diff --git a/docs/source/tutorials/.ipynb_checkpoints/01A_quickstart-checkpoint.ipynb b/docs/source/tutorials/.ipynb_checkpoints/01A_quickstart-checkpoint.ipynb deleted file mode 100644 index 849a0219..00000000 --- a/docs/source/tutorials/.ipynb_checkpoints/01A_quickstart-checkpoint.ipynb +++ /dev/null @@ -1,1745 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 1A. Quick-start" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "> Authors: *Valentin Christiaens* and *Carlos Alberto Gomez Gonzalez* \n", - "> Suitable for VIP *v1.0.3* onwards \n", - "> Last update: *2024/07/08*" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Table of contents**\n", - "\n", - "* [1.1. Loading ADI data](1.1.-Loading-ADI-data)\n", - "* [1.2. PSF subtraction](1.2.-PSF-subtraction)\n", - " - [1.2.1. median-ADI](1.2.1.-median-ADI)\n", - " - [1.2.2. Full-frame PCA](1.2.2.-Full-frame-PCA)\n", - "* [1.3. Is the point source significant?](1.3.-Is-it-significant?)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This quick-start tutorial shows:\n", - "\n", - "- how to load Angular Differential Imaging (ADI) datacubes; \n", - "- how to use algorithms implemented in VIP to model and subtract the stellar halo, and search for faint circumstellar companions in the post-processed images;\n", - "- how to quickly assess the significance of a point source found in a post-processed image." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "-----------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's assume ``VIP`` is properly installed. If not, follow the instructions [here](https://vip.readthedocs.io/en/latest/Installation-and-dependencies.html). We import the package along with other useful packages which are installed together with ``VIP``. The ``hciplot`` package aims to be the \"Swiss army\" solution for plotting and visualizing multi-dimensional high-contrast imaging datacubes." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "import vip_hci as vip\n", - "\n", - "from hciplot import plot_frames, plot_cubes\n", - "from matplotlib import pyplot as plt\n", - "import numpy as np" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the following box we check that your version of VIP is recent enough to run this notebook." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "VIP version: 1.6.2\n" - ] - } - ], - "source": [ - "from packaging import version\n", - "vvip = vip.__version__\n", - "print(\"VIP version: \", vvip)\n", - "if version.parse(vvip) < version.parse(\"1.0.3\"):\n", - " msg = \"Please upgrade your version of VIP\"\n", - " msg+= \"It should be 1.0.3 or above to run this notebook.\"\n", - " raise ValueError(msg)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{warning} \n", - "Your version of VIP should be >=1.0.3. If not, close the notebook and run for example `pip install vip_hci --upgrade` in your terminal.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`VIP` also allows interactive work with `DS9` provided that it's installed on your system along with ``pyds9``. A `DS9` session (window) can be started with: " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```python\n", - "from vip_hci.vip_ds9 import Ds9Window\n", - "ds9 = Ds9Window()\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{note} \n", - "If the above fails but you have `pyds9` installed (`vip_ds9` is only a wrapper around `pyds9`), you may find the [following troubleshooting tips](https://community.lsst.org/t/ds9-communication-via-xpa/2242) useful (e.g. step 4).\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The *ds9* methods will allow interaction with the `DS9` window. For example, for sending an array to the `DS9` window you can then simply use:" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```ds9.display(2d_or_3d_array)```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`pyds9` is an optional dependency of VIP. Instead, one can also use ```hciplot```'s ```plot_frames``` and ```plot_cubes``` routines - as illustrated in all the tutorial notebooks - for visualization and interaction with your images/datacubes." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "(1.1.-Loading-ADI-data)=\n", - "## 1.1. Loading ADI data" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In order to demonstrate the capabilities of ``VIP``, you can find in the 'dataset' folder of the `VIP_extras` repository: \n", - "- a toy Angular Differential Imaging (ADI) datacube of images (`naco_betapic_cube_cen.fits`),\n", - "- the derotation angles required to align true north in each image of the datacube (`naco_betapic_derot_angles.fits`),\n", - "- a non-coronagraphic point spread function (`naco_betapic_psf.fits`).\n", - "\n", - "The dataset was obtained with the NACO instrument of the Very Large Telescope (VLT). This is an L'-band dataset of beta Pictoris published in [Absil et al. (2013)](https://ui.adsabs.harvard.edu/abs/2013A%26A...559L..12A/abstract), obtained using the Annular Groove Phase Mask (AGPM) Vortex coronagraph. The sequence has been heavily sub-sampled temporarily to make it smaller. The frames were also cropped to the central 101x101 area. In case you want to plug-in your cube just change the path of the following cells." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's load a couple of utilities related to FITS files:" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "from vip_hci.fits import open_fits, write_fits, info_fits\n", - "from astropy.utils.data import download_file" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To inspect or retrieve the data, the easiest way is to provide their local path to the relevant functions in VIP - as illustrated below.\n", - "\n", - "Here we use the `download_file` utility of `astropy` with the `cache` option - which equivalently stores the local path to the file after downloading the data from an online repository:" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "from astropy.utils.data import download_file\n", - "\n", - "url_d = \"https://github.com/vortex-exoplanet/VIP_extras/raw/master/datasets\"\n", - "f1 = download_file(\"{}/naco_betapic_cube_cen.fits\".format(url_d), cache=True)\n", - "f2 = download_file(\"{}/naco_betapic_psf.fits\".format(url_d), cache=True)\n", - "f3 = download_file(\"{}/naco_betapic_derot_angles.fits\".format(url_d), cache=True)\n", - "\n", - "# alternatively, for local files simply provide their full or relative path. E.g.:\n", - "#f1 = '../datasets/naco_betapic_cube_cen.fits'\n", - "#f2 = '../datasets/naco_betapic_psf.fits'\n", - "#f3 = '../datasets/naco_betapic_derot_angles.fits'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's first inspect the FITS file using the `info_fits` function:" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Filename: /Users/valentin/.astropy/cache/download/url/916f9dc5548cc5a02ae424dbd987fc6a/contents\n", - "No. Name Ver Type Cards Dimensions Format\n", - " 0 PRIMARY 1 PrimaryHDU 7 (101, 101, 61) float32 \n" - ] - } - ], - "source": [ - "from vip_hci.fits import info_fits\n", - "info_fits(f1)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The FITS file contains an ADI datacube of 61 images 101x101 px across. The length of the derotation angle vector for this observation is thus also 61." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{warning} \n", - "The *convention* in VIP is to always consider you are providing **derotation angles** as input, not **parallactic angles**. Derotation angles are the angles to be applied to the observed images (with positive offsets measured counter-clockwise) in order to align them with north up. These are essentially the *opposite* values of the parallactic angles plus some instrument-specific offsets. The additional offsets can correspond to any internal reflections affecting the orientation of the field of view, or to a correction for the true north orientation which may drift over time and requires dedicated instrumental calibrations. These additional offsets should be checked in the manual of the instrument you are using.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's load all the data in memory with the `open_fits` function:" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FITS HDU-0 data successfully loaded. Data shape: (61, 101, 101)\n", - "FITS HDU-0 data successfully loaded. Data shape: (39, 39)\n", - "FITS HDU-0 data successfully loaded. Data shape: (61,)\n" - ] - } - ], - "source": [ - "from vip_hci.fits import open_fits\n", - "cube = open_fits(f1)\n", - "psf = open_fits(f2)\n", - "angs = open_fits(f3)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As a reminder, you can use '?' after a given function to know what it requires as input, and what it returns as output. For example, to know how to write a FITS file:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\u001b[0;31mSignature:\u001b[0m\n", - "\u001b[0mwrite_fits\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mfitsfilename\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0marray\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mheader\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0moutput_verify\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'exception'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mprecision\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m<\u001b[0m\u001b[0;32mclass\u001b[0m \u001b[0;34m'numpy.float32'\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mverbose\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m\n", - "Write array and header into FITS file.\n", - "\n", - "If there is a previous file with the same filename then it's replaced.\n", - "\n", - "Parameters\n", - "----------\n", - "fitsfilename : string\n", - " Full path of the fits file to be written.\n", - "array : numpy ndarray or tuple of numpy ndarray\n", - " Array(s) to be written into a fits file. If a tuple of several arrays,\n", - " the fits file will be written as a multiple extension fits file\n", - "header : numpy ndarray, or tuple of headers, optional\n", - " Header dictionary, or tuple of headers for a multiple extension fits\n", - " file.\n", - "output_verify : str, optional\n", - " {\"fix\", \"silentfix\", \"ignore\", \"warn\", \"exception\"}\n", - " Verification options:\n", - " https://docs.astropy.org/en/stable/io/fits/api/verification.html\n", - "precision : numpy dtype, optional\n", - " Float precision, by default np.float32 or single precision float.\n", - "verbose : bool, optional\n", - " If True prints message.\n", - "\u001b[0;31mFile:\u001b[0m ~/GitHub/VIP/vip_hci/fits/fits.py\n", - "\u001b[0;31mType:\u001b[0m function" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from vip_hci.fits import write_fits\n", - "write_fits?" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The `info_fits`, `open_fits` and `write_fits` functions are wrappers of `astropy.io.fits` functionalities.\n", - "After using `open_fits`, the FITS file is now a ndarray or ``numpy`` array in memory." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you open the datacube with ds9 (or send it to the `DS9` window) and adjust the cuts you will see the beta Pic b planet moving on a circular trajectory, among similarly bright quasi-static speckle. 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- " }\n", - " if (!js_urls.length && !js_modules.length) {\n", - " on_load()\n", - " }\n", - " };\n", - "\n", - " function inject_raw_css(css) {\n", - " const element = document.createElement(\"style\");\n", - " element.appendChild(document.createTextNode(css));\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.holoviz.org/panel/1.3.8/dist/panel.min.js\"];\n", - " var js_modules = [];\n", - " var js_exports = {};\n", - " var css_urls = [];\n", - " var inline_js = [ function(Bokeh) {\n", - " Bokeh.set_log_level(\"info\");\n", - " },\n", - "function(Bokeh) {} // ensure no trailing comma for IE\n", - " ];\n", - "\n", - " function run_inline_js() {\n", - " if ((root.Bokeh !== undefined) || (force === true)) {\n", - " for (var i = 0; i < inline_js.length; i++) {\n", - "\ttry {\n", - " inline_js[i].call(root, root.Bokeh);\n", - "\t} catch(e) {\n", - "\t if (!reloading) {\n", - "\t throw e;\n", - "\t }\n", - "\t}\n", - " }\n", - " // Cache old bokeh versions\n", - " if (Bokeh != undefined && !reloading) {\n", - "\tvar NewBokeh = root.Bokeh;\n", - "\tif (Bokeh.versions === undefined) {\n", - "\t Bokeh.versions = new Map();\n", - "\t}\n", - "\tif (NewBokeh.version !== Bokeh.version) {\n", - "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", - "\t}\n", - "\troot.Bokeh = Bokeh;\n", - " }} else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(run_inline_js, 100);\n", - " } else if (!root._bokeh_failed_load) {\n", - " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", - " root._bokeh_failed_load = true;\n", - " }\n", - " root._bokeh_is_initializing = false\n", - " }\n", - "\n", - " function load_or_wait() {\n", - " // Implement a backoff loop that tries to ensure we do not load multiple\n", - " // versions of Bokeh and its dependencies at the same time.\n", - " // In recent versions we use the root._bokeh_is_initializing flag\n", - " // to determine whether there is an ongoing attempt to initialize\n", - " // bokeh, however for backward compatibility we also try to ensure\n", - " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", - " // before older versions are fully initialized.\n", - " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", - " root._bokeh_is_initializing = false;\n", - " root._bokeh_onload_callbacks = undefined;\n", - " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", - " load_or_wait();\n", - " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", - " setTimeout(load_or_wait, 100);\n", - " } else {\n", - " root._bokeh_is_initializing = true\n", - " root._bokeh_onload_callbacks = []\n", - " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", - " if (!reloading && !bokeh_loaded) {\n", - "\troot.Bokeh = undefined;\n", - " }\n", - " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", - "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", - "\trun_inline_js();\n", - " });\n", - " }\n", - " }\n", - " // Give older versions of the autoload script a head-start to ensure\n", - " // they initialize before we start loading newer version.\n", - " setTimeout(load_or_wait, 100)\n", - "}(window));" - ], - "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.3.4'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = false;\n var Bokeh = root.Bokeh;\n\n if (typeof 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console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof 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document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.holoviz.org/panel/1.3.8/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var 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\n", - "" - ], - "text/plain": [ - ":DynamicMap [time]\n", - " :Image [x,y] (flux)" - ] - }, - "execution_count": 8, - "metadata": { - "application/vnd.holoviews_exec.v0+json": { - "id": "p1004" - } - }, - "output_type": "execute_result" - } - ], - "source": [ - "%matplotlib inline\n", - "plot_cubes(cube, vmin=0, vmax=400, backend='bokeh')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's fit the PSF with a 2D Gaussian to infer the FWHM, determine the flux in a 1-FWHM size aperture, and get a flux-normalized PSF. This is done in the `normalized_psf` function defined in the forward modeling (`fm`) subpackage:" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FWHM_y = 4.926059872957138\n", - "FWHM_x = 4.675778895005929 \n", - "\n", - "centroid y = 9.010992107833063\n", - "centroid x = 9.01917912265807\n", - "centroid y subim = 9.010992107833063\n", - "centroid x subim = 9.01917912265807 \n", - "\n", - "amplitude = 0.10032285220380603\n", - "theta = -38.446187060503874\n", - "\n", - "Mean FWHM: 4.801\n", - "Flux in 1xFWHM aperture: 1.307\n" - ] - } - ], - "source": [ - "%matplotlib inline\n", - "from vip_hci.fm import normalize_psf # fm is the forward modeling subpackage, with various tools for the characterization of point sources and extended signals.\n", - "\n", - "psfn, flux, fwhm_naco = normalize_psf(psf, size=19, debug=True, full_output=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "4.800919383981533\n" - ] - } - ], - "source": [ - "print(fwhm_naco)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{note}\n", - "The `normalize_psf` function performs internally a fine centering of the PSF. The input PSF should nevertheless already be centered within a few pixel accuracy for the fine centering to work.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's visualize the normalized PSF with `hciplot.plot_frames`. Feel free to adapt the `backend` argument throughout the notebook: `backend='matplotlib'` (default) allows paper-quality figures with annotations which can be saved, while `backend='bokeh'` enables interactive visualization." - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_frames(psfn, size_factor=4)#, backend='bokeh')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's finally define the pixel scale for NACO (L' band), which we get from a dictionary stored in the `config` subpackage:" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.02719 arcsec/px\n" - ] - } - ], - "source": [ - "from vip_hci.config import VLT_NACO # config is a subpackage with configuration files and parameter/dictionary definition\n", - "\n", - "pxscale_naco = VLT_NACO['plsc']\n", - "print(pxscale_naco, \"arcsec/px\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "(1.2.-PSF-subtraction)=\n", - "## 1.2. PSF subtraction" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "When loading the ADI cube above, we assumed all calibration and preprocessing steps were already performed. In particular, the star is assumed to be already centered in the images. If your data require additional calibration/preprocessing, check out tutorial `2. Pre-processing`." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{warning} \n", - "VIP's convention regarding star centering is:\n", - "\n", - "- for **odd** number of pixels along the x and y dimensions: the star centroid should correspond to the central pixel of the image;\n", - "- for **even** number of pixels: the star centroid should be located on coordinates (dim/2,dim/2) in 0-based indexing (i.e. on the top-right pixel of the 4 central pixels).\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "(1.2.1.-median-ADI)=\n", - "### 1.2.1. median-ADI" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The most simple approach is to model the PSF with the median image of the ADI sequence, subtract it, then derotate and median-combine all residual images ([Marois et al. 2006](https://ui.adsabs.harvard.edu/abs/2006ApJ...641..556M/abstract)):" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "Starting time: 2024-08-08 19:59:08\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "Median psf reference subtracted\n", - "Done derotating and combining\n", - "Running time: 0:00:02.055235\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" - ] - } - ], - "source": [ - "from vip_hci.psfsub import median_sub\n", - "\n", - "fr_adi = median_sub(cube, angs)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's visualize the final images:" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_frames(fr_adi)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Strong residuals can be seen near the center of the image, with a faint potential point source in the south-west (bottom right) of the final image." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{note}\n", - "As per usual convention, north is up and east is left in all images shown in the tutorial. Note that for the images of some instruments, te x-axis may be flipped (i.e. east would be right instead of left). This is for example the case for Gemini/NICI or VLT/ERIS-NIX. Double-check your instrument manual.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "(1.2.2.-Full-frame-PCA)=\n", - "### 1.2.2. Full-frame PCA" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's try the Principal Component Analysis (PCA) algorithm ([Amara & Quanz 2012](https://ui.adsabs.harvard.edu/abs/2012MNRAS.427..948A/abstract), [Soummer et al. 2012](https://ui.adsabs.harvard.edu/abs/2012ApJ...755L..28S/abstract)), and set to 5 the number of principal components `ncomp` considered to create the model PSF." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "Starting time: 2024-08-08 19:59:10\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "System total memory = 17.180 GB\n", - "System available memory = 3.672 GB\n", - "Done vectorizing the frames. Matrix shape: (61, 10201)\n", - "Done SVD/PCA with numpy SVD (LAPACK)\n", - "Running time: 0:00:00.289980\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "Done de-rotating and combining\n", - "Running time: 0:00:02.372778\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" - ] - } - ], - "source": [ - "from vip_hci.psfsub import pca # psfsub is the subpackage containing PSF modeling and subtraction algorithms\n", - "\n", - "fr_pca1 = pca(cube, angs, ncomp=5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's visualize the final image. This time let's set the `grid` option on, to better read coordinates from the image. Alternatively, use the `backend='bokeh'` option for interactive reading:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_frames(fr_pca1, grid=True)#, backend='bokeh')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The improvement is clear compared to previous reductions. Very low residuals are seen near the star, and the companion candidate appears as a bright point source surrounded by negative side-lobes." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "(1.3.-Is-it-significant?)=\n", - "## 1.3. Is it significant?" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's see whether the candidate is significant. For that let's first set the x,y coordinates of the test point source based on the above image:" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "xy_b = (58.5,35.5)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's compute the signal-to-noise ratio at that location, following the definition in [Mawet et al. (2014)](https://ui.adsabs.harvard.edu/abs/2014ApJ...792...97M/abstract), using the appropriate function defined in the `metrics` subpackage:" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "S/N = 7.7\n" - ] - } - ], - "source": [ - "from vip_hci.metrics import snr\n", - "\n", - "snr1 = snr(fr_pca1, source_xy=xy_b, fwhm=fwhm_naco)\n", - "print(r\"S/N = {:.1f}\".format(snr1))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "One can also calculate a S/N ratio map over the whole image (this may take a couple of seconds depending on the size of your image):" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", - "Starting time: 2024-08-08 19:59:13\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "S/N map created using 5 processes\n", - "Running time: 0:00:02.894057\n", - "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" - ] - } - ], - "source": [ - "from vip_hci.metrics import snrmap\n", - "\n", - "snrmap1 = snrmap(fr_pca1, fwhm_naco, plot=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "```{warning} \n", - " S/N ratio is **not** the same as significance ([Mawet et al. 2014](https://ui.adsabs.harvard.edu/abs/2014ApJ...792...97M/abstract)) !\n", - "```" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Let's convert the measured S/N ratio (Students statistics) into the equivalent Gaussian \"sigma\" in terms of false alarm probability. This first involves calculating the radial separation of the candidate, for which we use the `frame_center` and `dist` convenience routines to infer the pixel coordinates of the center, and the radial separation of the point source, respectively:" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "from vip_hci.var import frame_center, dist # var is a subpackage containing various utility routines\n", - "\n", - "cy, cx = frame_center(snrmap1)\n", - "rad = dist(cy, cx, xy_b[1], xy_b[0])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now let's use the `significance` routine in VIP to operate the conversion:" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "At a separation of 16.8 px (3.5 FWHM), S/N = 7.7 corresponds to a 5.2-sigma detection in terms of Gaussian false alarm probability.\n" - ] - } - ], - "source": [ - "from vip_hci.metrics import significance\n", - "\n", - "sig = significance(snr1, rad, fwhm_naco, student_to_gauss=True)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "**Congratulations!** The detection is significant! You obtained a conspicuous direct image of an exoplanet! Although from this image alone one cannot disentangle a true physically bound companion from a background star, this source has now been extensively studied: it corresponds to giant planet $\\beta$ Pic b (e.g. [Lagrange et al. 2009](https://ui.adsabs.harvard.edu/abs/2009A%26A...493L..21L/abstract), [Absil et al. 2013](https://ui.adsabs.harvard.edu/abs/2013A%26A...559L..12A/abstract))." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "You're now ready for more advanced tutorials. If you wish to know more about:\n", - "\n", - "- basic usage but using an object-oriented framework --> go to **[Tutorial 1B](https://vip.readthedocs.io/en/latest/tutorials/01B_quickstart_with_objects.html)**;\n", - "- pre-processing functionalities available in VIP (star centering, bad frame trimming, bad pixel correction...) --> go to **[Tutorial 2](https://vip.readthedocs.io/en/latest/tutorials/02_preproc.html)**;\n", - "- post-processing algorithms leveraging angular differential imaging --> go to **[Tutorial 3A](https://vip.readthedocs.io/en/latest/tutorials/03A_psfsub_ADI.html)** or **[3B](https://vip.readthedocs.io/en/latest/tutorials/03B_psfsub_ADI_as_objects.html)** (the latter for Object-Oriented example usage);\n", - "- metrics to evaluate the significance of a detection or the achieved contrast in your image --> go to **[Tutorial 4](https://vip.readthedocs.io/en/latest/tutorials/04_metrics.html)**;\n", - "- how to characterize a directly imaged companion --> go to **[Tutorial 5A](https://vip.readthedocs.io/en/latest/tutorials/05A_fm_planets.html)**;\n", - "- how to characterize a circumstellar disk --> go to **[Tutorial 5B](https://vip.readthedocs.io/en/latest/tutorials/05B_fm_disks.html)**;\n", - "- how to characterize a companion in a disk using JWST observations --> go to Tutorial 5C (to come soon);\n", - "- post-processing algorithms leveraging reference star differential imaging --> go to **[Tutorial 6](https://vip.readthedocs.io/en/latest/tutorials/06_psfsub_fm_RDI.html)**;\n", - "- post-processing algorithms leveraging spectral differential imaging --> go to **[Tutorial 7](https://vip.readthedocs.io/en/latest/tutorials/07_ifs_psfsub_fm_planets.html)**;\n", - "- the difference between FFT- and interpolation-based image operations (rotation, shifts, scaling) --> go to **[Tutorial 8](https://vip.readthedocs.io/en/latest/tutorials/08_imlib_and_interpolation.html)**;" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": false, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": true - }, - "widgets": { - "application/vnd.jupyter.widget-state+json": { - "state": {}, - "version_major": 2, - "version_minor": 0 - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/docs/source/tutorials/02_preproc.ipynb b/docs/source/tutorials/02_preproc.ipynb index 793b5049..d42ba04b 100644 --- a/docs/source/tutorials/02_preproc.ipynb +++ b/docs/source/tutorials/02_preproc.ipynb @@ -1429,7 +1429,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1455,7 +1455,32 @@ "Starting time: 2024-10-25 12:32:55\n", "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", "iterative bad pixel correction\n", - "0% [############# ] 100% | ETA: 00:04:22" + "0% [##############################] 100% | ETA: 00:00:00\n", + "Total time elapsed: 00:08:03\n", + "FFT-interpolation terminated after 2000 iterations (Eg=128.66735803045128)\n", + "Running time: 0:08:04.003971\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Starting time: 2024-10-25 12:40:59\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Done replacing 246 bad pixels using the median of neighbors\n", + "Running time: 0:00:00.758231\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Starting time: 2024-10-25 12:40:59\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "iterative bad pixel correction\n", + "0% [##############################] 100% | ETA: 00:00:00\n", + "Total time elapsed: 00:08:35\n", + "FFT-interpolation terminated after 2000 iterations (Eg=149.44966252802703)\n", + "Running time: 0:08:35.980815\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Starting time: 2024-10-25 12:49:35\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Done replacing 247 bad pixels using the median of neighbors\n", + "Running time: 0:00:00.846468\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" ] } ], @@ -1482,9 +1507,40 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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qiCOOqPJOXL/99psuuugi7bnnnuHtc99999W1114bdX+9uvmONX9OjlNUxcz05JNP6qijjlKrVq2UlZWlVq1aaeDAgbrmmmuiTvOjjz6qQw89VE2aNFF2drY6duyo448/Xt9++23UOuLZT4snjyXn7V/Iq6++qqOPPlrt2rVTdna2mjdvrn79+mnu3Llat26dJMXdt6ju2cr/93//p6OOOkotWrRQVlaW2rRpo8mTJ+vDDz+M+vmK7dqiRYs0fvz48Pbfs2dP3XDDDQk/0cxJ/zjWb1bVcjAz/e1vf9N+++2nvLw8NW3aVIcffrjefvvtuJ6tGm+b4+RYWWZmpqZNm6ZNmzbp73//e1zLyakrr7xSbdq0UWlpqW666aak1JEIW7du1UUXXaSuXbsqJydHbdq00axZs2Ieh3aTTcFgUHfffbcGDBigwsJCZWZmhp/JPWfOnKjZX1paqnvvvVeDBw8Oty+dO3fWqaeeqhUrVsScH7d9laps3bpVN998swYOHKjGjRuH27pRo0bpkUceies7qnv2dKz2v+LrGzdu1DnnnKNOnTqF96evueaa8HGDn376SSeffLLat2+v7Oxsde/eXX/5y1+i1lexrVmwYIGGDx+uJk2aKC8vT/vvv7+n7eKjjz7S9OnT1blzZ+Xk5KhJkybq1auXzj///Kh36nz//fc1adIktWnTJnysd9SoUfrvf/8b9fvj2ZetOH9vvvmmRo0apebNmystLS3iN9i2bZtuuOEGHXjggSosLFROTo66d++u3//+9+E8iObbb7/Vaaedpu7duysvL0/5+fnq2bOnTjvtNH3xxReS4m+TqmsHv/76a82cOTN8nKVJkyY69NBDw3dr2lWy9gWRZIY6q2PHjibJ5s+fH/X9bt26mSS79NJLK7137rnnmiRLS0uz/fff344++mg74IADLBAIWHp6uv3tb3+rVOb111+33Nxck2RdunSxKVOm2GGHHWZZWVk2efLk8PQsWbIkotygQYNMkr322msRr2/fvt2GDRtmkiwnJ8cOP/xwmzx5srVv394kWbNmzeyjjz6qNB2STJL98Y9/tEAgYAMGDLDJkydbr169TJIFAgF78skn416OZmbr1q2z3r17myTLz8+30aNH24QJE6xZs2YmyTp37hwxX/fcc49Nnz7dWrZsaZJsxIgRNn36dJs+fbrdc889cdUZmo9dl8v06dNNkp155pmWn59vHTt2tEmTJtmwYcPCy3/s2LERZc4991wbMGBA+LcJTcv06dNt3rx54c+VlJTYpEmTTJJlZ2fbQQcdZEcffXR42eXm5toLL7wQ8d1LliwxSdahQwcbPXq0ZWVl2aGHHmpTp061ffbZJ/y5xx57zHJyckyS9ejRw8aNG2dDhw61Bg0amCSbOXNmxPcWFRXZXnvtZZKsefPmNmrUKJsyZYoNHjzYWrVqZZJs/fr1Zmb21FNPhZeLpIj5mz59uq1duzauZb6r0Dr75ptvVvm5uXPnmiQbNGiQo+/ftm2bZWdnW2Zmpm3dujXqZ2JtH2bOttPQMurSpYtJsgEDBkSsA/GuIyETJ040SfbII4/EPb8333yzSbLCwkIrKSmp9vPXX3+9SbKmTZtaMBgMvx5a3tOmTbMmTZpYq1atbMKECTZ+/Hg799xzzWznetmxY8dK35votsrNNmlm9uabb4bX74EDB9rkyZNt+PDh1rRpU5NkXbt2tV9//bVSuarWCTfiWQ9Dy+QPf/hDuF2dNGmS7b777uHf9Pvvv7fzzz/fMjIybOjQoTZx4sRwe92mTRv77bffIr6zqt/ozTffDLcNu+22m02ZMsWGDRtmmZmZNmHChJi/0VdffWUtWrQwSda6dWs7+uij7YgjjrDc3Fzr37+/9e/fv8rfMFpe3nzzzZaWlmaSrHfv3jZx4kQbOHCgZWVlmSS7/PLLnSzuhNb35ptv2vTp08NtdK9evcLb7bnnnmvz5s2zESNGmCRr2bJlxHYd2lYqOu+880ySXXXVVY7mJ7RO/v3vf7fnn3/eJNkJJ5wQ8ZlXXnnFJNkxxxxjZjszbsWKFRGf+/Of/xzO1UMPPdSmTJligwYNCs//+PHjI9oDM7OXX37ZMjMzw8tg4sSJNm7cONt///0tOzvbxowZE/H5UBsyd+7ciNefeeYZy8vLs9zcXPvXv/4V8Z7TDDMzW716dXhfq3HjxjZ+/HgbO3asFRYWWpcuXWz06NFV7qdF47bdCG0zs2fPNkm233772dSpU23QoEH2xhtvmJnZl19+Gd5mW7dubSNHjrRRo0aF92V69+5tGzZsSMj0uPXqq6+aJBs4cGDU9yu2K1OnTrXc3FwbOXKkjR07Ntw29OnTx7Zs2WIDBw4M79MdddRRVlBQYJLs8MMPr/S98+fPD+9f7OrGG28Mr8/777+/TZ061fbbbz+TZOecc07Mdu6xxx6z9PR0k2R77bWXTZ061QYOHGiBQCBcLlpXLFb752YfLh6h6Zg9e7alpaXZwIEDberUqXbAAQfY0qVLzSx2m1ZWVmZHHXWUSbKsrCwbPny4TZ482XbbbTfLy8sLr4+7LtfQ8h47dqzts88+VlhYaKNGjbIxY8aEf8eOHTtGrI/33HOPTZgwwSRZgwYNKu0L7uq2224zSXbSSSfFvSyc7Jvuuvx29eWXX4b7EW3atLFJkybZkUceaQ0aNLCBAwfaQQcdFDWvQu3teeedZxkZGdanTx+bPHlyuJ+SnZ1tb731lt12222WlpZmBx10UEReN2zY0L777rtK09OlSxfLysqyPn362OjRo238+PHWs2dPk2QZGRn2xBNPxL2czMr3UWPtm4f2q2NtV9H2D0J5F2pzJ0yYEPGdX331VfizCxYssMaNG5sk69Spk40ePdpGjBgRfm348OG2Y8eOiDpD03riiSdadna2derUySZNmmSjRo2y66+/3szMXnvttaj7+xWnd/r06ZaZmWlDhw6NWO7Z2dn27rvvVlpObvdJq5KsdcRNRpSVldnYsWMrtQGdOnWynJwcO+2006KuA7GWtZm7dTWU+8cff7y1a9fOWrZsaePHj7cjjjgi3Pb369ev0npRndB0HnTQQTZs2DDLy8uzkSNH2oQJE8LLqrCwMOrv52Z5VpVF11xzTXh7O+CAA2zq1KnWr18/k2S///3vo2aRl3U3VNfZZ59tgUAgnA2hNjIjIyPqMZcffvghvF43b97cJkyYYKNHj7ZGjRqZJOvbt2+lPkNV873rfER7vbrjFFXZsWOHjR8/3qTyPveBBx5oU6dOtcMOO8zatm1bafsMBoN23HHHhZfB0KFDbcqUKeHlmZeXFzWL49lPiyeP3bR/ZmZz5swJf3/v3r1typQpdvjhh9tuu+0WkUXx9i1i7WubmV1yySUmKdynnDp1arh9Sk9Pt/vuu69SmVC79oc//MGysrJsjz32CPcRQvtSZ555Zly/aTyc9I+r+s2qWg6nnnpqeL0aNGiQTZkyxfbcc09LT08PH+fZtQ100+Y4PVb23HPPhdcVJ5wcEzv77LNNknXv3j3i9dC2Hm2/OR5ey4eWb//+/e3AAw+0vLw8O+KII+zoo4+21q1bmyRr1aqVffvtt5XKusmmmTNnmlR+vHvYsGE2depUGzFiRLj/+NRTT0V8ftOmTTZ48OBwVg8aNMgmTpxo3bt3N6n8uNnHH39cqR63fZWqLF++PDx/eXl5dthhh9mUKVPs4IMPtoKCgkrfF6uvUNVxEbPY7X/o9TFjxtgee+xhLVq0sAkTJtjw4cPD+1WzZ8+277//3lq1amXt27e3SZMm2ZAhQ8JtxtVXX12pvlBbc8YZZ1haWpr17NnTpkyZYoccckj4GM0555zjaFmZmV177bXh8rvvvnt4H3OPPfaIOv933313+PN9+vSxqVOnhvsGkuyyyy6rVEc8+7Kh+TvttNMi5m/48OHhY7s//fST7b333ibJmjRpYsOGDbNx48aF27xOnTqFM6eihx9+2LKzs8O5O2HCBBs3bpz16tXLAoFAuB2Mt02qal/wueeeCx+b6d69u02ZMsWGDh0a/m2PP/74SmWStS+I5GJgug6ramB68eLF4Q32gw8+iHjv7rvvNqn8YOKnn34a8d6CBQusUaNGlpWVFRHGW7duDe+Yn3vuuVZWVhZ+78svvwx3sKJ1rGMNslxwwQXhTnrFMjt27LBZs2aZVH7guri4OKJcqJ7CwsJKnahQQ7T77rvHWmxRTZ48OdzJq3iAdfPmzXb44YeHdw535WUAKTQfsQZQJNnFF19spaWl4fc+//zz8AGbt99+O6JcdR06M7OLLrooPJ8//vhjxHuPP/64paenW+PGjSMOuoU6fJKsXbt29s0331T63s8++8yys7MtJyen0sH+pUuXhkPvgQceCL/+wAMPmFR+gHjXYCgrK7PXX3895m+fKMkemH755ZfD4RdLrHXIzXZqVvWOXzzrSEho53bWrFnVfjbk2GOPNUk2ZMiQuD6/YMGC8G9acX0MLW9J9rvf/c62b99eqWysAxTJaKvcbpMrVqywl19+OWIazMoPfIcOaJx22mmV5i3RA9PxrIehbSE7O9tefvnl8OulpaV29NFHm1Q+sNK0aVNbtGhRxLyEdqCvuOKKiO+M9Rtt27Yt3LE+66yzIpbnp59+Gj6QH+03Ch2AmzRpkm3bti38+rJly8InZVT1G+66Xbz44osWCASsWbNmtmDBgoj3PvvsM2vXrp1Jstdffz3msosm0fVVddCjqh36XT355JMmyQ499FBH81NxYLqsrMzatWtnjRo1sqKiovBnjjnmGJNkr776qpnFHph+//337fPPP69Ux08//RQeYHvsscci3hsyZIhJsoceeqhSuQ0bNtg777wT8Vq05XXrrbdaWlqaNW/evNLn3WSY2c4TeA4++OCIg8vr1q2zAw44ILwMnAxMu203Qttwenq6PfPMM5Xe37p1a3gbueSSSyLytaioyKZOnWpS5QF4t9PjVuhg5vnnnx/1/Yr7JF26dInoNP/666/hAz1777237b///hH7dD/++GP4wO3ChQsjvjdWPn766aeWnp5uaWlp9vjjj0e899BDD1kgEIjazv3888/hg/A33nhjxHsvv/xyuKMdbZ8m1kCVm324eISmIz8/v9K2ERKrTbvllltMKh90+frrr8Ovl5aW2plnnhlxQKKi0PKWyk/u3LhxY/i93377LXwAe9eTaKo64WlXH3/8cXg9iVci90379u1rkmzKlCkR+zErV64MH2CMlleh9jYQCNjf//73iPdCBxe7d+9uDRs2rJTXoYH7XU8cMis/SLTrYFDo9YyMDGvatGnMg/NVqWrf3MnAdEh1A7U///yzNW3a1AKBgN1+++0RbdOvv/5qQ4cONanySWUV9+X+8Ic/VGrTzKofmA5Nc8W+UGlpqR1//PEmVT7I72WftCrJWEfcZkToBJCWLVva4sWLw6+XlJSEB2WirQNV7bu4WVcr9h1mzJgRsc0tX748/Ds4OeG24nRK5QeOf/755/B727ZtCw/g7XoCjNvlGWub+fjjjy09Pd3S09MrDQY/9thj4YPbsQZuna67Zju37dzcXHvllVci3rv22mtNkhUUFNiaNWsi3gvt/4wePdq2bNkSfv2XX34Jt4vTpk2La753nY+q5i/WcYrqhLaZTp06RfRxzMoHoV9++eWIfbw77rjDpPKLKD755JOIz4bWw8LCQvvll18ivqu6/TSz6vPYbft36623mlQ+qBXaT6/ovffes+XLl4f/H0/fIlbf5IUXXjCpfCDupZdeinjv3nvvNUmWmZlpX3zxRcR7oXZNkt15550R773yyivhE/N37Ve45aR/XNVvVtXJsFL54OJbb70V8d4NN9wQntdYA9NO2xyz+I+VrVu3zgKBgOXl5VXap6mKk2NiDz30UHh6Kl6wkCoD01L5cbZly5aF39u2bVs4Iw888MBKZZ1m07Jly8JtU8XfMWTx4sUR9ZuZTZs2zSTZUUcdValtvemmm0ySdevWrdLxEzd9laqUlZWFB7aHDx9eqT3btm2b/ec//4l4LVkD05Js1KhREccdPvroI8vIyAgPvJ5yyikR69nTTz8dbksrljOLbGt27WdUPJnwxRdfrGoRRQht7zk5OfbPf/6z0vtffvllxD7SZ599ZhkZGRYIBOzBBx+M+Ozzzz8fPmF/1zY0nn3ZivP317/+tdL7wWAwfMHSrFmzbNOmTeH3SkpKwifN7HpM98MPP7TMzEwLBAJ26623Vqp76dKl9uGHH0a8Vl2bFCtrVq9eHR5IvuKKKyIuWvjggw/C/fm77747olyy9gWRXAxM12HRBqY3bNhg//d//2c9evQId4QqKisrszZt2pikSo1GSKijUfGMyAcffDAcZtHOLgl1SqN1rKMNsmzbts0aNmxokuzZZ5+t9H1FRUXhzvrDDz8c8V6onltvvbVSue3bt4cbsIo711VZtmyZpaWlWSAQqDQAaFZ+ACl0AHHXncpkDkzvu+++la4aMzM75ZRTTJL96U9/ini9ug7dunXrLDc313JycmzlypVRPxM6q/0vf/lL+LWKHb5dQzMkNLAfOktrV++//354nkJC69muB2yrEu/OdrziHZj+y1/+Yt27d7djjz3W0fdfd911JsmOO+64mJ+Jtg653U7NEjcw/X//93/hDlG8Ro4caVL5Qdh4fP311+Hf9L333gu/HtqhaNKkSaUrCUJiHaBIdFtl5n6brEpRUZFlZGRY8+bNK72X6IHpeNbD0LYQbTAodHA/1s7tv/71r6g7r7F+o1BHtX379lF/o1Cna9ffaOHChSaVXykX7QrNp556qtp2ddftInTwLNaVYo899phJ5VduOZHo+hI1MP3NN9+YVH51rxMVB6bNzC6++GKTZPfff7+Zle975Obm2m677RbeRkK/hZMDSKF25+ijj454PXS2drSDAdFUXF5lZWV21llnmVR+0tr3339f6fNuMmz58uXhfYcvv/yyUplPPvkkvAycDExXpap2I7QNRzt72GzngdSjjjoq6vubN2+2Fi1aWEZGRtzLuarpcevII480SVHv3GMWuU+y6wERs50nVQUCgagnQISuGNr1oG2sfDzhhBNMkk2ePDnq9IwZMyZqO3fFFVfEPLBlZhGDtruKNjDndh8uHqHpqCrDYrVpoSut7rrrrkpliouLwwcAYh1satCgga1atapS2UcffdQk2dChQyNedzIwXVxcHJ63igPfVUnUvukbb7xhUvkB6XXr1lUqE7paKVpehdrbXdtBs/L1IFQuWl5/9NFHJpWf2OtEaJAs2jZVnar2zZMxMB06sXn27NlR31+5cqVlZmZa8+bNI/bZQuvw7rvvHnFAt6J4Bqaj9Vt//vlnk8pP7qu4X+Nln7QqyVhH3GZE165dTZLdcccdlcps27YtfKcBJwPTVYm1roZyv127dpUOQpuZXX311VVmZCyh6QwEApUGLc3M3n33XZPK7/5TkdvlGWubCQ0gT506Ner3hU6Uq2rg1sm6a7Zz2z7rrLOi1hkatLjyyivDr4XuspKXl2erV6+uVObDDz80qfwK0or7h4kYmI51nKIqa9asCQ8AxOpz7yp0wkG0Y1HBYND22WefSsvFrPr9NLPq89hN+1dSUmLNmzc3SZVOvozFy8D0oYcealLsKw5Dd1k58cQTI14PtWvjx4+PWi50nMHN7xyNk/5xVb9ZrOUQOkngwgsvjFoudLJ1rIFpp22OmbNjZaGrg6Md/4zFycD0iy++GJ6eigOsFQcbY/1VdQwkkQPTTz/9dKX316xZY3l5eSZVPvZblWjZFOo/jh49Oq7vWLx4sQUCAWvTpk3EYGFFRxxxhEmyf//73+HX3PZVqhIa2G3durVt3rw5rjLJGphu2LBhpUF6MwvfmaxDhw4RFyyEhE4s3/VigFBbE+s4Z2hg9rDDDos9s7sInVB7ww03xPX50IV4sdq70F0adp2GePZlQ/O3ax8qJHTyUO/evaPe5bKsrCx8Z5SKfenQ3XHmzJkT1zyauR+YDt1hr+Kxl4pCd97s1q1bxOvJ2hdEcvGMaR+o+CzZwsJCjRgxQt99950eeugh/fnPf4747CeffKJVq1apS5cu2nfffaN+X+j+/m+//Xb4tQULFkiSjj76aGVmZlYqc8wxxzia5g8//FBbtmxRkyZNNGrUqErv5+XlhZ8tGHqO866ilcvOztZuu+0mSTGfDbKrN954Q8FgUH369NE+++xT6f22bdtqxIgRVU5LMhx11FFRn420xx57SIp//kJee+01bdu2TQMGDFDbtm2jfibab1/RhAkTKr0WDAb1wgsvSJImT54ctdx+++2nhg0b6pNPPtH27dslSf369ZMkXXvttXrwwQddP4+zJsyePVtff/21HnzwQUflQs93b9q0qaNybrfTRApNc6xn1CeCmVX5/rBhw1RQUODoOxPdVlXkdpt8++23dc011+j000/XzJkzNWPGDJ122mnKysrS2rVrKz3DPtGcrIdHHHFEpde6desW1/urVq2Ka3pCz+SaNGlS1N9o+vTpVZYbOXJk1HkZM2aMo/Xl119/1fvvv6/c3NyoeSIldjur6fqiCS239evXa8eOHa6/J7TfEXpW7iOPPKJt27aFn3tUneLiYv373//WH//4R51yyinh7eKuu+6SJH3zzTcRn99///0llW+/CxcurPL5eRVt3bpVEyZMCD8b65133lGXLl0iPuM2w0L7Dn379lXPnj0rlendu3fUfYp4uW03Jk6cGPX1//znP5Jiz2Po+celpaVRn5NWU+1YvO1VRkaGhg8fXun1UHvUoUMH7bXXXjHfd9pe/e53v4v6fnXtVazMiVUulkTsw1Un1roTy8qVK/Xjjz9KkqZNm1bp/aysrGq/c7/99lPr1q0rve52X3fX+hs2bCgp/n2ZRO2bhvZFRo4cqSZNmlR6/8gjj1RhYWGV3xEtb5s0aRLeNtzk8apVq3TPPffo3HPP1QknnKAZM2ZoxowZ+vLLLyVVbntTUXVtWdu2bdWtWzetXbtW3333XaX3x44dq/T0dFd1Z2RkaOTIkZVeb9WqlRo3bqzi4uKI5/Ilc59USuw64iYjfvrpJ33//feSoreROTk5mjRpUryzE8HtunrooYcqLy+v0ute25QOHTqoV69ecX+v18zdVWhdirXOVLcuOV13K4qVV8cdd5yknXlX8d8jR45Uy5YtK5XZd9991atXLwWDwfA8JUq04xTVee2117Rjxw7tu+++MfvcFa1cuVI//PCDpOjLJRAIaObMmeHvjiaerHW7Lxet/fvoo4+0du1aNWvWTOPGjau2bi9KS0v11ltvSYr93OZZs2ZJcnaMT0rMfkFFTvrHTvePSktLw/tisbbNaPtNFTltc5xK9rGe0LN/JUXtGzZo0EDTp0+P+teqVaukTFNFhYWFGj16dKXXW7RoEW4rK7ZtIU6yqUePHmrUqJGef/55XXnllVqyZEmV0/T888/LzHT44YerUaNGUT8TbV/fbV+lKi+++KKk8vU0tC9dW/bdd1+1aNGi0uuh/ZkhQ4YoJycn5vux9olDGbar0PJauHChysrKqp2+1atXa9GiRUpLSwu3b9UJ/WbVtZNvvvlm1GmIZ1+2uhyZMGGCMjIyKr2flpamQw45RNLO9aysrCz83OuTTjqpynoTIbR8Yq27oeXz3XffRf19k7UviOSovBaizhkwYIC6du0qSVq7dq3efPNNbd68Waeeeqq6desWPqArKXwA6Ycffqj24PHatWvD/165cqUkqVOnTlE/W1hYqIKCAm3cuDGuaQ41BJ07d475mdDB41iNRocOHaK+np+fL0nhg8c1MS3JkKj5Cwn99q+88oqj3z6kRYsWURv3devWadOmTZKk9u3bVzsd69atU9u2bTV48GBdcMEFuu666zR9+nQFAgF169ZNAwYM0JgxYzRq1CilpdXtc2dC20PoN4uX2+00kULT7GSwoVmzZpLi7+D88ssv4X83b9680