{ "cells": [ { "cell_type": "markdown", "id": "c8c2c1a2-8ab8-4754-a914-b4bfd44f0d84", "metadata": {}, "source": [ "# GW self-energy of a 2D square lattice Hubbard model" ] }, { "cell_type": "code", "execution_count": 1, "id": "51a56eb4-dfeb-4880-9211-24cc36cb6c7a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Warning: could not identify MPI environment!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Starting serial run at: 2023-07-19 16:07:16.275962\n" ] } ], "source": [ "import sys, os\n", "import numpy as np\n", "from triqs.plot.mpl_interface import plt,oplot\n", "\n", "from h5 import HDFArchive\n", "from triqs.atom_diag import *\n", "\n", "from triqs.gf import *\n", "from triqs.operators import c, c_dag, n, dagger\n", "from itertools import product\n", "\n", "\n", "from triqs.lattice.tight_binding import TBLattice\n", "from triqs.lattice.utils import k_space_path\n", "\n", "from triqs_tprf.lattice import lattice_dyson_g0_wk, lattice_dyson_g_wk, lattice_dyson_g0_fk, dynamical_screened_interaction_W, lattice_dyson_g_fk\n", "from triqs_tprf.gw import bubble_PI_wk, gw_sigma, lindhard_chi00, g0w_sigma\n", "\n", "from triqs_Nevanlinna import Solver\n", "\n", "from triqs_maxent import *\n", "\n", "import seaborn as sns\n", "import scienceplots\n", "plt.style.use(['science','notebook'])\n", "sns.set_palette('muted')" ] }, { "cell_type": "markdown", "id": "958b2483-f3a7-47e3-805d-7922fedcbb62", "metadata": {}, "source": [ "## Setup simple two orbital 2D Hubbard model on square lattice" ] }, { "cell_type": "code", "execution_count": 2, "id": "9bc605f9-ae86-4c98-b5ca-6826bb04c927", "metadata": {}, "outputs": [], "source": [ "n_orb = 1\n", "\n", "loc = np.zeros((n_orb,n_orb))\n", "for i in range(n_orb):\n", " for j in range(n_orb):\n", " if i != 0 and i==j:\n", " loc[i,j] = -0.3\n", " if j > i or j < i:\n", " loc[i,j] = -0.5\n", "\n", "t = -1.0 * np.eye(n_orb) #nearest neighbor hopping\n", "tp = 0.1 * np.eye(n_orb) #next nearest neighbor hopping\n", "\n", "hop= { (0,0) : loc,\n", " (1,0) : t, \n", " (-1,0) : t, \n", " (0,1) : t,\n", " (0,-1) : t,\n", " (1,1) : tp,\n", " (-1,-1): tp,\n", " (1,-1) : tp,\n", " (-1,1) : tp}\n", "\n", "TB = TBLattice(units = [(1, 0, 0) , (0, 1, 0)], hoppings = hop, orbital_positions= [(0., 0., 0.)]*n_orb)" ] }, { "cell_type": "markdown", "id": "7d96434e-13e4-4913-8808-0cfff850b1b4", "metadata": {}, "source": [ "### plot dispersion along high-symmetry lines" ] }, { "cell_type": "code", "execution_count": 3, "id": "3cb14a54-31fb-4dc8-bbc8-8b3f51bd819c", "metadata": {}, "outputs": [], "source": [ "n_pts = 101\n", "G = np.array([ 0.00, 0.00, 0.00])\n", "M = np.array([0.5, 0.5, 0.0])\n", "X = np.array([0.5, 0.0, 0.0])\n", "R = np.array([0.5, 0.5, 0.5])\n", "paths = [(R, G), (G, X), (X, M), (M, G)]\n", "\n", "kvecs, k = k_space_path(paths, num=n_pts, bz=TB.bz)\n", " \n", "e_mat = TB.fourier(kvecs)\n", "e_val = TB.dispersion(kvecs)\n", "eps_k = {'k': k, 'K': np.concatenate(([0],k[n_pts-1::n_pts])), 'eval': e_val, 'emat' : e_mat}" ] }, { "cell_type": "code", "execution_count": 4, "id": "1d9bd374-c74a-4e76-8f88-ded704697c2e", "metadata": {}, "outputs": [ { "data": { "image/png": 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uyULXNvoGBQkich0sOjjIxYsXcfHixSY9tqqqCnv37q25X7cg4e5uGBSGkjILPl9XW6m32oD/900qXn+kPTrG8QcCERER0W9sNhlvLL6M/BKLEL97QjR6tWv9KfOuLDxIi2dubYMXPk+uiVmsMv71fSref7IT/H3YEULkiri9ghxuzuhIzBwuzraorLbh718kI6eoys4qIiIiIu+zZHsuDp4X5zj07WDAnNHeOTjyWgZ0DmzwvckuqMKHv2QolBERXQuLDi0wb948yLLcpNuiRYtq1iUmJgpfmzdvnnJ/CCeQJAkPTY3F2D7BQryw1IK/f5EMc52zlomIiIi81fmMMny5PkuIhQRo8MycNlCpOBzRnnsmRqNbotg9u+FgIXacKFImISK6KhYdyClUKglP35yA3vXaAlOyK/DKtymwWmU7K4mIiIg8X2W1Da//cBnWOkeOqyTgubmJCAnQKpeYG1CrJTwzpw38fMRLmfeWpSO/pFqhrIjIHhYdyGm0GhWevysRCRE+QvzQeRM+Xp2pUFZEREREylu0NgtpuZVCbO6YSPRuzzkOTREd6oPHZ8QJsdJyK977KR2yzA+3iFwJiw7kVAF+Grw0ry2C9OLM0hW78rD+QIGdVURERESe6/CF0gZHPXaM88Md46MVysg9je8bgpE9g4TYvjMl2HqsSJmEiKhRLDqQ00WH+uDv9yRBqxH3Jv57eTpOp5oVyoqIiIio9ZnKrXhrSZoQ02kk/GlOG2jUnONwPSRJwhM3xSPYIH649cEvGSg2W+ysIqLWxqIDtYqubfR4cla8ELNYZfzz6xTkFXPvHREREXmHj1ZlNHjvc9+UGLSJ9FUoI/cWqNc02GZRYrbyNAsiF8KiQyupe9JFSkqK0ukoYkK/UMweESHECk0WLPguBdUWm51VRERERJ7h0PlSbDhYKMR6tzdgxtBwOyuoKUb0CMKw7uI2iy1Hi7D3dIlCGRFRXSw6UKu6f0oM+nUUBySdSi3Dp2uy7KwgIiIicn8VVVeGHNbl56PCH25J4PGYLSRJEn43Iw4GX7UQ//fydB7VTuQCWHSgVqVWS5h/eyKiQ3RCfMWuPGw5WmhnFREREZF7+3J9NoyFVULsgRtiEBmss7OCrkdooBYPTYsVYvkl1fhsLT/YIlIaiw7U6gL8NHj+rkTo6g2WfHdZOlKNFQplRUREROQcZ9PKGpxW0aOtHjcMDFMoI880sX8I+nYQO2pX783HsUsmhTIiIoBFB1JIh1h//O4mcbBkRZUN//o+FVXVnO9AREREnqHaYsM7S9Ngk2tjWo2Ep2ZxW4WjSZKEJ2fFw0crXuL8Z0U6LFbZzioicjYWHUgxkwaEYsrAUCGWkl2BT9ZkKpQRERERkWP9tDMPKfU6Oe8aH4X4CB+FMvJs0aE+uG9ytBBLy6nEL7vz7KwgImdj0YEU9dj0OLSNFo+I+mV3PvacKlYoIyIiIiLHMBZW4dtfjUKsXYwvZo+MVCgj73Dj0HB0iPUTYl9tzEZBKY9pJ1ICiw6kKJ1Whfm3J8JHK7YXvrUkrcEZ1kRERETuZOHKDFTW2TYqScBTsxOgUXNbhTOpVRIenxEnxMorbVjEoZJEimDRgRTXJtIXD98o/mAoLbfijcWXYbVx/x0RERG5n72nS7D7VIkQmzooDJ3i/RXKyLt0TdRjQr8QIbbxUCFOp5oVyojIe7HoQC7hhoGhGN4jSIgdvWTCj1tzFMqIiIiIqHkqqmz44JcMIRak1+DeerMGyLnumxIDPx/xcue/P2fwQy2iVsaiA7kESZLw1Ox4RARphfhXG7Nx+jIr0kREROQ+Fm8xwlhYJcQenBqDAD+NQhl5p9AALe4aLxZ6LmSWY92BAoUyIvJOLDq4EbPZ3ODmSQL8NHh2bhvUPT3KZgNe/f4yzBVW5RIjIiIiaqKsgkr8uC1XiPVI0mN83xA7K8iZZgwLR0KkeFLIF+uyUFpmUSgjItfkzGtNFh3cSFRUFAwGg3DzND3aGnD7uCghZiyswvsr0hXKiIiIiKjpPlmdBYu1tn1fpQJ+d1McJInDI5WgUUt4bLo4O6ykzIqvNmQrlBGRa6p/nRkVFXXtRU3EogO5nNvHRqFbojhkafORIuw6yWM0iYiIyHUduVja4P3KjKHhSIr2s7OCWkPfDgENZoet2peP9NwKhTIi8i4sOrgRo9EIk8kk3DyRWi3h2bmJ0PuK/zz/szwdJWa2whEREZHrsVplLFyZKcQC9WrcMd5xnxZS8z00NRY6TW23ic0GfL6O3Q5Ev6l/nWk0Gh323Cw6uBG9Xt/g5qmiQnR4pN4xmoUmS4NJ0ERERESuYM3+fKRki5+c3zuRwyNdRVSIDjOHRwixnSeLeYQm0f8481qTRQdyWRP6hWBQl0AhtuVoEXZymwURERG5kNIyS4MZAW2jfTF5YKhCGVFj5oyJRKC/Woh9siYTsswjNImciUUHclmSJOHJWfEw+Io/HP6zPB3F3GZBRERELuK7TUaUlIknbT06PQ5qFYdHuhK9rxq3jRW3u5xKLcPuUyUKZUTkHVh0IJcWFqjFo9NjhViRyYIPfuY2CyIiIlJedkElftmTL8RG9AhCr3aed8qYJ5g2JAzRIToh9tla8cQRInIsFh3I5Y3rG4LBXcVtFluPFWHniSJlEiIiIiL6ny/WZwsXrBq1hPtviFEwI7oanUaFeydHC7GMvEqsO5BvZwURtRSLDuTyJEnCkzPjYfCrt81iRQa3WRAREZFizqWXYcvRIiE2fUgYYkJ9lEmImmRUz2B0jBOPMf1moxHllVY7K4ioJVh0ILcQGqjFY9PF0yyKTBb8l9ssiIiISAGyLOOzNVlCTO+rajAzgFyPSiXhgRvE7buFJguWbs9VKCMiz8aiA7mNsX2CMbSbuM1i27Ei7D3N4T9ERETUug6cK8XRSyYhNndMFAL1PCLTHfRub8DAzgFCbNn2XHbREjkBiw7kNiRJwhMz4xFQb5vFf39OR0UV2+GIiIiodVhtDbscwoO0mDEsXKGMqDnunxKDugeMlFfZsHR7jnIJEXkoFh3IrYQGaPHQNLEdLqeoGl9vNCqUEREREXmbXw8VIsVYIcTumRgNHy3fWruTpGg/jOkdIsR+3pWPwtJqhTIi8kx8ZSS3M6FfCHq10wuxn3bm4lJWuUIZERERkbeoqLLhyw3ZQqxttC/G9Q2xs4Jc2R3jo6Cqc0VUWW3Dkm2c7UDkSCw6kNuRJAm/nxkPjbq2H85mA977KR1WG89YJiIiIudZsSsX+SXiJ+EP3BADdd0+fXIbceE+GF+vYLRyT16Dv2Miaj4WHcgtxUf44rYxkULsbFoZ1uzlGctERETkHKVlFizeIu7579vBgH4dA+ysIHdwx7goqOtcFVVZ5AZ/z0TUfCw6kNu6dUwk4sLFc7AXrctiZZqIiIicYun2XJRV2oTY/TfEQJLY5eDOokN9MGlAqBBbvS8fuUVVCmVE5FlYdCC3pdOo8PuZ8UKsrNKGj1ZmKJQREREReaoiUzWW78wTYqN7BaNDrL9CGZEj3TY2Sti6a7HK+J7dDkQOwaIDubXe7Q2Y0E/ch7fteDH2nSlRKCMiIiLyRD9syUFldW2Xg0oC7poQrWBG5EiRwTrcMFDsdlh/oADGQnY7ELUUiw7k9h6cGotAf7UQe39FOiqqrAplRERERJ4kt7gKq+rNjRrfLwTxET52VpA7mjMmClqN2O3w3SYey07UUiw6kNsL0mvwwA2xQiynqJoDgIiIiMghvt+cg2pL7QlZGrWEO8ezy8HThAdpMW1wmBDbcIjdDkQtxaIDeYSJ/UPQo61eiC3ZnousgkqFMiIiIiJPkFVQiXX7xS6HKQNDERWiUygjcqZbR0fCRysey/7jVn6QRdQSLDqQR5AkCU/cFA9VnX/R1RYZH6/KVC4pIiIicnvf/mqEtc6BFTqNhNvGRimXEDlVaIAWNwwSux3WHyxAAU9HI2o2Fh3IYyRG+WLG0HAhtvtUCQ6e41BJIiIiun5pORXYdLhQiN04JBxhgVqFMqLWcPPISOEki2qLjKU7chXMiMi9sehAHuWuCdEINmiE2IcrM1FtsdlZQURERNS4r381wlY7ygG+OhVuHR2hXELUKsKDtJjYXzwdbfXefJSYLQplROTeWHQgj6L3VWPeZHGwU3puJVbsyrOzgoiIiKih5KxybDtWJMRmDg9HsIFdDt7g1tGRUNU2O6Ciysb3k0TNxKKDGzGbzQ1u1NDEfqHoFO8nxL791ci9eERERNRk39Q7KlHvq8Lskexy8BYxoT4Y3TtYiP28Kw/mCh7JTp7JmdeaLDq4kaioKBgMBuFGDalUEh6bHifEyqts+GxtlkIZERERkTtJzi7HzhPFQmz2iEgE+GnsrCBPNHeMODDUVGHFqr35dh5N5N7qX2dGRTluYC6LDuSRurTRN9iL9+vhQpxOZXcIERERXd339bocDL5q3DQ83M6jyVMlRvliWPcgIfbTjlxUVnNWGNH1YNHBjRiNRphMJuFG9t03OQb+PuI/8Q9+yYCt7kQoIiIiojpSjRXYXq/LYebwcOh91QplREq6bWykcL/IZMHa/ex2IM9T/zrTaDRee1ETsejgRvR6fYMb2RcSoMVdE8ShkuczyrH+YIFCGREREZGr+36zEXKdzyf8fVS4aThnOXirjnH+6N8xQIgt2ZbLk9HI4zjzWpNFB/Jo04eGIyHSR4h9uT4bZZUcAkRERESitJwKbK13YsVNwyNg8GOXgzer3+2QV1zd4N8JEdnHogN5NI1awqM3ikMlC00WLNmao1BGRERE5Kq+q9fl4OejwizOcvB6Pdoa0D1J/NR36fZcyDK37BI1BYsO5PH6dQzAoM5iW9yyHbnILa5SKCMiIiJyNem5ldh6tEiIzRgajgB/nlhBwC31jktNya7AofOlCmVD5F5YdCCv8MDUWKjq/GuvrJbxxbps5RIiIiIil/L9ZiPqzpr206kwewRnOdAVg7oEIiFC3LK7ZFuuQtkQuRcWHcgrtIn0xQ0Dw4TYr4cLcSGjTKGMiIiIyFVk5lVi89FCITZ9aDgC9exyoCtUKgmz63U7HLlo4ntJoiZg0YG8xl0TouBX7wjNj1dncj8eERGRl/thaw5sdQ4j8NGqMItdDlTPuD4hCDGIhail29ntQHQtLDqQ1wg2aHHbGHH68LFLZuw9XaJQRkRERKS0nKIq/HpIPE57+tAwBBvY5UAinVaFGcPEwaLbjhfBWMg5YURXw6IDeZWZwyMQGawVYp+syYLFym4HIiIib7R0Wy6sdbocdBqJsxzIrmmDw+Crq72EstmAn3aw24Hoalh0IK+i06owb3KMEMvIq8SqvXkKZURERERKKTJVY+3+fCE2ZWAYQgK0dlaQtwvw12DygFAhtu5AAUrLLQplROT6WHQgrzO6VzA6xfsJsW9/NcJUblUoIyIiIlLC8p15qLLUdjuqVcDNo9jlQFc3a0SEcCpaRZUNq/fm219A5OVYdCCvo1JJeGharBArKbPi+81GhTIiIiKi1mausOKX3WKn47i+IYgM1imUEbmLqBAdRvYIFmIrduWhqtrW+AIiL8eiA3mlHkkGDO8eJMRW7MpDThEHAREREXmDlXvyUFZZe5EoScCtoyKvsoKoVv2OmMJSC7YeK1ImGSIXx6IDea37p8RAo5Zq7lusMr7emK1gRkRERNQaKqps+GmH2OUwvHsQEiJ9FcqI3E3HOH/0bmcQYst35vIodqJGsOhAXis23Ac3DBIHAf16qBCpxgqFMiIiIqLWsP5AAYrN4uC/uWPY5UDXZ+YI8fjMS1kVOJ5sVigbItfFogN5tdvHRonHHsnAF+uzFMyIiIiInKnaYsOSbTlCrH/HAHSI81coI3JXgzoHIiZUnAGyfCePzySqj0UH8mohAdoGZ3HvPlWCU6msUhMREXmiLUeLkFtcLcTmjmWXA10/lUrCTcPFboc9p0uQVVCpUEZErolFB/J6s0dGIFCvFmKL1mZxTx4REZGHsdpkLN4qdjl0S/RHjyS9QhmRu5vYPxT+PrWXVLIM/Lwr7yoriLwPiw7k9fS+atw+NkqInUgxY//ZUoUyIiIiImfYfaoY6bnip9Bzx0RBkiQ7K4iuzt9HjSkDw4TYugMFMFdYFcqIyPWw6EAEYOrgMESFiHvyFq3LgtXGbgciIiJPIMsyftgsdjm0i/HFwM4BCmVEnmL60DCo6tStyitt2HCwQLmEiFwMiw5EAHQaFe6eIHY7pGRXYMuRQoUyIiIiIkc6dL4UFzLLhdicMZHscqAWiw71wZBuQULs5115/PCK6H9YdCD6nzF9QpAULZ7P/eWGbFRZbAplRERERI7ywxaxyyE2TIcRPYKVSYY8zsx6AyWzCqqw/0yJQtkQuRYWHdyI2WxucCPHUask3Dc5RojlFFVj9d58hTIiIiIiRzh92YzjyeL7pjmjI6FWscuBHKNHkh7tY/2E2PKdHChJ7sOZ15osOriRqKgoGAwG4UaONbBzQIMJ1t9tNqKsksOAiIiI3NXSbbnC/bBALcb1DVEoG/JEkiQ16HY4esmES1nldlYQuZb615lRUVHXXtRELDoQ1SFJEu6fInY7lJitWMFKNRERkVtKz63ErlPFQmzWiHBoNXwbTI41qlcwQgwaIfbLbr6HJOKrrRsxGo0wmUzCjRyva6IeQ7oGCrGl23NQWm5RKCMiIiJqrp925EKuM8/P30fV4IhDIkfQaVSYOlj8t7X5SCHfQ5JbqH+daTQaHfbcLDq4Eb1e3+BGznHPxGjhvrnChmXbc+08moiIiFxRYWk1NhwSjy6cNiQMel+1QhmRp5s6KAzqOldYldUyNhzgaWjk+px5rcmiA1Ej2sb4YVSvYCG2fGceikysVBMREbmLX3bnodpS2+agUUu4aViEghmRpwsN1GJ4vVNRftmTBxuPzyQvxqIDkR13jY9C3aHWFVU2/Lgtx/4CIiIichnllVb8skc8gWpc3xCEBWoVyoi8xfSh4haL7IIqHDhXqlA2RMpj0YHIjoRI3waTrVfuzkN+SbVCGREREVFTrTtQAFO5ePrUzSPZ5UDO1z1Rj3YxvkKMAyXJm7HoQHQVd4yPEvblVVlk/LDZcUNViIiIyPEsVhk/7RBnMQ3uGog2kb52VhA5jiRJmD5UPD7zwLlSZOZVKpQRkbJYdCC6iphQH0weILbIrdlfAGNhlUIZERER0bVsP16EnCKxM/GWUexyoNYzpncIDPUGlq7am2/n0USejUUHomu4bVwktJra4Q4Wq4zvNrHbgYiIyBXJsowl9WYwdUnwR/dEnvpFrcdXp8KkAaFCbP2BAlRUWe2sIPJcLDoQXUNEkA5TB4ndDhsOFSCDLXJEREQu5/AFEy5lVQixW0ZHQpIkOyuInGPa4DDU/WdnqrBi85EixfIhUgqLDkRNMGdMJHy0tf9dbDbg643ZCmZEREREjanf5RAX7oMhXQMVyoa8WWy4DwZ0ChBiv+zOgyzz+EzyLiw6EDVBaIAWM4aJ3Q5bjxUhJbtcoYyIiIiovguZZTh8wSTEZo+MgFrFLgdSRv2BksnZFTiRYlYoGyJlsOhA1ES3joqEv0/tfxlZBr7lbAciIiKXsXSbeGJFsEGDCfWOvyZqTf07BiAmVCfEVnOgJHkZFh2ImijAX4NZI8TJ19uPF7PbgYiIyAUYC6uw7XiRELtpWDh0Wr7dJeWoVBJuHCJ2O+w4UYwiU7WdFUSeh6/CDpKSkoKPP/4Yd911F3r37o2QkBBotVqEhoaiV69eeOSRR7B161al06QWmjk8Anpf8b8Nux2IiIiU99OOXNhstfd9dSpMGxJmfwFRK5nQL6TBSWgbDhYqmBFR62LRoYUOHz6MwYMHo23btnj44YfxzTff4NixYygqKoLFYkFhYSGOHz+Ojz76CGPGjMHYsWNx+fJlpdOmZjL4qTFrOLsdiIiIXEmJ2YK1+wuE2JSBoQjw0yiUEVGtQL0Go3oGC7HV+/Jhs3GgJHkHFh1a6OzZs9i3b58Q69SpE2bPno2HH34Yc+bMQXx8fM3XtmzZgqFDh+LSpUutnSo5yE3sdiAiInIpK/fko7K6ts1BpbrSnUjkKqYOFrtusguqGgw9JfJULDo4SIcOHfCvf/0L6enpOHv2LJYuXYqFCxfihx9+QGpqKj755BP4+/sDADIzM3HnnXfyuBw3xW4HIiIi11FZbcPPu/OE2OhewYgK0dlZQdT6urbxR1K0rxBbvY8DJck7sOjQQjExMVi0aBHOnDmD5557DnFxcQ0eo1Kp8MADD+Drr7+uie3Zswfr169vzVTJgW4aHgGDr1qIsduBiIio9W08VIBis0WI3TIqUqFsiBonSRKmDRK7HfacLkZ+CQdKkudj0aGFRo8ejXnz5kGtVl/zsbNmzcKgQYNq7q9atcqZqZETGfzUmDlCnETMbgciIqLWZbXJWLZdPCazX0cD2sX4KZQRkX1j+4bAV1d7+WWzAevqzSIh8kQsOrSy4cOH1/w6JSVFuUSoxW4axm4HIiIiJe0+VYzM/Cohxi4HclV6XzXG9A4WYmv258Nq5ZZr8mwsOrQySao9LsdqtSqYCbUUux2IiIiUI8sylmwVuxzax/qhT3uDQhkRXVv9gZJ5xdXYf65EoWyIWgeLDq3s+PHjNb9OSEhQMBNyBHY7EBERKeNEihln08uE2C2jIoQPeIhcTcc4f3SME7f/rN7LgZLk2Vh0aEVpaWnYtGlTzf0JEyYomA05ArsdiIiIlLFka45wPypEh5E9gpVJhug6TKvX7XDgXCmMhVV2Hk3k/lh0aEVPP/10zZaKNm3aYPr06de13mw2X9eNWge7HYiIiFpXqrEC+86WCrFZI8KhVrPLgVzf6N7B8PepvQyTZWANj8+kVqLE9aTGYc9EV/XFF19g6dKlNfcXLFgAHx+f63qOqKio63q8LHMoTWv4rdvh6421hYYdJ4pxOacCbSJ9r7KSiIiImmPpdrHLIcBPjckDQhXKhuj6+OrUGN8vBL/sri00rD9QgDvHR0Gr4WfC5FwGQ+vPveG/6lZw4MABPProozX3586dizvuuEPBjMjRZg6PgN5XrFgv3pJzlRVERETUHHnF1dh8pEiITR8aDl/dtY8vJ3IVUweJWywKTRbsOc2BkuSZ2OngZMnJyZg+fToqKioAAD179sTChQub9VxGoxF6vd6R6ZGD6H3VmDE0HN9tri00bD5aiDvGRyE27Po6WoiIiMi+FbtyYalzxKBOI2H60PCrrCByPUnRfuiepMfJlNoW9lV78zGyZ7BySZFXMJlMTXqc2Wy+7k57e1h0cKKsrCxMnDgR2dnZAIB27dph3bp1CAoKatbz6fV6Fh1c2MzhEfhpZx4qqmwAAJsN+HFrDp6azVNKiIiIHMFcYcWqepP+J/YPRbCBb2nJ/UwdFCYUHY5eNCE9twLxEdyeS86jxPUkt1c4SX5+PiZOnIiLFy8CAGJiYrBx40bExMQonBk5S6BegxuHiK1yGw8VIqeI04iJiIgcYfXefJRX2mruSxIwe0SEghkRNd+IHkEI9Be3Ba3ZV6BQNkTOw6KDE5SUlGDKlCk4efIkACAsLAwbNmxA27ZtFc6MnG3WiAjoNLWTsy1WucGRXkRERHT9qiw2rNiVK8SGdw9CbDi3MZJ70mlVmNhfHIC64WABqqptdlYQuScWHRzMbDZj6tSpOHDgAAAgMDAQ69atQ/fu3RXOjFpDaIAWN9QbDLT2QAEKSqoVyoiIiMgzbDlShPwSixC7ZVSkQtkQOUb9942l5VbsPFmsUDZEzsGigwNVVFRgxowZ2LlzJwDA398fq1evRv/+/RXOjFrTzaMioKlzTni1RcbS7blXWUFERERXY7PJDY7J7NlWj84J/gplROQYceE+6NNePMJw7f58O48mck8sOjhIdXU1br75ZmzatAkA4OPjgxUrVmD48OEKZ0atLSJIh4n9Q4TYqr35KDJZ7KwgIiKiq9l/thSXcyqFGLscyFNMHihusTh2yYyMvEo7jyZyPyw6OIDVasUdd9yB1atXAwA0Gg0WL16MCRMmKJwZKWXO6Eio6vzvqqy2YflOdjsQERE1x5JtYpdDYpQvBnYOUCgbIsca1j0IAX7iQMl1B9jtQJ6DRYcWkmUZDz74IJYsWQIAUKlU+OqrrzBjxgyFMyMlRYf6YFwfsdvh5915KC1ntwMREdH1OJ1qxok6xwoCwM0jIyBJkp0VRO5Fp1FhfD/xfePGg4WwWGWFMiJyLB5q3EIffPABPv/885r77du3x44dO7Bjx45rrg0LC8OLL77oxOxISXPHROLXw4WQ//fzorzShp935eHO8dHKJkZERORGfqzX5RAepMWY3sHKJEPkJFMGhmH5zrya+4UmC/aeKcHw7kEKZkXkGCw6tFBOjviD8Pz58zh//nyT1iYmJrLo4MHiI3wxqmcwth4rqokt35mHmcMjoPdV219IREREAIC0nArsOV0ixGYNj4BWw2Zd8iyJUb7oluiPU6llNbG1+/JZdCCPwFdsIieaO1YccmUqt2LVXu7RIyIiaoplO3JrOgYBQO+rwpRBofYXELmxyQPE4zMPni9FTlGVQtkQOQ6LDi30j3/8A7IsN+uWkpKidPrkZG2j/TC0W6AQW7Y9FxVVNoUyIiIicg8FJdXYeKhQiN04JBz+PuwWJM80qlcQ/H1qL89kGdhwoEDBjIgcg0UHIie7fVyUcL/YbMGafex2ICIiuprlu3KFQXpajYQZw8IVzIjIuXx1aoypN4h83YECWG0cKEnujUUHIifrGOePAZ3EY72Wbs9BVTW7HYiIiBpjrrBi1R6xQD+hXwhCA7QKZUTUOqYMFLcP5RZX4/D5UoWyIXIMFh2IWkH9bof8EgvWH2S7HBERUWPW7MtHWWVtcV6SgNkjIq+ygsgzdIzzR/tYPyG2dj/fM5J7Y9GBqBV0S9Sjd3uDEPtxaw7PXyYiIqqn2mLD8p25QmxYtyDER/golBFR65oyQOx22HO6GIWl1QplQ9RyLDoQtZLbx4rdDjlF1dh8pNDOo4mIiLzTlqNFyC+xCLFbRkUolA1R6xvbNwQ+WqnmvtWGBkNVidwJiw5EraRXOz26JfoLsR+35cDG4UBEREQAAJtNxo/bcoRYj7Z6dGmjVygjotan91VjZM9gIbZufz5kme8ZyT2x6EDUSiRJwpzRYrdDWk4ldp8uUSgjIiIi17LvbAnSciqF2K2jOMuBvM/kegMlM/KrcDzZrFA2RC3DogNRKxrUJQBJ0b5CbPEWIyvXREREAJZsE2c5JEX5YmDnADuPJvJc3RP1SKg3x2Ttfh65Tu6JRQeiVnSl20H8xOZcejmOXDQplBEREZFrOJVqxskU8ZPcm0dFQJIkOyuIPJckSQ26HXacKEZpmcXOCiLXxaIDUSsb1TMY0aE6IbZ4S46dRxMREXmHJfVmOYQHaTG6V7AyyRC5gPF9Q6FR1xbdqi0yNnEIObkhFh3ciNlsbnAj96NWSw2mcB+5aMLZtDKFMiIiIlJWWk4F9tSbcTRreAS0Gr5VJe8VbNBgWLdAIbZ2fwG35ZJTOPNak6/kbiQqKgoGg0G4kXua2C8UIQEaIbZ4K7sdiIjIOy3dnou611EGXzWmDAq1v4DIS0weGCbcT8muwIXMcoWyIU9W/zozKirq2ouaiEUHIgXotCrMGi52O+w6WYzLORUKZURERKSM/JJq/HpYbBmfNiQM/j5qhTIich192hsQGawVYusPFCiUDVHzsOjgRoxGI0wmk3Aj9zV1cBgMvuIbqh/Z7UBERF7mpx25sFhr2xy0GgkzhoUrmBGR61CpJEzsL3b9bDlShMpqm0IZkaeqf51pNBod9twsOrgRvV7f4EbuS++rxo1DxZa5zUcKkVNUpVBGRERErau0zIJVe8VjACf0C0FogNbOCiLvM7F/KOoe4mKqsGLXyWLlEiKP5MxrTRYdiBR007AI+Ghrf4pYbcDSemeUExEReaqfd+ehoqr2E1uVBNwyKvIqK4i8T1SIDn3ai7PcuMWC3AmLDkQKCjZoMGmA2DK37kA+ikw8g5mIiDxbeaUVK3bmCbFRvYIRG+ajUEZErmtSvS0WRy6aYCxkdyy5BxYdiBR288hIqOv8T6yslrFiF7sdiIjIs63ZV4DScqsQmzOGXQ5EjRnaPajBLLANB9ntQO6BRQcihUWF6DCmd4gQ+2V3HswVVjsriIiI3FuVxYZlO8ThyYO7BqJttJ9CGRG5Nh+tCmP6BAuxDQcLYLPJjS8gciEOLTrIsozc3FykpKQgJSUFubm5kGX+RyC6lltHi5/smCtsWF1vsBYREZGn+PVQIfJLxK2Ec9nlQHRV9bfk5hRV4+glnmZHrk/TksVHjx7F+vXrsXfvXhw5cgRpaWmwWMQfIBqNBgkJCejTpw8GDx6MSZMmoXfv3i1KmsjTJEb5Ymi3QOw+VVIT+2lnLm4aFg6dlg1JRETkOaxWucER0b3bGdC1DU/lIrqaDrF+aBvti+TsiprY+gMF6NshQMGsiK7tuosO586dw6JFi/DNN98gIyND+FpjXQ3V1dVITk5GcnIyfvrpJ8yfPx9xcXG48847MW/ePHTu3Ln52RN5kLljooSiQ2GpBRsOFWDaYJ5VTkREnmP78SJkFYgD8OaOZZcD0bVIkoRJA0KxcGVmTWznyWKUllsQ4Neiz5KJnKrJH6Fu3boVU6dORbdu3fDaa68hIyMDsiwLN3vqPy4jIwOvvfYaunXrhqlTp2Lr1q0O+cMQubPOCf7oXe84pCVbc2G1cosSERF5BlmW8UO9LoeOcX4NjgMkosaN7RMCjbr2uPVqi4ytR4qUS4ioCa5ZdDh8+DAmTpyIcePGYd26dbDZbJBlGZIkoXfv3njiiSfw0UcfYfv27bh06RJKSkpQXV2N6upqlJSU4OLFi9i2bRs++ugjPPHEE+jduzckSaopQKxbtw7jxo3DxIkTcfjw4db4MxO5rPr7WbMLq7DteJEyyRARETnYvjOlSKnTGg4Ac8dGQZIkOyuIqK4gvQZDugYKsfU8xYJc3FX7cB599FF8+umnNYUGlUqFSZMmYc6cObjpppsQGhp6teUwGAwwGAxo27YtRowYURMvKCjAihUr8OOPP2L9+vWw2WzYtGkTBg0ahAceeAAffvihY/50RG6mT3sDOsb54XxGeU1s8dYcjOkdzDdkRETk1mRZxvebjUIsIdIHQ+tdQBHR1U0aEIodJ4pr7p/PKMelrHK0i+HpL+Sartrp8NFHH8FqtSIwMBDz589HcnIy1qxZg/vuu++aBYerCQ0NxX333YfVq1cjOTkZ8+fPR1BQEKxWKz7++ONmPy+Ru5MkqUG3Q0p2BfadKVUoIyIiIsc4nmzGmbQyITZ3dCRUKhbVia5Hv44BCAvUCrH1B9jtQK7rqkWHgIAA/POf/8Tly5fxyiuvICEhweEJJCQk4JVXXsHly5fx0ksvISCA01fJuw3tFoSECB8htnirkcfPEhGRW/thi9jlEBWiw+jeIQplQ+S+1CoJE/uL/3c2HS5ElcWmUEZEV3fVosPFixfx/PPPt0ohwGAw4K9//SsuXrzo9N+LyJWpVBJuHS12O5xKLcOJFLNCGREREbXMufQyHDpvEmK3jIoQBuIRUdNN7Cd2nZeWW7H3dImdRxMp66pFh/Dw1j+qLywsrNV/TyJXM6Z3MCKCxLa5xVty7DyaiIjItdWf5RBi0GBS/+Zv1SXydrHhPujZVi/EuMWCXNU1T69YvHgxqqqqrvUwInIgrUaFm0dGCLED50pxIbPMzgoiIiLXdDGzHLtPiZ/AzhwRAZ22ySe3E1EjJg0QC3cHz5cit4jXbeR6rvlqf9tttyE6OhqPPfYYdu/e3Ro5ERGAyQPDEKhXC7Ef2e1ARERu5rtNYpdDgJ8aNw5hZytRS43oEQQ/n9rLOVkGNh4uVDAjosY1qcRcXFyMjz76CCNGjECnTp1qBj8SkfP46lSYOUzsdthxohiZeZUKZURERHR9krPLsfNksRCbPTIC/j5qOyuIqKl8dWqM7hUsxNYfKIDNxuHj5FquWXRQq9WQZbnmdvHiRbzwwgto164dxo8fjy+//BJmMwfcETnDjUPD4Ker/W9qk4Gl23MVzIiIiKjp6nc5GPzUmD609WeGEXmq+lsssguqOHycXM41iw4ZGRl488030adPHwCoKT7YbDZs2bIF9913H6KjozFv3jxs2rTJ2fkSeZUAPw2mDhZbUNcfLEBBSbVCGRERETVNqrECO06IXQ6zhkdA78suByJH6ZLgj4RI8ah1DpQkV3PNokNkZCSefvppHDp0CMePH8cf//hHxMbGAqgtQJjNZnz11VeYOHEiEhMT8cILL+DcuXNOT57IG8waIR4pZrHKWL6L3Q5EROTavttkhFyny1vvq8KMYexyIHIkSZIanASz40QRzBVWhTIiaui6xgZ3794dr7/+OtLS0rB27Vrccccd8Pf3B1BbgEhLS8Mrr7yCrl27YtiwYVi4cCGKioqckTuRVwgL1GJCvxAhtmpPPn+YEBGRy0rLqcC240VC7KZhETD4scuByNHG9w2Bqs5VXWW1jK3HihTLh6i+Zp1VJEkSJk2ahK+//hpGoxGfffYZxo4dC0m68mnsbwWIvXv34vHHH0dMTAzmzJmDVatWwWazOfQPQOQNbh4ZCam22QFllTas2pOnXEJERERX8d1mscvBz0eFmSPY5UDkDCEBWgzuEijEuMWCXEmLD0jW6/WYN28efv31V6SmpuLll19Gly5dANQWHyorK7F06VLMmDEDsbGx+NOf/oRjx461OHlvYzabG9zIO8RH+GB49yAhtnxnHqqqWcQjIiLXkp5bia1Hi4TYTcPCEeCnUSYhIi9Qf6Dk2bQypBorFMqG3JEzrzVbXHSoKz4+Hn/5y19w6tSpmi6H8PArVe3fChA5OTl4++230bdvX/Tt2xfvvPOOI1PwaFFRUTAYDMKNvMetoyOF+4UmCzYe4lnMRETkWr7fbETdE/v8dCrMGh5hfwERtdjAToEICRALe+sPstuBmq7+dWZUVJTDntuhRYe6Bg4ciP/85z/IzMzE8uXLMWvWLOh0OgC1BYijR4/ij3/8o7NSIPIoneL90beDWGj6cVsOrFaexUxERK4hPbcCm4+IBfHpQ8MRqGeXA5EzqdUSxvcVZ4D9eqgQFr5PJBfgtKLDbzQaDWbMmIGlS5ciOzsbDz/8MADUzH+gpjMajTCZTMKNvEv9bofsgirsOFmkTDJERET1fL1R7HLw1akweyS7HIhaQ/1TLIrNFuw7U6JQNuRu6l9nGo1Ghz2304sOAJCdnY0333wTY8aMwccff8yCQzPp9foGN/Iufdob0DHOT4gt3pIDWWYVm4iIlJWcVd5gYv5Nw8IRxC4HolaREOmLbon+QoxbLKipnHmt6bSiQ3l5Ob755htMmTIFCQkJePbZZ3H8+HEAtdsrfH19MXfuXGelQORxJElq0O1wKasCh86XKpQRERHRFV9tzBbu631VuHkUuxyIWlP9bof9Z0tQUFKtUDZEVzi86LBp0ybMmzcPUVFRuOeee7BhwwZYrdaaQoMsyxg+fDg++ugjZGdn49tvv3V0CkQebVj3IMSF6YTY4q05CmVDRER0ZVL+7lNiG/fsEZE8sYKolY3sFQwfbe0lns0GbDzEbgdSlkN+Epw6dQpfffUVvvnmG2RkZABAg3bvpKQk3H333bjnnnvQvn17R/y2RF5JrZJwy+hIvLssvSZ27JIZpy+b0bUNt9wQEVHr+2qD2OUQ6K/GTcPDFcqGyHv5+6gxqlcQNhysHei6/mAhbh0dyS3upJhmFx1yc3Px7bff4quvvsLhw4cBNCw0BAQE4Oabb8a9996L0aNHtyxTIqoxrm8IvtqQjYJSS03sx605+NvdbRXMioiIvNGJZBMO1tvmd+voSOh91QplROTdJvUPFYoOGXmVOH25DN0S+eEUKeO6ig6VlZVYsWIFvvzyS6xfvx5WqxWAWGxQqVQYN24c7r33XsyePRt+fn72no6ImkmnUWHWiAh8uiarJrb7VAku51SgTaSvgpkREZE3kWUZX9TrcggJ0ODGIexyIFJK9yQ9YsN0yMyvqomtP1DAogMppkkzHbZt24aHHnoI0dHRuP3227FmzRpYLJaaGQ0A0KVLF7zyyitITU3F+vXrceedd7LgQORENwwKg6Hep0hLtnG2AxERtZ7DF0w4kWwWYreNiYKvrlUOSCOiRkiShEkDxIGS244VobzSqlBG5O2u2enQrl07pKamArhSzZYkqabQEBoairlz5+Lee+/FoEGDnJspEQn0vmrcODQM32+uLTRsOlyIuydEIyJYd5WVRERELSfLMr5cL3Y5RAZrMWVQqJ0VRNRaxvcNxZfrs2H7X0N6eZUNO04UY2J//v+k1nfNMnRKSgqA2i0UarUa06dPx5IlS5CVlYX333+fBQcihdw0LBw6Te1QIKsNWLYjV8GMiIjIW+w5XYKz6WVC7I5xUdBp2OVApLTwIC36dwoQYusP8BQLUkaTfirIsow+ffrg7bffRkZGBlasWIHZs2dDq9U6Oz8iuopggxaT67XPrdlXgBKzxc4KIiKilrNaZSxamyXEYsN0GN+Pn6ISuYr6XQ0nUszIyKtUKBvyZtcsOvzhD3/A0aNHcejQITz11FOIiIhojbyIqIlmj4yAqs7/5MpqG37ZnadcQkRE5PHWHSxAWq548XL3hGho1DySj8hVDO4aiEB/cf7XhoPsdqDWd82iwxtvvIGePXu2Ri5E1AzRoT4Y3StYiK3YlYeKKg4LIiIixyuvtOLrjeIsh45xfhhV72cRESlLp1FhbJ8QIbbxUAGsNtnOCiLn4KY7Ig9w6+hI4X5puRVr97OSTUREjrdsRy4KS8VtfA/cEAuVil0ORK6m/ikW+SUWHDpfqlA25K2ueXpFU1VUVGDt2rXYsWMH0tLSUFhYCKvVil9//VV4nCzLKC8vBwBotVrOhSBygLbRfhjUOQD7ztb+EFm2PRfTBodBy4FeRETkIIWl1ViyTRxYPLBzAHq3NyiUERFdTbsYP3SM88P5jPKa2PoDBRjYOVDBrMjbOKTo8MYbb+C1115Dfn5+Tey34zXrKygoQGJiIsrLyzF48GDs2rXLESkQeb1bx0QKRYfc4mpsOVrEo5GIiMhhvvnViIoqW819lQTcPyVGwYyI6Fom9Q/F+YyMmvt7Tpeg2GxBkN5hnz8TXVWLPgKtrq7GtGnT8NxzzyE/Px+yLNfc7AkLC8O8efMgyzL27t2LCxcutCQFIvqfHkkGdEv0F2I/bsuBjfv2iIjIAdJzK7Bmf74QG98vBEnRfgplRERNMbpPMLR1jli3WGVsOVKoYEbkbVpUdHjsscewZs0ayLIMHx8fPPLII/jhhx9w0003XXXdXXfdVfPr1atXtyQFIqpjzugo4X5aTiX2nilRKBsiIvIki9Zlw1bb5ACdRsLdE6OVS4iImiTAT4Nh3YKE2LoDBVf9oJjIkZpddDh48CAWLVoESZIQHx+PQ4cO4YMPPsCtt96K+Pj4q64dMmQIgoODAQDbt29vbgpEVM/AzgFIivIVYj9syeEPFSIiapGTKWbsOlksxGaNiEBEkE6hjIjoetQfKJmcXYGLmeV2Hk3kWM0uOixatKjmQuarr75Cly5drmt93759IcsyTp8+3dwUiKgelUpqcJLF2bQyHE82K5QRERG5O1mW8cnqTCEW6K9u8POGiFxX7/YGRAaLA/zXH+BJZ9Q6ml102Lx5MwCgR48eGD169HWvj4uLAwBk1BlqQkQtN6pXcIMfKj9uzVEoGyIicnebjxThTFqZELtjXBT0vmqFMiKi66VWSZjQT+x22HykCFXVNjsriByn2UWHzMxMSJKEvn37Nmu9Xq8HAJjN/ASWyJE0agk3jxQ/fTpwrpQtdEREdN3KK634bK3Y5RAbpsPUwWEKZUREzTWxf4hw31Rhxa5TxXYeTeQ4zS46VFRUAAB8fX2v8cjGlZRcGW5nMPBcZyJHmzQgFIF68ROoJdvY7UBERNfnx605yC+xCLGHp8VBq2nRLHIiUkB0qA96txevvTYc5BYLcr5m/8SIiIgAcKXjoTlOnDghPA9dm9lsbnAjaoyvToWZw8T/W9uOFSGroFKhjIiIyN0YC6uwZHuuEOvfMQCDugQolBERtdSk/uIWi8MXTMgpqlIoG3IlzrzWbHbRoUuXLpBlGXv27IHFYrn2gjrOnj2LEydOQJIkDBw4sLkpeJ2oqCgYDAbhRmTPjUPC4Kur/S9uk4Gl23KvsoKIiKjWJ6szUW2pPf1IpQIevjEWkiQpmBURtcSw7kHw96l9fyjLwMaDhQpmRK6i/nVmVFSUw5672UWHKVOmAADy8/OxaNGi61r7pz/9qebki8mTJzc3BSK6igB/DaYOEvfcrj9YgMLSaoUyIiIid3H0ogk7Toh7vacPCUebyOZtqyUi1+CrU2FMb3G2w4aDBbDZeLw6OU+ziw7z5s1DUFAQgCtFhJ07d15zTVVVFR588EGsWrUKkiQhNjYWt912W3NT8DpGoxEmk0m4EV3NzBHh0KhrP5GqtshYsStPwYyIiMjVVVtseH9FuhAL9FfjzgmO+9SLiJQzaYC4xSK7sIrHq1OD60yj0eiw52520SE0NBQvv/wyZFmGyWTC2LFj8cgjj2DTpk01QyKBK8kfOnQICxYsQMeOHYWuiLfffhtarbaxp6dG6PX6Bjeiq4kI0mFcX7Ga/cvuPJgrrAplREREru6nnXlIyxVnAN0zKRoBfhqFMiIiR+oU74fEKLFraf0BDpT0ds681pTk3/Y5NNPTTz+Nd999t8H+vt+e1l78b3/7G/7xj3+05Lf2CmazuWZ2g8lkYqGBrltaTgUeeecs6v5Pv39KDG4dHWl/EREReSVjYRUeefssKqttNbGOcX54+/GOUKs4y4HIUyzbnouPV9ceCOCjlfDNX7pD76u+yiryJo68Dm3xeUdvv/02PvnkEwQFBUGWZaHYIElSTey3W3BwMBYtWsSCA1ErSYj0xbBuQULsp525qKrzhpKIiAgAFq7MEAoOkgQ8MTOeBQciDzOubzDUda4EK6tlbD1WpFg+5Nkccsjy/fffj8uXL+Odd97BpEmTYDAYhAKEj48PRo4ciVdffRUpKSm49957HfHbElET1e9qKCy1YONhTiomIqJae0+XYPepEiE2bXAYOsX7K5QRETlLsEGLQV0ChRi3WJCzOGxznsFgwJNPPoknn3wSwJV2jOLiYuj1+pqBk0SkjM4J/ujd3oCjF2uHjy7ZmoPJA0L56RUREaGiyooPfskQYkF6De6ZFK1QRkTkbJMGhAqFxrNpZUg1VjSY90DUUg7pdGiMXq9HbGwsCw5ELmJOvW6HrIIq7Kx3HBoREXmnL9dnw1hYJcQenBrD4ZFEHmxgp0CEBIj/x9cfZLcDOZ7Tig5E5Fr6djCgQ6yfEFu8NQctnCVLRERu7sxlc4PjlHu01WN8vdOPiMizqNVSg//nmw4XwmLle0NyLBYdiLyEJEmYM0bsdriYWY5D5012VhARkaerttjw7rJ02OpcY2g1Ep6aldDgBDIi8jyT+ocK94tMFuw/W2Ln0UTNc9Wig9FobK08FP09ibzFsO5BiA3TCbEft+YolA0RESlt8dYcpBgrhNid46MQH+GjUEZE1JoSIn3RLVEcFsuBkuRoVy06dOjQAX//+99RXOz8fd9FRUX461//io4dOzr99yLyVmqVhFtGid0ORy+ZcOayWaGMiIhIKanGCny/WSw8t4vxxc0jI+2sICJPVL/bYd/ZEhSUViuUDXmiqxYdzGYzXn75ZbRp0wbPPPMMLl265PAELl68iD/+8Y9o06YNFixYALOZFz9EzjS+XwhC6w0N+nFbrkLZEBGREixWGW/+eFnYu61SAU/fnACNmtsqiLzJyF7B8NHWXhbabFdmOxA5ylWLDo8//jhUKhVKS0vx1ltvoVOnThg/fjw++uijFm2DMBqNWLhwIcaNG4dOnTrhnXfegclkgkqlwu9+97tmPy8RXZtOo8KsERFCbNfJYlzOqbCzgoiIPM33m404n1EuxGaPiECHOH87K4jIU/n7qDGyp3ji4PoDBRw2Tg4jydf413Ts2DE888wz2LBhw5UFdYYKde3aFSNGjECvXr3QpUsXxMfHIywsDH5+fpAkCWVlZcjLy0N6ejrOnj2Lo0ePYseOHThz5kzNc/z220+ePBmvvfYaevbs6Yw/Z6upqqrCDz/8gO+++w4nT56E0WhESEgI2rZti9mzZ2PevHkIDw9v8vOZzWYYDAYAgMlkgl6vd1bq5EXMFVbc++opmCtsNbGJ/UPwh1vaKJgVERG1hrNpZfjDh+dhq/0RgPgIH/zn952ETzuJyHscTzbh2Y8uCrG3Hu2Arom89vBWjrwOvWbR4Tc7duzAv/71L6xZs6amUNDcqcZ110+bNg3z58/HsGHDmvVcruTMmTO44447cPjwYbuPiYyMxKJFizB16tQmPSeLDuQsn6/Lwg9bavfyatQSPvtTF0QE666yioiI3FlFlQ1P/PscMvIqa2IqFfDWox3ROYFdDkTeSpZlPPjmGWTmV9XEpgwMxVOzExTMipTkyOvQJpezR4wYgZUrV+LMmTN47rnn0KZNG8iy3KxbmzZt8Oc//xlnz57Fzz//7BEFh/T0dIwfP76m4CBJEkaPHo0HHngA06dPh5+fHwAgJycHM2fOxK+//qpkukS4aVg4dJrawqHFKuOnHZztQETkyT5bmykUHADgjrFRLDgQeTlJkjCx3kDJrceKUFFlVSgj8iRN7nRozPHjx7Fhwwbs3bsXx44dQ2pqKioqxH3hvr6+SExMRO/evTFo0CBMnDjR7bdQNGb06NHYtm0bACAxMRE///wzevXqVfP1vLw83HbbbTXFhtDQUFy8eBHBwcFXfV52OpAzvb8iHSv35Nfc99Wp8MWzXRGo11xlFRERuaN9Z0rw9y+ShVineD+8+WhHDo8kIuQWV2Heq6dhq3N1+MdbEzChX6j9ReSxFNle0VTFxcU1J1Do9XoEBQVdY4X7W716NaZNmwYA0Ol0OHDgQKOFFbPZjF69etWcAvLnP/8Zr7zyylWfm0UHcqbsgko88OYZYV/vXROicOf4aOWSIiIih8strsIT751DSVntp5Y+Wgn/+X0nxEf4KpgZEbmSFxZdwoFzpTX3e7bV47WHOyiYESlFke0VTRUUFITY2FjExsZ6RcEBAN5///2aX9977712Ozn0ej1eeumlmvsLFy6ExWJxen5E9kSH+mBUz2Ah9vOuPLbSERF5EKtVxqvfXxYKDgDwwA2xLDgQkWDSALGr4XiyGZn1tmQRXS+OKG4hk8kkzGe47777rvr4W265BQEBAQCAgoKCmi0ZREqZMzpSuF9SZsW6/QUKZUNERI721cZsnEwxC7Hh3YNw45AwhTIiIlc1uGsgAvzUQmzDIb4vpJZh0aGFdu3ahcrKK9U/vV6PgQMHXvXxPj4+GDJkSM39TZs2OTU/omtpG+OHAZ0ChNiyHbmwWHk2MxGRuzt4rhSLt+YIsagQHf7v5oRmn0JGRJ5Lp1FhXN8QIbbxUCGsNr4vpOZj0aGFTp8+XfPrnj17QqO59gC+fv36NbqeSClzxojdDjlF1dh6tFChbIiIyBGyCyrx6vepqDu9S60C5t/WBoZ6n2QSEf2m/haLvOJqHLlQaufRRNfGEfUtdPbs2ZpfJyYmNmlNmzZtan595syZJv9eVVVV0Gq1TU/uf9RqNdTqxt9cVFdXo7mzRJ31vCqVym7xxmKxwFZ36qEHP68kSXb/vq1WK6zW5s1daOx5eyTp0bWNP05fLquJLd6ag+Hd9FCpmv5JmE6nazRus9laNL9Eq9U2+omcs55XlmVUV1c3+3k1Gg1UqoY1XWc9L3Dl9aG5+Brhns/bmq8RjnhegK8Rv2mN14jySite/CoFpeXi39e9EyPRLlp7Xa8ZfI1wz+fla0QtvkZc/XkB8X1EfJga7WN8cTGr9lTCNfvy0DOp8RkwfI1wz+e91v/llry3rI9FhxbKz689bjAqKqpJa6Kja08GKCho+h6p7du3w9e36QOffnvh7tixI+Li4hp9zL59+5r94pWUlISkpKRGv3b48GGUlZU1+rVriY2NRadOnRr92okTJ1BUVNSs542IiED37t0b/drZs2eRm5vbrOcNDg5Gnz59Gv3apUuXkJmZ2azn9ff3x6BBgxr9WlpaGlJSUpr1vFqtFsOHDxdikiRhzuhIvPhV7XNezqnE1z8fQIfIpv/7GDNmTKPxvLw8nDp1qjnpAgCGDRvW6BuRkpISHDlypNnPO3DgwEYn8ZaVlWH//v3Nft4+ffo0ehxudXU1du3a1ezn7datGyIjIxv9Wkuel68RV/A14orGXiN+k52djfPnzzfreQG+RvzG2a8RsizjzSVpSMkWjzHvGFmFcPksrve34GvEFXyNuIKvEbXc9TWiMfWft12wDy5m+dfc33OqBL9u2Q0/XcMLfb5GXOEurxG/FRP8/f3Rt2/fRh9z+fLlFv1fro9FhxYymUw1v/bz82vSmrqPq7v+Wt544w271b7G/P3vf2/yY4kGdQlEbKgamQW1n1DsTvZF+4hqcNsvEZH7+H5zDnaeKBZiYXorpvU08/WciJqka3QVNp3xg1W+8qJhlSWczNJhQCJPsnB3CxYsAHDlSEx7xbGkpCQkJCQ47PfkTIcWqqio/RTBXktYfT4+PjW/Li8vd3hORM2hUkmY0k8snGUWaZBexNokEZG72H68CF9uyBZiBl81bu5rgg9fzomoifx0MjpGiR0Kx9J1aOaOBvJy/PHTQnW3OzR138tvp10ATe+OAIA//elP17W9guh6Derogx93lKC0orYeueeSLxL6N70jh4iIlHE6rRJv/CQWHFQSMP/2RJRm5imUFRG5q15xlTiTXfuhaq5Jg+wSNWKCmj+3g5T35z//GUDTtlds377dIb+nJDd3AgcBAObOnYvFixcDAJ588km8++6711yzbNky3HzzzQCuzHfIysqy+1iz2QyDwQDgyvyHxvaNXQuHu7jn8yo1AGr5zlx8ssYoxN99rC2Soq9d8OIAqCuUHgB1vfga4Z7PyyFxtfgaAaRkV+DPn6WirFL89/TQ1FjMHhnB14j/ccX/y3yNqMXXiCtc5X2EzSbjkXcvIqeo9vec1D8Yv5sRIzyOrxHu+bzX+r9cUlKC0NArJ5mYTKZmXYf+hp0OLRQWFlbza6PReJVH1srOrv0U4re/yKbQ6XRN3sLRVM05DUPJ523KkaTe8LxXexFu6fNOGxKBxVvzUFJW+6bhp12FeO62pp3O0hiVSuXwf7vOfF5JktzqeYGmb++6XnyNcM/ndeZrhDOel68RLXteY2EVXvw6rUHB4cYhYZg1IhwAXyN+427/l/kacQVfI5z7vID914gpA8OELVvbj5fg0enx8PNp2t8zXyPc83nVarVD/61xpkMLde7cuebXqampTVpz+fLlml936dLF4TkRtYSvTo0Zw8KF2LZjRcgq4OAgIiJXk19Sjec/u4SCUvHT2uHdg/Do9LhGP4UlImqqCf1DUPf09PIqG7YdL1IsH3JPLDq0UNeuXWt+ffz48Sa1aB06dKjR9USuYvqQcPjqal8ebDKwdFvzjvkhIiLnyCuuxnMfXUBGnlgU7pGkx7Nz20CtYsGBiFomIkiHAZ0ChNjafQUKZUPuikWHFho2bFjNaRRmsxkHDhy46uMrKyuxZ8+emvvjxo1zan5EzRGo1+CGgeLWn/UHC1BQ0vx9hERE5Di5xVV47uMLyMgX92EnRvnib/ckQaflWzwicowpg8KE+2fSypCSzRP4qOma/ROppKQEa9aswQsvvIBbb70Vffv2RZs2bRAdHY3ExESMGDECDzzwABYtWoTk5GRH5uxSDAYDxo8fX3P/888/v+rjly1bhtLSUgBASEgIRo0a5cz0iJpt1sgIaNS1n5JVW2Qs28FuByIipeUUVWH+xxeRWa/gEBfug5fva4cAP47sIiLHGdg5ECEB4uvKugPsdqCma/bpFRqNpsHE0Lr36+8h7NevH+bNm4cHHnjA4459XLVqFW688UYAV4awHDp0CN27d2/wuLKyMvTu3RsXLlwAAMyfPx8LFiy46nPXPb2ipVNDia7Xu8vSsHZ/7Q8VX50Knz/bFUF6vqElIlLChcwy/P3z5AYzHOIjfPCvB9sjLNA5w9WIyLstWpuFxVtzau4H+Knx9V+6QadhV5WncuR1aLP/lfx2NIcsyzW3uurGZFnGoUOH8OSTT6Jdu3b45ptvmp2wK5o2bRpGjhwJ4MpxMzfeeCOOHz8uPCY/Px8zZ86sKTiEhobiueeea/Vcia7HraMjheFBFVU2rNjJbgciIiXsO1OCZxZebFBwSIjwwassOBCRE00eIG67LS23YtfJYoWyIXfT7E4HlUoFPz8/9OzZE0lJSUhISEBAQAAkSUJFRQUuX76M8+fP4/DhwzXnyUqSBFmWIUkSHnzwQSxcuNChfxglpaenY9CgQcjKygJw5fszevRotGvXDrm5udi4cSPKysoAXOkSWbt2rbAtwx52OpDSXv/hMjYdKay57++jwhfPdYPBz/FHYhERUUOyLGPV3nx88EsG6h/HnhB5pcMhNIAFByJyrvkfX8TRS6aa+33aG7DgwfYKZkTO5Mjr0Gb3SB85cgTdu3e/5lm8lZWV2LJlC5YsWYLvvvsOZWVlkGUZn3zyCYKDg/Hqq682NwWXEh8fj02bNuH222/HkSNHYLPZsHnzZmzevFl4XEREBBYtWtSkggORK5gzJlIoOpRV2vDLnjzcPjZKwayIiLxDWaUV/1mejs1Hihp8rWdbPV64O4kzHIioVUweGCoUHY5cNCGroBIxoT4KZkXuoNmdDs1RUFCA+fPn45NPPgEAqNVqHDx4EL169WqtFJyuqqoK33//Pb777jucPHkSRqMRwcHBaNeuHWbNmoX7778f4eHhTX4+djqQK3j5mxTsPFHbQhfor8YXz3WFr47dDkREznIxsxwLvk1pcEIFAIztE4z/uzmB+6mJqNVUVdtw54JTMJVba2K3jY3EvZNiFMyKnMWR16GtWnT4zb/+9S/85S9/gSRJePTRR/H++++3dgpug0UHcgUXMsvw+3+fF2IPTY3F7JERCmVEROS5LFYZP+3IxVcbs1Ftafg27baxkbhnYnSDod1ERM72wc8Z+Hl3Xs39sEANvni2G9Rqvh55GpcYJNkS8+fPR9euXSHLMjZu3KhECkR0HTrE+mNQ5wAhtmR7DqqqbXZWEBFRcxxPNuF3753FZ2uzGhQc/H1U+Msdibh3UgwLDkSkiCkDxYGS+SUW7D9XolA25C4U68kbMmQIACAzM1OpFIjoOtxWb4ZDYakF63lGMxGRQ6TnVuC1H1Lx7EcXcTmnssHXO8X74T9PdsLInsGtnxwR0f+0jfFD53h/IbZuP98P0tUpNnno9OnTSv3WRNQMXRP16NPegCMXawcI/bgtB1MGhUHDljoioma5kFmGxVtysONEMRrb8CpJwKzhEZg3ORpazm8gIhcweWAozqaX1dzfd7YE+SXVPLaX7HJK0WH16tU4cOAAunfvjqSkJMTExMDPzw9msxlnzpzBhx9+iD179kCSJI8aIknk6W4bGyUUHXKKqrHpcCEm1Tu7mYiI7Cs2W7DnVDE2HirEiRSz3cd1iPXDEzPj0TnB3+5jiIha2+jewfhoVSYqqq5ss7XZgA0HCxp0xRL9xilFh+PHj+PFF1+85uMkScJzzz3njBSIyAl6tdOjW6I/TqXWVrd/2GLE+H4hUKvY7UBEVF9VtQ25xdVINVbgXHoZjiebcOZyGWxXGePt76PCvZNiMG1IGF9bicjl+PuoMapXsLDNdt2BAswZHQkVX7OoEU7bXmHvUAyNRgMfHx/07t0bzz77LGbMmOGsFIjIwSRJwm1jo/C3z5NrYpn5Vdh+rAhj+oQomBkRUeuxWmWk51UiOascabmVKCitRpHJgsJSC0wVVlRbbKi2yKiy2GCuaPrAXX8fFaYPDcfM4REINii2A5aI6JqmDAwVig7ZBVU4esmEvh0CrrKKvJVTfqI98sgj6NGjB/bt24dNmzZh7969sFgskCQJbdu2xRNPPIFHH30UWi33/RC5mwGdAtAh1g8XMstrYt9vycGoXsGsbhORR6qy2HA6tQyHzpfiyMVSJGdXNHqUZXMF6TWYOTwcNw4Jh8FP7bDnJSJyli4J/kiM8kWqsaImtnpvPosO1ChJtteS4EBFRUVYvHgx/vvf/+LYsWOQJAk9e/bEihUrkJiY6Ozf3q058nxUIkfZebIYL3+dIsReuCsJw7oHKZMQEZGDVVXbsPdMCTYfKcThC6aavcuO4qOV0K9jAMb3DcGgLoEcEklEbmfFrlx8+EvtSYRqFfDl/G4IDeAHy57AkdehrVJ0qOvrr7/G73//exQXF6N9+/Y4dOgQAgJYEbOHRQdyRTabjMffOydUtzvG+eHd33Xk2fFE5NbOZ5Rh9d58bD9edF1bI64lUK9GUpQvurbRo3uSHj3bGuCrY6GBiNyXqdyKuxacRGV17eXkvMnRmDuGAyU9gSOvQ5u9veL111/H008/DY3m+p7irrvuQqdOnTBixAhcunQJb775Jv7xj380Nw0iUoBKJWHumEi89sPlmtj5jHIcPFeKAZ0DFcyMiOj62Wwy9p0twbLtuTiebP80ifrCArVoG+2LqBAdQgwahARoEeCvhk6jgk4rQauWEOCvQVigltsmiMjjGPyuDJTccLCwJrZ2XwFuHcWBkiRqdqeDSqVC586d8fbbb2PKlCnXvX7mzJn4+eef0a1bN5w4caI5KXiFuhUmo9HYoMLEzgdSitUq4+G3zyAzv6om1i3RH2880oHdDkTkFmw2GdtPFOGbjUak5VZe9bGSdOUIy34dA9C7vQHtYvwQpOewRyLybqcvm/GHDy4IsZfva4v+nfghlLsxm80N7kdFXelaUazTAQDOnTuHadOmYciQIfjb3/6GyZMnN3ltUNCVvd+XLl1qSQpe5be/9LpaeXcMUQ21WsKcMZF4Z2l6TexUahmOXTKjd3uDgpkREV3b4Qul+GxNljAUtzG92ukxrm8IhnQNYpGBiKieLgn+aBvti+TsOgMl9xWw6OCGfvug2xmavZlwxIgRkGUZsixjz549mDp1Krp27Yo33ngDly9fvupao9GI1atXAwB8fX2bmwIRKWxcnxBEBovDgr75NVuhbIiIri0jrxJ//ewS/vLpJbsFh9AADe6ZGI0vnuuKVx/qgMkDwlhwICJqhCRJmDooTIjtOV2M/JJqhTIiV9SiQZKffPIJ5s+fj4KCK2e01m2pbteuHYYPH47u3bsjISEBQUFBKC8vx5EjR/Dpp58iKysLkiShf//+2LdvX8v/JB6K2yvI1a3ck4f3V2QIsVcfao9e7djtQESuo8piw49bc/DDlhy7x10mRfti9ogIjOkdzNMkiIiayFxhxZ2vnEJlde3w3XsmRuP2cRwo6U6cub2ixadXFBQUYMGCBfjvf/+L8nLxEwN7+7p/+y0lScKbb76J//u//2tJCh6Np1eQq6uy2PDAG2eQV1xb0e7ZVo/XHu6gYFZERLVOJJvw7k/pSLcztyE+wgfzJsdgWLdAzqQhImqGd5amYd2Bgpr7EUFaLHq2K9QcKOm2HHkd2uIyfmhoKF5//XVcvHgR8+fPF+YO/Lb94rdf1zd27Fg8+eSTLU2BiBSk06gwd0ykEDuebMaxSyaFMiIiuqLaYsOitVl49uOLjRYcQgM0eGp2PD58qjOGdw9iwYGIqJluqLfFIre4GgfPlSqUDbkah/UORkdH45VXXkFaWhrWrFmDP/zhDxgyZAhCQ0MbFB569uyJN998E+vWrYNKxfZFInc3aUAowoM424GIXEdaTgX+8MEFLN6ag/qfe6gkYNbwcHz8xy6YMjAMajWLDURELdEp3g/tY/2E2Op9+QplQ66mxdsrmqKkpASlpaWw2WyIjo6GVqu99iICwO0V5D5W7s7D+z9ztgMRKW/DwQK8vyIdldUN3+J0ivfD72fFo0OsvwKZERF5rtX78vHvn2pPNVNJwOfPdkVEsE7BrKi5XGp7RVMEBgYiLi4OCQkJLDgQeahJA0MRFij+//72V6NC2RCRN6qy2PDvn9Lx1pK0BgUHjVrC/VNi8NZjHVlwICJygjG9g+Gnq728tMkQ5jyQ9+LeBiJyCJ1GhdvqzXY4esnE2Q5E1Cpyi6rw7MKLjbbzton0wTuPd8StoyM51IyIyEn8fdQY2ydEiK3dXwCr1emN9eTiWHQgIodhtwMRKeF0qhm//895nE0va/C16UPC8N4TnRrsNSYiIse7YXCocD+/pBr7z5YolA25ChYdiMhhGjvJ4uglE44ns9uBiJxj27EiPPfJRRSbLULcR6vCs3Pb4PGb4uGj5dsdIqLW0CHWH53iOVCSRPwpTEQONXlAw26Hb9jtQEQOJssyfthixILvUlFtEVt3Y8N0ePvxDg3afImIyPmm1js+88C5UhgLqxTKhlwBiw5E5FA6bSPdDhdNOMFuByJyEKtNxr+Xp+PzdQ2P5u3fMQDv/q4T2kZzOwURkRJG9w6Gv0/tZaYsA+v2s9vBm7HoQEQOd6XbQSPE2O1ARI5QbbHh1e9TsWZfw4noUweF4cV728Lgp1YgMyIiAgBfnRrj+tYbKHmgANUWm0IZkdJYdCAih9NpVZgzOkqIHWG3AxG1UEWVFS9+mYLtx4uFuCQBD06NwRMz46BW83QKIiKlTR0sbrEoLLVg16liO48mT8eiAxE5xZSB7HYgIscxlVvx/GeXcPB8qRDXqCX85Y5E3DwyEpLEggMRkStoG+2H7kl6IbZyN7dYeCsWHYjIKex2O6Sw24GIrs+VgsNFnEoVj8T01anw0ry2GNEjWJnEiIjIrhuHiN0OJ1LMSM4uVygbUhKLDkTkNI11O3zLbgciug6/FRzOpYtvVA1+aix4oB36dghQKDMiIrqa4d2DEGIQ3wey28E7sehARE6j06pw62jxJIvDF9jtQERNY6/gEBKgwesPt0eXNno7K4mISGlajQpT6h2fuelIIcwVVoUyIqWw6EBETnXDwDCEBohV7q83stuBiK7OXGHFXz+71KDgEBqgwWsPtUcSj8QkInJ5UweFQVXnirOiyoaNBxuePkSejUUHInIqnVaFOWPEboejF004epHdDkTUuMpqG178Mhln08UZDqEBGrz6UHvER/gqlBkREV2P8CAthnYLEmIr9+ZDlmWFMiIlsOhARE53w8AwhAVqhdiXG7L4A4eIGrBYZbzyTQqOJ5uFOAsORETuafqQcOF+em4ljvDDJ6/CogMROZ1Oq8Id48STLE6lluHguVI7K4jIG1ltMt5YfBn7zoqvDUF6FhyIiNxVr3Z6tIn0EWK/7M5TKBtSAosORNQqJvYPQXSIToh9uSGb3Q5EBACQZRkf/pKBrceKhLjeV4X/d387FhyIiNyUJEm4sV63w97TJcgpqlIoI2ptLDoQUavQalS4Y7zY7XA+oxy7T5UolBERuZIl23Kxco94lJqPVoWX5rVD+1gOjSQicmfj+obAT1d76WmTgdV7eXymt2DRgYhazbg+IYiPENvrvtqQDZuN3Q5E3mzLkUJ8tjZLiGnUEv52dxK6JfJYTCIid6f3VWN8vxAhtnZ/AaosNoUyotbEooMbMZvNDW5E7kStlnDXBLHbIcVYgW312qmJyHscu2TCm0vSGsT/NCcB/ToGKJARERE5Q/0tFsVmC3YcL1YoG6rPmdeaLDq4kaioKBgMBuFG5G5G9ghGUrS4N/vrjdmwWtntQORtUo0V+OdXKbDU+///wA0xGN0rxM4qIiJyR4lRvujVTuxe40BJ11H/OjMqKurai5qIRQcialUqlYR7JkYLsYz8Kvx6uFChjIhICQUl1fjb55dgqrAK8elDw3DzyAiFsiIiImeq3+1wJq0MFzLKFMqGWguLDm7EaDTCZDIJNyJ3NKRrIDrGiYPhvvk1G9Xc10fkFSqqrPj7F8nIKaoW4kO7BeKRG+MgSZJCmRERkTMN7RaEsECNEPtlDwdKuoL615lGo9Fhz82igxvR6/UNbkTuSJIk3DtJ7HbIKarGugMFCmVERK1FlmW8+WMaLmSWC/HOCf54dm4i1CoWHIiIPJVGLWHqILHbYcuRQpSWWRTKiH7jzGtNFh2ISBH9Ogage5L4YvbdJiMqqtjtQOTJvtuUgx0nxMFhMaE6/OOetvDV8W0JEZGnmzIoFBp1bYG5yiLzgycPx5/uRKQISWo426Gg1MKBQkQebOfJYny1MVuI6X1VeGleWwQbNHZWERGRJwkN0GJ49yAh9svuPA4V92AsOhCRYnq1M6BvB/EUlsVbclBazhY7Ik+TnFWONxZfFmIqCfjz7YmIj/C1s4qIiDzRjGHiFoucomrsOc3jMz0Viw5EpKh5k2OE+6YKK5Zuy1UoGyJyhmKzBS9+ldJg+9SDU2PRv1OgQlkREZFSurbxbzBUfPkudrt6KhYdiEhRneL9MbKn2GK3fGcu8kuq7awgIndiscr4f9+kwFhYJcQn9g/BzOHhdlYREZEnkyQJM4eLxyOfSDbjYr0hw+QZWHQgIsXdMzEGqjqvRpXVMr7d5LhjeohIOR+vysTxZLMQ69rGH0/MjOfRmEREXmxkzyCEBIjzfFbsYrerJ2LRgYgUFx/hg8kDQoXY2v35yMirVCgjInKELUcK8XO94bDhQVr89a4k6DR8C0JE5M20GhWmDQ4TYpuPFKHIxG5XT8Of+ETkEu4YFw2dpvZTT5sN+GpD9lVWEJErSzVW4J1l6UJMp5Hwt7uTEBqgVSgrIiJyJVMHhQnHZ1qsMlbtzVcwI3IGFh2IyCWEB2kbTDLeeqwIFzLLFMqIiJrLXGHFP79OQWW1ODjyiZnx6Bjnr1BWRETkakICtBjbJ1iIrdqbj2qLrfEF5JZYdCAilzFndCT0vuLL0hfr2O1A5E5kWcbbS9MabI+aMjAUE/uH2llFRETe6qZh4kDJwlILth/n8ZmehEUHInIZAf4a3Do6UogdOFeKY5dMCmVERNdr2Y5c7DwhvlnsGOeHx6bHKZQRERG5svaxfujRVi/Elu/MhSzLCmVEjsaiAxG5lJuGhTeYZPzZ2iz+4CFyA8eTTfhsbZYQM/ip8fydSdBp+ZaDiIgaN7PeFtvzGeU4fZlbbD0F3wEQkUvx1alxx7goIXY2rQw7T7LNjsiVFZmqseC7VNjqbMOVJODZuW0QFaJTLjEiInJ5Q7oFITJYHDL80w4en+kpWHQgIpczZWAYYkLFi5RFa7M4VIjIRdlsMl5ffBmFpRYhfse4KAzsHKhQVkRE5C7UKgnTh4rdDrtOFiO7gMenewIWHYjI5WjUEuZNjhFimflVWL2PRygRuaIl23Jw6Lw4e6VfRwNur9e1REREZM+UgWHw09VentpkYPnOPAUzIkdh0YGIXNLInkHonCAerfftr0aYK6wKZUREjTmZYsYXG8RTZsICNXhmTiLUKsnOKiIiIpHBT40pA8VTjtYdKEBpucXOCnIXLDoQkUuSJAkPThW7HUrKrFi8JUehjIiovhKzBa9+L85xUEnAs3MTEWzQ2F9IRETUiJuGR0BV5wq1osqGNfsKlEuIHIJFByJyWT2SDBjaTdwPvnxnLnKLqhTKiIh+I8sy3lqahtziaiF+x7go9GpnUCgrIiJyZ1EhOozoESzEft6Vy7lebo5FByJyafdPiREq3lUWGV+sz7a/gIhaxfKdedh7ukSI9Wqnx22c40BERC0we0SEcD+/xIKtx4qUSYYcgkUHInJp8RG+mDooTIhtOlKIi5nlCmVEROczyvDZ2iwhFqTX4Nm5nONAREQt0znBHz2S9EJs2fZcyLKsUEbUUiw6EJHLu3N8FPx8al+uZBn4dE2mghkRea/ySite/S4VFqv45u9PtyYgLFBrZxUREVHTzR4pdjskZ1fgyEWTnUeTq2PRwY2YzeYGNyJvEGzQYs7oSCF2+IIJB8+V2FlBRM7y0apMZOSLc1VuGRWBAZ0D7awgIiK6PoO7BCIuTCfElm3PVSgb7+DMa00WHdxIVFQUDAaDcCPyFjOHRzT4FPWTNVmw2thqR9Radpwowtr94hTxzvH+uHdSjJ0VRERE10+lkjCrXrfDgXOlSDVWKJSR56t/nRkV5bgZTSw6EJFb8NWpcO+kaCGWkl2BjQd5jBJRa8gtrsK7y9KFmK9OhWfntoFGzTkORETkWOP7hiLQXy3Elm7n0enuiEUHN2I0GmEymYQbkTcZ1zcEbaN9hdgX67NhrrAqlBGRd7DZZLy5OA2mcvH/2mPT4xAb7qNQVkRE5Ml8dSpMGxIuxDYfKUJuMY9Od4b615lGo9Fhz82igxvR6/UNbkTeRK2S8NC0WCFWaLLghy2Oe1EkooaWbs/F0UtioXtkzyBM7B+iUEZEROQNZgwNg05T201nscpYviNPwYw8lzOvNVl0ICK30rdDAAZ3FQfW/bQjD5n5lQplROTZzmeU4Yv14vGY4UFa/H5WPCSJ2yqIiMh5gg1aTBoQKsTW7MtHaZlFoYyoOVh0ICK38+ANscIecotVxqdrsq6ygoiao6LKile/vwyrrTYmScAzc9ogwE+jXGJEROQ1bh4ZAVWdq9byKhtW7slXLiG6biw6EJHbiY/wwYyh4h6/XSeLcZTnNxM51MKVmcjIE7uI5oyORK92PD2JiIhaR3SoD0b1DBZiy3floqLK1vgCcjksOhCRW7p9XBQC9eJE449WZfAITSIH2XmyuMHxmB3j/HDXhGg7K4iIiJxjzuhI4X6J2Yr1B3iCmbtg0YGI3JLBT417JooXP5eyKrCOP4CIWqygtBrvLUsTYr46FZ67LZHHYxIRUatrG+OHAZ0ChNjS7TmwWPlhkztg0YGI3NaUAWFIqneE5pc8QpOoRWRZxrvL0lFSJv4/enR6LOJ4PCYRESlkzhix2yGnqBrbjhUpkwxdFxYdiMhtqdUSHrlRPEKz2GzBt5t4hCZRc60/UIB9Z0qE2LDuQZjUP9TOCiIiIufrkaRH1zb+QuzHrTmQZXY7uDoWHYjIrfVpH4Ch3cQjNH/elddg+B0RXVtWQSUWrswUYsEGDX4/k8djEhGRsiRJajDbIcVYgf1nSxXKiJqKRQcicnuNHaH50coMBTMicj9Wm4y3fkxDeb1p4E/NjkewgcdjEhGR8gZ1CUSbSHGr3w9bjOx2cHEsOhCR24sN98HM4eIRmvvOlmLP6WKFMiJyPz/tyMWJFLMQmzwgFEO6BimUERERkUilknDLKLHb4VRqGY5e4rHproxFByLyCLeNjUJIvU9jF/6SicpqnuFMdC3J2eX4Yn22EIsK0eGhabF2VhARESljbJ8QRAZrhdh3nOfl0lh0cIDTp0/jvffew5w5c9CtWzcEBQVBq9UiPDwcAwYMwFNPPYXDhw8rnSaRR9P7qvHADTFCLLuwCj9uzVEoIyL3UGWx4Y3Fl4VjxyQJ+OOtCdD7qhXMjIiIqCGNWmpwksWxS2acSGG3g6ti0aEFNmzYgB49eqBbt2546qmn8OOPP+L06dMoKSmBxWJBfn4+Dh48iPfeew/9+vXDnDlzUFBQoHTaRB5rXN8QdE/SC7HFW3OQVcChkkT2fPurEZeyKoTY7BER6NnWoFBGREREVzexfyjCAtnt4C5YdGiBgwcP4uTJkzX3JUlC7969ceutt+Lhhx/GrFmzEBERUfP1H3/8EaNGjUJ+fr4S6RJ5PEmS8LsZcVDVeWWrtsgNpvET0RWnUs0NuoGSonxxz8RohTIiIiK6Np1GhVtHRwixQ+dNOHPZbGcFKYlFBwfo06cP3n//feTm5uLIkSNYvHgxFi5ciGXLliE9PR0LFiyAWn2lRfXkyZN4/PHHFc6YyHO1jfHD9CHiUMm9p0uw93SJQhkRuabySiveWHwZtjoDvzVqCX+a0wY6Ld8eEBGRa5syMKzBPC92O7gmvqtogU6dOuGnn37C4cOH8fjjjyMsLKzBY3Q6HebPn4/XX3+9JrZ48WKcOXOmNVMl8ip3TYhu8EPow18yOFSSqI5PVmchq6BKiN01IQrtY/0UyoiIiKjpfLSqBidZ7DtbigsZZQplRPaw6NACs2fPxsyZM5v02CeffBKxsbVTwFevXu2krIjI4KfG/Y0MlVzCoZJEAIB9Z0qwep+41a9bon+DN29ERESubOrgUATqxaHH323m+z1Xw6JDK1Gr1Rg8eHDN/ZSUFOWSIfIC4+0MlczmUEnyciVmC95ZlibEfHUq/PGWNlCrJIWyIiIiun6+OjVuHiHOdth1shjJWeUKZUSNYdGhFUlS7Zs5q9WqYCZEnk+SJDw+Iw51r6GqLDI+XJkJWZbtLyTyYLIs4z8r0lFYahHiD02NRWy4j0JZERERNd+NQ8Nh8Kvf7cDZDq6ERYdWdPz48ZpfJyQkKJgJkXdoF+OHGxsZKrnrZLFCGREpa8vRImw/Lv77H9ApADcMClUoIyIiopbx91Fj1nCx22H7cXY7uBIWHVrJrl27cP78+Zr7EyZMUDAbIu9x98RoBNcbKvnBLxkwV7DbiLxLbnEV/rsiQ4gF+Knx9M0JQiceERGRu5kxLBx6X/HS9quN2QplQ/Wx6NAKbDYbnn766Zr7gwcPxoABA677ecxm83XdiOjKUMlHpsUKsfwSC75Yl6VQRkStz2aT8faSNJjqFdt+PyseoYFahbIiIiJyDIOfGrNHiMOQd58qwXmeZNGAEteTmms/hFrqn//8J/bt2wcAUKlUeOONN5r1PFFRUdf1eO5bJ7pidO9gbDxUiIPnS2tiK/fmY2zfEHRto7/KSiLPsHJPPg5fMAmxMb2DMbJnsDIJEREROdhNw8OxYlcuSspqC+xfrs/GP+9rp2BWrsdgMLT678lOByf75Zdf8OKLL9bcf+aZZzBixAgFMyLyPpIk4YmZcfDR1raQyzLw3rJ0WKwszpFnS8+twGdrM4VYWKAWj98Up1BGREREjqf3VTc4+vnAuVKcSmUHuNIk2QM/Dv/www/xzjvvOPQ5FyxYgFmzZl3Xmv3792Ps2LE1rSnjx4/HmjVroNU2vZXVbDbXVKOMRiP0+qZ/Kns9jyXyBj9uzcFna8VtFfdNjsacMdfXRUTkLqxWGX/88ALOpovtpf/v/nbo1zFAoayIiIico6LKivtfP4NCU+0pTb3bG/CvB9srmJVraeq2CbPZXNNpbzKZWnRt6ZHbK/Ly8nD27FmHPmdx8fVNuz916hRuuOGGmr/UgQMHYvny5ddVcKhPr9ezkEDUArNGRGDzkUIkZ1fUxL751YgRPYMRG8bjAsnzfL/F2KDgMH1oGAsORETkkXx1aswZE4mFK2s7/I5eNOHoRRN6t2/9bQWuSInrSW6vcILk5GRMnDgR+fn5AIBu3bphzZo1iuyfIaJaGrWEp2YnoO6g/iqLjP8sT+cMFPI459LL8O0m8ZzyuHAf3D8l1s4KIiIi9zd1UBjC6g1J/nJDFt/rKcgjiw5//etfIcuyQ2/z5s1r0u+dkZGB8ePHIzPzSnWtffv22LBhA8LCwpz4Jyaipuqc4I/pQ8KF2OELJmw+UqRMQkROUFltwxuLL8Nmq42pVMAzc9rAV+eRP/qJiIgAADqtCrePE2c7nEotw8FzpXZWkLPxnYcD5eTkYPz48UhOTgYAxMfHY+PGjYiN5adKRK7knknRDSrgH63KRLHZYmcFkXtZtDYLabmVQuy2MVHonOCvUEZEREStZ1L/UESF6ITYlxuy2e2gEBYdHCQ/Px8TJkyomSURGRmJjRs3IikpSdnEiKgBva8aj88QJ/cXmy348JcMhTIicpzDF0qxYleeEOsY54fbx3FgKhEReQetRoU76v3cO59Rju3Hr29OHzkGiw4OUFJSgilTpuD48eMAgJCQEGzYsAGdO3dWODMismdY9yAM6x4kxLYcLcLOk/xhRO7LVG7FW0vShJhOI+GZOW2gUUt2VhEREXme8X1DEBcuDgr/fF0Wqi02OyvIWVh0aKGysjJMmzYNBw4cAAAEBARg7dq16NWrl8KZEdG1/G5GHAx+aiH2/vJ0lHCbBbmp//6cjrziaiF2/5QYJET6KpQRERGRMtRqCfMmRwuxrIIqrNlXoFBG3otFhxaorKzEzJkzsWPHDgCAn58fVq5ciUGDBimcGRE1RWigFo9NF7dZFJos+IDbLMgNbT9e1GAgap/2BkwfGt74AiIiIg83vHsQutSbZ/TtJiPKKq0KZeSdNEon4M5eeOEFbNiwoeZ+165dsXjxYixevPiaazt27IinnnrKmekRUROM7ROMbceLsPd0SU1sy9EijOwZ3GD7BZGrKiipxr9/Shdiel8V/nBLAlQqbqsgIiLvJEkSHrghBs98dLEmVmy2YOm2XNw9MfoqK8mRWHRogZycHOH+oUOHcOjQoSatHT16NIsORC5AkiT8fmY8Tiafhamitur9n+Xp6NlWjwB/vkySa5NlGW8vTUNpufipzeMz4hERrLOzioiIyDv0aGvA4K6BwgdMy3bkYtqQMIQGaK+ykhyF2yuIyOuFBWrxyHTxaNtCkwUf/pKpUEZETbdmXwEO1Dt7fGTPIIztE6xMQkRERC7mvskxqNv4V1Flwze/GpVLyMuw6NACn3/+OWRZbtZty5YtSqdPRHWM7xuCQZ0DhNimI4XYc4qnWZDrysyrxEerxOJYSIAGT9wUD0nitgoiIiIASIzyxYT+oUJs7f58pOdWKJSRd2HRgYgIV7ZZPDk7AQZf8TSL95ano7SMp1mQ67FaZbzx42VUVotHfz19cwIC9dwWREREVNddE6Kg09QW5G024PN12Qpm5D1YdCAi+p+wQC0evrHeNotSC/6zPB2yLCuUFVHjftyWg9OXy4TY1EFhGNg5UKGMiIiIXFdEkA4zh0cIsZ0ni3Ei2aRQRt6DRQciojom9AvBwHrbLLYdL8avhwsVyoiooQuZZfh6o/jpTEyoDg9OjVEoIyIiItd36+hIBPiJXa0frsyE1cYPl5yJRQciojokScKTsxIa/ED6788ZyC6oVCgrolqV1Ta8/sNlWOvsqlBJwDNz2sDPR21/IRERkZcz+Klx54QoIXYxsxwbDxYolJF3YNGBiKie8CAtfj8rXoiVV9rw+uLLsFpZCSdlfbo6E5dzxALYraMj0TVRr1BGRERE7mPa4HC0ifQRYp+vz4a5wmpnBbUUiw5ERI0Y2TMYE/uHCLFTqWVYvC1HoYyIgL2nS/DLnnwh1j7WD3eOj7KzgoiIiOrSqCU8PC1OiBWZLPh+M4/QdBYWHYiI7Hh0ehyiQ3VC7JuN2TibVmZnBZHzFJRW4+2laULMRyvh2bltoNXwxzkREVFT9e8UgMFdxcHLy3fmISOPW2mdge9SiIjs8PdR49k5baCqPV0JVhvw+g+pKK9kCx61HptNxttL0lBsFo9vfWhaLNpE+iqUFRERkft6aGosNOraN3kWq4xPVmcqmJHnYtGBiOgquibqcdtYsXU9I78KH/OHErWin3fn4cC5UiE2tFsgpg4KUygjIiIi9xYX7oObhoULsT2nS3DofKmdFdRcLDoQEV3DHeOi0DnBX4it2VeA3aeKFcqIvElyVjk+XZMlxEIDNHhqdgIkSbKzioiIiK7l9nFRCDZohNjClRkcHO5gLDq4EbPZ3OBGRM6nVkt4dk4b+OrEl8y3lqTBWFilUFbkDSqrbXj1h8uw1Hvz88db2yBIr7GzioiIiJpC76vGvZOihdjlnEqs2JWnUEbKcea1JosObiQqKgoGg0G4EVHriA33waPTY4WYqdyKBd+motpiUygr8nSfrslEqrFCiM0eEYF+HQMUyoiIiMizTOwfivaxfkLsq43ZyC3yrg+W6l9nRkU57mQsFh2IiJpoUv9QjOoZJMTOppfhs7VZdlYQNd++MyX4Zbd4PGa7GF/cOznazgoiIiK6XmqVhN/NEI/QrKiyYeFKzu9yFBYd3IjRaITJZBJuRNR6JEnCk7MTEBcmHqO5fGcedp7kfAdynILSary1pOHxmM/dlggdj8ckIiJyqK6JekwZGCrEdp4sxt7TJQpl1PrqX2cajUaHPTffubgRvV7f4EZErUvvq8af70iCViMO8Ht7yWVkFfBsZ2o5q03Gaz9c5vGYRERErej+KTEI1KuF2Ae/ZKCiyju20TrzWpNFByKi69Q+1g+PThfb8MwVNiz4NhVVnO9ALbR4Sw6OXhQ72QZ35fGYREREzhTgr8GDN4jzu4yFVfh+s+M+8fdWLDoQETXDDQNDMaZ3sBA7n1GOT1Zz/x813/FkE77emC3EwoO0+MPNPB6TiIjI2Sb0C0HPtuIn/Eu25TQY6kzXh0UHIqJmkCQJT86KR3yEjxD/ZXc+th8vUiYpcmvFZgte/T4VtjqnY6ok4Lm5bRDI4zGJiIicTpIk/O6meKjrXCVbbcB/VqRDlmX7C+mqWHQgImomPx81/nJHIny09ec7pLEiTtfFZpPx1o+XkV8iznG4a2I0erTl8chEREStJTHKF7eMihRiJ5LNWLu/QKGM3B+LDkRELdA22g+P1TtmqbzKhhe/TEZpmcXOKiLRTztzse9sqRDr28GAOaMj7awgIiIiZ7ltbBSiQsTTyj5enYncoiqFMnJvLDoQEbXQpP6hmNg/RIhlFVRhwXepsFrZikdXd+ayGYvWZgmxEIMGf5rTBmoV5zgQERG1Nl+dCr+7qd6HSpU2vPcTt1k0B4sOREQtJEkSnrgpHp3j/YX44QsmfFbvYpKormKzBa98mwprnUNPJAl4Zm4bhAZolUuMiIjIyw3sHNjgQ6UD50qx4WChQhm5LxYdiIgcQKdV4a93JSEkQBz4t2xHLjYe4h5Aashqk/Hq96nILa4W4nPHRKJvhwCFsiIiIqLfPDQtFmGB4nu7j1ZlIK/ez266OhYdiIgcJDxIixfuTIJGLbbEv/dTOs6mlSmUFbmqbzZm4/AFkxDr2VaPu8ZHK5QRERER1RXgp8HvZyYIMXOFDf/+KY3bLK4Diw5ERA7UNVGPJ2aKewCrLTL++XUyCkpYFacr9p0pwXebc4RYaIAG829PhFrNOQ5ERESuYnDXQIzvK26z2He2FL8e5jaLpmLRgYjIwSYPCMOMoeFCLL/Egpe/SUFVtc3OKvIW2QWVeP2Hy0JMrQL+fEci5zgQERG5oEdujG2whXbhL5nI5wdKTcKiAxGREzw0LRa92xmE2OnLZXh98WXYbGzH81aV1Ta8/E0qTBVWIf7ADbHokWSws4qIiIiUFOCvwe9nxgsxU4UVb/7I93VNwaIDEZETaNQS/nxHIiKDxU+ud5woxierMxXKipQkyzL++3MGLmaWC/FRPYMwc3i4nVVERETkCoZ2C8KY3sFC7PAFE5btyFUmITfCogMRkZME6TX4x71t4e8jvtT+tDMPy3fyB5S3+WV3PtYfEE8ySYjwwVM3J0CSOMeBiIjI1T0+Iw5hgeIHSl+sz8b5DA4MvxoWHYiInKhttB/+elcS1PVebT9alYkdJ4oUyYla3+ELpVi4KkOI+equHLPq76NWKCsiIiK6HgH+Gjwzpw3qflZgscp49btUlFda7S/0ciw6EBE5Wd8OAXj6ZvG4JVkGXvvhMk6mmBXKilpLZn4lXvk2FbZ6M0T/cEsC2kT6KpMUERERNUvv9gbMGR0pxDLyq7BwJbfP2sOiAxFRKxjfLxT3TIoWYtUWGS9+mYz03AqFsiJnM1dY8eKXyTCVi59+3D4uCiN7BiuTFBEREbXIXROi0SneT4itO1CA7ceLlEnIxbHoQETUSm4bE4kpA0OFWGm5FS8sSkYBj1zyODabjNcXX8blnEohPrRbIO4aH6VQVkRERNRSGrWE5+Ymwk8nXk6/tywdOUVVCmXlulh0ICJqJZIk4Ymb4jGwc4AQzy6swp8/vYgik0WhzMgZvtyQjb2nS4RYUrQvnpnTBioVB0cSERG5s9hwHzx+U5wQM1VY8f++SUFVtc3OKu/EogMRUStSqyX8+fZEdIwTW/Iu51Ti+c8uorSchQdPsOlwIX7YkiPEAv3V+PvdSfDj4EgiIiKPML5vSINjNM+ll+ODXzIaX+ClWHQgImplfj5qvHhvW8SG6YT4pawKvPBZMswVnH7szo5cLMXbS9OEmFoFPH9nEqJDfRTKioiIiBxNkiQ8MTO+wXu6tfsLsG5/vkJZuR4WHYiIFBASoMWCB9sjMlg86/lsehn+8UUyKqrYlueOkrPL8c+vUmCxykL80Rvj0KudQaGsiIiIyFn0vmr89a4k+GjFS+v3f87AufQyhbJyLSw6uBGz2dzgRkTuKzJYhwUPtkdYoEaIn0gx46Wvkrkf0M3kFVfjb58no6xS/HubOTwcNw4NVygrIiIicra20X74v9nxQqzaIuP/fZOCYrN7bJ115rWmJMuyfO2HkVLMZjMMBvufjvGvj8j9peVU4JmPLjb4oTSocwD+elcStBrWh12ducKKZxZeQHK2ePzp8B5B+MvtiRwcSURE5AUWrszA8p15QqxPewNevq8d1GrXfi8gSfbzM5lM0Ov1zX5uvpMlIlJYQqQvFjzQDgF+4oDBfWdL8cq3qaiysOPBlVmsVz7JqF9w6Jboz5MqiIiIvMgDN8SiR1vx4vzIRRM+WZOpUEaugUUHN2I0GmEymYQbEXmGtjF+ePn+dvD3EV+W95wuwUtfpnDGg4uy2WS8szQNhy+Ir8dxYTr87e62DfZ3EhERkefS/O+UsvpbZ5fvzMOKXbkKZdU09a8zjUajw56b74bciF6vb3AjIs/RKd4f/7yvHXx14kvzwfOl+PsXl1BeyVMtXIksy1i4MhO/Hi4U4kF6DV66rx2C9Bo7K4mIiMhThQZo8fwdSdDU206xcGUmdp8qViira3PmtSaLDkRELqRboh7/vK8t/Op1PBy7ZMafP7nkNsOIvMFXG434ebe4b9NHK/3vOFQejUlEROStuibqGwyWlGXg1e9TcTbN+060YNGBiMjF9EgyYMED7WHwFWc8nE0vwzMLLyCnqEqhzOg3S7fn4LtNYtuhWgX85Y4kdE7wVygrIiIichXj+4Xi7gnRQqyyWsY/vkxGdkGlQlkpg0UHIiIX1DnBH/96qD0C9WLhIS23En/88AJSjRV2VpKzrdydh09WZwkxSQKemdsGg7oEKpQVERERuZrbx0ViYv8QIVZksuBvnyejtMx7uldZdCAiclHtY/3wxsMdEBGkFeJ5xdX404cXcPQih8m2tl925+H9nzMaxH8/Mx6je4U0soKIiIi8lSRJeHJWAvp2MAjxtNxK/O3zZJgrvGNeF4sOREQuLCHSF28+2gEJkeKMAFOFFX9ddAkbDhYolJn3+WV3Hv7bSMHhwakxuGFQmAIZERERkavTqCU8f2cSkqJ9hfiZtDL8/YtkrxgUzqIDEZGLiwjW4Y2HO6BLvVkBFquMt5ak4cv1WbDZZIWy8w72Cg53T4jGzSMjFciIiIiI3IXeV42X7m3b4CjNkylm/OPLZI8/Gp1FByIiNxCo12DBg+0xtFvDmQHfbc7By9+koMwLKuWtTZZlfL/ZaLfgcMf4KAWyIiIiIncTEazDKw+0R7BBLDwcu2TGS18lo6racwsPLDoQEbkJX50Kz9+ZhNkjIhp8bfepEvzhgwvIzPeuacjOJMsyPl2ThS/WZzf4GgsOREREdL3aRPpiwQPtEOgvDgo/fMGEl79JQZXFMwsPLDoQEbkRtUrCQ9Ni8bsZcVDVewVPNVbgqf+cx55Txcok50GsNhnvLkvH0u25Db52z0QWHIiIiKh5kqL98MoD7WHwEwsP+8+W4uWvUzxyqwWLDkREbujGoeF4+b52CKj3A8tUYcWLX6Xg0zWZsFg556E5yiut+OfXKVh3oOGQzkdujMXt41hwICIiouZrH+uH/3d/O/j7iJfj+8+W4oVFlzzuVAsWHYiI3FTfDgF494mOSIrybfC1Jdty8dzHF2AsrFIgM/eVX1KNZz66iL2nS4S4SgX88dYEzBzecGsLERER0fXqFO+Pl+9vBz+deEl+IsWM5z6+iILSaoUyczwWHYiI3FhMqA/eeqwDRvUKbvC1U6llePzds9h8pLD1E3NDl7LK8X//PY+LmeVCXKuR8Nc7kzChX6hCmREREZEn6tpGj/93fzsYfMXO1YuZ5Xj6v+eRaqxQKDPHkmRZZv+tCzObzTAYDAAAk8kEvV6vcEZE5IpkWcaqPflYuKrxbRVjegfj8RlxCPDXNLKath0rwttL0xrsozT4qfG3u5PQs61BocyIiIjI0yVnleP5zy6h0GQR4nrfK0PE+3YIaPWcHHkdyqKDi2PRgYiux7n0Miz4NhXZjWyrCDFo8LuZ8RjePUiBzFyT1Srjs7VZWLaj4cDI2DAdXry3HeIjfBTIjIiIiLxJZl4lnl90CdkF4ns4lQp4aGosbhoWDkmSWi0fFh28CIsORHS9zBVWfPBzBn493Pi2ilE9g/DIjXEIDdS2cmaupaC0Gv/6LhXHk80NvtY9SY8X7kpCkJ6dIURERNQ6ikzV+MeXKTibVtbga+P7huCJmfHw1bXOhAQWHbzI/2/vzqOjqu8+jn8m+8JkIwmEyCIoIoiKDeBWAy5sj6j4FA7hKaJpig/GilWKR9EKHI1aUyCKLA2ck4J7tYC1SKVSRaCAWFkERUSQNRACWSZ7JvP8kSe3pEkgy9y5mcn7dc4c5t65c+c7v5kzzHzyWwgdALTWZ7vPaeGq43I0MgNyWLCfJt/RVWOvj5W/v+dS8/Zi6zeFWvD+MRWWVDe4bURSjNLvTlRQANMeAQAAzyqvrFHmu0e0eW/DJdB7dgnRkyk91bORScTdjdChAyF0ANAWZwqr9Oqqo9q+v7jR23snhGjqfyXqmj4dY86C8kqnsv96Umu35ze4LcDfpofuStToIZ0tqAwAAKBWTY1Lb244pTc+OdXgtuBAmx68M1GjBseYOtyC0KEDIXQA0FYul0v/2FmgxX85LkdZ4+s+D70yQqmjEtQj3vzk3Cq7f3DolT8f1fH8hvNdxEUGatb/9NIV3cMsqAwAAKChLXsLlfnuEZX9x0TXkpTU167p93ZXbKQ5w2UJHToQQgcA7lLgqNLyj07q7/9qfK4HP7/a8YITh3dRt86+M3liYUm1lq090eTzvqF/hB4Z111RnZi/AQAAtC/H8sr1wls/6oeTDZfP7BTirwdGJWjU4Bj5+bm31wOhQwdC6ADA3b4+5NBra47rcBNrP9eFDxOS43VJnPf2fHA6XfrbjrPK+dtJFTfSwyMkyE//e2c3jUgyt3siAABAW1RW1Sh77Ql9uLXh8FBJuqJ7mNLvTtTlie7rsUno0IEQOgAwQ90P8pV/z1WBo+FkinWG9IvQf/80TgMvDfeaH+Yul0ub9xYq52+5On6motFj+nUP04wJPZQY6zs9OgAAgG/b/m2Rsv58VGeLG//uduu10bpvRFd1iQ5q82MROnQg57/Yp06davBiE0IAaIvSCqfe++y0/rzpjCqqGo4XrNOrS4hGDY7RrddFyx7aPochOGtc2vZNkd799LT2H2u41JRUu2rH/SMTNGZoZ/m7uRsiAACA2YpLq7X4L8f1j50Fjd4e4G/TyKQYjU+Ob1H4UFJS0mC7S5cukggdfN75oUNjePkAuEOBo1rvf35af/ln/gXDh6AAm67vH6lbro7S4L52BQVav6xkeWWNPvnqrFZ9ntfoJJF1fjowUg/emajOEeZMuAQAAOApX31frNfWHG+yV6e/n5R8dbTuujG2WRNlX6hHK6GDjyN0AOBJBY4qrdp0Rmu35ctR3vhKF3XCgv00+IoIDekXoZ/0tSsy3HM9IGpqXPr6cIk++eqcNu0pUGlF00HJ5YmhemBUggZdZvdYfQAAAGarrK7R6k15eufT0xf9LnTbddFKvjpKUZ0a/+MLoUMHxvAKAFYoq3Bq/ZfntHpznk6ebbr3QB2bTbqsW6gG9ArXVb3CdWWPcEXbA9w6D4SjzKldB4v1rwMOfbG/SHmFVRc8vlvnIE0ZkaCbr4p0+4zOAAAA7UWBo1pvbTiltdvzVe1s+ue9n5808NJOGnJFhJKusKt7XLDxXY3hFR0YE0kCsFJNjUu7fnBo3fZ8bdlXdMH/yP5TZHiAeieEqEd8iBI6BykhJlhxUYGKDAtQRHiAAvwbBgEul0sl5TUqcFQpr7BKh3PLdSi3TD+cLNehk2WqacbD904I0b03xyn5muhGHwMAAMAX5RVW6v2NeVr3Rb4qqi7+pSkizF9X9gzXZd1C1T0+WImxwYqNCFREWIDKykqZSLKjIHQA0F4UOKq1eW+BPttVoK8Pl6it/3sEB9rkZ7PJZpPxb3lVjaqqW35im036yeV23fvTOF3bp5PXrLQBAADgbgWOan28I19/3Zav0wUX7hnaGH8/KVAVWp0xVBKhg88jdADQHuUXVWnbN0Xavr9IO793XHDySTP16hqi2wZFK/maKMVFtn15KAAAAF/hdLr05YFi/WPnOf1zX2Gzej/Uqa4s09/n3SCJ0MHnEToAaO8qq2r0zZFSfX3Yob2HS/TtkVKVVZoTQgQG2HRVr3Bdd7ldSX3t6tU11JTHAQAA8CVlFU7963uHduwv0hf7i5VfdOEeEO4MHdrnYusAAK8RFOina/p00jV9agPSmhqXcs9W6uDJMh3KLdfJ/Arlnq1U7rlKFTiqm33e0GA/descrN4JIbq0a6j6dAvVFd3DFNwOlukEAADwJqHB/rppQKRuGhApl8ul0wVV2vdjib47Vqojp8t15HSF8ouq2jx8tjH0dGjn6OkAwJc4nS4Vl1WrsMSp8soa1bhccrlk/Bvgb1OMPVBRnQIIFwAAADzI6XTpnKNaBY4qnS0s1tABXSXR0wEA4EX8/W2K6hTY5BrRAAAAsIa/v02xkYGKjQxUSZT7+ibwZyQAAAAAAGAKQgcAAAAAAGAKQgcAAAAAAGAKQgcAAAAAAGAKQgcAAAAAAGAKQgeT3XvvvbLZbMZl2LBhLbp/SUlJo9cBwBeUlJQYn498xsEX8J6Gr+E9DXRM7vwdSuhgovfff1+rVq2yugwAAAAAACxB6GCSgoICPfzww1aXAQAAAACAZQgdTDJjxgzl5uYqMDBQP/vZz6wuBwAAAAAAjyN0MMGGDRu0fPlySdLMmTM1YMAAiysCAAAAAMDzCB3crKysTFOnTpUkXXbZZXr66actrggAAAAAAGsQOrjZs88+q4MHD0qSFi9erJCQEIsr6riYbbl1aLfWod3gabznWod2ax3arXVot9aj7VqHdmsd2s1chA5u9OWXX2revHmSpJ///Oe6/fbbLa4IAAAAAADrEDq4SXV1tdLS0uR0OhUTE2OEDwAAAAAAdFSEDm6SmZmpnTt3SpJefvllxcXFWVsQAAAAAAAWC7C6AF9w4MABzZkzR5KUnJysBx54wG3ndrlcxvW8vLwW3Tc8PNxtdXij88djMTar+Wi31qHdWod2az3arnXMbjdffV189XmZzRfazarn4AttZwXarXU6Urs19/md/9vz/N+krUHo0EYul0u//OUvVV5erqCgIC1ZskQ2m81t5y8tLTWuX3XVVW47b0fTpUsXq0vwSrRb69BurUO7tR5t1zpmt5uvvi6++rzM5gvtZtVz8IW2swLt1jq0W0Pn/yZtDYZXtFF2drY+++wzSdKTTz6pfv36ufX8Hb23AgAAAADAOm39TeqTPR2WLFmiBQsWuPWcL7zwgsaNG1dv34kTJzRz5kxJUt++ffXkk0+69TElKTY2VqdOnVJJSYnCwsJa1IuCwAIAAAAAUKe5wytcLpdKS0sVHh6u2NjYNj2mT4YOZ86c0f79+916zsLCwgb70tPTjf1Lly5VcHCwWx9Tkvz8/BQfH+/28wIAAAAAOhYr/jDN8IpWWrNmjVavXi1Juv/++zVs2DBL6wEAAAAAoL2xudo6FWUHNXv2bGPFiv79+8tutzd57LFjx3T8+HFJkt1uV//+/Y3bFi1apOuuu87cYgEAAAAAsIBPDq/wtH379jX72OLiYm3bts3YLioqMqMkAAAAAAAsx/AKAAAAAABgCoZXeMD5QzGSk5P16aefWlsQAAAAAAAeQE8HAAAAAABgCkKHdmLYsGGy2WxNXux2u3r06KHRo0crIyPDmJgSALzJxT7rLnTJycmxunxAUu2S2XXvy+7du7dofqaHH37YuG9iYmKjS3IDntLYZ/IHH3zQonPMmDGjwTlmz55tTsEATGPmdzRCBy/hcDh09OhRrVu3TrNmzdKll16quXPnitExAAB41osvvqgePXpIql2h6je/+U2z7rdp0yYtWrTI2F6yZIkiIyNNqRForT/+8Y/NPtbpdOrNN980sRoAvoDVK9qhwYMHa8iQIfX2FRYWateuXdqzZ48kqaqqSs8++6wKCgo0b948K8oEgDZp7LPuQq688koTqwGaz263a+nSpRo9erQkKTs7WykpKRo2bFiT9ykvL9cvfvEL448FKSkpGjt2rCfKBVrkww8/1Llz5xQdHX3RY9evX6+TJ096oCoAnuTu72iEDu3QmDFjmuyWtmXLFk2cOFFHjx6VJM2fP1+TJk1SUlKSBysEgLa70Gcd0N6NGjVKkydP1sqVK+VyuZSWlqbdu3crLCys0eN/+9vf6rvvvpMkxcbGKisry5PlAhfVv39/7du3T5WVlXr77bc1bdq0i95nxYoVDe4PwPu5+zsawys8YPbs2XK5XHK5XG1eueLGG2/UmjVrZLPZjH1/+MMf2lghAABoqQULFqhLly6SpIMHD+qZZ55p9LgdO3bU65X4yiuvKC4uziM1As2VkpKiwMBASfXDhKYUFRVp9erVkqRrr71WAwcONLM8AF6M0MELDRo0SMnJycb2xo0bLawGAICOKSYmRq+++qqxnZWVpe3bt9c7pqqqSqmpqXI6nZKksWPHKiUlxaN1As0RGxtrDBnaunWrDhw4cMHj//SnP6msrEySNGXKFNPrA+C9CB281KBBg4zrJ06csLASAAA6rvHjx2vcuHGSaifVS01NVWVlpXH7888/b8zHFBERocWLF1tSJ9Ac9913n3H9Yr0d6m4PCAjQpEmTTK0LgHcjdPBSoaGhxvXy8nILKwEAoGNbtGiRoqKiJEl79+5VRkaGJGnPnj3GdUnKzMxUYmKiFSUCzTJ27FjFxMRIkl5//fUmV0k7fPiwPv/8c0nSyJEjFR8f77EaAXgfQgcvdX7vBj7oAQCwTteuXfX73//e2M7IyNDOnTuVmpqqqqoqSdKtt96qtLQ0q0oEmiUoKEgTJkyQVBssNDWEd8WKFUYgcX7vCABoDKGDF6qurtYnn3xibF9//fUWVgMAAFJTU3XHHXdIqp3HITk5WTt27JAkhYWFKTs7u94k0EB71ZwhFitXrpQkRUVF6a677vJIXQC8F6GDF3r++eeNJTMlaerUqRZWAwAApNrVpMLDwyXVzuxf57nnnlPv3r2tKgtokRtuuEF9+/aVJL333nvGZJF1tmzZou+//16SNGHCBIWEhHi8RgDehdDBSxQVFWnjxo1KSUmpt2bqo48+qhEjRlhXGAAAkCT16tVLjz32WL19Q4cO1fTp0y2qCGidyZMnS6q/LGad83s/MLQCQHMQOrRDc+bMkc1mq3eJjIxUcnKy3n77bUlS586d9dJLL2n+/PkWVwsAAKTaiZ3ffffdevsYUgFvNHnyZOO9e37IUFFRoXfeeUeS1KdPH910002W1AfAuxA6eCF/f3+99NJLmjlzptWlAACA/zdnzhzt37+/3r6tW7fqtddes6gioHV69uypW265RZK0fv165ebmSpI++OADFRQUSPp3bwgAuBhCh3Zo8ODBSk9PNy5TpkzR8OHDFRwcLKl2HfC0tDTNmjXL4koBAIAkffXVV8rMzDS2b7vtNuP6U089pSNHjlhRFtBqdUMnnE6n3njjDUn/7vVgs9kIHQA0G6FDOzRmzBgtXLjQuOTk5GjDhg06fPiwUlJSjOMyMjKMLm4AAMAa1dXVSk1NVXV1tSTpnnvu0UcffaSBAwdKkhwOh6ZNm2ZliUCLjR8/XmFhYZJqw4bTp09r3bp1kqSbb76ZyVEBNBuhgxfp2rWrXn/9dY0cOdLY99BDD+ncuXMWVgUAQMf2u9/9Tjt37pQkRUZGatGiRQoMDNSyZcvk51f7VWvt2rV66623LKwSaBm73a577rlHkrR792498cQTRrDGBJIAWoLQwcv4+flp2bJlxpJcZ8+eVUZGhsVVAQDQMX377beaO3eusZ2ZmamEhARJ0pAhQ/TII48Yt02fPl35+fkerxForfPDhZycHElSSEiIxo8fb1FFALwRoYMXuuSSS/Too48a2wsXLjQm+AEAAJ7hcrmUlpamiooKSdLw4cOVlpZW75jnnntOvXr1kiTl5eU1WFITaM9uv/12devWrd6+u+++W5GRkRZVBMAbETp4qccff1x2u11S7RJdL7/8ssUVAQDQsSxcuFCbN2+WJIWGhio7O7vBMeHh4Vq6dKmxvWLFCq1fv95jNQJt4e/vr0mTJtXbx9AKAC1F6OCloqOj9atf/crYXrJkic6cOWNhRQAAdBw//vijnnrqKWN77ty56tOnT6PHjhgxot4PtQcffFClpaWm1wi4w6xZs/TFF18Yl/PnFgOA5iB08GKPPfaYOnXqJEkqLS3VvHnzLK4IAICOYerUqXI4HJKkpKQk/frXv77g8fPnz1d8fLwk6dChQ3rmmWdMrxFwh6ioKCUlJRkXf39/q0sC4GUIHbxY586dlZ6ebmwvXLiQlSwAADBZTk6OPv74Y0lSYGCgli9fftEfYjExMcrKyjK2s7KytGPHDlPrBACgPSB08HKPP/64sZJFcXFxvS80AADAvXJzc+tNBvnEE0/o6quvbtZ9J06cqDvvvFOS5HQ6lZaWZixBCACAryJ08HJxcXGaNm2asZ2VlaWioiILKwIAwHelp6cbvQr79eunp59+ukX3X7x4sTER9K5du5gIGgDg82wul8tldREAAAAAAMD30NMBAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACYgtABAAAAAACY4v8AKirIz9ErGeUAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(8,4), dpi=150, squeeze=False)\n", "ax = ax.reshape(-1)\n", "\n", "for band in range(eps_k['eval'].shape[1]):\n", " ax[0].plot(eps_k['k'], eps_k['eval'][:,band].real, color='C0', zorder=2.5)\n", "\n", "ax[0].axhline(y=0,zorder=2,color='gray',alpha=0.5,ls='--')\n", "ax[0].set_xticks(eps_k['K'])\n", "ax[0].set_xticklabels([r'R', '$\\Gamma$', 'X', 'M', r'$\\Gamma$'])\n", "ax[0].set_xlim([eps_k['K'].min(), eps_k['K'].max()])\n", "ax[0].set_ylabel(r'$\\omega$ (eV)')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "45c105d7-0c3a-4774-a568-5b2ab8272a21", "metadata": {}, "source": [ "## GW in imaginary time" ] }, { "cell_type": "code", "execution_count": 5, "id": "0bb6042b-dda7-4207-950c-aa8ba7560c22", "metadata": {}, "outputs": [], "source": [ "k_grid = (30,30,1)\n", "k_mesh = TB.get_kmesh(n_k = k_grid)\n", "e_k = TB.fourier(k_mesh)\n", "eps_k = TB.dispersion(k_mesh)\n", "mu = 0.\n", "\n", "beta = 10\n", "n_iw = 400\n", "iw_mesh = MeshImFreq(beta=beta, S='Fermion', n_max=n_iw)\n", "G0_iwk = lattice_dyson_g0_wk(mu=mu, e_k=e_k, mesh=iw_mesh)" ] }, { "cell_type": "markdown", "id": "e34f6bac-27ae-4607-af62-aebfb9cefa41", "metadata": {}, "source": [ "### setup bare interaction" ] }, { "cell_type": "code", "execution_count": 6, "id": "397930e7-cda1-47c6-9d21-aa1a98d71103", "metadata": {}, "outputs": [], "source": [ "def construct_U_kan(n_orb, U, J, Up=None, Jc=None):\n", " \n", " orb_range = range(0, n_orb)\n", " U_kan = np.zeros((n_orb, n_orb, n_orb, n_orb))\n", " \n", " if not Up:\n", " Up = U-2*J\n", " if not Jc:\n", " Jc = J\n", " \n", " for i,j,k,l in product(orb_range, orb_range, orb_range, orb_range):\n", " if i == j == k == l: # Uiiii\n", " U_kan[i, j, k, l] = U\n", " elif i == k and j == l: # Uijij\n", " U_kan[i, j, k, l] = Up\n", " elif i == l and j == k: # Uijji\n", " U_kan[i, j, k, l] = J\n", " elif i == j and k ==l: # Uiijj\n", " U_kan[i, j, k, l] = Jc\n", " return U_kan" ] }, { "cell_type": "code", "execution_count": 7, "id": "ecbd3460-1566-4f29-8fce-51e330ca6932", "metadata": {}, "outputs": [], "source": [ "U=1\n", "Up=0.2\n", "J=0.4\n", "V_k = Gf(mesh=k_mesh, target_shape=[n_orb*1]*4)\n", "\n", "V_bare = np.zeros((n_orb,n_orb,n_orb,n_orb))\n", "# simple onsite intra orbital Coulomb repulsion\n", "for i in range(n_orb):\n", " for j in range(n_orb):\n", " if i == j:\n", " V_bare[i,i,j,j] = U\n", " else:\n", " V_bare[i,i,j,j] = Up\n", "\n", "V_bare = construct_U_kan(n_orb=n_orb,U=U,J=J,Up=Up)\n", "\n", "\n", "V_k.data[:] = V_bare" ] }, { "cell_type": "markdown", "id": "55960851-50b6-440f-b0dc-5d4582d9f742", "metadata": {}, "source": [ "### Run one GW loop" ] }, { "cell_type": "code", "execution_count": 8, "id": "11ffd895-890d-477b-a8aa-e04a6e914206", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--> pi_bubble\n", "--> screened_interaction_W\n", "--> gw_self_energy\n", "--> lattice_dyson_g_wk\n" ] } ], "source": [ "print('--> pi_bubble')\n", "PI_iwk = bubble_PI_wk(G0_iwk)\n", "\n", "print('--> screened_interaction_W')\n", "Wr_iwk = dynamical_screened_interaction_W(PI_iwk, V_k)\n", "\n", "print('--> gw_self_energy')\n", "Σ_iwk = gw_sigma(Wr_iwk, G0_iwk)\n", "\n", "print('--> lattice_dyson_g_wk')\n", "G_wk = lattice_dyson_g_wk(mu, e_k, Σ_iwk)\n", "\n", "Σ_Γ_iw = Σ_iwk[:, Idx(0,0,0)] \n", "Σ_X_iw = Σ_iwk[:, Idx(k_grid[1]-1,0,0)] " ] }, { "cell_type": "markdown", "id": "a31b96a3-1ff2-4c66-98fa-01c3c40f71d0", "metadata": {}, "source": [ "### Plot results" ] }, { "cell_type": "code", "execution_count": 25, "id": "0eb9207a-b006-4ad9-b8aa-1e4cb60e6cf6", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(n_orb, n_orb, figsize=(8*n_orb,4*n_orb), dpi=150, squeeze=False,sharex=True)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(Σ_Γ_iw[i,j].imag, label=f'[{i},{j}]@$\\Gamma$')\n", "ax[0].oplot(Σ_X_iw[i,j].imag, label=f'[{i},{j}]@X')\n", "\n", "ax[0].set_xlim(0,50)\n", "\n", "ax[0].set_xlabel(r'$i\\omega_n$')\n", "ax[0].set_ylabel(r'Im $\\Sigma (i\\omega_n)$ (eV)')\n", "\n", "plt.tight_layout(pad=0.4, w_pad=0.1, h_pad=0.4)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "436a0696-f842-4364-bd0e-7b47ef03934d", "metadata": {}, "source": [ "## GW on real frequency axis" ] }, { "cell_type": "code", "execution_count": 10, "id": "f46402f2-a892-4ce3-89d1-9c450bede432", "metadata": {}, "outputs": [], "source": [ "# make sure 0 is not in the mesh! Divergence for q=[0,0,0]\n", "# no large freq mesh is needed. kmesh critical for convergence here\n", "n_w = 100\n", "delta = 0.1\n", "GW_window = (-15, 15)\n", "w_mesh = MeshReFreq(window=GW_window, n_w=n_w)\n", "\n", "\n", "G0_wk = lattice_dyson_g0_fk(mu=mu, e_k=e_k, mesh=w_mesh, delta=delta)" ] }, { "cell_type": "code", "execution_count": 11, "id": "e8f3f2e0-22b7-435c-9a6d-4460fb70676d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--> pi_bubble\n", "--> screened_interaction_W\n", "--> gw_self_energy\n", "--> lattice_dyson_g_wk\n" ] } ], "source": [ "print('--> pi_bubble')\n", "PI_wk = lindhard_chi00(e_k=e_k, mesh=w_mesh, beta=beta, mu=mu, delta=delta)\n", "\n", "print('--> screened_interaction_W')\n", "Wr_wk = dynamical_screened_interaction_W(PI_wk, V_k)\n", "\n", "print('--> gw_self_energy')\n", "Σ_wk = g0w_sigma(mu=mu, beta=beta, e_k=e_k, W_fk=Wr_wk, v_k=V_k, delta=delta)\n", "\n", "print('--> lattice_dyson_g_wk')\n", "g_fk = lattice_dyson_g_fk(mu, e_k, Σ_wk, delta)\n", "\n", "Σ_Γ_w = Σ_wk[:, Idx(0,0,0)] \n", "Σ_X_w = Σ_wk[:, Idx(k_grid[1]-1,0,0)] " ] }, { "cell_type": "markdown", "id": "d2cfa8e4-6740-48e9-b9d9-ff4aa5c2003f", "metadata": {}, "source": [ "## Analytic continuation" ] }, { "cell_type": "markdown", "id": "d4e640f5-1426-4a9e-85a5-7d68465fa55b", "metadata": {}, "source": [ "### Nevanlinna" ] }, { "cell_type": "code", "execution_count": 12, "id": "0900c93b-ff33-4f87-a0d1-ff1226b0f582", "metadata": {}, "outputs": [], "source": [ "# setup Nevanlinna kernel solver\n", "solver = Solver(kernel='CARATHEODORY')\n", "\n", "# For the caratheodory formalism we have to subtract the Hartree shift\n", "solver.solve(Σ_Γ_iw-Σ_Γ_iw(Σ_Γ_iw.mesh.last_index()))\n", "\n", "Σ_w_mesh = MeshReFreq(window=GW_window, n_w=n_w*2)\n", "Σ_Γ_w_CN = solver.evaluate(Σ_w_mesh, delta)" ] }, { "cell_type": "code", "execution_count": 13, "id": "310e4452-2b9a-4980-9426-c10f6b9f3050", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "This is Nevanlinna analytical continuation. All off-diagonal elements will be ignored.