{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Jupyter Notebooks: Quick Start\n",
"#### Interactive Jupyter Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebook provides a very basic introduction to Jupyter Notebooks, including how to work with the notebook dashboard and create a new notebook. This notebook was created by Becky Vandewalle."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Notebook Outline:\n",
"- [Introduction](#intro)\n",
"- [The Notebook Dashboard](#dash)\n",
" - [Creating a new Notebook](#new)\n",
" - [Opening an existing Notebook](#open)\n",
" - [Working with Files and Folders on the Dashboard](#files)\n",
"- [The Notebook Window](#window)\n",
" - [Running A Cell](#run)\n",
" - [Saving the Notebook](#save)\n",
"- [Diving deeper into the Notebook Window](#deep)\n",
" - [The Menu Bar and Tool Bar](#menu)\n",
" - [Finding More Shortcuts](#shortcut)\n",
" - [Getting Help](#help)\n",
"- [Basic Notebook Editing](#edit)\n",
" - [Command Mode vs Edit Mode](#command)\n",
" - [Creating Cells](#create)\n",
" - [Deleting Cells](#delete)\n",
" - [Cell Types](#types)\n",
"- [Next Steps](#next)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## Introduction"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The Jupyter Notebook interface makes interactive computing easily accessible. You can access notebooks and files using a web dashboard, and explore notebooks in their own page."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# import required libraries to continue\n",
"\n",
"import os\n",
"from IPython.display import HTML\n",
"from IPython.display import Image"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## The Notebook Dashboard"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"After typing cybergisx.cigi.illinois.edu into an internet browser, the first page to show up will be the Notebook Dashboard. The Dashboard allows you to view and work with your Notebooks, files, and folders."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'Jupyter_dashboard.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Creating a new Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To create a new notebook, click New -> Notebook in the Dashboard."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Opening an existing Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To open an existing notebook, click on the Notebook name in the Dashboard."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Working with Files and Folders on the Dashboard"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- The New dropdown box can also be used to create new files or folders, or open a new terminal session. \n",
"- The Upload button, located to the left of the New dropdown box, can be used to upload a file to the Dashboard from your computer.\n",
"- Clicking the Selection toggle, located to the left of the each file or folder, can be used for common actions such as renaming, copying, moving, viewing, or deleting that item. The menu appears near the top of the Dashboard. The options available will change depending on the item you select and its current state, for example, you can use this to shut down a running Notebook.\n",
"\n",
"These components are highlighted in the following image."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'Jupyter_select_annotate.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## The Notebook Window"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Once you open a Jupyter Notebook, you can interact with it or edit it in the Notebook Window. An example of this interface is displayed below."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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iAlGrUJwA36M8yKn1iFvwlSkTfDjKcbIylQp+4QMIOSRqozZuIhBQCltuSRXC6JYRJMyjc0GAMy9hglXMUVCLMIVgRmHA6CyPmamlD+TggDQFqSJdFeVVeUSrIA9cTlU5qvAsfMK8masiCHJYlSq0YQshtdC4KMyhFW0jKMiUKYSiRVmCHCkUhhzMKK8qZgZBOciYByGQMFG1aEptOX/BqngmPgdJ28VFTW4sCs9o5bEoBl4w2eURDghu8uDjH+eA0FkehSEXNIVihQKSSIRcpAeyNzluCzVP01BAlXJUImUZuSGhp0LsxVlSluZpCD4PUh6RxyGoghaeBWE3C3QubYeDxyi2m+QFLbbHOsBiC4jHuI6g2sjh2qUQ7mUhni9MMBdLlCmQH1Oh+FyBuMiNrBgLLgWiUFRSkLhaVVwRhxcq8EIY8mbeRCuTaRNh3ynHRvrQObGqzPZm7jF9f99R+wbSZNjX0+H96Wzj9Jxcq1Njpor6LqKGuTXjQvdnAL6rJ6Zmd26e3rrxvz509nvf940NV17en94hzuooEld1qFVd00inNQ2Grz8F1xrzr/5eSb09tD5umog5YXMrkGbFHpdFNVrNmkIZE/aY4TzChFCiK6E1D2FvHumc3kdtQYsVETFkUbbUiCa0KoYvitkEphcTAZjBARMcIjoDsirAQIIffULS5LawjNA8GKqotxDnxwdZ8c3b6mEMikQfkDT/PO7xj77qPne58SFT1Zc/eMGZH1jV7rbH2xdvX7XfIXebXn3w1JoDakfU71ZuuPqyH66ZaldXnfedf/2z2z/w0dWdHlytOszP5Hrd3phl96A/7k56aGjTpxwtNccdXo6js8pRy2sJhZTxKJFBeoI7kQEOOb6GpoAkDFVFUGGiySGrVVi/fv3ll1/uczGorBjSTkVK9FGFlvI+8Do1NRVuaIs5ypQBh6ngsWgCMi9FRBNHlGzatMndNKPoEFbQaAUNHAcFbiEiqoacnlIYImxWIYn54PSMzpBjUbh5BC+qKmMV50OA6VEhedMuekJLDoEsTHCLpcSldQKXw4EQIDQJTwxVWUArI4EQBQCjZPCDljzOadrlbeyoChlbHtiyZUsIMXSbmiZTxjbGEqcco8BRRb2mkhCK34iDAyJFjVKIaLVRODkpCtEBJkHKIJEbVnGy2tBiG3xhcOMb3xgQcsmhJZV4C1XchZAV8KWYQJYUk2PFLgbX+n9sQb5161ac+YpWOMdLUDGUA8YieSFJoek3ZcAoJo9jI8+jFG6BK4dnkULhIC+Tb9y4MXxCiwmJ1A43lmISFzEKsLgrrsA5UqK2R9GCYVN0cRcROKRW98QKWtoIoSoJjsUfblyEVZPPPCsgc7JQp8mBBx5IChK5R4WwJcX3x5iTXqw2Ti5WEAffY9EtfCKLqgpEqJXiFhD8gwC5sIJMbWg6i3iL5oASVQsJwuK6MNnLPO1CBIlkycOfMvNkFVUXSkRC8zCJ5sg9BhPbFFK1kLxAIjrOxzDO3AN7CYo+1IhFMa0I2s0CExBGAQWKxQkgURKf0ojXad1uCoVGVvEeQyQSC2T3+awUMyaQLimXR3xSLoXgUImHi3/U5hFy0bYgLKMMnOBj6zN6hc8yJD+RqsxcRKfRjQYJgygvN2Kkq4JzS3HaT0Tbn4DQXTNGveoqSe+3PfOzHZ9m8FcBpqfHpta0x8em+36v1psQ2BOVrdyq8dmtO7Z++Wtf6bcmxnvWqNaqrXZ/ot1rTW+b7ptYxvebqa6c7bvIsOWb9qcC6rHQtnBumLFbrEveLBtm11Kh6LJnhRKfyPd4UFpGtA6emQWOyEk4AaawDOFuVqU7syJSEr3LB2czsJFThqz09EWFZoxCZYQM/9IdQkt6CGNU+NMhKgVnKXuh0QEHnSu2YIVkKfxFNdxL4Io3b44jGOeYYabfnXRxNjN948MP6p3z1W+e9YkDxts3u+Vtp262rjrkmOrQtVV7Py8P1/r5IVx349otl1VXXbj13G9dfN453/niZ293xG2qI1ZVk/5wwMTswB/IaHd3bB2fnOz2a99ZXmTNxDtczykclHbiHWVDEgS1BQinGQfxC+TgGOO4O45OLBbC0mYFgjZDHkHYgocQEEMbszCX4xn+0OhslEcShCIaGmCJCfjKUmGyaCFaEU0oBAr8+7//+9Of/nTkHlmKZ8oeDz30UF+V3W+//aIn0eEZiyLOCpJ6EFTFqGKdQlYAIcQW/+AoYyJ5hKYARyH8Q5VHUlAFP12FrLAKMHKRxzTAoifmypjDwSStj2Ew5VmqRug81yEMOYaqPEYrVPCVqfdbv/Vbp556asiDX1j94i/+ogvV8I9KUaPo7DFqIETlEcNYGllFOiCEqMcDHlMOw/gEsqQq3OI6j0RAgx8EtSmDf+973/N4q1vdCpr0z//8z894xjO+853v3PKWt+ThiJAX82MazmyPJ0EQgkgxAdt4CYJCyiFcmFPpNa95zStf+crDDz/8G9/4hmDDh7axKPhxUZjLkcRRwQw8OHEseHBiJgPBKRlaQAmO/IILLhC6jKVknAZnYYKJw/ve974nPelJ0DCHkwK2t771rd/whjc8+MEPDodwjsOhpbMrxKJiVxTGClVIohVNVCnjEE3gpGehjYgCV/id3/mdf/zHf/zyl798l7vcBVWq5uXh/4IXvOCf/umf4Gj0tWvXwknTqMXW1u5e97qXphcMGoLE0nDxahm14EvIwaFFq7QIPhdeeCGHPOABD/jUpz4FJ/aGZB5Drvv1X//1D37wg1/72tducpOboKWbhMqBiL1fXNQ0WdVeJkLTfPhEFt1AwJkDmHHY4/KC0nB0S2Go+LWcH5MjYilW0SSiYaaVw3ApkkXhZMVLWCnDWV7uokwA0fJ5aSaFKFP4ewRMJKR1lmK1Iji2iZ+oHecTumdWrEh0pEQQNdDyJKCCeABvNnFqS14KpVODhNXyysMJmjydHeE+mLLY4AeNnubWNAmJxEAiNuV9UP8bWKX6Lw5HZP1ypEiq56rO1BprhR31T3hcjXX8bbWJVmemU5308Eft7LrqH/hgybbpqjNVfe/8LZ8+6zNbN11t6Bu0xzdv3tpu77QWnqg2tFsb6w/4tSar/kSrcspvoTVchtVy6qXI3OOwdL1kiU+NrokTomU+2nv+GawEUkJLZ0lc7T3ncMAf5wwppJQBbRn+6fWlVy5vbJiXXh/a+KqImMeBDsxM34GjkFGu4M8rBCGepxUR0jycH+vjdcx/i8j2V9nMoPXqc8IPQFudbnXlJWd96oxj7nLiUXe/m01GNb666qyqeuM+T1IfQbiE7k1VE2uq1TeuDjhiv1vf99YbNq//2lfO+PAHTnzy0x1rD/SU+s91V3ZuHDY2Vt9uCUcrtje96U1c82u/9mu5Z7AB+4u/+AuQ3/7t377RjW7E0bzv8dxzz33Pe95jeWdRm9Xq17/+9f/4j/940IMedP/73/+00077n//5n0suucTdlO+u/tIv/dJNb3pTvsbNUs+e58QTT7SOwU1LYyj55ulHPvIRe6HnPe95WP3bv/3bFVdcofass86ycjIOIjnppJNy6AXftkrVD3/4Q2yJeOxjH3vsscemOTUwDrYHD3vYw/yFh7e+9a2f/vSnWfSQhzxk+ZYWN4k/rqBbfALCCtIvuugi/G058Kfn+eefX0INPCM1KmWEiWA7N+SENuHp9oAwAw8feWhZh0o52kYlPCXlBLdaaAEqg5euGHiYgBMHrQBjV7RtcmaXZsVcgiNHRaXooIBD8qAppxA0eRSGH6qy39YKmlKtREmesSFRbhIiAYmS0ZACUS+eVAtenBatmviUiQeaWgWCFrdoFT3lPABY2IIQ5xFnHB75yEceddRR1tmoyA0fHxFO2xXnRAGE0UdBVTalCPEMXEEKFXMSQgEuldszvOtd76LPpZde+olPfOIxj3lMPXUNNSFFgWgMlRU8RjRukauQqvCHk0cFCLG6kMAp+kPw+NKXvtTmQcAfdNBB8X/4zMvxCWfw/fff3ybH/SSSq6+++otf/KK/PKPHfexjH9N3YEqlaeAnLBXiW3kE0WqhlBjF3mIdbqyGGVfQ3yiEJ3hsya04/GYTLORM6AEHHBC2Z5xxxrOf/WwK1LruSl/96leNP5hofch6dPpOWJWNOg5xHXgamkV0k3CSq1U47LDDIEBWmxYBBIEgDwdwypNCqESoPFVioPBf3jRou59iESlICtvoHCaApb2WYUvzGAIn3FhXGIYw3liGSaFViA7U464wXJ5wXm1ItJECDtEkbp+HufwjnUOOVgFyWk0BZ2xDzkUQ0vrLM9zN2jR6PIZzxO0m7d6gcXu8FDPjRp1XASRa4V+ckDISEIlDgsNXYcUnYZLwgLOoegXedGM0WRT/JwiMNyjAtGKjghhIPLA3XWbf1P/H7rrh9D5cVg+zeniTfG1vtur4fmT9YMM26FTfXb/js2dfdNVVV3HpTH/Qnlxj4+ayjd+E2Gx/cOXmbVt7063Vnc07N3f9hawJ08B4v7txy47zZmfPb+/orZk6tD95SLtzdFUdUQ3G6l/F1b8KGt69eTuzXg/X4vY+JaozWpYQzbS198zDQfCIogwyyqJIur6Y44Nb2LIlnRGw9LuFguBDa07cIV+ICYJnnKMMrQwCHrNuD22Riy1LSQdJ1fKDZ3gWZYYRUs8Ry+i/qJ57A1z55k30WXWZGKwAfOW/P7jkgh/e98EPX3XUrSr7rrp1W4OZQWtiqmqPqa//mkC9+O7X27k17qz61U0OPfpBRx36vW9euv4Hh9/pCL/w7PdcU4xrt/qt4OE0GSf+7//+L+/YksWbGuNLX/qSsheHbN7gxHf+8ID9Gzhai1ERfOWVVzq6PuKII2zbzj77bHs/fz3QefPnPvc5J9Z/9Ed/ZDVsQW+RB81LQcf52squ6zV8rJy+/e1v3+c+98HQHlJn1t7mXWsmDezI2bpQldZV+Ku/+itLw6OPPtqejdzPfOYzJPqBnFP2dKoNGza4PSD9zDPPtJEjCM/rbGYIEilSzJcz+Y1vfOMv//Ivl8AiQkzHXcFXLiN10Er3UyVhGMwM7sglQFXhVvjUsofIdFYlp4M8TMI88JCkjBt3ZVcAuXBI2SPyEvQeqRFCZfChOvWrbsHBOeJifsowocUtKXuEqY00azotzEIb0Zx/xzvesQkn16M8QrFCgi3pCh4RplYhVw0eVcV2CNEhTOAQzfAo71GhKFmQQQKUA6It7YUkViuokigm1AVwSECOP/54Mbx27dqmGtCG6DU+hsrRMAYCxrHycEYLLYERA0O+MIf53//93+eddx5CfN785jc/+clPhoYKRFKGI08Z2xRAmlqV1oQMHvIgwA+Hol6YBOfII4/kgZgThXFemOIf+xm0r3vd69wXhRxn/dfdl/3nf/3Xf7l8Mz7gFqGQQwhNWfPhrIqgkBcmaovQlKNzgCAxUAFJgj9l3EQONK0cKYXPvAKhxWOOnPjZxikkcnr+67/+K80JUhbqhadHUqQwVIjacGgSYHROmZkYqgWUQh79k0ecKqwgF61KwKgChCYpSOG893n6ApWwCtuI8Bij6BMcqg4lLy66dseu0wHaYhIzFTyuVM8ilOiosZADzoDLMKdwmoMmMY2GC/ksBQl/OVp5QlRBSBSVSJfSiJir9bgUw5XCw40soplwfTHHhyZL6Qmevt9cmAZCE65IqDQ9GYbxMPLoCS2s4vzky3gAcnEj5FjdlLIU7fLmLEW1N3CqMrb4J84Jw4RKjGXO7ui/N5rsi7T1ZyStWevP99eFOtaGSbcYq7927rV6fwbbuP+Fr1z2iTM/d1Xnphw145PpJvfBjHKvXpVaos4adrv93szszGT9l7i1sz7Q71gsePeye8maiUvas761fkWvukl7wg3fAVajc7LqH9X5msmup+vv/4l/ufgUBhmfrxf2zQ6S0a8E2PXInxNpLiwpvzzb9GJ5wlu7sFoCQbiQHEKmiULIosR/WSJmAAkt18GUwjPmR7dFFYMZeHBwzrpiUeQfE3DFm7d+u/4ThfWXJuv5tVX1xg6+3T2nvBTuGrqG+JMB7ZbftnkN0nTreyT+vLzfgPYc99Z/hL4/s7M9pdDZ73b3bdkCuaNzROT3c1zRGut1xiwluI+13GGqU+ZHj3JOd9ybSPLI6WmMkvMjn2oGl1EQ7KPgv+xlL/u5n/s5HOysbLRs8/76r//6z/7szzTtAx/4QBd069ev//73v+89IiQ4aHVbRLnNmEc3aXe9613d0X3gAx94xCMe4aUsi55y5v3e977X390Df+pTn1q3/GDggP8Vr3iFd7S8KEVhciH7Hc7HP/5xW5pnPetZLgNpLqlaJmFVRuEYGLeQXuAhh6kQhl/5yle83eQ2yTrVmjU2rlu3TtnG1d0gh/z8z/+8164Yi+FQkRZ77QdsKf1pxXve856WjOC0BYTvwtB5v20wKleUYtR1pdsMDWHLaov7gx/8ANBmlWJpl29961t2SoCuQ4njgYS4bS1VSfnCF77grtLZP54uSTgKgioc+MrlpAsT/NXaVwPygB0ynDvd6U7xQ2y39/ZbRBrSWbvjwxvptGXlqikBWaQgpZd6jEr4wNSINGcCnUuf50wMMVeFg3uPyy67jHquR5wFHHPMMYnPaOJq97Of/axjBerd7W53E3JEqELLvTe72c3c96rCR05nbXHnO9+ZXdBQcTWI0wEbldvc5jaEwvT4+c9/nieRe29NWxAqtsvlYUyA5pjD6QBZa9euvd/97geTaLXM8baeANa4LpAB8b/3ve+t4UIbh8jnBVWMklPjLW95C52JePWrX+0SjD4Ypq1jDrls17PYYnusffmTl2hLAQ7Hh/78CVM0uhIHVAaHyQl6n2sxramMygZVlQ7rrs8dOFWR8/Y97nEPmqhamMAFDJ5UkiOJ/+V6xItf/OJ3v/vdAlVV9El4O1XRNbwISiutlqbHXEMLUVXIb3GLW5DroAdnKQqIXg537sOTNoTUjgPxVxYqGh3EIZEO5a9ZAgqzhWo3IVoBOQg18Dcu5U+dglBDo9s5Q1CWME8LguBMW94DFyoCQHcA5zE4FBZv+q9co+iwavHUNPBL0+OgiwEKId1cCKVKzmPRXwE3ZeRcgTwKpwy4+wlJQcanlDEkQioQteEPqJZzYngcXtDmFWI4fGiRRW3WDXnPHXCE5DqVxyqBEd3wWUgSEQvhTa2IDkKsixVNhGXKTf7UCCY+pQVxAwzn5T2zjJTlq9JMmMcPkFdkwqLMm3YthUAc0em2wYkCcm0hxfbi/MDDmUM8okoBn0IbXy0qFBA5SzN8RXrhvxRJqFK7O8jL8FlRFUOip65KVQ6JycppIHA4EsiKOP80IA/y4RB3X3P7t9qogWPiXqtTf1lyp1Vp1d6wrTr9o5+e7Y9vnNjpbxH7pa/72a6rOQ8u4bpu4CrvnPk7xd2Z+tdunX5nzLfU7Yd7FsRjfgPX6m8c7NjG/f3W1Tu3VlMH3KJq7V+vh7Ntq9e3BFsUr3jJvVQraOX09LRyBrelkFcKFy1IEkgZcpsdcKXcFuLTOQFp8SNis3JTWIgZiNBNj/aoUEfzUMN0tIXdjWfiFiaELXxoeVSr7eI9DAGl8kgWZ7J6GX1U4V9IkIPc0P2LPStK035vZotkm9SddXjre5I+Dbmzdorfc84M+rPgtScGg22Dvgsm/7b3678YMKiXVT7U4wdueMwC1t+UtLD2bckd29XAUZHEL17WeuITn+gtRwusAF1zPeEJT3j0ox/tHaqhhPpFRwULHWh/8id/oj2C6a7gUY96lPfNrDiDmSprQbuvxz3ucdaCaCF7M9MJt7cZla3n5GhJ+cM//MMghNAPUdx3Wf4GSD2YFkMwn/vc5yqTEqDyn//5nz/lKU+xnA1DuyZvmhHqQi/KFMxSQLUwQS4WKTt3F2dW0jCb4gqhPRWEhz70oSeccIKCYBVM0mtf+1rbOZASXqeffjoOkltBC/HEaDqDhSaHq7IwtYx++MMf7q4vVXa8lolPe9rTsJICTNk2OJ6xt8EwwORWxu5tMER729veFn/XIKoiVMFa09VErLBtozBgciLgW9/by4XENrLYa9NicwgH/wKsrWr4LQ70+iuGNg/Q1MoDj/+t6TGnJ2+ED7jFN2Ds4hB7nqgEGMO9wRtyDP/u7/6uKAxBskTmQFVcDZ/rmhoKG5sB4iBQPi+whTB8NBl88Z8RMxKzjRSKMG3qwlCEG0FKyyrbKquNmSJWlWC2xygDDXJdJuRBK7otLNiSkW4XbWvk53ZonU2gKpFpz2m5Dy5F+bSssEGCoT2YDYyqWAFNNNppqBISdrk2V16Epl4ht2O329QrwzNwrsBqoYaBpC28wIzkH/7hHwCjZOAOWTB50YteFKHr16/X3DCL3+hmaxqqM888s6iKCo7GchUfQTZRdr8QYiYmmo+X1JJlKvqFX/gFVMXbZc4z5oTDMvlv/uZv6nTveMc7cPjjP/7jtI5cchdHFiXtrJqxatMVbYs+tvd27Ehi+0c/+tFUFaPwURaEaURe1WejZ9R20MBF0VPTuPjVAT0WnkY2jWugK4YvY9SiVbVJu9I8BCOJodJxmJOak08+OcMmWxwYORHLOIMURD6PdtHHmGmz7UqW2h4LYVRYlCrAYIbEKx6nnHKKYWchPjT6RNDC2gLxer9DCo9pmuSldplC4V9I0rn0Pkb9zd/8zd8Ok9NJ/U6QCFetY0ZYhueeVdFEL0v/3TMOTarYVYxqVpWydo8haXrIRnLDoIMkxyvQ4vam85UdoOhx+IcPd3nz3Hj4yU9+UvQWVkXKogUkXqIpHBbFaQKJK6kJv2HKRDPcCsGE5bypTGekq+I3+Q2jyb4kxRyUf1575IjhP8u3oSdmB7M6s6HtXZ8597lv+PDTTvnQQ1/36Qe96hMnvebjD/yjDz7gZe9/4MtOf/Dvv/eEF737/i9893EveOcDf+uf7//8t9/3+f90t2efeq/nnnqf55z6sGe+4cyvfW3DlW/oXfnMwflPGlz8tJkrnnb5hS8cDL5l5aujc3mfOCvTWjRNlkyldVKQZ8WyJMFgYPHgjiFDAbTl+9EyfBZWFWXSrSwYyiJtIXIglkwpmH2WwmnCnQKfcMIJph7HpsJVx2zWzis3TYtKNgi0Ul4qsIsJ69evtxcIFbbgmaaJdl5vceL+4MMf/nDGhDgztIXDPGWaj9hKqMz7mSWbtc0ybtfZoE38Uka4aLrmgNOMvjvJD93avpHqWMKfop+Y8DDWm5kcdOtXHr0B2RobtL3pa5tcrap/vFl/scTvN4lxdNGtfKfHwcOEd39X9afH/B17xyG2yFOrev6kQL+aGB4pUtraAg+JU6wnQOjm0Sqk5FzmkVVZlFgIpgCShYjXJt2bwQeBqY0tswSKsv1AkEWPILACtlgMxFRB3PHHH08uEYAhl0cZbaxMnxxUa3v45gMKYCJft26dM2/9qhwS08Hn4yzoEUoekShE4lJuh1YQStlS7Pxhwl9QmkQlrDCJcyAIkf/8z/9kiI0cQX/wB38g/9CHPqRT/cqv/ApMMx8SDhHTfuDHWEtAu00Fa1M/52MF8x2HoPK1D/sBcxjX2SF7/Ywb7Ulco73mNa/BjW7W30RI9qhmTXHspF9yzWiLayOdFQ+e+FtqWANBc5mJHJoNs4JNlM0Sk63YbD9MvQjhy62evexKYQtrUiDLKcAT9u03v/nNQZIoI3FFHlPAE74pzQLOLSu/kaX5rMaguax4/OMfT08qhTl8Fz6qfvd3fxeEB/R2u1ZxYlVkVQ2BK5wmqDXB2xwqWEVRieetvznfEgoHcK6mf/RRph4H5jZSmQj3PH4GaZPv/s13Qehs4WUbrLHe+ta32r7yvK07hvAFFemxi/72OaJUQ2s+V82ONrSduyCrOhJFLGTetv62asT/Wc96FtpyNoEh8uhG1aKkgkfJ1TSdbXv0KZsW0q0SDVLYwkFLIseq0ogcaMOpmaDhjAQtBAFJJQZqa3t19go8kwFMyliBCQmGU8+CDJCfBSScf/mXfxFCboFErMATkNFwYR599E1VyNPQWllPf9vb3iZIILghpw/dfBdEc//qr/4qp5lCOBbcqpfPeU9revRbO7ORxrVZsg/nQ8zZy0DB6fKQt5mjFiuqIiRaj9ABXW1pLwcNmg9VGqv4eaHyTQif6wX2LTYq6TVpo1NPPfXggw8WqEKRLdBQCQCep60fc0YflhrQTjzxRF0Dms0V3bjUGZMOpQkgIEQi4ayKRRpO3+c30yHp2OrCLIIDQTvCjEQ8AY1vRjybZG2HW/QJQjEzj/NM8wguGSpzLoObxwJXsIOlv06ti9mIcrXYgKPDOiWBQCVUhIZKngSokLzwBElZvOHDpZqDOU3kQhU+xQSPMOVpQXJ1HLWhLVTg0DS0A763v/3tYZI8oiF4ROiFCAOIctjKi6xgJoCbHJRVBd85owOUYGaOU/aagwFN64tbP0k1vpkaBAlf5fwo3GBKykWichEXDSNLnsfge0wCDERn9KIBID/UTHeNG0abAIMfeKkNcF6uVjva0zrfLMo0cYQxq/kNMC3uFt20DiKwTb4aNM7RRtFHbkTKaWk8LFZN9JJDHAOR6Cr2NmXNK3PUM5/5TNID53DaRkmFEgNqI1eB251MCVRyY3jyolgRUciDAN4sFIbgzfYKVZQvmhSeCoLcEGS6saZPZwln+qSTNpF/FsrT1Xi3XoTWvzfT561SLUT99MyFQjWY8cMeE7M3K7dsnb26O3ll+wAHipN+6rO1P9WdGhtMdbou2VzCjW33J7n3Xz0z3uv2Z9t+2tY5sP70yeTgiAM+e7djr+p0LxjsuLQau7yaXT++/fzJ/mXd6uqZ+ouVepw/7e1rJzurll/J0eT6TGJDi2coUE4HESRSifAUQAhulj0OEetsoU4lGtWisgBI716IuSJIYWvVannjhM6ezZG9E2GvyJmOmxpCDr48SuYxOBaTtNL9WV26W6qg6R3p+9QD5KXEfxDMXyAWBpY31hWuEyySrRlMeZxJFlqEyXGTPIKXskI6YJkaTLspr8ghK0WOSnNU0WalOSNm6zszN2n86jJt+K8+ZpgzrzCs66/9zwFBfRZRk7iS5szBtNedhgRu76QwMQ66JbNwL/dsIEZko9LFF18ctJp4MND21jRWYMoiTG4VYo2SiTY4IltSZZ5wLWZcK8haDrnFIkgu9yzTc8ZPE+Ryx96A3rzCxEwAU9L21j3WphaFJhLTjxwrEKfabmaCJiLpnFP/QJJHsSZkYbnpTxNP2izLd2WxkrZ0f4hWfwAUl/ZjAgtEOEIQtSARZ9lt5+B3RApW2zhYpakKvoIPWiKxKhXcea8vEyRufGI/7A6qeQ7qHVRCmQzBSleZE6zMPGoLDP1kEZAsQO/U6Rt///d/r1ZS+853vlNtIFgRzc+p1ZG0uOsmCCRa9DDcJQ+fxC36G/xs55AUeMibueUgJ6RrIcEwOaBQgeksWdklAz/gQ3M3QtbK4oEfeMynLygDcxhHXdFlv6q7wrfqxTCLqgjN+szqE0LufGxOonMQrKRdbmgC/N2iYJVlevgLexJV8QBNvDtnAZHolUfVHDH86Z/+KaPgExTOcgMiW+x1lUU73TQ3/lGAOfaWjhJAcEu7F1qP6UGBY+uy1ALaWg0OfA1t0MyODkSzely3bh1MrRk+AoDQtOkZZ5zB1ToIWghhTmEIlpsMTPvqSoXcvZNawRBuds7F1YEsmuMPTjHiJFphImAysSk7YwsOxwpjyVat2Gtg0RAinH/ylnWCHE/47i31axqyFys7pejAHF7VOsSJQ5tStZJdKIQ4PJ2CSnawxcaQz8upJ1A1ljW30UPLOggIDmWw1TV4TCey7cmx+qte9SqiDS/Q4ltCoUFOALjyFQw2qxDQynVDXR5QM3m0W4NsmI1zaMgnpc96fP7zn2/n3zzFRyVxlHvvxCGSkJexMZZSJgzhxxuBB8jPDjtUBRgc+rDIOShgFM59r12od9ctu4kIqzBHxfCEq7JUuBWtAuRDxzQ6nUfahknKzceYULwBIczhz5NSONAzQh3B6OlISlsUcgXJeiUIoY0U8Ca+x8I58JpyqPNznvMc3SpqxDlFT0O9diwjv1YWtDkLz2gcJjg3jQUMn9TOy6MGcaFSG330XxNEQQ5CHpXjCnkKBa4AEuXDpxAaphwZBKGYbDoT5wKVXQ5Wwse7Mx79BgErY45hOQf2HqOt8xqDp74juYeMOEeN9jN2dHAcqeDghCUMl8oRGruEqDiHgzAp+HE7iMeisEdU3gDP+XoxvyBARlgei/kRESnhPy+PoORhG7uKCI0YiIKPpTlSsWoyfynASVXI53H+qX+0VqtXQnnnywyVFeuc2ZagOzWhy7eXveWjT379px/22s8+5FUfe9DLP3jSyz98wov/86SXnP6Il/7bY1/69sf9wdse/vJ3PPhlbznpRX/+8Be+/lG/++aHPu+ND3n+ax/zktd/4Rtv3r7tndsvffbg0ocNfnDfwYX3nv7eHTZd8Eszsx/pDS6vhdezolfSjL1z8+Oc8AX/Kw1UmjuBtABxDgDN0aTBPPGjoZPMay9/+csdcBgtDaSwRZ0Z3CzggssU427WUhayicYZJaAJOn/E2LmP9bAqVGZD0+L69ev9FMhS0Clh5rWl9Nmdmzc6Y04fJ6deL4qgxKdBQD/FnBSzreNLKxnDPhyd2pHNW9/6Vmq4JYNgHLDucqh93HHHGfT+8i//0phg+HXiSW3I0Jz6mXz1CORMIFqK8oYO5FkCgRghITvGVbY1sOI1ydpMmguQ85uJmD/9AoiS0dZsYtqF5siMw2G683CMG/6L5qQv36CLUgEOFZ/Lmo/1yLii5AjRcUKrOzvmzs3flK/TWNWr/9q8LW6r/uWnE+icOAAMXMHV/yyX6z/EPe0fqIf61s15orG5VU14T5iG/uhbZ8hvicwCyIisLRGxwSODxIHHBAS6rNUSExwKHxp45gD49jZowREmdyBnuWCkhuYEGqaYsF7xCN8jDppQGb5EBA5q40d3r5bydm7a0tLWwk5uYXTf+943HODjQK5HKbQKgKU8rNmtTIe0D/y93/u93//933cbJnd1YyWKWFTJxZAfTbGIgSY/i2PmyBnCBMtZR4PMIVpHpYPVuSFA4Nq+WktZqmKSfoiEJ0899VQzH1prU0fyvq1vBwVHLSa6PQOxhaAW3IRn3jW74+ZU2J4HMLtHmPZ+eiYIfBwsqZVJoTxkkIwdgHi6ctEuOrAVrTmJS10oYavWuGMx5/dI/B83sgV8qUScZuIuW3oDFgfKXUPZxqjSdfnKiTJt8TE62IBZwtq3aHEKmPjpY8hQdvVkk8DDOj9PcgtafjArk87tXEpPq3n2xktoi2KMdYNk+KC23yA5prXwgqDnk2tgLQMEEahUIaGGMt0wpLBHuYWIKkblR24gcISHghakSaLO+jstqNaNHzfmF02YSIAlkUhnjwrUc1cjNliHjzFRGxm/SBQScDwa2UmxT8AwlgKaHuiJHKbVg4IFDX+6+JXrYtTDH3NMUIleb+cqRA2jJK3iMcxjO7YFIWjz8hgCmThdQKcw+Nr42SfTWS1x1r4Y8rlI045awbArVq2nxRL+YRJBqEwJNidI3Ga4SQO3JCLXFMIWVcbiBDYcBeHBLhsh+202coIhyKpUbNBKmqdz8xE+6USYiRnrKpUtdv44QxNvcgGJiRBNSIi3888/H4ILJSQaTi0qAYAPe/HUWeRuhJCjgsBqAQMBHAcWKdvPwzQCiECGEAFoTJBrekaRIiFHFSezDgQCzhAorxayQYA4jxD0NSLUmkTtJUDMi7ZnZlONLrSMS95kCxMmQGApdxlFlSlMnOHCmEAWuTqL3Qt8tVYbChDEmEM0EAcimAPGLnsM+uQWNEAcoGkUDScmvVbgOpq2lhFRWNdWYJHc+kaOEJ+cgslNFnq9JZHlkYtB3OC47zIOWEW5ihR4v/Ebv0FbywXNxyfMj9OwxQ2JQvLIMhRgpUoiK3fmwtKgRH89V+xpESFhaSKejV34p5+GA0IIIEZF4phJIsNtbDDR5Q19vCS0MLHsIB0HantZAD7znTDqL5pDK1i+YAXHEaSWiv66PIjg8XNufUfT4GCQR2KQ1KdckuP/zGc+swQt2y2/4LBXOeYbRgCR4+aOyLKJ7aw2Wno3O3bJIWNriOZSPzD2KIFLjAWRs5H5FFbFEMOOArhp0WmmkwWGxz9wrFBNFjxjchRgnEAl3Gq+iyVWG4etzDAhiFE446bvu75W8GqGsFTFV6wwgjnZEdWcY+HotBe+gGEapzGWA6Owo2e3fyA2V9gC8oaXUECQmBDx50lMRKlaCR/DkSaWHMfAJDR3vExzHqHtSHHIhaFH6jmK0qmNt1GbiagWM/SnHMbmodm7Lpeu5QMLmJYFrX9XXLWpjq3Z3nR3a781023t7IzvWD2+8UZjl93n1pOPvd/hj7n3QU89/vBnPPSopz3kpo974KonP2jNbz/x2Nc97wH3uPXVs5s+1+lfUvU2zsxeXbUNzjOrJ3a2Z65qD79hWf+kbuBrfPVUXi+Mr7+kQTU6rY0SAltDSx6dEIkcZ6A6oysNHVA8mPsMDjqpqNCnlCliQjEIG1WsXZ0DmtSMYya7DCCWgmY04Wf3ojvYEelBe6y+7ibRWU5J45teQGGPmGObixC9wx7MGlIP0oVp6N0r47mhzJIG0FGpsVf804dd+qBh39rJUb6jHN3cV5r1bkadfPLJcKw3mCMRFOVZxGNE67Y4ABrlcpJrMuIiB8f6vvdrTFsIrRZALMysc4x++qA5ziBmkoLPS4Yp3ZBRmmOP/bObhMWK2m+7SVPQXDvXXxdhsk9J1h8i8de6W9WYj5JIw6GQi9xDe64LpvYSr6Wg/VrV+EQPVv0NIHg1K59ByRawyJpXoC6Pa37uk3NrWt1kbPhTjmGq0iRyPtXM2h6CNlO21FbQzFjhj8pa1s2pJQvvZ/NtwsMq/OX4eMRWZKMNTwXrfgzNXnZrRECTonOolCETJI9u4ICxAsMgryh/ylOeIiijPKHxgEf6sJEC4jJqBAdw7dq1REAAgc/MxG7W9874pegQQqpyKWSYvriQHusxZ5ZeY8MTPghMh9n6WPgLdwWv/GUxFCfE5DDUcDwm4RzNwyrSrYbNZ7SlRpwMbudgZUBhskzPFmfW2Tmz1/9dPVmjxJMMhL+UV/HUk029wYk38IRPQwsF9xWmfCZYdVlJUM+xExtpaDrUe8miOcVwiBvN69YiFpRmbhxikRxbu01oEuZRicnIQWIdWo/UEFSWL/hDKMpjEg15TCsPOdWxFNfRKl618rYVl4KAHJX2slAWnDFNlQ1zaFHRzRwPLWwj0SM0CqQ5IFMSpvWB3A4hZxmQPcLMx0XWrVun13jk1fCJjeIBGlmYGP7YIsBe//rXU5sgIiLaAgU+TLFRRj1U2loenLgUCcLEWwQRujDFgYSaimzLFeDgj8Qtn1MP6yfjvhtRzEWpBo1KcphESKQbDXBwtCFgVPGGta+5zbIPH5gIQ0tPj/hrFy2VMcR4Ag5CNLvwTAf0GEFIFqZUIWQye8myXPNumMnMitDNJG/zM7Za0z2YApLsgvQRj3iShVwAsJFo84rVG3LRqCoKKJjt4nmCrBTpr4FcUxRzsMJc2CvYWihzC7SkCELrEU+PSR6tCbwWa/PMe4LTO6VmaPrI7cocpjofsX8wHSpYW9h25vAFLROEhBWwFTO2IAlahmgsrcm9JnLbSwsOapvjHbui8jq6UVE3tPm0VbYEcdBDlr0H840SttM0jCBqQ6OhLYrtliNVmzQHUsiDSQe7I1c97uFN5IYaewxLaptb/sGQVtlyGDGs1I1IClSyZ9BTDAUO8rSCNtK1GcLhHCjFSyAFqMBMm21MrLdQ8YkDZqsBEegEkALeK2EItwhd+zpzjYQbwnDGNoUSdaoSeHbp3kO2sfHxVWxZRGHKJ8xMhS6gqG2JptVsaXRSXZu9xBlALPjoYJrgK4skGwz7KwVNQER2FPbSnGnvZ8molbkUAuVpyFd2uXoKDROffCuqTa/i1rmPxvJomMVK45IrLDUQWp4xrNkJK2hQBirwj9DV7rpYDlbsbG1yUNlR69RGEqFOARIdXmgpeqpV0I8YnkMuSz0tpQrDNMrCXNjzvGMvch0TWFmeccYZFr56Ypa8JOaol25YWS+S4pbYqu6UU04RmWLVUYU+C43b7eKEhNgWbEzGx1yjZbU7b/CYvbS4tbDmSdxw4FtDFt2MA2ZGbSrOIXOIeQcfJmtZ8Ya/qKaA9tK4HMjhQlFc8Q+XlgjJqLjQ3p9WiF5Xd7yMUvWXJ+sn/7PyHALrR283rl6z5orNs33XCq3xfq/bGnQn29tve/P2Mx/3kCMPnNly9cX+hDc6Xa7T9m2qqUF3Z2/Hhn7v8v6Gr4/NbOqMbenNbvbWan+2166/ZLKt07MYdh8hr0fmyB0uiYdPe50JSzwEgPDW3IWffYXepKu6fzaJ6OOOfgSPmPeWk6WUnZjtnHgQM5C9yGOCMFoqQ1Br1MJQEkjYWiobxo0G9irL9JeiwLwCPfUOwFLwmDIR4KkNFVvEtk5qrAOxH7MgN+cafk1AVpXU0OVd0NHNaGPaMptYAdp6WbaZTUw6kkGP+Y5QlZmvF0eBSFTWUyzAdJCU2UWESw7G6nFGOV2V0/S12hHttkFMRzaAAJomeJUmOq8qquqwplpMIFAPzxsmLTl4LSm+a+fG6f5IgL+SYe81sWO49/J5u079IZ0hQ3GV/VvdW+Y6TP1XL1LrE5XDb7P2234X57ptpup3W2P1L+PqHrX0jkYzW3cahcWZBaIGyJiuhVRlDDU9aHtlIQjOm6oMXsLCcCZojKQgyPmdjZhoD9O/EDFYaxihIOhxSKRCFiiAOGjvcNNnBJN5ghQ9wWwKGQl4hk610USBCDlC4vZ+6LRGjOZsYVeaiW7hTDpBtKIqNOXslyDQMH2GH8xM8K0p4dg5sNcj2tgVB1IbBCEgQoI4Ab6DmQiVM1nU6jkw8V+3bh2gLqTbIAT0iFucQ4TppyCrBZHg4C/FRcSBUDI64w8eBx5//PGmNwsaHcZaEAfzFkL44Zayx4UpykBgAtPwh4MzSHQwoVq/Oow3KDi1sinVmRloCetyXGf2aDXDV3Sw3nJNj0MkRsmwjdrMVGUskJOiRSKFGhCsVMCVNYRBwaG4laUzdcw1ijHL6BMTUMGkbQwEpJIUzT1GnMcYCF/gGXSsG4IGp9irFjANqjVxDg6fQItPQFKwUrTCADcs8n/aRQvqKXzizMm9isaFoD8a/cMBubVg1FZ2v0FDy0em4SBiKSOXSIEAM8zjKI8QsIKg8wpj8OwfIEdPtQsTNGEWR+EQzOI0KyGrHGtQKyoTmAa1+tGg5ioa8vkLX/hCZ3ukI1RrYmO+HYKGsLi3erPMtWa1KYLjR49w2MXtJBLHmaSDqCUCMOYUo1Kbx4XKg6AlWoITw005Thmt8GzFXfy6RbRt07hxI3zWwU+74xA4cjsoAeCQJQcKmiODBgTqFel8Kywx51gNxA/WvvEh5rwkxw0aETBNS2kCOSbJSxzClOA4oTQRmtuwckNiU+QACDKVrLl1HJsEwy+g3gFCAUwiS6Mz0F4UhIjixqgt538HCpTBwYSKp2biLh2TaJOxRbCWAsfc+p7y7DJW6M4YwnRAY7uiQUU1KUzW+vq7WQCmgyGRYDK21SHIgpvmpn+d1D7EIgaTmAzZ/pPJ9Le39FaSfQifm/gFGzSL6VgBJ4ZY3EYAAEAASURBVIV4jBUeY1HgdiOJQ81kI5QNFSphbxjhLjtD2wY8DYAKTpe1u0cMFZJjGP54SizFQfRmgcIouwKHXzwMLdKFh5BI41r069Fq7WbJ1aON4aeddprmgG9B40oHK5ytnJxXIuQxqtqAEWRIxIfb6W9lY+MkBpAIYE2GA0IImgMrzsx86o5deDhVsS5kI+ugiQSRExI5M0EoFntBqGcNIMzsdoSZjqytzWIQkFMmBRriQyhj9XTbIbcQ9mDa2imhi6kgxJNI5iWsdOQ4ii2GAq+N6VnMoYABX3CixSS6KTNKAIg0UW3naQHtzIu7jG+GR2iGIBs/5hjwBZ7JyykGfGhU0qyaOwtHornOTliQW/NkyhNjXOo9f2MpPwhvwSzYDBGGpgDt1uyN01sJtbp1Kcc0bokr5pn5U/9oHPHOV9PMPLg+qBecLR9wqMbaleGu5ZRKkM5MTo1Ndac3H3Fw+zlPvON+gy9MdDccvMoxlk9MesXMV/p2evfAyVKvs9EvfjozW1cP/IWAHYP+9o5XZGY2eyF7pr9tfLCq6vvsQ69q+7XbWL36JUlsDhfITX32rCw+EYpwUae5xVj4iCvdQXhDEL2iwsGK1jfeJlAh5yzPgAniNERgQNYrDRHpd1iJUuTpsx4hCH4jc6TsTY6VzkK0saXw0Y/s0xz3MMcYnn4HzcCSpZQOZe0B38jGBOQ0NPMmx9NZhloQYwI9wTnHIKa/MAp+eMLBFoR0b9zkIFuVCUWVMHCzrROB4GC8AuQEcwQqUvR9BdrSyoEXt2PFvTosfFLg32CpngNWlPx4U+yaj9y2Ob7o+HZJr/57FsZMH2XdlepXIJXt7eqrtbo0BxmWa2Qx3JrxmZKuyzk7N8M7L3iFctHEa9qMKznRoCkcoWlLZUe8phDeRA6Y1ST/SkhMFZohwxYERwuGXbOOSIUs0LM+MO/CN0k7tDCXaPWoUYY8CkgmADk+6SoW3LqBWcfiQMup0niUTIvSRCThAx5u10tedGNyGJICGPPJYhQd4hBAnQEkVFEekNV8Yh5ioCncrOwAw/m0GwaTh6mXXUiYw4eQEUqJb7MRicjx4VvnsmZrjzxgHuJGncdSQA/ETdJk/OZ0RxUSiVDIaOmPVZiTYuazK9CHcZOis0twc5sdMoiGc65p92gO08HMbZjH9nC7Tg9jAgcJHdI6hcTcaaRwxmlNQGGn1FSis/lVz3QibjVGGaFicLTJT1wZJb0k6VTezBqF5Q5lre3EmOMu/meyHCsSURk1rMUpwHBzNuYWi466iXCIwFjSeZ6LaCuK5FoQMg6oYmlkEW3twhVEQEhV3hOgA/2Ln5mJDzRM0IJbKQIiAUktDgpyja7gvSBV/GDZaknn0VqQ57OxNNDTyuAo2u1jo0D4649koZXcumAlxoytzjhEmk2yGHOLy1JdOGbCRMs6yBh6FMAZOukDwhY81S6VoCUsITDQoyGedXgqeBRXHulsocNpJ598Muf7had2N9afP/y8B0wnPk4fVOkdXtizbNKIpkBTl4Fbs1JDMOssItzyi0WcIEjMLuxSazTQxLGFXM50IsDMaLWU/mkU+Ai1Pg9YAkK2pbfhYZq3++DwWIyCyS0Uo57eEatJB9d/5WYXufWx3GEB92KLuUerPfiZAk3qgBpIn3WUqHW0FIu4yyAAmWjKEJrGRehRYpHakkCCo+HcVlEVZ90Evk5qY+xuWWchiDewAseZDqQrw9fE4DaoqBiiFhx/QLsOV7hErFu3Dn+GhxCaRz2ILL3SQoTzGQtogyF+KIm/xoofdAo7NzyNIZjgr1Y/NbAAetSCaDWf5tbWgISCIwenSYlDMYCWyeAKcmWY6Tse0VJPVTiritUgylJqFRDamWsdtjtd5i7eYIghhQ6GDhdiytCQ0E1BGIcQJG2BOXjKEUEHSkJTwBB/ONEKEA4Pc5ECL4lkOGqFgV2BcZsyvKEtUMHhW7XKRGS6tNCx9RKQPGljE3MM/q4NKc9RrqGe9axnaan4MPzpzyhyzSYunVLFHAX8qQSNespyCbxEgrKhxnBkzlXAWR9xhBR7QyJPgQgdlk/oTKITfd1EZ6e24zk7nPSySFmYczhx2gI3TeA1KhaxzgYMBC2dqVq05YSoyg8U4xZVCnJw/AUkQ8Dpj7m5BhOuBkRrn4ytGPZbIPhk6YPmU93QdGCRw+cJLQWdyKIzlySsw8E9gxyhvb1a5CRGw+Icrkh5obE/xZDh6nOY1UaWwjUWe/8LdP/VE2ODmfHB9HirvXPrllVj7fvc5diDOpcePHnRzg1fb01/v9p+bn/T2dXGb7V2nNOZOa81fW41+72qd27V3zSY3ehTNVV/W+UKrtXzIQgbu2r84Mr+zQ5RJOvx9YB3faY0pVxUpLmVBYN4M7NLHvVrh86Jc0sOEUIDwaYsN8SBpI+AG0VFDpKMXQlsMaPDiiucM5yu1IZ0RlQKKcuxNeqaWykgqQXRF7Jo8d5TxjeYzuZUMYEa+g41aK6LKbBaUktVOoMzWWI7owBxNgnqs4BIJAWywLHCXBczcRgccjSm1rGscY8C1mOGiPQ4mLipVaAJibzk0MpCwn2P5CBJd6bSSp2zx/gxZJFovg6OXnN0lOEPcLsO7rX6WzZVl583Mb3RCXCtu3cp/clC/+oBP8x92af+uI9v+9SXdfW3SnxYsodk7OoftHZsdVXdq8ZdNmM7N601NOCvPAkdheOPP57jjMJeP3Xw6Q1Uk7GZVVXaWw7Bo3a1OrTN8xKFc1YjpoM3OYZeXQhbTRjmtmGGPy2t5TIPaSGNAS3NlpHX8t086oTS5CECVBlADaM0wZwU6xKrW3t3ikUHXkh0elSWUojcPchxE4VmBRoq24sqiFd5+FObB9JjQYIZIHFoqS3BsVmC4NUae484BLKNhNnX0WAgMBUSl5YC/GDd45yeOF3aEtwiGAJCub0HEVokey0iKOZc2QZAN9D94IShHCYEhaK2diTIatW5L/7Kms9ZuBnU2ScIEutpcr09Ylaz8g4QJiZMwx/OokmV2ICvn/ObMgit6IAQB5q463B4bB8L4jAYcjyMIUhhq7kt7uNYYWk21Qpeq8MKDlZZ8YtVq1XLTUA7XrUYysWGIUkDkc4/zFEw9MQK9zy8Rz0QVQZfqw2TPQgb6Zw8tjjnhmOFZIIHJ8jZlR2m4OdGyjMqmocKsgIdSM8xR4yCSTdVkIkgGsS5FJUs40IFEw6GNgxGXiZoHYshfnBjaS2FFqYuwBUKaVmnv3qZkLB4AsEBPoXFmI16wgYQPrkSiWXyiENU8Y92YVS0XSrHh1vU6shoccOfVuw65ZRTnJ0bEDSH2AbBVg5Z7v14DYqE4Uhe8YpX2GeSiCEEo78qBa3sCB9QnDAnvhLVzLG/0lLGEIHqfTAv3ZHOEMy9DIaVR/jhg9WiCWcJSQLJ7tFK0XzmqtPcwO2otIvawkoA4OxHVtbBCsgNTU4BMMlmz06MUMFgdxqh9pm2CpwJX5VOh8oLojwAQmdJp9Zk7IUAmPDgMVVES1gRoWWVY1SA1vqOVJyCAaKya6KtqdT22AJUu2TodhCAFYaCkPTYJSfLlljgaQUahrOQ9v6YzUNsF7owxRJktBbW2hQmBfDkB1cNHu0rBEPQtK+3gyJIW4hbN1FmaAz137xfF4vcUqKllUiwmmEjKZThVTkOzEnkKMOEoJAqZQktnCipCnk4q/JIH7USYGrFti4m3ugPx9giohQ4zUQDqL3MO1Y2SDySrpCZC3M6eMQ2tSkDUkAen0QZDOEz2RINmrL2ZSZamijLyTX2ZpLlCosSZxMiB462i3Rs6YODHZqLHc0Kgq2NR4LKdaV7S7sd3PQXIrSLMhLDlIA0pPMAiMslrgMnWi6l0TFUKzEWpkmZT9Qq62VOSSy24LDLRZaxkS0SfDjgcqpSiWgFzIUQPztBAHQ0Q1XNpArmUklfJtdkR6jFhpWu8YoI0YIVKhJpm+ZQSw2P4KIuzDPfIYkgtms1A7644jpAIcqThiYqgevpkA0smGDLOt32Xe96lxGVmWaBNLrzZbT8RqIGYiMqupHOOmdPGprO/MBwfOIQOBKdl7L3pxweu+Wu23aZOhjuqKxYQY6++WGd2e1js1t7M5tWT/kzcJtuftM1/W0XVdsuXdVptX1C3UjYna4GW6vBlkHPt7629AfTrbaPT17ea2+oWvZvm6d3Dr/aVe3fHzu0mjrUoWU1sMIcr6/dxCbpRfYuHfb4/2nKNKs+aD9mRpaDCz8TkHCyrrNeFTyOUN2zefEE0AsFQkiEABo8DSwC1SBj1LWsEnWGAsOdiLJQEVHiJ93QvJZY2jOdm7EnMk0xNkinnnqqcDUjO+gxdxhtHPyJYS9v62W6CdNOPPHEDCDCniZMlhuREFIPAkwQZWydd+gmzNcl9ThLcaMrhWnO5OgQZDmIXpPuqUoCcWSpT7mToINaHY1PKIAJ0RAkw9oZZ5zh0JxEmHYB+i9kVXvmnD2j2oNo8ks1r0taRviF2lh71dTmSy74zqc+0J69vDN7mV9tVv2tw03aoH5xcvirtuHBgz8K0K2rehugtWcu+8bH/mPTjy4wWjtmsu2rx119ZJHt25xd8QuvGdHsl8SlnZgrUSsVmzH+1ZwcreUyG8HXDN6m0Egu3ASHgdJRor21l3nSTlhrOe3q0RkeQm9DHX300ZokI136hlpXHGYdUixx3EKUpaQO4CU3mxZ7CdOVScvCxfibrSYd0FJJu0rK0pw9w//h33zcnXIWXnhK9HFmTG06m9XStUReCkxTFRGcoAxCAX2VYh650TZMlFuCWzP5pQeeDHQmageLMLOUAnK66f9maxxMNnLJ0YWOR5x9HRwOt4nVqVwom8IxNE1arjnbsNw3UmClG4Rb1EuzUobPrWD43wBk2eqs3WFwtpe2f/wZo7DyvhMODNer47GYmVZbyoe09YYJHP6hiQGO9+SkAKqlj7MWrHBwrMKlClrNaALhbW97m9jj/LVr1zocVcVw62PGWrgjNwzZG9imWmQLUcyDZtFptSFWrQbsWGznrObTKLyNJ7k2/DzJXeLToIabodPWVEvR0IArzunspzWQiYZAJQULZVtNOghp1yauJfFB651Jp8uUD34MjNtRKYAnOIMAM2xxBocghq14LJLsRngehM6Q5drU20fwXb6Jfy/2qKUJ1ynoJsQhwUoSS95xpaGfXogxi2ZWu/nhFk6OMobdCI0g5ASljINh0XQiMMjicySLJoqRzhAk/IwJQRKI4NHr1dpVkpuzHl2VlzSorq29KOACmYc1ljhUFgAms4wtDil0Fr6lg+Cnni7D26JUp7AZsLnCTRuZAqlHAYLsfzQo/2TuoYC0qPKAFKBz/BA0FulEZHm0uVLLtDgWJDGvL3C4dXbcS2HmCBgdxzEHDnZ3yszRlIZKRzPOX4wVfE4rPB09CkgrTl0eCUHcpYHgc1QERTFKiuqooayKtlb2hj6jsfsu0xjREFRpKStLs6/mMxnbwxs26Y8DzbUL3ZhGEBLcNBNuckpaW9g/WE9odxM8Gw2wPJy+yQPxidEeQ2qbv11Y6SyOQrULZZynmLlN4dTQOgYQzYS/xrUINtRrGpN6RkKLHm9dusBEqODu0diS3uRU1Rt6WlwHNFDQmaoSubjFFfQxpADGInJ5W9mhIfP5OfhIJCMqhlbt3OWGXC/jQMi6OVXd+Wsg1nGawyMzCw/Ya4krHgsfUw/+cCQQPqGAgoQ/VgoU4xzty9sSiBbBAXzdunXveMc7IssAZX8CLUFVs6gqN5wayx6YSiKBuwxcAkOX11iurB1tWNuRm70xP9jvOc4w7KglSATiYGNmLoiSdADH3OPQDS2Y/uJ8jt7pjBW7DDjKMJPDVyDIDIVDysZ/HmaCGNaytHJAANNYZBfE29A8xhXslTxqIFOSVwYoaQlrjs7ZXHEdnHmJz3keAn3IogZHiUkSOY3+xgdTG58I75zd1E0yNJD3NLSXbK13uUs8wxTYhnQuNby4LaQJ/sJSrjkQanTjjCGI8iTS3BuzNvNOV/Vrdhl8TGGmGNs2UcTDTiUMsKIdlUDSEAYlTa8fUVs8w1dGi1s8M8/Mn5lH73ddM/YqDf/Vq7GJtt1Vdcdj1451N0/0t+1nNTq9aWZ6w5opH0TfXHV8VH16due2fm9Hq5qtfypnBV//EW8LWktar0nUb5Ft2b7N6W9nfGKmv//Y1LEHHHTnqnWgKOz7qwPkCsl6j2g1XI8G10tK6Aob46dG10MNUILTuZiXaZ2lGvkd4zr+E+ri33zn8MK4ak+iN4lhHdzbEM6wTBBWHZBhWsIpYGjUVYYpfihs7nNGqePvpfIlCC2T9FkdmZ4WD9SztjTpGOedlRjPjdK2Xjq1sNf79MeMIQlvuaHJXGbA1MtUGd90f7l5h6WMytaAUYDsDXn6QvGevhY4u5QZjtxUbuNgJ2lRpyMbndKJuJEmMPV9g5ueqOuZMW2AORO8sNpLL+0uOWNWlHxq1bGYv9PtTwXU3z7dvmmw89Ivve2V3/rb5wy+8A+DK74w2P6DwcwW903Df/UVsgV7XZ7ePNj5w8EVXxz895vOftOvf/O0Px1s+eGgu70/U3PaOfwj3b3hiZuIpJIpyuBlEjVQRkNwTld2CmjyMzYJXBBJwQJRlblEbq61UjTqhdD5mXndJO0x43vgcvgRZzrXAfAENEwHQW34B9Mw7eANN6EDHpxUUdKkQopJiDKlSoFECuMZbs2q5cvzVHUn02xUw7FoAxFYFiVmOIp5FEx0i1HCLqu6Iojmtig6hqr40/kuqhJ2/JAjZ1FrXnSSwbTiBCQmsEwJqKyczIg2ZlZCwZGbkqNYeGoFCyMKaCA7AZMNbxR9HLfgo5MgBDSN6RIs0lfB5dSLH6ItHPOZKnqGSfFSTAYMpMBBLLKptGgyVPEJnPA3AlKbCWEu13CO7WMLDkTbyPkqnYItK1tobtI1LMIxmoDr/E4KwkGtOx+YoVVr6cBGS6LEiT0/YEnmY4OaRwg8Rro3OVNraGaUc2uPln3RmfJGukKuYC2u7WK+bSGt6A85XUPBCtX22PpAGf94Xt4sYILQVgROSeGJjxggiFHaS62tqWYFYaONkGtGY5xBUFV4xsb4UJUQ5Td8BKF1HlrL6DDXCiUkIlePM6BjbhC34inKzCuk9fURUqiRRRsqSdmCyTlZSGCmK2VaMiK72Ck+F/y6ko10CJMLbzME8pjjMKjmu6vXiPB0mQSSJbg9W0EwFZ1wwgl6qPEn5PM0bz7aTMIsZtJERPFzaHlMy9pT6ZXxPFsINdOU0YD51ov8WWQpW1zSJxEoOG1iPUKL0yhw2mmnxRtpIw2UXq/Kupy4xHlTVWwdGZjdC2c6CMucLgEaPYyoZjVWiGrLVkD8bebpTD2bE49+MFbYJgbOP/98MzrkJG1hD8N2rzZoxyCLHNKdNOGjr3FakG20hDQczT1HP/yzE9CM3i4AhT0pup7Ac2KqM1o9291BpozjmOgGxwo7QAcu9gl4WoXbwzNHhBsoqIStFnG+Y72unLHUqp27rE7sHuEgTK6gIcS/hkhb4C/wEk6ks8LpBqC1vn0juco8nNMEjaU7g9iHUK+0Hbk4m334P/sfj1rHsGw+UoZpBNAcCjjjIBlerDwENgSrHGOagmQL4TMhEKJnRkI+iWLgDLe5tWM3qvMhtQHVWtA4Ycl4YkBwkqVTFMPD3GNCkao2yeyyqBLtxhOOZX4GpXmm2WRaj+IAzlinACRKNBRL4NSzSHWMFVdEloHdKB1W4MXJPO9EIDjL54yyoISjcYnLrKSzK4Nrdyc7ymyx9lWABjlhA4FQXnLYFxcJNo0CwUV6WhaJVYp1TvhDE4o6BbhDVZg4WJtqpvQLj2LYYhQCKyyNMgjYyGmIRBR8zMG52smgdo8H0inw/FlL+kbdPRppDuJ/ve7wb1bVf0vg6pnB6Z895+kv/evHvPAd/hLAI1/8F2ed8z9XX/pXsz96dv/Kp/QufUT/kgf1L3pw78JHDC59Qu/yx85e8vDBZQ+ZveC4bRfefvuFP7fz4lttOu/InRcetW39va8+97mD/icHg8tJwLmWXv9lLGva/Guocu2i9g0gBXki6tpY1/GU5pYbITOU4aOQIxvEFhXO+4wMpW+qlZAUuVk/FITrELmr2uFdilmc7AIv/v/IEtiGSqlEeLCJFrHNUW5xLktDmYBDvLE01jU1xVhCy9oYk2swrl2if5QshOpj1LURr3lSu/sNCnmZxC5p7qzOcLCi5F3HdsdxgsO0mfoqecOF33nPG9vTm/vjq298i1uvOeyW+x10WHXgQW4r65/GuXPcunnLFZdsvuTcLZf/sN3dOpi60a2f/Pxq/yOr9uqqPeVCedZfUrSnxdDf8h7eC9meWUFauNjXGtdYIo+DDJfNgmHLI/0VmKTW6OxQwWmBoTCTUKyDVpBBtK6lG86WBQZ3061lUKQ3vRFZGRwjpZSJAyn6REM5YNEwrGpfN3b5QSh8gtPMY+910kKDU/yjHML4wWMxR4GeaqNG8ZgCP6i1oDGVcgi0yJWrbSppNhLcjrfhp8rMYX4ycXq7I+ajIh03OE4WzXmaIFolD3N8VAUSVqXWWg0JNEcmeFIAq0DguEVxHmN/busYMy04cKM2Q7KahM8QQxJyRsWQyJ2XR3SxsakJckwiQpkI/GMRNazhdHJroKK2MYjCMEkMn8iK8lbDFrL0gVNIFOAAolWwWeUTEjFXhU8aq+DDCTc5EZBBFJBQRpnCuEkIiy3K5bEoFnPAGQWIEAc+lFQRjQm5IYQA3qQlGqFGscq0FXRmhhwyNCsGi2DvUlpReQSkWIxSlvihhESxqNgYKXmM8+EkESHterrW/2nLe1GSc1KQQypqKyPn/1AKM1IETE4KNAFML0nSEIJ2ZGAQsvHglrQOtuBmQck9ZBoUFR3CWZ4YxjC0IBAwXEp/amiCKAwZf/jM5yhMpDAHL1ISCUHG2WO0jYGpLfaahyRVnI9bbESbslytnEW8YREZtvIiV23UoxXyPMrhhFvRLbbjo5Ybow/+MBOfYY4ztdNhCyTMVVnpSrwXBxIhFXyykEAjQpliNIeQpgSJeoCajFBsIUNAJQXBo1i145Ig0NBpbhCCD01PLL+a0Bbxamph4qA8r9WKFAhN/3gsyCkkJ0WBsTqdGGuqYWTDrXhALVkMKUpGdLQqzkltgCknh8AbGBqc0wep5zF5IUcYHLEdQnIJBZdwKGMsh1Cbe5mARLAlctw22+gaAYIZ/nBwg8al1E54MDAkqoIWiaWswDkEFYRUkUWlmJ+8SQiHziW0QosPw8mlMEh0pk8IF+a+WnTCCSd4E0QVBWwyOQS+kCaaHxQ84oNh+PAGxxbOCjB1B7MGJsppcWW0ypDpiRXnq8VEroxhmoPDYzuScAOHlmgJN3AJnNWsU8bEeaKXLxwlc050w+FnMNXDk6hrWD5cY4o2P/DxgzQvfdX3Y91WtWm6Ou8Hl37j21decfWPup2tjzrxiGPWfH717DcH1VWDnq+m7fTXuSfGD69WHVh/sMFHSnoGNBdxnUG3PTOYHFQThExNHlXtf7+qfcuqOnhQrR6+kgld5PvhkOSrDtfMEQ2l6mICuxQ8Orj0i555aLv5KHK0e7qGOHGW4d7MCY6rdT3Om2jySFSb2CucQZTnAUvtUgV7trzVYovi4GAptMCbxoIkRAtQDAe4x6G70CjMi6Do0MyLaAW06XTN3tdEThkmPWnIUQWyjMLwd79BIS+UWCCprcfElSWvdVLWFXC/ZQ7vjE1UMxPVQbe43eOee/7HT+9d9PXWdy/a8s0PXdWvZidWd+s/KSCo+2Oz2/0idPX41Nbt1dgt7nz0gx9f79x86KTj1lkP6o17E9NP43zD0jcrx8Yc2jmtJ0bsyjkxUUjp6M1HgcRZyaFBJjGu51nDohwJBAUkQwa1X2BmEHfRTJZQdv6akTQO0YTwk0dWmgqrMFHAJKLlSWihBV7EqSqYYR4rUl40hw+eECzSUaWMoXLYKiTIonykh2fgwUQIX46nWuXgqOUHcPvkQEwDQY7O8YAqE4ZjV7Oys093ymq9r2U4UOUVjsJQQXI6C445fRQgK8uLemkjmOAQIiW5JVSQWUQTJJBN8woGIDs322wbSFRJTnBt1zOVhht4LDWZ2V5mF7QL/Vr/p4Dn+ARJ6uipkPAA5Ma4CLcoTAqeUhSOUflxVFYMNFcAhx9LGQWCFc7hHyqsMEFbWJEoGlEVBPiphRxuRVXcAqSbMnEw5aEFKUBMYKrKsgACKakNf5yjHhyXXVwdPT0iDCYEonUrj8xxZH7iiSeKHFt3p794gjxj+EU1t7sYRm3IWFnByHEDDDx5sRRaYjjwlKOz3KNF9sknnwxtYYJg8nD2j1vUgxMnkFjwtWOYw2d+cSNMTRA0NmICk4GQlcEVMpjEV/A1qKSAPz4YhjwFyzL4ypGugIObKJcSRZlmgTLr1693/xCr43mioy0m0UohELRRLC2SDWR0C9uYBg4fFWWUC3k8k5xuEoURshrbGBUdVKFKGRxOcVqqIk5ecxki6xcwyQXMzk0hOxAI0T8M00cKcwXM0UKjSVQKTxzA07JxBTgg3aJP+mZiOwrDJzS1YRLC4kDkyu6syEWS7mAYITpUclERqigJgm3yQHAGQQ4t6oUDzmFLiqroiRAcpPCJCQgzmChIgBK2jIrmqCTuSlWCBE+PNnvMhJxaBXJDFSYe0coJRUI9cRs+UTuBFHKEebRRiWkIqaTMLRLCOAQatkGOztpLDLt69WqW9wmLtkUZrJBHOlr6xOdhSJnYFRNgBiciCrCgIS+cwyFmIoRDeoLBYyD4ZDsaVnCk1C7MsTIGesfEbadXHiCY0eIQTsABRAFEwSNWrBPtIAqBx16NqIAhTPBoxWMhj+tom3MWCCDMiffoDFL0TK3H+I0H4iIKcL7aeMDjq1/9alfrCk3vxUvU+FlLc0Pz0Oy5j0/6hN5c6/u5zsCRxo0mqzscc/gdjz18pnt735VcXV3UvXqbPyjrr6X0Bpt8Wm9sclW/t709dXA11ql2zvoMV311MX371gFHTnZuJ0DEa9WZqvoHVd1xn2QPe4Ey/GjfMGLq5W3dBW6AlM4eQcLv7W9/u2t5JxHmZW+hi7ESVzCLPgE2IakqyAVzLwslpEsBw1JOxyki9kB60wTkTeaFbbNQRCsU2vSdJlqz3MQMvDBpov34yivfvPk7AbUvhu8Q+5Pbvf7k+H71j9wOudW6X3jS9OcnLvn6Zw6c7Ez1u5t2bJoYn2DP7M4d+02N+ZHNhtn2re55Uvu4x1RTh1W9iWpyNUbekfRecG02tvXlyU6XYN7EZbMXALxcUQYgEGhxqFFek2SAK02bkc4IlSHMaIhEHOCAMAGhoBam3NsF3uex5oNm57Z27Vq0uEkgmhBOGjIQtGFVuEGThhQ1iaTKI7QiDiRVzXxRYBMBBynGKhSJyvMiW1XQAleGQ+1MhOHZpCqhqQoOqlIbM0GK1SD4JzczeeHKi/vWoHCOP/54b4ipXbdundc/4Eh4goQ8CihnNRNNIo5EejY1RAUBsip8wiET25DxwCGi7QEcHLwMHQS5NvIipd1+1qaQY07JzXMpR4GFuUYvOsMM55BE87hXnngIclkmkkglbMvUiDaRCVP6f+zdBbhkR5UH8DczMRJCAgkWJAJJcAguiwWHRRZ3ElwWd1hscRZ3CR5gF5fFJeji7hAIEkKAYCFkojP76/7PnNy0ve73+r08SNU3X825p04d+Vf1rVO3bvcLHwc/qqJcF30JIGqmRRUfSlsEcCKcvpgudcxldQ8RZuCNJE7i0oUn+rr03RvyiYtdki4lAfbJyRqJRTJK1BFGpDjctlXzSoaHLB62SUe8I8qEN6+8S4aI0fgTmsLEqJWSNOGEyIhHskZfIHxWvO9hBdJxuPDcO/rVheZK3XSnkImAgw62cQMTodRszBjxk5XQiLiEoBldlzrS5jKxEMBR80REmGgEbVR5+ysHUJgDhUCed+iITsgIGtSEYzHWWcShsGIMeiSJJRCSmb38iRvdOk6SpwqtwMElnWqX9GuKuWwPgp7W2Or6zw129SIfsWiIkgFwXFJCrLAlRmdMx3qNBR+6YvQTCCdKopyHPv6UmCTlXkWB0CUmyu0EfuCBB5rqmAGHV+Zw3a9iPeYoiWaSZaKLf+YeVTQEhNjqOqyvUuBEgBV9K9LSmVbyiMAbDuXky0Sdy2llK0UvXSLD26LJlJ/owhkdB3TUi5IgpiOaBgIKmvPFRChpAhrN7h7ejfemqxsC4TifeCtq+uOejnGAkkBKQ0xkCEp5YRKdFQJV1Cq8rVjI0MyEyYCI5tRRHq/i9rg6pn0xz0lFrKgx9Q1QVLEYExGOAD5bSqZNvFJHJkytXR8ik40ffgrHGBIahemLTjgEcKQ3ZhoitoiFHxmJk2UaXX4iYh2zFfOjB4KpYm5v2MbFBj87Kat1X93U+xbcuoUTTjzp+PWbTtiw/oQdtl846ZSNxx1/7M7brd/0x5M3nrr9hu12OuW4Db7ws93xf97p7OdfOOc+C5t27+3LHGqc7K8K0OwjU/s35xKK33RYjWKgmTEZYiyXaCtyFmV0ppwJZv6UpInU7ZjuqUumy1wmzbHyjSomVsLK9P7HmRV1Y5mIDXTfkhkMcCdcyhpMjVNM+P4XPX2Bc+PxJ/zhd7/dfPLGPffaY2H9iQtHHv7Xw7/1q+9/c+HkEzed1PstqW12OMv2Zz3b7nvtt+vFr7Rw7j0X1u24sGlbXE29z45dW39qe2zhiYafDLM9cHd26O9Ux/NIYm6LMM3NC8TDY2zaVasZecQRRxxyyCHewvf1Ht1rjhYRpqMk3/T1XRqP8y05NLu7kVHnRkxMoVyZcOMb59Ic5wETSmKMV3FMHStx2yUxziPK4aCXpiwDfWWD2iplIakUAoSZgECs+/qHrwx5Z1qa7l5g0+tt/hiNRfcFxPAYZUsQ5dGm1jHLD+XFjKHcX8gnNK/7ew7qWyue7Horr+LlJyUxHZ+jJ1FTVZIxPVBXWpBeaaUQkRDwle49rhzDj6vklQpBX00cqCQjkmQ0RTKGcslQ3Ijmcil6CkmBUJgYUyc0CkumFJZ+RIT5oJDkZ+RdojPukSEc65EcUKs1HBaVxC6HcHbt+bSTOm8F+EqG+eA7S4VGnIx+vUpJjUsRZPQCQlJwkjGB0JFY4YkzshCLh12dxi78+JCmboD4tJVYNOuixIEurbWLmKYuSumbQIofnMulyAzXZaV0pmNq8jTwJy4VEx9ibGWKpq8af8CB8or/kKTBpyaSJZxLTfrGUBQSUEKnzjypoIJt16tw9Io2RPwJnxJ94wZDtKnzKe5Z6pfSVqrqHlUcRLkaZuo42aUH3IgJYplvdVmghaOOEkR0IroDUfx4WzJxtS5LDKHQqWYrpc87zVBZjCEy9MAHH51x0UUrjgw+Vgoul1FeHJKmByb5DDoZJUwIYNIcN1Jrjd3iR1v5VsLGzjhGmEx0amW0BrQ86aqNqgAVAap0V9IU4TJEBr9uAuVJ11Ax6yCLYwkfoTXhFIalfICI6dLsMqGVSyEwERyO/5SUQGzFUJipy0OwJ5bqgtAKNNr4GVfpxFSzEskKp8zhZHrkAxWxKNGLWAIp0zhnltL7KPRekFR626levtnbovQP3vp5Z2/L1S/rem82rpOM+s8PS273ixN/c8g2675/6km/3bTur6eu2+jwbeGEzdts2O34k86+/dkutMM5L33MUceddbsjd9jl0gs73fyUhb388J4/Gdf781e0b9rO/s/fwpLhblg40duS/b+o1X8VbYu9wf+608DQu5z+LbuuLh1d1uTJpTozxKzIJHGJGbHIlJLqW5xpiKW9NtnVXP50mUujK6LpY0mXAsRlPrwjHRhwdeByXJfpBzTOjNSDmdaZN28bveS7sM5f6vawYp0vqm1YOOxTn/Z9et8w3HufPa/tF+Q8eTj1bwubNi78+Q8LJxy/4Otxu5xj4Sw7L2yz08J2XjPrWfRSUu/Dw4lTN63bdr0Xjv2Re/PejdDL496JN708iHKvyQwbnmeBuO6YuXmVGH4idOeqW2Q4OnaFvTOz1157EctttO5uNRhlQveopUFBhygoEbpj5na5Bd++JIt5RFdqCU8uZbdcinUxxgqChlhBsBuFJZ/79UgrcSPIkFe6Dyl1wakoaC63k7FpZb0sDrgau5G0MCctiLeRDP66R0NslZIQZbE80YtLulQTYjjw7nDHBzLVZSQaLPZ92fJZcJnYE8hwXwK8MmHU6RgTibFMlOc0KNUafrUidIkedbozjYgbmGTUpUEThWT4gEiv6KlRw8fJrEYbCB+oKA8sonDZ1Tkh3ogFKL1YjF0cTQyp0bHeHYJYjFjoioUGnOqVHK5kqEoIyf9iLq0j65go0y45qSSomgnVNwo5QxJK6a418i4JJJw0pa7Wwi3hMEQ+zMhQhaMg8IcdKE9CRJKewgfBgdituJKSpksx9dWxq1BfRjFLJvDiEx5OqcvnUsKu7koFTqFSAghNtGESc5kYWcTJ8GGmKb1YIQ/tmOsGGIG4rU7HKOlO3YipmaYkd61cdn3TxG6GL7YSRRzGLwcKDUZ1iRLMxIITJ+NSFJYPUeKyCGKFRvjlRhRyAD62W6Wk9KdjLtNac4Y/9FQXStAVb1knFpkIJ2St5UP0hB9DTJgMpSpNlKS1NIevOyLo0amkY9SmLiddKqU5qnD0qjnZFcav2Lu3gq63XXmqXEZ/dYyVAf0VVNQGVd0TS+kcJqojomwhmEsgoAiBg5/pgeMSqmnC549LAaIVrQVdOOruk834GeuUdP2MTrUulESm5kmUlxsESDKHg+6Kld1/fiKfiS1/a60/jr39W2/N2rB+y/vJvUy0Ny5+P93frfL3PLbt/TT6hl8df/Sbtl//vYUTj1i3+U+bNhx70sa/77jdDptP2v6khd233/NqC9tdauG4zUcd+aU99rvu5vXXPGHhAtsubMva+oWTN/QO4HqfcZs3twebN+zNC2exO9xw2ue4Z7RbMrg4NcrT5/pdPVPSmRgRrhk1Zd+RYjNt3jJ1B/R0mXGJgKk7ILa0SwqVuiMtqoTwBNNc1TpBYFg/hdMPKOFhDcVJ6+kW42qbQPh1EVN+x3UeLJyyfuGEjRuP/c1Rv9y0+aR1G9b/8EeHH7/RmfEOm0/dcWGb3RbOsefC+S6ycMGLL+xyvt5fvdj27KdKv7fZbpttt/cK5Tqn1Bvs3Hyc/JnvE3fovSa8YOfGtPfcJJruNW46Zhi4swLF40AGO5eawuyuQOFr0l3H5K8IqvTVip8hZMK3pyylkYlFDpAMArEeutRSMsDXFK+4QXnkq2ardm7FXJTQy0083iZYJuI2ZnWPXZcCDJMDAkFzRkdEwlGHCJgRUNPAPZL40Y9JiSUnrfJFMulLZ1zCIR/HiMUiZlpxEnLe63AZT+jXqztYYgximvRlND7EXHdEYpoqYrRFgEWcFHo0JRHXSiY+VLxbBQf/Jxk9uiPiT/wkGlUxVx5yRhNJ8incFgtVZGIgeqIzQaGBiU8sNUlNaDU9BDRlsU+87GJGAKFJrRcxkYZ2GRlixcGMAA7NtXPDDywsKvTgZKwTFHkl/AyxmoxCPk6iQ+BoZdelEpQQBELTQ1sMZZJEOHGR1EqYmKnCjdgqx+ISZlcn+eFSXTTRQz5doqH0xCsyCZAz+ewnEHyScVhTrERzaaMhfdNKjEBa43xsacXE0YqGeSJNr+GaziiJdVbiQLrHSb2MI8mo6k4AhsJEEEhfnNIJXpf43EsIxBIaIj6bnHGMpCa1IQuBj6C8CyCOQkyrpswrJhScmEbQr1ZY4TMNMUcsI6XJZ0eNo5dWBU2zUlMXHTE1u8xl3uqoSc0HdeLSnRg+VeGg9cJ3GeVqrWVaa6YoJeDiiS5kchfSio+OrWiOA2RiF6FX3MCJOZJKwEHQrCklngAEP3DRUN0rwHhCOL2oVSKmjnVNxJQSQwTqCKDTqm/sCpwJl/rSEx+IudQlfdH4Mad7VGV0MDXpiA8WtUvyhWE0hxlaqxKaDyWpLz7lURis+rI94Xiey0RHHl9xqcQrfaOhPiyBiFh80Eo4yqMhOsfVZMjHeikhjIaAWhPNcYBy4Sh6xQ1ENPMnqkpYX025pASdd3dLHkFtuR2+mp4AHoVqMomopmIUasqHi6tpIkZnqToTEz3w3fjt2UzY3j9jYVgN24bt1m237tTN/tC2FyjPtsOu+524edcT/37S+pNP2HDixh3Xb970t+MWTj5u/eajF/78jYXjv3HCX762sP7iC+v3X7dwtu02betvH28wmJu9jtY74Oj9bYBekSr4O2/b4PYMn3ElE8MUjQuirflgtpRfmXV1uUJEPgKU86HcwCzrXZfm5cM0OsuByUbrI9wVm7Jvt8ty6JmnU2+QPZbwJy9O2ehV4bPseJbddtvVDUK5wPn33GZD/xvV2+/U+xnJbf3CkoVq+4VtzrqwfqfN67e1LHv24NOywS9LCpSe3l/0PmW9Xdw6zzxcnhZL7oDUElSnodAJdrl79jT170oIw5MRwklHtflaGiKQLtZRYpnTOHV3y7TGQXTt4qTEegxFYcRqFroMP26ktSs5LB9Ot+ZPTGCmL+toscSBrrkEGPcSiLs8MTJBUq3kkhJR06mOKnWIoEGgUsPki2kdCCFMNYu6sF4CcTX+EFAiwIdYVyvVMUDFqF6RT6u1Ry81ZmpWcKI8hqgqgphWNZ0KZKqpb3Owii2SIbLk64VDNGhTmFUzmQEHtJZahEvTKUb1St8CORy9krohcNTRSSzymDQEBJMWXc4zQV6TmnD54zJNmEpd6hvldCpZv0PHW7VLYmpq9UWocWLCZWLPKEQAMx0jHBm1oiOvQnTraNMaPcEkA4RmgnCUoxW0LuS1ahIFJoLd6EePLLpkdIJSySQol/TQEP8R+KFTa0UorBOO9SihOUzO6EgSEZl0QROInwW1JiFnb5CsLmFG50Cd0AhQwnT8jHxs0RaX4owmhdHUMU0ngkCUxyW94nwcSwhklASLiOZskzDTnWb+R3/cozyOkdGLKpoRZOK2ji7VlSKgS2GICMRijVR3jiVeOmMlzqT28cHMhwihe2FCID7Qr+AT417uGIkiSjCVOBMxdIxyA60VP10QBYLu6PRV08yB0swomjw3KFFwyJDUMZzAiA6HAEJd6HW7a4p8Jk+E0zG9mIstl2i1ki5pKrr4cSmqAqamCKu5qguCh0UQcMkQIsNKAM1V8vigy/BhKjBRa4pYn9eLkZJAEc04eumbaRmxKCx8EAr5dGcxnkez2mV0xiI6l+lYqEa5S/KUaI18iLSOrMmzHp2piVX4cYxMOMJRoqc8LHm2es71p02Y6OjnUnqVYy4DOBnMFDoR4QcKl+mYqRiaV5EPQZJXkWQuMmeiOgj5m8SdmG2jACLf7G2nvPBlMvdae+DITzetX7eNv/62ebv1ZznXjjuf29c4ia/zO5Fa1psM3pzcuOnE3538xx9vOum3e+x9RX8B11M1ezOde78mua6frPau8wuT+LR17XdcmTdZU8JsUaIeE20+ZDLkXqeppm7Xi9LQZZaeYeYyOXxQRirpfVo6u8qRMpOZYqlwJmsrrIqYrFnrZIWLdl++wJY1bCZFZkDuCwnAz+/6ugumv86ZH9xLVFBbJvQzedWEGwINgYZAQ6Ah0BBoCDQEGgJLQuA4G+eFTf2vGPT3Xyed9MuTTzly44mHbzzhqBNP+MtmJ2zbnudsO+6zy84X2WbHcy+s7/1i8/JLkmrbKpvzZM5qfznNn+VcvvLV0cBbvwEuEH8t2c8+j9uSrY4za9CKJyx+bs2f37Q/XHTjV3vOkYGkdSmbt8wtSjPVENmtZrS6zDZ+I6FvzIZAQ6Ah0BBoCDQEGgINgbWEgL/e5r2wbU97C2zdXxcW/rSw7k8LC8f23jjrvU3mqG3X3p8E8AcF1p/2FvTyo0hqneRe/bOf/cwPQCxf7SposBvx4sbFLuZPJiz4c0GO6G0EMNsWIOAbzfwxD1/UyuE5PuY4fFZq85aHBPEJzXxO2NjjjUO5aio6nFY3BBoCDYGGQEOgIdAQaAg0BNYaApv9VmTvx0X6L1N6NY5/vr3mF0fWnegLPr0/7e3vAPS2dtt7r7L3Q5Jbf/RkmYFInuXSEum81JaM2iv3eUV8mcpXoXv2Id3Xd1fB6D+WiezM4/OEbVsEVmTzFg+iOjOMMdNO3d3FuazWeNPqhkBDoCHQEGgINAQaAg2BhsAaRGDTwql+Rr3v2PpNvV/87/24er4O1zmL67dvkZpbEN1DkbkpbYrWDALZsNWbifyasIWbZvM2+puCE+KtbRvDZcDTAqV2a/ihyUxQ1ZoaAg2BhkBDoCHQEGgINAQaAmc4Ak7e7N/6/05ZWLfJD5T0/qKxNNlWrf659EuS60/ZvH7LLzfOxW0pdFdPTkS6nDVO1y8PVdpfxBr3fHXcsyfK4Wrtm2rHtDQHlvKdt64lfhghZ24IpQ7fujKNbgg0BBoCDYGGQEOgIdAQaAisWQRO3fI32ezUcuDW+yXE/JJkz+f+T0r2/iCAxLl34U/Gzec7b7Joqfwys/m1g2o7RRw5FrZINcRoMnU5IJ/WAWZdbuk7Waiku4R5ptfAc4KuADo7ugFmu2wINAQaAg2BhkBDoCHQEGgIrDUENvf+cMD6rX+6oefd1lO33oatv3vrMVFkvFe53br5bN56SofKP9YWyKZA2q/kj4WIBu04ZyisMyMDFPZpIAKINyezexq3cwPQ5H1ZWmdGNt1iG82nWArfZThcNPNCnxnHqsXcEGgINAQaAg2BhkBDoCHwD4KA7YYTEe8v9t6R9MqkA7j+PzuR/pZtk7S6/10gLduun/fOTc4cnJI5Tz4gWWuIZk9SPtsRtJ1bjREoAojar01O2LZVl0WJpbw2yfxcbC/qXBNoCDQEGgINgYZAQ6Ah0BBoCKw4Ar132Xql81e1vRup9E7ken9ue2tTfwvX2+a10hBYJgL26gMbXZusCTrT2v9j8BOkRjWN1Nu2c6OgaryGQEOgIdAQaAg0BBoCDYE1j4Ccuf/DJKr+K5TZuXF7y84N5fXJXmbd39Kt+Xiag2sagWymZt09kddxKZu3gT3imsamOdcQaAg0BBoCDYGGQEOgIdAQmIzAupyoqZ29hc633k7XzcZt5m8cnU5Bu2gI9BAY3rbZlQ0zR4K1zdFHHz2yYRzT74Fut9129cW2WGrfbRsHV+M3BBoCDYGGQEOgIdAQaAiscQQ2+EvcXpHsnapJotX987Xe25Lr1/Xq3nYub1Ru7m/z+ky8VhoCS0Eg+zS1P8huY4WwmVLnRG6cxrT2RMdJjOQfc8wxO++8c0wS0N1BXOqR8o3ZEGgINAQaAg2BhkBDoCHQEFjLCGzo/RyJP+Jmh7a+/62j3gFb72cme/9tWqd13aZcbd28LeXltb66VjUEeghkC7Zx48azne1sfstkmvOwbN5m/tkTJ292brV5Y3vgsg1IQ6Ah0BBoCDQEGgINgYZAQ+AfCoHen9/una05Z9t68ubSUcjpotjyduXpeO2iITArAtk92YzZWOX7aNlbTf5u2pbNW/6b3iTV9OqlIHI56/Hd9OaaZEOgIdAQaAg0BBoCDYGGQENgRRGwc4v+zetPqXfS1m/ZyPWO45zL5cxtU3//tuH0e7oV9a0p/6dEoPZQtlQCtJnCCT0u3rTOfPJGr+LvUeiPiHb05J3iOCcavyHQEGgINAQaAg2BhkBDoCFwxiLgT7txwM6t99fd1vW+/9b/tlsvq+59va33tbe8RrlBgt0jt+bAPX4rDYEZEbCTsnVSTKTMpRChh5Vl25bWmV/Y1c0f42MsWmiP+bocsGcf6Q+ud//4oNc6ydCjKT9/EoWYlIxzekDtki9jN/4nlu23354DFHLSVwa5xMM4nDdQ+akkCn+CsM43l+xDtyPN3MjgMcrK8ccff5aznIVLrMcW/g477OClWK0kTzrpJH7GZ5da1V2dq0wLAYYnnHBCDTSUMGdyI+MuFnNAdJlO6hAzqVqCMAADNcwBm+HGEUgmjLqKr5aGz1uuModYgtFxXRI1c6xkGkQ/JzWhM9wEXKrH6RnJTy9NCKpoyJyf4xSimdumRAAEpkI/PiKfqTRhpsnljjvueNxxx5nnPen+5CEfP4kFAfxxfiacKC8ARyIwXyZbgs3n0fynnJO8zdjhc9gnGhrxSpMYdSk3cOJ2cRrREGgINAQaAquPwOaFk3tG+8nL+tP+iltvn7Z5wSrfX+g7rf5qgPLTn/5UbRUjljt/FkG3+qxcmmpBzJpumdDFnT+LWsSsIFotGWp6eo5szQ8j311DtQ4XOjFpiANoejDDH5bHYZpv0sssvpHB1JES2eZZz3rWfffdd4KGkWqXxhRm7AYQNOgCSze9xOSPVpGi+Ykui9DDIR/QyNBGHlEyUxL06KgmjwidmkX6FQT9jGa4CSvxPxYjTwOZpFuJiFgECIcuScQED9M68+ZtgsaRTbw0/FzkNBcVAcRjoCdaM1j8Upya6yNVzYUJ6yDIBxCoM/aUh4MgkMv+0PQ+qTyMexEWFAJ/+QUslAQi5gwhDgdYxMdxybFsjXAA6JIA54GG1gWtLN+ZpWngAzQ45hYQn9G8mklbME+OK4mXyoso29SZ9MwqzNXcQI2pvgJxaR7aoYkLxxCoEw5hdN2FMXlIIH01Lb+Imt26HdAcB3J7xbex50YmDMlZx11fOtUAB7J5pSDmNZ95yyuFwnjOQ24zxy6C51DK9MY0vQ23r+r+9a9/5UamATEynIyezPDMrnEIU6u7FSjKdYxySsZ1mQtfILyNwwlZRIrYOazmkl94CkE4w8c3HuoFnEAxF2eakoZAQ6Ah0BBYNQSsTZYYd/J99tlH2lB23diTM7jV5w5fnCIIWxeyTqWjtZhw5DVZI/CjodsL02W6DNTxR18u6V69xsnjK1m/rKFWLj50A2H9Rz/6EYUxGpcGjM7xUuxCkH0lS8kqmUWcn1o5ySWtjJJEW2c1JYEhr2T95TNmwMQk7DKRTu9wkGRFR27Qpo5vmuIYAp9RbtMcPHFKAI1JmBIEmXShllfTOzMgOfNOdKD/opf8AxynBaYIW5AC4L1ky0ggKPn73/+uifCiCpcpwBOFS/QwjY4DQMTM8MCaMxlsriZr5G0kNdnILdON6i63ixusI0CU4QRFnoVwAEqY7HIPwT3dyWsihrkKuJXDA0RMc4ZXPhtxFaoDYote0hBgEaAWWohFOy5TgNF8pIHPeZcI24kMCuU8iQlECsAR6Wg44u0y3ajuPh38UcLhkimB+be//U3NnLkHc9bh47I6Tk/wP59BE4wS09unb/rukyUNfaaompPq+MkKu4p5ogAQwtzI3ka8O+20E81CI6+JgEvaKNFXF5dhjnSAgI4U0hMxnIJxZJe5MJngsyho42qWPUyBG7h4ZcgUUfAQU0lcZLiaMhdnmpKGQEOgIdAQWDUEcg93e68NjzXOLR3f2s2NrFwITE0ITRa40FaEJEs4mighb0FxmXUQjUNYLwJRrtXlyEImi4vuZSv+jJQnhm9JIpOsgA9xlRUE69IhYkpcpXblCqOPf/zjC8zkAzxkWpONJSfjYdwOXFlw4x6IXIqIk1ZkTFHgJJYleM4HtnSU6anpwVFjKkxgciwmmAuHTIYJbghe8Zx8UgUEjrIEf6rLim/euM4Y74UkfRFSgI731ZrMJmGXcytBBFBuBLvMyHLGkDCq1QePpFnCJZ/MyBMmoMzRTyYYin5qzUX6A4tLTmo16jjZ37oEICczm3mu6LUSWE2jk/8c4Cd/4gkiHk7TvWSSL9T5AABAAElEQVSqu75BAw75BJbMShA8h57h5gDAfQgLTwSLaoUzajIGQtFLF/KYuuDPy7eopRkIakOvwMSJDbtGX80ZJSjNaper+gKWnsw9l5TPqmecPA+Bwzdqybhk0aW4YIWjFROt5F4sOhy0Lu4D8RCt6KWvoiMxPo+zq4mwuKw0OhJTT5Afp2dWPhMGyBQSAj/VmVH0CDA+C8pQJvDQYnSZsdZlVqNNviHQEGgINATOcATcxt3/a8VBuLe787ur43MPgUnMSqHEYQRm7vzkEThkIp/VJK2h8S0W6iyO6U7DcEkvkrRpRRDmz7BkODFtVSKji1oXTIZ0LB+4UQoJrFxh1zLKFtO8EnWt+3yTsVjik6Txn0Cg4F5SJn2JUSKlQVCiO0kCfMaf1XNKdI+VpBZ8wKFKzU8eao0nmuI8fsyxq9UlPclwvGRUHPKz+tOVH5sMdYWWQ/Obr0AUlWjFQJvIlTQBnYAmKK9Css46c6mTUaG5xx+1wk/8XGYkCGQMoG/zna0z5lxKZgBztAUoOHADRwlo7GrKxM0sDIwAJFOozsWfWZUYMg4EN0RCCMIzqaLBx0CMgvJJEBccEDMpWYIwn2POFh2qPvMw5z9akxKaezhhonWpVq7iLMH0uC40AyEW8xlBY4IakUnL6NLAEQK79Igr60EuxzkzK9/8VFjhYaIIgNyOaXxFOC6FwJM445MV2rjrErtUZWlMX73G+aMpH0869WJ6nOR8+eyypU4UCdYUYoXP+IJ1qRUnTqrjA6Iwma9XTVtDoCHQEGgIrDQCue3nNo52S0+xEFjIWA+RVSArQlyySCEIR0YdJZHRqqMSGd2zFcxWIcIkh0t1SVO6W6GGJcOJfFxlhaQSIlaSDmVFizD+yhUBip1vfLCg+7odWwEWIUnjQ7LEMMnAEM1tHaUZkXeZRCI4E3C5tP2FnFB3eqLKIUo5INngD3A4zCL9hgmHSzhqRtVicSnDIUlGTUxN7XKQXPHNm4B5yXuOCsOl4RGngiMG21kBaEIHneXEs2jfuMFW3OCbLtyDOJeMSpxxWfPA4BkDHbWaK5zUuqihKQUEnpmKYAVtvqo5Zpj5wLek6ThMm77Jg8kzQVKdKKa0OF8xvvGEk8BRo7mNmNUKSJV8FA2E7sYIILPqmVU+Dqt9tNjNx89Y04OpBOGo5V74AsTPLOL2rEYnyFPLDTpNA48JOMAZl+qgqmbXpdaubxN0dpsyxwyWuWTaGD5BLUFPV2eX9rGiltthMpSHHcGW0YoI1KIIh3DGGiejH5cE6/6gVkimqWuuaBARoCR6yFfTihLxn7f5kPp4CpnFDCKvoKHmj4+t2I2dmpOYplw+zkBbUSeb8oZAQ6Ah0BCYOwJu7O7wWZjQ7urWAoUhS4O67vmaXGoinEUKbb2LTJaJCKRVnbWS2lr4LB8k04vwyEKYZuZ0D03DSMlixlXCZQuhOyUKsW5T9VoJImkkc9KGJCdq8XJGUGh18GEdk3yWVLQoSGrFIeZSjhG+KEgmzJncpjAJrT1bYPS9DOu11TxeRadBYZEAt9lK3s50ZLT6Sr9ESxMZtSbyWmdyZkB4xV+3k5387//+Ly85XZFc8YpX/MMf/uDyKle5yic+8YlLXepSe+21F4yyTRpwcb6XGWA4fuYzn/nTn/6UqQBK5TznOc+1r31tA2/q8A3Ef/nLXz772c/e9KY3/fWvf/31r3/91re+NWc01Sdt+b6xm1HMbGD6N7/5DcSue93rnv/852eIgGn3wQ9+EJI85P/lL3/5uJd5k4iILd+ZJWiAJIhM6AMOOMBHyyhnoGdVJSIhwJwSkZoJvuUl8Fn1zCrPW9/H/dSnPnXssceiL3zhC9/oRjcSDuSjildxjId//vOfP/rRj972trf9+c9//q1vfYukQ3CtPsymzaymR8rnFuCzcMQRR3zxi1+84Q1vuOuuu5Lk26c//elf/epXPjsXutCFoMSuoS8/R2obZtKjV25q6F/84heHHXaYGS6QYeElcDInRZGpa3p8/vOfZ+hf/uVf+OzGCkBIXu9618sdFow/+MEP3AdEd8tb3jJ4kidDydFHH/2Vr3zlwAMPzN0Qf5xLhsCo2ell/tTdk5JxXebCD/7mLUi/853v/PKXv7zJTW4CBA4YoK9+9atmF3gzo/D5SdjEhgxhn51//dd/NcSE5+JPU9IQaAg0BBoCq4OA+7wlIAuWG3ulMRK5Wgq7nhDGJ+mGn7UeoUQYgWllJJYVJJJqSpJmlGRXbdG6K7nkTFZMaktggCAcn0mGZj1uRDKmqzUKB5TM8dLmB3SMJlsAgpzBwvrDH/4Q3xNtu6Czn/3sV73qVc95znOyCxM1z/mMRugrl8sxl6RCFykTpjCjeSZvo1BHSzZPvvzlL//2t7/dY489LnGJS5zjHOdgkV0jYrxIRkxNkl211f+73/3uj3/84+AmSb7CFa4gjbf6w5lLMzkzIDzPQ4MB1bkUyfe//32Z6O/65fe//73gOf1///d/mLaz3/zmN4855hgcwWQkRuqZF5M/VBlLgHKMaZsEg/3HP/6Rb1p5ohgPg4EjuTQ83/jGN6SYBoPw0572NL8MOy9/6DGuNDPKOrtmLWTkrJqYBov5atKQMRfNBvxMKVFIGePzHP2ZSZVPl23tz372M24LwQjmcz6TEsJiEZR4hUmnz+ozn/nMnMrOqmom+Q9/+MOHHnoooz6NniAY6Oc+97mxyx+quCQuQSHME0Oj1eT5yU9+ImQfWkPgTjGT0QnCrIAi9yxjzTQOTz72sY/ZZfFzn3324QyjsT5B1bgmPtPABEPulcbOFBonPCuft7RlKHnI0Le//W2oJhBu288obl4kla997Wv2MLoAVnTE9NWKwz0fQMJcpSf3x3H+kNFLrePLX/7y97znPfToNU5+XnxW+Kmw5c72ve99L7OFG4Llv5mM43Md36wBmsSCiTCRaFDm5U/T0xBoCDQEGgKrg0CWKvf2mMtC4H7uhv+BD3zgmte8pge+mqx0mh784AcnjSTg/p8uaE0urXSyUIsgvu7SjGtd61qXvexlPdn0vP5yl7ucHYsiGySs18gSnamz/NHp+elIYUyS8RnB9M1udjMnFvjWprTix1WcCjP6V6IWuIyXLco5EDScZ8iFPNP38FrG8qUvfekVr3gFJlTJk4xjeglZcv685z1Pqqa7xffwww+35uJbc0U6q8/066gXW895znMc+VDowOlFL3qR5Z5a/OBMMpeEhcBbe5x3vvOd0pvLXOYyHl7L3ORCb3jDGxxcEeatvrP605Vf8ZM3XnLRnLjIRS5iEsjnkmOJRBOIBRzok5y5tAHI+JF3WXXX7yXTmZFcYs4Hg2M1KXHYVRts0JPkbaw7c/P4nMNOhNQ8DD9d0PzJ1Jl1PMibUkoco8qW3dGKyQoo5thyPGIS8/ZWt7oVeTIckxryRC994wCsMNX4OCTjEk4mCuH09QEgs2QMux05xuFwKC9/0LGLowQf8JYk6AgIxAYen54adL7hkxRaRifh4FCll77RGW3T1LpEZ2aXmhVbd/e1/fbb7253uxtDOA6B//u//xvT0RCjZiZJte5a+ROv+NCLqh8XvtZpfJhGJpHSzFbmEsLN4nOf+9y+++57pzvdKZgQ0KoEZJpx9OUMwjQQbAY9TZichLAm01tHhNlFJqqm8W0aGZrjIQeYAN2VrnSlj3zkI6bcLrvs4ubLDT67w1qNDLpbMMLd4IlPfCL9uqtFoUlfB1aElYQWcPhPm1bCxPIZQeOwqC/TRk0vnyCX/KnZNU0Is8pQHrTBy4fgGYepytx2yQ1NhLnEW7RCXiz+lgBJzASujrzR0WtWf5p8Q6Ah0BBoCKwCAu7PikVNPWAO03rkWfDTn/50rW7vssqkGSRdqsm42yOsBS9+8Ysf8pCHWA3JWLwsc6973essEM6dHBho3W233fSy3tGWBSJ69K1LnBSc3gKzbp33y3S3BKO3Nvb2aTSnV9U4kjEycQDBXPVCkCwNK0fwrYwGVRBB4573vCdY2JUP2wJ57Hvzm988YQZVYCrSDJeBl7x3eYwCPXQqmgBo35EsSPdKJzRRTiarMFWaMPVVbK2B462ri13sYpKW17/+9c51Duy/EyTZYI4qNUkacDyW/dCHPkRYF+mBJs7w/C1veYu+97vf/SjP0C8Zyflk8BPMB9yCDyEGTns0rpYiZ6gEDJp3v/vdsjr8xEwt2oyHyAQTMzXxpzcUWxMpmCbx4gA0Pe0wMG9729sYlVFxI7gbOcVrcm984xs5/I53vMMLXZwXizFOLUtDz+QMYf4EgQw8Dm1OV23efOqcz1LLtAm35557epYDEK/SaXrf+97n5JB7joxs6hzK2dY/9KEPpcGbac4z73vf+3odywzzuX34wx+e6NRwpi0zdVZvh+V5m+0Nx0xKJ9pG0GfD5V3uchc+g/R//ud/nKs4njr3uc9tKrMOKExTWV8Pk25wgxvA/9nPfrZXyMyBZLQ4z3jGM+5+97t7lRGti2ADFzdwhp2ZwOEPDemlziVwbA8Mq/mQT+n+++9/8YtfHG1QPDN785vf7MEVu9e//vWvfOUrT9A/ryaeMAcW3nLD6Nu2ed7j2QfotEJAMcSeP4nCDR1E9s+vfe1r7Tzd0cxMe9G3vvWtZq9pYIDMooMPPhhhXMDr4R+1hG9xi1tgmnjzcp6eeBg8o/Z85zsfwovHbqNm7HnPe16tfLBKOZgSpkcVZoLzzwc84AHCcaTpeZUPIHnzR7AZOMw8trzgBS+oozmvo9Ex6+x/mPB4BUove9nLzHB8z8ke85jH+Cx7b0GMtN3+9rePdVHPa/6bS92QDRxsmaPf1NIUEHA8gROC55qaIO9ZjDkmOvcZL086vvbZsbklaeD+7d/+zUdVX5fR0OqGQEOgIdAQ+IdAwEJgdd5rr72s1B79W22zUuAjZHdPetKT5Pdu9U9+8pN9Qebe9763xfE+97nPIx7xCPJu+xYpC5xgrRHWAmmJBcV+wBLv6EYtvzrqqKPuete7ErDGWdkf//jHO2uSNUm3aH7c4x4nUXzQgx5Em1MKGx7a7CQtNxe4wAUQZCTkXj5yVGUN5YPHnbQxvTZBhp400qNeEXkJ7vnPf74n2vI3kFr0ZQJyS19pEcJ//dd/HXTQQeSlE/bAFl/rspwBjEKWSLz//e+XV8i1rnWtazkWk6YecsghUgujoJeEyv4KDoHCkg1JmFzykpdUGy+G5BhaLeLyVWOtV5Z7+l1KzyQbSXc16UVSPuO7IVIdE8DLnJhcVS+tzG1TNM68MDRJ6Pvbn696/c/EArSXteAlWiEZCei8+tWvluFJsK5znevIqu3uQEMmKfs4/bPy6TRmaqg59/RU4wtf+ILzTZsf1s1dIy3Pk+wCl7eR9GmR+NrTG2bDZgjNfjMmJQOQEVqCP7qwAgHa0LTZQpg9vvIEHFhxzIffFDEvXYJUpm5Sytpt/e3ZTEQT2vSCLTDNDDNbEi9Sc4gqOMuGec4EPfiz+jlBnsPU+vBDzz2FJ56R2De+6U1vEpTaLOeqHdqRRx7py3s+RS95yUvcd6Swnp14QdR3/PRV7Oi8EOw9AQjwWXQwFxETos48gVU+JBNcGm7ioe5qfYWPpsckdFu0YYh+3iJ45WtLwnnhC18oCjPBNsMGGM6ZzMPK58jhGNM8MVhGil3HbkbQXcBlPDTccn17FX7aDNiugM4nBd9EhbNpI0Y7N3cr9yaw+0DhvOpVr3IXc7v33U73L2PB8/lOBgjTqYYkqIXjTsdzM5Mh9wEz2VsEZrJLjhEwYTjslqc2VXwAzRD7Tyei3kIUO20mhvXpGte4xh3ucAc7N58181nIr3zlKw2f27Qx8mjDh8KbKrrvvvvubiPmlV42QtY5Hxx3mMyiOYZsROjkj4lErXAMjQ+dWe2W4lVxTRbdxGVMge8pgIXWh9QMTCBqsZARnTlv/Xj7299OM21znFpNVUOgIdAQaAisAgLWILd0a7GtlO2TpSELoiVA2ukNGhszN/m8TWNtetjDHibX9/jSQmZdsOQp8VM+oK/1kRKLgh2LzND6aB207pOxzlpP892ERz3qURY+xzsSVEmXJ6c2hFLoRz7ykbY9HuhT65G0rMBKJKe1VD3rWc/ycN+OwiKbJXsNrjsCB0vWRGsrD22MZYmhZQ6SZOcuMnMJBkkgeBhq5YUbzO9xj3uc61znkiDRkIQTMtJUtd87kOeDxforx5M/2IPIn6UT0IA8WxRe/epXdy6KQ1Jqbcn2pTsjAtWkWwaCGFo+oDbKhgCHDI4hSJ4gq7G/yLkFZ5YzFVf85I3rAvY8QCrJe/SlL31puMvJ4KJAFjqCkYZK5TWJ2ftstlWeFmgVHoGaysuJVl8WpZLZydg/yKIo5xWU7RPkvpIwk95nz4GPj42sl4DB0NczckPoJMQAmCXGD/q00UkenaGayUNxZUJQglAgZqRZB9ptbnMbuSBDV7va1SKg1Uu33nsGjhMVH3hzzufWcRzPJa+YUkZQSwH5iXacFfRoSLDqmZycIEwzbTSzCAFj57kR3GyBnFI6vIIM9NyePOYx3c11/ovI8xL3L4gZehk2/8Wuu0ScNnsMYtJcE13IHNCKj0gsSwhBx+qrO4d5BWr64yRnWEG7J3pzkqt2R2agA0PAmsBueROgmEsTH4DDh9ys3U0gAEbPF6DhU2OLbmKYHu5c5h6jbkkEhOPysY99LJTcyIyFe5PJICJbIGDazxDzEQOy4uYioihhdC7OU8IukDM6CM5AGIBG2VIhtL333pufBHzebZ7dUnNfwwG4DxfAPfRSZ3qY/6aTxckJrc0bV81zDxEpz7OVG9/4xoR9MD3IdNMwfzwnErhnbD7OxNgVL50+9fwxG93T84leftT0KyKiXCAUvutd78pYFBr8B7WB8KHgqmcTppMF2HFu+gpK+FZTG10jYtVP1BTqtXwnm4aGQEOgIdAQWDUELDQWBbmZXYTHkZ5W2yCxLrWwPMkkn/rUp7rtP/rRj7YWeMwn07ORsHOznSOWZDLe0iNFsRBYViyg+r7mNa+xjjjesKBrwidp9URLG6z+Flxvndzxjne0vHpBzJtiTh08P9Vkq6bVWuO5sPXXC1y3u93tZAVWIkdPdpW8Qsf02qmt1xATnYUSIBIh+whgWijlSH4FxBmM5/6SBA9zJUhebCEjwYOqAMElKEdz1tacZ8iOjJFsQdSOIj1QFriH2r5emDVa5m8UwK6QpC1Zor2fs0q/ViIn5wkfuKSvOoOul3HBt5rry64ml7pLXaTuRtAGxyV4dVkyyCu+eeM91+00oMlRJViAFcqaTDhMEYrfZtc8k7LgC0k+JFryarN2yUF2OwZKJqBpj+5oIv7wwUiY0OaHXRwxKRcBQ+izYTjNHkzeAp0wMUrCdInPii6UdM0tSudTmllCmIn4Ay5bGkcTJqKJYrwzP0BBGD5SdgcLCD5g8sf7k+axPBWwZrN0X8pLwFmtmmP8XNSfWQU4466hF0JxswAFjvFSEB5jeKjz3ve+VysfzIQ8DvEBcOPgGBg1edThc+XzgBYphboLyjC51FGYkEFg5m41q6vk+QZhSihHQzX5fTBnCOFFOzIe2zD00pe+NLDHeZwlGJ2pC0D4oM5n23bF7446aPXmpBMqTJ6AwmbMqw58CxruBSIyARJCZqNJK9LI+ygh4OYjZiwyh13qxdwc4+I5H9iCoeKSCft254f2kPg28OwyaqPlLUHfiPOpMTP1ittoAjoqIrLtAaCQTa0gY2NGM1rBt5IhcGKUEgXfNAOd+4wP9Sc/+UnaHGrpCxbMwDvT0IwUppbDalAjeOJ1lDhD3s/MWCow45UzUmHGN5zs9wjzx9pgTfUp8FkWtX2pmY8eabQxGwINgYZAQ2AtIyCx4Z4bvhXBPkqqiWNVst7ZquFrxfH8XUKf1dlCbHWw/GnNapL1haRlQu3Sw0pKEFYQK4uCT1gXHb0uaNuWt2+e8pSnXPSiF6VT34hRbieT/AfH5s3Sk2eIHPDSYF50onANluzBpBP8tyUTlEVTVuBtL4m6VNmjdq1WVWHCJzCSAbJLAQpKk8BldzgIoOVbGFCi1gNuay5+FQIM6Ws5BrIVnH6P0XMiYghYIayJFUoyENIMl94zIokp2aCHb5Hnqge4LqN8yVCv+OZNMMERoQg1l+JBCACBqQjMS7dO3hCOF0SuSSFmuotzyUF2O9IGa4OBUBAuEWp2EQx5VG8IjaXDKxxOGj+X6PjJK/K8UuObEARYibddc4vSOgYZg80BBYdaBxR2Pl6YdkSbYzdW+MaoLQf6/ve/v4nLT6fnzhx8nqXItpqeItjxOxh0iGGD5GmEGclzXQibgpzMvFnUt2kEaM7dAZI8TxFRkGGIe3e+85357FDbe3rOJe5+97sT8OzHrpKY809j7XxJvKKLBjhQCFs+o3mCz5aiS+hp3CuZuKQuPcD08MYG2KGQQx74a7WX44zHMDoa6yc84QngEqDbHADl/aVwhQjBsss39wiu+pDDwQbY9549IvJCPJSAYFOnEOCbXbqDOKf/maj8hBv3AEWboCjUK1PXAyfC+O4gjjeNCw2Rn0tEXKKHh8E5PlhCbGM8X3QUzA1MHJdkPGjMp0kXkWZ8aYCAS+928g3TLdgZMj6mx4daxaXg+KUTTByfVsIICmn2KbandVv3vMApn4+DDaQpJ3zaYKXv8otwuEcPHxgVmksEH7jnssYC7esNGQVxuVT0ImZ0rN92bobD0JiQpj2+vi6X72TT0BBoCDQEGgKrhoB7u4fR7t6WA9mF9/Yf+MAHWmolYO75lmy5rts7MQmep3WWDAu3LM76hXbzV7Silax3nEdIVBCYCKrIUIuPVkv2LHPWO097ZS++BG4lShdiFj4JDzGZjFxRkkmYM95SwbRcSrzZXTWUpjckPwQjMC2gIgWdFRztZSjnPbILTaIAi8VUvMIhAJxgVY9rcQwBAQTADZC8gjYcyScxOpOFamKIQnVabYwNkNdQJd7xQSu7EEPoRQ+7CEpk41Z5j6dtDlnEYZGYE0KEB/FqwstBe8XfyeEf+OIi1xV0ZjB0JCuyFoF56mySOQiWmcnm/RKoKYUfaBDTD/NkSQ6wm4+NmepsygmAMwHHXM647Hlg6o1hXpncDrhNd9Z1UTT5ANAgv88A4/AwQZkK6MnWh1tp0F2tKZMgNdx8pO0ZTEHzgBtRbhrZj5mgXlB2KA8uJ/JOcjnpo6iX6WKWm+uml62IIzgzUl9NPGQl027Yk6VxeM40naY1K7wVTqyoxeKoxw8l8YqAS/L8r7GWpzpWcrqiL4TzeUMIEycvWFIY8ClEGDtNS/A2OHOAEt0RMnvOO2oz2UwGHzbHOFCyeVMg5u1we04Tw09QGot0XILp6bvwil07NyMILgSO4fY+A4KrahseOx8zls9+mATNZ9CRNxCgU4MoA63mNsAdeXmu5iMmEEF589Cbe5oIAGF6DydLApkbmQMkuSEcD7piwjuBLglYVBCKR2h8QKjJ2E77iHnPxFudNmPudJYZfJ6jnUd598Og8Jlyp9NqQ+PT6iPsuYDtKCi0WhFNe8/kvLsLKBpsh3gFVXz3n8lRTN8qFsKM5ikDQwZI1DhoFo2LS67ic4ZjphmffSJErUn33O7NPZ9o9xb7cDfGTIDpPWmSDYGGQEOgIbBGEHB7t3BbAtzk73GPeyC8TWcV8GqfLzxbiK10Xj7y5N0rIfjWaKuYtcD65bKiQFtNtGax1ppVw8piyZMDWFP8dRwC9my+G++Jv7XDc1IcyZLFznNMiaJzES55dZBX1lYuybS9VOlXCSyRtpp5McSCy1BZXyOEYJP4CT/JoeUVDhIJ+EgMpO7i5S1UhSxnSx4S9IQMWK0unYZ5cm0TKz0+7LDDpKCSPQgDh2aG8uSUpEujpmDaDIPI4Z78wfDplURCr4wX6/whqZe+Xinioa2EjCUOc8xrOB//+Mcl6jZvOi4T57klbePGmH9Ah6MiGHEiAgq+3NS2RFRmjC9T+kEFv0BAlRf/nDaAA6YuM1nHmZiJbySozQhJ9SSCvGIF35h5BdnvQPhcveAFL8DhBkk+A5q3hsSnwt7Dd8x4Lp/mGCKDLQSBkJnJH2jowhagaIMMhWGaUnY1sluvTWolwxOFfucn9jy2uGg/quEUSxfd5b42nDla8RzCvtQskfiauJlkgiWpzOTkBGFesSsEbnNeAVSSUXytfoPBDJaYUsIH34iDv2ND50iGGwekZEjyTc4qQASfFQOhV3J0CFAO4T4GW16tnODYQBMPEzjlsWXQfaSdZdnGeP7k4Y0mO0yn8zAn7Ft5jgozIT0+8bnN4c+A5vle8tOUA5ENiRo+vBK7MfULOrZb9jB+sIjP7vv4rJuH5h5w1MDJRNVRdwIuxWJEYOszZcLriw92s8gNyOxlcV5RwLaMouMPqPnvfuq2hckfC4npYS+HzojwX0fIe6XEuIOdV14p4aEQ7nWve9mmOkmm0LMJd09u2456F8VGyCY/On3bGN+xHpR8OjzstE2lzd3cfQaAJhVtgiU/l5CNF7czM9GCSsiUM2o6YRoL21fTyW+FWWXJwIGr1lqt5PkMIjj46zEuPcmysurrM4U5Fz+bkoZAQ6Ah0BBYHQTc5N26LQEWGjd5S7OvbFnFWPdilF8x8RaG1ynd+f0qstWQmOfsvgqhS9I53TEtl/pas6zgVgRqrTVZQ/0Ql59s8NIjSV9asyZKFFnxI5MKMRm1vMVGxQIkq7F6Wn2siZIxyYDMx/rrYMDjQssNW07t1ByQF60OStNbgYDcT0oDAYmBWl+BWy5thj2/9noapuKVRWu9zE3UesGKmDXaZSC18tpFy5PznXl5sh9ckGYQyGJdwsmLIInwyBsstr7B33ot95BREKbWJd+gF5f45utLBx10kFwL2kbQrsFAELP0G9+4yiJiehAGJHuZ9wBr8qX8VQIkSB0zh9STu8zUKl8JymqaEyQN87Uy7FLCiUXj4VKMykrbHfZkMieOkeGkqYAwXcxR/MkdV7kVdD5XjCLMabMfklxV4+CvEf/5kxuWexba/dGHE5iKSyHkA5x9FOYqwzhgjksKNziW4u4/IDP5UrBugmSEWTcaI3KGhzbgdvZsnBQmP53f2tL4MjExi40tqO9/239CA8cjMTigc9PAqXAQ+TjnrqIJAup0RKxy8RBUUArHFMj78IrOcxY/CGaFxswjDI6twXFZZbiauYZAQ6AhsGYRcIu2oDgx84g5a0r/vt67sY/zmYAuCgFiytIWo+hR00ND6bFiRnnSLa0lg0jaQF6rLloJ1xJZWTcBwgoZL7B4HioF0ndprrIyZaHfH1FQ2JKM5RiAh9yQ7vKZh/EWBx/Hhsrxo5+CxLeYMoQ/2U8CiuiIUai4nNLDyWIURjPH6Pcmqh+kcfjmlM92Doy209b3OEkyQ+DSk1wZTlxyiZhgKK1r7rGutEY8IFDifRETgplvEwcC4uqbXjSQcomTeQ5Rw79o39UUyPQqb308WO+6ukb8d4/gidQfmLzNNhgz3mrK7QAhou6HbTXBZCt4huAnf1LP6kbuKbTRoC8lpXlWVSsq7+EZD92OM3Nszzwn83aH+4NXPpwnu7Nr4rwQCGcc41I3oqBU8XabVtT/ccodwWXtIWBqoW1T0Z4RoN3WEYlF+JarDNM4bY3fEGgINAQaAmcUAp6EJkPgQBYjK44ywR+tVq5afydITm6KnqxoXYuU57KYXUICwHRcjX6t6VJrDY7FiGT2IVrFiM6CNdmrZbbWOu60ystHVnmexH/u8UFB8MS6aUfkMa7H7t7nwoyf9nsVyDhnKOzKzDEroIpmtUBY8XKQ80wvasZtTZhaFb51fRjn6gT+mtu85ZOQ2FLzPgFPCGP5TUxQMoDpKtid1fNyKfMgPhdQs2pbOXmTlasKE+rcHXJZINflGe4/MLt4xufUbmFBiZNxOJerXBdWsetS4fOs0OmV/Rui+haxykFNNucunMcT3PMqv3eVPeC0i/Mbkv4wgNjdHzPN0CYYbYKKTl1CqzXVZVpLbLIDK9HKdHymPG7YjnpzQ6RZLNUV1xno50rE3nQ2BBoCDYF/JgTkq93cZvrQ5nVvH6kHc4DfXQEtl/zEKW+zetalpqQ9WTqzYNlElcCKEpY/1j249EgdrQCZS3E7HI4p+I6zvCd5wAEH5DU0Gzl9xc7nkU4GhwEEulCM7DUTs499z4EUtnCs7/GcKpeYyze65jZvAhZeBRYgZsJuOcIZWkajpNxYjs759uVSeRU/XQIt03G+tpajjVeZtRnQ0D3X+yWa14L/bgH5jNWgI3ir4HO2nORzhJcDy5L7lntcoqQcm1VhnmPR1h+HXnTKrEpWQR7+0Fbz0x3ZG5LemfSKuSed7umGJoRwiAWQeBV8Kqhc0hMZl/2IT9u4rkIsXRPBPzs0d3OB8H+vvfayAlmKbE09cUzUmiqKroZGNwQaAg2BhsBaQMCd3C3dzqHWnSwx43zLXb17YyevZIUa12uYrwvmgJ4SCz8yEevZ2JrMVC/OdJUQcJmajOXJ2tTr1u9oecKpvmVrvkTWPou7ddBLKIyCN15xQyuXuAFwyDvX8l2+7PGykoY/pZ9ioXO+/lPIOp1c5TwTHIvDcT7mAmniWrIDa27z1kUzE6XLWXKci3bsDmSQVYdYtO8qCwQWRjNLEKbFKvswvTkYEu4O5Vrznz9KMMztbMBhl5kJxKYPfL6SgbHrWBfY6W0lEPKlcPq+qylpw+b2bTjcu7074W6uuBu6Zbunu4M7sNKKwyvCiIGIMlhkQmgdEFjNcMoWZ8ofhFknHEEpFh7P53CELEBdcEJU90Y0BBoCDYGGwBpBwN3bbdxPWVhoKg2z0OQmP+xkyVQTyXHCJTNMDHeZzJnGbjSUnlp6rK0WX5eUrPQayhYHGIJn9jywReBYDVnPWolDACwu1cmEtcoZIlZRDEAX/spFASXK43y8SjiYMa1J4RVJJTIDTk55OfPWc6V/sGQYdGFX5FNGNRcxRukZ9mcuypeshD9xiXuZBOHE2yWrnXtH/uR+ESeLRqwp/znTHeguPeA5iDh/RuHMmQz0MkeqlAjkjIplmhD46S4M8NzjvOBuCxef7W3iuUduft8ot/tuLPqWCTfHzL0IJPyucEmuGmEoBZUdWhEuOSAWdQLnNue7sayah81QQ6Ah0BBoCCyKQJIEv6Hldp0f2criMm6Jyf282zrMWdQoAb26StKlmMM605QuaGXAiqZuq3AsSaKzyHpO6kvmERjuOKBnmZeM2o+xnoQHQaGHs3lWO6CcTMQ89LRoWkwJ8BBzQLIutSaQcOYeTvSr4zlPmAszvsUiZpoipumf4QdLgqnYEmouE3DoFa0L2a71FbU4q/Igk16rBsusTpLnW3cQi15r/scfdR6B+CyNnAMJp+v8EjBZTpeRY10gT6+5AkGEnr7vakqC2v3arTw7GbsaA9QdIyOlyR2QmJu7WAbcy2BlQEP3I+6JuRyWH+i+QpfxR22JyobNksMZUSTA+JZINU1Yh1bIw6a2IdAQaAg0BKZEwPbGX17N4uKOnVv35PUl61H0T5Yc50NXQ1eGtm7TwGVXEh3TXfkSwLRCqXO0aKnKmpXoSmzuBDDzKkr2NuwqztPUsOUPB9ScUXA40Bfp/agJh31PPitpmsa5l8C1TsZnXPcJ/AEPSeKIJRZDoBX+a5qgatGmtfjapJASVYJUB4JFg1mOAIsxFyL1Ktid1WeOlW8cRtNQk2NWbasj3x3BvvtbUue14D/o+veBLXu2uBpm3AvCgCKmrsvVga6sxHociA9xtQSmJISmEKZwaRqmNLRMMU5mXOjJjTucGiB8HO9U5I+hjRwXzAqzQBspuUxvp+9u7VEsMwr/M8fsQnnl8WGCslPlNg7JtTxG00fdJBsCDYGGwD8fAm7jHh2Ky+3afdtS5WZu/+DePjJYYm7p3bs6Tpgj5ccxq0tUuYwP3cvQaq21eros39KrTGTRibDNTx6bCtDClJ/sD6fkV4KwcwOjmgP85Iw3blh3CVuX/Ocn093FMcJ6cRWfhopxwMkKmR5FK44SekB4aZecoY2TfIiTMGQi2vrWepXLZRo93TZ9Gl9///vf+/EAnhlIXma8l+nENHabTEOgIdAQaAg0BBoCDYGGQEOgIdAQ+EdHwJcJPYC2mfJ3EfydN+HY19lPZXc3Lrq0znzyxky2ttmw0WJ/ma3wOEuN3xBoCDQEGgINgYZAQ6Ah0BBoCDQEGgIQ8EZotmp2UgrO9CdhM2/e8m6PLRxLtUHMEWEbjIZAQ6Ah0BBoCDQEGgINgYZAQ6Ah0BCYgEB2Ug7AbKxq25Zd3IReaZp58+YLhd499T0T52/Zs7GUlycXNdYEGgINgYZAQ6Ah0BBoCDQEGgINgYbAmRmBHIDZufkOWp285WBsUVgWebdyZH/bRMWGTRkp0JgNgYZAQ6Ah0BBoCDQEGgINgYZAQ6AhMBKB7lat6GzkRspjpnXmkzc9u9s2WqKobeTGAd34DYGGQEOgIdAQaAg0BBoCDYGGQENgGIHspIb54zgzb96cueXVzP6u7bQf7hxnoPEbAg2BhkBDoCHQEGgINAQaAg2BhkBDIAjkHcbQ9Z23KcFZymuTw6q7Hgy3Nk5DoCHQEGgINAQaAg2BhkBDoCHQEGgIFAJ1EpavwBV/HLHlbcdxzRP4frBEqw1biK5k9+AvDhUnhJ85qV7VFG1dPZSnVa2LpuFe3e7pi6Nj6dGxlHT5BLqXw3pKwxKI8jYm4nZM4IRZDoSvS3oNmCth/Ap/QKZ7GfluHbU4Xf1FI1YfnzjcDacbJroui+jGiOZz3C5sXUZYRAoZlyNN9Ltu+WuJURtVZSKXA8xqnSMRPzkZz7uxlHVNoQkXPeBDN9Io6QY+IOwy5spEiDCHhcMZUOuylJSeSA5cFhO/TFT38rN6IYoe58yZkD8MVIGZWdTFGZ3Wkuki1mXOF2qeROF81Xadb3RDoCHQEGgINAT+yRCwZ/O9s5y8qUMsGuPMr036W3K/+c1vjjvuOL+O4g+H+6Pmlm1/rMBPXpaxrN/5E9749XW4+CeBUMjk91X09cfpdtttt3SXqVD7l7/85eijjz722GP9rXRirGDqniw2CmlIkKnrknJKyOSvrXPAXxU/z3nOc45znCPKGdL6xz/+8Xe/+52/3a47tdFZISyZ4DC3/VV4armU8BH5I+uJhYfbb789E/xB+wFPtRh14UYCQWCi47NL4dCcjsPulf8sxpagOEOSWqoSY7yiFucMwccfJTQcguVAQkvU+LyNe2puBwd1BRt+msKHZ5SYRbvssst5z3terTgkgfCnP/3pqKOOOuGEE1wqw6qKAxx05hjHBoTLgTkS4+aJiOIAWxkynPgZr+IqOiNOD+gwOa+Yz2ZIaRh2OPMqoGkNEeawMA7TWpmAMGGFP0yYZiXPmUgWJ0T4aYpv+pp1lHD4rGc96/nOdz6TIWI+78bLz9iSJyyEAW1nzssMDTRqDuBALCOOaSBcQiwc9PnPf36308irFV2CHmKF7ns8PPvZz240z3Wuc7HFK2Ndds+cY9eibgg0BBoCDYGGwEogMPPmzc7tghe8oMRrgjfShWpNZuYy2ViWcwLF//vf/y7DtrMKRxYiU/z973+/5557yhcHlv9hJVGlDlFqywFdZLS//vWvbahq50NYpsgEZknOhaD5Bz/4wcUudrEBT6RWYsFESGvYEiZ/6jLWdecwAfVA7FJemi91qUuN9FMrfjTHtPwpm7cgU/oHHFtlfL7zne9c5CIXMcrdKPjgsuYGupzkfPeyeg0EZRYdeeSRngLoSI8C2D/84Q977733hCEu5QhFL/oHRqQszpdgbuQ8GbBCTEQ957a6N4BV+GpiPP/xj3+83377DcA7oNNlza4ihmWKY2r95Cc/2X///c2uGNKLOaVkwneJUHebSmaA8ADoV7/6lXSfNr08mJD350EGi4uGMKDtn/USOEJzs/Jxzqw2Cn3s12WDpBVWxDwQ8Xm3+z3mmGN23nlnm2RMXQiHIAnnFbrvUc601cG+kYe582C20hBoCDQEGgINgYbAfBE4XQ49jWoboR133DGSSSyS8lZ+oKlSt2RyESYmJ8NJ8oGZ3YV0zTlbKSQmF7GxqZw7mnWkNrYiHCtVI7rmyKSjLlRRmHSw/GR0n332KTeic/k1N6Sh8Sra4rmomcYPwavsJF123S6Bbt/QJHMuMdLJbrKbGCt/it1AF8cikHqV8RGCQCqEgOMy7oXfRa9LVy8Evr6mkCQVbYjNzPDThUI7Ovt/zHH7sVKOKLrrXtfifGnmRs4Tg8JQoRGves5t3SlVE7Hi68Vtl3/729/wC9Vhn9NUSkJMlqeE2jgQQ9W99Jd7RVRTl+hG5zZiyMizTqGJsccee3gqZLCITdbT1fnPTWdoHJfBxB2jRsq9FERww3FzU2s14Q877LArX/nKPhSBhZiJQUz3jNoK3feYY8h7Gd3hKKNdZqMbAg2BhkBDoCHQEFgOAjNv3mQAkoY8Gk9OYIWWOlTKi+ZQci+1SyV5gw1GLtOa3YWm5J10oqOZGCV5tJy+6VKhEggnCvGJDZjD4ZtckCFirHRNuIzm2uSU8mUSURgP1bQliWEuuwgETzigNT4UQTgdE13k04qT/d5I97ITrmwpRGqGopY25lJwEARWGR8hJDSmEaybFTwRo4Kj8E2rui7RCgF1BEJUkooJ0jTRqbXgpSoIYI4s5HWMD9EQT0YKz5E5bp7ERHzohoxW+DngAyZOmgCST9mATF0mQJdBONqKWWJdgkJqgw8+Q5Plq28ci3BA1hSLmf+hUxMwTLxS5v6RLJf+QQkYGgLvJUIpA6FWMucRxshJ5oc//GFE9niZD5oqZMJagRzm3EFml+YMIoeVrvVyoxENgYZAQ6Ah0BBoCCwHgZk3b0nCJAGSg+QHMS/lyoKtxtGkLk63NXRkIuCFH5dW+hR0OJVeVBfyNLusdDzmcPDLHA04W/X10pco5DY6BSd903Ere7n/R1v84WRMpKYaX82xeIIfP0tAdwJ1GQ0lJv0a518U0kyDmmTCT7YXnZFhkcKIRUbrquGTEBI1uwPjmMC1ci9NiEIjsRcHkbg4n01LgCqdJR+i6uoYTskHlgFz1Wu+RKKoSGNUDZ/yh8W4VHCVbzhKXDKI6YJjuNNrgrfEatyJ5XKcfCxSGzGGYsVcCowD5hJXV1s4FZTudGYqxlsCii7J/ivGrpIzLR1w8qnJqAUr0MEwqHpwAx+HzD4IODmCJoxJDAHSXOKs9H2PibLF7Qw0ZisNgYZAQ6Ah0BBoCMwFgdM2M9OrSyZnZ5U0K1mdBVtWUat1ZWBJrLUON8k5LO2assAjwtEXhzyFchH8Ad+Kk6yFJ0li4gnh5DeIJJpRGD612RPGKAEcqf+AiSVfshX3uMSN4BCCtzEd97y/5DWnJGGeqecHIeIV0AreuB2daR3n289//vMkcMQCO0MSYt8n5AxDQSmq4sPq45MQ+BBMEkucSaTqwtDQxNvAmLrCLw1BVYDk6cfPKCOUkh9JEKBWDQr4oAuokfLzYjKU0AbmSQ2xEOJPRR2Cn+mb7vzpxhhgcap12OE00aMJncthsXDKXAmwXk4GvWpCxJm4mrpaqSpzPguxGyYZwcbWsM7ScCYkgiFwTEv4QCAoQc9nHFYmf+Y8vsu8cK5X7jaZXXrVzSdjR9gEm+N9L6PGKwTlShw7Ew5ZC7kh0BBoCDQEGgIrisDMmzdpgYRA4VZy5aQXVmu/MuK7GZKMSiY0+RKLr7LIEpKr6ZVlHoGZlZ4YQrHeh8CpBJGkSwUROoTcxVcsfDvfL0na/ISZuoQZjV0cmrUywdWeuv6pl3qOGUysQ4BaNIshUgcWtPK2t73tla98pd+F48+f//znG9/4xgcffDBPkmMFGRpIVt1LiLYetsRQt37EIx7xmc98Zp999rFbS4yE/TiBnxB4+MMffrvb3Q6ztiXl2Orj0w+il8R3Q6sYEQQyZL4S9tvf/nbvvfc22Uo+g6gvImLpG37mjNYQOqKJ0RlzhElGODrxYe53R8n48cN0IbYKZeQ84Ru+KWFic6xixMywInzB75znPKdf14yTQijQdHepjPM/kmr6yey+++7BpwwNdAw/iGkqQ6FzmbtBONlz6hUf0jF06tw0xEIeJ/oF1ZXU1EohAORAh8j8VIMrNDzR7hha1Wa+kzd0ZouOSk2eXEYh4TKxfKLmDxMcq8vla24aGgINgYZAQ6Ah0BDoIrCUzZtcwQqtToocdS7vcIc77Lvvvt/85jclBzLLi1/84r/4xS/QNm/Pf/7z/QAaSWID67rLpBRqAtFMrOslJj3VUS6S9OXmN7+5BPcqV7nKi1/84vStXtFWl1EYZvSgEV1DaAWTLWodZAlHjJjpGCI1Gczw41u8ihvhl8Nxg84kTG984xs/9rGPScEPPfRQkuhvfetbIiKWumsIM5c9Y+OT8vyWyZ3udCf7WEo4Yxf3la985fWvf33+rkOS5qiKk/EqNX4xx+GTMD3ap5l+YvzR8bOf/awQ7B79cmBMJ4qu/qL7QZxuZ1suFUGYrUc96lFf+9rXDMFb3vIWzktGCSjsFtTDaouDIKwui+h0POSQQxxRwooVMjTf7W53I/bRj36UjIcCfkQHoQiW9YRs+BQ/tXqd61zH2AXPKAwyVAUQ9YCHaaIQP7ihy7EA3rPXZ0LvCU94gtijLXw1JSTV6P/4j/+4xS1uUU3REM2xFZfKjSLw3/CGN7z1rW916uuPKDiVvd71rveQhzzEx9aPc3qIkA81edajNgrLRIzSw8/Xve51sLrLXe4CGTCSOeigg5773Od6nhIBeiiMM+lYH6ioxURgkowAu4hulyjHTBTk0RFLl6jqdonkMKeUVFMpL1VRTkM3fCZcliHWlVySp63LKX50LqemCs6cZB3CpqJLTIXaOKnJpNXKjRDxPDUxXdS55Cci3TEzjRE4moJbLgMRZiAqyRJGKAVg6cTUq9/YqoZAQ6Ah0BBoCDQE5ozAzJu3cfblB7KHxz72sbe5zW3QV7ziFZ/1rGe95jWvsWdzPvagBz3oFa94BYGkEZU5jdM2zJdwJEtIeiFRwJF9kqTNpZryyiSGNSzKkXAk//jiF7/4pCc9iSq2pMgPfehDKed8kht6/CC7IwunH9GJH+sTTNBs5yYBsmFzRPbsZz/7Pve5T1IcbjtpwWTOU3OIXfva156gamQTzbQ97WlP08pWXKU5KKkV+jUlOx+pZAIzsKvt3Logf+QjH3nMYx5j2+bX5F/+8pfnh8LjwARtw00ADBr8BILNlT/8hXb41nO9/+psQFbncljJZE66C4GYDQZzd7zjHdHCUbsEV3ZuJKMKqm9605v8+bgLX/jCBGx47Hw8KXjve9+bv5Yh0vTteqVXOayVDM1FuOwKx9Dc6zjALmeMeBywjb/f/e737W9/2+z1Bxv83uNPf/rT97znPR//+Mf9nqRN6c1udjOeACFPGSaMY/SrPZfRxf5NDVvjdfe739322Kmy7kx3Z8v0YdLMc/KIbEsyQAVdiEzLqE0XtcK0gtCUvTeaQjgECpfRQDklLunPzgehV8QQZRGtyT3HfpXy9Eqr7jgRqBqx/MJi3KYKkbsQJutqhWkIGy+euIwb09vN3UAvfT1r+/73vy9wCtU+6aArEy49IWLIU7kLXOACnElfLqX79EabZEOgIdAQaAg0BBoCS0Zgbps3a7nswZJvsZdYWOldcgttlyLd8XT/JS95SbIc9aweyw+SZiWpcimxwGFXysVoFCaTiCezmkg6wuF3v/vdN7jBDR75yEd+97vfdf6z66673vOe90yC4i1EP+l20YteVMp773vf2/5NLy4lInbHhcZDKZEf8n7ta1/rnOeTn/xk8EmeZAskjb785S8PqE9/+tNOzy5zmcvM5D+7TNj2OPPkkqOh61//+hz72c9+xlV0989/FVzTm6C/UM1A4Lzvfe97xjOewYpdDUMPeMADZO22BBmj6ZWTpA3CwcTODUcUSuxGIGoNEAdmUk4YznGbElbknfbPLDouzpwh4DKa4ROIXCKe8pSnOHAzNGbaN77xDRNDsP7gXvTEE34iMkmS1PITU/cEpRVHU0/11umavitRg46t8tAlKy960Yu+973v2aQ9+tGPdjiG491UM9x2jucJATOELvwcN5TklWzzqEU7ydSRUV/m9JH3VrBNr0sYcqOUTxmsLi996Us9EbDNNqPSnbeeFDgtNCIZR3UijVrmEDj+dKRd5fOe9zwC2YiKJa0EuG2/6sVRn0SXmphTkxRId+Bcdk1oMg0SDn6MptadsLrLXD5NJ7dZRNAW39AK2oMeu24C7LpMFDMZTSy6UOiG5ugVhyrRucFmQH00IBOc1UbWB7+gLlRnstuEGwINgYZAQ6Ah0BBYGgIzb6LGmbGES4lkNpIAtBzx1a9+9ec+97n84SaJXb6fJslQxilZlC+l8DqZ7EF5+9vfLsmQ6Htg7IjPyZ7XESVt9A/kVYuqJRC3pSb6yss/8YlPHH744Ze85CV9W+wLX/gCQxJH+y5/Y/rggw/2XTKbq5y8yW8SEZnJGaosNttCYp7fS0MZpUp6anN13eteF8cW14uCsqVpfO7K0CnrkmM5XRGFEzBfdfMqI83+Yrj9hjyYOV20huh2X5QWY6ITJkNQ8qqkw1XabNSNOAEvmsqGhRZAFtU5IKDXEUcc8eY3vxnUPDSyLDKEZtQJmL9qjQDjEvzXK4PLaBRKfOX3DkKFw3+tHFBckknNnFltS2xiJ4V17JBtnncsH/e4x0VSmnvnO9/ZXwn3V6dvf/vb+0LjZS972ate9apGltrgRnIJ01KvpRWB6Mj/1Ew73ZVzOxB7+tOf7q+ZJ0CPDHxU+e/SOAqWfBzWRRlnPfoJ5DTmhS984Tve8Q5M4JgATk3ve9/7+hKs7l0Exmkb5lPlNU4+OwuiQeHhj370IzrN8FjPNDB2utdHRsgZTX0J6BWvYkKrkq1I/iYegUwzArEiqOhPjU+hXrRpQuiCGYJM3Ih+9cBl8ZdGsJKOTJvDzHkW4+GOm0/+prmhhDzMCQSKmQxVjHHbzW2fffbxROOAAw5wDHvDG97QNDalndNq8qXQhz3sYTbnTARwFnUMIDPZbcINgYZAQ6Ah0BBoCCwNgbmdvFnCJbhex3rqU58qbUo+5J3Da17zmrIKzmmVGyEqXZjJY73kMVT5ms1Xv/pVdLINZz7SR5s3CQSO/EaqQViZVT/5ZD9yF29/3fWud3WKJYP0pSCnNL655y07ah0uHXjggbIZ8pJdiWByl4S5qFHKpUfE9LLVlOM6BnEIYAuKKY1eWhKmI9/ALgQ4RwkT3LMb/Pd//3cvf8qwc/4W6BZ1dUAg+DPBkOPHJz7xiTjMZbcWvt2LbcyrXvUqOeVA98mXXBLCgx/8YNm5s0eHOeQZCt/m06AbXJtqewy2Jmsb2ZrB5TNY0GYOlPJtyXruoInRFEoYcuxjMynRl60qZhqXQGqnaqvJ5xwy27nx3OujDuXMELPUzPHNtGtd61pXuMIVAh210a+ecraMDGQaZvRDjLcJx/cqdfSMwCcxHE02AOYGPo4pbbZgBl4cEymgDVuMWrU9sA8gEJ7znOdkJqDxoXGPe9zDExyv2EV4WMkEji5CoNBeBYAkcd7//vcjuBcYDYGXjW2tL33pS1/jGtcAuI3o3nvv/cEPftBr2+TjvMBJuhfheOLgKYYdOPeAQ5sx9Zo0GdshZ5IOJD0jcMAOKAh4cGNM6ecMtVe/+tW/9KUveYcW7XDb4DJHLIGEYKU44S+nTgiZMHmIcNOb3tQE8y5ArPis5Y5nFIzXrKbJUw5SBLSNnRcNBGvabxsf8QAAQABJREFUmwzmrWcoInIn1OSrkrZzNbWYS8dwlhNm69sQaAg0BBoCDYGGwJQIzG3zZu23lssDbnSjGyV9SV5bfkiSklhICLLkV9M0RPLI5BlyhZiTfiUXZ1GhR4ahjqFp1HZlqHJJObU2VF4C9KRfEvPOd77TdkuuZlMqKff9vbzXR1h+o+ZVciwxJiPsqg2dJo7xU51d3wMf+EDmvDMp9Zd90sN/kSaWYSUTONkbA5YnCYQwQ+gvf/nL9h5eNrM1ete73iXbXgI+5ZK+slvvrdHMlletXvayl7GbdNkWSw7tSMop5QRvh5uoBaYjBYc2MmkP+PkMCgmrA0m/vELAhjDwBsNhJYtyMosoQWQWwdyBLYU4TGBSgqmILhMVbmhNRg3HFzu5GpyJkUcjdFcMhEnigIu8zYaj2std7nJ6xefIxMqi3i5HgDkuMYRgnSq/qClGWymXCVaTRxJSf4QSMR4SJiAoZZwPkdfFABFzyZbTURuAdKfHBsnWy+dFa9SO0zbMp9lH5l73upfR4bmnQuaDw3APg+y+tNpx2eH7dii7zuF9JMnYyZiW2YYJgV0HpDTYRqIf//jHe0Ri82Pr5emMfQi7lHz96193QG0faLw8pmHO8S9DulBoe+aY3RGlrzt6sdlRrW2Sbd4vf/lLm3Om7e5IUiVGxKyRDsfe5QChPw69D7V5qzb3bn3rW4vO3cNHz/DBHFMrSQLd7ovS5DMbEaYukCHmdmR/K0BNbhd+zMb21c7NmZvouBS1RkFZ1EQTaAg0BBoCDYGGQENgjgiMTc5mtSFrsdLLF6X1DpTseWQDyWYkFrJ5rVb65CJLyG+SR9JAlcMNhM2hNJoq30BzehDlXldDzOo8ef4rsUKnlzw9Yv/Upz4lM/Mw3sufUhmZjSMX33ryxD0mEmOyH7FnazHSepr4HBMwscnR3c5EHkaD9Ciw8B9npJIJTNajWV87QJcInJvc5Cb8B7vTQpsKRxAMsRufJygcbtKFHoFIjmm2k/nP//xPr1c5XeG5iCS+Ekqpni3BcPfJHOAL3NkgDRJl3zZkK05+/vOf11cO7UtQiXGyqpGtAKE/CEt2EQIRgpGNURwy+hJLcWm8uEHAL5o6f2Pd16j8LouvBunLPXsGAvDUBHZMsOcP61FFwCVt6CgXZnwY6eR8maxnoGPUwRpPPI8IFPEqFrkUrxIUOjhnCo30SnfKCRh3tY7e1PWaqPlsz5bA7ax8+U33rq2R2oaZdNJvptk4+TlTP4Pk0PUSl7iExyj2wzwkYEvmfIzyH/7whx4oeMHPyNqh2S07FDUcztnMeVssL0L7/Nq5mbEOn70L7Zt+OtoNei6A6dVi2txPPN3wPMIulIYAiIAYE6a6uwHadtSjFiHr4lOMyZ9ALZAgORzR0jhmKYuGg36FkoymEBjKz+262ZqowtE0qxUx6sIEQi2WW97ylhTaCRvQWPcZQV/taleDv2dYGXHOQDgf0iWM76x+NvmGQEOgIdAQaAg0BILA3DZv1EkdHJt4c8n+DZ0iw8hXxeQfnljLBkhKvJIdzjoMOtqK2BvIMxQpi5xDbnGlK11JMhHliGQkMynnJ5f4zITvofmCh1Mg+YrEEUe6xhyOHzKR7XmW76VK+mOIxSnTF+mO/JKqZHjSILuCOMw0ptrlEsAJ2jQDIVvEhMNDxwVc5eEHPvAByVa5PSs+5ClnSCbnNNJmxvtjsIIP5bYxLNpf2bzJnmdSTjiAeGXLUYaM3x4jIJgzlPu9EN9p9I4f69Ec+emtZICgASInDDqCQibq7EJKmlY1ZuhoNl66OHzgjKj1Peigg2wJDCKBnHbChJNSee9hmpzRrDaOnIzF6HSpZLijf6VrDnOAUYbsfgXi0Om2t72tgYuHWv1tRicttvQ4JmT4cNYrQ4AzXCJQ6bvX6nyBkBLI0KnVy8Z++zQKIzysZAKHafPKLsInzubZjuJDH/qQI1AnZsDU5IPjrzg4dyJp1HrIrlvnE2qzR4BFw2HnxhlMmOvCnJ0bTHSx+/KMiaR5u//++2Nqtf3zO6JmhYNTTxD08uzDwbVHHn5qyHmXscYUJv3k0U7jE0U4RXMm9DJrjnESqhRm15To8MWOpt/hpzARcAgxk1FTl2b+K8LxRvStbnUrz8jMauAEGdbtgR2+2cESA6Ai/AAyk7km3BBoCDQEGgINgYbAchBYyubN4m0tV2K4S2iSb13oQheS1WmNZB7WShHCtORb+KsVIT9Qkoi4pFDH9C2xcMjEHKJyDpzqS77Sl65O3TVVqctoi63IS0d8pUSS94IXvECrfEgaJ9VTEHJ95wmKXYqvnUhuhFMWS/84Qh7pd0TgwKKO1R2tS/RwoNwbp2eYH+dTJ6+SrQZnUeDrou5qjnBUdfk4ddnFJ5I4il1KNiqUuGQoWTsZG+lIzlrHYbPF/u3+97+/89VszmXSdm4OYSjM5IlRl/xkvQwNXBYfkWAJZKqoTVRnaF4P0+oyyX11KVVJiHXP6IiUpO8o2gt5f88bnn7FwS7FbMzA8RAReUqinBLMuFEmxhEiChRqGqjSN+5RLs8GNTcy/yco0RRw9OK8/ZWfw/GVVNj6DuGVr3xlqrzm6ldnPHPxPEJESeJrPhcIw1ZoVvimhqSXD/26DzEaHFA7mmYon/fhvlGb7uWkIQhcaaUZR4zOxBDcMxmcsftSZaC2uwCCfZ3ftHTaFqxwCEcnDVoPPfRQo+PTmvlpQ8JbAjkehIyhsfnxAAjT1sX0o8FblHaGaEf69PidIQ8pTBVWgKMX4ZTCimkcQZEJvVVkDv9nAgTt6GfCJU8QfOCzy67dkWMXhOOnOjKFGG2ej5ge0Hjyk59crSDynMLO38vMMCGWpmhjNyCIPaGmdQ5hNxUNgYZAQ6Ah0BBoCAwhsJTN25CSHqObimVzYglPWpA1Hp1LK/0SVnf6S2HSFwmNvZAkTPbGAcqT3FQOMeDnOH6cTyoczc5/vCvlOzB+2dKT+Gc+85lkpCz/z955AFhSFP9/wov7dvdyhiPnKCBB4EcSxcRPFPFHEEVEBcGfooLIj6QIIgKiIlEURSQIBvyTczwywpEOuMDlfBtfnDf/T3XdDY/du707uMO7pYZlrqe7urrq293zqqZ6eohX8CIcexhQhBb6ZJp2qQVBo+XUo2kulT8WLaYtimDjEkPgYTZ8EuuHJrjkrAx7M+kjB8sbRwICbFw142CV0KvucNbEUvHvG5+EVe8E3IAC36Bv/r0rNuYk7g14wop9RFi9NnXqVFxEIrdEvSBWDBWlxrorktaxR126CYiwRFkAiWMAVmTCAbhQhEFFDsSgQS9wVgLtJvJ5744VZUDNirU99tjj6KOPxhlgsS51EQ8+WpczOcqW5tSNUfnJpKgPtJUJtRAVMppW65kcZY6QCdQQL/VQLaCnFA6qOHEknB/WBLJokBFIETw5s4kO78JpDhWhV559C6kKYujTWeq5gRgHu3qcf/75ygTJSagYfXPTFpMzzJFEFedxAAFDQnAqIY88aAVnjNcs6Qsi4UTG1ltvPVqBnlZQloORQ4ieSCmeKvsxHnTQQRSx3wxxXVYHsCKaRzAQwBNAWIXIlOd1LyLq1CW2xhMc1k5DQGCWfKJz3BYULjSCFWOeDnJNybRVNMjv+z6QKLiCCYUOvRhCOJmMWyoqOLTFQRoaxEjywa2ROQSQNeYkac3XnoIDmrIMFXpUUCZaVzsRAcCcHGDXiqppMmUStpYwBAwBQ8AQMAQMgdWHwCpz3vjtJ0LCBgPYVTx359cdk0J/+ynCC8Lk4oUKrB917SDgSBRrTGtmjxzYqpFBAqNBzxhVCQcSauhgdmiisah3GtkaM7HhyFGThQ8bYJnx2B6jnGf2LMSCUltHKtZWYbVDSQ6qcU7MNdW3kW2SVrsTYkBAPMwgPE+00D0AIIMzpdj3yjOpuIIJLFRiESoAC+FwKthRHSHJgS3MdWMJLC1MMc7LZUvF5dJAQEAMS5fQDd4jl0mnr0jdRhoVieFBAmkxlFnzxko53i7jYT9AoYXSaLqxbmN6WV2Q9BSYYNbzyUGNudEWBy4ZkkOTdCVkpDnzuQvyORCAS8jYYIYWyeEVLxLgjP+m9GTyqqSWQs8Q0ooqIfIjHpQUac5Sz3QQrhQvaIEG9IwcJGTAgAMJmgMcjHhFY6kcyEROLVIBaJEEGvFKIaOXlZ+sbiUHp4v1jZjjKhI5NLEsno35ijOTWtedahH8iVmx2Q+tK1YqZI9OSZpIEo2cNQ0HSlUL9kB67LHHkBOe2vucWdqH04hTR6PEyVnWyGJd0lqLBAOedulrPl+Bz4ZLyXJuXsmDFTQUITzisWkqUSZ6Gea4c7RCo0xSntTAgZsVCYjVq9HWQQkhecTAmVmsQpJOelZ1V0Xe41mhQwwGA54q9wcVnkbREXn0jkr3cdAupRw0ypm6vVvvnaliw5B7nT5fQEG4JXWpwgEB+ZyVs7ailGRCDE1SxRKGgCFgCBgChoAhsJoQWPoPfB+NsV2HvlWiNPxg6684l2rZNF5iXpAPDb/xmtZaiXGj1dntDTdJKyY5yXtTjU0kjZKAHj4kMB0aYxpaxDmpSAKxYdhHTmKvwEpFVYsEPhxaqq6F5pNDolFmyJQ/6iTCu9pyooiz0is3TEMWZeFoYUFimsNN87EpWYSGO9EoLRW5xOAGqIRnjwT4k6Mm3VFHHcU7aeADc8TGASCN9Y87gbsFK5pr5L9cfHq01XhJu42dm7BtpEnSNMRrM6pOI3qNTDStfHSoJDz1Us8JT00o7Eqp56SthBKESWOYQkArgAMrchQNMpNeSKqQCY3assqWM/6VQkoCwzohhhKlOKAhkzMMaYgzh5JpETRLHScJDomPTQ4VQTjRGg5UbxyBiQC9VaYW9Cq/VlGpVDytqAKrYCqnpinVoqUOPBUVSh23UKqoJBJlSWtpIqG225stkuNJ0iMw7FErUUERSHBg1jC2cbSg52kLHZG4HIoerDhUGGpBxsHaSDwuxFDBlIbqhBCVc9IFKmrCIZGcREKjvlMiEsQ0kVxC+d4P5HzttdfQDneRmwOq0boqxaigObTmBT8GJJtk0hzOObdo1YtL0XmJQ04mOPe4E1KqAqvwKygwiCGMclY0qK7jZKX4rGBzRmYIGAKGgCFgCHwQEOA3tA81tXSVRd5oCUsCpvpDrjaN/oonpsNSbRql6S1oj3yt22gIQoAFo3YMhgtFHMhAZu+GEhl6N6Q5SS1YJU3DHMOIumoqqZlOKxCoMU1dLhOTsY9WkiIVmIqYPgQEktY1wVkBTC5XMKEiJcRqxnGpbq0CAmdykATihFITiXg98pd7mUirONAQB+Ast2IPgqRKgi0iwQrkydGeTZrQ7mjk0FsjSntnNvaUtqisoExgURpMZIo4yOeskihKnBkk8Cdfh4QSKyX5SkyCHDhrQyT0SGSAoPcBsToeuDFaCr22S3NwgLlyIK35vZlojoqhwit0jU1THbKEA4kkvVzOyl/1opYmyKQtDi1d6lk5a0MqQCNZ7xwdXdDDltLkTC2cBwKevIuFmhzqSKiaOuaTBzrahAoGEzw3EEZm0IBemfNcgyLSmkMVeJKGTKVVJkpDEfmkOXQAaClnJe4bhIR4RRI0gZwcJGgUkTiIu3KDJQcO+rAJ9UkDF00jHmkkUWH6bkVp9AxnmlA+iYLCxc1E1TqZ7wo4mbSotfpuyEoNAUPAEDAEDAFDYJUg0JeltdQG1GKgSBP8rjeScckPOb/o2DSYAhSpJUGmGhbkkJ8YNwm3hE+SaGRLWqtgxJDGXoFMKZUzmRRhUmtmwp98mkha4bLxaCxSK0RzlAmUajORIEcVoWky1Vghh3zSnKmIgo3Me6cxGclENg6l17QCxZlMeMJQc3pz6CMHGRBA5U8wgQ+YqGpqsKrktJuw0irJZWOij6KETHtEoSBTAUlKVzyh6Ckf2kVCWKmcCU/agoxLxSphDn2S1gQ0mmgsohb8E0potDQRXi8VfHwnmtO2Em7UTaooq0ZipG3kT5pD6+qIVXXgoLUSSRoTlGr0qREQJaAIbhywJYeuVGEaqzemaS4ZclpLR4imhdESBLQt5aatJC02MmxMQ6a1yEzUUQW5THIIL+sI6S1qY0ONnDWttXS4OiAXI6kyo5cuVYUJjXIof63FmEc2MmEFfeLnQKPQKcJaylm7STlTS5mgAmRkahWtSymXylmb1nbJIaGHMuS8Sg6VCkmQBzRoHfGIs6nMibS0xXpaCAR6dydJWk+kWlYObjCtUKpo642CSypqPmkSmlYamuASGTgo7dGiUpJvhyFgCBgChoAhYAiscgRWOkKCBPyo95aD32+1bNT0gUAT+hvPmV99zAK1NiBOyBITIUloE9pKDzsAW5Anvj2edqs9obWgT/j0qKsyJ6V6mZyRp1Eq8rFLkFaZaCCRTMiUA2dtlyJ1GrnUKgnPHglVGZ7kAwW1YEIVLDNylK3Kn4DTg0Mfl1irKg9ryQhHqDDKp7EVNWppRY/eDFWM3vnLyoEPRaoUdbV63zgslRUCqwrUpSPUWlW0yVFFAE2x0vyl8umRmYhEvjKBOTIjcNKnpFVg8rUJJKFi0laiDnVVUz3DM+FPglK0IEFp0h1cwpa+hjhRRCXpIape6sBQCbWKtqV8yOGS9FLrNmaqzKigCWWiZ5UtwSGBHbaNgiXKNrJN0omEihitkEOpyqlCwkEjQksVWCkThr0TVCcTkVSqpL/I166hRQ5VkAQMSSuxzgVkI8HtgnxKkYoDnnCAXlskhyIOcrSUfOVJJpRw0EvtGq2FN659qpd6VmH0nLBqJHjXaQRgg1O+dIc8tMscRyrkQUIQpgc51JullCJkUI2SFntcJvkkqMiZJjQTAJWYc6IFDBVY7W5NU8pBRa3SyNPShoAhYAgYAoaAIbCaEHg7ArOCDfCLvlRKfr/5geeglF90fuNJYFLoJfn6q5/82C+VSWNmj4a4xHBptAWxn6BXm0Ob09Yha+SzgmlEVRMkMWIQNZFB3UU1U2iFJvQMc6wl0ommfTQHQ0phAltqKRM1gzBMMbn6qLvcIqqrtHhucKYVlZ+0NqFNQ6ZiLJfhShGo+uAAc216papDjPDIhrRwSFwO1Ujlhy35EJBJugd/pVxWZlKqaNAEg4c+VbEpVbGprk0jiSbISdQhgSTo2Di2oUwaJQ0NBORAqY3qpaYTsRN5krpJgoGhZIhEpvJPKiI/mfAkB+GVeVK3MaE05CgfEsoEDvBEACRUrbkkk7TinAgMfR/8lTM0AIUk2gr0JLQWZxUeuPrm0yh2klYJEUlVJh9ktFTlTDCkRdIctEJRoibEyMZZtSOhNFxCRi0Vm0xyqCss3NCCA6XQcKlYUQqxCkACVprWipoDMfmqqSrO5Xs/tBfYmZZ31WiOVvReQZqZjpyMZGhokQdbNIcnpjcrKDnIQSSValnCJGRwg1LPjcRKwJmGknmhWiMG9I3EljYEDAFDwBAwBAyB1YqAmCwr1QCv+8+ePZvNMPjN5lDbQhMrxQdi6nJmvwF2hNNdB5QDIrEHIxsYshBIzSzsP5pYKf6JnYF5wVYENMEefYkRQxOoQBOcYbuyzFdKkjWTuB/gQ6/Rj/Qv3cpbQHyiiteZyOHQDmUUYfUyij6A/bumjTq6gCGnXUOCgynPrjy6dwj5H/D5uKr6C+eNe52iCsg68oFXb32rD2c4a4fqJpyqTiLAqtLO+BgChoAhYAgYAv0bAX5P+1BQS1faeYMjP8mcE7OANLzenX28WIglS5gaxaUVSnHeGjPfRVqN+6WK10fr76KhtbTKWooPwwN7VE1SkF9WV6Idpe99FK2lnbvmiK39hTzaZY33kETIZXViQmCJ5SLAcy6NN0KZzBESjTfA1YFzY4f2cUtZrvxGYAgYAoaAIWAIfJAR0N/oPhCAYKWdN36YsQMSo1m5C6OlOWB9tJ3YE/qrrxzgrNZ27yb6YLUiRfDXhrDjSSQCq02TCLMirPolzVqKD2LTHTr2SHP0SGv/9ssuW7uUSromEZsc5p3NxwSQVZgAWCaCzoWE7eq+7/XuYruvJuBbwhAwBAwBQ8AQWBEE+DFdFllStNLOW8JRWah90PtnOyF7jwl+/uHw7kzw91L3PYq9VlRfq/FpHHKNQ3GpyPNEwIJvS0XmfctM+mu5nfW+idRfG/pPIfyfare/9qPpZQgYAoaAIWAI9EBg8U+tWvA9yvq4xFujCpWT4BhpveyjVh9F1KVUz3CWx8VLjqQWpeQllyuS6FGFy+RQV1AZrizbFWl6raABjUbdE3BIrBX4MFQaXXodxmikimgXcKnHWtEj/VvIZGqjJn2kl/Qg+16sFeNtresdEAZnxr/C+77hTKMJVrTeeJnkW8IQMAQMAUPAEDAElopA