472 lines
516 KiB
Plaintext
472 lines
516 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import matplotlib.pyplot as plt\n",
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"import matplotlib.colors as mcolors\n",
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"from IPython.display import Math, display\n",
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"import numpy as np\n",
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"import sympy as sp\n",
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"from scipy import constants as const\n",
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"from scipy.optimize import minimize_scalar, curve_fit\n",
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"from scipy import sparse\n",
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"import qutip as qt\n",
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"\n",
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"#add relative path to backend\n",
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"import sys\n",
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"sys.path.append('../../clean_diag/backend')\n",
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"\n",
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"import trap_units as si\n",
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"from twod_trap import DoubleTweezer, TwoSiteLattice\n",
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"from boson_helpers import *"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Choose data to analyse"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"start_line = 17\n",
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"end_line = 25\n",
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"\n",
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"n_lines = end_line - start_line + 1\n",
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"lines = np.arange(start_line,end_line+1,dtype=int)\n",
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"state_nrs = np.zeros((n_lines,2),dtype=int)\n",
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"state_nrs[:,1] = 1\n",
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"\n",
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"degeneracy = np.full(n_lines, True, dtype=bool)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"------------------"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"line: 17\n",
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"separation: 1.0447 um\n"
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]
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},
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{
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"data": {
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"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 18\n",
|
||
"separation: 1.0709 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 19\n",
|
||
"separation: 1.0972 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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8X7VqFZKTkxEeHo7U1FQcOHBAcd/y8nLcd999uPnmmxEUFIQ5c+a47bNu3TpkZmaiQ4cO6NChA0aMGIHDhw+77LNo0SJYLBaXLTY2VnXficg7tGSSljwCAieTWEARGaBxvoGWTY2tW7dizpw5mD9/Po4cOYLMzEyMHj0apaWl0v3r6urQuXNnzJ8/H/3795fus2/fPtx7773Yu3cvCgoKkJCQgKysLJw5c8Zlvz59+qC8vNy5HT16VFXfich7vJFHQGBlEgsoIgM4vvv0pmVT44UXXsC0adMwffp09OrVC8uXL0d8fLxzgvO1kpKS8H//93+YMmUKoqKipPu8+uqrmDVrFgYMGICePXti3bp1cDgcePfdd132CwkJQWxsrHPr3Lmzqr4Tkfd4I4+AwMokFlBEBrALi+atuWw2G4qKipCVleXSnpWVhYMHD+r2Xr799lvU19e7rfF24sQJxMXFITk5GZMmTcIXX3yh2znJQBaLfDO7IIXNLEz+fTU6j4DAyyROIicyoWsXmpU9xbqqqgp2ux0xMTEu7TExMc5nEunhscceww033IARI0Y42wYNGoRNmzahR48e+Oqrr/D0008jIyMDx44dQ6dOnXQ7NxH5XnPyCAi8TDJT/U7UamiZQN64AUB8fLzLwrO5ubmK57Jc8ylXCOHWptWzzz6LzZs3480330R4eLizffTo0Rg3bhz69u2LESNG4O233wYAbNy4UZfzEpG+vJVHQOBkEkegiAzgEEFwaJiA6fju2UJlZWWIjIx0tss+7UVHRyM4ONjtk11lZaXbJ0Atli1bhiVLlmDPnj3o16+fx33btWuHvn374sSJEy0+LxHpT0smqckjIPAyiSNQRAZo6QhUZGSkyyYLrLCwMKSmpiIvL8+lPS8vDxkZGS3q/3PPPYc//vGP2LVrF9LS0prcv66uDsePH0eXLl1adF4iMobReQQEXiZxBIrIAA5A9QTMxuPUyM7OxuTJk5GWlob09HSsXbsWpaWlmDlzJgAgJycHZ86cwaZNm5zHFBcXAwAuXbqEr7/+GsXFxQgLC0Pv3r0BXB0if+KJJ/Daa68hKSnJ+WkyIiICERERAIB58+bhzjvvREJCAiorK/H000+jpqYGU6dOVf2eich4WjJJbR4BgZVJLKCIDKD1FmC1x0ycOBHnzp3D4sWLUV5ejpSUFOzcuROJiYkArj6k7trnrwwcOND556KiIrz22mtITEzEqVOnAFx9CJ7NZsM999zjctzChQuxaNEiAMCXX36Je++9F1VVVejcuTMGDx6M999/33leIjIXLZmkJcMCKZNYQBH5uVmzZmHWrFnSr23YsMGtrak13BpDy5MtW7Y0p2tEFIACJZNYQBEZQOtTfLUcQ0TUFC2ZxDzyjAUUkQG4mDARmQkXE9YfCygiA3AEiojMhCNQ+mMBRWSAH94CrPY4IiK9ackk5pFnLKBaKYvnOXmumpjA17wTqhvq1XCHv19xCAscWh5j0Nq/MeQ9vliHTcX/t0Kpf2q7LTunQqRZlLJOy/36zaX0PvXIXRW0ZBLzyDOWl0REREQqcQSKyAAOjZfwtDx3hYioKVoyiXnkGQsoIgNoXwuPgUVE+tO2Fh7zyBMWUEQGsMMCu4ZbgLUcQ0TUFC2ZxDzyjAUUkQE4AkVEZsIRKP2xgCIygB3aPr3Z9e8KEZGmTGIeecbykoiIiEgljkARGYCX8IjITHgJT38soIgMwKVciMhMuJSL/lhAERlAaFxMWPCuFyIygJZMYh55xgKKyAAcgSIiM+EIlP5YQPkJxbXtlNZTkjRb7PIFn1S/tmRtJ6Ulk0Sw/BfQEiQ/oLUsvcS18MhrTLTmnVD6vZa0O0Kavy8AVWvkWRTWtguqV8hAhzzrpO16rZsn+3czcH08roWnP5aXRERERCpxBIrIAHaNa+FpOYaIqClaMol55BkLKCID8BIeEZkJL+HpjwUUkQEcCNK0kjlXPyciI2jJJOaRZyygiAxgFxbYNXx603IMEVFTtGQS88gzFlBEBuAlPCIyE17C0x/H54iIiIhU4ggUkQGExrXwBB9cR0QG0JJJzCPPWEARGcAOC+walkHQcgwRUVO0ZBLzyDMWUEQGcAht8wcUHohMRNQiWjKJeeQZCygiAzg0XsLTcgwRUVO0ZBLzyDMWUEQGcGhY+bzxOCIivWnJJOaRZyygTEbtwr6WBoXFMSULB1vq7apeQ83CliI4WN5uVWgPlbdDsvgw76Ql8g0RrG7BX0eYfMTCbnXf3x4mfw2ldqW+yBZOD7bJsyukVv4awbXyDAy2SXJUdkJAv0WGyW+wgCIyAB+kSURmwgdp6o8FFJEBOAeKiMyEc6D0x+8OkQEcsDif/Ktq0zDnYNWqVUhOTkZ4eDhSU1Nx4MABxX3Ly8tx33334eabb0ZQUBDmzJkj3W/btm3o3bs3rFYrevfuje3bt7fovETkW5oySeMcqEDJJBZQRAYQ303YVLsJlYG1detWzJkzB/Pnz8eRI0eQmZmJ0aNHo7S0VLp/XV0dOnfujPnz56N///7SfQoKCjBx4kRMnjwZ//nPfzB58mRMmDABhw4d0nxeIvItLZmkNo+AwMokixAqZgr7uZqaGkRFReH29AUICQn3dXekAn0SuTDpJPKGhlrsL3ga1dXViIyMVNyv8Wds3J6pCG0Xpvo89Zdt2DZiY5PnaTRo0CDccsstWL16tbOtV69eGDt2LHJzcz0eO2zYMAwYMADLly93aZ84cSJqamrwzjvvONtGjRqFDh06YPPmzS0+L12lWx5ZjPsFaX2TyBUmi6uZRK70cCQ9JpE3M3Obm0dAyzJJbR4BgZVJHIEiMqGamhqXra6uzm0fm82GoqIiZGVlubRnZWXh4MGDms9dUFDg9pojR450vqZR5yUic2pOHgGBl0ksoIgM0DhhU8sGAPHx8YiKinJusk9QVVVVsNvtiImJcWmPiYlBRUWF5r5XVFR4fE2jzktExjE6j4DAyyTehUdkgMZJmFqOA4CysjKXIXOr1ap4jOWaSzhCCLc2tZrzmkacl4iMoSWTtOQREDiZxAKKyAAtfRJ5ZGRkk3MOoqOjERwc7PYJq7Ky0u2TmBqxsbEeX9Oo8xKRcVryJPLm5BEQeJnES3hEBtD0CAOVnxDDwsKQmpqKvLw8l/a8vDxkZGRo7nt6errba+7evdv5mkadl4iMY3QeAYGXSX41ArV//34899xzKCoqQnl5ObZv346xY8f6ultEblp6Ca+5srOzMXnyZKSlpSE9PR1r165FaWkpZs6cCQDIycnBmTNnsGnTJucxxcXFAIBLly7h66+/RnFxMcLCwtC7d28AwKOPPorbb78dS5cuxV133YW33noLe/bswXvvvdfs8wYC5hH5k5ZcwlMjkDLJrwqoy5cvo3///vjVr36FcePG+bo7xlD7uIJ6eXtQrc19X0kbAKBWfkeFqK+X729xH7gMCpdfExdt5bdnO9oq7B/u/gtrUbhl2gyPN/C1iRMn4ty5c1i8eDHKy8