaJ9yDur1pqy/UQyDStviPpKBgqYsDtbqhk7DgLRboAjxTSBdkFGZNGKGEpdwES9G0jlpKnFA4VXW3WIJFES2BvWZGFq8YCAj74jRqajEDANeFmQAgpVddgUZcXdV2mwiTINv3SVk6Cgfl1POtMSzYO5HLHCtM7lklyEi7Ixb68AEJM9uCQaB4uggxChMWmxNw1Vtwa/XT73ztWxtIrMIopT13CxOEChZusxjqk28LQ9lsE9UmJE19HxdJ+qJAwlZtr20bLCbeZ1Rpd1s0WW01QBsQhsSYOOsTEW0jArJnJdXtis00XAq3l85xv+PfREvn+DeusyETExN3F0+85wOzxPtzBBf5F+j10EinXwLwddApzzfdzUbdCmOiwkVQSetOPnQk0rGyny/Wq6otAbEiYlRJdf+gOp9HoNF7ldsXA2l3b/OOj7apvaoIMhir9wcBxEtVoYkSpPZZs0eoKtpMHa5AizQ7hwiQGMgqZyILA8WItCnR3od7lehq+XRrq4h5dgmgQsisvujicXHUk9QN4Yv3LRBhv574uV57I4Mjue7aVgC1AGu8oRLHlpW8l8wyoqt6OfzunvBcuPYDEenzRm12oZsdkfZMuk+6UMx0plt6vUeMynh3ToEtIARY4t9M21fIFeiLq8j+TLoXX8BIEDSn9yUwlWgA+Ha0dA6CZu5PFXpi4jmOP/23f+6293n6mSNu/M7TKKJWy1d+7AvxwocPt32cH/q6z73tfSa2uCWJtinCv2M/zxlU0oumhp6yX+grK0kasn69rHV3bCmb187+EG0De+QOPfnwtkXPNGCWisFuIaZoCydTjE/5a72tNsXOi5XQVpuHgICkKmahY1U4hRgrn6nKKkkX/5lnuQhhze3HiV5iQRFGYsHDB3Xy6gK48wlcHBM4cVTiB7WBEGMpSSkZM1ZaVPW1fitIKKI501lSJYDjOU6R58WfEW7JI2thEAhrSCLxO+TtJDBKYrPoAAfmVk3yxPW6zcVfs/VnLqr0r0aejzmS6NA/rPukjkTbECcXkCQstIBY9Pi04OhEXbbPYZsN6BV37yu3lcRtfZGiUFHLDch8/b7AkasOH33le4MLH5jGv6222NcrdF6Binw16RzPa4jIDxDRT0N90QTgW2c6x8TE/YkPPrO2WVPR93dCoieuBif/FSOiX8I53mcR+fS70qILIHop+wi55mPe80Pra1+wok5lky944lrkJEbMiSu4pNFrHjfm5b7zEMGWLFbPy197Wke8CqCEJA2CcKp+6EIJmQ9Y+UwJJHqCGO0JQFNVM2xbU4mZSltEaCQ602JL+LiRMLeKFCXQxxV1pLu6JSYBonXAkaySn5fEjn7fUTXPokRrrQTOSRuwFgIR4ygLUIAjn9U+ExCOogsWvQx4JWc7ZLaL/IN0iRR6r7i2g8gWEJoKXCP9SrD3sBXJIV1aF1Xt6H/2hYRO9ONCylz7Qi0yuTTFnkVtLKX2nRan0efMqhSWrJYcSbXqZFmsQicIqyydCh898/Ee+Pd5uDfRN05Gb1up94zi1hA9oP0d2EJGGyiOxL3dEH8ZyHT4e70caCrRDR9trwnA5+nsxsWKWU1MTFwP7kQNfuI9H8Dr3vTzOK4Fh4XxnV/+mdPScY04Twp6rb1+g71+n72+DsCH7lqLbgN7to5T8XTjFHxVL4M6rNRII8U8wgswW0VHorn6kDOssp4lU8T4OZ/GthPtEGn7yvzGxXzWhVL1Lcdkinp9QeWupDFcXi21TckWhiUbYPQK+sZjLOhGuGq9UDtHVJU5EOgD5xBpVyqh0wp5TtSUoo2V9CrZcwJP3FR0oPbramp5JWk2QKgzEMNMBBvJTZQridZUESXNCYJivuzNvRDojIATXyEsrqCHyLhuH+tL92bHJJK9fq7WmU1/UH0WuudVBJRXJNIKlKmsEGYthGN97/0VLSrxvNWms6NAA22xJ5H5n+vCQqlEuc6m2DPFyJthdt9ubGZjrhSEK0vneD6DiN4M4NMB/ArauEigudYTExP3EV790hfh+7/mc6Yn+jmCkyRaRN4DAET0GhF5Tfjq9UT0fwH4r+52407BSVMzOvj0cPMzO05Pc/vCOp2yFiNZvhAx09IRcCFq+wgjY0EWrlnIcXEb4OQWtWR0IsYCLYudqKdvevyEbMK3kNo4Vj5DpqWqjXqNgpi64P3QHcuIjsAWb7l66gvmLH1iHFjoAsJTfW6KLAsOXPBh6YiFV5zRsRar0UWKjFWWbjEdig0URFsLr0Jo5KwYyT0WADir/a6fpXosx4J+YVvsBy2aon3ufa/3k6vvOkPU4w2t8CcCrKUfVNU0kvCEtYi30N9OTKXPwz6VImI9UBMviPRcWXzAULDyAcQFCz+LRbzsdwFW8xVTUn904hpxGAeF0evsZH5MSInkXbkyAcMixdi3fjwvZqREmqqFKG5Tj2GzHz7QG+1MJ1c+XhCC9vf6gONzRORV192IiYmJe4NXv/RFkzw/R3ARU+ILiOjzrVAKiOjzALzg7jbrNJZP/AQA28iusJzr5L5toZf7oY1kGKERU0MRCDTgSmqbti9QddSn8D2BYVSMNe+4FbrwsuKu6nVtIwLMalKIkflQs6gjIfOKcn6OU9dZjDzr8VKXqKD90JfRVpJtJJSBxIRclFQreVYCvXBB4oyFVxxoxYFuVvvFioPVvGuRd57AkY0064ClDQDqQMU9ysLVKuGqbiSl4+xDrJjonmVGqeXQu4GQq/agWoglkSDDfd9NGuZB3R4RFxHGfj8FbSvZdUvnJ/dzFQRbByUbTKVWCEZWlELgckQiQsKqkXZ+rNBH57Wla1d4lpw4u7XjFGL8XSbu/hajZ53rf0ubmdHO0ONckkTrasWZzgHg54joVSLy7nt1QiL6TQBPA8h47hWemZiYmLgnuMi/QF8N4M1E5LFJ/x+AP3/3mnTn2COn/rmS3OYDjpXjPKot2yLDqK452QaCTaIq0IS1NB9sTKdwgqTlnEUVwKRL8qKnV1Xo3oPtC/9WWdQjOxLeqsBKTxKl1pJr5cidylBBkla+uirWaAOQQyp4aGEkdnXSzwmcHQrOUsFZWvFQWvEQPYsDHfFQ/lBNAXHlnEjUM168fDdrIRNqJNaP6+W2CwAIQ0rr66ig+h1ZYIVs3EqCVh2ykenczUroPZM6sGHfhwjZSlBHP7f3cyyEEp+HTumtxHcgj5UY6/mZNdVE2I/RE2iBJneAF9yUM4CAQzoDAKSs5b+pZHA5YrEpi4XPcOCbIBzCwMWXATYVXfvbS5NTtyjQr7U+I+T92/pzb2bHFWmWgoxQITT0Xy0b7sVa2kHw/7P3rsGWbVd52DfmXGvvfU7fpwQCJCEhGdCDGEXoFghUIREJiFcsx4QCGwtjYoSdEDtAVQw4ZQtjB8LDtoq4AFlABMYFRcCOUPEQOETgYCVCmLINSIGSLJCEQFzdR9/uPmevNefIjzHGnGOuvfbp06f79Ol7e42qU+fs11pzzbW69ze/9Y3vI+SiQ7+ZWphoAMCbIED6QwCOoYKn29C38kpm/pNz3sdSSy211B1bp3HneCeAlxDRfQCImR87/2Fdv4oMA3JbHgU6tImFVZMa3N/U3v5GtTLzHrz+dWAKouu2jSlNzoECyryNQUYZ9JZ/sVorAEffby4cRXOtTDd2tdseODalWmFjcZMCqFCANMNEMFOXi6hMdBcFXALVNzkQ0AUWJpqE5Y2UEHlEzGNJggyq36bATeJjOS/WEBlMjoOG/bQ5lvOL2vCor9n7G7CnrDOVo+JmoVGnRlxF7HUL/bB7GkTiNjJdsHhWttEFowXU9n5wC7ztamQwECRyJGUAKgsJLiiFUdl3c+AIIUnDaZKrAeonHiiJn3lY69IwFu1yRF0QMrg5zoz2+i7jBhoA7T1hrOaY4zInbuHoq/13anPCesZvgU/04s4BAD8E4DUQG9JbkGCz1FJLLbXUaeq6IJqI/vbkMQCAmS9ME11cH1BZLyAUphWowM3gQGFm9ffIcUbDHIuudm5/XmJgAGp0WlNpRAtOb6pNbAptAmUJR6FYoq2tmZGB0kSYoJpi/V3CVVwZGIywhDrVq+oWR2XaCVwcO2jm2AAgBgnw2ACFFTY/Y6s+ptJI2NEofCfXH4lVz7MyVwO1HTKyEPINgPY1dfiAvjeoC8gqjFiFEYEyVrTdWVDsuxMh2+HCnnbBZC/GoNY7Fr5kv1U+NBf4YtZwoBpIUo5HrxnkTs6AJlG21528N7EseRJHDOixCiIr6ikiBAZ41IEyQpYFTGSxBBSHmDrGwgwT7RynjbuRHqG6mZhmf0dypJ/xjZz+mrL48+nxZzf//nzcklqYaAD4fWZ+823eJwN4K8nJ/wFmfsNt3v9SSy11AbUEvbR1GjnHFff3BuLa8TvnM5zT1fRLuIBFErEEUEF0EwVtfOUk4c5eD8iOva06VdlH67SQeP+Xt5dCZCbECfucQU3Us2c2M6lvM+IOYJtWtfbjovHdmSdtADPXXmNKC4BS0C1kpXPacPHMQL3V7y3jmAJyiAiKG829xIeMlDnRfURUcFYS8KjOL0HYamu99A4csfwk0TwrEx1mfTZsDhyzDNFLZwptsp/NPQDSJskyx3tkDWV+3TijY27rb3N2ESY8qwbbLpB9GNAvAHOINb69+QCXAJba3Mn1boc1R5LJKkTGUdh9qvr0InHROfJzv8O2++NzrPXc3Ex7F+bm8aZqcecAgHcR0T+DJMke25PnbHH3Cmb+IBE9A8AvEtG7mPlX7EUiei2A1wLAc57znHMcxlJLLXWWuqigl6dayMtp5Bzf4x8T0XcDuN2sR1NT8GtVEt5mmGQDdY0NmYJh/zUst+QZ2YGVKUs5dV8QACWOC8Ti9mBaTc80lrGYlZmy0HZL2hoJi+/0dRi7rEz37BzZGB1A9c4Spg8ut/IBUOD282j1vsEBrKSuEBRyYVZT6NS1RJxLrKaOIoURRg0vKXcIsul6VY6gzGdHGTFkbWgcBEhjFI2zC6yxUBw73jqGDGZGRwAjNzIZ+5Fz2IJuLw8p758soKbv82x0aRQMBGSJTxctdquhni5SGtmIeoln6uC9le0uQGBtqORUQLudY9n+5A4/ueNwjYWREqxzwJef07o4aBcWU8DtRTqedZfxmPxn/+LnVGXe6ksdQMDz57nnGOdoccfMH9Tff0xE/xzApwP4Fff6GwC8AQAeeuihW7hqWmqppS6qlqCX3TpLa/shgOff6oHcSE0bu8rz9mXNu/9nT4G3fywcYWVuT07h2wVQ+gci5JvL+/+arnZ6m392fP6HaRawNcftwPpU49yMdw8W94ywl4fY8RTZi1tAeE13htjwWbNiQlS9eAvkTOpQ56O6aLjBKGBWSQrLefHz59PzCNzorstmJumSdpwmu5AUyoBIElZSPq7jC9yysB7oG7ObKcyeFxvXNCI8UEZgLo2VPLNw83pk75RRziNIQCNr16f6SV+vdphxdyx+oQcAsYgveHLMSQF0u51ZRtmmhQHodVHnpp3bW8FIn2YOnurFzH/5du6PiC4BCMx8Wf/+PFyg5elSd3ct8oKz1RL0cmvqNJpon1wYIclY33aeg7peGRAxoGasp3eTsJrKMk5yBChAkrgB0vb1z9p8GJzG1L7CSUHyPmuxKUAqUIsqGDb/5uQ019Oy5kQLd8neScT5FJu2uAFrE6DsmVoCo6OhsLtWY+jFr5n66moCwsB9AYw2v9OmzQJ2QwWkAEojoE8m9Ox7RihSC2OizcmD3LmxuTupucwaCoNqx42RzhDruIR2jj2bHMAyH8VpQ2D8UBh+atjZ3f0CkTQpkSwAxtr7SF+3ay6hC8LB9zQiYlRmWVYgFgVfrgOK9fky964d0K4daoHvdJFUz1OVxzTHM3mfHdt0oVrvrNSFIOn9Bw/kZQxJ9sc3a09Hiyb6YupjAPxz7Y/pAPwzZv75ix3SUk/mOou0AFjkBbe7lqCX3TrNt9gXu79HAH/EzOPsWbyiAAAgAElEQVQ5jedUZfraqZOGlf9+n8oy5Hf7mQqE29vy9uUvGlqxaAObfrr9jP3thzNtwvIM5fUij/dJOYQ9rZptD+JMnjLXiDhXDShSllciplNhdJkIRBGZIxKFMucZ4kPt3R78wsazmcbmGtMZJhpjY9VBQJq5iyDbRgNcDbRBtdtzdx/mjlUfAJO3T32oiyGiAkv7HDMjUNvsacecOSAow21XSEYLQGXbmhCo+ytuIwXIpiK3AVC058ROJhIk1bLMhZMsNVp6nbcdxt7du7BzZfpyY/ibuzxU51juAtQ0z7qfDFa1/9SrmvQaMMA+dxfhLLUw0be/mPk9AF5y0eNYaqlFXnD7awl6aes0IPrvMfNr/BNE9KPT525fqT1Z497ATQNh+/bTfVF7h4LgvvB1o9qcpdCCqlZXAEjV+Z5UVcbQ3s4uLB4XKLvTnCcssMRjMxPGGXBmx2+NYwbSqlTAXKdbLWphX1lt04wBtf+cSJrxiAMG9ST2DiXFgQJCDFojXlQw2GNwLKdqeB0IyyR2bmCAfFKkHYdKDxIHRJK0SOYkumm38ClaW5NksFkeJo0+5zK35heeODbzTMwNyI8QFwwAoNBp42fcOS+lQU8/n5xjSLN9XQB2NmZtXJRmySTnR+fKPpdCB+IApuiuF0IKPVIwL3FJi5yG/gTK5fqdLpr8YjEgiV2hXgc0ibzfC1Zn5DPNteW008Zy234iD3s/d+pamOillnrS11nZ4EVesNRF12lA9Kf4B0TUAXjZ+QzndBXA0sSnQM90t6ncQj7bF2uT3uZZY2WgI2lDmm/IM+Zyj4MD4G6Hu+3691myoX/vHIAuDZEzoS4exhhf2QBMMiFGbsD+PvmJWfBJbPOuB7ABNe+XbU2ZRX+s7HOJ4c7bAtLqWIVhzSHuzEs5dhLHDgYXAAySBjVmKnPPCBW0GZCGAMESMuPGazMiDH7Q85nbhjvHmAYHGO2aAFAWNmBjmAkRVI6nsMNFPl8BbPW4rjmazfGrZzg5IGugViwRZdG1rxo2eaKP9wDa7kDIT7UtBMsCqoS3uDHY+Jo7A5Py/4YKQC9A/SaZ6MUneqeI6C3M/MXXf+dSSz35a5EXLHXRtRdEE9E3A/gWAAdE9Lg9DWAL7bq+iCIAHQ1yO51QZAVsASEGpP3dewOo1/nONsnA7j6rfKSj1Lo+KOiZA9FTMO8ZU2k2q7HUHjz5CGwbl7G/Y66uInPpejaOagXH4utMWXS2E4a0AdTarDYVmnimsQLCwmc2wFSAYVIWNyPSiI4HxDygy4M6SqQC0nPoJVyGYtE4G/DMNodco9cTx9qcRyQ+2RaUozIBY1L9dkqYDVR/rWzy1C8csOuKih1f4/4BKnZyuiRByrGR0ZibiD8fcw2pjYTDnxeu8fOyvfl/piaraWUTBanXa25mYVfsAVlCcwIndGkLYmWkTc4DQoo9mKKy3rQDnP3SsDlGJ2WyebS7HdN5PUsxsLhz7NazLnoASy11O2uRFyx1kbUXRDPztwP4diL6dmb+5ts4putUlVswBwRijPDNT3tkHVB9tAIuDzy8ZMCipufcNCrgbdm1Co7ZbbMmudl7TWcrVmKpgGiRHJh7BDd62HLU3DKKOdfjJAYQuAkxiZTQBwHrndrBGbg1wG6piDZXCR0QlHFlZ7tHJhM4mfVrWG/V9kYkdHkr4CnJb8pVc50ig4Ik8wWSQJrEURlSmZ1y3KihMv78FD2vsqkG0ppzb+AboQneMRaZ7Xx55tg3XnIGVBLSblcCd8YcMKTqStIFAcVd4J3FjcwTmiZJOz6LyJaFw7xuvrlDolV01LrAmLLTlfWucpECnvMWISf04zVJQ9SYcRAhK4CXpPGuLHaSCFJc8qc1k9ZFpWe6iRmRx7K4CTlhR5h+hjrrXaencP2bix7AUksttdTdUicx0S9k5ncB+Eki+rTp68z8G+c6shOqAs9cQQfki7s0fM18t0pzIJ1ISZvH8xSo7TCJMwDaM7ym094BOvYZtt8ZUFu3ym3W2/uAhaVU+YCAJdL1wK6co7CcLozEN3XtHnN1csiIhWkkqJ2bYxv98QcdktneyTlo56XKK7gmHGZLxBPQawy2188WTfoJbirBzZctSrwcAVApxz47tuk8TI5vWgak/byZpCUzyV2C8jGLGK8u22VJsOeQ6jvrNva/s3W8EOBfNfZ2uHYep1IiYe3VZzonhDwKgM6DAlxpXiT/bwC20Ky2h+zOgh2ljM2dS3et2+NbU4SlsbAtZv7qix7DUksttdTdUidpor8Bkjj1PTOvMYDPOZcRnaJIeV4DTwYyPfCdgt6i04VoagOySkEcI62fTxwQClCfuhpwYT69ZZiBOVYuXCzUasNjNLBHVXtqoAJOd9y4QWgFBS9F3lFY0yrpCE4+4OUBU6bTA7MWVtWYcJGbOP1taXh0rLpGfAcit22UY4zWSKjgebYKsK6/IzIyZXSURTThAmD8YqWOM5fmP2mKNLmI7VP01MRZAW1W2znH+Ktbh7fSKwl+Oc+OPzkrwaQs9JDq+UjMRS8fAwMhI1Kd9ToFolP2toBtnD3gF2jkryO0kiAAZdGTKCojHZvP2d2IwJWJDjZ3aYuQhrLIEReR6uEhYUDamsrCRBc7RlQm33TltoiyMZqEY+/1cJZaQPRSSy211FIXVCfJOV6rf34BMx/514hoc66juk5NZQWF9fWAd8r2cft+kT/7VjR9mzawZaImJASYbxqU51tm0INc2x8wz24CVXNsQCMi74zf/KG1rxEIKE19tm2TcjTbZmHrsrM684y59xcWkKzvcOBsh4WegHN7j5XX95bjKxpbBpxdm9no+bm0RYDCuPqak0A08N8YTmM7Z0Baw4iiAmgiFImPzUQT6DJzzu1YzZM75eqaYnZLU2jnLRHl8Z5rwS1G7H3NHQqq4zMQXBZjMPmNpElmCu3dCwdk7XMhp0ZiQ8w7d2osMbH1pKZ2llzToo+1b1joWwmeZZKaa2eppZZaaqmlbmedxp3j1wBM5Rxzz922mjKoVt4xYVoloKOAPQfQZnyVWaUfgXc/7yUcXipRtm8yhx24r9t2kd+sn8lOJhA0jMKGSuDymQTRJ4/cidUdz6fneWbTxhwL7PG36EOxezMdrcaSNDrvcru+2NfVdDs77sp6cpGu2GspdDqu1MQ95xDBCvzMizgig2kEE6FzbLudB28FZ6Ek1e1hAt5dGRMLBqJKaMr5UOZU9OrSEFm3nQtYs2sul/MguuqcHYAmbewMLAEqgRFDKs2eZTHgFiPTRYpcB7qoorHKcpy2OPIoMgwDvwBy6JBDxBhWyBSRqKvXrLMXDKWBUAC03BUoF3s5N5k6/R2KNj7bleQaSu23SarMUtBLS/x5EUB9cwCYQUtj4VJLLbXUUhdWJ2miPxbS6X1ARC9F/ca7DxL9fWE1ZUZPqjkmMVhAhwJe7yJwmu151nn/+2rkcRm3AjVGQHbDN62pZ5X9PjwYJY4FcBfQS9QkMRpMNuhUjpGNsW4DWqYR4wwq/sJ5Ms0G7OYWD9WXeSIjcVZpknKm+gmQArRY7NrK/Om2jeH0DK15XXu5SGU6aQKe9XNOMiNylNJCWN5W7gRMpCgWFW7vsbmypYjNfdC5CoHRRfGA7gJrc2cuoSrGJs9Vw5TXZRPMx7nVfSfENBSmlzWOPGQgUNKlUHWTseO5rqTC7g6QgVRSFro2Tu4AaPe8/dM8KXLetneztWiiASL6aAB/E8CLAZS7hMx8YZK7pZZaaqm7oU5iol8F4KsAPBvAP3DPX4ZY311QuaAP31o2YyFW/vbSA66vR8pgqkByX3jKHGj2Eo2d2/6GETEN3kax5gNCiQ4vAMQBRbtdb7ff7XUDnAE9MkUMLFrwEbH4SAMi9TA9a6BQQkCIjQ31TiItE23zVLTPQMu8Q2zzjNn0Y2sZ1foanHVeispKUwXQCbFpVDOm2wNXm5upu0RxOVGGcxpK4uUIfn5r82KVoPQ0IiAVWz5ja0VbHZA5IlACUYegZ7cLWe5aBEIgRh8zVlH02uKQItudvVYm5XXfxkB3LAE4fTpWCcZYwbCyyHbZUcxIoUfwDK275slJXwDHPut8IdS5y6EHB7W2I3NyqbC+eG2zyz8kcXdJ3ptbz7/deSnXxU1LMU6/mH6K148B+AkAXwTgrwL4SwA+fKEjWmqppZa6C+okTfSbALyJiL6EmX/qNo7p1NWwX5PnCvCdaFCzNZHBQkFUEutY1Wmi4HRb1ysvofCaXntuCpqncoVGrOL0q551i6p3DcqQBg6lIa0sCnQbpvEmv3895ql13txxTlMWa8NYbgA+0AKjabSzaWrt76zpgyYRsAURAEQ7F85/u56fmeZMvw8Pnt3vveer8TPOtaGwAZq5nI9iqUdZvKpDALGMOVIWEB3GAqJNRjK1QdxXtlAxBrrY9pmO2Zhk1S/XxYouEqxZUz9fFg/FHWPCQhvrTFXi5DXQZW4nc1gZeSoyarurYuOx+Zc7EbG40cg+bh4AL0w0AODpzPyDRPQ3mPltAN5GRG+76EEttdRSSz3V67qaaGb+KSL6Ikhyob9V+HfPc2D7aviDDzZf5nnPl3wFsW35tEPiKUiG/ubCePrXrea26wF3kUNgFyi3sompZjc7BliAk+le7R0UBIzkqM1jiI5FVz22SQ1YosrluFuN9TS10ABsQJVQ2Pua5raJJ7MH+IHTDqjxgE10z6HodBNHDOjVr7na6hFJo5+JVgxQWpiKaYJL+p26SRiATtS5RD+Typjeu43GnnU3UZY75hExDU0oCAVGH7cgYqQYEUOHLrhoawXOHY0qC0nNteSrZe2nEp5c4rHNx9lLN8o2QgRr6mPDtnOSRlM9n/NgU+Q0gRNALNINroucCqzrGO16sTn0za12VGVuLZ6cOhDpXQu9S0AKqm+qCPUf7d1dlp/+h/p/9QchdxCXWmqppZY6x7ouiCai74dooF8J4I0A/msA/+85j+vkMTmmNwCFgT3t53wFcPP5Nn+tBdmeQRbAWXXO0/3M7HzCmLfxyfqWZhvWLFdBIoEQC8iyYJnrSQT8NqcBH3U8EzZcFxJm4ReQ6jbcvkq8tvld70mhmy5wFCYWAJ041n2zgOapa4dPI2z9oLWN0zHQFhIz9bg28JcxBX9ujpyHssg9lAHPskjo8gAOAV0YVR5jcyRAvLemRBc4Mm3m3N1vlcaUQBLnoEHeLcWAbaOrj808V6CtDX7u2vduKcTaH2ALDdMzY5e9bu7IcKuLtufFmcMt0Mq/mdoHIGmVsTSinr1odi7vwvp7RHQ/gG8E8L2QvpX/4WKHtNRSSy311K/TuHN8FjN/KhH9W2b+ViL6HgA/fd4DO6nKlzgmrCrv3nIGWp/dG97X5HOeWc6FLdX9TDx7/a3tjFgsx6ZyDttPYX5d81jIQ8P2MsWaKmghLQo8I2UXzDIFxS7qWfeVZoC8jUUcKqZBLTOAUIGYAC0F2jsWafopqgmJ4mwh8dvmcmGfJarzHhCaOwKSsDcUbbDfB1CZ7qnO2p+TrCy4aXqni6sqQ+ESDmPA2ljpLmwR44gcQgGD5p5RroMTLjkDuZ5Nn85fWaCgPi4MOxFYmX15LZX3kDptyHOpeW+mmkQp14Y0qzIHRNbrpmgz9HrMIxAgd0U0qXBaJhHCjMViLmx2C/5vlolmiIPIUniEmR8D8BiE7AARveJih7TUUkst9dSv04Doa/r7KhE9E8DDAJ53fkM6fVnjkg81uRGwPPdeY5itvI65kWJQKxcp3OZEo2ta3+I2MQHOU9lJw4C7IJKqfZ2y3m3zon3eZBzV5WGXWffl2cQCzMENm7rzGWNzlYGegr/yvglY2oXkE2cHZk3GMwDsvKJtjp0eWubUAWUD7WytkLsuKexkCHOg0L25LBqIE5AhsgrOWAFNM6U/b3UsM6yzS+4jTiLVyDXkREX6u9ugeu0xRbEHLOeZ6rXi9mHHm4tRddUpS9x90vOTRL6B0AByWFCNOZUErt7PzlKyLnp2r5Xp/Nq1lmesJW+0Tjx3d099L3YtR+eeW2qppZZa6hbWaUD0W4joAQDfBeA3IF+b/+RcR3WKsqY4i/42rfO0fKKgVFBYxlX3C7IeLRC5YBNrvkMLugCnbdZtmP2Y6HUdiFbmMIUeTL2LJs8Kdau4oADWE4IpGkBTZASVjSaaAHFw8SUu8+bZdLTNYwaOGhs5ZOywy6iOGxVApd33KWjzThwW8DJX3tKu6GptnktTXSohIWAWRwnzSiaVDgiXXhL19tXcwqLaDZJojt0iRmzltgg5oEvbcoxT7Xfxvw4tyDZnjS5tJWY7id6Zxm0JPCl65NjLYiKKS0YOfQOgx7Aq2w6c9K5B0PkZJ9fQSoF0dUYhBdMyLqjri4Dp0rSYq693DB0i1DrPUgndwnCvTMg3HbrrbbwVco67uLGQiD4TwGcB+Ggi+gb30n3ATU/uUksttdRS16nTNBZ+m/75U0T0Fkhz4QvPdVSnqMbRQr/IvfNBBUctM0wFBFRgLCCvAulMJLe1CQ3x2zShQeQTkQQ4d3mrjWjbAoSLNjeoLjVQuRUv250HypbsxxRK45eXUDRM5gxD3IBoallok6EYgM5cLcpaPXhuXDim7KpnobnZd1Yv6MoSptBXIG3gFrWRsCRIkkt7VAAt42qlFj5lTwe0w3bL7NZxTMHytPHTxlE+q7IZURtrw2N2kgkn8bD4cgO/FHoAK6Q4uUPALI2KeUS/vQJKA8L2mmxrOAbseCgAISKvNpLu2DNy7MAaYOLHXUAkT1w4HFtfmj4tNr6w0bI9O1biCGQgUCvZqay5atEpODZatOA2x9MQGT/WaUhL3rOQupG6yxMLVwDugfw/fq97/nFI78pSt7ne+b5H8Pb3PIyXP//peNlzH7zo4Sy11FLnXKdhoksx8zGAYyL6SQDPOZ8hna2mYLLcgp98oQMAWBjqZCwcMsChAdJEQOKw15IskDG1qTg5hFwT5IS5BEg9kYNancm4dgGfgdJGOkIE4gpWb3hOZgANsNsQduI2Jg4mDELjxbwz5tici7pIiU6NPdFgk7TFZTg97txYjKXfs3A46XPl83uCdUz4UcZdFjIROSj7HxSMZ72+dBOhgGsNNqFOH7eLJO/tTGlAGLcIwxZIg4DolGRREiMQMyhpix7v3gmYk440+zthHusxUtHom8SDiYus43rzSJDQmlQA9P7zYP4q8vfuNXCWUtX6TW/nyVrOzu5/Y+b3XfR4nkr1ZT/wr2/4M5ePBrzrQ5eRWYKXXvix9+LeTX/D2/mJr/3MG/7MUkvdDXUnLlJvCES7uiO+ueoX9oRtdp7P7fukTM8cWMIxRnUwAMcGSAPV+cMHsERK6DEgUsIqHSHmEf14DZRGxHRcGVIAmVegIOAqUgeEvkpEUJ0iACByRlZXimhjJA36yD5lzuQcVcaxMzcuOMYz0/rp5gdwkpBJWiLgmE0Dy9Q243lpx7Ssma0cK4fCRpqERc6gyWxCGT+A/fZs/iSpjKOOU/hrWyjZoZtMxbygm2O0M+JdMEAaNOJCWpil2TOLrKOOx+QkhBBGMHeF+ZU5VMiXk3x+3IKGI+D4KiglYNgCpmfueoA7kalQkOuJQpFXUEglldA358k8KRgOwipf718qU42cp6CtuhN9tUhTnAUhNJod1CyAfABR2b5rXj3Nou2GivZcG3dfXSWi78KuDemSWHgb6/GjEVkv/czy+Cwgeqmlnsp1lgUqcGsWqeexQD0riD6b1cUtLP9FPQeY57SuuxsxdwRxgMgICIwmtKTZlmu2C+QS8/IASqOAozQWMARAQA+FIkHIHAuwSZr25sFoVAAD6jRhMKuzwkwDIVfJRQGBYJWjcAX+4NmFRXlM9bn9U+XmUyO0rUnNag7Q+MXCHIjy8gpmKpHspyrT7k6ftnRG9d5ICvZK4iIxIkyO4RYN3sbNJTF6qUgB9yqRQBaQGTLAtowwPbHa0+UQq87dLAtzAmUFqvYzV/5aUv2/WMQZK98CSZMAxUwCMrn6Pdf47+oZXj5j5yJAjoUY5D2jp3cPkOW6ZolzD7y7eC3bnzmft4aLvnmHDysi+nwAr4fcJnojM3/H5HXS178QwFUAX8XMv3FLdn7zZYmFX4zblFh4vfl6stdZvmzf+b5H8BVvfDuGMaPvAl7/5S+9Y9iypZZ6stedukjdC6KJ6GcwD5YJwNPPbUSnqCnnWQGeORPMfJE3nsP6HIKywj5ORNPz2INnAaORpNGux4Cet+jyFt14LKEoxkA3jLED0WxyjspymkeyRScTMUZmdBTQQWKjOZCm5E1cKrg2/hXmsNxil4P0cg6zrLNS+LVza93eN2VobZ/t/E28h6dzXhYhsgCwpsroPKAbjS8BI8cdwN0AcWNETVfugCFxQuCAyGJ9FygCpnG3Y1EA3edjsctLWxiz74+DVbueqCua7jJ3FIvVXUxD0f+EUZjpkBNYbfhkbLFY3wVuF1kcOt3yqj7X9UCMQBA2elfrnEFMCmBjGZNsjxA4AB3Kwq1KNSbBKVybKM0CjzhLrLmbk3KO7HWkkphpd3XKuZ4AaT9vtgCxZt+IPQuHG6hbAcWJKAL4xwA+F8D7AbyDiN7MzL/t3vYFAD5Jfz4DwPfp7zuhbmti4Snn666rlz33QfzYX3n5HXe7eaml7qQ6Kxt8py5ST2Kiv/uMr517tYxqC5w94CuACKTsHZX3ype/QMmAhFxCTBybq2Wg0gBmpOoO4Rvc/C1wYBdY7ryue0wcFLST7jsggYVHpbzDBJbGQhgLHQQgm75VgVEj2mhkGnrznSyyuQU6s8z11LMYLBpgBWj2tz/u8nkGQDrXbpzTc8kgdKpFz5O5q0DQgDQD1M5nmZvC0O9rusyaCOkaQUtTn2w/BWnky7EyneJokYsvtOmlQ4jgrHHWyipTTurnLYwzIAsqcJXfcCBQjODgNO8UBEATgWMUWQbcItAa+tz1zm7ObTaKNGMPm9zo2su20bDulrboQb8tHoIuMqJqwxvJC9qY+EYypPNv27+ZsmviFtSnA/g9Zn4PABDRjwN4NQAPCl8N4EeYmQG8nYgeIKKPY+Y/vBUDuMm63YmFp5mvu7Je9twH74gv9qWWeqrVnbpI3QuildG4I+t3XvAF+JR3vWWGIW0ZxQLsjL1kDwpNRpAaNi2ZvMCBPHPjWNEWgTI6HjSKuTYRAiiAB5rex0TyXMOCCxi3kA8AyBY/zQBTRmDVHFPLwJo2molEEhAgwSMlJluCRqa2bp0yi5HGsn8rhoRhmKykyCu873Xja9wCoMrcUhln8ZyeAOTG5q4Aq7oAYSIkdIgIGNBXP2G9Q5CoQ6IOIYzi10wKBIs/NQNIxYnCA2lz+7D3xTyiG4/QD1fkboGlQgYBrtRtkEIPCl0dOwKAAFbJSQjymRwMWA4gBFAaEFlitP1ijjgjpEGuj6BNg1MQaDpfInDoZDyxa94nbDCQOaFa1qmnNskiKeeIQKneAfGLSLe4qmx0gK2l7M5GvV5RmiKBFkiDxDRyRLeT3tnezchlcWbXVncLAPANMNEfRUS/7h6/gZnfoH8/C8AfuNfej12Wee49zwJwJ4DoucTCrz/H/V13vojotQBeCwBPf/rT8brXve4ch7PUUkvdTfUzbwN+5qIHoXVWTfSF19zt5qlTwWlYKtPPSmNbAqh1DzAQHbUZLWKUYAzPKpcGJwFHQGX4OERk6sqt8FmbMPBUcnqK4iIRsH2RyheIYhMwIkAoqXuyj8t2jX8UGssxkYW0EhSL2G7nOemx6RxwG9e9M99FGmD+xs4+jwEOAgQDc7HiAyoIttTGHDwjXwNG5qzurDJaJtYYaHHLGPV5VTZP7hrojJffddHgQO8k9lykPARQnT/yDZEh1rnycguzCNTGQluQ1YHsv15kjHY+TbaRd95veuqywFTf8rkqMeQae27XBqBWgXq+oLHfbbCPu1ZK8E8COUb+ZuoGLO7+hJkf2vPa3EamgzvNey6kmPkt+mdJLDznuu5c6ALlDQDw0EMP8QKil1pqqSdrfeu3fuve1568IHqmCcxX9cKtTGn7+fpFL5pjBQMKNMv7YFpoiZs2GUBQIG37yqHX91tDWguIakw1o6cgrhsBSBxBtNZ0PXXpoIRO9deVSfTAlWGRzvKb0IUtMkkAh8hBupIIZ3HfXd6Kp7XqgO0IxYFCGWKdL4sat/CY4BYOzXgMCDmnhH1SjRB7MEWEUF0lbD+etUzUKVMfMULCWRJ1AANj6HUhouPMYrAGoAac2I/q221ugwJ832BHzDtMtLls5NBua8q0ClCNtXEw9ACRLgyqhEOCe3S+poEq1CvrXKUbvqbAmpDFYo9FgJSD2el1lUnWuwuyrBOXawO9JsMxXTfbogYEgn+PnXvzCU/lGmYidACyuoOQi3MXV+/J4pbq3Q1bxBV9+E0VSaPuzdf7AXy8e/xsiCTiRt9zW4uIvhcnAHlm/uvntOs7bi6WWmqppS6inrQg+t+96NX41N/5F81zjUuBSQuuQ/GSSi/kdne17fKaYnPhiHkQAKAWZ3UjVG/d7wkKo5wQ4W6FB2H1AnXCzVEooLejhIixaFLndL9WMdXmtUAyhhR6Cc9QcGNgvPGzNgbbAG+QY82IlXnUZEBLCCxjcVHkzbjmWMFJhHUOuQA8kdi0LKc1woWQlYXWxjkQRIEbKwCnrIy06X5jAb7WnOjvKkyvheZOhYvULttw0pOTryPHRkOZ45mmuVnmVdnoHPtmnvbuSVll5lDnLdi1Wh1cfAS7X6C025E7B8ZI+/fXdEh2ANqueb2rQqSx4dVVhb1kauLJPZUEzWnWb6QYt6axEMA7AHwSET0PwAcAfDmAvzB5z5sBfJ3qfz8DwGN3gB7a5CmvAPBiiEMHAHwpgHee435PM19LLbXUUk/5ui6IJqJfBPClzPyoPn4QwI8z86vOexVrifcAACAASURBVHDXq9rIZvIJ50lbUvPmQiPaNLaQpS8nUNsc59nYkFMBnw2ALLfjaVdKYMytfUZ9hTu6ikwdVt1VpNBh6A6URVY2W2UaFiVu2msv37CIaC8fkEa4Hil0iHFdXCUMQPfDNYQ8Io5HDRsalJlMsYfdqS3R2mXfNa3Pjs0/FplCy5bXcSlIY0bQ5D2Lw65NcgLWggJfcx2JyE1IR+IICisFb6EBicYaj9QjI2DgviQy7rhG6AIrx04AvUonxm4Djh3GboMxyFwW/bYlVZq1oZ1XPcYce1AWZwyfbijXWQB4svByunlWFt3rp8s1NElGBLHcOUkECh1iBjINsmia3Enwmuhp02sGALPqc0z1PvDsmwQbOZFid4az0fOA3TX/lmWNY+tvpm4FiGbmkYi+DsAvQFZtP8TMv0VEf1Vf/34APwuxt/s9iMXdX77pHd9kMfObAICIvgrAK5l50MffD+Ct57jf2fk6r/0ttdRSS92pdRom+qMMQAMAMz9CRM84xzGduqaa5znwPP2SbVkx3zSXm1vb4NqUJUmEwkRb4AXmQPpEt+oBdEijujMIAxhoi5wHhNAj5IQUe8TQN+MU8FKDVhomWGOnQxrqLqkCNz83xp7HtJXf47Y2P4aITCNCBDhXEBTzWIJByNwmJlVAkL0+AdblsQLFEDvkTDAAtk/PaqxqgMWCtxHeuTTQMUC1eS+rvCJxbGQcO9t2MhzzVSam0sSXFDwLC62gVKUIxFMQLQsAfw0wgsZoO422XjP7IB+j1UTbfn0yYl2wVP1y8YxW8Gs66AqiTXM+uWugTHK5DsqCJu9cd3WMu6M3UBz0349v3px9r/s3dyvqFjHRYOafhQBl/9z3u78ZwH93S3Z26+uZkNjvj+jje/S5c6u5+VpqqaWWutvqNCA6E9FzmPn3AYCInos7pKHGqrLHFXyc5su1SBZ8c9tkyx48x3RcwHFhvWd0rEAFPBa+EsYtaNzK88VOTZjg3G/AISL1G3lM+09LsQdLQ9XyOlY85IQcOxlvGOQY0yDgeXtNxqHexhw7cOwRSYzbZA7VCzhtRYIybhvva2Ovi1uEgvqQhrJdSi3g5q6rml/1L85B3CesEdEcIGzuYh5FVqMNfCZ1IbCAYyIkFz3Oqo/N+l6Tc8i0iK5doPU4YZCjNjMKMzx0G+QgLiBmadcpYO7zccvOzwBTk68wB+fWwgiGj5nViYXLPO40FJLqipm1WbM2T+67KkyeYTrmqPr7HSBcbALjZAvsjqmC3d3PuVREkv3auWNy6ZD+ejm3up7M5q6p7wDwb4jol/XxfwrgdRc3nKWWWmqpu6NOA6L/FoB/5cz7PxtqXXSnVAEz6kcstcdpAFUWUdldk0bM+yKT6oLlN9cmNCLAMcE77JtjaCkNCMMWyCMwGJhWplbDNWK/AkJE7tYF1MmhxIa1JWZNvEugPDaALEOYZzAjaqJfHI4kkvzoiow3JSAQqFuDuwSOvR5PBCFVUJwTSH8b8CcL//C+xZxlgbA9kmMePTseQHkFdD2oWyOofMC8lgWoioLYNNUmmTCWUxrlogPLItHIiCrxqJHiHlRZtLfFtAcScClA0zf4QRcv0c54XWDlhD4dI6YtuvGaLEgsldJcMxqAiSrVYFtwEDI6hAAws16iGTv2dnoepy4zhBaQchCGPMUVUpRGUt+oGbQB0HuY2/lKpdG2Nt6W2G9YA6KB5OqkUlxR3OfL+FjvE/Du3Qqo7GYO7N6As8beuuVR4k/CYuYfJqKfQ7WZ+yZm/tBFjmmppZZa6m6o64JoZv55Ivo0AC+HwI2vZ+Y/OfeRnaKmTJnYedmL88xdE/PstKLeeWJnH96HmHPR/hajBi9jmDbbsQvfyKOA36SyjlFt1UwewmKRF4zNVJ0uq1WascTlM7kFSUwV4AdrGmOu7PN4DCTdf1DQF0i2QwTx1XbuCmbH5lhJZgF5bK4QCuJpHIBxkG076QeFCI4JlAIoJ7CBrqlMoDS51bkM/nWo7hhRGGo20UdtHpy6gpTGUGdP2Mow5ssANAB0aYt+vIaQtuiOnmgYd/MA59jrXMYCqnPsAAJ8o6l3iiHUv2drxmKvMtXC6qdYNdsVCE+16c4tZrIvA9AF4FJQSUbQBUZlxgFqwHrdgbsmZ25Q+XPigfQt0TIDjS3j3VZE9AnM/B8AQEHz/zF5nQA8i5nffwHDW2qppZZ6ytdJsd8vZOZ3KYAGqoXRc1Te8RvnP7yTyxw6BKim1mJtSgpPGrYKE+0AdJhl0qagmKsm2QC1sdOcSzodh4kWNysgzcIiIyXw8VEFPBRAw1bS6lYbedxpyAaFZnuUWQC5H1uIJemujodBeUQ4vgakAXR0TVhoZVGFPcyIxn6jylOKfntSZF7BysCTLQoGZaJTAhsTTQEUIwgArwRwU4qitdYgkKQe2mVMJdBD5taaPc1+L1NWqUUAcxIwqlMTVRMeLZ7FJ02aw4o2ic4umFT/TpzQ6TXRD1fQXbuMMBwhXHlMFj52fDEKcF5v5He/Vl11D+pWAnS7VVmYzEuG/LUlWueie3f+1wBE5kOEUSUnQ1xjiGtYIE+ApCMSCc/fNsC2Uo6kkhXTktucM6gkLQZz5dMm0BT6BkTbvxkudnnUzOn1gPKtAdJ3NRP9XUQUIOD5nQA+DGAD4BMhftH/OYC/A7GkW2qppZZa6hbXSUz0N0BkG98z8xoD+JxzGdENVgOGCiNWq4Ln1HxG3uf0n2UbbZNY+e2f5lwZWAPPBk6LP3Bl9+pgcvnhNArgTE6OAQBdBzJWExCmmAIouW3kCTtM6ggBAMHprY2pToMwxc3+MigJSKdxFD6vsKptuiP01r7XLJeXkjDsZfv6W98oChvOwoA7R5HCBtPkjoIDYvJ8TXZkZTMtFEfWShlhLrZcBA8AUHyJT3SE4NKyCDCK3jxur4kMZnsEvvIEMA7g7VZkF30vMhVAADUAdOr7nGVBIz7RU0cTLouGae0D0DXFUG38QpQGSFT3EIZYzVkKJ1PYsR20ZkqTcthMAUCmKunIFLU5kifvddujGuhiv3k6ZrRAt7UVvFkWuere78Zi5i8lohcD+AoAXw3g4yDOIb8Dafr7+8x8dIFDXGqppZZ6StdJsd+me/6C6X/ERLQ511HdQBXHCmCek2os4KZeuFO6ev9j78JhCXeUBKAWHXB2t9JVKmGyBwSqQHO7BbZb5KtXwGMCpwQKBFptBZjlBOr6Vs9qY1GwzikVXE8xAv0K3EkQCYVOvIP1vSK1GCvIV3CKYVsZ59Ah9ltwv6pJecAuG904cnDVWCcFl46JphhVtqJAc9giAIjdSqYkrhA8qEN1rzBHicJMQ0A0cd6VFKBeB3PntdWTy3YL+63+3vXuwojAI+JwLPHdVx4FHn0YOLqG8dHHkLdb5O0ACgFxswatV4j33Qf0K2X2uW4zJ5GzmK+yauPrdaUynwAQsno/+wTH1kaRDTiHHmNYYaAVRu4LSA1ICNQBAYhhdMfrpBuqa65AmtzcixVg0kAbnVj5vGsmlMf6b4n0uHzct19knSDxuNnuZJFz3L0gGgCY+bchfStLLbXUUkvd5jpNY+GvAfi0Uzx3IfWbL/4SvPS3fnLn+bkvb3K3nH0Yxe77diPDizuCaZyVgRWGdVRw6/WoCcgBFFh1xxAgm5IA6OMj5GtHyOMIHgVEh8wIzKCuF0YPaMAsZ3X2yNzIMjhGEFlgTAAiCxPO+r48ZdeVIcwZyFn76saqVw4d2KQhvqYAuui9xzoelm0Cqv2lAE4jSLXXxo6HNCDmETn0yIA2Nc6ds1z9oFmkBZFrRHcF27kEwlgJaKxNcf5smqwh5DSRkYi1H41bhPEYdHQNfHQN6coVjE9cQT7eIg+jLJByRmRGOBhkweCnSmU4dgxVT++0zoySkCjuGjNzrdsyCzymKm1hEJJLUqyB2+SOu/VOryC4gmHPZDPknJW0wwmrPP2MRIz7mTVZjjWFzv8bs+3cbN3lco6lllpqqaUusE7SRH8sgGcBOCCil6J+xd8H4PA2jO3UtQN4i+xgpjmr/eTOM3OShZrQ5/TPysCaIwUPwwREA2ZhRyEIYD0+Bo8DxkcfQ7p6DcePXEY63oJzBoWA1f2X0B1s0D+QQOsVwnpT5ByFgR4GMLPsDwCpPVsYB5EWjEPR6pZylnoUww4g52FbX1+t5He/EiAdYzmOXWkKV3Y9i8yEcztvUEaWB4COrgIpIYYISqO6TBBS7EGBJwsc3/CZqn91SuW8BvWyjukYO64pFESP7AJorEFO3iPzk6IA9AiAkjDDYdwiDEeg46vgJx7H+JFHMF65imt//BGMRwPSdkToAjYPjuiGEfHSIajv5a5D7MWysFshB69Rr5aE5VoibbYMOlceD7oFDMP8vGsgi2jC3XvYscrlt3zGLwrNn3uqXbZGTfHe7pCJ0QHY52xt4NXi0H0RcZHVSOpmu7/pNs5cjLtazrHUUksttdTF1klM9KsAfBWAZ0N00fZt9TiAbznfYd1YFWcCL6VQZq/eZZ6/eXzd1DTTp3J18iiOFVklEuZIYexsVvYZwnIyAKSEfO0qeLvF8OjjGK4c4eqHH0XajshjRlzJqcjbEWG9QkjimIEgzXmc1Tc4ifyDh7EcFcWIHLbVnzlGYUY96A2kY4Iy5ACrxKMsAHScCASkERQ7oOuAGAUgBgek7TitYfKksnHlJKBbZR1hXCNEbWikqOfr+ufJrNtiOi6gt/HLDrKIKFIJjvr5XIC0l/Z4jXDZX5LmT4wD8naL8doRtk8cNSC626wQVl3db4zgrkPuVsixq/vwCZkGoE+oHdbXXECMXZ4Bn15OUbaxZz9FAuU2Y5CX5YFEqlNoAPB0v2YraOP0x0hgjQIPAOWb127sORLb/1JLLbXUUkvd7jpJE/0mAG8ioi9h5p+6jWO64SoaWQemI0YHIiqrOa2qo50wz76xizU90JhEA1gpCQDNItHgLICa/X4U/OZrR9g+dhnjlWu4/IGHce2RK3jkvY9h++iAPDL6eyMeeN79OHhgg/uOt+jvPcTqgfsQuk500oGE6U0JyBl5HIGcwZlFT73dik3d+kgcMfpegHSMwlDrb5C4LyArWB4YfHxctNkAZHu9vJdWKwHTq1XdxpTl9g2VITTHzyoXEZb6GhDVI7vry8WXepHYe82tj5reOV/q223gOQxHFURbcyRnhBDVfzoh6vYrI40mdKTIFkwPrtKWPAwYr1zDeOUIR49ewfbKFuPxiNBFxFWH0EXwqAx4v0LuNxhXl5Ci6r5Z9POBRkAbHZtGUpm0ndjv+ppr6nPyFKsABkozZZZkxdJI2XqhC1sdQEzIMZbPMHdgBIwscxGJkK3pk7gkNVqYUZGMcH2cHJglCojIwhJrs6Iw01PLPtxU6f2Km9vIU6CI6BUAfpOZrxDRX4RI7V7PzO+74KEttdRSSz2l6zSa6JcR0b+06G8iehDANzLz/3S+Qzt9Zc8gMgsoYQvBCAom9mug62dnnBEMQJsbhumACyPN6noh4JZVG11kDSmBx4Tx6jUMl69ie/kqnvjjy7j6J1fx+Luvln1vHx5B/eMYj0f0h2vkMSHEiLBeIR5wcVlgZtnPmBw7DbE2C+KqQTGCUipAmhScNhpraoEu64LAADANo4DylHR7I9D3oqGOXXWjcG4h+0rmos4fH6v7x/YIoQDoWCQLQAXPs8l3ja54woTPMdlmS4isaYlVzlH0wBTBxNUGTq35bM7zmDAejxiuDgKi+4y0HZG2Q1l8FDCs7hmAnpepttz5L3OIBcybveBcnH0OsWGhp3pis/TzLiQ7C0QKevyx+XdQ/Uw0kIUDImVkDi2bPFMyqxPXDka53kwiIq/vMvM3W4ucAwDwfQBeQkQvAfA/AvhBAD8CSS68K+ud73sEb3/Pw3j585+Olz33wYsezlJLLfUUrdOA6C9g5iLfYOZHiOgLAdwwiCaizwfwegARwBuZ+TuI6JkA/imAywC+gpmfuNHt/vYLvggvfPfP6z70a10b1QIlkMU/834vaA+gqxWbyTbMczntgjTHSBeZhYFSZmlE2w7YPn4FT3zoEVx75Cr+6B1/guHx3XE88btHeOJ3jzAejbj0UYe472hAf7guWmnPXmbdT55EbIcYgRCEKd2sQX2vnsErAcGIuMzH+PUn3ovj4yt4YXwano0I5IxkTXM5VzAdY7OtcHgAMna8hLXYQkLt83ILkgrwt212HdD3oJSkMW+1EW1w7JHUuaOARLNqgwPNcECTSOwAXZS2eTUXTTJQAm2Csrby+crsGkNt10fsVuDVRqQxJE2E47EA6ePHB8RVwvbKFv2hgmgHpE27LMeRCjAnBc1gZ1cXe+TQa/pgX+ZsGiQE1LATD3ptsRHIWGjzwh6k0dLHfpMttLxEQ5oWS2iNNimCAaII63ClBgyfrhhyV6JxRwGXc3srGgtvHRx/UtfIzExEr4Yw0D9IRH/pogd1s/VlP/Cvz/S5y0cD3vWhy0VV98KPvRf3bvrrf9DVT3ztZ55p30sttdTdVacB0ZGI1sx8DABEdABgfaM7IqII4B8D+FyI+f87iOjNAL4SwH8P4PkA/iKA77/RbQPT27qhaEKnWld5865EAMwIPFbmGXABKtV5Yy+TbYy0srl5KzrjpCB6uHqM48tHOHr8eBZA+7r8vqvgxFhdWgkj3Wmkc4ygLoKzA6XazMfqwJEhThjZPsOMMIh7xOXhGv72B34KP/GRd+DFB8/EASJ+89r78dLuY/C6zX+CF+GSgP+ckbdjnc0uyjj6TprN+g4hJQGYwTl9KJAscg5z6TCHEFb5ySiSmBAjqDe7uw7sGgONlc3oRHJQJDuE4ttNAVD2WFj2lt310eneQg5MyshWjbewvCyNeKEXSUjXC5vfyUIixIkmWOfd5qzcpVChQfNek6pQjRkXxroHx06Z5tZBpG6jOm14ycu0CrQ2JnoqU7L3XU/DDsfQu39XJwHoucZB/7lZ55VbAIEXJhoAcJmIvhny/+dn6/+1N4Yan0L1+NFYDIkyy+MbBdFLLbXUUqep04DofwrgXxLRD0O+1b8awJvOsK9PB/B7zPweACCiHwfwaggrnfXnzN+I737Bq/DJ735rdXjQpqisjLQEiKBqd72OV6UGwtpVL999qYSNhEGBcz7egocB6egYeUzCQI8J47VjpO2Iax95Alc/cg1XPnT1hKOQ2j484iMPXwYAbB5YI48ZB09LCKsOse+q2weAPArrnVXewZnBmRG6gHQ0IG5E0vFEOsYXffDH8aKDZ+L/+dN/B89ePQjaHuHq0RX86B/9Kl796E/iJ1ZfhD+d70HejhivyXEkBdNx1SGuOvRPXBUwfemgaq99w6EvdiAzpbKwAJGw28OImBlYrwWUdx3CaiMssib+IUq8NnONrTZgnGMHIgnQZidZKIEk1F7eBUjnJHcqOIEQi7Y2UQd0AuLj+hI6ZnSHl9AdHqC/dIzVpRXSkJETI0RC7KNa98l1QOMgzh5pQJjIUuAWBjL2XsbZrZBChzGuGymL3DXxbHRln1uLORRBhV3XvhGwDTehZlvTEmeOCsbLvvW9O/p0knh0wi6wN721/1z9fWv4Y9/YeJfXlwH4CwD+G2b+EBE9B8B3XfCYbrrOyga/832P4Cve+HYMY0bfBbz+y1+6SDqWWmqpc6nrgmhm/k4i+neQCFkC8G3M/Atn2NezAPyBe/x+AJ8B+c/+RwE8BvkiOHMVVorU45a4AJNAooUt7JxhG1R9c7EgS6OAkdTa1hVvZAPTKmHgcZQQjuMthstXkEeVRowJw1UB0dsrxxivjcjj6W0KHvvdKxg/PqE/6IsbBA7XzmWDC3jOYy6g15oN85jRpzW6wyN89/Fv4E91T8cbnvXngdWhSjEiDleH+JoHXo6nY4O/9ugv4VfxanBmjEdbGfcTR4XlpkDoD9eIqw6rezYIfY/ucA2KEXG9Ain7PdVv52GUhcUwFM/qwqgHQtiKywb1a2CzFXC+uQSOPbASgOxdKqANbpk6UDTde9VOswaceNAKL/eYAfzTFL+uP5AG1cN7Ee+/DytmXHrGZXSbFVaXhD3fPHAJq3s22vgZig92yANibpsEbaxk2mbVQI9xhRy6EqldnC0AEU+cwBoLKC1CDGXspR9AdM8t+C3HNzl+S3Y0XB0c2N3HMHsZCayJEPvZ6gZU++TGm6ylsRBg5g8B+Afu8e9DNNF3Zb3suQ/ix/7KyxdN9FJLLXXudRomGsz8cwB+7ib3Nfdtx9pB/tknfpDoRwH8OQC4b7UGcPJ/iuaZC7jb9CEiZNGomgygucXv92dAOacKnIHCSIu1W6puHKOwrHk7IA2jMLlHWwHTamGXBtlG6E7/pZ+uZqTjhPE4FZCcNZilHKuyzwKmWX+yYH19/zaP+JHtv8VbP+G/LaATgaQ5MCdQCPizBy/C//zo/4Vf5Q/is/ijytjH4xHjcSrAPA0Z3boDZ0ZcDWDOiL1cRiELS45mfDq2lJAV4Mt7M3LfgY+3yABi35d9IPbywwzq1LdaZRiN5IFIGOoAWOJHAajqbW0AW5rj6ud2rhljbVkSEVPoQXENXm0QDg4Qj7dY339JNMX6s7png+5gjWDOJcX+bwIOjYVmKmPzvs+mc7bxWyjQtDxYNscL0S7P2NsVwMwNDN5ljHNhlHeeP0GisfNa6cKcHvpUOtWy3O9973tBRFfcW36amV+zd8e+uM0RutuKiC5jZ8blJcj/rffd5iHdMfWy5z64gOelllrq3Ou6IJqIXg7gewG8CMAKIr+4cob/oN8P4OPd42cD+OBpPqhfqq8BgBc/7RmMx+ff97sv/Fx80rt+UT6jcCNRJxIPyuBgDYYJwWQfCoaLgwdztbIbJwEqCqjJrO2GrcZAb5GOjpGOthiVeR6uHoMzC4jW2//9pR6kutrtR8braqPjYQD1Cq5yZZppAlKrjCOXv/17fo8fxf20wSdvniFAr+tg/tWUufhKf2H3fLx9+yG8fPsAxqMttle2uPaoNDqOR9pw1wd0Bx029x2hP+ix2Y7CTI+5sNLBS07U2zpvB+RhLDIU5gg63iL0xyLlyCzaYwuN4QysN0UrnUNUaz44gGzNe+5a8YxyE/fdYg1xz2hlDdVGLmDoNmAi9Af3oXvwo9GtNzgEsDk6wnj1mszFwQZhtUJ84H7Q4SXklYWsCKtsjhpTXbIB/UwBKUhst6UrEmvzXnGYUeBp7iIAYlbLOPXWBuyOSmWcsyYh5jCHbtVG0JooKe0EsKB5N+/8bQvP2iTYSkW8VrlqtVudNiHjec97Hh5++OFLszu+Tt3tFnfMfO9Fj2GppZZa6m6u0zDR/yuALwfwkwAegjQCfuIZ9vUOAJ9ERM8D8AHd5k3JN/YVgwpDZwCl6E0DI2SItIMZUS28iHKx5fI6aK9/LmAou3AVCz8ZE3JKyjynwsDmxJpISOjWHWIvoKM77HD1/UcnAunV0zr0mw7dWhr4rImvHOc0IRDQ90gCYtCGOI6MjkMJIYFFUlPLGkcmjGrnVpjooxHDFfkBgHgQhIXu9Dg2W1Cg0lw3jb/eOTcG8DWohVMSOBa2oCS+1pQzaL0B0Ra0HlGs2QBwqIyyj7RuHk+00/L3dCTUfL75LENBcI/UrxEPLgGcER+4H+FojbDZyPWwWsnP4SXw+hDcraQhMUSk2BdfZ6CCeHucSNxAsoLp6kai1+OMiwxBrkNJAVSXkT16ZQHiQLGV4wyY1YbfJmcQZQABwd2RObmJMM/83Z6Lsh29K7Sjp75F8HdpLKxFRM8AsLHHKutYaqmlllrqnOq0co7fI6LIzAnADxPRr93ojph5JKKvA/ALEDb7h5j5t250O6fen7Fh2ig1hhUCJ5FvUEbksQRIdAByJgnEKJZotXGwJAEqsObtsYSrDMKu5u0gwLmA5+qWIaBZAPD6Xtn24dMS0pBxz8dIcMfRo8dIQ8L2IwJU+3sjusMOh0/bYHXPCgcPXkJ/uELoYsMwAwCp7jeoxthAdegiusM1uoM1PvHgXnzo8SfwAVzFs1YPgNURgzhLEqECyF8efx9fe/SnipPI8RNbHF/eYnw8Ybicyth4YPSXeoTBS0kqsAqd2OxRJgHNRKKXHloWPY8J6VhCYjiJBV1MSeURHbAeJYacMyj2CLEDiCDRKXBsr/krXx9QTcHsridzABMwhpVY3q3vA92TENaX0K0PQeMxulG03dz1QIzI6wPkbo3x4F6kuMZ2dQ8GbRQ0D/PpfrMdg7N5ExDrXELI9NHJsdEKnpkQaF72YcclkFmvh+vMCaFGqzMCCNyMrbx3omuuL2RMLeu8K8d5Mca3QFb9pC8i+jOQVNlnAvhjAM8F8DsAPuUix7XUUkst9VSv04Doq0S0AvCbRPSdAP4QwNluvzL/LICfPctnz1oGpI2RNnfdoi1VljoQ10ASKy+4LDpp1UOn+uO/yU0vG7oAzlSeM1ZYNiXgs1t3GI9HxD5gPE5YHZoTRkC37rB54AD9QY/+cCUR0+7z8ns/gghdRLdeIa5XOFgd4svueQn+0Yf/T3zX/V9Zbd9chPe/uvZefABP4JVXn4E8bsWFYkjggXeaIamnRhtMIYgUQz2lEYI0F8YIIIG62IAuGbdKUMYkMpst1N96ECi5PZZtjwMQIkIakEmaA4mzSCZCLLKIJrL7pFjtJhNkXhsN1BTMFFcY+0NElWVQWkvwjEygaJtXh8ixQ+o2GOMKY+gxhDWyd9GgSYPfpBHPHGQAVFkH7TLScmxBWejKRO+w8nqNF034ZIHRzJdup5yjCSBuwfBuD8Fc+XF4qQdYBbu3AFQz2qTEu7i+DcDLAfwSM7+UiF4J4M+fx46I6HUAvgbAh/Wpb9H/15daaqml7ro6DYh+DYQ5/joAXw/RNX/JeQ7qZmpOFy235xV4UC8yDzZwIT4IAEraHIcIBG3gMwxj56CtjgAAIABJREFUnsxprBIODSYBjAnu0R8y4qprHC0oEOKqV60wlQbAdCwOGJv7j4sMBIAC5oD1fYcIq06a13rxObV0PIualp1P2ekAirE0vYVLh/im+1+Fz/n978MD738z/sbzvwSHca2HxfjFK+/G13zkp/F6fgXCyBgds0w9IR4ExIOA0BHW96/QHXQ4eGCD/mCF9X2H6Da97Gu90sVCtzseDRtBYHBWxn4YijUdUSiykNB3MlfMiJtDkdisNiAKCDEhdUF1vx0yRWGNHdALLu56p9zzAh5n3qLq40wBFA+ANRD6A/T9QYkcB1D00zmIz/PQHSBRh+NwgC2vkDkUCzaiyiJPi4gRIY4xlhBoALm4yyBV/3K233oUVIUYlZUPZU+TpWGjGy9jmGGMvVxk6sM+TTBsQDfT5DHrQjY4uUo+oW3x9LUw0QCAgZkfJqJARIGZf5mI/pdz3N8/ZObvPsftL7XUHV9LKuZSwOks7t6nf14D8K3nO5xbUwKSa8KaAWmPA7L6SEtzlQuzMM1w0Q4zgNQ6OmjYCQCxNlO5gqmBwypXK7coEoyw6goQlm3kwlAD4sPsQXRcdVjde4jQd4gHmyKDyKPGivdzWmj3OEaRRfQ9KHZ4xuoS3vof/U389ff+GF74f/81vOrpL8UBIt7+2LuRxwFvfODP4LMePsSV8HBhl0Mf0W86hJBBkRD7gPW9K/SHPdb3btBtVugP1wp6e5GbaGKiHeO0rPlR/kaJK2ck1X3rcQ4jYp/A4yAJhzmB8thuq+jdQ2FIfWOejyLf2zTHWdw/WAJdCtTVOxiJOtEvBwI6SAqgbtcaBw3MD2GNRB1G7jHmDhmhMKWxyCps0eC8k3lXisJq42fHYKB3H8veAF4XDy6PW5369HW/DRuPgN3J50BuPzM2gROlcwPAyzGKZn/OZvAsdTc3Frp6lIjuAfArAH6MiP4YwHidzyy11FI4WzLmrUjFBJZkzKdC7QXR6g29l+dh5k89lxHdgvr/XvB5+OR3v1UeMBpgJEEsCmCIkUJfXApyEFeIHHuBCH0ChSSTYClwrC4fJmHoOgWs/SxoNGkDadqgbEoa6sL6SMDiuhcdNWcQBXSHa8T1Ct2lQwHBfVeBaarWer6m0g6KEbReCQBdr0GrNZ65voT//VO+Ee8ZH8XbHvn3GIZr+PIHXoZXpKeBr17Fcf9hdJsVODMOHhB7u/5A/mOIvUhM1vcdoNussL7/EsKqQ3/PpTIPmDY+WvS5Nl1K8yGXAJedMQdCNybEMSNujiRI5XArzYYq6xDkTRqmoj+IRaRjjK8wzjoOB6iLy12RLsxf5B5Ib+MBAieEsGrAeJF8qAPMyB1G7jDkHtvcIXNAUtlG1HHFYCIP+Qm0Xxphi4GMWHyjsafp0HtAewbbg/Opk4YcPsM7e9hzcNZ5BQwzVY33zKzZnNn5qGcgIqDqt/1dg5uqu9ziztWrARxB7hR+BYD7Afzdc9zf1xHRVwL4dQDfyMyPTN9ARK8F8FoAeM5znnOOQ1lqqdtfSyrmUlYnMdFffNtGcQ41dS6YZ8Um4CNE5NwhhiiANkQl5aLIOkznSyKX4JwF5HIGR9f0ZyybWeopW20gk9TNQ9joAE4C1u0zcbNGWPUIBxtQ10mYh2lekzRElthvQLYDtPe2YyyfJW3IMzb9Ew6egedt/jPQsAW2R8BjjwAxSnjKgcg88pjQbfJOYuH6vgPE9Qqr++8RBnqzUfaZmmhvG58dZ40nr6mKU2cRANo8qQ2b4yjymZxxlvv2rTvHCSwu51Yr7eQI2VxeiHbY4gIWWYDriA6JI0aOBUBnFhlRAhAJyArM4wRE+sXd7LE0jKuoiv0xFolGuZ4J02TDqTSjylrcPNhcKQyu+usKpG0bO/7UXJnobIsQ2bCOJaNov7mVgJyl2I3nbi5m9j7bb7rZ7RHRLwH42JmX/haA74NosFl/fw8kxXY6pjcAeAMAPPTQQ8tSZ6k7ts7CBi+pmEtZ7QXRTsbxpKzCdNHuF+202cmcEDJFUOyQuhVCcemQcBZKwkjTOIBWklhIMYJXynDGTgB2p4Ejjv0sYNEs8wYFh4FA6lghISoiZ4iHB6DVCuHSJQHD/Vqb9BToFLDqbPiMmbblcYzF/xn9Cqzg37yymYJolGMErcUVq7t/C+oi8vEWq/svFbcRAIgbCRTp7zkU7fOlS7LtTlff44CsjiU8HBdvaE7CQmfnXNJYAI67wDaPCf2lLXIXweMIGkWHjly9vL3nsJdG0IxNW2mkdOCxpPS516fXiPzWyHFUZwoDf6kAbQGriSMSB4w5Ysz2HAGQcHFmhjgDZvEpdzppCzeZOwZjpI0ZB6qev4kDV8s8JkJCV5jhfZIHz4J7vbZnutlArxtLAb+MyVhDPRL3by6X46cqU6HdZsez1KKJxjR0ZQWgx9m8/AEAzPxfnHK//wTAW86yj6WWejLXkoq5lNXtDFu5rfWuF3w+Xvjun98LIJhJfaRrk5UEVGQEZaJLbLTKCCgqQ60AVZL0IGBY7c4Q+wJYzVu6iQvPclNenCeE5aXUIxpIjlG8h/teQkcUmBuILpXZJSsyOIwVUGsYiQF7duOFZ2cDiUVe14F4hXBwIIe7WiGsVwqiBSTFtYDocM8lYbgPDpuUPgZAw9DqoZmVlZ659d+kKzqJxJgROmebl5L8uHkk/6Npe1M/5rIfr//V9Epwnuh756vKEex3KNeOHDM1QDVxkFPAu4Ejdr2Vz5NjhE9goKfHYo2RJ2mKyzWt0gobq5UH6haCUl5rdOSk17i/kzNlt2MB3yfN5a5bh/PGvolKCxO9E7pCRH8WwKefx76I6OOY+Q/14X8F4N+fx36WWupOryUVcyng9oat3PZ61ws+Hy949y+Uu98NkJjeigaJXVoQ+zRxEGABEVlZ6JRkxlICbZRpDgJQuV8DsUderRugSmkQBjUlIA2azNcB44hAARgHAcyuUTGsN0DfCUMcIni1akNSgMJyIyvAHAd9rMcVSDygA2nISgfuOo38rrHYZbtpQFhtEIatgEz1Qi77iRLUQutNOV5WyzmkJFO8PVbGeMLAA40lnlUexS/bpyzGMSFtSTTU5r2dRoSUwGkApREhbQEAXYgInBFCKgshXxanXYJ2CnBUTe5JVni2Da6gcWpLN30+swHX+TJmOpIA9KCyosowT97vrO78WFudc6uF9omBGREJoU0PJIGuwo87bplT42piiwyTrIBQLPumTPPcIsA/Z0ITk1LlsvC6OQA8XagsJcXM/4KIvumcNv+dRPQfQ9bN/wHA157TfpZaaqml7vi6bWErd0LN2ovZLXqnLTX9sPlGi/TBGF7VPwMAKsvLqw04dsjdWoApIOCWgrhK0KistTYQAkASkBtQASeFAKxWqjOOEuhhvw0kGngFQEkA1hRooRxHqFIOA9A6Ph+0YiAZq5UA/Ty2IFq304wHurBQrTiFIImCIQiwDgGckzD1Gjhjzh84wWvYgHbRfBvDruxzyAkcEmIemxATkQvs2rcBBtiUiS7SiNMxoVPm+XpVmgAJCDMgj5nk9HkdNgLMT3GfF7PJOmbTDNVdpHmv7WvCQs99tvygSmWyHov4q6tsxn28sPm8q4+WeXAOJH5cpSHnJpnopbEQAEBEf849DBCy41xmhplfcx7bXWqppZZ6MtZtDVu5iPLaaP9c+TEwqoEUpEAMxEVzWlweAoE4VIkEAHRrcIxI60vg2CH1m3KbmpARx614C6dB5BXMCKED96MA5ZSAfl1vo3tJSL+qDHJwQNiYSGZQ5xjp5sBnwFuQBsNi4wf9pu1WuxNn8zKzXQ9Qw3gMShHUHYn8JGeEvkMGQJmLtpxTEjlIl10gjbmV1NAWa2CMfddGiGeRddC4BcUeUUFfpg4xD40eOIdebO8CFds6OVYq7O5clWuC7LrY1dJP3y9TIiyruTsLuNTJLafKO1ywMtwM4qjSjixNiMQluZCQZ8c7dbcwmz5L5BTieNq6uHusAbkw0IFlUQJwuRZJEyHNvaYF/fVfkXfz8MB5uhCo7iDQV0+OiD9NLZpoAMB/6f4eIQzxqy9mKEsttdRSd0+dNmwl4EkStjIt00Y3oMNuSrPcxp6ycwUEAZXRLX8zEPvyOPcrcOzB3Qo5dshxVVPimIFOgGgg1R8zC+ObE0LohGFVmQeCsqOxFwAYewGtsa/67P+/vTePly2r6jx/v33i3vdyAEVAimSohBbeS0AETFAENZmHBBLQVIoqGhSksKEdqqsRtbsKm7aL7kZLW5lRpIBSZmRMZlAaBJIkyTkTikQLzSJJQJnzvTh71R97r73XPnEibtz37r1xh/X9fOJzI+JM++w4+fJ31vmttbKwHzJsK02N3gKt0jAiOoauiOKU7MUapdZkvFwXuTb4qPtkLjcXeAyyfhg8dGNaZ/1YsqoApaNjBIpQtiLa1slmYKo7vZ5qY09OOQQaMc2cQBn61KSFIunYvdZrTvM0naB0otRKE8V/PFBdteHOLCqKUwMUIli/sEkKtGIy5ioUIh1AQa+HUzGtloZc9aIXIzqH/m6YbYyfm6hC2iYDJntDrkvNvoxN7RcqcgN6BCYB3ckUnUxz+UZtL651sIEQkduPt57uYdWPWumjJknqPNn17XgiZq/jzXKylpD9gIj8wqrH4DiOcxDZTLOV72GPNFsZokIaaAV0FSAj3e1MSbj0WUUmwZgFologsvXDelNTQlZunxxQO/OpoMxd5hj7VCUjRxMle5hT58QcgQ4pwjpPQAPVZ1qGm0VmSsgz0eTsq5YsmIX5WFpfWP3SKtWCudkw+6L0gKR9xG4t3RDYiiAi4HHOzKO1rTBIEdaTw6lZS+qyOEmJjGtrTfJi3kHymENtNuobTseJMTVE6btcpk0imBuHDH/vEnHNCYobRW5Hn2Zki4MK6Hr5VJuDbfxTfi+kDF2RGiEf2kWsraOp0tGM3d4goUSN9SYmoE8x8vwbpM/VB63XiRXQw7GOWUCAGl3fyBNdz6e1mJy8JxroN7a171tI/hEW2DZE5Fd2cDiO4zgHjkXNVs4DcFsReWH+/AkAt8yLny0ib9yB8W0ZVjwDRmzkSLStSiBZqEROstJZT9FkIAlakeI3jl3yCMdubcY6UDofChG7JJyBJPJSlY9JEqWl8QdN4h+LuLUWiqaigVolbLQcKFFiGuFrI9WxS4mTcbKempWESbZDhBK9LZHOLKqS/9i2nk7fB04QuuMI/fFk7SCB6XHg2DHQtiaPMSULmqocDCwtztdOOyW1OD/1FIT1NXSHD+VGM2u1MkmsNwWC2jNPxTSA1Bynm0BiSDcA2ZoROPt726oSzUtqPHXoA26uJ7bR1jr9bYJh050wU8aeZXKyeSTveJTahEXQZXuG1ETDPK4uHm9vDLKlgnnbSL05YBH4epadTE0yoYrp8VbpJXmxxJg5e7659rO1r4wJ6djM9clzwO0cF+a/9wNwFwCvy5/PB/DplYzIcRznALEoEv1spKocyiEA90byQ78SwB4T0bMtoEcFQ47SRnRg6BAjSiOU2KXGKlb0lqgxQpOcyFJGLe83R6QpMZfSMxYRm7yn4jl0ScTn44xaDhpx3YRJ001CTMcNodWBGn3uVTyb7n9WMAEmcskkw2LIEWpJgo5d8j/HyTpCtwaZ9DUaHYqiSn9NSTutxlFsHbktelhfS10g19ZSFROGuh+zr2SXqbaHUk2l1JE20WadaltbGlIj2HZuNhEhtZHmpnIFZtMCh7/eUFgX8W5qMg/HZS0V+ptYX7/6mQMAycI4+cJno8pDKTvmEy9PVjRZc6Te+pgVKvm5+0FCZpip6nGyiOTmNQcUEXkVAJB8CoAHiMjx/PklAN67wqE5juMcCBaJ6HUR+a/m80dF5KsAvkpyzyQWKlccORd3veod8x9N56oHyZbRQSgA1lP5tNClSPRkWr3Aup1aIYy/uO4veYb1sbxIKJU+JIt0G0orYrzTyHC3oP6xRqEHHmaJAARRuhJ9jaiJg9WykUR0NN7hOBbtRhLkxV9su9pJRC/rCN3xFOucHkvJg8e+l4KS3/0uJARIjkL3x46jPzZFf2wKibH4oRkCwtoaukPrNQKtFUqsnSNX6Eg3HcHMXfYJSzJJtLWOs884NyhRC0MoFpdg5lKj0KH4dccqc8xEYbM4PB7TTYg2Wik+Z6TGJsPIbFpeq1iU6Hc+h+q3NjYRRHTZ541c5CTkti/621N6dDGdD2OORLNrbsRaK8eguYvezLErTyciuxJh3+hGQ5MGbXOa4fpbE4c+8JFo5QwANwHwtfz59Pyd4ziOs40sEtFNFXEReZb5eEvsQS4/+ijc7aq3z12uwkcFYgxJOHRA9tuaqhilNJ6WizNWjgUVINJxtPJCaHy2NUK8VkRM+j4UgVRJG0ZNBCxRwVCW913b6lq9zjGPtQ9rWSCNi+fRMmu2hBw7SL7xiN16ikbHPiVehuPVbpIbrgwbrMii+mRUO8xIEmUUyCYLO9jIdBVwm1NgpR70oOlKr/YP2+o72yg6FdLUihftPsOCMaiAVnGd1k+2icCIyACWGtjpt7cJoMyXQypRZxJNgZHrIt2YSLkRZLX3lJj1rBgeEkFzU7C4HvRWxJB3QkST/AEkq8SZSJUvfk5Evj5Y53YA/hNSu+wI4GUi8ofbPzoAwPMBfIbkh/Lnnwbw3B06tuM4zoFlkYj+BMlfEpGX2y9J/msAn9zeYe0Mxbds7BTQUncmAlzr785J6IKNDGskGsmyEfOj+5hFqRiBMfA0x1xSTEu0RValOObbBtCuI7PRTmvPqNuEIoiGCWRj3vHGcpD31YdJuRkIEsE1QTh0DBMGhMPfAQFw/dtg3yNMOsQb5/wGuf239LU74gxLtIe2UdYalVc3cF/OLxivuJ41rd2BaZ67fL6Rs9FojTTbKHQE0Meu3HZ0ejxGBEasBbXF1AoXuk/7fTkHI0CjPRZSgqOWsksB+VCusy7C3HClm7lQ6k/P2oLSdZtHS2NnYrX49Jw0nurm7xzf8yKJvMhOtVl2qE70cwB8QESen5uYPAfAbwzWmQL4X0TkIpI3AfBpku8TkSu2e3Ai8kqS7wbwYzpeEflv231cx3Gcg84iEf3rAN5K8okALsrf/SiSN/qx2z2wVWH9zOnzuKCuImxQw2ywL6GgaY4x9OCaxEF9xfJ3IKKNB3XoXU776orYtsJ5KJqHtgQt15aOUyuXjEVvo+5TO9khQBiTNaRbRz/p0a0dAqbTZMs4dgwgwVzOLk77+c1Wcpvwcka55B9D7tSoNyg2Oq0Ra6B4ysdQWweNjSHN2fi6GpntIOg5MJWjtXGMtZ4uVg5GdPmv9SCPeZ/HRCVhsvVQRXXIY4jMiYf62zOCpLGrDMat+zIl80DzRKVcM10ThZ4ZlxHPm0kTbEX3ySlgEdSnQ9vLeQDOye9fBeDDGIjo3Ar7uvz+mySvBHAbANsmokkeFZGrSN4rf6X2uzNIniEiF83b1nEcxzl55opoEbkewE+QfCCAu+av3ykiH9yRkW0Tlx19dGPp0Gj0WJRXKfVsB/+/HkaHh8vK/tQSogFvW5uYVQyrV9lGARtPNAeJaAPBWKLjTCKtxyRbDCaI2W5gCUzpcJ1MUzKiRpWzdxioVUzsvGh8t1axCGB3GN3aFGsM6A59Fx2JcON3EABMvncjGALiseMIk9zZMEedu/UJwvrsZcgulczjZC23GV+H1tCG8aDbBjSj9bOhLa1rt8O2jJuYm4ZcE7rsJ9VepmRRmRuipJ9NmpsQANlJnW50JqFGoDv2WONUY8r195uxapgnAQOBmZJdZxP7NKFRQm62Elj+2t/NJo2mL2O2ebTrVf90bYZikwr1hmteguDY98MW4MqXn/q/ju5jM+xQJPpWWSRDRK4j+YOLViZ5JoB7AvjENo/r3wB4OoDfG1kmAB64zcd3HMc50CxTJ/qDAPa0cB5y2dFH44ev/MtNbTOsgpEfrBcRYsWRfratmEVtAyKjArrWZrbHrEllwhQlLlFkjIynrBOSiUE6RHSYSpc75Gk82wh8pK6C1cZhipANysDNzEkRgkBESlRkt471yTpi7BHW1oG14wiH1oEY0Z1yOEehUetFTzqEXM2DXZdafpO18cyk1p9GSJ0iSxJnmK1eYm+AdP6tB9qe01CojkVUme0TECAgWSg6BvTZl6zPB9Le8zEo6Nijy3/TzUrfRPyTMBVEdOgg5XchYvFP2/PIR2/HhSxamX3aatlngEibBDrz5MLUJi/jsSLaPLWwzVJSKxnO2FLmMSagtyypEJvyRN+C5IXm88tE5GX6geT7kfzMQ357M2MieTqANwH4NRH5xma23Swi8vT89wHbeRzHcRxnnGU6Fu5LZBB9tljxYf9GI4gBFVjdaBRbS6ulbnAqHGePqR7U4XtLbeLRCmcrYKpY6bJHt8NxSZHo4zLJ5cBqFFWrO1jB1tg45tQMbuZJBRUEvXSYhlQF5Pj6aZiQCKfeBAwThOkUPHQIhyYd4o3HMLnxWLZuxGzVYG2ucvgwwvo6ePhUYDKBHD41iee11Amy7d5obR0mOm3HKFpfeVaY1t+3tVZYa4t+TomCAb3OmyxOsgtI/vQJewT0pYOgrViRxG9s9mOkax0TAZHaAMUmgNoocURAyJU7AkPj26/nmGuVS58tHfW8VTzbpwzD4xFSRH/aJu9/IKZrdF5m5hMAPn/0wbjFg+83d/6WZRMi+gYROXv+fuTB85aR/DLJW+co9K0BXD9nvTUkAf1aEXnz0iM7SUieD+CCbCP53wDcC8DzROQzOzUGx3Gcg8h4v+MDwGVHHz132VhN5ioomCsYmDQ8bVDCMPNdtWVo0qC2qNb31Q+9CMl2jChJ4GhkWb3JuixKaKLPEQFRmKLSdh2NTAsxrMqxDGPR3CL/tPnMZB1YWwcPHQYPp1d3+mmYnH4aJqedismpp6A79RR0pxxGOLSeXuvrwGQtCei1Q0k8m9bq0k3qq3R2rPOYBrVcImL6TQc+cfO+nmtuLIMeXZrRHF2OOeI8+9Llw+h2Kimnlo28L/MyV1WZ37HEwzTWMHix/ubICYHF2xxa8T3okGg/1yTGcELXhtLaU+q5ff7oXL26aXLhlw1fJ8nbADw5v38ygJnHWEyJE38C4EoR+f2TPuLm+N+zgL4/gIch+bZfssNjcBzHOXAc2Eg0AFx61nmNrcNaHYaiVu0bdd0wmpQ2FGCBASFHQYNoK+p5taqNFSSvJ6wCeuihBTQC2NZ7EyTRnIQ0S9UIjRamkn3VCmCPn74LM2l/jSUg2z8CY8kN0/fCkGwdYQ1x/VSAISW5TY+jWzsE6acI02myEkRNbMul7LoOXDuUBPQpp0HWDiGun5JEcpfL/tkmNNBESGtbMA1CTKUJCfrbZm9G3nraraPnBNOwnm84bLQ+IAyi0UF6dOX8NdpaK5jo/Kv4tG27m99Ym8agn/munlwsv7ne7Ayj1iUijJTkGfJ1E1W0Nkmj43YKtQ01Fo455ek2fDoxiEAPbSxbiQjQj+dPbjXPB/B6kk8F8HdIHQFB8gwArxCRRyJ1DXwSgEtJXpy3+y0RedcOjE9n4VwALxaRvyT53B04ruM4zoHmQItoy7Aqh32c3iQCAjNiZvi+acZBIlJKwpfaJZTh5/K96bSnx+zNY/ahuBmWYesloI8qukcetw+im6lbnqkIUvy19txmbyw6baeNvrSR1uYz/WQ9bZ9bdWNtvVU+EkGrggIha4dSG/VDp0C6NcS1w6XsX4k6ZzHPcnPSJj+mToxtoxA9H4Z6zrZ821TWyvwCyBHnvtwwlDnKN1pqfCAEE00azCJY91lvfIAoqflItVvEso210eg5AGifMqBDP0gMHf5+ANCDucFLFvqSkiOrf3ukAogIwGTMST9DNPaR+dc6MOuRVt+z3lgMq5JceeQRM8c/GXaiTnRuMvWgke//AcAj8/uPYib1eMf4e5IvBfBgAP83yUM4wE8ZHcdxdooDL6KbaLTxMy/yu6bkvdYfbX3KY6JDxanKMH1vk7vmVQhp/alsjjVzHPVfC2bWAXKEVV9DIQ02ZfXGxHqdgxrV1FrRwdRfVluHSEScHEodH/PAaES0zLRRn0Amk+J9jsayYWtpJ7rc/nuQRGesNMPOj/XcQonYq39cb4BIgQ1aq2+8WhxYhGGax1rVJI0hVyzJAnPYKEWTFQkisB9vuT2IClujRxHCgnGbRypS3qw/FNAq3PVYqTJJD01KrQH7eq3bRioWFdI2cdBGwfUaueLIuTPbnizesRAA8HMAHg7gBSLyj9m3ffKlTxzHcZyFHHgRDRjBWkRQrbdslzML3jGRbH2k7ffanZDVBmGaf2hJtKaSh6mSUPytprqGjToPx5Aac7QCOKTBF1Fjaxdb44btxKdR0N4k0KXIc8x/p1naVQHdNGZhQOzWoV0YGfvkkTaimfk9SytvpIobJOJk3fidu2zj6BDDpHRcVKxFptg3QEzDelPqz/4+GnXWiHGK9ub5khRhFxATmt9waKeglLKAJQoPAjF1kuzN76Y3NyFfWxP0xeoAxrlCOkp6AmF97Pbmp9zMsC0713YOrAK68VsPk0f1utGGOtpkRfQpRFuOz85/ZyLQ6Tyrj3xR986TQbbG77znEZHvkLwewP0BfA6p8cvnVjsqx3Gc/Y+LaNTa0TKMRC9I9rPRvUVRayXZJVpfbIp2tqXG0tcjZcbmCOhFaMRTCUUAm8fsrEKriCgETEVFdNtWXGCqTLCKptqYpRWz7NRjHIoFg5Ii8AIkcZ0myAw8zX3jcQZrEqYRemPnWWsip5sBtUPoTQGAUoFC/9qGKZHMceQkGlM1igXXglYzyb/jjOc43Wqk96LWimgixfX3KjdEpmLIPAvP8Djz6jGPjln3OFKFReeqGcOC/aS/rQe7eMnz73r50UctHM+JIh6KBsl/D+BsAEcAvBJByckxAAAgAElEQVTAGoDXIPm0HcdxnG3CRXTmsqOPxl2vekf6MIhMK/MqaBQRVx5/D1orI+TvNQks1y7WxLyRUmPz6jzPPT40Ga7GGqV8n9brWCtL2KiyRib1WAJiKhP0EjCNXdNoQ+sfIyBFUzmoJU0AyNFjtbCESbILaLdA7aanVSpsRFrnWQWz1oQetPVWIZ3GzbodaltzbURizysOIvoauS9zSVtVQhCMSBQjrYHcnKbcVKgozR5kTRg0thqNDuuvFMgiNm0Cow5nJtre/M5JsHZlO1M6r2xj7EE5iVRFu4p+24jGzm/UG0oKYr75CSYSPTyG9T6rF1vHvagSzsniGhoA8Dik5i4XAcmrnVuPnxC5ZN5zAZwF4D4icqFZ9psAnoqUzPgrIvKekxi34zjOnsZFtCHVEzaR5QWl7oA2+RBA9dIiNccYPUYTvQ65AkObvFcsBkMbx8ixx2KEVkzXz2LKslXx3EQ/9VsJmMaQux1WKwJF8mn1mnaHiUbNB22k03xqi/SctCnqvTUR/2LnqOJU5yFFpDlz81JtNePzO4+xeQwQRLafG8+4mScYobsIjcjrfuzqEUQQmEooc/Yh0ohlGP+zjqszpePqsU2SpY3Uzxsn9OZFGiEd7PKFsejZ9cY6Lm4HO1idY7dzTESE+QIhedpJ7u8yAI8H8FL7Jcm7AHgCUgfbMwC8n+SdRcR/BcdxDiQuog1XHDkXd7n6neXz0pYJmEfxJiI9RJPWWtFsWiuX6GjX+GDVclCOacUUx0VOjQqb9t6YFh+vFc9VtNd60r106IU4niPRIknT6mN+Elgj0YWIjlMwrKGLzAlz7TmqUKvVSYwnOi+jVGvBMCra7Es0QTGCOeGvinhrs6nVJogIaqlBmmTL/GcySM6rNxy5Jgpnf0sAxe9b7RyttUHrSgtyxYwRXWltPjonRLKzhGyZmcg0n1+sx0XraR9GoscsQEPqPEtpiQ4AMd+zqMd77GZA58m+txFo3f+lZ503euytwj3RAFL5vZcC+H6SvwTgFwG84kR3JiJXAkgdVlvOA/AXInIjgGtJfh7AfQB8/ESP5TiOs5dxET3giiPn4qyr372pbaw/On9R/MV2HWUozouYlSLbZqp8LDo2UIV1KTmG+rkIutw1ry0Jx3bsQLY42Jd6plPyWg9iIsk20SMAMknHD9UDq/suwpJSqmiUmwCpkd0k4PLfQRfIcq5So8Hp3Owc1qcCQf/mahNCopOIPnfxs97heZF8/SU2qnHc/K72fIs/ugr4yFCrfyyAOaLPXHZOo+B6NdSkvdgkc9p5sFVW5l1GyaPelgfccFyDnZVI+YpwOwcgIi8g+RAA30DyRf87EXnfNhzqNgD+xnz+Uv7OcRznQOIieoQrjzwCR6++oHweS+iaSeoy0Vf1SBOyUDSVcnRQ923u7TasB5yFyjw7x9AbG9CK6w49iIguTksVCcBEcEMqaRaWUCQRAHPEWiJBrKHPlpQ+e72b86V53J+bpKi/uK5SK1x08fisqIYR3AIQ0zpvDAjZ8hHDpJxXOT8webIpCBIacTm0HejvYJep73mM9oYhJYjazonJuhLRSURkG/1vjzmw6mQBHjQy34j+WMrT2d9yuE/9bXtOZvY/c3x2AAjRJNNcErBG+OdHs2f2l28kttMH3RzPQ9EAgCya3wcAJDuS/1JEXjtvfZLvB/DPRhb9tojMdGTUzcYOPWf/TwfwdAC4/e1vv2jojuM4exYX0QuwXmFlRixvwDwB3TZHqQK6sW0Y8SwyWwlkuG8rCq3NQ6OVnUyzrcJ6j3NDDtbax8UXXI7BJuRXItQgptKhy2PqyNIxz7atRklo02hx18wBtdxeFp9BcgQ4i1IrVq3dg3n8yRIhZY0S6WZukhNRbhTsT2ajzDo+1WQz4nUQYW9+y0GFFRX3tQNlSuaMEoqdpB43pMYmpltkvWFQMW0sEvp7ymwUup5HHVOyvAwqmZh1oV52hNJUqGkBPtBNG1X92EkOeok7kjcF8EykaPDbkET0M5FqRF8MYK6IFpET6b3+JQC3M59vC+Af5uz/ZQBeBgBnn332Af6VHMfZz7iInsNVRx6OO1/9XgBoo3DEjPCyzFg70K5ftqM0keiybhNVrttFVuG6rIi3UkijliH25RE+TTMSIlVh6HKktiORqmwkIasl4DR+3Ev1T08p6BjQcZJrUGfRztbjPFajWSP1HZN/OIYOnaRIMyWii4BQELLut/aDUt0DSUyzby0gMaTzY6jeaY3M2vkpc2yi48m+gvR7L2rTLjnybSwoWt2iRrVzlY8spG1Zwb7MycSUh6u/HySdn85jFdHWO27HlwV89jOLBESiWFzq2GsiqO3oqOPS60Kj+UOIeqM0ZLvK2Y1xwO0crwbwdSRP8tOQxPM6gPNE5OJFG54gbwPwn0n+PlJi4Z0AfHIbjuM4jrMncBG9gGuOPLQIaUUrKiwThQZmk6/KftB2kkteXlt9YVh1octidn7VD+RSesNjzacm/CUPcarcIWAqY5fLtMUcqSznjyrIelH91SFV7aiWjioI682C2lVswqQVsh0DmMVbgPp2Y4nqpv2zRLjnzTUAhNhDKLV5jhHN4/On70MjEIfRcF0nLasWi9ospzarsWNLQnaQWJoTC2O2mpSGLWhFvk26nC+gzVyY5j1pbLPzo5FoW8qxqcPNcRtIc10OnoZsR1fCeQiAvj/QKvqOIvLDAEDyFQBuAHB7EfnmyeyU5OMA/BGAWwJ4J8mLReRhInI5ydcDuAKpocszvTKH4zgHGRfRG3DNkYfiTlfN5uhsNgo9tm1dt0YbgbbmrtJn2wI4qYl/GtnOyX5J0IRUi1gCRBPjTBULBCBEFWPp8X3xSEuHCUPyAAcgmEYrfUzyXKO1GpmWHFntAayFLMS7WgnDRixL++gsoKcxd+DLpfMERC8TgCgR8ZSsGGEv1SQm2+RE9U83FT7U0qAv1IolQ6uO1o+OpVrKQHizRtNnrQ5d27QGszcbZdy5yoWNwtsbs/Q0gKWutr2GxhqjtB4VI35Lsxo2TVOapyLFx21avZtqKMN658ylGzm4URs+adkx5MBHoo/rGxHpSV57sgI67+stAN4yZ9nvAvjdkz2G4zjOfsBF9BJ87uhD5gppYH60eR4l8pyjvq0DdVY8RQYQrae3iD8rdPKyPm8bGFKyILMwZy23BrBYI0JMonkSjwGhTcwj1soxgqSUvmJDESIKgexJTulp2kgkotNmJCyDBhFqkh1nDQHq/46m9bnOwbiow0hS4rS1VmjLcG2jPtK4ZuhLTxU6zJhMKcKh4F7E8OlDseTkv0NLT0Bffq+yfb4hiDA3JYPOiFRfNVorhu18WcfRIbBPIjRH6Yc0Zfc06i+ArUNtPeVXHXn4hnOx9QjiwVbRP0LyG/k9AZySPxOAiMhNVzc0x3Gc/Y+L6CX53NGHzFg7lLGo9LLYaN7QxqGR4nIcmY1yzquaUKOJgpAFeBWk6sRtRViqYJGFNTtA7N8k4oKkfc54Kcz5lJuBLKC1ljEIiAgm2ZaSvNPVN9wm+tVGNFpxuXrC2woaHXswe52D9KXUns6fFZRDAdx6omfnU+0WeuOj26ao+ZwOlk377flPI7Q2dypLmMsFMnUvjAjpCYIAtjV8vv3J44G5Wci/t7n5aG/N2mi0zu88vzdFo++hXt+mxvYqy9pZRiohHhhEZOO7OMdxHGfbcBF9ggwf01uGJdyG6w+3KTaO0oykRlFVNNoOhhpNtfsdE9Mxt6lOfuuYbRLpGCI9upKsV1tA63hKiTME9AyQmBMBmbzXUYBoorUdBV2pshExYapLHdAPqoEQPfvs7+4wxcREfrOUpeTod2r6Igg4JmvJtmJ0w7AT4xrX0IUeEzle5lGT/KZYS0mQ+XhjTxEWUUVv20K8+U1L/et6M6BJfdGIWPWE9xqNBhHQWnzSDUiXRXWfIs+m5nb53QY1t6uI1uulK9dQOt9YBHEAoK3n7XVX296n5TYpUavF2Hm7+sjDlprDrUaQbsocx3EcZxW4iN4EY4mGwKytY56AXiykx0NqyfJQfbjqpbVR6Ihh9FT3ybJlWi/5lzUiTWrUO9SENZWvkitbZCleIsWmFXUQIrIKu5SYKNnTHYuA1pJspX4y2u6ONto+9NfqjUPqoBgQhU00lBBMQpoPbegC9WKznrcK4DErx5iQtvOm47G/o32V9WQ8QlsEtKmu0hs7R5oPY8cY7HuYxFivN1bxOyyv13i37TknSb/Iv9yI6SykbXLobhDQeTAHPbHQcRzHWSEuojfJUEiPiZEiEhesY9dtKkGAJdFLH8lrxFYjmGolKJ0E55CWA8j2gyknJRGwy6HIIClaLOzaesySRTC7sk1p8sGICZmirFnQTkLEJJe3m2CaotAS0cXjuT51jXTGkMbThSmmYQ3a0qSZs9z+/Lik8z7WT0r0VulKMl+fY+2pVfaUXVMqUOdrXvv0RXYc22K9ndtZi0Tzmw46SFoPtP0d7X5int/IdPsTpbW4IO/Rji21AG8TBlsxXr3edetamzolCrYe/HqScVRIK6vxQVcEB7tOtOM4jrNaFvf5dUa55shDAcxaKMYizmPRy3lUXytrEhxyVNFEMZtW3GP7sS27ywP8mhBnPbONd9Ykk5UqD4Nz1FU08Y7ZxjETqYYYe4qA0pdXiFPTPTGaEc5GflPyogrBWbS6RVkX1e4ylWS9UAE9j7kCek4VCj3u2FhKlD7LV6BtUGJ/jzRejJ7XGMModRHJRjSPncNGlhVr5WBTzUTMX2n2tWoBDSA9xYiy1MtxHMdxthqPRJ8gGpEuInOONl4kmuty429mFUtJPKaEM2vfaLYfSfQqZdOgEVNBj4CAgCmAkGtOM0ySXzlg1FNrLQEq0zrGHLuUMlYAJQrdsc8e5d40eDmOEGuLak3261jbcDcJlBgKdz12DooaL3Ra3s6JWiTGosj2O7vO3Lk0chWsTxn6EVtIyH5urUqi5yLm9y03QFJvCvRmJFVQkUZ02/mY+f2pvncisDdl/1TIq20jpVEuirin7QaCu0lmrE9XdoWAzrgl2nEcx1kVLqJPgrEa0mOieaOKBsMIdk0abIWa1hgun7Ow2wgBAVsCrTzOT13r1ELC8j4J6GH0Vi0dIEpxN63foMl9RXZn+wYl129GLeqbIposEU9wvMhAiW6LlHKAKmRJlI6I9jyHInEsimz3rYI1gs3NR7tuLqWXj6Fl6Maiv3rbY8v6ARFUW8QAFdCzMea44fWCOR7sOuZQ5i0OLpXNVNdQPztFcMXRRyy93U4QPcrsOI7jrAgX0SfJvNJ386LGTeTTyBqNPAMaN2wTBm00VECQoUQzSyIhTWTOlCPTZh66/z4nDKqdo4yB1kOrFpLsomWECEv01zbwAFIUdqLVOEoUOib7hvSACBhzdLab5H2EmaRCFbtFNOfx6vGBXGHEeJ51HMOSc1Ykb2RpaCpoCAEbsS7VNnLJvdwMxbZi1yh9Fed1nnTehxHxLn8XGLEWekzCFB0iOk5nxtvagvQ8UxvxNFepZF0otox8e5SXaVUNvQYbsS6tnaZJAjXNWHaynfcyiIhX53Acx3FWhovoLWBe1Y5lKY/5B0lgFls+Dax/Qy7ZrNsUa4O0dX2b4wlhO9MVS4WNhZqENyD7ehdUnrARWFvizXptZ8Zh2kprWUBtoa3L0zkGBCbRCqDYJYqgL+JwttX20BPc3rhU0T025xZbsaKUC5SIfk6EWYX1uDUlpUHqTUkqD9jX8xq4pOdZgqQYa0auF4nVyMEc+YdgXivvvYpX53Acx3FWhYvoLeKaIw/Fkavfs1CgzH08nwVrbxIIgWo56BCLpUDF7zRX3FDLBW0UFUA/GIe2BkdOROsRsjitEV8bDW/rClv7Q5tsp8dX0RhgEtJsfWiNfmcfdN+tpaRGI+aD9LmSR61Z3Ye1dL5hvZmX5LWuHmsB0eeGK2W+TXRVx2j95uWcMe43H+6HEov9BbncXJKxWo4vtY6xnuzhzYj1lTNk0wwj1nkME06butoa9Y6mW6L9m47ZIUiPyAB9jjFMCiztxc2ThvLbDiK59qZHI9CXnnXe3LlZNR6JdhzHcVaFi+gt5OojDytCep6/9kRoo6nG65ptGraD4RhDr/DQRlLeG/tGPXYukpebtGjFjbLcJCA2xyxWDakCGgEgEYMaGdjYI8r+JaKL03L8mMvs6bph0Bym+rrb8atIpFne50t+2OZ7KHTte3szoA1OhhVFku8837wwNUix81l88RqhL8mSPTpNypRpe7wc5VYrhkUj552JdjfnYKttlN86IBIYFuUZnuNeQcQ90Y7jOM7qcBG9xQyFtGUsyW1M+FrRW3oWNtaFtKzXLnZEtRRQvddt5YLqgK2R78iuCNHhWFQkhuzz7WTaRIoVjRT3YVLsGHqsPkwQhJiirf4RwyRFo8NabfyCvgjjEKfo+uPp/GPIojvXzTZitFpGsqUhovHyWnGYSgZ2ZX561HrNds6HSX6LsImerac9gOhGf2f9HVMipmDC48lPLsfRxePNNtpePLUdV6Ecmsh5z5Ci2k3yZQBM90thQJAeUgS/lBuXMjYG0F4LDPjsXR6/8Px3Ax6IdhzHcVaF14neBq4+8rAZEWYFdCMANxBqQ1ToAVVgb3YfwLg1IO3f1G3WUnK2XJ1oF8LZOsJpf7lucbZtJMtGhxjWEMNael9e9QzK8aXuU6PS9rXROagQt1Hz4Zyr4FU7TER9PzYnm5lL3XfMXRZ1/3V+cwTa+J/t/M4713nHTcmlbVR/yGaizMNkz92O14l2HMdxVoVHorcJjUgPxXN6XysEl4i1pE89WutF8tmyREqtnxW56oI+8rfR6KAfbZR6BCuWx/zEtnV3Enk1uqloVNv6syM7BAZQJujZXmYate7R1WoRWmIvC3CgCjr7qpFrKdHZmbEPotBixHqUgCkmSeBKwNRUziBrrWeLMJiayeOJeW3DFzZVQZqIfvk7RUAsEX5rk0li2MwB2uPaxjt5gzQv+pcA9SnDAkFcK6yk84vsQIl7IgINJD909FC04ziOsyJcRG8jVx95GI5efQEAG4muJci0lbKKwBJlHugCQch1fqX5zqLbalJbZGrCoVU6ACDkkm/VshBLsuAwmm39xLYJRxK5XRF6yZKRBHEclphDV7oYWmrnxHwTkZuDgFlwBxQLSIpid+g5qZHtMldmLnUOrH+5iFLUhEZJAnoqHfpY7RwqcmP2IWsVi4gAcAKyrRqiXSTt3OsUisBUEqlj0yY0hJQItMphvRFJ47WRfFt9e1bE6/vkfO4Qs50mJRKGGbuO9Y7rPEamGx9CcNlZj8VeIk73npfbcRzH2R/snee2exTb3a0R0AOsRWPIUEBZEWVFsd1P2YImGmoF9EyDjzhj2ZgV0G3b8CRsA2IW0EkadtnLW7/XqG8vXbY4pFdfa3lUe8WMBUQ/h1ypwtow0nGSsJ+fVNmeZY4Wl5boKVVTo8hKnJlzY08ZSaRsf0vz2zR7aKPS6Vpoq6PYOWi6RooVyyPnmCPg7TyGtr27tnI34y8jI3HZ0UfPPaddiQBxyZfjOI7jbDUeid4BVEjf5ep3ji6vkegUme4YZ8RSEj2z9zzMMemYxXKUUCPSlKZ6g4q3wCRjS5dBk4Q2E5Fuyq0FCCc5SppE7FSSNWMqszWaE7PdCIc3AhG1pjWDIEpXrAUq/qZcS8JZBv5ipnTGNIdprzYi3UTQs9gsf4WmsglqSTptkEIAMkE0HvHZ3wS1qyJikwRYo8+mEY2Z8zSu0JxnEbywDW+KsWZmLps5FWLKCboszAMjhLGU4xuKZ2U3tfHeDAK439lxHMdZGS6idwnVM51L2G24vorbUIU0qm+6tOhOK9djjNSqtgJ6XhJaI/ByqbgoSUj3MtsifHQfKuBMST5mAZ3GnvdTouf1eFUAVxtCKseBuVFo5lbns1YVG4nP3w06SerxegZ0yCJ7IMzH9gljuylWGS2JZ54Y2P0U/zNYz9UI/mhuROaVTbRzqx0p9UYgXRPjtabHzmXv4B0LHcdxnNXhInoHueLIuQDaiLRGnwHb6jo2tYtt45P01woxrZWcRKjtoKe1pK2oI2rzlrGo8/A7688VEFPm5ieyhgiil260zrIK+WZfYi0EtAcp4jloBDj7kEs9ZxXsOTprI9DDl02ApAASUm1pYcxR/tQBEWbuNWpcxi9MvnIxyZwMxZJhCUi+4s50D9Rz17kudbbRNx0d7TzrHPeikeiuPJFYVHO8saGopxtExwjRpwwjN0/XHHno3H3uCbxO9LZA8nwAzwVwFoD7iMiF+fszAVwJ4Oq86t+IyDNWMETHcZxdgYvoFXDFkXNnrB1F6BoBqtFIFcpl3RFBpEJKBV3RaEZ7cUQALktjM5CAXqq4HbdxbG7fY5/HfOBFiAuzcDU3FKU8nEbU24RDqp0lO6vFjDcwJv/4HMtG/oDIaqqx51q87MaTnr7vG/+53a/+1gDaCHQZ5cYCemacmtxIlui+Ruztue15AY10qrH3xMJt4DIAjwfw0pFl/0VE7rHD43Ecx9mV7FhiIcl/SfKS/PoYyR8xy55A8iKSv7ZT41k1GpUGam3m5Hrt0WGaXz0mnOauduk1YfpeX5qa11Z+qHaFmronMxHJJrlMy8gN4ro1yS1XNpYJppjk9121HRihpxU5qmA1dadnEhpnBeY8Ia7jLdUqjL/ZbpuEdGoLnl5TdDJFF6foOMUkz+VaqK9JUN9yzIJ6xN6BmsBnv2+lb19/R06LB1qNGWPnYzstDm8oNmIosJvfzlRBsevuBwENIEXcvU70liMiV4rI1Ruv6TiOc7DZyeoc1wL4aRG5O4DnAXiZWfYEAPcG8OMkT9/BMa2UK46cW8R0ip62r1Ipwwiz2gzFNEUZ2jKskLaidSyCjYEP1zTbaLy6AyFpI8L2uPa9Fc6NmByMqaxjxjh2fsNILjBbraKJig8atdSbitgkWer7eXO0LNZuMxZ9LmPM1UTGqoqMRrc3PY7Z+QLSzc2+EdAAgFQnepmXs2XcgeRnSH6E5E/OW4nk00leSPLCr3zlKzs5PsdxnB1jx+wcIvIx8/FvANzWfFYlIQA2F4rbB1xx5Fzc9ap3lCgqMBBAM3WjWaPGg9myjVzU6rCo/Fv6GwBGxNyqWuszA5hJ7BuKVltST8WjJtN1RVRmb3MeR6++Z7OPCaYmcp1K7KWxSW7cElOtbONTFrCp6ZzmRLL4FyDbYNINSfIHpwgxMUGPyDhT7WN2bmbbjAPaBEfKOla46hzYfQ6j0GXeR0jbmARTSmPtsDaQ8W3bv0TE544+ZHT9vc5ORJlJ/gCA1wE4E8AXAfyciHx9zrodgAsB/L2IPGrbB3eCkHw/gH82sui3ReQv52x2HYDbi8hXSf4ogLeSvKuIfGO4ooi8DDlQcvbZZ/tdjOM4+5JV1Yl+KoB3m89vRvofz4Ui8s3VDGm1XH70UTMCWiOotn5zaWs9kgRo2ShabdFH/qWDnekQOKR04huzZdAKaWmOXyPpuWtfjj53ttyeWlJKUmC1QWxk+WhGwlzobnAOxS9dxiNNRNpGxVsROj539oZikQ1jMwK6ndv6G9t5t+Ma+2x/BwD4/NEHzz3WXkYAiMhSr5PkOQA+ICJ3AvCB/Hkev4qUfLerEZEHi8jdRl7zBDRE5EYR+Wp+/2kA/wXAnXdqzI7jOLuNHU8sJPkAJBF9f/1ORF4F4FULtnk1UqILbrp+CMDNtnmUq+HSs84DAPzIFW8G0JaeUzTiOo9GaOa6x8xVI1K+YWhEnUZRkwjUdLtBRFNS4h2IVO2Bgml+ZtDYJ7Jw6waWCXss5NJregalHTamxcJiI/IRAMEiDoOketD2uNrRUTv+9ZxAQjrbcmMiESRLfWatvEF0M+cBoLRf38ijrEI6zZwWGmyjwOn4408Fhvsv81WSQ031Fj2mfW6DNmFQt+8Y8YWjD1g49t3AtddeC5LfNl+9WUSetNTGO1ed4zwA5+T3rwLwYQC/MVyJ5G0BnAvgdwH8m50Y2E5C8pYAviYiPck7ArgTgC+seFiO4zgrY1sj0SSfSfLi/DqD5N0BvALAeRrRWAYReZKInCYip93mtJtu34B3CZ+9y+OXWm/oU7aUCOVMZHXWLtIIUiPyhtFgTbpLlohULi6YV8doItCz0dySfGf9yLpfE3Ef3jiMvbf7r/7oYDrzhdSefBiNLnF3U795LNK9hDfaesPHOgnWeZTR98vQCPFBVNqej41E7xUBDQB3uMMdoP9t59dyAhoAIIh9XOoF4Bbq0c2vp29imLcSkesAIP/9wTnr/QGAZwMjjx72ECQfR/JLAO4L4J0k35MX/RSAS0h+FsAbATxDRL62qnE6juOsmm2NRIvICwG8EABI3h7JtvEkEblmO4+7H1Ahfc/L3zCzrCYAVvlkGSa1CWrJvCHzrApN8xXpEbIHmyF1LAyIjXi33mE7huY7aGdGAXITkE6moER0Mi3HBUxSo60YMqhHrftKArZLApU5Eo1Uiy4IByI2F35jrxOQzyEutFg08z+siCGzNbHr8aSJrIvW8Wb1rtv5a7bNTxLSMNv1O8io132viOetQASQuLRevUFEzp63cJFHeJmdk3wUgOtF5NMkz1l2ULsREXkLgLeMfP8mAG/a+RE5juPsTnbSzvHvANwcwIuY/uc/XfQ/NSfxmbueD6CKadseekz0Db3KQBWvi6giGGUbGxUudailb5qvaHk2e1Tdfgz7fSo7d9wcqwrDqDcKqPWpNW5sx6vJhal+c65hzUnaT0zLw7DONiSJWxX6nBXGG9EI3HkCGvVGpPrc+/LbCQiwFe/NTYK0c5luGqLZf2W/+p43YqvsHCIydwJJfpnkrUXkOpK3BnD9yGr3A/AYko8EcBjATUm+RkT+1ZYM0HEcx9l17FhioYg8TURuJiL3yC8X0DSxNmoAABRWSURBVJvgM3c9vyk5N8Zssl9srABjwnYskt3sMwvOoCXiTJKjCt/iYx6I92WT7TThz46pjG3Q8nvRflsxGpoEybFEybGEv9Hzn2P1UKsMsLlydLMR+jHv+OKx2DEdVAEN7Fhi4dsAPDm/fzKAmeQ7EflNEbmtiJyJVLLzgy6gHcdx9jfesXAPcfFdfgYAcLer3t56l2HFXPb4WuFALRfXNVHp8jfbJKoIr5Fb3U9poZ3LyKUyeKHZnyb2DS0XlkaMzqkwopHu1OCly67p2tjF7ne4vb0piMYKsoxItQRIU1qu+X7AfDGcuwWa863bsPydV4Jw5jiDiPf+qvl8AsiONVJ5PoDXk3wqgL8DcD4AkDwDwCtE5JE7MQjHcRxnd+Eieg9y2dFHz7QNB8aT0ACUWsqWoSC10WNh9R8LuelkuOE+l/qeA2FvPd+D5L1lRHBab7b+te57WYaieb5NZTyqnSwbAZRZS0mZC0Gp921vSubbRARXH3nY0uewXxHsTJ3onAT9oJHv/wHAjIAWkQ8jVfBwHMdx9jEuovcotm340asvqPYNk8g2JhZtpLb+TVKREovRtq0/nMrDNdvYhL9BkqPd/9CPXcV6sldEdMmEoSXtBp7v4T51H+NJknFmmaArVTgwmI9RT7mJKtvPm6XOU24Ik8X0GPXmJ8zc0Nh1XDgPEKDv+43XcxzHcZxtYFXNVpwt5KojDy/vh3YJYDYKDcBEoa1QDU0EurFV5Jf9rniNMZ7kOMa4iGfrXR54occY+pTHbBatO7zLlpBgXvP23bYB3+xr9Lw5frxax3q2dJ+9LXEBPYsg2TmWeTmO4zjOVuOR6H3ClUceUd7f7aq3A2iFWyOWxQpLNlUm0vIeIBCZXNRDYagiFwAiqg96kf95iO4jWS2GdpKwtCi3fvDh/hVt7W3L7jXjGJSRK+J5INSXtZG0+0+WklR5JJSIe3MOkqLkqfJJanoDtDdHzjhbkDToOI7jOCeER6L3IZcdfXRj5RgK0jExqGJSm3RHqeXlIsPg1ZnIbm7DIqFpPmIZqyjRHHtoDdnA+zysbrGIElnX85P5FpGN9j38bqPzasaxSQHuAnoJBIgxLvVyHMdxnK3GI9H7lMuOPrq8P+vqd8+IxtyzrxGZeQF6LaUnGnHuZny6dTvbDXDY8no88qvL7Wf1C1srx5AAQcw1nctx2BpSmmMNxih5jLq9LVU3/M6ew7ICeFx4twJOGJoqHZbLjz5qqeM4FbdqOI7jOKvCI9EHAGv1WNRUZGj3KB7pQTS3WT5i41Bskt5G9arL8Zcs9wbMr16x8NxsLWkzF7Y9+tyI+YLzXCZyXfYzUr/a3vQ4yyEiiH2/1MtxHMdxthqPRB8QrD3gh656P4Aa2bVabyxyTEgjOK2AbtdD3m9tzKL7TMv7GZE8U9rONFSxAt1GhK14rjJ+uUf2aR+pfvOYdWP4fiNricVG19sEz3GR7cL55PFItOM4jrMqXEQfQLTD3R2v+tC4kB6J8Op3G1XLqKXxbKtrU15upGa1MhTQY8dQ+TuPRdHpCM7tLLgZn/XYduP7Ghf2Lp63CkGcY41xHMdxnO3GRfQB5gtHH9B8vuNVHxpYMKwozmKR6X0KAA780NQYdWoHbjsSUvokjBmKkB6LZuvfoVgnIgRhYMiYRWS2moglCWkde9thcBjR1uPNqzqyGcHtwnnrEfFItOM4jrM6XEQ7BSuq73z1exuvb1OCDkRghIixWFgDhtj3RpRqW3AjoCNqEqPufx5V4M6v8Ty7jcxIXSukRWSm9F0qR8ci3O352/czSYNG3lsfurN9iFfecBzHcVaEi2hnlGuOPBRAquxhaaKvxgYyrKtMiXOrUCg24jz0RKfdR/O+reYxjBCnqPGgtXapuhEh6JJ1ZUR868j1BiCNX4rtpPFjb2DVcPG8g3gk2nEcx1khLqKdhYyJQiushyXhlFTvWeYK6bYOxrzIcmi81fUY1dpRv4/NeEoyoylfNzzGcsmC7bHKcUS8JN2KEYi3/XYcx3FWhotoZ9NYYX306guaahTz6iKPNX9JpfLU1tEK2mEC4DCx0VothlgLSh1bBBBmthhW0hCyRKNn95vO7Yoj544ud3YYcTuH4ziOszpcRDsnxbzOene76u010quNVDgbcbbNWxqoAnjwNSWJJ7PERqGHNZsJQczJjCqkZxq+CGEPJKQL5T2BuJ3DcRzHWRkuop1twVajuPuVb11opRjzKS8qRzfGvFrPpc51I7rH9+t+5r2HeIk7x3EcZ0W4iHa2nUvOeuym1v/nV35k9PuNWnAPo9Auivc5nljoOI7jrBDKHP/nbuUWt7iFnHnmmSe1j2uvvRZ3uMMdtmZAe5CDfv6AzwGwO+bg2muvla9+9auLSn/PheQFAG6x5Oo3iMi498jZVkh+BcA/AvinOat835xltwBww3aNawuZN/7dtv8T2c9mtllm3Y3WWbR80bK9cK1s93WyVcfYDdfJMuudyLVyotfJPxeRW44uEZED9wLw7VWPwc/f52DVL58Df+3UC8DLNrsMwIWrHvfJnttu2v+J7Gcz2yyz7kbrnMh1kpft+mtlu6+TrTrGbrhOlllvt/ybckIRIMdxHMfZBG8/wWV7ge0e/1bt/0T2s5ltlll3o3X8Oln9MXbDdbLMerviWtlzdo6tgOS3ReS0VY9jVRz08wd8DgCfA2d3Q/JCETl71eNwdj9+rTjLsB3XyUGNRL951QNYMQf9/AGfA8DnwNndvGzVA3D2DH6tOMuw5dfJgYxEO47jOI7jOM7JcFAj0Y7jOI7jOI5zwriIdhzHcRzHcZxNsu9FNMnbkfwQyStJXk7yV/P3Z5D8IMm/JHn6qse5nZB8OMmrSX6e5HPyd/vu/EkeJvlJkp/Nv/Xv5O+fS/LvSV6cX4/M36+RfBXJS/P18ZtmX+eQvJDk/7Oq8zkRNjsHedndSX48r38pycP5+z05B47jOI6zE+x7TzTJWwO4tYhcRPImAD4N4LEA/kcArwZwRwC3EZGXrHCY2wbJDsA1AB4C4EsAPgXgX2Afnj9JAjhNRL5Fcg3ARwH8KoCHA/iWiLxgsP4TATxGRJ5A8lQAVwA4R0S+SPJ1AJ4C4P8E8HIRuWonz+VEOYE5mAC4CMCTROSzJG8O4B9FpN+rc+Dsf0jeEcBvA/g+EfnZVY/H2T2QPA3AiwAcA/BhEXntiofk7FK24t+RfR+JFpHrROSi/P6bAK4EcBsAHYCYX/N7Se997gPg8yLyBRE5BuAvAJyHfXj+kvhW/riWX4vuEgXAaVlInoL0j+438rKQl++p+TmBOXgogEtE5LN5+6+KSJ+X7ck5cHY3JP+U5PUkLxt8P/PEbB7537Onbu9Ind3CJq+ZxwN4o4j8EoDH7PhgnZWymWtlK/4d2fci2kLyTAD3BPAJAH8M4KUAngHgNasb1bZzGwD/1Xz+Uv5uX54/yY7kxQCuB/A+EflEXvQskpfk/8Bulr97I4BvA7gOwN8BeIGIfC0vewWAjwEIInLlDp7CSbPJObgzACH5HpIXkXy22dWenQNnV/NnSE9GCvmJ2QsBPALAXQD8C5J3IfnDJN8xeP3gzg/ZWTF/hiWvGQC3Rf1/Xg/noPFnWP5aOWkmW7GTvUD2/b4JwK+JyDeQIo4/tdpR7QhjEUQRkb/FPjz/HEW9B8nvB/AWkncD8GIAz0OKqj4PwO8B+EWkKH0P4AwANwPw1yTfn+9O3wPgPas4h5Nlk3MwAXB/APcG8B0AHyD5aRH5wF6eA2f3IiJ/lQMalvLEDABI/gWA80TkPwB41M6O0NltbOaaQQoU3RbAxThggUJn09fKFSd7vANxgWVv6JsAvFZEDlqDiS8BuJ35fFsA/7CisewYIvKPAD4M4OEi8mUR6UUkAng50n9QAPBEABeIyHERuR7A/w9g33S9WnIOvgTgIyJyg4h8B8C7ANxrJQN2DjLznpiNQvLmJF8C4J42Idg5UMy7Zt4M4GdIvhh7v1W4szWMXitb8e/IvhfROdHqTwBcKSK/v+rxrIBPAbgTyTuQXAfwBABvW/GYtgWSt8zRV5A8BcCDAVyVk0uVxwFQr9TfAXggE6cB+HEAezp57gTm4D0A7k7y1OwN/2lswd2542yS0Sdm81bO3v1niMj/kKPVzsFj3lPWb4vIL4jIL3tSoZOZd62c9L8jB8HOcT8ATwJwafaJAsBvici7VjimHUNEpiSfhSSWOgB/KiKXr3hY28WtAbwq+58CgNeLyDtIvprkPZD+p/xFAP86r/9CAK9EEpQE8EoRuWTnh72lbGoOROTrJH8f6WZLALxLRN65mqE7B5gD+cTMOSn8mnGWZduulX1f4s5xHMfZXWTP4jtE5G758wSpFOeDAPw90k3dE/fxDb+zSfyacZZlJ6+VfW/ncBzHcXYPJP8cwMcBHCH5JZJPFZEpAH1idiXSExQXQw4Av2ac5dnpa8Uj0Y7jOI7jOI6zSTwS7TiO4ziO4zibxEW04ziO4ziO42wSF9GO4ziO4ziOs0lcRDuO4ziO4zjOJnERvc8heSuS/5nkF0h+muTHST5ug23OJHnZonUWbPsUkmeYz69Ytkc9yXNIvuNEjrssJD+W/55J8oknsP1TSP7x1o/McRzHcZy9hIvofUzu1vhWAH8lIncUkR9F6lh422087FMAFBEtIk8TkV3TAU9EfiK/PROp7bfjOI7jOM6mcRG9v3kggGMi8hL9QkT+VkT+CCjR2L8meVF+/cRwB4vWIflskpeS/CzJ55P8WQBnA3gtyYtJnkLywyTPzus/PO/jsyQ/sOxJkHwQyc/kY/0pyUP5+y+S/J28z0tJHs3f35Lk+/L3LyX5tyRvkZd9K+/2+QB+Mo/z14cRZpLvIHlOfv8LJK8h+RGkDpgwx3kTyU/lV1nmOI5zUCDZ539L9fWcVY8JKP+PuJTk2STfksf2eZL/ZMY68/+9vO3TSL568N2tSF5Pco3k60h+jeRjd+ZsnN3IQWj7fZC5K4CLFiy/HsBDROR7JO8E4M+RRPCG65B8BIDHAvgxEfkOyR8Qka8xtRj/tyJyIQCkYHgSnABeDuCnRORakj+wzAmQPAzgzwA8SESuIfmfAPwygD/Iq9wgIvci+T8B+LcAngbg3wP4oIj8B5IPB/D0kV0/J4/zUfk4T5lz/FsD+B0APwrgnwB8CMBn8uI/BPAfReSjJG+PVMj9rGXOy3EcZx/xXRG5x1bukOQkN8k4WR4gIjcAeFze7zkw//Yv4E0Ank/ysIh8L393PoC3iMhxAD9P8jVbMD5nD+OR6AMEyRfmKPCn8ldrAF5O8lIAbwAw5l2et86DAbxSRL4DACLytQ0O/+NItpJrl1xfOQLgWhG5Jn9+FYCfMsvfnP9+GsmiAQD3B/AX+TgXAPj6ksca48cAfFhEviIixwC8zix7MIA/JnkxgLcBuCnJm5zEsRzHcfYNC54WnpafKn4qP2U8L3//FJJvIPl2AO8lGUi+iOTl+engu0j+bH46+RZznIeQfPOcYSwzznuT/AhT3tC7Sd5KRL4O4GMAzjWrPgEpkOQ4AFxE73cuB3Av/SAiz0TqHX/L/NWvA/gygB9BikCvj+xj3joEsJl2l5td3263iBvz3x71ycpG24wxRfvfw2Hzft64A4D7isg98us2IvLNEzi24zjOXuaUgZ3j582yG0TkXgBejPS0EAB+G+lp4b0BPADA/0vytLzsvgCeLCIPBPB4pODIDyM9ZbxvXueDAM7KTzgB4BcAvPJEBp7tgX8I4Gdy3tBrADwvL/5zJOEMkrfLY/mrEzmOsz9xEb2/+SCAwyR/2Xx3qnn/fQCuE5EI4EkAupF9zFvnvQB+keSpAGDsGd8EMBaN/TiAnyZ5h8H6G3EVgDNJ/lD+/CQAH9lgm48C+Ll8nIcCuNnIOsNxfhHAPXLk43YA7pO//wSAc0jenOQa0uM85b0AnqUfSG7p40zHcZw9wndNMOEeImKf2I09LXwogOfkp3gfRgpa3D4ve595Unl/AG8QkSgi/w3JTgcREQCvBvCvSH4/krh+9wmO/Swk6+P783ieA+B2ednbkP79Px3AzwN4ff5/oeMAcE/0vkZEJCc9/EeSzwbwFQDfBvAbeZUXAXgTyfOR/nH69shuRtcRkQuyaLyQ5DEA7wLwW0j+5ZeQ/C5q1AAi8hWSTwfwZpIB2Ws9crwHkfyS+Xw+UpThDSQnAD4F4CUj21l+B8Cf52jIRwBchySaLZcAmJL8bB7zHwC4FsClAC5D9pKLyHUkn4t0E3Bd/l5vJH4FwAtJXoL039JfAXjGBmNzHMc5SMx7WvgzInK1XZHkj6H9/9Cip4qvBPB2AN9DEton6p8mgEtE5CeHC0Tk2yTfD+A8pIj0Lw/XcQ42TDd0jrN/yI/nehGZkrwvgBdvddKL4ziOkyD5LRE5feT7LwI4W0RuYKrS9AIROYfk/wXgpgD+5xzsuaeIfCYneJ8tIs/K258P4MkAHoNkQ7wSwNNF5I15+duRLIsPGSulao9vvjsHbVL5obzfJ4jIJ0muA7iTiFyelz8GwP8B4HQR+aHB/l8D4I0i8tYTmzlnr+ORaGc/cnsAr88R72MAfmnF43Ecx9nPnJKtEMoFIrKozN3zkJ7+XcJUwumLAMaqZbwJKY/nMgDXINnr/sksfy2AW55MLwIRuZGpPOv/lxPDJwB+DymnCAAuQHpa+aITPYazf/FItOM4juM4uxKSp4vIt0jeHMAnAdwv+6PBVNv/MyLyJ3O2/SIGkegtHptHog84nljoOI7jOM5u5R05yv3XAJ5nBPSnAdwdqZrGPL4C4APZSrKlkHwdUvOt7220rrN/8Ui04ziO4ziO42wSj0Q7juM4juM4ziZxEe04juM4juM4m8RFtOM4juM4juNsEhfRjuM4juM4jrNJXEQ7juM4juM4ziZxEe04juM4juM4m+S/A8oZPq85dmlvAAAAAElFTkSuQmCC\n", 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96vZb8M6nPn3nWA8HCECado6JiYmJiWvCI0WiP+L2D3eZxHvqbCS7luBrZM8iwNz6oLFoTaVUb60fox3zVMEU99+ynllJelJibfXtvM16lD2VMZKjolYJg21STCQbETOJ9gg0X/F4LP8hUiKtZbWxKBlu0WxGoHuLwHA83egmtoqeqBFxp7g76RysCUl90nbpmhK9R1TV2jFMlLqNhcEjnsL4W0xhRCSwsTy2jOTdVdqNl1k3nBrpj5+JpdzlsbRza4utqqCP8YkqmDa2nbo8EGm7z0avdHf8Ic2kgh5uIk0ApUmiJyYmJiauB48MiX7y9ptR0Hydm4QKVyCFrGQUJC5OluxdRvONZqxSxlqXwe31Lukh+I2dfAcyXbRKXEEGvJyKLK1HXyxRayPQbAH2+2jbkA14jYxl0nIeao+oVIP3WseAGmmTfmRwKBJjft/CGccqP0UJtFs3Bm5vr2erfMit2ImdPRZ8ySAclYyLgnv06yPXJgMMLDo45hNuXmr2cbC2uB2Be2I43gfVKxYmmP8dYdyNwCYuyLz2HSVN4KDUPNAc7i2/Dl7DUcd8f4ViQ7jtzuJG4Inr5rOuOGuaiSWGgBYd9zDm8TqREWlbWQljZCo0ehJt9+BH3P5h/PxTn4GHDzSV6ImJiYmJa8MjQ6LP8y7HjGEnS0ZUjKyQFKEAmdkiqbrbyLEX4+D+uL78T4wFa0eqiEOuMJJW1kNnQzBy27XxHP9u7K9Rfz2ZE8FKCYlbsY84FoZYtMOLqKg+3xcH2SfQhnTBtoLN9qGbGLH1KndjHV7zY4WKhuZTLsPEqYbPxn4n/x4w3i7km/qq3xPR5mMbEX3ixE1JH9VlU7St7d0KhZHrncG0855Hon08tfoga4l1zwEfVgfisa1E/RjzeFNBBKTDDfNxT0xMTEw8MngkSPSTt98MMTFs1bSoBFqkm6mN9sOUQEpKjEgDjdAtKLKZDf1mxZbIwDjgqOcorigCUJtEAXDLiTRcD22+7JaYsfXCmpo9wkhdtALoGx0xtii2MWpNFHLySnmFM9a6oDA1YtqN5XbscyxbrVF00YMtE4/aEVwGNW8x9RsljQgaCTVEf3NhUciPuuHxWGTUSqUNcQSAnBjEYhEhtbmYVhzj7mRyVbsVCr/mlFT9X+Ve2JDwfoOgF/vm6v2LFSEB20AajsE9gW/lxvvv2vcoyW5O2wx6ngWomoXmLjGK8RhxcvNQpnVMO8fExMTExDXikSDRIwgtucGeh5IkQmWDEo27lD62em+8URyt4l/bjJZ57bKCASHS4zJ+QthwppvmbGPZuHwfzz0q7h156zbDkS75FyQWkrUyEEt+mz924421931j3GkV2oh1tvxpfTQ1XVTTBBC7BzyeR9rQzikt3m8PACfQseT4WuXqrqX/Xk7SvsotBcOPyQSco6Bv7BZcuwkZhc2Pp4qjEO8ry4AS4RP3nX3Xe8+1U66Ji1RTDNUX23dP+7ftX4Cc8fxUi3ifjvfkw4Np55iYmJiYuD7ceBL96md/ADX8fY/kNdo3Ok90R2xYjaIV0OXxFjDW/kAnlC4azMh4JjnOwkfx0tajH5eJsKZbspROScls8o1jmYoq3av7tCOcZDIDtHSbCSOpke+uSFyR67H3eWv1QTnvrU6Z3pwrVPaz8UuWJpcGUhlSJqyIyyEVr4Zo422Wi4rmq44WFDlfbp8N548b3ewYpaamQNeEUglna0ZhiBLNusxPADMjJZa2E7BnvdgDcYuhszH0a06MzLVtYjxB+M0yEQl0vDfH71yEpBoJ9/YEUh7Lv7sdaPA925gWWIEYbnGQ3LdhnNQRMf7Qsz+In331Z9+1nQ8KNJXoiYmJiYlrxI0OWX3q2e/vnqdIAiJ5Nq+rKYi+bL5dYh8RyQXZEr39BPXZyGviilQLiAtSVVsA19COkdRz2xSoG9oyr3IsK4ayU92u9bN5bMmtCBWprsj+c5RHsmOye2hPkUlLc/Bqh6n9LElsG0uqWKgipyJlxFPV11b5SfGxYNG8Z1OFzd9cQa3sy5AQYSNlGxzXoECXKiq0EehayR8ttzqWD4+VG8+95hSsO/a7buSLCq3dZ/Fe8X6h/148HmtFSHtv84hmMTG27isLsVR3/DwC0T+VgR7GM06Y9svEP4zK8xaU0oV+7nocos8homeJ6B1E9HXnfO6TiKgQ0Z+/1I5MTExMTNw43HglesS4ucoIweiFbgS6qdGR3pp/eM9jG3OEc12d/KZakKrYOYTwkHiu0TalMVrSRFYF2VRkI9yAEKSKrJUTk9MkDuQtU+/xdjKv5B1QlTNXlLSI99s8x94icvvE6CXPAIgKUtj8NxZvMUvKkioOdESmioWOLX+bsFvpr5HjjJGvRdJZOIEZ7tU+1oxVM6vXImTQFOii86GK5tQgEk/0aDWJxVvc1hPOX0ksEeY39s2h3AhZVJbdusMJRBlFVx/cdjF0sifKACiJfzqoyTbYxEnvqfB9Sihp6doWr1/WBJjRBtRNUM7x2cvvbfJneKjU6EtSookoA/gmAJ8F4D0AfpyIvouZf2bnc/8lgB943iedmJiYmLjxuLEk+g/f/h7PQY55vAnwaDgArYCFb/QqgayykpPeQ9oph67wNXWP0NI9fIOiqs+bzWNBzbTvu9dYLSJRRW5fFHuJf0+9rnb+rP3JEPK81DNXwSMZl02SbcMcgzRDOqkNJiiboM77bIkWlPqNf+33tjlyoVVJdMGBz1yZB4CSDii0IKWKwgvOcEDlhJXzpnhLPDYAz6ourkK3zGpDIiHOOYn/OZGSZ2Ih0EnUciPSNgExH3mmVm6bhZmh6DUrJJnZQujln0sJEyxTdW2iRMQ4sijrCYwVB4ye4lMeaqYKogo20mxj4kkvtVPJK2Uh0no39McTB7oV5SlD4Znx9zj28XdGH4cHPDybDOnyyn5/MoB3MPM79bjfDuDzAPzM8LmvAvAPAXzSZZx0YmJiYuJm40aS6I+5/d3nLjb3to6Q2cFRdVSSQFtyAfRL8vK+ZAvLMffPLuqzHbctv4+e1LshLu3Htrm9AoxMEqXn1g+uGxLfHWMs9rGnjA5RcZv4uZDEAWyLzLixwCcYJg0fgWSENLSP0VTpcK6oDMdIO6DF7Ul7pOVJZ05MjGwEOgmBtjHLsZ3m5z7R/nYN1MDDWac8lkcd7B5dtUB57lndPs7Zxy+hTfhi1FyiKhGI0NUGat/3KxAmVUairdrgfiSgGDZYyXTdIcTxOyfva+/fw+f+uohVQ/FiInpreP4GZn6D/v4SAO8O770HwB/tzkP0EgD/JoDPwCTRExMTExO4oSTaFFUgpE2QbbSKy+3bSLtGMoVeQMmSE969HLcT6KwXKevvZgNIvqmv0KKpEoM/FgnM7NaBnsAlJUmpI/RZNyHaRsZDveM2ko0dhDJqyqjDsv8IsylY6kVX5W8g0ntw+8tgKTC1PwFAPSKlA5LmGpuV41hzdz4juzFNw6PomFomNcErDpoyXcISRE6MQxaftm14jBYOixU0Rd/uEeuPKdArH0QxB3Xk+TwUziHSr6nmoo633PFG6hmJhaZXJGQyVbtP5QDaZKjlzfS2o7hiYBtYGRIxmMLkbFtKfquQ95PI1h/gISkJfm92jt9g5qdPH2mD8ab/WwC+lpkL3cP/I24yiOiNAF4L4NeZ+WP0tQ8B8B0AXgHgFwH8RWb+retq48TExMR14uGTlu6CWy/7sLZRD71ySU4PQqrAjsrYQBul+BTczhGOEZVmI6klLfpzcAKt2w+7lgC9B5uJOv9tpdQRU+tT3My41DMhz7p5sFOhQagpgwdP7zhJ2LSHW36yf6bbMEdaalsIVfGiLFqshZNmY5uNJUxS0D5rP5ZJXW1jYLBvVGDTFrNiZE0BWZQkH3LFIVcs2ciz2jgstzoQ6PG62sZTHwOdmEk7kudnr5yx6mQo9tt+4njJ2EiaiEygMkpNWKvYWCyiz85j5pJB09exa/cHh3tpz7cfx6kdJeaQF7UBBRsLsavkeznlI4E2vOr2WzbnfbAgULrYz13wHgAvC89fCuBXhs88DeDbiegXAfx5AH+biP6Ny+rJQ4q/C+Bzhte+DsA/ZuYnAfxjfT4xMTHxWOIGK9HiX00IkV9hU6F7l3dVaDTlGISSDkqEk6tvVq0wIlakMwhZPbTfqSc4hRclVLlTMo2oJN14VrWYh/lyjVxZLywN5MBnSFxwa/09pFqwrM8BHEggZXDKKPmAkg6SD51udZvPTqnRI4GWss+2/p86P7d+CQBQABQlnokW2UyYF5TUiL3kVC8oEFV+5SQeZy2QYipyFt0UKUl1x0h6M8lGxaTkz1Rr689a+/FdUnUCbd7gbb+l8AgjAVSdoB75FlbOuFNvYd1Ry+Xamb+62UL8PtDJgGVYGxYls0iAFUf3PpBs+PSy4iFZe5zs+PUZMqFJffYxM9z76pOZdn/uJUo/zPaNEZcUcffjAJ4kolcC+GUAnw/gC+IHmPmVfk6ivwvge5j5f7uMkz+sYOYfJaJXDC9/HoA/pb9/C4AfAfC1D6xRExMTEw8RbhyJ9qQDK37BshnL8iaMr/TKNHdV8YCgrrlCu1/0Yny+Uek8nkzIbkF2csOm1IKCiusNdFJtVfuER3H3eflo2/hmWdS5aKRePSL6BdomyUHZRurI115fx2STEeZbjqTQCTdkd9+SCGe4hQVF+kNtUlBY1NxqEwS2yUI7XmXy4i5VNzZ27YxVEal2VRStXLgRU3vfLBTeTms72jWplFTvT77pMarH9jkh9bqNj1qbupWRMaPZ8rGJw2vwRBgb/4sUgInXcOzLnqfZ7n2pysma9qLfoXDtIvwwbuo5qXZfJyQn+vkTfWZeiegrIakbGcAbmfltRPTl+v7rn/dJHh38AWb+VQBg5l8log/d+xARfSmALwWAJ5544gE2b2JiYuLB4caRaAAeSUdaolueSzxYb/GQCLqR/BppjjYMI8GRLFzECxzJc+WEFYsq0E3ptkeLa5MXWkqGtTe7BaVXTaUgi2Q9H8od5HKGvN5B4hVpPdPGqp87HdxmIkp0wsqLK9pyrlikQxVPEpUUaUvQdvtudgtT1yshUcJaGWtKmiN96Mir+cKPpZUW3x632QaIAaQWrScpIBVLWvX4q+doj2kZ4/UbJzEFGQkVqxafyTomZrU4q6KYn5UFx9rH2i2JwFTdL+6EPSj0icTvvpnYEXfkP96X47Eyr93YWGnviuSWfkZ/j7V21j42Uf3eRG2TY7T2cFS8A7mW8ZIrQoMyTah48vab8XNPfdbmOj4QXF46B5j5ewF87/DaLnlm5i+6lJM+wtBNm28AgKeffvp6Z1sTExMTV4QbSqJVeaaQXICm1LkCbWkcXMP3onrc/wG+G3HcqtDBx6qb/2IGcjxm55nV1woDBELSvjSa28iu+1qtkIoXdVlBtfhyPaOPxBs3oMUJgrVE+lORSVIbMgnRqkSb6LnYh3GcIqFmMFAXVE2DMB+y+Z8tteLUWI97tkz9bckgrBUJa4unU6Lq44rtdd319XKbwNhkxoi+5VKvlboNi0Qk0YQ2ltRWKCz/m0FIzKiqmlsUo1V2HO0l1F0hc0e3rO+uL0R+7rvdr0C7590+xAVMSS1RYdJITXXuvk9tZYRQds95nUT6MpToiXvC/0NEf1BV6D8I4Nevu0ETExMT14UbSaKj54Dc1gFVowUS+VZDdcItgfbHSIaDWunnCMvwQrhyZ1NgEAqWRnnD9z0hgQg1pDw4OWRGStmPxGgZxkbMMmQTYa4rlnIGKitSERINz4Pu48/scaRngCiKZhFJuu1xIaDwspuBHI9lanpBBsLmwOoKL7CSKNGp2jkE5rc2Iu1jRL1aK2Pext5i/UzFtSIzWTfKGfm3duah3yVu4Bsi88YViqLvS2lxqYgY0zViQHVXyEeTPvSgQnZ3MrUzle51a0MsUnOod7x4jpWPt1UTpoRC7Ksnw7zO79GIeP/Lyk2RRBjWCDxdzWFQ928oqtM2SdmbFN5txeaqMMt+Xwu+C8C/C+Ab9PE7r7c5ExMTE9eHG0qiBXuFUkyZHRM8RvREc189Dh/Wg2+/7wkLA3l2j3E4huq07SUWclJByEFF92PYBjafEJS2ieRDtAUAACAASURBVHAsV+4RfReLYQs0GQlS2IPoiMRJ85Etqk89w0quQaL0EsfkbOhYNGIqVRCTTwzOa0fr79Dv8PvdynV31zlYHWws4jVyNXyYLNmkwSYFVgnR+pVVBT/dhqrtlqxoMLBY1UEj26i7pNNi9rqy71XsHMRt1aTCbB+i8xtM9d9tV9wP4P5osUKN94mR9tgfGc4+7s5WF7Azjg8Sk0RfHYjo70M2Eb6YiN4D4D+DkOd/QERfDOCXAPyF62vhxMTExPXihpJo/eM92DFieWVT3/aKjzjRpJ4Y+EY3dScDcHotxx+rEfYE2q0kwXqQwBZOhyrZC87uKiSHmbmpfd52X9avWs0wKOvc1G1QBiih5gWVFtS0oOSDK+xyPKl22PpjZE9bpseMmySdRKv/tvACJsKRF1HjVQUVMmqVBUkJdHJCRwDyoDIn9a8zWnVJI8xNue1J87h5TzYDklLH4bqwrQ7YJsFFleXkudQljjsaUbbX+oqIZiGxeL2Q8+w2nNa2jNU9x3YfeeXMmMASVyw0+zvXI5Zy5rnfdm/WlAFNgSloaTARPa0+jb3JZ/9+r5LLfV08z1zGq09CuR5LB007xxWCmf/tE2/96QfakImJiYmHFDeURG9hf+wBdDYOQyTOPZHuFeiK7CWSAYj71SrNDWpcVJ8joYkEmsCdyhzVwqi03q1vEUwJnHJb6qeESgs4ZY3uow3Ban5rfW5qJrOTNdIiNmwKcthgJoVAmlFiRPRQ770vloX2evUxoWZt8XHD1vLginQ7DzOhUAJx8u92EyHNYi6cUGr2zYzMhFg+fCTNRqhTOKdZLuz3FF6P16itHhQdN+ix2qTI208U7ovqlR6t8mSbLFkhH9pMHKNN5xSYklo3Tt9reysXsW/Szqp38+D3vy4iTYS0nJ4MTExMTExMXCVuJIkeKwt6hJepzyfIgmuZXUntWPDCCmm0ZA0jjTWqoIGkjt5QW6435dEJiPpOzddrxxDyh45E2vdiuyslEGXUfABpGWoA4JQBIqz5Fpgy1iyZ0FLkJQdSG/ziZitQAh03sLG2WDyzW5LPqqqXKlnPpSaU2jzRptgaabZEDQrqrR9Hi6qYPcA23sln+wlHJIqFRek+4oDEVePp2vUxi41tDjyrqkRXCnF1rdLh3nX00uYkedMSlSd9sPzpHNRo/561g/oJRULpVkoaidatpHodJE1DP2MWjlA0p9DSCvhYkZaQRmJVMOUeZyfQYt24OHYnSt0m2qa/2/11LXhMqgdOTExMTDx8uJEkeg9jCoGTleARjhUG42bCSKDNdjFuDoxkCWiWAT//ucS9j0hL1HzCY46xfEcKgFS22LpbACCRdapA06JL/Vrd0AqqWLXAyqnbdBbbLz0srnza+HVjBdnIZrnXRxxQOONOkcfnyoK1JpytbaxSsgxnebRy2zlV34Dnx2fJemjFu7WdTsDHqpQJza+c3IsdCbdvANWKgauqz8eacSzZfc7ymXYdgZiILMiJnUAvqRVV8U2EYcKUwj3XfoZCPYFA+/3CAMHU574QUPNBE4qWbfdrHLPIh0qJvgnRYvBsTId/HyPiSs6IqJqPk09730buQarRc2PhxMTExMR14pEg0SMBGL3LADr1GeiTByIZaCWsmyfa3jtvOXz0Qbcy0noebpuxEtRTjOa5jl5fUdmFSIOBQhlIt0QxTrZRTC6d5VyvdBBqrJnQNi7yWMPvJ+wYg0/cKy/qBGOton5K+euEY9ES1rXZMYyAUiCbUbF1Eq19rMie+d0rwYGQmsrLfRqKf54BpiqFWXwMh2tZg3XjxCWMbXfLRojWcx80NYU9jnF3L6CvFOhjPNxDcQLTTaJILTm64mKVJ71ozk6hlXg8c+IbkZbrb5URt/8+4krOXpu7POkTGeLsx3+wpHZ6oicmJiYmrgs3lkSTpVToMvVIADqSEXzQVtrb9UIliU337Mmzn28gn1GVjuQ5oc/2beaMRnQyFaQdFXtDEGNfPU5NKwHqd6oWC1mLkOdVrSiyAa54fB06Ij2Ug7ZJBCUla614zBnfcgX6WDPetx5QKuG5Y0apwFoIRMCSgUOWHixqebiVpRhKGpT2SsnTSmpIeWhKMnCKizFTV0EQ0NLp1MqAt3HvCabYRvrjjXaVRE2BTqn1hcDIqfp3xpUJO6eoyv290hFRfdl96GgWJGKx+VhJ+kKLRto1+0Zc2Ri90AyJ85PIxwWkRJoC6Rf1vG0m9XEYViL8mMFyYrYb6YNktY+kmZHwkbd/CO946jNx5SCaSvTExMTExLXhxpLoiEgAgG1qh1s50BOCToUO8WwjObLXRqLeiEkjz53ausMEo4K5KcASNud1r6MlJiSrOKek0IjVsTblGJBoOg1YBivhQVTHqcqj+mX7MUluFyicsXIWS0TNqkATzlZCrVamm61uifu7Y3qFjYmNy2blYEfBHFXbOBkRstgUcEs8YTlY6IUemUzdbpMj57SD+GpJHDZ8RsytDzGFw2ARhd11DrnkXb+IWgwjuFUUHPreJjTNvjHev+N3whMUSpoFw73STZDxsttjZ9UmtnXv+COR3nzvQhkhl4OpRE9MTExMXBduLInu/sCfqEAIbDdwRQXaSEkrQiLWghzU5Ggr6L2vzaKw54M1bzKzMtlwrNiH2BZTkaMdwdsc1NpO1dXNeasWcDFSeMgtBo+SttNiyYgAZLcnxHbbZsSCRUp0V7Fy3CkLjiXhfWcJayEcV0JlIJEc7wB2Fdd80baB0WL+xsItEXspJd3EQvtm5LnLKB439nWqa7QibMlnjLYDxAtNYN88GD3dXQSfTYLUilIoSVxh3PAKhhU0qchOoJ08g6UsPYtmjqBCM8jtG3J/xIqTbfJWhklg/EzbDJt9TDKLH94mG9idcFJ3vnHCE69X5bYiMn72qkEEpGWS6ImJiYmJ68GNJNEevUbNlrHxPIey1/K4T+BGgrCnNkfyLI/NorCXtSznV08qrMgKb45nUXpGksdqesU2vYXIPeH5OyR6qKyXmD1L2Y9PElFXg+ItxLD5YZvFRQusqOq71oS1SBKHpHE02wXFH/REE+htB3t2lT0YQT0F85fHZAx/L6iuYFGTOVXdmGjHl0dzA8SJVEpN85WJwJZAx3Za5cAYl2gKsBU0IbBfO1OGRYUuSNU2iRJSBWpuhNRXBnYGI07fNu8PlhhfATAvOhhEudtc2v6N9FGO3bjv/PsAdDUofO9Vt9+Cdz716Zs2Xy4ImEr0xMTExMQ14caRaCbyTW9GnK0Ect3LsN2pSiePQ6GWkOvcKrX15MLgEXHgVl1Ol+Wd2CchV6RL3nvHt2qArEqyZRnHinp76mlPePvqehYxtyQjz1AC3dI6OFz26Lc2SLLF0kXZrYWwVsJaxMYhYwYsmZEScCtbkkU7nrebAyHU6oexL1ZCffd66+tGGBOASlo6ZojSaxYSs23IykLhKpUY0Wwg1paikwEj09HGkVORx51S3XEyUNWHXJGdTNtHk2dvh6xwLlK+3R6rVKLklOWHEjid3sg6TgKtCmOEVUzsiLR+NqrJTNT5+ONdemoFZFx1ie2JE6YHQaTjSsPExMTExMSDxI0j0QC8cponSNhjSC64my8z/uEfbRrRw6sf7r4TVdJYRdCW7zn4lkk16Eig43J8RSMeHt8WyHPMMgbMyys+5Jg4YWT5vOItnRof0zDAKBjIObRISbBPmILtdmsVAoVI92kW43ntnFsbh32It6/twLK4RxU6KuDN96wWBgBEVSYZkMSLtWoE3LiJ0/oQvNDR3y1NHSZqENJcqa8Y2CnXautwJVoVaCorEq9ColFRAXmPt/fvWNp7bMeYKDMi3re24pCoV5D3CLTbagiba3vyPGjVKK8MND3RExMTExPXhxtHohmkqQVtmbuwkWjJet713EaiHIhmV66ZVphFI56vUp8bbSQzwZRnBlRx3IOp0QlN0WRQl+LAgUDHanp2vkherJJeIm7EKsknEzFyElU4U3Fvb9d2V2UTxo11Bqv2Z5sJTbHNiV3xzgm4dRD1+YXLioMqt7a5MHqG7dzxWoiib9acrc2jz0Buk5JMcBW6LxWOLi/acpydOHKbaJGmj8jKBlxdb9dMFW2qWKjofdFsFxUZKxrB3GxGtVxm27hHqdk4akGuK1I5YlmfEyW6FiBl1HxETQsAQuKiaTKtOqZV0Ixqur0vfW5jEsdmnAAWTgAtYC6dj9s+M05EGaqqeyn5LS5q1bk8zHSOiYmJiYnrw40j0UBToJu2K89Xzr6sHYl0p1JS9SXt3ke73SBo+Q6GXt2uXRtYSdK4uTEmGYyK6UVhhA6Al56O78mGtf79JRYE2TlftIpsUkLQVPEa1OPofc6JkROwpBYH58VILtC/DckLhUJie0Y/9d53m31j//jef7INdwnJcrqJAE4uSKfwXT+OEmibjFTWCZHdD3rcveQOb4+TarGZUBU/NNUCKkdQLaJCk5DnMqr5UcUPb9lrtnnTz7d3r5Fdd9KJAAFqQdlYVYa9BDbxa+r7Q6AAE6YnemJiYmLi2nADSTRhZS00YkkS3BTplfPGRxx9su5Ldc9os1jsEdxRXbbv21J47awbpqomfU10YpBVCayIXtKKhEyETBVMFo+X/Hjx1ClJu7yE9jAqdlSLZDukgkM6SrqETwr6zGqpeBd8tWibGG2j4qplvQHxDS+ZkUjSP3Ji3MoFS5Lz5VQ8laMjotTH+fmmzEC4S1hVMKU0XsdNWW4IaY/Po2Ifr6coyVUJtPjnEy1e3r0yAzX7sUaQVyZsOdEVCQuK33/yvhDtNEbW2f0Q1Gn7gfqhUQuIEkCkBLtNfsYMcz9u6C8IiFPLsZqibWI1It0mm6w2lDZu8TxN4Zb/shXHcTI9TFaHDZ8fcfuH8fNPfcZmTC8DBELSTZgTExMTExMPGjeORDP6OC0jGGY/sMgyIwlGChIqKpET3YhRld6c81SVNlNPzYoQVOh9UtcXORFVXAqiCJmW3gFp4yfNgTjGTXSbvlArtLKxIQjtkL4QkEXKc2JkcuzehkYRbhlLEkIlZJqxpFidMGxLG6wETZFviMqtvb+ZxATbwl6VwL3UjNG6E33uttEv2eRGr1ki8uvVrCjbDY++URTsv2dqG1E37R/zy23zqb1uywo7RvA4gegUeop++20VRPN0741v7E9Uts0mcjdd1+wrsml2ez2kgE77/UpBaDtCJyYmJiYmHjBuHIkGCMWWms0Pykk3wqnfl6Pe2zZ7yR97IT2mJO+hVYTbRos1B2pv8xA7RyucQXpes1sAcIXSbB/iqSZkEpJ7yIS80wfZxKckWjOLo5obJwEt/bp0GdbSTiOKsplsRUWmhELiJUfNTqiJCGA7Z/Nht/QPqeR3SMXbNZb33loEgh2BWpES0mlR0dLTRuIrp5Z/reTN1Hp53JI4hLHqE1F0HJyHMgoWcGppIaIqt/ulJZvk7tx7E6p4DRgtTnBcEUECEpP6ngFaihD5QpLMkQ+e0GHH2juXPXpxn6gGg7UGZ/U2ZATfeVCjuxUD1gyRoGCPFpWNlcY+RxXMRurjZPJ0MZfLwNxYODExMTFxXbiBJPpi6Hy1XVU7diXW6LBVdgO2Sl1Uocfou6aM1kCelVRwgSyV506BHSvEibpclei0yoKMIenB0iKM5AyWCPHoNoITFWhTv73oDAHsFo/WbibbNMfIJJvYchIPryn8XVnskFwRyaodb0yz6MbXbCSkavg47jZd2UyKdPIBycBOoyp6zopCd32oArwiWwlym1iZ+uvTJTHhUGhjHOF2DxnhFr+1ZTFvSLSi5AMAoOaDTKhIVjJqyhrZmDcb/mL/fHyH7u6tqsh5m4Ier4NNTvbGrl3LoLSfyMu2CaGsANXNMa4Kc2PhxMTExMR14UaS6HtNABAi3GwFhQGihMS6OZDE0lApdcSnJ9DcE5gdIuE+V0CsHVwB9Ux7IQ5KovgFgpRQsPgSeJJM5xP9HEmM1LQrkmWMVgkvemo74kpJVEmIAi7kfUWljEQHZGIUJhS1NJShDR4bZ5sIVbXsCHXwOtcwllbExSAEtXRjaKTZzm0Re15ZkFTNhSmn8KxgU7Ejea8EJ8byGSvfLX054Og51atyzXj9JeYvh/ugOnkuugJi5yxIyErw96L+AE0kUUtJSQfUlJFqQaqrnDNlrMsLUdKinvXeC279dLVYE1pGS4UbnYwYs16NLi9832MdVzPsvFHNN1tSd90ohQkade3+Q8/+IH721Z+9GYvnDeotVBMTExMTEw8SN5JEd4oZy/PE4iuuZkewt80jDbhaCLKIL1vWj+rxVjVtpMUd2Pp+ckIBoMXdoS3pG7ko5uMeSJ4dx87TeZ0pfmZQSLX91vYM2TwXK9D5eHVEv3RqOFNCoUXtBxWUGJkTCgs5W84REmOknGuzYSMjYLq6oAT7DSCbCUltD7ZJUKLchhUBbuW57ThAQqlCSgv37YDaRdokwguP6xgwCEU3GCYsvKJQxgLJenaVHFrIhtuWPZtkCYnOTvZtLBJVZMqwcudx/AlSxZIoo2apFljSwYv12PVd0y1UyiicEQsInUKcsHQ50qoyj5GOBfvkuVtFQO3sQHafWzttotZ5vtEmh3tK91WAlrmxcGJiYmLienADSfRQXY/UrkCNhMZl+TosUfsf9Zi1C+pKNo9oVopmj2jVCINNgltah5No1YpFhc3WiI7Ymm4I7Pt7rc1RIQVZ1Fpt0XDqzQY3L2x3rIHUSV/axCEp+bM2GbWKqCfGaDNmfpye5PTqttgxpI/BVjK2m9ARMVtZaKqnkN98H2xtHJO985tNwwk0G4luCSKs3L2G/pq/GEpuGVnuIVblluwezR2JNhW6cvbUklg5MN7DET2BTu0anIgMHMfAjh89/yOBHlc5EPYAWJGhPTx5+834uac+6+T79wMiwqxYCBDR0wD+OIAPB/A+AD8N4IeY+V9ca8MmJiYmHnHcQBINxDLFUgY6N3KQIHYN1qX9YWnZUJWIkvlEVb0EeuWw0dNhCZvNP2x2DVO2q346afGUxS0BtoHNqfuw5N/5ddGTojECzok01NMLeR20gKgp5RGZV1ehpUw5d5MHV5HDkvzGl6uWDCeP0nlkCkVA1Od8CrGwDCDEbUwfsWu7kKi3SE3djp+RfsomSLHLjF5d7q7jeA3t8+2aNFuItbVANuaV4HOOCSYxCYYg8Xe+esF1aKto8/YdI+c25gBQeBFF2ooIcfCMczuPK8hhU2k3zmEdgAMZt95GeMLKzr1pY+Z2oejrtzL3g62iKdHShj1ry6XgMd5YSERfBOCrAfwCgGcAPAvghQA+DcDXEtFPA/hPmfmXrq2RExMTE48wbhyJJmzVWit84eSA5NUKdOTY4Mvy+p4Rv5b32458apNUrJhox7TvCNkVInTkRdXXHEijLv0H32okRe0ozToCtaBEqwfQ2s5IqMyqVGr+cZeSwOIDtzGx1y3eLoyNF+QYFdnwPBIy2NmCReYi1MZtG0xgJ8ZVy3TbuNiVDFdFs7I7r+6OILnnYe/aH6wHTeXfb6slidjnyDercivgE1JB9hNCdlJL4mpIoPwW2RhJ+liVEGwbJAeLE/r70Z6fypvem8jtkd5xU2wbRz0H9ccfy4lfBR7zjYUvAvAaZn7f3ptE9PEAngQwSfTExMTEFeDGkWgAHglnMP3PkJTy1JZZcXIzonmjmckJidUizF78pGy+54THiI4S11j4hUFStMQ+5wkXFZUYC5qfG9TKVFs8mfVTCHYRMwAt3Ya26KGO52UkVzKNzB2QkKkg6XFbGWuxgUhMYFLCH9T9gBpU5E2fNDbwkITsxwp/DHKVN163UuX6WOqHCIsVi5LQQ6pKNPvJTCOpTYG9WzJHPG+beCS1TpiL+fS94ue2iQ411T6+b6qu34GB7Hdt8PtHrpVdU/80G6HeTmrsPB4xiKKbKIPVSaecdg3itag6YbRxk2NoLN6g8rP6xN12EuL3JElE7sv47yFOMBGsJZeKx3xjITN/013e/8kH1ZaJievCM+/6LfzYO38Tn/Kq34dPfPkHX3dzJh4z3EASvVUVDZJSQa7YRrXQiPJ5R7XcXCF8ovRZ/NyowraWCIEu3JNqq5xom89i5nNETwijFhlUVrWItCIgcDtJXM5vbRJSViKJ1kkBQWL3SJNJvO+UnEha5vaeemjEuVTZPlitmmFKQAUyJSe2rviPyudQiAXQzYOw8iX959wHHMYMQFexcHxPjinpHJZGQmgb32zDXlXqKBOQQGJDYZPuWmFb6MbVaW9Xm761CMDeT2+Wn+66DQTaVi6aB7s1xj3/poSjT+iIqSjxmL3qvl/AJvZJfk8AWSoJA2FDIVPT2UdF/YHgMVaiiei/Pe99Zv7qB9WWiYnng7/0d/7JfX3vvc8dcfvX3ovK8r+Cpz7sA/ABLzzc0zG+48v+2H2de2ICuJEkum1ai/nHAECayUykiQZq1yhITqRHMMOLtxi8wISS1ezKZZ8nHQm0eZ6LVk10shmIj3l5rTCJxdItQRl2JRPVPczxnJQYVcPUWqpHLBFtpdAzzurSE7wMZIhazImQeRXCn26hIOOMb+GsHlCZcKz9JjEbIVOg16rxb1aergA5CVFfXZFWlTR6dsnIb0WitCFv7Rpz993oQdlTduM1YZDG35Ffx4VXVKSNOn7kBZUTjjVviruIOhsmK6b+0oqYXnGq7ZKWIrGHtnEQEOJZKYMoZniE9nPbaGoTswr4xMWwqA99AdxSEjcbRtIclehoC/H2Dt+zc8P7nwBatYPt3qiUfPOsnK9NA+M5GOnyNxcSQI932e9nrrsBExPA9anBv/Pciqr/66osz++VRE9MPB/cSBI9wsi0e1E5ZORyi/XaU0UN0QvrRTwCefbPnfq+kZ+QcRzJmJdipqpKpZDovUIpyZbVtR8evUdJl9PVf8o9sWxxflvyRGAUzqpES8ya99dsDcMEIBJwSznpVHiG9tc2CzKqKoNLkgIk4l+u7uNNbIQvIxOjpqGQy971PVEEJL7XFXSxcSf2eyPF+DsEJZrT0P/UqdAVLV+kkXezaxT0EYdBLbfNeNyuRnuv6H2xLYdupD+x3Id2iW01wzY0kt8DUnTmIti7d32CZisciNdYS6LrPWcFZPpjbjcs9lngrXLn5YMe64qFzPwt8TkRvYiZf/e62jNx83E/ivB1qsHPvOu38IXf/GM4rhWHJeEbP/8TpqVj4oHixpPojpzA6g+yEygjJaSkb/xjrtWtAfTWAgZAtK3wZs99eT6QdfluIJ/BtrCoMisK7RELViy0OkmOBC+SZwpxdVYB0Wvk0bAkrxMIr7oXCD0Rg2oGEnDGt7BgRVIivfKhqencrBzx2KcglhVCrQRitXcsQNFNjgsghgnN2WYi8YIncTlXSBlsI4Y+ERqU0VPtGKsh2kpAfD1RRU1JFf7sEw6zrqw1eb9L+K5pqVVzpW2MMxVkrFjqsUur4JBUEe8Xr2YZPmf3RaOdzUNufREnsUXhJazcNmPaxMVg92FLrsmodn9EEq8E3frSjaVr75bXbfdxQuYK0Kq53n0723eDPSUkr8TPXr4a/fjaOQxE9McA/A8A3h/AE0T0cQC+jJn/yvW2bOJxwHWqwZ/48g/Gt33Jp0xP9MS14caT6PNwHmGOf3s7In0B4ijE1tIYhLRGtVnU70BwKGw2o4IFqxAxDiR6pxx4l8c7IPp2R2+r/2hbzNpiFfgqJ6y0CDECfKNiJE7W7kbO7MUaIty0yAhDKgkCqpZi0+qotAuSKNEk5WlkU5xGrYXr4v2NfvbBp7w3HmaBAMSOQ2rLAcGtHjGFpGKr1EZ7hL1nqSpJLRoWFSifkUlO7LutIEj1ytNpFbbBNE7A/Jy6GpIAKc0+TAbjVj4fa6W0VvynU7wH3mnniT7qro0MFEoy2VFCP24UlPZE3f4BgPBYR9wF/C0AfwbAdwEAM/9zIvoT19ukiZuI+1GEr1sN/sSXf/AkzxPXhhtJonn4I06h4IPbJrhZOADdIBiWrP27YbOelAPf36TmxHTwt2Yto5zUj72Q5AqP6RGZCpa0IqNioRWZVxzqHRBXZC357P0LhTikv30Kgnive79z4hL6LucqLMpzrY1YogJHHKTSX/AHm5VD0kE8ILAj0oCqxv67EudEoNKUayLxR5u6upCUJTfvd0Erbe4qe0j5IEvqCOPfCJ5cZyBEvYXPiMWkeYhlPE0BhpYMbwVlovVArveWSMf7xsY6ccFSzrQCpI3DAiQ9bjrA7EBAs3d4W7WSpdltElg3QbaJU4EW00kkmzYTgUK+tmc7u0Wo9IkuTL4/wFZkPD0jrJi0+79V1bTx8WvCMkHw+yKMGYE9wcPIex3+nV0NaCrRCmZ+91B4ZhspNDFxBZhq8MTjjBtJog3n+Sw75fOEAufHcIJEnVIdVd3uuKb0cUGiLOWjlVyIYQCwk5qNIUaeuQeabePZ3t+7RqQ9go5a9cOC5t2NVeas35mteAYpqWmKqpXNjiRqrJg4xp+FAdDJgqjxnEg9zVaGm91/bBspWyGPZokoEG92tu8HkkoEjRccvc79o3nX74ZoObDH8d6xIEMbqzYhaPdR72tW7Zo5rCKw5277xKd1rPs+93eStqG3JmWYAiwl7W1Dpm3zzDphGe/T3rph/uvkr1kFRlulsJWKk+N1YnVG+qrJMfrvSMZC8sjHiMQ4GbssPM6e6IB3E9GnAmAiugUpwPL2a27TxGOEqQZPPK54oCSaiF4G4H8C8GEQNvAGZv5GIvpwAP8zgPcC+EJm/pd3PRaHTVsauZW4uFrWTAfiw7X4um2b2sYqIu43h3V2Bt3opz9ZS3zbpqsFayv5HY4Rs58tM7jvR0WqxdsmKqa8V2lBpYySDq5AH/kWCiesvHTnSOoBNyVyoSNekAiJl6bO6qY5IeJbTyxgSvC2+l0DK3mVbWaZGIUJygyP0AAAIABJREFUOTVSn4mRU8Ehr1io4EArslpYAJloJBb/BtVWNbEjgtSqHwrJGywGctGk3LcSbiuGwqmAOLkCDQAjCW5jJ4YHK+xirmAevtfIaqx+2JI3mJISSPIJT0FG0esUVw0iLBnG7j/LtpDPCpGu2o8lEZJu4LRrlanPde691vF+VjLNMiFbWSowWtvixGK0mrQrH/5t+MZJllGnKq0lgJlRkf16+LhdMoGW2dZjnc5h+HIA3wjgJQDeA+AHAXzFtbZoYmJi4jHAg1aiVwD/MTP/MyL6AADPENGbAfw7AL4KwKsA/GUArz/vIBb9ZhvyJPOYndRWyq1wii4zW5auYVTtvNoa9wTYspXH7GYAvqwPNDtHGpaXrYBFhJMNVZgBVfBYfMZWuMUI9EoHIc9IWKvZORKYW1ZyJVJvtiy9J5SWiZx0U5qusZuFwAVLaqTMCPSYehEjyyyqDmBQYmQQlqHwSk4Vt9JRbRxH3cLXFPeqm9WYSkfiRtXbotNM3S3hbVe6laAZaUxqWchhg5/ZQ1IkcwOn23iI9RyRrNr9dgq2qdBWDGIRlYjdCQxXtUH0KRi24fCAFZUSipHoMF5R2R6J9HjeyoxM0kZTo+0Ye4p2orp53X9nuTMqMhJZigzCGCX/txOPeRkgAHRJxVaI6HMgRDQD+GZm/obh/S8E8LX69F8C+A+Y+Z9fysmfJ5j5NwB84XW3Y2JiYuJxwwMl0cz8qwB+VX9/LxG9HaKeZMDDGs41ORKAGBvmm++46lJ8S6+wzVYxpWAkGe24rchKt5Q/EgauXjAjHqMtzPMmI9f7r8vmsWQ4Eynx4o2to1JW0pSdjEUCbZolnRgyOUtBOFvQORvSUFikotkkohdZ2tT3rVUhrD5+ibjF+KEnYJvxCG2V4zUvdAW5PcIfw9h6JKCRvLC5kiFKt1lVbDIUEzCg1hTSx834uZ0DPoaAEGW5jglM7MR77JsVVLFVgPHajI/mKwb196m9b5sP46ZDimNlSSKWhALqJi7y+RarN/57GM/lv/tY373qYNcfm9QNfX3q2e/H7Vd/zl2PdYGTXUqxFZK8x28C8FkQJffHiei7mPlnwsd+AcCfZObfIqLPBfAGAH/0eZ/8eYCI/jvs3rmCWWxlYmJi4mpxbZ5oInoFgE8A8E8B/CyAbwXw2wC+4PxvclCi++iwmjJyPYJINtQRZSXPpyuoRUXQ0hFaXnNQoPnk36qT6ppl5LIqi81jKipxSYdmZ2CCbQxiSqgpo6QFKw64wy/AsR5QQSh1UN6CYsy6WQ1UN+3dxJkFZdT80sTmZGWsCGWih7g4IiG0smFSNmwmUpsHWEuLy4ZCcW/bRr5WEj0WqbH2hcLb+j1yZbfoOynEqBl5jhUCjWAyCCstXVY30LzWxfKziYEwwYrjZfnGe5Mhse6QXztbVfBJkaV+qBpdan8PdiqvesAjIY7nzKg6wZH7xlJUvMCJ/Q5CJpt4rGHyF1XtWNgnebl263MkzVHpHovL2JjyOUrwOKZ7hP35gXBJZb8/GcA7mPmdAEBE3w7g8wA4iWbm/yt8/scAvPQyTvw88VZ9fA2AjwbwHfr8L+CKC7EQ0S9C7HcFwMrMT1/l+SYmJiYeRlwLiSai9wfwDwH8R8z8OwB+B8DJSCYi+lYAfw4APviDPqjzQgsYUNXS0ikqZ9/UJv7f7ZL67rmCInpqCfsicBuEnzISqATmRvaEiJRASMxAkl3FtEqBI+HZnFe1WrenBM+tPe5FmEX7hrcrFvhwAqTxdiibNQNXh33smmpqhMr6VdCqPNoZR/8sgX2cQNuNakmLuMRKjzY2DMLCa5fZbCNrnzE1VorxNF/0GPM3jq//TmoA8c+0ce0MQOZJD8eOsYHSBvIJXETzR0dVOrtqXfW+rpy8TzaxkXGQSZVNOKNlw8dgUJ2jhWk8d+t7S+PYg6fe7CCO4S/8wi+AiGKBkDcx8+t2v7h/ogt/9By8BMC7w/P34HyV+YsBfN9lnPj5wIqtENEXAfh0Zj7q89dDfNFXjU9XK8nExMTEY4kHTqKJ6AAh0N/GzG+6yHf0j+rrAODjP+5juSnD8Q84t01eIM9gZlmLR+Jm6xjhqt9AYGwj4N2WsSMpqKo+RoIaQWAnn2LXyGDKKLkp6iUtWNMtrLzgyAec1QVndeksAYsXMAmECGbxsNLfi9tAnITvtFnG2MuJSNt2ypYDACc1lZD4k21bl1tY1GbC5u0Onltr11k9wIqcAMKDDq5+qorNx07JLLRo35J7xu26mEKahutkPnibEGyuGxGqH0PGJ4H8Phg37PnKgqvPBGJCTephT1k2gFJG5Sw2nGp2nH48jUTnJBsiK7WE5bGKZUJPak2zJxxw9Jzr1JJBuFk2OvsKoFYkeIKLW0i8TdsKmptxA0F3hW7uoxHx+3sRk6985Svxm7/5my869yAnD05AvvD/wl5MRG8Nz9/AzG/wZm6xOzsgok+HkOhPu3A7rx4fDuADAPwLff7++trExMTExBXiQadzEKSy1tuZ+b+5hCNi/FvXPLTikSZagop82jt8+gzcxZjtfXaXaJxSvWO4hKrQlcykIM9LOmicXYu0MzUasBg2DEqmUCm3jKBZIAqnu5Kd2G75jhJFDurlziH2PNNJJxKSKtE2yRVYP7KTeulPVb+zbuLD6pYdAK7Qy4RoOekC3fMRhyfev4imvjZf9+Z923i5sxphqRweQUg2aemvm42nlThXFwmIk5P/ZiNqyro/Z/ZNrJWypmEkxH/CPlmgcaNhPzZe8dL6OPRvJNCdFakbnz6vfb9oe39uG/8nb78Zv/WVf2P38/eEi3uif+Mcy8F7ALwsPH8pgF8ZP0REHwvgmwF8LjP/5r0084rxDQB+gojeos//JIC/ccXnZAA/SHLz/J0wIZmYmJh4bHAhEk1ELwfwJDP/EBG9H4CFmd97H+d7DURR/iki+kl97a8x8/fey0EKLfJHPlT0Gz3AiYsk6moEnVUWjJvA9qLn9pbybSNgE6w1q1fJum/WCjA64sfaI2CQvN6SDqjm66aMY3oBCmec1QOOvOBYs5amNh8qNIZtuwHSCI/H2dkmRO719FPE34htJNAYvpe674T+sm2clFQLrtQpoUYqjzW7Km7pIuahPvAZcj3iUJ7rUjBKvoVKWRR6Ongfva3hGrSCIFsSaG01xPYlIl+MsDLkWatMWrpIolat0PuVRGFf0y0UWnDkWzjyAWsNfa06OammRBMyqmY2t7GNmyWTJrvk2ipbAnJPl3TwIiixGuGe71jMIsVXCNq1tMzpYbUB1Ft8dgm0nWt/Y6L+0m3ovRJcjif6xwE8SUSvBPDLAD4fw94MInoCwJsAvI6Zf/YyTnpZYOb/kYi+D2JBYQBfx8y/dsWnfQ0z/woRfSiANxPRbWb+UXuTiL4UwJcCwBNPPHHFTZmYmJi4HtyVRBPRvw/5n+GHAPgIiErzegB/+l5Pxsz/B07JwReGbeqCJw+YRSKSLo+OC0Qqqory/WYfCIe/mHc6EGl/LZAZb4d7U/c3VTGSJoo0VbpwRsGiKrQu16uKmcS06yWpG3lu0W2nlHXZNrj1+Vo7m+1i6Kuq0GPxkdYH6r/PdqbU9dtU2WiQsWNbMZbEUg49l6OTRtu0R8Sqwi4dsTNab5OqSmnTvthH0+37/sm1W2JMm39aKwIqsW3RisFCY0kqkCQVs3E0JfpiZC+mjlhcoZyrBmU+y++0vefOW1Vp47HfFtOnyT+3Y4G5y/0cCbP9uxyJ9Knz3xcuwRPNzCsRfSWAH4DMT9/IzG8joi/X918P4K8D+H0A/rZuAH7YNtN9MoA/rr8zgO++ypMx86/o468T0T/S8/9oeP8NkAQTPP3005e5m3RiYmLiocFFlOivgPwP8p8CADP/nKoP1wIG4U56v07ZNTKdLIIOjdz4H3RVrs13atu+MhUnLG6KoJZ6IKKcRNCN6rIcpy3BM8g/2bV5iMyLBTUYhJUOAEFJV8aRF1Giy4KVxTtcqnl7xUc7nj/+2Oveb2rq7B59qZwAYslgJo28I1bLSFOKrYiKE1+wW0yi3xqQrOYaspX9eoSNjeIJVgUaRxzoDLeO70MuZ1jW94Gqqr1EIK5SdCYteu3squVAULP+N9ggqBF4hiRlWFsizFJiY+b9NvUZFZlXIfn12PpE5HneR76FIw64U2/hTjmo6q4ToUh0SXKrbWKScF5xG20rJb+vPAkkkFW/vqE65OiHblenVT30c+g1KSBPWRECv3OMYTNiO6YdH36X26TGvnepijQRcEkVC3U17HuH114ffv8SAF9yKSe7ZBDRNwD4JADfpi99NRF9KjP/J1d0vhcBSBpT+iIAnw3gP7+Kc01MTEw8zLgIib7DzGcWv0ZEC066Uq8eDGDlQ1PqgvLIVEHU1DsAw/K1+F6BvoCEL83TPrmQ2LJgB/DqdBfHqIhLX4KayoSCxasRyqP5arfkfXP8MU3EC4NI2kJB8952/VOiEzej2amytZe0hDfYi5bsYYzNI+2XHSOq1Qmt4p4TPy2BnriAakGqpkQTqBaQKbDe9rblrhsfS6hA2zRnoXk+SmGDn1+XsFHTCLjZOMyTbCp0HL+W5y2Tn1JjosoJAh0U592xNIVdy2pDK2TK2OZGTNG85EBLLOknVoHgasZ5s/7sX0fz3PNQ+MV89+NrmwhIqk6mLbP6Siwdl5POcdPxrwP4eGb5x0FE3wLgJwBcCYkG8AcA/CP9m7AA+HvM/P1XdK6JiYmJhxYXIdH/OxH9NQDvR0SfBeCv4IqXCs8DI+FOvQUgeEiVNMe84DHTFuiJphOlSLh3lqHt9QpRG5kTUI/uxayUG+G5R5in19TUlSWB46wuKEw4KwsqkyvRgKjQdVD0+n6ZHziJ5xYEq9I3Fohp5F2JFXs5kf641MhzVDeFpFJHnr1dDC/zkdB7bO24OYnf+EArFj4i16OUQFcCHZVocOujt13bb2kovcWDsASvcYGlY1hySep8z6LAVyRaxZ+NY0ecx3EDxAttPu0CWUFYq6wejATauF72XOgwOQne48IJBFHbKxIspjGmxMT0FRvPqL5HP3W0gwA2AWS3x1iaTQF1YwiWbZbW76bO95sJ4zkimtWF254C3fBYL2sKfm/pHI86PggtneNfvcoTaZ72x13lOSYmJiZuAi7yF+jrIJFOPwXgyyBLnt98lY26G2xJflTcjDiRrBvven9PEWhA//DvqdFonk5LRojvNSI9FAfXanly3pFoJv99VWK3cnbSbAr0qGSO/ehi7tBXUwR6z+zG6qEER6Lo2CcP8TNjMZCRSBr2dHlTt21E3dYS2t1ryXr8cwrb9OccvmmTHmrXQmtBepsb8W4qOXMCJXbrDnQc95RnAK4IeyJHSFCxQiin1OeUtIjLkH7hY+b9yU5+GTZu7Z7py9O3e9rsSc23PaTK2HNSB7TIxV2usx87XmKWRJgc/71siPP2LmjWDhlf2957aZhKNAB8PVo6B0Ey969KhZ6YmJiYUNyVROsS4X+vP9cOZnjVvlYgg4XoQaqvSdKDFF9pWc+NaADNPw20TYhRqTWCGQlY0bi8GkzJYxU+I1NGoLv0CjS/tb+m6mhhwqoKtCQ6CJmW/pqSLm3LpkwOyrpPCmKywl6kmxUy0cnBAmhcWot4szG1jW6jFcRU0y4TG1tidTcibQprG58MShk1ZZ/KSLRdv4awS4zDhKVqdFz0dVvbPMubRRV1RzUlpCQKbktkKX4uyfSWzZ/N2Z6w8iFE2rVrBWYsiXvvM1X/HeE5ICsTBMYROyW/sbXR2CSBwFhIfNoLHz0vfe962JjZBanI+m8ibzLEbZIBVZCT5Ur7FtXQvi4pZ7xXwmZDqkDYGPq8cTnpHDcazPz3iehHIL5oAvC1DyCdY2JiYuKxx0kSTUQ/hXO8z8z8sVfSogsgEj3f/McAdPnbMopjjnLG6uqiK3zUkzGDbBK0QLx9tXNsT/UF9aBIB9tFhVgs4oiapcBIdKlGpi2WTtsfNqItqSIlxkIVS9xEFpXHUCpbMouzn1OW8Fsus41PUgW+DPaDTjENvuYYgRc3C97ztWTdmEcLKDFKvqXWkgpO6olGQs0Ht09c9Jw2SZDrzyiUvO/mj/YNkXWRe4bkn0TSaDu5ZCRl2rH4d9xjHSwi5mEHNLqPgnUlTnrGTXnU2mtj0k1mdGIULUrxGFZaPW56jBF82zGxsdeYRlO9A9mNn3eleu+9AXt56sQWr5e8H5dDomkq0Q2/Xx8zgE8lIly0mNXExMTExP3hPCX6tfr4Ffr4rfr4hQB+78padAHsqWvdH23qyaGptOPyPHFRUrZ3DlPTmtLVvLf3rn6NmcuihpoSTS3+bbABMIckB1WHnZCZF1YtGxsF0Ap8BEXcM60Hj7I9pwuSm7EE94g9K83e67a8X5FQaEFJckvWvIJqX8iEVQm+X2RU1FASu5/QiMJaWWLqqhJMBIIrZLklfNg0raKluYwbFpNO5pqvmTve5yr5mMkcViviygEQrDY2XSOftrWJ1D3AkmuwQ6Yj6Ze+Evb+xYzKOYDNSs+lg3Bp6Rw3GUT0RgAfC+BtQFhQkFzriYmJiYkrwkkSzczvAgAieg0zvya89XVE9H/imiKNCH2BDCMkbjvQTVULVq9+l7hiqWdComvMHlbFj3J/jm6zIXeeZ9P9DHtJFbb0XqknxbG6nyua3B6tP1nj1kabBBFwSAWZRIkW/2vvVZY2Gym30tO5J3ep9zjbkr3YX9jbGfs2kt8ERkFb7qfuPex+b1RRLZrOElAWKkAGclrBRLK50Kr0pYPaKIJKGzaVgqTk+B5sjACIzQcMThq/VhcfmwqImgxC4lt+H8mYJi+h7pMpi4XzLG9RtV0B142DSVcNoi1mU5xnyNm2iQ9Zv8IA9z744TggsTicINIjobViLdbevQnG5hja97EPm0mc2aRMhb5kMND5/x9jfAozf/R1N2JiYmLiccNF/rK9iIg+zZ4Q0acCeNHVNekuUCXWfhKaR1jMC03xkyXuilyPyHVFqgWprvqjSRB3Ue6COaMnqjt2Aic2xOcSnd1zhKSGlOQnp+o/SwrvBx/tCJsctASH/sdtGHte6aBw7r3ufQs2hDbW8B+K7QxjsFuohUmvmpDUlResdJDKhPmWkOd00JhBLbqC7fgm1F7tHca9XZOiKS61u4/664qwUVC87maNiXaWquPbnp8eVy/UEou2xJ9g1eiu5/CSTdDsvvTP2asUHsOPlST3kRn2AcTjP19sLFBh8hP3Gbzsjf/F8zwTAWm52M+jjX9CRJNET0xMTDxgXOSvyxcDeCMRWWzS/wfg37u6Jp0PAmNJ6+7rBMZCBQkFC63IvOJQnhMlen3O84cBgNVfCwCcTYnM7Vi6UUpURUKiInnUVqkQvW3EkNQuYIRhb55SPae3iOIaiNgeorHEyCBgCm5CZdZS6NXopBLSrLnFOZTXqMjQSIYwdtYfAu+2I5bSbhswrUxIUzHHcdmzLrR+CQkFEwolz3ZeUMCJkLHKhrlhkmOkOWNFIkKm2lIxono/EO1GviuQgFWPW5hA3NR6oafi312xJZbRIuMEmnuCDQqTDmrWoiUU9+nHImNFiz0cYX22icDYporkeeZ7kXN+nGCxGH3JtrpgY7eX1mGVMtvxzpnMBQINYFjRoc357wdTiQYAfAuESP8agDuQdQu+zn0rExMTE48DLpLO8QyAjyOiDwRAzPzbV9+s82GEbvSIWk60FO4oToRjAQ+zB6CI2ltT7v6sj7DXfYkeZtUYP2cVAa1QRds8NZIF85QalWqV6AbS4sfuCbb7b4ncWlLRymw3Mrc91m7/aJ84exno6J2WhruVwmwr4j3oN8uNfl8K/dYOt+csWc7kVQcTQIsqtCR5xjqJSTr5cFVTEza8GAmaHaVT0cO1lIkWUCjrJ/vNbja+u2NGjMRwO0vbwtrDrxO4t2Oo8hw/16n1YB+bqPZ3k4I4keLmp6nI7pHetJtZSobrGFgCyXlkdvw31h3PxjYWwBksHG0yGfze2L/P7xmk1pWJNwJ4HSSG9N4M8RMTExMT9427kmgi+uvDcwAAM19TmVfGgY7Y29xnObmWVpHZrBtWwOOIVNTjSgTmDBCBKcuGtnQ6cUBIGjt5jKxICHZrg+XvRnITCUMkpZFQRHUuqp0xRq4wIYFwrEDSa1G8IqEc1yPcQhujih3J2ri50L5vftyorMpxZAJBzJ6ykLip6/aZzlYRfrfxsknJiux9jIT0SAcsvCLR0imvBCsQkkA4NpsHCKyl103NjfdIJIMELffOjEUj6ySdo79Gsf0AWsQbw1cZimVND/eNeYZPKa/deJBNkpo33yYnkTRbJsi40RBoCnZcVYjnin2S11qZ+z2YzSaOn/W/grDsrMLEz8pG0J6kXxp5jphKNAD8EjN/13U3YmJiYuJxw0XsHL8bfn8hJLXj7VfTnLuDYASkbAiAE59NEZXazKWsJYpTBrwqnsS+WSiYKZ5G9Pbgm8rQF8IwRLLpDff3+s1lXlo8qMgguBoJoPPbFj8DgVguopCqpio7aQz2D9qdepgOuyUjNlfoyNqg1u4dy33SVorabQiN5Fsbk+nwrqS2kRxJsFzb2jbOafW9qsMV7TidqhxIe0S8X0zxdktKJM/2PWJ3x/tL6oyRSchApMcJEpMS49OIhDcxNhOQPXC4snLJast4DmMbz3Fewky8f7oVkLsQ1mjhOK+t7fdLwEznAIDbRPT3IJVk79iLM+JuYmJi4mpxETvHfx2fE9HfBHCNqoeoiE4tgg93z2sK+6NO1P3VplqESDMj1YKaNJvYfJu+7N0vQ0uZ7LbJTN9AtU10Y2IBtopgS8ao/z97bxpky5aVh31r7cxTVfcNPdGAuptumiG6aQUgoA2NcCAzCVoMTYAJYRrMZGOFjWWDHFhgR/AYbLAQiiDahBrM4BbggMDIMiYaIYtQgDHGgkYgiWYwM81MT2+4VXUy917+sdbae+08p4Z7X9Wt9+7NFXHfqTp1MnPnUK++/e1vfZ//ANV3GFQdILz6ABd/r/kGCwHCVJvU/FgDFWSo1qG7TmdgoThWP9e5aCNnXtif+ZhyBOzGng6hEVMdUiyCOoL8sMRPRNWpI1F//6ocwOdAewDaMqVRt6sGcPDYcQHtNPBFJ5TIuC8Zey8GIHBGlk3WsedahgkSyJxIyO4lpQrc/RxjuRRoR0bj5yXLFMaeUfa0QwfUDvJ9InHe5LDtg+pqSDx3fT2bha7bn8FCX2kRQThd/Ln7v46g4Pmvh/cEq8XdWmuttda11t20rd8C8H5XPZA7qe6P9zl/m6suMzg7aBDJ0oqr/dw/79s7QOs8EWo63S5TGkHs3rEHsN/rYvul/Sh9cBa6c39YSAX8s/E4XHXSLRFwOa5lo1j3vu0zC0DG+nrN0mQYdb+0f9LgALqer7G32hBYKtCM2uB4XQV27xba23rey/tTnUk82dIB6dk6dR//WWE6F4HObl+drzK0cdSbEKkB+x74cr9994g3Bp8XY4+TBa99totnjjVMjM6rJXCur7XvoJzLQEfwfpWA+to8qJ9FJSJffNNjWGuttdZ6EOsymuiYXJigyVjfcJ2DuqgoNNEtS8AAFfOgIGSW6jkMS8JrySMESUPVRGca1AoMQV9ayWZClgEZjFkGi+bmjuFV+zLTrgZmuluiDwCag38xSJsDlam0xjiRHTgU2clebSvBPk0/k82xgUS9kOfqy4zaxMdUzlxXL9ISFksEsAh2eYGFHrgAxtL6eXEcW7Rkc3aZfCztWjsk9mOpxparfKNNchpzrysEgzl+pE7T68CNqWCQ+ewJTgDSUaNepyDUjwlA49z3gO8Gfl2zXMCm/VZXlcWkI7qjhN3VY3m6ojHN8Wd+vF4LvfsMxnG5LroeO3hGsxQU4i5YRVMcS9Wo1/17SmFNy2zH3/d7elYj650XrZrotdZaa621bqwuw0R/Wvh6BvCnIrLrMXePimA6Y2qmbZ0FFwiCZKxoA3M5jUAGyKzgAAVhhRIKu4SjZ3a9OhmHMHKQMtSGLhEQEQYqKCSqU6bdiG0dZmPzCKXXTROQfBtS7s6bGuPCtQIa94xujGIvnVB/YwdEJI29hrQmvn2e0w0kanWsu4RgEbv2iaTKDJbOFktg55Hqen1yZab3le+ruEQhTGriyoDA7gs4gGibjBiId0tAh77Le13HHt9zdrw2lIbPBc9tD1nZuYZBSrH8p14uTdsftddADOdpIPqsis4phYDBge4ZfuJR9hTZYV+3AFkjZZgk7fyT3Wda4Ox0ewaui4UGViZ6rbXWWmutm6vLgOhvFJEviG8Q0fct37vpigCo6j/JWGhJTe9MrMDNtpmHQ8y80chpDBWUAREYmFDDUgCLEOai38+lZ2MnC0UpnM0XWLXK6hrSs7JJ5m45vHisNQEs6hpBSBDW74HGVg5cun0Nll6YqDlZsDGfTVPcEhIB03ETY+RdGQXQGFSPJgeAIlT/eREESAUsVN1b4lj7+xTTHm2yIALeY7dWpRmyX07h9yV394YxlRY0EyO3FdP65Ms9tan5PMMnB01+4efnln2RRZ2DTj2uSvi513GKjr5KSRZMs177XWU1mSzF958l1bF1nyPY5Em6+1/vzeJrB/D9sfRKCgij/f4UlxbZuSQUJJqNqc71H4DGRoN0xcBAdjG9/3UA6Hrya6211lprrXUDdRkQ/ZfjN0Q0APiI6xnO3dUSeEG8Ya0xvJlHoEwgDqEaZm/WpbkJ7ew36m2B5l7g7GMxRpKIgKJBHiwKVIqxyV4t/bCodZ4E0CsZYsAY1BrMEnFlzz1tz6Ubzjy7fITte6B5Bkf86eBSf67L9XNpaYjLZfYGEg04FlY5SHEZC8CEXWB3Buhdvl9lHKIjWi7/O+Dbx6cu70eVmdirAmNdIajJiESdRKGTbYRGyaVUBQLOPahsAAAgAElEQVQIFUAIbovdhaugD8XZF4u9LMJu8mQEmzHYR/dPO5aHbfLDO02Z+65XBNJLgO2Whb6i4FaN3XgDE13f74KJBKhMNNdVo/PcQO66Vp/onSKiHxORT7v4k2uttdZaaz3dOhNEE9FXA/gaAEdE9Li/DWAL4DvvwdjuqGQBNgBlODXLLkGYK9MbwyGche4incGIy92u/vRyAOswt0IZAUQUmDIAcEYy3S/QfKyTzGDJGMq2MnYkRWUlDgJ5wGjAiLlZ4g2YleHGVK38VOfdX49CaadRzkHiLL2We2Rq0pAFY1gAlELIRScLc+b6HgCNJycgM8N9KpbAsDYORlBqVb82SUpxxtwhWwxkWVSUZChbzh2A1skCAQVgYgx2DXSC0vZbRBMeiwPvwLzH80nhufLrWcJrBdMkO0B6r0f34l93zeqkrTl4OICe97DeAxUIAcwe58077HacCEbQ21Yucr0X+vl+8ujb7Zsg+c/cetAnhIWSaTyC/OqKGGkBVneO3XrxTQ9grbXWWutBqTNBtIh8E4BvIqJvEpGvvodjuqB6ANZAQQuPiOCLyEJIxFwcmCr7q0vWfRRxO8qu77M4c2g/ymK+xKUxtFWfXMGTbU+lk3GwZKQyAw6CAXABCiddIvevYY1c5rYxyISUJwxF47A9gVFdRbRB0kG4HU2jv03qUISRCwf2XMFeIsFoEpT+vKEWesa4Z2Ngc9FXFgAJe+QP7W4A6JjdeP+i5KMD/GjsMdDY1w6YBkC3D5g1hpiRSwIYSDWIJQJhvx5+zP3VBagEtxR/bWw8AQ6aDVB702lcLVh6QNdrFTTjfZqhMcaiQL1qpP3Z3gvNe1318h7pPdbgGf+9WEaDe3BKCap8gbLA3sAbt/P9w0KK6lmTHu0q61okIs/u+lc3PYC11lprrQelzmOiXykivwbgh4now5c/F5FfvNaRnVO+vO7s5T69Zb/Ur5rbArbX4G6wx194uY96XJNGMBUMrAxnJsLgWMZAFLOOKYWY5mjApuDXxCDSQzaS5lLByCjmoKH6ZmWvWTJS3lY5CABrkFRnjEx6W4tw9bTOEfQFyzWIKMNJLqZoVVMa4cv9evX9utbrJHuu1R6A2wJBXEpQqvQmXv8op6jSmaBVdklFohaIcx6YKmhWcwVc7+F5Fdl03vPeZYrsjKvjRQCu7XwjM3z+s5fsDhUStc3bwwjvXMulziZ8bkfOsQTRxiT771vXIOnJjQamnYFenn99v0o8moTn6cNfWhsLFyUiX3LTY1hrrbXWelDqPE30VwL4MgDfuudnAuDjr2VEl6hUpo4dc3CrsKzXszp7OGNAktKs6GRfRIbWWdKBBAe4GTMKUmIkEszCGChVEEpkDV4EbSikoCU1CQaLg+ldMF9FJdIs8LyJa8hbcJkxzCcg8cRFgHgEpwGFRxAJChJmDMiSMJfWdFcAMEknV3CpANA3AwopsiYQJGkz5cCCuTQG27XBuVgjX9AY99d0d5UASFXHW1cGKuD2KQdXe75l817hXCcr8doxAFBBosYqO6s9F0ai/txh18QTH88SCJwnLYlFJEickew5SPV5kNpgCrSo87jdvuOlqn0XJCIkKsjCSNEdJuwnJiNGsLxPluHPWWsULBVEF9aGXLDJg8I+MobauEsiVQpSGw3Dc2tXtjb1VteOO5yU7K0VRK+11lprrXVDdZ6c48vsy9eKyEn8GREdXuuoLqgOkJ7zh7iCHgd253Ty79N5Ros0/UxjL5N5IQtRBZ6RVYzuGQ4HL1O+LA+g+u5SADkkuco4qGRwyebLXCASWUTqXCd2zpfaOTf5hX/t56zSFXIASwWJdb+Z9CgATMfsoJoWGuimL19KNAhSA1G6hL8wftcnR61y1fJWEFpqs5/vi4UqY+v7KxWo66ji+WtM+3kx79jRmO8rvXaoGvOBWyNoXJGIMd3tINj7nKhrBmOgHJ7JgowE95o8a9zd2PYw9pF5bvuw6xJWRdoQ96zcVF92g8vRN3pxHE8CvZKi3ZWktda6yXrL770TP/fbb8dr3u8F+IiXPe+mh7PWWmtdc13GneNnASzlHPveuyflTXhk68Ge/wbyP9rNO7pf2u4Zzm6fiFHIBWdzkYFhQ9bj8owijJSC1rSC0qh3beyu6kwZZJ7F+j53KXx1XwaaG0soFZBoQ2EBiWq/nXv0KlEaYdraRABY1a3R49k12xH0AaohVhlMQS5J2XUTQmdRlw535/DGPGWkVUqi10HvUo0vD/egyj5cLhB0zBFAz0W3m0sD3VIsQCXsp95Hau4mcVXCQ09KHZue58DzXoBcpSTU2PpOB43m4+0AeuSMgTMGyhh5QjJde3v+LOJdGtNe73nQSbttoQLwoOOH2hZOMiJJ0/RXZjmw+/4sxufcv45OLnuBr4HeeC38/G0neh1BYMqdvIMCI02i1nnuC67At2/evZsS0NpYuNa11N/8jv/njrd54mTCr/3JEyiijkWvfO9H8MjheMf7+aH/5KPveJu11lrrZuo8TfR7Qzu9j4jow9A4qUeh0d/PuNpno7XUfi5LE/BCo5XsZ+ycVcU+ptCCPCJw3gcQqjKWtE2x13SezZRXoBn3RazNa3v8hdt4F/ux80vVfaGNv8pcgn1ePLYYQhw8SlstOaCdha2a7Z/aB7KUlm8XvJjDydV7tGShe0O1JgNRMEvGlTd9rp9y1a5D2egK7tCAb7S6i64Zy+vXa7/7O7u8xi7lUX9wdWIZMVWw3s69QAz87jRMCuo90OsS5D3V/STVd+r1WkxKqnhmp3nxfBY4utdcpDc+z8av+Z+3hMnKRJvt3VVwyKsmGiCiFwL4rwG8CkBdJRSRG5PcPYj1+MlcV+WK6Pd3A6LXWmutZ0+dx0R/MoAvAvASAP8gvP8E1PruRkqIqlWdhICOpb/zPrbZX5dAoi3wS8doe7ZdjqBvD0utWldlG6P+GUCVLjQAxph5BLuzR/DYjW4IcczL89fkPXWbEAc8nFRLsO/cyVlHAiJQFD9zA5LUXEQGzPV6CAjMBYNdo5kGiKiOeMqNSc1FfRqmkvbqXv06xl4399COTtAx7MRlHI39Rd1HId0+CyHtkaf4/jNQZwzF3vP9EzfWN1YOMhiXkERLu3j9uutMBYkLRp4wYMZI27p6UIghNHbNkrOkal3XgnR0vIVKldi4o4s+K7M2/JGAayBLsjWZBrhV3+2McOkAbf9MtUD2miIJdM9kZLrrZCVOcSR+vTuBjJ9VnTTv/dyd1e6z/oDWDwD4IQCfCuBvAfhCAH9+oyN6ltfdsMFv+b134vXf9XOY5oJxYHzb537YKulYa637vM7TRL8JwJuI6LNF5Efu4ZguLLGAlGXCHbCrWd0Hmi+qpawjSkH2flZQwWkEC5Vh9T/2DtzMwznTYLIQA9zUA/TIousyuZ07Q0F4AYSbLZpLQvaOkXZBuYattM9EIOtA1Mc/ICNDMHACMNtrMQlHP+baxCfSRUOfNbHpx7R7jS+CWvGMddww+77GSEeIvC8xML7G+x1Z8GZl55KT9rw1uziLGYc3sLZGPQLtsN3R2aRqyaVflegmB9GHmfRz3qDY8g3jxKlJgOyg+rJsrvTVEUvO7Ma4z3UD8VlvqZuVgT7jd87Hr/Z3Zzf3XrZWJhoA8AIR+W4i+i9E5KcA/BQR/dRND+pBq4942fPwA//Ra1ZN9FprPUB1oSZaRH6EiD4VmlwYlwq//joHduZ4QJh5hJh1mwOcupwdvHUrexaCLnwf7ioQy//4F+IGNsQZSFZ2MrKopM4Jut/ZWGzp7NPa+JwL1vExsflA5wpy9oJMAzXuxSvsDY0MLhmpNMDjjiVCS50tAJHQMOhgtXTXrsIfoQq66z+aaoQ4c0JJDDawlYVromERZaKLuZZEMBU9kyvz7YDMQajsAmnXHLNQJx9J+8JLfJ/k0hJ/DnafowqK97Gzdh1ycAVZBrH0j09j+ZcSiuV+u63s3tTrHVYDkktralPprh2is99+qGanZ0mWAdjW87Lnewmk9Wdp57OFemvCCpyjPn/x6uPrx+uNsgqef+dLH9u5PndU5Bfwga/JXv/Y/l/9R9AVxLXucX3Ey563gue11nqA6kIQTURvhGqgPw7AdwH49wH8y2se17lVEAJS9jSD1eX8Cwjonu3bjZyun3Mm0t0nnCEWQEjBnANvdmYwuE1Evk7hCCt761KJqj+OTV27GmjdxManPm722RLkLfuXuJeAlf3y0K7u18fVLeHbdsm0ve6VPQtDinSAUgTIdaRUmWJGqWl+bVwLsGk4uRidXFl0A5ocJwcRQFOLLm+sqzYEqgVbL71w//Da6BnG2Wmxgwykux+yAMQiZi23+FxlealJcYI7SXQFcR9ppmJWeNnA8MUrKfu0ya0JN0gsjAUW2pUluR66MuPUxCF1n/4sXACgzxzn05ZwdHtD/zQ9sPWNRPQcAH8HwBugfSv/5c0Oaa211lrr/q/LuHP8VRH5ECL61yLydUT0rQD+8XUP7KwSEGbRYXcsJ1SCoc1kAEsx6zf9TApOBLofBzLRhqvXRrcV8OZv7LpYB7AJhGJIy5vBlD3sNb6AArcMX9Jn9a3unCIctPZOCc4ICgiiiSeYZQNmjRBX9w4LWuGxpjD6dVmyve382meW19iDOpayAkbGQOpAQQKMQqbbbeC9gk9bEShwwpDVDcNY14Fy18DYs+A+oSnqfkJSLepqDLezrlQqg1snUHXMVBMX2SQZJYw3+ix7eIm/Hydq+9IMY+qjZu8oW57dmURSJ4mpCZL+7JlmOSHIL0gwYtJJikwtSVAWqxtV0tRPJi/jvVwnRhK+l8V9MAY6tso2GUfpglmW29dxLljiCMCvogTqZb0W3iki7wbwbijZASL6mJsd0lprrbXW/V+XAdHH9nqbiF4E4O0AXn59Q7q4lrxiBQ7SuKliILgHVJf7493AgjGbolAi+7H2MLe6xM8NhFzCvktBojl+2PK6ApJeDtCW2qmy8ESaJofiEpYc9nm5ilKCi8e52NbglcaCFzAzStndrgNfzhSblCPKRXyfLh2oHsXSfLgT2uJCZKCjrCYy0e24/f7q+CyUJE4A4rj3AWcG9ip5i1DVl3ujYKGE4haGtiLh1nY+vipjcfkGMgayWHibIC3lFbHZr47Txx9WOLzxVtMCd6uB2l0AvLyP/rr8zEXsc7yu3aT3ihjpO3ne7+N6A3YtR/e9t9Zaa6211hXWZUD0jxHRcwF8C4BfhP6Z/p+udVSXrKX21EGoaqJTBYe18WnR1KWAdwHIq18FmrcvzebrrOEgHJLivJS5FJUFiOywohXyUN/AF8t1rO7EECO9HThlafZmhILCjIQZqYQleJMwxGMu3Uv0eL2UIJktmwLSUs8rlgQWlVEw8AwWBkkDwK3xrp2na6ETCQbX/NqxFgdYAG8AUWde76lUiUoNMtnDRCsDzdXqzu+2T36K+ESm3SMHpjHV0c85Xkcmu99Vh9yOWYQxISQwRvs+NJmMu7okyhhkaqmUFqhTz5YYmQeI799Z6ACgbfrYh93QjCasaWA8gthlymChZJKPoQPqHvt9Hmy9DKi9OkkHPdCNhUT00QD+KoAXEtFXhh89in02Qmvd17UGvax1v9cz8Rm/TGPhN9iXP0JEPwZtLnzltY7qgnL7LteLOuDzZkNQAwZe+wF0A9LLInhEs4IcBy7FgKz+46qTBtAcHGyUqj2OHsxSxxtZOfdnHsoWLBljPgWJphECQE6jghOL9G4666Q6Y6SegfWGs8CCImifK7AndXSoMgKakTB310onB/siu02SwQVZVD5Trd/C5xwuOYiO/xxAtvvCu0AVfZJglKbU9wKIjgE3CpK5ria0yYOOyyPKi73rmuT2zOjNTKRCj2wsb4KudIg0MN+0zN64qROLsxIOnZFPmMFUMMoWm3wMLhlDPrUgHdsXDyicdCIHOnflwJ/lLDZdsLHFiVUdQ2C5z2Oh6/NmQNqfN7YQFU/V3Lt99J3237crBL4PeGLhBsDD0P+PPxLefxzau7LWs7DWoJe17ue6m+cbuJpn/Dqe78sw0bVE5BTAKRH9MICXXvloLlHakB8Xs0vVWHpoSv3gzrY9kD7rZ8v3knkIF2P5OLDLM5Iy0LIfGDS3BKl2dkvJgTt0+BI+lxmpTKCSK+DIPEJCw+K+MXuDYdtv0/nGcjAUQajKCeZ6rnq+DRRH3+TlEn3yYBAqreHOQHu8Kg4yfdJwnrzG727ddgGeac/3qarVG3Tf99kdVl6A6J8di8kmB45d7fyWKYWdVMWPcc4z6PenPh82aeIyg/NkTZUFAgYT6b2PANj1+8aw77s32sAanrfo4hFZ6X3XPwDdpdSl+8xysoreZWYJrgXnTwLupJyVf1Ar2Nn9zyLyezc9nrVurtagl7Xu93qmPuN3BKJD3eBfLsFgjk68tPzC+ZHd+/7gRla635eFMwcXAkCBg/o7awMflRGFGFlQm8yAwI5CGVdnHJegGUDVvg75FKnMSPMJqCioEiLkdGC+zEDiUQGdNzMaU94avZQdZFL7PJCC/xJAcNThEgQb2lrAyoRUZgC2pE8DMobKvkdg6yx3lFl0MoI919sZb2X4e0Z+r763bhfApgHweB7eNOrnU++tMDKxMfOozC65Xd6eqqDbGGf1YVbZBhWVymRxyVCvbU5hYlJAVX+9MwEIYNufh1QmpLzVCdR8ovfXLOFmHCr7XYZqcQhpjazuFQ0UZAzdNWRisLSGzOVxySdaMfRn7++JS3X02hRKYMn1ldCAOdfflf45cGB+ZeCXHmw5R6jbRPQt2LUhXRMLn4W1Br2sdT/X3bLBz9Rn/G5B9NW0199l0QLYArjwj+lZy+q6w+W3PaiO7gjuO8yUDMikrpkLQAf4YsNb1TyXuY6fIPq9ZCRjITkrC63nCQgnA93uwlHqmKPPdLQxi6HZ9byCVKICKZdX2LhqWh015tPDUzyKmyGtCTIcI4Im9+qO1SYRPSu/T68dJSHdeG1S4u/VaxDkPb69S0UyCVjEbPdk5z5FeUtcKYiSHwJXlw+RVDXWvh2H8Si7HSQxRGfq4GMRpN334o2i+syIOPSU5rdsk8Z+4tDuCtC0+kSpOWnYtfK4dJdk4AxJhu6/VCBdj+XbB0baJ3ee+rmUWyjovzrguwwoutsiok8B8G3QudN3icg3L35O9vO/AeA2gC8SkV+8koM//fLEwk/DPUosvOh6rXVvaw16uff1TNTn3s/1TH3GzwTRRPR/YD9YJgAvuLYRXVAEqcytl5A7EPRLxbtNV7tSBGB3ybmCO7SsuwpeJGvctsePQ9nOIg0wVACNgkQKmLX5z74uk36m6Hkke+W8VRBl/yq1bax1Cc2GZEDEwzQ6DbiUqoteJshFoDhQRsKMARNYWkOjXrtevhH134UEY5TUWLNk10QX7sNZjHEE35661wHXILFIpKB7MP/kXtIjLZAkAlk+sJ8l0x/DWNdeF852LQiCgefqkuGfUVvDhC3GKnEhaWru2FDoUo6O9Q8OKFHec1bpvVdNNBHp8wC2REB7Fvy4FJ9t4/ctHMifRcDNHz1F0dhvosbeBwcP/95XMlrD7rKvwDXP7dnT3yX/vcogIRQOVnzBmu8q6ir2Q0QJwLcD+CQAbwPw80T0oyLy1vCx1wL4QPv3UQD+ob0+E+qeJhZe8nqtdY9rDXq5u1o16M+eeiY+4+cx0X//Ln927bVsGvRlb6CxyM0NoQfP0eyL93wF+5QybNSxdRVkBJBaodSicW/AXJlTBXLNW7cC36IMN/lrBPNk7W+BtWuxykFKIAsJwxlMX0xydCayglEJIHQZ8uLgR8KkRHqg7IAwAmk/JrALnmMctduwaeNbARGrHGBxPRtDXAIQ1evlk6okczdubwj1Bs9i0o6Iu5iaE7JKWmabAGW4tjrTABJBMnZ+dkCKpr6Ox1280cTUfl0uYKX1WrjGPXUJgL2f855t40TGvq9sP5nbCnm0TN4LQhvTrdfbv6oTgXPH309MY6hLZ813BQ2BV8hqfySA3xSR3wYAIvpBAK8DEEHh6wD8I9GZxM8R0XOJ6C+JyB9fxQCeZt3rxMLLXK+11rpv65mqz70XtTLwfZ0Joo3ReEbWEji6JRcjG2sWJAH2dZYeTBOkBp90CXpwt47i0KoD0P4ZB8TN25lNAhGdIkoH8BykctEQjVSsgaw0wAaofCPCFDE9dNRRA1FjSt2y9hKkVNmDgVhncwealZEMY9P9NqBT2WeLv7Yd1uNECz8TPdTUvgie/VpE/2M/B4GHxDASsrslm56b9u4rrkhUS8CS4SDOwRuzhtnU+8RtkhVlN6Ndi5EmJJkxlG19zgol1cFzUW04q0Z8Frvv0gPXWMtG0LoiYAA13ksB6b0mBkgg3bb+WQnMsXlc7+D2xYTRJzwStezRnSZMEAOLrK9FV16Ct8xSJuTj122o3oPlzx30ChHe+opPxXt84tPPA7kDJvo9iOgXwvffKSLfaV+/GMAfhJ+9Dbss877PvBjAMwFE70ss/IprPN6F14uIvgzAlwHAC17wAjz22GPXOJy11rr7+qC72OYF5SH8MV6BAg0Q+5Cn3oL3PH7qjvfz2GM/cRdHv5r64V/4g4s/tKh89HycvPzfrfK/w9/5GaTjd9zRPj7n1e9zx8d9JtfdaqJvtNofeqkMJoKGd/kHvsoMLviDu49hq3/4IUH3WWyZvixkBS61MKa3srulA3mVUayxzA1QKgZZ6ki5MtAcwCeCGwcWoFRMwxynCN7Yx8gGRnNjyJcuCp5W18WWazlcP4+R5HAvnPV2sDvkrV0HH38Ac6yg1WURjH4yEEfjIDc6W3gVBlgYIozEGQMy8oKxB9A1eybSMaYyVZ06SdEmTdYmOiKVfJAIShmhbZu9P/ZFdZbDSp0UqWceyCZPfi/0HqU9z3vp9lcnTbYywHYt/bjL34Pl701ju1Urrex901+3679n1cKjw89x97jKqO47YLT/QkRefcbP9u1k+XBf5jM3UiLyY/ZlTSy85rrwWtgE5TsB4NWvfrWsIHqt+616RvYzbno4d1y/ehcylj981zHe9k7L3yPGe7z6tXjxc4/uaB+PPQslLF/3dV935s+elSA6FpsNnC9usySN/aayYzvnQK1+H5by9ee7YMS10MtUt+hMALUm6LarrOtC/xxjnKMXMNDY08K6LFSBrbHVTIKUtxVcKUPqDF8KjX0KW/1cYyNeTMRzX+roclIsEa8QI5s6uAS2dQl/eu9rPTaHY3l8dSoTxnyClCek+VQ/X1wKQyg8QjhhThsUHjFbfLkGjARnkbAK4JMULjO4ZKS8reNKhUCp1HNjzihQr2WRxtRXdl4mcMkYyym4zBjnk3rdQcoQ85CReQANgkzq0d08w3WfSyAdI8lbE6f0uu64AsAJJY0gTq25kBPc9sUj3l0T7aA0UVammXorPF7gnWhtuCxnmXUsQUYEdwOJ2ucGuJtEw1ZMqAfNNSzIWOir0kMDhCJX0lj4NgCRHnkJVBJxp5+5p0VEb8A5QF5E/vY1HfoZdy3WWute1zNRn3sntbrAXE09K0F0/GMPONjkwE4GOy9pMeDRMaJPEuzBc//zPpCiggeE49jXcX9NvyxV++zhKRU8Szt21W4TV8DUGGjz9xVBoqlqZQEoiDDQu795siUw1ibHTlYhiMl4WDLZ+yQKkIVdWpTXtOM1kKhsd8qTWrjlU5Ww5LmylpwGdSEZMkqaQakg81CviZ9fdR1xdt+uK0tuoFwPrudrqxV6XWYDdI0NdUa1SUJmpOqO0vYpkjCYZGHkEUxDTbFEAYjYvLSjG0qz53OwvqMPD6sVfu+qjtgXGcA9qJWCGhgDbTKsYS9SepcU9PewZ/P3A+rGiLcpUnf/ZXc736Zgd4ViuZ9fe8Wn7BzzburKrPKAnwfwgUT0cgB/COBzAXze4jM/CuDLTf/7UQDe/QzQQ7s85WMAvArq0AEAnwPgLdd43Mtcr7XWWus+q2eqQ8ZN1oUgmoj+TwCfIyLvsu+fB+AHReSTr3twZ1Xm0YBEVveCwOY6MCnGFIo3ly3stiL7vB9YSxe/3WtuSY/rLDWoA90spdvG0wdZcpVwqONGkx+AgKXHNVn0s1veAUApI9iY6JxGBZgwtwPqbcgS+bnnej6u961g0ZlHUNsfpY7JBpyxtYhw0yXzAhB6iTf8mX/1ULYY8imG+RhpOkE6eRKUJ9C0BbIB32EAeEA5OEJJI9Lhwyhpg2k4QuZBw2ZsPM5EV2tAczVRrXlrWOQyQYiVBTc2tHDSO7wApbDJju8rAv16PYctShrAJSOnsTLTE29QkDDLruuETzgcPNcUzPBc6TO7a9dYJ0UdEy0ADOAT64qLOYu43ES16cnXAvTZikCalhOfdtwITJuOmdoEZo+9JLptdpnh5X6usq4CRIvITERfDuAnoGql7xGRXyGiv2U/fyOAN0Pt7X4TanH3xU/7wE+zRORNAEBEXwTg40Rksu/fCOCfXeNx916v6zreWmut9cypZzsDf9V1GSb6PRxAA4CIvJOI3vMax3Ru+fKwAzpI80wG0BwNFolukSGtn3VWM4Bnf43/vOnOGdu97hceACL9vhD2WaUbzkB34L9UoFIZaMk7lncMQKSATfJRjK0t1a/aWfl+3yRS5Rsa6pGrxESIQbS7NB4Bj19HTx1cBnf4v7hK4CAxudxi3oLnLXjaAvMp6PQEmA2kpgQMgzqXjBtIGkBSkO08HYj5fhXI2SSlZLDoMaq9HwAJmnny/QQpTH//pDmlOFiU9h7gUeEFiQYFrTxo9HXS8HW/d8vnwp+xFoyzANH2bO0wvLQLyPX87P6QoDCMfTbLQ9eyE1VLOv2dQdVFd9Hofq+DT/RZoDdaPtbxoGmhz6qrk29c375F5M1QoBzfe2P4WgD8Z1dysKuvF0Fjv73D52F779pq3/Vaa6211iLspecAACAASURBVHrQ6jIguhDRS0Xk9wGAiF6GG22oIcw0mm0X12V9rxp7bc1QXMFAAxXn770lCqYy1SV+l2OorrN9vmc0I+gODHcMoKjuHGUhP2AQ5SbnEKkAkeYtyJrmpGQIJwwAijPHLntAc+loLHlrvEvZNNCVuTVwyEk1v6bxdiDsLLOA9EGh1jSZyBTTLlOQOZxvO24qsyYxzifg7TF4OgE99W5g2qI8+QRkazpmZtAwgB9+BLQ5xCCCsjmy8xtBksO9LfX+OAPNJSu7XXpZh19PB89nvbYNAnB22Y3tj+36D8QoMivjm8bKArv/cWRq64TCJT0u86ng2TTbi1WK9lxQG5e3yIafc2C/S5wgmL8zxIFmqq4p/qz4WCsQXYDnpZTDXVGq97hPwNBELPtA7VXY2e2vq9RXP6vrmwH8KyL6F/b9XwPw2M0NZ6211lrrwajLgOj/BsDPBPP+j4VZF91ECYBZjAm05ezGTAbnChioNba0GCtdl53PcVKozX+QAHqic0EIj1gu34dl7s7XN0g4HBwjgmigNgzqAEtlnynIObTZbQZMxiKkjWguM3EgFWUkKW9V9jBvASngeduz4MNGbfUoIacNhKmFcaAHgzEspNr5mWzDLeeaD7Y1ME63jYE+AZ3ehpwcQ45vIz/+BPLtY0jOoJRAQ8Kw3YKPboGZQLPKMWTY1Aa/eg3Q/LU5z0BR2Qsqa19ApZ2jJJVENFA9NHBNu8l6dkNM2NxcMnSC4/cyQwoj0QymNvnwax8tCaMbS9TCd82jexxSQIRC9msazj8+b8JJg3hKa/5TDbmN2+GvPfOFADMjtN8Lk8D478YeAK3PQOmO2/0sAGrdR3BcCY2Tu87aT68u64hyP5eIfC8R/TiazdzfFZE/uckxrbXWWms9CHUhiBaRf0pEHw7gNVDhxFeIyF9c+8jOLEIJVlvFNJ+10S+Q5EsN9FmsVbT/6o4ku3/w3ZLN3QaWx/Htdhq2goSjgrzIOhJ1qcuRDe2BuUkG3F9aMjhr/LjqgBvz6Uxtmk+UsTXwTHkKByIgB3AqGYRUJyAJFnyC2Di5KwdozX6l88GmksF51ibCnFUDPU9AzijbLfLxCUrOIGbwOIA3GwBAuvUQQAzenECkYAjXuU5oKljOlTFW5n5SoBsmKVTMfznZK1BfhaQ5SixkCZGp7ljt4JbRGlulTh783N0mD2EStrSG053vsYxju6dsEovgNtNJR0x6IotnuBPahBRFCKqTyN7nPkif4n2/k4rSKN/P3vN+GiVAtRd8EIuI3ldEfhcADDT/74ufE4AXi8jbbmB4a6211lr3fZ0X+/1KEfk1A9BAszB6qck7fvH6h7e/PG/No6IVRDenDK+lW0X8g94+06Kaq4+uLWdXaQQlAyhuQdeYaK+ohVYwJRUwVXmHSyg8oTCCWXTS7n5p30F0lI4UdT1Osza7pcyVafVjpfkEnGfwdKJM7bQ1FrXtT1IDiS6LEMpg1uCasxIZq9bXztWlG2Q+0LXRz+QonCcgT6B5QpkmlJNTzE8d4/RdT6DMJpcYEmTOGB46Umb66JbqfccD8Oaw1whXfbkxzg6as4Fo+7qea0rKKI8HQEqgNOq5c9Lr7o4WS4bapC71ehGZjCZV6zZAKlhW7fcpBpu40Ly1+7iYkC01xHtkHGJyHRk21f5up+nQx0hUx1QoIWPQQBgMXVBOjTIHWQz6nmZbEQhkz+Rwd7UnNiH2n91/vv/2lZ+Oq6wHXM7xLUTEUPD8FgB/DuAQwAdA/aI/AcDXQi3p1lprrbXWuuI6j4n+Sqhs41v3/EwAfPy1jOhp1rKxa98fWQfe+5aC25I2Vf/pwqkCiNjgVvcXGsI6+YbrR6sGtvQM9B5mLi7v99T0HpAiBPFmODK5gzdJSpOMkMkcUOZ+vwxQBiRJ0wLD/RmkyWGcabV91yCVCKbr+UqToTgz7CBycW5lmpC3M/J2hhQBD4x0YEz0Q6fqN73ZgOZZATEv7lcJQFqKgWaBbE/1GHOYpATALDKaHKYAaTFBEWmAmgRIQwXPlYmmtBc0ugMLl8l07Bk8n+6fCC3lI2fdbx703oUUy/qMWyiLPqtu3UcopKC5IFUAHVnos3Bnt+IRjrOPjV6C5yUY98lc3PcVRXTHET/Qcg4R+RwiehWA1wP4EgB/Ceoc8qvQpr//TkRObnCIa6211lr3dZ0X++2659cu/0dMRIfXOqpzyyQG2P9H/azvl8vLAKpG2lloZ6ULUmPsrNluKdGoDXuhqTE28bVmxLlz2GgAc+6Y5sqmAjuAq7LFDuTqSUrVSjPPTebheuHueNYg58exaGmYp/VFC+28PHe3uatOE8GvOTDv3ThsDJIzZM4o2xnT7VPMJwqmeUiQIhhvHQAA0tEhhu0WNI4q89jH3gKQUtSJI2egFHsVyNRANB1sdD9HW2AYQQeHCqoXwFx4AFKCjBtIGlFwCBk2e6+/NmEKKJs2PE/gMiFtj5G2txX8z6cN7AMK5m1fHp0KkZ41JwaYQMMBZMgoDrhZXWeckRa2MBqykBpKmPgABYytbNQLRNJiBaFp2v1exvsan/MaZ74HKJ/l4KEyE5NuLID0VZc9vde2/2dDichboX0ra6211lpr3eO6TGPhzwL48Eu8d8+qa3DaowONXy9Bwhk73Pm5O13UBjBQaxKrYKPfrlmVWWOdW9TV8JXG+OpBDEA7gNphI5UVpcI4L5itsr/czkV/wI2tZAIRA1wsEzs4MtwBQ1hdO6pdWwsL6RxHTKdbz8lfiyjQFYEUQZkLypwxn86gKYMHhhRBOthAREBMoHGEmFa6jtsmAxL2V/c7Z0jp9eYpZ9A4q7/3qFIYSqmBWgO6lObaSEhFAE7arOlSGYR7Z8w/wZnoSeUzeTL2XOUrXkIMZD8HBiTXa1IlKIAen01Sot50lW2vPszkSYA6Pk2vHAw4D13SpEd/62aX1yXX34co/6krNL2LRysPsdFGSwfSQnzlUg7ggZdzrLXWWmutdYN1nib6vQG8GMAREX0YGjx7FMCtezC2/eOCehXr1+cD6H47Y2iXzVt7gECUdAAMoQKiAhQE3+Np132h7qDpmVnmBiiBTrcMGFDLUwNSS71ybYQ7A0WLs8nGNDseJkIeNmBjLalkDWkRUdAOQJjsOGPV/lZg5ppf0evj19pTDwdR+78xn1YdNOepcwGplnN5Bs0ariLzBJlmyDRVOcd8OmM6niBZQXXabFHmjLQZsHn4EDQkpHEAsTGiRcFzmWaUOZscZOEWwVxZ5rQZMBwdgDcjxpMT8GYDvnWktnoVRDftNKUBdHQEjBtwmaucgtJcGWRxJrnehwIyAM2nx8DpbWuknOr9JE46GcqABqaYBKVkZc0DiCaTkRAASpPtopeRFGOiM4+VgZ5lRDYJh0o6epnFvsZQ939uoLc90/F4EUB7v8AylMePA2v21SbGdPYE9umU7JdkrbXWWmuttda9qPOY6E8G8EUAXgLVRftfq8cBfM31Duv8uuwf5CjhcAC94yktAKh0GlBgH6Pd9klStImuNKa5fbbFSccSY4RJ0JbyvYrZ1pW4pK8srBRjj02XfCbxJgWgZsUmZl1WiGpAi7LaGcK5ASRvouOEQoOxmtzBrXY93dLOYrzLVJsRXcrQpBvhddamQnfmkJwrAJZSUOaC+dTuy+0JeSrgREiboWmlN+1RLXOBlILptoLt6XiqwJqYkEaVaaSNAu/hcFR2ey6glMBzxgCAhj3a5iFB0gxmAop9nhgyjJoqaMw9LaQdFCYNlYH25kZinQNJAUXQVwSYZ0ieNXTG0xtHeyxzhqSopVf7vMLRgaa/V2XPfQN6KUdko+u7LsuQUldwOgC9Z7UiHqcDs9XNhfV3S852xnl6RbVhcq211lprrbXudZ2niX4TgDcR0WeLyI/cwzFdULv2avuqgxWd73PPsjm7BrQUu+Kpb/aHv4avyFzDQ4bpdmcbVxlKd0pw3SoZ8BVjoDnpNoACMTaAXpouVkqprCux6GfKAGEFYRfJLwQMSQOyu4uMZr3mrhnRdxpQ7W8aUIYNCg9dcIhey5a6l6DXYMyn4DJhnI4VSM9bZZxj6Ml0qiDakgnlqSdQTk4wP/Ek5qeOsX3yBNuntjh9covpqQklCzgRiAnz6Yw0MsajkwqMAaBkwXQ8IZ/OuP2OE2wfn3D8tm13/ofvNWJ4NOHouQcYDgYcPHqAg0cOkTYDDk63SAcb5JNTdQBhqtcaRODNqOx0zqDNpjL3lBJkPND77OE2qVndQZokg05uA9NWtdkGvLWJMawmFNdtnwLTrAx99hj7Agxjm4BMZk1IDHACs3YFMOe6QOHa/qp/NjY4OpozlZpYGLdx0OsrLh5i1D1TQRe9dO3o7PP0QyjmGc0AQNeji/YW2Ae9iOhjAPySiDxFRJ8Pldp9m4j83g0Pba211lrrvq7LaKI/goh+0qO/ieh5AP6OiPy31zu0s4twNrPV2GePf5amT+5AtNl42d68BMbcoll81fAQb5pz72OTKtRt3T/Y3BsEXEGWUNJlcqEuLY9EVCNr0gPX8kopVXahOuIZhAFOvNXgD2e1q+exB3Qk5DTWsXk6IVkYB/mxAQXQNFTg3DGsdo1qbLU3Epapylo4zwai3dJuVieQaavnMG0h2y3KyQnKySny6Rbz8WmVcpQpI28LSinIE8DMoESQYpMAZsyn2SQcGadPbDGfZDz+67f3PgMnfzoBfzpB3leweWSs+xiLIG22VfrBA4OGdgz3iuahQCb91aBhVPBbzNmDGBhMqw6TxACtcdPlGe6JDQDIFjQSKttnJmWia1MkszLg7mZSmm6ekj5rbBIRlo0y4BTcYUI8e2SHPVkylq+aFIkSDGqve+q89MEWW996ESojfU21yjkAAP8QwIcS0YcC+CoA3w3gH0GTC9daa6211rqmugyIfq2IVPmGiLyTiP4GgDsG0UT0KQC+DcqffZeIfDMRvQjA9wN4AsDrReTJO96v/cGOyYUOlit4LhmAnMGwKXD01LkSZBERgA/zqcoY8mmImLY4bh4au21R1a35K8STh6AQZ4MpqdyAkjp2iFu15Vk1sdOpnmFSwO0qFHdoAHGN7i6s+uacRhQe6mSj8IBSkvoYOzPqSXJ122HBQEsFX87GD2VrbLwyz2nSa8HbY9D2RBlcY6BlaxrokxMNVnniSczHpzh5+7uxffIET/3FUzh+xwmmkxnbd8yQSUAjIR0ZuJsK8jaDE6FkgWTB9vaEJ/+/y7l2PfW7p3gKp3j4A2fkuWA8GqvWerw1gYdkkg8CDQmcEpIISkoAM3hW20A2ZphyBg0jBMApFfzL27+PJ2XC+x6+EB909CIFu8VkGVvVhUvWfXj6Ym2MzCplka2yzDKrhV8HCYuolGeegSTgLSAGpMnj31nTOzMNyiiL65ZLdfVg7K7cuPRDf+6SDPudoWZnuHS16Zp6fVUo2EVWIG3stPcv/NorPuVS9+xO6/q8P55VNYuIENHroAz0dxPRF970oNZaa6217ve6DIhORHQgIqcAQERHAA7u9EBElAB8O4BPgpr//zwR/SiA/xDAfw7g/QB8PoA3XrSvpW9tZJ3dKWIJnisTaxZezefWfaAzgEUDVAXi6vPsbht9KEaTAog5OcQmPY/hBhKQlSksZdAUOmOKJW0tUY+U9XQG04E0E6jMqpNNi2Q69zDmVJlv84voWWUp+l71Fm5OE8L7GOiQwtdZ2WVj1K1pMqYEzlNjnnMGTk9U/3xyirI19vn4BNPtrf47njCdzJgfz8jHOpY0EmTqQZ8DaCmC+fE+Kv0ydfqnE8ZDfdSHg2Q6a30FlJFOzCjI4FklFTJnFAA0zZA0Kes8DJjLhG9+2z/Fd/35T+Olhy/E88aH8StP/QFeevAe+Nr3+Uz8e7feT8FxnhvbDDQphzHNYrZ2MgcdPBorjgi4/f4Vm1SxMdF5NxwnEaGYBnkf/9sFthvwzfCgIX3+nZmOto+6vwigQ2LinmMA/e/ZddXKRAMAniCir4b+//Nj7f+14wXbrLXWWmut9TTrMiD6+wH8JBF9L5QA/RIAb7qLY30kgN8Ukd8GACL6QQCvgyKHYv8u8Rdx6QRQqtzCNcvVnzkw0lEDDATZA6xvLyxTJwsOAdCFaHiMM4DqaKFxy1SBcx4OkXlEThvVVhsw1XGQykFSQSkESlmlI4N5IFvaHiWzaCtZHQgmGHjKqo+WETRsIGigvaQNhNh8g9txfdLg9nsctdDUQHcxLbcXi94S375OTsoMXvg/U1bdLm1P1GXi5FjB8+1jyDRhvn2McrrF9vGnMN0+xcm7nsLJ46c4fvsJjv9wi3zb5BUjgR9RJno4TEgbxnCgj+h8OmM+aWD7Tmp6POPx37qNw/dUXDEejaHx0CZknA1YF5RpBngLzk3DTCKQccDr3/a/4IQEP/Hhj+H9n/sBACfMecKP/cn/jS/81e/AG9738/Hpw8uUhZ9mlO22OX8ACp6B7j0A6mFtDDiGERgGtbrrLPhs8gJtFBVOSOlUgS8nJJkx82ZHt+zAWdAAdrFf/dgYKAac2YBzdZCx9wu4mb9cwAE7kIYAv/HKv37ZW3VHJWtjodffBPB5AL5URP6EiF4K4FtueExrrbXWWvd9XQiiReTvEdG/gUbIEoBvEJGfuItjvRjAH4Tv3wbgo6D/s/8+AO+G/iG4sJYNf86QpjIj5W0HoltSYG8xB6AmzwktWFhp+63ex4F9Fk6Yeez2V1idLbKFXmQaOiCrH9VWKLGgE+GkvsbGSNMwKNtcsjozVG/lrEA6CShNCu9LBlX/4oTMowHhBoZTmeEsPIs2FHoYi15Hl4P011dlJ/vkMGgTCmf/i7PRs0oT5gllu4WcbpGPj1G2CqLzyYTtk8eYTyZMxxPm0xn5NFfWmU3GsXnuiOEw4ej5R0hjc+XYPrUFpQk03l0AW75d8NTvnmK4pfvbPLQBD+ZDzQTeDNq4B9Wll9MtykSVmWYp+P7prfiL+Um8+dVfj3T4KObDh6vW/TNe+ol4+fhcfOYvfxM+/qX/FQ5uHyOfnGK+fazM9Kyabme/AehxhwQaEsaHbwGHB6rLNps9pKThL0tG2p4JKiotAoDBVj00AKYPRQHQ4sDNS1qEkU0XtPRT12cjapkVDPfM9K61XdvOy4D0NdbaWAiIyJ8A+Afh+9+HaqLXWmuttda6xroMEw0R+XEAP/40j7Xvr51YB/nHnrsh0fcB+CwAeO5zn7fzR79Fa8cGwFKbAKMO2mUMhdtqp+ui/RNxv8t47iqZYHfySB2InnljgEUbC1nM4kx2x9mfJKvrQzKnD7amQbMd04OXFgoSUgbFNdF2XL3YCti5qBUdFW0GdA9r1ecCkCWz34CSXksfp+wfN7ypzgC/NdR5KqFkTSaUvAsiAYBGlR24FjptGMPRgOEgYTgYKohWC7sCHp4eaJIskGyTGgOxaTOAU59eWOYMYp1ulGkGpYTvePxn8diLX4dxOFArQNOfU1GN+Yc/+v54zcMfgB969y/i8+eXqw/2yRbFr4HZ8PmxASAdbpDKoFrtIhow42Pd58KytNUzWQ1LNry6B9iS2h0SFfMG1wmo6v9RATIQIt3P0FEvJRrVFSTIROJ+Lqrf+Z3fARE9Fd76xyLyBZfaWPowyAetiOgJYO+FJuj/Wx+9x0Naa6211nqg6kIQTUSvAfAGAB8EYAOVXzx1F/+DfhuA9wnfvwTAH11mQ/uj+gUA8CEf+lfO+bMZ7O+kgc0YsCLUO1g4+G3A0bfL1hCYg8OGbhdZX5dsZHO3yDTUpXPdETpQn8qsoRwyg/Mc9LCApKQAdzzQWHCggVNAl/aZGnIQaZIMG4s3RQ5lQsoaiJKmY5VgGBOt46JqbafJeICQhrXEa8HF9LeuKYe0iUmXROhOExoc4mEqZZoNPBcDrcouj0eCg+doCmGZBTwQhlsDNo9sMB6N1ZJuOHR3DbWiO3jBsbpv3GVRIlBSmchwuMFw6wBpHJAObCwWGZ6nLTAJMM0gZhzLjLee/ik+6dYH6OpB1aFbM6AIaJ7x6c/5YPz0n/0SPvf0vZGPT7B94rYmMp5MltDo7ih6PuOtGcPhBrwZMdya1C0kZ2Wjc7akSgvc8efQAngkxIZTyUgU5EuL1Rd3a/EmRGECxJoKO4vn3qnmrPf8a28gXDLCxTTZv/XKTzz3frz85S/H29/+9ocuefu6etAt7kTkkZsew1prrbXWg1yXYaL/RwCfC+CHAbwa2gj4AXdxrJ8H8IFE9HIAf2j7vJR8Y1kihLPii2MwCuBsXqnaZW+qc/bWI5N1W9V6Jim6NG7OCt5A5aCpmJOFQAG1vg4oSLZUbuAjOBy4JELZ3RbUggh2AAVLKdUmQpDa4nUWdjWyOy7bU9VCK9Mc/ItNktLJUgwEVl1zUmO/aAtYv5dmj9YAdPsZwr/KOC+SIYm5NvO5znl8aESeCiQLKJHKN+wfD6n+Ayx1cC4YDs/JP7+geCQNcRkYbP/SOIA3I3hjKxNboJRZPZyLplTKnDFnbdpDbteS8wThZDZ/E1BmDCIopQAWIhOjzf1Vr4ey4P6eNiNao6Ex+Rrk4/fcwnTMzrDZKTbJkIA7+VKnW7aVF6EEMFDE/MzPA6F7fsWWn4/flxsAtGtjYSsiek8Ah/69yTrWWmuttda6prqsnOM3iSiJemB9LxH97J0eSERmIvpyAD8BZbO/R0R+5U73U/cHd5jIZuklysayhkUkPaZ5PqcqQyikzKs24DWdqFcEvjN6JluC/tk1zy7dyBi6Rqdou6e+yqrXrsEkAdQ6EHWJCOlAlC1crlcnTRdc6q3bNVFWmo1Jj1VBOwAQaziKCMTcHhIIhU3qYONybbmDMv86uS/0rGl7Mk3VG9k9j/U0tIGvzIQhNPPl7QxOhOFgUJ/ouVRgyUNqWuWhySyIGUfPO8L46FOY7tClowawPP8QB48cYvPwITYPHyEdHSIdbMDj0AP/0y1QUGPFDwfGi4ZH8HPv/g189KPPqyHsYuE5NG9Bx0/hJ9/1VnwIv1BlGXYOzjoT9/eyk7YUqSx+OT0Bm1yHBm2CFAxA0ih4SQOEB11JcDBtjaN+j5arHJQyiMc2yVJNx17f59qIaCD7LKAabe2WdVk5x9MtuTeHeUYXEX0GNFX2RQD+DMDLAPwqgL98k+Naa6211rrf6zIg+jYRbQD8EhH9PQB/DODull9F3gzgzXez7Zn7pLCkbLIGIakhFAWNpQNQXTSctXVrt6b3hOpHzZEAoGAp1z5bj7/jFrIMJ3EQ3azhorOF7iQwhjXF0G6NWjE01pltKf6M0IuukYwTWPrmSfLjmb5ZhKruu5ezlOZIgtI8rX1SUWO958amm25Zx8kgZgiLejAzgWZCIcZwKCBm5O2M4XRGZnUqAQBOVLXDu014jOEgYfP84Y5A9OF7jTh4wQabhwaMRyPGo1ElFOMAHgfQkDSlUERfOYNTQilSgS+B8KUHfwV//x0/hR95rw/VOHADsJRn0HSK337yj/DjT74V3/TIl4BO56q31ksudTLgX+uEQVn3Grbj13Ga1JOaCJSHpoX2YB3qHTicdfaVgm7CBGhSpmmnRag+l3uj7kntDaucg+RSjK+6U8cxXS/CFRDy6s4BAN8A4DUA/rmIfBgRfRyA/+CGx7TWWmutdd/XZUD0F0CZ4y8H8BVQXfNnX+egLiqB6jnFGu+EmoOtJ8i5awJT7uQIzc6taYi9CbAWG8Nrr336Wt/wxZJRkDQhzoC8h5OwlBpOUpv7XJe8z2saRccNKHCvso2YfOiNjeb+4aBcmq+v6nU3CuhNqsLzFgPc+aOlLELMeYM0IbAmYLtkoUydntqZaJ5PTQe91SARdxOBss8gUqBJBJh1nKQM3jQA6WA5b2dMxxr7DaC+R0woc+5kHYfPuYVHX3KKzSMj3vlv9ufyHL1kg/GhAQePjuBRGxTHo8EiwG9hOByxeeQW+GCDdHQIHtUJw+EfMamcwpIkedCL8sX8Kvxv21/Hf/pbb8J//6LX4XkPvUDvUc54y+O/jc//3e/BY8/5eDyfH0I5OkExkF5yRj7RazSfbDt/6uHItN9HhxpDnlL1lqZ5UiA8jqBs3G6wU0RllZuMg+x5QGioFeI2CSpZV2ncmUb6Z1rXGxJApQqjfFK4LE9HdCGHgJFqY2LBb16gh76KWploAMAkIm8nIiYiFpF/QUT/w00Paq211lrrfq/LWNz9nn15DODrrnc4d1adW4BJOixSRF9JQ0eAZtHWtMMU2OieXS6kTrlkR9jHqBG0oU5Bb/MlcPePFk5SGgO9ZJwXy+DOEitjrGwggB39qwRQXbetgMk136gNZJQyBgClNjMuxgIEgEzd/qInNNzSzpnovLAPBIx9VsZbAR2Z0wXr0zY3cKoShyZ5QA4NbAs2WjXVqo3ePKxNgA+974TtO+bqHX3wXiPGhwYcPu8Aw0HCeDQqGzyyMs8DY7y1QTrcKIA2GQeNY72elJLGbqcE3rRzAoAjYfyThz8bXzX9X3jVb3wjPuHhV+D5w0P4peO34Y+nx/G1z/14fN6tD0Y5OQVvNqBRTPdszHbOCpL92qakYxkH8MEGNI4KpJkBZm3GJG7JhXafwkUCGYCu13/BQC9LQXdq99hXYepzZ8254g/kYvtFk2ED0lBp1Z5mxOusB7mxMNS7iOhhAD8N4AeI6M8AzBdss9Zaa6211tOsM0G0eUOf+ZdQRD7kWkZ0ifIgB4WuDDUYKB1jVkNCjIlWZroxc1U/vPjnHriggoIEAjXHA7R96/c+oAyiEMwBQSqTAmlnck3zrPHiXIGU7i84XAhbOqGel7toOPO4/4KoT4FfmwJGEUbmBEZBoYQ5HWBDCalMSHxcwXEbw8LOzxvT3JPYYs5VxiEq4yi5uYcwgQZldBkKgtnS+cCz+STb9TdLPFkEjnBaNK2ZPERKAXgAeAOkngAAIABJREFUpxGbhwUPlYKDRyakgwHlZbk2Jm4e2mA4GLB5+BA8JAyHY21oJLOwG44OwJsR6dYReLMBHx4oC22glQFIStoguJ0qqFZQK3i4DHjjQ5+CP3v4r+Gf59/HbZnw2kffD59w9P4YoOfLhwfA4YFdRpdnzGb3F8JXmBVspwQ60FfXN3fXIc82jgxIChOaiyUtdcLlE8b6DDlYLu25cutDfybOmjwuv/Ye1gBof/0Vn3zh2J52PeAWd6FeB+AEulL4egDPAfD1NzqitdZaa60HoM5joj/tno3iLkrA2rxF7lurwFdZNVFg4A1UxlID+0FotOi6U2Yr+ioDAby7Z3XJ9WeFBhAVlOCcAZh9nLT3lCG0b82JQdLYa2CDywYq497OpyCp5AUZxBtttkyzaWxngCwWOoJ5NJbSz6Xt1N05pNsGTIBosyONo9qzDUMDglkZazBV146Sc3CraN7J3XU19pdMW82W3McbtaYjZhzOGXlyVpcw3jrAcDhivHUA3gxI42CsLtU0QGef+fBAmd/NgXlyqzQCOVdtNG/0vKVQHY+INgC+ZzrC648+WFc7ODxXziSbi4rbFMqocg4ah4b8mBr7PIwtnTAHrbxLelzHnjMkZRCdwTZTWL2ozwdXZxp/PpY081nP/UVAet/794odFmB15wAgItFn+003NpC11lprrQeszgTRQcbxDKse8BZhELk/tC5HKzMtCjSKfW3AtDlt7AfUVZoREwsj+1ZZaKnL4KC2pM6edlimahcHACWNu8dyx5A8K6dubG8F2QZ+yrBBTgdNwhFZSNfIkoddKAs9i3sYJ9VsY4AMhKFsAWiaYaKT2oTmrg1Umi92GyipI0iBAb2kgK64x7TKFDCNChDnScHe9hQyzwq8AbV922oAyXwyYbp9iul4W2UbNfzEkgrdJ5rHEelwAyJSxxWTRgyHY7edsswDhltHyj6PYzgFBbt8sFG2/OhIAe940IBq0ckXzepWItOkxzTbPhqSSYRQzwfGHhOzfc3A4BKRJrvx1QaZeo/r+jkHvVKAadti39EmFMga3MPbkzpJrE2dDpaHtmpRm2g5oaTR3GuGztrRG2u9ohxDJ1W8YJ+be4t/Lta9llesmmgsQ1c2AEbcnZf/WmuttdZad1D3MmzlykqVoFJlHVG/GVlhbzqMmlEvl3h07zknvQDQS/1wZZ0jkK77ldbgtbSfc0YwfBbQC4qSIVyq3ANADfTI6QA5beq2JIJEBvRic2SVqfRylWzjzTQADKSkckniUZsHl01j0WPYI8qJFbdVuUFSnW4hBdN+C9yFIjdtbmyWAxB8k3dTDN0jugPQG3PRCIwvm9+y6oWVaR4eOgKPCqJpSI3ZhQFRItBmo5Hao2qQkcYGonMGyUZ15OYR7hOA+qgwm4MH2Svr/pgqiNbI7rGGotSAHCmgcdMx0eJuG0knJsjqDU3zrHdtiRKlWDJhrp+v94mpRZf7pK3KOPa40vgzeQ7wdSDtXy/B877kzX/7yk8/c39XXXllondCV4joMwF85A0NZ6211lrrgal7GbZypeWJaIJUG6EqSwYB04JBhoeDZAAEIurAcPtXkMwKLLlHspUEcBv3W792r16TcuxzBFHQ27ykSQSFVa+dygiSgmzMotvU5bTBzJs6QSDRMUb/6pk3GvgijGxsdNcsaQ2PQgTmgxowk8oMmpv/My/6kcRYaAyb/Yv4bqmWD9QruQgwnyoYTAmYJrAY0N2M2lwXrN4AdAy0SzI2j95CGgeMjzyk8ovNpsom+EB1xel0a9srsE23jkDjAD5Up4sIoivIHFUDLZtDyDBAhrGyulQE2J4oE80JNG11AjDPVb9NzKDNxgC5sdicGhPNSfc5btSOcBj6RtAlKI7PkmnOMW2VzZ/7hEm93gIH0DRPTZdu4xAAJKMCeSJd1bDJWEzoLJSQPYClm3iivWcBRZF99udvKV/yZ+2XP+h1+56Sa6nzPKwf5BKRf0JEf/emx7HWWmutdb/XPQtbucryxMLGSPsf0mYV51UBbccML8B1BdPRVSO39Degyh364/QVj7V33MEVxEdBKAroLcK7a340hnlmBdE+RhKBCHcAplCyxMRUAbRLXUQIIGijpAiKOYoIJQhyZeTdRUS/UcbZEx9dbuATCD8HduDnZSl74NncIwAMI2jMCoa3qQ9VmXRbZ6CHQ/VwHg7MQcO1y4GJJiZN9rPGRWeE+WADGgYFuQZo671xnfK4UZC7OdTgkmHTAkikNRZSyU3rvN2CrLkQRMZgm47ZWWSXU6QEDCNkPKhadoR7fl5xNvBedBIlWDC9oQGwNoJmbdhUX3EH1L1jSmWfAwvtUo76mSDjuGx1YPoOtruyWhsLAQBE9FnhW4aSHeuVWWuttda65rqnYStXWc5AZf/jb8Eoy8XpJtHIC4BLAMMCJ3QLB89D3oICEx0DTAB0QLhqpKVn5iIY7sa9XEanXQDiACfTgALGLCNy0f0kY9gHnuB+1PrfhCwDJhmaJloAsmOwaEMjoSU0Fk4ARrDZ1hHCpCGGcHDw0vZzN5BdzMKP8wCeNbCE+RSQjcpShhFUVMecTrcAMw6mGWlzCilSw0hcA7155BaGWwcYH30YvNkgPXRLQeswNlnEPKmTxjxX5wwiAh0eKrg9OKzaZL8HLq2QcaNJf+MhJA2qVXeZTMng4RScJ3AagTyBNifqkV0fKN1v3Kc9gKiR3MOg++eEYiD9LCBdQbIIJA86QeIBVGYF6ctGTnNLkazyGSnFtp1BonpuAUCje0XHZ5GqN/pSWuTP8FLaESeE8bnekXHcUK2aaABA1M/MAH4X6tix1lprrbXWNdZlw1YYz6CwlX3l7LRXaxAsTd9sgKIBYJNGmIQhRnSztGAUAqx5rLfI29dwaIPpluljxW0UzDQNczHgmkUjxKfSA2IAGLiAUZCZkVDAUCY3Y8AsCXMZkKWPH2fQDmACgktDcG5Ynk9jzUOjmgMtsklISI2jktWju2TIaD7HBxOICWmezJ2igM0lI5skw7XPw8O3NIr7EQXRODxSacIQUvvMo1pCaIz6UI8qadhsjCE2uYJFZYO4gtt5PLL4d0sF9GchnYJlRho2mkR4ODXv5Rp0s7AbXDT3lWGj/9KIwj0Tvc+f298vPIJlBqVBvbnHw9pESm41KAU0bZsERUoD2qHZkHKGsNkYmlzozBWSIPU56zP1s87aB1bc65df9VlnbHV9tfpEAyLyxTc9hrXWWmutB7HuJGzlBM+wsJV9taNRvmBVU+UQTYrhns6+XO56UBFugKcLN8Zd0WFiwNZZZBG1pRMQZlFJRpaELIQsqU0SCpCIwMEGDwCySzh8+mBSjth0ue8a9T+gsxeBFyA7gilvPhNicxrMLVUvSWWjq6zj8BCDSTE8iZCGBB4HTRA8PAAfHALjYLpj0xnXgyfQUEBl08AjE4TVpxpp1ORKa6SDuVOAE/KwQeEROW3MpSKCaLMjzAQaMoiT/vOgHpeHBJkI3NEkXBdJYwXQhRsb7k4u9ZJKqdfVgWyhEURcj+sR6yJFrQn9ucxsqYoZIAEyaoOkS1PIADWXjOwNr+h/J5aBP5cpcbAO1PP51x/0mXe8n6dbAiA/MwjxGykiegPOkW2IyN++h8NZa6211nrg6rywldcBeImIfLt9//8CeKH9+KtE5H+9B+M7Y2zWUBeaiogan7sECoAzqqXFHYfl7Ojt7IKLzqHCj+EMnJzBQPtxAvPYJCBmV2cNXYUYGco0TxghDpYNRIugssqzMb0MIDFhoFJjxkEwAK7NhMVY6AJ1/SDSJksmU0yT2ek5YIRpsXFGcMdFMgQ/b04QaOKhOPB02YeBYDpQuUUCwNME3myq5Zv7JbPJN+jWQwqGnVWutm0OOtFJKRwsu692ZIwrWLYmzcJ+D1K9P3o99NeB3YpDBDzM7f6hv7e1GVPmTkteeMQ8HJrsxwG3gISqb/iuq0X7bPXqrk4vFsHOFh0PQNhf1QmFeJFUWDJonkHDDBCbC4seXzhYM/oEaA8bvW+yVe0lXUd/w9LbB1zO8Qv2+jEAXgXgh+z7zwHwlhsZ0VprrbXWA1TnMdFfBXXl8DoA8O9A9dDfC+DGQLQXLazZqv6ZGpgGmmyhgUFngc9vpqrAwuO3o/41fKbbxhvwXPdc48VTBW0ehpJl0QgIVkAsZKBaAbEIaZggARwAM0HMdUObB+PSNsfrAc8xdAC3f5IhZme391r45GDP8rnbCLaUxbYfIVZJh1nAkRSVXVjYi4z6CFKyVMHDQ9UCjxtjlscGnpfaYmeaOxDdwkWapZsy0YUMRBOrjMMa7OqzY84tfh9VmjLU/buUJYJoZ67jtVAHjKGbqHGZw3HKLvqjfh/2Yb3plgDvKZfCSX+UEkiauwjKUmJSNP2yJLDMyJL8ybTxSyfz8ef9rGoAum9IvEgCcl0lApQH2J1DRN4EAET0RQA+TkQm+/6NAP7ZdRyTiB4D8B8D+HN762tE5M3Xcay11lprrWd6nQeiNyLyB+H7nxGRtwN4OxHdYGOh8maxoruGMtK9P7OzkfG96I+7NzCCAysYHCkakNhlZ1vDYQDQ9nUhbegrlDDLgCKpNgEqmKaQuN2DVREbs8BY6WL+uKkmNka7L4KAuVTGeuAZA2Ykysa4R/mBAvv/v703j7ftqup8v2OufW4SAmgExIQQAiV1bwIqTRRRSkNnAuQRUBFKpUDBWD55ZVOWQvlelT6qoeph90r6KFJAKSCgECS0BvSBQAIhISQXKRMoJBoCKG1yz15zvD9mv/ba++xz7j1nn2Z8P5/NPnu1c821uPnNsX5zDBdFmrpWSOXIfSUg63zVeZqmE1wshiKux2WrR5XHeBIEqYiDfhqsGil6OgmRaE4+JVg3JicFL3NtnYAglNOnW8tR5hx5ru5TfhvgQmo3RRrxXF9HyawSM7NUxWx8F/YJubpLisLc111r5+jdJE/ezCnh6sGJDoR0tNE0qfAoz24ZkPRBTKfy8akNfSwjn6pDxrLqSIxg9+t43+NkHecPAYKTPg8g0rmCtcmBVPmgh974aEGq9/n4kcewKg54JDpxBnAn4Avx9x3jsu3it1T1+dt4fMMwjD3BIhF9Wv1DVZ9V/bwbK2Qoeuv80K3fU7J/sxYMaR0Uf2fZr+xDFVVO2w5TvDWtGgjnWsj1MsnZNtZZixMGJzniXJ+nOarMmppLRuvW0pL7RsCJ0kkfRDTTnDe7EdDRDuJdFyo7ptRo1TGTYMuTIKvrrk8tMWLq6CsrRZq0GISZukm4Eo0FWZwL6dlSjuUupIajW8OvHSr71teeBL3r8N0ELxO0m8xpY2hgyotcvwloBHTsl85PQ0YW32c7jzZ2HNdktwj7e/puQko1WBe/gZAVxUG0SeSb2jpZK699sVW4mec875etSS4/o9InsV2VDFeJ9zP4tiVOMEwnz22mPH/L2jPSPtcfXp2Ahp0R0SLyTQSrxNmEzBc/oqpfHGxzT+C/A99CeHfwUlX9ne1vHQDPAz4iIn8ef38/8Gs7dO5dyVWf+iJ/9Tef57vvcxcefK/TNt7BMAxjCywS0R8QkZ9S1ZfVC0Xkp4EPbm+zFjPjVc4WjoGIlmCbQLpZD2qzf9lelFj8pBbLIyK6XjYQzbVIS07tXjvWdY1eO475NbwKve/ylTgIQjd6mAHEabBzOKHXVjD4GJH2UWwpYeJhjp9LzyG3TseUiUwrD3RqczipqEedBAuC7/LEynyeJKJjJHdulgnAOZ9zTTtZx7ljoIpO+lDZUByqE1iL2SRiVgmFnFnDHzoZ7dZi/ubK815P3osR6L4LuZin3aEYMR9E8CtfehpENVFk1VxYZ9LfTuenTNa/Ftrve1SEvotWG9eFYjbSMXVr+b7Wz0Ky5SiOMJbxdNIHH7p6cNDHiX5OwmBnaO0QjUJaS/n1vE1VXEdithTx0zJYcdIex6dsHcHCQ1UsxWlPz1pYXg2GgpBO/19oc5eH9ZufiLid7FCe6GcD71LV58UiJs8GfmWwzRT416r6YRG5E3CViLxDVT++3Y1T1ZeLyFuBh6T2qurfbeMpnyUi/4Lgyf7XwwHFieLJL3n/lvb78m3r3PB3X841iI58y52408lrG+9Y8ZqffuiWzm0YxsFikYj+BeBPRORHgQ/HZQ8meKN3fir+CNnGMeLjTf+x95K8n7MlvmFWDLYpvEokMxxz1taRc+5Ssm002yKxiuAkThTsmPqYdcN3uf2K5iqKSTsmW0rnAN/hZbbMSyqkkq8rDiY66emihSNUN2wrL2Y/sMQodByIeEceQIRtuxzJrUX0vIFJmOzWRWtI7Dc/jcIsRv2T8vFVdUQ3iano1mL+5slcwe4rS0fo/yKgm0j5QOTWAnssAu36dVzKgAFI44WXEs2OWVRq0Zxd+NGKE/rThfPE/QTFSRf6OIrZjXzIG4ZaxaGyfKK3tkR9iLSnQVjpt/ltqucIrBpV8H5HPNEXA+fHv18BXMFARKvqzYQc+qjql0XkeuAewLaJaBE5oqo3iMiD4qJkvztDRM5Q1Q/P23eD476TEFEf8qvAi4DnEl5nPBf4DeAnR45xCXAJwFlnnbWVZmyZL902zYMrr+H3ZkW0YRjGMswV0ap6C/A9IvII4H5x8VtU9d070rI5TP/XZ2fE89DCUX8TJ7sV33Tln1aNk7LazBSt/7NMPis5k+vsGyGzgR+K5yhEk+Ba1wnHfBDSt/sO74Wpd4iEAioTp6RKi5PoXUbC8Trt6MXn3M9AtmfUfZB+OzyH5Bhrcgynns6Hwix5UmNscx4IdC54mBFcnLCYJp3lwi/RSzyWbxqCKM2VHrueDkHW+pKlY5AKrviC02S5WKZ67WR8N6HvTir+YFWcX88RWU0l1NPAZc6Ex1ocDtfXhXWcn9JNb6ObHguly+MAQB2hTW7CtDvEujspF78JbxdKZcj0He650EmofhkmBEp8q1AygaTBWsrWEfrQN4OAnAKvsoEoLo5UwhWp7xFJOaw1R6Nzuj/XZR/5RpUTx+wcTXEVcdFOEmY6rtrKATsWib57FMmo6s0i8s2LNhaRs4EHAh/Y5nb9IkGo/sbIOgUesZWDquqjltlORF4GXDbnGC8FXgpw3nnnbekubTUafNWnvsiPXfpXrE89axPH7zzlgWbpMAxjW1gmT/S7gZUK5yFj4jmxbEyufmXd7J9fY7eRzeGkwiLOUjSyFc+pLSlCGdLPhdiy90WAqYKTEN9L1xQilqWkt6DgJlno5u2EZp8koLs4oTCVMG8tLq3oT9fgBSRGJYk5qLNBpopcD/u3WESSaA1R/74LGSkEh3SxVHny7yZbQiWsczq6bpLzKyehGUqXx6itlJzU6ZMsCYrkjBnDqHTTZtXSZ6nATr9eippAiPDG/NJpoqAn5u5OWVQG330VhU6DFa/RI00QuzkbSHyGQ+Q/TTAcvi1J9x5QxXuCYPYQXh8IUlVKTL7z4OeXZhJmeJswWdgv5bylMFG6x6lvVULp+FVOJkwom/JE31VErqx+vzQKPWDD6OvSiMgdgdcDP6+qX9rMvptFVS+J3w/fzvPUiMjpaUABPBH42E6de1kefK/TePUzv9s80ca+xTz/u4dlKhbuOj5x+Ac4fPRtM8u1ep0efpfX0knsJb9xva6kaIsCaGRyYDMRERpv9JiArs9Zb5fa52PauuH2XZwQOIle2nTcQ0zo1WXBlsj+6Sii0yTCjmmOtibShLeUIq868cIX9MWqIs311tcYIt1xEqWb4FSYTk5CVPGTQ433t0Q3+7JcBC8T/ORQ8B7HIijO94AyIfqiPSVCnY9VTdqr8IOUdDrYL1k5koDOUXFxoShLd4j1ySkc605hKmvcriflfN5AJaIlplur30Z4gnM5FWbvwhsRSf51H+w7Wg9wBs9PnSdaFediISApvvO0v187hPQx8wlka0wob76G70IFxZJhpJT+Ht7T+t7Wg5LdyCZE9K2qet7848yPvorI3yfxKCKnA7fM2W6NIKBfrapvWLplx4mIPAm4PNpI/k/gQcBzVfUj23C6/yoiDyCMYW4CfnobznHcPPhep5m4MHY9W/H9nwjPP5jv/0SxJ0U0wNHDF3Dk6OVAa6GoBXT9DYPI7oA8oWoDsVC/cq8tEXl9peZU07kky8+8HVomjsVWigQh3EnI6exSm6NX2uGYMglR15TOLp4vTVHMNo8qkpiur/bv1hHtuddaCeT0Pbze4XFq+4u4tVg9b+BFju2qU8ml9G5pkmAfK/3hCJP8SFHXoYAOnuB2GTlCXQZE8wc4JFuPKBpTyHm3lqPQUwkTQosHemNBWT9ntaUkl3lPGWCEal37PIloFPsu96NonDyqihJ95+oR14WzZRE9Qd0kCuhJzpOdMowMzzWkFtDhm5wxZBXVCeexQ3aONwFPI2TBeBrwp8MNRESA3wOuV9Xf3JFWFf4vVX2diDwMuAB4PvBiykTDE4aqPvVEH9MwjOUxz//uYs+K6HkMJ/ZBK5hK3G124tTwNffYMbJoVGUQeJ61mcTsCx3Qi6dzPh+jd4L3gghMYk7nNdc3EwInup4jySmKPGEaIqBDsZUlcp/9yelcaUJcsiQEMdgOLlJxGhejnlmMutBTTn2wfFR2hfn3QMK5um4gaquouQa7SUm5FjNgxFza6V50fj1W2OsRrwgl/ZzTPrRkpPazitJ3pTqlp6qwJ75tv4RzE33D3q1x7NCp9G6N27pTWddDTLXLEegkkJNv3Sl4ERyt3abtE4dWmTDCRMPydqNOi1dP3AvXGfopTRD1foJozyQWeZFo2Uip+VKKQd+t0U9OxrtJqdQowSaT+7n6f0TxZrcC2qV7iHL1uT80977vNKrQzym0eYJ5HvBaEXkG8GlCRUBE5AzgUlV9LKFq4FOBa0Xk6rjfThUiSb3wOOBFqvqnsSiKYRi7mK1Eg83zv7vY0yL6hsMXcs7RtwJ1RLRkD6gnEeYIbRURzt5cJE9+G6PJaEAQE71MovCcb2+AEBlWVTpxrInQdS56fAXtwn4hDZoykWm0cfQ4+jwhMLzC9zhx9KLBQ135Z5P4BZhNZSdM3aHwrZMos6NAHSlrXlsIVFwRUFr5kxdVbExpBSn2hPy7Ep+1OCz7BnHXWGSc0Ok0iOkQgo9ltsGrIvVkuXS+Kp1dGjykkurJbx7KnyvT7hAdkv3a0+4Q3q1x++QOTGWNY3oSx/xaIzRT1pRcfh6J5iAHKD62vS4KlAoBpe3TM5ci0O0Ap32e8hsKpnEws54nJ07i4MS7tTwwVFzOnT3tTmoGJ6VvWgE9zPKSnwfqNxq7IytHzU7kiY5Fph45svyzwGPj33/JTA/uGH8rIi8BHgX8FxE5id14swzDOG7M87+72NMiGkKxh2TrSOJUUp1kyBHWWtzmzBwDxiZctQI6iaD4d/hjZv3wG4FOPZqybsSMDUlspWwckyiekx1jGeoo8lD01On3fJhymNOwpXYtPHbyG4vk7AwulfcmieJ+xipRi+ehFzyLQhwqYXCQ9wtDh8b+4aWLA4RKLMe+cUxDW1L0NekGaT3r6dpztFWDbxsPnUzpO/Ba8mH3EiwcU50w1XIN+b5Ka81B6mdDcOm2i85uS7tt9t0zmzIv3990X+P9FCnFWHLe6Y4Y6Q779W6tyW1de6DzuWsBvQRX3f/JS223k1jFQgB+BLgQeL6q/kP0bf+bFbfJMIxtwjz/u4c9L6ITbeQ3iDsogidFD1PEtkSjx6PPSTTlDBF1VFFDBBop08Y28pc6etZyZolpE61MwtlJkHspmpx8s5q9rCkfclt2OfxuI7pQioxMdcKUGI2tvNQ9wV+be0g6vPRVCKtE7DumbeaRQbq/OnNHTosXBeiUSeNXj9Mjy4AhReaRLPRT34RBxyEm7lgoQJL6v1JPPtkwZNJ4prONRTuO6Vp4LiRO8kv70YraqTtET8ftPqaz8+X/IvWzFI4TJ/VVkVzV4r+ut82SNRdMKf3XRoVLzun09LhK/IuE/nAaU9t14J3mviHfjxiFr8qcp/Pl+zZ4ZlP/pGcsDWA2yuaxKsJkzlW3YvWo6tdE5BbgYcBfEwq//PVqW2UYhrH/2Rci+obDF5ZoNMV3mn7XHugx8TzrX93cW9k68j3vGCJRBEVx31XLHZUvWUvkMttMqF+/Jwmaor0hIhkqF0rxQiefbYpAa7EKJEEWBHA2VzSv+2eKmlftCidI0W6HJjFZCenS69WEvCb9X/QT00cBnSo71ukDw2RKFyOvKkEsSyplHScOOh8iz9K5YDuhCFUVCVHmmIpONPi5e5mAgnOTStgGy0sfBxwhpV3wrSfBnKLLWeDHvkpFfQh+n3LPiYOBkYh0OmfuYxTwKF1jBZnZJ963VMAlGUnS8RSpxHObE3wjipDXGCVXPPCR+z1pqf13GrVQNCLy74HzgMPAy4E14FUEn7ZhGIaxTewLEQ0jQjoyFKf15DZgxpNbk4VH5ZdurBqaXLACVeq8MVKkuW6P0z4IuSoN3TCdns9Ct5QPT0KnHDv4pZE6hZ9EIRjLjOOY+mhxkVDgRdAsbB19iKR2MQNEnMSW+iz5l51vqx/6WPikdxNwrZD2dPTqcpt7LV7sEEHvcSJtRLeyGIhoPEbwoDtXoqKiCr4PZ4qRaBGX1X+xSbjchj5H4cP+PhYyyTmb1bGuoa/WdZLT1jk8XoTS8yGKXp6TNr9zOIfmKPvYIC1cf/HxCxIGC5S0d0NvdL2/pysTWUXxg/zYYQKhZBvLZkiR63S8a8+9eFP77ySmoYGQr/mBxMqyqvrZWHrcMAzD2Eb2jYgGGmGSfm9q/zp9XS2oox9YYrGTmVRkKbI79AYPtslRwyrbQjpvOqdo377eT6/Wq9R09eTAgMPFQYKvUvlNmYSS41FApjzGDk9PEIcIQdymCKrQiLPOr1eDiFnfNT5kwlBxUcgl8VvZPVKEOd6OHkcXBaMqEJBVAAAgAElEQVSqsKhys492htznsUKh1P2mISPzGKXXK/uCFvuIRiFdWyk05vCuo+rDgdnMeSq7yiJyMZ/hm4pqcJaiyRs9v9naE59PpWpzNfAau4Z8rgVtrt+E7EZ2MDvHbueYqqrE/+OKyKmrbpBhGMZBYF+J6OsPPyZn60jUqewaUVD5nBv7REUdiQ76skSIF9G+YE/t0Ox1nvhjc1O8BWE3aXzGdVq6NNGtlJh2zTnSd9qmV2HqJ3iK57VDopDuovB29KqIhKqIddGWSedCQRLpQ1XpmNs5+5MlVsUTCdHwqi1JuPbq6H0p8BLsGSBuNlKb/5bkKS73Jk+Qc114je9bBRUGOZWlZCQXcogOl4FCvTxPGCVaq6M9I8vR0aiya8p/VyuyragMFlwUye1zCcO3EUn4jr8ZqSP9VGkHh9sNr2/4dxbWg81rIX7d4YtmjrWbME80ENLvvQT4RhH5KeAngUtX3CbDMIx9z74S0WOkyoQ5Spz+oxujqyEAOxAhOfVYu4/K7Gv7ss8g60FdYGRQDKREc2sROPvKvz5Wzqwx+NQR3nI+shUhbFOipKoln3GwMxQ7RRLUKULdaUwNKCORUy32FfF9EMQDIRciurE6Y5SNQcinTBRVJFlmRV59pc29iV5nqVPtSYpWx0ImdeS5Om6ystTl0dOgI0zWczmPSei7Zq7i4B7NZtYYbBD7GRwh4p2ENLR2nOa6s52jeLUDs4M3JZT7Dlp4VlEuejuT1rXWkrL+44cfN37huwizc4CqPl9EHg18ieCL/neq+o4VN8swDGPfs+9E9PWHHwPQRKSbiVVSfNKIK/mPKyFR2yiAmaIqaZuxZVk8xvil4LPvNpXhFjSWs66RJtqaJgWqSpzo5qqItDD1JfoZSlHPaU+1LkyIC5PgUAc+LOurCGqKtq45FzN1RK90mtg30+oQ/R07b8w1Qu+DnWSaymL74P913uGcy0LWoTAQ044+rE/lrWM1wdn81C4s7yYhTV1K7ZZ82BIHBhIqQZ7kbsfhmeh6PoaPAjpH6MXh1FVt8Y3YTzaRMlgpbUp2lTBYUqYyCcJcS5q/ctcFJ30WwsW3nyw+8dnMfveuaQNRSNd+6nRvhsJ7ONAZvo1J3HD4QvYCaqFoAKJofgeAiHQi8mOq+uoVN8swDGNfs+9E9JDhK/D0d7JmIMTJgdU+IjP7jx1zbHktoBOtYNKRHNDBylHn8q2P5ZEsqHP0uRLIGv3OY8n6UkQ8nFLwojgVSNHl2vubBB4aCplQlc3Or/hjeezsHS9tznaLKjrbR0uJV4dP5mcX/qeOqEPyPxcXM5Qy5nVfpcIonrXsY08FRrx0MT/yWpPFJPVOJz0h4d86Tj0TfyzfOxcnJobIe0heWEdrS1aO8bSIw35PqfuIqe96ycn1Skl4Kf2fhHSyHKW3FiknNNF3n9rURpFTjuzZts3zVs+zMe0VDnqKOxG5M/CzwD0IpcnfEX//G+BqwES0YRjGNrJvRXTtj54bIQacuBGhNi6+87E2mETWZs6IZ9Q+iyLqtWM5femyABymp0sR6N6HeoPlO3qkVXA5M0R1JoGuiqKGUt6tzSK0CDoh5YvA08XsFCGHtJcO50pWau8meNcx7U4KOZZlkstkr/uOqZ/Eb4dPmUBU8eJx0uGiRzvLaYlDhnhPOqZNGXPvOqYcQpzHVTmcU6EU7zqOdafkKoXT+IiHqpCeQ3I7E13n0PTrOD+l69er/Ts6txausevxhP1LBcxU9ESjLaYHOpx4vMbJknUav5gzOgnpnAIPVyw02brRR4tKyfyRBnpDS0b7rA2Xl7bW3/NQSkrARHqbsxc44HaOVwJfBN4PPJMgng8BF6vq1Yt2NAzDMI6ffSuiIYiBw0ffBlBFdVPRifhKPGWkYNbTO2RepHmMLGLqQhtDoV5FcHNlwSbXcpvhIp9bi/D1gPfRdxwP75EsmEuu4qotsrj1wwp2QQwWL7InCGlF6Lu1mOJujamsBeGqXcwIEm0cUUD3g0h0GByk7BuzGTBS1L62OASrTZcj4GlroKrO50qVwngtwQfdM9F1Or9O1x+j89M4SdKjrisVGp3ifZcLj3itckRT/g7p70Kavti4HLnfqG97kg9cYlbmNiofotQ+HxfaNyT5eCPnmhd5HiPYccrTsKcENND3B1pF30dVvw1ARC4FbgXOUtUvr7ZZhmEYB4N9LaITRaC4XF2uiBWXp+y5qsrh6HEqAT02aS18l0liIRNGHyKrKRKdXqHHCHQuiiJdyO1LyfKQrBzBtuHKZMHawuGTdWJ2YlgnmicGJhE9dk31NTtKrmkhZNhIVQ2DVSJYKDwhg8g0Rm6PuZNzBPp2f4ip77itn9B7x7FptHT4mP7OC84pnThcrMIokqwNda2+EsXP7akKwqiclPsJgogOGUxCwZSploqEHVMmMuXQ9Ot0/THWjn0Np0FEA6jrcNE24X0HE0JBlpj7utznEtl1ceDj8KVYTbx/TaaO1NfDtxrJakPIWT1MU5jugxtYNDayGCW7Um2LWUTaZi9MJGzQAx+JzoZ+Ve1F5EYT0IZhGDvHvhfRRw9fAMC33vDOKopb/MW157WTNBGsSn8XxeUwOgvFw5tINgQgyfU8mTBNKKyr49UCuvYSQ+tTDu2uJ+yRPdC1gE44USZOWXNhUl4Q0mV9Eh7FV9tmb3DiczGW+vqCkHZhQmYUkOvdSfQEC8ftPorofkLvO45Ng41jvXd4JXqiBe2CqF/3HROv4MD54EfOmUEoJb7r86dCIsBMn2XLS1VmPNxXH7zQ/hhdf4xJfwzn13G+LyJaFe86XL+OOI/3QUDrQAzXUfH8HMSBQLLheBxTmVSDrsWe4+RN79PAToLdQ3P1yWJ3mXsMLc9NO1hq7R3tefdmBLqg+S3BAeU7RORL8W8BTom/Q4JG1TuvrmmGYRj7n30voofMiNQYOXTioyiGWMg5CGyVmX0TdWq45Jctv8uyvHyT/8H3jEcua4SUwbrkN05R8PTp4nd9HZ6QBy+lr0sT4YZe6rxPKkoiVZRcuuzZ7rXYM3yeTCh58lewnIRj9T62XAlltavsFhNpC6OkAjTp7yCk01uFtpx4qs5XC+jUR45qEKNRCOuiKO14KrjS5+RJf6nyJC7ZMEJ6QJU2Y8ci6uOXAjSxamDMzlG/IZh3jNz02g+PssjAszcFdGDhLdznqOr8nJuGYRjGtnNgRPQnjzyKf3LDu7MgglYUFwtFiFwmIT1kKEYasSzaRKDrCYXZkpCyLeRJZrPUnuu6jSKatV2YeBdSi4j6HF12Luw5Ec/E9TkK2/i942S3OgtII7oq73TTLnFFsFY+7mbIoOlDFNFFSOcIuAaf8bR3dE5RBScdE/H0VYGZcHl9LEFdzpsivr1Omj5Kg47UTymbRidTnBZLTbqWkJalpM4LRWPaPNPzIsnpbYXz66UUuY/PljsEEt8WpGwaY3kSR+57/lvDkwrkNyTpmqhaN9wv/x4I6bTPPBvSXkQJbxAMwzAMYxXs3pq+28D/PPIIoPYvt9HZoa90tmLcbNaNWkDXy2rqyGX9vRFtwZb0XSLLwXahTJxn4oKFoxOlSzaORgZqznhR/+0oBVWkilhvRVzlqn4SotkuT24ENxB0qkRbSvJ0u/wJAtI1Qh/KRMw62pzuQBLQMdldGDwEqR2usRLQqVEpI0cW0Di0STVY7veiCYPD+1q/gXAj/Vj39Vift3etPposJcaHjA0aE3s5Co2GiYXLfAzDMAzjRHNgItGJT53z/dzr+veE0tNzCpTUXud5pZcb68YgAg00kefhGVKIMEQzk41itjBGjUNxovgouNKNG6tWCKUqX/JEZzEX9/eVfaD2iNeCqxV1bWQ+REajB1xgjWmoxhezVgiK7wQR4qQ7YiVFySI7tb/3Qu+CNzsVZJlqx0SgZ7JwYl1teemynG7vSafT/GZAJQjlnpNav3WMQvduErONTBq/OtCU6y4T96qB10g5+Nxz1aM2Jqy9zNp1vJb+1GgTaexBGwx0cmq9kQg0lPkCexXlYOeJNgzDMFbLgRPREIT0Wde/N06/Gd8m+aPnvTKHGHGU2ZhhWb+5/8LPEzspcqwI3UBAzcskUrdrrD1J2DVFP0ZS23mRLO3TxL6c7zr5gaPtItlGumiVmEaR2rsiPanaPZSctS1jGI3dqJ9c1f+pHfWAJrRZByn62sp/3oXUeanwTZow2J4rCdpQNl6lawcbqfDLnOivY1wAO2LaO4pHPd2DdAgf7//QfrMV9rqABoJH31S0YRiGsSIOpIgG+PQ538e9rn9PI5LGRO9Y1LPNyKHFLlAJtzGSAK1/zzsXFG9vHYlNUdYUde2kpH8LbUxFV9xMFL05dhUhrTM7pIlwLgl3Tbmrp3lyYW5HLVKdz1FTOujjdU5j2rheHZMqn3Wye7gqKg1JNGqRxMnSIYOS1hImCRb3ss8lvTudZh96aGecJCqCd2uxfwbR7WgV6WWSM4DUGTfSNaeJjeE+JBuH5hzOacJj6v/h5NDcdzN+e1cqHKY2pX3jy4tU9TCVkh8eOrWvHmCNPdP7QkBHzBJtGIZhrIoDK6KhWDsSbaR2/sStevskiGrBNkYSN6VcduXzXSKsmNqSiobkqK9O83nr7BW9TPCainjUXu5UtGQg4JtKe8QJcUNPbmxrlTEjDxo8qHM5N3ZoqwuFSzQNHhxO2yhyFtOUAcIyfRH6s7XANPeiEtHNdUqaoDgZLI+Dj7qMOV3T1tkJfDF7hpT1yd+d+qr1tbdtWfiWYyio42CCnCFltspmfcx557rh8IUz++xlvEWiDcMwjBVxoEU0BCF99g1X5N+1eC7RwjbxXVqXSjS7QdSzFsbh75iELkaiG8FGmjwXxbVWYjVSR587meLwTHQdpz2dX8dV5cSTFSGV4A5R0VmxlgRo7XROmTRCdgelx+FiWeiULcNL1/i9naaCIOH6kwWiZ4I6aSLjU+eaaotQbB2d62NxGC1+bqoJm7EQCTq0qtQe6HIvnPY4X1LjpcI2xXIxEMT5nqQI8qwIrjpvVPjWVTF7LdM60z1EQ+Q/DBjqw4XrcITUdqJtRDkfv7GIhNzbG4nm+ntPTyIcQVUtO4dhGIaxMg68iIZZn2pddTBQSiMPM16IFrtAnaVBpfXb1h5aoBF0aZsZYVcJuDYntWZfchLQOTIcg7NO+zDRD8lRzVqUzbOOjNFccRL8eZ5iGWg47VEk+rdDhhAqO8oEokh0wbJR5abupMS63YzXfL5QGo3GLsh+slhIlwFM40uuhTDtAKD+na5gNJtG/hqI3SR+tVhsNHfurE8dar/+OHWfpe/9JqATlnnDMAzDWBUmooG/OfJwAO57wztGfaRBDLU2BJeipVVFwnp7YJDZofX0pmUwWyQkWSjSseaJyLJ8IMySsNcSya0FWVpWinjUBWe65nzJnjCVCV2VjSO0q5xbtMdVRU5SdgxFmDhPr6FdTgXiJMl0DVJFoLOvOaanWySg8/XW0eoRAZ2qQyqS74fPg5cqjV0lfkve8Nr20g6uhiK7tnDU37mbJE3WnM3DIqJ5EIKQy4enYjjN9VTFWIZ9NBx4CH7vlfPeBBaJNgzDMFaFieiKsYwWZSWNVh26hYekPMN1dHMZv29zjLmxxrI+CPEq6p3OOZJuDdrX/nniIgri8ero0mRCJOahKMVCgk842DtUHAwKyLT9Un5DzmmRRWEWe1ImMeY4bk75F9uZfdwpEr5caoqZiZsDO81MX1KL37bYzTJifjMoDqGdFJqesWFEep51JKUrbPqzEdT7XUCbJ9owDMNYHSaiKz5x+AcAOPfoW5rlKTrrK6Ho6Ecjn8nnnLI79Eza1/oUITvPXuEH26dlHZqlUpoAh4cQvCzV+1IEvJdJjqrWEdE62h6E9DQcPfqagyhrI7Qpl7QjpLTrpEPE0zEdyTLSRmTLdYfvrrJrJKtHEs/DXM/peMTtUox6NMqbBizROjNjnYhp+VAfRWqKihcLR5oU2Fce9dRPHbVPnsYm016n5oqUaQAy61luo9pJAKfMH2GfOLFRZ4V0MxgaXme8Y/tZQCcsEG0YhmGsChPRc0jWiyxqKlvF8DtRfMMlu4PPE8yqLBJJ4C0IqA6zM9Rp9XIEWsn2hLyusi0kseljpFqivaJuf4qQi3q6WA4cAad+JjobbAbdjC1l2AeLqCcLJktMKs/dRPcroR+OOSt007kcfc5aofleDfqzEtD194xVYs4AIBw/tEPoy0CoEdLpmSiR4foNRLG5jIneQZ9K8na7hX71+hj190EQ0IDliTYMwzBWhonoEZIAud8Nly29T/HaxigwE7y68B1FWRJTHUETOe1HLR4ObSoKFptJiYJ6upCXOXmuSf7qGKXVlONYqmiqCxJRWwGfI8IKk+THTeVLtLI1xNR3IYuEw0XLShB744ViSlsG2UYI1o2J9DOR57wvrZBN19RXkeg0GAmCta/8z1FOaxUVjp5jJfZbrBipUrzffR54uJkJhKHtvimfXiw1lMmWjFtG6mOMXW/qm0TI010Gc8PtxgYcsH8nEQ5R1Zx5xjAMwzB2GhPRC7juyEWce/Qtc6OrKeJbR0xzqWitauilqGZKxCDjkwVTxFHQYN2QavLdIC9wHSUGstithbMfiM0w0U+RmKZuaAlw4mMBkxTJjhPmqqhs8EZXGUVSdDbaWobicV4UNZT+1kaUDvt27Lq8OnodRN9jJpAu+5ins/YHzQq3Es+lIqFX17w5qM/htM0WUhfXgZIWr50EOF50Z+ixnue1rn3SadLqzL61LYf9nYVjHn46PxOLYRiGYWwn88NlBrDxa/GcMo1i48iCc1AIBJgbfRxOCBsuXyS60kS4oYD2Va7iYVR3Hq1YjIJRqojnnMmRaSLl8Fjpe2hhgGFO7tmJcfV19RquJw9OdHB9Ko39pWnHaMaOkn2jSOPKLjJyvCT464ws4VNVrKRMkFz0mWnPgnuT+t1JvBd5AHKwBTQKfsmPYRiGYZxoLBK9BKnK2+GjbwPSRLuupCWr0tgNq9yFzBeas12EZTErw0g2kFQ6W+hno6ljdodBWrxaZGYvMyWDw5gtoP47e6RpJ7f1UUSn1HPhel0ovkKJlM60OV2fgBuImTBZcpx0Xcle0WtXLBf1JE2KpaMZzMT2h+aUKpFp4mf+joONniLSQ1Q6+q0VxLUe7k6nuSpiuC/BvlG/kRgd7OTIfRHvbX/MjmmH92ds/YETzxHFPNGGYRjG6jARfZzUonRYSrsuS93lqGGxLgxFUS1im2wezI8AL2zbnMhsfdz6eyj+khVDSWI0tn9EzAONzQNSWrvBNY7sO7SppG+t/clRIPeVtWTWAhLc5DOTBaU+ptBMvhzYOMYGLrXvOJUVDyK6bndl5RA3E/3OIluZGcjMtHfeQGTkmg+qgA5YxULDMAxjdZidYxMcPXwBRw9fABRBFiwUXSmYQivyQowzfDqZ5lfyTV7kBSIpn2tEEA+jlDPmjUFO6JwVI3qIc9uSLYH647OVo5Oejikd0xn/cp5I6daa4jL1eXNhGmmvNV+fNq1u0sz5KkKcSmkvQ+1Pb7zqMfVfLxP6eN/6ahLlvEmQYcspnZ/mkuLOr8ciM0FYpwh1XXhn5j5WecPTsrxuYCUZWkrKMxKmfh5sAU2wc3hd6mMsj4g8SUSuExEvIucN1j1HRD4pIkdF5IJVtdEwDGM3YCJ6CwyF9JjvOIvW+jO6ta8+YwJ68S0aemPryGnTjkpYtxX+qnUpkwUjeYwHxyntk4EvfDZS3EZyWz9vcxxae0oWkql3hlngZFiGPU1ulMHkx1Lq21eTCZvKgiODFFdfO770lWo4cq4M6eem/ctFdwYCeuyZacuHV8tHIuQHJYXdIhTwvV/qY2yKjwE/CLy3Xigi5wJPAe4HXAi8UETmObIMwzD2PTsmokXkx0Tkmvh5n4h8R7XuKSLyYRH5+Z1qz/GShHTNWJQ0yaE64jwUfcNjFCHp2u9h7mKKQM3Rbjxd8u5KG1EOGSzadhRrQmUzGQjCYbubtkZhWsRpPZkylkZJ0ez4ye1B87UVL3KM+WqXp+EFkdtmp8i9MphkV7ctFaSpo9Ah60ixcYxFtx2hBHmKoqdrKH0VItGiHuf7cLYopof9kqPeMqEnRb+rSZJ11Lm5sjYXdv18mYCOaPBEL/MxlkdVr1fVoyOrLgb+SFVvV9UbgU8C37WzrTMMw9g97KQn+kbg+1X1iyLyGOClwEPiuqcA3wm8WkTuqKpf2cF2bZmjhy9oJhtuhbqoy/AYdSRS8vccH3Oy42owI3iRECmtymy7at8QWR34s9VXad/cTDuGpIIvpf3jdot0Xi+zy8Lxy345u0g1MTLJ/qbfhJno9jzqaHT+PeeahtUkqzh4jEL70Wwf4+ccjzbP7c8FY1pFRgduBxvLE73D3AP4q+r3Z+KyGUTkEuASgLPOOmv7W2YYhrECdkxEq+r7qp9/BZxZ/U6qQqu/9wRJ2Bw++raFQroWwM1ymd2njl0DOWI7jFyPRYazCFTNfuB6ezeSv1jUF9uBpHO32T0WlZkeuwYoxUI0X0crFBXJ5bVr0Zwj07QR6Hz+QaGYee1K51j0O+fmrjKSpOWCMqmi5220fnbiYP2ps38M3yw05x9p8xipJL3RshNRZhH5JuA1wNnATcCPqOoX52zbAVcCf6uqF21747aIiLwT+JaRVb+qqn86b7eRZaM3QFVfSgiUcN5559lIxzCMfcmqPNHPAN5a/X4D4T88V6rql1fTpOPj6OEL5oq4OgJaf28GGbGDlOWpxuBwQmCYDLjIPgJtgZTGszviT16+vW1BkGF78/lUmtRyvXY5jV0S0GOT7MbONfx76bbWubHTxM9sOemz7aUZsCTPtTgYub91v4Vl4/9XWxgVj/1kAnochTBIW+JznDwbeJeq3hd4V/w9j58Drj/eE243qvooVb3/yGeegIYQeb5n9ftM4LPb21LDMIzdy46nuBORhxNE9MPSMlV9BfCKBfu8kjDRhTsfOgk4bZtbuTUWRaVTJHpeRHqM2n4xJE/804H9QKeoODpiJT1xeIpXdxi9HrYxRU97neRl6fjzRLioxiqMJaVfsz5V8kvWj3jMXkv2jal2qDKT37o+RtyZnDavyg09vKbZKH1ZDoOS2ghO2gh9Fs/S5oVu0tqlyH39HW0czbVr6Jt5Qnq27aGfP3nkUaPb7yduvPFGROSr1aI3qOpTl9o5ZufYAS4Gzo9/vwK4AviV4UYicibwOOA/Ar+4Ew3bYd4E/A8R+U3gDOC+wAdX2yTDMIzVsa2RaBH5WRG5On7OEJFvBy4FLlbVzy97HFV9qqqeqqqn3uPUO29fg08Q87yrm4lA15Hn8Ftno7pNZo1iNxhW0htOalyW5Ab2c9pdC8rm77rNg/aH45Zod4lCSxWNDjKy/gwn35GWjbRtLFNG6pthFpRhhD+n+Ksi0jOCPIvmSkBX7ajvC9SR7rHJpbNvFOBgCGiAe9/73qT/b8fPcgIaAN1Mdo67isiV1eeSTTTz7qp6M0D8/uY52/028MswZ7S5RxCRJ4rIZ4CHAm8RkbcBqOp1wGuBjwOXAz+rOiefo2EYxgFgWyPRqvoC4AUAInIWwbbxVFX9xHaedzeQXsH/06Nvz8uaSXwwiGrO5gNO/y1OEdF5+2aBWH0DOAlVD3u3FiRczEZVp2tL+9cV946HFHFNUfeaWgSnMt4pAt37LghmdXlboBLe4bsjVPYLotzjYvGSUp2w9El9bbPtjJMxFaTyide5rENhFd9UJ1QRRCVOwGzT6A37QeJ5FKmi5r65viF/feTRG/SwkVAF9Uvr1VtV9bx5Kxd5hJc5uIhcBNyiqleJyPnLNmo3oqpvBN44Z91/JETaDcMwDjw7aef4d8BdCLlFAaaL/qO2X0hi+vDRtzXirLZhjE12CxaANvo8z1Kh4pBBQEgI2TYQF0qTD89RiW4AiduEdHk+WkDczKuKYktxIIPJdbQVC4f75VhvKk2OyxaOOtrc7KfSZBjxgIuCWatpqDOVEGOf1NUJ6zbmPhhMmKzF83BQEo4F6gblugepckN/p/PUae+k9NFgMmYqLW9sjhNl51DVuaF/Efl7ETldVW8WkdOBW0Y2+17g8SLyWOBk4M4i8ipV/fET0kDDMAxj17FjEwtV9ZmqepqqPiB+9r2ArhmbeLgo8pvyH6fthttmO0EtsUcirqPHroQhVFHbGcvBnAqDyU7R5DOeLZtdt23IspMs56WuCwK4/D1G3S/D/ho9XrbCtGnsmoIp+XglC0fapm5LKcJS22xiVJsyYVFQE9DHwQ5NLHwT8LT499OAmcl3qvocVT1TVc8mpOx8twlowzCM/c2OTyw8yKQyzfe74bKlrBPDCHSdUzrhpUPweFKkNUaTY2R6kcBuotHqEQSnHkXpROKkv3afZJvwg/HXIjFcZ6ios1bUUWcH+BgFz+0bEdCOaLmQKN1z+fSybeoTst2irRKYrr3t47oiYeubzoJ/yeJstZAuxyiTGNEguj92xIqmHBe6Y4VUnge8VkSeAXwaeBKAiJwBXKqqj92JRhiGYRi7CxPRK+C6Ixdx/xvenH/Py7OcqAU0lGwYRRx2uTS14kB9YzEo6dgk7w9R0EXbQxaTWsRnHYVuIswD/3FdrjrtB60ITuvqSYoiGtoi0fetAgPhPCak69LmY1HycC7X/K4nI47lvF4koGvvc71PPsYSxVdq37