{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Plastic Cracking\n", "Polymers like polypropylene can be degraded at significantly lower temperature when employing a catlyst. \n", "The process can be effectively studied using TGA. In this example, we use Zeolite Y to degrade polypropylene. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pyTGA as tga\n", "import pandas as pd\n", "import numpy as np\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The experiment is devided into multiple stages. The sample is first dried, then the polymer is cracked under nitrogen, followed by combustion of the coke formed on the catalyst under oxygen atmosphere. Below you can see the Temperature and weight over the course of the whole experiment." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data_dir = os.path.abspath(os.path.join(os.getcwd(), '..', '..', '..', 'example_data'))\n", "tga_exp = tga.parse_TGA(data_dir+'/plastic_cracking_example.txt',exp_type='pyro',calculate_DTGA=True)\n", "tga_exp.cracking_stage_name = 'stage4'\n", "tga_exp.burnoff_stage_name = 'stage8'\n", "tga_exp.quickplot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As introduced in the quickstart notebook, the pyrolysis subclass contains multiple usefull method to quickly get the most important resutls from this experiment, like the temperature of fastest decompostion rate (Tmax), the precise weight of the catalyst used, and how much of the polymer was converted to coke i.e. the coke yield." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Catalyst weight 2.067 mg\n", "Polymer weight 4.858 mg\n", "Coke yield 1.5 %\n" ] } ], "source": [ "results = np.array([tga_exp.m_cat(),tga_exp.m_poly(),tga_exp.coke_yield()])\n", "np.round(results,3,results)\n", "print('Catalyst weight', results[0], 'mg')\n", "print('Polymer weight', results[1], 'mg')\n", "print('Coke yield', results[2]*100, '%')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets plot the cracking and burnoff parts side by side with calculated derivatives and determine the Tmax of both stages." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "data": { "image/png": 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fZcGCBVy/fr08H6nCpMdbCCGEEEIIIYTRODg44OjoaHiVlHhbWVnRvn17duzYYTim1WrZsWMHXbp0KfaaLl26FCoPEBISYij/5JNPcubMGU6dOmV4eXt7M3XqVLZu3WqkT1h2Zk289+7dy8CBA/H29kahUBSaEA+g0+mYMWMGXl5e2NjYEBQURFhYWKEyt2/fZvTo0Tg6OuLs7MzTTz9Nenp6JX4KUREarY6DVxP59VQUB68motHqzB2SEEKIMpC2XAghREVMmTKF5cuXs2rVKi5evMgLL7xARkYG48ePB2DMmDGFFl+bNGkSW7ZsYe7cuVy6dImZM2dy7NgxJk6cCICrqystWrQo9LK0tMTT05MmTZqY5TOCmRPvjIwMWrduzeLFi4s9/8knn7Bw4UKWLFnC4cOHsbOzIzg4mOzsbEOZ0aNHc/78eUJCQvjjjz/Yu3cvzz77bGV9BFEBW85F0+3jnYxafohJa04xavkhun28ky3nos0dmhBCiFKStlwIIURFjBgxgs8++4wZM2bQpk0bTp06xZYtWwwLqN24cYPo6H/yg65du7J69WqWLVtG69at+fnnn9m0aVORPbyrGoVOp6sSXYwKhYKNGzcyZMgQQP+E3Nvbm1dffZXXXnsNgJSUFDw8PFi5ciUjR47k4sWLBAQEcPToUTp06ADAli1b6N+/P5GRkaXeKD0yMpK6dety8+ZNWQm1kmw5F80LP5zgv398BcsffPVEO/q2kO1ghKhJ5Lv4/idtuRBC1GzyXVyyKru4Wnh4ODExMQQFBRmOOTk5ERgYyMGDBxk5ciQHDx7E2dnZ0FADBAUFoVQqOXz4MEOHDi227pycHHJycgzv09LSAHhk4T5sarmjUir+eSn0/6u2VGFjqcTWygIbSxWONhb4ONtQz9WOVj5O+LraVqlV86oyjVbHe79fKJJ0A+jQJ9/v/X6BhwM8USnl36kQQtyvzNGWCyGEEFVRlU28C/Zhu9sebTExMbi7uxc6b2FhgYuLS6F93P5rzpw5vPfee0WOJ6TnYqHMLuaKe6tla0lHPxe6N65Nj0Zu+LralauemuBI+G2iU0r+96wDolOyORJ+my4NXCsvMCGEEEZljrZcCCGEqIqqbOJtStOnT2fKlCmG91FRUQQEBPDd0x2p7eFDvlaLVqcjX6NDo9Oh0erIydOSmachO1dDZm4+yVl5RCVlERaXzoVbqSRl5rHtQizbLuiXtvdztSW4uSfBLTxpU8cZpfTcGsSlle7hRmnLCSGEqHlKasuFEKIq0mh1HAm/TVxaNu4O1nTyd5GRnTVMlU28C/Zhi42Nxcvrn7m+sbGxtGnTxlAmLi6u0HX5+fncvn27xH3fQL+P3L+XtE9NTQWgsYcjdeo4lTnW3Hwt52+lcOBqInsvx3PiRhLXEzNZuvcaS/dew8NRzaDW3ozqVI/6te3LXH914+5gbdRyQgghqiZztOVCCFHVbDkXzXu/Xyg04tPLyZp3BwbImkY1SJXdx9vf3x9PT89Ce7SlpqZy+PBhwx5tXbp0ITk5mePHjxvK7Ny5E61WS2BgYKXFamWhpG29WrzYqyFrn+vCqRl9+Gp0Owa38cZBbUFsag7L94XTe+4eRi47yG+nb5GTr6m0+KqaTv4ueDlZU9IzPgX6L6NO/i6VGZYQQggju5/aciGEMIWCBYX/O80yJiWbF344Ibv51CBm7fFOT0/nypUrhvfh4eGcOnUKFxcX6tWrx+TJk5k9ezaNGjXC39+fd955B29vb8Nqqc2aNaNv374888wzLFmyhLy8PCZOnMjIkSNLvQqqKdipLejX0ot+Lb3Iydew93ICa47cYFdoHIeu3ebQtdu42VvxTPf6PNHZFzt1lR14YDLvDgzghR9OoIBCi6wp/nVeht8IIUTVV13bciGEqChZUFj8m1kzvmPHjtGrVy/D+4K5WmPHjmXlypW8/vrrZGRk8Oyzz5KcnEy3bt3YsmUL1tb/DEH+8ccfmThxIg899BBKpZLHHnuMhQsXVvpnKYnaQsXDAR48HODBreQs1h69ydqjN4lJzWbO5kss2XOVKQ83ZlSnelioquwABKPRanUM/fJvOvq58Nmw1ny2LbTQE0BPGXYjhBD3lZrQlgshRHnIgsLi36rMPt7mVNn7zeVptGw6GcWXu68SnpABQFNPB94d2Lza/0e37XwMz35/HAe1Bfun9cZebSELTQghANn7U1SM/P0IIaqCQ9cSWXv0JmnZ+dRzsWHF39fvec3nI9swuI2P6YOrBPJdXLKaN8a5CrBUKRnWoS5D2/rw05EbzA25zKWYNEYtP8QTnevxVv8AbKxU5g7T6HQ6HV/uvgrAk118cbKxBKBLA1ey8zTsuBjH4l1XeKl3Q9kTXQghhBBC3FeuxKUxZsURcvO1AJS2L0kWFK4Zqv/Y5irMQqXkyS5+7Hr1QZ7oXA+AHw7dYMCifZyNTDFzdMZ3/lYqp24mo7ZQMv4B/0LndDp46acTzAu5TFxajpkiFEIIIYQQouyiU7J48ceT5OZraVPXmVGd6rLxfw/gamdV4jWyoHDNIol3FVDLzorZQ1ryw9OBeDiquRafwdAv/2bxritotNVnJsCR8NsAPNDQjdoO6kLnbKxU+LnaAXAlLr3SYxNC3H/27t3LwIED8fb2RqFQsGnTpruW3717NwqFosgrJiamULnFixfj5+eHtbU1gYGBHDlyxISfQgghxP0uNjWbfp/vIzQ2DVc7K5Y+2Z45j7aidV1npgY3KfYaWVC45pHEuwrp1siNLZN60K+FJ/laHZ9uDWXksoNEp2SZOzSjOHEjCYB29ZyLPe9TywaAW8nV4/MKIUwrIyOD1q1bs3jx4jJdFxoaSnR0tOHl7u5uOLd27VqmTJnCu+++y4kTJ2jdujXBwcFF9pkWQgghCnyzP5zkzDzq1LLhhwmBeDj+M3R8ZKd6fPl4OzwdC3c6eTpZ89UT7WRB4RpE5nhXMbXsrPhydDt+Ph7JzN/Oc/R6EkMW/803YzvSwsfJ3OFVyMkbyQC0861V7HkvJ/2XVMxdVn8UQogC/fr1o1+/fmW+zt3dHWdn52LPzZs3j2eeeYbx48cDsGTJEv78809WrFjBtGnTKhKuEEKIaurFBxtiZ2VBR79aNPNyLHK+fysvglt4FlpQuF09Z9SW1W9NJ1Ey6fGughQKBcM61OWvSd1p5G5PbGoOw5YcZNv5mHtfXEXlabT0b+lJB99atK7jXGwZT6c7Pd6SeAshTKhNmzZ4eXnx8MMP8/fffxuO5+bmcvz4cYKCggzHlEolQUFBHDx40ByhinIYt+IIw5cc5NEv/6bLnB30+mw30zecZVdoHJm5+eYOTwhRDTnZWjIpqBFdG7qVWEalVNClgSsJ6blMXH2CedsvV2KEoiqQHu8qzNfVjl/+15UXfzzBvrAEnvvhOG/1b8aE7vXNHVqZWaqUvDUg4K5lvA093jLUXIiaLC0tjdTUVMN7tVqNWq2+yxWl4+XlxZIlS+jQoQM5OTl8/fXXPPjggxw+fJh27dqRkJCARqPBw8Oj0HUeHh5cunSpwvcXleNSTBoWmYX/XsITMvjpyA0sVQo6+LowqI03TT0dsFAqsVApsFQpsFdb4ukkKwsLIUovNTsPR2vLMl1jpVKQmJFLWKysaVTTSOJdxTlaW/LtuI68+9t5fjx8g9l/XiQnX8uLvRqaOzSj83LW93hHS4+3EDVaQEDhh3TvvvsuM2fOrHC9TZo0oUmTfxa56dq1K1evXmX+/Pl8//33Fa5fVA1zh7fC2tkdlVKBl5MNqdl5bDsfw97LCUQlZ3HwWiIHryUWe62XkzXezjY0crfHycYSN3v1ncRciZVKSQN3e5p7O2L9r+GhyZm5nIlM4XJsGhZKBWpLFa52VjR0t8fP1Q6lLJokipGTryEsNp3U7DxuJWcTnpCOu4M1gfVd0OngWnwGyVm55OZrycjJ58btTNQWKlzsrGju7YilSklOvpY8jZZ8rZbrCZlEp2Rha2WBj7MNXs7WuNqpaefrjNpC//eq0+nI1+rIzNGQlJlLVp7+f5UKBS52VliplORptORpdGTlacjK1eDmYEVjdwf5Oy7ByKWHyM7TsGBkG1qVMKLzvxp5OAAQGpNmwshEVSSJ933AQqVk9pAWeDlZ89m2y3y6NRSlQsELDzYwd2ildvpmMg3c7bFXl/wn17qOEyvHd6TOnUXWhBA104ULF/Dx8TG8N0Zvd0k6derE/v37AXBzc0OlUhEbG1uoTGxsLJ6eniaLQRjXAw1rU6eOT6FjvZq4o9PpuJ6YyZZzMWw5F01iRi75Gh35Wn2ikZ6TT3RKNtEp2RyPSCqxfgulgnb1amFpoSA9O59zt1JL3IHEycaSVnWcqG2vprmPE30CPHB3VKPR6khMzyUpU9/rFZeWw82kTKxUStQWSmo7qHG0tqSWnRVKBfrkK1dDTEoWTjaW2FhZYKFUYKe2wNPRGld7K8ITMkjNysPNQY2zjSWWKiWWFkrs1RZk5OQTkZiJo40F/m52KBUKNFp9Eqa987+p2Xm4O6hxuNN7p9PpiEjMJC4th7C4NNKz8w1JWWZuPuk5GtQWSqwslNRzsaVvC0/c7Av/t5qn0ZKYnnvnOv21tzNyuRCdyrX4dG4mZRGXmo2lSkmdWjbUdlDT1NMRb2drrFRKlEoFKqUCpUL/vyqFAhsrJbZWFuRrdORpteRrdKTn5OFgbUnD2vZFEkSNVset5CwycvP1IxyUCixUCqws9PXEpWaTkJ5LfFoO1pb6z+Jmr8bKQv//xY3bmRwOv014QgY3b2dyKzmL8IQMwwOWzvVdaeBuT217NZ5O1mTm5HM1IYOopCyy8zRk52lISM8hV6MjX6OPNzU7j7C49ErZucZSpd+9QaPVlft+DmoL/NzsCPR3oV9LT2wsLUjKzDX8u7RQKlFbKmlQ2x5LVc2ZxRqVnMWF6FSUCqhTy7bU1zWobQ/ArZQscvI1hgcjovqTxPs+oVAomNi7EQCfbbvMx1suoVDA8z2rfvKdnadh2JKD5Gu17HujNz7OxSfWzrZWPNjEvdhzQoiaw8HBAUfHoovTmMKpU6fw8tKvKGtlZUX79u3ZsWMHQ4YMAUCr1bJjxw4mTpxYKfEI01EoFPi72fHCgw2KfXCdlp3H5dh0IhL1SVNiRi4pWXnkarTka7Rk5Wk5fTOZlKw8jly/XehaP1dbmno6olIpyMnTEJ2SzdX4dFKy8tgXlgDAhpNRzPrjQqV81vJSKsDWyoLcfC25Gm2Zrp3x6zm8nGywVCnI0+jI1WhJy84jO6909ZyNSilPyIWolPqeWxtLlSHZT83OJze/bJ+lVLLziU/L4VIFei2dbfWjKpxtLGns6cD1hAzORKZgbanE08kaLycbwwOAurVs0el03EzKIjQmDa1Oh53aAss7IzJq2epHWWTnabgan05SZh7XEzKIS8sBiibc9moLrC1VOFpbgALi03LQ6Sg0wsNOrSIqKYu0nHzORqVwNiqFr/eHl/h5Ch40tarjRPdGtenk51Kte8p3XNQ/pO3g64LLXfbq/i83eyusLZVk52mJTs7Gz83OVCGKKkYS7/vMxN6N0OlgbshlPtp8CUuVkqe7+Zs7rLs6ev02uRotno7WhnncQghRUenp6Vy5csXwPjw8nFOnTuHi4kK9evWYPn06UVFRfPfddwAsWLAAf39/mjdvTnZ2Nl9//TU7d+5k27ZthjqmTJnC2LFj6dChA506dWLBggVkZGQYVjkX1ZeDtSXtfWvRvoSdN0DfCxyekMGJG8lYqhSoLVQ09XQo9odzvkbL+VuphMakEZeWze7QeE7cSKKg09HaUom92pKG7nbUdrDGz9UWnQ6y8jTEpmaTkZNPfHoOKoW+d9bKQomrnZrcfC2p2XnkabTkanRcjUsnK0+Dt7M1te3VxKXlkJGTb0h+c/O1KBRQt5Ytadl5JGXmFfvZChKB9Jx/FqCzslDi42xj6I22UimxvNMr72BtSa5GQ06elqPXb3M6MoWoYrYDVSkVWKmUhoTOXm1BI3d7mnk5Us/FltoOanLytcSmZnPjdiZX49OJScnW99Dq9D3y+v/V916n5+gTaX1PqwILlRJrCyXJWXlk5mqIT8spEoOlSoGTjSV5Bb3OWv2/G50ObCxVeDpZ42JnRW6+lrC4tEIPCyyUCjr6udDE04G6LrZ4O1nj52aH9s7fwrHrSdxKziI2NZuYVH3cbeo64+Nsg53aArWFCjcHK6wtVFhaKLFUKlBbKmni6Yi3kzUKhekSU61Wx62ULBSKO/+ulPreaSsLJTZWpetlzc3Xcj0xg9CYNLaej2FPaDwWKgW1HdSGURP5Gh2pWXmGB037whJYvOuqIXm3U1uQkplHYH0XHmnlTSd/F7xL6IS5n4Rc0CfeQQFl6zRSKBTUqWXLlbh0biZlSuJdg0jifR966aFGaHUwf/tlZv95AR9nG/q2qLrDIPffedrfrZHbPRuYX09FcSs5m8FtvKvFl7IQwnSOHTtGr169DO+nTJkCwNixY1m5ciXR0dHcuHHDcD43N5dXX32VqKgobG1tadWqFdu3by9Ux4gRI4iPj2fGjBnExMTQpk0btmzZUmTBNVEzKRQK6te2p/6doaJ3Y6FS0rquM63rOgP6B+carY7kzFx0