uRkpKCnTt3IjExEcDVh9Rd+xyUgQMHOv9cVFSE1157DYmJiTh16hQAICMjA1u2bMGCBQvwxBNPoFu3bti6dSsGDRrU7PMGglaXR5LrEUqPK7Bb5RcvGtrJ2+vau7fbIuWv3dBO3j2H0h34ksgMuSx/bet5eXsbhXbZY2WCJI82ADyskRdgAimT/PY5UBaLRfUnPr94DpTCM0bMXkBZdCqgHOGSmt4EBZTa50CNfOc3mp8D9c/Ra1U9d4V8z6d5pNckWUnt45A8lw3whwJKvqv1vDxf25yX52joJfdn5ykWUHYd/is18DlQWjKJeeSZX41AEfkLb13CIyJqDm9dwgskrbqAqqurc3ngV01NjQ97Q4FEAJruwvPL4WBqFuYR+ZKWTGIeedaq78LLzc11efhXfHy8r7tEAcIbd+GRf2EekS8xj/TXqguonJwcVFdXO7eysjJfd4kCBAsouhbziHyJeaS/Vn0Jz2q1NvnEVCIjcA4UXYt5RL7EOVD686sC6tKlSzh58qTz7yUlJSguLkbHjh2RkJDgw54RUaBhHhEFNr8qoAoLCzF8+HDn37OzswEAU6dOxYYNG3zUKyJ3HIFq/ZhH5E84AqU/vyqghg0bBj99bBUFGCEsEBrCR8sx5BvMI/InWjKJeeSZXxVQRP6ipYsJExHpqSWLCZMcCygiA/ASHhGZCS/h6Y8FlA/J1llSenKZ0hIvQbYG+f5X3JdnERcvSfd11MjbRb3C0i+SpSOCIiLk/ZO/Aiyh8h89S6j7ESIoWOFVzIuX8MgQei3bIiEkr+0IVVhupa38N7v2Onn7levdX+dKrPsyKQAQFC1fWqp9u1p5Xxzu57x0rq183y+VljKR9zuo3j13LQ0Ky20pXc6Vr/wip/Tvq8OlYl7C01+rfg4UERERkRE4AkVkAF7CIyIz4SU8/bGAIjIAL+ERkZnwEp7+WEARGUBoHIFiYBGREbRkEvPIMxZQRAYQ0Dbvk08VIiIjaMkk5pFnLKCIDOCABRY+B4qITEJLJjGPPONdeEREREQqcQSKyACcRE5EZsJJ5PpjAUVkAIewwMLHGBCRSWjJJOaRZyygiAwghMZJ5Jy1SUQG0JJJzCPPWEARGYCX8IjITHgJT38soIgMwAKKiMyEBZT+WEAREKTyl0Q2rutQWDFTYQxYceFNIjKWwr3XQpIDIkRhMeE28va6DvL2Kze4Lxx8ffI56b5Du5yUtg9se1raXitC3dr2fNNbuu+/g7tJ20MuWaXt1hr39xN8RborIF8bmVoxFlBEBuAkciIyE04i1x8LKCIDcBI5EZkJJ5HrjwUUkQGuhpWWOVAGdIaIAp6WTGIeecYCisgAnERORGbCSeT6YwFFZAABbQtx8gMfERlBSyYxjzzjWnhEREREKnEEisgAvIRHRGbCS3j64wgUkRFECzaVVq1aheTkZISHhyM1NRUHDhzwuH9+fj5SU1MRHh6OG2+8EWvWrHH5+rBhw2CxWNy2O+64w7nPokWL3L4eGxurvvNE5B1eyiMgcDKJBRSREb77tKd2g8pPfFu3bsWcOXMwf/58HDlyBJmZmRg9ejRKS0ul+5eUlGDMmDHIzMzEkSNH8Pjjj2P27NnYtm2bc58333wT5eXlzu3jjz9GcHAwxo8f7/Jaffr0cdnv6NGj6r9PROQdXsgjILAyiZfwiAzgredAvfDCC5g2bRqmT58OAFi+fDn++c9/YvXq1cjNzXXbf82aNUhISMDy5csBAL169UJhYSGWLVuGcePGAQA6duzocsyWLVvQtm1bt7AKCQnhqBORn/DWc6ACKZM4AkVkAC2jT2rnKNhsNhQVFSErK8ulPSsrCwcPHpQeU1BQ4Lb/yJEjUVhYiPr6eukx69evx6RJk9CuXTuX9hMnTiAuLg7JycmYNGkSvvjii2b3nYi8y+g8AgIvkzgC5UOyn02Lwrp0jrBg+WuEyGtgSxv39aEs10XI922Qr2MXpLS+nUWyZlawvN/2UIV+K7UHu7+fQJzHWFNT4/J3q9UKq9V1va6qqirY7XbExMS4tMfExKCiokL6uhUVFdL9GxoaUFVVhS5durh87fDhw/j444+xfv16l/ZBgwZh06ZN6NGjB7766is8/fTTyMjIwLFjx9CpUydV75VMQvJ7JlsfDwDsoQpr5LWVv3TQdTa3tr6dyqX7/jzqQ2n7kHB51tUL90XogiDPrmMd5aMTte3ka+E5JO9TKesg/7++VWhOHgGBl0kcgSIyQuP8AS0bgPj4eERFRTk32dB3I8s1Ba0Qwq2tqf1l7cDVT3opKSm47bbbXNpHjx6NcePGoW/fvhgxYgTefvttAMDGjRs9fFOIyGe8lEdA4GQSR6CIDNDSOVBlZWWIjIx0tss+7UVHRyM4ONjtk11lZaXbJ7pGsbGx0v1DQkLcPqV9++232LJlCxYvXtxkv9u1a4e+ffvixIkTTe5LRN7XkjlQzckjIPAyiSNQREZo4WMMIiMjXTZZYIWFhSE1NRV5eXku7Xl5ecjIyJB2Kz093W3/3bt3Iy0tDaGhrpd9X3/9ddTV1eGBBx5o8u3W1dXh+PHjbsPtRGQSBucREHiZxAKKyADemEQOANnZ2XjppZfw8ssv4/jx45g7dy5KS0sxc+ZMAEBOTg6mTJni3H/mzJk4ffo0srOzcfz4cbz88stYv3495s2b5/ba69evx9ixY6XzB+bNm4f8/HyUlJTg0KFDuOeee1BTU4OpU6eq/E4RkTd4I4+AwMokXsIjMooXFpKaOHEizp07h8WLF6O8vBwpKSnYuXMnEhMTAQDl5eUuz19JTk7Gzp07MXfuXKxcuRJxcXF48cUXnbcLN/rss8/w3nvvYffu3dLzfvnll7j33ntRVVWFzp07Y/DgwXj//fed5yUiE2Im6YoFFJGfmzVrFmbNmiX92oYNG9zahg4dig8/lN/p1KhHjx7OiZwyW7ZsUdVHIgocgZJJLKCIDMC18IjITLgWnv5YQBEZQes6Ul4YYieiAKQlk5hHHrGAIjKEBdInEzbrOCIivWnJJOaRJyygiIzAESgiMhOOQOmOBRSREVhAEZGZsIDSHQsoLTw8kl4VyVO4HEprT4XJH9llb6OwPpSkvb6d0vpVSueUNkuF1Mrbw2rkv4HWGvf1qwAg5JJkXasG+WtY7Dr8dmt5XDhRayT7VVD49bAoLZPZIG+317mvffl1rXxtzrJ6+bplpSFl0vZ6SR+/aoiS7ltXL/8vzyKPI+n7tzAy6DssoIiM8IN1pFQfR0SkNy2ZxDzyiAUUkQFauhYeEZGeWrIWHsmxgCIyAudAEZGZcA6U7lhAERmBl/CIyEx4CU93LKCIDGAR2iabcoIqERlBSyYxjzyT38JFRERERIo4AkVkBM6BIiIz4Rwo3bGAIjIC50ARkZlwDpTuWEARGYEjUERkJhyB0h0LKCIjsIAiIjNhAaU7FlBERmABRURmwgJKdyygmqLXuncSQrLund3qvmYUANjay2+YvBItb/+2i3tbXRf5QlUdYmqk7V0j5e0OyXXxU+c6Sve9WNJe2t6+RP6jF1Hu/tphNfJ+W5Qek6uwTpf8RRT+ffkIXmqtlNaxC3L/mVdahzL0W/mLhH8jzyOHNdSt7T/2BOm+pdXXSdvjdMgjm1IefSNtRkit+/vXZQ1OahVYQBEZgZPIichMOIlcd373HKhVq1YhOTkZ4eHhSE1NxYEDB3zdJSI3jQ+t07KRf2EmkT9gHunPrwqorVu3Ys6cOZg/fz6OHDmCzMxMjB49GqWlpb7uGpEr0YKN/AYzifwG80h3mgqoH//4x3jqqafc2s+fP48f//jHLe6UkhdeeAHTpk3D9OnT0atXLyxfvhzx8fFYvXq1YeckInPzVR4BzCSiQKapgNq3bx9WrFiBsWPH4vLly852m82G/Px83Tr3QzabDUVFRcjKynJpz8rKwsGDBw05J5FWFmgcMvd1x/2QL/Ko8fWZSeQvNGWSrzttcpov4e3ZswcVFRUYPHgwTp06pWOX5KqqqmC32xETE+PSHhMTg4qKCukxdXV1qKmpcdmIqPXxdh4B6jOJeUTUumguoLp06YL8/Hz069cPt956K/bt26djt5RZrrntXAjh1tYoNzcXUVFRzi0+Pt4bXST6/o4XLRup5qs8ApqfScwj8inmke40FVCN4WC1WvHqq6/i0UcfxahRo7Bq1SpdO/dD0dHRCA4OdvtkV1lZ6fYJsFFOTg6qq6udW1lZmWH9I3LBSeRe44s8AtRnEvOIfIp5pDtNz4ES1zxkcMGCBejVqxemTp2qS6dkwsLCkJqairy8PNx9993O9ry8PNx1113SY6xWK6xWq2F9IlLEJ5F7jS/yCFCfScwj8iktmcQ88khTAVVSUoLOnTu7tI0bNw49e/ZEYWGhLh2Tyc7OxuTJk5GWlob09HSsXbsWpaWlmDlzpmHnJNJC6zNU+NwV9XyVRwAzifyHlkxiHnmmqYBKTEyUtvfp0wd9+vRpUYc8mThxIs6dO4fFixejvLwcKSkp2Llzp2J/iHyGI1Be46s8AphJ5Ec4AqU7v1vKZdasWZg1a5avu0FEBICZRBSo/K6A8ksKU/WF5E4dR4j8rof6tvIXqe0o37+uq82trX83+aTVSbGHpe0ZbeT710s+lbzZub9031eQLu9fdaS0Pfy8+/sJvaxwJ4h8jWFz4AgUGUG2yLVOC55bHO6vHVxnl+4bprDYdrAsHABYL7jnV32p/L+fhradpO2nw+Tt0vPVytvb1yj0T2HB8pBL7u9fcTFhNYuYKzFyEXOOQOnOr5ZyIfIX3lwLT+1abPn5+UhNTUV4eDhuvPFGrFmzxuXrGzZsgMVicdtqa13/V+IacET+w5tr4QVKJrGAIjKCl54DpXYttpKSEowZMwaZmZk4cuQIHn/8ccyePRvbtm1z2S8yMhLl5eUuW3h4uObzEpGPeek5UIGUSSygiIzgpedAqV2Lbc2aNUhISMDy5cvRq1cvTJ8+Hb/+9a+xbNkyl/0sFgtiY2Ndtpacl4h8zEvPgQqkTGIBRWQAb1zC07IWW0FBgdv+I0eORGFhIerr651tly5dQmJiIrp27Yqf/exnOHLkSIvOS0S+5Y1LeIGWSSygiIzQwhGoa9dMq6urczuFlvUhKyoqpPs3NDSgqqoKANCzZ09s2LABO3bswObNmxEeHo4hQ4bgxIkTms9LRD5mcB4BgZdJLKCITCg+Pt5l3bTc3FzFfdWsD6m0/w/bBw8ejAceeAD9+/dHZmYmXn/9dfTo0QN//vOfW3ReIvJPavIICJxM4mMMiIyg9Q6W744pKytDZOT3j3qQLQGiZX3I2NhY6f4hISHo1El+m3hQUBBuvfVW56c9LeclIh/Tkkkq8ggIvEziCBSREVp4CS8yMtJlkwXWD9di+6G8vDxkZGRIu5Wenu62/+7du5GWlobQ0FD5WxECxcXF6NKli+bzEpGPGZxHQOBlEkegiIyg8Q4Wtcc0tRZbTk4Ozpw5g02bNgEAZs6ciRUrViA7OxszZsxAQUEB1q9fj82bNztf86mnnsLgwYPRvXt31NTU4MUXX0RxcTFWrlzZ7PMSkcloySQNGRZImcQCisgA3lpMuKm12MrLy12eg5KcnIydO3di7ty5WLlyJeLi4vDiiy9i3Lhxzn0uXLiA3/zmN6ioqEBUVBQGDhyI/fv347bbbmv2eYnIXLy1mHAgZZJFCCOfHW8uNTU1iIqKwu3pCxASEt70AYA+yyQoXCh1BLt/oaFtsHTfK53k7Ze6yvt3pZuXl3K52F+67yufyJdyQbF8KZeoz93XQ2hzTr7MgtIyE0YsqdDQUIv9BU+jurraZS7AtRp/xro9vgTB4c38GfsBe20tPl/yeJPnIf+nKY9k9JokK8kpESR/bXuYPNTsbeTt9ZL2+nby125oq3ROabNUiMJSLmGKS7nIs0S2lEtQg/w1FJd4UaOZ/x03N4+AlmUS88gzjkD5kiwnFLJQKK2np/AvGGx1/8XvHH5Jum986Dlpe0JIhLS9Xri/dkxItXRfa6i8+KmV14PS96/hYbhEgUOvz8CSGkKpWAhSWiOvWr5/2wb3TzUWSRsAQKHd4lDYX1JAimB5aIhQefAotks+5DKPqBELKCIjeGkOFBFRs3hpDlQgYQFFZABvzYEiImoOb82BCiQsoIiMwvAhIjNhJumKBRSREXgJj4jMhJfwdMcCisgAvIRHRGbCS3j645PIiYiIiFTiCBSREXgJj4jMhJfwdMcCisgAvIRHRGbCS3j6YwFFZASOQBGRmXAESncsoIiMwAKKiMyEBZTuWEARGYCX8IjITHgJT38soHxJ8sNpcch/YoNlK/gCCPlWvjBT3QX3lTePnusi3XdH2C3S9rL609L2WhHq1rbnm97SfS98007aHnFZ2owgyfvUZZFOIvJI+p+lQh4F1cvXwgu6Ui9/7ctX3NrERfnanI5L8nBw1NVJ26X9aCfPneAO10nbRZR83U97O8kKxkrr5nGNvIDDAorICLyER0Rmwkt4umMBRWQEFlBEZCYsoHTHAorIAJwDRURmwjlQ+mMBRWQEjkARkZlwBEp3LKCIDMARKCIyE45A6Y9r4RERERGpxBEoIiPwEh4RmQkv4emOBRSREVhAEZGZsIDSHQsoIgNYvtu0HEdEpDctmcQ88owFFJEROAJFRGbCESjdsYAiMgDvwiMiM+FdePrjXXhEREREKnEEyhsc8maLpLy3NCgsGnxF3m49L293SBa8rLR3ku677YJ8Ic3d7XpK2xsc7nX3pXNtpfuGfylZjBPK/Q6plXxPFL5/psZLeETaKCxgrMgimakTpDA2INsXgFBob1V4CU93LKCIjMLwISIzYSbpigUUkQE4B4qIzIRzoPTHAorICLyER0Rmwkt4umMBRWQAjkARkZlwBEp/vAuPiIiISCWOQBEZgZfwiMhMeAlPdxyBIjJA43C5lk2tVatWITk5GeHh4UhNTcWBAwc87p+fn4/U1FSEh4fjxhtvxJo1a1y+vm7dOmRmZqJDhw7o0KEDRowYgcOHD7vss2jRIlgsFpctNjZWfeeJyCu8lUdA4GQSCygiI4gWbCps3boVc+bMwfz583HkyBFkZmZi9OjRKC0tle5fUlKCMWPGIDMzE0eOHMHjjz+O2bNnY9u2bc599u3bh3vvvRd79+5FQUEBEhISkJWVhTNnzri8Vp8+fVBeXu7cjh49qq7zROQ9XsgjILAyiZfwiIzgpUt4L7zwAqZNm4bp06cDAJYvX45//vOfWL16NXJzc932X7NmDRISErB8+XIAQK9evVBYWIhly5Zh3LhxAIBXX33V5Zh169bh//2//4d3330XU6ZMcbaHhIRw1InIX3jpEl4gZRJHoIgM0NJLeDU1NS5bXV2d2zlsNhuKioqQlZXl0p6VlYWDBw9K+1VQUOC2/8iRI1FYWIj6+nrpMd9++y3q6+vRsWNHl/YTJ04gLi4OycnJmDRpEr744ovmfnuIyMuMziMg8DKJBRSRCcXHxyMqKsq5yT65VVVVwW63IyYmxqU9JiYGFRUV0tetqKiQ7t/Q0ICqqirpMY899hhuuOEGjBgxwtk2aNAgbNq0Cf/85z+xbt06VFRUICMjA+fOnVP7VonI5JqTR0DgZRIv4TVFSMYwdVo3ySJ57aB6+ZhpyLfyBeHCFbpisbvXxiGX3dfHA4CGCvk6drVh8nbZsG7EZfmuSmvetTkvfz/Bde7tFqW1sfRYI0/276uHFl7CKysrQ2RkpLPZarUqHmK55udRCOHW1tT+snYAePbZZ7F582bs27cP4eHhzvbRo0c7/9y3b1+kp6ejW7du2LhxI7KzsxXPTeYlJD8ySj9GIkj+BUeY/L+UIIf7z6/Sz2hwmHz9TKEwGgGLe9ZZwuW/L6JtuLxdsnYoAIjgVjTG0IJLeGryCAicTGIBRWQAixDSArk5xwFAZGSkS2DJREdHIzg42O2TXWVlpdsnukaxsbHS/UNCQtCpk+ti08uWLcOSJUuwZ88e9OvXz2Nf2rVrh759++LEiRMe9yMi39CSSWryCAi8TGpF5TWRiXjhLrywsDCkpqYiLy/PpT0vLw8ZGRnSY9LT09323717N9LS0hAaGupse+655/DHP/4Ru3btQlpaWpN9qaurw/Hjx9GlS5fmvwEi8h4v3IUXaJnEAorIAN56DlR2djZeeuklvPzyyzh+/Djmzp2L0tJSzJw5EwCQk5PjcpfKzJkzcfr0aWRnZ+P48eN4+eWXsX79esybN8+5z7PPPosFCxbg5ZdfRlJSEioqKlBRUYFLly4595k3bx7y8/NRUlKCQ4cO4Z577kFNTQ2mTp3asm8cERnCW8+BCqRM8ptLeM888wzefvttFBcXIywsDBcuXPB1l4iUeekxBhMnTsS5c+ewePFilJeXIyUlBTt37kRiYiIAoLy83OX5K8nJydi5cyfmzp2LlStXIi4uDi+++KLzdmHg6kPwbDYb7rnnHpdzLVy4EIsWLQIAfPnll7j33ntRVVWFzp07Y/DgwXj//fed5w0EzCTyK156jEEgZZLfFFA2mw3jx49Heno61q9f7+vuEJnGrFmzMGvWLOnXNmzY4NY2dOhQfPjhh4qvd+rUqSbPuWXLluZ2r9ViJhHJBUom+U0B9dRTTwGQf/OJzEbr8DdXP/cfzCTyJ1oyiXnkmd8UUFrU1dW5PPCrpqbGh72hgOKlS3jkP5hH5FNeuoQXSFr1JPLc3FyXh3/Fx8f7uksUILy5mDD5B+YR+RLzSH8+LaBkqydfuxUWFmp+/ZycHFRXVzu3srIyHXtP5IEXHmNA+jMyk5hH5FPMI9359BLeww8/jEmTJnncJykpSfPrW63WJp+YSmQUfnrzP0ZmEvOIfI2ZpC+fFlDR0dGIjo72ZReIiJyYSUTUXH4ziby0tBTffPMNSktLYbfbUVxcDAC46aabEBER4dvOaSVZy82i8BFBtkYcoPyJQramXtgl+VpE9jB5uwhWWghL0j+bvCMhtQpr3im0B9VL1sIzar06IwmhbZ09f3yvAapVZtK1FNYvEyHqZn84gtzXt7MorD9naaMwSqfid8MRrLC2nVWhXaEvkKz5J1sz0C9oySTmkUd+U0A9+eST2Lhxo/PvAwcOBADs3bsXw4YN81GviOT4GIPWj5lE/oSPMdCf39yFt2HDBggh3DYGFZkSJ5G3eswk8ivMI935zQgUkT+xOK5uWo4jItKblkxiHnnGAorICHyQJhGZCR+kqTu/uYRHREREZBYcgSIyACeRE5GZcBK5/lhAERmBjzEgIjPhYwx0xwKKyAAcgSIiM+EIlP5YQBEZgZPIichMOIlcdyygiAzAESgiMhOOQOmPd+ERERERqcQRKJOx2OUlv9J6cJY6eXtQvfuCTcEhCutaSdZ7uvri8mbprgoPXJOtbXd1f4X3I2v3x4e5cRI5tQJK675ZFMJBaY08EezebpG0AR5GPZR+NyTr9Sn1W9YPANI17zy9jl/iJHLdsYAiMgAv4RGRmfASnv5YQBEZgZPIichMOIlcdyygiAzAESgiMhOOQOmPBRSRERzi6qblOCIivWnJJOaRR7wLj4iIiEgljkARGYFzoIjITDgHSncsoIgMYIHGOVC694SISFsmMY88YwFFZAQ+B4qIzITPgdIdCygiA/AuPCIyE96Fpz8WUERG4BwoIjITzoHSHQsoIgNYhFBcfqep44iI9KYlk5hHnvExBkREREQqsYDSonEy3rWbkRzyzeIQ0i2oweG2BdfJt5Bau3y70vwtuFa+yfoR1OCApUFIN+n71Is3/80U/r2atam0atUqJCcnIzw8HKmpqThw4IDH/fPz85Gamorw8HDceOONWLNmjds+27ZtQ+/evWG1WtG7d29s3769xeel1kNYFLYgi3SDZBOhwdLNERok38KC5ZtkX6XXlvUDQRbF99OqeCmPgMDJJBZQRAZoHC7XsqmxdetWzJkzB/Pnz8eRI0eQmZmJ0aNHo7S0VLp/SUkJxowZg8zMTBw5cgSPP/44Zs+ejW3btjn3KSgowMSJEzF58mT85z//weTJkzFhwgQcOnRI83mJyLe8kUdAYGWSRYjAuchZU1ODqKgo3J6+ACEh4fqfwOKDjywqSmCh1D89uq3wU6T4C6jnyFJzteBHvaGhFvsLnkZ1dTUiIyMV93P+jP3oSU0/Yw0Ntdj/3uImz9No0KBBuOWWW7B69WpnW69evTB27Fjk5ua67f+HP/wBO3bswPHjx51tM2fOxH/+8x8UFBQAACZOnIiamhq88847zn1GjRqFDh06YPPmzZrOS+4MzyMTUXU3lx7/JanMYn8bbWpuHgEtyyS1eQQEViZxBIrICEqXeZuz4Wro/XCrq6tzO4XNZkNRURGysrJc2rOysnDw4EFptwoKCtz2HzlyJAoLC1FfX+9xn8bX1HJeIvIxg/MICLxMYgFFZIDGZ65o2QAgPj4eUVFRzk32Caqqqgp2ux0xMTEu7TExMaioqJD2q6KiQrp/Q0MDqqqqPO7T+JpazktEvmV0HgGBl0l8jAGRCZWVlbkMmVutVsV9LddcrhBCuLU1tf+17c15TbXnJSL/pCaPgMDJJBZQREZo4VIukZGRTc45iI6ORnBwsNsnrMrKSrdPYo1iY2Ol+4eEhKBTp04e92l8TS3nJSIfa8FSLs3JIyDwMomX8IgMYHFo35orLCwMqampyMvLc2nPy8tDRkaG9Jj09HS3/Xfv3o20tDSEhoZ63KfxNbWcl4h8y+g8AgIvkzgCRWQELy0mnJ2djcmTJyMtLQ3p6elYu3YtSktLMXPmTABATk4Ozpw5g02bNgG4enfLihUrkJ2djRkzZqCgoADr16933skCAI8++ihuv/12LF26FHfddRfeeust7NmzB++9916zz0tEJuOlxYQDKZNYQBEZwUtr4U2cOBHnzp3D4sWLUV5ejpSUFOzcuROJiYkAgPLycpfnoCQnJ2Pnzp2YO3cuVq5cibi4OLz44osYN26cc5+MjAxs2bIFCxYswBNPPIFu3bph69atGDRoULPPS0Qm46W18AIpk/gcKD3xOVDuLx2gz4Eanva45udA7S1couq5K+Sf+BwoBXwOVJO0PAdKSyYxjzzjHCgiIiIilXgJT09Kn5yMHJlSMZJjUTseq1Re+2L0SA0zDKp6aQ4UkT9QNcLDR2EYw0tzoAIJCygiIwhoKzSZV0RkBC2ZxDzyiAUUkQG0LsSp5RgioqZoySTmkWcsoIiMIKDxEp7uPSEi0pZJzCOPWEARGYFzoIjITDgHSne8C4+IiIhIJY5AERnBAW3P1zL7HY5E5J+0ZBLzyCMWUEQG4CRyIjITTiLXHwsoIiNwDhQRmQnnQOmOBRSREVhAEZGZsIDSHQsoIiOwgCIiM2EBpTvehUdERESkEkegvMEXa+Tpwex3YJj50xHvwiMiM+FdeLpjAUVkAN6FR0Rmwrvw9McCisgInANFRGbCOVC6YwFFZASHACwawsfBwCIiA2jJJOaRRyygiIzAESgiMhOOQOmOd+ERERERqeQXBdSpU6cwbdo0JCcno02bNujWrRsWLlwIm83m664RKRDff+JTs4Gf+PwBM4n8D/NIb35xCe+TTz6Bw+HAX/7yF9x00034+OOPMWPGDFy+fBnLli3zdfeI3PESXqvGTCK/w0t4uvOLAmrUqFEYNWqU8+833ngjPv30U6xevZphRebk0PjpjZM2/QIzifyOlkxiHnnkFwWUTHV1NTp27OjrbhDJCcfVTctx5JeYSWRqWjKJeeSRXxZQn3/+Of785z/j+eef97hfXV0d6urqnH+vqakxumtEV/ESXkBpTiYxj8ineAlPdz6dRL5o0SJYLBaPW2FhocsxZ8+exahRozB+/HhMnz7d4+vn5uYiKirKucXHxxv5dojIzxmZScwjotbFpyNQDz/8MCZNmuRxn6SkJOefz549i+HDhyM9PR1r165t8vVzcnKQnZ3t/HtNTY25QktW3Zt9fTxf8MdPQZwD5ZeMzCTT5xG1bpwDpTufFlDR0dGIjo5u1r5nzpzB8OHDkZqaildeeQVBQU0PnlmtVlit1pZ2k0g9XsLzS0ZmEvOIfIqX8HTnF3Ogzp49i2HDhiEhIQHLli3D119/7fxabGysD3tGpEBAYwGle0/IAMwk8jtaMol55JFfFFC7d+/GyZMncfLkSXTt2tXla4IVMpkRR6BaNWYS+R2OQOnOL55E/stf/hJCCOlGZEoOh/aNTI+ZRH6HeaQ7vyigiIiIiMyEBRSREbSsg6f1sl8znT9/HpMnT3beRj958mRcuHChibchsGjRIsTFxaFNmzYYNmwYjh075vz6N998g0ceeQQ333wz2rZti4SEBMyePRvV1dUur5OUlOT2OIDHHnvMiLdJRDLMIye98ogFFJERTFhA3XfffSguLsauXbuwa9cuFBcXY/LkyR6PefbZZ/HCCy9gxYoV+OCDDxAbG4uf/vSnuHjxIoCrk6nPnj2LZcuW4ejRo9iwYQN27dqFadOmub3W4sWLUV5e7twWLFhgyPskIgnmkQs98sgvJpET+R2TPQfq+PHj2LVrF95//30MGjQIALBu3Tqkp6fj008/xc033+x2jBACy5cvx/z58/GLX/wCALBx40bExMTgtddew4MPPoiUlBRs27bNeUy3bt3wzDPP4IEHHkBDQwNCQr6PmPbt2/MONSJfMdFzoFpLHnEEisgAQjg0b0YoKChAVFSUM6wAYPDgwYiKisLBgwelx5SUlKCiogJZWVnONqvViqFDhyoeA1xdEy4yMtIlrABg6dKl6NSpEwYMGIBnnnkGNputhe+KiJqLeaR/HnEEisgIQmj79PbdkPm166S19CGMFRUVuP76693ar7/+elRUVCgeAwAxMTEu7TExMTh9+rT0mHPnzuGPf/wjHnzwQZf2Rx99FLfccgs6dOiAw4cPIycnByUlJXjppZe0vB0iUktLJjGPPOIIFJEJxcfHu6yblpubK91PzdptFskyQUIIafsPXft1pWNqampwxx13oHfv3li4cKHL1+bOnYuhQ4eiX79+mD59OtasWYP169fj3LlzHs9NRL7HPJLjCBSREYTGOVDffeIrKytDZGSks1np015z12776KOP8NVXX7l97euvv3b7RNeocX5ARUUFunTp4myvrKx0O+bixYsYNWoUIiIisH37doSGhnrs0+DBgwEAJ0+eRKdOnTzuS0Q60JJJzCOPWECZjdq7