From a2c0757b0c420150a051482a2f25db48e719a77e Mon Sep 17 00:00:00 2001 From: "Marco A. Lopez-Sanchez" Date: Thu, 11 Jul 2024 10:37:15 +0200 Subject: [PATCH] Create test_christoffel_stepbystep_olivine.ipynb --- src/test_christoffel_stepbystep_olivine.ipynb | 801 ++++++++++++++++++ 1 file changed, 801 insertions(+) create mode 100644 src/test_christoffel_stepbystep_olivine.ipynb diff --git a/src/test_christoffel_stepbystep_olivine.ipynb b/src/test_christoffel_stepbystep_olivine.ipynb new file mode 100644 index 0000000..ccf1713 --- /dev/null +++ b/src/test_christoffel_stepbystep_olivine.ipynb @@ -0,0 +1,801 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Christoffel module step by step" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# import some general scientific Python libraries\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# import required PyRockWave modules\n", + "import christoffel as ch\n", + "import coordinates as coor\n", + "import tensor_tools as t" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The goal of PyRockWave's Christoffel module is to estimate various seismic properties as a function of propagation direction using the Christoffel equation (Christoffel, 1877). These properties include the $V_p$ (compressional), $V_{s1}$, $V_{s2}$ (shear) phase and group sound wave velocities in km/s, the polarisation directions of the sound waves, the shear wave splitting, the coordinates of the ray surface, the power flow angle and the enhancement factor. We will define all these parameters throughout this notebook.\n", + "\n", + "## Input data\n", + "\n", + "The data required to estimate the seismic properties in any direction of a given material using the Christoffel equation are the density and the stiffness tensor of the material.\n", + "\n", + "The stiffness tensor $C$ is a fundamental property of a material that generalises Hooke's law in three dimensions, relating strains to stresses in the elastic regime. This is usually given (or abbreviated) in a 6x6 matrix ($C_{ij}$) using Voigt notation with values given in $GPa$. The density is usually given in $g/cm^3$.\n", + "\n", + "> _Other material properties unrelated to seismic waves that can be derived from these data are: Young modulus, shear modulus, Poisson's ratio, linear compresibility and Debye temperature._" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# load test data\n", + "Cij = np.array([[320.2, 71.0, 71.0, 0. , 0. , 0. ],\n", + " [ 71.0, 196.5, 76.0, 0. , 0. , 0. ],\n", + " [ 71.0, 76.0, 232.3, 0. , 0. , 0. ],\n", + " [ 0. , 0. , 0. , 63.2, 0. , 0. ],\n", + " [ 0. , 0. , 0. , 0. , 76.6, 0. ],\n", + " [ 0. , 0. , 0. , 0. , 0. , 79.7]])\n", + "\n", + "density = 3.343" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 0: create an array with wave vectors\n", + "\n", + "For most materials, the seismic properties are anisotropic, i.e. they depend on the direction. Accordingly, the Christoffel equation must be solved for each propagation direction of interest, and we must first define these directions, denoted as wave vectors or $\\vec{q}$. Wave vectors can be defined in spherical coordinates (polar and azimuthal angles) or in Cartesian coordinates ($x, y, z$) normalised to the unit sphere (i.e. vectors of size 1 or unit vectors). Cartesian coordinates are typically used for calculations. In this case we will use the following procedure:\n", + "\n", + "- Create equispaced wavevectors in spherical coordinates\n", + "- Convert from spherical to 3D Cartesian unit vectors\n", + "- Store the wave vectors in a single array with three columns ($x, y, z$) for calculations" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# create equispaced wavevectors in spherical coordinates (in radians)\n", + "azimuths, polar = coor.equispaced_S2_grid(n=9289)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# convert from spherical to 3d cartesian\n", + "x, y, z = coor.sph2cart(azimuths, polar)\n", + "\n", + "# plot to test\n", + "fig, ax = plt.subplots(subplot_kw={\"projection\": \"3d\"}, constrained_layout=True)\n", + "ax.scatter(x, y, z)\n", + "ax.axis('equal')\n", + "_ = ax.set_xlabel(r'$x$'), ax.set_ylabel(r'$y$'), ax.set_zlabel(r'$z$')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(9289, 3)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Store wavevectors in a single Numpy array for calculations\n", + "wavevectors = np.column_stack((x, y, z))\n", + "\n", + "wavevectors.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 1: Rearrange to a tensor $Cij → Cijkl$\n", + "\n", + "The operations to solve the Christoffel equation require the stiffness tensor to be in its tensor format, i.e. with its original form 3x3x3x3 (rank 4, dimension 3), rather than as a 6x6 matrix as normally provided, so it is necessary to convert $C_{ij}$ to $C_{ijkl}$." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3, 3, 3, 3)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Cijkl = t._rearrange_tensor(Cij)\n", + "\n", + "Cijkl.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[[320.2, 0. , 0. ],\n", + " [ 0. , 71. , 0. ],\n", + " [ 0. , 0. , 71. ]],\n", + "\n", + " [[ 0. , 79.7, 0. ],\n", + " [ 79.7, 0. , 0. ],\n", + " [ 0. , 0. , 0. ]],\n", + "\n", + " [[ 0. , 0. , 76.6],\n", + " [ 0. , 0. , 0. ],\n", + " [ 76.6, 0. , 0. ]]],\n", + "\n", + "\n", + " [[[ 0. , 79.7, 0. ],\n", + " [ 79.7, 0. , 0. ],\n", + " [ 0. , 0. , 0. ]],\n", + "\n", + " [[ 71. , 0. , 0. ],\n", + " [ 0. , 196.5, 0. ],\n", + " [ 0. , 0. , 76. ]],\n", + "\n", + " [[ 0. , 0. , 0. ],\n", + " [ 0. , 0. , 63.2],\n", + " [ 0. , 63.2, 0. ]]],\n", + "\n", + "\n", + " [[[ 0. , 0. , 76.6],\n", + " [ 0. , 0. , 0. ],\n", + " [ 76.6, 0. , 0. ]],\n", + "\n", + " [[ 0. , 0. , 0. ],\n", + " [ 0. , 0. , 63.2],\n", + " [ 0. , 63.2, 0. ]],\n", + "\n", + " [[ 71. , 0. , 0. ],\n", + " [ 0. , 76. , 0. ],\n", + " [ 0. , 0. , 232.3]]]])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Cijkl" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "# normalize the stiffness tensor to density\n", + "Cijkl_norm = Cijkl /density" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 2: Estimate the Christoffel matrices for each wavevector $\\vec{q}$\n", + "\n", + "TODO\n", + "\n", + "$$\n", + "q_j \\, C_{ijkl} \\, q_k = \\rho \\frac{\\omega^2}{k^2} s_i\n", + "$$\n", + "\n", + "where...TODO\n", + "\n", + "The Christoffel matrix for a given direction is determined as follows:\n", + "\n", + "$$\n", + "M_{il} = \\sum_{jk} q_j \\, C_{ijkl} \\, q_k\n", + "$$" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(9289, 3, 3)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "Mil = ch._christoffel_matrix(wavevectors, Cijkl_norm)\n", + "\n", + "Mil.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 4: Estimate the eigenvalues $\\lambda$ and eigenvectors $\\vec{v}$\n", + "\n", + "TODO" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "((9289, 3), (9289, 3, 3))" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "eigenvalues, eigenvectors = ch._calc_eigen(Mil)\n", + "\n", + "eigenvalues.shape, eigenvectors.shape" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Step 5: Calculate phase velocities ($v_p$)\n", + "\n", + "**Phase velocity** represents the speed at which an individual wave (such as the crest or valley) propagates through a medium. In particular, it denotes the velocity of a single frequency component within a wave packet. Phase velocity depends on the material (rock type) and the wave's frequency due to dispersion in Earth materials. As with any wave, its velocity is defined as the ratio of the wave’s frequency ($\\omega$) to its wavelength ($\\kappa$).\n", + "\n", + "The eigenvalues $\\lambda_1$, $\\lambda_2$ and $\\lambda_3$ of the Christoffel tensor ($M_{il}$), which are always real and positive, are related to the phase compressional and shear wave velocities $V_p$, $V_{s1}$, $V_{s2}$ propagating in a direction $\\vec{n}$ by the formulae:\n", + "\n", + "$$\n", + "V_p = \\sqrt{ \\frac{\\lambda_1}{\\rho} }, \\quad V_{s1} = \\sqrt{ \\frac{\\lambda_2}{\\rho} }, \\quad V_{s2} = \\sqrt{ \\frac{\\lambda_3}{\\rho} }\n", + "$$\n", + "\n", + "where $\\rho$ is the material density. If the stiffness of the Christoffel tensor has already been normalised with respect to the density, the general formulae are as follows:\n", + "\n", + "$$\n", + "v_p = \\sqrt{\\lambda_n}, \\quad \\lambda_n = v^2_p\n", + "$$\n", + "\n", + "where $v_p$ denotes the phase velocities and $\\lambda_n$ the different eigenvalues. The output will be an array of shape $(n, 3)$, where $n$ represents the number of wave vectors (orientations) considered and the seconf dimension the $V_p$, $V_{s1}$, $V_{s2}$ velocities." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(9289, 3)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "phase_velocities = ch.calc_phase_velocities(eigenvalues)\n", + "\n", + "phase_velocities.