{ "cells": [ { "cell_type": "markdown", "id": "f59a21dd", "metadata": {}, "source": [ "# Visualization Tutorial for CAMEA\n", "In this tutorial script data from the CAMEA multiplexing spectrometer at SINQ PSI will be loaded, converted and visualized using an interactive 3D visualization. All of this requires you to already have installed the software package MJOLNIR in you current environment. For instructions on this, see the provided tutorial overview.\n", "\n", "## Script build up\n", "This tutorial script is split into multiple parts where key functions are called one after the other. Some of these parts are supposed to be call multiple times, e.g. plotting of data, while others need only to be run once as an initialization of packages and loading of data, these will be signified with a comment in the top of the cell\n", "\n", "## Nice to know\n", "All plots generated directly through MJOLNIR shows the current mouse position in the relevant space through a tool tip in the matplotlib window. It is most likely lokated in the top right corner. If you cannot find it, try to expand the windows size." ] }, { "cell_type": "markdown", "id": "ca8a57b5", "metadata": {}, "source": [ "## Check of package installation\n", "First of all, a check of the packages needed for this tutorial is performed by simply importing MJOLNIR and printing the current version of the software. If this step succeeds all of MJOLNIR's dependencies have an overwhelming probability of also being installed correctly, e.g. Matplotlib or numpy." ] }, { "cell_type": "code", "execution_count": 1, "id": "0323d18e", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:52.511143Z", "iopub.status.busy": "2023-07-25T11:37:52.511143Z", "iopub.status.idle": "2023-07-25T11:37:52.536204Z", "shell.execute_reply": "2023-07-25T11:37:52.536204Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Your version is 1.3.1 and MJOLNIR is correctly installed.\n" ] } ], "source": [ "import sys\n", "sys.path.append(r'C:\\Users\\lass_j\\Documents\\Software\\MJOLNIR')\n", "# Run once\n", "try:\n", " import MJOLNIR\n", " print('Your version is',MJOLNIR.__version__,'and MJOLNIR is correctly installed.')\n", "except ImportError:\n", " print('MJOLNIR could not be found. Either the current environment is different from the one into which MJOLNIR was installed, or the MJOLNIR installation failed. Please contact the instructors :-/ .')\n", "\n", " " ] }, { "cell_type": "markdown", "id": "a1196873", "metadata": {}, "source": [ "## Helper functions\n", "In this tutorial some functions need to be used which are not standard. These are simply given in the following cell" ] }, { "cell_type": "code", "execution_count": 2, "id": "86495ec2", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:52.539144Z", "iopub.status.busy": "2023-07-25T11:37:52.539144Z", "iopub.status.idle": "2023-07-25T11:37:52.552154Z", "shell.execute_reply": "2023-07-25T11:37:52.551197Z" } }, "outputs": [], "source": [ "# Run once\n", "\n", "### helper function to print the values of your fit\n", "def PrintParameters(vals,err):\n", " if not np.all(np.isfinite(err)):\n", " for par in range(len(vals)):\n", " print('{} +- {}'.format(vals[par],err[par],[par]))\n", " return\n", " errdecimal = -(np.floor(np.log10(np.abs(err))).astype(int))\n", " \n", " errdecimal+= (np.floor(err*10**errdecimal)==1).astype(int)\n", " print(errdecimal)\n", " for par in range(len(vals)):\n", " print('{} +- {}'.format(np.round(vals[par],decimals=errdecimal[par]),np.round(err[par],decimals=errdecimal[par])))\n", " \n", "def Gaussian(x,A,mu,sigma,B):\n", " return A*np.exp(-np.power(x-mu,2.0)/(2.0*sigma**2))+B\n", " " ] }, { "cell_type": "markdown", "id": "29d27b4d", "metadata": {}, "source": [ "## Loading of data\n", "We are now in a position where data can be loaded. One experiment usually results in multiple data files each containing a specific scan. These different data files are then to be loaded and visualized together. This is taken care of by the DataSet object. To load the data a list of file locations has to be provided to this DataSet object, but because we as scientists are lazy, MJOLNIR contains a function to generate these lists from the folder path and the file numbers.\n", "\n", "In the cell below change the folder to be the correct for you. Running the snippet below might take some time as a lot of data files are loaded" ] }, { "cell_type": "code", "execution_count": 3, "id": "7eca0219", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:52.555178Z", "iopub.status.busy": "2023-07-25T11:37:52.555178Z", "iopub.status.idle": "2023-07-25T11:37:56.844505Z", "shell.execute_reply": "2023-07-25T11:37:56.844361Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DataFiles loaded: C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001371.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001372.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001373.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001374.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001375.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001376.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001377.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001378.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001379.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001380.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001381.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001382.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001383.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001384.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001385.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001386.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001387.hdf\n", "C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data\\camea2021n001388.hdf\n" ] } ], "source": [ "# Run once\n", "from MJOLNIR.Data import DataSet\n", "from MJOLNIR._tools import fileListGenerator\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "plt.rcParams['figure.dpi'] = 200\n", "\n", "# Load data files camea2021n00xxxx.hdf with the following numbers\n", "numbers = '1371-1388'\n", "\n", "##### CHANGE TO YOUR PATH TO THE DATA #############\n", "folder = r'C:\\Users\\lass_j\\Documents\\CAMEATutorial\\Data' #\n", "###################################################\n", "dataFiles = fileListGenerator(numbers, folder, year = 2021)\n", "print('DataFiles loaded: '+'\\n'.join(dataFiles))\n", "\n", "ds = DataSet.DataSet(dataFiles)\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "bfe8dbdb", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:56.861759Z", "iopub.status.busy": "2023-07-25T11:37:56.861759Z", "iopub.status.idle": "2023-07-25T11:37:56.875972Z", "shell.execute_reply": "2023-07-25T11:37:56.875264Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[5.500007] [-46.996902] -130.0 -29.9999\n", "[5.500007] [-51.0008] -29.9999 -130.0\n", "[6.999954] [-46.999397] -138.0 -37.9999\n", "[6.999954] [-51.0008] -37.9999 -138.0\n", "[8.499966] [-39.9999] -140.0 -39.9999\n", "[8.499966] [-43.9989] -39.9999 -140.0\n", "[9.999946] [-36.0009] -145.0 -44.9999\n", "[10.000035] [-39.9999] -44.9999 -145.0\n", "[11.499852] [-36.0009] -148.0 -47.9999\n", "[11.499852] [-39.9999] -47.9999 -148.0\n", "[11.499852] [-36.0009] -147.0 -46.9999\n", "[11.499852] [-39.9999] -46.9999 -147.0\n", "[10.000035] [-36.0009] -144.0 -43.9999\n", "[10.000035] [-39.9999] -43.9999 -144.0\n", "[8.499966] [-39.9999] -139.0 -38.9999\n", "[8.499966] [-43.9989] -38.9999 -139.0\n", "[7.000005] [-46.999397] -137.0 -36.9999\n", "[7.000005] [-51.0008] -36.9999 -38.9999\n" ] } ], "source": [ "for df in ds:\n", " print(df.Ei,df.twotheta,df.A3[0],df.A3[-1])" ] }, { "cell_type": "markdown", "id": "58289c6f", "metadata": {}, "source": [ "## Conversion of data files\n", "As mentioned in the introductionary talk about CAMEA, the instrument has a variable resolution in the energy direction and can be tune after an experiment has been conducted. The energy resolution is chosen in the conversion step where you have a choice between 3 build in normalization tables. \n", "\n", "The difference between the three can be understood by looking at the definition of the active areas on the 1D detectors. Each 1D detector is split into 8 main areas corresponding to the eight analyzers located beneath. Because of the way the instrument has been build, the signal within each of these 8 areas is energy dependent. That is, in all of the active areas the end closest to the sample position measures neutrons with a final energy lower than at the opposite end. By splitting up such an active area into a variable number of section, different energy sensitivity is reached. \n", "\n", "For CAMEA the three normalization tables are currently 1, 3, and 8, signifying the number of segments each active area is split into. The choice of which to choose depends on the scattering intensity of the sample and the duration of the experiments as choosing e.g. binning 8 for a weak signal will split the few neutrons detected into many points. \n", "\n", "As a standard 8 prismatic pixels per active area is choosen, which, combined with the 104 detector tubes and 8 active areas per detector, resulting in a total of 6656 distinct pixel per scan step. \n", "\n", "The following conversion snippet might take a minute or two depending on computing power. " ] }, { "cell_type": "code", "execution_count": 5, "id": "1bd93406", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:56.877981Z", "iopub.status.busy": "2023-07-25T11:37:56.877981Z", "iopub.status.idle": "2023-07-25T11:37:59.378990Z", "shell.execute_reply": "2023-07-25T11:37:59.378091Z" } }, "outputs": [], "source": [ "# Try to run this and the following visualization for different binnings\n", "\n", "ds.convertDataFile(binning=8)\n" ] }, { "cell_type": "markdown", "id": "522846d0", "metadata": {}, "source": [ "## Visualization of the data\n", "With the data both loaded and converted from detector pixels and neutron count into intensity in reciprocal space, it is now time to plot the data. As a first step it is most often a good idea to create an overview of the data. This can be done by using the interactive 3D viewing tool, Viewer3D, generated by calling the View3D method on the data set. What is performed is a binning in 3D into voxels (3D pixels) with constant width (dqx), depth (dqy), and height (dE). From this definition, it can be seen that the arguments the function needs are exactly the bin size in the three directions. \n", "\n", "Because each sample has their own unit cell size and thus also reciprocal lattice vectors, the size of the bins is to be specified in reciprocal Angstrom in the two momentum direction and milli electron V in energy. For the current data, suitable bin sizes are 0.04/Å, 0.04/Å, 0.08 meV as inserted below.\n", "\n", "For the graph to be interactive, it is not possible to plot the figure inline, but rather the qt backend is to be used. (It is just fine if this makes no sense to you and you can simply enjoy that the first line is given below)\n", "\n", "The interactive window should pop up, and some different visualization directions can be chosen. As default intensity is plotted as function of momentum transfer along the two main direction in the scattering plane and for constant energy. Specifically, the lowest energy transfer is chosen.\n", "\n", "\n", "| Key press| Effect |\n", "| ----------- | ----------- |\n", "| 0 | Intensity as function of Momentum and Energy transfer perpendicular to plane vector 1 |\n", "| 1 | Intensity as function of Momentum and Energy transfer perpendicular to plane vector 2 |\n", "| 2 | Intensity as function of Momentum for constant energy transfer |\n", "| + or UpArrow | Increment step along constant axis |\n", "| - or DownArrow | Decrement step along constant axis |\n", "| s | Save current figure |\n", "| End | Skip to the end of allowed stop in this projection |\n", "| Home | Skip to the start of allowed stop in this projection |\n", "\n", "\n", "By clicking on a point in the view, the corresponding reciprocal lattice point is written in the output!" ] }, { "cell_type": "markdown", "id": "9d8ff96e", "metadata": {}, "source": [ "## Extract intensity as function of HKLE for a given cut" ] }, { "cell_type": "code", "execution_count": 6, "id": "11fc51b2", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:37:59.381999Z", "iopub.status.busy": "2023-07-25T11:37:59.381033Z", "iopub.status.idle": "2023-07-25T11:38:00.281974Z", "shell.execute_reply": "2023-07-25T11:38:00.281414Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\lass_j\\AppData\\Local\\Temp\\ipykernel_16372\\3582549767.py:18: RuntimeWarning: invalid value encountered in true_divide\n", " intensity = np.divide(data[0]*data[-1],data[1]*data[2])\n" ] } ], "source": [ "dqx = 0.04\n", "dqy = 0.04\n", "dE = 0.08\n", "\n", "data,bins = ds.binData3D(dqx,dqy,dE)\n", "\n", "from MJOLNIR._tools import invert\n", "\n", "sample = ds[0].sample\n", "\n", "# sample.UB converts directly from HKL to QxQyQz in the space of the instrument, BUT(!) the coordinate\n", "# system of QxQyQz is not aligned so that we have nice HKL vectors along the X and Y axes. This is done \n", "# by RotMat. In addition, Qz is always 0, which is why I project it out with the 2x3 matrix.\n", "\n", "# the invert function inverts a non-square matrix.\n", "\n", "convertMatrix = invert(np.einsum('ij,jk,kl->il',sample.RotMat,np.array([[1.0,0.0,0.0],[0.0,1.0,0.0]]),sample.UB))\n", "intensity = np.divide(data[0]*data[-1],data[1]*data[2])\n", "HKLE = np.concatenate([np.einsum('ij,j...->i...',convertMatrix,bins[:2]),[bins[2]]])\n", "\n", "# HKLE has the shape 4,X.shape\n", "# That is, first index is H, K, L, E, while the latter three are the position in 3D space\n", "# Intensity has the shape of X but one shorter in all directions. Bins are the corners\n", "# while intensity is the center value\n" ] }, { "cell_type": "markdown", "id": "21e3187f", "metadata": {}, "source": [ "## Play around with the visualization" ] }, { "cell_type": "code", "execution_count": 7, "id": "fdc4e336", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:00.284699Z", "iopub.status.busy": "2023-07-25T11:38:00.284699Z", "iopub.status.idle": "2023-07-25T11:38:01.572754Z", "shell.execute_reply": "2023-07-25T11:38:01.572108Z" } }, "outputs": [], "source": [ "# Play around in this cell\n", "%matplotlib qt\n", "\n", "dqx = 0.04\n", "dqy = 0.04\n", "dE = 0.08\n", "\n", "grid = True # if this is True the reciprocal lattice is shown in the plot\n", "\n", "V = ds.View3D(dqx,dqy,dE,grid=grid)\n", "\n", "# The standard colour axis simply goes from the lowest to heighest intensity, but the following values makes the plot nicer\n", "V.set_clim(0,0.01)\n", "\n" ] }, { "cell_type": "markdown", "id": "1c908a2c", "metadata": {}, "source": [ "## Examine the data\n", "As we want to be able to fit these magnon dispersions make a list of positions in reciprocal space where it would make sense to perform a cut. Think about the following points (the answer to some of these questions are not set in stone)\n", "\n", " - How many branches are in the data?\n", " - Which scattering plane has been measured?\n", " - Which positions are most important for determining the spin gap, the band width, and the steepness of the branch?\n", " - Should the cuts be performed along constant energy or at a constant Q point?\n", " - How many cuts are necessary?\n", " - How long should the cuts be and what happens if they are too long/short?\n", " \n", "We are now in a position to start performing 1D cuts through the data. In the following snippet two cuts are performed: \n", " - a constant E cut through the dispersion between (-1,0,0) and (-2,0,0) at 3.7 meV \\pm 0.1 meV\n", " - a constant Q cut at (-1.15,0,0.15) between 0 meV and 6 meV" ] }, { "cell_type": "code", "execution_count": 8, "id": "5ca5f07b", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:01.753602Z", "iopub.status.busy": "2023-07-25T11:38:01.753602Z", "iopub.status.idle": "2023-07-25T11:38:02.506274Z", "shell.execute_reply": "2023-07-25T11:38:02.505510Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Play around in this cell\n", "\n", "# Define the Q points for constant energy cut\n", "Q1 = np.array([-1.0,0.0,0]) # RLU\n", "Q2 = np.array([-.5,0.0,0]) # RLU\n", "\n", "# Define energy range to integrate over\n", "Estart = 3.9 # meV\n", "Estop = 4.1 # meV\n", "\n", "# Define perpendicular width of cut, i.e. how wide the cut is to be in the Q plane\n", "width = 0.05 # 1/Å\n", "\n", "# Define the size of the bins along the cut direction\n", "minPixel = 0.01 # 1/Å\n", "\n", "# The flag 'extend' sets whether or not the cut is to be extended in both directions to include all data\n", "# The flag 'constantBins' decides if the bins used in the cut all have the same size. If not, an adaptive binning method is used\n", "ax1D,data1D,_ = ds.plotCut1D(q1=Q1,q2=Q2,width=width,minPixel=minPixel,Emin=Estart,Emax=Estop,extend=False,constantBins=True)\n", "\n", "# ax1D contains the matplotlib axis element into which the plot has been generated\n", "# data1D is a pandas dataframe containing the data of the cut\n", "# The last return value is bins, which contains a list of bin positions both in energy and the two q directions.\n", "# As it is not needed in this tutorial it has been named '_' which signifies an unused variable\n", "\n", "# If the plot is to be recreated (later used to overplot with our fit), the following code can be used\n", "Intensity = data1D['Int']\n", "# The error is calculated using the Gaussian approximation and normalized to monitor and instrument sensitivity\n", "Error = data1D['Int_err']\n", "H = data1D['H']\n", "\n", "\n", "fig1DCut,ax1DCut = plt.subplots()\n", "ax1DCut.errorbar(H,Intensity,yerr=Error,fmt='.')\n", "ax1DCut.set_xlabel('H [RLU]')\n", "ax1DCut.set_ylabel('Intensity [arb]')\n", "ax1DCut.get_figure().set_size_inches(16,12)" ] }, { "cell_type": "code", "execution_count": 9, "id": "ad94a0fc", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:02.508305Z", "iopub.status.busy": "2023-07-25T11:38:02.508305Z", "iopub.status.idle": "2023-07-25T11:38:02.536263Z", "shell.execute_reply": "2023-07-25T11:38:02.535641Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " Qx Qy H K L Energy \\\n", "0 0.965433 0.841618 -0.993319 1.918646e-35 -2.153623e-08 4.0 \n", "1 0.957895 0.835047 -0.985564 1.903666e-35 -2.136808e-08 4.0 \n", "2 0.950357 0.828475 -0.977808 1.888685e-35 -2.119993e-08 4.0 \n", "3 0.942819 0.821904 -0.970053 1.873705e-35 -2.103178e-08 4.0 \n", "4 0.935281 0.815333 -0.962297 1.858725e-35 -2.086363e-08 4.0 \n", ".. ... ... ... ... ... ... \n", "59 0.520697 0.453919 -0.535738 1.034804e-35 -1.161537e-08 4.0 \n", "60 0.513159 0.447348 -0.527982 1.019824e-35 -1.144722e-08 4.0 \n", "61 0.505622 0.440777 -0.520227 1.004844e-35 -1.127907e-08 4.0 \n", "62 0.498084 0.434205 -0.512471 9.898633e-36 -1.111092e-08 4.0 \n", "63 0.490546 0.427634 -0.504715 9.748829e-36 -1.094277e-08 4.0 \n", "\n", " intensity Monitor Normalization BinCount Int Int_err \\\n", "0 0.0 3000000.0 0.035531 15.0 0.000000 0.000000 \n", "1 3.0 2800000.0 0.029103 14.0 0.000515 0.000298 \n", "2 2.0 5600000.0 0.050022 28.0 0.000200 0.000141 \n", "3 3.0 5600000.0 0.060355 28.0 0.000249 0.000143 \n", "4 5.0 5200000.0 0.043641 26.0 0.000573 0.000256 \n", ".. ... ... ... ... ... ... \n", "59 5.0 10800000.0 0.073636 54.0 0.000340 0.000152 \n", "60 3.0 9400000.0 0.089070 47.0 0.000168 0.000097 \n", "61 0.0 7600000.0 0.058296 38.0 0.000000 0.000000 \n", "62 4.0 8800000.0 0.092436 44.0 0.000216 0.000108 \n", "63 2.0 8400000.0 0.078219 42.0 0.000128 0.000090 \n", "\n", " BinDistance \n", "0 0.013361 \n", "1 0.028872 \n", "2 0.044384 \n", "3 0.059895 \n", "4 0.075406 \n", ".. ... \n", "59 0.928524 \n", "60 0.944036 \n", "61 0.959547 \n", "62 0.975058 \n", "63 0.990569 \n", "\n", "[64 rows x 13 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data1D" ] }, { "cell_type": "code", "execution_count": 10, "id": "cad3df67", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:02.538294Z", "iopub.status.busy": "2023-07-25T11:38:02.538294Z", "iopub.status.idle": "2023-07-25T11:38:02.552319Z", "shell.execute_reply": "2023-07-25T11:38:02.551391Z" } }, "outputs": [ { "data": { "text/plain": [ "(57, 95, 102)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "V.Data.shape" ] }, { "cell_type": "code", "execution_count": 11, "id": "3e8c3578", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:02.554486Z", "iopub.status.busy": "2023-07-25T11:38:02.554486Z", "iopub.status.idle": "2023-07-25T11:38:03.224247Z", "shell.execute_reply": "2023-07-25T11:38:03.223544Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Play around in this cell\n", "\n", "# Definition of position and energy range for constant Q cut\n", "Q = np.array([-1.25,0,0]) # RLU\n", "\n", "Emin = 0 # meV\n", "Emax = 6 # meV\n", "\n", "# If a point lies within the width of Q it is used in the cut\n", "width = 0.05 # 1/Å\n", "\n", "# The bin size along the cut\n", "minPixel = 0.1 # meV\n", "\n", "ax1D1,data1DE,_ = ds.plotCut1DE(Emin,Emax,q=Q,width=width,minPixel=minPixel)\n", "\n", "# Just as above the return values are the matplotlib axis, the pandas data frame containing the data and binning\n", "\n", "# Recreating this plot is again performed as\n", "Intensity = data1DE['Int']\n", "# The error is calculated using the Gaussian approximation and normalized to monitor and instrument sensitivity\n", "Error = data1DE['Int_err']\n", "E = data1DE['Energy']\n", "\n", "\n", "fig1DECut,ax1DECut = plt.subplots()\n", "ax1DECut.errorbar(E,Intensity,yerr=Error,fmt='.')\n", "ax1DECut.set_xlabel('E [meV]')\n", "ax1DECut.set_ylabel('Intensity [arb]')\n", "ax1DECut.get_figure().set_size_inches(16,12)" ] }, { "cell_type": "markdown", "id": "7a90c187", "metadata": {}, "source": [ "## The MnF2 dispersion theory ## \n", "When you have optained a list of energies as a function of Q positions, it is time to fit the actual dispersion. This is done by the same method as above, but with a different fitting function, namely the one for MnF2\n", "\n", "\n", "$$\\hbar \\omega(\\vec{Q}) = \\sqrt{\\left(\\hbar \\omega_2 + \\zeta(\\vec{Q})\\right)^2- \\left(\\hbar \\omega_2 \\gamma(\\vec{Q})\\right)^2}$$,\n", "where\n", "$$\\zeta(\\vec{Q}) = D+2\\hbar \\omega_1 \\sin^2\\left(\\frac{q_z c}{2} \\right)$$\n", "$$\\gamma(\\vec{Q}) = \\cos\\left(\\frac{Q_Ha}{2} \\right)\\cos\\left(\\frac{Q_Ka}{2} \\right)\\cos\\left(\\frac{Q_Lc}{2} \\right)$$\n", "\n", "and $\\hbar\\omega_i=2Sz_iJ_i$, $z_1=2$ and $z_2=8$.\n", "\n", "By assuming that the input vector $\\vec{Q}$ is a 3xN array with H, K, and L in the first dimension and points in the second, the dispersion is defined:\n" ] }, { "cell_type": "code", "execution_count": 12, "id": "2b95a976", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:03.226358Z", "iopub.status.busy": "2023-07-25T11:38:03.226358Z", "iopub.status.idle": "2023-07-25T11:38:03.239769Z", "shell.execute_reply": "2023-07-25T11:38:03.239221Z" } }, "outputs": [], "source": [ "# run once\n", "\n", "S = 5/2\n", "z1 = 2\n", "z2 = 8\n", "\n", "\n", "def MnF2(Q,J1,J2,D):\n", " return np.sqrt(np.power(2*S*z2*J2+D+2*z1*S*J1*np.sin(Q[2,:]*np.pi)**2,2.0)-\n", " np.power(2*S*z2*J2*np.cos(Q[0]*np.pi)*np.cos(Q[1]*np.pi)*np.cos(Q[2]*np.pi),2.0))" ] }, { "cell_type": "markdown", "id": "8482129f", "metadata": {}, "source": [ "## Play around with the theory prediction\n", "\n", "With the formula for the dispersion define, try to plot this as function of Q for different values of J1, J2, and D, and along the different Q-vectors. An example is seen below for a good guess of formula parameters" ] }, { "cell_type": "code", "execution_count": 13, "id": "d4bcb2fa", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:03.241799Z", "iopub.status.busy": "2023-07-25T11:38:03.241799Z", "iopub.status.idle": "2023-07-25T11:38:03.394184Z", "shell.execute_reply": "2023-07-25T11:38:03.393178Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Run multiple times\n", "\n", "theoryFig,theoryAx = plt.subplots()\n", "\n", "p0 = np.array([0.124,0.115,1.3])\n", "\n", "Q = np.array([-np.ones(201),np.zeros(201),np.linspace(-1,1,201)])\n", "E = MnF2(Q,*p0)\n", "\n", "theoryAx.plot(Q[2],E,label='Theory')\n", "theoryAx.set_ylim(0.5,7)\n", "theoryAx.get_figure().set_size_inches(16,12)" ] }, { "cell_type": "markdown", "id": "1c1cf5ac", "metadata": {}, "source": [ "## Performing multiple cuts\n", "At some point, performing more than just one cut is adventageous and the plots are no longer needed. For both the plotCut1D and the plotCut1DE, the corresponding functions without the plotting are caled cut1D and cut1DE, and they take the same inputs. By creating a for loop over the cut position(s), multiple cuts can be performed at once. An example for performing constant q cuts along energy with different starting positions in Q is given below" ] }, { "cell_type": "code", "execution_count": 14, "id": "349c1888", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:03.396217Z", "iopub.status.busy": "2023-07-25T11:38:03.396217Z", "iopub.status.idle": "2023-07-25T11:38:10.357468Z", "shell.execute_reply": "2023-07-25T11:38:10.357468Z" } }, "outputs": [], "source": [ "# Play around in this cell\n", "\n", "dataFrames = [] # Holder for data\n", "\n", "QList = np.array([[-1.0,0.0,-0.5],\n", " [-1.0,0.0,-0.4],\n", " [-1.0,0.0,-0.3],\n", " [-1.0,0.0,-0.2],\n", " [-1.0,0.0,-0.1],\n", " [-1.0,0.0, 0.0],\n", " [-1.0,0.0, 0.1],\n", " [-1.0,0.0, 0.2],\n", " [-1.0,0.0, 0.3],\n", " [-1.0,0.0, 0.4],\n", " [-1.0,0.0, 0.5],\n", " [-1.0,0.0, 0.6],\n", " [-0.9,0.0, 0.0],\n", " [-0.8,0.0, 0.0],\n", " [-1.1,0.0, 0.0],\n", " [-1.2,0.0, 0.0],\n", " [-1.3,0.0, 0.0],\n", " ])\n", "\n", "Estart = 0.7\n", "Estop = 7.5\n", "\n", "width = 0.05 # 1/Å\n", "minPixel = 0.1 # 1/Å\n", "\n", "\n", "for QPoint in QList:\n", " dat,_ = ds.cut1DE(q=QPoint,E1=Estart,E2=Estop,width=width,minPixel=minPixel,constantBins=True)\n", " dataFrames.append(dat)\n", " \n", "\n" ] }, { "cell_type": "code", "execution_count": 15, "id": "62b52eab", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:10.360472Z", "iopub.status.busy": "2023-07-25T11:38:10.360472Z", "iopub.status.idle": "2023-07-25T11:38:10.846262Z", "shell.execute_reply": "2023-07-25T11:38:10.845747Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Play around in this cell\n", "\n", "combiFig, combiAxis = plt.subplots()\n", "\n", "for d in dataFrames:\n", " Intensity = d['Int']\n", " # The error is calculated using the Gaussian approximation and normalized to monitor and instrument sensitivity\n", " Error = d['Int_err']\n", " L = d['L']\n", " E = d['Energy']\n", " combiAxis.errorbar(E,Intensity,yerr=Error,fmt='.-', label='[-1,0,{:.1f}]'.format(np.mean(L)))\n", " \n", " \n", "combiAxis.set_xlabel('E [meV]')\n", "combiAxis.set_ylabel('Intensity [arb]')\n", "combiAxis.legend(frameon=False)\n", "combiAxis.get_figure().set_size_inches(16,12)" ] }, { "cell_type": "markdown", "id": "39635c1f", "metadata": {}, "source": [ "## Fitting the peaks\n", "Next up is to find the position of the dispersion by fitting. This is done by first defining a suitable fitting function and then to optimize the fitting parameters. This can be done using many different optimization algorithms and packages, but here we will suggest to use the scipy.optimize.curve_fit function.\n", "\n", "To fit using this, a fitting function is needed together with the corresponding x and y values, and a starting guess on parameters. In inelastic neutron scattering it is common practive to utilize Gaussians for these types of fits:\n", "\n", "$$f(x) = Ae^{-\\frac{\\left(x-\\mu\\right)^2}{2\\sigma^2}}+B $$\n", "\n", "Here $A$ is the aplitude, $\\mu$ is the center point, $\\sigma$ is the width, and $B$ is the background. The snippet below shows how to fit such a function to the last cut from above, and it is your tasks to adapt this code to fit all of the cuts you performed above." ] }, { "cell_type": "code", "execution_count": 16, "id": "b40333e7", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:10.849308Z", "iopub.status.busy": "2023-07-25T11:38:10.849308Z", "iopub.status.idle": "2023-07-25T11:38:13.883467Z", "shell.execute_reply": "2023-07-25T11:38:13.883041Z" } }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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X+OxnP3v6b+o0WA3BdKtqrYL0/ZyT+jqpLuXRW5b2+YfnW/IxAPxv97Rzdg89tWYjEyOLp+Yxt8THpLx0Hrll2Yglg6F69tln+fa3vw3Afffdx/XXX8+SJUs4//zzWbp0KVVVVd2b6vSJe/FiVq1axfLly/nABz7AD3/4QwAeffRR7r//fjweD9/73ve47LLLWL58OTfffDMTJ04c1fd2PKshmG5dQ05T1c20ggwWT8vvU56V4/xDbKk7Aqog0jP0tPUI03KmjWq85szh83rweT2jlgx6b5SzaNGi7v0Kli1bRllZ3+3eCwsLB/xFfs8993DPPff0OXfdddd1f33VVVdx1VVXjVDUp89qCKZb1z4Ize5JTMg/cdMbj9uF1x3BHwhDk3OtzVY2yerRRx/tdx7C8VR10KYcVeVzn/vciMV15ZVXDmnntliwGoLpdrjmTVJUqY0UsDg3vd9rfGkp+AMZcHgT5E5mXMY43OK2hGBi6je3Lx/R5914443ceOONQ7q2uLh40HKPx0NJSckIROU4lX6NkWY1BNOtovoNxncKxzrdTBwoIWR48UsWHHZmXaa4UhiXMc6WrzBmDLCEYLpV+CvIjzh/6QyYELwe/GklcLinHXVC1gSrIZhTEoudGk1fw/mMLSEYR2cbFZEAWZ6zAJgwWEJIyYeq7RBoca7NtLkIZui8Xi/19fWWFGJIVamvr8fr9Z7SfTHpQ+i1p/K5QAC4RVXLe5XfCtwOhICvq+rTIpIJ/BiYDqQC/6iqJ64GZWKi7egbNLtduMXZTHxCbv8/SFlpKVSLDzQMR16D6RcxPms8NftrCEaCeFwDzyA1BmDSpElUVFQMuF6QGRler5dJkyad0j2x6lS+FvCq6nIRWQZ8F7gGQERKgDuBUsALrBeR54HPAdtV9QYRWYiTTCwhjJLaCqcJKOSajEugOLv/hODzptASif7SP7wJpl/EhMwJRDRCTVsNE7PiO47aJD6Px8P06dPjHYbpR6yajC4EngVQ1TKcX/5dlgAbVDWgqk1AObAQuAzoFJE/A18C/hyj2Ew/amreBKAjnE9xthePu/8fDZ/Xgz8QgaK53R3LNvTUmLEhVgkhG+i9SlNYRFIGKPMDOUAhkKeqlwF/BP6zvweLyG0iskVEtliVc+TUHnNa9JpaUwbsPwBnG82WQIjwpKVODSESsYRgzBgRq4TQDPh6HbtUNTRAmQ9oBOqBp6Ln/kjfWkU3Vb1fVUtVtbRr1UBzmiJhaqK/zOtbIoMmhOzoAnetJUuhownq3qYk0xmZZB3LxiS3WCWEDcAVANE+hG29yjYDq0TEKyI5wDxgO7C+6x7gIuCtGMVmjndsPzUSxksq1U2dA3YoAz0rnhYtck4c3kSaO42i9CJbz8iYJBerTuUngHeJyCuAADeJyF1Auao+JSI/AF7GSUhfVNUOEfkm8FMR2QgEgRtiFJs5XtWb1Ljd5HsmURuODDgHASArzelQ9qdPgPR8p9lo8ccZnzXemoyMSXIxSQiqGgHuOO70rl7lDwAPHHfPMeD9sYjHnETVNmpTUshyzwBgQs7ACaGrhtASCMPERVDlVP6KM4opbywf8D5jTOKziWkGqrZRk+olDadzeLA+hO4mo44QFM6Buj0QiVCUXkRtm3XyG5PMLCEYtGobNS5whZ3NcAZrMupKCM0dQSiaA6F2aDpEUUYRLcEW2oJtoxKzMWbkWUI4w3zkJxv5yE829pxoqaG5rYZOlFBnNpmpbrLTB25J7NrLtiUQchICQO1uxmWMA6CuvS5msRtjYssSwhmmuT1IRUMbWw82OCeqtlHtdgPQEUhnQm46IjLg/X2bjJx1j6jdTWG6szVgTVtN7II3xsSUJYQzyNaDDeyq8lPZ2MF1D5Q5SaFqG7UpTkLwt3qYmDdwcxFAuseN2yX4O4KQkQ+Z46BuN+PSrYZgTLKzhHAGKdtXT9f6kp2hCGX76p0O5Sxngl99iw7aoQwgImSlpdDSEZ1nWDQHandTlOE8w2oIxiQvSwhnkGUzCrq/FokeV22jJqcYjXhobAsN2qHcxedNcZqMIJoQ3ibb4yPVlUptu400MiZZWUI4gyyemsfqs5y/5DNS3Zw3Ph3q91Dr9ZElk4GBl73uLSstheauhFA4BwJNSEs1RRlFlhCMSWKWEM4wkej/WwJhduzeDRqhOsVNliuaEAaZlNYl2+uhJRB0DrpGGtU5I41sLoIxycsSwhmmzh9g4aQcANbvPAxArQbx6nhg8ElpXU5oMoLukUbWh2BM8rKEcIapawkwt8TH3BIfGw61A1DT2YwrXIgIlOQMocmod0LIKoa0nO65CDbKyJjkZQnhDBKJKPWtnRRmpbFyViGv1qfRmjGe+kAD4c4cin0Db4zTmy+6JwLg9E5HRxoVphfabGVjkpglhDNIY3uQcESjCaGAgLpZm7GciEYIBDKG1KEM0V3TOoI9m6QXndXdhwBYx7IxScoSwhmkriUAQKEvjSXTC0ghzNrw2QA0tw2+U1pvWWkpBMNKIBTtoi6aC621FLmchGIdy8YkJ0sIZ5A6fzQhZKWSpW2cL3vY0jIRVaGhRYc0BwF6dk3z9x56ChS1+wGrIRiTrCwhnEFqozWEoqw0OLaXle7tHPBnE+ksJBge2ggj6Fngzt/Rd+hpUYuTCKyGYExysoRwBqlr6QSgyJcG9Xu50LUdRQg3OdtXn0qTEfSqIeRMBk8G2fUHSHOnWQ3BmCRlCeEMUusP4HELOekeqN/LubKPFHeIUPNiYPB9EHrr2TUtmhBcLiiYhdS9bXMRjEliMUkIIuISkftEZKOIrBWRWceV3yoiW0SkTESujJ7LF5G66PVrReSfYhHbmayuJUBBZpqzvHV9OZ7cCeTl1REOZgGnkhCOazICKJwNx/baXARjklisagjXAl5VXQ7cDXy3q0BESoA7gZXAZcC3RCQNWAT8r6qujv53b4xiO2PVtQQo9KU6B/XlUDCT1Kz9ACfdGKe3nl3TQj0n86ZD42GKvFZDMCZZxSohXAg8C6CqZUBpr7IlwAZVDahqE1AOLAQWA4tFZJ2I/FZExscotjNWXUuAwqw0UIX6vVAwk2DaNgACoQivHWoc0nO6m4x6J4T8GaBhdpQ3Wx+CMUkqVgkhG2jqdRwWkZQByvxADrAL+LKqXgz8Afjv/h4sIrdFm5u21NbaL55TUed3ZinTWgeBJgJ506Idw0ooolz/07KendQGcUKnMkD+DLZGZtNWP5vmpgKbrWxMEhqwjUBEHj3Jvaqq1w9Q1gz4eh27VDU0QJkPaAQ2AV2/RZ4AvjbAi94P3A9QWlqq/V1jTqSq1LdGawjH9gJQ6ysi3Daj+5pgdNOcxVPzBn1WittFRqq7Tx/C1rYiPtL5JUKdbmiaw4t7DvLes+fF5s0YY2JisEbjecCnBygT4L8GuXcDcBXwmIgsA7b1KtsMfENEvEBa9HW2A78AHgceA94BbB1C/GaImtqDBMNKYVaq038A1KX7SMnYR1AUVcGT4uqzic5gstJ6rWcEbKiMEMINCGgKj71aaQnBmCQzWEL4lKpu6DoQkQJVre91/KlB7n0CeJeIvIKTPG4SkbuAclV9SkR+ALyM02T1RVXtEJG7gQdF5BNAK3DL8N+WOV7XshVFvjSoKweXh1q3G3fGIb573WSO1mWxbEbBSWsHXfosgQ2kepxkIERQYN3OAD98sZyn/3YEfyDEvWvOH/KzjTHxMWBC6EoGInIF8D9Ak4hkArep6treyaKfeyPAHced3tWr/AHggePu2Q9ccsrvwAxJrT86KS0rDXaXQ/50ajuOAXDRrEkUnlN4Ss/zeT0092oyeutIMz5XgBuy1vNg7l5muW7gO3/e3V1+/U/LeOSWZZYUjElgQ+lU/gqwVFXPBy4Cvh3bkEws1PZa2I76vZA/k7r2OtziJt+bf8rP670EdmsgxPM7qrh6fAOfDf+KzOxKLl58gFWze5JMV/+EMSZxDSUh+FW1FkBVq3Cac0yS6V7YLsMDx/ZBwUxq22sp8BbgklMfbNa7yeiFndV0BCNcMysVCQcoSsujtr2GOy6e2X39qfRPGGPiY7BRRt/sukZEngbW48whCIxGYGZk1bUEcLuE3HAthDogfwa1Ta9SmHFqTUVdfGme7lFGT71xhPE5XkrPmgSbYFxKJrXttayYWRC9NoWHbl5izUXGJLjBOpW7GoDLgXD06ydjG46JFWfZilRcjQedE/nTqTv6f5RklgzreVneFFo6QjS2dfLSnlpuWjkdV34GAIW4ebutFhFn3aRrz5tgycCYJDBYp/IvAETkOVV99+iFZGKhriU6Ke2Ys1QFedOpba9lQeGCYT3P502htTPM028eJRhWrj53AuRkgctDUTjMhk5n0mBWWt/RSMaYxDWUxWsaRORq4G0gAqCqb8c0KjPinHWM0qBhP4ibkK+Eho4GijKKhvW8rgXuHt10iBmFmcyfkO3sr5w3lcJAG62hVtqCbfi8KX3XPDLGJKyhJIRxwGd6HStwaWzCMbFS5w8wa1wWNByA3MkcC/pRlKL0YSaE6PIVO44280/vmO2soAqQP4OitoOQCnXtdWR7PbQEgoM8yRiTKE6aEFS1e26AiBQCt8Y0IjPiVJW6lk5nDkLF/u7mIoDC9GF2Knt7fnSuPm9CT0H+DIqqXoVCH7XttWR5U6hu7jit+I0xo2NI4w1F5AIR+QXOEhQTYxuSGWnNHSE6wxFnlnLDfsibRl2bs2fBsGsI0SYjj1tobOtVA8ibTlFHC+Dsrdx7voIxJrENmBBEJFVEPi4im4HvAecBM1R1sCUrTAKq7ZqDkBqC9gZnlnK0hjDcPoQjjc46hMHwcauk5s+gKOwMSqtrq7NOZWOSyGA1hAM4+xRcr6qrgCOq2j4qUZkR1bWOUaE6S1X0bjIq8A5vsliNv2c6Sp9ZyPnTyYlE8IibmvYafF5nvoKqLUxrTKIbLCF8H3gn8G0RuRxnkTqThLoTQqjKORFtMspLy8Pj9gzrmctnFuKK/kT0mYWcOwURF4WuNOra6vB5UwiGlUAocrpvwxgTYwMmBFX9D1U9F/gBcB1wgYj8u4gMb+C6iZvuZSsCh5wTedOcZSvSh7+UxOKpecwt8TEpL73vonUpaZA9iSJ1dfchANZsZEwSGMooo3XAOhHJBT4G/BI4P8ZxmRFU19KJSyCvpRwyCsCbTV173bA7lLv86Z8u6r8gfzpFoSMcbK/DV9SVEIJOp7YxJmEN1qn8UO9jVW1U1f+Ornp6QrlJXHUtAfIz03A3HoC86YAzAmi4HconlT+dwo4Wp4aQ5jRJ2UgjYxLfYDWE94nIWQOUCc5OZyYJ1LUEnJ3SGvbD5KXOvIT2umHPQTipvGkU7W2lKeAhLdXpTLYmI2MS32AJYeGoRWFiqralk6JMDxypgIUfoTHQSCgSOu0mowHlTaco5Aw9DeEHLCEYkwwGW9zu4HAfKiIu4EfAuTjLZd+iquW9ym8FbgdCwNdV9eleZRcDv1LVycN9fdNXnT/AjAke0EjfWcrDXPr6pPKmURidixCINAF0L5VtjElcQ1nLaDiuBbyqulxElgHfBa4BEJES4E6gFPAC60XkeVUNiMhk4C5geGMhzQlUldqWAEVuZwtN8qef9izlk8qf3j05rUOdCWtWQzAm8Z106QoRKR3Gcy8EngVQ1TKcX/5dlgAbVDWgqk04+y0sFBEvcB/wiWG8nhmAPxCiMxTpNSltWs8s5VglBG8ORR4fAC1hJ/lYp7IxiW8oaxl9VkTKRORT0aGnQ5ENNPU6DotIygBlfiAH+B/gP1W1coivYYagew5CuAZSvJBVctoL2w1Ffs5U3MCxjlq8Hpc1GRmTBE6aEFR1DXA5zrLXvxWRR0Rk9UluawZ8vV9HVUMDlPmATmAV8BURWQvki8iv+3uwiNwmIltEZEttbe3Jwj/j1bU4TUWFgcOQOxVcLura68j0ZJLhyYjZ67ryplMQ6VrgzmNNRsYkgaHurl4MTAEKgTrggyLyq0Gu3wBcARDtQ9jWq2wzsEpEvCKSgzN8dbOqzlHV1aq6GjgWTUQnUNX7VbVUVUuLimLU5DGGdC9b0bYX8qNzENpqY9dc1CV/OoXBTmrbavB5U/Bbk5ExCe+kncoisgloAx4Avqyqgej5Pw9y2xPAu0TkFZw5CzeJyF1Auao+JSI/AF7GSUhfVFVbMD9GuhOCfxfMudY5F8s5CF3yplEUDlPVchSfrXhqTFIYyiijT6nqq10HInKxqq5T1csGukFVI8Adx53e1av8AZwEM9D9w9v53Zygzh9AgPxQNeRNc8611zG/YH5sXzhvOoWhMNva65js9dBifQjGJLwBE4KIrALOBj4jIt+LnnYDnwRsgbskUdvSSX66kKKRniaj9trYzUHokjeNceEwDUE/c9NcVDdbDcGYRDdYDaEBKAHSgPHRcxHg87EOyoycupaAszFOAMifQUtnC+2h9tj3IWRPoFCdkQielLA1GRmTBAabqbwd2C4i96vq0VGMyYygl/fUkhluZ2vKbBbnTqGmxRnVOy5jXGxf2OWmyFsAhHCndNo8BGOSwGCrnf4u+uVrInIk+t9RETkySrGZ07T1YAMdwQj1kUyu7/wiWyvbqG6rBkYhIQBFWRMAUGmnJRAiHLFd04xJZIPVED4Y/f/4ga4xia17W0uEICmU7atn0uQaAIozimP++oW5M+DYISLSCqTREgiRk26rkhiTqIaydMU7ReQ9InKFiOwVketGIzBz+s6fnAuAEMHjUpbNKKCmzUkIo1FDKCiYjagSDDvLZlizkTGJbSgT074B7MFZkG4lJw4nNQlqcr4zE/ky16s8srySxVPzqG6rJjs1G2+KN+av78mfRV4kQiDo7OVsy1cYk9iGkhDagGogpKpVOANHTBLompT2Yfc6Fs9wWv5q2mpGpXYAOJPTQmHaO51+ixYbaWRMQhtKQmjGWbn0MRH5JFAT25DMSKmPrmNUIM3dcxBq2moozox9/wHQvS+CP7riqQ09NSaxDWWm8oeBmaq6Q0QWMMgMY5NY6ludGkKBNHfvpVzdVs2c/DmjE0BqBuMklW3RpbebrcnImIQ2lIQwDrhSRD7Y69zXYhSPGUFdK50WZHjAm00wEqS+vX70moyAkrQcmkLONprWqWxMYhtKk9FvcfYwqO71n0kC9S2dZLo6SS+Y5By316PoqCaE4vRiSHFqKtZkZExiG0oNwa+q/xrzSMyIq28NUCD+Ps1FMDpzELoU50yFjr24xDqVjUl0Q6khbBeRNSIyR0TOEpGzYh6VGRH1/g4KIsf6dCjD6MxB6FJcMAcR8KZEbNipMQluKDWE86L/dVHg0lgEY0ZWXXMLk6QJ8pwcHo+EUFK8EHZCqrvTmoyMSXAnTQiqekl0Z7NpwF5VbYl5VGZE1Ld0cp40Q/4MwGky8rg85KXljVoMWeMWkBGJEHK12a5pxiS4oeyY9gHgX6PXPiYiqqpfj3lk5rREIsqxDqXA1XcOwriMcYjIqMUh6bkUR6CSNmsyMibBDaUP4S5gGc5eyl8H3hfTiMyIaGoPElahIKUDMp29D2raaka1Q7lLsctLRFqtyciYBDeUhBCO7qOsqqpA68luEBGXiNwnIhtFZK2IzDqu/FYR2SIiZSJyZfTceBH5i4i8LCJPiohvWO/IAL0mpfm8EK0RjOqyFb0Up+USdLXZPARjEtxQEsJ6EXkUmCQi9wGvnuwG4FrAq6rLgbuB73YViEgJPQvlXQZ8S0TSgH8GfqGqq4DXgVtO5Y2Yvmr9zqS0ohwnr6oq1a3VcUkIJRkldLo7aG7vHPXXNsYM3VA6lb8gIu/B+SW9S1X/OITnXoiz/hGqWiYipb3KlgAborWOgIiUAwuBzwAiIi5gMnDw1N6K6a3e3wFAQYGzd3JzZzMd4Y741BBypoA7YPMQjElwg+2Y5haRVBH5PfAX4F7gBRH56xCemw009ToOi0jKAGV+ICfaHOUGtgOXAEN5HTOA+vpaAArG9axyCqM7Ka1Lcf4ccHUQjEBHMDzqr2+MGZrBmoxuBnYDl0f/vxvYBhwawnObgd59AC5VDQ1Q5gMaAVQ1qKpnA7cBD/f3YBG5Ldr/sKW2tnYIoZyZ6uuqESLkjXeGnMZjDkKX4uKFiMupsVjHsjGJa8CEoKoPqOp04JOqOkNVp6vqLFW9cQjP3QBcASAiy3ASSZfNwCoR8UbnN8zDmQ39IxG5JHqNH4gMENf9qlqqqqVFRUVDCOXMVNfYRD5+3EXxm5TWpSRvJuJ2EoJ1LBuTuIYyU/l5Efk80L3FlqqebLXTJ4B3icgrgAA3ichdQLmqPiUiPwBexklIX1TVjui5+0TkyzjJ4BPDeD8mqr65jQJXJ/hKgJ51jOKRELJTs0mTTjqwXdOMSWRDSQi/BV4ADg/1oaoa4cStNnf1Kn+A4/ZVUNVdwOqhvoYZXH17mILUUJ8hp/nefFLdqaMei4iQ74nQhDUZGZPIbLXTMao+4GZ+dk+LYLzmIHQZl+ZhP+BvaQEK4xaHMWZgQ0kI20VkDc6wUwVQ1bdjGpU5PcF26sIZFPp6lqiId0Io9mUD4K8/irMsljEm0dhqp2NQoLocP5kU5PY0D1W3VTO/cH7cYpqY6/RlNDfYltzGJKohrXY6GoGYkXPsSDmQSkGhMwqrM9zJsY5jca0hTCmODn9ttIRgTKIaMCGIyEaiTUTHU9UVMYvInLb6qgpgBgXFE4GeEUYlGSVxi2lC7lSQY1T7m+MWgzFmcIPVENaMWhRmRNXVVQMzKMx12u0rWyoBmJg1MW4xFWcWI64j1HcE4haDMWZwAyYEVbW1hJJUfWMjAAWZaQBU+qMJwRfHhJBRDO4ADZ39VjqNMQlgKKudmmSiSn1zGwAFWU6ncmVLJW5xx2Udoy65abm4XQGaIx5oOxa3OIwxA7OEMNa01lIfTCXVpWSlORXAipYKSjJLSHENZVBZbIgIaZ4QrZoOtbvjFocxZmCWEMaauj3UaTaF6dK9VWZlSyWTsibFOTDISHXRrulQu+vkFxtjRp0lhLGmfg915FDoS+8+VemvjGv/QZes9FQ6rYZgTMKyhDDW1O2hnlwKcrIAaA+1U99RH9cRRl3y0tMJRbwEa3bEOxRjTD8sIYw19eXUSz4FWc4IoyMtR4D4DjntUpTlg4iXw/V74h2KMaYflhDGGK3dQ30ks88II0iMhDDelwPAns52aG+MbzDGmBNYQhhLQp34G6rpVDeF0TkIFf4KACb54t+pPCnHWeV0r8tn/QjGJCBLCGNJwwHqI07fQe8agtftpcBbEM/IACjx5QJwwJ1pI42MSUCWEMaS6u3U4yxX0dWHUNlSyYSsCd1DUOMp2+sBoNKdYzUEYxKQJYSxpPot6sgFoCDTqSFU+CsSov8AIMvrTIw74s6G2p1xjsYYc7yYJAQRcYnIfSKyUUTWisis48pvFZEtIlImIldGz00RkRei168TkTmxiG1Mq95OfeZsAAqz0lBVKlsqEyYhZEcTQq2mEbEagjEJJ1Y1hGsBr6ouB+4GvttVICIlwJ3ASuAy4Fsikgb8G/A/qroa+CbwrRjFNnZVv0V9+nQA8jNTae5spiXYkhAdygBZaU6TUTCSRk1rFXTYUtjGJJJYJYQLgWcBVLUMKO1VtgTYoKoBVW0CyoGFwP8DnolekwJ0xCi2sam9EZoOU586nmxvCqkpLipanBFGiVJD8EVrCBrxctiTYv0IxiSYWCWEbKCp13FYRFIGKPMDOapap6rBaFPRfwJf7e/BInJbtLlpS21tbSxiT07VbwFQJwUUZh237HWCJISMVDcuAcJeDqek2EgjYxJMrBJCM+Dr/TqqGhqgzAc0AojIJcAfgI+par9/Pqrq/apaqqqlRUVFIx138oomhPpwxomT0hJgHSNwVjzNSktBIukcTvNaQjAmwcQqIWwArgAQkWXAtl5lm4FVIuIVkRxgHrA9mgzuBd6jqltiFNfYVb0N0vOp7+i1MU5LJb5UH9mp2XEOrofP68HryuNwRq4lBGMSTKwWyH8CeJeIvAIIcJOI3AWUq+pTIvID4GWchPRFVe0Qke8DqcAvomPmd6vq7TGKb+ypfguK51N/uJMl06NDTlsqEmLZ69583hSCoVwOpaZCjSUEYxJJTBKCqkaAO447vatX+QPAA8fdc24sYjkjRMJQvYPQopto2N3ZMynNX8ms3FknuXl0+bwpNLVkUkEQba5AWushM/6zqI0xNjFtbDi2H0LtNOQtQBUKs1KJaIQjLUcSpkO5i8/rgUg6/kgnTS4XHH093iEZY6IsIYwF1U4XTV3mWYAzKa2uvY7OSGfCdCh32XLgGNWNQrhtijPSqNISgjGJwhLCWFD9Foib+lTnl39BZip7G/cCMD1nejwj62PrwQaaO0JEIi7aDt3C2ozlcMQSgjGJwhLCWFC1HQpns6WiBYDq5g7KG8sBmJ07O56R9VG2rz76lYCmsIWFlhCMSSCWEMaC6rfYmrmKe19wdiL73O/e5JW9R8n35lOQnjgdtstmFDgT0wAQ3DlN4D8C/qp4hmWMibKEkOzaG6HpEGW6AI2eCoUjvFUZTKjaAcDiqXn89o4VfGzZVADebp7gFFgtwZiEYAkh2VU5HcrTJpYAzqQPT4oLv2srs/ISa8gpOEnh365dwKwptVQcnc9enQiVr8U7LGMMlhCS3+EyAPZGnL+2b794Bv913XRCaXsSrobQ2/uWuMEV5EtyO2ojjYxJCJYQkt2hTWjhXJ7a0cCSafncffk8vJlHARKyhtCldOIc0gpf4JWOWfz1YCeonvwmY0xMWUJIZpEIHN7MzsJ3Ul7TwlXnObWEPY1O53KizVLubW7+XDz5GylIb+GLLR/kB3/awtaDDfEOy5gzmiWEZFa7EwJNPNmxmBSX8N5zxgNQ3lDOxKyJZHoy4xzgwHLScpiQNY5J4/dRRQHfe7ma639aZknBmDiyhJDMDpURUeHpI5lcOLuQ/Og+ynsa9yR07aDL3Py5VHe2AwoIwVCk11wFY8xos4SQzA5v4rW0JVQ2h7gm2lwUDAc50HSA2XmJ26HcZW7+XJrdr+EmAigpbhfLZiTOvAljzjSWEJLZoY08mXoFaSku3nW2M+x0f/N+QhpKmhqCO+Mgt059AxA+uXoGi6fmxTssY85YlhCSVfNRQg0V/Kl5Bu+cV0xWmrOSeXlDdMmKJKghzMufB8DU2S3k4Wf/4co4R2TMmc0SQrI6XMaGyALqO91cHW0uAqf/IEVSmJ6dOIvaDaQks4Ts1Gx2e1xc4nqDF/e1EI7Y8FNj4sUSQrI6VMaDkStITXGRk96zz1F5QznTcqbhcXviGNzQiAjz8uexy3+AS/PraAy6ee2QjTIyJl4sISSpzbsPsy58Dp2hCDf+/NXu4ZrJMsKoy9z8uexp2MPKuSWkEOIv263ZyJh4iUlCEBGXiNwnIhtFZK2IzDqu/FYR2SIiZSJy5XFlnxaRb8cirjEj0MKfagtxVi6ie7hma7CVypbE2zZzMHPy59AZ6aRu8hyWuHbxl+2H4x2SMWesWNUQrgW8qrocuBv4bleBiJQAdwIrgcuAb4lImoiki8gjwCdjFNPYcXgT6bQD4BJnMbtlMwrYUb8DcH7JJouujuVd3nTekfImexqVQ/VtcY7KmDNTrBLChcCzAKpaBpT2KlsCbFDVgKo2AeXAQsAL/AL4RoxiGjt2/4kGVz6ZqW7+37vP4pFblrF4ah6vVr2KS1wsKl4U7wiHbFrONNLcaexq3s87Jjvn/rqrOr5BGXOGilVCyAaaeh2HRSRlgDI/kKOqDar63MkeLCK3RZubttTW1o5cxMkiEoFdf+IN9zksnpbPJy+Z3T12f9PRTczNn0t2anacgxy6FFcKs3Nns+vYLqbNXcRMqeQv2yviHZYxZ6RYJYRmwNf7dVQ1NECZD2gc6oNV9X5VLVXV0qKiotMONOkceZ225nreDuRy3qSc7tPtoXberHuTpSVL4xjc8MwtmMvOYzuJTL+Yd7hep+xgEy2B0MlvNMaMqFglhA3AFQAisgzY1qtsM7BKRLwikgPMA7bHKI6xZ9fTbNcZRFQ4d3Ju9+nXa14nFAmxZPyS+MU2TIvGLcLf6WdnWirvSN9DMCK8/PYZWPszJs5ilRCeADpE5BXgv4DPiMhdInK1qlYBPwBeBv4KfFFVO2IUx9iz62n+lvsOgD4JYfPRzaRICovGJU//QZeVE1ciCC8d2cDi2ZPIpIMfvlhuK58aM8pSTn7JqVPVCHDHcad39Sp/AHhggHsfikVMY0Lt21D3Nm8UfJ5JeekUZqV1F71a9SoLCheQ4cmIY4DDk+/NZ0HhAtZXrmdJwTW042H7kSau/2lZd4e5MSb2bGJaMtn1NABvtOT0qR34O/1sr9+elM1FXS6ceCHbarfxYmgWigBCpy2HbcyosoSQTHY9Q+24lVQ2BTlvUm736deqXyOikaTsUO6yauIqFCUt5yip4qxn5BKx5bCNGUWWEJJF8xGo3MKbRVcBx/UfVG0m1ZXKuePOjVNwp29+4Xzy0vKoDL3Mo9fmUkQj83KC1lxkzCiyhJAs3ngUgL95zsMlsGBiz1yDzVWbOW/ceaS50wa6O+G5xMXKiSt5pfIVzitdwTWZ29ndCB3BcLxDM+aMYQkhGYQCsOknMOudvHHMzVnFPjJSnfEAjR2N7Dq2iyUlydt/0GXVxFU0BBp469gOVs6bQqem8Oq2HfEOy5gzhiWEZPDmY9Bagy7/FH873Mj5U3K7i5476EzuvnDihXEKbuSsmLACl7hYX7mepRdfQSpB1m/eEu+wjDljWEJIdJEIvPLfUHIOB7IvoKk9yLnRDmVV5de7f828/HmcXXB2fOMcAbneXM4pPIeXK14mo2gqizJqebkiCBFrNjJmNFhCSHTlL0DdblhxJ3+rcJaA6upQfr3mdfY07OEjcz6CiMQxyJFz0aSL2F6/nf1N+1k1p4QdoYnUlT0a77CMOSNYQkh0r/wAsifB/PfxxuFG0j1uZo/LAuDXu3+Nz+Pj8umXxznIkfP+2e8nzZ3Gz7f/nAuXO81gG158GgL+OEdmzNhnCSGRVWyBAy/Dsn8At4e/VTRyzsQcUtwu6trreP7g81wz65qknJ08kML0Qt436338cd8fKczrICdN2NA2GdZ/P96hGTPmWUJIVMEOePKT4BsPi26gMxThrSPNnDvZWeH0iT1PEIqE+PCcD8c50JF304KbQOFXOx9mxexi1ruXoq/8DzTabmrGxJIlhET1l69B7S645ofgzebJ1yvpDEXweT2EI2Eee/sxlo5fyvSc6fGOdMRNyJrAFTOu4PE9j7NoWgZHOjPYpyXOZ2KMiRlLCIlo31oo+yEsuQ1mvYOtBxv4/ONvAvDDF8v57vrfU9VaxZo5a+IbZwzdvOBm2kPtVOs6ANZPvgO2PQbbfhfnyIwZuywhJJr2BvjDJ6BgNrzzqwCs31OLRouD4QgPbX2FlRNWcumUS+MXZ4zNzJ3JO6a8gz9VPMzEvFRelkUwZTn84R/gwPp4h2fMmGQJIZH4q+AXV0FLNbz/J5DqdBYfaXS2i3AJqITIzqni6xd+HZeM7W/fneffSUQjdKZuY+P+BkIffgTypsOvr4OanfEOz5gxZ2z/RkkmdXvgZ++C+n3wd7+BiYsBOFDXyhNvVLJiZgGL5h0hffL9fPeyT1GYXhjngGNvRu4MvnPRd2j1bKU1EOZLz1Ww9ZJfQEo6W39+Fz98cp1tomPMCIrJBjlniq0HGyjbV8+yGQXdq3L2d25QqrDjSXj60yBuuPFpmLgoWqR86cnteNzCwvmv88ieH/H3F9zIyokrY/iuEsuqSav48NyjPFSh/O/mw/zvZiEj5Xu0hRQ2+vGUrefXtyxh8czieIdqTNKzhDCAtbtrKNtXz8pZhayYWcgbhxsp21fHjMIsFHh+RzVPvlFJRJ2mnEvnjiPb6+Gpvx0hokpqiotHblkG0H+CUIXyv8Bf/w2OvgHjzoY1j0D+jO5Lntl2lJf31DFj5lYe2fNbrpl5DXeef+fofhAJoMi9CGfDPQGUzHQPbf4QAEEVPvfzZ/nlFelMvOAq8KSf8vOPT+JDSeqnnPiNSQKiqie/6lQfKuICfgScCwSAW1S1vFf5rcDtQAj4uqo+LSKFwKNAOnAEuElV2wZ7ndLSUt2y5dQXPzv+H/OWA8d4fkc1Xo+LGn8nL71dQ2Xj4Ns8uwQivT66zFQ37cFwn3OFWak0tAWJRJQUt/C5SyazwFPJwT3bKT9Sy4rgRlblN7PtnC9Q5jqPZTOLWDw1D1Vl69G3+Pj95XRST8Hsn/GVFV8aUzOST8XWgw1c/9MyAqEwECK9+Bk6a68mEnHhAlwaxEOINakbyC6exgVzJrNw/kJe92ezaX8D503O5axiH53hMK8famTz/mMUZqXicbt4s6KJl/bUElFwu4SLzyrkpbfrCEe/Z3dfPpcFE3LYX9/Ktoom5o3PJhxRvvHMTkKRCB63iwdvvICVswpPmljaOkM8u72KXVV+3n12MaXT8odUyxxqTXQ49yXaNafzM5JI72Mk/2AY6T8+RGSrqpb2WxajhPB+4GpVvVFElgH/oqrXRMtKgOeBUsALrI9+/R3gNVV9SETuBgKq+l+Dvc5wEsLWA8f40E82ElHn782MFGgNKc6Rc1ySCfuboOvsZB8c9vccf3QuvHeqcuMLEIyAxwWPXNoGoSDXrcsmGBFEIC+lk7pgavezB+Z8DwSYMr6OYNoOqmuLCbeexbln7+CH77ueSb5Jp/Q+x5qufxRnT/LwYs3P+N2bWwm1zaAov4ELJp7Fq1vPorLJd0rPFJQsj+IPOlt29nyHT12GG9rDzhNcAgsK4K16CKvTUZfnhfrj/sYozoDadqey6BJ49xQhpPDXw0pYwS1wQTG8Wk13TfTCCRAIw+Ze55YUQ4oLNh6l+76lxbApeo1b4IOzBZfAY29Hn+2Cq6cLf9yvhCLO/bctcBFW+OlbEcLRc9fOFP6wt+eaz5zvAoH/ei1CKOI8e9n4ntd2CbxripDuhqf397zW5VPh2YM497jg7+YIwTD8bo9zTYoLPrPIRU4q7GuCJcXC4mIhzQ1v1SuvViuLxwnzC4TOCLxW7Zw7u0DoDCtf3hghGI1nxQSo8MO+5q7vs/P92HGs5zMrLYamAOxu6PmelRbDa9U972P5eOd7tutYz0/GzBznuV2f6zumCC7g+UM937N5ebCjoeeaWxe4eNdUoS0Ib9Ypy8YLi4qEiMLmamXDEWVBgTAzR9haE+H1WmVWjjDZJ+w8pvzoTeez9rjg+xe7yfXC63UulpVeMKwEEY+E8D1gs6r+OnpcqaoTo19fDVyhqndEj58Avgn8JHq+SkTOBb6pqu8d7HWGkxB++GI53/lzT/ODy91EJJyN8882Qmbhn0nN2EvD4dtA3SBhfOOewl9zdfdx3uT78aQfItg+hc62maRm7MWTfggFgu1TCLbNJCVjHyrQfOjW6H0RvMVPEmqfQqiptPv1xFOPBgvp+YUUAdzd8Xo9Lttovh+1bbWsr1zPy5Uvs6VqC1WV59JZ+256Pte66OfqHKf4tiNECPoXRs+FySh8ntSMchp7fa+ziv5IS+3VoC6QCL5xTxJsn0JHc8/3LDVzJ51tZzn3EMGbs5lQYAKhjql0fx8lCOrpPk5JO4K4Wwm2zeqJ0dWKRrL63CMoqqk95wjj/Dw4x+JqBwmj4Z77xN0CKmgkk74/Ry6Gm+BOTbjXaylIJ2gKvX+OBzb8JDwQcbXjcrcQ7v3vSjqh1+cq7hbE1UkkmE/fz7qrFV0RVxviChAJ5fXc5+pAI96+z4U+zz7+tfq+v67ft6f7nhWvxz2s3w2DJYRY9SFkA029jsMikqKqoX7K/EDOcee7zp1ARG4DbgOYMmXKKQe2bEYBKa4I4Yjgdimr5lTz8i4f4UgEt0u5fGYx43PTOTp+O5XHcpmY38j4vEKONrxF5bEcJuY3MT7vHOBckOhflq7FIKUgbsTlAVcKuKaDS6iaWUVFTTpTxgWYVLSYo/VefvMiTpOES/jgsiIe3wihMKS63fzqlhU8v6OaB17eR0QhGN1o3hJCX0UZRbxv9vt43+z3AbC+vJK/f+hvBMOK2+Xi6gtyeHKTEI4obhd88IJ8AH63DsJhxe0S3jtnCiU52RyduIvK+mwm5jUwPq+Iow3be32vCznakMIfXtXun5GrFwSAbT0/H7mdHG08xh9endzzczV3Py/vmtV9fO151QB9nrNq7pG+11ywPXrNub2es/e4a3adcM21pXv6ua+8z33XlP4NVeHJrQuJRASXS1ky8wCb905zmt5cES5buANBefbN+d3XlE4/yJb9U7uvueTs3YDw4o6zus+tmlPO+t29Y3yrTzwul7Js1n7Kyqd3P/eqRW/iFnhy68Lua6YV1bO3uoiuX6TTi+qIqIuDdT2/tKcV1SMo+2t7ftlPLazncH0+qoLLFeF9F+yMvn5+r8/jQN/Psfszyx3ks94dvSan1zWHjrvmrX4++76v9a6FO9lfXciuo8XdMU/Mb0BQKo71JJuCrBbqW3oS/cIplYzPbeKF7XOJRFyIKONzm6hsyAUkJr8bYllDKFPVx6LHFao6Kfr11cB7VPUT0eMngG8A90fP10RrCN9Q1SsHe52R6kMY7Q7Ck71+V5t5MBTBk2I1hKGKZZv1cDqaR7vtPdHazE/1GuCEn/tTOZco72Oo/6aPfx9fvnI+X3v6rRP+3Z/sMxrJGkKsEsIHgKt69SF8RVUvj5Z19SFcAKQBm4DzcPoQtvbqQ1BV/ffBXme4CSEZ2CgWcyYabvJLBiPVGX267z0eCaFrlNFCnPrPTcAVQLmqPhUdZXQbTsPjN1X1cREpBn4B+IA64DpVbR3sdcZyQjDGmFgY9YQwWiwhGGPMqRksIdjSFcYYYwBLCMYYY6IsIRhjjAEsIRhjjImyhGCMMQZI8lFGIlILHIzxyxTiDINNNskYdzLGDMkZdzLGDMkZd6LFPFVVi/orSOqEMBpEZMtAQ7QSWTLGnYwxQ3LGnYwxQ3LGnUwxW5ORMcYYwBKCMcaYKEsIJ3d/vAMYpmSMOxljhuSMOxljhuSMO2litj4EY4wxgNUQjDHGRFlCOAkRWSoia+Mdx1CIiEdEfikiL4vI5ujeEwlPRNwi8qCIbBCR9SKyIN4xDZWIjBORwyIyN96xDJWIvCYia6P//Tze8QyFiPyLiGwUka0i8vfxjmcoROTGXp9zmYh0iEhuvOMaTKx2TBsTROTzwMeAQZfhTiAfBepV9WMikg+8ATwV35CG5CoAVV0pIqtxNky6Jp4BDYWIeHC2fm2PdyxDJSJenKbi1fGOZaiiPxMrgJVABvDZeMYzVKr6EPAQgIj8EHhQVRvjGNJJWQ1hcHuB98c7iFPwW+BL0a8FCMUxliFT1T8Q3RYVmAo0xi2YU/OfwH3AkXgHcgrOBTJE5DkR+Wt0A6tEdxmwDXgC+CPwdHzDOTUiUgrMV9WE71y2hDAIVX0cCMY7jqFS1RZV9YuID/gd8K/xjmmoVDUkIr8A/ht4JN7xnIyI3AjUquqf4x3LKWrDSWSXAXcAj4hIorcUFAKlwIfoifl0d6kfTV8AvhrvIIbCEsIYIyKTgReBX6rqo/GO51So6seBs4AHRCQz3vGcxM3Au6L9S+cBD0e3h010bwO/UsfbQD0wPs4xnUw98GdV7VTV3UAH0O/SC4km2mcwR1VfjHcsQ2EJYQyJbkP6HPDPqvpgvOMZKhH5mIj8S/SwDYhE/0tYqnqRql4cbYt/A7hBVaviG9WQ3Ax8F0BEJgDZwNG4RnRy64H3iGMCkImTJJLBRcBf4h3EUCV6VdGcmi8AecCXRKSrL+FyVU30Ts/fAz8XkZcAD/DpJIg5Wf0MeEhE1gMK3KyqCd3XpKpPi8hFwGacP2I/qarhOIc1VHOAffEOYqhsYpoxxhjAmoyMMcZEWUIwxhgDWEIwxhgTZQnBGGMMYAnBGGNMlCUEY3oRkdUiUtNrUbK1IvLbfq7rFJHnTuN11onIpcedu1dEbokuhFY23GcbM1w27NSYXqILqd2hqmtOcl2Vqg57ZrKIfBR4p6reGD1OBXYB5+DMwv21qibDOkNmDLEagjGnIVqj+LOIPCUir4vI7SLyGxHZJSL/EL3m4uiy3uuiy3x7cNaaulREMqKPugZ4TlWTZWVdMwZZQjDmRJce12T0uZNcPwn4APAPOAsKfgy4HLg9ugjbA8D7VfVioBK4UVU7gD8A74s+4yacpbSNiRtbusKYE/31ZE1Gx9muqkERaQT2qmqniDQAXpzmn/HAY9EFOtOB56P3PQB8J7pAXp6qvj5Sb8CY4bCEYMzpG6wjrg6oAK5R1aboLnYtAKq6LbpU+Z1A0ixGaMYuSwjGnOjSfrZNHdYigaoaEZF/Ap4RERfQDNzQ65IHge8AU4YbrDEjxUYZGTMMpzvK6CTPnoaNMjJxYJ3KxgxP/unMQxiIiMwCfj3SzzVmKKyGYIwxBrAagjHGmChLCMYYYwBLCMYYY6IsIRhjjAEsIRhjjImyhGCMMQaA/w/1goL52DYsnAAAAABJRU5ErkJggg==\n", 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\n", 