vux2puqJLqtqsjpNvnLL79owoQJWrhwYZXfu2nTJjVu3Njx9MTLyXoYbR4rdkaivR/qOMXbJoV+o1htbuPGjaP+RtWVCwQC6tSpkz799NO4pmPJkiUyM23btk3Z2dlVfrbidnb11Vfr66+/rvSZ66+/PrwNJLK+RKq4DmzYsCFqJy8eXbp00SGHHKI33nhDP/zwg/72t78pLS0tZueqonfffVeTJ0/W8uXLY34mlCkh8+bN02effaYXXnhBL7zwgnJzc9W3b18NHjxYxxxzTLiTsaubbrpJpaWl2muvvfTyyy9HXe5uM6y69TH03meffVbtd1bktd2I1faFcuXYY4/VscceW+V3V1z/arodi7e9at26ddTOdKi9itVeJ7q9ivW623KxuN2Hi7ZNNmvWTNdff32l151mbmgemzVrFvOgVXXfmeh93Wjfs2XLlrj3ZRK1b1rdvogkdezYURs2bIj5fqxl07BhQ61bt67KPC4uLq703uWXX64rr7xSJSUlMeus2PYuXLhQ9957b6XPjB07VmPHjo35HckW2hYOPvjgaj+7du1a7b777hGvudm3DGndunXUAWapfF1bv359xDqbzH1SKbHriJuMiKcNcNrWSc7X1YqctClff/21rr766kqfHThwoE444QRH35uI5VmV6tal6tZrp+tuRdXlWGjapPiPq3z66acJPa4S6zhFdZYtWyapfAApHqFpbtq0acz9lOqOG8XTBlW3L+ek/QvNY/fu3eM6edSLdevWhdejWOtATR3jq46T/rHT3Pj111/D0+l2m3Xa5jjl5liPE7/++quk8v55tP5Bs2bNdP/99ye0TidteqdOnWJuD9HaNsl5NjVq1Ejz58/XzJkzdckll+iSSy5R69atdeCBB2rkyJGVBn1D2/d9992n++67r8p5jXasPlF9Dsl525hMVe3rVPV+dX2+6pbXtm3btG7dumqPl4SOabRu3TruiySqy8pQO7l9+/ao05CIHLn00kt16aWXVvkdofVs3bp1KioqklSeJclW3fIpLCxUkyZN9Ntvv2nlypVq06ZNxPs1lSNIDAamfSB0plbIxo0bNW7cOL322muaNGmSFi9eHN5RD5251qpVq/BVwLFEO8Be1c5ssnd0d1XXBy2rk+j5C/32Xbt21YABA6r8bLQdkNzc3Cq/V4rvbLyKAwNXX321TjnlFP373//WwoUL9dZbb2n+/PmaP3+++vXrp9dee00NGjSo9jtTVehqmFgHT2Lxup0mQqiz5mSgYd9999VDDz2kjz/+WKWlpVEHDSp6//33JZV37qPtOMVa5+KRjLbK6TZ5wgknaOHCherfv78uv/xy9erVS40bNw4fGGrTpo1+/vnnaq8c98rJeljdPPqp3Q1tZw0bNnR0lcWLL74Y9SqPyy67rMrt0W19iVTx4LfXQcTjjz9eCxYs0Nlnn60PP/xQw4cPr3Zgd+vWrRo7dqzWrFmjmTNn6tRTT1XXrl2Vn5+v9PR0ffvtt+revXulbaJVq1b68MMPtWDBAr388st666239N577+mtt97SVVddpXnz5umCCy6oVN+RRx6phQsX6osvvtDVV1+tuXPnVvqMlwxLBq/tRnVZHesqpoo6duyYsOlxKt72qj61VZL7fbgHHnig0vsdO3aMOjDtNnO95G2yfyc3+zKJ3DdN5rJxsuyefPJJXXbZZWrYsKFuu+02DR06VG3atFFubq4CgYAuuugizZs3L2I7/v7776OuP506darVgenQtjBx4sRqf4doV8J52bd0u74mq/+cyHXEbUYkmpt1tSIn87x69eqo67ikSoMYTn/7ZC3PWOtLbba1ye7HSJH7atF42a5rWjzTWt2+nNv2ry6oqf03J/3jZKxfdXH/yImPP/5YUvk+aXXHhBLFSZsej4ptm9tsmjBhgoYNG6Znn31Wb775pt566y099dRTeuqpp/THP/5R//3vf7X33ntL2rl99+7dO+rV8hUdcMABjucnVVXXvtdmn68m8s2NROTIwIEDK91Jbld77rmn84lLAX47DuB3DEz7UEFBgf75z3+qR48eWrZsmW688UZdcsklknZeDdS0aVNHZ6iFbhu4dOnSqO9v3LixyrP+Y31fVbczCZ3JE+uWhYkS+v5QfbU5LckU+u27d++e0LMTmzVrptzcXG3btq3aKwaj6dSpk+bMmaM5c+ZIkj744AP97ne/0wcffKBrr71Wl19+ecKmtaaFzmyLdWu0WNxup4kUmubqDqZUNGrUKJ177rnauHGjnnnmmSoH38xMf//73yXFvkW2G4luq9wqKirS888/r7S0ND3//POVbtlZVFSk1atXJ306JPfrYbJU9xtt2LAh6tVD1ZWTdp7dG4/Qdha6JXW8O7DRbuuVzPoSKbQOVBxYdGvixImaM2eO/v3vf0sqH6iuzhtvvKE1a9aob9++4duAVxTttqshgUBAgwcPDt/CbPv27br//vt1+umn66KLLtLEiRMrda569+6tK6+8Uocddpguu+wybd68udKAnNsMi2d9rOq9aJLZbrRv315ff/21Zs2aFfctCWujHUvF9uqHH37Q0qVLo3bOY/3Gbdu21ddffx3zfafrhtt9uGQeUAltA2vXrlVRUVHUg+RO5zORiouLw2f3O9mXkbzvmyY6r7x67LHHJElXXnll1FvwRWt7Q7enTDXt27fXd999pwsuuED77bdfbU9OlVJlnzQebjIiNH+//vqrtmzZEvWqaadtgJt11a3BgwcnrY10szyr0rZtW/34449aunRp1MeHJLOtXbJkiXr37h2zznbt2oVfc3tcJSsrS5K0efPmqGWS1V6GrqqKdiekaELTHLrbTrSrbZN53MhN+xeax2+//VZmltSLSZo2bars7GwVFxfrxx9/jPpIm1Q5rpbM/c2Ky2HZsmU1vs3Gw82xnniVlJSE2/Joj91JFidtejz9t4ptm5dsKigoiLh7xooVKzRnzhw988wzmj17dviE99C+/oABA3TbbbfFNR+S+75KVZy2jVWprfa9OrHGIkLLKycnJ64TfELL6ueff9bGjRvjumo69Jv9+OOPUR89FWonc3Jyoj4SyIvQejZmzBidd955cZVp2rSp8vLytHXrVn3zzTdRpzmRQv3oWPsSGzduDD9uqbazBN5xGoFPNW/ePDwYff3114c7vf369VOzZs20ePHi8HMw4hF6xsDjjz8e9dmOjzzyiKPpCz2v8bffftOzzz5b6f1t27bp0UcflVT+zIhkOuSQQ5SWlqZFixZFvQXszz//HH7GRrKnxYtQ4Md69uahhx6qrKwsvf766xG3UPYqPT1dhx12mKSdO2xe9OvXT6eddpokadGiRRHvhQZS4n2+aG3r27evJGnx4sWOyrndTqtT3TpS0RdffCFJcT1vK6RLly7hZ8mdf/75VR5su/322/XZZ58pIyND559/ftx1VCfRbZVbGzduVFlZmfLz86M+R/Khhx6qsTMw3a6HyTJo0CBJ5e1FtFthxXqWe6jciy++GPW5n88++6yjA7xt2rTRPvvso82bN4fb+GRKVn3J3q5jycvL04wZM9S0aVN17tw5rivoQr9brNsrPfTQQ3HXn5OTo1NOOUX77LOPgsFgzFtm77nnnnrzzTfVqVMn3XDDDTrllFMizsx2m2GHHHKIAoGAPv7446id9k8//dTxbbyT2W4cfvjhkpzNY220Y6naXj388MNR36+uvXJaLpZk7cN50b59+/DdTv7xj39Uen/Hjh3617/+ldA63bR3obsyeFHVvmk0oX2RF198MeptMl944YWk3T4zmlDbG+3KzF9++SX83LhUUN1v7KYtqy2psk8aDzfLtV27dtptt90kRZ+X4uJiPf74446moy6tq1VJ9HoaWpdirTPJXJdCJxLHej10wmDFf7/44otRH+30ySefhJ/FGZonaeeB5ViDIKFnYiba0KFDlZWVpY8++ih8hWdV2rVrFz4JMtpJYmYWfj0Zx43crFf77befmjVrprVr1+rpp5+Oq4yTrK0oIyNDAwcOlBR9+UgKn5ha28fVkrm/mZmZqf79+0uKvW1G229KRL1S9b/bunXrtHr1auXl5cV8HJIXF198sVatWqXMzEydffbZCf/+RNiwYUP45OqK1q5dG+6nV2zbEplN7du3D5/gWHGfMrR9P/vss45uNZzoPoek8HO2//GPf4RP8nQr1L5/9dVXld4zM73wwguevt+tWMcdQstr4MCBcV3t36pVK/Xq1UvBYDDqiffRhNat6trJgw8+OOF3HAitZ48//njc/fiKx0vuueeeuOtye/w+tHxi3QEhtHy6devGwLQPMDDtY6eddpo6dOigjRs36oYbbpBU3jDMnTtXZqZx48ZFfWZgWVmZXn31Vb377rvh144++mi1bt1aS5cu1cUXXxxxUPfrr7/Wn/70J0fTlpOTo9NPP12SdO6550acJVVSUqIzzzxTq1evVufOnRNylnFVOnTooKOPPlpmppNPPjnirMmioiKddNJJ2r59uw466CAddNBBSZ0WL0Jn9MXauW7ZsqXmzJmjoqIijRo1Sp9//nmlzxQXF+vZZ591fGbc3LlzlZWVpfPPP18PPPBA1NuxfPHFF3ryySfD/3/qqaf0xhtvVPpsSUlJeGdw1x2/0DwmcrA2Hrfddpt69Oih4447zlG5gw46SNnZ2fr000+1bdu2uMu53U6rU906UtHbb78tqbzD7sRf//pXderUSUuWLNHQoUMr/ValpaW68cYbdeaZZ0qSrrnmmoTeIibRbZVbLVu2VOPGjbVhw4ZKB3TeffddXXjhha6+NxAIKBAIOLpq1+16mCwTJ05U27ZttXz5cl144YURv9EXX3yhK664Imq5gw8+WH379tWWLVt0+umnRzxba8WKFXGf8VlRqK6ZM2dG7Zyamd577z299NJLjr+7puoLbdffffddlc+8ktxv17Hccsst+vXXX/Xjjz/GdYvr0MGPV155pVI7dPfdd+uf//xn1HLXX3991GdSf/311+Ez1Ku6FWaXLl305ptvqnv37rrrrrt03HHHRXSQ3GRYhw4dNG7cOAWDQZ166qkRtwJcv369TjvtNMeDtslqNyTppJNOUseOHfX444/rggsuiHrW+urVqyM6m16m5/XXXw+3V06EDlS+8847jsoly5w5c5Senq7HHntMTz31VMR7jz76aMyDvLNmzVLDhg31zjvv6NZbb4147/XXX9edd97paDqSuQ/nxRlnnCGpfBv69ttvw68Hg0FdeOGFWrFiRULra968ubKysrR69eqoJyhV5Ka9c7NvGs0hhxyiXr16afPmzZozZ4527NgRfm/VqlU699xz456mRAi1vXfffXfEtGzcuFHTp093/YzjZKhuX//8889XYWGhbrzxRt1www0R8xOyZMkSRyc6JUuq7JPGw01GSNJZZ50lqfxxJhXbnrKyMp133nlatWqVo+moS+tqVdwuz1hmz56ttLQ0Pfroo3rmmWci3nvyyScTfhJQRXfccUelfsdNN92k999/X40aNdKsWbPCrw8cOFAHHHCAtm3bppNPPllbt24Nv/frr7/q5JNPliRNmTIl4vEv+++/v/Lz87V48eJK+xuPP/54pRxNlBYtWujUU0+VVL69hk5oCjEzvfrqqxHrXai/8ec//zniogYz0xVXXKFFixapsLBQJ554YsKn1037l5GRoYsvvlhS+Xr5xhtvVCrzwQcfRDxP10nfYlehfLvjjjv0yiuvRLx3//3369lnn1VmZmb4WEAipGL/OLR/dOutt1Y6XnPLLbfovffeS3id8R4rC+0fDRw40PMdtCr68ccfddxxx+m6666TVH4MLZmPfvDq3HPPjVjvi4uLdfrpp6uoqEj7779/xKNz3GTTJ598on/+859R16/QcYCKy6dPnz6aMGGCVqxYofHjx0e90rmoqEgPP/xwxIk/bvsqVRk9erT69OmjVatW6eijj650Z4Ht27fHPaA8bNgwSeUnM1Xs/5eUlOiCCy7QBx984Hj6EuGjjz7StddeG/HawoUL9de//lWSHJ1UEXpc2MUXXxw1jxcvXhwxMH/mmWcqIyNDTz/9dKX91Zdeekl33XWXJLk6vlWdMWPGqF+/fnr//fc1c+bMiOeVh6xfv1533nlnxPGSiy++WBkZGbrtttt0++23VzrOsWzZMn300UcRr7k9fn/iiScqPz9fH3/8sa666qqIuj755JPwMbVEXuCEWmSoszp27GiSbP78+TE/87e//c0kWaNGjWzdunXh188//3yTZJJszz33tDFjxtiUKVNs8ODBVlhYaJLsjjvuiPiuV155xXJyckySde3a1aZMmWLDhw+3rKwsO/roo61Dhw4myX766aeIcoMGDTJJ9tprr0W8vn37djv00ENNkuXm5toRRxxhkydPDn9P06ZN7cMPP6w0T6HpjiVWfVX59ddfrVevXibJCgoKbOzYsTZx4kRr3ry5SbLOnTvbkiVLElLXrvOxa9np06dX+bvOnz/fJNn06dMjXi8uLrY2bdqYJOvTp48dd9xxNmvWLLv22mvDnykpKbFp06aZJEtLS7M+ffrYhAkTbPLkyTZgwABr0KCBSbIXXnghXGbJkiUmyTp27Fjl/Dz22GOWl5dnkqxdu3Y2fPhwO+aYY+zwww+3du3amSSbPHly+PNnnnmmSbJmzZrZYYcdZsccc4yNHj3aWrRoYZKsbdu2tmLFiog6zjvvvHCZSZMm2axZs2zWrFn266+/VjltIffcc48dcMAB4b+srCyTZD179gy/Nnbs2Erl5s6da5Js0KBBcdVT0ejRo02SPf/881Hfr2odcrOdVrX+xLOOmJnt2LHDmjVrZjk5ORHtRrxWrlxp++23n0myQCBg/fr1sylTptjo0aPD21RWVpbdfPPNUcuHlvfcuXNj1lHVepnotsrtNnnTTTeFf78DDjjApk6dagMGDLBAIGDHHntsuA3ftW2JNR1lZWXh71u4cGHMZRNNdethrGkJqardjfVbVPUbvf766+H2okuXLjZlyhQ77LDDLDMz08aPHx9zer788svwOtSmTRubNGmSHXXUUZaXl2cHHnig9e/f3/FveMstt1hGRkZ4fTnyyCNt2rRpdthhh4XbowsuuCDqvMeS6Pqq2yZC21v37t3tmGOOsVmzZkWd5n322cck2ZdffulofkLr5N///ve4y4TWmV3b8TFjxoTbgOHDh9uUKVOsR48eFggE7OKLL466zhQUFJgk69Gjh40bN86mTZtmgwcPDi/H4447LuLzsZbXmjVrwlk/duxY2759e/g9pxlmZvbzzz9bly5dTJI1adLExo8fb+PGjbPCwkLr0qVLeLuraj9tV27bjeq2YTOzL774wjp16mSSrLCw0A455BCbNm2ajR071nr27GmBQMBatmyZkOl55ZVXTJJlZGTEPe9m5TnVvHlzy87OtvXr11d6v7p9ktdee63KvI7VXsd63czs2muvjVgG06ZNs379+pkkO/vss2NOzz/+8Q9LT083Sbb33nvb1KlT7ZBDDrFAIBAuF61djbVM3ezDxaO6/Wqz2G1aaWmpHX744SbJsrOzbeTIkTZlyhTr0qWL5ebm2mmnnWaS7MQTT4woV9XyNqv6d544caJJsvbt29vUqVPD+4K7qi73onGzbxpr+X3++efWpEmTcLlQXjVo0MAGDBgQzqu33norolx1fQs3ef3jjz+G9xvbtm1rEyZMsNGjR1tBQYG1bt3ajj/++Gr3u2Kpav2J9TtX9fvedtttJskaNmxo48ePD/++X3/9dfgzCxYssGbNmpkka9GihQ0dOtSOOeYYO+qoo8Jt8gEHHBDxvdXty5nFbj/i6QtV1Ra62SetSjLWETN3GVFWVmajRo0K5/qIESNsypQp1rlzZ8vJybFTTz016joQa1m7XVer20+qLhtiiadcIpdnVW3jVVddFa7rwAMPtGnTptn+++9vkuzcc881SdatW7eIMl7W3VBdZ511lgUCATvkkENs6tSptvfee5skS09Pt8cff7zS9/3www/h72zRooVNnDjRxowZY/n5+SbJ+vbta7/99lulchX3N/r3728TJ060Pffc0wKBgF166aWO+xrxKi4uDudFWlqa9e/f36ZNm2bDhw+3tm3bVlo2wWDQjj322PA+zqGHHmpTp0617t27m1R+XCta7sSznxZPHrtp/4LBoJ1yyinh7+/Tp49NmTLFjjjiCNttt92itifV9S2q2uYuueQSk8qPAwwcONCmTZtmffv2Da839913X6Uy1bVrseqrzf5xVdNlZnbSSSeF53nw4ME2depU22uvvSw9PT28H3jYYYdFlPHS5sR7rOyMM84wSXb77bfHrKOqeW3ZsqVNnz7dpk+fbscee6yNHj3adt99dwsEAibJmjdvbv/85z+jfkeojXO7zXotH1q+/fv3twMOOMDy8vLsqKOOskmTJoWPk7Vo0SJin8PMXTY99dRT4TZhwIABNmXKFJs4cWK4rcjKyqq0z75p06bwMfKsrCzr16+fTZo0yY4++mjr169f+PjlV199FVHObV+lKkuXLg1Pa15eng0fPjzclykoKKj0fVXtZ4X6/7m5uXbYYYfZ6NGjrV27dpafnx/e93bSNzOrPvdjTU+orTnjjDMsLS3N9txzT5s6daoNGjTI0tLSTJKdeeaZcS2jiq688srwNtCjRw+bPHmyjR492nr27Bl1Ou66665wfX379rVp06aF+9iS7LLLLot7nqLNX1VjFD/99JP17t3bJFmDBg3soIMOsilTptj48eOtd+/e4f7rtm3bIso98MADlpmZGV6fJk6cGC4TCAQq/RbVtUlVtXf//ve/w/vPPXr0sKlTp9qhhx4aPv4zc+bMSmWStS+I5GJgug6LZ2C6tLQ03BD+4Q9/iHjvrbfesmOOOcY6duxo2dnZ1qhRI9t9991t7Nixdu+990btMHz66ac2btw4a9KkieXk5FjPnj3tuuuus+LiYsvKyrK0tLRKjVdVDWNJSYndfvvtduCBB1qjRo0sKyvLunTpYnPmzLGVK1dGnafqdtjdDhYXFRXZvHnzrHfv3paXl2c5OTm2xx572EUXXRR1WXipyyzxA9Nm5QfBQoN/oZCL1ug+//zzNn78eGvbtq1lZmZaYWGh7bHHHjZlyhR75JFHrKioKPxZJx2+JUuW2Nlnn2177bWXNWjQwHJycqxjx442ePBgu/rqq+37778Pf/aTTz6xP/zhDzZw4EBr27atZWVlWfPmzW3fffe1q666Kupg87Zt2+z3v/+9de3aNbxTVl1noaJQUFX1F20+vQxMv/TSSybJJk2aFPX96tYhp9tpdetPPOvIk08+GTPs41VWVmb/+Mc/bMyYMdamTRvLysqy/Px823vvve3cc8913cELqW69TGRb5WWbfPrpp+2ggw6ywsJCa9iwoe233352++23WzAYdDww/f7775tUfpJCaWlpzGUTTXXrYU0PTJuVr4vjx4+3Jk2aWHZ2tu2xxx42b948KykpqXJ6li1bZjNmzLCWLVtaVlaW7bbbbnbBBRdYUVGR69/w888/t5NOOsm6detmOTk5lpeXZ7vttpuNGDHCbr31VkcHjJNRX3XbxLJly2zatGnWunXr8M76rsv9448/Nkk2ZMgQR/NiltiB6R07dth1111ne++9t+Xl5VmTJk1s+PDh9tJLL8VcZx566CGbOXOm7bXXXuH1pWPHjnb44YfbU089ZcFgMOLzVS2v9evXhweEDjvssEp5F2+Ghfz66682Z84ca9eunWVlZVm7du3slFNOsbVr18bVeYzGTbsRz8Ezs/IDHtdee63179/fCgsLLTMz01q3bm39+vWz888/395+++2ETE/oAMnJJ5/saN7NzC666KKYB8xqY2DazOyZZ56xgQMHWoMGDaxhw4Z20EEH2RNPPFHt9Lz55ps2YsQIy8/Pt7y8POvTp4/dddddZha7Xa3ut3SyDxeP6varzapu03b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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "for t in range(len(test_idx)):\n", " roi_y0, roi_y1 = ty0[t] - 10, ty1[t] + 10\n", @@ -1537,7 +1593,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ @@ -1553,7 +1609,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1562,9 +1618,28 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mean FWHM per channel: \n", + "[5.2 5.227 5.23 5.245 5.287 5.327 5.357 5.378 5.398 5.418 5.481 5.552\n", + " 5.599 5.627 5.657 5.689 5.73 5.787 5.828 5.85 5.868 5.857 5.804 6.105\n", + " 6.362 6.23 6.225 6.255 6.3 6.349 6.39 6.423 6.444 6.491 6.539 6.592\n", + " 6.659 6.727 6.787]\n", + "Flux in 1xFWHM aperture: \n", + "[ 4999.616 8605.83 10904.33 12126.272 13194.393 14388.846 15444.562\n", + " 15987.688 14864.771 12628.708 12302.344 14227.798 16315.584 17630.115\n", + " 18578.563 19438.338 20021.445 20474.703 20939.023 20619.506 18458.71\n", + " 13514.223 7473.132 3730.324 3097.108 4777.345 7698.074 10945.942\n", + " 14079.887 17093.565 20077.491 22889.499 25092.631 26571.491 27175.983\n", + " 27369.823 27411.929 27244.554 26593.662]\n" + ] + } + ], "source": [ "%matplotlib inline\n", "crop_sz = 15\n", @@ -1580,9 +1655,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 38, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "median_fr = np.nanmedian(cube_corr, axis=0)\n", "plot_frames(median_fr)#, backend='bokeh')" @@ -1597,7 +1683,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ @@ -1613,9 +1699,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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22bkr62jorYfBpEEmlcPCtAtDZX97t8LIpHNoaq9Ge289FqZcqHdYYbRokc3kMTu+sbtp7vdEkMgl0dLH+WVpwonqBivM1Uauz76yiJH7etA+1IgdTwiRQBxtg9z4XJnagKXaCGudGcViEZOrEQwea4FMLkUoEMeOL4qOPu7tj7VFLwxGNdp7uHlr4vVVDBxphlwpQySYgHcrjK7BBmSyKTw/hzdRQAmFfSyx+/kugwG8OQ4YeqAPKrkaky/OoutYG9R6NeLhBDZmXOg70w0AcC24IZVKYe/k5qjpc/NoG2qC1qRFMprCyoQTg/dyN8Lcy9so5otw9HBjZvbVRTT22NEx2oJMIoP5C8sYfoC7QN5e8yGTyqK5PG7nzy/B3l4Lo82IbCqLmVcWdjfE/BsBxCNJdJTXj8VLK6hutMFSa0IhV8DkS7MYPTsASCTY2Qoi7I+ifYQruzK+BnOtGVV2C4qFIq6+MIOh+/rQMdqC0HYYga0gOo9yc8na5Dr0Fj2qG7n5bPy5KQy8rQcKlQJhXwRepx/dY9x6vT6zCbVOvWvT1Z9Oo+dEJ1Q6FWLBOFwLbvSe4mKezbktyJVy1JfX9qmXZtFxpA0agxqJSBLOqQ3038M92LC16AEANHRx88zMy/NoGWyCzqRFKpbG8pVVDN7HHQTtWfEin82jsZeLTeZeW4S9g2unTCKD+fNLGH5wAADgdfqRTqTR3M/NfQsXllHbUg1zjQm5TA7T5+bf8PfmDnRm7e6/ly6vwtZghaXOvOvv4Qf6IZVJseMOIewNo32Um7tXJpwwVxtR1WDdjQOG7uuDTCFDyBuBfzOArmPcWrk2tQG9SYvq8mH0489Nof9MN5QaJaKBKNwrXvSc4GJMg1WP+vZa1JXj0asvzKBnrGPX35vzbvSd5vztmndDKpfu+mLqZ3NoH2mB1qhBMpLE6uQGBt7G+du9tI1isQhHd7nPvrKApn4H9GYd0vE0Fi+tYuh+zt/bq15kMzk09XJ9VqlRon2kGUabEZlkBnOvLWHkLOdv37ofyVgKLQPcGrx4cQU1zbbr/V3us9WNVTBVG9E2zK2ry1fWYK03w1r/Rp+95u+gJ4SgJ4yOI5y/V6+uw1ilh81RhfaRljf1Wd96AF3HOX87pzegNWhQ08ytwRPPT6P3VCdUWhXn72Uvek52omO0BRtzLihVCtS1cX32rZ4jDFb9TeeIa2NMyBzROlj2903miI7RFsFzhEwhu+kccc2mm80RmXwaL77wQ/wiLA5g3G5+MQ4YczRAqdXigmsLg7U10CgUiGYyWN4J4oidW4fWQiFIJRI0m80AgEtbbvRU26BXKpHIZjHn8eO4g1uHNsIR5ItFtFm5a7bxLQ9aqyzoq61GKpfDpMeLE03cHOqKRJHO59FRxV2bqKQTqFLUQis3Il/Mwpla2N2cD+cCSBeSsKtbuO+mVmBWVEEvN6NYymM1OYcOLTenejNxxPJRNKq5OXUzvQ6D3Aiz3IIiilhMzMGu5myI5MOI5ENoUnNzqiu9AZ1MB4uCiwPOI4ZRczOUUhmC2QTcqTAGTFxdV+I+aGRK9Bg4P10MrmHA5IBGpkAkl8J6MoAhE7fmzhoKUMhkaLJwT/5eWN9Cf301dEolYukMFv07ONrIzYvOYBgA0GLl/H15042u6ioY1CrELFFMh7cxZuPmus1ECLliEW2GctwS3EKzjvN9qpDD1aAbJ6vL12zJCJKFLDoN1ZDKipgMudGgNaNKpUW2WMClnc3dDXpPKgqDXLX77+nwNmrVBlSrdcgXi7iws4ETtmbI23TwxRLYiSfRW1/ek9j2w6rVoMao340Djjc3QC6TYieehCcaw4C9vK/jDcCgVqGxiqvr6ztrGLU0QiWVI5RNwpUMYdDM+duk0KBRa0FD+UDfi0EnBkwNu/5eS+xgxOxASqXGSiwImUSCFj3ni/N+F/otNdDLlYjlMpgL+zFWXb6ejodQKpXQZuD64aXAFjpNVbAZZEgWcpgOezBWVfZ3MoxMMY8Ova3cZ+XoMdbCqtQgVchjIuTCqfIG/lYqikQ+g24TV3Yq7IZdY0KVSodssYDLwQ2ctLVAAgnq1EZYlFr0GMt7QBEPqlUGVKv1KJaKOL+zjlN2B2QSKXzJBHzJBAZsXDw0u+OHRa1Gvc6AvqpqvLy1gbG6BihlMgRSSWzFoxiu5tbnhWAAeqUSDXruSe9XtjZwpLYeGrkCwXQK69EwRmvq0W+rxlJoByqZHE1Grs++7nZhsLoGOoUSkUwai8kAjtVwfXY1GoIUErQYuba54N1Cr7UaBoUS8VwWM0E/TtRy7eiMhVEoFtFu4vx92edGn7EOJqUGqUIOU+EtjFWVfZgMI1XIodfI2T8Z3kKj1gKLUotMIY8roc3djXxPKoKwTonu6rK/PV7UGw2w6bRcn93YwqkWB/pqq+GNxRFMptBbW94D8vph02lRo9ehUCriCsI4bm2GXCKFPxOHLxNDv5Eb5wsxL4wKza5Nr+2s4ailCUqpDDvZBNypCAZNdmTVKSzgzRzmOIClwRHAQafBcXTUwrVcOUWFkDQ4jY1WbG4GKxcSmAZHiJaQNDiOliq4nDsVyxxkGhxHqw2utUDlQgLS4DhabHA5eXQEpMFxdNbCtVS5nJA0OEL8DBxsGhxBPhKQBkeIjpA0OI72GrhWfLzlSHQOOA2OIF8LSIMjZC4SkgaHrz/eLA1O0DMAi2XvL4CFQkVY66fvyNfeGOLioNPgOLrtcC3sfy2k0qHUorSJArHVS2w6lIitbmLToeJOHPc3S4PD4gCGWDjoNDitVgvWgpVTnQhJg1OttMOfrTyGhaTBqVXWwZvd5i0nJA1Os9aG9WTl65SDTIPTprdiNV55n0NIGpxWvRVrfDoC0uC0VpmxthOuWEZIGpwWXRWcCf79gINMgyPIRwLS4LTqqrDGUzchaXDaTBasRvafUkiIzkGmwRHiH0BYGpxWqxlr5RtiN0NIGhy+/nizNDiHOQ5gT9aLkFiYJgdVLEaTQ55SK0aU156KWCRFoxMl0gkRtb3I/AwQ+ohKh2qcEelQIjof7bE/Xnt9ba/s57sMxu0kHqI5d4NKh1KL0iYKxFYvselQIra6iU2Hirtp3LM4gHFYiaZpruWSBZoxnCjQ5H4HgGie5jqFikiOxteRLJEO0cN0UaJ6UULmoxxNH4pkiOwh0qGCyj8AZX/cm02HOQ5gOetFSGt/A4lOWzl1BolWO41WWznNiVi4lkpFNDrldC37pa1LXH4GCH1EVLfWXpqDeql0KCHzUT9Nf9yrPYVSad8fBuNOpHWI5pwYKh1KLUqbKBBbvcSmQ4nY6iY2HSrupnHP4gDGYeVaaor9Uq+mGcMONV1O7i69uK5Tu438b+MLocdEo9NdS9P2XQYaeyjpIfJ1t5GmD/VW0exxUelQQeUfAOipoemP3Qa2H3CrsM16BoPBYIiSIsGHwWAwGAzGnclBxwHpdBrvec970NXVheHhYfzSL/0SlpeXb1j2n//5n9HT04POzk68973vRTQaFfQ7BoPBYDAYwjjM+wGi2qz/2c9+hne/+92w2+2QSCT4wQ9+cN3vJRLJDT//7b/9t5tqfvGLX3xT+Z6enre4Jvtj+eoGic7iIn9O6oPWWpoTT05PgDsMVlQ6E+skOkuz4vIzQOgjorotT22KSocSMh9dpemPVPYw7n5YHMCxdHlVVDqUWpQ2USC2eolNhxKx1U1sOlSwcb8/Pv7xj2NhYQFXr17Fo48+iscff/xNZeLxOD72sY/hBz/4AZaWlmC32/EHf/AHvL9j8MPiAI5p7/7P1QKArRTN2NtIr5HoAMBcVFzXBdNh/lz8B6kz46Zp+9mIh0SHkukIkY+I6jblp9njotKhgso/ADC9TdMfZ6Li6483Y2lpCadPn0ZXVxeOHz+OmZmZN5V57bXXMDIygpGREfT39+OJJ55AJkN0HmQZUW3WJxIJDA8P4+mnn77h7z0ez3Wfv/qrv4JEIsH73ve+irr9/f3Xfe/ll19+K8wno6rOTKJjs/EfqnHQWlU1RhIdKqpqaeyhqldVvZlGR2R+Bgh9RKVTx3+gykHqUHK39Mdi+fT3vX7u5Bx1hxUWB3DYGmgOQaLSodSitIkCsdVLbDqUiK1uYtOh4m4a9wcdB6jVarzzne+ERCIBAJw8eRJOp/NN5f7lX/4Fo6Ojuxu+v/3bv41vf/vbvL9j8MPiAI46Pc21t1FBM4ZNcguJDgBUq8V1nVqnofF1rZr/8FhBOkYdiU4NkT2UkPmISkdH1PZEOlRQ+QcAag1E/VG1N5tux37AE088gY9//ONYXFzEZz7zGTz22GNvKjM8PIyLFy9iYmICU1NT8Pl8+LM/+7M91fFmiGqz/h3veAf+8A//EL/yK79yw9/X1dVd9/nhD3+IBx54AG1tbRV15XL5dd+z2WjyLr1VWIg2kK1WmoFFqWWtEtdEZrHRTGSWaiKdWpqNXyvhjRoqyHxEVDdLNc04o9KhhMxHNTT9ca/2FEr7/zDuLFgcwGEhumlPpUOpRWkTBWKrl9h0KBFb3cSmQ8XdNO4p4oBMJoNoNHrdR+jTb1//+tfx6KOPvunnGxsbaG5+Ixd4S0sLPB4P8vl8xd8x+GFxAIdNpyXRMcjNJDomIh0AsCnFdZ1qU9HYU62m2S+x6Yl0iOpFSbVKXHWr0RJtRBPpUEHZ9tU6mrpV79Gmg94P8Pl8uHTpEn79138dAPC+970Pm5ubb0qJp9VqoVAoAADZbBapVGr3Rj8VotqsvxW8Xi9+/OMf42Mf+xhv2WuvILa1teHDH/4wNjYqp5m5UVB3kBRyBRKdfIEuQxOVVj5PUzcqCkT2kOlQtb3I/AxQ+pqmL4qt7SkRn4/2Zs9hzlHH4IfFAQenQ6lFaRMFYquX2HQoEVvdxKZDxd007inigK997WswmUzXfb785S/z/u0//uM/xvLysqCyjNvD3RwH5Is0UWyxRHOTqAC6eSVfEleEni8RXX8TtRnZvovI/AzQ2UTl61yRpu2pdKig8g+l1l7bniIOuJWb9pubm6ivr4dcLgfApV5ramq64ZrhdDoxPDwMm80Gk8mE3/7t395THW+GpFQS5/G4EokE//iP/4j3vOc9N/z9V77yFfzJn/wJ3G431Gr1TXX+5V/+BfF4HN3d3fB4PPj93/99bG1tYXp6GgbDjZ/0/eIXv4jf//3ff9PPz1Z9BHKpck/12aWK5hWyjIPmiVfVJE1+fACQEL0igxzRkycKOYlMSb3PNi8jSdHksCppb97fbxmqjeaCuBaokl5DJEQzPUqSdPnLJETjoxQMk+gUu5v5C/GQL6TxwuUvIxKJwGjk3lQIBoNwbvXCbNn7PeVwqIiWhjlYreJKUcAQhhjjgPvxKOQSxZ7qw7gFiJ9MYdxBiPOyhPEWky/l8CJ++JbEAfW2Ceh+4clAlUoFlUp10+/99//+3/Hss8/iueeeg9lsftPvv/Od7+CZZ57Bv/7rvwIAZmdn8cu//MtwuVwVf8e4NcQYB7R+8Y8grfC3hCBpS+zr+9f4aN9rJDrP/PghEh0AyNXkSHQkCRmJTklDc42q0GdJdHJhmut4dVWKRAcAcjkaXxcyNDoSKU0cUFsTIdHJF2jqFQzRPX1fTNHsc6ldNNc07Q/u/0yLXCKL5975jbckDvj7v30MX/nKV677+Re+8AV88YtffFP5y5cv49d+7dewsLCw+7OxsTH8yZ/8CR588MEb/o14PI5f//Vfxwc/+EF88IMf3LOtv8gd+2T9X/3VX+HDH/5wxYUZ4F6l+3f/7t9haGgIb3/72/GTn/wE4XAY//AP/3DT73z2s59FJBLZ/WxuHuwBkkMnWkl0RoYbSXQAYOhMJ43OycqvKB40VPYMjdG02dDJdhodInsoGTpB5GsineFjLTQ6x2l0KBk6RdSP3tZNojN8dG8b+gVI9v1h3L3czXHA8AP9otKh1KK0iQKx1UtsOpSIrW5i06Hibhr3FHGASqWC0Wi87lNpo/5P//RP8e1vfxv/9m//dsONegB4+OGHceXKFczPzwMA/uzP/mz3Ar3S7xi03M1xwEnb/h+GAYAmzRCJzslGB4kOAJyqpdujoIDKHqo2O1VPY8+JKhp7KKHy9amaJhKdo2aafYVjFnHtvZyqoxtjJ5obSHSGjB17+h5FHPCpT33quvk8Eongs5/97A3/XmNj43Wp60qlEjY2NtDUdPM+p9fr8cEPfhD/+3//7z3V8WbQ3JI5YM6dO4eFhQX8/d///S1/12w2o6ur6005h34evqct3mqkUpp7KFQ6ACCVic8mCuh8TbMpKJUR6RDZQwlZHyLTuYt9TdYfb+/4KAIo7uPhCvG9/Mmg4q6PA0Q2X1JqUdpEgdjqJTYdSsRWN7HpUHE3jfuDjgNcLhf+83/+z2hra8MDDzwAgFsPzp8/j89//vOw2+34rd/6LRgMBnzzm9/Ee97zHuTzeQwMDOCv//qvAaDi7xh03PVxANEbZhKiZzOp7AEAmcjenpNRXTcR1YvKP2LzMwDIJDT9kapuVG1GOT4ooGx7GdV+2R7bniIOuHbTXgg1NTU4cuQI/vZv/xaPPfYYvve978HhcKCj4/qbDcvLy2huboZCoUA2m8U//uM/YmiI5uboNe7IzfpnnnkGR48exfDw8C1/Nx6PY2VlBb/xG7/xFlhGQ9BHkxNvZydOogMAwW2a14io6kYFlT1Bf4xGxysueygh8zXV+CDy0Y6fbpxRQdaPtsMkOjuBvflov0/Hsyfr717u9jhgxx0SlQ6lFqVNFOy4g0zngKCrm7j6ovj69N0z7g86DnA4HLhZhtgvfelL1/37kUcewSOPPHLDspV+x6Dhbo8DfGma64t4gWbe9cVpUvcAgDdFp0WBN0ljD1WbeZM0OlT2UOJNEfmISCeQodkP8BPpUEHVhwDAF6MZH8Hs3vYTb8d+wDe+8Q089thj+OM//mMYjUZ861vfAgA8/vjju+v7T3/6U/yP//E/IJPJkM/ncfbsWXzuc5/bs503QlSb9fF4/Lo73Gtra5iYmIDVat197SAajeI73/kOvvrVr95Q4+zZs/iVX/kVfOITnwAA/M7v/A7e/e53o7m5GW63G1/4whcgk8nwoQ996K2v0B4JEW2yh8J0C2GIaGMztMdNu7cKKnvuVh1KxFa30A7N+KAar5SQ+YjoxkgoKK6gnCFeWBzAEfaGRaVDqUVpEwVhL83DCHerDiV0dQvflTpUsHHPuJNhcQBHIEMTOyfyNDfcAskkiQ4ABES2WR9I09hD1WaBFI2vqeyhhKrt/URtFszSXDNT6VARSBOO1wSNVignrhsaleju7sZrr735TJBvfvObu///8Y9/HB//+MffUjtE9d7mpUuXMDo6itHRUQDApz/9aYyOjuLzn//8bplnn30WpVLppovrysoKAoHA7r9dLhc+9KEPobu7Gx/4wAdQVVWF119/HdXV1W9tZfZBe6+dRKejvZZEBwDaB2ny1LX30dSNCip72nvraXT6xWUPJWS+JtLp6KkTlQ4lZP1oiCYfYEfX3uai4j7z0xXZk/V3HCwO4Ggfpcl9SaVDqUVpEwViq5fYdCgRW93EpkPF3TTuWRxw+GBxAEefieY6vlZFc45VXw2dr/qtNWRaFFDZQ9Vm/VXisoeSfiuNTQMWGp0uA82eSTeRDhWUY6yvjmbst+v2tp94mOMAUT1Zf//999/01cNr8N3BcDqd1/372WefpTCNwWAwGAdMsSRBsbT3BXY/32XcHlgcwGAwGIxrsDjg8MHiAAaDwWBc4zDHAaLarGdwrM57SHRWVnwkOgCwOu2i0Zlzk+hQQWXP6vw2jc6suOyhhMzXRDorCzQ+WlnwkuhQQtaPpjZJdFYW9+ajAvaXd76w528yGLeXlQmnqHQotShtokBs9RKbDiViq5vYdKi4m8Y9iwMYh5W5CM31hS+zSqIz5/eT6ADATIhOi4KZII09VG02s0OzhzMXFd816kyIpm5UOotxmn23xZi49l6o+jQAzG3TaK0mtvb0vcMcB4gqDQ6Dw2TR0eiYNSQ6AGCq0tPoWGl0qKCyx2QlajMye7QkOpTQ+YhIh2qcWUToa6rxajPQ6IjQRwyGmDFXG0WlQ6lFaRMFYquX2HQoEVvdxKZDBRv3DMadj1VJEztrZSYSHauGbl+hSkWnRUGVmsYeq4qmzarUNDpUfYgSqran8pFFQbMfYFHS6FBB1acBwKqj0TIpxLUPeCfAnqyvwNNPP42nn34ahQJ3P2bwTBdUCjWmXl1E50gz1FoVEpEk1hc86Bvj8sFtrXghkUpgb+XyRM2cX0ZrXwO0Bg1S8TRW3HEMHGsBAHg2dlAoFOFo5fJAzY1vwNFmw8jJduiNaixMuTA01gYA8G6FkEnl0NTB6U4Foqi3m2AyapHN5jE9s4Ujo80AAJ8/ikQ8g5Mn2mGrMmBxcRvV1QZYLDoUCgVcnXThyGgTAAmiqQwiO3G0DXA5pFamXLBUG2CtM6FYKGLylSUMnu5A12gzpDIpdjwRdAw3AgDWZrdgMGths1sAAFfHXeg/3gKFQo7wThy+rRC6hriy60teaLRKjD3Qg6paIyZfX0H3cCNUGiVikSS2VgPoGeXyY28ueKBQyFDXXAUAmD6/ivaBBmh0KiSiac7fx7ncl1tr3J2+hrIPZy+uobm7HjqjGqlMHivTbgyMcWW3N3eQyxXQ2Mb5cH58AwNjraiqNSKTymLh6iaGTnLt6NsKIZXMormzFiWlHItTW6htMMNk1SGfK2D68jpGTnJtE9iOoqm9GlU13Mbm8qwbVTVGWGx6FPJFTF1yYmisFbJ8HkFvFKFAfDen+OqsGyarHlV1RpRKgEQCmG16yORShANx+D1hdJbPC3AubENnUMNW7lsTr6+ib7QJSpUc0VASHlcQ3eWyBpMG+VwBtQ1c20xeXEP3gAMqjQKxSAqutQB6RxqBQhGuNT9kMinqm8r+vuREe289NDoVkvE01ha20X+U67Pu9R2USiU0tNg4f4+vo7m9Bjq9CulkFkvTLgyW++z2ZhC5bB6N7Zy9SpUcCqUcRosO2XQOc+MbGD5V9rc7hFQ8g+YuLv/70pQLNXYzTFV65LN5TF9yYuRUOyCRoLrehGgoidYeLjfcyswWrDUGWKqNXJ89v4rhYy2QyiQI+uMIBuLo6OV0Vxe9MJo0sNUa0d5dh821AAZGm6BQyhAOJuDzRNBVbhvnsg9arRI19VyQO3FhDb1DjVCp5YiEkvC4QugZbEB7Tx2S8QwUKjnqG8ycvy+to7PfDo1GgXgsjY3pLfQdaSr32QA3R5T798yldbR210FrUCEVz2BlzoOB4+U5Yj3IzRFttt05orGrFgazBplUrtxny3OEqzxHdNagvd+OgCeC+qYqGK1aZNN5zF52YuRMBwDA7w4jLiuipb+B8/e4E9UNVphrjCjkCph6ZREj9/WgfZibUyKBGNoGubG8MrkBS40R1jozioUiJnxpDI02QSaXIrSTQMAfQ2c5j//asg96oxonznTAVm3A+EUnBkYaoVDIEA4l4fWE0d1nRyabwguX8SYKkKKwj3vKBVR+jZrB4OMX44ChB/qgkqsx+eIsuo61Qa1XIx5OYGPGhb4z3QAA14IbUqkU9k5uHEyfm0fbUBO0Ji2S0RRWJpwYvLcXAOBe3kYxX4Sjh5t3Zl9dRGOPHaNnB6A36zB/YRnDD/QDALbXfMiksmju4+b5+fNLsLfXwmgzIpvKYuaVBYw+NAgA8G8EEI8kceJdR1DVYMXipRVUN9pgqTWhkCtg8qVZjJ4dACQS7GwFEfZH0T7SAgBYGV+DudaMKrsFxUIRV1+YwdB9fegea4dUJkVgK4jOo9y8sza5Dr1Fj+pGbj4bf24KA2/rgUKlQNgXgdfpR/cYN++sz2xCrVPv2nT1p9PoOdEJlU6FWDAO14Ibvae6AACb827IlXLUl8/emXppFh1HWqExaJAIJ+Cc3kT/PT0AgK1F7qmohi5uTZh5eR4tA43QmXVIxVJYvrKGwfv6AACeFS/y2Twae7m5b+61RQze14uqBisyiQzmzy9h+MEBAIDX6Uc6nkbzADf3LVxYRm1LNcw1JuQyOUyfm3/D35s7aOpzoKrBCgBYurwKW4MVljozCrk8Jl+aw/AD/Vwc5Q4i7I3s5vBemXDCXG3kvlsOBMw1RsgUcoS8Yfg3d9B1jFsr16Y2oDdpUd1k2/V3/5luKDVKRANRuFe86DnRCQAwWPXIZfOoK8cMV1+YQc9YB+fvnTg2F7bQd7rcZ+fdkMqlsHdwfXbqZ3NoH2mB1qhBMpLE6uQGBt7G+du95EGxWIKju9xnX1lAU58DeosO6Xgai5dWMXQ/5+/tVS+y6Ryayn1WqVFAoZLDaDMik8xg7rUljJzl/O1b9yMZS6Gln/P34sUV1DTbrvd3uc9WN1Zx61J5jVq+sgZrvRnW+jf67DV/Bz0hBD1hdBzh/L16dR3GKj1sjiq0j7RgY27ruj7rWw+g6zjnb+f0BrQGDWqauRhz4vlp9J7qhEqr4vy97EXPyU50jLYgEU1CqVKgro3rs2/1HGGw6rk+e4M54toYEzJHtA5yscnN5ohrfhMyR8gUMoS2wzecI67ZdLM5IpNP48UXfohfhMUBjNvNL8YBY44GKLVaXHBtYbC2BhqFAtFMBss7QRyxc+vQWigEqUSCZrMZAHBpy42eahv0SiUS2SzmpOs4XsXNdRuJEPKlItr05XU0uIVWvRWnq1tgDKoxGXLjhI2b61zJMNKFPDoM3BqglEzArKiHRmZEvpTFVnoWzZoRAEA070emmECbbgz6TBW2M0swyKuhk5lRRB6bqWk0aYYhgQTtVguCqRR6yzn8Z31+2LRa1Oh1KJZKeH3ThXtbmlGr1yOQSGI7HsdALbe2LPgDMKnVqDNwG3EvpVcxVtMApVSGQDoJVyKKkSpurlsM70CrUOBsQxvqtHq86t3EaFU9NHI5wpk0VmMhHLGVr++2I1BIpWg2cj4873FhwFYDnUKJaDaDhWAAx+u4tXwtwh2i22rirnsvbm+h22qDUalCXJrGdNCLE7XcOrQeiyBXLKDDxK3XV/wenKh1oE6rRyqfx3jAg9N1XNu44lEk8zl0masgU+cxGXKjQWtGlUqLXLGAizubOF3dAgDYTkXRYbChVs3tB0yHt1GnMcCm0iFfKuJCYAMnbc0oaVXwJuMIpJK7uelndnyoUmtRp9OjVCpBIpHAptFCLpXCn0rCk4hhyMatLfPBAIxKFVrK/3414MQRqwNqqRzBbAqbyRCGzdx6YVJokCsW4dBy17Lnd9YxZLZDI1MgnEtjLb6DUUsD8gUpVmNByCRSNOs5f18IuNBnqoFeoUQsl8V8xIfjtvKeRDyEUqmEVgPnw8s7W+g02KCXaJHMZzG548XJ2nL/joeRKRTQaeL6t1omh1Img1WlRSqfw5WAG2fquP69lYginsugx8L176vBbTRojbCptcgWC7jgd+FMbRMkkKBea0Awk0SfmfPhdMiLGrUONRo9CqUSXvNt4Ki5DVKJBDvZGAKZGLoNnF+W4tswKbSoURnRpa+HM+nHiKkFCqkMoWwC2+kweo1c31pJeKGWaFGn5nx4MbiKIVMjVDIFwtkkXKkgBkwOdBvqEc+noZTK0aDh+uHlkBN9Rjs0MiViuTQuRxM4aiv32VgQEkjQYij3Wb8LvWbO34lcFjNhH8aqy302HkahWESbsdxnA1totdbArFIjlc9hIrCNU+U+uxmPIJXP46yDG2PjgW00G0ywqjRIF/K45HPjnnpu3XcnYsjoCuiu4fw95fai3mSATadFvljEhfUtnGpxoK+e83EwkUJvOX/97LYfNp0WNQYdCsUiAljDgKEdcqkMoWwUO9kIOvTlPcOEG3q5FmPmPlQpTZiILKLf0AaFVI5wLgZfJoQufRMyshSew5s5zHGApMSXFI6BaDQKk8mEs1UfgVyq3J9YlYW3yMjJNky8XvmVtYyD/y75kdEmXBnfqFhGNVn597s2va0LE+cWK5aRGPjvKA6fbsfVV1cqF8rlBdnEi4L/XpQQe0pq/jYfOdGGifOV20ySygiwpwNXX12ubI9WTWIPACBP9GJQgV9n5FQ7Jl7jaXsBCNEp6fnvAI+MtWLiwlrlQgKmRyE6kiR/2wtFImB8COpHwTCvzsh9PZh4ab5imWJ3M7/OsRZMXHLe9Pf5QhovXP4yIpEIjEbu6btgMIhLmyMwmWW8+jcjEi7gWOMErFbrnjUYDOCNOOB+PAq5RPGW/73RswMYf35aNDqUWoJ0JAeXX1JsvhabDiWCbBKw7orNR2Lz9Z047vOlHF7ED1kcwBAt1+KA1i/+EaRq/muxSkjaErxlTlW34DW/s2KZj/a9xqvTpBnGRupqxTLP/PghXp3TTY14dYM/PWauJsdb5kxdE17ZrrwHIUnsfdz/PCUN/zWqEHsU+iyvzunqFrzK02a5MH/fOVPfiFc8lX2trkrx6pyyteC1QGV7ACCXo/F1IcOvc6a2Ca94edpeyh8HCNGprYnw6hyztONSqPK+Qr7AX68xaxsuBCvvvQRDdE/fF1OV97nO1DfhFQ//Pp/axX9Nc6rFgdeclVNitz/Is6cCYNjYiavRpZv+PpfI4rl3foPFAT8H26wXwEFv1gtByGa9EIRu1gtByGa9IA5ws14IQjbrhSBks14IQjbrBXOAm/UHiZDNemFCNNPjQW/WC0HIZr0QhGzW83GzzfoLm6Mw7mNxjoYLGGscvyMXZ4a4OOjN+kPPAW7WM0QGuyw5lNxss57FAQyxcNCb9UIQslkvBCGb9UIRslkvhIPcrBeCkM16IQjZrBeCkM16oRzkZr0QhGzWC0HIZr0QhGzWC+EgN+uFImSzXghCNuv5uNlm/WGOA1jOehEyWE6BsV+GhxwkOgAweLqDRqeckkYsUNkzWE5ttG+dE200OkT2UELmayqdo/vfZKbUoYSsH53pItEZKqe4YjAYwhgqp20Riw6lFqVNFAzd18t0Dgi6uomrL4qvT7Nxz2Dc6YxV0cTOjZoBEp0xRwOJDgCcrKHbo6DgZC2NPWM2mjY7WUdkD1EfooSq7U9UN5LojJpp9hWOWFpIdKig6tMAMNZMM/YHDO0kOocJlrNehMjkNHfvZDIaHYDQJiIdKujqRXPfS2w6lIitD8mJfESlQwlZP1Lc3vFRKElRKO0jRx17QpNxh0I29oh0KLUobaJARvQW3t2qQwld3cTVF8XXp++ecc/iAMZhRS6lieWlRNs9VPZQa1FAZY9cQqQjMnsokUtp1hSFyHwkNl+Lcbzute0PcxwgvkiegfBOnEQnFKJ5xQ4Awv4YjQ5R3aigsie8Q+PrcIDKHnH5GQDCAaI+RKQTImozKh1KyPqRL0qiEwruzUdFSFHcxwtgxTv4QBnG4SbkpXl1l0qHUovSJgpC3jDTOSDo6iauvii+Pn33jHsWBzAOK4EMzfVFohAm0dlJJkl0AMCfptOiwJ+isWeHqM2o7KHqQ5T400Q+ItIJZmmumYNZcfmaqg8BQCBBoxXO7m0P5zDHAeK6BcQAAPg9NIGxn2iDHQD8WyEaHU+YRIcKKnv820RtRmYPzSYrJWT9mkrHS+MjKh1KyPrRVpBGR4Q+YjDEjH8zICodSi1Kmyjwb+4wnQOCrm7i6ovi69Ns3DMYdzrbKZrYOZb3k+h4YnQPgnkSdHsUFFDZ4yFqM7HZQwlZ3ZI0Ot4Mzb6CNy2um/ZU/gEAT4RGy58Nk+gcJthmvQjpHKDJC9XVVUeiAwCdIzQ5zzoHxJWjjsqezn47jc6guOyhhKxuRDpdffWi0qGEzNejLSQ6Xb1781EBkn1/GIw7ka5jNHkdqXQotShtokBs9RKbDiViq5vYdKi4m8Y9iwMYh5UBM831RZ2qk0RnoLaGRAcAhqpqybQoGLLR2EPVZlT2DBLZQ8lQFc3+1JCVRqfXQLPv1msU194L5RgbtNNoder3ds7AYY4DWBocBoPBYIiSw5yjjsFgMBiMww6LAxgMBoPBOLwc5jiAbdbfCjVVgEy1L4mimt/lq1shFPWV/45yJ8Wr47qyCWWwcjmJVs2rAwDrzh3esoUqA6/Oij/OW06SyQmyiQ9Jml9nbcWPEs+BpSWni18nGUWJJ7+3xMjvH+fEOpBKV7bHoOG3Z8WHkkzAXUSFkr+MACTZPG8Z51oAUCoqF8oX+HWWfADPQSdC+pBzZou/nITfh845DyS5ynYX9fxtJhSpy8dbZm3ciVKCZ46oqeLVcXqTvOXyOp42BbDsCVUsl79Ju5cgQXEfd8NLd/CddMbhZm1q4+B0BMxzALA2vclfVsABW2vTWwDPIVMSKdHYFWCPc9YNiZxnHhNgj3PeA4my8poqEeDr9YVtSFWVY8CSgAsPIfYAAIpEFzGlIm8R54wLEhlPzCXAHiF9SIg9gvq0AF9TjVcqKO050LnoBrA4gCE2lF1RyLSZfWnUGPhTysRky3BUVS73vY0RXh2rUodgtnK5nJH/+msm4xNUrq2J/zolpUiiraly3dwhE6+OENIh/r2O+Z0doFh5rtC/pOPVcRni0Mcql0vV8M9Ja9EQ1InKe0Y5I/9hnTPBHeRy/OVUKpq9FyGjYim5DZmK57o5xx+7zYf50zvthPW8ZS6mYtjJVC4nlfHHExOFMGKZyrFbfTVdqhzvROWn3ZfTIciT/PuOmY7K+04AMKXa4i03ZNri1dHK4hgy3dwHGVkOz93g54c5DmBpcESIjmejXrCOgUaH06LZbKSqGxU6g7CbFbw6RiL/GInsIaoXJTq9uOpGpkNUL0rI+iOVj3TiGvcMhtjRm7Si0qHU0pvpbKJAR1Svu1WHEiqbqPqQGMcZBaIc9yLzEYMhdnRymhhcT6RjVBLuKxDZRAVV3QwaIh2eG/aCdRTi8jNAZ5OBqM2MVPbIxXWtS9WHADpfq2UsDrhV2Ga9CKmpo7mTTKUDANV2M4lOTa2RRIeK6noiXzfyP6UshOoGC4kOZdtTQeVrOh0zkY4IfU3Uj8jGfc3exj2XZ066j8+deyedcbipbrKJSodSq5povaSiponGHqo4QGw6lNSIrA+JcZxRIMpxv0cdFgcwDis1KjOJTp2aRseu439DXChUdaOCqm51Fhodu4lIR0vXZlRQ2dSgpdlTqtfQ6NiJ7KHCbqBreypfm+QsDrhVWBocBoPBYIiS/eeoY/ejGQwGg8G4U2FxAIPBYDAYh5fDHAdISkISXx5yotEoTCYTzvb+DuQHkLNeCJICTbNJQzESHQAo1JhJdA4yZ70QSi4PiY5UQM56IRRraJ6aBsCb+10oQnLWC0JAznpByIgmZYG5nPkoqvjzugtFSM56QZj48/gJIevYf3/M59M4d+5LiEQiMBq5u/fBYBA/cd4Lg3nvc2YsnMc7W34Gq9W6bxsZh5trccD9eBRyCd14FgVE8xynRbSmHGDOekEQ2SMkZ70QSEP3A8xZL0xGXPYIyVnP2D/5Ug4v4ocsDmCIlmtxQPfffQYy7f72A4TkrBcCX45sofjX6a4t27q2SXQOMme9ECzjNHs4QnLWCyHXnSTRAQhz1mdo4mMhOeuFIFfS7CsIyVkvBJsxQaID8OesF0rBvr/zN67xwcFL+9bIxHP42j3/xOKAn+POvc1wF9M/3Eii0zdCowMAfcdaSHT6hxwkOlT0HWmm0TnVSaNzvI1Gh7DtqegbbaLRoWozKnuIdCjpGyPqR0dpfD0w0ECiw2AcFvrPdItKh1Kr/0wXiQ4V/adp7Ok/TRQHEMUTVPZQQuZroj4kxnFGgTjHvbh8xGCInQFjC4nOsInmOuVYrZ1EB6CrGxXHamjqNtJWT6JzxEGjc7RKfNdfVDYds9HoHK2i2Zs6ahXXHtdRO00fAuh83azpIdE5TLA0OCJEqaJpFhWRDgAoiZ4MpqobFWS+VhP5h+jNCxXhk9xUUPmaTIeqzUTWpwHKuhHpKPfmo0JJgkJp70+g7Oe7DMbtRKlRikqHUkupprOJAqWGav2mqZfqLvUzIL4+JMZxRoEox/0edVgcwDisKKVE14QymjVOLSPcVyCqGxVUdVMpaHTUVDqEbUYFlU1kbUY2zsTla7Wczh4qX+/1zeTDHAewJ+tFSCRM81pTJET3elQ0RPPaTiScItGhIkrko8gOTTqhaJDKz3RtTwWVr+l0aHxNZQ8l0SDN67Vk4z6yt3Ff3NdhMlIUb3GJ++QnP4mWlhZIJBJMTEzcsMyLL74IjUaDkZGR3U8q9Ub9nnnmGXR2dqK9vR2/+Zu/iVyO5tVSxuEiGoiKSodSKxqgS79HQYTInrtVhxIqm6j6kBjHGQXiHPd70znoOIDBEAuRHM31RThLE8sH03TX8FR1oyKYoalbOE6jE0wS6RDVixIqm6h0QlmavhgSma+DKTp7qHydLOwtdjvMccCda/ldjMcVEpUOAHjWd2h0tuhsosCzGaTRWfXT6KwHaHSI6kWJx0Xka6o2o9IhqhclHidRP9qgqZvbHd7T94ol6b4/t8L73/9+vPzyy2hurpz+p7u7GxMTE7sfjUYDAFhbW8PnPvc5nDt3DsvLy/B6vfiLv/iLPdWdcbhxr3hFpUOp5V6ls4kCzyrNOSCetbtThxIPUdtT9SExjjMKRDnu96hz0HEAgyEWPGmaa29XiiaWX4+FSXQAurpRsR6LkOhsBoh0QjQ6G4kwiQ4lVDatx2l0qOzZSIprj2sjQtOHADpfB3MsDrhVxPW+hsh4+umn8fTTT6NQ4A6nGDzeApVSg6mLTnT226HWKpGIprG+4tvNW73l3IFEKoG9iTvAYObKOlq76qDVq5BKZLDkDGCwXNa9GUShUEJjSxUAYHbShcbmKoyMtWJmYhMLs1sYPtoCANh2h5FJ59DcVg0AWLjqQr3DApNFi0wmj9mJTYyeaAUA+LYjSMQyeOhdQ1hZ2MbirAfVtUZYqnTI54uYuryOkbFWSCRAcHkbkZ0E2vq4XG0rM1uwVBtgrTGiWCxi8rUVDJ5oQ9dwIy69uIAdbwQdA1xOrrV5DwwmDWz1ZgDA5SU/BkYaoVDIEA4l4fWE0V3WXV8NQK1R4PR9XVhZ9OLq5XV099uhVisQi6bh2thBbzmvtWtxG3KFDPUOzodTl53o6K2HRqtCIp6Gc9mH/pGyvze4xb6hifPhzMQGWjpqoNOrkQonsTLjxsDxsg83g8jnCnCUfTg/sYkH3jUE90YQmVQOC5ObGDrB5fr2bYWRSmXR3FEDBCxYuLSK2mYbzNVG5LJ5TL+yiNEH+gAAflcQLf0OJCLcndmlcSeq7BZYa03I5wuYOreA4Xt7IDPoEPRGEfJH0V724erMFkxVelTVmVAqcef8FfJFyORShP0x+N1hdJbPMHDOeaAzqmHr5+o+fn4VfSONUKkUiIST8GwG0TPI6RpMGizNuVFn5w4MunppDd0DDVCrlYhFUth0BtA33AhIJdh07kAmk8LeyJWdurKB9u46aHVKJOIZrC15MXCtf28EUSqV4Gi+5u9NNLdVQ69RIJ3KYmnajcFr/naFkMvm0Vj2t1IlR2A7CqNFi2w6h7mrmxi+5m9PBKl4Bs1tNs6H01uosZthsuqQzxUwfcmJkVPtAIDqOhMuvLiA1p46rs/OumGtNsBSbUCxWMLk+VUMjbVCKpMi5I8h6I+hvdwP1+Y9MJi1sNWZ0N5Th+996xUMHG2GXClHZCcOnzuMzrIP15e80OjVqKnnDji6en4VvcONUKoViIaScG8G0TPkQHtvPV788SQUSjnqyoetTl10onPADrVGiUQsjbXN0O5ZFK71HUilEtgbuf49PbGBts5aaHUqJBMZrCx635gjXOU5ovmNOaJp0AGDRYdMMouF8XUMneHyEns3dpBJ5dDUXYf2QQd+8tcvo77FBqNVj2w6h9kLqxi5l8sZ698KIVGSoqWb8+HSlAvV9SaYbQYU8gVMXVjDyKl2tPc34MILc4gEE2jrte/622LTc3NEoYhLWyEMDzdCJpMiGEwgEIihq4vTXV31w2BQ49Spdiwv+3DlyjoGBx3cHBFOYns7gp6eemQySZw7h7eETCaDaPT6J/pUKhVUqjcfynXvvffu629997vfxSOPPIK6Oq7+v/Vbv4U//uM/xn/8j/9xX7qM28cvxgFDD/RBJVdj8sVZdB1rg1qvRjycwMaMC33lnMyuBTekUinsnVw/mD43j7ahJmhNWiSjKaxMODF4by8AwL28jWK+CEcPN75mX11EY48do2cHMPPyAuYvLGP4gX4AwPaaD5lUFs193Bw1f34J9vZaGG1GZFNZzLyygNGHBgEA/o0A4pEkfun/ey+Wx51YvLSC6kYbLLUmFHIFTL40i9GzA4BEgh13CGF/FO0jLQCAlfE1mGtNqLJbUSwUcfWFGQzd14vusQ5c/JcJBLaC6DzKzd1rk+vQW/SobuTmqPHnZzDwth4olHKEfVF41/3oPs7N3eszLqj1Kpx5z3Esjztx9YUZ9JzogEqrQiwYh2vRg96T3HzmWvRArpShvo07QGvqZ3PoGG2FxqBGIpKEc3pzNwf21hJ3CHxDJ5efc+aVBbQMNEJn0iIVz2B53InBe7k8mZ5VH/LZPBrL/p57fRkPfug03CtepBMZLFxYwXB5bfc6A0gnMmjubwAkEi4OaLLBXGNELpPH9CsLGH2Qa5s3xQFXnLA1WN7w97l5DN/XC5lchh1PCCFvFB0j3E3BlavrMFUbYbNbUCqVIJFIkM8VIFfIEPJG4HcF0XWUi+/WpjehM2lRXY6Pxn86g/7TnVCqlYgEYvCs+dBT9rfBqsPSFSfqWrg1+OpLc+g+3gZ12d+bix70newESiVsLnggk0thby/7+9wC2oeboTWqkYyksDq1gYF7ust91otisQRHeZ6feXUJzb0N0Js1SMfTWLy8hqH7enf7bDadQ1MvF98p1Qr4XUGYbAZkkhnMvb6MkbIPfesBJGOp3f69eGkVNdf8nc1j+tw852+JBNWNVTj/4ytoG+J8uDy+Bmu9BdY6M9dnX5zF8AP9kMqkCHpCCHrC6DjC+XD1qhPGKgNsjiq0j7Tgu//9n7g+q1Ig7IvAtx5AV9mHzukNaPVq1DRzPpx4fhq9pzqh0qoQDUThXvai52QnOkZb8NO/exlKlQJ15T77Vs8RBqsemUTmhnPE2Q/fg+Vxp6A5onWwqezvG88RHUdacf6fr9xgjjCjym75uTmiDzKFDKHt8A3niFOPHMXyuBPjz01d52+v04/usQ5k8mm8+MIPwWCIjV+MA8aszVDqNLgYXEe/qR5amRLRfBorMT9GLVysv5bYgVQiQbOWm6svhzbQZaiFQa5CPJ9FsLSMQRM3J7lTOyiUimjUcvPMTHQdTZoajJrbMRNdx1xsEyNmbjxtp0PIFHNo1tYAAC4GvHBorDArdcgUcrga2cCYtb1cNox4Po3/T/0oFmIezEW3UKsywarSI18s4ErYieOWNkgkEixEgJ1UEv1VnO7Mjg82jRa1Wj0KpRJe82ziQ92DmA8G4E8lsJ2IY9DGzXVzQT9MKjXsOgNXH2xj0NgKhVSGcDaB7UwQPYbytWzCC41MiTNV/VhOuDERXkGvoQkqmQKxXAqbKT/6jNycVEiloZDK0KQ1AwAu7Gyg31wHnUyJWD6Dxah/N0+4M8HdkGjRlf0ddKHLWA2DXIWQDJgO+nCitnx9F4sgVyygw8SVveL34D2tPViPhZHK5zAe2MbpuvI1WzyKZD6HLnMV9EkZpte9sFsNsBq0yOULuLLixolurqw3FEeH3YpYKsv5ZcOHGrMeVUYt8oUiLi9v4XinA3mrFL5YAoFEEn11XJvPbfth1WlQa9C/EQcUipDLpAjEk/BEYxi0c/5e8AVgUKlQU8N99xXfOo5WNUAtkyOYSWEjEcaIlYuHzEo1pkNeOHTctezr/g0MW+zQyOUIZ9NYje3gSFUDFIoC1uI7kEkkaCr78FJwA73GWujkKsTzGSxEvThq5dpmPcHtB7Toy7FfcBPthmpooEMyn8NUaBsnqjm/bCYiyBTy6DByZVVSOTypGKwqDdKFPK7sbOF0DbeWbyWjiOey6LJy/fBqcBsNWiNsai2yxQIu+F04U9sECSSo1xrwvHsFfWau7HTIixq1DjWacp/1beBkdROkkMKfjsOXjqPfzK258xEfzCoN6tQG9Jlq8c3l8zhe1QiFVIadTALuZBSDFs6Hi1E/jCoF7FruwNPX/E6MWh1Qy+QIZVJYT4QwYrWjz1SLf3LNQCmVo1FX7rOBDQyY66GVKxDNpRHCBgbLZ0hsJgOQSCRwaDi/XA2vo0NfB51chWQ+g6W4B8PmFs4vqSAKpSKatNw+yXRkA/011TCr1Ujlcri67cXJRq5/b0aiSOfzeLS3G7M+Pya2t9FkMsGq0SCdz+Oy24MzTVzbuGMxhFUx9Ji5vjQZ3Ea91oBqtQ65YhHn/Zs4U9uEAXMtnvesYiedRL/lDX9Xq3WoLfsbuIRWbR+kkCFeCCOaC8KuLs9bmXVoZHr06I/Bk17DSnIKLZpeyCRyJApRhHI+ONQdSBUzAP4JjDeQlEql0u02QuxcO/39bO/vQC7b36nrRQE5yUfHWjF+Ya1iGUmBv9lGT7Ri/HxlHWlI2OsoI2c6MfHKUsUyhRozv03HWzB+0VmxjCRDkzZCkubXGTnVjonXViqWKbk8vDqjD/Rh/IXZimWkRgO/PW/rwsS5xYplijUWfntOtGH8/CpvOUhp7jRKsnneMiMn2zDxOo9Nef5T24W0GWT89RKkI+HPcSakXkXCMwSkLv6nJUfu7cbEzxYqFzLp+XVOd2Di1eWKZbIO/v545EgzrlxZv+nv8/k0zp370ptOf//u6i9Bv4/T3+PhPFa+8xC+8pWvXPfzL3zhC/jiF7940++1tLTgBz/4AUZGRt70uxdffBHvfve70dnZCZlMho985CP47d/+bQDAf/pP/wl2ux2f/exnAQCzs7N4+OGHsbGxsec6MMTBtTjgfjy655yLt8LoQ4MYf27qYHQEzHPCtfjn3tGzAxh/fppHhii/pCB7+jH+/EzlQgLsGX2wH+M/rawjEeBrITpCQnchOgCAItFlQKnIW0RI25cE2CNER5A9Qvq0EF8TjVcqKO05qLkoX8rhRfzwLYkD3t/2b7BarXvWYDCAN+KA7r/7DGTa/e0H1Bj401UeMXfgSrhyDB7L8NsxZm3HhWDl6x3/On8sf4+9CS+7+ePZtq5t3jJC6uYOmXh1hJAOqXnL3FPfhJc9letmGeefh050N+L8wmbFMqka/jjgdGsjXl2rrJPr5k/fcqamGa/4bn79dQ2VimbvJZPhj4+F2FTM8cdu99Q242VvZR25kn9f4XR1C171OyuWkcr44wkhOjYjTUoqAPBO1Fb8/ZmmRryyUbkPAUDBnuEtI8TXHxy8xKvTrh3ESvLmcUAmnsPX7vknFgf8HOzJehGyTpRSZX2FRgcANpZoXoNdX6NJz0HFxgrNa+Lrc24SnY1F/gBHCFR9iJINov5I1WYby0Q6hOOMio0Fmn60sUw07veY3oniQJlPfepTeOqpp677+Y2eqhfKkSNH4HK5YDKZ4HK58M53vhM2mw0f+MAH9qzJYPwi67MuUekA3JPxJDqENlGwPrtFozN3d+pQIrZ+fff2acJxf5vb7DAfLMc43Kwnaa5TVuM0OothutQ1VHWjgqpuqx6alEPLfhqdpai40g0BdDYtRmj2lJZj4tKhYmmHLk0vla99WRYH3Cpss16EqNQ0T+1R6QCASkNkE+ETxhSQ+VqrpNHREOkIeIPjoBFbvxabDiVk45XKR3sc90VI9nUoTBESqFSq3bvzFPy8lsPhwIc+9CGcO3cOH/jAB9DU1ISVlTeeXnI6nWhqaiL724zDA9laQKQDEK5z+3wikRqx+VpsOpRQtT2dzt3pa9Jxf5v7I0UcwGDciaikNDG4Wkajo5HRXVtS1Y0KjZymbmolkY6CRoeyzaigskkjpxofRG1GNM6oUBP1aYDO1woJiwNulTs32/5dTJ3dTKPTQKMDALUOmtdG6uw0r7RRUdvA/9qfEOqabSQ6tY1UfqapFyW1RP2Rqs1qBaRvEaRDOM6oqC2f4bBvHapxXyeucb8fPB4PikXudchYLIZ//ud/xujoKADgfe97H370ox9he3sbpVIJf/7nf44PfvCDt9Ncxh1KXWuNqHQota7lUBcLda009lDVS2w6lIitbmIcZxSIctyLzEcMhtipU9Ncp9g1NDqNBrpYnqpuVDTqaepmr6J5OMhhJtLRie/6i8qmRiIdR/lMhP3riMvXjSa6B9WofG1RsDjgVmGb9QwGg8EQJYWSdN+fW+GJJ56Aw+GAy+XC29/+dnR0dAAAHn/8cfzoRz8CAHzve9/D4OAghoeHcfLkSfzSL/0SPvKRjwAA2tra8Pu///s4c+YMOjo6UF1djSeeeILWKQwGg8FgHBIOOg5gMBgMBoMhHg5zHMAOmBXAQR8wK5VJUOQ5QFbIAbNCdIQeMCuVSVEsVD5cQ8gBs4LqdoAHzAqpl5ADZoXoCDlgVoiOkANmhfiZK3hwB8wKsknAAbNCfCTkgFlB9gg4DFCIzkEfMCvIRwIOmBWiI+SAWalUgmKFQwNvdsDs/7v8TujMe/ddIpzDb3T85I48UIYhLg76gFlBY5hKR+ABs8K0hMy9/DoHecCsoHoJsEdQvQStKQLiEgGhu+A+dIAHzAqqmwB7BNWNyB4hB8xSjVcqKO05qLnoZgfMsjiAIRYO+oBZKaQoovLYE3LArEwiQYFnHhNywKwQHUDYAbNC6naQB8wKqZuQA2ZlUgkKPGuYkANmhdgj5IBZoW12kAfMCrFJyAGzQnSEHDArREfIAbNCdA7ygFmhbS/kgFkhWkIOmOUb9zc7YPYwxwF37m2Gu5juvgYanX4aHQDoHm6k0emzk+hQ0T3ooNE51kqjM0qT37p7gK7tqegeIPI1VZtR6RDVi5Lu0WYanSGauvX01O/pe4f5TjrjcNMz1iEqHUqtnrF2Eh0quo+3iUvnmLjsoaT7OE3bU/UhMY4zCsQ57vemw+IAxmGl10Bz7d1vpInlR6rrSHQAurpRMWKjqdtAc+UNVKEM2Wl0hi3i2ncB6Gwatu7t2vIXGSKyZ8gsLl8P19H0IYDO1w4NiwNulTvX8rsYNdHhkFQ6AN0BU2qRHcZJdRCnmuqwMzI/i+uwM4Dw0FMyHapD08TVpwHxHZontnHPYIgdlY5oTSHSodQS2wGzaqJ6UcUBYrOHEqq6kR0wK8JxRoEox73IfMRgiB0V0YGVahlNLE91yCRAVzcqyA4rVRId5kulQ3jIKBVUNmmJ2kxDdQAz4figQKOgs4fK1woJiwNuFbZZL0JikZSodAAgFuZ/1UqQTjRNokMFma9DNK81kfmZsO2pEFu/vqt9Lbb+GNvbuC9Auu8Pg3EnEgvyvyJ/kDoAENsRn00UiM3XYtOhRGx1Y3364LT2qnPQccAnP/lJtLS0QCKRYGJi4oZlvvWtb2FkZGT3Y7PZ8N73vhcA4HQ6IZPJrvv9ysrKnurOONzEcjTXF5EcTSwfztBdw1PVjQqqukUSNDrhFJFOVlz7LgCdTVQ6EaK+KDZfh9N09lDVLVW4M+IAMSG+220iRpJKQyLdZ25PNX+e6M31HX4dATmoNtcC/OUE5ip1LXv5ywqxySnAJqI86pDLeIu4NoK85SQG/jZzuWO85UpW/tx7mztp3nLSOP+EuTXjgjTFn3+uqOfP4ycESYJ/odua2YSEzyYBbb+16IEkx5MjP8Ff963JdV57Snotr45r2Qfw5HOVBaO8OkIpOPhPUt9IlVDkKScp8Ofx29yOosTzBKMizN8fPVNuKCqcISEp3DhfXrEkQbG099zV+/kug3E72Zx38xcSkP98c8HNX05AXncA2Fz08JaVyASsu8te3nISoqfKJAr+MHdrMwypTlO5kIL/ycQtTwLSco7NmyIg971rOwGJqbKOkJlty5uE1Cwg52+e/8wZQfCtyyj7Wlt5XS1ls/w6a35IefpISUC9XMvbvH2xJGStFDLODvCIMEHzxwFr7VXnoOOA97///XjyySdxzz333LTMRz7ykd2D5QFgYGAAH/7wh3f/bTAYbrrRz7jzSYQ1kGb2d/1k0/M/VONM+nn7b6HI379XYzu85SR5ATo7IUHlwil+30xlokgXK5fLZmi2qSQp/rhk1RuBJM8Tlwg4umN9O8RbrqDiXwuWY0HecqopAdeoihRUOf5yKTv/OicEZZDf1xuKFOQ8NuX1/M5eC8cgzVeOzUo5/v66spVCKV/ZnpyD/1p3MRhGrlC5z245bbw6QmkY8Vb8fVwaRK2dfz8kleMfZzvSDCyWylovbHfy6qilCqSLNy9XSLD9gF/kzr3NcBfTR5Qnum+YLpd279EWEp0+ojzhVPSO0OTM6z1Ok7OezB6inOWU9B5pIdKhqVvvUaI2IzpngBK6OYSmP+51LjrMd9IZh5u+011EOt0kOgDQd4rIplP8Af1B0kuU/5wsDhCZDiVUvu47SdOHyPo04TijgGr+oNTaq85BxwH33nsvHA7hMcv58+fh8/nwyCOP3GrVGIyKDBhprneGzTSx/NFaupzcVDZRcbSOJif3cCuNzmgDkU4jjQ4lVHU7Uk+kYyfSqRLXeYEDJrr9CarxOrhHm27HfsDS0hJOnz6Nrq4uHD9+HDMzM28q89Of/hRjY2Po6+tDf38/nnzySRSLAu7q3QJsJ4PBYDAYDAaDwWAwGHcdmUwG0Wj0uk8mc+Mn+G6VZ555Br/xG78Bxc/lB04kEjh+/DiOHDmCL33pSygIeDuDwWAwGAyGOHjiiSfw8Y9/HIuLi/jMZz6Dxx577E1lLBYLnn32WczOzuLy5ct49dVX8Td/8zekdrDNehGy6RSQBucAdQDAteIj0dlcD5DoUOFao7HHtVz5VSTBOlT2rPpJdChxrdL0Iaq6UfVp15r4fC0olZYQHSdNf9zrXFQsSff9YTDuRFxEqSeodADAtUCUDmPBQ6JDhWt5m0iHKA4QmQ4lriUaX1P1oU2iPk05ziggHfe3eS6iiAO+9rWvwWQyXff58pe/vO86JRIJPPvss/jYxz62+7P6+npsbW3h4sWLeO6553Du3Dl89atf3fffYhw+NpI01xfOBE0svxIOkugAdDZRsRIKkeg4vTQ6q0EanbUAjQ4lqztEPiJqMypfr8boxgcFG0m6MUY1Xtf3aNNB7wf4fD5cunQJv/7rvw4AeN/73ofNzU0sLy9fV250dBRtbW0AALVajZGRETidzj3V8WaIaifjZz/7Gd797nfDbrdDIpHgBz/4wXW/f+yxxyCRSK77PPzww7y6Tz/9NFpaWqBWq3HixAlcuHDhLaoBDTIZTV4lmYyueam0KG2iQCYXV73I7CHSoURsfUhsbU+J2OaQveoUIUFhH5+ioMzODDHB4gAOKdH8RKXDafHnIhWC2Nan2z3PiV2HEtGt30R9mnKcUUA77m/vXEQRB3zqU59CJBK57vPZz35233X6zne+g/7+fvT19e3+TKVSoaaGOzPIarXiox/9KM6dO7fvv3WYYHEAh0zgeTIHpkN1phzobKKCqm5Ua5ycrM3Edx1EZZPY+rXo+jShPbd7LqKIA27lDbvNzU3U19dDLufy+UskEjQ1NWFjY+OmNm5vb+O73/0u3vWud+2pjjdDVL0qkUhgeHgYTz/99E3LPPzww/B4PLufb3/72xU1//7v/x6f/vSn8YUvfAFXrlzB8PAw3v72t8Pno3mq9q3A3mgl0rGQ6ABAfQvNgRh2B03dqKgn8nV9azWNDpU9TVUkOpTUN9P0ofpmmrqR2SNCX1ONs9s9F3EHyuznTrr4glRGZVgcwGHvqBOVDgDY22tFpUNFfSv/od3CdIjiAJHpUFLfRuNrsfVFynFGAem4v81zEUUcoFKpYDQar/uoVKp91+mZZ5657ql6gHsiL5fjDuLLZDL4/ve/j9HR0X3/rcMEiwM4GjQ01xeNWppYvsVoJtEB6GyiosUk4DB2ATTaaHSaLEQ6VjOJDiXNFjONjpnGR2Q6ejOJDhUNGroxRjVeHXu0iSIOeKvesAOAaDSKd7/73XjyySdx7NgxEs1r0ByzTcQ73vEOvOMd76hYRqVSoa5OeMD3p3/6p/jN3/xNfOQjHwEA/Pmf/zl+/OMf46/+6q/wX/7Lf9mXvQwGg8FgMOhgcQCDwWAwbhdPPPEEfvzjH2N7extvf/vbYTAYsLy8jMcffxyPPPLI7kGyCwsLmJiYwE9+8pPrvv/yyy/j85//PGQyGfL5PB588EE89dRTt6MqdywsDmAwGAwGJZ/61KfetBbf7KZ9Y2MjPB4P8vk85HI5SqUSNjY20NT05gNyY7EYHn74YTz66KP49Kc/TW63qDbrhfDiiy+ipqYGFosFDz74IP7wD/8QVVU3vvOczWZx+fLl6151lEqleOihh/Daa6/d9G9kMpnrXouIRqN0FRDA1PjNX7G4JZ0rNDoAMH1+lURnaoLOJgqmL6/T6Ly+zF9IiA6VPRfXSHQomb5A04emL9DUbfrCCo3OJSeJDiV0cwhNf9zrXHTt9bW9sp/vMsTLoYgDfjYnKh0AmDo3T6SzQKJDxfRrSzQ6VHGAyHQomX6VxtdTL9P0IbI+TTjOKCAd97d5LjroOOAb3/jGDX/+zW9+87p/d3d3IxaLvance9/7Xrz3ve+9pb/JuHUOQxwwGaG53rkSoonlz3tcJDoAnU1UnHdvkehcWabRueii0bm0TqNDycVNGpsubIlMJ0A3Pii4GnaSaVGN14k92kQRB1x7w04INTU1OHLkCP72b/8Wjz32GL73ve/B4XCgo6PjunLxeBwPP/wwHn74Yfze7/3enu2rhKjS4PDx8MMP42/+5m/w/PPP47/+1/+Kl156Ce94xztQKBRuWD4QCKBQKKC29vrXXGtra7G9ffNDrr785S9f94pEY2MjaT34aO+ieS23vZvuNdj2/gYaHaK6UdHeQ+Oj9n4HjQ6VPX12Eh1K2vtpbKKqW3sfUZ/urSfRoURsc8hedYrY54Eyd9YSxxDAoYkDRlpEpcNpNdPoDNPoUNE+SNO27QNEcQBVPEGkQwmZr4ff/HTTnnSo+jThOKOAdtzTaO1Vh8UBjF/ksMQBHXqa651uA00s32+jSWMG0NlERb+NJm1ct4NGp6+GRqe3Tnzp8HpriXxULS6dfjPd+KCgU0+3P0E1XrsMe7PpdsQB3/jGN/CNb3wDXV1d+JM/+RN861vfAgA8/vjj+NGPfgQA+PrXv44LFy7g+9//PkZGRjAyMoI/+qM/2lMdb8Yd9WT9Bz/4wd3/HxwcxNDQENrb2/Hiiy/i7NmzZH/ns5/97HWvMUSj0QNdoLW6/edR5HSUJDoAoNET2aSl0aFCQ+RrjUFNo0NlD5EOJRodkY+I+qJGL642o4RuDhHfXMQ43ByaOMCoEZUOAGgNVDbRzL1UkK0FVDpU8QSRDiVUNpH1RbI+TTfOKCAd9yKcixiHm0MTB8hoYnCdnEZHr6CL5alsokKvpKmbTk2kQ2WPSnzXX1S+FpuOTi4uX2sJxxjVeKWa0w6C7u7uG7559fNv2T311FNveZq7O2qz/hdpa2uDzWbD8vLyDRdnm80GmUwGr9d73c+9Xm/FPHcqlYrk4KG9kozf+GTiWyVBpAMAyViaRidBZxMFVL5ORlM0OlT2xGnaixIqm8j6IpU9YvQ10ThLENVtr3NRoSRFobT3p+L2813GncFdGwdEkqLSAQjXuQiNDhXJGFG9qNYmKj8T6VBCZVOCzEfiG2cUkI772zwXsTiAwcfdGgck8jRrSjxPc00Qy9Jdw1PZREUsmyXRiaeJdDLi0qGEyiaqNiNr+5y4fJ0gHGNU43WvNh3mOODOtRyAy+XCzs4O6utv/EqFUqnE0aNH8fzzz+/+rFgs4vnnn8epU6cOysxbZnXZy19IAGtLNDoAsDbnIdGhqhsVa4s3f/3xlnRm3TQ6VPbM0+hQQtWHqOpG1mYL4vP1KtHYp5pD9qpTggTFfXxKLGf9Xc9dGwdM0pw7QaVDqbU6Ja6za9ZmaPKMrs3S5D0lW5uIdCgh8zVRHxLjOKNAlON+jzosDmDwcbfGASsJmuuLpTiNzlwwQKID0NlExdwOTd2Wtmh05v00OgvbdG1GxbyPyEcBcfl6LuIj0aFimXCMUY3Xvdp0mOMAUW3Wx+NxTExMYGJiAgCwtraGiYkJbGxsIB6P43d/93fx+uuvw+l04vnnn8ejjz6Kjo4OvP3tb9/VOHv2LP7n//yfu//+9Kc/jb/8y7/EX//1X2Nubg7/4T/8ByQSid3T4MXIwAhNLs6BURodAOgfayXRGSDKM0pF/xGafKX9J9tpdKjsOdZCokNJ/3GaPtR/vIVGZ6yNRudoC4kOJXRzCE1/3OtcdO1O+n4+jDsLFgdwDLytR1Q6ADBwT7eodKjoP9lJo3OCKA6giieIdCjpP0Xj64EzVH1RfOOMAtJxf5vnIhYHHD5YHMAxZGoh0Rk108TyY3U0Z30BdDZRMVZPcz7AaDuNzjEHjc7RZvGdYXeskcam43YinQYiHZu4zgkaJhxjVON1rzYd5jhAVGlwLl26hAceeGD339fyxP37f//v8b/+1//C5OQk/vqv/xrhcBh2ux2//Mu/jD/4gz+47hW1lZUVBH7uTtuv/uqvwu/34/Of/zy2t7cxMjKCf/3Xf33TITMMBoPBYDBuLywOYDAYDAbj8MLiAAaDwWAwRLZZf//996NUKt309//n//wfXg2n0/mmn33iE5/AJz7xif2YdqC4N4MkOlsbNDoA4HbSvCLkdtHZRIGbyEfuVT+NDpU96+J77Y2sDzl3iHSI2mydxh5K6OYQmrrtdS4qliQolvb+6tp+vsu4PbA4gMO9RPPKqXuJJv0YALiXiWwSWTo89yrNq8vuNaI1hSqeINKhhMrXW0R9iKxPE44zCqjmD0qtveqwOODwweIADleKJgbfSNJcE6xFQiQ6AJ1NVKxFwiQ6G34anfUQkU6QRocSqro5wyLTidONDwqo5g+Abrxu7tGmwxwHiGqznsFRLN48QLkVKgU6t6xFZBNV3aigqheVr8nsEZmfgbvXR5TjjAqxzSF71SlAisI+srXt57sMxu2kWCwS6dDNT1Ra4osDaHwttjVFjGsT3fotrvEhtj5NNX9Qau1Vh8UBjMNKCUTzJZkOHVQ2UUG1XFKtu8W7OA6gqxuJzF3ra9J9QKo5hO0H3DJ3ruV3MY7mKlHpAEBDWzWJjqOJziYKGlpo7Glor6HRobKnlaa9KKGyqaHNRqRD1WY09lBCN4fQ1G2v9ly7k76fD4NxJ+LopsmhSaUDAI6uGx/ed+s6dSQ6VDR00NhDFgeITIeShg6alBN0fZFIh3CcUUA67m/zXMTiAMZhpVFDE4M3a2muCdpMFhIdgM4mKtrMZhKd5hoaH7VaaXRaqujajAqqurVazCQ6bRYiewxWEh0qGrV0+xNU47VpjzYd5jiAbdYzGAwGg8FgMBgMBoPBYDAYDAaDcZuRlMT2zoYIiUajMJlMeMj+BORSFf8XKlEo8BZRqhXIpnMVyxRt/HcBlSo5spl8xTKSTJZXR6hNQt5HEqSjVAiyiQ9JIkViT0mv5dcR4OuSjP+unqA2y/O/SixEBwCQE1BGAJI8Tb+GgNekBY0Pg45fR4iPBNzOFNRmG3T5bCU6AXUT0q+zPG0hUEci43cSn06+mMVz3r9EJBKB0WgEAASDQXxu+qPQmPY+56YiGfzBwF/BahXX0w6MO49rccD9eBRyCc0aVQmVRolMimd9lspIdCQKYRkRlRolsjxaUhX/eFVqFMimeOYVrUaQTbwI0BG0pmjV/DpC4gAVf5sJWpsEZBQRGgdIs0RxQDLNW0bQ2pQkit2E6Ajoi6V0RoAO/9goCYj/BVOsrCVo/hAIlRafTr6Uw4v4IYsDGKLlWhzQ+JU/gFTDvyZUQprhj53VcjnS+crzs6Ilzq8jlSNdrKyTDvCvlWqZHOkC/3ohj/Gvc0LqJqWZwmCZ49+fUCnlyPCshSUp/3W8SiFHhufaWpalsUee4Q8EhOgAQEFB8+RxVs/fr4X4KGOh8XWsj78TCenXCj2Njnxaz6sjlIytcvsLHa/SNL+vhYzXopK/X/PpFNNpbHz291gc8HOwJ+tFSDPRK+LNhK9AN3fQaFHpUNHcSfNKNpWvyXRE5mcAaO4kqttd2maUNHcR+aibJkXAXue0YkmCwj4+d/Jrb4zDTVO/g0anr4FEBwCae2m0mnvElTKELL6hWlOI0g5S6VBCFgd0E8XJRH2RamxQQTV/UGrtVYfFAYzDSifRxlKHgSYdRqeFLnUNVd2oaLPT2NPWQKPTSqTT0iiudEMAna87amh0Os00PqIaZ1RQjrHOKiJf79GmwxwHsANmRYjORPNEmd64v7v+P4+OSEtnJHpajggqe6j8ozcQ+ZlIhxI6X4trfFC1GSU6I//bIIJ0iOaiveoc5tPfGYcbvZn/DZqD1OG0qOYVGh0q7tY1RZxrE9WaQtOH9FQ6FnH1adpxf3vnIhYHMA4rRgFvqgnSUdCsBSYljT0AYFTTaVGg19HYY9AS6VDZQ6RDCZmPNDQ6VP2aapxRQTV/UGoZ9+jrwxwHsCfrRUg6SfPeV4pIB6CziUqHinSS//VmYTpEbUb02nKaSIcSuj5E02ZU44OqzSih69fiGh8MxmEhHedPKSJIJ0Gjw2kRzQdEOlRQrZdUawqVPXd1HEDUh1JUfTousj5NNH9QalHaxGAcBpI5/nSVgnQKRDpE9gBAUkAqzoMkxZemVahOhkiHyh4iHUrIfETUh6j6dYponFFBOl6p5qK8uHx0J8CerBchS1c3aHRm3CQ6ALA0vUWk4yLRoWJpisYeKl+T6UzTtT0VZL6+S9uMkqXJTRqdCaK5aI9zWrEkRbG093vK+/kug3E7Wby0SqSzRqIDAIuXabSWxp0kOlSIbU1ZnKU544RKhxIyX1PFyUR9kWpsUEE1f1Bq7VWHxQGMw8qUz0eiMx2mWQsmA14SHYCublTMOWnsmV2j0Zkj0plfoWszKmaJfD3totGZ3KHx0VRIXDEX5Rib8tJo7dWmwxwH3LmW38UMnuog0Rk63kKiAwCDY61EOm0kOlQMnmin0SHy9dAxGh0qeygZPEHT9lRtRjU+qNqMksGTNHPI4OlOGp09zmkFSPb9YTDuRIbu76PRua+XRAcAhu7tIdEZvKebRIcKqriEbE052iwqHUrI4gCitWmIqC8O3UczNqigmj8otfaqw+IAxmHlRAPNWRhjVU0kOifr6c7COOEQ1zkfR3po7DlKpHOE6ByUUcLzS6g42k1Tt+NtNDon62h8NGajGWdUUM0fAN14PWHfm85hjgPYk/UMBoPBECWHOUcdg8FgMBiHHRYHMBgMBoNxeDnMcQB7sl6EbG/skOh4XCESHQDY3qTR2t4MkuhQsb1J4+ttIl97toj8TNj2VFC1PVWbUY0PqjajhGoO2V4n0iGyh8E4LGyv0ryWu030KjWn5afRcQZIdKigWpuo1pRtqjhAjGsTVRywTtOHPER9kWpsUEE1f1BqUdrEYBwGNqMRGp1kmERnI0ZjDwBsRui0KHD7oiQ6W36aelHZ4/aKy88AsBWgsckVpNGh6tdU44yKzShNHwLoxiulTYcF9mS9CMll8jQ6WRodQJw2USC2eonNHkrI6iYyH1HZQwld3WgOgtmrjw5zjjrG4SZLNPayhIeLUdlENa9QQTZfEulkswVR6VAiujhAhOOMAqqxSqm1Vx0WBzAOK5k8zRyeKdLMl5kC3fUOVd2oyOaJ1u8c0fqdo7JHfNeoZD6iGh8FInsIxwcFpOOVyEd7tekwxwFss74CTz/9NJ5++mkUyh108FQHVAoNpl5fRudQI9RaFRLRJNYXveg7xuV031r1QSKVwN5SDQCYubCK1j47tHo1UvE0VqY2MFDOue1xBlAoFOForwEAzF1ywtFRg5F7ujB7cRUL4xsYOs3levZuBpFJZdHUVceV3Yig3mGFyaJFJpPD7PgmRk9yuUB9nggS8TQeeOcgVua3sTjjRnWdEZYqPfL5AqYurWPkRCskEgl2XDuIBBNo660HAKzMemCx6WGtMaBYKGHy/CoGx1rRNejApZ8tYscbRceAHQCwNr8Ng0kDW70JADDxyjIGjrVArpQjshOHdyuErqFGAMD6khcarRKnfqkfK7NuTL6+gu7hRqg0SsTCSWytBdAzyuX6cm2GIJfLUNdoAQBMX3Kivc8OjVaJRCyN9WUf+spl3eUnf+3NVQCA2fENNHfUQGdQI70Tw8rMFgbK+Wi3N3aQyxXQWPb3/Pg6xs72wbO+g0wqi4WJDQyVc2v7toJIJbJo7qpDSaPC4tQWahvMMFl1yGcLmL6yjpGyvwPbETR31iIRSwMAlmfdqKoxwmLTo5AvYuqSE0NjrZDKpdjxxxDaiaOjp+zvhW2YLFrYaowolUqQSCSwN1khl8sQ2onD742iq6/s7yUvdAY1aqoNnL9fX0XfaBOUKjmioSQ8riC6B7m8awaTBsuzHtQ2mAEAkxfX0D3ggEqjQCySgmstgN6RRqBQgGs1AJlMivpmK+fvi06099ZDo1chGctgbWEb/cead/1dKpbQ0Grj/H2F87dep0Q6mcXSlGs3J+32ZhC5TB6NHZy/lSo5TFYdjFYdMqkc5sc3MHy6vezvMFLxNJo7awEAi5ObqGmwwFylRy6bx8zFNQyf7oBEIoGt3oSLP51Day/nl5UZFyzVRlhrjCgWi5h8bQXDx1sglUkR9McQDMTRUe7fqwvbMJq1sNUa0d5Th+/+/17FwJEmKJRyhHcS8HnC6Brg8qk5l3zQGpSoqed8OHFhFb1DjVCpFYiEk/BsBtEz6EB7Tx1e+MkUFCo56hu4Pjt5yYnOfjs0GiXisTQ2/AH0jXF9a2t5GxKpFPY2zi8zry+htd8BrUFTniM2MXCKy8frWfNxc0RHedxfWEHjQAMMZt2b+qx3cweZdA5NnXVoH2jAT/72VdQ3VcFo1SObyWH24hpG7ukCAPjdIcR3Ymgp+3BpYgPVDRaYqw0o5AuYenUZI2/rQvtQIy7832lEduJoG+D61sqUC5ZqA6x1JhQLRUy9voLBUx2QyaUI+WPY8YTRUR73a3NuGExanPjlAaxMuzBxbhH9J9qhUMoQDsThcwXRNdKETC6N5/4Rb6IECYr7yDNXuoNz1DHEwS/GAUMP9EElV2PyxVl0HWuDWq9GPJzAxowLfWe4/NeuBTekUinsndy4nT43j7ahJmhNWiSjKaxMODF4L5dL3r28jWK+CEcPNxZnX11EY48do2cHMPPyAuYvLGP4gX4A3FPymVQWzX3cWJy/uAp7Wy2MNgOy6SxmXlnE6NkBAIB/cwfxcBIP/toZLI87sXh5FdWOKlhqTSjkC5h8aQ6jD/YDEgl2fFFE/FG0D3Pz/PLEOiy1RlTVW1AsFHH1pTkMva0HXcfbcOn/TCKwFULnkRYAwNrUJvQWHaod3Ppx9ZVlDJzu5OIAfwzejQC6jnLx0fqcGxqdCqfeNYqVyQ1M/mwe3cfaoNIqEQslsLXkRU95vXZthqBQyFFXXtunX19B+6ADGp0KiWga6/Nu9JXLbq1yTzU3tHFx1+yFVTT32KEzqpEqACvTbgyUz93Z3izHAW3X4oANjD3Y+0YccHUTQyevrUshpJJZNHfWoqRWYmFqC7V2M8xVOuSyeUxf2diNu/zbEbT8XBywVI4DrLY34q7h4y2QqOVcHBBMoKOb6x8ri9swmXWw1Rh244CGRis3p+4k4PdG3ogDln3Q6VWoqeHirvELa+gfboRSJefWJVcIPeU1zGDSYGnOgzq7mWuby0509zdArVYgFk1h07mDviEHJPkCXGsByORS1DeW44DL62jvqYNGp0IynsHa4jb6j5TjgI0gFwe0/Fzc1V4DvUpKEgc0tXDx3dL4OmocVpiqDchn8pg+v4KRt3UBEgmq7WZc+LcZtPZzdV2Z3IS11ghLLbcuTb6yhOF7uyGVShH0RhDcjqBjmNNdnd6E0aqHzW5B+1Ajvvs//i8GTndycYA/Bt/mDrrK/ds5uwWNUoqaZi7mmfjpLHpPdkClVSISiMGz4kPPiXa0jzTjhW+/BqVagbpWrh9OvjSPrqOtUOtViIeSWJ/eQN9pbg12LXoglUpgL6/t0y8vcHOEUYNkLIWViXUMvo3Lg+9e8aKYL8DRXZ4jXltEY1cdDFY9MonMDeeIB3/tHiyPOzF/fgn29loYbUZkU1nMvLKA0YcGuT67EUA8kkTrIOeXxUsrqG60cXNEroDJl2YxenYAHUdacf6fryDsj6J9hPPLyvgazLVmVNnLc8QLMxi6rw8yhQyh7TACW0F0HuX6wNrkOvQWPU49chTL406MPzeFgbf1QKFSIOyLwOv0o3usA5l8Gi++8EP8IiwOYNxufjEOOGV3QKHV4nW3C4M1NdDJlYhk01gKBnGsjhunq5EQJABaTdx1wYXtLfRabTAoVYjnspjbCmCsnFN6PRJBoVhEm4Ure8XjQZvFgjONjbjkcePqthcnHdy674pGkcrn0Wnl5uoZ+QoatRZYlRqki3lcCbpw2tYCAHCnoojlM3h3Qz/mIl5MhT2o1xhhU+mQLxVxYWcDp2wtkADYyOewk0qiv6p8bbLjg02jRa1Wj0KphNc8m3h3azfmQwH4UwlsJ+IYtHHXbHNBP0wqNew67vr09YUtHG+wQymTYSeZhCsaw3Bd+fpuZwdahQK/3N6OWb8fr226MFJXC41CgXA6jbVQCKP15Wu27RAUMimazNx6d2FzC/21NdApFYhlMlgM7OBoA+dvZygMAGixmAEAl7fc6LJVwaBSQZbNYt7pw2g5n/yWL4J8vohme3mfYXkb94y0wuWLIJ3JY2ZlG0fLcZYnEEUqnUObowqQSDCz6kW9zQCrUYtsvoCJRTfG+rhrHm8wjnaHFfFklvOL04caix5VJi3yhSKuLGzhaI8DiiIQCCUQjCTRVd4vWlz3w2LQotqqQ6kESCSAo84MuUyKYCQJ704cveW4ZWVjB3qtEnaTHgBwaXIDgz12qJRyhKMpuL1h9HVyPjTq1VhY9aK+HDNcmd5EX2cd1CoForE0NtxBDHTbUZRJsO4OQiaTwlHL+XBi3oXO5hroNErEUxksbwQwUs43v7kdQqkENNWXr3sX3Wh1WKGu0iCVyWHW6dvNTb8ViCCbK6C1nuuzKoUMFoMGZr0GmWwek6seHO/hfLi9E0MinUVTB7fmTru8sJsNsOq1yBUKuLzmxokOBySQoM6kx0vzTnTXc2XntnywGXWoNuhQLBVxYWULp2obIZNK4Esm4EslMFDu37NBPywqDep1evRbavCN2UsYq2mAUiZDIJXEViKKYRu3Pi+EAjDrdLBrOR++5ndi1NoAtUyBUDaJ9XgII9YG9Jlq8U+uGShlcjRqOR9eCGxg0FIPjUyBaC4NpzyN0UaubZw7IUgkEjRby312w43uWhv0KiUS2Szmtv041sT5cCMURqFYQmsV5+9xlwcdNhPMajVSuTyu+rZxsuH6OeLRzm7MBPyY8G6j2WiCRaNBJp/HpW0Pzjg4f7tjMSSkWXTbOB9OeX2oN+hh02qRLxZx3rWF002N6K+pxk9X1xBMpdBXXd7j9Plh02pRq9ehUCrhVe8mTtgbIJdK4U8m4U3EMVBdjrV3AjCp1HiotRUzfj9ecW3iuN0OpVSGnVQKrlgUwzW1yCWT2MCbOcxxgKRUKpVutxFiJxqNwmQy4SH7E5BLVfsTE3BnauRtXZg4t1ixTNFm4dUZPdmG8ddXK5aRZLK8OgAwcrodE6+uVC4koCuNnO7AxKvLlQspFYJs4kOSSPHbc6YTE68sVSxT0mv5dU62YYLH1yUZ/0QxeqIN4+d52ixfJLEHAEB0x10i4O72yJkOTLzC0/ZFAXUT0GZFg45XR8j4EJIoTFCbbdCdEC/R8ddt5J4uTLxceQ4pZfmfchu5txsTP1uobI+M30l8c1q+mMVz3r9EJBKB0WgEAASDQXziyiegMu19zs1EMvifR/4nrOWLGgZjr1yLA+7Ho5BLaNaoSow+NIjx56YqF5LK+HXODmD8+emKZSQKYc9tjD7Yj/GfzlQ2ScU/Xkfu78XEi3OVbdJqBNnEiwAdIXFJUavm1RGyppRUAtpsrBXjF9YqF+JfKoXpAJASvREgSaZ5ywiJA0pJAbGbgLVJiM7o/b0Y5+mLpXSGX+dsP8afrzw2SkRPpgEAipW1BM0fAqHS4tPJl3J4ET9kcQBDtFyLAxq/8geQavjXhEpIM/yx85nGRryyuVmxjKIlzqtz2taCVwPOimXSAf618h57E15232gr7XrkMf517kxTI17ZqFw3qbAtCl4sc/z7E8f7G3FxprI9JSn/dfxYXyMuzFbWkWUF2DPQiIvTlXXkGf5A4NhQEy5N8rdZQUGzmZnV8/frsd5GXJirXLeMhd+ekx2NeH25sk6sj78T3VPfhJc9lX2k0PPrnK5uwat+Z8Uy8mk9r45QMrbK7X/G0YhXXJX9AwDSNL+vhYzXopK/X/PZVEynsfHZ32NxwM9x574TcBczf2WdRmfSRaIDAPMT/INdmA7/gnGQzI+Ly9fzU0Q6hG1Pxfw4TdvfrW1Gyfy4k0bnMpEO0ZzGYBwW5l+vfENSsM55nhukt6J1gUZr/qKAG8kHCFVcQrembNHoTNPoUEIWB1CtTUR9cf48z8MsBwzV/EGpRWkTg3EYGN/eJtGZCLlJdMZ9dA8ejXto6kbF9DKNPVMrNDpU9sws0rUZFdOrNHWb3KDRGffT+GgiKK6Ya9xLN8aoxiulTYcFtlkvQuwtNhKda68zU2BvqqLRaabRoYLK13YiX1O1GZU9lFC1vdjGB+U4o8LeTNSvW4l09thm13LU7efDYNyJ2DtqaXTaaXQAoL6NyKbyq9xigWptoltT+N+cFKTjoNGhRHRxAFFfrG8XWZ8mmj8otfaqw+IAxmGl2WQi0WnS0awFzUYziQ4ANJtp6kZFYy2NPY01NDoOInsa6swkOpQ4iHzUWEWj02ww0+joxRVztRjpxhjVeG3Z45x2mOOAO9fyuxijlT/NhRBMFv70LUIxWmm0jBaaulFBZY+RyNcmM5Wf6dqeCqp+TdVmVOODqs0oMVppXrOj09lbmxVLkn1/boVPfvKTaGlpgUQiwcTExA3L/PSnP8XY2Bj6+vrQ39+PJ598EsVy+ian0wmZTIaRkZHdz8qKuJ64ZNwZGG1GIh0DiQ4AmIi0jFV0rwFTcLeuKeJcm4jiAKI+ZKLSIRxnFFDNH5Rae9U56DiAwRALVg1NOjirkkhHTZSeDnR1o8JkoLHHLDYdo7j8DABmPY1NFp24+rVFKa6Yy0I4xqjGq2WPvj7McQA7YFaEZNL8uaQPUgcAsikarSyhTRRQ+YiqXmKzh5IMUR8S2/igHGdUZNI0iR6zKRqdvfqoCOzrQBkBaZ2v4/3vfz+efPJJ3HPPPTctY7FY8Oyzz6KtrQ3pdBoPPfQQ/uZv/gaPPfYYAMBgMNx0o5/BEEomyZ8nW5AO0Rim1KKaV6gQ21pAppMR4dpEFUtSrU1UOkmR9Wmi+YNSa686Bx0HMBhiIZ2nOU8kVSDSIbIHAFJEZ6ZRkSE6uyVNpZMRlw4lZL4m6kNU/TpdEFfMRTV/AIQ+2qPOYY4D2Ga9CJm/5CTRmbtKk2ceAOaIctbPEeUrpYIqlzaVr+cmiXQI254Ksly1d2mbUTJ/mchHRHMR1Zz2VnPvvffylhkdHd39f7VajZGRETidzrfQKsZhZO41mvzOVDoAMPc6Tc76uQsiy1lPtDaRrSlE56DM3cVn11CtTVR9kWpsUEE67kU4FzEYh4ErHqJc2iGateCKjyb3PQCME9WNiqllGnumVmh0ponsmVmkazMqJldp6nZ1g0bnip/oTAeR5ay/sk14xoSbyNeENh0WWBocETJ8TyeJzsiJNhIdABg+RaM1fKqdRIeK4dMdNDpEvh4ZI/IzYdtTMXyapu2p2oxqfFC1GSXDZ2jmkOG3ddHo7HFOo3jtLZPJIBqNXvfJZGieFNze3sZ3v/tdvOtd79r9WSKRwPHjx3HkyBF86UtfQqFQIPlbjMPFyNkBGp0H+0l0AGDkgT4SneH7ekh0qKCKS8jWlOOtotKhhCwOIFqbRoj64siDNGODCqr5g1JrrzqH+fV3xuHmdGMjic4pWwuJzhl7E4kOAJxuoqkbFcf6aOw53kujc6yfRufoIF2bUXG8h6ZuJ9ppdM7U0/joVHULiQ4Vpx10Y4xqvO7VpsMcB7DNegaDwWCIkiL2eaAMpPja174Gk8l03efLX/7yvm2LRqN497vfjSeffBLHjh0DANTX12NrawsXL17Ec889h3PnzuGrX/3qvv8Wg8FgMBiHEYo4gMFgMBgMxp3JYY4DWBqcW0Eq5T77oGjjPwXZmy6iWGutbEo4zqvjX/JAGktULFNSCOsCvq0QUCpVLiThv2vlc4cFlaOgJODgEW8oxVtu4Tf5T/fOmEpwDlYuV7Ly5zTN6jNYe1vlA0pKaRmvTtpYwNpJASdu52naou+P+F+x9Dn9QJYnn5uA/iikD/H1e0DY+Mg1VB6HAOCJJFHQqyqWkdv4dQRT4M+85vPFAKWiYpmShf+wN1+qiFJtVeVCAnIGeiNZlEw3P4CvVMgA3hv8fJ93w0slCT71qU/hqaeeuu7nKlXl9uIjFovh4YcfxqOPPopPf/rT1+nW1NQAAKxWKz760Y/i7/7u7/Dkk0/u6+8x7jKErJUbAd5yEim/jn9zh7ecRC4sDvBvhXnLSnT8B2z5A0neckLmJyHkqvkPNN0qFpFtrLx+p61KXp01ZQHxzsrrbk7H32bL2jzCvZUPLC0J6ENLhgJCA/x+VKRosnmqgvxrwaZEgnSrrWIZZYB//falCijxxcnBGK+OP5yB1FTZRyWJAB1vDFKNumKZYirNqyOUUqlymwmZP8pCvEV8636hZr0lOhRxAINBiqz82QeGrhBvmbBWAoOmcrnoqplXxxnLIRupvBbKBCwDnkAcsiT/PogyLCDGkcZ5y+nc/POTEMzz/HN4MrEN82blcr/7D8/y6mhkzXhPoXIq0hMq/jUO0laguFaxyEtpM6+MVtaMszz2AECjPMxvkwB+t+Ukb5lU5xqsS9sVy+TPHuXVSQd2UL1V+U1pRYI/dotXp2D1V75mzr2Dv812CjtQqyvvc8TshGcI8AxFVzaCopp/YGub+fcUA1oZ1JpIxTKZdGUfAsC2xg9Zfeqmv5ckbxwnHeY4gG3Wi5BkgiZFQ4pIBwBScfHZRAFVvRJZmsPF4nkinZy4DjsDCPuQyPpiUmQHywFAKk6zKZBM0NTtdo57lUoFo5Fm4w8A4vE4Hn74YTz88MP4vd/7vet+5/P5YLFYoFAokMlk8P3vf/+6HPcMhlCSsZsHs7dDBwCScRotqvmJCqo5PEl0WGmS6IBwKnsoSRIdVkq2NlHFEzGR9WnKcS/CuYjBOAwkiK4JE0TXhHGia12A7rqZCqq1KV8SsBEvhBL/BqoQ8kQ6lJCtKURtlshQ7eGIa4+Lci8oQVQ3Me5PiZ07952Au5iWjhoSneauOhIdSq3mrloSHSqaO2l83VXF8/SxQLpNlZ84E6xjptGhpLm7nkiHpg9R9enWtmoSHUqau2nq1kI0Ppo799ZmRUj2/bkVnnjiCTgcDrhcLrz97W9HRwd3PsLjjz+OH/3oRwCAr3/967hw4QK+//3vY2RkBCMjI/ijP/ojAMDLL7+M0dFRDA8P48iRI6irq3vTU/0MhhBaBmhyaLYM0OWsbOlzkOg099CsBVS08jzpLZS2RiKdBpp4ot1Bo0NJayvNekkWJxOtlc19DSQ6VFDNH5Rae9U56DiAwRALHQaia1Qr0TUq0bUuAHTWiGt9ammn8bVOTnNmmETeTaJjUNDYQwnVmtLaQhNPdNTT9MVOovFKRbeFbi+Iqm5dxr212WGOA9iT9QwGg8EQJfs9FOZWv/uNb3zjhj//5je/ufv/Tz311E034N/73vfive997y39TQaDwWAwGDfmoOMABoPBYDAY4uEwxwHsyXoRsjjjptGZ3CTRAYClKf6c5MJ0tkh0qFiaprFn0neDhNt74Gqwcg43wToBGh1KFq9u0OhM0vRFqvGxMOch0aGEzEdE44Nq/mAwDguLF1dodC7R6ADA4uXK+VMF60zQrAVULCzQrJdzK0Q6azTxxCyRDiVUvl6coVmbFq/SxAFLV5wkOlRQzR+UWpQ2vZV88pOfREtLCyQSCSYmJm5Y5sUXX4RGo9l9u25kZASp1BupHZ555hl0dnaivb0dv/mbv4lcjue8JgbjBsxExHWNOumlW1OmtsS1Pi3O0uy9xHLTJDql/FUSnUiWxh5KqNaChUWaeGJmnaYvTkdo+hAVV/10e0FTRHWbColvz0TssM16EVJTL+BgUCE6DfwHowrWsptFpUMFlT0NBpqc2A1aIh09XY5uKmocNP2Rql+T6dSJ0NcNZhqdeiKdPY6za3fS9/NhMO5EapppXl+taaJ7DbamieZV4RoH4YHbBNTW0szhddVEOlVUOpUPqb0d1NbQ1I1sbaKKSxrFldKBav6g1NqrzkHHAe9///vx8ssvo7m5uWK57u5uTExM7H40Gg0AYG1tDZ/73Odw7tw5LC8vw+v14i/+4i/2VHfG4aZebSbRIbtGJdIBALtZXOtTTR3N3otaZifRkUhp0g5S2UMJ1ZpCFU/UW2n6ol1D04eooNwLoqqbfY/7XId5P4Bt1osQs7Xyie2Cdar0JDoAYCLSMlXR1I0KE5Gvq8pB+n6xqbWi0qHETLRxYCbqQ1Tjw2IRV58G6OpG5eu9zh+HeXFmHG7MNTSBMZUOAJiJNqPNNrrYhAKzmWa9tBipdGjiCSuRPZSYLTQ2iS1ONlWLa+OJdNzf5rnooOOAe++9Fw7H3jfKvvvd7+KRRx5BXV0dJBIJfuu3fgvf/va396zHOLxYVeK6Rq3S0ugAQJVOXOsT1ZqikBI9jCCluQGskonr4QiAcE0hit2sBiIdpbj2A2waujFWRVS3qj3OaYd5P4Bt1ouQXLZApJMn0QGAPJFWnqhuVORzNPZkC0Q6RXHpUELVH8U2PnJEfYgSsflor/PHYV6cGYebXIYmbQKVDqdFNYfTxSYUUM3huby4dLJEOpSQ+TonrniCKkamgnbc3965iCIOyGQyiEaj130ymcy+6rOysoIjR47g+PHj+LM/+7Pdn29sbFz3VH5LSws2NsSV+otxZ5Ar0swrZNeoRDrUWhRQrQUlEM29pSyJTJFIhxKyNYVqD4cqdhPZ3gvpeCWq2159dDv2A5aWlnD69Gl0dXXh+PHjmJmZeVMZp9OJ+++/HyaTCSMjI3uqGx9ss16ETI/TBHUzF2nyywLA9CWnqHSomL68TqJz0UOTy+uCnya39wWvuM4GAICZC6s0OkT9mkpniijnLSVUdZu+QjMXUY0zBuOwMH1unkbn5QUSHQCYfnWRRGfmPM1aQMUU0ZkaV+do1t2JRZp4gkqHEipfU61NVHHJ9KtLJDpUUM0flFqUNt0qX/va12Ayma77fPnLX96z3pEjR+ByuXDlyhX84z/+I/78z/8c//AP/0BoMYMBXAnRzHNU16gX3XRryuV1ca1P00Rn6USyl0h0SvkLJDqh7BUSHUqo1oKpaZp4YnyFpi9eJhqvVFDuBVHV7eKO+PZMbsYTTzyBj3/841hcXMRnPvMZPPbYY28qYzQa8Yd/+If4u7/7u7fMDvlbpnwX8PTTT+Ppp59GoXxnavBUO1QKDaZeX0HnUCPUWiUSkRTWl7zoO9YCANha9UMilcDewuXjmrmwhtbeemgNaqTiGSx5ohg80gQAcG+GUCgU0djCveo0e9WFxpYqDI+1YnZiEwszWxgu625vhZHJ5NDcVg0AWHx5EfXNVTBadMhmcpi95MTImU4AgN8dRiKWwoO/chSrs24sTW2iut4Ms82AQr6AqfOrGD7dAYlEgsBOHJFgAm29XE6zlVk3LDY9rDVGFAtFTJ5fxeBYK7oGHbj0s0XseKPoGGgAAKzNe2AwaWAr5w6deG0FA8daIFfKENlJwLsVQtcQ9yrp+pIPGq0Spx7qw8qcG5Ovr6J7uBEqjQKxcApbawH0jDYCAFwbIcjlMtQ1crlEpy850d5nh0arRCKWxvqyD32jZR+u7wAA7M1lH45voLmjBjqDGqlkFiuzbgxc8+FmCPl8AY5Wrm3mr27iwXcNw70ZRCaVw8KUC0NjrQAAnzuMVDKL5o4a2BwGXPV64TAaUaXRIFso4KLHjTMOzl5PPI4uSxViOe4pnWm/D7U6Paq1WuSLRZx3b+FUgwNSYwHeVBz+dAIDllquf4R8qFJrUafRo4QSACBfLEEhlcKfTsCTjGHIWsfZG/bDoFTBbuH8/bJnA8dq7FDL5AhmUliPRTBq48qaVGpM73jRqOdeNXttexMjtjpo5AqEM2msRII4WmMHChKsRIKQSaRoMXK657dd6K+qgV6hRCyXwVwwgLFars2d0TCKpRLaTFzbXPK60WmpwuA9WqSTGSxNbmLwZAfn740d5LJ5NHZwdVWo5dhxh2G06pFJZzF/eR3D5T7r2woiFc+guZ/7O4uTLtQ0WGCu0iGXLWDm4lq5zwK2OhMuvjCP1t56rs9Ob8FSY4S1xoBisYTJ11YwdKodUqkUQV8UIX8U7f1cP1ybc8Ng0cFWZ0JbXz2+/5c/Q//xViiUcoR34vBthdA1xLXr+uI2FA4Last5DMcvO9HX3wCVWoFIOAn3Vgi9/Q1o76zBT/9tFkqlHPXl3OxXxzfQ1VMHjUaJeCwNVzSFviPck1Zba+U5opyzb+aSE609ddDquTliZc6NgeNcP/Ss76BQKMJRHvdz4+tobK6Cwazl+uzVTQydbAMAeDdDyKSzaOqsRVufHf/yd+dR32SF0apDNp3H7GUnRs507M4RsQLQ2sm1zeKMG9V1Rliq9MjnC5i6tI6RE61o76nHhXOLiASTaO/h+tbynAeWKj2qagzcHPHqMgaPt0AmlyEUiHFzRLkd1xa2YTBpcOL+bqzMb3NzxNFmyJVyRHbi8LrD6Bp0IJNN4fkb7HUUIUER+zj9fR/fZTCAN8cBQw/0QSVXY/LFWXQda4Nar0Y8nMDGjAt9Z7oBAK4FN6RSKeyd3JiZPjePtqEmaE1aJKMprFxdx+C9vQAA9/I2ivkiHD3cGjz76gIauxswerYfM68sYv7CMoYf6AcAbK/5kElm0VyezxYuraK+rRYmmwHZVBYzry5i9OwAAMC3EUAiksRDv/42rFxdx+LlVVQ7qmCpNaGQK2DyZ3MYebAfEokEO/44IoEY2oe4dXX56josNSZU1ZtRLBRx9WfzGLynG11HW3Dp36ax4w6hc7QFALA6vQmDWYfqch76q5c30X+ijZtTA3H4NoPoKq/X6wvb0GiVOPnwEFZnXJh8ZQndo81QaZWIhZPYWvGh5yinu+lPksQBcaUUS0teDJXndbcnjHyugKZy/v3ZWTfO/lIfPFthpDM5zM95MDLC6W57I0incmhpsSFrUGBueRt1NUZYjFrk8gVcndvCsUGurG8nhtbGKiSS3FNsC6teVFv1sJp1yBcKmJjdwpF+B4paKQLhBILRJLqayvHchh8WgxbVP5dSrVAoQiaTIhhNwhuMo7elBgCw4tqBXqtEbTmv/YXZTQx31kOlkCMcS8Hlj2Cgjet3Rq0a8xs+2G1c2cvzLvS11kKjUiCSSGPdE8JQRz1k2RI23EHIpFI01Jm5dpxzobOlBlqNEolkBssbAQz3cPO6yxNCqQQ02rm2mVpwo9VhhaVFgXQqi4VFL4aHy/GRJ4xctoCmctsoFTL4AzGYTFpkMjnMzroxOsqtjV5vFMlkBl3t19alLdTUm2G26pDL5TF9ZQMjY62QSCSw1Rpw4dwS2rreWJes1XpYbQYUi0VcvejE0OkOSKUSLg7wxdB+LXadLccB9Sa09TXg+3/xIvrH2qBQyrg4wBVCV9n+9YVtqKs1uznpr740j96xNig1SkR34nCv+tBzvA3tQ4148TsXoFApUFeO/6deXkDnaAvUOhUSkSTWxtfQf5qLeVyL25BKJbCX46PplxfQNtgErUmDZDTNzRFv4+YT94oXhXwRjd1czDP72hIc7Q4YqvTIJDI3nCPOfvgMlifWMX9+Cfb2WhhtRm6OeGUBow8NAgD8GwHEwwm0lvvw4qUVVDfa3pgjXprF6NkBdIy24vyPryDsj6J9hBufK+NrMNeaUWW3cHPECzMYuq8PMoUMoe0wAltBdB7lYpO1yXXoLXqcevdRLE84Mf7cFAbe1gOFSoGwLwKv04/usQ5k8mm8+MIP8YtQxAGf+tSn8NRTT133c5VKtWdNo/GNlGAOhwMf+tCHcO7cOXzgAx9AU1MTVlbeOEDR6XSiqalpz3+Lcfv5xTjgVL0DCq0Wr3tcGKyugU6uRCSbxlIoiGO13Fq+GglBIgFajdw8ecG7hV6rDQaFCvFcFi5JHEes3Ny3mQyiUCqiRcfNHVdDm2jR23DC2oqJ8AamI1s4ZuWuC9ypENKFPNr03Prx6mYMzSYTLGoNMoU8Lnk8u9en7ngMsUwWv9Ldg9mAH1M+H+r1eth+7vr0tKMREgC+WAI7qST6qjndGb8fNq0WtTodisUSXtty4aPDo1gIBuBPJOFNxDFQw61L84EATCo16g1cWrFLO1s42myHUibDTiIJdziGwQZurlv27UCjVOBsbxvmPQGcX3NhyFELjUKBSCqNtUAII43cXLedCkIuk8JRzV2HXVncQk9zDbQqBeKpDJa3djDSwfl7wxsGADTVmgEAE8tudDRUQa9RQV4KY3neg8HydZjHxe0HNJbn6rkpFx58eICLA1K56/ZfvJ4w0skcmturYVaeQiw3BbWsAQqpFSXkEMlegll5CgCQKW5DJ+tEvhQDAMRzM1DKaqGU2lBCHpHsRZiVJyBRZIGiF6ViABI5N3eX8rOQSK2AtA7l7QAAeUAiB4oBlIpuSORD5bLzgMSIKlUXAGAn8zrMylHIJCpkiyEk8y6Yldw8L5caEcvOQSPn1r9g5iJMygHIJBrkihHE82uwKEegk8WRya9AAjmUcs5PyewFqOR9kEn1KBTjyORnoVWOAQCyeSdKKEIlbyuXvQSVvAujDw0iHU9j8dIqhu7v49px1YtsJoemXi52VaoVCLh2YLQZkUlmMPfaEkauxa7rfiRjKTSW44KFxW3U1hhhNmuRyxUwNe3CkdEmABJUV+vx+vlVtLdx/XBp2Ysqqw5Wqx7FYhETVzdxvMsBqUSCQDQBfySB3kau7OJWACadGrVmPboc1fh/n7+C0XY7lHIZgrEkPMEY+pvLfdazA5VWivpy3vbzO2sYNjdCLZMjlE1iMxnCkLkBPcY6/MQ9DaVUDoeW64cXg+sYMNmhkSkQy6Ux4U1fN0dIJZLd/ZdfnCNmdnw4Ucf5zBkNo1Aqot3ExdqXfW60W6wwq9RI5XOY8G/jVD037jdjEaTyebynvQezQT/G/R40G8ywqjVI5/O45HPjHnvT7hxRUJbQZeD8Mh3xoE5jhE2pQ75UxMXgOk5WtaLXWIeXfEsIZhPoNXJx11x0G1UqHWpUBhRKJZxzb2HM1gi5RIZAJo7tVBwDZq7sQtQHk0KNB+s7MBv24VW/E8erGqGQyrCTSWArGcGQxY5sIoUbPW540PsBPp8Ply5dwv/9v/9/9v48urKsPu+Hn3PneZLu1TzPKqkk1dg1NDTQCfCL3ZgpYDu2AdO0X7vtEOKYEIwD2A6sJE6wQ8c0bozt4GCShh8Qe71+w9TQ1V1ds0pVUkmledbVvdKd5+G8fxxV0UVX3XPr6qmqU63zWeuu1WptPbXP3md/93P23ee7/y8A4N3vfjeefvppzMzMoLOz82Y5j8eDkydP4oUXXqi4bnIIoiiK8sX2NtFoFE6nE483/n+g01Ru7gCgWMYhFiNH23DpTOmdsZpwXFZn+EQXRl8qvdtH1Jf3fc3w8U6MvjxTupAgPxCGj3dg9GWZU8DLrBOD4UfaMfpK6Z1VUx+Rz/d2orEJL62U/rZQ9Mi/inaypgWn/KV3IYtprbxOXTNOrZfxLWies5jZ/8fy324Pn+zG6CmZnZll9P3wiU6MviRzL5YR1soZH7kG+b4/cKgVF2XeGNFtRmV1ykUoFGXLlNNGRat87smRR9pxSWZ8CGWkIxg+1oHR03ce9/lCBj+Y/q+IRCI3H4K3t7fxnpf+HfQOk6z+nchF03j+xH+Ax6O8nI0qDxc3fMBjeAd0gn53YmXMlSOPD+LS96+UltHKzwUjbxnApR9cLa1T5qLVyJv6celHEyXLaBzyHmf40W6Mvlh6LhDdnPz4Oa98fswDB1pw8WLpeTftMcjqHBpsxvkrpefdnFW+7w/3N+HchIyfKOMeOtLfhLMyOgCgT8nPKeVg3JafC8ppa0MwIaszcrQdl2Te0NBsx2R1hk92YfSUjE+OlqHzWB9GX7hWskwxlZbVKRcxXzqNQDnxQxKS90pla+1SJy/m8AK+oxgf0Nraim9/+9u3fbV9fX0dNTU10Gg0iMVieNvb3oZf//Vfx4c+9CHMzc3h5MmTuHjxImpqavCOd7wD//Sf/lM8/fTTFV+DijK44QOa/uQPoTFXfk8CgLMxIlvmaFU7zmyVjnPROZesTjnPqEIZ08CJpia8tCw/pxi35BM3HGtvwum50lrWNc4SleeK/DPYyJE2XDpbeu3l3/yvv5PVcRmOIZw9XbLMUaP8HCfoT0LMnSpZ5sdpl6xOlfERbGVekS3XpAvLlimHf9P6iGyZcuaU/FsOyuocGGnBxUul/US4U967He1pwpmp0vdi7u1hWZ1Hqtrwylbpeyi2RjzfRmaYnaxvxqk1+bUgW438muKxqjaclrm2TFr+2ei4txUvBxbu+PtiMo35D/3xPfEBf3vo38NqvfWZwGg03vaL+wsXLuCXfumXMDX107eTjxw5gs9//vN485vf/JryL7zwAj760Y9idHS04jreCTUNjgIJ+uUfDMrS2ZA3AvdbK7jBW7RkEPRz6rMRlw905bCe5PT9epJTHybBjTBJh3UvcnQCm5w+Y0JrI9L4CPorq4+as15lrxJc2SLpbFN0ACC4GuLorIcpOiwCQU4MD5SxOFwOmyHO/M3SYRIMkPwta25aJ82Va5yxwYIVP5halercbx/w1FNPobGxESsrK3jrW996cxfdhz/8YXz3u98FAHzzm9/E4OAghoaG8Mgjj+Cf/JN/gg9+8IMAgPb2dnzmM5/BiRMn0NnZCa/Xi6eeeqqia1fZ22ymlfWMytIBAH9UWfNTkLSpKlv0U3TEwgZFJ13g1IcJbU4heTd/GRtgy9JJK2s9YD3Bq88GKxZV2EYMH8BOh3e/UNPgKJBoJEnRiYXkv7ktWytMqhNJhwWrPqE0Z8dUKJvi6KQ5Okxi25z7MRZS1viIRhXY1qQ2irLGPak+Kip7hegWx2SzdAAgus15oGF6EwbRCCeGR2IcHxCJc3TCJB0mEdJ8qTSfHCONDRbUcb/FuTaWzr3m2Wefve3/f+65527+99NPP11yp/yTTz6JJ598kl43lb1FOKuwZ1SSDgCEksqan6JhztyUK5K+uBU5Gy2yxTBFhwlrLmD5iUiC5LlyynrWDWV4Yyyc47R1OPPg1kzuJh1eU1MT1tfXkc/nodPpIIoilpaWHkhKO0XtrP/JT36Cn//5n0d9fT0EQcC3v/3tm7/L5XL4+Mc/jsHBQVitVtTX1+NXf/VXsSZz2MmnP/1pCIJwy6e3t/ceX8nuaO+uoei07eShp2j11pF0aik6LNp6OPXpq66m6PS7fBwdj5eiw6Stv4Gj00e6F0njo6OT02dMWG3UThoflcYPdWf93kP1ARLtQ60knRaKDgC0DzZRdFhzAYuODk4M72zhzLtdTRw/0U3SYcJq6xu56ndLWz/HB7QNcMYGC1b8kLQ4MaRSHdUH7D1UHyDR7VDWMypLBwB6a5U1P7HWXqw6zj0l6PopOg59D0WHCWtOuZGrfrd0N3DuxR475x5iwVwL6iVdW6+zsj5j+ACj0QiHw3HL506L9T6fDwcOHMDXvvY1ANLbdI2Njbfkq79fKGqxPpFIYGhoCM8888xrfpdMJnHx4kV86lOfwsWLF/Gtb30LU1NTeOKJJ2R19+3bh/X19ZufU6dK5wBTUVFRUXnwFMXdTtAP+gpU7hbVB6ioqKio3ED1AXsP1QeoqKioqNzgQfiAZ599Fs8++yy6u7vx+c9/Hl/96lcB3JoSL5lMorGxEe9973sxMTGBxsZGfOITn2BeurLS4Lz97W/H29/+9tv+zul04nvf+94t/++LX/wijhw5Ivtagk6nQ22tsnZ0l2LmGidP2ey4/KGf5WutknRK73y438xeW6fojAc2KTpXQ5zccle3OPVhMnuVcz/OXmXdi5z6TF/njFcmrDaaIY2P2YnKxr0oChB3sStuN3+r8mBQfYDEzMXSBzmVrXOJowMAM6OlD/Iql9krPG/CYHqaM+9en+fMu1OLHJ1Jkg4TVlvT5iaWn7gsf4jb/YQVP5haleqoPmDvofoAiWtRhT2jbvLmlIl1Zc1PM5Octo7nJig6Yv4qRSeaLX3w+YOANadMz3D8xLVlzr14Laqs9QDmWtAE6drGw5XpPAgf0NPTg9OnX3tY9KtT4lksFqys3NtnGkXtrL9bIpEIBEGAy+UqWW56ehr19fVob2/HL//yL2NpSVmm+mfxeG0UHbfXQdEBAI+Pc3q1x0s8BZuAp5pTH6/FKl+oDHwmkg6pPkzcPs79SNMhjQ9PFWe8MmG1kaeac21KG/cqrx9etz6gzsXRqXVTdCQtJ0WHFZ9YsGJ4lZsz71a7SDpO5fmAKg+nTjSfzPK2NZyxwYIVP5hazDqpqLya16sP8Bo5cc5rJT1bknQAwGtT1vzEWg8waDmpRwQNJ8WLUausdEMAby5g+QkvyStVk8YrC5+ZOF5J1+YzKauNHgYe2sX6dDqNj3/84/jFX/xFOBx3fvA7evQo/uqv/gr/+I//iD//8z/H/Pw8Hn30UcRidz58KZPJIBqN3vK5n9AWyIgPxKyFTdaDEQs36YGPZWB8ZlJ9iAGaBet+pH1xRKpPlQIX65X25Zq7Qp0ihF1/VF6/vK59QB1nkZ26aFfL0fLUKGuxnvXAV0VaZK9iPTiS6sOE9cUIa2GF5QPcpC+yWLDiB1OrUh3VB6iU4vXsA6qNnDjH2sBFXay3K2t+Yq29GDSkPOG0xXrlnWFHm1M8nD6rdpAW/ZW2WE/cuEn74rDCxfq97AMUlQanXHK5HP75P//nEEURf/7nf16y7Ktfo9u/fz+OHj2KlpYW/K//9b/w67/+67f9m8997nP4zGc+85r/XwhsQRD0u6q7poQpuEGx2Q5hsXTaiEKn/GFWebsZBW/pBwghV5DVAYCiQQfRaiqtlc7J64gANKW/IxL12rLqJMfkb8sHKVeNGdeOl35Yq6kPyurY3XZ4LaXL9XnkX9fqtWmgdU7LlpPXEaHzTsmW86c4RnD5GfkH1TqPGcu/WLpcbE2+Ps46NyZOlH6Ntf8/yL/aXswXgEKxZBlNrvTvAUDMFmTLCRn5sVEuYhmmoqDXQ7SUHq+YWZDVKTaY5cs1yR/QV8wXgGKJNrrD73Z7OJx6sNzrlwflAygI8vskigVRvpxWfq4sivLlBNPtD1h6jZZWK1tWtFlkdQoGg2y5rI/zYBBrlr+2mFePaEvpeBlvkI8lkUZgO1e6rTNV8nNKuFFE0FC6TFEvn4Bzu76IgEW+nD7O2bdj9su3dbhZi61s6XL2ZflHk0SNGfGO0n7CWoaXzDssKNS4SpYpx5GKJhMER2n/IojE5Omp0veRKAJCGfFBLMg/AxSLIiDI3P9lXFtRxm/d8e9UH6ByBx6UD7DNaaE17u5ZNbPmkS/TakVmoXQ559EtWR2zxwWnMVSyTGhV/jkuZyiiYJEfx6br8mNOV1WEaat03HBNp2R1yuHf/K+/ky3jMhzF49kzJcvEimZZHYOoly33w5T8XFlVtGIrU7rvl3NVsjpZjR1rWfkF+608x3N9YeFl2TJmPZDKlS5XpX1JVkenP4F8rnS5X/u5D8vqOAou+M6FS5aZ2if/xX4ib0Z8rXQ5Y4izxgUAxe5Eyd8Llgz0zoysjvCiS/7f6rBAmC1dLj+cltXJ5QXkS/jkYv72v9vLPuCh21l/Y2JeXFzE9773vZLfot8Ol8uF7u5uzMzM3LHMJz7xCUQikZuf5eXl3Vb7rhh7UX6RtRwuX+DklwWAy+cWKDpjZ3h5NBmc9nP69kKIc12TcU7fs3SYnN1eoOicXuf02djLd44BdwNznLEYO8u5Hy//mJPrcOzMXEV/dyNH3W4+Kq8/9oIPuPwCJ+8pawwDwNip6xydCuPBveLCJCff5Jl5Tv7z06T8l6fXlHU2AACcm+G00UXSmTOs+ZvlJ1iw4gcAXP7R+APVUX2Ayu3YCz7gzAInXp7b5jwTsJ6/AODcdWXNT2GZhfpy2cqcU5TOWnqUosNEbqG+XOQW6suFtcalNM/1SoCX5uvsLMnfblZWp73sAx6qxfobE/P09DS+//3vo6pK/hvFnyUej2N2dhZ1dXV3LGM0GuFwOG753E/2P9pD0Rk62ELRAYChw60Unf1H2yg6LI7VyL+hUA4H3Zzr6rVx+p6lw+SIp5Wic6yO02f7j3dSdJjjjMX+I5z7ceiNfRSd/UfbKToqKnvFBww91s/RIY1hANh/spujo7B4cLC3kaJztK2BonOskVOfY/UcHSaHOzltdGAf59pY8zfLT7BgxQ8AGHrTPkXpqKjsFR9wtJUTLw97OM8ErOcvADjcraz5yWU4StGpMh5WlE69aZiiw8SsP07R0elPUHRYa1xK81yPeO982PbdcqSD5G99vDrtFRS1WB+PxzE6OorR0VEAwPz8PEZHR7G0tIRcLof3vOc9OH/+PP72b/8WhUIBGxsb2NjYQDabvanxlre8BV/84hdv/vy7v/u7+PGPf4yFhQW8/PLLeOc73wmtVotf/MVfvN+XVzYamTQx91tH0uJ8I8WsEwMt67pIQ0lpOkw0cq9Rl4mWpMO7p5X3bS3t2rSk+1FbWX3EndfeKv08zN+k71VUHyDBG3tEH/CA48G9guYDykhvVJ4Oaa5U4NykZbURyyez7mmFtbUyx31lOqoP2HuoPkCCFudI+ZpZz18Ab57jwWlrQWE6SlwPgMBKBaOs+Zvlb1gw+57lbyuNIXvZBygqZ/358+fxpje96ebPH/vYxwAAv/Zrv4ZPf/rT+O53vwsAGB4evuXvfvSjH+Gxxx4DAMzOziIY/Gnu8JWVFfziL/4itra24PV6cfLkSbzyyivwepV34MYNQv4IRWd7Sz4/ftlawThFJxTg1YnBZrJ0vq9y2cpyriuc5/Q9S4dJIMO5h1h9tr3JOShqe4tzXUxY42x7PUzRCW1WVh8Ru5tgxYf4QJm9iuoDJLY3worSAXjepNJ4cK8IhjlzSiDO0dlMKEuHSSBK8lykPmN5W5afYMGauyWt0rmu77WO6gP2HqoPkAjEOHEumOHMuaznLwAIkuYCFtligKKTKcifc1cOaZJOorBN0WFSKMif4VcOxeImRYflA5jjg0EgzVufYMWizVRlddrLPkBRi/WPPfYYxBKHFJX63Q0WFhZu+fnv/k7+UBGlsc1arCcFHwDYDpAeaJS2WJ9SlhGK5Dh9z9JhEmQt1pP6jLVgxBxnLGgLEKwFwwrH/V4+UGavovoACd4CWZiiAwDbGyRvojAfEIyQFutZDzOsxXqFPTgCQJDURlsh1mI9515U2hdQ2xuc+AHwYkilOqoP2HuoPkCC9QVwIKus5y8ACJDmXRbZAmexPs1a9CfpJAvyBxDfb/KkRXaxyFn0Z61xKc1zbRIX61lfrm2mK9PZyz5AWe9rqAAAOvZz8jl19tw5D99da/XVUnQ6+uspOiwGqnwUnR4757pazJy+Z+kw6XNw7iFWn3UMcPKvdfZwrotJRx9n7HeOtFJ0OvYpa9yrqCidzhFOjlnWGAaAjiHOvKK0eNDbwplT+us4OgM+ko6Xo8Okr4FTp+42jk5nL2euZPkJFqz4AQCdB0ixiKSjorJXYM0pfXZOnGM9fwFAX5Oy5iebnnPOh1PPOSeIpeM1dFF0mBj1gxQdrY6jw1rjGqhW1j29z8Vbn2B5twF3DUVnL6GonfUqKioqKio3EEXps5u/V1FRUVFRUXk4UX2AioqKiorK3mUv+wB1sV6BzF9dpujMTXNeDwKAuescrfnJdYoOi4ltzmtm03HOdS2nOH3P0mEyFePcQ6w+m59Yo+jMTXNe52MyP7VB0ZkbW6LozE9WVp8iBBR3kWduN3+rovIgmRtbJOlwxjAAzF9d4ehUGA/uFdeXOblhJzc4OteCHJ0Jkg6TqTVOnWYWOT6A5m1JfoLF3GVO/JC0Fkg6ldVJ9QEqexXWnHI9xplzWc9fAHB9VVnzUyI/SdGJ5q4rSieYnaXoMMnmJig6hTxHh+UDJrZ444PBZIS3PjG1TvKl4crqtJd9gLpYX4JnnnkGzzzzDAqFAgBg/xt6YdSbMPaTSXQfbIPJakQ8nMTitVXsOya9ZrQyvQ6NoEF9p/Sax9WXptA+2AyLw4xkLIX565sY2Cm7Pr+JQqGIxk7pNZVrZ2fR2FWL9oFGrMxsYOrCAvaf7AEA+JeCyKSyaO6RXh+/FsqirtENp9OCbDaH8csrGDksvWK66Y8gEc/gyPEOBPwxXL+2Bm+NA26PDYVCAWMXlzB8uBUCBGythxEJJdHRI9V3ZnID7iobqrw2FIsiLp9bwODBFtQ1uDE1voqtQAxdOyk25q5vwu4wwVvrAACM/vg6Bg62QGfQIbIVh38tjO7BRgDA4owfZrMB+w61ILAexdiZOfTsb4TRbEAsksTqfBC9w9Ir9surIej0WtQ1ugEAVy4sorOvDmaLAYlYBguzm9g33AQAWF2UDk5paPEAAMZHl9Ha4YPVboS5Wour234crdmpQyyCXLGATqdU9mJgHUd8DYjns0jl87gUXMfxWkl3JR5FMp9Dt6sKLncVJqIrqDO74NbbkBPzGA0v4rC7Q2rvTAQOnRldNqldJmOr8BodqDLYURALuBhewEF3G1ptHoRzYUTy0ZtpapZSy7Dr7HDrXRABhHMh1JvqoRW0iOaj2M5to9XcKtUpvQqz1owqvVT/ifg1dFk7oRf0iBXiCGQCaLdI90BezMOcC6PaUC3VKT6FNksbjBoDEoUE1tMb6LR2oM5gwUpqE1pBgzqTVPZqdBYd1gaYtSYkC2nMJ9awz9EOAFhLByCKIhrM0utQE7F5tJhr0KirRqqQw9XIGg57WqT6JsPIFvNot0m6kVwaPqMdboMF6UIel8PLOFol1Xc9FUE8n8FQvdQul4MbaLA5UG2yIFss4OzGKk7UN0GAAJ1Gg7GgH/0e6VCoq1ub8Jmt8FmsKIgiTq8vY//xTmg0ArY3owhtxm6+oj4/sQa724rqOieq61z4/v8+h31H2qE3aBHeimNzJYTuIekeWJzagLHJA9+N+/v8AvoGG2E06hAJp7C+EkLvQD28NQ5cODMHg0GH2noXAGDs4hK6++pgMusRj6WxEo6j/5DUj6tzAQgaAfWtUruMn51HW18dLHYTUvEMZsdXMXBUau/1haAUIzqk9r52YQENfXWwO83IpHKYurqC/Tvj3r8aQiadR3OHF95aB059bwJ1jR443BZkM3lMXFrC8COSbmA9gngshLYB6VqvX5iHt9EDd40T+VwBV16cxPCb+uFrqsK1s7OIBKLoGJL6dWZ0Ee4aB6rq3CgWihibi2DwSBu0Og1CgTi2/FF0Dkhxan5yA3anGX0jLQhshDH68iwGDrVCZ9AispWAfzWE7v2NyGRT+MFt/KS4yxPcH+bT31WUwWt8wJv6YdSZMPbCBLoPtcNkMyEeTmBpfAX9J6T5emVqDRqNBvVd0tx+9cVJtO9vhsVpQTKawuzYMgYf7QUArM36UcwX0Lgzt0+cvo6mnnq0D7VgZWoNk2dnMfSY9Hr2xkIAmWQGLf3SnDZ1aQF1bT44q+3IprMYf3kaI2/eBwDYXN5CIpLEkbcNIbCyLY3xJg/cPicKuQLGdsa4IAjYDqcRCcbQPijFg9mxZbh9DnhqndIYP3Udg8e7UNtSheuXlrC1EUbnTkqc+fFV2F0WVDdI8/XolY3bjnEAWJzehNliwL6DrQhshDH2yhx6hppgNOsRC6ckHzAi1WEukYFOp0X9jZg6toyurhqYzQYkEhnMzwcwMCDprqxI+bkbdzzD1asraGvzwmo1YssBTC5u4kCPNAesbEaQLxTRWrfjL2bXMdJVj0Q6i1Qmh/E5Pw71SbrrwSiSmRw6GqqQqhJwZdWPepcdVVYLsoUCLiyu4Vi7VN+NaAwuswm9tTtxfW0TNQ4rqm1W5ItFnFtYxdG2BhScgD+RQDCZxL6dgw0nAgFUmS2osVkhAvDH4+jyeKDTaBBMJrEej2NwJzXOVHALdqMBdW47AODUyjIO1dbBpNNhO5XCYjSCkRrpvsvmC/AnDWhySHPY6dUVDPlqYdHrEE6nMRsO4WBtHbQpAXPbIeg0GjS7nACAcyur6Pd5YTUYEM9kMRkI4lCjdI8uhsIoiiLaPFIbXlxdR2eVB16HCclsDuPLmzjcsdPe2xFkcwW010i+JZJMw+e0wm01I53L4/LiOo52Sm24Foohkcli/6Cke212A7VeB9wOC3L5Ai5fW8XBQckH6HUCrs1uorNFasPr85uocltR5bKiWCzi4vgKhg62QKPVYDsYx3YwdjPlzdx1PxwuM6p9DlT77Pje349hYLhZ8gHbCWxuRNC9k7JxYXYTNosOvp37+/JLM+g92AKjSY/odgJri0H0jrSgus6FSz+Zgt6oR22zdK1XXplF1/4mmCwGJKIpzJ+fxr6jnVK7zPghaAQ0tEv9evX0NNoGGmG1m5GMp6UYcVx6Vlib30QhX0TTTjyZODuLxt4a2D02pBMZTJ17bYw49E/3I7CyjcmzM6hrr5FiRCqL8ZevY+QtA1KMWAoiHoqjbVAay9fPz8LbVAV3jQuFXB5jP76GkbcMwNtchclXZhAORNEx3CrFiEvzcNU4UVXvQbFQxOUfXsX+N/ZDq9citBFGcHUbXQclvzE/tgib24b+490ILG/h0vevYODRXuiNeoQ3I/AvBNBzpBOZfBov/Og7+FlUH6DyoPlZH3C4vQEGswXn5laxr9EHi0GPaDqDWf82RlqkOLMQDEEjCGiucgEALi6sobuuGjajAYlMFlfCARxqkeLk0nYYhaKItmopzlxaXkd7tRu9NdWYC4ZwZdWPI23SvLQaiiKdz6PDK8WZKW0MTRYPXHoLMsU8RsNLOOqRxt5GOoJYPo2T1V3wp6OYiK6hxuRAlcGGvFjEhdACjnjaIQCYSYjYSiWxbyfVzfjWJqrNFtRYbDefrR5raMFmKolAKoGNRByD1dLawbXtAJxGE+qt0rw0MbqKkY56GHRabMeSWNuOYaBFKju7vgWzUY+Rjnr4Q3Gcu76CgdYamA16RJJpLPpD2N8mtWHYvw6dToP6BqkNx0aX0dldC4tFj3g8g4W5IAb278w1yzs+oGnHB4ytorW9GjabEXb9EOK5cTgNhwEA6cIyimIOFp3UTtHcKJyGQ8gX4yiKKURzY3AZjgIAMoVVFMQULLpOGEUjwtmrMOvqYdR4UBSz2M5eQrVRKpsqbMCgccEhdAMAItlrMGm9MGqrIYp5bGUvoMp4GFoA6UIAmeIWnHrJC0ZyUzBq3DBpfRABpAubsOnaoRF0yBS2kSpswGXo36nvNPQaOxq10r+zkr6IWuMAdIIBqWIE0dwaaoxSGp28mEOysAWHTpo/VtOj8Bl7oRdMSBdjCOeWUGvcB7Mmi2huEQK0sOule20zPQq3oQt6jRW5Yhyh7Ax8pmEAQCy3DBEiHHpp/ghkxuDUt8FsaIEoJpHOXYbZcAwAkCssQRQzMOikOa1QCEMr1EKr8UAUU0jnLsBsOCnVt7CCohiHTi/56UJ+FBpNIwRNNSBmkc+fgU5/EoAAQI9C/jK0uv6dslcgaGqg0fgAFJHPvYShw63SekAwju1A/GbKm7nrfjicFlTX2FHtc+B7/+cyBkZe5QPWI+jeSdm4MLOJNqcLDTbJS720uoQDNXUw6/TYTqewGA1jxFeHOpsNP1lehFGnQ7Nd8lKvrK1g0OeDVWdAJJvGYiyCA43S/T2/LcWIFrd0f59fXkOvT4oR8WwW1/wBHG6S7u/FkBQj2qt2YsTqOlpdNXDqzUgVchgLreFo9U/XX9KFPB6tacN6MobLoTU0W11wG6QYcWFrBce9rQCA9VQUWZsGXTe864oftS47qmwW5ItFnJ9bxdHORtQ57Rhb3sB2PIXeesl3XVsLoNpmgddhRVEs4oeYxVFvE/QaDTbTCfiTMQx6dtY4wwE4DSYcrKrHeiqGU/5FHPE2wqDRIphOYiURwXBVHXKJJG633XQv+wBBLOeUlj1ONBqF0+nEm4z/HDpBvystjdkkW2b4jX0Y/fG1kmWKOw83pRg53IZL5+ZLlhFyBVkdABg52oZLZ2S00jlZneFjHRg9XfpbXtG0uza+weRvW2XLnKxrxqn10jsPa+rDsjqH3R04Fyp9XX0e+W9u+219mIiX7vtyKFfHn7Lv+t8CgJWIU7bMI1VteGWr9D0UW5Ovz8n6ZpxaK91n/f9hVVZn+GQXRk9NlyxTqPPI6owcbsWlcwsly2iJh72JDvn7eviRdoy+MldaZ1Z+l9vIm/fh0g/HS5YRmuTzTw8f78Doy3ceH/lCBj+Y/VNEIhE4dhaWtre38dj3/hg6u1lW/466sRRe+CefhMcj348qKqW44QMewzt27QOg0coWGXnLAC794GrJMoJefr9FOWNYY5OPKQAw/MZejP5YZveZxyWvIxMPACDbIK9TDrFmo2yZI/1NODtR+m20eIO80T/W3oTTc6V1MlVFWZ0TTU14abm0TrGMW/BkYxNOrci/ZaePcx5izH55nUe6mvDKdOk62ZflfemhwWacv1LaB1iX5A9XGznShktnS/sSrT8sq1OOnyhGorI65SKmUiV/X078AACxIN/WI48P4tL3r8gIyT9KyunkxRxewHdUH6CiWG74gL7f+g/QGuWf50uRs8iXKWdOMR2VP0D0qKcdZ7ZLPxOEVuWf48p5/gIAz6i8xzna04QzU6Wvrepq6ThXLh//m/8hW8ZlOIZw9nTJMrGifByqNh5FMHOmZBkN5H1AOTrLuSpZnUbTAaykL8qWs2s4bX3YJH9/mA2PIpV9sWSZKq38nKLTP4p8rrTOr/3ch2V1ylnjmvp1h6zOyYZmnFotff2GkPzYKJdid+nDWo97W/FyYEFWx3RO/hngkc4mvDIj45OH07I6J2tacMp/5/WHYiqN5Y98VvUBr0LdWa9ION+fiCQdgJjrSWHfDfGqw+ozDspqZQnetZHamlQhhd3SErRrYwlV9md7+fR3lT0OaexR92M84Hhwr+BdlsJ8gMLaGWC2kbLGh9LaWpnjvjId1Qeo7FlY8YmiQl5XoCkpjddvn/FQ1mqH0jwgD+Z4fbDebS/7AHWxXoHI7lwrV0dmt+9dacnsPCpbR2a37/3mpQ1OPt9zIc51XSPsqmfqMDkjs6u+XF5a4+Tjv/xS6V1w5TJ6foGiw2T0DOd+HP0RJx+g3Ns0d2IvHyijsreR2w1fLqwxDACjP5ni6FQYD+4V565x5pRX5jg5/V+W2VVfLi+tKu/smjPTnDa6cIVzbSyfzPITLEZJ8QNAWTv076WO6gNU9iqn5znx8qzMrvpyYT1/AcBZmV319xu5XfXlEsycpehsyeyqL5fV9CWKDpNU9hRFJ5/j6LDWuJTmuV4O8M6uOTPDiUUv+Stbd9vLPkDzoCug8lpu5LTftc6wfKqcsrVGmjk6B1soOiyO+BooOsMuznV1Wzl9z9JhctDNuYeO1HL6bN+RdooOc5yxGDjAuR8HTnRzdHby9d8tN3LU7eajovIwMrCT037XOjt59Claj3RydCqMB/eK4W75VF7lcLCFo3O4nqNzpI6jw+RAO6dOQ30cHzAwzPElLD/BYuAkcdyzYlGFOqoPUNmrHGrmxMsDbs4zwZEaTtwFgJEOZc1PTsMhio7HMELSOUDRqTMNUnSYmPRHKTo6HUeHtcZ1pI43PhgcruKtTxxsI/lSb2NFf7eXfYC6WK9AdAbOCw/6MvLZlq1l4OTYYl0bC4OWc116gXNdOoXpMNGXkae5HAwkHdY9rdfz8s+x0LGuzcg5P4JVHxWVvYKe5QOMvLlAR9JSWjww6EhzE8lPKE2HCc1zkfqM5gMUdk+z5m6mFrNOKip7AVqcE5Q3p7DmXRYCOPFJIxhIOpz6aEnXxUQgtRFIOqz5m7U+wYK17gIAepYvVVgbPQwob0VPBZEg5xCqcKj0wRN3pbXN0YpsyR/4dT8JppIUnVCOc13RfExROky2s5x7KJjm9FmYdC+GQ5z6MImQxmt4kxOLIluV1Wcvn/6usrdhjT2WDgBEApx5pdJ4cK/YjnJi+FaCpJPkHPQWJOkw2YqTPBepz1jeluUnWIQ3I4rTqlRH9QEqe5Vt0pxCe/4iPTMDwHZMWc9OueI2RSejMJ1kMUzRYVIoBik6IkmH5QOY44PBVobntbdJ3q3SNZy97APUxXoFsrnMCdCbGzyzvrnO0dpcC1N0WKwmOAsZG+kwRWcru6UoHSZrKc49tBrn9NnmSoijQxxnLFjjbHOJY4QqrY+4ywNlHubJWWVvQxt7JB0A2FwheROF+YCNLc6XEGthjs5qjDPHseZKJushThttBEg+gDR/s/wEC+q4XyTFogp1VB+gsldhzSnrpGdU5pyyvq2sTWXpwhpFJ5VfV5ROPO+n6DDJFzj5z4tFjg5rjUtpnmstyasPzd9WWKe97APUNDgKpGuklaLT3cfLB9e9j6PVNVhZrqp7xVB1LUWnz865rjZLq6J0mAw4SblqSX3WPcTJ5dbdV0fRYdI1wMmb132Ik4e3a7Cy+tw4UGY3HxWVhxHW2GPpAEDXCCfvbaXx4F7R31ZD0Rls4Ojsr+HoDPk4OkwGmjh16usg+YB+ji9h+QkW3Yc6eFqHOVqV6qg+QGWvMkCaU/Y5OHPukJcTdwFgX4uy5ie7foCi4zLsU5SOz8A7v4SFUT9M0dHqODqsNS7m+GAw6OatTww0knypp7I22ss+QN1Zfxdo62ug1Rh3J1IsyhYRbBYILmfpuqzK71DRtHvky5lNsjoAICSz0MRKv1JdcFpldUSjHkVL6Tac+oi8TjnUNsjvLne7PajVlN4Rddgrf3J1t9UGQV/61O0B66qsTr3JBad2tmQZl1b+tSaf0YQWw5hsuWRxl/fzDlcc8l9WdFn1sFumSpb5oSB/oKm1KgmXUPqb2Wsfl69PVYMX106Uvqd7/ywgqyMk0tCES/eJaClvnJVD1is/PvJOk2w5Y1J+4hU8LmjqSpcThXK+rRaAUuXK0lBRUXk1Qhk5JAWNRr6crkwrqNXKlhVl5ncAgFEvWy7j4eRZjTfIx5ZUlSBbLtWbltXJ1mSRMpQu19W4KatT5zSjo7r0jjGvWT7tSp8dKNZNypZbTZT2m+WysOSVLZOozSFiyZYsUzDK56FN1GsQTpW+rzV5+bkyW2VCqr50OUumIKsj2iwouuwlywiZ0td9V+Rypf8trRZCGeNaLJbzBCsAgszeLlG+jVRUXi/E9mWhMe9yv2Na/u+zVQWkMvmSZcQLVfI6bQ6k5kuXkwnLAACjTgvLknxcEQrycUUoAoJM2Hju61+Ur1QZXMlWy5bJQYe0WNp3/OXaSVmdIUc3LkdL61yZk//y5GRtC05tlN5sIcTk++JkQzNOrcovkBrrOGlO3tp+TbZMt3UA1xOlPddjDnnvUi26EcyUfkZ99v/8hayOQf8GZHM/KVnml/7Vv5bV8QwC9VdKlwkM81aN9zeWXldqd9gQN8qvPV2IyG/qSdUXENOUjkVabRnjXiNCU6qc5iFeVb9HqIv1CmRxivPK0uIk5xUqAFi8vkHRWZiVf1C9n8wmOG29nuG8ihXKzVN0IrnSC/4Pgo3MMkVnJsa5h6a2Oa92L15X3iuG8/Oka5vijPvF6craSPo2fDevvVX8pyoqD5SFq5x4uTDBmZsAYPEa5zXxhRll+YDpTU7auKkIJ+4uJDlxdyXF6S8mU2FOG037OX02R0rxsjCtrHt6YZw37mmx6Kr8xpfbofoAlb3KVIgTn66T5jjWXAkAM2vKStcay01TdBZTnLWXqbD8ZrGydEjPukzWSesBsdwMRSefl/+CoRzmiOnnGCwleeuArFhUqU/eyz5ATYOjQMw2zm5ns423m5elZbFyro2FVcupj0ljpujoBQtHR8PRYWIktZFVxzn93Wbg6JgVdk8DgMVCujbSuK+0jW4cKLObj4rKw4jFwYmXFjtHBwDM9tepDyhjJ3c52Ehzk4XkS8xangdkYdNz2ojVZxYzScfK0WFhIY1V4MHHItUHqOxVlBYvWToAYDUpK2bqBBtFx0Kad216jg9gPesyYa2Z6DScTAyCpvRbceViJfkJFmaSlwR4sahSnb3sA9TFegXia3BxdBrdFB0A8NW7ODq1nNetWdSaXBQdt17+NcRysOk4OcEsWuXlUXfr5V9DLIc6s4ui02BzUHRY45VJTY2yro0VP+41v/M7v4PW1lYIgoDR0dE7lvvKV76Crq4udHR04Mknn0TuVSkJSv1ORaVcfM2ceOlr4sxNAOBr9HB06pTlA+qdnAe1Bisp7ho53q3KwOkvJqw2qpdJOVMutT5SnylsjmPFD6aWr0U+TZKKispPYT2nNJDmONZcCQB1Hp4WA7OO89zsNXDmb9ZcybqHmLDWA8yktQ6thnPuYI1XWW3tNfI8IC0WWZTVRg8D6mK9ioqKiooiEQmfu+E973kPTp06hZaWOx+kOT8/j0996lN48cUXMTMzA7/fjy9/+cuyv1NRUVFRUVG5O+63D1BRUVFRUVFRDnvZB6iL9Qrk8sucfOOXT3HyrwHA5dOcOo2e4+RkZ3E+NEfRmU5MUHTW0hcpOpuZcxQdJjOJcYrO2S1On720Wln+1J/l8mlOfZhculT6sONyocWiVypro/v92tsb3vAGNDaW3mHx/PPP44knnkBtbS0EQcBv/MZv4Otf/7rs71RU7obRH3Li5egLnFycAHD5xesUndGzyvIBr8xx8qe+5OfE3dEIJw/rRKz0ge4Pgpc2OPMuq88ujHHqM3pGWT5g9EccTwoQY9EPrlb0d3v59XeVvc1La5z4dHqeEy9ZcRcAzk7xtBhsZc5QdMainLWXlzY4foL1rMtkmrQeEMycpehkcy9SdC5UeC7LveJKlOPZAV4senmzsvt6L/sAdbFegfQeaOboHGyl6ABA7winTn37Oa8asRh0NlF0Wi2dFB2fcR9Fp8owSNFh0mLuougMuTh9dqCG8/pc3zCnPkz6+xsoOrRxX2kbEb5Kz2QyiEajt3wymUzF17K0tHTLzvvW1lYsLS3J/k5F5W7oO8aJl31HOyg6ANB3qJWjs19ZMXO4iTMXHKjmxN0++53f7LkbOq3tFB0mB7z1FJ0hUp/t6+HUp29IWfd031GOJwWIsahSnb28pU5lT3PAx4lPw42ceMmaKwFgf5uy0rW6DEMUnV5bK0XnQDWn71nPukxazJz5yW3YT9HR6w5RdAa6lNXW3bY2mhYrFh2oqtAn72EfoC7WKxCjSc/RMXN0AGKdjLw6MTBqOPXRC5yDN3QC5zAQraC8g+X0Gk4bGbWcPjPrODoG4jhjYTTqODqkazOQ4kclfOELX4DT6bzl87nPfe6B1UdFpRyMpIOqWDoAYGDVycSJTyxMek59zFpS3CX5EgNJhwmrjcykPjOx5soHOMfdDiPpkHmAGIssyjpYWkVF6Zh1CouXJB0AMBmU5QNYz82seZf1jMrSYWLQKGutQxA4B96+Xte4AF4sMpE84F5CbTEFEt1OknQSFB0AiIY4WpEw59pYhHOc+iQKMYpOuhih6GSKYYoOE1YbhbOcPttOpyg6rPHKJBJhXRtn3EdDlbWRiN29uiZCwEc/+lF88pOfvOX/G42VG8Xm5mbMzv40PdDCwgKam5tlf6eicjdEg5x4Gdni6ABAdCtO0YlUGA/uFaEkJ15uZ0hxN8+Ju7E8p7+YsNqI1WfhKEdHafd0hBQ/AF4sigajFf0dwweoqDyMsJ5TtknxkhV3ASAU52kxyBZDFB3W/L2dUdazLhPWegCrz4rFLYpOhOQnWERzvHVAWiyq0APuZR+gLtaX4JlnnsEzzzyDQqEAABg80g6jwYwrZ+fQNdgIk9mARDSFxZlN9B+QXltenQ9A0Aiob5FOuh4/v4C23lpYbCakEhnMXl3BwBHptZT1xS0UCkU0tnsBANcuLqKx3YeqGgeMZj2mLi9j/yPSa8z+lRAyqRyau3wAgKmzs6hrqYbDY0U2ncPEuXkMP9oNAAishpCIplFd74LDY8X05WV4611wee0o5Au4cnoWQye7IQjAViiNyHYc7X3S6y2zE2twV9vg8TlQLBYx9socBo+0wWwzolAoYmsjis4B6RWW+al12J0WVNc6AQAXxtcxMNIMvV6LcCgB/1oEPfsk3cW5AExmPXy1DjhdFlw+v4CegQaYTHrEoimsLG6hb1BKkROxJKHXatBidwEAzmysYKDKB6vegGg2g6lQEIdrduoQkQJ1m1M6ff2cfxU97mo4DEYYHRZMxdYw4mqV+ia1jZxYQKtFau+rkWWYtXocdncgXchhPLqMg26pvdfTYaQKWbRbfei22rGUmoNHXw2bzoGCmMdscgrdVillTTi3jVQhdfPn5dQCXHo37DonimIBM8lJdFn7UW+qRbIQRKoQQpVBeh14KzsDs9YFi7YagIjNzDXUmoaggQ6pQgiJwiaqDT0AgFB2DgaNDT6DdJL2ZuYsqgxD0ApGZIphJPIr8BgGAADJ/BqsukZYtVL7BzIX4Dbsg04wIVuMIJZfRJVhPzKiHpHcEgRo4dBLbepPX4bH0AW9xoJsMYFQdgY1Jun1wGhuBSKKcOqbd+pwBS59K7rQhmwxg+XUHDqsfQCA7ewmcmIONcaGnTZdRr2pBVatHbliFoupaXTutFkoF0SmmMLRKqn9xyOrqDO54DFakSvmcTG0hKOeNkAQEM2m4NZb0O2olcZNdB1eow3VRjuKYhHnthdwrL4RWkGDzWQCm8kEBqqlcTOxFYDbZEKd1Q6jVouJrQCO1DbAoNUimEpiNR7FkFfSndoOor6lCr4G6T68fHoOfcNNMJj1iG4nsba0hd7hJhiMekS2E9Abdahtku7DK2fn0TXQAJPFgEQ0jcW5APpHdmLEQhCCIKC+pUq61gsLaOt5VYy4to6BnXQT60s7MaJtJ0ZcWkJLVw3sdhPS6RwmJ9cxPCz1xcZGBJlMDi0t1TAadVhbC6O+3gWn04xsNo+rV1dxYCdObW5GkUtk0NojXev0lRV461xwVdtQyBdx5cwcho53wmjSI5ctSDGifydGjO/EiBoHigURly8sYvBwG7Q6DULBOLb8UXTujPv5qQ3YnWZU1zngcFswenoWA4daodNrEdlOwL8aQvdgIzLZFH5wmzTNoih9KkUUpYV5h4N3+vy73/1unDx5Ep/+9KdRU1ODL33pS3j/+98v+zuVh5Of9QH739QPo86EsRcm0H2oHSabCfFwAkvjK+g/IcXqlak1aDQa1HdJ4+vqi5No398Mi9OCZDSF2bFlDD7aCwBYm/WjmC+gcScdx8Tp62jqqUd1gwdGiwGTZ2cx9Fg/AGBjIYBMMoOWfmmuvH55GXXtXjir7Mikc5g4PY2RN0llN5e3kIim4G30wFllx/WLC/A2euD2OZDPF3DlxSkMP9YHQRCwFckgshVH+4CkO3tlBW6vHZ5aJ4qFIsZemsbgsU6YbSbJB6yH0TkkxZ35iVXJBzRIse/S9aDkAwxahLd3fMDAjg+YDcBkNsBb64TTbcHlczs+wKxHLLLjA3ZS5U0WM9DpNGiocQEARidW0N3ug8VkQDyZwdxSEPt7pblleV3yAU11Uh3GJlfR3lwNm8UIvy+P8bUADrfulA1FkCsU0F7tkXSX12Ex6HGsvQmpXA5jK34cbZPqsBqOIpXNodNXhWxNFqNb62i0OlFtsiBbLOBsYAUna6SYupaMIZZL3/z5yvYGaix2+ExW5IpFnAks45ivGU1OJ7ayUYRzMXRYpTrNJtbg0ltRZZC81GRsEfsd7dAKWoRyMQQyYXTbpDQr88l12LRmdNqlOo7HJtFt7YBeo0csH8dmJogOaysAIJjZgs/ghdcozTXXYtfRYW2FQWNAIp/AWsaPLms7avVWLCUD0AoaNJilsmOReXTa6mHRGpHIpzGb2MB+p6S7ktqCCBFNZsnnXo0uotXiQ2NtLZL5HMa2/HikRqrfUjyCTKGALqfU3lPhIPrdXniMZqQKeVwMrOFErXQvrSaiiOeyGO6QXiW/supHvcuOKqsF2UIBFxbW8EhHIwQIiKTScFvN6K2V6jCxtgmv3Qqv3YqCWMTZuVWMDDZBqxEQ3E5gK5RAT4fkA2bmA3DYTfBV26HXazEzH8D+/gYY9FqEwklsBKLo2xm7c4tBVDXr4KvfuQ/PzKFvqAlGkx6RUBLry9vo3d8Ig1GHSCgBvUGHusad+/DcArr21cNsMSAeTWMpEkX/EcnjrM5uSs8KO3P7+JlZtPU3wGI3IRVPS88Kj0ipAtbnA5IP6KyR+vHcPBo7WmD32JBOZDB1fg5Db+z7aYxIZaVxX23H5LlZ1LX54Ky2I5PKSjHizftuxohYIIq2Qeneun5hDt7GKrhrnCjkCxj78TWMvHkfjBYjctkcwoEYOoak+3t2dAGuGieq6twoFoq4/MMr2P/Gfmj1WoQ2wgiubqProHSt82OLsLlt8DZVw1HtwKXvX8HAo73QG/UIb0bgXwig50gnMvk0XvjRd/CzMHzA3fA7v/M7+O53v4vFxUVcunQJw8PDrynzwx/+EP/23/5bxONxCIKAf/bP/hk+//nPQ6PRYGFhAR0dHRgc/Gk6ym9+85vo6OClJFO5v/ysDzjma4TeasEr/hXsr6qBRadHJJvBdGQLh3ZSfc1FQ9AIAlp3nmXPbq6iz+2FXW9APJfF+HoQR2ulOLkQDaMgFtGxEycvbK6hw+lBrcUKs06H0cAGjtVJ43Q5FkGqkEe3ayeuhwJocjvhsZiRzuVxcWUdx9uksmuRGGKZDOocNngsZlxZ86POYUe1zYJ8oYizS6s41toIQRCwuR1HKJFCb+3O88Z6AFU2C3x2K4piEWfmV1Fts+BYexOC8QT80QT21e+sSfiDcJqNqHXYAQCjgSWMdNbDoNNiO5bE2lYMA61S/Jpd24LZqEet2w63zYxzUysYaKuB2aBHJJHGoj+E/e3SHKDR1EGAHlptKwAgmzsNvW4QgmCDKEaRy1+DQX8UAFAoSBtltNqOnbJnoNf1QRAccIo6RHMT8BildCfJ/DKKYh42vbQeE85ehlawoMr4CApiCuHsFVQZjwAAUvk1FMQkbPpODDm6MZ1Ygs/ggVNvQ17MYzw2hyGHtP4SzIaRyKdu/jybWEaVwQWX3o6CWMDV2CwGHV1w1nrhT8URTCWwzyO1y3hoE1VGM2otdoiiiNGtdTzia4ROo0UgncB6Iob9VdK8NBkOwKE3osEhzTWnVpdwqLYeJq0O2+kUFqNhjPikNlyJR9DicKLJLvmL02vLGPLVwqLTI5xJYza8jYM19dB70piLb0EraNBi3VlT2V5Gn6MGNp0BsXwGU9FNHPJI99ZiIoQiRLRZpXv24vYKOu3V6LZqkSmmsZyaR+fOesBWdhP5n1kPaNhZD8gWM1hMzaDrVesB6WIK1cajO30zDrOuDkaNB0Uxi+3sJVQbjwAQkC1GYdC44dBL7R3JXYNJ44VRWw0RRWxlzsGgPwFAi2LRj0LRD71OSp2Tz49D0Lih1dRDEIzIF8Z37iUjisUACsUV6HUjO2WvoanWhRqv9Cx54eoSBrrqYDTqEYmmsOIPY19XHYwGLULRJAx6HeprpPa+NLGC3nYfzCYD4ok0YrowDjRIfTO/LcWIFrcUI86vrKHXVw2bwYBENouJzQAON0ptthSOIF8sot2z47VX19FmaYJdZ0GmkMV0YhEDDmltaTOzhUwxhyqDCw69FdPxBdQYvXDorcgWc5iMz2G/Q3peCWZCWDRZ0OuRvNRY0I86qx1eswX5YhGvbKzgRF0TzDodsoUCttJJ7KuSxv341iaqzRbUWGwoiCLOxudwtLoJOo0GgXQC/lQcA27p/p6MBOA0mFBnscNjNOOlzUUcrm6EQaPFViaJlUQEQ546ZBNJ3C6r/f32AUpCEMWHufr3h2g0CqfTicfbfhu63b66UyzKFhk+0YnRl2QOGMtk5XUe7cao3IFw5vJeIRo+3onRl0vXqeC0yuqMHGnDJZnD5aY+Iq9TDrWt8t+UHnZ34Fyo9CGah73yOae7rftwXebAlAHrqqxOvekg1tIXSpZxaeW/KfUZj2CzjINXkkXOq2hXEvJnEXRZBzCdKH3A2A9XumV1jla144zMIbORJaeszsmGZpySOXin988CsjrDxzswKncQq4aXcSxbJ7/wfOBACy5eLH2Ii3FRfnyUE4vEMl6LHT7WgdESh1TnCxn8YOYLiEQiNxfWt7e3ceD//RNobRZZ/TtRiCdx8Z3/Gh6Pp6zyTz31FP7hH/4BGxsbqKqqgt1ux8