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[4.34800816, 4.78681008, 8.33597525],\n", + " [4.35044449, 4.80064558, 8.33479053],\n", + " [4.35083741, 4.79531179, 8.33315775],\n", + " [4.35130798, 4.7874328 , 8.33096883],\n", + " [4.3514199 , 4.79382699, 8.33196927],\n", + " [4.35142872, 4.80556615, 8.33420537],\n", + " [4.35178116, 4.80175294, 8.33290794],\n", + " [4.35236552, 4.78892906, 8.32959196],\n", + " [4.3525486 , 4.79237853, 8.32993623],\n", + " [4.35244422, 4.80878489, 8.33324145]])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# display the phase velocities for the first ten directions [Vs2, Vs1, Vp]\n", + "phase_velocities[:10, :]" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vp. max: 9.786, min: 7.667\n", + "Vs1. max: 5.465, min: 4.787\n", + "Vs2. max: 4.861, min: 4.348\n" + ] + } + ], + "source": [ + "# max and min seismic velocities\n", + "print(f\"Vp. max: {np.max(phase_velocities[:, 2]):.3f}, min: {np.min(phase_velocities[:, 2]):.3f}\")\n", + "print(f\"Vs1. max: {np.max(phase_velocities[:, 1]):.3f}, min: {np.min(phase_velocities[:, 1]):.3f}\")\n", + "print(f\"Vs2. max: {np.max(phase_velocities[:, 0]):.3f}, min: {np.min(phase_velocities[:, 0]):.3f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Vp anisotropy (%) = 24.3\n" + ] + } + ], + "source": [ + "anis = 200 * (np.max(phase_velocities[:, 2]) - np.min(phase_velocities[:, 2])) / (np.max(phase_velocities[:, 2]) + np.min(phase_velocities[:, 2]))\n", + "print(f\"Vp anisotropy (%) = {anis:.1f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot to test\n", + "fig, ax = plt.subplots(subplot_kw={\"projection\": \"3d\"}, constrained_layout=True)\n", + "speed = ax.scatter(x, y, z, c=phase_velocities[:, 2], cmap='Spectral_r')\n", + "ax.axis('equal')\n", + "ax.set_xlabel(r'$x$'), ax.set_ylabel(r'$y$'), ax.set_zlabel(r'$z$')\n", + "\n", + "# add color bar\n", + "cbar = fig.colorbar(speed, ax=ax, shrink=0.7, location='right')\n", + "cbar.set_label('Vp velocity (km/s)', fontsize=18)\n", + "cbar.ax.tick_params(labelsize=16)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "azimuths2, polar2 = coor.equispaced_S2_grid(n=150, hemisphere='upper')\n", + "x2, y2, z2 = coor.sph2cart(azimuths2, polar2)\n", + "wavevectors2 = np.column_stack((x2, y2, z2))\n", + "Mil2 = ch._christoffel_matrix(wavevectors2, Cijkl_norm)\n", + "_, eigenvectors2 = ch._calc_eigen(Mil2)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# Ensure P-wave polarization is in the same hemisphere as the propagation direction\n", + "# if np.dot(p_polarization, wavevectors[0]) < 0:\n", + "# p_polarization = -p_polarization" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig2, ax = plt.subplots(figsize=(10, 10), subplot_kw={\"projection\": \"3d\"})\n", + "\n", + "# Plot unit sphere\n", + "u = np.linspace(0, 2 * np.pi, 20)\n", + "v = np.linspace(0, np.pi/2, 20)\n", + "x = np.outer(np.cos(u), np.sin(v))\n", + "y = np.outer(np.sin(u), np.sin(v))\n", + "z = np.outer(np.ones(np.size(u)), np.cos(v))\n", + "ax.plot_wireframe(x, y, z, color='dimgray', alpha=0.2)\n", + "\n", + "# Plot axis\n", + "origin_a, origin_b, origin_c = [1, 0, 0], [0, -1, 0], [0, 0, 1]\n", + "a, b, c = [1, 0, 0], [0, -1, 0], [0, 0, 1]\n", + "ax.quiver(*origin_a, *a, color='black', label='x-axis', normalize=True, arrow_length_ratio=0.1)\n", + "ax.quiver(*origin_b, *b, color='black', label='y-axis', normalize=True, arrow_length_ratio=0.1)\n", + "ax.quiver(*origin_c, *c, color='black', label='z-axis', normalize=True, arrow_length_ratio=0.1)\n", + "\n", + "# Plot polarization vectors\n", + "colors = ['#1b9e77', '#7570b3']\n", + "labels = ['S1-wave', 'S2-wave']\n", + "\n", + "for i in range(eigenvectors2.shape[0]):\n", + " surface = wavevectors2[i]\n", + " vectors = [eigenvectors2[i, :, 1], eigenvectors2[i, :, 0]]\n", + " p_polarization = eigenvectors2[i, :, 2]\n", + "\n", + " if np.dot(p_polarization, wavevectors2[i]) < 0:\n", + " p_polarization = -p_polarization\n", + " \n", + " # P-wave polarization\n", + " ax.quiver(*surface, *p_polarization, color='#d95f02', label='P-wave', length=0.10, arrow_length_ratio=0)\n", + "\n", + " # S-wave polarization\n", + " for vec, color, label in zip(vectors, colors, labels):\n", + " ax.quiver(*surface, *vec, color=color, label=label, pivot='middle', length=0.15, arrow_length_ratio=0)\n", + "\n", + "# Prettify the figure\n", + "ax.set_xlabel('x')\n", + "ax.set_ylabel('y')\n", + "ax.set_zlabel('z')\n", + "ax.set_xlim([-1, 1])\n", + "ax.set_ylim([-1, 1])\n", + "ax.set_zlim([-1, 1])\n", + "# make the panes transparent\n", + "ax.xaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", + "ax.yaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", + "ax.zaxis.set_pane_color((1.0, 1.0, 1.0, 0.0))\n", + "# make the grid lines transparent\n", + "ax.xaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", + "ax.yaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", + "ax.zaxis._axinfo[\"grid\"]['color'] = (1,1,1,0)\n", + "ax.axis(\"off\")\n", + "#ax.legend\n", + "\n", + "ax.axis('equal') # Set an equal aspect ratio\n", + "fig2.tight_layout()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In a polar coordinate system, vectors are typically described using radial (r) and tangential (t) components. However, Matplotlib's quiver function in polar projection still expects input in terms of x and y components. This requires a transformation from polar (r, θ) to Cartesian (x, y) coordinates. In the example above, ``dr`` is the radial component (change in radial direction) and ``dt`` is the tangential component (change in the angular direction) of the vector.\n", + "\n", + "Let's break this down step by step the procedure to project 3D vectors onto a 2D polar plot:\n", + "\n", + "1. Given:\n", + " - Position vector (x, y, z): unit vector defining the position in 3D space\n", + " - Eigenvector (x', y', z'): defining the direction of the vector to be plotted\n", + "\n", + "2. Calculate the polar coordinates for the position (convert a 3d unit vector to polar coordinates):\n", + " - Radial distance in xy-plane: $r = \\sqrt{x^2 + y^2}$ \n", + " - Azimuthal angle in xy-plane: $\\theta = atan2(y, x)$\n", + "\n", + "3. Project the eigenvector onto the Polar coordinate system (r-θ plane):\n", + " - Calculate the radial component (dr): $dr = x' cos(θ) + y' sin(θ)$\n", + " - Calculate the tangential component (dt): $dt = -x' sin(θ) + y' cos(θ)$\n", + "\n", + "4. Convert Radial and Tangential Components to U and V\n", + " - x-component of the vector: $U = dr cos(\\theta) − dt sin(\\theta)$\n", + " - y-component of the vector: $V = dr sin(\\theta) + dt cos(\\theta)$" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "def prepare_quiver_data(wavevectors, eigenvectors):\n", + " \n", + " # initialize variables\n", + " n = wavevectors.shape[0]\n", + " X, Y, U, V = np.zeros(n), np.zeros(n), np.zeros(n), np.zeros(n)\n", + "\n", + " for i in range(n):\n", + " x, y, _ = wavevectors[i]\n", + " x_prime, y_prime, _ = eigenvectors[i]\n", + "\n", + " # Calculate polar coordinates (position)\n", + " r = np.sqrt(x**2 + y**2)\n", + " theta = np.arctan2(y, x)\n", + "\n", + " # Calculate the radial and tangential components of the 3D eigenvector\n", + " dr = x_prime * np.cos(theta) + y_prime * np.sin(theta)\n", + " dt = -x_prime * np.sin(theta) + y_prime * np.cos(theta)\n", + " \n", + " # Calculate U and V for the quiver plot\n", + " U[i] = dr * np.cos(theta) - dt * np.sin(theta)\n", + " V[i] = dr * np.sin(theta) + dt * np.cos(theta)\n", + "\n", + " X[i] = theta\n", + " Y[i] = r\n", + "\n", + " return X, Y, U, V\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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mkp+fT1paGh999BGxsbHODq1DmM0SJcV1gOsnIAGYNiOJP/7lMoYOa1+ecYUCTp5s3xKKKpWSgEDLALmqSvvWngMCPfny830cPVxsvTmyBYVCQXxT07a9plTZQnJyMl9//TUbN24kLS2NXr168dJLL4mMY4I2I+QsaBeyLPPtt9/Sr18/1q5dy2+//caPP/5I//79nR2aXSgrq8dslvDz98DHx7bpTZ2Jn78nkVF+7Z6KVVpSbx193R4ctXRkYKAXQ4dbbjA2rjvZobLiEjq33/liDB8+nN9++41vv/2WJUuWMGDAAFatWuXssARugJCzoM0cP36cadOm8cADD/Dss8+yZcsWxowZ0+Fy6+r05OVWdWof4YUobh4M5sAmbVcgOsbfpoFoM2f34d4HxpLQK9juMV02uTcKBezbm9+hQWfNg8KyHTxiuz1MnTqVPXv28OCDD3LDDTdwzTXXkJOT4+ywBC6MkLPgktTV1fHYY48xdOhQUlNTOXHiBLfccovdphntS8vn+28O8t3XB+1S3vloq/jdJae2s4hPCCahVzBeXvZfiCQ8wpeUAZFIksymDadsLqdHbAAqlZLysgbqal2nGVmtVvOHP/yB9PR0AgMD6d+/P88++6xo6hacFyFnwQWRZZlvvvmGvn37sm3bNnbs2MFrr71GQECAXc+xe2ceBfk1JCWH2q3cs9m5PZeqykZMposPgjozUtt9pn51JSZd3huAXTtyqa8z2FSGWq2iR6zlfzQ7u2NN282j4TMzyjpUTkvCw8P5+OOPWbNmDd999x2pqamiqVtwDkLOgvPS3IT94IMP8vzzz7Np0yYGDhxo9/OczqumqLAWT081qQMi7V4+gE5n5LdVJ3jnzW0cOlh00X2NRjMKhag5O4uecUEkJoVgNEps3Zxlczln+p071rRdWdnIF5/u5fNP0qirs28Nd8yYMezZs4dHHnmEG2+80ZqsRyAAIWfBWZhMJp5//vlWTdg333yzwzJl7dmVB8CQYTFotLalsLwUG9adpK7OgI+PlkGDLz516Y67R/GvF2cRHSNqzs5i0hTLUqFbt2TbnCP7TKawjtWcg4O9aag30NBgZPfOvA6VdT5UKhX33XcfJ06cICgoiNTUVP773/8iNc+RE3RbhJwFVo4ePcrYsWP59NNPWb9+vd2bsM/GaDCzL82SpGH4SMdMwaqqarT2X14xt1+b5gNrNCpUKvHVcBZJyaHE9AjAbJbIP11tUxnNg8JO51VfsivjUoweFwfAzm25Dhu02NzUvXTpUl544QWmTZtGdna2Q84lcA/EFUiAyWTixRdfZMSIEUyePJl9+/YxatQoh5/38KEidDoTkVF+1j5Ce/PrzycwGSX6p0bQO9FxfdoC+6FQKLhh4WD+/s8p9OptWzIbPz8PQkK9MZkk8k/XdCie/ikR+Ad4UFHRQPqJ0g6VdSmmTJnC4cOHSUpKYuDAgbz77rtiQY1uipBzN+fYsWOMGzeOTz75hLVr1/Liiy/i6em4lZha0txMOGJUrEOazU/nVbM37TRKpYLZV/Sze/kCxxER6Ye3d8fmmcfHN6/v3LF+Z5VKycjRlsVJtm91fJ+wn58f7777Lt9//z3PPfcc06ZNE33R3RAh526K2WzmpZdeYvjw4Vx22WXs3buX0aNHX2R/+/aBVVQ0kJlRhkqlYMiwGLuWDZZRtj8vO4osw6gxPQmP8LX7OQSuTWJyKIlJoXZZ9nPU6J4olQqOHy2msrJzVuWaNm0ahw8fplevXgwYMID33ntP1KK7EULO3ZDMzEzGjx/PRx99xJo1a3jppZfw8rpwtihJkln24xGqqxppqLdtesvZpO06DViaDH19PexSZkuOHy3hZGY5Hh5qps1Mtnv5LZEk2a5TbQT2YdiIHtx932gGD+34zV9AoBf9UyKQZdi5vfNqsf7+/rz//vt89913PPvss0yfPl0sptFNEHLuZnz11VcMGzaMUaNGsX///jZl+Dp2tJjtW3N4+41teHiqOxyDJMnWUdrDR9l/IJjZLPHz8mMAXD410SHyb+ZkZhlvvLqZndsdN1hI4Bo0DwzbtSPP7i1Jl2L69OkcOnSImJgYBg8ezC+//NKp5xd0PkLOHeCll15CoVCgUCjYsWPHOZ8/9dRT1s/PfnRWv24zDQ0N3H333dx///18/vnnvPbaaxetLbdky0bLfNPRY+PsMor5ZGY5lZWN+Pl7kNwnrMPlnU1NtQ4FEBjoyfiJHVuS8WIcOVzEe2/voCC/hlOZ5Rw9fPE51AL3JjEplJBQb+pq9Rw51Pl/64CAAD755BNeffVVrr/+ev7yl79gNBo7PY5m3On65450vBrUTTl27Bj//Oc/8fHxob6+/qL73nrrrcTHx7faplZ33q/+6NGjXH/99QQGBrJ///52rRxVkF/Dycxy1Bolo8b0tEs8u3fmAjB8RA+HTFkKCvbm4UcnUlHR4LC50wB9+4UTHeNP3/7hTJ6SiIeH+Dp1ZZRKBaPHxvHzsmNs35rDwEvMmXcUN998MyNHjuT6669n8+bNfPnll+dcXxyNO13/3BXxG7IBs9nMrbfeyqBBg0hOTubzzz+/6P633XYbkyZN6pzgWiDLMp988gkPPPAADz30EE8//XS7vxRbNllqzcOG97DLKk0NDQYON2XpctTcZrCMsA0Lc+wgMJVKyYN/nNDutZQF7svwkbH8uvIEJzPLKSmuc9pAwz59+rBjxw7+9Kc/MWTIED7++GOuvvrqTjm3u1z/3B3RrG0DL774IgcOHODjjz9GpXJczawj1NbWcsstt/DXv/6VH374gWeffbbdYq6r1VuThNirefjAvgJMJon4hGDCwt1/BLUQ8xlycyrZsS2Hhgb7DBrsKHq9CaOhYwlIzsbHR8vAwVEA7Njm3OlNXl5evPPOO7z//vvcfvvtPPDAA+h0Ooef1x2uf10BUXNuJ4cPH+bpp5/m8ccfJyUlpU3HbN68mV27dqFSqejbty9Tp07Fw8Nxg5QOHTrEtddeS48ePdi/fz9RUVE2lbNjew5ms0RynzAi7LSEYsu5zYKuhSzDj98dYtmPR+iXEsH4iQkOWVqyrdRU61j+01FuuX04arX96iFjxsWzd08+abtPM/N3fdE6sOukLVx33XUMGzaMG264gbFjx/Ldd9/Rq1cvh5zLHa5/XQUh53ZgMpm47bbb6NevH3/961/bfNw///nPVu+joqJYvHgx06ZNs3eILF26lFtuuYU//vGPPPHEEzbf2ZpMZrZvsdQMxl9mn1pzYUENp/Oq0WpV1tqHoGtgNksUFdYQFx9MdlYFhw4UkpgU6jQ5F+TX8OG7O6irM/DVF/tYcPNQu7Vy9IwLJCran8KCGg7sy2fEKPuMxegIvXr1YsuWLTz66KOMGDGC7777jsmTJ9v1HO5w/etKiGbtdvDcc89Zm3M0mkuvZzt48GAWL15MdnY2jY2NZGRk8H//939UVVUxZ84cDhw4YLfYZFnmX//6FzfffDOLFy/mqaee6lCT04F9hdTW6gkN87HbiOrmWvOgIdFi8FQXQ6VSMmpMHPc9OJbH/jGZaTOSGeTEG7DoGH9uvWMEWq2Kg/sL+e7rg3ab6qZQKBjTNK2qMzKGtRWtVsvrr7/Ov//9b6644greeecduyYtceXrX5dEFrSJ/fv3yxqNRv7rX//aavutt94qA/L27dvbXNb7778vA/K1115rl9jq6urk6667To6Li5MPHDjQ4fIkSZL/8++N8qMPL5e3bs7qeIBNZb78/Hr50YeXy1kny+1SpuBcDAaDvHTpUtlgMDg7FJcgI71U/tuff5YffXi5vPT7Q7IkSXYpV6czyo8/9ov86MPL5dycSruUaU+2bNkih4eHy/fcc4+s1+s7XJ4rX/+6KqLm3EZuvfVWevfuzVNPPWWXstRqNVu3bu1wWbm5uYwfP57i4mJ2795tlzWXs09VUJBfg5eXhmEjenS4PLDUNh7680Ruv3OEda1dgcDRJCaFctNtw1AqFWzdnM2qlSfsUq6Hh5qhwy2Zx5w9MOx8jBs3jt27d7Nz506mTZtGaWnHFuxw1etfV0bIuY0cOHCA48eP4+np2Woy/eLFiwHLwukKhYKlS5desiytVoufnx8NDQ0dimnLli0MHz6cUaNG8dtvvxEWZp/m581N06dGjo61a/OzWq2kX0qEw9aGFgjOR/+UCG68aQgKBaxfk8m6NZl2KXfMuDhSBkQ4JDe8PejZsydbtmwhIiKCESNGcPDgQZvLcsXrX1dHdPy1kTvuuOO82zdt2kRGRgZz5swhLCysTckAMjIyqKysZNCgQTbH89FHH/Hggw/y8ssvc++999pcztlUVDRw5FARSqWCsRMcl11LIOhMBg2JxmAw8+1XB9i4/iQjR8Xi69exEcORUf7cumiEnSJsO0ajmYqKBiIiLj2DwsfHh6+//ppnn32WcePGsXjxYq655pp2n9PVrn/dAme3q7s7F+pzqampOW//b0VFhTxhwgQZkF944YV2n0+SJPmvf/2rHBwcLK9bt87muC/E8qVH5EcfXi5/9r89di9b4HhEn/PF2bEtWy7Ir3Z2GDZz/GixvGrlcfnDd3e0+9gffvhB9vX1lV9++WW7xdPZ17/uhKg5O4jy8nIGDRrE8OHDGTBgAOHh4eTn5/PLL79QXl7OtGnTeOSRR9pVpslk4q677mL9+vVs27aNPn362DVmnc7Erh2W1Jr2mj7VTGOjEb3eRGBg2/J5d2caGgzs3ZNPY4ORxsYzjx6xAUyZliS6BTrAqDFxTjt3fb2hw1n2IqP9+eyTNAwGMyeOldCnX3ibj7366qtZv349s2fPpqioiBdffBGl0jE9m464/nU3hJwdRHBwMPfffz87duxg+fLlVFVV4ePjw4ABA7jpppu488472zXVqaGhgfnz55OTk8O2bduIjrZ/Xt+03XnodCZiewYQF2+/QVsmk5lPP97DoCHRJCaFEhrmY7eyuyI6nYllPx45Z3t/0V/vlsiyTFWVjp3bc+jZM4j+qRE2lxUQ4MmkKb1Z/Us6K5YdIzE5tF356YcPH87WrVuZPn06JSUlfPjhh22aFtVe7H39644oZFms3u3qVFRUcMUVV6BWq1m2bBmBgYF2P4ckybz8wgbKSuu54abBDB1mn1Hasizz1Rf72ZeWj4+PlvsfGifkfAkMehM//XgEL28N3l4avLw1eHlp8PbRkpgUetFkGkajkZUrVzJ79myHXHQFtrFmdTqrf0nH21vDw49O7FALksFg5t/Prae6Wsc11w1g9Nj2twYUFhYya9YsoqOj+fbbb/HxEd9JV0OM1nZx8vLyGD9+PBEREfz6668OEbMsy2xYd5Ky0nr8/D0YOMh+tfJVK0+wLy0fjUbJbXeOEGJuA1oPNdfdMIgr5vTn8mlJjBkXz+ChMST3CRO5vN2Uy6cm0SsxhIYGI19+tq9D60FrtSpm/q4vAL/+cgKdrv3LRkZFRbFx40YaGxuZMmUK5eXlNscjcAxCzi7M0aNHGTt2LBMmTOC7775r8/rL7WXn9lzWr7VMLxkzLs5ueYh3bMth/ZpMFAq48eahdm0qFwjcCaVSwY03DcHHR0vWqQrW/pbRofKGDIshpkcA9XUG1ts4NSwgIIBffvmFHj16MH78eHJzczsUk8C+CDm7KNu3b2f8+PEsWrSId99912H9M+Vl9Sz78Qh6nQmVSmFTE9n5OHqkmB+/OwTAnKtTSB0QaZdyL0VJSR2lpXWdci6BoD0EBHhy/QLL9KG1qzM4mVlmc1lKpYIrr+oPwOaNWVRU2DZn2NPTk6+//prJkyczduxYDh8+bHNMAvsi5OyCbNiwgenTp/Ovf/2Lp59+2mGDgCRJ5puvDmAySag1SoYO74Gvb8dXi8nLreKLT/ciyzBxci/GdcJ86bpaPT9+d4hXX9yI2WR7k6FA4Ej69Y9g4qReyDJ8+fk+6ur0NpfVq3cIqQMjMZkkfllx3OZyVCoVb7/9NnfddReTJk1i3759NpclsB9Czi7G2rVrufLKK3njjTe47777HHqurZuzyDpZgbe3hsf+Nokr5vbvcJkV5Q3874NdGA1mBg6OYvYV/ewQ6YUxGMys/S2DF59dz/atOciyzMb1p2zqhxMIOoOZv+tLj9gAaqr1fLPkQIcWp5h9RT9UKgUH9hWQk11pczkKhYInn3ySv/zlL0yZMoW0tDSbyxLYByFnF2L16tXMnTuXd955h9tvv92h5yopruOXny1321dfO4CAIG+8vDo2ure+3sBH7++krs5AQq9g5i8Y7LABTJIks3tnHv9+bj2/rjyBXm8iMSmUB/84gfkLBuPpKUYqC1wTtVrJwluG4uGh5vixEjZvzLK5rNAwH2smv+VLj3R4Faq//OUvPPHEE0ydOpVdu3Z1qCxBxxDznF2EX3/9lWuuuYb333+fhQsXOvRcZrPE10v2YzJKDBoSzaAhHR+dbTSaWfzRbkpL6gkP9+XWRcPRaBzTT56TXckP3x6ksKAWgMgoP2Zf2Y8+fcPEPGCBWxAS6sO8+QNZ8ulefllxjIRewcT2DLSprCnTEknblUduThUH9hcyuIPf50ceeQSVSsXUqVNZvXo1o0eP7lB5AtsQNWcXYM2aNcybN4+HHnqIAQMG2HUN1vOxcd1J8nKr8PXz4Kp5qXYpc+vmbLKzKvH182DRPSPx7mAmpIshSzKFBbX4+Xtw7fyBPPznifTtFy7ELHArBg+JZuToWMxmmS8+3WtzV4y3t5ZpM5IB+GX5MYxGc4fikiSJsWPHcvvttzNz5kx2797dofIEtiFqzk5m/fr1XHXVVbz33ntcffXVbNmyBYABAwY4RDYF+TX89ms6ANdeP7DD6QSbmXBZAtVVjQwb0YPgYG+7lHkh4nsFs+CWofTvH47WjqtmCQSdzZyrU8nJqqS4uI7vvznEgpuH2PS9Hz0ujq1bsikrrWfLpiwmT0m0KR5Jkti7dy81NTW89NJL9OrVi+nTp7N27VqGDh1qU5kC2xA1ZyeyadMm5syZw9tvv83ChQvx9vZm/PjxFBUVcejQIbvXoE0mia+X7MNslhk+MrZDaQTPRqVSMveaVHrEBtqtzIsxeEi0ELPA7dFqVSy8dShqjZID+wrYsyvPpnJUKiVXzLEM6Fz3WyZ1te0fBd5SzOPGjcPDw4OHHnqIxx9/nGnTprF//36bYhPYhpCzk9izZw9XXHEFr732Grfeeqt1uyMFvWZ1OoUFtQQGelrnSAoEAucSGeXPnKtSAFj6/WGKi2ttKqdfSjiJSSHo9SZWr0pv17HnE3Mzf/rTn/jLX/7CtGnTOHHihE2xCdqPkLMTSE9PZ9asWTz99NPnXSf1YoK2Vda5OZXWTELX3TCowyOzBQKB/Rg1picDB0UxaEg0QTbm3VYoFFwxtz8KBezcnkNRYdskfzExN/PYY49x5513MmPGDAoKCmyKT9A+hJw7mcLCQmbMmMGiRYsuumTa+QRdUd5gU7OX0WDm6yX7kWVLes6kPmEd+REEArtRkF/Nx+/vYu1vGWRmlGHQm5wWi8lkJjfH9rnCHUGhUHDjzUO4/sbBHequiY4JYPjIWGQZfl529JL7t0XMzTz33HNcfvnlzJw5k6qqKptjFLQN0WnXiVRXVzNz5kwuu+wyXnjhhUvu3yzoLVu2IMsym9fXUFdnpLyswZr4vi2sWnmc0pJ6QkK9mX2lY5OCCATtoa7OQHZWBcePlQCWtJTRMf7ExQcRnxBMfEIQAZ20BrhCoeCrL/YTHuHLjFl9iIr275TzNtOepR8vxvRZfTiwr4ATx0svuuZze8QMlt/P+++/z9VXX82cOXP49ddfHZbvXyBqzp2GTqdj7ty59OjRgw8++KDNIzKbBZ2dfRqVphKjwcT4iW1Ph3kys5wtm7JQKOD6GwfjIQZRCVyIoGAv5lydwsjRPYmI9EOSZE7nVbN1czZffLqXZ59ey/PPrHV4jbo5s1xVZSNHDxfz2subWPLZXspK6x16XkfQvOYzWHLcn4/2irkZtVrN119/jclkYsGCBZjNHZu2Jbgw4krdCZjNZhYuXIher+fnn39u9zq7ebl17NkhkTpYJmVAID6+bZv+pNOZ+PbLA9Yc1wm9gm0JXyBwGGFhvoSF+TJ8ZCwADQ0GcnOqyM6qICerktzcKlRqpcNH5isUCi6fmsjQ4TGsXZ3B7p157N9bwMH9hYwYFcuU6UkdWoO5s5k4qTc9YgPp0/fcLixbxdyMt7c3y5cvZ8KECdx33328++67IseAA1DIjs540c2RZZl7772XjRs3smXLFkJCQtp1fE21jv+8vIn6OgOTp8ah0hQSGRnZpnnQJSV1fPLhbpRKBQ/9aYLDMnZ1R0wmibLSempqdCS7UB++0Whk5cqVzJ49u903ga6I2SxRU60jyMFz58+mrLSe1atOcGBfAbJsSbk5Znw8k6f0tsviMM6io2JuSV5eHmPHjmXRokU8/fTTdoxSAELODueZZ57h/fffZ9u2bfTs2bNdx0qSzIfv7iQzo4z4hCDuuX8Mer2OLVu2tFnQBoOZ2hodIaE+Hfkxui0GvYmSknpKimspKa6juOm5vKwBSZK5al4qY8fHOztMK11Nzs6msKCGX385wdHDluZhrYeKqdOSmGRjkg9nYk8xN3PkyBEmTJjAs88+y7333muHKAXNiGZtB/L111/zyiuvsHXr1naLGWDDupNkZpTh5a3hxpuHolIpWw0Sg0tnEtNqVULMNrBpwym2bsqisrLxgvsEBHqSm13JsBE9RF9+FyUq2p/b7hhBTnYlq34+zsnMcgwG9+tnbRZzcXE5l19+mV3EDJCSksLy5cuZPn06SUlJTJ061S7lCoScHcbevXu54447+Oqrr0hNbX/+6uysClb/Ypnwf90NgwgKOtPf1V5BC9qP2SxRWdmIQgHBId6ER/gREeFLeIuHWPmq+xAXb2m5ykgvo0dsgLPDaReSJJGWlkZRYTlHD6tQSFl2nbUxbtw43nrrLa6//np27dpFYqL7tSq4IkLODqC4uJi5c+fyxBNPcMUVV7T7+IYGA0s+24ckyYwdH0/qgMhz9hGCdixDh8XQt184oWE+oq9eYCUpOdTZIbSL5hpzbW0tcXGpbNmwnw3rThIU7M2YcXF2O8/tt9/OoUOHmDNnDjt27MDfv3OnoXVFxFQqO6PX67nmmmuYOHEif/nLX9p9vCzLfPf1QaoqG4mK9ud3cy58h+voXNzdmYBAL6Ki/YWYBW7L2X3MAwf1YO41lla8pd8f4tjR80+zspWXXnqJ2NhYMcXKTgg525HmkdlGo5EPP/zQpprsjm05HD5YZE2Ifyk5CEELBIKzudDgr7Hj45k4uReyDF8s3kv+6Wq7nVOtVvPVV1+RkZHB448/brdyuyuiWduOvPHGG6xatYrdu3fblDmnsKCG5UstKfeumpdKeLhvm44TTdyC9tLYaOSLT/dSX2dAo1Gh0ShRNz1r1CrUGmWr7UFBXta5yALHUlRYg1KpJDyibd//s7nUqOzZV/SjsryBQweL+PiDXTzw8HgCg+wzhzsoKIhly5YxatQoBgwYwIIFC+xSbndEyNlOrF69mn/84x+sXbuWmJiYdh9v0Jv4YvFeTCaJocNiGDaiR7uOF4IWtAeNRolCQZtrTrE9A4WcO4HGRiOn86r58btDXHlVCqPG9GzX97gt06WUSgU3LBxCdfV2cnOq+PiDXdz7wNhLLobTUG/Auw3rv/fp04cvv/yS6667juTkZIYPH97m+AVnEPOc7cDJkycZPnw4b7zxBjfffLNNZXz71QF278wjJNSbh/40EU9P2+6bGhoa2jUPWtC1aOs858ZGI2Wl9ZhMEkajGaPRjMnY/FrCZGp6bvosIMCT8Zf16sSfpHvSUG/g+28OcuhgEQCpAyKZN38gPm2QYnvnMdfV6Xn79a2UlzWQlBzKortHXjC/t9kssWVTFj4+2jbfpL3yyiu8+uqr7N27l4gI+60d310Qcu4ger2ecePGMW7cOF5//XWbytiXls+Xn+9DpVJw/0PjOzxVw1ZBN9Qb8PLWCKG7MSIJifsjyzK7d+bx049HMBrM+Ad4MH/BkIuOFLc1wUhpSR1vv76VhgYjI0bFcu38gef9/m9cf5JfVhwH4I57RrVp1LosyyxYsIDy8nJWrVqFUimGOLUH8dvqII899hhgGaloC2Wl9fzw7SEAfndlP7vMobRlkNjB/QV8+r89QswCgZNRKBSMHN2Th/80gR6xAdRU6/nw3R38vOwoJpN0zv4dyfwVFu7LrXeMQKVSsntnHuua1nw/m4mTejFqTE8kSeaz/+2huOjSa0UrFAree+89Tp06xYsvvtjmmAQWhJw7wNKlS/nf//7H119/bVPGHZNJ4otP96LXm+iXEsG4dqw2dSnaKujaWj2f/W8Pny/eS052FSuXH0OSRGOKQOBswsJ9ue/BcUxuWmFq4/pTvP36VkqK66z72CMlZ0KvYOYvGATArytPsDft9Dn7KBQK5lydQt9+4eh0Jj5+fxe1NbpLlu3v788333zDv/71L+t4GEHbEHK2kdzcXBYtWsT7779P7969bSpj0/qT5J+uJiDAk+tvHGT3WuvFBC3LMvvS8nnlhQ0cOliERqNk9pV9mfm7viiVjq89V1Y2snH9SUpK6i69s0DQTVGrlcy6oh933TuagABP8k9X8/orm9ixLQez2Wy3XNmDh8Ywq2mN+G+/PMjJzPJz9lGplCy8dSjRMf5UVjbyvw93t2kpz6FDh/LCCy9w4403Ul5+brmC8yP6nG3AaDQyadIkUlNTee+999p0jMFgRqttPWdZrzfx0w+HGT4yll6927daVXs4uw+6tkbPD98dsibzT+gdzHXzBxEa5tgc3LW1eg7uL+DAvgKysyrReqh48I8T2jxlTHBpRJ9z16Wh3sD33x7i0IFCUMiMGO1BULCKCRPG2yVXtizLfP/NIXbtyMXLS8N9D40lIsLvnP2qqxp567WtVFfrSEmN4Obbh1/yhl6WZa655hrMZjM//fST6D5rA0LONvC3v/2NFStWsGvXrjbNZy4vq2fN6gzmLxjs+OAuQLOglQpfNq+vobHRhFarYtYVfRkzLt5hteWGegOHDxVxYF8BmRllNP+3qVQK+vQLZ/DQGAYNjhJfVjsh5Ny1sQwWy+Xw4YN4ekvknPLi2uuH2i2tqNks8cmHuzlxvJSgYC/+8PB4/PzOFX9hQQ3vvLENvd7E+IkJzLk65ZJlV1ZWMnjwYB555BEefvhhu8TblRFybie//vor1157Lbt27aJfv0snj6+qauS/b26jtlbPgIFRXH/joAtOV3AkVVWNLP1uH15+pVSUKVApQrl2/mCCQ+y/Tq5OZ+LokSIO7C0g/UQpZrPlX0yhgMSkUAYPjSFlQATe3peeHiJoH0LOXZvmPuaKiirSj2nIza5FoYC//H2y3Vaf0+lM/PfNbRQW1BDbM5B77h9zTqsfwInjJfzvg91Ikszcq1PaNGZm+/btTJ06lQ0bNjBixAi7xNtVEUlI2kFhYSE333wzb775ZpvEXFen58P/7qSyopHoGH+umpdqs5gLC2pQqZXtbgJunpax4qej6HQmfP01DBkOcXG+BAXbJytQyxjXrM7g2NFiTMYzo0oTegUzaEg0AwdF4Xueu3CBQHBpWg7+uuyyCUyZomH1qnRkSbbrsrCenmpuv2sEb7+2lbzcKn5edpSrrx1wzn59+oZz1bxUfvj2EMuWHiEo2Jv+qRefzzxmzBiefPJJ5s+fz759+wgIcK8VvjoTUXNuI7IsM3fuXHx8fFiyZMklm2EbG4289/Z2CvJrCAv34d4/jLVZTEcPF7Pk873MvqIf/VMjCAxsm1QrKxv5/uuDpJ8oBSwr6lw7fyAenjgkUUlhQQ3/+fcmAGJ7BjBoSAwDB0XZLTWg4NKImnPX5GKjsmVZdki3UEF+DcuWHmHBTUPwD/C84H4rlx9jw7qTaLQq7v3DGHrEBl60XEmSmDFjBvHx8XzwwQd2jrrrIOTcRj777DMeffRRjhw5QkjIxQdvGQxmPnx3J9lZFQQGeXHfA2NtEpQsy2xcf4pfVhxDliFlQAQ3LByCh8elGzxMJjMv/GsdNdV6PD3VXDG3PyNGxVq/xI7IJCbLMtu35tCnb5hd7+QFbUfIuethj+lSttIW8UuSzJLP9nJwfyF+fh784ZHxrdafPx+5ubkMGDCAb775hhkzZtgz5C6DmErVBgoKCnjwwQd57733Lilmk8nMp//bQ3ZWBb5+Htx17yibxGwymfn2qwOsXG4R8+VTE7n5tuFtEjOAWq1i6vRk+vYL54+PXcbI0a1z9DpiNSuFQsHY8fFCzAKBnXCmmIE23bQrlQrm3ziYuPggamv1fPz+LhobjRc9pmfPnrz88svceeedVFfbb2WsroSoOV8CWZaZM2cOAQEBfP755xfd12yWWPLpXg4dLMLLW8Pv7x9DVHT7Fx2vq9U3Cb4StVrJtTcMZOiw9i2E0Rw7XPwLJnJxdy1Ezbnr4Gwxt5f25OoGy/Vp5syZxMbG8uGHH3ZipO6BqDlfgk8//ZQ9e/bwxhtvXHQ/SbLMETzUtBbzortG2iTmwoIa3vzPFrKzKvH18+Ce+8fYJGawSPlSshXrQQsEroe7iRnA19eDRXeNxNtbQ0Z6GT98e/HriUKh4IMPPuDbb7/ll19+6cRI3QMh54uQn5/PQw89xHvvvUdwcPAF95NlmRU/HWXPrjzUaiW33TmCuPigdp/v6OFi3n5jK5WVjURF+/PAI+NtKqe9CEELBK6DO4q5mbBwX25dNNyaq3v92pMX3b9nz5688sor3HXXXVRVVXVOkG6CkPMFkGWZu+++myuvvJI5c+ZcdN/fVqWzZVMWSqWChbcOJTGpfQkBZFlmw7qTLP54Nwa9mdQBkdz34NhLDqqwJ0LQAoHzcWcxN5PQO4Trb7Tk6l7183H27c2/6P533HEHqamp/PGPf+yM8NwGIecLsHjxYvbu3XvJZSA3bTjFmtUZKBQwf8FgUlIj23Uek8nMN1+2GPg1LZGbbhvW5oFf9kQIWiBwHl1BzM0MGRbDjNl9APhmyQEKC2ouuG9z8/b333/PypUrOytEl0ckITkPJSUlPPLIIyxevPiizdk7d+Sy4qejAFx97QCGDItp13nsNfDLnjQLunkFGTFITNDd0OtNnX5z3JXE3MzlUxOpKG/Aw0NNROS5ObpbEhsby6uvvso999zDsWPH8PUV+fbFaO3zsGjRIqqqqvjhhx8uuM/+fQV8+dleZBlmX9GXSVMS23WOwoIaPvlwN5WVjfj6eXDrouGd0r/cVsQobvdEjNbuOOt+y2DnjlyiY/yJjgkgOsafmJgAAgI9HfI96IpibkaS5Dbn7ZdlmQkTJjBhwgSef/55B0fm+oia81ls376dr7/+mqNHj15wn2NHivnq833W+cftFXNzxi+D3kx0jD+33THC5bJodZUatMFgprZGR12dgdoaHbW1BmprddTWWJKzzLqiX6cskSlwD4wGMwX5NVRWNFJZ0ciRQ8XWz7x9NERHBxDdw98q7LBw3w79/7iSmHU6I56e9r2ha8/vRqFQ8PbbbzNmzBhuu+02+vTpY9dY3A1Rc26B2WxmxIgRzJs3j3/84x/n3edkZjkfvb8Tk1Fi7Pg45l6T2i5pbd+aw9LvDyHLkDogkhsWDkbrhP7ltuLqNejCghpycyqpayHdZgHX1RrQX2S92anTk5g+q2tdAETNueOYTGaKCusoLKgm/3QNBfk1FBRUY9Cbz9lXo1ESGeVvrWUPGRaDp2fbvs+uJGaAY0eLSdt9mqvnDcDH13mL0jz44IMcP36cX3/91eWuN52J61rBCbz33nvU1tby5z//+byf5+VW8cmHuzEZJYYOj2HO1e0TM0CP2ADUaiUTJvVi+sw+Ll9rc/Ua9OGDRfz2a/oFP1cowMfXAz+/Mw9fPy1+/p74+mkx6E2dcnO0c0cuRw8XI0kSkllGklo+JMxnbzM3bZdkZEnmqnmpDBwc7fA4nYXZLLHip6PU1xvw8tLg7a3Fy1uDl5fG+uzd4lmjVTns/1CtVtEjNoAesQGMGGXZJkky5eX1FObXkJ9fQ0F+NQWna6it1ZOXW0VebhUAg4e27W/kamIuK61n9S/p5J+u5lRmOVdfN4ABA6OcEsszzzxDnz59+P7777n22mudEoMrIOTcRGlpKf/4xz/48ssvL/hFOXSgEL3eRMqACK67YZBNYo3tGcijf5/c5sUrXAFXFnSPWEttxdevtYD9/D3w9fPAx0frEjdAJUW1HDtSfOkdz4NarcTLq2vXglUqJR6earZuzm7j/opW4g4M8uKmW4c5LD6lUkFYmC9hYb6tbpJqa3QUNAm7prqxTX8nVxMzQGiYDzfePIRvvzxATnYln/0vjUFDorlqXio+Pp1biw4MDOSll17ikUceYdasWfj4dM90wKJZu4k77riDiooKfvzxxwvu07z84tDhMajV565v2kxlZSMH9ua3uy/a1XH1Jm5XJv90NeVl9SiVCpRKJUqVoum1ApVSgVKltL5XKhXWz1VKy3a1Romv76Uv4u7arG0wmDlxvISGBiONDUYaG89+NrT67OyrVlCQF3/75xTnBN8OXFHMLZEkmc0bT/HrLycwGSV8fbVcc90AUttZi5Ykyx/I1htjSZKYOHFitx4cJuQM7NixgylTpnDkyBHi4+M7VFb6iVKWfLaXgAAvJl3eu93Tq1wdIWjXxl3l3B4kSUavN7USuCzJJPUJc3ZoF8XVxdySkpI6vlmyn9ycKsDSXD/3mrbXomVZ5tP/7eHa+YNsrnkfOHCAMWPGsG/fvm45OKzby9lsNjNy5EiuvvpqHn/8cZvLkSSZ9WszWf3LCWQZEpNCWHDzUJvXcHZlhKBdl+4gZ3fEncTcjLUWvfIEJpOEr58H864bQMqAiydaMuhNLP/pKHt2ncY/wIObbxtOj9gAm2J44IEHOHHiRLccHNbtM4R9/vnnVFZWXnAQWFtobDSy+OM9/LrSIubJU3pzxz2juqSYQWQSEwjagzuKGSxN0pdN7s1Df55Az7hA6mr1LP54D19+vo+GesMFj9N6qJl0eW/CI3yorGjknTe3smdXnk0x/N///R979+5l1apVtv4Ybku3rjnrdDr69OnDc889x8KFC20qoyC/hk//t4eK8gY8PdVcv2AwqZe4s+wqiBq06yFqzq6FLWI2mcycOFZK76TQNk/LcjRms8TmDadYvSodk0nCz8+Da64fcNF0xQaDme+/Oci+NEtu7THj4rjyqhTU6vbVCV999VU+/fRT9u7di1LZfeqT3VrO//nPf6w5tG35o6ftPs333x7EZJSIjPLj5tuGERbevdLOCUG7FkLOrkNHaswfvb+TzPRyevUOpl//cPqlRBAS6vxRy8VFtXzz5QHr1LGhw2KYc3UK3hfoV5ZlmW2bs1n+01EkSSYuPoibbhtGQIBnm8+p0+lITk7m+eeft7kS5Y50WzlXV1fTu3dvPvvsM2bNmtWuY00mM8t+PMqObTmAZbDEtdcPdOlkIo5ECNp1EHJ2DToi5pOZ5az46Sj5p6tbbQ8L96Ff/wj69g8noVcwKpVzapFms8Sm9ZZatNks4efvwbzrBtI/NeKCx2SdquDzT9KordXj6+fBzbcOJaF3SJvP+cknn/DMM89w/PhxtFrnJUjpTLqtnJ944gk2b97M+vXr2yWTyspGPv8kjbzcKpRKBVde1Z+x4+O7vZCEoF0DIWfnY68+5upqHcePlXD8aDEZJ8owGM5kKPP0VJPcJ4x+KRH06RfWpml29qaosJZvvtzP6TzLTcTl0xKZObvvBfevrtbx+Sdp5GRXWq6dc/szdkLbrp1ms5lBgwbx+9//nj/84Q92+xlcmW4p56KiIhITE1mzZg2jR49u83EZJ0r54rO9NNQbraMQXWmxCmcjBO18hJydi6MGf5lMZk5lVnDsaDHHjpZQUd5g/UyhsCQ3aq5VR8f4d9p3z2yW2Lj+FGtWp3PnPaPodYnasMkkseKnI2zbYml1HDIshnnXD0SrvXDeiGaWLVvGXXfdxcmTJ7vFqlXdUs73338/hYWFF111qiWSJLNhbSa/Nk2T6pUYwsJbhuLXRUdjdwQhaOci5Ow8OmtUtizLlJbUW0WdfarCmvQDICjYi7/8fXKnNnvXNTVXt5U9u/L44btDmIwSUdH+3HL7sEv2qTevWjV9+nT++c9/djRkl6fbyTkzM5MBAwawd+9e+vXrd8n9GxuNfPXFfmvqxUmX92bG7D5O6+9xB4SgnYeQs3Nw5nSpxkYj6cdLOXa0mBPHSomM8uOe+8d02vltJf90NZ/+bw+VFZa0pzfePIS+/cIvesyWLVuYPXs2J0+eJCzMtZPOdJRuJ+cFCxbg5eXFRx99dMl9C/Jr+OyTPZSXWRYMn79gULvT2HVXhKCdg5Bz5+NK85glSaa+3uA2rXr19Qa+/Gwf6SdKUShg2sxkLp+adNG0n1dccQWJiYm89tprnReoE+hWcj5+/DiDBw8mIyOD2NjYi+7bcppURKQft9ze/aZJdRQh6M5HyLlzcSUxuyuSJLP6lxOsW5MJQL+UCG5YOPiCi4gcOHCA0aNHk5WVRWRk180p0a3aZl988UUWLlx4STEfP1bC10v2YzJKDB4azQMPj3MbMTc2GtmXls/33xzEaDx3/VlHI0kylRUN1NXqRSYxQZdGiNk+KJUKZv6uL7csGo6Hh5pjR4p58z9bKCqsOe/+gwYNYsqUKaLm3FXIzc0lOTmZAwcOXDKJuiTJfL44jd69Q9o81N+ZVFU1cvRwMUcOFXEysxxJkonpEcDNtw8jONjbrueSZZmGBiMV5Q1nHhVnnqsqG/H39+ThRyda73xFDbrzEDXnzkGI2TGUlNTx6cd7KCmuQ6NV8eAfxxMR4XfOftu2bWPmzJnk5uYSGBjY+YF2At0ma8Yrr7zCnDlz2rS6iVKp4ObbhrmsRGRZprioliOHijlyuMg6zxAs0yri4oNISY3AbJZsKt9gMFNZcZZ8re8b0etNFz3eaDRzOq+apORQwLXXgxYI2osQs+MID/flDw+P59sv94NCQfgFWizHjh3LkCFDeOedd/j73//euUF2Et2i5lxaWkp8fDxbtmxhyJAhzg7HJiRJJiergsNNNeSW8xxVKiVJyaGkDIigf0oEfv5tT413Pp78x680Nhgv+LlarSQo2IvgEG+Cg70tzy1eX6ivSNSgHY+oOTsWIebOQZZlTCYJjebC859XrVrFLbfcQnZ2Nt7e9m0hdAW6Rc35jTfeYMKECW4nZqPBTHp6KUcOFXPsSDH1LVaC8fRU0y8lgpTUCJL7hts1QX5wsDd1Wn1r+baQsJ+fh02LqIsatGvT2Ghk2Y9HrC0j1r9M09+o1V9K0fzRuX8/hQL69A1n2IgeDovVGQgxdx4KheKiYgaYMWMGPXr04OOPP+6SWcO6vJxramp48803+emnn5wdSptpaDDw3VcHOXGiFGOLlH0BgZ6kpEaSkhpBr8QQh821fuCR8TbJty0IQbsuXl4alEoFhw8WdbgsX1+PLiVnIWbXQ6FQ8Le//Y0///nP3HPPPV2upajLy/ndd9+lf//+TJw40dmhtBlPTw05OZUYDWYio/xIGWARckyPgE4RmaPE3IwQtGvS2GgkMSmUxKRQZJp6u5qfztP5db4eseZNEZHuMbuhLQgxuy7XXHMNjz/+OEuWLOHWW291djh2pUv3Oet0OhISEnj//fe58sornR1Ou8g4UUpwiLdLLBPnKEQftP0Rfc72RYjZ9fnoo4945ZVXOHz4cJda77nr/CTnYcmSJYSEhPC73/2u3cdmnargZGaZA6JqG0l9wrq0mAExD1rg0ggxuwc333wz1dXVrFy50tmh2JUuK2dZlnnzzTd54IEH2nU3VVuj46sv9vHfN7eRm1NFfZ3h0ge1E5NJEiJqQgha4IoIMbsPWq2W3//+97z11lvODsWudFk5b9u2jaysLG666aY27W82S2zZeIp/P7+BvXvyUSoVNDYYUWvs9yuqrGxk1crjfLE4TTThtkAIWuBKCDG7H3fffTcbNmzgxIkTzg7FbnTZAWFvvvkmixYtwsfn0k3Dp06Ws/T7wxQV1gKQmBTK3Hkp581M014kSSYzvYztW7M5eqQYWYagIC9OHCuhzyVWYOlOiEFiAldAiNk9iYiI4Nprr+Xtt9/mjTfecHY4dqFLDggrKCggISGBI0eOkJiYeMH9aqp1/Lz8GPvS8gHLVKUr5/ZnwKCoDouhod7Ant2n2b41m/IyS8IQhQJSUiMZMy6O3kmhDh8V7Y6IQWIdQwwIs53uLOZ9afnExAZcMCOXO7Bz506mTZtGfn4+fn4dr1g5my5Zc/7oo4+4/PLLLyhms1li6+ZsfluVjl5vQqVSMHFSLy6floSHR8d+JXm5VWzfmsP+ffmYjJb0mX5+Howc05NRo3sSGOTVofK7OqIGLXAG3VnMAAX51Xz5+T5Cw3zon2rJNBgXH+RW69aPHDmS5ORklixZwj333OPscDpMl5OzyWTi/fffv+DggJOZ5fz0w5km7KTkUObOS+3QHaPRYGb/vgJ2bMsmL/dMnuteiSGMGRtHyoBI1Gr3+Sd3NkLQgs6ku4u5rLSeyspGPDzUlJXWs2n9KTatP4W3t4a+/cPpn2KfLISyLDv0e6xQKLjnnnt45513uPvuu93+mtHlmrWXL1/OvffeS3Z2Nmr1mX+m6modPy87yv69BQAEBnpy5VUppA6MtPmPWFpax45tuezZlWfNRe3hoWbYiB6MHhtHZJT7N604E9HE3X5Es3b76O5ibonJJHHqZDlHDxdz9EgxVZWN1s9UKiW9E0PonxpBv5QIgmxoAdy6KQuTWWLUmDi7phtuSV1dHdHR0axZs4aRI0c65BydRZeT8xVXXMGIESN48skngaZR2Juy+O3XdAx6MyqVgssm9+byqYlobWjCNpsljh8tYfvWHNJPlFq3R0X7MWZcPEOGxXS4aVxwBiHo9iHk3HaEmC+MLMsUFdY2ibqoVYsgQHSMP/1TLKKO6RFwyfEz5WX1/LLiOAcPFOLlpWHM+DjGT0zA19f+v/P77rsPnU7Hxx9/bPeyO5MuJefc3FwSExM5deoUPXr04GRmGUu/O0xxcR0AyX3DmHt1CmE2NmFv35rD+jUZVFXpAMvd5IBBkYwdF09cQpAQh4NYueIQRnMuKqUvGlUESqUShdLSjGV50OpZ2fxe2eJzpWV7WJgv8b2Cnf0jOQwh57YhxNw+qqt1HDtiqVFnZpRZx9MA+Ad40K9/BP1TI0hMCj3vghWSJHP0cBHr12ZaRa/RKBkxqicTJ/ey67rzBw4cYMyYMRQWFhIQEGC3cjubLlXFW7JkCVOmTMHPN4QvPt3LgX1NTdhBXsy5qj8pA2xvwgaor9dTVaUjKMiL0WPjGDEqFl8/8aV2JLIss2FtDh6eMqmDq6goqyYrU8FZayS1Ca2Hir/8bbL9gxS4FULM7ScgwJPRY+MYPTYOg95ERnoZR5tkXVOtZ+f2XHZuz2XAwEhuvn34OccrlQpSB0aRMiCSk5nlrF+TSUZ6Gdu2ZLNjWw6Dh0QzaUpvIqP8OxzroEGD6Nu3Lz/88AO33357h8tzFl2m5izLMgMGDOCaq+5AMvVtasJWctnlvbh8ahJa7cWXH2sLtbV68nKr6NsvXEyD6iRkWea3X9ORZZAkAwZTLkp8URAKKJBlGVmm6Vlu2k9uvV2yPEuyzOChMfRPiXD2j+UwRM35DCXFdej1plb/C5Ikk5t3Ap2unvi4FFRKzZnPWv0vNf/vyNbFPAYNiXbuD+SCSJJMXm4VRw8XcfRICRMuS2Dk6J5tOvZ0XhUb1p7k0MFC6++4X/9wJk9NJD6hY61br776KitXrmTNmjUdKseZdBk5HzhwgLFjx7Lks81s3VxAn35hzLk6hbAw9523JzgXV+iDbh7pr1QqUChBqVA0vVZYX1vfN21rft3c9O4ohJzPkH2qgnff3o4kNV3iFDLJfWW8fWWO7FdiNLb976BSKXj+5fbn6O9uSJLc7opLaUkdG9efJG33acxmy98qoVcwk6b0pm+/cJu+LwUFBcTFxZGdnU1MTEy7j3cFukyz9hdffMHVV1/N7CsGkdQnhn79bfujClwbV5hm9d+3tllH59uCsqkvXKm0dLnccc8ou/a5CSyUldUTHuHbdEMEYZENaD3MlBT4ExWtPDNmQXnWWIWzxzE03VgJLo0tv6ewcF+unT+IaTOS2bwpix3bcsg6VUHWqQqiov2YNCWRgYOi2jXnOjo6mkmTJvHll1/y5z//ud0xuQJdouZsNpuJi4vjgw8+YNasWc4OR9AJOLMG/form9HpjEhmS1OoJFmaP6WmJnRJkpEkCUk605R6ISKj/Ljn/jH4+GjtEpuoOZ+L6GN2LxoaDGzfksOWTVnU11sWHgoO9uayy3sxfEQsmjZ2US5evJjXXnuNffv2OTJch9El5Lx+/Xrmz59PQUFBq7nNgq6NKzRxt5XmfvBmkZtbCF2rVdtlTAQIOZ+NK4j52JFiigpr0WiUqDUq1GolGo0KtUaJRq265PbuWms3GMzs3pnLxvWnrHOuff08mDAxgdHj4vDyuvj/d01NDREREezZs4eUlJTOCNmudAk533HHHfj4+HSZhOeCtuNOgu4MhJzP4ApiBqisaODFZ9dftAXlYiiVCqu0o6L8uPu+MXaO0LUxmyX27y1gw7qTFBdZxnv0iA3gwT9OuOSxN9xwA7169eK5555zdJh2x+2rmTqdju+++47ffvvN2aEInIAr9EELXA9XETNAbk4VY8fHYzSaMRkljCYzRqOEyWjGZJIs25ufmz43GS3vm2cf6PUm9Hpo6MBYB3dFpVIybEQPhgyL4fjREtavzWT4qNg2HXvTTTdx//33869//Qul0r1SKLu9nFesWEF4eDgjRoxwdigCJyEELWiJK4kZLFOwbJmG1dwN0ixyo0m69EFdkLzcKkpL6hg4OLopfWg4bW3vnTFjBvX19WzZsoWJEyc6NlA74163Eufhm2++4cYbb3Toxbi+3kBGi1SdAtejWdBFRUUcOnSILtBbI7ABVxNzR1AoFKhUSjw91fj6eRAU5GVTTmt3RpZl6usNfPXFfp7/v7Ws/S2Dhnpjm/vhNRoN1113Hd98842DI7U/bi1ng8HAqlWruOqqq+xettkscexoMZ99ksa/nlxDQUGN3c8hsC9C0N2briRmgQWTUaKivIGQUG9qa/T8uvIEzz6zhu+/OUhxcW2bypg7dy7Lly93u+uBWw8I++2337j99tvJy8uzW825tKSOPbvySNtzmppqvXV7YlII864fSEioj13OI3Ac3XmQWHcdECbE3LWRJJnjR0vYvPEUJzPLrdv79A1jwmW9SOoTesHvuV6vJzQ0lC1btjBo0KDOCrnDuHWf87Jly7jyyis7fPHV6Ywc2F/Inp155GRXWrcHBnkxfEQPho3oIaTsRog+6O6FEHPXR6lU0D/VsrhGQX41mzdmsX9vASeOl3LieCkRkX6MvyyBoUNjzpkH7eHhwfTp01m2bJlbydlta86yLJOQkMB///tfmxKPSJJM1qly9uw8zcGDhRgNZgDUGiWpAyIZMaonvRNDuu0cw65Ad6xBd7easxBz96W2Rse2rTns2JpjTVbi46Nl9Lg4xo6Lw8/f07rv4sWLefvtt9m1a5ezwm03bivngwcPMnbsWMrKyvD09Lz0AU1UVjaStjuPPTtPU1HRYN3eMy6Q4SNjGTQk+pKT2wXuQ3cTdHeSsxCzAMBoMLNvbz6bN2ZZ50GrVEoGD41mwmUJRMcEUFpaSlRUFLm5uURHu8cCJm7brL18+XKmT5/eJjEbDWYOHy5iz848MjPKrMPwff08GDo8hhEjY4mI9HNwxAJnIJq4uyZCzIJmNFoVI0f3ZMSoWDLSy9i88RQnjpWStvs0abtP0ysxhAmXJTB69Gh+/vln7rrrLmeH3CbcVs7Lli3j3nvvveDnsmxZymzPrtPs35uPTmcCmvsuwhkxsid9+oW1K5l6d0CnM1JaUo9KpUCpVKJSW6ZzqJSWZ6Wq6b1KiUqlcAvRCUF3LYSYBedDoVCQ3CeM5D5hFBfXsmVjFnv3nOZUZjmnMsvx9+3P0qU/uY2c3bJZu7CwkNjYWAoKCggPDz/vPj9+d4jtW3Os7yOj/Bg+Mpahw2Lw9RNf5guRcaKUD97d2eb9lUqFRdjNIldapK1skndQkDcLbh6Ct50WdugI3aGJu6s3awsxC9pDfb2Bndty2Lolm+zsTD7/6hEqKyvw9nb9VeDcsub8888/M2rUqAuKGSAxKZT9ewsYPDSa4SNj6REb0GUuxkajmYZ6Aw0NxqZH0+t6A40NRoYO70FklG3N9BqtisgoP8xmCbNZtj5Lze8lybIaU1OeYMsKTDImJNCfW15kpB+eLtKHL2rQjqP5/8RkMmM2SZjOephNEibz+be13v/M8WPHx7eaJSHELGgvPj5aLp+WxMTJvTmwry+/rH6BNWvWMGfOHGeHdkncUs6//fYbM2fOvOg+/VMjeLz/VDQa+6z240hKiuuor9NT32CksYVoWz232G40XjiNX2iYD9Nn9bE5lviEYP74l8suuV/zsojNApfMMqamZ6vQJctF1mAw4ekpBN1VkSSZ7785yJ5dp+1abr+UCKuchZgFHUGtVjJsRCzzrp3D6tWrhZwdgSzLbNiwgQceeOCi+1n6RDspqA7y4bs7qKrStXl/hQI8vTR4e2vw9tbi7dP03PS+sKCG2J6BjguYpuZspQp3XKFTCNq+KBSgVqtQKEClVqJWKVGrLQ+VWolabVkOUaVSNG1XNW1v/VCpWr8PDrY0PQoxC+zF5MmTefLJJ50dRptwu0vr8ePHqa2t7VILXURG++Pj62GRq4+29bN3i/dNEvby0oj51x1ECNq+zL0mhauvTbX771CIWWBPJk6cyJEjRygtLSUsLMzZ4VwUt5Pzhg0bGDt2bJf6ki66a6SzQ+iWCEHbB8sCDfb/vQkxC+xNaGgoqampbNq0iXnz5jk7nIvidnJev349kyZNcnYYgi6CELRrIsRsOzqdia+/2EdjoxEPDzUenmo8PTV4eKiszx6eGjw91S0+P/Paw0PdpVvmJk2axIYNG4Sc7Ulzf/ODDz7o7FAEXQghaNdCiLljaDRKUMCpkxU2l6HVqqyi9vRUM+GyXgwZFtOuMsxmySXzSEyaNMkt+p3dSs7Hjh2jrq6OkSNFM7DAvghBuwZCzB3HYDBz2eTejB4Th15vQqezPPR6E/qmZ53urNdNn+l0JsxmCYPBjMFgprZpfmRjo7HdcVRX6/j4vV2ER/oS2zOQnnGBxPQIxNPTudq57LLLOHr0qMv3O7uVnDds2MC4cePQap2f0ELQ9RCCdi5CzPbBy0tDfEKwzcebTGb0OjM6nRG93oxeZyQ4pP1JOwpOV1Nbq6ekpI7DB4sAy8j+iEg/YnsGWoUdEenXqTXskJAQt+h3djs5i/5mgSMRgnYOQsyug1qtQu2rwse3Y5WgfikR3HP/aHJzqsjLtTyKi2opKrQ8du/MAyzN8DE9LKJuFnZgkJdDv3fu0O/sNnIW/c2CzkIIunMRYu6aqFRKomMCiI4JYPTYOMAyWC3/dNUZYedUUV2tIzurguysM33kvn4eVlE317LtuVrgpEmTeOKJJ+xWniNwm9zaWVlZJCcnU1tb264lIgUCW3HHXNzulltbiFlQXdVorVnn5lSRl1eFQW8+Z7+wcB9SB0Yx63d9O3zOwsJCYmJiqK6uxs/PNVckdJua8969e0lJSXFbMcuyJQe1K45eFJwfUYN2LELMAoCAQC8CAr1IHRgFWNLBlhTXkZdbaa1hFxXWUlpST1Vlo13OGRUVRWRkJPv372fChAl2KdPeuI2c09LSGDZsmLPDuChms0R1lY7ysnrKyhooL6+noulZMsv8/g9jO9yPI+hchKAdgxCz4EIolQoio/yIjPJjxKiegGUEesHpajRa++VkHjZsGGlpaULOHSUtLY25c+d2uBxJkikvqycs3Nem4w0GMxXl9ZSXNVBe3kB5Wb31ubKi0bpa09kEBHpSWdkg5OyGuKqgf1uVzq6dua22KZUy/QfCyy9sQJJsi/Evf5ts14vg2QgxC9qLVqsivpftI9DPR7OcXRW3kLMsy6SlpfHMM8+0+1hJkinIr+HUyXJOZpSRdaqCaTOTLypns1ki/3R1k4CbRNz0urbmPOsitsDHR0tIqDfBId6EhPoQ0uLZz19chNwVVxR0YJAn1WctmKJSWW4Oa6p1mM22xefIQShCzAJXYdiwYXzzzTfODuOCuMWAsJycHHr37k1tbS1eXl4X3VeSZIoKazmVWcbJzHJOnaw4ZwJ978QQbr5tGN4+56/FmkwS//jLSs73m1EoIDDQq0nAPoSEep8RcKi3yyyNKHAMrjRIrLys/pz/UZPJxM5dGxg1chJqG5cMCw7xdkj6RiFmgStRUFBAjx49qK2txcfH59IHdDJuUXNOS0sjJSXlvGKWZZniolpOZpRz8mQ5p06W01DfWsZ+fh70Tgqhd2IIvRNDCQn1vuhFVa1WkpgUilqttNZ6g0O9CQ31ISjYG7VaDOrqrrhSDbp5reOWGI3Gps+8XWq0thCzoCPIskxuThVR0f5o7dTlEh0dTUREBPv372fcuHF2KdOeuI2cmweDybJMSUkdJzPKOZVpEXJ9naHV/r6+WnonhdKrdwi9k0IIC/Np9wX0rntH2y1+QdfClQTtDggxCzqKQqHg8MFC/vvmNqJj/ImLD7I8EoIJDPS0+fvX3O8s5GwjaWlppKaM44tP93Iys5y62tb9vj4+WnolNteMQwiP8BUXS4FDEYJuG0LMAntQVdVIdlYlkiRzOq+a03nVbN2cDUBAgCc9m2QdnxBEdExAm1s3XXlQmFvIeffuNEICpqKUCgDw8tbQu3eIVcgRkX5deokzQcf46YfDNDQY0WhUaDRKtFoVao0KrVbVtE2FRqtC2/S5Rnv2NstrtVrZ6v9MCPriuKqYzWbJstBDU97osxeBuNiiEHq9Zf/7HhxHQIB75lxwRwIDvbj/oXE01BvIza0iJ6uSnOwKcpsyjB06UMihA4WApVuyR2yAtWYdFx+En9/5//eGDRvG999/35k/SptxeTmXl5dTUVHG+AnDSEmNIzEphMgofyFjQZs5eqSYygr7JC9Qa5RoNSpiegRw023DhKAvgKuIece2HHZuz20lWqPh3OxT7UWnMwo5OwFvHy19+4XTt184YLnRKi6qJTurktzsSrKzK6kobyA7q5LsrEpYfwqwDHKMjw+iZ1PtunmxjZSUFNLT0zGbzahUjps+aAsuL+eMjAwiIyO59w+TnR2KwE25cm5/GhqMGA1mjEYzBqO56bWE0WjZZmxaIu+cbS1eyzKYjBImo4S3jxYPD8vXRwi6Na4iZoD4hCCWfn/4nPwDao3Sulaxh4caD081nk3Pzds9PTV4eKjw8NS03s9TTYgNqzQJ7E/L/N1jx8cDUFurJye7kpysCnKyKzmdV01FeQMV5Q3sTcsHQOuhomfPQOITAgHLjKBevXo56ac4Py4v5/T0dJKTk50dhsCNaU4L2BFkWcZsljAaLWvdmoxmzGYJpdJyty0EbcGVxGyJR+ae+8dY5NosWA+1mHHRhfHz8yB1QCSpAyIBy9TYgvzqFrXrCmqq9WRmlGM0SvTu3Zv09HQh5/Zy4sQJIWeB01EoFJal9NSqC66O090F7WpiBoiOCXB2CAIno1Yr6RkXRM+4IMByo11VpSMnuxKNWsnqdcmkp6czc+ZMJ0faGpeXc3p6OiNHjnR2GAJBm+iugnZFMQsE50OhUBAU5EVQkCVvRnKyRc6uhsu37YhmbYG70SzooqIiDh06hBsk4esQQswCd0bI2QYkSSIjI0PIWeB2dBdBCzEL3B0hZxvIz89Hr9e7XEe9QNAWurqghZgFXYHk5GRyc3NpbLTPdEt74dJ9zunp6cTHx4svvRvy43eHUCoV1tGxHp5qtFpVqxGzHh4q62ttFx1B21X7oIWYBV2FyMhIfHx8OHnyJKmpqc4Ox4rLyzkpKcnZYQjaiSzL7Nyee8G1rS+ESqXEw1PVQt5nJK71UOPtrWHK9CS8vd1rTeyuJmgh5o4hSbJlTr3BkqXMYDBj0JswGMzoDSYMejMG62fN7y376Fu+b9rnuhsG0TsxxNk/ltuiUCisTdtCzm0kLy+PuLg4Z4chaCeyDHOuTrFcTPTmplSJTSkRDSb0ujPbDE3PRqOE2SzRUC+ds6pYMxMuS3A7MTfTVQQtxGw727Zk8/PyY3bJUNaSxgbDpXcSXJSePXuSl5fn7DBa4dJyLiwsFHJ2Q5RKhTVbT1sxmy3JPc4IvIXYdSYMBpM1AYi9lozrbNxd0ELMHSM4xBuT0SJmpVKBVqtC66FCq23q8vFQW997eFhyv2u1Z287931g0MXXuBdcmqioKAoLC50dRitcXs6jRzt26UaD3kR1tY7qah01LZ6bXwcFe3PDwsGoVM7rD139ywlKS+tRq5XWh6rFa7VKiVqjOvcz1dn7q1Brznzm6aVxGdGpVEq8vJQXTPDRVXBXQQsxd5yYGH/++X/TLQuvqJVu8Xdvpr7ewJef78OgN6HRWG4qNJozNxAa7ZmFZLTNr5uetc2LyLTYT6uxXIvs9TswGMz8+O0htB4qQkJ9CAn1JjTUh+BgbzRtuMZFRUWRmZlpl1jshcvLOTo62qZjJUmmrlZPTc254q2uOvNepzNdtJyAQC8ks4wzc6JnpJeRk11p1zIjIny5697RLiPn7oS7CVqI2T74+bvvQhlarQpZki2LSdgJhcJyff37P6fYpayGBgNpe0rO+Swg0NMi7BCLsENCva0C9/S0VAaioqLYtGlTh+OwJy4v56iotuVFLi2p45efj1ulW1ujb9OAJIUC/Pw9CAjwxD/As+nZq9V7nHzdnDo9iZoaPSaThNlkxmSSMJktCzCYTGce5ubtTfuYm7Y39+e23Bdo94Atgf1wF0ELMQsAjAYz02f1YdKUxKZFYkyWRWT0ZxaSMTQvLNNq24X3s+fMQl2jkeEjY4nvFUx5WT3lZQ2Ul9VTVWWpjFVX6TiVWX7Ocb6+WkJCfcjJa+D06Xz7BWQHXFbOBoOB0tLSNstZkmQOHyxqtc3DQ91auoFNz/4e1m2+fh5ObbJuC32alkcTdC1cXdBCzIJmvH20xPnYbzCmLMuWyoVZskt5fv6eDBh0riuMRjMVFQ2UlzZQVlZPRXk9ZU3irqxopK7OQF2dgeISmcIC0efcJoqLi1EoFERERLRp/6Bgb+YvGNyi9uuJp6fL/ngCAeC6ghZiFjgShUKBRqtCg2O71TQaFRERfkRE+J3zmdksUVXZSFlZPeknIvh0SRV6vd5l/tdd1l6FhYWEh4ejVrctRK1WxbARPRwclUBgf1xN0ELMgu6ASqVs6nv2ITEpBKVSSWFhIfHx8c4ODXDh9J3t6W8WCNwdV0n1KcQs6I6oVCoiIiJcajqVkLNA4CI4W9BCzILujKvNdXbZZu2KigpCQi6cks5slqhv6syvq9VTV6entlZPfZ2B2qb3Y8bF0z+lbX3WAoEr4KwmbiFmQXcnJCSEiooKZ4dhxWXlXFdXR2MDrF2dYRVvXZ2B+lo9tXX6C6Z4bEatUTJzdt9OilYgsB+dLWghZoEA/Pz8qKurc3YYVlxWzjU1NeTmNPDrLycuuI+npxpfPw98fbVNzx74+mnx9fXAz8+jyy3RJ+g+dJaghZgFAgu+vr7U1tY6OwwrLivn6uoa4uIjmHBZwnnF6+OrRaMR2a0EXRdHC1qIWeBqmM0SB/cXotGqrCvSeXpqLMvLelrSDSuVjmlFEjXnNtLY2MC4cUO48qoUZ4ciEDgNRwlaiFngiqhUSsrL61n9S/oF99F6qPBsWhfes+X68C1eW7d7ntkeEeFLQOCFFwnx8/OjurraET+WTbisnGtra/HzO3fiuEDQ3bC3oIWYBa6KQW+iukpHct+wppXpTNZnnc5kWQtbb0kHCvp2lT336hTGTUy44Oe+vr7k57tOCk+XlrOvr6+zwxAIXAJ7CVqIWeDKaD3UzLt+4Hk/k2UZk0k6R9itXuvPFbrlvZnA4Isvrenn5yf6nNtCXV2dqDkLBC3oqKCFmAXujEKhQKOxLEvp62v//10xIKyNuGrNubCghuLiOmRZtowGl0GWaXoPICPJIDet+NS83fq5bPn87M+0WhVjxsU7bLCDoGtgq6CFmAWCiyMGhLURV+1z3r+vgPVr7L8o9zXXDRBiFrSJ9graHcScl1tFZUVDqxtZWZaRpJY3t61vdGXJsk2Sz70JliUZSZbRaFRMury3s388gRvQJZu1n3zySZ555hm++eYbrrvuunM+f+edd7j//vt59dVXeeSRR9pUpiutDtKSiAhfUlIjQGFpZlEoFCgARZNYFQpQKhQtPj/zDK3fK1qUUV9vwGyWXH75SoFr0FZBu4OYwbKm+nvvbG8a6GM/fHy1Qs6CNuHp6YlOp7P5+PXr13P55Zdz33338fbbb5/z+dGjR0lJSWHOnDn89NNPlyzPLnK+8847efbZZ/nggw/OK+cPP/wQrVbLLbfc0uYyJUlCpXK9ecxDh/dg6HCx+pXA+ZxP0C1xFzEDFJyuoXfvEBRKRaubVoUClErFWTe6rW9ylec5RqFQoFQq0Hq43jVE4JoolUokyfb1pSdPnkxycjJffPEFL7/8Ml5erQegffjhhwDcddddbSrPLnKOjY1l5syZrFy5kuzs7FZLbu3fv599+/Yxf/78i+bKPhtXlbNA4EqcLei+fS0payVJ4sCBA24hZoD+qRH0TxV58AXOo6NyBot4H330Ub799ttWlVGDwcBnn31GTEwMs2bNalNZdutzvueee/j555/5+OOPeeaZZ6zbP/jgA2vQ7UGSJJRK0cQrEFyKloJuvrgcOHCAuro6txCzoOPIssyeXXlUVZ3VLHuBDMbyhT84h7BwX4YMi+lYgG6APeR822238fjjj/Phhx+2kvNPP/1EWVkZjz/+eJsrnQq5HQmon3rqqXO2PfzwwwQGBmI2m6015pycHJRKJTqdjqioKIKDg8nMzGzXtA+NRsORI0dISLjwpHGBoCuyZ/dptm7Kavdxao1Ej7h6NBrQ6+B0rg+S+cwNbkSEL/PmDxRpb7sop06W88mHu+1ebp/+4Sy8eajdy3U1du7cyfz58zuciGTBggV8+eWXnDhxguTkZABmzpzJ6tWrOXXqVKuW5YvRLjmfT65ZWVnWkz311FM8/fTT/Pzzz8yePZvPP/+cm2++mWeffZa///3vbT0NAGq1mnfeeYeICNHUJRAIBALHkp6ezssvv0xxcXGHytmwYQOTJ0/m0Ucf5aWXXiI3N5eEhASmTJnC6tWr21xOu+R8KU6fPk18fDxz5szhhx9+YNKkSWzdupWcnByio6PbVZZWq+XQoUP06tXrovuZTBLl5fUolUpUSssgEKVSgVKlRKUEpUqBQqE8s11MVxK4OJZ1ytuXmlCWJbKyT9DQUI9e34harSEoKJTYHr1b3VQHh3iLmrNAcB527NjBjTfeyOnTpztcVt++famqqiIvL49nn32Wp59++oKzmS6EXec59+jRg1mzZrFixQq2bt3Kpk2buPLKK9stZrC0/yuVSjQazUX3U6tl9u7OZEsbmwEtozuVKFUKi8xVitZiVylQNX0+Zlw8Y8bFtTt2gaAjBAZpCAzyafP+zaOyTSY948ePZe3atUyYMJ4dO3ZQWZXv8PWgBYKuQLNz7MFdd93Fn//8Z3766Sf+97//ERoayty5c9tVht2TkNxzzz2sWLGC66+/HlmW2z0QrJm2ds6bzRK1tXqCgryQJBmzJCOZpRavZSRJQrZm5bIcYzaD8RJlN9QbbIq9qyDLMmazbE3oIElNr5sf8oXe05Q8osVnLd7Lkox/gCdR0f7O/hHdnrOnSzVfXLy8vDplPWiBoKtgzxlCt912G//4xz946KGHKCgo4E9/+hNarbZdZdhdzrNnzyY2Npa8vLx2DRs/m7bKWa1WsfCWSw9WaCkJSZIwm5teN4vcfOaz5vf+/mKU68rlx9rcKtEeRoyK5bobBtm93O7E+eYxG41nbjkdvR60QOBoKioaMOhNGI0SJqMZo1HCaDK3em9q9d6MySSdeW+SLNuMUovPzEydkczgIa1bdO05QygkJIR58+axZMkSwJILpL3YXc5KpZKbbrqJ559/nttvv93mOxGNRoPBYL+aa+v+ZtHn1l6aE0EoVQqUTQkeFEpLNjSF0tJFoGj6HTcngFCe531zGWHhrpc33Z1oa4IRIWiBO/P+2zuoqGiwa5kqlZKA81S8jEYjarX9lHjrrbeyZMkSxo8fb80/0B4cklt7//79KBQK7rjjDpvL8PX1dakk5N2VK+b2Z87VKc4OQ9CC9mb+EoIWuCuBwV4olKDRqFCrlWeetWe916jQaJSo1U3P532vQqO2vPbyOld99l7PYf/+/UD7c3w0Y3c5HzlyhFWrVjFz5sw2z+c6H0LOzudMTnCBq2BrSk4haIE78vv7x3Tauerq6uy2EqJOp+Ptt98mODi4XSO0W2I3OS9ZsoQTJ07w6aefAvDEE090qDxXWyFEIHA2Hc2VLQQtEFwYe9Sct2zZwsaNG/n111/Jzc3lhRdeOCfHdluxm5zff/99Nm/eTFxcHB999BFjxnTsjsfV1tYUCJyJvRaxEIIWCM5PbW1th2vOa9as4emnnyY0NJRHHnmEP/3pTzaXZTc5b9iwwV5FAZZmbVFzFgjsv7qUEPS51NXpKS6qa+q/tPRVqjVKax+lWqVEpVaKJEZdmLq6ug7XnJ966qnzprm2BYcMCLMHouYsEDhu2Uch6NZkn6rg0/+lXXI/lapZ3k3SVitbC71pu6Zpu7ePlpmz+6D1cNlLrcsgSZZkFM66AbL3gLCO4rL/MaLPWdDdcfR6zELQZ/Dw1NAzLtA6b9ZklDCZLA9j03toTmDU9pWLpkxP6nJiNpslGhuMGAxmDAYTBoMZvf7Ma4PBjFFvQt/02qA/s73V6+bjm46N6RHInb8fhVbrnKmutbW19OjRwynnPh8u+18jRmsLujOOFnMzQtAWkpJDSUoef8HPLdnymoRtlDCaLEkumgXenPDC1Cx3k2UfySxjNJq7VD7zU5nlfPDuTruXK0mWBCHOkrM9mrXticvK2c/Pj7KyMmeHIRB0Op0l5maEoC+NQqFoarZWgaezo3EuHp5qtB4qtFo1Wq0KjxavtVoVWo8Wr7XN+7bYx6P1a48Wr1Uq+2TosgV7DAizJy4r54CAAKqrqzv1nLIss2VTFjqdCS8vDV5eGjy91NbXlvcaPDxU4uIlcAidLeZmhKAFbaVnXBD/esG2tMyuTHV1Nf7+rpPv32XlHBERQVFRUaeeU6FQ4O2tZfnSo5fYD6uoz4hb3eq9p5caL28NXp6W96FhPvj6iVzd9kKSLM2FxuZ8u0bzmdy7RjNGw0U+a7nddGZbn77hjJ+Y4MSfyTlibkYIWtCdKSoqIioqytlhWHFZOUdHR1NQUNCp5zSbJRoaDFw2uReNjSZ0jUYaWzx0jSYaG41IkkxDg5GGhkuta3WGq+alMnZ8vOOC70Zs2nCKFT9d/AbKFvz9ndde6WwxNyMELeiOyLJMQUGBkHNbiIqKorCwEFmWO+3ioFIpmXBZr4vuI8syRoO5hbRNTeI+I/CGVu8t+wQG2pYlRnAuPj6WpdcUCppy6p6VP1ejbLVdo1FZc+2es1175nVIiLdTfh5XEXMzQtCC7kZ1dTU6nU7IuS1ERUVhMBiorKwkODjY2eFYUSgUlgEPHmoChHCdQurASAYNmY1KpXB7abiamJsRghZ0JwoLC/Hy8nKpPmfnDY27BL6+vvj6+nZ607bA9fHwUKNWK91eFq4q5maaBV1UVMShQ4eQZdnZIQkEDqGwsJDo6GiXuqa4rJzhTNO2QNDVcHUxNyMELegOFBYWulSTNgg5CwSdjruIuRkhaEFXx9UGg4EL9zmDc0ZsuxJ1dXoaG40ggyxbBqNZHud73/oZWUY6633z56FhPoSE+jj7x+uWuJuYmxF90IKuTHOztivh0nLu7jVnvc7Eu29tp7ZGb9dyZ/2uL5OnJtq1TMGlcVcxNyMELeiqFBYWMnjwYGeH0QqXlnN0dDQ7duxwdhhOo6HBiFarIjDIC4XCMlL8nGdAoWy53XKxVCpbv1coFCiatgUEdfP8g07A3cXcjBC0oCuSn5/P7NmznR1GK1xazomJiXz++efnbDcazJjMEl5eGidE1XnE9gzksX9c7uwwBB2kq4i5GSFoQVcjMzOTxETXak10aTknJyeTkZGBJEkolWfGrilVCj56Zyd1tQaie/gTHeNPdHQA0T38CQjwFBcKgcvQ1cTcjBC0oKtQW1tLYWEhycnJzg6lFS4t5969e6PT6SgoKGi1zmZxUS1VVY3UVOupqGjg8MEzObi9fTRWUUfH+BMTE0BomI9TVzsRdE+6qpibEYIWOBtJkqkob6CosIbCgloKC2tI6BV8yUyPLcnIyCA4OJiQkBAHRtp+XFrOHh4exMfHk56e3krO0TEBPPaPyykuqqUgv4aC/GrLc0ENDfVGMjPKyMw4s9ykWqMkKsqP6JgASy07JoCoKL8utwi6wHXo6mJuRgha0FnU1xusErY+F9ViNJhb7dezZ2C70j6np6e7XK0ZXFzOYGnaTk9P5/LLW/e9ajQqesQG0iM20LpNkmTKy+spzK+hIL+G/CZp19boycutJi/3zBKUCgWEhvm0ELZF2n5i5ShBB+kuYm5GCNo10eksi/OYzrMCW/Prsz87d1/JsqKbyfLs7aPl+hsH4+npOHWYTGZKiuspLKixSLjQIuOa6vPPWvH20RAV5U9klB9R0ZZnSZJRqYScHUqznNuCUqkgLMyXsDBfBg4+M2ettlZ/pnbdVNMuK62ntMTyOLDPMpfa20fDk/83XVxYBDbT3cTcjD0FvXZ1BmWl9Xh4qtBq1Xh4qvHQqizPTXntPTzUeHioWr3XaNw/pas9WfdbJhvWnbRrmYOGRKPVquxSlizLVFXpKCo4I+DCglpKS+qQpHMT3ahUSiIifVtJOCrKHz9/jw793dPT0+nXr19HfhSH4BZy/uWXXzpUhp+fB336htOnb7h1m0FvorCwtoW0q/H1E4PJBLbTXcXcjL0EffxYCTnZle0+TqGgSdZN0m4hdh9fLbOv7Ievb/f5m3h5a/D180Cjbl6Zren5Eu81amWrVdzO/lyvN9llpkzGiTI+fG/neT8LDPIiKsqPyGh/oppk7KixQ+np6cydO9fu5XYUt5Dz66+/bvdytR5q4uKDiIsPsm4TaQkF7aGivIGKigbMTU2ARcWZ6A0NBAUlkra7EJNJanqYMVtfWx7W9+Zztw0ZFsPESW0f0OJK2EPQl09LpLpKh15vanqYMbR4rdebrO8NTe/1ehOyDDqdCZ3OBLRuAh05ume3EjPA5CmJTJ7iWtODWhIZ5YeHh5qoaD8io/ytz5FRfp02TVaWZdGsbSvJycmcOnUKo9GIRuPYP5ioNQvag0aj5NsvD1BZ1UByXxlvX5kj+5UYjcc6VG58QtCld3JhOirofv0j2n1OWZYxGqVW4m4tcjM6ncmhfaWC9uHn78Ezz89w6nW3tLSU6upql5vjDG4g59jYWLRaLZmZmS7ZLyDovlRX6wkI9CAh0YhGa6a2OoS+/TWo1UrrQ6VStn6vbvleZXmvUjRttzQhBgS6fwa3zh4kplAo0GpVlv5QMajTLXCFytDx48fp0aMHPj6ut9aAy8tZqVQycOBA9u3bJ+QscCmiY/wYOdaTmhpDt+xjvhRiFLfA1dm7dy9DhgxxdhjnxS0ycwwdOpS0tDRnhyEQWOnug7/ailhuUuDKpKWlMWzYMGeHcV7cQs7Dhg0Tcha4DELM7UMIWuCquLKcXb5ZGyxyfuSRR87Jsd1ezGYJhUKBUima1gS2IcRsG92xifv9d3agUims05DUasv0JHXTVCW1WtlqmtOZz5umLbWY0tS8zcdbi8ZO84y7O3V1dRw/fpyhQ4c6O5Tz4hZyTklJwWAwkJmZ2eEh7+++tQ0PTzUJvUJI6BVMbM8A1Grxzy64NELMHaM7CdpsllqlELYHcfFBLLp7JBrE9coe7N+/n4iICKKjoy+9sxNwCzlrNBoGDhxIWlpah+RckG9JAVeRVcmJY6UAqNVKesQGktA7mIRewcTFB3X5pSgF7UeI2T50F0ErFAruuHukNe2lJR3mmdSYppYpM02SJW2m6Uy6zOb58UajZN0fQD5P5iyBbbhykza4iZzhTL/zjTfeaHMZPWIDuOveUWSdqrA+ykrryc6qIDurgvVYsgxFRfsTn2CRdUKvYPwD3H9qi8B2hJjtS3cQtFKpoE+/8EvvKHAaQs52YtiwYXzxxRcdKkOhUBAS6kNIqA/DR8YClrzb2S1k3TIH97Yt2QCEhHpbRR2fEExomE+Xu5gIzo8Qs2PoDoIWuDZpaWlce+21zg7jgihkNxk6uXfvXiZPnkxlZWWHBoVdCp3OSG52VZOsy8nNrcJklFrt4+vnQUJCkEXWvUKIivZz+/WiDQYzep2xVYrJ1g/zuaknm5vfWqSgNBnP7NM7KcR6E+SOuKOYjUYjK1euZPbs2Q7PqGcPGhoa2LJlC5GRkULQArtjMpnJSC8jKsqfwCAv6/b6+nr8/f3Jzc0lJibGiRFeGLepOaempqLX60lPT6dv374OO4+np4bkvmEk9w0DLH/c/NM1ZJ0sJ+tUBdnZldTV6jl0sIhDB4sAmL9gMMNG9LhYsS5PbY2O99/ZQWVlo93KVGuUbitndxSzOyJq0AJ7YzCYST9ewqGDRRw7UoxKreTvT0xptc/evXsJDw932cFg4EZy1mq1jB49mk2bNjlUzmejVqusC2RMmmJZM7qkuLZVv7W750IGy8+lUCrw9dVa00xqNCpr+kmNpmXqSVWrlJQtt6mapoeo1EoiIv2c/WPZhBBz5yIELegoOp2J40eLOXSwiOPHSjAazNbPwsN9SdtzmlFjelr/rzZu3MjEiRNd+v/MbeQMMGnSJDZs2MDdd9/ttBiUSkXTyin+jBkXf8GECrIsu/Qf/mzCwn356+OXOzsMpyPE7ByEoAXtpaHBwNHDFiFnnCjFZDrT/RgV7UfqwCgGDoo6byVhw4YNzJs3rzPDbTduJefJkyfz/vvvu5T4LhRHSXEdn3+SRkCgF6Fh3oSG+hAa7ktoqA9BwV5u30fdFRFidi5C0IJLUVer5/ChIg4fLCIzowypxdSy2J4BpA6MYsDAKELDLryQhV6vZ9u2bbz55pudEbLNuJWcR40aRUVFBRkZGS65/mZLamv11NbpKS6uI/1E68+USgXBId6EhfkQan34EhrmQ0CAp8hg5gSEmF0DIejuSW2NjszMck5mlDFxcm/Cw32tn1VXNXL4UBGHDhSSdaqC5sZKhQLiE4IZMCiS1IFRBLUY8HUxdu/ejZ+fX6d2j9qCW8nZ09OTMWPGsGHDBpeXc8+4IO65bwxlpfWUltZTVlpPWWkdZaX11NUZmt7Xn3OcWqO01LJDz4i7WeK+fh7iQuUAhJhdCyHork9DvYFTJ8vJzLAIubi4DgBvHw1jxydQUdHAoQOFHD5YRE52pfU4pVJB78QQBgyKJCU10qYcFBs2bGDSpEku/z/lVnIG1+h3bgtarYqoaH+iov3P+ayx0WiRc1k9ZSVNz6V1lJbUo9OZKCqspaiw9pzjFtw8hMFDXXPYv72QJBmDwYRBb8ZgaH6YMBjMGM96b33oW783tvxcbyYiyo/b7xxxgfMJMbsiQtBdC53ORHZWBZkZZZzMKKcgv5qWw3XUaiVx8UH0jAvii0/TKC05U3FRqRQkJYcxYFAk/VMi8fHVdiiWDRs2uPT85mbcUs7vvvuuS/U7txcvLw2xPQOJ7RnYarssy9TXn6lVt6p1l9VftB+lq6DXm/jfB7vJzqqwW5meXuf/Nxdidm2EoN0Xo8FMTk6lVcZ5uVWt+oeVSgWxPQNITA4lMSmUuLggNFoVsixz8EABao2SPn3DGDAoin79I+yWUlmv17N161beeustu5TnSNxOzqNGjaKyspL09HT69Onj7HDsikKhwNfXA19fD+ITglt9Jssy7pEupmOomvrbPT3VaD1UaLVqtFpV0+PMa41Whdaj5Wdn7dviWE/Pc//NhZjdAyFo98BslsjLreJkRjmZGWXkZFe2Gj0NEB3jT++kUBITQ0joHYyn57nCVSgU3LpoOEHB3nh42F9Pu3btIiAgwC3c4XZy9vT0ZOzYsWzYsMEtfsH2QqFQ0B2uSRqtivseHOvQcwgxuxdC0K7L0cPFbN+WTdbJCgwt5haDZX5x76QQEpNC6ZUYgo9P25qjI6PO7Qq0F+7S3wxuKGewTKn67bffuOeee5wdisDOOPpLI8TsnghBuybV1TrrCn9BwV4kJoXSOymE3omhBLjggkG//fYbCxcudHYYbcJtcmu3ZN++fUycOJGysjJxcRW0me4gZnfLrd1eRC5u16KqspH0E6UkJoUSHOLt7HAuSnl5OREREWRnZ9Ojh+unW3bLTBiDBw8mMDCQDRs2ODsUgZvQHcTcHWiuQRcVFXHo0KELZugTdA6BQV6MHN3T5cUM8MsvvzBo0CC3EDO4abO2QqFgzpw5LF++nBkzZjg7HIGL05XF3NhoZP/eAhQKUCgVIFv6/fbvLUClUlnHKliflYpztikVilafq1VK4hKCXLZWKpq4BbawbNky5syZ4+ww2oxbNmsDrFq1irvvvpucnBzxxRRckK4sZoDi4lpeeWGj9b1KJTN6gsSOzUrMZtu+FwtvGcqgIa67Wk8zoolb0FYMBgOhoaFs2LCBoUOHOjucNuGWNWfAurbzwYMHGTRokLPDEbggXV3MAJ4eaoaP7IEsWabbSbIZyCdlQCSyrGyagmeZhidLTc9yy2cZqfl1UxmlpXVukUdA1KAFbWXjxo34+/szZMgQZ4fSZtxWzh4eHkyfPp1ly5YJOQvOoTuIGSAg0IvrbxxsfW8ZEJbP/AWDu+SAsLMRgha0hWXLlnHllVe61f+GWw4Ia2bOnDksW7bM2WEIXIzuImaBBTFITHAxZFl2u/5mcHM5z549m3379lFQUODsUAQughBz90QIWnAhDh06RHl5OZMnT3Z2KO3CreUcFhbG6NGjWb58ubNDEbgAQszdGyFowflYtmwZ06dPx9PT9ZKiXAy3ljPANddcw7ffftvm/X/7NZ2M9DLxxe1iCDELQAjaUdTXGzh6uJiVy4+x7rcMZ4fTLr755huuueYaZ4fRbtx2KlUzBQUFxMXFkZ2dTUzMxZdTLCqsYfnSo2SklxHbM4DJUxLpnxqJUuk+gwQE5yLEfIauniGsrTQ0NLB27QZqa9TUVfuhUChQNs/xVipQKi3zvJVN7xUKy0pJ1n2s+2PdNm5CPCGhXX9lOFmWKSutJzurkuysCnKyKikpqbN+PnFyL2b9ri8qlevX7Q4ePMiYMWMoLi7G19fX2eG0C7cdrd1MdHQ0kyZN4quvvuJPf/rTRff19fOgZ1wQp/Oqycut5tP/pREe4cvkKYkMHhrtFv9sgtYIMQvOh7e3N7I5GpU6B7OsIytDAdh+E947McQtsmDZgslk5nReNdlZleRkVZCdXUl9naHVPiqVgpgeAcQlBBMXH4TRaHbK9dJoNLN7Zx7DR8ai1aouuf/nn3/OVVdd5XZihi5Qcwb45JNPeP3119m3b1+b9tfpjOzYlsumDaeoq9UDEBTkxWWX92bEyFg0bfijC5yPEPO5iJrzGUpK6iguqiA37wg+3kGEhMQBlvnekiQjtZjbLUlNc76l5jnfls8l6cwc8cFDowkKdn9B19cZyM621Iizsyo4nVd9zvKOXt4a4uKDiE8IJj4hiNjYQKdeF40GMzu357B+3UlUKiX33Df6kq0YkiTRs2dPPvjgA2bNmtVJkdqPLiHnmpoaIiIi2LNnDykpKW0+zmg0s2fXaTauO0lFRQMAvr5axl/WizHj4uy2wLfA/ggxnx8h53MRmcTgxLESDh4oPKeJupmQUG+riOMTggkL93WJ7j6DwcyObTlsXHeS2qaKVHiEL1OnJzFoSPRF/5br169n/vz5FBQUoFa7XyNxl5AzwPz58+nduzfPPfdcu481myUO7C9gw9qTFBXWAuDpqWbM+HgmTEzA109c+F0JdxVzc2YuSWpdM7O+t9bmZDy9NDbdHAo5n5/uLuhVPx9n3ZpM4EwTdbOM4xKC8XOxa5xBb2J7k5TrmprYIyL9mDo9iQGDotp043DnnXfi7e3NG2+84ehwHUKXkfPy5ct54IEHOHXqFEqlbX0hkiRz7Ggx69dkkptTBYBao2TkqJ5cNrlXl2jScndcVcyHDxay9IfDmM2tRdtSvO35ps2+oi+TpiS2Ow4h5wvTnQWdl1tFZnoZ8QlB9HByE/XF0OtNbN+SzcYNp6z93pFRFimnDmyblAF0Oh0RERGsXr2aUaNGOTJkh+F+df0LMGPGDGpra9m6dSsTJkywqQylUkFKaiT9UyI4dbKc9WtOkn6ilG1bstmxLYchQ2OYNLU3ERF+do5e0BZcVcxgSaOpazRhMJjbfEzzKGClyjJqWKlUoFBaVonSaFzz4unOdJVUn5IkU1Ojo7ZGT4/YgDb9DLE9A4ntGej44GxEpzOxbUs2mzacpKHeCEB0jD9TpyfZNKNmxYoVhIeHM3LkSEeE2yl0mZozwH333YckSbz77rt2K/N0XhXr12Ry+FARsgwKBaSkRjJ5aiKxPQPR600YDWanNn0f3F/A1s3ZhEf4EhHhS3ikH+ERvgQEeLrlxed8uLKYAWqqdZhMkmWaTvP0m6apOUrlmSk7ViE7qD/PWTXnE8dKaGw0tp6upGi62VAqWk1lOjNlibPen9keEurjsN+RK9egzWaJ2ho91dU6qqsaqaqyPFdX6aiqaqS62iJlSZJtbl1xJXQ6I1s3Z7N5wykaGs5IedqMZPqnRtj8t7n66qsZPHgwTz75pD3D7VS6lJy3bdvG7373OwoLC+2eDaakuI4N6zLZuycfSbL8ypKSQ7n2hkF89O5OYmIDGDMujrj4zl8HN233ab75cv85zaYeHmqLsCN9CY/ws8o7KNjbJQZ7tBVXF7Mr4Sw5v/7KZvJPV9ulrGkzk5k2I9kuZV0IZwo6L7eKivIGi2yrdFYRV1fpqKnRtan7w8tbQ3KfMK67YVCbphS5Go2NRrZsymLLxiwaGy1S7hEbwNTpyfRLCe/Q36OsrIyYmBgOHz5MUlKSvULudLpMszbAmDFjiIqK4rvvvuOmm26ya9nhEb5cf+Ngps3sw6b1J9m1I5fioloOHyykrKyekpI69qXlExXtz5hxcQwZFoOHh+N/vbIsE58QxK13jKCkuI6S4lpKiusoLqpDrzeRl1tFXm5Vq2PUGiXh4b5NsvYjPNLyOjTUx+Xmegsxuwe9E0MIDPS0LD/ZYmDb2VOUpBbbrNtbTVuSqau11AwdeQPpzCbub786YB14ej68vDUEBnoSEOBFQKAngYGW54Dm5wDPTrm2OIKGBoNVyjqdCbA0uU+dkUTffh2TcjOLFy9mzJgxbi1m6GI1Z4DXX3+db7/91vqlcxR1dXrKSuqJ7xVMaWkdO7blsmdnnvUu0NNTzdDhPRgzLo6IyM7vo5ZlmepqnUXYRbUUF9dZpF1ca+3TORuVSsGT/5qOp6drDCQSYm4/YkBY+3BGDXrp94eoqGgkIKC1eAObxKt1U/FejIZ6A5s3ZrF18xkp94wLZNqMZJL7htnt9y7LMn369OHpp5/mxhtvtEuZzqLLybmyspKYmBh27dpFampqp57bYDBzYF8B27Zkt2ri65UYwthxcaQMiHSJmmldnZ7iota17OLiWpDhiWemOTs8QIjZVoSc248r90F3FRZ/tJsjh4sBiE8IYuqMZJKSQ+3+u163bh3z58/n9OnTbn/N6HJyBrjtttvw8/PjzTffdFoMeblVbN+azf59BZiMluw7fv4ejBrdk1FjehIQ6OW02C6EwWB2if4rIWbbEXK2DSFox5J9qoJffj7O1BnJJCaFOOz3e/311xMfH89LL73kkPI7ky4p5x07djBjxgxOnz6Nn59zpz3V1xvYsyuPHdtyKC+zZCFTKhX0T41gzLh4h/6juiNCzB1DyNl2hKDdm8LCQuLj4zly5AiJie49ih26qJxlWWbEiBEsWrSI++67z9nhAJa5iRnppWzfmsOxI8XWEZlh4T6MGRvHsJGx3T5dqBBzxxFy7hhC0O7LU089xa5du1i5cqWzQ7ELXVLOYBmx9+KLL3LkyBGX+4JVVjSwc3suO3fkWrPgaLQqRo+N48q5/Z0cnXMQYrYPQs4dRwja/TAYDMTFxfHxxx+75SIX58P5o5McxPz58yktLWXdunXODuUcgoK9mfm7vvzjySncePMQ4hOCMRrMmM9aGaa7IMQscCWap1kVFRVx6NAhumj9pUvx/fff4+vry4wZM5wdit3oemP2m/D09OSuu+7izTffZMqUKc4O57yo1SqGDI1hyNAYCgtq8PTssn+OCyLELHBFukqqz+7Cm2++yf3332/zugquSNf5Sc7Dfffdx6pVqzh+/LizQ7kkUdH+3W5hDSFmgSsjatDuwdatWzly5Ai33367s0OxK11azj169GDBggVdYlh9V0OIWeAOCEG7Ps8//zz33XcfAQEBzg7FrnRpOQM89thjLFmyhLy8PGeHImhCiFngTghBdxyDwUx1tc7u5R48eJB169bx8MMP271sZ9Pl5dynTx+uuOIKXnnlFWeH0mU5dbKcI4eKOJ1XTV2d/qIXLyFmgTsiBG0bsixz+GAhL7+wAb3eZPfyX3jhBW6//XYiIiLsXraz6bJTqVqSlpbGxIkTycnJITQ01NnhdDmKi2t59cWN1rnbao3Smjc4MNCLgCDLa39/D8ors9DrGxg/fpxdVw4zGsxsWHcSGRmNRoVGo0KtVja9bnrWqqzv1RpV6880KrdaqetCiKlUjkVMs2o7paV1LPvhCCeOlwIQnxDMrYuG4+OrtUv5J0+eJCUlhePHjxMfH2+XMl2JbiFngOnTpzN69GieeeaZi+63b28+gwZHd4kLdWcgyzJbN2Vx9EhJ0xJ4jRiN55kSppBJ7ivj7StzZL8ShUJtTfofGORFdLQ/4yYmdCiWX1YcY/3akzYfr1IpCAv35Y9/uaxDcTgTIWfHIwR9cQwGM+vXZLJh3UnMZgmth4ppM5IZPzHBrmsL3HPPPTQ0NPDZZ5/ZrUxXotvIecOGDVx99dXk5uaeN6WnJMnkZFfy43eHCAjw5IaFQ+x2h9edkGWZhgajZaH4SssC8VWVDTTq85HRk5XuSUWFHrO59b9dr97B/P4PY20+r05nYuvmLPQ6E0ajGaNRwmQ0W18bz3ptan5tMmMyStY1usMjfPnzXyd15FfgVIScOwch6HORZZmjh4tZ9uMRKisbARg0JJor5vSz+1oCBQUF9O7dmz179pCSkmLXsl2FbiNnWZYZO3Ys8+bN489//vN59zl8sJBvvjyATmciIMCTBbcMJaFXcCdH2rU4Xx+zJMnU1xuoqrTUtKuqdPj4ahkyNMZpcZrNFmlLZhlvH/e9KRNy7jyEoM9QVlrPsh+PcPxYCWC5yb1qXiqJSY7pRnz00UfJyMhg6dKlDinfFeg2cgZYtmwZv//97zl16tQF+zvLy+r5fPFe8k9Xo1QqmDG7D5dN7i2auW1ADP7qfIScO5fuLmiDwcz6tZlsWNvUhK1VMbWpCVutdsx448rKSnr27MmaNWsYNWqUQ87hCnQrOUuSxJAhQ1i0aBEPPfTQBfczmcz8vOwYWzdnA9C3XzjzFw7Gx41rVJ2NELNzEHLufLqjoGVZ5uiRpibsijNN2L+b049ABy+H+/e//51du3axZs0ah57H2XQrOQOsWLGC22+/nVOnTl1yOcmD+wv47uuDlmbuQE8W3jKU+ATRzH0phJidh5Czc+hOgi4vq+enH49w/GhTE3a4L3PnpZKU7PiZMIWFhSQmJrJ+/XpGjhzp8PM5k24nZ1mWmThxIlOmTOGpp5665P5nN3PPuqIvEy7rJZq5L4AQs3MRcnYeXV3QxuYm7HUnMZmamrCnJzH+sl4Oa8I+m3vvvZfS0lK+++67TjmfM+l2cgbYtm0bM2bM4OTJk4SHh19yf6PRzIqfjrJ9aw4A/fqHM3/BYLceOOQIhJidj5Czc+mqgm4ehV1R0QDAwEFRXDG3P4FBjm3CbklGRgYDBw5k//799OnTp9PO6yy6pZwB5s6dS1xcHG+88Uabjzmwz9LMrdebCAzyYuEtQ4mLD3JglO6DEHPnkXGilIKCmlYX/uaXsmymsvoowYEpKBUqUHDe/QKDvOjXv+tlVXIFupqg163JZNXPlsWDwsJ9uOqaVJL6hHV6HPPnzycgIID333+/08/tDLqtnI8cOcLw4cM5cuQIvXr1avNxpaV1fLF4LwX5NSiVCmZf2Y8JlyVYv4CSJHe7Jm8h5s6lplrHi8+uO2+yF5VKZvQEiR2blZjNF/4/7NMvjDvu7rojXZ1NVxJ0RUUDb766hYmTezGhE5uwW5KWlsaECRPIyMggJsZ5Uy47k24rZ4Dbb78do9HI559/3q7jjEYzy5ceZcc2SzN3/9QIrr9xEN7eWpZ+f5hxE+MJC/N1RMguhxBz53PkUBHpJ0qt75u/wZavsoTaIwejLg5Q0PLbfea1TGSUPxMntf2mtDshyzIN9Ua0WkvKV1vpSoI2Gswd+l10lGnTpjF06FBefPFFp8XQ2XRrOefm5tK3b1+2b9/OoEGD2n38vr35fP/NQQx6M0FBXvRPjeDwwSL0ehPX3TiIAQOjHBC15eZAoVA45Q62JULMrofoc740sixTV6unoqKRyspGKisaqKpspKKigaqKRioqG+nZM5A7fz+qw+km3UXQpaV1LluhWLNmDddddx2nTp0iKKj7dCN2azkD/OlPf+LYsWOsXLnSpuNLS+r4fHEahQW1KFUKQkN9KCmuA2DCpF7MvqKvXfPJAphMEm+9toXRY+MYPjLWKZIWYnZNhJwtNKfjraxsoLKisenRQGVlI1WVjZhM58n/3oKwcB/uuGcUwcHeHY7FlQVdXlbPyhXH8fBQc/2N7a+gOBpJkhg5ciTXXXcdjz32mLPD6VS6vZzLy8tJSkriiy++YNasWTaVYTSYWbb0CDu35wKW1HXNgo5PCGLhLUPtlltWkmTW/pbB+rWZmIwSgUFeTJ6SyIhRPVCrO6fZSYjZdRFytiDLMo8/9sv5F2EBtFoVQcHeBAV5ERTs1fTsbXkd7I2vr9auEnU1QTc0GFj3WyZbN2djNktotCpuWDjYYa19trJ48WIef/xxTpw4gbd3x2+U3IluL2eAd955h//85z8cPny4Q6LZm3aaH745RO/EEMZflsCXn+2jrs6Aj6+WBTcPtdskfbNZYv/eAtb+lkFZaT0AgYGeTJ6ayIhRsQ6VtBCzayPkfIbFH+8G2TIy3SreIMuzt7em0wXpCoI2myV2bM3ht1/TaWgwAjBwcBSzr+hHcIhrya+qqoo+ffrw9ttvc+211zo7nE5HyBkwm82MGDGCefPm8Y9//KNDZZUU1+Hjq8XHR0t1tY4ln+4l61QFCgVMn9mHyVMT7Taa+3ySDgj0ZPKUREaOtr+khZhdHyFn18ZZgm5eMern5ces14qecYFceVVKp0wHlWWZwweLGDCo7TXzBx98kOPHj/Prr786vaXBGQg5N7F9+3amTp3K0aNHiYuLs1u5ZrPEqp+Ps3H9KcAyheWGhUPsmqfbbJY4sK+ANasdJ2khZvdAyNn16WxBn86rZsVPRzh1sgKAoGAvZl3Rj0GDozpFepIks/T7w5zKLGfG7D70T4245DicAwcOMGbMGPbt29ctEo6cDyHnFixatIiqqip++OEHu5d9+FAR3yzZj05nSWBy061D6Rln3ztWSZLZvy+ftaszKC1pknTAmeZujcY2SQsxuw9Czu7BhQRdXa3j8MFCRo3p2eGb6qqqRn79+QR7004jy+DpqebyaUmMmxBv87WgvZjNEl99sZ8D+wpQqRTceNMQBg6OvugxsiwzYcIEJkyYwPPPP98pcboiQs4tKCkpoU+fPnz55ZfMnDnT7uWXl9Xz2SdpFOTX/H97dx5WVbU+cPx7BgaZQREFQVARFVEmAYcccSyHvGSZlZZZ2dy9ZVk23Fv5u9XNMq9ZpmXz1QZNHHLGWUEmUZkUcGBUQWQ+0/79gZDlwDlwDhxgfZ6HR4Kz116Y7Pestd71LhQKGZOn+TN4aHejv3vV6SSSE/PYtT2ToqLaxDQHR6trI2kvg34xRWBuXURwbj3qAnSnTp3RqFxISsjjzOlLeHV35rH5EY3eV1xToyFm1xn2xZxBrdYhl8uIGOJF5Pje2Nk13++vWqXl26/jSTtVhIWFnIceCcWvT8Plkr/55htee+010tLSsLW1bYaemicRnP9i+fLlfPzxx01ODrsVtUrLb+tPEnukNrN7YJA7UfcOwMpKafR76XQSyUnXgnThH0H6rin9CAxuuMqOCMytjymDs04nUVOj+eOjWkNNjfa6z2/xvRoNGo2O6VEBdHYzz720zU2j0ZKWepGkxLNYWhVw+ZKM7NMy5HI5vf1cGTbCh94GlsjU6STiYs+zbUs65WU1APT1d+POyX2b/e+9ulrNV6viyD5TjLW1kkfmheHdo+ET/dp7Etj1RHD+C61WS2hoKFFRUU1ODrudY7HnWf9zCmq1js6d7Xjw4RDcutz+CMvG0ukkjifVrkkXFZYz84EggkJuH5xFYG6dTBmcL14s54PFMY26tpOrLU8+O6RZR27mRqeTyMkuJjE+l+PJ+VRdy5a2spYIDAE7O2eGDAnF3sHa4LarqtSsWHaIgvwyANw9HLhraj96+Zr+GMe/qihXserzo+ReKMXOzpJHnwjH3cNRr2ufe+45Tp06xfbt29tlEtj1jD9ca+UUCgXLly9n7Nix3H///fj4+JjkPqFhnnh0c+TbNfEUFZXzyUcHiJoxoMGg2RhyuYzAYA8GBLpz6mQh/fxvf+CBCMzCzVhbKVEoZFhZKWs/rP/yp5USKyvFX/77j++rVdqW/hFaREH+VRKO5ZKUmMeVkqr6r7t2tiUoxIOgYA862Mg4cOAA2TkZjUoS69DBAkdHayorVUyY1Ifg0G4tUuP/ypUqVn12lKLCcpycrJk3PwLXzvqN2pOSkvjiiy9ISEho94EZxMj5lh5//HFOnz7Njh07kMtNV4GrulrNT/87TkpyPgBD7/Bm6vT+JrtfQ0Rgbt1MOXKWJEk8NA1w9Mg5Du3PJj+vrP5r9vZWDAxyJyjEg26ejn/6+2xqFndpaTUdrJVYmmCJTB+XLlbwxYojlJRU4drZlnlPROh9pKRarSYsLIzJkyfzr3/9y8Q9bR3EyPkWPvjgAwICAvj888+ZP3++ye5jbW3BA7ODObAvm80bU3