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hvLx8xPstXrx41OvTuZ9S45GocprQ7u9nUVHYehBPCLWlTtr9/YQi0WRCmFWVWJVscEg0uSrZ6bD+Jg1GopTpetScm/EthKXzKji+toQ5FYUTulry4YcfZsOGDUdNBmC9gefn57N7926MMTz66KOsWbNmxPutXr2aRx99lFgsxv79+4nFYlRVVSWvPeGEE9i5cyft7e309/fz1FNPsWrVqgn5vNTM1tjdmBw/APD5+3Hb+6wHJUcSAkBrd4g6lzXVNIQ1dvY2RxP3uL6f/D1z5lktBJ1pNDnM+IQAUOJ0MLu8MOurJR955BG+9a1vAbB+/XquvPJKli9fzumnn86KFStoaWnhiiuGz75dunQpa9asYdWqVVx++eXcfvvtANx777387Gc/w+FwcNttt3HhhReyatUqrr32WmbPnp3Vz01NP/6wn65QF7NLrJ+lSDRGR6CfSlu8NTqgywisqacl+SW4HC62NlpJ4werQiyNvAz9AeBIl5HONJocpnWX0WQ0cJOcM844I7lXwcqVK9m0adOga6uqqkZ8I7/lllu45ZZbBh378Ic/nPz40ksv5dJLL52gqJUiWZOopsh64+8IhDEGqkwH5JdAvjVGlmghJGcaFdWya6+DWWVOFtbFW7I9zeBeeKTLSFsIk4ImBOC+T0xsd8q9995LdXX1sKmnQxlj+PznPz/q+S984QsTFte6devS2rVNqVQO+62EUF1k1StKlq2IepPdRTA8IVQX1fFaWwXvO92DlMVnEiUTgnYZTSaaECbYNddcwzXXXJPWtTU1NaOedzgc1NZO3JKMhx9+eMLupWae1kArcKSFkFiUVhlugeIjP6elhXk4HbbkauW8/gai0XzOOc4DJVayoNuqenpkUFm7jCaDaZkQdJFL5k3ljZXU+CS6jBIthETZiqrgfqidm7xORKgrK0wmhO7O2UCMZQtKwBGfet1jFcMr0EHlSWXaDSo7nU58Pp++YWWQMQafz4fT6cx1KCqLWgOtlBWU4cyzvu9HCts1JgeUE2pKCzgc7zI62FqKzXmQkGkHZynkFw9oIWhCmEymXQthzpw5HDx4cMQSEWpiOJ1O5syZk+swVBYd9h9OdheBNYZgEyiPtA5LCLWlTl5q7KCrL0yjV3C4d9Lib6G+tN6qehpvISS6jHRh2uQw7RKCw+EYtGm9UmpiHA4cTnYXAbT19lNZaMcWM8myFQk1ZU5au0M8s6sNY8Du2kFLID6hobRueAshoi2EyWDadRkppTKjNdA6qIXgS1G2IqG21El/NMYfXz6Eq8COvfBAsurpwK00tctoctGEoJQ6qnA0jC/oG9Zl5M4fXLYiITH19LE3DrN6YRXuwnKa/VYSoLQuuZWmM896C+rr1y6jyUATglLqqLx91pjcwC4jn7+fSnt8b40UXUYABlhznIeaoprBLYRYGAI+8uw2HHbRLqNJQhOCUuqokquUXUdaAm29IaqkB2wOKBxc9iXRQgBwF+VT56obkBDiySMxsJynu6ZNFpoQlFJHNXQNQigSpScYwU2n1V00ZN3PwY5A8uObHngZgg1HEkLpLOv/+MByge6aNmloQlBKHVWibEWyjpHfGjsYWrYi4cV9HcmPw5EYPd219IZ76e3vtaadwqCppyFtIUwKmhCUUkfVGmjFaXdSmm9t5NSWLFtxeFDZioSVDe5ko8GRZ2PZPOt5Lf6WeIvCNmjqqY4hTA6aEJRSR5VYg5AoCeNLlK0I7U/ZQlg6r4ITBuwzctZCq1XQ7G8Gex64qgdMPbVpl9EkoQlBKXVUrYHWQQPK7f542YrQwWFTThMG7jOS2Dlt0OK0RELQQeVJQxOCUuqoWgOtg6ec9lothErpHjEhDOQp9GAX+5GB5eJa6LHGJZwOTQiTxbQrXaGUmlgxE+NwYHAdo7befhw2KCUwbA1CwsB9Ruw2O54iz5GE4KqC5pcBq8uo3a9dRpOBthCUUqPqCHYQiUWGtBBCuJ3x2abF1SM/eYDaotrkbCVcHvB7wRhr2qkOKk8KmhCUUqMaunUmWGUrKpNlK9LbxMlT5EmueMblgVgEgp048+xa7XSS0ISglBrV0J3SwNocx20PApJ2C8FT6MEbGJAQAPxt8VlG2kKYDDQhKKVGNXQvZYA3m7rY1xlms2Mp2B1p3cdT5KEn3EMwErTGEAD8Xh1UnkQ0ISilRnU4cBi72KkqtN7ENzd2EI4aDkQruLL3/7K5seMod7Aknu/t8w5oIXhxOmz0haO6y+EkoAlBKTWqw4HDuAvd2G3W3gVP70zsRiiEjZ1Ne3xp3cdTaCWBtr62QQmh0GEnZiAc1YSQa5oQlFKjGroxzkmzygAQYjhshpUN7rTu4ynyJO9HUfw5/jbdNW0S0YSglBrV0IRQ7y4CYJ39ee45YxtL51WM9NRBBrUQ7HlWyWy/lwLdNW3S0ISglBrV0L2UOwPWdNMP2J5k6ayitO9TXlBOni1v8Ewjvze5a5pOPc09TQhKqRH5w378Yf+QhGCVrSgX/5HZQmkQEaoKqwavRfD7dF/lSUQTglJqRIm/5hP9/wBdfVYLoZzeMSUEGLoWoSo57RTQiqeTgCYEpdSIEn/NJ6aMwpGEUCa9R2YLpclTOGS1cnzaKeig8mSQkYQgIjYRWS8iz4nIBhFZNOT89SLykohsEpF18WN1IvI3Efm7iPxRREoyEZtSKn1tfW3AkQFhsMYQbBiKCULRGFsIRZ7kPXF5oK8dZ/xdSLuMci9TLYR3A05jzCrgZuB7iRMiUgvcCKwGLgS+KSIFwD8DvzDGrAG2AtdlKDalVJqSXUaFg7uMyhxRbGLG3GVUVVhFZ6iTcDScfK4z2gNol9FkkKny12cDjwAYYzaJyLIB55YDzxhjQkBIRHYBpwCfA0REbMBcoDFDsSml0tTW14bD5qCsoCx5rLMvTHleP+SXQV7BmO43cOppXby7yRnuBLSFMBlkqoVQCnQNeBwVkbwRzvUAZcZat24HXgfOA55IdWMR+Xi8u+klr9eb6hKl1ATx9nmpKqxKbp0J1iyjUlsQXOktSBsouTitrzU5/uDst0pfaELIvUwlhG5g4BiAzRgTGeFcCdAJYIwJG2NOBD4O3J3qxsaYnxljlhljlnk8YxvQUkqNjbfPO6i7CKC7LxyfYTT2379kCyFwpHxFQX87AMGIdhnlWqYSwjPAxQAishJ4bcC5F4A1IuIUkTLgBOB1EfmJiJwXv6YH0J8OpXKsLdA2aIYRxLuMTPf4EkK8hWAVuIuPIYSsQeZgv7YQcm3EMQQRufcozzXGmCtHOPcg8A4ReRYQ4GMichOwyxjzJxH5EfB3rIT0r8aYYPzYehH5MlYy+NRYPxml1MTy9nlZVrts0LHOQJiyWMeRekRjUFFQgU1sVkJwloMtD2fQC9Rrl9EkMNqg8gnAZ0c4J8D3R3qiMSYG3DDk8LYB5+8A7hjynG3A2lHiUUplUX+0n+7+7kEthFjM0B0MU25vA9e8Md/TbrPjdrqt2Usi4PLgCLRiE12HMBmMlhA+Y4x5JvFARNzGGN+Ax5/JaGRKqZxKtQahJxjBGCijZ1xdRjB0K80qJNBGocOu004ngRHHEBLJQEQuFpE9wOMiskNE1g48r5SanhJv2gPLVnT2WXWMysZYx2ggT+GAxWlFVRBo013TJol0BpW/AqwwxpwOnAN8K7MhKaUmg7aA9aadqmxFOeNPCFWFVcMrnmoLYVJIJyH0GGO8AMaYFsCf2ZCUUpNBsoUwpGwFQPk46hgleIo8tAfbicQi8YTQRoHDpmMIk8Bos4y+kbhGRB4GnsZaZRzKRmBKqdzy9nmxiY1KZ2XyWGeisB3+MdcxSvAUejAYfH0+alxV0N+Ls0gIaZdRzo02qLw9/v8uIPGd+mNmw1FKTRZtfW1UOiuTeykDdAUSYwi945p2CoPLV9QkVivbY9plNAmMmBCMMb8AEJHHjDEXZC8kpdRk4A0MX6WcLH1dWGBtgzkOgxenxROCRHRQeRJI5zvaISKXATuIrx42xuzIaFRKqZxr60uxSjkQptAWoaC4fNz3TdzTSggNADglTLeOIeRcOgmhGqsSaYIBzs9MOEqpycLb5+UE9wmDjnX2hSm39Y17QBnAXehGEGumkWc5AE4TIhh2HVO86tgdNSEYYxL1hRCRKuD6jEaklMq5aCxKe7B9WAuhqy98TGsQABw2BxXOisH1jExQu4wmgbSK24nImSLyC6widbMzG5JSKtfag+3ETGz4GEIgXthunDOMEjyFHmudQ74LHC4KTEAHlSeB0aad5gMfAj6NNdW0FGgwxvRlKTalVI6kWoMA1l4IC2Kdx9RlBFBVVGXtiQDgqsIZ9WsLYRIYrYWwD2snsyvj21o2aTJQamZIlJaoKhraZRSi/Bi7jACqC6uTK6FxeXBGezQhTAKjjSH8ALgSmC8i/41V4VQpNQOkKmwH0BmIxDfHObaEUFVYhS/oIxqLYnd5cPq6icQMkWiMPHumtmlRRzNacbtvG2NOBX4EfBg4U0T+Q0TelrXolFI5kag1NHBQORiOEooaSsV/zF1G1UXVRE2UjlCH1WUUtnbV1V3TcuuoqdgYs9EYcxWwEDgI/DLjUSmlcsrb56WsoIx8e37y2JHCdr0TMqgM0Bqw9lbWfZUnhxETgojcNfCxMabTGPPjeNXTYeeVUtNHW18bVc7hi9KA+BjCsbUQEquV2/raoLiawvjwpCaE3BptDOE9InLcCOcEa0c1pdQ05O3zDhtQ7kzWMQpAYcUx3X9oC6FArHvr1NPcGi0hnJK1KJRSk0pboI0zas4YdCzZZVSYB7ZjG/gdVL6i5AScWPfWFkJujVbcrjGbgSilJgdjDN6+4YXtkqWvXc5jfg2H3UFFQYU1eF17Lk6sFkJI6xnllM7vUkoN0t3fTTgWHl62Ij6GUFY8MTWHknsruzw4tctoUjhqQhCRZdkIRCk1ObQGrBXE1a7qQce7+sLYiVJSXDohr+Mp8lgthKJKnBIBtMso19JpIXxeRDaJyGdEpDzTASmlciuxBqG6cHBC6Ozrp0wCSPGxzTBK8BTGWwg2O05nEaAthFxLZx3CFcBFWGWvHxCRe0RkbYbjUkrlyOHAYeDI1NCETn+IMsa/l/JQnkIPvj5rtbKzqATQFkKupTuGUAPUA1VAG/A+EflVxqJSSuVMorBdddGQLqMev5UQJqqFUORJrlZ2uqxuqKAOKufUUfdDEJHngQBwB/BlY0wofvzRDMemlMqB1kArZQVlFNgLBh3vCgSpFD+4RlqeNDaJLilvwMusEmtdQ1+/JoRcSmfHtM8YY15MPBCRc+PlLC7MYFxKqRxpDbQOm3IK0NkXoYFeKK6ZkNdJLHzz9nlZUGwlhJDWMsqp0fZDWAOcCHxORG6LH7Zj7Y+gBe6Umqa8AS81RcPf9DuDMWu3tAnqMhrYQigoqUKIEQwGJ+TeanxGayF0ALVAAVAXPxYD/inTQSmlcqe1r5VFFYsGHYvGDD1hoczeC0Omo45XYp1Da18rUuyhgDDBPv+E3FuNz2grlV8HXheRnxljmrMYk1IqR6KxKL4+37Auo55gGINQ7oiC49hXKsOR1cptgTaoXICTToJ9gQm5txqf0aqd/jb+4RYRaYr/axaRpizFppTKsvZgO1ETHTbDKFHptKzQPqGvl9xKs9iDk36CQd2UMZdGayG8L/5/3UjXKKWml8Q+x8OmnCYL2xUMe86xSG6l6fJQKP06hpBj6ZSu+AcReaeIXCwiu0Xkw9kITCmVfa3+1AkhUdiuvHhiuosSPEUeKwm5PBTQT7C/f0Lvr8YmnYVpXwd2AjcCq4EbMhqRUipnEovShu+lHN8LoXRi6hglJFcr2/Nx2qIE+yMTen81NukkhABwGIgYY1qwSlgopaah1kArNrHhLnQPOt7da/Xtl5WWTejrDVqtbIeQlq7IqXQSQjfwCHC/iHwaaM1sSEqpXGkNtOJ2usmzDR5e7OzqBKCsonJCXy/REvEGvDjzbAR1YVpOpZMQPgB83BhzN7ARuPJoTxARm4isF5HnRGSDiCwacv56EXkpXkV1XfxYvYg8Hr9+o4gsGc8npJQav9a+1mFF7QA6e3ooIkh+ycSsQUhIvJa3z4vTYSOoDYScSqd0RTWwTkTeN+DYV4/ynHcDTmPMKhFZCXwPeBeAiNRijUcsA5zA0yLyV+BrwH8aY/4gIhcC3wTeO5ZPRil1bLwBL7OKZw073tUboJxeKJ4/oa83qIWQ7yDYo3t25VI6X/0HgFKscYTEv6M5G6ubCWPMJqw3/4TlwDPGmJAxpgvYhbV/8/8D/hy/Jg9IOf9MRD4eb1285PV60whFKZUub8A7bB8EgM5AiDKZuEqnCQP3Vnbm59MXs0NMmwm5kk4LoccY86Ux3rcU6BrwOCoiecaYSIpzPUCZMaYNIN5V9F2sVsYwxpifAT8DWLZsmQ5wKzVB+qP9dIQ6UnYZdfVFrTpGE1S2IiHfnk95QbnVQnAeRxCBgA+KJ/Z1VHrSaSG8LiJXiMgSETlORNKpfdsNlAx8nXgySHWuBOgEEJHzgD8AVxljtqfxOkqpCZKYcpqqsF1XyFBuC01Y2YqBEnsrFzgLCZEPfm3550o6LYTT4v8SDHD+UZ7zDHAp1syklcBrA869AHxdRJxYhfNOwEo65wE/BN5pjGlMK3ql1IRJbJ2ZclA5bKM8PzMzgKoLq2kNtLLAWUQ/IaI9rdhrTsrIa6nRHTUhGGPOE5EyYD6w2xjTm8Z9HwTeISLPAgJ8TERuAnYZY/4kIj8C/o7VQvlXY0xQRH4A5AO/EBGA7caYT4znk1JKjV1y68whi9KMMXRGHJQVZ2bAt7qomu0d23G6ioEQoe42ijLySupo0tkx7XLgS/Fr7xcRY4z599GeY4yJMXxF87YB5+/A2oFt4HNOTTdopdTES7QQhpatCIZj9Ju8CS9sl1DnqsPX58NR5QJ8BLt9mhByJJ2UfxOwEmsv5X8H3pPRiJRSOdHa14rD5qC8oHzQ8WRhu6KJLWyXUOuqxWDot1uzi4K97Rl5HXV06SSEaHwfZWOMMYDuYKHUNNQaaKW6qJp4l21SZ7fVS1xe7MrI69a6agHoi/UAEOztzMjrqKNLJyE8LSL3AnNEZD3w4tGeoJSaerwBb+q9lDusrqSy0pJh5yZCIiEEop0ABHu7RrlaZVI6g8pfFJF3AluBbcaYhzIfllIq21oDrRxXMXxWeVen1YVTVlaekddNJAR/pBOoJBjoycjrqKMbbcc0u4jki8jvgb9hTQl9XESeyFp0SqmsSXQZDdXVZf3FXl5RlZHXLcwrpLygnO5wGwDBQDoTGVUmjNZldC2wHbgo/v92rPUE+7MQl1Iqi/xhP4FIIOUahPu2WLvm7g0VZ+z1a121dIatrqlQXw/EtOppLoyYEIwxdxhjFgCfNsY0GGMWGGMWGWOuyV54SqlsOOy31iAMbSFsbuxga18NYLj+d/vZ3NiRkdevLaqlI2RV1g/G7LpaOUfSWan8VxH5J6zKpAAYY45W7VQpNYUc6j0EwOzi2YOOb9rjI4YAQjgaY9MeH0vnVUz469e6ank+9CwAQfKh+xCUDC+hoTIrU9VOlVJTSLO/GbAWiQ20ssGNYACDI8/GygZ3imcfu1pXbXxQGfpMAfQ0Z+R11OgyVe1UKTWFNPU2kSd5w6adLp1XwXH57fTF8vj+dRdnpHUAViISsepfWi2Epoy8jhpdOgnhdRG5AmvaqQEwxuzIaFRKqaxq8jdR46rBbhteniIUFU4t7cpYMoD41FObtSI6iLYQciVT1U6VUlNIU2/TsPGDBF+0EHdhIKOvX+uqhUQLIb8SujUh5EJa1U6zEYhSKneae5tZNWvVsOOhvgA9FOF2ZXaxmKfIg90m2G0xQvkV0LMlo6+nUhsxIYjIc8S7iIYyxpyVsYiUUlkVjobx9qXeS7n9sLXsyF2WuTUIAA6bg6rCKvrsMYJ5pTqGkCOjtRCuyFoUSqmcafG3YDApE4LPa3XdVFZUZjyOOlcdByRMMK9Eu4xyZMSEoLuWKTUzHPJbaxBmuVIkhDYv4KKqKvN7HNe6ajHST9Dmgv4eCPVAQWYK6qnUMrMFklJqymjuja9BKK4bdq69sxOASs/wZDHRaotqiREkaItvj6OthKzThKDUDNfkb8ImNmqLaoed83VZhebcFWUZj6OuuA4j/fSYeMdFj44jZJsmBKVmuKbeJjyFHhx2x7Bzvt4QDqKUOtOZoX5saotqEVuYnlh8gx5tIWSdJgSlZrim3qaUA8oAvr4YlXmhYbuoZUJtcS1ImN5ofHJj96GMv6YaTBOCUjNcs795WA2jBF/IhrsgmpU4aotqEYnQF46Cs1xXK+eAJgSlZrBILMJh/+HUq5SD3fFVytl5m6h0VmKzR62EUDpLu4xyQBOCUjOYN+AlYiIpZxjRfQgfZbiLC7ISi4hQ5HDQHzZQUqeDyjmgCUGpGazJb73pplqDQNch2k0JlaWurMVTXJBPOAqU1mkLIQc0ISg1gzX1xhNCikHlYMdB/BTirijPWjwlBYVEo3YomQX+VohGsvbaShOCUjPaSBvjAPi81paWVZWZ2RQnFXdRCcbk4Xd5wMSgV/fjyiZNCErNYE29TVQ6K3HmOYed87W3A1BZUpS1eKqKrAVwu23xNRFa5C6rNCEoNYM19TalHj8AfN3dALiL87MWT02xVURvVzQ+1VUHlrNKE4JSM1izv3nkRWk9QQDcruwlhNp4Qtgb7rMO6MByVmlCUGqGMsaMnBCMwRew/krP1rRTgNKCQgAaA51gz9cWQpZpQlBqhvIFfYSiodSrlAPttEcLybcZXPnD91nOlNset7Zr39YUhJJabSFkmSYEpWaoAz0HAJhTMmf4ya4DtJlSqpxkpY4RwObGDpo6rK6iHTuWsznvDC1fkWWaEJSaoXZ37gagoaxh+MnuQ7RTSqVreAXUTNm0x3dkz15jY2NsiRa4yzJNCErNUHu69uC0O1OPIXQdwmdKcWdxyunKBjdWY8QAhrmeAHQdhFh2iuspTQhKzVh7uvawoGwBNknxNtB90KpjVJa9LSyXzqvgtzecRYnTjr1oD87qMET7oetA1mKY6TKSEETEJiLrReQ5EdkgIouGnL9eRF4SkU0ism7Iuc+KyLcyEZdS6oi9nXtZULYg5TnTedBqIWRxDQJYSeGM+kpMtJhGe3zswrcrqzHMZJlqIbwbcBpjVgE3A99LnBCRWuBGYDVwIfBNESkQkUIRuQf4dIZiUkrFBcIBmvxNqccPgEBnK0HyszrlNGFJbSmm38O+SMA64Nud9RhmqkwlhLOBRwCMMZuAZQPOLQeeMcaEjDFdwC7gFMAJ/AL4eoZiUkrF7e3eC0BDeeqE0N7VBUBlFhelJSzyFGNMHjva/ZBfogkhizKVEEqBrgGPoyKSN8K5HqDMGNNhjHnsaDcWkY/Hu5te8nq9ExexUjPIns49ACwsWzj8ZCxKW3yVclWWu4wAFlYXA7C/vR/jbtAuoyzKVELoBgaORtmMMZERzpUAnene2BjzM2PMMmPMMo/Hc8yBKjUT7e3aS57kMbd07vCTXQdpj1l7IFS6st9ltCieEAKBUnwV8zQhZFGmEsIzwMUAIrISeG3AuReANSLiFJEy4ATg9QzFoZRKYXfnbuaWzsVhS7HOoG0HPlMKZLeOUUJZoYPyIiEWqqaxxG3NMoqEsh7HTJSphPAgEBSRZ4HvA58TkZtE5DJjTAvwI+DvwBPAvxpjghmKQymVwp6uPSMOKOPdho94QshBlxFAg8dlJQRnobUvQse+nMQx0+Qd/ZKxM8bEgBuGHN424PwdwB0jPPeuTMSklLKEo2EO9BzgHfPekfoC7zZ8ebUUip2i/Iy8RRzVSXWVbD1QzV72WQd8u8CzJCexzCS6ME2pGaaxu5GoiY44wwjvdtrzZ+WsdQCwuKYEE3Oywx+2DuhMo6zQhKDUDLOny5phlLLLyBjwbqfNXpWT8YOERR5rYHmXLwhFVTqwnCWaEJSaYRIJYX7p/OEne5oh1I0vVpKTRWkJiZlGTR2GkHuhthCyRBOCUjPMnq49zC6eTZEjReE6rzXU1x4pyMmitARPSQGF+RAJutlWVg3tmhCyQROCUjPMns49I9YwwrsdY8AXzN0MI7D2YFjocRHrr+Z1pzPecunNWTwzhSYEpWaQaCzKvu59o0457S2cRX/UUJWDRWkDnVhXgemv5U3iaxC0lZBxmhCUmkGa/E2EoqFREsJ2fOWnArmpYzTQoupiYhEXL/d2Wwd0HCHjNCEoNYO84XsDgCWVKeb0GwOtb+Ersc7lsssIjgws7+2I4RfRhJAFmhCUmkG2Ht5KYV5h6oTQ2wrBTnxF1viCO8ddRos8VsmzaMjDmxWzdeppFmhCUGoG2dq6lVOqTkldwyg+w8iXPxvIfQthdkUhBXk2a2C5zK0JIQs0ISg1Q/jDfrZ3bOe06tNSX+DdDkC7rQrI/RiC3SY0eIrJj87l9fx88O20urVUxmhCUGqGeMX7CjET44zqM1Jf4N0GBWW0hfMpLsjD6bBnN8AUFlcXY0I1vGGCEOyCtp25Dmla04Sg1AyxtXUrNrFxiueU1Bd4t4NnCe2B/px3FyUsqi4mECzkYChAu80GBzblOqRpTROCUjPE1tatHFdxHMX5xakv8G4DzxJ8vf057y5KSMw0ioU8vFFaBfs1IWSSJgSlZoBwLMyr3lc5vfr01Bf42yDQZiUEf3/OZxglJBKC6a/h9ap6TQgZpglBqRlgR/sO+iJ9I48fND5j/T/nTHy9oZxWOh1ovtuFTcDWezZPh+ut1cq9upd6pmhCUGoG2NK6BWDkGUa7n4T8EsysM/D1htjn87O5sSN7AY7gtUNdxAz4u2fx7I538VJssY4jZJAmBKVmgK2tW5nlmkWtqzb1BXs2wPyzeWJnB1EDz+9t58r/3pTzpLBpjy/+kWCMjT/aTtVuowzShKDUNGeMYWvrVk6vGWH8oGMfdOyFhrX8Yeuh5OFwJDbgDTk3Vja4cdjFeiCGYHWXJoQM0oSg1DR3sOcgbX1tnO4ZISHs2WD9v/A8ekMRAOwCjjwbKxvc2QlyBEvnVXD3tctx2AWP28ubpQcxza9AuC+ncU1XudlBWymVNX/b/zcAVtStSH3Bng1QUodxL+b1pidYvaiKsxa6WdngZum8iuwFOoJVC6u48KRantwRozESYJcdFh/aAvNX5zq0aUdbCEpNY8YY/rj7j5xSdQrzy+YPvyAWgz0boeE83mrpxdsT4j2nz+bT5y2aFMkg4ZKT6/AHhViggcddhbD/uVyHNC1pQlBqGtvWvo1dnbu4bOFlqS9oeRX62qFhLRt3WNM5z1lclcUI07N2STWFDjvlkfP4W2kFHHg+1yFNS5oQlJrG/rT7TzhsDt654J2pL0iMHzScy8YdrZxYV0p1qTNr8aWrMN/Oecd76O5oYJsNDhx6ASL9uQ5r2tGEoNQ0FY6F+d+9/8vauWspKyhLfdGeDVB9Ir35Vby0r4Nzl3iyGuNYXPS2Onr7bET75vNEXhS2PZzrkKYdTQhKTVPPHHqG9mA7lzZcmvqCcNDqi29Yy7O72ojEDOceN3kTwvnHV1OQZ6O0fw2Pl1XAS3fmOqRpRxOCUtPUn3b/iYqCCs6ec3bqC17/LUSCsPgCNu7wUlyQxxn1k2cgeShXQR5rl3gIdC5hq114o+l5aN2W67CmFU0ISk1DXaEuNhzYwMUNF6feHS0Whb9/D2pPwSw4l407vJy10E1+3uR+S7j45Dp6+uwURY7nB5XaSphok/u7r5Qal5+/9nPCsTDvXvTu1Be8/nto3wPnfIE9vgAHO/om9fhBwvnHV5Nvt7Ew7wNsKizg2W0PQL8/12FNG5oQlJpm3vK9xd1v3s3liy/n+Mrjh18Qi8HfvwueE+D4dWzcnphuOvkTQonTwTnHVbH9QCkFHRfztbzFxF59INdhTRuaEJSaRiKxCLc8dwvlBeV8bunnUl+07SFrM5xzPg82Gxt3eGnwuJhbWZTdYMfpxLpS2v1h2lrW8FbzJ1n/3EO61/IE0YSg1DRyz1v38KbvTW5ecXPqqabGwFPfAfciOOk9BMNRNu3xTerZRUPZJF7sDgGTx//01dC94Rs5jWm60ISg1DSxu3M3t798O+fOOZcL5104/AJj4PFboOU1WPN5sNm55/lGQpEYs8sLsx7veK05zkNBcvDbhr+wnRt2/IKe13+X07imA00Iadrc2MHtT+7KeX14pVJ5ruk5rvrfqyjMK+RLK7+EJP+KjjMG/vZVeOYHsPRjcMoH2bC9la89/BYA3310+5T52V46r4J7r1/Jx86aT1G+nZLeq3jDXsGnnv0S/qatuQ5vStOEQOo3e+vYTp7cdpjfbT7I+376LN95dDsfvmMTL+1rH/F56dx7qGd3tXHbX6fOL6SaXO7bdh+ffPyT1LhquPeSe4dvgmMMPPE1ePo2WHoNXHIbj73Vyqfu2ZK8JBzN/d4HY7F0XgVfuewkfnHtcjr9Noq8/8oL3Rfw4d9/iT1v3A8M/90b+fd84q9JZaKuySQxGRiMEREb8BPgVCAEXGeM2TXg/PXAJ4AI8O/GmIdFpAq4FygEmoCPGWMCo73OsmXLzEsvvTTm+DY3drBpj49T5pTR2h3i5t+/SiRqsNmElQ1u2ntDvNXSM+Lz8+02jq8t4c3mbqIxQ36ejV9dt4Iz51cm731GfTkHO/r44oOvEYka8uzCP759MafMKWefz89TO9uIxWLsbvXT2B6If13gQ8vruXJFPcH+KJv2tidLECfuO1pJ4lTXjPd547lmOpuoz3+i7tMf7eevjX/lN9t+w8velzlnzjl8aN4XeeVA35Gfmd2H2fTcRla23sfS7sfhjKt5asmX+I9HdvBGczfz3EU0dwWJRmM48mzcc93KKfm9Xb9xN9/6yzYg/l5mC2KL5REjDxBE4KS6Et5q6SUWM9htwpUr6rHZhF8+10g0fmzZ/Ape3NtB1BhsAisWVALW7nExA3YRzqgvZ8uBTus5IpxeX46/P8K25h4MYLcJH1s9n7kVRRzq7KO+soiCPBvP7/Xx+y2HiBnIswnffM/JvOv02bx2qItNe3wsm1eBtzfETfe9QiQWw2G3ce91K1g64D1lLO8FoxGRzcaYZSnPZSghvBe4zBhzjYisBP7FGPOu+Lla4K/AMsAJPB3/+DvAFmPMXSJyMxAyxnx/tNcZT0J4cV87718/cunc8sI8igvsHOwMWZ8LsLqhghcaO4nEf3DOO87Nywe7ae05UlzLboM5ZU4OdAaJjeFLWleaT0t3PyM9xRb/YX6zucf6obQJ1501h5NnldDaE2J7a4ATal0YA994dDeRqMFuFz6ybBbdoQh/eOUw0fgP4afPqafS5WCfr48T64pZUFnEq03dfPOxPUSiBodd+LeLFpFvF95o7qW+0kmp08HWA13cv7WFaMy6zyfX1LNqQTlt/n62tfg5e2EFqxaUs+VAN5v2dbJyfjlnzC0lEjO8sK+TLQe6OauhgqX1ZWze3zXomr5wjGf3dPD8vk7eVlfCouoiXj3UwxvNvaxuKGftYjeF+fZBzxt6n6X1ZcRihmf2dPBCYxfL55VxxtxSXjnUw4uNXSytL+VtdSX0R2NsPdjN5v1dnDa7lJNmlWCM4Y3mHl451MOZ88o5fU4pbzb3sKmxiyUeF7VlBWze38X3n9hHJGZ9jX78/hMpL3Tw0oGu5OsbY3ixsYvn9nZy+pwSTqwrYcuBLl5s7OK4Ghdzywt55WA3331ib/IPhJsvaKDAbmN7q5/T55Ry6pxS8u3CtpZeXmvqZc3CCk6fW8Tf97Tw971tzHH7iTl3sb1jJ3/f20J7Rw215UHe03AqNeGTuWVjD5GYIU8MV1Zu4x7fYsLYsWM4b3aMw7h59VA3YH0f77luBXl225RP9Lc/uYvvPro9+TtUU+zFF+0l0jcPqxPEkG+L0h+zY/1Gp2a3QTR25HGly4EAPn84ecxhF8LRI7+tnmIHBXm25PvFSESGT4TKs0M0yoi/+848GwuritjW2kssBjabsLqhnGf3WAmpwDG+JJ6LhHAb8IIx5jfxx4eMMbPjH18GXGyMuSH++EHgG8B/xY+3iMipwDeMMZeM9jrjSQi3P7mL7zy6DesHI0Zx4Q78wYUYY0MkyqJZPwVgV9MnMcY+6Fhv3yKKC3fhcjbiD86LX5OHEKPM9QqB/rn0hz0j3DvG3Kr76Q0uoL1nJdYPahR3ySbae89Mvtb8ml/Q3rOcLv8p8fsYRPoxJp/RfphTi8WfM9bnpWKOcp/YkPOGwT2SBiGEoWDIc+xHfWWhH8OR1bZ5tm4isdIh5wtSPTXDEr876X0e4xNm0D5WtgBi8sb881DksFNa5KClKwhYO6LddMESPn3eookNNwc2N3Zw5X9vIhw50tLp6Grkht80EokJSJSCmocIHb4UjB0kStHsX5BvoKvpo8nfvRr3Hzjse3fyccOs9QDsaboheWyW+w80Dbgm1ftFmesVOnuXYv38x/CUbaTM9Tq7mz8RvyZGTflf6QkswR9qIPF+4XLuIhBcgMGOEKOk6C36QnMIR8tJvBcc+T2UcX8PR0sImdoxrRToGvA4KiJ5xphIinM9QNmQ44ljw4jIx4GPA9TX1485sJUNbuy2KNGYDbtEWTpvG7CNtp46qkqacRdbpX9nlfzvsGNwEKtRsyTFNYfx9R7g6e2XEDX2Ee7di6+3lae3R4kasEuMt832AgPvE8PXu5ent5+YvM/J9Zt4bf9ZRI0dm8Q4s+Fx2npms7v1JBI/dLVljbR21xMzgk1irFr0KHZbmGd2XJJ8Xl35Pg51NCSfM8+9nQqXl1cPnEXM2LBJjOrSg7R01SevWVzzKrVl+3l250XJ+yxb8ASt3XPZ17aExF9grvwe/P2lJH5wq0qasRGjtWcOiTeuAkeYYLjgyDXFh7HZIrR2zyXxS1Fa6KO7z518/erSg0RiDtp7a5PPs9vyiMRIPq4obscuUbw9s5P3KS7oojdUnrymtqwRwdDcNT95zazyvYjAoY4Fydcb/LwY86q2U1XcxNbGc+NfI0Ol6zBtvXUDPtcWBDPo9UsKuugZcJ/5VdtxF7ewtXFN8mtdU3aA5s55ydeur9wLRtjfsSB579L8EN39ecnHbyuxUWAzbOlIvDUYLqmPcGq1g+9sgUi8NXjt6gXc+ew+ItEY+XYbv7zO2i1t4BtnrrfHnChL51Vwz3Urh7R0KrivbB6b9vhYPr8cd8Ecntqxlxcb2/G4DlDpqiEYDdFY8TeauqrxlDRTUdyN1/MI3u5aqkqbkr/3c0v/F293HZ7SZtzFHfg81uOR3i8Ant5+Wvx3PMqJdV24i/OZXTr0/aKfp7fXJ3/Pl81/E3hzyDU1g95TTq5/ltf2n0XM2HHk5U349zCTLYRNxpj7448PGmPmxD++DHinMeZT8ccPAl8HfhY/3hpvIXzdGLNutNc51jGETDSTM9Vnn+rx0L+KgFHHEIBhzxl673SuSfX6X153El99+I1h8Uzma9J9Xjpfo2zeZyzfo/GMKaljl+7XeSLeC8YqF11GlwOXDhhD+Iox5qL4ucQYwplAAfA8cBrWGMLmAWMIxhjzH6O9zngTwnQxnh+MiRxAHs8b0GS7Jt3npfM1yuZ99I1djVcuEkJillGiI/xjwMXALmPMn+KzjD6O1Vb+hjHmdyJSA/wCKAHagA8bY0atWjXTE4JSSo1V1hNCtmhCUEqpsRktIejCNKWUUoAmBKWUUnGaEJRSSgGaEJRSSsVpQlBKKQVM8VlGIuIFGrPwUlVYU2GnkqkYM0zNuKdizDA1456KMcPkinueMSbljkhTOiFki4i8NNI0rclqKsYMUzPuqRgzTM24p2LMMHXi1i4jpZRSgCYEpZRScZoQ0vOzXAcwDlMxZpiacU/FmGFqxj0VY4YpEreOISillAK0haCUUipOE4JSSilAE8JRicgKEdmQ6zjSJSIOEfmliPxdRF6Ib0g0qYmIXUTuFJFnRORpEXlbrmMaCxGpFpEDInJ8rmNJh4hsEZEN8X//k+t40iUi/yIiz4nIZhH5P7mO52hE5JoBX+dNIhIUkfJcxzWaTG2hOS2IyD8BVwGj7sswyXwE8BljrhKRSuBl4E+5DemoLgUwxqwWkbVYO+i9K5cBpUtEHFj7gfflOpZ0iIgTa+xwba5jGYv4z8VZwGqgCPh8LuNJhzHmLuAuABG5HbjTGNOZw5COSlsIo9sNvDfXQYzRA8C/xT8WIJLDWNJijPkD8X2ygXlAZ86CGbvvAuuBplwHkqZTgSIReUxEnojvaDgVXAi8BjwIPAQ8nNtw0iciy4CTjDGTfqaRJoRRGGN+B4RzHcdYGGN6jTE9IlIC/Bb4Uq5jSocxJiIivwB+DNyT63jSISLXAF5jzKO5jmUMAlhJ7ELgBuAeEZkKPQVVwDLg/RyJW3IbUtq+CNya6yDSoQlhGhKRucCTwC+NMffmOp50GWM+ChwH3CEirlzHk4ZrgXfEx5hOA+6O7xk+me0AfmUsOwAfUJfjmNLhAx41xvQbY7YDQSBlPZ7JJD5msMQY82SuY0mHJoRpJr439WPAPxtj7sx1POkQkatE5F/iDwNALP5vUjPGnGOMOTfeH/8ycLUxpiW3UR3VtcD3AERkFlAKNOc0ovQ8DbxTLLMAF1aSmOzOAf6W6yDSNRWaimpsvghUAP8mIomxhIuMMZN50PP3wP+IyFOAA/jsJI93Kvs5cJeIPA0Y4FpjzFQYZ3pYRM4BXsD6Q/bTxphojsNKxxJgT66DSJeuVFZKKQVol5FSSqk4TQhKKaUATQhKKaXiNCEopZQCNCEopZSK04Sg1AAislZEWgcUJdsgIg+kuK5fRB47htfZKCLnDzn2QxG5Ll4IbdN4763UeOm0U6UGiBdRu8EYc8VRrmsxxox7VbKIfAT4B2PMNfHH+cA24GSsFbi/McZMlTpDaprQFoJSxyDeonhURP4kIltF5BMicp+IbBORT8avOTde1ntjvMy3A6vO1PkiUhS/1buAx4wxU6myrppmNCEoNdz5Q7qMvnCU6+cAlwOfxComeBVwEfCJeAG2O4D3GmPOBQ4B1xhjgsAfgPfE7/ExrDLaSuWMlq5QargnjtZlNMTrxpiwiHQCu40x/SLSATixun/qgPvjxTkLgb/Gn3cH8J14cbwKY8zWifoElBoPTQhKHbvRBuLagIPAu4wxXfEd7HoBjDGvxcuU3whMiUKEanrThKDUcOen2DZ1XAUCjTExEflH4M8iYgO6gasHXHIn8B2gfrzBKjVRdJaRUuNwrLOMjnLv+egsI5UDOqis1PhUHss6hJGIyCLgNxN9X6XSoS0EpZRSgLYQlFJKxWlCUEopBWhCUEopFacJQSmlFKAJQSmlVNz/B6UF1D3OXtbBAAAAAElFTkSuQmCC\n", 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\n", 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\n", 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fT78FwJyCzMMnek8gh/4RbRQ57hwyXZk09zVPd9hxpSWKGWL4AkZnnHFGdL2IVatWUVNTM+Jcr9c75gf8t771Lb71rW+N2PfRj340+vOll17KpZdeOkVRK5Vaag90sKPRj8HwYb6Cu/duSrNKGQiFSXM68Lidh0/2LiR7d/eI7rEiQllWWcqVKDRRjOG3N5015fd84IEHKCkpOaqL7JGMMeNWCRlj+Jd/+Zcpi2vt2rUxrbSnVKqr2duGPResEMJF6ODHeWNPlp0MhJHd5SM9n3r7R44/Ks0sTblEoVVP0+T666+nrq7umEkCoLS0lLS0tDGPu91uysqmruvdk08+SSAQwOPxTNk9lUpGq6qLIj8ZXARxpPl4cGOIQMhiMGRxzS9rqD3QYZ/iPYEsAvj7Rq6TXZZVRlOfJoqklGoLNM1E+h6rZLessoAMt4MSRzc3lfyCzHk/49LTDncICYYsava22RveheTQT0//4Ih7lGWV0dbfRjAcJFUcF4nC4/HQ1tamH2RxZIyhra1NSyUq6Xlz0jk7o570ol5cDifXnTUfR2SZe7fLcbjUkTeXbOcgPYMj17gvyyrDYGjpb5nmyOPnuGijmDNnDvX19WNOk6GmhsfjYc6cOYkOQ6l3xOcfpIhDNHuyKHamc2aVd/Tu8g4H2RkZ9HQ7McYgYmeT4YPuyrNTo1fhcZEo3G438+bNS3QYSqkZrncgRH8wjNfVRq3TEf3Qz/G4yfG4j+oun52TTajbwUDIivaISsWxFMdFolBKqVj4egYA8NJFsxnkhEiiGKsXZHZuIRyCnp5ePAX2dDupmCiOizYKpZSKRTRRSBfNg12UZpWOe352fgkAPS37ovuy3FnkuHNSatCdJgqllIpo9ds9mDJy0ukP9UernsaSXTQLgJ7mfSP2l2al1lgKTRRKKRUxVKIwhfYsy8csUXjtzht+38j11DRRKKVUimrrsUsUA7npAJRljj+wNSc7B4Ce9pFJoSyzTKuelFIqFfn8feTjpy0jA+CYVU9Z6XZPp94u34j9ZVlltAfaGQgPxCfQaaaJQimlInwdXXZDtsuFIHgzveOen+2xO476/SMXABvq+dTSmxqD7jRRKKVUhK+7z04UEsab4cXtGHsJZICcdPt4T8gBgcNLLEcH3aXInE+aKJRSKsLXG6SIbpqtgWNWO4G9AqZTDD0mA7oPN2in2lgKTRRKKRXh6zcUxziGAuz1J7LTHPSQAV1HJ4pUadDWRKGUUkAgGMYfcuJNC9Lc1xpTiQIgO91Fj/GMKFFkuDLIS8/TEoVSSqWSoTEUOZlO/EF/TCUKgOyMdHrIHJEowO4iq4lCKaVSiC8yhsKZY/dkirlE4XHT48wbUfUEqTXoThOFUkoBPn9kVHa2PTZiQlVPjpxRSxTaRqGUUinE12GPhQhmRtaViLXqyePCT9bRiSKrjM6BTgKhwBhXJg9NFEopBbS126Or+zPCAJRklsR0XXaai16Tblc9DVtF05thD9Zr7U/+BdM0USilFNDa0U0OfbS5ghR6Ckl3psd0XbbHRU/YDcFeCBweoV2cWQyAr9831qVJQxOFUkoBvu5ee1R2OBBz+wTYbRS9YQdhIyOqn4oz7ETR2qclCqWUSgm+3iBe6aZlsCtaGohFTmS+p1480N0Q3a9VT0oplWJ8/VDkHqS13xctDcQiO91OFPbo7Pro/gJPAS5xadWTUkqlCt+gm0KPRXugPVoaiEVW+lCJYuSgO4c4KMoo0qonpZRKBcGwRaflISvTgcFMrEQxNNV45twRVU9gt1NoiUIppVJAW2SwXVqW/ZF4rHUohssZqnrKmD2i6mnoPi39yb8mRVwShYg4RGSdiLwkIutFZMERx28QkS0iUiMia4849nkR+cGw7S+IyJuR+6wXkRPjEbNS6vjla7VHUDsiiWIyJYqe9FlHDborzijG15f8JQpXnO77AcBjjDlLRFYBPwYuBxCRMuBmYDngATaKyF+wk9YvgRXAo8PutQy4zhhTG6dYlVLHudYWu8rIZBoYnGCiGCpRpJeAr8EedCf26O7ijGI6BjoIhoO4neMvgjSTxavq6VzgKQBjTA12UhiyAthkjBkwxnQBu4El2EnjXuB7R9xrGfBVEdkoIl+NU7xKqeNYW3sbAIOeEMCEGrOjicJVAME+6O+IHhuqwmoLtE1VqAkRr0SRCwxfRDYsIq4xjvmBPGNMhzHmmVHu9RDwaeB84Nwjq6oAROTGSFXWltbW5O9hoJSaXr5O+yMpkNZHfnr+hL79D/V66nHm2zuGVT+VZNjTgCR7z6d4JYpuIGf4c4wxoTGO5QCdo91ERAT4H2OMzxgzCPwJOP3I84wxdxpjlhtjlhcXx15kVEopAF93PxkM0GkmNtgOwO104HE77BlkYeSgu8zUGHQXr0SxCbgEINJGsW3Ysc3AahHxiEgesAh4Y4z75AJviEh2JGmcD2hbhVJqSvl6g3idvfgmONhuSHa6G7/JsDeG9XxKlWk8xmzMFpEHjnGtMcZcM8axx4D3iciLgACfEJEvAruNMY+LyE+BF7AT1b8ZY0adh9cY0yUiXwOeAwaAvxpj/u8YcSml1ITYo7KDtPS1MC9v3oSvz/G46LHc4HCNKFEUegoRJOlLFOP1eloEfH6MYwL891gXGmMs7HaF4XYOO34XcNcY195zxPb9wP3jxKmUUu+IL5jGnGzDgf62SZYoXPQOWpAzsousy+Gi0FOY9IPuxksUnzPGbBraEJEiY0zbsO3PxTUypZSaDpaFL5TJoox+QiY04TYKgKx0Jz2BEOQePeiuOLM46UsUY7ZRDCUJEblERPYCz4rIWyKyZvhxpZRKZuEeH+3kkBFZ2W4iXWOHZKe78Q+EILf8qGk8vBnepG+jiKUx+5vASmPM6cC7gB8c43yllEoa7S2HsHDgzrRXp5tM1VOOx0XPQBDyyu2qp2Er3ZVkliR91VMsicJvjGkFMMY0Ab3xDUkppaaPz2dP3yEZk08U2ekuu+opZzaEAhDojB7zZnhpC7QRtsJTEm8ijNfr6ftD54jIk8BG7FHVA9MRmFJKTQdfexuQT9gzCP6JTQg4JNvjomcgBDll9g5/E2QUAHbisYw9fflk2j9mgvEas3dF/t4NDKXCP8Y3HKWUml5tnX4gn0F3H9nubDJcGRO+R3a6i2DYMJBZRjrY7RQli4BhYyn6W1MvURhj7gUQkWeMMRdMX0hKKTV9fN12bXovLZNqyIZh8z2lFduJwt8UPTZUQknmdopYZo/tEJHLgLcAC8AY81Zco1JKqWnS2hMkjRBdwaZJf+OPJgp3EUUA/sbosVQYnR1LoigBvjBs22BPpaGUUknP1w9edwBffytLipdM6h7RVe5CTrttYniJIiP553s6ZqIwxpw39LOIeIEb4hqRUkpNI9+gi6K0ME2TnOcJhq1yNxCyR2cPK1GkOdPIT89P6qqnmCYFFJEzReRe7Mn9yuMbklJKTZNwEF/Iw0AwQCAcmHTV09BU471DPZ+GJQqwSxUtfcm7JOp43WPTgI8An8XuEpsLVBtj+qcpNqWUiq+eZhpMEU7LEO6rmHxjtmd4iWI2tO4acbw4ozhlSxT7sVeeu8YYsxpo0CShlEolW96qo4McfKFc+uo+RUdn/qTuM1T15A8MlSiaYNgAu2Sf72m8RPE/wHuBH4jIxdgzxiqlVMp47q027I82AeNkf/Pk1rUeKlH8YsMeO1GYMPQeLkF4M7z4+n2YYVN7JJPxJgX8oTHmNOCnwEeBM0XkP0Xk1GmLTiml4qjC1Rn5yYCEeffCyTXBZridAHT2Bantn2XvHNZOUZJZQsgK0THQMdrlM94xG7ONMRuMMdcC84F6dG0IpVSKyAzaH9w5eXXkz7uPc+fPntR9ttZ1AuAfCHHNX4Raa+GILrLJPpZizEQhIvcM3zbGdBpjfhaZRfao40oplWzqOgcByC5+jVlFAewVlyeuZm90qR6CYaixFoH/8HTjJZklQPKOpRhvHMUHReSEMY4J9gp4SimVtA72gNfZy6K5IULW5OdhWlVdhGCPRnY5Haxy7AD/4Y/I6KC7JC1RjJcoJjdEUSmlkkRdv4e56f209rWysGDhpO+zrLKAhaXZvNXcw3knlrCsuXvkNB6ZhycGTEbjNWYfONaf6QxUKaWm2sHBHCqywrT2t1KaWfqO7vXMF97NFaeXs3G3j96suSPaKNKd6eSl5yXtoLuYRmYrpVSqCfb7aTAFlOYKvcHeKZkC/JpVlfQMhPhj6GzoHjk6uzijOGmrno6ZKERk+XQEopRS06mxoZ4wTvJy7QbsoQbnd+KMinwWzcrl150nY45IFCWZJalX9TTMl0WkRkQ+JyL58Q5IKaWmQ12jvQRqZq69XZLxzhOFiHDNygq29+byam8+hAajx5J5vqdYxlFcDVyM3aD/iIj8RkTWxDkupZSKq4Ot9hgKZ64FMGWrz33g9HKyXBa/Cb0Heg63U5RkltDW34ZlrCl5znSKtY2iFKgAvIAP+H8i8uu4RaWUUnFW19aLmxDBjAFgaqqewF7E6AMLXDxpncW/3PtsdH9xRjEhE6IjkHyjs2Npo3gZuAP4O7DKGPPPxpjPAcm5+KtSSgF13WHKpQ1fqJtMVyZZ7qwpu/c1y0oYII3NbZnUHrATQzIPuoulRPE5Y8x5xpgHjDEDIvJuAGPMhXGOTSml4uZgj4O5ad209rdOWWliSH9aIYLFgcFsrvllDbUHOqJVW8nYTjHeehSrgZOBL4jITyK7ndjrU+jEgEqppFYXyOT9OQ3U97VOWfvEkJpDochPwmDIomZvG1ecGSlRJGEX2fFKFB1AGZAOzIr88QJfmYa4lFIqbroDQTotD3OzDc19zZNeAnUsq+Z7cWOvR+F0CKuqi6LTeLT0p1CJwhjzBvCGiNxpjGkc6zyllEo2B9v6AJibn0Zr39RXPS2rLOA7GQ/yr/3XcuUZc1lWWQBAQXoBvr7kW+luvNljfxf5cauINET+NIpIw1jXKKVUMjjYaH+rLyr0MGgNTnmiAKhM72GWdNAfHLnSXaqVKP5f5O9Z0xeOUkrFX12TPdguvcANvqkbQzHcqiWncMKLDexuqYruK85Mzmk8Yuke+14RuUhELhGRPSLy0ekITCml4uWgr5s8eujPspc+nYpR2UfJncV8U8fe1h4sy0Sfk5KJAvge8DZwM3AO8Om4RqSUUnFW1xFgrrTSEvkEjEeJgtxy5ksD/UGLxu4AEFk7O+AjbIWPcfHMEkui6AOagZAxpgl7Kg+llEpaB/2GCmmh1bJHZU91rycAcmcz32E36e5p6QHsQXeWsWgPtE/98+IolkTRDTwFPCwinwWO2RIjIg4RWSciL4nIehFZcMTxG0RkS2SywbVHHPu8iPxg2PalIvJK5F43xPaylFJqdGHLUN/vZm56H839reSm5eJxeab+QbmzmR/p+7On1U4UybqA0Xgr3A35EDDfGLNdRE4F7orhmg8AHmPMWSKyCvgxcDmAiJRhV2MtBzzARhH5C3bS+iWwAng0cq4b+G/gTKAX2CQijxtjmmN/iUopdVhzd4BB46QiK8TmOHSNjcqZjZducl3haKIYagtp7WuFovg8Nh5iKVGUAGtF5BvAFcAtMVxzLnYpBGNMDXZSGLIC2GSMGTDGdAG7sZdd9QD3YreJDFkE7DbGdBhjBoGNwLtieL5SSo3qYHtkDEWei9b+1vhUOwG4PUiWl/kZfva09AKHSxTJ1kU2lkTxCJCL3U4x9OdYcoGuYdthEXGNccwP5EWSwTPHuI8fyDvyYSJyY6Qqa0tra3IV6ZRS06sukigqirJo6WuJX4kCIHc2C1yt0RJFUUYRgiRdz6dYqp78xpivT/C+3UDOsG2HMSY0xrEcoDPG+4x6rjHmTuBOgOXLl2tju1JqTAdbOnBgUeYtwLffF+dEUc78zoM84l9IdyBIrsdNgacg6SYGjKVE8YaIXC0iJ4rICSJyQgzXbAIuAYi0UWwbdmwzsFpEPCKSh1299MYY99kBLBSRQhFJw652eimG5yul1KjqWjuYRRs9WXmETTg+XWOH5M5mfvAtAPa22tVPJZkl+PqTaxqPWEoUSyN/hhjg/GNc8xjwPhF5ERDgEyLyRez2hsdF5KfAC9iJ6t+MMYHRbmKMCUauezpy7t3GmEMxxKyUUqM62N7HXEcLrWlzgTgNthuSO5v5wT8BsLulh6Vz8ynOKE66EsUxE4Ux5rzIN/8qYI8xpieGayyOHpi3c9jxuxij95Qx5p4jtp8AnjjWM5VSKhZ1XSHOkxZaXFVAnAbbDcmbw1xpxe043EW2JLOEHe074vfMODhmohCRK4GvR859WESMMea7cY9MKaWmWP9gmNaAgwpXCy3Yzabxbsx2S5jKXEd00F1xZjFt/W2ErBAuRyyVOokXSxvFF4FV2Gtlfxf4YFwjUkqpODnYEekam95P60AnYPdEipvccgDmZw8cHnSXUYzBJFU7RSyJImyMGQCMMcZgD3xTSqmk87kHtgIwN0do6Wuh0FOI2+GO3wNz7Mm356d3caCtj2DYoiyrDICm3qb4PXeKxZIoNorIA8AcEVkHvBLnmJRSKi66+4IAdHrm0NrfSmlmaXwfmJYJGQXMdzQTsgx17X3MyrKTR0olCmPM14D7sBuf/2SM+VLco1JKqSlWe6CDJv8AYPhM3Rr2NhFdnjSucuewwBwA7MkBhxJFY2/yLBw63gp3ThFJE5HfA38FbgOeFZG/TVt0Sik1RWr2tkV+EoKWgwZfZrQaKK5yZ1M9aHf63NPaS3ZaNjnunNRIFMAngV3AxZG/d2EPnKubhriUUmpKraouwh4GZnA7IZi2ndnZs+P/4NzZ5PTspzQ3PdqgXZZdlhqJwhhzlzFmHvBZY0y1MWaeMWaBMeb66QtPKaWmxrLKAjIcYU6WA/zoPb04M+ui1UBxlVsOfT7mezOjiWJW1qykaqOIpRPvX0TkK9izuwJgjPl2/EJSSqmpZ4whjJPVjm0UlK2Bg0xTorBLLfPz4A87ejDGMCtrFn9v/Xv8nz1F4jV7rFJKzShd/UEGLaFYOmkwdu+naal6youMpcjsxx8I0dozQFlWGV0DXfQF++L//CkQr9ljlVJqRmnx28uelroD7B1oxyWu+K1FMdzQoLu0DiCDj/9qM5+77HAX2er86vjH8A7Fa/ZYpZSaUZq77blHS7JdNPY2UppVitPhjP+DhwbdOezG68buAN1d9mjwZGnQjtfssUopNaO0dNslipLcTBp7GqenayxAejZ48mhs7QCgsy/Itx5tx1lekTqJwhhz3nQEopRS8dTsj5QoCvNp6N3BmaVnTt/Dc8upaTlcegmFDfTPT/5EISIvYZcejmKMOTtuESmlVBy0dPaSTR9pRbNpqdvArOxp6PE0JHc2q9reYKhyxu1y4C3sTJousuOVKK6etiiUUirOWto7KZFOWrMKsIzF7Kxp6PE0JLecZY1/Ji/jenoCYX7zqVXctv3B5C9RGBOZnEQppVJAS2cvJdJBQ7rdNjG9JYpy6G0hO03o7jecUZFP2YEytrVuO/a1M0AsvZ6UUirptfQGKaWTRocA0zTYbki+vezqJ84owADdgZA9OruvCctY0xfHJGmiUEqlPGMMzf1CidNPQ8heUmdaE0XBPAC8tAPQ1jPArKxZhKwQbf1t4105I2iiUEqlvO5AiAHLSUmm0NjXRKGnEI/Lc+wLp0pBFQBFQXtiC1/PYFJNN66JQimV8lqGBtvlpNPY2zi9DdkA2aXg8uAdPAiALzKNB2iiUEqpGWFo+o6SgjwaehqmtyEbwOGAgiq8fXsBO1EMxZAMXWQ1USilUl6zz24HKPEW0dTbNL3tE0MKqij070LErnrKceeQ5c7SEoVSSs0ELa1220BaUT6BcGB6Zo09UsE8nB17KcxMw9czgIgkzboUmiiUUimvua2TLPrpzs4AprnH05CCKgj24s104otUhZVlJcdKd5oolFIpr6W7jxLppMGZgDEUQwojXWTTQ/h6BqJxaIlCKaVmgNaeEMWOHhoHu4BpWrDoSJEusl5nP76eQcBOFO2BdgKhwPTHMwGaKJRSKa854KTUE6Kxt5FMVya5abnTH0R+JQBFdNI2VKKI9Hxq6GmY/ngmQBOFUiqlGWNoCXooyXLQ0NPA7OzZiMj0B+L2QM5svFYrvYNh+gfDVObYyWN/9/7pj2cCNFEopVKav3+QfpNGaa6Hxt5pXLBoNAVVeAcPAfZYiqq8KgAOdM/sOVg1USilUlpLUz0Axfm51PvrKc8uT1wwhfMo7t8HQGvPADlpORR5irREoZRSidTSaCeKjMIs/EE/1XnViQumoIqiwH4A2iIN2pW5lezv2p+4mGKgiUIpldJaWlsACGTZ7RLz8uYlLpiCeXjF7nk11EV2Xt48LVEopVQitbR3AtCVbk8vnthEUUUR3QDRQXdVuVW0B9rpGuhKXFzHoIlCKZXSmrv7yWCQhoGDZLgyKM0sTVwwhfNIlxC5bitaoqjMtXs+zeQGbU0USqmU1tIbpsTdx/7ufczLm5eYrrFDMosgLRuvK4Cv126jGOr5NJOrn+KSKETEISLrROQlEVkvIguOOH6DiGwRkRoRWRvZ5xWRZ0TkBRH5rYhkRvbfJiK1kfusF5G8eMSslEpN9mC7MPu69iW22glAxO4iK/5o1dOcnDk4xTmjG7TjVaL4AOAxxpwF3AL8eOiAiJQBNwPnABcC/yEi6cA3gAeMMauBV4GbIpcsAy40xqyJ/Jm5FXlKqZkl0EVrKJPCLCeNvY3My01wogA7URhftOrJ7XAzJ2fO8VeiAM4FngIwxtQAy4cdWwFsMsYMRD70dwNLhl8D/Bl4r4g4gIXAnSKySUQ+Gad4lVKpqGUHzaYAT44LgOr8BHaNHVJQhTfYFJ3vCewG7eMxUeQCw7/5h0XENcYxP5B3xP6hfVnAz4CPARcBnxGRJUc+TERujFRlbWltbZ3SF6KUSl499dvpwwPZka6xM6FEUVhNEe109QcZDFmAnSjquuuwjJXg4EYXr0TRDeQMf44xJjTGsRyg84j9Q/v6gNuMMX3GGD/wN+C0Ix9mjLnTGLPcGLO8uLh4Kl+HUiqJtRyyR0EPpvXiEAcVuRUJjggoORlv5Dtx+7AG7YHwwIydcjxeiWITcAmAiKwCtg07thlYLSKeSMP0IuCN4dcAFwMvACcAm0TEKSJu7OqprXGKWSmVYppb7EWB/NYh5mTPIc2ZluCIgNJT8EpkLMURXWRnaoO269inTMpjwPtE5EVAgE+IyBeB3caYx0Xkp9iJwAH8mzEmICLfBe4VkRsAH/BRY0yviNwP1ABB4D5jzJtxilkplUqMoaWtAwBfcC/zi2dAtROAJxdvTga02/M9weFBgPu693F2+dmJjG5UcUkUxhgL+PQRu3cOO34XcNcR1zRjt0Mcea8fAT+KQ5hKqVTmb6Rl0C5BNAV28d68KxIc0GHe0nJoPzzfU5GniGx39owtUeiAO6VUamreTovJJ81pCNKd2MkAj+Cdbcfi6/QDICJU5lbO2NHZmiiUUqmpZTvNpoD8TEEkwXM8HSFrzslkEMDXerjxuipv5naR1UShlEpNLdtpcZbi8QQBuwvqjFF6Kl7pxtfeHt1VlVtFY28j/aH+BAY2Ok0USqnU1PwmLeLF4fZT6Ckk35Of6IgOy6+kyNFDW3dfdFd0zqcZ2E6hiUIplXrCIWjdRUMwi+a+hplVmgBwOPB6oLUvHN11SuEpALzR9kaiohqTJgqlVOpp30tvCALGTTDoISt8aqIjOkpxTjq+YBoYA9iTAxakF7Ctddsxrpx+miiUUqmnZTvPhpcBEOqt5i8vLaL2QEeCgxrJm59Pu8kh3L4fsHs+neo9lW0+TRRKKRV/Ldt5wloV2XAQtoSavW0JDelIRcVlWDjorDs8hnhx8WL2dO6hZ7AngZEdTROFUir1NL+J31UEGCBMmsvBquqiREc1gnfWXAB89W9H9y3xLsFgeLNtZk1AoYlCKZVyws072B4uJ7egjoXz3+I3n1rFssqCRIc1gjc/FwBf08HovlO9dlvK662vJySmsWiiUEqllr52trWBP5xGMHMTV67InnFJAsCbnQ6Ar80X3ZeXnkdVbhWv+zRRKKVU/Ox7no2W/c3ckbmHpSVLExvPGLzZ9jxUvp4BCHRH9y/2LmZb6zZMpDfUTKCJQimVWvZtYKNZSkn+AC53P4u9ixMd0ajyMty4HeAzeXDw5ej+xcWLaQu00djbmMDoRtJEoZRKKX27X6TWWkBmbh0L8xeS5c5KdEijEhGKstPxSSHs/mt0/xKvvYjnTKp+0kShlEodXfVsbksjaJx0OTfP2GqnId6cdHyeKthzOFGcUHACaY60GTXwThOFUip17N3AJutU3E4Ipu3gtOKjVk6eUYqy0mlzlYDvLei0ez+5nW4WFS2aUQPvNFEopVLHvg28wOlUloQQR2jmlyiy0/GFI1Vjw0oVi72L2d62naAVTFBkI2miUEqlBmNo3V3LznA52XmHKPQUMid7TqKjGpc3Jw1fn4XJKR/ZTlG8hIHwALvadyUwusM0USilUoPvbV70lwDQ7djM0uKliEiCgxrfH7bWMxi2eMF7FezdYM96C6yctRKnOPlb3d8SHKFNE4VSKjXs28BG61Ry0qHF2sqKWSsSHdG4ag900OK318y+YdeZ1PaXwKFaAAo9hZxZdiZP7396Royn0EShlEoJZs96NpmllBX34HQIF1ZdmOiQxlWzt42hFBA0Qo118oh2igurLqTOX8eujsRXP2miUEolv9Age/e+RYOVT7dzMyvLVuLN8CY6qnGtqi5ieM3YqlIDu5+Nbr+n4j04xcnT+59OQHQjaaJQSiW/HY/zYN9yALpCDby/+v0JDujYllUWsKgsh6w0Jy6HcOJJp8KhrdBrT4de4ClgRdkKntn/TMKrnzRRKKWSXu36x7k7fAlgCDR8mCKWJzqkmPzfP7+L+/5hBYNhw9POdwMGXr0vevyCqguo89exs31n4oJEE4VSKtkdquX/mrKxcAACxsnfD/YnOqqYnVFRwNzCDP6wT6D6PKi5A4IB4HD10zMHnklojJoolFLJ7eU7OUQZQ4sUuWfgIkXjERE+uLScTbt9NC/9J+hphtd/C9jVTytnrUx47ydNFEqp5NXTQtcbT7HBLGVWcTs5Zc/z6384c0auPzGey08vxzLwRGcVzDoNXvwpWBYAF1RewEH/wYRO6aGJQimVvGrv4aHBc+m3nATyHuHKFdmsnFeS6KgmbH5xNqfNyeOx1xrgnH+Gtt2w6/8Au50iPz2f27belrBShSYKpVRyGvAT2vy/3CuXUVLUiaQf4vpTrk90VJP2gdPLebOhm7cK3wP5lbDpf8AYctJy+MzSz7C5aTPPHXwuIbFpolBKJR9j4PF/4ml/BQ3BbPwZf+T6U66nKq8q0ZFN2tols3E6hD+83gRn/xPUvwJvPArAVSdcRXVeNT/e8mOC4emfKFATxTt0yW3Pc+5//o3aAx2JDkWp48fL6+DNx/hV1g2kpXcxt7SbG5bckOio3pHinHRWL/Tyx9casJZeBxVnwR8/C/VbcDlcfGn5l6jz1/HQroemPTZNFBNQe6CD25/bTe2BDgZCYe5/aT87Gv3Ud/RzzS9rEpIshsek1HGhrgae+Tqvzf04WzsykPwN3LLyK2S4MhId2Tv2wdPLOdTZz9ee2EXtOesguxQe/Ah0HmR1+WrOnn02d/z9Dtr626Y1Lte0Pi2J1R7o4P+texFjwCHgdAjB8OGGpYGgxYt7fKP2tqg90EHN3jZWVRdNqDfGkdcN3z6xLIfHX2vg3x7bhgE8bge/+dSqpOvtodSE7N8Ev/sE5Ffw730XgwywtLyE8+ael+jIpkRxdjoAD71ykN9vdfDrK+9lxdOXUXvPl6hZ9DXeX/45tjRdz0d+/2+8r/gfOf/Eimn5P6+JImK0D/OhfQWZbu55cT9DHQ4sA2fMyee9J5fyn0/txBi7B/fTbzTxkRUVeCP/2GHL8MsX9vIff7ZHVaY5HTx4w0qWVRWOG0v/YJhfPL+H/3n2bcBOTKfMymVbQzcAAhzZ92EgaPHczpaYfmliSVz2OT5WVXvHvedkk6A6Pkzm92PUawb88Oyt8Mpd+HJO5ivZn2fbW2HAxWuvn8XWlZ0p8fv36sHO6M+DYYtrf9/E8pJfsLkhSKjpIA4RSvO+y1udYd7iIHduOMRDN54V99euiYJIaeGOFzHYJYW1S2aR6XbySG09Icv+SPa4DtfSedwOvnrJIpZVFnBmVSE1e9sIBMPc+fxeLvjJ85x3UjEuh4MX3m6loSsQvW4wbPG5B1/lm5eeTFF2Opv3tUf/M2ze18ajWw/R2h3g5X3t9A6Go9dZBna39kS3DbB6gZdzFnr5yV/eIhiyMMDdG/fR3jdIaU465y4sHpHwXtzj4+RZuXT1B7nl0W0EwxZpLgf3/8MKVswriv7nrCzK5OW97dxfcwAAh7zFTe+q5sZ3zWevrzf6H/iMinye2d7MPz3wKiHLvlesJZroB8G8Qk6clYvPP0DNvjaauwIj4lbjm+lJ+tkdzfzjr2sJWybm34/Hth7iCw+/BthfkC5fmMZq55uEDm7l+b4K6rPW8XdfDqZ16OuSEAobava2zcj3YKJWVRfhcTsIhiwcDuGc+UW8vK+dYOSjOmwM/q4+IB2wazW+8vtX+N2NayjISotbXBKPfrki4gB+DpwGDACfMsbsHnb8BuAmIAR81xjzpIh4gQeADKAB+IQxpm+0c8d79vLly82WLVsmFO/tz+3mR0/vxP6uDk6BYbVKCPDPpztYXe6gpsmwqkxYVnp0887v3g7z5edD0fuc5oULKp387LUwQQtEoMgDzX1wuEwguB0QtA7f5/y5wpo5Dr6/2b7O7YBvrHLy7ZrD27+52MWyUge1zRY1TYa52XD/jjCvNA/dW0h32o1Q/eHDzzqSQ2B2FjT02glpLI7I5Zax75LuhEB45DnnzxGuPMHB/m5GfY8sY7hvu8WtNaHIqz8yHoNLhHXvdfLeCudRMQy91qF7H7k92XNGE8s5U3ndRO/z3MEwNz4bJhT5fbjvIiduh8T0WofvW1osvHDIYkuz4d1zhDPLnKNeN+Z9Gi3OLBOWeB280mzx1zrDYBi2txteax35C3XZPOFjJxleaYZVpRbLioJghXmu3uLBt53s7Xawuzedod9fMDiwsBj+u2Bw5W5laaWHN3YuJhiycE/gS0oyOPILwJb97Vzzy5cJhS3cDsM3cv/EtzvexyAuhj423M4BLp3dQHX5Us46fcmk3gsRqTXGjDpJVrwSxRXAZcaY60VkFfBVY8zlkWNlwF+A5YAH2Bj5+UfAVmPMPSJyC3aCeXC0c40xA2M9ezKJovZAB9f8YiNBy+AmxG/Svk/IOLgu+FVCOKP7ljneHvc+t4cu48ehq7Bw4iDMl1yP8FnX49RaC6mxFrHKsYOlspsvBD/D49bZgCBYzMZHA14MDpyE+eIo1y1zvH3U9ujP/xAWDgSLZfIWBmGrWYiJ7DtH3mCzWUQIB04s1jpe4nVTzR5THo3nMseLPG2dSRAXbkJ8x3U3vwu/m5fNIob+A58hb3OmYyd3hy8mFPmPbKJ9I+z/4B9yrud9jq34TQaPWqt525pDE0UMfRAIFu9yvE4WAf5srYhcb1+7Wl7HK90slHrKHJ1styq4O3wx4UjcFzi28Iy1PLp9kWMzfXhYb52GhQMHhnJaqacYgyAYlshePAyyxZyIheAizDdd91Em7eyy5nK6423mSiubrFP599AnIv/2Yb7r+hVnOt5iryllq3UCyxxvsdixj9etebxsnUKVNFIgPdRaC7knfBFhHLgI82Xnw+RJL2+bck6TPZzsqANgu1XJ66aaZbKL05172G5VsMU6gZOkntmONmrDC/mv8Ieiz/+263/Jpp9as5AQLnZaFWwxJwx7v0EIA4JBcEbeVwcW662lhHHgwOI02UPApLGTCkw0SQ9P1oYc+siljwaKou9bCR20UBC9Jot+QjgZII3RvnwALKCeM527eDS8OvJtWCLXGwSDA0M1DTRSSA9ZkUgsznO+wsbwGYRw4hSLi5ZsYktrMY0NJ2F/XbG4cmUaP/rA+3i1rmtGl6im0lHtlW/uoua11zk99Aob+9/iroa1BAdnAQaP2zmpxJmIRPETYLMx5qHI9iFjTHnk58uAS4wxn45sPwZ8H/hFZH+TiJx2xL4R5xpjXhnr2ZNJFADff+aXPPDmm6Rl7Sctsx6Awb45DPZWjdg3nsG+ObTv+zgYB4hF4bx7R73uyPNyZv0Zf+PFx7xuMs8HRt03/HWNdd2xzhnaP3ReoHsRfb6zIPKBf/SHiIUn/zUCXYvHjdGdcZBg37xRrh+HhBAJYax0hpKZOPowVmZ02+HqAuPCCmeNcu/R4p2ZnGk+3Jl1BLqWRN8zV3oLocAsDr/2AUAwVhqHX383ImHCwYLD+9wdWMF8hj6EXRkNGMtNeKDk8L2cPZhwdnTbnVEPYhHsq4jss3CmdRAeLIjcJ0x26XNkF29koG8Owd4q3JkH6GtfxkDXacOe3Q7OPqxAefS6tOK/4MrcS6ivGlfmXnJyfcx2ncO218/DshwTquI8ntz27E7++9ndgOAU+OIFJ/LZ8xZM6B7jJYp4tVHkAl3DtsMi4jLGhEY55gfyjtg/2r7h+0cQkRuBGwEqKiomFfB7Fy/BVdAOzBrl6Gj7RtdUcZBDrVmUF/dSVnRWjOfNp6kttusm8/yxY5o17nWxn2Of19SWweMvQDhscDoNF591gD2Hctm+z/5gEoTTysspXzp+jIdas9j85lDlnOG0BW3MLu7lmZfnYlmCw2FYdWozNW+U2ttOw+Wr7W/rj79QRTgMTqfhnCWdbHo9I7p92bntI85xOAxzins40JzD0IdX9exuSov62PymfW9xGFae3ExLRyZ7DuVGz8vPGaDTfzgpLZ7fztxSP0+/XIEVtmOsKPOzr+HwNQvm2L/Ku+vzovsKcgboGHafkyo7meXt5flXZ0dfa3lxD3WRGAXD8oVhlp2UTlNbXfQ9s1+XOfxaVzcc9X5cdm5bZF/+4ffo1H42vZ4f+TeDy1YOAoMj7nXOkm42vZ4V3b50ZfCI58E5pwTY9PrQv71wwaJqyors3x1BgNk0tWXwx2H3vXJ1Pw5x8Mh6u+OHy+HgppXnsbTiAxR5iijKKGJ21mycDie1q2Z2e0yinbuwlDs27ItWxU31pIjxLFHUGGMejmzXG2PmRH6+DLjIGPOZyPZjwPeAOyP7WyIliuH7RpxrjBmzyDDZEoWaGqN16b3mlzUTqkse65rxugsf2VMt1nOAmJ81/LxvrD2Fbz/55rjXjXbvI/dN9j6xdsOeivfonZwz2RjVxL3T9zERVU9XApcOa6P4pjHm4sixoTaKM7Gb7l8GlmK3UdQOa6MwwL2jnWuMCTAGTRQzz5R1kUxwfPH6YJzsfZSaSolIFEO9npZgl6k/AVwC7DbGPB7pyXQjdsXk940xj4pIKXZiyAF8wEeNMb2jnTveszVRKKXUxE17okgkTRRKKTVx4yUKnetJKaXUuDRRKKWUGpcmCqWUUuPSRKGUUmpcmiiUUkqNK+V6PYlIK3BgGh7lxe7Gm2ySMW6NefokY9zJGDPMvLgrjTHFox1IuUQxXURky1hdyWayZIxbY54+yRh3MsYMyRW3Vj0ppZQalyYKpZRS49JEMXl3JjqASUrGuDXm6ZOMcSdjzJBEcWsbhVJKqXFpiUIppdS4NFEopZQalyaKSRCRlSKyPtFxxEpE3CJyv4i8ICKbI4tHzXgi4hSRu0Vkk4hsFJFTEx1TrESkREQOishJiY4lFiKyVUTWR/78b6LjiZWIfFVEXhKRWhH5h0THcywicv2w97lGRAIikp/ouI4lXkuhpiwR+QpwLdCb6Fgm4GNAmzHmWhEpBF4DHk9sSDG5FMAYc46IrMFe9fDyRAYUCxFxY6/33p/oWGIhIh7s9so1iY5lIiK/E2cD5wCZwJcTGU8sjDH3APcAiMjtwN3GmM4EhhQTLVFM3B7gikQHMUGPAP8e+VmAUAJjiZkx5g9E1kIHKoHOhAUzMf8FrAMaEh1IjE4DMkXkGRH5W2RVymRwIbANeAx4AngyseHETkSWA6cYY5Ki55MmigmKrLAXTHQcE2GM6THG+EUkB/gd8PVExxQrY0xIRO4Ffgb8JtHxHIuIXA+0GmOeTnQsE9CHndwuBD4N/EZEkqG2wQssB67icNyS2JBi9jXg1kQHEStNFMcJEZkLPAfcb4x5INHxTIQx5uPACcBdIpKV6HiO4ZPA+yJtWEuB+yLrxM9kbwG/Nra3gDZgVoJjikUb8LQxZtAYswsIAKPOVTSTRNokTjTGPJfoWGKlieI4EFmP/BngX40xdyc6nliJyLUi8tXIZh9gRf7MWMaYdxlj3h2p738NuM4Y05TYqI7pk8CPAURkNpALNCY0othsBC4S22wgCzt5zHTvAv6a6CAmIhmKl+qd+xpQAPy7iAy1VVxsjJnpja2/B/5XRJ4H3MDnkyDmZPQr4B4R2QgY4JPGmBnfjmWMeVJE3gVsxv7S+1ljTDjBYcXiRGBvooOYCB2ZrZRSalxa9aSUUmpcmiiUUkqNSxOFUkqpcWmiUEopNS5NFEoppcaliUKpGIjIGhFpGTah23oReWSU8wZF5Jl38JwNInL+EftuE5FPRSaRq5nsvZWaLO0eq1QMIhPQfdoYc/Uxzmsyxkx6JLaIfAx4rzHm+sh2GrATWIw96vghY0yyzMWkUoSWKJSKg0gJ5GkReVxEXhWRm0TktyKyU0T+MXLOuyPTp2+ITKfuxp6L63wRyYzc6nLgGWNMMs1WrFKMJgqlYnf+EVVP/3KM8+cAVwL/iD0R47XAxcBNkcnr7gKuMMa8GzgEXG+MCQB/AD4YuccnsKcsVyphdAoPpWL3t2NVPR3hDWNMUEQ6gT3GmEER6QA82NVIs4CHIxOeZgB/iVx3F/CjyMSCBcaYV6fqBSg1GZoolIqf8RoAfUA9cLkxpiuy6mAPgDFmW2RK+JuBpJnEUaUuTRRKxe78UZbAndTkisYYS0T+GfiTiDiAbuC6YafcDfwIqJhssEpNFe31pNQUeqe9no5x7yq015NKAG3MVmpqFb6TcRRjEZEFwENTfV+lYqElCqWUUuPSEoVSSqlxaaJQSik1Lk0USimlxqWJQiml1Lg0USillBrX/w8WTCwMpt7fzQAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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\n", 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jmQsIGyiPV6PIz6S+w0cobAj7C7CndeK026AisinN4cGdqbmZTjp1eGzSdfn6V0YNm8GPx9Mll1xCdnZ23LKurq7YMhsALpeLzs7OuOdGz8/NzU14/tHKJ0pSahQiYgN+BZwG9AHXG2P2DSi/AbgJCAI/MMY8IyKVwH2RmAS40RizW0S+BFwPROt9Nxlj+rcaU+oYBUIB6nvquaQXagsugA6G9VGA1fQUDBuaPD58vTngfBeP34PLVQr5c61+irP/X+z8PO3MPm6j+cu/+lA7V9z1GmEDGU4bv7jqjHHZWfCSSy6hu7ubU089lf/6r/8a8Vy3243H44k99ng85OXlJbzfggULRjx/NPebCMlqevoIkGGMWS0iq4CfAZcBiEgZcAuwAsgANojIC8C/Ar80xvyviFwE/BtwObAcuM4YU52kWNU0VdddR9iEqfC0UjPTmo1dkR+/RgHWyKeOHie2zDbqe+pxpbmgchXsfQGMgciKo9FRT+GwwWZLvAqpOj7LZ+ezuMxFly84bkkC4Jlnnhn1uW63m7S0NPbv38+8efN4/vnn+e53v5vwftXV1Xzta1/jK1/5CrW1tYTDYYqKimLlS5YsYe/evbS1tZGTk8Mrr7zCV77yleN/UccpWU1Pa4DnAIwxVVhJIeosYKMxps8Y0wnsA5YBXwb+FDnHAUS795cD3xCRDSLyjXhPJiI3ishWEdmaqMNJqaGiq8ZWBgLU2Gdjtwkzcocv5FcemUuxs74Lbx/Y0lqp77aWgqZiJXhboO1A7Py8LCdhA56+5DSFqH6uDCez8jJTvkf5c889x49//GMA7rrrLq655hrOOusszjjjDFauXElDQwNXXXXVsOuWL1/Oueeey+rVq/nYxz7GnXfeCcDDDz/M3XffjdPp5Oc//zkXXXQRq1ev5rOf/SyzZs1K6WuLJ1k1CjcwsGEtJCIOY0wwTpkHyDXGtACIyCLgp1i1EoBHgDuBLuBJEbnEGDMo5Rtj7gbuBlixYoVuWKxGJTo0tiIENcFcZuZ5cNiH/+00M5IoNh1oBUCcVo0CsEY+gdX8VGh1aOYOWGo8+r2a+gZuYPSe97wntl/EqlWrhq0SW1RUlPAX/Pe+9z2+973vDTp29dVXx76/9NJLufTSS8cp6vGRrBpFF+Aa+DyRJBGvzAV0AIjIe4H/Ba6N9E8I8J/GmBZjjB+rxhF/OIFSY1TjqSETobB4CbWdfsrzhjc7AWSnO8jLcrJpv5Uo0jI6OdIT2W+gaCFk5A3q0NaFAVPn0ZtW8+hNq8ftfg8//HDCJcMHMsaM2CRkjOGrX/3quMV1ySWXjGqnvWRJVqLYCHwQINJH8faAsi3AuSKSISK5wBJgeyRJ/AL4gDFma+Rcd6QsJ5I0LgC0r0KNizpPLeWBAM93VvJ2XScVBcM7sqNm5WXSHvnFPzMvjYbuyIfWZrOan2o2x87Ny7IWBtQO7anl05/+NIcPHx42jyKe0tJS0tLSEpY7nc5xnffwzDPP4PP5yMiYmD1OktX09CRwoYi8hjWC6TMiciuwzxjzlIjcAbyKlai+ZYzxich/AmnA7yLbEO42xtwkIt8E/oo1euolY8yfkxSzmmYauw5RGgjwkllBIGSwj7D95ay8THYc6aIoJ51Z7qL+GgVY8yn2Pg/eNsgqiO1JoXtnj50xZsRtSNXxS7RN60iSkiiMMWHg5iGHdw0ovwe4Z8g1pyW414PAg+Mdo1JNPU0Ueiv5Y7u1m90fttXy8RUVcTtGo/0UvkCIGdkz2FQ/YO7EjNOtfxu3w9zzYk1PWqMYm4yMDFpbWyksLNRkkSTGGFpbW8dcM9GZ2WpaCoQDtIW8dPuXE8b6pRQKG6oOtMZNFNH5FRlOGzNyZtDsbSYQDuC0OaEssgZQ445BiUL7KMamvLyc2trahEtlqPGRkZFBeXn5mK7RRKGmpRZvCwZYlt/Fq5ExeGl2G6vmFcY9P7rcuD8Ypq97JgZDY08j5a5yyCmB7GKrRgFkOO2kO2xaoxgjp9PJ3LlzJzoMFYcu4aGmpabIPIiVMzPJSrPjtAsP3bAq4Xj8Hr81aK/LF+Su59IIeSv7h8gClJ4MDdtjD/OynHRqjUKdIDRRqGmpqektAIqKTqEvECY/K23ESVuNXf3LOwdDEPTOG5IoToHmXRCyEkpeZpp2ZqsThiYKNS01tewAwJt1BiFj+OpFi0Y8f9W8IqKrcaQ5bDiyDvTPzgYrUQR90LYfQDcvUicUTRRqWmpsfxeHMezvs2bPnlGZN+L50XWFyvMzeej6VRQXdA9veoJYP0Vulm5epE4c2pmtpqUmbwMlxsZbR7y40h3MK8o56jV//qfzYt/PfHvm4ERRvMjaGrVxB5zyMfIynWzXGoU6QWiNQk1LTX2dlDiyeLOmg2UVuWNe5XVGzgyOdA+YdOdIt5bziHRoa9OTOpFoolDTT5+HZhOgIK2MXQ0eTq/IG/MtZmTPoKGnYfAs19KTrRoF1qgnrz+EPxgep6CVmjiaKNS0YxrfodFhR1hKKGw4vWLsS1SXZZfhC/no7BuwEHLpKdBVC73tOjtbnVA0Uahpp7v+DXptNrzBBQCcVpF7lCuGK86y9jhu7h0wi7jU2vyIxh3kxhYG1CGyaurTRKGmnabGvwHQ0lPMrLxMSlxjX5GzODOSKLwDE0V05NMO8nQZD3UC0UShpp3GVmvL9Zpm+zH1TwCUZJYAQ2oUrjLILIDG7dr0pE4omijU9GIMzV2HCQdzaPaEjzlRFGVZ+xwPShQiUHYKNGzvX2pcaxTqBKCJQk0vnnqawn2EeysAOP0oE+0SyXRk4nK6Bjc9gdVP0bST3HTro6U1CnUi0EShppfIiCdH3zzsNuGUmWPvyI4qyioaXKMAq58i2IvLW4sIdGiiUCcATRRqemncTpPdDv65LCp1kZlmP+ZblWSWDK9RFC8GwN62B3eGk06vjnpSU58mCjW9NL1DY1oWvT2lx9zsFBW3RlFkDbmlebfOzlYnDE0Uanpp3sWRcCnBoPOYO7KjojWKQbOzM3Ihpwxa9pKX5dSmJ3VC0EShpo9wmGDLXpp7rRVjjzdRFGUW4Q/76fJ3DS4oXggtWqNQJw5NFGr66KqjNdxHoHsJQvi4f4mXZEXmUgztpyhaBM17rEShw2PVCUAThZo+WvbwillIyHMyBuHa326m+lD7Md+uKNOaS9HU2zS4oHgR+D3kOQLa9KROCJoo1PTRsodNZikggBAIhqk60HrMt4vWKFp6WwYXFC0EIDfcSWdvYHAfhlJTkCYKNX207KEk63DsodNhY9W8wmO+XaxG4R1So4gkirxgC6GwobsveMzPodRkkJREISI2EblLRDaJyHoRmT+k/AYR2SoiVSJySeRYpYi8GDn/ZRFZFDl+qYi8HrnXDcmIV00TLXuR/CAg5GY6eOj6VSyfPfYlxqOynFnkOHOG1yhcZZDuJrfP2thIO7TVVJesGsVHgAxjzGrg68DPogUiUgbcApwDXAT8m4ikA/8K/NIYsxb4UeS4E/gP4P3A+cCNIlKapJjVia55NzU2a9XX7192ynEliaiizKLhndkiULSQXO9BQNd7UlNfshLFGuA5AGNMFbBiQNlZwEZjTJ8xphPYBywDvgz8KXKOA/ABS4B9xph2Y4wf2ACch1Jj1dsOPU3UGzcARTnp43LbkqyS4ZPuAIoXkde9D9AahZr6kpUo3MCArb8IiYgjQZkHyDXGtBhjApEmp58CtyU6d+iTiciNkaasrc3NcT60SrXsBaA1YCWI8UoUcWsUYNUoemsBTRRq6ktWougCXAOfxxgTTFDmAjoAROS9wP8C1xpjdo907kDGmLuNMSuMMSuKi4vH6SWoE0rLHgDa/dbfK0U5aeNy2+LMYpp7m4ePbCpeRJ50A9r0pKa+ZCWKjcAHAURkFfD2gLItwLkikiEiuVjNS9sjSeIXwAeMMVsj5+4EFohIgYikYTU7bUpSzOpE1rwbvz2N3j4nIob8rHFKFFnF9IX68AQ8gwuKFpKHlSi0RqGmOsfRTzkmTwIXishrWIPWPyMit2L1NzwlIncAr2Ilqm8ZY3wi8p9AGvA7EQHYbYy5KXLd85Fz7zPG1CUpZnUia9lLS9E8TIeLnAyw2WRcbjtwS1R3mru/IG82GQ4hLRCmQ/fNVlNcwkQhIg8f5VpjjLkmQUEYuHnI4V0Dyu8B7hlyzWkJ7vU08PRRYlFqZC17aC6ZR7g1h/zsY19afKjirEii6G3mpLyT+gvsDiicT3aNlyeq6/jGxUvG7TmVSrWRahRLgC8mKBOsYatKTX7BPmh/l5Z5KzHBHIrHqSMbBtcohilaSH5NN+3h4x+Gq9REGilR/KMxZmP0gYgUGmNaBzz+x6RGptR4aTsAJkxzlhsTdFGWmz1utx5YoxheuIgCOmkNzxq351NqIiTszI4mCRH5oIgcAF4UkT0isnZguVKTXvNuAJocTkwoh5lu11EuGL1sZzZZjqyENYo88SAh7aNQU9toRj19F1hpjDkDa9TRj5MbklLjLDKHoj4oYByUuDLG9fYJJ90VLSBo7HiD5rhWqVVqoo0mUXiMMc0AxpgGoCe5ISk1zlp2Q24ldR4fAEWu8RkaG5Vo0l11TzGvmmX4jZ1r7q3SZKGmrJFGPf0oeo6IPIO1fMZZQF8qAlNq3LTsgaL5NEUTxTh2ZoPVT7G9Zfuw41U1XsJDljQfj/WllEq1kTqzd0f+3QeEIt//X3LDUWqcGQOt+6FyNW2HO4AkJIrM4tje2ZE5QACsmleIHUMQcNiPb0lzpSZSwkRhjPkdgIisM8a8P3UhKTWOPPXg7yZUMI+u3duA8U8UJVkl+EI+ugPduNL6O8qXz87no1lv8rh3Of/yoSVam1BT1mhmZreLyIeBPUAYwBizJ6lRKTVeIh3ZbbllhAPZiBgKsse/jwKsIbIDEwVAYQbghXx777g+p1KpNJpEUQJ8acBjA1yQnHCUGmetVqJozszFhHJwZQj2cVq+I2rgpLt5ufMGlfU4I0mk8QjWHFalpp6jjnoyxrw3+gVcAbyQ/LCUGicte8GZTYtNMEEX+dnOcX+KkSbd3fbpD+EgSFPLse/NrdREG9XqsSJypoj8DmsVWJ1mqqaOlr1QNJ/m3hbCwZxxn0MB/TWKFm/LsDJbbgXF0kVTp44qV1PXSMNj04BPAl/AGhLrBuYZY7SxVU0drXuh/Cxrz4hQDjPc47d8R1S2M5tMRyZNvU3DC202Spw+mrvD4/68SqXKSDWKg1hblF5jjDkXOKJJQk12V/5mE1f+JrJlSaAXOmqgaAHN3hYIuih1Z477c4oIxZnFcWsUAMWZ0OQbvxVrlUq1kRLFfwLvA34sIhdjrRir1KTm8QWo6+i1ZkG3HQAMFM6n3tOGMc5xHxobVZRZFH8ZD6DYlUZzMNNaxVapKWikRQF/Etkj4g7gauBMEfl3ETklZdEpNQbVh9rZWe+htr3XWjJj5z6roGgBDR6v9W2SEkVxVnHiRJHnphU3wZYDSXlupZJtNKOeXjbGXAucBNQCDyY9KqWOQdWBVqI7V0eXzACgcD7NXdF1npKUKCKzs+MpKSrCYKO1bl9SnlupZEuYKETk/oGPjTEdxpj/iqwiO6xcqYm2cm5B7Hunw8Yq+25wl2OcWbR7gwAU5YzvZLuo4qxivEEvPYHho5uKS62Bgs31h5Py3Eol20gT7j4qIgsTlAk6e0hNMvOKc2Lf33PdCpb/9SdQNJ8ufxcBv9WJPZ672w00cNJd9pCNkUoKraU7mprj1ziUmuxGShTLUhaFUuOgrae/szjNboPWfbDsSmvBvlAOAuO+fEfUwEl3c3LnDCorcVtzN5rbO5Ly3Eol20iLAh5KZSBKHa/W7v6d5Ha8W8fKvi5raGxvMyaYgytTcNhHNcd0zGKT7nqHD5GNNnc1dfVaq9mKDiBUU0tyPjVKTYDWngGJ4lCD9U3hfFp6WzBBF4VJqk1A/8KATd7hk+7SHXbynCGaAxng1aU81NRz1EQhIitSEYhSxyuaKJbOcLOj0RoOG61RhEM5lCRhsl2UO81Nuj09bo0CoDjbQZPJi61mq9RUMpoaxVdEpEpE/lFE8pIdkFLHqi3S9LRmQRH7uuz02V3gLreGrYZclLqykvbcIjLipLuS3KxIotAV+tXUM5p5FFcBF2MtL/64iDwkImuTHJdSY9bW04c7w8Fp5XkEjY09rlVgs1l/5QddSZtsFzXSXIri/FyayddEoaak0fZRlAKVQBHQAnxcRP4n0ckiYhORu0Rkk4isF5H5Q8pvEJGtkZrKJUPKvigiPx7w+EsisiNyn/UismjUr05NK609fgpz0jl5phuAHemnAtDQ3UY47KTIlbw+Chh5dnaJO4Mm8jDN2vSkpp6jblwkIpsBL3AP8B1jTF/k+PMjXPYRIMMYs1pEVgE/Ay6LXFcG3AKsADKADSLyAlbSuhc4C/jjgHstB64zxlSP7aWp6aatx09BdhqVLhs59LIjPAeA+sgS36moUWw6siluWYkrnT7jxNN8CHdSo1Bq/I2mRvGPkY2LHjbG9InI+QDGmItGuGYN8FzkvCqspBB1FrDRGNNnjOkE9mHN2cgAfgf8cMi9lgPfEJENIvKNUb0qNS1FE4Wt4wBL5SA7evMxxtDcbS3fkazJdlHFWcV0B7rpDQ5fZLk4snRIU4cHAr6kxqHUeBtpCY9zReQm4EERuTHy9TngzlHc1w10DngcEhFHgjIPkGuMaTfGrItzr0eAm7G2X10ztKkqEuuNkaasrc06+3Xaau3xW0Ngm3ez1HaInR0O2n2d9PVZE96Kk7TOU9RIGxhFn7s57Ia2/UmNQ6nxNlKNoh0oA9KBGZGvIuBro7hvFzBwl3mbMSaYoMwFdMS7iYgI8J/GmBZjjB/4E3DG0POMMXcbY1YYY1YUFxePIjx1ojHG0B6pUdCyl5PlEL1Bwxt1dZiQtbRHKpqegLgbGJVEaxTkaYe2mnJGmpm9HdguIncbY+rHeN+NwKXAY5E+ircHlG0BfigiGVhJaAmwPcF93JEYlgA9WLWK+8YYi5oGunqDBMPGShSNuzk51wetsK2mCRO0EkVhkhYEjCrKsibdxevQLo5swdps8nUuhZpyRtoK9Q/GmI8D20QkunqzAMYYM/Mo930SuFBEXotc8xkRuRXYZ4x5SkTuAF7FqtF8yxgTt9HWGNMpIt8E/oq1HetLxpg/j+UFqumhNbLOU2FOGuzYw4KyGaR12HjniAcTzMGdaceZpOU7okoyS4D4TU/uDAdpDhvN6RVao1BTzkg1io9H/p0x1psaY8JY/QoD7RpQfg/WKKp4194/5PGD6B4Y6ijaIrOyCzKd0LIP59zzWdiRw7tNTZiQi+KcjKTHkJuei9PmjNv0JCKUuNJpCs+C5vgjo5SarEazhMf7ROQDIvJBEdkvIlenIjClxiK6fEehaYdgLxQt4OQZudS3O7CH85LekQ39s7MT7Z1d4kqn2VZorWobDic9HqXGy2jq4j8E9mLNfTiH4TUFpSZcdOXYwr7I5kBFizh5lps+v4OAryTpHdlRI26J6kqnKeSCgBe66lISj1LjYTSJwgs0AkFjTAPEdptUatKI7kVR4Im0/xctjM3QDofSUpcoRtoS1ZVBs99pPdB+CjWFjCZRdGFNnntMRL4ADG+AVWqCtfb4yUl3kN6+B7IKIbuQxWVuon/XpKLpCRhxYcBiVzrtPoPf2HXkk5pSjrqEB/AJ4CRjzDsicgoJOqGVmkhtsTkUe6DI2sE3zWmwpTUT9pckba/soUqySujyd9EX6iPdPjg5RedSNKdXMqtld0riUWo8jKZGUQJcIiLfAS4Hvp7ckJQau3iJorW3FXF0ANDhDaQkjoF7Zw8riyYK9ylao1BTymgSxeNYE98aB3wpNam0dvspzMDaQS6SKF7ed5iQ9yQAfvbCHqoPtSc9jtKsUgAavcM/JiWRSXdNWQu0j0JNKaNpevIYY76d9EiUOg5tPX5Ozo0MOS22VqKvOtCGNd8TQqEwVQdaWT47P6lxlGWXAdDQ0zCsrMQdbXqqgO5G6O2AzLykxqPUeBhNjWK7iFwlIotEZKGILEx6VEqNgTHGanoyHdaBogUAlBR0gFhLjDkdNlbNK0x6LKXZiWsUhdlpiECTzTpHm5/UVDGaGsXpka8og7XmklKTQndfEH8oTGGwCRwZkFsJQHrOEbIq11PQ9U/84qr3JL02AZDtzMbldMWtUTjsNgqz02gmsiVr8y6oODPpMSl1vI6aKIwx7xWRXGAOsN8Y0530qJQag9jyHb4aKFwANqui3OxtprLEz3Of+7uUxlOaXRo3UYC1gm2TPw0cmdC0M6VxKXWsRrPD3ceAb0fOfUxEjDHmB0mPTKlRii3f4d0HJ/W3jDZ5myjJKkl5PCMlihJ3Bs2ePqsfpemdFEem1LEZTR/FrcAqrL2yfwB8NKkRKTVGbZHlOwp69kPJktjxJm9TbLhqKpVllcXtowBrl71mT58VZ/OuuOcoNdmMJlGEIvtkG2OMwdoXQqlJI9b0RBeULAWsDu5Gb+OE1CjKssto87XhD/mHlZW402nu7sMULwFPPXjbUh6fUmM1mkSxQUQeBspF5C7g9STHpNSYtET3ohBPLFFE966OzmtIpdhcip54cynSCYQMHbmRmo/WKtQUcNREYYz5JvAA1tIdfzLGfDnpUSk1Bm3dfjJtIbLSHJA3G+ifGT1RNQqABu/wforo7OymzLnWAe2nUFNAwkQhInYRSRORJ4CXgF8AL4rIX1IWnVKj0Nbjp8DuhZLFsRFP0T6CCU0U8SbdRWZn/9PTRyDdDU1ao1CT30g1is8Cu4GLI//uxtr7+nAK4lJq1Fp7/BSG24d1ZAMT2/QUp0M7WqNo9PRRnfNeHSKrpoSEicIYc48xZi7wBWPMPGPMXGPMfGPMp1MXnlJH1+bpocC0xfonoD9RFGelftRTljMLd5o7bo3iSEcvAO3eANfUf5zqI71gdIsXNbmNZmb2CyLyNSC26bAx5vvJC0mpsWnz9LKALig5O3as0duIO81NhiP5e2XHU5ZdFrcz+82ajtj3gbCNqt5ZLO9phpzUN5EpNVq6eqya8lp7QxRK16AaRbO3eUL6J6LKssvidmYPXG/KaRdW2XZqh7aa9HT1WDWlef1BfCEbBZnBQX+VN3obJ6R/Iqo0q5S3m98ednz57HwKs9No7fHzwNWLWP74XqufYt7a1Aep1Cjp6rFqSmuNzMouzM0Fkdjx+p56ZuTMmKiwKMsuo72vHV/QN6zsO5daNR93QbG1bavWKNQkp6vHqimtrdv6RVxQWBQ75g14afO1MStn1kSFFRsi2+htZLZ79qCyJTPcAOxs8LC4eIkOkVWT3qhWj01FIEodi7amIwAUlPQnhSPd1rGJTBTRZq+GnoZhiWJeUTZpDhvvHOnioyVL4G+PWCOfBtSIlJpMRppwt0lEXov3dbSbiohNRO6K3GO9iMwfUn6DiGwVkSoRuWRI2RdF5McDHl8qIq9H7nXDsbxIdeJqbbCm9RTOPCl27EiPlShm5syckJhgcI1iKIfdxqJSFzvrPdbcD78HOmtTHaJSozZSjeKq47jvR4AMY8xqEVkF/Ay4DEBEyoBbgBVYQ243iMgLWEnrXuAs4I+Rc53AfwBnYi1GuFFEnjLG6MgrBUBbSyNQQkHFotixuu46YPLUKOJZOsPNizsbMe9bbG3W2vQO5FWkLkClxmCkCXeHEn2N4r5rgOci96nCSgpRZwEbjTF9xphOYB+wDCtp/A744YBzlwD7jDHtxhg/sAE4bywvUJ3YWjs6SCNITm5B7Fidp450ezqFGcnf+jSRDEcGeel5CRPFkhkuWnv8NGVZ27bS8FYKo1NqbEYz6ulYuIHOAY9DIuJIUOYBciPJYN1R7uMBcoc+mYjcGGnK2trc3Hz80aspo9XTS6GzDxnQvn+k5wgzc2YOOjYRyrIT70sR7dB+px0omAf1f0thZEqNTbISRRfgGvg8xphggjIX0DHK+8Q91xhztzFmhTFmRXFx6pdsUBMk4KOt11AwZPJ1XXfdhPZPRJVllSWuUcyMJIojXTDjNE0UalJLVqLYCHwQINJHMXDm0RbgXBHJiOzFvQTYnuA+O4EFIlIgImlYzU6bkhSzmkSu/M0mrvzNUf5XN+6g1eRQkJM56HBddx3lOeVJjG50RtoS1Z3hpDw/k531kUTRcVg3MVKTVrISxZOALzJC6j+AL4nIrSLyYWNMA3AH8CrwF+Bbxpjhs5IAY0wAayvW57ESxH3GmLokxawmka7eADVtXqoPtSc+qf4N2nBTmJ8fO9Tt76azr3Ny1Ciyy+jyd+ENeOOWL53h7k8UoP0UatIazYS7MTPGhIGbhxzeNaD8HqyNkOJde/+Qx08DT49ziGoSqz7Uzq4GDwa45p4qHrphFctn5w8/8cibtJn3UjAgUUyGobFRsZFP3gbm5c4bVr4kMvKpt/BMMsFqftKlPNQklKwahVLHrOpAK9GFt/uCYaoOtMY9z1f3Nj1kUJiTHjtW57EqnJOh6ancZcVQ64k/R2LJDDdhA7s9aZBbof0UatLSRKEmnYErrCJDHkcFfP2zsrPTYocnU42i0lUJQI2nJm75ydqhraYITRRq0lkywxrolp1mxxjIzXQOP6lpB23hLGBwoqjrriPTkUl+epymqhQryCgg25nN4a74m0KW52fiSnf091O07gNfV4qjVOroNFGoSWdfUzcAX//gEuw24Q/VcZpujrzB5tBiAFo8fbHDdZ46ZuXMmvA5FAAiQqWrksOe+IlCRFgytEO7MdEAQKUmjiYKNensbvAAsGZ+Ee9dVMwft9USDIUHnVO9+yA/Dl0NwPefeSc2Oio62W6yqHBVJGx6Aqv2tLO+i3DZMuuANj+pSUgThZp09jR6SHfYqCzI4uPLK2j29PHK3sEz7qtq+whgByAY6u/wruuuY2b25EkUle5K6jx1BMPBuOVLZrjp8YeoCbghp1QThZqUNFGoSWd3YzcLSnOw24QLFpdQmJ3G41sHND8FfLR7vGAtp4fTYWPVvEK6/F14/J7YaKPJoNJVSdAEqe+uj1u+VDu01RSgiUJNOnsaPCwstTq00xw2PnLGLF7c2cjlv9rIlb/ZxPbtb/JA6ELKnD2U52Xw0PXWPIvoPhSTqemp0m2NfErUT7Gw1IVN6O+naN4Ngd5UhqjUUWmiUJNKpzdAQ5cvligArlhRTiBkaO32EwwbvvBMIwV0sazYyaz8rNhkvOgcikmVKFwjJ4oMpx2HTbj71QNU208DE4JG3RpVTS5JmZmt1LHa02R1ZC8akCgWl7k5dVYu+5u78fQF6eyx8UjO/Zz5/14atCtcdB+KyTDZLqoos4hMR2bCIbLVh9rxhwyEDNe8YOch2wKW122F8uUpjlSpxLRGoSaV6IinhWWuQcc/saIcrz9EW4+fK3Pe5MxK17CtQ4/0HCHbmY07zZ2yeI9GRKhwVSSsUQycdR4IGaqcK+FwVarCU2pUNFGoSWVvo4ecdAczcwevHT67IDv2/RPdJ1OdtWbYtXWeukmxD8VQs92zE9YoVs0rJBqt3WZjVUUmHN5k7aGt1CShiUJNKrsbPSwszRn2y/7tI/37VwVwUMWpw66t7a5lVvbEbX+aSIWrgtruWkLh0LCy5bPzmV9iJcFPnzOH5UsXgafeWnZcqUlCE4WaNIwx7G7wsGhIsxNYf3nbBIQwToKsOu3kQeXBcJBDXYeYkzsnRdGOXqWrkmA4SIM3/t4U6750PjnpDnyBEFSusg5q85OaRDRRqEmjpdtPuzcwaMRT1PLZ+Swuc3Ft+qs8VPYoyxdUDCqv8dQQCAeYnzc/VeGOWmyIbILmJxFhYWmO1T9TshTS3Vbzk1KThCYKNWnsaYx0ZMdJFAB56fBt+W+WL5o7rGx/x36ASZkoKlxWUhtpKY9FZW72NHowYoOKs7RGoSYVTRRq0oiNeEqQKB7+UAZp+GH22cPK9nXsA2Bu7vAkMtFKskpIt6dzqOtQwnMWlebQ7g3Q3N1nNT8174TeEXb3UyqFNFGoSWNPo4eC7DSKctLin3Boo/VvnESxv2M/s3JmkeXMSmKEx8YmthGHyEL/cODdDR6oXG0drNmSivCUOipNFGrSSDTiKebQa1C0ELKLhhXt69g3KZudoipdldR0jdD0VDogUcx8D9ic2k+hJg1NFGpSMMawt7F70IzsQcIhOLw5bm0iEA5wsOsgJ+WdlOQoj12lu5IaTw1hE45bXpiTTlFOmtVPk5YFM0/Xfgo1aWiiUJPCkU4f3X3BYTOyYxp3QF8nzD5nWNHhrsMEw8FJXaOocFXgD/tp8jYlPGdhqYvdjdamTVSugrpqCPhSFKFSiWmiUJPCnobhazwNEm2GibbfDxDtyJ7MiWKOew7QPzornkVlLvY2egiHjfU6Q36ofzM1ASo1Ak0UalLYHRkauyBRoji0EXIrIa9iWNH+jv3YxDYpRzxFLSpYBMDOtp2Jzyl14fWHqOvohYpVgMCBl1MUoVKJaaJQk8K9rx7AaRdyM53DC42BQ5vi9k+AVaMozyknw5ERt3wyyE3PpTynnHdaEy8hHm1229XggexCmLUc9q5LVYhKJaSJQk0KHl8Qm0hs7+tB6t+EniaYtzbutfs79k/qjuyoJYVL2NmauEaxoCQH6J94yMKLrH6K7uaE1yiVCklJFCJiE5G7RGSTiKwXkflDym8Qka0iUiUil0SOFYnIOhF5VUQeFZGsyPFfiEh15D7rRSQ3GTGribPl3Vb6gmH6gmGuubdqeLLY/SyIzfrFOYQ/5Odw1+FJ3T8RtbRwKbXdtXT2dcYtd2U4mZWXGZt4yIL3Awb2vZC6IJWKI1k1io8AGcaY1cDXgZ9FC0SkDLgFOAe4CPg3EUkHvgM8bIw5F3gDuClyyXLgImPM2shX/E+ZmrJ+88qB2PeBYHjQHg0A7P6z1WafVTDs2oNdBwmayT3iKWppwVIAdrXtSnjO4jJXf41ixmmQUwZ7nk9FeEollKxEsQZ4DsAYUwWsGFB2FrDRGNMX+aW/D1g28BrgWeB9ImIDFgB3i8hGEflsvCcTkRsjNZStzc1aTZ9KOr0BNg9IDE6HjVXzCvtP6KiBhrdh0cVxr4+OIpoqTU/AiM1PC8tc7G/uJhAKWxszLbgQ9v8FQoFUhanUMMlKFG5g4F/+IRFxJCjzALlDjkePZQP/BXwK+ADweRFZNvTJjDF3G2NWGGNWFBcXj+sLUcl1x1/20uMPMa8oi/L8TB66flVsD2wA9kT+dkiQKPZ17MMu9kk94ikqPyOfGdkzeKctcYf2olIXgZDhYEuPdWDhRdDXpZPv1IRK1p7ZXcDAcY42Y0wwQZkL6BhwvHfAMS/wC2OMF0BE/gKcBryVpLhVCr3b0sMDmw7yieUV/PvHh+V/y+5noXA+FC2IW7y/Yz8VrgrS7AnWh5pklhSM3KEdXRBxV4PHGio8b621nMfe52HuuSmKUqnBklWj2Ah8EEBEVgFvDyjbApwrIhmRjuklwPaB1wAXA68CC4GNImIXESdW89S2JMWsUuxHf95Jmt3Gly9aGP8EXxe8+0rC2gRM/jWehlpSuISDXQfp9nfHLZ9XnI3dJv39FOkumHOO9lOoCZWsGsWTwIUi8hogwGdE5FZgnzHmKRG5AysR2IBvGWN8IvID4HcicgPQAlxtjOkRkQeBKiAAPGCM2ZGkmFWKXPmbTXT2BtjV4OGrFy2ixJVg/sP+v0A4AAvjJ4rW3lYOdR3io/M/msRox9fSQqtDe3f7bpaXLh9WnuG0M6cwq3/kE8CCi+D5b0Dbu1Aw+ZvY1IknKYnCGBMGbh5yeNeA8nuAe4Zc04jVDzH0XrcDtychTDVBunoD7G/upignjX9YM8Ivvt3PQmY+VKyMW1zdWA3AmWVnJiPMpIgminda34mbKAAWl7nZMWCPcBZGEsXuP8PqL6QiTKUG0Ql3KqWqD7Wzq8FDIGTo7A2w40hX/BNDAatdfsFFYI//98zrDa+T6ciMjSaaCooyiyjOLD5qP8WhNi+9/pB1oPAkmHE6vPmwNUtdqRTTRKFSqupAK9FfdeGwGT5nImr3s9YObycnblba2riVM0rOwGmLs+zHJLa0cOnIaz6V5WAM7G0a0Px0xqegcTvU/y0FESo1mCYKlVIrBgx9HTZnYqDq+8E9y5pHEEe7r519HftYUboibvlktqRwCQc6D+ANeOOWR0c+/f19W/pnqZ/6cbCnwxv/k6owlYrRRKFSymG33nKF2WnD50xEtR+0OrLfcx3Y7HHvs63RGvw2lfonopYULCFswglnaLf2+AFo9wb6lzTJzIcll8Lbj0GgN5XhKqWJQqXW5netpqZ1XzovfpIA2PaANSv5jE8lvM/rja+TYc/g5MKTkxFmUi0vXY5d7Gw8sjFu+ZZ322LfD1rS5D3Xgq8Tdv0pFWEqFaOJQqXU5gNtLCjJoTAnPf4JoYDVvLLg/ZBbnvA+Wxu2clrJaTjtU6t/Aqwlx08vOZ2Xa+LvNbFqXiHRXcNFpL95bs551p4cbzyYmkCVitBEoVImGAqz9WAbK+cNX9wvZs9z0N0Iyz+d8JTOvk72tO+Zkv0TUWvL17K7fTf13fXDypbPzucPnzubWXkZFGQ7Ob0izyqw2eCMa6zNjNoPpTZgNa1polAps+NIFz3+ECvnJujABqsT2zUT5sfvxAarf8JgpmT/RNR5FecB8HJt/FrF8tn5/MslS2ny+Fm3o6G/4PSrrX+3/jbZISoVo4lCpUy0fyJhjaLxHdj3ktUWn2DuBFj9E+n2dE4tOjUZYabEXPdcKl2VCRMFwIVLy6gsyOLeDe/2H8yrhFM+BlvuAU9jCiJVShOFSqHNB9qYV5SdeMmOF78HGW5YOXRS/2BbG7ayrHjZlFkIMB4R4fyK89lSvyXhMFm7TfjsOXOoPtTOtsMDNnN67zch2Aev/izudUqNN00UKiVCYcOWkfon3n3Fmom95ta4GxRFHeo6xM62nZw9M/7+2VPJ2vK1+MN+NtVvSnjOFSsqcGc4+O2rA2oVhSdZI8Kq/xs6DqcgUjXdaaJQKbGzvguPLxi/fyIchhe+A+5yWHnT8PIB/rj3j9jFzodP+nCSIk2dM0rPwOV0JRz9BJCd7uDqlbN5dns9NW0Dah7nfw0QePnfkx+omvY0UaiU2ByZGxC3RrHjCTjyBlzwbXBmJrxHIBTg//b9H+eVn0dJVkmyQk0Zp83JObPO4ZXaVwibcMLz/v7s2QjwxUff7J+pnVsOZ/6Dtf5Ty97UBKymLU0UKiU2H2ilsiCLGblDEoHfCy99H0pPhWWfGPEe62vX0+Zr4+MLP57ESFPr/IrzafW18lZz4r24jnT4CBlrQcWr76nqTxZrbgVnFjz9RQiHUhOwmpY0UaikC0f7J+YOqU0YA3/6stXOftEPEy7XEfWHPX+gNKuUc2aek8RoU+v88vNxOV38bsfvEp4zcOHEvmCYl3ZGRjvlFMMHb4dDG+AVXYlfJY8mCpV0e5u66fAGWDl0AcDq/4a/PQzn/zPMO3/Ee9R117HpyCYuX3A59qMklKnElebimqXX8OLhF9ndtjvuOavmFZLhtGGLTNf+09v1dHoD1oPTr4bTPmn1Vbz7aoqiVtONJgqVdLH5EwNrFHXV8Ow/w/z3WYniKJ7Y+wQiMqV2sxutTy35FDnOHH7z1m/ili+fnc9D16/iy+9fxHcuWUJ9h4/P3L8Frz+yDf0HfwoFJ8Efr4eelhRGrqYLTRQq6TYfaGNWXiYVBVnWgfZD8Oh1kFMGl99jLU0xgm5/N0/sfYJzZp7DjJwZKYg4tXLTc7lmyTW8cOiFhLWK5bPz+cJ75/PZNfO445On82ZNB5+8u4o7XtpDdUMArvhva/+Ohz6uyUKNO00UKqmMMTy3vZ72Hr/VCVtXDff+Hfi74coHR5wzEXX71ttp87Vx47IbUxDxxLh26bVkO7MT1ioG+sApM/jc2pP4W20nP39hr7UUeV85fOIBaNoJ930AOmpSELWaLjRRqKT6jxf2EDLgDYS45u7XqP7tLdYQ2H94AWaeftTr19es54m9T/CZkz/D6SVHP3+qGlir2NGy46jnZ6X1L3HSF4gsRb7oA3Dtk9DdBL99PzRsT2bIahrRRKGSZuO+Fn75130Q2fw0EApRlb4Grn8Jihce9fo2Xxvffe27LMxfyOdP/3ySo5141y29jpKsEm75yy0c6T4y4rnRDm6wfrqhcGSD2dlnw2f+BCYEd58P674NfZ7EN1JqFDRRTGLVh9q586/7+sfNTyHvHOnipgdepzyjj3QC2AnhtMGqj/0T5Bx9slwwHOS2127D4/fwozU/mtLrOo1Wbnoud73vLnqDvdz84s10+DoSnhvt4L71wgUsKXNx51/38beayPllp8LnXrNGQ732X/DLM2HrfdamR0odAzHGHP2sKWTFihVm69atEx3Gcfu/N+r44qNvYoAMpy3htqHVh9qpOtDKqnmFiXeMS6WuI9Tt2MjlfzJIsI8n0r9D/ewPU1V6DatOWTCqGJu9zXz1la9S3VjNV1d8letOvi4FgU8eWxu2ctMLN7G4cDF3X3g32c7sEc9v7e7jsjs30tMX5MozK7hwaVn/z7lmC/z5q1D/JjgyYemHYellULEKskdY7n2cTLr35zg51tc1mX8eIlJtjIm7yYsmijGI9z956LHRnDPSdUU5afxlVxPP7xi8hPQN587lWx9aOujYi+808rmHqgmFDU67jYdvWAUwLm/EuG/ocMjqhO5tt756WqzJch2HoXUf1G3jlY5Cvhj4PD4yeGLlHhaffSmUjn670i31W/jaK1/DG/TyL6v+hUtPuvSYX8NU9uKhF/nyy1+mMKOQW95zCx8+6cPYJHEDwJPb6vjSY28C4LAJt75/IectKKbZ4+OdI12scrWwvPExePuP0BepWRQugBmnQf4cKJgL7lnW4IKsQsjItWZ9R+asjOYXXNWBFv78VgNzirIocWfwdm0nv93wrvX+dNh44LNn4rTbj3qfY/1luvVgG1UHWll9UlHC617d28wre5q56OQyVswpiPt8R/u8YgxX37uZQChsfe6uX8nyOQUj3uc9lXmse6eRf3x4G6GwIc2R+I+/8fyZjEXKE4WI2IBfAacBfcD1xph9A8pvAG4CgsAPjDHPiEgR8DCQCRwBPmOM8cY7d6TnPtZEUf3io1Rt3cqqjMMszxjcPmwMPNK9jG+1XkQYG4JhedoRXHYfr/TOJYQNO4aFziZ2BUowCDYMq9MP4bb38YJ3QeScMB/M2oUfO+u8CwhHjp2X8S6v+uYSxAYIWdLHh7J285R3CX5jxyDYCXNx1m5ybX0EEXb6S3nLP3ioaLb00WucGAQHYb6V/xJrMg9SH3LxVt+MyGuro9o3iypfhfU4rRZMmOq+WVT5KlmVZn2wP9X2GQLYcRDmyxlPcQa7qAvmsstUssr2Dittu8jAz9bwQp4Knwvp2exgPm96rQ9fmt3O728c3Qehs6+TZ999lv/b939sb93OHPcc/mPtfzA/f/6Y/z+eSN5sepPbX7+dt1reYmnhUq5YeAWrZ65mVs6sYefe+dd93P58/KG1ADaBa1fN5qPLivE37Ob1XQdYEahmcfdmtnS4eCN0Eufb3mSl3bpHdXgBG0KnUGj3spM5/N5/LuHI++rb7j9zVc4b7AjMYmPfXDJsITb65vKy7ySIbeIaTxhBMICdMNe6trE8o47OUAbb/WXMcnTSGcrgfs8KQthwEOb7Bc9zWc5OdvqLrffngM9nla+Cp7qXIhh2+kvY5rd+LjYMN7o3c517G/VBFy955xM0Njb3VfA3/8xIjIYlzkZOcrbxvHcRQQQ7hmVp9bzpn0k48hn+u8y95Nl8PNlzCqHIZ99BGD/9gwkcBJll76ImlEc48lk9O/0gm/rmxK7JkT66zMDlawxrMg7yKdc29gcKB72uat9MXvLOJ8fWR1c4g1d9c9jhL4s8V5jvF6xjflorr/vKh11XVXYNq1afe0zJZCISxeXAh40xnxaRVcA3jDGXRcrKgBeAFUAGsCHy/e3ANmPM/SLydawE8/t45xpj+hI997EkiupD7XzyNxsJhA12MVxfupkFWS3U9OXySudJ1PhyaQ66sLoNrTdZgcNLX9hBTzgtdixDAviMM/bYbe/DF7bjN9F9nQ0OCWMnTJ9xxM6L/NQi/zVcXbKN60q38U5PCW/1zGB2RhvPti1ms2d27JrZ6e2cnNXACx0LCRobNgzFzm4aAm7if1gNApSntVPn739Df6RoB+m2EI81LyNkbIDBhiHEaGc/R38mkJ0u9PSFAcEmcM05bi4/Kwd/yB/76vJ30eXvotXXyrud77K/Yz+1nloMhgX5C7jspMv4+MKPH7W5ZboImzB/fvfP/PKNX1LXXQdAhauCBXkLmJEzgxnZM3CnualvzeQ/nwkRDIHdBjddkMf2Wj8v7/Qy/BM++D03ULo9TJY9RIffETlLBlwjsX8dBAlhj53jkCBBYwcEIcxlhTs4PecIPzr8d9b7Uwxz0tvY5ysadJ/4hpaZQVfk2b30GQfe2GcPsm0+esLpce7d/32WrW/ANYZiRzdtwawB73WDU0IEIq8DDBm2AL6wc9D9KtLaqffnEookl3PcB9nvK6DWnxe7TjCYWBewYX5GC8uy63m67WSCRiJH+8sFKHV68IUddIQyY89nJ0S+o5eWYPaQ1xb9yRuWZdWTbg+y1VOBQUh32sdUW4kaKVEk3kbs+KwBngMwxlSJyMAnPwvYGPll3yci+4BlkWt+FDnn2cj3+xOc+/p4Blt1oBV/GMBG0MBdDUP3OgjjcG8l6DkNjA0khG9WZG2ew9eDsYOEMKVPQ+OlscfB8vtwAP4B56RV3jvsurTSp/FHrjMS4snMzTwVPAzp+yHdOr3PC3gqsd4kYerdW2grWo/TXYl45+HIOkDXoPuGSSv5E2HvXIKeU7H+zjLUBKNvQiGEnT+2LBv28winNUKgGIyAhEkv/V9CvbMJdq7AGv8Qxp69F4yNkDf6V2SIvszXwf8eMHbChPhjzY/539b4+yU4bA5mu2azpGAJl550KWvL17K4YDEiI/1FOv3YxMYl8y7hQ3M/xIHOA1TVV7G5fjOHPYepqq/CG+xfetwxqxIi74Xf1R4m5K3ESP/7LGPmwwQ9pxPsOo3o+0jSWjD+IqL/XwNph+kMOzHMjJ1jd1cT8pzW/74qeoGgZynGNzt2DrlbofM9sffwupxXeSnrMI7K/bGYjsCg931m+YMEuxcRaD879vx29zZCnmWDnivUs4CQdz5Efv12OjpAguCrIPbec78Ze34kRPqMPxLsPINQz6LITyeM3/3GoHN6Zj1IGkLv4etjn2vbkM+wreJeMoec0zrjEdKAYOR1bcuyftZDP9N9A+5zpPRxGrMO48zp/7wGPCcTaDuX6GezSbzgCEJoVixme9FLeLP3Dfpc2zMPEPIujPw84K0+Nyb2h6cQCFrDpceziSpZNYp7gT8aY56NPD4MzDPGBEXkU8Cpxph/jpQ9ADwA3BU53isi84YcG3SuMebFIc93I3AjQGVl5fJDh8a28Xz1oXY+ec8mAiGD3QafPMfBu01hNu4KY7Cq7R85y8GimTZ2HwmzaKaN+WXWXwP7GsKDjg19HO+c0V430L6GMD992k8oBHY7fOXStITnDb3vwOuuOtvBI68Frcc2+Nz7nfiDhnv/EiQc7r83MOJ9oucMPPbVD6chCLuPhFkyy8mimU5s2HDanaTZ00i3p+NOc5ObnkuWI0uTwnEyxuAJePD4PXgDXrxBL/6Qn2A4SDAcxGDYWx/kndoAi2bZmF9mZ29DiJ8+leD9kOD/61jeDyO9h+Ho789jfe8dT4zH+hkezWsb62c63usaeq9Erz16bKz9H1ET0fT0c6DKGPNY5HGtMaY88v2HgQ8YYz4fefwk8EPg7sjxJhE5bcixQecaYxK2LR1zH0Wcjqhr7q0iEAzjPMYf/Hgbr5EWo+1wH83zT+ZRHCq+ZL4fxiOe0Z6TyhiTZTJ9FiciUXwMuHRAH8V3jTEXR8qifRRnYjWsbAZOx+qjqB7QR2GA38U71xjjS/Tc4znqabK/yZRSarxMRB/Fk8CFIvIaVsPZZ0TkVmCfMeYpEbkDeBWrYfJbxhifiPwA+F1klFMLcLUxpifeuUmKeZjls/M1QSilpj2dR6GUUmrEGoUu4aGUUmpEmiiUUkqNSBOFUkqpEWmiUEopNSJNFEoppUZ0wo16EpFmYGxTs49NEdYw3qlmKsatMafOVIx7KsYMky/u2caY4ngFJ1yiSBUR2ZpoKNlkNhXj1phTZyrGPRVjhqkVtzY9KaWUGpEmCqWUUiPSRHHs7p7oAI7RVIxbY06dqRj3VIwZplDc2kehlFJqRFqjUEopNSJNFEoppUakieIYiMhKEVk/0XGMlog4ReRBEXlVRLZENo+a9ETELiL3ichGEdkgIqdMdEyjJSIlIlIjIosnOpbREpFtIrI+8vXfEx3PaIjIN0Rkk4hUi8g/THQ8RyMinx7wM64SEZ+I5E10XEeTrP0oTlgi8jXgWqBnomMZg08BrcaYa0WkAHgTeGpiQxqVSwGMMeeIyFqsXQ8vm8iARkNEnMBvgN6JjmW0RCQDq89y7UTHMlqR98TZwDlAFvCViYxnNIwx9wP3A4jIncB9xpiOCQxpVLRGMXb7gcsnOogxehz4l8j3AgQnMJZRM8b8L5G90IHZQMeEBTM2P8Xa7/3IRAcyBqcBWSKyTkT+EtmZcrK7CHgba6O0p4FnJjac0RORFcDJxpgpMfJJE8UYGWP+CAQmOo6xMMZ0G2M8IuIC/gB8e6JjGi1jTFBEfgf8F/DQRMdzNCLyaaDZGPP8RMcyRl6sBHcRcDPwkIhM9haHImAFcAX9McvEhjRq3wRum+ggRksTxTQhIhXAX4EHjTEPT3Q8Y2GM+XtgIXCPiGRPdDxH8VmsbYDXY+0F/0Bkn/jJbg/wP8ayB2gFZkxwTEfTCjxvjPEbY3YDPiDuWkWTSaRPYpEx5q8THctoaaKYBkSkFFgH/LMx5r6Jjme0RORaEflG5KEXCEe+Ji1jzHnGmPMjbf1vAtcZYxomNqpR+SzwMwARmQm4gfoJjejoNgAfEMtMIBsreUx25wEvTXQQYzHZq5ZqfHwTyAf+RUSifRUXG2Mme2frE8B/i8grgBP44hSIear6LXC/iGwADPBZY8yk7ssyxjwjIucBW7D+6P2CMSY0wWGNxiLgwEQHMRY6M1sppdSItOlJKaXUiDRRKKWUGpEmCqWUUiPSRKGUUmpEmiiUUkqNSBOFUqMgImtFpGnAgm7rReTxOOf5RWTdcTzPyyJywZBjvxCR6yOLyFUd672VOlY6PFapUYgsQHezMeaqo5zXYIw55pnYIvIp4H3GmE9HHqcBu4BTsWYdP2KMmQrrMKkTiNYolEqCSA3keRF5SkTeEJGbRORREdklIp+LnHN+ZPn0lyPLqTux1uK6QESyIre6DFhnjJlKqxWrE4wmCqVG74IhTU9fPcr55cDHgM9hLcR4LXAxcFNk8bp7gMuNMecDdcCnjTE+4H+Bj0bu8RmsJcuVmjC6hIdSo/eXozU9DbHdGBMQkQ5gvzHGLyLtQAZWM9IM4LHIgqeZwAuR6+4Bbo8sLJhvjHljvF6AUsdCE4VSyTNSB2ALUAtcZozpjOw62A1gjHk7siT8LcCUWcRRnbg0USg1ehfE2QL3mBZXNMaEReSfgD+JiA3oAq4bcMp9wO1A5bEGq9R40VFPSo2j4x31dJR7z0FHPakJoJ3ZSo2vguOZR5GIiMwHHhnv+yo1GlqjUEopNSKtUSillBqRJgqllFIj0kShlFJqRJoolFJKjUgThVJKqRH9f4lQLI8+ah52AAAAAElFTkSuQmCC\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Run multiple times for different dataframes or make it into a loop\n", "\n", "\n", "from scipy.optimize import curve_fit\n", "fitE = []\n", "errE = []\n", "for i in range(len(dataFrames)):\n", " fitFig,fitAx = plt.subplots()\n", "\n", " Intensity = dataFrames[i]['Int']\n", " Error = dataFrames[i]['Int_err']\n", " E = dataFrames[i]['Energy']\n", "\n", "\n", " # The guess follows the input list from the function. Amplitude and center position is found from the maximal intensity position\n", " centerId = np.argmax(Intensity) # Index of maximal positin\n", " mu_guess = E[centerId]\n", " A_guess = Intensity[centerId]\n", " sigma_guess = 0.25 # Pure gut feel guess\n", " B_guess = np.min(Intensity)\n", " guess = [A_guess,mu_guess,sigma_guess,B_guess]\n", "\n", " # Call the optimization function, which returns the optimal values (fit) and the correlation \n", " # matrix (Var_mat) from which the actual error estiamte can be found\n", " fit,Var_mat = curve_fit(Gaussian,E,Intensity,p0=guess)\n", "\n", " # For simplicity, it is assumed that the errors are uncorrelated and thus equal to the square root of the diagonal\n", " fit_err = np.sqrt(np.diag(Var_mat))\n", "\n", " # Create a variable against which the fit is plotted\n", " X = np.linspace(np.min(E),np.max(E),101)\n", " Y = Gaussian(X,*fit) # Notice: using the * operator here unpacks all of the values so that you don't have to write them by hand\n", " Init = Gaussian(X,*guess)\n", "\n", " # Plot data\n", " fitAx.errorbar(E,Intensity,yerr=Error,fmt='.-', label='[-1,0,{:.1f}]'.format(np.mean(L)))\n", " # Plot fit\n", " fitAx.plot(X,Y,label='Fit')\n", " # If the fit does not look cirrect, plot the initial guess as the start parameters might be off\n", " fitAx.plot(X,Init,label='Initial Guess')\n", "\n", " fitAx.set_xlabel('E [meV]')\n", " fitAx.set_ylabel('Intensity [Arb]')\n", " fitAx.legend()\n", "\n", "\n", " ## Use the helper function given above\n", " #PrintParameters(fit,fit_err)\n", " fitE.append(fit[1])\n", " errE.append(fit_err[1])" ] }, { "cell_type": "markdown", "id": "e5054d23", "metadata": {}, "source": [ "## Setting up the fitting to the dispersion\n", "Whith a list of energy vs Q position, we can now fit the actual dispersion:" ] }, { "cell_type": "code", "execution_count": 17, "id": "df7fba5e", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:13.886144Z", "iopub.status.busy": "2023-07-25T11:38:13.886144Z", "iopub.status.idle": "2023-07-25T11:38:13.899197Z", "shell.execute_reply": "2023-07-25T11:38:13.899009Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[3 3 3]\n", "0.074 +- 0.01\n", "0.15 +- 0.003\n", "0.117 +- 0.019\n" ] } ], "source": [ "# Play around and change the two arrays below to your actual fitted values and positions\n", "\n", "FittedE = np.asarray(fitE)\n", "ErrorE = np.asarray(errE)\n", "\n", "Q = np.asarray(QList)#np.array([[-1.39,0.0,0.0],\n", " # [-1.36,0.0,0.0],\n", " # [-1.34,0.0,0.0]])\n", "\n", "\n", "p0 = np.array([0.028,0.152,0.091])\n", "\n", "vals,errors = curve_fit(MnF2,Q.T,FittedE,sigma=ErrorE,p0=p0)\n", "\n", "err = np.sqrt(np.diag(errors))\n", "PrintParameters(vals,err)" ] }, { "cell_type": "markdown", "id": "c65711fa", "metadata": {}, "source": [ "For a good fit the more points, the better. What to consider is to add the uncertainties of the energy positions (if you made constant Q-point cuts) to the fitting routine. Lastly, try to plot the fitted dispersion on to of your data. For this, it can be adventageous to perform a QE cut, i.e. a cut for multiple energies between two Q points as shown below" ] }, { "cell_type": "code", "execution_count": 18, "id": "dd2bc45c", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:13.901904Z", "iopub.status.busy": "2023-07-25T11:38:13.901904Z", "iopub.status.idle": "2023-07-25T11:38:16.093510Z", "shell.execute_reply": "2023-07-25T11:38:16.093510Z" } }, "outputs": [ { "data": { "image/png": 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UAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBnzmz2ALamMOs3RyZN1zspKFcrhsNOeO3W67vqqPXVffeWm7du6fS8t1X3N1RvmILs5E2PaFBPPZzN9wWVobtfOKnbm859bxU7c2D0WXPNn9b6z+43vrmJNHDPgAkanTtXBnlie6J67973+/ipn8NSnVLEn/caxbmDbQpWz86Z9VWzhYHcMj37u/nq7x+r96/QNu6pYmevuv9sO1muA5QM7qtik7Y/U65DRjsUqNne6Htfi/Ycu2v/8x+txxeTaZ36uzjl2vB7XZLtnDXVFrgGmfMxlcgqXlquc+Q8/UMXmrr+6io22d18j5Zr9Vc7gRL02Hp6YGMSVOF9sDTnFtQA9Obmre1zObduqnN6+l/veV3bz5h49WuW89JqXV7HhoSOd9p3DX6vvb4O4ogIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmjG/2QO4Uo2WlqpYDoed9mBlpc6Zr6dstG9XHdu9vbvdvp1VzuDIyXpgx453muXkqSplePxEvd00ymht200rJ+pus74/2CiTr+2I/tf3RN7oxZ9epTz8WTuq2OkDdVdP/z//rNMeHj9e5ZR6M9gyysryRXNWPvLRNfU9f+9cHZzrxq77WH3ezt31+T6W63EuPffJ3ft76HC93VLP41tc6DRHDzxUpQx21ceQwekzVWw40X8OssopE+ue88XYeH2v/5VHH6tieehIFZu7+qpOe/jU6+s7eP7Tq9D8gwc77dHD9f31jauJ18y052muiOcqJ47nOXFsjYgY7Ntbb7h39xSd18fSOF2/r4yjxzrN0ZGjVcpouX6vOTkXtw1ur1LuHN1x4TGuE1dUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZsxv9gD4pDIcdtrDEyernMHySh07tbeKjW66ptvX7m31HY62132NRt3AmaU6Z6F+2Ywmx1VGVc7MbcZ9wkboeW3n3FwVm3vqUzrth56/Y6run/4Tf1nFhsePTzk44FJNnu97Y0v1+TcOH65COb9QxQZ/9FinXa8cInKQFxrieY0Onl7TdmVNW9G6srJcxVYe6b7+5pbrnOGzb663u+nqTnv+VP1aGx46Ug8ie15dG70mtAad3lZ7rrL+vf/k8XWwo2c9tq3nvVl2tysL9VovT56pYuVwvV+Mjp/o5vTsq2t12+D2Knbn6I516/8sV1QAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDPmN3sAXEAZVaHRmdN13qE6b7Ay7LTzpmurnJV92+vYnm2d9sKOxbrvg0erWB4/0R3nyZNVThkOqxhsmOypy/bsYy0a7NxZxZY/71Or2Mdf0t1/93+oVDl7/5+7q9hwZfkJjA4uLzm/UMVK3z4wecxo9HjRO/ZptnNKZlYm9pXhoSNVyvyH7q9iy5/6lE575VlPrrd7YEcVGz7wUD2ElTb3Vy5zPWvJwfZtdWz3rm7gwP4qZ7Szfo9V9XPoRBUbPfxIHTt9pt54g89Ztw1u77TvHN3xhPt0RQUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQjPlZdZyZfxIRR8fNvy6lfNus7gsAAADYGmZSqMjM7RGRpZRbZ9E/AAAAsDXN6qMfnx4ROzPzzZn5B5n5whndDwAAALCFzOqjHycj4tUR8X9HxLMi4k2Z+ZxSysrZhMx8eUS8PCJie+yc0TAAAACAy8msChV/FRH3llJKRPxVZj4eETdGxH1nE0opr42I10ZE7M0DZUbjAAAAAC4js/rox7dHxL+LiMjMmyJib0Q8OKP7AgAAALaIWV1R8fMR8QuZ+baIKBHx7ed+7IP1NVpaqoPHjnWag0/UKQun91exlat3d/veta3KGYz2VrEcDrs5pb5IZnTqVBUrE9vBzJTRZo9gaoNt2zvt8mnPrHIe/px639z/V93HuO833lvljFaWn+Do4PJWevaBuQNX1Xmnz3TaubBQ5QyPHFm/gcFW1XP+HR4+XMUWPto9942u219vd30dm1uq9+nho493h+Dcx6XK+vf5g8XFOrZndxWLidhoe71dLtfvgfLw8e52jx+sckYT56aIaHKNe9vg9ifcx0wKFaWUpYj4pln0DQAAAGxds/roBwAAAMAlU6gAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZ85s9AGZjtLTUaZfDh6ucwcpKFZsfZKe9cvXuKmf5ujq2MNHO+fql1VcVG544WQfLaKKzni0nc+AylfOTe0/E0kte0Gk//DmLVc7ev673gT2vf1enPbKfwFSGBw9Vsbl9+7o5R47UOfv31331nG+BrjIcVrHhgw912nM92w2fdHUVW3na9VVsftBdOw4feniqMcBZOVe/Age7d9WJO3dWobJz28SGPf0fOlHFRo8+3m2fOX3hQW5xrqgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNmN/sAbAxynBYxUbHj1exwSdGnfbcfF3Lyt3bq9jK1Ts77YXRqMrJnjEMlpbqcS2vVDHYCgaLi3XwBc+qQgef283bfV+pcvb91z+pYqNS73fA2gyPHLl4zuHDsx8IXCEm16qjRx6tcubm6nXp0lOvqWKj66/qtAdHjlY5wxMnewbhPHrFyu5ra7Cjfr8T2+p1XNmxrY4tzHX7OlK/1sqh+hwz6nlfdLm4c3THmrbLzPPe5ooKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGjG/GYPgM1ThsMqNjx+otOe+/iDVc7c9ddWsdGN+zrtpRv2Vjnzu7ZVscF8z0vw0OFu36dO1znZU2MrozoGm2SwuFjFVr7gBVXs/i/eXsV23d9t7/+Vd1U5o579F1g/OTfXac9dfaDKGT5+sGfD7vmprCxPeYcT5zXnNK5wo6WlOvjQo1VoYfeOKrZ87e5Oe+55n1LlzN17fxUbHjx0CSPkcpXzC3VssRvLA/urnNGBPVVsuLt+f7Pw6PHudg8+XPd18uTFhnlZuW1we6d95+iOJ9ynKyoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBnzmz0AGlNGnebw+IkqZW5Q17cWVobd7a7bW+WMttUvt7xqTxUbLC11cxYWqpzh0WNVLHJiXBOPpTfnfCa37duur3+uWDk312kPP+/5Vc4jn7G9il13z0oV2/5b7+q0yxMcG/DElVOn69jnvKCKzX/i8W5Oz3l0ePDQxe/QeQcqozP1fji49+NVbGF0c6e9fO2uKmduz+66r4n9fHT6TD0I++HlpedYOti1s07b333vMjpQv0cZbavfk8wfOlnFyv0PdrfrOX9sdbcNbq9id47uuKQ+XFEBAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM2Y3+wB0LgyqkLDo8eq2Nxw2G1vW6hylq7fU8VGV++qYgvD0mnnYwernMGO7XVfp05XsUrP45nKWrdjSxosLtbB5z+z03zwhTuqlB2Plyq28/f+rIp5tcHmKxPnteGx+tw3eM8Hq9iZFz2/0972gQernLndy1VsePz4pQ4RiIjR0lIVm3vwkU57fueTq5zlm6+pYgs58TvcBx+u7+/MFOvNJ2JyDFttDTr5+CLW9zFO9D/Yvq1O6YmVfbs77dH2+r3M3LF67vOR+n3KyomTE51vsTlco9sGt19SvisqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmjGzQkVmXpeZ92Xmc2d1HwAAAMDWMpNCRWYuRMR/iohTs+gfAAAA2JpmdUXFqyPiNRHxiRn1DwAAAGxB616oyMyXRcSjpZTfW+++AQAAgK1tFldUfHtE3JaZd0XEZ0TEL2XmDZNJmfnyzLw7M+9ejjMzGAYAAABwuZlf7w5LKS85+/O4WPE9pZSHevJeGxGvjYjYmwfKeo+DGSqjKjQ8cbLTnvvEw1XO4sqwii3fuK+OXbur015YmKtyBgeP1uN6/GB3mEtLVUoZ1mOYSvbU9HqeB7aAibke7NhepRz++k+vYkeekZ32/nvrw9reX3tXFRut9TUJbLpRz3lm7n/c083ZVh9DcnGh7mzyPOMcA2s2Onas0567r16XrjzvKVXs1HOu67R3bF+sO//Y/fX9nVrHr+Xb6vv+ej6+nvX53K6d3ZQbrqtyyo56Xpf3d4/VcydX6rs7dKyKDQ8erse11edwg/jzpAAAAEAz1v2KinOVUm6dZf8AAADA1uKKCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmjF/vhsy89kX27iU8lfrOxwuW2XUaQ6Pn6hS5ubmqtjCQv0SXLp+T6d95rpd9Xbb6+3mlpc77dGx4/U4z5ypQmU4rPOqpNHFc9gSBouLnfby539qlXPw+VnFFo902/vecE+VM5rmtQZcPvrODdn9HdBg/94qZeXhR2Y1Irjy9OyHZeJ027cmXHi0jpXrJtagT6r3322P1+vSsrTUMwbn/FnLQb0ei/nue4SyfaFKGe7eVm830dfc4fq9zOjgoSpWVparGOvjvIWKiPifEfGeiOh5BURExKdHxIF1HxEAAABwxbpQoeINpZTvOt+NmflzMxgPAAAAcAU773dUnC1SZOavZ+ZXZmb23Q4AAACwXqb5Ms1XRcRXR8SfZuaPZubNMx4TAAAAcIW60Ec/IiKilHJPRNyTmVdFxH+MiA9FRM83kAAAAAA8MRe9oiIzX5yZPx8Rb4mIv4iIZ8x8VAAAAMAV6aJXVETE90fEayPiO0spZbbDAQAAAK5k03xHxd+PiKdExL/KzFsz85oZjwkAAAC4Qk1TqHhNRNwcEbdFxJ6I+KWZjggAAAC4Yk1TqHhGKeVHIuJUKeW/RcS+GY8JAAAAuEJNU6iYP/txj8zcExGj2Q4JAAAAuFJN82WaPxwRb4+IGyPinbH65ZoAAAAA6+6ihYpSylsi4jmZeW0p5dENGBMAAABwhbpooSIzvzsivjsitmdmRESUUp4343EBAAAAV6BpPvrxjyPiqyLi0IzHAgAAAFzhpilU/FlE3FdKGc56MGwhpf7O1dGxY1VsMKxfVgvz3e94Xbp2d5Vz6oYdVWzXif3dvgf1d8WODh6uYmVUqlhP0sVzeOJyiu/3nXYupuhrsFAfAlde2L1g7NFP21blHPiL+jVz1W/+eac9XFq66P0DW9DkMarnXDT3ac+tYvnIwU575eFH1nVYcCUbnTpVxeYeqPex+V3dc/7S/noNMHzqjVVscPpMfZ8nT3bapWfNO1N966DLeT3b83hyWz0/efVVnfbS1buqnJUdc1VsxwPd9ynlofr1MeqZZ2ZnmkLFH0TERzLzwxGREVFKKV8y22EBAAAAV6JpChXfHRF/LyIOz3YoAAAAwJVumkLF/RHx7lIu52uFAAAAgMvBNIWKbRHx3sx8X0SUiIhSyjfNdFQAAADAFWmaQsWPz3wUAAAAAHGBQkVm/m4p5aWllLdc6PbZDQ0AAAC40lzoioovycxPnOe2jIirznMbAAAAwJqct1BRSlncyIEAAAAADDZ7AAAAAABnKVQAAAAAzbjkQkVmbpvFQAAAAADOW6jIzF875+cfPOemN810RAAAAMAV60JXVFx3zs9ffc7POaOxAAAAAFe4aT/6cW5xosxiIAAAAAAXKlSU8/wMAAAAMBPzF7jt+Zn5K7F6NcW5Pz9vQ0bGllOGwyo2Onmyig3ue6jTXhzcVPc1t6uKnXra/k57x9xc3fegpzb36GN1/xNjLaM1/oGcMlrbdleqyecrn8AfJproa7BzZ5UyuPlJVezBL9zeaS/tqbt+8pserWIrx49f4gCBK8HKgw/VwYceqUKDxcVue8eOKmd06tS6jQuudMMjR6vY/CcOdtpzO6+vck7fWO+bux47UMXyzJlOu28dPFOX+xp0Yg04eYyMiBhcd20VW7l+X7e9o34/sHB8ub67xw532sO+4+3l/pxeZi5UqPh75/z8mvP8DAAAALBuzluoKKW8ZSMHAgAAAPAErqsGAAAAWF8KFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANGN+swfAla0Mh1VsdPx4pz342CeqnG3lxip25vrdnfby/u1VzkIpVWywslKP4dDh7jhHdU6UUR2bRvbUB9fa11b3BJ6XweJit71rZ5Xz0b97bRXLibt81n/8eJWz8vH71zwugL5j2+jM6U475+Y2ajRwZerZD4cPPdJpL+6o15J5/Z4qNrq6juXhI912z5q3bx3Mqslj4GD3rjpp+2IVGi1219kLJ+o1/MInDtfbHezGyqh+z8DGckUFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRjfrMHAJPKcNhpD48eq3Lm7ssqtrjwpE775FN2VzlL+xeq2M7FejfI02c67UGcqnJGyytVbCpltLbtWJV1fTXn5qrY4FNu7rQ//nXXVTmnr6vn4rmvurfTXnn0sUsdIcATNnkufCLuHN1RxW4b3D6z7eByVVaWu+1H6jXA6Ob9VWxlV72+3BZP7rQHf/WxKmd4/ETPILb4OrFvHTeo1/WD7ds67XLd1VXOytU769j27ppw+8P1czx66JE6duZ0PVbWVd85JbOe+7NcUQEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDNmUqjIzLnMfF1mvj0z35aZL5jF/QAAAABby6yuqPjaiIhSyhdGxA9HxI/N6H4AAACALWR+Fp2WUn4jM3973HxqRByexf1whSijKjQ6fqKKDT58f6e9ffunVDlHP2VHFTv9gj1V7EA8pdv348eqnHzs8Xpcp0512mVUqpzInvpgz2Nct+02w+RY+8bZ93imMFhcrGIrL3xeFXvws7Z32sv76r6e/salKjY8eGhN4wJo1W2D29dtuztHd6xb/6zynLZreLRe/2378GNV7Mjn3FjFRos7O+3tc0+rcgbv/VC93ZnT3cB6rv82ei055Vove9Z2+eTuc7p8za4q58RN26rYno+e7LQHDzxa5aycOl3FmL1LPa7NpFAREVFKWcnMX4yIr4+Ib5jV/QAAAABbx0y/TLOU8r9FxLMj4ucys1MGy8yXZ+bdmXn3cpyZ5TAAAACAy8SsvkzzWzLzh8bNkxExGv/7G6WU15ZSbiml3LIQ9WU7AAAAwJVnVh/9eGNE/P8y848iYiEivr+Ucuoi2wAAAABXuFl9meaJiPh7s+gbAAAA2Lpm+h0VAAAAAJdCoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABoxvxmDwDWoqwsV7HR8eOd9vyH7q9y9g1vqmInnrSjiq3sWey0F08sVjmRWYfmFyY6qsdZRqXuaxpltLbtNsM0Y+3LyW7tdLBYP++DJ99Ybzas+zr5pO7zfOB99d3Nv6MOjobDOhHgCnTn6I4qdtvg9k0YydY2zXN6di5uvfXW1fZdd5iLjdCzVhk98mgV23Pvriq2dPXObnv/tipnxw3X1nf5wEPdds9acs1mvZbMi/8OfLBjex27an8VW76m+5wOt89VOdsOrVSxufsf6273+MF6EJfTmvoK5ooKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQjPnNHgBbU84vVLGysjzT+yzDYac9PHSkypl7YFsV27bzhip27CndvLnrF6ucvTvr2ODBxzvt0cHD9UAnxhkRUerQ2pVRt51T1iMnt1tPPWPIQVaxwY4d3Zzrr61yHn1JPV+PfuFKFbvqT7r9X/XL765yRjN+TQJczm4b3F7F7hzdMVUe6+vsc/ze8hedNhtvdOp0FZv7609UscHep3fap66t143zT7m6ii1M9D86XK9nR8v1umfN67i+deIUa8m+dVwZlW7O3FyVM7hqfxUbPql+Ho7f3F0TLhyvF8s77z9RxUaPHeyOqWfdzeXBFRUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0Iz5zR4AW1NZWa5iOTdX5w2HsxtDT9/l2PEqtu0DD1Sx+ZPXddpHn76zyjl1064qtn2h+xgHZ85UOTkc1eM6daqOTYy/jEqV0ysn6o+lvr8qZ9rtprm/HoPFxXqzHdvr2P59nfaDX3FjlXPq+rr/699SH8r2/+q7O+2+1yTAulvrsfQycdvg9s0eQrvWce7vHN3RG7/11ltXb7/rDnOxWXrmdXjkaBVbfN/HOu2lFz2zyjnyjB1V7KqlGzrtwb0rVc7g+Il6WNOsG9dxbdfX/2Chux7LnfX6OXbXsTMH6jXhpJ3314958LGHqtjK0lI30PdYtthxeatyRQUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANGN+swfAlaMMhxt8h6MqNDxypIoNTp2qYnO7dnbai9dtr3KOPaXefc7s29Vp71l8WpWz8LFHq1guLlSx0YmT3cDScpXT9xjLqHT7npu7aE5ERA5yIqeuY07mjIN1aOLxDHbvqnJGT76uij36Wfs67UOfVT/mvX9RP1f7f/XuKlZWep4vgFnrOS5zhVjHub9tcHtv/L3lLy54O5ukbz22tNRp73jwZJVz8to9VezY07trpr0rN1U5+dFP1GM4MbGe7Vl3l56leN/arm+dWG3Xs77Mbdu67WuvrnKOPa+OnTpQ9zV/ujuGweNHq5zh4cP1wByDtwxXVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAM+Y3ewCwobKuzY2WV+q8+z7Rae6aq7db3nlNFTuzv5v3+At2VDnXndxfxQaHjlexnBzXcFSPM+bq0HDYkzfRd89mOciJQKlyBtu3VbEyqsc12LWzm3ND/VydetKuKvb4i8502gsP1vf35Nd/pIqtrCxXMQA2SM+5NUrfOYteG/38ma8NMTx+otOev+/RKmfv3nqdc+RTFjvtY8/YU+Xse2RnFZtcJ5YTJ6uUaq23GqxCg4WevMnNttVjz317O+2Va3ZXOWf21fc3rLuKq/+8uzYePfp4lVOmWPNy+XJFBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaMb8eneYmQsR8bqIeFpEbIuIV5VSfmu97wfWpIymS1tZ7rYfeKjK2btrWxU7+Gl7O+3jT8kq5xNftLeKXfcni1Vs7sCebvvBx+uBjurHU46fqPMmDXpqlMNhN2Xnjov3ExF5YH8VW7lqZ6f98OftqnKWX3y07uyx7nbP+skP1X0/8uhU4wKmkD3HgimPk/A3vGb6Tbt/bfTzZ742xsTzPHy0XsctHL22jp1c6LSPPal+HS284KYqtvNDj3Xag7me19/Sch3rk931ay7W69ToWf+dfMaBTvvopyxUOSv18jn23F+/Juc+9nB3u1OnewbKVrbuhYqI+OaIeLyU8i2ZeSAi/jQiFCoAAACAi5pFoeKOiHjD+OeMiJUZ3AcAAACwBa17oaKUcjwiIjP3xGrB4ofX+z4AAACArWkmX6aZmU+JiD+MiP9cSvmV8+S8PDPvzsy7l+PMLIYBAAAAXGZm8WWa10fEmyPi+0op/+N8eaWU10bEayMi9uaBst7jAAAAAC4/s7ii4l9ExFUR8S8z867xv+n+fAAAAABwRZvFd1T844j4x+vdLwAAALD1zeQ7KgAAAADWQqECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJoxv9kDgBaV4bDTHp06VeXk+z9Sxa5efmqnvbTnQJWzsqO+v8PP2F7Fdj/U3T13LO2rx3DkeB279upu4FidEwsLdezM0sQAdtU5c3NVaLivfkCPfE532+M3l3qcf72nij379d2xrjzyaD0GYP2U0WaPAC4se36ndrm8bi+XcW6Gy3le16isLFexub/86yq2a9dzOu0z+7ZVOceeUq/jFo/s7bTnhz3P55kz9bh6Yjm5TuxZNw4P1OvE01d3167LO+sh7Hi8XhPue+d9VWx06PDEQLf264OaKyoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBnzmz2ATZE99Zky2vhxtGjyuel5Xu4c3VHFbhvcfuF+ztPX5aKMSh07faaKDT788U77xlH9mO/7mmuq2GMvXK5ixx5a6LT33HhVlbP/Qzuq2PzxpYmkXfU4T9RjX37GDd1+Dp+qch75/AP1dnX3ceKpE4/7mvr+dr27Hnu5+8/rzuCJupyPR2sd++X8mPtstcfD+U2xDukzuTap1iXT3t8l3OcsVY9n7u+v/lBy9f8cNDHONbucx76OhsePV7FtH3ig087nPL3KOfqMuq8zE+u9q9+/rcrZ+dEjPYPoWePOd/eLpWvqxd7jn1b3f7K7lIzSs3vd8K7TVWz0+ME6trxSb8wVxRUVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANCM+c0ewHllt4Zy5/DXqpTbBrevre8yqkJ3ju5Yn74jqrH33d/lbKrn5nJ6zJPzFVGPf8rHMzp1utOe+9gnqpyb71iqYvd9/U1V7Pqvuq/T/vjgKVXOwU9brGJXv3dbp509Qx+s1LE9Hz3VaX/oW6+qcq56f6liT/7bH6tiN+w42mk/9L/srnJWHnyoHsRa9c3hpMvpNcn6amHuz75GS36yPc241jr2lh7zufrGtcZj8OR5O+IJnru3sFafq6nG1fP6aHVNuF7bXXjb8Xm4hX18WtMeC1owzXqizzTHtikf88pDj3Ta179tX5WzvPvqKnb8Wd3F3cqu+m3e/v0Hqtji0WEVO33VXLd9IKuco5/as5ic8Ixfrfue/9N7q9jw9Jl641ZfI2wYV1QAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmZClls8cQe/NA+bz80s0exrrJublOuwyHmzSSGcme+lYZbX5fLeh7PJMpE6+PiIi5pz2lit377Td02qOFel8dXrdUxQaHFjrtXR+vx3Tq+rqvxcPZaS/vqVJi8OxjVex7n/dHVey3n391N7Cec7rVXjOXi1k/75P9b9E5vbvcFRERt+St023g9d60O0d3VLHbBrd32jm/UOWUleX1G8RaXyNr3G6ax/yErPFYMDmuace01scz6+ehr/+IiFtvvTUiIu666671fd7ZHFPsh4MdO6qU41/16VXsEy+Z6GaxXuttf7Beg+54pB7C0sQa8NRNPe8Xs47t+Uj38dz0q39V5QwPHqpiZTTF+1Hnvi3p98sb7iml3NJ3mysqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZWUrZ7DHE3jxQPi+/dLOHsbXkRA2qjDZnHFvZ5HMcUT/PfTl9Xc3NVbG5m5/UaX/kW2+qcnZ89sEq9r8/6w877U/bfn+V84EzN1Sxf7Cn7mvSVz7jhXVwOKxCo6Wli/bVp3oeep6/srK8pr6nmq/N6Isrw/g1c/dodf+8ZfDFXjMXkPMLnfaa9/vLyCwf852jO6rYbYPb163/tbpcxjXtmNa63aW4u9wVERG35K3r3jeN6llzDHZsr2Irtzyn0378n56qcn7w2XdWsb1zp6vYgcHxTvsNhz6nynnzGz+3ij3tl+/rtIcPPFTlXAnHc6b3++UN95RSbum7zRUVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANAMhQoAAACgGQoVAAAAQDMUKgAAAIBmKFQAAAAAzVCoAAAAAJqhUAEAAAA0Q6ECAAAAaIZCBQAAANCM+c0ewBORc3NVrAyHmzCSSzfzsZfR+vSTPbWsvr4n89br/i/B5HO6rs/ntM9DtVn2bFam6mv04MOd9tNft1LlnPrjG6rYv3nx3+20v/lv/2GV87q3vaSKPeMr/0On/aPP/NwqJ+fq53TNz3PPc1o9N2V5zX1Vz+kaX5Nr3lfX+Jpptq+1Hgv6bMLxoTLr52GztTrOKcdVVqbc9zfZnaM7qthtg9svvmHf8W8dH/PkuG6b+/sz6ztiysfcY63b9ake85R9z/LxPJG13lofTxMaWBNuKX3HyDNnqtjCez/SaV/96mdUOf/yf/27VeytX/0TVeyffPxvd9rv+63nVDk333mkio0eerQ7zr7X+6zPT+v1+mvhPLrRz9V69/8EuaICAAAAaIZCBQAAANCMmRUqMvPzMvOuWfUPAAAAbD0z+Y6KzPxnEfEtEXFiFv0DAAAAW9Osrqj4cET8nRn1DQAAAGxRMylUlFL+a0RcHl/ZDQAAADRj0/48aWa+PCJeHhGxPXZu1jAAAACAhmzaX/0opby2lHJLKeWWhdi2WcMAAAAAGuLPkwIAAADNmNlHP0opH42IF86qfwAAAGDrcUUFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNyFLKZo8h9uaB8nn5pZs9jK7sqeGU0dq27dvuifS/XtZzDNM85r7N5ubqIQyHaxvDRpvm+Zv2Oe7Jy0FedAiD3bvr7k+f6ebsrXNGN11Xb/e+D170/qadm8l57ZvnPqOlpYmOZvgafSJ9TdP/Ru/PrWjheWhhDOdxd7krIiJuyVs3cxif1MK5iCfmMp7DO0d3VLHbBrdvwki6Jsc17ZjWut2laO4YwuZY47oxFxer2GDnzotuNzxydKr7Gy2vXLSvXtMcs9a6pm71fRgREfH75Q33lFJu6bvNFRUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZ85s9gPPKiRpKGa2pmztHd1Sx2wa3X3zDNd7f1Ns+kf4nTT5XmzCGwUL3pTRaWppquzIcrtsY1us1M/Xdzc1VsbIycZ/TjqEnr0w8NX33Nzp+vGdg3edhePBQ3fdjB6cb10X6jogYLC7WeYPstnvmearXSN/z18DrfT37730dred+MUtrnYtZa2EMm23auVnrc7XBc993nJn2PDNLg507q9jo5MmNHUTP8z659uld96xxDte6rlrzeqxPz9jvHP7a+vT9BLad3O6JPOap5vBy1ur5Y6Ot45qmjC7+++dy6lQdm+JYWkalJ5h1bBprXdtN+frIiTVo7/My63Pfer0nucL3E1dUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANEOhAgAAAGiGQgUAAADQDIUKAAAAoBkKFQAAAEAzspSy2WOIvXmgfF5+6br0defojk77tsHt69LvusueGlEZbfw46J+LtZqcw56+c5A9m/Xsh2vsq8qZX6i7Xlmu8+bmOu3R8kqVM3fVvnq7vXvr/g8d7rZPnapyRktLVWxLaWEfb2EMfVod1wa4u9wVERG35K3r2u/k/luGwyk3vALn4gp8zJNro4jp1kdr3W5as+5/rTZ6LTm5/0bU+/DZMd16660REXHXXXc18VzxBE1zPJp2LTnxmul7Xa11Ldl3TpnqPDPtGnutx+D1PJ5P9vVEzgvT9DXNczPrc9N6jmGNj/n3R//PPaWUW/q6dEUFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADRDoQIAAABohkIFAAAA0AyFCgAAAKAZChUAAABAMxQqAAAAgGYoVAAAAADNUKgAAAAAmqFQAQAAADQjSymbPYbIzGMR8cHNHgfr6pqIeGyzB8G6M69bk3ndeszp1mRetybzujWZ163HnK6/p5ZSru27YX6jR3IeHyyl3LLZg2D9ZObd5nTrMa9bk3ndeszp1mRetybzujWZ163HnG4sH/0AAAAAmqFQAQAAADSjlULFazd7AKw7c7o1mdetybxuPeZ0azKvW5N53ZrM69ZjTjdQE1+mCQAAABDRzhUVAAAAALMtVGTmzsx8e2Y+t+e2azLzzZn51sz8tczcOY5/V2benZnvzMyvuVAum8O8bj3mdGsyr1vTWuZ1fNsgM9+Umd8zsc1zM/NIZm7fiPFTu8ic3pyZv5+Zd2XmWzLzOeP454zn+W2Z+YbM3J6ZC5n5n8fxd2Xm1238o+GsC83rOTlflJn3jX++YTzPZ/8dzszvycwDmfnfx3P9m5l53cY9CiZNOa/fn5n/5pz2D2TmX5wzt88xr23IzK/NzHdn5jsy87t6bn/9OfP20XH7pefE3pKZw8z81HO2+cnJcy2XbmaFisy8JSL+KCKecZ6UH4mIXymlvDgi3hMR352ZN0TE/x4RXxgRXxERP56Z2/pyZzVuLsy8bj3mdGsyr1vTWub1nNteFRFXTfS3NyL+XUScWf/RMo0p5vT/ExE/W0q5NSL+dazulxkRPxcR31ZKeVFE/G5EPDUivjkiHh/P/0sj4mdnPHzOY4p5jcx8SkS8IiIWIiJKKQ+VUm4dz/UPRcSfxOo8/4uIeNt4rn8mVl8HbIKLzWtm7sjM/xIR/2jips+OiG89O7+llA+Ged10mbkQET8ZEV8eEV8UES/PzOvPzSmlfON4n/z6iDgcET9QSvndc/bV346If1tKeX9mXpuZb4oIReJ1MMsrKrbF6oR+4Dy3nz2xRkS8KSK+LCI+NyLeXko5U0o5EhH3RsTfOk8um8O8bj3mdGsyr1vTWuY1MvMbImJ0zm0xfrP72lhdLJ+c0Xi5uIvN6Q9GxO+Mf56PiNMR8eyIeDwifiAz3xIRB8ZvfO6IiH85zs2IWJnVoLmoC87r+Aqm10TE9/bclrH6xvUfllKGEfG8WN2fIyLeHqv7OZvjYvvr9oj4xYj4sYn4Z0fED42vnvihccy8br5PjYh7SymHSilLEfG2iHjJeXL/VUT8TCnlwbOBzHxyRHzL+LaIiN0R8aMR8Z9nNuIryMwKFaWUt5dS7rtAyt6IODL++VhE7JuInS9+NsYmMK9bjzndmszr1rSWec3MF0TEN8Xq1RbnemVE/E4p5b3rP1KmdbE5LaU8VkpZHn/k49WxuiC+JiK+IFavmPiyiPjSzPySUsrxUsqxzNwTEW+IiB/egIdAjyn21Z+NiFeXUh7oue1rI+IvxsWniIg/jU/+hvbrIsLH7zbJFPvroVLKm3tuen1EfE9EfElEvChXP1r5p2FeN9v51j0d44/lfGlE/MLETa+IiJ8spZyJiCil/HUp5X/OZqhXnnUtVGTmq875vM7cRdKPRsSe8c97YvVSmnNj54ufjbFBzOvWY063JvO6Na3DvH5rRDwpIv4gIl4WEa/IzJfG6scEviMz74qIGyKib3HNDFzinEZmfnFE/EZEfMv4zevjsfpbwPeXUpZj9UqZW8a5T4mIP4yI/1xK+ZWZPQgq085rZt4UES+OiFeO978Dmfn6c1K+Obp/BvHHI+JpmflHEfG0iLhQAYR1dqn7a8/2GRE/NS46LsXqFVKfGeZ105yd04j4rVgtVpx1vjXON8TqxyqH5/QxiIividUiFDMwv56dlVIupXL/9oj4qlitTH1lRLw1It4VET82vhxuW6xejvO+8+SyQczr1mNOtybzujU90Xktpfzbszdm5o9GxEOllN+NiGeeE/9orH5Glw1wKXM6LlL8+4h4aSnlY+PwRyJid2Y+s5Ryb6y+6f358Wer3xwR31dK+R/rPW4ubNp5LaV8IiKec7admQ+VUr7xnJRbIuKPz2m/JCJ+rpTyx5n5d2N1P2eDXOIxuM/eiHjf+MsWT8TqVRWvC/O6ac7O6fg7Kv4yMw9ExPFYnZNX92zyZbH6PU/nekFEfKCUcmqWY72SbeifJx1/u+0bx81XRcQ3ZubbI+LzY/WLoh6KiJ+O1UXwH0TE/1FKOd2Xu5Hj5sLM69ZjTrcm87o1XWxeN29krNXEnP5URCxGxC+Of6P7n8a/lf2OiPiVzHx3RNxXSvmdWP2+kasi4l+e8xvgHZvxGKhNzOv5cq6NiKOllHJO+IMR8erM/OOI+Mao3zCxiS42r+PvfPoXsXql01tj9WM9/z3M66YbX5H2ioj4vYh4R0S8rpTyQGY+LzP/wzmpz4nVAnFcJMY6yu5xEAAAAGDzbOgVFQAAAAAXolABAAAANGNmhYrM/NrMfHdmviMzv6vn9meO/5bwWzPzP46/OTUy85WZ+a7M/OPM/NwL5bLxzOvWkpmDzHzNeD7vysxnTtz+XZl5d2a+M1f/lFZk5jWZ+ebxvP1aZu48Xy6bw7xuPeZ0azKvW5N53ZrM69ZjThtXSln3fxGxEBH3xuoXOi1GxLsj4vqJnN+KiFvHP78mIr4+Ij4rVr/ALSPi5oh49/lyZzFu/8zrlfYvIv5ORPzC+OcXRsRvnnPbDRHx57H61x/2nfPzT0fEy8Y5/zwifuB8uZv9+K7Uf+Z16/0zp1vzn3ndmv/M69b8Z1633j9z2va/Wf0G+1Nj9e97Hyqr30z9tlj9cy/n+uyIeMv45zfF6p99eVFEvLms+nhEzOfqtx/35bLxzOvW86KI+N2IiFLKO2P1T6Kd9bkR8fZSypmy+o3V90bE3zp3m/jkvJ0vl81hXrcec7o1mdetybxuTeZ16zGnDZtVoWJvRBw5p30sVqtL58pSSpm4/Xzb9eWy8czr1jM5N8PMnD/PbX3zebE5ZnOY163HnG5N5nVrMq9bk3ndesxpw9a1UJGZr8rMu2L1kv6959y0JyIOT6SPem4/Ov55Mt6XywYxr1va5NwMSikr57mtbz4vNsdsDvO69ZjTrcm8bk3mdWsyr1uPOW3YuhYqSik/XEq5NSKuj4hnZuaBzFyM1Y8HvGMi/T2Zeev456+MiLdGxNsj4ivGX2xyc6y+WB47Ty4bxLxuaW+PiK+KiMjMF8bqZ+rOeldEvDgzt2fmvlj96M/7zt0mPjlv58tlc5jXrcecbk3mdWsyr1uTed16zGnD8pNX3q9zx5lfGxE/EqvFkNeVUv6vzHxeRHxfKeV7M/PZEfFzsfqljO+PiO8qpQwz80djddIHEfEDpZS3nS93JgPngszr1pKrf2nlP8Tq5+gyIr4tVg++95ZSfitX/7LLy2N13v51KeW/Zub1EfGLsVotfiwivqmUcqIvd+MfERHmdSsyp1uTed2azOvWZF63HnPatpkVKgAAAAAu1ay+TBMAAADgkilUAAAAAM1QqAAAAACaMbNCRWZ+bWa+OzPfMf5ykcnbPzMzH8jMu8b//v44/srMfFdm/nFmfu449szMfFtmvjUz/+P4i0/YBFPM62eM5+muzPy98RfORGb+o/F278rMvzeO/fNz5v9PM/OhjX48V7rxX2J5zXg+78rMZ07c/l2ZeXdmvjMzv2Ycuzkzf3+c/5bMfE5m3nDOXN6VmYcz83s251Exxbz+QGb+z/G/V45jBzLzv4+Ptb+ZmdeN4xfc59kYF5vTc3LedHbfy1Xnnmd/fBz/nPFx+m2Z+YbM3L7Rj4dVa9xXd4330T8aH4ufNI5/2TnH61dtxuNh1XqdW8/J35mZb8/M5270Y6FrinVw73uW9P6mWea0YaWUdf8XEQsRcW9EXBWrf9Hh3RFx/UTOd0bED07EPisi/iBWv3X15oh49zj+WxFx6/jn10TE189i3P6ty7y+JSI+Y/zzd0fET0TENbH6J3oWYvUbcu+L8Re5nrPdb0fEl2/2Y7zS/kXE34mIXxj//MKI+M1zbrshVv9M07aI2HfOz78YEf/LOOcrIuKNE31+/ng/ntvsx3el/rvIvD49Iu6OiLnxsfbtsfpt16+OiH8xzvmyiPi/p9nn/dv8OT0n519HxDsj4nvG7WdGxH+byMmI+NOIeOa4/Z0R8ZzNfnxX6r817qvfHxE/Ms55WUT8+/HP74mI541z3xYRn7bZj+9K/bee59aIuGX8OngoIp672Y/tSv43zTkxet6zhPc3zf4zp23/m1WV51Nj9c+6HCqlLMXqCfMlEzmfHRFfPf6NwM9n5p6IeFFEvLms+nhEzGfmtePct4y3e1OsLqLZeNPM6zeWUv50/PN8RJwupTwWq8WL5Vg9QZ8u4z04IiIz/05EHCqlvHnmj4BJL4qI342IKKW8M1YXRGd9bkS8vZRyppRyJFYP5H8rIn4wIn5nnDMfEafPbpCZGRE/ExH/sPhTs5vpQvN6X0S8tJQyHO+HC7E6h8+L1eNrxOobohfFdPs8G+NCcxqZ+Q0RMTqbM/bZEfGkzPzD8dUyz4mIZ0fE4xHxA5n5log4UEr54EY8AHpd8r5aSvmpiPixcc7NEXF4/PN7IuLAOG97RDgGb571PLdui9U3Rh/YgHFzYdO+v5l8z+L9TbvMacNmVajYGxFHzmkfi9Wq8bneFRH/tJTykoj4SES88gLb5TlvbPv6YmNcdF5LKQ9GRGTmF0TE90XET47jK5n5fbH6275fnuj3hyLiX81ozFzY5JwOM3P+PLcdi4h9pZTHSinL4zc9r47u3H1tRPyFNz6b7rzzWkpZLqU8Nv5YwKsj4j2llL+K1d+yf904/+siYmdPP46/m+e8c5qZL4iIb4qIH5nY5sGI+PFSyhfH6tUWvxyrV7h9QUT8bKwuoL40M79kxmPn/Nayr0YpZZiZfxAR/6+I+PXxtn8eq1cnvj9Wixze2G6edTu3llLeXkq5byMGzUVNc07se8/i/U27zGnD1rVQkZmvysy7YvWyl73n3LQnPlnxP+vXSyn3nP05Ij4zIo6Ocye3G12kL2boEuc1cvX7Rl4TEV9dSnn0bLyU8rMRcWNEvCQzv3ic+7yIOFxKuXdmD4ALmdznBqWUlfPc9jfzPZ6/34iIb5koSnxzRLx2VoNlahea1xh/J8F/Ged87zj84xHxtMz8o4h4Wqy+0Tnva4ANd6E5/daIeFKsXob6soh4RWa+NFYvF//NiIhSytsi4qaIOBirvz16//gqt9+Niasz2FBr2VcjIqKU8iUR8eKI+K+ZuT9Wi/7PL6U8IyI+FKu/oWdzrPe5lU10ievgvvcs3t80xpxeHta1UFFK+eFSyq0RcX1EPDNXv5xtMVYvoXnHRPrvnf3ikYj40oi4J1YvN/6K8ZcQ3RyrB/bHIuI9mXnrOPcrI+Kt6zluLuxS5jUzvzlWr6S4tZTykXHsOZn5xvHHApYj4kx8ckf+svjk5eZsvLdHxFdFRGTmC2P1N3JnvSsiXpyZ2zNzX6xeHve+8ULq38fqJcl3T/R3S0T88eyHzUWcd17H++FvRsR7Synffc5HdF4SET83vsrt3nEf74+IZ13kWM7GOO+cllL+WSnl88bH6V+IiJ8opfxurF6p+P3jbT49VotPH46I3fnJL/d7cUT8xcY8BHpc8r6amT+Umd8yTjseqx/xODX++fg4/mCsfuaazbHe51Y20SW+v+l7z+L9TWPM6eVh/uIpl2586dorIuL3YrUY8rpSygPj355/XynleyPiH0bEz2Tmcqx+QdDLSylHM/OtsfoCGUTEPxp3+YMR8XPjF9D7I+INsxg3F3axeY3VS1B/OiI+HhFvXF1jxVtKKa/MzPfG6ryWiHhTKeXs57eeExF3bvBD4ZN+PSJuy8w/jtUvBPq28RzfW0r5rcz86Vg9yA4i4v8opZzOzJ+K1S8c+sXxHH+wlPLd48/mHT33+0fYNOed11j9Yr4viohtmfmV4/wfiogPRsQvjef0gYj4jvPt8xv7UBi74L56nm3+TUT8cmZ+dUSsRMTLSilLmfkdEfEr4zfCf1xK+Z3zbM/srWVffV2sHn+/Y5zzbaWUM5n5gxHx5sw8Hau/xXvZhj4SzrVu59bNGT59pnx/U71nGX9Uy/ubBpnTtqX3FAAAAEAr/G1XAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAA3JzJdl5scz8xWZ+aOZ+T0Tt78zM582EbsrM9+Vmc/LzI9m5h+NY2/NzPdk5i3n5D13YttbM/P1E7F/Mx7HqzLzocx86QXG+9HM3D7++YbMfG9mfvNEzi9k5p9l5pecM9a7xuP887N/fnOc99KJbZ+Wme+ciH3P+Ln5vvH9d56jnufmuRe4fSkz3zy+n6Pj/LvGz/PvZ+ZV47yHerY97/xk5m9n5unMfME49s7J7QGAfgoVANCeXyml/MQlbvOtpZS/HP/85aWUW0spL46Ifx4RP7qWQZRSfjgifnea3Mx8UkS8OSJeWUr55Z6Uf1ZK+YNzxnprKeUlEfENEfH/XeP4fjYifmEt257jYCnly8c//+V4XLeWUl4YEe+OiO9Y49i+JiIeioh7I+Ibn+AYAeCKolABAFvbUyPi0Izv4+aI+P2IeEUp5TcucduNGN8ly8yMiKdEg2MDgK1ufrMHAABc0Csy89zfyD9vim3ePP44xk2xekXEP1nD/ZZLyH1DRJyMiOumzP+lzFyJ1QLHOyLi2y5xbBGXNr5pPS8z74qIAxGxIyL+S0T84hr6mcXYAOCKoVABAG37iVLKa842pvyugy8vpZzOzH8dEZ8SEY9cIPdURGybiO0ex6f17RHxcES8PTP/pJTygYvkf2sp5QOZ+d0R8U0R8fEZj29af1lKuTUzd0TEf4uIh0spK42MDQCuGD76AQBb1w/H6lUV33uBnPdHxGdm5o0REeMrMV4SEX9yCffzvlLKfRHxioi4Y/xG/6JKKf8pVosUP3aBtEciYk9mPm88vrmIuC1Wvz9iJkoppyLiH0TEj2Tmp18g9U8i4usyc348tmdExLZSyoUKQwDARbiiAgC2qFLKKDO/MyL+KDN/fRx+Q2aeHv98Vynln2TmKyLidzLzZEQsRsTPlFLuPbevzPyMiHhZKeX7L3B/bxj/1Y7/ENN/nOMfR8SfZebZL+D86cw8Ov75g6WUf5CZL4uI12XmKCIWIuI3Syl/ODG+GyLip0opfV9cWT3miw2qlPJwZv6TiPhPmfkFEXF1Zt59Tsq/K6X8ama+KCLuGY85I+Jbp3vYAMD5KFQAQKNKKT/aE3vhRbZ52kT7QxFx47h563m2eWNEvPEiw/lQRJyY4v6+8yLju3WifTAinjxuvuw827wtIi74uCPisYh44GL3d4FxfXTyPkop/yVWv6ciYrVA0rfdKyPildPcBwAwHR/9AID2fNP4KodL8UtnPx6xXjLzVRHx0nFzPiL+7RPo7v/MzC954qP6pMz8vvhkcSNjbX/m9EBmvnndBnV2MJm/HRE3RMQzI+L1690/AGxlWYovpgYAAADa4IoKAAAAoBkKFQAAAEAzFCoAAACAZihUAAAAAM1QqAAAAACaoVABAAAANOP/D2/jL0+EZv3QAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "# Play around if you get to it!\n", "\n", "Q1 = np.array([-1.0,0.0,-0.5])\n", "Q2 = np.array([-1.0,0.0, 0.5])\n", "Q3 = np.array([-1.5,0.0, 0.0])\n", "Q4 = np.array([-0.5,0.0, 0.0])\n", "\n", "Energies = np.linspace(0.5,7,41)\n", "\n", "width = 0.05\n", "minPixel = 0.02\n", "\n", "ax_QECut,data,bins = ds.plotCutQELine(QPoints=[Q1,Q2,Q3,Q4],EnergyBins=Energies,width=width,minPixel=minPixel,constantBins = True,plotSeperator =True)\n", "ax_QECut.set_clim(0,0.20)\n", "ax_QECut.get_figure().set_size_inches(16,12)" ] }, { "cell_type": "markdown", "id": "67d7d8ba", "metadata": {}, "source": [ "## Overplotting fit and data\n", "The way this plot works is to plot the intensity as function of energy and distance in 1/Å from the start position. This is due to the possibility of plotting multiple cuts in the same plot. This also results in it being a little difficult to plot the theory directly on top. However, this can be achieved as shown below." ] }, { "cell_type": "code", "execution_count": 19, "id": "8d7e2917", "metadata": { "execution": { "iopub.execute_input": "2023-07-25T11:38:16.096641Z", "iopub.status.busy": "2023-07-25T11:38:16.096641Z", "iopub.status.idle": "2023-07-25T11:38:16.261439Z", "shell.execute_reply": "2023-07-25T11:38:16.261300Z" } }, "outputs": [ { "data": { "image/png": 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f64nS9ehd6MK/P/dr3DZ2DFqRAV+95i0wjMX/zExj+u+xuXtMt0/qH9btUyd9T9VAUHdMQtnwO0bJN5XXsak8jKLo9mnq9N78kuTYa4EUkc4/9pQea4qvwfzdIUoPif5evFm+R7fvGfXh2YiTVBxRcRFdlnz8y8I3IQoJb+t+ESvc50RHIiKiy3AGffjmCw/AoKn49fLr8ezClaIjZaSdZUvwkdvuh9doxu1Nh/C1F/8PijqFYjsRERHRFLBQcQkHc6rwf6XXQAbw2XOPwhnVj54gIqIUoWn40q7fo9QzjGPF5fjhujtEJ8poR+YsxMdu/QA8RjNuaz6Ef9rHYgURERHNDBYqLuO3pdfhuL0MRWE3PtnzBBuHERGlqDee2YUb2o7BY7Tgi9e/AxFZP+yaZtbRkgX46G0fhMdowU0dR/AVFiuIiIhoBrBQcRmqJOPfFrwBHsWMzd6zeM3oYdGRiIhokurhLnxy358BAN+45h505RQITpQ9jhdX4CO33Q+PwYIbO47gK3sfZLGCiIiIrgoLFVPQZ87Fd8vvAgB8oP95VAT7BSciIqIJlnAQ33jpAZjVCP5UvQHPVK0SHSnrnCiuwCev+QDcRgtu7DyKLx74PSQ25yMiIqJpYqFiil7Kr8eTOcth1iL4fPdjMKnhy59ERERJ98n9j2HhaC+aXSX4z/WvFx0na53KL8ent34APoMZt7UdxKdO/YnTJYmIiGhaWKi4Aj8uvhHtxnxUhgbwnoEXRcchIsp667tO4w1ndyMkK/jHa9+OoEG/XCnNnpP55fjs5vcgKBtwV+de/N2Zx1msICIioivGQsUVCMom/FvpXYhCwmtHDmCJv0N0JCKirGWNBPGlXbF1wn+24lY05s0VnIgA4HBRFb6w6V0ISwruaXsF72l6RnQkIiIiSjMsVFyhJsscPJy/ATKAT/U8AaMWER2JiCgr3d/0BEq9wzhVMB8P1G8THYdeZc+cWnx9+VsQlWS889zzePO57aIjERERURphoWIaHszfgjZTPsrCQ3jr2F7RcYiIss7K4Sa8rnMPwrKCr29+M6JcijTl7Cheim/V3wMVEj7Y+CTu6OD1koiIiKaGhYppCMsGfKfkDqgA7nEfQFWoT3QkIqKsYYkE8ZlTfwAA/GLZTWjKKxWciC7m2dJV+F7tawEAnz71KLaMNghOREREROmAhYpparDOw59z10KBhk8NPwtF45rxRESz4f3NT2FuYBiNjlL8atmNouPQZfy5bBN+ufAmKNDwDx1/xnJPi+hIRERElOJYqLgKvy68Bt1KDqrCA7jHfUB0HCKijLd0pAVv6NiFiCTj35e8iVM+0sRvFt6IP5ZtgkmL4ittj6Da3yM6EhEREaUwFiquQlA24bt5sXfz3jq2F2XhIcGJiIgyl6JG8cnTfwIA/K78OjQ6ucpH2pAk/Pfiu7DdVQe7GsI3Wn6HuUFeM4mIiCgxFiqu0hFLGZ6w18MIFR8eeZHrxRMRJcndHbuw0NuLLkseHqi8XnQcukKaJOPb8+7CAccC5EZ9+EbL75Ab8YiORURERCnIIDoAAGiRCCK9kxpSSpevochGfXzJZIo/xmrRn2i36/dZ4s9TzUZ9TqtJtw8WI36Rcyu2nG7GqmA7tiqd2FFQE59pdEx3murx6rNHpPhjwgmWPk30fdFU/T4imhnT/f3K1t/LSV+3pOinZsgOh25ftK4ybnt0gS1uu9A3inc+/iwA4N+3vgGDZbHXceuAvj+Q/eykd+oHhvWfL8HrciQ6hV5DiX6uV/C6rI0vaR0dHb3857oSkzNMMacx0c9n0nVTi+ivRfa6Kt2+YKE1bls1Srpjuq4pwcfD9+Onf/kh6vvb8eXBR/HxrR+C32COO84yGI7bNnfpv19ap376iDbpZ6iFQpc9BgCvrdliCveWscMmP3enOMVsKveuVv39ZaI3uRK9dgIAfPL441iBBMdo4fjfHST4/U30O6CpU3gNIaK0cbN8T9z2M+rDgpJMH0dUzAC3wYZfzdkGALi/+xlYVP2NERERTd/HDv4FjnAQL5bV45WyOtFx6Cr4jWZ84rb3oz2nAPX97fjnXf8LRWVDaiIiIrqAhYoZ8mT+KpyxlqIo7MabB3eJjkNElDFW9zTi1tZDCCgG/NeG14mOQzNgyObER++4H8MWOzb3NOBzB/7AqZNERER0HgsVM0SVZPxw7q0AgDcM78W80KDgRERE6U9Ro/jsvj8CAH65/CZ0OQsEJ6KZ0u4qwiduez8CihF3tezF+04+LToSERERpQgWKmZQg30+nspbEWus2fcs3x0iIrpKb254CQvGetHuLMQDS7eJjkMz7HhJBf5x4zsQhYT3nXwGd57bIzoSERERpQAWKmbYL0pvgFs2Y42vBZs9Z0THISJKW4W+UbzvWOxd9v9cezdChgRN6Cjt7Zxbh2+vfgMA4HMH/oD1PacFJyIiIiLRWKiYYaMGO35TeC0A4P7+52FUE6zcQUREl3X/0Sdhi4Swff5S7J5bKzoOJdGfqzbhfxdfD4Om4pu7foOFnm7RkYiIiEggFiqS4G+ulWg2FaEkMobXjhwQHYeIKO1UD3fhzqZ9iEgyfrDqTtFxaBb8eNnteLZsJeyRIP71yK9QGJzhJVyJiIgobbBQkQSqJOPnRdsAAG8e2gWnGhAbiIgozXzk0OOQoeEPi7agPadIdByaBZok4xvr7sPhwgUoCo7hX478GrYIr59ERETZiIWKJDloX4iDtko41CDe4uWoCiKiqVo7fBabuk/DbbTgF0tvEh2HZlFIMeLzm9+NdmsBqj3d+KfjD0JWo6JjERER0SxjoSKJ/qfoeqgA7vQdR2mEQ1iJiC5H1lR8oPUpAMCvlt6EUYtDcCKabWNmO76w4j0YMdqxfugsPn7mMa6iRURElGVYqEiic+ZiPJezFEaoeJeHS64REV3OzX2HsNDXi257Hh5evFV0HBKky1aALy9/B0KyAa/t2os3DO0VHYmIiIhmEQsVSfabgmsQhILrgk1YHO4VHYeIKGVZoiG8p+05AMAPV96BkMLlSLPZCVcFvrXkHgDA+/pfwGY3ly0lIiLKFixUJNmAMQeP2pYDAN7v3snhq0REF/GmrldQEHbjlGM+nqlYJToOpYDtJcvxs4W3Qgbw2a6/YJGfy5YSERFlAxYqZsHD9lUYlSxYGu7BpmCL6DhERCnHFfbins4dAICfVt4KSJLgRJQq/q/iOjzlWg6LFsFXOh5BcZg9n4iIiDIdCxWzwCeb8aBjLQDgXZ49kDVVcCIiotRyb+fLsKkh7M5bhOM5laLjUCqRJHx/zq04ZKtAftSLr3Y8AluUy5YSERFlMoPoABc1hT/m1VBIv3PyPq9Pd4g0rH83RraY47ftNn2kwlz9PrN+DnXUMemxnBY8rm7D3SeOoSI0jK32frzkqtZnd3vicwaCukPUBF+PlmjltnQuhkiT6mfp/LVQ+pv8fLwYPk8BALLVGretrlqsO2agNv6YAt8YXvvwrwEA/3bfnWiba0flnxO8Trf26PZFhob1+2b7Z5EKP/upZEhwjBbR74u6w5d/rAPHdbtMihK3Pfm5AAC2wgLdPu/SEt0+T5kpbrtzWyk+4L8f//c/30NNfy8+qT6BL9z+XkTl+M9p9MZ/PfZDHfrsCa6t0dEx3b6E19apSIXnQypK9Fqa6Hs11dfcSWRj/C2tGo7ojlES3Nth0vMWACTbpOeunCCT2aTfN/mxEmTQcvQZpJD+uItqjd1jSvNLgWiC758hPoOUaMqxz6/PNeqO2054vxlJ8Now1Z8rEV25q3jdlCa9Ht0s36M75hn14WlHmw0cUTFLIrKCB0uvBQC8vetFjqogIhr33iPPwhKJ4Km6ZTg5d77oOJSi3FYrPvT292PQ7sA1Tafx9wceZd8nIiKiDMVCxSx6tmAFukx5KAsO4gb3SdFxiIiEK/EM4+6G3VAlCd+//jbRcSjFdeQV4MNvfS8CBgPubtqNt5x+UXQkIiIiSgIWKmZRVFLw27nXAQDeOrQTyrTHlRIRZYb3HX4WJjWKvy5dibMlpaLjUBo4UlaJf3jDWwEAHz38V1zboZ+GQkREROmNhYpZ9nz+MrSbC1AaHsFNY7y5IqLsNX9sAK89sxdRScJ/X3+r6DiURp5cuhI/Wn47ZGj42q7fonaoXXQkIiIimkEsVMwyVZLxwPioircM7YJRvYIGSkREGeQDh56GQVPx1+q1aCksFh2H0sxvltyAvyxYD0s0jG+/9AvM8Q6JjkREREQzhIUKAV7MW4oWUyFKImO4ZeyY6DhERLNuwXAPbm88iLCs4GerbhEdh9KRJOHf1r0R+0pqUBBw49sv/Rz2sH41AyIiIko/LFQIoEkSHsjfAgB489AumNQpLAVHRJRB3n/4GcjQ8OdF69HtzBcdh9JUVFbwxS3vRHNOCapGe/H1/Q9AUdn/iYiIKN2xUCHITsciNJmLURj14Laxo6LjEBHNmrLRftx07gjCsoJfrrhRdBxKcx6TFX9/7fswZHZg3cBZ/P2xP3LZUiIiojTHQoUgmiThwfzNAIA3Du+FgSuAEFGWePfR56FoGv5avQa9jjzRcSgD9Djy8dlr34uAbMSdbfvwtsbtoiMRERHRVWChQqBd9hq0mQpQHHFjm/uk6DhERElXFBzBa87uR1SS8CuOpqAZdLKgHP+8+i1QIeGDDU/ghs7DoiMRERHRNLFQIZAmSXgobyMA4L6h3ZA1VXAiIqLkurdzBwyaimcWrERHTqHoOJRhXi5dih/WvQYA8MXDD2FpsFNwIiIiIpoOFioEe9FZix6DC/PDw9gcbBYdh4goafJCbtzeux8A2JuCkub3C6/BIwu2wKRG8U8Dj6MszGVLiYiI0g0LFYJFJQWP5K0HALzZc5ANwIgoY72x6xWY1Qi2l9ejKb9UdBzKVJKE/66/Cy+X1MOpBfH1gceQF/WKTkVERERXgIWKFPB0zjIMKXZURQawNtQmOg4R0Yxzhn24q3svAOAXK28SnIYynSrJ+Prqt6DBWII50TF8deAvMHMpcCIiorTBQkUKCMsG/DFvHQDgPs9BwWmIiGbe67t3waaGcCC3CieLykXHoSwQNJjw1cK70K3kYFG4D18cegIKV9iidKNpkDUVZjUER9SPYi0K16t6mlnUECSOxiWidKFpQFcX0N9/2UMNsxBHrAQNKrWIfl/UE/9OixQI6o6RE+1zOvT77Na4bdVi0mewmeO2/2pej/uGdmNpuBtLDcM4bi2DJOvrSHJUf5OlJsiluxdLp0ad6ZSVMh+fjwAASVF0+2SrVbcvuLE2bnukxgRbKIDX7d8NAPjRdbdC0b9kYeEPzsZtR/oHdceo/FmkNG3S9Snq8egPSrDP0tGl22evqojbLnhR/6QZ2ThPty9qkuK2z7y2Dh8e+Tv88s/fx/pACz7g2IfvL3wtIMUfZxgN6B5LGhqL29Z8Pt0xiCa4nxhz649Lpqn8XkgJ3pdKdN7k46ZyDABJlvTHTeU8RX9/pPucCV57JJP+PMlhj9uWLWbdMUhwv6QW5uofKxh/T6jaEzxWouLApH1SIEF2fyju+MKIG+WhQZSFBjEnPIK8iBf5US/yIl7kRT2wqiHdu4q/kO142OcHTCa8a+AlXOtuwD77Quy1V+FgXjX8yoW8GhL8bHKdl92nTHr+A4A2Mqrbp/r9+uNYD5y6qf5uEo1LdD+m5Obq9j3R/+NZSHMZfj/whz8Ahw8DjY1AU1PsP78f+PrXgS9/+ZKnZ36hIk34FTP+nLsabx/aifuGduP4vDLRkYiIZsTdp/bAFfTj0JwFODC3CqZZ/juOsltbbjE+edv78OPHf4TXnd4Lj8+GXy64WXQsykKF4THUe9pQ5+/E4kAXykODsKmhy54XhYSwpCAsKfCrYfheVWhbGOxDftSLW8eO4daxYwj3yDhqr8B2Vz2ey1sGNdEfwkREydTRAfzwh8BPfwoM6t94QmEhoF6+IMdCRQp5LHcN3ji8D2t957Aw2ItmJKh4ExGlEUWN4m1HXgIA/HrV9ePvZHOYMs2uYyWV+PxN78R/PvVLvK19OwbNTjw2d6PoWJThciI+rPU0Y62nCUt97SiO6EcpjMpWtJkL0G4qQJcxD4MGJ4YMdgwrdgwbHPDJplixIRgbDbKn52EAwIbx8/9h3ptRGRrAem8T1nubUBvowhrPOazxnMPrBvfhh3NvxUk73/wiollw5AjwrW8BjzwCRCKxfWvXAq9/PVBTA1RXA1VVgMs1pYdjoSKFuBUrnnItx+tHDuDu4f34T+f1oiMREV2Vm5qOotQzjJbcIrxUWSc6DmWxlyvq8c1r78FXXnwIH218HEMmJ3YU1ouORRmm0t+LTSOnsX7sLGq9nXHTNjyyGacsc3HSOh8N1rk4ZyrGqMF2dZ9QktBiLkKLuQi/z98IpyGMjWNn8Pa+l1Ed6MV/Nf8Gz+Yuwy/mXI8hI98AI6IkUFXgv/4L+MIXYgUKRQHuvRf4xCeATZt00y2nioWKFPOn3DW4a+QgtrlP4Ve2dRhU9D0wiIjSgqbhnUdeAAA8sOI6aByCTIL9uXYDyloH8d6WZ/HFU7/H55e9G0dzF4iORWmuJDiM64eO4/qhY6gMXGgQF5IUHLOVY6+jCoftlWgzFyXsazKTxgw2PJ2/Ei/m1uPe/p24p38Xbho5hk1jp/GT0pvxdP7KpH5+Isoyvb3Au94FPPVUbPtDHwK++EWg7OpHcrFQkWJ6jbnY6ViEazyncZf3KH6Vs1l0JCKiaVkxfA51/R0Yttjx+OK1ouMQAQAeLNuGgqAbr+veg38+8b/4zPL34RwKRMeiNGONBrFt6DhuGTyMOm/H+f1jihWv5NZij2sRDpvKEJDjG39O733FKxeUjfjfkuvwTN5yfLDrGWxyn8WnO/+KkvAo/nfOtmm/w0lEdN7TTwPveAfQ1wcUFAC//CVw110z9vAsVKSgP+auwzWe07jDewK/c6zVXeSIiNLBva2x3hQPLd2CoIGvY5QiJAk/qL4TOREfru8/hn89/it8ZuG70GEpFJ2M0sBCXzfu7N+P6wePnW+E6ZeN2JVbixfy6nHQWYWIHOvKLwUiIqMCAHpMefha5b24begQPtb5BN7WtwPF4TH8v7I7EZX0qwcQEU3Jt78NfPazsY+3bQMeeACYp1+N62qwUJGCGqxzccIyD/WBTtziO4XHHCtERyIiuiJl3j5sHmhAQDHg90u3iI5DFEeVZPzb4jfBFgliw/AZ/Gvzb/Hp6nej3zS1Bl+UXWQtimuGT+Hu3l1Y4u08v/+Yoxx/K1yDV3JrEVRMiZcsTRFP5q/CkMGBL7Y9ipuHjyI/7ME3Kt8Ut5QpEdGUfOc7sSKFJMWWGf3CFxIuJX21kjZhWJKkL0iStEuSpAOSJL0vWZ8nUz2aGxsm/XrvEchcT5mI0sy9rTsAAI8vXothGxu4UeqJyAZ8ve4tOJ5TgaLwGP61+QG4wl7RsSiFWKNBvH5oL3557Hv4YvMjWOLthEcx49HiDbi/7sP4zOL34PmC5bEiRRrYm1ODzy18O0YMNqzxNOM/Gn/N5zwRXZn//m/g05+OffyznwH/+I9JKVIASSpUSJK0DcBmAFsAXAeA6yJdoV2OGnQrOSiNjmFj4JzoOEREU5Yb8uCW7oMAgAdWbBMbhugSgooJX1r6DjRZSjA/OIRvNv8WjohfdCwSzBXx4d192/Gbxh/gg73PYU5oFB3mfHy34k68dfnf48flt6PVWiw65rScsc3Fp6rfg05TPqoDvfhqy0MwqWHRsYgoHfzkJ8DHPhb7+Ec/At6X3LEIyRpRcSuAYwAeBfAXAI8n6fNkLFWS8Sd7bMrHGzyHBKchIpq617fvgkmN4JXCJWjNS8+becoeXoMVX1r4VnSM/+H2jXMPwhYNio5FAuSGPfhA59P4VeMPcd/gLjjUII5Zy/CV6jfj/Us/ir8VrU2b0ROX0m3Ox2eq34VeowtLfJ34TNufIaXwtBUiSgG/+EVsRQ8A+N73LnycRMkqVBQCWAvgHgAfAvBbSYpvLyxJ0v2SJO2XJGl/GLwhSORp2xK4JTPqwz2oDfWIjkNEdFmmaBiva98NAPh95TWC0xBNzYjRgS9UvR09plzU+rrwz80PwjLeKJEyX37YjQ92PoXfnPwe3tS/GxYtjD2Oanyq8p34XOXbsTu3NuOWVx42OvBPC94Mr2zCtaOn8M6e7aIjEVGq+utfgfe/P/bxf/7nhVEVSZasV91BAE9pmhbSNO00gACAolcfoGnaTzVNW6tp2loj2MgnkYBswt/s9QCAuz2HxYYhIpqCG3qOIDfsxRnnPBzNXSA6DtGU9Ztc+IeFb0efMQf1vg58feAxmDkkPqM51ADe2/Usfnny+3hD/x6YtQh25izGRyvfg6+W3YMG68x2sE81rdZi/EvFmxCFhLf07cCNQ0dERyKiVNPSEluCVNOAr33tQn+KWZCsQsUOALdJMXMB2BErXtAV+ot9OSKQsSXQhMKoR3QcIqKL0zTc3b4TAPDH8k2xbtBEaaTXnId/qHoHBgxOLAt24isDf4FJFb/EJM0ssxrGvWP78IvuX+O+vp2waBG84lqMDy+6H19beB+arHNER5w1B3Kq8MN5twEAPtnxOJZ6WgUnIqKUEQwC994LDA8Dd94Za5w5i5JSqNA07XEAhwDsRaxHxUc0TYsm43NlukHFgVcsC6FAw+3e46LjEBFdVF20D4vcXRgx2vF8CZdVpvTUbc7H56vejiHZhlXBdvzT4F84siJDyJqK2z3H8IueX+M9Y7vg1II45FiAj9e8D19fcB+abdlToHi1vxauxR8LN8CoqfinlodRGBoTHYmIUsFnPgPs2wdUVAC//jUgz+4UuKR9Nk3TPqdp2jpN09ZomvZUsj5PNviLfTkA4HbfCRhZ7yGiFPXa8CkAwF/nrUNYMQpOQzR9HZZCfKH4DRiRrVgTaMPXBh6DRWOxIm1pGtZ5m/Cj3t/i4yMvIF/14bSxBF8ovBufr34HTtsze4rHVPzP3Juwz1mFnKgfn+x4PDbMm4iy10MPxZYiNZmAhx8G8vNnPUJmdQbKUCdMpWgyFCJP9eOaSIvoOEREOvmqD1sjrYhKMv5ctlF0HKKr1mYswOeK34RB2Y4VwQ58c+wJ2NhgM+1UBXrxr12/x9e7/4jyyDC6lRx8M/92fLL4Xhy2lImOlzJUScZ3yu7CmGLFWncT7vAeEx2JiEQ5ffpC88zvfAdYt05IDIOQz5oGtIj+nZPomFu3Tw7oVyyR3PHNQeW8XN0xar5D/zmdlvgd9gvbjxk24lPtj+O16lm8kL8m/vE9Xv1jeePXgVdDCW6uNFW/j4gIgGSIHxGhFBfqjhm6ofL8x/ccfhKGYxqeXLIMR266sCRpxd/0r5s4cFK3KxLlaLFsleh6GzndeNnznJ361bCUefFD93NC+sduf9tC3T7XOX1T77HyPHSgAu8Yno+fP/Ij1Lt78U31OXxm/fvhNtkAAMYx/eNrSvx7QOazU1u1Sx0ajt8RTXCNlvV9X7QE1/fJv79Q9O9LaQm+N7LdNumBEvSZieh7dkiuHP1xk1ktul2aTf99lzyT7l+cNt0xqlHRnzdpBIBL8eO9Lc/glt5DkKFhzGDFA2XX4/E56xGWL9z+Gvr00xxUe3xWub1Xnz3R98EY/33XfH7dMVqCodOqR9+DTLbFf93nf17j/1d7BxL+XCXTpOVTE4yMkJwJ7kFzHRhS7Pj+3NvwpfZH8f7RV7C/fDm6LRfeRZVddt15St+Q/usZi/96eA96Cfw+0CVICV7zJXOCRSjM+mWTb1/0D3HbT5z5t6l90lAIuOcewOMB3vxm4MMfntp5ScARFWnihbxlcCsW1IZ6sCjIpUqJKHUYoxHcfXYXAOCBDVsFpyGaWe15RXj3vR9Fpy0fS0Y78P92/QS5QTa3TlVGNYw3d7+EX+/7Dm7rPYioJOP387finev+Ho/O3RxXpCC9l3PrsN1VB6sawmebHoXMP6SJssu//ztw7BhQXQ389KdCG6OzUJEmgrIRT+avAgDc5ebyUUSUOm5sPYL8gAdnc0uxr6JKdByiGdflysfHNn8YbfZC1Ix14wev/BClXi5mllI0DdcMncD/HP9vvKfzeVjVEHYULMH71n4CP114OzxGq+iEaeO/596GQaMTSz1teGP3TtFxiGi2nD0LfOMbsY9/8hPA6RQah4WKNPJ44VqoAK7znoEr6hMdh4gIAHBPww4AwMO1W7kkKWWsAasLH9/8YZzJmYsy7wB++MoPUO3uEh2LACz0deM/Tv8K/9j8MOaERtFsLcFnlr0XX61/O7qsBaLjpR2PwYr/WvhaAMC7Op5HpU8/9YWIMoymxaZ5BIPAu94F3HCD6EQsVKSTHnMe9loXwogobvNwqVIiEq9uoA1LB9swarLiyQWrRcchSqohixMf3/wh7C+sRkHQg+8c+RlWD1++nwYlhyvsxcdb/oIfnPgJlntaMWKw4bsVd+IjdR/E4TyO7roa+3IX4W9Fq2HSovj75j9B4hQQosz2298Czz0HFBQA3/626DQAWKhIO39xrgAAvMZ9lPMGiUi4e07HRlM8Vr0BQYO+mRNRpvEZLfjchvfimXkrYYuG8C/HfoMbejklczYpahSv79mFXxz7Hu7s3w9NkvDH4o1479KP4W9Fa6FKvL2dCT+puA0DRicWe7tw0wCf40QZa3AQ+NSnYh9/+9tAob6Bugh8JU8zhyzl6DDkoSjqwSZfk+g4RJTFcoJe3NhyBCok/GHRZtFxiGZNRDbgG6vejIfnb4FRi+JLDb/HO1qeT7jCAs2sNWON+MmJH+Lv2p+EMxrAvpxqfLD+7/CT8tvgNbAPxUzyK2b8vOxmAMB725+FJcrleYky0uc+BwwMANddF5v2kSJYqEgzmiThL87lAIA7PFzjmojEuaNpP8xqBLvnLka3k/PAKbtokowfV92BHy28HSokvLv1OXz51O/4x1ySzA0O4mvN/4d/aX4Q5YEBdJrz8U81b8WXFr0d7dYi0fEy1vOFy9Bgn4eCsAf3DbCxJlHGefFF4Be/AEymWAPNFOo1xkJFGnrevgRBScHqQBtKwyOi4xBRNtK080uSPlqzUXAYInEeKduKLy19BzyKGdv6j+O7B36M4sCI6FgZwx4J4P7Op/HThh9h49hZeGUTfjr/Fnxg6UewO3dxSt1UZyJNkvGjitsBAG8c2IOS0IjYQEQ0c1QV+PjHYx9/8YvA4sVi80zCQkUa8igWvGRbBABsqklEQiwLdaJyrB991hy8Mr9OdBwiofYWLMbHVn0IHdYC1Hi68aN9/42lIy2iY6U1WVPxmtFD+OWp7+ON/buhaCqezF+J9y75KB4p3YKIbBAdMWuccpbh+YJlMGlRvLfnBdFxiGim/N//AUePAvPnA//wD6LT6LBQkab+5lwGALjZcxIGLSo4DRFlmzu8sSLpX6o3ICorgtMQiddmL8ZHVn0Y+/OqkRf24juHfoY3t74IiX0rroymYY3vHH7Y/mt8dOA5uKJ+HLFX4GOLPoDvlL8WI0aH6IRZ6edlNyMgGXDd2CnUe9tFxyGiqxUKAV/+cuzjr30NsFjE5kmAhYo01WAqxTljAfJUHzaFWkTHIaIs4or6sMXfhKgk4c81G0THIUoZHqMVn1/xbjxUfg0UTcX9TU/inwf+hNyoV3S0tFDt68a/dD+Mb3T/ARXhQXQbXPh65T34XPU70WgrFR0vq/WbXXikMDbN74Pdz7AAR5TufvYz4Nw5oLYWeOc7RadJiIWKdCVJeMIRG1VxR6BBcBgiyiY3+07BCBU75y5Brz1PdByilKLKCn5SfQe+sPxdGDXasCbQhh/0PIiVgTbR0VJWSXAYn2t9FP999n+wyt8Gt2zG/xRchw+Wvwev5C5hH4oU8XDRRvQbnFgU6MGNI2zoTpS2PB7gn/859vE3vwkYUnMqHQsVaex5Ry0CkgGrIl2YGx0VHYeIsoCkabjdewIA8OiiTYLTEKWuPYW1+MD6j+OoeR7yVR++2f8o3jfyMsxqWHS0lJEX9uCDnU/hZ6d/hBtGjiMkKXjEtRbvLX8//pC7DmEpNW+es1VQNuFXJdsAAG/t2wFZU8UGIqLp+e53gd5eYP164O67Rae5KBYq0phXvtBU83aOqiCiWbAy2I650VH0KQ7smlsrOg5RShswu/CFojfgf3M2QIOEN7kP4ge9v8WyQIfoaEI5o368d2A7ftnw37h7YC9MWhTP5S3DB2r/Dj8v3AaPYhUdkS7ihdx6dJjyMTc8ghtG2NCdKO0MDgL//u+xj7/1rZQescZCRZp7YqKpZvAMjGyqSURJNtFE80lbPVSZlxCiy1ElGQ+6NuLTxffinLEA8yKj+Pf+P+BjQ8/BpgZFx5tVjmgAbx/cgV+1/AT3DO+FRQ1jV84ifHjRB/Af5a9HrylXdES6DFWS8X9FWwAAb+7fyVEVROnmW98CxsaAW24Brr9edJpL4pi6K5HgxVgNBvTHhUJxm3JYP8xTdnv05+Xnxm1GXTbdIZH5hXHbx7UCNA+/gIXBPmy2DuJFV/3448c37pJ8Pt1jaV6/bp86KXtCs31RkhL8MTTdDDP5WETpKMHvgCTrq+mj962N2x6ulVDkHsOG/ziHiCzjpx++DVKHvplaxTf2x21rEQ5zp+RI9NyKtF5+NYJ5P9BPlZRMJt2+nLzcuO2hLXN1x1i79dfW7mty4rZtc8oAAHtQhndEV+GdJ5/He048hzu8x7EWbfh/m+/E3xavhhStiDsvt0l/PQ669LdtzqYx/dcTib+uBUr1K2VYevQNPoPF9rjtqFX/emHt0N+/BCadBwCa4cLrSn5gDG8+tR13de+FTY19Xftya/A/y27Fqbzy+OyqMz5ntz6natV/H4ztQ/GP0ziiO0ZKMA9b9egff/JzK6ImaByZ5HuHqNudcL82/nkT3n8CwOT7vUT3PWP6x5a6468Dktmsz7S8BgDwrGMN3jawA/ODQ9hcMopnS1fFHWcajM9g6BrQP9bgsG4frxeUTSRFv2KaZDDGb9v1o8skZ4KVj6z6FTs0Jf53+pZN/4zC4Ch+dfi7MAH4SNdC/ODKIs86vh2W7iQJf8uLXSDuGD4kOAwRZbI3HNwLo6rihcV16MtxiY5DlHYiigG/WHYL7nvz3+PInAoUe8fwL888iAcf+n9Y23lWdLwZV+odxKeP/gG/e/5buK9zB2xqCAdyq/Cppe/HF+vfpStSUHpQJQUPzr8OAPCO5uc5qoIoTdzbvQMmLYIX8+tx1qEvvqcajqjIAM+76vH+3uexwteGecFBdJoLREciokyjaXjjwb0AgN+v3Sg4DFF6ayqYg3e/8WO48/R+fHTXE6jr78DPHvsRXqqow3c33onm/DmiI06bpKlYM9iIu9t3YlNvA2RoUCHh5YI6/G7edTjjnCc6Is2AZwtX4m0d21Hu68d1vcfwwpwVoiMR0SXkhL24re8gAODBedcJTjM1LFRkAJ9iwYuuJbh15ChuGTmKX5ak9nwjIko/a1vPoXJwAL3OHOyoXiw6DlHaU2UZjy1Zj6erV+Lth1/Eew88j2tbT+La1pPYXlmPPxZtxbHcypRudPZq9rAft3QdxN2tO1Huiw31D8kKnpu7Cg9Wb0NPOFdsQJpRUVnB/827Dp9u/jPe2fwctpcsg5ZomgkRpYTX9sb6Au3NrcE5e3oUw1moyBBP567ArSNHcdPoMfy6+DokmE1JRDRtbzqwBwDwx9XrEU0wr5KIpidgNOF/1t2MPy3eiPv3P43XN+zBtpYT2NZyAiddZXio4lrsKKmHmoJ/BCpaFGtHG3F910ls6TsFkxoBAPRZXPhzxSY8Xr4eI+bYfGrT8BR6YFFaeaZoJd7WtR2V3j5c23ccL5YsFx2JiBIwqyG8rid2H/fQ3K2C00wdCxUZ4oR1PjpM+ZgfGsIaTzP2o1R0JCLKEPZQALcdPwIA+MPqdYLTEGWmIZsT37r2jfjp2ltw3/EduO/oK6gbbcfXjv4WA2YnXpizAn+rWYvTufOEjrIwqFHUe9uwZaQB1w2fQG4k1jhRhYQD+VX4c/kmvFJch4iJt5iZLiIb8GDl9fhUw5/wjubn8VLxUo6qIEpBtw4fgSviwynHfBxzVoqOM2W8imQKScIzucvxnr7tuGXkCPbnslBBRDPjxtbDsIVD2Fu5EG0FRaLjEGW0IZsTP1p/Ox51XYPbug7gjW07MN83iHtad+Ce1h1odRThmfJV2FVaizO5s9PvoSAwhvV9p7GptwHrek/Drl4YHdFqKcJT5WvwTOkq9FtzZyUPpY4n5q3F2889jypPDzYONGBXUZ3oSET0KrKm4o0D4z3G5m5Nm+mEAAsVGeVZ1zK8s+9FbHSfhct5LUYV/fKmRERX6rVNsQvcI2s2CE5ClD0CBhP+VL4JfyrbiCWj7bip5zC29R5Fhacf7z/5NN5/8ml4DWYct5XhqLMSxx3laLMUwqfol6m7EuZoCAvdPagbbUOttx31w20o9cUvJdlqKcKenGq8mL8UjdY5CJYkWC6PskJYNuDh8q34u7N/wxvbdrJQQZRirh09hZLwKNotBdiVVys6zhVhoSKDDBqdOOBYiPWeJlzvO40/OVdd/iQioktYMNKDZQOt8JjNeKqe84+JZp0k4VRuOU7lluM7616HtX2N2NZxFKv7m1DmGcCGsUZsGGs8f/iwwY4Ocz46zAUYNDjhU8wYjeTAZzDDbzDDoEZgjYbhHHbDoobhiPgxJzSCktAI5pwaRUHIrYvgU0w4WrAAu0qW4JBajl5z7ix+AyjV/W3eOryn+VmsGWrEAncPOpEjOhIRAYCm4Z6BXQCAh+duTcleR5fCQkWGeSp3BdZ7mnCL9wT+5FiZVsN7iCj13Nm0DwDw12Wr4DeZBachym5RWcGeOYuxZ05s5Z0i3wg2nTiBFe4WLPJ1YV5gEHkRL/IiXizztl84sXvqnyMsKeiwFeKUqwwnCstxIq8Crc5iROVYE11rh2cmvyTKAF6jFU+VrsbrO3bjDe2v4Pslt4uOREQA1niaURXow5DBjucK028JYRYqMsweZw1GFSsWhAdRHe5Do6lEdCQiSlOKGsUd5/YDAB7mtA+ilNNvy8UL+cvwQv4yAICkaSgMj6HM24/5wUG4Ij7Y1CDMZhW2SBC2aBBh2QC/YkI4KCEoG+FVzOg15aLHlIe20rkYsOScf9ctak2vd99InD+Wb8HrO3bj5u5D+HXBdRgzcPoxkWj3DOwGADxasB5hOf3+7E+/xHRJEUnB866luHtoH27xnmShgoimbUvnSeQHPGh2leDo/HLRcYjoMjRJQr/JhQHZiUPOhef3B0r1PSQsPV7dvqDVntR8lLna7UXYXbAYGwdP4/aBg3hoTvosgUiUiRb6e7HS2wqvbMJf89OzHQBL5Rno6dzYPPJt3tPn1zQnIrpSdzXGmmg+VrWB08iIiOiS/li+BQBwV/8+KFpUcBqi7Hbn0AEAwDN5y6+6ybIoLFRkoHOWEpwxFsOpBbHJ3yQ6DhGloXz/GDZ3NSAiyXhy4WrRcYiIKMXtK6hBq70IRWE3tg6fEh2HKGvZogHcMHICAPB4fvrew7FQkaGetseWh7rFe0JwEiJKR7eeOwSDpuKVeUswbHGKjkNERKlOkvDHstioitf37xEchih73Th6HBYtjMP2CnSYC0XHmTYWKjLUi/bFCEPBymA7CiP6pcaIiC5loonm3xauFZyEiIjSxdNzV8OtWFDn7cRib6foOETZR9Nw5/BBAOk9mgJgM83k0NS4TdXn0x8T0feOkKLx8/kUf0D/0HkJ3tlMUG7y2FzY7ajGNZ7TuD7UhIcNdfrHUvQnSnL8PHQtmgJzDCd9P1PmsYjSkGLXd2IPbqqN265yd2HRri6MWqx4ek09wgYJhUf1vzuOP+7T7UuJ1wyiS1D9fv3OBPskb/y12/W7Dt0xckWZbt+8P016c8Bs1B1jm+vS7TMOxWfoX5+rP29A//sVmKNvgKkp8ddy81BId0w436rbN5mlT38folpNun1KQJ/L1DF82cc3tOlzYfK9j0HRH+PWL5E6+RVKTXAPlZX3AFP8mnUtJUJh3TGGJn3hQSkpiH8cAE8UrcG9Pa/g9f178a2cN0ErzNWdJ3v198ZR76QQ2fjzoswgTWEsQIJjJHv867JkTrAsfKLHDl/4u3KZvx3loUEMKg7stlRBCsV+r5T+Md1ptxXer9sXHR6N234m+lDC+LOBIyoy2HPOWHHiRvdxQNMEpyGidHFz1yEAwBO1qxA2sJ5NRERT91jxekQh4drhE8gN64tKRJQ8rxmN3cM96VqOqJSg0JtGWKjIYAfsCzGqWFERGkRVZEB0HCJKA7IaxU3dhwEAj9Vz2gcREV2ZPnMu9rlqYNBU3Dh4RHQcoqyRF/Fgi+csopDwpGuF6DhXjYWKDBaRFLzoWAIAuDFwRnAaIkoHa4aaUBByoyWvCEdLK0THISKiNPRkUWxu/G39hziql2iW3Dp2DAao2GOvwoAxR3Scq8ZCRYZ7LqceALAtcBYy5/oR0WXc0hVrwPRY/VpAki5zNBERkd4e1yIMGRyoCPRjiZ9NNYmSTdZU3D4WG8H0uGuV4DQzg4WKDHfGPAftxnzkqX6sCbWLjkNEKcwWCWBr3/i623VrBKchIqJ0FZUVPF24EgBw29BhoVmIssF6bxOKI250GnNx2JoZI2JZqMh0knR+VMUNfk7/IKKLu7b3OCxqGIfzFqDLlS86DhERpbGnimLv6l43egq2aFBwGqLMdsf4aIq/5qyEliEjYlmoyAIvjK/+sSl4DjaVFwoiSmxi2sczpem97jYREYnXaSnEUWcFLFoY146eFB2HKGMVRtxY4zuHMBQ8m7NUdJwZw0JFFugzunDEOBdmRLE12Cw6DhGloBL/MFYNNyMoG/BiyTLRcYiIKAM8URibRnjbMFf/IEqW690nIQPYY6+CW7GKjjNjWKjIEs9bFwEAbuT0DyJK4Kbu2LrbO4rr4TVaBKchIqJMsCNvCbyyGbX+LlQG+kTHIco8moabxo4DAJ4dn+6fKVioyBI7zFUIQsHycBeKo27RcYgolWgabumKFSqeKc2MTtFERCReUDHh+dzYH0+3clQF0YxbFOpBeXgII4oN+20LRMeZUSxUZAmfbMIuc+zJy6aaRPRqNe4ulPv6MWy0Y19Bjeg4RESUQZ7KWwkAuHHkOIxqRGwYogxzkzu2WtsLjiWISorgNDOLhYosMjH9Y1vgLKBpgtMQUaq4sfswAOCFOcuhypl1kSMiIrEarXPQaClBTtSPTW6+WUY0U4xaBNu8pwEAz2RQE80JLFRkkYOm+RiVLKiIDqMyMiQ6DhGlAFlTcUNPbDjuc6UrxYYhIqKM9FTeCgDALcNHBSchyhzrfc1wqgE0mYpwzlwsOs6MY6Eii0QlBS9bqgAA1wfOCk5DRKlgabQXRcExdFvycNJVLjoOERFloO2uOkQgY5XnHHIjHtFxiDLCTZ7YtI9MWpL01VioyDLbLdUAgOsCZyFx+gdR1tsWOQdgfDSFJIkNQ0REGcltsGG/cyEUaLh29JToOERpLzfqxTrfOUQhYbtjieg4SWEQHSBbqaGQbp8UjcZtyxF9wyHJoP+RqS67fp8jfnlByWUDABzXitB37AWUhMZQnx/FSev8+BPd8VVuzefXPXbU49XtmxJNnd55UyVNqrsl+/MRzZbJz20g8fN70nHqNSt0h/SuvrC+tjESwZafPgQAePA169BZYjr/bwv/PX54btSjfweMpU7KZFokfNljIs0t03psQ2OCXjBK/L7iVpvuEMmhv94jrM8Zqo2/tht6RvTnhRJ8fSZj3Kba2aM7RLZb9fsCQd2+6KTHl2R9IVSbdN9zsX00+xI9/yP9A7p90vCobp9SkBe3Ha0oAQA8X7ISG92N2OY+hT8tvUZ3nqE7flqy2qv/fIlypcRzZqrXacqK75U06fVcmvTaCgCyK0d/Yo5jCg8eey3dNngYCjTscVRjRLIC0Unfw7H4VR7V0THdQ6nhBM1tJ/0sbpbv0R3yjPrw5XPOAI6oyDKaJGN7Xmx40DY3K9pE2WxLawNcQT8aSkrRWDJHdBwiIspgu3MXwy+bUOfpQGmAvdKIrsZNo8cAAM+6lglOkjwsVGShFwpiT+hrPQ1QtBSoQhORELc3HAQA/GX5asFJiIgo0wUUE17JqwUAXD/ApppE07Ug0IuqYB/csgV7HNWi4yQNCxVZqNk6B62WQriifqz0tYqOQ0QC2EIBbGuONWH66/JVgtMQEVE2eKFwOQDghoGjAHulEU3LjaPHAQAv5ixBWM7cTg4sVGQjScL2/NioCk7/IMpO1zcdhzUSxsG5C9CVmy86DhERZYGDOQsxYrCjPDCAKp++BwoRXZqkabhmrAEA8IIrM1f7mMBCRZbanh97Ym/2nIFJvXzDMCLKLHeMT/v4Wy2nfRAR0eyIygpeLKgHANwwcERwGqL0U+vvRHFkDP0GJ05Z54mOk1QsVGSpLksBGsylsGlhrPc2iY5DRLMoz+fBptYzCMsynl6kXxmEiIgoWZ4viE3/uH7gGOQMW+2BKNmuHYuNhn8pZwm0DF9WnoWKLPaiM7bm7vWc/kGUVW45ewQGTcWuisUYsU5hKSwiIqIZcsoxH93mPBSG3Vg21iI6DlHakDQN17hj0z5ezqkVnCb5WKjIYi86a6ECWOdrhj0aEB2HiGbJracPAQCeWMwmmkRENMskCS8UxnqlXT94THAYovRR729HQcSDHqMLpy1zRcdJOhYqstiwwYGj1nIYtSg2e86KjkNEs6DIM4rVnecQVAzYvjCzmzAREVFqeq4wNu3wmsETMKoRwWmI0sO1YxOjKZYAGT7tA2ChIutNTP+4xtMgOAkRzYabzx6BDA07KmvhNVtExyEioizUbi1Co20OnNEA1o3wzTKiy5E1FVvHp31M/P2W6VioyHI7HTWIQsIqXyucUb/oOESUZLeePgwAeIrTPoiISKDtBbHpH1uHTgpOQpT6lvvakBf1odOYhyZLieg4s4KFiiw3pthw2FYBA1Rs4vQPooxWFBjBqu4W+A1GvLigTnQcIiLKYjsKYtehTcMNnP5BdBkTTTRfypJpHwALFQTgJUesa+y1nP5BlNGu6z8OAHh5QR38JrPgNERElM26LAVospXAHg1i5Wiz6DhEKUvRotjiPg1gvFCRJVioIOx01CACGSt9rchROf2DKFNNFCqeWrRCcBIiIiJgR35sVMU1nP5BdFErvK1wRf1oMxWgxVwkOs6sYaGC4FGsOGSrhAINWwKsaBNlopLAMOrc7fAbTHiZ0z6IiCgF7MivBxCb/iFrquA0RKnpOvcpAMBLztqsmfYBsFBB415yLgYAXBNoEpyEiJJhYjTF9oV1CBhNgtMQEREBrdYitFsK4Yr4sDzQIToOUcoxaFFscp8BkF3TPgDAIDoAXaBFo3HbUa9Pd4wc1jcbkv05un3q3ML4x3IkmI+uXliacKd1KT7e9xSWhzrhMmsYNdhj/xAM6T+fUf+0USfnElEVZyWeMlWC57akKLp9SkVZ3HZPvfX8x9ecHJ/2sXil7ryF/6Ufchv1eK40JRFN0eTrfcJ9If31FyMjul2SwajbJ780ELedqE2hJE/vXTl1KDCt87RpnUWpTouEdfsiffHPPyWsPya6qDz2gSTh5YI6vLXzJWySOrB/7oUVqQx+/XMtOjyqDyEleHbN9j0h70GnLtO+V5L+ff/Jr6+y1ao7BuYEf5tNGi2hGRWsGGuBUw3inKUYbc45kHxB3WnaiP73QvV4449J8Ls6XTfL9+j2PaM+PGOPP4EjKggA4DFYcdBZFZv+4eXqH0SZZP7oAOr6O+A1mvFKZa3oOEREROe9PD79Y8vQSUiZ9kcs0VXaPBZrornDlX33byxU0Hkv5Y03NPKcFpyEiGbSLY2HAQDbK+sRNHDaBxERpY5Geym6zXkoCHtQ524XHYcoZUiaho1jsWkfO3MWC04z+1iooPN25i5GGAqWBTqQF/Fe/gQiSgs3Nx0BADxTvVJsECIioskkCS+fX/3jhOAwRKmj1teJ/IgXPUYXzlmKRceZdSxU0Hk+xYL9E6t/eM+IjkNEM6B8pA+1A51wmyzYWZ59wwaJiCj17SiITf/YOngS0NjRhAgANo1P+9jpWpxVq31MYKGC4rzsiA0rupbTP4gywk1NRwEAL1YuRVhh/2QiIko9DY556DfloCQ0ikXeTtFxiMTTNGwejf09tisLp30ALFTQJHvsVQhJCuoDHciLsOs/Ubq7sTlWqHi2arngJERERIlpkowdE9M/BvUrURFlm7LQIOaHhjCqWHHCXnb5EzIQCxUUxyebcdBaCRnAZm+j6DhEdBXmjQ6eX+1jV1l2VuOJiCg9XChUnOD0D8p6m9yxafh7cmqgJlgCNRtk51dNl/SKvQYA2KeCKM3dMD6a4uWKOoQMRsFpiIiILu54TgWGjXbMCw6h0t8nOg6RUBOFimxc7WMCCxWks9tejQhkLPe3I0cNiI5DRNN0U3NstY/nOO2DiIhSnCrJ2JMb+6Ns43CD4DRE4hSE3agNdCMgGXDIuVB0HGFYqCAdj2LBYWs5FGjYFG4VHYeIpqEw4sby3jb4DUbs4GofRESUBnbnjRcqhtjUnbLXRs9ZAMABZxWCcvaOiGWhghJ6xbEIALAldE5wEiKajs3jF7md5bUIGM2C0xAREV3egdxYU/clng64VL/oOERCTEz72JWzSHASsViooIR22asRhYRVkS7Y1aDoOER0hbaO95h5tmqF4CRERERTE1DMOOxaCBka1gU5qpeyjz0awApvK6KQsCenRnQcoViooIRGFRuOW+bDCBUbwm2i4xDRFciLeFEf6EBIVvByRZ3oOERERFM2Mf1jQ4iFCso+6zxNMEDFcVsZ3Aab6DhCsVBBF/WKY3z1j3CL2CBEdEU2e89CBrCrbDG8JovoOERERFM2UahYHeqAUYsKTkM0u85P+3Bm97QPgIUKuoSd48uUrg13wKKFBachoqmaWFr4OU77ICKiNNNvzkWTbQ5sWhjLQl2i4xDNGoMWxVpvMwBglyO7p30AgEF0ALoETdXtUoMJlgsd1h8nR+Ir0NLcIt0xEZf+ndaI80LTvW7k4WTfPNT5O7HOOYaXXUtijz00pjtP8njjc/p8umO0KKviJJCUoC6b4HcsFck2/dC/8IYlun1t15qR6/Vg2bc7EJZl7Mqvg3lUizsm5/f7dedFIyxEUvaQDPoO6lqi34HJrxkp+nqRMPtUzuMlmZJl0u9KdHhUd4jhbIduX3hJ2fmPdxXUosrXg/XWAeyt2nThvE6r7rxoZ48+QiQ1f18pzSW4l5Qt+oblssMevyM/V3eMajPp9tWNNcOmhnDOUoweVxHkYa/+vN4+/b5Agn6Cs3zNulm+J277GfXhq35MjqigS9rhii1ruHWU61kTpYMbTx+HQVOxe0EN3ObsnttIRETpaXf++DKlww2Apl3maKLMsH4stmLbXle14CSpgYUKuqRXcmIXivWeRphUvutKlOpuOXkUAPB03XLBSYiIiKbntHMehowOlARHscDXKzoO0axYP9oIANib5at9TGChgi6p15SLs5Y5sKphrPacEx2HiC7BEfBjU/NZRCUJzy1eKjoOERHRtGiSjD15sWaCm4Y4qpcyX2lwCGXBQbgVC046yi5/QhZgoYIua8f4qIqtY7xQEKWy686egkmN4kD5Qgw5nKLjEBERTdvu/Nj0440sVFAWWDc+muJAThXURH3VshC/C3RZr4z3qdjgboTC7ltEKeumU8cAAM/WcjQFERGlt4O51QhJBiz2dCI35BEdhyipNoz3p9iXw/4UE1iooMvqMBegzVwAZzSAZd420XGIKAFjNIxrG2PvOj1Xu0xwGiIioqsTUEw4nLsQMjRsGD4tOg5R0pijISx3t0AFCxWvxkIFTclOZ2z6x6axM4KTEFEiq4ebYA8FcXLOPHTm5YuOQ0REdNV25Y2v/sHpH5TBVrrPwaRFccY2F6NG++VPyBIsVNCU7MyJNTTaPHaGy0QRpaCt/ScAcNoHERFljj3jy5SuHmmCQY0ITkOUHOvHxlf7cHG1j1djoYKm5Ky1FAMGB4oibtSE+0THIaJXkTUVmwdOAQCeXcJpH0RElBn6zblosRbDpoZQ5+b0Y8pAmob1o7H+FFyWNF7SChWSJB2UJGn7+H+/TNbnodmhSRJ2jY+q2BTgMqVEqaR+tBV5YS/a8gpwprhUdBwiIqIZsz8v9sfbuuGzgpMQzbzKQB+Kw2MYMtjRaOM93KslpVAhSZIFgKRp2rbx/96TjM9Ds2vn+DKlmwLNgpMQ0att6T8JAHi2dhkgSYLTEBERzZx944WKtSONgpMQzbz148uS7s+phsZ7uDjJGlGxAoBNkqSnJUl6XpKkjUn6PDSLjtnK4ZHNqIwMYW5kRHQcIgIATWN/CiIiyljHcioQkI2o9nYjL8JlSimzrB9flnQP+1PoJKtQ4QPwbQC3AvgQgN9KkmR49QGSJN0vSdJ+SZL2hxFMUgyaSRFZwV5nbMkcjqogSg0LPT2YGxjGkNGBw2WVouMQERHNqLBsxBHXAgDAmkCr4DREM8cR8aPO044IZBzMWSg6TspJVqHiDIAHtJgzAAYBxE260TTtp5qmrdU0ba0R5iTFoJk2sfrHJj8LFUSpYOtAbDTFzqIlUGX2RyYiosyzLzf2bvMaPwsVlDnWjDVDgYYTjjL4FIvoOCknWXe17wXwnwAgSdJcADkAupP0uWgW7XdUIQQFS8I9yIt6Rcchynpbx/tTvFJYJzgJERFRckw01Fztb4WsqYLTEM2MdePTPrgsaWKGyx8yLT8H8CtJknYA0AC8V9M0Ln6cJGoopN/pdsdtyl36Q4yBXN2+SIEj/rHt8aNdfDDjoGMBNnoasUHuwRO5qwAAUjQa//k0TZ/T79ft0yadR5Q0aXRjI5vjq+rasmrdMb3rzJg3Mojq57vhNZnxxM31yD0T/zW6/nREd54aCc9sWKI0oyX4HVDy8/THBeKnpUpGo+6Y6OjozAUjylQJrr/RkRHdPmNL/LVPLc49/3E3ctBlysPc0DCqHD40OOaf/zclpP+djvYPxkfgtY+ulKR/P182mfT7nA7dPkzap1r050mhCNaMNQEA9tsWQApHIY3E92BRB4d056mBBC0TUvAe92b5nqt+jKSMqNA0LaRp2ls1Tduqado1mqbtTMbnITF2Ocenf7jPCE5ClN1uPHscAPDSwiUIG5JVdyYiIhJMkrDfVQUAWDvCZUop/VUG+5Ef8WLQ4ECruUh0nJTECc10xXY7axCFhJXeFtiibIRKJMr144WK52u42gcREWW2/Tmx0YVrR7lMKaW/1e5zAICDjgVcWv4iWKigKzZqsOOkbT5MWhRrPU2i4xBlJZffi9Ud5xCWZbxUtUR0HCIioqQ64lyAsKRgsacTzrBPdByiq7LaE1uY4KCDq31cDAsVNC0T0z82ujn8jkiEa5pPwaCp2FdWDY/ZKjoOERFRUgUUE447y6FAw+oxrj5H6cuoRrDM2wYAOOSoFBsmhbFQQdOy2xHrTrvO0wRFY0NMotl2w9nYsqQv1NQLTkJERDQ79rvGp3+wTwWlsaXeNpi1CBotJRgxJmjGSQBYqKBp6jLno81UAKcaQL2vXXQcoqxiVCPYeq4BALC9moUKIiLKDvtyY2+UrR1tAhKsMEeUDla7Y1PnOe3j0liooGnb7YxdLDj9g2h2LR87B3soiNNFpehy5YuOQ0RENCtarMUYMDpREHZjgb9XdByiaVkzPnXpoHOB4CSpjYUKmra4QgWr2kSzZtPwaQBc7YOIiLKMJGF/7sT0D67+QeknN+xBVaAXQcmAE7Yy0XFSGgsVNG0N1nkYUayYGx5BeXRYdByi7KBp2DQcm/bxQjULFURElF0OuqoAAKtH2VCT0s+q8WVJj9nLEZYNgtOkNhYqaNpUScbe8aaaG4ItYsMQZYkqXw+KQmPodeTg5Jx5ouMQERHNqsM5seHyS92tMKphwWmIrswa9qeYMhYq6Kqcn/7BQgXRrJgYTbG9uh6axJdwIiLKLiNGB5psc2DWIqh3s6E7pRFNw2p3bCTQAfanuCze5dJVOehYgJCkoDbci9yoT3Qcooy3aWhi2gdX+yAioux0aHxUxcoxTv+g9FEZ6ENBxINBgwOt5iLRcVIeCxV0VQKyCYftlZABrA+1io5DlNGKgqOo8XXDL5uwp6JGdBwiIiIhDrFPBaWhNedHU1QBkiQ4TepjoYKu2sT0D/apIEqujeOrfezPrUbIYBSchoiISIxjznKEJQU13i7Y1aDoOERTMjHt46CT/SmmgoUKump7xhtqrg52wKRFBKchylwbx/tT7M5bLDgJERGROAHFjAbHfCjQsDzYKToO0WUZ1QiWeWKjzw+xP8WUcE2UDKWGQnHb2siI7hg5oi8qGOT4YUiRAofumHBx/L4eOHCmvRSLAt1YYR7BXmcNJIP+qZWoKhb1Juhroanx24kaBk4+hihNSQlGRoSujV92tHedCfZgACv3nkNUkvCnu1bB2a7/HXD+bm/ctsrfE6IpiQ7pl9hWXK74Y0ZH9cfk5uofK8H1lojiadGobl+0uyduW0lwXnRewfmPD7oWYpm7FSvMg3i5clPccQY5/t4x2tM7pQxEEyRF/wyUHXb9gTabbpdmM086EVjqaYNZi6DROgcjZgfkwTHdeWr/YPx2MHBloTMMR1TQjDi/+of7rOAkRJlpS/NpGNUoDs+vxLBdX0AkIiLKJhN9KlaNNglOQnR5K93nAHA0xZVgoYJmxK6JQoXnLCRNE5yGKPNc13gSAPBCDVf7ICIiOm2fB59sQrl/AIVB/YgnolQyUag4zELFlLFQQTPinLkYvcYc5Ee8qAl0i45DlFFkVcW1jacAAC9W1wlOQ0REJF5UVnA0pxIAsIqrf1AKs0UDqPF1IwIZxx3louOkDRYqaGZIEvY6qgEA692NgsMQZZal3W0o8HnQnpuPpsIS0XGIiIhSwsHzy5Ry+gelrmWeNijQ0GCfh4BiEh0nbbBQQTPmfKHCw0IF0UzadjY27ePF6jquu01ERDTusCu2zOOqkWaAU48pRa0Yn/ZxxFkpNkiaYaGCZswRewUCkgGLAj3Ii3pFxyHKGBOFiu3sT0FERHRei7UYQ0YHCsJulPv7RcchSmiluwUA+1NcKRYqaMaEZCMO22O/gOsCLWLDEGWIosAIavu64DOasK+8SnQcIiKi1CFJODg+qoLTPygV5UR8qPL3IiQpOGWfLzpOWmGhgmbUXmfsD6kNLFQQzYiN/Q0AgFcWLkbYYBCchoiIKLUcnlimdIQNNSn1LPe0AgBOOMoQlnkfdyVYqKAZNdGnYlWwHUYtKjgNUfqbKFRwtQ8iIiK9g7mxERUrxs5B5r0npZgV3hYAwBEHp31cKRYqaEYNGHPQaCmBVQtjWbBTdByitGaOhrBmKNac9qXqJYLTEBERpZ5+cy7aLQWwR4NY7OG9J6WWlZ4WAMBhNtK8YixU0Izb54gNwVsfOCc4CVF6WzXUDLMawbHSMgw4ckTHISIiSklHxvtULB9tERuE6FXyw26UBQfhk004Y58rOk7aYaGCZtweRw0AYH2ghUtFEV2Fjf2nAHDaBxER0aUccVUCiE3/IEoVK8ZHUxxzlCMqKWLDpCEWKmjGnbGWYkS2ojQ6hrLIsOg4ROlJ07BpvD/F9hoWKoiIiC7maE5s/v/SsTYoKvtUUGqYmPZxhMuSTgsLFTTjVEnGfnMFgPFRFUR0xao83SgOjmLA7MSpOfNExyEiIkpZQyYn2qyFsKohLPJ2iY5DBODCiAr2p5geFiooKfZYKwEAG9ingmhaJlb72F1YC03iSzUREdGlTIyqWD7Ke08SryQ0jDnhUbgVC5qtc0THSUu8+6WkOGguRwQy6kLdcKgB0XGI0s7EtI/dRbWCkxAREaU+9qmgVHJ+2oe9EpokiQ2TpgyiA9Ds0KL6+Xqqx6PbJ3epcduKQV/LkhwW3b5IgS1u26fm4/jofKz0tWGN1IsXnXWQEmSQQyF9rnBE/wUQZQDZZNLvXFqj26WVh7Dk6XaEZAXPbqyDo13flNb1h4O6faqm6vYR0fRER0cvf8zISPKDEGWJyfeqal+/7hhF0d+XhioKAQCHCmKrzi0da4O0MCeueaE8OqY7L+r1JQjB62jWmjR6Vbbq/96BWX8fp1nN+n1GBSt8bQCAw64FkMf8+mOG9dcYNcHfReniGfXhaZ0nXaKIwxEVlDR7HdUAgPWeJsFJiNLL5rYGyNCwf341/Cb9BZCIiIjiDZucaLUVwaqGUOPtFh2HspmmnR/Zc5iNNKeNhQpKmolCxVpPE2RWqImmbGtLbFnSlyuXCE5CRESUPo64Yn8UrnBz+geJMz84iIKIB0MGO9othaLjpC0WKihpOo156DLmIkcNYFGAlW2iqZA1FVtaY/0pdrBQQURENGVHcscbanpaBSehbLbMHXv+HXNWAuxPMW0sVFDySBL22xcCANZx+gfRlNR6O+EK+tHqKkRbbpHoOERERGljolCx1NMGRdP3RiOaDcvGC2XHHOWCk6Q3FiooqfY5Yo2N1nqbBSchSg/rRs8C4GgKIiKiKzXRp8KihrHI2yU6DmUjTcPy8REVR52VYrOkORYqKKmO2soRlAxYFOhBbjRBd2UiisNCBRER0fRN9KlY7m4RG4Sy0pzwCIrCYxhVrGizcGTs1WChgpIqJBtx1BYb9rQ21CY4DVFqyw+5UePvgd9gxP55VaLjEBERpR32qSCRlvnaAQDHnRXQ2J/iqrBQQUl3fvpHkBcMoktZO9YIANg7vwYhg1FwGiIiovTDPhUk0jJv7I3ZY44KwUnSHwsVlHT77LFCxZpgO5cpJbqE9ePTPrgsKRER0fQMm5xosxSyTwUJscw3XqhwslBxtViooKTrMeWiw5QPhxbCknCP6DhEKUnRolg9Flsd5xUWKoiIiKbtyHgTQ/apoNlUGB5DaXgEXtmMZmuJ6Dhpj4UKmhX7xpcpXRtknwqiROo97bCrIbRaCtGVky86DhERUdo66qgEwD4VNLsmRlMcd5RDlfhn9tXid5BmxUSfinXsU0GU0MRqH/tcNYKTEBERpbej48Pu69mngmbR+f4UnPYxI1iooFlx3FqGgGRAVWQQBVGP6DhEKWeiP8XeHBYqiIiIrsaI0YF2cwGsahhVPk47ptkxMaLiKAsVM4KFCpoVYdmAw6b5ADj9g2iy4uAIKgP98MkmnHCUi45DRESU9o6PX0+XenjfScmXF/GgLDQEv2REo61UdJyMwEIFzZp95tgFg4UKonjrxpclPZizEBFZEZyGiIgo/R13xu47l7k57ZiSb6mvHQBw0jYfUYn3cjPBIDoAiaNF9XP2oh5v3LbS1q07Rikp0u1TS11x26E5Obpj9hpWAcdfwqpwB+TSfERkBbIhwVNweCT+sf0B/TGJGtRw6VNKIbLJpNsX2bxUt6/jeguW/rYFAPDEdcvRssYFe0f8MbkP7tWdpyb4/SWimSMp8TeaSoG+yW10cCjBifHXJy0SnuInnHRd4zWNspwaCul39vTrdhkdVt2+cJEDR4w1QAtQ72uHturN0Cb9jimNHbrzokPD085L6UMyGPX7TPH7pPxc3TFqvlO3L+owAwDqR2JL4R4trILsi3/uqt29+sfy+aacNx3cLN8Tt/2M+vBVPyZHVNCs6TPnotVSBLsaQr2XoyqIAMAYiWDDuVh/iperawWnISIiygzdljwMmHLgCvtQ5h8QHYcy3IqRFgDAkdwFYoNkEBYqaFbtdVUDuLDCAVG2W9N2DvZQCKeL56DXlSs6DhERUWaQJBzLjTU15PQPSqacsA8LfL0ISQacds4XHSdjsFBBs2rf+IoGa8aaBCchSg3XnG0AAOyo4WgKIiKimXTMVQkAWOrmSF5KnqWjLQCAUzllCMvsrDBTWKigWXXSUQa/bMRCfx8KQmOi4xAJd01jrFDxUs0SwUmIiIgyy7HcSgDAUo6ooCRaPl6oODJeGKOZwUIFzaqwbMBhZ2zuFkdVULYrDI5icW83vCYTDpRzTiMREdFMOmcvgdtgQUloFEXBEdFxKEMtGz0HADjm4r3cTGKhgmbd/pzxPhXjSzISZat1g7FeLXsW1CCcaAUcIiIimjZNknHCNdGngtM/aOZZI0FUe7oRhYxTOWWi42QUFipo1u0fb6i5aqwZMpdfoyy2bugMAOBl9qcgIiJKigt9Kjj9g2beEnc7FGg46yxFQNEvTU/Tx0IFzboecx46zPlwRgNYHNKvK0yUDWQ1ijXDsVFFL3FZUiIioqQ4yj4VlET1Y7Hn1YmcCsFJMg8LFSTExPSPtQFeNCg7LRnrgCMSwLmCInTkF4iOQ0RElJHOOOchKBlQ6e+HM+wTHYcyzNLR2N8yx1momHEsVJAQE9M/1rBQQVmK0z6IiIiSLyIb0OCYD4DLlNLMkjUVdWPtAIDjLhYqZhoLFSTEUUcFQpKCmnAvXFFWtyn7nC9UcNoHERFRUh13lgPg9A+aWQv9PbCqIXRYCjBscoqOk3FYqCAhgooJxxwVkAGsCraLjkM0q3JDHtS6OxGSDdhbWSU6DhERUUY77pxY+YOFCpo5Sz0cTZFMLFSQMJz+QdlqzVCsieYR1wIETOwQTURElEwnnWWIQkKNtxuWaFB0HMoQ9eOFihM55YKTZCYWKkiYiYaaawKtkDRNcBqi2bN+fNrHvoIawUmIiIgyn18xo8leCgUqlng6RMehTKBpqPfGep4cH18Cl2YWCxUkTJulEH2KA3mqHwvD/aLjEM0KSVOxdrxQsTd/keA0RERE2YF9KmgmzQmNoCDswajBhnZroeg4GckgOgClGE2N24x6vLpDFFlf3zJGovHnFefojlHN+qfb/pxq3DF8GGukHjTmxebqy6FQ3DGS0ag7Lzrm1meXJuWa9LUkPOZiJp+b6LxEj09ZS1KUuO3ohnrdMX0rLajraUdu2IfOnDwc2FyG4gMR3XGWx/bGbXO8EZF4mj+g37duqW6foWsw/pgE19Ho0PDlPyGvO0Q6alD/eyg36lfyMKrxQ/HDRXYcyV+IN/TsRp23A1GLAYrToX+sSb/naiDBNBH+HqaXBK+lst2mPyw3/m8XNV/fHFM1X/ibpG6sEwBwwjYfhhF/3HFaR3f8eQmuH5nuZvke3b5n1Iev6DE4ooKEOuCMFSfWupsEJyGaHVtbGwAAOysWA5IkOA0REVF2OOGKFS+WuNsha9HLHE10afVjsQLZSdt8wUkyFwsVJNQhRyWikFDn64Atmn3VRso+m1tPAwB2VHJZUiIiotkybHKiy5IPWzSEhZ5e0XEozU1MITphKxOcJHOxUEFC+RQLTtnmQ4GGVZ4W0XGIksoeDGB5dwsikoy9ZWykSURENJsmVmeYeDecaDqcYR8q/f0ISgY0WueIjpOxWKgg4Q44FwIAVnuaBSchSq4N7WdhVFUcLa2Ax2wVHYeIiCirHHdNFCrYUJOmr94dK3SddsxHWGbLx2RhoYKEO+CIFSrWuJsBLlNKGWzT+LSPnRWLBSchIiLKPidzKgAA9aMcUUHTN1GomBihQ8nBQgUJ12idgzHFijnhUZSGptAJnShNbWGhgoiISJgWezE8ihlzgiMoiHhEx6E0NdGf4rizQnCSzMZCBQmnSjIOOSoBAGs5/YMyVKl/EGWjgxix2HCihI2XiIiIZpsqyTg5/i74kmCX4DSUjoxqGIs8nVAh4aST93PJxEIFpYSJ6R+r3SxUUGZaN3wWALC7fBFUmS+9REREIkwUKuoDLFTQlVvk6YJJi6LFVgyPgf3Gkol3y5QSDo431FzhbYXCta0pA60ZbgQA7KxYJDgJERFR9jruig3X54gKmo7zy5I62Z8i2ViooJQwYMxBq7kQNjWEJWGubU2ZRVGjWDkSGy3E/hRERETiNDjnIwoJVaF+mNWw6DiUZurc7QBYqJgNLFRQyjg//SPUITgJ0cxa4m6HPRpEU34Jep15ouMQERFlLb/BjGbHHBigYlGIb47RFdA0LBkvVJxkoSLpWKiglHHQuQAAsCbULjgJ0cxaNxTrT8HRFEREROJNLCu5hH0q6ArMDQwhL+LFsNGObjPfeEo2FiooZRyzVyAkKaiO9CNH9YuOQzRj1o430nylkoUKIiIi0Sb6VNSxTwVdgTrP+GgKRxkgSYLTZD4WKihlBGUjTtjKIANYGeoUHYdoRuSEvajxdCEkGXBgXpXoOERERFnv/IiKYDckTROchtJFnbsNAHCKy5LOChYqKKUcGF/9g9M/KFOsHm6CDA3HXBUIGE2i4xAREWW9PnMuBhQHctQA5oeHRMehNMFGmrPLIDoApThN1e2Kjrl1+5Ro/JKiitmoOyZU4tTtUwvscdt7zPV4f8/zWBXpglaQB0gSpAH9BUS2WvSP5Q/o80+W4OuZkumeRxlJNiUoONRXx212b4ytrV33xDkAwAsrlsA8pn/XxvbUUd0+PtuIxNMmXdeibv21Tz50WrcvuLU+btvc0K07RnHoVxqIejxXGpGIAKihkG6f0t0Xt22wzdcdcyKvEtcNHMciuxvNpbGpmUZp0nu43fpmm2pwCvebV2Nyhky7B5389QEz+zVOenzZYtYfkmCf5nLEbauW+L9lrNEgKn29iEBGEwqgeGLPA6lP/3dKxOub9OAZ9jOcppvle67oeI6ooJRyzl6CIcWOoogb5aEB0XGIro6mYcu5BgDAKwtqBYchIiKiCRN9KpaOtQpOQumg1t0BBRqarCUIyfo3ZGnmsVBBKUWTZBx0jK/+4TknOA3R1aka7EWJZwz9difOFJWKjkNERETjTo73qagbaxOchNLB+f4UCUbnUHKwUEEp56A91qditadZcBKiq7PlXGxY+M7KxewOTURElEIa7aUIyEaU+weQE/aKjkMpbqI/xUkWKmYNCxWUcg46KgEAy31tMKoRsWGIrsKm1lihYlflIsFJiIiI6NWisoLTztgfnRxVQZciaSpqPR0AgFO2eYLTZA8WKijljBgcaDIXw6xFUO/j6h+UnoyRCNa2x0YF7apgoYKIiCjVnMyJLTO5ZIz3m3RxZf4B5ET8GDA40G/MER0na7BQQSnp0HifilXeFrFBiKZpZVcLbOEQTheVYsDBixoREVGqudCngoUKurgl49M+TtnmcyrvLGKhglLSQXusULHay4aalJ42tZwBwNEUREREqeqUMzaiotbdAZlLSNJF1L+6UEGzhoUKSknHbWUISQqqAj3IUf2i4xBdsS0t7E9BRESUykZMDnRb8mBVQ6jw9omOQylqyfiKHyftLFTMJhYqKCWFZCNO2MogA1gZ6hQdh+iKOCM+1PV0IKQo2F9WJToOERERXcTEqAo21KREHBE/Kv39CEkKmiwlouNkFRYqKGVNTP9YFeoQnIToyqx0t0CGhkPzFiBgNImOQ0RERBcx0adiog8B0avVumN/h5x1zENYNghOk11YqKCUdejVhQpNE5yGaOpWj8VW+9jJaR9EREQp7RRX/qBLqJ+Y9jE+8oZmT9IKFZIkFUuS1C5JUm2yPgdltiZLCUYUK0pUD+ZFR0XHIZoaTcNqdxMAYGflYsFhiIiI6FKa7HMQlA2o8PfDEWVfNIo3MdKGhYrZl5RChSRJRgA/AcDfdpo2TZJw2F4JAFjN6R+UJuYGhzAnNIphqx2nSuaJjkNERESXEJENOOuIXa8XB3sEp6FUImsqaj2xv0FOsVAx65I1ouLbAH4MoCtJj09Z4hD7VFCaWe2OTfvYXV4DTeLsOiIiolR3cnz6R22wW3ASSiXlvj7Yo0H0mHMxaMoRHSfrzPhdtCRJ7wbQr2naUzP92JR9DjpihYoV4U4oWlRwGqLLm+hPwWVJiYiI0sPEu+VLgnyPlS5YMjGawsFlSUVIxtt97wVwsyRJ2wGsBPAbSZLmTD5IkqT7JUnaL0nS/jCCSYhBmaDf6EKH4oJNC2NxmOtbU2qTNRUr3S0A2EiTiIgoXUw01Fwc7IHEBu40bomb0z5EmvE1VjRNu3bi4/FixYc0TdNN+NI07acAfgoAOVI+XxHSiabqdkW9vrhtpatXd4wpoh8RES516fcV2eO2D/bWYP7gfqwyD+PEnOUAAHloTJ9rcCg+Ziikjx6d5qiMREP4E3wfKANM+lnLVovukJG7V+j2jVZJWNV+DvZDQbTkF8HjyYPTE//SlvPQXt156nSfk0QknJrgOqM8dyD+GLP+NUQyGfUPNvk6w2sM0bSpbnfcttKuvy+N1F3447Pflos+swvFwVEUzgfaHMUAAKslwRLjrfrpyKp/BtvyZfrv/kx+fQnuzxW7Lf6QOcX6CFb9zzWcG/9arfgi5xtpnrbOgxRWIQ27dedFh0b0uTL9ZzhLOIGaUt5B50IAwKrxuf9EqWpz0xkAwCtVHE1BRESUTiZGVdSPtAlOQqnAFg2g3N+PsKSg0aabHECzIKmFCk3Ttmma1pDMz0GZ76ijElFIqPV1whYNiI5DdFGbm8cLFQu5LCkREVE6mShU1LFQQQAWebsgQ0OTbQ7CcoJRcJR0HFFBKc+nmNFgmw8FGpZ7WkXHIUrIHgxgRUcrIpKMvZVVouMQERHRFTiZUw6AhQqKmViWtMHOpeZFYaGC0sJBZ2z1j9Wc/kEpal1rEwyaimPzyuGxWEXHISIioitw1jkXYUnBAk8vbBGO4M12td7xQoWDjTRFYaGC0sL5PhWec4KTECW2aXzax86FNYKTEBER0ZUKKUY05pRChobaUX3DTMoimnZ+aVKOqBCHhQpKC2dsc+GVTSgLDqIwNCo6DpHOpuazAIBdC9lIk4iIKB2ddHH6BwElwRHkRbwYNdjQZc4XHSdrsVBBaSEqKTjmqAAArPK0iA1DNEmBbwyL+nvgM5pwZH6F6DhEREQ0DSdyY9fw+hH2RMtmdWOxZUkb7PMASRKcJnuxUEFp45CDy5RSalrXExtNsa9iIcKKQXAaIiIimo6Tua8aUaFpgtOQKLXnCxXzBSfJbixUUNo47KwEAKz0tPDiQSllXU+sPwWnfRAREaWvHmsehkwOuMI+zPUPiY5DgixxTzTSZKFCJBYqKG20moswZHAgP+JBeYQXD0oRmob14yMqdrJQQURElL4kCQ2u2CoPS9inIisZ1Ahq3F0A2EhTNBYqKH1IEg6NL1O6KsCLB6WGirE+FPtGMWB34GzxHNFxiIiI6Cqcyh0vVIy2C05CIlR5emDSImi3FMJr4HLzIrFQQWnlkGOiUMGLB6WGif4UuxfUQJP4kkpERJTOTp0fUcF7zWy0xB37uZ9ifwrheFdNaeXweKFiWbADihYVnIYIWN8d60/BaR9ERETpr8EV+wO1xt0FA+81s86SiUaaDk77EI2FCkorA6YctJkLYNPCWBzqFR2HspyiRrGmtwkAG2kSERFlAo/RhjZbIUxqBAsCfaLj0CyrHW+kecpeJjgJsVBBaWdimdKV7FNBgi0Z7IAjHECbsxDdrjzRcYiIiGgGnBpfpnSRv0twEppNOWEv5vsHEZCNOGcrFh0n6xku9g+SJF327UFN087MbBxKW5oatxn1eHWHKIqi22c06p+CoRJn3Haw2B63vQ+1eN3gPqzUevC/c/MvPH44HHec6vbocwaD+ujRKQzrm/T1UeaSTaa47fCmJbpjhuolAMDS52P9KV6uWwRl0lPL9cgB3XnqVJ5rRJQ+El0bJvWqkXNzdIdEevkuLdGMSfB7OHnGRqJ7QmO/fp9WHLsHPe2Yh1txENXyAILz4n+HzYN2/XmhUIIMvOYnmyRL+p2G+L8tNItRd0jUYdafJ0uo9XQCAM4650IaDWDyXy7q0LDuNC0S1u2jmXHRQgWAPQAOAUjwDAAArACQf5F/I0qaw3kLEYWEJZ52WKJBBJQELzZEs2Bz43h/impO+yAiIsoUp3K48kc2qhuNjdY+mVMuOAkBly5UPKJp2gcu9o+SJP0sCXmILstrtOKMfR6WeDuwzN2Kfbn8I5FmnzUUxKq2FqiShN1V1YD+zRQiIiJKQ82OUoQkBRW+ftgjAXgNFtGRaBbUjsX6UzTkzOd9XQq4aI+KiSKFJEmPSpJ0uyRJUqJ/JxLhkCvWp2L1aLPgJJSt1p5rhikaxbF58zFmtYmOQ0RERDMkLBvQ6JwLAFg82iE4Dc0KTUPtxNKkOWykmQqm0kzzGwBeA+CwJElflSSJY2FIuIPjhYpVLFSQIJubYv0pOO2DiIgo8zTkxJYprR3j9I9sMM8/CGckgAGTE/1ml+g4hCkUKjRNO6Bp2kcBbANQC+BsskMRXc4pRxkCshEL/b3IC7lFx6EstLkx9lK4q6pGcBIiIiKaaexTkV0mpn2czpkPSBdr0Uiz6bKFCkmSrpEk6ecAXgRwAkBV0lMRXUZYNuCYswIAsHLsnOA0lG3yvB7UdXciaDDgYEWl6DhEREQ0wxomChVj7YCmCU5DyTYx7aPBOV9wEpowlakfnwTwewArNE37Z03TOFGLUsLhnAUAgFVjnP5Bs2tDcyMA4EDFAgSNpsscTUREROmm01qAMYMV+SEPioOjouNQksWNqKCUMJVCxX0AygB8TZKkbZIkFSY5E9GUTDTUXDl6jpVumlWc9kFERJThJAkNrvE+FZz+kdEUNYpqTzcA4DRHVKSMqRQqfgygHMDNAJwAfpPURERT1GybgzHFijmhEcwJDouOQ1lkUxMLFURERJnu1Kunf1DGWuDrhUmNoMNaAI/RKjoOjZtKoaJK07R/AuDXNO0vANgGlVKCKsk4klMJgNM/aPYUB0ZQOTgAt9mC4/NYdSciIspUDa5YoaKWS5RmtFpP7OfbwGVJU8pUChWGiekekiQ5AajJjUQ0dYfPL1PKhpo0O1YPxfpT7FlYhaiiCE5DREREyTKxROmisQ7IalRwGkqWRZ5OABd+3pQaplKo+EcArwBYC2A3gK8nNRHRFTiUM96nYuwcJPapoFmwaqgJALCb0z6IiIgy2qjJgS5rHqxqGJXePtFxKEnOj6hgf4qUctlChaZpL2qathixKSD1mqY9Mwu5iKakw1KAfmMOciNeVEQGRcehTKdpWD1eqNjJQgUREVHGa2CfioxmjQZR4etHRJLR6CgVHYde5bKFCkmSPihJ0kEAL0qSdFKSpJOzkItoaiQJh12xZUpXhjoFh6FMV+HtQ0HIjX6HE2dL5oiOQ0REREk2Uahgn4rMVOPpggwNzfY5CCtG0XHoVaYy9eMTAN4AYNOr/iNKGYcnpn+EeAGh5Fp9ftpHNSBJgtMQERFRsp2aWKKUIyoyEvtTpC7DFI45CqBd0zR2kKGp0/Q9V1W3W7dPjuqfVkZDfP0sVOTQHeOfc2HpoF2uJUDzo1gW7oZc4ERUijU4lGV9HU4dGkkQdQq9LRJ8PZQE0hRqp1P9WUzhsWSj/iUwsrEubrt/mfn8x/XnYk1bj1hrkH8i/nmT9+djcdvRUGhqOYkos0x+jUpwLVKW1er2SX1DcduRXs6HJ5opqt+v26d06n/HDHZz3HYo14wzufMQlWRUevtgRBjRCv30ADkQ1H9Ony9uW0twz5tUie6D0vl+NsHXI5nN+n0FeXHboQK77piI9UIz9EXNXQCAs3IxjIMXfmZaj/75oSb4OVPyTGVExfMAmiVJel6SpBckSXo+2aGIrkS/NRdt9kLY1BAW+btFx6EMpahRrO2Irfixfw77UxAREWWDoGLCOXsxFE1FzViX6Dg0wyam9JyxzROchCabyoiKDwK4F8BIcqMQTd+BohqUewew0tOCUzYO3aKZt6SvAznBANpdBeh25IuOQ0RERLPktGs+qj09qB3twJkcNlzMFLlBD0r9w/ApJrSbC0THoUmmMqKiA8A+TdNOT/yX7FBEV+pAUTUAYKW3RWwQylgb2mKjKfaUcTQFERFRNmlwxRpqLh5jP7RMUjsa6zty2jUf6lSmH9OsmsqICjOAI5IkHQegAYCmaW9NaiqiK3SocCFUAEt8nTCrYQRldu2lmbWh/SwAYHc5CxVERETZpGGioeZoB8CBuxljyXihYqIQRallKoWKf016CqKrNGayo9lSgupAL+p8HTjkWCA6EmUQUySMVZ3NAIC9ZTWAV3AgIiIimjXNjjkIyQaU+QZgj/jhNVgvfxKlvCUjsULFKdd8II37jGaqi45xkSTpSQDQNO3Fyf+9+t+JUsVhRyUAYKWnRWgOyjwrultgiUZwurAUwzb9KjRERESUuaKygkZnrDfFIi8bamYETTvfSLMhlyMqUtGlJuPcIElS10X+6wawbZYyEk3JIXslAPapoJm3oT3Wn2Iv+1MQERFlpYnpH4u9nYKT0Ewo9Q/BFfZhyORAryVXdBxK4KJTPzRNM81mEKKrddxehghkVPt74Ij6OTqfZsz6NvanICIiymYNObFCBUdUZIaJaR8NrjJAkgSnoUTY3pQyRlA2ocE2Fwo0LPW2i45DGcIWCmBpbxsikowD86pExyEiIiIBzq/8wREVGWGikeapXHZHTVUsVFBGOczpHzTDVneeg1FVcaJkPrxmi+g4REREJEC7vRBexYyi8Bjywm7RcegqLR6NFZxOu1ioSFVXXKiQJMmcjCBEM2GioeYKT6vYIJQx1o8vS8r+FERERNlLk2ScyZkHAFjM6R9pTdZU1IzFChVcmjR1XWrVj4de9fHfv+qfnkhqIqKrcNo6FwHJgAXBfuRGfaLjUAbYwEIFERER4UJDzUWc/pHWyj19sEVD6LbmYdRkFx2HLuJSIyqKX/Xxa171MbuNUMoKywacsMUqo8tDvIjQ1ckJ+1Db14WQouDw3ErRcYiIiEggrvyRGSaWJeW0j9Q21akfry5OaMkIQjRTjjgqAAArgh2Ck1C6Wz7SDBkaDpdWImDkQkhERETZ7LTrVSt/aPyTKF0tHi9UTKzkQqnpUoUK7SIfE6W0iYaaLFTQ1Vo13AyA0z6IiIgI6LHkYcRggyviw5zQiOg4NE3nCxVc8SOlGS7xb/WSJD2I2GiKV39cNyvJKONo0ahun+rT95GQ23vitk3yXP1jKfr5ZP7KXADAcdUJT5sF8yKjKHTJ6De5Ljy2nKA21z9w2ayaOs0FcjR1eudlq8nfL+kqFiaa9FiyzaY7RC6fp9vXveXCyh7Ljp8DALy0ogb+kgvHzH+iX3dexOOZblIiymCR7h79zp4+3S7ZFD9qS7Zadceofv+M5SLKdtHRMd0+Q9dQ3LZiK9Ed05Bfho19p7HA2I+W0tg9qn0gX3ecFAzGbSe6D06qdL8HnXQPOPk1EgDk4iLdvkiJK37bqsRtG9QIasa6AQDnlGIYPeHYpxsYiTsumuj1Nt2/p2nmUn8F3AvgJwB+POnj+2YhF9G0RWUFRwoWAABWeFrEhqG0VegeQ9VAL7wmE47NZ0doIiIiAk7lxu4JakfaBSeh6Vjg7oVJi6DdWgivQV8QptRx0REVmqa9OJtBiGbSwYJqbOk9hRWeFjybv0J0HEpDG1pjq33sr1yIsOFSg8+IiIgoW0xMF6gd4RTjdDTRSPOMQz9im1LLVYyrJkpdBwurAQArPS1sdkTTsqGlEQCwq6pacBIiIiJKFQ3jIyoWj3RA5lSAtLN4bHzFDyf7U6Q6FiooI51zlmBEsaEoPIa5oaHLn0A0ycSIil1VbKRJREREMcMWJ3qtubBFQyjz6HtWUWpbzBEVaYOFCspImiTj6PgypSvZp4Ku0LyRQZSNDGHUYsWpufqGm0RERJS9JqZ/LBlmn4p0YoqGsdDdgygkNLJQkfJYqKCMddgx3lDT3SI2CKWdDS2x0RR7K6qhJlophoiIiLLW+ekfo+xTkU6q3N0waCrabMUIKPpVRCi18A6cMtYRZyUAYIW3BRL7VNAV2Djen2JPBftTEBERUbzTrthoy8UjnYKT0JWYaKR52snRFOmAhQrKWJ2mfPQbnciN+FAR0K9ZT5SQpp0fUbGnkv0piIiIKN7p8akfNaOdUNSo4DQ0VRf6U7CRZjpgoYIylyThiKMSALCCfSpoihYO9qHI68aA3YmmwhLRcYiIiCjFuE02dNryYVYjqHDzzbB0UTsa6yly2sn+Y+mAhQrKaEfG+1Ss8pwTnITSxfpXT/uQJMFpiIiIKBVNjKqoZZ+KtGCNBFHh6UdYUtBsnyM6Dk0BCxWU0Q6Pj6hY6mnjWtc0JRtaY4WKvexPQURERBcxsfLH4hEWKtJBzVgXZGhods5BWDaIjkNTwEIFZbR+kwtdpjw41CCq/D2i41CKkzQN68cLFXsqWaggIiKixM6PqGChIi2cn/bh4rSPdMFCBWU89qmgqaoI9iPP70W3MxdteYWi4xAREVGKOjP+B+/CsW4YNDbUTHWLR2MrtDS4ygQnoalioYIy3hFHBQAWKujyVvpaAIyPpmB/CiIiIroIr9GKdnthrKFmaEB0HLqMCyMquOJHumChgjLe0Yk+Fd42KKx40yUs97YBYH8KIiIiuryJPhU1wV7BSehSHGEf5vsGEZQNOOfgim7pgoUKynhDRifazAWwqmEsCnEJKUpM1lQs840XKtifgoiIiC5jok9FTYiFilS2aLQLANCYMxdRWRGchqaKLU9JKC2qH+Ggejxx23Jrl+4Ys1aq2xcsccRth3Mt5z8+VFCF8q5BLJf7cTJ/cfzjRyL6DMMj8TlV/TGY7ioiUoL6IFckSewqvi+yyRS/bbfpjml5Y9H5j+u72uFoCKIttwBdOfmAFttf86M23XmRNjbOIqKrkOC1TQ0G4rYlhTfTREmV4Pcw2hP/hpbJatEdI5U4z3/cpMTena+J9kMtcMYfNzIav53gnjfRfTDFTH4NlB12/UEWk26Xaoq/zzZ6I6gbiN3LnbXNhdEbgbFrRH/eUPw+TdWuLDDNOI6ooKxwOLcKALDC2yI2CKWsjS1nAXC1DyIiIpqaRvtcqJBQ6e+FMdGbWpQSFrljjTTPOLjiRzphoYKywuHcBQCAOm8HLySU0MSypOxPQURERFPhN5jRbi2EUVNR6ef0j1S1yDNeqHCyUJFOWKigrDBmtKPZXgKzFkGtr1N0HEoxhmgUa9qaAQB7KmoEpyEiIqJ0ccY5FwCwyKufqkziOcM+lAaGEZCNaLNx6fl0wkIFZY1DE9M/uEwpTbK0qw32cAhNBcUYcOSIjkNERERpYmI6QY2PhYpUVOOJ/VyaHKVQJfb+SScsVFDWmJj+wT4VNNmGiWkf7E9BREREV2CiUMERFamJ/SnSFwsVlDWO5C5AFBJqfZ0wq2HRcSiFbGiJFSp2V3LaBxEREU1dk6MUUUio9PfBxPvLlHO+P4VjruAkdKVYqKCs4TVY0WSdA6Omos7bLjoOpQhTJIxVHecAAHsrqgSnISIionQSUExosxZBgYaFvh7RcWiSGndspMtZNtJMOyxUUFY5aq8AwD4VdMGKjlZYIhE0FJdixOYQHYeIiIjSzFlb7N36Gl+34CT0ajlhH0qDw/CzkWZaYqGCssphRyUAYIW3VWwQShnsT0FERERX44ydK3+koprx/hRspJmeWKigrHLCXoYoJCzydcEaDYqOQylgoj8FlyUlIiKi6ThrKwXAlT9SzUQjzbNspJmWWKigrOJXzDhtmwcFGpayT0XWs4RDWN7ZiqgkYR/7UxAREdE0NNvmIAoJ5f5+mKMh0XFo3PkVP9ifIi2xUEFZ54iDfSooZlV7C0xqFKfmzIPbYhUdh4iIiNJQSDaixVoMBRqq2FAzZVxYmpQrfqQjFioo65xvqOltERuEhFvfOjHtg/0piIiIaPrO2icaanL6RyrICXkxJzACv2xEu61IdByaBhYqKOuctJchLMmo8vfAEfGLjkMCsZEmERERzYQLfSq48kcqWHS+keZcqBL/5E1H/KlR1gnKRjTY5kEGsNTbJjoOCWJRw1ja1YaIJONA2ULRcYiIiCiNnV+ilCt/pIRF7tjPgdM+0pdBdACiybRoNG47OubWHaO0S7p9JmN8oxxfmUN3TCjXCADYH1yMZafbUad0Y9f8et1xUiB+RRAZ+pEXajiSIP0UaOr0zqOYBFVxSdEvOSUvKI/bbnttcdz21uZTMD6i4nBFGQbLTABiP5fabzTGHRfpH7jKwEREV27ytfBqPKM+rNt3s3xP0s4jSldaJBy/3ae/B1DLc3X7InYjGvIqET0toywwAClXgVY1P+4Y+Uyr7ryox5sgRIbfJya6j5P19/WyxRy3rRUX6I6JFNj0+yyxe8IaX2xERaOxBIon/r5e7enTnacGA5cITTMh0TVFkvQ/+wkcUUFZ6WBhbIWHVQNNgpOQKOvbYgWJXTWc9kFERERXJ6QYcc5REmuo6eaoCtEWjY4vTTo+JYfSDwsVlJVO5pUjKBtQM9YNZ8QnOg4JMFGo2M1CBREREc2AMzmx0b2LxjoFJ8lurqAHcwIj8CkmdFj0IzEoPbBQQVkppBhxIj82NWC5u0VsGJp1jqAfdb0dCMsy9i+sFB2HiIiIMsBEoWLxKAsVIi0eLxQ15rCRZjrjT46y1qHx6R8rWKjIOmvam6FoGo5UlMNnNl/+BCIiIqLL4IiK1DAx7eN0zrzLHEmpjIUKyloHC2ND/leMnROchGbbhWkfVYKTEBERUaZoyilFFBIqPL0wR0Oi42St2rEOAMAZ1/zLHEmpjIUKylqncssQUIyoDPTDFfaIjkOziI00iYiIaKYFFRNaxxtqLvD3io6TtRaNxgoVp10cUZHOWKigrBVWDDiWXwmA0z+yicvvRW1fF0KKggMLKkXHISIiogwyMf2jxtctOEl2cgU9KAmMwqeY0G4vEh2HrgILFZTV2Kci+6zpaIYMDUdKKxA0GUXHISIiogwy8S5+jZdLlIrARpqZgz89ymoHzxcq2KciW0xM+9hbzmkfRERENLM4okKsiUaaZ9hIM+2xUEFZrSF3PvyyEWWBQeSHxkTHoVnAQgURERElS2PO3FhDTX8fTGpYdJyss/h8I00WKtIdCxWU1f5/e3ceJ9dV33n/+6veu9Wrulutfd9lSbZlW96FFzAQIECckAR4IAkkIcxMgEyekA3mNWR7hicbTIaQDA9kYSB2SCAsxjZGxptsyYtsLa19bW0ttVq9b1Xn+ePelrr6ltTVraq6t6o/79dLL/U9de6tX9Wpqr7163N+Nx4r0q4ZCyWx/GM6qO/r0cr20xooLtbOOYvCDgcAABSYwaJSHZ/R7BXU7KOgZq4t7/KW3HBp0vxHogLT3s7qRZJIVEwHt5w4JEl6bc5iDRcXhxwNAAAoRPsuL/+gTkUu1Qz3aXb/RQ3ESiikWQBIVGDa21mzWBJ1KqYDln0AAIBs218zTxJ1KnJtec9oIc3ZiseKQo4G1ysriQozKzKzr5jZc2b2rJmty8b9AJlwsLJFvUVlmjN4UU1Dl8IOB1l0C4kKAACQZfu58kcolvd4z/f+2nkhR4JMyNaMindIknPuTkm/L+mPsnQ/wHVLWJHe8OtUrGf5R8Ga2dutZRfOqq+kVLtmzw87HAAAUKAOVvsFNQfaVUJBzZwZTVRQn6IwZGWRtnPu383su/7mQkmd2bgfTBMuEWhK9PQG2mKHTiZtl5cvDvTpWlwRaBtYV60XbJU2b9+vVUUn9ci6u9Sg5C+ysQvdgf3s/IVgXP3940J3gT5KdU3nFI8xY/uFYXysqeKc4rWtY6WlgbaRzWsCbadvKk/avr/tVUnSywsXq6/B++hb8q2hwH7xjotTigsAourB2MMZ2++JxCMZOz48PKfRFe8Knv+VHTofaLt0y+yk7SFV6Hh1sxZ3n9XcqkvaW79A5UWLAvvFdh4ItCUGB5IbMnn+l+tzyTTP9SzFuZ3NS35OhxurAn1655QlbS97xVtqc1RNKrs4KEmKtbUH9hvpHwi0Ifsm+7mWtRoVzrkRM/uapC9I+uds3Q+QCS+3LJUk3XzmUMiRIFtuO+wv+1iyNORIAABAodvnL/9Y0dkWciTTQ/VQn+b2dmjQinWskkKahSCrxTSdc/+XpBWS/s7MktJgZvZRM9thZjuGNZjNMIAJHaifo67SCs3t6dDs7o6ww0EW3HbES0JtW0x9CgAAkF3767w6CSsvnZygJzJhZYeXEDpc1aKEUUizEGSrmOYHzOzT/mafpIT/7zLn3Jedc5ucc5tKVBY4BpBLiVhMr8xaIkm6+czBkKNBpjX1XNKS8+fUU1qm3XOpTwEAALKLGRW5tfKilxA6WDV7gp7IF9maUfEtSTea2U8k/VDSbzrn+ifYBwjVKy3eX9pZ/lF4bjnhJZ9eWbhYI0Vk2QEAQHYdqJ2rhExLus+oNE5BzWxb1eElKg5UzQk5EmRKtopp9kr62WwcG8iWHbO9RMWmMwelOieZhRwRMmU0UbFtCcs+AABA9g0Ul+r4jCYt6jmnxd1ndEyNYYdU0FZe9Gau7CdRUTCyWqMCyCcH61vUWVaplt5OtQxx5YdCcstJb5bMiyQqAABAjuz3l3+sZPlHVlUN9Wt+z3kNxYp0rKI57HCQISQqAJ+zmF7xr/6xoetouMEgY2Z1d2ph53l1l5Vrz2yuqw0AAHJjX51fp+ISiYpsGp1NcbButuIxlvgWChIVwBijlynd0H0k5EiQKaPLPnYsWqI49SkAAECOjM6oWE6iIqtGC2nuq58XciTIJBIVwBgv+wU1N3QflZwLNxhkxK1+ooJlHwAAIJcO+ImKpV2nVZwYCTmawrXKvzRpawOJikJCogIY41BdizrKZ6hxuFtzBjvCDgcZcMtJv5DmYhIVAAAgd/pKynWiqlGlibgW9LeHHU7BYkZFYSJRAYxlxvKPAjK7q0PzLnWoq6xCrbOpAg0AAHLrcp2K3lMhR1KYKocHtLC7XcOxIh2ubQk7HGQQiQpgnMsFNbuPhhsIrtvoso+X5y1RIsbHHQAAyK3ROhXLek+HHElhWuEX0jxU26LhouKQo0EmceYOjLPDr1OxnjoVee+WE95lSV+az7IPAACQe/trveUIy0lUZMUqP1HRyrKPgkOiAhjnaG2zOoqrNHO4R/MHzocdDqbKuctX/CBRAQAAwrC/1lt6uqTvjGIuHnI0hWdlh1efYn8Dl6AvNCQqgPHM9Hr1Ikks/8hn8y51aE73RXWWV+pA4+ywwwEAANNQT2ml2iobVOZGtKCfP4BlGoU0CxcLeZCX3MhwoC3R05O0XXzgZKBPbTxYULF3bkWg7dWmZdpycbfWDRzXv1ffqdLe0mAQZsGm4pLkhhRxusQUl5O4xNT2C0M6sabqY8m501hp8HmPzQsmHSwePNaGngOSpBeXL1XvPFPDruDzXvzCrkBbIs5fOwBAkp5IPBJoezD2cAiRFLZ0ntPRsdiyZYu3vfURxiIXUpyrJM4Fr95RfbAq0DY0s/LyzwdmzNXcvg4tdu3aX7fgcntFS1PwLtvOJG+nOJecsmyfS9rEfwOPVZQH2+rrAm3DjcnPaby8KNCntr1PC7vaNWIxnXBNKrs4oqKTycmg+IUUV/HLp3PqaYwZFUAKr9V7BTU3XjxMnYo8ddshrz7FtqVLQ44EAABMZ/tr/Ct/dLWFHElhWdZ9SjE5HZ0xS0NFJRPvgLxCogJI4WTFTJ0vrVH9cK8W9p0LOxxMlnPafNCrT7FtGfUpAABAeA7UeDN6SVRk1nL/+dxfwyXoCxGJCiAVM71Wv1iSP6sCeWXuwAXNvnRJF6qqdGDWrLDDAQAA09j+av8Spd2nFGPZQcas6DolSdpfQ32KQkSiAriKnXVLJEkbO0lU5JuNnUckSS8uXSoX42MOAACEp6u0SmfK61QRH9a8XgpqZsoKZlQUNM7ggat4td5LVGzoPCKjTkVe2XDJS1Sw7AMAAETBaJ2KlSz/yIjS+LAW9Z5TXKZD1VzdrRCRqACu4nR5g86W1ap2uE8LB4MVnhFRzmmDPwuGRAUAAIiC0ToVy0lUZMSSnjMqcgkdn9GswaIUV+dD3iNRAVyN2eXlHxv6joUcDNI1v/+8Zg73qL26Woeam8MOBwAAQPv8OgoU1MwMln0UPhIVwDW85i//WN9LoiJfjNYUeXHpUsks5GgAAADGzqg4JaOg5nW7csWPuSFHgmwhUQFcw2v+jIob+k5QpyJPUJ8CAABEzcWyarWX1agqPqi5fRfCDifvXbniB4mKQkWiAriGsxX1Ol1er+rEgJYMng07HEzEuSuJiqVLQw4GAADgitEv1aNfsjE1JYkRLe45o4RMB6tZ+lGoSFQAE9hZt1iStL73eMiRYCIL+86pfrhX50urdaSpKexwAAAALruSqKBOxfVY1HNWJS6uk1WN6i8uCzscZAmJCmACo3UqKKgZfRv92RQ7axdTnwIAAETKfq78kRGXC2kym6KgkagAJjBap2Jd3wnFKH4UaRs6vUTF6JgBAABExf6xV/6g9tmUXS6kWUt9ikJGogKYQHt5nU6V1KkqMailA9SpiCpzicv1KXbWLg45GgAAgGQXyqrVUTpD1SMDmt3fEXY4eetyIc1qEhWFjEQFkIbXKxdKktaz/COyFvWdU+1In86V1uhUeUPY4QAAACQzo6DmdSpKxLW057Qk6WANSz8KGYkKIA2vVy2QJG3oJVERVRs7D0uSdtYtoT4FAACIJApqXp+FvedUmhhRW8VM9ZRUhB0Osqg47ABQmKy4JNDmRoazep8uHk/ajl+8FOhT1BasDFxW2RJo656f3O+Zmo367W//h9YMtqn7hjrFY0WqqSwN7Bc7nXxd7ERHZzDQcXF6sQe7Tdn4OhqWZj4ym/U3UsRgsWAyIVaR/AvHZgWv3NF+T3C82u8c0dIvekmkH759mQ7cVaL6V5KPX/9P2wP7JbL8mgSAfPZg7OFA2xOJR9Lqh8wafY53ut1J28i9RP9AoK3oSHB2RKwmuV5Wf5N33rinZb50WFrWd0rDKx4I7Fcy7viJzuD5bGJ4JBjYVM/jUp0npnEumeo8ziWS625YUVGgT6y+LtAWnzsz0NazIPmcsKTHO1le2u7NpthXP1dl5/sD+yXOJy+pGf/9APmDGRVAGs5X1OpYdZOqRga18uLJsMPBOJZIaPM+b0bFtpVLQ44GAAAgtX31XkHNlRdPUlBzClZ2eufh++qoT1HoSFQAaXq12fsCfPPZQyFHgvHWnDitur5+nZhZrxNN1KcAAADRdLaiTp2llaob6lPzYHC2BK5txSWu+DFdkKgA0vSyn6i46dzBkCPBeLe3esmjF1ZxWVIAABBhZtrvz6pY1kNBzcmIuYSWXfKv+MGMioJHogJI0yt+omJD+xEVx1OsDURobveXfbywimUfAAAg2lr9RMUKEhWTsqC7XRXxYZ2uqFdXaVXY4SDLSFQAaeqoqNGRmmZVxIe1puNE2OHAV5SI6zYSFQAAIE+M1ldYTqJiUi4v+2A2xbRAogKYhFeal0mSbjpHnYqoWHWhTdUDgzrSPFOnG+rCDgcAAOCaRgtqLu85RUHNSRgtpEl9iumBRAUwCTtmeYmKm88eCDkSjNp02qsZwmwKAACQD05VNai7pFwNwz2aOdQddjh5Y3RGBVf8mB5IVACTMHrljxvOH1NJgjoVUXAziQoAAJBPzC4vX6CgZnrMJbR8tJAmMyqmBRIVwCRcKqvSgbrZKkuMaHXvybDDmfaKEnFtPHtEkrRtJVf8AAAA+YGCmpMzr/eCqkYGda68VhfLq8MOBzlAogKYpNE6FRu6j4QcCda2H1flyJAOzm7SubqasMMBAABIy/6xdSowoRV+fQqWfUwfJCqASXp59DKl3UfDDQTadNoravrCSpZ9AACA/NFKomJSVo5e8YNlH9MGiQpgkl5rXqKETKt6T6osMRx2ONPaaH2K56lPAQAA8sjJGTPVV1SqpqEu1Q31hB1O5K3o5NKk0w2JCmCSuksrtb9+jkpcQmt6ToQdzrRVEh/RhnN+fYpV1KcAAAD5w1lMB6tmS2JWxYScu5yo2MeMimmDRAUwBdSpCN+69mMqj4/oYH2LOqpnhB0OAADApByY4X3pJlFxbXN7Lqh6ZEAXyqp1oaI27HCQIyQqgCl4eRZ1KsK2yV/2sWP2spAjAQAAmLwDM5hRkY6VHSz7mI6Kww4AhcmNBGs3WFFRsF88nr0YUhzbdQfXAJa1tgXaivuak7a7llQmbb86a4lGLKYVfaek5iL1F5dLkspLkh9jbHAwcGyLJ4Jx9fdPGL9LuECflGxc/tEF7y/QJ9390rm/FGKlpcHdKsqDbXXJWfLTb5kd6NM/y/t/41NeIc1n1i/TrKeDH2V1/2d70naq1yQAZNxUP0vzxIOxh8MOIboyOPZPJB5J2b5lyxbv9q2PMBZhSTGu8UtdgbbSXceStofuCv5h5ZU1S6T90tKB07q0tEKSVD/UktQndnAksF+spzcYVjrnjRk8t0t1/FhJ8vmYVVYG+mhGsG2wIXhOONaqDm+p9eFYsypPXnnssWNnAn1HhoaSG1I9lgL7XC5UzKgApqCvpFz7auep2CW0/sLRsMOZdsqGh3TjiaNKmGn7IgppAgCA/HOsplkDRSWa03tRtQPB5AM8qzq8S5MeqAz+AQuFi0QFMEWvNnpfkG+8cCjkSKafG08cU2k8rtZZc3SpsirscAAAACYtEYtpf8McSdJK/8s4xnHu8tKPgyQqphUSFcAUvTrTT1ScJ1GRa7cd8epTvLiY+hQAACB/7Z05T5K0+jyJilRm915U7VCfOosr1V5SE3Y4yCESFcAUvdGwSMNWpBWX2lQ1HKwxgezZfPiAJGnbEhIVAAAgf7X6iYrRWQNINjrT5GDlbMks5GiQSyQqgCkaKC7V3rr5KpLTxguHww5n2qgcHNQNbcc1Eotp+0LqUwAAgPy1t3G+JGn1BWZUpEJ9iumLRAVwHV5pZPlHrt18/LBKEgntmjNPveXXrhINAAAQZUdrmzVQVKx53RdUPdgXdjiRQ32K6YtEBXAdXmn0lh7cREHNnNl8mPoUAACgMMRjRTpQ7xXUXMWsimTOXV76caByTsjBINdIVADXYU/9Ag3GirWs67RqB7msVC5sPuLXp1i8PORIAAAArl9ro1engkRFsqb+S2oY7NGl0gqdLa0NOxzkGIkK4DoMFZVoV8MiSdJGZlVkXfVAn9acbtNQUZFeWbA47HAAAACu2+Urf5CoSDKauNnXMI9CmtMQiQrgOr3iX6b0JupUZN3Npw4r5pxem7dQA6WlYYcDAABw3VpnegU1mVGRbOXFMYkKTDskKoDrdLlOxfmDIUdS+G5t85Z9UJ8CAAAUisN1szQYK9b87guqGuGS96NGEzetJCqmJRIVwHVqrZunvqJSLext18yhrrDDKWi3nPTrUyyhPgUAACgM8ViRDjR4xSKX9Z4JOZroWHnRu+IHMyqmJxIVwHWKx4q0c+YSSdLGS0dCjqZw1fd1a3nHGfWXlGjnvIVhhwMAAJAxrTPnSpKW950KOZJomNnfpab+LnWXlOvkjJlhh4MQkKgAMuCVRq9OxYYuEhXZckubVwPk5QWLNVxcHHI0AAAAmdPqF9Rc3kuiQqKQJkhUABkxWqdiY9fhkCMpXLdQnwIAABSovZcTFadDjiQaVneckER9iumMP0siZ1w8nuM7TASa4pcuBdpi/cGiRUVVlUnbpc3lgT7d86+8fV6dN1+XXqxQy2CnKlsGdNqfolZduiiwX8mx9kCblZYE2hK9fckNQ8OBPqkeo0u45GMXFU3YR5IsZuP6BPOY4/v4jcGmcY8nNqMq0CcxrznQ1n5T8jWyL9505THf/KiXqHi5ablKO5P3q/s/OwLHciMpni8AyLYUn8uYJjI49g/GHk7ZvtPtvubtCEmq87GhoaTtitN9gT59TdWXfz7YNFtDsSLNG7igxLyYeksrJEk1I3MC+9nRFLMuesedz6Y473YpTsVTndulOk8M7Jfi/NLKypK3m4JLNrrXBNv6G4LHWvm6X0hz5jw5k2IXgnXg4p2dwcD4DC4YzKgAMsBZTDvmeH/p33SGq39kWktHp5acPa/u8jLtmUVmHQAAFJaRouLLBTVX+EUkp7NVHV6iYq9/6VZMPyQqgAzZPm80UXEg5EgKz+2t3pKaF1cuUTwWzLoDAADku72N3h9jVk7zREVj7yUKaYJEBZAp2+d6l8zcdOag5CaeMof03dHqzVJ5YeWSkCMBAADIjlY/UTE6m2C6Wn2eQpogUQFkzOH6WbpQXq3GgW4t7DoXdjiFwzndsde74sfzqymkCQAACtNeEhWSpNXnvUKaowVGMT2RqAAyxUw7WqhTkWnzz3doXkenLlZVau+8lrDDAQAAyIpDDbM1HCvS/O7zqhweCDuc0KzxZ1RwxY/pjUQFkEE7ZvmJirMkKjLlzj3+so9VS+RifGQBAIDCNFxUrEO1LYrJTeuCmqMzKloppDmtcdYPZNDL/oyKm88clHF5pIy4c6+XqHiOZR8AAKDAjc4iWNUxPRMVjb2X1NjfTSFNkKgAMqltxkydrqpX7VCfll9McY1rTIolErqj1atPQaICAAAUun1+omLFxelZp2LN5dkUFNKc7khUAJk0pk7FLVym9LqtbDurxu5enaqv1ZFZjWGHAwAAkFWt9dO7oOZq6lPAR6ICyLCXWlZIoqBmJiQt+yCrDgAACtyhOq+g5sKudlUMD4YdTs6RqMAoEhVAho3OqLjx7GEVJ0ZCjia/UZ8CAABMJ9O6oKZzYy5NSiHN6Y5EBZBhHRU1OlTboor4kFZ3nQg7nLxVnIjrtn2HJZGoAAAA00drg/clffU0W/7R1OcV0uwqrVAbhTSnPRIVQBbsaFkuSbqx81DIkeSvteeOa8bgkA7ObtK5+pqwwwEAAMiJvZev/DG9/uB1edlHI4U0QaICyIrt/vKPmzoPhxxJ/rr11H5JzKYAAADTy+iMiulWUHM0UbF3JvUpQKICyIpXZi3ViMW0qvuEKkamXyGkTLilzbtqCokKAAAwnRyunaXBWLEWdrerMj4Qdjg5M3pp0r1N1KeAVBx2AEBOWTA3lxhOUfDyxKmkzaqi4H7DlcHLZQ7Wef06Vak9zfO1/uwxLao7pWcXrbncp7mvLrBf7GJPMNTxccUTwThVFGyKx1P0G3fsFLtZbNwUO3OBPrHyskCbSwTjilVVJvdpCT5X/XOrAm0X7vKSOhWDQ7rhK8cUN9OOmStV0l5yuc+8bwRnqYyMDAfaAAA5kuJ3q1yq31lIKdfPH+OVE/Ge3qTt4hPtgT41NcHzqkuLSzWoUu2fOUc3tB/X3LpLeqW5KalP7bnKwH7jzxNdb1+gS+Bcz2sMNMVKJl52YWXB2K02eanuSOOMQJ/B2uD9xcskOadV/oyKXXPmqfZA8rlxov1CYD+Xxjkv8hczKoAseWmuV6fiNn9mANJ3y/6jKo3HtXvuPHVVpvhlDAAAUMBGZxVMlzoVzb1+Ic2yCp2soZAmSFQAWTOaqLj15P6QI8k/d+zxipC+sHR5yJEAAADk3p7RRMXF6VGnYs0573HuaaKQJjwkKoAseX3WIg0UFWvFhdOq7+sOO5y8cufug5Kk55eRqAAAANPPniavoOTqaTKjYnX7aH0KCmnCQ6ICyJKh4hK9NnuJJOnWtoMhR5M/anv6tPb4aQ0WF+nlhYvDDgcAACDnjtTNUn9Rieb2dqhmsHfiHfLcmnb/ih8U0oSPRAWQRS/OY/nHZN2+97BizumVZQs1UFoadjgAAAA5F48VaV/jXEnTYPmHc1pzzptRsaeZGRXwkKgAsuileSskSbdSUDNtd+7xZp88t2ZpyJEAAACE53Kdio7CTlTM7r6omf096iyrpJAmLiNRAWRRa+NcdZVVaF5Xh+ZeCl5WCUGjhTSfX0uiAgAATF97G0cLahZ2nYq1/myK3bPmU0gTl5GoALIoEYtp+5xlkqRb21j+MZHZFzq19Mx5dZeX6fVFTP0DAADT13S58scav5Dm7uYFIUeCKCFRAWTZS36dittOsvxjInf5V/vYtnqJRoqLQo4GAAAgPMdqm9RbXKaWvk7VDxTuFeTWnh1NVFBIE1eQqACy7MXROhUnD8hcIuRoou3uXV4y55m1y0KOBAAAIFyJWEz76wu7oKa5BDMqkBKJCiDLjtU16fSMetUP9Grl+VNhhxNZ5hK6069P8ey65SFHAwAAEL699aMFNQuzTsWCrvOqHhrQ2apana+qCTscRAiJCiDbzLRtvjerYvOJfSEHE13Luk5rZnev2hpqdbilMexwAAAAQtfa4NXsKtQZFWvOs+wDqZGoAHJgm7/8Y/NJCmpezaZz3rKPZ9ctp+IzAACAxs6oKNBEBcs+cBUkKoAceGneciVkuvHUYZXFh8IOJ5I2tfuJCupTAAAASJLaZsxUd0m5mga61Nh/KexwMm7N+eOS/EuTAmOQqAByoLNihlqb5qo0Ede6nuNhhxM5pfFhre84Ikl6bs3SkKMBAACICDO1FuisiqJEXCs62iRJu5tIVCAZiQogR0aXf9zUdSjkSKJn/YUjKkuMaNfCOeqomRF2OAAAAJFxpU5FYRXUXHrxjMrjIzpe26ju8sqww0HEFGf6gGZWIukrkhZJKpP0OefcdzJ9P8CUpHl5UDcynLzddibQp6aqLNDWcUNyteKe+VdqLTy9bqV+6dWntD5+VKfuTe7X/Epp4FhFDdXJ26cvBANNBB+P6+kN9hsvliJHGY8nd6msmPg4kqyhLtA2Up/8y+bsbVWBPsN3d13+ee0/7JEkPbN6hTRYdLl9+V8cCB77XHtacQFIg6X4LOAyypgsXjOppfv+yvXzx3jlxrjnOd4ePI8r6WoKtvWVJG13z43p1d4F+kCrtKLvpLrnxlSybk5gv8oD55O2Y0UpXn9Dw8G2VMbVCrPS4HmqUpz/9S1tSNruWlwS6DMy5vR5+Qkv8dJaM1+V55Kfr6JjZ5P36x+4VsQoQNmYUfF+SRecc3dLekjSF7NwH0DeeXXeYvWVlGrF+dOa2ds18Q7TyO07D0uSnlnNZUkBAADGeqPFKzS57sxxybmQo8mcdWe8RMXeBpZ9ICgbiYpHJP2B/7NJGsnCfQB5Z7i4WDsWLJEk3X6Mq3+Maujs0ZojZzRQWqyXly0KOxwAAIBIOVNdp/OV1aob6NP8S+cn3iFPrD1LogJXl/FEhXOuxznXbWbVkh6V9PuZvg8gXz2/ZKUkaTOJistuf92bTbFjzUINlgSnCAIAAExrZpdnVdxwpjCKspeNDGn5+dOKm2l/XXApC5CVYppmNl/SjyX9o3Pu61fp81Ez22FmO4Y1mI0wgMh5folXUPP2Y/sLaure9bjDX/bx/PolIUcCAAAQTZcTFacLI1Gx6twpFbuEDs1s0UBxsO4bkPFEhZnNkvS4pP/bOfeVq/Vzzn3ZObfJObepRLw4MT0caGrRuaoaNfd2admFYIHOacc53bHTuwrK8xu4LCkAAEAqb7QslCTdcLYwEhVr/cexaxbLPpBaNmZU/K6kekl/YGZb/X/pXT4AKHRmemHhmFkV09yStvNq6ejW+doq7V/YHHY4AAAAkbTb/0K/6lybihP5XwJwtJDmrlkLQo4EUZWNGhX/xTnX4pzbMuZff6bvB8hX2/xExR1H94UcSfhGZ1O8sH6JXKpLpgIAAEDd5RU6Ut+ssviIlnbn/6zcdX4hzd0tzKhAanwzAHJsdEbFzScPqWQk/zPi1+NyfYoN1KcAAAC4ltf9OhWrO/N7+ceMwX4tvnhOQ0VF2t84O+xwEFEkKoAcu1BVo31Ns1UxMqyNp46EHU5oSoZHdNsb3uN/buOykKMBAACItl2jiYpLJ0KO5PqsOXtSktTaNFcjRcUhR4OoIlEBhOCFBd5lSu+cxss/bt57XJWDw9q7aJbaG6rDDgcAACDSXvcLaq7uzO9ExTq/kOZuCmniGkhUACF4bvEqSdKdR1tDjiQ8d79yQJL07I3MpgAAAJjI/qbZGiwq1sLeds0Yzt8SgDecGb3iB4U0cXUkKoAQvDx3ifqKS7Wq/ZSaei6FHU4o7n71oCTpGRIVAAAAExopKlZr81xJ0qp8Xf7hnDacOipJ2jlnYbixINJIVAAhGC4u1ksLvC/odx6ZfrMqZnVf1PIT7eotL9VrK5n2BwAAkI43/FkIqzpPhhzJ1LR0d6qpr1ud5ZU6VtcUdjiIMBIVQEieXbxaknTXNFz+MVqb44X1SzRcQhElAACAdLwx20tUrLmUn1f+2HD6mCTp9dkLJbOQo0GUkagAQvLcIq9Oxe3H9iuWiIccTW6N1uZg2QcAAED63mgZnVFxQnIu5Ggmb8Ppo5KuFAYFroY/ZQIpuHhy4iDRHyxYZHsPB9pmDid/6A5VNwT6jFR4/x+fOVNH6pu0+GK75lef086WxUn9ZpxJfntWDNUGY7jUE2xrmpnc0B3so5KSYNvgUPL2jKpgn6KiQFO8tiLQdu6W5H17Flz5RVocj2vzyf2SpB83btDQkStX/FjxjeRYR861B2MAkDkuEXYEwLVZir+p5cvrNl/iDEM+j+sUuZHhQFvRnuBl6quqViZtD9aWJW2fqmhUZ1mlZg72aEZ9j07755qll2qS+hXHUzyfg4PBuFK02fjzxBTnjfGG4HniwMzkc9fhymAIG056Myr2Vi9Qead3fli7LVhvI3Gxc1yghf36QBAzKoAQPbvEm1Vxx8m9IUeSOzcePabqgQEdbG5WW0MwkQMAAICrMNPuZm9Wxdr2/Fr+UTIyolUXTioh0+4mrviBayNRAYTo2dHLlJ6YPnUq7mn1HutPVq0KORIAAID8s8v/kr/uXH4lKla1t6k0EdeRulnqLQ3OyAXGIlEBhGj7/KUaKC7W6gsn1dDXHXY4OXFPq1dI8ycrV07QEwAAAOPtas7PRMXoZUnfYDYF0kCiAgjRYEmpts/3Ckre3lb4syoau7t1w8mT6i8p0YtLl4YdDgAAQN4ZXfqx+vxJFeVRQfYNp7z6FLuaKaSJiZGoAEL2zOU6FYWfqLjLn03x4rKlGkpV0BMAAADX1Fk+QyeqZ6piZEhLLp4JO5y0rfcvTbqriUQFJkaiAgjZM4tXS5I2n9ynWKKwKxrf69eneJr6FAAAAFM2uvxj/dljIUeSnsaeLs3tuqiekjIdqZ0VdjjIAyQqgJAdr2/UyeqZqhvs05rz+bXWcDJiiYTu3ufXpyBRAQAAMGWvz1okSVp/9miocaRrdDbF7qYFSsT4CoqJ8SoBwmam5+b7yz8K+Oof606cVENvn443NOhIU2PY4QAAAOStnS2LJUkbzx4JOZL0jBbSZNkH0kWiAoiAF+b5lykt4DoV9+3ZI0n6yepVklnI0QAAAOSvAw2z1VdcqvldF/LiynGjMyreIFGBNJGoACJg++xlGooVaU37CdX194QdTlbct9tLVPxo7ZqQIwEAAMhv8ViR3pjlfemP+qyKokRc686ckCTt4tKkSBOJCiACBkrK9PLsZYrJ6c6Te8MOJ+NaOju1rq1NvaWlemHZsrDDAQAAyHs7Z3nLPzaciXaiYnn7aVWMDOtofZMulc8IOxzkCRIVQEQ8vXCtJOmeY7tDjiTz7vdnUzy7cgWXJQUAAMiA1/KkTsUGf9nH67NZ9oH0kagAIuKZBV6i4o6TrSodGQ45msy6f7eXfPnR2rUhRwIAAFAY3mheqIRMq863qTQe3XPHDae8RMVOEhWYBBIVQEScmVGv1plzVTkypJtPHww7nIypGB7U7QcOKmGmH69ZHXY4AAAABaG3tFwHG1pUkohrZU9b2OFc1WghzdfnkKhA+khUABHyE39Wxb3HC2f5x+bj+1U2MqLXFizQherqsMMBAAAoGKPLP9Z2Hws5ktRq+3u16GK7+otLdKBxdtjhII8Uhx1AKCxFfsYlch9HFI1/blI8L08kHgm0PRh7+NrHucqx8oVLuGDbwGCgLXboeNL27ETwMZ/4qcZA2/nN3nS977Ss1EdffVx3ntmt3/uF9yZdxrN6dn1gv7oDFYG24p6hcZ2qgnH2BmMfXtqSfJzO/kCfc7c3BPcLHl69C6887ju2eUmXp25bITUPXG6v2h6M3e14I3gw4Hrl8+fRVGPP58ecSqE9HlxdGuchqYw/Nwmcl6R7f5O4z2wKPJ6in/N+cP55gcUiEeeU5XPsGRTvCV7praw1eWaErVwS6NO19MrP27oW62f3PK+lxad06q4rJ2Uz95YF9qs8eilFECnOcYuT3xdDjcGTvQs3BI/fl3wqKReTbt97VJL0xvz56mkp0qKXg+eXiQsdwbbhkWCsmFaYUQFEyK4Fc3SmrkZzLl7S6tPRncKXLksk9KY93lVMfnTjqpCjAQAAKCwvL/QLap46KotgAuiWI4clSdsXBxMuwLWQqAAixMVienKDV8fh/tb8X/6x/vgJNXV362RjnfbNnxV2OAAAAAWlrb5eZ2pqVDfQp8Ud7WGHE3Dr4UOSpO2Ll07QE0hGogKImCc3rJEk3VcAiYrRy5L+6KZVSctYAAAAkAFmesWfVXHjyWhdprRycFDr2k5qJBbTKwsXhR0O8gyJCiBinl+9VH2lJVp36qRmXeoMO5zr8sAbfqKCZR8AAABZ8fIiP1HRFq1ExY3Hjqo4kdCuufPUVxasaQFcC4kKIGIGS0r0k7UrJOX3rIo5HR1adfq0esrK9NLqxWGHAwAAUJCuJCqOhhvIOLceGV32QX0KTB6JCiCCRutU3LcvfxMV9+/yZlM8s2qFhkqm5wWGAAAAsq119hz1lZRq0cV2NfR2hx3OZaOFNF9aQn0KTB6JCiCCnlq/Wgkz3X7ogCoHg5cSzQeX61OsWxNyJAAAAIVrpKhIb8xeIMm7+kcUlA4Pa+PxY0qYXb4yCTAZJCqACLpQM0Ovzl+o0nhcdx3cF3Y4kzZjYEC3HTikhJm2rlkddjgAAAAF7dW50SqoufHEMZXG42ptma2uysqww0EeIlEBRNRTq9ZKys86Fffv2qOyeFzblyxWx4wZYYcDAABQ0F6du0hSdOpUsOwD14tEBRBRT61aJ0l6U+tuFcfjIUczOW99back6fsb14ccCQAAQOF7be4iJWRae/aEyoaHwg5Htxz1EhUU0sRUkagAIupQ8ywdaJ6l+v4+3X5of9jhpK1qcED37t2nhJke20CiAgAAINt6yiq0v3m2SuNxbTx1LNRYiuNx3XjsqCQSFZg6EhVAhH1/3UZJ0lt37Qw3kEnYcni3ykZGtH3JYrXX1oQdDgAAwLTwwkLv8vabj4X7B651bSdUOTykg82z1DGjOtRYkL9IVAAR9pifqHhwzxsqjo+EG0ya3ryfZR8AAAC5tm3hcknS5mMHQo3jcn0KZlPgOpCoACLsUPMstc6ardqBfm1ui/7yj6rBAd15tJVlHwAAADn28rwlGo4Vae2ZE5ox1BdaHLceOSSJZR+4PiQqgIj7/g0bJUkPHn4t1DjSseXwbpXFR7RjySKWfQAAAORQf2mZXpuzUEXO6cYLh0OJIZZI6Oaj3iVSty/mih+YuuKwA7gqS86hPBH/ZqDLg7GHp3Zslwg0PZF4JDPHlgKxp7q/fJbWc5NPj3n8eEnB+NN8PIn+gaTtomOnAn0WPBKsxHzi3XMCbbPedkKS9NqCWdKT0r3Hd2lg3rCGSkou9+m4oTSw38ydZUnbliL0WIpVJNVH+5O2D3ywPtCnfq8LtM1715WCTe986QVJ0v53N+ve23ddbj/z08FLlI6cPhMMYqpSjeF4+fSaRGZFYexHX6POrmynE9dUY4/SYx4rVVxT/Awe/3tbus7f3QUsqs9VWnGleH1E9ZwwU/tde1//93AU3uPpSvezIArSOZ9IJZ3PtjQf88iZc0nbs56tDfQZnjEz0Naz3Du5+8lNy3TLycNaY4f06KaNSX3q6hoC+5V2Ba8sN1BflLzdYIE+XatTL0lee7xN1YMDOtbUoNIXK7RAg0m3F792MLBPfGAw0BbZ1whyhhkVQMS1zavXgWXNqh4c0F0H94UdzlVV9g5q00vHlDBpx30Lww4HAABg2nlutVen4o7D4SwZvm2/N5PjxeUs+8D1IVEB5IGtW7xfOm9//bVwA7mG254/otKhuHbfMEeXGivDDgcAAGDa2blonrrLy7T4QrtaLl3M+f3ftt9b9vHiChIVuD4kKoA88PQW73JT9+3drbLh4NKRKLhrqzeV71k/qQIAAIDcihcVaZufJLj9cG6v/hFLJHTrAX9GxYrFOb1vFB4SFUAeOD2nTq/Pna8ZQ4O6d19r2OEEjF328ey9FE4CAAAIS1jLP9YfPamGnj4db2zQicZgPQxgMkhUAHniBzdskCS99Y3Xwg0khbHLPjoag4UzAQAAkBvPrV4mSdp8+IDkgoXQs+W+N/ZKkp66YZVkwQKcwGSQqADyxOhlSu9r3aOKoRTVkUN094+9qYUs+wAAAAjXgdmzdG5GtZp7urWs/WzO7ve+171Zv0+tX52z+0ThIlEB5IlT9Q16bf4CVQ4P6d59e8MO57K6jj7dsu2Y4kWmZ7YsCzscAACA6c1MLyzx6pvdcSg3yz+aO7t0w/E29ZeWXK6RAVwPEhVAHvneDTdKkt7zyo6QI7ni/h/uVXE8oZc2L9LFmVVhhwMAADDtPb/US1TcnqM6FW96w5tN8dyqZRosLcnJfaKwkagA8sh3Nt6koaIi3bN/r1oudYYdjuScHvrebknSD9++NuRgAAAAIEkvLPaW49529JCK4/Gs3999fqLiqRtWZf2+MD2QqADySMeMaj25ep2KnNPP7Hgx7HC04ewRzTvRqQszq7T9tkVhhwMAAABJZ2vrdLixWVVDg1rfdjyr91UyMqK79ngzN35MogIZQqICyDPfvPV2SdLDO15ULJEINZaf3u8lS554aLUSxXycAAAARMXzS7xZFdle/nHrgSOaMTik1rktOjWzPqv3hemDbxZAnnlhyTIdb5ipOZc6dc/efaHFUTXUrweOvC5Jevxta0KLAwAAAEHP+wU17zqY3fPFy1f7YDYFMohEBZBnXCymf9l0myTpfS+Et/zjLYdfU8XIkHZunKvT8+pCiwMAAABB25Ys12BxsTaePKbmrs6s3c+b3vCuRvfUDVyWFJlDogLIQ/96860ajsV0/649arrUFUoM79rnJUl++FMU0QQAAIia3rJyPb18tWLO6a27d2blPhaeO6+lZ8/rUmWFXlm6ICv3gemJRAWQh85X1+ip1WtVnEjo4Re35/z+l184pbXnT6i7tFzP3bMs5/cPAACAiX1/3UZJ0lt3vZaV449elvTptSsULyrKyn1geiJRAeSpb96yWZL0vue3yXJcVPNdfhHNHyy9WUNlxTm9bwAAAKRn64o16isp1Y0nj2l2T0fGj099CmRLdL9huOQvXg/GHs7q3WXy+BazpG2X/UsXZ45L4wuvpchvpbNfto81VVm8v3hvX6DNjrcF2uZ/O/g8HJw5P2k7UeqStp9Zs0InG+s0//xF3dm2V8/c4BVM6lhfktSv6njw2P2zXKCte35l0nZsONBF3W/rVunQsB765suSpK//0g16qHl3oN93185MbnA9wYNNVRReM9NRtp/38ccvtDG9/HjcuO0J5PPrPd04p/h4sn1ekI4nEo8E2sbHZcUlgT5uJMUH7FSl8RpJ+VxN8bWVzmNOV1pxpYgp1X7j40o3pqk+nmw/D6mOL0lbtmzxbt/6SCTeA2nJl88sKbOxZuic2h0KXlq09kjwyhq985OPNTjL+wIyqGL9aMNqvWPHTt3ZvVP/e/19Sf0qzgW/Dg5VJ2/3zwmeNxb1xVQ5OKjN+w4pYaZnl65W3a7kY5XtOhzYL94XPDdOqdDPCzAhZlQAeSoRi+mb92ySJL1va+6Wf7z5xb2q6+nXriWztXfJ7JzdLwAAACbvuzdvkCS9bfdrGT3uHfsPqCwe184F89UxY0ZGjw2QqADy2L/cs0lxM735lT1q6uzO+v1ZIqGPfusZSdI3H9yU9fsDAADA9dm6bpW6y8u09vRJLehoz9hxH3hjjyTpx2u52gcyj0QFkMfONtTqyZtWqySe0Ed+8EzW7+/BF1u18vg5nZ5Zo39708as3x8AAACuz2BJiZ7Y4F2lLVNFNWcMDOjtr3rH+sGG9Rk5JjAWiQogz33hnd5aww8++YKaL2bvUqWWSOjj/7JVkvTl99yt4ZLolrgBAADAFZle/vHu7S+ramhI25Yt0aGWWRk5JjAWiQogz+1aPFc/2LRW5cMj+o3/+HHW7ufBPbu08vhZnWmo0SP335S1+wEAAEBmPbNmhS6VV2jludNa0n72+g7mnH7h2eclSf985x0ZiA4IIlEBFIC/eM8DSpjp53+8XXM6Mn/pKUsk9PGnHpck/e177mI2BQAAQB4ZLi7Wk6tukCS9bfer13WsWw4f0cozZ9VeXa3H16/LRHhAAIkKoADsn9ei72xer9J4XP/ph09m/PgP7N2l1adP6WxDtR5lNgUAAEDe+cHajZKkt+5+TXLBS46m6xef82ZTfPP2WzVczB+vkB0kKoAC8ZfvfkAjsZje+9IOLWw/n7kDO6eP/+gJSdLfvvtuDZWWZO7YAAAAyIlti5frYkWVlp4/pxXnTk/pGDO7u/XQztcVN9M3bt+c4QiBK0hUAAXiaEujHr37JhUnEvrPjz2eseM+sGeX1pxu05maGj3yALMpAAAA8tFIUZF+uMa7Qsf7djw/pWM8/OJLKo3H9eO1q3WqoT6T4QFJSFQABeQL77pPQ0VFetfLr2rZmTPXf0DnLtem+PK99zObAgAAII/90613K26mn31526SLasYSCf3889skSf985+3ZCA+4jEQFUEDaGuv1jTtuU8w5fep7j1338X7p2ae19lSbzlbX6Ju3ML0PAAAgnx1sbtG/3HS7il1Cv/3Ef0xq33ta92l+R4eOz2zQT1atzFKEgIdEBVBg/ubB+9VfUqK3vL7r8qWjpuLmo4f1Xx/7riTps+96r4ZKmE0BAACQ777wpreop7RMWw7s0W0n9qW93/uffU6S9PU7bpeL8TUS2cUrDCgw52pr9Qc/+x5J0mf+9d+16cTBSR9jZk+3/urr/6DiREJ/f/cWPbn2hkyHCQAAgBB0VFXrS3c/IEn65PPfUSyRmHCf+ecvaMveVg0WFenR227NdogAiQqgEH3r1lv0d2+6VyWJhP78O1/T3EsX0t43lkjof3z7HzWru0vbFy3R59/y9ixGCgAAgFz7h833qK22Xis6TutdrS9ds2/VwID+51e/pphz+t6NG9UxY0aOosR0RqICKFB/9s63a+vqlaof6NVf//tXVDE0mNZ+/+knj2nzsYNqn1Gt//LzH1S8qCjLkQIAACCXhopL9PkHfkqS9LGXfqDKoYGU/Yrjcf3P/+9rWneyTUeaGvVHP/3OXIaJacycc2HHoBprcLfZ/WGHUVhsXA7KTTylC5M0/jmWgs9zqj6pDpUiGVC0YG7S9uEPzgn0qbi5I9D2n5f/+PLPpV0jeu/PvayKwyO6+JYKHfxSkxQztQ62BPb7xeoO6bEexT58Wi4muUfmSndUJvV569IUBTXj8UBTYmgo2C8NgechxfPnRoandOy0xiuMY2F68F8zOxLe+3NT7E28Zq7BipNr4kz5fZ9HsvmYn0g8Emh7MPZwxo4/VfkSV7oxTXW/ydjhtkqSNtmWjB8bEZXinCNWUR5oG9mUXNzywn/tD/T51Ionkhuc09vft0sNr/Zp38ea1fqp2ZKkhljP5duX/3a7Wh7tVnd9mf7iqw/owvxqSdLj3wou/1j0TyeStuNtwSvQTYfPc6TvSffoy865TaluY0YFUMCGaop18O+bNVJjqv9hv5Z/+Jxqf9QnG0lOUDa+2i37QJtiHz4tSXK/MzOQpAAAAEABMdOu3/P+ELbs79u18dMn1PhCjxT3zhMX/OVFtTzarcHyIn35r++5nKQAcqE47AAAZNfA0hId+mKTln/knOq2Dqhu64DmNXfq0HubdGFdlVb+41nN3tYlSXLlJn2kTvqN+nCDBgAAQNZdvLFKhz/YqCX/cF4L/6VDC/+lQ4OzitS1qVxN3+uVi0lf+9M7dHztzLBDxTRDogKYBrrurdDrz8zVzH/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\n", 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" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Q = []\n", "# Extract the positions into the form [[[h00,k00,l00,0],[h10,k10,l10,0]...],[[h01,k01,l01,1],[h11,k11,l11,1]...]]\n", "for I,G in enumerate(data):\n", " # Yes I know... this is not the most beautiful ever...\n", " q = np.array(list(G.groupby('Energy'))[0][1][['H','K','L']])\n", " Q.append(np.insert(q,3,np.full_like(q[:,1],I),axis=1))\n", " \n", " \n", "import copy\n", "QforPosition = copy.deepcopy(Q)\n", "# Generate the correct positioning on the plot\n", "positions = [ax_QECut.calculatePositionInv(q) for q in QforPosition]\n", "\n", "# Calculate the prediction of the energy for the Q values\n", "# Here we use 'vals' that you have fitted earlier, otherwise use p0\n", "Etheory = [MnF2(q.T[:3],*vals) for q in Q]\n", "\n", "\n", "# Plot the prediction on top of the data\n", "for pos,Ecalc in zip(positions,Etheory):\n", " ax_QECut.plot(pos,Ecalc,color='r',linewidth=2)\n", "\n", "ax_QECut.get_figure()" ] } ], "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": "3.9.7" } }, "nbformat": 4, "nbformat_minor": 5 }