zMDD784Q/jiSeewBNPPAEA+Iu/+At8/vOfBwA89thj+NKXvgS9Xi/7O5WHlxs+4DG8Azphl/2p0coWGXnLAC7JHMioMcnH75E39eOSzGGTgt0mqwMAw2/owehPSh9aKtZWydfpaBsunSntA+IdnC/Ytnvk2/pYexNOyxycl+pNy+qcrGnBKZlDZrsaN2V1RpxduBQpfUid1yy/a36fvRfjsUnZcqsJ+fmyHBaWvLJlTtY245TMIbO2Sfm0K8c6mnB6tnSfeSbzsjqHhppx/nLp+ljm5XeEjzzSjksyB6kLfs7uPQAQY6V3Jo68eR8ulXEwbDGbky1TTixCsSCv8/ggLn3/yh1/nxdzeAHfeeA+4Cc/+Qna29tx8uRJfPvb377tYv2lS5fgdDrR3t6OdDqNxx9/HB/+8IfxgQ98AAsLCxgeHkY4HK64zirK5IYPaPzvn4amzOfnO5KWfy44Wd+MUzIHO5r88h78eFsTXpY5ZFYjv6xQ1lwJAOaA/NLS0d4mnJksrfWtP/hP8pUqgyvZatkyVcZHsJV5pWSZZ1cfk9UZcnTjsszBnlfm5PN2n6xtwSmZQ2aFmHzfl/OsCwDGOs5O/re2X5Mt020dwHWZ9YDHHPLepdp4FEGZg4EPGDdkdQz6NyCb+0nJMr/0r/61rM6hwWacv1K6rQPDvPWAwcdK+8T9jh6MRUt7dgC4MC5/vlE5sUhrl/cTJ3wteKnEIbPFZBqLH/7DB+4DlIS6s15FRUVFRQXAs88+e9v//9xzz93y85NPPoknn3zytmVL/U5FRUVFRUVFubzhDW+QLTMyMnLzv00mE4aHh7GwsHAPa6WioqKioqKy11APmFUgyzPyO6/K0pn2U3QAYHmWU6el+SBFh8VCQn7ndDn4M2sUnXCu9Lfo5RLNl961+CDwZ+TfLCiH+Tinz6ZDnF1uyzOc+jBZLGPXfDnQYtFshW0kCrv/qKg8hCxd48TLpUnO3AQAy9fldyiVw9KcsnzAbGCbojMd5cTdpRTHu62lOf3FZDrCaWtWny0sk/psTlk+gDnuabHo2kplf0jwAZlMBtFo9JZPJpOhXNfGxgaef/55/NzP/dzN/5dIJHD48GEcOHAAn/3sZ2+mT1FRuRumw5z4NBNUVtwFgLkNnhaDeK70m1Hlskyav6cjnL5nPesyYa0HsPosX5DJQlEmCyvKauuVFM8D0mJRpT75AawHTE9P4/jx4+ju7sbhw4cxPn77txW/8pWvoKurCx0dHXjyySeRy8m/YXA3qIv1CkRv5LzwwNIBAD3p1HaDQf6V9PuJQcO5rl2nRdhBK8i//l2WDjg6TPSkNmL1mZF0IjlznLFgjbMHHYtu5KjbzUdF5WHEYOLESz1JB3jw8eBeYdRx4qWxjPRG5WDQkPpeUFY7A4BRS2ojUp8ZykjjVg4sj8yCOcZYschgrEyH4QO+8IUvwOl03vL53Oc+t+trikaj+Pmf/3n83u/9Hg4dkvJh19XVYXV1FefOncP3v/99vPjii/iTP/mTXf9bKnsP1nMKK+6y5kqAF8NZaEjP37xnVFafKWtuAnhrJhqBk8pXAEeH5SdY6EleEmDGoodnPeCpp57CRz7yEVy/fh0f//jH8YEPfOA1Zebn5/GpT30KL774ImZmZuD3+/HlL3+5omu8E+pivQKpbeLkU6ptls8dW7YWq047h9AphXozpz5VBvlcreVg19VRdKw6+Xx49xuPwUfRabBw+qzZwcnTe+NQWSVRV+ei6NDGfWOFbSQSPioqDyG1bZx4WdfKmZsAoLZFPu9rOdTtHNqtFBrdnLmg2eai6NQaOXHXa+T0F5NmG6etm0h9Vl/L0amrdI67R9SR4gfAi0W17TWV/SHBB3z0ox9FJBK55fOJT3xiV9cTi8Xwtre9De94xzvwsY997Ob/NxqN8PmkNvN4PPjQhz6EF198cVf/lsrepNmurHjJmisBoLGap8XAopM/e60caoyctReWn2DdQ0yqSOsBFtJah1bbQtG5caisUmDdiwAxFlkr1LnP6wGbm5s4f/48/sW/+BcAgHe/+91YXl7GzMyt5/g9//zzeOKJJ1BbWwtBEPAbv/Eb+PrXv17ZNd4BZX0FpKKioqKioqKioqKioqJCwGg03jysjkE8Hsfb3vY2vO1tb8Pv//7v3/K7zc1NuN1u6PV6ZDIZfOtb37olx72KioqKiorK/eVGOrxXYzQaYTS+9s2K5eVl1NXVQbfzZoogCGhubsbS0hI6OztvlltaWkJLy0+/7GltbcXSkvyBzneDurNegVw5w8nBdeX0jHyhcrXOcuo0doGTk53FxTAnt/tMQv7U8nJYT49SdAKZCxQdJrMJ+RPiy+H89gJF55W1CvOn/gxXzirvfIDLl5cpOrRYdK6yNhJFYdcfFZWHkbEfc+Ll2IucuQkArrw8TdEZO68sH3BugZM/9ZVNTtwdi85SdCZjnDysTF7xc+bdc/OcPrt0lVOfsXMLFB0WYz/hjXtaLHphoqK/u98+4KmnnkJjYyNWVlbw1re+9eaD+Yc//GF897vfBQD86Z/+Kc6ePYtvfetbGB4exvDwMP74j/8YAHDq1CmMjIxgaGgIBw4cQG1tLT75yU9WdO0qe5tX1jnx6ewiJ16y5koAOH+dp8VgO3OOonM1xll7ecXP8ROsZ10mM6T1gK3MeYpONvcyRefShLLaejzK8ewALxadCVR2XzN8wL1Kh3evURfrFUjXIOdVrK6hZooOwKtTdz8nzQuLPjvnFapmcxtFx2vsoei4Df0UHSZN5naKzj5HPUVn0Mt5Da9rQHkph3p6aik6tFhUaRupaXBU9ijdhzhzStcBjg7A8xRd+zgxnMW+es5cMOjhxN1uWxNFp83KebWbyf6qClOh/Az7Gjh91tvJqY/S7umug600LVYs6j5UoQe8zz7g2WefxcrKCvL5PPx+/83X3p977jk88cQTAIBPfvKTyOVyGB0dvfm5sSD/rne9C1evXsXly5cxPj6O//bf/tttd+6pqMix38uJTwN1nHjJmisBoL+Fp8XAYdhH0em0cnwSa64c9CmrnQGgibRm4iL1mV43RNHpbVdWW3cQPeD+atL96K7QJ9/ndHhNTU1YX19HPp+X/nlRxNLSEpqbbx3fzc3NWFz86QakhYWF15TZLWoanLugaDahqN2d4RLKOOHA6LFDtJpL62jkv2cxuWyA2VS6UCotqwMAJq18WU0Zp82bm2zQzMp8q2boLqtOcjTYIrJlmmy1CBVLlztgk98FWGfywqMtXW7YKP9totXQgFah9C7kGq38KdN6fQdyGvldC1qBs/PYq4vKlqkyOtBhKL2zyp+Rf0251+5CwVD6hPOzSflxaq8CdMXS97Rolj9wyOSyypbTBMKyOuVSzhFItlYvDOul+0Q0yB88Y3RY5Mtpy4hFNhNQ6jAp4fa/2+3ueHVnvcrDiskqM3eXidkqHwvL8RMAYLaZZMsW9fKHoplsJogy5XJmztjNuuQ9l8GjQzZeulxznby/aXV5sGUoXe6XG16R1ak1FXDAUXqX32GT/Gu2ZsOjSDnlc2XP5Tk58v/afEK2zKDdCG1VaY9zLtMhqyPUaxDX5UuWMUTKOKCv3oh4tHQ5Q0h+LBq8VuRdpcsZYpwxDQBiurR3MTusgF5+jhfypdsQAMx2MwRN6fFYzlxrspuBkp5TuO3CuuoDVJSGzZ2E1lLYlUYmIz8+HR4RhkLpsZ7NWGR19G4tsoliyTLuq/LjxO3RwbwpP6d6/25Mtkzdm/LY+FHpZ8Lw73OWqQJ5+WdLna5attxMQP4cGK/oxUwwXrKM86K8L/N2W+G8XrqcY0k+frfs1yMwJt9nkXa7bJly+D/pQdkyJ2pa8JK/9DpXqkd+fPTa+jAp491avVuyOlatA4lC6X/PvJmV1XE1CbLlPNd4X9xedJX2SpaGZlxclff3gkN+Xclq1UCIl77ftDr5mGgzakuWE+7wO4YPuJt0eD6fDwcOHMDXvvY1fOADH8A3v/lNNDY23pICB5By2Z88eRKf/vSnUVNTgy996Ut4//vfX3E9b4e6s16BJKLlLaDL66QoOgCQiHC0EpEkRYdFIs+5rmwxRtEpFOUXvctBFOW/qLjf5EjXlixw+iya44yzeIyjw4Q19mk6CmwjFRUlEw8nSDq8OZflA+JxZcWDaCZD0YkrzE8UZTYiPAgSBc79GMly+iyWJPV9nKPDIk702rRYFOLoqKjsFVjPKaw5LprixTmmN2HAmndjrD4jzU2xhLLmJgCIkubvFMlPsNZelOYDIhme145kSfc1aXzcD5599lk8++yz6O7uxuc//3l89atfBXBrSrz29nZ85jOfwYkTJ9DZ2Qmv14unnnqKWg91Z70CWZzd5OjMcHQAYPF66Z3MZetMrlF0WCyn1ik64dwCRSeT5+SYzeenKDpM4nlOHt7VFOcemokFKTqs8cqEFkMedCzabSobNQ2OykPK0gQnn+viJC8vLM0HzAUoOiymt+R3zZfDQpITLyM5zjkoWZKfYLJC8lzTIfndcuUwu87p+8UFjp9gwfTai6RYtFRpPl/VB6jsUVjPKdMhTpybW+PoAFxvwoD1HD8T4/ibWT/Jlyxz5kom01HOfb2W5sxzrLUXpfkA1rgHgOko5z6qOKY9AB/Q09OD06dPv+b/P/fcc7f8/OSTT+LJJ5+stGayqDvrFUj/CCfXUf8BXq6q/sOc/GL9RzvlC91Heu2cPOo+o/xrX+VgMRyi6Oj1Ryg6TNyGEYpOl03+FflyOODh5GPfN8zNTcagf4Qz9nk6lbaRQPioqDx89B/npIPb90gXRQfg+YB9+zk52VkcrOecpTPg4MRLr3E/RcdkOEzRYdJDmr8P1XByxA93cPp+n8LOrtlH9Nr7SLGo/0SlZzKpPkBlb8J6TjlYy4lzrHgJcL0JA9Zz/IiH429G2jhtPdirrPNUAOBgNWe+7LBy5jnW2ovSfMChWl7fHyL1WeUxbe/6AHVnvYqKioqKMlF31KmoqKioqOxdVB+goqKioqKyd9nDPkBRO+t/8pOf4Od//udRX18PQRDw7W9/+5bfi6KIP/iDP0BdXR3MZjMef/xxTE9Py+o+88wzaG1thclkwtGjR3H27Nl7dAUcVhc4r5qszvNeNV8lpcNYnfFTdFispVmvrcsf9lYO2fwcRadQ4KScYZLIL1B0NtKce2g+znk9bGVRWa+9AcAq6VU8no7yXsNUUSaqD5BYuc5JF7IyzUldA/B8wMqSsuLBXChE0VlOcTxXlOQncqTUc0zWMpz5ey7C6bNFP6nvl3mvmzNYIXptWiyaUlYaTBXlovoACdZzynw4TNFhxUuA600YsJ7jF+Icf7OwyWnrpTVen7GYj3Hua3+Gcw+x1l6U5gNYPgkA5kh9xoppewlFLdYnEgkMDQ3hmWeeue3v/+N//I/4sz/7M3zpS1/CmTNnYLVa8da3vhXp9J0PK/jGN76Bj33sY/j3//7f4+LFixgaGsJb3/pWbG4qL8/0DQQN51UNlg5Ti1knBgLptRiBNpRYOspqZwnOtQkCR0cjkPqepMOEVSeaTqXjXiR8VB4qVB8goVHgnMvSYl0bC9ZcoKH5CVb7KMriA+C1kdLmb6Xd08xxz7q2inVUH7DnUH2ABG1OIYUDJfoJFqzneNqcojAdJiyPwxofLK+ktLZm1uaB99ke9gGKcvJvf/vb8Ud/9Ed45zvf+ZrfiaKIL3zhC/j93/99vOMd78D+/fvxN3/zN1hbW3vNN+6v5r/8l/+CJ598Eh/84AfR39+PL33pS7BYLPjLv/zLe3glu6O+2cPRaamm6ABAfZuXo9Puo+iwqDNxrsuh5+QVNOhaKTpaLScXPxOrjpPbvcbI6bMWq5ui09BcRdFhUt/CqRNNp9KYJgq7/6g8VKg+QKK+s5ai09BRQ9EBiD6gkeNxWLS6XBSdBjPHc9n1nJy3eh3njAEmtUaOB2x1uCg6zT6OTkMDx0+waCB6bVYsqu+qMAez6gP2HKoPkGixceJKq9NF0Wn2cnQArjdhwHqOb7Fy/A2rrRvrODpMWu2c+9pr5NxDrLWXhkZl+YA2J68+baQ+qzim7WEfoKjF+lLMz89jY2MDjz/++M3/53Q6cfTo0due1AsA2WwWFy5cuOVvNBoNHn/88Tv+DQBkMhlEo9FbPioqKioq9xdR3P1H5fWD6gNUVFRU9haqD1B5NaoPUFFRUdlb7GUf8NAs1m9sSHmpampu/Ratpqbm5u9+lmAwiEKhcFd/AwCf+9zn4HQ6b36amji7nMpl/OIiR+f8AkUHAMbPcPJ5jZ+Wzyl4P7kW4+R09acvU3SSWU7+xFzuFYoOk1DmIkVnKj5D0Tm/tUzRuXqJM16ZjF9YUJYOKaap7G32kg+4emqKo/PydYoOwPMBVy9zcsOyOLfKyaU9Flmg6GymRyk66ewZig6TSdL8fda/StG5NMPp+ytjKxQdFleJXvvqqUmOzoscHZW9zV7yAaznlHPrnDjHipcA15swYD3HX9jm+JuLc5y2vnyNM1cyORfgzJczCc49xFp7UZoPOLvB6/uzpD5jxbS9xEOzWH8/+cQnPoFIJHLzs7x8f2+stm7OK6dtvRwdAGjrr+fo7OO8ZsaixdJA0XEbOik6Jn0fRUen66foMLHruyk6zWbOPdTr5Lwm3talrFc5AaCthxRDWDqVxrQ9nKNO5cHyoH1A+35O2rC2Ad7iAssHtHcqK2b2VnPS13TYOPGS5ScMCvQBzWaO5+rzcPqsq4Gj096hrBSPbQM8r82KRRXrqD5A5QHxoH1Ar4MTV/qqSPGykZdel+lNGLDm3R4Hx99013PaupOYEplFn4tzXzeaOPcQa+1FaT6A5ZMAoM/FSYNZcUzbwz5A96ArUC61tdJDkN/vR13dT/Me+v1+DA8P3/ZvqqurodVq4ff7b/n/fr//pt7tMBqNMBqNu690hVhsnH/bYjNRdADAYudoWRxmig4Li5ZzXQaNlaKjEewUHUFwUHSY6DQ2io6Z1Gc2HWecWYnjjAVr7PN0Km3r3eaZe3hz1Km8lj3lA0hzpZU459J8gPXBtevtsBsNFB0raW7Sk+ZKjYbjJ5hYtJz70a7n3EM2M6nvrRwdFlY7cdw7LBwdZ6U6qg9Q+Sl7yQfYWHHOwIlPNhMvzjG9CQPWczzr2ZLV1laLsvwWANj0nGszkfwEa+1FaT7AbuD1Pc1zVayzd33AQ7Ozvq2tDbW1tfjBD35w8/9Fo1GcOXMGx44du+3fGAwGHDx48Ja/KRaL+MEPfnDHv1ECqURGUToAkIqT6hRLU3RYpAqc+uSKSYpOUYxTdEQxRtFhki8mKDppUp8l8px7OkkcZyyUFkMq1RHE3X9UXj/sJR+QjKVIOrw5l+UDkkllxcx4NkvRSRY415UjzZXFIsdPMEkVOfdjPMfps0Sa1PdJjg6LZJw37mmxKFqZjuoDVF7NXvIBiTwpziksXgK8uMKC9RzPerZktXUipay5CeDdj6z1ANbai9J8AMsnMbUqjWl72Qcoamd9PB7HzMxP81nOz89jdHQUHo8Hzc3N+OhHP4o/+qM/QldXF9ra2vCpT30K9fX1+IVf+IWbf/OWt7wF73znO/H0008DAD72sY/h137t13Do0CEcOXIEX/jCF5BIJPDBD37wfl9e2cxO3jl/3l3pTPByy82Oc3JVzV5RVq6q+STnuraznPyg6dw4RSef5+gwieY4+UoXU5w+m4hsUnRmpzjjlcnstXVl6ZBimsrrH9UHSMyOcs55mB3j5Yen+YDrfvlC95GJzQBFZybO8Vwhkp/IKNAHLCQ5HnB8izN/Ty2T+n6GUx8Ws2M8r02LRaMLFB2V1z+qD5CYiHDmyvEAJ85NrXB0AG6MYsB6jr8W5fTZ5CppbppX1twEAONhTp1W0hx/y1p7UZoPGA/y6sPqM1ZM20soamf9+fPnMTIygpGREQDSxDoyMoI/+IM/AAD83u/9Hn77t38bH/nIR3D48GHE43H84z/+I0ymn756PDs7i2AwePPn973vffjP//k/4w/+4A8wPDyM0dFR/OM//uNrDplREgMHWzg6h9soOgAwcLSDo3O8i6LDot/OyVFXYxqi6FgMRyk6ev0jFB0mHuNBik6PjdNnh6s4ue4GD3DGK5OBQ63K0qk0pu3hHHV7FdUHSAw+2svROcE5KwTg+YDBYU4ObBZHGjl51Pc7OZ7LZxqm6JhJfoJJn43jAY/WcnKyH+gi9f1+ZZ3HNEj02rRY9IYK8wKrPmDPofoACdZzypF6Tpw70MnRAbjehAHrOf6Qh+NvDnZw2nqoX1lzEwAc8XLq1Gnl3EOstRel+YCjdbz6HCX1WcUxbQ/7AEXtrH/ssccginduTUEQ8NnPfhaf/exn71hmYWHhNf/v6aefvvnNuoqKiorKQ4K4yxx1u8pvp/IgUH2AioqKispNVB+w51B9gIqKiorKTfawD1DUznoVifXlbY7O0hZFBwDWF4LyhcrRmVPWK0Ibac51RXOrFJ1sgfO6caEwT9FhksxzXnnczHBeDVxKhCg6a6TxyoQ19mk6CmwjFRUlszbLeVV0jTjnsnzA2oqy4sFiOELRWU1x4mUsx0k3lMsvUHSYbJDm74VomKKzHOD0/dpqmKLDYo2Y+oAWi2bUdHgqKncD6zllMcKJc6x4CXC9CQPWc/xSguNvloJhis7qBkeHyWI8TNEJZDj3EGvtRWk+gOWTAGCB1GesmLaXUNTOehWJQr6oKB2mVqHAqxODglig6Igg6Yh5ig5I9WEignNtBZFzD+VJOkq7pwFenWg6lcaP3b669hC/9qaytynmOTG8QNKRtJQVV1gUiqTrAkeH5SdAmnOZFEmei+UDlDZXsuD6f06fFVUfoKJyV9CeU1g6pLkS4HoTBqx5l9fWnMCltLkJ4N1HRZbnIq29KK2tqeOVpFVxTNvDPkBdrFcgjW3VCPqjJcuIRr2sTkNvHQIhmdPNE+Wdft7Q4UVgtfS3xWJzvaxO4yPtCLwyV7pQ7v698NFgrsFWLlyyjEnIyepUG+qxmS79rXyNVl5Hr29FLlf6wBSLRiuro9F3o5iT3w3l1Jhly5RDq07+m1KLYQDJbOlDZhvMYVmdTksTZpKl3xwQNPI5AzscHvgzpcfZ9K+4ZXV8TU2YXi791kDXX8vKlI0mLj9mmxpd2FosvQu2UO2Q1Wnob8BmovTJ7ZpoSlansdmD4GqJe6RwB5O8hydnlb1NY089AnI70Mswz01dtQguy+z4LpFu4JY6dXgRXJOJ9QV5raamKgTXS8de4T4+87R73FiPx0uWMWrlH+Y6rB5E86XbukEvP1e6DL0IZ6dKlukzWGR1irp90OTld0LWajk7ASdcC7Jlms3DWEqVLjfqkc/V2+2tRTBQeo7LOm2yOo3tHizPJkqWydvk/XZ9jw/rqXTJMnqDvE65CNrSPrmppx5bG/J9LwryfruptwFB2R2D8gtdjb31CKxU8PaJ6gNUFIYoChDvQ1qFdlsVNlKxkmWKVvmx11brxOp66XggFOWXhFp9bmxulZ4rASD6/wzIlukZaMbc1dLPuxv5s7I65aApY1HXpW9CulD67Z9CQT5etli8WE2UnlM0efmg1F7lQiBYuu9t1+X9RPcxD5JllIMg/7xbDimfSbZMZ3MtNldKr4mMe+tkdQ65OzAemi1Z5nnDIVmdDst+zCbHSpb5s//xjKyO2fAoUtkXS5Z5/3/9XVmdcjHKvKjYa6vGdkD+Gd3eLu8BRzw+5LbXSpYJbtlldVpcPiyH71ynYvYOcWgP+wB1sV5FRUVFRZns4clZRUVFRUVlz6P6ABUVFRUVlb3LHvYBas56BXJtlJPb+9ql0t9Y35XWOU4O9AnStbGYinOuaytzhaKTy52j6BRz5yk6TFJZTp0WU9cpOpe2OfkJL66vU3SYXLvIyb83cYWTO5kZi1RU9gITpzlxbuKVaYoOAFw7v0DRmRjjxBUWF9c4MXwitkDRieYuUXSEPEeHyVr6GkWHNX9fWuL0/dVrpXec3W+unS292/BumDjNiSETL5d+W0RFReVWWHHuwiYnPo3N8p53rlxXVswMkJ7jWX12eZ7T1kp8/rpE8lxXI5xrW0px5qY0aZ2DxaUV3ngdC3Pa+kKQMz72EupivQJpbKtWlA4ANHb6KDpNxDoxqDfVUHTsuhaKjlbXSdERtB0UHSYGHadOXoN8uqVyaLN5KDrtbs6rg0wa20njtaWKotPY7q3sD2+c/r6bj4rKQ0hTDyfONXXLv0pcLjQf0MqJKyzaPZwY3mTmtI9F107REbVtFB0mHn0jRaedNH+3eTl939zIqQ+Lxq5amlZTDyeGNPXIpze6LaoPUNmjsJ5TOpwcndZa3vNOc72yYqZDL58+tRxYfdbq47Q1cy2IBctzNVsqfLb8GapJ6woG0hoOi7Yq3nhtsXLuow5Hhf5/D/sANQ2OArE7OXnE7S75nKZla7mtHB3StbGw6zhtZNA6APmU9LJoBDfliBtB4wbpHDcaWg1n0rBo5fPQloPLwLkXXSb5/Hz3G7uLFEMcJJ0Kx70gSp9K2c3fqqg8SOweTpxj6QA8T8GKKyxYMZzlJ3SCk6IDwcXRIWLSyuc0LQcna/42c/reYVeWD2B5doAYi6oq01F9gMpehfacYiTFOSsvzjltyoqZRg1n3mX1mZPU1sy1IBZOkudy6DltbSH5Eo3GRdFhwfI3AODUc+4jl6GyOu1lH1DxzvozZ84w66HyKjIpwqovgEyq9MGQd6WV5GiliXVikClw6lMolj5YrFxEsbwDf+WFSDpEiqQ6ZcUMRSdV4IyzVJ6jw4QVQ9JpzviouD4i4aNyz1B9wL0jk+TEuXSCowPwPEU6rayYmcqRPFeR0z5FUf5AsLJg6RDJFxU2f5P6Xmn3dCbFG/esGJKpVEf1AYpF9QD3FqU9p6SzvDiXyigrZuZJ8yWrz1htzVwLYkG7H0ltnSX5EtoaDgmWvwGANGm9LFlp3+9hH1DxYv2xY8fQ3d2NP/zDP8Tc3ByzTnueqaucfK5TpHzTADB1iZMDe+qqsnJVTSc417WdnaDo5Ek5Zov5UYoOk3RulKKzkpqh6IyFOPkSL2/4KTpMpi5zzoaYmuC0ETMWqSgH1QfcOyZJOaenzvP6ZYqU+3RqXFk+gBXDJ2OcuBvNcXLnCoUxig6T9QwnNyxr/r6ywun7a9c3KDospi4s8LTOcWLI5FmOd1NRDqoHuLew4txokBOfxud5zzsTs8qKmVsZznM8q8+uLnLaWonPX2PrnGubiHKubSXNOZeFtc7BYmyVN17HSW19eVt55/wpnYoX67/2ta+hq6sLf/iHf4iuri6cOHECX/rSl7C9vc2s355k/2FOntH9Rzh5TwFg/4kuis4Q6dpYDDg41+U1HaDo6PUnKDoa/XGKDhOLgVOndss+is7Ras45A480cnLwMtn/CGfsDx1opejsP6Ksca/CQfUB946hx/o5Om/so+gAwP7jnHycQwdbKTosHmnixPAhJ+dcFpfhCEVH1B2l6DBpMu+n6LDm7yNtnL4f2d9E0WGx/2QPTWvoMU4MGXoTx7upKAfVA9xbWHHuWC0nPh3s4T3vHOxXVsysMR2k6LD67FAXp62Za0EsjpI81wE359my3TJA0TGT1jlYHG0ljlc35z465uOcDbGXqHix/pd+6ZfwD//wD1hbW8Of/umfQhRF/OZv/ibq6+vxC7/wC3j++eeRzSrv1RsVFRUVlYeDGznqdvNRuXeoPkBFRUVF5V6i+gDlonoAFRUVFZV7zV72Abs+YLa6uhpPP/00nn76aczOzuJ//s//ib/927/F+973PjidTrznPe/Br/7qr+LkyZOM+t5XnnnmGTzzzDMoFKSTOvcfboXRYMbYuQV07auH2WJAPJrG4uwm9o1I3xStLAQhaAQ0NEunHV+9uIi27hpYbSYkExnMXVvHwEHpW9f15W0U8sWbJ3VfG11GY1s1PF4b+oaaMHV15eYue/9qCJl0Hs0d0snXU5eXUNfkgcNtRTadw8SlJQwfk3Z1BdbDSMTS8FTbMXysA9NXV+GtdcJVbUMhX8CVcwsYfqQdEARsXV9FZCuO9gHp27fZKytwe+3w1DpRLBQx9tI0Bo91wlPjQEtvHbbWw+gckq51fmIVdqcF1Q3SwaGXrgUwcKAZeoMO4a0E/Gth9Aw2AAAWZzZhshjg8dow8kg7Lp+dR89gA0xmA2KRFFYWgugbkr5lD1vS0Gs0aHG4AABnNlYwUOWDVW9ANJvBVCiIwzWS7nwkBABoc0p1OOdfRY+7Gg6DEY3WIuaSy9hnl3YDbqSDyIsFNJprpDaMz8MgGLDf0YNMIYvriQUMOroBAJuZbaSLGTSb6+AzabCdmYBVVwej1o2imEMwMwqf6TAAIJXfRK6YuPlzKDsJs9YLk7YKolhAIHMRXuNB6PVtKBY3UCwGoNMNAgDy+avQaKqg0dQBEFEoLEGnPwYBehSLARSLq9DphnfKTkDQOKDRSe1fzL0Ije4wIJggFrchFhah0Y8AAMRiEoKmBYL2RtmXodENA4IFYjEEsTALjf4QioIBQmEOEHQQNVJZIX8OorYfEKyAGIdQmISoOyT9rrgIiEWI2radshchajthMZhQFBNI58ZgMRwDAOQKSxDFDAw66e2FfCEAo24ftBoPimIK6dwFWAwnd8quoCjG0WmR2mUlPQuXvho2rRN5MYeF1CQ6LAMQIAAQYNU6UGeUxtFqeh4OnQt2nRtFFDGXHMcj1S3QCAIC6Tg203Hsc9UCACYjm3AZzKg12+E1SQewHapqgkGjxVYmibVkBIPuOgDA9WgAZpcLDXbp4JmXl5dxoK4OJp0O26kUFiMRjNTWwme1osZqhVGnRZNDOqDozOoqBn0+WPR6RDMZFI2xsmPE7OQGBndixNrSNgqFIpp2YsTE6DKaWxpgd5mRSeUwdXn55i56/0oImVQOzV0+eHwOmK1G1DVXweGxIJvOY+LCAoZPSGMhsBZGVK9HW4dPutZra/DWOOD22FAoFDB2cQnDh1vh8drQ1FqNSCiBjm6pDWeub8DtsaKq2o5isYgrP5rE4OE2aHUahIJxbPmj6NxXL43PqQ3YnWZ4fFIsGj09i4FDrdDptYhsJ+BfDaF7sBGZbAo/uN0b8rs9wf0hPv39YWJP+YA39cOoM2HshQl0H2qHyWZCPJzA0vgK+k9Iu1lXptag0WhQ3yWNmasvTqJ9fzMsTguS0RRmx5Yx+GgvAGBt1o9ivoDGHmnMTJy+jqaeenjq3eg/1oXJs7M3d9lvLASQSWbQ0i/N19dHF1HX5oOz2o5MKouJ09MYebO0e3VzeQuJSBKeWidG3rwP1y/Mw9vogbvGiXyugCsvTmL4Tf0QBAHbsZzkA/ZJ8+rs1RW4vQ54ahwoFsVX+QDnT33Azk7i+Wtrkg+odwEALsxsY2CkGXq9FuFQAv61CHp24sHiXAAms17yAUfacPn8AnoGGmAy6RGLprCyuIW+QenaxrVp6HUaNPikmHppchU9rT5YTHrEk1nMrgQx1C3pLm+EAQBNtVIdLl9fQ0djNWwWA9Zr8xjf3MSRRunalsIR5IpFdHh2fMv6Okw6HU40NyGVy2F0w49jO7u+VqJRJHM5dFdVodZpwlR8CTVGD1x6G3JiHlej8xhxSvNbIBtGopC++fN0YgXVBifcejsKYgFj0TkMOTvgMhxDtriJbGELNr20YzmRn4Re44FBI8XjdGEVTsNhCNAhV9xCprAOm35gp+x16AQ7ijrJxwj5lyFqDwKCERBDEApLEHVD0s0rpiBqmiFqGnfKnoGo3Q8IZkAMQyjMQ9SNQKvJoFiYAaCDRtsKACjkzkCj2wdBsEEUYyjmJ6DVSzv1i4V5AEVotB07Zc9Bo+tGs3kIuWIa/sw0Gs3SXB7JbaAg5uAxSPdLMh+G19AOs9aBvJjFWvoams1SfaP5TWSLKRz3SnW4ElpHvcWJKqMFuWIB57aWb/5OEACPwYJep9Rm4+EN+Ew2eE02FEURrwQXcaS9AVpBg0AsgUAsgf56qezkRhAuiwm1Dhuq7dKhaQdb62HQarGVSGItHMNgg9S+0/4tNNYLqPE5AAAXLy9hX289jEYdItEUVtfC6O+tQ5XHiuoqGwx6LepqpXt29MoKerpqYDbpEY9nsLEaRf8ByQeszks+oL5F8gHj5xfR1lMLi92IVDyD2WvrGDgsXev6ouQDGtt3nhUuLaFxfzPsbisyqQymLizc3EnvXwoik8rCU+vE8Bv7MHVhHnVt1XB47Mims5g4M4vhnbdtAqvbiK1vo21Q6ptXx4hCroCxn0xi+M374Kl1oam3HpFAFB3DkjeZubQId40TVfUuFAtFjH5/DPvf2AetXofQRhjB1W10HZS8yfzYImxuGzx1Low8PohL37+CgUd7oTfqEd6MwL8QQM+RTmTyabzww2/jNag+QPG8nj0A8FofcMTTAoPVjHPbi9jnrINFa0A0n8ZsLIAR987cmNiCRhDQYvEAAC6EltBtr4FdZ0Q8n8XYVhCHq6SyS4kQ8mIR7TYpHlzaXkWbzQOfyYYRTwPGQms3d2yvJMNIF/LotEvx4FxyCy12JzxGM9KFPM5vruFknRRn1hIxRLMZ+MxWnKxrxtiWH3UWO7xmC/LFIl7xr+BEXTMEAJm6FEKxFLqbdtYZlgLwOCzwuqwoFkWcn1qB227Gkb4mbEWS2AzH0dcixdTplSAcFhNqdg6jHj23iKHeBhh0WmxHk9gIRNHfIfmhuZUtmI16VLktODzQjAvjy+jvrIXZqEcknsbSegiDXdJzmFFTA0HQw6zbWR/InINd3w+txop8MYZEbhpOo/Rmeyq/AAAw61oBAJHMRVj1XdBp7MhpBISyU/CZpGfkeH4VRTEHh14qG8xcgVYwotZ0GHkxha3MxM2d9on8OnJiCi59O457WzEWWkODxYUqowXZYgHnXzUvraeiiOcyN3++Gt5ArcmOapMV+WIRZ7eW8Eh1Cyw9ZgQiCWzFkuht3GnvlQDcNjN8LhtEEVjbiuJgZwN0Wg22okn4w3H0N++091oQdrMRfcd25prTs+gfaYbBpEc0lMD68jZ6djxaOplFXZMHNY2S5xk7O4eewUYYzQbEwkmszAfRN9KMdKMNS6vb0Go1aLjhpSZW0Nnmg9VsQCKZwcxiEEN9kpdaWQ+jKIporpd0r0yuobWpCu3NZqRyOVzx/9R3LUciyBYK6PBIY2ErmUSftxpusxnpfB6X1tZxrFmq71o0hng2i0NuyV9ci66i1uSC22BFrljA5cjCzd8JogCX3opOm3RvXY+tocpgR5XRjqIo4mJ4Dm2WAWigQSwfQiwfQr1JmpfWMwuwaO1w6qpg00nX22Lug07QI16IIJwLoNEkPTP7M0vQa9ug00peKpU9BZP+IATBjEJxG7nCAkz6A9BpaqDV1EIQjNDvrL+ksqdh0g9BECwoFiMw6nUYaZXu74VACBpBQHO19O9fnF9Dd101bCYDEpksJlcDONi+04bBMPJFEW0+qb1HF9bRWeuGy2xCKpfD2Kr/5k76lXAU6VweXpsVx9uacHl1A01uJzwWqb0vLq/jeNtOe0diEA3Jm214LbqKGqMTHqMN+WIBF8MLOOxu6pPnnwABAABJREFUR7XBjjaLF6FcAt12qf5TsTV4DDZ4jQ4UxSL+cSuIo94m6DUabKYT8CdjGPTs6IYDcBpMUiyqacEp/yKOeBth0GgRTCexkohguKoOuUQSt00ouYd9gCCKIu27hrW1NXz961/H//gf/wNjY2Nwu93Q6XQIBoM4cOAA/vqv/xr9/ZxXu+8n0WgUTqcTb+7/N9BpjbvSEspobo/Xju1ArHShYpGjsx2R1QEAT40D2/5oyTKi10Op0+TTjrLqJMfBffL5E916J0K50m3wHt8FWR2TthrpQrBkmTea5fPZajQ1KBZL5xizaLSyOhBqAFE+V5lTwzlJfTwrfzCPVlODgsy1/U3omKyOXedGLB8qWebb1+VftfeZbNhMx0uWKSxZ5XWsVmwmEiXLdP116freDZq4/AE2Hp8D25ulx2uhWn6ceapt2A6WbiNNVL7vPT47tjfvPO7zhQx+MPMFRCIROBxSvba3tzHypf8OrbXyE+gLiSQu/cZvwuORj00qHF7vPuAxvAM6Qb87sTJiuKfOhe31cGkZg3w9ytJxOWV1gPJ8QKGuWl6njLgS6bWXVSc5gsPyBr2cGN5+SH7+9hgc2M6Wbp/fa/3/yuoYND5ki5sly7zFXJDVEQUfBLG0DgCECpxD0Z6LDMqWsWo9SBRKp8j4i6vy6QDLmb+NF2yyOl67FYFY6b6vviJ/IFqVx4qt7dI65tktWZ2yCZTW8tQ6sb0h7++LiTLm7zJiiFjGoXGeOje21+/shfJiDi+I31Z9wEPO69UDAD/1AT3/8+PQWna3HpDNyu+XLCfOZSPy9fCZrdhMycS50/L1qXZaEYyU1gEAQ1x+jaLabUUwVFrr33/uL2V1ymEjL+9xzNpqpGSe4//48v8jq1NOn1lfkH+29DqsCERLt0/tC6XrC5S5FgQg3uOWLVMOG0fl/W05nss3Ir+GUW2wI5gtfW2P1crnoy9nXeGXXfKHaZezzvH+//q7sjrlkpW5rX02Kzbj8uPVfjQgW6actg5uyft2n8mKzfSd61RMpbH8kc+qPuBVVJwG5waxWAxf/epX8fjjj6OlpQX/7t/9O7S2tuL555/HxsYG1tbW8I1vfAObm5v44Ac/yKjz654bu+d3rdPpo+gAQHNPHUWnhXRtLJrMtRQdh56TN02r5eQZ1ei6KTpMjKQ61Rg4Odhu7ErZLV0KDPzNXZyx39JGikUdFdbnAZz+Pj09jePHj6O7uxuHDx/G+Pj4a8p89atfxfDw8M1PdXU13vWudwEAFhYWoNVqb/n97CznsFClovoAPjd2z+9aZ2cXFIPmbs582dKuLB/QVcWJ4S07b+3tFouOk/te1HLOGGBSZeDkK2XN350+Tt+37rwppxSad97UYdDSz4khLfsqjGkPwAeo3B2qB7g3sOJct4sTn9rrec87bQ3KiplO0nM8q8/a6zhtzVwLYtFJ8lytVs61+Qyc8xMMClt76SxjE225tNs4bd3trHB87GEfUHEanO985zv427/9W/z93/890uk0Dh8+jC984Qt4//vfj6qqWwPwe97zHoRCIfzWb/3WriusoqKiorJH2O0EW8HfPvXUU/jIRz6CD3zgA3j++efxgQ98AOfOnbulzAc/+MFbHjgHBgbwy7/8yzd/ttvtGB0drbTWDw2qD1BRUVFRuac8AB+gUh6qB1BRUVFRuefsYR9Q8WL9O9/5TjQ1NeFf/at/hV/91V9FT0/pHcFDQ0O3LGao3JmpKyscnTH517bL1rq4QNGZJF0bi+n4AkVnO/Pa3beVkM9fpOgUc5coOkzSpDotp+VfaSuHy6E1is7oxgZFh8nUKGfsT46vUnSmxiob9wJ2dyiMACCTySAavTU1hdFohNH42leHNzc3cf78efzf//t/AQDvfve78fTTT2NmZgadnbffpXrmzBlsbm7iiSeeqLyiDymqD7h3TJ693SEOFeic473VMXVpkaIzeZUTV1iMrnNi+GR8iaITy41RdIT8ZYoOk430FEWHNX+PrXD6/tqUsnzA1IV5mtbkWU4MmTxTmXdj+ACVe4PqAe4trDh3KciJT1fneXFufGadpsUgSHqOZ/XZlQVOWzPXglhcJj03T0Q5a0qsdQXWOgeLy6u88Xo1wrmPLm1VNu73sg+oOA3OD3/4QywuLuKP//iPZSdnADhy5Ai++tWvVvrP7SnqGjmvrdQ18V5/qWvhvNbFujYWNUbO6/g2HSdlgUbTQtERtBwdJnpSnTx6TqqBZquLo+MsL9/z/aSO9Ep+XSMnhyEzFt0tX/jCF+B0Om/5fO5zn7tt2eXlZdTV1UGnk77HFgQBzc3NWFq68yLcV77yFfzKr/wK9Pqf5g9PJBI4fPgwDhw4gM9+9rM3DyV7vaH6gHtHfTsnztW18V6B5vkATlxh0Vxmzn456k2cuGvScl7JFrWclDNMnHpOSkXW/N3kIfV9nbJ8QF0bZ6wCQF07J4bUd3Bi2r3md37nd9Da2gpBEEq+IfeVr3wFXV1d6OjowJNPPolcLlfW715PqB7g3sKKcy12Tnxq9PLiXEONi6bFwK7jpPuizU3VnLZ+kM9fd4L13Nxg5lwba12Btc7BosnNG6+NpLZusbkoOnuJihfrH3vsMWI1VF6Nw135AQq36sgfYFK2VpX8QV3l4CRdGwuHntNGBi0nIGo0nId9QaO8yVlLqpNVyzmA2G3g3IseM+eQXiYOD+fanE5WLKpQh5Cj7qMf/Sgikcgtn0984hO7u6AdEokE/u7v/g6//uu/fvP/1dXVYXV1FefOncP3v/99vPjii/iTP/kTyr+nNFQfcO9wVHMOWHWSdADA4eHMl06XsnwAK4Y7dJz20WtIX2YIyvpSBADMCpu/3RZO3zsdyvIBDg9v3LNiiKOMQ+1vy33OVfue97wHp06dQkvLnRde5ufn8alPfQovvvgiZmZm4Pf78eUvf1n2d683VA9wb6E9pxg58cll48U5l11ZMdOodVF0WH3GamvmWhALN8lzOfWctmatK7DWOVh4SP4GAFwGzn1UcSzawznrd33ArAqfbCbP0UnzdnKwtDIZZe0uyRY59SmIWYqOKKYpOmDpECmS6pQjtXWmwBln6TxHh0k2TYohWc74qDimESZno9EIh8Nxy+d2KXAAoKmpCevr68jv9KkoilhaWkJz8+13qP7v//2/sW/fPvT399/8f0ajET6ftBPR4/HgQx/6EF588cXKrl9lz5JNk+JciqMDEOMKyeOwYMVwlp8oIkPRgUjSIZJ/nc7fmayy7mlW/ACAbIrkAyqNRff5If0Nb3gDGhtLvy37/PPP44knnkBtbS0EQcBv/MZv4Otf/7rs71RU7gZanCPpZHK8OMfUYlAgzZesPmO1D3MtiEWG5rk4Oqx1BdoaDgnm+kSmwLmPKo5F6mK9ipKYuMTJe8rSAYCJs3McnUvKyp02Gedc11aGkxs2nz9L0Snmz8kXus+kc5w6LaY4OW8vbHNy3V1YV1beRQCYuLBA0Rm/zGmjiYuV5boWxN1/7gafz4cDBw7ga1/7GgDgm9/8JhobG++Yr/4rX/nKLbvqASnv/Y1X3jOZDL71rW9hZGTk7i9eZU8z/tJ1is7EaU4uTgCYOMeZL8cvK8sHXFjjxPDx2AJFJ5rlnF0jFC5QdJispScoOqz5+9Iip++vTnDyFLOYOMM7q2L8ZU4sGn+pMu/G8AE3zq559SeTqXxxbmlp6Zad962trTfT5ZX6nYrK3cCKc+c3OfHpMjHP/NiUsmJmIMM5K4bVZ6NznLZmrgWxYHmusQjnHKWl1CRFh7XOweLiMm+8Xo5w7qPzwcrOrLrf6wFKQl2sVyDDj7RzdI51UHQAYPgN8rkIy2GEdG0s9js41+UzHabo6PVvoOho9I9SdJhYDJw6dVoGKTrHva0UnRNNnPzCTIZP3H5x+W4ZOdxG0WHGonvNs88+i2effRbd3d34/Oc/fzO/6oc//GF897vfvVluamoKo6OjeN/73nfL3586dQojIyMYGhrCgQMHUFtbi09+8pP39RpUHn5G3jLA0XnzPooOAAw/2k3RGTnCiSssTjRzYviIs4ui4zIco+iIuuMUHSbN5mGKDmv+PtbB6fuDw8o6H2D4jX00rZG3cGLIyOMc71YJd3N2jYqKUmDFuZN1nPh0pI/3vHN4QFkxs5b0HM/qs6M9nLZW4vPXcZLnOuTmXFuHZT9Fx0xa52BxvI03Xo94OG19subO6eUeJorFIn77t38bHR0d6OzsxBe/+MU7li33HJw7odtFPfccQrEIQSjuTiORki+TykCIJ0sXKiM9hRBPQgjHSst0l3egSqGhCjmZsoaVbfk6pTPQyLSBUHCWVSc5FiPyucNqtHbZclMO+QPRspoqzKdLl/PqorI6LsGCcK709Xu1CVkdqwZI5OXPvnZp4rJlymE1L58b1621IJQvnRcukb99epJXky7oZcuJZXyDKory5UStvJCoEWXLCf4t+QqVSSEUki1TDHpQWCm9a0XY2JTVEXxGCFdnSpbJH5D/wqvoNCNffedzL/J5HXC7f0YEIO7iDPcKvknv6enB6dOnX/P/n3vuudeUi8VeG1/f9a534V3vetfd/8MqewexHB8hypYTywh0oijKlhPLPPxQLBRky2rKSL8h5PKy5Qyx3XmtmzpheZur8wgwhEvHmYWgvJ+oF+yy5X5S3Sur025pwlyydJy3a0ZldexiAbEyvGJRlJ93yyGYk89t7tJbZMuJxTL2EYmCfLlypg5BvpxYXnXky2mI+6MEuWsX5Ms8LBB8wEc/+tHXfGl+p3R45dDc3IzZ2Z++vbCwsHAzXV6p36m8PsjnNRDz2l1p5ALyuZsLBqNsOUNYfpzrzFoYNkvPhflfkH+2KFS5ke+RL2f6a/nneKEIaAqly7zRLLMWUibfScjnNjcIeZg0pefL1mr5dY4aRxVaxdLllnzy5wBmXQJSvtJxL9nqktXJ1FjLKpe1cuYLoYwsJ0JBvlwqJ+/dsnmtbLlo3iSrkyjoZctpy9iarYEoW857mZcqJ+ssfe1OsQDvmHyHxAPyB9IXehzIT5Uud+CX5N/k7XSYkbTceZd+LpHFbd+9fQDrAaX42te+homJCVy/fh2RSAQjIyN405vehH37Xru54T3veQ9+7/d+DydPnqzo33qdOLnXF4G1MEdnVX5CLZfNTfmF5nJgXRuLjXSEohPJBSg6mQLnlaVcQVmvFwK8awvlOAvf6ynOPb0WL/2F2INgcynI0VnmtPWmv8K23sM56lT2NgGFjWEACJTxhXxZOuthig6L9QgnhrPmlEiO0/fZQmWvG99LwnnOta0lSX1G6vvNgLJ8AGusAsDmEieGVBzTCD7gbs6uKYd3v/vd+O53v4uNjQ2IoogvfelLeP/73y/7OxWVu2E1zplT1qOc+LSR4jwzA4A/yLk2FsnCBkUnkAlTdNZep3MTAKzfZqNTJbDWcFjrCoWisjyXP8jr+40QRyuYqXBtUmHrAd/4xjfw5JNPQqvVwuPx4H3ve98dz6Yp5xycUqiL9QokEZPffV+WTpT37V0izjl4JRFT1uEb8TynPpmi/G73csiLnGBYEJVlggAgX+RcW6rI2WkRzXHu6ViGd5Abi0SE00YsnXi8snG2l3PUqext4gobwwCQiJK8icJ8QCzNmQtYc0qa5CcKJD/BJF3g3I+xHOceYvV9PKmsw3xZYxUg+oAKde63D3jqqafQ2NiIlZUVvPWtb715Zs2rU+G1t7fjM5/5DE6cOIHOzk54vV489dRTsr9TUbkbYlnO80V0F+czvJoY6ZkZAOJJZT075YqcN83jBU7sjZH6LJ5Q1twEAFHSvMu6H1m+pFhU1toLs+9jKdI6YIXjQ2ln19zPs2nUxXoF0tojn3alLJ0+jg4AtLV7KTqtPbUUHRadthqKjs/YStGx6jg5gU06+Vft7zdWPefa6o2cHGw9Ds493VNVRdFh0jbIeeW6bYDT1u0dPoqOispeQWljGABa+8tLmyer060sH9BdI/8KcDmw5pQaY4t8oTIwK9AH1Bo593WPk9PWrL5vb+HosGCNVQBoG+TEEFZMu9c8++yzWFlZQT6fh9/vx8yMlKPvueeewxNPPHGz3JNPPonZ2VnMzs7iK1/5CvR6fVm/U1Epl14PaW7ycnS67JxnZgDoaFZWzHTqOWd9tVk4ay89PtLc1KqsdgaI9yNpDafOxJnj9DreWTEMOoi+pKueo9ViqafoVMLdnF1z7NgxVFdX3/azvHzbRD33DDVnvYqKioqKMtntq2vqznoVFRUVFZWHF9UHqKioqKio7F0IPuBuzq653dl1r6a5uRmLi4s4duwYgHt7No26WK9Apq9wvrGZvsz75uf6FCeX2/SVFYoOi2tRTm739XTpQzjLJZ67StFJ5cYoOkxiWc61LaXmKTpXw5wc+lc25Q9qvd9cvzBH0uG09dRkZW2921Q2ahoclYeV6+dn5QuVo0MawwAwPbrI0bmqrLyeV9f8HB3SnLKW5vR9UoE+YIV0bVdCHE96dZXT91MzHB0WrLEK8GJIpTFN9QEqe5WxAGlu2uA8p0xEeOehTc4qK2aGstcoOtfjnLWXKyRfMjWtrHYGiPcjaQ1nmbSukM1fpuiwYI6xiSVOn80mKksVw/ABN86uYfDe974Xf/EXf4H3vve9iEQi+MY3voG///u/p2j/LGoaHAXirXNxdOo5OgDg9dk5OqRrY1FjclJ0HDrO60FGLef1Ob32wb1mdCeMWk7qA7feQ9GpM3MCdp3dRtFh4m3kpObxNnLa2uersK0VdqCMisr9wttEGsNNnDEMAN56N0enljPvsqhzcvxNLWlOceg4fa8n+QkmLj3HK7Hm71pS3/uqOTosvA2csQrwfEDFMU31ASp7lDob5/milvScUmvixF0A8FUr69nJrOOkVPEaXRSdOsfrc24CgFoHp+9ZazguPcdzaTXKWnvxVfH6vsbF6bMqQ4XeRGE+4Fd+5VfQ29uLrq4uHD58GB/72McwODgIAPjud7+LD3/4wzfL3ukcnHJRF+sViIsUWF1e3iB1u60UHZfCJmePgXNdVp2LoqPXcCYMnUZ5OeoMWk6d7DrO5Fxl5PR9tdlC0WHiruG0EU3Hw2lrFZW9grvGxdHx8RbGXZV+6fazOgrzAVVWTgyvJs0pNpqf4OR1Z2LTcu7HahOpz2wcHbdLWT7A5eUtqvH8hIuio6KyV/CaSc8ppDnOY+TN3R6nsp4LTBrOl5JuPWfthTY3uZU1NwFAtYVTpyrSGo5dx5kvtQrzXB6iL6lycLRcpPHxoNFqtXjmmWcwNzeH2dlZ/Mt/+S9v/u6JJ57Ac889d/PnO52DUy5qGpwSPPPMM3jmmWdQKBQAAIOHW2E0mHHl3AK6BuphMhuQiKWxOLOJ/hEpT9HqwhYEjYD6Zinoj19cRFt3LSw2I1KJDOYuzGPgSDsAYH0xiEKhiMZ26fDFaxcX0NjuQ1tvLTKpLKYuL2P/Ix0AAP/KNjKpHJq7pG9+p87Noq6lGg6PFdl0DhPn5jH8qHSAZ2A1hEQ0jbadA2anLy/DW++Cy2tHIV/AldOzGDrZDUEANgwGhMNJdHZKdZiZ9sPttqKq2oZiUcTopSXsH2pCW7sX29sJBINxdHdLdZibDcBuN93cdX91ZRv7DrdBb9AivBXH5koI3UPSoR2L1/0wWwxo2zk8d+z0LHqGm2E06xELJ7E6H0TvThuGrIBeo0GL3QUAOLOxgoFqH6w6A6LZDKZCQRyukQ7Pmo+GAABtDumbunP+VfS4q+EwGKF1WDEZW8MBd6vUN6kQcsUCWq3SovGVyDLqTC4c8bQjXcjhamQFhzxtUt+kwkgVsmi3+dBm0WItfR1OnQ9WnQsFMYel1ATaLEMAgGguCINgvPnzenoGdl0VbDo3imIei6lxtJoH4TJ4kC1uIlvYgk0vHUKSyE9Cr/HAoJHaX0QeTsNhCNAhV9xCprAOm35gp+x16AQ7rDvfSiayp2DWH4ZGMCJf3EausASzfhgAoIEdem0LDNqmnbKnYdYPQyOYUSiGkcnPwmI4CINQRL4wAwFaaLXStWdzr0Cv2wdBsEMUo8jlJ2DQPwIAKBTmIEKETtuxU/Ys9LoeuIUGFMQkYtlxuIyHAQDp/AqKYgYWvVRWgBY2fS/0GjeKYhqR7Cjcxkd2yq6hICbQY90n3S+pOXgM1bBrHciLecwmp9Bt7YcAAQ69CzatHQ0m6X5ZTi/AqXPBoXOhiCKmE9fwSHULNIKAQDqOzXQc+1zSrv7JyCZcBjNqzXb0OLx4ObCAw1VN0Gu02MoksZaMYNAt3aPXowGYnU402KX7++WVZRyorYNJp0MoncJCJIKRmlr0VlVjJrQNo1aHpp3Xq86srWLQ54NFp0c0mwFMS+jfGfers5tSjGiTJvXxM7No62+AxW5CKp7G7NUVDDwifeu6Ph+QYkSnNOaunZtHQ2sr7B4b0okMps7NYuixfgDAxkIAmWQGLf2NaBtswuTZGdS118BZbUc2lcX4y9cx8hbpXtpcCiKZyN48fPL6hXl4Gz1w1ziRzxVw5cVJDL+pH60DjQiuhRAJRNExJB16ODO6CHeNA1V1bhQLRVyMFbF/uAk6nRbbW3EpRuwcJD03swmbw3TzgOqL5xcwONQEvV6LUCgB/0YEvX31yGRS+PEZvBY1V63KA+ZnfcD+N/XDqDNh7IUJdB9qh8lmQjycwNL4CvpP9AAAVqbWoNFoUN8ljYOrL06ifX8zLE4LktEUZi8vYvAN0hywNrOBYr6Ixl5pR87Ey1No6mlA22ATMokMJs/OYOhNUlzcmN9EJplFy75GAMDUpUXUtfmkMZ7OYvzlaYy8WSq7ubyFRCR56xhv8sDtc6KQK2BsZ4wLgoDtcBqRYAztOwdJzo4tw+1zwFPrRLFQxNip6xg83oW2/gaE/FFsbYTROSTF3/nxVdhdFlTv7OQdvRbAwMEW6Aw6RLbi8K+F0T0o1XdxescH7HiIsTNz6NnfCKPZIPmAhSB6hyXd64UsdDoNGmpdku7VFXR3+GAxGxBPZDC3GMT+nUM0l9ckH9C0s/N/bGIV7S3VsFmNWK8vYHwtgMOtO2VDEeQKBbRXSx5tdHkdDS47jrU3IZXLYWzFj6NtUn1Xw1Gksjl0+qpQ8KYwFlpDg8WFKqMF2WIB57eWcdzbCgBYT0Vh0epv/nw1vIFakx3VJivyxSLObi3hkeoWtFtyiOW3Ec9HUGeS5tyNzDwsWiccOg9EAAWxgBbzPmgFLeL5MKL5LdSbdrxgZhEmjRV2g7RoEsueglV/CBrBhHxxG5nCIqz6EQCABjYYtC0w7viAWPY0rPohaAQL8js+wGo4iKIoIJ2fgyBoYdRKcT6ePQuLvh8awYaCGEMqNwmbQZrbM4UFQBRh1LXtlL0As74LnZZBZMU0VlJzaLdI89J2zo+8mIPPILWpIGhRZ2yBVetATsxgKTWNDos0L4VzAaSLKZzwSXUYC22gweK42d7ngis47m2BIAA+ow0egxl9Lsk7XQ354TPb4DNZURBFvBJYwpH2BmgFDQKxBAKxBPrrpbKTG0G4LCbUOmzoqq3C6dllHGyth0GrxVYiibVwDIMN0j067d9CQ72Amp3F74tjS9jXWw+jQYdINIXV9TD6e+rQ0VqNxeVtGAxa1O0sbo9eXUFPZw3MJj3iiQz8qzH0j0jXtroQhCAIqG+RNmiMX1hAW08tLDYTUokMZq+tY+DQzr21tCX5gB3PcO3SEhr3N8HutiKTzGLq4gL2n5T8v39pC5lUFm37pPt96sIC6lqr4aiySc8KZ2Yx/Ebp4OHAyjZi61s3D5B9tQ8o5AoY+8kkht+8D20DTQiu7viA4R0fcGkR7honqupdKBaKGP3+GPa/sQ9avQ6hjTCCq9voOih5nvmxRdjctpv/zqXvX8HAo73QG/UIb0bgXwig50gnMvk0Xvjht/EaVB+g8oD5WR9wtKoFBqsZZ7eWMOCqg0WrRzSXxkwsiAMeKdbNJ7ahgYAWqzQvnd9eRo/DB7vOiHg+i9FAFEfrpLIL0TAKxSI6XNK8dMG/hg6nBz2eKiTzOVze3MCxemn8LMciSOXz6HZLseNq0o9mlxNusxmZfB4XVtdxvEUqux6NIZrJoMe7U3ZjE7V2G6qtFmleWl7FsZYmCAAiVi1C2SR6HDvPS9F1VBls8JrsKIpFnNteQPvO8/NWJo7NdBR9Tsm3TMf8cOhNN3c6j2MLQ30N0Ou0CEWS2AhE0dcp6c4vb8Fs0qOjWarTxavL6O+qhcmoRzSextJaCAPdO2+FCbWAoAc0O4eu588A2gFAsAJiFChMATppXkJxJ5WJpm2n7DlA2wMIDngMOoSyk/AaDwAA4vkViMjDrmuVrid7BRZdHXw4gryYxnb2KnzGQwCARGEdhWISDn0HRpxdmIovocbogUtvQ07M42p0HiPOLgBAIBuGSWO4+fN0YgXVBifcejsKYgFj0TkMOTvQ2FaLzVgCwUQS/bU7cX0jAI/VjBq7DaIoIl8o4khzA3RaDYLxJNajMQzW76wBbQZhNxrRP2yW7pfRJQz218Ng0CESSWFtI4K+necwq9mA+jrnzXnp0tgy+rprYTLpEY2lsbyyjX199cjaNVhcD0Gr0aDxxhw2tYruZi8sZgMSqSxmloIY6pH6fMUfRrEINO9kTBibXkd7vQdoMSGZy+HqxiaONO34rkgE2XwBHVXS/a3TaNDnq4bbbEY6n8el1XUc27ln16IxxLNZDHl27qXoKupMLngMVmSLBVwKL+KIpx0CgGqjHW69Bd126VqvRdfhNdpRbbShKIo4F5pH187aQTQfRjQfRqNJ6vO19BKsWjucejfqjU24nhhHh6UHWkGHeD6K7VwQzead9brMCnTaNug00nhN507BqD8EASYUxW3kCgsw6g7AoOtDrjANAUbotM07ZU/DqBuCIFhQFCMwGnXYtzM/r6xsQxAENOz45ytXVtDe7oXVakQymcXMzCb275f+zbW1MAqFIpp23pYdH19Fa7sPDpsJ6UwOE9MbOLDj99c3I0hn8jcPvp+YXkd9jQsuhxmZbB5XJtdwaL9UP38wBr89d/MA2YmlTdS4bKhyWJAvFHFhZhVHupvQVV+FzXAcoXgKPY3SPTu5EkCV3QKv04piUcQWptFv74RO0CKUi2I7G0GHVarTQnIVNp0FzWbp/hmLTqHP1gG9RodILobNzDa6bC3IaNK4bTKZPewDBFEUH+Lq3x+i0SicTife0vuvodPe/iCCchESKU6lsjmOTCfvNWnDyjZF59rvctKlVLWEKDo/18TJtX7SNkXR8WoTFB0AcGnyFJ3JLOeV6++GDlB0/u9sD0WnsMb5Jrnnc5w8vQBQDHHua0HH+a62cGD3bZ3Pp/HjM3+MSCRyM5/c9vY2jvyn/w6tpfKdE4VkAmf/zW/C4+GlAlHZm9zwAY/hHdAJ+t2JCQKlToLBQNHR2Ig73Hyct8MSHZw5JTjIiXP54ThF5/29Fyg6/8wxStEBgKLIecn2/40cpOh869owRcc0Stq9d5Xjty2znLkbALC5RZEpxjl+Uszvvo3yYg4viN9WfYCKYrnhAzr+5hPQWky70sr4OfFJH+bEb8sgLz7Z/przNs73/9sXKTrfSXDe7P7K8qMUnaWfcA6irDnLmZsAIO3RUnRCvRx/axvmzHEn6jj56J/2vkDR+c1f+22KDgBknRx/G6/n9H37L03vWiOXyOLv3/qXqg94FWoaHAUydPzuchndUWdnpw2DkQMtFB3WtbE44mmn6LRZ9lN0XIZjFB2L4SRFh8mNXfS7pdvaT9G5sQNy1zqNTRQdJsM7u2t3rfMmTluPHOTEDxWVvcKNt2B2C2sMA8DwGzhfgg4/wpl3WTzS3kjROUaaU1h+wm44QdFhcmMX/W457uXMKY90cPr+4BBn8YXF8Bt6eVokP8GKaSoqe4UT9Zznixu7lnfL0Z23zxkcHFDWs5N3563w3XJjV/1uOdb6+pybAN79yFrD6bZy5jiTXllrLwcHeWPsSDdHa9DOeY7YS6iL9QpEYO2648hQtZh1UhbKujBl1eYGpPtaYVenrNpI8GKIsnRUVPYMShx7r1MjwJpTWFfFax1ltTNAbGvWrajANqKgwGGvtHGvoqJ0aB6cogLqGFbac4HS5gJa+yjrsgAo0SuxUFaNmGPsdWr/HwrUnPUKZMsf4ehscHQAIBjkvAK+tRGl6LAIZGIUnVie87pWtrhJ0ckVNig6TDIFP0UnnOe8qulPc/ren+ClJWIRXOWkpAqucdo6GKiwrfdwjjqVvc2WwsYwAGythzk6fmX5AH+M42/8Kc6cEs1z+l6JPoB1bRspUp9FOTrBLY4OC9ZYBYDgKieGVBzTVB+gskfZSJDiXJyjs5nmzd2BbWXFzFQhQNHZynLWXli+RGlzE0C8H0lrOBHSukKhqCzPxRxjm2HSOmCl42MP+4CHbmd9a2srBEF4zee3fuu3blv+r/7qr15T1mTaXZ65e01ki7P4FyEG6HA4SdGJKGxyDmU5bZ0ocCbnXJHzIFsg6TBhXVs8zzGL2xnOPb2V4ugwiVS6OP4aHU5bVxo/BHH3H5XXH3vBB4RJY481hgEgEiTFlW1lfcEZIp0ltJ3lzAVJmp/gbCJgEi8oa/7eJvV9OEo6j4pEhLTBBiD6gAp1VB+g8rPsBQ8AAFtpUpxLcuJTiDTHAUA4qqxnp0yRs2AbznH8DW1uiihrbgKY9yOnreN5jrctKMxzhSO8MRaKc/osWmFb72Uf8NAt1p87dw7r6+s3P9/73vcAAO9973vv+DcOh+OWv1lcXLxf1a2I9v56js7OadMMOjt9FB3WtbG4cYL4bqk1cvKmWXWcPKMmPS9PMQubvo+i02ji5Krtc9ZQdPqrvRQdJh3DnDbqGOLodHZx2lpFBdgbPqBjuJWjQxrDANBOyn/Z3sc72J5Bby0nhrPmlFojJy+wRc/Jw8qk3thK0el3cTxpXx2n7zvblOUD2gc5+Y4Bop8gxTQVlb3gAQBgXxUpzvk48anHwXlmBoCuVs61sXDpOef8dVg56xx9JF/S2a6suQkg3o+kNZwGEyevv0GnLM/V1cYbYz2NnD5rs/C8yV7hoUuD4/XeerN8/vOfR0dHB974xjfe8W8EQUBtLW+CUVFRUVG5TzzE34ar3BtUH6CioqKyh1B9gMqrUD2AioqKyh5jj/qAh25n/avJZrP42te+hg996EMlD1GIx+NoaWlBU1MT3vGOd2B8fPw+1vLumR1f5ehcXaHoAMDMNCff+Oz4GkWHxVRsnaKzkZ6j6MRz1yg66Zzy7nHWta2kObthJiKce3o8yMlzyGTm0gJHZ5TT1jPXK2xrkfBReV3zuvUBl+YpOqwxDACzY8scnWvK8gHX1jkxnDWnrKc5fZ/MXaXoMFnLcK5tPMw534fV99NznPqwYI1VAJi5xIkhFcc01QeolOD16gEA4GqQE1cm/Jw4NxnlPDMDwPV5ZcXMcG6KojOb4KzhTGyQ5qZZZbUzAExsku5H0hoOa10hm1eW52KOsckVTp/NJypcm9zDPuChXqz/9re/jXA4jA984AN3LNPT04O//Mu/xHe+8x187WtfQ7FYxPHjx7GycuebJZPJIBqN3vK5n7i9dkXpAIDbbeXoVNsoOiw8Bk59rDoXRcegraLoaDXVFB0mBg3n2uw6B0Wn2si5p71mC0WHibvGSdLhtLXbU1lb7+UcdSrl8Xr1AS6FjWEAcPtI8aBKWT6gysaJ4aw5xabj9L1eo7zX321aF0Wn2sjpM1bfe1zK8gGssQrw/ESlMU31ASqluFceAHjwPoD1fFFtJcVL0jMzoLyYadR4KDouPWfthdVnSmtnAKi2KOt+dJA8l1Zhnsvj5PV9lZ2j5axwfOxlH/DQpcF5NV/5ylfw9re/HfX1d84PduzYMRw7duzmz8ePH0dfXx+effZZ/OEf/uFt/+Zzn/scPvOZz7z2F9kcoN3l9xtarWwRT60LS3PBkmVEh1FWx91Wi8WN0odv6P3lGQ9fuxdrMmVFg16+Tg0eLC6FSpbp+TLHDE1/XD6w9JuqEYqWbqNLYfk8vUOOblwmVLvNMoT5ZOlhOWCW/1bSa+xBoIwTt9OifJ+Vw1rOJVum2bwPS+lcyTLBrPxiR52xDkGZaysW5MeZ1+DA9ULpe7Hr6/KH14wc9gLnSpcT6zhfVACAxiU/0VUf6MBKunQbCMm0vE53M1Y2S5cTZuV3NngbHFgtVa6YldVQUbkd990H3Ceq6j1YmpDZoVUoyOvUOLF0tfQuWzFbOi7fwFNlxaJMWU0Zh1BV2Y1Yliln3OI8GNhW5OeCFocF/pXSB4OFbfJzk6+lGjOLpa/r73BQVue4txUvB0rnv79UW64vuS5bzqDJy5Yph7mQ/Dx31NOOM9ul27Lolz/40av34Lq/9LxriMg/ndXXWrAcKd332nRRvj52K5bTpX17OeO1bMTSdfLUOLA0ydnhWVXvwtK13WuVFdNUVO6Se+UBgDv7gGxKDw129/wkmuXjgc9txvVM6XI5u/z8XVVjwDVLpmSZ6JxLVsfaWIvoivy/l+uSXyvp7XAgZC79LPdPn7r9gcF3y4+//GXZMkWdBZp86fq4Wv5/sjpu4zGEMqdLlvlPb3ibrE6/8//P3n9HSZZVZ97wE97bjMgwaSK991VZtg1OEgPf0EgMgxgJI4kGfSP0imFmxCCkV8iiTwwCRmoJJBhYWrzCCCFgMbxaUtN0093lq9JnpbdhMrz37vvjRiVtquLeytxddavi/taKtTq7bj657z7n7LPPiXv3USIXr5+7bfexP5jnalbBHWCf48vxO7+VcjeYWtn3HtrNRvgikbrX/LxrnlWnQz2OnUz96ybVO6w6TQoNwvmFutf8f3/1/2LVmZp04QbLm2iBafb9O67km+rnOF3tehzssbcHF7TtGqQU9dts/sVeDjptmN+78z5GJce+N9FoPLBP1u/u7uLpp5/GBz7wgbv6PZlMhsnJSWxsbNzxmo9//OOIx+OHn/19utdJuVCpsC8M7qUOo0XzlRSlTRRUqkT3RfR+TZVlAcZZB/zyM0BnU4VKh6rticYGJZUyv8ZrpXxEnQZ+7U2AnYc6DzjqmHmNdAAexIPXiDJVfkM1p/AsL6GEyibe+ZpnfZo0/7/fsUjIAwTuwGuZAwD3Pw8oE8UnKh2qeAkAZZ7tB4Bq3Vyl+VKWb2tdSni3Z0Kk87DucVFqHVmngfOAB/bJ+q985Stobm7GW9/61rv6vXK5jIWFBbzlLW+54zUKhQIKBd03X3fL/CWa+ufzl7dJdBgt/tlEwcXgHonOQmKdRGcnW/+bXa6E8tdIdCjZz7J/S86FpST7k4JcoGr7uet0NaGpIBuvF+ovZDjrvHi08XHcV9ce5NfeBNh5mPOAuR/T1NOde3aZRAcA5n5CU9N1/uImiQ4V11dozve5tEekE6KZU6jyEkquRmhywIseGl9fXaPRmZ27t5t4bMw/TzNWAWDuWZrzho4a04Q8QOBOvJY5AHD/84CLfpq4cjFAs96hirsAcGWbX2/ZiEuXSHSihSskOrNxmjyJaq1LCVUesEu0ZxKhajOe5QGX9unGK5XWUXUaOQ94IJ+sr1Qq+MpXvoL3ve99kEpf/n3De9/7Xnz84x8//PkP//AP8a//+q/Y2trCjRs38Mu//MvY3d2962/h7yWjpzppdKY7SHQYLf7ZRMFpC/ur5FwY1vWQ6LhUwyQ6TYopEh1KWpWjJDqDWvbXrLhA1fZjk+0kOpSQxZAz3TQ6Z484Phr4m3SB+jzsecDY44M0Oo/R6ADA6CN9NDpnukh0qJjqbyHROdVGpNNEM6eM6GjiNyUnTB0kOqedNL4+0UOjMz7WSqJDxeh5mrEKAGOPDdDoHDWmCXmAwG142HMAADhjo4krp6006x2quAsA0x10WhRUpKdIdIzyaRKdMT1NnkS11qWEKg9oV42Q6JjkJ0l0+JYHnGqlG2NUWkfWaeA84IF8sv7pp5/G3t4efvVXf/VV/7a3twex+KffQUSjUTz55JM4ODiAyWTCiRMncOHCBQwNDd1Lk+8KiZS9xuq91GG0aL7XobSJAqmY5r6kIhodsYhmSIp5OLTFIpq2l1LpELU91dighG/jVSLj17gXePB56PMAGU0Mpxx7Uh7mJhRIj3sW0S0dqnyCam4imispocqVyHxN1PZ869Ok+T9RDKGKaQICwMOfAwB08VLGs7kJoIu9dNDEJxHROp5va11K6PZMaHxEtfci4XAu5b2EdLzyMIY0Cg9k5vSzP/uzqN6h5tGzzz77sp8/+9nP4rOf/ew9sIqOaCjJKx1GK0WkQ2cTBcEc+wGiXIgWae4rVYqS6OQq9Q9Mux9kWA5z5UqsSHMAMVnbh2l0KIkGicZrkMbX0cARdY77bfgD/E26QH0e+jzgIMYrHQCIHHUcv4JokF95QDieIdEJpYl0iOamGFFeQkm4QDM3BTNEvk7Q6EQi/MoDogGaQ+UAIHpAo3XkWCTkAQK34WHPAQAgmKOJTwGiOYUq7gJAKMmvmIkKywHhHCmUaXQiRPM31VqXEqo8IE20Z5KnarMov3xNlZNSah1Zp4HzgAdys/5hJ3xAsyAO+2l0KLUobaLAn6WZMMKFGIlOskSzyZ4rBUh0KKG6t0gxRqJD1fYhnm08AYTjlWiRHvbFjvR7jVyjTqCxCXkiNDpemsUMAISJtKjiChWBKM1ccJAk0snRzClUeQklgRzN3ORPE236x4nyAJ49iHLUOfd2UMWQo8Y0IQ8QaFQOMjRxxU+lQxR3AcCf4NfGpqh6QKKTL/tJdEIFmjyJaq1LCVUekCzR5Mm5Ms2eCd/ygIMUXdtTaR1Vp5HzAOFdBB7SM0JTF6pnmK5WVc+wk0iHXzXqRkw2Ep0eDU1NOIeSpva9UU5Xp5gKm4Lm3rrURPV8idq+d8BOokNJzwjReB2l6dc940dsswauUSfQ2PSeoKlX2jtFc34FAPROuEh0ekb5VddzsKOZRGfETqRjpJlTuonyEkoG9TRz04iVxteDbTQ6fX38ygN6xmnGKgD0TnXQ6Bw1pgl5gECDMmqmWaeMmmniE1XcBYDhFjotCqoSmvrnOjnN2XN9Gpo8iWqtSwlVHmBX0pzLY5DTlMPq6+VXHjBioxtjVFpH1mngPEDYrBcQEBAQEBAQEBAQEBAQEBAQEBAQEBC4zwhlcOrw1FNP4amnnkK5XAYAjJ7ugkKuwsKVLfSOtEKpliOdyGJ3I4ChKeYpFs92ECKxCE6XBQCwdG0HnQN2qLVKZFN5bC15MDLNPOnm2wujXKqgtcsKALg5s4vWLis0eiUGJ9uxOu/G2GnmSRS/O4J8roj2HuYb0pVlLxxtZuhNGhTyRSzf2MPEWeYbxqAvhnQyB41OiYmz3Vhf9MDqMMDYpEW5VMbC1R1MnOkCRCKE/XHEI2l0DTgAAJs3fTA1aWFu1qFSqWL+8hZGpzuh0Snh6rUh7E8cPmW/vXoAnUEFi90AAJi9tIWREy5I5VLEwyn4vTH01Z6g293wQ6WSH9o0f3kL/WOtUKjkSMYz8GyHMDDBPH2774lCKpPA0WoCACxc30XPoAMqtRzpZB47mwEMTzBPjHl2mVegWlxmxt+z++joboZGp4DGDCxFD3DKyly7l4qhWK2gW8dcOxP2oloFzje7kC2VMBvx4mwzY4M7nUCmXECf3oIOvQ5r6T00y80wyrQoVstYTm5iXN8HAAgVYggX4oc/b6T30SQ3wiTToVStYCm5gVF9LzrVZiRLEaRLMdiVTLse5LegkRigkzYBqMKf34FLNQyxSIp0KYZEKXT4tH0gvwOFWAOrgvF/MH8FZvk4JCIFCpUY0iU3THLmyYBcOQKNtBVqCXNtKH8dJvkwJCIlCpUEUqUdmOVjKECKRHEXYkiglTFtFczNwijvhUysQbGSRqywAatyHACQLO4DqEIna6/pzkMv64RUakexkoM/v45W1SgAIF48QLlahFneVvvZB6u8CyqJHqVqAd7cTbSrGN1EKYBCJYtR3QDTDzO7sMjNMEh1KFZLWEltYETXDxFEyFcK0Em16FAx9m5n9mCUGWCSGVBBBUvJNZy1tkMsEiGQSyOQS2HEyIybm7EATAoV7CoddDIFAGDa0gq5WIJwPgNPJoExE/PN+Go8hJY2CZrteqZ/X9vB4GgrFAop4rEsfO4oBkac0GqVaLJqIZdLYXcaAQDzN/bQN+iAUiVDKpnD3ooPw7X+7d4NQSQSoaW9CQCwOLOLzl4bNFolMuk8NlcPMFqLJ979CMrlCto6mHiyPLePtk4LdEYV8tliLUZ01mJEtBYjmqHRKaHSKJgYYVajkCth+cYuJs7VYoQ3jkwgho4Bpn+sz+/D6jTCaNExMeLSJsYf6YVGr0Rbjw3xSApdQ8xbMZtLbpgsOphtBlQqFcz9ZAWjZ3sgkUkQDSQQ9sUOn6TfXvZAZ1BDo1di4rF+zP5kFSOnuyFVSBEPJuF3R9A36UK+mMOP/hmvpoFr1Anwg1fmAWOvH4JCqsT8s8voO9kFpVaJVCyNvSU3hs73AwDcq16IxWI4a0/ZLD6/gq6xdqgNamQSWWzO7WL0MebtJ+/GASqlClprY3H5wira+lugNaoxdLYPK1c2MP565kmtg+0A8pkCXMNM7Fu9tgVHlw0Giw6FbAFLF9Yw+UZmDgjshZCOZ6A1qDH5xhGsXd+CtbUJJpsB5WIZ8z+5iYk3DEMkEiEcziAeSqK79ibNxvweTM16NNmNtTG+itFH+qAxqOEaakHYGz18yn5ryQ2dUQNrCzNfz816MXyqEzK5FLFQCgF3BH212Le7dgCVWgGNXoWJR3oxf2ED/ZPtTB4Qy8CzFcRALfZtp4uQSsVw1nTnZ/fQ02eHWi1HKpXDzlYII2OMH9z7TB7Q2sbM7YvzbnR0WaDVKhE0i7GyG8BUPxO/3IE4SuUKOhy1/GLTh2q1ilNDbcjmi1ja8uPkIKPrCyWQyRfR3dKEVBsw7/OjxaBDk1qNQrmMa24vzrkYn/mSKQRSqcOfFw8CsOu0sGjUKFUquLLvwZn2VoiteQRyKYTyaQwZavNS3A+zXA2bSocqgNV4AKea2iEVixHKp3GQTWDEyORoq4kg9DIFxvVGxt+JNQxqOyEXy5AopXGQC6FPy/gwVkzCrrDApmD8spDYQJ+2HQqxHKlSBu6cHwPaTsjEZXiyfkhEEtiVtbkmuYFOdStUEiUy5Rx2Mx4M6pj5w5cLoooqnErmCamV5BbaVA5YRTZkywUsJbw4aeoAAHiyUeQrJXRpmDzXnY2gX2eHUaZGrlLEfGwfp8xdNd0Y0qUCRloZH84H/GjR6dGkUqFQLuOqz4tzrW0QAciVSjArVRi01HLtYABWjQbNag0q1SouetyY7muFWCRCKJFGMJ4+fIp+zROCQaOEzaiFRikHAEx2OyGXShBJZuCLJDHsYtpmwxeGvUUDm43JA2ZmdjE05IRCIUM8noHXG8PgoBNajQKWJi1kcgkcjlrbzO2jv88GpYrps75AkvNaYfOm96drhd0wyuVXrBXG2qEzaZDP5rF6fQdjjzCxx78XQj5bgMagwsTjg1i9vg1HpwV6sw6FXAHLlzcx8TgTe4KeCJK+CDpr437t+jasreaXxIgVTLxhGFqDGm0DTsSDCXTXxv3GzC5MNgOanEZUyhXMPj2PsccHIZFJET2IIeSJHD5Jvz2/C61JC61Rjck3jWLm6QWMPDoAmUKGWCAO/04Q/ad6kC/l8Owz38WrEPIAgfvMK/OAs9Y2yDRqXArsY9Rsh0YqQ7yQw3oijJMWZq7ZSkYgggidOmauuRJ0Y9BohU6mQKpYwGIohNPNzLU7yRjK1Sq69cy114NedBvM0MuVOGFxYjbsw1kbM073Uwlky0X0GZg1xGzMC5fWCLNChVy5hGshDx6x1eJMJoFkIQ+dTIFHbC7MRw7gUOtgVWpQrFRwObiP87Z2iCCCv5pHOJvBkIWJM0uhIKwqNZo1P42papkM51vbEMxk4E+nDp+0XwmHYFAo4dBqAQA3Djw44WJiajiVgTeWxGgrE1PX/WGo5TLolHKc7W7D5S03xlptUMlliGVy2AlFMdHOzHfRgyCkUjFa7EbmXhfd6OtuhlolRyqdx9ZuCGO1tcl+rVxXm7OWMyx70OWyQKtRoCIZh6i8hKr0FABAVNkDqkVUJcycJirNoAqgIj0HVLMQledQlZ6pXesBqhlUJb0wKaRIFBagkjghkzShWi0gVrgOk+IsACBfPkC+7D/8OVlYgkJig1xiQbVaQqxwFSb5KUwZehEuJBAtJtGjYezfSHthlGlgkRtQRRVbGR/G9F2QiiSIFpMI5mPo0zJ9YDvjg0aigrO2Z/FiYBcnmlqglEgRyWexl45hwsz4MJTLwKUxolXD7NVcCu5h3OyASiJDrJDDVjKMqaYWVDRSbMYjkIjE6KjlF5cP3BhuaoZWJkeymMfNSAinbLU+m4ihUq2iy8D4+5rfi15TE1rMTSR5QId6vPbzOgzSZqilBpSrRexnl9GhGgNEIhQreaglejQrmLnyILcJrdQMrdSEarWC3ewCzPJTEInEyJeDyJdD0NcqDySKq5CLjVBKbJCKmH5rkk9BLJIjX44gV/bCUNtTSRbX0dJigq25lgfM7mJosJYHJGp5wIATWu1L8oBan52br+UBSiYPSMhSmKz17+1QFGKRCK4m5trru1702S3QKeRI5QtY8QVxsoPx914khnKlik4L4++ZPR96mo0wKJXIFouYP/DjdFstJ44nkCuVoFfIca69DXMHB2g3GGBSqZAvlXDd68O59lu5axKJfB79tVxq0R+AQ6dFk7qWu7o9ONfeBr1Cjm6zCZFsFoNWph2XA0FY1Go0a5kYcWnfjVOtLUzums7gIJU6fJJ+NRiCQak8tOnC3j6mW5yQSSQIZzLwJJIYs9tQyGSwjdvQwHmAqHqn01kEDkkkEjAYDHhj1/8FqURxLC1Rhd3drV1WuLeCda+pyti/Z2nttMC9zXJoBsfm56QlEpHoVJUyTjaxsf4x9rbq0pqxlapf82ykxceq06JshidXv+bZpHGfVadJ1oJw0VPfHpWbVUcrdSFV2mW9Llel8bW3aGS9xiRrRbRY3/brcfZXt50KG7z5+jUBr+2w63TpzNhK1m/7ns+VWHVaXWa4d+vriPJFVh2uiLIF1mu4jDNRJseu090M92b9fl0tcfARi06pUsCPAl9CPB6HXs8kQ5FIBOd+/68hVWlY9e+om03jwh/8Z5jN5iNrCAgAP80DXocnIBUdM25ymSv7nXCveuvLSCTsOn0OuNfqz2EilYpVBwBae+1wr9ev6yo2Gth1OOQ4xdYmTjaxEe9Rs17jspuwe1C/LndsgP1vdZpN2I6w1PfuYa/T26k1Y5slL+m3s9dY5ZKXAIBczB7DubAVZW+zDnUTdjL1z6+Jb5pYdbqMJmzF6vvauMI+zlzNJuwGWHTW2efctlYT9t31dRR7NPV1AQCh+lqtPTa4N9hrJ1fSWdZruMSQaok9x2GLaaVqEc9WvyvkAQK85VYe0PbF/xtilfJYWtUSe3GDLr0JW4n6cUUkrbDrcFjviCJydh0OcRcAVAfs99ZpMWI7FKt7TdMSzdz03N/+Les1VXEnRJXbbhMe8q8Z9txPLe1EplRf59O7b2bVaVNZsZ+tnydtH1hYdbi0PQCU4zT7AaZW9lr7XPKAX+iYY9Uxy1oQYdkzmVTvsOpopB1Il+pf9xcf+iVWHS55QGDqePuILyXfVH8Pr8tkwlaU5swZKi02nUouh+3f/4SQB7wEoQwOD7n1pDpfdCi1KG2iwKHWkehY5EYSHb2MfeLlgkrCvxp1OinNvTXJ2RfyXHCoaNreWvumnU9YHETjtfaE4LF1Wo7YZg1co06gsbG20WxWU+kAOHx6/rhYam8g8QWbWUui49AR6aho5hSqvIQSm5Jmbrr1BOdxsZtodPiWB1ha6Bak1jYarSPHIiEPEGhQnERrVCodqrgLAHYDjU1UVMUOEh2FhKZuuZVo/qZa61JClQdQ7ZkoqdrMyq88wE6Uk1JqHVmngfMAYbNeQEBAQEBAQEBAQEBAQEBAQEBAQEBA4D4j1KznIbMXNmh0Lm6S6FBqUdpEwYsB9lIxXJhLrJHobGfYX/viQjB/hUSHkr3sLInOQnKFRIeq7Weu7pDoUDJ7gWi8vkDTr2d/snqk3xNVmc9ROc7vCgjcT2aeXqDR+dEiiQ4AzDx7k0Rn9oV1Eh0qriyzl6jjwoVdIp3gDokOVV5CyeXIFonOi24aX19epdG5cYMmn6Bi9jmasQoAMz9aotE5YkwT8gCBRuWFgz0aHT9NfKKKuwBwcZNOiwJx6QKJTjR/kUTnRpwmT6Ja61JClQfsEO2ZhPOXSHRuzPDL1xf26MYYldZRdRo5DxCerOchw9MdJDojJ9jrdnPWOtlBo0NoEwXTllYSnaHawWvHpV01RKLTpJgk0aGkRTlCojOg7SHRoWr7kdphx3yCarwOn+oi0Rk5fcTx0cCvvQk0NiOPciiSzkWndvAkida5XhKd4VOdJDpUTPQ5SXROthLpNNHMKcM6mvhNyZSJJgecdtD4erKbRmd0lCafoGLkLM1YBehiyJFjmpAHCDQop2oH0B5bx0oTn6jiLgCccNFpUVCRniTRMcpPkOiM6mnyJKq1LiVUeUAb0Z6JST5FojM6wi9fT7fQjTEqrSPrNHAeIDxZz0NkHA6P5YJUTte8Uhn7QXacdAhtokAuprkvmYhGR3LcgwtriEGjQ4lERNP2MiIdsrYnGhuUSOVE90Y0XqWKY+g8wBOsgMBRkSloYjiVDkAXD6h0qJBLaeKlnMOBv5x0iOYmKdFcSQlVrkTma6K251seQJlry44zf79M5xixSMgDBBoQqrmATIco7gJ0sZcO9gN2uSAS0ejwba1LCe/2TKjajGd5gIxwvFJpHUunQfMA4cl6HhILp0h04kQ6ABCPpGl0CG2iIJzPkOjEijT3lS7FSHTyFZrTvynJlNlPiOdCvJQk0SFr+yiNDiXxMM14jYVpfB0P0ugICDQKsQBNvKTSAYAY0TiOhfiVB0QSNDE8nCHSIZqb4kR5CSWRAs3cFM5mSXQiyYczD4iHEmRasQCNFmUsEhBoBEI5mrhCpUMVdwEgnOJXzEQ1TCJTLNPoUO0rUOUTlFDlAZkSzZySL0dIdGIxfvmaKiel1KK0qVEQNut5SMBDs9Hq98ZIdADAz0ObKHCnaQJ9oEAT6OOlAIlOpuQl0aEkUfST6ATzNIkQVdv7fTESHUqoxmtgn2jcu482PkQEn7tlfX0d586dQ19fH6anp7G09Op6vc8++yxUKhUmJiYOP9mXLGK+/OUvo7e3F93d3XjyySdRLBaPYIlAI+PfCdLo7IZIdADAv0ejFThiPHit8IVovoTwxIl0MjESHaq8hBJvNkai407SbCB7IzRtduDn10a0f48mTwLoYshRY9r9yAMEBPiAO00T56jWO1RxFwC8MX49xCMqe0h0smWa9fdBnmb+pmp7SqjygBjRnkmOqO35lgd4EnRjjErrqDqNnAfw7x1ZHlOy6gCp8lgakgz7pk3v6U7MXN6ue43Iw5709o30sx7sWHVaWHUAoO9kB7tNhRK7zngb6yGzYqLFU//vsj8BMHGuh/VA37nfY69B9ojdhbmD+geLrOmsrDpnLZ24GKrv5zkONQzH9P2YT7Af6hnKalmvoeKksQfXYvV97QsbWHXON7twneXAnEpIwaoz1tqGFw7qH3QijrFPvANDdtYDXStaFasOVyomDes1PdMdrAffSsTs39X2nu1mPxQ6zL6h3zfWhtmf1DkYuFK+/f8/bp25I/zuhz70IXzwgx/E+9//fnz729/G+9//fly9evVV1/X392N2dvZV/397exu/93u/hxs3bsBms+GJJ57A3/7t3+I3fuM3jnADAg8lVfaO2T/dzXogY7V8h3HzEvpOdLIf7FgosOoAQN94L2aeqX/YZDXF/sRU74k2zD5X/6BwaZDm9Wa9lD3OTZ2w4cZK/TlFVGGfU6aHm3GV5bDaVIJ9zp3qbmM9fO+mmX0eON/ehuscDvOqyGneLZam2ZdD46421oN4dX52nTN9Dlzaqq+j8bPnpCfHrLi2W/8QR1k8x6oz0u/AzBWWHDnHbZxxoVKu1P33vgkXtwOhq/V1AKD/ZCfJQdX9p3qOdsjsfcgD1tfX8b73vQ+hUAgGgwFf/epXMTw8/LJrvvKVr+Dzn//84c9utxuPPfYYvvOd72BnZwfd3d0YHR09/Pd/+qd/Qnc3zflWAveX0907kGmOVzpjM97Ees20qRtXo/Vz8Mj1ZladE642XNhnmQt62efuKWszpwPQc2U1u01tVrzIYlNRQ/NM6VsfeTvrNVz2A/7qx19j1VHIRpEv/qTuNecs7AesdqnHsJWpH8Pf4bjBqtOiPAFP7jrrdd9wT7New4XHbewH4zL3Vn9OsUjZ94JalH2s99YkZu/XOvkEkoUXWa9jY6DfwXrIbM5CV8tF3lP/y7MpDntKAJCJs+9RDNsdrAdey73seft4i61uDii6U9p2H/IAviA8WS8gICAgwEtunf5+nM/dEAgEcO3aNfzyL/8yAOAd73gH9vf3sbFRP4F/Kd/+9rfxtre9DXa7HSKRCL/+67+Or3/963dniICAgICAgMA9zwOAn35pv7a2ho997GN4//vf/6prfuVXfgWzs7OHH7vdjl/6pV86/HedTveyfxc26gUEBAQEBO6e+5EH8AVhs56H7G7SvP6+u+Ij0QEIbVqnKYVCBZU9azGa14Q3kjR+3s/StT0V2xkiXydofL0WoXlNfHed5jU8Sna3aHy0u0HTZrur968sUz6fRyKReNknn8/f9tr9/X04HA5IpcxLZyKRCO3t7djbe/XTBJubm5iamsL09DT++q//+vD/7+3tweVyHf7c0dFx298XEKjH7hL7E9GcdBZpdABgd9lNo7PCrzJtO9s08XLLTTOnrPtpdNbCdKVQqFgP0di04aPR2SYqF0OVI1Oxe5NujO0uEY17wlj0WnKUL+0vX76MQCCAt73tbffKTIEGYCtNs76girvrCbo4x7f5iWo/oFiu/9YgVwJ5mngZKbI/WX2v4du95UprJDo7hGUnKaDaUwKAtRhRDCGKRY2EsFnPQ5QqmlOpVRr217a5QmaTmkaHCip71FKaV/ZVRDpKMV3bU6GUEPmaSkdG1GY869MAoFQR3RvZuD9if6we//O5z30OBoPhZZ9PfepTx7qfqakpuN1u3LhxA//8z/+ML3zhC/jWt751LE0BgZei1Byv5N6hjpZGB6CziTI3oYAsXippdNRyIh2iOY4SKpvUCqJciajNlGp++VpJmf9rabSOHIsI8oDX6kv7W3z5y1/Ge97zHshe0r/T6TSmp6cxNTWFP/zDP0SZQ9kyAYGXouLZekctpVvv8G1+olrLiUXsJeq4IBfT5FsyEV0ZVir4dm9iEXvZJi5Q5YBUqCR09pDFkKPqEOQBDyrCZj0PsTnZ63ZzobnNTKIDENrUYiLRoYLKnlYtjX9aVEYSHauCru2pcCiIfK3R0+joaHSaW4wkOpTYHPwar81t7LU5bwvB5PyRj3wE8Xj8ZZ+Pf/zjt/1zbW1t8Pl8KJWYonnVahV7e3tob29/2XV6vR4GA+Pj1tZWvPvd78bzzz8PAGhvb8fu7k9rFu7s7Lzq9wUE2LB1sJ9xci91AMDm4nbGDRtHjgevEXY7Tbx0WGjmlBYT0Rynp9GhpMVAY5PTTKPjaKbRsTmMJDpU2NrpxpjNdZ9jEU+/tL9FOp3GN77xDfzar/3a4f9zOBzweDy4evUqnn76aTz//PP4zGc+Q/L3BBoHh9JIokMVd1vUNHMlwL/5iWq9IxG3kegYZTRxVye1k+hQwrd7k0vYzybkgs1GNz4oaFEbybSo9l6OHIuEzXoBAQEBAQF+QVGjTqFQQK/Xv+yjUNz+ScHm5mZMTU3ha19jDpH6p3/6J7S2tqKnp+dl1/l8PlQqzMF8yWQSP/jBDzA5OQmAeWX++9//Pg4ODlCtVvGFL3wBv/iLv/gaeklAQEBAQODhhCIPeC2+tL/FP/7jP2J4eBhDQ0OH/0+hUKC5mTn402w241d/9VcPv9AXEBAQEBAQ4A7fatZXKhX85m/+Jrq7u9HT04O/+qu/uu11uVwOb3/729HX14fx8XH8zM/8zF2dgwcIm/W8ZO7qDonO/As0NbgAQpsus5+Afi+Zv7RJonPBT1OT+nJoh0RnIUHX9lTciNH4+mKAxtcXPDR1WOcv8atPA8Dc9fqn0XOFarzOv7BKonMv+OIXv4gvfvGL6Ovrw5/92Z/hK1/5CgDgAx/4AL7//e8DYDbxR0dHMT4+jjNnzuBnfuZn8Cu/8isAgK6uLvzBH/wBzp8/j56eHlitVnzoQx+6b/cj8GAy98wir3QAYO7ZZRKd+ef5FQ9mZ2jmlOtENf0vb9HoXNyn0aHk0h6NTVfWaXRuLNDUzp27tkOiQ8XcT2jqJgPA3I+XaHQIY9Hd8lp8aX+LL3/5yy97qh5g6t4Xi0UATAme73znO4df6AsIcOV6lCYHp4q7l4I0awsAuOjm1/xEtR+QL75AorOdWSDR8eZmSHQo4du9JQsXSXRm5/h1PhnVnhIAXPDT5EpUseh+87WvfQ3Ly8tYW1vDlStX8OlPfxpLS7fPlT74wQ9idXUVc3NzeOKJJ/CBD3zgrv6WsFnPQ/pHWmh0pjpIdABCm8ZoXjWion+c5nW1ySYHic6YyUmi06ftINGhZEhP4+sJM42PJpppXp+j6kOUDAzT+IhqvPaf6DjaL96H1976+/tx8eJFrK2t4dq1axgdHQUAfOlLXzo8PO7DH/4wlpaWMDc3h6WlJXzyk5+ESCQ61HjyySexubmJzc1NfPnLX35ZHVsBAS4MnO7llQ4A9J/qptE50UmiQ8XAIM38PdxNM6eMtdpIdCbsNDqUjDtobBp10egM9RHlAcM0OTIV/Se76LRO3X6T+m45ciy6D3kAly/tAWB1dRWzs7N417ve9bLff+GFFzA5OYnx8XFMTU3BbrfjE5/4xN0bItDQDBOtm6ji7jjR+gsAJmz8Ks9CtZaTS6dIdFqUfSQ6zYpBEh1K+HZvGtkEic7gAE0uScWYiS4vodrnOnIs4lkZnG9+85t48sknIZFIYDab8a53vQtf//rXX3WdUqnEW97ylsM9gjNnzmBnZ+eu/paUwmABWqgOO1MQHnxJZhPRgZVUUNlDdTAs1WFCCjG//AwASiKbVFKasKWW0egoiMYGJQqiQ26oxodCdbQD6o776hr1a28CAvcKBdEBkVQ6AKA86kHRr4AyN6GA7JBRBc2coiI6YFbFwy8JqWyi8pGS6qBanuUBSsr8/z7HovuRB9z60v6VfOlLX3rVdclk8lXX/cIv/AJ+4Rd+4e7/sIDAS1ASHRBJFncJD6xUEa3BqKBa74iIDiuVi2nirlREc5grJXy7NzHRQbUKonyCCtLxSrT3ctRYRJEH3Dpo/qUoFIo7vmVXj729PbhcrsOfOzo6cOnSJdbf+/znP48nnnjirv4WvyIlz3jqqafw1FNPoVwuAwDGJ11QKFSYm9lD34AdKpUcqWQOuzshDI8yT6Du70UgFovQ0socVLIwt4+unmZoNApk0nlsz3swOsXUPfTuR1EuV9DWwRwEtTznRltHE5ytJuSyRawueTB+sgMAcOCJIZ8rwtXNHMqx+q8JODos0Ju1KOSKWL6yhYnH+gEAQU8U6UQWzk7mMLj12T1YW0wwWnUol8pYuLCBiUf7AJEIobII8WgG3f3MN10bKwcwNWnRZNWiUqli7uoORk+44GwzIxJKIRxMorf2FNrWWgA6vRJWO3NYxOzz6xg54YJULkU8nILfG0NfzS+7636o1HI4a4fezl/eQv9YKxQqOZKxDDw7IQxMMH5xL+xDJpPA7mL8snh5C90jLVBpFEgncthd9WFomnkyz7MdBAC0dDJ+Wb66DVe/Axq9Etl8CZuLXoycYq492A+jWCyjrYupI7kyswdDkwYT53qQzxawOrePsTPMk4MBTxTZTAGuXhvMdj1mwz60agywKNUolMu4EnTjETszSL3pBKrV6uHPC5ED2FU6WFUalCplXAq4cdbWBpW6jEAuiXA+jUED80TBSuIAZrkGzUodgCrixSymm9ohFUkQzqfgyyYwYmSeZFhLBKCTKTCmNzI+TKxiQNsFuViGRCkFfy6E3toT9WKIYFdY0Kyo+TCxjl6tCwqxHKlSGp5cAP3aTiQUKuxlg5CIxGhRMtfOxbfRo3VCI1EgXc5hI3WAcQOj686GUEEV7SrG3wuJXXSom6GTqpCtFLCSdGPSwDzR5c1FUKiU0KFm/J2vFNGjccAo0yBXKWIpsYcTRsbfB/koMqU8upoZH85HD9Ci1qNJoUahUsbVkBvnrC6IRIBGqoBZrsKgkdFdjPrRrNKiWalBuVrFpeAezjpbIRGLEEinEcikMWJlrl0OhWBSKuHQauHSG/AC9nHK4YRcIkEok4UnlcB4MzMWVsNhOF1NhwfIzl3cwuBEG+QqGRKRDLx7YQxMtMHZ3oT9jSBkCinsbbVxf2UbvSMtUKrlSCdy2PYlMFx7asO9G4ZYLDocC4uze+jqtUFdixGba36MTtZihDuCcrmKttpYWJ53o7XHCp1eiXyuiJVlL8anGJ8deOPI54twdVrgbDVjZckLZ4sJeqMKhXwJS/NuTE4z7Rj0J5D1xtBRe6pwfdEDq8MAY5OWiRFXdzBxpgvOdjPC/gTi0TS6ak8MbN70wtSkhblZj0qlgvkfRjF6rhcSqQTRQBxhXxw944z928tu6IwaOLssAAYw+5MVjJzpYWJEKAn/fhh9kx3IF3P40U8fVhMQ4A2vzAPGXj8EhVSJ+WeX0XeyC0qtEqlYGntLbgydZ+Zg96oXYrEYzl5mfC0+v4KusXaoDWpkEllszu5g9DHmiSDvxgEqpQpaB5g4v3xhDW0DTjh77Min81i5soHx1w8DAA62A8hnC3ANMfPqypUNOLtt0Fv0KGQLWHpxFZNvYt4ECe6FkIpn4Oxm4tnatU1Y25pgshlRLpYw/9xNTL5xBBCJEA4kEQ8m0D3OxJKN2V2YbHo0OUyolCuYe+4mxh4dgLO7GVF/HCFPFL21N/e2F/ahNWlgbWXi2dylbYycfckY3wujr3bt7ooXKo0Cztp8Pf/8KvpPdEKhliMZTcOz4cfANDN/uIMZSGUS2GsHZS5e2Ub3sJPJA5I57K4dYKj2xo53JwQAcHYwOc/y9R24+uzQ6JRIqWRYX/NjrBZ/vd4YSqUy2mu6y0teGIxqTJ1wIZcrYuWmDxO1+HtwEEcuW0RHpwWZZhmWt/xwWPQw6VUoFsuYXfNiepjRDYRTqFarhz+vbAdgNWnRZFSjXK7gxooHJwZbUWiWIJBII5zKYNDJ+OGmLwizRgWbXotqtYpYJofpjhZIJWKEUhkcxJMYaam140EIOqUCljYtAODFvX2ccDqglEoRyWaxF4tjwsH0O5EIaDcY0FY70OvSvhvjdhtUMhliuRy2IlFMOR2oSKvYikUhEYnhqh2cfcXrwbDVCo1MjlShgJvhEKYdTB/dicdQrQKdRiMA4PqBD70mM0wWJTLFIhYPAjjVxjzRtR+Po1Aqo7uJ6R+5UgmDzRaYVCrkSiXMeHw466q1TSKJVKGA0T6mHRf3/HCYdGjSqVEolXFjy4vTva0QiUTQKGQwaVTob2GuvekOwKLXwKrXoFyp4OqGB1MjbRCLRQhH0whH0+ir5X4bO0HodUo0N+nQYjPgGoDxwRbIZBJE4xkcBBMY7GF8uLUXQhMUaK4d2j57dRuDo61QKGWIxzLw7UcxMNoCZ6sJe9shyOUS2GsHFc5f30XfkAPK2lrBHU9jqJbTe7aCEIlFh3126co2OgcdUOuUyKby2FzyYOQ0MxZ8u2GUS2W0djP237y+g5aOduhMGuQyBaxe38b4o0zsOdgNIZ8twHkrz722DUenFYYmLfK5IpYvbWDydUzsCbgjSPkj6Bxl+vva9S1YW5tgshlQLpYx/5ObmHjDMJzdNoQ8EcSDSXRP1GLEzA5MNgOanEyMmP3RAsYeH4REJkX0IIaQJ4LeE4z92/O70Jq0h7Fo5ukFjDw6AJlChlggDv9OEP2nepAv5fDsM9+FgADfeGUeMKDtg1KrxEpyDZ0aFxRiBTLlLDxZL3q1tXVNzg+RSAyborZuT22gXdUKlUSJXDmHvUQGE8YOAIA7G0G5WoFLzcSDhfgeXGorWlVNyJWLWE64MWVi1rLeXBT5chGdGmaMvyDPod1ogEmlQr5UwnWPD+dqMdWXSCKRz8NlYuLX4kEAdp0WFo0apUoFV/Y9OOtqgwiAXxtEpJDBoIEZp8txPywKDZqVWlSqVVwK7aJFbcA5awdCuTQOckmMGJk4uRoPQC9XwqFi5prn9wOYdjJrq3AmC3cygXFbbQ4Lh6GWyQ7nmotuNyZsdqhkUsRyOWxHY5iszWGxzShkEjFaagd3ztz0oL+zGWqlDKlMAZv7IYz3M/PSvi8GAGirHfY9t+pFd5sFWrUckqKMZD9AIXsMhdIMpOJWiMVWVJFHoXgZCtljAIByxYMqqoc/F0pzkIgdkIibUUURheJFKGTn0aUeQrIUQaoUh0NZsym/DbXEAL3UjCqAbDkFl2oYEpEEqVIMiVIYTiVjkz+/C6VYg5baz57cddgUI5CKFMhV4kgUvS956lwEvdQJndRR6z8zaFYMQipSIldJIF7cg00xghPGHmY/AGK0qJj8aL62H6Cu7Qdspg4wVtsP8NT2A9pq+wGLtf2ALrUKhUoO3twmOtRM7hot+lGqFmGVM7lrsVKAXdEBtUSPYqWA/dwqutRM7horBlGoZA/vLVhYgVZqg0psQhlFHOTm4VROQQQRZGI1lGIDmuTM21+hwhrUkiaoJU2oogJvbgY6+VkAYhQrARTLAahlIwCAbOkmpCITZBI7FJJ2JPEitPJpiCBHqRJGoeyBWjZWu3YVLS0m2GoH0s/M7mJo0AmFQoZ4IgOvN4bBASdanEbs7YUhk0vgsNf64fw++vtsUCrlSKVyCEiTOOGs7aNFoxCLROio5VJXPV4MWCzQKZi8azkQxKlWJpfajcVRrlTQZWbyixteH/r1dhjkKmTLRSzEPDjVVGubTAzZchHtahNgAeZjHrSpTTDJ1ciXS7gR3cdZC9PvfNk4AnkRBoxM7JkP++HQ6GBVMjHiUsCN8/Z2dGiNONCnEM5nMWxi2nwpEoBFpYFNxey/XPce4FRbC6RiMULpDA5SKYzYmDG2GgxBr1QexqILu/s42XorRmTgiScx5rChkMngtSou/LnPfQ5//ud//rL/9/u///v45Cc/+aprz549i/X19dvqzMwcrfzSn/7pn2JjYwM/+tGP7ur3RNVqVXj2kIVEIgGDwYDHT38CUunxvsWTZIqs1yhVMuSy9a8TeYLsOmo5cplC3WuqTgurDmebCiUanVSWk02scPjWXqmSI5et76Pl32ti1VFLZciU6t+XSpdn1VFJZMiW6+sMNPtZdRRiOfKV+vcFAKGslvUaKpRiOXIsNvnCBlYdtUSGDIuPykH2ccqlzQb+KsCqw6UPVbQ039oDQFXGXr2MyziTxNnHGRcdhKPsOiyxqFQp4EfhryAej0OvZ5KhSCSCx//bX0Oq1LDq31E3l8Zz//M/w2w2H1lDQAD4aR7wOjwBqei1f3pGqVEgl2aZM15Seuk4OiI5tyfKuGiJ1exPlXHJTdBk5GQTG0UHu45SKUMuVz/OJdvZn7xRKWTI5uvrpFrZ47dKJkW2WD+fypvZU3e1TIoMiw4AVOQ0ywBpmr0/crk3lZ+DjlyKLEvOqd/nkJMqZMixtJl6P82uw2XO9cdYdbhSiSfq/rtSrUAuw55zVrMc8gAO475a28Q8jk6pWsSz1e8KeYAAb7mVB/yHp98LmeZ4T2JvxtnXliqxHFmWdVPkejO7Doe4i172OMdljQoA5X32PIDLGqz5KqsMJ0xXD1iv4bKW+6sff41VRwQ1qsjUvearsdOsOjKRAsVq/bjrkMVYdaQiJUrVHOt133BPs17Dhcdtt9/gfCn38t4mlOx15MUiNSrV+m32iSc/yKrDJZfc+1m6t97kPfXzAK7jNRNn36PgMl7lXva1EVssquRy2PqjT7wmecC//smvQaN5ucZRn6x/61vfive85z34xV/8RQDAb//2b0Mul+OP//iPb3v9//yf/xPf+MY38PTTT8NY+3KGK0LNeh4ySFQneuAkXV1YMptqT8/zhYFJGnumLER11E1ENcK1/KoJDAAjehpfTzbR+HrKTlMvcWCSfzXrB4nOmKAarwNHrJ/Lt9PfBQTuFYNnaWp6UukAwOBpotrV03T1tCkYIjrjY6SHZk6ZaKepDTrp4Ff9VACYdBLVPe2g0Rnpp9EZHOXXeUyDp+jG2OAZmnMvjhqLhDxAoFEZMRCdq0YUdyfNhDWwHfyqWU+1HyCXnSTRaVP1k+jYFMMkOpTw7d40MprDv4cG6c50oIBqTwkApixEMeSIsYgiD7ibg+bZeOc734m/+7u/Q7lcRiQSwTe/+c1XnV1zi7/4i7/A17/+dfzbv/3bXW/UA8JmvYCAgIAAX+HZgTICAgICAgIC9xAhDxAQEBAQEGhceJYHvOc978HAwAB6e3sxPT2Nj370oxgdZUo5ff/738cHPvABAIDb7cZ//a//FbFYDK9//esxMTGB06fZ36x5KULNeh6yvx0i0XGvs5dL4QqZTVvs5XvuJftb7GVOuLARD5PobKVo/OzJ0rU9FbsZGl9vJiMkOhtR9vItXHBv8qtPA8D+Dk1/pBqv7nX2V1AFBAR+yv5ND690AGB/1Uuiw7d4sLdHEy93vTRzylaQZo7bjNDYQ8kmh7JpXNjy0/ho102js79Dk7tRsb9GN8b2V2jGPWUsEhBoBHYyNDk4VdzdTNLMlQCwSbQGo4JqP6BUZi8Dw4VggSZexoq7JDqU8O3ecqVNEp29fbrxQQHVnhIAbCSI8lKiWHS/kUgkeOqpp277b29729vwtre9DQDQ2tqK41acFzbreYhUJuGVDqUWpU0UyIjskYn5pSMl0qGEyiaZiOaFIJmYRodvfRrg33iVyo+oc9xvw4Un6gQeUKRymvSMSgcApBzOgbmXOlRIpURxTko0N0mo8gn+vTwrk/DLR1RtRtWHqCDN/486f79K54jjXsgDBBoUmYhoLqCKu4RrS77NT1T7AQDNmUYSEU2eJL4HZyzdLXy7NxGRjoxneQDteL3PsaiB8wB+RUoBAICj1USiY+/gdngsF8hsauPXAU/2NvYDfrjg0hlJdNrUNH62KejanooWJY2v27VGEh2Xgf0wWy7Y2/nVpwHA0WIk0aEar3aX9Ui/J9SqFWhUHN02XukAgKOL/SA7LlDmJhQ4nUYSnZZmmjmlzUyj026k0aGEyqY2C41Oi91IokOVI1Ph6DzanHtbra77G4uEPECgUWlR0eTgVHG3XWMk0QGAdqI1GBVU+wFSSQeJjllGE3f1Un7VUQf4d28KCc15BQ6HkUSHCqo9JQBwae9vXtrIeQC/Hm8SEBAQEBC4RQN/ky4gICAgINDwCHmAgICAgIBA49LAeYDwZD0PWbhOU4Nr8eIGiQ5AaNPVbRIdKhav0NhzObBPonM1TOPnpSRd21MxG6fx9ZUgja8ve2lq5i1e2SHRoWRhZo9Eh2q8Ll6kqeEoINAoLDy3zCsdAFh4foVEZ/ECv+LB/BzNnDKzQjOnXN2m0bni5l+N8Cv7NDZd26TRmV1yk+gs3OBXXeCFF9fotH5yk0aHMBYJCDQCM7EdEh2quHslRLO2AIArHn7NT1T7AfniRRKdncwSiY4vN0eiQwnf7i1VuEKiM79Ak0tSQbWnBACXAzS5ElUsaiSEJ+vvAmksC6mkciyNqoK9LlbPgAMri/U7s4hDXayeSRdWWRYQZQW3LtA17MTKUv1Dprh889M92oKVBZaBqlJwsokVDodYdJ3owOr1nbrXDP1OjlWnf8qF1Rv1g/Tqf+tg1Rmy2THrr38w2EyS3T+TTQ7MhH2s14kkNF81VjPs/WjSasdMsP69iXPsvWjQZsdsoL7O4GfZJ4P+iXaszta/rqqQs+p0j7RglWizhwuiMnsM6h1kjyEVnZJVp2ukhVVHHGC3p3vShdVrdRLh6u01RABExziYRXTk3xQQuL/0THVh5TLLpjaHsdEz2cmqUy2WONnUPdWBlcv1vwiuZrPsOqPdWLlS/0AvUZRm9Mor7D7qn2jD6mz9GG7M6Vh1BoadWLlZP09SRtjj7lC/Hcur9ee4gp49BxzusWJpg/2g0QpRSVtJgd3XXGySJ9j741C/HcssBxUrwuy52wCH3FYSSbHq9HHoQ1zGBmeKxbr/3DPZzjrGAKDKYXx0T7CPe5JYdAcNIQ8Q4Bs3PC2QqNljeT2MWvZ40K9zYjFRf5OsrGIfG6M2K+vastPCvmYe1LbjZop9w363wj7qRk1OzEbrx95QQc2qwwVllL303mC/AzdX66+bP/z6X2bV4ZJPfPbH/w+rjkI6hXzpRt1ruqUqVp2qZAKi8izrde/W0zzk5y2x90cu92bnUCJdLJ1ChUXn3W97klVngMNaN3KOfe9l1GXDwq6/7jUlY/25+25QsAyzYaMD8zH2/RCnk/3w2GF9G5YS9ft1eN/OqjNia8act46Pyre/qUbOA4TNeh6i0rBvEHLTIdr0BqBSE9lEpEOFSnu8ZOtQh8jXGjnNqlkj45efATqbNDIaH1G1Gd/6NEA4XlX3ORY18GtvAo2NisOXafdSByCcL4l0qFCp+TUXUMVdtZJ/B8tR2UQ2N1G1GWG+TQHlGCMb90eNRUIeINCgqCT8WltS2QMAaim/1k5qFZGPiPIJkUhDogMqHULEYhqbqHxElQeoOTzgdy/REI4xtYRoD0d+RJ0GzgOEzXoekk7maXQSdE/xpFNENhHdGxXpOI2PqHydzBdIdBIFfvkZoLOJykfpJFHbJ9mf3rvXpFM0NpHpHHF8HPdQmAf5QBmBxiYdz/BKh1KL0iYKqGI4WZ6UptFJZWjmSkqobEoR+YiszRL8ygMepnEv5AECjUqqRBNXyNZNZbp9hSTRvVFBNqcQ5ROVaoJEB1Q6hFQqNDZVie6Naq2byvJr7yVZpBtjdLHoaD5q5DxAqFnPQ3Y2AiQ6uyvsZVC4srMZJNKhuTcqdlfqv4LHXYfG16vhEI1OnKa9KFmNEt1bhEZnl6XMAGed9fqvvN0PdjaoxiuNzi5LaQgBAYGXs7NAUxuWSgcAdhZpyn3tENUJp2J3jWYuoIqXW7s0c9zmPo0OJVQ2bRP5iGyOI+pDVFCOMbJxTxiLBAQagc00zfqCam25naGLc2txfs1PVHMK1VxQLNGcEYQy3fklVBSI7q1CpEO1Zt7whUl0qFhP0u0FUcWitSC/fPQgIGzW85DhyTYSnaFTXSQ6ADA83kqjM0Fzb1QMne6m0SHy9Umnk0Rn2krTXpRM21pIdE46aHw0dLKTRmfKRaJDCdU4Gx4nikVHHWdVgo+AwAPI8CMDvNIBgOHz/TQ65/pIdKgYOtFBokOVJ40O0cyV4/00cyUlVDZR+YiqzYZOdpDoUEE5xsjG/VFjkZAHCDQo4waa9QXV2nJER7NuAoATTfxap1LNKVT5hEJ2ikQH0pM0OoQo5TT3JiHyEdWaeaKLXznXlJluz40qFp1oPaKPGjgPeKA26z/5yU9CJBK97DMwUD/5+8d//EcMDAxAqVRidHQUP/zhD++RtQICAgICx+HWa2/H+Qg8XAh5gICAgEDjIOQBAq9EyAMEBAQEGodGzgMeqM16ABgeHobP5zv8vPDCC3e89sKFC3j3u9+NX/u1X8PMzAze/va34+1vfzsWFxfvocV3j2eX/VRmTjpbdK+/ePaJbCK6Nyq8RGV5qHy9HYvR6CSiJDqUbMdpbKLykWebps28u/x7pcuzRzRe92nu7cjjrIG/SRe4Mw2RB6zRlFaj0gEAzzrN691UOlR4dmhef6fKk9wemrly3xcj0aFk7yBGokPlI7LcdptfJR0oxxjZuD9qLBLyAIHb0Ah5wH6WqHwN0brJnaPbV9hJ8Ws/wO0lmlOI8olSeYtEB5VtGh1CiiWae6sQ+YhqzbwXjJHoULGTphtjexma/YCdSOxov9jAecADt1kvlUpht9sPPxaL5Y7Xfv7zn8eb3/xm/Pf//t8xODiIP/qjP8LU1BT+6q/+6h5aLCAgICAgIECFkAcICAgICAg0LkIeICAgICDwsPPAbdavr6/D6XSiq6sLv/RLv4S9vTsfWHTx4kW86U1vetn/+7mf+zlcvHix7t/I5/NIJBIv+9xLWlxmGp0uK4kOALS0EdlEdG9UOLubSXSofN1pNNLo6E0kOpR0GmhsovJRSydNmzldTSQ6lLS0E43XNpp7O+o4a+TX3gTuTEPkAX0OXukAQEuvnVc6VLR03HmT5650iPKk1haaubLNYSTRoaTdbiTRofIRWW7bSdOHqKAcY2Tj/oixSMgDBG5HI+QBbSqauEK1bmpV0u0rdGj5tR/Q6iSaU4jyCamE6NxBMd05A1TIpDT3JibyEdWaud1qJNGhokNDN8ba1TT7AR1m45F+r5HzgAdqs/706dP46le/in/5l3/B3/zN32B7exuPPvooksnkba8/ODiAzWZ72f+z2Ww4OKj/SuenPvUpGAyGw09bG78ORRUQEBBoCBr4tTeB2yPkAQICAgINhJAHCLwCIQ8QEBAQaCAaOA94oDbr/92/+3d45zvfibGxMfzcz/0cfvjDHyIWi+Fb3/oW6d/5+Mc/jng8fvjZ398n1WdjaYbm7y1fIap3BmBpzk2jM3tvfcnG8uVNGh0iX1/zekl0rgZp2ouSq34Pic41H42Plq/R1PFbvrFLokMJ1ThbmiOKRUccZ438TbrA7WmYPOCFFV7pAMDSi6s0OhfWSHSoWL6+Q6JDlSctLNPMlXOrNHMlJVQ2UfmIqs2Wr+2Q6FBBOcbIxv0RY5GQBwi8kkbJA+biNOsLqrXlYpJm3QQA18P8WqdSzSlU+US+eIVEB6VrNDqE5Ao091Ym8hHVmnl2i185140IXbyiikXX3UfzUSPnAQ/UZv0rMRqN6Ovrw8bGxm3/3W63w+/3v+z/+f1+2O31X+lUKBTQ6/Uv+9xLOnpoSrO4Buhef+/opnn1rYOo7AwVrgEnkQ6Nr/ubaF6f6zfQvapIRb+J6N7MNDqufppXu129NvaL7jEdPVTjlUbHNUgzzgQEXslDmweMtvNKBwA6RmieKuwYbiXRocLVRzMXUMXLLhfNHNfdxq/SLACdTZ1EPiKb44j6EBWUY4xs3BPGIgGBl/Kw5gHdGpr1BdXaslNNF+f6DPyan6jmFKq5QCYdINGBpI9GhxA50b2JiXSo1sw9Dn6Vxe3V0e0FUcWiPiu/fPQg8EBv1qdSKWxubsLhuP1G6dmzZ/GjH/3oZf/v3/7t33D27Nl7Yd6R0egUNDp6FYkOAGi0RDYR3RsVGgONj6h8rVPISXT0cn75GaCzicpHGh1R2+uUJDqUaLQ0NpHpHHV8VKvH/wg81Dy0eYBBzSsdSi1KmyigiuFkeZKGRkerppkrKaGySUvkI7I20/MrD3ioxr2QBwiw8LDmAVopTVwhWzdJ6PYVdET3RgXZnEKUT4hFRF8MUekQIhbT2CQiujeqta5Wxa+9F52MbozRxaIj+qiB84AHarP+v/23/4bnnnsOOzs7uHDhAn7+538eEokE7373uwEA733ve/Hxj3/88Prf+q3fwr/8y7/gM5/5DFZWVvDJT34S165dw4c//OH7dQucyKYLRDp5Eh0AyGaIbCLSoSKbytHoEPk6XSjS6BT55WeAzqZ0kcZHVG3Gtz4NEI7X7P2NRY382pvA7WmYPCBJNDcR6QCE8yWRDhXZDL/mAqq4m8nRzJWUUNlENjdRtRlhvk0B5RgjG/dHjEVCHiDwShomDyjza21JZQ8AZEr8WjtlskQ+IsonqtU0iQ6odAipVGhsovIRVR6QyfOrT6cJx1imTLSHUziaTiPnAdL7bcDd4Ha78e53vxvhcBhWqxWPPPIILl26BKuVec1jb28PYvFPv384d+4c/uEf/gG/+7u/i9/5nd9Bb28vvvvd72JkZOR+3QInNlZ8JDqbC3T14DZW6x/Cw1nnJs29UbE5T1PPi8rXS8EAic5i1M9+0T1mMUxzb1Q+2lyiqU+4ucSvGnUAXQwhi0Vze0f7xSqOdyjMAzw5C9yehskDbtCcg0Klw2jR1KvdmNkh0aFic5EmhlPlSWubNHPc6jaNDiVUNlH5iKrN+JYHUI4xsnF/1Fgk5AECr6BR8oCVJE1coVo3radp1k0AsBijib1UrG/SrJup8ol8aYFEB+UlGh1CqO6tQqRDtda96Q6S6FCxHKfbc1ulikUHR/RRA+cBD9ST9d/4xjfg9XqRz+fhdrvxjW98A93d3Yf//uyzz+KrX/3qy37nne98J1ZXV5HP57G4uIi3vOUt99jqu2f0hItEZ+RMN/tFHBmdpKk1SXVvVIyc66XRIfL1qZYWEp3TzTQ1Rik5baepoXrKSeOjkVNdNDrTHSQ6lIxO0Yyz0UmiWEQ0zgQEGiYPeHyIVzoAMPrYII3Oo0S1WIkYOdVJokOVJ42P0MyVk4M0cyUlVDZR+Yiqzaj6EBWUY4xs3BPGIoHGplHygEkjTVyhWluO6WnWTQBwysKvMyyo5hSquUApO0OiA+kpGh1CVHKae5MQ+YhqzXyim18513QT3Z7bpLGDROdUO7989CDwQD1ZLyAgICDQQFQAUeV4vy8gICAgICDwgCLkAQICAgICAo1LA+cBwmY9D/G5oyQ6B7thEh0A8HliNDpE90bFwQ7NK0tUvt6Lx0l0dpMxEh1KdhMxEh0qHx3s0bTZwX6ERIcSqnHm8xDFop3Q0X/5AX51TUDgqPiIXsmm0gEA3xaRTVv8Ks9ysE8zF1DlSV4fzRzn8dPoUEJlE5WPqNrsYI9feQDlGCMb98eJRUIeINCAeLI0cYVq3eTN0e0r7Kf5tR/gPSBaWxLlE6XyLokOKkcsQ/oaUiS6twqRDtVa1x3mV85FOcbIYlHsGD5q0DxA2Ky/G8JxQHy8E9VFZgPrNeVkDiKWw7OqJvYTsItqFet10lCSVQcAqlIR67VVJbtvytkiRMVyfR0Vzan1Yp2W9ZqSXAkRy3XVdJZVp5gtoFqqf1/9f8le76vJnoaaIGFosheg46BTjXNrf1asZtZLLLYitP5E3WsqOvbTxi3NgDLA0hcTKVadYlTKel213c6uIxGz9llJpP593w1VGXvYriilEMczda8RFUvsOhJAEmTpR3oO40yhgKjOdaJKHrhNTnHcQ2Ee5ANlBBqbUoF9fJLpVLk9clLKF1mvrXA4yK6QzrFeJ0b9+MWZcv15GQCKyiqqkVjdayQcDg6rVEqQsMy76hj7HCdLFqFmmStVHPIkVbgMA8tcCQBViYT1Gi6IKuz9SBmtQM9ik4jDIbTSTBkqFh+JMuwHmlZQYW2zaoa9LxYjElQTLHlJlu7Q12qp/rguZvOs1zBC7G3GZdxz4agxTcgDBPhGZVcLKNljeT0i7eyViOV5BSI5Tf1rXOzrHShFkJvqX7exa2OVSam1OMjIWK+TKtnHeqFSRbUqqn9RB/v6mwu+s2rWayo6Mfyd9edVg5V9TSgxaRFuVdS95n3/47+y6lhNWgSj9dtMFWb3s8WiRSjE3kdUROeuJKfZywlZzVoEI/Vtivayr3Vteg38ifqHzJpb2H2UalIgi/rjLD7EnkuqNEXEbfWvk4Xptl7TVRab1QqkM/WvAYBMmX0dX9VocZCub3u1md3XaXUBefmdr6tkb/9vjZwHPFA16xuF1i4rjU6nhUQHANq6mkl0KG2ioK2byNe97EkOF6jsodKhhKpft3XQ9KHWXvakiwttPOvTANDaTTNe23imIyDQKLQR1fam0qHUahtwkuhQ0drrINFp66HJA1qp8oBO/uUBVPMlWT7RQ5Tb9tHkE1RQjjE+xiIBgUagS9dEo6Olibs9evYHs7jSraPToqDbQmOPy2ki0ekg0nG18svPAJ1NXRweFOQClT09Bn75usdIZw/VvVHa1CgIT9YLCAgICPCTapX5HOf3BQQEBAQEBB5MhDxAQEBAQECgcWngPEDYrOchK7M09cVW5vZJdABgZYZ/NlFAdl/Xtml0qOwh0qFkZZam7W8uuEl0Vq5ukejcnKexhxK6fkRTD/CoOo382ptAY3Pz4hqvdCi1bl5aJ9GhYuXqJo3OjR0anRmiuXKeX/kWQDdfkuXJN4jmOKJ8ggrKMXa/Y5GQBwg0KjMRD4nObJQm7t4I+Uh0AGAmTFN2hYoZN829LW4c8EpnaYWuzahYXKWxaXafqM2IfHQjwC9fU9pDpXVUnUbOA4QyODykheg14RaiciEA0NLFP5soaCF6TbyFqMwHmT08fP2dql+3ttO8FtpCVbLARWMPJWQx5CHujwICfKa1n6aMBZUOALT2EdnUR1N2hoqWHpoSJi1EpVnI5koXv/ItgG6+JJvjqNqMKJ+ggnKMkY17wlgkINAIdBGViunUEpXT0dGUZgGATp6Vwelsorm3druRVzptLXRtRkU7VakgC1GbEfmoy8AvX1PaQ6XFNx89CAib9TxEZ2A/CIWbjopEh9Hin00U6Iw09uhM7Ad4cNKhsodIhxKqtifToWoznvVpANAZicbr/dapEnwEBB5AdGb2A5/upQ4A6Jr4ZxMFdPM3z/IAPs5NZHkAz+Y4oj5ExUM17u9DHrC+vo5z586hr68P09PTWFpaetU1zz77LFQqFSYmJg4/2exPD8T88pe/jN7eXnR3d+PJJ59Esch+cLKAwEsxyGjiJZWOUXG8Q3VfpiWn06LAqKKxR6/lmY6OX34G6GwiazMqewjHBwWk45VI68g6DbwfIGzW85B8tkCkQ5cY8tEmCqjsyWf45R+++RmgsynHszajsocSuvF6f3VuvfZ2nI+AwINIPp3nlQ6lVj5DZxMF+SzRffEsT8rlaOyhhGz+5tscR5RPUJHj47g/os79yAM+9KEP4YMf/CDW1tbwsY99DO9///tve11/fz9mZ2cPPyoVsym6vb2N3/u938Pzzz+PjY0N+P1+/O3f/u2R7l+gccmWaeJltkwTn7KlEokOtRYF2QLRvJunuS++6VCSyxP1a6IvQLM5Gp1MiV/7AVlCe6ju7ag2NfJ+gLBZz0NWiWp6rhLV9gaAVaJa85Q2UbBKVPd0lahWLZk9RDqUrBLVz11doqnhuHqd5pyB1UUaeyghG6/3uz/eOlDmOJ+7hMsTdc888wxOnTqFoaEhDA8P47d/+7dRqVQAADs7O5BIJC972m5zk6YmtkDjsHKZpuY0lQ6l1srlDRIdKlaJzpxZJTrjgy7f4uHcRDRfkuXJROe7UOUTVKxeoRtj9z0W3eM8IBAI4Nq1a/jlX/5lAMA73vEO7O/vY2ODu0+//e1v421vexvsdjtEIhF+/dd/HV//+tfvyg4BgbkITV33+SiNzkyYrgb2LNG9UTHn9ZPoLG0S1Zon0rlJVB+ekuU1mnub36dps5tE9swGaXSomCG0h+rejmzTfdgP4AvCZj0PGTvdRaNzqpNEBwDGznTT6BDaRMHYWaL7eqSPRofKHiIdSqj69fjJDhKdsUf7SXTGpztIdCghG69ne3ilcy/g8kSdyWTCN77xDSwvL+P69eu4cOEC/v7v//7w33U63cuetuvu5t94FOA3428Y4ZUOpdb464dJdKgYe3SARudcL43OGaK5cppf+RZAN1+S5cnniOY4onyCCsoxxsdYdLfk83kkEomXffL52z/pv7+/D4fDAalUCgAQiURob2/H3t6rv9jZ3NzE1NQUpqen8dd//deH/39vbw8ul+vw546Ojtv+voBAPc5YXewXceC0pYNE55ytjUQHAM42t5NpUXCmo5VE58QQv3Qmx+jajIqpURqbTnfR+GiKyEfnHPzyNaU9VFp889GDgPR+G8BnnnrqKTz11FMol8sAgNHzvVDIlFi4sI7eiXYo1Qqk41nsrvowdIpZOHg2AxCJRXDWDlRcuryJzqEWqHVKZFM5bHqSGKltNvr2wiiXK2itXXtzZg+tXRZ0DzqQzxawuuDGWE3X74kiny2ivYc5yHR1yQNHqxl6kxqFfAnLM3uYqC3wgr440qkcugeZA6bWl7yw2g0wNmlQLlWwcG0HE6e7ABEQ2Y8gHkmha5A5+Glz2QuTRQtzsx6VSgXzl7YweqoT3UNORENJhA8S6BlpAQBsr/qgM6hhsRsAADM39jBywgWpTIJ4JA2/J4a+Ueba3Y0AVGr5oU3zV7bRP9oKhUqGZDwLz04IA+PMAN7fj0Aqk8DRyhxCsXB9Fz2DDqjUcqSTeexsBjA8wVzr2Y0AAFpczEE1S7P76OhuhkanQC6QwOaSByO1LwgO9iIoFsto62b8vTKzB0ftsLN8tojV2b3DTe6AO4pspgBXnw3VXAFrM7uwtZlhsOhQKpSweGkTE48xi7OQNwqNXnX488bcPpocBpia9SiXyli4sIGx872QaJSI+BOIhlLoHmb8vbXshaFJiyab/vBLv9HTXZBIxYiFUgj6YugdZSajndUDaHRKWJ1GAMDsixsYOtEBuVKKRCQD314Y/TW/6IxqOFxNsNV8OH9pC/3jbYy/Y1m4twIYnHKhms7Cve6HRCqGo9YPFy9uoHu0FSqtEplkDttLbgyfYRa03q0AqpXq4WFqy5c34RpwQNNuQy5bwPqiB6O1DYIDdxTFfOnQ33KFFF0DDqbP5oq4ObuP8VqfDXhjyKbzaK/1gbVlL5rtBhjNGhQLZSzO7mFiugMikQhWmx4GoxpdfYwNGys+mC06mC1aVMoVzF3fxdijfRCLxYj644j44+geY5LC7UU3dGYtLE4jukfbMPvcCkbO9kAqlyIeSiKwH0HvJJMc7970QtVuRrOD6d+zV7YxONYGhVKKeDQDnzuKgdEWdA/YsbcVgkwhhaOFaZv5a7voHXZCpZIhlcxh/8YOhk4w496zHYRIJIKzdtjy0tVtdA46oNYqkU3nsLnkxUht3Pt2Q0yM6GLG/c0bO2jpc0BnVDMxYt59uGnhd0eQzxXR3mND95ATq3P7cLSboTdpUMgXsXx9FxO1jYmgN4ZMNIWO/lqMWNiH1WGE0aJj+uzlLYyf60H3sBNhfxzxcBpdQ7UYseSByar7aYy4uFnrsxJEg0mE/XH0jDB9dnvFB51BddjfZ19cx/B0J2RyKWLhFALuCPrG25EvZvH0bdax9/r091tP1P3rv/4rAOaJug9/+MPY2NhAT89PN3UmJycP/1upVGJiYgI7OztHN1SAt7wyDxh7/RAUUiXmn11G38kuKLVKpGJp7C25MXSemQPcq16IxWI4e5mDSxefX0HXWDvUBjUyiSw2Z3cw+tggAMC7cYBKqYLWAWaMLF9YQ9uAEz2THcin81i5snG48XawHUA+W4CrtohbubwOZ7cNeosehWwBSy+uYvJNowCA4F4IqXgGPZMdAIC1a5uwtllgshlQLpYx/9wyJt84AohECHujiAUT6J5grt2c2YbRZkCT08zE1B8vYezxQfRMdiB6EEPIE0HvCSbubM/vQmvSwtrGzKUzP1rCyKMDzBgPJODfDaJ/mplXd5fcUGoVhzbN/XgJA6d7oFArkIyk4F7zYfAMs+Ht2QpAKpPCUYt9C8+voGeyAyqtEul4BjtLbgyfY74k96wzT+q01Py9dGENHcOt0BjUyBbK2Jzbw0jt2oOdIErFElp7mdi3cnUTztoho/lsHqvXtg837wP7YWTTebgGnBAplVib3UNzmwnGJh2KhRKWrmxhovZFfcgXg0avPPx5Y2EfTXYDTNZaHnBpE2PneiBSKxAJJJk8YIixYeumDwazBk02/WFdzdFTnS/JA+LoreVSO6t+Jg+ozR8zl7cwNNEGhUKGeCwD334EA7WcQWdQwdFmgr12mNvctW30j7RAqZQjGc9ifyeEofE2VMVi7O+GIZGI4GxlcqmFmT1099mg1iiQSeexte7HyAQzj3r3I6hUqoeHxS7N7cPVZYVOK0c2W8T6khdjJ5l51OeJoZgvob2LsVeukKKrzwaDSY18roSb8/uYqOVoAV8cmXQeHbVD5NcX3Gh2GmFo0jJ51/VdJs8ViWC1G2AwqdE5wPhwc9kLs1UHk1XHzEuXtzF2thtiiRiRQALRQBLdt3LXZS90Jg0sDgO6hp2YfWEdw6dq81IohYAnir5aLrK7egClRIvmNsYvcz9ZxeB0J+QqORLhFLzbQQyc7ET3aBv2V32QKWWw1w72XXhxDb0TLig1CqbPzm5juNa/3esHEIlFaOlm8pjFC2voHGmDRq9CJpnD5vweRs8zfcm7FUC5VEZb7dDY5csbaB12QmfWIpfOY/XqJsZfN3TYv/OZPLonGP+vXNmAo8sGg0XHxIgLa8y4BxDYCyEVTaFzlGlXJkY0wWQzolwsYf65m5h84wh6JjsQ9kTqx4hnFjH2+BAkMskdY8StcT/z9AITIxQyxAJx+HeC6D/Vg3wph2d//D28Eoo84HOf+xz+/M///GX///d///fxyU9+8si6U1NTcLvdMBgMcLvdeMtb3gKLxYL/+B//49GNFeAlr8wDTre2QK5W47Lbg1FbM9QyGRL5PNbDEZxw1uJ6NAqxSIQOoxEAcNXjxYDFAp1CjlShgJviPUw3MXFmLx1FqVpBV+0g2JmIB106M4aMNmTLRcxHvThtYca0OxNDrlxCj662hkjto01tgkmuRr5cxI2oG2ctTEz1ZeNIFvMYNNTiTMwLh0qPJoUWpWoZV8N7OGvpACDCHvII57MYNtX2LyIBWFQa2FQalKtVXPTvY8DI/M1gNoODbBKjZkb3ZjQEg0IBp1oHALgU28K0pRVysQThfAbudBzjZsYva4kQ1BI5hozM714M7GHC7IRKKkWskMN2MoLJptp6IxmBTCRGu5bx4ZXgPoZNdmikMiSKeazFQzhpqcX1VBQA0Kll5rtrIQ/6DBboZQrkUmIs+YI45WKu3YvGUSyX0W1h4vqM24d2E7PWyxaKmPP6DzfvPbEEMsUieq1NUCsqWN7yw2HRw6RXoVgsY3bNi+lhph0D4RS0asXhzyvbAVhNWjQZ1SiXK7ix4sGJwVZIIEIolkYknkGfi/H32m4QJr0aVpPmsLz25EALpBIxIvEM/JEUBjuZfGhzPwytWo72NubMleuzexgZckIhlyKeyMLri2Own8mH9DolnA4jHDY9c6/z+xjsd0CpkCKRzGHPHcHIoBNykxbuzQCzH1CbwxavbKJ7qIXZD0jlsL3sxXBtferdCTL7AbUcbfnaNlx9NojH2pHNFbGy6cfkMONDrz+OQrGEjlamf8vlUvR0WGHUq5DLl7C05sWJ2jx0EEwgky1goDY3Lnj8cBp1aNKoUSiXcX3HizPdrRBBBLtBC5NGhQE7Y++yNwCrTgOrToNytYIrWx5MjrZBIhYhFEkjHE2jv5uxd2M7CL1OiWaLDr2dVlyb28PYUAvkMgmisQwOggkM1nLKrd0QpHoFWrSMD1/07mHK5oBKIkMkn8VuPIbJZgeGm6xYj4WhkEjRrmP60yWfG6PWZmikcsQLOWynY5hqYcbCdoSJES4T07+vub0YsFqgVciRLhSwHAhiuvWnfbZUraDLzPTvGY8P/U1NMCqUyJaKmA0e4GxtI3w/GUe2VMKwmelbM0EfXDojzEoVcqUSrgW8eMRZy+dSSSRzBQyYGB/Oh/xwaLSwqjQoVsu47PPgvLMNw01WHGRSCGczGG5ifLgYDsCqUsOm1qJcreCCfx9n7K2QisUIZtM4SKcwaqnFiEgQBoUSw02MTS9493DK1gK5RIJQNgN3KoEJqx3FTAb/iFdzr/cD+ISoWn2A3wu4RyQSCRgMBrzR8muQiuXHEzMbWC9xtpvh3YvUv0jC/lIEFx0Rx5qmTlcTvLvhutdUley+4WJTVSbhZBMb4nia3R4u95XO1v13AHB2WuHdDta9RqRhP+CHiz1c4KpTjSeP/bcAAFYz6yXO9iZ49+rbVOFwyIuzzQTvfrTuNeIt9tcrnV1WeLfqt1m13c7BHjO8+/X7tDiWYtXhSlXG/h0rl/YXFdnrGDo7muDdIeiPLDqlSh5P7/014vE49HomGYpEInjrf/pLyORHPwCwWMjgO1/5IDSalx/+p1AooFAoXnX99evX8Z/+03/C6urq4f87deoU/uzP/gxveMMbbvs3Dg4OMDExgR/84Ac4efIkdnZ20Nvbi4mJCZTLZbz97W/HJz7xCUgkNHFN4P5wKw94HZ6AVCR7zf+es8cO78bxXzvlpCMSEWpxyE16bPBu1H99WSyn8bFI+epx/ip7uprh3QrU13lFDLmtTocF3p1Q3Wuqag5zHJe8RMUh3+IwNwFAlSg2iWqlwOrBxSYRh/qxnPLbTI5dh0ubZTLsOhxywGqW3R6uVAv1c3cuYwwAqrXNx/paHMY9h6Ukm06pWsSz+N59zwMCgQB6enoQiUQglUpRrVbhcDjwwgsvvOxL+1fyqU99Cl6vF3/5l3+JT3/609jc3MQXvvAFAMAPf/hD/Omf/ileeOGFI9+HwP3nVh7Q8Yd/ArHyeAcuitrZ44pLY8Juuv56RypjH8PtGhP2WHSyCfb76dAZsZOMsV4nVbKvL7jcGxXSVfb44TIZsBuN173GsME+x7XaDHD76+uI2GU46ajC7H5ucRrh8cZYr1Mt0ZQlSk6zP+3eYjfCcxCre020l32t295kwF64vo/MNzn4yGGEx1ffnv1/x54nd+iN2EnU15HG6YqaFM31xz7X8Soq09xbVcyeB7DpVLI5uP/L//2a5AH/5x9+E2Yz+34VFyqVCn7rt34LP/zhDyESifCRj3wEH/7wh2977c/+7M/i4OAAYrEYOp0O/+t//a+XPfTHhlAGh4dkiQ68yhIeeEWlRWkTBWT3RXQA18PqZ4CuX+cyRIecELVZjui+KKHr1/dXh+JAmc997nMwGAwv+3zqU58iua9EIoF//+//PX77t38bJ0+eBAA4HA54PB5cvXoVTz/9NJ5//nl85jOfIfl7Ao1DLk2zsUelAwC5FJFNKX4dMEs3f/MrD+Dj3ERlE12ezK+2p4JyjJGN+yPGIoo8QKFQQK/Xv+xzu416AGhubsbU1BS+9rWvAQD+6Z/+Ca2tra/aqPf5fIdn1SSTSfzgBz84XIC/4x3vwPe//30cHBygWq3iC1/4An7xF3/xSPcv0LhkyA6GJTpAk+hAT4Du3qigujeqw0qzVIewEh3qTkmO6kBXqkOBqewhHB8UUB54S3VvR9Xh2wGzX/va17C8vIy1tTVcuXIFn/70p297xh0AfOtb38L8/DxmZ2fx0Y9+9I4H1t8JYbOeh7hqJUaOr9NMogMArl7+2USBq4/ovmqvYh9bh8oeIh1KqNreVSurc2ydWtmJY+sQ2UMJ2XjtY3+z4F7qHIWPfOQjiMfjL/t8/OMfv+21bW1t8Pl8KJWYJzGq1Sr29vbQ3v7q2prJZBJvfvOb8cQTT+CjH/3o4f9XKBRobmb6utlsxq/+6q/i+eeffw3uTOBhxjVMU9eRSgcAXCNUNtHUGaWCbC7oI8oDeqnmSn7lWwDh/E2VJ1PNcUR9iArKMUY37h+cWrVf/OIX8cUvfhF9fX34sz/7M3zlK18BAHzgAx/A97//fQDMJv7o6CjGx8dx5swZ/MzP/Ax+5Vd+BQDQ1dWFP/iDP8D58+fR09MDq9WKD33oQ/ftfgQeTHp1NPGyh0inz9hEogMAfXoLmRYFvVaae+tqJdJpodHpdNG1GRWd7TQ29TYT+YjInj4Tv3xNaQ+VFt98dFS++c1v4sknn4REIoHZbMa73vWuOx4ib6yVQgOAeDwOEce3mW8h1KwXEBAQEOAnlSrzOcbv33qijgsvfaLu/e9//x2fqEulUnjzm9+MN7/5zfjd3/3dl/1bIBCAyWSCTCZDPp/Hd77znbt63U1AQEBAQECgBkEecLf09/fj4sWLr/r/X/rSlw7/+8Mf/vAdX3sHgCeffBJPPvnkXf9tAQEBAQEBgZdAkAfcOmj+pdypHB4btztE/tKlS3e8/r3vfS9+/OMfA2DK4t0NwpP1PGRtwU2k4yHRAYC1+X0aHUKbKFibI7qvmV0aHSp7iHQooerXq0R19dZu7JDorC7S2EMJ2Xidu82pr/dSp0rwuUu4PFH3+c9/HleuXMF3vvMdTExMYGJiAn/yJ38CAHjhhRcwOTmJ8fFxTE1NwW634xOf+MTR7l+gYVm9ssErHUqt1aubJDpUrN3YptGZJYqX80Rz5SK/8i2Abr4ky5Op2owon6CCcozd91h0H/IAAQE+MB+liZcLMZq5YDZ8/HN0bjEX8ZFpUTDvYT/jgwvLW/zSublG12ZU3FynsWnBTeRrIh/NBvnla0p7qLSOrEOQB9xNWdyzZ8/CYrHc9rO/f/d7LH//93+P/f19/PEf/zE+9rGP3dXvCpv1PMTmNNLotNDoAEBzi4lEh9ImCppbaQ6asLXR6FDZQ6VDiY2qDznYD2nmpEP02pvNSWMPJVS+vt/98X7UqLv1RN3a2hquXbuG0dFRAMwTdW9729sAAJ/4xCdQLBYxOzt7+Lm1If8Lv/ALWFxcxNzcHJaWlvCXf/mXR/rWXqCxsXXQvLZOpUOpZXPxq3QY1VzQ3EaVJxHpEOWSlFDNl1T3RpcD8uvVbpuLrsTE/Y5FfKtVKyBwr2hR08TLFpWRRKdVw+0tVW5a/Fo7tRh1JDoOC42PqHTsNro2o8LeTGOT00TUZkT2tOr45etWLeF4Jbq3o9pEkQfcTVncixcvIhQK3fbT1taG9vZ27O7+9EHdnZ2d25bMfSXve9/78OMf/xjhcJjzvQub9TzE0KSl0TFrSHQAwMhDmygwNtHYY7DQTBhU9lDpUELV9kYiHbI241mfBuhiCNW4p9IREGgUjM00C1kqHUotI9HCiAoD0aLY2EQzpxio8gAezk1k8zfV3GQhym2tNG1PBT/HPb825wQE+E6TgiZemol0LEo1iQ4ANCnotCho0tDYY9Kr+KVj4JefATqbyNrMSKNDOT4osKjo7KG6N0qb7pa7OWiejXe+8534u7/7O5TLZUQiEXzzm9/Eu971rlddF4vF4PX+9A2p7373u2hqaoLZzP1BEaFmPQ8pFUo0OsUyiQ4AFIv8s4mCYoHGHqo2o7KHSocSqrZ/WNuMErp7u8861SrzOSrH+V0BgftIMV/klQ6lFlVcoYJv8bJElQcQ5W2U8G/+JmqzPL98zctxf1QdIQ8QaFCKFaK5oEITnwpE9lBrUVAoUc27RDpU9hDpUELlo0KZSIfKHr71aSL/AHT3dmSbeJYHvOc978HVq1fR29sLkUiEj370o4dv4n//+9/H97//fXzpS19CPB7HO9/5TmSzWYjFYlitVvzgBz+4q0NmRdWqkMWwkUgkYDAY8Mbe/wKp5HjlDEpETxVJt4hqvREOZJhonpoRUU0slQqNzl2e2nwnqhqab8lFqQyJDgBUtTTfcJZ1NGU+REQTpniXprZaNZUm0REb6Z4oq1hoSiSIiMZ+VX7873xL5TyeWfhzxOPxw8NgI5EI3vYfPg+Z7Oh9tFjM4Pvf/q27+gZbQOB23MoDXocnIBXJ7rc5/IVovoSI5sVPkURCoyOjebZFJCfqO1LCZ22IfHSsw79epkM0NxWINqyLNDrVEt2GfpUqd+fRErBULeJZfE/IAwR4y608oOurvwOxWnksrfEWmjryNy71kuiIi0RzN4CSM0+iU83SzHOSNFE+QeSjspZmf0KzRzR3A8iZaeaCsr1AolMt0/havyAn0ZGlaPyT7CSRAQBIBxLsF3GgWKAZZwZd9tga5Uwec+/8jJAHvAShDA4PmTrZQaIz8Vg/iQ6jNUCjc66bRIeKifM0Sc7E+R4anTNdNDpE90XJJFG/njxFM9NR9enJNwyT6FAySdWPztKM18nTR2wz4WA5gQZl8k2jvNKh1KK0iYLJN9LE8MnXD5HoTDw+SKNDNMdRQpWXTjxONH+/jsbXfMsDHqpxL+QBAg3KqI4mzp1vayPROddOowMAj9hcZFoUUPnoPJGPHmlhr3/NhbPddG1GBVXbP2Kn8dGZXhofnR7gl6/PWui+GThn7SDROWU+4v5EA+cBwma9gICAgICAgICAgICAgICAgICAgICAwH1GqFnPQwIBmtdaQp4oiQ4AhLw0WiFfnESHipAvRqRDc1+hAyIdovuiJEjUr4N+ovFB1KeDbu4net8rgmT9iEYneHC0NhNVqxAd4zX94/yugMD9JLhPE1eodCi1KG2iILgfodFx0+iEPEQ6RHMcJWS5JFF+G6TS4Vke8DCNeyEPEGhUwkWa+ORLpUh0DpI0OgDgzSTJtCjwEd0blY43ReMfX5xffgYAb4ZmHU/Vhw5iRDpRuvFBwUGWxs+UWv6csB9wtwib9TwklcyR6CTjdLXNkzGa2t3J+PHrWVFCZQ+Vr5MJqrbnl58Bun6dShC1GVWfjtLoUELWj6h8fVR7KrXPUSE6tkJA4F6TIkr6qXQotShtoiBFFMPJ5pQYUT5BZA8ldPfGLx/xLQ94qMa9kAcINCipEk1ciedo1gTxPI0OAMQLdFoUUN0b33ydyNKcH0BJvEBjE5UOlY8SGZ716SLdXlC8SNQfj2pTA+cBQhkcHtLV3Uyi0znUQqLDaLXS6AzYSXSo6Bxw8Eunz0ajQ2QPJZ1U/bqXyEdEfbprlKZmHiVdVP2on2a8dvUdre1vfZN+nI+AwINI5xhNTU8qHUotSpso6ByjqTPaNUKj0zlMlG8RzXGUUOWlncM0Ol1EvuZbHvAwjXshDxBoVFwqmvg0YLGQ6PQT6QDAoNFKpkUBlY8GrDQ6g000/um307UZFVRtP2ikubc+B5FOC7983a+n2QtgtGj2cHp1R7OpkfMAYbNeQEBAQEBAQEBAQEBAQEBAQEBAQEBA4D4jlMHhIWurByQ6G3N7JDqUWhuLXhIdKjYW3UQ6HhqdZRr/UN0XJetE/Xr9po9Eh6pPr9/YJtGhZJ2qHy3R9Osjt9lxT3B/cL9IF2hw1q9v8UqHUovSJgrWb+zQ6MzQ6GzM7RLp0OWAVGzM7RPpEM3fszS+5lse8FCNeyEPEGhQtjI0cW4xEKDR8dPoAMBChGZNSAXffLQQ9JPoLHnp2oyKhShN2y9EaHy07Kbx0fIev3y9FKfZLwGAxRhNm91MHHF/ooHzAOHJeh5isWpJdJocRhIdRstAo2PTk+hQ0WTj1301NRPpEN0XJRarjkanmUaHrE87TSQ6lJD1Iyqdo7Z9tXr8j4DAA4ilxcwrHUotSpsosBDFcKq5gCp3o5rjKCGbd+1GGh2etT0VD9W4F/IAgQbFLKeJlzYtzb6CXUejAwA2Nc1ajgqbhubeqHxNZU+zXkOiQ4lNRdP2dqI+1Gyg8VGzkW58UGBT0o0xu4qoPyqOuK/QwHmA8GR9HZ566ik89dRTKJfLAIDRU51QyFVYuLqN3uEWKNVypBNZ7G4GMDTJ1GL07IQgEongdDUBAJau76Cz3w61VolsOo9VfwJj40xdU48nikq5grb22rWLHrS1mzF1sgNqtQIry15MTDG6B74Y8vkSXB1MPaz1QAQOlwX6Ji0KuSKWr2xh4rF+AEDQHUU6kcXJNwzB1KzH+uwerC1GGK16lItlLFzcwMSjfYBIhLAngngoeVhrdXNhHyarDma7EZVKBfMvrGH0XC/6avcX9sXRM87U5txedkNn1BwudGcXfBg52QGpXIJ4OA2/J4q+Mabe3u56ACq1HCcf64PJqsX8pS30j7dBoZIhGcvCsx3CwCRjg3vND5lMAns7k9gvXtlG97ATKo0C6UQOu2sHGDrZwfhwOwQAaOlk/LJ8bQeuPjs0eiWyyRw2lzwYOdXF+HAvjGKxjLZa7fSVmV0MneyAyapDPlvA6uwexs72AAACngiy6QJcfXZABKzN7aO51QxjkwbFQhlLV7cxcZ65NuSLo7XLClNtQ3Jj0YMmmx4mqw7lUgULl7cwdrYbIrUSkWAS0VAK3YNMTfmtlQMYzGpmU7QKQATojWpIpGLEwikEDxLoHXYCAHbW/dBolWg2MrVaZ19cx9DJDsgVMiSiafh2w+ifYNpGZ1SjkC/C1sr4cP7SZs3fciRjGbi3Ahic6kBVpYB7OwSJVAxHW83f13fRPWCHSqNAJpXH9toBhmv90LsXQbVSRUsH02eXZ/bg6m6GyqZDLlvE2ooPY5OMDQfeGAqFEtprfVaukEIiEUFvUCOfL+LmogcTJ5h2DPjjyKQL6KyNm7VlL5rtBhjNjL8XZ/cwMd0BkUgEq02PaDh9WJd9Y8UHs0UHs0WLSrmCueu7GHukD2KxGFF/HBF/HN1jtT675IbOrIHFYUL3SCt2V3wYOdMDqVyKeCiJgDuC3gnmXndXvFDZtWhuZ+yf/fEyBk/3QKGWIx5Kwrflx8CpHnSPu5CKZSBTSOHoZPrW/E9W0HuiAyqNEqlYGvveFIamO5k+uxmESCyCs9Znly5voXPICbVOiWwqj80lN0ZOdwMAfDshlMsVtNb67M1rO2gZdEBnUCGXLWB10YPxmu6BJ4p8rgRXtxXdA3YEfDE4Ws0wmBh/L8/sY/IMMxYCvjgy8TQ6+pia9OuLHljtBhgtWpRLZSxc3cHEmS50DzlRqVQRj6TRVeuzmze9MDVpYW7WM/6e3cfoCRekUjEioRTCwSR6b/XvtQB0eiWmH+mB2aLFzOVtjEy2QyaXIBZJw++No3/EiXwhi2cW8CpEVeZzVI7zuwICwKvzgLHXD0EhVWL+2WX0neyCUsuM8b0lN4bOM3Owe9ULsVgMZy8zvhafX0HXWDvUBjUyiSw2Z3cw+tggAMC7cYBKqYLWASbOL19YQ9uAE5NvHIFap8LKlQ2Mv34YAHCwHUA+W4CrVot85fI6nN026C16FLIFLL24isk3jQIAgnshpOIZTP+7CZjsRqxd24S1zQKTzYBysYz555Yx+caRwzwgFkyge6IDALA5sw2jzYgmp4kZ4z9ewtjjQ+g/xcSlkCeC3hNMLNme34XWpIW1jYndMz9axMijA5ApZIgF4vDvBNF/ipkrdxf3odQqD22ae2YRA6d7odAokAyn4F7zYvBsHwBgf8UHqVwCRxcT5xd+chM9U51QaZVIxzPYWdzHcM3fnnXmiZ+Wmr+XXlxFx0gbNAY1cpkCNmZ2MPrYAADAtxVAqVBCW83fNy9tYPh8H0x2A3LpPFavbGL89UMAAP9OCLl0Hq7hFogkEqxe24LNZYHRqkexUMLii2uYrF0bdEfQ1ueAufZF+frMDpqcJphtBpRKZSw8v4rxxwYgVsgROYghGkygu1bnfGthHwaLFk0OE24lAnqzFhKpBLFgAkFPBL21ttlZdkNjUMPaztR8nf3JCoZOdUGulCMRScG3E0T/FDMn6EwaFHJF2Gpz2PyLa+ifckGhUiAZS8O97sfgdBcgEcO94YdEIoajk9FdvLSB7uFWqHRKZBJZbC97MXyGaX/vVhDVahUttXlp+coWXP12aHQq5DJ5rM/uYfRcL9Nnd8Mo5otoq801cqUMEqkYerMWhWwBN6/tYPxRps0D7giyqRxctbNS1md20dxqhsGqQylfwuKlDSbPFYlgdZoQCybQOcKMhc25PZjtBphsBlTKTO46/lg/xGIxIv44Igc/zV23FvehN2thcZrQPdaG3WUPRs71QiaXIhZMIrAfRt/ULX97oFZJSfKAnYU9DJ9j7tW95oNYLIKzpxYjXqjFCL0amWQWm7O7GH2U6bPeTT/KpTLa+msx4uIaWnvs0DVpkU/nXx0jMoXDMcYaI2JpdNb64Z1iRM9UJyrlCqcYIZFJED2I3TZG3LJp5umF28aIfCmHZ3/8PbwSIQ8QuN+8Mg84ZXFBrlHhSmgPI0YH1FIZEsUcNpIhTJmZmLSdikAMEVxaZo18LbyPAX0ztDIF0qUCpKIDDGprcTIfRKVahlPJxIO19BacShtGdf1QiZXYSO9iWFeLk4UQCpUiWpVMnr0qE6PdYIBZpUKuVMJ1nw/n25j1tDeZRDJfwOtcLljVaiwEAnBotbCo1ShVKrjs8eBcWxtEAAKxNCLZLAatzBywHAjColGjWaNBpVrFpX03zre3waJWI5TJ4CCZwoiNiXWroRAMCuXhZv5PShs4ZW2FXCxBKJeBOx3HRBNj71o8BLVUhtc7OtGs1OCCfw8TTYwPY4UcthIRTFmYWLceiEMmFsOlNwIALh+4MdLUDI1MjkQhj9VoCNM2Zk28HY8CADoNjL+v+j3oN1mglyuQTZSwFAzgVAtz7V48jmK5gm4zc+2M7wAnnQ5YNWpkiyXM+g9wtpVpR3cigUyxiL6mJohKIswd+NGq16FJrUahXMZVjxfn2xl/+5IpdJmNsGrUAJin7G1aLayamr/dHpxpa4VIDfjTKQSzGYxYGB8uhQNoUqph12hRrVYhEolgUiohE0sQzKbhS6UwZmXyoZVICDq5HN3djF8ubu5j0uWAUipFNJPFfiSOsVamLxlUSuSLZbSamE3SK9tujLbaoJLJEMvmsB2MYrLdgYKuiq1IFBKxGC4jk8dc8XgwZLVCK5cjWShgJRjCdEttTyIWQ6VaRZeJ8eF1rw+9TWZobRKkSwUsRPw408z4ZS8dQ75cRq+eyRMVEimkIhHMCjWy5SJuhLw4b6vto2USSBXz6NMx/XAufIAWjR4WpRqFShlXAh6ct7dDBMCh1iGYTWPIVMtbIgE0qzRoVmlQrlZx0b+PU90tEIvFCCbSCCXSGGyt9VlvCEaNEjaDFgNOCzYOIpjqdEIulSCSysAbTWKkjfH3+kEYRrUMDjOzz3NldR9jnQ4o5VJEU1m4g3GMdtrR32ZFIpODXCpBq4Xx4bU1D4ZczVArZEhk8piXRjDVwoyF7UgUYpEILhPTjtfcXgxYLdAq5EgXClgOBDHdWuuzsThKlQq6bvVZjw+9ejsMchWy5SIWYh6cauqo+TCGbLmIR609sCi0mI950KY2wSRXI18u4UZ0H2ctTJ7oy8YREZUOa9IvxnxwqPRoUmhQqpZxJbSPc1YXhox2lKtVRPIZDBoYvyzH/bAoNGhWalFBBTdzq5gydUAqEiOcTyGQT2BQXxvLST/0MhXOWXrRpNDiSmQLk0YXZGIJooU0vNkYhg0tKCiymMOraeQ8QFStPsBfNdwjEokEDAYD3tj7XyCVKI6lVTKzf3s3NtGG+dn6rwpLt9hfbRk924OFixv1L6olHqxa53qxcGG9/kUm9icARk91YuFK/deFRSVuNrFSYT/6efR0FxYus7yaKxKR6FQ1Knadkx1YuLZT35xUhsQeAKhq1azXcKGsYx8XY5PtmJ+p/0qnqMje9mNTLszfqP/quniX/XUtLn26mkqz6zw6gIXnV+rbY6R7wrFiYX+Cb/SkCwvX6vtIxGHsj053YOHqTt1rqnL273xHT7iwcP3O9pTKeTyz8OeIx+PQ65mEMhKJ4Of/P38BmezofbRYzOCff/BRmM38epJX4MHjVh7wOjwBqUj2mv+9sceHMP/cMm90OGtxmC/HHh/E/HM3WXRoXvwUSSTs9jw2gPmf1I/hIhmHOPdoPxaeX62vI2fvO6Pn+7Dw4lr9i6Qc7OGStwEABx9xosK+nBg914OFCyx5aYXD3MRl/i4U2XUe6cPCCyy+LnLQ4ZAHVEslVh2uVFnmb05jDOD0tNm9ikWlahHP4ntCHiDAW27lAV1f/R2I1cpjaY23sJeZHNL2YjlVP87duNTLqnO6pQWXPfX/nrjIPnefam3BFTe73SVnnt0maxsuB+vvdVSzNM+UStLs+QQXH4k4+Oh0awsus/iorGXfnzjtaMFlX30dzR773D3d2YKr2+xtljPTbAeW7QXWa043t+JyoH653mqZ3ddnbK245K+vo1+Qs+qc7GrBta36PpKl2P1zorcF19fr6yQ7WWU4Ix1I1P33abMLVyPspf6KBfZxdsrShiuh+uPVoMuy6kyZOnAjunPHfy9n8ph752eEPOAlCJv1HLjXm/Vc4LJZzwmOm/Wc4LBZz4V7uVnPCQ6bD1zgslnPBS6b9Vy5l5v1XOCyWc8FLpv1XOCyWc+Fe71ZzwUum/Vc4LJZz8YdN+vf+pnjT87/578+kJOzAL+415v1DyxE8+W93KznpMNhs56TDofNek5w2KznzD3crOemQzQ3cdis5wSHzXou3MvNeu5C/FkC3nGzXsgDBHjCvd6s5wKXzXoucNms5wqXzXou3MvNei5w2aznApfNei5w2aznyr3crOcCl816LnDZrOcCl816LtzLzXqucNms5wKXzXo27rhZ38B5gFCznoeMT7WT6Iydp5nAAWDskT4andNdJDpUjJ3t5pfOKZooTmUPJeO1UjrH1jlBo0PVp8cfHyTRoWR8uoNEh6o/HtUeUeX4HwGBB5FbZS34okOpRWkTBeOvo4nh47VSO8dl7NF+Gh2iOY4SqryUbP5+jMbXfMsDHqZxL+QBAo3KrdI3x+VWSZfjcqaNRgcAzjbT7HVQcbaFXz4666TROdXVQqJDydlaeZxj69hodE510/joZB/d+KDgdBPNfgkAnLHSjNeTpqPtKzRyHiDUrOchEjHNdyhiCd13MWIym+i+uaeA7L7ENPdFp8O/7+HI7o2oX9P1aR76mspHZL4+Ytsf91AYHj01KCBwN/BtDFNq8S1m8u2+6PISfvkZeIh9/ZD2aUqtI+sIeYBAgyImeqZSTPTGG5UOAEgItSigWqNS3ZeE6O1CKh1K6O6NX3smEqI+RIWYsO3veyxq4DyAfyO4Dp/61KcwPT0NnU6H5uZmvP3tb8fqav36oF/96lchEole9lEqj/fq2mtNOJQi0YkcxEl0GK0YjU4gSaJDRSRA8wpRxE+kE6TxD9V9UULVr8NUPiLq02FflESHkjDROKPqR+EgTdsLCDRMHuCliStUOpRaYW+ERIeKsDdGo+Oj0SHLt4h0KKHKS6l0wg9pHkA5xvgYiwQam0bJA6LFGImOP01T0jNApAMA/iy/1gVUPvITlU/1p2n8E0jStRkVVG3vz9LcWzBBpBPnl68DObo9t0COps2CeX7tAz4IPFCb9c899xx+4zd+A5cuXcK//du/oVgs4md/9meRZgmwer0ePp/v8LO7y37Ywv0kGqEZ7FGiTU1KrSjRhi0VfLsvMh3CtqciRtWveTY+okRf1FASDRP1o/utUyX4CDxUNEoeEPPHeKVDqRXz0z1IQEGUyJ5ogEgnSDOn8DEPIJt3ib5IJtPhWR5AOcbueywS8gCBV9AweUCRJl6GMjRnnYXSdGemBXP82tgk8xGRTjBLoxMmPOeOCqq2DxFt1oeSRL5O8MvX4TzdGAsRaUUKwn7A3fJAbdb/y7/8C97//vdjeHgY4+Pj+OpXv4q9vT1cv3697u+JRCLY7fbDj81mu0cWH42ePhr7ukfpamd1j9LUBesecpDoUNE9TFOnrHvYSaMzSOMfqvuipJuoX/f020l0qPp0zwRdTTgqeqj60SBNv+4ZOFqbiVCFqHqMz4M8OwvclkbJA7onac6LoNKh1KK0iYKeSZoY3jNOo9M9SlMblGqOo4QqL+0eI5q/x2h8zbc84GEa90IeIPBKGiUP6FTTxLlhq5VEZ6iZRgcARkz88j2Vj4aJfDRiaSbRGXTQtRkVVG0/bCbyUQuNjwba+OXrQQPNfgkADBlo2qxfd7T9iUbOAx6ozfpXEo8zT46wneybSqXgcrnQ1taGJ554AktLS3Wvz+fzSCQSL/sICAgICNxjbtWoO85H4KFGyAMEBAQEHmKEPECABSEPEBAQEHiIaeA84IHdrK9UKvjIRz6C8+fPY2Rk5I7X9ff343//7/+N733ve/ja176GSqWCc+fOwe123/F3PvWpT8FgMBx+2tru7dNJG+t+Ep2txTvf491r7dPo3PSR6FCxtezll87KAY0OkT2UbBL16801Ih8R9enNOf69RrtJ1Y+IxuvmKk3bCwi8lIc5D9ic3eGVDqUWpU0UbM7SxPDN+T0Sna0FonyLaI6jhCovpfLRJpUOz/IAYdwLNAoPcx6wk6WJT8vBIInOTSIdAFiKBsi0KKDyEZXOUpjGPzd9dG1GxVKM5t6WojT3tuKl0Vl188vXKwmavQAAuBmnWcevJelsahSk99uAo/Ibv/EbWFxcxAsvvFD3urNnz+Ls2bOHP587dw6Dg4P44he/iD/6oz+67e98/OMfx0c/+tHDnxOJBNra2iAqlSCqSI5lt4xDHUmLVoEs23VqFauOscWCZK5S95qyUcuqAwC6Tgti26G611Rl7N/96DqaEEW47jWSKE1drJLFyHqNxtWE8C6LPYtbrDo6ixKxcP3Ds0Rq9oOMDCY1Eiz3X+VQM1DfokfczaF2moa9H3FBnC2yXmOyG5A6qP9USlXOHpIMZi0SiXzda0QaNauOsc2KZL7+N62lfvbEXOdqQpSlD4n36o+du0GUL7BeY9QakPTXv656wJ5U6DUOxN0sE2uRve0NA04kVut8gVS9g62V2ueoHOd3BXjP/cgD7hVGqx6J0PHr1VLpcNbi8PSK0aJDgq0ue7V8F5bVM4c9CBjMasT99efvapndHr2+CTFP/blAVGCP37pWA2J7LHmQhD0X1bXoEUvy65wgnVOLGMHTqZx8xKXNtCbE3dm611Qr7H1ab1QhxnbILIe+yBmWccZpjHHkvsciIQ8QqMP9yAMKWRnEkB3L7mub7KWzevRN2EjUn1OqphKrjlEvRyhRfy6wt7AfSt2htmInw752MKvY15+tShvcufobgEt7NCU9x4bYvyTmYs/6D3pZdRxWNbKR+mvUTCt7HmDR6RBL1o/hZR+HvSCDCuFijvW6ko3dJi5I5ezzrlWrQKJavz8a9ex9qFOjwHa6vo8iifpv2wCA3aREKlr/702e3GDVaVHa4cnVXzPfmO1m1eFKKSOv++8aiRG+DHt7KG+y96NmiwmpUP0cJ1fSsOqorSYcBO+sU87foa82cB7wQD5Z/+EPfxg/+MEP8OMf/xitrXdX/1Imk2FychIbG3cedAqFAnq9/mWfe0mTjebvNdnp7LZYdSQ6TUQ6VFDdl8VhJNFpaibys91IokOJhejeyPqizUCiY7Fy+8LrXkIVQ6j6tcVpOtLvHas+Xe0j8HDy0OcBLewLjHupQ6lFaRMFZPflpNGxENlz1Lj7WkJlE5kOz9qeiodp3At5gMCdeNjzALuKZn1hV9PoWBR0998kp1mDUWGWG0l0bHoaX9uI2r6ZyB5KqPq1VUGzH2DTsG8yc4FvfdpGNO4Bwn59RJ1GzgMeqM36arWKD3/4w/jnf/5nPPPMM+jsvPvDisrlMhYWFuBw8Oug05dSJToEgbJfUtnEt/MdqkROIvM1mQ7PHA06k+h0eNb2lDykvhYQaJQ8gHcBk1KLb/GAZ/dFNzfxzM/g372R+YhvvhbGvcBDTKPkAWT7ASQqDztUvuZZm/Ew7vLNpId164WP+4Bk+4kNhKjKx2z+Dvzn//yf8Q//8A/43ve+h/7+/sP/bzAYoFIxr3C8973vRUtLCz71qU8BAP7wD/8QZ86cQU9PD2KxGD796U/ju9/9Lq5fv46hoSFOfzeRSMBgMOBNnb8JqVhBf2NHgajZuJbB4QKXMjhcoCuDQ/ONK5cyOFwQtRElhIH6r0TeFc1NJDJV2fHKQx3qcCiDwwVJIEaiU2yl8Y+MsAxOVVn/tTfOOhzK4HCCQxkcNkrVAp7JfQvxePzwyaVIJIL/8Ib/H2TSo5dqKpay+PYzH2M9dEzgweF+5wGvwxOQio73+rvAPUQkItKhyW9EYiJ7OJTBaXg4lMHhApcyOByFaHQA/u0KEFCqFvEsvifkAQKs3O88oPVvfh9iFXtp03qIxESbXyWauamFQxkcrnApg8MFqjI44y6as1K4lMHhQmasfuk1rig4lC/hSranfukerkgVNPMulzI4XIis08R9LmVwuEBZBkdkpCldxKUMDhfE7BW5WCnnc1j93O8IecBLeKCerP+bv/kbxONxvO51r4PD4Tj8fPOb3zy8Zm9vDz7fTw9FjEajePLJJzE4OIi3vOUtSCQSuHDhAueJ+X4weurunxC4rc7pLhIdABibYq+tx0lnsp1Eh4qxCZoaxKOP9NHonOyg0TlHk1BQMnqCX32IanxQ9SFKyGIIVb9+dOBov9jAp78L3J5GyQPGHqexjUqHUovSJgrGHh/kl85jRDpHjbuvIVQ2kelQ+Zqo7al4qMa9kAcIvIJGyQNOW2nWF2dsd1ci6E5MGmnWFgAwoqPbtKRgWNdDojPd2UKiQ9X20y4aeyg5baG5tylTB4nOaSeNj4aI+hAVVH0IAKY7aHx05PHRwHnAA3XALJeXAJ599tmX/fzZz34Wn/3sZ18ji14bJFKaJ6YkUrrvYqi0KG2iQErkayodOj/z76k7Kc/6EJWPqO6LEiofkY2Po7550cAHygjcnobJA4jeVqLSodSitIkCiYzojS6qPOAh9TPAv3sj0+FZzvVQjXshDxB4BY2SB8jERLk80ZthEiIdRotnMZPIHinP2kwq4d8alXc+IrOHX32a6r4otY6s08B5AP9GsABi4fonZHPWCdHoAEA0QlOahkqHCrL7CtQ/jZwrsTCNPbEgjT2URInujarNYqEkiU40QvOqHiVUY5+qX0f9cRIdAYFGgWrMUI49PtpEQdQfI9Lhl3+iAX75GaCziUyHZ21GhTDuBQQefII5mvVOMEdUUqRAt68QK9KswaigsieUovF1KE/T9mEieygJkfVHGh+FMjT28K1Ph4jiB0DXj6jGRyPxQD1Z3ygEfTFe6QBAkCjJDvr5tYkcINqMDHpoav0FD4j87I2S6FBC1fZkOkTjg6oPURL0EfUjqn7tPqLOcU9wf4BfexNobIL7NOdcUOlQalHaREFwn+YcmKCbZzr7dDWIqaCyiUyHZ21GxUM17oU8QKBB8WVoNv98aRqdQJ7uC7dQIUamRUG4QLNuPogTtRlV2yf4tYEMAL4szbrZn6Ppj74UzZdQVH2ICqo+BND1oyOPjwbOA4TN+jo89dRTeOqpp1CuHVI1eqoLCrkKC1e20DvaCqVKjnQii92NAIZqNd0920GIxCI4XRYAwNK1HXQO2KHWKpFN57G57MXINFPzzbcXRrlUQWuXFQBwc2YXrV1WTJztwfL1HazOuzFWq6vtd0eQzxXR3mMDAKzO7sHRboberEEhV8Ly9R1MnGdqZQW9MaSTObzx56ewuezF+oIbVocRRosW5VIFC5e3MH6uByIREMiUEI+m0d1nBwBsrB7AZNagyapDpVLB3LVdjE250DfsxLULGwgFkugdZA582V73Q6tXwWpjDoC4MbOLkYk2yGQSxKIZ+H0x9A85AQC7WyEoVTKcf7wPG2t+zF3fxcCwEwqlDMlEDu69MAZHmDpW3rl9SGUS2NuZQyAWr+yge9gJlUaOdDKH3TU/hmr1z707zALJ2cEcBLp8fReuPhs0OiVSUik21g4wNsHUOPd6oiiVKmh31a5d9OD1bxyC1xNFLlfEyrIXE7V2PDiII5ctoKPTCrFFgdXr27C1W2C06lAslLB4YR2Tr2NqlAY9UXQMOZGOMwfGrM/uoslpgrlZj1KpjIUX1jD+WD/ENgsiwSSioRS6az7cWjmAwaxBU7OOOY5cBJRLFUikYsTCaQQP4ugdZny4s+6HRquEdYDpL7M/WcHQqS7IlXIkIin4doLon2L6ls6kwcbcLmztTD+cf3EN/VMuKFQKJGNpuNf9GJzuAow6uLdDkEjFcLTV/H19F90Ddqg0CmRSeWyvHWC45hfvXgTVShUtt/w9swdXTzM0JjWy2SLWl7wYO8lc6/PEUMyX0N7F2CBXSBE8SMBgUiOfK+Hm/D4marXVA744Muk8XAOMX9Zu+tBsN8BoUqNYLGNxdh8TJzsgEgFWmx6XX9hAV2/zYZ81W7QwN2lRqVQxd30XY2e7IRaLEQkkEA0m0D3M1GvcvumFzqSBxW5A15AT3/m75zA83QmZXIpYOIWAJ4q+MabG2+7aAWStJtjsTP+eub6LoeEWKJRSxGNZeD1RDA470dNrw4/+bRlyuRQOpwEAMDezj74BO1QqGVLJPDyBOIZq5xF4tmoxoqMWI65so3PQAbVOiWwqj80lD0Zq4963E0K5XEFrN3OvN6/voGXQCZ1RhXy2WIsRnbUYEa3FiGZ0Dzrxw29cgaPNDL1ZzcSIG7uYONddixFxpMp5dA4zY25tZgfWFjNML+mzE48PomeiHZf/ZR7xUBLdo4xfNub3YGrWo8luZGLEjxYx+ugApDIJIgcxhL1R9Nb64dbCHnQmDc68dQqbc7uYeWYJI+f7IFPIEAsk4N8NoX+6C/liDs/8K17NcevMPcCTswA/eGUeMPb6ISikSsw/u4y+k11QapVIxdLYW3Jj6Dxz0J171QuxWAxnLzOvLj6/gq6xdqgNamQSWWzO7mC0Vivbu3GASqmC1gEmzi9fWEPbgBOTbxzB0gurWLmygfHXDwMADrYDyGcLcA0x8Wzl8jqc3TboLXoUsgUsvbiKyTeNAgCCeyGk4hn8zHsfw8bMDtaubcLaZoHJZkC5WMb8c8uYfOMIIBIh7IkgFkyge6IDALA5sw2jzYgmpwmVcgVzP17C2OND6D/Vjav/7yxCngh6TzAxant+F1qTFtY2Zk6YeXoBI48O1MZ4HP6dIPpPMbnJ7tI+lBolzv/8NDZmdjD3zCIGTvdCoVEgGUnBverF4FnmnIz9mx5I5VI4upmcZ+G5ZfRMdUGlUyIdz2BnYQ/DjzB1yz1rTF3ilj5m/lh6YQUdo+3QGNTIpnLYuLGN0Vq9bN+mH6VCCW2DTOy7eXENr/vFc/Bu+JFP57FyeR3jbxgBAPh3gsilcnCNtAEQYfXqJmwuK4zNeiYPeH6F8SGYzdqO4Tak48xTQ+s3tmFxmmCyG1EulTH/3E2Mv24IEpkEYW8UUX8cPZM1f8/uwmDVwdJiRrVahUgkQrlYhkQmQdQfR9AdRt8tfy/sQWNQo7mDmRNmnlnC8LleyJVyxENJ+LYDGJhm4rzOrMH6jR3YO5icYe65m+if7oJSzfh7f82HoTPM+Tb7az5IJGI4b/n7hVV0j7dDrVMhk8hia2EPI7X+7d3wo1KtoLW35u+L63ANtkBrVCOXzmPt+jbGHhuo9dkgCvki2mv9W66UIeiOwGDRIZ8t4OalDUy8nmmbwF4ImWQOHbX5eu3aFprbLYy/8yUsvriKidcPQSQSwdpqxuUfzqJrjMnvNmZ2YHYYYbYbmT5b87dYIkbEF0PkIIqeydq8NLcLfZMOllYzusdd+PZf/B+MPNJ/2GcDeyH0nWR8uLO4D5VWieZaLjX7zBIGz/ZCoZIjEUrCu+nHwOke9Ex24Jl/eBFypQz2TqZt5p+7ib6TnVBqbsWI/VfECBGcNR/eXYxYRVu/Ezqzlumzt4kRb/ylR7Axs8MpRnSOttf8ffsY0TPVics/uMEpRkhkEkQPYreNEWffdgIbMzt3jBH5Ug7P/vh7eBVCHiBwn3llHnC2uQ0yjRqX/PsYa7JBLZUjXshhPR7GSSszt2wlIhCLROjQmQAAVwJuDJqs0MkUSBULWI77cdrKxLqdVAzlSgXdemYddj3kQbe+Cedt7bga9GAu4sPZZmac7qfjyJaK6DMwMemG3w+XzgCzQoVcuYRrQS8esdfWvekkEsU83tE1hKVIAPNhPxwaHaxKNUrVCi753Thvb4cIQFUtQbSYRq+2tg5L+mCWa2FR6FCpVnEjtoW32k9gM32ASCGFYD6Bfh0TkzZTB9BJVWhWMmugrdwChnVdkIqkiBdTCBQi6NUwNu1lD6AUy3HGNIatjBsLiXX0aV1QiOVIlTLw5ALo13YAAMKqKmRiCdq1xpoP9zFsskEjkyNZyGM1Hjr093aS2SjtrPn7WtCDfoMFOrkCTo0Um5n9w7r0/nwIpUoZLarankpqG+fNUzjIh5CvFLCW2sGonslFgvkIcpU82lQOWLpbsOD2w2nSoUmjRqFcxvUdL852M+sjXzyJPlsTkjnm4M8lbwDNeg2sWg1KlQqubntwqqsFxeYiArkUgrk0ho2MDcuxAJoUathU2lvbAShVK5CKxAjl0/Blkhg1MTnlajwInUwBV23/6OLWPqbaHFDIpIhmstiPxDHWylxrUCmx7A2gxcSsZa9suzHaYoNKLkM8m8NWKIrJNgcK9iI2ExFIXtJnLwfcGDY1QyuTI1nM42Y0iFPNtT6bjKJSraKr1mevBT3oNTTBrJEhUypiIXpwWDN9Px1HvlxCj57JExViKXzZJMwKFbLlEmbCHpxrru2jZRJIFQuYMjP2Lyc8cCiNMMk1KFbKmInt4pSZmVtsCj2eD62hT8dcu5LwwaLQwaLQolKt4lp0G2dbWiEWiRDIpBFMpzFsra2nQyGYlErYtVoMWaz4u9kbmHY4IZdIEM5m4UkmMNbMtM1aJAyHwgqrgrnXhcQa+rSdUIhlSBTTOMgH0aftQKe6Fc+Hr0EmlsGmYO51KbGObo0LSokc6VIWyxIpTtqZcbMVj0IEoNNQixEHHgyamT6bKhawFArgtKPm70QtRhhrMcLvRbfRBKNCiWypiLmID2dqMcKdjiNbKuHtriEsxfyYDfvg0hphUqiQL5dwLeTBeVttXyeTQEEjQp+NiSeLXj8ceh2atGqmz+54cKarFUOOZjy7uo1oJosBe23f0hdEk1aNZp0GlWoFV9c9mO5sgVQsRjCVRiCRxrCT8ffqQQh6lQJvGOjCTV8QFzf3caKj5u90Bt5oEqOtNhSyGaziNjRwHiCqcin81uDcOv39TZ2/CalY8Zr/vYlzPZi9wHLqNIdmmzjfg9kX6+uUjVpONk2e6sTMle36JsnYqypNTndg5upO3WskUZrXdkoWHes1Uyc7cOMaiz2LW6w6k68bxMyzN+teI2pjP9V+4kwXZi+x/L0A+xNcE48NYPYnK6zXobmJ/RoOVDnUIp083YmZyyx9SM7+/SGnPhSIsepMnO/F7Ivrda8ptrL7Z+qkCzeu7da9RrZH95RbVSlnvWbiXDdmL2zW1zkIsupw6dcoFtl13jCMmWeW7vjvpWoBz+S+9erT3x/5E8iPcfp7oZTFt1/4xAN5+rsAv7iVB7wOT0Aqkr3mf2/yTaOYeXqBNzqUWpQ2sSISsV7CyR4OtVEn3ziCmR8tsshwsIeDDiQc5lyWuHs/oLKJk05tY62uDgdfVyvs+TanNqsSFk1lWQM8iOO+VC3iWXyPF3nA+vo63ve+9yEUCsFgMOCrX/0qhoeHX3bNM888g//xP/4H/v/t3Xd4VFX6B/DvTJKZSe+9FxIgQAqEEEAFQQH9iairqKxl14royqJrWQu6rivq6tqwK9a1YG8rAgIC0iGUAOm990mdkrm/PyakkMncm+RNcid5P8+T54HkzDvvObfMuWfuPae5uRkKhQIXX3wx1q1bB6VSiYKCAkRHR2Pq1Kld5b/88ktER8trUU02MGf6ASGvrYXSUTOkWAql+Hllrn84dlVav74QjOKfTXMDwrCroshqmeBg8aeVZnhG42C99WsLAPByFJ/qIsEtFke1WVbLZBSJXzdLkRBeIlpmmlscjmktDhN2yf5hgmictOhQ7MkttlqmdVqbaJw5fuHYXWV926tPiZ8X06JCsSfPej4A0BajEy0jhb1a/HNXSt083MT3oZleUdhfZ33MpC5b/Lw/JyQUu0ust1HSDJFxOUjbhw6n030GKDz0Vv8+xz8cu0XOHwCgIdqPlEbRMKLHR4euHZkv/F0W/QC54DnrZaggs0JWcQAgP6eKJk6u+ADhSMrLJapXRilJnILsSpo4p2jyoZSfLa99qCCznCROnsz2aQAoyKTZj6j26/wT4h1Fxli3/OPWL6xHOg5lLMqcKNDVi+Y8R5aPDM+7VDmRxZHZtqfCx/3Q3Hbbbbj11luRlZWF+++/HzfeeGOfMp6envj0009x8uRJHDp0CL///js++OCDrr+7uroiPT2964cH6tlAnW6gub443UBzw1BuM821BQAUttJcg1EpbC0jiZNVSdPWmY00254qH0pUdcsh2h8za2mmsaPah6hkEp0/ALr9SI77o9zxYL0MObsN7dv6rjiuNHEAwNmF5okCF6I4VFxciNraffDf9vWKQ5WPG00+lKj2R6p90dmVpo2o9iFKZG1NtV+7Ow3uhWceexvKD2M2yGWwx8wwxaGMRZkTBbJ6edDEGfT5cpjiUJJb3ajiUG17KmPquB/hfkBVVRUOHjyIP/7xjwCAK664AsXFxcjJ6X1nZVJSEqKizNMxaDQaJCYmoqCgYHB1ZMwCVxXN9Y6bA9E1vD3d9Y4TYSwKzkO4a7cnVw1NW7sSbTOqfCi5OtBse6r90VUt/sS6FM528hp7oTp/AIT79WDjjOPxAB6slyHfQA+aOEE0cQDAL8CdJM6Z+e3lwo8oH78QmsdqfAOJ2jlYfo/5+AUQtTXRNqM6Pvz8xadbGmm+QTT7EdV+7Rc6yOmWBACmIfzY7mczG+d8O+fIlkscyliUOVEgq9dgz3Nn8SPKZ9Dn3WFElRNZHJlteypj6rgn6AfodDpotdpePzqd5WkfiouLERgYCHt787SMCoUCYWFhKCrq/8mAiooKfPHFF/i///u/rt+1tLQgJSUFycnJ+Mc//tE13zljUgU70VzvBDnTXKf4a2iuLQDAV+VJFouCD1E+ge40bR1EtO2p8qEU5ESTUwDR/hjkQpOPj1pe+zTVPgTQ7UeDjjOOxwN4sJ4xxpgsKTpXfx/KD2OMMcZsE0U/4IUXXoC7u3uvn6eeeookP61Wi0suuQT33XcfZsyYAQAIDAxEaWkpDhw4gC1btmDnzp147rnnSN6PMcYYG0/G83gALzArwUgvMCsJ0WaTusCsFFIWmJViJBeYlULKArNSSFlgVhIJC8xKNoILzEqKI2GBWSmkLDArhZQFZqUY6QVmJcWRsMCsJBIWmBXT3wKzV6Y9AdUQHivUd7Rh455HyBeWA4B33nkH69atg8lkwvnnn49XX30VDg4Oon9jtmmkF5hlRCQsMCstDk3/RsoCs5JIWGB23CO6k1nKArMSA9HEAWz6ke7+9LfALEU/4KPt98HZ2bnX79VqNdTqvtd0VVVViImJQV1dHezt7SEIAgIDA7Fr1y7ExMT0KtvU1IRFixbhoosuwsMPP9xvDp988gn++9//4vvvvx90PdjoG+kFZqWQssCsFFIWmJVKygKzUozkArNSSFlgVgopC8xKIWWBWalGcoFZKaQsMCuFlAVmpZCywKwUI7nArFRSFpiVQsoCs2L6W2B2NMYD5ILvrJehydPDieJEkMQBgPiEUJo400JI4lCJn0qTz+RZMeKFpMRJCqOJMzOKJA6lyYny2ocmz4ggiRM/NZgkDqXJyUTnEKr9Om2QHdxRmKNOysJy+fn5eOSRR7Bz507k5OSgsrISb775pujfGJMqfk6crOJQxqLMiQJdvWJp4symikMzsECJKie6OERtTbTtqYyp456gH6BWq+Hm5tbrx9JAPQD4+fkhOTkZH330EQDgyy+/REhISJ+B+ubmZixevBiLFy/uM1BfVVUFQ+eNDDqdDl999RWSkpIGV382bs3wobm+mOEbRBJnmjvNtQUATHKJJItFYaILzXVzUjjNFwwzvGm2fTLVjYKEphPVLcGDZsxkRiBNG1HtQ1Sozh8AkBxG00aDPj5kNme9yWTCXXfdhejoaMTExOCVV14Rfc2GDRugUCjwzTffDOi9eLBehlRqmrv2VBqau5QBQKWmiUUVh4qaKB+1hmibUbUz0d3XlKjamm5fpNlmVPWiRHXsU+3XasdB7o8mYcg/A5mrVurCcl988QWWLl2KgIAAKBQK3H777fjkk09E/8aYVKrBHjPDFIcyFmVOFMjqRfS5K7d8KJG1Ebe1VWPquCfoBwzUG2+8gTfeeAOxsbFYt24dNmzYAAC4+eab8d133wEAXnzxRezfvx9fffUVEhMTkZiYiCeffBIAsGvXLiQlJSEhIQHJyckICAjAQw89NLj6s3FLY0fTl6eKo1ISjiso5fWEIlU+Gnui6y+ibaZ2kN81KtX+qCbaH6naWm77NFW9AEBNtF8P+vgYhX6ANR999BFOnjyJrKws7N+/H88++ywyMjL6LV9QUIC33noLs2bNGvB7ye8IZtASTQOjraOJAwCNDTSPI2kbaB79otLYSFOvxtpmkjjaeqJ2rqPJh1IjUd0aifYhquOMKh9K2jp57deNNU2De+FQvw3vnKv2mWee6fXrtWvX4rHHHutT3NrCcj3vqisqKkJ4ePcdRhEREV2Lz1n7G2NSaWu0sopDGYsyJwp09Rrkee4sgz5fDlMcSnKrG1Ucqm1PZUwd9wT9gIGKi4vDnj17+vz+7bff7vr3Qw891O8A/OWXX47LL798wO/LWE91OprrC6o4jQaaawsA0BrpxigoaI001zv1rTRtXa8nikOUDyWq/bFBT7M/1rcTjSsY5LVP1xO1M0C4Xw82zij0A6z57LPPcMstt8DOzg5eXl5Yvnw5PvnkE/zzn//sU9ZkMuHmm2/Gyy+/jHvuuWfA78WD9QMgqBwg2A3tWzOFVvxALs+pAHTW56Ey+XqIxiltaIfJ3dlqGWWztIOmMrMcyhaR+czsxedQrcwsh12L9bopWtsl5STGoUg8TnWdFg7N1uslBPmLxqloBxQi5aTM615W0ShazlQjPmd9yaEWdDSJ118Z4CtaRgqThLvLS6ubRMvZS7jgrWrXw05sXzSKz5lXnlclWs5ewhdeVRmlsBfZpyk/JBTN4p2TitMlUIjs1wpnJ9E4lVXNUIqUEzrE5+GtqG6FwrX/NSQUJj1Ac9j3sXr16j4X1P09/s6YXJTlVsoqDmUsypxESTj3luVUiJcTxD9TynLKAJP1coIgPmd9WXYZBLH51iXMx16WWQJBTzOnKRWqnMjiSGlrSfuQ+LYfSeP+uGdsGKmd9bBzGtrkBLoK8T54YVszYLA+7hAQI74mVrtdKwIcrV8TlNe4i8bRNhjRYhQvV+0gvh5eib0CLUY/q2WEOpq+enqd+Dzh2Q4OaDFYL2efJH5NmGNvgC7A+meTl6v42IvWrhReYnOSl4uvm1Bb3wDndgnXoEk0c9YHezaKF7JrRoTG+vvl5IuPvbTZG9FidLNaRspRWtgonvPxMvGppPLs7dFiFClHtGwRAKDW+vFRqG0FDOLHULuP+HV8tqJetJxSL165bKEB7V79748mKfvqIJ150r6n/tauEWPpxry9e/daLPv8889jzpw5mD59+oDfB+BpcGQpLpFmTriJhHNpxyXQzBMeN41m3nIqVG1NVS+qbTYxVX5z1U6Mp5kzMY5o/QS5bXtKcUlEdaOKkxwxuBeO8Fy1oaGhKC8vh9Fo7Hx7AUVFRQgL6z0vYlhYGAoLC7v+X1BQ0FXG2t8Yk4rqHE75WSDHnCjIrV5yi0NJbnWTWxwqY+q4l9lctYyNlCQ/mnmi491oruETvejmP0/wpLkmpJLkH0ASh6peU9xpttmUSJp6UZrkQnNNlORLU7dEmW17KlT1ooyVGDDIOAT9gBdeeAHu7u69fp566imLb5eWlgYfHx+LP8XFxZLTPnHiBL788kurC9CL4cF6xhhj8jTCF+lSF5a74oor8N1336GiogKCIOD111/H1VdfLfo3xhhjjA0AD9Yzxhhj4xdBP2D16tVobGzs9fPggw9afLs9e/agpqbG4k9oaKjkG/N27tyJgoICTJgwoevu+1tvvRWvvfaa5KrzYL0MFWVXkMQpzK0miQMARTlVsopDhaqtqepVmEezzQpPlpDEoVSYL/6ophRFOTSPUstt21MqyiKqG1WczEHGkenCclFRUXj88ccxZ84cxMTEwNfXF7fddpvo3xiTiuocTvlZIMecKMitXoUZ8opDSW51I4szRvdpyliDjiOzheUYGylZ9eLTnkqR30JznZKtpckHAHKaaK4JqWTV1ZHEoapXXjPNeEBeGU29KBW20VzHZzXQ7I/ZMtv2VKjqBQDZ9TSxsmsHGYegHzCQJ+3FXHnllXjrrbfQ0dGBuro6fPbZZ1i+fHmfcitXrkR5eTkKCgpQUFCAWbNm4c0338TKlSslvxfPWS9Dag3NatJUcShjUeZEgaxejkRx1FT5qEjiUCKrm8z2Rbnt0wDd9qeLI7826o+UheUA4JZbbsEtt9xiMYa1vzEmhdyOYcpYcvt8klu91E7yikNJbnUjizNG92nKWHJrI8bkztGeZphGPcT19s5wtKMbNtIQxqJA1dZU9dIQbTONSl7tDABqJdH+aE8VR17bngpVvShjaQhzGk3XXXcdDhw4gAkTJkChUGDNmjWYOnUqAOC7777Dd99912fcYLD4znoZ8g/1JokTEOxBEgcA/EM8ZRWHClVb+wfT1ItqmwVEWl+0ZzQEBLmTxPEP8aKJQ7XtZbZPA4B/KFUbEcUJG2RbCwIgmIbww3fUMdtEdQ6n/CyQY04U5FYvucWhJLe6yS0OlTF13HM/gI1Toa40101BGprrlBBnmnwAIMTJgywWhVA36wuVSkVVryBHojg+NPWiFKCmubYMdSHaZjLb9lSo6gUAIa40sULdBxlHZv0AOzs7rF+/Hnl5ecjNzcXdd9/d9belS5f2O1C/fft2LFu2bEDvNTa+3mCMMTb2DHW+Wb5IZ4wxxmwX9wMYY4yx8Wsc9wMUgmDD2Y8QrVYLd3d3LIhbA3u7wc1tdIZC2yJaRmmnhKnDZLWMyddDQhwFTB3WN6+ipV00jtScYG9Hk5OENqIipV6Ci5OEOOL1EiRMlyIljunoKQlxJGwvAMopE0XLSGFyoqmbfU2ThDgS6qbTk8QR3JwlxJGwTze1isaRrKNDtIikNpJw6pfURlL2M5E4RpMeW2veQWNjI9w67wSoq6vDlVP/DpWdRjR+f/Qd7dh4/F/w8qK5i4ONX2f6AfNwKewVwz+tk9Rz+EjFoYxFmROFEa2XQiGvfEaY3Oo2kp+VI8kWj3ujYMB2fMv9ACZbZ/oB0R88CDunwe+TAKCrEL+2tFMo0CFy/vGPEZ8n2w5KdMD6MVxVK37Hq5R8AMDeQfw6RUosg4Q2oiIlH3u/NpI47q40cfCV+FPLdkoFOiSs29Fykfj1txTBno2iZZRQwiSyP+bk+4vGkdJGyibx+5Ilbfsg8et4Sft0taNoHKkURuv9SanHq8imkBxLqRfv34rFMbW3o2DtQ9wP6IHvrLdi/fr1WL9+PTo6B8emzoyEWuWI4wfyMSE+GBonFVq0bSjMrcLkpHAAQGl+DRRKBYLCzSfQjEMFiIwNgJOrBm3NOuQdyMGUmdEAgPLCGnQYTQiJNj8aeupQPkKi/RCfEoXsY8XITC/CtLQYAEBlcS107QaETQgwly1uQGCIJ9w9naDTGXEyvRhJqZEAgKqKRrQ06XDuhZNRnF+DrJPl8PV3g6e3M4xGE44fKkTizEgoFEBtYQ0a61oQNSkQAJB7shyePi7w8nOFqUPAsX15mDozEpFxATi6Nw+1lVrETAkCAOSfroCruyN8As2PxaXvL8CU6eGwV9mjsbYZlWUNiJ0aAgAozK6Eo5MKM86ZgKK8Ghzbl4e4aSFQO6rQ1NCK0oIaTEw0r6JccrQQDio7BIT5AABO7MtF9JQQODqr0dLUhsLT5ZicEtXZ3uYFWIIjfQEAJw/kIXxiIJxdHdHWokPuiRJMSTW3d0VRDQz6DoTGmD8ATh8uwNyLE1BT3ghdmx6ZRwoxbfYEcxuW1KGtVYfw2EAIjmpkHS+Bf5AH3L1dYNQbceJQIRLTzHFrKhoRGOoJg8F8tsvJKIW3vxs8fVzRYezA8QMFmJYaCaXGAbXVzaivbUbMRPN2zM2shLunE3z8XCEIgK7dAHsHO9jbK1Ff24LqSi1iJ5u3TX52FZxdNfDxNc+JdWTLccTPiYPKUQVtjRZluZWYmGrOX+2oQuHJkq7Hjo9uy8DEmTFQO6vRVNeM4tNlmDw7FsqIUBTn18DOTomgMPMJ7PihQkRPDICTsxotze3Iz6rElOTO/buoFoJJQEiEedtkHClCeLQfnHyd0d5mQNapckxLNm/HirIG6PVGhHWWFQQBTY3tcPNwhK7diFMnSpA4I6Jzn9WitUWH6Fjztsk6XgK/IA94eLvAYDAi40ABEmZHQwEF3D2dkL4nF5ETO/fZjFJ4+rnBy9cVJpMJx/bmYdrsGCiVStRVaVFfpUX0FPN+mH+yFK5ezvAJ8EDoBD98v2EX4mdGwUFlj4baJlSV1CM2wZx/YWY5NAGe8AvyMLfh3lxMSgiDytEB2voWlBXVYWJCKMKifLB780k4qOwR0DltzNnniKL0QkzurGtpXrX5HHGmDffnI3JSYNc5IjejFFNSozrPEbXoMHb0OEcUICQyEK4eTtC16s3niNlnzhF10LXpERYbgLAJ/tj8+X4EhvvAzcsZ+nYDTh7IR+I5sQCA6tJ6tDS2IaLzuM8+WgzfIA94+Lqiw2jC8T05SJgbi/C4ABz5LRONtc2Iig82t/eJEnj6usHL3w0mk4Cjv2Vi6uwY2Nnbob5Ki9ryRsQkhHa3t4cTkudNQlFWBdJ/y8SUWdHmc0RNEyqL6xCbFA6doR1bvwVjsnN2P2Da/MlQ22twbPtJxM6IgsZFg+aGFhRllGDynDgAQElmGZRKJYI6P69P7DyNqGlhcHJ3Qqu2DbnpBZh67iQAQFlOBUxGE0Immj9XT/6ehdCJQZgyJw5ZB/Nwen8OEubHAwAq8quga9MjfLL5fHZ6XzaCov3h5uMGfZseGbszkbTQ/PlQXVSD5sZWzLsqDYWnSpF1MBe+oT7w9HdHh6EDx3acRNKCKYBCgdrSOjRUaxGdGAEAyD2SDw9/D3gHecLUYcLRbRmYdt5kRE0LQ/q2DNSU1mHCdPM5Kv9YIVw8XeDbOa3YkS3HMeWciXBQO6ChqhGVBdWIm2k+RxVmFEPjrMHMJYkoPFWKo7+ewMTUCV2fSyWZZZiUZj5HFZ8qhb3KHoHR5s+E4ztOIiY5Co6uGrQ0tqLgeBHi55q/bC7NKgcABMeaz2cZu04jYmoYnN2d0NbUjpzDeZh63mQAQHluJYx6I0Inmc9np/Zk4Zw/zEJNaR10LTqc3peNhPOnAAAqC6rR3tKO8Hjz+Sxzfw78I3zh4ecOg86AEztPd7d3cS2Cov1h0BsBANmH8uAT7AXPAI+u9k6YHw+lvR1qy+rQUNmI6CRzny03vQAevm7wDvYCBAG6Vj3sVXawc7BHfWUDqotrETvD3N/IP14EF3cn+Hb2j6z2AzQqFJ7qpx9Q24zizFJMnt25z54ug9JeiaAY8z57/LdTiE6MgJObI1obW5F3rAhTzjG3d1l2OUwmASFxnfvs7kyETQ6Bi6cz2pvbkXUwD9Pmmdu7Iq8S+nYDwjr3WcEkoKmuCW4+btC16nBqTzYSF5jbu6qwGq1NbYiYYv4MzjqQC79wn97t3bnPunu74sivxxGVYN5ncw7nwyvQA16B3ftswvx4KO2UqCuvR115A2KSze2dd7QAbt6u8AnxRtjEYHz7ys+99tmqwhrEppjbu+BEEZxcNPALN/cx07eewKS0CVA7qc3tnVOJibMmIHxSMHZ+tQ8qtQMCosz77HCfI1y9XMz7rIVzxLlXpKLwVKmkc0Tk1M727uccET45BIe3HJd0jrBzsEN9RYPFc8SMC6eh8FRpv+cInbEd27dxR4DJz9n9gFTvcKicHbG/tghTPALhZOcAraEdOU01SPbqvN5oqYMSCoQ7m6egOVhXjDg3P7jaq9Fs1CO9SovUQHPZAm0DOkwmRHuYryEOVZYh2sMLMwKCcKy6EkerKpAWZP4cKm5qRJvRiFhP82duqV0Tgh294OHgBJ3JiGONhUjxNJ+/Ktsb0Wxsx0K/qchvrcKpplL4q93hpXKBUTDhSEM+ZnhGQwEgU29Cra4Vkz3MnxcZDZXw1TjDT+MCkyBgT3URrolKQH5TParbW1DZ1owpnp3X043VcFdpEOjoCgDYV5+HGd6hUCntUKtrRWlrA6Z5ms9f2dpqONmrcJ5/NHKaarC3uhAJXkFwtHNAg74N+c11SPIyfz5nNrXCQalEuLt5nGFfWSmm+PjBWeUArU6PzLoapAR2jkk0NAAAIj08AAAHyssQ5+UDN7UKLXoDTtRUITXIHLewsREGkwkxnuZtc7iiAkuiYlDZ2oxWgxHpVRWYHWzeNiVNWrQaDIj18obSXY9j9WUIdnKHt9oZBlMHDtQWY7ZvBACgok2LUGdPGEzm/eREQwUCHF3go3aBUejA/ppizPINg6uTAdW6JtTpmxHnau63ZDVVwFPlDF+1uQ3bOwywV9rBXqFEnb4Fle2NmORmrmtOcyVc7DUImGTeJ/afKkZCdCDUKns0NLWhpKYRUyLNny1qBzvkl9d3TYdzKLME8RH+0KgdoG1pR0FFPaZFB6Ldpw35zTWwUygR5uzVuc8WYZKbP5zt1Wg26pCprcR0r85r5JY6CIKACJfOvl9dMWJcfRHp7oc2kw5ZzSVIcOsc79LVQm8yItzRvL8IEKA1tsLd3hk6kwEnmwqR5N55LaurR2uHDnMDze9ztKYCwc5u8HF0gr6jA/urSjEnIAwKBeCldsSu8iJM9jJ/Pp+orYKfozP8nJzRYRKwp7IYacEhUCoUqGptQXVLC+J9O6+na2rgqdEgwMUFMZ5eeP/4UaQEBkFlZ4fatjaUNmkxza9zTKKuFu7OagQ5mffDPdUFSPIKhsbOAfX6VhQ21yPRKxgxrj7YVHYaKqU9Qp3N++H+ms5zhL35HHGqrgUzAszbMa+hHgoFEOlu3g/3V5RikpcPXFVqNOv1yKitEj1HeGg0aDMYcbSqArPO7LNaLdqMRiyJikFOQx3SKysQ7uYOT0dH6IxGHKwox5wQ875T1tSEpnY94rzN2/F4VRUCXV3g4+gEo8mEfWWlmB0SigleXthdXIzatlZM9jG3d0ZNNXwdneDn7AyTIGBffilSQ4Jhr1SiuqUVlc3NmOJvbu/T1TVw12hwTngocurqsbuoGCnBne3d2ooSbRMSAvyhb21FAVhPfGe9BCN9Z33i3Fik78qyWkbKnfVJqZE4si/fej4S76xPnB2N9N9zrReScGd9Ylo00vdYjzOSd9ZLaWspd9ZLqZeUO+ulbDMpd9YnLZyKI1uOi5YbyTvrk1IicORAgdUyUu6sT5wdg/Tfc6wXknBnvaRtL+HOekn79AjfWZ94TizSd1qvm5S7BaXEkXJnfeK5cUj/LbPfv/d/Z/2DUCmH8E26qR0bjz9lk9+kM3kZ6TvrpZ7DRyoOZSzKnCiMaL0k3Fk/VtsZkF/dJMWR8Fkpt7a2xeO+/zvruR/A5GGk76yfGxyGXaVFVstIubM+xTMaB+qtX6dIubN+jl84dlcVipaTcmf9bN8I/F5dYLXMSN5ZPzckFLtKiq2WkXJnvZR6SbmzfqZXFPbX5VkvJOHO+pmTQrH/lPV6ASN7Z32y+wQcbsy2WkbKnfVzA8Owq9z68SHlzvo5IaHYLbbtJdxZL2mfHsE766XUC4CkO+ulxJJyZ/2csFDsLuo/Tv931o/ffgDfWS9DTQ00g9VNjeIfBpJjNdDEamogHLQkQNfWNPWi2mZNdc0kcSg1aaV9MSQah6qtqba9zPZpgC4nsjj1g2zrcTxHHRvfqM7hlJ8FcsyJgtzq1VQrrziU5FY3sjhjdJ+mjDXoONwPYONUg47muklroLm2bNDT5GOORTdGQaGhnaZujURtTbXNtBJvyhxJWiPNtSXV8UG17cfqPg3IoK3HcT+AB+tlqCS3iiROcUEtSRwAKOmcbmboccTvABhJVG1dkkdTL6ptVny6jCQOpeJCmrqV5BHti1TbXmb7NACU5FQSxSFqo8HGGccfzmx8ozqHU34WyDEnCnKrV3FmqaziUJJb3cjijNF9mjLWoONwP4CNU7kNdSRxCltprpvymujGFfKbaepGJbehniROXhNNvQpaaK4tCypo6kWpuI3m2jK3kaat84i2vdz2aap6AUBePdHxUTfIOOO4H6Ac7QRYX5OmR5LEmZwQQhIHACYlhckqDhWqtqaqF9U2mzw7liQOpclTg0niTOpcH2LIcWS27SlNmkFUt8559occJ4UmH8bGC6pzOOVngRxzoiC3ep2ZR14ucSjJrW50ccbmPk0ZS25txJjcTfcPIokz1Z3mOiXZm+Y6DkDXvPRyMT0gkCQOVb2meYTSxImmqReleNcIkjjT/WiOj2SZbXsqVPWijJUcJL/9Ue74znrGGGPyZDJB0mR6Vl/PGGOMMZvE/QDGGGNs/BrH/QAerJchWU6DQzTNC9V0OlTopkKhqRfVNiuR2SPZAFAyZqfBkdc+DRBOX0PVRoOdlmccP/bGxjeqczjlZ4Ecc6Igt3rJLQ4ludVNbnGojKnjnvsBbJyimwaH5hqeaooXAMhrphujoJBLNc0HUb0KiabBKRzT0+AQbTOqKZBktk9TTV0DELYRT4MzYDwNjgzZ2dNsFjs7us1LFYsyJwpya2uqOEqielFSUrUR1TaT2banJLe6ybGNGJMzqnM45WeBHHOiILd6yS0OJbnVTW5xqPBxz5jts1MS9cEV8ooDAPaEsShQtTVVvci2GVG9KNHtjwqiOPLa9lQot/1Y3h/ljltMhgLDfUjiBIV6ksQBgMBwL5o4Yd4kcahQtTVVvai2WVBMAEkcSkEhNHWjamu5bXtKgRFEdaOKE+k7uBee+SZ9KD+M2SCqczjlZ4Ecc6Igt3rJLQ4ludVNbnGojKnjnvsBbJyKcPMgiRPiSHMNH+7iQRIHAMKc6cYoKES4u5PEoapXiBPNNgvxo6kXpSANzbUl1fERLrNtT4WqXpSxwj0GGWcc9wN4sF7m3vv9Ufyv+EX8r/hFSeU3HX4cmw4/jvd/WD28idmggbblaLjyhrnYdOQf2HTkH5g2PYI09oU3zMNm00ZsNm3EdWuvFC3/x5XzsenYE9h07AlcsDSJNJdpyeHYvPdRbN77KP72yFLS2GwMMQlD/2FsHBjo+X24YjDGGCnuBzAmySNTrsS+Reuwb9E6JHtGiZZ/NeXWrvLBzsM/qDvTNxzZVz6C7Csfwc0TZw/7+zHGxohx3A/gOesHQNGug6WnQHwC3HHtXy5E8txYePm5Qa8zoLG2BcW5lcg6Voz/vry5u7C9nej7nDhU0F2u5yM+PV8rYaGE4wcLxMs1NInGAYATW44D+g6rZYQg8W9Kjx8rgaCyvtsN9qGmqbNiMC0tBgCwZ9Nx5J49/3uPthScNOZ8jpd2/bvffPQG0ffO+D0bCoP19pGyzeortd3vqzNA0arrU8bO3080zsnMmj7llG5u3f92doadvx8UtQ39xlC0tnf/u6UVSitlYSf+bXLGvnwoO9tI2XNf6hCg1BkBAIKE6VKOHy4UL+fuIh7ndCUEkXImtYNonGMnymDSqKyWURI+9mXSiJ+2jxY1oCPI+h3/ig7xD65jBQ0wBViPY/CwfvwAwOFGHYzxof3+3WhsB3b2/b0gmCAIg18UZiivZUyq69ZeievXXtX1/0O/HMUDi//Zq8yE5Ci8evDpXr+7yPFaGHSWP1+O/3aKJDeqOJSxKHOiMKL1knB3z/EdJ0nuAqKKQ0ludSOLM0b3acpYg43D/QAmN7oGDZS63n3f1clz8NfkOb1+ZzSZ0KBrw4maSmzIOITtJfndf3QQP+/srSmGIFJOb+weGzCZuq9zDR3Krr/trymGQeg7/tDz1KesVEOptd6fP1hRDaVJvM/vNtny3N3OGn3Xv7VGLdyc2y2WO6NW4Sj6XlIovPSiZfbr8qHwtn4db2gRvyb8va0CBpP1cnVG8WvCrY01MJicrZZRTBINg1+VpTBIKCcUiV83S1GnFm/rHW3lMAjWt61SIzKmAuBAY5FoObWH9X0MAI4qs6AOtR7Hy6VVNE6B4RR83a3HaVQZReNI5ePSYvXvFYoqhInkAwD6DvGxySJFLQLcrMea658nGsdOcQCXT+q/DXTNBry8tu/vx3M/gO+sHyJPH1e88PXdWHL1LPiHeMFBZQ9nV0cERfggdUE8rr3rggHHjI4PGnQ+a258C2tufAv/vPdTRMfRPQYbPSWEJg5hTmeblhaDP65Zgj+uWYKo+GBp+UwKJHnv6MmD32Y9uXo4kcSJjqfZXpSotj3ZNptIlE+sP0kcSlQ5UW2zmBjxL5gYGysSF0yFX1jvL68vumXBgGJEJ0aQ5EIVhzIWZU4U5FYvucWhJLe6yS0OFT7uGRt99kolfBydMS80ChsW/QEXhMUM6PXxXgPrO7+Tsx1/+v1N/On3N5Gp7V7QOc6Vpi8/2W+QU1pa4OZAMxBPJd6D5jol3oumjajymexLt82oUO2PVG00yY3mmnmCC834BJUYF5qxKYCubkHqCJI44wnfWT9ES2+YC29/86NjR3Zn4YcPd6OtVQ//YE/EJoRh9gVTBhzT0Vn8W+v+ZKQXdf07KVX8ETipHF0Gn1NPTs7W70AeaY4u6gG/Ru2ogq6t9zfHg4ljiT3RAlyOrjTbixLVtqdqa0dnmjhORHEoUeVEtc2cnAYZxyQAGMJdjzb82BuzXXZ2Siy5aQHeX/sZAEDjpMb8a+YOKIaTG82FLFUcyliUOVGQW73kFoeS3OomtzhUxtRxz/0AZmO2FefilfS98NI4YnXyHMR7+0OpUODG+GRsLsqRHMdFNbC+c1FrLYpa+97V7mxPc00w0HyssZfZQpPO9jR1c3GgieNMFIdym1Gh2h+pthlVPk5Ecag42dHlQ9VGaiX3AwaKB+uHKLrHHdxv/vNbFGRWdP3/58/24Y1/fNOr/NOf3IFps8zfrN8w9wlUldYDAFbcvQh/XL0IAPDxS5uQvju7z3u5eTrjloeWInVhPJRKJfbtzMTrz/4PjfXdj8FsSn8CAFBRVo8n//YpAOCCpUm49x+XAwA+fP1XNNa34A83zIWHpzOO7c7CS3/7BI21Tbjpkcsw//IUOKjtcWBrBl6+7xM0N5gf+2ltasdVd12IGfMnIzDSF26ezhAEoLK4Fr//lI5PX/wZZz9o9H9XpuCK6+bA29cVBTmVeOelzbjs2tlY9/qfAAB/u/ldHDtU0FV+SlI4/nDDHEyeEgInVw1qKxrx+6Zj+OTFTWhubLO6Hc6eh/6e51fgnudXAACee+BzbP760Flt6YRb7rsYcy6cAigUOLDjNF5+7Ouu9/EP9sT7vz4AADi2NxcfvrAJf77vIkRNDsZvP6bj+fvMgzARcYFYvvJ8JM2JhZOLGo11LTi44zQ+fukX1FQ0dr2fSm2P6+5ZgrQF8fAN8oDJaEJDXTNyT5Zh67eH8fuWDACA0dD9mI6dnRLX3rEAi6+cCQ9vZ2RnlOKVx75B/oHe+0bM1FAsv+tCxKfGwNXDCU0NrSjKKkdzQytyjhVbbbczzrkkCSv+ugSB4T4oK6jGf1/42Wr5iElBWH7nhZiWFgNXT2c0NrTiwO5sfPT6NtRUaXuVjYoNwO1/W4JJ00LRWN+C/311CCePFvUTWVxrU9+pgQYVp5koTgtNHEpUdWuhijPYNhIwtCkKbPezmdmoFm0rnN2ccOGN8/DBY59DEASct3w2nN2cuv5myTlXzMLSOxYhJikSKkcVtDVa7P7mAP775Jeoq2joVTZx/hTcvG4FIqeGoaa0Dl/+5we093OMtTa2IiDCD9f8/TJMvyABngEeaGlsxdFtGfjw8c9RdLpUct1aG8UfAx7JOFTkVi+5xaEkt7rJLQ4VynxGvY24H8BsTE1bKw5Wmj9blQoF3lh4GQAg0NmtV7mJXr64IzEVaUGh8FA7oq69FduL8/GfQ7tR0dKMJr35c11tZ497ZszBhRETEOTiig6TCbVtrciorcIvtQewrfIkAODxaVdgaWgyAODmPW/jUJ152p0Wox63TTgfl4elwNVBgxMNJfh3xo8Wc08NDcF/l5un9fvyRAbu+3lT198+uMq8lk1JYyPOe+sdAIC/iwv+Omc2pvj7w9/FBa5qFVo7dMjSluPTwj3YXml5+itjj6lh3R0ccUfchZjjOwE+alfoTR2o0TXhaEw1Pj5xFPvKSqQ2/aA1G8Snb5GiSU8TR275UGo20lxbUrURVT4tRHGotBjFpwCSiqqN2k3cDxgoeX2tKdH69esREREBjUaD1NRU7N+/32r5jRs3YuLEidBoNJg6dSp++uknslzaelwgX79mCeJnRMLeoXvuJ127+HznZ6sua7D4+6c+XomFV6TA1d0Jzq4anH9RAta9fiMcHCzPNZWfXdnndwsuSsCdD16CgCBPaBxVmLlwCv7x0Uo88PqfseyW+XD3doGTiwbnXToddzzZPQdv/slSXLB8FqbNiYVvkCfUjiponFQIjwvENX9dgsc/uqPX+1y2Ig13/f0SBIV6Qa1xQNyUEDy5/joEhFie23zxZcl45q0/Ie28iXD3doGDyh4BYd64/Jb5eP6bv8LFnfaupWc/uh0XXD4DTi4aODmrcd5FCbjjYcsLnQZF+OCf792CSckRUGu656Gbcd5EvPj1XzDvkiS4eznDQWUPnwB3LF6eihe/vhv+Id0rud/x2GX4w03nITjCByqVPTROKgSEeGHOhVMwd1H30xfN2u4vJW5/eCmuv/tC+AV5QKV2QHxyBNa+ej2UPeZrn3XhVPznh3txziXJ8PJzg4PKHl5+bkicG4f/fH8vZl04VbQt5v5fIh549UaExwVCpXFAxMQg/P31P2P2kgSL5WfMn4wXf7gX85ZNh5e/u7nefm5Yctl0vPTRbfAP8uhuu1AvPPv2n5AwIxIqlT18/d1x/crzceuaxaJ59Se/xxdiQ5GfRRMnz8JxNtrycmhysnQOGYy8vOrBvVAwmdd6GOyPDc9Rx6yTUz+gp11f7oNBb4RfqA9SFicCAC6+ZSEAYNunuy2+5uZ1K/DoxnuQOH8KXDycoVI7wCfYG5euWoxXDz2DgIjuR30np8XiyZ/+jriUGKg0KgRFB+CuV27G5asvthhboVTi1UNP46KbF8I/3BcqtQM8/dwxb/lsvLzvKcSlSH8sP+/Y4L9kHY44VORWL7nFoSS3usktDhXKfEa9jbgfwPoh135AT4oeK7FVtTZ3/XteaCS+XfZHXBozCX5OLlDZ2SHA2RVXT5yG7y+7DqGu7jhVVwMAeGLOAtyWMBOR7p5Q29nDyUGFUDcPLI6MxYLAeNEcloYl4/bYBfDTuMHRToUU7yi8nXYLAh09hly/QFdXXDl1Cib5+cLLyREOdnZwVzkhxScaz03/Iy4OTrT4Oq2x+3p3XdI1+EPYTAQ6esJBaQ9nezXCnX2wNHYS5oaGDzlHKU41VtHEqR/k9c7ZcRpo8jldU0MSh1J2M831N9U2y9TSXOvmENWLSm4LXT5UdavQcT9goGxusP6zzz7DmjVrsHbtWhw+fBgJCQlYtGgRqqosH7C///47rrnmGtx00004cuQIli1bhmXLluHEiRMk+fS8Az7tgin49+d34qtj/8K/P78Tl990HtSOA39EJzjS8vxijk4q/OvO9/HcPf9FQ535bvqouAAsuWKGxfJTkvp+wAWFeePzDTux9u6PUV1pvvM7Kj4EqRdMxZtrv8S6299Fe6v5m8rzlk2HU+d0KvGp0fjxg5145o738PA1r+Bvy/6Dtde9hv2bze2YODcOkxPMC0g6u2hw46ru+Xm/+2wfHr7rQ+zachLhUX3nF/P2dcWq+y+GnZ0SLc3tePXhL/DQilfxy2d7AQChMf648f7/s9pm917+Yld5APj05V9wz7Wv4Z5rX8P+Haf7lHdxc8TT936Crz/YCb3evNDFeRclwMnCdD8+Ae6oqWjAM3/9GI/8+W3s2XwCao0D7nn2aqjUDjAaOrBp4z78/fo3sPGNbQAALz83rOp8mgEAZi00D8hXltThibs+xIN/ehvP/30jNn99CE09nhrw8O5eTCYozBtvP/sT/rHqA1R1foETEOKFGfPMK8WoHVVY/fwKOHQu2Pv9e7/h4RXr8f2GHQAAB5U9Vj+/wuo+qFQqcNtjl3ctgLr9m0N49LrX8NWbvyJqct95/9UaB9zzwh+h0pjr/d667/H3q1/B5xvMq4N6+7rirr9f0lX++jvOh4ur+YuW0qJaPPbX/2L9uh8QFOrVJ7ZU8TNoOm7xyTRxpiSGkcShRJXTlCSaOFOnym8NBWa75NYP6Km+qhH7fjA/ybXkpgWImBKGSbNiAQD/e3trn/ITZ8Zg+X3LAAC6Nj3euPd9PLJ0HXLSzXfEeQd64q71N3eVv+3fN0DVufD1oc3H8PAlT2HDI58gop8FnP/+37vh6mleOGzjc9/h/gufwFv3f4gOYwecXB1x77t3WHydJVPOmSi57EjEoSK3esktDiW51U1ucahQ5jNW24jZNjn3A3wcnTDDPxgXhsfgrqS0rt9/fDodAKCxs8dz85ZAY28Pg6kDz+z/DSt+/Byvpe8DAPg5ueCfcxZiZoD5OuyCCPOX6sVNjbh987dY8ePn+NuO/+GLrBNoMlh/8jzC2QdXhM0EAHQIJryWtRV3HfgAx+qLEOw0+GuxM6pbWvD0bzux8tvvcN3nG3HtZ5/j0aMbUaczfzFxU8x8i6/zUpmvd53sVJjhHQkAON1YhtUHP8Sd+9/Dk8e/wU85WWgzDvymx8FI8aG5TpnpL23NPDEpvjT5pATRzVtOJcmD5vqbaptN96K51k0gqheVae4RZLESieoW4cj9gIGyuWlwnn/+edxyyy3405/MU6m8/vrr+PHHH/Huu+/igQce6FP+xRdfxOLFi/G3v/0NAPDEE09g8+bNeOWVV/D6668POZ9Nn+/DlJlROH/Z9K7fOajtET8jEvEzInHxitm4e9kLve6YHqyXHtrY9eWA0s0Jf127DAAwe/4kfPfpPkkxMtIL8c6LvwAApqdFY+nVswAA278+iK9eNw8kzL8iBakXTIWdvR38Q72Rf9L8KN+RHadxzV8XI35mDDx8XbsGic+YMDkIJ48WY3paNDSdA8RZJ0uxfp35UbtDe3KRlBoND6/eq5ufe8GUrsGHXVtOIq/z/X75fB/OvSQJGic1zluajPUPfQGhn0dgMg7kIXFubNf/S/OrkdFjip2zvfLY19iz9STqa5sQEuGHlHPjzPUN9kR+Znmvsh0dJqy9+V2U5nd/W552QTw8vM0DIEd2ZyE/sxz6dgP2bc3AORclICDUC9PPiYWbpxO09a3oMJpX0G5uakd5US2Kc6tgMHTgly8P9pvjD5/sxRdvmwfegyN9cNO9FwEAAju/zJk+bxI8vF0BAFlHC7H+QfPUPAd/PYmkcyciJNofHt6uSD5vIvb8fMzie8RMC4NPoPlph5ryBjz7lw9g6jDhwK8nEZcYjviZ0b3KJ583CR4+5vc88ttpnNhrnntx72+ZOPfCKQgI9sT0tGi4eTihqbENqefEdb32sw07sGe7+YsTT29XXHvLef3WnTEAnY+8DeWxNxt+7o31S279gLP9752tmHt5KlL/bzqMBvO5P/doAbIO5vYpe/6153T9+7tXf8YXz/8AALBT2eHvH90NlUaFGYsS4OrpAjt7JSanmT/n9O16PHn1f9BU34x9Px5GaFwwFv7x3F6xoxMiEBhpXjgr50g+dn9zAACQ8XsWTu/PQfzsOETEh2JCchSyD+eRtwNjjA0Z9wOYBXLuB8wPjcb80O7rp+q2Fvxr33Z8n2e+Bjo3JAI+juZr4V0lhdhXbp7mZUthLv4vKg6hbh44NzQSn5w6CqB7yhitTodCbQNy6muhN3Xg88wT8ApusJrLef6ToFSY7+7fWp6BN7N/BQCk1xXglwUPwHGI836XarWoaWnBn5KTEefrA1e1uuv9ACDc2QfO9up+pwjpEExdR3eDvgXFLbUobq1Fh2DCW3nS5/dnjI1h47gfYFOD9Xq9HocOHcKDDz7Y9TulUomFCxdiz549Fl+zZ88erFmzptfvFi1ahG+++YYkJ5NJwLNr/ovv3t+Fcy5KQEJaDCInBcGuc6qSoAgfXHHrPLz/7/9JjtlQ02Tx95k9Fo/NPNE9f1tgiOVvxkuL+i4yk3mie37annd0Zx8t7Pq3trb7MT0Xd/P8uro2A57/4V44W1kg6swd1AE98jl9vDtPU4cJ2afKkDJnQq/XBYd7d/170bJkLFqW3De2uxO8/d16zQM/FMcPmO9aLCusRVND95z/Lm5976wvK6jpNVAP9H76IWXeJKR03u3ek1KpRGiUHzIOFWDTxv24ZtVCRE8KwqvfrkaHsQMlBTU4tDMLX7yzA3XV5m3ec67x4/u7B0+a6rvn+HLpnPM4uMdTCpmHC3q9d+aRAoRE+/cpd7bAsO62zztZClNH92NCmemFfQbrg6N61HtBPFIW9H38UqlUIjTCB2XFdV0Lnba16nBkX3537IzBzz9YVth3vx5UnKI6mjjFNHEoUeVUStRGpZ1rcwyYyQRBMYRH12z4sTdmmRz7AWc78HM6qopq4Bfmg3nLZwOwfFc9AARPCOz69+l93U/q5RzKR3leFcInh0CpVCIoJgBKZfcFcFluJZrquz+rMw/k9BmsD47tjh2TFIkXdj5hMYewScGSBuvLsmkeg6WKQ0Vu9ZJbHEpyq5vc4lChzGfU24j7AewsttAP6Mlb44RYT5+u/0e6d18nzw+LwvywqD6vUSoUXU89f3b6OO5KTkO8jx/+d8UNMJpMyG+sw47iAnxWtQU1OsvjBgAQ0uPu+YzG7muvZqMOBS01mOQ+tDuv/zQ9GQ/Pn2e1jKu9ps9gfYvR/BS/zmTEprJjuCg4EbN8J+DL81bDYDIit6kKm3wK8Xb6gRGZd72geZDXKWfH0TbQxGkiyqehgSQOpaJWmmtLqm1W2EKTT0kbzfgEFcp8ioli1Ri4HzBQNjVYX1NTg46ODvj7+/f6vb+/P06f7jvVCQBUVFRYLF9R0f/OotPpoNN1f6hotdp+y56RebQImZ2LZnr4uGDVP67A3MXTAAAx8d2P6fT8Yseux9zjbj3uNpfy3Y+UL4gs3YXe0ty92ISpx99bmywvQnHmy/G5Fyd2DdSfPJCHz1/5BU11LUi9cCquuuvCzrKKvgH6pDD4b7bUTnSrWp950kEwCegwdh/AlurQ35cnUqidzHcsfPD8zyjIqcKcC6cgMi4AgaHeCI/xR3iMP5Jmx2DVZS/1GijvmSNgvru/O0fx9xUIVr0eypeQGgtT7/TcH4e0RgjRit5UcUwyXGGcKqf+nmQZsTjj+Jt0Zpmc+wFnCIKATe9tw3WPmhdj07XpseWj3yS/HgBMJtOAjpuhHKsaZ2mfrSYTTWeXKg4VudVLbnEoya1ucotDhTKfUW8j7gews8i9H7Ax6zju3/kz5gSF442Fy+DkoMLKhFQcqCzB1qK+T9j1R21nXpPu3wd3IbO+BosjJmCity/C3TwwwdMHEzx9cJ42BNfsWo+OQQxGCRaOq56HS8875D0d+97MBgDXJyV2/fuN/QewM78A6rB6PBC/FBPcAgBYvrbu+d6PH/sSh+sKMNcvDtEufghy8sRE9yBMnBmERP8A3PD9lwOt2oBRXe+YqK6biFbEpIpDiaxuo32NOkxxqFBue7o24n7AQNnUYP1Ieeqpp/D4449LKjslJQo5GSVd87wDQENNM7Z8ebBrsL7ngqAtTd0DsJ6+rigvqoVCoUByjylcPDunGTlbXEIY0n8333k3sccc0OUllr8RDAn3QXWF9AEGa0Jiujs4n774c9dc9ef/YWafsuU97uqNje+eu01pp8SESX3ncivtcaf0h69vw3+f/KZPGbXGQXSx3p6Drz3vQLQmONJHtIyl47vnnfabvzyAX789hPTdvR/XOzvnHT8dxY6fzI80Oqjscd+zy3HO4mmIjAtESIQPinKr4OQi/QuJ0rzueRnjkiJ6/S1ueqTFcmcr7/H0RdTkYCiViq6B3okW1jwo7bFQ6ObP9+H5v34EADD5dS8cfKbeCoUCba06ODqp4eikRlJqFH75Nt0ce8rg55kLjvRBdfnQn7AIjvBGNcGTGiHh3qiupDnOqFDlFBLuTXIOCQnxQlXV4L/0YmykDaQfYMnP7/6Kax+6AnZ2Suz8ci9aGlstlivNLgeWJAEA4mZOwG9fmNdeiZ0RjaDOp6NMJhPKcipg12Mx+cAof7h4OKO588mwiTMn4GylWd1Tuh3dnoF7z3+sTxm1owq6Nml3rYXEBaG6eOh311DFoSK3esktDiW51U1ucahQ5jNW24gxMUPpB3QIAn4rLcDrx/ZjzfS5AIB7ps/F1qJc5Dd2XydvzDyBe3f0ffpeY2ePGf7dd71/n3sa3+eav4hQ29nhP/MvxsVRcZjgFoBwZ2/kNVte2LSkx13Mk927r8Fd7NWIcO57DdzU48sJX+fuGwnPjYjsUxYA/F3MU8LWtbbhmd/M65cFeGjhq3GzWL7n+59hFEz4uvgAvi42T9XnbK/GSzNuQKJXOM4Ji4CjvcOwz10f6eqFsrahX6dEuXuirHXocSJdvWjieHiirKlZvOAICnfyRkX70K+/qbZZhIs3ytuHfq0b6uSDSh3NDBAUQh19UKVrIIkVRlQ3X1UQGo3cDxgImxqs9/HxgZ2dHSore6/aXFlZiYCAAIuvCQgIGFB5AHjwwQd7PSqn1WoRGmp58bYl18xCyvxJ2PXTURzfn4faykZ4+rhi+R3dC6xmHeuevqa8sHtV7pWPXY6fP9uL1PPjEWJlqpIz7nrySmx49keo1Pa48c6FXb8/Mw/4cKqv7j4ZXnrzfBj1HZiYHIFF187uU/bw3ly0t+mhcVRh4tQQ3H7vEhzck4OFFyf0ma8eAHZuycCf/7IQKrUDlv9pLtDSjtOH86F2VME/1BsJs2OgUqvw0IpXrebY3GMwZM6SBJRXNaHDaELWsWIYOucNpnJ4VzYaapvh4e2CBZdNh6OzCvb29lAqFfAP8cLk6RGImhiE2xY/CwB4buOdyD1Vhsxjxait1MLRWY2w6O4vQM6e/1+KQ9tPobGuGe5eLohNDMcdT16F/VtPIOX8eIR2xm6obcJhCwvsnpFzrAg15fXwCfSET6AH7n3xOvz61UEkzo3tMwUOABz+7TQaaprg4eOKBX9IQVNDC478lgmFlyv8gzwwOTEMUbEBuPWKVyAIAvbtzMK8RVMBAMv/dC6aGtvh7euKy1bMGnB92ThkEgDF+AwSW0UAAB9gSURBVPwmnVkmx36AJVVFNXjlzrfhGeCBnV/s7bfctk924bK/mNcjuXTVYtSW1aE0uxwrHroCKo35CaWDm452TXlzam8WJs2KhdpRhYc+WY2vX/4fohPCMf/qOX1i5x4tQHl+JQIj/ZEwLx73vXcnfvtiD4yGDgRE+CJuZgzmLJuJy73/JLlejDE2orgfwM5iK/0AAHjv5GHcPm0mnBxUiPf2xznBEdhZWoiathb4ODrjith4NOrasbO0AEqFAqGu7pjuH4zJ3r54bLd5+ryvll6LjNoqpFeVo6K1GS4OKkzw6J7G1EHZ/zXkb1WnsXrSYgDAgoB43BIzH6caS7E8Yhac7PveIFbc2IgOkwl2SiXSwkJxz9w5aNHrcXtq35vzAKBM24RIL094OTnitpkpyKyuwc3JU+ChcpLcRt/Ouwe/VmQgS1uOGl0TPFXOCHYy3wSmVCigsrMbsYVmGWMyNI77ATY1WK9SqTB9+nRs3boVy5YtA2C+42zr1q248847Lb4mLS0NW7duxerVq7t+t3nzZqSlpVksDwBqtRpqtfQ7nF3dnbDkmjQsuaZvzLoqLb57b1fX/zd9tg/L/nwe7OyUiJkSgjun/AEAUJRTibDOu9fLCmr6xAEAk2DCQ+tv6PW7/OxK/NTPIqUZPea4H6rPX/4F85ZNh8ZJjenzJmF65xztGftyEJ8a06tsS3M73lu/FbffuwQAcNmKNFy2Ig0GgxHFBdUIjfDtVb6mSov1T/+Ivzy0FCq1A667Z0mf9z+2J7vP7/qU2ZsDk8kEpVKJmQviMbNzPvUbzl+Hyn7mzD55uAgLLuk7R74YXZsez9/3KR5+9Qao1A6YuzgBcxcn9CpT2eOJBw9vF1yyYjYuWdE3VmF2Zdeitg21LX0LWMnhP2s+xkNv3gQHlT2W/vk8LP1z96KtBr0RL6z52OpdkyaTgLf/8Q0eeM08WDP/8hTMvzwFAFCaX4XgyN5fIuna9Hj+rx/h4bduhkrjgMtvPR+X33p+rzIVZd1t/f6rW5EyewKcXTUICffBY/+5FgBQUliDkPDBTWt08jDNfn3yCE2cjKPFJHEoUeWUkU4UJ6NUvJAlggnA+Jyjjlkm136AJT+8sVm0zKl92fjsmW+w/L5lUDuqsPL5G3v9vba8Hi+vervr/2/e9yGe2bIWDip7zFiUiBmLEgEAJVllCIntO/fsuj++hH/+8CBcPV1wwfXn4YLrB7+w98ndmYN+7XDEoSK3esktDiW51U1ucahQ5jPqbcT9AHYWW+oHNOrasTHrBG6IN19r3jZtJnb+73Pcu/1/eP2CZdDY2+PmaTNw87QZvV5X3NSIg5VlAABvRydcH5+E6+OT+sTPbapEtrb/qXzym6vxVdEBXB6WAnulHe6IM9/s19ahR2VbI/wd3XuVb9br8WNmFpZOmgg7pRJ3zEoFAGTX1sLVQlt8euwYHpxn7lfcd+45AIB6XQsKmqsR4eLbp/wZdfru690AjTuujzrHYrkdhflo1FmeqpfSodpBXqec5WBVGUmcQzU0+RwqLxcvNMLSG2iuv6m22ZE6mmvd4410424UTmgLxQtJdIyoboVt3A8YKKV4EXlZs2YN3nrrLbz//vs4deoUVq5ciZaWlq7V4K+//vpeC87cfffd+Pnnn/Hcc8/h9OnTeOyxx3Dw4MF+P8wH6uOXfsHbT32PQ79loqygBm0tOhh0RpQV1OCHj3bjL5f+B/U95jwvzq3Cs6s/Qml+NQw6I/JPl+PJVe/jtx/Su8p4+1t+dOz+q1/Fjh+OoEXbhpbmdmz73zE8cNsGGPRGi+XDo8Xv1pfK2VWDv1/1Mk4fzkd7qx5l+VV4+b5P8PPHv1ss//XHe/Dyv75HeUkd9DoDsk+W4dG7Pu5aSBVArylifv76MO696V3s2pqBuiotjIYO1FVpcfpIAf77ws9Y/9BG0RwLTpfj36s/RlFWBfQiU+acER4z+DY6sP00/rLsRWz5+iDqa5pg0BvRWNuM3IxSfPn2Dvzrzg+7yn722q/4fUsGKkvq0N6qh0FvREVJHX74ZA/uv+HNrqlnLC1wa83eTcfw10v+jZ3fH0Z9tbndGmqakL4rE2uWPoe9vxwXjbHju8NYt3IDirLKYdAZUJxTief/+hG2fWX5S6ADv57EXy56Flu+2I/qsnoY9EY01Lcg53Q5vvxwN57822ddZcuK6nDfrRtw7FABDHojaqub8NmGnXj16Z8GVM+ehrLNhiVOVP+d0dFClRNZnB6LSA+EYBKG/MPGHrn1A4bq7Qc+xhNXPYej2zPQ0tgKg96ImrI6fLv+Z9wx/T5UFHRPZXZi12k8dPG/kHUoD3qdARUFVXjr/g/x6bqvLcY2GIy4Pelv+P71X1CWWwG9zoCm+mbkHy/C96//gr8tkP6If1j84KcvG444VORWL7nFoSS3usktDhXKfEa7jbgfwCyxpX7AOxkH0dG5ZsM5wRGI9/bDtuJ8XPL1h/gyKwNlzVroOzpQ29aKjJpKvHXsAO7Y8l3X3fOvpu/DpoJsFDc1otWgh76jA8XaBnx4Mh237n0HJpG5nL8uPIA3s39FdbsW7R0GHKkrwO1730Vxq+XpKB7f+it+zMxEi14PbXs7vsrIwDWffmax7LuHDuO5nbtQ0tiIVoMBe4uKcfv+d6wueguYF509Y33WZvxenYWKtgboOgzQdRhQ0FyN1w/vxx0/f2c1DpUJbuLT4kqK4zG4650+cajy8fISLzTCol1orr+p2ijGleZaN9KZbtyNQoQTXT5UdfNTcz9goBSC3FZDkOCVV17Bs88+i4qKCiQmJuKll15Caqr5m9958+YhIiIC7733Xlf5jRs34uGHH0ZBQQEmTJiAZ555BhdddJHk99NqtXB3d8fC8FWwVw5xkVMJzZ04ZwLSd1u/k9zk3nc6mbMlpUbhyL48q2UU5dLmjUo8Nw7pv1n/NkwIsn7StLe3w8eb7oGHlwtMJhOuOv9pNDW29SmnrKGZ70twEh/4TpwdjfTfrS/2ozCKT6GTOCemz5z1ffKxt7P6d6n5QCs+95yU7QUACiXN93U956zvT1JqJI7sy7eeT6vO6t8BiW3kIP7QUOKsKKTvtX58mNQOonGSZkbiyH7r9VL284XaYJg04nWTkpOiQ/xcJGWbGTzEj7Pk5HAcPtz/N/xGYzt27vwHGhsb4eZm/rKyrq4OV/jfAgfF4M+5BkGHLyvfgpcMO6tsaEarHzAPl8JeIX5eGKqkhVNxZIv4l60jFYcyFmVOFORWL7nFoSS3usktDhVbPO6NggHb8S33A5hko9UPCHnpcSj7WXBVMpP42mpzg8Kwq8z6Ha1ewQ2icVK9orCvzvr1jvaU+CDznLBQ7C4SvwvZY7L42MJMryjsF8mpNk/82lIKhZf4ujxz/MKxu8r6ncimdvHr+LmBYdhVbn2bKdXi4wpz/MOxu9J6PooK8X1wTmgodheLbzPBjmY40GOC5XUUe5KyPzY0io9zSdlmao34zZtpPpHYU2P9WtfLxfK6Uz3N8IzGwXrr4xONbUM8b/Tg42J9NobpHjE41GB9bAoA9B3i+3WKZzQOiNRtrr/1bQoAMU5TkdPafz9A12zAy3O5H9CTTU2Dc8add97Z7zfh27dv7/O7K6+8EldeeeUwZ0WnXcKApRRtEheNk2KgOc1fMg3xiWHYuTkDZcW18PR2wZU3zoWHl3khmiP78iwO1I+0ngsDj6k4LTT7EKW2Npr5BsnaiOj4oIpDiSqnNqq2lvikSx/j+LE3Zt2Y7wc00zz2TRWHMhZlThTkVi+5xaEkt7rJLQ6VMXXccz+A9WOs9wNaDTTXTW0dNH35Vj3dvPFUOVFpJZoTn2qbyS0fSmT7I1EbUeUjt32aMh+qWHqB+wEDZZOD9WNd9vESmjgZNPOmAUD2AOe/t7dX4pKrZuKSq/ouSFNb3YSX//U9VWpDkn2CZr4zsm1Glc9Rec2bBtDtj2RtdIImn6yT8psPkCqnbKI4mZn9z6dpjWASIAxhQRkbfHCMMQBA1kHxO1RGMg5lLMqcKMitXnKLQ0ludZNbHCpj6bjnfgAbr47VVIoXkiBDS3O9c7yqSryQRCeJcqJyvH5w1ylnO1ZLs82O19HkQ7nNqJDtj0Tb7EQDzbXu6Saa8Qkqmc00Y1MAcIqobiVt3A8YKJubs348mJoaTRJn2owIkjgAMHX2hAGVzzldjp1bMlBZ3gC9zoD2Nj0Kciqx45fjWLn8VZSXWF7wdaRNnRlJEyc1iiYOVT4D3F4jYdqMcJI4ZG2UEkESZ9p0mnpRosqJapslJIQO7oWCYP42fNA/tvvhzMa3afMmyyoOZSzKnCjIrV5yi0NJbnWTWxwqY+q4534AG6dmBdKsFzHDM4IkTmpIMEkcAJhOlBOVVN9BXqecZVYAzTZL9aPJJzWYbptRIdsfibZZijfNtW6SB834BJVEd5qxKQBIJqpblBP3AwaK76yX4My3MUYTwSMgEnYWnaENRpP1aUxMHeKbTqdvg7HDehyFxDrpDO2i9Rd6vFf26SI8tuaDPmWmzQhHbY31+cyUInWXSugQnw9QWhuJzy2n04tvM0HCnGBS8oGEbSZlewGAguj7OpNYzpDY1kRxoJS4zUTimDrEH5uSEkfZQThnfQdN3aTMWS8ljlFC1XS6VhiN/T/6ZjSa3+Psb74N0ENk3SyrDJDXI4nMdnX1A2AY0j4plc7YDqMw9Ed8qeJQxqLMiYLc6iW3OJTkVje5xaFii8e9Eea/cT+AydWZfdPURjA1lIQ56w2traLv1SFhmlq9uk20nKldvE761lZJ5chyomhnAAoJU3oaWlpharX+fiad+HW8lG0GCddxUvJRSGgeqduMas56sm3fKqGtJbRRh0n8s0vf0oYOkThGhYR6ObTBKDINcUe7+HEvlVhOOnvxfADAKGF8SkrddM3ibd1maoeutf9y+hbuB5zNJheYHWklJSUIDaX59o4xxphlxcXFCAkx35UiCALq64f+BI6npycUCrrOERufuB/AGGPDj/sBTK64H8AYY8OP+wHdeLBeApPJhLKyMri6uva7kbVaLUJDQ1FcXNy1evFgpaSk4MCBA0OKISXOQHIeqZykGMttLad2BritKfKRgrKdqXKSEoeqrQVBQFNTE4KCgqBU8uxsTH64HzB2z5lya2s5tTPAbU2RjxRybGcpsbgfwMaL8d4PGMnzihTc1kPPRypu66HnI4Uc21lKLO4HDB+eBkcCpVLZ9e2OGDc3tyEfXHZ2diQDdlLjSMl5pHOSYiy2tRzbGeC2pshHCop2Bmyzrd3d3QecH2MjhfsBY/ecKbe2lmM7A9zWFPlIIad2Hkgs7gewsW689wNG47wiBbf10PORitt66PlIIad2Hkgs7gfQ468sZGjVqlWyikMZizInCnKrl9ziUJJb3eQWh5Lc6ibHNmJMzuR47MkxJwpyq5fc4lCSW93kFocKH/eM2T65HXtyPK9QkVsbyS0OJbnVTW5xqMjxeJVbG9kCngaHiFarhbu7OxobG0m/wRxOtpgzYJt522LOgG3mzTmPHFvNm7HhYIvHgy3mDNhm3raYM2CbeXPOI8dW82ZsONji8WCLOQO2mbct5gzYZt6c88ix1bxtAd9ZT0StVmPt2rVQq9WjnYpktpgzYJt522LOgG3mzTmPHFvNm7HhYIvHgy3mDNhm3raYM2CbeXPOI8dW82ZsONji8WCLOQO2mbct5gzYZt6c88ix1bxtAd9ZzxhjjDHGGGOMMcYYY4yNMr6znjHGGGOMMcYYY4wxxhgbZTxYzxhjjDHGGGOMMcYYY4yNMh6sZ4wxxhhjjDHGGGOMMcZGGQ/WM8YYY4wxxhhjjDHGGGOjjAfrB2D9+vWIiIiARqNBamoq9u/fb7X8xo0bMXHiRGg0GkydOhU//fTTCGVq9tRTTyElJQWurq7w8/PDsmXLkJmZafU17733HhQKRa8fjUYzQhkDjz32WJ/3nzhxotXXjHY7R0RE9MlZoVBg1apVFsuPVhv/9ttvuOSSSxAUFASFQoFvvvmm198FQcCjjz6KwMBAODo6YuHChcjOzhaNO9Djgipng8GA+++/H1OnToWzszOCgoJw/fXXo6yszGrMwexjlHkDwI033tgnh8WLF4vGHa22BmBxH1coFHj22Wf7jTkSbc3YSLKlfoAt9gEA7gcMJ+4HmA33Z5Mt9gGk5M39AMa4HzASuB8wfLgfYMb9gMHlzf2AkcWD9RJ99tlnWLNmDdauXYvDhw8jISEBixYtQlVVlcXyv//+O6655hrcdNNNOHLkCJYtW4Zly5bhxIkTI5bzjh07sGrVKuzduxebN2+GwWDAhRdeiJaWFquvc3NzQ3l5eddPYWHhCGVsFh8f3+v9d+3a1W9ZObTzgQMHeuW7efNmAMCVV17Z72tGo41bWlqQkJCA9evXW/z7M888g5deegmvv/469u3bB2dnZyxatAjt7e39xhzocUGZc2trKw4fPoxHHnkEhw8fxldffYXMzEwsXbpUNO5A9jHqvM9YvHhxrxw++eQTqzFHs60B9Mq1vLwc7777LhQKBa644gqrcYe7rRkbKbbWD7DVPgDA/YDhwv2AbsP52WSLfQApeXM/gI133A8YOdwPGB7cD+jG/YCB5839gBEmMElmzpwprFq1quv/HR0dQlBQkPDUU09ZLH/VVVcJF198ca/fpaamCrfddtuw5mlNVVWVAEDYsWNHv2U2bNgguLu7j1xSZ1m7dq2QkJAgubwc2/nuu+8WoqOjBZPJZPHvo93GgiAIAISvv/666/8mk0kICAgQnn322a7fNTQ0CGq1Wvjkk0/6jTPQ44IyZ0v2798vABAKCwv7LTPQfWyoLOV9ww03CJdeeumA4sitrS+99FLh/PPPt1pmpNuaseFk6/0AW+gDCAL3A0YK9wMSaJPrhy32AQSB+wGMWcL9gJHB/YCRwf2ABNrk+sH9AO4HDBbfWS+BXq/HoUOHsHDhwq7fKZVKLFy4EHv27LH4mj179vQqDwCLFi3qt/xIaGxsBAB4eXlZLdfc3Izw8HCEhobi0ksvRUZGxkik1yU7OxtBQUGIiorCihUrUFRU1G9ZubWzXq/HRx99hD//+c9QKBT9lhvtNj5bfn4+KioqerWlu7s7UlNT+23LwRwXw62xsREKhQIeHh5Wyw1kHxsu27dvh5+fH+Li4rBy5UrU1tb2W1ZubV1ZWYkff/wRN910k2hZObQ1Y0M1FvoBttIHALgfMBq4HzCyn0223AcAuB/Axh/uB4ws7geMPO4HcD9gILgfMPx4sF6CmpoadHR0wN/fv9fv/f39UVFRYfE1FRUVAyo/3EwmE1avXo05c+ZgypQp/ZaLi4vDu+++i2+//RYfffQRTCYTZs+ejZKSkhHJMzU1Fe+99x5+/vlnvPbaa8jPz8c555yDpqYmi+Xl1s7ffPMNGhoacOONN/ZbZrTb2JIz7TWQthzMcTGc2tvbcf/99+Oaa66Bm5tbv+UGuo8Nh8WLF+ODDz7A1q1b8fTTT2PHjh1YsmQJOjo6LJaXW1u///77cHV1xeWXX261nBzamjEKtt4PsJU+AMD9gNHC/YCR+2yy9T4AwP0ANv5wP4D7AVJxP4D7AWK4H8D9ACnsRzsBNjJWrVqFEydOiM4PlZaWhrS0tK7/z549G5MmTcIbb7yBJ554YrjTxJIlS7r+PW3aNKSmpiI8PByff/65pG/tRts777yDJUuWICgoqN8yo93GY5HBYMBVV10FQRDw2muvWS0rh33s6quv7vr31KlTMW3aNERHR2P79u1YsGDBiOQwFO+++y5WrFghuhCSHNqaMWY7fQDA9s8b3A8YHbbUD7D1PgDA/QDGbA33A0YO9wNGB/cDRhb3A4Yf31kvgY+PD+zs7FBZWdnr95WVlQgICLD4moCAgAGVH0533nknfvjhB2zbtg0hISEDeq2DgwOSkpKQk5MzTNlZ5+HhgdjY2H7fX07tXFhYiC1btuDmm28e0OtGu40BdLXXQNpyMMfFcDjzwVxYWIjNmzdb/RbdErF9bCRERUXBx8en3xzk0tYAsHPnTmRmZg54Pwfk0daMDYYt9wNsuQ8AcD9gpHA/YPQ+m2ypDwBwP4CNT9wP4H6AFNwPEH/NcOB+wMjifsDI4MF6CVQqFaZPn46tW7d2/c5kMmHr1q29vhHtKS0trVd5ANi8eXO/5YeDIAi488478fXXX+PXX39FZGTkgGN0dHTg+PHjCAwMHIYMxTU3NyM3N7ff95dDO5+xYcMG+Pn54eKLLx7Q60a7jQEgMjISAQEBvdpSq9Vi3759/bblYI4Lamc+mLOzs7FlyxZ4e3sPOIbYPjYSSkpKUFtb228OcmjrM9555x1Mnz4dCQkJA36tHNqascGwxX7AWOgDANwPGCncDxi9zyZb6gMA3A9g4xP3A7gfIAX3A7gfMBjcD2AWjebqtrbk008/FdRqtfDee+8JJ0+eFG699VbBw8NDqKioEARBEK677jrhgQce6Cq/e/duwd7eXvj3v/8tnDp1Sli7dq3g4OAgHD9+fMRyXrlypeDu7i5s375dKC8v7/ppbW3tKnN23o8//riwadMmITc3Vzh06JBw9dVXCxqNRsjIyBiRnO+55x5h+/btQn5+vrB7925h4cKFgo+Pj1BVVWUxXzm0syCYV+MOCwsT7r///j5/k0sbNzU1CUeOHBGOHDkiABCef/554ciRI10rpa9bt07w8PAQvv32W+HYsWPCpZdeKkRGRgptbW1dMc4//3zh5Zdf7vq/2HExnDnr9Xph6dKlQkhIiJCent5rH9fpdP3mLLaPDXfeTU1Nwr333ivs2bNHyM/PF7Zs2SIkJycLEyZMENrb2/vNezTb+ozGxkbByclJeO211yzGGI22Zmyk2Fo/wBb7AILA/YDhxP0As+H+bLLFPoBY3mdwP4CNZ9wPGBncDxg+3A8w437AwPM+g/sBI4cH6wfg5ZdfFsLCwgSVSiXMnDlT2Lt3b9ffzjvvPOGGG27oVf7zzz8XYmNjBZVKJcTHxws//vjjiOYLwOLPhg0b+s179erVXXX09/cXLrroIuHw4cMjlvPy5cuFwMBAQaVSCcHBwcLy5cuFnJycfvMVhNFvZ0EQhE2bNgkAhMzMzD5/k0sbb9u2zeL+cCY3k8kkPPLII4K/v7+gVquFBQsW9KlPeHi4sHbt2l6/s3ZcDGfO+fn5/e7j27Zt6zdnsX1suPNubW0VLrzwQsHX11dwcHAQwsPDhVtuuaXPB62c2vqMN954Q3B0dBQaGhosxhiNtmZsJNlSP8AW+wCCwP2A4cT9ALPh/myyxT6AWN5ncD+AjXfcDxh+3A8YPtwPMON+wMDzPoP7ASNHIQiCYOGGe8YYY4wxxhhjjDHGGGOMjRCes54xxhhjjDHGGGOMMcYYG2U8WM8YY4wxxhhjjDHGGGOMjTIerGeMMcYYY4wxxhhjjDHGRhkP1jPGGGOMMcYYY4wxxhhjo4wH6xljjDHGGGOMMcYYY4yxUcaD9YwxxhhjjDHGGGOMMcbYKOPBesYYY4wxxhhjjDHGGGNslPFgPWOMMcYYY4wxxhhjjDE2yniwnjHGGGOMMcYYY4wxxhgbZTxYzxhjjDHGGGOMMcYYY4yNMh6sZ4wxxhhjjDHGGGOMMcZGGQ/WMzYGtLW1YeLEiZg4cSLa2tq6fl9XV4fAwEDMnj0bHR0do5ghY4wxxoYL9wMYY4yx8Yv7AYyNLTxYz9gY4OjoiPfffx85OTl46KGHun6/atUqNDY24r333oOdnd0oZsgYY4yx4cL9AMYYY2z84n4AY2OL/WgnwBijkZqaivvuuw9PP/00LrvsMlRWVuLTTz/FCy+8gNjY2NFOjzHGGGPDiPsBjDHG2PjF/QDGxg6FIAjCaCfBGKOh1+sxY8YMNDc3o7m5GZMnT8a2bdugUChGOzXGGGOMDTPuBzDGGGPjF/cDGBsbeLCesTHm4MGDSElJgUajwcmTJxEZGTnaKTHGGGNshHA/gDHGGBu/uB/AmO3jOesZG2M2bdoEAGhvb0d2dvYoZ8MYY4yxkcT9AMYYY2z84n4AY7aP76xnbAw5duwYUlJSsGLFCqSnp6OmpgbHjx+Hu7v7aKfGGGOMsWHG/QDGGGNs/OJ+AGNjAw/WMzZGGAwGpKamor6+HseOHUN+fn7XB/W777472ukxxhhjbBhxP4Axxhgbv7gfwNjYwdPgMDZG/POf/0R6ejreffdduLq6Ytq0aXj00UexYcMG/PTTT6OdHmOMMcaGEfcDGGOMsfGL+wGMjR18Zz1jY8Dhw4eRmpqKlStX4qWXXur6fUdHB9LS0lBaWoqMjAx4eHiMXpKMMcYYGxbcD2CMMcbGL+4HMDa28GA9Y4wxxhhjjDHGGGOMMTbKeBocxhhjjDHGGGOMMcYYY2yU8WA9Y4wxxhhjjDHGGGOMMTbKeLCeMcYYY4wxxhhjjDHGGBtlPFjPGGOMMcYYY4wxxhhjjI0yHqxnjDHGGGOMMcYYY4wxxkYZD9YzxhhjjDHGGGOMMcYYY6OMB+sZY4wxxhhjjDHGGGOMsVHGg/WMMcYYY4wxxhhjjDHG2CjjwXrGGGOMMcYYY4wxxhhjbJTxYD1jjDHGGGOMMcYYY4wxNsp4sJ4xxhhjjDHGGGOMMcYYG2U8WM8YY4wxxhhjjDHGGGOMjTIerGeMMcYYY4wxxhhjjDHGRtn/A3smpxkKiWQwAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 5.668793050379847\n", + "FWHM_x = 6.764571998190242 \n", + "\n", + "centroid y = 147.02029148789367\n", + "centroid x = 144.2886804312188\n", + "centroid y subim = 9.020291487893676\n", + "centroid x subim = 9.288680431218802 \n", + "\n", + "amplitude = 2.115277029561246\n", + "theta = -213.74096844154562\n" + ] + } + ], "source": [ "from vip_hci.var import fit_2dgaussian # var is a sub-package with various utility routines\n", "\n", @@ -1632,9 +1745,62 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 41, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 8.660307473401705\n", + "FWHM_x = 8.924782750245273 \n", + "\n", + "centroid y = 147.23911854827043\n", + "centroid x = 144.1526625208313\n", + "centroid y subim = 5.239118548270438\n", + "centroid x subim = 5.152662520831313 \n", + "\n", + "amplitude = 1.1032486182399754\n", + "theta = -23.162856641608577\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 9.544127081132364\n", + "FWHM_x = 10.373896190867667 \n", + "\n", + "centroid y = 147.15558384643563\n", + "centroid x = 144.6347396144857\n", + "centroid y subim = 5.155583846435644\n", + "centroid x subim = 5.6347396144857145 \n", + "\n", + "amplitude = 1.901320547133558\n", + "theta = 313.7354704176627\n" + ] + } + ], "source": [ "fit_xy = np.zeros([cube.shape[0], 2])\n", "fit_fwhm = np.zeros([cube.shape[0], 2])\n", @@ -1665,9 +1831,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 42, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "cols = ['b', 'r']\n", "marks = ['o', '+']\n", @@ -1689,9 +1876,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 43, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New shape: (39, 13, 13)\n", + "Flux in 1xFWHM aperture: \n", + "[22.274 27.988 30.231 32.978 33.926 35.492 36.131 35.786 33.806 32.51\n", + " 33.515 35.477 38.082 40.757 39.925 40.084 42.377 43.566 43.317 43.937\n", + " 43.55 38.84 30.284 26.018 27.192 30.244 34.278 39.913 43.786 46.135\n", + " 48.691 49.838 51.637 53.332 54.734 55.714 56.277 56.607 57.52 ]\n" + ] + } + ], "source": [ "from vip_hci.preproc import cube_crop_frames\n", "\n", @@ -1709,9 +1909,30 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 44, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "%matplotlib inline\n", "plot_frames((cube[0], cube[13], cube[25], cube[-1]))#, backend='bokeh')\n" @@ -1781,7 +2013,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 47, "metadata": {}, "outputs": [], "source": [ @@ -1798,11 +2030,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 48, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "from vip_hci.preproc import cube_recenter_satspots\n", "\n", @@ -1822,9 +2075,890 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New shape: (39, 141, 141)\n" + ] + }, + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.3.4'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.holoviz.org/panel/1.3.8/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + "\ttry {\n", + " inline_js[i].call(root, root.Bokeh);\n", + "\t} catch(e) {\n", + "\t if (!reloading) {\n", + "\t throw e;\n", + "\t }\n", + "\t}\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " if (!reloading && !bokeh_loaded) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.3.4'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = false;\n var Bokeh = root.Bokeh;\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.8/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.8/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.holoviz.org/panel/1.3.8/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n\ttry {\n inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t if (!reloading) {\n\t throw e;\n\t }\n\t}\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif 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\n", + "" + ], + "text/plain": [ + ":DynamicMap [time]\n", + " :Image [x,y] (flux)" + ] + }, + "execution_count": 49, + "metadata": { + "application/vnd.holoviews_exec.v0+json": { + "id": "p1004" + } + }, + "output_type": "execute_result" + } + ], "source": [ "from vip_hci.preproc import cube_crop_frames\n", "\n", @@ -1840,9 +2974,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Median shifts (xy): -1.0926264667514118 -0.9607412976221354\n" + ] + } + ], "source": [ "med_sh_y = np.median(shift_y)\n", "med_sh_x = np.median(shift_x)\n", @@ -1872,7 +3014,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 51, "metadata": {}, "outputs": [], "source": [ @@ -1888,7 +3030,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ @@ -1897,9 +3039,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "%matplotlib inline\n", "plot_frames((mean_fr,mean_fr_hpf))" @@ -1907,9 +3060,137 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 54, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Starting time: 2024-10-25 12:49:42\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "*** Iteration 1/2 ***\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Done 961 radon transform calls distributed in 5 processes\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 34.11740521020697\n", + "FWHM_x = 37.61570302358657 \n", + "\n", + "centroid y = 3.299056965899722\n", + "centroid x = 5.410678330469957\n", + "centroid y subim = 3.299056965899722\n", + "centroid x subim = 5.410678330469957 \n", + "\n", + "amplitude = 10.965888765680017\n", + "theta = 296.92156225377136\n", + "Cost function max: 17.969803106264095\n", + "Finished grid search radon optimization: dy=-1.170, dx=-0.959\n", + "Running time: 0:00:04.432643\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "*** Iteration 2/2 ***\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Done 900 radon transform calls distributed in 5 processes\n" + ] + }, + { + "data": { + "image/png": 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 40.27337807592116\n", + "FWHM_x = 27.4131389387971 \n", + "\n", + "centroid y = 16.43874652285045\n", + "centroid x = 13.64927926121357\n", + "centroid y subim = 16.43874652285045\n", + "centroid x subim = 13.64927926121357 \n", + "\n", + "amplitude = 6.102205077002089\n", + "theta = -484.20916153012496\n", + "Cost function max: 18.357497701647844\n", + "Finished grid search radon optimization: dy=0.108, dx=-0.101\n", + "Running time: 0:00:08.790242\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Star (x,y) location: 97.94, 97.94\n", + "Final (x,y) shifts: -1.06, -1.06\n" + ] + } + ], "source": [ "from vip_hci.preproc import frame_center_radon\n", "\n", @@ -1934,9 +3215,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimated star coordinates (xy): 97.939763777638 97.93781168580375\n", + "Estimated shifts (xy): 1.0602362223619934 1.0621883141962485\n" + ] + } + ], "source": [ "from vip_hci.var import frame_center\n", "\n", @@ -1971,7 +3261,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, "outputs": [], "source": [ @@ -1983,9 +3273,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot_frames((cube[0], cube[15], cube[-1]))" ] @@ -2019,9 +3320,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 58, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FITS HDU-0 data successfully loaded. Data shape: (400, 64, 64)\n", + "FITS HDU-0 data successfully loaded. Data shape: (400,)\n" + ] + } + ], "source": [ "from vip_hci.fits import open_fits\n", "\n", @@ -2055,11 +3365,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 59, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "mean_fr = np.mean(cube,axis=0)\n", "plot_frames(mean_fr)" @@ -2110,9 +3442,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 61, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FWHM_y = 5.217311898193579\n", + "FWHM_x = 6.022751690913999 \n", + "\n", + "centroid y = 34.549492809840224\n", + "centroid x = 31.548242548462397\n", + "centroid y subim = 12.549492809840226\n", + "centroid x subim = 8.548242548462397 \n", + "\n", + "amplitude = 4364.445747984314\n", + "theta = 118.89208918114223\n" + ] + } + ], "source": [ "mean_y, mean_x = fit_2dgaussian(mean_fr, crop=True, cent=(33,32), cropsize=20, threshold=True, \n", " sigfactor=5, full_output=False, debug=True)" @@ -2127,9 +3486,120 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING: `size` is odd while input frame size is even. Make sure the center coordinates are set properly\n", + "New shape: (400, 21, 21)\n", + "Mean FWHM per channel: \n", + "[6.585 6.606 6.59 6.593 6.579 6.58 6.594 6.583 6.598 6.591 6.593 6.593\n", + " 6.593 6.602 6.588 6.6 6.595 6.61 6.593 6.593 6.602 6.584 6.595 6.606\n", + " 6.603 6.598 6.593 6.613 6.593 6.604 6.613 6.61 6.608 6.595 6.609 6.608\n", + " 6.594 6.616 6.608 6.625 6.592 6.619 6.625 6.604 6.629 6.605 6.615 6.606\n", + " 6.618 6.633 6.602 6.637 6.62 6.636 6.619 6.629 6.619 6.613 6.633 6.615\n", + " 6.624 6.634 6.62 6.63 6.618 6.626 6.628 6.621 6.629 6.62 6.631 6.635\n", + " 6.627 6.634 6.636 6.629 6.64 6.646 6.646 6.629 6.631 6.633 6.639 6.647\n", + " 6.633 6.644 6.645 6.64 6.637 6.627 6.637 6.639 6.638 6.656 6.633 6.663\n", + " 6.651 6.641 6.652 6.637 6.656 6.647 6.66 6.64 6.633 6.659 6.667 6.66\n", + " 6.654 6.65 6.66 6.652 6.663 6.652 6.655 6.664 6.666 6.664 6.649 6.659\n", + " 6.667 6.657 6.662 6.667 6.668 6.675 6.678 6.669 6.668 6.657 6.661 6.666\n", + " 6.675 6.663 6.677 6.671 6.68 6.661 6.665 6.678 6.676 6.675 6.676 6.683\n", + " 6.669 6.697 6.686 6.687 6.677 6.675 6.68 6.691 6.689 6.698 6.678 6.702\n", + " 6.679 6.706 6.676 6.696 6.697 6.681 6.694 6.685 6.695 6.693 6.691 6.704\n", + " 6.678 6.714 6.695 6.691 6.689 6.698 6.708 6.698 6.711 6.707 6.71 6.714\n", + " 6.706 6.706 6.71 6.697 6.709 6.701 6.699 6.715 6.697 6.737 6.694 6.701\n", + " 6.724 6.715 6.716 6.725 6.688 6.714 6.661 6.73 6.714 6.711 6.71 6.709\n", + " 6.729 6.744 6.711 6.717 6.733 6.716 6.734 6.721 6.721 6.715 6.732 6.743\n", + " 6.735 6.723 6.733 6.724 6.701 6.758 6.717 6.737 6.753 6.706 6.746 6.735\n", + " 6.698 6.803 6.714 6.761 6.72 6.745 6.729 6.753 6.707 6.755 6.727 6.717\n", + " 6.746 6.752 6.723 6.736 6.787 6.737 6.753 6.755 6.754 6.73 6.753 6.747\n", + " 6.749 6.769 6.747 6.79 6.723 6.731 6.77 6.759 6.754 6.765 6.774 6.786\n", + " 6.718 6.763 6.797 6.733 6.778 6.775 6.736 6.82 6.743 6.76 6.798 6.736\n", + " 6.791 6.766 6.779 6.781 6.739 6.831 6.771 6.759 6.785 6.785 6.776 6.79\n", + " 6.787 6.752 6.792 6.766 6.788 6.788 6.765 6.843 6.776 6.784 6.794 6.76\n", + " 6.82 6.806 6.775 6.773 6.788 6.801 6.816 6.755 6.82 6.821 6.784 6.825\n", + " 6.798 6.807 6.801 6.753 6.866 6.79 6.739 6.872 6.889 6.766 6.81 6.769\n", + " 6.817 6.849 6.861 6.764 6.824 6.813 6.816 6.828 6.808 6.806 6.827 6.851\n", + " 6.773 6.836 6.803 6.848 6.788 6.829 6.803 6.815 6.807 6.812 6.824 6.813\n", + " 6.82 6.808 6.799 6.823 6.803 6.791 6.881 6.813 6.812 6.82 6.95 6.794\n", + " 6.947 6.826 6.843 6.822 6.834 6.837 6.823 6.847 6.826 6.848 6.851 6.82\n", + " 6.871 6.834 6.825 6.843 6.82 6.825 6.936 6.789 6.91 6.846 6.846 6.872\n", + " 6.868 6.832 6.868 6.789 6.965 6.744 6.968 6.801 6.907 6.83 6.886 6.872\n", + " 6.839 6.944 6.804 6.875]\n", + "Flux in 1xFWHM aperture: \n", + "[ 97417.897 96158.095 99477.392 99980.111 101012.75 102160.009\n", + " 102327.941 100876.521 99430.314 96506.986 94799.241 93850.152\n", + " 97207.058 100849.865 98795.688 98721.071 97208.779 97217.461\n", + " 101196.746 103418.775 103840.653 102992.356 101202.656 97581.807\n", + " 92367.592 94260.867 100415.719 99966.605 98775.974 102310.906\n", + " 101998.077 99730.954 97060.392 100745.204 102142.219 103102.846\n", + " 102442.581 98402.309 91359.16 91201.706 96375.254 96832.811\n", + " 100313.118 102635.485 103231.796 104882.547 105326.438 104920.783\n", + " 98736.602 98088.361 102191.852 103086.395 97680.572 91897.172\n", + " 96878.086 95341.515 100560.258 100014.97 99115.301 103641.625\n", + " 103711.981 104203.675 104147.908 103728.275 104436.253 102236.566\n", + " 94421.961 91719.383 97760.464 100412.619 101628.323 99694.183\n", + " 97432.835 101488.487 101099.085 99479.393 99139.705 95871.373\n", + " 94062.676 94399.372 98718.89 102718.613 104155.191 99507.662\n", + " 93557.162 95277.736 97254.074 95598.296 93553.365 97247.918\n", + " 101736.758 101622.904 100506.192 100821.195 96896.727 94903.447\n", + " 95606.472 98263.131 100240.81 101014.014 101388.338 101893.501\n", + " 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and 2 corrected.\n", + "************Frame # 388 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "4 bpix in total, and 4 corrected.\n", + "************Frame # 389 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "5 bpix in total, and 5 corrected.\n", + "************Frame # 390 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "2 bpix in total, and 2 corrected.\n", + "************Frame # 391 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "2 bpix in total, and 2 corrected.\n", + "************Frame # 392 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "0 bpix in total, and 0 corrected.\n", + "************Frame # 393 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "0 bpix in total, and 0 corrected.\n", + "************Frame # 394 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "2 bpix in total, and 2 corrected.\n", + "************Frame # 395 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "3 bpix in total, and 3 corrected.\n", + "************Frame # 396 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "2 bpix in total, and 2 corrected.\n", + "************Frame # 397 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "3 bpix in total, and 3 corrected.\n", + "************Frame # 398 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "2 bpix in total, and 2 corrected.\n", + "************Frame # 399 *************\n", + "centroid assumed at coords: 31.0 35.0\n", + "0 bpix in total, and 0 corrected.\n" + ] + } + ], "source": [ "from vip_hci.preproc import cube_fix_badpix_annuli\n", "\n", @@ -3554,9 +6231,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 66, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "%matplotlib inline\n", "plot_frames((np.sum(bpm_mask,axis=0), annuli[0]))" @@ -3571,9 +6259,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 67, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "idx = 236\n", "plot_frames((cube[idx], cube_corr[idx]), \n", @@ -3589,7 +6288,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 68, "metadata": {}, "outputs": [], "source": [ @@ -3610,9 +6309,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 69, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "idx = 236\n", "plot_frames((cube[idx], cube_corr[idx]), \n", @@ -3642,7 +6352,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 70, "metadata": {}, "outputs": [], "source": [ @@ -3665,9 +6375,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 71, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Cube successfully rescaled\n", + "New shape: (400, 64, 64)\n" + ] + } + ], "source": [ "from vip_hci.preproc import cube_px_resampling\n", "\n", @@ -3700,9 +6419,48 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 72, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "Starting time: 2024-10-25 13:20:15\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n", + "2d gauss-fitting\n", + "frames\n", + "0% [##############################] 100% | ETA: 00:00:00\n", + "Total time elapsed: 00:00:01\n", + "Shifting\n", + "0% [##############################] 100% | ETA: 00:00:00\n", + "Total time elapsed: 00:00:00\n", + "Running time: 0:00:01.201044\n", + "――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――――\n" + ] + }, + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "from vip_hci.preproc import cube_recenter_2dfit\n", "\n", @@ -3724,9 +6482,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 73, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "plot_frames((cube_corr[0], cube_corr[200], cube_corr[-1],\n", " cube_cen[0], cube_cen[200], cube_cen[-1]), rows=2)" diff --git a/tests/pre_3_10/test_metrics_contrcurve.py b/tests/pre_3_10/test_metrics_contrcurve.py index f882b1dc..10bd5258 100644 --- a/tests/pre_3_10/test_metrics_contrcurve.py +++ b/tests/pre_3_10/test_metrics_contrcurve.py @@ -8,7 +8,7 @@ from tests.helpers import fixture from tests.helpers import np from vip_hci.config import VLT_NACO -from vip_hci.fm.utils_negfc import cube_planet_free +from vip_hci.fm import cube_planet_free from vip_hci.fm.utils_negfc import find_nearest from vip_hci.metrics import contrast_curve from vip_hci.preproc import frame_crop diff --git a/vip_hci/__init__.py b/vip_hci/__init__.py index 120f708a..db5be97f 100644 --- a/vip_hci/__init__.py +++ b/vip_hci/__init__.py @@ -1,4 +1,4 @@ -__version__ = "1.6.2" +__version__ = "1.6.4" from . import preproc from . import config diff --git a/vip_hci/fm/fakecomp.py b/vip_hci/fm/fakecomp.py index 9eb28492..7ca7e8b4 100644 --- a/vip_hci/fm/fakecomp.py +++ b/vip_hci/fm/fakecomp.py @@ -6,7 +6,8 @@ 'normalize_psf', 'cube_inject_companions', 'generate_cube_copies_with_injections', - 'frame_inject_companion'] + 'frame_inject_companion', + 'cube_planet_free'] from multiprocessing import cpu_count import numpy as np @@ -810,3 +811,85 @@ def psf_norm_2d(psf, fwhm, threshold, mask_core, full_output, verbose): msg += " ``vip_hci.preproc.cube_collapse`` first, or loop on the " msg += "temporal axis." raise ValueError(msg.format(array.shape[0])) + + +def cube_planet_free(planet_parameter, cube, angs, psfn, imlib='vip-fft', + interpolation='lanczos4', transmission=None): + """Return a cube in which we have injected negative fake companion at the\ + position/flux given by planet_parameter. + + Parameters + ---------- + planet_parameter: numpy.array or list or tuple + The (r, theta, flux) for all known companions. For a 3D cube, this + parameter must have a shape (n_pl,3) or (3,) -- the latter case assumes + a single planet in the data. For a 4d cube r, theta and flux + must all be 1d arrays with length equal to cube.shape[0]; i.e. + planet_parameter should have shape: (n_pl,3,n_ch). + cube: numpy ndarray + The cube of fits images expressed as a numpy.array. + angs: numpy ndarray + The parallactic angle fits image expressed as a numpy.array. + psfn: 2d or 3d numpy ndarray + The normalized psf expressed as a numpy ndarray. Can be 3d for a 4d + (spectral+ADI) input cube. + imlib : str, optional + See the documentation of the ``vip_hci.preproc.frame_rotate`` function. + interpolation : str, optional + See the documentation of the ``vip_hci.preproc.frame_rotate`` function. + transmission: numpy array, optional + Radial transmission of the coronagraph, if any. Array with either + 2 x n_rad, 1+n_ch x n_rad columns. The first column should contain the + radial separation in pixels, while the other column(s) are the + corresponding off-axis transmission (between 0 and 1), for either all, + or each spectral channel (only relevant for a 4D input cube). + + Returns + ------- + cpf : numpy.array + The cube with negative companions injected at the position given in + planet_parameter. + + """ + cpf = np.zeros_like(cube) + + # unify planet_parameter format + planet_parameter = np.array(planet_parameter) + cond1 = cube.ndim == 3 and planet_parameter.ndim < 2 + cond2 = cube.ndim == 4 and planet_parameter.ndim < 3 + if cond1 or cond2: + planet_parameter = planet_parameter[np.newaxis, :] + + if cube.ndim == 4: + if planet_parameter.shape[2] != cube.shape[0]: + raise TypeError("Input planet parameter with wrong dimensions.") + + for i in range(planet_parameter.shape[0]): + if i == 0: + cube_temp = cube + else: + cube_temp = cpf + + if cube.ndim == 4: + for j in range(cube.shape[0]): + flevel = -planet_parameter[i, 2, j] + r = planet_parameter[i, 0, j] + theta = planet_parameter[i, 1, j] + cpf[j] = cube_inject_companions(cube_temp[j], psfn[j], angs, + flevel=flevel, + rad_dists=[r], + n_branches=1, + theta=theta, + imlib=imlib, + interpolation=interpolation, + verbose=False, + transmission=transmission) + else: + cpf = cube_inject_companions(cube_temp, psfn, angs, n_branches=1, + flevel=-planet_parameter[i, 2], + rad_dists=[planet_parameter[i, 0]], + theta=planet_parameter[i, 1], + imlib=imlib, verbose=False, + interpolation=interpolation, + transmission=transmission) + return cpf diff --git a/vip_hci/fm/negfc_fmerit.py b/vip_hci/fm/negfc_fmerit.py index 88278007..a3b20524 100644 --- a/vip_hci/fm/negfc_fmerit.py +++ b/vip_hci/fm/negfc_fmerit.py @@ -7,7 +7,7 @@ import numpy as np from hciplot import plot_frames from skimage.draw import disk -from ..fm import cube_inject_companions +from ..fm import cube_inject_companions, cube_planet_free from ..var import (frame_center, get_annular_wedge, cube_filter_highpass, get_annulus_segments) from ..psfsub import pca_annulus, pca_annular, nmf_annular, pca @@ -39,6 +39,7 @@ def chisquare( weights=None, force_rPA=False, ndet=None, + bin_spec=False, debug=False, ): r""" @@ -118,7 +119,7 @@ def chisquare( reliable in presence of strong residual speckle noise. ``hessian`` is expected to be more reliable in presence of extended signals around the companion location. - collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, optional + collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, opt Sets the way of collapsing the frames for producing a final image. If None then the cube of residuals is used when measuring the function of merit (instead of a single final frame). @@ -165,6 +166,10 @@ def chisquare( pixel(s) around the subpixel coordinates of the first guess location are considered. The figure of merit is the absolute sum of the determinants. If None, ndet is determined automatically to be max(1, round(fwhm/2)). + bin_spec: bool, optional + [only used if cube is 4D] Whether to collapse the spectral dimension + (i.e. estimate a single binned flux) instead of estimating the flux in + each spectral channel. debug: bool, opt Whether to debug and plot the post-processed frame after injection of the negative fake companion. @@ -174,7 +179,7 @@ def chisquare( The reduced chi squared. """ - if cube.ndim == 3: + if cube.ndim == 3 or (cube.ndim == 4 and bin_spec): if force_rPA: r, theta = initialState flux_tmp = modelParameters[0] @@ -346,7 +351,7 @@ def get_values_optimize( weights=None, full_output=False, ): - """Extracts a PCA-ed annulus from the cube and returns the flux values of + """Extract a PCA-ed annulus from the cube and returns the flux values of\ the pixels included in a circular aperture centered at a given position. Parameters @@ -406,7 +411,7 @@ def get_values_optimize( See the documentation of the ``vip_hci.preproc.frame_rotate`` function. interpolation : str, optional See the documentation of the ``vip_hci.preproc.frame_rotate`` function. - collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, optional + collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, opt Sets the way of collapsing the frames for producing a final image. If None then the cube of residuals is returned. algo_options: dict, opt @@ -432,30 +437,33 @@ def get_values_optimize( [full_output=True & collapse!= None] The post-processed image. """ - centy_fr, centx_fr = frame_center(cube[0]) - posy = r_guess * np.sin(np.deg2rad(theta_guess)) + centy_fr - posx = r_guess * np.cos(np.deg2rad(theta_guess)) + centx_fr + ceny_fr, cenx_fr = frame_center(cube[0]) + posy = r_guess * np.sin(np.deg2rad(theta_guess)) + ceny_fr + posx = r_guess * np.cos(np.deg2rad(theta_guess)) + cenx_fr halfw = max(aperture_radius * fwhm, annulus_width / 2) # Checking annulus/aperture sizes. Assuming square frames msg = "The annulus and/or the circular aperture used by the NegFC falls " msg += "outside the FOV. Try increasing the size of your frames or " - msg += "decreasing the annulus or aperture size." - msg += "rguess: {:.0f}px; centx_fr: {:.0f}px".format(r_guess, centx_fr) - msg += "halfw: {:.0f}px".format(halfw) - if r_guess > centx_fr - halfw: # or r_guess <= halfw: + msg += "decreasing the annulus or aperture size. " + msg += "r_guess: {:.1f}px; half xy dim: {:.1f}px; ".format(r_guess, cenx_fr) + msg += "Aperture radius: {:.1f}px ".format(aperture_radius * fwhm) + msg += "Annulus half width: {:.1f}px".format(annulus_width / 2) + if r_guess > cenx_fr - halfw: # or r_guess <= halfw: raise RuntimeError(msg) - ncomp = algo_options.get("ncomp", ncomp) - svd_mode = algo_options.get("svd_mode", svd_mode) - scaling = algo_options.get("scaling", scaling) - imlib = algo_options.get("imlib", imlib) - interpolation = algo_options.get("interpolation", interpolation) - collapse = algo_options.get("collapse", collapse) - collapse_ifs = algo_options.get("collapse_ifs", "absmean") - nproc = algo_options.get("nproc", 1) + algo_opt_copy = algo_options.copy() + ncomp = algo_opt_copy.pop("ncomp", ncomp) + svd_mode = algo_opt_copy.pop("svd_mode", svd_mode) + scaling = algo_opt_copy.pop("scaling", scaling) + imlib = algo_opt_copy.pop("imlib", imlib) + interpolation = algo_opt_copy.pop("interpolation", interpolation) + collapse = algo_opt_copy.pop("collapse", collapse) + collapse_ifs = algo_opt_copy.pop("collapse_ifs", "absmean") + nproc = algo_opt_copy.pop("nproc", 1) + verbose = algo_opt_copy.pop("verbose", False) if algo == pca: - mask_rdi = algo_options.get("mask_rdi", None) + mask_rdi = algo_opt_copy.pop("mask_rdi", None) if algo == pca_annulus: res = pca_annulus( @@ -472,15 +480,16 @@ def get_values_optimize( collapse=collapse, collapse_ifs=collapse_ifs, weights=weights, - nproc=nproc + nproc=nproc, + **algo_opt_copy, ) elif algo == pca_annular or algo == nmf_annular: - tol = algo_options.get("tol", 1e-1) - min_frames_lib = algo_options.get("min_frames_lib", 2) - max_frames_lib = algo_options.get("max_frames_lib", 200) + tol = algo_opt_copy.pop("tol", 1e-1) + min_frames_lib = algo_opt_copy.pop("min_frames_lib", 2) + max_frames_lib = algo_opt_copy.pop("max_frames_lib", 200) radius_int = max(1, int(np.floor(r_guess - annulus_width / 2))) - radius_int = algo_options.get("radius_int", radius_int) + radius_int = algo_opt_copy.pop("radius_int", radius_int) # crop cube to just be larger than annulus => FASTER PCA crop_sz = int(2 * np.ceil(radius_int + annulus_width + 1)) if not crop_sz % 2: @@ -513,7 +522,8 @@ def get_values_optimize( min_frames_lib=min_frames_lib, max_frames_lib=max_frames_lib, full_output=False, - verbose=False, + verbose=verbose, + **algo_opt_copy, ) else: res_tmp = algo( @@ -534,14 +544,15 @@ def get_values_optimize( min_frames_lib=min_frames_lib, max_frames_lib=max_frames_lib, full_output=False, - verbose=False, + verbose=verbose, + **algo_opt_copy, ) # pad again now res = np.pad(res_tmp, pad, mode="constant", constant_values=0) elif algo == pca: - scale_list = algo_options.get("scale_list", None) - ifs_collapse_range = algo_options.get("ifs_collapse_range", "all") + scale_list = algo_opt_copy.pop("scale_list", None) + ifs_collapse_range = algo_opt_copy.pop("ifs_collapse_range", "all") res = pca( cube=cube, angle_list=angs, @@ -558,7 +569,8 @@ def get_values_optimize( nproc=nproc, weights=weights, mask_rdi=mask_rdi, - verbose=False, + verbose=verbose, + **algo_opt_copy, ) else: res = algo(cube=cube, angle_list=angs, **algo_options) @@ -596,29 +608,14 @@ def get_values_optimize( return values -def get_mu_and_sigma( - cube, - angs, - ncomp, - annulus_width, - aperture_radius, - fwhm, - r_guess, - theta_guess, - cube_ref=None, - wedge=None, - svd_mode="lapack", - scaling=None, - algo=pca_annulus, - delta_rot=1, - imlib="vip-fft", - interpolation="lanczos4", - collapse="median", - weights=None, - algo_options={}, -): - """Extracts the mean and standard deviation of pixel intensities in an - annulus of the PCA-ADI image obtained with 'algo', in the part of a defined +def get_mu_and_sigma(cube, angs, ncomp, annulus_width, aperture_radius, fwhm, + r_guess, theta_guess, f_guess=None, psfn=None, + cube_ref=None, wedge=None, svd_mode="lapack", scaling=None, + algo=pca_annulus, delta_rot=1, imlib="vip-fft", + interpolation="lanczos4", collapse="median", weights=None, + algo_options={}, bin_spec=False): + """Extract the mean and standard deviation of pixel intensities in an\ + annulus of the PCA-ADI image obtained with 'algo', in the part of a defined\ wedge that is not overlapping with PA_pl+-delta_PA. Parameters @@ -643,6 +640,10 @@ def get_mu_and_sigma( The angular position of the center of the circular aperture. This parameter is NOT the angular position of the candidate associated to the Markov chain, but should be the fixed initial guess. + f_guess: float, optional + The flux estimate for the companion. + psfn: 2D or 3D numpy ndarray, optional + Normalized psf used to remove the companion if f_guess is provided. cube_ref : numpy ndarray, 3d, optional Reference library cube. For Reference Star Differential Imaging. wedge: tuple, opt @@ -686,7 +687,7 @@ def get_mu_and_sigma( See the documentation of the ``vip_hci.preproc.frame_rotate`` function. interpolation : str, optional See the documentation of the ``vip_hci.preproc.frame_rotate`` function. - collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, optional + collapse : {'median', 'mean', 'sum', 'trimmean', None}, str or None, opt Sets the way of collapsing the frames for producing a final image. If None then the cube of residuals is returned. weights: 1d numpy array or list, optional @@ -700,6 +701,10 @@ def get_mu_and_sigma( scaling, imlib, interpolation or collapse can also be included in this dict (the latter are also kept as function arguments for consistency with older versions of vip). + bin_spec: bool, optional + [only used if cube is 4D] Whether to collapse the spectral dimension + (i.e. estimate a single binned flux) instead of estimating the flux in + each spectral channel. Returns ------- @@ -707,12 +712,24 @@ def get_mu_and_sigma( The pixel values in the circular aperture after the PCA process. """ - centy_fr, centx_fr = frame_center(cube[0]) + if f_guess is not None and psfn is not None: + planet_parameter = (r_guess, theta_guess, f_guess) + array = cube_planet_free(planet_parameter, cube, angs, psfn, + imlib=imlib, interpolation=interpolation, + transmission=None) + else: + msg = "WARNING: f_guess not provided. The companion will not be " + msg += "removed from the cube before estimating mu and sigma. " + msg += "A wedge will be used" + print(msg) + array = cube.copy() + + centy_fr, centx_fr = frame_center(array[0]) halfw = max(aperture_radius * fwhm, annulus_width / 2) # Checking annulus/aperture sizes. Assuming square frames - msg = "The annulus and/or the circular aperture used by the NegFC falls " - msg += "outside the FOV. Try increasing the size of your frames or " + msg = "The annulus and/or the circular aperture used by the NegFC falls" + msg += " outside the FOV. Try increasing the size of your frames or " msg += "decreasing the annulus or aperture size." msg += "rguess: {:.0f}px; centx_fr: {:.0f}px".format(r_guess, centx_fr) msg += "halfw: {:.0f}px".format(halfw) @@ -737,18 +754,18 @@ def get_mu_and_sigma( hp_kernel = algo_options.get("hp_kernel", None) if hp_filter is not None: if "median" in hp_filter: - cube = cube_filter_highpass(cube, mode=hp_filter, - median_size=hp_kernel) + array = cube_filter_highpass(array, mode=hp_filter, + median_size=hp_kernel) elif "gauss" in hp_filter: - cube = cube_filter_highpass(cube, mode=hp_filter, - fwhm_size=hp_kernel) + array = cube_filter_highpass(array, mode=hp_filter, + fwhm_size=hp_kernel) else: - cube = cube_filter_highpass(cube, mode=hp_filter, - kernel_size=hp_kernel) + array = cube_filter_highpass(array, mode=hp_filter, + kernel_size=hp_kernel) if algo == pca_annulus: pca_res = pca_annulus( - cube, + array, angs, ncomp, annulus_width, @@ -761,20 +778,21 @@ def get_mu_and_sigma( collapse=collapse, weights=weights, ) - pca_res_inv = pca_annulus( - cube, - -angs, - ncomp, - annulus_width, - r_guess, - cube_ref, - svd_mode, - scaling, - imlib=imlib, - interpolation=interpolation, - collapse=collapse, - weights=weights, - ) + if f_guess is not None and psfn is not None: + pca_res_inv = pca_annulus( + array, + -angs, + ncomp, + annulus_width, + r_guess, + cube_ref, + svd_mode, + scaling, + imlib=imlib, + interpolation=interpolation, + collapse=collapse, + weights=weights, + ) elif algo == pca_annular: tol = algo_options.get("tol", 1e-1) @@ -785,12 +803,12 @@ def get_mu_and_sigma( crop_sz = int(2 * np.ceil(radius_int + annulus_width + 1)) if not crop_sz % 2: crop_sz += 1 - if crop_sz < cube.shape[1] and crop_sz < cube.shape[2]: - pad = int((cube.shape[1] - crop_sz) / 2) - crop_cube = cube_crop_frames(cube, crop_sz, verbose=False) + if crop_sz < array.shape[1] and crop_sz < array.shape[2]: + pad = int((array.shape[1] - crop_sz) / 2) + crop_cube = cube_crop_frames(array, crop_sz, verbose=False) else: pad = 0 - crop_cube = cube + crop_cube = array pca_res_tmp = pca_annular( cube=crop_cube, @@ -813,31 +831,34 @@ def get_mu_and_sigma( verbose=False, weights=weights, ) - pca_res_tinv = pca_annular( - cube=crop_cube, - angle_list=-angs, - radius_int=radius_int, - fwhm=fwhm, - asize=annulus_width, - delta_rot=delta_rot, - ncomp=ncomp, - svd_mode=svd_mode, - scaling=scaling, - imlib=imlib, - interpolation=interpolation, - collapse=collapse, - tol=tol, - nproc=nproc, - min_frames_lib=min_frames_lib, - max_frames_lib=max_frames_lib, - full_output=False, - verbose=False, - weights=weights, - ) # pad again now - pca_res = np.pad(pca_res_tmp, pad, mode="constant", constant_values=0) - pca_res_inv = np.pad(pca_res_tinv, pad, mode="constant", - constant_values=0) + pca_res = np.pad(pca_res_tmp, pad, mode="constant", + constant_values=0) + + if f_guess is not None and psfn is not None: + pca_res_tinv = pca_annular( + cube=crop_cube, + angle_list=-angs, + radius_int=radius_int, + fwhm=fwhm, + asize=annulus_width, + delta_rot=delta_rot, + ncomp=ncomp, + svd_mode=svd_mode, + scaling=scaling, + imlib=imlib, + interpolation=interpolation, + collapse=collapse, + tol=tol, + nproc=nproc, + min_frames_lib=min_frames_lib, + max_frames_lib=max_frames_lib, + full_output=False, + verbose=False, + weights=weights, + ) + pca_res_inv = np.pad(pca_res_tinv, pad, mode="constant", + constant_values=0) elif algo == pca: scale_list = algo_options.get("scale_list", None) @@ -845,7 +866,7 @@ def get_mu_and_sigma( nproc = algo_options.get("nproc", 1) pca_res = pca( - cube=cube, + cube=array, angle_list=angs, cube_ref=cube_ref, scale_list=scale_list, @@ -860,29 +881,36 @@ def get_mu_and_sigma( weights=weights, verbose=False, ) - pca_res_inv = pca( - cube=cube, - angle_list=-angs, - cube_ref=cube_ref, - scale_list=scale_list, - ncomp=ncomp, - svd_mode=svd_mode, - scaling=scaling, - imlib=imlib, - interpolation=interpolation, - collapse=collapse, - ifs_collapse_range=ifs_collapse_range, - nproc=nproc, - weights=weights, - verbose=False, - ) + if f_guess is not None and psfn is not None: + pca_res_inv = pca( + cube=array, + angle_list=-angs, + cube_ref=cube_ref, + scale_list=scale_list, + ncomp=ncomp, + svd_mode=svd_mode, + scaling=scaling, + imlib=imlib, + interpolation=interpolation, + collapse=collapse, + ifs_collapse_range=ifs_collapse_range, + nproc=nproc, + weights=weights, + verbose=False, + ) else: algo_args = algo_options - pca_res = algo(cube=cube, angle_list=angs, **algo_args) - pca_res_inv = algo(cube=cube, angle_list=-angs, **algo_args) + pca_res = algo(cube=array, angle_list=angs, **algo_args) + if f_guess is not None and psfn is not None: + pca_res_inv = algo(cube=array, angle_list=-angs, **algo_args) - if wedge is None: + if f_guess is not None and psfn is not None: + if wedge is None: + wedge = (0, 360) + else: + wedge = wedge + elif wedge is None: delta_theta = np.amax(angs) - np.amin(angs) if delta_theta > 120: delta_theta = 120 # if too much rotation, be less conservative @@ -890,27 +918,34 @@ def get_mu_and_sigma( theta_ini = (theta_guess + delta_theta) % 360 theta_fin = theta_ini + (360 - 2 * delta_theta) wedge = (theta_ini, theta_fin) - elif len(wedge) == 2: - if wedge[0] > wedge[1]: - msg = "2nd value of wedge smaller than first one => 360 was added" - print(msg) - wedge = (wedge[0], wedge[1] + 360) - else: - raise TypeError("Wedge should have exactly 2 values") + if wedge is not None: + if len(wedge) == 2: + if wedge[0] > wedge[1]: + msg = "2nd value of wedge smaller than first one => +360" + print(msg) + wedge = (wedge[0], wedge[1] + 360) + else: + raise TypeError("Wedge should have exactly 2 values") - # annulus should encompass the companion location for accurate mu and sigma + # annulus to estimate mu & sigma should encompass the companion location indices = get_annular_wedge(pca_res, inner_radius=radius_int, - width=min(annulus_width, 2 * fwhm), wedge=wedge) + width=min(annulus_width, 2 * fwhm), + wedge=wedge) yy, xx = indices - indices_inv = get_annular_wedge(pca_res_inv, inner_radius=radius_int, - width=min(annulus_width, 2 * fwhm), wedge=wedge) - yyi, xxi = indices_inv - all_res = np.concatenate((pca_res[yy, xx], pca_res_inv[yyi, xxi])) + if f_guess is not None and psfn is not None: + indices_inv = get_annular_wedge(pca_res_inv, + inner_radius=radius_int, + width=min(annulus_width, 2 * fwhm)) + yyi, xxi = indices_inv + all_res = np.concatenate((pca_res[yy, xx], pca_res_inv[yyi, xxi])) + npx = len(yy) + len(yyi) + else: + all_res = pca_res[yy, xx] + npx = len(yy) mu = np.nanmean(all_res) all_res -= mu - npx = len(yy) + len(yyi) area = np.pi * (fwhm / 2) ** 2 - ddof = min(int(npx * (1.0 - (1.0 / area))) + 1, npx - 1) + ddof = min(int(npx * (1.0 - (1.0 / area))), npx - 1) sigma = np.nanstd(all_res, ddof=ddof) return mu, sigma diff --git a/vip_hci/fm/negfc_mcmc.py b/vip_hci/fm/negfc_mcmc.py index 82bb4c62..fe0b6955 100644 --- a/vip_hci/fm/negfc_mcmc.py +++ b/vip_hci/fm/negfc_mcmc.py @@ -833,11 +833,11 @@ def mcmc_negfc_sampling(cube, angs, psfn, initial_state, algo=pca_annulus, mu_sig = get_mu_and_sigma(cube, angs, ncomp, annulus_width, aperture_radius, fwhm, initial_state[0], initial_state[1], - cube_ref=cube_ref, wedge=wedge, svd_mode=svd_mode, - scaling=scaling, algo=algo, delta_rot=delta_rot, - imlib=imlib_rot, interpolation=interpolation, - collapse=collapse, weights=norm_weights, - algo_options=algo_options) + initial_state[2], psfn, cube_ref=cube_ref, + wedge=wedge, svd_mode=svd_mode, scaling=scaling, + algo=algo, delta_rot=delta_rot, imlib=imlib_rot, + interpolation=interpolation, collapse=collapse, + weights=norm_weights, algo_options=algo_options) # Measure mu and sigma once in the annulus (instead of each MCMC step) if isinstance(mu_sigma, tuple): diff --git a/vip_hci/fm/negfc_nested.py b/vip_hci/fm/negfc_nested.py index 530d2f6b..dc603f98 100644 --- a/vip_hci/fm/negfc_nested.py +++ b/vip_hci/fm/negfc_nested.py @@ -243,10 +243,10 @@ def nested_negfc_sampling(init, cube, angs, psfn, fwhm, mu_sigma=True, # calculate mu_sigma mu_sig = get_mu_and_sigma(cube, angs, ncomp, annulus_width, aperture_radius, - fwhm, init[0], init[1], cube_ref=cube_ref, - svd_mode=svd_mode, scaling=scaling, algo=algo, - delta_rot=delta_rot, collapse=collapse, - algo_options=algo_options) + fwhm, init[0], init[1], init[2], psfn, + cube_ref=cube_ref, svd_mode=svd_mode, + scaling=scaling, algo=algo, delta_rot=delta_rot, + collapse=collapse, algo_options=algo_options) # Measure mu and sigma once in the annulus (instead of each MCMC step) if isinstance(mu_sigma, tuple): if len(mu_sigma) != 2: diff --git a/vip_hci/fm/negfc_simplex.py b/vip_hci/fm/negfc_simplex.py index 9ad1cf27..e85e8504 100644 --- a/vip_hci/fm/negfc_simplex.py +++ b/vip_hci/fm/negfc_simplex.py @@ -28,9 +28,9 @@ def firstguess_from_coord(planet, center, cube, angs, psfn, fwhm, annulus_width, imlib='skimage', interpolation='biquintic', collapse='median', algo=pca_annulus, delta_rot=1, algo_options={}, f_range=None, transmission=None, - mu_sigma=(0, 1), weights=None, ndet=None, plot=False, - verbose=True, save=False, debug=False, - full_output=False): + mu_sigma=(0, 1), weights=None, ndet=None, + bin_spec=False, plot=False, verbose=True, save=False, + debug=False, full_output=False): """Determine a first guess for the flux of a companion at a given position\ in the cube by doing a simple grid search evaluating the reduced chi2 using\ the negative fake companion technique (i.e. the reduced chi2 is calculated\ @@ -155,6 +155,10 @@ def firstguess_from_coord(planet, center, cube, angs, psfn, fwhm, annulus_width, pixel(s) around the subpixel coordinates of the first guess location are considered. The figure of merit is the absolute sum of the determinants. If None, ndet is determined automatically to be max(1, round(fwhm/2)). + bin_spec: bool, optional + [only used if cube is 4D] Whether to collapse the spectral dimension + (i.e. estimate a single binned flux) instead of estimating the flux in + each spectral channel. plot: boolean, optional If True, the figure chi2 vs. flux is displayed. verbose: boolean @@ -183,8 +187,8 @@ def _grid_search_f(r0, theta0, ch, cube, angs, psfn, fwhm, annulus_width, interpolation='lanczos4', collapse='median', algo=pca_annulus, delta_rot=1, algo_options={}, f_range=np.geomspace(1e-1, 1e4, 30), transmission=None, - mu_sigma=None, weights=None, ndet=None, verbose=True, - debug=False): + mu_sigma=None, weights=None, ndet=None, bin_spec=False, + verbose=True, debug=False): chi2r = [] if verbose: @@ -192,7 +196,7 @@ def _grid_search_f(r0, theta0, ch, cube, angs, psfn, fwhm, annulus_width, counter = 0 for j, f_guess in enumerate(f_range): - if cube.ndim == 3: + if cube.ndim == 3 or (cube.ndim == 4 and bin_spec): params = (r0, theta0, f_guess) elif ch is not None and cube.ndim == 4: params = [r0, theta0] @@ -206,7 +210,8 @@ def _grid_search_f(r0, theta0, ch, cube, angs, psfn, fwhm, annulus_width, ncomp, cube_ref, svd_mode, scaling, fmerit, collapse, algo, delta_rot, imlib, interpolation, algo_options, transmission, - mu_sigma, weights, False, ndet, debug)) + mu_sigma, weights, False, ndet, bin_spec, + debug)) if chi2r[j] > chi2r[j-1]: counter += 1 if counter == 4: @@ -227,7 +232,7 @@ def _grid_search_f(r0, theta0, ch, cube, angs, psfn, fwhm, annulus_width, n = 30 f_range = np.geomspace(1e-1, 1e4, n) - if cube.ndim == 3: + if cube.ndim == 3 or bin_spec: chi2r = _grid_search_f(r0, theta0, None, cube, angs, psfn, fwhm, annulus_width, aperture_radius, ncomp, cube_ref=cube_ref, svd_mode=svd_mode, @@ -236,8 +241,8 @@ def _grid_search_f(r0, theta0, ch, cube, angs, psfn, fwhm, annulus_width, algo=algo, delta_rot=delta_rot, algo_options=algo_options, f_range=f_range, transmission=transmission, mu_sigma=mu_sigma, - weights=weights, ndet=ndet, verbose=verbose, - debug=debug) + weights=weights, ndet=ndet, bin_spec=bin_spec, + verbose=verbose, debug=debug) chi2r = np.array(chi2r) f0 = f_range[chi2r.argmin()] @@ -331,8 +336,8 @@ def firstguess_simplex(p, cube, angs, psfn, ncomp, fwhm, annulus_width, interpolation='biquintic', collapse='median', algo=pca_annulus, delta_rot=1, algo_options={}, p_ini=None, transmission=None, mu_sigma=(0, 1), - weights=None, force_rPA=False, ndet=None, options=None, - verbose=False, **kwargs): + weights=None, force_rPA=False, ndet=None, bin_spec=False, + options=None, verbose=False, **kwargs): """Determine the position of a companion using the negative fake companion\ technique and a standard minimization algorithm (Default=Nelder-Mead). @@ -454,6 +459,10 @@ def firstguess_simplex(p, cube, angs, psfn, ncomp, fwhm, annulus_width, pixel(s) around the subpixel coordinates of the first guess location are