E2QrnAxhKBWbgdEZgNc7GwnPy8MqyslPQf0IWgEA96+Xa65YjWxsaGYcOGceDAAQCDA7Sjo+HT4caSn3eVLz47SnlZDe4eDjz6eDh29vo/PxYvXoxOp2PRokUm7GXrIkbOt7Fz507uvvtujh8/brLp7esVFpTR2c2uRR6CIjC3DSJb23xcLConN/cq/fzdsDQg89ocKokZ4mxOCV+ujKWqSo23jwsPzxtEhw76/9tLSkpiyJAhHDx4kKCgIBP2tHVp2WONzFxkZCSzZs3ikUceQae7faF8Y3DrYi8CsyC0Ea6d7QgMcjcoMMMfI+iCggJSUlIw5/FTZvpFVq44QlWVGr8+rjz6RLhBgVmlUjF79mxeeuklEZj/QgTnBnzwwQdkZ2ezYsWKlu6KSYjALAjmpzUE6BPH8/nyizjUKi0DArsye+4gg9+IvPvuu8hkMpPujGmtRHBugL29PatXr+aVV14hKyurpbtjVCIwC4L5MucAfSz2PN+uiUer1REW4cX9DwYbfHRtYmIiH3zwAWvWrMHS0njljNsKEZz1MGbMGB544IFmm95uDiIwC4L5M8cAfWBvFut+TEaSYMSoHvxtRoDB27ZUKhVz5sxhwYIFBAYGmqajrZzI1tbT+++/T0BAAJ9++ilPP/10S3enSYwVmHU6iatXq3Ey0lnVrV11tZrv1iRQXa3GxtYSGxsLbGws6WBjga1t7Z91X7OxscDG1hIrK2WL7EcVWo+mZnEbiyRJ7NyWyY5tGQBMuLMPo8b0bFRf3nnnHWQyGa+++qqxu9lmiOCsJ3t7e7766ismT57MqFGj8Pf3b+kuNYoxR8xyuYx1PyTToYOSIXf40KOni9lnlpqSTCZDp5M4d/aKAdfAoHAvou4dYLqOCa2eOQToxITc+sA87W/9GTLMu1HtHDx4kA8//JCDBw+K6ezbEMHZAKNGjeK5555jxowZxMXFYWNjXoeTN8TYU9kpyfmcO1uCSqUl5XgBXd3tGXKHD0HBHgYnhrQFOp3EXVP7UlmpprJCVftnpZrKShVV1/6srFRTVammokJFZYUarVZn8Fqd0D61dIAeGOhOSnI+AQO7EhzSrVFtXL58mZkzZ/J///d/Yjq7AWKfs4E0Gg0jR46kT58+rFq1qqW7ozdTrTGXFFdy+OBZYo+co/JareAONhaEhXsyeJg3Li1YVMXcSZKEWq1Dp5OwtjbO+2Sxz7nta4590KVXqnC8yXJVU6rESZLE1KlTkcvlrF+/vl3PsulDvGU3kFKp5Mcff2T9+vX88MMPTWprX0xWsyR4mDL5y9nFhkmT+/Lqm5FE3TuAru72VFWq2bsni/fe2c3Xq+PIzLhkFoks5kYmk2FpqTBaYBbaB1MniV2+VME3Xx2jslKFRvPneuhNCahLly4lOTmZL7/8UgRmPYiRcyNFR0cza9Ys4uPj8fX1Neja6mo127akEx93gRGjejJmnGHXG6K5s7IlSSI7q5iD+3M4mVKATlf7z8vNzY4hd3gTHNrNJMdjCrXEyLn9MMUIuqyshuVLD1J8uRKfni48+ni4Qee/30pcXBwjR45k586dDB48uMnttQdi5NxIkydPZt68ecyYMYPq6mqDrrW2tsCnhwvV1Rq2bU2vP/TC2Fpiu5RMJqNHz448OCeEVxaNZnRkL2xtLSksLGf9zyd47909N7wbN5bqao1J2hUEc2TsEXR1tYYvV8ZSfLmSLl3tmTN3kFECc2lpKffeey9vvvmmCMwGECPnJlCpVAwbNozw8HCWLVtm8PU7tmWw4/cMLCwVPPnMEDy66XfmqT7MaR+zWq0lOTGPg/tz6NLVnnvvDzTJfY4n5bF5Yyo+PVzw6emCT4+OuHa2bVdTaGLk3P4YYwSt0ej46otYMjMu4eTcgaeeG2qUgzQkSWLGjBmUl5ezefNmk57w19aI+cUmsLS0ZO3atQQFBTFq1CimT59u0PWR43wpKiwnOTGPNavjeOb5YTg04RdCVaPhSmk1nTrZmE1gBrCwUBAa5knIoG5o1KYp4qLV6jhz+jIlJVWUxOeSEJ8LgK2dJT4+Lnj3cMGnhwvuHg4oFOIBIbQdTc3i1ukk1v2YRGbGJWxsLXj08XCjnXD1+eefc+jQIZKSkkRgNpAYORvBzz//zKOPPsrRo0fx8/Mz6Fq1SsuK/x7iwvlSPL2ceOKpwVg0YhtSRYWKosJyvltzjFHjHFCpKs0iMDcnrVZH7oVSsrOKyc4qJieruD6DvI6llYLu3Z3x6elC/4AudOnq0EK9NQ0xcm6/GjOCliSJ6A2nOLAvGwsLOY89OZju3s5G6U9sbCyjR49m06ZNjBw50ihtticiOBvJwoUL+fXXXzl69ChOTk4GXVtaWs2yj/ZztbSGwGB3Zj4QZPDUVO160VEsrS9j5wBDhwzB06uTQW20NTqdRFFh+bVgfZnsrGJKr/yRHzD1bn+GDjf9UaDNSQTn9s3QAB2z6zRbNqUhl8uY/Ugoff3djNKPvLw8QkNDWbBgAc8//7xR2mxvRHA2Eq1Wy7Rp01Cr1WzevBmFwrDR7/lzV/jsv4dQq3WMn+THmLGGZXDrdDqOHYvn3LlCEmMlLCwteWz+YNw92tbIsCkkSaKkpIrsM7Uj6ztG+uDmZt/S3TIqEZwFfQN0fNwF1v6QBMCMmQMJDfM0yv2rqqoYMWIE/fv3Z/Xq1e0q58OYxCKAkSgUCr7//nvOnTvHyy+/bPD1nl5OzJgZCMC2LemkHNc/g7su+au8vIzx40fT3duVygo1Kz89zIXzpQb3pa2SyWS4uNgQMqgbUfcOaHOBub3S6SQunL/C7p2nDfq9aav0yeJOSy3ip/8lAzDxzj5GC8ySJPHYY4+hVCpZsWKFCMxNIBLCjMjBwYGNGzcSFhZGQEAAs2fPNuj6gUHuFBaWsXNbJv/7PgkXF5sGM7hvlpX98KOD+PrLY2SkX+SLFUd49IlwPL2cmvCTCYJ5uVJSRWbGRTLSL5GZcZHKitrcggdmB7dwz8zD7ZLEzp0t4ds18eh0EkPv8GbkmJ5Gu+9//vMfYmJiiIuLa1f5LqYgprVNYNeuXUyZMoVdu3YRERFh0LU6ncQP3yRwPDkfRydrnn1hGPYON8+cvN12KbVay7dfxZOWWoS1tZK5j4cbLdFDMF9tdVq7pkZD1unLZKRfJDP9EkVF5X/6vr29Fb39XPH168SAwK4ole2vtvvN/HWK++LFCj795CCVFWoGBtXmtxjrVLQtW7YwY8YM9u7dS0hIiFHabM9EcDaRZcuWsXjxYuLi4ujWzbAi8SqVlhXLDpF7oRSv7k48/tTgG4oB6LOPWaPR8u2aBFJPFmJlpWTuY2F493Bp0s8lmLfbBWdJktCoddSoNNRUa1CptNRUa6hRabCxsTTb2ZUDe7PYHJ2KVvvHo8rCQo5Pz4709nOlt18n3LrYt4spVEmSqKxUY2ur/2lOdQHaxcWVHVsuU1JSTS/fTjzy2CCjvYlJTU0lIiKCzz//nPvuu88obbZ3IjibSN3aS2JiIvv27TP4BKvSK1V88tEByq7WEBTiwX2zAusfPoYUGNFodPzwTQInUgqwtFTw8Lwwevbq2KSfTTBf1wfninINqz47+qdgXFdO9XoKhYy/vzwCV1e7Fuhxw06dKGTN6jjcPRyujY5d8fZxNkr1qtZEkiQ2R6fi6enEwCB3g64tLi5l9+69XCyEmipHnnh6CNbWxplZKSkpISwsjBkzZvDuu+8apU1BBGeTUqlUREZG4uzszC+//IJSadgS//lzV1jx30No1Dom3NmH0ZG9GlX5S6vV8eO3iRxPzsfCQs7D88Lo5du+t1m1VdcH5+oqLW+/ufOG11haKbCyUtZ/WFopCB3kyaBw4yQFGZtaXTvCt7Nv32uY239PZ+e2TCws5Nz/YDD+AV30uk6t1rL686Pk5l5mQLBEDx9PgkMCjTLTUFVVxfjx43F2dmb9+vWi0IgRieBsYsXFxQwfPpzBgwezcuVKg38hkhLz+OGbBAAefDiEGlVuoyp/abU61v6QRFJCHkoLOXPmDqK3n6tBfRHM3/XBWS5XUJBfdi0IK7C0UmJhoTDaGqPQfPbsOs3WTWnIZHDv/YEEh+q3VKbTSXz/dTwpxwuwtbNk7mPBnEpNoEuXLvTq1QeZTEaHDo0bQWs0Gu655x4KCwvZuXNnqzvf3tyJtzkm5uLiwu+//862bdt44403DL4+MMidyHG+IJOIiz1G8eUrjar8pVDIuW9WEMGhHmjUOtasiiMttcjg/gith0Ihx6ObI51cbbF3sMbKSikCs5Gp1aY5xOV6B/dls3VTGgB3RwXoHZgBNGotVVUaLC0VPDIvjG6eneq3WW37/SCJ8bmcP3fF4D5JksSTTz5Jeno6mzZtEoHZBERwbgbdunVj27ZtfPrpp/z3v/81+PrRY3sRNtgKaxsdicckVKrG9UMulzFjZiChYd3QaHR8vfoYp04UNq4xQWjnTp0o5Je1x016j6NHzvHb+pMATJnWj4gh3Q263tJKySOPDeKJp4fUJ/zZ2NjQ3as/KvVVjh8/Dhg+efrmm2+ydetWtm3bhouLSDI1BRGcm0nfvn3ZvHkzCxcuZN26dXpfp9PpSEpKxNlFyeUiJ1xdHbGwaPz/NrlcRtS9AwmL8EKr1ZGZcbHRbQlCe1RZqWLt90msWR1HevpFDuzLbvJxjTeTEH+BX9fVBv+Jd/Zh2IgejWpHqVTQzfOPegkajZbo9RmcSJLT1UNByZXzBvW/bpCxbds2PD3NM0+hLRBFSJpRREQEa9eu5Z577qFjx46MGTPmtq+/Pvlr2LChRETUrg81dWpSLpcx/Z4Aevp2ZGCgYVmfgtCepZ4q5Jd1x7laWoNCIeOO4T4MHtrd6Nu4UpLzWfdDMpIEY8b5Miqyl9Ha3r3jNEVF5bi42DJixCBiYw8D+p1m9fPPP7NgwQJ27NhBv379jNYn4UYiODezSZMmsWLFCqZPn86ePXsIDr55RaObZWXfbJm5qkrdqIQOuVxGULCHwdcJQntUVaUmesMpjsWeB8CjmyMzZg6kq7vxa9ennizkh28T0Okkho/swbgJvY3WdkF+GXt2nQZg+owAnJzs9T5ucs+ePcyZM4e1a9cyePBgo/VJuDkRnFvAQw89RFFRERMnTmTfvn03HDOpz3YpSZLIvVBKcmIe/gFd8PYR6z6CYArpaUX8vPY4pVeqkctlRI73ZdSYXiY5Fzwz4xLfrolHq5UYPLQ7d07pa7RRuU4n8cu642i1EiGh3ep3a+hzHnR8fDzTpk1j+fLl3HnnnUbpj3B7Iji3kBdffJHLly8zevRo9u7dS69etdNW+u5jlslkJCXmsW9PFqczL/PMC8NEJq4gGFF1tZpNv50i9kjtaNndw4EZMwNNdtJbdlYxa1bHodHoCA3zZOr0/kadLj9y6Cxnc0qwtbXkrql/npK+XYBOTExk7NixvPXWWwafFyA0ngjOLWjx4sVoNBpGjRrF3r178fb2NqjASOQ4XxKO5ZJ7oZS42POER3g1U88FoW3Lyy1lzao4rlwbLY8e24vRkb4olabJoT1/7gpfroxFrdIyMMidqHsHGPXN9pUrVfXbsSbf3Q9buxvLf94sQB8/fpzIyEgWLlzICy+8YLT+CA0T2dotSCaT8f777xMVFcWoUaPYtGmTQQVGrK0tmHRXHwB+35RGVZXa1F02mEajRaPRtXQ3BMEgTk4d0GolunS155kXhjFugp/JAnNe7lVWfX6UmhoN/gFu3Dcr0KiBWZIk1v98gpoaDX59XG+ba3L9cZO//vorkZGRvPjii7z00ktG64+gHxGcW5hMJmPJkiVMnjyZJ554And3d4MKjASHdsPTy4mKChU7fs8wYU8bp6ZGy5rVcahqNC3dFUHQm42tJY89GcGzf7+jwWNbm8rCQo6lpQK/Pq7MeijY6GvZKcn5pJ4sxMJSwd33NJyRbWNjg5OTE/PmzePpp59m4cKFRu2PoB8RnM2ATCZj2bJlREVFMW7cOM6cOaP3tXK5jKnT/QE4dCCHwoIyU3XTYFdKqvhyZSwZaRf54rOjVFY0snqKILQAty72JhstX8+1sx1PPTuUhx4ONfpRl5WVKjb8WlvEZPxEP1xcGq7klZyczKRJk3jhhRd48803jdofQX8iOJsJmUzG0qVLiYqKYsSIEWRmZup9rVd3Z0LDuqHTSWxcf9LgggippwpvelpRUzk5d+Ce+wZg72DF2ZwSPlt+mNLSaqPfRxBaOyfnDlhYGv+UrS3RqZSX1eDp5ciw4T4Nvj4hIYHRo0fz4osv8vrrrxu9P4L+RHA2IzKZjA8//JBZs2YxYsQIUlNT9b524p19sLJSkplxiZN6luTUanVs+u0Um39LJT7uQmO7fVtdujrw1LND6djJhoL8Mj795CCXLlaY5F6tXXW1hm/XxLPuxyR2bs8g4dgFcrKKuVpabZIKVELbdub0JWKPnEcul/G3GQMbXMeOjY1lzJgxvPrqq7zyyivN1EvhVkS2tpmRyWT8+9//xsrKimHDhrF582YiIiIavM7ewZrI8b5s3phK9IaT+Pm5NvhOXKGQ09nNjn0xWWzZlIp/gBs2Nvof4q4vl442PPnMEFZ9Hkt+3lU+XXaIRx8PN9mWlNZKJoOqShUpyZdv+J7SQs7C18dg386PTRT0o1Zp+WVdCgAjRvVo8Hdt27ZtREVFsXjxYp555pnm6KLQADFyNkMymYx//etf/POf/2Ts2LFs2bJFr+uG3uGDa2dbSoqr2BeTpdc1oWGeeHV3oqJcxfatpksos3ew5omnB+Pt40J5WQ2f/fcQ2WduDELtmapGw7ARPZh6tz/Dhvvg39+Nru72WFopQAJbW+O/cRLMmyRJ5OVeNfi6XTsyuXSxgo6dbIgcd/sKY99//z3Tp09n5cqVIjCbERGcm+D9999HJpMhk8k4cuTIDd9/66236r//1w9ra+sG23/66adZvXo199xzD998802Dr1cq5UyZVpsctnvXaa6UVDV4TW1CWX9kMjh8MIe83NIGr2msDh0sePSJcPr060x1tYYvPj9K6klxKlYdewdr+vm7MXS4D1Pu9mf23EG88NII3v6/CSz6Z6QoMtMOnUwpIHrDSWJ2ndY7LyQ/7yoxu2uTSv82Y8BtZ9CWLFnC/Pnz2bBhAzNnzjSob6Z+/rV3Ylq7kVJTU3njjTewtbWlouL2a6izZ8/G29v7T19TKvX7q58xYwYdO3Zk+vTpFBYWNrjf0K9vZ/r6u5F6spDN0anMeujmtbuv5+nlRFiEF0cPn2PDLyeY/8wQoxfyr2NpqWD2I6H89GMyCfG5fP3lMWbMHGjQGbXGotXqkMtlJvtZjUUmk5lkuUEwbzqdxLYt6RQWltOnX2e93pzpdBI/r01Gp5MYFO5JL99ON32dJEm8/PLLrFmzht27dxMaGmpQ35rr+deeib+hRtBqtcyePZuBAwfSu3dvvvvuu9u+fs6cOYwcObLR9xszZgx79uxh4sSJFBQU8MEHHyCX33rSY/LUfmSkXSQ5MY/BQ7vTo2fHBu8x4c4+pCTnk5NdQsKxXEIGmS5YKhRyZtwfiI2tJQf2ZbP2hyQ8uzvh6mpnsnvejFYrsfrzWCLH++r1dyToT6vVcbW0Gmc9tu4IN5cYn0thYTmOjtYMGeqt1zWH9mdz/lwpdvZW3Dm5701fo1arefTRR9m3bx8HDx7E19fXoH419/OvvRLT2o3w3nvvkZyczJdffolCYfztDzcTHBzMoUOH2LBhAw899BAq1a33DHdytWX4yNptE7/9elKv6TBbW0sm3FlbbWxzdKrJq43J5TImT+vH+Il+TLnbv9kDs04nsX9vFufOlfDZfw+zeuVRk07ptwcajZbUU4X89L9k3n5zB4WF5S3dpVZLo9HVFxUaM85Xr21WWq2O/fuyAZh6tz82N8lRqKioYNq0aSQnJ3Po0CGDAzO0zPOvPRIjZwOdOHGCf/7znyxatAh/f3+9rtm/fz+xsbEoFAr69OlDZGSkQVXA6vTs2ZNDhw4xceJEJk+ezLp163B0vHn1otFjfYk/doH8vKscPXyOwUO7N9h+WIQXsUfOceF8KTt+z2DK3fr9fI0lk8kYM87wh4MxyOUyBg/tjkql5cDeLNJTL5KeepGBQe6Mn+hHJ1fbFulXa3Tm9CWOHj5H2qkiqqv/qAQXe/gcPj1csLISjxlDxR09R3FxJR072TAo3FOvaxQKOc++cAfxxy4wILDrDd8vLCxk6tSpWFtbs3fv3ls+O26nJZ9/7Y34rTGARqNhzpw59O3b16B9gG+88caf/rtr1658/fXXjB071uA+uLm5ERMTw8yZMwkPD2fjxo307n1jNqaVlZJJd/Xlf98nsW1LGgMDu970nfT15HIZ0/7Wn+VLD3LoQA6Dwj1Ncl6tubCxsWTinX0YOsybXTsyOXr4HMmJeaQk5zNuoh+jjXjAfVt2LucKSQl5ALh2tiVgQFf6D+iCRzdHs1/PN0cqlZad22uLEI2b4GdQOU9bO0uGj+xxw9cTEhKYOnUqw4cPZ/Xq1Y1KyDKH5197Iqa1DbB48eL66RwLC4sGXx8YGMjXX39NTk4OVVVVZGZm8vbbb3PlyhWmTJlCcnJyo/rh4ODAxo0bmTp1KuHh4Wzfvv2mrwsK8aC7tzOVlWq2/56uV9te3Z0ZFO6FTldbLL89FL9wcLTm7qgAXlo4ksBgd3Q6CdfOYuSsrwGBXRk3sTd/XzCCF18ZyYQ7+9DN00kE5kY6dCCHsqs1dOlqz8Ag9ya3t27dOoYPH87TTz/Nd9991+hMaXN5/rUbkqCXpKQkycLCQnrllVf+9PXZs2dLgHT48GG921q5cqUESFFRUU3u17fffivZ2tpKH330kaTT6W74/vlzJdKCF6KlBS9ES3m5pXq1WV5WI7356u/SS89HS/Fx55vcx9amoODqTf8uWwOVSiVt2LBBUqlULd0VoREqK1X1v3snUvKb1JZWq5UWLVokOTg4SNHR0U1qy1yff22ZGDnrafbs2fTs2ZO33nrLKG0plUoOHjzY5LYeeOABdu/ezfvvv8/cuXOpqan50/e7eToxKNwTSYLf9Ky7bWtnyfhJ15LDNqZSXW1+R1GakpubvRj1CS1if0wWlZVqvLo70c/frdHtlJWVMX36dH788UcOHz7MXXfd1aR+mevzry0TwVlPycnJpKWlYW1t/afN9F9//TUAgwcPRiaTsWHDhgbbsrS0xN7ensrKSqP0LSwsjLi4OE6cOMGoUaMoKCj40/cnTOqDjY0FnTvb6X22cvhgLzy6OVJWVmOWR1EKQksqLq6kvLym4RcaoLy8hn17ayv7TbizT6PfIGZnZzNkyBDKy8uJjY2lX79+Te6bOT//2iqREKanuXPn3vTr+/btIzMzkylTpuDq6nrDZvubyczMpKSkhIEDBxqtfx4eHuzdu5d58+YxaNAgNmzYQEhICAB29la8vGg0HTo0vE5U5/rksIP7a5PDunRtu8lhgmCIrZvSsLGxoGevjgwIbPq6MMCenadR1Wjp5dvplsVDGhITE0NUVBT3338/S5YsMVqxD3N//rVJLT2v3trdas3l6tWrUnJy8g2vLy4ulu644w4JkP79738bvT86nU567733JBsbG2n58uVNXjtd92OS9NLz0dKKZQdb7TpseyLWnE3vbE6x9NLz0dLLf98kXSwqN0qbJcWV0sIXN0svPR8tnc0pNvh6jUYjvfPOO5KNjY20cuVKo/RJH+b2/GtLxMjZRC5fvszAgQMJDQ0lICCAzp07k5uby9atW7l8+TJjx47lhRdeMPp9ZTIZCxYsICIigpkzZ7J7925WrVqFk5NTo9qbeFcfThwvIOtMMUmJeQQFexi3w4LQRDU1Gs7mlNDbz9Xk95IkiU2/nQJgyDBvo+2H37k9E41Gh39/N7y6Oxt0bUFBAQ8++CA5OTns37+f4OCGS/aaWks9/9oSseZsIi4uLjz11FNIkkR0dDQffvgh0dHR9O3bl88++4ytW7diaWm6esnDhw8nKSmJyspKgoKCOHr0aKPasbOzYvwkP2QyKGqg4pNGo0Wj0XFKz/OkBaGpamo0fLkylqOHzpKZftHk9ztxvICc7BI6dLAg0kgFdC5eLOdY7HlkMhg30c+ga3fu3ElgYCCurq4kJCSYRWCGln/+tQUySWoHG1nbMZ1Ox5IlS3jzzTf517/+xQsvvHDbutw3b0OisKCswYIkcUfPc/TwWWQyGU89N7Qp3a4nSZLInDaAWq1my5YtTJo0Sa+9qK1ZXWDOzirGzt6Kx5+MwK2Lvcnup9Ho+PC9GC5fquSuqf1uWuyjMX74NoGkhDyCQjyY+UCQnn3R8NZbb/Hxxx+zdOlSHnnkEfF70saIkXMbJ5fLefHFF9m9ezfLli1jypQpXLp0ycA2ZHpVCus/oAv5eVc5m1NCUVHT6yprtTpOpBRQkG/4ebZC29bcgRlqi4NcvlSJS0cbhgxruByuPvJyr5KUkIdcLmPchNufu1znwoULjBo1ivXr13PkyBHmzp0rAnMbJIJzOxEeHk5iYiJWVlYEBgayb98+o9+jQwcL/AO6ABAfd6HJ7W3emMrG9SfZvDG1yW0JbUdLBObKChW7dtSW1Jx0Vx+USuMc+LBta23lvrAILzp2anj9etOmTfWnQcXGxtK/f3+j9EMwPyI4tyPOzs78/PPPLFy4kIkTJ/Liiy9SVVVl1HuEhtUW6U84dkHvw+FvZeTonlRVqklPu0hGmunXE1urE8fz2RKdSnZWcUt3xeRaIjBDbcJWVaUabx9nAgbeeKhEY5zNKSH1ZCFKCzljxt6+jntpaSnz5s3j/vvv55NPPmH16tXY2ooSs22ZCM7tjEwm46mnnuLYsWMcOHCAwMBADh8+bLT2e/l2wtHJmtIr1ZzONGz6/K8cHK0ZMbonAJs2nmpysG+r0lIvEhd7Hg+Ptr8P/XTGpWYPzJcuVnD4YA4Ad03tZ7QpZI1Gi2tnW4YM88bRqcMtX7d9+3b69+9PTk4OKSkpzJo1yyj3F8ybCM7tVN++fTlw4ABz584lMjKSl156ySijaLlcRkhoNwCOxZ5vcnsjRvbAwdGKgvwy4ozQXlvUz9+NwUO7c+FC2z+P2j+gCzNmDmy2wAywdVMqWq3EwCB3g7c53U7PXp34+4IRjBt/87Xmq1evMm/ePKKioli0aBHbt2+ne3fjrHUL5k8E53ZMqVSyYMEC4uLi2LdvH0FBQRw5cqTJ7YYMqg3OJ1IKqKpqWl1uSyslE67V+d6+JZ2aGk0DV7Q//fq7MW6CHz16dmzprjSL0DDPZgvM2VnFpBwvQKmUM/GuPkZvX6GQY3mT86537NhB//79yc7O5vjx4zz++OMi6audEcFZoF+/fhw8eJA5c+YwevRoFixYQHV1daPbc+1sR3dvZzRqHceT8prcv+DQbrh7OFBWVkPM7jNNbk8QbqXs6h//7nW6PwqODBvug4uLjcnvf/XqVR5//HGmT5/Oq6++yo4dO/QqiSm0PSI4C0DtKPqVV14hLi6OPXv2EBQUxIEDBxrdXt3o2RhZ23K5jLum1hbv37fnDFeuGDeJTRDq7Npxmr17zpAQf4HkpDzOn7uCra0loyJvn7BlDFu3biUgIIDTp0+TkpLCE088IUbL7ZgIzsKf+Pv7c/jwYR5++GEmTJjAQw89dMMpV/oYGOSO0kJOTnYJFy82fc9zL99O9OnXGbVax7Yt6U1uTxD+SpIk0lKL2LwxFUdHa44drc1xGDuht0GHxhgqJyeHadOmcf/997Nw4UIxWhYAEZyFm6hbi05NTaWqqgo/Pz+WLl2KRqP/em+HDhb0N+KeZ4A7p/RFLpeRcOwCuWaY/JQYn6vXedmCebp4sYLiy5VYWyvx9nHh4XlhRN07gPDBXia5X3V1NW+//Tb+/v507NiRjIwMnnjiCYMr+Altk/hXINySp6cnP/30Ez///DMrVqwgODiY/fv363196KBre57jmr7nGcDNzZ7wwV5IEmz67ZTZBEKNRkdifC6/b05jwy8nxJavVirtVBEAvn6uKBRylEo5YRFeKBTGf0xu2bKF/v37s2HDBnbt2sXq1atxdTX9wR1C6yGCs9CgsWPHcvz4cR544AEmTpyo91R3r96dcHS05sqVas6cvmycvozvjZWVkjOnL5N6ssgobTaVUilHJoOrV6s5fPAsP3ybgEajbeluCQaqC859+nY22T3qprAfeOAB/vGPfxAbG0tERITJ7ie0XiI4C3qxtLRkwYIFpKWlUVNTg5+fHx9//DEqleqW18jlMoJDa4+YjDfSHmU7eytGR/bC3t4KrU5nlDaNITDYgzmPDsLCUkFmxiVKSkTSWmtSXa0hO6v2DaRfH+OPYCsrK+unsDt16kR6ejrz589HoTBOGVCh7RHBWTBIt27dWLt2Lb/88gurVq2ib9++/PDDD+huEShDrk1tpxzPp7q6aXue6wwb4cOC10YRMKBxZRS1Wp3R+nI9vz6defzJCB6ZF4arq53R22/PTL2EcTrzElqthEc3RxwcrY3WrlqtZuXKlfj6+hIdHc2uXbtYtWqVmMIWGiSCs9AokZGRJCcn8/rrr/PKK68QEhLC77//fsNDtLObHV7dnVCrdRxPyjfKvS0sFFjdpHCDPvbuOcO2Lekmq9Xt1d2Z7t7GqyIlQHFxJUmJeeTnme50MmNPaUuSxM8//0z//v358MMPWbp0KUePHhVT2ILeRHAWGk2hUDBnzhwyMjJ48MEHmTVrFqNHj+bo0aN/el3dYRjHYo2Ttd0UNdUaYnafITOjaXW/heaTdqqIX9Ye53cTbaGTJIn01GvBuV/Tg/OuXbsICwvjueee48UXX+TkyZNERUWJPcuCQURwFprM2tqav//972RlZTF06FDGjBnD9OnTSUtLA67teVbKycku5tLFihbtq2/vTgBNPpSjvTJWYp8hTp0sRKXS0tcIgfNm8vPKKC2txsbWAk8vp0a3k5CQwLhx44iKiiIqKorMzEzmzZuHUtm4WR6hfRPBWTAaR0dH3nnnHTIzM+nSpQtBQUHMnTuX3Nyzf5zzfKxlR8+e3Z2xsFRw+VIlxcWVLdqX1mbPrtNEbzhJemoRWm3zJOPV1Gg4k1n7hsBUwTnt2qjZr09n5HLDR7cnTpzgvvvuY9iwYQQFBXHmzBlefvllbGxMX+5TaLtEcBaMrmvXrnz66aekpKSgVqvp378/P657h6KL2fVrey1FqZTTo6cLUHv8oKAfjUbHyZQC8nKvUlJSZZK9vzeTmXEJrVaHRzfH2x6r2BSNXW8+fPgwU6ZMYdCgQTg7O5ORkcF7772Hi4uLKboptDMiOAsm06tXL7755hvS0tLo3r0r6359mW27/q9JNbuN0i9fMbVtKKVSzqNPhDProWAihjTu2MLKytptd4YUaUk9WQiYbtRcWanibE4xMhn01mMLlSRJbNu2jZEjRzJ+/Hj69u1LVlYWK1asoFu3bibpo9A+ieAsmJy3tzfLly8nOzubwMBA7rzzTu644w62bNnSIlW+fHvXPoRPZ1wyyf3r2lSr21YhEmtrCwYGuTf6+l9/SmHb1nS9Z090OonUa6/t6+/W6PveTkb6JSSpNsve1tbylq/TarX89NNPhIaG8sADDzB27FjOnj3Le++9R9eujdvSJwi3I4Kz0Gzc3NxYvHgx586dY9KkSTz88MMEBQXxv//9z6C63U3Vpas9tnaWlJerKMgvM3r7u3ee5sC+bJITm35cpqldvlSBVqujtBlO+srLvcqu7Zl67yPOvVBKeVkN9vZWeHRzNEmf0k7VjsxvlaVdU1PDl19+Sb9+/fjHP/7B7NmzOXv2LK+99hrOzmLLnGA6IjgLzc7R0ZGFCxeSk5PDvHnzWLhwIT4+Prz77rsUFZl+TVoul9VPbZtiS1VlhYqN609SWtr4M7Gby5nTl1n56RF+32zak750Ookr16qmubjot3Z86uQfgbMxiVr69Ck9tXa/+1/Xmy9cuMCiRYvw9PTkgw8+YOHChZw+fZpnn31WJHoJzUIEZ6HFdOjQgaeeeorTp0+zfPlyYmJi8PLy4qGHHiI2NtakU9696rZUmSA4140Mr7aC4FxbtrIYC0vTlpEsL6tBo9FhZaWkg41+xy/WrTf3M9GU9oXzV6ioUGHvYIW7hwOSJLF3717uueceevbsSUpKCt9//z0nT55kzpw5WFreetpbEIxNBGehxSkUCqZMmcKOHTtITEzE0dGRMWPGEBoaysqVKykvb/p50H/le23knHXmstG3BTk4GD84V5SrTHKYRnVVbRlTa2vT7sWtqzXu7NJBr2IcpVeqyMu9ilIpr38jZWx1W6i6eVrzySef4O/vz9133423tzdpaWn89ttvjB07VhzhKLQI8a9OMCt9+/Zl2bJl5OXl8fjjj/PZZ5/h7u7O/PnziY+PN9po2qWjDS4dbVCptJw7e8UobdZxcLQCak+pMobCwjKyTVTApbq6dq3fuoN+o9nGKrm2p9zZWb8p7bpEsJ69Oja6VOvtSJLE1i272LZzKU8+M55169axcOFCcnNz+eCDD/Dx8TH6PQXBECI4C2bJ3t6exx57jPj4eHbt2oVKpWLkyJH069ePd999l+zs7Cbf4491Z+PW2f5j5FxjlPY0ah3duzvRpauDUdq7Xt0BICYfORfXjZz1W6+t30Jl5CnttLQ0Fi1aRI8ePfjy61cZPNSX2NijHDx4kAcffJAOHUyzl1oQDCWCs2DWZDIZgwYNYvXq1RQWFvLmm29y5MgR/Pz8GDZsGCtWrODy5caVlKwv5Zlh3JKUdWvOZWU1Bu3pvRWPbo7YOxjvpKTrVVfVjpw7mHjkXFeNzVmPZDCVSkvmtT3oxtjfnJ+fz0cffURISAiBgYGkp6fz0UcfUVRUyGeffUpAQECT7yEIxiaCs9Bq2NjYcN999xEdHU1eXh73338/3377LV27dmXKlCmsW7eOqir9twTVjZzPnS2pn941BisrJdbWSnQ6ifIy44yeTaW5Rs51mdr6TGufzryERq2jS1d7vUfaf1VWVsY333zDuHHj8PLyIjo6mqeeeoqCggJ++uknpk2bhpWVVaPaFoTmIIKz0Cp16tSJJ598kkOHDpGamsqgQYN4/fXXcXNzY8aMGXz33XcUFxfftg1bO0vcPRzQ6SSyzxh59Fw3tW2kdWdTqapqrjVn/ae1S4orUVrIDc7SLiwsZPXq1UybNg03NzeWLFnC2LFjyc7OZvfu3TzyyCM4OTk1pvuC0OxEcBZavZ49e/L666+TlpZGTEwM/fr1Y8mSJXTu3JkRI0bw4YcfkpmZedNre5nolKr6pDAjrTubSnOMnCVJorikdlrbRY/gPPQOH956exzDR/ZosN0TJ06wePFiBg8ejIeHB6tWrSI8PJy4uDiSkpJ46aWXRFlNoVUSZ5kJbYZMJiM4OJjg4GDeeustzp8/z6ZNm4iOjubVV1/Fx8eHKVOmMHnyZAYPHoxSqcTXtxNJCblGzwhuLSPn6mYYOZeXq9CodVhYKrCx1e8+llZKLG8y66xSqdi/fz8bN24kOjqawsJCxo0bx7x589iwYQNubqbZEy0IzU0EZ6HN8vT0ZP78+cyfP5/y8nK2b99OdHQ006dPR6vVMnz4cEaMGMFd00YxYICvUe/dGgqRSJLULCPnum1ULs767XG+nkajITExkZiYGGJiYti/fz/29vZMnjyZZcuWMXr0aJFhLbRJIjgL7YKdnR3Tp0+vD8zx8fHExMSwY8cO3njjDSwsLBgxYgQjR45k5MiRBAQENKn4hIND7bDPnEt4atQ6tFoJmQyT7CWuY8h6s0ajISkpiT179tQHY4VCwYgRIxg7dizvvvsuAwYMEIVBhDZPBGeh3VEoFISFhREWFsaCBQvQaDQkJCQQExPDtm3bWLRoEZaWlgwfPpw77riDkJAQgoKCcHDQf59x/cjZjKe160bNVlZKk9SurlNym21UxcXFJCQkEB8fz/79+9m/fz9yuZzhw4cTGRnJu+++S0BAAAqFacuLCoK5EcFZaPeUSuWfgrVara4P1nv37mXJkiXk5ubi6+tLSEhI/UdwcDCOjjc/LemPaW3zTQirqqsO1kylO+Xyanbs2EF8fHz9R3Z2Nt7e3gQHBzNmzBjefvttBgwYIIKx0O6J4CwIf2FhYUF4eDjh4eH1XyssLKwf4R08eJBPPvmE8+fP06tXL0JCQhg4cCC9e/emd+/e9OrVq3WMnOvqahs5GayiooLMzEwyMjJIT09nU/ResrJO8cHH+fj4+NS/uXnssccIDg6mY8eORr2/ILQFIjgLgh7c3NyYOHEiEydOrP/axYsX60eAKSkp/PLLL6Snp1NeXo6XlxdWlq7Y23XB3vkUffv60bt3b7p3745SaR6/dtVNGDmrVCpycnLIyMi44SM3NxdHR0f8/Pzw9fXlb1HjCAlZSHBwsDgDWRD0ZB5PCUFohVxdXZkwYQITJkyo/5okSRQUFNQHqvT0dGJidvPFF59z5swZNBoNnTt3pmvXrnTt2hV3d/f6z6//786dO2NlZWVwdrMh/jiRyqK+79XV1RQWFpKfn09eXh75+fk3/fzSpUtYWVnRq1cvevfujZ+fHw8++GD97EGnTp1M2ndBaOtkkikPzRUEoZ5Go/lTkPvrR933ioqK0Ol0KJVK7OzssLe3r//z+s/t7OywtbVFoVAgl8uRy+VIkkRWVhY9evRAJpOh0+nQ6XRoNBoqKiooLy+nrKyMsrIyLl4s4dKlEnTaGmpUVZSXl6PValEoFLi5ud30zcNfP8TasCCYhgjOgmBmNBoNJSUllJWV/SmY3uzzioqK+gCs0+nQarVotVqUSmV9wJbL5SgUCmxtbW8Z6K//3NnZWQRdQWhhIjgLgiAIgpkRO/kFQRAEwcyI4CwIgiAIZkYEZ0EQBEEwMyI4C4IgCIKZEcFZEARBEMyMCM6CIAiCYGZEcBYEQRAEMyOCsyAIgiCYGRGcBUEQBMHMiOAsCIIgCGZGBGdBEARBMDMiOAuCIAiCmRHBWRAEQRDMjAjOgtCGPProo8hkMj788MMbvjdnzhxkMhlLly5tgZ4JgmAIcWSkILQhFRUVhISEkJ2dzeHDhwkODgZg7dq13HfffUyYMIEtW7Ygk8lauKeCINyOCM6C0MYkJiYSERGBt7c3CQkJXL58mYEDB2Jpacnx48dxc3Nr6S4KgtAAMa0tCG1MUFAQixcvJiMjg6effppZs2Zx5coVvvrqKxGYBaGVECNnQWhl3nrrrRu+9vzzz+Pk5FT/35IkMWHCBLZv3w7As88+K9aaBaEVEcFZEFqZm60XZ2dn4+3t/aevrVixgieffBKA9PR0evfu3RzdEwTBCERwFoQ26MyZMwQFBWFhYUFJSQnDhg0jJiYGuVysZAlCayB+UwWhjdFoNMyaNYuKigp++uknnn32Wfbv38/ixYtbumuCIOhJjJwFoY157bXXWLx4MS+//DL//ve/qampYdCgQaSmprJ//34iIiJauouCIDRABGdBaEP27t3L6NGjCQoK4vDhw1hYWABw8uRJQkNDcXd3JzExEQcHhxbuqSAItyOmtQWhjSgpKeHBBx+kQ4cO/PDDD/WBGcDf35///Oc/ZGVl1SeJCYJgvsTIWRAEQRDMjBg5C4IgCIKZEcFZEARBEMyMCM6CIAiCYGZEcBYEQRAEMyOCsyAIgiCYGRGcBUEQBMHMiOAsCIIgCGZGBGdBEARBMDMiOAuCIAiCmRHBWRAEQRDMjAjOgiAIgmBmRHAWBEEQBDPz/7Q4rxeNqtxhAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X, Y, U, V = prepare_quiver_data(wavevectors2, eigenvectors2[:, :, 1])\n", + "\n", + "#test\n", + "fig4, ax = plt.subplots(subplot_kw=dict(projection='polar'), constrained_layout=True)\n", + "\n", + "# tweak figure\n", + "ax.set_theta_direction(-1)\n", + "ax.set_theta_zero_location('N')\n", + "ax.set_xticks(np.arange(0, 2*np.pi, np.pi/4))\n", + "ax.set_xticklabels(['x', '45', 'y', '45', '-x', '45', '-y', '45'], fontsize=14)\n", + "ax.set_yticks([])\n", + "\n", + "ax.quiver(X, # Vector position: angle\n", + " Y, # Vector position: radii\n", + " U, # x-componet of the vector\n", + " V, # y-componet of the vector\n", + " color='#7570b3',\n", + " pivot='middle',\n", + " scale=13,\n", + " headwidth=0)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X, Y, U, V = prepare_quiver_data(wavevectors2, eigenvectors2[:, :, 2])\n", + "\n", + "#test\n", + "fig4, ax = plt.subplots(subplot_kw=dict(projection='polar'), constrained_layout=True)\n", + "\n", + "# tweak figure\n", + "ax.set_theta_direction(-1)\n", + "ax.set_theta_zero_location('N')\n", + "ax.set_xticks(np.arange(0, 2*np.pi, np.pi/4))\n", + "ax.set_xticklabels(['x', '45', 'y', '45', '-x', '45', '-y', '45'], fontsize=14)\n", + "ax.set_yticks([])\n", + "\n", + "ax.quiver(X, # Vector position: angle\n", + " Y, # Vector position: radii\n", + " U, # x-componet of the vector\n", + " V, # y-componet of the vector\n", + " color='#1b9e77',\n", + " pivot='middle',\n", + " scale=13,\n", + " headwidth=0)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "---" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[[[11., 16., 15.],\n", + " [16., 12., 14.],\n", + " [15., 14., 13.]],\n", + "\n", + " [[16., 66., 56.],\n", + " [66., 26., 46.],\n", + " [56., 46., 36.]],\n", + "\n", + " [[15., 56., 55.],\n", + " [56., 25., 45.],\n", + " [55., 45., 35.]]],\n", + "\n", + "\n", + " [[[16., 66., 56.],\n", + " [66., 26., 46.],\n", + " [56., 46., 36.]],\n", + "\n", + " [[12., 26., 25.],\n", + " [26., 22., 24.],\n", + " [25., 24., 23.]],\n", + "\n", + " [[14., 46., 45.],\n", + " [46., 24., 44.],\n", + " [45., 44., 34.]]],\n", + "\n", + "\n", + " [[[15., 56., 55.],\n", + " [56., 25., 45.],\n", + " [55., 45., 35.]],\n", + "\n", + " [[14., 46., 45.],\n", + " [46., 24., 44.],\n", + " [45., 44., 34.]],\n", + "\n", + " [[13., 36., 35.],\n", + " [36., 23., 34.],\n", + " [35., 34., 33.]]]])" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# quick test\n", + "Cij = np.array([[ 11, 12, 13, 14, 15, 16 ],\n", + " [ 12, 22, 23, 24, 25, 26 ],\n", + " [ 13, 23, 33, 34, 35, 36 ],\n", + " [ 14, 24, 34, 44, 45, 46 ],\n", + " [ 15, 25, 35, 45, 55, 56 ],\n", + " [ 16, 26, 36, 46, 56, 66]])\n", + "\n", + "density = 1.0\n", + "\n", + "Cijkl = t._rearrange_tensor(Cij)\n", + "\n", + "Cijkl" + ] + } + ], + "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": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}