{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Lezone del 26/9/2023" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Prime istruzioni" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "L'**istruzione** `print` (o, più correttamente, la **funzione** `print`) stampa il valore del suo argomento. Le virgolette delimitano una stringa, ovvero una sequenza di caratteri\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Hello, world!\")" ] }, { "attachments": { "image-1.png": { "image/png": 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ax7//TUp0166O51osDad29fbtlN3X1aK60Qj873/AI4/Q533hBVL4rTGxlWnWjMKKALJW9ulDG9PgaCDSxzCNDJ0O2LKFHjjatqVYnVdeIevla6/RjSQ3F/j5Z7oxsXLJMAzT+JHJKKzh/ffJbfHCBfpbq6XFxJgY4NZbgS+/pIy21zOlpdW7lMbFkULx0UfAnDnkmuwNS5NaTa/Bwe7bWmMvc3KqbzdrFv3G339ffbsTJ+i1aj1Wf3/6bLm5nlu7f/mFanMOHWpfrzomBvj4Y1Ii9+1zfq6fHy2G1DcWCyUpfPNN123Kyui3euYZkhchKn7DqsjlFRn1mQYNWzAZxlPy84Hff6fsctu2UYa8qChg7FjgzjspLqe6lU2GYRjm2qJDB1KO5swhy9Kvv9LC4lNPkYXprruARx8Fbr/9+ouxtyoOVdHrgf/+lxTL7t3JItyvn/euq9XSq1Lpvq01kV5mZvXtOnWi5HsbN5Ii5Ipz58jy1qmT8/dTUynJjye0b+/6PauS5UqmlMqK76EmWCz0GTIzyRXVz49+o86dSbmrKefOUSzkwYOu20REUGZnoEJBdxV3W1Dg3irONAius9mOYWpIWhqtIK5fTwkfzGYq5P3cc6RUDhjgubsLwzAMc+0SE0Nxm7NnUwzcN9/QtmYNuc3+61/AjBnVKw7XEq4smOPHA3/9Re6pEyYA8fEURxcSQsdCQynza0RE7eIwdTp69SQJU6tWpESlprpvO2gQ8O231bdJTKTf15nil5VF34kr5bMmWBW2qpZSKypVRYZcTzh0iBIC/fEHjbMqCgX9Vk88QW65niZeio+n10uX6Hdxp/QXFdEzldV1uSqZmVRyhmnwsILJMFVJSaFV6F9/BY4coYl0wAByg5o0iVasGYZhGMYVHTpQlss336TEJCtWUObQBQvoAX3mTLJuXqsLlHo9KVPO3EHvvZeUjZQUSlRTnaUtKIgUsm7d6D48dqz7e7DVuueJxc3Pj2I1d+6kpDHV0aYNWfVcxQcCpEi5WkCwxg527+5+XO74/nsKz+nRg5S4H3+kRDlWV1qlskLRro6sLMreumEDKW7jx1d8x1FR1MeZM1Sfe/Vqei6aMIGy83qSwOnQIXo1m0n57tmz+vbp6eS27Cp+NDGRMgszDR5WMBkGoBvdmjUU8xAfTzed4cOBzz+nyZSTNjAMwzA1RSqljKIjRgCffEIWsC+/BCZOpIyZTz1FiYKutRqbVuuZsxqUM2bQZkWnI2W0tLSivERhIfWRkUHlQY4dA374geLzhg0Dli51ntwGoDaAZ1Y2o5GuqdG4b+tJf2lplF3YGQcPklX1xhudv6/TkSW3V6/qr5GVReE6DzxA8Y2//UZK7RtvVCiYAQHuXWRPniRPLI2GEhg98YRzxbl9e1oMefNNssjPnEkJDOPi3Lt9HzpEn+fECcqo707BPHWKlGZnFBbSZ7/hhur7YBoErGAy1y/Z2RQr8+OPNPHLZPQQ8OWXZKnktPMMwzCMt4iIoLjMWbPIYvb551TSYv584MEHgeefJ0vdtYDVzbJZM/dtlUrarAl3XJGXR8rUu+9STcnDh6kExdWQlEQZZD1xkd2/n6yYrqyXALlwulqQ3rePXFpdue6uWUPxul99BQwcSC7XKhWNr7SUFsITEih21WgEVq2iay1cSEpfZffToCDXiXIASjY0bhwpotu3e+a2K5ORm3eLFmTl/PxzkmVXlJQAx49TeZcLFypKtrnCaKRET08+6fz9uDhaPBg4kJTx9etpEaK6mFim3uAsssz1RUkJTcqjRlHsxezZNMF+8QXdELdto1U8Vi4ZhmEYXyCRUKbZNWsoucmzz5LrYY8e9NAfF1ffI7x6rKVCPFEwPSU6mu7PBw5QMpr337/6PjMy6DUtrXqX0u3bycOpsuW1Kmo1WQ2dKcpqNS0q3H676/NHjybr5r/+RVa6wECSlfBwUmyHDyflKyGB3Gw3bqRxz57tGNsYEkLPO6544QVKwrRpU81jQm+/ndy8f/ml+nZ79gAmE8l6t27uFcx//qExjx7t+F58PCneSiUliIqOBqZNo2c2pkHCFkzm2kevBzZvppiBjRvpJnLzzcAHHwBTp5KiyTAMwzB1TUwM8H//R5bMVasoTnPIECpN8dpr1SskDRmr4mbN0upNmjenOpP79199X2Vl9GqxkJUtN5f6jYmhxWeNhvZXr6ZMt3PmuO7LWpbGmVvw5s307DFhguvzmzQhV+CUFIrXTE8ni51cTklv2ralOMu4OODvv6tPdhMeTkqts3jR/Hxa3HjtNde1Kd3RqRMlaqqOLVvoM910Ey2euFs4Wb+eFOMhQ+yPnzhRkWVYKq2wWt59N8XlMg0SVjCZaxMhaDL77jtaGS4qojiCOXMoboHrUjIMwzANhaAgyk7+1FMUtrFgATBmDGUufecdCt9oTGRmkgXOV6W7MjJcK1gWC726ShRTmcptUlLIOvree/ZtmjYlF9S3364+C2p5Ob06y3z7xRdkxevd2/2Y2rVz7vr7xx/An3+Sa6q7TKpWJbew0NGKvHs3KZ5Tp7ofiyvOnKEY4urYtIkWSKRSWtT/+muyUDrLEKvRkBI/bZqjQtyrFz3HTZlCMaAPPFD7cTN1BrvIMtcWKSmUua9jR1oBXruWJqx//qHVybffZuWSYRiGaZjI5cDDD5MF66efSEG49VZKqmLNyNkYSE93r4DUluRkYO9eUsCdYTbTqycZelWqir9TU0mZ/+ADUnJCQ2mROjubLMvusqa6Ko9y6hS5xz77rOflPaqSnU3JoG65xXWMYmWsCmZ+vuN71pqftU1eeOwYff+TJrluc+gQZdS9+27a79uXFv4PH3befvVqijV99lnn78fHk+JenQWYaVCwgsk0fqwrXyNGUGrt996jVcINGyiu8rPPaBW4thM7wzAMw9QlUilZmE6fJtfZixfJHfCeeygGr6GTnk5upt7GYqE4zLAwYPp0522sGWE9qaEZHl7xd3o6PSe89BIpQh07UvKlqVNJWXKHNaOqtUyKlblzyVX04Yfd9+EMk4nGYTRSeZLKVtdDhypqYlbG6ppsdVWuzIgRNNZp0ypKp3hKdjZ9H+3auf7+Acr4GxpKrswAWTBVKrKeVqW8nBI33XGH8wyyFgt97gkTPCuNwjQIbFJqNBqRlZUFY9V/DC9hsViQnZ0Nrbu0yVdBXl4eyqz+9D6gqKgIRUVFPuu/rKwMeXl5ENYU215Gq9UiOzsbFqv7iJepcxk6epTciVq0oMxrZWXAxx/T6tzatVTPyZM6WJWoCxkqtMZp+ACWoeq5VuYhX8qQWq1Gbm6uz2RIp9OxDLmBZah6fC1DJpOp4ciQTEb3t4QEYMkSSpzSowdZeqp5Hql3GbJYapcsr6QEaNUK2u3bncvQv/9NCXe++IKy8lbFZALWrSMXUmexkFewyVCbNhUHrZlvASqncfAgPVNs20aeT888Q55QycnOFSWr62dxsU2GTFu30mL3f//rmcLrjJdeIgvoqlU2q7DFYkF2ejrElCnA//7neI7VxTY52fG9Hj3I1TQujpIKde1K3l1VyMvLQ2lpacWBpCQqEVNQQPGSla2/lTEYSMG8554Kl2KFghTb336zNbPJ0Pvvk+Ja1TXZyuHDwOXLwP33O3/fBXU1D5mtFnMvY5Uhg8Hgk/59fS+zKZgJCQk4d+4czp8/75MLpaam4uzZszhx4oRP+s/NzcWpU6dw9OhRn/zYGo0Gx44dw7Fjx6CuLvVzLTGbzTh69ChOnTqF3Nxcr/cPACdPnsTZs2dxyZOVuFpQFzKUEB+P7LfeIneLPn0oi9kjj1A9p/h4imGp5qZSHVYZOnLkiE9l6Pjx4yxDLmjs81BeXp5Nhkwmk9f7ryxDvnh4tFgsOHLkCE6fPo2cnByv9w8AJ06c8KkMJSYm4ty5czh37pxP+k9LS8PZs2dx/Phxn/TPMuQe6zyUkpLik/6t81CDkiGFgkpCXLwIvPIKsGIFZRpdtaqi7uMVfC1D5eXl7mXo22+p7mdN2bcPyMjA2eRkexnSaoHHHydlasECUl6cceIEJdSZO7daryWbDJWVUfIcgMqgVEYmo+/8wgXKuvrtt6Ro9ukDvPiiY6ctWlCSmp07kZCQgEs7dpDlsW9fz9xanbF6NZUlmTvXzj00LS0NxR9/DElaGvD0047nBQfT5zpyxHm/06aRQr16NS0EvPlmRe1SVMjQ0aNHSYbWrQP696ffYdcu17U8AVIi8/Lo96rMv/5FsZtr1thkKH35clIwZ81yXf/zn3/otxg+3P64TkeK8oAB9D9RibqchxrrvSw9PR1nz57FsWPHfNK/LclPwJXirCpXKxJXia/7VyqVkEql8Pf3h9STwO4aIpfLIb9iDZPX0CrmCVKpFEqlElqtFsrqgsivgoCAAGg0Gttv4W2sv61PfuPz59H0ww8R89NP8Csvpyxj33xDNxkvfR6rDFlfvY1VhoQQjVaGVCpVnchQY+3fOv/UhQwpqqvFVkskEkmjl6HGfi+rSxnyxTxUFzIUEBAAtVrdOO9loPFLJJLa9R8cTHUzH32UrHnTp1PylK++spWb8PXzkJ+fn3sZqm1839mzgEwGc7dukBqNJEMnTgAPPQScPw8sWkRlOVzRpw95M7mRPZVKVSFDkyZRjKXVtbYqERGk1L76KsVk7t3rPEGOTEZjmzcP7c+fh9+xY2Tl++WX6mtnumL/flJMJ00iBbMSQbm5aLFqFUoHD0bIoEHOz58yhdx+XREYSG67RUVkzQwJsb1llaHgkhLI7r2XlMZbb6W44Ojo6sf90UeUOTY21v74pElkxZwxA/6LFqF9fDxar1oFy4ABkH7wgev+srLINfbYMfqNkpLIkr91K9UHjY2lupyVkEgktmdeX97LfDkP1cW9rNbzkCeISuj1euFLDAaDsFgsPuvfaDQKs9nss/5NJpMwmUw+699sNguj0eiz/i0WizAYDD7rXwgvy5DJJMS6dULcdpsQEokQISHCPHOmsJw5471rVKGxy5DFYmEZcgPPQ9XDMuQelqHqYRlyj9dkaN06IZo3FyIgQIiFC+m+KRqxDL36qhDBwcJiMglDVpYQL78shFwuRPv2Quzb57XL2MlQSooQ/v5CTJnijY6FeP99Ifr1E+aHHhLi8uXa9VNSIkTr1kL07ClEWZn9e9u3CxETIywtWwrLxYtXP+YffhACECIhoeLY4cPC/MgjQigUQoSGCrF0KX02d2zZQn398IPz9/PzhRg+nNpIJMLywANCqNXV97lvnxAhIXTOlfNEt25CvPiiEEeOuDzN1/MEz0PVIxHCR87JDFNb1Gpg5UqKfUhOptTezzxDK5jBwfU9OoZhGIZpOBQVkQvn6tWUPf2773yTYKcu2LEDuO02Sth3+TKpFE8/TUlgahvD6Alr11JN7KpWt/pi7lzKZnvsGD0DabXk+rt8OdWX7NWLxtyhw9Vfq6CAyriFhZELcGIiZdSNiKDvftYsSlLkDrWa3IGVSnLNrS6L74UL9DznrtyKldJSslzK5RRfys+CDR5WMJmGQ0YG8OmnwJdfUqD/HXeQu8mIEZwBlmEYhmGq448/gBkzqEzH8uXVl5FoyKxdS4l1YmJoYdlX5U4aMjNmkGvt7beTi+iRI4BeT3G3zz1HmXT9vFjKPj6e3ITz8uh7v/NOKgPjqfukWk3PbIcPkwtx377eGxvTKGEFk6l/kpIovuG77yj99kMP0Wps1671PTKGYa4TDAYBjcYMjcaMsjIz1Gr6u7zcAq3Wum+BXk/7Op0FBoOAWm2GxQLo9RYYDJTVVK+3QK+vuLWazQLl5e4Th/n5SRAQQKv+SqUUCoUEcrkUSqUUgYFSyOVSBAVJERgoQ0AAHQ8K8oNSKYVKRceDgmiz/q1QNKzFOYtFQK22z/5qMgn4+dE4VSqp7W+mFmRmUuK7v/+m7KPvv29f1oJpHGRlAa+9RrW9g4LIsjp6dMOxsFYlPR2YOJHqiLqqT8pcV7CCydQfp05RWupffyV3h+eeo9TrnrhiMAzDVEKjMaO01IyyMhPKysy2Ta2ueFWrTZX+pvbl5aRIGgzV3wqlUiAoSAaVSgY/PwmCg2WQyyVQKmWQSIDgYFIMZTIJAmaJcKIAACAASURBVAMrHuiVSlIMPcVkEtBqSRlVqy2wWATKyswwGum4RmOGVmuBVmuBWu1eaVUoJDaFMzhYhqAgvyuvFUpqcLAMMpkEKpW9cuuKCiWRxgYAZWUVynh5ucXuO1erLSgvJ6XcExQKCUJC/BAVJUfr1kp07hyAbt0C0b27CoGB1bjdMYTFArzxBimXEybQ4q0v3UsZhmGqwAomU/ccPw7Mmwf8/jtlI3vhBWDmTLsMZgzDXF+Ul1tsFkSNpkIxrGxNLC01o7TUdGWjv0tKSKmsriSiSkWWvqAgUrKsCpajxY+sgNYtJERmsxb6+zdMK5BWa4FORwpcZYWZlDtLpe/SZFOsy8rIGqvT0b5OJ2zW19pgVUiDg/2gUkkRECBDYKDU9n3Tdy+FTEbKrqRSyENICCmMVquv2UxW4aIiE/Lzjbh0SYvkZB1MJgGpVILu3VUYNCgUQ4eGoksXH2U/vFb49lsqFdGjB8Xvucv+yTAM4yVYwWTqjlOngLfeonpKzZsDL78MPPaY5z7+PkKvtyA1VY+cHAPKykzQ6QR0OguMRovN+mB9gAoJ8bN7QA0JkUEqZXcu5tpHq7XAaKTbhVpNCl1ZmRkWi7BZAEnRscBkIguW9Zj1favyo9GQQlReXmFNrE5BBGD7vwsO9kNoqAyhoX4ICfFDSEjFcfrbr1Jb2vh/1DPKy82wlk0sK3NdP1Glslo868ad1WCwICFBi5Mn1di/vxRHj5bBYBBo3lyBW24JxcCBoejbNxgqVcNcBKhX4uKAu+6ie+62bUDLlvU9IoZhrgNYwWR8T0ICFfH99Vdyf335Zart5KPaQZ6QlqbHpk0F2LevBOfPa2Gx1P7fwKpoRkTIER7uh8hIOSIj5QgJIXe64GAZFAoplErPH8T8/aVQKOhhKSREdsUS4MehNNcpla16ajW5IVpdEnW6CpdJqxulySSuKHok16WlFa6U1vetmM3UvxUhhM310tpPbbHGAAYEyKBSWWMIrRZDKVQqeiX3TT8HC6K1rdX9lGEAsnbv31+C3btLsH9/CYqKTFAoJOjZMwgDB4bglltC0aFD/d1fGhzHjlFcXGAgZWlt27a+R8QwzDUOK5iM78jIIIvlqlVAeDglHJg5s14tlhkZenz88WXs3FkMuVyK/v2DcfPNwejUKQBNmyoQHu4HhUJiF+ejVtMDedUEIGVlZjtXvcJCEwoKjCgoMKGoyGiLTfIWMpkEUVFyNGumQJs2/mjTRol27ZTo1EmF5s1rUcSZqRdKS80oLDSiuNiEoiITCguNKCkxobjYjJISE0pKTDbXT+uruwUQqVSCoCCpLUmMTAabDCsUFe6dCoUESmXFKkXVfQBQKim2EKA+ZDIqWh0URP35+0vg719h1Q8IoJjEoCA6T6WSQamU2BZIGMaXWCxAQkI59u8vwYEDZThxQg2zWaBFC3+MGBGG22+PQLdu7EqL8+ep/IdKRUXqmzev7xExDHMNwwom432Kiigr7KefUh2k2bOB//yn3usWbdtWhPnzL8HfX4pHH22GCROibA/NvqK01GyzGGk0ZphroHNaXdS0WgtKS80oKjIiJ8eI7GwDUlN1uHxZb7NEBQXJ0KFDANq3V6J9+wC0batEmzZKNGumYKtnHWCxAIWFRuTkGJCbS6+FhSbk5xsqLTwYUVRksrmZVkahkCA01K/KJkNICL1aE7NYrXqBgVIEBFBcIWfdZJgKysrM2L+/FLt3FyMurgQajRmdOwdg2rSmGDMmwrZ4cl1y5gwwfDjQrBmwaxcQGVnfI2IY5hqFFUzGexiNVMNy3jygrIzcYF9/vUFkhd20qRDz5qVgwIBQzJ/fFqGhXqwfVU+YTAJpaTokJmqRlKRFcjIlw8jM1MP6X61QSNC+fQC6dlWhV68g9OwZiNatlfU78EaIEEB+vhEZGXpcvkxbRoYe2dkGm1JZ2e0UoJjBqCg5wsPliI4m9+mICMqMGRZWsR8eLufYMYbxAXq9Bbt3F2PNmjwcPapG06YKPPRQU9x9d5SD5f66IT6eLJk33ghs3w74+9f3iBiGuQZhBZPxDps2AS++SG44U6aQBbN9+3obTmqqDsePq5GUpEVWlgF79hSjQ4cAfP99V8hk1/YKtk5nQVqaDpcu6ZGWpkNSkhanT2uQk2MAAISE+KFjRyU6dAjATTcFYcCAUFsmx2sds1lAo7HYrMrWuEW1mspAlJdT9kprBsvsbD0yMw3IzDTYZdlUqaRo1cofzZop0KyZAk2bKhAdrUDz5go0aUIKJbuIMkzD4eRJDb7+Ogt795YgNNQPU6c2wT33RCM8vPEvNtaYv/4Cxo2jmtMrV9b3aBiGuQZhBZO5OhITgVmzgK1bgb59gY8+Am65pV6GkpysxebNhdi6tQiZmXoAuGI5kqOszIz33muHG2+8fmuB5eQYcOKEBufPa3DhAlk98/KMkMslGDIkDFOnRqNPn/p1YwYAWIyAtgjwUwL+tS9ds3t3MY4cKbMtMhQWGj1OWKNUShEVJUfz5go0b+6PFi0UaNHCHy1bKtCqlT8iI+W1HhfDMPXHxYtarF6djb/+KoJUKsGoUeGYNq0JbrjhOovT/OQT4N//BhYvplJhDMMwXoQVTKZ2lJcD770HLFxICXw++AB48EHUdcCfVmvBtm2FWLs2H2fOaKBUSjF0aCiGDw9Dnz7BrAi4ITlZh+3bi7BhQz6ysw244QYVHn20GW69NbzuYzezjwP7PgTO/QaYtECrgcD9fwIlqYAmD5DJgaBmQGQXFBZZkJNjQGCgFK1aKR3GajYL3HrrCfj7S9C5swotW/ojMpJiG5VKylRakRiH4hmtWU7Dw/0QEMDWR4a5lsnNNWDNmjz89ls+iopM6N8/GE8+2QK9egXV99DqjsceA775huIxBw2q79EwDHMNwQomU3P++IOslunplBV2/nwgNLROh5CUpMXatXnYvLkQGo0ZPXsG4u67ozFyZBhUquvD3dObmM0CO3YU49tvc3D2rAY9egTitdfaoHPnOkj1b9IB214CDn9GFktVNCmVAGA2ODRXm0OxMW0Mvr7wKPJ00WjVyh+LFnVwKEtgNIrrO6EHwzBuMRgs2LixED9+m4pB8u9Q2vY+PHWfEU20+4Gck0BBIlCWBeiKAekVd9rQ1kDTnkDrwcANE4HA+s8zUCu0WiA2FigpoVImERH1PSKGYa4RWMFkPCc7mxTLX38FBg4EPvsMuOmmOh3CyZNqLFuWhQMHShEcLMO4cZGYODGKa555kd27i7Fo0WXk5xvw4osxmDw52ncXK88Dvh8HZB4GZP5kpTSo6QGu/UigRT+czWmFNZslSDxXjNahOZjQ4wj6yDdAIpHgfPv/w9y1QzF8eBiee44LiDMMUwtKL0P8NBGSrHiYLH7wk5pggR/MYZ0gb9EdCGoOqKIAP39y3y9OIeUzPwGQSIG2w4H+zwJdxtN+Y+L8eaBfP2DUKGDduvoeDcMw1wisYDLuEYJqWf7nP1SVfcECyhBbhz6UOTkGfPTRZWzfXoTmzf3xyCNNMW5c5PWbCdDHlJdb8O67qdi6tRD33dcEs2fHeP/n1hYCXw8Hck/RvkQK9JgGxM4CWvZHYmI5Fi++jPj4MrRtq8T99zfBmDERZKFWZwF/PgUk/A7LsLchGfYGJGysZBimpuSdAb4dDZRlAkHNYeg4CZsvxOJ/f3REsUaBrl0DMXx4GIYPD0X79lUWMktSgbNrgONfA7mngcguwOiFQOc76+Wj1JoVK8hddvVq4OGH63s0DMNcA7CCyVRPaiowYwalMx8/Hvj8c6Bl3VmKLBbgl19y8fnnGfDzk+Dxx1tgypRorvtXR6xcmYWlSzMxalQ43n67nfe+d4sR+GYUkHUUUAQCFhMwdR3Qegh0Ogu++CITP/yQi6ZN5Xj66ZYYMybCUcEVAvhrNnBgCTD2E6D/c94ZG8Mw1we5p4DVt5H76+iFQL+nASnF7ZeVmbFtWyG2by/G0aNlMBoF2rVTYvz4KEycWKWGshBA8jZgx+vkjXHjA8D4ryhRWWPhrruAvXuBU6eAmJj6Hg3DMI0cVjAZ16xYAcyeDSgU5A577711evnMTAPmzk3B8eNqjBkTgdmzYxARcR2mlK9nfv+9AO+8k4qhQ0OxYEF77yiZW/4NHPoMuP8PYN9CQB4ITPsdJ0+qMW/eJWRkGPDgg03x+OPNq7dSCwH8Ph04+R3wrz2UGIhhGMYdhReAlbcA2gJyz3/yCFkgnaBWmxEXV4ItWwqxb18pVCoppk1rggceaOqoaB7+H7B1NtB+FM1vkkaSEyA7G+jeHRgyBFi/vr5HwzBMI4cVTMaR7Gxyl9m4Ebj7buCLL4CmTet0CFu2FGLBgjQoFFK8/nobDB1at0mEGHs2by7Em29ewqhR4XjnnXZX546a+Afw43hgxHxg6OtAcQpMBiOWrQnE11/noF07Jd58sy26dfOwbIBJByzrS1bQp0/QwyLDMIwrdMXAV7GAUQvcuwZYOw3oNgUYucDtqWlpenz9dRY2bSpESIgMzz8fgzvuqJIc5+yvwK9TgeHzgGFzffMZfMHy5cATTwC//04WTYZhmFrCCiZjz8aNwPTpgMEAfPxxncdjaLUWLFiQho0bCzB4cCjefLMtWy0bCL/9lo93303F9OnNMXNmi9p1YlADn3UFQtuQxVEiRVqaHv/9bzISEsoxbVpTPPNMSygUNdRgMw4CKwYBt70HDH65dmNrhJjNZnz66ad2x5566ikolc5d81JTU/Hbb7/Z9qOiovDggw/6dIzMtU9N5dAbJCYmYtOmTbb9li1bYsqUKZ6dvHYakPA7MGMf0LQXLU5JZKjJyllamg4ffpiO/ftL0b9/MF5+uTXatKn0eTc9Cxz9Cph5Cojo5HG/9YrFQnWss7KAc+cAH/5+DMNc44grWCwWUVJSIiwWi/AVpaWlwmQy+ax/tVotDAaDz/rXarVCq9X6rH+DwSDUarXP+jeZTKK0tNT5m1qtELNmCSGRCHHLLUKkpta4/6uVoUuXtGLKlDNi4MAj4ocfcoSzbhqzDBmNRnHw4EGRlJTkk/6F8L0MLVmSLvr2jRcHDpTUroOdbwrxtp8QuaeFEEJs314ohgw5JsaOPSHi40uvTobWPSjEBxFC6Kofm69lSKPR1Nk8pNVqBQC7LS8vz+W5mzdvtmvbvXt3hzb1Og95gWvhXqbRaIRer/dZ/96+lzmTw9Ra3EM8xWQyiZUrV9pdb/DgwZ6dfGmXEPMgxMFPXDapiQxt2VIgbr/9hBgw4Ij4/PMModdfOUdXQvPRbw87Pa/BylB8vBBSqRAfflhts2v6ecgL1MU8VFZWJoxGo8/6r4t5qLy83Gf9swy5x5cyZDMNJSQkIDMzEy1atMANN9zgdUU2PT0dSUlJCA0NRZ8+fbzef2FhIY4fPw6FQoFBgwZB6uWUl1qtFgcPHgQAxMbGIiDAu2UxLBYLDh48CIPBgN69eyPCB/WoTpw4geLiYnTq1AkxlYP4L1wA7rkHOHMGePNN4PXXAVnN40YSExORkZFRKxnavbsYc+deQnCwDF991QXdugU6tLl8+TISExMREhKCvn371nh87igqKsKxY8d8IkNFRUUYPHgwzp07B4lEgtdffx1vv/221/oH7GWoV69eiIyM9Gr/ADB4cC527jTj3XdTsH59T0il7lf8ExMTkZmZCZlFjwH7F8Nyw1Qoorrj4yWX8f33OejVS4GJEwtRVlaI775LR2FhIUaPHo2uXbva+ti/fz/0er1tv02bNmjXrp39hYa+Dpz6Abr9n+EAKmIxJRIJhg0bBuDqZOiff/6B0Wi07d94440O37EvZQgAdDodDhw4AIDmIYmXU+cKIXDo0CHo9XqfyZB1HurYsSNat27t9f6t81Dz5s3tZMhb1NU8JJfLMWjQIMhqMRdXR2UZ6t+/P1QqD13Ra8iRI0cQGBjoExk6efIkkpOTa3ROWVkZjhw5gh5n3kCgsjkOaboh5Ngx3OSk1Nbx48exa9cuREREoE2bNgCAPn36IDg42Nbm3LlzyMnJgb8/8MILEuzYEYxVq7Kxa1cx3nuvHdq3D0Zq0wloc/IbHFCNhzS0FWJjYwEAGRkZSEhIaJgy1KcPMHUq8P77lOAvPNyhia9lqPI81LNnT0RFRXm1f4BkqKioCB06dLD9xt4kKSkJly9fRrNmzdCtWzev92+VoeDgYPTr18/r/ft6HtLr9Thw4ACEEIiNjWUZckJjlyGbgimueMpaLBavX6Qu+xc+9Pj19TV8/R1Z+7Xrf/164NFHgeBgYNcuYPBg7/bvBiGA5cszsXx5Fvr1C8F777VDWJhzl1hrv776/iuP39vXWLZsGc6dOweAxv/uu+9i9uzZCAsL8+p1fP9/YMHtt+uwYoUMBw6UYdCgkGpbp6enIzY2FsXFxXiwJzBkEmCInYWdO4vx3Xc5mD69OYTYgDvvnGk7JywsDKNGjbLr55FHHkFSUpJt/7333sOrr75qf7HILkDHscDhpbj1pddg/QZkMhlMJhON/ipkaMKECSgoKLDt//HHH7jzTvtyBJX/h33xGwgh7H5jXyiYdfV/5ut5tLHO03Ux/rq4XwK+v5fVhOTkZNwxegQKXwY+iAPmvTISI0aMwI4dOxzaZmZmYvbs2XbHzp49a7dg8dFHH2H58uW2/dGjR+Orr9bi9dcv4dFHz+Odd9rhz/16fNDMjF/evAdLDgBr167FpEmTanWvrAlX/fu+8w6wdi2waBH9Xc11Guv/Mc9zDaP/urgG9199/76ah2wusmazWRQVFQmz2ewd26gTioqKfGrOLy0tFTqdzmf9azQaodFofNa/TqfzqbndaDSKoqIiMrcbjULMmUMusSNHCpGbe9X911SGNBqTePHFC6JPn3ixeHG6MJncuwE0Vhl67rnnHFzIzp496/XreEOG8vPzxc6dO8XOnTsd5N1oNIqCgiIxduxJ8cYbydX2YzabxdChQ22f95d7JUK7sK0QQoi5c1PE3XefEkII8fPPP9t9L126dHGQoYEDB9q1WbZsmfOLnl8vxDyIIW0q2spkMrsmtZWhyMhIuzH88ccfTtuVlpb61HWs8jzkCxfZOp2HfEBd3ct86QZdFzLkTdcxZ3KYkpLitf6rYjQaxYoVK2rkInvhwgXRryWEmAdxW3s656677nLaNisry+Hz5Fa5R7766qt2799///1CCCFKS01i5sxEERt7RMTFZYl9T/qLvdOpTXh4uEhLSxNCCFFcXNywZWjGDCHCwoRwMRd4W4aqwvOQexq8DLmhLmSopKSW4TwewDJUPTb/LalUirCwMK+7dFUmLCwMfn6+S9gSHBwMf3/fZZBUqVQ+cycCAH9/fzsXHG/j5+eHsLAwSEpLgXHjgIULgddeA7ZsAaKjr7r/mshQZqYBM2YkYN++Urz9dju88EIryGTurTGNVYZ69Ohhtx8UFIS2bdt6/TrekKHPP/8cI0aMwIgRI5CWlmb3np+fHyIiwjByZBji4kpgMrleWVuwYAH27Nlj2x/eJQTKTrcBANLT9ejQgdzMq7rQNWnSxEGGqrZx6XbX6Q6Y5KG4t7vrz1cXMuTL5CbXzDzkZeurlbq6l8nlcp/1XxcyFBjoGIbgTYKCgnzWt5+fX43/B4KCgtDsypDSSyqOOSMqKspOPiUSCcKruIq6mpOCg2VYvLgD2rVTYvHiAoTffA/6tgAUMnI7fOCBByCEQGhoaMOWoTlzgNJSyiLvBF/LEM9D7mnwMuSGupChkJDqvayuBpah6vHdqJmGycWLwMCBwD//kAvMO+/UKt7yajh1SoNHHz2HoiITli3r7Jji/RrkX//6F6ZOnQqZTIbIyEh8/fXXXo/j9RZ//vmn2zZDh4ahtNSMY8fUTt/PysrCu+++a9sPDQ1FlEIHhFGcQlGRERERNKlVjY1wpjxWPeYynkIqR1H0IIxrJEkbGYapG4KDgyG/8sRjtFQcc4afnx9CQytKY4WGhjosSlU3J/n7SzFnTmukpupQEjwRSj+gVzN6b+/evfjpp5+u8tPUAV26ABMmAP/7H2A21/doGIZpZLCCeT0RFwcMGACUlQF79gATJ9b5EPbsKcHTTyciKkqOb765AT16+HYVvaEgl8vx008/QaPRIC8vD5MnT67vITklNzcXhw8fdtuud+8gBAfLsHdvsdP3582bh/Lyctv+nDlzIBEWQEoPaQUFJlv5Ga8qmABKI25Gu3Cghe8WvxmGaWSoVCrkltMjT8wVo0Z1VtbKc0xt5qSbbw7CjTcG4uft1K5jpXXUN954wy5hWIPlqaeAtDTgr7/qeyQMwzQyWMG8XvjjD2D0aKBNG+DgQeDmm+t8CFu2FGLOnIvo2TMQy5d3QZMmijofQ33j7+/vM3cKb7Bp0yaPAsr9/CQYNCgUe/aUOLyXlJSElStX2vYDAwMxc+ZMIKQVUJQCg8GC8nKzTcH0xP3VYxdZAJqQLgCA3s3cfgyGYa4jkspUMJqBW64kL65Owaw8x9R2Tho/PgpxJwIBqR+G9mprO37x4kV89dVXNRx9PTByJNC2LdAYxsowTIOCFczrgdWrgUmTgEGDgJ07gRYt6nwIO3ZQGZLBg0OxZEknBAbWrVsu4xmeuMdaGTw4FJcv65GWprc7vnjxYlvWVgCYPn06xS+1Hgwkb0NujgEAEBVFCwxKpdIuDsOZddITK6cVXVBbWATQxftZyRmGacTIlCHYkQLcdyUkvroYv8pzjidzkrM2I0aEARIZLEKCobfYZ2hfuHChz7P4XjVSKWWZ37gRKHFcTGQYhnGF7zJdMA2DJUuA2bOByZOB774DfJgEyRUnT6rx+uvJiI0NxgcftIdcXnMLnsVisUsY061bNzRp0sShncFgwKVLl1BYWAh/f380a9YMTZs2rVWQdNVrdu/eHdFOkiFZLBakpaUhMzMTBgMpTy1btkSnThWBgIWFhTh58qRtPzAwsNq6Q1XbDxkyxGkdKqPRiIsXL9o+b3h4ONq0aVPjmlVarRYrVqzA5s2b7Y4fOnQI2dnZTs9p06YDJBLg8OFStG4dbevnxx9/tGv3+OOP0x/d7gFOfgdtwm4AUWjSpCKwPDIyEhqNxvZ3VSofcxYPVRmLRI6sMqBNqMsm9Y7RaERycjIKCwshlUoRGRmJ9u3b+zSY3xdotVqkpKSgpKQEUqkUERERaNeunU+TKNWGU6dO2ZWYad26Ndq3b+/RuXq9Hvv377c71rFjR7Rq1cqj86v+L1trpNaUjIwM5OTkQKvVIigoCC1btrzq2m5Hjx5FaWkpAMc5qzLZ2dm4fPky1GqKuXY3f10NRqMRWVlZyM7OhkQiQWRkJNq1a+fg+VEbT5CgoCCsOg78dA8wvK3vLZhhYX7o1Q2QWEzo0rMfIiI2o7CwEACVTdm9ezeGDx9e489Rp0yZAsybR15QDz5Y36NhGKax4JPctEzDYMECIQAhHntMCJOpXoZQUGAQt99+QkybdlaUl9c+1XLVNPhLliyxvWexWMT69evF6NGjRUBAgEN6+SZNmogZM2aII0eOXNU1q5bGKC4uFq+88opo0aKFwzXffPNNu7aelIeorn1iYqLtPZPJJL7//nsxcuRIoVQqHa4dGBgoRo4cKX766SdhcvO7FxYWivnz54vo6GiHftxtS5cuFVOnnhH/+c8FW3/ffPONXZsePXpUXMxsEGJRS5Hzv/GiT594kZmpt7118803285Zv369wzh37txpe79Dhw7Vfqb9+/eLc89CfDXeeZmS2uJpmRJXGAwGsXLlSjF8+HDh7+/v8H0GBASIsWPHip9//tnjtOS+KFPijrS0NPHGG2+IG2+8UUilUofr+/v7i2HDhomlS5eK8vLyGvfvC+bMmWM3xjvvvNPjc9evX+/wGR999FGPz1+8eLHducOGDfPoPLPZLNauXSsmT54swsLCnP4PxsTEiJkzZ4qjR496PJ7KxMbGOpTZsGIymcTSpUtFr169HK5b9TPUVA6dsWHDBjFp0iQRGBjo0Fd4eLiYNm2aOHDggK39unXralSmRAiaZ/ykEInPQfwzA+Lbb75x2Xb27Nm2vp9//nmH981ms538p6enO+3n+wXrhJgHIZL/Fk8//bTdmB988EEPvpkGQLduQkyYUN+jYBimEdG4lssZz5k/H3jlFWDmTGDZsjrPFAsAQgDz5l2CXm/BwoXtERDgPXG7cOECAEpKM2bMGNx9993466+/oNVqHdrm5uZixYoV6NevH5588knodLpaXTMnJ8f29549e9C5c2csWLAAmZmZDm29XYIkISEBAHDmzBn07dsXDzzwAP7++2+nn0Wj0eDvv//GfffdhwEDBiAlJcVlvx9//DHeeOMN5OXl1Wpct9wSigMHSlFeTmkZv/nmG7v377vvvoodqRyInYXo/I1oF5yC0NAKK1dNrAXVucdaCVMCpXq3zeqMvXv3omvXrpg+fTp27doFvd5xcFqtFps3b8bUqVPRt29fnDlzph5G6hqdTocXX3wRHTt2xPz583Hq1CmnBZr1ej12796Np59+Gu3bt8fPP/9cD6O1Z+TIkXb7e/fu9bi49O+//+5wzNNYZQDYtWuX3f6oUaPcnrN//37ceOONmDx5MtauXYviYufJtNLT0/H555/j5ptvxr333lvr/2PAfn7LyMjAgAED8PTTT+PEiRMObb05v6WlpWHkyJGYMGEC1q1bZ/NkqExRURF+/PFHDBgwAE888QT0ej0iImqefTwoKAgmC/DK38CgGKC74YDLtu7mHGsJgeraAMCAkK0oN6lQHByLB6tYANeuXev0ntXgmDgR2LYNqOW9k2GY6w9WMK9F3n8fmDsXeP55SjFeT0ll/vyzAPv2leLll1ujRQvvuuZeuHABeXl5GD58OP7yMMOdxWLBsmXLMGbMGJtbWE2wPoBt3boVo0aNQm5ursu23lYwY2NeygAAIABJREFUz58/j8OHD2Pw4ME4fvy4x+fFx8dj+PDhyM/Pd/q+VCqFTCazbVWp/F7VTSqVYsyYCGi1FuzYUQSdToe4uDi788eOHWvfYb+Z0EvDMPOGpXYLDjXJ2OjOLTCgPA3NgoDjzj1765xVq1ZhxIgRuHjxosfnHDt2DAMHDrRz0a5P8vLyMGjQICxevNjmBu4J2dnZuO+++zBr1qx6jTcbMmSIXX3bkpISHDt2zO15Qghs3LjR4bin2ZarutkDjspuVb788ksMGTIEZ8+eddt/ZX799Vf06tULp06dqtF5VqzzW3p6OgYMGID4+HiXbb01vyUlJWHIkCHYvn27x+csX74cY8eOtVPuPMUac7nuHG09M1cCuaedtnU3J1U+rlKpnJed0hWjTdFP2JIxBmmZQGxsrF1dPq1Wi3/++afGn6POGTMGKC+n7PMMwzAe0LACZZir5/PPgddeA557Dvjoo3obRmmpCR9/fBmDB4dizBjv17k8ffo0pkyZgnPnzgGguKYJEyagf//+aNmyJZRKJTIyMrB161Zs2bLFLunM7t27MX36dKxZs6ZG18zOzkZiYiLuvfdeu4fstm3bon///oiKikJJSQkSExM9ju/ylL///huffPIJSq4kWggPD8fYsWMxaNAgREdHQ6lUIjs7G3Fxcfjll1/sLGRpaWmYNWsWfvjhB4d+586di7lz59r2g4KC7CwIp0+fxg033FDt2Lp3D8S6dfkIDDxpZ1GNiorCTTfdZN9YEYT44P9gRLNXgaQ/gc53AnCvQHrysGelxcWvoTYAvydU26xO2LBhAx577DE7a1lERAQeeeQRDBs2DM2aNYNarUZaWhrWrFmDLVu22NqWlZVh4sSJOHLkiNcXLGpCeXk5Ro0a5WDJioyMxPjx4xEbG4umTZvaYpF3796NjRs32pVh+PTTTyGXy7Fo0aK6Hj4AICAgAAMHDrSzJu7evRt9+vSp9ryDBw/aWfYqs3HjRvTv37/a848dO2ZnfQwLC0Pfvn1dtv/uu+/w1FNPORwfOHAg7rjjDrRt2xZhYWEoLi7GyZMnsXbtWiQnJ9vaZWVlYcSIEYiPj6+xzGRnZ0Ov1+Ouu+7C5cuX7cY8dOhQtGzZEuXl5UhNTUWPHj1q1LczNBoNxowZg7S0NLvjTZs2xYMPPmibU4uLi5GamootW7bg77//hsViwc6dOzFr1qwaX7NyzOVjvwN39ImC7IdxwPQ4ICTGrq0ni1pRUVFISkpyPSftfANSsxbfXHwYT2Ua0LNnEIYMGWK3aLFr1y63iw71zoABQFgYsHUrZaNnGIZxRz276DLe5NtvhZBKhXjkESEslnodyqJFaWLgwCPi8mWdV/pzFuNj3W6//XaRm5vr8txjx46Jzp07O5z3ww8/1OiasbGxYsiQIbb9bt26ia1btwqLB9/11cZgVt6eeuopUVxc7PLclJQU0a1bN7tzZDKZSE1NdTvOqvFP586dc3vOunV5ok+feDF79gK7cydOnOi0/dLP08WpF3oL8WFTIUozhBBCGI1GodVqhVardXkdnU4ntFqtMBqNrgfzz/8JMQ/ihYH2n90b1DQGMysrS4SHh9udM2nSJFFSUuLynN27dztc54477nDZvi5iMJ944gmnMlhaWurynKSkJNG7d2+H8zZs2OD2er7inXfesRvLXXfd5facV1991da+SZMmdvGIffr0cXv+woULPfqfEEKICxcuOMSQx8TEiO3bt7s8x2QyiUWLFgmJRGJ3Xt++fT2K460cgymRSMSLL75o24+IiBBLly4VOp37Obw2MZgzZ850OGfy5MnVzm3x8fGiS5cuTudFT2IwZ8yYYXdO4v4/aR76pKMQRSl2bc1ms21OcvVdGgwGodVqhV6vd3zz/AYh5kmEZcdcERt7RHz9dZYQwlEmBg0a5HbcDYIJE4To16++R8EwTCOBFcxrhb/+EkIuF2LSpHpL6GMlJ0cvBg48IpYscZ70oDa4UjBHjRolDAaD2/NTUlIcEtl069atVte0PvRrNBqPx+8tBfOJJ57w6HqJiYlCoVDYnbt06VK359VGwSwtNYmBA4+IoUM/sDt3/vz5Ttt/9VWmmHTrn0L8X5QQX/QWQlvo0WeqFm2hEOsfFWIeRPZXdwtJFeXaG9RUwayqmI0ePdpt0iUhhNi+fbvD737o0CGnbX2tYJ44ccIhkc9zzz3n9jMIQQmk+vTpY3du27ZtPVJYfMH+/fvtxhIWFuZWCevevbut/bhx48SsWbPsFLKsrKxqzx83bpzdNT/77DOXbSdPnmzXNjIyUiQkJHj02VavXu0gB1988YXb8yormJW3Dh06iAsXLrg930pN5TAjI0PIZDK79kOGDPF4Lq/6v+ipgvn888/bnZOamipE7hkhFrWgLbNmieBccmm3EO8GCrH6NiHMRjF27Enx4YdpQggh9u3bZzcGf39/j5N61SsLFtAzRgNJ3MUwTMOGYzCvBU6cAO65h9xYvv++XhL6VObHH3MhkUjw0EO+rXQvk8mwZMkSyOVyt23btm2Lt956y+7Y2bNnHWIGPaFnz55Yu3YtVCpVjc+9GiIjI/Hhhx961LZTp06YOHGi3bGDBw/6YlgIDpahb98QlJa2szveu3dvp+0jIuRILWmG8vG/AYUXgBWDgbxaJrRRZwF75gOfdAJO/wTcvhgp3V6CqNTEbDZDIpFc9Va5zIU7CgoK8PXXX9v2FQoFvvzyS4/Kx9x6662466677I6tXLnS42t7k48++sjOvbdNmzYey2B4eDhWrlxpV3rl0qVL+OWXX7w+Tk/o168fQkMratcUFxc7TWBjJSUlxS7RUmxsLAYPrqhlKITApk2bXJ5vNpuxd+9eu2OuEvxcunQJv/32m92xd955B507d3bZf2UefvhhTJo0ye5YbessBgUFYdOmTejQoUONz/WUVatWwWw22/alUim++OILj+fyl156qVbXrVqWJCgoCIjuBkz/B1CGAStvAY6tqFXfNs6vB74fCzTpDkxdC0j9EBYmQ2kphWl06dLFrrler0d6evrVXbMuGDgQMBqBI0fqeyQMwzQCWMFs7Fy+DIwbB7RoAaxfDyiV9Tocg8GCDRsKcMcdEYiI8G2I79ixY9GtWzeP2z/22GMOsTLOMkS6Y+XKlVDWw/f80EMP2SWIcMett95qt1811smbDBgQCJmsHfz8KhJvuIrdbNWKkq2kmG4CHt0FGMuBL24C/nwKyPYggVFBIhC/FPh2NLA4Btj9NtBxDDDzDDDghXpLalWZn3/+2S5Od/z48TWKiZs8ebLdvqeJrLyJwWDAr7/+ands9uzZdsly3NGzZ09MmTLF7tjq1au9Mr6aIpPJMGzYMLtjVTO8Vqbq3DBo0CAMHTrU7pizBEBWKteYBKj2pqs6kz/88IOdIh8dHY3HHnvMZd/OePfdd+32L1y4UKsEMm+99ZbHim1tWbdund3+uHHjajSXP/744zWu9Qu4UDABIKwtMGM/0OkO4PfHgB/GAUXJjh1Uh8UI7Hgd+GUyEDMIePhvwJ8WNFQqGbRa+n0jIiIcYjqTkpJq/FnqnN69aW6tVNOVYRjGFaxgNma0WkofbjAAmzYBtUjb7m3i4kpQWmrCxIlXVwDcE2677bYatZfL5ZgwYYLdsSM1XI0dNWqU28QgvqKqVcsdVRUaV6UOvEGTJiUAJAgM7G475qoQfefOAZBIgLNny4HmfYCnTwCDXgRO/wh8eROwqAU94G2cCfz9CrBtDrDhX8C3o4CFzYD/daH3tIXAyPeB51OBSd8B4d5NrHQ1bNu2zW7fIZuuG3r27Gm3n5ycbCtyX1ccPHjQoWTEPffcU+N+7r77brv9uLg4lJeXX9XYakvVZCqeKphyuRwDBw5Es2bN7BShbdu2ucyqu3PnTrv96sqTVM2iOnHiRPj51WyB7oYbbnCwjm3durVGfYSFheHJJ5+s0Tk1Ra/XO2S6rWp9dUd4eDgGDhxY42tXVjDlcjkUCkXFm/4hwL1rgLu/BjIOAZ93B/76D6D2IB116h5geX9g73vAwBeBBzbj/9k77/goyvSBf3c32U3vhXQSeu9dqgiKICq2Aw+9E7tynvU8y9k59fRs2E78neXUO0/0VASkSBchgIQQWkgjPSFtk92U3Z3fH0OWbOpuspPdhPf7+ewnmdmZ932y++SdeeZpaP2tb2u1KurqznuTm39PPcLADAiA2FhwsLqxQCC4MBFVZHsqkgQrVsjhsZs3Q2Jix+d0Azt3VtKnj5ahQ30Vn6v5Tbg9TJ482Sbc8ODBgw6d76iR50xGjRrl0PGNJfkbUfKmXqstQ5LUeHsPoLJyN2FhYW16eQMDPYiL8yI1tYZrrw2Xn/JfvApmPA6n1kPWT3LrgIzNUFsOGp188xcQA8Ovh9jJ0HcW+EXZLV9zz1Vn2L17t0014vbYt2+fzbbBYGjXmGlOa/0Mc3NzO6zo60yat8NJSEggOjra4XHmzJmDSqWyhmvW1dWRmpraYQVWJWj+UKqxH2bTMF6Q25g0DW+dPHmyNSR+3rx51hYier2eHTt2tFoFtLmB2V6l0OafdWeMJ5D/vsaeueD4A7Q5c+bg66vs2p2ammpTYRiwCT22lzFjxjic4tB0TWy+PloZdRMMXCSH3u9fDfvegiFXw5Cr5AdifpFgMckezjN7IOVTyN0LoQPhpi3Qd3aHcvTpY5s+0lYbKbdjyBA4V7ldIBAI2kMYmD2Vv/8dPvsM3n0XmoVtuZLkZD2TJtkfxtkV2vKQtUfzMKyKigrq6+ttn2S3w6RJkxye0xkEBwd32J6jOapmoaKdyceyl9raamprK/Hykr2IHfWoGz7clyNHmnnkPH1h6DXyy4loNBqHjLu2CAsLsysP02AwkJ+fb7Pv3nvv7fL83e3BTE9Pt9l2JISxKREREQQHB1NWVmYztisMzKFDhxIdHW39fsrLy0lJSWmRL/zDDz/YGEELFiyw/j5//nxee+016/a6detaGI8mk8kmPFWlUrUZcVFeXm7z2TTK2RmaP4Bo/h12RHesb3l5eTbbOp2uU22d2go3bo+mHszm4bI2eIfA/L/DtIdh/9vw60dyhEULVPIDr8X/ByOXgbr1HFKj0UJExPnbreZzd/f/dqeJj4ft210thUAg6AGIENmeyIED8OijcMstoHA4kyOcPdtAQUE9I0cq770EHMpHbKQ1I62xt6Q9REREODynM+jM39qdVFdXU1+fh04nP5lvtel4E0aP9iMnp46ysoZ2j7NSdQbeHQWVyuWROovi4mJFxrXXe+osmhs9jj7gaEpIs/B9RwomOZvmucmtPXz47rvvbLYXLlxo/X3WrFk2+t1aHmZycjJ6vd66PWrUKMLDw1uVp/nnDJ3/rLv6OXfH+tZ8vQ0NDe1UPmVwcLDD59htYFoPioLZz8ph+HenySG0C9+DKz6AGzfAb74B33AYcFmbxiVAfn49kZHn32/uPe0xBmZMDDR7eCYQCAStIQzMnkZ1NSxdKofEvv66q6WxIS1NDsHsjvBYwOEcJWg9LKppIY6OsOumRAGUDlvrKgaDgYaGUjw85NzbjoogjRsnf4779+vbPc5K3n4oSoF6978Ra5632FMxGo02213R/eaGj6tyMKHjPEyTycT69eut20lJSQwfPty67eXlZWOknjp1qkUOXfMx28u/bP45Q+c/665+zt2xvjU1vLsyZ2fOsytEtjVUKggbAkOWwLjbYMwt0G++HHVx4ltIbzvXtaCgnrNnGxg8+HzV8eay95g1IyoKampAb+e6LRAILlhEiGxP44EHIDsbfv4Z3MzoyMgw4uGhom/f7qmwWlNT06IaX0e09qS4M4Zqd9M83NXd8PT0pKHhLJ6esueltra23eMTEryIitKye3cl8+fbUZwqZiKoNHDyO7mtgBvT2nd1+PDhTuUvNqWjsGNn0/yhRldugpsbOt3d4qcpreVhSpJk/d527NhhUxDriiuuaDHGwoULbTyX69at47777rNuO5J/2drDo85+1u70ObdF8/W2afVcR+hqFVmnGNPh54qaqdp+Vr93r/wAc+zY8wZt8/XR3hQNl9NolNfUnP9dIBAIWsFmVezsQm8v3TG+knlmkiQpPn67n9FPP8E//gFPPAFjxnRqDiW/gzNn6oiO1uLp2T3GkCOhrY2Ul5e32Nf0Bk9pHVKaDnXICbQ2vr+/Pw0NpWg0vqjVXi28FK0xe3Yw27dXUldnO16r8gfEwuAr4Zc3wNTS4+MISn8+rRkMFouFsLCwLr0ab8y7ax1q7g1rLZTTXpqfq7Sx3N53HBsba1PFs6ysjJQmrRe+//57m+ObV56GllWBmxqbJpOJPXv2WLd1Oh3Tp09vU57mnzPIRV868x03/5zbCiNVWoeg7e+gebh/Z8NDO3OeIwamXeuE7pyR1U5kxY8/ljFkiA99+pw3Ipuvjw55U+1EkWtZ4wMLg8GlOiTG777xe/I9NfSO76Cnjm81MLOysti2bRuZmZmKTFRcXMz27dtJTU1VZHy9Xs/OnTvZv3+/IgpbX1/P7t272b17d5tl6buCJEns37+fnTt3th6yaTDArbfCqFHQySbTR48eZfv27RQVFXVR2tbJyanCw6NGMR1qTmdueHNzc222dTqdNd9JaR1qihLjS5JEcnJy2zrkBNrSIT8/P0wmeU4Pj0C7DMyFC0OpqTGzceP577HddWjG46AvgOR3Oy1/4zrUvE2Cs9Dr9Zw6dapFVdKMDAd76rVBQ0MDe/bsUXQdatShwMBAm/cKCgo6NabJZGqRC5ifn6/YOtSoQ+195s29mNubFC7ZsGGD9feQkBAuuugim2NLSkrIyMiwKTKzc+dOq9dx//79NsbPtGnT2s1JDgwMbNFbdMuWLezbt8/hdaKw0LalRmsRHk11SMl17ueff251HWr+cKGkpMRhXU5LSyM5Odlhmew1MLOzszvUIVta/xxPnjSSnKzniitsv4fmVaKdHZpcXV3Nzp07O6VD7XJOT03V1VYdqqurc97452i8H9qxY0enHiTbQ1paGtu3b2/xP+MsHNchxygpKWH79u02D8ecSVMdUsIIaVyHdu3apYgOgZwL3xt06PTp04qMX1paqqgOWe+CGm8I7bkx7AzV1dVIkqRYMrvBYMBsNmMwGBT5Z6ivr7e+lPhnsFgsNn9DC154QQ6NXbMGPNsuJtAeer1e0e+goqIBPz9JMR1qTvPS/vbw888/22z37dvXGhrX9PM3m81OkbEtlLixs1gs1NTUtK1DTqAtHQoKCsJslhdxjSaAysrKDovSDBzozdixfnz6aRGN/7LtrkN9RsvtAna92OlczJqaGsXXIbVa3SIctqlHqys0rj9KrkONOtS8kmlKSkqnQjeTk5NbyDpgwADFvoPGcdsbv3nI6o4dOwDZiD7WpA3DggULWoR0Nl7LJk+ebN1XV1dnDYttHKutuVpj/PjxNttHjhzBaDQ6vA41rVwLtNqzt6kOKfn0ulGXmjNw4ECbbbPZzPHjxx0aW6/Xc+bMGYdlCg0N5ciRIxw5coSXXnqp3fGb/mwTy7k1TtN6iOtbb+USGurJokW2RZuaG5jO9ug3XsM6o0Ptcq6ycoMkKboOSZJETU2N9b5ICZS+H2ocV6n7oe64ljXqkFL31HV1dTQ0NCh6LVNSh5S2a+y5lnV1fCXlt145Bw0aRHBwsGJV5BISEtDpdIqFRkVERGCxWPDx8elUbkZH+Pn5WfsuKhHOotFoGDNmDAaDgcjISNs3c3PltiS33w5jx3Z6jhEjRlBRUdGiB5ezkCQtERFeDBrUT5Hxm7N//36Hz2lefKNpWf5GHfL29sbDw0PRqp3NPVzOoLkOZWVlOTxGR7mebelQUlISZnP1OTl8MRpNZGZmdthK4He/i+Lee0+xfv1ZLr881LoOtVVxkznPwjsjYc/fYNZTdv9djcTHx6PVahVdhyRJYvbs2XzyySfW/V9//TUvvfRSl793X19fRo4ciSRJ+Pv7d5jr6ihNdSggIACtVmv1LjW23pg3b55DYzY3uAYMGMCkSZMUW4cGDhxIUFBQ2zoEzJ49G41GY735/uWXXwBbTya0Hh7bqEPLly+3+Y63bNnCwoULWxh57RX4aWTWrFk25506dYrRo0c7lB/ePDQXaOF9BVsdUuJa2cjAgQNb/Y6TkpIICQmxiUDZvHmzQ32NR4wY0SIaxR7UarVNwaa2sEeHAGg4d+Pq2TLXdePGMvbsqeKpp/ri5WX7f5+TY1sNuzNtWtojPDycoUOH4uXl5dwaA+cMTO/AQEbGxCBJkiIVztVqNWPHjqWmpkaxdWLEiBGUl5crNv6AAQMIDAzsWIc6SVxcHJ6eni0iTZyFYjp0jqbrkFI6NGbMGEV1aPjw4ZSXl7e8Z3cSSutQfHy8ojpkXfW0Wi2xsbGKJZtrNBpiYmIUq4apUqmIiopS7IMCrLlQShEYGEhUVFTLm/xHHgGtFv7yly6N7+vrS0xMjGI3FfX1EBzs1yLcSyk2btzo0JOvPXv2cPDgQZt9TUPlGnWou4upOJM2dchOmv//N/dAtKVDfn5+hIbKYV5qtRwOePLkyQ7nmzIlgIkTA1i9Og+DwWJdh9rUobAhMOb3soGpd7xcfnesQ3369OGaa2x7eWZkZPDNN984ZY6wsDDFLjhwXod8fX1bGEcfffSRQ2NJksTHH39ss2/RokWKrkMd6hCyx2hsk4d1ubm55Ofnt8idnD9/fotzG3Vo9uzZNvmTjR7MplESISEhNvO0xZVXXmmzfeDAAYdDiNeuXWvjLdHpdG16T5XWIYDIyMg216GpU6fabH/+eWs9Jtumurqaffv2dVq2jrBHh4A2DcyionpefPEMU6YEcPnltt7L6urqFr1Am3t1u0rjOuT0a1njAy2dTnEdCggI6NK1rCN8fHxcvg51hcZ1SKnKz4rpUBN6iw4pVShSaR1Sq9WK6pBoU+LupKTA55/DY4+BwjcEXcVslvDw6L5qp2fPnmX16tV2HStJEk899ZTNPm9vb6666ioFJOu5NC84cvToUbvPTUiIAs4bmCdOnLDrvPvvj+XsWRP//KedOX6znpLbBvz0pN2ydTeXX345ffv2tdl39913twiNc3ceeughm+0vvvjC6u2zhw8++MBGhzQaDffee6/T5OsKzY2v5ORkm79t9uzZ7UaraDQaGwM0JSWFAwcOUFpaat03Z84cu7zW48ePZ9asWdZtSZJ44IEH7PkzADmc7bHHHrPZt2zZMsWNyM5y00032WwnJyc79ABm1apVnQr9PH78OH/84x9Zvnw5H3zwQdfDR2vP5Xbpzntg6usl/vSnDDQaeOKJvjS/t23+4E2tVjvdg6kYjbnUXeiJKxAILgyEgenuPPssRETAXXe5WpIOMZkkNJrubafx2GOPtQhra40HH3yQTZs22ey7/fbbFQl37skMHjzYZnvNmjV254sOGyaHw6rVcpsaew2R/v29ueaacD79tJj8fDs80n5RMPUh+PWfcm9MN0Sj0fD888/b7CssLGTWrFlkZ2fbPU5NTQ0ffvihYkWbOmLmzJk2PR8tFgtLliyxyzu9ZcsWVq5cabNv2bJlLQzv5jSGYDd9NTd0nUHzQj/79++3yetuLTy2OZdffrn1d0mSWnh47cm/bOSpp56yedK+bt06HnnkkQ7//2pra7nhhhtIT0+37tNqtYp8Zs5i8eLFREVF2exbsWJFi36irbF27Vreeusth+c8cuQIo0eP5rXXXuOTTz7h1ltvbWHoOkydrYEpSfD889mkpRl4/vlEIiJa1kvYu3evzfbgwYO7Leqny5SWQmCgHFElEAgE7SAMTHfm6FFYuxYeeuh8eXA3xtNTRUND97b4qK2tZd68eTz++OMtwo5Arii5fPlyXn31VZv9ERERLZ74C1ovfnL33Xe3CJWVJKlFZdC5c6cB4OEhh1v89NNPdhunt98ehbe3mr/9zc68qqkPgn8UbLzfvuNdwNKlS7n66qtt9qWlpTF06FAeffTRVivZSpJEeno6n3/+OUuXLiU6OppbbrlFsSIF9vDRRx/ZeLbz8vKYOHEif/vb31qt5Jydnc0DDzzApZdeapMjmpCQwOuvv97hfCdOnKCoqMjmFaqAx2TatGl4eZ3v2btmzRprvqlKpWLRokUdjnHZZZfZhNh99tlnNu/bk3/ZyMyZM3nwwQdt9r300kvMmzevRV4nyDmX3377LePHj+e7776zee/FF19s8bDInfD09OTtt9+22Xf27FkmTpzIe++912rRiePHj3PnnXdy/fXXYzKZ2q3M2xqffvppi5SKzz//vGsPb6rPhTH7yrUr3nwzl3XrzvLgg3FMnNh6XtnWrVtttmfPnt35+bub4mJQME1IIBD0IiSB+3LzzZIUFiZJ1dWulsQuli5Nk/785wxFxjYajRJyLXgJkAYMGCA98sgjNvtUKpWUlJQkzZgxQ5ozZ440aNAgm/cbXx4eHtKGDRscnhOQSkpKOiX/+vXrbcYZNmyYU49vjZ9//tlmjEGDBnV4Tnl5uRQcHNzi7w4MDJTmzZsnLViwQBo3bpwUGBgo3X777S3OHT36Jykm5i7reYcPH7Zb3m++KZHGjUuWvv++1L4TDn8iSU8hSSe+a/fv1mg0dsvQHqGhoTbjfvfddx2eU1NTI1100UWt6iEg+fv7S/3795eGDh0qxcXFSd7e3q0eV1BQ0Or4jupoZ/Vq06ZNkq+vb4u5NBqNNHToUGnOnDnSzJkzpaSkpFblDw0Nlfbv32/XXB988EGL8w8dOmTXuY5y8cUXtyrv+PHj7R5j2rRprY6RmJjosDz19fXSwoULWx0vJCREmjJlijR37lxpwoQJrX4fgHTzzTdLFovFrvkmTZpkc+6XX37psMyS1Pm18o477mj1b/Dy8pJGjRolzZkzR5owYYLUp08fm/d9fHyk7duixQ11AAAgAElEQVS32+ybNm1au3P9/ve/b3WujIwuXLN+eUNegxqM0uuv50rjxiVL776b1+bhFotFCgsLs5n/q6++6vz83c2ll0rSnDmulkIgEPQAlMlMFXSd4mL44gt48EFQqCCJs4mK0pKXp0w/o+aUlpayatUqJEmylpuXJImMjIx2+075+vry8ccft1q8QyAXP/nwww9ZsmSJTWnyyspKfvzxxw7P9fAoR6eLs+7buHGj3dUhr7gijB07Klm1KofERG+GDu3Aaz9iKfzyOmx6GPpfCmr3W858fHzYtGkTd999Nx9++GGL9/V6fbe19ekKc+fOZfv27SxevNgmUsBsNpOWlkZaWlqb5w4YMIDvv//e7kImzXsl9+3bl9GjR3dO8A6YO3cuW7ZsabHfnvDYRi6//PJWPYyOeC8b8fT05JtvvmHlypUtPHxlZWUt2iw1Ra1W89hjj/HMM884PK+rePvtt9HpdC0827W1tRw+fLjVc4KCgvj222+ZPn06kZGRdhdDio+Pb7FPo9EQGxvruOCNVOWCTxh//Vsx//1vCbfcEsXtt0e3efjBgwdtcnQ1Go1N7q3bk5kJrVQmFggEguaIEFl35d13wWyGO+5wtSR2M2SIDydPGqivV663WiMVFRVIksSLL77Ihg0b7Co9v2jRIg4cONAibFFgy5VXXsn//ve/Fr0cm9NaZbaEBB+8vBKs259++qnd86pU8PTTfYmO1vGHP5zi1CljByeo4ZKXofQYHFpj9zzdjZeXF2vWrGH79u1ceumldle08/T0ZP78+Xz55ZeKtY9yhHHjxnHixAmefvppu6p19+nTh7///e+kpqY6VCXzwIEDNtvXXnutw7LaS/M8zEYcNTBbw5H8y6ZoNBpWr17Nnj17mDFjRofHq9VqFi1axK+//tqjjEuQ15DXXnuN9evXM2TIkHaPVavVLFmyhCNHjjB9+nRAbq9mLzfeeGOLsNoVK1bg2cm+0gDmshxy9ZF89VUJK1fGcued7a+ZzdfDSy+9tEVhNbfFZJJ7cXeQQy0QCATQpA+mwM34+GO44gqIiXG1JHYzapQf9fUSR48aGDNGmbLHjUjnmsMGBAQwf/585s+fz65du9iyZQvHjx+nrKwMjUZDZGQkY8aMYdGiRSQmJjo0h1qtZubMmTb7OnszEhISYjNWR7I4enxrBAQE2IzR2hP8tli4cCGZmZls3bqVTZs2kZOTQ1VVFaGhoURHRzNu3LhWb6znzBlIZmYRKpUnktRASkoKhw4dYsyYMXbN6+en4a23BnDHHSe57bYTvPxyP8aPb6cQU99ZMOBy2PY0jFgGWr8Wf7ezytBPmzaNyspK67ajeYEzZsxgxowZFBUVsXHjRg4fPkxWVhZVVVWoVCp8fX0JCQmhX79+jBgxglmzZnVYhMpRHe2qXvn6+vLkk0/y6KOPsmPHDrZs2UJubi7FxcXodDrCw8NJTExk7ty5TJgwweG+nxaLhUOHDtns++1vf+vQGI4wbtw45s+fb5MrGhISwogRI+weY+TIkSxevJiKigqb/U2LI3WGKVOmsH37ds6cOcO6detISUmhqKgIvV5PaGgokZGRTJgwgfnz53e6fdbYsWNt8lA7W3W2q2vlpZdeyvz58zlw4AA//PADp0+fpri4GLVaTXh4uHW9aV5tdcGCBdYHNh19Z/369WPv3r28/vrrlJSUMGfOHO6++267ZWxOXl4dhoPHKNBH8Nxzicyf376haDKZWuTorlixotPzdzvHj8ttSkaNcrUkAoGgB6CSJDurcAi6j19+gcmT5QI/PaiNRn29hdmzD7NsWSR33dX+k1xHqa2tbfH0ubS0VJHiH4LO8/PPVdx77ymOHVuOwSCHTa5cudKu4i5NKSsz8cAD6aSlGbj33hiWLYtsUe7fSslReGcUzHgMZj3dxb9A4EqOHTvG0KFDrdujR49uYXAKBK5m8+Zynn8uix9mTEc/7B4irv9rh+d89913XHHFFdbtPn36cObMGcV66Dmdf/4Tfvc7yMuDDqJbBAKBQITIuiNffimXAr/sMldL4hBarZopUwLYvLmc7nhsIZ6NuB9Dh/qgUoGf3/mQ5X/+85+Ul5c7NE5IiAfvvTeIRYtCee21XB588DQVFabWDw4fBmNXwJ6/yTlRgh5L8/DY5cuXu0gSgaAlNTVmnnkmiz/9KYNZo8vx1tQQMcy+/OBXXnnFZnvlypU9x7gEOHAAIiOFcSkQCOxCGJjuyMaNcMkl0CR0qadwxRWh5OTU8vPPrunbJ3AtgYEeDBjgzZAh11j3VVVVtWgTYw9arYrHH0/gqaf6sn9/Fddfn8aOHRWtHzz7GbnIz1bReqYn07SIjU6n48Ybb3ShNALBeXbvruSGG9LYsKGM++6L5cnf5ctvxE7u8Nzt27fb9GuOiYnhvvvuU0pUZdi2DezICRYIBAIQBqb7UVgo97/sZIEIV3PRRUEkJnrx/vv53eLFFLgfc+YEU1ubhI/P+XyuN954w2EvZiMLF4by+edDiY/Xcf/9p3n88Uyqqpp5M30j4KI/QcqnUHCwK+ILXEjTaqzXXnttp3MCBQJnUVhYz8MPZ/CHP6QTEuLJp58O4cYbI1Hl7gb/aAjq2+EYf/nLX2y2n376aYf7eLqUkhL5vqQnVbwVCAQuRRiY7sb27SBJ0EZ1Q3dHrYY774whNbWGbdva8DYJejULFoRgNsM117xk3VdVVdWlCpcxMTree28QDzwQx7ZtFdxwQ1pLL/nkP0JALGx6qNPzCFyHXq/nyJEj1u2uFGARCLqK0WjhvffyueaaoyQnV/Hww/H83/8NJinpnGGYtQ3ip3c4zrp162y8lxMnTuTmm29WRmil2LxZvi+ZPdvVkggEgh6CMDDdjQMHIDgY+vVztSSdZvbsIIYP9+Wtt/Iwm4Ub80IjOlrHmDH+mM0TmTJlinX/m2++SXJycqfHVavhN7+J4LPPhhARoWXlylOsWpWDwWCWD/DwgjnPQeZWOPVDV/8MQTeTmZnJ9OnTmTlzJsuWLWPy5I5DDwUCZ2OxwHffnWXJklTWrCnk8stDWbt2ONddF461KHJlNpQeh/7t91Ourq7mrrvusm4HBgbyxRdfOK2ydbexdi307w8dtJIRCASCRoSB6W4cOgRjxtB2yUz3R6WClStjyc6u5auvSjs+QdDruPLKMI4fN/Lss59YeyaazWZWrFiBydRGsR47iY/3Ys2aQdx1VwzfflvK9densWvXufYhI5ZBnzGw+RGQzF39MwTdyMiRI9m2bRvbtm1zqH+qQOAsfvmlit/+9hhPP51FYqI3n38+hEcfjScoqFkxnvSN8s+kS9od789//jM5OTnW7ffff79TLadcSl2dXBdC9I8WCAQOINqUuBvx8XDllfDGG66WpMs89NBpDhyoZu3aYS0v0A7SWpuSkpKSTvd/EyhLfb2FBQuOMGNGIDfcUE9+fr71vbFjxxIQEOCUedLTjTz3XDapqTXMmBHEPfdEk6TeCx/NgcUfwujfOWUegUDQe0lJqeHdd/PYt09Pv37erFwZw7RpgW2f8OmlUFMMt7ef771z507MZvlBl7e3N5MmTXKm2N3Dl1/CddfB3r3QE+UXCAQuQRiY7oTZLFeOXbUKHnzQ1dJ0mYKCeq699ijz54fwxBMJXRpLGJg9jzffzOPzz4tZv34EgYHKleO3WOCbb0p4990CKioamDUriMcTbiWgPh3uPQEePaiYhkAg6BYkCX7+uZJPPili/3490dFabr01mssvD0GtbieCyHgW/tYHZj8rFxbr7Vx6KWRnw7FjrpZEIBD0IESIrDtRUAAmE8TGuloSpxAVpeWWW6L49ttSkpP1rhZH0M0sWRKOyWThhx/KFJ1HrYarrw7nm2+Gc++9saSlGbhj7a1IVXnsevUFkpP11NeL52gCgQBKShr4+ONClixJZeXKdIqLG3jyyQS++mo4ixaFtm9cAhxbCxYTDL2m/eN6A9nZsGkT3HabqyURCAQ9DOHBdCdSU2HECDnfYd48V0vjFEwmieXLj1NdbeaLL4bg49O54gb19fXMa/aZ/O9//7Pm9wnck7vuOoleb+aTT7qvOITZLLFrVyXBW26kr2UXi7d8Q50qkKFDfRg2zJchQ3wYONCbhAQvNJqem+ssEAjs4+zZBrZtq2DTpnIOHqwGYNq0AJYsCWfq1MDzxXvs4f+mg8UMt+xRRlh34sEH4e23IScHRLSQQCBwAGFguhP79sk5Djt3wkUXuVoap3HqlJGbbjrO7NlBPP98DytwIOgS//lPMS+/fIZNm0Z1OQ/XYcrSYfVQCvv9gW+r7+fIkWrS0gxUVspFhjw9VSQmejNggPwaONCb/v19CAnpZjkFAoHTyc6uZevWCrZtq+DYsRokCYYN8+WSS4KZNy+E8HBPxwetyILXk+Dy1TD+TqfL7FZUVck1IZYtg9WrXS2NQCDoYYg7KXeirk7+qdO5Vg4nM2CANw88EMuqVTkMHOjNTTf1cbVIgm5izBh/JAkOH65m5syg7p08pD+MXUGfX1dz28r74LYBgJwbfOqUgfR0I6dOGUlNrWH9+jIsFvlZW0iIJ4MGeTNggA/9+8vGZ9++Xnh6Cm+nQODOnDxpZOvWcrZuLScjoxYPDxVjx/rzwANxzJoVRGSktmsTHPoQNFoYdr1zBHZnVq+G6mr44x9dLYlAIOiBWA3MwsJCMjMz6du3L1FRUU6fqKKigmPHjhEZGUlSUpLTxzcajRw5cgRfX1+GDRvm9PHNZjOHDx8GYNSoUYr0scooKCAJqCsvRwkTMzMzk8LCQgYPHkxwcLDTx29Ph5YsCefUKSNvvZVHSIgnixaFOjx+RUUFx48fJyIiosfr0MiRI/HwcP7znaNHj1JTU8OIESNaFEVyBo7qUL9+3vj7a+w2MJ2+Ds18Ag5/BDueh8vfpqKiguzs48TEhDNjxvles7W1FjIyZIMzPd3IiRNGvvmmhKoquQKkh4eKuDgdSUneJCV5kZjoTUKCjrg4L3x8zsfXNeqQj48Pw4YNQ+XkdkNms5mUlBQkSVJMh9LS0tDr9YwYMQIfHx+nj+/KdcgZVFZWcuzYMcLDw+mnQL/i2tpaUlJSFNchi8XCqFGjerwOGY2+rF9/lvXry8jKqkWnUzNlSgA33dSH6dMDCQhw/O8rKioiIyODhIQEoqOj5Z2SRV5LhlwF3iFdkt/tdaisDF5+GW64Qe5/2YzeoENZWVkUFBQotg61qkNOxO11qAN6kw4NGjSIkJCurQmt0V06FBYWRv9W/s+7ivUbLSoqwmg0UlRUpMhFubS0FKPRSEFBgSLGQUVFBdXV1VRXVzNo0CCnK2tNTQ0VFRWA3DzZ2bl/JpOJktpakoCaoiJFDMyCggJqa2spLS1VbEFtT4cefjiOigoTzz6bjY+PmosvdkyG0tJSDAZDr9Chmpoap+uQ2WymuLgYSZIoLy9XxMBs1CF7Pxu1WvZgZ2TU2nW809chvyiYcj/sXAUT76G0UmvVoaYXZS8vNUOH+jJ0qG8zeeo5dcrI6dNGMjNrycgwsnt3JbW1FusxERGexMd7ER/vRUhIHWZzLeHhBvr1a8Dbu4sek2YYDAbKy8sBeR0KCnKuV9hsNlNUVGTVISUuyo06VFJSoug6VFhYqNi1rDUdchbN1yFPz06EcrZDb9ChrKxC9u41s3p1NidOmPHwUDFlSiC33hrF9OlBNg99OkPTdch6Y5e+ASpz4Io1XZbf7XXoueegpgaefrrVt3uDDhUUFGA0GhVfh2x0yIk06lB+fr576lAHKK1DFoulW3VIKQOz8VqmhA6dPXvWug4pamD269cPLy8vYmJinD4JQFxcHBaLRbG2EhERERgMBnx8fBR5EhIQEGD9J1aisIyHhwd9x40DIKjWvptxRxk8eDClpaXEx8crMn5HOqRWq3j22UQMhtM89lgmnp5qZsyw/7Ns1KHQUMe9n/bQXTokSZLT+kA2RaPRMHjwYAwGA5GRkU4fH2Qdqq+vx9/f3+5zQkM9yc+vt+vYRh1y6mI67WE48D5s+TNxV/3bIR2KjNQSGanloovO66kkQWFhPdnZteTk1JKdXUdOTi1791ZRWFiHxSIbqa+8kkpUlJaYGB3R0VqionT06aMlKkpLRIQn4eGeaLWO3Qj7+/tbdUiJdUij0TBkyBCqq6vp00eZUPbGdSghoWuti9pCER1qQlxcHGazWbF1KDw8nISEBLy9vZ1+Uwc9V4csFon9+/WsW3eWLVt01NVJDB2q5aGHwpg3L8SpOd79+vVDp9PZ6tCB9yA4CRLndHl8pXUoIiKCmpqazunQyZNyYZ977oE2DBd/f3/69++PxWLpUTrUlMGDB1NSUqLo/VALHXIibq1DdqC0DqnVaqsOKXk/1JN1KDY2FpPJpIhxDKLIj/sREiKXBP/rX10tiWLU1Vn44x/T+fXXal54IYlZs7o5N0/QrTz+eCbZ2bXdWkm2Bfvfhh/uhpu2Qt/Zik1TX2/hzJk6cnLqOHOmltzcOnJz6yksrKOwsL5FuxQ/Pw0hIZ4EBWkIDPTA398Df38NAQEa/P09CAjQEBDgYX0/ONijUyF/AoFSlJWZKCysp7y8AaPRwsCBPsTHOycGR5IgNbWGTZvK2LSpnJKSBiIiPLnsslCuuCKUhAQvp8zTIZU5cnGfi1+QH1j1ViQJLr4Yjh+HtDRwsldJIBBcOIg7FXdjwAA4ccLVUiiKTqfm1Vf78+CDp3nkkQwefjiOJUvCXS2WQCEKC+sJCXH+E1CHGH87JL8LG/4Itx8AlfNzqAG0WjX9+nnTr1/L8GRJktslFBTUU1JST3FxA+XlJsrLG6ioMFFZaaaoyIBeb6aqykxNjbmNOVSEhnoSGSl7Q/v00Z7zjMqe0uhorcOeUYGgI8rLTZw8aeDECQOnT9eSmSl78KurbfU0IsKTCRMCKCiox2iU31OrVQQFeRAe7kl0tOzVj4nRERHhSUCAB15eaurqLFRWmigqauD0aSNHjtSwZ08lJSUN+PpqmDUriAULQpgwwb/jXpXO5sB7oPaAMb/v3nm7m48/hp9+gn//WxiXAoGgSwgPprtxzz3w1VdQUOBqSRSnoUHimWeyWL++jOuuC+f+++Pw8BCVOnsT9fUWZs8+zE039eG222zz4UwmqXu/74xN8Mk8WPgujLu9++btJBaLRFWVmcpKE5WVJioq5FdJSQNnzzZQWFhPYaH8s6rKZHNuWJgn0dE6YmK0REfriI3VERenIz5e53pjX+D25OfXcfy40WpQpqUZOHu2AThf8Cox0ZuwMA0VFRZrfrLZLOHpqSI+3ouoKC3+/hpUKqivl6ioMFFc3EBhYV0LT35r9OmjZdKkAGbODGTy5ADXPTQxGeHvCTDgMrjyI9fI0B2cOQOjRsHUqfD9966WRiAQ9HCEB9PdmD5dLg9+8iQMHOhqaRTF01PFM88kkpTkzTvv5JGebuTFF/sRHCzUsrfw4otnqKuzMH68n83+H344yyuv5LJ58yicXJyubZIugcFXwpbHYOg14K1M7oqzaPT62JNbZjCYyc+vP/eqO/eq5/RpI9u3V2AwnC9K5OOjIS5OZ33FxurOeUJ19OnjeF6ooGdiMkkUFdWTl1dHVlYdGRlyMav0dCN6vex59PFR07+/DwMHevPzzw28/HISQUGeJCfr2b69gq1bDajVKkaP9uWOO6IZP96fwYN92m3pY7FAcXE9BQX1FBfXo9fL3nofHzk0PCJCS0KCl/v0o035FAwlMPFeV0uiHBYL3Hyz/Ps777hUFIFA0DsQHkx3o6gIoqPh1VfhD39wtTTdxq5dlTz+eCZ+fhpefrkfQ4Y4v+KXoPswGi0UF9fzj38UsH17BfffH0dDg4WzZ00cP25g374qoqJ0rF3r/HYw7VKZA6uHwKjlcPmFcyNVVtbQJDe0jtzcWs6ckX9vHuIYEuJJWJgnERGeBAd7EBIi/wwK8iAw0IPAQDkfNCBA/r3bwxUFLTAYLJhMFvR6M3V1EnV18u/V1XLodVmZHI5dWtpASUkDBQV1lJY2YDn/3IE+fbQkJXkxYIAPgwZ5M2iQD3FxXqjVcPKkgWXLjtF4t6DVqhg/3p/Zs4OZNSvIroeCe/dWkZJSzQ03RBIQoEyIutORJHh3pPww6uZtrpZGOVatgj//GdauhauucrU0AoGgFyAMTHdk5kwwmWD3bldL0q3k5NTywAOnycur5777Yrn22vDu824JOkVJSQOHDlWTllbDqVNGa36h0Whp9XhfXw1JSV5MmxbIddeFu6ZgzfZnYPvTsGIvRE/o/vndjKoqEwUF9RQW1lt/lpY2UFzcQEWFbJhUVJho60rh66shMFAuStT408dHjbe3Gm9v2SvV+Lu3txpfXw0eHir8/DTnzlej0cj/6D4+GuvvnaGmxozF0lLQmhoz5iZ2dEODRG2trWFtMsme4I6oq7NQV2c7R0ODxaZ1TU2NBbP5/DGyR1BCkrB6B0F2HDUa+Hr9+TBnk0my8TqDbOtUV58/pqFBavP/rDlarYqgILlycViYJ1FRWusrOlpHfLxXh6099uypJCurlsREb0aP9sPb2zFP96uvnuGzz4p59dX+DlUPdynpG+Bfl8EN38Cgxa6WRhk2bICFC+Xigm+/7WppBAJBL0EYmO7IW2/BypWQng4K9Ht0ZwwGMy+8kMOGDWVMmxbIY4/FExHh3F6CAsewWOR+kEVFcghmbm4t6elG0tIMFBbK7UcCAz0YONCb2FgdYWGehIbKHrBG75efnwYfH027oXPdhrkO3hkFWj+49RfFCv70JiwWrLmgVVUmKirM6PWyd6yqykRV1fmf1dVmjEYzBoPsRTMazTQ0XDiXGU9PlY3xpdWq0enkbR8ftU3esa+v7AH28lKj1Z7f7+enQX1uCJXqvDHelMZjPD3VeHmp0elU6HRq/P01eHqq8fWVfw8K8sDHx/U6npys5447TvLXvyYxd67z+w4qwsdzoeoM3H0MVL0wdPzkSZg0CUaMgM2bQSuutQKBwDkIA9MdKSuD+Hi49Vb4+99dLY1LWL++jJdfzsFkgttvj+KGGyK65NkQ2IckQXq6kV9/rSY1VfZKZmfXUld33lOi06lJSvJiyBAfhg/3Y/RoX+Lju6ldgLM4vRE+vRQWvAUT7na1NL2eRo+cXm+yet4avX5NvXhN0evNbXpNW6OxoExzmhtvHh7qFt43jUY29jqi0SBsioeHqkPvn0Bm6dI0/Pw8eP/9HlBfoPAQvDe2xxQFc5jiYrmgT0MD7N8PERGulkggEPQihIHprtx9N3z6KeTkgAJNaHsCZWUNvPZaLuvXl9GvnzcPPhjH+PH+rhar11FZaWL37ip2765k//4qyspMqFQQF+fF4MHeJCV5W6tC9umjJSzMs3eELn95nVxZ9u5j4KdMM2+BQHCe//ynhJdfzuHrr4cTG+ucXpmK8eW1kLML/pAJHj3sAVpHVFfD7Nlw+jTs3AnDujkXXiAQ9HqEgemupKfDkCHw2GPw1FOulsalJCfrefnlM5w+bWTmzCBWrozpvgbbvZSMDCO7dlWyY0clKSk1WCwScXE6pkwJYOLEAMaO9XNNfmR3Ul0Abw2BgQvh6k9dLY1A0OupqjIxf34Kt9wSxYoVUR2f4CpKj8Pbw2DuizD1QVdL41yMRrjiCti1C378Ua5cLxAIBE5GGJjuzC23wH//CxkZEOreLRWUxmyW+PrrUt5/P5/KSjNXXBHK737Xh+hoN38K7iYUFdVz6FA1Bw7o2bu3ioKCejQaFaNH+zFjRiAXXRR4YRrte/8OGx+A5ZshcY6rpREIej1//GM6BQX1fPHFUFeL0jZfL4dTP8B9WXKudm+hthauvBK2boUvv4TFvbRwkUAgcDnCwHRnsrNh0CC4/XZ4/XVXS+MW1NSY+eSTIj77rJjaWgvTpweyeHEYU6YEuEcBGTegrMzE8eM1HDsmN0lPTTVQXCwX44mI8GTSpACmTg1k0qSAntMuQCksJnh/vNxM/c4U0IgHFgKBkqxbd5a//CWLr74a5p4PtcpOweqhMPMvMONxV0vjPIxGuPpq2LIF/v1v0Y5EIBAoijAw3Z0//xlefhmSk2HUKFdL4zZUVZn5+usS1q4tJS+vjoAAD2bODGT69CAmTfK3q2BHT8ZslsjLqycry0hWVh3Z2bXk5NSSmVlLRYXcykCrVdG/vzdDhvgyYoQvo0b5ERcnDKgW5O+HDybDzCflm0qBQKAYer2ZSy45zF13xbB8eaSrxWnJ17+Fk9/LuZdeQa6WxjlUVMhhsb/8Ap9/LhuaAoFAoCDCwHR3DAY5FzM2Vk7GV4tqhU2RJPj112o2bSpn27Zyiosb0GhUDBvmw9ix/kyc6M+oUX7WNgE9DZNJIiurloyMWjIyjGRm1pKZaeTMmTpr6weNRkV0tJaEBC8SE+XXoEE+9OvnbdMSQdAO6+6EX/8JdxyG0B5Q4VIg6MHcccdJGhok1qwZ5GpRbCk9Dm8Ph9lPw/THXC2NcygshMsug1OnYO1amDfP1RIJBIILAGFg9gS+/VbOlXjjDbj3XldL47ZIEpw6ZWDvXj3JyXp+/VWPwWBBq1UxcqQfEycGMHGiP0OH+rRoNeAOlJQ0cOqUgZMnjaSnG60GZaMh6e2tPmdAepOY6EVCghd9+3oRF6cThmRXqa2AtwZD5Aj47SZXSyMQ9Gr+9a8iXn89j82bR7pXMbH/3gCZW2DladAFuFqarpOaCosWQVUV/PCD3PNSIBAIugFhYPYUli6VDc0jRyAx0dXS9AjMZonU1Br279ezb18VKSk1mEwS/v4aJkwIYMIEf8aP96dvX69ubbthscCZM7UcO2bg2DEDx48bOHXKSFWVHNrq4aEiIcGLfv286d///CsqSts72oO4K0f+BWtvhKv/BSOWuloagaDXkpFh5Lrr0njhhSTmzf6D21MAACAASURBVAt2tTgyxUfg3dG9p3Lsjz/CdddBeDisWwcDRWSGQCDoPoSB2VMoLZV7VfXrB9u3g6enqyXqcRgMFg4d0rNvn2xwpqcbkSQICNAweLAP8fFeRERoCQrywMdH3apXMCBAg4eHCl9fDX5+GnQ6NVqtGi8vFVrt+TDc2loLer2Z8nIThYV1nDlTR1ZWLadOyZ5Jg8ECQGCgB4MH+zBokNxvcuBA+afwSLqITy6B4lS5N2Zvyb8SCNyQyy8/wqRJ/jz5ZF9XiyLzxWLI2w8r08HTx9XSdB5JgldegUcfhSlT4OuvL/gq9AKBoPsRBmZPYuNGWLAAHngAXnrJ1dL0eMrKTBw6pCc1tYaTJ+W8xuLiekwm5/9LqNVynmSjV3LQIB8GD/YWbVbcjbJ0eGcEjLkFFrzlamkEgl7LM89k88svVaxbN8LVokDePrnQ14K3YMJdrpam81RXw+9/L7cgufVWePNN0IlrjEAg6H6EgdnTeOwxWLVKTta/8kpXS9MrqakxYzJJVFebW7xXXy9hNFqorjZhMFgwmSSqqszW8ywWCZUK/Pw88PZWExLiQWSkluhoHVqt8Er2CLY9BTuehd/vhtjJrpZGIOiVrF9fxhNPZLJ27XDi411sBH18MZRnwD0nQKN1rSyd5ddf4Te/gcxMeOstWLHC1RIJBIILGGFg9jRMJtmLuWcP7NoFo0e7WiKBoHdhqoV3RsoN1m/dB2o3KkIiEPQSzp5t4NJLU3j00XiuvjrcdYJkbIJP5sFVH8PI37pOjs4iSfDaa3JIbHw8fPYZjB/vaqkEAsEFTs/s3XAh4+EB//kPxMXJfa3y8lwtkUDQu/DwgkXvQ+GvsPc1V0sjEPRKQkM9iYvT8euv1a4TQpJg86MQMbxnFvbKzIRLLoH775e9lwcPCuNSIBC4BVYDs7y8nJSUFMrLyxWZyGAwkJKSQmFhoSLjNzQ0cPToUbKyshQZX5IkTpw4wYkTJ1DK6ZuVlcXRo0dpaGho/8CgIPjuO6itlXtalZbaNX5hYSEpKSnU1NQ4QdqWdIcOHTlyhIKCAkXGb9ShzMzMdo/7+ONCVq3KcXh8t9KhTqK0DlVUVLiHDvWdBaOWw7a/QPlpu8e3V4c6iyRJnDx5khMnTmCxWBSZIzs7u1foUFlZmSLju8s61Fm6U4fq6+vbPW70aH8OHXLcwCwqKnKODqX9BwoOwMUvgEpj3e32OmSxyGGwI0fKleW//BL+7//Azw8Ak8nULTp0/Phxl+tQZ3GaDrWB0jpkNBo5cuQI+fn5ioxvMplIS0vr8TqUmpoqdKgNlNYhq4GZnZ1NaWkp2dnZikyUl5dHaWkpp0/bf7PmCCUlJRQVFZGRkYHJZHL6+FVVVeTl5ZGXl0dVVZXTxzeZTGRkZFBUVERJSUnHJ/TvD+vXQ26uHDJrh0ynT5+mtLSUPIW8no06pJSRn5+fT0lJiWI6VFpaSlFREZmZma3eXFss8NJLZ3jjjTy++qqEggLHFi29Xm/VocrKSmeJbaWpDhUXFzt9fICMjIwLR4fmvwKevvD9nbKnww460qGuotfryc3NVWwdMpvNnD59ulfokFLXMlevQ12lO3Woo2vZ6NG+FBTUU1rq2N/ZeC3Lzc3tvKCWBtj6BMRNhYGLbN7qrnUoPT3d8ZOPHIHp0+We2AsXwtGjcM01Noc03g9lZmYqcnNdXV1Nbm4u+fn5ilzLunMd6pIOtUNOTo77XMs6QWlpKYWFhT1WhywWC6dPn6a4uFjoUBsorUOap5566ikAT09P6urqiI+Px8fH+SW6dTodBoOBmJgYAgKc38BYp9NRU1NDeHg4YWFhTh9fq9VSW1uLr68vMTExqJzckFCtVmOxWPDw8CAhIQGNRtPxSdHRMHUq/P3vsGEDLFkC3t5tHq7RaLBYLPTt2xet1vmFDJTWIa1W2206FB7eMido8+Zy3nwzlzFj/CgsrGfp0kj8/e34ns7h6elp1aHY2FhFdSg+Ph4PD+fnDjbOkZCQgE6B6oRupUOePhAYB3tegoBYiBrb4fgd6VBXETrUMW6lQ52gN+iQJEloNJoOdUijUfHf/5YwZowffft62T2HRqPBbDZ3TYf2rZZ73y75DALjbd5qvN671f1QTQ088QT87nfy086PP5aL/rUiX+P4oaGhREREOFn67tWhhIQERdYhp+hQOzR+RnFxcfj6+jp9/MbvODo6msDAQMXGV0qHmt5TK6FDKpUKSZJQq9VCh9pAaR0SRX56A9u3y/mY8fGwaRP06eNqiXol9fUWsrLq+PnnSt55J59du8aIfpUXAv9ZAhmb4a5UCIhztTQCQa/BYpGYOfNXli6N5M47o7tv4no9vNEf4qbB9Wu7b97OIEnw+efwyCNQWAgrV8LTT1vDYQUCgcAdEUV+egMzZ8LmzZCfLzdWTk11tUS9Eq1WzcCB3mRk1BIfrxPG5YXCgtVyJdnvbrM7VFYgEHSMWq0iKcmbzExj90688wUwlsPcVd07r6Ps2wfTpsGyZTBgABw4AK+8IoxLgUDg9ggDs7cwYQLs3g0ajXxB2rDB1RL1WtLTjSQmth2KLOhl+PWBy96E9A1w4D1XSyMQ9CoSE73IzKztvgkrs+Xq0ONvh9BB3TevIxw9CldfDZMnQ1ERfPUVbN0qF/URCASCHoAwMHsTgwfD3r3yRWjhQnjhBeFxcTINDRIZGUYGD3Z+Xo7AjRmxFIZdDz8+AGdPuloagaDXkJjoxZkzdZjN3XSt2vwnuRXRzL90z3yOcPw4LF8uX8N//hlefx2OHZONTYFAIOhBCAOztxEWJofL3nabXABg4UI4e9bVUvUa0tONNDRIwsC8ELl8NegC4ZubweL8StUCwYVITIwOk0miqEiZVgI25O6F1H/DjMfBx/nFADvN4cNw3XUwbBisWwfPPQfp6XKlWAUK8gkEAoHSCAOzN6LTwdtvw7/+BTt2wJgx8NNPrpaqV5CSUo1KBcOGCQPzgsM7FK76SL5J3fm8q6URCHoFMTFy9cW8PIUNTEmCjfdDcBJMvFfZueyV58cf4bLL5Gv0jh2wahVkZcGjj4ICVSMFAoGguxAGZm9m6VLYvx8iImDuXHjoIairc7VUPZrDh2tITPQmIMD5Ja8FPYCkS2DSStjxHOT+7GppBIIeT0yM7KHLz1f42nT0C/l/dt7LoHGhV7C2Fj74QA6DnT8fTp2CN96AzEx4+GHw93edbAKBQOAkhIHZ2xk8WM7l+NOf5H6Z48bJxYAEneLw4WpGjRJPli9o5v4VwgbD2t9CfbWrpREIejQBAR74+KiVDZE11cLmRyFhBgy+Srl52iMrS74Ox8bCrbdCSAh8/TWcPAn33NNuD2uBQCDoaQgD80LA0xOef14OwZEkmDED7rgDKipcLVmPIje3jqKiesaOFU+YL2g8vOCaL0CfJxf9EQgEXSIiQktRUYNyE+x5GarOwPxXlZujNSwW2LgRrrwS+veXPZWLF8PBg3L/6iuvBLW4DRMIBL0PsbJdSEydCocOyU2aP/pI9m6uWSNfBAUdcvCgHoBx40QPsgue8GFyFcoD78PJ710tjUDQo4mI8FTOg1mVC7tehDG3QNQ4ZeZoTkkJvPQSDBwIl14KKSlyVfczZ+Rr7pgx3SOHQCAQuAhhYF5oaLXw+OPyBW/sWFixAiZOhF27XC2Z25OcrCcuTkdEhKjqJwCmPQRx0+C728AoKjULBJ0lIkJLcbFCBuamh0DjCXOeU2b8RiwWuf/0dddBXBz8+c9yVdgffpArwj78MISGKiuDQCAQuAnCwLxQGTBAvvCtWwfV1XLY7DXXyH24BK2SnKxnwgQRHis4h0oDV38C9Xr4wQ2qUgoEPZSICE+KixUIkc3ZKbclmfkk+EY4f3yQjccnn4S+feWKsPv2ybmWmZnwv//J+0QYrEAguMAQq96FzoIFcOSIXABoxw4YPhxuuQVyclwtmVuRk1NLcXED48YJA1PQhKBEuPgFSP0c0r50tTQCQY8kMlJLdbUZg8HsvEEli9yWJGwwTLzHeeMClJfDu+/CtGnyw9qXX5Z///FHyMiAp56SvZgCgUBwgSIMTIFcBOgPf4DTp+GJJ+C//5UvmrfeKpdQF5CcLFcLFQV+BC2YcA/0nQ0/3AOGUldLIxD0OKKi5LSDggInhske/AfkJ8uFfdSeXR/PYIB//xuuvhqiouCuu0Clkg3N/Hz4/HO45BLhrRQIBAKEgSloir8//OUvsqH5wAPw5ZcwZAj85jdycaALmIMH9fTt60V4uBNuVAS9C5UKFq+BBgOsX+lqaQSCHkdUlA6A/HwnGZi1FbD1CRi4EPpf2vlx6urg229h2TKIjIQbboC0NHj0Ufnh665dcPvtEBzsHLkFAoGglyAMTEFLwsLkinfZ2fDMM7B1q1wQaOZM+OorMDsxjKmHcOCAXngvBW3TNFT2+NeulkYg6FFERWlRqZzowdz+NNRVwrxXHD/XaIRvvoEbb4SICLmtyO7dcOedcnuR48flB7H9+jlHVoFAIOiFCANT0DaBgXIlvKws+OADuW/mNdfIF9bnn4e8PFdL2C1kZ9dSUtLA+PGiPYmgHSbcDfHTYd3dsgdFIBDYhZeXmsBADwoLnWBglh6Hfath8n0QOtC+cyoq4LPP4PrrZaPyqqtk7+SKFbBnj1yw56WXRHsRgUAgsBNhYAo6xttbLvxz+LDszRw3Tu6lmZAAixbJT3sbFGyS7WKSk/WoVIgCP4L2Uanhig9k43LTQ66WRiDoUURFaSksrOv6QBv/CD6hMP2x9o/LyoLVq+W8yYgIOQz20CE5t3LfPtmofOUVmDJFDoMXCAQCgd14uFoAQQ9j9mz5VVgIH38MH34oP+0NC5P7fy1dClOn9qoL8oEDcv5laKjIvxR0QOhAmPkEbHkMht8AiRe7WiKBoEcQHa0jN7eLHsxT6yB9A1yxBnQBtu/V18teyfXr5RZdaWnydWriRPmB6eLFMHRo1+YXCAQCAQAqSZIkVwsh6MFIkpyf8umnclGgsjJITJRDja66CiZM6NHGpiTB/PkpzJ0bxMMPx7taHEFPwGKCf0yE+mq4MwU8vFwtkUDg9rz5Zh5ff13C1q2jOzeAuR7eGQFaP7h1vxxRcPQobN4sv7Ztk3s+BwbKXsvLLpPbdPXp49S/QyAQCAQiRFbQVVQquOgiuVR7QYEcLjthArz5JkyaBPHxcO+9sGVLjwyjTU83UlbWwPjxAR0fLBAAqD1g0XtQngE7nnW1NAJBjyA2VkdVlZmqqk4WkfvldTh7ChouhuU3QXS03Nf5/vvliJt77pGNzNJS+WHo738vjEuBQCBQCKuBaTAYOH36NAaDQZGJGhoayMjIoKJCmeIXFouFrKwsiouLFRkfIDc3l9zcXMXGLykpISsrC4vFosj4FRUVZGRkUF/vxF5jTTCYTJwePpyaDz+EkhLZ2Lz4Yrk/2Ny5chjtNdfAmjWyMeogrtCh/fv1qNU4rcBPXl6e0KF2aFyHampqFBm/23TII0Fu7r77JSj81alz9HQdqqysFDrUDt1xLesuHTI7UHE8Pl5uVXLmTG2Hx1ZWVnL65Eka9u+Ht96CZYvh+0fgiAT3vCznUC5eLPd0LimB/fth1Sq5ErpHx5lB3aVD5eXliozfqENFRUWKjA/uqUOOUFlZyenTpxVbh4xGo9ChDsjLy+PMmTOKjS90qH2U1iHrSnvq1CnOnj1LdXU1o0aNcvpE2dnZ5OTkUFhYyNSpU50+flFRERkZGahUKkJCQvCw4yLiCFVVVZw8eRKAgIAAAgKc69Eym82kpqYiSRI6nY6oqCinjg9w7NgxjEYjFouF/v37O338Rh3S6/WMHj1avsAvXgwmk5z78sMP8uurr2TP58iRMG+eHK500UVyMaF2yMnJITs7WzEdKi4ubqFDyclVDBzoQ0BA1/VJr9dz4sQJQHkd0mq1REdHO3V8OK9DZrOZAQMGOH389PR0SktLz+uQk2nUoYKCAqZNm+b08W10aOYzeJz4Fr6/HW7ZAypNl8dvqkP+/v4EBgZ2ecymdIcOpaWlCR1qh6Y6FBwcjKenc3O/3VWHEhLkUPLs7DqGDfNteYBeLxuO5/Io+x45gsZgkK8lNwWBVgNXvQ5vXgVdvH426lBVVRVjFKgc263rUEiI03WourraqkN+fn4EBQU5dXyLxWLVIU9PT2JiYpw6PsjXMoPBgNlsZuBAO6sNO0B6ejolJSWK6dCZM2fIysoiPz+fiy66yOnjl5SUdJsO+fv7Cx1qhZ6uQ1YPZlhYGJ6enoSFhTl9EoCQkBC0Wi3h4eGKjB8YGIi3tzchISFoNF2/kWuOj48P/v7++Pn54ePj4/TxNRoNISEheHl5Od3waCQ8PBytVktISIgi47epQx4eMGuWXOY9NVWuzrd6tZyr+d57spEZGir//Otf5ZuIVp44BQcHo9VqFdPRgIAAGx0ymyUOHqxm4kTnVI/19vZWXIdCQ0Px8vJy+k1jIy7TISfRqENKrUM2OuTlDwvehLx9sP8dp4wvdKhjevq1rFGHgoODnf6gFNxXh8LCPPH11ZCdXSsnv588KReSu/NOGDUKgoPlSJi//hWd2UzB1Vej/+wzOLYFEith7jOw7K4uG5eyLLIOKfUdd9f9UHfokK9vKw8DuoharbbqkLMNj0Ya16HQ0FBFxg8NDe0V17KerENhYWHiWtYOSuuQKPIjcC0mE/zyC2zaJL/27ZP3BQXJ4Uxz5shhtsOGdbtoqak13Hzzcd54oz9TpyqzQAkuAP57vVzZ8q6jEBDramkEAvcjKwuSk1n+dhB9jLm8dOw+qKyU34uNlVuFTJkCkyfLbbK0Wvk9SYIPp0FNMdyVKgpqCQQCgZsgDEyBe1FdDdu3y/02t26FlBSwWORiDBdffN7gTEhQXJQPPijgww8L2LJlNN7eoh6WoJNUF8LqoRA3FZZ+72ppBALXYTLJnslDh+TXr7/CwYNwLgfomQHPcTBoAt/M3gLjx8sGZVxc2+Md+ResvRGu/xoGX9lNf4RAIBAIOkIYmAL3prQUfvpJrkK7ZQukp8v7+/WTjc05c+S+nJGRTp/6978/gZeXmrffdn6emOAC4+A/4Lvb4Lqv4P/Zu+/4tqrz8eMfSZ6SbXnbSbzi7JCQwQghYa8wwoZCKHyBMgv8gEKBplBSoBRKoUAgjITRUEbKaNiEkJCwYshwQvZwYjuxLXnJtmRZ1vz9cZEHcTx1Lcl+3q+XXrIt6eix9fje+9xz7jnjLgx2NEKoz2KBzZth0yblROHGjcolEo5fJvFJSYEpU5Tb5MlwxBG8syGRJ586wKpVkzEYurjUxd0Ez42F5JFw1Qr1fx8hhBDdFviB1UIEUmoqXHKJcgMoLW3t3fzsM1i4UJnkYfx4pWfzpJOUobVJSX1624YGD1u3NnLrrYG/MFwMQlOug01vwOf/D0acBlGBua5XiKCz2WD7dqV43LpVKSq3boWyMuVxjQby85Ui8txzlespJ09WlrD6ldGNVnw+2L27icmTu5i5+7vHoKEMLv9YhV9KCCFEX0gPpghvO3e2Fpz+Nc50OuWs+IknKrfjjoMeTpy0cqWFe+7ZyzvvjGfkyM5ntxWiW2p2wguT4Kib4Yx/BTsaIXqmoUHZ3m7fDtu2KUXk1q3K9ZP+w4jUVJg4UTnhN3Fi6y2+eydU7HYvJ564kdtvH8YVV3QyKqXhADw3Bg6/Es55se+/mxBCiICSHkwR3saMUW4336xcq7l5c2vBuXAh/POfrQXnCScoxeaMGcqBUCcKChpISYlkxAgpLkWApIyB6X9Q1sY8/EoYMjXYEQnRntutFIy7dyvXSu7cqdzv2NHaIwnKCJHx45Ulpg47TLlNmNDnSxX0ei3Dh8ewdWsX63Gv+JOy7M+J8/r0fkIIIdQhPZhi4PJ4lOt+Vq9Weje//Rbq6pQhW2PHKoXmzJlw7LHwq/X4zj13M1OnxjNvXl5QQhcDlMsOCyaAPhWuKwCNTB4l+llzs7JU1N69UFSk3O/ZoxSVe/eCy6U8T6NRhrGOGaNsL8eObf1ahfVR/R56qIR166x89NGEjp9gKoSXj4RT/g4z7lEtDiGEEL0nBaYYPLxe5Tqh776D779XCs79+5XH0tKUGQunT6d45EwuflzPI48MZ9YsddY3EoPY7s/grbPhrOfgqFuCHY0YaNxuOHAASkqUQrK4WLn3f11WpmwL/YYMUSZNGzWq9TZ6tHIf2/8jOJYureaRR0r4/PPDSUvrYHH3146Hhv1wy3ZZlkQIIUKUFJhicNu/Xyk2CwpgzRooLOStpEt4OvsOvnDeSfJRY+Coo5Tb4YdDZAcHPEL01LuXQNGXykFyvHq9QWIAqqtrLSD371dupaVK8VhSAuXlyugNP4MB8vJg+PDWW36+UlTm54NeH6zfpEN79zq49NKt/OMfIzj55MT2D25/H/57MVz8Dhz2m+AEKIQQoktSYArRVlMTt12/mYYqO/9OehF++kk58w8QHa1cZ+SfWn/KFKXoNBiCG7MIP9YyeG4cjD4bLno72NGIUOB0QmWlUjyaTErhWFGh9DiWlSlf798PVmv71yUlKUNZc3KUQjI3V/k6N1f5Pj09GL9Nr3m9cOqpGzn33FTuuCOr9QGP85fh5Slw7Q/KEF4hhBAhSSb5EaKNJqJZvzeSa64ZA9e/o/ywuhrWrlUWBC8sVCYQWrRIeUyrVXoBJkxQJr3w348bB1FRwftFRGiLHwYnPwxf3AFTroX804IdkVCD2w1VVco2xGQCs1n53v+1v6CsrFS+/7WkJOV6x2HDlFEUF18M2dmQldVaVMZ1sZxHmNFqYeLEODZtsrV/4KfnoHYPnP+aFJdCCBHipMAUoo2ffmrA6fQyc6ax9YepqXDmmcrNr75eKTb9i4dv2QIrVrT2Luh0ylA0/6QYo0crX48YoRwsygGSOPpW2LQYPv093LxZricLdT4f1NR0fKuuVgrHtl9XVUFtbcdtpacr131nZCjrQmZmKtuFjAyleMzMVO6DcA1kKJg0ycDChRU4nV6iorTgsMC3f4PDLoHsGcEOTwghRBekwBSije+/ryclJZKxY7u4LslobF1ns62SEmWNuG3bWqf4f+MNpYfCLzq6/bVQw4e39kbk5CgHl1KADnwaHZzzEiw6Rlk0XpZc6F+NjUoxWFmp3PtvVVUH/8xfSHZ0RYlWCykprbfUVOVkUmam8nVqqlJMZma2FpYRsuvtzKRJcbhcPrZtszN5chx88zdw2uCUR4MdmhBCiG6QvZwQv/D54LvvGpg509j7+i43V7m17e0EsFiUYtO/LMDevcq1nR9/rAyRazurY3S00nsxdKhy7+/V8N+np7cetEohGt6GHglH3gjfPw4T50DK6GBHFL6amlqHn/p7EP1DT/3DVNt+3dTUcTv+otD/PzZ2rHKfmtq+kGx7k//DgJowwUBkpIZNm2xMzqtWhscefSskjQh2aEIIIbpBCkwhfrFrl53KSmf74bGBkpQE06Ypt19zuZRJPPbvV2aC9M8KWVam9IKuWqUcGLctQkEZhus/8E1LUwrP5OT2t5QUSExU3j8xUbkNsGu2wt7Jf4PtHyhDZa/6KtjRhA5/D6PZ3L43sW2vo7+INJnAZju4Df//iP82dqyy9q2/p9Hfo9i2qNTp+v93Fe1ER2sZNSqWTZsaIf4vEBkLx80NdlhCCCG6SQpMIX7x3Xf1REZqmDYtvn/fODJSme0xLw+OO67j53g8yoF2eXnrAXfb3pmqKqVHdP16ZSifxXLo94uIUArNhASl8IyPb39LTFRmxo2NVZ4TF6d87X88Jka5NxiUr40qFOSDSUwinP4kfHAFbH4TJl4R7IgCr6FByUn/zd+L+OvrGCsre9bDmJ6uzOTsLxTT05We/rZFpQhLkybFsfe77yDxHTjl7xCbEuyQhBBCdJMsUyLEL664YjspKZE8++zIYIfSd16vMsFIba2ybl5dnXJg3/br+nplUqKGBuXealV+brMpB/e/Xg6hMzExShFqMCiz5xqNSk9QYqLyvcHQ+lhSklJUx8W1/5n/eb8uaGNjB0ev61tnQ/l6uHU7xCQFO5pWbndrbvjzxJ8z9fWtReOv86xtQdl2Xca2YmNbh5n6C8K2BaS/WPT3OEoP46CxfLmF1I9PYWJuLRG375BJsIQQIoxID6YQQHm5k1277MydmxvsUAJDq209IO8Lq1UpNm02pahwOJSvrVbla6tV+d7lUooKt1t5ntOpDHG026G5WemVcrla22hqUr4+VOHRkYQEpTA1GpXrVPX69gWtVqs8R6drvdfrleeCUuxqNK3Frf/v1LYHNi5OeRxaC14//+uhfbuBMusZeGEiLL8XZr/c/df5/47+e6u19XPweJQi0OtVCj2vV/neblduDQ3K52e3K/dtH6urUz5Dp7Pz9/f3iLcdhp2Xp6wTm5R08C05ufV6Rn0Xk2mJQevo+OUYUwpZn7aQI6S4FEKIsCIFphDAqlUWNBo44QQZ7tmOvxdRrcXa/YVRU5NSeLYtYv0/b2xUCh+HQ/naX/TU17cWrTU1rYVV23ufTymU1PTrIhVaC9y2ulOUjkoG10J4bhXs+VXx7S/aofXv1VtJSUrvoV6vxO7vNc7LU2LX65VbUpJyHxfXOnzaaGzNi4QE5V6IQPI4Ma69nx22w1m2/zSOCHY8QgghekQKTCFQhmNNmRJPcnJksEMZXHS61p4ttfl7TqF972nbn/+6IPX3zoJy33Yimbq61mUr/AVtW20f7yiGjniHg3MlHG2C/EvA22YT7e+l1WiUQg9ae3J/fe/vffUPXY6NVb729/gKEcp+eg5q97Ai4r9s3WYPdjRCCCF6SApMMeiZzU62bGnk3ntzgh2KUFNMjHKD/iloe8u0ERYeDRemwGn/CHY0QvQvexV88zBMvJx420z2rCynudlLujMD8gAAIABJREFUdLQ22JEJIYToppYttsvlwmQy4fKfrQ8wr9eLyWSiqbOz931UVVWFtScTk/SQxWLB0tnsnH1ks9moqqpSrf2mpiZMJhPeXy93ESDhmkNffmlBo9Fw8smJAyaH1Jq7y+FwhH0Omc3m0N4OZU6GY+6Agn9BxfqDHrZYLNTW1vYhws5JDnUuLHKoCyGdQ1//BdzNcMqjjB1rwOPxsXt3+7+12jnkdrslh7oQ0jnUDZJDXauurlY1h+rq6lTPocrKyrDPIWdX8yD0kto5pJs3b948gO3bt1NcXExTUxMZGRkBf6Pi4mJ2796NxWIhKysr4O1XVlayZcsWzGYz2dnZaLWBPdvZ2NjIunXrMJlMpKWlERXgYWYej4cff/wRk8mEXq8nToVZMzds2EB5eTkASSr04PRXDtXW1gY0h/7xj/2MHBnLccf52LJlCyaTKexzyGAwqJJD69evVzWHduzYoXoO7dq1K+A55FdVVcXmzZsxmUxkZWX1Pofyjoet78KuT2DK70CrXM+pdg55vV4KCgpU3w6VlZUB4ZlDJSUl4ZFDh2C321tyKDU1legAT1bVpxyq3Awf3wDH3Qdjzyc+PoLFi02MHatn/PjWCbf8OeTz+UhOTg5o/NC6L7Pb7armUE1NDdnZ2QFvf1DnUDepnUM7duxg3759kkOH0F85ZDabVcuhwsLCsM6h0tJSdu7cqVoOtWRMbGwsAHqVZvXzt++/D7To6Gi0Wm3LfaBFRkYSGRlJREQEkZGBv06vbewxMerMmKf2Z+DPnXDKoeJiBzt32jnjjGRiYmJa/v4a/2yhAdQfOdT2d1CD/7NVK4fUztH+2g75P4de00XDea9A5Rb4/vGWH6udQxqNRvUcCvfPONz3Zf7cCckc+uJOiMuEGfcAkJCgY8iQaHbubH8d5kDZl6nV/kDJIf+9GgbCvkyj0ajWvv9/WM1j6oiIiLDOoXDf16idQ+3WwXQ6nQE/I96Wy+UiIiJClYN3ULqTtVqtKv8MoPQQAehUWofN6/Xi8XhU+WcD8Pl8uN1u1dqH8Muhl14q59//NrNs2eHEx+skh7ogOdS1gObQZ7fChkVwwzpInwBIDnWH5FDn1M6hXn3GO/4HSy6EC/8DE69o+fEf/lCExeLitdfG9q39HpIc6lxI5lAItQ+SQ12RHOpaOOdQuwJTiMHmwgu3MnJkLP/4R36wQxHiYE4rLJgAhnT43RrQyrxsYgDyOJU816fAtT+0rjcLLFhQzjvvmFm9egoqHUcLIYQIMJmWTQxaW7c2UlrqYNasEJ5RVAxuUfFw3mtQvh6+lxllxQBV8DTU7oFZT/PrKnLkyBjsdi8VFepMdCGEECLwpMAUg9Znn9USH69j5kxjsEMR4tCGnwxTr4PVDynXZAoxkDSa4du/weG/hWHTDno4J0e5fqq01NHfkQkhhOglKTDFoOTx+Fi+3MKppyYRFSX/BiLEnf5PZZjsR78DnyfY0QgROCvmgtcNp/ytw4dzcmLQaKTAFEKIcCJH1mJQ+v77BmprXZx1VkqwQxGia9EJMPtlKPsJCp4JdjRCBIapEDa+DsfNhYSOp8nX67WkpkZSWtrcv7EJIYToNSkwxaD0ySc1DB0azeTJgV8bSQhVjJwFh18JXz8AlqJgRyNE331xB8QPg2Pu7PRpQ4ZEYzLJNZhCCBEupMAUg05Dg5vvvqvjnHOSZVZCEV5m/UuZ+Oej60EmABfhbPv7UPINnP4ERHa+HuSQIVEyyY8QQoQRKTDFoPPFF7W4XD7OPluGx4owE5uizLRZ/DVsej3Y0QjROx4nfHUfZB0D4y/t8ulSYAohRHiRAlMMOp98UsOUKfEMGxYd7FCE6LkJl8GYc+HLu6GxMtjRCNFzPz4LtUXK5FXdGEaSkhKJ1erG6ZReeyGECAdSYIpBpaioiW3b7Jx3nvReijB25nzwuGBZ59euCRFymmrhu7/DxMshe0a3XpKSEonPB7W1LpWDE0IIEQhSYIpB5cMPa9DrtZx0UlKwQxGi94w5cPLDsPkt2PN5sKMRovtWzQOXHU55tNsvSU2NAKCmRgpMIYQIB1JgikHD6fTx2Wc1nH56Mnq9pL4Ic0ffCsOOhk9/D67GYEcjRNcsRbD+JWXWWGNut1+WmBgJQF2dW63IhBBCBJAcZYtBY+VKC3V1bi68MDXYoQjRdxodnLsIGsrg6weDHY0QXfvyjxBthJn39uhlSUlKD6bFIgWmEEKEAykwxaDxwQfVjBmjZ/x4Q7BDESIw0ifCsXdBwdNQsT7Y0QhxaAfWwI6lcOKDSpHZA0ajDq1WejCFECJcSIEpBoWioiY2bLBy0UVpwQ5FiMA64S+QNFxZG9MrB+AiBPl88MWdkDIajrihxy/XajXEx0dQXy/5LYQQ4UAKTDEoLFlSRXy8jjPPTA52KEIEVkQsnPMSmDbCmqeCHY0QB9u6BMp+hNMeB21kr5owGiOkB1MIIcKEFJhiwLNaPXzxRQ2zZ6cQGyspLwag4SfDlGuUGTpr9wQ7GiFaeZyw8n7IPQHGnNfrZhITpcAUQohwIUfbYsBburQah8PLJZekBzsUIdRzxlMQmwwfXacMSRQiFBQ8DZa9cPo/+9RMYqIMkRVCiHAhBaYY0DweH0uWVHLCCYlkZ0cHOxwh1BNthFlPQ8lqKFwU7GiEgKZa+P5xOPy3MPTIPjWVmBghs8gKIUSYkAJTDGhffWXBZHJy+eUZwQ5FCPWNvxjGnq8sB2EtD3Y0YrBbNQ9cdjj5kT43JQWmEEKEj5YC0+fzYbVa8ak4tMpms+HxeFRr326343K5VGvf4XDgcDhUa9/lcmG321Vr3+PxYLVaVWs/FHPojTfMHHaYgalT47r1fMmhzg3GHOqpoOfQ2QtAo4WPez5bJyg51NjY2MvouiY51LWg51AfuVwu7GVbYP1LcMwdYMzpc5tJSRE0NHjwen2SQ92gdg41NzernkOyHeqc5FDnJIe6pmYO6ebNmzcPYNeuXezYsQOn00lqauAXot+/fz+bN2+mrq6OoUOHBrz92tpa1q1bh8lkIisrC41GE9D2HQ4HBQUFHDhwgIyMDCIjezcT3qF4vV4KCgooKSnBaDQSGxsb0PYBNm7cyN69e4mIiMBo7Nk6ZN2hdg4dOHCAn3/+uds5tGZNA2+8YeaPf8xh+PCYLp9vsVgGTA4lJCSg1+sD2j4MnByyWCyqbIdCIoei4kGfAmuehLRxkD6h2+37fL5+yyGdTqdqDjU3N5OWFvhliQZSDqWnpwd8O+TPoYRVd6F316K59L/KTMd9dOBAM19/Xccll6Sxa9dmioqKVMuh3bt3q5pDZWVl/ZJDFRUVZGVlodUGdrBaf+WQmtuhTZs2DYgcqq2tZdiwYQFvv66ujrVr16qWQ83NzaxZs6Zfcig+Pl7VHNJqtSQmJga8fX8OORyOsMyhlozxer3t7gNN7fb9Fb5alb7P52t3U+s9IHw/g1Br/7XXKsjNjeHEE7v3j9+2fTU+4/7MIbXaD7XPuLft98ffJ6g5NOV3MPwU+Px25Tq4HrQvn3H32ld7Xxb0HOpD+4a6LaRVf0vjUX+EmKSAtJucrByA1tS4B0yOhuvxkL9tNXMo3D+DgbKd649jlXA9HuqvY/ZwjV/j++UdvF4v9fX1GI3GgJ+pAOUXqa+vJy4ujoiIiIC3D2C1WomMjCQmpuveqt6w2+3KztNgUKX95uZmnE4n8fHxqrTvdrux2WwYjcaAnxUH9XMIlLNqBoOhy7NdP//cyLXX7uDBB/OYPTul2+0PhBxqbm4mISFBlfYHUw71VsjkUF0xLJgAE34D577S7fYlh7o2aHKol7yvzABrBdrbdoAuKiBt7trVxJw523juuVEceaRecqgL4Z5Dsh3qmuRQ5wZKDiUkJKDT6QLePqibQy0FphADyT33FLFlSyMffjiRyMjA/+MLERa+/wd8dR9c+SXknxrsaMRgsPMjeOc8uHgJHHZpwJqtrXVz+umbmDcvj3PO6f5JQyGEEP1PZpEVA86BA82sWlXPZZdlSHEpBrfpf4DMyfDpzeBuCnY0YqDzeWDFXBh6FIy/JKBNJyZGoNNpqK5Wb9IRIYQQgSEFphhw3nqrkpgYDRdcEPhJYoQIK9oIOHchWPbBN31fKkKIThW+BlVb4dS/Q4CHjGm1kJoaSWWlFJhCCBHqpMAUA0pjo4dPPqlh9uxU4uPVGbMuRFgZcgRMu00ZLmveFOxoxEDlboLVf4WRs5QJplSQnh5JdbVTlbaFEEIEjhSYYkD56KMaHA4Pv/lNerBDESJ0nPwIJGTBxzeCT50Z48Qg9+N8sJbDKX9X7S0yMqIwm6UHUwghQp0UmGLA8Png/ferOOYYIzk50cEOR4jQEWmAWU9D2Y9Q2P0ZZYXoFkcdfP84TLhcueZXJenpUVRWSg+mEEKEOikwxYBRWGijuNjBhRfKtZdCHGTMeTD2AmVW2cbKYEcjBpLvHoNmK5z0V1XfJjMzkpoaFy6XTH4vhBChTApMMWAsXVpNamokxx1nDHYoQoSmM58BjxOW3xPsSMRAYS2Hn+bDkTdC0ghV3yozMxqvF8xm6cUUQohQJgWmGBAaGz2sXGnh7LNT0OlkaRIhOpSQDSf8BTYthn0rgx2NGAhWPwQaLRx/v+pvlZ6uLAYuM8kKIURokwJTDAjLl1twOLzMni0LcAvRqWPugPQJ8PltSm+mEL1VVwwbX4Npt4MhQ/W3ay0wJW+FECKUSYEpBoSPP65h4kQDeXkxwQ5FiNCmjYRzXoCq7fDDP4MdjQhnqx6EiFiY/od+ebvU1Ei0Wo30YAohRIiTAlOEvZISBz//bGP2bJncR4huyZ4BU66Fbx4BS1GwoxHhqGYXbH4Ljr0bYpP75S21Wg0pKRGyFqYQQoQ4KTBF2Pvooxqio7WcfnpSsEMRInyc9g+IjodPbwl2JCIcff0AxCTCMbf369umpERSXS09mEIIEcqkwBRhze328cknNZx8chJxcbpghyNE+IhNhtOegKJlsHVJsKMR4aRyM2x7D2bcA1Hx/frWaWlSYAohRKiTAlOEtW++qaOmxsUFF8jwWCF67PArIe8kWPYHaG4IdjQiXKyap5ygOPLmfn/r1FQpMIUQItRJgSnC2nvvVZGfH8uUKXHBDkWI8KPRwDkvgr1GmbBFiK5UboEdS2HmnyCq/7e7qamRVFVJgSmEEKFMCkwRtvbtc7B2rZVLLkkLdihChK+U0cosoD/OB1NhsKMRoe7rB8CQDkfeFJS3T02NpKnJi93uDcr7CyGE6JoUmCJs/fe/lRgMOs4+W9a+FKJPjr8fjNnKhD8+OXAXh2DaCDs+hBn3QqQ+KCEkJEQAYLW6g/L+QgghuiYFpghLdruHzz6rZfbsFPR6SWMh+iRSD2c+CwfWQOGrwY5GhKpvHlF6L4+4IWghGI3KZG719VJgCiFEqJIjcxGWPvqoBrvdw8UXy/BYIQJi9Gzl9tW9YK8OdjQi1FRtgx3/gxl/DFrvJYDRqPRg1td7ghaDEEKIzrUrML1edYdG9Uf7Pp9PtfZ9Pp+q7cPA+AzUbt/rhXfeqeTYY43k5sYEvH3JIWm/r+2HbQ6d9Ry4m/GtmKtO+78YCJ+x2u2HXA6tfghikuCIG7v1dLX+Rv7lqNQeIis51DnZlw2O9iWHpP3e0s2bN28eQHFxMYWFygQPSUmBX7C+srKStWvXYrfbSU9PD3j7VquVH3/8kcrKSoYOHYpGowlo+06nk4KCAvbv309mZiY6XWDXXPT5fKxbt46ioiJSUlKIjo4OaPsAW7duZdu2bej1euLiAj/7X3/l0PffW1m+3Mm99+aQlRW4v5PaOeRyuVizZk2/5FBycrLkUAeqqqpYu3YtjY2NYbkdcrlcFBQUUFpaqk4ORSdQXrafhK2LaBxyPFEpwwPaPsC2bdvYunWrajlUUlLSLzlks9nIyMgIePs2m42CgoLQyqHqHfDZLXD8AzD85E6fqvZ2yOeDxYvNJCWVM2JElKo55PP5wjqHzGYzw4YNUzWHMjIyiIiICGj7Pp+P9evXs2fPHtX2Zf7tUGxsrORQB9rmkNrbITVyCGDdunXs3r2bpKQkYmIC2xkBsH37dlVzqLS0lA0bNqiWQ9XV1fz0009YrVZVcqilB9Nqtba7DzSbzYbP51OtfbvdjsfjwW63q1KRO53Olltzc3PA2/d6vTQ2NuLxeGhsbAx4+6B8tj6fD5vNplr7be8DzZ9Dn37aTH5+LNOmJQS0/bY55PEEfvhVc3Nzv+WQ3W4PePsQ/jnkj78/tkNq5JA/d9TMoaLMi7BHDyFq+R3gC/zvEO455N8OqRV/f+aQw+Ho3ou+e0zpvTz6li6f6vP5VN2XGQxKQexwEPY5pPZ2qKmpKSy3Q/7/r3A+HvK3G+45pOYxtdr7MpvNhtfrleOhQ1B7X6bx/dI/7XQ6qaysJC0tTZWzRR6PB5PJRGJiIgaDIeDt+3w+TCYTsbGxJCYmBrx9UKp9n89HWpo61/3V19djt9vJzMwM+NkigMbGRurq6lTp+YD+yaEfftjPnXfWcP/9uZx/fmpA25cc6tpAyCHZDnWuvr4ez67PSf7scjh7ARx5c0DblxzqXMjlUH0pPDtSmWn4hL90q321t0MzZhRy8cV6brtthCo9HwMhh8xmMzExMaGRQ72gdg7Z7XYsFotqvWf9lUNGo1GV3rOBkkONjY0MGTJEcqgDaudQS4EpRDj4y1/2UVDQwCefTCQqSuaoEkI1Sy6E4lVw207Qy2Rag9anv4dNi+HOEogNjSWhTj11ExdckMottwwLdihCCCE6IEfoImyYzU6+/NLCxRenS3EphNpmPQ0eJ3x1X7AjEcHSaIaNrytDY0OkuASIidHicMh6rUIIEarkKF2EjTffNBMZqeHSS6U3RQjVGXPg+D8rBUb52mBHI4LhhycBHxxzZ7AjaScqSkNzswy+EkKIUCUFpggL9fVuli6t5rzzUklMDPxYdyFEB6bfBUkj4PPblek7xeDR3ADrX4bJV0NcZrCjaUej0ai+vIEQQojekwJThIUlS6pwOn1ccUXgp1IWQhyCLgpOfwIOrIHNbwY7GtGf1i4ApxWm/yHYkRxEp9Pg8UiBKYQQoUoKTBHy7HYvS5ZUMmtWMkOGRAU7HCEGlzHnQf5p8NW94FRnOnMRYjzN8NN8GHchJI8KdjQHiY7W4HRKgSmEEKFKCkwR8t5/vwqr1c3VV4fWMC0hBo1ZT0NjFXz7t2BHIvrDz2+CtRyOvTvYkXQoJkZLU5NM8iOEEKFKCkwREl55pYJ16w5eTNbp9PLmm2ZOOimJvLyYIEQmhCBtPBz1e1jzFNTsCnY0Qk0+H6x5EnKPh2HTghbG11/XMWfO9g4fi43V0dTk6eeIhBBCdJcUmCLodu1q4oUXyikraz7osU8+qaG62iW9l0IE20kPQWwyfHlXsCMRatr9KVRtg2P/GNwwdts5cMBx0M937LDz008NWK1SYAohRKiS6ThF0DU0uAEYO1bf7udOp4/XXzdxzDEJjBun7+ilQoj+Ep0AJz0MH18Puz+DUWcFOyKhhjVPQsqYoH++aWlR2O1eLBY3SUmthyq5uTFccEEqDQ0eHnqohOLiJmpr3ej1Oo48Mo5bbx0m6yQLIUSQSYEpgs7pVK6l+fVBwTvvVFJR4eTRR/NpbvZSXe0iMzMKnU4TjDCFEFOuhfUvwbI7If9UZZZZMXBUrIfiVTB7IWiCW6RNmhQHwE8/NXDGGcl8800dK1fW8fPPNkpLldEuWVnR5OfHMnJkLHV1bt56q5IxY/ScfXZKMEMXQohBTwpMEXT+BbOjojRUVrq47LJtjBgRw+bNjWRkRPHwwyUUFzvweHxceGEac+fmBDliIQYpjRbOfBZemQEFT8OMe4IdkQikH54EQwYc/ttgR0J+fgx5eTF88UUtZ5yRzIEDToqKmhg3zsDvfjeEo49OIC0tsuX5H31Uw8qVdWRlRQcxaiGEECAFpggBml86JH0+SEmJ4OqrM/jxRyvx8REYjRHEx+soKvKh12s5//zU4AYrxGCXNR0mXQnfPAyHXwHxw4IdkQgEaxlsew9OeAAiQmNCtdmzU1iwoJzKSidz5qQzZ056h8+rrXUzf/4Bjj3W2NLzKYQQInjkQgURdP6hsU6nD51Ow1VXZfL886NYvvxwbrttGMXFDozGCObPH8X48XItphBBd+rjSm/mV/cFOxIRKAXPKJ/pETcEO5IW556bik4H775bdcjn+Hzw8MPFOJ0+/vQnGd0ihBChQApMEXQGg5KGVqu75Wd79zqYO3cvt966m/T0KBYvHitnpoUIFXGZcPwDynqJBwqCHY3oK1cjFL4Ck65ShsiGiKSkCGbNSuaDD6oPue7lW2+Z+fbbeu67L4chQ+SaYCGECAVSYIqgy82NQaOBDz6o5pVXKrjuup385jdb+eknK3/4QzavvTaGYcPkuhohQsq0/wcpo+CzW8Eni96HtcLXoMkCx9we7EgO8tvfZtDQ4OZ//zu4F3PdOivPPlvGeeelcuaZyUGITgghREc0Pp/PF+wghHjssVI++KCaiAiYMMHA6acnc9ZZKej1cg5EiJC18yN45zy44I2QmBhG9ILPC8+NgeSRcMXnwY6mQ3ffXcSWLY0sXTqBmBhln1Ba6uCaa3aSlRXNwoWjZWkSIYQIIVJgipDhdHqJiNCileMEIcLHG6dB1Xa4bSdEGoIdjeipHf+DJRfClcuVpWdC0K5dTfz2t9u44YahXHfdECoqnNx44058PnjttbGkpkZ23YgQQoh+I4fyImRERUlxKUTYOeMpsJngh38GOxLRG2uegvQJMPyUYEdySKNHx3L++Wm8+moFL79cwTXX7MDp9PH886OkuBRCiBAkh/NCCCF6L30iTLkWvnscGvYHOxrRE+VrofQ7mH5X63pRIerOO7OYMiWel18uZ+jQaF59dSw5OaGxnIoQQoj2ZIisEEKIvmmshPmjYNxFcN6rwY5GdNf7c6D4a7ijGHThMZGa3e6Va/OFECLE6ebNmzcPwGQysXnzZiIiIoiPjw/4G9XV1bFx40acTidJSUkBb7+pqYnCwkLq6upIT+94Mea+8Hg8bNq0iYqKCtLT09GqMJZz69atFBcXk5ycTGRk4If97Nu3j507dxIXF0dMTODP/EoOda5tDqWlpamSQ9u2bWPfvn2q55DBYCA2Njbg7Yd7DjkcDjZs2EBdXR1paWloAtwr1J85lJSU1P0cijIok8UUPA1jzlOWMTmEcM+h+vr6fskhi8Wiag5V79tExk8PwLF3w/CTA/oevcqhboqM1FBcXMyOHTtUyyGz2czmzZvR6XSq5lBzczPJyYGf/ba/cijktkM9UFxczPbt24mLi5Mc6oDD4aCwsFD1HCovL1ftmHr79u2SQ51oaGigsLBQtRxq+UTNZjNNTU2YzeaAvwlAdXU1drudiooKVdqvq6vDZrNhNptxu91dv6CHGhsbsVgsLe8TaG63G7PZjM1mw2KxBLx9gIqKCux2O1VVh160ui8khzrXNocaGxsD3r7H4+m3HKqurlal/f7KofLyclXat1gsquaQ3W5XdTvUpxya/geIHwpf3dfp0/prO2QymVRpX+0c8n+2lZWVquZQwvZ/g0YLR9wQ0Pb7czsk+7KO9VcOheR2qJsqKipoamoK+xxScztktVpVz6H6+npVcsjr9WIymfolhyorK1VpP9z3ZS09mHFxyiL2ubm5REcHfqiMwWDA5/ORk5ODXq8PePt6vR6fz8fQoUMxGo0Bbz86OhqtVktSUhIZGRkBP5uj1WqJiYlBr9eTlZWlytkcg8FAREQEubm5REREBLz9gZBDAEOGDJEcOgTJoc61zaHExMSAt98fORQbG0tsbCzZ2dk9yyFtJMQkQsFTkDMTkvI7fJo/h3JyciSHOuA/E65mDum8zWSvnYtmwm9g4pyAtt+nHOomtXPIYFBmQ1Yrh+Li4vB6vWGdQ/21HVJzX6bT6cJ2X6Z2DvmPqdXOocTERDIzMwOeQxqNRvUciouL65ccysvLU21fpmYOyTWYQgghAsPngRcng0YHN25QeshE6Fn3Inx6M9y0CTIOD3Y0QgghBhjZ+wshhAgMjQ5OeRTMm2Drf4MdjTiUtQuU6y6luBRCCKECKTCFEEIEzujZkD0DVs1TejRFaNm7HCo3w9G3BTsSIYQQA5QUmEIIIQLrxHlQsxM2vx3sSMSv/TgfjLkwZnawIxEirDQ3e2loCPyEN0IMRFJgCiGECKz8UyH3eFj9V/DKAVnIsOyF3Z/C0bcow5mFEN2ybFkt55yzmTvuKAp2KEKEBSkwhRBCBN6J86B2D2x+M9iRCL+1CyAiFqZeF+xIhAgbb79dyZ//vI9x4/Q88EBusMMRIixIgSmEECLw8k6C3BPgm7/JtZihwGWHja/BpKsgJinY0QgRFlassPDUU/s599xUnnlmFMOHxwQ7pLDn9fqor3dTVyejWwaywC/cIoQIK06nl/feq+arrywUFTVhMGi5/PIMrrwyI9ihiXB3wgOw+FTY8g5MvCLY0QxuG1+Hplo46vfBjkSIsFBR4eSRR0o45pgE7r8/hwAv1TiomM1Oliyp4rvv6tm7t6nl55GRGiZMMHDOOSmce26q/I0HEFkHU4hBbNmyWubPL8NsdnLkkfFMnBhHcbGDlSstLF48jvHjA7/4rhhkXjsO7DXw+y2yLmaw+Hyw4DBIyIIrvwx2NEKEPJ8PbrhhJyUlDt5+ezwpKZHBDilsLVtWy1//WoJOB9OnGzn8cANGYwQ+H1RWOikoaGDjRhsnnJDIE0+MQCu7iQFBejCFGIQcDi+PPVbKJ5/UcNRR8TzxxAjGjVOKSa/Xx4cfJpCXFx3kKMWAcNyf4c0zYdt7cNilwY5mcCpeCdXb4dTHgh2JEGHh889rKSy08cQTI6RgVGwxAAAgAElEQVS47IPy8mYeeqiEadPiefDBPBITDy47rrtuCJ98UsNf/1rMkiWVXH55ehAiFYEmPZhCDDLl5U7uvHMPpaUO/t//y+Kyy9JlWIpQ18Kjldlkb9wQ7EgGp/9eBOXr4Pa9MnusEF1obvZy0UVbyc6O5oUXRgc7nLD27LMHePfdKj799HASEjrf9tx7714KC618/PFEoqOlGzPcyScoxCBSWeni5pt30dDgZuHCMVx+uRSXoh/MvA9MhbB3ebAjGXxsFbDzYzjyJikuheiGxYvNVFa6uOuu7GCHEva+/76BGTOMXRaXAFddlUFtrZs1axr6ITKhNikwhRgkLBY3t966C7vdw/PPj2bCBEOv23I4vDzxxH4sFpkFTnTD2PMhdRx893iwIxl81r0EGg1MuTbYkQgR8lwuH+++W8WsWUmMHBkb7HDCmt3uYd++JiZNiuvW88ePN5CeHsW339arHJnoD1JgCjEIOJ1ebrllN9XVbp5/fjT5+X2bar252cv771exYoUlQBGKAU2jhel3wr4VULE+2NEMHl43bFgE4y4Eg8wKLURXVq60UFvr4pJL5DrAvtq/vxmvl24v7aLRwOTJcWzb1qhyZKI/SIEpxCDw/PPl7NnTxFNPjWD06L6flTUaI3jxxdGcdpqspzfYPPRQCXPn7qW0tLlnL5x0FcRlwg//VCcwcbBdH4O1TBkeK4To0nvvVTF6dCwTJ/Z+hI9QlJU5AcjK6v6EgaNGxbJvnwOvV62oRH+RAlOIAW7jRhtvv23mmmsymTy5e0NVumPy5DiMRpmIerAZOzaW9ett3HTTLiorXd1/oS5aWYNx23tQX6pegKLVupcgdSzkHB/sSA6yd68Dp1OOIkXoKClxUFho4+KL03rdRlOTl7lz92IyOfsUi8fjY8GCci67bBsPPliMw6H8rzQ2eli/3kpjo6dP7feH+nrlEpqkpO4fJ8TGanG7fXg8Mv9ouJMCU4gBrLHRwwMP7GPUKD3XXTck2OGIAeDSS9N59dUxNDd7eeihYno0D/mRN4E2EtYuUC0+8Yu6fcqkSkfcSKjN5NXQ4GHOnG0sWyZD7EXo+OaberRaDaeemtzrNjZvbuTLL5Vhtr3l88H99+/j9dcrGDYsmi+/VNarLipq4pJLtnHjjbu46KKtlJY6ev0e/aGx0YNWC7Gx3Z9czG73EBWlQSfzkYU9KTB7wOPx0dDgoblZzrqK8LBoUQU1NS4efjiPyMjQOsgU4WvYsGjuuy+HgoIGPvywuvsv1KfBxDmw/mVw2tQLUCh/Y120MjQ5xNx9dxFeL92e/EMEVkODh6eeOkBlZd962QaaNWvqmTDB0K0ZTw+lrk7ptevL2plLllSyfLmFuXNzefLJEZx3XipfflnLPffsJSpKwzPPjESr1fDYY6E9EqS52UtEhBZtDyqNTZsayc+PRauV45VwJwVmFyoqnLzySgWXX76NGTMKOfnkjcycWcill26TqZRFSKupcfHuu1VcdFEa+fkyG54IrNNOS2LmTCMvv1zes6GOx9wBjjr4+T/qBTfYeZxQ+CpM+A3E9r43Rg3r1lnZsMGKVtuzoXMicJqaPHz+eQ2XXbaNN980y0lzlKGtGzfamD49oY8tKUM6NL0cNVBZ6WT+/DLOOiuZ889PBWDkyFgsFjcHDjTz6KPDmTHDyDXXZLJ2rRWzOXRPEvT0T7Bxo40ffqjnrLNCa5slekcKzEOorHTxl7/s4/zzt7BoUQVDhkRxww1DmDw5jmnTEigudvD882XBDlOIQ3r9dRNeL1x5ZWawQxED1E03DaWqysXSpT3oxUyfAPmnwI/P0rPxtaLbtr0HjZUhN7lPU5OXhx8uYfjwGNxuH6tX1wU7pEEpIyOKN98cxzHHJPD00weYPXsLr79uCovr+tSyfr0Vp9PHscf2rcCMiFCqqt5eQ7hwYQU6nYY77mhdgzMmRjlUP/vsFMaPVyYfmjYtAZ8Ptm4N5RlXNfi6uY0vL29m7tx9jBwZy8UXywy+A4GcPuzAmjUN/PnP+wAf118/hEsuScNojMBsdvLKKyaam73o9Vr+7/+6PnB3u3389FMDe/Y0UVHhJC0tkry8GI4+OoG4OBlkLtRRXe3igw+qufTSNNLTez9UR4jOjB2r57jjjLz+uokLLkjr/jDso2+Dd86DfV9B/mnqBjkYrXsRMibBsGnBjqSdl14qx2RysnjxWB54oJhvvqnjnHNSunydzwfFxQ6Kix1YLG5iYrTk5EQzdqy+5YC+N7xeHzt22HG74bDD9Oh04T8s7+efG1m3roFrr+38mvv09CgefTSfq69u4rXXKliwoIzFi81cfXUml12WTlRU+P8temLDBisJCTrGjdP3qZ2oKKUYdLl63itcUeHko49quOaaTJKTWw/Pa2uVYbe//W3rUkNDh0YB9GyitX4WFaXpVqFdU+Pixht3AT6eeGLEoMu9gaolgy0WC/v37yc7O5ukpMAvPWC32ykqKiItLY3MzMD3qLhcLnbt2oXBYCAvL6/X7WzaZOPuu4sYN07Po4/mtxyc+3w+6ur2MX++HoMhi7y8WKKjO+8A/u9/q3jlFeUaOJ1OQ1paJLW1LpxOH7GxWk4/PZlbbx3WMkyouLiYujoba9cmMWdOJkuXVrNsWS3z54/qdLbOjRttPPXUAa64Ip0zzjj00AKTyURVVRX5+fkYDIGbgnvbNjvjxumpr6+jtLR00OfQofh8Pnbv3o3P52P06NG9HkLTmZKSEmw2G59/HodWC1ddFdi/U9scio7Ws2pVHSefnBiw6yXq6vonh1JTUxkyJPCTHrlcLnbv3o1er1c9h0aNGoW2Jxe3dJM/h0aPHk1kZNcnJ/7v/zL53e92snp1Haee2vVnZjKZqGrO5TDjcLQ/PhvwAjPcc8jtdrNr1y5iY2MZPnx4zxuo2gal38I5L3X4cLByaNeuJt55p5Irr8xgzBg9M2cm8P771bjdvkMWic3NXt5808yiRaYOh2HHx2u5/PIMrr12SI8KTa8X3n+/ildfraCqSjlAf/TR4Zx+urL/9OdQVlYWycm9H6731FP7iY7Wcu21Q4iNbf07d5VDxcUO8vKUtQOrqly8/XYlmzbZeOGF0V0efL/xhonVq+uZPLmWpCR9uxxyu338979VpKVFtiwxNXp0LH//ez6lpQ7uvruI+fMPsHRpFX/6Uy5HHRUPKAXA229XsnatFY/Hx7hxeo4+uomcHI3qOTRq1CiioqIC3r7ZbMZsNjNixAgMBgN79jQxcqS+z/sy/+dTXd1AXd2uHuXQ++9XERGh4fLL2/fgff21hYQEXbv1q10uB5GRYDbXAYHv8evzdgjlb+H1gsvlO+jkY9vtkE6XRWZmFA88kNujJU26UlpaitVq7bccCrRAbYcOpampiT179qi2L2upWkpKSqitrcXr9aqyUy4rK6OqqoqGhgZVioOqqirMZjMAWVlZRET0vHPWbvcwd+4+8vJieOaZkRgMrT2MDQ0NlJUpQ2JHjMjstLj0+eDRR0v43/+qOfnkRObMyWDCBAMRERq8Xh/79jn45JMaPvigmjVr6vnnP0cwenQ0e/fuZePGSN56q5nU1Gj+9a8DACxdWn3I3lKz2ckdd+zBZvOQnNz5wWBRURHNzc1ER0czevTonv55OvT99/Xcfvse7rknm9Gjy6mtrcXj8aiSQ+Xl5VRVVVFfX9+nHPL5oKysGafTR3JyBImJSq5UV1e35NCwYcO6dXDdE1arlQMHlM80IyODxMTEgLbv8XgoKirC5YJPPmnm7LNT250FDYS9e/ficDiIjo7GbM7gvvv2Mn/+qABct6IoKSmhpqamX3JIjQ1qdXU1JpMJCO8cAkhMTGTYsGFdvmbSpDjy82NZurS6WwWmP4dqRlxGWuHjYNkLSfl9jt0v3HOoqqqqJYeysrJ6nkPrX4aoOJh4eYcPByOHPB4fDz1UTGZmFNdfr/zNjj3WyOLFZn7+2cbUqfEHtVNV5eLWW3dTVNT0y4Qm+YwdqychIYLvv/+JkhIXu3cnsmhRBVarh7vuyj6ojY7U1Li47769FBbamDo1jpkzjS03P38Oud3uPh3Ymc0uVqyw8PnntVx77RBOOy2J+HhdSw5t3dpAaambk05KbCnmNm9u5JprdvDkkyP49tt6PvusBtBw/vkpXRbRLpePn36y4vX6WLeuhpEjze1yaNs2O089tZ8LLkg9aA3jnJwYamrcnHVWCnv2NHHLLbv44otJNDV5uPLK7TQ3+5g+PYGoKC2rVllYutTNaac188c/pgf8/6xtDhmNRrKysgLaPijboaamJqKjoxkzZgx79jg48URj1y/sgn84a0lJBUZj93PI6fTx4YfVnH56UrsOBZPJyZYtjRx1VPt9bHl5OW431NXV9jnmjvx6X9abAs1/nNzc7CUysv2IPZvN1rIdmjIlnYULx/Qx4va8Xi979uwB+i+HAq20tJTq6uo+b4cOxb8dqqurU7fAzM7Oxuv1qvIhAAwZMgSbzUZaWu/XF+pMamoqKSkpGAyGXhWXAC+8UI7F4mL+/FHtikuA+Ph4MjIyWr7uzMKFFfzvf9XccUdWuyENAFqthhEjYrn99iwuvDCNu+8u4rbb9vDqq2PIyclh/34b4KGw0MrIkbHU1rpbZiXryIIF5dhsHs4/P7VlB3UoeXl5VFZWtkukZctq+fDDGk46KZFLLun5Z/PvfysboM8+q+WUU5Qcys7u3o6+oKABk8nJ8OExDBkSRWpqZKdnDzMzM7Farb3KIa8XVq+uY8mSSrZta8Rubz0bHhen4/jjjZx6qrElhwJdGCjvE0dmZiY+n4+EhMAUZG3pdDpyc3P58ksrNpuHCy5IDfh75ObmtuSQy6XsPJqaAjdBRFZWFh6Pp9s51FN9yaHuSElJGRA5ZLPZSE3tfv6cf34K//rXAQ4caO7yDLQ/h2IP/z1sfgY2LIJTHu1r6C0GSg7p9fqe55CnGTa/CYf/FqI63h/0Vw5ZrdaWHHr77Up27LDz/POjWg46x40zEB2t5aWXKkhIqKSkxIHJ5OLMM5P5059ymDevmOpqF1OnxnPgQHO7kxeTJuWSkWHiiiuGM39+LcuWWbpVYJaXN3PTTbuw2Tw89dRIjj++44IiOzu7wxzau7eJDz+sITJSw2mnJTFmTOfDKWfMMLJihQWn08ejj5bw2GOlDBsWRXQ0VFQYaWyEqKhqjjmm9bPyj2h64on92O1e5szJYM6c9C5PIAOsXdu6PmJtbTzZ2XHtcsg/XLGjfYPD4aW+3s1hh+n5y19y2bWrieTkCKxWDZdems5FF6WRlqa0Zbe7efjhrXz5pYbx45v57W+7DK1H2uaQWv9nubm5mEwmhg4dis3moarKGZDJ8PxDZBMT0zAau78dWru2AYvF3TKxj98PP9Tj88G0ae3/nw2GdHy+OrKy1JkQJzk5uWU71NveP71eOY5ubPQcdEmYwWAgMzMTr9erynZIq9WSl5dHQ0NDv+SQGrKysnC73aruyxoaGnq0r++JlkrMv1NTS1xcHFOmTFGt/aioKCZNmtTr15eVNfPee1XMmZPRbhiCn1ar5bDDDuuynX37HCxaVM7ll6cfVFz+WnZ2NAsWjOKqq3bw178W88orY8nO9vLmm5uxWj289tpYZs/efMizloWFNpYtq2XSpDjuuafrBBw2bFi7HomvvrJw//37yMiI4oknSjnqqPiWYTndsXVrIxs22Bg2LJriYkePc2jZslo+/rim5Xv/MOKEhAgOO0zP8OGxjBkTy7hxevR6Xa9zqLzcyV137WH37iZGj9Zz2WXpjBqlJzZWi8XiZvduOytX1vHZZ7WcfnoSc+fm9vg9ukOr1TJ+/HhV2vYbMWIE69bt5LDDfF0e/PRG2xyqqVEm6Bg+vPs5cyiVlS6WLKkkIUHHZZdN7nL4eW+F+naoK/2VQz119tkpPPdcGV98UdvleqvttkPjL1ZmOz3pr8r6mAEwqPdlW98FezVMvf6QT+nvHDKZnLzwQjlTp8ZRU+NiwYJyNm+28fPPjTQ3e9mwwcq4cQYOO8zAqadGccwxRmpqXPz4YwP33JPDli02bLb2k88MHTqUoUOH4vH42LOnvFsjNWpr3dx8827cbh+vvjq2031dcnLyQT0GtbUufve7nWg04HYrJ1cvuCCVu+/OOeSw1aoqZYbPCRMM3HbbMNasaWD/fgeNjR5SU6MpKGjg7ruzOf741l5k/xIZV16ZwQUXpLYULN3x5Ze1pKVFkpERRVmZjlGjRrV73H+Nqct18HVx/mv50tKi0Ok0LdcixsfruOmm9gfQen0Ef//7JGJji1mwoJwTT0wK6NBG6N12qCf8OQTKZUY+H4wY0fcC0z8UOjLSwNSpU7v9utWr60lOjmTixPZL92zdakerhVmz2ufjL51/HH1016NMeqOn2yGf7+BZY+PjlVy2Wj1k/OpwuD+2Q/n5gRsZ05G2OaSGjrZDgWQwGFTdl8kkP7/4979NxMR0b+Kezrz5ppm4uAhuvrl7SZeSEskf/pDFvffupbDQytSp8dxyyzAefriEjz+uxm73trt2w++TT2p49NFSfD74+9+H92gnBLB/fzMPPVTC9OlG/va34Zx99s989lkNv/999zdWr71mIj09kt/9LpOHHiqhstLVowllHnwwj9tvz6KkxIHZ7MRkcvHNNxY2bWqksdHDhx9W4/Uqs7JNnRrP7NkpnHZaUo+utSkpcfxy8Tg8++xIpk83djB1dgp33pnN//5XxVNPHcBm28fTT4/s0dpNoaK42MHPP9v485/VKZLb2rfPQUSEhuzsrg8sCgttLFhQhtns4qyzkrnxxqEtn4PN5uG663ZisSjXJxcXO3jwwTx1gxcBZTRGMHlyPD/80NBlgdnOETfCpsWw40Ol2BR9s2ERDDkChnT/wFZtjz++H6fTy4YNNjZssKHXKxOp/N//ZWCxuHn//Wqee25Uu7UH9+5tAiArK5qCgvoOJ8Tbv7+Zxx4rZcsWG08+ObLTGLxe+POf91Jf7+a11zovLn/t22/rKSlxkJgYgdXq4cMPJ5CWFsl//lPJSy+VYza7ePLJER3ulzy/1MVr1tQzb14uc+a0Xiv3yCMlpKZGct557U+G+E+u6XSaHu3Xm5q8rFxZxwUXpBITo+Wtt8w4nb52xW9nM5xWVyvFsL+Xsi2vV+nh1Ovbx3PnndmsWlXP4sVm5s7N6Xasoaa42AHQYedCT/k/sx4t3QQUFNQzc2ZCu+MOu93D6tV1zJhhJCOjfS/izz83otNpGDUq+EuQvfxyOUuWVDFjRgKTJsUxalQseXkxLQVmQ8PgnZ14MJMCE7DbvXzxhYXzz0/p0wK7Pp9yTeKppyZRVOQgOlrD6NFd9yKdcEIiOp2GzZsbmTo1nvPOS2XDBhv//Od+vF5axq57vT4KC238+98mfvhBWYPz2GONpKf3bPiC1+vjwQf3oddreeihPOLjdUyZEs/XX9ezcmUd55+f2mXv644ddlavruPOO7Nbfsd9+5raFZh2u4dFiyq47rohLUMlfi0xMYLExNYzdlu3NjJmjI///GccDoeXnTvtFBba+OorCw88sI9XX63ggQfyOPzwri+o9vng4YdL0Ok0LFw4mqFDD10IaTRw4YVpGAw6/vznfXz3Xf0hh0+Fsg8/rCY2VtcyWYWaSkocDBsW3WXB/803ddxzz15ycmKYONHAokUVpKdHcuGFyrCVl18up7raxX/+M47Vq+t44YUyrr9+SMvntWmTjQMHmjnzzBRVi/6XXirno49qGD9ez9ixepKTIzEaI0hJiSArK7pPC2cHQn29m82bGznqqPhu9fBWV7tITe2/mKdPT2D+/DIaGtwkJHRz15J9rLJsyfqXpMDsq+odUPINnPNCsCMBlHxdvtzCt9/WcdddWRx/fCLR0VpSUiJbTi7t2dPEu+9WsW6dlZNPbu3F8w8HNZmcOBw+oqOVFzidXr7/voGPP67hu+/qiY/X8dhjIzjuuM631UuXVrN2rZV//COf4cNjWLOmgTfeMBMVpSEmRktTk5fKSic33DCUk05qf03qokUVGI06TjpJGaIbHx9BVJSWa6/NJDc3mj/9aS8vvVTOLbccfHLWaFT2ey6Xj1Wr6jn33NZisrDQxtFHJxw0c21UlBaNhnZrU9psBw8x/LXlyy3Y7R5mz06hocHNK69U8PPPNo48snVopdd76DUa/TOVdjQU98UXy1ixoo73328/iis+XsesWUl88YWF++7LCcuTsqDMZREbq+10MsXu8m+bHY6Di/h166x8+mkNHo+PE09Masn5+no35eVOJkxof1yzaJGJujp3h6ORVqywcNRR8cTEaGlu9rJzZxNut5f8/NiWeSX6y6xZKdTVeSgoaOCzz1qvCfXn7NNP72fCBANDh0YzYkQskyYZDnlMqAaHw8unn9awZUsjxcUOdDoNRx+dwNVXZ/S4c0Z0nxSYKGcXlQ1z38Yh19e7qapyMXZsLLffvofTTkviT3/q+qyeTqdBo1HOEvo9+GAu0dFaPvigimee2c8bbyhrVDU3e8nIUNbkfPnlCk48sesJGqxWD488UsIf/5hNamokb7xhZvPmRp55ZiSJiREcONBMVZWLffuayM+PZcaMrgurZ58tIy0tiosvTsXrBa0WioqamDatdSy9yeRi8WIzU6bEd3kA0PoaZ8tQm5gYLZMmxTFpUhxXX53J+vVWHn98PzfdtJMnnxzZ5cQyy5fXsnGjjSeeGNFpcdnW6acn869/HaCgoCEsC8zVq+uYOTPhoDPNaigpaSYnp/O/a2mpg/vv38fUqfE8/fQIoqK0NDUpJx7OPTcVu93LBx9Uc9FFqeTnx5CSksqLL5azYkUdV16ZwTff1HP33UV4vT7q6txccUXnJz46Ulvr4ocfGti9uwmHw8uwYVFMm5Zw0E572rQE9u1zsHGjja+/Pnh9vtTUSM44I5kbbhhy0DXa/WHFCguPPlpKTk4MZ5yRxLHHGpkwwdDhYtZbtzZy9dU7uP76odxwQ+Av3u/I9OkJPPPMAdautXLKKT2Y9OOIG+Dz26F2NySP6vr5omMbFkKUASZ0PLlPf/vjH/eyYYOVqVPjuOyyjA7zdMSIWFJSIvnxx4Z2BWZiYgT/n73zDo+q2vrwOzOZmt4bCSEkoXcEUVFUUC+oFxEFFBSUIs322RVsgNjFhhcRFbEhoFhQuRTlWlB6h0B67z2ZTP3+OM6QYSaNZEgC+32e++BNzpyzM7Nm7732Wuu3oqLU7N9fgclkRa2W89ln+axcmUN5uYmoKDXz5kUwblxwo46XwWBlxYpsLr/cj6uukuxSrZbW3KIiIxkZtfYUXFeprllZtQweHETXrlJ069ixKvs6d/XV/kyaFMonn+Rxww2BREc7RsDCw6X50cNDxm+/nXYwrVbIzKzlhhucU7llMul6g8FKenotr7ySwZ49Ffz6a/8GD/O++aaA3r09iYvTYjRa0ekU/PlnuYODaYuq2YRo6mJzMAMDnbeFv/1WXm+kbPBgH9auLSAjQ0/nzi2PALYF+flGgoNbR2VUo5E+I73eMYK5fn0BS5emEx6uQqORs2lTMdOmhTF3biSnTkkR+7oBicTEaj79VBIdPPNwMyVFz4kT1Tz+eGfeeCOTdesK7M9TKGSMHOnPww9HnTNHMzpabS/TKi83kZSkJy1Naiu0Zk0eFRVm/ve/MvLyjFgsVgYP9ua99xoWmiwuNnLffafw8/Pgrbec1wWrFT7/PI/t20t54onOdOmiITGxxt7CqC5791bwwgvpREWpiY2Vvh8rV+ZgMlm5++4wHn44meuvD+Saa1pfFM6GwWDlr7/K6dfPs+kHsB2cC+OvbITkZD1qtbzF+ffe3gqUShnHjlVTXm6iT5+myRbn5BgwmayEh5+e4ORyGaNHB7BhQwG33x6GXG7F01NBnz6eDBzozXffFSGT0STHraLCxNatJajV0sTzn/9kM2KEH7m5Ru699yQ7d5ajVEoLztKlXRqtqdu2rZS//y7nuedOp+ZGRqo5dUrvcJ3t9LaiounpEbm5Bvr393L5u0GDvFm9ujuzZyfy8ssZbNjQcE3s5s0lxMVpufJKP0wmKxaLtdHTKpkMfHw8nGp+OgJpaXrS02ubl6LYAjIza7n22vonZFsE2ctLwdKlp21l6tQw7rrrBDt2lFJaKh2a3HqrlDrm6+tBt2469u+v5JZbglm6NJ2+fT3x9fXgs8/yue021xtVVxQUGHnnHaku0GSyEhCgxNtbwcaNtbz5ZhbDh/uycGGMXVSjf38v+vf3wmCwMHHiUWJiNDz0UBQFBUYyM2vZs6eSr74qoKbG7FSna7FARoYeg8FK586aemuyamstbNpUzM6d5eTkGLBarQQFKenf34tRowLsvc1ccdNNwej1Vl57LYMPPsjh/fdz6NvXk7ffjnc6De7Z05MpU0I5dKiK5GR9q6R+NUbXrlqCgpTs2VPZPAez3x2w5XEpvXPki+4b4PmMuRYOfCI5l+rWF8xoLgcPVrJ3bwVqtZynnupc73dWJpPES3buLHf63SWX+PLjj0XExGiQyeT873+l6PWWZqtW//ZbGYWFRqZNO13+MnCgt1251mSysnlzMa+9lsmSJemsWtXNIR1Rq5VTVWWmVy9PevbUUVvrGJmaOTOcr78u5OuvC7nvPkeRxLg4aU/h7a1gz54Ke52axWJbjxzfmPR0Pfn5RqxWGT/+WMR772Xj46Pgqac6N+hcJifXcPBgFQsWSPOSUilj6FBvfv21lPnzT0dWbeuaqwOy0lITWq3cZXaEq7HasKVB1hXO62gUFBjOql+01Srtb7Raub0Nh0ajQCaDmprTe4jqajPLlmUxcqQ/ixd3QS6XsWxZJh9/nMv11wdSUiI597aMk9paCwsWpOLpqaC83OQUWf3oo1x8fBT89VcZv/5axgTxqrgAACAASURBVC23BDNihJQhsHt3BR99lMvJkzV89FG3cxopBGn/NGCAFwMGSPu4r74qYPToQGbMCMdgsJKcXONQ9nX4cBVLl6azaFEXh9T199/P4dgxqf7UVX3n229n8fHHueh0Cl57LYO33orn0UeT8PRUsGZND4drL7nEl99/H+Bg2/fff4rdu8u56aYgKipMHDpU2SoOZmWlmZwcg8OBTG2thRkzTnD0aDWdOqn57LOeTkGAffsq+eSTPJKSakhI0DJnTmSr6Fu0JSI2jHTi4ufn0aL0jtxcAwqFjFGjAuzCNbm5hia99vDhSgCniIqt6H7SpGDuu68T06eHM3SoD0qljAMHKomKUruslziTiAg1993XiS1bSnjwwSQMBivbt5eyZIlUN/nAA1G8806CwzPro7LSzCuvpDNwoBf/+tfpNMy4OK39FM6GbSG2pTc1hslkpaTESGho/X+TRiPn4ot9yMmpbfRef/9dYZeef/DBJJ54IqXRMWRk1JKaWkOvXq0vkONu/ve/MuRyGZdc4v7Ia3W1maIiI5061T8BbtlSwr59lfzf/0U5nNj17etFRISa7dtL+euvcrp21TrUccbGasjIqOWrrwooLDTwyCPRjBkTQF6egZSUGlePcuLXX0sZP/4Iv/xSyl13hfHtt73ZvLkv69f3Yvv2/jz5ZGf27q1kxowTTvUhHh5yjEYrXl4eRESo6dfPizFjAlm4sDNDhnhz7Fi1w/WbNhVz/fUHufnmI0yadJQRI/axYEEKeXmO3//ExBpuueUoS5akkZ6uJypKTUyMhrIyE+++m824cYd55ZUMDAbXjallMuwns//5TzdeeCGW48dr+OCDXKdrs7Jq2bixiD//LOOrr/Jd3q+62uKQNdFSZDJpHkhNbdpnZEftC71ulcR+zA1/rwX1cHQdVBdI0eB2wMqVOQDMnh3hFNU7k2HDfMnKqrXXwdkYPTqA8nIzx45VU1Vl4a67wpHLJXXVgwcrmzyWvXsrCAhQOqUf2vDwkDF6dCCrVnXHaLSweHG6w+/j4rQcPFiJQiFj9eoeTpktnp4K+vf35OhRx3kBICJCRUiIipoayz8ZTtKcoFDICApSkpHhaO+PP57CPfckYjJZKCoycs89EXz9dW/+9a8A0tL0zJ9/0qUjt3FjETqd3KH1yFVX+ZOaqicx8fS4CgttabDOsYXKShPe3q5jDn36ePLHH+V2hdq6/PJLKSqVrNFslvZMc/UjLBZ4990srrhiP1ddtZ9LL93HjBkn+PHHYsBqP5SwkZhYQ3W1mYkTQ+xK+VOnhmGxwN69lXYldpvT8dprmaSm6u1RwbqNEdLT9fz0UzFjxwaxbVsp8+ZF8tBDUQwe7E2fPp5MmxbG8uXxZGToXa4N55qAAA+7A61SyejeXWePdJeVmXjggVOYzVaH1GyrVUr5BggLUzk5lz/9VMzHH+dy111h3HZbCPv2VZKcrCcjo5bjx6td1nzWdS6tVimwFBmp5u+/yzlypIq773Y8mDeZrOTnG10KYtWHXm9h1qxEJk06yrffFtp/vmpVLidO1PDww1FkZdXy00+OrWW2by9l1qwTpKbWMGiQN0eOVDN37slm1/G2N4SDiZSOU1JiapYh1eWXX0q54YZDnDxZw2OPRdsV4Vyl2bni559LiInROJ1WFBYakMud0yNAOvXp3dt1pM8VU6aEMmVKGDKZ1Bj9tdfi2Ly5L1980ZNJk0Lo1Ek6sbVNBPXx0ksZlJZKEZy6X/q4OC3JyTX2Gg+Q0o/A9fhdUVhoxGKBoKD6ozg1NRZ++KHYIe3HFcXFRqqrzSQk6Ni9u4I//ijjiisaTyd+++0svLwUjB7tPhVKd/Hbb2X06eN5TtJicnOlz7a+iJvFItVW9u3r6TKaNWyYD7t2VXD4cBX9+jnasb+/ByUlRtauzeeKK/xISNDalfWOHHHexJ3Jli0lPPxwEr17e7J+fS9mzoxwSJHWauXcdFMQK1YkkJtr4O23Mx1ev317CTk5BocDFJAitn/9Ve7gwG/eXMLTT6fQtauWF1+M5c0345g8OZTffy9n8uRjpKRIm+bCQiPz559EqZTxySc9+Pzznixe3IXnn+/CqlXd+fnnvkyZEspXXxVw//0nXYpwAKxenUtkpJp+/TwZNcqf7t21pKfrna5bvjwbg8GCTIbDCXZRkZFFi9K45poDXH75Pi67bB8zZybyzTdSw/uW0rmzxslRaBKD75HUT49taPEYLkj2vA9hAyBicFuPhKSkGv74o5whQ7y57bbGU9ovuUSqQ9yxw3G97NXLk969PTEarVRUmLjoIm8++KAbCgXcffcJnngihZMnGz/MKC01ERysbDTzITpazbRp4fz5Z5lDa7DrrgsgMbGG334rc/k6q1WaD22RvDMZOtTbnr5YVHT6vkOG+LBlS4k9NRXg3Xfj+eSTHmg0ciZODGXatDB7CvDHH+dx5Ei1UyTTYpH6J153XYDDd/3KK/3w8VHw2WenD5hyc2vx9FS4TCuuqrLg5eV6Szh5cijV1Rbuv/+U3SkuLzfx2muZrF2bz5QpYW1SNtBaSPXqTU+R/eabAlatymXYMB8WLoxhzpwIjEYrCxakMG3aCXx8POzOPJx2buoeDtg+d09Puf0QXq+3snZtPuvXFzB7doS99Zzt0FESdUzH11dhbzXjKjDSs6cn//pXIN9/X+T8y3OMv7+SkhLXgYtPP82nqsrCK690ddA/yc012L+Dw4c77ttSU/UsWZLG8OG+3HNPJLGxWvR6i8Pf6mpNrMtff5WTnV3LqFH+9OnjicUitfix8dVXBVx11QFGjz7IZZftY/78k+zf3/ih1nvvZXPqVA1du2r56KM8rFZJ4Oizz/IYOzaICRNCiIvT8vffpzM2LBYrL7+czoAB3nz5ZS8WLuzM88/HkJ8v9T/tyAgHExgwwBuDwcK2bSXNfm16ei3PP5/GoEHedO2qRaeT89JLsTzxRDQnTlS7TP2pS3a2gT/+KHPazNp+FxSksqde2NDrLWRk6O0y4k3h+PFqVq/O5aabgpk/P5LLL/d1ODGyOSUN9dzcuLGQTZuKuO++SCcVvvh43T/jOn0ia1MCbIrKKJx2SIOCXDtIFouVZ59NJT/fwPz5DfdrtaXlensr+PrrQsLDVYwZ07DwzbZtJWzdWsLs2ZH1bhbaK1VVZvbvr3RoFu5OysrqPwkH6dAlJUXPjBmu1ZT79PGksNBIXp6B7t0d7VinU1BSYiInx2AXAgoOlgR3bDZVHydP1vD006kMG+bLsmVxDR5udOsmtaz5/vsie+qYwWDlnXey6dXLk4svPp2GZ7XCiy+m4+WlcKgDXb48i4su8mbZsniuvlqqi5wzJ5IvvuiJVivnxRelaMibb2ah11u4/HJfvv3WedH38/Ng7txIXnwxll27Kli7tsDpms2bi9m7t5K5cyPsp+A5OQanLIbKSjPbt5eg0ymwWrGnMVdXS2q9//1vCSNH+vPoo9FMmxaGyWRh0aI0Jkw46jIK0xw6d9ZQUGB0GelokMghENYf9qxo0fMvSIpOSOI+7SR6qdUquP76QJYsiW1SVpCvrweDBnmzZYvz+nvXXVJaa0GBtDZ066bj0097cu+9ndi1q5xJk44yffoJ1q8vsK8fZxIQoCQ31+Bw+Fn/2OVYrY5tPEaNCqBvXy8WLkzh4EHHDZ/VKs0Byck1/PvfrjUcbHWf4OgMzJgRjtFoZcyYg4wde9j+XtjaclVXn/4OJSfXsGlTEePHBzulqsrlMu69N5JZsxznWo1GzuTJoWzaVGTfqJ46pa837U6vt9QrHta5s4ZXX+1KUpKem246zMiRBxg16iBffpnP1KlhTs/uaFRWmu0lPU1h927J2dixo5SRI/2ZOjWMjz7qzrJlceTkGCgrM7Nrl5QSDRAfr8XHR8HmzacjV8uXZ+PlpWDYMF97re6qVTm88komY8YEcuedYfj4eKBQyMjJkSLfa9fms2tXBY89Fk1UlIYRI/x4//0cDhxwdn7i47UUFRnrzYg5VwQHK+3f3zPZsaOU4cN9iYx03CNWVEj7Cw8PGRMmnO5haTBYeOKJZHx8PHj22Rjk8tN7kM2bi+3/nZ1df/agyQRLl6YTGqrisst8iY3VEham4o8/yv75vZW33sqif38vlizpwqxZ4WRlGZgx44Q9M8MVSUk1fP55PpMnhzJrVgTp6XqOHavi++8Lqa21cMcd0r6hRw+dw8FYenot+flGJk4Mse/1bSJcDfWF7wgIBxMYMMCLQYO8WbQoja+/Lqw3elAXq1VySKZPP4FGI+f557s4LB5jxwaRkKDlpZcyHBaKM1m5Mhu1Ws748c6NYLOza4mMdD5VS03VY7E0XVJbr7ewYEEK4eEqHnjAtWPm4SH7p7+X6799794KXnwxnZEj/e31cnWxObt1I0x791YSEaFqcgTztIPpfL3BYOXpp1PZurWEJ56IJiGh4XpZ22m1wWDht98kZd+GvqwpKXoWLUpjyBAfl59Fe+fo0WpMJmujkd3WRkprdj6U+PzzPBIStPXWStU9oDhTPML2PQoKUjo0l46OVpOV5TqF0mKBOXNOcvfdJwgJUbJkSZcmtbO56io/DAYrR49KG7D//CebzEw9Dz8c5RDx+OabQv78s/yfdF9pI1JYKAmEjB7trG4bEqJkzJhADh2qoqTExM8/F3P77aFkZxs4dqz+U8kRI/wYOtTHKYWmuNjIyy9nMGSIj10hOD1dEuc6M5Nh9+4KDAYrxcVGhg3zsQtH/PJLGRkZtbz3XgKPPBLNLbcEM2NGOKtWdeeDD7ohl8P06SdcblaaSliYCqtVem+azaCZkPoLFB476+dfkOx5H5Q66HNbW48EkLIannkmplmZFKNHB3D0aLX9e2hj+HA/+vXzoqTEZD/UUqlkTJkSynff9eGppzpjsVhZujSd6647yB13HOM//8l2SC279FIfyspMbN3acEZRRYWZjz7KpW9fT4dDG7kcXnkllrAwFTNmSJHTjRsLWbu2gOnTT7BqVS533hlWrx7CJZf4EBUlqVB36XJ6ruvUSc3q1d2ZOTOCOXMcHbSgIKXdqaiqMvPkkykEBSmZOtV1RHjcuGCX6+zkyaFER2tYuDCV/Hwj+/ZV0Lev68wnV3VudRk2zIeNG3vzxBPR/PvfQcyfH8mGDb2YOzeyw6rHgrR2mExWuw5FU7Bl7hiNVof93aWX+vL22/HU1JjJyJCEeEDaX912Wyg//FDMb7+V8e672WzbVsL993fC21tB9+46/Pw8WLeugMsu82HBAilDTKmUMXiwN199VcA33xTy+uuZjB4dQHi4muJiI0880RmNRs7s2YmsWpXjECHdvbuCiAhVvbWz54qQEKW99Grt2gK7IweSbkS3bs57ubw86frx44MdUuyXLcsiKUnP4sVd7GU3NqcsN9fA9dcHIpfL7OUp//1vCS+/nMHevZX8/XcFq1blMmbMQTIza4mP19r3hMOG+bBzZ7n9QMDDAwYN8uKaawK4665wvvqqJxMnhvDee9kOvdvr8uqrmQQGejB9ejjDhkmlbH/+Wc433xQxdKiP3YkOC1PZU+XhdMuguqVkP/xQhKenollBpPZIB54WWg+ZDF59tStDh/qweHEaN910mGXLMvnzz3Ly8w12A6isNHPwYBWrV+cxYcIRHnkkmagoNStXdnOKIsjlMhYujCE318AjjyTbc+zrsm1bCd9/X8SUKaEu5bEzM2sxGKxOqbu2TXZTI4NvvJH5T6S1i8uemiAtLvUtMHv2VPDAA0nEx+t4+ukYl9eEh6scToEMBiu//VbWJEVaG7aUET8/x/eyoMDIrFkn2LxZkkK/8cbG1X4jI9XI5bB1aylVVeYGHa+8PAP33XcKLy8PFi3q0mQRmfbEsWNST6zGHO/WwiaM8+yzadx113GH36Wl6dm3r5Lx450PImyEhUkLtEwGsbGOY7Z9V6680s/hUCA8XFXvyWRBgYG//y6nutrM7NkRTU7XstlaRYWZHTtK+eSTXCZPDnOo18rMrOX11zO46ip/h2bXtjYC9T3rwIFKoqPVHDpUidlsZeRIP0pLnQUbziQ6Wu0QjbFYYOHC1H9SsE6LC/36aylyuczJibfViHp4yHjggSj7z22bQFelAP36efHxxz2IidHw7LOpTTpkc4XtGWdV29l3Mqi8Ye8HZ/XsCxKzQeoj2qd9iPucLddcE0BIiJKVKx1rxmQyePLJzlx0kbdTOw+NRs7YsUGsWtWdb7/tw8MPRxEQoOSbbwodtASGDPFh0CBvlixJY98+14cnGRm13HNPIsXFRh5/3LmHcECAkg8/7M6MGeEcOFDJ88+n8dJL6ej1FpYujXUQ0jkThULGG2/EsWxZnNNmPzpaw7RpYU5tpYYN82HHjlKWLctk2rTjZGTU8sILsc0WbFGp5CxZ0oWCAgM33XSYqioLY8e6Xj9VKlmjTpa3t4Jx46QsqMmTQ50iTx0R22FEU7UiAG69NcTu4JyZOt2liwaNRs6//x3koAo7dWoY/ft78eCDp1i1Kofbbgu1fxZffZVPebm0//Hx8XCYfx99NIrKShOLFqVhMlk5eLCKKVOO8cUXBQQEeODtrcBgsLJ8eTZjxx7i3XezWbYsk19/LWXKlIb7utfUWFi1Koerrz7gtkhnSIiKwkLDPwePBkpLG85uSUvT8/zzqYBjwOOnn4r58st8ZswIdyirqfteXX21P6GhSrKyaikqMmK1WtmwoYCZM08wZ04iK1ZkU1ZmpF8/L95443Tv3Isv9qGgwEhSUg0eHjLWrOnhEEhRKGT83/9FcfHFPnz8sXNd66+/SsKX8+Z1QquVo9XK6dnTk2+/LSI5uYYxY06XXPn5KamuttjT5jt1UqNQyOzZQ7//XsZ33xUyZUpok9qRtWeEiuw/eHkpeOWVruzZU8GXXxawYUMhn3wiSUTLZNhPNkByHocM8WbevEiGD/er1yHp3l3HkiVdeOKJZKZMOcbs2REMGeKD2Wzlu+8khbiLL/ZxULezYbFY7Q5mWprerkYHp6MDTelxt3lzCevWFTB3biS9etWvamvbLNc16N9/L+PXX0vZuLGI7t11vPlmXL0OKsDo0YGsWZNLdnYEu3dXUlZmcinDXh+FhUZUKplDeuqOHaU8/3waFgu89VY8Q4Y0LUKnVsuJjFTb63rOdGJsHD1azYMPnvqnZjCh3pTP9s7x49XExmrO2YQUHS0JTKWl6Zk92/H0/eefS1CpZA0qstkW5/BwtZOami1SYatlthEUpGLvXtcbRKPxtEeza1dFk/uApqVJtRr5+UbefjuLQYO8mTv39N8j9YxNRadT8OSTji2HduwoQ62WuxTa+uGHIv7+u4Knn46xR3iDg1WUlBiJiGhYXTopSe9Q2/ruu1ns3FnO0qWxDkrT//1vCYMGedmdfRu2+eHuu8MdshxGjPAjNlbDo48msWlTX6d5S6eTM39+JPPnn+TgwSq7CmBzsDmY1rPZq6i8ofcE2P8RXL0YFB1/8+p2jn8tifsMnN7WI2kRKpWMqVPDefnldDIyap1Ev5Yvb7ilQXi4iltvDXGZXSOTwdKlscybd5JZs04wYoQfl17qS3CwiuJiI3//XcGWLSV4eyt46634ettxqNVypk8PZ/r0cMrLzSgU9R8unUlz23fcdVcYaWl6Nm4spFMnNcuXJzRZlf5MEhJ0rFrVnY0bCxk40LvezKf77uvk1FrjQsDmWDUnghkSomTFigQefTSZ997LZtgwH0JDpeyNd97JorbWwrhxQdTUmMnPN2I2W9m5s5zMzNp/Dk2tfP99IUFBHpSWmlm9OpexY4OIjdWybFkme/dWMHKkPx4e8n/a6FkYONALmUyGv78Hs2ZFMHKktL7edlsoixenIZfLKC42sWqVlMYpl8POneUUFBjw9fVAq1XYxfmysw2kpkptRMxmq8vU69YiJESJwSBlOs2Z43gQk5Cg47ffypg6NQy5XMZff5WzYEEKGo2ca64J4Ntvi7jkEung7LnnUhk+3Je77nIU47F9fqGhKnr29KRbNx3/+18ZP/5YzMyZ4Wze3I+UFD0ajZwPPshh585yXngh1uEeF13kY39+XJy23rZ2MTEajh93LCMxGCy8/nomvXt7OpS69erlyWefSb1262Y3hIVJ+4XsbIN9z3bFFb5s2FBAVJSa559Po39/b6ZObfhwoCPQMXfTbmTQIG8GDfLGbLZy/Hg1WVlSGprFIi0mnTqp6d1b1+STxBEj/FixohsvvJDOo48m238uk8GYMYE8/HCUy9TN3FyD/YtzppBKZaUZjUbeaMuNnTvLWbgwhUsv9eXOOxs21uJimyCPZBK1tRYeeSQZtVrOlCmhzJwZ3ujzbr89hPXrC3jkkWSys2sZOtSHnj2btigaDFYOHarC318SYygpMfHWW1l8+20hAwd68eyzXRw2101h+HA/PvtMOiQ4M4WnokLqxfjll/l07qzh9dfjGmwR0d45dqz6rByCs0Uul7FiRTf27KlwaB4O8MsvJQwd6tNgfzqVSoZcLnNZD1RYaESnkzNokONhgkYjq1cKf9s26SChRw8d330n1Sq5ak5dF4vFyhtvZKJSyXn99Qz69vXilVe6OkRKvv++iAMHKnn99Ti0WgUff5zLsWPVLF0ay7Fj1QQGKp1qSH/4oYhFi9IYMcKP668PZNMmKaXGZLJSUGBs8GAoMbGGffsqePBBKfK4Zk0eH32Uy7RpYfYNBWBPtT2zz25OjoFffy3F19fD6eBKo5GzfHkCe/ZU1HsoZtt81k3haQ6nHcuzPA0fOENqV3Lsa+g98ezucSGxdyWE9IbIoW09khZz881B+Pl5NHuebwr+/h58+GF3vvgij/XrC+3zBUgRlttvD2HKlDAHoZGGaOp1Z4unp3Tg3VrEx2t56KGoBq8586DqQuFsIpggCRu++WYc06YdZ9Kkowwa5E16ei1JSTXcfXc4vXp5smRJGhs2SGqicrnULmPu3DgUCli3rhCj0UpuroH58yPte7QBA7xYuTKHb76Rft+zpycvvBDLyJH+Luftm24KIjDQgx9+KKaqykx0tIa4OC3HjlXZ1xObqqpMJn3OYWFqEhK0jBkTyMUXeztEWlsbW8uf3NxapwP8qVPDeOSRJCZMOIpKJefEiWp69vTk5Zdj8faWxP7efz+XkyerGTjQy2Vdt+3zGzVKen8mTQph9uxE4uJ03HBDIN7eCvr29WT37gq2bi3hoYeiCAmRUtDVajkBAR74+Cjo3VvH118X8csvpbz/fjenvyM1Vc+33xY5KDUDfPBBLtnZtSxZ4pj9Zuub26+fl8NBVM+ensjlsGVLMTNnSofZo0cHsm1bKU8+mcLgwd68+mrXJpX4tHcuzBmlCSgUMnr18mww6tdUevf25NNPe3DkSBUnTtQgl0tG11CPm/R0KQ02NFTl5MwaDPX3pKpLWJiKmTPDuf320EZrJGyphyEh0mSgVsvZurUfKpW8yfUVvr4eLF0ay+LFacTGann++Zgmvc5igcceS+aPP8qIidGwZk0eq1blYDBYufdeKRXnbIqdx4wJ4PPPJSWvl17K4IYbAqmuNrN7t3RibTRamTQphBkzws95r6jWpLLSTGZmLZMmNa7Y2JpERaldpmmPGhXg5By6QqFwneadl2dg4EBvJxsPC1MzerTryOT330s1i7feGsqHH+Ywf/4pHnigE6NG+bucqPPzjbz4YjrJyTVERqq58cZAJk8Oc3rmzp3leHsr2LWrgqVL08nPN3DLLVKU5IYbAvnppyLmzTvJ6NGBGAwWtm4tYdeuCkaM8GPxYmnBsUn/5+UZqKgwU1bmOkWoutrCc8+lEhKi4tprA3jppXTWri3g5puDnU5+d+woRSaDESP867zezP/9XxIVFWbMZqtLhd7AQGWD0V1bem19J7iNYVPJrCsg1iwih0BoP6lliXAwG6Y0FVK2wbWvtfVIWgWFouGsh5aiUsm4444w7rgjjOJiE6WlJry8FGfV/1Bw/mATfzqbPUZkpJrVq3vw4YfSwWNEhOqfzDYpYjVvXiSXXeaLXC6jZ0+dw7xoa0FyJj166Hj11eYdLlx+uZ9Txg84pkLX1tYv4uROOnWS1pJ9+yr58ssC5s6NsO8zr7zSjzffjGf9+gJkMpgwIZgxYwLth7zLlydgscDJk9V07ap1uZaHh6uJjdXaFasHDfLml18GoNE47l3feiuLLl003HJLMBYLzJ6dyMUX+/DYY9Ih7YgRfrz1VhaRkc6lBsePS5lufn4Kh3T4gwcr+eijXCZMCHEKpkRFSfv7M32IoCAlN90UzIoVOfz8c4k9W1Gnk6PXWykvN5Gdbag3k6IjIRzMc0hzHFabg1k3NdaG0Wh1qkdxRUyMximdoD7S0vTIZI6pPBpN8yejiy7y5ptvejfrNYcPV7FjRylqtYyMjFrefDOTkSP9uffeTvZavbOhWzcdU6aEUloqqWr++qt0ah0QoGTcuGDGjw+2T34dmbQ0PVbr6ROztsZVyrcroqLULr8PEyeGuEwpGzfOde3QoUNVdnVZtVqS+n/qqRQWLEjhhRfS6N3bi7AwFV5ein8m71r2769Cq5XzzDMxDvURZ3LddYEcP17Npk1FDBnize23x9rHfNFF3ixZEsvbb2fx3HOpgBQpWLgwhhtuCLSfZtpUkW01Ft98U8iYMQEOzl9enoHHH08hOVnPO+/Ec+edx8nLMzBnTgTTpoU7nVzv3VtBQoLOfiJsMFh46KFk0tL0vPdeAjt3lruMlNbWWnjvvWy2by9lxYoE+0IPUj3Ou+9mERenPeuDtYICA0qlrNE60wYZMA1+egBKksC/9aI45x37PwS5R7sR9+lIBAR4dNhyCEHrotFIh8s1Nc1Uvv6HsDCVUyaJDR8fDxeOX9vQVvV8oaEq/P09WLYsEy8vD+65x7GkZtgwMsLczQAAIABJREFUn3rFAEGK/DaUjRQfr2Xt2p4OPzuz7Obw4SqOHKli8eIuKBQyNm4sJDOzliuvPP3ZjB0bzOrVueTmGikuNhIQoCQ7u5Z16wr4/PN8IiPVLFsW5yBe9vTTqXTtqmHePOcabNvhuasSmkcfjaJPH0927apAqZREy0aO9CcpSc/ChSlMnnyMm28OZsqUULdkdJwrxAzbTrEJ+dRV0bTh6SmnstLM55/nM2lS/UIqTWXnznI2bCgkIkLdJu05OndWExqqoqTEhK+vgnfeiXfpWJ8N994rqeY+/ng0OTm16HSKJtWudiRsEuDBwR1rIlq7tpfLnzdFxKku335biK+vB2VlJiwWacFfubIbBw9W8ttv5Rw4UMnhw5VUVkp93oKDVdx3XyTXXRfQqMLx5Zf7OjVWr8vIkf6MHOlvT+t1FQm3HWLs3Sv12fLzUzBv3kluvDGI4GAlp07VsG1bKVqtnNde68qAAV7cf38knTtr6NrV9ffg1Cm9PSW6vNzMI48ksX9/JS+9FMuAAV71pksvWpTGf/9bwrhxwQ4LpV5v4ZFHksjMrOX997udtdCVLQW4RUJZfSfDfx+F/R/Dlc+14EbnMVaLVKvafSzoOp7qtUDQXvDykiOTQWXlhVd/ei6QyaSWPBs3FvH00zFt4jDZ2uf5+XnwzTeFvPRSBldcISm22/DxUfDCC1154IFTXHfdQbRaBVVVZlQqGePHBzN7doTT+v7oo9HEx2tdOu/BwUpmz45w2TpOLpdx/fWBXH+94+H2gAFerF3by16+tW6d5Nh6eSkwGq2o1XJWruzm1LqwvSIczHZKYKAHfft6uoyuXHmlHz/8UORSDfJsSEvTc/JkDTNmNC3a2dr4+nrwww99uO++U9TUWFrNuayLUilzkLs+n7A5mOeb49xUtm8v5fLLfZ3kw/v29apXkr+1aei99/HxwNfXw97I+b33uvH553n89FMxZWUmoqM1TJwYwuTJIfYUqrq981xhq+fcuLGQDz7IobTUxMsvd623VYKNP/4o5+abg3n44dPpWdnZtTz2WDInT9awZElsi8oCEhNrHFoxnBXaQMlxOvAxjHgGZB1bSc8tJP0MZelwg+gbKhC0BLlchkYjb37vXkGTqU+A61wxbJgPISEq5s49CcDw4b48/3wXp+suusibDRt6s317CSUlJqKi1FxyiW+99cl1e2W74u67m7+n1molsb077ghl8+YSTpyoprLSjI+PgoAAZYeqzRQOZjvFViviithYLRs2NC8NtSEmTAjhmmsCWpbW1gpMnBjSak7zhURhoRFPT4VTWsiFgNUqHVAMHuzDd98VnV17jHNAly4a9u+vRKOR06WLhief7MyTTzq3Q2gqt9wSzLJlmfzxRxkDBkiS6/UpJdele3cdW7aUMHiwN/7+Hvzvf2V8+WU+np5S5sDAgWffR9VstpKYWG1vKN0iBkyDI19CylaIHdXy+51v7HkffKMhdmRbj0Qg6PB4eioa7Fcu6Nj4+Xmwfn0v/vqrnJAQZYPikyEhSiZMaDtn2Iavrwe33NKxs1OEgykA2oeCXEN5+IL6KSw0Nprqeb4ik8H69b3sPVTPWr3UzcTGSg5mRIS6VfqsTpkSynXXBWA0WpolyLNgQWcefPAUDz+cBEh98m68MZDZsyNafMCUlFSDXm+hR4+WC6MRO0pyoPZ9KBzMM6nKg8Tv4YqFIOu44mQCQXvBx0dhbyclOD/RauWMGNE+6mEvFNreqxAIBC2ipsaMl9eFF710xOZYts/0kZgYKbrYmqJSrsQDGiMsTMWaNT05frya2loLCQnaJvfya4zffy/Hw0PmpFx7Vsjk0O9O+ONlqCkGbdP6ml4Q7FsFWKUor0AgaDExMRqSk/VtPQyB4LziQt+VCgQdHplMdnaN7c8jbH9/a0QH3UFMjORYdu7c9qrFcjn07KljwACvVnMuAbZsKWHIEO/W6xE4YBqYaqVUWYGE1Qp7P4D40eDtrFwoEAiaT9euWpKTa9ptiYVA0BERDqZA0MGRybjgF8b27mDaemJFRra9g+kOMjNrOXGiulFxombh1wWiL5XUZAUSKVul9i2DZrb1SASC84bYWC16vYXs7Nq2HopAcN5gdzCrq6tJSkqiurraLQ8yGo0kJydTWlrqlvtbLBZSU1MpKChwy/0BsrKyyMzMdNv9CwoKSE1NxeImb6GsrIzk5GQMBoNb7n8+2FBaWhr5+fluuT+4x4bk8tMO1oVqQ7Y/V97IkVlb2VBpqVTfU17eciGJ9jgPbdxYiEold+grVh/NsqF+d0LWX1B4rMljsdlQVVVVk1/THNp0HtqzAnyiIO66Fj2jPdpQc3D3PFRTU3P+2lAr4W4bKiwsJDU1FbPZPeI7dW3Iplx//Hjr7V3OlQ2VlJS45f7nwoays7M7tA2Vl5efF/OQu2zIvh07efIkaWlpnDx50i0PSktLIzU1laNHj7rl/nl5eSQnJ3P48GFMptYv1i4vL+fEiRMkJiZSXl7e6vc3m80cPnyY5ORk8vLyWv3+AEePHiU1NZX09HS33P/UqVNutaH09HS32lB+fj5JSUkcOXLELTZUUVHhFhtSqeTo9WYHG8rNzW21+9fFZkNpaWluub/NhhITE5v1OotF8rDl8oZDmDYbOnLkyFmPsSHqs6G0NKm+JyenZSfkdW2orKysRfdyxdnYkMFgZePGQq67zr9JQkHNsqFet4JS16wo5rmah86FDRmNxtO/qC6EE9/CwOktEvdpjzbUXI4dO0Zqaiqpqaluuf95a0OtRGVlpd2G3OEkWywWDh06dM5sKCZGQ2Skmi1bWm+jfbZrWVPJyMhwqw0VFBS43YaOHz/eoW3Itpa5ex7qqDZkdzCDgoJQKpUEBjr3XWwNAgICUKlUBAe7R3bX19cXjUZDQEAACkXrK+vpdDq8vLzw8vJCp9O1+v0VCgUBAQFoNBp8fNyjpmr7jP39WzGNrQ6BgYFutSF/f39UKhVBQUFuub+Pj49bbUir1brFhoKDlRQUGB1syNe34X6IZ/+sYJRKJQEB7hFdsdlQcz/jpjqYNhty1zxksyF/f38HG0pJkRzMwsKWLdRarRZvb2+3zkOBgYHNsqGffy6muNjE+PFNk3Zvlg2pfaDHODj4CVibdgptm+fcNU+4ey3z8fFBq9Xi7++Ph0cdh33fB9J7MOCuFt2/PdpQc3H3fsXda5nNhty5lrm0oVbCZkOenp54eraCavQZyOVyt9tQ3XlIJoN//SuAHTvKqKhonWjX2a5lTeVcrGXChhqmve6Hmoq7bUhmtV7o8iACQcdmw4ZClixJY/v2/nh7X5htC9LS9Nx88xFefz2O4cPds5i0hAcfPMWOHWUMGuTNf/6T0NbDaTXMZiu33HKUwEAP3n+/m3sekrINVl8Nt/0gidtciFgt8FYChPSCiRvbejQCwXlHenot48Yd5rHHohk/vmP3HxQIGqO42Mjdd59g7txIRo50T9BJiPwIBB2c0FCpXUVennvqADoCtbXSOZla3T6ntNTU81MCf9OmYtLT9cyaFeG+h8RcCf5dYf+H7ntGeyd5yz/iPrPaeiQCwXlJdLSaSy7x4d13s8nNvXDXUsGFgbe3B507a3jqqRT27q1wyzPa525MIBA0mYQEKc2tNQUKOhq1tZKYiEbT/mRkjUYrWVnShsXP7/xpPWwwWFm5ModBg7wZPNjbfQ+SyaDfHVL9YXWh+57TntnzH/CNhrhr23okAsF5y4IFMSgU8NRTKfY1RSA4H1EqZbz0UixxcVqefjqV6urWF0ISDqZA0MEJDlYSEqLk8GH3KI11BKqqpMlRp2t/KcI5ObWYzVKENTZW08ajaT2++CKf7Oxa5s51Y/TSRr87wGKCQ5+6/1ntjcocOPGd1JqkBeI+AoGgYYKDlTzzTAyHDlUxYcJRdu5sfUFHgaC9oFLJefbZGPLzjaxZ0/pqwefPcbpAcAHTt68Xu3a5J82hI2A7ffP0bH8b8Nzc08I+gwa5MdJ3DikpMfHhhzlce20Afft6uf+BfjEQMwL2fgBD73P/89oTe96X/m2huI9AIGicSy/15aOPurNoURrz5p3Ez8+D3r090WikeExZmYm8PAPz5kW2bt9fQathsVjZv7+KxMRqdDo5w4f74e8v3B1XdO2qZcyYQD77LI+JE4Px8Wm990lEMAWC84CRI/1JS9Nz5MjZRTE3by7hqqsOkJnZMRtNV1VJ6Uw6Xfub0mw6avHxWgYOPD8czFdfzcBotDJ3buS5e2j/aZB/CHL3nbtntjUWk9T7ssc48Apv69EIBBcEPXroWL26Oy++GMvo0QFUVZnJyqolK6sWpVLGkCE+xMZq23qYgjOwWKSezGPHHmHmzBO88koGzz2Xxrhxh9m3r7Kth9dumT49DL3ewtq1Ba16X+HSCwTnAZdf7ouPj4LPP89n0aIuTX6d1QoffpjDe+9lc9llvoSGqtw4SvdRUSH1nGyPKbIDBnhx111h3HprCPL25/82mx07yvjpp2IeeiiK8PBzaC89xsGmebDvQ/jXgHP33Lbk+NdQkQVD5rb1SASCCwqFQsbVV/tz9dUiStkRyM018NRTKezfX8mwYT48/ng0gwZ5U1ho4NFHk3nyyWS++aYPKlX702loayIi1Fx1lT/r1hUwdWoYHh6t8x6dB9sdgUCgUsm5++5wfvqpmN9/b1rz9IyMWu677yTvvpvNzTcH8/LLXVEqO+bkm51tQKdTtMvxq1Ry5syJJChI2dZDaTH5+UYWL06jf38vbr21aX0vWw2lDnpPhEOfgbljRtqbzd/vQHAviB7e1iMRCASCdklKip477zxOerqe117ryltvxTNsmA8qlYyICDWPPBJNfr6R334rbdXnlpWZzpvI6K23BlNYaGTbttZ7j4SDKRCcJ0yaFELfvp48/HAyGzYUYjI5t7i1WuHIkSqWLk3nlluOcORINYsXd+HRR6NRKNqfc9ZUqqvN55VCa3vEYLDwyCNJmM1WnnuuS9tEYwdMg5oiSVH2fKfgCKTtgCHz2nokAoFA0C6prjZz//2nUKvlfPxxDy6/3M/pmt69PfH2VnDkSONK+01VU/3jj3JGjz7ErFmJFBYaG39BO6d/fy8SErRs3Nh6Su1iRyYQnCfI5TLefjuBZ55JZcmSNN55J4vBg70JDPRAJpORlVVLYmIN+flStG/y5FDuvDMMb+/2l1baXKqqLPj5dfy/o71itcKiRWkcO1bN22/HExHRRqnUkUOliN6+VdDzlrYZw7ni77dB4wv9prT1SAQCgaBd8v77OeTnG1i9uke9JRsyGYSEqCgudu0I7txZzrp1BezeXUFlpRmdTsHo0QHMnx9Zr3BgVZWZa6/1Z9q08PMiOwngmmsCWL48m9JSU6sc2AsHUyA4j9Dp5Lz0Uiz79lXy88/FHD1azdGjVZjN0KmTiksv9WH4cF8uvtgHler8SWCoqDDj6yumM3fx5puZbNpUzGOPRXPRRW0sVNR/Kmx5DMozwadT247FXdSWwcE1MHAGKD3bejQCgUDQ7igvN7N+fQE33RRMfHzDoktW54QurFZ44YU0NmwoJDpaw7hxQURGqklJ0fP114UcPFjJqlXd7QrCdRk1yp9Ro86v+tyrrvLn7bez2LGjjBtvDGzx/cSOTCA4DxkwwIsBA85B+4h2wmWX+eLlJSKYrY3VCsuXZ/HJJ3nMmBHO+PHBbT0kKaK39Qk4+Alc9nhbj8Y97PsQDFUw+J62HolAIBC0S7ZtK6G62sLEiY3rAZSXm/D2dnR5Nm0qYsOGQubOjeTOO8Mcyj6uucafWbMSWbkyh3nzzqFaehsSHa0mPl7LL7+UtoqDef6EMAQCwQXLbbeFtMqEKDiNXm/hySdTWLUqlzvvDGPWrIi2HpKEZyjEXSs5Ya6OpTs6VivsXg5x10FgQluPRiAQCNolv/xSSvfuOqKj1Q1eV11tobjYRFjY6VRWiwVWrsxhyBAfpk0Lc9IU6NvXixtuCGL9+gIHPYvycnOT28Ht21dJUlJN0/+gdsDQoT7s31+BxdLyewkHUyAQCAQOHDtWzR13HGfbthKeeKIz8+e3sxPcAXdB8UnI/KOtR9L6JP8XihLhojltPRKBQCBodxw6VEV2toFDh6oID1eRlqZv8Pq9eyuwWKz07evl8LOMjFomT64/+nnVVX5UVJhJTDwtDrR+fQHz5p1sdIypqXrmzTvJm29mNXhdVZUZg8H1Qem6dQXce2/jz2pNBgzworzc3CqOsUiRFQgEAgFr1uSxdm0Bvr4Kjh+vJjxczcqV3ejdux3WAMaPAV0QHPgEoi5t69G0LruXg280xP+rrUciEAgE7Qq93sK9957kiiv8KCszsX17KSaTlddfj3N5vcUCn36aR1iYip49T69lO3aU4e2tYMgQn3qfZROzKyw02X8ml0NNjQWrVRIPqo+9eyuprbWQk+O6pdbu3RWo1XIWLEghN9dAQoKWmBgt4eEq/Pw88PSU8/XXBVitcPhwFQqFDJ1Ojkolx9NTgbe3osHnny0DBnghl8O+fRWN1rU2hnAwBQKBQMBFF3mTlqanrMzMDTcE8u9/B6FWt9MkF4VK6ol54BO47nXwaNlC2G4oz4TE7+HK50AmaooFAoGgLsXFJioqzPj4SPOjTicnO9tAZaXZSYfBZLLyyisZ7NpVwdKlsQ5psIcPVzFggBceHvV7aTU1Up6oRnP6Gl9fD0wmK5WV5gYV+E0m6bVGo+vo5Bdf5HPiRDUvvNCFXbsqOXasmuPHq9mxo5TKSsdWKVOnHnd5D51OTq9enixf3nqlFD4+HkREqElMFBFMgUAgELQC3brpePLJzm09jKbTd4rUyiPx+/OnZcne90Eml1KABQKBQOBAUJASuVxm72n5yCPRLF2azs03H+Hf/w6ke3dPdDo5SUk1bNxYREpKDffe24mRIx0VX5OTaxoVrTtxQnpGTIzG/jMfH8ltqqgwNehg2pRn62v3MW5cEPfee4qaGivTpoU5/M5igYICI9dff5A77gjl6qv9qaw0YzJZqa62UFVlprLSjF5vISys9VuGde2qFSmyAoFAILhAiRwCQT1g/8fnh4NpMcKe96HHzZKQkUAgEAgcUKlkhIer7M7f8OG+9OzZgxUrsvn883x71FEul9G/vxfvvpvg1ForO7uWykozERENiwNt3VpKbKyGkJDTTpzNqSwvNxPRgO6dLZraubPG5e+HDJFaxR06VOk0PrkcSkuNWK0weLCPQ2rvuaBrVw27d1e0+D7CwRQIBAJBx6TfHbB9AVTmgldY49e3Z46uh8ocGDKvrUciEAgE7Za4OC1ZWVJto1YrJzZWw9KlsZhMVrKzDZjNVkJDleh0riOMjz2WDEBAQP0uUFJSDX/+Wcb99zv2Wvb1Pe1gNkRAgKRY26+f63ZxHh4ygoKUDvWddUlJkYSLunRx7aC6k/BwNVVVZioqGk4Dbox2WmAjEAgEAkEj9JsitfU4/Hlbj6Tl7HoHwvpD1CVtPRKBQCBot3TrdrrmXqE4XR/p4SEjOlpNly6aep1LgFOnJOdNp3PtAlks8OKLGQQGKhk71jGN1tZLs6LCtWNoY9euCvuY6qO62uxQ31mXlBQ9Op2c0NDWT4FtjPBw6Zk5OYYW3Uc4mAKBQCDomHhHQperpDTZjkzeAUj/TUQvBQKBoBG6d9fZ/1t2FlKqtvrIvDwjBQVGp98vW5bJ3r0VPPZYtJMTahMXaiiCWV1tYe3afACOHnXdMzM720BpqYnYWNcCdSkpemJitG5Rim0Mf3/JiS4ra9iJbgz7O2c0GsnNzcVodH6zWwOLxUJeXh56fcP9alpCQUEBlZWVbrt/SUkJJSUlbrt/ZWUlBQUFbru/Xq8nLy8PS2t0UHWByWQ6JzZUU+O+xrWFhYXChhpA2FDjFBYWUlHR8vqF+igtLT0nNmS1ula/aymtbkP97pActLwDQAe1ob/fAW0A9J4ECBtqDDEPNY6woYYRNtQ47dWGunXT1fl/9dtHVVWVkw1t3lxiV2l99tlU/vWvg1x++T5mzkzkrbeymD//JJ9+msfMmRFccYWf0z11OgVKpYzSUlO9NvTRRzmUl5vp29eTHTvKMJmcx/jjj0UoFDIuucR1m5S0ND3R0ao2sSGtVnIN9fqWfTfsDuaJEyc4evQox4+7lsNtKWlpaRw5coQDBw645f75+fkcOnSIPXv2YDY3nBt9NlRVVbFv3z727dvnFgfEbDazZ88eDh06RF5eXqvfH+DAgQMcOXKE1NRUt9z/+PHjHdqGCgoKOHjwoLChBnC3Dbl7HkpPTz9nNmQytez0zxVVVVXs3bvXbTZksVjsNpSfn9/q9wc4ePBg69pQj3Gg8rZHMTucDelL4NBnMHA6KHVut6Hq6mq7Dblj81jXhtw1D9lsKCUlxS33t9nQsWPH3HJ/mw3t37/fLfc/FzZkW8uEDbkmMTHRrTaUkZHhVhsqLCxstzYUGqrC11eKsrly3kCyod27dzvZUEmJkagoKQV07txInnsuhokTQ/DwkPHJJ7n8+Wc5AOvWFTBx4lG2bCl1uK9MBoGBSgoKjBw6dMjJhpKT9axZk8f48cHcf38n8vMNrFqV63CP/HwDa9bkce21/vZazTPJzq5Fq61oExuypfXW12KlqdgdTK1W6/Bva6PRaBz+bW3UajVyudz+b2vj4eFh/59S6dogWkLdsbvrPXL3Z9zR7297/1Uq1VmlXTSGUqlEqVSeExtSqxtWRztbztU80VHv7+55qK4NeXi0vkabTCZDo9Egk8ncZkOtvhYoddBzPBz6FCzGjreW7VkBJj0Mvgc4N2uZO+ehujYk1rK2uX9H3w+dDzbU0dcylUrVrm2oRw8pilmfE1TfWjZhQgiTJ0uCcDExGkaPDmTOnEjefTeeZ56JoV8/L8LDVVRXmzl1qoaFC5N5+ulUDh48neraubOGU6dqnD4Ds9nKM8+k4u+vZM6cCPr29WLChBDefz+bFSuyqagwc+JENfPnn0KhkDFvnqOAkI3ExBpqaiyEh0vjdtd3oL61rLpailzWV6PaVGTWOrFjg8GASuW+glKDwYBSqXTL5h2kNF+FQuGWLwNgj2opFO5pgG2xWDCbzW6ZsAGsVitGo9Htn7GwofoRNtQ4woYaRtiQC9J+hY9GwKTvIOH6jmNDVjO8GQ/hA+DW9fYfCxtqGDEPNY6woYYRNtQ4JpMJuVzuVhuyWq1ndVj62muZfPZZHlu39rNHM8+kPhtKT9czbtwRnnqqM2PHBtX7jJMna/jxx2J++KGIoiIjfft6cs89kRw5UsWKFdmsXduT0FC5/TNetiyTTz/N46234hk61OefMVh5/fVMvvgiH5u3FRys5JVXutKrl+v2I19/XcjixWmsWtWd7t2V59yG9u2rZMaME3z4YXf69Dn7FikOn4o7/4hzcX93TUQ23DWR2nDnFxmkE52O/hkLG2oYYUNtf39hQw3jFhuKvhz8Y+HgJ5BwfcexoeMboTQF/r3K4cfChhpGzEONI2yoYYQNNY47smTq0hIbsimdGgz1p3HWZ0NRURpUKjmJiQ3Xr8bHa4mPj2T27Ai2bi1h1apc5sxJ5Kabgrn4Ym+MxtOfwapVOXzySR7Tp4fbnUtpDDL+7/+iuOmmYPbsqcDPz4PLLvO11zm6YsyYABQKGb1765DL3avy48qGMjOlFjCRkS2zL9EHUyAQCAQdG5kM+twOf7ws1TRq/Nt6RE1j5xsQ0hs6X9HWIxEIBIIOg62HpdHYfCEamQxiYzWkpTVNdFSplHHddQFcc40/H36Yy3vvZTN6dCBRUadTb8PC1Dz0UBQTJoS4vEdsrIbY2KaluqpUcm68MbBJ17qD9HQ9np6KeutDm4pwMAUCgUDQ8el3B+xYBEfWwqBZbT2axsndB+n/gxs/oE206AUCgaCD0rWrluhoDV5eZxcFnTMngtLS5ok5yuUy7r47nKoqM6tX5yGTwTPPxAAwenTAWY2jPXLwYBW9eukav7ARRB9MgUAgEHR8AuKg01A4uKatR9I0dr4BumDoc1tbj0QgEAg6FHFxWjZs6IWPz9nFyS65xPesnUJb70pbu5PzidpaC4cPV9G/v3eL7yUimAKBQCA4P+g7GTbNh5JkqSazvVKVB4e/hEseAg/3KAQKBAKBoPUZMyYQiwUuu8x1D8uOzI4dZdTWWhg+3LfF9xIRTIFAIBCcH/SaAHIPqa9ke2bXu4AVLprT1iMRCAQCQTOQyeDGGwNbXKPYHvnhhyKiozX2NjAtQTiYAoFAIDg/0AVB3HVw+PO2Hkn9mPSw+z/QeyJ4R7T1aAQCgUAgIDlZz++/lzF+fHCr3E84mA1gMlnJyzNQXGzE0nyhKoFAIBCca3pPhIKjkHewrUfimgOrpRTZi+9v65EIBAKBQADAG29k4u/vwdixraNgK2owz6C01MS33xayZUspx49X2R1LT08Fl13my6xZEURHqxu+iUAgEAjahm43glInRTFD+7b1aByxWuGvZRAzAsIGtPVoBAKBQCBgw4YC/vijjGeeiUGna50etzKr1Vp/l9ILiOpqCytX5rB2bT5Go5XBg725+GIfQkOVWCxw/Hg1mzYVo9ebWbw4tlUKYAUCgUDgBtZNgOzdcG9SW4/EkaTNsOZamLhRcoQFAoFAIGhDtm4tYcGCVEaM8GXJktYTxxMOJpCaqufee0+Rn2/g5puDueOOUEJDVU7XlZebePTRZPbvr+Sdd+IZOLDlMr4CgUAgaGWOroOvboGZuyF8UFuP5jSfjobikzDvBMhEhYpAIBAI2pZrrjlAdLSGN9+MR6drvXXpgncw8/MNTJ58HI1GzmuvdSUuTtvg9bW1FqZPP0FpqYl163qhVotNgkAgELQrjNXwSihcNBdGLm3r0UgUn4S3u8O1r8PQe9t6NAKBQCAQYDJZ8fCQtfognHLHAAAgAElEQVR9L3jv6JlnUrFaraxYkdCocwmgVst57LFocnIMbN1aeg5GKBAIBIJmodRB/Ggpktle2LkMVF7Qf2pbj0QgEAgEAgC3OJdwgTuY27eX8vffFTz8cBRhYc4psfXRq5cn4eEq9u+vcOPoBAKBQHDW9LwFSpIgZ29bjwRqyyT12P7TQH3+NecWCAQCgaAuF7SDuXp1Lt276xg1KqDZrw0PV5Ofb3TDqAQCgUDQYuJHg9ITjn7V1iOBfavAUAkXzWnrkQgEAoFA4HYuWAfz5MkaDh2qYtKkEGRnER12V86yQCAQCFoBpQ4SxsCRtVJ7kLbCaoG/34GE6yEwoe3GIRAIBALBOeKCdTD//LMMhULGFVf4ndXr09P1dOok+mEKBAJBu6X3RChJhuxdbTeGkz9IqbpD5rXdGAQCgUAgOIdcsA7mnj2V9OrliZdX8xuK5uQYKC01ER/fuCiQQCAQCNqI+NGg8YPDn7fdGHYug6AeEDuq7cYgEAgEAsE55IJ1MFNSakhIODsHcdeucgAGDRJ9MAUCgaDdolBD97H/pMmaz/3z8w9Dyja4+D7OqhZDIBAIBIIOyAXpYNbWWsjNNdC5s+asXv/jj8UkJGibpTwrEAgEgjagz+1QkS05eueana9LEdS+k8/9swUCgUAgaCPsDqbVaqWiogKrG8UQKisrMZvdd4pcXV2N0di4smtBgRGLBUJDm+cg1tb+P3v3Hd9Gff4B/KNly3s7wyM7JGSQQHYgEPYeAUqhZUNbfhTKaKG0pU2h0LJXWaVAy15lQxgBEhKInQSyE2d4xtuOLduyrH2/P56c5SHJdnxnW8nn/XrlpVjjqzvp0d093+nCjz82Yv36FixZknGgmxmSx+OBw+HQvFyVz+eD3W7XrfxDKYYOlMvlgtPp1K18xlDPGEPhHXQxNOZ4IDEb2PyKZu/Rqxhy1AFbXgNm/VJms+0DxlB4fr+fx6EetLW1MYbCYAz1jDEU3sEQQ62trbrFkGnp0qVLAWDXrl0oKCiA2+1Genq65m9UXl6OzZs3o6mpCSNGjNC8/IaGBqxfvx7V1dXIzs6GIUx3pJISFz74oB4XXZTZ61ZIp9OJlSvzce+9LUhNjcaf/jQaJpN2XZ78fj/y8vJQWlqKpKQkxMRoP75z48aNKCwshNlsRlJSkublD1QM2Ww2jBw5UvPyGxsbex1DB8LpdCIvLw/l5eUYNmwYLBaLpuX7/X7k5+czhsKoqKhgDIWhKEr7cSgxMRGxsbGalg8AmzZt0jWGdu/e3TmGDAbAXg1sfhmYeyNg6l/PEzWGGhsbw8fQmkeAkhXAklf7tPZlY2MjfvjhB1RVVTGGQlCPQyaTSdcYcrlcyMjQvjK51zF0gGw2G9avX4+qqipkZWXBaNS2s5rL5WqPoczMTMZQEHrHUGVlJTZt2qR7DFVWViI7OzsiYyg/Px8lJSW6nsv27NmjWwzt2bMHO3bs0D2GGhoakJWVpXn57RHj9/s73WpNzZD1ypT7sv1NTV4AQEqKudflO50+/Oc/MbDZDFi6NAtRUdqPp1FrKfT6DvT+jg+m8vWoMVIUpdM/PQzUZzQUfscHYiCPQ3rHkB6fUcdyI/U7CFr+jMtlHUoN1sRUyw37+fg9wPpngMMvkNbTPlBjhzEUWqSX36sY6oeOMaRX+ep76BWjPJeFNxDnMj2vVToe4/R6j0E510Rg+XrFqEHZ/836/X40NTUhKSlJ85oKQILJZrMhPj5e85oKVXNzM6KiomC1hh9b+cUXDfjDH4qxbNl0ZGT0vC1+v4Jbby3E99834+67R+Lkk4drtcmdOJ1OuN1uJCb2vra7LzweD+x2O5KTkzWvFQcOrRg6UK2trQCAuLi+dZnrLcZQeIyhnukdQ16vFy0tLQMfQ8/NlrUxr1jZ7/ew2WyIi4sLHUObXwbeuwy4Jg/Imtvn8iM9hlwuF1wuV8THUGJiIkymvs803xs9xlA/6R1DDocDiqIwhkJgDPXM4XDA7/cjPj5el/LVLrh6tC4CjKGetCeYh5L336/H3/5WipUrZyAurucvraXFh8sv34HrrsvCSSelDMAWEhGRptY/DXxyPXDDTiB1gr7v9a9ZgNEsCSYREdEh5pCcRdbplOZgq7V3u5+QYMK7705lcklEFKmmXQJYYoANL+r7PqUrgaofgPk36/s+REREQ9QhmWC63QqMRoOmk/QQEdEQFp0ETD4f2PiijJHUy5pHZNzl5CX6vQcREdEQdkgmmB6PX5dJeg4VbreCN96oxY4d+k3/TESkuaOulRlld36kT/kNu4FdHwFzfwMY9RkXRURENNQdogmmwtbLfvjmm0Y8+OBebNvWOtibQkTUe7nHABmHAz88q0/5+Y/LmpdHXqNP+URERBHgoE0wN2+246KLtmPVqiZUVbnhdgem4fV6FZjNkmC2tvpQX+9BRYULu3a1YccOB3bscKCoqA0NDd7B2vwhzWKRz27KFH1mjyMi0s2s64DCL4G67dqW62wENv5HkktrsrZlExERRZCDdhbZ+noPrr12J/budXW6Py7OBK/XD5erd7udnGzGcccl45JLMjF2rPYL1w8mr1fB7t1taGnxIj7ehPHjYxAV1XOdg9PpxznnbMWYMVY89dRE6LCaBBGRPtx24JEcYMpPgDM1bMlcdS/wzZ+BG3YBKWO1K5eIiCjCHLQJJgD4fJJA7d3rQkODp3322FWrmrBnTxuuuWYEYmNNiI83wmo1dppV1utV0NDgxbZtrVi+vBGzZyfg3nu7XzTs2dOG7dtbcfbZ6QO2X/3l9yt4/PEKvPtuHRyOQMtuXJwJP/lJBq69dmTIMapr1zZj6tQ45OW14LbbCnHddSNx9dUjBmrTiYj678vbgLX/BG4qAeIy+1+ezw08NgbIWQhc+Fb/yyMiIopgB3WCGcr99+/FqlU2fPTRtF493+9XoCgIOm7z3nvLkJ/fjA8+mKr1Zurmgw/qcffdpbjookwsWpSExEQzWlp8+OqrRrz3Xj3mzEnA44+Ph9HYeX/9fgXz5m3ALbdk46c/zcRDD+3FmjXNeOedKQOy3W+9VYu8vGb8+tdZIVuTV61qwhNPVCArKwoPPTSu2z6EU1XlxuefN6Cy0oX4eBPmzEnE3LmJ0GH9XCIaTC0VwGNjgYW3AYvv7n95m14C3r8cuHoNkD2v/+URERFFMPNgb8Bg8Pv7NslPuCSloMCBCRPCd511uxU89lg5MjIsuOKK4b1+376orHShsdGLSZNie9y3jAwLFixIwu9+l9Pp/jlzEjBrVgLuuKMIX3zRiFNPTe30uNFoQGqqGVVVbgDArbfmwOcbmPqJDz6ox/3370VsrBG33VaEN988vNt+lpY6cfvthcjNtWLVqia8/XYdLrqod60TH35Yj3vvLYPBAIwYEQ2bzYOXXqrBggVJePDBsb3qOkxEESIhC5j+c2Dtk8CC38oSJv2R9wiQs4DJJREREQ7iSX7C8Xq1mUXW51OwZ48DkyfHhn3et9/a8OabtXj++Sr4/domZB6PgrvuKsU552zF5ZcX4OKLt6O21h32NQsWJOHxx8cHfeykk1KQnR2Ndetagj6utnaqBmI2XpvNi0cfLcdxxyXjwQfHo6TEidWrm7o977nnqhAba8Lzzx+G+fMT8ckn+3pV/vr1LbjrrlIcd1wyPvtsOt59dwqWLz8Cd901Gnl5zXj77Tqtd4mIBtvRdwDuFpn5tT9KvgGqNwLzbtJmu4iIiCLcIZlg+nzaJJh797rgdisYPz58C2ZhYRsAoK3ND7vdH/a5ffXXv5bgk0/24brrsvDww+PR2OjF0qWl/SozNdUMu90X9LGYGCPa2oI/ppcXX6yGy6Xgt7/NwezZCRg2LAorVtg6Pae62o0vv2zExRdnIi7OhPnzk1BQ4IDD0fO2Pv10JUaPtuLee8cgKUka9Y1GA04/PQ3p6WaUl7t6KIGIIk7qeGDaJcCaRwBX9wqrXst7DEjKBSadp922ERERRbBDMsH0eJT2pTb6o6TECQAYM8Ya9nnqcicGAzpNJNQbTqcfX33ViK+/boTH07n189NPG/DZZw247bYcXHXVcCxalITrr8/C2rXNKCpyhizz00/3YffutpCPNzf7EBcXfDvNZkO37dBTfb0H77xThwsuSMfw4VEwGIB58xK7tbC+9VYdzGYDzj8/AwAwYUIM/H6gpCR8clhb68GmTXZccsmwbl2h165tQW2tB0cemaDtThHR0LDoT9KKueaRA3t9w25g10fA3BsB4yE54oSIiKibQzLB9Hq1STCrq90wGIDhw6N79fy0NEvI2VmD2b69FUuWbMPttxfhttuKcOWVBZ1aFl95pQZHHhnfnlQBwAknpMBoNGDNmtA18u+8U4c//rEYbnf3RNHtVrB3rwujRwdvlTWbDQM27hIAXnqpGgYDOo1dnTo1DtXVbjQ2SuLudvvx4Yf1OPnkFCQny0Vebq58J3v3hk60AaCsTB6fOLHz/rrdfjz4YBnGjYvBCSdwTTuig1LqBBmLmfeorGPZV3mPApY4WfuSiIiIAByiCabL5e9zS2IwtbVupKSYe0wa1WS2p8mAOiovd+HXv96N+HgTXn55Mp56aiKKi5145JFyADKpz65dDpxxRlqn1yUkmDB6tBUFBY6QZd90UzZKSpy4555S+Lv02N250wGfT8FhhwXfVqMR8A1QD9mGBi/efbce552XjtRUS/v9hx0mY15375Z9XL7cBpvNiwsvDCTa6ekWGI3SAhpORYW0cObkdK4kuP/+vSgtdeGPfxzVp5loiSjCLLoT8DiANQ/37XVtDcDG/wJHXdv/SYKIiIgOIodknx6Hw4/Y2P4nmC0tPiQm9vwRxsebAAAzZ8b3qly/H/jLX0oQHW3E009PQFqaJFdXXDEc//53Fa69dgTy8lpgMAALF3a/sBk71trefTeY6dPj8bvf5eD++8tQWenCDTdkY/r0OABAXl4zLBYDpk8Pvq0mk6FXExX5fAree68e33/fjLo6NywWIzIzLZg8ORazZyfg8MPjeizj9ddr4PcruPTSzjPvjh5thcEg3V/nzAHefbcOkyfHdirTZDIgKcmMffu8Yd/DsH8Nko5Lkbz8cg3ef78eN98c+FyI6CCVMhaYcYWMpZz7GyC2l2sar38a8LmkeywRERG1OyRbMB0OH2JjTf0up7XV36ty4uLkOcce27uulp991oBNm+z4/e9z25NLALjgggwYDMCyZQ3YsKEFublWpKdbur1+5Mjo9qVEQrnwwgw89NA4VFW5cdVVBTjvvK24665SvPdePdLTLXjxxeqgrzMa0a3VM5i//rUU991XBpvNg9xcK1JTZbKcp56qxGWXFeDyywuwbVtryNc7HD68804dzjgjDZmZnfcxNtaI1FQLystdKCxsw8aN9k7dhAPPM8HpDN/cqo41bW2Vnfr00314/PFynH9+Bn72s2E97ygRRb5FfwJ87t63YvpcwNp/AodfACSN0nfbiIiIIswh2YLZ1ORFUlL/E0yzGb0aj7hsmSyX4fX2/Fy/X8Fzz1XiyCMTuiWkKSlmHHFEPPLzm1FZ6cbs2cEnn0lONqO52Qu/XxLCUBYtSsa8eUlYscKGb7+1Yd26ZtTWuhEba8TOnQ4oSueWPUBmV/X3kGHW1Ljx6af7cOqpqbjttlwkJgY+a6fTj5UrbXjuuSpce+1OPProeMyZk9itjM8+a0BLiy/kOpYZGRbs2+fB22/XISHBhFNOSe32nOhoA1yu8J+5OmazutqNrVtbsXRpKRYvTsHtt+eEfR0RHUSScoEZlwPrngSOvr3nLq+bXgLs1cC8mwdm+4iIiCLIIdmC2dTUu66tPbFae16y4/vvm7Brl8zYunVr6BY71fLlNuzd68IvfjEi6OPTp8dh8+ZWVFa6MG1a8O6bJlPvWhkBICrKgJNPTsHf/jYGp52WiqgoAz7+eDoee2x8t+QSAKKjjXC7wxdusRhgMEiS+OabtZ0es1qNOOWUVLz88mSMHx+LRx8tD1pGqHU4VYmJJlRXSyJ75plpiInpHspKL+Yimjo1DtHRRjz2WDn+9KdiLFyYiHvuGcNxl0SHmgW/A9x24Mfnwz9P8UtL5+jFQNacgdk2IiKiCHLIJZhut4LWVh9SUvqfYGZmRqGmxhMykfF6FTzySDkOOywWOTnR2LjR3mOZb7xRi0mTYjFrVvDWydGjre0J3tSpwRPMlhbpAhyu9bIrt9uP996rx4knpra3OPr9SrdENSHBBJstfFKdmmrBVVdJglxTE7yrbkyMEePHW9HUFLysiRNjccIJKRg1KvgSMFarEZs22eF0+nHhhcFbOdUW3JISJzZsCP7ZWywGjBplxdatrTjxxBTcd984TWYYJqIIkzoeGH8asP6Z8LVTuz4C6guABb8duG0jIiKKIJ1SkJ66PvbXUCi/rk4SnoyMqD6XrygKlA4XHrm50XC5/KiqCr7W4iuv1KCkxInf/jYHCxYkYdWqJrhcobexuNiJzZvtnWZD7Uodkxkba8LYscGTr7o6T9CxmUDoz+izzxrQ2OjFxRcHkrU77ijGPfeUdnpebq4VFRUuOJ3By1HLv+66kYiKMsLhCJ5A7tjhwLJlDUG7tgLAlVcOx333je2W7Knlq7MAH3dccvuSJF0lJ5uxYYMdV1+9Ey+8UNXt8cpKN37xi13YtUtmoz3vvHSYzfouwdI1hvQwFH5nLF8/jCEdyz/qF7K25d7vQj/nu/uBzGmSjOqEMcTytShfz++YMXRolM8YYvkHqj3BLCkpwYoVK1BcXKzLG9XW1mLlypXYtm2bLuW3tLRg1apVWLt2bdiAVVvUhg0LnoCF4vF48N133+G7776D2y1lTJoky2UE6/q6bVsrnnmmEueem46ZM+Nx5plpsNt9+PjjfUHLVxQFL764FRYLMG9e6G1TJxU6/PDYkN046+rcQfdv27ZtWLlyJWpqaro99tprtTjyyARMnhzbfp/T6W9fxkM1a1YCfD4Fn37afT+6xlB2dlTQbSwpceKWW/YgOzsa11wTvCtw8P2qw8qVK7F161YkJpphMhlwzTUjQz7/rLPSUFbmxLhxVvz5z6M77dcLL1Thpz/djrIyJx58cBxyc6345z/34ttve46hA+XxePD99993iiEtKYqCdevWYdWqVWhubta8fADYvn17yBjSgt7HoY4xpAe73d6r49CBYgz1rLS09MBjaPypMv6y4P3gj+/9Htj7PXaknIGtOp3LDoYYWr9+/UERQ0VFRbqUrx6HtmzZokv5agytW7dO9xhyuYJXsPfHQMTQjh07sHLlSlRXB5/QsL/0jqH6+voBiaG1a9fqkoToHUMAIj6GysrKIjqG2vuJtrS0dLrVmt1uh6Ioun3RDocDPp8PDocDfr8fJlPwSXwqK90wmw0hu16G4nK52k/GLpcLUVFRyM21Ijs7Gh9/3ICTTw60xJWUOPG73xUhNzcat94qk8VMnhyLRYuS8cQTFYiONsJsNqCgwIELL8xAVlY0/H4/Nm/2Y8IEPxSlDUDwSSbMZknYwi3zUV/vwdSp3ZcZaWlpgaIosNvtGDYsMEPqjz/asWdPG+6/f2yn5zc0eDBsWOeW3sMPl/14/vlqLFnSuaW1awzNnp2ITz7Zh7o6DzIyLPD5FHz00T48+mg5EhPNeOyxCX1aLkbd/paWFlx66QQcf3wyJk4MvbboueemY/78RGRkRGHp0hJYLAa43X6sWdOM5mYvzjgjDTfckIXUVNm2228vwsqVJhx7rMSS2aztHFgul6v9QKrGkJb8fj9aW1vh9/vhcDiQmNh98qT+am5uDhpDWtH7ONQxhvTQ2trafhzSI4bcbveAxVBra2tExpB6jjmgc40pChh1DFD6bfDHv7sf3tgRqM5YjOgBOJfpHUNOp1PzGFK/Wz1jqOPvOBKPQ+r1kF7lq7GjHo/0Pg5FRwfvRXSgBiKGOh6H9BDp57Ku19TGvoy56gW9Y8jv9x80MaRX3qR3XmZQ9ldvud1u1NbWIiMjQ/MvGgB8Ph+qq6uRnJyMuDjt1xZUFAXV1dWIiYlBcnLo5UDcbj/KylwYPz50YhJKXV0dACAjI5BYffhhPe66qxRnnZWGs85Kw65dbXjuuSrExZnw9NMTkJUV+CxtNi9uuaUQmzdLMKalWfDAA+Pa11o888zNMBj8ePvtabBagyfI27a14vLLC/CPf4zFiSemBH1OWZkLSUkmJCV1Pqm0trbCZrNh+PDhnRLwxx4rx/vv12P58iNgMkkCu3VrK668sgB33JHbLZH0+2UZEXV9T1XXGKqsdOPSS3fA51MwZowVZWUuNDV5sWhREu68c3Sfx8H2J4aeeqoSX37ZAIvFiKOOisf552d0i4G//rUEy5Y14He/y8T552f3qfzeChZDWrLZbGhra8Pw4cPb1/jUUmtrKxobGzFixIiQlTj9cagch/qjvr4eiqLoFkNNTU1obW3FiBEjDs0YWnUPsPJu4A8tgLFDT5D6AuCpKfCf+ACqRl3EGApjoGJo+PDhmidPwMAdh5KSkhAf37v1sfuCMdQzh8OBhoYG3WMoPT0dVmvfGjR6Y6BiyGq1IiUl+LVmf9XX18Pv9yMzM/g8Gv3FGApP7xhqTzDpwL3ySg2eeaayfVzicccl4/bbc5GREbyra3m5C0ajrFfZ0fLljdixw4Hrrx8Zsvvr9u0OXH11Ad59dypGjNCm5vnWWwtRW+vGSy9NhsEgyeXttxfBajXi9dcnIyrqwGuuKitdePPNOtTUuJGZacHxx6dgxgztA1kLLpcff/xjMVautOFnPxuGX/1qZPtYz66CLeFCRAeBgveAN5cAN+yWiX9UH1wJ7PwQuKkUiBqaxzAiIqKhgAmmRux2H0pKnMjIsHTrVqo1t9vfr6Svq9deq8HDD5dj5MgomM0GlJW5kJtrxWOPjUdOjva1t0OZ36/g6acr8dJLNUhNNWPJkgycdloqsrPlc2hs9GLVKhtefLEaxx2XjN/8Rp+WTiIaJJXrgOfmAFesAEYdK/c17wUeHw8c/XvguL8O6uYRERENdUwwCYoCrFplw4oVTQCAGTPicOqpqZomsZFm1y4HXnyxGt98Y4PXqyAtzQKjUWboBYAZM+Jxxx25GDeu712tiWgIa9gNPDERuPhDYOJZct/nNwM//Au4qQSI1adLIBER0cGCCSZRGE1NXqxc2YTdux1QFGDs2BjMmhWP3Fzt+8MT0RDQXA48kgNc8AYw5SKgrQF4dBQw40rgtMcHe+uIiIiGPO1HpRIdRJKSzDj77DQAaYO9KUQ0ENTB1cr+qfnXPgF4XcCCWwdvm4iIiCLIodsHkoiIKBxPK7D2n8D0nwFJowZ7a4iIiCICE0wiIqJg1j0lXWQX3j7YW0JERBQxmGASERF15fcAeY8Ck5cA6ZMGe2uIiIgiBhNMIiIiAGgsDPy/eAXQUilLkxAREVGvMcEkIiLat1PWuizPl793fgSMPxUYcdTgbhcREVGEYYJJRESUMg6ITQeKvpS/2+qBRXcO7jYRERFFICaYRERERjOQNQeo2Sx/p00EchYM7jYRERFFICaYREREAJA5DajeIP9ncklERHRAmGASEREBQPIowNMGmGMBo2Wwt4aIiCgimQd7A4iIiAZVfQGg+IGNL8jfyblAS8XgbhMREVGEYoJJRESHLr8XeHYm4HUClhgABqCtEVAKAUUBDIbB3kIiIqKIwi6yRER06DKagV9tBH7yDnBjIZAwAjBFybIlG18c7K0jIiKKOEwwiYjo0JZ2GDD5fCB+BJA6AYhJkfuLlg/udhEREUUgJphERESqtAnSRRYAouIHd1uIiIgiEBNMIiIiVeoEwF4FnPM8cOI/BntriIiIIg4TTCIiIlXKWJn4Z/RiICZ1sLeGiIgo4piWLl26FACqq6uxZcsWWCwWxMdr3y3IZrNh48aN8Hg8SElJ0bz8trY2bNiwATabDZmZmZqX7/P5sGnTJlRXVyMzMxNGo/a5+fbt21FcXIzU1FRYLNqvwVZcXIydO3ciPj4eVqtV8/LVGDKbzUhISNC8fDWG3G63bjG0ceNG3WOoqqqKMRSC3jHU1NSkaww5nc4BOQ5VVVUhIyND1xhKSUnRJYZKSkpQUFCAuLg4xMTEaF5+TU1N/2LI4wB+fA447GwgZUy3hwcyhjIyMmDQeBZbxlDP+h1DPRioGGpsbNQthjZv3ozKykrdYmjHjh0HRQyZTCZdYqi5uRkbNmyAy+VCaqr2FWGMoZ4xhsJr/0ZramrQ1taG6upqzd8EAOrr6+FwOFBZWalL+TabDXa7HTU1NfB6vZqX39raisbGRjQ2NsJut2tevtfrRXV1Nex2OxobGzUvHwCqqqrgcDhQV1enS/lqDNXU1OhSvhpDVVVVupRvs9nQ0tKiewypsao1n8+HmpoaxlAYdXV1uh6HGhsb22PI4/FoXr7D4Yj4GKqsrNQ1hqqrq/t3LlOTSltJ0IcH4lym53HoYIihgToORfL1UEtLC2pra3WLoYaGBl1jiNdD4el9Lov0GPL7/QMWQ7W1tbqUH+nHofYWTLXVctSoUYiOjtb8jeLi4uD3+5Gbm4vY2FjNy4+NjYWiKBg5ciSSkpI0Lz86OhoGgwEpKSkYNmyY5rU5RqMRVqsVsbGxyM7O1qU2JzY2FmazGaNGjYLZrP0SqAMRQ4qi6B5DI0aMYAyFEBcXB5PJhNzcXMZQEB1jKDk5WfPyo6OjYTQaBySGcnJydI2hIXscssQCax4CMqYAo4/r9rDeMRQTEzMgMZScnIzhw4dH9HFIrxiKi4sDoP9xKCcnhzEUhNFoRExMDGJiYhhDIcTHx+t6Ta22yEVqDBkMhoiPoUjPywyKoiial0pERBSpnjwcyJkPnP38YG8JERFRxOEkP0RERB0lZgNNewd7K4iIiCISE0wiIqKOEkYCLfqMSyEiIjyKf4EAACAASURBVDrYMcEkIiLqKGGErIVJREREfcYEk4iIqKP44UBbI+DXfiZgIiKigx0TTCIioo5i0wEogKN+sLeEiIgo4jDBJCIi6ig2XW6ZYBIREfUZE0wiIqKOrCly26bPAt1EREQHMyaYREREHVn3LyzutA3udhAREUUgJphEREQdRSfKrds+uNtBREQUgZhgEhERdWSJlVuPY3C3g4iIKAIxwSQiIurIHC23XmfgvtotwLIbgPvTgb8nAsVfDc62ERERDXFMMImI6NDh9wCr/wE490/g43UC96cBuz8N/txtbwH/XQw8PR3Y9DKQNhFwtwBGy8BuNxERUYRggklERIcOVwuw8i7g7YsAVzNgtgJRCUD+49IltqkM2PGuPPfrO4F3LgLaGoAznwFurQCGzwBi0oCcBYO7H0REREOUQVEUZbA3goiIaMAUvAe8+3NpjbzsK2DnB8CH1wCKv/Pzxp4ILL4byJ4nf/s9wEMjgclLgDOfHfjtJiIiigDmwd4AIiKiATXpPOCy5cArpwKvnSFJZvpkoOoHICYVsFcBn90KzPl1ILkEgMIvAEc9MO2Swdt2IiKiIY5dZImI6NCTPR/46ftA1Y/AR9dKIjn7emDqxYAlDjBAks2ONr8KJOUCuccMyiYTERFFAiaYRER0aBq9GDj1UWDLa8D6ZwL3x6Z3vgUATyuw80NJQA08dRIREYXCsyQRER26Zl0nSePntwB12/bfaZCb6MTA83Z+JEnm1J8O+CYSERFFEk7yQ0REhzZXE/D0EdJieU0eoPiAstXAmBMCz3nrfKB2K/DrnYO3nURERBGALZhERHRoi04CznlexmN+/yBgiu6cXLpbgN3LgCk/GbxtJCIiihCmpUuXLgUAm82GXbt2ISoqCjExMZq/kcPhQEFBARRFQXx8vOblezweFBQUwOFwIDk5WfPyFUXB7t27UV9fj7S0NBgMBs3fo7S0FBUVFUhJSYHJZNK8/OrqahQXFyMhIQEWi/aLhB8MMbRz5060trYyhkJQYyg+Ph5RUVGalz9QMeT3+5GQkKB5+YyhntXU1AzNGEoZC7SUA2v/CUy7GIhJCTy2/X/AtjeB056Aw5igawx5vV4UFBQMSAylpqYyhoJQY8hisehyHGpraxuQGLLb7UhJSen5BX00EDFUVlaG8vJyJCcnM4aCYAz1LNJjqKmpKaJjqL0Fs6SkBPX19SgtLdX8TQCgoqICdXV1KCws1KX8uro61NTUoKioCF6vV/Pym5ubUV5ejoqKCjQ3N2tevtfrRWFhIWpqalBXV6d5+QBQWFiIuro6lJeX61K+GkMlJSW6lF9ZWYm6ujrs2bNHl/Lr6+tRXV2NoqIieDwezctvaWlpj6GmpibNy/f5fO0xVFtbq3n5AFBUVIS6ujpUVFToUn5paemAxJBexyHGUM/U49CQjKGT7gei4oAvbu18/7a3gPRJwLDpusdQXV3dgMWQHueygYwhvc5leh+H1Oshvc5lagwVFxfrEkN2u13349CePXsG5FymVwyVlZUdFNdDxcXFcLvdmpevdwz5/f6Ij6GBuh7SK4baWzAtFgtcLhdycnIQGxur+RtFR0ejtbUVWVlZSExM7PkFB1h+RkYG0tPTe35BH0VFRaGtrQ3x8fHIysrSvLbFaDTC5/PBbDYjNzcXZrP2S5SaTCb4fD6MGjUK0dHRmpevxlBubq4uMRQVFQWHwzEgMZSRkaF5+RaLpT2GsrOzIzKG1PdgDAWnxlB6erpuMeR0OhEXF6dbDPn9fphMJowaNerQiyFzDBAVD6x5GBh7ApA0SsZnfvwrYNYvgdGLGUM9GMgYGj16tK4xlJOTg7i4OM3LV2No5MiRSEpK0rz8gYqh2NhY5OTkRGQMmUwmeL1eXWPI6XTqFkPR0dG6xlBUVFR7DGVmZmpefscYys7OhtGo7Yg9g8HQHkN6XlN7vV5dz2WRHEOc5IeIiEjl9wBPTgESRgJXrAA2/gf44Erg+u1A+uTB3joiIqIhj5P8EBERqYwWYNGfgNKVMpPspv8CI45icklERNRLbMEkIiLqyO8BHp8AWJOBms3AGU/KeplERETUI7ZgEhERdWS0APNvBmo2AfHDgSMuG+wtIiIiihjaj3olIiKKdEf9UhLNiWcAFu0nWCAiIjpYsYssERERERERaYJdZImIiIiIiEgTTDCJiIiIiIhIE0wwiYiIiIiISBNMMImIiIiIiEgTTDCJiIiIiIhIE0wwiYiIiIiISBNMMImIiIiIiEgTTDCJiIiIiIhIE0wwiYiIiIiISBNMMImIiIiIiEgTTDCJiIiIiIhIE0wwiYiIiIiISBNMMImIiIiIiEgTTDCJiIiIiIhIE0wwiYiIiIiISBPtCabD4UBRUREcDocub+TxeFBUVISmpiZdyvf7/SgtLUVdXZ0u5QNARUUFKioqdCu/rq4OpaWl8Pv9upTf1NSEoqIieDweXcofqBiy2Wy6lH+wxFBJSYnuMeR2u3Up/2CJodraWl3KBySGysvLdSufMRTewRBDlZWVusZQfX29rjHU3Nysawy1tbWhqKgIra2tupTPGOoZYyg8j8eD4uJixlAYagz5fD5dyj9YYqixsVGX8s3qf3bv3o19+/ahpaUFRxxxhOZvVFpairKyMlRXV2PBggWal19TU4PCwkIYDAYcc8wxMJvNPb+oD5qbm7Fz504AQEJCAhITEzUt3+fzYevWrVAUBVFRURgxYoSm5QPA9u3b0dbWBr/fj/Hjx2te/p49e1BfX69bDJWVlaG0tFS3GKqtrdU1hlpaWgY0hkaOHKlp+cDAxVBzczNmzJiheflqDFVVVWHhwoWal98xhlJTU3WPoaSkJE3LH8gY8vl8mDBhgublH0wxlJKSAovFomn5LS0tKCgoAKBfDG3ZskX3GHI4HLrGUF1dnW4xtHfvXpSUlERsDNnt9vYYio+PR3Jysqbl+/3+9hiyWCzIysrStHwgEENerxcTJ07UvHw1hpqamjBz5kzNy1djqKKiAkcffbTm5dfV1TGGenCwxFBUVJQuMdTegpmeng6z2Yy0tDTN3wQAUlNTYbFYkJ6erkv5iYmJsFqtSE1Nhclk0rz82NhYxMfHIz4+HrGxsZqXbzKZkJqaCqvVqnnioUpPT4fFYkFKSoou5aelpekaQ+pBTu8YSklJ0SWGYmJiBiyGtL5oVA1UDOn1HasxlJGRoUv5AxVDcXFxusVQWlqarjGUkZEBi8WC1NRUXcofqBgaiOOQ1hUUgMRQQkLCgMQQz2XBpaSkICoqKmJjyGq1tsdQXFyc5uUbjUakpaUhOjpa93NZJB+HoqKidDuXJSQkDNhxKFJj6GA4l+kZQwZFURRdSiYiIiIiIqJDCif5ISIiIiIiIk0wwSQiIiIiOlCKDyhfM9hbQTRkMMEkokNH8VfAi4uA5xcAm14a7K0hIqKDwZ7P5LzSvHewt4RoSGCCSUSHhpIVwCunAW47YDQD718OLLtxsLeKiIginatZbg28rCYCmGASUaTyuYH6Hb1//ld/ADIOB67+HrjyW2Dx3cDaJ4Atr+q3jXRw8XsBexXQ1jDYW0JEQ4lh/6zhvZ030+vUb1uIhgAmmEQUWRQfUPot8OE1wNPTgbJVPb/G1QRU5AMzrwTMVrlv0Z+AcScDy+8A/B59t5ki297vgTeXAPelAA+NBO5PA/41C7AV970sv1f77Rtsfg9Q8B6w5mGgaDmg+Ad7i4gGlmX/kj8eR8/PbSoD/p4A5D+m7zYdKEUByvMGeysowjHBJKLIsfV14ImJwH+OBba+Ife9dKK0ZoZTs1kuekfO7nz/MX+QMTPFX2u/rW47sPx2oHYLYK/u22sVf+h9Unyd/3bUHdj2hdO8F9j9SejHfW7g6WlA6cruj3nbtN+ewaIowFd3AC8cDVRvAObcACx5BTjxPqDqB2D7//pe5lNT+35h6Wnt+/sMlH27ZJ/eXAJ8cSvw8knAk5OBHQfw2RB1tW8nsPOD7se9gVK5HvjmTuC/i6Vy6Z5YuX3rfEkUVdZkue1N74bEHOCIy4HPbgLWPKTPdvdH8XLg+fny2yY6QNqvnkpEpDWvE/jgKkkwRy8GTn8SGHM84LRJ66QpKvzrbSVymzK28/25RwNR8UDZd8C4Uzo/1lIB1GwB6guAplLAUQ84mzonUGNOAI7+fff3c9QBX/0R+PE54Lv7pfvUsXcCx/6ld/v773lA1XogIQdInyj3tTUAzeVAay0QPxy4pVy279kjgeu3AemTe1d2T1oqpXWutVYSqYW3dX+OrQSo3QrU7QBGHRu432kDHhwOXPIxMPZEbbZnMH3zJ2D1P+Q7XnwXYLTI/avulZbww84O//q1/5Tv7MR/yN+OerlgtgRZWLxoOZA6Tp7zwVXyPfi9gbFdZ/8bmHm1dvumlXd/DnjapNt51hyprFl1L/DWBcCEM4Bz/wPEHsBC4V6nXMCnTex8v+ILdEfsylEP1GwCHPuAtAlA3DDAEiOtS6bowPN8LqB6I5A1N/T779sFvHwycMEbQPa8nre3fA2wd42818QzJIkY6hp2S9w17ZXfriVGvqusucDo47qPJ/S5gIZCGWrQlc/d83G4J36vVOSUfQfs/Q4oWy2VcwYT8OsCIHV8/8rvi9qtwMe/lN4LljiJgSk/ARJGAM0VwLonAXOMVDgBQNz+xepba3su22AAznpO5gL44ndAQhYw9af67UtfqedLNWnur/I8YMVf5LygHkPpoMcEk4iGNsUPvP0TmaXvjKeBWb8KPBaXKf960lIlFyldn2swAUmjus/89+wMoHrT/ucYJaGLy5QTrtEsSanRAliTur9XyQrgnYsAVwsweQlQ+KVcdKYd1v25NZuBH/4FTLsEyFkQuH/6JZKk2kqBxCwgOlFeP/o42d6YVNn26EQAClC3XbsE86s/yMXiuJOlpW3B7+SCqKOGPXLrtHV/vc8lCXmkK/wcWPV3SbBP+Hvnx2ZeKZ9P1+Snq4p8oHZbIMFUP0djkATp81uAYdMkkc09GohOkrixxADWFGDiWf3fJ621NQCV6+R3OXKWxOT404BxpwKbXwaW3QA8OxO49EsgfVLfyv72b8D6Z4Db6gP3bXwR+Pg6YPgMSfySR3d+zbonge8eBDz2zvenjAVuLAz8Xfgl8PpZwE/eASafH/z9E7OAqDjg85uBq8MsP6H4gfcuBba8FrjvUxMw/2bghHuH5gW10wZ8/Ctg25vyd1ym/OY7/p7n3gic2qWlfcVSYN1TwO+bOt///QMyK/d1W/q2HbYSiZ+KtUB5vvQK8DjkmJs5Vb6bUcfIcS9uWB93sh/qdwAvLJTf3ZJXZDvUoRVuu1QAKQow/eeB18SPkNuWyt69h8EAnPGkVGR+eA0wYmbwc8RgUM990QmB+xSfVPgkjwn9uu3vALs+ks/K7wNaa+T456gH3C2SaOYeo++205DBBJOIhraN/5GT1vmvAVMvPrAy2vYBMSnBZ/gzGDqPGXM1A/t2A0deA8y+HsiY3Ln1I5yqH4BXT5dE4cK3JBkMx1EHFLwP/Phv4KbiwEXK3JuAo34FPD4eSMqVi+lgknLkol6tcQ5G8QMl3wDF38j7xaRKorzw9u7PtVdJK/HRvweGTZdWqPrtQMaUzs+rL5Db1prO96ufb8fPU1EAe6UkS9aU0Ns5lCgK8MVvgZFHAcff0/3x+BGB7yocS5xckKqsKRJLwS5CxywGNr0MnPtfSdgigSVGKly2vi6f1+zrgJMekN/UEZdJq88rp0q32V+s71uSsPsTYNSizvdte1sqYuoLgLcvBK7J7/ybTp0gyeU1eYC7VVqTXM3dW74mnA5kzwe+fzB0gmmJA+bdBHz0C7mwTsoN/rzvHwC2vA6c+qhUfjmbpNvj9w8B9TuBi96Vz2io8LTKEIOGQuCUh+V7ikmTz/TTX0vLnTVJKtW6KvpKem101VQmFWpd7VkmlTAp46SrafUGeZ+azdKC7NhfeWBNAbLnSmVW9jwgZ75UsAyW96+U4+S16wKt7z63JORf3ymtque8AIw/NfCa6ET5HBuLev8+BhNw3kvAU9Mkybzi2+6VeQNNUYDdn8r/vU5ppQXkt/feZcDtDVLBGkxrjSSn7haJ+bhhwNgTpPLp4+vke2eCecgYQkc9IqIgyvPkZD/xzAMvw22Xi5mK/M7d4rxtcqF1+IWB+3Z/KrXo827qnlj15OPr5EL00i/3ty72YMwJwJUrJZEsXSVdsFRmq1z85T8WuvuZ0SJJZkNh98cAScy/+K1094tKkG5c9hogd2HwBHPjfyU5nPUrwOuS+2q2dP8cqjfKbddESR0npXZhLF0JfHitdMVT9/esZ+WCcygr+1YutC/+qH/JQXRioIsrIMlQ8ujg39eE04H8x6WSImuufA/5j0vrzfAZB74NejLHyEX2ro+BSecBc3/T+fG0icClX0g37uW/B855sXflep3y+U+7pPP9F38gsbX7E+D1s6WVefxpgccTRsqt0Sxd6EMxGKV78zd3SrfMUN+x2qugZnPwBNNtB1bfBxxxaWDf4zKla/nwmcC7PwO++bO0ZA4VX/1BurZfsaJzr4n0ScBly8O/1mgK3voemyHJvOLvnPAvv0Naj8/+N/Dv/TEdmyGVV0dcBow4SpKP1AmDn1ipSlbIeeL81yW5dLfIWMldH8s+jloEXPyh7ENXGZNlzH1XnlapBEzKleNwx8/JmgKc9riM6dzxP+DwC/Tcu56VfB2YvMzVHKgUjEmRybwaC4FhR3R+Tds+IP8JmdNgwhlyvhl3cuBxRQE+uV4qfeiQwQSTiIa2o34h3e2eXyCtOyOO7HsZ6pTw656SLj5qV9kNL0qSOeH0wHNrNkkLX1+Ty6Yy6e519vO9Sy5Vag25q6n7Y2OOB1b/Haj6sfs4sLb9NcnJY7rXmit+6XKZ/5gkKz/7FBh7UvhkSVGADS/IZxE/Qv42WwPdYTuqXCe3XRMl9QIiKk66yb56BpB+mHxvzkbguweAFxdJa1ZvWgAHy57P5Dscf0rPzw3HmtS9G3H6pODL6+QslORp7/cyfu+Dq4DCL4DzXx26CaaiSGs/DNLin5jd/Tmp44EZlwPrnpFYnfebnlunGgsl8eva7VvtbjrhTGkd2f1p5wRT7dLn7tJFNpjk0fuXnakOvt1AYBxlqG6PxV9JXM+7uftjU38qicqah6RldyiMyVQUaW098urOyWVvxQ8P/lmkHybHUVtJ53Huk86RBNxkAW7Ytb/3xBDvxbDzA2mJnLK/0tFtl1bXSecBM64IPx439xipFOqaaH/9JyDv0cDfpijg+u2BirbJSyTZzn9s8BPM/MflPKH+NtReOGp3dFuJJJgtlXJedTUBX9wmlXI7P5TKR2uydG1XPwN7pVQ+qhVAdEjgLLJENLSNnCW17Z424LnZwAdXhu8SGow6I+uml6Sbj6tJ1sD8/BZpvRw5K/Dc+p3dx8LUbAL+d4lcTIbStk9uQ3WlC0VdNy3YxCWfXCe3akKn2vOZtHp+/6BMZqK2EKo+vV4uFI77q6z7Of60nlviyr6VcmZeLUmRwSAX8V1nwG2tlc8obpg8v+O6b2qXt5hUSeYNRuDnn0trxdzfAFetkq50K/4aflsG275dMpFJf8bP1W6Vz8bnkn+q5NHSKtx1vbyoePkut7wOPHm4jEu74I0D7xY+EBr3yKRF57/auZJG1bZPxvqtexpQvMC3dwNvnNtzuWoSE+q3ZDDIGL2ulR/qb8jXYdkhR5109V7VpRVRHT/dsYW5q+hEieFQz8lZKF0cQ1UAHH2HjEXb/k7o9xhIzXvl8zjQboqpE2S8d9fYzZwmt11b78adLLFftUGSqaGeXAJSwZOzIBBL8SOAq74Dznym58me5t8CnP1c96EYk86T2wW/k9btM5/pPnxi6kUySdRgLmNUsxnY+REwa/95p6nD3ARql+nWWjm2PZwNPD5OeicU72/5jh8GnPEUcOOezp9Beb7cDtWKMtIFE0wiGvqy5gLXbZaEacd7wD8PAz68uvfTqBuMUqsaFS/d6v6RDCy7UbrJnfufzs9tLAyM2XLagJV37Z/V9Yfw75EyTsbXla3u276prS3BxrUc80e5/eK3wGtnAO9fIUn2q6dJS9hRv5BWHltJYHbbnR/K5Cgn/h049s/Bx50Gs/5fQGwasPZJWeexqVT+7toCV7ICgAIcda1ceHec0Ef9f2KOPG/M4s4ziCaPkW6P4ZZAGQp87sCkHgdq2Y0ythaQcXmKTyaC2fiidJnrWilQs0lmp6xcJy2n12/r3GV6KFIrFIIlgrs+Bp6cIr0PJu1PKhfdCZSs7LmCqGV/pUZMaujnGE3d19tUL85NUfIdrn9GtqHwi+4Xt+pre+qaaYrqXEHQUWw6MP3S0K+Ny5RZR21DZNKr/s7yOvwIOR50nRQt/TD5vWx7u/P96iRYag+LlkrpotsYokv/UGArlf05ELHpwSuE1JllZ/1SJg2bcWX3Cr8jLpPhA4M5XnflXyVmT7hHur/XbQ88pp6f3K1S+XbJRzLPwPxbABiAX20CfrZMhld0/d0WvC+9BPraK4giGhNMIooMllhg0Z9kMpyFt0ui+eRkmeyjawtfVwajnOD+b5vUTB92jpwQL3wrsEC2ylYiNfGvnCrrna28S07