Hvx18eHW/sBBhwOwaJg/8N2cg8jISJfAUtLctdvS09NRXV2Nw4cP47bbbgMAHDp0CNXV1cjIyJAek5ycjNjYWOTl5WHgwIEAAJvNhvz8fCxdutS5X01NDUaOHAmr1YodO3YgPDy8yf4cOXIEAFyCkIgMpCWTmEcesYAiMkILR6D01qtXL4waNQozZszAX/7yFwDAb37zG/zsZz9zueOlZ8+eyM3Nxd133w2LxYI5c+ZgyZIl6N69O7p3744lS5agbdu2uO+++wBc/aSXlZWFb7/9Fn/9619RU1PjnC/RuXNnBAcHo6CgAO+//z6GDx+OqKgofPDBB5g7dy5+/vOfIyEhwZD3S0TXaMEIlN5aSx6xgCIygHA4IDSMQBl11wsAvPrqq5g9e7bzLpaf//znWLFihcs+n376qctD537/+9/jypUrmDVrFs6fP49BgwZh9+7daN++PQCgqKgIhw4dAgDcdNNNLq9VUlKCpKQkWK1WbN26FU899RTq6uqQmJiIGTNm4Pe//71h75WIXGnJJOaRZxYRQIs31dTUICoqCrenL0BISNPDen6Bl/C8oqGhFvsLnnbeEquk8Wfsx20mIsQSpv48woZ/Xdna5HnI/7XKPCKvaG4eAS3LJOaRZ7wLj4iIiEglXsIjMoJDABbzzIEiogCnJZOYRx6xgCIyghAAtNyFx8AiIgNoySTmkUcsoIgMIBwCQsMIVABNSSQiL9KSScwjz1hAERlBOKBtBMq4u16IKIBpySTmkUcsoIgMwBEoIjITjkDpj3fhEREREakUUCNQjdV0Q0Odj3uiIz4Hyisaf2aa+4msQdRpGv5uQL3qY8g/tco8Iq9Qm0eAtkxiHnkWUAXUxYsXAQAHP3jOxz0hf3Xx4kVERUUpfj0sLAyxsbF4r2Kn5nPExsYiLEz9QzjJvzCPqKWayiOg5ZnEPFIWUE8idzgcOHv2LNq3bw+LZOSmpqYG8fHxbitPB4JAfu9A0+9fCIGLFy8iLi4OQUGer3zX1tbCZrNp7ktYWFizFsAk/8Y88iyQ37+eeQS0LJOYR8oCagQqKCgIXbt2bXK/5q483RoF8nsHPL//pj7pNQoPD2fgUJOYR80TyO9fjzwCmElG4SRyIiIiIpVYQBERERGpxALqB6xWKxYuXAir1errrnhdIL93gO+fzCfQfyYD+f0H8nv3JwE1iZyIiIhIDxyBIiIiIlKJBRQRERGRSiygiIiIiFRiAaXgmWeeQUZGBtq2bYvrrrvO190x3KpVq5CcnIzw8HCkpqbiwIEDvu6SV+zfvx933nkn4uLiYLFY8Le//c3XXSKSCqRMCtQ8AphJ/oQFlAKbzYbx48fjt7/9ra+7YritW7dizpw5mD9/Po4cOYLMzEyMHj0apaWlvu6a4S5fvoz+/ftjxYoVvu4KkUeBkkmBnEcAM8mf8C68JmzYsAFz5szBhQsXfN0VwwwaNAi33HILVq9e7Wzr1asXxo4di9zcXB/2zLssFgu2b9+OsWPH+rorRIpaeyYxj77HTDI3jkAFOJvNhqKiImRlZbm0Z2Vl4eDBgz7qFREFIuYR+RMWUAGuqqoKdrsdMTExLu0xMTGoqKjwUa+IKBAxj8ifBFQBtWjRIlgsFo9bYWGhr7vpE9euBi+EkK4QT0T6YSbJMY/IH4T4ugPe9PDDD2PSpEke90lKSvJOZ0wiOjoawcHBbp/uKisr3T4FEpG+mEmumEfkTwKqgIqOjkZ0dLSvu2EqYWFhSE1NRV5eHu6++25ne15eHu666y4f9oyo9WMmuWIekT8JqAJKjdLSUnzzzTcoLS2F3W5HcXExAOCmm25CRESEbzuns+zsbEyePBlpaWlIT0/H2rVrUVpaipkzZ/q6a4a7dOkSTp486fx7SUkJiouL0bFjRyQkJPiwZ0SuAiWTAjmPAGaSXxEkNXXqVAHAbdu7d6+vu2aIlStXisTERBEWFiZuueUWkZ+f7+suecXevXul/85Tp071ddeIXARSJgVqHgnBTPInfA4UERERkUoBdRceERERkR5YQBERERGpxAKKiIiISCUWUEREREQqsYAiIiIiUokFFBEREZFKLKCIiIiIVGIBRURERKQSCygyrf379+POO+9EXFwcLBYL/va3vxl+zjNnzuCBBx5Ap06d0LZtWwwYMABFRUWGn5eIzI15RNdiAUWmdfnyZfTv3x8rVqzwyvnOnz+PIUOGIDQ0FO+88w7++9//4vnnn8d1113nlfMTkXkxj+haXMqF/ILFYsH27dsxduxYZ5vNZsOCBQvw6quv4sKFC0hJScHSpUsxbNgwTed47LHH8O9//xsHDhzQp9NE1CoxjwjgCFTA+/rrrxEbG4slS5Y42w4dOoSwsDDs3r3bhz1r2q9+9Sv8+9//xpYtW/DRRx9h/PjxGDVqFE6cOKHp9Xbs2IG0tDSMHz8e119/PQYOHIh169bp3GsiUsI8+h7zyA/4di1jMoO3335bhIaGig8++EBcvHhR3HTTTeLRRx/1dbdcABDbt293/v3kyZPCYrGIM2fOuOz3k5/8ROTk5Gg6h9VqFVarVeTk5IgPP/xQrFmzRoSHh4uNGze2pOtEpALz6CrmkfmF+LqAI98bM2YMZsyYgfvvvx+33norwsPD8ac//cnX3fLoww8/hBACPXr0cGmvq6tDp06dAACnTp1CcnKyx9d56KGHnHMaHA4H0tLSnJ9+Bw4ciGPHjmH16tWYMmWKAe+CiK7FPGIe+QsWUAQAWLZsGVJSUvD666+jsLAQ4eHhvu6SRw6HA8HBwSgqKkJwcLDL1yIiIgAAN9xwA44fP+7xdTp06OD8c5cuXdC7d2+Xr/fq1Qvbtm3TqddE1BzMI+aRP2ABRQCAL774AmfPnoXD4cDp06fRr18/X3fJo4EDB8Jut6OyshKZmZnSfUJDQ9GzZ89mv+aQIUPw6aefurR99tlnSExMbFFfiUgd5hHzyB+wgCLYbDbcf//9mDhxInr27Ilp06bh6NGjiImJ8Wm/Ll26hJMnTzr/XlJSguLiYnTs2BE9evTA/fffjylTpuD555/HwIEDUVVVhX/961/o27cvxowZo/p8c+fORUZGBpYsWYIJEybg8OHDWLt2LdauXavn2yIiD5hHVzGP/ICvJ2GR782bN08kJSWJ6upqYbfbxe233y7uuOMOX3dL7N27VwBw26ZOnSqEEMJms4knn3xSJCUlidDQUBEbGyvuvvtu8dFHH2k+59///neRkpIirFar6Nmzp1i7dq1O74aImoN59D3mkbnxOVABbt++ffjpT3+KvXv34kc/+hEAoLS0FP369UNubi5++9vf+riHRBQomEfkT1hAEREREanEB2kSERERqcQCioiIiEglFlBEREREKrGAIiIiIlKJBRQRERGRSiygiIiIiFRiAUVERESkEgsoIiIiIpVYQBERERGpxAKKiIiISCUWUEREREQqsYAiIiIiUun/Aw50HESn/25+AAAAAElFTkSuQmCC",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 20\n",
|
||
"separation: 1.1234 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 21\n",
|
||
"separation: 1.1497 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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167BmzRrs378fI0eO7Pb26NqYSeQqrs4kX8ojr7mc1FFTUxMA8No/dVt3hm6VCggIQFJSEoqKiuzai4qKkJqa2q3jf+6557Bq1Sq8++67SE5O7ta2yHnMJOoprs4kX8ojrxmJuZooisjJycHtt9+OhISETvu1trba3dTU3NzsjsNzPTU/UNZDQ5HuZIEfLA7W8xYn9pOTk4OsrCwkJycjJSUFW7ZsQVVVFbKzswEAubm5qKmpwc6dO23rlJeXAwAuXryI06dPo7y8HAEBARg+fDiAK0O2S5YswWuvvYbY2FjbmVVgYCACAwOdOEpyhpJM8tk8oh7njkzylTzyyiLm8ccfx+eff44PP/ywy355eXlYsWKFm46KvJXoxNCt6GB/AMjMzMSZM2ewcuVK1NXVISEhAYWFhYiJiQFw5WVSHd/RkJiYaPvv0tJSvPbaa4iJiUFlZSWAKy+rMplMmDZtmt16y5Ytw/Llyx0+RnKOkkxiHpFS7sgkX8kjr3tPzB//+Ee88cYb+OCDDxAXF9dlX7kzn+joaO9/L4Oa/5d5eCTGmffE/L8vBqGPg+9kuHTBijtHVDn0nhjyTUozyWfziDrl7HtimEnKec1IjCiK+OMf/4i9e/fi4MGD1yxggCt3ZV/raRGi7jwJQNrlaCYxj0gpZpJyXlPEzJ07F6+99hrefPNNBAUF2a61hYSEoFevXh4+OvJmFtEPFtHB688qHgwj92Amkaswk5TzmqeTNm3ahKamJowbNw6RkZG2paCgwNOHRl7OCgFW+Dm4aPOsh/6DmUSuwkxSzmtGYrzs1h3yIhy6JWcwk8hVmEnKeU0RQ+Qqzg3d8h8wInINZpJyLGJI86xOTGOv1aFbInI9ZpJyLGJI86xOvFjKCm2e9RCR6zGTlGMRQ5rHoVsiUhNmknJe83QSERER0dU4EuMpvlo1K/1cKppjqf0RRcfW8dH/f0Su4upTZquLt+9GzCTlWMSQ5llEARYH5x1xtD8RkVLMJOVYxJDmOTdjrDbPeojI9ZhJyrGIIc2zin6wOngTndVXLwcSkccxk5RjEUOax7MeIlITZpJyLGJI86xw/HqyD91DSEQqw0xSjkUMaZ5zTwLw7QRE5BrMJOW0+amJiIjI63EkhjTPubdjsv4nItdgJinHIoY0j5OtEZGaMJOUYxFDmsezHiJSE2aScixiSPOce5xRm4FBRK7HTFKORYw79PBLiASlm3P1y48Uzn8k+6Rgx2Pz4FxKVlGA1dHHGTX6im/SOJl/J0Wlf7sduileTyHBTybvZJoEuVxU2fPJzCTlWMSQ5lmdOOvR6uOMROR6zCTlWMSQ5jn3im9tBgYRuR4zSTltfmoiIiLyeixiSPMsEJxanJGfn4+4uDgYjUYkJSXh8OHDnfatq6vDww8/jKFDh8LPzw8LFiyQ7bdnzx4MHz4cBoMBw4cPx969e506NiJSB3dlki/kEYsY0rz2oVtHF0cVFBRgwYIFWLx4McrKypCWloaMjAxUVVXJ9m9tbUX//v2xePFi3HzzzbJ9SkpKkJmZiaysLHz22WfIysrCAw88gI8//tjh4yMidXBHJvlKHgmiqJ35u5ubmxESEoI7UpfA39/ovh3z6aQe29a1mM0t+KB4FZqamhAcHNxl3/bfh6Uf3wVjoN6h/bRcbMPK0fsV7afd6NGjMWrUKGzatMnWFh8fjylTpiAvL6/LdceNG4dbbrkFGzZssGvPzMxEc3Mz/vnPf9raJk6ciNDQUOzatUv5ByK381gedYean06SyzsPP53kSB4B7s0kX8kjjsSQ5rnjrMdkMqG0tBTp6el27enp6SguLnb62EtKSiTbnDBhQre2SUSe5epM8qU84tNJpHndeTtmc3OzXbvBYIDBYJD0b2xshMViQXh4uF17eHg46uvrHTzi/6ivr+/xbRKRZ7k6k3wpjzgSQ5on/nueEkcW8d9j49HR0QgJCbEt1xqGFToMoYuiKGlzlCu2SUSe465M8oU84kgMaV53znqqq6vtrj/LjcIAQFhYGHQ6neSMpKGhQXLm4oiIiIge3yYReZarM8mX8ogjMT1NFKWLQoIos1hFyQKZRbBYpYvZfvFrk1lMFqcXoU26yB6bzOfqyZ+bJwUHB9stnRUxAQEBSEpKQlFRkV17UVERUlNTnd5/SkqKZJv79u3r1jZJg/yki6gTJItV5ydZZPsF+EkWi0Fnvxj9pEsv6WLurZMssut23L5BJ3tsop90kXx+L6Ykk3wpjzgSQ5rnrnlKcnJykJWVheTkZKSkpGDLli2oqqpCdnY2ACA3Nxc1NTXYuXOnbZ3y8nIAwMWLF3H69GmUl5cjICAAw4cPBwDMnz8fd9xxB9auXYt7770Xb775Jvbv348PP/zQ4eMjInVwRyb5Sh6xiCHNc9eMsZmZmThz5gxWrlyJuro6JCQkoLCwEDExMQCuvEyq4zsaEhMTbf9dWlqK1157DTExMaisrAQApKamYvfu3Xj66aexZMkSDBkyBAUFBRg9erTDx0dE6uCOTPKVPGIRQ5rnzhlj58yZgzlz5sh+b8eOHZI2Ja9xmjZtGqZNm+bU8RCR+rgrk3whj1jEkOZZ4efwDLBanTGWiFyPmaQcixjSPIsowOLgWYyj/YmIlGImKccihjTPnZeTiIiuhZmkHIsY0jzRiWkERCcmgCQiUoKZpByLGNI8Z6axd2baeyIiJZhJymmzdCMiIiKvx5EY0rwrLxZ29Pqziw6GiDSPmaQcixjSPEensW9fh4jIFZhJyrGI6S4n5/iRnT9IppQWLFZpm1zJbZFb12L/tVm6LchsX5af9KxA1OucboPO/g9O9qRD7mfrgtlQ22eBdXQdIm8k6mR+d2WarDL9RH/pP5RWf2k/a4BMW4d+Fr3MPmW2JXdsgkxs6VqleeHfIl1Z1yJdWWeybxMgkz0Ko7InMJOUYxFDmsd3MhCRmjCTlGMRQ5rHoVsiUhNmknIsYkjzrHDixVIaHbolItdjJinHIoY0T3Ti+rOo0cAgItdjJimnzfEnIiIi8nociSHN4zwlRKQmzCTlWMSQ5vEmOiJSE2aScixiSPN41kNEasJMUo5FDGkeXyxFRGrCTFLOq8afPvjgA0yePBlRUVEQBAFvvPGGpw+JfED7WY+jC2kb84hchZmknFcVMZcuXcLNN9+MjRs3evpQyIcwMMgZzCNyFWaScl51OSkjIwMZGRmePgyHKZ0nyU9ubiOZNqHNItNmlraZ2uwbOn4NQJRpg1W6ffhLf1X8jAbp9vr0km5OujWIHeZAEuTmZnLT3ySvP5MzvCKPZE5TRbm/Nbn5j/TSNrNRukGzUaZfL5m23vZtbX2kx2YxSttEnUxWtkm3r78gbTOck7YZz0vbOma0n0kmd+XmU3IRZpJyXjUSQ0RERNTOq0ZiHNXa2orW1lbb183NzR48GlIrnvWQOzCPSClmknI+PRKTl5eHkJAQ2xIdHe3pQyIVEvGfpwGULu4bWCZfwTwipZhJyvl0EZObm4umpibbUl1d7elDIhXiTXTkDswjUoqZpJxPX04yGAwwGKQ3nxJdjUO35A7MI1KKmaScV43EXLx4EeXl5SgvLwcAVFRUoLy8HFVVVZ49MPJq7jzryc/PR1xcHIxGI5KSknD48OEu+x86dAhJSUkwGo0YPHgwNm/eLOmzYcMGDB06FL169UJ0dDQWLlyIlpYWp46PlGMekau4K5N8IY+8qog5evQoEhMTkZiYCADIyclBYmIili5d6uEjI2/mrsAoKCjAggULsHjxYpSVlSEtLQ0ZGRmd/qNXUVGBSZMmIS0tDWVlZXjqqacwb9487Nmzx9bn1VdfxaJFi7Bs2TIcP34c27ZtQ0FBAXJzc53+eZAyzCNyFXdkkq/kkVddTho3bhxEUau3L5GriKIA0cEAcLQ/AKxfvx4zZ87ErFmzAFw5Y3nvvfewadMm5OXlSfpv3rwZgwYNwoYNGwAA8fHxOHr0KNatW4epU6cCAEpKSjBmzBg8/PDDAIDY2Fg89NBD+OSTTxw+PnIM84hcxR2Z5Ct55FUjMURq09zcbLdc/Qjt1UwmE0pLS5Genm7Xnp6ejuLiYtl1SkpKJP0nTJiAo0ePoq3tyksKb7/9dpSWltpC4vvvv0dhYSHuvvvu7n40IvJCSjLJl/KIRQxpnqOPMl49OVt0dLTdY7NyZzAA0NjYCIvFgvDwcLv28PBw1NfXy65TX18v299sNqOxsREA8OCDD2LVqlW4/fbbodfrMWTIEIwfPx6LFi3q7o+FiDzE1ZnkS3nkVZeTPE7B0LHsFAMy6wkWmZfxWxVOMSAzVYDQapLu9nJLh68vS3f5k8wNVzLTDghy0w4EBUn7+UnrYsFfpk1n3yb66aTHIUfu/4HQvbvyu/MkQHV1NYKDg23t13r6ROhwrKIoStqu1f/q9oMHD+KZZ55Bfn4+Ro8ejZMnT2L+/PmIjIzEkiVLlH8g8g0d/tSUTjFgCZCZTqC3tM3UR7puW5C0zRQiPbTWUPt8s4ZKc6xPiDSPegVI+11u1UvaLpyWzmNgrpbmliBKP5dfm32uCGaZzJbLHrk5VXqAuzLJF/KIRQxpXneuPwcHB9sFRmfCwsKg0+kkZzkNDQ2Ss5t2ERERsv39/f3Rr18/AMCSJUuQlZVlu649YsQIXLp0Cb///e+xePFi+MkUlUSkbq7OJF/KIyYcaZ47ngQICAhAUlISioqK7NqLioqQmpoqu05KSoqk/759+5CcnAy9/sqZ6OXLlyXBoNPpIIoibzol8lKuziRfyiOOxJDmuevppJycHGRlZSE5ORkpKSnYsmULqqqqkJ2dDeDKG11ramqwc+dOAEB2djY2btyInJwczJ49GyUlJdi2bRt27dpl2+bkyZOxfv16JCYm2oZvlyxZgnvuuQc6ncJLdESkKu7IJF/JIxYxpHmiEyMrzhQxmZmZOHPmDFauXIm6ujokJCSgsLAQMTExAIC6ujq7dzTExcWhsLAQCxcuxIsvvoioqCi88MILtscZAeDpp5+GIAh4+umnUVNTg/79+2Py5Ml45plnHD4+IlIHd2SSr+SRIGpozLm5uRkhISG4I3UJ/P2Njm+gJ2/sNcvcxCtzs6/Q6mU39l4nvRZrDeolbTPa35gn6qVVuuK/yatuNjObW/BB8So0NTVd87pw++9D4t9zoOvt2OvgLZdbUTZtvaL9EMnpdh7JUXBjr1UvvYvAF27svSxzY28vmRt7A2ukedyr0T7z/C9LM9BP9mEMadPVHMkjgJnkDI7EkOZZIUCAg08CONifiEgpZpJyvLGXiIiIvBJHYkjz3HVjLxGREswk5VjEkOZZRQECp70nIpVgJinHIoY0TxQV3bMtWYeIyBWYScqxiCHN49AtEakJM0k5FjFqJ3frtdzcFjJtHecngszLhgSZNlGUeW5Q8N17wBkY5KtEmVyw6mTmTjLIPDrdS+bR6WBpW2tf6X5b+5slbb3DL9l9PSKiTtLntuu+l7RF689K2mrbQiVt74QmSNpOiAMlbfpL0n/2Ai7afy6dSebvW/rUtcswk5RjEUOax+vPRKQmzCTlWMSQ5vH6MxGpCTNJOd+9RkBEREQ+jSMxpHlXznocvf7sooMhIs1jJinHIoY0jzfREZGaMJOUYxFDmif+e3F0HSIiV2AmKccihjSPZz1EpCbMJOVYxBDxtIeI1ISZpBiLGCInznqg0bMeInIDZpJiLGJI8/hOBiJSE2aScnxPDBEREXkljsQ4Qm7Oog7lr+yIntx6epk5i/xlasoA6f8iwaiXtom9pOta7edAEizSUl2wSudJkh2UlJuDxU/meGU+g1Xuc/nZb0/xSKjcz7KbeBMd+QrJXEmyeSSznsx8StYAaT+LUaatlzRX/ILaJG3XX9dk97XcPEmTA7+UtA3RB0rafjDXStrOmvtI2r6/LkzSZu4lzVSL/tp5JDcPleCiG1GYScqxiCESBcevJ2s0MIjIDZhJirGIIc3j9WciUhNmknIsYoj4OCMRqQkzSTEWMaR5vP5MRGrCTFKORQwRoNmzGCJSKWaSIixiSPN41kNEasJMUo7viSESnVyckJ+fj7i4OBiNRiQlJeHw4cNd9j906BCSkpJgNBoxePBgbN68WdLn/PnzmDt3LiIjI2E0GhEfH4/CwkLnDpCIPM9NmeQLecQihshNCgoKsGDBAixevBhlZWVIS0tDRkYGqqqqZPtXVFRg0qRJSEtLQ1lZGZ566inMmzcPe/bssfUxmUz45S9/icrKSvz973/HiRMnsHXrVgwcONBdH4uIvJCv5BEvJxFBQCev+LvGOo5Zv349Zs6ciVmzZgEANmzYgPfeew+bNm1CXl6epP/mzZsxaNAgbNiwAQAQHx+Po0ePYt26dZg6dSoA4K9//SvOnj2L4uJi6PVXXoIYExPj8LERkZq4PpN8JY84EkPkhqFbk8mE0tJSpKen27Wnp6ejuLhYdp2SkhJJ/wkTJuDo0aNoa7vyRtS33noLKSkpmDt3LsLDw5GQkIA1a9bAYrE4doBEpB4uziRfyiOOxBB1450Mzc3Nds0GgwEGg0HSvbGxERaLBeHh4Xbt4eHhqK+vl91FfX29bH+z2YzGxkZERkbi+++/x/vvv4/p06ejsLAQ3333HebOnQuz2YylS5c6+KGISBVcnEm+lEcsYrqr43waMmNbop/MvCRybXq5eYek/SwGmbYAaZvZaN9m7iWznsxcKKLcb4V0iiX4X5a2GZqlHQMuSNv8L9lX5n5mmXmdZOZ6coluvOI7OjrarnnZsmVYvnx5p6sJHX5fRFGUtF2r/9XtVqsVAwYMwJYtW6DT6ZCUlITa2lo899xzLGI0SOg4l5vC32vBKvf3J13XzyyzrkybtUUaIk2t9mFT3dJX0udfhlDpPnFO0vajRTpX3GlTkKTN3Cadoy5AJssEmTaPclMm+UIesYghzevOK76rq6sRHBxsa5cbhQGAsLAw6HQ6yVlOQ0OD5OymXUREhGx/f39/9OvXDwAQGRkJvV4Pne4/YR0fH4/6+nqYTCYEBMjM4kdEqubqTPKlPOI9MUTduP4cHBxst3RWxAQEBCApKQlFRUV27UVFRUhNTZVdJyUlRdJ/3759SE5Ott00N2bMGJw8eRLWq2Yj//bbbxEZGckChshbuTiTfCmPWMQQtQ/dOro4KCcnBy+99BL++te/4vjx41i4cCGqqqqQnZ0NAMjNzcWMGTNs/bOzs3Hq1Cnk5OTg+PHj+Otf/4pt27bhiSeesPV57LHHcObMGcyfPx/ffvst3nnnHaxZswZz587t/s+FiDzDDZnkK3nEy0lEbpKZmYkzZ85g5cqVqKurQ0JCAgoLC22PINbV1dm9oyEuLg6FhYVYuHAhXnzxRURFReGFF16wPc4IXLn+vW/fPixcuBAjR47EwIEDMX/+fDz55JNu/3xE5D18JY9YxJDmCeKVxdF1nDFnzhzMmTNH9ns7duyQtI0dOxbHjh3rcpspKSk4cuSIcwdERKrjrkzyhTxiEUPEae+JSE2YSYqxiCHqxuOMREQ9jpmkGIsYIp71EJGaMJMUYxFDxMAgIjVhJinGIoaIgUFEasJMUoxFTHd1eNOO7BQDMtMJWAzStrbe0jZToHR7bUHSNtN10kNr7Wv/an9dWKukz4C+zZK2UONPkrZLbdIXFVWflr4i/HKF9HXggaekr/7u02D/tf6CdIKwjq9QByA7/UG38foz+Si5vyG5KT50rdI2/SVpm9yvvdz0BDqTXtLW8FM/u6/fOh8o6XOkb6ykrTt5pK+WvujNcE76ufxb7YNFdhoUR1+h2x3MJMX4sjsiIiLySl5XxOTn5yMuLg5GoxFJSUk4fPiwpw+JvFz7OxkcXYgAZhL1PGaScl5VxBQUFGDBggVYvHgxysrKkJaWhoyMDLu3ChI5rBvzlJC2MZPIJZhJijlVxPziF7/AihUrJO3nzp3DL37xi24fVGfWr1+PmTNnYtasWYiPj8eGDRsQHR2NTZs2uWyfRKRunsojgJlE5GlOFTEHDx7Exo0bMWXKFFy6dMnWbjKZcOjQoR47uKuZTCaUlpYiPT3drj09PR3FxcWy67S2tqK5udluIepIgBNDt54+aLLxRB61b9+RTGIekVLMJOWcvpy0f/9+1NfX47bbbkNlZWUPHpK8xsZGWCwWhIeH27WHh4ejvr5edp28vDyEhITYlujoaJcfJ3khN81iTa7j7jwCHM8k5hEpxkxSzOkiJjIyEocOHcLIkSNx66234uDBgz14WJ0TBPv/UaIoStra5ebmoqmpybZUV1e74xDJ2/D6s9fzVB4ByjOJeUSKMZMUc+o9Me1/oAaDAa+++ipWr16NiRMnunS67bCwMOh0OskZTkNDg+RMqJ3BYIDBIH1PAJEdvljKq3kijwDHM4l5RIoxkxRzaiRG7PDSn6effhqvvvoqnn/++R45KDkBAQFISkpCUVGRXXtRURFSU1Ndtl8iUjdP5BHATCJSA6dGYioqKtC/f3+7tqlTp2LYsGE4evRojxyYnJycHGRlZSE5ORkpKSnYsmULqqqqkJ2d7bJ9ku9z5h0LWn0ngxp5Ko8AZhK5BjNJOaeKmJiYGNn2m266CTfddFO3DqgrmZmZOHPmDFauXIm6ujokJCSgsLCw0+MhUoRDt17NU3kEMJPIRZhJinnd3Elz5szBnDlzPH0YnRJlbuiz+kvbLAaZOZH6yM2JJG1r6Sf9bW3rb5a0hQ88Z/f1mPDvJX0mhHwhafuZ/pyk7UeLdE6kV66TDpkXmqX/aLQ2GyVthib7K5m6n6STIsnNySK44i+VgUHdoKpM6vBnJPf34tcm97cm10/apr8kk2XnZdp+lLaZjfZ/8+ZevSV9Lhilbc1y/0rJzKEWdFnaZmiWdgy4IG3zv2Q/d5vcz8Ml87Z1hpmkmNcVMUQ9jUO3RKQmzCTlWMQQccZYIlITZpJiLGKIOHRLRGrCTFKMRQxpHoduiUhNmEnKsYgh4lkPEakJM0kxp6cdICIiIvIkjsQQOTF0q9WzHiJyA2aSYixiiDh0S0RqwkxSjJeTiNw4Y2x+fj7i4uJgNBqRlJSEw4cPd9n/0KFDSEpKgtFoxODBg7F58+ZO++7evRuCIGDKlCnOHRwRqYObMskX8ohFDGle+5MAji6OKigowIIFC7B48WKUlZUhLS0NGRkZqKqqku1fUVGBSZMmIS0tDWVlZXjqqacwb9487NmzR9L31KlTeOKJJ5CWlub4gRGRqrgjk3wlj1jEELnJ+vXrMXPmTMyaNQvx8fHYsGEDoqOjsWnTJtn+mzdvxqBBg7BhwwbEx8dj1qxZePTRR7Fu3Tq7fhaLBdOnT8eKFSswePBgd3wUIvJyvpJHvCemmyRzJSl8aaLoJ+0o6qT9rDL/h0SZNj+jdO6kEEOL3dfRxrOSPkNk5kmK0wdK2vTCRUlb/4ALkjZ/vUXSJsqUynJtHtON68/Nzc12zQaDAQaDQdLdZDKhtLQUixYtsmtPT09HcXGx7C5KSkqQnp5u1zZhwgRs27YNbW1t0Ov1AICVK1eif//+mDlz5jWHg8nHiR1+kaV/jvLzJMn8/ut+kmaK3N+JYJGZi0nu78lq309+fiKFExTJzFEn+smEir+0zSrThg55rPjltzLH0SNcnEm+lEdq+qeEyCO6M3QbHR2NkJAQ25KXlye7j8bGRlgsFoSHh9u1h4eHo76+Xnad+vp62f5msxmNjY0AgI8++gjbtm3D1q1bu/lTICK1cHUm+VIecSSGqBuqq6sRHBxs+1puFOZqQoczN1EUJW3X6t/efuHCBfzmN7/B1q1bERYW5uihE5EPciSTfCGPWMQQAU4/bRQcHGwXGJ0JCwuDTqeTnOU0NDRIzm7aRUREyPb39/dHv3798NVXX6GyshKTJ0+2fd/67+F4f39/nDhxAkOGDHH0IxGRGrgwk3wpj3g5icgNjzMGBAQgKSkJRUVFdu1FRUVITU2VXSclJUXSf9++fUhOToZer8ewYcPwxRdfoLy83Lbcc889GD9+PMrLyxEdHe3YQRKROrg4k3wpjzgSQ5rnrsnWcnJykJWVheTkZKSkpGDLli2oqqpCdnY2ACA3Nxc1NTXYuXMnACA7OxsbN25ETk4OZs+ejZKSEmzbtg27du0CABiNRiQkJNjt47rrrgMASTsReQ93ZJKv5BGLGKJuPAngiMzMTJw5cwYrV65EXV0dEhISUFhYiJiYGABAXV2d3Tsa4uLiUFhYiIULF+LFF19EVFQUXnjhBUydOtXxnROR93BDJvlKHrGIIc1z57T3c+bMwZw5c2S/t2PHDknb2LFjcezYMcXbl9sGEXkXd2WSL+QRixgiN43EEBEpwkxSjEUMEQODiNSEmaQYn04iIiIir8SRmG4SOrzmW5R7X7Xsq7plXv1tkq6ra5E0QfeTtJ/5gl7S9sP5ELuvjxiVzWMRrZdOT1DbFiNpKzkTJ2lrOy99sVKvn6T70LXZf36567kdf7au4s57Yoh6jIK/D9nfU5n1BLPM1AFy0wm0SecxEFql0xMIrSbpflta7Q/jsjQYrD9JA080t0m37y/NO7/APtJ+10nflyIE9ZLu19hhe3rpHDCyUxHI/T/ogakImEnKsYgh4tAtEakJM0kxFjFEDAwiUhNmkmIsYkjzOHRLRGrCTFKORQwRz3qISE2YSYqxiCHN41kPEakJM0k5FjFEPOshIjVhJinG98QQERGRV+JIDBHPeohITZhJirGIIc0T/r04ug4RkSswk5RjEUPEsx4iUhNmkmIsYkjz+CQAEakJM0k5FjE9TG6+Hz+ZeZJ0rdI2vU7aJsrcei3ITOLhZ5b+r2xpCbL7+uNmo6TPlyGRkrZeAdK5Si63SucquXxaOldJrx+kx2E4L/P5WzrMnWT24F8gz3qIlJFOpyQ/f5BMm9hhLibRIp2HSa5NfvtyB+JDmEmKsYghAjQbAESkUswkRVjEkOZx6JaI1ISZpByLGCIO3RKRmjCTFOPL7oiIiMgrcSSGNI9Dt0SkJswk5VjEEHHolojUhJmkGIsY0jye9RCRmjCTlGMRQ8SzHiJSE2aSYixiiBgYRKQmzCTF+HQSaV770K2jizPy8/MRFxcHo9GIpKQkHD58uMv+hw4dQlJSEoxGIwYPHozNmzfbfX/r1q1IS0tDaGgoQkNDcdddd+GTTz5x7uCISBXclUm+kEcsYohEJxcHFRQUYMGCBVi8eDHKysqQlpaGjIwMVFVVyfavqKjApEmTkJaWhrKyMjz11FOYN28e9uzZY+tz8OBBPPTQQzhw4ABKSkowaNAgpKeno6amxvEDJCJ1cEMm+UoeCaIoNzGFb2pubkZISAjuSF0Cf3/pPEI9QqYstOqkjaK/dP4jq17aZjZK1zUbZfr1kmnrbd/WJp3qCBaZH4MoM4eTX5t0+/oL0nUN56TrGs9L5znRX7KfI8XPJO0jyMw5dS1mcws+KF6FpqYmBAcHd9m3/ffh5hlroAtw7PfBYmrBZzufUrSfdqNHj8aoUaOwadMmW1t8fDymTJmCvLw8Sf8nn3wSb731Fo4fP25ry87OxmeffYaSkhL547JYEBoaio0bN2LGjBkOfSZyL5fkkYI4lz1jt8r8zZtl5ieSaRPapPMdCW1maZupw5xsHb8GIMq0wSozn5K/9E4IwWiQbq9PL+nmeknngbMGdNienzTvZKasAwS5xv9wJI8A92aSr+QRR2JI8wRRdGpxhMlkQmlpKdLT0+3a09PTUVxcLLtOSUmJpP+ECRNw9OhRtLXJhD2Ay5cvo62tDX379nXo+IhIPVydSb6UR7yxl6gbN9E1NzfbNRsMBhgM0jPCxsZGWCwWhIeH27WHh4ejvr5edhf19fWy/c1mMxobGxEZKZ2BfNGiRRg4cCDuuusuRz4NEamJizPJl/KIIzGked25iS46OhohISG2RW4Y1m5fHYafRVGUtF2rv1w7ADz77LPYtWsXXn/9dRiNLrpcSkQu565M8oU88pqRmGeeeQbvvPMOysvLERAQgPPnz3v6kMhXdOOsp7q62u76s9woDACEhYVBp9NJznIaGhokZzftIiIiZPv7+/ujX79+du3r1q3DmjVrsH//fowcOdLBD0POYCaRy7g4k3wpj7xmJMZkMuH+++/HY4895ulDIR/TnbOe4OBgu6WzIiYgIABJSUkoKiqyay8qKkJqaqrsOikpKZL++/btQ3JyMvT6/9yc+Nxzz2HVqlV49913kZyc3I2fBDmCmUSu4upM8qU88pqRmBUrVgAAduzY4dkDId/TjbMeR+Tk5CArKwvJyclISUnBli1bUFVVhezsbABAbm4uampqsHPnTgBX7vzfuHEjcnJyMHv2bJSUlGDbtm3YtWuXbZvPPvsslixZgtdeew2xsbG2M6XAwEAEBgY6fpCkGDOJXMYNmeQreeQ1RYwzWltb0draavu64w1PRID75inJzMzEmTNnsHLlStTV1SEhIQGFhYWIiYkBANTV1dm9oyEuLg6FhYVYuHAhXnzxRURFReGFF17A1KlTbX3y8/NhMpkwbdo0u30tW7YMy5cvd/wgyWWYR6SUOzLJV/LIp4uYvLw829kSkRrMmTMHc+bMkf2e3Bn92LFjcezYsU63V1lZ2UNHRq7GPCK18YU88ug9McuXL4cgCF0uR48edXr7ubm5aGpqsi3V1dU9ePTkM9z0xl5SP1dmEvOIFGMmKebRkZjHH38cDz74YJd9YmNjnd5+Z+/sIOpIq9PYkz1XZhLziBzBTFLGo0VMWFgYwsLCPHkIPU/mTd2CzG+j0CbzG2qVebW/zBu3da0y/X6Smcag2b7NIn3bNqwy0x9ArknmteS6Vmmbf4v0B6CTafNrs29z9A24PUoUFb2uXbIO+RyfzKQO5F6fL8i8Zt/qLx2ol32FiE7mFf16nXRdg/0/N4JZpqCzyASoHLnjldmn3HHItXXcnuwUA+7ETFLMa+6JqaqqwtmzZ1FVVQWLxYLy8nIAwA033MCnMKhb3HVjL/kWZhK5CjNJOa8pYpYuXYqXX37Z9nViYiIA4MCBAxg3bpyHjop8gpsesSbfwkwil2EmKeY1L7vbsWMHRFGULAwL6i7B6txC2sZMIldhJinnNSMxRC7Dsx4iUhNmkmJeMxJDREREdDWOxJDm8SY6IlITZpJyLGKI+DgjEakJM0kxFjGkeTzrISI1YSYpxyKGiDfREZGaMJMUYxFDmsezHiJSE2aScixiiHj9mYjUhJmkGIsYNxAsMr9cMg+3+8l0E61y8w7J9DPJzF/ScT4QuQfqZeYIEWUmSJGbO0nu5Uod50TqfN0ObR58URPPeshndPzbVfgPm9L5lERBGiJyuxD8pY2i1X5d2b+hbvxD3DHvAEDUyQWt3OdSsAPZiaNcg5mkHIsYIl5/JiI1YSYpxpfdERERkVfiSAxpHoduiUhNmEnKsYghsopXFkfXISJyBWaSYixiiHj9mYjUhJmkGIsY0jwBTgzduuRIiIiYSY5gEUPEdzIQkZowkxRjEUOax5voiEhNmEnKsYgh4vVnIlITZpJifE8MEREReSWOxJDmCaIIwcHryY72JyJSipmkHEdiPMUqXQSLKFn8LFbJItvPZJUsulaL/dJilS4/SRf/yxbJIrtux+23WmSPTbBKF8nn9ySZ/xeKFifk5+cjLi4ORqMRSUlJOHz4cJf9Dx06hKSkJBiNRgwePBibN2+W9NmzZw+GDx8Og8GA4cOHY+/evc4dHPkeQZAuComCzOInSBbILKLOT7r42y9WvcwSoHN6EfXSRfbYZD5XT/7ceoSbMskX8ohFDGle+1mPo4ujCgoKsGDBAixevBhlZWVIS0tDRkYGqqqqZPtXVFRg0qRJSEtLQ1lZGZ566inMmzcPe/bssfUpKSlBZmYmsrKy8NlnnyErKwsPPPAAPv74Y6d/HkTkWe7IJF/JI0EUtTMG1dzcjJCQENyRugT+/kZPH44yMmWm3CzTsjpOaNvDZxOyfzRyM9rK9XPR6IvZ3IIPilehqakJwcHBXfa1/T7cvtTh3wezuQUffLhS0X7ajR49GqNGjcKmTZtsbfHx8ZgyZQry8vIk/Z988km89dZbOH78uK0tOzsbn332GUpKSgAAmZmZaG5uxj//+U9bn4kTJyI0NBS7du1y6DORe3ksj3o48hU/FePqf2oU5ps7Z6x2JI8A92aSr+QRR2KI2t/J4OiCK6Fz9dLa2iq7C5PJhNLSUqSnp9u1p6eno7i4WHadkpISSf8JEybg6NGjaGtr67JPZ9skIi/g4kzypTxiEUOa1/5OBkcXAIiOjkZISIhtkTuDAYDGxkZYLBaEh4fbtYeHh6O+vl52nfr6etn+ZrMZjY2NXfbpbJtEpH6uziRfyiM+nUTUjbdjVldX2w3dGgyGLlcTOgxTi6IoabtW/47tjm6TiFTOTZnkC3nEIoaoG4KDgxVdfw4LC4NOp5OckTQ0NEjOXNpFRETI9vf390e/fv267NPZNonItynJJF/KI15OIs0TrM4tjggICEBSUhKKiors2ouKipCamiq7TkpKiqT/vn37kJycDL1e32WfzrZJROrn6kzypTziSAyRmyZby8nJQVZWFpKTk5GSkoItW7agqqoK2dnZAIDc3FzU1NRg586dAK7c+b9x40bk5ORg9uzZKCkpwbZt2+zu8p8/fz7uuOMOrF27Fvfeey/efPNN7N+/Hx9++KHDx0dEKuGGTPKVPGIRQ+SmeUoyMzNx5swZrFy5EnV1dUhISEBhYSFiYmIAAHV1dXbvaIiLi0NhYSEWLlyIF198EVFRUXjhhRcwdepUW5/U1FTs3r0bTz/9NJYsWYIhQ4agoKAAo0ePdvwAiUgd3JBJvpJHfE+M2vE9MQ5x5j0x45OfcuqdDAeOrnHoPTFEV+N7YnqYD70nhpmkHEdi1E7mH3tBacndoQBSvJ5Snp4uoKe46XISkSrI/QPdjd9nRUVBZ/tVC7UdGzNJMRYxRCIcL8i0mRdE5A7MJMVYxJDmccZYIlITZpJyLGKIRDgxdOuSIyEiYiY5gO+JISIiIq/EkRgi3kRHRGrCTFKMRQyRFZLH0RWtQ0TkCswkxVjEkObxJjoiUhNmknIsYog4dEtEasJMUoxFDBEDg4jUhJmkGIsYIgYGEakJM0kxFjFEvImOiNSEmaQYixhfptFfaiJyUHfmDlLzCIDa5kSiHscihjSPTwIQkZowk5RjEUPE689EpCbMJMVYxBBZRUBwMACs2gwMInIDZpJiLGKIeNZDRGrCTFKMRQwRnAgMrU4ZS0RuwExSikUMEc96iEhNmEmK+Xn6AJSorKzEzJkzERcXh169emHIkCFYtmwZTCaTpw+NfIFVdG4hzWImkUsxkxTzipGYb775BlarFX/5y19www034Msvv8Ts2bNx6dIlrFu3ztOHR0Qaw0wiUgevKGImTpyIiRMn2r4ePHgwTpw4gU2bNjEwqPtE65XF0XVIs5hJ5FLMJMW8ooiR09TUhL59+3bZp7W1Fa2trbavm5ubXX1Y5I14/Zl6wLUyiXlEijGTFPOKe2I6+te//oX//d//RXZ2dpf98vLyEBISYluio6PddITkVXj9mbpJSSYxj0gxZpJiHi1ili9fDkEQulyOHj1qt05tbS0mTpyI+++/H7Nmzepy+7m5uWhqarIt1dXVrvw45K3az3ocXcjnuDKTfDaPBEG9i7diJinm0SLm8ccfx/Hjx7tcEhISbP1ra2sxfvx4pKSkYMuWLdfcvsFgQHBwsN1CJCHCicBw3eGcO3cOWVlZtjP2rKwsnD9/vuuPIIpYvnw5oqKi0KtXL4wbNw5fffWV7ftnz57FH//4RwwdOhS9e/fGoEGDMG/ePDQ1Nbnug3ghV2YS84gUYyYp5tF7YsLCwhAWFqaob01NDcaPH4+kpCRs374dfn5eeSWM1Ehl158ffvhh/PDDD3j33XcBAL///e+RlZWFt99+u9N1nn32Waxfvx47duzAjTfeiNWrV+OXv/wlTpw4gaCgINTW1qK2thbr1q3D8OHDcerUKWRnZ6O2thZ///vfXfZZvA0ziVSBmaT42ARRVP8YVG1tLcaOHYtBgwZh586d0Ol0tu9FREQo3k5zczNCQkJwR+oS+PsbXXGo5GFmcws+KF6Fpqama57ptv8+3DVgFvz9Ahzbj9WE/Q0vKdqPI44fP47hw4fjyJEjGD16NADgyJEjSElJwTfffIOhQ4dK1hFFEVFRUViwYAGefPJJAFduIg0PD8fatWvxhz/8QXZff/vb3/Cb3/wGly5dgr+/197j7xE9kUnMI9/nSB4BzCRnMskrTh327duHkydP4v3338f111+PyMhI20LkS0pKShASEmILCwC47bbbEBISguLiYtl1KioqUF9fj/T0dFubwWDA2LFjO10HgC3sWMA4jplEWqH2TPKKIua3v/0tRFGUXYi6rRs30TU3N9stVz9C64z6+noMGDBA0j5gwADU19d3ug4AhIeH27WHh4d3us6ZM2ewatWqTs+IqGvMJHIpZpJiXlHEELlUNwIjOjra7rHZvLw82V048tSLIPNUhSiKsu1X6/j9ztZpbm7G3XffjeHDh2PZsmWKfkRE5EbMJMU4jkxkFeHwrf3/fidDdXW13fVng8Eg2/3xxx/Hgw8+2OUmY2Nj8fnnn+PHH3+UfO/06dOSs5p27fdg1NfX213OaGhokKxz4cIFTJw4EYGBgdi7dy/0en2Xx0REHsBMUoxFDGmeKFohOvjK7vb+Sh+VVfrUS0pKCpqamvDJJ5/g5z//OQDg448/RlNTE1JTU2XXiYuLQ0REBIqKipCYmAgAMJlMOHToENauXWvr19zcjAkTJsBgMOCtt96C0cibSYnUiJmkHC8nEYmi42/GdNG9D/Hx8Zg4cSJmz56NI0eO4MiRI5g9ezZ+9atf2T0FMGzYMOzduxfAlSHbBQsWYM2aNdi7dy++/PJL/Pa3v0Xv3r3x8MMPA7hytpOeno5Lly5h27ZtaG5uRn19Perr62GxWFzyWYjIScwkxcfHkRgi0YmhWxfewPnqq69i3rx5tjv777nnHmzcuNGuz4kTJ+xeCvWnP/0JP/30E+bMmYNz585h9OjR2LdvH4KCggAApaWl+PjjjwEAN9xwg922KioqEBsb67LPQ0QOYiYpziSveE9MT+F7GXyfM++JuTNoOvwFB9/JIJrw/y682uPvZCDtYB75PmffE8NMUo4jMUQqO+shIo1jJinGe2KIiIjIK3EkhjRPtFohCs49CUBE1NOYScqxiCHi0C0RqQkzSTEWMURWERAYGESkEswkxVjEEIkiAAeHYjUaGETkBswkxVjEkOaJVhGig2c9GnozARG5GTNJORYxRKIVjp/1aPMmOiJyA2aSYixiSPN41kNEasJMUo7viSEiIiKvpKmRmPZK1Wxu9fCRkKu0/7915KzELLY6PBRrRptD/Yk6Yh75PmfyCGAmOUJTRcyFCxcAAMWfPOvhIyFXu3DhAkJCQrrsExAQgIiICHxYX+jUPiIiIhAQ4Nj8JkTtmEfaoSSPAGaSMzQ1AaTVakVtbS2CgoIgCILb9tvc3Izo6GhUV1e7dWIuT+3Xk/sWRREXLlxAVFQU/PyufbW0paUFJpPJqX0FBATAaOTEfeQcreWRJ/ftLXkEMJMcpamRGD8/P1x//fUe239wcLBHZhf11H49tW8lZzztjEaj5v7oSR20mkee3Lfa8whgJjmKN/YSERGRV2IRQ0RERF6JRYwbGAwGLFu2DAaDQRP79fS+iahzWswF5pHv0tSNvUREROQ7OBJDREREXolFDBEREXklFjFERETklVjEuFlsbCwEQbBbFi1a5JJ95efnIy4uDkajEUlJSTh8+LBL9nO15cuXSz5fRESEy/dLRI5jHpG309TL7tRi5cqVmD17tu3rwMDAHt9HQUEBFixYgPz8fIwZMwZ/+ctfkJGRga+//hqDBg3q8f1d7aabbsL+/fttX+t0Opfuj4icxzwib8YixgOCgoJcfjawfv16zJw5E7NmzQIAbNiwAe+99x42bdqEvLw8l+7b39+fZztEXoJ5RN6Ml5M8YO3atejXrx9uueUWPPPMM07Pk9EZk8mE0tJSpKen27Wnp6ejuLi4R/cl57vvvkNUVBTi4uLw4IMP4vvvv3f5PonIOcwj8mYciXGz+fPnY9SoUQgNDcUnn3yC3NxcVFRU4KWXXuqxfTQ2NsJisSA8PNyuPTw8HPX19T22HzmjR4/Gzp07ceONN+LHH3/E6tWrkZqaiq+++gr9+vVz6b6JyDHMI/J6InXbsmXLRABdLp9++qnsun//+99FAGJjY2OPHU9NTY0IQCwuLrZrX716tTh06NAe248SFy9eFMPDw8Xnn3/erfsl0irmUeeYR76HIzE94PHHH8eDDz7YZZ/Y2FjZ9ttuuw0AcPLkyR47MwgLC4NOp5Oc5TQ0NEjOhlytT58+GDFiBL777ju37pdIq5hHnWMe+R4WMT0gLCwMYWFhTq1bVlYGAIiMjOyx4wkICEBSUhKKiopw33332dqLiopw77339th+lGhtbcXx48eRlpbm1v0SaRXzqHPMI9/DIsaNSkpKcOTIEYwfPx4hISH49NNPsXDhQtxzzz09/phhTk4OsrKykJycjJSUFGzZsgVVVVXIzs7u0f109MQTT2Dy5MkYNGgQGhoasHr1ajQ3N+ORRx5x6X6JyDHMI/IFLGLcyGAwoKCgACtWrEBraytiYmIwe/Zs/OlPf+rxfWVmZuLMmTNYuXIl6urqkJCQgMLCQsTExPT4vq72ww8/4KGHHkJjYyP69++P2267DUeOHHH5fonIMcwj8gWcxZqIiIi8Et8TQ0RERF6JRQwRERF5JRYxRERE5JVYxBAREZFXYhFDREREXolFDBEREXklFjFERETklVjEEBERkVdiEUPd8sEHH2Dy5MmIioqCIAh44403XLq/2NhYCIIgWebOnevS/RKRd2AmaQuLGOqWS5cu4eabb8bGjRvdsr9PP/0UdXV1tqWoqAgAcP/997tl/0SkbswkbWERQ92SkZGB1atX49e//rXs900mE/70pz9h4MCB6NOnD0aPHo2DBw86vb/+/fsjIiLCtvzjH//AkCFDMHbsWKe3SUS+g5mkLSxifNDp06cRERGBNWvW2No+/vhjBAQEYN++fW49lt/97nf46KOPsHv3bnz++ee4//77MXHiRHz33Xfd3rbJZMIrr7yCRx99FIIg9MDRElFPU1MeAcwknyOST3rnnXdEvV4vfvrpp+KFCxfEG264QZw/f75L9wlA3Lt3r+3rkydPioIgiDU1NXb97rzzTjE3N7fb+ysoKBB1Op1k+0SkLp7II1FkJmmBv6eLKHKNSZMmYfbs2Zg+fTpuvfVWGI1G/PnPf3brMRw7dgyiKOLGG2+0a29tbUW/fv0AAJWVlYiLi+tyO3PnzpW9vr1t2zZkZGQgKiqq5w6aiHqcGvIIYCb5IhYxPmzdunVISEjA//3f/+Ho0aMwGo1u3b/VaoVOp0NpaSl0Op3d9wIDAwEAAwcOxPHjx7vcTmhoqKTt1KlT2L9/P15//fWeO2AichlP5xHATPJFLGJ82Pfff4/a2lpYrVacOnUKI0eOdOv+ExMTYbFY0NDQgLS0NNk+er0ew4YNc3jb27dvx4ABA3D33Xd39zCJyA08nUcAM8kXsYjxUSaTCdOnT0dmZiaGDRuGmTNn4osvvkB4eHiP7ufixYs4efKk7euKigqUl5ejb9++uPHGGzF9+nTMmDEDzz//PBITE9HY2Ij3338fI0aMwKRJk5zap9Vqxfbt2/HII4/A35+/wkRq5648AphJmuPpm3LINZ544gkxNjZWbGpqEi0Wi3jHHXeId999d4/v58CBAyIAyfLII4+IoiiKJpNJXLp0qRgbGyvq9XoxIiJCvO+++8TPP//c6X2+9957IgDxxIkTPfQpiMiV3JVHoshM0hpBFEXRM+UTucrBgwfxy1/+EgcOHMDtt98OAKiqqsLIkSORl5eHxx57zMNHSERawTwiV2IRQ0RERF6JL7sjIiIir8QihoiIiLwSixgiIiLySixiiIiIyCuxiCEiIiKvxCKGiIiIvBKLGCIiIvJKLGKIiIjIK7GIISIiIq/EIoaIiIi8EosYIiIi8kosYoiIiMgr/X+PAW69A9y9GwAAAABJRU5ErkJggg==",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 22\n",
|
||
"separation: 1.1759 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 23\n",
|
||
"separation: 1.2022 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 24\n",
|
||
"separation: 1.2284 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
},
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"line: 25\n",
|
||
"separation: 1.2547 um\n"
|
||
]
|
||
},
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 600x400 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"for i, line in enumerate(lines):\n",
|
||
" state0 = state_nrs[i,0]\n",
|
||
" state1 = state_nrs[i,1]\n",
|
||
" \n",
|
||
" trap, func_ham, res = import_results(line)\n",
|
||
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
|
||
" res[\"states\"][state1],\n",
|
||
" degenerate=degeneracy[i])\n",
|
||
" \n",
|
||
" print(f\"line: {line}\")\n",
|
||
" print(f\"separation: {trap.subs(trap.distance_tweezers)/si.um:.4f} um\")\n",
|
||
"\n",
|
||
" #plot wavefunctions\n",
|
||
" n_states = 2\n",
|
||
"\n",
|
||
" states_plot = [GS_left_1.real, GS_right_1.real]\n",
|
||
" #states_plot = [res[\"states\"][state0].real, res[\"states\"][state1].real]\n",
|
||
" #states_plot = np.angle(states)\n",
|
||
" #states_plot = states.imag\n",
|
||
" #states_plot = np.abs(states)**2\n",
|
||
"\n",
|
||
" # Create a 1xn_states grid of subplots (1 row, n_states columns)\n",
|
||
" fig, axes = plt.subplots(1, n_states, figsize=(6, 4)) # Adjust the size as needed\n",
|
||
"\n",
|
||
" # Loop over the state numbers from 0 to n_states-1\n",
|
||
" for state_number, ax in zip(range(n_states), axes):\n",
|
||
" # Slice through the y-direction and rotate the x-z plane (by swapping x and z)\n",
|
||
" im = ax.imshow(states_plot[state_number][:, int(res[\"size\"][1]/2), :].T,\n",
|
||
" extent=[*res[\"extend\"][0], *res[\"extend\"][2]], origin=\"lower\",\n",
|
||
" vmin=np.min(states_plot[state_number]), vmax=np.max(states_plot[state_number]))\n",
|
||
"\n",
|
||
" # Set labels for each subplot\n",
|
||
" ax.set_xlabel(\"x\")\n",
|
||
" ax.set_ylabel(\"z\")\n",
|
||
" ax.set_title(f\"State {state_number}\")\n",
|
||
" fig.colorbar(im, ax=ax) \n",
|
||
"\n",
|
||
" # Adjust layout for better spacing\n",
|
||
" plt.tight_layout()\n",
|
||
" plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 4,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"frequencies = np.zeros_like(lines,dtype=float)\n",
|
||
"distance = np.zeros_like(lines,dtype=float)\n",
|
||
"J = np.zeros_like(lines,dtype=float)\n",
|
||
"#tilt = np.zeros_like(lines,dtype=float)\n",
|
||
"U_s = np.zeros_like(lines,dtype=float)\n",
|
||
"U_dds = np.zeros((len(lines),50),dtype=float)\n",
|
||
"angles = np.zeros((len(lines),50),dtype=float)\n",
|
||
"V_lrs = np.zeros((len(lines),50),dtype=float)\n",
|
||
"DeltaJs = np.zeros((len(lines),50),dtype=float)\n",
|
||
"\n",
|
||
"E_exc = np.zeros_like(lines,dtype=float)\n",
|
||
"E_barr = np.zeros_like(lines,dtype=float)\n",
|
||
"\n",
|
||
"for i, line in enumerate(lines):\n",
|
||
" state0 = state_nrs[i,0]\n",
|
||
" state1 = state_nrs[i,1]\n",
|
||
"\n",
|
||
" trap, func_ham, res = import_results(line)\n",
|
||
" GS_left_1, GS_right_1 = get_localised_GS(res[\"states\"][state0],\n",
|
||
" res[\"states\"][state1],\n",
|
||
" degenerate=degeneracy[i])\n",
|
||
" \n",
|
||
" frequencies[i] = float(trap.subs(sp.sqrt(2*trap.power_tweezer1*trap.a/sp.pi/trap.m) * 2/trap.waist_tweezer1**2))\n",
|
||
" distance[i] = float(trap.subs(trap.distance_tweezers))\n",
|
||
" J[i], U_s[i], U_dds[i], angles[i], V_lrs[i], DeltaJs[i] = analyse_diagonalisation(line,\n",
|
||
" state_nr0=state0,\n",
|
||
" state_nr1=state1,\n",
|
||
" degenerate=degeneracy[i],\n",
|
||
" n_angles=20)\n",
|
||
" \n",
|
||
" #estimate energies of 0th and 1st state\n",
|
||
" E0 = 0.5*(res[\"energies\"][0] + res[\"energies\"][1])\n",
|
||
" E1 = 0.5*(res[\"energies\"][2] + res[\"energies\"][3])\n",
|
||
" E_exc[i] = E1-E0\n",
|
||
"\n",
|
||
" #estimate heigth of barrier\n",
|
||
" V = trap.subs(trap.get_potential(apply_zero_offset=False))\n",
|
||
" a = float(trap.subs(trap.distance_tweezers))\n",
|
||
"\n",
|
||
" #find minima of potential\n",
|
||
" def V_func(x):\n",
|
||
" return float(V.subs({trap.x:x, trap.y:0, trap.z:0}))\n",
|
||
"\n",
|
||
" x_right = minimize_scalar(V_func,bracket=[0,a]).x\n",
|
||
" x_left = minimize_scalar(V_func,bracket=[-a,0]).x\n",
|
||
"\n",
|
||
" #catch case where both potentials have already merged\n",
|
||
" tunneling_dist = abs(x_right-x_left)\n",
|
||
" if tunneling_dist < 1e-15:\n",
|
||
" raise Exception(\"potential has only one minmum\")\n",
|
||
"\n",
|
||
" #depts of both tweezers\n",
|
||
" V_1 = abs(V_func(x_left) - V_func(0))\n",
|
||
" V_2 = abs(V_func(x_right) - V_func(0)) \n",
|
||
"\n",
|
||
" E_barr[i] = np.max([V_1,V_2])\n",
|
||
"\n",
|
||
" # these states are basically 1 tweezer\n",
|
||
" if state1 !=1:\n",
|
||
" J[i] = np.nan\n",
|
||
" U_s[i] = np.nan\n",
|
||
" U_dds[i] = np.nan\n",
|
||
" V_lrs[i] = np.nan\n",
|
||
" DeltaJs[i] = np.nan\n",
|
||
" E_exc[i] = np.nan\n",
|
||
" E_barr[i] = np.nan\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"----------------------"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 5,
|
||
"metadata": {},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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",
|
||
"text/plain": [
|
||
"<Figure size 1000x1500 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Create a figure with 4 subplots (stacked vertically)\n",
|
||
"fig, axes = plt.subplots(4, 1, figsize=(10, 15), sharex=True)\n",
|
||
"\n",
|
||
"# Get unique frequencies\n",
|
||
"unique_freqs = np.unique(frequencies)\n",
|
||
"\n",
|
||
"# Define colors for consistency\n",
|
||
"colors = [\"orange\", \"blue\", \"green\", \"purple\", \"orange\"]\n",
|
||
"\n",
|
||
"### 1️⃣ Hopping parameter J ###\n",
|
||
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
|
||
" mask = frequencies == freq\n",
|
||
" axes[0].plot(distance[mask] / si.nm, J[mask] / const.h, color=color, \n",
|
||
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
|
||
"\n",
|
||
"#axes[0].axhspan(50, 150, alpha=0.3, color=\"gray\", label=\"desired region of 50-100Hz\")\n",
|
||
"axes[0].set_ylabel(r\"$J/h$ [Hz]\")\n",
|
||
"axes[0].xaxis.set_label_position('top')\n",
|
||
"axes[0].set_xlabel(\"tweezer spacing [nm]\")\n",
|
||
"axes[0].legend()\n",
|
||
"# 🔹 Add top x-axis ticks\n",
|
||
"axes[0].tick_params(axis=\"x\", labeltop=True, top=True)\n",
|
||
"axes[0].grid(True, linestyle='-', linewidth=0.7)\n",
|
||
"axes[0].minorticks_on()\n",
|
||
"axes[0].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
||
"\n",
|
||
"### 2️⃣ Interaction parameter U ###\n",
|
||
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
|
||
" mask = frequencies == freq\n",
|
||
" x = distance[mask] / si.nm\n",
|
||
" y = U_s[mask] / const.h\n",
|
||
" delta = U_dds[mask] / const.h\n",
|
||
"\n",
|
||
" axes[1].plot(x, y, color=color, label=fr\"$U_s$ for $\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
|
||
" axes[1].fill_between(x, y + np.min(delta, axis=1), y + np.max(delta, axis=1), \n",
|
||
" alpha=0.3, color=color, edgecolor=None, label=r\"$\\Delta U_{dd}$\")\n",
|
||
"\n",
|
||
"axes[1].set_ylabel(r\"$U/h$ [Hz]\")\n",
|
||
"axes[1].legend()\n",
|
||
"axes[1].grid(True, linestyle='-', linewidth=0.7)\n",
|
||
"axes[1].minorticks_on()\n",
|
||
"axes[1].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
||
"\n",
|
||
"### 3️⃣ First excited state energy ###\n",
|
||
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
|
||
" mask = frequencies == freq\n",
|
||
" axes[2].plot(distance[mask] / si.nm, E_exc[mask] / const.h, color=color, \n",
|
||
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
|
||
"\n",
|
||
"axes[2].set_ylabel(r\"$E_{exc}/h$ [Hz]\")\n",
|
||
"axes[2].legend()\n",
|
||
"axes[2].grid(True, linestyle='-', linewidth=0.7)\n",
|
||
"axes[2].minorticks_on()\n",
|
||
"axes[2].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
||
"\n",
|
||
"### 4️⃣ Barrier height ###\n",
|
||
"for i, (freq, color) in enumerate(zip(unique_freqs, colors)):\n",
|
||
" mask = frequencies == freq\n",
|
||
" axes[3].plot(distance[mask] / si.nm, E_barr[mask] / const.h, color=color, \n",
|
||
" label=fr\"$\\omega_r$: {freq/2/np.pi/si.kHz:.1f} kHz\")\n",
|
||
"\n",
|
||
"axes[3].set_ylabel(r\"$E_{barr}/h$ [Hz]\")\n",
|
||
"axes[3].set_xlabel(\"tweezer spacing [nm]\")\n",
|
||
"#axes[3].set_ylim(0, 30000)\n",
|
||
"axes[3].legend()\n",
|
||
"axes[3].grid(True, linestyle='-', linewidth=0.7)\n",
|
||
"axes[3].minorticks_on()\n",
|
||
"axes[3].grid(True, which='minor', linestyle=':', linewidth=0.7, alpha=0.8)\n",
|
||
"\n",
|
||
"# Improve layout\n",
|
||
"plt.tight_layout()\n",
|
||
"plt.show()\n"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": null,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": []
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "base",
|
||
"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": "3.12.3"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 2
|
||
}
|