UGRYdnlptDq0Ol2JQ3wzc/NRW6hQKRXodDpSs/NR3UnClHcSsoJeyfg7SXtBou9obYmVRemGDken6IdgKxUKbCxVWKqU2FqpqOdiWym9ngXD2uPSssnT6PQPCSwU2Fpa4FPLBtV/YijoEbexVBX5baLR6sjN15KWk4eNpcow/P6/mns78Ugrb5N9popSKhVlGgJdHCsLJY09HGjs4cDA1iV/Vo1Wx5nIZM5FpXDyZjLbL8TqRxtkag0Pe7ZfjGP7xTgUCni4mQcTutenk79LheIzl8zcfA7dWSvioWZlbx/q1rLRJ963ZUHhmkSh0+lMP8GkiouMjKRu3brcvHmTOnXqmDucUtHpdMz49TzfH4rA2lLJ2me7GBr3qkSn0xE0bw9X4zP4fGQbBrfxuWv5vgv2cikmje+f7kT3RrUrKUohRFVwP34Xi6pD/n6EqDryNFri03JIzc4jLTsfpQJ2XYpnV2gc52/9s2tFYw97vJ1taFPXmT4BnjT2sMfiPpgnfuBqAo8vP4yXkzUHpvUu88iFhTvCOBJ+myc616NvCy8TRWke8l1cMunxvk8pFAreHRjAzaRMdofG8/SqY2x6sWuFn2wa29X4dK7GZ2BloaR303sPxXGy0T9VTi5hKJwQQgghhKjaLFVKvJ1t8Oaf0YvtfV14LbgJYbFprPg7nHXHIrkcm87l2HR2h8azYHsYXk7WTHqoEY+2q1Pq0RbmcPy6fgHGDn4u5Zou8PJDjYwdkrgPVN2/aHFPFiolXzzejqaeDiSk5/DUyqOF5mZVBXsv64eZB/q7lDhU69+cbe8k3lmSeAshhBBCVDeNPByY82grjr4VxNdjOjBrSAsebFIbG0sV0SnZTNtwlu6f7OSb/eFk52nMHW6xOvi58GRnX4KbyzQkUXrS432fs1dbsGJcR4Ys/pvLsenM2HSOeSPamDssg/1X9Il390ZupSrvbKNfFTIlM9dkMQkhhBBCCPNysbMiKECfuD7Z2ZfsPA0/HIpg2d5rxKbmMOuPCyzedYWnu/kzobt/ldp2q0sDV7o0cK1wPbn52irdsy+MS/6frga8nW1YPLodSoV+u5INJyLNHZLBO48E8P7g5vQJKN3ib4YebxlqLoQQQghRY1hbqpjQvT773ujFh0NbUqeWDbczcvl0ayjdPt7Foh1hJGVUj46ZmJRs2s0KofV725DltmoOSbyriY5+Lkx6qDEA72w6R3hChpkj0vN3s2NMF79Sb5XgJEPNhRBCCCFqLLWFiscD67H7tQeZP6I1no7WxKflMDfkMg9+ttvsHUznolI4HnGbnPzyD4N3trXkdkYuWXkaUuQ3b40hiXc1MrF3Qzr5u5CRq+Hln06Sm6+990VVTC1b/VBz6fEWQgghhKi5LFRKhratw97Xe/H5yDY09XQgJSuPKetOM3X9abJyzTP/+6s9V3nsq4Ms23Ot3HVYW6pwsdP/5o1OyTZWaKKKk8S7GlEpFXw+sg3OtpacjUrhs22hZo3nw78u8uPhCFKzS59EP9ikNj9OCOTN/k1NGJkQQgghhLgfWFkoGdzGhz9e6sYrQY1RKmD98Uj+b8kBbiVX7j7Y+Rotf99Zv6hzBed4ezpaAxCTKol3TSGJdzXj5WTDJ4+1AuDrfdc4G5liljgS03NYvu8ab208R3YZnkh6OdnwQEM36te2N2F0QgghhBDifmKhUjIpqBE/TAjE1c6K87dSGfTF35y4kVRpMZy4kUxyZh7Otpa0retcobo8ne4k3tLjXWNI4l0N9WnuycDW3mh1MH3jGfI1lT/k/O+rieh00NTTAfc7T/SEEEIIIYSoiK4N3Nj04gOG7XRHLj1EyIXYSrn3r6eiAOjVxB0LVcXSqILEW4aa1xySeFdT7zzSDAdrC85FpfLdwYhKv//+sHig9NuIFcjO07D68A2+2n1VVnkUQgghhBBF1HWx5ZcXuhLUzINcjZYXfjjOT0dumPSeWbkafjt1C4D/a1+nwvV53emYipXEu8aQxLuacnewZlo//TzpudtCiU6pvDkwOp2OfWEF+3fXLtO1eRotb248y8dbLpFzHy4OJ4QQQgghTM9ObcGSJ9oxtK0P+Vod0zecZeZv50020nNXaBxpOfnUqWVDl/oV38O7sacD3Rq60chDplfWFBZlvSA8PJx9+/YRERFBZmYmtWvXpm3btnTp0gVraxlSXJWM6liPX45HcuJGMjN/O8/SJztUyn3P30olOiUbG0sVnfxdynStrdU/f5IZOflYW6qMHZ4QQtR40pYLIaoDC5WSecNbU9/Njrkhl1l54DrhCRksfbK90X9DHriq71Tq18ITpVJR4fqCm3sS3NyzwvWI+0epE+8ff/yRzz//nGPHjuHh4YG3tzc2Njbcvn2bq1evYm1tzejRo3njjTfw9fU1ZcyilJRKBR8+2pJHFu5n6/lYQi7E8nCAh8nvu//Oao8PNHQr85eeSqnAxlJFVp6GjBwNrvIQUAghjEbaciFEdaNQKHjpoUY08nDglbWn2HM5nme/P84yIyff7w9qwbD2dQ1b3wpRVqUaat62bVsWLlzIuHHjiIiIIDo6muPHj7N//34uXLhAamoqv/76K1qtlg4dOrB+/XpTxy1KqamnI0939wfg3V/PkZGTb/J7xqZmo1RA5/pl6+0uYKfWf0lm5Jo+ViGEqCmkLRdCVGd9W3iyYlxHbCxV7L0cz7Rfzhh1vSClUkHrus7Uc7U1Wp2gX99Iq5V1jWoCha4Uf5Fbt24lODi4VBUmJiZy/fp12rdvX+HgKktkZCR169bl5s2b1KlT8cUSqprM3Hz6zN9LZFIWz/dsYJj7bUrpOflodTocrS3LfG3PT3cRkZjJLy90ob1v+ZJ3IcT9p7p/F5ubtOVCiJrgwJUEnlxxBI1Wxxt9m/LCgw3MHVKJun28k8ikLHa+2rPabKUr38UlK1WPd2kbagBXV9f7qqGuCWytLHh3YHMAvv07vFL2C7RXW5Qr6YZ/5nmn55R+/28hhBB3J225EKIm6NrQjZkDAwD4ZOsldlys2FZjOp2OwV/sZ+r608Sn5RgjRAO1hT4Vk728a4YKrWr+559/MnXqVKZMmcIvv/xirJiECQQ1c6eDby1y8rV8viPMZPcxxpAeOyv9UPPMShgWL4QQNZ205UKI6uaJzr48HlgPnQ4mrTlFWGxaueuKSc3mdGQKG05GGaZDGkvBXt4xqZJ41wTlTrzfeecdXn/9dRQKBTqdjldeeYWXXnrJmLEJI1IoFLxxZ4j5umM3uRqfbpL7vLzmFEO//Nuw8mN5TO/flB8nBJZ5RXQhhBBlI225EKI6UigUvDeoOYH+LqTn5PO/H0+QlVu+kZSnbyYD0NjDodDuO8bg6WgDQLT0eNcIpU68jx07Vuj92rVrOXbsGJ988gnz58/n999/54cffjB6gMJ4Ovq58FBTdzRaHXO3hRq9fp1Ox4ErCZy8kYyVqvyDKdr7uvBAQzdc7dVGjE4IIYS05UKImsJSpWTx6HbUdlATFpfOx1sulaue05EpALSp62TM8ADwdNL/1pWh5jVDqbOj559/nsmTJ5OZmQlA/fr1mTt3LqGhoZw9e5avvvqKxo0bmyxQYRxT+zZBoYC/zsYYnuAZy9X4DBIzclFbKGlZx/hfTkIIISpG2nIhRE3iZq9m7rDWAHx38DrnolLKXEfB7+VWdZyNGJmep5O+x1uGmtcMpU68Dx8+jJeXF+3ateP3339nxYoVnDx5kq5du9K9e3ciIyNZvXq1KWMVRtDU05GhbXwA/YITxnQk/DYAbes5o7Yo/xyYM5HJrD58g2PXbxsrNCGEEEhbLoSoeXo0rs0jrbzQ6uDtTefKvHVXWJx+emaAl6PRY/NyvDPHW3q8a4RSJ94qlYo33niDv/76iy+++IKJEyeyaNEiEhMTSU5O5o8//qBBg6q7XL/4xysPN8ZSpeDvK4n8faX8c7H/60h4IgCd/F0rVM+WczG8ufEsf56NNkZYQohqau/evQwcOBBvb28UCgWbNm26a/kNGzbw8MMPU7t2bRwdHenSpQtbt24tVGbmzJkoFIpCr6ZNTb8FY2WRtlwIURO980gA9moLTt1MZu2xm6W+LjM337CSuZ+rndHj8nW1pXsjN1nXCFi8eDF+fn5YW1sTGBjIkSNH7lp+/fr1NG3aFGtra1q2bMlff/1V6PzMmTNp2rQpdnZ21KpVi6CgIA4fPmzKj3BPZZ6IW79+fbZu3crQoUPp0aMHixcvNkVcwoTqutgyqlM9AL7cfcUodWq1Ov6+qk+8Ayv45WGn1i9ckSnbiQkh7iIjI4PWrVuXuh3au3cvDz/8MH/99RfHjx+nV69eDBw4kJMnTxYq17x5c6Kjow2v/fv3myJ8s5K2XAhRk3g4WvPKw/ppNB9vucTtjNxSXZeUmUdDd3s8HNU42ZZvm9y7aeThwPdPB/LOIwFGr/t+snbtWqZMmcK7777LiRMnaN26NcHBwcTFxRVb/sCBA4waNYqnn36akydPMmTIEIYMGcK5c+cMZRo3bswXX3zB2bNn2b9/P35+fvTp04f4+PjK+lhFlDrxTk5O5vXXX2fgwIG8/fbbDB06lMOHD3P06FE6d+7M2bNnTRmnMLJnutdHpdT3ep+NLPt8l/86FZlMfFoODtYWdPSrWOJte2c7sfRc2U5MCFGyfv36MXv2bIYOHVqq8gsWLOD111+nY8eONGrUiA8//JBGjRrx+++/FypnYWGBp6en4eXm5maK8M1C2nIhRE01tosvTT0dSM7M4/Ptl0t1jY+zDdun9OTQ9IdMHF3NNm/ePJ555hnGjx9PQEAAS5YswdbWlhUrVhRb/vPPP6dv375MnTqVZs2aMWvWLNq1a8cXX3xhKPP4448TFBRE/fr1ad68OfPmzSM1NZUzZ85U1scqotSJ99ixYzl8+DADBgwgNDSUF154AVdXV1auXMkHH3zAiBEjeOONN0wZqzCiui62DGzlBcCSPVcrXJ+lUsmAll480sobK4sKbQ+PnVVBj7ck3kLURGlpaaSmphpeOTk5JrmPVqslLS0NF5fCDwvDwsLw9vamfv36jB49mhs3bpjk/uYgbbkQoqayUCmZMVDfs/zD4RtciSv91roKhcJUYQGQnachJ79mjvTMzc3l+PHjBAUFGY4plUqCgoI4ePBgsdccPHiwUHmA4ODgEsvn5uaybNkynJycaN26tfGCL6NSZ0g7d+7km2++4fnnn2fNmjWFht499NBDnDhxApXKuJvKC9N6/kH9PL7N56K5npBRobpa1nFi8eh2zHm0ZYXjKhhqnlHO/RaFEPe3gIAAnJycDK85c+aY5D6fffYZ6enpDB8+3HAsMDCQlStXsmXLFr766ivCw8Pp3r07aWlpJomhsklbLoSoybo2cCOomX5r3Xkhxt9atzzGf3uEpu9sIeRCrLlDMarSPkRPSEhAo9Hg4eFR6LiHhwcxMTHFXhMTE1Oq8n/88Qf29vZYW1szf/58QkJCzDqKrdSJd6NGjVi2bBmXL19myZIl+Pr6FjpvbW3Nhx9+aPQAhek09XSkV5PaaHWwbN81c4djYKvW/+jLlKHmQtRIFy5cICUlxfCaPn260e+xevVq3nvvPdatW4e7u7vheL9+/Rg2bBitWrUiODiYv/76i+TkZNatW2f0GMxB2nIhRE33WnATQL+Yb0Ti3TueXlx9ggEL93HAiIsR/1ctOysAwuMr1glW1VTWQ/S76dWrF6dOneLAgQP07duX4cOHlzhvvDKUOvFesWIFO3fupG3btqxevZqvvvrKlHGJSvJ8T32v98/HI4lLK99WBrGp2VyNT0enK9v2DCX5Z6i59HgLURM5ODjg6OhoeKnVaqPWv2bNGiZMmMC6deuKDFX7L2dnZxo3bsyVK8ZZiNLcpC0XQtR0TT0d6dlY3/G0dO/dO57OR6Vw/laqSYeaN/FwAOBSbPUYWVWgtA/R3dzcUKlUxMYW7vGPjY3F09Oz2Gs8PT1LVd7Ozo6GDRvSuXNnvvnmGywsLPjmm28q8KkqptSJd5s2bTh27BgZGRn8/fffNGvWzJRxiUrSyd+FtvWcyc3X8u3f18tVx7qjN3lo7h7e+MU4ixU0crdnyRPtjTJsXQgh/u2nn35i/Pjx/PTTTwwYMOCe5dPT07l69SpeXl6VEJ3pSVsuhBDwvzvTLdcfu8mt5Kxiy2i1Om4l6zul6tSyMVksTe/sD34uquKLHVclpX2IbmVlRfv27dmxY4fhmFarZceOHXTp0qXYa7p06VKoPEBISEiJ5f9dr6nWjSmNUiXexurJFFWPQqHghTu93j8ciiAtO6/MdRy8pt9GrIWPk1FiqmVnRd8WngTWr9h+4EKI6i09PZ1Tp05x6tQpAMLDwzl16pRhMbTp06czZswYQ/nVq1czZswY5s6dS2BgIDExMcTExJCS8s+Pnddee409e/Zw/fp1Dhw4wNChQ1GpVIwaNapSP5spmLMtT0tLY/Lkyfj6+mJjY0PXrl05evSo4XxsbCzjxo3D29sbW1tb+vbtS1hYmNniFUJUb4H1XQn0dyFPo2NpCYsMJ2bkkqvRolCAp5O1yWJpV88ZlVJBRGImN29nmuw+VdmUKVNYvnw5q1at4uLFi7zwwgtkZGQwfvx4AMaMGVOox3zSpEls2bKFuXPncunSJWbOnMmxY8eYOHEioN9u9M033+TQoUNERERw/PhxnnrqKaKiohg2bJhZPiOUMvFu3rw5a9asITf37nvehYWF8cILL/DRRx8ZJThROYKaedCgth1p2flsOBFVpmtz8jUcj0gCoIskykKISnTs2DHatm1L27ZtAX3D3bZtW2bMmAFAdHR0oRXJly1bRn5+Pi+++CJeXl6G16RJkwxlIiMjGTVqFE2aNGH48OG4urpy6NAhateuXbkfzgTM2ZZPmDCBkJAQvv/+e86ePUufPn0ICgoiKioKnU7HkCFDuHbtGr/++isnT57E19eXoKAgMjKq15xHIUTV8fJDjQD46ehN4lKLTreMSdEfq22vxlJVsR177sbB2pI2dZ0BOHDVdHPJq7IRI0bw2WefMWPGDNq0acOpU6fYsmWLYQG1GzduEB0dbSjftWtXVq9ezbJly2jdujU///wzmzZtokWLFgCoVCouXbrEY489RuPGjRk4cCCJiYns27eP5s2bm+UzAih0pXgEvmPHDt544w2uXbvGww8/TIcOHfD29sba2pqkpCQuXLjA/v37OX/+PBMnTuTNN9/Eyck4vZ+VITIykrp163Lz5k3q1Klj7nDMYtWB67z723kae9izdXKPUs9lOXwtkRHLDuFmb8XRt4KMMgdGo9Xxx5lbZOdpGNq2ToW3JxNC3B/ku9i0zNWWZ2Vl4eDgwK+//lpoeH/79u3p168fY8aMoUmTJpw7d87wg0ir1eLp6cmHH37IhAkTSnUf+fsRQpSFTqfj/5Yc5HhEEk938+edRwIKnd92PoZnvz9O6zpO/Dqxm0ljmRdymYU7whjY2ptFo9qa9F6mJt/FJStVRvPQQw9x7NgxfvvtN9zd3fnxxx+ZOHEio0ePZubMmYSFhTFmzBgiIyP5+OOPjZZ0azQa3nnnHfz9/bGxsaFBgwbMmjWr0HA5nU7HjBkz8PLywsbGhqCgIBmeVg5D2/lgY6nicmw6x+70YJfGoWu3Af2QHWMuPDFpzSne+OUsGbKXtxBCGIW52vL8/Hw0Gg3W1oWHatrY2LB//37DfLt/n1cqlajV6kLbnQkhhDEpFApe6t0QgB8PR5CQXnjub/SdHm8vJ9PN7y7Qu6k7w9rXYWCr6rGeiCieRVkKd+vWjW7dTPvE598+/vhjvvrqK1atWkXz5s05duwY48ePx8nJiZdffhmATz75hIULF7Jq1Sr8/f155513CA4O5sKFC0UaeVEyR2tLBrfxZs3Rm/xwKIKOfi6luu7QnfndxhxmrlIqsFIpydVoycrTUMtoNQshhKjsttzBwYEuXbowa9YsmjVrhoeHBz/99BMHDx6kYcOGNG3alHr16jF9+nSWLl2KnZ0d8+fPJzIystDQwv/KyckptEhOddlrXQhReXo2rk3rOk6cjkxh+b5rTO/3z4KTagslDWrb4V/bzuRxtKnrbBhuLqqvKj2G98CBAwwePJgBAwbg5+fH//3f/9GnTx+OHDkC6Hu7FyxYwNtvv83gwYNp1aoV3333Hbdu3WLTpk3mDf4+NDpQv5/r5rMxJKbfe8W/7DwNx2/oe8c7G3l+t9pSabiHEELcj8y5cmpV8/3336PT6fDx8UGtVrNw4UJGjRqFUqnE0tKSDRs2cPnyZVxcXLC1tWXXrl3069cPpbLknylz5swptEdsQEBAiWWFEKI4+l5v/Vzv7w9GcDvjnzUwRnaqx45XH+SNvk3NFZ6oIozVnlfpxLtr167s2LGDy5cvA3D69Gn2799Pv379AP0KtjExMYX2YXVyciIwMJCDBw+WWG9OTg6pqamGlzwl12tZx4lWdZzI1Wj5+XjkPcsrFQq+Gt2Ol3o3pIGRnwbaWKoAyM7TGrVeIYQwlc2bNzN27Fjq16+PpaUltra2ODo60rNnTz744ANu3bpl7hDNpkGDBuzZs4f09HRu3rzJkSNHyMvLo379+oB+vvepU6dITk4mOjqaLVu2kJiYaDhfnOnTpxfaI/bChQuV9XGEENXIQ83cCfByJDNXw4r94WaLIztPw4kbSewOjTNbDELPVO15lU68p02bxsiRI2natCmWlpa0bduWyZMnM3r0aABiYmIADCveFfDw8DCcK448JS/ZE3d6vVcfuYFWe/d196wslDzUzINX+zQx6vxuAOs7iXeW9HgLIaq4jRs30rhxY5566iksLCx444032LBhA1u3buXrr7+mZ8+ebN++nfr16/P8888THx9v7pDNxs7ODi8vL5KSkti6dSuDBw8udN7JyYnatWsTFhbGsWPHipz/N7VaXWiPWAcHB1OHL4SohhQKBS8/pJ/rverAdVIyy761rjGcvJHMo18e4K2N58xyf2H69rxMc7wr27p16/jxxx9ZvXo1zZs359SpU0yePBlvb2/Gjh1b7nqnT5/OlClTDO+joqIk+b7jkdZezPrzAhGJmey/kkCPxubZQsf6zlDzHEm8hRBV3CeffML8+fNLHBo9fPhwQN/WLFq0iB9++IFXXnmlssM0q61bt6LT6WjSpAlXrlxh6tSpNG3a1LBH6/r166lduzb16tXj7NmzTJo0iSFDhtCnTx8zRy6EqAn6BHjSxMOB0Ng0vj0Qzsu9G9Hlox242qn5YUIgLnZWJo8hwNsRgKjkLJIzc3G2Nf09RWGmbs+rdOI9depUQ683QMuWLYmIiGDOnDmMHTsWT09PAGJjY/Hy+mcVwNjYWNq0aVNivWq1GrVabXifmppqmg9wH7K1suCxdnVYeeA6Px6OKDHxjkrOYsX+cPq18KRDKRdiKwvDUPN8SbyFEFXb3aY2/ZuPj49R98a+n6SkpDB9+nQiIyNxcXHhscce44MPPsDS0hLQ77k+ZcoUQ3s+ZswY3nnnHTNHLYSoKZRKBS891JCJq0+yYn84g1t7E5uaQ1xaDg7WlZMuOdlYUtfFhpu3s7hwK5WuDd0q5b7iH6Zuz8s81FylUhEXV3TuQWJiIiqVqswB3E1mZmaRpw0qlQqtVj/v19/fH09PT3bs2GE4n5qayuHDh+nSpYtRY6lJHg+sB8D2i3HE3NlK4b+2nIvhm/3hfLo11CQxTOnThC9Ht6OF9/2zH7wQomZLTU01tE//ptFoqtwD3spsy0HfS3D16lVycnKIjo7miy++KLRd2csvv8zNmzfJzc0lIiKCWbNmYWUlvT1CiMrTr4UXDWrbkZqdz+ojNwBwd1Bjqaq8mbnNvfTfi+dvVa02o6YxVXte5r+kf++h/W85OTlGbyQHDhzIBx98wJ9//sn169fZuHEj8+bNY+jQoYB+TsbkyZOZPXs2v/32G2fPnmXMmDF4e3szZMgQo8ZSkzT2cKCTvwsarY61R28WW2bref0c+uDmniaJoWfj2vRv6YW7o2wJJ4So+jZu3EiHDh3Izi76sDI7O5uOHTvy+++/myGy4lVmWy6EEPcDlVLBmC5+APx5Rr+VYWXs4f1vze8MN78QLYm3uZiyPS/12ImFCxcC+mT366+/xt7e3nBOo9Gwd+9emjY17nL7ixYt4p133uF///sfcXFxeHt789xzzzFjxgxDmddff52MjAyeffZZkpOT6datG1u2bJE9vCtoVKe6HAm/zYaTkbz8UMNCi6clpudw7PptAPo09yipCiGEqDG++uorXn/9dWxtbYucs7Oz44033uCLL75g4MCBZojuH+Zoy4UQ4n4xpK0PH/51kVt3Rnx6OVVuPtHYU79I5OVY2XHJXEzZnpc68Z4/fz6gf0q+ZMmSQkPRrKys8PPzY8mSJWUO4G4cHBxYsGABCxYsKLGMQqHg/fff5/333zfqvWu64Oae2FqdIyIxk1M3k2lbr5bh3PaLsWh10MLHkTq1iv5RGsO5qBTCEzJo4ulAYw9ZqVYIUbWdO3eOL7/8ssTzPXr04O23367EiIpnjrZcCCHuF042lgxo5cWGE1FA5fd4F/zmvRKXjkarQ6U07q5B4t5M2Z6XOvEOD9fva9erVy82bNhArVq17nGFuJ/ZWlkQ3NyTjSej2HQyqlDiHXJBPy8wOMA0w8wBfjgUwZqjN3mtT2NJvIUQVV5SUhL5+fklns/LyyMpKakSIyqetOVCCHF3ozrVMyTeLnaWlXrvei62zBwYQCP57Ws2pmzPyzzHe9euXdJQ1xBD2voA8PuZaPI0+gUG8jVaDl9LBODBJu4mu3fBPt7ZeUUXNhBCiKrGz8+PY8eOlXj+2LFj+Pr6VmJEdydtuRBCFK+Dby2cbPR9k3GpOZV6b5VSwbgH/HmgoZv0dpuJKdvzMq+Pr9FoWLlyJTt27CAuLq7Iim87d+4sVyCi6nmggStu9moS0nPYFxZP76YeRCVnobZUolBYGPYbNIWCxDtL9vEWQtwHHn30Ud566y0efvhhPDwKr30RExPD22+/zRNPPGGm6IqStlwIIYqnUCh4rmcDPtkSysUYWeSspjFle17mxHvSpEmsXLmSAQMG0KJFi0KLbonqxUKlZFBrb1b8Hc7Gk7fo3dQDX1c7jr4VRHRKtkmfxFlb6gdjZEviLYS4D0ybNo1ff/2VRo0a8cQTT9CkSRMALl26xI8//kjdunWZNm2amaP8h7TlQghRskfb1uGzraEcvZ7E9YQM/NzsKu3esanZHLiagIVSycDW3pV2X6Fnyva8zIn3mjVrWLduHf379y/XDcX9ZWhbH1b8Hc628zGkZefhYG2JQqHA29m0i01Ij7cQ4n7i4ODA33//zfTp01m7dq1h/pezszNPPPEEH3zwAQ4OVWfOnrTlQghRPJ1Oh6eTNd0b1WbP5Xh+Ph7Ja8FNKu3+p28m88ra07TwcZTE2wxM2Z6XeY63lZUVDRs2LNfNxP2nhY8jDWrbkZOvZfO5mBL3fjU2mzuJd47M8RZC3CecnJz48ssvSUhIIDY2lpiYGBITE/nyyy+r3HxqacuFEKJ4R68n0fq9bSRl5gKw8WQUWm3l/P4FaOiu3+bxalxGpd5X/MNU7XmZE+9XX32Vzz//vNISMGFeCoWCIW30i6x9d+A6nT7cwczfzpv8vgVDzaXHWwhxv1EoFNSuXRt3d/cqO4Rb2nIhhCjejduZpGTlYWdlgYO1BVHJWRy6s7BwZajnYoulSkFWnobo1OxKu68oytjteamGmj/66KOF3u/cuZPNmzfTvHlzLC0LL7O/YcOGCgclqpbBbXyYG3KZc7f0C0xk5pa8xL6xdPJ35dP/a4VPrcrdP1EIIcojISGBt956i5SUFN5++21atGhh7pCKkLZcCCHu7cbtTAD83Gzxc7PlpyM32Xgyiq4N3Srl/hYqJX6udoTFpXMlLh0fE0/vFIWZsj0vVeLt5ORU6P3QoUONFoCo+uq52tKunjMnbiQD0K+ll8nv6e9mh38lLmQhhBAVMW7cONq1a0fv3r3p378/ERERVa63W9pyIYS4t5t3Eu+6Lra0r1eLn47cZMu5GGYNaWFYg8jUGtS2Jywunatx6fRsXLtS7in0TNmelyrx/vbbb41yM3H/ql/bnhM3krFUKeheSU/8hBDifnHixAk+/vhjAgICePLJJ4mPj8fd3d3cYRUibbkQQtzb1fh0APxc7ejo54KPsw1RyVnsuBjHgFam73wCaOBuB+fhyp1YROUxZXte5jneombKzdcvcpan0XE9McPk90vJzGPXpTj2Xo43+b2EEPenvXv3MnDgQLy9vVEoFGzatOme1+zevZt27dqhVqtp2LAhK1euLFJm8eLF+Pn5YW1tTWBgIEeOHLlnvUOGDGH69OlMmjSJVq1aVbmkWwghxL1ptTrCYvXJbhNPB5RKBYPb6FcW33gyqtLi+GeBNUm8K5sp2/MybyfWtm3bYrvbFQoF1tbWNGzYkHHjxtGrVy+jBCiqhhM3kgz/vOVcDBN7m3ZbnGsJ6YxfeZQ6tWzY/0Zvk95LCHF/ysjIoHXr1jz11FNF5i8XJzw8nAEDBvD888/z448/smPHDiZMmICXlxfBwcEArF27lilTprBkyRICAwNZsGABwcHBhIaG3rXx/eKLL1izZg1JSUnMmjXLaJ/RVKQtF0KIoqKSs8jK02ClUuLrYgvot9b9cvdV9lyOIykjl1p2ViaP44EGbnw7viON7iTgovKYsj0vc4933759uXbtGnZ2dvTq1YtevXphb2/P1atX6dixI9HR0QQFBfHrr78aNVBhPjdvZxKZlIXyzm+0redjTX5PtYV+Dk22bCcmhChBv379mD17dqnnKi9ZsgR/f3/mzp1Ls2bNmDhxIv/3f//H/PnzDWXmzZvHM888w/jx4wkICGDJkiXY2tqyYsWKu9adnZ3N448/zosvvlhkLnVVJG25EEIUlZOvoVeT2jzQ0BULlT5NauThQICXI3kaHX+eja6UONwdrenVxJ06tWwr5X7iH6Zsz8vc452QkMCrr77KO++8U+j47NmziYiIYNu2bbz77rvMmjWLwYMHGy1QYT6WKiUv9mpAdEo2m05GcTYqhajkLJOusliwnVhOvmwnJkRNk5aWRmpqquG9Wq1GrVZXuN6DBw8SFBRU6FhwcDCTJ08GIDc3l+PHjzN9+nTDeaVSSVBQEAcPHrxr3W5ubvTu3ZtBgwYxaNAgPD09KxyvKUlbLoQQ/zh9M5nbmbl0a+jGt+M7FTk/tK0PF6JT2XQyiic6+5ohQlFZTNmel7nHe926dYwaNarI8ZEjR7Ju3ToARo0aRWhoaMWjE1WCp5M1U4ObMm94Gzr4ugCw7XyMSe9ZsGpkjvR4C1HjBAQE4OTkZHjNmTPHKPXGxMTg4eFR6JiHhwepqalkZWWRkJCARqMptkxMzN2/8y5dukRwcDDr1q3Dz8+PwMBAPvjgA86ePWuU2I1N2nIhhNALuRDL4MV/M/7bozyycD/ZeUU7fQa18UahgGMRSYZVz03tTGQy87aFsuVc5fSyCz1TtudlTrytra05cOBAkeMHDhzA2toaAK1Wa/hnUb30aa7/Qbq1khLvXI0WjVZn0nsJIaqWCxcukJKSYnj9uwe6qqpXrx4vvfQS27dvJzY2lsmTJ3P27Fm6d+9O/fr1mTx5Mjt37kSjqRqjeKQtF0IIvUU7wwz/3K2RW7Fbhnk4WtO1gSsAv56qnEXW9oUlsHDnFX4/I4l3ZTJle17moeYvvfQSzz//PMePH6djx44AHD16lK+//po333wTgK1bt9KmTZsyByOqntsZuZy+mUw731o42VgS3NyT2X9e5Ej4bW5n5OJiogUm1Bb/PBPKyddga1XmP1UhxH3KwcEBR0dHo9fr6elJbGzhNSpiY2NxdHTExsYGlUqFSqUqtkxZhpo5OTkxatQoRo0aRV5eHrt27eL3339n/PjxpKWlsWjRIkaPHm2Uz1Re0pYLIQTEpGRzJjIFhQJCXumJt3PJDxuHtPHh7yuJbDwZxYu9Ghptb+eStK3rDMCpG8kmvY8ombHb8zL3eL/99tssX76cI0eO8PLLL/Pyyy9z5MgRli9fzltvvQXA888/z++//17WqkUVtPdyPONXHmXMCv12OnVdbAnwckSrg+0XTbfI2r+fNspwcyGEMXTp0oUdO3YUOhYSEkKXLl0AsLKyon379oXKaLVaduzYYShTVpaWlvTp04dFixYRERHBjh07aNy4cfk/hJFIWy6EEHA2KgWApp6ONHS3v2tHT98WnqgtlFyNz+BidJrJY2tZxwmFQr/SenxajsnvJ+7OGO15uboRR48efdfs3sbGdItuicp15PptADr61jIcC27uyYXoVLadj2F4h7omua9KqeD9wc2xUimLHfIjhBDp6elcuXLF8D48PJxTp07h4uJCvXr1mD59OlFRUXz33XeAPpH84osveP3113nqqafYuXMn69at488//zTUMWXKFMaOHUuHDh3o1KkTCxYsICMjg/Hjx5cptvz8fJYuXcru3bvRaDR069aN//3vf7Rt29Y4H94IpC0XQtR0V+P1+2SXZtsuB2tLHmxSm63nY/nrbDQB3sYfmfXf+zWsbU9YXDqnbibzcIDHvS8SRmfM9rzMPd6i5tDpdBy4kgBAR38Xw/HgFvr/8PeGJZCRk2+y+4/p4sfITvWwsZLEWwhR1LFjx2jbtq2h8ZsyZQpt27ZlxowZAERHR3Pjxg1DeX9/f/78809CQkJo3bo1c+fO5euvvzbs4Q0wYsQIPvvsM2bMmEGbNm04deoUW7ZsKbLg2r28/PLLbNy4kV69etGzZ09+/PHHMifvQgghTOtqnD7xblC7dPtl92/pBcCfZ6PR6Uy/BlGbO8PNT99MNvm9RPGM2Z6XqsfbxcWFy5cv4+bmRq1ate46p+H27dvlCkRUPZdj07memImVSskDDd0Mx5t4OODraktEYiZ7LscbvoSEEKIyPfjgg3f94bNy5cpirzl58uRd6504cSITJ04sUywbN24stJ/4tm3bCA0NRaXSPzgMDg6mc+fOZarT2KQtF0KIwmYOas7Yrn4421qWqvxDzTxQWygJT9APNzd1r3ebes6sPx5pGIEqTM+U7XmpEu/58+fj4OAAwIIFC8p1I3H/WXNU31PUo3Ft7NX//KkoFAqCm3uybO81tp6PMVnifepmMilZebSp44xTKb8QhRDCHFasWMGqVav48ssv8fb2pl27djz//PM89thj5OXlsXz5csMiZuYibbkQQhRmp7aghY9Tqcvbqy0Mw83/PHvL5Il3j0a1Abh5O5OcfA1qCxkFamqmbM9LlXiPHTu22H8W1Vdmbj7rj0UC8ETnekXOBzf3YNnea+y8GEduvhYrC+PPWpiy7hTX4jNY82xnOtd3NXr9QghhLL///jtr167lwQcf5KWXXmLZsmXMmjWLt956C41GwwMPPMDMmTPNGqO05UIIUXEDWnnfmecdw2t9mph0dfO6Lrb88VI3ArwcUSpNu4q60DNle16ubOnq1au8/fbbjBo1iri4OAA2b97M+fPnyxWEqHoOX7tNek4+9Vxs6dm4dpHzbevWoraDmrScfA5cTTBJDNZ3nurl5Muq5kKIqm/EiBEcOXKEs2fPEhwczBNPPMHx48c5deoUixcvpnbtot+l5iRtuRCiJrscm8Y7m86x7tjNMl33UFN3w3DzC9GpJoruHy18nCTprmSmas/LnHjv2bOHli1bcvjwYTZs2EB6un5RgtOnT/Puu++WKwhR9fRq6s7+N3oxf0TrYp/kKZUK+txZXXHredNsK2Ztqf/zzM4r+wb1QghhDs7OzixbtoxPP/2UMWPGMHXqVLKzs80dVhHSlgsharqzkSl8fyiCTSejynSdndqCXk3cAfjrbLQpQitWnkZLXFrVa0+qK1O052VOvKdNm8bs2bMJCQnBysrKcLx3794cOnSoQsGIqqVOLVva+7qUeD64uScAIRdi0WiNv7JjwTZikngLIaq6GzduMHz4cFq2bMno0aNp1KgRx48fx9bWltatW7N582Zzh1iItOVCiJou4nYmAL6udmW+dkCrO6ubn6mc1c23nY+hw+ztTP/lrMnvVdOZsj0vc+J99uzZQiu9FXB3dychwTRDjkXV1Lm+Kw7WFiSk53DqZpLR61ffmTeekydDzYUQVduYMWNQKpV8+umnuLu789xzz2FlZcV7773Hpk2bmDNnDsOHDzd3mAbSlgsharqIxAwAfF1ty3xt7zvDza8nZnIpJs3YoRXh62pHSlYe+64kkJlruq18hWnb8zIn3s7OzkRHFx1WcfLkSXx8fMoVhKhaPt8exlMrj7IvLP6u5awslIb533tC7162PAp6vHPypcdbCFG1HTt2jA8++IC+ffsyb948zpw5YzjXrFkz9u7dS1BQkBkjLEzaciFETReRqO/x9itH4m2ntqD7nRXHt56PMWpcxWnsYY+Psw25+VqOXjd+Z5f4hynb8zIn3iNHjuSNN94gJiYGhUKBVqvl77//5rXXXmPMmDHlCkJULSEXY9h5KY7E9Nx7lu1RkHiHGb+H5J+h5tLjLYSo2tq3b8+MGTPYtm0bb7zxBi1btixS5tlnnzVDZMWTtlwIUdMV9HjXcyn7UHPQ7/ADsOWc6RNvhUJB1wb6HX4OXk00+f1qMlO252VOvD/88EOaNm1K3bp1SU9PJyAggB49etC1a1fefvvtcgUhqo7E9BzO39Kv0Ni14b238CrYX/BMZDJJGfdO1MtiUBtv3nkkQLYSE0JUed999x05OTm88sorREVFsXTpUnOHdFfSlgsharKUrDySMvOA8g01Bwhq5oFKqeBSTBrXEzKMGV6xuhQk3tck8TYlU7bnpdrH+9+srKxYvnw577zzDufOnSM9PZ22bdvSqFEjowUlzGf/lQR0Omjm5Yi7g/U9y3s6WdPU04FLMWnsu5LAoNbeRoulVxN3ejUxWnVCCGEyvr6+/Pzzz+YOo9SkLRdC1GQ37yysVttBjZ26zOkQALXsrOhS35X9VxLYfC6GFx5sYMwQiyhIvM9GJpOanYejtaVJ71dTmbI9L3OP97Vr1wCoV68e/fv3Z/jw4dJQVyM7Lur3cn2wSen3pysYbr73svHneQshRFWXkVG2no6yljcFacuFEDVZCx8nTs/ow0/PdK5QPf1a6nf42XLO9NuKeTnZ4Odqi1YHR8Nvm/x+lW3x4sX4+flhbW1NYGAgR44cuWv59evX07RpU6ytrWnZsiV//fWX4VxeXp5hmLidnR3e3t6MGTOGW7du3bVOU7fnZU68GzZsSL169XjyySf55ptvuHLlSlmrEFVUnkbLrlB94h3UzL3U1xUMN997Od6oWyrEpmZzPOI2V+PTjVanEEIYW8OGDfnoo4+KXaysgE6nIyQkhH79+rFw4cJKjK540pYLIWo6J1tLGrrbV6iOPgGeKBRwOjKFyKRMI0VWsvEP+PPyQ42o61K+4fFV1dq1a5kyZQrvvvsuJ06coHXr1gQHBxMXF1ds+QMHDjBq1CiefvppTp48yZAhQxgyZAjnzp0DIDMzkxMnTvDOO+9w4sQJNmzYQGhoKIMGDbprHKZuzxW6MmZKUVFR7N69mz179rBnzx7CwsLw9vamZ8+e9OrViwkTJpQpgKogMjKSunXrcvPmTerUqWPucMzmwNUEHl9+GBc7K46+FYRKqSjVddl5Gtq+H0JWnobNk7rTzMvRKPF8ufsKn2wJZVj7Onw6rLVR6hRCVF3363dxaGgob775Jn/++SetW7emQ4cOeHt7Y21tTVJSEhcuXODgwYNYWFgwffp0nnvuOVQqlVljlrZcCCGMY8TSgxwOv83bA5oxoXt9c4djduX5Lg4MDKRjx4588cUXAGi1WurWrctLL73EtGnTipQfMWIEGRkZ/PHHH4ZjnTt3pk2bNixZsqTYexw9epROnToRERFBvXr1ii1j6va8zD3ePj4+jB49mmXLlhEaGkpoaChBQUGsW7eO5557rqzViSpEqVDQpb4rfQI8Sp10g3718c71XQDjDje3trizqnm+rGouhKi6mjRpwi+//MLly5cZPnw4UVFR/Pzzzyxfvpzdu3fj4+PD8uXLuX79Ov/73//MnnSDtOVCiJrtky2XePfXc1yJq/ge3P1a6Iebb66E1c3vJ2lpaaSmphpeOTk5xZbLzc3l+PHjhbboUiqVBAUFcfDgwWKvOXjwYJEtvYKDg0ssD5CSkoJCocDZ2bnEMqZuz8u8mkBmZib79+9n9+7d7N69m5MnT9K0aVMmTpzIgw8+WNbqRBXSub4rnZ91Lddw8R6Na7MrNJ69YfE819M4i0v8s52Y7OMthKj66tWrx6uvvsqrr75q7lDuSdpyIURN9uupW0QlZzHQCIsC923hxczfL3A8IomYlGw8ne69OHFFRCZlEhaXTpf6robfylVRQEBAoffvvvsuM2fOLFIuISEBjUaDh4dHoeMeHh5cunSp2LpjYmKKLR8TU/zDj+zsbN544w1GjRqFo+O9R+aaqj0vc+Lt7OxMrVq1GD16NNOmTaN79+7UqlXLqEEJ81IoSt/bXaDnnQXWjoYnkZmbj61V+VaI/De1hX5AhiTeQghhXNKWCyFqqtx8LdEpWQDUM8JcaU8na9rVc+bEjWS2no9hbFe/Ctd5N4O/+JvEjFx+n9iNlnWcTHqvirhw4QI+Pj6G92q12ixx5OXlMXz4cHQ6HV999ZVZYihQ5qHm/fv3R6PRsGbNGtasWcP69eu5fPmyKWITlehqfDqJ6cUPASkNfzc76tSyIVej5ZCR9hcseIqXI0PNhRDCqKQtF0LUVFHJWWh1YG2ppLaDcZLB/i29ANhcCaubFywIF2aEYfKm5ODggKOjo+FVUuLt5uaGSqUiNja20PHY2Fg8PT2LvcbT07NU5QuS7oiICEJCQkrV221KZU68N23aREJCAlu2bKFLly5s27aN7t27G+aLifvTe79foP3s7fx8PLJc1ysUin9tK5ZglJisLfV/njnS4y2EEEYlbbkQoqa6cWcP73outuUa5Vmc4Ob6hO9I+O0KdWSVRiOPgsS7euz6Y2VlRfv27dmxY4fhmFarZceOHXTp0qXYa7p06VKoPEBISEih8gVJd1hYGNu3b8fV1dU0H6AMypx4F2jZsiUPPPAAXbp0oWPHjsTFxbF27VpjxiYqSZ5Gy7Hr+v0Am3uX/0lQwbZie4y0wJq6YHG1POnxFkIIU5C2XAhR0/w78TaWui62tPBxRKuDbRdi731BBTT2cAAgLLZ6JN4AU6ZMYfny5axatYqLFy/ywgsvkJGRwfjx4wEYM2YM06dPN5SfNGkSW7ZsYe7cuVy6dImZM2dy7NgxJk6cCOiT7v/7v//j2LFj/Pjjj2g0GmJiYoiJiSE3N9csnxHKkXjPmzePQYMG4erqSmBgID/99BONGzfml19+IT7eeCtai8pzJjKZzFwNtWwtaXLnP+by6NrQFQulgvCEDG7ervhehn5utkx5uDFPdfOrcF1CCGFuBfuLVgWV3ZanpaUxefJkfH19sbGxoWvXrhw9etRwPj09nYkTJ1KnTh1sbGwICAgocUsYIYSoiJuGxNvOqPX2a1Ew3Ny0q5sXDDU3xorsVcWIESP47LPPmDFjBm3atOHUqVNs2bLFsIDajRs3Cu2t3bVrV1avXs2yZcto3bo1P//8M5s2baJFixaAfsvM3377jcjISNq0aYOXl5fhdeDAgQrHW972vMyJd0Hj/N1335GQkMCxY8cMDbgszHJ/OnRN39sd6O+KsgzbiP2Xo7Ul7erp/waM0etdp5YtLz/UiBEdi99rTwghABYvXoyfnx/W1tYEBgZy5MiREss++OCDKBSKIq8BAwYYyowbN67I+b59+5YrtrS0NJYtW0anTp1o3bp1ueowhcpuyydMmEBISAjff/89Z8+epU+fPgQFBREVFQXoezu2bNnCDz/8wMWLF5k8eTITJ07kt99+M3osQoiaLTY1G4B6LjZGrbfvnW3FDlxJICUzz6h1/1sjd30nWcTtzGq1APHEiROJiIggJyeHw4cPExgYaDi3e/duVq5cWaj8sGHDCA0NJScnh3PnztG/f3/DOT8/P3Q6XbGv8u7cYYz2vMxLT//7CbWoHg5e1S+GVrAXd0X0aOzGkeu32XM5nic6+1a4PiGEuJu1a9cyZcoUlixZQmBgIAsWLCA4OJjQ0FDc3d2LlN+wYUOhYWaJiYm0bt2aYcOGFSrXt29fvv32W8P7sq7GunfvXr755ht++eUXvL29efTRR1m8eHEZP53pVGZbnpWVxS+//MKvv/5Kjx49AJg5cya///47X331FbNnz+bAgQOMHTvW8IPo2WefZenSpRw5coRBgwZVWqxCiOpvwYg2vDeoeYU6m4rToLY9jT3suRybzvaLsTzWvo5R6y/gZm+Fs60lyZl5XI1Pp7l31V3ZvDowZnte7jneonpIz8nncLg+8e5+Z3G0iujZWP9D9+DVRPI0FZubnafRcjE6ldM3kysclxCiepo3bx7PPPMM48ePNwxPtrW1ZcWKFcWWd3FxwdPT0/AKCQnB1ta2SOKtVqsLlStNL3BMTAwfffQRjRo1YtiwYTg6OpKTk8OmTZv46KOP6Nixo1E+8/0mPz8fjUaDtXXhvW1tbGzYv38/oB82+NtvvxEVFYVOp2PXrl1cvnyZPn36lFhvTk4OqamphldaWvUZdimEMB2FQoGzrRWO1pZGr/uf4eamW91coVDwap8mzBveGi8n4/baCz1TteeSeNdw+y7Hk6fR4etqS323is91ae7tiKudFek5+ZyISKpQXUmZufT7fB9DvvwbnU5X4diEENVLbm4ux48fJygoyHBMqVQSFBTEwYMHS1XHN998w8iRI7GzK/z9t3v3btzd3WnSpAkvvPACiYl33yZx4MCBNGnShDNnzrBgwQJu3brFokWLyv6hqiEHBwe6dOnCrFmzuHXrFhqNhh9++IGDBw8a5uwtWrSIgIAA6tSpg5WVFX379mXx4sWGHvLizJkzBycnJ8MrICCgsj6SEEIUq2Bbsb1hCaRlm264+ZOdfXm0XR1c7KxMdo+aypTteZVPvKOionjiiSdwdXXFxsaGli1bcuzYMcN5nU7HjBkz8PLywsbGhqCgIMLCwswY8f2lawM35g5rzcu9GxllSwWlUkG3Rm5Axed5F+zjrdNBbgV7z4UQ94+0tLRCPZk5OcVvzZKQkIBGozEsvlLAw8ODmJh7L25z5MgRzp07x4QJEwod79u3L9999x07duzg448/Zs+ePfTr1w+NpuS5dJs3b+bpp5/mvffeY8CAAahUqlJ80prj+++/R6fT4ePjg1qtZuHChYwaNQqlUv8zZNGiRRw6dIjffvuN48ePM3fuXF588UW2b99eYp3Tp08nJSXF8Lpw4UJlfRwhxH3qYnQqT608yoLtl01Sf2MPe+q72ZGbr2XnpTiT3EOYlinb8yqdeCclJfHAAw9gaWnJ5s2buXDhAnPnzi005O+TTz5h4cKFLFmyhMOHD2NnZ0dwcDDZ2dlmjPz+4WRryWPt6xh1Hkq3hvrE+9C1u/cQ3Yva4p8/T9lSTIiaIyAgoFBP5pw5c0xyn2+++YaWLVvSqVOnQsdHjhzJoEGDaNmyJUOGDOGPP/7g6NGj7N69u8S69u/fT1paGu3btycwMJAvvviChIQEk8R9P2rQoAF79uwhPT2dmzdvcuTIEfLy8qhfvz5ZWVm8+eabzJs3j4EDB9KqVSsmTpxoWOW2JGq1GkdHR8PLwaH8u3IIIWqGy7Fp7LwUx4ErFfuNWhKFQkG/lvpF1raYcHXz7DwNB64k8PPxSJPdo6YyZXtersQ7Pz+f7du3s3TpUsOcqlu3bpGebtz95D7++GPq1q3Lt99+S6dOnfD396dPnz40aNAA0Pd2L1iwgLfffpvBgwfTqlUrvvvuO27dusWmTZuMGosovc719RvUn4lMITM3v9z1WKmUFHTC5+RXn1UbhRB3d+HChUI9mf/eu/Pf3NzcUKlUxMYW3jM1NjYWT0/Pu94jIyODNWvW8PTTT98znvr16+Pm5saVK1dKLNO5c2eWL19OdHQ0zz33HGvWrMHb2xutVktISEiVnH9cWW35v9nZ2eHl5UVSUhJbt25l8ODB5OXlkZeXZ+j9LqBSqdBq5aGrEMJ4CrYSq2vEPbz/q2Ce967QuAr9Dr6blKw8Hv/6MK//fFp+IxuZKdvzMifeERERtGzZksGDB/Piiy8a9vv8+OOPee2118odSHF+++03OnTowLBhw3B3d6dt27YsX77ccD48PJyYmJhC8/ucnJwIDAy86/w+WZBF77uD11m65yq3krOMWm+dWjb4ONuQr9VxvALzvBUKBdYW+uEdOdLjLUSN4eDgUKgns6QVxa2srGjfvj07duwwHNNqtezYsYMuXbrc9R7r168nJyeHJ5544p7xREZGkpiYiJeX1z3L2tnZ8dRTT7F//37Onj3Lq6++ykcffYS7u3uVWp27MttygK1bt7JlyxbCw8MJCQmhV69eNG3alPHjx+Po6EjPnj2ZOnUqu3fvJjw8nJUrV/Ldd98xdOhQo8cihKi5IhL1ibevq+kS7+bejtR1sSE7T8vu0Ipvr1scdwc1jtYWaHUQnpBhknvUdKZoz8uceE+aNIkOHTqQlJSEjc0/K+kNHTq00I8fY7h27RpfffUVjRo1YuvWrbzwwgu8/PLLrFq1CsAwh6+s8/tkQRb9aIHl+64xZ/MlzkalGLVuhUJBoL9+a7LDd/YILy+1pf5PtDrtUyiEMJ4pU6awfPlyVq1axcWLF3nhhRfIyMhg/PjxAIwZM6bYHvNvvvmGIUOG4OrqWuh4eno6U6dO5dChQ1y/fp0dO3YwePBgGjZsSHBwcJlia9KkCZ988gmRkZH89NNP5f+QJlCZbTlASkoKL774Ik2bNmXMmDF069aNrVu3YmmpX1V4zZo1dOzYkdGjRxMQEMBHH33EBx98wPPPP2/0WIQQNdf1RH2SasrEW6FQ0P9Or/efZ0yzurlCoaCRh356TVis6UYpCT1jtedl3sd73759HDhwACurwqvo+fn5ERUVVe5AiqPVaunQoQMffvghAG3btuXcuXMsWbKEsWPHlrve6dOnM2XKFMP7qKioGpd8X4pJ4+btLNQWSrrfWQzNmALru7DhZJRhq7Ly0vd455GTLz3eQoiiRowYQXx8PDNmzCAmJoY2bdqwZcsWwwPZGzduFBnCHBoayv79+9m2bVuR+lQqFWfOnGHVqlUkJyfj7e1Nnz59mDVrVpn38v53nUOGDGHIkCHlut4UKrMtBxg+fDjDhw8v8bynp2ehfdOFEMIUrsTpk9QGte1Nep9HWnmzdO81dlyKJSMnHzt1mVOue2rkbs/xiCTCYmvmyF1zqGh7Xua/Aq1WW+zKrpGRkUZf2MTLy6tIQtysWTN++eUXAMMcvtjY2EJDAGNjY2nTpk2J9arV6kI/oFJTU40Y9f0h5IJ+TmT3Rm7YWhn/yyDQX9+LdPpmClm5Gmysyrci4LgH/MjK1eBqL9slCCGKN3HiRCZOnFjsueIWRGvSpEmJWxTa2NiwdevWMscQHR3NF198wQcffABAt27dyMzMNJy3sLBg48aN+Pj4lLluU6jMtlwIIaqC2xm5JGXmoVCYPvFu4eOIn6st1xMz2XkpjoGtvY1+j4bu+s8QFic93sZkyva8zEPN+/Tpw4IFCwzvFQoF6enpvPvuu/Tv37/MAdzNAw88QGhoaKFjly9fxtfXFwB/f388PT0LDYtLTU3l8OHD95zfV9NtPa8fiv9wgMc9SpaPr6stHo5qcjVaTt4o/zzv53s24JWHG+PlZHPvwkIIYSZffvklSUn/fNedPn2a7t27M3jwYAYPHoxSqWT+/PlmjLCwymzLhRCiKohOycLR2gIfZ5tydwiVln51c32noKlWNzcMNZfE26hM2Z6Xuatz7ty5BAcHExAQQHZ2No8//jhhYWG4ubkZfQ7bK6+8QteuXfnwww8ZPnw4R44cYdmyZSxbtgzQ/1FPnjyZ2bNn06hRI/z9/XnnnXfw9vauUkP6qpqIxAzO30pFpVTwcMDdV/4tL4VCQef6rvx66haHwm/TtaHxh7MLIURV8ccff7Bw4cJCxyZNmkT9+vUB/SqpU6ZMuev2WJWpMttyIYSoCpp7O3H63T6kZptmpfH/6t/Ci692X2XnpbgKjf4sSWMPfY/39YQMcvO1WFlU6V2i7xumbM/LnHjXqVOH06dPs2bNGs6cOUN6ejpPP/00o0ePLrRAizF07NiRjRs3Mn36dN5//338/f1ZsGABo0ePNpR5/fXXycjI4NlnnyU5OZlu3bqxZcsWrK2tjRpLdbL5zpO3LvVdcbEz3RDuQH994n24Avt5x6Zmk5KVh4eDNU62lkaMTgghjOf69ev4+/sb3j/88MPY2dkZ3jdp0oTw8HBzhFasymzLhRCiqlAoFDjZVM7vyRY+jtSpZUNkUhZ7LsfRt8W9d8YoC09Haz55rBUN3O1RKoxadY1myva8zIl3dnY21tbWpdqCxRgeeeQRHnnkkRLPKxQK3n//fd5///1Kiac6SMvOw9pSSb+WpuntLhBYX7+y+cmbyWTnabC2LPuTvqk/n2Hv5XjmDmvNY+3rGDtEIYQwiry8POLj46lTR/89tWHDhkLnk5KSiizyZk6V3ZYLIURNo1Ao6N/Si2V7r/HX2RijJ94KhYLhHesatU5h2va8zFe5u7szduxYQkJC0Gplpen70dTgppx452GGtjXtIj/13exws1eTm6/l9M3kctWhvjNsJjtfthMTQlRdTZo04cCBAyWe37dvH40bN67EiO5O2nIhRE0zctlBJqw6RlRyVqXds18LfSfXjouxsjXufcKU7XmZE+9Vq1aRmZnJ4MGD8fHxYfLkyRw7dqxcNxfmY2tlYZLVzP9NoVAYer0PlXM/74Je8pw8+WEohKi6Ro4cyYwZMzhz5kyRc6dPn+b9999n1KhRZoiseNKWCyFqkoycfA5du832i7HYmXhhtX9rU9cZbydrMnI17AtLMHr9t5KzWH34BuuP3TR63TWVKdvzMifeQ4cOZf369cTGxvLhhx9y4cIFOnfuTOPGjWW4932gMp/yAXSur99WrLz7eVtLj7cQ4j4wefJkWrRoQfv27enfvz+vvPIKr7zyCv3796dDhw4EBAQwefJkc4dpIG25EKImuRqvX/nbzd4KZ9vK26JWoVAYhphvPhtt9PpDY9J4c+NZvt5XddYQud+Zsj0v94QzBwcHxo8fz7Zt2zhz5gx2dna899575a1OVILolCwe+Ggn/T7fV2nDXTr763u8T9xIIje/7L3Wass7ibf0eAshqjBLS0tCQkKYNWsWt27dYunSpSxdupSoqChmzZpFSEgIlpZVb4FIacuFEDVBQeJt6v27i1OwplLIxdhy/Ra+m4K9vK8lpJOnkd/KxmDK9rzciXd2djbr1q1jyJAhtGvXjtu3bzN16tTyVicqQcE+gvZqVbkWOiuPhu72uNpZkZ2n5Uxkcpmvt7a4M9RceryFEFXY3r17USqVTJs2jVOnTpGZmUlmZianT59m2rRpqNVqc4dYLGnLhRA1wdW4DAAauFd+4t2+Xi3cHdSkZefz91XjDjf3cbbBxlJFnkZHRGKmUeuuqUzZnpc58d66dStjx47Fw8ODF154AQ8PD7Zt20ZERAQfffRRuQMRprf5rD7x7mfkVRXvRqFQ0OlOr/fh8LLP85Y53kKI+0GvXr24fbt8a1mYg7TlQoiaxJw93kqlgr53Flkz9nBzpVJBozv7eYfFphm17prKlO15ueZ4Z2Vl8d133xETE8PSpUvp0aOHKWITRhSXms3RCP0fUcF//JWlYJ73oXLs593BrxbPdPenSwNXY4clhBBGo9PpzB1CmUhbLoSoSa7EFSTedvcoaRoFnV7bLsQafUh4Yw8HAC7FSOJtDKZsz8u8rHVsbCwODg6miEWY0G+nb6HT3Vld0dmmUu9dsLL58Ygk8jRaLFWlf97zYBN3HmzibqrQhBDCaBQKhblDKDVpy4UQNYVOp8PB2gIbS5VhTnRl6+TvgqudFYkZuRy6lkj3RrWNVneAlyMAF6JTjVZnTWeq9rxUiXdqaiqOjvr/U3U6HampJf8fW1BOVB35Gi3f/n0dgGEd6lT6/Ru7O+Bsa0lyZh5no1JoV69WpccghBCmNm7cuHvO/dqwYUMlRVOUtOVCiJpIoVCw4X8PoNXqMNfzUZVSQXALT1YfvsFfZ2OMm3h730m8b0nibSymas9LlXjXqlWL6Oho3N3dcXZ2LvYpgE6nQ6FQoNHIIlhVzf4rCUQlZ1HL1pLH2lV+4q1UKujk58K2C7Ecvna7TIl3dp6GxIxcVAoFnk7WJoxSCCEqxsHBARubyh1RVBbSlgshajKl0ryjkvq38GL14RtsOx/D7CEtUBkpnlZ1nPhxQiDNvOSBqbGYqj0vVeK9c+dOXFz0w4V37dpl9CCEafVoVJtvxnYgLi2n0lYz/6/A+q5suxDLoWuJvPBgg1Jft/V8DJPWnKJrA1dWP9PZhBEKIUTFLFy4EHf3qjs1RtpyIYQwn8D6LtSytSQxI5cj4beNtn6RrZUFDzR0M0pdQs9U7XmpEu+ePXsa/tnf35+6desWeVKu0+m4efOmcaMTRqFUKniomYdZY+h8Z573seu3yddosSjlPG/1ne3EKmvfcSGEKI/7YX63tOVCiJrorY1nOXr9NpMeasyAVpW3s89/WaqUPBzgwbpjkWw+Fy0LB1dRpmzPy7yqub+/P/Hx8UWO3759G39/f6MEJaqfpp6OOFpbkJGr4XwZ5qBYW+r/RLNlOzEhRBV2v61qLm25EKKmuBidyuXYdLRV4Hu6X0t94r/5XAwarfHiiUjMYM7mi3y0+ZLR6qypTNmelznxLpj/9V/p6elYW8sc3KpEq9UxYulBPt5yiZTMPLPGolL+s5/30eul3xuvoMc7J196vIUQVdeuXbsMw7jvB9KWCyFqAp1OZ9hKzFwrmv/bAw3ccLa1JD4th52X4oxWb1JmHkv3XGP14QijJvQ1kSnb81JvJzZlyhRA3/3+zjvvYGtrazin0Wg4fPgwbdq0MXqAovyOXL/N4fDbXLiVysu9G5k7HNr7urD9YhzHI5KY0L1010iPtxDiftCzZ0+0Wi0rVqxgw4YNXL9+HYVCgb+/P//3f//Hk08+WSWGo0tbLoSoSeLTc0jNzkepAH838+zh/W9WFkpGdKzL0j3XWHXgOg8HGGcqaAtvR+zVFqRm53MxOpUWPk5GqbcmMmV7XurE++TJk4D+ydHZs2exsrIynLOysqJ169a89tpr5QpCmMbPxyMBeKS1FzZW5llU7d/a++pXMz8WkVRib8t/FSwGl5MvibcQourS6XQMGjSIv/76i9atW9OyZUt0Oh0XL15k3LhxbNiwgU2bNpk7TGnLhRA1SkFvd10XW7MtMPxfT3b2Zfnea+y/ksCVuDQaujtUuE4LlZJO/i7svBTHwauJknhXgCnb81In3gUroI4fP57PP/9c9vis4jJy8vnrbDQA/9e+8rcQK06rOk5YqhTEp+UQmZRFXRfbe16jttD3eOfI4mpCiCps5cqV7N27lx07dtCrV69C53bu3MmQIUP47rvvGDNmjJki1JO2XAhRk1yNzwCgQW3zDzMvUKeWLUHNPNh2IZZVByKYNaSFUertXF+feO+7ksAzPeobpc6ayJTteZnneH/77bfSUN8H/jobTWauBn83uzLtm21K1pYqmnvrn8AdiyjdPO9atlaM6lSPkZ3qmjI0IcR9bPHixfj5+WFtbU1gYCBHjhwpsezKlStRKBSFXv+d06zT6ZgxYwZeXl7Y2NgQFBREWFjYXWP46aefePPNN4s00gC9e/dm2rRp/Pjjj+X7gCYgbbkQoia4WoXmd//buK5+APxyIpLUbOOswxR0ZwejfWHx3LydaZQ6ayJTtuel7vH+t2PHjrFu3Tpu3LhBbm5uoXMbNmwoVyDCeHQ6HT8cigD0vd1VYV5hgQ6+tTh1M5njEUkMbXvvnvhadlbMebRlJUQmhLgfrV27lilTprBkyRICAwNZsGABwcHBhIaGlrgHp6OjI6GhoYb3//2O/OSTT1i4cCGrVq3C39+fd955h+DgYC5cuFDiwmNnzpzhk08+KTHOfv36sXDhwnJ8QtORtlwIUd252VvR1NOBZl4VH85tTF0auNLYw57Lsen8fCySp7pVfDeJ+rXt6dbQjf1XEli0M4xP/q+1ESKteUzZnpe5x3vNmjV07dqVixcvsnHjRvLy8jh//jw7d+7EyUnmE1QFxyKSOB2ZgpVKv4BDVWKY5309ycyRCCGqg3nz5vHMM88wfvx4AgICWLJkCba2tqxYsaLEaxQKBZ6enoaXh8c/i9vodDoWLFjA22+/zeDBg2nVqhXfffcdt27duuucrtu3bxeq5788PDxISqo633vSlgshaoKJvRuxZXKPUnX2VCaFQsGYLn4AfHfwOlojrUT+ap/GWCgV9AnwNEp9NZEp2/MyJ94ffvgh8+fP5/fff8fKyorPP/+cS5cuMXz4cOrVq1euIIRxOdtYMqaLL+O7+eFmrzZ3OIUUJN6hsWmklXJoTXJmLjEp2bI9ghA1RFpaGqmpqYZXTk5OseVyc3M5fvw4QUFBhmNKpZKgoCAOHjxYYv3p6en4+vpSt25dBg8ezPnz5w3nwsPDiYmJKVSnk5MTgYGBd61To9FgYVHyIDKVSkV+fn6J5yubtOVCCGFeQ9v64GBtwfXETPaExRulzrb1arF5UneCjLRaek1kyva8zEPNr169yoABAwD9CqgZGRkoFApeeeUVevfuzXvvvVeuQITxNPJw4P3BxlmowdjcHa2p62LDzdtZnLyRTI/Gte95TccPtpOn0XFwem+8nGwqIUohhDkFBAQUev/uu+8yc+bMIuUSEhLQaDRFnkx7eHhw6dKlYutu0qQJK1asoFWrVqSkpPDZZ5/RtWtXzp8/T506dYiJiTHU8d86C84VR6fTMW7cONTq4h92lvTwwFykLRdCVHfZeRoslAosVGXuZ6wUdmoLhneoyzf7w1l14Dq9mhQ/PaqsGnnoh9Vn5uaz+WwM+VotIzrKA9XSMmV7XubEu1atWqSlpQHg4+PDuXPnaNmyJcnJyWRmykR+cW8dfF24eTuK4xFJpUq8rS1U5GnyZS9vIWqICxcu4OPjY3hfUuNXHl26dKFLly6G9127dqVZs2YsXbqUWbNmlbvesWPH3rOMuVc0/zdpy4UQ1d3Gk1G89/t5Rnasx8xBzc0dTrGe7OzLir/D2R0aT3hChlH3Gt97OYFX15/Gx9lGEu8yMGV7XubEu0ePHoSEhNCyZUuGDRvGpEmT2LlzJyEhITz00EPlCkIYz09HblDfzY6Ofi4olVVnUbV/a+dbi40n9Yl3aagtlaTl6J9cCiGqPwcHh1KtuO3m5oZKpSI2NrbQ8djYWDw9Sze/zdLSkrZt23LlyhUAw3WxsbF4eXkVqrNNmzYl1vPtt9+W6n5VhbTlQojq7lxUCtl5WtSWVbPHG8DPzY4HG9dmV2g83x28zrsDjfeAoHsjN1RKBVHJWUQlZ+HjLKNGS8OU7XmZ/xK/+OILRo4cCcBbb73FlClTiI2N5bHHHuObb74xeoCi9NKy85j523lGLDvExZhUc4dTog535nmfvJFUqnnbagsVADn50uMthPiHlZUV7du3Z8eOHYZjWq2WHTt2FOrVvhuNRsPZs2cNSba/vz+enp6F6kxNTeXw4cOlrvN+IG25EKK6O39L/1u4YCvbqmrsna3F1h+LJD3HeGuB2KktaO6tf4h98kbVWdyzJitzj7eLi4vhn5VKJdOmTTNqQKL8tl+MJSdfS/3adgR4Vd39WRt7OOCgtiAtJ59LMan3/EK0vvOkUnq8hRD/NWXKFMaOHUuHDh3o1KkTCxYsICMjg/HjxwP64WA+Pj7MmTMHgPfff5/OnTvTsGFDkpOT+fTTT4mIiGDChAmAfqXZyZMnM3v2bBo1amTYTszb25shQ4aY62ManbTlQojqLF+j5WJ0QeJddX8TA/RoVJv6bnZcS8hgzZEbTOhe32h1N/Fw4ExkClfjMoxWpyi/UiXeqaml7z0tzfBAYRq/n44GYGAr7yq1d/d/qZQK2tRzZl9YAiciku6ZeBf0eEviLYT4rxEjRhAfH8+MGTOIiYmhTZs2bNmyxbA42o0bN1Aq/xnclZSUxDPPPENMTAy1atWiffv2HDhwoNCCbq+//joZGRk8++yzJCcn061bN7Zs2VLiHt73C2nLhRA1xYkbyeTka3GyscTP1Xjzpk1BqVTwbI/6TNtwluX7rvFkF1/Db9+KauBuD8CV+HSj1CcqplSJt7Oz8z0TOZ1Oh0KhQKOR5MgckjNz2XtZvxXBwNZe9yhtfu19a7EvLIFjEUk8eWcfw5IU9HjLUHMhRHEmTpzIxIkTiz23e/fuQu/nz5/P/Pnz71qfQqHg/fff5/333zdWiFWCtOVCiJoi5IJ+F4reTd1RVdE1j/5taDsf5m+/TGxqDhtORDGqk3EWQ6t/Z7G2iETp8a4KSpV479q1y9RxiArafC6GfK2Opp4ONHR3MHc499TBVz/MsTQLrD3UzING7g54Od3fvU1CCGFO0pYLIWoCrVbHH2f0o0CDm98f+1mrLVQ8070+s/+8yJI9VxnWvo5RtkHzqaVfUO1WclaF6zK1xYsX8+mnnxITE0Pr1q1ZtGgRnTp1KrH8+vXreeedd7h+/TqNGjXi448/pn///obzGzZsYMmSJRw/fpzbt29z8uTJuy6SWhlKlXj37NnT1HGIClp79CYAg9p4mzmS0mlTzxmlAiKTsohNzcbDseSk+sVeDSsxMiGEqJ6kLRdCVFexqdnEp+XQwscJpVLBB0Nb8MGfF3mo2f2ReAOM6lSPxbuuEJGYyW+nb/FouzoVrrNBbXvWPNu5yq9ovnbtWqZMmcKSJUsIDAxkwYIFBAcHExoairt70f3NDxw4wKhRo5gzZw6PPPIIq1evZsiQIZw4cYIWLVoAkJGRQbdu3Rg+fDjPPPNMZX+kYpXrUcq+fft44okn6Nq1K1FRUQB8//337N+/36jBidJJycwjOTMXS5WCYe3rmjucUrFXW9DUUz+HsLTbigkhhDAeacuFENXFe7+fZ9TyQ5y6mQxA76Ye/DWpO5ZG6DWuLHZqC8PCap/vCCNPU/EpltaWKjrXd6Wui22F6zKlefPm8cwzzzB+/HgCAgJYsmQJtra2rFixotjyn3/+OX379mXq1Kk0a9aMWbNm0a5dO7744gtDmSeffJIZM2YQFBRUWR/jnsr81/jLL78QHByMjY0NJ06cICcnB4CUlBQ+/PBDowco7s3J1pKdrz7IbxO7UdtBbe5wSq39nW3Fjl2/e+Kdp9GSlp1HVq7MORRCCGOQtlwIUV1ciknlr7MxpOfko7b4J7Ux1gJllWlcVz/c7NVEJGYaRrPer9LS0khNTTW8CtqZ/8rNzeX48eOFEmSlUklQUBAHDx4s9pqDBw8WSaiDg4NLLF9VlDnxnj17NkuWLGH58uVYWloajj/wwAOcOHHCqMGJ0lMqFTSrwluIFaeDnz7xPn6PvQVn/HqOljO38fW+a5URlhBCVHvSlgshqot1RyMB6Nvc8777LfxfdmoLXn5IP8Xy8x1hRul02h0axydbLnHgakKF6yqLgIAAnJycDK+CbT3/KyEhAY1GY9iNpICHhwcxMTHFXhMTE1Om8lVFmRPv0NBQevToUeS4k5MTycnJxohJlMGOi7Fk5uabO4xyaVdPn3ifj0q56xeLYTuxfOnxFkIIY5C2XAhRHeh0Orae1ydbQ9v6mDka4xjZsR51XWyIT8vh2wPhFa5v+8VYvtx9lYNXE40QXelduHCBlJQUw2v69OmVev+qqMyJt6enJ1euXClyfP/+/dSvb7wN38W9hcak8cx3x+j92R6SMnLNHU6Z1allg4ejmnytjjORySWWU9/ZTiw7T7YTE0IIY5C2XAhRHZyNSiEqOQsbSxU9Gtc2dzhGYWWh5NWHmwCwZPdVUjLzKlSfj7N+fndUUuWubO7g4ICjo6PhpVYXPx3Wzc0NlUpFbGxsoeOxsbF4enoWe42np2eZylcVZU68n3nmGSZNmsThw4dRKBTcunWLH3/8kddee40XXnjBFDGKEnzw10W0OmhT15ladlbmDqfMFArFP/O877LAmo2lvsc7K096vIUQwhikLRdCVAfbzuuTrweb1Mba8v6b012SQa29aerpQGp2Pl/uKfqQtCy8nfU7B0VW0S3FrKysaN++PTt27DAc02q17Nixgy5duhR7TZcuXQqVBwgJCSmxfFVRqu3E/m3atGlotVoeeughMjMz6dGjB2q1mtdee42XXnrJFDGKYuwKjWPv5XgsVQqm929q7nDKrb2vC3+djbnryub2av2faXr2/TmkXgghqhppy4UQ1cHesHgAejctuuXU/UypVPB63yY8tfIY3/59ncc71cPX1a5cddW5s5d3Zfd4l8WUKVMYO3YsHTp0oFOnTixYsICMjAzGjx8PwJgxY/Dx8THME580aRI9e/Zk7ty5DBgwgDVr1nDs2DGWLVtmqPP27dvcuHGDW7duAfopVqDvLTdXz3iZE2+FQsFbb73F1KlTuXLlCunp6QQEBGBvb09WVhY2NlV7n7jqQKvV8eGfFwH96ofl/Q+xKujk5wLA0eu30Wh1qJSKImUcbfQL/6RmV2yojRBCCD1py4UQ1cG84a3ZezmBnk2qxzDzf+vVxJ3ujdzYF5bArD8u8PXYjuWqp2CoeUxqdom/tc1txIgRxMfHM2PGDGJiYmjTpg1btmwxLKB248YNlMp/Bmp37dqV1atX8/bbb/Pmm2/SqFEjNm3aZNjDG+C3334zJO4AI0eOBODdd99l5syZlfPB/qPcm9tZWVkREBBAp06dsLS0ZN68efj7+xszNlGCPWHxhMWl42BtwcTejcwdToUEeDviYG1BWnY+52+lFFvG0Vr/fChNeryFEMKoKqstT0tLY/Lkyfj6+mJjY0PXrl05evSo4bxCoSj29emnnxo9FiFE9dHQ3YGnuvnj7mBt7lCMTqFQ8O7A5lgoFWy/GMeu0Lhy1VPbQY2FUoFGqyM2NdvIURrPxIkTiYiIICcnh8OHDxMYGGg4t3v3blauXFmo/LBhwwgNDSUnJ4dz587Rv3//QufHjRuHTqcr8jJX0g1lSLxzcnKYPn06HTp0oGvXrmzatAmAb7/9Fn9/f+bPn88rr7xiqjjFv3z793UARnSoi5ON5d0LV3EqpYJAf32vd0mrLdZ1sWVASy+6NXSrzNCEEKLaMVdbPmHCBEJCQvj+++85e/Ysffr0ISgoiKioKACio6MLvVasWIFCoeCxxx4zeixCCHG/aOhuz/gH/AD44M+L5GnKvtCwSqnA684876gqOs+7pij1UPMZM2awdOlSgoKCOHDgAMOGDWP8+PEcOnSIefPmMWzYMFSq6rOoQVWVp9FiY6nEQqlgTBc/c4djFJ3ru7L9YhwHryXyXM8GRc4393Zi8eh2ZohMCCGqF3O05VlZWfzyyy/8+uuvhi3MZs6cye+//85XX33F7Nmzi8y3+/XXX+nVq5essC6EKNGK/eFYWSjp09yjWvZ4F5jYuxG/nIjiSlw6y/dd438PNixzHV+Nbo+zrSVeTjKNyJxKnXivX7+e7777jkGDBnHu3DlatWpFfn4+p0+fRqGoenMFqitLlZKlT3YgIT0HN/vil+W/33Rp4ArA0fDb5Gm0WKrKPQNCCCHEXZijLc/Pz0ej0WBtXfiHsY2NDfv37y9SPjY2lj///JNVq1bdtd6cnBxycnIM79PS0owTsBCiytPpdHyx6wq3M3Jp6eNUrRNvJxtL3uzfjNfWn2bB9jCCm3vSoLZ9mepo4eNkouhEWZQ6w4mMjKR9+/YAtGjRArVazSuvvCJJt5lUl6QboJmnI862lmTkajgbVfw8b61WR2p2HjqdrpKjE0KI6sMcbbmDgwNdunRh1qxZ3Lp1C41Gww8//MDBgweJjo4uUn7VqlU4ODjw6KOP3rXeOXPm4OTkZHgFBASY6iMIIaqYmNRsbmfkolIqaOLpYO5wTO6xdj70bFyb3Hwtb/x8Bo1Wfg/fj0qdeGs0Gqys/tkr2sLCAnv7sj1tEeWn1er4bGso1xMyzB2K0SnvMc87X6Ol4Vt/0WrmNpIzZWVzIYQoL3O15d9//z06nQ4fHx/UajULFy5k1KhRhVapLbBixQpGjx5dpIf8v6ZPn05KSorhdeHCBVOFL4SoYs5FpQLQyN2+Wu3fXRKFQsGHj7bEzkrFsYgk5oWElun6m7cz+XTrJeZuK9t1wrhKPdRcp9Mxbtw41Gp9T2t2djbPP/88dnaFt7LasGGDcSMUAGy7EMMXu67ww+EIDk1/qNp9yXSp78rW87EcupbIi70Kz12xUClRW6jIytOQlp1PLTurEmoRQghxN+Zqyxs0aMCePXvIyMggNTUVLy8vRowYUWQO9759+wgNDWXt2rX3rFOtVhs+B0BqaqpRYxZCVF1nI5OBmjWE2sfZhg8fbcmkNadYvOsq7X1r0bupR6muTcnKY/Guq7jaWfFqnyYmjlSUpNQ93mPHjsXd3d0wpOuJJ57A29u70DAvJyfT/vF/9NFHKBQKJk+ebDiWnZ3Niy++iKurK/b29jz22GPExsaaNI7KptXqmB8SBsCYzr7VLukG6NJAv2L5setJ5OYXXbHR0Ub/jEj28hZCiPIzd1tuZ2eHl5cXSUlJbN26lcGDBxc6/80339C+fXtat25tshiEEPe/kzeTAWhT19mscVS2wW18GNfVD4DXfz5DXFrptgfzddXv5Z2YkUt6jmzPay6l7vH+9ttvTRnHPR09epSlS5fSqlWrQsdfeeUV/vzzT9avX4+TkxMTJ07k0Ucf5e+//zZTpMb317loQmPTcLC24Olu1XOF18Ye9rjaWZGYkcvpyGQ6+rkUOu9gbUlsao4k3kIIUQHmasu3bt2KTqejSZMmXLlyhalTp9K0aVPGjx9vKJOamsr69euZO3euWWIUQtwftFodp24kA9C2nrNZYzGHaf2acvBqIqGxaTy98hhrnu2MnfruKZ2DtSUudlbczsglIjGD5t41Z6RAVXJfLB/9/+3dd3xTVf8H8E920pHuCd0tLaMUaLEUUUAqQx4EcQDyU1DUBwQX6k/lUcH1wKP+EAfCgyguFBfgYFPZFMoqtIyW7kG6mzRpmn1+f6S9bWgLpbSk4/t+vfJKc+/JzTn3pjn3e+8ZGo0Gs2fPxhdffAE3NzduuUqlwpdffomVK1firrvuQmxsLDZs2ICjR4/i2LFjdsxxxzFbGFbttd7tfmJUKFwcuve83a3h8XgYEWod3bylft5yaf0d7zq6SkcIId2NSqXCwoULERUVhUcffRSjRo3Crl27IBI11mmbNm0CYwyzZs2yY04JIV1dQZUWar0JMpEAkT49f2C1q0lFAvz3kVh4OIqRVqzCP787BZ3RfN33Bbpb73rnV2o7O4ukFd0i8F64cCEmT56MxMREm+WnTp2C0Wi0WR4VFYXAwEAkJyff6mx2ig1HcpFVpoGLTITHRgXbOzudakRY64G3m4O1X3e11nBL80QIIeTmPfTQQ8jOzoZer4dCocBnn33WrEn7U089Ba1W2+nd1ggh3VuwpyPOLh2PH58aAWEvnYI22NMRX84dDgexAIezKvDcpjPXHek83Ns6kOblUs2tyCJpQZf/tm7atAmnT5/G8uXLm60rKSmBWCyGq6urzXIfHx+UlJS0uk29Xo+amhru0VXn/jxXpMR72y8CAF4c3w9yac+8290gof6O96mC6mZX7rzl1gF0Smva1peFENJ7rF69GsHBwZBKpYiPj0dKSkqrab/44gvccccdcHNzg5ubGxITE5ulnzt3Lng8ns1j4sSJnV0MQgghbeQiE/W6/t1XGxLgii/nDIdYwMeu86V4bfM5WK4RfDe0Dsgs7ZpxT2/QpQPvwsJCPPfcc9i4ceN1pxW5Ed1l7s/oPi54flw/zI4PxCMjguydnU4X5uUIL2cJDCYLztT33WkwNMAN90T7IsyLprAjhDT66aefsHjxYixduhSnT59GTEwMJkyYgLKyshbT79+/H7NmzcK+ffuQnJyMgIAAjB8/HsXFxTbpJk6cCIVCwT1+/PHHW1EcQgghpM0SwjywauYQ8HnAzyeL8NIvZ2E0Nx+kGAD61c93nnuNqYkZY9cM3snN6dKB96lTp1BWVoZhw4ZBKBRCKBTiwIED+OSTTyAUCuHj4wODwQClUmnzvtLSUvj6+ra63e4y9yePx8NziRF4d9og8Hg8e2en0/F4PO6ud3KObXPzh4YH4PPZsZgS42+PrBFCuqiVK1fiySefxGOPPYYBAwZg7dq1cHBwwFdffdVi+o0bN+Lpp5/GkCFDEBUVhfXr18NisSApKckmnUQiga+vL/doOr4IIYQQ+6iuNeChtcn4z85LFCDWuyfaDx/PHAoBn4fNZ4qx4PvTMLUQfA8PdsOBl8fgz2dGtbqtn04UYtR//kZWGTVH7wxdOvAeN24c0tLSkJqayj3i4uIwe/Zs7m+RSGRzwpSRkYGCggIkJCS0ul2JRAK5XM49nJ271sAM54qU0BoaBxHrDUF3g4T6ft7HWujnTQjpHdRqtU13IL1e32I6g8GAU6dO2YzzwefzkZiY2OZxPrRaLYxGI9zdbWdS2L9/P7y9vREZGYkFCxagspJ+kwgh5FYzWxg+SbqM9YdyYDJbkJJXhZS8Kuw+XwI+v/ecH1/PlBh/rH80DhIhH3svlmLJljQwZnthwkEsRJCHIwRX7bem6SYO8oXJwvDG1vRbku/eps3TidmDs7MzBg0aZLPM0dERHh4e3PJ58+Zh8eLFcHd3h1wuxzPPPIOEhASMGDHCHlm+afmVtXjkyxR4OIrx7bzb0NfNwd5ZuqUa7nifKaxGncEMmbhxznKLhUFZZ4S7o9he2SOE3AJXd/9ZunQpli1b1ixdRUUFzGYzfHx8bJb7+Pjg0qVLbfqsV155Bf7+/jbB+8SJEzF9+nSEhIQgOzsbS5YswaRJk5CcnAyBQHCNrRFCCOlIlbV67Msow5kCJd7ddpFbfkeElx1z1TWNjfLGZw8Pwz+/O4mfTxbBUSLEv+7p3+IAdIwx8Hg8lKl1mPPVCXz7+G3wcpZAozehWmtAck4lTuVXITbIvYVPIu3Vpe94t8VHH32Ef/zjH7j//vtx5513wtfXF5s3b7Z3ttolq0yN+9ccharOCCepED7yjuvX3l0EeTigj6sMRjPDvozGPprlaj36vb4Dw9/be91RGwkh3duFCxdsugO99tprnfI5K1aswKZNm7BlyxabcURmzpyJe++9F9HR0Zg2bRr++usvnDhxAvv37++UfBBCCGmZt7MUnz08zGYZnwc8FBdgpxx1bXcP8MHy6dEAgA1H8jDt8yM4XVDNrS+r0WHxT6mY8tlhaPQmPP71CVxU1OD3VOs4J33dHHD/sL4AgNX7sm99AXq4bhd479+/H6tWreJeS6VSrF69GlVVVaitrcXmzZuv2b+7q2KM4c3fz6NCY8AAPzm+eDQOol44RQKPx8O0odZ+3D+fLOSWuzmIYGYMZgtDZW3LzU4JIT2Ds7OzTXcgiUTSYjpPT08IBAKUlpbaLL/eOB8A8OGHH2LFihXYvXs3Bg8efM20oaGh8PT0RFZW1o0VhBBCyE3r4yrDmtnDMDbSCy9PiMSWp2/HAH+5vbPVZc0YHohPZg2Fs1SI9OIaPLDmKF74KRUXFTVwkgqxPV2B9OIajPlgH9KLa+DhKMbdAxpbjs0fHQYeD/j7UhmNgN7Bel9k10UdulyBo9mVEAv4+O8jsb3ybneDB2OtVzEPZpZDoaoDAAgFfHg61U8ppqLAmxACiMVixMbG2ozz0TBQ2rXG+Xj//ffxzjvvYOfOnYiLi7vu5xQVFaGyshJ+fn4dkm9CCCHXxhjD9jQFCiq1YIxhUrQfNjx2GxaODUdML59GrC3ujfHH3y+OwfShfWBhwJYzxZj08SHMXHcM/bytY1tVaAyQiQT4au5wBHk4cu8N9nTExIHWi9f/PZBjl/z3VBR4dwEWC8N/dlr7I/7PiCAEuPeuft1XC/Z0xG0h7rAw4OcTRdzyADcZAKCgSmuvrBFCupjFixfjiy++wDfffIOLFy9iwYIFqK2txWOPPQYAePTRR22aqv/nP//BG2+8ga+++grBwcEoKSlBSUkJNBrrCK4ajQYvv/wyjh07hry8PCQlJWHq1KkIDw/HhAkT7FJGQgjpbQqqtHh642kkrjwAo5m6GLaHl7MEK2cMwZ+LRmH8AB8I+DycK1LhXLEKPB4gEwnw2cNDW7yQ8dSdoQCAranFKKik8+6OQoF3F7A9XYHzV2rgJBFi0V3h9s5OlzA7PhAAsP5QDio01jvcDVfj8qtan3+QENK7zJgxAx9++CHefPNNDBkyBKmpqdi5cyc34FpBQQEUCgWXfs2aNTAYDHjggQfg5+fHPT788EMAgEAgwLlz53DvvfeiX79+mDdvHmJjY3Ho0KFWm7wTQgjpWGeLVACA/v5yiIUUrtyM6L4uWPdoHFKWjMPLEyLh5yIFY0Cd0YzXt6Zj5Z5MqLRGm/cMDXRDYn9vzBgeAKmI9n9H6dKjmvcWo/t5YeoQf0R4O9GI3fWmDPbHuoM5OH+lBu/+dQEfzRiCwPqWAHTljRDS1KJFi7Bo0aIW1109IFpeXt41tyWTybBr164OyhkhhJDWZJdr8OQ3J+EgsTZ39nZu7GZ5rlAJAIjp62Kn3PU8Hk4SLBwbjifvCMVn+7LwbXIeFCodPkm6jF9PFmLpvQMxLsqbGwV93SNxNGVbB6PAuwtwloqwasYQ0GDdjfh8Ht66dyAe+m8ytqZegVQkwLAgNwBAXiXd8SaEEEII6c6+OJiDnArrOd1HezKxfHrjQJdni5QAgMF9Xe2Qs55NLORj8d398PSYMOw6X4KP9mQir1KLf353Cp5OEkwf1gcPxvZFhI+zvbPa41DgbUdnCqoxJMAVPB4PPB4PArqoZCMu2B3vTBuE17emY9OJQhzMLMcAPzlG9/O2d9YIIYQQQshNaDrN1dHsSuhNZkiEApjMFqQX1wCgO96dSSoSYOqQPhjX3wefJl3Gr6eKUKHRY93BHKw7mIOYAFfcP6wPnCRCZJaq8crEKPB4FKzcDAq87eRodgVmrz+OxP4+WP3wMOq/0orZ8UHo6+aAF38+iysqHa6odCis1iK/shZjIr1xe7gHnKUie2eTEEIIIYS0kVpnxOUy66CWn88ehgkDfSGob9acVa5BndEMJ4kQoV5O9sxmr+AkEeK1e/rjxfGR2JdRhl9OFmFfRhnOFipxtr7JPwAcy6nC7eEeiAtyR0KYB6Qigf0y3U1R4G0HlRo9nt+UCsas81NT0H1to/t5Yf/LY/DN0Tz8mFKAouo6bDpRiE0nCiHk8zDQX45hQW4YFuiG2CA3+LlI6YocIYQQQkgXlVakAmPWObrvibadqvFcoXVgtUF95FwwTjqfWMjHhIG+mDDQF+VqPX5PLca2NAXOFiphYUBqoRKphUoA2XCWCDE4wAWeThJ4OkkgEwng5ijGXVHeoNthraPA+xazWBhe/OUsytR6hHs7Ydm9A+2dpW7BSSLEwrHhWDA6DNvTFNiWpkBGiRo5FbU4W6TC2SIVNhzJAwC4O4rR388ZUb5y9PeTI8rXGRE+TpAI6cocIYQQQoi95VVqweMBQ5pMZcWYdbCju/p74/PZwyCjO6p24+UswRN3hOKJO0LxR2oxnt2UCleZCIn9vZF0qQzVWiOOZFU2e987f11AgLjODjnuHijwvsW+OpKL/RnlEAv5+OzhoXAQ0yG4EacLqrHoxzPwdpbg2GvjcEVVh1P51TidX43TBUpcUNSgqtaAI1mVNj8IAj4PYV6OiPSVI8zLESGejgj1dEKIlyOcJHQMCCGkt9AZzVjw/SmodSb8Mj+BWkgRYgcPxwfi3iH+UOus01gt++M8dp0vwerZwzAs0K3ZXXBiP3cP8IVMJICyzog5I0Ow4v7BSL9Sg+wyDSo0elRpDdAbLcgu1+BodiVyK2gQ5NZQxHEL7csow4odlwAAb/5jAKJ85XbOUfcT3dcFjmIBytR6pF9RYXBfV/R1c8DUIX0AWE+oMkvVuKRQ44KiBpdKanBRoYaqzojMUg0ySzXNtuntLEFfNxn8XGTwc5HC10UKf1eZ9dlFBi9nCTV1IoSQHmJHugL7Msrx7rRBFHQTYkdOEiF38+OKsg4KlQ7Hc6owLNDNzjkjTcnEAoyJ9MKO9BLsPK9AdF8XDAlwtWmt0ECpNeDbvafx3Jpbn8/ugALvW4Qxhn9vuwiThWFKjD9mxwfaO0vdkkQowB0RXth5vgR7L5Y1m2ZCKhJgcF9Xm+WMMZTU6HBJoUZGqRq55bXIrahFToUGFRoDytR6lKn1AJQtfqaAz4OPswS+LlL4ucrgJ7cG564OYrg5iLhnNwcxXGQimvOQEEK6sL/OKgAA5Wq9nXNCCGkQH+qB3RdK8Z+dl2A0WzB+oA/doOpCJg7yxY70EuxIL8FL4yNbvWjp6iDG9GF98dwtzl93QYH3LcLj8bDornAculxBV9lvUuIAH+w8X4K/zl3BC4kR192XPB6v/m62DGOjbKciU9UZkVdRiyvKOlxR6VCianjWQaGsQ6laD7OFcSOqo0B5nc8CXGTWINy1STDuJBHCSSrkru42vHa+erlUCJlIQN8PQghpp3/9mYkPZnvCWy5tts5ktuBotrUb0qRoXwBAVa0BzlIhRAIa6JSQjqKqM+KnEwUI93bCXVE+NutO5lXh/V0ZSAj1wAt39wMAxIe4c+tX7smEUMCjwLsLuSvKG2IBHxKhAFqDGY7UTbNdaK91IsYYCqvqEOjhAACYOqQP1ySatN+EgT5483cBcsprkZxTiZFhnu3elotMhJgAV8S00FwGAMwWhnK1HgqVtQmUoj44L63Ro1prgFJr5J41ehMYA5RaI5RaY7vzxOdZm185S0VwlAjgJBHCUSKEg1gAB7EQMrEADiIBHLhlAshE1nUOYgFkYgEcG9KJBZCKBJAI+RAL+RDyeRTUE0J6tH2ZlXjyu1PYsmBksxZIl0rUqDOaIZcK0c/bGfd9fgRnCpTY/PRIat5KSAd6Y2s6/jh7BQDw1r0DMWdkMLfuoqIGKblVkEsbw5D+fnLIpULU6EwAgPuH9b2l+SXX5iwVYeOT8RgW6AYBn4ffThVh9b4sKFQ6jB/og5UPDaFumW1AgXcnyC7X4LvkfBzLqUR+pRYfzYjBxEE0SERHcZaKMH1YH3x/rADL/jiPPxaN6rS5BAV8Hnzr+30PvU5ag8kCZZ01CK+qNUCpNaBaa4RaZ4RGZ4Jab4JGZ0KtwQS1zgRN/WuNvvHBGGBhQI3OxFU+HYnPszbXl4j41iuXIuvVy4bAXCK8+rWgPo3178Y0fEhEAki4bdiuF9c/RALr5zT8LRLwuGXUJJ8Q0hlEAh7OFiqRkleFEaEeNuvOFFQDAIYEuoHP58HdQQwAOFuopMCbkDZIzq7EO39dQHQfF/x7enSLwZZKa8TO9BLutdnCbNZnl1sH3wprMke3gM/D8umD8ebv6VgwJgw+LbRYIfY1PLixVcLBy+XIqR9E7ffUK7g3xh/j+vu09lZSjwLvDrb3QikW/XgaOqMFACAR8qHRm+2cq57nxbsjsTO9BDV1JhQr62x+vO1FLOTD21kKb+f2VRaMMWgN5sZAvD4oV+tMqNWboDWaUWcwQWswo85ghtZgRq3BxP1dZzBDa7RdrzWYYDQ3VngWBtQZzagz2v87KeDzIK4PxhsD8ybBeZPAXSTkQ1y/XCTgQyjgQcSvf65/j1DAh4hvfRYKrNsW1r8WCXgQ8q3baZpGxG/y3vo0YqH1uWHbQj6v/n3WZdRqgJCu7e4oT+zMqsXu86XNAu/04hoAQExfF+tzgCuSLpXVz03b+ZRaAw5eroBSa8BDcQGddtGYkM6gM5rx7KYzKFfrcUFRg4QwD0wb2rwl5450BQxmCyJ9nLFyRgwG+rvYrM8utw50e/W52+TBfpg8mG5UdQcvjY/EQH850opr8OfZK/gxpYAC7zagwLsD/XaqCP/72zmYLQwJoR6YFR+IESHuLfYzIzfHzVGM/z4ShwB3GRfoMsa6dUDE4/HgWN+svCN/uiwWBoPZAr3RAr3JDL3JUv+o/9toqV/fuM5w1Xq9yVy/rHG5zWtuG43rjWZrGqPZ+vlXX/E2WxjqLGbUtb9Vvt1YA/rG4F/ABfC8JgG6dZngquBfyLcuEwn49et43AWCq9eJ+NZtN6SxWdfkcwX8+m3w+RDU56ExTeOFhKafI2xpXX3+qDUC6c7ig12wM6sWJ/Kqmq1T643g8cD1HW0YlfdGA++ccg3e/P08BvrL8do9/a+b/rvkPKzel42SGh237FyRCh8+GHNDn0uIPR3NruAGJXzyjhBE93VpMd2f56xNzKcO9W8WdANAdll94O3t2Ek5JZ0twN0BT90ZhsxSNf48ewUHMstRozNCLhXZO2tdGgXeHeSzvy/jw92ZAKz9UlbcH00DtXSy2CDbZoFLtqSDMYbHbg9BpK+znXLV9fD5PEj5gvo7K/b7QWy4AGA0W4PxxsC8yWuzBUaThUtnMLH69fWvzQwGkwUmswUmi3Wdycy4bZgs9c8N77FY/zaZGYwWBqPJ0pjGYoHRxGC0WNeb6tM33abJwppdMAAAk4XBZGHQwWKHPdn5+DxYg/gWLgw0XFRoCPYbnvkNzzxrGj6vcX3TZQI+D4KG5/r3NbxWV5bau+ikB4jp4wIBXwGRgAezhdk0hf18dizqDGY0XKMdXB845FdqodIa4eLQtt/IVzen4UxBNebdEdKm9MOC3FCqtgbdQj4PJgvDljPF+N8JkT3q4nxGiRphXo4Q9sLznzK1DrvPl2JslDf6uMrsnZ1OcSzHejFr1m0B+NfkAS2mMZotOJVv7dIxfoD1NoLOaEZasQo+zlJ4Ooutg9UCCPW0f2tFcnP6+TgjzMsR2eW12HepDPfG+CM5p9re2eqyKPDuIAP9XSATCfDY7cF4aXwk3TG6xSo0evx6qhBGM8OmE4W4I8ITj4wIwsA+LvCTS+l4dAG2FwC6D4ulaXDe+HdDYG7inpsH8U3XmRrWWZouYzDXXwgwN01fv95ssW7HXL9tc5NtmS2Me5+xvkWB9b2WJtu+al2T/Jjry8WaX1eAhQEGswUwA7iFLRJMNRW37sNIj+XtLEb6sgmQiVv+rWm63NVBjCAPB+RXapFWrMKoiOsP1lmm1iEltwoSIR/RfVq+43e1gf4u+HPRKAR6OEAuFWHqZ4dxtkiFw1kVmN6DBpGa//0pmCwWfPt4PPq6yXpN1xzGGB7/+gTSi2vQx1WGnc/fAecucuePMYZ1B3MwNsob/Xxu7qZEcv2MAFd34WiqWmvAkABX5FdqucD6tc1p2HKmGM+Ni8Dd9cG4u6MYbo7im8oP6RomDvLF98cKoKozoqi6Di9uuWTvLHVZFHh3kLFR3tj30hj4uvScK9fdiYejGD88OQJfHc7FrvMlOHS5AocuW0/igzwcsHTKgGbTWRDSFnw+DxK+AD115gxL04D9qosELQXsTdNZWON6s6XxtdnS+F6LhcHMGpdxD2a9oGBmjWmqyhyxYo299wjpCVoLulsS3ccF+ZVanC1Stinwbgg+wr2d4OkkafPnDGoSpCeEeeJskQopuVU9JvAuq9Eht6IWPB7w3raLOJ5TiV8XjGxXCzSj2YLfU68gwE2G+GsEeV3FRYWaGz+gWFmHjccLMH90mJ1zZfXnOQWW77iEPm6ymwq8VXVGnL+iAmANvCs1epzIq4ZcKsTI8Mb/G29nKTY9lWDT/W9YoCu2nCnG6YJq3BbiDh+5BIHuDjdXMNJlLBgTjucT+0Ek4OO3U0X2zk6X1kNPJe2Dgm774fF4GB7sjuHB7iis0uKbo3nYc7EURdV1yK/UIrdCy6Xdc6EUv6cWY3iwO/q6yXBbiHuXuTJNyK3G5/Mg5vMghv2bhhYVOWGFvTNBehSj2cJ1+9pwJBfbzinw0PAAPBQXwKW5e4APXGQirr93U2cLlfjuWD7eu28QJEJrMN8QeI8M80B6sQpnCqoxJMCtxf6ur