+164LXwMfnSgJQd4jgUlwQunYzcy9f3KMjjP2qWZcIWMsM6dIklK9QWqSz/2PLAsRmy7jfhR/4D2/u1+6ES8IsrxIMPt2As8cAWx9TZZ3aNgtk8wk5spFo9q9WFX0pXR1mvYz+btibeCxqh/l80wdL+MtZ1zZ/f0Ss+R9hrLYDFlepD+O/XOg9felE4H7M2RMnnqRVZHf+fm1W6USxBwr47+Gchdildq1tH5n5/vt1TKmLG2izCzqdUrL7ZSfAFAkTkJZ/4wsDwF0/2121FjUvWure39L44bngcfGSA+A7HnAdZu6t7CqFSc9LcUQ7Degamvo/j12eo9GGfOcmBX+PQaKNVmOhX1dl1c1fKbcdv3+ipbLMajg3S7vlwIoAGo2ymRJj4+XpXtadVi7VyvhlsHpK2+bjEPfs0xied8eSeKemyOfWUdxwwZ3GaKy1cCOd+UcG5UgSWTH77m9p41R/k04Q3r/VKyT31ioWaJdzVLu1IuHzjhbGhBMMIkoslhTZCmHm0pk+Yiy7+SE/erpoVsZTdHSopGUK7XT1qTgkzR42+SE6GmViX4W3ArcsBM489nejas8+QEZv/PiIhnP6Pd0ftzTKt1XH84OJJlq97uoIAkmAMSkS1Jy1WpJii/+SBbpVmu61e5pNVukpaViLTDlot6fzKPi5SLaYACWvArcuFtaRtXXd5oR1i8tUxPOkG7ECSOlRVhV+KV0GzSaZWKTSUG6Q9Zu6768xFAz+ljpftnX1uhOZRwHnP5P+X9iFjDzKuDyr6XLcmK2TOrU0bSfAac9Bngd0lVNtWdZoKVwqEnMkZbBdU927toXlynjbi/9QsZJ7v5Euoumjpdux11bb1WOepl4R71YDdWa01Qm30/2/M737/pYbre9LZ//NXkyIUuwpRVaKqX82Izw+xgdZByt6vNbgHfCrF+Y96j8ZiYvCf8eA8VslWNJuKQ4lE+uA9Y8KMfS7f+TCcS+/Zv0qHjlVPmcojsk642F0uPCACDvMZnAZs6v5fjSm3VFB4slNvT33Vfb/wf85zg5F3gcwKunytJH8cOAlDDLfQw0v0eWFEo7TFpZAZn9teSbQOu9OgSkY4VMW4OsVxpu3Ojml2XfjxyCa/iSrphgElFkik6U7kY3FcuYlrptwL9my0VN17GSHVshknKlK2IwbQ1yu/hv0kK4+O7OM54qipRfnhf89XHDZJzh8COkC+/fk4Dn58u4s5dPAh7K2t999R+BCQ/U94wJ0TpqiZETdCgJI6VVs3K9jD3ze/o2yVD8cGlRHH+6dF/tWHvv93buVlf6rbR+TF4iCejk8+Uiyt0iLaHleYGk0tMqF98dkwlHvVyY9mdG4IEw9WK5EH/np+Fb2wBZx+7bv0m35a7jp9RxS6c8Apz8IDB6sfw9enH3FgxAJmKypsjF3s4PZOmCV0+XVuOh6qQHZGKPty6QZW4AaeHIniv7sexGqRA58lpJ6JJHd2/xBKQC6H8Xy+zFR+xfXzBUy+HmlyVR7RpHamXLDbulsqTjjNFd2Uok0e+axPo9wNd/lC7LgFQONJUFL6NsNTD2xOCP7Vkm4z5nXze0Zk0es1jGcIcbexpM0iigcLkkHFtekVl8v71bKsaWvAoc9xf5/tXkbN9u6XEByHJPt1QAJ90/sOtZHoisOTIOUwvTLgF+sVaOoUdcBvzyR+D3NqkkHEoxservsrzImc8Exp1POldiZOeH8nfN/vG1HbsPl+dJBUrXGZvVilVFkRbrsScOnTU+acAwwSSiyFO2OjAOyBQNHPVL4Nc7Zdzh9relRVMd9wLIrKYdxzp6QkyXrrbWBZuKH5CLxk3/DV/DnZAly5RctVoS4NgMmVRI8cu4xV9tlPtV4cZgqvvX06yY2fOkJjkqXhLokm/CP7+j7f+T1oZ5N3V/zG2Xz0615TXZn7H718Kbc708Z/nvZTKXmFRg+s8C5W57s3PS9c2f5XOYe0Pvt28wmKJkjJEpSlpo/rtYZoL87j7pAv3NnTJZ1FNTgUdygRV/kUS/W9e6Dt3KOpp4piwF8OVtgcXuAfn+LnhdLubeOBfY+oa00k8J00o22MaeKF22i78CHs4BnpgIPDZW/m1+VVqyz3kh0CKeNVvG53ZsGW9rkISlZAWw5GUgdWLg/q48rbIkwuTzuq/V6Nk/DjlUZU1HzRXyW+3I1Syf++r7Aq3Gw2fIJCVdx3v++G9JUp1dZn9WFJng6o1zZbKYkx7oeVsG0uz9v9lv/ty75295TbojH/174OYyYMZV0jX//7YBdzRLq/y0SwI9jtUZFQAAIABJREFUQuq2ye34U2X2akB6BHQc07ztreDLeQwFo4+TfejrRHLBGIyAu00qT2ZeJV2M+zu2Wytql9c9y2QYyNwbZN9V2fPlO1319/1rgL4lrZdqN2kg8PuMTQvcl/eIVKw6bUDZKhm6Mef68Ntir+p5WAlFHC5TQkSRQ/FLMvP9g8DxdwcmwQHkxL3wdhlr9exRMpmKutZjx/UIPW2StAUTlylJQrBJORz10iIz7IjOa3yFkrNQ/vUkZv/JuegrGXPZNRk55g+BWXBDmXVdoJXrqF9KMjTlJ6EXkVftXQ18dYe09ARriWmuCFzEexxykXHEZYFa7rTDgGPvBFYslZagi94NLEHhbARgCLTU/vAvab1dfNfQWLKhJ8ljZKKddU9LN8/1TwcuqKzJMkZyxExg9v9JbX+wKfjbx/l1WZbjsLOlJe/7B+TCfcpFgcfGnQL8tlqS/pRxQ+eCNJzpl8qY2+1vByYGGXGkjNHqOuHHzKskafnwGvncqjfIxFLeNuCCN2V8tLqMS/2O7mO7ViyV3+KxQRIkdRxza618vl6nJP85C6TcjrzOwG9N8QEFH0jC31IhSf6Y/ZUoh50jCeP2d+Q3pXbjXf+MbNvOD2XG5ozDJTHZ8IJ0cZ56MXDO80Pv+0ubKJ/diqWSaB775+CTNLVUAMt+I11bz3kxsPxI7kJg4wuSZHY8jqpLytQXBI576ljLjt2QCz+XluqTHgi0OA8lUy+WOMh7FDj10Z6f35PSb+VzCteaPhheOkFaoyt/AHKPDl4RcsojwMsnA09Plwn1jr2zc4+W3IWyb+9dLr+Nwi+AgvdkiIU1eX9PH0P3ffe5pYKhZAWw6xP5jDKnyBAQOmgwwSSiyPHVHyS5POYOuTAPxuOQ1pKOLWex6fJ3W4PUTI+YGfy1pmhg5FHSqjT3xsDJtOpHmaDFsQ/46fu9n5m1N3LmSzLz4dWyTEXXJQRCdcHraNzJgaR34W1A8dfA2z+R1orZ/9f9It1WIhdQax+XRrbzXu5eZs0maXlVLwJ//Lck6Ude0/l5x/5FEiZrSuexleNOkYvrp6ZJDXf1Rlkb8Jg/9Lw/Q4U5RmZJnH/Lgb2+brt0CYzN7FKuFbgmX1r9Dr8wyPtaI2/GxYSRshRNT8acIF0lv/mLVAKZomW9xOPvCczerI7v3fBiYIkHQJK8NQ/Lcg/BPp8xx0uXzdfPlv/v+ki6twZbO3fcSTI789PTJZlqa5Dlii76X+eF5MeeJC07710qXV7rCwAosr1zbpD7P9u/3wajJLMXD/Fu4Mf+RSrSvrtPvoORs2W7k0dLxVDlemDP5xKHZz4rFV+qzP2fe932wHrCgBxjrcmd18ZVe4qoSfb2t4H3r5T3mvNrPffwwMWkyjEz71Fg4hny/XdVs1kqHU57vOeZecvXyDmla0XDV3+QbuRdKz4GylHXyrl05pWSXAbbjzHHAxd/IBUoUy6UuOkoeYws0/PFrTJGNzEHOO0JOe8A0tPFHA08OiowIZfHIRNfQZEYzJ4rQ0am/1zX3aWBZ1AUaSf3er2or69HWloaLJZ+rP0Vgt/vR11dHZKSkmC16lOjV19fD6vVivj4EF3N+slms0FRFKSk6LOWk91uR1tbGzIyeph04AA5nU40NTUhIyMDRqP2vaMHKoYSExMRExOjefkAY6gngx5DD42UE9JF73V/rL5ALpbynwBSx0kXVbU1rfgr4KUToVzwFgz/+yk8JzwIy8Igi6MD0mXotbNkrEnOAhkvVrZaavAvfCv4xWrHzTiQGGqpkFaX4SES3w56FUN+r3SBy3tEWmpSxsrFo9EMNBbLuEhTlHw+82+WCVj2U2MovW0nDMt/LxO1WGLlIqOpFDj5od7v197vgR+fk26Ek88Dpv0cTpfr0DkO2avlew02oVQY9fX1iI6ORkJCiImf+mmgjkPp6ekwhJpsytMqM/UmZgOWuO6Pb3heWjmPvFa6Xe/6GFjzCDDuZDjPexNNLY7gMVT8FfD1ndICnD0fWPRHSaC6UhTgh2ela3lcpqwVO+YEwGDoHkNuO7DmIUmqhk2XVvyOrfDq7zdpVPilVfYbqHNZjzHkqAO2vimJeM0W6apotsoao5POlcqkrmMm9+0E/jkJjuMfhmvqFZ1j6Nkj5djzq01Syde2TyY0Sxgpx5v6Aqkwu/DtHmfvbW1thcPhCB9D/RD2XOZzAf89XhLt6ZfKNiflSg+astVS0ZCYBfxyQ8gWajWGhr0+F4aJZ8j6kKrGIulKfvIDwLwQ56EeDJkYUrmag4/9t5UAW14NjGOOTpSu6emT0JR4OPyWBN2OQ4MaQxoYUueyA9CeYG7duhW1tbXIzMzE1KlTNX+j4uJiFBcXIy4uDnPnat9VoLa2Flu3boXJZMLRRx8Nk0mjaab3a21tRX6+zLw2Z84czRMQn8+H1atXw+fzYcqUKRg2TPuB8Pn5+WhtbcXo0aMxduxYzcvftm0bampqkJGRgWnTtO/6osZQbGws5s3Tfha6uro6bNmyhTEUxtq1a2G32wcvhj68WrqgDZ8p43pgkLGYFWvlBGaKlprZ4+/pfLJzNgIPZMJvjIYfBmxc9A5mHXNK6A0p/lpqd/ftlMRs0nnStS/csgkIxJDRaMTRRx8Ns1nbTiIOhwN5eTLBUK9iyNUkYyEr1kpy6PfK/oycJRP1dJlB0+/3Y9WqVQd3DPVTSUkJioqKdD8O6RlD+fn5UBRFl+NQxxg6/PDDMXz48J5fFMp390lLp88lv+051wMn/B1rf9gIu92OUaNGYdw47SdL2b59O6qrq5Geno7p0/tWOdAbQzaGvE7AZAm/TIfPDeWRXJSkn4ri3Mswe/bsQALy4dVSqXT9jsDzS74B1j8r/5+8RGYc7aEHiKYxFMK6devQ0tISOoY8Dhmb+OO/AzOoAgAMMub01EfCzkCsxtCxa86BacHNMjQAkAnRXj5FZkG+YWf4pa/CKC0tRWFhIWJiYjB//vyeX9BH9fX12Lx584AchzrFkEb8fj9Wr14Nr9c7eDHUT3ofh/SOofaIUbNXvVoX1XL1Kj86OhpGo7H9Vmtms7n9B6ZHTYK67W1tbbp9RjExMWhtbdWttkvdbr3KV8vVq3w1dqKionSp7bJYLAMWQ9HRIcYY9pPVaoXdbh+8GDrrOWll2PyKrK3l80gLyLiTpRvbhNODn7CtKcAJ98L/wwvYmnUVLIk9nGzGHN99ZrxeGIjjkMVigaIovTvhRydJYjzzql6VbzAYBiyG9DzOdbzV2sFyLut1DPWRwWCA1WqFw+Ho/2e08HZpRavfKeu97v9tx8TEDO5xSKPyh1wM9Wa8qCkK3qvyULl5N8xGc+dz2WlPdJ/xevTiwOzJvaRpDIVgtVrR0tIS+ju2xErXzRP/Ia3hrXXSgpkypldr1Krb7UmZCNOW12Tsq6NeeoLYq4BLPj7g5LJj+XrFaFRU1IAdh/S4HlLPZT6fT9dzWUtLi+7nskjNy9pbMAHA5XLp9kUAgNvthsVi0eXiHQA8Hg9MJpMuPwZAWogAaN6ypfL7/fD5fLr82ABAURR4PB5ERfUwZqAfGEPhMYZ6xhgKz+fz6ZYcAIyh3mAMhccY6hljKLyDJoYat8t4+IY90nI76ljglIdlduJ+YgyFdzDEkNvt1r18vWKoU4JJREREREQaURSguUyGbfSj1ZIokjDBJCIiIiIiIk3o0+5NREREREREhxwmmERERERERKQJJphERERERESkCSaYREREREREpAkmmERERERERKQJJphERERERESkCSaYREREREREpAkmmERERERERKQJJphERERERESkCSaYREREREREpAkmmERERERERKQJJphERERERESkCSaYREREREREpAkmmERERERERKQJJphERERERESkCSaYREREREREpAkmmERERERERKQJJphERERERESkifYEU1EU2O12KIqi25vZ7Xb4fD7dym9ra4PH49GtfJfLBZfLpVv5Ho8HDodDt/J9Ph/sdrtu5Q9EDLW2tjKGwtA7hvx+P2OoB4yh8BhDPRuIGHI6nbqV7/V6GUM9YAyFxxjqGWMoPMZQz/SMIdPSpUuXAsCuXbtQUFAAt9uN9PR0zd+ovLwcmzdvRlNTE0aMGKF5+Y2NjVi3bh2qq6uRnZ0Ng8GgaflOpxN5eXkoLy/HsGHDYLFYNC3f7/cjPz8fpaWlSEpKQkxMjKblA8DGjRtRWFgIs9mMpKQkzcsfqBiy2WwYOXKk5uUzhnq2YcOGiI6hiooKbNq0SdcYWr9+PaqqqiIyhhRFQV5eHkpLS5GYmIjY2FhNywf0Pw7t3r0bO3bsYAyF4HQ6kZ+ff1DEkMlk0jWGXC4XMjIyNC9fjaHGxkZdYshms7XHUFZWFoxGbTuruVyu9uNQZmamLjGUn5+PkpISxlAIlZWVjKEwBiKGNm3ahD179ugWQ3v27InoGDKr/1EzWL/fr/mbdCxfr0xZ7+33+/3ttQh61Sao2673d6DnZzQQ5esVQx23X4/vWFGU/2/vvOOjqNM//tn0RkgnldCRJr2LiihYEDs27L17epa736no6dn1zju7WA67oqIiKNIEBOmQEEpCSEJ6QtpmN3V3fn98dtjd7GwSYCaFe96vF68lO7Pfnd15dub7edq329tQR50Do68TRh6/oigdYkNGnGP12I0aH+i4e0F3Hb8jbMjIc9yRNtRd72UdNV8xcnx1bKNstKPOsdzLtDHahlzHNmo+1N3vBd19fJPiOLN2ux1VVVWIiIjQ3VMB0ICqqqoQFhamu6dCpaamBgEBAQgKCjJkfIvFAgAIDQ01ZPz6+no0NjYiPDzckPGbmppQW1uLiIgI3b3igNhQe+gIG2poaDDEmwaIDbUHsaHW6Sgb6tmzJ3x9fXUf/0SxIUVREBYWZsj4YkNtU1lZKTbUCkbbUHNzM8xms9hQK3R3G1JTcMWGvGOkDR0RmIIgCIIgCIIgCIJwPEgXWUEQBEEQBEEQBEEXRGAKgiAIgiAIgiAIuuDX9i6CIAidQFUOsOx+IKIvMOhcoN9Z+o3dXA/sWwzsXwLUHALm/Qz4Bug3viAIgiAIwv8oIjAFQeiiKMD+HwDFDqRM8r7b1neA318EUqYCF37Y+pANNcCGV4BN/wbqKiheT7oA8JFL4XGh2IHXhwC9pwFnPguE6N9SXTAYWwOQ/StQuIW/h3F3AMFRnX1UgiAIQjdEZlWCIHRNIvoyanngZ2DNU0BpOhA9CPALAiylQEkaJ8SVB4CIPsCIK1sfb9t7wIq/AvVVwMlXAxPuBhLGtv4axQ5kLuH72JqAhDHAyGsA30DPfa3lwP4fgcP7OEFPmgAMPA8w/Q9UIph8gNE38TxlLgHmLgJSpnT2UWmTuwb47Wlg5LXAydfoM17yJG2b6A5UZAEb/wmkfcLfhl8woNj4e7vks84+Ov0p2w1sfx8wFwF9TqPdnqgOprrDQKMF6Nm7s49EEIT/MaSLrCAIXZdl9wFpnwGJ4ziRb7I6t/mH8O9R1wPnvwP4eGmzrdiAgs3AgsnAoPOBmS9RqLaHH28Htr4NhPYC/AKB6jyg7wzgml/cheOGl4GVjwHNdUBoHGBr5GQ9ZQpw1RIgKMK5b/keTm7jR514EaKqg8AXFwPl+4ArvgP6z+zsI3KneDvw3iTAPxRoqAbu3gdEDWj9NZXZQGQ/7W25a4APTwcGnA1cvVT3wzWU0jQK7YyvgYAwCu4RV9OJ8mpvYOilwLn/Of73aTTT3sOT+L13JtveA366i8cRngSU7uZv9OolQGAbSxnUHOJ1oKuk0jfUACW7gJBoIGaI9j4/3gYUbQdu2XRs71GdC+SsAfI3AiU7+fkv/+bYj1nofuStY7bP4DmdfSRCN+MEddsJgnBCYGsEAsOBq39iNNFaBjQ3ACExwMKZQG0xcO7r3sUlACy+CSjaCtyZDsQOO7r3z/0NmHQ/MPMVwGQCdn0MfHsNcGg900EBTlp/+TOF7mlPMJqqONJ7v7kaWHoPcNFCRhO+uJhjAoDJFxh2GXDG00Bk/2P5droeEX2B69cAn54HfH4hcO1ypi53FWoKeDxz3gNe6w/krfUUmLYGZzSy6iDw2gDghjXO8+1KxiI+Zi2jAAlPMfb49aC2iJH8nf9lKvOZzwFjb3UKrAM/A5YSYMjFbY+l2ICibUyrPZwJ9J4KDLmE26zlwC8PAulf8Dv1Cwam/Bk4/Un+lvSgvooOg/PeAPqe0fq+aZ8AP9wKDJsLXLCAIjNrKfDlpcBPd/M36o28dcB/Z9Axddu21q83RtNYC6z4C687zfV87vQngdMe99zXPwQwF7g/Zy0Dvr8ZmP0WEJagMb4Z2LkQ2LUQyP8DgAL0SAISRnc9h5FgPGueBGDq+gLTXAgEhLbtKOruKArw21PAiKuAqIGdfTStIgJTEISui2IHfBwLDJt86EEHgIJNFHkXf8xJVGsMPBfY+RHHOlpu+p3RHXVCPPh8PpbvdQqOJisAE3DWixS+APcfPAeY+jCw5u/AOa8Bvz7KaMKFHzLikL0c2PgvYN8PwOw39UnXNAJFOTpBEBjOqO1H04HPLwJu3Qz0TDXu+I6GQbP5r7mOfzda3LdnfA0svgF4qIyp2OZCAIr3FMr9PwDJk4H8DUDeemD4FYYe/nGz+0tGtew24IxngIn3ev5+gqPo/OiR6HxOUYDyDP4GawoYOctdA+SsZiQNoFgJieb/rWXA+6cwcjn1YSBxLJD1M/Db3ynoR17reWxb36Founlj+9PKA8IoMpfcAdyVwePWojqX2QiDZgOXfOocf8A5wDXLKYC9YWsEFt/I15SmA1W5bUe9jaKhGvhwOlCWwXMXngQs+xMdIVrEDKEN1x0Ggh3nZveXTOXXwlIKvDMOqMkHUqcB573ONP/OTLH94zU6CC/8yP35qoNAgxnodXLnHJfeHN4HHFjO0g1vfDOPJRr9Z3XccVVmM0Ojq2JvBpbcyWuHyQRM/zsw7a/u+zTWAof3AzEntT1faEldBZ1yob2c9/djodFMp9bxlsykfQKsng/ApO1U6kL8DxQHCYLQrdHK4t/zDRDQg2l8beEfzEc1KqUorMH6ZyqFamsERbiLC1sTH00uz024B7h9u/bNp99ZgL2J9aK7vwJG3wCMvI71mdP+D7h7D9D/LODba4F1z7X9WToaRQFejgfSXWrxmus4GcpbC+z9lim/LQkMB65YzJvpN/MY6eoIircDH5zaumAAGG0DGG12JfMnTkbsjvNclcNHrQl2yS5un3QfRVnR1uM48A4g/TNg0ZWsF717L3DKo9qTrcTxwMPlnIyp5KwE3hgOvD4UWHgWsPxhoPoQP3fvqcCjVcCDhbRpAPjuBk7orl8FTH8KGHwBo4wJY/jb1SIsHijcDBTvcH++uc5ZO90SHz+Oe3g/J+feWD2f4vOC9z0neClTgD7Tvb92y5usU510P/8+FkeVXiy9j7+961YAZ73AczXiKmDWq9r7x4/io+t3WryDKd9a0Uu/QDrG7tjFTIRxd3SuuFQURtAyf/Lctu454Ku5xzd+Yy3wyTnA+1ONvUZt+g+zOtraZ+XfvG8v+IPiIme1rofWJvXV7iUeXY1fHgS2LwBOfwI4eR6w+gn3qP2h9bzXvzMWeCWJDhZv2BqBjK+ApffSJp6LAF6I5rVv8Q3HfoyWUuCVZOD9KcDLCSz9Kdxy9OPYGoFVDlFZW3zsx9NBSARTEISui48fPZQtKdpKkdaexiqVBzmp7JHEqOHq+cCh31mP2d5aTIA1a0vv5f+tpc7nTSag10jt1wQ4as5yVzH60PL9gqPZEGfpvZxExw3jcXUVTCZ6btf+A9j0OifalhL3fYZeClz2ledrw5OZivjpbIqKoZcZf7zlDuFrLef59sb+H5nm2LIR0cEVAExO4VWWQUdGWKLHENj3PevxBpwDxA0HyhxC21rOYyjcAoy/s/Xj6CjMBcD3tzCaf/m3bTe1aTmh7DMduH41I0Y9Eig+/YKBZ0KYGu6alnZwJRs9+fh5NtHyDQDgpe1DT0d6cX2l+/Mlu4B1z1KATrzX83UnXUChm/2rdqTFUsrU9lP/dvQRiEYz61SHXuKsww2NO7ox9KLmENNWpz/lTDtPmdJ6M61eI3geiraxdhxg1L5lGqEapT3lUX3qbvXCWsoIUtxwz20JYxn1rqs4ulr26lyKa98AR2aGifeDom0U7Ebw+0vsI9Aa+RuBpFbef/sHfOzohlRNVv7WOxvFzt+ytZz/6qsAXz/gj38Dp89nNK/qIFP/c38Dhl8JNFmAry5nBs1F/6WI/+ZqOhaTJni+xxcX0ZkRGsft4+/k775HIrMwjpWNrzLTo890foYdHzEyHzuUDp2xt3k6O7XY/Dqdmn5Bx34sHYgITEEQui6+AZz8tKSxtv0T99I0TqheTuCEMXoQMPdrZ61YW5TsBNY+S8+mfwgjIWNuaf019ZVA5lJg8xv8e9V8Pmql8Jl8mEJbvJ1ptF1JYAKc3GUv5402eSLrLHv25k04NLb1CMfA84CrfmTUrCMIDOdjfbV3+1DswI4PKLZcJ6alaWzi5BfkPE/FO5iCp5UinPE16/58/enoOLQeeGOYQ2gqrG8cfEHXEJj7l3Cydd4bxzZBNfkAqae5P1dbxEhxy3TRTf/mY8v3qcmn6D7jGe33qHU4LloucaNGLou3ezk2X4qNlpFPlYyvmBKcMIaRzqNxKq17ke9/xtPAjg8pvDsrmpO5lLY7+qb2v8YvmHXnrtGSwB5AQ4to8IFfGB2bcDej91vf4WQ4dqg+x36sqCnsWmJAtbuqHJ4TaxlTpltrJNVYC7wxgkspjXc0ezrjadbiNtbqfvhHCIl2lnpoYW9mlsupXiKYdRV0kgAd3yjL1sDIthY7/wtse5cNzgLC3LetfYbC7uR5x/a+ldmsbc9bx3twxQHPzJSoAUBEKjDtL/xbLaFRrxnbFvA6dc3P/B30ncHltNY/T8euKzX5FJenPArMeNb5fN5aivvV8+nk8Q3gtS0gjE7K8CSm3Xs7L7XFFLYAHdHDr2DfiH2LWeu87jl+jw8UaL/+yDhFwOon+fqc1U7ndRdGBKYgCF0X/xBnIwtXogbQS2lroADd9TE7YKoCw5XinUwVS5lMoXM0S4d8eSmwZxHF1JnPMWoFk1OYNNYyhS6wJ4/z8H6m3RZtY8pVaBz3v2ENsHAWvZdamHyAMTczimAudK9/62zCelF0XbHY+z7Ndd693APbSA3TEzW6ZCnxPjnes4iR2PPeaPF8i9RNReG51KqNLd7OSU9INPBSvKMO0cQI2oS7gdRTgZih+jWzOV7iRwEwMcVy1ivt85a3RY1jQuRqq/Zm1lr6hzrTjFVW/IV2NNpLqllpOidu0S0aV1jLHdt3ez+W8GRGgLTYv4SRoUVX8ffaayQw/UmK/9ZI/wxY+7Qj02Ewo9neurV2BGW7+V2Hxbdvf0sp8NVlQMwg1n4DnOzmb+RkvbHWKQpqDvGxOpcNgMoyWN/e2QKzOpePfU733KYK/Zp8lhiUOewjsh+zCsbc7EwRVsn4ik5G1yZN5kI+quLECOKGA4c2eN9evpf3Mm/1pL+/6LwPdqSwUGyOPggaTa2qcpg2qtiBvd95Csn8jXSKeBOYB5YBRTvY10BtvrfnG97Pf3+R91CYaIMJYxmRjEilAyokhvt9cCp/y2rJippdo9Yb7/rY4ShxjO8XxOZlO1rU8wK8hqRMcf5WADqKP5zOrI3kiXRiJYwB4h0ZS3WVjh4NrTgPVv6f01Gizk/8goBhlwND5wJPB/KztcWSO3k/mfkS8O9BzKzp4ojAFASh6xIQpu1ZHn8nly/592BO7htrgaSJvPi3pHwPMOlPTC3Tou4wJ7Za3ef6nwUMOo83g7oKRhhnvuzcbi5gCp3a6KRHEo/hrOc5yfnt70zx6z0NiOoPVGR6/6yq6O1q62YG9nR+PnMBJ/oluygIyjK4DmldBbtSjr2tc49VFTs1XrzBig347RlGRPqd5b4t/XMAJnYpVmyMRFrLgd6neI6z+Q0gMIyToFE3AD4+wO+vshNpV1xTMWkC6w9/uptdcfvNYKOQPqdx8nUsKVfqZM51Yl6RRWdD71OYdqiy7T1O9s7+p2eEUiVvHRA3wtNRodYalaZRwGp9vwFh7ksYqSh2HsfYWxmxXj2fjoHPL6TjYM673tPsd3/BiWPmEqbOFW/nb7qzaLJqO9C8UZpGJ1y/M3levr0G2PMtjqQoH1rvbBazw5F++fUVQPxopkOnnqrn0R8bG//JR60sFrVRl68/BfLgOfxNF26hc2DzG8Co64DZbzszYdb+g69xFelF22j/RjZuSp7MaJW1XDtNu2QXH+M1Si1qDjGd8uSrGenqyGVy1PIUrd9c3jpnPXJDtef2kBiK0Lx1juirwshiTb6j1MLhbM1aynrffd8DX17C33JzA3D+uxSf3oT/5jd4nV75N2DDK4wAqtechNG8PhVu8Uz5Dk/mPV+xe95rQ3s5r2uKHQiKZNfo2CHMsMhYxDT9EVe19c2RQ+sZ/Rx6KZ0bLa+zJhNtUcu+XdnxAUX8nAV0ajZZusUSZ13wTigIguAg9VQu5dGS5MnAtb+yWU9QBAWna1MSlUazI53WS0Tw0O+8qQ04G7jgA8/troJp0795Qxp+ufO56MFsiNJYy4mx6w1EsbMeLXkSJ8kT7gash5n2o1UrtudbR/ONdkYoOoqKTKChFnghhjdmgBPvqAH0zPebwTTZky7q3OME+N35OtYr1WLL2xQY85a5P5+/gVGEQbNZn2ktZ9qgyZcizJXaYk6YJt7HqDbg6GAI3vi7apv8UddzEr7tXU5Wlj/MCZqPH5fJCU+mpz44ihHIoJ6MBESkUjB6CD/HRMzVXlX76JFI+1ds/K5+vJ2pXRM0aigBRjtzVjPq1BLVWdBcT9EUP9pzH5OPdvNV15NbAAAgAElEQVQdcwEnvwlj+P6xw4DlD3Hiu2shx7xMo+lH1lJg72IK4qY6/o6rDxlXo9cefPydTcbaQ+qp/Mzpn/PvA8uBcbexKdU74zlZVgVm4niuFTzzJWDSA+6R9+Y6/qY62vGVv5EdtgHthiaV2XzsdTJw0wam66vOi+Z6irIVf3VknzzP63dFFrcHRzrHyfyJNa1GCrfUUwEo7LysVZpRtI2/tZbdtusqgM/m8LVqjXLeevBiA56nvmcYt8yV3dH4SCu917WRTniy9mt9/Bj1y3Y04AqJYf1rwmhg0xu0xTOe5raMr3hPuWIxP3fyJJ6bhhrPKGhzHbD+BZ7byQ8yI8MviCmxsUO5fMfuLwEovD+5UlfB6J+WPVdkAmFx/M7z1gIPlTqjytYyPoa1M9LdXM+699gh/JwZX2kL9Z69nRkEWpRlAD/dw/vr6Bud+x5PR9sOQgSmIAhdl5Sp3tdR7HO6duqUK76BvKjXFrk/X5kNbHiZtUaxQ7mOXFts/4DCUO2++Me/KEAm3E1PZ0uKttFLm7WME+wrvqOY3fEBcE+LSGbWMnpwz/bSDbIzMRcDsFOg9DqZojJ2aNdsNGDyoSCqPOC5rbaY6UpDLvFs87/tPd6wJ95LgVlxgBOC3qc4061UNrzCx0n3ub8v4JyQdVWCo4Cpj/BfXQW7tpbs4iSmtpjp5I1m1rA21Dg7a4bEUIi5dlutq+Dndq1JVAWQWo+08jHWGA29hE02vKUM52+kENRyvFRm05FzeD8n11oCs76KgrglLUXw0EvZFOjgKnZjXXovf3eua/w11AA/3sGMiAl38zceN4yT5NaasBhNWLzndaw1fPyBSz4Dxt0OfHg6U177ncltwy6nwD7nX3QcnPUisPVdRlJcz1GjmR00x99Jm+koFBvw013M+oCJ574lh37nd9IjybPO2S+Iy+NkLWVqanUeo9dRAykiVGdJyU52Z53znrGfJ2YI7xsHlmsLzOLtnum8AB2oam3xb47a5V2ONUpVxt7G7BEjUH//WmJMvdaZfLXv0dZyXhsm3O259ErOKjaNGzYX8AthlkDRDl5n8tZy/dUvL2U0ccA5Gum3fzB9evxdPM8AsPVtjqsuZ5O/keNFtai5zlvvFI3mQuDdCY40V7BJXCkomM96wT01uM7RfKy9kcMVf6Gt3bjOJYVWo8FZzxRt+wZ4TfxsNkuFVBs1O64BPTS6QHcxRGAKgnDi4hvAm9hvzzBdJjiKE+qSNF60pz7Mxgptdckr2MQJqeptrckHfv1L62uW7fue75E8mZNxALCU0XvaaHbWUOz/kZ3tUqZwItfVGHQul6k468WuU1PYGnEjKJRcURRnm/mz/+m+raEGSP8CGH+Ho+upiV0f8zd6RrUtpUzNGn2T+zIPaiqZr0atUlclOIpCu7U19RpqWNu25E5g2f3A7Tvdt7WMBKhRINVO1j3LZXkuWNB6ndKBX/hbSZ3mua1kF6M0Pn6cfGr95syF2ql0alTT1W59/IH+M5lOuf5FTm5dBeYvD1JsX73EecyFW50NczqLmJOYJlu+x3stqFban5r6qdayAsCYmxjR2/lfChT/EEbqdy4EpvzZES1tBL67niK9oxuPrXuOtXDX/EIxlbvWfbutgRkfg2bz718epGhWmwEpdjqCctawqdQPt1J0znoF+Ox8Z7OYNU/RbtpTA3c8mBz12ft/9FxXWFHojBx7q+dn3L6ANcO3buE94/koNoRzFVxHkzZ9tKgOI600cnX5r/4ztaNpFZnOtaJbUrKLdtrrZMBSzPWS1Zrt/I2MSA6ew1TUls3FAKdT6/A+dlY9uIr1m+p5/PlPTM1NGOv+Xavr985yOAlDYoAJdzGj4XAmBeb579CZ2rLutMlRR9lakyXFDiy9B1CagS3vsvlQ0kRnfXij2fM1PRK1l55R7MCiq4HqfH43n80BJt7DTt4As0XqK7Wd210EEZiCIJzYzHmPk7OsZRR40YMp5IZe1n5vZOYSTsIGnccb/3fXsbPelD97f03WMkZYyzKc9UynPcZlO15JYZqQuYg3yZSpwJXfazdT6HTUG7Ti8v8W1FdxwmDkZKe9JI4D9v/ACYE6Gfj9BZ6PSz7zTOdK+5QT9zE30x5SpnB9z6QJnp7zNU/xxn/Ko+7P1xZxAuvfopNiV8feRI++t0yAwHDHpN3kmfrbXOecZKqovye1HtLHn91JS9MZWTb5cmLUVAdc+pkzJTBnNaPFLSey5kIuPZA0gc1N0j71FFGKwgiQVjMmNa2wdLfnRFVrgpb5E9PsZvzDXUyW72WqW2fW1/abwe9ny9ueThKADrRFVzItdvrfnc+rS+641sn1GknBs+pxYPObnHCf+jfgozOAj2awIdrexUwpveD9jm32k7eW0cbxdzDi2lBDIZyz2mmn299ndEsVZZlLKY6HXkLbOLCcAmfMLRQRB34GLv7E2UHYWs408T3fsEZPaz1YvTnpQmavFPzh3lX78D5eP1umX69+kqLnxnXuducf2nGiQm0spJWtojrVXDM5VCwlzAKZ9CftcUt3sxu5fyj//bkYeHci0GsYnXptfT5V7OWt5/JEEX2BWS8zA2XXJ8CWt3js6rq8ADMhvr4cCE9xpuL7BgCnODrQ/ng7f+ejb9Z2pKrCrtV7nEKRenAF/1z7D2fdLwBsfgsYONv9JWHxnJe0vK4tf4jXo0s+peNy1eOskVb54hJ+PtXp3QURgSkIwomNXzBw6mP8d6yYixitSXM0jyjZyTbn3tbEa7Jw0ps4nt7Rc17j8/3OAm7fwZTM8n0UQ6c/wShraxGezkQVEc11nt7bw/uZZrz1HaYeXrTQ8/UdzYCzmZ6040OmUG15k9HmcY46wJbs+JDiJnow/577NR0Kw+a6T+zyNzANa+ojniI1cymdBN0hwuvK2me5kP1DZd6dLSsfoy1frbHYvdIi5SuyL0WlmvJ1/Sp67w9toAhXG2f07O2+rEHxDu3JaMbXONKdt2cK6+ry1rqLxcLNFAxa0c+wBO674RVg5LXO97SWsdEPTLQLgNHp72+ig2HqQy6f0U4nUZRBdW7tJTgamPwAo8KV2ezG27M3a0P3fMPGNpH92U3bFbUGs7nFEg+z3wK+mcdIZdQAjnXZVxR32xbQATbnXe9RKCOoOgh8eRkjWzNf4nOD51AYLrsfuHkjz/Wqx/m8GrG8cjGbrWX/yqhbwhjgvNcpPN4ew86hI67iZ/ULYjpw7m+MjKvn32j6z6Tt71roLjBzfwNgcm8mlr+RnVQn3e/ct7WGO0ahNlJq6UiylADrnvd+PBmOJUC0Ut4BOpxcnRbBUWxeY/JrW1zu+57NcwDg/oOMZro6pkZey+9vy5sslVj+EH+/2b/yfa5eqh2FzN9IR7DJxAZffc9wb0imOmgCW+ve6kP7CggHzn4ZaKp3iGGF96DBGpkAwVFMRW6ocUZmN/2H16zT5zvvWUMuYTbJ8ocZnb3y+45b/usYEYEpCILQFmNuosf7+5t4Y5y3zLlwuRaV2ZwQ5G/gBM3VaxkzxL0TbVdHXeeyaBsnbqW7mWa051t+Pv8QpkGe+n+tj9NRxI9ird2yPzHaU5rGyaXWAvKV2YwonP+O87mweM+1Bvf/yKh1zBDtz3na450vQI6W5jouAD7yOm1x2WRlqtnWdxixbdlBNSCMqd+ukWLfQKDvdE7mAE4WJz8ITG7tOOrZJCu0RXdZcyEn2f1n0gbVJTo2ve4uMDe/wYmZt8nsrFeA96cCH57Gjr/mAgoMexNw+TdMx1NsFFtNdcDFC92dPY1mTlD7ntHKh+ggzniG38XafwBfXOx8PrQXoxmnPOKZ7p84DoDJs3lYz1Tghhapp0Mu5r/OoCqHEVQfX9arq5/Dx49ZKB/N4HmsLQFgcv89Rw101t6p2BqABVMpCGa/zed8A2gDW96kI2Hu1x3n2PML4nUo7ROWG6hR0wO/MMNGPT+NZtpi9GD36FRgOJfW6cg6YK0IpqIAi2/i78c3gGLH9V6o2Jh+3ed0Nq3ToiyDEWpXYoeyzlmx8ZzkrWVq+qT73fdb9yzFoH+I9w6z/iEATMDur5x1pAAdMJv+TWex+pmarKzRLdvNe8f659kt/vJvGXVWKdxCwdlaiuzWt+icvPgT906z9mZghctyJR7H6jiOoAg6hJbd57inPt7iOxrmqAkfrp063MVwE5h2ux0+PsZ1Cuvu4ysOb63JQC91d/+OZPzWERvqpuMnTQQeyKf3vI01Ku12O3wi+1GMRA+keNHxfHe4DfU9gxG7D1yWLTD5MmI0+y16WI+yc6rh5/iCj+AT+zxrbac+zKiO1vdVmsaIm2sNnhbbF3DyccmngF+w5/EPPFff4++I61D5PpjqqyjGXWmuY7rhb39nLeKZzzsbabiSOI6TXb8W6YXTnwKyHSli7UmZ9gtyrFno0rxn3/dct9IvkI1oAAqNqY8APz8ApH8G+9DL4ZOzghGh05/0XkedMAa4agkb+iy9h/sNvYRppOp6oKueoCie+zWjXnA5B4E9mSaq88T+mM6xyRFxHXsbJ8S1xfxtRg/0EEpHxk8cD9yZDsQM1vHoDbgOVWZTZF34EdMY4fIZek+j6PztaaD3VEZ2HPt45feXGHm/bqV7jeA5/2IkOLI/7IoCI3vjepzjsbeyZnDXx/x/Yy3Td9Xae0Vh3au5ALj5D3dh5xvI76C18fU+/voafj+u2QbrnqWIumgh1xTe8SEdUGoU8Y/XmGqq5dAD2AW1oRqIGeJuQ6Ou41jfzKPD4PeXeI9pKTBH30iB6VoD35LoQfyNn/s6lEO/w1S0jcdUW8RsClsD05IVhQ6IsAReC3Y6nBRjb3UXl4BjaaszPb8j9Rw01lKYDpvruYyJjx/FqVaTrqAI2rK6rMt31/F+MuddwGTyPMeFW4Ah+nVsN9KGTIrjDOfk5CA7Oxv9+vVDnz59dH+j0tJS7N69G3FxcRg2TP9CebPZjG3btiEkJATjxo3TffLV1NSETZs2AQDGjx+PgAB9W1orioItW7bAarVizJgx6NFD/0VUMzIyUFJSgmHDhiEuzktq33GQm5uLAwcOGGZDZWVlSE9PN8yGamtrsXXrVgQHB2P8+PGG2ZCiKJgwYUK3tqGhQ4eiVy/9F6ZWbahv377o27ev7uOrNhQbG4vhw4frPv6JYENbt26FxWLB6NGjER7uEAh1h5n2pNiYTpc08ZjrLbuUDSkKUFvo2YWyFU4UG/JptmDyhrnsRjj0Mp7Pkl2M1tZXMp37rBe0u1u2gqIo2LfiQ/iUpSP+vCecNnQ0lKZz8jr6RnchodjYECTzJ1RGjEJETTpMiWOB61a1b5mJxlpGDFo2wnl9CCeUM54FAOTl5SErK6tbX4e2bduGoKAgw2xo8+bNsNvthlyHAGDLli2e16GjYcMrdJZM086s2LNnD4qLiw27Dqk21KdPH/Tr5xLJW3gWxfSd6UxFXnoP/x87jJHVJXeyDnHU9a2OX15ejrS0NMTExGDEiBG6H39tbS0OrngXI3Y8AOW27TDFj6Iw/u46YNwdFJAFm4AFU5iWOvtNRt++v4UC68IPtQcuTQc+mIbmm7dg074S2O12jB8/HoGBgRSnK//GyOnwK5jmHNBiHtNQA7zUi2Lvyh9a/QxHZUNNVi5tEtmv3WvAqjY0ZMgQxAeY2ZH2pt+1m3C9O55jX/qF9wFtDRTZI68F/II9bUhRaD+nPa7LOrVG29CRCKbZzALWmpoa3d8EoLEqimLY+BaLBTabDRaLBXa7Hb6++qY9NDQ0oKGh4cj/9b6g2u32I8dusVgMEQc1NTVQFAVms9kQgameW6POsdls7hAbslqtsNls8PPTN4P8RLKh2tpaQ27K6rlVr0d6o9qQUeN3pA3V19cbYkO1tbVHbOjITTk42rPL4THSUTbUruuEyXRU4hLo2HuZETbU2NjosCE/WC76GqF/PMsle5rrGb07eR6F3VEKSxVFUVDs1xf2Xqno4WpDR0PccP5rickXmPs18r+4F2GlG1E9aB4iLny1/WsYBnhpwnRnulsE0Oh7mdE2ZLVa0dzcbKgN1dczfbJDr0NHw+QHWt3sOh/q0HvZjH8wdffD01mHf9KFzoZSqadyOZmWdbQaGH0vs1qtUBwpnTafQPitehxY+wyPV20ylTSBtbI/P8AGRgCzQVpbNiVuOPBIJRosFtTX5wLgfS0wMJBNeibczZRSb7/pwHAKcK11r11wtaHa2tq2bcg/pE1R3xLXexkGDAQeqfS+c9RApga3hm+g29rbHrrMZOL63zph9HXoSASzoaEBpaWliIuL44nWGZvNhqKiIkRGRiI0tJUc5mNEURQUFxcjODgYERERbb/gGCgr40KrsbGxbex5bFRVVcFqtSIhIcGQ9DeLxYLKykokJCToLsCBjrOhiIgIhIXp361RtaGgoCBERhrTpe1EsaH4+HjdJy2A2FB7KCsrg6IohjiJgO5vQ42NjSgpKREbagWxodZRbSg2NhZBQfqv93oi2FB5eTnsdrvYkBdataHMJYzUhScz/Trk6OcDHWFDlZs/RdTSecAdaezkGxDKiHDLxj6Fm9nlN2440P/sdpeEGG1D1dXVsFgsXcOG0j5h6cG8Ze0ev7tfh44ITEEQBEEQBEEQBFTnAf/qy/VIW2tqJwgaiMAUBEEQBEEQBMGdqhx2HO5uSzAJnY4ITEEQBEEQBEEQBEEXjOzQLAiCIAiCIAiCIPwPIQJTEARBEARBEARB0AURmIIgCIIgCIIgCIIuiMAUBEEQBEEQBEEQdEEEpiAIgiAIgiAIgqALIjAFQRAEQRAEQRAEXRCBKQiCIAiCIAiCIOiCCExBEARBEARBEARBF0RgCoIgCIIgCIIgCLogAlMQBEEQBEEQBEHQBRGYgiAIgiAIgiAIgi6IwBQEQRAEQRAEQRB0QQSmIAiCIAiCIAiCoAsiMAVBEARBEARBEARdEIEpCIIgCIIgCIIg6IIITEEQBEEQBEEQBEEXRGAKgiAIgiAIgiAIuiACUxAEQRAEQRAEQdAF3/nz588HgOLiYqSnp8PPzw9hYWG6v1FVVRV27tyJpqYmREZG6j5+XV0dduzYgerqasTGxuo+vs1mw86dO1FcXIy4uDj4+OivzTMyMpCTk4OoqCj4+/vrPn5OTg727duHsLAwBAUF6T6+0TZUXV1tqA3V19dj+/bthtrQrl27UFRUJDbkhZKSEqSnp8PX1xc9evTQffyOsqGqqirExcXpPr6rDcXGxhpiQ3v27DHchvbu3dvtbaixsdFwG4qNjYXJZNJ1/I60ocjISENtKDQ0FMHBwbqPLzbUOieCDeXm5nZrG6qpqcGOHTsMtaEdO3agsrLSUBsqLCwUG/JCaWkp0tLS4OPjY6gNNTQ0ICoqSvfxj5zRkpISWK1WFBcX6/4mAFBeXg6LxYLCwkJDxq+qqoLZbEZxcTGam5t1H99isaCyshKVlZWora3Vffzm5mYUFxfDbDajsrJS9/EBoLCwEBaLBWVlZYaMb7QNlZWVGWpDlZWVhttQRUWFYTZks9m6vQ0VFxfDarWipKTEkPFVGyooKDBkfNWGSkpK0NTUpPv4HWlDFRUVuo8P0IasVitKS0sNGV+1oe5+LyspKTHkOmS1Wrv9daioqAhWq7Xb3svEhlqno+5l3dmGjL6XVVVVoaamxnAbUm1Vb+x2e4fZkNzLtDkSwQwNDQUApKamIjAwUPc3Cg0Nhd1uR+/evRESEqL7+CEhIbDb7UhMTETPnj11Hz8gIAA+Pj6IiIhAr169dPfm+Pj4IDAwEMHBwUhJSTHEmxMSEgI/Pz/07t0bfn5+uo/fUTaUkpJimA0pioKEhARDbCgwMBAmk8lQGwoKCurWNhQWFgZFUbr1dUi1oYiICN3Hd7Wh+Ph4Q20oOTnZUBtKTU011Ib69OnTLW0oODgYiqIgPj5ebMgLoaGh8PX1NcyGQkNDu/V1SGyobcSGWqe725DJZBIbasf4NpvNMBsyKYqi6D6qIAiCIAiCIAiC8D+HNPkRBEEQBEEQBEEQdEEEpiAIgiAIgiAIgqALIjAFQRAEQRAEQRAEXRCBKQiCIAiCIAiCIOiC/m2PBEEQuhONtYB/CGBqxd9WnQdsfgPwDwZOfRzQueOdIAiCIAjCiYJ0kRUEoWtSdRDY9B8g62egKgfw9QeiBgADzgEm3A2Exh3f+I1moCoX+HQ2MPFeYPID2vvlbwQ+OReod6yl9WAhEJZwfO/dnWmyUJSH9ursI/FOTT6w+wugYBNQXwUkjAEmPwiExHT2kelDyS6gbDftMGkCHSSCIAiC0EWQCKYgCF2PDa8Avz7KiOGAc4ChlwL2ZqA0DVj/ArD5deDaX4H40cf+HlvfBVY+BjRbgbB47X0spcDnFwI9EoHAcMAvUB9hpdgBxQb4+B//WB3N0nuB3LXA3fvcI7nWMmDbe8CUhwCfTrq1NNYCK/4CbHmb33Gvk4GAUGDdc4xCX/xJ5xyXnmQto8MDDt+wfwgw/Apg2l+ByP6demiCIAiCAIjAFAShq7F6PrDmSWD0TcDMF4GgSPftNYeA96cBvz0NzF107O/Tfybw6yP8v7dEjlWPMWIXOQHY/yMwb6l7Km1lNsVU9nLAbuNzJhPHa64H6ioY+bQeBqzlgKWEorW2BIgbBty+89iP/3ipyacI69m7/a9RbMC+7/lZCjYCyZOd26pygRV/BSL6UvB0NHWHgYUzgdJ0YMqf+V3nrGb0GwDiR2m/rtEMNFqA0FjA5MvzXbgFOJwJ7P0OuOrHYzue5nqe+7ai3Zv+A6RMBhLGtm9cxQ6MuAo48zmgOpfnY+u7wK6PgamPAKc9pu24qMwGdn/JzICgSKD3KcCAszvPGSAIgiCcsEiKrCAIXYe8tcCHpzNlddar2vsoCvDuOCAkFpi3zPtYDdVAQI/Wayv/+Bew9H4gfgRw3WogOMq5rb4SeCmer2+uB854Gpj2f87tldnAmycDA88FMr7SHj8gjJP54Cim9IbG8rFHIlMbU0/zfmxG8/HZgF8QcMV33vdZ/zzTkodcwr8PrQfeP4X/P+tFCjlX/tUX6HcmcP67xhxza3w6m/Zz9VIgZQrF1MEVQGBP4KQLgJSp7vvvWgj89gxweB//9g+l0yF5IqPnQREUnFd8BySOBfyCna9VFCBnJWAuBIbNBXwDPY/nm6uB/UuAW/4AogdrH3OjGXg+Chh5LTBngfY+DdX8DK1RXwWsfoJiNXkycPki90h72qfAd9fRlnsk0bbrq4DwFGDWy8DQy1ofXxAEQRCOAnFdCoLQdVjzdyBqIHDWC973WfEXoGibdvTS3kTRsP19RjpNvkDccGDIRcC42z3TWyfeB6z4G1C2F3itPzD6Roo+Hz9Gr2yN/P/Ml1jD58qWtzhhn/0WcP47OJKyqBIY0bWbAVUdBPqc3vo+ZXuAlX8D7srgecn4mqnCITGsA2xJ7DCgIsuQw22V/I1A5hJgznsUlwCF37C52vvvWgh8ey3F8KT76Ago2wOkfcKI4JhbgKyfAHMR8ME02lHPFCA4mim3NQVA5QEAJiB6EJA00X384u1A2mcAFIrMyV4EZu5vjtTv3drby/cAb4wArvkZ6DvDc3uTBdj0Oh0yZ/+L6eSLrgLemwRcs5zOgdoiYPGNwMDzgAs/pHBW7EDeOmYLfDUXmPQnYObLXdteBUEQhG6DCExBELoGDdWMOJ31gnaKX2kaayb3LWYkccjFnvv8dA/rAIdfAfSeypq8vHXA2n8A61/k2OPvdH9N9ACKh5A4vnbDK85tIbGc3GvVeu7/gdFLNeppKQV+uIWiZcI9x/49dBS2prZrQGe9DOz8CDi4EuiZykjY0EuB5gagaKvn/sFRFPYdzb7FjPKdPK99+295G+g9DZj3i7uoOv0J4MfbaQf9ZzHaPOtVpsxWZjO1ee93gG8AMONZOi60opMrHwN6JDA1usni/Tgyf+JjdZ729uhBQEQqsOMjbYG573umeQ+7jKnJA84Gbvod+HgW8OFpwI3rnEJ39lsUlwAdI6mnAteuAH57ikIzJIZ1nIIgCIJwnIjAFASha1CWwchK0gTPbQV/MCoTHAVc8D4w6gbPfVbPB3b+Fxh5DXDBB87npzzEVMZf/gz8dBcn2SOucm6P7M9atiu+B857g5E9ezPw093criUu6yqA8n2MHCkKsPtz4OcHgSYrMOn+4/oaOgz/kNbFD+BSV+pLMWMpZW1swSYg/TOgoYYRzSP7N3dOTV/lQSB6oHaqqjd8/Dwjdr6BwHlv0o4sxfzcqac5U5m3vw/sWQRc9JH3tNJD6xlNPe9N2pxi195PsVOs+gWxXtTWSOHqismXwtFarj1GwSY6QSL6Op+LOQm4fjVTmb++ktHZlCnajaxMJuC0J3heV8+n0ybmJO33EgRBEIR20kpxkiAIQgeiTsS1aiYTxzHact9BbXFpa2TTHx9fIP1zYPnDwIGfnZGhHonsINrndNYVuhIzGDi8n0LRN4ARqdhh/H/LCb9KzmoACnA4C3hrJNMSY04CbtsG9Jl+jF9ABxMaB9QWt75P2qcATEDf6YzqxQ6lWEmZzPOVv9F9f0sJBU9H01zHGsr2Muo6IGcVnQiH97k3eTq8n5/NP9RTHK5/gRFqLXFZd5jR7+9upCMkdRpf701wH1xBx8fI67hfTb72fk1WdlPWomSXdvOiiL7Amc/TMVOR5b0GVOXM5+lw2NYJtbOCIAjCCYcITEEQugZRA/ioVY9m8gX6nuEeLXOloZodTmc8y4Ypm99gE5t/prLDK8BoTeqpzq6iKr1GMhJXddD9+fBkdhJtScEm4EtH05uNrwLBkew0et1KILJfuz9upxM9kHWH3qgtpmgfcrGzU+6Ym7ktfjQjYwdXur+mdDfTOjuawHBGldvLmFuA0+dTUP3nJOD5CMBcwG1rnqJAjOjDml6VkhhwmrEAAA4GSURBVF0Uo2Nv1R6zfB+w8q9AxX7aU9F2Nofy8yIOt77DJjujHQ6T6lzt/Soy3SOUrhTvBOJHam+rzqWzxi+QDpj6Ku39AJ7LhDGt24MgCIIgtBMRmIIgdA1CezEas/uLo39tQBgAE0Xm7LeBRyuBW7cCVyxmrZ1KwWZPEahGgIq2uT8/4ByKztw17s8njgPG3MjJ+5/ygOvXsIFKdyN5MkVIZbbnNlsj8PUV/D7PfhXYtoDR3JHXcrtvADuuZnzljPKV7GQEM3Wa53hGEzcCKN9LYdceFBvTYecuAi79go6J0Dimxu5ZBEz/O6OG9mbnawq38NFb59/kiXSS9DoZ+EsN6zOhMDLYkqocpseOu825dmXlQc/9Du9nemyixhImNYcYNdWKYGYvp3Pg5GuA6U8BUf2BF2Kcn8Hj+1Bo62E6rPEqCIIg/M8jAlMQhK7DhLsZFdu3uPX9sn8FCjc7//YLZqpr7lr+7ePPiMzgOaxxA4D8DVyk/uRr3MeKGsgGMa7jAVzaIuYk4Jt5jGqpYsPkA4T3pnAIT/Y8toUzgQ0vt/8zdxaDZlNkbfqP+/P1lcBn57M50sWfcFmLHR8AJ13ILqoqY26hON37Lf/e8jYjiQPO6bjPoHLSBRS6a55s3/5L7+Wanc117DQ7/k4gewXww638nOPuoA3ZXCKYdYd57r2lAG9bwAjurFdoj421fD6wh+e+61+gXY67g811Anp4RtAB1nKafLUb/BTv4GOvk53PKXbgj9e4ZEviOODc/wDDLmc0OjjSfV9Xdn9B0asuRyMIgiAIx4EITEEQug6jrmcN46KrWf/XcplecyHw/U0UcWmfum87eR6jQvkbPMct38vlGGKHAuPvcN9mMgHJk9jEZtdC5/M+/sCV3zPlc/cXXLNQxT+U6Y+uKZQAJ/K5a9yFSVclJIZNiv54jQI6ZxWF8RvDKS7nfsUuuUXbWB844mr31/efxe/tl4d4Lra9B4y/yxFN7mCiBwNTH2IN5Gfn0wYUm/a+pWlMoZ7+FGspm+uBtc/wdckTKapNJn4OVSQCFIGKHWjUiJLWV3E5l8FznGKwvpqPLdO6D+8Hti9gp2G1A3FUf+3lXXYuZFp3aJzG50hnJHnV42yQlb0cWDAFWHYfReW8n53nouIAxaVWTXFFJptf9Z3RPSPxgiAIQpdDusgKgtB1MPkCl38DfH05F6pf9RhTOf1DWP926HdOks98FpjyZ/fXTvoTsPtL1l6e8QybsdgagIxFrJUMjQOuXKxdE9fvTGD5Q8DPD7hHOKMGsrlQS+JHMqKZs4avBZieuehKRqZGXuP5mq7IjGdYv7rmKQoykw8jkLNedjaGCY4EYHKKIRWTienIH0zjuUqaCJz6fx3+EY4w41mmm65+gkIroAfrTAPCgEYLRfJFHwFhCQBMtJWCP4C89fwOxtwMnPOasxNtaByjlllL+Z2oaarZv3pG+tY8yTFmvuR8rr6Sj0GRzucUBVhyB7/LUx5xPh81wLPeN28t19O85DPtz1u4hdHlvd8x+tpoZsT9yu+BQee77xscCRRqLCtTmgZ8ci6/o4sXyjqYgiAIgi6YFKVliEAQBKELsP8HdoQtTWdNYHgKG/2Mul57yQUAsJYBi28C9v8IwHFp8/Gn4DvzOe/pjVUHgdcGMEp30X/bPjZ7E/DmSDaWmXQfo2DbFlCQzF3EyF93wlLKmr6eqYxstqQmXzsdGOB3XraH646afI09zvbQXE8RmL+Bok2xUzhHDQAm3kOBuf8HNtmpr2Yq9ajrPWsZD63nUh8jrwMu/JDi8N1xXAszeSJw2uNsEJW/AfjgVGDyg7QxlQO/cD3KO9KAuOF8buOrdGJc+gVTc1VWPc5tj9Y4Rd7Hs9g46N5M7fVKP5jGiKO1jJ9j8Bxg0Hna5yDjK0bwZ77MZXTqKvj51z5DkTpvqbMWVBAEQRCOExGYgiCceFRms+unXxDFgGsUyRtF25hCq9ZstkV1LrDkLi6H4uPPpjcznuESJ8KJwfYFTNlWG0NVHgB+vIOR8VmvAAljma5tKQVu3uAeHd/+PtO57zvIjrR1h4GXE7kGq+s6rYBTAN6zn1HzzCWso5yzABh94/F/DkUBvruOKeC+gTx+kw+bNs16pX2/D0EQBEFoJ0cEZlVVFfLy8pCSkoLISP1vNlarFQcOHEBsbCzi471EH46DpqYmZGZmIjQ0FKmpqbqPrygKMjOZwjRw4ECYDEglys3NRW1tLQYNGgR/fw2P9XFSXFyMsrIy9O/fHyEhGp0Nj5MTxYZCQkLQp08f3cc/EWyopKQEpaWlYkNeaG5uxv79+w23IUVRMGjQIENsKC8vD2az2XAb6tevH0JDj2LtynZitA3V1dUhKyvLaUOWUjolWtZavjOOKa5/raXwVOxMyz3pAs807Zp84NUU4Lw30TxwDvD2GNhCExB451btdWGPlYMroRz6HWW1NtTGn4I+o6bDx0f/VgxiQ62j2lBMTAwSEhJ0H78jrkNZWVmw2+0YOHCg2JAG1dXVyM3NRXJyMqKiotp+wVEiNtQ2qg0NHDgQAQFe1rQ+DsSGWudIDWZOTg4qKipgt9sNuaAWFBSgrKwMNTU1hkzsysrKUFzMRcOTkpLg56dveWlNTQ3y87kQdq9evdCzZ09dx29ubsaBAwcAAJGRkUhMTNR1fAA4cOAAGhoaEBgYiEGD9F+rTrUhm81miA0VFhairKwM1dXVhthQeXm5mw3pfVMzm81HbCguLg4RERG6ju9qQxEREUhKStJ1fIA2VF9fb5gN5ebm4vDhw93Whlpeh4y0oV69euluQzabDVlZbDYjNqSNei87YkNaDXgA4NLPuWaqKiZNPsDwK7T3DU8Gep8CrHsOWPci0FiL7cMfwNhmG/z9dZx49T0D5uhxSN+yBagCompqurUNBQQEYPDgwbqPr9pQc3OzoTZUVVVlyMTO6OtQbW0tDh06BID3Mr2/I1cb6tmzJ5KTvaTnHwfZ2dmoq6sz1IbKy8vR3NxsiDhQ72VG2ZDrfCgxMVF3gWa0DdntdrGhNjDahnznz58/HwD8/PxQX1+P3r17GxKZCAgIgNVqRVJSEsLDvSyWfhwEBgbCYrEgNjYWMTEaNUTHSUBAAOrq6hAWFoakpCTdIwc+Pj6w2Wzw9fVF7969dRfIru+RmpqKwMBA3cf39/c33IYsFovhNhQTE4PYWC+1eseBv7//ERtKTk421IZSU1PFhjQ4UWwoNDTUMBuy2+0nhA2lpKQY4lVWbSgxMbF1R2NwFNBrRPsHTpoA7P4SprBeyB79NEL6TDDMhurr6xESEtLtbahPnz6GX4eMtKGkpCTdndWA8zoUHR2NuDgvDpDjoKUN6R19crWh7jofcp1TG2FD6jk2yoZUG+2uNmQymQy3IV9fXzQ3Nxt6L6urqzPUhqxWKxISEgyxIanBFARBEARBEARBEHRB1sEUBEEQBEEQBEEQdEEEpiAIgiAIgiAIgqALIjAFQRAEQRAEQRAEXRCBKQiCIAiCIAiCIOiCCExBEARBEARBEARBF0RgCoIgCIIgCIIgCLogAlMQBEEQBEEQBEHQBRGYgiAIgiAIgiAIgi6IwBQEQRAEQRAEQRB0QQSmIAiCIAiCIAiCoAsiMAVBEARBEARBEARdEIEpCIIgCIIgCIIg6IIITEEQBEEQBEEQBEEXRGAKgiAIgiAIgiAIuiACUxAEQRAEQRAEQdAFEZiCIAiCIAiCIAiCLojAFARBEARBEARBEHRBBKYgCIIgCIIgCIKgCyIwBUEQBEEQBEEQBF0QgSkIgiAIgiAIgiDowhGBabVakZ2dDavVasgbNTU14eDBg6iurjZkfLvdjtzcXJSVlRkyPgAUFBSgoKDAsPHLysqQm5sLu91uyPjV1dXIzs5GU1OTIeN3lA1VVVUZMr7YUNuIDbVOR9hQYWGhoTZUXl5uqA3V1NQgOzsbjY2NhoxfV1d3QthQaWmpIeMDYkNtodqQxWIxZPwTxYby8/MNG19sqHXEhtqmvLwcOTk5YkNeMNqG/NT/ZGZm4vDhwzCbzRg5cqTub5Sbm4u8vDwUFRVhypQpuo9fUlKCAwcOwGQyYdq0afDz82v7RUdBTU0N9u3bBwDo0aMHwsPDdR3fZrMhPT0diqIgICAACQkJuo4PABkZGairq4PdbseAAQN0Hz8rKwvl5eWG2VBeXh5yc3MNs6HS0lJDbchsNosNtYFqQzU1NRg1apTu46s2VFhYiKlTp+o+fkfY0N69ewEAYWFh6Nmzp67j22w2pKWlQVEU+Pv7IzExUdfxAWD37t2oq6uDzWbDwIEDdR8/MzPzhLGhyMhI+Pv76zr+iWBDGRkZsFqthtlQVlYWysrKDLOhQ4cOIScnp9vaUG1trZsNRURE6Dq+3W7vMBtqbm7GoEGDdB9ftaHq6mqMHj1a9/FVGyooKMApp5yi+/hlZWUnlA0lJSXpOj4gNtQWRyKYMTEx8PPzQ3R0tO5vAuCIgcbExBgyfnh4OIKCghAZGQlfX1/dxw8JCUFYWBhCQ0MREhKi+/g+Pj6IiopCYGCg7sJDJSYmBv7+/oiMjDRk/OjoaLGhVggODj5iQ8HBwbqP7+vre8LYkFHn+ESyISOuQ642pLfwUFFtKCoqypDxT6TrkN4OCqBjbai7X4eMsqGIiIhubUNBQUFHbCg0NFT38X18fBAdHd0hNmT0dai73st69OiBoKAgREREGHYd6tGjR4fYkNzLtDHahkyKoiiGjCwIgiAIgiAIgiD8TyFNfgRBEARBEARBEARd+H9LBQalHljhugAAAABJRU5ErkJggg==" } }, "cell_type": "markdown", "metadata": {}, "source": [ "Analizziamo la struttura di questa istruzione:\n", "\n", "![image-1.png](attachment:image-1.png)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao ciao\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questa istruzione `print` stampa la sequenza di caratteri formata dal carattere 2 e dal carattere 3\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"23\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questa istruzione stampa invece il numero 23: l'output è uguale ma le due cose sono concettualmente completamente diverse: `\"23\"` è una stringa come `\"ciao\"`, `23` è un numero.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(23)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "L'argomento di `print` può essere una espressione aritmetica, che viene eseguita rispettando le precedenze standard tra gli operatori (prima la moltiplicazione della somma).\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(2+4*5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In generale, è possibile aggiungere spazi quasi ovunque, senza compromettere il funzionamento del comando" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print ( 2 + 4 * 5 )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Esercizio R1.7**: cosa visualizza il programma che segue?\n", "```python\n", "print(\"39 + 3\")\n", "print(39 + 3)\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Soluzione**\n", "\n", "La versione con le virgolette stampa 39 + 3, perché una string è semplicemente una sequenza di caratteri che non viene interpretata in alcun modo. La versione senza virgolette, invece, stampa 42, perché 39 + 3 viene considerata una espressione numerica da calcolare." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Verifichiamo quanto detto:" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"39 + 3\")\n", "print(39 + 3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Esercizio P1.2**: scrivere un programma che stampa la somma dei numeri da 1 a 10\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Soluzione esercizio P1.2\n", "print(1+2+3+4+5+6+7+8+9+10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "La funzione `print` accetta anche più argomenti, separati da virgole. In tal caso, gli argomenti vengono visualizzati sulla stessa riga, separati da uno spazio.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao\",\"sono\",\"gianluca\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nell'esempio di sopra la cosa non è particolarmente utile, si poteva semplicemente scrivere `\"Ciao sono gianluca\"` come un'unica stringa. L'esempio di sotto è più interessante: il primo argomento è una stringa, e viene visualizzato così com'è, il secondo è invece una espressione aritmetica che viene prima calcolata." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"39 + 3 è uguale a\", 39 + 3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Esercizio P1.5**: Scrivere un programma che stampa\n", "```\n", "+----------+\n", "+ Ciao +\n", "+----------+\n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Soluzione**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Soluzione esercizio P1.5\n", "print(\"+----------+\")\n", "print(\"+ Ciao +\")\n", "print(\"+----------+\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Nota alla soluzione**\n", "\n", "Alla fine di ogni print l'output va automaticamente a capo. È quindi sufficiente stampare le tre righe con tre print distinte." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Soluzione alternativa**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Esercizio P1.5: soluzione alternativa\n", "print(\"+----------+\\n+ Ciao +\\n+----------+\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Nota alla soluzione alternativa**\n", "\n", "In questo caso abbiamo usato un unico print, ma abbiamo indicato il punto in cui deve andare a capo con la combinazione speciale \\n. Questa combinazione si chiama *sequenza di escape*. Ne esistono altre, che vedremo in seguito. Ad ogni modo, questa solzuione è sconsigliata, in quanto molto meno leggibile." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "***" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Concludiamo facendo notare che è possibile anche chiamare la funzione `print` senza argomenti. In tal caso, essa si limiterà ad andare a capo, lasciando probabilmente una riga vuota." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao\")\n", "print() # lascia una riga vuota\n", "print(\"Ciao 2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Errori" ] }, { "attachments": { "image-2.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "Gli errori che si possono verificare durante l'esecuzione di Python sono di tre tipologie:\n", "* errori a tempo di compilazione\n", "* errori a tempo di esecuzione\n", "* errori logici\n", "\n", "![image-2.png](attachment:image-2.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il programma che segue ha un **errore a tempo di compilazione**: manca la virgoletta che chiude la stringa *Hello world*.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Hello world)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questo programma ha invece un **errore a tempo di esecuzione**: non si può dividere per zero." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(1/0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questo programma non stampa assolutamente nulla. Siccome c'è un errore a tempo di compilazione (le virgolette mancanti), Python non riesce a convertire il programma in bytecode, e la sua esecuzione non inizia per nulla. Per questo, la string *Ciao* non viene stampata.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao\")\n", "print(\"Hello)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Questa programma, invece, prima stampa *Ciao*, poi genera un errore. Questo perché la divisione per zero è un errore a tempo di esecuzione. Il programma viene convertito in bytecode e inizia l'esecuzione: la prima istruzione print non da problemi e viene stampata la stringa *Ciao*, la seconda genera un errore a causa dell divisone per zero." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao\")\n", "print(1/0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notare che dopo l'errore a tempo di esecuzione, il programma si interrompe. Infatto, la stringa *Ciao 2* nel programma qui sotto non viene mai stamapta." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Ciao\")\n", "print(1/0)\n", "print(\"Ciao 2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Quello che segue è un programma che ha un **errore logico**: non genera nessun messaggio di errore, ma non fa quello che dovrebbe. Non stampa la somma dei numeri da 1 a 10, perché nella somma manca il numero 4." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Questo programma stampa la somma dei numeri da 1 a 10\n", "print(1+2+3+5+6+7+8+9+10)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Quello che segue è un tipico errore (a tempo di esecuzione) che si commette in Python: usare le lettere maiuscole al posto delle minuscole (o viceversa). Qui, in particolare, invece di scripere `print` tutto in minuscolo abbiamo scritto `Print` con la P maiuscola. Al momento di eseguire l'istruzione `Print`, l'interprete Python ci segnala un errore perché non ha idea di cosa sia questa istruzione.\n", "\n", "Il fatto che in Python bisogna rispettare maiuscole e minuscole si dice tecnicamente con l'affermazione che Python è un linguaggio **case-sensitive**. La maggior parte dei linguaggi di programmazione sono case-sensitive, ma non tutti. Linguaggi che non sono case-sensitive sono, ad esempio, il Pascal e il BASIC." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "Print (\"Hello, world!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notare che non è il fatto di mescolare minuscole e maiuscole che non fa riconoscere a Python il comando. Anche se scrivo `PRINT` tutto in masiuscolo, comunque a lui non piace. L'unico modo di scrivere correttamente `print` è tutto in minuscolo." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "PRINT(\"Hello, world!\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In questo programma c'è un errore a tempo di compilazione, manca la virgoletta finale della stringa `world`." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Quale errore di compilazione è presente in questo programma\n", "print(\"Hello\", \"world)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In questo programma, invece, l'errore c'è ma è a tempo di esecuzione. Il programma compila perfettamente, ma quando l'istruzione `print` viene eseguita, Python prova a vedere se c'è una variabile che si chiama `world` (vedremo le variabili la prossima lezione). Siccome non la trova, da un errore." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(\"Hello\", world)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }