{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "0", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:11.453058Z", "iopub.status.busy": "2025-08-08T07:09:11.452833Z", "iopub.status.idle": "2025-08-08T07:09:11.459116Z", "shell.execute_reply": "2025-08-08T07:09:11.458704Z" } }, "outputs": [], "source": [ "# This cells setups the environment when executed in Google Colab.\n", "try:\n", " import google.colab\n", " !curl -s https://raw.githubusercontent.com/ibs-lab/cedalion/dev/scripts/colab_setup.py -o colab_setup.py\n", " # Select branch with --branch \"branch name\" (default is \"dev\")\n", " %run colab_setup.py\n", "except ImportError:\n", " pass" ] }, { "cell_type": "code", "execution_count": 2, "id": "1", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:11.460693Z", "iopub.status.busy": "2025-08-08T07:09:11.460517Z", "iopub.status.idle": "2025-08-08T07:09:13.439873Z", "shell.execute_reply": "2025-08-08T07:09:13.439364Z" } }, "outputs": [], "source": [ "import cedalion\n", "import cedalion.datasets\n", "from cedalion import units\n", "import cedalion.sigproc.quality as quality\n", "from cedalion.sigproc.frequency import sampling_rate\n", "from cedalion.sigdecomp import ERBM\n", "import numpy as np\n", "import scipy as sp\n", "import matplotlib.pyplot as plt\n" ] }, { "cell_type": "markdown", "id": "2", "metadata": {}, "source": [ "# Example for ICA Source Extraction \n", "\n", "[Independent Component Analysis](https://en.wikipedia.org/wiki/Independent_component_analysis) (ICA) is a method for separating multivariate signals into statistically independent non-Gaussian components.\n", "In this notebook we will investigate an example on how [Independent Component Analysis by Entropy Rate Bound Minimization](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6845364) (ICA-ERBM) can be used to extract physiological sources from fNIRS data. For this example, we will use a finger tapping dataset. \n", "Let $X \\in \\mathbb{R}^{N \\times T }$ denote the finger tapping data with $N$ channels and $T$ time points. We assume that the data $X$ consists of unknown independent sources $S \\in \\mathbb{R}^{N \\times T }$ that were mixed through an unknown mixing matrix $A \\in \\mathbb{R}^{N \\times N}$, such that \n", "$$ X = A \\cdot S. $$ \n", "Source reconstruction in ICA-ERBM is done by minimizing the [entropy rate](https://en.wikipedia.org/wiki/Entropy_rate) of the estimated sources. A demixing matrix $W$ is determined and the estimated sources $\\hat S \\in \\mathbb{R}^{N \\times T }$ can be computed as \n", "$$ \\hat S = W \\cdot X. $$\n", "Among the extracted sources, we will identify the ones that correspond to the PPG and Mayer Wave signals. \n" ] }, { "cell_type": "markdown", "id": "3", "metadata": {}, "source": [ "## Loading Raw Finger Tapping Data" ] }, { "cell_type": "code", "execution_count": 3, "id": "4", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:13.442023Z", "iopub.status.busy": "2025-08-08T07:09:13.441637Z", "iopub.status.idle": "2025-08-08T07:09:14.886877Z", "shell.execute_reply": "2025-08-08T07:09:14.886320Z" } }, "outputs": [ { "data": { "image/png": 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qYUPLbQeUGjBAqWPHzI/bggVKtW9vfX5AqeBgpd5/37xcLFtmvaFDm7y8JCg/ccI8b8XFSs2fr1SLFrbT1q6t1AcfMKi2ikE1ERER3cyuXJEKuVYR1qY337Q+f0mJ9KBpwQEgAccTT8j/3dyU2rfPMl3Z3um6dSXATknRA+tBg6wHOOnpSv3nP3ovmMGgVI8e8q8W5Lz8su1e2UOHlLrrLn3dtWop9dlnsq5eveSzjh2tB2XJyRJIuLjowcdzz+nbP2KE9TwXFyv19dfSe6et1zTP48ZZT1dYKOlat7Zecb//ftkf1pw+rdT48fq8poG8k5MEa8uWSaCvycmRnjjToNF06tZNAiVb8vOlMSYqSk/ToIH0dK5fbzudxmhUauFCy4AwMtL2dpo6dEjKla+v9ILa28CilN6THBam1DvvmO8XpSzLuqurUo8+qvcyT5+u79tVq2Rb8vOV2rRJT9O9u1KZmfoy//hDL+/16skxO31aGjAmT9Z7ZZ2cJBBv2dI80AUkuP7f/5R6/nml+vfXg1wtgB82TC9ngFLh4fLZG28o9eqr5gEuoNTw4dJwoJRSeXlKff+9Uvfeax5oNm1qnqZDBwmCrTl+XKnYWOvlacKE8o9rZqac63//u+R12TIZDVOeQ4ekxzs0VNY7dapSW7bYbmRJSpIe5ocflnMyIkKO02efmR8rWw4flmtAixZK9ekjvdw//yznc1XHjg4F1R9++KGqW7eucnd3V23atFHbyhnTk5SUpO677z7VqFEjZTAY1OOPP24xz8KFCxUAiykvL8/uPDGoJiIiIkfk5EhFqzJDff+M8+eVmj1bqX/8Q6muXaXi/uCDloGCprhYethMh0nGxEjQpv09Z455mt9/l2Vr33furA/VLSnRA7PYWAnWlZLtT0gw752ePNm88rpvnx4wT5okQcmFCxK8/Pvf5gF89+56ZX7vXgmGte/c3CT/338vQce0aRJ0aAGGs7Psk+Rk8/2mDd2cMUPflosXZZipaUAzZIj0lislQ4G14aqTJkkvWmqqHPf58yWw1NJFRyu1Zo2kW7JED3aHDVPq22+lZ/nUKaVef10PuLQA/tlnlTp7VvaDNiogIECpwYMlqFu2TIKrli3Ng5e//122YfNm2Qem33l6SiNDhw56Y4G2fyZNkuP84ovmQ+R79pTAsbhYeqV37FDqpZeUqlNHnycgwHLkwt/+ZnsEwubN5sevbVtZrtZbOWSI9fOnpER67Tt3tgzamjSxHHZsze+/S0+madrgYBlVMHWqNJaYBpKdOyv166/myzAaZbSGteARkIDL2vl35owE1FoDUdl0AwbIyAjT9Rw+rNR991mfH5CRHl99pTfUHD8u1wJ3d+vzOznJMV23zvY+2rVLH/EAyLJGjpQRFBX17qekSINVs2ZKPfSQ5K0yDR5/VTUeVH/99dfK1dVVffLJJ+rYsWPq8ccfV97e3uqcduUq48yZM+qxxx5Tn3/+uWrdurXNoNrPz08lJyebTZXBoJqIiIgqa/9+Pah67jn706WlSUW4fn2lPvnEvoDcaFRq0SLpqbNWeW7e3Hxos9Eow3RNe6uaNZNgT+vZef55/bt//UvuY2zbVg8GfXykB6/sEOYrV/Qeqrg4Ge7q7W0etP/4o/Xt+PJL28EJIPc0fved5T4pKVFq8WLLe13LTqNGSS+hNV99pQcawcGWgWHHjkr98INlum++sR3kAHLf58yZloHVd9/pPZLWptq1JcBPSzNPt2ePZY9h2UCpd2+Zr6xDh5R6+mnrPYgRERKEl+0RPH9ePjft8a5TxzzY1j7773+ll/PaNWlAmDxZ349160qwfO2aBKZr18pQYy29l5c0KGjlb/9+vcHi/ff1/BiNcs+saS++i4v0qn7zjd5b3qxZ+fcsJyZKQwcg5ebjj/VbAcpOvr5Kffih7eH6RUX6MwVMpxEjZIiyLRcu6MfS1VXOlYkTpQGqPEePSsNR27Yy/0cf6b2k1uTkyPn+5pvSiDNkiFxb7L3X3miUwHvxYrm/mMpX40F1hw4d1MMPP2z2WZMmTdS///3vCtP26NHDZlDt7+9fqXzk5+erjIyM0ikxMZFBNRER0S2qqEh6Jk+csD/AnT3bMmDSeinLS/f555Y9Z716Wd7bZyo93XyYZrt20ju7ZIn0YIaFyed+fkq9/bb0qpn2hAYESG902WGSRqMEYNaCjIED9d5aa/bvt+wdc3Gx7J225vPPZfkNGuiBXLt2+tDaivz8swwvjYyUnsVJk2T7yvYwWmPaQ69NbdvKsStv3YsXS3Bkep9mnTry4KWsLNvptm6VnscuXWR+JydpOFi4UIJTWwoL5d7nOXMk4L3tNhnW/cUXlkG4Ndq9sW+8IQ0ZZ85UvG8TE6VxxXQbg4NlvZ9+avu+8p07zUcolJ1cXJT65z/NRw5o3n9f5nFzk0aNpk2lsUFL6+Mjw4RN0544IQ0EWmPS7NkyEmDXLhkNsW2bUhs26A/LatxYDy6LiuRYjh8vvdVaWnt6vZWS+S5dkoYDewfF5uRI2ayph8JR1avRoLqgoEA5Ozur78o8feGxxx5T3bt3rzB9eUG1s7Ozio6OVnXq1FGDBg1Sv9ga/P//pk+frqwNGWdQTUREdGs4d056NSMjzXss771XKsHlpRs8WJ//7rv1p83WqiXBizUHDsh9fVq6uDgJjLXeQA8P6SlevVoeCFRcLMHBY4/pQYaLi9x/WLa3KinJ8sm+2jInTSq/t8polCHAXbvKcNivvy4/mDa1bZsE8StXSu+nI0FDYaEETNdr+HxhoQRfhw/LfnMkz0VFsk8rGhprTUUPLrsRZGdLL/Ovv9qf34wMeYqzVvZq1ZJ7USdOLP/haUajPFW5bNn18ZHzw1YDwh9/6I1J5U116siweqKqVNVBtUEppex9/VZSUhLq1KmDnTt3okuXLqWfv/baa/j888/xxx9/lJu+Z8+eaN26NWbPnm32+Z49e3Dy5Em0aNECmZmZeP/997F+/XocOnQIDRs2tLqsgoICFBQUlP6dmZmJqKgoZGRkwM/Pz95NIiIioiqkVYWdnOxPs3s3MGUKkJ0t75MdPx5wc7M9v/Yu0n//W9JoXF3lu5ISoG1bYNUqoE4d/fv8fHm/66uvAnl5so533gH++U95d2m3bsDPPwPt2wPbtwPu7pIuORl4/nlg4ULZNk9PYMYM4IknZJ2nTwMPPSTvZdU4OwP+/ubvcW3UCFiyxPb7UYuKgGnTgI0bgR495B2s3brJ+oiul/R0wMND3vtrr7w8YO1aOR/8/WVq0ACoqEp+5gzw4YfyjuiLF2UqKQG8vGT9derI+42bNv1z20RUVmZmJvz9/assdnQoqN61axc6d+5c+vmrr76KxYsX4/fffy83va2guiyj0Yg2bdqge/fumDNnjl15q+odQ0Q3hvx8oKBAfqCJqPIyMoCUFKBx48ql27kTOHsWuO8++wJkpYCVK4H//AfIzAQWLJCgsDxZWRJE/ve/kl4TFQX861/APfcAYWH65zk5QEKCBMI7dshnt98OvPYa0LAhEBoqnw8fLoFBeLgEw1evAklJwPffA6dOSbru3WW9LVroyz93DrjtNpm/eXPA11euP7//DuTmyjyjRwOvvw7ExFhu/9q1wLp1EhSfPCmfBwQAQ4fKtvTtqwfqRERUc6o6dnSpzMzBwcFwdnZGSkqK2eepqakIDQ3905nRODk5oX379jhx4kSVLfOv7Nw5YPVq4G9/A2rVqunc0F+dUoDBULk0aWlSMXSp1BWjavTrBxw5Ahw4YFmJJbpVGI3Sw3nkiASJ9v7+b9gAjBsHXL4MvPceMHVqxWmuXQOeflqCYgBYuhT48svy17lnj6TZuVP/bMAAWd/rr1sGkoWFsj0zZgDnz8tn48cDLVsCb78NJCYCjzwiU926QKdO0jiwaZMEuQDg4wO88Qbw8MPmQX/37sDevcBddwFHj0ovtKnwcFnHffdZXgtjYoDFi4HBg4FffzX/rlMn4N13AZM+BTMGg6zzrrvk7/Pnpdetbdvye92JiOivr1JVZDc3N7Rt2xYJCQkYNmxY6ecJCQkYOnRolWVKKYWDBw+ihWnz8U1AKWn9Dgy0P83//icVhsxM6QFISLB/SF1JibTMR0VVLo/ffANs2SK9B5GR9qetacXFlQ/6ioqkEtiunVTQ7JWdLT0eXl5ARIQMTwoKqnywer2kpABz5gCffCIVw+XL7avkpaVJOdDS/fijbPP1kpgIbNsm///4Y+mNIrrVbNkCPPmkNCwBwIkTwHfflX+9KSgAnntOAmnNE0/INf6JJ2ynW7NGfnOSkuRvV1f5rGNH+Q0y7e0uKZHv5swBNm+Wzzw9Ja+ZmcAHHwCzZ8t348dLwBoVJT3J77wDXLggaWJj5fy+8075e/Jk4LPP5LMjR6S3/OxZfb2xscCQIbIdthraYmOBXbvk+nXypFynIyJk/lGjpAfalkGDJO25c9IY4OEhv9sdOlTuGh8dLRMREd0CKnsTtvZKrQULFqhjx46pqVOnKm9vb3X2/58g8O9//1uNHTvWLM2BAwfUgQMHVNu2bdWYMWPUgQMH1NGjR0u/nzFjhoqPj1enTp1SBw4cUBMmTFAuLi7qp59+sjtfN+ortQoL5ZUUjz+uv+fumWcqTpeZKU81LPuwhjfftG+9W7fq70H8z3/sS3P0qDy9VFtX/fryFMnrpaREnojZrp1Sb71lf7qMDKWeeEKeOjlxov0PHVm/Xt6RqL1CYuvWitMYjfKkVu2JlaZT48byNFN7aa+bWL7c9kvvTV28KE8aHT1aqZAQeVhORU+6PHVK3vOpve5Cm8aOLf+BMkVFSn3wgTxt1jTdyJH2P4gmPV2WYe11IfZauFBfd+3afOom/XWVlFT+gUjnzskDtLRzwM9PP5ffftt2uoMHzV/B9Oij8t5c7W9raTdvlvegavM0bCgPsPr5Z/0J1H5+8gTh0aPl6cumTwp2dpYnOZv+ZqxZY/mEbNMpPFx+02y9m1kp+S388UelXnlF5v311+v3MCwiIrp51fgrtZRS6sMPP1QxMTHKzc1NtWnTRm01iUbGjRunevToYb4SK0/pjomJKf1+6tSpKjo6Wrm5uamQkBDVt29ftWvXrkrlqbqD6o0blZo71/Z7E63ZssX6OwYBeb2CNUajPDVUC8CdnOSJnnPnyt+urvJ6BVsuXFBqzJjKBePXrkmg7+KiP2k0PFz+36CBLLO6bdokr5owzfPXX5efxmiUV0yUfXLk3/9efuX1yBGl+ve33EcGg1JPPWX99QraE1xNn8waFSXvXwwJMX/lxNtvV/ykzcxMeT2Hli46WhoSrL1X8Pff5X2F1spRTIz114/k5kq5MX1VSpcuSs2apb/65IUXLNOVlCj1v/9JA4GWrlUrKa9a+Zgxo/xtu3ZNqenTpQJuGoyfOlV+Omv+9jfz7f3f/yq/jD/jq6+U6tNHqe3br+96/4ysLCmDf6U8/1X8/LM0+g0ebP87QLOz5Xzw8lIqKEheSfPTT+UHhsXF8ooaHx89YJ0yRZ5U/NFH+mfbtlmu65ln9HM8KEh+T5SS9b3wgn4ude0qvxVPP20eTLu5KfXss+bvbE1JkfmtXYMCAyVgt/Wk6aQkadi9916lOnRQKjRUnpj98cf2v8qGiIioqt0QQfWNqLqC6itXLN+H2KiRUk8+KT271uTmyisttPmDg6UFf8UKpV56SQ+WV60yT/f77+bBXlSU3ntqNCo1fLjeI2rasm80SlA6erTei2EwKPXQQ1KZ05b3ySfm6ysokIpbUJA+z5Ah8iqRs2f1XoiGDcvvsS4pUer775W66y551+A775hXyMqzZ49SAwaY98T06yf/9/SU15eUZTQq9cMP8l5LLV2DBhLsaZXJiRPNA1ujUSqgpq9QcXWVCmViovTmmvaeDBmi1PPPyz4bN848cPbyktehmFYIr1yRHhxtnoEDrb/LUSkJ6rWg1dnZvCfHy0u2/+WXlUpIkIq0tk0Gg1Lt20u+Vq6Ubdb22Zo18s7H7duVWrDAvAepd2+lduzQ1//JJ/p3H38swe7OnfLO0RYtzCvLH32kN1B8+qn+3dKlltt19qxU2k3fjVmvnuRb299PPik92PYwGvXGne7d9X/t9f33MqrAnlEAZeXkyDtite0ICyv/dTZlnT+v1KJF0sDgqMxMacSrTP5/+kkvF56e9r3vVSl5b+mbb8oIjMceq1xP4Nmzcl07dMj+NJq/So9jcbH0lGoNS4A0qJU3UqSkRBr96tSxHow2aiTLNH1NTEaGBMEdO+rz3X67+XE0GvXfpPBwuU4sWSLLMj3vR4yQgLasGTOs58fNTQJ+W9f6ggI57z/8UN4J+/bb8p7Y8l5bRUREdKNiUG2DPTvm9Gl5j15cnGULvzXr1umVeicnCeJcXc17Nu+5RwK/khKlfvlFKqaNGunzTJoklWON0agHcF5eMtz5xRdlKK9WYXN1lZZ/03RKyXv+tApa+/YS+N15p96rbdoDYdqb/a9/6dswdapM48ebp2vaVN5naOrMGekJ1YK/rl2VmjlTgpUVKyR4e/ll8+3VpogI6V231eu7dasePGvLf+QR/Z2R2ncxMXowk5Ulx6RLFz2dp6cEuPn5Ms/XX+vvKh04UAKje+81HwppMEiF88QJ83ytXVv++xL9/GS/2ap0Go2yzVrvsJ+fNFpoQVFiovTYaO8zrVNHgt28PNmXcXG2133XXZaNOGlpSnXrZjtNVJRS335rPXD5z39sp/P3lyDJ2qn05JMyj4uLlMF//EMaUfr104NnQIbVf/ONnBeHDinVt6/+Xa1akkY7ZkajBCeXL5uv69gxmd/dXY6V1rhgqzFLk5VlHhA3by7DR+31669KNWuml5XQUPn/0KEVB4GZmfJOTg8PSRMdLcNq7VFUpNR778ltG/7+5g0Tp0+Xn7a4WM5F0wYY7bwub2it0SiBkmkwBij13/9WnN/kZBlWrF0Tg4Ptfy9uTo6UwYAAKWuVUVws19zKNpZcvizbNWOGNKY9/LBS8+dXPKrk9GnzXtqhQ/X3DTdoYPk+4+JiGVGh3X6jXceWLpVr5/3369cAberWTalOnfTjp10/5s61nr/sbL2Mlp2io6WRrTwHD8oojLffltE506Zd31t9iIiIahqDahvK2zGFhUq98YZ5RcbZWYKxshUWo1GGevfpo8/buLF+X2hGhlLLlpnf5wZY3nsaHi737FpTWGgeZJhOAwcqdfy47e3cuNE8eNEmX1+pJFobGm40SnBvbX1hYVKxtFVBPXPGcli2rYDzscekFyMqyrz3o0MHCZhfekl64k2HBWv34Z08ab7eK1f0HreGDSVwN91uDw+5j9pab/CSJXpgbTq5u0sQWN4Q/uxsGbY/Z440fvTqJYHkpk1y3Oxx6JAMEdXW26qVBPGmFea+fS17Po1GCRY++ECpUaOkIt61a/lBWX6+5NPZWYaKNmggPVvTp1ccTGn37Ht6ym0KnTpJT/OVK7bTFRfLttgqB336SPBgbfh9fLwEuNq8devKOrVzx8tLRmtoPvhAX6ZS+jn36KO287dvn97IYzCYB6dDh5Z/7K9elQBDCxLDwuR8O3BA/2z+fOtpi4qk118LwAGlvL31/z/5ZPlDXfftM2/4MT0/ALmn1VrejUbZr61a6WlGjpT9qDUIjh9vfZ27dpmP9ggPl3vttUYT09ENpq5cUeq55+R4mZ7/gJT7iob0rl9veVtMRbd6aNu6apXe+NStm2VDjC3LlpmPNjGd7rlHGmLKKi5W6t139e309ZXRHEajXKO1BsfQULmV49FHpaFAu24Bck6+9prlPsnMlOcF9O5teT1v0EB6jCu67ea332TeunVl+Pa4cXILibVtISIiInMMqm2wtWO2bTPvMejZ0/xe1r59ZTjs7NkSZJsOu3NxkcqwraHMR47IsrQAztdXehTff7/8wETyK5XCqCi5r+3jj+2/XzshQYK++fNl+N2qVRVXpIqLZRsfflh6wWfNkuGp9lbATp+WPI4YIb1fnTpJA8D998sQYdNe9fx8yZ+tYY9aJfyBB8q/z/bXX/V7CrUpIsJ2MG1q0ya5L/DllyUvixdXnKYqFRcrNW+e+VBorfwtW1Zx71hlOTLEWSmp7Fd2CK4WVHzzjQRXQ4dKMGHPPdPFxTKMXAv4yk7jxunzakH0a6/J399/r5edsg0GubnSIKAFv3XqSGNEeroEO1pw6uws5U7rUTUapYfuv/81H4Y/eLBSly7py3/zTT3wL9votWGD+SiDBg1kJEdmpnljVmio3JawfLn0zP/0k+yLiRP1a0hAgDRMHT0q14ikJDnftCD/6FHJc2qqNP6YNv75+8vIF+14btmiL3fRIvk8N1eCsZEj9XReXtJ7m50t84wapa/PdPhwVpZcI00bKjp2lIaHM2fkdgFAGnms+eUXGV2jpY2KklEkWsPOwYO2y82OHebPM9Cm+vVle2xJTTXf1mbN5Br49NNyHdHKS8uWeo/ztWvyu9Ghg/l5W7Z8X7hge3RJYKA0Ilb0O6CUlMX331fqs8/s7+knIiKiP4dBtQ1ld8z583KPsVbJCQrSK5ZGowy3LTsET5s8PKRn1fRet/KcOSMPsLG3J/NWYTRKRfR//5Mh52PGSOXxl1/sfwru3r0yRDE+vuInXd+ILl+WJ7//859KHT5c07m5cWRlSQD4zTeyX7Zt04PeM2ekfGg92NpLAEpKJIgCJDDetEmGEX//vf45IM8eKHvf9tGj5vfTu7mZ95KbBl0bNljmt6REfzJ+SIjc2z16tPQ0mgZSs2dbPqF8zZrybyvQptGjrTf8XLqkNwx6eupDy0235Ykn5HaAsl5+WeYxGMxHSmifTZwoT5U3lZ2tjyho2lSeedCqlfkIk+bNpTHPtEHmhx/0IP7ddyXY/e03ObZ33aWndXaWoDYrS46zNmqnbl3LbThyxDytp6c0Cu7cqfd2BwTI6Ijz5+U4lZRIg8q4cfpoAWdneRaBdsuBZscOfSi3r6/58yW0hor58203PGVmyjDqd9+VhqWHHpJrHHuLiYiIbmwMqm3Qdsztt2eo3r31IXvaA7usDRM8ckR6ZQYPln8nTpTehb9i8Eb0V3fHHXLOTp4sjVRaUGPaAPPOO+ZBj+mDoyIiZBRAeT3vu3aZP+lYC7iaN5fe6vJ6/M+ftx4caw9gK69XMj9fRpg8/rg+PDgsTLZ56lTp7S1Perr5LQVa+nHjLO/pNVVcbP4gQO2a2Ldv+T3Dx4+b90ib9gwvWWK7UWzWLNuNBk5O0rB27JjltmnPd2jRQoarP/KIXJO1IN3ZWW7dMG0ASE01f76CFnRrQbI2tW4tw+ttOX/ecuh9SIiMQirb4EBEREQ3h6oOqg1KKXVdX4xdTTIzM+Hv7w8gA4AfAKBrV2DOHOC222o0a0Rkhy1bgF69AHd34KGH5NwdOhRYuVKfp7AQWLQI2LwZ2L4duHgRcHICHnsMmDkT8POreD1KATt3AomJQFwc0LixrNMeWVnAgQNAcjKQlATk5AD33QfUr1+5bc3NBby8KpemuBg4eBAIDATq1LE/z8XFwLlzgKcn4Osr63V2rjjdL78A338PhIYC4eFARITsLxcX22mUAp58Eli8GDAa5TNnZ6B/f+D552VfW3PkCNC5s+zPsu65B3j1Vetp8/OB554D1q0DzpyRbQWkHIweDYwfD3TqBBgM5W9rQQHw00+Avz9Qr57sJyIiIrp5abFjRkYG/OypQFbgpguqFy7MgLu7H2rXBnr3rrgyRUQ3BqWA228Hdu/WP5szB3j0UdvznzsnwWV4+PXJI1WfkyeBDRsksM7JkQB52DCgQwf70muNBykp0pBa2UYLIiKiqqSUQnFxMUpKSmo6K7csV1dXONvoSWBQbUNV7xgiuv7WrQMGD9b/PnYMaNq05vJDREREVFmFhYVITk5Gbm5uTWfllmYwGBAZGQkfHx+L76o6dixnIB8R0fU1cCDQsiVw+LD0PjdpUtM5IiIiIrKf0WjEmTNn4OzsjIiICLi5ucHAobPXnVIKly9fxoULF9CwYUObPdZVhUE1Ed0wDAa5f3boULlXmb9BRERE9FdSWFgIo9GIqKgoePFepBoVEhKCs2fPoqioiEE1Ed1aBg+WB4EFBtZ0ToiIiIgc4+TkVNNZuOVdzxECDKqJ6IZTu3ZN54CIiIiIyD5sQiEiIiIiIiJyEINqIiIiIiIiIgcxqCYiIiIiIrrF1a1bFwaDwWL65z//WTrPb7/9hiFDhsDf3x++vr7o1KkTzp8/X/p9QUEBHn30UQQHB8Pb2xtDhgzBhQsXamJzrisG1URERERERLe4vXv3Ijk5uXRKSEgAANx7770AgFOnTqFr165o0qQJtmzZgkOHDuGFF16Ah4dH6TKmTp2KFStW4Ouvv8aOHTuQnZ2NwYMHo6SkpEa26XphUE1ERERERFRdlAJycmpmUsrubIaEhCAsLKx0Wrt2LerXr48ePXoAAKZNm4aBAwfizTffxG233YZ69eph0KBBqP3/T5jNyMjAggUL8M477+COO+7Abbfdhi+//BJHjhzBjz/+CAA4e/YsDAYDvvvuO/Tq1QteXl5o1aoVdu/eXZqPRYsWISAgAGvXrkXjxo3h5eWFESNGICcnB59//jnq1q2LWrVq4dFHH71hgnUG1URERERERNUlNxfw8amZKTfXoSwXFhbiyy+/xMSJE2EwGGA0GrFu3To0atQI/fr1Q+3atdGxY0esXLmyNM3+/ftRVFSEvn37ln4WERGB5s2bY9euXWbLnzZtGp5++mkcPHgQjRo1wn333Yfi4mKTXZaLOXPm4Ouvv0Z8fDy2bNmC4cOHY/369Vi/fj0WL16M+fPnY9myZQ5tX1VjUE1ERERERESlVq5ciWvXrmH8+PEAgNTUVGRnZ+P1119H//798cMPP2DYsGEYPnw4tm7dCgBISUmBm5sbatWqZbas0NBQpKSkmH329NNPY9CgQWjUqBFmzpyJc+fO4eTJk6XfFxUVYe7cubjtttvQvXt3jBgxAjt27MCCBQvQrFkzDB48GL169cLmzZurd0fYie+pJiIiIiIiqi5eXkB2ds2t2wELFizAgAEDEBERAQAwGo0AgKFDh+KJJ54AALRu3Rq7du3CvHnzSoeIW6OUgsFgMPusZcuWpf8PDw8HIIF7kyZN/j/bXqhfv37pPKGhoahbty58fHzMPktNTXVo+6oag2oiIiIiIqLqYjAA3t41nQu7nTt3Dj/++CO+++670s+Cg4Ph4uKCZs2amc3btGlT7NixAwAQFhaGwsJCXL161ay3OjU1FV26dDFL5+rqWvp/LeDWAvey32vzWPvMNE1N4vBvIiIiIiIiAgAsXLgQtWvXxqBBg0o/c3NzQ/v27fHHH3+YzXv8+HHExMQAANq2bQtXV9fSp4YDQHJyMn799VeLoPpmw55qIiIiIiIigtFoxMKFCzFu3Di4uJiHis888wxGjRqF7t27o1evXoiPj8eaNWuwZcsWAIC/vz8eeOABPPXUUwgKCkJgYCCefvpptGjRAnfccUcNbM31w6CaiIiIiIiI8OOPP+L8+fOYOHGixXfDhg3DvHnzMGvWLDz22GNo3Lgxli9fjq5du5bO895778HFxQUjR45EXl4e+vTpg0WLFsHZ2fl6bsZ1Z1CqEi8vu4FlZmbC398fGRkZ8PPzq+nsEBERERHRLSY/Px9nzpxBbGwsPDw8ajo7t7TyjkVVx468p5qIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiOgWV1xcjOeffx6xsbHw9PREvXr18NJLL8FoNJbOM378eBgMBrOpU6dOZsspKCjAo48+iuDgYHh7e2PIkCG4cOHC9d6c68qlpjNARERERERENeuNN97AvHnz8PnnnyMuLg779u3DhAkT4O/vj8cff7x0vv79+2PhwoWlf7u5uZktZ+rUqVizZg2+/vprBAUF4amnnsLgwYOxf/9+ODs7X7ftuZ7YU01ERERERFRNlAJycmpmUsr+fO7evRtDhw7FoEGDULduXYwYMQJ9+/bFvn37zOZzd3dHWFhY6RQYGFj6XUZGBhYsWIB33nkHd9xxB2677TZ8+eWXOHLkCH788UcAwNmzZ2EwGPDdd9+hV69e8PLyQqtWrbB79+7S5SxatAgBAQFYu3YtGjduDC8vL4wYMQI5OTn4/PPPUbduXdSqVQuPPvooSkpK/twBqgIMqomIiIiIiKpJbi7g41MzU26u/fns2rUrNm7ciOPHjwMADh06hB07dmDgwIFm823ZsgW1a9dGo0aNMGnSJKSmppZ+t3//fhQVFaFv376ln0VERKB58+bYtWuX2XKmTZuGp59+GgcPHkSjRo1w3333obi42GS/5WLOnDn4+uuvER8fjy1btmD48OFYv3491q9fj8WLF2P+/PlYtmxZZQ5HteDwbyIiIiIiolvcv/71L2RkZKBJkyZwdnZGSUkJXn31Vdx3332l8wwYMAD33nsvYmJicObMGbzwwgvo3bs39u/fD3d3d6SkpMDNzQ21atUyW3ZoaChSUlLMPnv66acxaNAgAMDMmTMRFxeHkydPokmTJgCAoqIizJ07F/Xr1wcAjBgxAosXL8alS5fg4+ODZs2aoVevXti8eTNGjRpVnbumQgyqiYiIiIiIqomXF5CdXXPrttfSpUvx5Zdf4quvvkJcXBwOHjyIqVOnIiIiAuPGjQMAs+C1efPmaNeuHWJiYrBu3ToMHz7c5rKVUjAYDGaftWzZsvT/4eHhAIDU1NTSoNrLy6s0oAYkMK9bty58fHzMPjPtKa8pDKqJiIiIiIiqicEAeHvXdC4q9swzz+Df//43Ro8eDQBo0aIFzp07h1mzZpUG1WWFh4cjJiYGJ06cAACEhYWhsLAQV69eNeutTk1NRZcuXczSurq6lv5fC7hNnzRu+r02j7XPTNPUFN5TTUREREREdIvLzc2Fk5N5eOjs7Fxu0Jqeno7ExMTSnua2bdvC1dUVCQkJpfMkJyfj119/tQiqbybsqSYiIiIiIrrF3XXXXXj11VcRHR2NuLg4HDhwAO+++y4mTpwIAMjOzsaMGTNwzz33IDw8HGfPnsV//vMfBAcHY9iwYQAAf39/PPDAA3jqqacQFBSEwMBAPP3002jRogXuuOOOmty8asWgmoiIiIiI6Bb3wQcf4IUXXsCUKVOQmpqKiIgIPPTQQ3jxxRcBSK/1kSNH8MUXX+DatWsIDw9Hr169sHTpUvj6+pYu57333oOLiwtGjhyJvLw89OnTB4sWLbpp31ENAAalKvP2shtXZmYm/P39kZGRAT8/v5rODhERERER3WLy8/Nx5swZxMbGwsPDo6azc0sr71hUdezIe6qJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiq0E3yLOi/tOt5DBhUExERERERVQFXV1cAQG5ubg3nhAoLCwHgurzKi++pJiIiIiIiqgLOzs4ICAhAamoqAMDLywsGg6GGc3XrMRqNuHz5Mry8vODiUv0hr0Nr+Oijj/DWW28hOTkZcXFxmD17Nrp162Z13uTkZDz11FPYv38/Tpw4gcceewyzZ8+2mG/58uV44YUXcOrUKdSvXx+vvvoqhg0b5kj2iIiIiIiIakRYWBgAlAbWVDOcnJwQHR19XRo1Kh1UL126FFOnTsVHH32E22+/HR9//DEGDBiAY8eOITo62mL+goIChISEYNq0aXjvvfesLnP37t0YNWoUXn75ZQwbNgwrVqzAyJEjsWPHDnTs2LHyW0VERERERFQDDAYDwsPDUbt2bRQVFdV0dm5Zbm5ucHK6Pnc7G1Ql7+Du2LEj2rRpg7lz55Z+1rRpU9x9992YNWtWuWl79uyJ1q1bW/RUjxo1CpmZmdiwYUPpZ/3790etWrXwv//9z+qyCgoKUFBQUPp3ZmYmoqKikJGRAT8/v8psEhEREREREd0iMjMz4e/vX2WxY6VC98LCQuzfvx99+/Y1+7xv377YtWuXw5nYvXu3xTL79etX7jJnzZoFf3//0ikqKsrh9RMRERERERE5olJBdVpaGkpKShAaGmr2eWhoKFJSUhzOREpKSqWX+dxzzyEjI6N0SkxMdHj9RERERERERI5w6EFlZW/2Vkr96RvAK7tMd3d3uLu7/6l1EhEREREREf0ZlQqqg4OD4ezsbNGDnJqaatHTXBlhYWFVvkwiIiIiMlFQAOzaBRw8CPTuDbRqVXGawkJg505g/Xrg0CFgyBBg8mTA3ve+JiYCe/cCLVsCDRpUPs9FRZLfn34CYmOBgQMBvp6IiG4wlQqq3dzc0LZtWyQkJJi97iohIQFDhw51OBOdO3dGQkICnnjiidLPfvjhB3Tp0sXhZRIRERHdVIxG4ORJCW4PHQJOnADatQMefBCoVcv6/IcPAz/+CCQkANu3A3l58p2TE/DPfwIvvwz4+5unS04GNmyQQPqHH4CsLP27hATg88+B+fOB226zXGdODvD775JuxQoJqDX16wP9+0tA3749EBlpGSBnZgJ79gA7dsj0009Abq7+fd++wIcfWg/QlQL++EMaAQ4ckGD8yBGgbl3gkUeAv/0N8PS0vm+LioD9+4HNm2Xas0fy+9hjwH33AR4e1tNped67F9i9W9Zbt640Ptx+O1De+3GvXZP1aPmNigK6d5epTh3b6ZSSY79zp5SDunVlXa1bA66uttOZpk9PB3x9AUdHfZaUAEePAkFB5ee1JiUmAlu3Aj//DMTFARMmAG5u1udVCtiyRfaphwfg5QV4ewM9esj+/asrKZEyeuaMlPWiImkY69cPCA+3ne7KFWDVKrnuZGbKtaC4GOjTB7j7buvXnZwcWdfPP8v51qWLNKpVVDbPnwe2bZPzKCQEGDwYaNNGrlW2FBbKejZtknQREXLu3XGHHL/y/Ilbl62p9NO/ly5dirFjx2LevHno3Lkz5s+fj08++QRHjx5FTEwMnnvuOVy8eBFffPFFaZqDBw8CAB588EE0btwYzzzzDNzc3NCsWTMAwK5du9C9e3e8+uqrGDp0KFatWoXnn3++Uq/UquonuBEREdFNrrgY+P574LPPJBh78EHg0Ucr7oXVgrfNm4GLF6US1759xT2oJSVSAVyzRoKonBwJGPPygGbNgKFDpSc2MFDWceWKVGZ37pTgYPt24OpVy+V6eQHjxkn6pCTg9GkJbLduBS5fNp83PBxo2FAqrwAQGgo89JAEeBcuyPoOHzZPExICDBgA1KsHvPuuVK6dnIC77pIgpahItuP4ceDsWfO0BgPQtKkEgWVfLRQaKr3lRUWy/mvXgHPnpDHAVECANB5s3y697e7uwDPPSLCTlyfrPnBAgqLyKspBQcD48bIdAQHSmHD0qBzHHTuA7Gzr6WrXlv0bFiZBgru75PPXX2U6cUKOl7X19e4tjQehoUBwsAQOR47IdPKk7byGh0uwGh4u6y8okGN/9aqsr+xxBaQcdOwoAXbXrvJ/g0HK0dWrsk6t0eD8eX3boqKk/N19twRZ1oKR5GTZx/v2SXncvVsCLBcXYOpUYPp0wMfH9vYoBaSlSfk4d05GHbRta3t+azIz5V9b9XyjUUZifPMNsG6dnAem6tUDXn0VGDlSD9RKSoCVK4HXX5dtK8vZWRpjnnsOaNxY/zwvT+bftUv2x/nzst98fWVq0QLo1UuOQdlAXgv2t2yRberQQY5ZmzbWGzmMRtlv+/dLsLpvnzSK+PnJFBAg158+fYDmzeWYG42yngMH5Hqzdi1g7Z3ZLi7A8OHAlCkS/F66JMf62DHZjz/8INdJa1xdgTvvBJo0kfykp8s15MgR2a+mPD1l+8LC5LwICgLy8yVPly7JuVD22gFI+b/zTjmHQkIk3aVLwG+/yXT4sFxHy/LwALp1k2tdbCwQHS3rS06Wae9eZO7aBX+gymLHSgfVAPDRRx/hzTffRHJyMpo3b4733nsP3bt3BwCMHz8eZ8+exZYtW/SVWPmRiYmJwVmTnbds2TI8//zzOH36NOrXr49XX30Vw4cPtztPDKqJiIj+wnJypCJm7294SQnwyy8SIFy4ID0WhYVSWe7WDRg0SIKYsrKyJIDauBH43/8kCDXVrh3w6afmQ6OVkh6eTZv0oCQ52Txdy5YSlPfurVf+Skqk0vfzz9IjGR9vPRgy5ewsFcGLF817iDWenlJxbtVKgspvvrEMgk15ewM9e0rPzZ13SvBkMEjv9SOPSOOANe3byz4cOFCCHy0ISU4GnngCWLrU9jpDQmQ/3n23NDiEhcm2bN4sjRg7d0owWrbirYmN1QPDrl0lKHdykor3lCnSW26LuzvQqZOsv3Vr2VebNgFz5kgwV55ataRnslcvCTA2b5Z0Fy6Unw6QY9GpkwQOv/4qQcyVKxWna9hQ1tW2rZSxbdskECrbsGBtO9u1k3SnTsk+vXat4vVVxNNTyoqHhxyzrCxZvrXGCi8vfRRBZCTw9ttSLrV6v9YgtGuXBIRlGy169pRg9c47y2+QunQJeOUV4OOPpcy0bSvHqE0b2eaUFAkgN2wwP5+dnWWetm1l1MSlS/J5/frSAJCfL40NWrDp4QEMGybBYm6uLEt7E5F2XcnMlHPTWoBqjZeXlN+iImkYycqyvOZo3N2lgSMsTIJJrfHuxAnJqz1CQiT9yZP6qBSNv7+MLnFzk21MTTUfSWJLq1ZyHgYEyPU5J0caIsq77kRGSoNCbq40wNhTNrXj1bWrnKs//GC7octUcLBcd7t1k321erX1AL2MTKDmg+obEYNqIiKiKpSVJUFqUJB98+fl6cFqUREwYoQEGbYqy0pJz+b69dKrtG2b9Ii0bCnDX2+/XSqWWm9MRob0vv7+uwzr3bpVPrPFyUmClSZNpBKYkyMB4S+/mAdzQUHA2LFATAwwY4Ys09lZ1l9SIvtAq7SbcneX5YeESCWubKXXYJDllO3l8feXIdB9+kgQ5+Ul823fLsMsf/3VfP6wMAkKevSQ6bbbzIdRKiX74v33pecmJkZ65OrVk/1vradMU1AAfPSR7M+ICOkZjYwEOneWntXybN8u+9LFRSY3NwlWmjaVfVKR3FxZ72+/yT7Qeo7r1pW82KIU8PXXwJdfyj729JSpXj29Z9DaUO3iYjlOGzZIsKv1jNepI+l69ZKyV3aoaVERsHy5BObaqIK8PCmbLVpI0N6iheX+Ki6WgHLvXr037vJlPV2LFrI+a/sqM1OCqZQUKbOpqbKNAQFSZiIipByY9moajbIvd+yQ9e7cqffUenrK6IfoaPNGg/x8aTDQek6XL7cdjDg5SU/tbbdJ2q5dZdvj42V0x5kzto+ZKa2cHTyoj1xo0ULOU39/vRxo/x4/Drz3nvXeSGv8/WXExogRErT7+srn2dnA7NnAm29aNlbVqiW3Qjz6qPTcm9q7VwL61ast1xUWJtcJ7TqTny/5TE+XQHLzZuuNaM7O+jkdFCTz7tpVfoObq6uUl/btpTElKkq2IzNTysm2bTKZ3irh6iqNNnfcIY1b3btbDsE+eBCYO1fOp9xcOZdDQ+U6MGAAMGqUbJs1v/8ujRVXr+q9zyEhsm2Rkfp8RqPMe/iwjFbQerXd3WVdoaFSJtq3148XINenLVvkFpDLl2VKS5P1NG0qDYTNm0v+TM9bpeQ6umePlGdtdISnp5x/4eFAvXrI7NED/k2bMqgui0E1ERHdtK5dkwrTtWvAPfdUfK8YIJWIFSv0Ss/EidKTamuIZkmJVES+/14Cjx075LMBA4CHH5YeS9Nh0SUlUiFLSJBezx07pBJkqn59YMwYCZTc3SXwSkzUK/1az5Gj/P2l4hwXpy8/M1Py//+3nlkVGyvpBg3ShzADEsA89hiwbJllGhcXCVK1AKxzZz14u3oVWLIE+OIL6dUz7aEMDJTKYocOss5u3cq/t/D0aellioqS/WbrHmCiily7JueFvWVIKTlvtmyR8u7nJ0FORIQEvrauO3l5wKxZwIIF8n+lZDINOjt1kvvgtYaAxETgnXeATz4xDwRt6dBBhmg3aCANAJs3S6AWHCzrCQuTYLNv3/LvE09PlyDNxUXOXw8PuX5UdE09ckQC7LAwCQDr1JHgrrwedqXk9oKzZ+Uao62vaVPz4FGb9+xZaeTQhigrBTRqJI0ZMTHl358PSAPgTz9JsN2okVw/Kkqjyc2Vhofg4PLvYb6JVHXsyKCaiG5smZlysQ8Lq+mcEDnu8mUJSAMD7ZvfaJTK0erVErD+8os+HLROHeCNNyRYNa3QKSX3wWmB9C+/WC43MFCG/LZoIb0qeXlyL+CePXplzJbISKnYlZTIVDZ41Oa5807pgVqxouLeJTc36T0ZOFACXD8/6QHdvl0qsFevyjUgI0MfRtmkifzbtav0mtmqNJ47J73g6elSYfb2lt6vjh1lO8qze7fsFzc3mXx9pffFnsYMQLY/PV0quVFRfFo1kS1paTLMVxs9kJEhk/Z/APjHP+S+X