\n" ] } ], "source": [ "# setup Nevanlinna kernel solver\n", "solver = Solver(kernel='NEVANLINNA')\n", "\n", "solver.solve(Σ_Γ_iw)\n", "\n", "Σ_w_mesh = MeshReFreq(window=GW_window, n_w=n_w*2)\n", "Σ_Γ_w_N = solver.evaluate(Σ_w_mesh, delta)" ] }, { "cell_type": "markdown", "id": "f31fa4d9-4cc1-4555-a304-c72bf69acd44", "metadata": {}, "source": [ "### Pade" ] }, { "cell_type": "code", "execution_count": 14, "id": "061f1853-53f1-4ce2-bf60-5b89fcf3712c", "metadata": {}, "outputs": [], "source": [ "Σ_Γ_w_P = Σ_Γ_w_N.copy()\n", "\n", "Σ_Γ_w_P.set_from_pade(Σ_Γ_iw, n_points=n_iw, freq_offset=delta)" ] }, { "cell_type": "markdown", "id": "48ab85cc-8b29-47ad-8961-f541aec299bf", "metadata": {}, "source": [ "### MaxEnt" ] }, { "cell_type": "code", "execution_count": 15, "id": "53958686-4924-471d-ab8b-7f203dd15a9a", "metadata": {}, "outputs": [], "source": [ "# Initialize SigmaContinuator\n", "isc = DirectSigmaContinuator(Σ_Γ_iw)" ] }, { "cell_type": "code", "execution_count": 16, "id": "ac3d185b-fa64-4594-90a9-3eab761b9bee", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2023-07-19 16:08:15.167421\n", "MaxEnt run\n", "TRIQS application maxent\n", "Copyright(C) 2018 Gernot J. Kraberger\n", "Copyright(C) 2018 Simons Foundation\n", "Authors: Gernot J. Kraberger and Manuel Zingl\n", "This program comes with ABSOLUTELY NO WARRANTY.\n", "This is free software, and you are welcome to redistributeit under certain conditions; see file LICENSE.\n", "Please cite this code and the appropriate original papers (see documentation).\n", "\n", "Minimal chi2: 2.780343854031604\n", "scaling alpha by a factor 2401 (number of data points)\n", "alpha[ 0] = 1.20050000e+06, chi2 = 1.86098288e+05, n_iter= 24 \n", "alpha[ 1] = 9.99352274e+05, chi2 = 1.47692183e+05, n_iter= 4 \n", "alpha[ 2] = 8.31907511e+05, chi2 = 1.17033657e+05, n_iter= 4 \n", "alpha[ 3] = 6.92518670e+05, chi2 = 9.25372230e+04, n_iter= 4 \n", "alpha[ 4] = 5.76484888e+05, chi2 = 7.29614636e+04, n_iter= 4 \n", "alpha[ 5] = 4.79892947e+05, chi2 = 5.73366261e+04, n_iter= 4 \n", "alpha[ 6] = 3.99485305e+05, chi2 = 4.48992104e+04, n_iter= 4 \n", "alpha[ 7] = 3.32550227e+05, chi2 = 3.50392785e+04, n_iter= 4 \n", "alpha[ 8] = 2.76830342e+05, chi2 = 2.72618500e+04, n_iter= 4 \n", "alpha[ 9] = 2.30446507e+05, chi2 = 2.11604692e+04, n_iter= 4 \n", "alpha[10] = 1.91834436e+05, chi2 = 1.63995950e+04, n_iter= 4 \n", "alpha[11] = 1.59691945e+05, chi2 = 1.27025481e+04, n_iter= 4 \n", "alpha[12] = 1.32935034e+05, chi2 = 9.84259729e+03, n_iter= 4 \n", "alpha[13] = 1.10661332e+05, chi2 = 7.63572391e+03, n_iter= 4 \n", "alpha[14] = 9.21196614e+04, chi2 = 5.93432811e+03, n_iter= 4 \n", "alpha[15] = 7.66847089e+04, chi2 = 4.62157117e+03, n_iter= 4 \n", "alpha[16] = 6.38359336e+04, chi2 = 3.60624447e+03, n_iter= 4 \n", "alpha[17] = 5.31400128e+04, chi2 = 2.81813049e+03, n_iter= 4 \n", "alpha[18] = 4.42362288e+04, chi2 = 2.20384925e+03, n_iter= 4 \n", "alpha[19] = 3.68243030e+04, chi2 = 1.72320364e+03, n_iter= 4 \n", "alpha[20] = 3.06542699e+04, chi2 = 1.34605178e+03, n_iter= 4 \n", "alpha[21] = 2.55180461e+04, chi2 = 1.04973179e+03, n_iter= 4 \n", "alpha[22] = 2.12424135e+04, chi2 = 8.17037947e+02, n_iter= 4 \n", "alpha[23] = 1.76831772e+04, chi2 = 6.34707643e+02, n_iter= 8 \n", "alpha[24] = 1.47203026e+04, chi2 = 4.92342240e+02, n_iter= 8 \n", "alpha[25] = 1.22538675e+04, chi2 = 3.81665508e+02, n_iter= 8 \n", "alpha[26] = 1.02006917e+04, chi2 = 2.96023756e+02, n_iter= 9 \n", "alpha[27] = 8.49153220e+03, chi2 = 2.30046214e+02, n_iter= 9 \n", "alpha[28] = 7.06874803e+03, chi2 = 1.79404997e+02, n_iter= 9 \n", "alpha[29] = 5.88435603e+03, chi2 = 1.40634238e+02, n_iter= 9 \n", "alpha[30] = 4.89841281e+03, chi2 = 1.10984285e+02, n_iter= 9 \n", "alpha[31] = 4.07766763e+03, chi2 = 8.82981124e+01, n_iter= 10 \n", "alpha[32] = 3.39444099e+03, chi2 = 7.09038537e+01, n_iter= 10 \n", "alpha[33] = 2.82569123e+03, chi2 = 5.75209700e+01, n_iter= 10 \n", "alpha[34] = 2.35223737e+03, chi2 = 4.71790688e+01, n_iter= 11 \n", "alpha[35] = 1.95811226e+03, chi2 = 3.91489212e+01, n_iter= 11 \n", "alpha[36] = 1.63002410e+03, chi2 = 3.28852039e+01, n_iter= 12 \n", "alpha[37] = 1.35690820e+03, chi2 = 2.79802902e+01, n_iter= 12 \n", "alpha[38] = 1.12955376e+03, chi2 = 2.41281131e+01, n_iter= 13 \n", "alpha[39] = 9.40293314e+02, chi2 = 2.10968320e+01, n_iter= 13 \n", "alpha[40] = 7.82744074e+02, chi2 = 1.87088142e+01, n_iter= 14 \n", "alpha[41] = 6.51592729e+02, chi2 = 1.68263626e+01, n_iter= 15 \n", "alpha[42] = 5.42416222e+02, chi2 = 1.53416958e+01, n_iter= 15 \n", "alpha[43] = 4.51532599e+02, chi2 = 1.41699055e+01, n_iter= 16 \n", "alpha[44] = 3.75876826e+02, chi2 = 1.32439023e+01, n_iter= 17 \n", "alpha[45] = 3.12897427e+02, chi2 = 1.25106661e+01, n_iter= 18 \n", "alpha[46] = 2.60470433e+02, chi2 = 1.19283627e+01, n_iter= 18 \n", "alpha[47] = 2.16827755e+02, chi2 = 1.14640737e+01, n_iter= 20 \n", "alpha[48] = 1.80497551e+02, chi2 = 1.10919855e+01, n_iter= 21 \n", "alpha[49] = 1.50254592e+02, chi2 = 1.07919377e+01, n_iter= 22 \n", "alpha[50] = 1.25078941e+02, chi2 = 1.05482575e+01, n_iter= 23 \n", "alpha[51] = 1.04121553e+02, chi2 = 1.03488142e+01, n_iter= 25 \n", "alpha[52] = 8.66756437e+01, chi2 = 1.01842507e+01, n_iter= 27 \n", "alpha[53] = 7.21528544e+01, chi2 = 1.00473564e+01, n_iter= 28 \n", "alpha[54] = 6.00634061e+01, chi2 = 9.93256293e+00, n_iter= 30 \n", "alpha[55] = 4.99995848e+01, chi2 = 9.83554893e+00, n_iter= 32 \n", "alpha[56] = 4.16219898e+01, chi2 = 9.75293868e+00, n_iter= 36 \n", "alpha[57] = 3.46480884e+01, chi2 = 9.68208054e+00, n_iter= 37 \n", "alpha[58] = 2.88426872e+01, chi2 = 9.62088520e+00, n_iter= 40 \n", "alpha[59] = 2.40100000e+01, chi2 = 9.56770438e+00, n_iter= 42 \n", "MaxEnt loop finished in 0:00:20.269188\n", "('LineFit: ', 40)\n" ] } ], "source": [ "tm = TauMaxEnt()\n", "tm.set_G_iw(isc.Gaux_iw)\n", "tm.set_error(1.e-4)\n", "tm.omega = HyperbolicOmegaMesh(omega_min=GW_window[0], omega_max=GW_window[1], n_points=300)\n", "tm.alpha_mesh = LogAlphaMesh(alpha_min=1e-2, alpha_max=5e2, n_points=60)\n", "result = tm.run()\n", "print(('LineFit: ', result.analyzer_results['LineFitAnalyzer']['alpha_index']))" ] }, { "cell_type": "code", "execution_count": 17, "id": "6c61fa9b-b421-4d75-aedf-27e94cc7ff0b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: the signature for all_reduce is now 'all_reduce(x, comm=world, op=MPI.SUM)'\n", "\tattempting compatibility with old signature\n" ] } ], "source": [ "isc.set_Gaux_w_from_Aaux_w(result.analyzer_results['LineFitAnalyzer']['A_out'], result.omega, np_interp_A=n_w*2,\n", " np_omega=n_w, w_min=GW_window[0], w_max=GW_window[1])\n", "\n", "Σ_Γ_w_ME = isc.S_w" ] }, { "cell_type": "markdown", "id": "239357b4-a9f2-4249-bcf3-afb473088e0e", "metadata": {}, "source": [ "## Comparison: Pade, Nevanlinna, Pade, and Maxent" ] }, { "cell_type": "code", "execution_count": 23, "id": "feeac1a8-aff8-4cf3-ae2e-8ab00a4cbb26", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(n_orb, n_orb, figsize=(8*n_orb,4*n_orb), dpi=150, squeeze=False,sharex=True)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(Σ_Γ_w[i,j].imag, '-o', c='gray', label=f'ref')\n", "ax[0].oplot(Σ_Γ_w_N[i,j].imag, label=f'Nev', zorder=10)\n", "ax[0].oplot(Σ_Γ_w_CN[i,j].imag, label=f'Car', zorder=6)\n", "ax[0].oplot(Σ_Γ_w_P[i,j].imag, label=f'Pade')\n", "ax[0].oplot(Σ_Γ_w_ME[i,j].imag, label=f'MaxEnt')\n", " \n", " \n", "ax[0].set_xlim(GW_window)\n", "ax[0].set_ylim(0,0.15)\n", "\n", "ax[0].set_xlabel(r'$\\omega$')\n", "ax[0].set_ylabel(r'Im $\\Sigma (\\omega)$ (eV)')\n", "\n", "\n", "plt.tight_layout(pad=0.4, w_pad=0.1, h_pad=0.4)\n", "plt.show()\n", "\n", "fig, ax = plt.subplots(n_orb, n_orb, figsize=(8*n_orb,4*n_orb), dpi=150, squeeze=False,sharex=True)\n", "ax = ax.reshape(-1)\n", "\n", "# plotting results\n", "ax[0].oplot(Σ_Γ_w[i,j].real, '-o', c='gray', label=f'ref')\n", "ax[0].oplot(Σ_Γ_w_N[i,j].real, label=f'Nev', zorder=10)\n", "ax[0].oplot((Σ_Γ_w_CN[i,j]+Σ_Γ_iw(Σ_Γ_iw.mesh.last_index())[i,j]).real, label=f'Car', zorder=6)\n", "ax[0].oplot(Σ_Γ_w_P[i,j].real, label=f'Pade')\n", "ax[0].oplot(Σ_Γ_w_ME[i,j].real, label=f'MaxEnt')\n", " \n", "ax[0].set_xlim(GW_window)\n", "ax[0].set_xlabel(r'$\\omega$')\n", "ax[0].set_ylabel(r'Re $\\Sigma (\\omega)$ (eV)')\n", " \n", "plt.tight_layout(pad=0.4, w_pad=0.1, h_pad=0.4)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.8" } }, "nbformat": 4, "nbformat_minor": 5 }