considered. The figure of merit is the absolute sum of the determinants. If None, ndet is determined automatically to be max(1, round(fwhm/2)). + bin_spec: bool, optional + [only used if cube is 4D] Whether to collapse the spectral dimension + (i.e. estimate a single binned flux) instead of estimating the flux in + each spectral channel. options: dict, optional The scipy.optimize.minimize options. verbose : boolean, optional @@ -484,7 +493,7 @@ def firstguess_simplex(p, cube, angs, psfn, ncomp, fwhm, annulus_width, collapse, algo, delta_rot, imlib, interpolation, algo_options, transmission, mu_sigma, weights, - force_rPA, ndet), + force_rPA, ndet, bin_spec), method='Nelder-Mead', options=options, **kwargs) if verbose: @@ -498,8 +507,8 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, interpolation='biquintic', collapse='median', algo=pca_annulus, delta_rot=1, f_range=None, transmission=None, mu_sigma=True, wedge=None, weights=None, force_rPA=False, ndet=None, - algo_options={}, simplex=True, simplex_options=None, plot=False, - verbose=True, save=False): + bin_spec=False, algo_options={}, simplex=True, + simplex_options=None, plot=False, verbose=True, save=False): """Determine a first guess for the position and the flux of a planet using\ the negative fake companion technique, as explained in [WER17]_. @@ -636,6 +645,10 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, pixel(s) around the subpixel coordinates of the first guess location are considered. The figure of merit is the absolute sum of the determinants. If None, ndet is determined automatically to be max(1, round(fwhm/2)). + bin_spec: bool, optional + [only used if cube is 4D] Whether to collapse the spectral dimension + (i.e. estimate a single binned flux) instead of estimating the flux in + each spectral channel. algo_options: dict, opt Dictionary with additional parameters for the pca algorithm (e.g. tol, min_frames_lib, max_frames_lib). Note: arguments such as svd_mode, @@ -682,7 +695,10 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, if psfn.ndim < 3: msg = "The normalized PSF should be 3D for a 4D input cube" raise TypeError(msg) - f_0 = np.zeros([n_planet, cube.shape[0]]) + if cube.ndim == 4 and bin_spec: + f_0 = np.zeros_like(r_0) + else: + f_0 = np.zeros([n_planet, cube.shape[0]]) if weights is not None: if not len(weights) == cube.shape[-3]: @@ -717,7 +733,8 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, delta_rot=delta_rot, imlib=imlib, interpolation=interpolation, collapse=collapse, weights=norm_weights, - algo_options=algo_options) + algo_options=algo_options, + bin_spec=bin_spec) res_init = firstguess_from_coord(planets_xy_coord[i_planet], center_xy_coord, cube, angs, @@ -732,8 +749,8 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, algo_options=algo_options, transmission=transmission, mu_sigma=mu_sigma, weights=weights, - ndet=ndet, plot=plot, verbose=verbose, - save=save) + ndet=ndet, bin_spec=bin_spec, + plot=plot, verbose=verbose, save=save) r_pre = res_init[0] theta_pre = res_init[1] @@ -771,14 +788,15 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, transmission=transmission, mu_sigma=mu_sigma, weights=weights, force_rPA=force_rPA, ndet=ndet, - options=simplex_options, verbose=False) + bin_spec=bin_spec, options=simplex_options, + verbose=False) if force_rPA: r_0[i_planet], theta_0[i_planet] = (r_pre, theta_pre) f_0[i_planet] = res.x[:] else: r_0[i_planet] = res.x[0] theta_0[i_planet] = res.x[1] - if cube.ndim == 3: + if cube.ndim == 3 or (cube.ndim == 4 and bin_spec): f_0[i_planet] = res.x[2] else: f_0[i_planet] = res.x[2:] @@ -794,7 +812,7 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, print(msg4bis.format(i_planet)) r_0[i_planet] = r_pre theta_0[i_planet] = theta_pre - if cube.ndim == 3: + if cube.ndim == 3 or (cube.ndim == 4 and bin_spec): f_0[i_planet] = f_pre[0] else: f_0[i_planet] = f_pre @@ -804,7 +822,7 @@ def firstguess(cube, angs, psfn, planets_xy_coord, ncomp=1, fwhm=4, posy = r_0 * np.sin(np.deg2rad(theta_0[i_planet])) + centy posx = r_0 * np.cos(np.deg2rad(theta_0[i_planet])) + centx msg6 = 'Planet {} simplex result: (r, theta, '.format(i_planet) - if cube.ndim == 3: + if cube.ndim == 3 or (cube.ndim == 4 and bin_spec): msg6 += 'f)=({:.3f}, {:.3f}, {:.3f})'.format(r_0[i_planet], theta_0[i_planet], f_0[i_planet]) diff --git a/vip_hci/fm/negfc_speckle_noise.py b/vip_hci/fm/negfc_speckle_noise.py index 242440a6..9164f184 100644 --- a/vip_hci/fm/negfc_speckle_noise.py +++ b/vip_hci/fm/negfc_speckle_noise.py @@ -12,10 +12,9 @@ import matplotlib.pyplot as plt from ..config.utils_conf import pool_map, iterable # eval_func_tuple -from ..fm import cube_inject_companions +from ..fm import cube_inject_companions, cube_planet_free from .negfc_simplex import firstguess_simplex from .negfc_fmerit import get_mu_and_sigma -from .utils_negfc import cube_planet_free from .negfc_mcmc import confidence @@ -216,7 +215,7 @@ def speckle_noise_uncertainty(cube, p_true, angle_range, derot_angles, algo, angle_range[-1]+delta_theta/2, n_ap, endpoint=False) - elif angle_range[0] % 360 == angle_range[-1] % 360: + if angle_range[0] % 360 == angle_range[-1] % 360: angle_range = angle_range[:-1] if verbose: @@ -254,8 +253,8 @@ def speckle_noise_uncertainty(cube, p_true, angle_range, derot_angles, algo, norm_weights = weights mu_sigma = get_mu_and_sigma(cube, derot_angles, ncomp, annulus_width, aperture_radius, fwhm, r_true, theta_true, - cube_ref=cube_ref, wedge=wedge, algo=algo, - weights=norm_weights, + f_true, psfn, cube_ref=cube_ref, wedge=wedge, + algo=algo, weights=norm_weights, algo_options=algo_options) res = pool_map(nproc, _estimate_speckle_one_angle, iterable(angle_range), @@ -326,7 +325,7 @@ def speckle_noise_uncertainty(cube, p_true, angle_range, derot_angles, algo, offset = np.array(trim_offset) if bins is None: - bins = int(offset.shape[0]/10) + bins = int(offset.shape[0]/6) if force_rPA: labels = [] diff --git a/vip_hci/fm/utils_negfc.py b/vip_hci/fm/utils_negfc.py index 41df0b99..c595edbd 100644 --- a/vip_hci/fm/utils_negfc.py +++ b/vip_hci/fm/utils_negfc.py @@ -1,103 +1,17 @@ #! /usr/bin/env python """ -Module with post-processing related functions called from within the NEGFC -algorithm. +Module with utility function called from within the NEGFC algorithm. """ -__author__ = 'Carlos Alberto Gomez Gonzalez' -__all__ = ['cube_planet_free', - 'find_nearest'] +__author__ = 'Valentin Christiaens' +__all__ = ['find_nearest'] import numpy as np -from ..fm import cube_inject_companions - - -def cube_planet_free(planet_parameter, cube, angs, psfn, imlib='vip-fft', - interpolation='lanczos4', transmission=None): - """ - Return a cube in which we have injected negative fake companion at the - position/flux given by planet_parameter. - - Parameters - ---------- - planet_parameter: numpy.array or list or tuple - The (r, theta, flux) for all known companions. For a 4d cube r, - theta and flux must all be 1d arrays with length equal to cube.shape[0]; - i.e. planet_parameter should have shape: (n_pl,3,n_ch). - cube: numpy ndarray - The cube of fits images expressed as a numpy.array. - angs: numpy ndarray - The parallactic angle fits image expressed as a numpy.array. - psfn: 2d or 3d numpy ndarray - The normalized psf expressed as a numpy ndarray. Can be 3d for a 4d - (spectral+ADI) input cube. - imlib : str, optional - See the documentation of the ``vip_hci.preproc.frame_rotate`` function. - interpolation : str, optional - See the documentation of the ``vip_hci.preproc.frame_rotate`` function. - transmission: numpy array, optional - Radial transmission of the coronagraph, if any. Array with either - 2 x n_rad, 1+n_ch x n_rad columns. The first column should contain the - radial separation in pixels, while the other column(s) are the - corresponding off-axis transmission (between 0 and 1), for either all, - or each spectral channel (only relevant for a 4D input cube). - - Returns - ------- - cpf : numpy.array - The cube with negative companions injected at the position given in - planet_parameter. - - """ - cpf = np.zeros_like(cube) - - # unify planet_parameter format - planet_parameter = np.array(planet_parameter) - cond1 = cube.ndim == 3 and planet_parameter.ndim < 2 - cond2 = cube.ndim == 4 and planet_parameter.ndim < 3 - if cond1 or cond2: - planet_parameter = planet_parameter[np.newaxis, :] - - if cube.ndim == 4: - if planet_parameter.shape[2] != cube.shape[0]: - raise TypeError("Input planet parameter with wrong dimensions.") - - for i in range(planet_parameter.shape[0]): - if i == 0: - cube_temp = cube - else: - cube_temp = cpf - - if cube.ndim == 4: - for j in range(cube.shape[0]): - flevel = -planet_parameter[i, 2, j] - r = planet_parameter[i, 0, j] - theta = planet_parameter[i, 1, j] - cpf[j] = cube_inject_companions(cube_temp[j], psfn[j], angs, - flevel=flevel, - rad_dists=[r], - n_branches=1, - theta=theta, - imlib=imlib, - interpolation=interpolation, - verbose=False, - transmission=transmission) - else: - cpf = cube_inject_companions(cube_temp, psfn, angs, n_branches=1, - flevel=-planet_parameter[i, 2], - rad_dists=[planet_parameter[i, 0]], - theta=planet_parameter[i, 1], - imlib=imlib, verbose=False, - interpolation=interpolation, - transmission=transmission) - return cpf def find_nearest(array, value, output='index', constraint=None, n=1): - """ - Function to find the indices, and optionally the values, of an array's n - closest elements to a certain value. - By default, only returns the index/indices. + """Find the indices, and optionally the values, of an array's n closest\ + elements to a certain value. By default, only returns the index/indices. Possible constraints: 'ceil', 'floor', None ("ceil" will return the closest element with a value greater than 'value', "floor" the opposite). diff --git a/vip_hci/greedy/ipca_fullfr.py b/vip_hci/greedy/ipca_fullfr.py index 694a3f2e..8f000eea 100644 --- a/vip_hci/greedy/ipca_fullfr.py +++ b/vip_hci/greedy/ipca_fullfr.py @@ -18,14 +18,38 @@ | `https://arxiv.org/abs/2008.05170 `_ +.. [JUI23] + | Juillard et al. 2023 + | **Inverse-problem versus principal component analysis methods for angular + differential imaging of circumstellar disks. The mustard algorithm** + | *A&A 679, 52* + | `https://arxiv.org/abs/2309.14827 + `_ + +.. [CHR24] + | Christiaens et al. 2024 + | **MINDS: JWST/NIRCam imaging of the protoplanetary disk PDS 70. A spiral + accretion stream and a potential third protoplanet** + | *A&A 685, 1* + | `https://arxiv.org/abs/2403.04855 + `_ + +.. [JUI24] + | Juillard et al. 2024 + | **Combining reference-star and angular differential imaging for + high-contrast imaging of extended sources** + | *A&A 688, 185* + | `https://arxiv.org/abs/2406.14444 + `_ """ -__author__ = 'Valentin Christiaens' +__author__ = 'Valentin Christiaens, Sandrine Juillard' __all__ = ['ipca'] from dataclasses import dataclass import numpy as np from typing import Union, List +import warnings from ..config.paramenum import ALGO_KEY from ..config.utils_param import separate_kwargs_dict from ..config import Progressbar @@ -42,6 +66,7 @@ warnings.warn(msg, ImportWarning) no_greeds = True + @dataclass class IPCA_Params(PCA_Params): """ @@ -68,21 +93,30 @@ class IPCA_Params(PCA_Params): def ipca(*all_args: List, **all_kwargs: dict): """ - Run iterative version of PCA. + Run iterative version of PCA (hereafter IPCA). - The algorithm finds significant disc or planet signal in the final PCA - image, then subtracts it from the input cube (after rotation) just before - (and only for) projection onto the principal components. This is repeated - nit times, which progressively reduces geometric biases in the image + The algorithm finds significant disc or planet signal in the PCA image at + each iteration, then subtracts it (after rotation) from the cube used to + build and project the principal components. This is repeated nit times, + which progressively reduces geometric biases in the image (e.g. negative side lobes for ADI). - This is similar to the algorithm presented in Pairet et al. (2020). + + The first reported usage of IPCA is in [PAI18], although the algorithm + implementation here presented in [PAI21] for ADI or [JUI24]. The same parameters as pca() can be provided, except 'batch'. There are two additional parameters related to the iterative algorithm: the number of iterations (nit) and the threshold (thr) used for the identification of significant signals. - Note: The iterative PCA can only be used in ADI, RDI, ARDI or R+ADI modes. + Note: IPCA can only be used in ADI, RDI, ARDI or R+ADI modes. + + References: + - IPCA concept: [Pai18] + - GreeDs implementation of IPCA: [Pai21] + - Torch implementation of IPCA: [JUI23] + - IPCA with a threshold at each iteration: [CHR24] + - IPCA-ARDI: [JUI24] Parameters ---------- @@ -98,7 +132,7 @@ def ipca(*all_args: List, **all_kwargs: dict): shortest wavelength in the cube (more thorough approaches can be used to get the scaling factors). This scaling factors are used to re-scale the spectral channels and align the speckles. - mode: str or None, opt {'Pairet18', 'Pairet21','Juillard23'} + mode: str or None, opt {'Pairet18', 'Pairet21','Christiaens24','Juillard23'} - If None: runs with provided value of 'n_comp' for 'nit' iterations, and considering threshold 'thr'. - If 'Pairet18': runs for n_comp iterations, with n_comp=1,...,n_comp, @@ -107,12 +141,12 @@ def ipca(*all_args: List, **all_kwargs: dict): - If 'Pairet21': runs with n_comp=1,...,n_comp, and nit times for each n_comp (i.e. outer loop on n_comp, inner loop on nit). thr set to 0 (ignored if provided). 'thr' parameter discarded, always set to 0. - - If 'Christiaens21': same as 'Pairet21', but with 'thr' parameter used. - - If 'Juillard23': Exact implementation from Juillard et al. 2023 using - Torch. Parameter conventions are the same as in 'Christiaens21' and - 'Pairet21'. This method has no additional options for significant - signal extraction and works exclusively with Torch, making it faster - but also more prone to propagate noise and disk flux. Installation of + - If 'Christiaens24': same as 'Pairet21', but with 'thr' parameter used. + - If 'Juillard23': Exact implementation from Juillard et al. 2023 using + Torch. Parameter conventions are the same as in 'Christiaens24' and + 'Pairet21'. This method has no additional options for significant + signal extraction and works exclusively with Torch, making it faster + but also more prone to propagate noise and disk flux. Installation of the GreeDS package is required for this option. ncomp : int or tuple/list of int, optional How many PCs are used as a lower-dimensional subspace to project the @@ -134,7 +168,7 @@ def ipca(*all_args: List, **all_kwargs: dict): total number of iterations - if mode is 'Pairet18': this parameter is ignored. Number of iterations will be ncomp. - - if mode is 'Pairet21', 'Christiaens21' or 'Juillard23': + - if mode is 'Pairet21', 'Juillard23', or 'Christiaens24': iterations per tested ncomp. strategy: str {'ADI, 'RDI', 'ARDI', 'RADI'}, opt Whether to do iterative ADI only ('ADI'), iterative RDI only ('RDI'), @@ -367,64 +401,75 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): r = algo_params.ncomp l = algo_params.nit - if algo_params.mode=="Juillard23": + if algo_params.mode == "Juillard23": if no_greeds: - msg = 'GreeDS Python bindings cannot be imported. Install GreeDS (pip install GreeDS) or use a different method.' + msg = 'GreeDS Python bindings cannot be imported. Install GreeDS' + msg += ' (pip install GreeDS) or use a different method.' raise RuntimeError(msg) - if algo_params.strategy not in ['ADI',"ARDI"]: + if algo_params.strategy not in ['ADI', "ARDI"]: msg = 'Juillard23 not compatible with this mode.' raise RuntimeError(msg) if algo_params.strategy == 'ARDI': - ref = algo_params.cube_ref.copy() - else : ref = None - + ref = algo_params.cube_ref.copy() + else: + ref = None + mask_center_px = algo_params.mask_center_px pup = mask_center_px if mask_center_px is not None else 0 - - if algo_params.full_output is True : - it_cube, star_estim = GreeDS(algo_params.cube, algo_params.angle_list, refs=ref,r=r, l=l, r_start=1, pup=pup, full_output=1, returnL=True) - else : it_cube = GreeDS(algo_params.cube, algo_params.angle_list, refs=ref,r=r, l=l, r_start=1, pup=pup, full_output=1, returnL=False) + + if algo_params.full_output is True: + it_cube, star_estim = GreeDS(algo_params.cube, + algo_params.angle_list, + refs=ref, r=r, l=l, r_start=1, pup=pup, + full_output=1, returnL=True) + else: + it_cube = GreeDS(algo_params.cube, algo_params.angle_list, + refs=ref, r=r, l=l, r_start=1, pup=pup, + full_output=1, returnL=False) frame = it_cube[-1] - + # Set results matching full outputs - it=len(it_cube)-1 + it = len(it_cube)-1 algo_params.thr = 0 - stim_cube = it_cube_nd = sig_images = nstim = sig_mask = np.zeros(it_cube.shape) + stim_cube = it_cube_nd = sig_images = nstim = np.zeros(it_cube.shape) + sig_mask = np.zeros(it_cube.shape) - if algo_params.full_output is True : - print(algo_params.cube.shape) - print(star_estim.shape) + if algo_params.full_output is True: + print(algo_params.cube.shape) + print(star_estim.shape) residuals_cube_ = cube_derotate(algo_params.cube - star_estim[-1], - algo_params.angle_list, - imlib="torch-fft", - nproc=algo_params.nproc) - frame - + algo_params.angle_list, + imlib="torch-fft", + nproc=algo_params.nproc) - frame + residuals_cube = cube_derotate(residuals_cube_, - -algo_params.angle_list, - imlib="torch-fft", - nproc=algo_params.nproc) + -algo_params.angle_list, + imlib="torch-fft", + nproc=algo_params.nproc) if algo_params.thr_mode == 'STIM': for it_i in range(len(it_cube)): - residuals_cube__i = cube_derotate(algo_params.cube - star_estim[it_i], - algo_params.angle_list, - imlib="torch-fft", - nproc=algo_params.nproc) - it_cube[it_i] - + cube_tmp = algo_params.cube - star_estim[it_i] + der_cube = cube_derotate(cube_tmp, algo_params.angle_list, + imlib="torch-fft", + nproc=algo_params.nproc) + residuals_cube__i = der_cube - it_cube[it_i] + residuals_cube_i = cube_derotate(residuals_cube__i, - -algo_params.angle_list, - imlib="torch-fft", - nproc=algo_params.nproc) - - sig_mask_i, nstim_i = _find_significant_signals(residuals_cube_i, - residuals_cube__i, - algo_params.angle_list, - algo_params.thr, - mask=mask_center_px, - r_out=algo_params.r_out) - + -algo_params.angle_list, + imlib="torch-fft", + nproc=algo_params.nproc) + + res = _find_significant_signals(residuals_cube_i, + residuals_cube__i, + algo_params.angle_list, + algo_params.thr, + mask=mask_center_px, + r_out=algo_params.r_out) + sig_mask_i, nstim_i = res + sig_mask[it_i] = sig_mask_i.copy() nstim[it_i] = nstim_i.copy() @@ -439,9 +484,8 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): stim_cube = nstim.copy() else: - # 1. Prepare/format additional parameters depending on chosen options - mask_center_px = algo_params.mask_center_px # None? what's better in pca? + mask_center_px = algo_params.mask_center_px # None or not? mask_rdi_tmp = None if algo_params.strategy == 'ADI' and algo_params.cube_ref is None: ref_cube = None @@ -461,7 +505,7 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): raise ValueError("cube_ref should be provided for RDI or RADI") if algo_params.strategy == 'ARDI' and algo_params.mask_rdi is None: ref_cube = np.concatenate((algo_params.cube, - algo_params.cube_ref), axis=0) + algo_params.cube_ref), axis=0) else: ref_cube = algo_params.cube_ref.copy() else: @@ -490,9 +534,10 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): final_ncomp = list(range(1, ncomp_tmp+1, algo_params.ncomp_step)) if algo_params.mode == 'Pairet18': algo_params.nit = ncomp_tmp - final_ncomp = list(range(1, ncomp_tmp+1, algo_params.ncomp_step)) + final_ncomp = list(range(1, ncomp_tmp+1, + algo_params.ncomp_step)) algo_params.thr = 0 - elif algo_params.mode in ['Pairet21', 'Christiaens21']: + elif algo_params.mode in ['Pairet21', 'Christiaens24']: final_ncomp = [] for npc in range(1, ncomp_tmp+1, algo_params.ncomp_step): for ii in range(algo_params.nit): @@ -505,13 +550,13 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): # Scale cube and cube_ref if necessary cube_tmp = prepare_matrix(algo_params.cube, scaling=algo_params.scaling, - mask_center_px=mask_center_px, mode='fullfr', - verbose=False) + mask_center_px=mask_center_px, mode='fullfr', + verbose=False) cube_tmp = np.reshape(cube_tmp, algo_params.cube.shape) if ref_cube is not None: cube_ref_tmp = prepare_matrix(ref_cube, scaling=algo_params.scaling, - mask_center_px=mask_center_px, - mode='fullfr', verbose=False) + mask_center_px=mask_center_px, + mode='fullfr', verbose=False) cube_ref_tmp = np.reshape(cube_ref_tmp, ref_cube.shape) else: cube_ref_tmp = None @@ -565,9 +610,9 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): stim_cube[0] = nstim.copy() mask_rdi_tmp = None # after first iteration do not use it any more - # 4.Loop, updating the reference cube before projection by subtracting the + # 4. Loop, updating the reference cube before projection by subtracting # best disc estimate. This is done by providing sig_cube. - cond_skip = False # whether to skip an iteration (e.g. in incremental mode) + cond_skip = False # whether skip an iteration e.g. in incremental mode for it in Progressbar(range(1, algo_params.nit), desc="Iterating..."): if not cond_skip: # Uncomment here (and comment below) to do like IROLL @@ -576,19 +621,20 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): # create and rotate sig cube sig_cube = np.repeat(frame[np.newaxis, :, :], nframes, axis=0) sig_cube = cube_derotate(sig_cube, -algo_params.angle_list, - imlib=algo_params.imlib, - nproc=algo_params.nproc) + imlib=algo_params.imlib, + nproc=algo_params.nproc) if algo_params.thr_mode == 'STIM': # create and rotate binary mask mask_sig = np.zeros_like(sig_image) mask_sig[np.where(sig_image > 0)] = 1 sig_mcube = np.repeat(mask_sig[np.newaxis, :, :], nframes, - axis=0) - sig_mcube = cube_derotate(sig_mcube, -algo_params.angle_list, - imlib='skimage', - interpolation='bilinear', - nproc=algo_params.nproc) + axis=0) + sig_mcube = cube_derotate(sig_mcube, + -algo_params.angle_list, + imlib='skimage', + interpolation='bilinear', + nproc=algo_params.nproc) sig_cube[np.where(sig_mcube < 0.5)] = 0 sig_cube[np.where(sig_cube < 0)] = 0 else: @@ -596,11 +642,11 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): if algo_params.strategy == 'ARDI': ref_cube = np.concatenate((algo_params.cube-sig_cube, - algo_params.cube_ref), axis=0) + algo_params.cube_ref), axis=0) cube_ref_tmp = prepare_matrix(ref_cube, - scaling=algo_params.scaling, - mask_center_px=mask_center_px, - mode='fullfr', verbose=False) + scaling=algo_params.scaling, + mask_center_px=mask_center_px, + mode='fullfr', verbose=False) cube_ref_tmp = np.reshape(cube_ref_tmp, ref_cube.shape) # Run PCA on original cube @@ -622,7 +668,7 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): # smoothing and manual derotation if requested if smooth_ker[it] is not None: residuals_cube = _blurring_3d(residuals_cube, None, - fwhm_sz=smooth_ker[it]) + fwhm_sz=smooth_ker[it]) residuals_cube_ = cube_derotate(residuals_cube, algo_params.angle_list, imlib=algo_params.imlib, @@ -642,12 +688,13 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): frame_nd = res_nd[0] if algo_params.thr_mode == 'STIM': - sig_mask, nstim = _find_significant_signals(residuals_cube_nd, - residuals_cube_, - algo_params.angle_list, - algo_params.thr, - mask=mask_center_px, - r_out=algo_params.r_out) + res = _find_significant_signals(residuals_cube_nd, + residuals_cube_, + algo_params.angle_list, + algo_params.thr, + mask=mask_center_px, + r_out=algo_params.r_out) + sig_mask, nstim = res else: sig_mask = np.ones_like(frame) sig_mask[np.where(frame < algo_params.thr)] = 0 @@ -656,7 +703,7 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): inv_sig_mask[np.where(sig_mask)] = 0 if mask_center_px: inv_sig_mask = mask_circle(inv_sig_mask, mask_center_px, - fillwith=1) + fillwith=1) sig_image = frame.copy() sig_image[np.where(inv_sig_mask)] = 0 sig_image[np.where(sig_image < 0)] = 0 @@ -670,24 +717,26 @@ def _blurring_3d(array, mask_center_sz, fwhm_sz=2): # check if improvement compared to last iteration if it > 1: cond1 = np.allclose(sig_image, sig_images[it-1], - rtol=algo_params.rtol, atol=algo_params.atol) + rtol=algo_params.rtol, + atol=algo_params.atol) cond2 = np.allclose(sig_image, sig_images[it-2], - rtol=algo_params.rtol, atol=algo_params.atol) + rtol=algo_params.rtol, + atol=algo_params.atol) if cond1 or cond2: - # if convergence in incremental mode: skip iterations until the + # if convergence in incremental mode: skip iterations until # next increment in ncomp - cond_mode = algo_params.mode in ['Pairet21', 'Christiaens21'] + cond_mod = algo_params.mode in ['Pairet21', 'Christiaens24'] cond_it = (it % nit_ori != nit_ori-1) - if cond_mode and cond_it: + if cond_mod and cond_it: cond_skip = True else: cond_skip = False + condc = algo_params.continue_without_smooth_after_conv + msg = "Convergence criterion met after {} iterations" + msg2 = "...Smoothing turned off and iterating more" if algo_params.strategy in ['ADI', 'RDI', 'ARDI']: - msg = "Convergence criterion met after {} iterations" - condB = algo_params.continue_without_smooth_after_conv - if smooth_ker[it] is not None and condB: + if smooth_ker[it] is not None and condc: smooth_ker[it+1:] = None - msg2 = "...Smoothing turned off and iterating more" if algo_params.verbose: print(msg.format(it)+msg2) else: diff --git a/vip_hci/metrics/detection.py b/vip_hci/metrics/detection.py index d2e535a8..896ce16b 100644 --- a/vip_hci/metrics/detection.py +++ b/vip_hci/metrics/detection.py @@ -408,7 +408,7 @@ def peak_coordinates(obj_tmp, fwhm, approx_peak=None, search_box=None, channels_peak: bool, {False, True}, opt Whether returns the indices of the peak in each channel in addition to the global indices of the peak in the cube. If True, it would hence - return two 1d-arrays. (note: only available if the input is a 3d cube) + return two arrays. Note: only available if the input is a 3d cube. Returns ------- diff --git a/vip_hci/preproc/derotation.py b/vip_hci/preproc/derotation.py index 8b5c9607..9c44751e 100644 --- a/vip_hci/preproc/derotation.py +++ b/vip_hci/preproc/derotation.py @@ -19,7 +19,7 @@ from ..var import frame_center from ..var import frame_filter_lowpass from .cosmetics import frame_pad -__author__ = 'Carlos Alberto Gomez Gonzalez, Valentin Christiaens' +__author__ = 'C. A. Gomez Gonzalez, V. Christiaens, S. Juillard' __all__ = ['cube_derotate', 'frame_rotate', 'rotate_fft'] @@ -47,6 +47,7 @@ warnings.warn(msg, ImportWarning) no_torch = True + def frame_rotate(array, angle, imlib='vip-fft', interpolation='lanczos4', cxy=None, border_mode='constant', mask_val=np.nan, edge_blend=None, interp_zeros=False, ker=1): @@ -125,7 +126,7 @@ def frame_rotate(array, angle, imlib='vip-fft', interpolation='lanczos4', if edge_blend is None: edge_blend = '' - if edge_blend != '' or imlib in ['vip-fft', 'torch-fft'] : + if edge_blend != '' or imlib in ['vip-fft', 'torch-fft']: # fill with nans cy_ori, cx_ori = frame_center(array) y_ori, x_ori = array.shape @@ -146,7 +147,7 @@ def frame_rotate(array, angle, imlib='vip-fft', interpolation='lanczos4', stdfunc=np.nanstd) # pad and interpolate, about 1.2x original size - if imlib in ['vip-fft', 'torch-fft'] : + if imlib in ['vip-fft', 'torch-fft']: fac = 1.5 else: fac = 1.1 @@ -226,8 +227,9 @@ def frame_rotate(array, angle, imlib='vip-fft', interpolation='lanczos4', cy, cx = frame_center(array_prep) else: cx, cy = cxy - if imlib in ['vip-fft', 'torch-fft'] and (cy, cx) != frame_center(array_prep): - msg = "'vip-fft'imlib does not yet allow for custom center to be " + cond_imlib = imlib in ['vip-fft', 'torch-fft'] + if cond_imlib and (cy, cx) != frame_center(array_prep): + msg = "'vip-fft' imlib does not yet allow for custom center to be " msg += " provided " raise ValueError(msg) @@ -313,12 +315,13 @@ def frame_rotate(array, angle, imlib='vip-fft', interpolation='lanczos4', msg += ' set imlib to skimage' raise RuntimeError(msg) - array_out = (tensor_rotate_fft(torch.unsqueeze(torch.from_numpy(array_prep),0), angle)[0]).numpy() + array_out = (tensor_rotate_fft(torch.unsqueeze( + torch.from_numpy(array_prep), 0), angle)[0]).numpy() else: raise ValueError('Image transformation library not recognized') - if edge_blend != '' or imlib in ['vip-fft', 'torch-fft'] : + if edge_blend != '' or imlib in ['vip-fft', 'torch-fft']: array_out = array_out[y0:y1, x0:x1] # remove padding array_out[mask_ori] = mask_val # mask again original masked values @@ -638,33 +641,27 @@ def _fft_shear(arr, arr_ori, c, ax, pad=0, shift_ini=True): return s_x - def tensor_rotate_fft(tensor, angle): - """ Rotates Tensor using Fourier transform phases: - Rotation = 3 consecutive lin. shears = 3 consecutive FFT phase shifts - See details in Larkin et al. (1997) and Hagelberg et al. (2016). - Note: this is significantly slower than interpolation methods - (e.g. opencv/lanczos4 or ndimage), but preserves the flux better - (by construction it preserves the total power). It is more prone to - large-scale Gibbs artefacts, so make sure no sharp edge is present in - the image to be rotated. - /!\ This is a blindly coded adaptation for Tensor of the vip function rotate_fft - (https://github.com/vortex-exoplanet/VIP/blob/51e1d734dcdbee1fbd0175aa3d0ab62eec83d5fa/vip_hci/preproc/derotation.py#L507) - /!\ This suppose the frame is perfectly centred - ! Warning: if input frame has even dimensions, the center of rotation - will NOT be between the 4 central pixels, instead it will be on the top - right of those 4 pixels. Make sure your images are centered with - respect to that pixel before rotation. + """Rotate Tensor using Fourier transform phases. + + This is a Tensor adaptation of the vip-fft rotation function, and supposes + that the frame(s) are perfectly centred. If input frame(s) has even + dimensions, the center of rotation will NOT be between the 4 central pixels, + instead it will be on the top right of those 4 pixels. Make sure your images + are centered with respect to that pixel before rotation. + Parameters ---------- tensor : torch.Tensor Input image, 2d array. angle : float Rotation angle. + Returns ------- array_out : torch.Tensor Resulting frame. + """ y_ori, x_ori = tensor.shape[1:] diff --git a/vip_hci/preproc/recentering.py b/vip_hci/preproc/recentering.py index f8f08e47..cad2524a 100644 --- a/vip_hci/preproc/recentering.py +++ b/vip_hci/preproc/recentering.py @@ -1374,12 +1374,14 @@ def cube_recenter_dft_upsampling(array, upsample_factor=100, subi_size=None, def _shift_dft(array_rec, array, frnum, upsample_factor, mask, interpolation, imlib, border_mode): - """Align images using a DFT-based cross-correlation algorithm, used in - cube_recenter_dft_upsampling. See the docstring of - skimage.register.phase_cross_correlation for a description of the - ``normalization`` parameter which was added in scikit-image 0.19. This - should be set to None to maintain the original behaviour of _shift_dft.""" + """Align images using a DFT-based cross-correlation algorithm, used in\ + cube_recenter_dft_upsampling. + See the docstring of skimage.register.phase_cross_correlation for a + description of the ``normalization`` parameter which was added in + scikit-image 0.19. This should be set to None to maintain the original + behaviour of _shift_dft. + """ if version("scikit-image") > "0.18.3": shifts = phase_cross_correlation(array_rec[0], array[frnum], upsample_factor=upsample_factor, @@ -1572,7 +1574,7 @@ def cube_recenter_2dfit(array, xy=None, fwhm=4, subi_size=5, model='gauss', fwhm[i], threshold, sigfactor] res.append(func(*args)) - res = np.array(res, dtype=object) + #res = np.array(res, dtype=object) elif nproc > 1: if model == "2gauss": args = [array, iterable(range(n_frames)), subi_size, pos_y, pos_x, @@ -1582,21 +1584,21 @@ def cube_recenter_2dfit(array, xy=None, fwhm=4, subi_size=5, model='gauss', args = [array, iterable(range(n_frames)), subi_size, pos_y, pos_x, negative, debug, iterable(fwhm), threshold, sigfactor] res = pool_map(nproc, func, *args) - res = np.array(res, dtype=object) - y = cy - res[:, 0] - x = cx - res[:, 1] + #res = np.array(res, dtype=object) + y = cy - np.array([res[i][0] for i in range(len(res))]) + x = cx - np.array([res[i][1] for i in range(len(res))]) if model == "2gauss" and not fix_neg: - y_neg = res[:, 2] - x_neg = res[:, 3] - fwhm_x = res[:, 4] - fwhm_y = res[:, 5] - fwhm_neg_x = res[:, 6] - fwhm_neg_y = res[:, 7] - theta = res[:, 8] - theta_neg = res[:, 9] - amp_pos = res[:, 10] - amp_neg = res[:, 11] + y_neg = np.array([res[i][2] for i in range(len(res))]) + x_neg = np.array([res[i][3] for i in range(len(res))]) + fwhm_x = np.array([res[i][4] for i in range(len(res))]) + fwhm_y = np.array([res[i][5] for i in range(len(res))]) + fwhm_neg_x = np.array([res[i][6] for i in range(len(res))]) + fwhm_neg_y = np.array([res[i][7] for i in range(len(res))]) + theta = np.array([res[i][8] for i in range(len(res))]) + theta_neg = np.array([res[i][9] for i in range(len(res))]) + amp_pos = np.array([res[i][10] for i in range(len(res))]) + amp_neg = np.array([res[i][11] for i in range(len(res))]) if offset is not None: offx, offy = offset diff --git a/vip_hci/preproc/skysubtraction.py b/vip_hci/preproc/skysubtraction.py index 1ca923e4..bb3d576f 100644 --- a/vip_hci/preproc/skysubtraction.py +++ b/vip_hci/preproc/skysubtraction.py @@ -58,6 +58,7 @@ def cube_subtract_sky_pca(sci_cube, sky_cube, masks, ref_cube=None, ncomp=2, Whether to also output pcs, reconstructed cube, residuals cube and derotated residual cube. + Notes ----- Masks can be created with the function @@ -78,6 +79,7 @@ def cube_subtract_sky_pca(sci_cube, sky_cube, masks, ref_cube=None, ncomp=2, - anchor principal components, and - reconstructed cube. + Usage Example ------------- diff --git a/vip_hci/psfsub/pca_fullfr.py b/vip_hci/psfsub/pca_fullfr.py index 62eacb7b..082bef4b 100644 --- a/vip_hci/psfsub/pca_fullfr.py +++ b/vip_hci/psfsub/pca_fullfr.py @@ -116,6 +116,7 @@ class PCA_Params: collapse: Enum = Collapse.MEDIAN collapse_ifs: Enum = Collapse.MEAN ifs_collapse_range: Union[str, Tuple[int]] = "all" + smooth_first_pass: bool = False mask_rdi: np.ndarray = None ref_strategy: str = 'RDI' # TBD: expand keyword to replace 'adimsdi' # {'RDI', 'ARDI', 'RSDI', 'ARSDI', 'ASDI', 'S+ADI', 'S+ARDI'} @@ -240,9 +241,11 @@ def pca(*all_args: List, **all_kwargs: dict): svd_mode : Enum, see `vip_hci.config.paramenum.SvdMode` Switch for the SVD method/library to be used. - scaling : Enum, see `vip_hci.config.paramenum.Scaling` + scaling : Enum, or tuple of Enum, see `vip_hci.config.paramenum.Scaling` Pixel-wise scaling mode using ``sklearn.preprocessing.scale`` - function. If set to None, the input matrix is left untouched. + function. If set to None, the input matrix is left untouched. In the + case of PCA-SADI in 2 steps, this can be a tuple of 2 values, + corresponding to the scaling for each of the 2 steps of PCA. mask_center_px : None or int If None, no masking is done. If an integer > 1 then this value is the radius of the circular mask. @@ -281,6 +284,10 @@ def pca(*all_args: List, **all_kwargs: dict): ifs_collapse_range: str 'all' or tuple of 2 int If a tuple, it should contain the first and last channels where the mSDI residual channels will be collapsed (by default collapses all channels). + smooth_first_pass: bool, optional + [adimsdi='double'] For 4D cubes with requested PCA-SADI processing in 2 + steps, whether to smooth the results of the first pass before performing + the second pass. mask_rdi: tuple of two numpy array or one signle 2d numpy array, opt If provided, binary mask(s) will be used either in RDI mode or in ADI+mSDI (2 steps) mode. If two masks are provided, they will the anchor @@ -543,7 +550,6 @@ def pca(*all_args: List, **all_kwargs: dict): msg += "Should be 'RDI' or 'ARDI'" raise TypeError(msg) - func_params = setup_parameters( params_obj=algo_params, fkt=_adi_rdi_pca, **add_params ) @@ -1151,12 +1157,15 @@ def _adimsdi_doublepca( collapse, collapse_ifs, ifs_collapse_range, + smooth_first_pass, verbose, start_time, nproc, weights=None, + source_xy=None, + delta_rot=None, fwhm=4, - conv=False, + min_frames_pca=10, mask_rdi=None, cube_sig=None, left_eigv=False, @@ -1190,6 +1199,9 @@ def _adimsdi_doublepca( raise ValueError("Scaling factors vector has wrong length") scale_list = check_scal_vector(scale_list) + if type(scaling) is not tuple: + scaling = (scaling, scaling) + if verbose: print("{} spectral channels in IFS cube".format(z)) if ncomp_ifs is None: @@ -1208,7 +1220,7 @@ def _adimsdi_doublepca( iterable(range(n)), ncomp_ifs, scale_list, - scaling, + scaling[0], mask_center_px, svd_mode, imlib2, @@ -1216,7 +1228,6 @@ def _adimsdi_doublepca( collapse_ifs, ifs_collapse_range, fwhm, - conv, mask_rdi, left_eigv, ) @@ -1225,6 +1236,12 @@ def _adimsdi_doublepca( if verbose: timing(start_time) + if smooth_first_pass: + residuals_cube_channels = cube_filter_lowpass(residuals_cube_channels, + mode='gauss', + fwhm_size=fwhm/3, + verbose=False) + # de-rotation of the PCA processed channels, ADI fashion if ncomp_adi is None: if verbose: @@ -1251,18 +1268,53 @@ def _adimsdi_doublepca( print("{} ADI frames".format(n)) print("Second PCA stage exploiting rotational variability") - res_ifs_adi = _project_subtract( - residuals_cube_channels, - None, - ncomp_adi, - scaling, - mask_center_px, - svd_mode, - verbose=False, - full_output=False, - cube_sig=cube_sig, - left_eigv=left_eigv, - ) + if source_xy is None: + res_ifs_adi = _project_subtract( + residuals_cube_channels, + None, + ncomp_adi, + scaling[1], + mask_center_px, + svd_mode, + verbose, + False, + cube_sig=cube_sig, + left_eigv=left_eigv, + ) + if verbose: + timing(start_time) + # A rotation threshold is applied + else: + if delta_rot is None or fwhm is None: + msg = "Delta_rot or fwhm parameters missing. Needed for" + msg += "PA-based rejection of frames from the library" + raise TypeError(msg) + yc, xc = frame_center(cube[0], False) + x1, y1 = source_xy + ann_center = dist(yc, xc, y1, x1) + pa_thr = _compute_pa_thresh(ann_center, fwhm, delta_rot) + + res_ifs_adi = np.zeros_like(residuals_cube_channels) + for frame in range(n): + ind = _find_indices_adi(angle_list, frame, pa_thr) + + res_result = _project_subtract( + residuals_cube_channels, + None, + ncomp_adi, + scaling[1], + mask_center_px, + svd_mode, + verbose, + False, + ind, + frame, + cube_sig=cube_sig, + left_eigv=left_eigv, + min_frames_pca=min_frames_pca, + ) + res_ifs_adi[frame] = res_result[-1].reshape((y_in, x_in)) + if verbose: print("De-rotating and combining residuals") der_res = cube_derotate( @@ -1293,7 +1345,6 @@ def _adimsdi_doublepca_ifs( collapse, ifs_collapse_range, fwhm, - conv, mask_rdi=None, left_eigv=False, ): @@ -1317,11 +1368,6 @@ def _adimsdi_doublepca_ifs( multispec_fr, scale_list, imlib=imlib, interpolation=interpolation )[0] - if conv: - # convolve all frames with the same kernel - cube_resc = cube_filter_lowpass( - cube_resc, mode="gauss", fwhm_size=fwhm, verbose=False - ) if mask_rdi is None: residuals = _project_subtract( cube_resc,