55HVIUYVNvAoJroJlRcLJXmY8eADz6Qe+mIasLFi/Iwq6++kt7RRx6Rh93YGlZrNEqPz5o1Mu3fL5+HhurD1po21aeCAhk+eeaMBJOrVlnew9i4sQTC2n2hWq/plSsSwB0+LEMlNdo9gMOGSc/NO++U/2AkQH/a7YABMiklT3n+7DNZR1m+vpKHO++UqVEjveKbkyPbsXatBMYFBRJkBgRIz9Xtt0vPUnlPVSYiIqoGDKptuGmD6t9/l4cBHDsmr3QYMMD+tNrTNO25t0mTnS1D+c6ckfsvHHmn5J9hNErlNSzMvtdCANJjsn+/TJ06WX/FhzUZGfLwmKNH5T6Viobkma7v0CGpMHt6yr04tWrJ/VyV2deVlZ8vPSfnzsmwqehoqcyW95TaEydkmNThwzL99ptU4P/zn/IfDJKVpT9hct8+GRLarJk8nKZLF/taiwsLpfyGhJT/uobyfPON3M+jefZZGWJmz9Ck06elUh8X59hQphMnpKft6FFg9OjKnXslJdIzGRpa+ZZ1o1HvCTQapYzZswxt2N66ddLL17y5HOeK7octLpZ027fLw3Hat5degYpes1JcLD2b338vZaVHDykf9ryeJTFR7rs9ckR6KPv0qTiN5upVKcfNm9v/QKuiItm+rVslMNR6QOrUketqt27Wy8i5c3If5YoVsl/LPjgoIkL2VUyM/kTg48f1exrteUhReXx99QdF9e4t+c3Pl/sLX33Vei+wm5uc28OGyTXc9JpUUgJ8950M0czNlWDW01PKSIcOMpw5Ls56z29+vgy3zMuTa46zs37vnL3DC4mIiG4QDKptqPag+sIFeVBEkyYyBM2+TMl9Xfv3S+/AqVNy/9jgwcC//iUPDygrP18qZAkJ0sJf9qmcw4fLgxaiosw/V0ry+NNP+jC+/fulAtSzJzBtmlRcy1bOS0qkYrt9uwyT27RJgiHNgAHSI9OvX/nBm/Zk1NRUy4dn2FJSIvvl4EH9NQH790tAFxMDzJwprzGwtt7Tp2UfJSRInk1fMdK/v2xv1676Z0aj7Mvdu/Xp2DHzV2DUqiX31vXqJZXl0FD5LDFRAqwTJyTA1F4jUZbBIAHn0KHyxFNrx1dTVCTH95NPpJIfE2M5RUXJ/tmwQaZ9+yxf2REeDtx/v5QLJycpc1evSoV+/frye6U6dpQgyM9PjnlurgwX3brV8kE+ZdNNnizDR2NjZR/l5Mj+PHpUArOff5Z/tfsrQ0OlXGhPk23fvuJAVylZ1969UnHXevpGjZIngJZ9r2pBgcyzerVMv/0mn4eESJDRt6/8a+sBOHl58qCQjRsl/dGj5t+PGiXnnrVh6MXF+utctNfeZGZKr93IkZK2eXPb23rihAQ7330n+85U3boyzPf++6Vhw1RGhgwNXr9eykjZpxHXqiUPXpo8WW8wys6WfaoNsd292zI4i4mRB7OMGaMfp6Ii2cbt2+XeXmsPiWrQQJ6UW7YBIi1NArKNG2UqWy7vu09e02Nt3yYl6Xndtk0aeJSSa8zAgbJ/u3eXv11d5TxMSpKA+Nw5OSbr15f/5NGYGLlP2cVFtunqVSlLp06Zz9etm9yTfOGCjJyo6B2XXl5S7u66S8q9t7c0NB07JuXz2DGZTp+WddetK41zjRrJtvXsaftampQkecjJkaA4MFCGXvfpY39jAxER0S2KQbUNFe4YLejbskUqlUOHln9PlVJS8VuxQp6GqFV0DQYJllq2lEl7emNgoPSwXrwoPRVr10qwV/adjBonJ6kMDhgglaPERAn6du40f4Koq6tUkiIjgYULJdDx8pIgytlZ/s7MlEpy2Qp1WR06yBMAs7P1VwLs2WMZINarJ/tm82b9M09P/WEJsbF6z0RJiVQK9+zRXy/g6SmVwb59JY32zr6CAr2H9+BB2++WMxUXJ09kLCiQinlSklTmy7570N9fjsPOnXpvUv36chzz8qSibO1BGLGxso49e2T59vLzk8DQaJQK+JUr+jsfNV26yMN97r1XeoQKCmSb4+MlKLx40f71aby95dhERkql39pwTFOurpKPdu1k/zRsKL2/8+ZV/HqGmBgpM23bSjC3ejWweLHlg4h8fW3fh+nnJ+WtbA9feLgEGbVq6U+vbNBAXq2hDQXdtk16Pz08JDj6/nt50FJxsf7e0w4dZJ/s3StlyrRByMVFApKyZSwuTspmvXoSFCUlybVh927zbXNxkQaW6Gg594xGKWcPPij/enjI+nbulIaw8u5FBWRba9eWyd9f5r92TcpO2acK26KdT4Dsh6NHzZ8s7O0t53i3bvLAJO11F7Vryz67ds3y+AEyHPf22yXwX7xYf91HeLhcq7KzZSrb0BIYKPuyZUsJ8LRrUPv2epnPzJRA0pSTk8xTty7w7beyb/38gEmT5LqWlyfn1e7dloEtIA9Sqcz5CkjjSv/+Uq4DAmQ//vSTPJBKe/dpWc7OUsb69JEGhqZN9e8KCuQJxOvWyb7Rnghcp47+KqCyT2m2pbBQytst8nAYIiKimsag2garOyYrSwKYtWslQCxbce3aVSpKkZH6+y0TE6Uit2ePeS+EwSCV4soO52vSRCq5jRpJ0ODiIq+9WLfOdpqICOlR699fgm6tR+7IEbmndMcO6+mcnaVy27GjTJ06SYD77rvSI1r2fXUaX18Z9te7t/SoNG0q23vypLxqY+FC+94v5+oqea1MZdfTU/J8220S+LVvL4Hu3LkyzNfWel1cJM/afXzt2slnp07JA3wWLbJs0PD0lOV37ixTp076KzBKSqSXcuVK2c+XLsmUni7Ho2FDmeLiJGBp3tyyBz0xUQLPlSulvGkBSGCgBA9HjpjnqXZtGTrarp0+rNt0Sk2V/XnnnVIO+vaVCrs22qCwUHonv/hCyoSXl/7qmWbNJE2fPpZPmASkbL/zjvRyOjvrD+Np1EgC2W7dJJgsKzVVjs2GDfrIBNPtiYuThqYOHaQM1q8v5e7wYenl3LxZ0tp67+CYMfprUoYMkXtRH3pIGgEA6eWcPFl6dq0JCpL9NGSIbL+Xl5zLP/wg0969lr39piIiZJ/17asH/YD03P/jH3pvuTUBAdJj2qOHNCrVqyc9pEuXynXINOAvSwvghw/Xz3knJylDCQmyTzZssHw1DyANXQMHytStm96zWVIiw3yff97yNR116si82mQ6RD43V3qbX3/dsie6Vi25bnbrJtvarp1+HmRmAi+/LL351vLZvLns2z59JK12XfvlF2l8svWuTINB3jWrrbNrVylrR47Ivv32W8vy4OsrwXN0tKx3yBA5362NesnL038jPDz017g0aCDrZK8vERHRTYdBtQ2lO+Zvf4Oft7c8ln7zZvOKrKurVPZdXKQXrKJNd3GRyvE998hw3tBQCbSOHJEgQfv32DHptahVS3/Mfq9e0htu691uBw9KsJuYKMN8o6KkEti1qx7UWqOUPizcyUkmd3d5MXvbtraHpqemysNmUlOlwunnp7/mo0WL8od2FxfL/vz9d1lvYqK+75SSgLFzZ33Y96+/SgCzaZMEb1pPpMEgAXTr1jLddpsEqrbWffWq7KOffpK8hoTI1KaNBC7WgkVNSoocF+39ld7ekk9779P+s5KTJaCZP9+8MUe7d/H+++UdiuUNk8/Pl/yWd2xqWk6ObF9wsEz20N47+OOPeg+lUnKPaHGxDFceNUo/D377TQJHU5cuSRD2008SFLVrJ/s1Nrb8+4+vXJHAPCFBGky09xXWqSNBV+PGttMXF0sDxqFDcmzy8yX/bdvKdaK88yg7WxpOUlMlwL12TbZbC+AaN9YDeFvS0ixvAWjUSBouypOdLXn28dHfcerrW/F92teuybns5SVpfXxkeHZFvaknT8rIHq2hxsNDrk/lvfO2pET27b59+n2+3t5ynejSxXKof1lKyTKKiuSYeHnxKbFERERkE4NqG0p3DACz3dKwoQS3/fpJ4Ke9DuPCBRm6t2aNVPJdXaUCGBio9/K2aWPf/dPFxVKZ47skqaySEgniMjMl8IuJYWXflk8/leG/gARhhw7JubtyZY1mi4iIiIhuLgyqbSjdMS+8AD9nZ+kFGjDAdk8xEd14nn0WeOst/e/t280fOEdERERE9CcxqLbhpn2lFtGtxGiU2y1WrpQRI7t3s2efiIiIiKpUVceOfLkkEd04nJyAr76SB83178+AmoiIiIhueAyqiejG4ukpT/gmIiIiIvoL4EsxiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQQyqiYiIiIiIiBzEoJqIiIiIiIjIQTfNK7WUUgDkRd5ERERERERE1mgxoxZD/lk3TVCdnp4OAIiKiqrhnBAREREREdGNLj09Hf7+/n96OTdNUB0YGAgAOH/+fJXsGCJTmZmZiIqKQmJiIvz8/Go6O3STYfmi6sKyRdWJ5YuqE8sXVaeMjAxER0eXxpB/1k0TVDs5ye3h/v7+PPGo2vj5+bF8UbVh+aLqwrJF1Ynli6oTyxdVJy2G/NPLqZKlEBEREREREd2CGFQTEREREREROeimCard3d0xffp0uLu713RW6CbE8kXVieWLqgvLFlUnli+qTixfVJ2qunwZVFU9R5yIiIiIiIjoFnPT9FQTERERERERXW8MqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIiIiIiIyEEMqomIiIiIiIgcxKCaiIhuaYcPH8aECRMQGxsLDw8P+Pj4oE2bNnjzzTdx5cqV0vnq1q2LwYMH12BOq1bPnj3Rs2fPCucrKirCxx9/jPbt2yMwMBBeXl6IiYnB0KFDsWLFCrN5Z8+ejeHDhyM2NhYGg8Hm8mfMmAGDwVA6eXl5ITIyEv369cMHH3yArKwsizSffvop7r77btStWxeenp5o0KABJk+ejOTkZEc2n4iIqMowqCYiolvWJ598grZt22Lv3r145plnEB8fjxUrVuDee+/FvHnz8MADD9R0Fmvc2LFj8eijj6JXr1748ssvsWbNGjz//PNwcXHB999/bzbvvHnzcO7cOfTu3RshISEVLjs+Ph67d+9GfHw83n77bURHR+PZZ59FXFwcDh06ZDbv9OnT4ePjg9deew3x8fF49tlnsXbtWrRt2xaXLl2q0m0mIiKqDINSStV0JoiIiK633bt3o1u3brjzzjuxcuVKuLu7m31fWFiI+Ph4DBkyBID0VDdv3hxr166tiexWOa0XecuWLTbnOXPmDOrVq4cXX3wRM2fOtPjeaDTCycnJ6t/NmzdHcHCw1eXPmDEDM2fOxOXLlxEcHGz23aFDh9CjRw/4+/vj+PHjpcclNTUVtWvXNpt33759aN++PV5++WU8//zz9mw2ERFRlWNPNRER3ZJee+01GAwGzJ8/3yKgBgA3N7fSgNpUfHw82rRpA09PTzRp0gSfffaZ2feXL1/GlClT0KxZM/j4+KB27dro3bs3tm/fbjbf2bNnYTAY8Pbbb+Pdd99FbGwsfHx80LlzZ+zZs8ds3vHjx8PHxwcnT57EwIED4ePjg6ioKDz11FMoKCgwm7ewsBCvvPIKmjRpAnd3d4SEhGDChAm4fPlypfdReno6ACA8PNzq96YBtbW/HdGqVStMmzYN58+fx9KlS0s/LxtQA0Dbtm3h7OyMxMTEP71eIiIiRzGoJiKiW05JSQk2bdqEtm3bIioqyu50hw4dwlNPPYUnnngCq1atQsuWLfHAAw9g27ZtpfNo92FPnz4d69atw8KFC1GvXj307NnTaq/thx9+iISEBMyePRtLlixBTk4OBg4ciIyMDLP5ioqKMGTIEPTp0werVq3CxIkT8d577+GNN94oncdoNGLo0KF4/fXXMWbMGKxbtw6vv/46EhIS0LNnT+Tl5VVqPzVt2hQBAQGYOXMm5s+fj7Nnz1YqvaO0xgzT/WrN1q1bUVJSgri4uOuRLSIiIqtcajoDRERE11taWhpyc3MRGxtb6XQ7d+5EdHQ0AKB79+7YuHEjvvrqK3Tv3h0A0LhxY3z00UelaUpKStCvXz+cPXsWc+bMsXh4l6+vL9auXQtnZ2cAQEREBDp06IANGzZg9OjRpfMVFhZi5syZuPfeewEAffr0wb59+/DVV1/hxRdfBAB88803iI+Px/LlyzF8+PDStK1atUL79u2xaNEiTJ482e7t9fb2xpIlSzBu3Dg89NBDAICgoCD07t0bY8eOxV133WX3siojJiYGAJCUlGRznqysLEyZMgVRUVGYOHFiteSDiIjIHuypJiIislPr1q1LA2oA8PDwQKNGjXDu3Dmz+ebNm4c2bdrAw8MDLi4ucHV1xcaNG/Hbb79ZLHPQoEGlATUAtGzZEgAslmkwGCyC2JYtW5rNt3btWgQEBOCuu+5CcXFx6dS6dWuEhYWVe/+0LQMHDsT58+exYsUKPP3004iLi8PKlSsxZMgQPPLII5Venj0qetxLfn4+hg8fjnPnzuHbb7+Fj49PteSDiIjIHgyqiYjolhMcHAwvLy+cOXOmUumCgoIsPnN3dzcbVv3uu+9i8uTJ6NixI5YvX449e/Zg79696N+/v9Xh12WXqd3fXXZeLy8veHh4WMybn59f+velS5dw7do1uLm5wdXV1WxKSUlBWlpapbZX4+npibvvvhtvvfUWtm7dipMnT6JZs2b48MMPcfToUYeWWR6toSAiIsLiu4KCAgwbNgw7duzA6tWr0bFjxypfPxERUWVw+DcREd1ynJ2d0adPH2zYsAEXLlxAZGRklS37yy+/RM+ePTF37lyzz629e7mqBQcHIygoCPHx8Va/9/X1rZL1REdH4x//+AemTp2Ko0ePVvk9zatXrwYAi6HyBQUFuPvuu7F582asWrUKffr0qdL1EhEROYI91UREdEt67rnnoJTCpEmTUFhYaPF9UVER1qxZU+nlGgwGi6eJHz58GLt373Y4r/YaPHgw0tPTUVJSgnbt2llMjRs3rtTysrKykJ2dbfU7bSi7td7kP+PQoUN47bXXULduXYwcObL0c62HetOmTVi+fDn69etXpeslIiJyFHuqiYjoltS5c2fMnTsXU6ZMQdu2bTF58mTExcWhqKgIBw4cwPz589G8efNKP4xr8ODBePnllzF9+nT06NEDf/zxB1566SXExsaiuLi4mrZGjB49GkuWLMHAgQPx+OOPo0OHDnB1dcWFCxewefNmDB06FMOGDbN7eX/88Qf69euH0aNHo0ePHggPD8fVq1exbt06zJ8/Hz179kSXLl1K59+3b1/pE8IzMzOhlMKyZcsAAO3bty99AJlm//798Pf3R1FREZKSkrBx40YsXrwYtWvXxpo1a+Dm5lY674gRI7BhwwZMmzYNQUFBZq8d8/PzQ7NmzRzZZURERH8ag2oiIrplTZo0CR06dCh9NVVKSgpcXV3RqFEjjBkzxqEHcU2bNg25ublYsGAB3nzzTTRr1gzz5s3DihUrHHpQWGU4Oztj9erVeP/997F48WLMmjULLi4uiIyMRI8ePdCiRYtKLa9BgwZ48sknsWnTJqxatQqXL1+Gq6srGjZsiFdeeQVPPvmk2bup//vf/+Lzzz83W4b2tPKFCxdi/PjxZt/1798fgNwbHhgYiBYtWuCNN97AhAkTLIaqr127FgDw6quv4tVXXzX7rkePHtW+b4mIiGwxqIoesUlEREREREREVvGeaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIH3TSv1DIajUhKSoKvry8MBkNNZ4eIiIiIiIhuQEopZGVlISIiwuzVkI66aYLqpKQkREVF1XQ2iIiIiIiI6C8gMTERkZGRf3o5N01Q7evrC0B2jJ+fXw3nhoiIiIiIiG5EmZmZiIqKKo0h/6ybJqjWhnz7+fkxqCYiIiIiIqJyVdVtw3xQGREREREREZGDGFQTERER/cUoBfz+O5CfX7k0W7cCzzwD7N5duXQ7d0q6nTsrn9c/IycHmD8f6NgRGDIESEmxP61SwKFDQFJS9eWPiAhgUE1ERES3uOJi4Pz5679epYAjR4AFC4ADB+xLc/IkMHMm0KgR0LQp0KJFxYHuhQvAq68CDRsCPXsCb78NdOsGvPee5MGWggLgiy+Adu2Arl0lXdeuwN/+Bly8WP46i4qANWuAe+4BfH2BkBCgSROgSxdg8mTg119tp1VK9sfUqUCdOsBDDwE//yzLa90a2LSp/HWnpwPvviv7p3VroG5d4OmngWvXyk8HALm5wJdfSr6nTgXOnKk4jSmjsfx9SkQ3J4NSN8epn5mZCX9/f2RkZPCeaiIioltIfr4EYT/9JD2Z48ZJQFWR9HTg00+Bjz6SoHr4cOCDD4CIiIrTnjwJLFoE7N8PxMYCzZrJ1L69BJHl5XXVKmDlSgkOU1P178aNA2bNAsLDzdOkpQHffAMsXgzs2WO5TIMBeOop4OWXAQ8P+aygAFi9GvjsM+CHHyTYAwAfHwnEtZ7qESNkHi3PSkkA+8UXwNdfA1euyOceHsDtt0uelQK8vYHHHpMgvX17oFYt2ZatW4HNm4Hly823zZo77wSmTAFq15b85uUB27cD334LnDqlz1e/PvDAA8D//ieNEAYDMG0aMGgQEBQEBAYCJ07IejdvBrZtk+UBgJsbUFgo/w8OBqZPBwYOlGOm3UqZlib7de1aWUdmpr5uJyfZR08+Kdtp7c07ly5JwL9iBfDjj5Kfbt1k6tkTaN5cX1dZOTlSFlatAlxcgMhImRo3Bnr1kvzbkpgIJCTIvm/SRPZTefNXNaVkqoK3EdF1dvasnGOdOwNeXhXPrxTwxx/Ahg1y7bv/fmkgsyU/H1i3Tq6xAQGAvz8QGgq0amX7XACAjAw5D93dZfn2XIsB4PhxYNkyaSANC5N11atX/rmXkZGJgIAqjB3VTSIjI0MBUBkZGTWdlXIZjZVPk52t1LZtShUWVn1+iIjoxldYqNTy5Uq9/rpSmZmVS3vggFJr1iiVm1u5dCkpSv36q1IlJfanKSxU6vvvlVq6VNLbKz1dqTlzlPrPf5RasECprVuVSk4uP01enlJffqlUz55Kubpq1XuZPDyUmj3bet5LSmT5EybIfKbpAKX8/ZX6+GPraS9elPz16GGZTpu8vJQaO1apTZtkGQUFSp0+rVRCglL/+Icsv+z8HTvqf/v4KPXEE0o9+aRS48YpdccdSrm46N87OSnVr59SixcrdeGCUuPH698FBioVEaFUcLDltnXvrtSiRVKnMBqV+uADfbl+fkrFxCjVqJFSUVHm6SIjlXrtNaUuX5Z9sHevUp06WW53eLjlZ7Vry3bs3avU4cNKbdmi1DffKDVihGyHrX2oHcN77lFqwwb9WOTkKPXgg+Wn06bbblNq3jw5X9avV6pJE/Pv/fyUuv122eayaevWVWraNKX69zf/PDBQqSFDlHrzTaVmzlTq3nuVatpUKYOh/Lw0bCjLO3BAqePHldq4UY7F+PFyvG2lq1VLysymTUr99ptSv/yi1K5dcuxuv91yfmdnpdq2lWUXFFg/b1JTpQyPGaPUgAFSltu3V2r0aKVOnbLjZFVKnTyp1L//rVRoqFINGii1e7d96TSJiXLOV1ZOju3tsqaoSMrPP/+p1PvvK5WfX7n1OVJnNxqVunrVvrRFRbIfKnONPXlSqX/9S6kHHlDq88/lGmCPggI598aPl3PdtKyvX289jdEo5+5jj8l8Zcvbffcpde6c+fxHjij1+ONyrlgr040by7G4dk1Pl5Gh1A8/SJkse92qW1eup99+q1RWlnn+kpKU+vRT6+eCNsXFKfXOO1LujUZZ1/HjSn30kVJNm1Zt7Mig+jrIyJAL3B13KOXmptSUKXJhqEhSklQwtILZurX8KNnr/HmlfvxRKh5ERPTXc/q0/A6EhZlXSo4cKT9dUZFSy5Yp1bWrni44WKnnn5fflvLSrVolgYOzs6QLDZWK2LffWg+U8/Kk4fef/1QqJMS8QtO6tVQAN260rNAWFUmAMG6cUu7utitE06ZJxS4tTamff1bqf/9TaupUy0pbSIhSgwdLkK191qePBLOrV0sA/vzzSsXGmqdr00aphQuV+uknCS5Mg8SePSWIe+wxpZo3N09nMEjQ9d//SoAxZIh5ZRVQytfX+nZFR0uarVv1IOGnn8yDa2tB4rvvWj9+a9aYlxFtqlNH9t+JE9aP965dMk/ZdF5eSv3tb9JAUlxsma6kRI7DmDESVJmmbdlS9teaNeV3Bpw5o9RTT0n6Bg2UatZMtnHECKW+/tqyAm1qyRKlOnSQ/a0FpYGBSg0bJo0zR49apikslO/atJG6WNltbtJEjrXWGKI5eFD2hZdX+YFzu3ZKvfqqUocOyXF95RVp/LDWcFN2qldPqRdeUOrtt6VsjxhhvZGi7GQwKNW5s6y7bHBep45Ss2Yp9dlnSr31lpyH3buX35jh6SkNBkVFlvvvyhU5T+64w3ow/8or1suKJjVVGgO0Mu7mptTDD0s5KE9RkZSl4cOl8czLS861efOUOnvWMngtKFBq82YJ7GrXNs9n/fpKrVxpO+A1GqWe/eabcu3w8pJ9duCA7fylpMhxGzJErhFaOWncWK4NZRtBtUa9hx9WKihI5nVykutXs2bS2LdsmcQOSsk+TUyUa9jAgdYbcBo3Vuq556z/Lpw+Ld+V3RcuLubX0JEj5Xrw4496A25cnHkaNzc5/qNH6/nw8JCGmYYNpfyYzh8VpdRdd8k+bNVKKW9v/Ttvb8m3tUalpk1l/rJl1d1drvGDBlle75ycpJFo0iRZZ4cO5ueei4tl/oCqjR05/Nvu5cvQshMnZEpOBvr2BUaPluE6ZSklQ5g+