kifOzI/7bhPsZilJ3JEx0nQT9yZPlngRkBrapXEDJ4GIZhGPsYE9ErohZR5x59SxbEiSYKrTor7AbR1bDeoeJByHmNkxc37JfEoIKEEi4y8EunqLSTHh/FeR0xrsVoe8xh2332dY9ZN1KRk06Cz1noRydXpkVpDCFCLvfdSbjGTlrhW0fJ60In4bg+TCasM2ZoidwPBw3BslEi2vkYVIORPGEzpe8YjgYAABHfSURBVOEL7Qm+7CKwrznnCRgnEIW+t+QQhmEYxmpYVbEVo+Ljh5d7rT8W8awFap6sR5hI56sKhI3orlKyLbJhjEWUwz6zPmhffWrRutHxky1DBJxo/nT54+Mn/E4Cuh5kNG2rCrPknNPNgGMwWKmzlAyPJfX+w2MUn3V9L7JnuhLhKo6PnvuDc/vB2BpKsHMs8zEMwzCME41FoncJyS8NIZMHDCb6zbEMjFkpisicjSADeLocaQ6luBdMcKwiyeE4RRx7pDl/FqFDSwYlu0Z9Picery62d9arDHWKu0EUe3Ct9Tbz2hgEe3Gi1BaWMQtHGozMm4yYx6CDLCUoII5rzbKx7ZyASYOGYRiGsSUsEr0LmVdCfMhYNFkr0Tjcrl3WeoY3QxKni46fGIvy1sK3nTxZfWQQcZbyyfvNjZBXw4/airJE2fImsj8nm8fsb5f7E4L33DzPO4CC936pj2EYhmGcaCwSvUup057d74bLqkwTrR1jHuPCeZjf2JXI8LxI9yAKPZxguBk7SMlX3eGFkAlEak/3yL7V99B3XeeQbq4rCeGxKPkSaGWDGfbBvLbA8rYc48RhVg3DMAxjVVgkeg9w3ZGLKr/teI7jzTKMYi/KMb0ogjsjfqsJe+n32D51SjoZ/D3P7zy0XKS21X7seSXKN6L2Mw+XL7NvbccxdgZVxff9Uh/DMAzDONFYJHqPcN2Ri/Lf5xx9a/67rm64KKKb1s34m6XKopEm0i1btKU6d/rtBgK6aU8ss02shpgydIy1N+2f2zoi5PO1DI8hbQR8KNLTvsHz7JCq35YVzYIVSdkNWCTaMAzDWBUmovcgKeqZJyCOiNlhJHeeyE4sa3mYsTJUQtdV55x3rDplnkPxQtP2seOOtXXYnmXa7gbb5Cwi4hshXls5xkil3I1Vo/glcnQbhmEYxnZgInoPc/TwBfnvf3r07aPbLBKXwyIuG5GKuYxJzCaTyIiIT4xFeoeCeSh2gSy2x45XC+kUDU9tGrsGKAVjQitLsZrZ7bXpZ2P3oGqRaMMwDGN1mIjeJwyjo0eOXr7QU1yXuR6um9kn2jCCUC1COh0nbZdKcM8Tz2MC2qF4ZMYjXQtaxcWy4OSI8dhkv2InmW1bvc+Ytzq1JmEe572BWuYNwzAMY0WYiN6nJL/uOUffOh5hXUJAz+yTI75+ZnktoJNAH1ZKhPFo8qJJhoHgoXZAPyKEhwJ6KJ7Hjj2GIuZz3ktYJNowDMNYISai9zljEdX73/BmgJkiIzCepSNHo2HuJD6Hz6XGc2EYTWWzQenKOfL0w+KNTuepBXA9MVA1erGFkQIqTWboGXvIvEmD5m3e2yhqZb8NwzCMlWEi+gCSCoF8+/V/Mrp+3sQ9RZqJgfU26XtGmKsHcY2QHcvrPGPnGGTWyJ5nFGI7gLkCetwPbf7mfYWancMwDMNYHSaiDzDXnPOEuevOPfoWYI4FYmSSX7BwBCHrNEQHQ+TYRWtHe4hl8jnX/monPghp9VVMm7mTGc2WcRBQs3MYhmEYK8NEtDFKXX3vnKNvbaLRi0hWDokR6EUSJ1UcHD3OoomOQ092FNAWZT54qKW4MwzDMFaEiWhjQzabqeKB170u/x3EdLt+2aqCJoqNhdjEQsMwDGOFiG4iT/Bu4K53vaueffbZK23DjTfeyL3vfe+VtmHVWB9YH8Dx98GNN96on//855crkTlARC4H7rrk5reqqnl8VoCIfA74B+Af52zyDXPW3RW4dbvadQKZ1/7ddvytHGcz+yyz7UbbLFq/aN1eeFa2+zk5UefYDc/JMttt5VnZ6nNyL1W92+gaVbXPJj/AV1fdhlV/rA+sD6wP7LPsB3jpZtcBV6663cd7bbvp+Fs5zmb2WWbbjbbZynMS1+36Z2W7n5MTdY7d8Jwss91u+TdlSxEgwzAMw9gEb97iur3Adrf/RB1/K8fZzD7LbLvRNvacrP4cu+E5WWa7XfGs7Dk7x25ARL6qqqeuuh2rxPrA+gCsD4ztQ0SuVNXzVt0OY/djz4qxDNvxnFgkemu8YdUN2AVYH1gfgPWBsX28dNUNMPYM9qwYy3DCnxOLRBuGYRiGYRjGJrFItGEYhmEYhmFsEhPRhmEYhmEYhrFJTEQvgYh0IvIREbks/j5DRN4tIn8qIndcdfu2GxG5p4j8uYhcLyLXicjPxeUHph9E5EIROSoinxSRZ8dl++76ReRkEfmgiHw03utfj8t/TUT+VkSujp/HxuVrIvIKEbk2Ph/PqY51vohcKSL/dVXXYxiGYRjbhXmil0BEfhE4D7izql4kIs8DXgncB7iHqr54pQ3cZkTkdOB0Vf2wiNwJuAp4AvAvOAD9ICId8Ang0cBngA8B/5x9eP0iIsCpqvoVEVkD/hL4OeBC4Cuq+vzB9j8KPF5VnyIidwA+DpyvqjeJyGuApwP/AXiZqt6wk9di7F9E5D7ArwLfoKo/vOr2GLsHETkVeCFwDLhCVV+94iYZu5QT8e+IRaI3QETOBB4HXFot7gAfP8vVsN7DqOrNqvrh+PeXgeuBe3Bw+uG7gE+q6t+o6jHgj4CL2YfXr4GvxJ9r8bNopK3AqSIyAU4h/IfrS3Gdi+v3Tf8Yx4+I/L6I3CIiHxssn3nbM4/4/8VnbG9Ljd3CJp+ZHwT+WFV/Cnj8jjfWWCmbeVZOxL8jJqI35reBXyYIgcTvAi8B/iXwqlU0alWIyNnAA4EPcHD64R7A/6p+fyYu25fXH+1LVwO3AO9Q1Q/EVc8SkWviP1KnxWV/DHwVuBn4NPB8Vf1CXHcp8D7Aqer1O3gJxu7mDwhvNjLxbc8LgMcA5wL/XETOFZFvE5HLBp9v3vkmGyvmD1jymQHOpPx73e9gG43dwR+w/LNy3ExOxEH2KyJyEXCLql4lIuen5ar6KeD7VtawFRF9v68Hfl5Vv0SIOB6EfhiLoup+fQ5UtQceICLfCLxRRO4PvAh4LiGy/FzgN4CfJETpe+AM4DTgL0TknXGE/zbgbau4BmP3oqrvjYPxmvy2B0BE/gi4WFX/M3DRzrbQ2G1s5pkhBDnOBK7GAoUHjk0+Kx8/3vPZA7aY7wUeLyI3EV7hP0JE9k3EcTNEf+zrgVer6kErsPEZ4J7V7zOBz66oLTuGqv4DcAVwoar+var2quqBlxH+UQL4UeByVV1X1VuA/48wf8AwNsO8tz2jiMhdROTFwAPryazGgWLeM/MG4IdE5EXs/VLhxolh9Fk5Ef+OWCR6Aar6HOA5EDINAL+kqj++0katgDjZ7PeA61X1N1fdnhXwIeC+InJv4G+BpxDE475DRO4GrKvqP4jIKcCjgP8iIqer6s1xsycCyW/2acrg8g7AdxMsUIaxGUbf9szbWFU/T7BRGQeXeW8Ivwr8xE43xtjVzHtWjvvfERPRxjJ8L/BU4NrolQX4t6r6Zyts046hqlMReRbBmtABv6+q1624WdvF6cAroofMAa9V1ctE5JUi8gCCsLkJ+Om4/QuAlxNEtQAvV9Vrdr7Zxh7nQL7tMY4Le2aMZdm2Z8VS3BmGYRg7SvQsXqaq94+/J4Q0ko8kvO35EPCj+3iwamwSe2aMZdnJZ8U80YZhGMaOISJ/CLwfOCwinxGRZ6jqFEhve64nvAExMWQA9swYy7PTz4pFog3DMAzDMAxjk1gk2jAMwzAMwzA2iYlowzAMwzAMw9gkJqINwzAMwzAMY5OYiDYMwzAMwzCMTWIiep8jIncXkf8hIn8jIleJyPtF5Ikb7HO2iHxs0TYL9n26iJxR/b502Rr1InK+iFy2lfMui4i8L36fLSKbLpgSr+93T3zLDMMwDMPYS5iI3sfESoN/ArxXVe+jqg8mVNs7cxtP+3Qgi2hVfaaqHnd9+hOFqn5P/PNs9mnVQcMwDMMwth8T0fubRwDHVPXFaYGqfkpV/xvkaOxfiMiH4+d7hgdYtI2I/LKIXCsiHxWR54nIDwPnAa8WkatF5BQRuUJEzovbXxiP8VERedeyFyEijxSRj8Rz/b6InBSX3yQivx6Pea2IHInL7yYi74jLXyIinxKRu8Z1X4mHfR7wz2I7f2EYYRaRy2Kpd0TkJ0TkEyLyHkL1RqrzvF5EPhQ/eZ1hGMZBQUT6+G9p+jx71W2C/N+Ia0XkPBF5Y2zbJ0XkH6u2zvx3L+77TBF55WDZ3UXkFhFZE5HXiMgXROQJO3M1xm7Eyn7vb+4HfHjB+luAR6vqbSJyX+APCSJ4w21E5DHAE4CHqOrXROSbVPULsTz2L6nqlQAhGB4EJ/Ay4PtU9UYR+aZlLkBETgb+AHikqn5CRP478DPAb8dNblXVB4nI/w78EvBM4N8D71bV/ywiFwKXjBz62bGdF8XzPH3O+U8Hfh14MPCPwJ8DH4mrfwf4LVX9SxE5i5DI/ZxlrsswDGMf8XVVfcCJPKCITGKRjOPl4ap6K/DEeNzzqf7tX8DrgeeJyMmqeltc9iTgjaq6DjxZRF51Atpn7GEsEn2AEJEXxCjwh+KiNeBlInIt8DpgzLs8b5tHAS9X1a8BqOoXNjj9dxNsJTcuuX3iMHCjqn4i/n4F8H3V+jfE76sIFg2AhwF/FM9zOfDFJc81xkOAK1T1c6p6DHhNte5RwO+KyNXAm4A7i8idjuNchmEY+4YFbwtPjW8VPxTfMl4clz9dRF4nIm8G3i4iTkReKCLXxbeDfyYiPxzfTr6xOs+jReQNc5qxTDu/U0TeI2He0FtF5O6q+kXgfcDjqk2fQggkGQZgInq/cx3woPRDVX+WUDv+bnHRLwB/D3wHIQJ9aOQY87YRYDPlLje7fb3fIm6P3z3lzcpG+4wxpf3/w8nV3/Pa7YCHquoD4uceqvrlLZzbMAxjL3PKwM7x5Grdrar6IOBFhLeFAL9KeFv4ncDDgf9HRE6N6x4KPE1VHwH8ICE48m2Et4wPjdu8GzgnvuEE+Ang5VtpeLQH/g7wQ3He0KuA58bVf0gQzojIPWNb3ruV8xj7ExPR+5t3AyeLyM9Uy+5Q/f0NwM2q6oGnAt3IMeZt83bgJ0XkDgCVPePLwFg09v3A94vIvQfbb8QNwNki8q3x91OB92ywz18CPxLP8wPAaSPbDNt5E/CAGPm4J/BdcfkHgPNF5C4iskZ4nZd4O/Cs9ENETujrTMMwjD3C16tgwgNUtX5jN/a28AeAZ8e3eFcQghZnxXXvqN5UPgx4nap6Vf07gp0OVVXglcCPi8g3EsT1W7fY9nMI1sd3xvY8G7hnXPcmwr//dwSeDLw2/rfQMADzRO9rVFXjpIffEpFfBj4HfBX4lbjJC4HXi8iTCP84fXXkMKPbqOrlUTReKSLHgD8D/i3Bv/xiEfk6JWqAqn5ORC4B3iAijui1HjnfI0XkM9XvJxGiDK8TkQnwIeDFI/vV/DrwhzEa8h7gZoJorrkGmIrIR2Obfxu4EbgW+BjRS66qN4vIrxEGATfH5Wkg8a+AF4jINYT/L70X+JcbtM0wDOMgMe9t4Q+p6tF6QxF5CO1/hxa9VXw58GbgNoLQ3qp/WoBrVPWfDVeo6ldF5J3AxYSI9M8MtzEONhIGdIaxf4iv53pVnYrIQ4EXnehJL4ZhGEZARL6iqnccWX4TcJ6q3iohS9PzVfV8EflPwJ2B/yMGex6oqh+JE7zPU9Vnxf2fBDwNeDzBhng9cImq/nFc/2aCZfHRY6lU6/NXy86nnVR+UjzuU1T1gyJyCLivql4X1z8e+L+BO6rqtw6O/yrgj1X1T7bWc8ZexyLRxn7kLOC1MeJ9DPipFbfHMAxjP3NKtEIkLlfVRWnunkt4+3eNhBRONwFj2TJeT5jH8zHgEwR73T9W618N3O14ahGo6u0S0rP+v3Fi+AT4DcKcIoDLCW8rX7jVcxj7F4tEG4ZhGIaxKxGRO6rqV0TkLsAHge+N/mgk5Pb/iKr+3px9b2IQiT7BbbNI9AHHJhYahmEYhrFbuSxGuf8CeG4loK8Cvp2QTWMenwPeFa0kJxQReQ2h+NZtG21r7F8sEm0YhmEYhmEYm8Qi0YZhGIZhGIaxSUxEG4ZhGIZhGMYmMRFtGIZhGIZhGJvERLRhGIZhGIZhbBIT0YZhGIZhGIaxSUxEG4ZhGIZhGMYm+f8B4Zoi5WlhzjcAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "datasets[2].plot_residuals(region=region, vmin=-0.5, vmax=0.5);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we can compute a stacked residual map:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "residuals_stacked = Map.from_geom(geom)\n", "\n", "for dataset in datasets:\n", " residuals = dataset.residuals()\n", " coords = residuals.geom.get_coord()\n", "\n", " residuals_stacked.fill_by_coord(coords, residuals.data)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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bmnimzF+1aGnHM5K3aWHUDNyqBVeNVGCUIbWGcE73CvN0jboKcC2JUt9+dH6bdVGE+M5nYj+zb4GhYcVwAau5BCZePA+kaRjtBRSyOqXTd1hZHB7eLLPplmEMf63QzZ5Nz/1Q/EeX+mnXFsjmSOhWBcCgqmdOdO8DeB6pMri8kHIhL2X+qZCbhuxRxoAbb4kRxLZqOQhbwMb4Be+ujH8VS5/H0szkN806aaiuzVUmFaGUGu1TiUiEQNZu2cozrDYgh/DL9D3xjjkx3FrxInuSday+CNXaEyzBknFLygAnJKSRPKoFx+flviBp/rFYXoTX4r2JaR1AeH79MDEt/oWe+zLfm4R3IhWZS/0lr38O4gTFUXnfGkQQGaBZhAvhrtfY78XyU1KhBIjlV4VAHZOHm9Y54fTviKLyEOGiGlbq7a4pWVXY75/6+aU+PQoR4T4K6EWlqJVGjSKaoPV6MzlDdEVkzJq8I4w/WxDAmvnvFuMUGPVZqc8pmsZDOzE14Uquzd5gEYWvWxnbTRv58LsCBej1lngWfBGR+V9qS8d9lEuh/R8RHovzvnjf9e/bzlluf+b6kgsqQIUUDMOvfTWBM6EqhYZiqQ0KWr+Wg4gs8ShA4DZEoZ+PfO9iXazCZVdW4qNSfecrZ/HqOTf9/SRE7T4R7Lkn1+pqjRONlb9cyMyuLwzbN/1mSTv6vWi5vDObNRomhvftnmVWw74mSyy2ZdqTlkqm0yED3WtTznBWFIuzRcy8muYGRUQttUTejJDVq1DUhobzOM2IpAlR3eC0VTZ75m5YeJwHfZ4KVx2bJlfdNCcxDPZIk4x/O3w3LKpnzMgdDn3SktfVkjJLJwgFIjaro5c+2toK0UZHlOGx+qVo+ElAhXnTvhHW1mLsz8qCOlJU6ns6bvdC1vv0RxEktDkmylVhsLIk7kr7n43d+wBeNEpaOzsj9UzZXCM//qzMX52ajYdVcnRhQ5Bia2yJO36f1HdR6yNaHbFGf+233R+eBUwttV0BdMaGkztMV1CPblpeb4bIDLQ2v0Xv6LYOlVItJmaxr7xEg2fBKgxloaijmQBwhjkspiUmYumzIzwT69YopNMwUn/Ie+ns6QAjr4XugBzhVd9HmldooTjV4B1G07MOdB5jfoI9J1oIjVMfa58jlGeVWy04IVuoBrWU+Ht9lsFiIcJpmwy7ltEwmGmn2GTGv8Pkp0Wsisc+p4RThVQptrfPWqb0+14I+LWrEhV3S0SEfkfVQJ83et0IgBwlgR2sUbVpX4DrSI66yCNDNj8CqbaD/b1R+NizYYlaeh3MCgg4cnhOsjaom39CokXckrgoBBaf6/NOOKPTho5zKkmgZSTAME0ewI65aIVQIEQsmfAQR68yf49ImnrfxLcbcYo2ie/DI20y49JxxNwKYWSi0Q7OTP421hKHeVHyPIJ9sTQVAl2FPQ1c0Rk5Pv5kdyZGGgIEQFlo6vtUYSD9lza2qXQ0uE8mMmcVjiumLeW43UJhEBokXDjOtZIWPtQQ5lU03U65YAA0LHAgChDyt+HMnNwfkJuRYnPEQbBVzX933kNYn3csC+4hoOeIJGllbz7WxB5fqJeLVV2yAFZ/60KsIubSPXrfUusPG0tr+tea8dW8jeaz97+ZRnvUn1rfx7WygT6ujTFIf8XnoNEqMWxT2+QZCRIdkzE8M2qxe+FRGGEZa/0JzsXqVk5oQM91aKnPqzMA6vwYph0Ymzj0ZcaqnybmEiiMVhks8wbCnnlUP5Gkg4kQiuuwrtPYd5vxIBijsIuMt9MQIT9/akjloO5JYNhblNEfY+MO8GQkpujA9/WZBFE9rc9KlnsWsI93LwTiXOjPyPzjWrkzuoeAnh8Sl5gvMtU+42bJWr9uak9SWWUf3obE5HcdlEF25GA13e1fqJuufyv8E/urx+zFQ13cSqFU1XMlROx5JUIkMYyS17C7f9ar9888h8DyC0rcPgi2QfXZZ+6WJOVZ2DCN+aRMiwaaRvcEigxjN/83bOzIvGKfFX6KIZpKMc+jwZPhCGyJfDGjWLH/eZFd26cwrFq5hYEeWGnyc1/ATedZcXwPSGWLiqq+G0KzGH6dMxPydpyjrDWdDybCic8402mO97gOFWFgdRjM7tqppImBW4rX3WIvmtZ/QQik64s/Z9Wnx6f7MNDniKbmQblmyMrkTQlblK0FKZW81rQWT5RfJvN309ZPlzKHnUEluWplDXuL/dXTvPq4ntq/+ilUE29J0ChmWoXBKvbfN9J0qpHX9RdgIx/KoszYCsmhrxPKmCSrNmD1lnnKwZqiMNqqSdJImH38LjLOZJUsBGDViu26aXVs7KGnYBm3OZdJYSPpI0h8PWYNFNjJnlMgx1V/dIxSVoGWsES03mr7MCeortO9gmM1XickqLWahp4TcTBnsZ0GObugY/iBOvV9GDw5c2G0dLWOg7I1CqDkg4QxV0Uj5Lms92EWAj53zwaWoXsL4PkkMWPn7wsmvjwWMjCSXXtlM9doosj4k5bPcTvmmGd/zrFWFTX+XBq4pfNiK/N/HIoJOTHJa6CBqNuYlfFvFawwf4W3FU3wXCqA/drV+zkYQtRaIzOt823PCGugPjuO25ypxMZM7TJavH86bi/2aUUR15aEqbbTYkMvpF+HbRWMPzLkcpAODvxB+rzD/gY4bfc7XFgAuBFSjf1mrJO3VgJj1abPsQsBuf+ycLtruvcBPEdEYIDHPF1pVUHQtf9obgKOw9cU9LiZ42KXe1xLU2ZZE7L0Xo3b7gBG1Kx3wkURe4d++jiDpjDYO7wuQ0BAhiYSgywUGcQ2tcXGnHDyqVeGs309aze1VZi/Z/YyOoWsacowVe1PZH7RIVz9C7UvUv4hZ2jHKJkx44ckeSsnz1VnqfY7nllc51CZkZbErnPh+RCAeh70mMfInC3zdqEYGOMMjL1auhL+6qHGUjDOzybWctdWuwiSakjEs1R1gGFsrfihSAiM3zKyF/AP4OcuJ4F3A25vny0Uqjqn3kZL1sSzYPwAACK0090IACJ6F4BvguQDfhsz/5Hy/X8K4KvmnycAvwrAL2Dmf0hEfw/AJwBsAM43HT5/G3oxBYAx/3W8MU2cc+WkqlRN3SOKzD8ePLKDYOYGt+MVOWup+hzT/MGJ+behp0J5/0xoGUvJ/VWmBcOKnSlfosy8BT/2sbjztDL/GLJ5RMr8+4yLl7JhZBhzraipsBGBJTRxMmeNTNGoovPwGkCAQDlM8jydZytHTUDXCpttWozBhxFJI5EaDQmLndFRlYFJnxjbLbeOFtPQip7jwiuR5DIkP4cy+xr9RIX5O+ZOCT4aYZ0yGgYziLoZpCo0RFBkp630aXPntubAFOFRw5q1DzTDdJdKSFGqqnIQ97UKw1byBuJ1t93Hj0t3AQERUQfwrQC+CMArAD5IRN/NzD+g1zDzHwXwR+f1vx3Af8TM/zA084XM/JNP3JlJL6QAAHRhuLMpfXeDyVlr6xwtnlRu4UB7zYstmKVMs1/dmX2MhcZmAkAgIGf+K0pF2Yr2av/mJrHQyeL3APbCYamRh7FW5pzGHmrc+GfyU5n/FZ3R6WzPZCJc81UQaNK+hSASgGCNaPsiAOSnhpQqg7sihh/2OJ8vtg0a8bRwRoKOuMyDav1XdMaJrnHCNfo45z6oH2YWIlNGmyzHEP6r7y1r8SuoJB+2MwoclZ280TeR80xi8xU2Eisgz6nOnybt1X2gtX7ieGRMvr4GdcziG2kdtRkKGs8N9vuz5RzXW7Sq5XuYIInnJlTtP45J5+euSHwAd2IBvBPAR5j5o9IufQeALwPwAwfX/04Af+4uHnxEL6wAOKIYd690CW+8DYYYmUY2l7NpLgnsZAtRhMAaO865BQWvJgEQ5GzYyxUWfft4Bq85BPWzFBbYjBHod2l8KYqGkua/gkv0nzC6zAA0waxPZizMQpyNXia6QAKzPMLGoe4/e9/UGa392BUoI5+LNjHjDuBEZ2OOCm/FiBe1ojqkv32c0fmcjtjUZw7SkFC/V597pH2qsFBLyCOPYtmIzd5REirI0FYWKD6Hq7ImNRlQhak7jTPzr/WArP0p9KID15UpSlaxvsd4HvKqrIm1UZj/fr17Hdkjxp/m5Q6Zv/XgbqKAPgvAy+HvVwB8/upCIvoMAO8C8PXhYwbwF0kG+CeZ+b1P2qHXlQBYMX8lW3AFc6zJL2pu7pgSMqOKG3J+udyYuz5euEYZPkAYLYSXUtHcimNOIS/pBu/GmOrLlLFWy6Y6ImPxONea4ZpmKEWQoYMJG8AT51bJeTYXZX8N9qziaqH0GKFDA6dZAmIVTmrRPkVISu9Ue5X2NYwz5mHYmHgAJWPVIBt4XP8RJe24jL2uI80tvlRL6tKz5Ht3PK/ur+tenhqFwOxpiGbTsdr5BtTCOsuZ1Qp/Mmj6ZvZWpv6szL9mZ/Pu7gXjJ7eMbztHtyZ6pANhPpOIvi/8/d7AqFeNHHXytwP4KwX++QJm/jgR/UIAf4mIfoiZv/e2HVvRCykAqlZ8qURsvDaXoY1sKJf/VQ3TF2n+frUpbTEWWCDSTmNTtkRtOgu7a1QGN0j9nxU+a0wk5jposbiQWBM1vXg8pMbIH1WMDA+Saw7mWeejjtmcktNZv4cYBHfXcgSxVLX0z5mDPkNDOAVicoetMvuV9qr4dQsO9o2klMaZgahxA/AEKbBpuzEEV9fMKuIptqFzkK3GfYXZui7m6OU6w76RrvGf7hita6Qhw6O6Ghjx8JZ1tvSGGeY7w4R5VmodxGjkUOXunasPDGLJUdA64lgvWbVqJVWqDL7SU2H+ECWonW59IMxPXnDOvgLgbeHvtwL4+MG1X4EC/zDzx+fPnyCi74JASm88AXBE+00YTNKV04lXJqfekzfVJYr3q1ZY7IzddRbOSQ3MDSNADcL8W2phNc4EDyziqrW+i9b00eMTlfFvAf4RZuRjAPKGapyjXlxLXNNAw5mdmWs0j40h1PIx4TG1uG0+1rKJmczJ29uG3hRe8ro7y5BdxOqkXsSPWB2yk8lDkrB0rjY6WfWHWDTNhECo7RP9McEeM521vr8VnBOZ4s45rdfD80jsWrtvfyZvVG1WsM5RCZT4t57OxvBQzobNsHgbX3mvOdLJobxoUSVmbYlybL2+adfFdevvOUNBd0l3lAfwQQCfQ0RvB/AxCJP/yt2ziH4egN8E4KvDZ28B0Jj5E/P33wrgDz9ph154AbDCBSMlzW4RQZDN1kdfOHVzr7I5j64fIe4e1E07lSSsniJ+pP1j7R/YW0ZHzF+jehQGyLVv8gZNG6sYAbb5g9My+RDMGjlNeC5rowxOWLQKAQK5f2Amlg1yJ68WXtPoFLNAajaohWSyzQ9xPnC+Ciae+qdAHt2EqyYOavur+kI8IZMLyzFRZP7xs8rI3N9UjoR8igzPnsEauaQHQEo9qhF8IrHvKMI+KwqO5ed7gvALEFjdu+4jeXrjXRPdiROYmc9E9PUAvgeynN/HzB8iot8zv3/PvPR3APiLzPzJcPsvAvBdJFraCcCfZea/8KR9emEFgJrnvFiI1em7jDoomGxuexz8vsZTa2JSLb2selitowMgY9fkTFsdldo/ZXSNDvwbFpkRSk1M2EcPhj9zx2DCNnrSFzv2MfS7TUrz8BAih2q0TkzQ9PW5egpVhGmaYuzzyhNtJoBNGBft2h3AwhssjBM5Dl7HHucPE3YSGOpSeQP5t03Nc2Mpt9212BpVuKSnfkrMe5i7RdnxS0pKtOiiNhsFhNbuuUnhOSLPO9gz0KMEtPge5DrdAw2dRfj6GGSOrLR1yDiPmedRCKTxzZ/5vIu9QgPOUO4zIbozCwDM/AEAHyifvaf8/acA/Kny2UcBvONOOhHohRUAkY42xAqH3Zvke+a/NFPLYl1BM3q/9ysKHdfc0objLIBi+eAcokg44bx75ij4egaenPlfD03o8kgabRuWVZo349G86v4Tv4CfARAtC7E8vOyCwjZSa2ezs8IIU7ckCgwjh6+OIDg7nH3keV/3WS2Ugb7TzNVBqkXd1O0aS2SoA1PfeQxHjTCTgm4gL129Wgs6c1NZDmtqGJNn9YnYOAXnX0fILN6PKiosFkN9rzfd630Oe2ZRAwqACQEfx9YHkSgAACAASURBVGb3RN9KLFIYRxDnSaCfYQUII9k8wI9O3X/vv9+tlXA3FsDzSC+sAGDQoYNXvt/H8NvvQYvcnTa1YPp1k+rzVNOuVSkdjoBruBfCLeNzYwXL2H8CT38Bm6XgmuIe9pGRBR8AhySqee3Rkq4wSoVJIokQmJt84vUap78xTQEwx94kK0IsGZ7MXzB46c1e4xwKAc37xiwvvVHHWVjxrhzFEWkkS4TNNIMWhPkOc50lDZmU/ohlofN7ZhfqPca7awz8wQwrnGF9iNU12TNrc83Wff2nbA2sM4p1fNVHoP1I14e1vw+E8PlVgakWV4y0ijRuwPSTlRkq/OqIZWVES32+pinUL9HjWEkX6VlbHc+IXkgBEJl/hXfiNav7Iq3gjvR90KVriOlA3yVCraIctqApxpIGi87Jj1pSQfhmYAQOudS+2twUxm9aP2IcCiySJml9CwZ6CS6TuZgQDfs41Xk7j9LBxgwaTQrjtel8DRqwxeVPDbsKQPCEaJhx5oY2GlrrO+G7Ymqr96vv0tykJEKAmB1Cm9/pSWfx/cncxrlqO+VBfh4HEyiD1rBTG0M4q/pwvSBruksNmFzAVs1eFZQjigqJ9jUKgapwpcNppg9FCu3J2Qy0mIPU/1syWH0n4CywYl/vmh4xCuiFohdOADAo1R5JjBHrRbCLD9/F0edNVH9qi6sDZbQd3WwJPlKmjj2sc8nxnJl/7qu2F4Ve1JKipWFQTNH6lSlarR7ipYIT+7hibvoc9Q3A+i1+kGhbmWUDkv3bCAP7Ugti/axOPJZ5GYMghRqmUjZgDsnYR60P5PDMhCrK4T7Eku07SITJNksiswkBDQeVdrdQFTX7frbkJJbPoma8P0sglma26pqzTg+Huk/VuZ1YN+Hwuzj+Ckc5zOKWl5KuObW69N1kiyN2Ya8oYUI51kemNAcxeurYFs2k8NyKza9KSNwZPVoewAtFL5wAAEIIJRwuqUwRCFpYccrtE5JSpfVdGxww2JgF6d/nkgy3MT/boj/a7mlqm86ot3nQ+AjXzbkIDKJaGQrHxL62NkwIaD3+2p9lH7XVRRy2hj2yMSPBchshCeQBTLiogwdho5YOUF8xu0aeH6DXbAwQN9DoE1bS8E62OWtVyAcLThluOgGtdXH2tlkKe0ZLVfK5zVAea/ll0vkKGnFQBuydzhPY+rieGceK/5fnTUd+nfH4fSRtwXIjQg6E9Z8aQCeBMdlTzoD8zjWkOcKAOh63cDLzj8c9zgvkfRrE5vNwZMXaM3ikvvk7yFbA0mrF3foB7n0AzxGtNPXoIItRB1WDeZxn5TZweIiFUhYsPT03LthlqV0VKCqkqrCyjejlho+YvyVSheepU1YEAO8Y/2pDWT/Lxtdnt3kuQCctPqH15ZF0X08SAizQHi1ZGPHdqcsv6nxDsek5rjGdtzpnsZa/vw8/iCTNJQ8LC20DGD2/q2hZVqunkjJ/+6msK8yd92cKJB7pd6gvIjy//m4KSRhXdTDrGmqRKdtZ1TOah2qA5jr5Ko79FnpNvm8mJsb7V8lcq70Z/77UtyPY504tAODeAnh+iCxKJGr+iiEDvqA2ZQq2wGLdlb1prPfWTa5arZj5OSs41YNJZr48s9PAprVX2BmV3RMZ/EK7toDQeJA48Yzh1+K/HjHiGHpgGsRoc+Op1q+x9AdTvPhINet9tu3Gzrgk9oMwpubORGgT21dISKKQGJ0ITAM8I2009Q0EMA30Jr6WDi54uzCxjQnEbRZtFninTyxrhAPnxQkpV5n2P85oYwsWAJxRUo7Giu9K2ltrnBuTOLyLk7LCMvtCgPuqtbHevYzXgEib/3XOiXzbQynreI61hk1Haylarauksepn0c9WTFufZ+VLOK/r5GhWwY0Mq0YrhsM78P7JOKtvI95bn/UkdH8gzHNGkdGbH6A4WG1BsSYRaQp8jvqp0UIAdgvSvifPiNS29dg7ACm6ROP7hSmN6dQrfYMzlhi8GRm9XYOy4cifSdRxjooyt4nJB0cghZLHqhGXqI/dPM95rYliUdgxBMYxeAChMNzU+LxAXn53kvEr869nAKj/oDXO8znWgnkzHNuxdprlpjWRS0ML7WSuC8QUndEtW08cYR1YOOQlLXSliTLaLilNnr0fo44TiBbUcUkEtXpvEylzRCttuzL8KCSyJU7w409dkFULd9e+fe9wrK+zI+R/TUeO/8cnAu4hoOeXbkpkUeYbGXtl9ul67GGZSKaxWbTGMQPQOvBEnKpwKkUnbzzdyaMqFL4IG45Iju+bkRa6Uc7hdUYGrMxCE7EqY9L+pfkKcxFD/qIjThmuOkoTvKXt07SGmINlsJ8vhYG0Br8I227PP7c2I41gkVH6DE06a7PPG2Pq/CFHQuXEcKE7GqBhn6OdsJH8GzxPQwvnIHT4GtL+slVdJXOku1U3kgB3Ddtj3QGI07mpH6Ht61wtGK2+I2Cv5er7ScAheRBAPF50VLXjSJCtoMLSL/WTjQB5VkbvT3LFqypa+RhJtW+PaXc/aZWmvXX/2ERA6/dRQM8d6eJomHDPgXYB7CscRnN+vVD3OPLFonNo4LQ/A87P0oOO/fcon0VoKlkb+cL5+WZMSZ/TpqCJjCmNqzh9JY6/9CEwaROuof4+KAMFhqxfCHM1wcaEWKDMYSkt8LYlzJeJMNoAjylulPnTHjIb2k9miwy65iuzUPqUHDytgzZrAgESWHBuD3DNV7jmE7aZNe1McforQuE5DdAdRAapdZo1Rq1Gka8zD8VtaCRtjd7s3AEZr5aciFAjg8Mh7/HztCyKtSbMnyZTJhMug7pUQg1lQo6UoPkh4glh6Zlz/ch8kxSKYyBG6aVxFCXoSFM/qlVUacX80xkJd0L3UUDPFcUYZTURPQ1/r334IlUoaM2kgGPfAAAre6BlF2rBtiVTTxpx9BHkRc5TRY3ldyNctRJSOl4Gq0pukNDq+sMxhwiP1fVSi0dQenDAbkNsvEImccy755h2HKp7ElthNz2GUUdvmrUyUkL2Zcx2V3repofVTytIsHlhruIE96WvTHnjE675hDOfcOaWSmZ0EIANFCCNPqti9jmHnTac5kliHWdbi1ZEblZjBYCm4ajYsLUT9HhQ6c+iBAIyJFc130jqUbHTvwgTlnEBpMw/usXtedGXVpzzh2VOrI+uCO3aDX2OY4rjiBF+OkOxjRVUCiCtE2JOZzk8MRHuIaDniYz5zY3AkenTOGRAnsCyLtoVcciY8Zv8BCTfq66hmzIfiZcFSISSMu7ucdDJZNcWQpmHrBGOEDkShjGFgCtudR6abZ04J/b7Qmi0qeEywywLEw7hOToPwIEjMYxd8xui1t9VcwvCvVoVUZiqFQBMeEZhIAt/zO3Y/PAJI7wbZYIC+czSGcNPHfMQSJYgHYZUIFWoIfhvGkSQdT4np6v2Q89YzrBcx0m+2WHXmdX5+C8JgRxfr8Jtn91sQAmvGb/9ZIEO7VnkK8nf7TFxeUZs3+9ne3f+Xlpywusz04xU61bFWz3L4Q7o3gJ4TkmZkVoCDbgIBw2QWQG6Pm4TLZA1mb7bTJGxKtTkGt0icUx+mRp1fI5bAdFkzqb0vJaawRirxZ60+NDHutGPxgkohOWfDdBM/PLwvpvMdBUiSuqINgEQmL/2edXf2q+qAdrntH6nSQGYbRssw82K5SnjF8EOgAl9WhJjtmEWzGT8CgtFES5z4/OqbZomD4GqzgycSKKQQBVfvwyFrMIq/d69Bi7PX/sZVtcC8q6bRkdNy8oj7Lzctt53DOvQcjzKuFdWCLD38SVl4gKTvysLgEA4Kib4otMLKADcQSp/USgpLGn8cpBFxrZzC8EjKB8I0X5BHWUbq2ZVM0Llnhn5E4QAUMxUZXTkNW5qzZZ0oLeGkEKEA0gSiS4x3xXzjweq38S4laIVAMxzASw65vK9rqU7U1St/4RzYppxrHpwzTb8TIABqS6q5SsEysn9jJr5irT8nGYmq0YeNf7N3q8zIs1dkIPlxzzuMAAVNo6cKDh1UqiYk2d6ldcopDsROoejK4PGH9s8YnrRv1PnFMDuFLCY6KWkwlDWynweM4ikDEesGqvwo/pYVvsntRusrTgWgfNkv6Z1AD90J1pZq0CG1bzclK9zayKA7ktBPF9Uw8XEOSla1EAX9l4Wt5JHSsyDKnTjMpI9G8M2lTEp1FMXsveLU2SOwT8lOqEWlQMhOaf1uQASXtvAAJ8N223ArGlT+hqERxRSMbxxly8ANoYak7OiFVC1NBtfudfui/My24zMPx7yrf3bcMJ5nHA9+q6yqDIMrS5atUEqz47vXzXWEZ81a/oo8686o/k5WFrepoDoTNP560zTxkuiNeq71TMY3LKQy8RSdcZJiDkrOu95bcWxVRgklw05zhaObcV9ou8g1o6yjHRmOQ0Ma8GnDLzqFNUS1/eZ1hz0EKWglM15zVDTSPsoUlqXM+rpHgK6mV5IAZDxdcXB3aTWMriAb+BKtcqglM3dnHke1N2XDRK2QDDBjTlNSKNWSSR4qrwmy8TSuqtwUjXZ/ZkMop7a1KMkvSxGhqQSjm6CjJaMT7XrmJxljHPmFkR4IGHOLEJABVWFJ1bx2bVfG04WhaPlq2O/rtqGqzaxdiuRkZmEtDuZDHlEkTITEQLKuMkYvK4FaprXMN/3HOcALKnNrAcMg7eiY9ecp9xwxsn8RfZO7KWzHYmp5aTreKisk7im4rh8TYTyGkFw1wxivTsi6CqoUv0ozSlgzHmDr42pfA2S/aNhrtHKjYJMhVbNhq/jUms3zUMU8ElQePlsYFZ8rZLoSUgywe6uveeIXkgBoBS16Kpp6HIfuICRGsYpf8dXXOORD/sQYuz7PKGqz7r3q9BRZf4EBjgIL1ovfN14+p0wJAZp9i2dbOzx366Psw1ztLHrVvFoSLVCOggdmzEdSYQCYoJZnEOfU8w5NakGy+6djIRZHNzMAnlFgbXZ4TXN+kXEOE1/gQiA63m2wF7IunCS97bKvRhHcwR3IoOANoUuDY9w0mecR5O6QWg75kY4pfceoaY8VzS13LET/sY8oTj72qm+Yv6VIvNfkQpAzXuI8NdN/rFo62KeoQDK1UHnL/MksZkTMt+b7psK78h7LGM+hH68LIq8p3YRjnocurcAniOqWLkU0op6jG+XWkckxb/fQMKk4T4G1QmLRgNgx/w1DC0uwmj22mfhqMHIvKu2Q+SMRrNcJU1+S+GYcaMn5kAOB6mlgnGS2aGgBavAKfANoBswMPE005li6QaGJ1KB5acXWstVLwf83ALLLiY5C/hEA1ftGld0RqdzYjIJAjB20mxe5PPiZ+D8faNhgkauGxZOOpil9MSca+kn0jO1L504WTuqWQMwBhufq6UxNKxYPQ4255y1Znsm08yL2L+DPB9r5l/9W3qYT8p+hteOknfh8GBco5rx7eunWjJy7QnnmYTmVtnKic6gZeb8JYrrqAr4J6b7MNAnJyJ6G4A/A+AXQ1S09zLzNxHRLwHwPwD4BICvYuZ//MhtBy1A/1bXUcOemSn2qbTDGsGhmJXnGmiFwsogaUa1GMwz669UARCPq7TEnAka2QYPm0c3hpYxUE10i5hz2RvanzjeFF6pyUGNgXEFJsIZgYktYJscvkpW7iFDTT5OvU7byKXHspM0488tMSFA4B9lzJIzcF7iwNae9muBN6drVvNmOQYy351IDp8ZzSwCbSM601PUSmCYq/7t5ohgfoVaDuLIERwatOQ4oSNmH2Pw/ZroD4lt6xUeqpuZfvXv6L3bLEOiR0bGeVDFqeOMFt6JJQnCcyEILqCqINExxD3PaRz7cOcnISKy/I/XGz1rsXYG8J8w868C8C8C+Doi+jwAvx/A7wPwbQC++lEaXG2ydXww7xZSxIQP2+JhB5rXtsxsLd+lZ4eSw0rK/EfU/iNOHyJ+Ajvbx4mzn/qVrYc987f+Wujl2TNv4wafWp9qe3GD1jY0lLPPAnFESM+N72KVF7Cbk+AgXQXwHWmBlanK/WX2Jm6vWHz146R3VgSBwBRZQ7U+Qy0XYeIDrkXvV0th5uFneMvp76PxVQEafQv1uiNt2Od8D4fp+In83IgYuqvzspuL2ea0g3djqQ77FayTakAd7F95Zoblqv/rKB/ocYhO/Vb/bmyH6F1E9MNE9BEi+obF97+ZiH6aiP7m/PeHbnvv49AztQCY+e8D+Pvz908Q0Q8C+CzoUa+zUu1N7Vgi1GSwWpMHpACHV/8E9pCRU9tlNkqbvD/8RaEgohR7f6t4ZEy8n4QNKvO3iCL236VX+bDtJr+Aec/slfkY0yoTWJm3Ye4BjrlqNGvkBD1SGbtG6qzi6hEcz0TA9EtICK7Pzepg+NmAtVPb3c3f4tkrbVr65NFDZ+4e6RSa0WutjpCOYT7PcoApwDDcsfGEt3jfT3sfxNDSGbXv1bqKQsCcr9Rt/VnoZIGztJ83WRqPQtqeKxLO/LW0RT2/waLh1J+GeKSjWFCaFGf9LXtmrXgxYiBGhbFWQk7/bcWaeWK6IycwEXUA3wrgiwC8AuCDRPTdzPwD5dL/i5m/9DHvfSR6zXwARPTZAH4NgL8O4MMAvh3ATwP4yhvvDcw/MlewMzxMLFIY9T4rV2gk4bDaTKl9/Xu2vWL+DLIqlIJhezts30uoo9eG8XwCZeJyjxeEk6iLDUQF1w4wi24aZ+RepdO0V2bY6VVEOM3IjVPT6pxCmqxV5yP6UMQxPObBIn52rgph7Zdqjha2qYKZgpN2CqOBboXjtnl/ZPTKcAynTxj/Pt9hG6rxr5m1MQoaIgQSg5VndPkj3Ncc657fSaQMw8JVLzhPzdGpPpdAgxs2atBwUFUQ1O+wa+uC4nFb0nekgICBp/PzGG1VI5wwRWW1prTvDCnDYaqLnoFAuTBj2kMLuKVG/QArGDHGH921D+BO2nsngI8w80cBgIi+A8CXAbgNE3+Sew/pNREARPRzAHwngP+QmX8GwM8A+I23uhdI2LpbAI7Xa6X8KATWbYmVcEkTuUQpBFI/Axl+LGe75no+TFqAqyfGHzeBRquvLBcLYUyMj1LxK++Ph8KeZoIR0UFkUtHuonWjYwVmEhiC8KNgHUWhRM7oVtm+ADAs0srnp4PsZDE1qBNzYJolmyP0kHMeVLBqPPvGkuh1idS57X9H4acnU+k8sQjLCHlRnPGjZ+ic6Qds1olo+/MsBZa4n+zcpyzso85L7s6tFLX5ODah5ofZJ38Y7L2t3t2KaStpbskewPSErygIGLmsRfIsLYovVuHgzD/PEQDcKQR0ewvgM4no+8Lf72Xm987fPwvAy+G7VwB8/qKNf4mI/haAjwP4A8z8oUe495HomQsAIrqCMP//kZnff8t7vh3AlwPAP/nzf74tIPs+CAF17kYt9GLbgdHZwisLu2YUJs1xITNUu1ZmhRnz79CPCIEze40Wfb78jNmkxclVNlZ0DirDWFoxBCsUF0NO47PrXCglBzUCJAI36U34BK1WwkmdedSonabMRz4UzR5jHuqyJUhmaZ1ZNJYzNHuLs7bP9ehTEBC2QcZ805GRlBlLEm7zHVeGq4xKnpqFZaXd3MVxENJ71Peiz00WScHPI4Neh3+23ZxFysENHCw4Vwg0sk0/2/XxcMxaQJCKsqICKyS8qSWfBLD+LP2fUO/6MJw9/eiP/iiI6JPho/cz89fc6ubYmdtbAD/JzL/+QkuV6gv6GwB+GTP/YyL6bQD+ZwCfc8t7H5medRQQAfjvAfwgM//x2943X9jXAMC/8I5fvRx0FQJ68tFqoa4265Jp3tSvRQCe64nNtH0txSvhb15rfhehQnuHtDF+zQbmPRZs0Q68L8IGwAxjSdZx4eKhnHvNsj5brzeNH166OfoshKF5wpFrqNG6cLhBI6s0ozvDEc6I7SwDmgGelJmG9JOthMSZG65Hx/Vo2IYmvU28n3gyJwaRJ61VC6aSMW/OTm1lxEcaeLLUFsJscNtF/6zIBE4oSa0CdvXcGhm3aiueKhe/0zyLPn+uiiPGtasn3qlAW1EUbBKBp+t1/h9qIVkyJq/34qW9HS2lt7/97fipn/qptyw7dGuiuzoT+BUAbwt/vxWi5RtNRER//wAR/Qki+szb3Ps49KwtgC+AMPK/Q0R/c372B5n5A7dvQjH2SwXQlPnkLERgzeQOn2TZuvNnYFxHBbWUjHlSB7QcMM0kp5AZGjfRylyP7V0Ka0vlBcplMSsyMiON0sjXZmgnMsUBKQRnWj+xRRNloTF2cMVtqMIc2p8oGDq8HIDmWmg47Zmu0Gam8jY6rjfJKdgGYQxv10pqzKQ21Z+t5IOW5zjodnpXIUKmOkiBfTRSHJOSnqlc5+LovagwXFVQ3ffVAyFW7efQaWlHxjGWlU3rWKxP0xckbz+3mUJB4X2N4cEGB6V94H3N1sdecVJBIQETY6ckPRERgLs5EOaDAD6HiN4O4GMAvgLF50lEvxjAP2BmJqJ3QhjOTwH4Rzfd+zj0rKOA/m+sTZnbt4G5eGdEzVHFv5o6b5+XzXekSXg7A0w9Xb/u16I0r54fAHVwuiZtuGXxI0QY5hJd6rdB61QLTa9rqETHndx3O4adiq8FRqP+l5RcFvotP92M5xDhEqGtGs4bfxeMeJ51y5tYN1pLnr2gmzJ/r+u/Jo2mMgcyDaCcblVj8aMyoXBJnB39f0wG9bgULR0Xhhcgpxu2WA2fXCkW8W3YZyEYIq6ZOka1Bm4T7XNjPy1zff64EI/vCtqxIvV4RNhpVY9BzHwmoq8H8D2Qpfg+Zv4QEf2e+f17APzrAH4vEZ0BfArAV7A4vJb3PmmfXsBMYMI2D/OQzTBxy3B6FoO8ZG/dPIEZVi0eUO1CtRG/DywWBdS5yXscstYrERhIN1nb1YWpWnVuK1spE1TCgGvnBLbwy1itEwjMP8RzV2a2xJdD3P5QvwE0iohc+6QNJ7rGCdfo4xzmvQHkYwSCUxj7MWp/xCkuGrsxWPYwxCpgG4+knbYpBACY01csAEoCERAIKO5nPWpycMN5dKABPGgH6ygcVt9RC1i5X+taKEEie6rj3p/vq5LAO+YZx74S4OBjph+hngrd1JyDxOwpC9l4VGW1HghSIB0Ey762PXdLZSLOhd4rfdJzCPaWTJobE0DDs87vkO4IAsJEOz5QPntP+P1bAHzLbe99UnrhBAADOPMpaatRa14x98hM9Xv5PUI6YXNajPztyyZX7blqs3oa1MaxwqVvxFbaWmkvymxi5UnHVV0IUNh8ir2rxhiZf62Jo8+MCXIMThE+KgBOOKNjQx/nBMVYbkOYu+VYZvkOLcmghd/O42Qhm5qE1GnD1VTsuDg7aZ6doGQa/KAE/QCzoNxU5laMdGOp+8NMGI3MUawH1gMBCgvMX4+AVEsoWkHKlBRArIlRsd35EnZCoJKXgIhvK2Py8nNdFygy/l1lzoUiIvM8o+yWByn5c25ivp41nqE+6cOsBjoFWu5Ltlpq/7QtWd+XrfpHJgLui8E9N0Q44+TO0pilayb5foEkxh8cWvG6qNmMUHFTPiOvTcKGNtqCVsMzaTAhMWnTTNTA/KtmGvsof6+deCtNWnBYL8J2VB8mZUsuQiN3GbvB2gDg8eATJyZwCOlTRrF/boKhOM+rFEsji9o5D7myTQFw1cSvcYKMTwXMoKmtQyyPjU5yjCNP7J8JY2r3fQ61RTy69pMVpmOM4fH8Gxp2cNS0BCVJ6iy+kAlHxmqUU0yYsNXzAFbWWny3kTHmtWnqsR3Ksn+Hup69vHLNkPWS4B7hpVFZo0yMrTfOluQlJ/OKYnZuHEcuxhhKQjOW8OGKVoLg7ojuKg/guaMXUABMrVG1lhhSxkCNV14x/krVzBYG0+2+HGfeQqt7+EiTr/TvLWy0FfMHHKeP/anaW7Qmdv2fYXxHi16022Ybu2p/RxsraoraL2tzhrgO6iDymG4tblfnt47P306zLFittS/F4CbTbxNyinMIYfbccjXRa35glUQHT+x/cpdtiPbfZruNeCcMojNVBYHopQV+ogH1dtgxLwqVQP1TZQXGU8aYkgaclRcuTDYLy/i7rvm6FqJFqTBl1LzdKq3CqBl+L+OYbYajR5nbzNXQ9bP3KcT1E9eLfr8bx4QZo1XjLazHX+kmqOxJiAigu3ECP3f0YgqAwJCiObxaBKpxHmnzykAi8wdCWdn67MKALQU+meR7TUuZQNwUEaqp8fR1vDw36yob1Ntj6MEt6lsY02w3TfIgsahPB2bsXwz/1Os0z6CHUhLcsvA0bFitB2NuHoIqIbE5EkrmU7F2mpYHYWtTQIDRueFMJ2gpaQIb7HTNpxT3PxhmARARegPGAHoT5t/bsHMGRJHwjIIKweyik4pFoEySZ0VPnbvzzPj2MwSyEJe59Do7Kxgm5nYkJaBox9F/Y+8wXB+tCLMGOa55ICdwhdIgGmwxrsXqIgLolCzKuH6Wzyy5DrbWyT5Me9naCRZybLN+dpdMPxPdQ0DPE1Vzr36nRnc8fCVtINo7b50yU7qExVaSxe/3RebP0NIJ9lDrvwIEGuLofXUGfOZujtI4B3XRi6M4CwFQcBZq7H+4TQoxCWatGz1prtrZcM+ZGZ30QPPTMg4+MqX4nTJ/zYfQ9huA1hg0GI2k5o6Of+PpTGUpFTGC0NZ53rgLBDQdv/EfAGwDOLXJdNuww2WECWtbWUO/DWMxyweYZT66lPoA2TkAVZDqnKiPo9Pm9YcQmTIly+QmWjH/qjRcakfDYA0yoo6Oa+nvzLHBuJbxtGalvSvjt3kpAigpb8iCrc6zieQCBcX5UdL24t93Sq/TaqAvpgCgPdMzbT9omwS20swADs8IXfkEgKDFPIIQ0OuPFuhSYN0QKx+hhHSebIEKViayCYHwdz0GMkMGWWNzuCC3HZ3KfZb/jb4YbTv+3I8pOCDJdc7eWKJw5lXMzphiNDW/kwAAIABJREFULaAopGVupqM1Mp3FtBJ5iWkVAJoFa5q6Cu1F31efqaVlhegQYJ/I+Mg7JVBUEP5wKK2WMh8rjflSf8L70zm6VXjxKohBS61AhABZhJ2GyqqTOzP/SJfgm5tIlZdVE0dM/0met6T78wCeF+KkKQGwjSO/T+R9YrJRAGi8OM/CcTusehZTu5RmHp2iFv98cM3skGs5R/h9YJoyQmcAdqD4rGxpB60Q0OYYVkIgOpg1aiUy/6iVNYydZREFTj3EJDoNGw2cWk8QhiYoaWRM45ypOmaZjC0KgMmEe9vs7dqh5KR+DInSQYPmV3tfl1q2J8URiSO4NcapDTxoZ7ypP8SDdg3NLGaWEOMzdzTuiMxz997CszfuExLxIyBV809JUeThktqGhNNu5rs6elYHl4N01lSZ8IoRZmiOgHmUZwvrdENDQ5eoM+potAFoIN7QxoaOYAVAw5T9fOGVRl4FalR+9PcahOAwVCgbshiPWdl3rfnLA97YEBAR/TIAn8PM/zsRvRnAiZk/8XS7dtAXeLnk+MJdgxTMX5l/H+edBcCz5G5cK7ZwAmYNXcwVxiCEktAHpWfJoZgVZrvTkFTD1UqT+pkyYWXerDV/cnuxzajh6+Y+csgBWtVxYKCnkMd0RCArzBK0WSZ0ahjsh4aIZr7hRFqCwqE41SZX1opqxieS8BvF4+P8+xzJKoh91fdDpPg+49T9BfcGnBrjqg886Gc86Ge81B7iAb06lYR5nnRYFBYlRUCFYfRv0cwV5mlprtL6DOs09jdlUYfggTSmaBlQxvV9/i7DRK3MFRTuI18HVQkRF/eGjU5oVhKCpIdBwWqqUIEAdFv7Yr0ppHRsTfnxkDdbwktrMvqo7lrzV3qjRgER0b8L4GsB/FMAfgWkBsV7APyWp9u1Y6qJQcFYdYbD/pNMA5WtxSVaQ76J7enyzeYz26dTi2NAWWusf2P91M8pM/wBsg2jWqtqf43IDhfXfiVNypyQeU70Gq2A6TfAhEBtz2rhQ3+OqfmtN2GEV7x6z4RtIGBSPOmpT4alUNwEdHaMVlmn3Dpwgljc22QeaZwWobJnrCLAJq7eGFed0eftqvm/1Dc8aGdc0bUkso2HuS9FI9Vn2N8HMISCOMb4dw7wYuVFwTaZbX2Xtp5DlJVMUzM4rM5NvH/Xd7iPSIInGhoPy9mI86liR+sU6RkFkfS9NuqWOyOuejlnQ9/TSvnQuY7w7U20EqJp3I8I1T4StTduFNDXQWpR/3UAYOa/S0S/8Kn26iL5hsobZS7Zo1BPZmiMR2NZ0PXKlfaQhAD2DMBN21BJMW30yMizwIlHCg47e7YdFhazMsTIzr7YxyhUtD8S3x206MnA/fkMqwoZNplu4o118/kctNC+j1XLKcQDb/aRPiuyCCO1HIhBVgd/T2oBRc1WS0lfTW2t0zDIpNPAqTEe9DNObVjkTZy/jU4z2mifRCjzsU6sArJWrnOiGdi1YB5DMoOVYvCAUswLUMtWBYuW0W5Q4GVCUYt5jn33NdqMYavvYvc+sF+3WtGWkj9gCinM5L+pFCGMKKU50l7A1T0D7C2ZVTDBynKp/b8TInpD+wBeZeaHeiYmEZ1wiMY9G1rhiZEkImONp+6vXTH9YMoXiCcmnq36EzW+2L60Jx6MxKgD41hpjkpWqpdoZ/Lq85UJxVBDMQC6H2zPUiZBrwM0Q3ZDhzCeGI5oZj2GVcYZOt658WIoZYQzthkRQ+3kuT0hW1iFUZwDGRcAjiUg8veRgcSfIjja9CUARA1XQTAL49eMXbFXzu2BtXnmE675ChsHbY8yM4niSMOHKyPy/ij7zAXb4qqtAQPZ8ginqAVLM0IdWnJioCcfQtwfITB5PiX7uXbKlMGpeQ2KEBD4LZJmB8d2ItVqpatn7fpRoLJLVOfvNvc8Mr2Bo4D+TyL6gwDeTERfBODfB/C/Pt1uXSYFIOpiiyVkGdNsbYw2ANYNSH1q/6Kx7CoLAhaiqBm8+w3aLpquUQDENqlsqCMyYaJtmHbMy9LBlYEqDVZn97BQSU240vLIjVRDdGshHt3oTswOrdHfQmy29k/mJTx7hmxuOInW14KmOiuialir5VIoU7swRQNe0G3//p15dLDV5lFGI5nFMq4NTY54nK1Zf2bMvjEmhmnLelKXthlpl0ENZ+LWvxIRVP/e3xuYoHn196Xb1J+lq9HWA+mcia9qfdJyfq6OW4vbacZ3mmOFEzXhjXwcKjp07CvYJo4v75V9ZvG6nEVOPKuCR4XundIb2An8DQB+F4C/A+DfgxQj+ran2alHob3GIUJAMVUCy0ezZowKBhECi0QkY+vrs1h1wfJkkH5qlWua+ncyraeVL4y8+YEq8Fo2cbMY09INQmrms2molfHHx0XRpIIAAMagVHANCHAOhbBEhVYCxNLCAfZALIOxdswNNFzPJeYaqyRHSc0fxc3LvaA05woDuXYLP3BnMiS3JIJTEFoIL1s2OifXuPL3Hc4PlnvJ5sAEAnsloqipR035CMt2Zu9hvEO15rK+0jzoP10joeihQTHTNzG4GzPUOTSLDDQP2oG9u/guk+ZPIz7Z+0MCmtkzJiQU81WyxdzsSXVs3n5N1BzhfqTr7XM6LpFiFldJ/nwieiNDQMw8APx3899zS3nRNFskLghipmbWWmob0amkn0cGpiZvrIEOZAigLkB1LOsWiUXW6gapzN+ZimumkfHvdULH7KuAiBFFMh6bsXKvalLiI4ihrQpB7L0oGbvV3m9FY0tZsYXxReZfGf+KWCRjvm81HwVSi0ySQRZiq5ZWZR7JueuNFM32gPmX/mjb6mOp5aLFQTuxelNcZtkLoqRYZN072kfBPzH9SlssIsjreYpjSb6scOyqfno01zdRVZKiMJMvjpntUaG55R46KBX/WPRGcwIT0d/BBayfmX/1U+nRY9AKCqCpoShpca6q/d/UVqSYhDUbNSbpDi/eZSAzphuMVHPdMoRyQXvMjMjPpvVP9s4yKQEhPzcghHKSHY2opBBQGhe8Qqlr+SNtvqqlx7mze9ihL71Mj2qUYm19yXAZfp5vjRrZMebAyOMZwFrIzbT/ytA418LZnc62oKox25GWlHF+bd+VhrgOvZhebNfyPXRemXBGR5/rRRSNNv0BAdqyY1D9RDUKDn8Vvm36VKrDt1q2qqDk+W0ipIrDWAVTPTI03ls/jcKqxUi9tPamj4jyHj06jSwrUdJubfPJiN6QPoAvnT+/bv789vnzqwD87FPr0ROSRrZ4LP8paW5R+9e/j6jrwRZwBrnStoFifqoQUA1kak80+xE3YgoTjFrwqn+8x02BDP24CU+G/YslAPun91hoaIB0NDwwwh2xXX+mR31EJhwhnUEhwzhYU4qzq7Na3Ir+jiIjVwFhnghSP0Vl5iH+ngmDnP0QcRIeqb96fVg3+q6r0NCxLt89sUUVydjb7nrCPGULZ/RxtnsHdalkioEzX+EcIBURoFpyY7OEs5pcp2f6yolo6nfy8W2AQI9woWj3lrlRn8FggQS1LlYU5Ls5UD8VvMT68rrC/D1ZU310rqhx+PsomqxaQMSueN2ZBUB440FAzPxjAEBEX8DMXxC++gYi+isA/vDT7tyKCLgxY1c3j0W+lJO5biphK1q0xK2fCNjgzlBjKkFbMs0L7AswaP/xVDHVmeKBNbYJdONStzDKOB7VjCIJllw/k3Gfpt9P+y7n4GJCF3nMArV4WGAUMMYEC+RR53vjLLRqG6vy06mdwOyVjYz5d0w06zOM0/tOWQime2ahtcDMtR+1XILdr+9zEdEVxybOcq35Ogx7NqaliX1TMHTacGLJPTiNa2NQo3WJRmovzXflWcR6MA1DMPwTyxGcuqYJjFimWfuOKey3WRyvzssIjnvNKFdNWiO4OqSYnraZhVmAWuY/g1VD6HPaG4VJe6JmLNfSwY2gx6hGxp8ssBI9lOCku2T+cJ/T65Fu4wR+CxH9hnmcI4joXwbwhIcsPwmxM9aoBZfNzFOD0TXb6NGiAhJDpw7GsG0eN5ouPqBqI2vzM6ZQ6aLVk6100TaS7Es0MYc1Ikm1M7No2CEf7fN8CADgPBjUGGdm0GR651lKITmMGSFCyOsMWZ/Ztf86rgq/6GeiLR7PRYKq4nxPRnNFLFDOFApR868HtFTm7xFNbGGfJ9qgUSbaPxGe07eh/sXJFFVQx/h/nX8lCxPQMxKm4Nf3IudBu0DUc4xP4xp9exji6WfJZurYqCcIR7T4bqUvVvWsjOEVHqUr06wbqHXQTIAhHPASI4fAMCEQyzBExmvhqQUWGsa89/BSzNKXNS+lJfx+7/suuigK6/nOTAisfAl3RnTRL/Ei020EwO8C8D4i+nnz738E4N95el26mYgV4lh/f5OGv7v+As5s2hQ0Gzgye4+Xjyb0rv0ZLWFtFudXtBgUelEsN0JXqzow0Sx3+Gf6HZqY723i7drX622a16u+8jwQJMyJwgV2GhmyNqhCaZeBfEA6tt42Y/BNnd4GAzX0xNi9LxmyChZHgGE6MU7tjCs6Q+sSEdySU6aio6kQkMM6HlIogmOP50crTqEZ/WxrJ7PkYm2qiFGLRqxZtWK1yOpqqIvcfAgBQmHhhL4GgxP9yIGu/e7BB6T3xvUkY47QmL1t67OuY57HXqrwq5agXRuEQUwqs1ItNbooMP9YG+hIyXoqdEcCgIjeBeCbIN76b2PmP1K+/yoA//n88x8D+L3M/Lfmd38PwCcgrr0zM//6J+3PbaKAvh/AO4jo5wIgZv7pJ33oXZFodMcwkFeU2d+XcMqChVfrwrRtdb4tnJF6XwpPBPJZquUEMmP6pa0jjc6esfjCt0eAR2gy0t5wHoxGDTSmTjdcoBxZtxHLt2SshZYp12YXdq/XFD+FlF8W4aWMO85rp7jp4zMoOW2jEznCRI0GruiME12b5i1jzVo5gFlkzceb8PEglAgsVuXiOwCh/AiDSBli2zFUpobRgqZvIZ4z9n7WUorrUMfXyM9CNuw8MH9/d0EDt9h+Nh+U5USE9ZeEH/Lvvr42s3R2wQ5MVuspjkvGtld4Un/nnIzWyxMz8/f35hFSy714lxo7EfgOooCIqAP4VgBfBOAVAB8kou9m5h8Il/0ogN/EzP8fEX0xgPcC+Pzw/Rcy808+cWcm3aYW0B8qfwMAmPk18QFEuhHLPwjLu9gme92fZZsLWKNeq5nIua95M0j/Vgt3zeCP+hKd1Bm39hjxMwv+PEBSTgKiWLay8a0PpVtWDfRos3EWBCs/warvQLZaIkMVZuIMwDT3yfwFFpPrujTkbU9BqD+tuLMd2diEkcW8BoJFzOg8tjiPWK8JvbdqtUQExFPC4j1EgnXbPFFilhpd1DDrSE1/lp4+lgRN8C8BWUGI1qli/0RScG91+Ex9t5ZBbG14lV1l+tGBCwJisAOmb8HW+4XInBRhtjhV7hLddr88Ed2ND+CdAD7CzB+VJuk7AHwZABMAzPxXw/V/DVJ77anRbSCgT4bf3wSJDvrBp9Od2xDdaoHc1jys0I0xhINr4z+93jQ7zKJeqvEls1a20DqzcWKM8VSpCxpMZEYrxhSPxcTUKDc6JWy5sZeEUAy+jkevlYxggMIcJQ2RRKg1ELRImzpIVxT9CXpdFFoMP2jE5gca1dLmkY8x9HDYYeQ0mRxpaCYcXgEEhugzkkZ8G+JEH9yg+d07wbET5n4dTYe7vQ+WXNw2tmkBbGkMwIxwaYXhQQuuTWyegCtciw+IpOZspzM6n4PPaBY9HJBxIwtSsYL0ffD0g+gBNM6MJ5sP68ffh2aFdz4bw48CIMI4mALLLdh1naE0l9QCylUsvoX272HJLuwI7IEeM0/hzn0Bt48C+kwi+r7w93uZ+b3z988C8HL47hVk7b7S7wLwv4W/GcBfJNmsfzK0+9h0Gwjoj8W/iei/BvDdT/rgxyUGUgmHJ5H+K+ZZF5qSYsGR8fo9uR8qBPZR0GvS06SMwYZktdv0vUJW+r2FJRIAPmMQ4UQNo5EUWhvCsFVDVKgmmt7aFsFzFypEoM7UFqyOFqCYqInW+axaqNbKybmoZM5e//2mgMMwjgknGSvhAcK11LmH4+1yUpkMsgfnrgl4Nj14jkFHsixXZ5q69kXnC5jlG+bP1ftumBAgy3MIcmyn+RqGO0+ZlDHLAfW2JiZsoUxczx1ohflHRmvvl4IQDFh/jdtXayZm2lsbC+vHZmdaycRFEB4oPronTehT3X9eBkbausvErct7sdBPXsDmV40sJSQRfSFEAPyG8PEXMPPHZzHOv0REP8TM33vbjq3ocQ6E+QwAv/xJHvqktAqHBCIkkqNyAGHsUfvWiJAVI7ds2cBYGewbkvwAFb0PyA40Lc5Vn2m/c055Z2oA9dxewjzdF6HXKGNawjIL4ajlECSGfuBE2R5RJlCzb1W7jnPaaRizZBBOgIWj6nM6bTsNP8MSORlKGfEGTxJjhJyAyACAFB4aM6QzQw9CSR20LD1XmwzQYyqdYUVnZ1Q2NrRURVXa9fIio3W0GeOvlsAOYiM5eIapWQ7Acj3PeYywmmrduhDUAmDq6OMap67VZN369MN5JjNPUTduffhzczJVjFBLgoP2fjR7N3ZeRvGDwa3dXRv6bkoAhPWVfU/W+kbSfrQm7pAIuCMn8CsA3hb+fiuAj+8eR/SrIeV2vpiZf0o/Z+aPz58/QUTfBYGUnq4AKBnBHcAvAPBfPslDn4w0OWaPozPINgywwLYV4zUBsSo+xSZItE2ljRWT9QPJK+0dpaEw1kGomjCCZn1JJvCCkWs/GZSEQtyc4GkpBRPatFuauvOMwokCTGPGFWMXeGiz0Epl/qK9N0vIqvOuzEtPB4tVLVtxAur4NVrGMP4Yr1+Z/4R61OlrUBQ5HLcFWEenUOefwGjj2p7feDvUPiVxelqdNW+AYYJGhYAwWhU2nJgng8TR2aegbZqRfPJ1Amd+FY4UZt3EYqNhijDxhs4EbNKfTmfD32kKosrI7b0HBq3zU99RfFei9bfjSB97BlIJiWEKjkI4PK2A7IewsyPIkw0rRf9MnJvV73dBd+RU/iCAzyGitwP4GICvAPCV8QIi+qUA3g/ga5j5w+HztwBozPyJ+ftvxR3kYt3GAvjS8PsZwD9g5vPRxc+Sooavf+82+2r1LNoBspYIwm6zK1MR89gx4NrGHo7xDVUTvpzJz5T6snBT6QGUIyjdh+jMOWhEmjwWLRqFQoSJy1xpxqiGHSYroESGxCqRgGunwpjcAtBWNA4/R66MNAeCc6vwK/ZChH1MgAU/Qyj2toOSSArPNUwhSVMbDu8CAIjP+3k3WGZR8dJgCF8Xg5udnDVaR99E2+7jGjRcIDAa6PRAnMB95hvrGQQshQI7Fsx3CvStnWSdz3kczYWMWhtMPh61GC5j4lMoxizaYCVAY/upYbST9F3fUUhwVKuWIHWypGUNCfW5svWpys30x8i7mG8+WgHz+6jslN4v/75UQ+rRiO4kCoiZz0T09QC+B6JMv4+ZP0REv2d+/x4AfwjAPw3gT8yAGw33/EUAvmt+dgLwZ5n5Lzxpn24jAP4rZv6a+AERfXv97FkSpeXjDqgKhxwx/1X0kLJgjXRpk4HE+ix2P0uxLjWwY8RNFDpmPs+ffVybIGBqoHneqjmKw8I1k98WvejjMQraw1M9pC+WwVXmH+vbpz4GBib1efTc2Tkqi/0GtFJoPOtXYQbG5ps5zLv2p4/pvLTjOYPkakjwQ5zjI/9hDGVUxr9678qYBb47yVzRTKYyp3BktvGBNGP4EWC9tTUmcIRYAXZ8Isn5uTQ2tO2hwC48hJEQAf2BPVcti4FmYZ2qYMjj3dHMcE16ayc0bogn3oljmGwsCvdYnD457KJMPwopUt+C9q116XN/SX5nAg5Cr+P87xzDPAA9OUzHbBbAlqKFrG8H4daXosyqsnBndEeZwMz8AUhF5fjZe8LvvxvA717c91EA77iTTgS6jQD45+If80CYX3fXHXkU2jN//7wKAaXKnC61GzU+ubzbYdf7e/bMP25cN6k1fnozJki0F1gG6yz7J0KA4Ye8e7giB83cYaCocekzNOZeo3QM2iLCIH0GW5JWfEace9HWtrSp05wo/BCyPpXpqPPwUSnOs/oabiK1JjT/Os53uir17ebzG+J3KmwcFgnP4QHMto+kWmVYA7naan2WWyecGH4dSwq9ZCuwkYXA2NDGNdp2ln6OzfrpiYlTyLSTCaknobqaCF5CI5LvaT11bD8fqc2n4QQguisfwHNHl6qBvhuAHgTzM/oxgIeQ5ITXiFzLrYk0t7t7vcjkZ05rH9SDlt0Qz2FNDDE4NSvWrxZAH2e0cW1FwIwhx6xJWvcvxsN7lRyPDolQS5valIcq5pOfajQIAJyIBINuU5tlBgawqYDRBKQQ1ZMqLhoOvS8X4Xj7WSCKUPNF56EKKZ0XST6b7VG2LOTs323przGGok5D4sCcc2RKDNuM4xEtm6YCe6yF6nOkfHPHBsa5PfDonxnZ0g5QU9I1cyBoYtROtCjj3GlSWbVkDOayDLcuVkgQvFaO4fwQ7fwQYAZt1zpIcL8CEaG1sxwgNDaJ+inKTiQVTjeFYqoAG8hWwz5zPj+nhXUQn7n6/S6I8Wg85kWiS8XgvhHANxLRNzLzu59hn26kWKyMJ8Oqgn+FC95Gm8vmK6DK3GDVRIJTF+6ArOFyWesfaONspjYwTeshIZkxWejiEZWLM1eFGW4JYzcHHRFOAZ5RqKjT2XB5eyYBVyBzvBHY6s/4UYouZFaZoAI31DkW7bQ6fS3z08Ig9xteSyL4iGMkU2CaCmUttD+z4gLcFb9TRiUnnc1+MqM1aa8NoLXNHNoDLTF/a2sWUGO+EmHVGUwP0cZZNOwm730opIIAxcyxxnLj8tnZQj87n7M2H+YSs/+kTt+4fuPfA0Drtl9Sgta0TkhhOmbp5yxToW3ZO9KEL7NEREtWZi5WQxDuZnGohaWBCrLKgDW0Y7WzSPdWtjJXdGmfPza9AS2AX8nMPwTgfyKiX1u/Z+a/8VR7dkDiYIoOKtV0PaInapUAkoZ4CT+s7MOgDoTKoqGMcwwVjBmSkfETu2BAqces3ycBsPBPaBRKhbi0D5oc1Me1aaSNNokwmfOzcRPmD2EqBHeCDvTJ4M44NbE0eve6Lg0DV3QtQmBXz2UYtJW0aDiDTWNpk+FTT/4PnW/ReGf0TyijcFo4o3U+1Mmtf+uz7f3fIPwTKcMc0w/SIL6bdgUp0aBwUlZC1E+0gQBcidXRG2LZA/GZ5HFr4lc8I0LzIzq2WTn0oVXNBJSZkpdNMB+S3MvU0QYD2AS+4DkuDIAn29ZMa627MwUIt8ASqImion4DU06yRh4hU2XmOob6LtJUl3uq8qVCBjFg4YbXuBLOT0609FO9HuiSD+A/BvC1AP7Y4jsG8K88lR7dSOUFzxAzFwIhLX5R2+eoVIGjyr5cdQE22qBROggRN7EuipnnhSFapEmAP5RkwbNFOAj8kDXl2D+7L0BOyvg7n0NikGL4mzluNSdBY8Rb3Gg6Hhq44muDogz+mcIijSdo/ruCdup4lM56rHli/iH0kAe01j3PksdSSdOfJT9zHoFomhrq2XBGiKraFVF7BMbALO9vXs/UcRrX4NZMwFYHpUYBbfNoSeCBWAudZxvNBP3Wr8zSi5nJ2lzMvr0ar+J0ftWsR1amDALwAFvLOQSSTSx6+GgdNBiI+SgL/J6pY/Sr+S4YzKd5HYGbfCdlmrsJn92UqfI1fUnMbWexaHYwWJn/XN/qx2EAlO+TOXNFAMEXV/dxsuIRxnwX9EazAJj5a+evX8zMn47fEdGbnmqvbqC0qCbTpKmFRC0Q2OPCt2lT/7Z7GACpyauRMUGzR6z0yIn5qzm9ex6LNtYADPZ4fMPGDxZczNBsPArz32Oiytg5CJnVqVBabafT2cal0IO2HTHaOpY2AhxUxkxaTGsAo0mv1AFOYf6Y2oR3TmD4gSnVqUwjWxnCBBsapPLmFjw01gYxOs4OYQULJvkAhlhHxAM8BpgHOghXmlRFJ4tYiZaohmcOPADzPGJSNeY+Y/OHQ24phn6+G/XJ6Ps9jYfom/xr8/wAPZdXjyj0ypkuUGAYugYVRGa7h0a5dQy+8u9ieefWE/OvBQ1rW5gjkMgrL28S14oKARw48KMlQHMU+gdPS+CoDxGOvTMrgN6APoBAfxVAhYBWnz0zUsZsGrVWIGTRQKIQ2C2QhYlYNcz0+XSa1cxEw/uT9s8h0sUZ4V7znynrG4OI0FVIzfowqsXVI/EM/gj1YOKBGgYNTB9AZDLx/kpuibgf4bRNzXN7dVovct+YYYyDTrvYaNu0M5wwRdW0DmpXUpq6PwCmzr73DXTrv/fN3wsF6Kzec24P5B+f9pmtNAxS8ZBUh62ahkDyOY1XsGoXFls7md8ghpCe+wNQk3X3cGr/G3tdqNE7ejun0hAxCzcJ7Bk620L/Usho86zj+J5l3csaFCElVgCGr3t7rtWoYnUNWLhwFfRcoCZ7D1DLTUOh1/h8hYuSEEhrcOx+MnmYKyNAsUf7W9cy9vvucWkFZb5e6JIP4BdDihe9mYh+DVzu/lxIOYjXiIJ2HyINdFEpDETgZC4CNzH//FmMVnFrQMtHHGgunDXVHfPXJBcTXACzQAODO5ou+CLAovWi2H0NrYxzEnFdhUMu+j7m/Y23eVLVJsz//Gn060+DtrNvxikAWr8yYaBOXNPUZyw5zXhyAmYsOZvQaJHZWDVJYYZbv0JHjJrJMIJBUROm2NqV1b0xPBsZqtknoxWfhQrvsSUBACI0ugY2QjOHtVoMft0JkIJ7Td+9vvI5Jl2PKuxTPHyBq0IIZnyvmPMYmX9khj5b0fHKYHJosWrxIigQmDhSlFBMiEtP4AGtDByx+jyO/T45Us5WzF8/j87ytL9D5LVvAAAgAElEQVRDm/77HcI+qeNvPAvgXwXwb0HqVfzx8PknIOGhrwkxNHKAXZMItKshUt5bZfiZseZSt65Vxfs91DHCCFqfJeHhgblF5hg1YwAYGDhB0qydMfiT4ybQhLI+IYGE+1PW/mvNJN1AK2Gn1sTV+VOg7YyrVz+B/uonQa9+CnT9KrBNaOF0BTQCTi+BTydwvxL8uHmSD81QQtquLaacW0frAjNwv5oRJhp94pacYM4nDDrZpsua5/SvbNfGqEcXa+R89RnyDvtLs9YOmZaujlSNxjLhzIo1n9G2s/WZwrzSdgZduZAc1M1iUEY1pkDc2gkbTtCs7oGGa5YaQloWwxYysHs/HmYbQ2ad+W/tClt/YO85MseYaR1J3oszfp73GaQ0s4lBx47OXNtfNfOceJgiuQojT2SRSw1HjN+fW9uki6f7Pa2Twd5wFgAz/2kAf5qI/jVm/s5n2KcbSQRAxuQjRXN0RXuzMSTNFMfV8v4LJW4NGgrp/6bNTIYVnaQSfdFAOKMbzjwPxuDAAFnaUSaW/AtW1C2Y+ciWz84Mn1cZ1r89xOn8Kq4efhJ0foj+6U+APvVJ0Kc+CX710+DryTR7B3oHrh6gPXgJ/OBNaFcPwFcPHBJSAXD9EDg7do3eZfP3K3AjcVAm5i/CofUr8GTq5njU5KwhzL+dH4LOcqximwKFAlyyzWgWhXpO20PJyN08FDe9t7EJozfBFebrdHKGwgxq3QRRZDStC7TU29mKxo1QhkO8LKfl+tISG5E0VFZpTDxeHb8Kp7TwHr3QW1RMcpueEdytbLUVVVv4d/z32JY4ms0KAKf1XplwzXavbVeq8Kfdg70P6+nTGzMKCADAzN9JRF8CyQh+U/j8iQsRPR5pTqCa9/tF7lfunaL6e8L9VWtA1h5izZPqBFqat1HrLxqmORiZAd2kJHkFbcxwvU02tPgA+m4zKvTRtmtE3J/R0Dow5rGPnoSUneJLYckjMf/+qggA+vSnQJ/+FPhTn8L41M9ifPpVEQKtiQP36grtTS+B3vwZoJfeBHrpJbEOAGAwaJyB64fg62vw2CR+r0/Yp3eQjk2tuN7FWXn1EvDgTRhXD8RS6GJlyFimAN3OaNefFgEzNlB7CO7Zed7nhlUHar9+Ve7Zrk1oxtBGGhvofAbO/z97bx9j25Ldhf1W1d7no/ve957nzXg89tjMJLHkKBJjwMEIIoKBhHiENAnEyIKMIRiHRDhSSCSwcBSF+J+RwUlQQjBjJ9bYgPiITXAcDDGOCLIQhsmIxIlBwcrYxjPDjOfNx/3o7nPOrlr5Y9WqWlW79unT93bf9969b11ddfc5e9euXbv2+vitrx1oOpR4Q0fAuIYzY0eM5RwV7uTgwwHeS5itR8yQj+1dUFlfudRGY1Xm/SdMOph7s9FTNsnQh31WPLqU4DV1wttgA2JbCK+Bk1RL77xjx5h0FaoNZI2/BymROdYKit741wmNOyHCCwkBAQCI6HshmP83QEqU/tsA/v4dz+soxVyQLWn6R8oB1FDOXAgIdh2qzxVWajMST6FizjbxzJpQE63D1pwXJeyQOYDIw0VXOVlVgLh4mDkpNTJEHyY5RtQeuDnkslP/KDkyfZzgp6vEVK9A0wE0HcBhkv+HCfHqCtPjS8QQQM6BvMewXcOfXcJtt6DtGTCkGTCDQwDvd+D9HnyYKk0fjkAuMV8jUDCMoPUExAkubsDjGsyrKupFLQCaRMBQnIRJeQ9HDgNEUEpZ5gCaktZ/uALt5d702ZJaJAAQgkBdhz1YBYCTvUBr8Uc4clX0TY8ZZU3c9BFGE7ponfG2hpNPjet1/Ii6cUy+bobtYo4S8tNVUgyM8zpr+mkvuREERnBIJaRrHxqbfa+f9UgFUxVs0IRvyvlmLiiWacvY8ztnrmf7JADlvdLfZ3NK1lB7D7dD1H1/ngc6JQro1zPzrySi/4uZ/zgRfQ+kXOnrTmUTnfZwWiGQx0nJMnYjLmo3Jrxs+QVxlVYjH0a0IXH6guZxw5RerpAyhUPRUE2hLqvlZRiJIyIixhgQfGKACQoJNOTM4Pn9xMJUwyFpv8l561zuhBQPE6bLHabLHThGuMFjWq8wnO8wnO/gLy+FiQMSPqlC43KHuNsjTgkecAS3GoVhD15+jgPcZgMaPNx0ENgoBGCaQKsAxADOceoRdLgSTf2wE4FKDgjqXI4CYREJpKPH7K6ASQSazMNliwSRk6DbJ4GVrAQv80MIqRyCF4gKQPRDftagmkE4DvAuACy9jcHyoCQU1VZT1b4DRUGwTFRyIXzF+Er0kcBafrrCsHucrJspW1TC8H3xzzgPDABzaoDjgDlMVHB5KwRsdnGbxR3cmCu5ghx87FRWVaZfWQAEDRyIyanr2uOt5c3IARmz90jPuyMLgIHuu/M80CkC4DL9vCCiLwfwGoD33t2UrqelKoHA3Klmf1pLoIaHxIqIOXrIV5pR29ouY5wd5xWjxF1rxE/W/tOLVGdVIm/o/KKRy47NXGAtw0uxOke+Q/YtRD9CShl4TANKJJAJu6vnHWa+CQDCHKPPTDJOAdPlDrsHF4iTxMgPmxXGx5cYz7fwmxXcmJhiOnb/8AJXX3iMqy9eYtoF+NHBDQ6r8zXGszXGsxX8ZoVhu8aw3cGNA/zhANrs4fZ7YL0GrXdw41qsC9USpwm0vwKmAziIkCQn/gHaCxxE6TjeiwDgECpYJzMLjiIA9jvE/R682yNOSeMfBhFKMco6DCPcMCKmrNmYnNoaEquOUdXokZK7XHrWnoJkYsdSGdVi2vZZ1T8Tg0zVZH3YSyDA4VKY/058NWrdgBx4tRL/DMcCocUgbSA4JMi/7ZUsfYqj0/3f8x8QFBMPbqya2ajFSWDJLlcriIofpNynKljJgmebxIZ8nL6fEt6t5ab7SX75vI7i9rT0wjmBDf0YEb0C4E8A+BhkV3zfnc7qGmoZu9J1D77P/AsUpBuRwDPzeHbtbrSChtyFrBUSliMW6siKpNkwA4g56zOXXCYHpMqcnIoRyCBFIKg/QSJsqAgeUhO/LgxXaX9L2Gpy1HIICPsJ09UBYT8hBs6CgCNjOEyiLQPgELB/dInLzz3Cw08/wuNfvsD+cxP81mE8H7B9dYOzt51hvd9gdS9mxuymEXAOHqlsDacEthiAKUUfAYWxT1bjJSBGkB9AB4imP00iJGKUKKYEO0n/ssScwgSEgLjfI16JtcLROHbT/VAIwmCDKa6WF5Mqga7r6ihkpi67QeA2jUgC2ERxqZacOjqQq3Z32Yuh5CyEg/hr9gJv8UEEAPkB5Eic7b6jKGlSIJc8FaZU44gjpExEjf1bBtgywwrOIZoV51s6tvxd3r0Mv6Iw/3JsyTa2yYF3wfCvm/fzQqc4gbX71w8T0Y9BHMFfc6ezOj6jGzH+eVJKvans+WzaODqeh+PV4/QsEMrak6MSFSFaZona0Zow+azE/HPoIWqLQ4QTgb0HO5OxyiyMPpfvjYnxp3wFbu9dIQRToZSLXyHXKooMhCAO3OmAcLXD4fEldg8u8PizjzHtJkxXE5wnjGcjVucrDOsBbvDgyDhc7vHwnz3Cax97gJYusccDXMCffQGvfM093PvSc2xe3mL90hn8asB4eQW/XsGtV/knrVagcSwCJjH0Upcp+RK8FFBmnft+j3iYgBgB5+DGAbRaAV6EAYcA3u3BIRS46iD4Pw1SCI0nOVZ8FIM4hIcB7AdhsAqJJIgth9TyJIxQ0RGWBL4x7DBMV/BhXwkSjXgKbgDciJTSNRPaLqbKnfEAd9jBXT0GPXqA+OgheJrE+vQeju+LT4VXuQBdZVHmiCkTTMAxZ2xzr1xKFlJVyITZp0mzT/4LC+nYeyjvW/mZwzsXAnzac7Q2Vsnt6UU83RbTpioa63miG/UEZuYdgB0R/RUAX3U3U7qelqJ72mNshI8lja8vOGStReQOSybTVj63ztvyMuSxUsZwdAnHjYca283aXlNlEZhplZy0ykjCbKyjLUd7cIIFUnikTEutBa29U+5LhZlUlkwlmqc9vIZUHhKunjRsvniM8PARDg8eYfeFx3j82cd49OnH2D84YP+5CXxgDC95rN42YNyI1smR8fiTV9i/drxpXLiIeO1jD3Dx7ivcf/c5zt52hXG7wni2wni2hl8NcOMoP5MwIEfZJwEI4yfvhTmrYxkQn4Nl6ACc9zLOdlNBVeFKjgmXO0y7PXgSJ7cbBxl/iKC9B11dweu1hiGFqo6l3APU6Rng1SgjB4rF6vTxUJV2yNq381CjQ9mMlF+gmbatAQYiCHag3RX44jHio0eIu31eDxpHYHsue9SPCKmhS1XuwUSqEQepdRQDnEOlNtXJY334Re9xpnCphZYtbVmnSHMhAOBojH8WOl2H+vFgkKchxjKfebPTkzSFB9pdcOpJRP8GgD8F2effz8wfSn6FPwdJMPs9zPzoZhOZx/QDxVnbi+u35iVDErLy9lYMN8dVH3KdGz23jc/OGHu6PuW68+blNQlP2pKXI8oLaR2JSVtTbHnyK0RnCojFkHMBEAigQ47HVhhBMeksONJaSG0fqe8zTFcYDhdw+wu43YXE/F9dAtMB8fJSmP8XHuDi05/Ho09/EQ8/9Qhf/NnH1VruX5uuZfbH6PKX9th9+oD7X73H6nzA+qUNxu0IPzr41QC/GjBsVvArETA0eGHmQ3Ier1fwWy75CRzBhwOmx5fYP7pAuNqDI4McZX+DG0eQI3FsX4gAOFzsECd5PnLNKA5rHkFuL8LAOTjvQX4EDSNoWIlDmAY4EvYmrSgNbOLKfutGr1ThkGLBSWw+J608mF66WgHUMOQo8FW4uMR0uZN1Wa/gzrZwyT8iPYhLeYzs+0ENAVnqBUy0YZxVxI+yZ5tPYyBUQs4cyFYNg3LfZ/Ef1Bm/+brG2qi6fTGg7UiFzFreaiG4uSB+XuhJBcCNMzGIyAP40wD+NQC/BOAfENGPAvgWAP8hgH8OwL8D4HsXB1ka25h/FqM/JgBy/DPqCA7VsEsdliJI5IAam7XOuvy90cJVkyereSFmIQBGcQpr6V2twJhe2uhGaU+YnGTRe3hyiBzEbU1OyhVAhFr0Y2L8dRip3tOQEqKGwyX87jHc5SPQxUPwo0eIF4+FgT66wP4LD3D1+Ud4+Kkv4MEnHuLhP7m46aM5ieKB8cWffQw3Es7es8PqbIRfObjRY1gPGNYe43YUBjy4LBRW988wOge/hQiHMVWx3O0RQ8B0scPuwSXiFMCR4QaHYbOCG+R5q08jTgHTToTYsB4wnq3To3TGzyH+iAFIQkAym3mQap4xwXoacpm11Mb3kp8vMyh3byuJbkjZtQxuigRKqG90aV/AtJeMEXEK4r9I0VC83+d8E1s+AkBSaBLUSGXeuayHYcRdHL/B6YtPrs5nsN8VC8FY77bNKlIkHs2Z+TGyPr3699tl2LdlAfSU4OZ7St+/H8AFgN+npfevO/dJ6FgtoP8ZfUZPkKbFN6VfC+DnUm9LENFfBPABIPv8Ip7Asmg7cPV+WmKk2G6twW9CNu15zkRB6HH6u0ZCLGGMWtZYXybtQ5uPZnEUSwink7tOjCM6n1/yya9gk3/yPDg1AEnOOna+6Dsp4Sc33TD35TgW2Cfs4PaXgiFfPAQ/fIDw4AEODwRK2D94jMvPPcTFa4/w8J89wsOPXyAe7jYDMx4Yj/7JFdy4w/CSh986cRxvBgwbD/IOfnAYz0ZsXt7CrwasXj6HW60kKW2zkYieKYDcQ4T9hKsvXuBwOWH/aCdr4V2GqsI+YLoK4CD3NWw8Nq+ssTVZwG4QX0HcT9mfMKSQUDeM4DE5XgeJwNJnQSmiRple/i1ZZc4xculyo2HWmbeNFkwewTEmv8IAIA5ruEHgHgnZTVag4knGyWspM3sDPakwWQp/bonN/reMt+8bq897WsrXOtrb441XCmJJCWbmnzWHfSOAr07/vx7AnwHw9Seee2M6ZgH8ySf8bom+AsA/NX//EuQG/wSAHwLwRQC/+5SBLN7Y68JlTdF8ToVjFrJCwobl5dA450FWUyGHjP9bv4EROGo5aHSIbbZBcSp4fzKNlRFY5h/cWDSzNH7VgcuGDjLlBKWi6RXmD3K5AJrg0DtxJO4vJNtXsf4vPsTu8w8Rdntcfu4RLj//GI8+8xiPP3GJw4NlbPa2KR44w0puJPjtATSmUMqtw/bVNcgRtm+7J36C+/eAzRa0OQPCAW6/A3mPsJ9w+YUrXH1hh0c/f4lwcZwp+DMH/udZYJTBCwQ0yDhu8PDJRwDnMI4j3DgCq430DYgB5CfwsJJ4+1z+un3FFEIsn1s4sVcATn/PGrdfg8nBr7YY1meg7Rb+bCuhroD4OGySW8cPltudGqZfkqhKbkpLdahqHd6pZaBbZaWdf77X1G61+luvgzpazzL99r2bHXPbzB+3VgpiSQm2TPwDAH6QJcLh7xHRK0T0LgDvOeHcG9OxWkD/+9MM3KGe6Gdm/gUAv/HJB22Yd8XAOR8lx3CltVTjNDHZ9ry2eXkrTOpEneQyyiGdelCCecgBXBy2ZcziC1Ambq+jOCoAU4a4zDf7NZaEnHFE55yEEIBwkIiZwwFxf0DY7TFdyf/D5QHTVcDh4bNj/i3FAyMeyvX9mVgF005gHRokPp9Wa/B6AzpQTkiLU8Dh8QH7B4drmT8gjunD1ZQgo5h9AuQcWENVxwlxLxFGvN9LEtowipAFJEdAawWBchiuUnmmhdmqUiF/1/vPMuZyvvHzDAPcuIbbrOFzGKgHDYMoBZ39kK9v4Kkc3WMsEe17cCqpVaC+tVzm4wQ6rs3X2fzHrIw6A//2LNZbgoCWlODrjvmKE8+9MT2pD+BJ6JcAfKX5+90APnnKiUT0QwB+BwC88sor8+8z448V87fZi/Jzru0cy+ZVbaf9vLp2pfWbvsBV1E966VXTs2NoDPkMgy0mds3wjb+jY9pbC6X2X3DpHRAOcOFQmP9+j7jfY7rc4XAh/68e7LB7uD+ZeT4rChcRl5/Y4/wdJllruwVvzxE353BOnMEcAqarAy5f2+Hyl/Ynjz89CAjviAiHCDeo4EnW4BTEmXwxwm83ElKaspZpvBIBtN4CQCm9wAHErhH2ktgkNG/tSEe05kjSeQwOmIYths190P0rqWS6Wsn5zoHO74PXG8mgNkKgvAtAiTnqOTnFNm2LxOXudRzFf4Di0BUGLcxfe/1W/rNqdMmLmNXYWmDuFmJqI4dmxxrG//GPfxxEZCMXfoSZP9g98QjdIKT07UT0UfP3h5n5wzq13tDN30vHnHLujelZCoB/AOCriei9AD4B4JtxKuQjD+yDAPC+930tH9MCtL55+bswUzVNK3NOzVT1C9i6JeYF7GGANdyUQka1nrzW/VcN3fmM889KIBufAczvhdF3OozRXDD1EodUaGgJiVzqWAu0pXBSdZTqT46csXE30p3j/zehcBGzRg7ngFTuAKnEtCR2HbB7tL8R8+8Rx5gsgAiOhLCfEK4OCBeXKeRygNvvQcMIrNdwZ+fp+TiEMSaoxzJ5ypCiKgaRfCpfPVcueqT7dxo2OKzvAfcCBjeAzi9yRA+vNoibc4TVFsGvJYjARJLl++vsb2Huqv2rIEDzvfiUQNJTuhozl78ohebaZMrc7N2M3YN2+nCODStdDgMHgPe+97147bXXzrsH3YDaFqNH6LPM/HUL352iBC8dszrh3BvTMxMAzDwR0bcD+JsQ1eN/YOb/54nHQwndbDFHLQRWmbco2nWFpyLFC3CsBENretvP9TwlZbC5SmenIqMk4SALhNY/oWGgXQuDpfUjhQl1eFyxGnJ5bK41SVue2sVDqaMfgxRSi5yZnGLe5Cb40WHYDli9FMEHxtWnDyc9l9skwf8d4sSVFbJ6dYAfZL6IEUjWjBZ8C5cSEhl2Nw9PXb0yYlgPqWyF+AHSbABAhGQKMwUEbnFJGLizLdw0SXCX8xKimRh7dvajxvxz7wZ13JuuWkvlzpkIER6TG0ErETjsB7jtvTLusEIYNwjDBlMSAMGlWk3NuD1svjB57XRXM3Db2Ux7ZncjhpRRz/Y1w8btt/k410E9vXnfHZXn8pR0ihL8owC+PWH8Xw/gi8z8KSL65RPOvTGdUg30JwB8EzN/If39JQD+IjP/tptejJn/OoC/fuNZHhszMX4JIeL80rCrw8NsPRIbwQBGZa5eR9bnID81TaT9PBqN3lTjPLJn2xaL+ZqK2SPmDE6JLpKMX224AtL5yByy1ZDgKSn4NklWsqmNY5m/Xw3gyFidS7kHpTjxU8X735RWrw7YvH0Fv3KIgREOAXxgxImx+ZIVVvckMYxDAF9eggCpA3T5GOHiUspVxJtZLfe+eoPtqxuM2yEzf8qRNZwihyYcLnbgyJh24gNwgwMNHsPZFuNhgnck0TkxlL4GRAh+Ncf0zX5cYjI2Tt82Ug9uhOOA/foe4rAyyYDaWU2axk9OflpNvWjhvesVmIdB0mPX+AO0HSSl7yI8SlzzMrVWtfXJabe9m9JcCEj5lVMEyOnXuB1hs6QEE9G/n77/Xgh/fD+An4OEgf67x8592jmdYgG8XZl/msjniehLn/bCt0G2fo/G52fcsaPlFAugvGxaV6SHV9q/e5tpHqbnEGlosFET430D6iXn6OeZyUtaZUo20taVBQMlcMX8XZgMBGRLNKf6/usVhjOJsKmhoIjp/tMlfJ1Kq1cHbN+5xvqlVU4IA4BwiIiHgBgZw3rA6nwNcg5ht4e/eCxVRIcRfHmBcHkFjoxxO+L8PWtcfWbZj7F554jhJY+zV7fYvLSWa65EAADIUJM6hTlGhP2E/aMrIyQchs2I8So5YccBflwDkeGHFeKwQnQDouMMBQEWj3eVRmyTEfM+SA5bZZSKtWetPlu7BebUYm0BXprTwCSCpT7JqhJVDJNU5y2WrNM+wwaLt/9l4y3408z9WuVLs+QXw6lRnOXXkbXM1Xl9mxZCvKW8gp4SnBi//s4A/tCp5z4tnSIAIhF9FTP/IgAQ0a/ALTgfnobqB2uEAACtnNgy9NoCaEM4W9yyLwRaKkKh1AqRjNDOnK+Bk5augTQ3LQ+tCWzHXhygQEdgNpE/TUVRclLyeBzhVpIlGw8HOO8RJ0kuGg+SJOXXHv7MLTJSjc4BgHAZT3Yc+zOHzZeOWL+8wrAdMG5HjNsB43aFYTNmDTzsp+yjUIYLpLIPjx6Dxz1oHCQBihnDZsTZ284Qp4Czdxxw8ctXuPrMAXxgCSV91zoXpRu3I8azdU4Q03tXeCxOEdNuEvz/EHOcvVpOkqi2wmYKkqR2toU7vxDhsNnCHzYIfp0dwja8t9qHTRa6BhhoX2Hdw1Zzj+QBJ6XtlPEzkbSlZIfIPncnq2BPivCprASBq/BK3cHRQqhcypAs77nCfJXsvrd9KQglyqj0XxYrwq7JEhPP73LT89tCw7dH82CQ54VOEQDfCeCniEjDQn8jgH/v7qZ0M1ItQfeBLRnrOFTRFz0q0A3Dsu6eNbA4h3SN4FPzbzt+BRXZc9oX34S5MaMqJ5A+Fz9CFLjLaO96HYY/Kkh0PHIecCxlk4cRWK1AIcCFgGEKiF6KqGmmrHME8gQ3zGub+jOH7VessH1lDTd6OEcIU8Th8QGXn9lh/7mp60DevnuF7atrbF5ZY3W+wup8DTd4DJsRw2aETz0DyBGiJmJNIQsCl3wAzIy43ydfhziH3ThgvH+G8yiCYLo64OzVKxx+hWjow3rA+v4Gm1fOsH75Xqo7NICZEa722D+8wP6RXkuY/+FywuHygMPjAw5XUgeJRoJzqcLpl0hi2rSTiCre70W47q9Aq1S8La4K828sPN1f2vNZIsum/K0gfUlA2Xh9Ru5/HOERWLKQIzwmFmvDMn+9ljJQT0VRshaAkrZflY81OGF5j832edb+W8XLmXHLvkcTWbRELfPXzzQS6bbrAt3ACfymolOqgf4NIvrVAH4dZGv8YWb+7J3P7BqqTD5jvrLZWKot34SOVf7sMXHbaLsex+YgFFxe51W+A5gYLqJo5r0ZGEdxxv51PNMzwBbeynkIORnNlR672uwk1bmn4ZCbtIC1YYszTtA5Wea/fmmDYa29A2J20vrtHoeHAeEywg0EGgmrtw1Y319h8/IGm5fWWN3bYNiMIgDO1vDjIE1j0trGEBC9RwwBbvA5HJNcByJzlLqVbSRpC8CwmYQ5J4jGDQ7rl86wfvkcq5fv5aY08TDlZjeAwD7hIBZAPASEfcDhasL+c1N1PwCwOkv5A1OQnyFIX+EgznZK/pioVpiJPqsapDfJiFJcUJr7RI5AKjhYFSGEQ0xavjSkp1k/4oqBEVLNItH/fUe5aa1sqZnlZ0pV+x72xljOvTG+M3B3rF5k0HWC4baw/zLms3Q4P1s6Vgria5j5HyfmD5SQo69KkNDH7n56fWKmWUZgbb6KI2jmkG0oY6HmxXui+cA4mZtwOjWZ9aUGCk5r5wHQorCSzNHU4xZAjFSYe3WgOufsTRIiBjgHBHJw4QDmVe76hcgZFnIhNU5xewxna0yXCef2aW1Hgj+T+xvve5x92QZnbz/D9pUtVvc2sxo7m1cOOLz9gLATh6xzBDd6jNuhagozbDcYztbSEGa9glutJMGLXC7tHA+TxPZfXoFzbZ8kxFJbSRVqfhzhNhsM52dY7/e5To4yeHXYDvfO4c/PctMb3km5iHB1ALmLDAGFQ0xWzYTLT+wzvKVPK1xGjOdDtk6kpLaEo1IotftdOMBRyfpmEMIs21fwdJvT4kNE8IBLkI4qGxFFww8YENiJBYBSZC12GJdj4ytgiU7y+Wiu3q8SxdPg/wuK0pzpz6EuObZT8oJc9iWwcVjb/gKaMHZMI7+J7+BUeuEEAID/GAL1fE/nOwbwm+9kRidSTwgotSGa+Se5zPTVBHVaPsIIgGPYvPUpSFnbssFnfZ4N5EIAACAASURBVEyJc6N2SjHTPUHhOMBRyF2i0ltQaU5k6g85Mp2cmpK+6cJ5jhp+GBQeUshI20uO4hCmyMBGYCByhLjbw6/GXBbBjw7j/VKfZ/vKGufvOMfZq/eweeUcw3adNfKwn3JGcdhP2XmqTtNhk0o+ryWhyq9X8GfbHEopNfsTAwghZ93yFODPtlXTFr9e5XaStFoVq0ZJG9ocDuBpKiGvqxVouwWNazk+BPB4Ab/bw28eY9iscLjYIwbOVlCMfd9GuIiYrgJiYFOHJ+V6VH4YsQKYCS5qmZEo8flG4y0BCwTHCo+Y/ZngngiHwAMChPHLf5cvX+3b9Jo4s8cjOziK2Rqwb1JbqM2RQKsgHIVWa+29LRWhc7CZ87YUS0hvpy8CyDL/JJzq++pbL7fNsF84AcDMivN/IzNf2e+IaHOnszqRWgeQpSpCATAvUWopRyVGfkkA5LGq2P3y+5Jj1/Y7za+VRp2ml9deQxxyKbPVOHhtGWAAiN6naIw66xhRXp4MfbErQsBEnWTB6EUvYz+CvUTPUAjAuAKtEkyyFqfweCbROOv7KcvUE/zK4+xtW5y/4yWcveNlrF6+B7eW73NlysOEeDgkSESdplSXcV5Loxe3WcNtNjKP7Ra82mQmLg3qS2tHn7KWkereIJU9ID+IL0MFgB/Bph6Oi9L5SytkwnlpOq+N7GPK8r26wnjvXPofX+2lGFyMCDsHP/prk+J6sFT+LmWHOxCCl+5t0dvonSRA3QhOezIaX5AKBsv8p8T45W8ncqd53i3zlz1CFRSUP0fxRVmqBFTyPbSKVh3eWodd63wqn1tjIYuAqZPDenNQp7W9x/aY2yQGZcH6vNEpTuC/C+BXn/DZ60pqERQNf67915q9Yqw17poOyFQnwfBso/dfFjW/fTWWal1WAORwO0IuD6znRPLZssjHttZCBDzV5nSen5r5Cfd3MYBcBKK8aNJlbAT5AB7T/U8TyDn4/R5+u8bq3habq0Pu/uUGYYSbV85x9o6XsX7byxjuneUyBLmLFkeBahQOAXLXLs2gpXHMGbS03oDHNeJmCx5WUsKAWfDzMOVm9XTYwR9EAKg2nwufOQ8eRikFMaYxcq/eKOcr9EVOunpp0lxIIZz39hiudlhdXiHuJ0xX+xQFJD2N/dZVtYkASVgbNmIlkaPCcS01e8bFkC0AeWZDgoSGvFfIlX3HOWHMJYYvTt6ojNYqQ+DuFBQOqgRBfmMIMKHEZSxVKgz80rRPvQ5qrZYBRunSq1cQUPJzoOQVLDH1nv9A53rb9MJZAET0ZZACRFsi+lUorOwlAGfPYG43opkF0GTazrV6UzzOCASh3iZuN3rRzhctAdSaFTNlrFbjigmMQSMx3CDafNrQGtJn47cLvKTp+ik0NGllVfJZ8h20tYVkTSSqiJwwSwLAHEHrIEl0mw2Gs312pI5n61QVUzJk1y+fY/XKSxhevg+33eYCbEeJnJQsdl40du1bu1ohrs+kzv3qDGFcIyZG6HiS/IVpLzBKOMj/STpqca6jlPoCOy+durSfgqmFU5XCyA7xFIoYDvAA3H4Pd36B8aV7CLs9yBGmqwP8uINfiQBoK6Ou3zmmHgaDCCTm3EOgglVUEHGyQ5nMHhTcW4UAGxiPUpZ6cKPsH4P3R7jM8Jxw5LQ/ClYeQRUkpN24HJfjxBcg6ZSuYqwmqKKyFvr9rm31Wau46M8cdop5u1X7XrVkw0er6y0Jgdtk2Hw3QuWNQMcsgN8G4PdBak58D4oAeADgj93ttG5GqvkDRbsHkMPt8u8n0HJJXMvokyluykrU6fx9DFK3v0ZsqLmt83YU871EKpaCPa4331YItd3A0MxFhIRkD8dhBSInGa0AwFGw+BBSk3UPv91gtduX3rqDhz/bwp+fwZ2fg9abuvwwkBixL0wfyFZHbppjGfa4QfSDlC4YNlXzEh/2cCnTVbOZbU0krsal3FAnujFDYBlvTuU02gQ9F5MFsN2Dzi7gLi/ht5vsbBaHswgAzYfQ3IfNl6ySddT0LJ6kMX22XpTBpUxbKVciFh3xIJCMVUtcib9ncphoxMSjaP5JiWhh0B4korBQblKjUAyZzwnZccwJYklqQzVeZJe+izlE1KEoVEDB8nvWcX4OHSdyKWa47D+YndNRsu6CXjgLgJk/AuAjRPQ7mfmHn+GcriWi4gyymr/drBoC2qbdL1Fborf9XDasda5SxXxzYa8G36/mnbZ17JjgxfmX9aP+y7MgCDRE1NZ3174Abex2DiVtSk/wEIAwylXHFdwmNYp3TjD+JADIe8Htt2fC/Edx2hboKcEyVghYRp2OydaKHxEGaXsZvGbNan9lgHgQJpjwdUcObGCDupBeypLN3dRML+UYpF6cKdBXMZAEIblxzCGxdT0gSCRUSnhTh7hL0E9VNmKSCCAOknGdq8PSIFosU9J251h2xudBiOSElRIVuEf/M3VhnZ4vq9dKUUNAWS5W6wmSUm7+LMJDEtNccua6is2XzHkRJK1yckq03dx6fr3x97sTLK83neID+DVE9JNNLaD/hJn/07ud2nFqnUA186cUoVMSo45ZANnB1SmbK2PHSrutHHIGp281e9u0miBwBXMAtYWvmBBJQ/KG/J19CSx2aquQIjF6TRKy9eVjxeCNQHQekUmu5YU5uTABRHBEwDQB5ECrNfzZuVgDFqdNpSMwrsDjWmAcR2WNElNXGCbnHhhYo1p/0h7IpX6NRi/5CEQX4Vg05whpi5g7WmnkVVVug8pnlnFRQDROdk3KUg3bjRu4cQdaSalnNw7SgzhFQflBupPxfc7M348ew2aotP94OIijGoA720ky2HovLSQVemIndXS4+AGqhiiJyabJQ/1HWftnh9DE9ut9yiNglS2VwMjf2fU3+zDvNYpVjkAJ50zX4VQniGJ1bc+lKZOOZzOK9dwspEwUXbFa6/n0SIXksyBGsY6eNzpFAHwjM2fIJ9UCej+A100AtBpEVwhkpj7HFGfHmU0o5zQPu20IowwmMX5OhrCG5AGiFzkO8GTyAMDVptWXRC2aSD5rZ/ZlFd0+SEP3JABknqpF1vNro4f0fHEkMpwDuDnHuQOc8/DOg8YANwwiCHrJaeQQvU/MfSi9ac33AsMMCH5tGHW9vrOKqEZoFcd86X8AJC3deUzJUghUmp23ZC0fx+Lb8BGQLGsqggaAJwcfD9LRa1yBVmu41Qp+PaXM5AHj2YiQIppiYDgvWr8fHZyvtf94mADnwPsd6LCH21+B/QhHVFpGdjTbdo/oM7TBAzPL0DDgCgaiAonacYnESexpOfJtyYrN70hyGCPlFMi1Ihw5QCuINhY5Kit0rmzpuzQv1SKQXYv/HxMQ11kZN6XbzSt+49ApAsAT0ZqZdwBARFsA67ud1mm0iIs3pSGqc2bZvHVa/jGnbjlHXwKXzXIbkgfISzaSxDxn5xdzct7KHCYMhUlTeRGtJqY/c7Ja0rza+faEl8W+ASSEqwgX6x8gN8An3NzxlDH39OV8PRLmHk0v2aruEgkOL0zWz5qetDTLt4Bg5C5O8FEcvgAS819jP2xxcOtc6EzPsVaXrishioUUAXJsLABXHJWpumYYVvDjGm69gdtu4EPAsF1j/dKZdCBLtX+mXRLsuYQ25dpA5JKVRCRwUwo/pXAA+UFKcTSdwgCNr+8zY/Uf5fWhIsKzkkBR9hsp1Ej5uU/R7IfE/PVYoIaIWqhRfi8BEkUIpJj9lOPiQAjEOZrN8bzhy8z6M/u3LRehVozMu+QOvB70IkNAfw7ATxLRD0Csod8P4CN3OqtraJnx9xyv3jDStCGbd2+ZmRZGv3Q9a5oHIwAcIib4HOLpkDR3jbwgFEa0EOEwuxYJ6lpDUA49f4FdK63qKI7FeZlsADkhyblBGO+wqTqa6TF1m0sq8A4w0+i1CUmsHNIL2mXWVrXD2pQTp2xJi8mvcPBr7NwWO17n2jfKBAdoeGEpckZwAE2gVCjQdaJXxF8wIPoV4moL2p5LcxcirA7afUyK0B0u9ph2UvoBkNpCktwmuRPD+RZ+u5Fm9TapbXbPxkIz8fD1vEoVT/tM5fTC+AmcmHrI3zsQnApE6wxXYUG1Rm6fi6OcbZCvI0ywDs+Uc5zk2yHBMg7wPIFNzwDdE63mbxl/bx69NTlGx1pLPin15vS80Cm1gL6biH4GwG+BPN7vYua/eeczW57Rwqd1NEAPJmrNSD2ut0HbTdlSZqJNxmQJuUtZlnCiBRozPb/sJt2+mn8Hq9UKjyBUzma1GCrtrfGP5OgkLlEler/5/kgzkh3IcxMWm44y5QnKvFwWlDZhzjrG8+/Ny6/XtlqiZmY7CvkcMtp6cCP2Xpj/Pq4wxSR8CBhIok8c4qzIGaUm6JVFZOYKSGZu8CvEcQO3PYe7/xLcaoUR0mjdbzcYzy9zkpjNcF7d22C8f4bx3jmG+/dyRjNtzsDrs5KXYJzf7X5yHGQ3ts+H6uSozOATE1dGbcs7l/0YM8O3+0rPsfvLKjptuehyjFg1yvgZhAAHp+9NChWVLOZlH1xP429/6lzzOccgn4XEsNuiF9kCADP/OIAfv+O5nEw9rL/92zLEHmXnX89qaDIjLYPWv45pBPbdLuc7aGSSvuw6zuxFaM1mUE4qs1aHfOeae41FRlbzKOcvOQEjGWupCuuLZc4dAZDvO2VKk3lZtCl6LoCWrqex7W3kVCSx2eDK5tT6N9F5HPwGEw+Y4oBDFPhHVziqc50kc1OgEBNrr6XCqY5EUSEQIQJgGregjfT6xeoKjkicwmdbjFc7hMurXFsIAGjw8Jt1ri1E9+6DNlvwMEprxtUGrH0BbHhqtpzkCWsLRbtGpFp1tb8Ks1NG7imItm6wd4Y49aWzlxHUSUmwJRnsHreWglpTx5QhyW/R50fZL+AplORGO39bzK657k3pWDDIbdILawEQ0a8D8N8A+BchfSk9gMfM/NIdz+3GdN1DOgqxVIysv0G7Y1qHbWLH+nm5bq3pz7Q5BnodlVqrxmr7lvFHkAnGmyfoFEunZHDO778VnFbg2XyFCOoIKPneVRp1vscmwaeyutJ9ZByfGBoJpbXuteaSQl6Rl0Ntq3kxIYosyfHrkvPgswBu74PJCZMeVoirtcS4byRHwJtM5rgac5IcOYLbbArz356DN1vADYirtUREJebPxmdiITg7h/JM5i1Ce1Qsm8L8S8VR5Egd3T+zvJlcG6uurFu+66ytPreWeXNSJNIzs7MvVXqPQ6s3pTtn/ow64uo5olMsgP8W0n/yrwD4OgDfAuBfuMtJ3YQsM2k181aLaenU5DDAmIAGyqnmkV4qjwLvZK2sgnLqaIj6XmwMdXkhLfPPFSAbBqhCII/RJAUV4aMMoETXWAskCzwy65d6w9qwWqtl6t/WUnCmL3KGESonseZNSEbrpFuRAZ98NdE7aTyerhPJi/ZvBECeH5VEOnvPYCBAwmyZNVHM5Yiq6hknATP5FWg8EyY2buCHAbTegDZX8Ic93O4KmA5SORUoPRW25+DtOcJ6izhuqoQ0mwdRhzsqZFJCii08lsOL4YvznudWnD5HG+QgzyP9TlHG6NWIQG/vadZ73Xio3YNFISnHiPXlk2Jj35UagrXlHqpntkC9/B/7jt8lvegQ0M8RkWfx6vwAEf3dO57XjanVXvSzlvlnpoe5n0DPSQeAaS5UlFpBIxp46nKE4pDzVGqecDaPfTVuD38tcy6fx0brWlwLuvlLIeO6Cloqc2HxDYCrF3q2Bkmr9vGQNff8fVs+A6miJTtMGLIzFwACMQIcPMbagc0uV75kLaNADE8qBEpkS45B12xZlnE9HAZMAlGAZs5XKZ8xYBok0E36+o6SI7C+Ah32wGEvRepyTSEPrDYIqw3i+hxhXCMMm+wIX1Y0JOxVs8g1pLUV+i2DrSLGQCY7V8o8ychNoxeen1eox5jTvmgs4fLsqPI92X10zOKVvWDf0TDb//m96CV7Uu/9XrZUbot61ddvm4jobQD+EoD3APh5AL+LmT/fHPOVAH4QwJdBPPIfZuY/lb77zwF8G4BfTof/sdRGcpFOEQAXRLQC8A+J6LsBfArA+Wm3dDeUTcnMpObMXz+3mq79XKndwLUAKXXJW80yb3Ium1yLsqlDzhlHWwk9tC9UP/JhqUF9YeqnaSMWtpkJGBunnYZU7S429yUWQP2itea7OA294MoOUqQOUx3Db3InVLMNEDxf6trIfbkEHwSKoGaLagmECAKRuCEFa1aLSx3f6X5Yw3QFDvGpoJrAYWZdTV0aBiG6EdOQnpsf4IYV/LiBO1ylekQpR0JzHsYN4rjGNJ5hGtZVA/i8jk0WrH6vjD/QkOv5t5FdujatgqOt2aO2Y9Q8FNJ2j/29lJ8vFTY9H7//rPX8+vnXTLqngNh912amAzE/l9jcu7V4aniq7G8AlUV7u3S90nVL9B0AfpKZP0RE35H+/qPNMRMkEfdjRHQfwP9BRD/BzD+bvv+vmPlPnnrBUwTAByG4/7cD+MMAvhLA7zz1As+K+gwzNtrG9WK8p5X3rADL/O34yvw9phy7L+O57BxrGb9qcZYcdZiFERQ97UiZgUYdMcg4BmtNt3bkFs08ZIZpYBbm2XzsWum4qTK9MFYHUCwCw8IbkTwCfM6dEBjI3BukkqrvMK/MzJGS7ahEqyiIZZ+NZsxmQQCtQaT+DO5DQQCiXwuTjQOcEyjH+wEuFabLtYhSTaUwbHAYNpj8OhV0q5m/DdHMz4xK3Sat8hnUatG1TXH9WpqhZUZqTYGLxcZEKQw0ZJ+PQi5lnamypPQ5ZosV8+Sr/P2RqBufLNjW15DHMEl+MpFSsiUSdMVm47bMv2X8d0WMZwYBfQDAb0q/fwTA30YjAJj5UxAlHMz8kIj+EaRo58/iCeiUMNBfSL9eAvjjT3KRu6JWs22/WzyvE5o2j7ypi1G1QsA6Y+01s+avKfHpWhGAlqRuTfzuSw+J8LD3wknzbeu6WNIOU9I3oIxXdyabR/FkSCbBQFJygLL25YirzFE9J4+PiAmQqBNmOAoINGQLyBbLK+0LU+mMDpSgazyLWOponpYhZXiiYf5TKp+QmYiBjDJsZ6LCbJMWcgJrxZSF7NxYWwzkxGLwK0kmowHBmVeLE7ae/D+zvWQFe3q++f5SyKbelax17UStz/fleadhpNjcQjRcspmsb0cjhLpKFcn+sZkJNXxU1rdvBdSRZRo0UEU/ad7BghBYsuyBu9D+heKzEQDvTAwezPwpIvrSYwcT0XsA/CoAP20+/nYi+hYAH4VYCp/vnJrpWDnon8GMvRRi5l95bOBnRUtCQLUXG6OeoRuTtQr0oxLal7IauxOJY9l622RGr1vrqaqVFkZom3cTs2RVNgyuYPT9uZHR/sGS/ORhms00DDxDMuxyieHADlP0JsZecPZIkliUYZZ0bQcTNZXiwAOGqpF5vo7eq3FqAoAzjL7V7O185ZcCc3gKlWCya9n+l0gOkoxgYhBGOMfZUa9JcmKpJK06PdtSc8jnZDk7N0kkG6uEt/xMdKVtaK2emywDaQDkUrZ4GdfG+FuStYhpP/R8Qz7vhZZ6VpUmTDKK8lBDLOWeZC51MEALTdnntSQEriPry3ldiaWx3In0diL6qPn7w8z8Yf2DiP4WBL9v6TtvMiUiugfghwH8R8z8IH38ZwB8l8wY3wWp4vz7j41zzAL47TeZ0BuRrCMzawaMLASWz6Pu78dITd6lsfpCpDTzmEE8oIKXElfOaz0f6Lwkin2TBvYdn3/G5XOXKYfIlDXnCKSCYFHFZ64nvzgmtOapg7YXUebPnTkJo6+tiZyElASOwj55PVCXz24VgZYhsrFmVPhO7OHZw5Ekj4GKQhFb4Z6weqIIuLGjRLiu9tlCkLMyyMm5roxf7COqorp6ZZ71Hik9G9X8S7RaE9vfJp6lfWPXyZlxe7SozVeCwtL1UXZVQuCJ79ryWHcjLG4IAX2Wmb9ucSzm37r0HRF9mojelbT/dwH4zMJxI4T5/3lm/hEz9qfNMd8H4Meum+yxctC/sPTdm4lUuwGU8de+gV7G7xLTBpa1f/1ZaT9tiQkqmr+FfWwVUW3rByAnlPkFc1zn09xw1iRLPLZqdwwbimkdjxN7THHAFD0CEw7RI0QRBpEiRg9wo6XLHA0zNpaKVrO0/REKwzEOX6rhA5ulqt8xCE7sAkxJU9VrjjjkOcRk5fXAPzkGKWkJQPRJKACeGMH52omMIjA0LJWdy4y/V7pBn7Pg/em6VRLd/Dla6MNpaCgDlMRAjmxqtOp8bUJWaqy6n/1BkPDP2TzZ7HuNvoLCL3JeNU8TlUZmlXP2d8eqABWh3INsinAqGc+2gqs+tyWyYa93xfzztZ5BFBCAHwXwewF8KP38a+0BJEk4/z2Af8TM/2Xz3bsUQgLwbwH4v6+74HORCLYMAzUadWbUy9mw7d/X9R3W65e0eRPrbsehomXXEJCxAJqyErrpmF2OeFmaSzN5gEo8dkQEadapCiNI56mJBxx4lP8J9pnY4RA8gsYUOgfHjMGU4K1KXSfM2DdrYB3byvgBE9FCWrsnVuNI3aQIijHH5gcaEJlziQcHhseUcy2kx4FotS4xEQ8SgU+cEAvxSDATJiYEIkzJLzC4IUUTNcKNGTGVmAAlpjPbB7EU69NzLabeVMGcC4HijI5qEdgyDWj2RUcxsTCNwH9Juam6eM3Pt4lcBO6WWba5AEuMv2fZyJhtMcaO/83syWWf3oICdMeMX+kZRQF9CMBfJqJvBfCLAL4JAIjoywF8PzO/H8BvgATm/AwR/cN0noZ7fjcRfS2EA/w8gD943QXf9IlgSj0IQH/mBBrDeKy23h8vYffty54qFBJK16N2PKvFzCJ+kubVbijV5hyLJtYKA8VnlUEdE0yAxeIdiFMZCJsRCon0OfAoQiB6YfxRnL8hUhYARECMhOQSQA7WM1p/66gs91zw6bZm0ZCYtycpda1N7lVbZkoOYrdKWbycvVLVuqcoJyk/QJLwle5xcEmIp7wEig4TnFg30eGQ5uopwrlBcgogPg/vQi6mFinh7VTW165/ifwqvoH8zGkeSnxKY5R8HYLZO4VJtuut19SfYgWUEuM9cuBcxqHsM/v3wrwMpCqTOZ7Q1ZaH1mOWakL1qN5b8wilu6RnYQEw82uQmmvt558E8P70+0+h69kBmPmDN73mc5MIBiwLgdnvXDNuObcT8dBqaobB65jt+Uux/fYFno1JyNqXdoASSMO8VOYlVnwYKJ+1Ai0XmjN9BqyjVpuKK/yTY+ZZIh7UDwAAFIHBKSRSGN6Qk9zm8I8yKoW5rAC06+4owvOUBEBsGChmkUMqSAI5OGuRgPMaiVApgkbXPEA02chAALKgA4ADHLwr0U6jj5VgsXunPF8RNI6TE1kT/QxjW6rm2eZiMKhKArN7SR+rFaR1naP+vrcCqws/Gd9BS9YSWAqSSIPU+w513aAaLuoLvZ5Fo+t07LNnJQTY7JPnjd6UiWA3pb5pGTNUYplEzzJY2uD1MSVU04AjM03e/sxWRlFrpfQBJdinYehKmnBmhU/PUZihJmiykH5eJ9qIFqjjFAgk5XN17lVDKMNipE7r4LYRTrruPbLQWQ6phMfEIyIoZwE7RHHKZgFqfAkJusnOcxLHcoRPjuOytgVmI/EHOADOYWictxmgoDgT5ur01vkDkDwAECYexN9jhLm1mHIoKso6tVBZLXTKGnKC3dAwZlu2RIWlNActZUp0DN079hqiYNTWRnt9e506J6AH4SzXoFoi+06WsedkraG7pGfkA3jmdGoimMMbPBGsJatZKXyifwsl9maEgD3ejmFxT/lsuaS0OL5KREar3cwzaGtGo1qkaLAlLl2Zs+LszgiBPE+jgVfXzDiwqfGSXnxlPt4VoTVFh8FFTHAgRqkp3wvVRAl1be/1FNxUNV87f9WaA3vEZKFoSYfqZ6WF1gLTrn/7HBxFOEdwzPBOY7z72iYRKmFnmfVc4DrJQIbDxAMCBhx4yKG1ykS85iCQhAL4rDwI87XCcvYsrfJAcrz29Z0pG8nqaxUJq3AIJt8EQTAlQRxn+7sHRYkgqZUSe73cO9jkQbTrzEgO3U5RxFOozce5bVqyUt7sdJNEsCu8wRLBbpN6LzSQcFbj8Jp3rtJflsvllms0zL8T52y1eYWCUsJppYW22j9QNHctg9C7F/3JKa6Gofg1pTh/wdGjk+9YBUAaTueQrw018ed13dt7zXzHltVIwkkilUoIpmbFag9cvVLOAmaou1j+2eYmlhEuhO85yH1F0piX4u9wxGgxc4J6blLlTHM/+VoQIZtLXCSI7aARR5mZMga7TunZKvNvcz3aa7Ta8XXMqQ0ntcqOHSNbAbnuP80cyOV311xX9/Y8c7ie+8L+gLXClxM8T6HbhoYYN8oDeFPRsUSwDwB4NzP/6fT3TwN4R/r6jzDz//gM5ncj6kMzbDQd4Jh2YV+u8tOM1aawV+fq8SXWvDat5y91N90fhbFqMd3FOu4N428Zgx27XROFA1yKTnKIICfHSXE1D0dF+AwuYtC4+4SzE0oBOE3hL/NITC0p1/oc2nsFhJHLegyVb0LzEuS78ozkp9x5xti5DimtYDjU4bVSNI3hnUYrkVZZSFVFi6D1mpCWYvQlIgbVdQic8XYJMx2wiytEdtjHQcpcGLjEJc3cUUzJcmWvFBiI6mdrlQUq176O7Co4zKFDVh9NBWkVGKhH9rrqjyrvTK2JWyGikXD5+triNEeosbFanswSKHO8ZSHwogkAAH8EEv2jtAbwL0Pw/x8A8IYSANdpDEUTmWsXtuRAF7IhYwU0jko9RxKkNEZdk6bm2prMoH7hao06sUMqzd0tfgzMGbq+hNbhqvMSC4IgiUEGAsrCQ4vW5RCfXDLBmcgOnxhmKcWWXLwpjt2h4N+WtIZNDXU1JaWTRNR3EgAAIABJREFUU1ow81TyOZbciBZ+WqJWs22Zv4VWnEINLsIlp7eO4an8LylhaWyrHUOTqBIAlcpb2GY1U5zni+jcJDsZSUEpMI6tPa8WiqVWYKj06kZJaXJZG6b8BMy1Vo6uO7YWxgCSDyZkhUBzJmxoqBUCT0tPY0XMxnoBBcCKmf+p+funUpjSa0T0pnACV5CO7icGZmnsRzJ4M2tMTqysUaXOWLppI6D6f4aD2hdGGYZi2O1crVNQaAKD4LMRX5yDLd4bUeOz1bgaukpcOwMxtyYAweCB1NQ7M0yutGFHbUXRCKJ+VIm9tx7N8x+K3jobx0BRtuJqBYsR5zpG6tyt1oQYjlVfLQwUQA7/lBDQmPF/mZs+B4F4gnVsk+wArVZq56/PwBtB2MJgOkys5om6/hKpsKRsRdTCJcGY2VBoLEpb9O4Jsfayp+V8Zz6Xn/O6QLJ2fSFQjd00E3paKOi2iBkvZBTQl9g/mPnbzZ/vwBuIjm2SdpMhOXz7EQy1I0yPb6Gg2fW1w1PTwamHiVtHpp2Tna9t7cegXFuHmJMQKC++xceVOTR92yGpYC47MAfS/r8pdl/rBxGJQ5KLhlyAMwslzH0iTD4/h+IZILSwVvtMRINFdkZqPX8rXETopDkYHLuCaNK6tXuhl2+RmaZxgg9UrjWk/57qGjyliJ0wfxXiup+q5Lg0v0ENK4qLdZTaCC9rpeg4ajEURpor/mdHsPp07D221kMR2Hr/AURlbyA9dV9ZDfW7YeGoY5bdktUmYjd0v8tj5fLWbxwh8DzSMQHw00T0bcz8ffZDIvqDAP7+3U7r9mmmbdiknOa7lmHnjllkIBZSpke5rEJMteZzw/YOrtpquPYFs1RKDSgMNYFpFPPYRLcoTt5CHOZmEFMkyODSvG10kanzn4P/NHwSZePLGBb2QL53+V67RGmaWIIzQJmp6f22z0WvmUMpQSDnEbkwkkqAdHIfKqHCc8FrNeOkLAv0Y3MSIEx3dAGDm3LDdQLntbWO6Tw2lUqpAl1MGUoL4KzJF3EqoFFvHfJDRxEAFdxjnokVN6rYeJI28DpUFdKZy0yUNXMUMfCU4UZZhxLxpE+cUTrUHSP7jHr7+knojSAEXjgnMCTk838iot8N4GPps18D8QX8m3c9sWNksexTNobVYHqbsv2+t8kzm0zVHq25WoRA1p3moXJAxfitYMif59A7V/wJvGBSG+avcIcWb9Pv83kk7IYRBPZGv3BdO59o5gku1kiuX2SYhq30mcs8o1RBtX0K2vvRFRFGNuXPIrmZpdZ7ZjmSCKabFhcNOBI155SwVWeeOxEXzT+JsvLsSzeyyjdh/mtVUW1iw0RwXOpQVbWNuBaKWfDaNbEWQ2LwdvuK5m8FYvFIaIioHKeVQYei9bOKawCE3MpU1qxYhuW59IWAfadUsz8l0/46ug0fwG05gRn1+/Q80bFicJ8B8OuJ6DcD+JfSx/8LM/9vz2Rmd0Dt5u1po0eFgBaOS+0N2zT2eWhcIav9H6NscZj2kXKNJsGsuU5rtdjPOOHdxA6cEs2617ZCCVQlSclXreObqqxoLXPRWj7FiqKsfdu1VpKzIzhl8vbq0rRzVQ03sitJWs1zqCOOJJsZRhi1TDeXncjn+CpEU++ptiJLmKVmIgedU3PsddQyf30Gx/aOLQtBCCmyC8rKQSZSSgMb9DzXjtN27UrNjGyOi6Ulxeq5IX4xISAAQGL4b0im/6SRDPXfNlqhNuvb6CCGQyCXnJ2dsE7D5NvP63nPhRBD6vakP2ZFx1gZkBUC6uBky+wkxBEoTCNFriMw585bxwSVnmt/5nkYSMwmYyk23sJcqslbxp/DaRdgOIWgnNbfMWvWi56aaBBNP1kp1jnb+njUmyPfFzze+ir0OuL3K4zfwm1EZSx7D6rpszZk4b4221qBVrS3z8Iebz9T/4HNDzEnFH8REyZ4ye9ghqcJDqVbnMNUhThXlmYS1VpO5JjlaIV6zwK4TlAcK9H+JDDQbcFGDCA8u7JDz5ROqgX0PNKTmIdF6xyqv/vj9zuIHR0/pe0Ls+eZcLIQRGgYo2WohTGJ8xcqBDrYuP6tmrv+LZFD816s+r0UmbMO77pbmf2fG5Nkx2NiBFw0Vwt/tMKn5+gGUlG8/EzKHK2TvWVE+Xcq66AwkH0OKrT0fmyHNB1HIojM+hkfRvVMuLaubLJXRO0jsXOw652tDz7OSLOgI86Odbt2Ot5AhzTrKRfgy36nqlQ65Qg3G92W52WehaXeHCsLm9QaPF5E7mnorTyA6+lNKQCexil0k03Rajv2JQZQWQitBpvhDsxrtZS58PxzRtY8NRHHho5aRtDOc/7COe0FdvS42X0ry1CopEPCJI0PwDD/9jhQKUwm8e7Wmashp1wxFo2ysb4OoG7NxxD/RmTX1Uypuk7/PmchqEZoKdO0PYWtAAgQQKRUXTU1hjpOXmsZVdp9WqMWOqvmZeaRBpTQX04Z3EcYpwoQO2/CUISxlrJmrnxOTP1Ccceug+TrycmQnT2uxy3VB1rC/2/y3t92OYgX0Qn8hqabCoGbbohWg+9916vHo8SgVHnSJUbF3c3ekgoOolKeoDSL8ZkRtHNThq2wgAinCMSSnC9hk7V5bjF8QLVq+d5TLLAU5oy0ZWJL69UyOFuMbMnJa8NlBX+vBUwLIbV0apRXW45Df5ekunSfGQIqQt8lKCww4BLjn2iY1fVZol54pmWQ1tJRrb9aYwYEmklzU4jGPH9r1dn7jih1fjSEGSZHQBuz5D7O0OCHGj6k9Aaqn6F2ml9j7VohcMt067WAXmQfwBuZThUCp2yIOoV9rr3Y7/Rn1uWaWueZ+edOZLUVsKSBMyhH6Nj6NABy8/TrmH8WSiR3AJcqjAIpHFF76C6vSY7iYJ4xKjtXNNBG/m7BWZnNfwNFZK26cxnNaWiLo2VLJvkU2nDJY8K7Z6G08FIVZpk19gaaMj4ie37QwIAFuE2ER6y03K4lmOfXh0X0moEdSBvBa9awCi6zZu09x9wsJlk2JAKOFPbJYc1FCLRQUks2K9oKoy4El+/jdks23DrzhyxnfMsH8HRERL8HwB9Nfz4C8B8w8/+ZvvtmSOmJH2Tm//pG4x4RAqduhlOZvz2GUHeBsuns8q3P0SRVSOY1lgVgir6lz9u7sGO00JP9LDNFKo457aBlM2d70Ut6vEbWVOulGr1hML17IiTs34xXjYO6Rk9LlgG3TMcmgUnMOufrqfa95IzvfW6Zvz3O/sz31YkUyuNzYc723Cp3obFOqogjhfiIAHYSwpp7hKIWuim6S+N4FApbEigWErORWaWESRrXtAvNKztbs1xibrZGAmF6OISE0x2HHW8iBG7jfX8SessCeHr6OIB/lZk/T0TfCODDAL4+fffNkDpDf56I7jHzo5sM3NsUT7MZLBbd+y5r/b3esByhjb575x6DSUrtlvJqMWx4o+h6Wmmo7R28dC82o9RmeALlRe6Z7cdgK6vhanSSLVxmr5/XrY3lTxZG6KxJy/xtKb9i8UjM/oCpGl9qGUnEVn4sDfNvhcoS89f7cUnrBzQzmXNxPBub1a6RXiuHVhJXAktzB/R4Ybwu12MilCJzUu6jLv0sQjSVWKj19HqtOw8yP3u1VhPmb/NZxPrq1zNq79MMXAmBnlJ125bAXTP/t6KAnpKY2XYR+3sA3m3+1t3D5vfXnU7R1m/tWp1EJ3lpYno1hNFEcqkUMlWM30GLvtXzq0onFN14piUqZtxev/3dvsiW+TMjM/KU9jXTettr6ucq1IC+pnXs3ctMz5R1kPBRaFrSkbN1/OPHzCwZ4lwyuoWg0s1V62Xvt8w71OeiWGrgoXojWFRoee5qEXSmrDWC7HfX7dOyM+yzsVp/bR1eZx2fekz/vGfb5vEmxM/ABCCitwH4SwDeA+np+7uY+fOd434ewENIY7uJmb/uJudber3yq78VwI+bv38EwEcBfJSZHz7JgMlVeBtza8Y9goFDHWaJtabkMMVM7RhLWHpLtna71qLxmDDShMFNGEgaoQ8Jy3cLY1vmLdDPvGhaArIqvdEWmssMqsO8bYvGmKJTNERV20m2mqGO51K2rdyH3NdIEwYKqQxDnNXkn0FAqBmwFoXzmKD9iiUhyyZozevbdB2txhpr5+ud1gpKc9d50wEDJgyYclkIq9nbtXB2HTBh4AOGuJefOGCgA0Yc0jNu/8fUUKbW9Dk5KiNSBBVf/2oXAe6k81r63xazs9Rq8W19pvaY3rnXwUE3obt671vS9b3u/1PSdwD4SWb+agA/mf5eom9g5q9V5v8E5wN4HZzARPQNEAHwr+hnzPwRAB+5lfFvGB103bHtSyB/S/SCrW0OEzKnZvUMUlGm0GyUXhExZWiA+hVCMqiHDBFYBt4jHbfH/PM8MxPw87LTdqJUm/o2Okcd1BoT5ViLycUcJlm0dM73pdOWOktF+IjNw5jgk+ZVO1978yNwjl93pNU75breaPAiqEuCGUzt/dnzoHmxNvuMtCeyrq2OD059FrgundAyVZ2z4yClRfJemkA58cqXMt+kpTVsN2A66kM5psBoiY6o7TObYyWh7ZhDfR4hpmPYEto3pVMtgWdpLTwjJ/AHAPym9PtHAPxtFL/pnZx/pwKAiP4QgG9Lf74fwNsBfD+Ab0ylpU8d54cA/A4AeOWVV64//gmcvzchFQKCuPSaw/Qb02iGa8UEZjBJqWzpY6mLoxaGowjH6qDrOzWtptUKl5kmb5h/ZTVYSIprQVg5TJN2W9ewZ4CLC5uaiBcLfdi5ZMsCHgcMpUsZl+xmu2a9NQZQVTedCYm0lgEeB4wI8JCcWJehFWX+uel9RwD4pL1bH4C9DxtO2yNl6HoOAeJTSn87CmUuLFZmr99Ddf/pT6uVL11bBbpGLTnNXIZq9hrU0EBZNlkQdUno2XMw63JTYXCdEDj1Hf/4xz8OInpsPvoRZv7gjeZyO9r9KfROZv6UXJM/RURfujQlAP8rycb8s8z84Ruen+lOBUDqJqYdxb4KAvV8kJn/3xuO80FIb2K8733vu5VHcQrz72v/7TF1sky70RU/tr1Xe3i/TelXzZBQtENACq6RK1YEwQME2EgNHV+ZbOqrVWPN+huL82/iAlnVOHWCSQh1YTAgh2fm+Hi7Nolhk7mO4tg6P4dY1afPdZYIYJNQldemubeeEGAQHIdUrK+OYJLmNTGvZXADHEXseZU09eT0RA3R6DpaUiumB431oBMbCWYTt1So232QV83i/FQw6GCappRs7XpuM0imiUSz87X7oVrzJI7lOAMJtb4JtJZYLdiPCaLraEkI3ETzf+9734vXXnvtqfuX3CAR7O1E9FHz94cNgwYR/S0AX9Y57ztvMJ3fwMyfTAz+J4joHzPz37nB+ZmeJQT0nwF4FcB/lzTCqcGv7oT62vjN7Lk+41+OiijXaUxqlCzY9oU7ZjJbgYAIsCO4zAgGOGKBb6zzLwuUuvJnho2Yct/aXuctZXKcNDxbZTQ2LKINc21Jq1Yeo9rx2AgOFKGpvQG6jFeFSJ6LVkGSkF0fD7mbm+MgLTCTAD1gzElVeh2bk2GFX3vtvK5pHScM3fIV6qDVxC3WNpKp+F+bTyJCTIRkTBVogRpW0nyRVuufWS7GH3GMsoV2pHlMbW1qlVCTFPkUTL+l24zuexqK4eT7+ewxvsbMv3XpOyL6NBG9K2nv7wLwmYUxPpl+foaI/iqAXwvg7wA46XxLzzIK6A8A+APP6npKd7Vhehvcak1KveqJ5diioclnBUfOZZfJy4tP9Xm5gQdNOf67hYFabczGi9veuxX0oxp3ilLRypK9+20ZfxEetV8jZ4iyvS+XIZoloRTR0zBrYWkZrzDTEjNl11RDdrMVkKQa+6KFTxhm2qu9vtWWAYfIBp5Lpai1hIUtHdEr6ha0fAUPYASJ7lKLg483S9G5qZXgG809f99jws0+sr+3mn9l8TU/7fcV1NNYH7dJrxfzF2v3mVzqRwH8XgAfSj//WntA6sbomPlh+v1fB/BfnHp+S2/qTOCb0FwzvD2awT6mmFbvmJbxt9p/ZvHkM6QBLsKhvbacW/IGemQ16tLmpGioabAailqADoC5JinnCdls5JZsaeI2AYrhcgRLLnzWxOMTNedBHJla+E7BjEKmd4RZR2WeZBygHjFj4+3aWWZYPpfr6ootMf+MH5N5DqkYmmLwKuQl1NcbZeD0bnc9aKzdVz2rdIkK059Xvj02p5tYxafS6x0e+ox8AB8C8JeJ6FsB/CKAbwIAIvpyAN/PzO8H8E4AfzWhKAOAv8DMf+PY+cfohREAral6KvU2vdWcdOz8XdUnF2hPty+oLUFsxxDnnM/QALPLWmHBa4tZbiNQFCu2GpuN57Z17W15Y69hjyhRLQRTytmOyeVeNEFKQyaLcCv3qNZJhMtOcLLjGthH52YLsNm1bp9NOcZX1kEGqigVPMu+A3FKtzCG1u13ILTtX7XEgc7VPkenV2ITGmtyI3SeBE5QGOd5632p4FKx3PoXyn2WcwiMpaJp5b7KMy33Mb8HhQl7zNvW/+HmfPtclgTPKULjOnq9mT8AxGdgAqTAmN/S+fyTkCAaMPP/B+B9Nzn/GL0wAgB4ciFw3ZhA0fqv035c87c1t5VYVMWUkemSQ9LlPqlyTM0M9Dxuwg8TOy/av8Gmp1hj/7bBumvmpS9yhmXUEZ2Zf4kJX6J5MbNaSOn4tvCbrf1TjaVrZC27TgvJAQERsQhTw5DaOje6WkisWOdcXdPcC6GfxdxS9WybMhpkVMvA+hy8EQjFwqjWPs1S16ydK9A0lAeK8LHC2fxvyTY5qixFva8j1saxz25CbwTmz3hmFsAzpxdKAABPt6EsFNDTlIjnn82v34+YaJ10UWGShPVHqkse1/itLZSADN0wnODpRgBU0ARqTa4OGY31y2+O1zLRCsnYqJl871yf02qQbemFat3aujNadC3VvmEUJtpWzZS5lTmVZyY+h+AGIxw7TE018CQ4y3XnAql9dq7y1RQ7RMn6QpS02qqduycpNRKaPsJ6rdZyJBUQbTRQ/r4IcbFljOA3QQL571vgdr135Kb0RmD+AABmhOe0HvQLJwCA47hqSy32O8eDi7MxN7lYHKt5mRfMZ3stdSJrD1c9r474KONbp7PCLm0DEqDWaKycyoIILY7dan/zcEn7wtt+vla712sXaKrj6LXJch0FO4IAHZObubFen41HQGP/XRfzVsZny3tbKC02fgFmyhnSltFqT+fSUbiEe9p1WFwL1g5qKYGN3OL61tajwIG++r5AYJWFyARKHQF6Qr9aF+aU67LwDjRQUqsg3YYQeKMQv0Fk0W3TCykAbpotDGD2AtjfZZNro466i1e+pmFqrdZbaZXpuPa1UWEgL1ZJ3MlCgE0tGSjzTwy8yXYtxSXnTmgLUbRasmVglvlLUbZy3zajuNXQ8710nMttUpxdq5nFZRhnW/ZA11BCVB0o3Y8tyJavk/42zSxljakwuZxvoU1toOBa7S9haP9fj4A6uolhSke3TmYDdxXNXBz71s9TQUkgoLOHa9/HPJqnm4PSaP6tlaqhpzCCsNrDXA1Yjf2kQuANo/1DIaDnQ5C19EIKgFOpenEwf3n1pc6/W0GAGvYACjRjIYg8doN1WyevjlVf53qqSzfoHGqNX+dVXYet868fAWI1R4s15zVhK4QwG6MXYqnz61UVtfdkMe9i2dTssGi7aS5Uxs53Zp3W+W5DJUwrq84wwMVMYHO8Ld1Q7R2Swm4AUlJYzMJFLQEVwva+9NkUqEd+0fWywihVaTIrMq9Q2/qvqufAMSfUzfMAWsFjrtNYbkvXXKInzc6/U+K3+gG8RUdoDgs92fmWigao9HQvxlLAyBKzrTR/c18thNITRktZp915Gcav47cJTdU4qU6+db7aVerdByDau0PB6C3Ze8pRXIzM+NoIIRsmq0KjXC/1gWBTJiGdbyOqdB5a4dNCKks0t4LSvdH8uei9lD/m8M5141MqbW73t1VE9Bybc/E8wT6W3rIA3qKKMkMz2u2xCJj8UlRmtGXqMY/VaseAbMCbChhNFpJwzfpzOy/VGL2BD9q5t5/3jrPMIVfA5FqY5HmBi0besQayZt2EMRaN3+f1cs24dj5W61aN2sI9tnLnDGPX/sXiOU3CwatdkzV/WyajDqcsQiAS4BGyNQAg5wOIa7bkMlxHM8HMAMwaapmNihHb52+0fACSH4Enc9z2BEHeyw0c9GYlxls9gV9oqrDMxMCXYBxQzcgs9Rh4+cwUXOA5M2vx48p5t6DNKU4PA+nMIRfOGL6tapkOko5nqeyE41jdr85f4+QtYzomrJT5e1NuYTZ3U8fIRkgFGqBs2CrMVqj0hI6Sau+eglnDOHtWyhwrtIXQEdJN9nZ5KtX9aAimWgOAgdlylFGLv9cRP5Z6a1yurIKpMPil+6vG0z3CDCb1N+ksjj/PU+m2w7CfCfGNSkG8qegtAXANWebfEwLHzrM/LfVeqsSWiubItSVwqvbfMp46Sax2BLaM1jVhh5qgJDWM4jwpjOeMqA3/tCGjun6W+bfOTaVc7Do7WDUUVGN5CJ5S43vUlgRIHdFFo86WjkbVEM8ETEs6r5yER3MrTwrYNUXTuhaeMnQAJElhqjREKvFKtdCfKwLXUe9YxfOreRutv62hJHqMdqHr5wHUgqof3fY80bNIBHs96IUVADeJBKqYv362ENHRntc64nqMvK5HL1gzCXfN1wFqp25SF/MLLB/V40vRBxTnItXau2WCufiZmS8lpus4pLLMMYd3Mkz0jRFWlmRMlPk11ovt59uuRdGJ52uqEUdtqYoql4IkAkjxe81ZyGMY5m81Z3ud9rr6X5+7ZdyyDPaoeREzDUxlSCR+xJyh2utaX0OP7Dn2uHk+Sn/ftYleNdlkQqr3XrqfJUbfRlnNrnuNFfBGsxCYS1jw80YvrAC4KS1qNW1EDWqG0qsLpC/SUgZngNE02cIMtp5RKQ2R2Pziy+pTjoKGhdpM0pb522xjS9KSpowdUucvc1NVNrBrtHfLZBhkolVqJpGhEmB2XplLSIIxSotEQ7bOjifpl7tUc0nW0WL2NWWYhIqIqtaXi+/HCoYe9ZQNXVP7t96Pwnft/GwkWZ4n1TBWjkQyjL99piW72ORrGOFrr2W/k+/7fpMlWhICOtabgd7KA3iLMi3BOtdRywSXygwARdsX5uWyxliVJm4cbaXMQ3m5rOapzsiCK8fZS3xcKzT3wcidwIBUjygz2pjbF+rYoQrAnI87D1mMeR3mxzIcTWCWMtNlTVO2b6q0qdX92xIKx+7N3iMMTBLJJsapwE2zNc1UrqNW+Ff3lZz1LUTXWgGtRZAzjPN9CSxl16WdQ1ZRTI2h8n2yWKr9afcUV5bT09CbxScQ37IAXmyqirVVmnjtI7iOtERDWyLY/tRx9XgAswJls3EXXnadu36+5FS051ZQRpu0ZDRgYYZ1gKrUBSpOZV0XD2C6titAmW97X1Yrtb/bOWnUjUY/5fk84btbtGdXCcX2OVl4sGjoc4jxGPPP43WS4awF0z2n+TwLgea69u/yHOfwkNyTEcILUGkLW52y/9+s9BYE9ILRdRilxXNbsgyhxed7MM0xTdv8kS5ezP0Wejj1BTz24rbzs4XIeuNr7X/tkesoYqQJnqbsUJZyFIBWALX3LVZNUaAra6RrKZQkJ4WrInyOYIlc0GuXev9aB7S9Ls36HLjsALUlpSMlsIw9JgyVL6M3d5cjfeZKQ1tWoxVw+rvVsHtCu7vvjF+ix/Rnx6YeBq1AcrP51L6RJeind91TLIQ3uhXADIS3ooCeP+ppaU+yEe3Gr62BflbwkgZ43ctSMYU2eoaQhMR8/teF8VXQVIfx28/zPJjhXcjzHl3AQBMGChjokJl0sSpcZTlYhgwSMdCLJqm0bfUtcMiROTElXul9ZBGb5pidwK2WnHwFWjm1Tj6jzNV1bQIPUuPHlKgWp3hhmP3nUWv+fUxdIsusYNY5ncL8y16bx9/rvbbUEwg9Z3O7bt3s7Cfcz/1z3piCgN+KAnr+6Uk337XaVqVV9xvGVz9tNIseQ3XtGRuxo4WcLdNp52KFjl94MWt8m7oMS+c4uBJd4xAxuAkjDimsdMraueLMWiDNMtC8NokZM3yGjWZr08TsH4PcKAWworEA7JoKUze1fXg5qiXCIyQLoG2f2Zur+aDL8PuWlNGyF5zW7bNcskSuyyjuUXtNWxyvvqVlCPF5JWZ+ywfwFi3TMZO71awBjfbAjFlbjU8+KKGCyvwrRpgL/BjIwqJGBuOd5wDUDuBTLQS9XwJLg3owBgrwmCS5CgV/j/AZNpnigMA+fS7ObGWQ1nGr3b30OjrnVsNmEJhchmdU0Mh3xekNYwFw0uw1TFTnApjQ23yPdWy/OrzzWhKq33tE5h51Pr3nrvfY0/ZtWW4VyPZ5EDhp/YrbhzwegNlzNwuIKlMZNGP+M6vmBaa3LIDnlJ6sMuhpx1vGy5kFCAkDVEZJi85ZDYucwQNN57G2oJsVOG1NehUkWsqghq9KbwEHVGGKvTh+DSX1FKA1cRSXD+xxwIgpDjjwUIeNUt8SUTgjFyqr4vQNhu8G6NU1kqX4FMq4KmwXwzOTFaO+CJgzlWJnDf7/9q41WLKqOn/f6TuAqPGBREFMDSZGSxOdIGp8JFICBkl8jEo0GgIajaYkiUZLMP6IlJUqYvmMGhCJOmU0ShSVIhSIGNREo44EGBXfgwadAjVYGoiB22flx95r77X32ed0970zfe/t3l/Vqe7z2o/TfdZaez31e/Saaju/U7pqStNC5Cjl74/PJPZns4sCsRqcVhvLkafvsMdbUWYbU0kr8Q9pLnoMwUMCQ97XImBRGcAmTL23uTFE/HNCFe/pGsbsllbobcNmr7ef5X7TYiw61nFGMKLgMVdHAAActUlEQVRu2ccAyDioXVK/89T9sD+tQlQVqJJKif/YS/5K/EOmSzvuTDItFqpJiH+DMVd88fgVrMo23CHbcIe4fsaixe6Dqdi1U/Aeyudi++vOs/9ey3DzsWs8hDLIBmPomiVvPxBfs6mPfyDHEmsN2N+lMf+B3lxO2RYD8caub5NNlHABgBQVNrr/yWVZIagReJptPSB5T5JXkPym/7xH4ZoHkrzGbD8l+VJ/7jUkv2/OnTypz8oAZsAk4j/rvZbY5y+Ynp+EUk4X/czVUHasdhVhVxMuYrbHRpARnb5rdBtLl1ApkgycBUYQxmKIo+3DEcJRUog9UdOAg+O0fdhxuM/y77FWWIJr/yd9mVWnFSTy+2YdD3t+A/u8p2m7xFwWCxKigSdt68RZAK4UkQcAuNLvpyMR+bqI7BCRHQAeDuA2AB8xl7xJz4vIpZM6XHoV0CTMoh4qvbD9L2255m7putw/v3+sVhLVwuSpITkaUVuT42bUGYtTYZT70Ouc5aFBKykBV+JsJVVrUCSRFJPpYzg6pvisWteuNH4FMAqGWR1PY2avifDy9nQOqryhXyvpMwpzFVc9Sz2NGsTEevZa9WFKVlmGmbjnFst1UtLKbVZ9UyLMQ4irhP7rctVU+mwlzdOUCQfhHj/vtahMp8GmdgWVueUCeiqA4/z3XQCuAnDmwPXHA/i2iHx3rR1WBoCyHWCWPEE5JutHp5euJo1D87ykTCIafvWVzqXLaaDeNKLSoWQrDHWlxChZiWhi6cCGKJ08RH1J4NL+PcMy6TTckVFC/MeGyY3ho4NNAfi8H30GNlitNJ6QPkHCjWHuth13rHESYOLOaVUmKdF3z4nBBjHpP1Mafwi6QzmpnWQ2F3u//W6J/6zIifZamcOmJf4ecwoEu7eI7PP97SP5ixOufzaAf8qOnUHyjwDsBvByEbllqIHKADxicNfaJJw8lQFgJenpX+61vkC5yiePNchVQwQ6GSJLCIRG2oSoalsx7UJ3rtMQ+d4+M0k07zeqmdIxEZppMxLXvG0gNWTH9VI3d5Pk7rVDBmV04w3iOcuU8xKd9F48cV7pXGPKDf09dOwjtBhxNek3v99/6WUC06KUJyqX3Nfy/mx64o+ZjMD3Irnb7J8vIufrDslPALhP4b5XzzImkgcBeAqAV5nD5wJ4rR/yawG8AcDzh9qpDGCdGI4YHvJV776ws3sj+fuSvPL9bTiJXc2Frs6tfakTQuolfqDFCtpw31iazrWleQWVRlYu0rU4Sl0aTaCWTX8QmYCrTKVErLjqMsS+WB2rkD/HxhQo8Q/9iTJIXw+BsQCNJtZL+gc7T8Suyqz3TunZufZGHUJt4yYs8ScFK1hNPHbsM877ELDT9hCSUpj2WOnaRTclykwM4EcicmxvUyIn9J0jeRPJI7z0fwSAmwf6eRKAq0XkJtN2+E7ynQAumTTYygDWgT7iny/33cvZn2oYmO0lEjDLLjrjvYbhCONxOz4BM91yLHgOuORuij4Xxtx/P/Qtjq2Es2L6mpJIRYbhvDSKni89SdNKYw3HxRRTEbULjIAmEsUWo+A7nz5bpwbKV0o2SV9OmDV3kEvjAAAjiJTz8ATmqqsWralg6hjb1acdlx8JRFgM8CpByGI229huWcW2eBCMx3NZpVwM4DQA5/jPjw1c+wfI1D/KPPzuTgBfntRhZQAGsyxF17psLREmlbT7k25Fm8G0Noe+YDPA18c12SJ7x2kIJqBGwG7tWus+2NdWZ8xZTYEQLMUWYzRogo89oWmNox0hqm3yJzJU+7ikm0+Yod+jRAN5HG8DYVuUjAE1BEcPpWAglhC/3RlPuFeZsGcCrp3UXpB7KwXbhSf+gK7mzG+XqatCPiJJVxM53FPw42VZx5+rmdbKBDa7+gfwKqD52ADOAXAhyT8G8D0ApwAAySMBXCAiJ/v9QwGcCOBF2f2vI7nDD/mGwvkOKgNYAyb9aSdlT9Tv0xqLh9rJ29L8nJPaVgPuJKKt0rJDEwhLI+Pw4peKyaSSa5m5lRLYWeNyIPpSlkBD+34VEPf7vWhKBviwEsmIe2IglXJBeZ1HzEcUc/Ko1K+xGKXxlZAHs1kk/v6Fa/JnravPvv9kH/GO9qutlbf/gGBOXkAi8mM4z578+A8AnGz2bwNwWOG6U2ftszKADMO+/pNfAnt/rlZJE44Z42aQ1AcqUhkf7fLYJNHb26hTldonEZ6iSsQYRqEVvow0bpOzJaoeNq6EZOf5RFWIEnub7iIYqXUuTAmm3h8MoWgBn9NHn1PUtOf2hIKnT0i37dNlM6p+9Bn0PbU8Klild1uDQOMUkroJAqRF3NP8PjEyOc5Bn2SXcbnc/7mBNlxn/ltRBdX4IbSBoadCRGpPsIxgWbGokcCVAWRYa4bQnPCHl4eS6Lj71DiYQKinWWKXVgJqjLXSflENNUXbjmpEzTdFAvG3DMDl5/F5f7Jc+kBqqHTGYNfeGM57B4TLG+SJl9VZdyKJ4Qq8h2P2OTP18899/AMBBYKE33qDr5tvrKesz1SzloqPDUhWMaLqHEbGgjQBXtDBe7tFH1nNE8HpbxvVM226b+MskFVpMKqgdOWprKebLjvHgdDzb51VRS0JubSYVd1TfHky4m8NfH2Sfux/9j9efKHLqoI+ZmQJc1m9IEm9WUv8m9bozBvfFlM9tkr8SV+SHnf9NmFsrfe+KRGnEvHPdf125WXnpLWNw7i8B86YK+Z69bJqEpfZ2FaXqKZtMkQo21WOv8lJ7X58aWZPS/jTZHD+8YbxquDQmOvj53SqoGlWh0N6/gPBHDYTRIDx6njyhVsQlQEUMI0v8zRL4lyC6+untOQu3VP27DA67EzC1jZK6qOcGTn4tNJJGzHDJIAQ8EVIRvy17T5XQUbDb04sM6OyeJ2/XksjqSoh02AvOy+bLdXOM843Mt7cgGzdMDVwrZG2k2ojMBRxQXKaaG4SEbSrHCXMYZWiz7TAwNI2GNrQzKkafFYi0NPag/L5JX0m/7lyRPFasHWkf4e6AqgAMJnw58tpe9x9dg2lJcKf6N6Bjotf6QXsqDUym8K0L21OMNQd0BL/nDAq4Q+RyUwZlH5qUFNuFE33u2NK1FYCENEIHf3/0wyWyf0mtYH4lYWrGObrHwgdcSawKq6gvLB1cQzGyyZfPamdJZeiVZ2n9gwXmObOtSCgAXQ+wM4Z0ktMOarK9LsVGIr/tULA1hDyFZJtf9Gl+6kgUm0Ay4b9nR6ir40+6SwJSvL3KeHqU9tMQs5o8nEFMmDUGLnPeCAObABxUnTbjNICMBwlK5K+8VnCOK1NwhJ8Ox+7oukYRLNnqWc0t41lrKsyQmM8jxoQDY2rpcYZB4N7nIuNMxC/OhhhHFQ1SsgbXUXoCoAaGldKBZ0+t9IqLu63mUsoi8+997l2hJThoL+1YstJ/6hG4KXFWpNUle4p+VDHczYZl/dzl7FhAF5qlXHIQe/6MSuOoI4oFyTXa+33pPatN1jm87Y+8snY2WDMxvnMM55rOQorgF6XWDp7QiwM07ULaCaipmAXGVJH2DQORPTdp7k3bSs+o2DUJbAiq+G7MgFdBbh7o7eVbc8a4K23VIsGjWVa1OTZMRUzsrGUnltkNMPxIbYtfR52nPm9oT3PPKyKcn8zga2GtrPiXQxUBrCfMSuz6F8BtInKBeLTq4XMnV1DckrYSwyoq89NjplUEuJZQ9/4nKrHjbOlSwYXiH4WuNWZmyf+UQeuHkBxPLZAi/reQPXzgaDZ+eaSc5eR5c+gMycl/uKZIV2JyuQZZXaHPlgpesQWYxN8Z73CNCFdMRldLv2XUlf3eIxNQ7BzFWEflp34u9evrgCWDtEDYxqD73TeQtOobKzuP6gu2IRVQWujRBkJTYNuwrbQf18x8jA+QhUR8XwszwjASPWq748rCKuWsSuUXE2jBlzthhBvePaeMmbuoWA7jOorew9Vxx73U88jPdYwfW5WTVXaIMDYLxsaXVEV1WGZy2UGZSDKuNRKoZL8yOfzSesox9TRpToK6zXEJmqjfHVl7U4lj6ECs52t760nSQsE7XxSQcwdlQGsE7PECEySpIJE25NuwEnZqQ0gfPX++Xm+GauLz/u3qgFBTPQGlCVLS/j1nlQdkvaf9xclYEcKW45CYXbXRlSA5ePXFUGbp0iABlbpfmofUGjyu7jv1F2rWHFBXJI9A+rKy7FW67MfmFoSeNclmDqWhq3LEQTn0aQxGUQb1EDBSC1AQfOTuIba511C76rSqAatvSERBGwW1IG2lgoCtG1lAEuJIZfQWQPEpkFQvdDp3R1ty6R2o24JKpBgpIx1efuikkv2gXIpxv4c+VZadmMYJf2UVhp6h65SnD595GVklZCbuKow0m5MlhZ145qGuvGG1lw9pPeVnrGmaIiJ2rz+X+w1NPUOJDIFOy/HdaFqt3TF6IOssjHYZ5uvwkpqM6vS6ZO+4/8m/Z07aiRrN+ipuGbbLI1lrdiK0r+iqoAqEqw1H1C8v+vJY+9taQ3D3ShNq3MvtalBRqrqSIKNJkisZLdOcd/c7AojHMty/Ng6s7afVlM8u4PhXFdtlKpDQtsCk36hq57QRGz2niQNdfa9lOJZj9PHCJTmImQa7Rva8XaSwuooj+a1krcdW/7b5ONTxqf3ds4b5KofxwZjDqc882c1/joIBFKNwMuLboKtoeX3bK6ilmilUrUaCkN5E3efegWxvES3/vnCXF2SExFrPwDS/DTjWDC8Jwgml7JzlZK2JR3PGe0VQYIOx3weHHdekmfT0qRW9obURo3QkOiNZOIhgqxtmJIdd8KoIGhLaY9tcrqMOVl1UCegLfTn02KYeeVttxiF9vpUTPpsh5LB2b6LjKQQM1H6ffMgxfViK0v/qEbgiv0RHZy/TLkPemwnqlYQ9M+a832UEJ7esUxZ7cvB5PdB1Fs3BeLQkTIzYpu2pmkLMvVSkDSNKkIiMxpFsh3uiTn4DcMJxJMIS4jEPNItYDMkFYOmkA2k7JkzRdoE+ww66p8B20oJKqnHdlLiX0pzMdSWvXfi9VP856dtZ6ujMoCKQcz6oqQ5W4A+RhAlYJP1cYBgTCL8pbqxwY4AGSQSk6JLS0TPqmimhc3hk7cXxgIT16ApEtgk0nWu0nFtpwRf2+8yZyND9xD8EjMpXTlJfz/Unh4PSQULapx4fUqwc+k/xyIQ5nlARDAe11xAS4++6OBZXqRc3xpPdIuGu/btC9x4qbmc6sASRQCdiNxOqgKwQ/A7Em9vGUBrDI4578tEMVbKyjNXRj28JVwx/5AaWt0KIVVJqA5cUzlTBC3iqkLnrISzKH27B1pU74yYStuauFkLvuR2GXetScXdw6jLdpWMuKP7W+XN0Tx9m7LbtTcKz66/hrEJlOtBn71oWiwKk5EF9QKae5Jvko8gOSb5THPs2SSvJvnSeY9nVpRz+Uyr90+JfyJliiT78Z6usVg9TRKiSa8OoQtgUuIfkrsVDIolqdfC3T/q9Ncx+mbqFUtMUyOrz43vN3XFbDHC2DORsTGClvoCumqPkHFTygbUEVu3ocUKVtONYxeMxRYjjjHiGCscYxvvwAirzk8f44QQthihlQZjcZ82t1Fkh2NfsN0Y07NMn+H5FWI07G8SCX2shBa3cfrfke5vS/av7OxvW9riONqwTYtFIf7wNoBptq2Gua4A6ArK/i2Ay7NTzwbwCADvI3kXEfmfeY5rVnS9ZybrSvOXwRp1hU0gkTZTZOn6vrHYMfQZAOM9k937clXU0BhsG7kkCwCa0VMzVypTUuK/KqNwzF0vaEiMxBG4ZJ4mgVowBptVT66jH0oP7e5XoyiDRFzS/ztmFQvaOylf7x0n7UZjrlstlBYCQfq249bVTsag+/4XRJtkLB3yCisdH7SHmHHGMaDzfX/YCDY/qhfQ/sKfAfgwHLG30H+ioPi6bC6UlsV9TGBICgqpHpQJiPglfPelsyhHaBrp1xCV5BpJ3UGBslEytjnshmjPaVbMfkaVEmwAgfiPMwYQCSgxYkrgdcxqGA2Rz5KeG6oN0BhDqo1rUAOrlawBJNHVqRupEn2nssqzkYo34DvV1KiwUup6aVHakBPIttUJ4jIJ7vLnk7c5LYYYfZ+qM3oLTe8pt9UgmE9JyI3A3Ng3yfvCVao/r3D6IgC7AewWkZ/Na0zrwX5JD1GQ2OijZMNLLk7idZJe15UyjieV+hN1iJXmrQ98YYXQWQkIk3uSsYZNVRPdTZFewUAQdRtLg7E0WG2bhCmMpQmkVTNp6parV6xevq+mrpWurVrF7jcY+2euBW/acJ2bSxY8hpjbp5ExRu2q22Q1pHrQVYI+i9bMOWw6M0lHFMce/xcAYknHwu9WmrdVm+X/mWmQq4XsuBYaImhXx1Nt6wHJU0h+hWRL8tiB604i+XWS3yJ5ljl+T5JXkPym/7zHpD7nuQJ4M4AzRWRM5pKp7AKwa5pGSOKggw4+AMObHbnENIvErJ+p334zsY3+lzYlxw4xl0/fsl/P5SUII1ln6K1EQGIEcZkhjk1/TTanMYgVcekgxm0aOzBiA7JBo7EQwX89jlnlY8fE7AqhRYMsZYZhQe54/mzjIrSBy7pqscptGGGEEVbQyqiT0G0EenvBqPObemtAYHrWldX2q+kmGqz6J9oC2TPXuef/He0r/X/YhXWOLkM3LRWu796dY1pV4VbEnFRAXwbwdADv6LvAq9HfDuBEADcC+CLJi0XkqwDOAnCliJzjGcNZAM4c6vCAMgCSLwHwQr97NwAf8MT/XgBOJrkqIh+dop33wj0YHHzwwXjazp0HaMQp9u7di6OPPnoufc0TizivRZwTsJjzmuec9uzZA5K3mkMXicipMzUyp0AwEbkecELuAB4J4Fsi8h1/7QcAPBXAV/3ncf66XQCuwgQGwI0odUbyPQAuEZEPzb3zGUDyVhG580aPY39jEee1iHMCFnNeW21OJC+DE1qnwSEAfm72zxeR82fs7yoArxCR3YVzzwRwkoi8wO+fCuBRInIGyZ+IyN3NtbeIyKAaqMYBVFRUVAxARE7aX22R/ASA+xROvVpEPjZNE4Vja5biN4QBiMjpG9FvRUVFxUZCRE5YZxM3Arif2T8KwA/895tIHiEi+0geAeDmSY0tgxPvenDRRg/gAGER57WIcwIWc16LOKd54YsAHkDyaJIHwcVQXezPXQzgNP/9NAATVxQbYgOoqKioqEhBcieAtwI4HMBPAFwjIr9D8kgAF4jIyf66k+G8KkcA3iUif+OPHwbgQgC/BOB7AE4Rkf8e7LMygIqKiorlRFUBZSA5IvmfJC/x+0eS/CTJj5G8y0aPb1aQvB/JfyV5vQ8y+Qt/fKvPqxMMsxXmRPIQkl8gea3/Pc72x19D8vskr/GbSnvbSO4iucf/hq8ybR1HcjfJ123UfMxYZpqXP/dQkp/z1+8heYg/vmnmtfAQkbqZDcBfAng/nJsqAJwD4CEAngzgxRs9vjXM5wgAx/jvdwXwDQAP3srzglv6fhvA/QEcBODarTInOC+Ou/jv2wB8HsBvAngNnOtffv1zAHzAfz8UwA0Atvv9DwK4E4A3AHjQFpvXCoDrADzM7x8GYLTZ5rXoW10BGJA8CsDvArjAHB7BhdO6TMNbDCKyT0Su9t9/BuB6APfF1p5XCIYRkdsBaDDMpp+TOGiyw21+G9LDCoA7k1yBI4q3A/ipP9f48xs+3zXM64kArhORa/39PxYJ4debZl6LjsoAUrwZwCuBJLnJ2+BCs18M4B83YlD7CyS3A/gNOOlsK8/rvgD+y+zf6I9tiTl5NeM1cG56V4jI5/2pM0heR/JdJo/LhwDcCmAfnGHv9RINexcA+CyARnwU6UZixnn9KgAheblPBf9K09SmmtciozIAD5K/B+BmEfmSPS4i3xWR3xaRJ8sWSVRXgteJfxjAS0Xkp1t8XsVgmK0yJxEZi8gOOB/uR5L8NQDnAvhlADvgiP0b/OWPBDAGcCSAowG8nOT9fTuXi8gxIvLyec+hhBnntQLgcQCe6z93kjzet7Op5rXIqAwg4rEAnkLyBjiVwhNIblopchaQ3AZH/N8nIovggz0UDLNlICI/gcvXcpKI3OQJaAvgnXCEH3A2gMtE5A4RuRnAvwPozRS5GTDlvG4E8CkR+ZGI3AbgUgDHbMiAlxiVAXiIyKtE5CgR2Q4XXPFJEfnDDR7WukGXWeofAFwvIm/c6PHsJwwFw2xqkDyc5N399zsBOAHA13zkpmInXGZIwKl9nkCHO8MZVr82zzFPgzXM63IADyV5qLdvPB4uoVnFHFFzAS0+HgvgVAB7vH4WAP5KRC7dwDGtCyKySvIMOCKiwTBf2eBhTYsjAOyiS+vbALhQRC4h+V6SO+CMnzcAeJG//u0A3g1HOAng3SJy3fyHPREzzUtEbiH5RjhmLgAuFZF/2ZihLy9qIFhFRUXFkqKqgCoqKiqWFJUBVFRUVCwpKgOoqKioWFJUBlBRUVGxpKgMoKKiomJJURlARUVFxZKiMoCKBCTvTfL9JL9D8ks+Xe/OCfdsJ/nloWsG7j2druCF7l9A8sFT3nucpu0+UCD5Wf+5neRz1nD/6STftv9HVlGxflQGUBHgo4Y/CuDTInJ/EXk4XJTtUQew29Ph8twAAETkBSKyaSJCReQx/ut2uLQMFRULg8oAKiyeAOB2ETlPD/gEa28FghT8GZ+98WqSj8kbGLqG5Ct94Y9rSZ5D8plweW3e54uF3InkVSSP9def5Nu4luSV006C5PF0RX32+AyUB/vjN5A827e5h+SD/PHDSV7hj7+D5HdJ3suf0xTH5wD4LT/Ol+WSPclLSB7nvz+P5DdIfgouEhumnw+T/KLfwrmKio1AZQAVFg8BcPXA+ZsBnCgixwB4FoC/m/Yakk8C8DQAjxKRhwF4nYh8CMBuAM8VkR0i8r/aCMnD4ZKHPcNff8o0E6CrKvUeAM8SkV+HS3fyp+aSH/mxnQvgFf7YX8PlfjoGwEfgaqrmOAvAZ/w43zTQ/xEAzoYj/CfCFapRvAXAm0TkEQCegbTuREXF3FFzAVX0guTb4VL13u6J1jYAb/O5XcZwOd1z9F1zAlwem9sAQCYUq4ZLevZpEdk75fWKBwLYKyLf8Pu7ALwErtYDAGg21C8BeLr//ji4RGUQkctI3jJlXyU8CsBVIvJDACD5QaT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