/x6DgwMT90ZhnDvxma1M4YHYFx/b66pe09wLNfaDHmAnxwmiwVqvQkHM8vbFXgv334JXx3JhYDPw+YFI1ud8rOr2JGusHn9/bF8/PPOULvf7a/RGfHWH+cBgOub3V46oxkzhgegWKmDj1yKLw/n4p2/LiCxv49N4N2gadmH1XcNTC1QIiHUA8eXJMJg6pldtXojpyZ3Jo7lVNoxJ10fBd43QaM34ZEvj2PuyGBMGexPzZm7iAB3B7z+jwF4/R8DUKs34acThTbzR57Iq8Jf5xT465y1ohQL+Lg93APh3k6oM5rxQmI/eNzAXQxCCCFdyxVlHeZ/fwoKlQ4pS8aBx+PhdIESJ/OrcVd/b5u0U4f0wdQhjSMzl6l14PN4cJGJuG2MCvfkRm8+ygXenvg2OQ8/nyzCc+MimgXeRrMFf567Aq3BjHmjQm3WhXg6IsSzZw0slZJr3S/xIR7wcpZgf0Y5ThfceF9PrcGEpEvW8R7MFob3d13CxidGdGheO1rDQH7LpgzA10fzkBDmAZ3RckMtLzrDtnMKVNYaEOrpiNnxQQAAk9nSrj74PnIplk8fzL1umBkgrVhpk06tMza7mRHp4wwHsQBqvQmXyzSI9HWGWGj/i72kY5nqf/NI6+hbfxPWHczBmQIlVu7JhKmFAZiI/TlKhHh8VIjN4DrThvTBorHhGD/AB8EeDjCYLdiXUY4vDuXix5RCODa5crf1TDF+OVmIzFJ1i4NsEUII6Xo8nSTIKFGjXK1Hbv1cs5klagDWIOBavjiYg/h/J2HdwRzMGG69M/7baWvzyculahRUaSES8DA8xJ27i51VPz1SUxeu1EBrMEMuFSLCu/2DSJktDEkXS7H3QtcefDCl/o53fKg7hgW6AgDOFChveDsOYiGSFo/GBw8MhkjAw5GsSlwuVd/QNradU+Cf353E76nFN/z57bFi+mCsfCgG4wf6Yv/LY7F8+uBOD7r1putPC7rvUhkA4P7YvqjWGvDktydx1/8dgKUDzmcG+MvB5wGlNXqU1o/Wr9YZEfPWbtz14X5oDSYurVDAx9D678QvJwtv+rNJ18MYw8Prj0NntMDLkVqRtobueLdTUbUW/z2QDQB4ZWIUXbnrRgb4yzHA3zqVDGMMWWUa7EwvQblGj75uMpvBv9YeyMal+pM1mUiAoPqBcSJ8nDA00A0PxPaMvnmEENKTiOsHPjuZX41T+dUIcHdAToU1OG6p6bPeZMb5KzVwlgjxx9krMFsYIrydEOUrx6q9l3E4qwIKVR3K1XqEeDoi1NMRThIhNw9xw/RITZ2pv9sbG+TWYou4MwXV2Hy6GKFejnjs9pZHRz+eU4kXfzmLouo6hHs7YXBfl2ajoOtNZqw/lIs9F0rxQGxf/M+IoBvbWR2gqtaAzFLrPhge7A6pyDrzQUmNDleUdfC/wVG+hQI+HowLwPY0BfZllGP3hVJEtLF/cmqhEgt/OA0A2HW+FI5iIRIH3PgYL+sP5eCB2L5wdbj+AGDBno4IvsUtGP61JR2VGj3+NXkAgj0coDdZbG4cAMD5K9Z+58OD3eHqIMKxnEqodSak5FVdc4C0q9XW36ke5C/n7pY7iIWI8HZGRqkaaUUq+AyQ4lyRChYG6E0WOIht8zJjeCCOZFViw9E86E0WvDNt0E3uAdKV8Hg8PHtXBLanKzApRII737N3jromihbbgTGGt/+8AL3JgvgQd0wa5GvvLJF24vF4iPBxxjPjIvD21EF46k7bwVBG9/PCbSHucBALUGc041KJGil5Vdh4vADrD+XYpJ26+ggW/XAaS7ak4f2dl/DD8QLsSFPgYGY50otVYE2Gj27LlWpCSNusXr0awcHBkEqliI+PR0pKyjXT//LLL4iKioJUKkV0dDS2b99us54xhjfffBN+fn6QyWRITEzE5cuXO7MIpBM09Cs9XaBEXkUtjGYGR7Ggxamelm+/hOmfH8WMdcdQWqOHm4MIYyK9EejhgNuC3cEYsPl0MUaGe+LvF0dj1cwhAMDd8c6pqG3WKqrhom1L8xgDQE55Lb47lo/taYoW1xtMFiz84QyKquvQ30+On/+Z0CzoZoxh3tcn8cGuDKQWKrHsj/MoU+ta3F5L2z+QWY5iZV2L65VaA1R1bZvWoOFudz8fJ7g7iuEgFqK/nzVQbphaqi0sFmZTV949wHp+tfsad/vL1Dqbff/t0Tyb9V8ezm3z5zfIrajFe9svYua6YzCZb7wvsslsQeYN3qVvqkSlQ1G1ttX1jDEczarAvoxyfH00F6M/2I9Pkmx/o6pqDdyx7e/nDIlQwJ2v/nH2xpoDH82uxLTVRzDt8yM2yxu6V5wptB7j1EIlAGBI/d3tpqYM9sPckcH1F6x6VjcLYjUqwhP/vi8aIZ7tGzivN9TldMf7BjHG8Pn+bOy+UAohn4dl9w60++AZpPO8dk9/ANamfrkVGhQrdVBqDTh/pQZuV10Fzy3X4Gx9pXO1MC9HJL04hnsd985eGC0WuMhEcJGJ4Osig5eTBI4SAQb6yzFjeCAA6/dt4Q+n4eEogVTEh6NECC9nCTQ6E0QCPsYP9EFfNwcuj0XVWrD6q80XFTVQag24J9qvxXliGWNgDDQ2AenWfvrpJyxevBhr165FfHw8Vq1ahQkTJiAjIwPe3t7N0h89ehSzZs3C8uXL8Y9//AM//PADpk2bhtOnT2PQIOsdmPfffx+ffPIJvvnmG4SEhOCNN97AhAkTcOHCBUilNIhmd9HY3LkamfWDP4X7OLdYZ4+N8sbXR/NQVWsAADySEMy1ZHtoeABS8qrwbXIenrwjFGIhn+vD2tfNAWIhHwaTBcXVdQj0aDzhbAi8o/xavlPbMLDa+Ss1sFhYs9/iA5nlqNDo4ekkxi/zE2wGMGrQMCUZn2e9UPzqpP7wdr7+d9RgsmDuhhQcza6Ek0SIzU+PtBnx+lR+FWb89xgcJUJse3YUV8+0JtTLEfNHh8GjyfRQsYFuSC+uwan8akyJ8b9ungDg97PF+M+ODDwU1xeLx0cicYA33v6LDy8nMTdQ3qn8KmxPK8HckcEordFh/ven8fSYMDw+KgSMMRzKss5o8sEDg/Hyr+dwLLcSpTXWAcHa6qcThWAM8HORgsfj4UxBNQb6u7TYuvH31GKU1egxNsoL4d7O0BnNiHt3LzR6E1KWjGvXPO1fHcnFj8cLsGrmEIzr3/xufX6lFldUOogFfIwI9cD3xwrwY0oBXri7H9dqr2EE8hBPR+77+o/B/vj5ZBF2ny/FO1MH2XTDu5YDmdYm60MD3GyWx4e449dTRTicVYmXJzR2LRjawmB4PJ71nHnZvQPb9Jmkd+ktdTkF3q2wWBhqDSbIRAKbQSg+ScrCR3szAQAv3N0P/f3k9soiuYUEfB7CvZ0R7m09MWk6EE+DdY/GIbVQCZ3RjEqNAVeUdVDVGaHRm3BPtB+Xzmi2jvYKADqjHqU1eq6JHgDc2c+LC7xP5ldje1pJq/kqrNZi6RRrJXa6oBoPrk1ulubf2y8hPtQdXzwax1XInyZdxtoD2dAazfB2lmCAnxwCPg9pxSq4OYjx7eO3cScLn/19GTkVtXBzECM5uxJKrQHRfV0Q7GFtavnMuAjus5ZsSYPRZIGPXAofuQQuDmJodCYo6wzQGcxYPD4SgLXZ2peHc3EqvxrOUiFCPR1RrTUip0KDKF85Jg7yxfBgdwDWOwffHcvH+Ss1cHcU444IT/i5yKDRm2C2WBDg7sCdaJbV6LAtTYFAdwc4S0UoqdHBaLLASSqEg1iAQf4u3Lyhl0pqkJxdCT8XKfxdZRAL+eDzeODzALFAAHcnMXeiqzOacblUg8JqLa4o61CtNWB0P2/EBrkhvViF6D4u3ElzmVqHzBINqrQG+LlI4SuXQiLkQyTgw8IYXB3E3MmOqs4IMMDFQYT0YhWOZldAJOAjzMsJET5O8JVLuSBBpTXiVEEVDCYLwr2dIBYIUKMzQlVnhItMhAF+ci4PNTojriitzWJdZWLIxHxUaAzwlUubNYcsrdFBwOehVm+Cj1wKqUiAOoMZpTU6uDmI4eLQ2FdLrTPCSSJsFrjUGcyoM5rh3sKcrDdygYe1NKn4daxcuRJPPvkkHnvsMQDA2rVrsW3bNnz11Vd49dVXm6X/+OOPMXHiRLz88ssAgHfeeQd79uzBZ599hrVr14IxhlWrVuH111/H1KlTAQDffvstfHx8sHXrVsycOfOG80jsY1igNUjIKFVzg19F+rTc1/rOCE/cHu6BI1mVCPNyxLxRjU2/p8T44f2dl+DpJEFpjQ4BTaZBEvB5CPV0xKUSNbLK1VzgbbEw7o5nVCujeod4OkIi5ENrMCO/SttssLXN9f3K7xvah/st0pvMUGqNXBC5rX4go8mD/fHprKHNPqPOYMZ/D2bj2bsiuP9BxhiW/pHODRKn0Zvw6d9ZNu9feyAHLjIRXhwf2WILgav183HGq5OibJYlhHniUonaZjT36zmZV42SGh20BmurMG9nKVLfHG/TBWzdwRzsOl8KrcGEAX5yVGj0+PpoHh67PRhGM8PckcE4nluFKTH+OJVfjWBPR4hbGEysutaAZzedgarOiJnDAzFzeAC3jw5nlQOw1vUTVh1EVpkGm54a0WLz7J9PFuJIViVcZCKEeztDKrK2qsgoVSO1UInxA2+sVaTFwvDrqSKo9Sa09pPYcOyGBrpi0iA/9HG9hGJlHQ5mlnOfFxfkjl/mJ0Cja+xrPSLUA85SISo0epwpqEZcfT17LYwx7M+w7o8xkV426+6IsL4+V6REVa0Bx+tHtB7ehu0S0lRvqcsp8G7izW2ZgESBgiotCqq03FQHa2YPw6T6wMlJKoRIwMPrkwfg0YRb34+KdF0jQj3a1GdKyOchbdl4VNcaUaMzolprQIlKhwqNARq9EcEejSdfoZ6OeGfqQJSr9dCZLKipM6JCo4ezVIRiZZ3N9Dcn86ohFvAhFloffi5SWBhwUVGDQ5crUFil5frIVdYaUFt/YmMdGKWc206FxmATbGWUavDnVc3SrqisTRn9XaQ2gfexnErklNe2WO5+Pk5c4C0W8rH+UA5qmpwQNDiSVYnMUjW+mxcPwHpS+NafF7j16w7aNvF/IbEfnku05qFKa7BJe7UHY/vigwdjAABlNfprpn19cn88cYd1JOKDmeV46rtTNutX78uGWMCHwWzBX8+M4uboXbs/B18dab1p4/6XxnDB76aUAizfcQkykbUrw9Uy3p3ITWH0+DcnWm2yyecBWe/dw71euPE0N4/91aJ8nfHXM6O4C4oP/TcZ+ZWNTRodxALupDc2yA2/LRjJrRv1n32oM5gh4PMQ4C4Dn8dDmVqPqloDpg/tg5UzhgCwnqjd9/lRCPg8XFTUwGRmcHcUo6rWAB4PmDk8AG9NtV6RrtTokbDib5gtDBLWtiayDQwGA06dOoXXXnutcV/w+UhMTERycvOLUACQnJyMxYsX2yybMGECtm7dCgDIzc1FSUkJEhMTufUuLi6Ij49HcnIyBd7diLdcir5uMhRV1+HClRp4OkkQF9RyQMDj8fDt4/HILFUj2MPRZmAsiVCApVMG4tlNZ/DG7+nYMHe4zcWnMG8na+BdpsFdUda7k1VaA3zkUpSodDa/6U0JBXxE+jrjXJEKFxU1NoG3UmtA0kXrXcaGeb63nVPgld/OISHMA188GgfGGLbVz84xucnF3QZ6kxnP/3QGu86XQme04NVJUSio1GLyp4eg1pnA5wEfPhiDPRdK8e7Uxv62ClUd/r5UBrOF4bYQt3a36ps4yBcTb7ArXsNvXFxw453VpkF3fmUt1+z88dtD0NfNAct3XEJBlRZni1QYEuCKhWPDsXCsNf2K+xtH4b7aW3+e534nzxWloVKjxzPjIrhWbYB1yri9F0uRVabByVb6RTdcOI9oclFnSIBruwPvy2UaVNUaIBMJkFWuwcefXsbi8f0wNrLxrt/R7Ir6/HlCwOdhTKQXNh4vwLGcKu7zZGJBswBYLORjXJQ3tqZewV/nFM0C78ulavi4SCFvMir5RYUaRdV1EAv4SAizLb+vixSfzhqKoYGuOJlXBbXeBHdHsc2c9YRcT2+qyynwBmCxWAPs3WcLwZc0b06lVVWiqMh6IjrI1YyNs/rB31WI4uJbM1om6Zn4AFwBuMqAEBkPgKT+ARQVFXHpxgYI0fq/KuPSTgmXYEp4dLMU5xVqZJVrUausQJHR2vTsvkgH3B3cD44SIRQqHTLLaqEzWtDf1xF6kwXlJY19DieFSuAt8sAVpQ7RfeQIcJXgbLEaV1Q6RHo7oaCwEPz6E7M5Q1xRpJSiQmNAucYItc4ER4kAcokAg/ydbMr16FB3CHiAwcyQX6WFo1iAvm4yXFCoERcg5tJWa42I9xcjytcJ5Wo9UvJVqDOa4SASQMDnQa2qRFGR9Y6Mqc6EOwOlKFLqUGc0w8tRDHH9HSWVzoSB7o37y0tgTVuqMaBCrYfJbO1baIE1T8qqShQVWe/gyi06yPkGBLjJ4CMXg88D9l+uhk5vgaOEjzMZeXBl1hMSD0Ed+jpY4CoTobzWgKpaI4xmCxq6IF7MKYBQZ70AklOogEWvRa3eekFmRIgrBDwe8qq0KKrWoVRxhdu3wY5mlDhY4CAWoLC6DmYGyMUCOEmt340rVxp/jyw6DRx4eng5Wlsc1JktcJUKUVJjQI3KjBKF9UJKrcEERXkVLEYLJEI+9CYLNPVTvUqEfMh5Om5/GUwWVCtV3Gdc0tj2X8y7Usalrag14nTWVRdrmnRXVCuruLSqOhN0tdYTVzeJtT+pSqWCXN7YmkgikUAiaT7FX0VFBcxmM3x8bJti+vj44NKlS83SA0BJSUmL6UtKSrj1DctaS0O6poa6XKFo/P2K9uAjwkWGp273Ql/XvtYuOU1+h67mDKCyrKbZ8hh3YMuc/nCQ8JvV/dMjHXBPWAhCPQU22/5uZjgMJgv3/9aSvjITUvVaHLuQi8FujRfffj9XCp1WgwgvBziba1BUVAMHcy1qamqwL02Dy7leyK7QoqisCjIxHxFOehQVFSGjVIOfTivgVH/hYEeqtVvcQDcLioqK8NzP56FSWcu3aEwwbvMGbvP2gbqqFGprowB8cbQQxrpaDOnjDKlBhaIiVbN8Nyip0eO31BIM7SvHiBBX7veqPWoNJlzMLwUD4CvSNTtOxUod1h4ugFmnxYhgV8iMKlSWqTCijxh7L1XixwPp8BwT3KbP0pvMOJtdDIu+DgkhrkjOVWLt3jRMCZfgUHY1zDotQjxkMNRUIMTRDItei8Pn8zGtn+3d/xqdCaUV1osFjiYVioqsF54DHYyw6LVIvpCPokG2d/xNZgsyymoR6ukAmaj5yOd7zpbCotciyluO9OwinM0pw/YUhghHazcIxhgOpufDojchzMmIoqIiRMiteTyQlouiodduiXm7vxCbj2vxa3IG5sY4cxdhNXoTZn51Bg8M9cPcEdaLPflVdVi6LRMWvRYjItxRVVaCqqu2N9QDYJpKLN96FhZ9HSYNcYPiCp0f92YNv8FUl7eAEXb48GEGgB70oAc96NEFH0uXLm3xt7u4uJgBYEePHrVZ/vLLL7PbbrutxfeIRCL2ww8/2CxbvXo18/b2ZowxduTIEQaAXblyxSbNgw8+yB566KF21jLkVkhJSbH7d5Ue9KAHPejR8oPqcsbojjeA/v2tA2ilp6fDxcXFzrlpP7VajQEDBuDChQtwdm7btBtdFZWla+opZekp5QB6VllUKhUGDRqE3NxcuLs3NoFs6Qo5AHh6ekIgEKC01HbE49LSUvj6tty809fX95rpG55LS0vh5+dnk2bIkCE3XCZy6wwdOhQpKSnw8fEBn3/rJ23pSf+L7dXb90FvLz9A+6C3lx+guvxaKPAGIBRad0NAQIBNk4jupqbG2nysT58+3bocAJWlq+opZekp5QB6Vlka8u/u7t6msojFYsTGxiIpKQnTpk0DYG1unJSUhEWLFrX4noSEBCQlJeH555/nlu3ZswcJCQkAgJCQEPj6+iIpKYmrnGtqanD8+HEsWLCg/YUjnU4oFGL48OF2+/ye9L/YXr19H/T28gO0D3p7+QGqy6+FAm9CCCHd1uLFizFnzhzExcXhtttuw6pVq1BbW8uNjProo4+iT58+WL58OQDgueeew+jRo/F///d/mDx5MjZt2oSTJ09i3bp1AKyDbD3//PN49913ERERwU1B4u/vz50QEEIIIaTj9Ja6nAJvQggh3daMGTNQXl6ON998EyUlJRgyZAh27tzJDahSUFBg0+x45MiR+OGHH/D6669jyZIliIiIwNatW7l5PwHgf//3f1FbW4unnnoKSqUSo0aNws6dO2kOb0IIIaQT9Jq63G69y7sQnU7Hli5dynQ6nb2zclN6SjkYo7J0VT2lLD2lHIxRWQjpKuj7S/ugt5efMdoHvb38jNE+uBYeY4zZL+wnhBBCCCGEEEJ6tls/7CchhBBCCCGEENKLUOBNCCGEEEIIIYR0Igq8CSGEEEIIIYSQTtRjA++DBw9iypQp8Pf3B4/Hw9atW23Wz507Fzwez+YxceJEmzRVVVWYPXs25HI5XF1dMW/ePGg0mltYCmD58uUYPnw4nJ2d4e3tjWnTpiEjI8MmjU6nw8KFC+Hh4QEnJyfcf//9zSaVLygowOTJk+Hg4ABvb2+8/PLLMJlMt7IobSrLmDFjmh2X+fPn26TpCmVZs2YNBg8eDLlcDrlcjoSEBOzYsYNb312OCXD9snSXY3K1FStWcNNJNOhOx6WplsrSXY7LsmXLmuUzKiqKW99djwnpHXpSHdxePam+6wg9qW5pK/odB4qLi/E///M/8PDwgEwmQ3R0NE6ePMmtZ4zhzTffhJ+fH2QyGRITE3H58mWbbXSFuKK9goODm30HeDweFi5cCKB3fAc6hJ0Hd+s027dvZ//617/Y5s2bGQC2ZcsWm/Vz5sxhEydOZAqFgntUVVXZpJk4cSKLiYlhx44dY4cOHWLh4eFs1qxZt7AUjE2YMIFt2LCBpaens9TUVHbPPfewwMBAptFouDTz589nAQEBLCkpiZ08eZKNGDGCjRw5kltvMpnYoEGDWGJiIjtz5gzbvn078/T0ZK+99lqXK8vo0aPZk08+aXNcVCpVlyvLH3/8wbZt28YyMzNZRkYGW7JkCROJRCw9PZ0x1n2OSVvK0l2OSVMpKSksODiYDR48mD333HPc8u50XBq0VpbuclyWLl3KBg4caJPP8vJybn13PCak9+hJdXB79aT67mb1pLrlRvT23/GqqioWFBTE5s6dy44fP85ycnLYrl27WFZWFpdmxYoVzMXFhW3dupWdPXuW3XvvvSwkJITV1dVxabpCXNFeZWVlNsd/z549DADbt28fY6znfwc6So8NvJtqLfCeOnVqq++5cOECA8BOnDjBLduxYwfj8XisuLi4k3J6fWVlZQwAO3DgAGOMMaVSyUQiEfvll1+4NBcvXmQAWHJyMmPMehGCz+ezkpISLs2aNWuYXC5ner3+1hagiavLwpg1mGhamV2tq5aFMcbc3NzY+vXru/UxadBQFsa63zFRq9UsIiKC7dmzxybv3fG4tFYWxrrPcVm6dCmLiYlpcV13PCakd+tJdfDN6En1XVv1pLrlRvX23/FXXnmFjRo1qtX1FouF+fr6sg8++IBbplQqmUQiYT/++CNjrOvGFe313HPPsbCwMGaxWHrFd6Cj9Nim5m2xf/9+eHt7IzIyEgsWLEBlZSW3Ljk5Ga6uroiLi+OWJSYmgs/n4/jx4/bILgBApVIBANzd3QEAp06dgtFoRGJiIpcmKioKgYGBSE5OBmAtS3R0NDcJPQBMmDABNTU1OH/+/C3Mva2ry9Jg48aN8PT0xKBBg/Daa69Bq9Vy67piWcxmMzZt2oTa2lokJCR062NydVkadKdjsnDhQkyePNlm/wPd83+ltbI06C7H5fLly/D390doaChmz56NgoICAN3zmJDerSfVwe3Rk+q7G9WT6pb26M2/43/88Qfi4uLw4IMPwtvbG0OHDsUXX3zBrc/NzUVJSYnNPnBxcUF8fLzNPuiKcUV7GAwGfP/993j88cfB4/F6xXegowjtnQF7mThxIqZPn46QkBBkZ2djyZIlmDRpEpKTkyEQCFBSUgJvb2+b9wiFQri7u6OkpMQuebZYLHj++edx++23Y9CgQQCAkpISiMViuLq62qT18fHh8llSUmLzRW9Y37DOHloqCwA8/PDDCAoKgr+/P86dO4dXXnkFGRkZ2Lx5M5ffrlKWtLQ0JCQkQKfTwcnJCVu2bMGAAQOQmpra7Y5Ja2UButcx2bRpE06fPo0TJ040W9fd/leuVRag+xyX+Ph4fP3114iMjIRCocBbb72FO+64A+np6d3umJDerSfVwTeqJ9V37dGT6pb26O2/4zk5OVizZg0WL16MJUuW4MSJE3j22WchFosxZ84crgwtlbHpPuhqcUV7bd26FUqlEnPnzgXQO/4HOkqvDbxnzpzJ/R0dHY3BgwcjLCwM+/fvx7hx4+yYs9YtXLgQ6enpOHz4sL2zctNaK8tTTz3F/R0dHQ0/Pz+MGzcO2dnZCAsLu9XZvKbIyEikpqZCpVLh119/xZw5c3DgwAF7Z6tdWivLgAEDus0xKSwsxHPPPYc9e/ZAKpXaOzs3pS1l6S7HZdKkSdzfgwcPRnx8PIKCgvDzzz9DJpPZMWeE3JieVAffqJ5U392onlS3tFdv/x23WCyIi4vDv//9bwDA0KFDkZ6ejrVr12LOnDl2zt2t9+WXX2LSpEnw9/e3d1a6nV7d1Lyp0NBQeHp6IisrCwDg6+uLsrIymzQmkwlVVVXw9fW95flbtGgR/vrrL+zbtw99+/bllvv6+sJgMECpVNqkLy0t5fLp6+vbbGTBhtddqSwtiY+PBwCb49JVyiIWixEeHo7Y2FgsX74cMTEx+Pjjj7vlMWmtLC3pqsfk1KlTKCsrw7BhwyAUCiEUCnHgwAF88sknEAqF8PHx6TbH5XplMZvNzd7TVY/L1VxdXdGvXz9kZWV1y/8V0jv1pDq4PXpSfXejelLd0lF62++4n58f1wqwQf/+/bnm9g1laKmMTfdBV4or2is/Px979+7FE088wS3rDd+BjkKBd72ioiJUVlbCz88PAJCQkAClUolTp05xaf7++29YLBbuBPdWYIxh0aJF2LJlC/7++2+EhITYrI+NjYVIJEJSUhK3LCMjAwUFBVwf3YSEBKSlpdn8w+/ZswdyubzZD0lnul5ZWpKamgoANselK5SlJRaLBXq9vlsdk9Y0lKUlXfWYjBs3DmlpaUhNTeUecXFxmD17Nvd3dzku1yuLQCBo9p6uelyuptFokJ2dDT8/vx7xv0J6tp5UB3eknlTfXU9Pqls6Sm/7Hb/99tubTSOYmZmJoKAgAEBISAh8fX1t9kFNTQ2OHz9usw+6QlxxszZs2ABvb29MnjyZW9YbvgMdxs6Du3UatVrNzpw5w86cOcMAsJUrV7IzZ86w/Px8plar2UsvvcSSk5NZbm4u27t3Lxs2bBiLiIhgOp2O28bEiRPZ0KFD2fHjx9nhw4dZRETELR/2f8GCBczFxYXt37/fZhh/rVbLpZk/fz4LDAxkf//9Nzt58iRLSEhgCQkJ3PqGIfzHjx/PUlNT2c6dO5mXl9ctH8L/emXJyspib7/9Njt58iTLzc1lv//+OwsNDWV33nlnlyvLq6++yg4cOMByc3PZuXPn2Kuvvsp4PB7bvXs3Y6z7HJPrlaU7HZOWXD3yd3c6LldrWpbudFxefPFFtn//fpabm8uOHDnCEhMTmaenJysrK2OMde9jQnq+nlQHt1dPqu86Sk+qW9qit/+Op6SkMKFQyN577z12+fJltnHjRubg4MC+//57Ls2KFSuYq6sr+/3339m5c+fY1KlTW5xOzN5xxc0wm80sMDCQvfLKK83W9fTvQEfpsYH3vn37GIBmjzlz5jCtVsvGjx/PvLy8mEgkYkFBQezJJ5+0GeKeMcYqKyvZrFmzmJOTE5PL5eyxxx5jarX6lpajpTIAYBs2bODS1NXVsaeffpq5ubkxBwcHdt999zGFQmGznby8PDZp0iQmk8mYp6cne/HFF5nRaOxSZSkoKGB33nknc3d3ZxKJhIWHh7OXX37ZZm7irlKWxx9/nAUFBTGxWMy8vLzYuHHjuJMQxrrPMWHs2mXpTsekJVefHHWn43K1pmXpTsdlxowZzM/Pj4nFYtanTx82Y8YMm7lPu/MxIT1fT6qD26sn1XcdpSfVLW1Bv+OM/fnnn2zQoEFMIpGwqKgotm7dOpv1FouFvfHGG8zHx4dJJBI2btw4lpGRYZOmK8QVN2PXrl0MQLNyMdY7vgMdgccYY7fs9johhBBCCCGEENLLUB9vQgghhBBCCCGkE1HgTQghhBBCCCGEdCIKvAkhhBBCCCGEkE5EgTchhBBCCCGEENKJKPAmhBBCCCGEEEI6EQXehBBCCCGEEEJIJ6LAmxBCCCGEEEII6UQUeBNCCCGEEEIIIZ2IAm9CSId744038NRTT3XY9gwGA4KDg3Hy5MkO2yYhhBBCWkd1OSEdiwJv0mPxeLxrPpYtW2bvLHa44OBgrFq1yq55KCkpwccff4x//etf3LLa2lrMnDkTfn5+mDVrFrRabbP3PPPMMwgNDYVEIkFAQACmTJmCpKQkAIBYLMZLL72EV1555ZaWhRBCiH1RXW4fVJcT0vEo8CY9lkKh4B6rVq2CXC63WfbSSy/ZO4ttwhiDyWS6pZ9pMBja/d7169dj5MiRCAoK4patWrUKTk5O2L17N2Qymc0JRV5eHmJjY/H333/jgw8+QFpaGnbu3ImxY8di4cKFXLrZs2fj8OHDOH/+fLvzRgghpHuhurz9qC4npGuhwJv0WL6+vtzDxcUFPB7PZtmmTZvQv39/SKVSREVF4fPPP+fem5eXBx6Ph59//hl33HEHZDIZhg8fjszMTJw4cQJxcXFwcnLCpEmTUF5ezr1v7ty5mDZtGt566y14eXlBLpdj/vz5NpWfxWLB8uXLERISAplMhpiYGPz666/c+v3794PH42HHjh2IjY2FRCLB4cOHkZ2djalTp8LHxwdOTk4YPnw49u7dy71vzJgxyM/PxwsvvMDdCQCAZcuWYciQITb7ZtWqVQgODm6W7/feew/+/v6IjIwEABQWFuKhhx6Cq6sr3N3dMXXqVOTl5V1zv2/atAlTpkyxWVZdXY1+/fohOjoaUVFRUCqV3Lqnn34aPB4PKSkpuP/++9GvXz8MHDgQixcvxrFjx7h0bm5uuP3227Fp06Zrfj4hhJCeg+pyqssJ6TEYIb3Ahg0bmIuLC/f6+++/Z35+fuy3335jOTk57LfffmPu7u7s66+/ZowxlpubywCwqKgotnPnTnbhwgU2YsQIFhsby8aMGcMOHz7MTp8+zcLDw9n8+fO57c6ZM4c5OTmxGTNmsPT0dPbXX38xLy8vtmTJEi7Nu+++y203OzubbdiwgUkkErZ//37GGGP79u1jANjgwYPZ7t27WVZWFqusrGSpqals7dq1LC0tjWVmZrLXX3+dSaVSlp+fzxhjrLKykvXt25e9/fbbTKFQMIVCwRhjbOnSpSwmJsZmf3z00UcsKCioWb4feeQRlp6eztLT05nBYGD9+/dnjz/+ODt37hy7cOECe/jhh1lkZCTT6/Ut7ufKykrG4/HYsWPHbJbn5uay0NBQJhQKWVRUFCsqKrJJ/+9//7tNx/GVV15ho0ePblNaQgghPQvV5TE2+4PqckK6Fwq8Sa9wdWUdFhbGfvjhB5s077zzDktISGCMNVbW69ev59b/+OOPDABLSkrili1fvpxFRkZyr+fMmcPc3d1ZbW0tt2zNmjXMycmJmc1mptPpmIODAzt69KjNZ8+bN4/NmjWLMdZYWW/duvW65Ro4cCD79NNPuddBQUHso48+sknT1srax8fHphL+7rvvWGRkJLNYLNwyvV7PZDIZ27VrV4v5OXPmDAPACgoKmq0zm81MoVDYbO/48eMMANu8efN1y8oYYx9//DELDg5uU1pCCCE9C9XlMTbLqC4npHsR2uMuOyH2VFtbi+zsbMybNw9PPvkkt9xkMsHFxcUm7eDBg7m/fXx8AADR0dE2y8rKymzeExMTAwcHB+51QkICNBoNCgsLodFooNVqcffdd9u8x2AwYOjQoTbL4uLibF5rNBosW7YM27Ztg0KhgMlkQl1dHQoKCm6k+K2Kjo6GWCzmXp89exZZWVlwdna2SafT6ZCdnd3iNurq6gAAUqm02To+nw9fX1+bZYyxG8qjTCZrNpgLIYSQ3ofq8pZRXU5I10WBN+l1NBoNAOCLL75AfHy8zTqBQGDzWiQScX839LO6epnFYrnhz962bRv69Oljs04ikdi8dnR0tHn90ksvYc+ePfjwww8RHh4OmUyGBx544LqDp/D5/GaVotFobJbu6s/TaDSIjY3Fxo0bm6X18vJq8bM8PT0BWPuBtZamqYiICPB4PFy6dOm6aQGgqqqqTdslhBDSs1FdTnU5Id0NBd6k1/Hx8YG/vz9ycnIwe/bsDt/+2bNnUVdXB5lMBgA4duwYnJycEBAQAHd3d0gkEhQUFGD06NE3tN0jR45g7ty5uO+++wBYK9OrB0cRi8Uwm802y7y8vFBSUgLGGHfCkZqaet3PGzZsGH766Sd4e3tDLpe3KY9hYWGQy+W4cOEC+vXrd9307u7umDBhAlavXo1nn3222QmDUqmEq6sr9zo9Pb3Z3QRCCCG9D9XlVJcT0t3QqOakV3rrrbewfPlyfPLJJ8jMzERaWho2bNiAlStX3vS2DQYD5s2bhwsXLmD79u1YunQpFi1aBD6fD2dnZ7z00kt44YUX8M033yA7OxunT5/Gp59+im+++eaa242IiMDmzZuRmpqKs2fP4uGHH252hT44OBgHDx5EcXExKioqAFhHSC0vL8f777+P7OxsrF69Gjt27LhuOWbPng1PT09MnToVhw4dQm5uLvbv349nn30WRUVFLb6Hz+cjMTERhw8fbuPeAlavXg2z2YzbbrsNv/32Gy5fvoyLFy/ik08+QUJCgk3aQ4cOYfz48W3eNiGEkJ6L6nKqywnpTijwJr3SE088gfXr12PDhg2Ijo7G6NGj8fXXXyMkJOSmtz1u3DhERETgzjvvxIwZM3Dvvfdi2bJl3Pp33nkHb7zxBpYvX47+/ftj4sSJ2LZt23U/e+XKlXBzc8PIkSMxZcoUTJgwAcOGDbNJ8/bbbyMvLw9hYWFcM67+/fvj888/x+rVqxETE4OUlJQ2zXvq4OCAgwcPIjAwENOnT0f//v0xb9486HS6a141f+KJJ7Bp06Y2N9sLDQ3F6dOnMXbsWLz44osYNGgQ7r77biQlJWHNmjVcuuTkZKhUKjzwwANt2i4hhJCejepyqssJ6U547EZHRCCEtGru3LlQKpXYunWrvbNiN4wxxMfH44UXXsCsWbM6bLszZsxATEwMlixZ0mHbJIQQQq5GdTnV5YR0BrrjTQjpUDweD+vWrYPJZOqwbRoMBkRHR+OFF17osG0SQgghpGVUlxPS8eiONyEdiK6SE0IIId0b1eWEkM5AgTchhBBCCCGEENKJqKk5IYQQQgghhBDSiSjwJoQQQgghhBBCOhEF3oQQQgghhBBCSCeiwJsQQgghhBBCCOlEFHgTQgghhBBCCCGdiAJvQgghhBBCCCGkE1HgTQghhBBCCCGEdCIKvAkhhBBCCCGEkE5EgTchhBBCCCGEENKJ/h9sOO5wQWzzaQAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Tmax cracking 245.0 °C\n", "Tmax coke burnoff 611.05 °C\n" ] } ], "source": [ "#calculating derivatives\n", "tga_exp = tga.calc_DTGA_stage(tga_exp,'cracking',x='Temp',y='relative')\n", "tga_exp = tga.calc_DTGA_stage(tga_exp,'burnoff',x='Temp',y='relative')\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(5*2, 5/1.618))\n", "ax[0].set_title('Cracking')\n", "ax[1].set_title('Burnoff')\n", "ax2_1 = ax[0].twinx()\n", "ax2_2 = ax[1].twinx()\n", "\n", "#cracking\n", "ax[0].plot(tga_exp.cracking()['Sample Temp.'], tga_exp.cracking()['rel_weight_twl']*100, label='Cracking')\n", "ax2_1.plot(tga_exp.cracking()['Sample Temp.'], tga_exp.cracking()['DTGA_twl']*100, label='DTGA', linestyle='--')\n", "ax2_1.plot(tga.calc_Tmax_exp(tga_exp, 'cracking'), tga_exp.cracking()['DTGA_twl'].max()*100,'o' ,label='Tmax', color='C0')\n", "\n", "ax[0].set_xlim(150,500)\n", "ax[0].set_xlabel('Temperature (°C)')\n", "ax[0].set_ylabel('Relative weight (%)')\n", "ax2_1.set_ylim(0,)\n", "ax2_1.set_ylabel('DTGA (%/°C)')\n", "\n", "#burnoff\n", "ax[1].plot(tga_exp.burnoff()['Sample Temp.'], tga_exp.burnoff()['rel_weight_twl']*100, label='Burnoff')\n", "ax2_2.plot(tga_exp.burnoff()['Sample Temp.'], tga_exp.burnoff()['DTGA_twl']*100, label='DTGA', linestyle='--')\n", "ax2_2.plot(tga.calc_Tmax_exp(tga_exp, 'burnoff'), tga_exp.burnoff()['DTGA_twl'].max()*100,'o' ,label='Tmax', color='C0')\n", "\n", "ax[1].set_xlabel('Temperature (°C)')\n", "ax[1].set_ylabel('Relative weight (%)')\n", "ax2_2.set_xlim(150,700)\n", "ax2_2.set_ylim(0,)\n", "ax2_2.set_ylabel('DTGA (%/°C)')\n", "\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print('Tmax cracking', tga.calc_Tmax_exp(tga_exp, 'cracking'), '°C')\n", "print('Tmax coke burnoff', tga.calc_Tmax_exp(tga_exp, 'burnoff'), '°C')" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.2" } }, "nbformat": 4, "nbformat_minor": 2 }