/hj47jvLB4k0ayZDjFq2NP88Jwf4/nsZwrBsmdyTBMjQBaUAV1dgxgzg2Wct16uUDF9btQpYuhTYtUs+j4kBXntN8lreEJ2CAhmqsXixDKMYPRp49FEZtnE9XbokQ7Scnat/XYWFwL59MrwkJqb8ISmmsrLkOO3fD/zyi5SNoCA5LmPHWi8TGqNR0l+7JuUqMlKGblW31FQZltaokdwfZy+jETh2TO5rux75JLpRJSbKMFlXVxn6FhNTcZrsbLmWL1kiD0sqLpbJywsYORJ48EHLob7avajz58uwXe1XOjRUruHJyYCnJzB3rgwX1igl17Nvv5Vhu4mJ8rmLi1xTtQc8ubrKMN4OHWQKDAT27pXhrzt3mg/Z9fSUIbmmoqLkGuLnJ9e+Y8dkmzQhIXJNPXTIPJ2XlwyFDQsDDh+We2pNfxtbtwY6dQJOn5bhhWfP6kOWbYmKAiZNAsaMkaF+2m/lvHlyD21urvV0vr6y/ydOlOGP2rW/pESGfz//vPwel2UwAG3bAkOHyr6PijL/XinZjwsXyjHIypLP3d3lWt+1q6Tr0cP677HRKL/fW7bIcMnAQPlt6dIFiIsrf1/k5MixcHGRIcDu7jLEuaLf0vx8GdZZUCBTSYlsY2Ve3ZqeLsto3Fjye70VFsp22zsMuahIHvJ25IjUcTp1kn1dUZpffpG63Z49sn+aN5epVSsp19ZkZUnd6ptvZOiss7OUG22I9+jRcj6WrX+UlMhQ+q++kuGwRUUyBN/DQ86ve+4B7r1XfpsBKXsXL8q15v335TphS5s2wF13yTXM21uuCR98IEPnAdmebt1kXe7ucp4nJJjXSfv1k/NnxQqpzwJA9+7AfffJPewxMXLN27xZbhn4+WfZJi29dl1zcZE0PXtK3bhJE7kG7dgh+zo+vvyH0wUFye0McXFy//vWrebnbkiIbOv69fpyunSRfRAZKcft9Gm5deTnn4GrVy3X4eQEPPyw3DpQWCj79vRp2e5168yvf2X5+Um8kJ0NXL4s1+WKbosA5JjUqSPPQyi7/P79JX7YvFnqoabXyZYtZX9o19HLl/XvwsPlt+uOO6TMARJTvPee7Wuthwdw991yje3dW8oLoD/zYNs28/ldXGR/T5ok2216/cnKkhjjww/lWmUqJERus5gwQX5fDAapI+/ZI2Xvu+9km0w5Ocn5N2aM1L3LDhXPyJBjtGCB/DZqfH3lVonRozPx739z+LeF6uqpPnJEWpNMW1fKtnp9+qkM9fj9d2kRf+cdaWUp24r00kvS+qq1rri5ybCeKVOkdXTwYMtWlNtvV+q772R4x5Ah+udhYdIyNHGiUs8+K61XZVuhDAalAgLMW1E//1yG6Vy+LK15+/dLa9/48TLMqOz2+flJy35qavn7qbhYqR07lJo7V1oyv/lGqXXrlLp0yb79XFwsvSN9+sh6W7SQ1mF77NkjreU+Pkp16SItfOW1lhqNSu3bp9Sjj+qthFor9x13SK/Qjz9aDpU0GqV1cfx42+VBKxMLFsi+PX5cehW2bpVW6E6d9N4fbfLwkFb9iobwnDsnZW3UKGnB7tBB9nF5Q4xSU5WaP1+2y7TFb+JE6fUpz5kzSs2Yoffq+PrKEMDKDiGl66ekRM6jAQOkHNs7SuXqVTl3+/RRavp0+4fIFRTI9UlrWa+MoiLpdbye5clolHPy44+l5+nZZ+0bgnjkiFJ//7v5EFxAqd695Xr3++/mPTsXL0pL/wMPlD+0U2s9HzFCjteDD0oLe9kW+DvvlP1bWCjX7n799O9iYuR62aWL5fC8oCDppbxwQfL37bfmPde2ppAQpZ5+Wqljx+QY//ijDOGNi7M9zDUoSIbobdig906mpEjv8N//br0XFZD98/e/y+9S2WvZ1avSI3nvvfp+jIiQbZgwQam1a8u/1h8/Lr+NjRvL9VLrYVmypOLRYhkZkqfFi+WceOwx+f3WhkDbIydHer20YYdEJSXXpyzk50sP9R13yO/B3/4mPeAffCC9u9YYjZLGWl1Qm5o3l2Hvpr3LRqOMxiyvXqRN7dvL0N+UFKkX3XlnxWkAGWUzdarUCw8ckBEBXbrY7nUPDZXr0bp1+vUoM1Ous7ZGxWiTp6dcN95/X64Bo0dXnL+OHWUUyYYNSv3xh1wnPvjA+q0FWt16/HgZCZKbK7e6HD4s+Z061TKdi4vULadOleuaqatX5do0dKjlbTDa1Lev/FbbGjnyyy9K9eoloxvi4mTfDhkiv5VXr9ouZ0aj/D4sXiy3dpw6ZV+9w2iUkTmbNsn+ys62L82hQ9KDPmeOUjt32pdOc/q0TKbX/qqOHW+ZnuqSEmml+u9/pae5aVNpzWnVSlq3IyOlFyA/X1qqdu2Snsjt2/VlREdLK1rDhtLivmCBPNzCFm9vaT2ZNElvdQGk1eiBB6Qnwpq6deVhKaNHy0MxNEpJC89jj0nrizXOztLzMHKktGAGBgKzZ8uDT7QWc41pS6GmTh1pxWrcWJ6cefSofO7iIi1j998vD/i4dk1a286eld7PtWut7wt3d2k9evJJ6w+NOXZMHmaycKHlEzZdXYGXXpJXeJRtaT99Wo7PokVyvMqqWxcYP16OVXS09NL88oveYmra2hUYKPtGa4E1zXv79tJCeOmSTKa9Hg0aAH36SGtn69bSWvfmm+atguVxc5NypD2N1M1NejA6dpRW7Dp1JJ8JCdJb9ccf1pdz++3SqxIaKnnNz5feptWrpYXP9Bg3aSKt84Dsk1dflfOgVi1puTtyRPbPpk3mrXouLnpLaVSUPAxnxAi9xdKU1ou/ciWwcaP0ArRuLedaly7S+m3viIBbUX6+lNM1a+Q4NG4MvPOOlDdbioqkV+yNN/RzFpCW+y++kDJaVmGhLP/LL+UcNO0xbNZMemQ7drRMV1Ii5errr6UFOD1d/+5vf5PejvJGt5w7J9fOBQukF6NhQzn/tVbz8qSlyTn/449yTR0/vvz9oklMlF7dxYul1d9USIjs37/9zbxc5uRID/OiRdJrqOnZU65HGzeaL8fdXc6vK1f0HmJNgwbSo9Opk1zXXFzkd+jjj20/tbl2bUkzaZL8RpkyGuXcnTHDsnfBy0t6Ce69V67Vnp6Wy/79d/mN+/ln6Z25dk16Jjt2lKlTJ9sPO8rKkmvp3r2yj1q3Bm67Ta4L5Z3XSsn15YcfZBmmv7/29C4WFck1yNr2EFHVSU2V34WrV+V3IS9PejiHDy//4X8nT8oD/06dkvrc2bPSS9url0y9e0vdrKyffpLfkqNHgd9+k952d3epy3btKr3fvXtbvybl5Umaw4elPlm7tvSOtmhh+3p07pz0Ll+4IOtKSpLt065/LVtarmvLFhm5+euvcv0ODZU0PXtKz2qzZtbXZTRKHe7XX6VHPThY8tiypf5AwfL256VL0uMfHm7f6M0rV2TkQGqq/O5oU2VGndxKqnqU800fVCcmylC4Dz+0HDZQllZgteEp2mfDhgH//KcM1ypb6Zo/H3jrLRkK4usrFYuoKHmX4v33y/Ata5SSIV4HDsjFw91dApSePSt+Ml5Wlpygp07JlJoqJ3TbtpLWWqUjNVUqjj//LCeqVrEMCJDAsV07CRC1CiMgF4MVK6Sivndv+fsOkG29/XZJl5sr69QCOED2X0SEPHnU1VUq9Kbf16olFciRIyWYXr1aPm/WTCpePj5yMdu92/ypoG5uMnRo3DhZ5ty55hV9a9zd5biOGyfDYEpKZJ/u3y9DjjZutP5eS19fYNQouYiaDhnUZGdLWfvyS7m4ZWXJZyEhsn/vuEP2cUSEXFCVknW99JJ5A441Tk7yI9O3ryxjwwYJYCp6R+ltt0kFe+RIGe6yc6e8nsQ0+LKlTx/Z1rvvliD5uef0gMHdXbbnrrukwnvkiEz79+tPWrWmc2e5HaFnz4rXX9O2bJHtHjtWzi975OfLub1xozSMNGkigXGLFtYbIQApB3v2yJDV5csth516eAAvvijDWV1d5TOjUQKjr76SYYVamff1lQDxu+/kB9nFBXjiCcmDVlHYuFFuEzF9vUxcnAxp/fRTOXcNBgnqGjWSipGbmzQcrVtn3oAWESENJd9+K3mKipJy2aaNXhH47TdJt26dLKPsr47BIMPIXnnF8imk2tOAv/hC1lG2bHXrJg2Q3brJtUK7fiUny3Xr88/lGGrBp5ubBI3dusk++u03+bxrV6l85OXJebttm5y7Wv7uuUdu79AaOs+dkzytWSPnkmmDm5OTHO8uXeTa1LWr7Wv6kSOynLw8qaiFhkpDoK1KpKmkJLnlR7vOuLvLeWXPk1yJiG5EWVn67Qs3EqXkN9Pfn087v1kwqLZB2zEPPZSBhg39kJUlQZnpex8DAiRo69dP7hk+dEgqNImJUjnRgunISAkOu3SRlrnIyPLXXVIiFaq/UktQXp4EfRER9vUa/vab3KezZIm0Prq5ScBQp44E5EOGSMVRq/ADcgHatUvea7lqlWVFGpD577xTD/q0yqBS0kP0+OOWPeyABApdukhPzIQJ0vKnyc2VfG7bJsf2/Hm5j6ZpU73FtFs3CRRsUUrKyM8/SzCvVXYjIyt/ode2u6L9vHWrtNaePy/5vnBBWjbvvFOm3r0tewCTkiQQWblS/tZ6wZo0kWB38GDr5bewUEYwLF0qwdi1azL6ITpaAuneveXfsvd65uUBc+ZIY1J5jVQNGkggPniwpDl0SM7F1av1+zPvvFOOhYeHNAQ5O0u+CgtlXw0bZt89q1VNKQmmZ8zQ7xVycpJW6pdftn2eJyZKz+PHH1sfteHhIY0QQ4fK/r16Vc6lEyfkuB8+rM9bp47suz59ZF//+KN8Xreu/KBnZUl603u/wsJkFMvkyVJO0tLkHrDly21va2ioXONM72FKT5cgfPFi2+kCAiR/Y8dKHp2dpbFr7FjzBi8nJznPyr4btk8f4B//kADwX/+Scx2Q8h4XJ+UnPFx6MHbsMG84atNGrhVbtsiICNPrip+f3F91+rTlPXi9egGPPCIjbrTrTGGhNDa+9JL1xqkGDaQ3/O9/t7x31pTRKD0zR49KHtq1k+sGERER3ZgYVNug7RggA4C+YwwGCb7GjpXeG1s9RdoQX0B/6ANZcrSl7sQJCRqzs2XKyZHK7+DBtnvzAelt0nqMsrMlYI6LkwryX6kR46/AaLT/mColAcSqVTK0yddXfzhGmzYypNdaI0JysgxbnT/fcrh9WbVqyfDb3r0rtx1KyYNNZs+WURnag35q15Z3mg4bZr0HMDtbenw/+UR/D6ybmwwH00YR1KkjQWCTJhLgenhIQ8HSpRL8aVfTqCi53mRmymiMo0fLf9AKIMsaPVqCzU6d9P2nlIx8eOIJyxEYvr4SFGsPELH28MJvvpH9mJ8vQWRRkZx7I0ZI46GtIWUJCdILm5kpU3a2pBsyRNKZNqCZ7sP//Ef2SVKSfozd3eWcHThQGnvKDgFcv162++JF63mJiJBjN2mS+S0xFy7IvvnxRwnAtZ5lQMpy06YSuE+eXP5Dns6ckf0ESAOPp6f0enfpwlsViIiIbkYMqm3QdszUqRm4dMkPRqP0SAwaJENviejGceaM9Oheviw91/n50rDl7i6B7NGj0rvt7CzPQXj44YqXmZsr9/maPgvAmpAQ6X3s0UN6cy9dkpEYy5bpQZmbmwR5//qX9PT/8AMwZYp5L6w1PXpIj/bQoeYBrtYIsXKlTL/8Ir3EdevK1LmzNPyV93T1K1ckcHd3l95Q7emVN+o9pkajHN+UFOnxtdWgqcnPl976kydlSkyURpo775RGjIqCW+0Wjl9/ldtFWrXiMGgiIiKyjkG1DdX9Si0iun7y8+VVQ0uWyN/jxkkPZ+vW8ooYrUe9sFACzcWLzYNiX1/p1RwyRHpZtde9fPGF9XvlNQ0byn3E48ZZH/o+e7as7+xZaRjIy5Oe7FGjpOe3vCHCpiozKoCIiIiIqhaDahsYVBPdXJSSp9ZPm2b+uZeX9GDn5po/VBCQgHvyZOlltnZbQXGxDDVesEDuXa9dW3+K5+DB5T9Qylr+8vLYG0pERET0V8Og2gYG1UQ3px9/1J+U/+uvQEGB+ff+/tJTPHas3OvLe2CJiIiIqDxVHTu6VDwLEVHNueMOmQB58NWZMzJ02tNTeon9/Ox7fyMRERERUXVgUE1EfxmurvLeZCIiIiKiGwUflUNERERERETkIAbVRERERERERA6qtqD6o48+QmxsLDw8PNC2bVts37693PkLCgowbdo0xMTEwN3dHfXr18dnn31WXdkjIiIiIiIi+tOq5Z7qpUuXYurUqfjoo49w++234+OPP8aAAQNw7NgxREdHW00zcuRIXLp0CQsWLECDBg2QmpqK4uLi6sgeERERERERUZWolldqdezYEW3atMHcuXNLP2vatCnuvvtuzJo1y2L++Ph4jB49GqdPn0ZgYKBD6+QrtYiIiIiIiKgiVR07Vvnw78LCQuzfvx99+/Y1+7xv377YtWuX1TSrV69Gu3bt8Oabb6JOnTpo1KgRnn76aeTl5dlcT0FBATIzM80mIiIiIiIiouupyod/p6WloaSkBKGhoWafh4aGIiUlxWqa06dPY8eOHfDw8MCKFSuQlpaGKVOm4MqVKzbvq541axZmzpxZ1dknIiIiIiIislu1PajMYDCY/a2UsvhMYzQaYTAYsGTJEnTo0AEDBw7Eu+++i0WLFtnsrX7uueeQkZFROiUmJlb5NhARERERERGVp8p7qoODg+Hs7GzRK52ammrRe60JDw9HnTp14O/vX/pZ06ZNoZTChQsX0LBhQ4s07u7ucHd3r9rMExEREREREVVClfdUu7m5oW3btkhISDD7PCEhAV26dLGa5vbbb0dSUhKys7NLPzt+/DicnJwQGRlZ1VkkIiIiIiIiqhLVMvz7ySefxKefforPPvsMv/32G5544gmcP38eDz/8MAAZuv33v/+9dP4xY8YgKCgIEyZMwLFjx7Bt2zY888wzmDhxIjw9Pasji0RERERERER/WrW8p3rUqFFIT0/HSy+9hOTkZDRv3hzr169HTEwMACA5ORnnz58vnd/HxwcJCQl49NFH0a5dOwQFBWHkyJF45ZVXqiN7RERERERERFWiWt5TXRP4nmoiIiIiIiKqyA3/nmoiIiIiIiKiWwWDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHMagmIiIiIiIichCDaiIiIiIiIiIHVVtQ/dFHHyE2NhYeHh5o27Yttm/fble6nTt3wsXFBa1bt66urBERERERERFViWoJqpcuXYqpU6di2rRpOHDgALp164YBAwbg/Pnz5abLyMjA3//+d/Tp06c6skVERERERERUpQxKKVXVC+3YsSPatGmDuXPnln7WtGlT3H333Zg1a5bNdKNHj0bDhg3h7OyMlStX4uDBg3avMzMzE/7+/sjIyICfn9+fyT4RERERERHdpKo6dqzynurCwkLs378fffv2Nfu8b9++2LVrl810CxcuxKlTpzB9+nS71lNQUIDMzEyziYiIiIiIiOh6qvKgOi0tDSUlJQgNDTX7PDQ0FCkpKVbTnDhxAv/+97+xZMkSuLi42LWeWbNmwd/fv3SKior603knIiIiIiIiqoxqe1CZwWAw+1spZfEZAJSUlGDMmDGYOXMmGjVqZPfyn3vuOWRkZJROiYmJfzrPRERERERERJVhX7dwJQQHB8PZ2dmiVzo1NdWi9xoAsrKysG/fPhw4cACPPPIIAMBoNEIpBRcXF/zwww/o3bu3RTp3d3e4u7tXdfaJiIiIiIiI7FblPdVubm5o27YtEhISzD5PSEhAly5dLOb38/PDkSNHcPDgwdLp4YcfRuPGjXHw4EF07NixqrNIREREREREVCWqvKcaAJ588kmMHTsW7dq1Q+fOnTF//nycP38eDz/8MAAZun3x4kV88cUXcHJyQvPmzc3S165dGx4eHhafExEREREREd1IqiWoHjVqFNLT0/HSSy8hOTkZzZs3x/r16xETEwMASE5OrvCd1UREREREREQ3ump5T3VN4HuqiYiIiIiIqCI3/HuqiYiIiIiIiG4VDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHMSgmoiIiIiIiMhBDKqJiIiIiIiIHORS0xkgIiIioutAKSAzE0hLA+rUATw87E9rms7dvXLrzMiQ/7u4yOTuDhgM9qUvLARSUoCkJMDXF2jcWJZh77qzs2V9bm7255mIqJIYVNurpEQuzCUlMgFAYCDg7Gw7jVLAlSvyQ6BNaWlA3bpAixZAgwbWfxhyc2Xeixf1f69cAaKj5cekcWMgPNz2D1JRkcyflgbk5AAxMUDt2vb9gBUXyzqvXgUiIoDgYPt/+GqSUkBWFuDjAzhVYgBGYaHsKzc3SWvvj25BgfzIZ2fLPs7NlcpJZKQcm/LKRVERYDTqf7u6Vi7PeXnA5cuAt7eUwfKOj1ahSE0FLl2SdAEBQFycHNvyaGkvX5bJx0fKREDAX6NMEFWH7Gwp/97e9qfRfgvy8+Vvg0Eq+RWdvyUlQHIykJgIXLgg/+blAbfdBrRvD4SE2E5rGohcvCjpwsPlHK5TR4KTsuvWznktXXKyXOsiI+X3JzIS8PS0XFdenlxjtOnyZVl/cLDkMSRE/h8YqF/rjEb5ndGuL9pUUAB4ecl6vLyAoCBJGxws18rcXLnmatcmbZ3Xrsln2dlyjW3UCGjZUn5rQ0IkP4WFkj4tTb8mnjsHnDwp0+XLQNOmsn/btJHtdXeXa7uzswSVGRkypabq+ygjQ7bNNK/a//38ZL0FBTJdvqzXBy5dknxfvSrLCA6WfDdsKMcqJ0d+17KyZN3a/69ckfUmJUk+IiJkW1u1kt/7ggIpa7m58n1ysvmUlyfHwMVFfgvatZN1OjvL8VFK0pnWQZKSZN9q6Zo0kfXVqyf7x8NDjk9OjuQ1M1PWdeoUcPq05NuUl5ess1EjIDZW1l1SInWQa9f0fZScLPvMlKcn0Lq1HFsfHz1gzskxL4Pa/wsKZLuioiS/Wp1IK5f5+VLmy06XLsny69WTPEZHy3EOCJBJK/v5+ea/lenpsj4vL7lO+Pnp511EhF5fycqSbdXWdfmynBeurjJp5V+b3Nz0Y5SbK8fl4kVJ7+Kiry8wUOqXDRvKv6YNJ1lZetnR6jC5uTJ5e8s+bdlS9pFpvaSgQMpoZqbk+dIlWU5Kiqy3VSuZyqtXaI0rV67I5OUl+9XaNaWswkI5b7W6T3R0xfW1/Hy9/CYnyz5s3hwIDa14fVp+r12Ta6W9jTglJXI+X7smx6FWrfKv8cXFcgzc3KQcl1d3NM1XQYGsy8vL/vqYUnK8UlP1a2VBgZTvRo1s78/CQuD8eTnmV6/KlJcnZaRJEzmvypaVS5f0qbBQL9Pu7rJPtDLt6qrHVXl5+m9PSop8p11PtXO1bCOg1kiolenkZPncy6v8ydNT8nXihH37zk4GpZSq0iXWkMzMTPj7+yPj8mX4BQVJQdVOem1Ha/9mZ8uF0nTy9ZV/AbkgpqfLCXz2rPwgnD0rP9SmXFzkIhkTI4VE+9HUCoZWIbHF3V0usC4uciIppf/IVsTJSS7Ufn5ygdF+QLXKRlm+vnKBDQnRC7eTk+RVS5eSIhcf04DPw0NOmOhomaKi5IJUXKxXFEwrRpmZcoI7Ock2BQfL/omJ0S9kSsk60tP1i7L2r3bCh4XJxS8uTv/RdnWVfaW1lqelSX5PnZIpI0P2ab168kNSp45cJFxdJS/Xrln+4Gqt5xpXV/mxDAuTKSRE8pqfL/sqPV0qtpcu2T42zs6S1sdHr2wUFOjlKjfXcp3aD254uJzwHh6yLbm5el61f02Pr6+vbG9kpPytXZy0bb10Sa/Il1W7tlxITdeXlWW+Lmvl19NTrxxo/xoMsn/y8mSfahWilBT5TtsPWkDfooX86+cn3xsMcqy0Mh0QID9INUUpKZMnTsh21KsnefbyKj/N1at6Ob5yRfapdhEPCJB9XquW/gOklF6hO39eposX9R+ua9cAf385To0bSwXEw0Mv12lpEhSUnRITZf81by5Tw4aSFxcXWbdWKbp0Sa/QaZW6sDC9YtWggaQzPYe0spGcLPk9d072UXS0BHrt20tg4u0tZcXdXd8vZdd55YpsU7t2QNu2kk83N72SUFSkBzJpafp1XGvkCQrSgxnt34AAOQe0IOrSJQmYTp0CzpzRtzMtTY6Ltq1Nm+o/2ErJNVG7ziQlAUePynT+vMwTFCTXtago84q21qh55YqsJzFRD4bL8vCQ/RYTI/8vKtIrWRcuyPZqjbjWxMbK+aedX1oQru2j8ri46Oebq6te3oqLy0/n4SHXHV9f2U+XL1v/zbHGyUn2m5OT7Nfyto2ql7t7+fWTqk73Z7m6yrXpyhU5N6l6eXrKNb+oyLIjoDxhYfIbpwX4WsfFlStyjbF2zkdEyDXQ11cPeLSGOq1uWbZe7OSkN/ZpvzWenjKf1tiQnm49jyEh8lvj5SXl2d1dtq+gQPKbna3XSbWAsH59+Q2OjNR/XwoKZH1a3S49XbbRNKzy8zO/Tmu/w0lJ8nt0/rz5PnFxkd+T2rVl8vDQG6m0xrXMTD0eMRjkt9DPT+YPD5dj4OWl1+8zM/VYxtrvkLbehg0lrZZ/LZi+eNF8m8ry9JQ8aPXkin5D/gxvb/kNMRr1hil7y6YVmQD8AWRkZMDPz+9PZ+/mC6oB+BkM5ReA6y04WE6oiAi52Jw8KZWzssGVKS8vCVi0oCUgQE6K48flxKioEBkMcmJ6eMjJW5n9oQWWFVXKbhZOTo6dlFoQqF3QtZbj61FRdHW1bOQpj7e33jKfmiplyV5eXlKGs7Plh/F6adcOmDoVGDlStteWa9fMA8qzZ/X/Z2XpjTHu7nI+1a0rk5+f3giVmam3aF+8KMsoW3EzGORHJzpaKhsuLnpQoQXS9hwTZ2cJlAsKpMzcSNeqG4Wzs0yFhTWdk6qllRmtYdEezs5SbqOipELn4gLs3w/8/nvFaU0b7Dw99TKemVl+Om9v/bfH1VUC/PPnyw9m3N31imBIiOQzPV1vwLDVWOzvr/dmh4TIb5ZpY6826kq79ri4SP68vWV+bZ0BAeaN47/9Bhw+LP+aVvLc3c3T1amj9+gFBspv84EDMqWl6Y3lxcVyzfD31/McESGVWH9/2T6tESYtTW+Yz8zUe6Hc3eVaqo0YCA3Ve7P8/KTB5/hxacxLTdUb/P389IYMLQ/aukNC5Fp3+DBw6JBchzw89CAjJETm06awMPnX01Mae/bvB/bt0xvUjUYpnyEh5nUQ7V8vLykPhw7JdPGivo8KC/WeWT8/WUb9+jLFxEhZLi6W6+SlS7Kdx4/L9dZg0M97rWfXdNJGOZSUSB3ql1/k2Obn6wGOl5d5GTT9f1aW1J1On5b9pfV6pqXJvtAa0sPC5LiEhUnazEwJfk6flu2+dk2fnJz0Bi1vb71HLShIylpOjkxXr5r3mDo768fT319fZ+3aeiCrjaowDdi04NZolDKlHZ/wcL0hMDdXysCJEzJpjYAaZ2fzsqDVYby85Bw7fBg4dsz2tdfHR/IcGirLCA2VRs+DB6Xh0h5eXlLmtSDRXlqjXFaW7c6CsrTf/fBwKXOnTl2f31xv7xuz8cfJScqpVv6cnaWcVHQcPD1lH2rXKzc3OSdOnrRe73F1lbIRGirHQDvv8/OlnKWnWw++g4L0sllSYn5NLa9+ZXpNdHbWR19ovyPa/8uUm0xvb/jn5DCoLsssqNY+dHHRf0C0nR0eLgUpN1dOTG0IhDYZjebDbaKjpZeqXj0pHFqvstEoFy7Tyrv2o+nhIfNGRMj6rd17ZDRKgbx82XxIee3akk7rwbOmsFAKpDYUJydHHyqn9YjVqqUPI8nPl3WdOCFpTFseTYdC1K4t2xsaKideQYH8CCQm6r1o589Lnt3c9EmrYNSuLf8H9GFcly6Zp9N6JZ2cJI/a8dF+zMLD5YS/eBH49VeZEhP1PBcVyb7RfrxCQ+XY1K8veU9Lk5Ncq5RoP07FxbK+sj+2WmWsuFgPsNLT9d60tDQ55toPp7+/3nMfFGR5jEpK9OEr2rCw/Hy5wGhlKiDAfChRRoYezGk9y9rk4WFeMdDy7ucn3589Kz/4SUn66ACtUqL9SNeubTlUNTtbKiRnzshytOGCPj7m+ygkxDxtXp7eC63lOTlZ9oNWifP11c+5sDDJj7Y9KSlSaT1yRNafl6cHGIWF+o+s6Y9RRAQweLDeu5qaqp+7OTmVa1yoDCcnCb7Dw/XyZI/AQNnuoCDZJtOKla3Awt1dHw0SGan/cAUESBk8flym8+f1HtjCQplHGwliOkVFyfn266+yr8+dkzKu/bCZVuS0CmRoqJxXFy5IxerwYVmf1nuqpdPKRmiorCs6WtKfOgXs3SvTmTP6yIWCAtmOsusKDZXP//hDKva//GK7x9PLS/aJVsEOCZF9mp6u/0Br18Sy/P0lYKpfX64VWmU5JESOibatJ06YB7pai3hwsMzfpImMroiLk7KhXddMK9pXr8q5Hhio95xrvSll718tKNCDVe24aqOItNEg2sgga0MCMzJkn129qp9fgJRXLQCydo0CZN9du6aPAigq0stbrVrWh7ZrQzczMvQeAqX0a4y14eSmior0ILukRNIEB9t/y01xsR5MVEZRkexrbXQHb12hW4kjt5sVFenBuOk1SQvCbMnKkt+prCw9mHFx0UcSaZPpiKArV+S3IzHRPBDS6j6m9R5tlJc2jPnMGbmGar81eXmSR62xoU4dy1tscnMt6z4FBbJd2m0E3t56fbR2bfnt/+MPmbRhyab1X61up932ERio36qi1dG0kX9a41NYmPRgx8ZKOq1hKD9frpNaL31+vqxDa6jSGtj8/GRfZGfL/s7I0OutycmSTqvfe3vLb3W9etaHzSsldbmjR/U6itbIFRkpeQwJsX7tLC6WbczL0+uA3t6S54puTczKkvRaXKVdo23NbzpKVavnag1T5Y0iNGU06o22BgMyXV3hHxDAoLqs0qD67Fn4ubvrrTGVuVeViG4Mly8D8+YBH35Y/lB7jeltBqZTYKAeEOblyQ+39iOXlyeNCN7ecmEOC9N7ZLTGNNMfn5QU6ZnRhq0WF+tBhdYoVLt2+Q/w0e4Lu3ZNbwjThk7d6tcqo1Ef1qYF8lqvV3kjFUwVF8syXFzMb/0gIiIiMlEaOzKoNlfVO4aIbgAFBcC338pQV21kgjYiQguIbfWsERERERFZUdWxI5/+TUQ3Lnd34G9/q+lcEBERERHZdIuPNyQiIiIiIiJyHINqIiIiIiIiIgcxqCYiIiIiIiJy0E1zT7X2vLXMyrzzjoiIiIiIiG4pWsxYVc/svmmC6vT0dABAVFRUDeeEiIiIiIiIbnTp6enw9/f/08u5aYLqwMBAAMD58+erZMcQmcrMzERUVBQSExP5yjaqcixfVF1Ytqg6sXxRdWL5ouqUkZGB6Ojo0hjyz7ppgmonJ7k93N/fnyceVRs/Pz+WL6o2LF9UXVi2qDqxfFF1Yvmi6qTFkH96OVWyFCIiIiIiIqJbEINqIiIiIiIiIgfdNEG1u7s7pk+fDnd395rOCt2EWL6oOrF8UXVh2aLqxPJF1Ynli6pTVZcvg6qq54gTERERERER3WJump5qIiIiIiIiouuNQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExERERERETmIQTURERERERGRgxhUExHRLe3w4cOYMGECYmNj4eHhAR8fH7Rp0wZvvvkmrly5Ujpf3bp1MXjw4BrMadXq2bMnevbsWeF8RUVF+Pjjj9G+fXsEBgbCy8sLMTExGDp0KFasWFE636JFi2AwGGxOr7/+eum8M2bMMPvOy8sLkZGR6NevHz744ANkZWVZzcuSJUtw2223wcPDA8HBwRgzZgwSExP/9L4gIiL6M1xqOgNEREQ15ZNPPsGUKVPQuHFjPPPMM2jWrBmKioqwb98+zJs3D7t37zYLHG9FY8eOxXfffYepU6di5syZcHd3x+nTpxEfH4/vv/8ew4YNAwAMGjQIu3fvtkj/4osvIiEhoXQ+U/Hx8fD390dhYSGSkpKwceNGPPvss3jrrbewZs0atGrVqnTeDz74AI899hgefPBBvP7667hw4QJeeOEFdOvWDQcOHECtWrWqbycQERGVw6CUUjWdCSIioutt9+7d6NatG+68806sXLkS7u7uZt8XFhYiPj4eQ4YMASA91c2bN8fatWtrIrtVTuul3rJli815zpw5g3r16uHFF1/EzJkzLb43Go1wcrI96C0nJwdhYWFo3bo1tm/fXvr5jBkzMHPmTFy+fBnBwcFmaQ4dOoQePXrA398fx48fh7u7OwoKChAaGoru3btj9erVpfPu3r0bXbp0wX/+8x+8+uqrdm45ERFR1eLwbyIiuiW99tprMBgMmD9/vkVADQBubm6lAbWp+Ph4tGnTBp6enmjSpAk+++wzs+8vX76MKVOmoFmzZvDx8UHt2rXRu3dvs6ASAM6ePQuDwYC3334b7777LmJjY+Hj44POnTtjz549ZvOOHz8ePj4+OHnyJAYOHAgfHx9ERUXhqaeeQkFBgdm8hYWFeOWVV9CkSRO4u7sjJCQEEyZMwOXLlyu9j9LT0wEA4eHhVr8vL6AGgKVLlyI7OxsPPvig3ets1aoVpk2bhvPnz2Pp0qUAgF9//RUZGRkYOHCg2bydO3dGYGAgli9fbvfyiYiIqhqDaiIiuuWUlJRg06ZNaNu2LaKiouxOd+jQITz11FN44oknsGrVKrRs2RIPPPAAtm3bVjqPdh/29OnTsW7dOixcuBD16tVDz549rfYKf/jhh0hISMDs2bOxZMkS5OTkYODAgcjIyDCbr6ioCEOGDEGfPn2watUqTJw4Ee+99x7eeOON0nmMRiOGDh2K119/HWPGjMG6devw+uuvIyEhAT179kReXl6l9lPTpk0REBCAmTNnYv78+Th79myl0i9YsAB+fn649957K5VOa8zQ9mthYSEAWG38cHd3x4kTJ5Cfn1+pdRAREVUV3lNNRES3nLS0NOTm5iI2NrbS6Xbu3Ino6GgAQPfu3bFx40Z89dVX6N69OwCgcePG+Oijj0rTlJSUoF+/fjh79izmzJlj8XAwX19frF27Fs7OzgCAiIgIdOjQARs2bMDo0aNL5yssLMTMmTNLA9Q+ffpg3759+Oqrr/Diiy8CAL755hvEx8dj+fLlGD58eGnaVq1aoX379li0aBEmT55s9/Z6e3tjyZIlGDduHB566CEAQFBQEHr37o2xY8firrvuspn2999/x65du/DQQw/By8vL7nUCQExMDAAgKSkJgOxTJycn7Ny5ExMmTCid79SpU0hOTgYAXL161WaPOhERUXViTzUREZGdWrduXRpQA4CHhwcaNWqEc+fOmc03b948tGnTBh4eHnBxcYGrqys2btyI3377zWKZgwYNKg2oAaBly5YAYLFMg8FgEcS2bNnSbL61a9ciICAAd911F4qLi0un1q1bIywsrNz7p20ZOHAgzp8/jxUrVuDpp59GXFwcVq5ciSFDhuCRRx6xmW7BggUAUKmh35qyj3sJDAzE/fffjy+++AIff/wxrly5gsOHD+P+++8v3XcVDUUnIiKqLvwFIiKiW05wcDC8vLxw5syZSqULCgqy+Mzd3d1sWPW7776LyZMno2PHjli+fDn27NmDvXv3on///laHX5ddpjbEuey8Xl5e8PDwsJjXdNjzpUuXcO3aNbi5ucHV1dVsSklJQVpaWqW2V+Pp6Ym7774bb731FrZu3YqTJ0+iWbNm+PDDD3H06FGL+YuKivDFF1+gVatWaNeuXaXXpzUURERElH42d+5cjBo1ClOmTEFQUBBuu+02NGnSBIMGDYK7u7vVY0NERHQ9cPg3ERHdcpydndGnTx9s2LABFy5cQGRkZJUt+8svv0TPnj0xd+5cs89tvXu5KgUHByMoKAjx8fFWv/f19a2S9URHR+Mf//gHpk6diqNHjyIuLs7s+7Vr1yI1NRUvvPCCQ8vXnvBtOlTe29sbixcvxpw5c5CYmIiIiAgEBwejSZMm6NKlC1xcWKUhIqKawZ5qIiK6JT333HNQSmHSpEmlD8IyVVRUhDVr1lR6uQaDweKBWocPH7b6DueqNnjwYKSnp6OkpATt2rWzmBo3blyp5WVlZSE7O9vqd9pQdtPeZM2CBQvg4eGB+++/v9LbcOjQIbz22muoW7cuRo4cafF9rVq10LJlSwQHB2P16tX4448/8Pjjj1d6PURERFWFzbpERHRL6ty5M+bOnYspU6agbdu2mDx5MuLi4lBUVIQDBw5g/vz5aN68ebkP47Jm8ODBePnllzF9+nT06NEDf/zxB1566SXExsaiuLi4mrZGjB49GkuWLMHAgQPx+OOPo0OHDnB1dcWFCxewefNmDB06FMOGDbN7eX/88Qf69euH0aNHo0ePHggPD8fVq1exbt06zJ8/Hz179kSXLl3M0iQlJSE+Ph6jRo1CrVq1yl3+/v374e/vj6KiIiQlJWHjxo1YvHgxateujTVr1sDNza103uXLlyMpKQlNmzZFfn4+tmzZgvfffx8PP/wwhg4dWrkdRUREVIUYVBMR0S1r0qRJ6NChQ+mrqVJSUuDq6opGjRphzJgx5T6Iy5Zp06YhNzcXCxYswJtvvolmzZph3rx5WLFihUMPCqsMZ2dnrF69Gu+//z4WL16MWbNmwcXFBZGRkejRowdatGhRqeU1aNAATz75JDZt2oRVq1bh8uXLcHV1RcOGDfHKK6/gySeftHhA2KJFi1BSUmLXA8r69+8PQO4NDwwMRIsWLfDGG29gwoQJFkPVnZ2d8dlnn+HEiRMwGo2Ii4vDxx9/bPY0cCIioppgUGUfsUlEREREREREduE91UREREREREQOYlBNRERERERE5CAG1UREREREREQOYlBNRERERERE5CAG1UREREREREQOumleqWU0GpGUlARfX18YDIaazg4RERERERHdgJRSyMrKQkREhMWrIR1x0wTVSUlJiIqKqulsEBERERER0V9AYmIiIiMj//Rybpqg2tfXF4DsGD8/vxrODREREREREd2IMjMzERUVVRpD/lk3TVCtDfn28/NjUE1ERERERET/196dh0dRpfsDfztbQ1ZIgCyQQAhhCSFICPuOiOKCXkZFZ9w3cEBhZH6O6MyF6x2FcR0dgRlxX8FREJwBlGEJIIIQtrCGLSTEQEggK1m7z++P761U7+l0Oobg9/M89UC663Sdrj516rznnKpyyVuXDfNGZUREREREREQeYlBNRERERM2iokLku+9EqqtbOidERM2HQTURERFRK2AyiZSWNi5NXZ3I3/8uMneuyMWLjUt7+bJIYWHj0lhavVqkb1+R668XmTxZpLbW/bSlpSLr1olUVnq+fSJqGSdOiDzyiMiLL4oo1fzb27tX5N57RT78sPm35QyDaiIiIiIPmEyNDzrNZpH33xd5/HGRs2fdS6OUyDffiPTuLdKhg8if/iRSVdVwui1bRFJTsa2FCxHgrlzZcLqqKpGXXxaJiRHp2FFk2DCRv/7V/fyeOSNy661YzpzBa999JzJtWsMNbG3/9OwpMmmSSFKSyKpV7jfMS0tFduzACPnPrbJSZNcukbIy99NcvCjy3HMinTph/7jb8ZCXJ/Lss9hPr77auHzW1WEfNaaTg1o3pXAcrVjRuHRVVSKvv46Oubq6hte/dEnkqadw3L77Lsr2zJkNH7+1tSI7d4q88orI7bfjX3eO+bw8kQcfFBk4UOSTT0QeeEDkiy8aTldZiY5Gr1JXiZKSEiUiqqSkpKWzQkRERD+TnBylfvrp591mUZFSf/mLUnFxShkMSr3yinvpjhxRatQopdBcVKpDB6XWrnWd5vBhpSZO1NNoS2KiUhs22K9vNiu1e7dSv/61vm54ONbX/r7jDqWysuzTVlcr9dlnSnXrZr89bfnVr5AnR86eVWrGDKUCArCun59Szzyj1BdfKOXjg9fmz3ec1mxWKj1dqbQ0fVu+vvr/r79eqYMHne+n8+eVevZZpcLCsL7RqNSNNyr197/jPVcuXEA+U1OVGjlSqZtuUuo3v1Hqww+VMplcp83OVmrhQqWuvRbbFFEqOlqp7793ne7SJaXmzVMqNNR6/15/vVKlpc7T7d6NvPn5Wad7+WXX29OsX69U375IM368UlVV7qWjK0dNjVIVFe6vf/GiUrffrpeV3/2u4XKtlFIbNyrVs6eeLi1Nqf37nW9jwQKlIiL09YcORf0ootTjjzve5uHDSj3wgFKBgfZ1zf33o05ypLwcx49lupQU/djfts3599q6VanevZUS8W7syKCaiIiIWlRpqVKvvqrUG2+419hTCsHAH/+I4CIwUKmvv3Yvndms1OefK5WUpFS/fkr97W9Kudt0yM9X6re/VaptW/sG4J/+hM92pKQEDUAt2AwMVKpPHz3ts88qVVurr28yKfXdd0rdeqsejAYEIPD77DMEbVraAQOUeuQRBI+vvYbvpL1nMCj12GNKFRYqVVmJ7VgGqikpSj3/vFJLlyr1X/+lVHCw/l7nzggqz57FPrLsDPDxQUN40ybs93fewX7RgkotYDt0SP9Of/+7/t6LLyI4vHQJ+2bRIr1BLIJA85VX0FB/9ll9v4koNWYM9sHly2iQv/eeUg8+qFSbNvo6lt9D23cPPWQflBcVKfXcc/brWy5DhiCvtk6eVOrhh+2DW20f+Pkp9dZb9mUiN1epOXOUCgmx/h0WLNADhNRUlDVNXZ1SK1ZY/wYi6ACYNk3/+29/c152jx1DebL9fnfcgc93x5EjSv3v/yp14IB765N3VVYq9frrSnXsiI6yrVsbTrN5s1JduuhlUvvd77zTeYdKXh6Ob23dqCil2rXTP+MPf8Bxv369Ulu2KDVrllJBQfr6SUl6Z+EHH+iB9cMP4/W1a5H+ttusy2J4uFKTJyv15JN6PXXttUoVF+t5q6vDMW9ZB44YodSOHXhP+8zwcJR5S7t2KXXDDXq6Tp0YVDvEoJqIiKhlmUxKHT/e8MigprQUAVZ4uN7QeeyxhgPr77+3Dkq1APLll50HtkoptWePfWCiBWEzZjgfgb18Wak//9k6+EpJUerdd/G69tqsWdZ5LyxU6r//W2+QimD0NDsbDeTf/lZ/3d9fqfh4BI2Wo8oiaCieOKF/bnGxUjNn6o1V28VoVOquu9CIdLQPbrjBOri2XKKiEDg5GgnLzLRvCNsuo0ZhhMuRuXPt19c6DUQQGD/2mFLnzlmnO35cqSlTrNe1/L+2DB6s1MqV+A0yM1G2Bg60XmfYMHREdOxo/fqAAUp98olS//wnOhksg22DQam778Y+f/RRdEBY7r9x45R6800EnWVlCFi09265BekeewzpLAOb5GRsTyszO3di9oIIgu6uXZXq3l2pTp30NH5+mIVg+ds+95z+/ssvoxxXVGCU74svlJowQX/f1xfl9MsvUeZEUA5dHTd5efje2j43GFC+bIMWV1x9/i/RwYMoDyNGOJ41Yqm2Vqm339aDY21p21apNWscpzlzBh1JWh2RmKjUjz8q9emn+u8+ZoxS336Ljh6zWal9+5S69179fYMBI8zFxZgNNGWK62O/Xz90xFl2ECqF15zVVSLYD9u3W9eda9box198PI6xwYMxO0hLFx+P48eybFVUYD0RBN7XX4+ZJ6NHWx8Djz6q1OnTDKodYlBNRERXk4oKpRYvxpTYxiotbdz0QEsmE4Ka3bvdazSfPo0R1HHj9Km3fn4IaJyNgFVWYiTScqpgfLzeaH/wQcdpDx3C1FetgRYZqdTy5dbB6cMPI2jVGlomk1Lr1qHhpqVr2xYjtG+9pU0D1Jfx4zEquGcPRlmeekqp2FjrwG3jRuuG3Ftv6e/HxirVqxem2FqO3vTqhbzaBhfLlll3KmhLSAiCMWeBvlIYRf7qKwSrEyeikbxoEUZ4G1JYiBGfm27CiOf8+fjN3ZkpsGOHUpMmIeAbPBgdBQ89hJErV8GT2azUCy8gsI2M1L9rnz6YpdBQvnNzkU8tuGjbFo3lp5/GiJyzbX//PQICRw37lBT83o7S5uVZT6O3Xa6/HsGAo+/58suOA38tmPn3vx1v8/hxpRIS7NO0b4/j7OxZx9ubM8dx54r2f4NBqZtvtp49sHy5vk+eegrHssZkwnf73e+sZ2Zcc411cPLII9aj6rYOHMC+b9MGx8Bdd2G6vLNpxJby8xH0uZoO39J++gkdTYmJrqcca86eRR1lWTYiIpxfLrBxIzpftHW7dMGsj0mT9Lp22TKUgZISpY4exW9m+ds/9BA6ezT/+Y/9ZQe2szVGjXKcp6++Qqfc0KHIV3w8/v72W9fH/pdfKjV8OGZhDBigVP/+yJer+m3PHusRaW0JC8P5w9lI+/nzyJdtOh8fpe67T++g9HbsyKCaiIioGW3apNSgQbg+rLLSvTTr1iFgsWwUuRMo5edjOqjWYOvcGQ34WbMwXdWZ6mqllixBIGg51VYE19BajpJq8vIQzGqjGtpi+fe4cdZBgMmk1EcfWY829OyJEcK6OoyiaHm/5x5MLVy/HlMFb7/dOii6/35M31UKjbk337RuqEZGYpTQtnE1dSquw9aYzWhk3nab8yBIBHn+7DPnQeeHHzoe/b3mGowWuppiW1uLPG3bhm18+umVHUh4S1mZdQeIu+rqlDp1yn5ErCEnTij1/vtK/etfGJUrLHRv21u3IqB97jmM4r/8MjoWGrJ9Ozo8/vhHdOL85S8YjW5IdbVSGRlYd/t2LOXlrtNoHRb9+lkHTNHR2L5lwGzpb3+zLq8JCRhptw1mhg3Tpxvv2YPOGMsOoIUL9SCnuBhl+Y47nB9PBgM6zxwF5Hl5qLO0Kf0hIZhJYtkh4G2XLyv1//4fOpgcdZQ4sny5dYdYQACOXUdKSlB+LDsopkzBuUHrANFmLeTnIw+W10GHh2Pqt3YOqa5GB4W2Ly2DaG0ZO1apH35wnJ8DB1AX9umjz57w9cVrP/7Y6N3XbAoKlPr4Y1yys2oV6mp3zoXFxehs+PBDzChautS+k5hBtRMMqomI6EpSXGx9vaMWZLoKlvLyMM1UW79DBz2QjIpCo8tRcFZaisa+q2tD/fww5S07G2nMZuTxnXcwzdS2wRsdrQeZ/v64zu311zEKoo08aetPmICGy759uInOe+/po7Tt22N0ols3+2t2333XPjD64gvnU5O1huiePY7339q1aKTaXucaFqbUE09gSrArZ84gCIqMRCN27Fh87w8+QKO7IXl5GN1JT8dNxHbu5LRXahmXLmHU0p2Oh/fewzRk2+MuNBT10TffOC7H27bpQaEWwFvOQNCWO+/EsbBuHa4dv/lm64B83jzcU+HppxHUWQaItrM4pkyxvsbWVnU1Pm/oUMz0WLu24c7MPXtwHbBlXfnSS8470HJyrGcwpKaiA0/7e9481BfFxRg1/dvf9Gn9ItjX2ihweTmuI3bUKamNrs6YoXcgWqqrs56lI4Lr8ocPb3jk2HafHTr089/wsaW1mqB60aJFqlu3bspoNKrU1FS1ZcsWt9Jt27ZN+fr6qv79+zdqe1dqUF1W5l6Piq39+9ELypPxlcudBhYRXRnKyzHdsrFTorOz0dh7/nmM9vzhDxhJdDXqWFeHdTp31hs6d92lB5SDBmGEzNKpU0pNn643Jn18lJo9G8Hytm2YNmk5AjttGq45W7IE0wAtR5cHD8aIUlERziMff4xpqpaNtogI+wZ0VBRGe0+f1u+4mplpfWMX22X4cIzEO3LsmP31rFqAu2CB6zp01SpMy01MxBTDgQNxrZ+7N0i6fBmN1r/+Fd/fk6nwPP/SL01JCQLo559H/eLOncFNJowG2o5sR0UhQHZ2zG7fbh2Q2y4jR+qXE/znP7h8Q+vk69XL8aUpR444rnMCA5GX9eutA+XTp5X6n//RA9nISOuA/8YbEXBrQfyZM6intfV9fXGDwpoafO7TTzv/PiKYlbNypX3dUleHTj/LQDo2FsG2O9Pks7PxXRqazUDWWkVQvWzZMuXv76+WLl2qDh8+rGbNmqWCgoLUmTNnXKYrLi5W3bt3VxMnTrzigupdu5zfDMARsxkn8vbtcTD/4x/unaBPncJUO+3ASkrCtVpXWF/BL1pZGa4hMhgwNcf2hirOmExofP7lL+6nIaKm27lTqR49UKempDieymyrvByNJcvRWMulb18Efpb1usmEkWTtcTUi2O7mzXh/1y79GuLu3THiMmWK/U2jhg+3v9twZSWC+vbtnTfYevXSr61zZNs23EnVNl10NO4a7SrI/fZb3Dn4jjtw7eYbb7i+hlVTXY3OjH//GwF+Vpb7U+CJqPUoK0M7edcu99usJhNmgdx8M0bEZ89Gh1t6uuO6Zdcu/Xr6sDBc37trFzoCXnhBn1odHo467dFHlYqJsa7v4uNxZ2vbmwH+13/h0WpmM9rsttOp27WzHkUeO9bxVP6lS+0fD9W5MzpAa2pc748zZ7A09rIG8kyrCKoHDx6spk+fbvVa79691TPPPOMy3dSpU9Uf//hHNW/evCsmqK6uxsiENv3u979vuBGRn+/4sQWTJ+PaAEcuXMC1FpajFJYHZXAw7sDnaOqa9kzKmTMxvSQ6GqMY337r/PlupD+P8667cH2VO3bssL+BSEQErvVwVC6032bOHOtRq7i4hqch0i+TJz3NJpPzusWVvXsx7a8x1WZNDW6SMmeO82v0nKms9Gzmjqfq6jAl2nZEtl07552k1dUYdbG8y+rw4bhz78yZqIct7+R8zTW4Zvmaa6xHatq1w7ZtA9XDh+3v4Kot11/vvDGpqalB3f7YY5hOPXQoGqGHDrk/snr0KO48m5fHGTdE1Lrk56NOdta5eN11qNs0ZjMC7xkz9BspaouvL0bEP/7Yvv7cvx83LbScti2CS3i0jlJnKitxXq2qcv8RgfTzu+KD6urqauXr66tWrFhh9fqTTz6pRo8e7TTde++9p9LS0lRtba1bQXVVVZUqKSmpX3Jzc70eVDubuvbAA457kSoq0DOmXf/h749Hbbzyij41LzIS12e99x5uQvHVVwjALa//Gj8e02WKi3Edhu2dSUePxjVf06ZhpNTyOhDbpV07NARtn82oOXIEHQXR0ejhi4zE9JRrr3X8KA5nysowAnvPPY7vTHklyc3Fcy8tH1GhdZg460UsLMQ+1xrnsbH4Dfv319OPGoWOkZUrEUjPm4d9abmNsDC9QR0aiueQNuSnn1AOZs/G9YruMplwt8U5cxp+XAN5l9nc+CD3xAmcrH18cEMcd3uqt2/Xy+ENN2CaXEPBVW4u7oCpdRaGhaF8u5pBYTbjDrmWZdrfH9dzWTZgHCktRV3Yrh22ef31qPsa6rVXCkHonXdixDcuDlMKO3dGZ6erDojt2/F8WS2vU6eiHhw6FH8bDJjG9+mn6OA6cwbHbFSUnqZbN+TTdn9evIjfyNGzikND8TmXLjnP2/nzuI55yRJ9ychoeF8QERGC1d/+FgNOMTFoq990Ezp8XQWxFRW4UeIf/oCZRu6GDOXl6Lh0dadqan2u+KA6Ly9PiYj63uY+7C+88ILq2bOnwzRZWVmqU6dO6tj/XSDhTlA9b948JSJ2i6sdU1eHqXEvv+z6+qq6OlxXpt1kJTwcjcn339eDqsmTMe0jMxOPP3j1VeubMwwYYH0dxL591lMCHS2pqY4f62A244Ynv/qV85u3tGmDEde1a3EjiGnT7G8WMWoU7mw4cyZu5++qp08Eo+bvv+/yZ1AVFdiflj15SUn21ws6c/o0bvaQnIyeQnd79E6fxndIS8N0xGefxRQiVwF9fj6uWbG89jAmBlN+LEekjh5Fg7i8HNPxn3zSetbA3XfrDebqalyPY3tTHNvf5s47EWxXVeE6R+05qX5+mNK5ahU6OEpLUXGvWoWbZIwZY323Wz8/PPPU1QyEmhr8bpbXYPr743EZrhr6moMHUX6GDcP+WrHC/d/TMg+ffYYpXR991Li0rVldHWYtpKRgvz/xhOtrb7U0f/2r/XSx8eNdP+u3qAijlY7K3DXXoHFhGSSbzfhtn33WOhi0HDU1GhF8fvYZyorZjPL4+ut6MCqC57taPvNRe7as5X0gzGZ0TL74ovVjkyyXyEiUZ0fBfG6u/WNHbJe4OPvr044ft76EJiQEZVBbp6oKwbSrui86uuFrfpVCZ8IHH+C8snYtAnleqkNERHTlazVB9Xab+9H/+c9/Vr169bJbv66uTqWlpaklS5bUv+btkeraWkznsxxh6dFDfzSApcxM68bj2LFo3GlWrXJ823rLkY2333Y8AlNZicBx9myMSLVvjxHPp592fypwbi6mFM6cidGQN9/EnVIdBUt1dZgmOGWK82Dc1xd3LPz6awSQ+/Zh+qHlnQhnzrT/PidOoKevY0frfapduzJokOs73JaUYKTHdl+mpbl+Jmt+PvJje3dEbfHxwfdZvRrbP3AAQeFTT1kHEqNGYRRX+15ffWU/Lch2GTAAn+XIiRMYbXr4YYwaBgfj5kEff+x4P1RV4VmrrrZnuQwdan2zoORkXLt58CDKVVUVOlMef9x+CqoWwIsguPnf/0XHgaVLl/DdJkxwvH2DAfv1+HHnv41SCPQWLLCe6m4wYP+6q7bW/UcmOFNVhXsRvPpq46Zemc04xj/9tHE3NtKuC7O9RksE+83RiKp28xXL0dSxY5FvrUOvSxcc39odOc1mjGjOnGl9be2DD2JmycyZ1sG5wYDff9o0+8cKjRyJx2aYTAhMLes9rQPH9sYzbdtiNoZWzW7aZN85l5SEjjLbKc49eyJYz8rCsW/Z6RcQgEdGffABHqMybJh159dtt6Fjcdcu1FH//Kf13aq7d0ddqo2Ea3XBww87H0VfvRrHy/Dh+g3ERo3CI1LcGUEnIiKi1uuKD6obO/370qVLSkSUr69v/WIwGOpf27Bhg1vbdbZjNmzQb1AjglFnLfAzGNCA+/BD3JDmzjv1EceQEKUWL3bcIE9Px91V4+IQVAYHY1TwnXeu3MZYXh6eIThnDkZGX3gBQaCzBqfJhBFYy9GelBRMVR8/3rqx3L07GsO1tZgao41ajxtnf0OaM2fQKLcc2R4/HqNVISH6a0OGYLrovn0YrXv3XQT6ljcNuu46jBC99hoax7ZBgaNlyBDn02NPnsRjDmzTjB+PadrevhOs2YwOmKlTEbBrgVRICGYtTJ2KSwcsH3+zfLl1R4ZWjm1vphQVhZFuLaBft87+MoGkJFzK0K+f9Wi4jw9G7997D9cgWc6wCAjANOGyMuvvcuQIRv8sOy4iI/Wy0qaN/vgIVzZsQIeBCI7TjRsbv0+//NL6+b6zZrn32+XlWT8So107zFJo6LmYO3agM8iyjvmf/8ExoXUaDRyIjrPsbHSMffutdVkLCbGetnbwoPVMAy3Atr0UJCkJz/G1VFiISzEc3VXVaERnj6MpzWYzZt888wyeW2mZ5rrrMCPF0UwQsxnB9T332JfDgAB0FGj1g6WaGpRny04F22XUKOfPC62owKi7ow62SZMad88Ck8n1I1qIiIjo6nLFB9VK4UZljz/+uNVrffr0cXijMpPJpDIzM62Wxx9/XPXq1UtlZmaqcjfv2mO7Yy5fRmNaa2R16ICgsrQUjaeHHnLekLv1VuvR6V+yb76xf0agFsjdcANGuGwby7t36wFy+/YYdbr/fgTFllM5e/WyfvbhuXMYUXM13VMEwbOzYOvIEXQcaEF7u3YILn79a+fPWbRlMmF6dXn5z/t4ArMZI4AN5fHCBQS7qanWHRFRUZiC6+wxGLW1CG5uuMFxIJKY6PzmU0ePWj+SJzQUv9+gQehgsvyc/v2xnaoqbFN7PEVEhONHYGifP2WK43I2d657nVUZGdZTki07H1580Xk6sxn51W4+5e+PDjPb4O6TT/ROorIyBJIPPGAdGC9caN3h8P339jc5sQ1yZ850HKyWlmJWS3KydaeHNkV73bqGp5bn5OAuzbNn41htTHnOysLNWBozYl9cjI6iefPw6BJ3027fjstXRo5ER8Ynn2D77hyvubnojPnxRxz/rqbMExERESnVSoJq7ZFa7777rjp8+LCaPXu2CgoKUtn/N+T2zDPPqHvvvddp+qbc/Tszs0R98YX1SMu0aY6n4P7732jEjR+PYOSll9BQ5rMprVVVYQR6zRqlFi3C6GlDd/1NT7e+Q67lcu21GClzdiOmvDw8zuCWW/SRz9RUPDdx/373fp+aGkwfvtp/S7MZnRGHDzdumvOlS5ia/txz+C3cecSX2YzLBGynEWvB7623Oj5+ysv1UdOYGAR4y5cjAFq0yHqGgY8POgxycvDYMu31QYMQNDmSl4fgVgs827TBzJOyMlyrrH3G0qXW6bR7LFxzjb5OWhpGOE0mBK233WZ96UREBGZs2Hb8PPAALk1w5MQJjMYGBiJv/v4IwJ94wv2b+pWV4ZhavvznvXs2ERER0dXI20G1QSmlpBksXrxYXnrpJcnPz5fk5GR5/fXXZfTo0SIi8sADD0h2drZs3rzZYdr58+fL119/Lfv27XN7e6WlpRIWFiYiJSISKiIi0dEi774rMmlS074LeaayUiQrS19qakTuvlukd+/GfUZFhUiHDs2XT2qcmhqRw4dFSkuxlJeLDBokkpDgPM358yIjRoicPOn4fR8fkRtvFHnxRZF+/fTXv/xS5NFHRYqL8fd994ksWCASECCybZvIpk04xisq8P6vf4334+L0z3juOXyuj4/I6NEoSxERIhs2iJw4gXWCgkT+9CeROXNE/Pys85aXJ/LeeyJLl4rk5uqvd+kiMmyYyFNPiQwd6tauIyIiIqIrgBY7lpSUSGhoaJM/r9mC6p+btmN8fUskJSVUxowR+eMf0XgmopZXUiLyr3+J/PADlgMHRJKTRe69F50t0dGO0+XlicydK/Lxx/jb31+kttZ6naFDRV5/3XFwq5TI9Okib79t/15EhMiTT4rMnCkSHu46/yYTAvGKCpHBg0U6d274OxMRERHRlYdBtRPajjl/vkQ6dWr6jiGi5qWUiMHg/vo//igyezYCchGRpCSMPN9wg8jkya4/SymRHTtEzpwRKSwUuXBBJCZG5J57MEpNRERERL8cDKqd8PaOIaIrj1KYeh4ZyUsCiIiIiMgz3o4d/RpehYjoymAwiPTt29K5ICIiIiLS+bR0BoiIiIiIiIhaKwbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5qtqB68eLFEh8fL23atJGBAwfK1q1bna67bds2GTFihEREREjbtm2ld+/e8vrrrzdX1oiIiIiIiIi8wq85PnT58uUye/ZsWbx4sYwYMUL+8Y9/yKRJk+Tw4cMSFxdnt35QUJDMnDlTUlJSJCgoSLZt2ybTpk2ToKAgeeyxx5oji0RERERERERNZlBKKW9/6JAhQyQ1NVWWLFlS/1qfPn3ktttukwULFrj1GVOmTJGgoCD5+OOPHb5fXV0t1dXV9X+XlpZKbGyslJSUSGhoaNO+ABEREREREV2VSktLJSwszGuxo9enf9fU1EhGRoZMnDjR6vWJEyfK9u3b3fqMvXv3yvbt22XMmDFO11mwYIGEhYXVL7GxsU3KNxEREREREVFjeT2oLiwsFJPJJJGRkVavR0ZGyrlz51ym7dKlixiNRklLS5MZM2bII4884nTduXPnSklJSf2Sm5vrlfwTERERERERuatZrqkWETEYDFZ/K6XsXrO1detWKS8vlx07dsgzzzwjPXr0kLvvvtvhukajUYxGo9fyS0RERERERNRYXg+qO3ToIL6+vnaj0gUFBXaj17bi4+NFRKRfv35y/vx5mT9/vtOgmoiIiIiIiKileX36d0BAgAwcOFDWr19v9fr69etl+PDhbn+OUsrqRmREREREREREV5pmmf791FNPyb333itpaWkybNgwefvttyUnJ0emT58uIrgeOi8vTz766CMREVm0aJHExcVJ7969RQTPrX7llVfkiSeeaI7sEREREREREXlFswTVU6dOlaKiInn++eclPz9fkpOTZc2aNdK1a1cREcnPz5ecnJz69c1ms8ydO1dOnz4tfn5+kpCQIAsXLpRp06Y1R/aIiIiIiIiIvKJZnlPdErz9rDEiIiIiIiK6+lzxz6kmIiIiIiIi+qVgUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB7ya+kMEBEREXnMbBYxGLD8nJQSuXRJpLxcJDbW/e3X1oocOCBy4YLIkCEi7ds3nMZsFjl+XGTvXpGSEpEBA0T69xcxGl2nu3RJZNcukR9/FCkrExk4ENuMi3Od37o6kawskcxMfL8uXfQlLMz1NpUSOX0aedWW7GyRsWNFHnpIJDXV9bYrK0X270e+T50S6dkTaVJSRNq2db1ts1kkN1ckL08kOhr59fd3ncYy35WVIn5+SNPY8lRbi9+0sBD7t127htOYTNhXhw6JnDgh0ru3yPjxDX/Py5dRHo4dE8nJwf4ZM0bE17fhbSqFfZSVhXTh4W59PSJyjUE1ERFRcysqEgkKEmnTxv00NTVoOHfqJNKxY+O293MHmuXlekBRVISgYNAgkcBA52mqqhBM7NuHwGv/fuyf22/HEhFhn0YpBGj79ons2CGycyeCr7ZtRW69VWTKFJEJE+yDTbMZgVZWFra1Zw+25+ODoC0xEf9qS8eO2HdaoJWfjwBz/34ExCdOIB+lpfj87t1Fbr5Z5JZbRPr0EQkIQB6qq0WOHhU5cgTfddcubL+qCul8fBDoXnstPiMwEIv22x8/rge3FRXW38nfH4Fmt24iHTpg8fVFwJSTg2Dt1CnH+z4yEt8zLk6ka1fs97w8LLm5yHN1teO0nToh+OvdG59jMiEIr6hAPvft0/eLpcOHRRYvRp4nThQJCcF39fVFfk+exJKVhc+z5esrkpAgEh+PJSYG5a64GJ0Hp05hP1++rKcxGLBeQoJIr174zl274rtVVCD9yZMiBw/i97l40Xr/du2KcpyWJpKcjDyYzfjOJ0+iLGRm4ncqLNTT+vgg3bXXigwerKerrbXe3pEjKF+WAgOxf0aORDqlsD+ysxFEZ2XhN3L0m95+O9KGhqK+MRpFzp1D2uxsbPfHH0XOn0eagACR224TefBBkeuucxyU19WhvB84gOXUKZEePVBuU1PRceFOPVNRgePUh5Nkm6ywEPvR3Q6RigrUld9/j06jyZNFkpIa/t3KykQyMlBv+fmhQy411fF5zGwWOXsW5VrrTDtwAHXpHXegbHbu7DhvR4/iuCgowHmkqAjH+M0347h1pK4O6fbs0ev0Q4dwjD/yiMjUqTgGbCmF+nzHDpENGxred41gUEopr35iCyktLZWwsDApKSmR0NDQls5O02k/y8/d807uyclBw6FHDzQs3D1JmEwYZWDPMNHPp7oaJ9yjRzHCl5Li3jFbUoJ0WVmok319kS46Gp8TFeW4ji4s1IPFHTuwZGeLBAcj6LrzTpEbbtAbJkqhkasFbNq/R47owUViosiIEWjUdOuGkdEuXRAU5OZiOXkSDfzMTHxXEYyCtm+PBndyMr57cjIa7tXVCN4uXEB+Dx1Co/3SJTR0KiqQxwED0IAeMACBRnk5lrNn0UjPzHTcyPf3R7oRI/DdTSYsZ89i31h+P1t+fiLjxiFQNJuxj86exbbKylz/bm3bIl1oKAK34mIEmM6CREdCQxGQFBcjEHLF1xffqzHat0enwYkT7qdp0wa/X/v2aOhaBnGuJCSg3ISGonG8f7/z/W4pKEikXz9s7+xZLJcuubfNgACkveYa/Vj58kuRlSvd+x06dUJQmpiIspyRgXLqDn9/HKPnzzfuN/cGX1+MUBcVuZ/GaERHTPfuCHjPnnUvXUQEAojoaJHNm607BNzJZ3S09bYCAxH0xMTg+CkoEDlzBh0trsp3x456gN2vH45XrY7QAvmDB/H7GQwoh+3aIWgaPFhk6FCUEx8f1EfV1ciX1oFw4QLeHzkSZaKhUfymKCxEuend271Rf7MZ9eb33+N8MWECyruz84vZjE6J/fv1er6uDh0aN92ENqWlmhrsu927EThqHTGFhdiXw4ejU+Tmm7FPa2uRJi8PdeWBA3qAa3vM9+yJjshu3ZC2XTt8h6NHsRw8iG3Zhon+/jiHhIbiOPf3R8fNsWP2HX+WDAaUk+BgfKbJhPPGmTOu93FiIs4Ffn74blVV2FZmpt456UhICM63YWFIK6J3qhYUiIhIqYiEiXgtdmRQ3ZC6OhTK779HYb3xRhxszmgn/t27sWRkoOAMHYrCP3So/VSvykocZMeO6dO0du3C9hIScJDZLiEh6I29fBkHwalTaFCdOoWCGxeHRpf2b2ysfUVkNov89BN6WE+exGf5+aEiCQkRGTYMlV5DamrQA61NS5s8GScHdyiFA6qwEL1mrkY1bLd55AgOjJAQHDShoWg4agePLW062/79+Pf0aVT4+fkifftiytX48Ti5WTaUi4rw2xw7JvLDDyIbN2J/acLC0GBJTsbJpWNH5KWoCBVNfj6+46lT2F5tLXreJk/GkpaGk6rlNs1mlIuCAlSOZ8+i519rpDR0Uqmqwv7JzMQJol8/bKdDh4b3bXU1vl9hIRo2UVH4jo3t4KmsRL5jYxs3Onc10AKVmBj399ulS+hJzslBw6F//4YDP6XQKN+1C/u6Rw+U5YQE58eBVkdlZKCOunABJ9e+fbF07ux4u5cv49jJyMBy8SLqwqQkLD164KRs+30vX0b9oAV7ZWVYVxsRTEhw3ut9+rQ+OlJQgHz5+uJE3rs3GnF9+1pP71QK5TcjAwHxDz+gTrVsXHfqhEZMWhoapuHhyMOZM/ro4P79DQc8nTrpvf21tViys/VRIFd8ffEb+fggz84aB8HBaJy2Bm3bYn9GRKD+yMtrOE14OBqh11yDMp+fL7JsGc4nzgQEYL9rDfIhQ7DPV6zA8tNPjtP5+eGc1r8/tjlgAH67rCws2qjwmTP2DcmAAJS1/v0R2Pbujc+Ki0NZ/c9/RP71L5G1a1FWLRuwXbsiv3364HsOGYKGosGAfbRhg0h6OvaZdl738cGxkZiI4yU5GecN7bjWzp179mCfFRZiqa3Vz/mxscir7Yh/ZSWOqexs1DdnzuD4iInRg6o+ffD9bOuCsjLsI230/eJFHH9+fvpxOWAA0juadn3pksjy5djXFRX4rjU1yGtCAtoOffrYj34qpc80yM5G3XDuHM7/WkDQpQt+o+7dsW2zGfWbdlxr5/G8PJTVoCAsXbrgHJmcjLRKIU+VlfiOu3ejjj15Up/94eODdCkpSNunD/ZbRATeO3sWv+v69dhXWt3l44Myo9W3Wn2tBXBKocNp9WrkVcR6e7166SPulr9rbS3K4PLlCIa0TrHKSpzDu3VDOUxMxHGjtSP27hV5/32RTz91HZQHBuJ7pqRgH2VloY49dKjxHUpN4e+Ptuktt2CxHMVUCvts/Xrsi6NH0R7TynTXrtjXCQmouwsKcOzk5aHjMz0d5yoRtHnGjkWbMDFRL2O1tXqwun8/ztnFxdZ5jI5GrBATo9cjFy5gfUczTiz16IH2Y2Uljo38fJRFb+jSRWTUKBzD333n/ufGxaFNUluL86mrzi0/P+wvrTOtf3/8DsuXi2zf7jxdx44o05GR+L/Wcbh5s+tOzZAQbCs1Va93Nm4Ueecd63a6LR8fkaQkKR08WMLee49BtS2XQbXWiDx8GEtlJRpTQ4bYXxtUVoaD6/vvsezYYd+g0QKimBgUID8/FHwtkP6/HhCnjEZsNywMB5ezBoC3deiAilHryaqocN3LI4KKeNw4FPbAQJyAzGYU1hMncKI6csS+0I8di+lEQ4eigggLQ7qsLFR6hw/jgPnxR7233ccHB0RqKirtmBgsRiNOilpgqvWeOTrQ/PyQ54QEnHDKyhCMXryIbbvTa+3vry9KOZ7G5uuLvJ46ZT3VzFO+vti/AQF6ZeqMnx9ObAkJ2LehoXoZPHsWPX+nT2N/2+rWDY0erfEUFqafWPLz8bueOWOftk0blAGtIdq7N14LCEDe8/L08qD9q/WAh4VhGs799+Nk6CzIPH9eD9gOHUJeR47EKJc71xyKoEzv24eG5p49yN+vfy0yenTDwW1hIU4YO3bguLDs0IqLcxykKoVGqRYwWo4S1tUhnXbyT0nRG1XatFdt/R9/1EcWNeHhOI769tVHG/399ePg1Cl8V0cjRwEBOIFGR6NBFRyMBuhPPzU82uTvj7IRG4vj/aef8Pu6M/ISGoqGeEgIytX58+hoc8VgQGOnZ0+kP3dOz6s7x5bRiO9ZW4t9Xl7uuNESEYFjdu9e140aW127orGtNdLr6nB8HTvm+BjTxMcj3ZAhqAfT0lBvffGFyD//aT8a5eODxogWtKWk4P+xsWi0/fCDyLZtaJhpI9PFxShTnTvj9+7WTR+N7tsX7126hCU3V28MHj6M72E0oqyEhemdI0lJaNQEBaHcFBfrx+WBA8hncDDe79gR2+vXTy+nGm2a9tatCEjq6vRO24gIvdHVubPjY/PoUQQldXV6INOhA75bz57Or5PVzk/Fxai7y8qQ34QE7EtnnU2WqqrwGWaz3pgODm5cx6LZjPONwfDL61Sk1qe2Vh+V/uknBE6RkfrlAVFRjjtbKytRr2idmEePol7R6oiYGNQRyck4l1ZV6dP1Dx1CULpzJ+pGrcM0IADb1joPwsNRh2zbhnaKpc6dka66Gnlx1F5rrMDAxrXrgoJQx4eEIJhvqBPUaMT+0Or6ujqRNWtEtmxxPIOkfXuM8A4cqHfg9OqFdu3q1SKrViH4rKvT264dOuidICkpaHvFxemfWVqKDsANG3Bu136TwEB8fu/e+HfgQPwWGq1e10aJa2qwhIfrsy2c1c25uTiPWV6aFBWFc46zAZ/SUnQA7Nun3+tAuywjNRX1uqNyaTZjn/zwg942qKvDOXLAAOybwECvD8hefUF1cbGE+vigwZOejp26bZt9T5IIflAtONCmqpw/b99QCgvDKLNS6AFpqHfH1xcHTFoaFoMBP+z33zsf+QgNRYWTmopG2ODBOFC14NVyOXkSeQgIwAEQHKwHktoIcU6O3vDKyXHeiPT1ReMvMRF50K6NOn9ebwi5o107ffrOpk32vfyu+PtjH7s7lc1ym9r0x9JSNN4b6jENDtYbgPHx2G8dO6IzZONG/Ea21zeJ6D3EKSnouRw9GvtLm8mwYwca2to1hcXFaDhqQY1lL3xoKHpSV68W+fe/XQc4RqPeYA4MREDgziiYCCq5fv3QI6uNzrsrJAQV6YULDQdFrgQEWB8v2r6IikIlevEiTuQ5Oa57yZOTEWCPHImTl4i+r48fx8k8IwMndEdlLyFB5L779FHRtm2xvcOHcTI/eND1qKTWWdOjB9JfuIAlP7/hqaiNkZiIE9/One6PThqNOEl064bvcPhwww0CPz8cAwMHooxmZaGB4+xaRk1kJNKkpeG4OXpU76x0VS61YCglBeX/xAl9dNBVI0hrfKSk4Bgwm7Fcvozjbs8ex+XTaESa1FT0sI8cicaZwYDy+MMPOFGfOoVycPEi9ndcHH6DxESc6FNTHV/XK4I8ZGbiu/j46Cf76GikDQ52/r3MZpQdkwnl1WzGvnV3po5lHoxG96YpEhG1Zkqhzl6zRuSbbxyPYhqNqO8nTMB56tIlvTM5O1tvQ5eVoQ0ZHY0lORk3ehs9GkHs3r1oE27ZgrpaCzqV0s9J/fqhrZ6SonfWVVcjzYYNervbYNDbnv3741zkqHOvtFQPOgMD0U7p2BHn9oY69JTi5aIeYFDtRP2O8fOTUEeNQm1KQlISGvpaEORIt24YHdNGyfr21XtCSktF1q1Db1RFhd77ERqqNzb793c+Pbe0FAdmSQkWoxEN/fBw9w8I7SYZjbmjZXExApeaGr3xFxjo+s6Y5eUIMtPTMXKkTdUym/VAXJtu2rWrnv+cHJGPPsIUvtxcVF5aMevQAR0ZvXohCNemubZpg4orIwM9Urm5qAjz89EbFhenT19KStJHcCz3mcmEXlbtZielpQgOtdHcnj0dT2ezVF2tT92rrcV31UbsmoPZjP1z+TL2b3W19bS0oCD7KXC5uejwyM/HdywtRTrtTqexsfhdbK/3LC7W78Kq3ZCmpASN+agoLPHx+hQcLW1lJX6LgweRft8+nNhqavQpr5GRejDSo4f+b3g4ys+HH+J6uoaut+nVC8dQ374Ilrdta1xngAh6xlNTsWhTSd0NfPv0QY9uu3Z6h9bJk65ndPj5oUxrJ1mtdzgiAifWb75B58m5c3qHnTYqqa2fmorOAq23trYWHT2bN+sjkpcu4XeOi9Nv1NO3L9IHBOj50e5+m5urX35QUYHft3NnlBOtc8BWbS3S5OaiEVJers9q6NwZjQ1n9dTly+ggyc7G/o6M1BdH08JFUJ4vXNADbC2fUVHIZ7durkcWtevTCgv1eq1NG+wbd+tHIiJqfUpL0Rns56fPuomLa7hzUimc6yzPm/SLxKDaifodIyKhIhj5HD0a0yfHjEEj17aRde4cggStFyk4GA3A6Oif/wtczbSbVmhT6eiXSbsz7PnzWAoKEHR37YqlWzfHo3sFBejc2bYNy549OIFqd7uNjUVQqt0oJSrKfrtffYUpUqWlCJCrqtBh0aePvqSlOZ5mrt17QJspUluL3uMOHTALoEcP90/OSukLRxeJiIiIWgSDaifqd8yhQxLatSt6qjgVgujqYzbzkRxERERE5DFvB9XN1jJdvHixxMfHS5s2bWTgwIGydetWp+uuWLFCrrvuOunYsaOEhobKsGHD5Ntvv/Vsw1262E+ZJaKrBwNqIiIiIrqCNEvrdPny5TJ79mx57rnnZO/evTJq1CiZNGmS5OTkOFx/y5Ytct1118maNWskIyNDxo0bJ7fccovsdfVIDSIiIiIiIqIW1izTv4cMGSKpqamyZMmS+tf69Okjt912myxYsMCtz+jbt69MnTpV/vu//9vh+9XV1VJt8Xik0tJSiY2N9f5zqomIiIiIiOiqccVP/66pqZGMjAyZOHGi1esTJ06U7a4e/G3BbDZLWVmZhIeHO11nwYIFEhYWVr/ExsY2Kd9EREREREREjeX1oLqwsFBMJpNEWj4sXEQiIyPl3Llzbn3Gq6++KhUVFXLnnXc6XWfu3LlSUlJSv+Tm5jYp30RERERERESN5eIBoE1jsLlRmFLK7jVHPv/8c5k/f76sWrVKOnXq5HQ9o9EoRqOxyfkkIiIiIiIi8pTXg+oOHTqIr6+v3ah0QUGB3ei1reXLl8vDDz8s//znP2XChAnezhoRERERERGRV3l9+ndAQIAMHDhQ1q9fb/X6+vXrZfjw4U7Tff755/LAAw/IZ599JjfddJO3s0VERERERETkdc0y/fupp56Se++9V9LS0mTYsGHy9ttvS05OjkyfPl1EcD10Xl6efPTRRyKCgPq+++6TN954Q4YOHVo/yt22bVsJCwtrjiwSERERERERNVmzBNVTp06VoqIief755yU/P1+Sk5NlzZo10rVrVxERyc/Pt3pm9T/+8Q+pq6uTGTNmyIwZM+pfv//+++WDDz5ojiwSERERERERNVmzPKe6JXj7WWNERERERER09bnin1NNRERERERE9EvRbI/U+rlpA+6lpaUtnBMiIiIiIiK6Umkxo7cmbV81QXVRUZGIiMTGxrZwToiIiIiIiOhKV1RU5JUbY181QXV4eLiIiOTk5PCO4eR1paWlEhsbK7m5ubxmn7yO5YuaC8sWNSeWL2pOLF/UnEpKSiQuLq4+hmyqqyao9vHB5eFhYWE88KjZhIaGsnxRs2H5oubCskXNieWLmhPLFzUnLYZs8ud45VOIiIiIiIiIfoEYVBMRERERERF56KoJqo1Go8ybN0+MRmNLZ4WuQixf1JxYvqi5sGxRc2L5oubE8kXNydvly6C8dR9xIiIiIiIiol+Yq2akmoiIiIiIiOjnxqCaiIiIiIiIyEMMqomIiIiIiIg8xKCaiIiIiIiIyENXRVC9ePFiiY+PlzZt2sjAgQNl69atLZ0laoW2bNkit9xyi8TExIjBYJCvv/7a6n2llMyfP19iYmKkbdu2MnbsWDl06FDLZJZanQULFsigQYMkJCREOnXqJLfddpscO3bMah2WMfLUkiVLJCUlRUJDQyU0NFSGDRsma9eurX+fZYu8ZcGCBWIwGGT27Nn1r7F8UVPMnz9fDAaD1RIVFVX/PssXNUVeXp7cc889EhERIYGBgXLNNddIRkZG/fveKl+tPqhevny5zJ49W5577jnZu3evjBo1SiZNmiQ5OTktnTVqZSoqKqR///7y1ltvOXz/pZdektdee03eeust2bVrl0RFRcl1110nZWVlP3NOqTVKT0+XGTNmyI4dO2T9+vVSV1cnEydOlIqKivp1WMbIU126dJGFCxfK7t27Zffu3TJ+/Hi59dZb6xsGLFvkDbt27ZK3335bUlJSrF5n+aKm6tu3r+Tn59cvmZmZ9e+xfJGnLl26JCNGjBB/f39Zu3atHD58WF599VVp165d/TpeK1+qlRs8eLCaPn261Wu9e/dWzzzzTAvliK4GIqJWrlxZ/7fZbFZRUVFq4cKF9a9VVVWpsLAw9fe//70FckitXUFBgRIRlZ6erpRiGSPva9++vXrnnXdYtsgrysrKVGJiolq/fr0aM2aMmjVrllKKdRc13bx581T//v0dvsfyRU3xhz/8QY0cOdLp+94sX616pLqmpkYyMjJk4sSJVq9PnDhRtm/f3kK5oqvR6dOn5dy5c1ZlzWg0ypgxY1jWyCMlJSUiIhIeHi4iLGPkPSaTSZYtWyYVFRUybNgwli3yihkzZshNN90kEyZMsHqd5Yu84fjx4xITEyPx8fFy1113yalTp0SE5YuaZvXq1ZKWliZ33HGHdOrUSQYMGCBLly6tf9+b5atVB9WFhYViMpkkMjLS6vXIyEg5d+5cC+WKrkZaeWJZI29QSslTTz0lI0eOlOTkZBFhGaOmy8zMlODgYDEajTJ9+nRZuXKlJCUlsWxRky1btkz27NkjCxYssHuP5YuaasiQIfLRRx/Jt99+K0uXLpVz587J8OHDpaioiOWLmuTUqVOyZMkSSUxMlG+//VamT58uTz75pHz00Uci4t36y887WW5ZBoPB6m+llN1rRN7AskbeMHPmTDlw4IBs27bN7j2WMfJUr169ZN++fVJcXCxfffWV3H///ZKenl7/PssWeSI3N1dmzZol3333nbRp08bpeixf5KlJkybV/79fv34ybNgwSUhIkA8//FCGDh0qIixf5Bmz2SxpaWny4osviojIgAED5NChQ7JkyRK577776tfzRvlq1SPVHTp0EF9fX7uehIKCArseB6Km0O5CybJGTfXEE0/I6tWrZdOmTdKlS5f611nGqKkCAgKkR48ekpaWJgsWLJD+/fvLG2+8wbJFTZKRkSEFBQUycOBA8fPzEz8/P0lPT5c333xT/Pz86ssQyxd5S1BQkPTr10+OHz/O+ouaJDo6WpKSkqxe69OnT/0Nrb1Zvlp1UB0QECADBw6U9evXW72+fv16GT58eAvliq5G8fHxEhUVZVXWampqJD09nWWN3KKUkpkzZ8qKFStk48aNEh8fb/U+yxh5m1JKqqurWbaoSa699lrJzMyUffv21S9paWnym9/8Rvbt2yfdu3dn+SKvqq6uliNHjkh0dDTrL2qSESNG2D2+NCsrS7p27SoiXm57NfImalecZcuWKX9/f/Xuu++qw4cPq9mzZ6ugoCCVnZ3d0lmjVqasrEzt3btX7d27V4mIeu2119TevXvVmTNnlFJKLVy4UIWFhakVK1aozMxMdffdd6vo6GhVWlrawjmn1uDxxx9XYWFhavPmzSo/P79+uXz5cv06LGPkqblz56otW7ao06dPqwMHDqhnn31W+fj4qO+++04pxbJF3mV592+lWL6oaebMmaM2b96sTp06pXbs2KFuvvlmFRISUt+WZ/kiT/3444/Kz89PvfDCC+r48ePq008/VYGBgeqTTz6pX8db5avVB9VKKbVo0SLVtWtXFRAQoFJTU+sfUUPUGJs2bVIiYrfcf//9Sincdn/evHkqKipKGY1GNXr0aJWZmdmymaZWw1HZEhH1/vvv16/DMkaeeuihh+rPgx07dlTXXnttfUCtFMsWeZdtUM3yRU0xdepUFR0drfz9/VVMTIyaMmWKOnToUP37LF/UFN98841KTk5WRqNR9e7dW7399ttW73urfBmUUsqj8XQiIiIiIiKiX7hWfU01ERERERERUUtiUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVRERERERERB5iUE1ERERERETkIQbVREREV5jNmzeLwWCQ4uLils4KERERNYBBNRERUQsaO3aszJ492+q14cOHS35+voSFhbVMpkQkPj5e1q1b12LbJyIiai38WjoDREREZC0gIECioqJabPsHDhyQoqIiGTduXIvlgYiIqLXgSDUREVELeeCBByQ9PV3eeOMNMRgMYjAYJDs722769wcffCDt2rWTf/3rX9KrVy8JDAyU22+/XSoqKuTDDz+Ubt26Sfv27eWJJ54Qk8lU//k1NTXy9NNPS+fOnSUoKEiGDBkimzdvbjBfq1atkuuvv16MRqPD9+fPny9xcXFiNBolJiZGnnzySW/sDiIiolaJI9VEREQt5I033pCsrCxJTk6W559/XkREOnbsKNnZ2XbrXr58Wd58801ZtmyZlJWVyZQpU2TKlCnSrl07WbNmjZw6dUp+9atfyciRI2Xq1KkiIvLggw9Kdna2LFu2TGJiYmTlypVyww03SGZmpiQmJjrN1+rVq2XWrFkO3/vyyy/l9ddfl2XLlknfvn3l3Llzsn///qbvDCIiolaKQTUREVELCQsLk4CAAAkMDGxwundtba0sWbJEEhISRETk9ttvl48//ljOnz8vwcHBkpSUJOPGjZNNmzbJ1KlT5eTJk/L555/L2bNnJSYmRkREfv/738u6devk/ffflxdffNHhdvLy8mT//v1y4403Onw/JydHoqKiZMKECeLv7y9xcXEyePDgJuwFIiKi1o3Tv4mIiFqBwMDA+oBaRCQyMlK6desmwcHBVq8VFBSIiMiePXtEKSU9e/aU4ODg+iU9PV1OnjzpdDurV6+WESNGSHh4uMP377jjDqmsrJTu3bvLo48+KitXrpS6ujovfUsiIqLWhyPVRERErYC/v7/V3waDweFrZrNZRETMZrP4+vpKRkaG+Pr6Wq1nGYjbWr16tdx6661O34+NjZVjx47J+vXr5T//+Y/89re/lZdfflnS09Pt8kNERPRLwKCaiIioBQUEBFjdXMxbBgwYICaTSQoKCmTUqFFupSkvL5dNmzbJokWLXK7Xtm1bmTx5skyePFlmzJghvXv3lszMTElNTfVG1omIiFoVBtVEREQtqFu3brJz507Jzs6W4OBgp9OuG6tnz57ym9/8Ru677z559dVXZcCAAVJYWCgbN26Ufv36Obxmet26dZKYmCjdu3d3+rkffPCBmEwmGTJkiAQGBsrHH38sbdu2la5du3ol30RERK0Nr6kmIiJqQb///e/F19dXkpKSpGPHjpKTk+O1z37//fflvvvukzlz5kivXr1k8uTJsnPnTomNjXW4/qpVq1xO/RYRadeunSxdulRGjBghKSkpsmHDBvnmm28kIiLCa/kmIiJqTQxKKdXSmSAiIqKWZTKZpFOnTrJ27VrezZuIiKgROFJNREREUlRUJL/73e9k0KBBLZ0VIiKiVoUj1UREREREREQe4kg1ERERERERkYcYVBMRERERERF5iEE1ERERERERkYcYVBMRERERERF5iEE1ERERERERkYcYVBMRERERERF5iEE1ERERERERkYcYVBMRERERERF5iEE1ERERERERkYf+PwJjyhV8ecQqAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Load finger tapping data set\n", "finger_tapping_data = cedalion.datasets.get_fingertappingDOT()\n", "\n", "# Extract the fnirs recording\n", "fnirs_data = finger_tapping_data['amp']\n", "\n", "# Plot three channels of the fnirs data\n", "fig, ax = plt.subplots(3, 1, sharex=True, figsize=(10, 5))\n", "for i, ch in enumerate([\"S1D1\", \"S1D2\", \"S7D9\"]):\n", " ax[i].plot(fnirs_data.time, fnirs_data.sel(channel=ch, wavelength=\"760\"), \"r-\", label=\"760nm\")\n", " ax[i].plot(fnirs_data.time, fnirs_data.sel(channel=ch, wavelength=\"850\"), \"b-\", label=\"850nm\")\n", " ax[i].set_title(f\"Channel {ch}\")\n", "\n", "ax[0].legend()\n", "ax[2].set_xlim(0,60)\n", "ax[2].set_xlabel(\"time / s\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "5", "metadata": {}, "source": [ "## Conversion to Optical Density" ] }, { "cell_type": "code", "execution_count": 4, "id": "6", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:14.888577Z", "iopub.status.busy": "2025-08-08T07:09:14.888407Z", "iopub.status.idle": "2025-08-08T07:09:14.910372Z", "shell.execute_reply": "2025-08-08T07:09:14.909890Z" } }, "outputs": [], "source": [ "# Convert to Optical Density (OD)\n", "fnirs_data_od = cedalion.nirs.int2od(fnirs_data)" ] }, { "cell_type": "markdown", "id": "7", "metadata": {}, "source": [ "## Channel Quality Assessment and Pruning\n", "The Scalp Coupling Index (SCI) and Peak Spectral Power (PSP) are used for quality assessment. We compute SCI and PSP for each channel, and remove channels with less than 75% of clean time. " ] }, { "cell_type": "code", "execution_count": 5, "id": "8", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:14.912246Z", "iopub.status.busy": "2025-08-08T07:09:14.912064Z", "iopub.status.idle": "2025-08-08T07:09:15.767179Z", "shell.execute_reply": "2025-08-08T07:09:15.766630Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "List of pruned channels: ['S13D26'] (1)\n" ] } ], "source": [ "# Calculate masks for SCI and PSP quality metrics\n", "window_length = 5 * units.s\n", "sci_thresh = 0.75\n", "psp_thresh = 0.1\n", "sci_psp_percentage_thresh = 0.75\n", "\n", "sci, sci_mask = quality.sci(fnirs_data_od, window_length, sci_thresh)\n", "psp, psp_mask = quality.psp(fnirs_data_od, window_length, psp_thresh)\n", "sci_x_psp_mask = sci_mask & psp_mask\n", "perc_time_clean = sci_x_psp_mask.sum(dim=\"time\") / len(sci.time)\n", "sci_psp_mask = [perc_time_clean >= sci_psp_percentage_thresh]\n", "\n", "# Prune channels that do not pass the quality test\n", "fnirs_data_pruned, drop_list = quality.prune_ch(fnirs_data_od, sci_psp_mask, \"all\")\n", "\n", "# Display pruned channels\n", "print(f\"List of pruned channels: {drop_list} ({len(drop_list)})\")\n" ] }, { "cell_type": "markdown", "id": "9", "metadata": {}, "source": [ "## High-pass filter" ] }, { "cell_type": "code", "execution_count": 6, "id": "10", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:15.768903Z", "iopub.status.busy": "2025-08-08T07:09:15.768751Z", "iopub.status.idle": "2025-08-08T07:09:16.108076Z", "shell.execute_reply": "2025-08-08T07:09:16.107504Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Filter the data\n", "# fmax = 0 is used to indicate high-pass filtering\n", "fnirs_data_filtered = fnirs_data_pruned.cd.freq_filter(\n", " fmin=0.01, fmax=0, butter_order=4\n", ")\n", "\n", "# Store sampling rate\n", "fnirs_data_samplingrate = sampling_rate(fnirs_data_pruned.time).magnitude\n", "\n", "# Plot the filtered data\n", "fig, ax = plt.subplots(3, 1, sharex=True, figsize=(10, 5))\n", "for i, ch in enumerate([\"S1D1\", \"S1D2\", \"S7D9\"]):\n", " ax[i].plot(fnirs_data_filtered.time, fnirs_data_filtered.sel(channel=ch, wavelength=\"760\"), \"r-\", label=\"760nm\")\n", " ax[i].plot(fnirs_data_filtered.time, fnirs_data_filtered.sel(channel=ch, wavelength=\"850\"), \"b-\", label=\"850nm\")\n", " ax[i].set_title(f\"Channel {ch}\")\n", "\n", "ax[0].legend()\n", "ax[2].set_xlim(0,60)\n", "ax[2].set_label(\"time / s\")\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "id": "11", "metadata": {}, "source": [ "## Select Channels and Time Slice for ICA \n", "\n", "The entire finger tapping dataset was recorded over 30 minutes and contains 99 channels after pruning. Unfortunately, these dimensions result in a long runtime for ICA-ERBM. For this reason, we will use only a subset of the channels and a 10-minute slice of the selected channels. Despite the longer runtime, this example is also applicable to the full dataset.\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "12", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:16.109823Z", "iopub.status.busy": "2025-08-08T07:09:16.109629Z", "iopub.status.idle": "2025-08-08T07:09:16.119135Z", "shell.execute_reply": "2025-08-08T07:09:16.118725Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Shape of data for ICA-ERBM: (30, 2616)\n" ] } ], "source": [ "# Choose the best 30 channels based on the percentage of time clean\n", "id_best_channels = np.argsort(perc_time_clean).values[-30:]\n", "best_channels = fnirs_data[\"channel\"][id_best_channels]\n", "\n", "# Extract the best channels from the filtered data\n", "fnirs_best_channels = fnirs_data_filtered.sel(channel=best_channels)\n", "\n", "# Select a 10 min interval\n", "duration = 10 * 60\n", "buffer = 60\n", "fnirs_best_channels = fnirs_best_channels.sel(time=slice(buffer, buffer + duration))\n", "\n", "# Ignore units\n", "fnirs_best_channels = fnirs_best_channels.pint.dequantify()\n", "\n", "# Select the first wavelength\n", "X = fnirs_best_channels.values[:, 0, :]\n", "print(f\"Shape of data for ICA-ERBM: {X.shape}\")" ] }, { "cell_type": "markdown", "id": "13", "metadata": {}, "source": [ "## Apply ICA-ERBM \n", "\n", "ICA-ERBM is applied to the selected channels. For the autoregressive filter used in ICA-ERBM, we use the default parameter $p = 11$. The source estimates are then computed as $\\hat S = W \\cdot X$. " ] }, { "cell_type": "code", "execution_count": 8, "id": "14", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:09:16.120620Z", "iopub.status.busy": "2025-08-08T07:09:16.120465Z", "iopub.status.idle": "2025-08-08T07:10:04.041730Z", "shell.execute_reply": "2025-08-08T07:10:04.041170Z" } }, "outputs": [], "source": [ "# Set filter length\n", "p = 11\n", "\n", "# Apply ICA-ERBM to the data\n", "W = ERBM.ERBM(X, p)\n", "\n", "# Compute separated source as S = W * X\n", "sources = W.dot(X)" ] }, { "cell_type": "code", "execution_count": 9, "id": "15", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:10:04.043937Z", "iopub.status.busy": "2025-08-08T07:10:04.043759Z", "iopub.status.idle": "2025-08-08T07:10:04.047975Z", "shell.execute_reply": "2025-08-08T07:10:04.047493Z" } }, "outputs": [], "source": [ "# Apply z-score normalization to the sources\n", "sources_zscore = sp.stats.zscore(sources, axis=0)" ] }, { "cell_type": "markdown", "id": "16", "metadata": {}, "source": [ "## Selection of PPG Source\n", "\n", "From the reconstructed sources, we now want to identify those that are most similar to a PPG signal. To this end, we compare the frequency band in which the PPG signal is expected to have large amplitudes with the surrounding frequency bands. The sources with the highest contrast are selected. The PPG signal is expected to exhibit high amplitudes in a frequency band around 1 Hz." ] }, { "cell_type": "code", "execution_count": 10, "id": "17", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:10:04.049816Z", "iopub.status.busy": "2025-08-08T07:10:04.049627Z", "iopub.status.idle": "2025-08-08T07:10:04.062819Z", "shell.execute_reply": "2025-08-08T07:10:04.059749Z" } }, "outputs": [], "source": [ "# Compute the frequency spectrum for each source\n", "psd_sources = np.abs(np.fft.fft(sources, axis = 1))\n", "\n", "# The frequencies corresponding to the spectrum\n", "freqs = np.fft.fftfreq(sources.shape[1], 1/fnirs_data_samplingrate)\n", "\n", "# Choose the indices of frequencies that are in the ppg band (0.75 - 1.25 Hz)\n", "ppg_band_ind = np.logical_and(freqs >= 0.75, freqs <= 1.25)\n", "\n", "# Choose the indices of frequencies that are in the band (0 - 0.75 Hz and 1.25 - 3.0 Hz)\n", "comp_band = np.logical_and(freqs >= 0, freqs < 0.75) + np.logical_and(freqs > 1.25 , freqs <= 3.0) \n", "\n", "# Compute the quotient of the ppg band and the contrast band\n", "psd_quotient = np.sum(psd_sources[:, ppg_band_ind], axis = 1 ) / np.sum(psd_sources[:, comp_band], axis = 1 )\n", "\n", "# Choose the indices of the sources with the highest contrast\n", "max_contrast_index = np.argsort(psd_quotient, axis = 0 )[-5:]\n", "\n", "# Reverse the order of the indices to have the highest contrast first\n", "max_contrast_index = max_contrast_index[::-1]\n", "\n", "# Choose the sources with the highest contrast\n", "ppg_sources = sources_zscore[max_contrast_index, :]" ] }, { "cell_type": "code", "execution_count": 11, "id": "18", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:10:04.064634Z", "iopub.status.busy": "2025-08-08T07:10:04.064461Z", "iopub.status.idle": "2025-08-08T07:10:04.948563Z", "shell.execute_reply": "2025-08-08T07:10:04.947914Z" }, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the sources with the highest contrast and their frequency spectrum\n", "fig, ax = plt.subplots(ppg_sources.shape[0], 2, figsize=(12, 2 * ppg_sources.shape[0]))\n", "\n", "for i in range(ppg_sources.shape[0]):\n", " # Plot the source for 60 seconds\n", " samples = int(fnirs_data_samplingrate * 60 * 1)\n", " ax[i, 0].plot( 1/fnirs_data_samplingrate * np.arange(0,samples), ppg_sources[i, :samples], label=f\"Source {max_contrast_index[i]+1}\")\n", " ax[i, 0].set_title(f\"Source {max_contrast_index[i] + 1}\", fontsize=10)\n", "\n", " # Plot frequency spectrum of the source\n", " psd = np.abs(np.fft.rfft(ppg_sources[i, :])) ** 2\n", " x_freqs = np.fft.rfftfreq(ppg_sources.shape[1], 1 / fnirs_data_samplingrate)\n", " ax[i, 1].plot(x_freqs, psd, label=\"Contrast Band\")\n", " ax[i, 1].set_title(f\"Frequency Spectrum of Source {max_contrast_index[i]+1}, Contrast Quotient: {psd_quotient[max_contrast_index[i]]:.2f}\", fontsize=10)\n", "\n", " # Highlight the PPG band in the frequency spectrum\n", " highlight_ppg_band = np.logical_and(x_freqs >= 0.75, x_freqs <= 1.25)\n", " ax[i, 1].plot(x_freqs[highlight_ppg_band], psd[highlight_ppg_band], color='orange', label='PPG Band')\n", "\n", "ax[0, 1].legend()\n", "ax[i, 0].set_xlabel(\"Time / s\")\n", "ax[i, 1].set_xlabel(\"Frequency / Hz\")\n", "fig.suptitle(\"PPG Sources\", fontsize=16)\n", "plt.tight_layout()\n" ] }, { "cell_type": "markdown", "id": "19", "metadata": {}, "source": [ "## Selection of Mayer Wave Source\n", "\n", "Mayer waves are expected to have a frequency around 0.1 Hz. Similar to the PPG sources above, we will use the contrast between the frequency band around 0.1 Hz and the surrounding bands to rank the sources and identify those that are most similar to the Mayer wave." ] }, { "cell_type": "code", "execution_count": 12, "id": "20", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:10:04.950598Z", "iopub.status.busy": "2025-08-08T07:10:04.950356Z", "iopub.status.idle": "2025-08-08T07:10:04.956379Z", "shell.execute_reply": "2025-08-08T07:10:04.955877Z" } }, "outputs": [], "source": [ "# Choose the indices of frequencies that are in the Mayer Wave band (0.05 - 0.15 Hz)\n", "mw_band_ind = np.logical_and(freqs >= 0.05, freqs <= 0.15)\n", "\n", "# Choose the indices of frequencies that are in the band (0 - 0.05 Hz and 0.15 - 3.0 Hz)\n", "comp_band = np.logical_and(freqs >= 0, freqs < 0.05) + np.logical_and(freqs > 0.15 , freqs <= 3.0) \n", "\n", "# Compute the quotient of the Mayer Wave band and the contrast band\n", "psd_quotient = np.sum(psd_sources[:, mw_band_ind], axis = 1 ) / np.sum(psd_sources[:, comp_band], axis = 1 )\n", "\n", "# Choose the indices of the sources with the highest contrast\n", "max_contrast_index = np.argsort(psd_quotient, axis = 0 )[-5:]\n", "\n", "# Reverse the order of the indices to have the highest contrast first\n", "max_contrast_index = max_contrast_index[::-1]\n", "\n", "# Extract the sources with the highest contrast\n", "mw_sources = sources_zscore[max_contrast_index, :]" ] }, { "cell_type": "code", "execution_count": 13, "id": "21", "metadata": { "execution": { "iopub.execute_input": "2025-08-08T07:10:04.957986Z", "iopub.status.busy": "2025-08-08T07:10:04.957835Z", "iopub.status.idle": "2025-08-08T07:10:05.930868Z", "shell.execute_reply": "2025-08-08T07:10:05.930302Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the sources with the highest contrast and their frequency spectrum\n", "fig, ax = plt.subplots(mw_sources.shape[0], 2, figsize=(12, 2 * mw_sources.shape[0]))\n", "\n", "for i in range(mw_sources.shape[0]):\n", " # Plot the source for 60 seconds\n", " samples = int(fnirs_data_samplingrate * 60 * 1)\n", " ax[i, 0].plot( 1/fnirs_data_samplingrate * np.arange(0,samples), mw_sources[i, : samples], label=f\"Source {max_contrast_index[i]+1}\")\n", " ax[i, 0].set_title(f\"Source {max_contrast_index[i] + 1}\", fontsize=10)\n", "\n", " # Plot frequency spectrum of the source\n", " psd = np.abs(np.fft.rfft(mw_sources[i, :])) ** 2\n", " x_freqs = np.fft.rfftfreq(mw_sources.shape[1], 1 / fnirs_data_samplingrate)\n", " ax[i, 1].plot(x_freqs, psd, label=\"Contrast Band\")\n", " ax[i, 1].set_title(f\"Frequency Spectrum of Source {max_contrast_index[i]+1}, Contrast Quotient: {psd_quotient[max_contrast_index[i]]:.2f}\", fontsize=10)\n", "\n", " # Highlight the Mayer Wave band in the frequency spectrum\n", " highlight_mw_band = np.logical_and(x_freqs >= 0.05, x_freqs <= 0.15) \n", " ax[i, 1].plot(x_freqs[highlight_mw_band], psd[highlight_mw_band], color='orange', label='Mayer Wave Band')\n", "\n", "ax[0, 1].legend()\n", "ax[i, 0].set_xlabel(\"Time / s\")\n", "ax[i, 1].set_xlabel(\"Frequency / Hz\")\n", "fig.suptitle(\"Mayer Wave Sources\", fontsize=16)\n", "plt.tight_layout()" ] } ], "metadata": { "kernelspec": { "display_name": "cedalion_v25.1.0", "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": "3.11.13" } }, "nbformat": 4, "nbformat_minor": 5 }