37+bWvpuflwX13TelJoI7yKsQUWEVsMChvzM99ChMRNipexB08dlY5VGVkmVJLNRkqS03yc+IPgkvdzvO3TNV7DxVSj6BYEbZ33SUx/M+biquk9h5KyJRoS1Cc0nvWpx1uX02oT6bDS0sjftVQWC8TEEDAFDwBAwBNZSBPj17ENyLU1Nnjy5D6LeRfww85PMDz/1OdQCSPaP7k2/rBz4UFd/3XXXadIw1BzlT10u1RTgvCxWS82HlVZUCUknnElrpu7orWJAv1Q+/TVzbcdH342kK/VAHfqRI9nbXYcTOaqp9n5/7c01Xy/w108skNAuI0HvqEdHAhU+yPNxVfWgjvZGbgoyz9eAffXhrH1Kb9KEzjUkoVHOjcJY2hAwBAwBQ8AQMAT6QKDv300tffsrVX0waixSo1lz1FDm15qDH+9GsuWm1XRDCCryG6+/97q2B25qaihPaDiWy7AHgRoTjRxgoo3CnINWqKKcNb8Hh/59ubbjo1vqychwB+qQQz/qpYxINybVHyCzf/fmmq8d3cGko4PoKb2HkKMJNx0/6PNxVfWg3vGUm84F4GVq4DmvVpzpTe1cWmHSaedybpRnVelofAwBQ8AQMAQMgQ8mAvyq8uPuT5ky5YOpv2ltCBgChoAhYAgYAoaAIWAIGAKGwBqCwHLjDRCkeFy6hohrYhgChoAhYAgYAoaAIWAIGAKGgCHwwUSgD+dNiwi+mfP2wRwbprUhYAgYAoaAIWAIGAKGgCFgCKxBCPThvCGllprztgZ1mIliCBgChoAhYAgYAoaAIWAIGAIfTAT6cN4o0jfJU/ZC+QdzcJjWhoAhYAgYAoaAIWAIGAKGgCGwViCgu5Ug6ipz3vrwFNcKRExIQ8AQMAQMAUPAEDAEDAFDwBAwBFY3Au8leLbSztuynLT3IsTqBsj4GwKGgCFgCBgChoAhYAgYAoaAIbAmI9C3P6XBt2U6b8ty0tZkhU02Q8AQMAQMAUPAEDAEDAFDwBAwBNZkBPp20pYlub72tkznbanVtE6PInPzegBil4aAIWAIGAKGgCFgCBgChoAhYAg0ItCHz6ZFiVfVB2Uq4di7TlI/oUkSPYp6XCZkljAEDAFDwBAwBAwBQ8AQMAQMAUPgA44Arlajx9SHewZQUPYmUA49I29Kp6wb08olOTcmeqS5bDx6N9xYamlDwBAwBAwBQ8AQMAQMAUPAEDAE+h8CjT5YD8+t0dtaruLqtkFG4h2Rt4RpQpHwSoo0J7lMEgllj8RyCXrQ26UhYAgYAoaAIWAIGAKGgCFgCBgC/QCB3q5Q4mdpgjNqQqYJVVnTvXMge0fkDYreDSi7Hmflq8RLraIEnBtbTTItYQgYAoaAIWAIGAKGgCFgCBgChkA/RqDRS0p8osZM1V2LyE9oyNd0kqO1uHw78rZU4BLumljqZZLZN4elllqmIWAIGAKGgCFgCBgChoAhYAgYAv0PAbykRu8rSSeakqOeVI8ivWzMTCiX7rw1+mOk9TI5a4JWpSCOtfkkkUhjCUPAEDAEDAFDwBAwBAwBQ8AQMAQ+mAiof5R4Ylw2+mOKSeKV9YAoye9RZenOm1Zu9Mc0zVkPCEgkZxL1el1r2dkQMAQMAUPAEDAEDAFDwBAwBAwBQwAEcJrUE0vOZCa+maYVKHWvkiISSXUl4LwU502rJSy4bDyUhZ41XynNeVMc7GwIGAKGgCFgCBgChoAhYAgYAh9YBHCRVHf1vkhrIrkkJ5VKRVEUuIN80uQk/pRSwidJJGC+w3lLWkqKe+fAVDN7nJPGkrqaQKQeOXZpCBgChoAhYAgYAoaAIWAIGAKGQP9DoLf3hI5k4oY1FpFWz61Wq5HoUdoHLO9w3hrp4MihjWlaz+uss04jmaUNAUPAEDAEDAFDwBAwBAwBQ8AQMARWFgECbvPmzeNMRY2EaaitDz49nbfEYUvqaA6XiQuXFCUJipYVYUuqJ8SWMAQMAUPAEDAEDAFDwBAwBAwBQ6C/ItB7uWNvTaEJw5DIG0UkehDgQ2k4roc719N5S6o1umpJWrkkNEmiB9Mkn0QfRY1kljYEDAFDwBAwBAwBQ8AQMAQMAUOg3yCwIn6QvvlG2I2D197wtlT9ZdV9+4W0hDRJUJN0cvQbHE0RQ8AQMAQMAUPAEDAEDAFDwBAwBP4jCOBe4bNx0Do+m/ppnMnvLU+PzGVG3qjZg5TLHjm9uVuOIWAIGAKGgCFgCBgChoAhYAgYAobAshDAT0vWSZLmwMnSd9DU2yJnWXWX6bw1+mmkGy8TXkvNTEo10UfbPSjt0hAwBAwBQ8AQMAQMAUPAEDAEDIH+gQC+0lJdIaJtuGpaSpoQHOllbSDSA4p3OG+JM5a0lORQjTTcG+svVZpGAksbAoaAIWAIGAKGgCFgCBgChoAh8AFEYFm+UuK5gQk0eFgE4jjjbVFETuKC9ebw9jtvvQHVask54dKb0nIMAUPAEDAEDAFDwBAwBAwBQ8AQMARWFoGVcrKW6bwlPltj8yvFurGipQ0BQ8AQMAQMAUPAEDAEDAFDwBAwBJaKwAr6Wct03hqZwkuPxkxLGwKGgCFgCBgChoAhYAgYAoaAIWAIvG8ILN95w21LpGlMJ5mWMAQMAUPAEDAEDAFDwBAwBAwBQ8AQWCkEkvDYijtZy3feVkoCIzYEDAFDwBAwBAwBQ8AQMAQMAUPAEFgdCKyE87biHuHqENR4GgKGgCFgCBgChoAhYAgYAoaAIdDPEFAnawVdreU7b8kOlUmin+Fl6hgChoAhYAgYAoaAIWAIGAKGgCGw5iOw+Dtv6uo1flVgqc4fBJHn4fD5sfvgmx/wPpx+AJxEXK/xuTmvFnlhWInTbYHX7ckfRTXPa/W8dTwvFRU9L+P5YRx4sCCfQ4WArO7VM8LeDkPAEDAEDAFDwBAwBAwBQ8AQMATWGgTwnvCVqtVqOp1GaL1clvTqdumZj7xBrF94I6dHlR457/hIdw9SLpVj7/zeOfW4ziflcODw3LyoHqTEZ7vsqofm+UNjP13309muGfuM7c52z6z52TjIxD6umh8FHl8XD2M8wHoUiCsX1s15642u5RgChoAhYAgYAoaAIWAIGAKGwJqIQBRF6oDl8/ndd9990KBB5OCMrQ5Zl+m8rbjbpmIFfoCfGNWqYSqUyBsRutArVWulpsFRFHthtmlA9WMHbjIwrnl+Cr9OD4JvLo4nYTvP54/sZYq0pJL9awgYAoaAIWAIGAKGgCFgCBgChsAagYAG2crlcqlUGjdu3P77748vt5okW2WeEh8UIPAWplJu2WQaDw73rSnfXA4H1sUz8zorviyMZOFlXEfDNH6aX5eT5AYSpyNF6E6u7TAEDAFDwBAwBAwBQ8AQMAQMAUNgLUCAoFe9Xs+6o7OzUyUmZ3UE31baeZNAmUjk3nlz76eps4UfFkW1dBjEAW+ueXEo7lhnd7GrkCNmWIvrhXShKtVCfLxA3DbhIKwWO3ABL8LJVa+FnmTaYQgYAoaAIWAIGAKGgCFgCBgChsCaiYC6MKyWJKFrJleH54buq2wtprhgLJTkHKT8MGDZJDnZfD7ISFytHrOsMlSHL5ZAHEmcO82AEDFw3tzfmtkhJpUhYAgYAoaAIWAIGAKGgCFgCBgCvRAgyMa6Qn3zjZWTumEJqyh7Ea6CjJWLvC0Ji6nT1bP5MMQNi6vlWjqbkV1LPK9YLtcC1lJ6WTaYjNijBC+uKm4c25TITpO6RBKnDbdtiSfH+ks7DAFDwBAwBAwBQ8AQMAQMAUPAEFgbENAgG/4bwuZyOTacJMEiytUh+0o4b3huKtOy5KizJjIICLup+8U5k8uG7E5Sr9fqXqVcZNfMDB8JwFWLCSlK0K/uYm58NsCl5ZySiJ0dhoAhYAgYAoaAIWAIGAKGgCFgCKw1COAr1Wpu8/wQlyjQQNwql34lnDc8tyXOG86WC765TUqQSb013Q9TN1fRnCrRtnSFCBsvumXULWP9pHhn7pU4/l3iqcFu6eG8Va6xMTQEDAFDwBAwBAwBQ8AQMAQMAUNgVSOQSqX0hTecpr43nIRAlzRqeGzFX5BzMa/3LPcSF2ypjOqxfAOgwTVLAnMNr9whx6oRZakiWKYhYAgYAoaAIWAIGAKGgCFgCBgCazkCKxF5U01xwvCy+vTW3gEJCyPZoYQNJuv+4uWUUqz+m+MTLgm5pTy+B8chnyS3wxAwBAwBQ8AQMAQMAUPAEDAEDAFDoBGBlXbeGis3ppfEzeq+7Esi33xTBy8Wn02cN151w/Fzha5osf/mInLyHTiWYMpn3+wwBAwBQ8AQMAQMAUPAEDAEDAFDwBDojcCqcN5ww5zXtdj1kkWSi78pzjcCPHYjEe+NQom8OV+N77xpDb3SsxD0ls9yDAFDwBAwBAwBQ8AQMAQMAUPAEDAEQGBVOG+wWbJzifPOFjtxiq8E4nghr7dj9jaV+Ww2FA0BQ8AQMAQMAUPAEDAEDAFDwBBYDgLv2nl7p8cl+5G8I4cLvDO+48aXAeSbB349jN9eFemoJeDmgm589k0Ojcstjtm5HDsZAoaAIWAIGAKGgCFgCBgChoAhYAgoAu/wuN4lKMlOkrhfHHpewgv/Tf/IoDFZSLn44LNwQit/BOecI/fOqksI7V9DwBAwBAwBQ8AQMAQMAUPAEDAEPvAIvOvIm0NOA27uG9uRX3dvsr2TYRxUQ/w1Xnlb7JexfnJJbE0S8sFuF6AjFS52AleFP/mB71cDwBAwBAwBQ8AQMAQMAUPAEDAE+hkC5in1sw41dQwBQ8AQMAQMAUPAEDAEDAFDoH8iYM5b/+xX08oQMAQMAUPAEDAEDAFDwBAwBPoZAua89bMONXUMAUPAEDAEDAFDwBAwBAwBQ6B/ImDOW//sV9PKEDAEDAFDwBAwBAwBQ8AQMAT6GQLmvPWzDjV1DAFDwBAwBAwBQ8AQMAQMAUOgfyJgzlv/7FfTyhAwBAwBQ8AQMAQMAUPAEDAE+hkC5rz1sw41dQwBQ8AQMAQMAUPAEDAEDAFDoH8i8M7PsvVPHfuJVnEs38rzfX+p+tTrdS1aFsFSa1mmIfCfRSAZ1ZpAmDVtACeCrYGyrb6+a9R67VU80YJB1ZjujRulfQ+8pDp1Na30fdfq3dAK5qyS+/lylVpBYYzMEDAEDAFDYI1CwJy3Nao73hYmsRUS4yBJvE3UkAoCC6I2wLH2JJOOVpH77uW1R60VlTTRN0msaM3VQ5d0RyJPkmhssDdZY+nalU50aRR7qVo3EqwV6UYtGtO9hU9Ke6CR5CcJ6jame7NaJTnv4n6eSP4+iLdKdDQmhoAhYAgYAu8OAXPe3h1u718tfpLtx/j9g/t9b8k6932HfIUa7GPeJVbyCjFa44lsBDZ20dqLRm/Je+c0amppQ8AQMAQMgbUUAXPe1tCOa/zdVWOxMae30D0Myr6Je1e3HEPgP4VAj+HNJce7iDysEvkbJw5iwLPvnFXS6BrIRHVPBGsEIclckxO67DARu3dXvgvhE0xIJJyVT4/Ld8G8R5WkrffCv7ecPVqxS0PAEDAEDIG1EQFz3taCXmu0DHr8qCfSN9IkmZb4jyOwrP5KBNOOS8g+gP2Iyon6wLLmINBbkt45ST+upYnk3aplIb+WqozYPSTvcdmjvxpHYN9QQOl4L/3d4x5s3/Vl39L2ZttD/uRyZfn05mw5hoAhYAgYAmsaAua8rWk9slge/fXt/dPbO2cNVcDEcgisYH+tIFl/BbWH+j0u30+tlzXvesuw4pS96645OcuKcP4Hu2CVgNND/h6X9F2PnB6XiQwrTplUeY+Jdz2uGlVoTL9Heay6IWAIGAKGwJqGgDlva1qPvC1Pjx9gftQ5emQm1BSRpnRZBAmlJd5PBLRferdIN2lR0qfWcUSBQAN34j8LRY/WEYmDHiS/sYi05vfu3LUxx2n59jLRpaq8dumFChpX7O2gNvajkilNY74q2yMnQSkp7UHwHiFS2JNWYL6C/HuQKZ8eme9RNqtuCBgChoAhsIYgYM7bGtIRPcVo/N3llxgrhEMTPUmXXFMlDEO1fRurLym3f/8DCJTL5eW2Spclx3KJ+xkBQ1rHKsO7VqtxyRjm+E8N4MZ2G+cdsFOk3ZTQJIm1t1NUx+RMIlGKBAcq63nt0hFFIncgfCqVQgvkb9QuUUfvq6VSSbRt0Jc0NHrWunILdgd8tIiBqvgkZAnbd51Q5pVKBZ4ry5+6S2SsqwDZbPZdS2IVDQFDwBAwBNZMBGx/+f9wv8Qev7J1D2Ng8a+tylMX64CDf2plv3PKnqOzAzKZbDafLxT4f0C+ZUA+P6C1KZ/Pt7QMaMoPyucH51pHp/MjHhj/euTDq1zz6iUPh08ZVetRFW4RBV4p4gRJzfOqnOtk8i+/+tIcBTiJWimueHHZo2IktHgh/FXlVPTiqpDHXskTnqJBuVqrlyHkLKyxIirFyKvWUEDMJtdGkerdQgA7Crxap1dESCcZtCJFrSLNQQdJBc5xt8iAjLHkQBF71bqo4FVIuQsRW/Sknc424VkRlhEyiUbUE3X4X9QXD0F0j7xKDfHKZKOf5iA6bCnmr+5FjmNVVIeCf6nFnzBE6xpil7wIkeqCEvqihCJTESmh9GbPnvngYLopn2/Kt+YLrfmWfL6V/wc3F0bl8yPyLcPpv9Z8a3N2/ebcFrM6g0UOTHghcyXq9Lz22OuU9qRPYMgBFEUvEmFAFmlxebzY4SXw0HMUob4Iz7VkOZkFCsENUQWOLk/+BNG4y6sv5AxlN2xQBP6iixTTCiqV0RLVqmWtW3VKk46RQCRsL3nFMiLTguvTciwdKfKqXOADVFTnD+b0Pg5t5HV7XpsYxwDc5bVPP2D94UOz2VxuVHrgDpMW+PQejdbrnRS3C+DCjCYZOggnzCGIyK7Wa65rItSquk5xbWsX1ABOLhEOopJMChkyIpzTTkr543/XrYI7Ski65lVm+9U37rnidDfvCrlsSyY7/LSr7pzp+7QqIxEONdFCRqnDiQ6hiEuYyAkYGftVJoVMCaUXjEnTKESIFVOTQQix05CcmvRdpUYmOgCUSFNyE60k3QMlY5NBXHG6QCZ9GkWCiUAUvelVp3oxnSgwSV/RSJ25sniay2QQTPhfhqvfMXH/MS0D0ul8trmQyzE6Ga6FXFMu15TNZZvzmXQqFaZGn3b2H95cEC+EmUhVlTHGIKRtGmc2Ohy6mHLKXNRicDCTK25uS/d1I50oFomUcluqycSBGRJWkJZL6Rv6up0hzcEI4N/a4gENqlWRmZ6iYbnLCJ+KkMCcKS/IIA3AVDu96uxzv77n+ul0ay6XLQy+57lJHfCreRIqdXcnuPEnYywqXvrDQzdIp4c2NTFL0TvT1LrXF7/bFgSRjE3upJW6zOuyH3f84ZwTxmQyAwu5fFNLvpDPNQ8f+6EjFgRBp++312lbhOG+I73gcHAKVZfcHxi5MnBcj0BYZ5LQt1zqqHO3yjbfX9g2/blBYTiUO3tuwEYfPnyOH3T5PhLAn9uO9B1/1BKFqxWvq+otiLwiQMLH96IwbjvtsD02yeUG5jia7/j3dGYZdWV8UNPd2yUpB2CKJKSW5LhsOxkChoAhYAis2QiY87Zm988S6bA6Fv++plP8RHs+oYl0tRqnM36thmXmLIeKMxExOrzQ88JaLUp5AQYL9n09qgdhKMa2RxZPoYNYbBn4SA7WBv/yCDkW96Xq+XUuq1XMDnKwAX2KxfitC1/hSU7MN8GlbhpDAhMCkkw69DM0HQZpTElsgiCdZnhFfD3cNSHUoQjEk3xtslgqpb0swgjDIPRCmHkpKmGBQRlTgCkkokldFdL9C3Xg1dP843spV4i0cI/qqbQXZKQRBMCWDsQJq3NBQAHLvQItT+HFQ6nF6RTPpKVySPgZq96LwxQWm5oy9cALaTjlhSIe6nGlZpPoWwUE7C6awcAMfA1fg4mw97gUro6PszcFbVFYrEFpLqBH6CksezHmxBql/XqNQuClakhzcSoTNgEAeVBjtZLvRgD6ZYGQdColbUAhplcsmtYlTkBP0KDk4uXwjyTFYPfKPMuHTSyqwI1s4SutAXsKigzN4995qUjGBtao1HL5rqWQYhE3FQaMEqoSlEEKhgA9l5J2pRxRUj6giQcslaUl5AmpJp3W1b7ZmBEYlX6q0Nyywdz51JARgak/v6OdLhRYvGoOFSWNpDKEMo5NJPrAOcXQk0LRJAQUBrZQ+ymHH1jWGTKE8IRE4y0E9IQiSHlpGZhAKpItOZSZXrlxTqsRvkEq71XKZ/7kHMpTAUOIoZa58orLAYicWjKXFrOhm1BD4AAmhxTDOJKeZ7wxF7RFatLfykLhjGoZLxSfhz/GdOTUAVMGsocHS670q3YZOTVcA/7cAAfxkvRsqlqrhkhYrwvLuP6do47Kh01+kAmC5udfmsBk9ANAk2kgvcHgEpVde8jb1dldLqVCRrJMaeCrAF0Y+wK8NAXPtF87+7STNh466tWX51ZiZHITz3lR6bQMy6zckyK6AebcKBjQ9EWKqYzydBFMBRmnMMNAQJDWaww2GqENuPgBvYpgEOWQFqbi1tQYvjqwQMENagRn2MUMwsVMUaoep3WMpDNOrawXpMuROKt6sL6VhC/tBwxal0mPuAlVry5YgPMjhw5w7kKP3XXHvIUyY0VRxhAdG/HIq/MP115HJr1KK8ImikYOH442/OW468gNUjqabizjt7qjJvMadNwglxuNjMLuIi6/TAj0Qw9uXe7mgu45BntXt5TS4zQyZNhQ7Xpkhy13FrkZMH7g5+B0PZERIZ0Y7hYkkVJ3p4cNpHYYAoaAIWAI9DcE9Jesv2nVP/RR+1NMjMUpp1ZU8TIpnAIxyLBzcUJwVsJ6GGACUJTB+cJa5Ic+F+LdYBbU+GEPAowsKMQiwdDxWRvljEMxtZxNJD/yGGUBxlaANyj10+m6n6qnc5hhtI+BkMN89TCxeH7tY0GJxYGxFXVm02RUazhJCCWGdaD2NK6gX09n/QziiAuWxgjFwgvEzyAde8255iAO0rF4gCWeQ4sd4ywjDKE4Qi4syiiVj5BVzK86RreYXLgN/Fut+FHNj6owBqAwnSlXYJ1rioIM5pNfxSSGSpiADlavV0qlMQ6xfevYPYFggw6YRu7AJSaWJXAgAGqmYMp1iMWIBxsK4JIHtV9LpzHzMNbSUa2CLyWGJgUxthggow1cIYNZ7JedWQ7Y0pxY4filaa+Wp9Qrp6QDyQO2OMilCTtwLS1ARg8AQAQQYvCJoeYTVyDaE9SBCa1C8U0lYkMLRBD8MJbxgPEdOItf/LUM9jIcEU9KGBoFMcWlPfLxP0nRNXiwOfqPJ/ICRcD4wTRO0z7PBcigWMJ4eIzoRa2QJwYV8b/FWkT3prqXx6HiYYBEY8IaQMT1KvKKKSw0cbFGVIQRR4NVL1XPVzoQTAqiAjR40WLxpjNdISqQDTId1S6wQ3LcSAhquXqMoJkwLS53Tex0dI4DAnqVekUiwAIc/VbHMEYr8ePrCA8HJkMcsWxOWhGqIPTT4nzgEYgIcpJDGl58ZEIZwSm6NwrnT37rrZmSj0a+T44/78XnJ7wylwZxjbQC5jZdHtVS5NAKAxKdcKSEZ4qRCCJ0j4wP+gWQxBanAR+Bip5fFl+mDgwprsFOPFBxHUkiEov9cjLy/TozkH+ZJtkwK8qKBx4QawxTOaY7UxUaPAzxBnDh4pixJI9CUvkOsIA905UeExrhRxOxDCn4pb18DtYl6WL6qMBAZBRHTHEX/gLFrNRr8yXYntl/109U/RSPHCpxFLNgULqPeszBYornDwSp6HNxVZAlkKBkTZxWnCvpcB15jF+8slRYrweZTM4NCfzeFOO2EuMW1QqojYMCf57KMHzrtUBklZ51A911Hl1Ui2thVAlqflzOeDVKZXIALA6S3NqyneUql9Kv+OG+PN+SUjnkH25dcJMhGte7S0XNrcMG/wjSYvmhh56AnrsVOTHelF+ZM3XS+Alt8riFRuglcY+CqFqm6UzVY3w6xPCf6bt6NsONAYI4HaS4DVXq3JLTjA6wZ7gS45M7IrdTAGRsCy19Dnp0bpbhAKDEWrlJlZg6bhohCPMQ+WLmsqAlOnA3TddzoddML8lMxxkGdi+ba8pDLjW589lhCBgChoAh0O8QcL+q/U6r/qaQ2pqqlZ8evu4Gu2y9A1ZQPSTkVa1VulNhmAnzUZB7efKcAYUmsRH46XZmYpTCSq5hQ7AuiSVQ8MCKxHiti/HFrzscMIWwLbDn8b3kKXaYxhzF1BI7A/umGtXT8pwbT8w9VOd9JNYUxTycdwKJASS2KhEtiZrwuDyDKyEujY+3VIn8TFgTfyvOCkvEcg+hcUExC3m+T0uuMXmEj92WTrOsEW9RbEv087HQnRVEU7KeLIMRR6RL+Lmoni92XtE9nE9n01h9uC+OXSiL6bCEMZzFG0N8TGGxbgkKLB7zoIR7SYxDiqHL4NziY6YrtVoTtAiLgliPeAOQhFhMoOHscLEDa361mndeiMRFxGVx9A4SOeEh1QkRBE4iF8+LvW132mWDdcd63R2wD/LZ7mJZopV+U1c1P23mrDyIRj7BQrRGItbc+Vk8BOkUx7WUzYbEOMXNxNCPI7xsWf4Krr6EbqQXHV0QphHVYYL8hAYrGImEVFPpLHawoMx4EH9WPL0KSOMxOH/T1fbCTKYsviNYiNeLYowWAVzEYNEj7WbhAXg4ziF97fAWK1wcVHHOxdfUTM4ok8qxXjEnETl52JAJU4RABVtxi3HOGSuhl81ee+P1xSBXwX9Itw4eFLjwEtHFtHCGHcvtoGQ4ErMkD48Ao5ngUtaFrRAX6SrVMCd6s1Qxi9OLfowiP66Vy2EmCz1egxs/xFfFg0KEdx6QQFMOcXuw+MPgit//GbueXIgj/CK6JJe/7g+/2/28HzIUUE44aEQLcDCqMazjelSuhrhYjKC6LyNHLGjpHPGecCvciJLYki+OrozOuAVifD0YssIyK3FMvFbe/WN0I341Llf8fFPaSxcrcQ53Cp/Jjdt0iu4T8cQhpDGGnAgZ4teKJsxZwj7pjAwGUUHsfw43UvhXnvBw0EZKaOgRBlZ+38984itHfoY5hWcWdRb/cvXlDz/4FAUAw5LESndxflf3kEJLGl1kRnLXoIiSYjolz3boBCYCs4jG/Vwg44hZRVwvFn8+YkanMvjSiMQ0ZeQwVqGHCm4yCqWhKkiJZBSQAAKy8eqYE0G6Xo/kkcJi6NE2yjA8fIZznE1LtwoPnrmwBCCdwx9WHTN5GRaaFsYMRRkcdIrERRGRXqI0E/BkgLsjd6bUn675/SH/vQvEeJkyDeul++++Czlxq5w3WpMAInMnZOGDiw5z/wiBHTZ4+pWAWQrQvMApt0pakFujQCqjmJsND2YkEMqIDSRqKXpmUnlBuZ4KM3kUkShqFKQy6e6SN4Ap7p4diSvLLZrbKI9R0JEbDGqADFAhq+giU0yWUnMIpjL+7DAEDAFDwBDoZwjYzX3N7VCxYfiBl3/k913+4UgNPPGkM75zzKEEFWRplYcZgfGLyYCxk2FdoJBhHIslk8Wo4ym3GFp+xU8Fk16f2dFdLGRrI4aPah40CN4hrz758eQ3ZpfLAVb1yCHDckNaYVCqxE1ZsYmwKkICesiBpeRHUydOXtDe2TxwyKBh6xdaC8Q4CoTWEA1jF8sBUwILmyv5F6F4Thy98OIrtVR28y02iZEh5K2n7Pw5c+d1dBZLwcih640clHcS8xRZ7DMsc4mTyANwruRRfjqXwvmcPHFyjZWNmXxT85ARIweKURsEpWpXIY3JyCN3XgPDmhosxouEbuLORe3TZs2Nqq3p3ICxmwzB3CGYVqv6+HditomsoEQ4xZs7a+qc2fOJOKULLS1Dh7TyAhoCEM5gZWNQr5WisNBcQjkHbByXUl6TqOmVghTv2JQjv5kQgbikor70lfsXG482gzDOsFw1jmt4MEh20cWX777rtsSwHJgiAjSsTRUrkmAkVeJaRVzkNAs4tefFjaMmrnDU5qdwqwfgu9DFaWJIXlFcmUhiY1Nmz27r6mxKi5vdOnBQy4BBhFrwd7JYehLcwYpjmGAycq63zZzR1t22sLtYzw8eu8HGzXmxkLF6xd4MUYXQTRWoMGxLPNXHiMbhxfxGNJw38ZkJmxKV9SUIhDvk5BNHWV7ym7VwUQdhqkKutTk/aMiwZqzVUraKaiF1Ia2GHRV8S0LE+MQLEZ3wDMM0l07ttNfuOA9xusBo46ANN+BLmM9xV9XPNpfbOt966y1iSn42PWzsmEJzEy/pib2KqxBXQt5o4wFANZ1JEyR2UiF3VJk2Y3ZXJ29IZtcduzH+BW/bZRavyXTBSzH26Q56l/7iD8cpiMqdAO11dVz1h5sYTBjHMrqDsvjupfbfXX75OWeePCBPNMfDo/LFzZNFo4KPX4qKXW/NamvrKLc0tYxZbyzPL3Aw6ACxrnHP+AdWzrd1A4oxlirOnjW/vXtOZVGmZdDI0RsymXHZceoRXzwkvyxeEOY4oGcIxXh5Xtuav+DNeXO9bEtz8/CRo5voM/zaFAjQH2EhCvOMxkheXIxKXQtjb33cRKYky2KFH49MRFPChCI2mnaVKoxAjxh7JfvxTxz82c9+BgcSByAXVL985Kf//ofrjjjqREZHSFQxmjtz5vyhG7eIi17BRcF1kGWcnbPmz+nsrBAlzw7NNQ8YNKpZAkcEm3JeVry7esiM4oYQBp2LFs7tKHd189AhGDxwyKgRzcSKeMCCSDgxeE41nyBeyou4tQUL582dv7CtWOwaOHTUiPVGoyYLA1iwSz/UmLzgQR9GRThXil2vT57eWSm3DBi28UajgihdqjFCxUWk51APIUh6vGVHGDqK6AK5Zy6JxtHLACCTTKY2Ya+OB++6bVGX11rAjyMMKW/1XXHJlVQGSaasSIy8XrZUi7j/lhnAEiqm60RZXK7ZM+fMX7CoHpcIgg0bMSZfaCJkRwV6klZl9xR6iv5i+MblqVOmLWjvSqdbRozccPCgdKmM4y5DDoxLtSobjshzAjxRZqS4fDTovTnxrUWLSq2t3LBHFwb6zLIm9xvgbkOVKo/zqE0tnUsyxO0wBAwBQ8AQ6EcIsOKfY/6SY968eXPnzp0zZ85sDLFZs2bOnDl9+vSpU6dOmTJl0qRJEydO5GUS3ASeL8sfP3aSlj9CAXW9dHnFOJ4Wx9+5Ytwnro0/8cf6J/8UHfn7qfOFOjmkuqvqOEgtyUmKPyAJBxpg9lBdkJGDf6qluH3SbsNDWQrD73lm5CkXXd0dx2wR0RXXizznlarSAZyAvUStqK1z2isjm7IFDJFU9pOfO/jRB+5q5fWyNMt10pjxHEd+7fudpfjN158dMVi8Aeh4WI1NNnbD/d+cVu+K43YCXTFvuHTH9c7ZU17+0hc/jpGNTYD1jgGDKbLFtvs8/uwsmuMlGZGz2PXtww7Ct8D2KhSGdXVX/nLD9ULKQ/igcN/jT+C2KYUAAEAASURBVMdx54SXHthg+EBsU54oY4N73uChLeu98cQz241Zh1CJ7w3ccd9DGSS0Xo+742p33Lbo/AvPhUk+4zsfkXazufx6N/39MWj4Y2+MenXed7683yAKvPTAwkbT3njt2K99RZwokZJ95lo9v/k3v/trCYSAqcL6RzgvjKPOJ+66feOBg1h1BB7yLhWRh2xul733f+Cx8TIMKx0nHHogC5JCv9nzxxx09Cmdgi3V+ac77nhrixFhweEW5DZ8fkIXONAj0gnUrZPsiGvzF7z6hCCAh4DlGmQffn5yGxEc6Vf6V/Z3ofcrNXa0kG6O22ZuNQQlMPGQaOCtdzxFz/In/RBHV/z6LHkhBpX8pmuuvbUMl2jRjAkP/c9nPiUuPDEdt5Avl8L5JbhRuPKPf5WBIcJUK1jwaB1333f3v7D1WgiKSDfxf46u2WGPjz3w9KtOu7hemnfrjZc30QxWZmrgab/9K4YgKjulottu+O0QakpR6h8PPbmIjqeNStw1Z9b//eB/ARybOBCPIGjyCln5G3DmaRfOqdXb4+qbE59m8PGGEM8GoPBYMuczopu9prHb7v7RuLzokP12FLfWy4eFDafPQ3QABUaGw9ynHrp7zKDB+Fw5eTYgRKwo22Crne4ZN77NjflyvRRH8+e+/iwriAOPUZ+99MqrHr33btbgAaX8sejRy2++1UfemNLJHGkjciFjTBVwsw8dGUtk1zpc3819+J/XtDjAZSSx6NSNE491jMGgv9z+GHAV3ZxzPVTFS4pLCy49/zRUQLl0Ks/7dcQTL/nd76/9+y0iAaEYP//Iky+LXvVqFLUhxXPj7th7562bF7fiuiRs/uLXTpo4s4QoCFQrlePOyZsMDZXmMwcf8dob0zccMlIwFBTSKX9oKj3mjideRKm4e/4WQxju3gAGLYUiB4Ax/lv9plEzF8Vd+HPClVOJ+CDjilS86NU9xojl7wVQrv9/593ASKZ1GZK1trj+Vse0Z4Ax7w1htgYtG8zoqnRSDS1K3eWFM3526omUIh6vrjKimmTsMhTTJ5197uxavAD+cUdUnE0//vOvVw/MyxOdVJ4BiEcCVPzlTz7zXLBgLlequE7QT4trM++44Y9jmgdIlJ1hrTccv3DG+ZcvqAmlm0HMRKZjZzxv+te/+DnxVejikCFW8NKD7rrj7nN+eCT3Igakl279xzMTGEY4QlIF1VhrLqqz8w7Dpu2HR+410qnA4AWzgJskoAVDr7n1CYZhUaZ1Z+m1x6Ep0If0o2sM19Hzh2+xzzemuREoeNU64+55f/nTFbRJNDsjN1vmvbA86H+OfGX6IgaWzFrREYw7GWn33PBHyrnxyfaqsjI5/7Vjjh332F2uEsNiyCb7fWMW5FRjwte65055Re/DNBHI8yBmUOtm2+/1+L/fRB96jP0142jhqYfutC53EZr3Urc/P22RuzXJGgXw5RVkR8mFXOqvx9s5LttOhoAhYAgYAu8NgRtvvBEGbATYN5uEYOLEiThZPKHG4Zo2bdqMGTNmzpyJF4YvhkeGX4Z31nh45rz1jezqLl1p5y076meX38iPf7Hm/Lc6b764316xC+L2SJ232TMmPMKPN+bA0E035ek6bz8V3BoafvWxJkLxwHCXMKDFt8IKwE7iLG5AsI6XHTOpLcJIEiek0v7Cw/dhI0hkSUwGoZCYnDPh/UzTn/75KG6B8z7aT/3S/mNco2F60GFfPlpItFa29eGnX3z+ifsHh9hWWHgEgHjmXAhSWIR5THmadqZGYat9vzozxubDqmiLp0zcrdCK6eZCR05sLDmfUBtW0cDDv/VjjBKxWWtzTzp0d4wVF8JrXSwk7hJbfjiRnQ0z4PxL7ujAeBPLpTuOpv3i5K9i5raITS2P8zHZBAit4A++5NJr42r7uH/+yZnveA1jvJZNp5Tqc2kO2ysqTX7y1sFiJ2KltfrNW07CMnYWEuViQ4lPjfO2cO6rTzoQMMyaWCg57pU52KliHGM2VjD+qxVcOHKIgpBdnn3WVz4joSDcyNzYzx31Qygq+oikVtxu0/WAqEks88EPPfUGFuXjd/1DXFY1bYkUhSnS+JO4DT6aeUNP+MF5tOWGB77G3LN+9HXeTst4TZifgI7iom4Kf4eRMOgnl90sPR7PueuGC8TqZJQ0jz3xkn+ovMIkqt113QUYxFKUaTnlt9eDf1ypFN94ad3BrTQpdqpYqoJnzksXeMmOi6CQGrrN3Go86c1/Y+KDGFqI8wYtgRP2jAk3+fDeB8cL5mzVmpF2vYFe87ZvzVerEnN3yhnfPyTPTg6YylIqkUgJnanlGrZ+76cXtztLPK7Omv/647hoQCJKORwysghR4CBLrG2PrT03mlPEcFY3pofzJoa9WNXxwrg85X/2257pI/Jmhv384kvP+tE38eQlvugXdv3EMbPdRCvSgdTgKUP3lGO/sKfQOwSQs4k3m8SpkXGFaS7edXrQvc9MFOO9tCiuz7jqt2ciLRtdICFOg2zWo/OFhwXpDce/ViQAI3f9rtd3HJ0DtDSggl/QyqQVDOl3iX0WQm+wlx3OHrNxuX27EQU6CBjljT/40skIEg70m8ZMa4s7nd/mXFYccnHepFtnP7PrMBkMiOf5Y3915R1F9QNou9YVR1Nv+N1PaQ7ovNQYb+CWizpQGUadxalvjGlpQQXpFyc5AwBKecbEZSYVDt9smjQwB2V/df63pRNl2stuIjy8SeapbAzTsvl8upp2ZW6M+8bBWzNQBTT6jfsW/HRSBANH7PDfb3S5WS8dtTCeNJ5HVMCekc2H0ukMxPQ2k0FA2GAktwSGY+u9r81k5krnohF6UVf+B188ovYffWWvUW5kDiwwTLwRo4bLc5Bw6Ic++rXpzlek1qN/vpA7DNjutMU2jOpmHapB86b7fmMGXSRjAEUn7j06S1dmZTW1/MkdhfZZuwjAYfNf73iEaSsTnidT9QWX/vwsbkHce2Q6OD+WpZ70GsJLdwiGAzfe95s4vsK8q/3ZR+6ms7lzi75Sj7nDrRQ8eerU/Mdb7uJmCCHu6KmH7c59mMGXS4XmvAGJHYaAIWAIvM8IrG7nTX4m7FgzEZBFVkjGP25Jj/zDEZV/eOzXorZpLGLiXTJenSlkmytFVtvFC7u6Dv7ql7fabCzGDi9vsMqI+vMmTuEVD97OwDmAGwY2NlHEq+2y+zR2QpbtQNiIMcfyLxbNsa6tvoh3vK6/6Z/HHf1Z1kS1z3xrtz33ZS0RL5WIUcGaQ/ZakO0uOFhaVfvSQYdv8Py4XbceQRFWDrkwKVfL1/3xWjFIeeMFOSrl7gVzDzv006zdYnEbaqGLz96QNTbZlk0vMT/YShCxK36Wvc8HYXJVuj+y227TutiBEHpqsPKQFnC+Slg17OD950uv+NCHdzvmyI/mwrw4CbIcCa4sNUNOFmH59VoRyxLDqcgqp1rthz867atf/TgBkbDaeduN1/30vKtZFshqI95dk6VfbDhQq9MSVaup+FvHHrfD1mN32HO/kUObZszrJrbkddafe2HCrh/ezPNlJ/2bb75ZYAQCP/eVr391gPg0VHXrsFhkJU/wObDTZQ9JbhlsP0fQZteddjz99DNybP1d6+a9viq7IIYZjGhiDid/+5uDmlNf+vJXzv3DrSzsKpW7b/nrLV2XnivOa9w1c+KE1yZMYeFUt5dubh2y/XYbLZy/4KCDDwZatokAStYKnnLyD/xSx8/OvYCVZLxuw4K2315+2ff/76QR+LP16r+uv/a8c65Av4p4T6ypZcllRIo9V3i3jX9P+/YPPrz9lh/feYBbBUZXZCUuKA6DHDI2/CjLe0UYjnQOb3MFvBpHQemzn9p//oJ2WffGAtAgfcyxR2+67tjfnnvO/EWdrHwFktqC7hfHL1inSV5WAjTOrHhjFxGwkZePUtHH99kbQzebkZd58CbpCExYESou3XzV1RdeeCNvdsmbSMSeeYfI75Qte3iD05eX4S446ycjR258wlc/yeYe1WqRSgI7L7eFvDwp6zFZioudKy9SsndIPSq2t91255Of/e+dGfpuFaFUaDhYwydSdM2Yeue9z0svIko9/PgnD8y2r3/ROZcJ/1Qw7u4HZs70WscwuljRxmrJ6M5rr//rTQ8zHqTrZXMgJkmVnsuyqQ7zVzYKYSEjW5OwgLSLEf3gbf86/rgzscBLrCfFsa92Mw8QSWgZsNXSDjt+eMa8F/FLmiM28ihTJHuKQCIblRJjko1xsNOZuazC82rpX170270u/1mxJm4YCoAYPgyvlLp36eo777IDi2PF86S0xkYdIg+3AhG4kK2U40I6bGMGBtX//e43BhZ+Xu9elGHnIq98y03X/Ov2Jxlm7ARUr6V/ccUfWwvu5dRqcf/99mrr6EDqmPXDXnz0sd/ebN11Ljv3tAULy6grmz3O7xw/vjhmu9qCWTNOOulXNFWLuS9ldtht5y8ccuBTj9/+95vvoA+Ym15n9Ier7zjx2ANY/3zeCafc8tfxJZlLOOrZiNXhDhYWfsZ+9+wXnvnaV0/+x/XnscELq5s/tf+eHUXZKJbX/BiyVVZyyuYlXMgwmzmbNxbBg2nR5bx67iD0iStjnajchGienUJgIPRF1tQGHg85eTuRiPhzjz6xYKE3fCiwRARykYO/f7/yGsOmUmELE3qDNc8VGpBljXHpO9849s0Z6B6WRWTQZfGjeye3XiOsFtVLB3/i40+Pf227LcfA6aVnn2T1O/XqbJrLm6PcJ1jPWuOLBoggfyITa0ih4PC9zvmzdttjf66YO+5+SWcyxRkLNE1u5ciDD99s/PhtNh/OC8Hc/MmjRF78tcMQMAQMAUOg/yFgkbf32R3v0dwKRt52HcaCLQ4e5PK0lf0O5VV0fp5ZnyN/Ep3CwCucct5lLFWqx51vvvGkWMpiCLDqr7WpZf2HH3tuYdfMW26+kieyxGVwcSR6kRr++1se7q7Gr7/64roDiXq4Kn5+9wOPJ6DBQ9zjv3KAc4Z4kL3+rvt/87XpHVilxbbXv3Lwf5EvJlFmo70O+oaECMrzTj5sVxYX8TjZLZ3ikX9+q912u/jSS359/vk3XnEF7UpoJRhM9ODKm24iOFWrFm+9/o+tLpQmbkHQvNlHj58hj/wr9/z5EoQUem9YmBn23CsTynyrqt5xyQVn8mgfzTx/pNe02UKeNpdKZxz60XVRXtTJetl1zvz1tV1dcXXRgq9/8SOy9EpwGODlt3hrDlIurHW/vOmovATNJA40ePN9vvDa7G6UmjXxhQ+vNxgvDDY8rT/wsO/A+3vHf849zEe4oZ/92hnyFDyaEXe/teWwFJE3twZw9J3PTgJzYgYS/pbn+jyH56ojjubOfvUxMeadvYUj4YWwJ34jCxydCqCH98L2ny13PfoUNnrcMXfzIa4X5LH6iNsem8Rqz7gy+/9d+WPQkL7JjTj2jAuR4o0Xn5YH9sjlDczmR86ZT7wICbo7Zk8akpfAi3vYn394wlvE06K2KVsOYxxIp3vh2O32Pnj6QlbEFTveGL/9qEGCPH5ReuxBR52Idg/ccK6MNJ7o5zf8/mX3EALj6xEakrrtLz8fRlxPBGk96fK/gUZl7oxNWSIpdiy5qUfHPScLElkT2P3aIXtvjhTS3blNL7j2YYkJ1Lrj+ZO2GcQrWfBvCvIbTZwVS3yJNyy7p+8wQsYj8Ukvv+V0AK2U4oUTNxvsw1y8FX/whz922GsSQCktfGvCwft8SACRCTDQa9l2OgHNeOHs1x+UQBuZfGogzIcDN3zqFYl0PnT/bbILCLyFz5CTzvuLLKJDHJYv6spJQNauk7HXHVcW3nTJaUNcQJi40Ojt9l1Il7a/ue0oBXCAF2x8zhV3g3iXsJlR735rmzGDkMchGYzderdJsxjdcdu0iQd+ZDvmFD3uhfjQQ+99bnpcmxp3vrHd2BZAlpVyQfMPz7tYxI8rU155ZpMhLHXG46Svhp5/9T0y3tpe3Hm4D3OfUEowzGte9x933k3fLXjzpa3HDJG+EKFG7bn/EWVZGVyOy6+eeNi+giTIhUNvfeglAm4EfPAhUY6xsHjFu0R0Xc68p/YcIQ69rAiVFYMurEn4SMarN9DtXt+aZU4PHb39F95ycUk3JKesm3doMLjT4V3jngAIWeDbNe2QvbcQbhSmNrjgT0/HtekzJj5JTl7uN8M23XRfxCSkzHrN++75k7jo4m+us9kWe0uk+uXbmSHuLkHQrPkfd4xjjxbWOj9w5w0oKS+McYQDHn91DuBPe+mB4VwhuGwPM/hbp/58TntXXCvOmfDMxoO5S7pZwGgl8vbMG7pkUfY8Qm/+EAC3Ws7tJx2xG3ctEIbVL359/me/+N8uFEaAc6Nf3zAhjqcumPbUoJS71/kDR2+68xVX/hZKmQapwhb7HC59V1808Zk7wUgkJ1QYFH583sVFvO169ZVnnxg9pAXhpYqf3nX//5HFAuWZ3zxs7yU3gZGppvUfevRlbhvVqPSbX53DAICP+Nepls32/RYxXhZ6nnDEJ6EXwfwx/7X/odOmzGKyd7e9fsQhezvmnNbb78DjhXm04Htf2hlkGEM81bLIG5DYYQgYAobA+4zA6o686e8hPyx2rCUIyBYN8ryYf9LsWUaATUIYEU96eQbb1MSiOA6CGK5nZY9uNtjIPPz4uJ13276pqeXAAz+55Xoj+KmngOjMocccd+BBe2A+bbzZxpdf+huxMKS218kSQ8+bMf2ta/54h8SOMJ8LQ26+4dKxozEJ4lxry1W/+93QwazRk0fODz5076wFnbxgU2VndPcgWE5B+rLrbnziscdO+OY3jz/hG089cDsBAdl6O9309VNPP+Tgg0XmsP7pL3zmJ6d/g2wX8GCPSokDshfCKT84EXunKA2knn7+pS023ySUdWC14074+n777UBKPt5dK//735MxN9mzjgz58lZc3fXTX/jO8YfnedmnkL38qt/gJ8iOCchT6pg2400+53vPnX+fMbPIro0Ri7yaB//zXzeOGJ7HvRoxdoOrr7oG1By+3c+//CpPrb9y1OEs2HNb6tX+/rd/sYcBsa45k16fOpdPgbN3Y3MwePCHPrQ+8oCn2yCekCbtOfDJITJHzEqCCOz7gv7s7yG7GpCUhjQnzTacfHMO4z7j5VoOP+QAsjOyE0n1nrvvF1ckqF5//R9ECRAIM5895Au8h9aUT513/hkXXHzu+Rf8+qorr25lawU5QCLNp5bZqyAglBPGnd0daPHgfXfOmSuNEmz0mgddd/NNAwdiagbNo0ffcMMNTlaJXjz/5KNeqZvFeLJgDQH5/DU7lfOxBPm4A9EEYqQ+YQ74UMiSTxlpqeypZ5z2i5+fdeEvfn7hRRftsOP2srsnoy/jDxpcyNItiFGvLWhfhBiiN1+vk+gRoiCjfCrALfCjEp6526IEvNh7Q5oo33fHP2eygpbGcF5ah938jz8PG4oU4cBRo2+64Y/rDGHFrRs33aXHnnqFCmwTKvtN4COwQ0qq9fFnnt5k81Y2FN1z7/+66MLTZRizX0Xg/euOeyQ0AqHbmJ9dYti9nkEiUQ75KxHhBVaCV7Jaz0sfc8zRBBu95sIRRxxGgxIrjotXXPrLDvYHEf+lOO2tNydOX8ientV6wc+OuPuu+4ePyBEYax015JbrrhyaZyBLI3jpFfmmdee4++6c+FaHYBB7H/vcQaec9G03RP2xm2x25+13yCivdxLd+dNfbnD7TcjOsELMf0H+V5f97qMf+yg7vgwaO/Km665BHlkQ6gUP3//ogo5yxBCqd0scB8FlvqQHDB7CwEN8t4X9Yr2hd3+uK/lcBCMFermTyAfaKJLB5raYZKcXDrbr5DTjhad+fPq1DJQSFPncGWedfuEFP7n4l+efe8H5e+yys9ShbiozZOAw91YtQyRa0LaAEGhFosMyLOitCRNeuviX186b3UbscJ/9DnzyiYcfeWzcHQ/c/Yerf+3F7Vf95tyyx441zcyIy6/588c/vos49L6318cO+N1lZ7Jrp9xxou7b774Phtdc83vGF1E2Bs662+945tk/GNDCAyN/2Ebr33P3nRQxwmQHzijilknbSM4HVUQfelnCk3DmLLv4i9IuK5MfeMhhRzBhwwAtS7+/6hKae+6Zp7vZnAh3LSgcc/wJw0cMcHMZPtw42emVROelF58DRiV8QD+/30FfOOmkb+cYNHV/8222fez+uxAGPWh83KOPT53Z1bZw/nXXPSCOK967P+DGv92+y0e2kNih733r+OO+fOgBMv5FNImuQTV76uvX/vk2wqwSUmwdef1N140eO4LifGvh6t9dPmww8wCVKg89cP/8hSUeDQEIHSoMnF52MgQMAUPAEOhnCMjPhB1rEwKsWHSLyqryHVg+vyu2i+whyGbcrISKKvxss8QoFcXZOFOWlTstYWt2xMhBRBnYipAPQ+25yzYzp8xmlz9Mh09+SlwF9xvvb7/9tmLEYB/U2XNQlgLha7BcDaNH3Kmu6Wef+uOWVuzJ7gxrEsuVWYu6sCe8eJHXtui1yVNHDt6CLc2F1om1094fPfSQT9dY18MGjx1z5k5/Hc6s8eL6wM8djDUj39N1/tjnD//sj866HMNFPiQuSxyxOVN8tJpPvqELHyg44YRv7bHbDuWuOYVcubXQdN/9zzpbqJvVe+OeevIj263Pl8SEsTQcn3z8/4rBRoRSttzMbTDca5vhEQdh0ViXfBRbliuiL18FwBH62ilnjmxCEjRlPV7z1nt9evLUqZ1BqZbJFQauQ+tbb7n9mEHelDnQ16O2ec+9Mm/Tbbz/9687QUGMOd8/7SdnYb8TWGBLcekJ2bER1vwr0PA5bv6R5+Vuc38xofkgmxQSCeGJOhLjI2E0p5pyWTYwwXH90pFHX3TpHXQCpt6F5/7szB8eVV0055/3ThQTPS4Qedtu03WwaEdtsOEPTvwe9av1lvkLOp9+5umpU958+cXnzzv7Z2DLwbfB2LCTqCyXbFiCLs79ir/8ve8NGyxCCmCZpk0/8l+vvjYhO2BIR1d97EjetprDkJLFVlm+wRXydQExGMWNQSJxrKkoBnBUzrMGkI5qHXzkiSfLKMnkcR5efPnV2dPHv/nKi5f+7Cez5jqXJIMvxLfYCLChK3xZcuYcAr6BxsflkEkcCnG30lEqi6eFf1+N8I9wiojj8IiixHrdTOF7Z55OrIqeEt8sLnuDMkcf9bnTf3GLAJjynn/p+YP3G5XN8tIfstEvg8ds8aENNxwk4Iv5X1t/vXXEhQ4ZMtVMNo+8spJRRr449/LRDEjhJRUWvf7si69NxlyHuFBoHfHFgz4vcMX+IYcfcdZF18m6R782+d+PT5gwd6uthxWCasfC+RCXJV6y3k477TFiOLu/ww+HzQtHDfjMgTtffvOTDGOy2IcQx6/cXUTpiNct68Fdf/vbxRf8dtHcGXmW/lU633ztJeewSf0XHrivwsMC2SaWHQ9x+5nq2U98VNbOyfK/sLrOuiMYeLyA1sUcTTeFmZzcCtjr0xn5QsMH3Ipd6ERPyRCUk1NbUhzOvA+b8NAdTyb9gK133eNzn9w7zyq/WimfCl5/5YVrrr6exZl4oMX6vKvOOWHjTdY/5og98i0tR3/3OOd7pNvauie88MysKTMmvfTyJeedPX1RpzzikK5iO0UU5WN1GaYAQ56HQnwd8eTvfenk7/FxwBae6nzm8wdtsd12AwfLppxe9FZ5YSffcedbfLU4f/xx35oyeXy50lmq14e35q/62ZloIZtYetlbb7v3e9/64qJpM3hiwYJe+vVHp5+h2zOiK/vzr7fVNluu0/rGtHY+vlHm2ZY8KRAdGXnidwkTfciCWHLzU1D48GQpbtpz74+DHL5oFLY/O+724qyjbvjz32XMM1398FMHHDD/lVuaxDNFN/ZpJULJHbFU4JmH3BNKXmbwd79/sjbi8urrbbzuFmObX5nWKXOgXJk9bUbLsCKSIDALH72WkXvuvblIJN3BEX7psM//5S93yP2QizBLt7udjdyIRYyO9tNPPWdgczWM27NBqVIpzV5UlOniLai2d0x6c9KYHTerFdHA9a4qJqV2GAKGgCFgCPQfBMx5W9v6Mmg+84KzTznhy2LkYoZgqkhsh4f7mBNhJS1WNpZkRiIelYw8xs5tse0OQ4fIS/S8NMVm2Xx0Vs0EzIH11lsPu0FsOz4g676LLeadPFAOCL0999yzWCFi2UqF0mWXXuB57eINYHRg/BA0wXRim362YA+zvOnROnCIM8zJjr91/P9iUrTi2YgrUHll/HixrjA2U0GxKO8m1ap8YIpPOqUqlTL7n7i3M+QLvti0s9hyZ5ZwEmXS4SP33v3Ivf9qynnlslTk1SqxXuVj1OViuYvVXmiPFmKk1+PBA9nc3tlBbFtQ9/fabZfnbnpCP6qQlo0MavfdeTecZS/AMEw1syOimDksQsXP5Al968h1CiGvgfHFLmd/ZvKnn3n6Mcf9mCBRe1y55g9XfvHnR1xy6VViYedYnpg96ODPgp74S3gDEvdxNpO4AggpFrwTWDL5ftqd9z2y5+7bu+/5CujaC1h0uJ7CxAU81tty0xEj/Imz2RWiTLRw8qTpcyY9DRfe3AvDlm9/6wQ2LZBIYFSbN3vOj3506pXX/ouG5H2mWgnXSiSRtrH9pHcI2rCV+wP33406GNBkDBk2GCmFTKKyvM+TWn/DjSkbOQzzms3lWUqII8sI4mVDRhgeD24rn+2mNGpKy8JAuh7erEAQsxVPuKPj/F9d+sMzz5aNRMQrKjcTTsBloxW+eIwLncM74iPWDBsCOzHfZpbva0dlXixqxt9BChw2ibYBP0MGMeVzbnhoL774nHz1OcOrbkF7Ny/pQcuwQwS0qey88w6+d4s0E+Hf8A8flxe05V2vzGB2XefRA684ygOCqLLNVlsiTAn2tMELUtC5A3vcfQDNhS7kxEft6lf/7iqa1Y/EdS2af9b//WDMqIEDvUUvv/iMRHdBlg+q18rX3/DXs7c9FoleeXm89B+fUPZy41+YiHB1+eYFl7znVm5bOJsQN04rH6yTnYO86P7774cG8dj+le/Xnf6DE0X8ehnXnfkE7eL96DN8rZl8vsGddW+O8r5YtikrX7yT7UhZRjlyxPpDmifN7xZ/OhUWS/GAFtk3RtrncJG0QlOeV7rCoOoC9vKVAA5xwTk0nic72zMc+FqavC922OFHn3DMZ5CSrHq1mg5q557905222nbOwi7eJ2M4/PC7px5z+IMyCMqln5933mk/uchJK455qwxCmQO89CcvoaX56jrtNa27/qbnX/Djk75/Ou/r1fnyAQLwyCKKfnnJpRdd+lsm6We+cMRfr/k1jz8ee/hZZpZ85MDLVzs7zznrDMBw6yqjPN88UcW4ZxCKZLbKJjDwkjcMuY9JdJS6NMyLmoH/4a23mT7t0XaQkA9iyojh0PMS/QFbXDkHCdxgn+soes2tLZ/6xM4P3PVkhTd4u2adevr599w/DqWEsCm3+SZDHxrPPi50rRzyIEbGXPrB+x/gku+csxiT8CMNwZYGhMyv77fHzi9cd588dwA32e0SIn2mE2z74Z3dugHGQznDvTWqbLThetSVJzspvgvHa77ei88/J8wZyAzwevmqS37DfThMl/lMO6UscJZBAyJBnb2CWAg8eMBg9EY3Su0wBAwBQ8AQ6H8I6G9Q/9OrH2vEyyQFbEPW1YlJQTSEV6gwC4I0+xBguBHf8mod2aAmjhJmHA9vW1vEgMMyJSxXT2VlfzsXTwtqVewzdd6iOJVPuwfbwoNAAXYegTzGhziHYmbyygn2DSay2ATYZ2KBiIUhhlitKKZrqcSXt3j8TGZ6o002xgRxLhlGZ1Bokm/GiZFRLTbn5MPB7NUhLUdBc7qFbVCozoEDBEselUOA4UGanUvcMq5qd6mIQSSmUYoH7ryWj4cSdJRkPZ5ECrG8nHzVepes2tLKcS2Xy4jZKgtLfbYXwL2rEAeSpoCimg0qPJPH9I3q1RRCudnAm1ESI8Gup/mgvten9nWKLCSocfu1f3z92dcnvrVAFkzVatvstuOY4YK5OLciK/WpBPniQzxiMaIkWIpxlsoVWEHGH0EroKZGnS+n87ae20FOzC+6pSU49MiDJYRJFDJbvfeuWx+470G8u1qqhX04Dv78x3IoXFtUmfb6xuttfs2fbnaNioOFMVjI+kPZmAIhpAV3yJ4W0pVyiIR+sasTqJ35TgdjZbqQEO6uQMjB+23yTXXnN0tsDF7s/u9WT4avvzieQSW+M+MtnRMYSwv33HnbU/DcgoJ0bjobxvlSydtxp00FEgxvaZu35soiD6MpSMdZNrFBgjILOzvb+fobaZ5C1NIxW01w8GFz9/13WULrJMfSJyTJF+zEo1DPXZSGmVOIsYiQIrF8bV6PSr2rrbtVXs+r0TjS0ssoKN3r+0jDh/sgpW9oQ7xcYcSyzZLPbjTzO6+/7lZClpCnwDpY9Nfrr7rwnJ+edc6vb7n1MYaKm0dMq9SlF1/gltEGI0aOxquRvvOqO22/rQhKyziNCOWnh48aLUAhYT5TrDBrS8xAoJI9I/lOol8RBwK/jg8UyueqA/kktOhRxBsPmUvZXDcRbeGPm8ULrh4fWXMS48Sn+Gi9zHEcwc7OQkFQYNy4gA8J0GdnjTbigCGwy5cU3dexURX+QgtTAutl2EhFetDPlooSTaeEnBQPO4L8gOFjfvPrMwV8ph41+ErbPJnI22+6xbk/vUigp3+4LYSp9lq8w06jqe1uTMQYUwwlr5L3qk3f+s4p41967kf/9+0m3sCl46jmd4cBnd+B3rf+/bb9P/p5olZ8/q3m9liR+40wqiN0BlcbnzCgbxiVDGdetJzMs6h6KkWORFZjP5cWFUCJJb8yjd0kFEU4qOG05dINgMWZXInWoqiMG0a4TLlQPkB/5JcPZ58UPv8+avSQS67+85S5bWUGfZg+5czTqCCDdTFrpJJeJwLJ19DpU9mQBfV6HtzPxH/Xh0x8wC/5Zqe07vNColQgSO7GIWNSMrSP3AfqZDjA1I0B+dfJLH0u207xkUmmE/pym4uq1QpbQFXLJQKY4mmH+qJ0T3ns2hAwBAwBQ2DtRqD3L83arU//l15+2MV+xiRzG+7zYNnZcuSLgcCBs4B9J9u0uef46bbOIoYBB5tOYvIQv8IUwwTwc9kaOxxgN/A/r/LwGBe+wpu0fAp2xx22lww8B0y3woCF7fPbitWOrrZarY3dz9wnyqrFYrVYLe256yYwwV6jljNTonKZLzxLfAuTgqDSbnt8RJYuYSBF0XPjxkmDPEHHJqkHDz3yjBhQIiC2bohFss76644Z6YwUclP5CZOndFUIsnV3dHaWS+XO9oW1ajfLKmu10umnfhdXSPeLI0oje7mnnW+A3Fg3uEysxIMJ7kHIIj1CbLl99j2AQtm1jYhSdxduEkazOHi8ENXVduYpp5z943N/ft4lx3/7HLe+rzB0nQ0O2H8nWQVWWeS1z9pxz/26RFa8mMz3T/w2NqZUlSb4AwOAhpm0gMXovIkM6KEvxm/Al8sxAsGEWq7TWMgqhpesS8QtYYEpRn/6K1/+qotwFWnxu9857rwL/szGhZjC4aDB22w5MoVTF7WfddpJ6OWswHRQaLn13gfnt7V3dC2aPvutzdYdTQvS9RjobJznpffcax8EEMz5CLdbIwf0smyrXq11tv30rNPP+vE5P/3FZd858Uf45QEfD0M+rM24lgmq2KmCjwyB2kv/fhlFiWOgQzdP/T3vjn/e8Pobc8V6JwASNp39y0umzZhaLZfvf/LR4449RBolZleLs9jWDAs+OxZVypWSvNZIWZovb6uTKBv6ESF0KGLC1nGucJ222uZDsiitLCb6oFyBPL5LLyMFNOqZp8c9T457kMCKPLgDhnv/CNZxvdCchyPOh+xKrwE/IjXQs31hVHPbq3DpIkMKDQ8DMPu9yiMPPLKww4UcUbjKql9cvWJKvD98qrQ8tkB7/od7sfTMk5PJHLv+RoglXzD3Fj386G2zFoq/KAoy3eLw7/96XEY+06pcyTY1EY7c9SO7IIhzYsLvn/rjrnKpraO7rb2r0lWqdnd3ti2gyXK11tU9ZfAwAarmnCFctXqpxMpfRkkgW7/K4IYNfU0XZwcMKpbks9QIhnsg/MUFEIeQg4A2JQKb+5MZKlcCAG4SHzyQDOcKYP/DkBGg9dy7jpV8XuLTTiMqhUzqu/9+8/QZNMgbiOwsUjjnsqsnzZxTqbbf/cRDxx/n5pfEEKO0OKKEc1l0HG6w+ban/eQXC9tLcxdMffDB24455ktuX1OmJJ9rr4174ulSubT7AXtIQ0Rhq9W/3XE7K2y7u7rb582rd3d2tS0iWFfms4710ksv3M2wLrunHcxvkHzmiafdHY7KLBcue9XS0y+8Sn+IlpzwZ5347sr5RUAoeYIKo9el2JGXT3tLQPSAj+0/hH1mat6caVPGbrhJxCY68rHH/IGf/BiPu9Jys5CanEBJnkTUgz33+aj8C74hQ1kAJjro+r3GRHvgkcdlwQKVuEWwuSQf0eDAufLiF55+QN4oFLeTuc+NIJr45hTpJhpgm0pWUgTe9lvLW77C1Q/C1pa5XbMWdXd2dnbwwZH2hfNYf83XK8vFiGWZu+y6Ay+Lyn3IqV53PqO0ZYchYAgYAoZAP0JAf876kUL9X5XS/2fvLeDmKq7//3vX95G4kuAOQVISPBCgSJACRYIEl5biGghupZTiLS4FEqC4lWLBtVBcIkAg7vbY+v29PzP37m6CfNv///Wlab8zr+fZvXfmzJkzn5l795w5I/ESS0cC/f4XZSwZXcJUm5mU0tlJSS7iGDHmiTGUX8lkM83EczyTTLjAy2SaUA7QJYL2HEe2oRJIUYih0zLrB1WKOZHShvn9l5IKGaQ+x76VZ6PPZ2LJbCecTqmG5LMP/eXC0069+MI7zjj98jzrgLzWJqxJlAxyybsijVDqC2pLylt5wBpSd8rMw/JH/ebYLz/7ml0JvVJh0vgvDzrqjDY29EfPivvFeFlT2nKLcEZhHmnXymJ62owW5tjFUsl0lp09Or4Z995ZJx7723MuOunYM8Z/PQvNnOF2akRFmKyH58Bea2BdG7pIGY2Z7QeY68Z0rFhcG/3xh6DXX3L5TNb1IRkuglJx3PtvXPWH311y0ahzzhr53Gt/Z7/y9g4cWV2OPPJw1cPLJ1PtrBXUajfOfEp132LwJtSX3ALWPklmyJ87Iw5A4u9R+Upl08aOFtRn3BflfAeeA+WAr3QyFMXYIi/ZClKVbsuvsNY6/TJdaIuATcalHVYwjSqpUSPPMuogDdQasKiR3JgHfnrsy29vssVmnZqavGKbF8/PmTldiqLwxBIu4+vJcCyy5EeU8q2/v44FN9pCgvv2hZPff/13F118wSUXnn/25U++9hH2Do2slqNXBR1/e/ge1i/RPeKFRVi2Y583Vjep2qdRmmq2Ac+P2XWwXPjVmece/qsRPThcK0Wvy8+dMR24dc6Yn2LLClNbcM6z50SWKgecUeG3s7EIiFQ62HWzGItJiaULMn9OnZuWakiyJgi8i62/P//8hR1eqwBrk0dvbmH0bQ9pUh70lfLAdQeQgA1vTsMQcO30SDlU+ZdXQsdi0xLQxzWXj/IJxsNhrqiJVPliobz4hptvoV240WOV7LLLHgfvttteO26/0y677rLTrj//5R7bkGShZ2eI66+9CZ2+Z9/+vbKseCvG4jM9f+Yxx58kACmj5J9+/Mjp89T4BsRECxuW6BRzttrEEdYOCC+88g+6QqwpnW7M+syTjLXfftWlZ5568sgzRl3xx3u1Xq1cSjewogrpMLuLmuYLZz1jTA5M2/mAmFplltHpiYKsNV7CjGNsgS03036mmcoZ5x7dXIMA3Eo0KDGA4MsE6YrYKa6U79a5UQ6pCgsHwYcatS2aN+XYY8+Gs83oZTO4c8rW30M2P/6r83975JGHdOvZ1We+YslfPGVmFlJazS/niqwynXzxaYc0Z+LrDdzKz6zx3viWbKf+Ww7Z9k833TB3yriebCxUxMiqYKZNbZ1b6sxmK+TFzq68+Y9/VOgemWwalyJzUnMtF554wnlnXnzyqZc+/cI/aNh1Bq5LhzaSe6efcDqmv3GIMcO0ddbE8R9Nn7eQlxoeaFnSTPlUm2qUIQw8SfRcRgr00iPIC1vJFTWIQK9O7bLjxjy3DEh8+fVEmbh+91iXldZfs1fXZCnNCRrGMyl+ysgDwCiYRrs0XbLYcdUfrqADaG4uizPL+dlfTf5iSl7+MSjYGXa5lZjLmuEoRwkfsN/N2LGvafEnefWw5u6970Eu5XmLcY5HgceMueWUpGefhgni80uw8RobUrFSSzbrP/fg/Redcu4lF958yulXtGLdxlkwqImnMMDoJI8LDgGHgEPAIfBfhoD97fsvq9R/dXWCwrknnZCKowOmGrNNnIvL4VrpeJoTapPJTk2p7pddeRU/9MlMVhsX8NsdxIsoADi5UHW51TCv0SKUxEQsBsZRG7TYiR0PGS5n+FeOi2wD6T379TvwgM0Y2paWUizutPuhk2ZLzUAxePTOO4bvc9A1V1332wsvv/OOMVq8xFYJbYvRTzRvqFIyI81RQ/jlPfbZi2jUFQbV0ac2HDBg88033WrjTddbb6DG79GpyKBJhkYZSnjYUMSZ3doz22y93ceffoGRhXbz3tuvbrvV5jfccMOlv7vwlptuzWYapZub7e2MqcDEMDlQpOdIFIary9r1Da0oKKbYg9KLbb/9Lj2bO6GbMgYetLTusteIafNRH4OZ/3hvr913QaHTaHXc23PfA7CMU/gcguSQIUN6dRG/Er4AVQOdL7nPfof26cpUMgphG3ZMSIt2OBnLgCTYMXyMQaeI7bbcrDHdlYZobsToiSdiOBrjtBsuo2Qi+cGnX8hXgMaVbT7y4BFIiDAs7NNiF3PI3q4776KtMFBAs/F8WbRSRWOp997/wMRL7BsuPB81kTYCVAb/G5pQfGNDt922NycbqBkDrzW36y+OnzmPrRIrC8d9NnzX3agXiquXzO6270HxRCPeEqMlovOWP3v5+ctvvBOzv2PezOP3Gz5zgdy5xmTyM9ksGmqBlYJGTgySyVNncoODkw0bP3rl+Scee13iYdfSy+LqWgrU08wXjbPPXlv7jXc8M+7zj7/56ivca3j8RK8BAzstLbnDsF37dVGHSTHy0N6y2x4HT16gKiycNvWQffafvdB6nqRrb7LxQFo6m2lQh6czcIQgC+m4hplcnAHLHbmT0cXegwnN/lNZJqC7y3FKTLlj1qxpz4z9mPYXcaX46KNPPPzQXY8/9tBTf33y8Scfefzxx+59+P6rrxolU0oZYq89/9K3U6Zku3b75a7b07eYeMk8wOcffLBrZvldd9pz+e49b7r9UbghhZzMCKfa+dvtvHM39haVmZL48LW3TzzjdwtoTEYKZs8+74Sjzx112bVX3XjdNddPmTFTmCWTeN70YCB3gmfZFA2qWBTM7ZX5DivZqY2N2HKqL5P0RM9NPHneRZd+8PH4Lz75VPeqp0gQSV8SiYylTIOxthRXOfWE31x88SXnnT3yrDPPPOuskTvvtm2vvutOmdkin7aviZNrbDiQwrmkBL0KguCbKbPabBcvVya+9OpTT35oehSmJsfa0foLNt94QKEUfPrhF16p4bgTL2jVk4zUpdYFc2ly49QrxtKp7n17H3nCsTKleOMkE1dccP5Ndzxmbf55U77dZIN1b/jjny674vd/vPqPxmnm/WKP3fKaIonxz9l4xT12P2H+YvAvz/z4g6032wqcij7eWlmnjODAFam0N281CDmC+pu6ia4LqYzp/MnkkYcdTrJ5Y5LGVM7U2eddyqRIzMxiWzusrHddI0fkC4ITTzhJj6ZC5ZXHHrvsDze0s8LS9yZ/9OGWW28LsuJfrgzaYkif5VKN3bodfOA2mInmUcgftOeur776AacX5kv5P11/7ej7nzd89MGEX/J2X2HlEcN3kLjUtFQetvtBU2a0aEq6X3z0zlv333f/q6+58qKLLrv9jnszaV4mfpvZpYYS2ZW0yspdOAQcAg4Bh8B/DwLunDetMfh3B7Qt/jgLi09tQ4g5wHlhOl+LLdQLQcvi9Xv1YqWXHBI6+EqzEY2uwA80Sr4UA/20o1Wlel/8xzGcYvXN539HXdXql+TgNYcerVPANEuwJcjNO+3gHXHEiD6WffXDiZyAlFOxrZM/e1Uavsyaxo2GHtFaDnKl4jeT3mUFmJmkxRS2RhmAqKBkZVyZ06g4xSu97n0vjZfMHXMuOHiLfvJJEdIvfPANx6rNJVpFU7dF143ary/laiMDVUTy+2kW7FEf5GFZnectv/zWx0/R8VlBfuGkgT1iK5gqSz1Cf8JGQ1FXXfnHllrlmHNuMXDNO32/TZlfJnC89OMfT1tAiQDYMScoTDh+/0HapoQi4/1e+sfMkiCe9+hd57BTPvRpjsvzsTuNJiaZqB5nIfT34it/OWWeaQQkpwYTzjhhGHSIqr1N4tD0fevdqe06Jkz708t6M02nb6CgAjqfaua0ic8YaSX0dwJ7dDCpjDoxuY/aZd/48PN2tTrSF77+9MkeCcHSKFO4k+cvn+i22TzOWVcqJ0tNPf6wSB7sAd/bdbedmP245aaDYceJwGzaoX0M/OxbH3xMjXFrjLn3Jkb6s8Y1Co3pLUY0zvWKs795p3hjrwnfzqIuU6d9hVuAxsAaUX1ZChVjYxnt6S/m5CVzMn3mDY9wGNuj995In4FMbeQnVll7gz/89re7/2Jn9SJ1JBq7sxfvc9FV97OyR/174WQOsmuK6Xw70wXoQputtv4vg4Utg7smdcwgzJrW41gu9p4JirnHb72kF8S21yE8RTOHjebUJg9pL9nHSy1//ehHxDyYPmnci8xv5EQyLzFgvW3U59vpB5VcUFg0b+Jrcj6Cc2q5tbc7kvPTOJdMzUZAtacsNiwtTrr/t4dqeCHbRSeqZVecNpfGhYAPkdjD7r6d8Hfqyx9y4Py68PZXFwbBzJnfEIP8dH6OS0sp0WyBgZj0Ky0ea/QSPV9+80vzkLf+5d5LWdWFsKYtmKgKJ8QDQyj7eN4q6YZ1J06dk6MztY4f1DcjRzHs0+tOXhhQL05z41y7oHXqz5brZvDv3pha7dt5ZSQJyl8ec+BQ9VWcezJku3KYYSK7wvR5QVtZ2WgEU29O0c6zPU2weMqG3VLdTY3MZp2MKJhuScdjkAJbkCW1PCM6aq4L23h+OG5CqZx76v6bqCn1lWBxr/9aa537h6t33HMvZVLv4qurl1h+5LVPAOy4D1/jvA1W2mZTqm9TptdJx5956BH7iVTtxbO4cmOnDea3q1FO3n9dagRbed3V80lVd9VzEKdaPVdbd0fOpdQmOsH0Iw8cBOwQg7HJIlM9jtWuLopJq/mkNOib739ExXla+eQNoJ6lBqVjLAgKs8/afyiIq3t4yfNufmRSEHAMYEvr/PU6eavbspkamljhvS/byR5U5r/80GU97NvG77nOtkfPoFODeiV37D5DefshBn9UU08EOGg6MUfc8ceDlvr8yy/Vi8qtX33xLg8jT1lTXI+CeXyoJI3VSbPhbble0wbb/GoBp3aWgm+++pzKgwVZTCqF6FeAR0N15lWcXPmBl8dxtlxQnnfmwVtwzhuY0Elff/8LUOXFQrvbps8X9Gx9N5ge/t1oF+MQcAg4BBwC/zIC7pw3/QT9HwzMSsNAipa7aLcPDeFLi2E0mXHkpUNKP+NQxFgdpi8WUGkmEEPiHKemQ+G4Md6tBFvSa7aUWLFeTjOpitahEtOae2k8CbbZ75AK5PsrrrTaU0/dLQ1BCSaXijEBhkFl5yP2GzZ0DWlLicSCdvYWNA4oVp5o90rpMRwWxkonxsePP/uia649EduHIWOGk5MJtomEQen2Wy/v1yeb1lKw0mqrLM9wPgWlOnV7buwrWVRZK6rmfMZwQZnlRFIOvc6d2AZScgQxuXaQTTeVlJldpBuUTg6+SmRZd6N9INkPgzPWoCvH9zjo8JGjRlAfVrhgf3HiubIyrK7BeHkUXnr5+RX7d0NKqqhpjl76oEOOFA1B6nU83dw08Gf9UCiRLpc3w9vaXoORcWpG3Yw0iqG8HwgxjIeSDFL0V7UnTaFmgie7/K28xjrLryDlzAR5E884/SQqIs+NGil16ikjKUmFSUTvqSefOf/8i956+11W9+i4acMR7W7RokWkstf8fsP3HzXqN3YJjDJUA+P/mpgVPP/88yusgMoX67dcv3333R1I8OaJUp40FQRTaYn0DsSq0L4qfI/df9mjq2l8I+vX48adOWrUCy+8oJxWepizPIlJjASEb2zefqcdcbRSbCqt86DxBfdngSMepbj2nKCRWbBk1uzQIsVfHHbkGWcebmsDP9WVhUBmFz71xXLpvMsuPuzAPc10OFyZKTOXkxI5B5FJr4iA05JuH2tty6vpuUZ5L+uANv4oigj+9CzglSpUrrruzzppmycond573717dLd1kOwEsx4qtsLqq6+0UhMgIC1Zb7zuapzZvXv3m/T1+82dE3Qi9ucJ/LQ2DyqzemrzK6+4iBYVjJVyU9fOBs/YvvsfduEFR0sG7T6CS1AeIQYS4iwLrNCdCrfedsPy/XoI4lLQkStk6CesG2PSMT5yIhEaNJMpkugOdO5iKY+FDZqw2Wuf/Xh4AZmjEbWhPU0XlBN260fJXA2Q05zJREq7dPBnOy92MzuCYgOpyWl/0NHjw3rM2EtvvL766quz/cnOO++6HKsvTXnknDpp0sVnnvnCC88jl7qHAhOB/UK+neqtuf4Gd9x+KcQ0ciKRbMu1XHv91XfddT8ZtSRTQBbffueNRk5LqHhX3TZm66GrEUvLaaUhMw+pV5Lta6inVq4++fgD2IEFliN6yWuuu61r1+awRIw1oBSVxKa1+vTvb5rWRGr3DnVAqmVWwXKJhYldynmPkSeWZbD5PDYSWHPsxI677AB2HCEC2iuuu9aKK2Y1QQC/pqYWm4Br0cxEhZ43wR/vuHurIWtCDhWfykiwsPKZSj30+ONrrLqqDu2LJVZZbfU772TTSPYO1dsjaexmM3ikvU1k7COg3sOcu6hKrLjKKk89MRqO+tNyYTiqmuaNpYvdDj7g51urdFoxr01aRUk6DmS+bJvY9qVBTZKSXXAIOAQcAg6B/0QE+Ilw4d+KgH55lwz6fUatZcIM6yZi2owhnkCtYUNvVmbpN9v8/IqKn3Dzhe6Q54RsfvOLxa6dm4uFgnah4zeb1HIL+5GzrZ0UCsyMWHz5VVdHVdSvf7mQZpabdh5nPwk/26xN5GUbFEuDNhoAZxRQ9vvbfufdx0/4eO/hezEJh59/u9ieizUGrPP4M0+N+dM5DAaTB7dGnzUGoqRroY4fNCf9LnjYSpUGWYFUga0R+u571DlTZs5/9a2/3z3mgdv+fPdzY8d2tC/eadj2M2Z24B3CDlo0Z4rsPfgFyR5rDx43dfbZ554p9Ro9jgUgRmnKZBpuufW2ubM/YDhfIYj1W2F1VDkzDSpoZAM+IqHEykp1jaU6d8iYBYtCMbdI+Ml103nURVe8+eZzAzdcEwuuxF7z0u1YbxY/+rjjvpw8ccstV6USOO/8eIe2RQiS66y10eqr9Fd2FLaSf9555wApXEuVUoYj0UwIdSJyoivRehXmrnaX5qX2UkDD059sT1S8IMmm+cwQYzMJGi4ez6SSqiCqHW6lZKeTTjlHTYGq57M1w6Jf/nI7tSaBVWSl1IrrDHz3nZd79OhMteFjEjz2Eb311lvPOfsc3ZKxWPz8c7vFCAMByXPPv+TVVx8bOPBnGZmzaP68FzHhAABAAElEQVTm2Y/FjjjmV1Nnzdx0k/WthgfYt9/x55FnnMS0L2nnak30V++uu2+/5547uKQ/gjmzGSVOtvHjzz/beddtiTTzcpnRFsvlCmefc9aY0aON5koFC6+8PNa2HesLr7v5tgsulA1fwOiRVdDS0ToP0VmbSbfE1RxL6xAD7X7Jqi0/eep5l7z1ztgtthgUcgCvUoEtHwZtvPHYt944UWdmSEZw69Tc3ainbMO3eK1V+9OmGrxgH5JCKdPYjYM1TAuUMrECpxrLiadJdRgM6m7YHAtnLfh6JojzjLB6svWwQ0YonkTsYVN2Ip5i53ZITzvjLLgRYDlzwrj2eYrs2X+NyfNbPxv/zb0P/e22MQ+OHj160ufv/e3J+2Z99netyMSYScYWwZxlYLJYsqeddsErrz41YAADHyAJDkzK5ZjG0r777fXRp+/sN3wrZJO5kWrKdOrWobnL5Xgl14VjqGk7TdbDuEqU1dkxXuLpNKYfa8QQOLndLnvcM+a2xoY0Lh7lwhwNcknOWhNMqrJteOtBZ1p1q12QpQ026RXqzGzJKkuJlWaJ2IorLDfioAMefuyhlsXzNtt0bU1CBrdM8/sffLrDjpvLxuCp4I86dOTOP3fUmHtHCzVM0HL7ay8/azYUSex/0NFvvv23HXfauoj1yQgLM1cFLCMqpaN+fdSMWVPWWqORTOqS6b6PjH3n7jtv6NbMOs+WtGbZ+mzCQsLI886fMX3Smqt04tnSlrlBurHbqpOnTDv5pJORmR6IsWkOs/Duve++q669dua06bzK9BB26RrukWPk5FhzQNCz7Kd4wMqpRmZbaupkUO7fqxtvMwrDyDzq+JNY4KrtoCrBicf9imMn5Cb0Yu3lpIaoZOKVN1h7Zd4mwpXelmm+95nX7hnz525dmpFEll4Ujv7Nr8eP/2L3XXYqsX+mWh+bOTV8xMGvvPp0nz64/RjdMNSlwuZDt3r33be6dGkyTZcfNGgAqTyGeBq32WW38ePe2XvffTU6w3GFxnlNKWsPWP+xZ54ZfdslrOpUr46nNthkS2rEe4aMHCAZPTh6jgnGO803JWpcxgCheBccAg4Bh4BD4D8FAZ9pk8gqLceE77oGcSZUA6krrLwyPz4sqxC5fgys3wCtTMsTpJeSwtG6njfP8/5w6zvjGzbhxw8zo0dp+tWH4s6oBnFAt+JThgR/mt5PUMz/oWCBl3pskTNoMCJbRN9CyWbzEJQEVqWxgiJgazj2pNYPtF3WxFIokxG4UDEY68aGITVTzsv0wwEUxBew872utPodDwxj9B47dMuNwkShBEv8YY8agrKl/Snj7J2fJQadAD6xSjGjhUjaCoATpFEHps/4pnVxSzqR7dytV5eeXUijvdF1OLRbir5UOe3Ux9YFZMdkM50DNa5tyqRvR448v7G5c2siPXTIVocfejB6Rr7kZZKVF58evdsuh+B1KlSahh18/Oi7fov+yPG3PovhEJjje31v+pw5CxbMYylTt87de/Xph0KFYwV1rROOC84ozi/W/Ci/iUPEFptpS3IloCaCBz6NBAvh0tp6ENw0dk9n60DTtGZoy4LcIjb7yxWYHtZvxZWBHBWHp4H5Vaw2wmqSc8SLj3v/80EbDQGVjlRPDK2PPvp4zdV7kEDboCPJvJTRJdAEF35SPmOFSq7NzzDHysabTq6bsJ/zWKn/ywEofV6j5rYtkLnYwoIljgDGJA5YTGieDUrBvcqBWuwGLmPAPLNzFhdmz5jZ3MTqtmy3bl3RdLX9PVvemdJMA6GUsh+92Y4GI6HStLh10bwFc/P5fLahqWv33g0N6J/m+VNrIqrUaywJajF96ox5Bb+5qXGFfn3Z/EV2LN7gUhylngecbtPIFikUFYsvXtg2b1GuPVfs071zc6fGeFreDB25JkHV3WjuRIndIchn3FCYaEE2z0TQhN+IWizPW5nBiXK8gRMDMIyJ1LgC+8MLFqzd1KJ5CzvYcjTfzsnn/fqvlMzKzQV/ZI5X6H60NZcNHAlBBVjkxDRf7vH3yGsjXThWClKshOPcBYRhD1A1G1fGp407LsFRbEGhFKdXS3hhws4QiAEapgaozByeoSdI4LNajL31ZXjB48Zr/vDaq2O79+g3bU77dbfd2727x5YkXmWxF8wftMpqn07mVDvs8y5vTJyy+Ypy/RjNWmxpr9a29jlzF3CIQGNj187dujc0+FSfFaAcaZFKxhLFBbIxgKuSsNuvqD9W8glqRI9hVyLtLaIeh4FDL0oEC80JfhBhhsTa2cCHvX6yPidx65A5KgUjDSCocIVyqz6Z1AdU+Oijvor46sR45uWy1CkbvITkqySyUErxSIFDpVLI5afMXbSoo9S7b58uTY2NvJw03EDT6F0EUl0AkUycLclUgkRTob20uDU3fcaMpk6JLl27NjZ3xWFKO4uzmoJG6dAYE15nPEhtHVNnz83H0g3N3Xr17ob49DVZUFiGWNTac59G48Q3NqQpzJo9R0aoH19xpZUkMI1UruAcLJYC7FrVVzVUjXg6EIat+eUrV69uVUKQCOJNbCSLJBTEQI7eKpjd8W5UeVHRy/BmwJoNOEMcLrxasyx/5f3JHTPb03ISEs9jrDbNd+SmzZjTnsv36t23c1eWuaps8wFxSbcaXjJnPASZBQsWzFk4N5VubOi8XLfOSS/XllC3oy0SraYj8g5u4g4nJDvseg1Y4dOnT29pXZRMsgFtjy49esnONrWjFf2gVccs6teYEy9TLZVK1myuKqlVXTx7RTiQV4jokQmb3BSl6rjgEHAIOAQcAv8/EXjwwQf32WcfjKZw3PQH2FUJJk2aBCXb7/FJwHNjL+o/63mY3/P6CHe9bCCQSmVYRoUsGqlljpBm0migml/d6PeWbznn7O+thsMhQPFES0DvLzHAT3Y/K5eTjk0yK+shTrIxA+fyaoqSWcVEEfxs+yiIiVQpn2fHON2aMpKsEUJPRRE2myVA2b/fCrHlsdeUjBsQHTAo4jjiuGuZhxwbwOZwuOukJ5TRkaxejJrvz5437bEnn2TSI5rL/Xfd1b//Cj/fdih1+uijz/Yafqix3KSb7b/3HnwhAJtkpHE1ov2hcxeLvXr26N69Cw4HPBHSWu3aLSamVVCn0MSbZQDhW/AqLC7ByEVNicmazFhT2CCFoqXz1tDYfVCRtooRW2ju1KW5Sw+K4KhiygVGVUrZEaTw+JP37bvXKQPW6vfZZ9NkpNEGRX/DwYPXWF0mGeQobwxsq0n4Q3+T7oN8ptggGUuzZ2RdCM02E8MZUVLD0VRLCTOIToNIZAVMVh01jhJswUAiVgxhJhLUNEEyyJd8GrVS6ta1S4+uXaSSa+4ryQGaOd2ixGaOiGGUS/MaYINSduOXh7GpqSnTwA43NBlNFRYp3upNOKLUun4iQ8sut/LKvSUDKq8qZ2eCsU6QdpQOjYQsmVNP8+HZqWsviSwhSEFz5mguZm2Zk95MrAHHGLjyJCAUK9+kVQsF1lnR09I4mjkrS+accqhDY7f4xUIRP2HnbvgZqXE7568Bd1suSGcEvjo8SGJFaSGcjqYDRviqFpJEp8b5lTjPTiKt4mySoKaXqA76xqsmjAOmbnIYIjtTGPOGNJqzVNDpYRqBgi99m5wgj6nD+AGCy8t0102Xj584F8O05Heas+++f3lgTIZZtx0d554x8supmsYXS3SuNPbr349ex3OX5Omg/oVCaypNc2QbGpv9QMciGIh4WhmIqaTZwYWcLPRCMacK1A8+FC4yzcjV8eL8mT5CtJEYYTAyuNMunkjawPmKqgKWG7xVWRpF2BJMPxdXue/0WEApGaDCgsdCSybKhWJMJ4LTlOwBqppDg7kFlUEgmcqmVl25JwKaTDDlvJEKszXNuITMPoQp5wvxdCOS4z5KZbNd05kevVjcxRTFfEqs9DgT8qVyWjMgeTZVIoKmmxtXbWouJRrwdFmZmYwty16djx82RkfACjsKR3CyT7/+QGpPDTGGlI/lRqulzMkJ9H3qhUAcG2CZ6SdVkGGrcURhns6jt0csxjCCOiMhzXo6Hf9Gxga56MwCMx2JzWx2DpnTGSg8uOUSrw46VzGRaFJPY2ClQs9sWGWVVZCRFiQ7deeRKRbLaabTCm2YMjxCRkqKde3Zo7FzJ3yeZstbrEROpQdmtTiDNQBr7CyNQnjxTIJOHnjL91/Oiy0HKHR2HnuqIZEZ5sLOU++S2Dq5vlLKmpM/sGD51kgF1dcBm+KvoDYngKcLDgGHgEPAIfAfg4B7ay8rTWX0iCWEYceSaBkLyqxReDmV1/xUy4oI9ZnwSwo6P/P8o0lJI0GRhYQBf68RVVPuAqnuqB0xc8i1diNAM8CaYgaY+QVHyUiktfYC1Yk/aQD8yGPyxFLstM7pcAwUG80DFVaFowbwzfaBmtJl9JFMJp3PGcmCIuuSFIs6E0+yEmmjwYOamqVcm63+SrvuuEMmmWGfhoEbDlrYGmiNRizb3KPPsJ9vLH1EgqN06tgzVuBwWDAF4TZkoB1lSCq0VHIVxKCFdBHm2SWzrF9DCrQXZScNzUm2FSySPlNKZeZqgR85REhulHXtFAI5aAkuTDh0eubIGT3Yx3phzh2sPv1sGioUCr20di926aWXQoxISIjNhGqFamgD96EWi+Yls0e66fcHCMgeBGlzijis0XeteKLnqCYZWoCP9iffCksF+USB1sZ58GazcKphLSsUNQ3YpDjWCSVSuUGEypkGgjwmshh7NBgHjqZQppK4RkFRCj1fujLeD6A1J70jG11H9gy6KVIBkjww2AwVTRwEJThibeiodKwLMhkA7QQtu6YoEWPjO4lBn6Qe8q6oOvS6BOvOjG2sO3wMVNzIQdOhUAfgSfEKsldSGq9gLp9xEbBvqlneSAZOvJBnjtlziGdMB1RSNSWPAd1FSqxY0EbopxrP4AA7bplvxsCGjq3DI6QnBiulAFCsZ9OG+TGm4tLgmqVHmpVEfUzwytpkPZU6FYmgAbLQVdq8Su7SC88FECnQQfsbrzzTv1dndn9t7Nzn+lsfwJlTjjVwPNltt97SJBEkDNOAi3n2wJQVqr7vmzVdpn2hKOFYU9OU0bZNL1W9IGSCryJw3ZDfPEw6qA46WAhhDBTqivGm+tna8RBDgqWBuHRt/sQqCuqDpOnsBKZeCg2eZSLpdFhurL1MZnj2OewOuooxxTSbUrDxWDH8oS5qKq38vCtUFVoWmViAh5Vj0mJxNR/NzHpG1R8kBSn50zj5NQVQ9Q5KWG50X4nG0JI1Pul2cWTR6e2CQD3fVAYPHDMRiJQkcIIMbyIY4mQzXV38TQtq7FLdm3Ks45F4pm7SOU3je4VCJc9UAYaseKMEOgOANyD0GFrUraxjUlQCpdPbtfWr8eHHk0xJ1Tx2icObBTMskemAr94evICAGy7kU17zracAy403DJFqCg4XT2dKzD0wyUyyMG2oUTYJTuMbmKmffbWwx4heVqVKjj2LDIn4qKGUHzI6PCatmd8bw33NuZym8AgH3p3C2ra+/TQM3IdDwCHgEHAI/AciwGvfhWUMAf3g8zNdxi7iJ1uKLRcoK1LX0MRsoOH4jZdSYu/5XeZPGqS2UiABrRaCMpMh2RoDp5Q0eHQGzSFEKREb6aGy8nSELRlgRDS/8bmOPBOC4CO1QIPVOowgzSbUJDLgHhkqYmFKwsclQSgLVxeqow6MI431QTpmiXV7foLN0Bo++fDdvj2ZDSYNCfXM7LJGuehFOud3pTXX++DDjztlvAzKLdw4mom5WqxGkzbG8LaW+6GZ8olY1DRmFCucADCT7sUhWTBFwzFGHVoo87wYe5e6pTzssS4jRDywCJAKCWXSAKmpBzOfODxaRmIJ5VIWntLTQIGuJIjZ2ABPnFc+9rTTh249ADo2bwMatECJBbDQULQG84FQ7cZ/qCyR9H1BG5ZAayTAKZE2bijxofVlssDUtImWgKEQS9tUA2FCyOQiDo0Tu1Ss7SYNNBZWKHtXEIMARZ2wHaWi5jOzFDNKaiXCa1tLxKSLIDF/Jho+WgKGYmkY0hJ+KgEc0tJNs6srwFGFU22mczLPViq7ADW7Ysii5AwERgSkoNOALORiqxgo4uqpOOJAMpFsQJsPFVk8XXHsyjLbcyKFkZdlcmyEqJYqFNlyRsLgxwNPrdMT2xBX2lEV5I5+Fqd2MCdChplmxmGPAY6MU8GFVJDSd9TZkSXOIdvMGMSMlAmA543eIniNBMjBn+kF8jrzHHCNGOxyaawmZjbiYjJAyLub/vk+B1/xu7PJy0ln8aCFI+soGt9zWylZinUqxxqvv+POA/cebDV05FFdcANqVyHaE1vFFGtagVLxeONJ1cMLyLIEEhRXLhcS6p/ax0jNZ46AZrsSZLaeK9nGAo3dWpivanyXYacR9+hPLQ4TU0vz4fsFdsrBtajWkSmn/mxSrEFuPjXKgH1FNlA0NoxeDfRADf3Ib8lrAd+OnOTqW4iudaQFJh/a4Qz4CRD+JSN2F1YGYmDv6UQH4uyn8ekpj+BP8FrAPNIoFM8Y1izvMUgRAsziZt2meR0gbPhHvDoN93oMZRbSbXjKuJEXzth7QJIyA1tABXTsFJJI4vKiG+MM1YMhzNVd5ZQOeEUwPZMqM51WbDWfFqA06cBipGZiTClNDZI4N8FZjjVOixMI8AE2SpdM4sz8Cda1mlpgoOfLCTn3vFwOl63YUb46qymf3LmONmLp1gQNqdATklksQPVxiSmY+IMm9J9h1XO0o+5SzAZgxE0czbseGomhCsoFGVlxhrX7cAg4BBwCDoH/NAT4pXFh2UJAv/nm15qffw3JY2Kh40vDNJormoB0AQIxdUqYsXnyHaUMy9R8H+XB+CTwlUGtP/7RZmBIRrMOjihbFL/mMgmMsqHPbIYFNjoWm+HnJBqtzawUND9DybWWsqD26hRq9Ao0Avx30g8stTgyVC+NEGWL6YOo9r37Lf/VzOlPPvzEPaP/8uATz9k64HzY56CD9htx8NChg5kjhAsARTBXZj6VVZbUP1E2dAadySCdyRhLEgf1JaYlYJRJtOnK1oqCBEVUXiGlqObo/Qz/YyyhLaNZIhr5UbZIk1oDLOyBAR0eGBmEVBRdLhlff71Nrr56ZKXYJV9I9OzVZ8uthvRfdUVZIRi9vq9ZpiwnggcSWF7mkqKtpiSxfiDQrDJLWEDGLERwTiYxSRBOkKKBysZGL0TvhH1S5ppEx9JgVwkUWZTUCr4ky9uYjuRCKy5jihOkDVMn62sQpDSTNr+BXqq1GlRTq6Nbqmp2qaTPRJFYKaKDElCYSGlmmHEnvdx6BPHJCnxjhBOHpSG1NVRqxVDIYwnzSTLeLQwV5I/hOZSBrREJ2kCKLCXgr6GGgJ9UP5c1QHYsN1bmgAYqKXILZwIuWdrWmCCmApCbrk9SDAMRe9UIXsYZwhHfkthUwdq+PEawAl8ftT7b0AAaVDlfLOCKhIGwEeA+zkPUfWSBgLqIN3xDCdCHzWYztIFV4nnUyqnDTj17x1/s/efRY35/3fWL23l86ILlrbbZcfdfDt9x1z1XXamZIpuwCGSKSxhTL2SDOaVq4idHmTOLktKNlahCGf6IabUbvZeBCbCSa1WDFIhjjAzzCIfPHPRmPMJ4x8nLyAknCVIFPTlMZVQ6FParekkNmDAMCWY7VRb6AsFQqSMiDtdU3ZRicNAyXACUKYtphV9d7wQ7AmSqw0ADrMiGkSD5LRtVWRa+WBHUSS3YvCLMQ6eC+cOkxTVnoAZANuAUGS2OnFj5MMUuJytWrXqWMhBnWYWyyrKR3CTIW2o6FAQ8aHyqM+vNxopWDY3JkYiBRt/FAIMpVRO9ponStxWAHfM6JcNMfcBgwwVNg/dT97wIDStojSVnPHjRc2QfOgw2uhkjMjqqj7diWR5CRlqQnUjmWFI95kRweqdKtAIHflZHKXLsPPRk16o6QYZEYIgEcrZhxmP3cgfkWhtM4MHieJkkNcIZroL0PlG7kkTthDHZzb3iXHAIOAQcAg6B/zwE3IYly1abSQ2Jgv2p5s5qDIqOklHm+fnVtjHEMBIvvcHGiIpUgnF12Gj7002ctE2lmVDlH0VAbJVLlBim96D3yc1idAKSCEZlVgwKC1qASUV5QYeSQw7O6ONGKg1Pk0U+NiuBKctsHyIDEOsjKQ0LHnhXENhwR7ey50OH8sNQmfVvK8gnfORZJM4EY7wpO+VKNYPCBh8bASIkNDJbtU56lqVAMPEl1OAwt0YlVoky/RjCZqdHBTZAkb1EpeyObuTSppNGETfqm81MtPgFHrm4YEKVUSFNovmwZdbua1eCJQqohmop+YjkW8JYIx81l0WpJOioL3u/w9/mi5rS8tenaeiQJziHgYu6ciBSHcPAhU0T2gSbYGz3sIGkR5vaqhWYiIvqKYSt2RzysR1M8oiL+obhJM0Tv47lrOwiIAsIcxWWy5UJYmUo62UN00wDqSHJBZOQPUgZWqXah0K2lrZSsUXSzQjmoyqnraDUWBMvAhPgDbAhOxNjs1SFUdOYePU41mrJYqEnIDF/oSS0nZkgpy1btIGKaS/s7mLAqV9RiMqFW8TcAmQJwqaJklSopQwbKKQKhaF0UWrNn+Em5vXcluBZKzEiCUsJRYpilYkaGUvTxtkZmbaVlWhj+YwqE11YaXkz2LeELd7yq12HEtqaWsxhRT9X/yeYMQieRFuKwda8K2S+mS6kVq5jV7usivM9IEAVYstVXXbVArctnzbSfpr+AJl5WVErkwcBzGX4BtB7zLQOkeoVtdJFbjPpqlac4cY9fADTUtgaVSuLMPJWqhn1HlNv58a8D8mImFEuIzM3iM2qP/M6RQC9S0WvUuvqa26X/qgDYekkd+8QcAg4BBwC/zICbsOSfxmy/+gM/OhaS6b+5zT6kf5uzeqpTKqGwbkw8Vzw+13VTqSUSOkhRtFLqnZGF6FksqOmmAKtwhuRyVq02cKsVihurKGCyqKtEeBvxtzJhgwaEVZUWJ4xpcihYfFQ7bPp0lqsNmbsK8bxNahsCE1K/QeFmDoa/tWEUBryqOq6M+atUXEow0Sbb0vIpeiMXMQYuERFjMa0JTxffAbM3TJVUJLwYWAbagxIy18srAEheq4tq5ChWP2TAb1MNQqDEUz8InlMvPhHFHzXX4fRcAiRMBFR1axs35tFNYWsmqsmQ8jSfC0VK6vaimj6jeQK+Yg6VOh1ZTLrA7jUyLaYUEk1iXb7QLFRrxPsVpelCMMboqqtYnPbW5lvYZ80pdQ429YMsTI8xcrKSz1UFRKrNoCRIky22rFp9zDaVGGJ2pM3lEPfGGZy7tDnVQQSS34Fa9hxQTz9XphgyHx/WIJ/jcT2B1M7ExlKXiUwKcjAH5yRoPqESjBFSaYqubmoNRM0NoSlh+UsRW+qYx9GqE0eKPQdunO+pwhTZxVE6fZ1FGWte9Bs2eGnram9MXKYMiLPMvFWKpMExpHxTMIPQBfyjTJWb5e+oCJ0PGN4G+ZKr17Y12D4RIfxtryIxHZXC4vp3z/cxkuX/M/dUxAl2l+EmmxLmpGqpPCJhDJX/xMu/1zxjsoh4BBwCDgElkkEqjrGMind/zWh+A2u/QSbypsYq7rUg1H7bYZ+KfdOlUlV+SOmGillRfaJFE3DscZKEeZPMhBdTTGEdUJY5UlUREpLhLJ+fB16EkMOfKHR8il6G89cUHNpNFrN8FEKVGhLTFKCNlQZRW78h0YRNETmg9yGWRRDVQwLfbC9Qa0gahoR4jczMtiylB8uCGoml3Jh6qiykc3Yb/CyRGFpshZIN0zMJR+qhgl2ID/S84wmHyUt8W1LD8taIqV6I58nUuMxgtgWWqsuUSYeaphIMw5tSJPdiBMKH9U74mvrojsyWjGipB/4DokMI/nYlMs0XJU+RKZ6rxw1y03RxJgGNST2xlxabEUfQqgvC4umYkYhBIo6GjLdRtWn4lFFSIvMlrDtiFEy88XoURY9fJaIphIJId/oVjQio4581fdkERNFCOu1BKyyCc0O/PhG5YekN+Hrsz0Qb0loW9rZbqQyA5D5ghGShisfkSy2DiF/UzVbsAiqQIXySx7lr+YNaRQX0Zvr6COsg7m1ZpXIFBsWWGMVFWESQhEiNibNlsXTFFHWcQkJbbZ6k8zwNyyruYzw9pGpFmNcS9zRemZKInBF9GQ2SHKvV5hKoknDike1CMv/J74MG9u2dtTAlEoPMS8K7VirtpWZpF1jTFBzm0Bvs1LF6FUQIkQ4HsFb1aaElD/8FfGConapQk2oRZFqXtcmGvZ6SSr1O8UISUWSyFfIoI6PYfDdj+/w+S6Ji3EIOAQcAg6BZQwB9+5exhokEkc/u/a33JhKRtOJYkRjVR9DbS0Hc6l4c6usYrFU+xJdVRCWSKvGmgu0EzKbvEZHDouLcjPoHpamL7Qso2iFGUJJl8xuyBHM6s8hTxOJfSWdzFhu0pVqnKPSDJllsER9QkojqNGrjOgodlEVDEFVYbeICZSwalENq/yRHHW/LtQkIFqKE7YkohqnEBEh/yrDupxWtiWY1aX++OUP5EJcU5KtQITEDxB/bwmGQy3FwFS7/Z4rULWz10iDWltTLBWWYrlUqsEP9db+RSZxJLoh1iSwsA5iHrapSSL6O+VFMWi0IrXphn2NTzXecDFPgb0KP8Pi7PNRTYlqIpbRNZfcVul1o2RKVuGGSiMCMmOUBFxsU8mRBSIKvVW6jBiSQRo2UYalTVLyUrc2phrJhTFBRUlQfE1AdUIJQ4Cfntqlgo1R0Usl/NCtKfc7iZaB4REWZyQxxJZzHUVdWVViONYqvDT7uhR7CaQM2ISZ4cyV5W/sNxnBS7P4p++j12PtxbB0VlNsWIDEif6Xogulq+EFXd3raynqf/YWJramEoB+hVWoq1Cc6KpWqO08wiOUxxRUl27u3YdDwCHgEHAI/Dch4Dxv/+bWlGZgf5vtlX686356dVv/q2ypQ60a/SP6USdLvc4hMmU15NEXNxFndCCTVscajwGWCco0iyvqoi2Hagy5lBER7Y4DFBOu4bGLo8ISo3JtnUy5OFTwbCCADtAmmILMFfdVpSfkr3TDCkm+KwwpxhcXUqhSxh4UZTQ6bzjbezMaDhF/KIW6MxJY7DTEbgiiDHXfhr+pL8KjptuN36wPyuBg8kYaORnNeL1JiZpDsplQX4v66yidb1tcRF3NqQhTY1uDJTNzp2qZCpmc+rAklkGVjaHBABV9lWaJQk18iGAkjDY7MF6FkE/ElImC8pBRksXA5q2/hgNuKKBVdrLZxoqKFz0xS2jQYc1MtOVnqm36humuqiyl8sVfrdHqeZIvEgIaAwtdJSxeItQ9M7q1oVokK8bs/M5qTERS/TYptu/IpsIvY/DRpqOsFNWWE2zmEa3us01h+z2PVWj2E2skMzzJsFSAEcmMdNikkNR21DpSyCwBnzUmBpbarehr9azmrhJowVWYTjkApZvQs1WVsUpNmtkeFipKrwvGYK2VY3Nyb57GiK6WHsVE3zbFfNpa1Rq3hkNETH8IOWlk4YeZGvrvSa7iJukkuKWJahtWVrfqOXXUug1rRhYDANgRE/nt1az1BS7FMqpASBNS2ldffTZr/VM1kvRn+k2tNhKQf1N+dElXqSvMyBwJHnKub8OqIEtdWJb/DOVSGd2tQ8Ah4BBwCPykCDjj7SeF+18rLNQUop/h6OfZMuFHWYqs1HFCRLNUAUpDdfy+VoYbmmqkCXFnDhqQMqeUSB1cskyjVYpn3Q88t6gsZhlGVHikXRnJokhuqrmsllDHxzCRtmrKJhntMFz1xIqUiE/k8jLVCVUc2bFhEaGs2iJFm5rwZxUjo6Nhtpmo2rxHow2HKrIpvyqeilcwwljmVkUnJnJu1BGbehm1TUWQYBRiLrmSwmc5/NOfMKgyRwL2GDS34iMbkhmVEStLRjx/1SxR4tLfVozvkNXVcYkciieLncZq8GC+Vlg/Q2ibLIIKCnIo2K9Qqa0TyxRkm9XQIYn6iYkhIuozYU2stAbAOp4moz7UP2FoeHJjECAqskMiOsmo1Lp4SrS5+LRBBLYaoQZs0o0AJq+l+s5nCL42k7HdDGJtjShfnPm0hYqP2ctHsaYoW55uQ/l1ZapfFUkx9SFqNUkWIVNNV6R46l/XEbEIRGy5Vp9oRSvYyqrckID81e4qK6WeD1RhuXXxxEATUtobI4elrA4WRMXZQu1deB3ytLhYaZcotVqoqVRYQfJGgCvmXw48qVZYcjI5ma15w9cO96aaYTdYEskatmSWuW4CAoSvGtuC/58EsqxUcdMSfBhrUAspIwAsCSWDtqZxmnLpV9a2NBM7ibINuWQem9N9OgQcAg4Bh8B/EwJVRfC/qVL/XXXhJznU2IxWoR95/uX3MD/zNU2iWm2MHKsvKquhlJrCr7sJ0TdKp1GeIk3I/PRLPbeagWhDUqOGksyf0a3qFLhIYzDx5LBJ1SJQGVF0TKS2/kP50Bb2YiO1gxUj3BhiO+Qf7pMJH3n/JB7WkgQxREZaK4EplvuwWMlW0/5NBhianMQrFU1MtFwCnLaXMInStLU9GzSSqgqRsXjNLvaatkTq0uugTBEhPnDCrLGymGsrlSk3pONrCeGtJLXEuisOhYCVIJIiqZO12PI/hKiqlkV73ClfTRMNuSCDoTe3tol1b6GCn625UqP6hiiqqFqi0o2yKMqo5BrkijJtZzKHteNLei3FGanID9ra79Gy5VPx9kZcueLkdDJV9wxUVg03iDSU2ZLr01oaRgZboCIRQ8+CoSdftS5hfrgTpSMOLR9DqmuLjMlnUsBbeaPNMMIOachrPHULtfA0ZenayMOt9gLFYoEPZ4KhV6ujWZnV3ywytpdaIU2p4lM1t2RHwY0/W4D9NpaZJbboIbnJUmVAKVXjSuKJJ/8o+rAKqcw1FVFdlBhljqQnygRJSNwSIWRuEOPUMwOTfdyU21LDj4vIkrHZlSSHvEIdhlHlTKRyR7KIrtYDa13FOuGVWgVGDW1hNNHf81ErZUn+VkxTpOErwYDPkNuqGIHC0QdSzV6hKk7xZAm/yaBIbD/T560E4mKZ1OobMRVFFFsXBxP1PGJMorCm4aI2MnIa3hDwpzaAzrSIhgl489DPKFbPHcEMVNlLe1tjUIvVlalvNQquLjgEHAIOAYfAfwwC0a/Jf4zATtAaAvoxt3ff+Ynmtzn6Qda3VdNtTKSy25wRlblb4sam1z5RGb83nUj+WOojSyOkQJ6QGBPRSCkrDNVWZ+1GWpfG5qG3sqMXoYVYWpVpY0N23MsRV5OlWlB9VN21zR1S1ZiGFDUhRRfZhzUy0pEFE8LudF8v1g+VUSd5VbYl9aO6nD9+adRE8JNsSFKtNff21roODBPR2FAliyKW/v4+glr2pamj+6VyhRnq3xo1bTvKE7Zd1IY1PVG5+be6uDRUAmoo+rCtmIngw6bwacr5IRhJ50/dzP7ZXIZHXRYbW5cWZSFqyTTdVTOqVjY5+qrKZUqofVgqxkiM0Um/MRnZ6wIlPEQPrqqJpaT/14ewkGpUmMXkqF6b1DA7QnIVJvFlrixPc7k0Q/Ja4rqEKitzYZMlXrX6VXGqcaLkSbE56+RZ+hJmdTR1fH70klyhFModMuDLxtsLy6COkoiQ8kd5/3Aiue0fTCNOtbdBFEn/5FIUlsa0q4kh3ub/4SJ+NAUmls/3UBljO4ynwU0DU1hErycmFDmKWoqJyfF9DboUnbt1CDgEHAIOgf84BJzn7d/cZLWf1+iqtuQsUvM4lFcBgnB8lRv5gsJ4ftk52FYU0KhBlyD0tCbN8o6Hq7asLgn3qABDsERXiISpsTID7ipCfowoiMwy0WdNulq8WFtmYS5zw9y/GrGYye+xRIzIElWOxisSSWs4RMREGieALaMmmymNyCh+CfG4qSUlQ5pITlMjlrfZFW71lGSDNqp9xDmSRKlLB9FEYi+ZFuVeMpa7mmDUvjFMFjUtXucAtPn1KXnsXUgcfplyq16dGk0kT62+ZKhF1jFRiSEK8ei7llyHj8mODIIi5ESDejr3msBVhFm8rgqRzOqfS2L4vdU0rHSisgmRvIa1+lLIAaYRX0Sh20RSLhEvmroiaznEzrK2nqU62euyhDIQI3hDUWoy2Jaq41+TzQpvP+tLjeJrvSuKCbELC6kVR7okqjExQkmkak5Vv3qzxIWlMZ81MWuRylVjo5wWDX3W1SUUpsZBlFFLW/GIWJKRSJYItqw6OWuXdd2gliVKrklbS/uhqyVFUI8w3sw6WcOcMK+9TKJ6mR4UpRBp3s81MnGzOFOMSookjKoe8QnLMF+Wxnyaj5CDua69/+EWwWkIlBxyq3vPRzFRedUXqZFHEv3PwRT8P5M5CoeAQ8Ah4BBYJhBwb+1lohmcEA4Bh4BDwCHgEHAIOAQcAg4Bh4BD4McRcMbbj+PjUh0CDgGHgEPAIeAQcAg4BBwCDgGHwDKBgDPelolmcEI4BBwCDgGHgEPAIeAQcAg4BBwCDoEfR8AZbz+Oj0t1CDgEHAIOAYeAQ8Ah4BBwCDgEHALLBALOeFsmmsEJ4RBwCDgEHAIOAYeAQ8Ah4BBwCDgEfhwBZ7z9OD4u1SHgEHAIOAQcAg4Bh4BDwCHgEHAILBMIOONtmWgGJ4RDwCHgEHAIOAQcAg4Bh4BDwCHgEPhxBJzx9uP4uFSHgEPAIeAQcAg4BBwCDgGHgEPAIbBMIOCMt2WiGZwQDgGHgEPAIeAQcAg4BBwCDgGHgEPgxxFwxtuP4+NSHQIOAYeAQ8Ah4BBwCDgEHAIOAYfAMoGAM96WiWZwQjgEHAIOAYeAQ8Ah4BBwCDgEHAIOgR9HwBlvP46PS3UIOAQcAg4Bh4BDwCHgEHAIOAQcAssEAs54WyaawQnhEHAIOAQcAg4Bh4BDwCHgEHAIOAR+HAFnvP04Pi7VIeAQcAg4BBwCDgGHgEPAIeAQcAgsEwg4422ZaAYnhEPAIeAQcAg4BBwCDgGHgEPAIeAQ+HEEEj+e7FL/1xEoeV7MK8cqFBTnP/A8n2uM6hjX5cCLkZpvTaTSJhKSiud7JRFAmI/HkvlyxY8nyENbJryiV/G9su/Fxaxc8eIB/7EyN8qxOM5XpYHygqTXUaykkxUyBl4C6jiSUHqy5AWB5yt7sVxKxFM+YpCUpLhKLNZBfIeXinvJRFksAwiDsu9DUSGb72XITZk+4lEDvrxSRXz5T/KZIDXwSr6XpJrlHHyDctJH9FiFkI8l4JmmfjCtlGOxRMkjMS5IPK8d2T0vg6iUBB+KBLegFPdSuonlvaDg+VwHksXLkkUIxL0gBsd2le41kIlrKFIiiHulGLElr4jIcS8hpEztCxUvSUaAjnkFPxf3KRPqOELHQCLgGmk6vFiiw08RAwxUTeXG/JxptRTlBcWSH4sFcSpFqTGqCQ1FIHWajxJNl/RjBj2/VE7ARZSGhIt4peBTNe6BMV6kHfJeCt6wSaqsslep5JLJsN3zeS8ONtyZtlYDqM7cp9QrKl4sWQkQhhZMBH7CJxlJfK8ABvoGRnCiBYOy154C5opEJAGZy/FS4IMNbeHHDUQVqOllXptXKXixeLlCwzXQ7ogtxqSq6CJyU2+/TF1IK9Ne8DGlJMQcIjL4cCkk4BLkgIB+UvHoXEIhpfalWREwEcSzeaGrbuTDOOaBiHqOqaNXycMn8JOmV6rWpXJHgp5fTqs8C3y5QH+2tfUSedMzaRpiREFPputTQVMDsTXtFBB8H8TsvT5VRwOM+XYfDgGHgEPAIeAQcAg4BH46BKwe8tOV50r6JxEoY02gJhq9M5GS2YMdIg0SkyjUHrEJjDkURxGXRov9UOjokFljLLcS5g06LEo1arOvPDEss0pQKRUhxZZIJxWHyRRyDL9QX8W2Ui4m4qjyXkdHCXNBiUiDhlsmWTkVUHkRyvcr5QADT8q8VWp9Yz1JgUbtxggsGn2dOqCtyz7wMRCkvMsWQP+WqSX+Ri8nF+YeCTHMMBKNtWcUfQqlQkaL1leALUIuGRTktnYAAlAUNlCM71xZCAAkdfYDKpEsq/7S/60gslYkcqUk80B1RBIARmoDIfaEVyrkUz53RCeAqohRSTTafAWDiJrEsWoFORIgJHYKJhU2hphyFWIi5lSzgs1hqmosFxKTGG5YNqUKglFGsWwsOyzLCqYUNqKpKx/EwFdNK86mN2BJyURXQdQJoTDvSYeYKFMMGTAg4dPRTq/AKIrRfwADMkqVIHyUsLNEg+FKH6kExn5Tj1Bq+OlX4liY3KiGhjU3MBKI9AwKSfq0I5DDyLA1FfdKwkpWmLoRSRRA06gTx7Cv60NSli89kTiKVrNirlO3igxUY/XKYqUYWzlDVWb8wEpuCjXl0iaQUVS5yLhDkm6pljMl8ZlIGCOfZA2MxBizAMEytQB5DMGAAY2AW40+mKB8IIXBGzDaoIBgBpqQp4lzHw4Bh4BDwCHgEHAIOAR+OgSsKvLTledKWhoBtEKjGEbabKgfxjG68IoUcAZggqCSVgrlWAHzLPDy6O1wwTgjsShFGz9MHMdDyUtls0rDo+WXK3HUXtRXrC08cdZeSqKgxpJJLBKUWpTYfKGYiKVIlTIt718BXVtWImZKXPp6pZzPNljryCvLfkBZz2BskFeWgJRp5fTjmXgiGxiHi7mX8UPRWAmYOul4ihpgPSRiMj8ICZWFOyZRwqqiGLggLI4Rr4QpUInhP0mUkRqrAR6Rpo+CL3ddWP0i/p5SAd+dl0e5juG5IiHplakdNlUsX2rHuZZDPU8UUb8TXsqvJOMlrDoQSqf8TkX8LdSi3IJ1mfCBO1bIlWUMSR5sUXlmKC+RTnr5IiDGKr7sCD9DjagOOn0lmUVOnHG4w2Q3YfXhwMKVQxROROEXJ97YPRSFwPjz2oQ7MhvuPr6poIhPLB5P5Uq5mLyfGJcIbpDyk/k27C4ZQNiPsi9lmJoWMsDmyakWxbpKyNCTpQLAFUnv4yCltUrxUi6b6YQVWwgoCe9lrICgsq7gl/dTNGVFfjwZnLilkn6QSPrWu2lMUiXE8vk85WLEqvCwyTF9aKBUqcSIQMr30+VyUc0jI8uYXqq8j/2GXDLOBaxfzlNcAgvRxgTIAKglHIxlWYFxuZdLuZwqgR0LMOAXp9lT8tlhiREvjBG+aFzEIsPzpz4YB3R1lFKpCNe4jD2aFPtvMcRKoDdSYzLHgkKM1hUL3KsgCscENYCoXI4jNN1H5qaeAj16QcXeElX9UyVlKPLngkPAIeAQcAg4BBwCDoGfDgGjav10xbmSfgwBNEzp5ApSVWMJP51KYNK0zJ787bSZsW5r9lqxT3c7uQ1KzA3ZDDIkpN1r0iBmVzZXDBoSqPQlWEkDlb8sjvKdTqMZ24DKilJLZi+bSpMV9wZGErP40JXlNZLZGCsXOuJJppyhr+NDKiVi8Ti6M+YLmWNxyOCO52LahAmz5i9cY+DgJCaaNHS8JUW8ZhSKiy+ZZKoekmC/UDnkRLnH42EuywGz2vAdojpLJ0Z1jgel9vnjJk7OVZrW32CtlMlUzhfjzF9E3mKAhk2JGA8o1IBDSclkRsaR5pF66XgGDxoFm7l0lXjSL3h5nFQxDCX8KrHOgov+jlVAnTFFjE/ST2TKpRKmcqFSSGcy0MjtxlxG+bfkOIpR5Xhl7lcTv5xdWHmN9Zt6GfegX5oxdfrsdj+bbVqtX1ep+pUCVmjgpzD/fI/prBjCWBWpWH6xl23IYz+qPExv5oIirOapWiM0KGIXymeZSmClWIuYWmBSke6nG7MIgSVSKvuJeFr4khvIZNWoFgZYeJSScbkTk3558fRvp8xZkF5xzZ5dm1V7Kgvi8Kvg3EMuDLPinJkT582aWQ40cTQoBalsc//V1sS0yybVhJoem/CLxWIqlZKVirGbToOS3HfUVF0CHvqQGJVkIuHnS+V0Io4H0cfqp7kgCfB5Yq+aN4zJoRZOahYobUSlMMplRQaVhCarqmawLucLyXRWTjDaVyEPtgWEjHtpaiFnmb6w+pjKiJeMEQaMNlDIFcrJVCpfyDWmUjL7iqVSLFv2U2m/UCozMxQjTdZ1CbQxtamjXNIaUCAgmOrFQAKPQRQgxw+pbqkuBR3FWCENBRE12iiP+3YIOAQcAg4Bh4BDwCHwv4xAnTryv1ySY/+jCNiGQEHkT7oidhSfqI5M7HrtlacGDx76i70ORIX1O7TOyyirrejwuN+MVomBMePBu6/cec/9P5k4B80Yw4rJjakAxVsOsATKN/p2MUjioilavRvdkz+cCzgWjIKqYmGpKDxMsVQj+YIC8wCVS+4fVh95rS2L5+6058FnXvhHtHK8XQftvPO2m2322rv/wFKRY6aMBoxEWAqlJC4c9HVKgyumnpR3ZIcJdcTXhN1ljBWjGhthgplTvxi04eCtthzWslBiyH+VbiijWceKsTSuubJXLLDWqYRXCW7MMgSIHDHy92h9mu/DHesORw0IpL0kXkIvaHvwnluG7fKLz76cgREHKRaxTAoLdjkZ97No6umYn8e7KU8dKj6aPBTGpMWnWZh7+rGHDBmySd8VVpg8T9aT5y14+9W/bbjWljvtdKiagGphFvEZtPJnVq4Zd2XCm/HJS/sN2/rhZ19cIFdXYzzWUGBqHqZzqYiTFBPCTzXIF6WVe9hoSbyJpiuoqjCsBHnkwRhhXSDUrBrDNCITE0sxLLES1bo4QzE3qTgTScv5155/ZOOBg6+66RYWvAGJFsJhtJS9DBMbWVQmAHJvvfKXTX829GcDN9noZ1tvMnjIegMGNGZSl111ZS7mtQAqthfeLgwtY6LTc3C6Yt9ivWMsqVdSZcozIamSmcHIUriYLxeil8+x8hCCSiqO7IwtCDDhifsTiBAGDyc9WSYv6cZxBkMqB+KpVDlHjzHcy8XH7vrTXrts+95nE9rovaJRJWl/LULzfLyums6YxHeXT6fSsSDWmGygh3z1/nMH7rvjPQ89u9jzcl6TF8/6ckznwRE3nvGP4ugT+uqMNEZe3QXfIqMXTLK1tr0EkpRAYZ/DsJsaIXjATO/RwIkLDgGHgEPAIeAQcAg4BH46BJzx9tNh/f0lGTWVZuAbTVAKqpb8KGC9SL/FNREr4U7o1L239tyQLbEQrRU1uSRzSP4E3FIoty+9+OyzTz+9uK2IHSBdmezFIuucmHeZq3jtJU96dlCOsYJOlo+MKEwAHFG4FqBh8RgGj3Rs1Gst50KNRXdVKMgHkVJJOHbmzXj+6WfHvvg6pgOL5+684fp7brlpow3XRgKZMdo6RT4hOfywGHBjoSbja2LDCiik6yZxj7Xljb8QbR1q1RXe2EyaJYkQTOpktiD6NGo1Wnsp7pe1zQZRzLljkmc+hTNGgaVjfjqtnUEwKYSavIdKw5KK4/eTGYerJ/b6y68++/yzC9ra7JxK6sWcRzFgXZzmXaLBc1vCMmH5GHf4xXBsshGHjB+gSRT79MimmAOYb7nowiuMXVfIaK5hole/VakWRi8f+KaYSciWG6DusX5KG57kJn498aln3/xm6lzEk7upUjQLt0oZysAcxjTHoCnmaGguZJ9g4jFXtRwPmJ6K54oaECcvoIqxG8PQV4CYvAHuRr/oy/4hGciZ/pnNZlKU3L1nN4uRiLFNZa2SzAo9ekW5Ocv6PWy+Lkf+ZtQB+x/WuaGJxrz0vNNOPvsi46OiN9ERsJbz6g+SHCsrUc61Az7mt1y6/NmgkQKMxoAZvmrhoD2d9Ysl2ovORZsyM1a76WD7VZATeINSIq3MxSJb0tDZ2EIGeSty6yIxtcpo6m9QgFnx1Vde+uvTf6/E5XWTp4wdW+DLNi0lmiaBOUrGfKEjkUyb5jSyxoMvJ3z216dfmzpjLqCApnIU2rx8K32LblaWDy/NWkhZnfCkRPUgfMspjVnQx2GqhiCJG1NPoggy2OoCNC44BBwCDgGHgEPAIeAQ+GkRkMbrwr8TAaMcGgFoC/6kZSvgbTIaI/ZJDJcKvqBYAuV2wtuPH7bfsIfuHX3OeRcMHrzR4MGbPv7E0+jmfzjrsnvvfSNRabv4/NMuufq+AnPHWhbddc3vt9hgs8022uLYE86ZtxjFt7Rw0aydd99t9H1j3n/39f69O9981+0opI8/+sAvhu3Uq2vfTTfa6tgzbp7fSuEo7e1ff/T2kQfss86AtYftsdf5V988b3Ew/YtPt9t4YLJc+Ojdd3954LEfTZ45bfo3n3/y99YZ46+9/MJ99v/1Ox99w4Q1LJGLz7l0xPCDvv5qvBfLPfToHdtut/nyfVfb7xfHvPveBPRhHEVSx+OVOC41mZbUDEW5kQl6eFawGJnAOGfGtKOPOOCMS8Ys1qzOwrtvvrjjHvs98tSLXq7lzOOOHnnaqQ89+sTQLbYZtOHmR/161OIWLz9/xrH7DTvmrAs6MAmKi732lnOOG3nUXkeed9z5d97zFBM+L7jw7Iuu/TNWRaF95p3XXLjlpuv9bNB6vznt+mlzKdxfPHfGPnvvcd/oP7/5zFMr9Ox73e2PydsjUwZLDjnx4GEYtt3/xz9++v7n2EqaaJes5II2s2FKqdDWeum5F2247oYDN9jiuFMuwssH2o8/cc+2B57e5nvXXnPTWade6edaY37hmYfv33P77fs099xnzwP+/o/xGFEvPv3Xg4cPv/muv7ZitCyYcsKvjzzqN2fOWQhClecfe2Cv4Yfc++BfvWTHtxPfOeygvdZdc5Wtt9zm8t9ev6jFuLTyC0475tBTTznxw4/H7bb70bvsPMKLN+CSjFdyzIl8992xRx954A67HjJxUk7LJ+lWTH5MZFva4qWEN2CLPc6/atSt99wwe/HMKy46hs53y5WXjP9qmuydtrbbrvn95puut/6GWx51zBmtbCqZ99oWzjt8xD7XXv/7+x4ds+nWQzYavMm999w34dNPt9poo603GzLi0NMnz8b6WeR5i76a8MlB++y/2bqbbf6zYVddOXohphO2caJ8+tG/ueDEU59+6sGNN91gi802PeZXx37b5rVXvOKCuVefe/rWm2y8wQab77bPiGeff9GPF669+Owb73ymmPHOOHPUFb+/af7MaYfstctdo0e/8/G47suvedOtY/y2+dddcu7wPQ9IpLsM3Wbnq6//U8lrefLR+/ceMZI+cPOtt51y2o2V/KyE1/bq2Of22nOvQRtuMmTo7rfcO5YnIVZpfff1R4YfsPuYB+6+8PzTNh20wUYDNnr+8ZewVjH5sE5Znij7Td2SP/NI6vF0wSHgEHAIOAQcAg4Bh8C/FYH5JsyLwty5c+fMmTN79uxZs2bNnDlzxowZ06ZNmzJlyrfffjtp0qSvv/4abw9uGLa30x/j7brWn3aWs7cmriMIpgbBSbe8PWx0MOzuys73lA++c8o8UVeDspushoNyKaaa/H/lwkDAB8CyrwKfFk/my5UxDQjl3Ct/uRr3xFrbHjghCMaOOb8LHQZtMs7sP2vqJb/45NN1e8W7omli78XTg36+58JcsOFaa7HmKSu/AqvdmpJdes2YP+OzCZ8YR4PdX94beeGZZ14yilw4ZEbsu58WrcUGbbj1wUHQMfHDsayO0s4Z4sm+ft222HbnJ0df3VmFd/K8/l6q93Pvjz9n3637eN4Hf3/q+FOO9bwep51+RVDJzZk6gZKbm/vOm/3tpZecIgsogSRNDV43z+v7xj++paZUuVyim+TyQXuRfVdo+WJxxoS3tTIvteqsBcHkCV9QzMo7nKpuU5ry1KPXIcPF19wdFGat3R0i5uB1Yv5jCpeM33m9AT9bPPWLtXqQt9+rH4wLSgs+ffHxjNfYr2nFlbPp7rKEk0yfG7T9rhS5wVorNGuVmXFaeivGM8svWjjnywnvUzE2ogRq8Djl6c4mnwAAQABJREFU4hvnggJFF+YGhXHnjhgCGgbvbp2buwUd3z7x6J+9+AprbnVQMSi0LJzUs2sXuQWVFww7eYnOX07+5qAjMaWIwg+4vJddpX3RnMvPPR6bClaN2vil0fN6vvnehGfv/3PXmLf8OkOmB8E37zyAAF5yuadem8BmKoPX7O/Fuz/81OsT3n8R5PFMYvpSCkvXGntuOL09CFonrduHLWUIoNV3wPpDnhp9Pbj8/tbr3/12kjU3brrjKSqirkUX074lubEP34CHc81tjpzBHS2RX1ie+U4fCmjIvPjB50HLoq1WXwme2s2Ufz8bb1xp7oLKjK8+EQjqdupoaXmlqAJr1CSS56+w0bbHB8FXn376jLqnl8xqB0zVMdtp5cWVQnt+8drdluumbVVUAZxf5Nru8AtbgmD/nYbSMwasPmD3vQ7Bhqex3hv79Brd0mSm63mJTpvvss+XX3yEgF6caZDA23Pk+ZcPWrUfMc3p7AEHHipHre9dd9MNhx15EEIiuBfv7XXZsH3huNG3Xxm2i5qGSaQ9Rhx1XBDMfvyBa8iCOBbS5lgq4yXHTZnVgoeVfqlJqAqlkkHOXNd9mJeVeq0LDgGHgEPAIeAQcAg4BGoIPPDAA9wwUagW9X1XVYKvv/4aI2vy5MkYXFOnTp0+fTr2F1YYthgWGXYZ1ll9cGPJaHn/3hCtn6lKEU7HyseYfcYUvYBNIaTPM+kNn0A624CXauUBW0ye3lKcP2md3mwxEV+QK3467cvDD9gCj8EbH/39rWdu/+iNJz8c99U6mw9rzS3KV1pGDN++uGj2E397sZDo5pWbsLI2HnrAP76Yds7Jp6fz7dttP+St9169576b3n71Cc33Y9JYfvEVv78s52X3Peq0Yqk8cfzHMa/97Zee23DTIR+M/yTwOg3ceoeFuZlDBq6RSS7ERcFMuOEjjmT63H3XX+MtnvP+2696yfT2Iw7JlfMXnnNVMt1twsQ57YWFo2+91Is1XHzZlfiMfBxZ1Az1uZJhsqTMDJ8lSZqwhl7fxhlffLNmqZiFP6462SfJbIHFSrlyFgsr1umsy//EIQTjP3ynKVj01afvT1n47R6/3t8r9H3wTvxs+b/cd1suER915aVfL5x46AHbVPzgpfffe/e5Me88c9/HX81eZ8gOCzpaiuX24cM3LuenPPD4E0ImaAq85k233/fdz78+87RfY5PIBsDUKrMtR4xpfC+8/fHgVZtLLfNvu2dMe6LZizfrSDJv0eP33zlnQXHldbacs7C9kJ9/9H5bJkqLTj33mj/ces+zD9zIIWgXXn35wvavOgot5118faWx96cTFrTmSnfeeCM23nkXXb3DNtt1SnvTJo9rbfc+eu9NDApMkbfefz/X3jFlxqxEqmmzDQdfOupsEDr8hJMXVYI5M77q0znetnDOw09+wFzTNMv2vM7Zxl5j33j2+efvi2eKrNo656STB6+8nhf0vOPesYcctgs8mVKq9XH4cDk4IZfXaQ8pFvdp5SDLzWLZxr5NrK5jkm3xnTee+WDiNwO33fkbjMPilOHDh5WLxTsfeZIpiGbuYo+XXh5Xmjd3/f7LYVZtueeB7cGiJx67xws6PnzzNa+1bdTJ5wRe18OPO7u1tGjmjA9W61IIFk968NEni8Dl0/cyN9/8ULEcjL7rRpp40jcz2nLe22++Rbsf9psT733oz08988ShhxzYEcuMn73g2IOGNZa81995/bmnHoilk5o06ff72c/3fuujd0edemy/5VbafpstZs/99u67rrn6tyOZeLm41PO6W+9+7KHbqNx51/5+yoIPsoXKeaedW/B63Tjm2XyQe+PtR+LB3Idu/+PkCeMCjECvcfk1Bk2bP3vWvG9X6t3Q2SvOmjMPw1Sd0ExY5UJL/cx8zPpPJYd/kLrgEHAIOAQcAg4Bh4BD4CdCABXEhWUFATTscCtGdFQmuFVKbMTH/gkF7ZrPRgx5DJh8iRlh3j4HHta5O6dMJ3bfYRscE6z8YjOGBPo4a9mK+US8be7Uz/ArTVuU332fvfbcfdfH/vIoe+x99MH7Onct3dWLNd3/6JhVV1uuqSF1wbmjzjnvonfe/2j4HrsO3WpXnCqxRDxob33x2RfwgRx7Kop4bLVVV1g0e9rCubP6rbCKn2nmIGy2/cN1w6KloMysQCy+9CprrLFa3+4duWmtk7756+PPsgPI8MOOmDt/Lp6bYqt34kln/XLXHU466RjMkrEvvcQOHLiAyIZLLOUXF82b05qrBPF0R17L+jjMQMcZ6AhvNuqQk0fL5whsesmCvVSqyIkGDZ0POmIEcxdXWnOlX++/J1bWt7Pn7X7IUZ7X8uCfb/MWLH6Q2aTp7Ha77cI6vbSMRB2pxrzRhdO+Yv/LyXPb9j/4iD1+ufcTjz6I/J988UmePUBwXsa73HnvX9Zeu38nNp4sFqW2a7GfOSHbj6c7dXnyoTuQ5zfHjbrm+luQJ83Kt9zidzBavPTI83+basyy4f05px6JWTJh0hwmXmbKLVxr6xHPmz59KvzyhfgJp406aO89TzjxGFJeHvsimGy55caVjnnvv/Xmy299oaqWF7z5yuPvfPCPWYuLm22+ec/uqfde/zAb835zwlk0YKdezVf/7jwWgE2bM4fli5k4u9Ek//bMi1tsvl6fXl3K+XbWBRZY44izsbnXdsO2hR915FGX8cZXOZdJp1hvVgq0IaYxi9lcM1tkx/58POOnpk75miyTpkzbZ8TJI/bY+ZGHH4HBV99Ozuc7AGnVDbYcPHh1LxvfZsgg+G21/TCWNm44cADsmWBamN3y+ftfUO9jTjqDrf27dE9dddnpIDBzxmxWkLF2rsnruv1Ou4HGkM03UcuyuDDubbTJFjjiTj35hMZ482MP33vEkYdtOnSbCqeWV8q40ThoHvlLJQ4kx9rqe8/9t6+/zorNjYnHnvjrqWece8utd26+6SYXnPk7OlNbQevuWHxHU7PCEGOvZe7sOQvaYw199tz358Ugv/mgdUb8YjAr5BYtWsRJh/jx9j/kV02de3Tp1m2n7Tbl+dIeK8ZUo0SC6XbmaskPa8gJVhccAg4Bh4BDwCHgEHAI/IQIOOPtJwT7h4vSHnw2oA4ajbBc4fiuLF5WDjyLZXVCVUMyg17J7hQopo2dM5p8xllebM1XwaJpZPuGgjYKSSYClrt1TPryM8ywqV980a1n/0Sy+fgTjht1+okrdcs0pbTT4To77Jjt5IldftGv9t9v6613OPbXp3Tu1POU40ewxwZr7Fh1lmKzxiDTs3ezFv9wVlsWG6biJ5M5s8UH20+ixyfZCT7eIIOkWOnc2HDQiB1R08+5+IoHHnnJa+ix4YDVFrbON7krzY3ZeDI24vADjh553C9236mlg53vk9o5spx45M4r+/Xode0td7biAErB0qu05TjoDUHJ2zVR0fF21BlDDS2+3KHj4JgnWM4xC5Oj13RyQYmdMbwvp7StuNo26/ZrLbSNO+ms88fNKv9s6M59+nZhf5NKOc2+hORBG588bTKG3IzxE1PpBs7FO+b440897fjle3fVfvVBcuDQYT26aCcQXJ5YkFRNRgBuK6JilfZ8e+911zz26H2wo95+4UXPb8uyZaY2dcFL5/Xq3Vv7gpSDxmQak8NPphG8XFysWZMprfFrXdymZi7m0hkObSsfesTBJxx/6KEj9iyl4sOPPJzNPPbbdfurR7912qjzLxp50FtP3HfUr47wmjL7H7YfBkk83rNSaWpIN2taaSXXqRPNUSqz52K5WCjmUomG9TdcnjtcZ53ZJhSR6UWc69Y69/xzL+XORJhzKPAVZjjzjXPgvAzmqCFkM5KvP5swdT7lZNPlzJSvv8JKmvvNuN5NiWK803HHnXjE8Sd0SSczdC7P69Kji04Q91qCeCtr4xpwltJEBWz5dCHHiW9Z/KKx5kymM9Cw32dj504sZWQTFuZr0oagXEkBHysPO1h2pxi2Y3nwry88+NijhwzfNV5pveu227cYsvWVN99fSoG/SkxlmtT/oS56a26yJQ1E/oWLZq++9oBthu1+6mmXbD1k2CaD+mO8ZRsg5LDCNtapcbodtWhj8VrMW2n1VWnQDOfXBck+DU2aV8mZenKxJTp17aWzJpjDW1br5OjKBi74EJC5+smFTeLTBpMY3bhvh4BDwCHgEHAIOAQcAv/7CEiL+n/svQeAFTX3/z2337t9l14FkSYq9g5WFFBB6YhdEKkqKnbBgoqADVFpUqT3JoIIKFWaVKnS21K27969fd7PmcC4f1AeQX0efX8T10smk5ycfHNSzuQksdz/GAGWJAzHP4biJg8OObueXUVsuSng1iomoGhLTLWdTuawTF5ZOCESO7Q86FR+jo4kBofCx/TC3HzM+S676mZUmhYtmg8dOmTcxEmPPtGxQoXKDW+9ycFyltORy1ybVbqwH0vFxQsXMD3euufQoBGjmjVvBYUoJw1yt0CcT7P7p4ydrHNPVsResdIlyWnl9u7cJRN4PTcv6yCrLiyesdwi3KNfalqTpnfwO3zKjGMFkeYtWhb3aaVKFSMk3ucZPuiTiTNnv/j6G+efX7FFs6apqQ4KYKz5iA7ptmsTJo5mTrx7VyZrbHab2PNxJiEnn6xfPDcqq3HOuXPmY/Ln9jg0LuZGLQmyNrWEhT9/tn/Wd8s5GfLSS24AvbdffhwKnw+fgF1lx86dRMtw+iDIolvu8QzNllS51jWs57Ru3XzsV8MmjJvUrt1TFcqfX//WW+TwR+5r5oo8UujCFeWSgyVRuzg4k9KKh5f2t9/pxRmRLrmczJmbzyXanuKly3AY5sD+74Y4bsXhnjB1PouGPi5YQEGKw+RSO3L4ILyVK1cRmqnJ8aOH9R87fUrPd9+qeEGl+vfdrcUl1Ln5FnQdZ4CilritfpN7bruBmxF2/MImOOet9W4CqITkpIAW+nb2TFEnwtHX3uxFyWRF0cXda1yupuVxGCevYnrAHyT+G+/1nr9ytRbLH/5Z78XLNyAt6L6chRkyLFaJh2LjCOUeT+dgmIKVy9ZddXPDHJYzk4pfWrvSpZddBbdtWjQZM6TP+Kmz27brcHGNqk3uqm+TdVtuJ2CJEu0HoeT8/VC4MF/O9LCLluVE4Xf7XF5PrOD411PGILxayNHt1fdYOPah+9kRPXdAi3i89ghXI8hd5rLjrDCgPf/ccz8uWzJ89JhIqPDFV56F1ynTZ3DjAKIA2UOHj8IPC6f8BoPGkZwccZKZvi/9wMW1ageDue+/169xo+ZY3EaNM02pQ3bAHT98iE8JcWnJnI+5a/2SHRsOcIJn3uH8CdN/oBjUlCG3cgMBUKByewRNbrQTe1IRG6Mxyr2HkrXxXOTH1N+KhFleCwELAQsBCwELAQsBC4G/HQGZwFjuf4nASc0NHuR0fplby8yQA+rRF2RC7HZFuTubCWUswpXJHKePthQrjBjGeJHcWK7mDsawA3PGY9Tms0Xq3Vz3wfY9L7vp/mSnd+64oXVuue3ZF16qdlHt9l2f9vl8sXCItZo4Vqtkqs3KQ0yucIvEhnw5YvzYcfUa3M06noe1u7jkHv16ORyZ3Ts1e6pD21LFqqQftXkSqp5XuaoWynBox7evnZOSVGbT9oxQoazMFcbczLRrXXJJ8eLOsJYc1eIfbN0YVbP6eRUa3HZJpCCnRHKZl1/qWbnmFS+278K2TKbtdrQQFt70wgrVagV1beOqhSkOd/16D9u0ck5PQlyK5kswroQOpV956cWtG9z1+aBpnPwRCBVqCQmOcIitb60a1unSsUvlmtduytLtCVUvrVyzdExrdPddoBeKxWvxpW6pe4Vouq5objDfp0fvvbNhm47v3NDw8VKJ8VNHDbjpxhuef6V7zRqXP/1Ud5bwvCwtOsIBw1aTuTqqGeqIaMosAqJriOaGnSE4J9lT0iaO6uNi5TEEjiVj7mKPt+8QpxXOnzykZbOGLR5+9Kk3v/BrCe++9mwJTcvMzmCNtP/b7156yW2paSUb3nmTPye9RHLie2/1LHX++c+98NyPe/ZFnQkpxUpdXaUER79o3sTylarWqHKhtExnXPVrbipXMtnp8Pd8pxPKcpcn2nTt3PX6W+5ev/O4ZvM+3rw+V4GzHzDmcrD4KMaFLIUmePLRTpwlrr2sescHGybG8hrcfVcWl5yhoSA9kOXsEjnFX9u0dPZlFdLKlK14zc13ZYbidFf81DlTqfyr6zbwJtrHjB7b8LY7uj/zwkUXXvz0E4/HIoWyOCnaukssdzF3FCHS3Vw+zncDIc9SVjSUnNSj3zteW95L7R94oVP7W26qv2Z3YaGv/P2t2mgkC3PVXVIME1/21nF9trBUyFbOGeOHv/NOvzatHx05ce7X835A7ps2ujPOpeX7/TSBe+o36ND11TBWmJRP8mI/JLcdyqeDdZtXDx382cABH734+odBnYsuuPNA8xfmwOlHPV+9smYLe1z8090ecGjHGtxYrUe3Z6vVvHG3v1jVG+6+5Krr5BZ3W6Qw5Bd9nevF+TWMk6Gg/ige2eFnAc4MIVD9SWzLWQhYCFgIWAhYCFgIWAj8dxFgHmK5/y0CoqqdcChyXGRsODEZNBwaREFI1lRKpCRwR1XElsJxFEk+FquYLevxxUpyOIeDNZCYvctT3eM9Lswdd+5J57qvjZs2lCmW+OOiRR9/2p9Frikzvz7/4svCqBxaOC4WkCNQZLHO+fFnn0Oo75s97n/o8SuvvwFDsw1rVx/NyWt0X4uxowbAzajhw3Nycxo2aLx54ybMJ6vUqNm1UxtZi+I8jQJ/XFplpu1xnCyI88Y90v5Jv6YnpaXVufYSuSBb80yd9PUj97eJRPN79+6dcTz31fff7dSxlcx/uf2LI/idzouvrTt+0iCJq7Pk53a7klauXBLn1lJLlP18cHd2f+3Zu23+olWNG92JjZ0bpZZlSFZWdO3Rtu0HDRx69HgO636Lli1P5KptXiWn3FGvruYrfnezNsWlkKyZOZ/q/nKKzxYLB7fu2Mc6y5rVP5YvkbJ6+bIB7/Vz2T2zZ8256JLLAgHW0Pxeux+VFieLLeTFyguLgGg6rgTUk0Su27NxTmTcbU2b17vlStaBuIKPRbjS51Vdv2ZJWrL7m6/nTBw7IWTzzv3uh5uurU7+t9/Z7KabL8RU8tCuHZwTOX7i1DYtmuuRwtd6vpOfm9ut91ud27eW/MKOZ595FlTKVq1QtqzPW6ZyufM4PkN7qGVrblijFPVaNZs4fhjXZn/52Rc/rt9cvlr1zdu2lOI4UXcSh7twNim6p2wMjEXzY3bMGlNTUhCafu+9k8Rd6znZY0ZNhgpoYwCK1lcQlnvunFzXHvFzAZvD5W73ZJd1P2+7/prq8BJXsszKtT+fd165RQvmfdb/M4fdPmbiuCuvqEFJycFJXgKRq3iFC0T5j8nh+hFZyIpGI7kFMcddje+dNH4kHxe++Hz44h9Xn3/xFas2biqWnOTlbB237o8WcoE73yU8cXFQS/aEU+K1pUuXXl67xoSJkx5u88BPK3/q2O2ZRx95kCro8sJLAE9FbPt5kz8QYQUv1R1A86dyKlWp9krPF7Gb7dCxU7fnnr3s8ithb+a0yUhs/Tsa33JzZXZVHtn9M6Xp/f4Hb/XsFg0XfvzRRxl5Bc3adpj07UysWqVR6cFicWicKGRelzsVs9GEOK9c0i2qujiWvsFUp4zyYcVQ5Ixw68dCwELAQsBCwELAQsBC4H+CgI2bAshY9lYZDs8pjoMsTceripUrM60RUzCcfJRG3xBvVEy3CGBVSMIwG8vQtL6DV2yLu4bJD3Og4pFDHz5SngPBTzqhoOZIMkHiT92bfGLWdDLW/+//xbRMLmjGce2ZMUVkZsxtXCDCEe7cphDTfU435nPYdzFBdnO8vlwE7YpGdaeDO7WImGgcFVFo3K7tAb+ITbc52ADHrcihAt2dW5BfLC2F25HtHPxgk0wgzxkXoti4uNMNg8DE3LxgUmK8nN4fcGD7FpWJLeejyCQ9JyMrObGkZMRSE+QxZowGHXJIhtzo7QmGOY+P1TeHhy1EudQiqx9sG8JGTqqVk0kIDrDSw8XKBd7khFxW9lAfqHg96iQXZspqPUezBUI2v9+RmOCSO5sh6ORIwsKgLSknO6s0+6Z0N3duY6+o+Y9fVqny9nDizvRD7GqKBANxiV7OpnDaglsXzjuYeaDZI12zQ+W+WbHm+qvS2G7FEo3BCbagUDCs+9CKZAXSGwpEHMkeLONiWsBudwRiLg8IG9IY08MwHoJJKHC7dNShOeIxwMPEThacormi3tkTUSdssYgRwqPDHw1w8n6S20e5DWs8VJ18VErNxcGGgrdIN0Xg8vFoviueg0M5adOGjmdUOAdtUJh4+OEQF6APRmUHIB5ZcoIimTmcWTnZepLNyy7HqBNuHWjjLAu6ZW3WTrk0NrMR3RkMuzgCRM4nRR64uJyrqQ1SkrugL4fBaCzf2rElJExnn6OU4oTj2nC/y+f1B4KRgoKktJJUBzdG6NEgh/hjocqSmc8JVXoBrDYpDktYzqhUD0tV6uL3EGgfP5abUqwYyBnyEIkFg25UX+5+Z+uZqI4FxM+3x1P/cfQkFCAYxQg3jGmn08V92RTcpfHdwhaVS8opFayjbnoxiaSXYaef0+UNFoZ92DuyZh0O2t0eToihED69QLCyxYGNNCpWGtljqNsKswpYPtbjMVDVXHrAzV1yWL8CFlmjooOew5Zv87nltgexQWWHJVadUkrl2Egn7leYVLD1ayFgIWAhYCFgIWAhYCFgIjBx4sTmzZujNBkbPszgUz1mBO4JICYnKMgOERvzMTlj7xRXNPGJdZ6iQZb/f4EA80lDgz2RN49MiHUnx0jaXSHuikaRYgrO7J8dXEZch4PlC4+oz8xpcbxmixjP7BbzodkFZPrr5kQKZ3FPCil4F7bJLiz2i6FZSUw5HdDF1FYOwEiUGa0cUMg8GW1OXksIK0/JxdJkzhzlnjQmwOTmZHaLgw12ksk9YKyXYSKpsarHheKOgB5029H/JI7QZ1YsJp42LxP3cDjOLVNlDPyM++NkK9mJ17IlK5aYKjuO0GQoTUx36TaWemKpKakkEaWTFRIce61CemHIBRrOeHjwwo7cKq4Hnu/WadHmfcz9y9esdcUVaaBjbFlyQ82Iwu0LEZuL9UtZa4IkO+hk0UXeUthYAoonuXDqCFadcjFDlNZjfF/wUhBWX9B/pFjwrFMvaAUB7naL8sLmPWFX53DHO+3hQNDt8YjCSmQuZhBIqU0uGTPOTAE0hyPOmxDUQj6URg7U5OQO6FI5brHTBByUCvTaOEPLhTKEiCZaQ0RLTU322yNBLRjvEOVXkCJJOOJwoWSgktnCKPU6h4uweZEn+bbCWSE+tDu0KlF7UEb40CJnhqDzSFrR9wDBY5TdCLDpLh/n0MTcXnech/Aomm0oqNulUKLcIo2FnIeDX0poIAZhqVPIyQ44Q3F1FCtZjHsIgMmLBqZF3R6sHQU92RhITKePglFeljpZM5SeyI0IhN1ONK0T4oOIoTwLJgg7ehgyYQ9z/1rE5na45KQcj8/D1jgfGxSxLo4FPHa4Ai8fVYe4yiIqh+KwXkqgLRaXmowO6tc4VROGQNjmRPEWsQZGKklURKW5wQ91zSUBornJshspDL/ob5SBX8tZCFgIWAhYCFgIWAhYCPwPEJAp01k5Y+FGJjNMapn4MgdjHsbXd/mAL45P9DIVUhMcmaFxCTDzJpszwmkQMnPDoWSIRyZ7Mr9kbsjNU3AiFEQL+D/lpODMHw134h/8J6aSKkAmlkYcJqnigE9+TsQxpr0EcFaEhBtTUKdDLtQ6+aR85q9BzcgSQvGKGi954Lw+Re1XRmQ+jtGgImvWjvChpv7mK2I47XJ/uOw6wpkkTnioXObJTPuLOi7Z/jVA5tjKGWFGAi3B+GzBxwmEhbvWUC7D9tS+xu2HJT0BN5ewqeKwzKQl9xgxmdsMk5OTr7zySibf6pMG9xnIzFsu6Zby4ZjVyz9GoVSev2aopFiemfkbwXhJJlN5SXSyNL/KqdginkQjTib3aILy1pjvn8BT7hvAkfhEelFJvEXhPJmV+vdkbKFC5nJPunJSWFbquOfOKLa8kxcO1ELBVwJFo5ZAQzvmXyRDVCWl5QkDPJygZ/zjUGz8GqogIJpB9GS42/hQIOQMlsQiFXcirvxjaJEn+FHiQlJDz+df/gzEjPgn6hmsHNyZbTizgEYRKAwGoUUdujSPHIvC7wnd8ORr7EUNZzeJFcGZupCXRmM5wRtnjKoEEq5WG0+UQoLVO2U6K8/C5Ake5dFyFgIWAhYCFgIWAhYCFgL/UwTUXPEcWZD5lDl/K0LD0NDkA/XvOOZKhnJ3Qt9jBiirCyxM/E58K/j/LgKsGlN4LiuXu984u1/X+a1Xr55aXMagl8VlAonAOZzobETmMgMPa0Q6RqMhPMa5Gv93AbRKbiFgIWAhYCFgIWAhYCFgIfD/GwTOXl+SuTSql/o7DQelz50MVlocT6zG2U6qasZL8hX7JvkTYy4OLo+iR8qGJMtZCBRBICrHR7A+50QZw8MvDv0NlUxpbgSi4BGiYvLoPrmEpzxK/SPcchYCFgIWAhYCFgIWAhYCFgIWAv9qBM5p5e2EhnZirayIviYaHWoa/zDRPk0RQ0kThzkWv8ThnxOmdxIo5wrIkRvK8MyIaf1YCLDCBggoYKhqqG1qGS0cDqPO8YoQwnlLOCEqjpmEhEqjUxEsMC0ELAQsBCwELAQsBCwELAQsBP7VCJz9ytuJ4irtTOljahWOX3G6ca/tCf1NLayxX0k2xcnSmyhpJ91JH8FM0PnlfDdZZrGchUBRBFDVeCxq/cg6mxkBVY1XaHGE8Ks0N6XFEcIjrmhaM6HlsRCwELAQsBCwELAQsBCwELAQ+HchcM7Kmxg88mfcDIAWZihiamXNWFhTy27odnIKnxFTLCfFywqboabJj/HWhmbHAqBxZMEJChLPchYCIKD0MaWbKSUNXY5HZQzJL2trbHhTWKGnqZiE4whEi8OZFpUWpBYCFgIWAhYCFgIWAhYCFgIWAv9eBM7ebFKmxKh8aokMne0U9Y8D1P8fDYxDzplFo58Zat6vQBEJ5U0OmzTCOK1EJtticWk5C4FfEVBqGAqYOrOER3PZjRBjXe3ESYXEUdod+ptaajM9v5KzfBYCFgIWAhYCFgIWAhYCFgIWAv9aBE5Rvf5AOdSamqFznTgfUlbQoMOZkcavQeOESoYhpFwbwKXRcizJr+4EEQmQ1MbKneh3p6qCv6awfP+XETB1NrWGhlaGU6eYoLMpZFDYeKvUtlOwMuOcEm49WghYCFgIWAhYCFgIWAhYCFgI/IsQOHvljcKJ6kVC0caM00cMIoY+xuzZuAWKi5RVDC5ws9tc3Lqr2x0ujNvEQtKYbLNcIittJ/8gQbChv/2L0LNY/S8hoGwgyYylNn7VchweVLWi2pp6a4aYqcyQ/xK7VjYWAhYCFgIWAhYCFgIWAhYC/2cQUFt41OqCmn/i/5tKf07K2wleiqTliEjW1lDYmFsbdpNe46VDj0Zj/M9sWw9GghQiwv8ny4IhJbH4U4qckcIym/ybKtoiayFgIWAhYCFgIWAhYCFgIWAhYCHw1yOAORj6G2qbae31960cnPWeNzSvovaPRukxmPw11I5OhhZn19ya5tIicU6bHovY9bDdFpK1NRKjq4mOFuE0E0kuP/J88toAQ4mTF5azELAQsBCwELAQsBCwELAQsBCwELAQ+EcjoLbzwCLKGyocpojqFD3TCuwv5P6slbcieaNxnVS0DH3O5uBsQNHB9FgoGnM7nJo9GvAEjnMXl8uhJ3lZfNNiYvWmND2UNiiQBv3NuBxObng7TTEskp/ltRCwELAQsBCwELAQsBCwELAQsBCwEPinIYDChubG+pvb7Ta3+fwdTJ618naKdoXmJStmuhZlv5pNi0TDTrvN6ZQwrCRZeSsVO8KLcDTiCGUu/CbdF85yRFl+i8ZsfiEV8zg40kQL4o3YHFHR304qhH9HcS2aFgIWAhYCFgIWAhYCFgIWAhYCFgIWAn8dAmqFjV80tzp16pib3/4xK2+G1vX/lJcQFDLsJJ0um8aVypFwIOzxxj315N08sL6GcoYVZaqmeUnGs9z/Jjcv23TjtmVd/JrdBQW1MiePlrMQsBCwELAQsBCwELAQsBCwELAQsBD4NyBgWktyKTFa3N/E8lmvvBXhQ9k9EiBrZdGY5pB/Y8FQocft8Ho9fuNFCV0L65rfLvdwi+amc+Skk5RRsZUUTY2VN3XlAAocypv9bzubhbwsZyFgIWAhYCFgIWAhYCFgIWAhYCFgIfAXIsBSGyeUKGtJ/Epzw4ry7zi25JyVN/SvE0750NwMlSzqcXs0LRwJh+wupyzIRWJuTi+R9baYpke1cJTlOeNsEpsobycOLREtjgU5WZMz3p2kbf1rIWAhYCFgIWAhYCFgIWAhYCFgIWAh8M9FQOkvqG14lF+dXPJ3cHz2ypvYTOLE3PGE13g+ae5omEFqHqfr5FKbSzQ3Y+GQ6wQ4g1JF4O0Jj0kFnc9yFgIWAhYCFgIWAhYCFgIWAhYCFgIWAv86BJTapn7/jjU3BYhoVpazELAQsBCwELAQsBCwELAQsBCwELAQsBD4hyNgKW//8Aqy2LMQsBCwELAQsBCwELAQsBCwELAQsBAQBCzlzZIDCwELAQsBCwELAQsBCwELAQsBCwELgX8BApby9i+oJItFCwELAQsBCwELAQsBCwELAQsBCwELAUt5s2TAQsBCwELAQsBCwELAQsBCwELAQsBC4F+AgKW8/QsqyWLRQsBCwELAQsBCwELAQsBCwELAQsBCwFLeLBmwELAQsBCwELAQsBCwELAQsBCwELAQ+BcgYClv//RK4r4/3ClcmiHcAFj0VTQaLfr4X/PDTyQSUVz9l3lQmfKrPL9Z5DO8+s34VuB/ROCUWqb2SXKKNP5HIkQw6Zh1dAoRFU7gKeF/hPgZ4ihqim0VjYzMLFQ4vBGIOwOdv/CVmZEUtUi7NsNNT1G2/yADZtpT4psZmR4V03wkvplWeU55JMKZ+THjQ7Mo2aKUFVfExJ0Sh0cCVQTr9x+IwOlN+NyYLFrLp/h5NN25ES+aClI8qtZdNPy/71eFMvNVjJmPZ/D81xqFYukUxk55PAOfZ/VKkTWbP72KmfvfkWNRmqdkbbJNuHJmyJ/0qNJBU9ExC6tCzLdmmzrn7BTB05kvmrXpJxfTb2atPISbTJ6BGZU8HA4XJWWOC7xVERQF039KXmZaIvDKjHaGfP8vv7KUt3907SvxVZf9wagp64SoFsUNgErQVTEcDrksnTZjNpu/u3jkjoMfp9Op+FQ8nG2+MFy0j1Bkz0CECKFQiFQqU35xKhW/pyTk1Skh1uOfREDVMgKpao3ah+A53Ed5urSoylJ9t1mVUMYVlZA/yT/UoKAIkgseflUgHhxv4U2k6r8iPEXlX4pahL3TS6rQPj38DCG/VwqVkUqoSk1MPEXDzbSm55SM/iA/JIcsxGm5UABzQvilrnGE8IhTcUyWeCTwlBytx38OAkVFhco1a/NsOaSWVXJ+VY3jgQj+oo4QFX5W9FVLhzfV0klL61aBZ0Xnr40MPxQNmqb8/x59xSq9hOooiraR30vym+EqufkKJM8MJuyRtcmkiqweTSJ/0hMMBlXpFFmTuJpRGAyekIe/tr6UMMA8ZBX+SpLJkRAcHpgx+fmTxVTJVRaKPiE8kjWVonLhl1f8IpwK6rPNlFS/OS9SdMjLJEvWKtNTREIVXJWdVMQhJoFU0xmYUaTUaG4SpAaho0ipCIoCfgLxKzRULvzCnorGrxp8VXwVWfmtXxMBS3kzofgnehBinMmZOd5IgzipohBBtRnVARGZRzWdMuOYFP5yj8HgCQ5p4ap3wHO2GcGw2ZLNtGfgn3xdLpdZTFV2EytBx3AmKcvz1yIAuhBUgqco02WfcxaKmkquKhHKpmgVfXvOWfxmQiU/vCIvJX5q/EC0COQ7Ilmbzeo3KfxVgXCiwCRHs/koKNSvyujvgILsIEvxyQgPTuVIwU1OyF1Fw3NW/ECNJPyapEgOvGYuvFV1raKp+MRBnHAqLxVIBMv9AxGgjpRs4MFRm7hz41Ml51clN0UOD9JoioHp+eO5KJowhpzjEC3SnjOffzzfM8eEExVBef5juShF0S7rP8Y/PXeSm5mab89AB+TVcgqRgQsG/vL+kN5AsWRWN/zgV+yRo8mw6TE5/zMeEwrIKlSVVJg54vkz9M+QlhyVSPNLLuSuxhqVtSq+icAZ6Jz+Cgq/Ny+CIPniVCpywRWloB5JDhHlSIIjDqkILxr5FL8pJISrClUJoUOImZFkaWSq3gr1IoYVqj0iYKoiSGh6TsnOegQBS3n7h4pBUZmGRSXxUmFG20O+laDzlYWYqgyqneA/3aMi/N2/qsHza3YQZ5ujWUyT1O9RoNRmMUllDsNmQvXWJPh7dKzwc0PABN+sa9NzVgSpRxxJTIKnVBnhhKjAc8viN/kpShC/yh1OlCARQhNjTCWcEBX5N+n8VYFkoXIhR7OYKsR4I6OsYtJ8/KuyVmQVNfzmIwWHEzM7/OqVGXLK42/yI+QMV5QUAWZxlJ+3phioARvwcUTjUcX5TfpW4D8KAWTj3Pihlk9PiwSaooJH+aFvev54XiQ5nf4fT/43xUTsFWVVojOUSzUf1TuZkc+5RGZCSCn3ewUkX4/Hw1szye/FPOdwBQLNnyxOsnOiDySQfphwnOofzjmX30x4ClngNXMxq4Y4cPWbyc8tkBJBkM5NdbAqIxQeVVJFk0DekvXZZgH/JrckVwIDEVUK85WKxiPhcEJ2+M2yKw8hJghQwG9GOJ0rpdoVJWKmVYFmWfDgFGP88hZnRoYygeYjr07PywpRCFjK2z9UEhBfU3CVuNNylAeOeYsfj9vtNqMpiVfR+KUv+C+UTbGhMoITxcwZGvnvsaToqOQqDiFnoKNiEodiqoLjwRWlX5Ra0XDL/5cgANqmsEHQlMmzIk4qnFmbRWsc+koqiABN/OrxrOj/XmRTNlQRFGWVkeJBjSv4YcOM/HvU/nw4WeDMAkpRi9guqkdyUdH4/fM5KgqqdCprE3xl1qgiqLwUSmamZ8WPmdasR+gosip3lS+/KlDpbGYW6tHM2vL8oxBQdUfFqbpTv9Td2TJJLau0JCQ5gqEoKzHglRIeFW7GPKtclH6oyJKd8pwVhb88siodnPwRxBTD/FJ8cIAZhclZcaUyKgogIWeAQmVEHJWEmHSMf4TbP8iVIgVZPFAmFX7lVAFVP0zuFJbwP0j2j0RThVIYIhuU1CyjEjPFzF9YWAhCzaw1VUyTvmoCPBKuAotW0x8pEXFUEpJTBJURHhwhZumKfg4rCqlZsyq5eqVgV/4z80MuRCA+HhVflUJlrdKqCPwSQb1V4QoZfs0VPPVWicQfLPv/tWiW8vYPrXHVmyDiOCXxtArVDGgbqkUp+SaCGpYoiXql4v935N5se2St2IMf2DtbWE06JISOInUGOio+v6qYCiWz9znb3K34Z4sAgIM2FUQV8Evtq4o7WzpF41PpiqAKNGuWR7O6i8b/k36KAAVyJCPoqyLQlIryAEu8VTH/ZHZnTi4Sf9IRE35wKgkeWFIvz0zkP76FyClxioJMLuotn4TwUGoVHwaKJjxbfooyT1qcykWJkMmPUtJMQVIxVb4q0Ixpef45CKjKVXVqColZxWfFJ7WsBjKSI5ZKGhUpUxTN8LOiTGQosDgANciSCyHnxuTZ5nuG+JQXHnCwxO+ZhRxsKbuJcFH/GbI4/RUZmYFQwykGzMBTPGREiEpFZFUpeE6Jds6PijK/KiOFCbmojCBLxZ0ZmT+ZNfShQOejIDWzVmU02TjnXE5JiOxRWJWpykshYH4vM6E4N5AVNZMIGSm/WRAei2qJCnbV7kxWCcQRUyFfNK0Z5xQP3JKEQOUhrcqaR/yKAn4IKmfSJAkxcYqgWsHjLSHEVwShoN5av0UROOtJdtHElv/vQ0D1Jgix2YTIS0k8IaqFEIKI02bUvIdHJe4Eqr6AdvL3cXgKZbJWbUwNjae8/Y+PJDebK3RwKuT3EhLZLB0ekMHhMYmYCRUm5qPl+UsQoIKgY3b66pEqOFvi1I6qIH4VESggvWp7tBlytmT/SHzFbWFhoYqs8lIjkBIkwhEnfv9WNlTuZEQusMSvAoQQXNFBXcUUvM518lS0IBChmIoU4eSl6BOoPIoZwomjxnKq+2z5UfWooIYOThHEo5gpKChQb8mUQDLiFz9sKE5UoGLJ+v0HImCKhPpqTq2pGjxbVs2BzBRF6EANOVGiaBI0I5ghf9BjNnYoF20LfzD5XxgNBpTYU0A1Ypqt4DdzMSElGk3mN+P8kUDoqAZIZBDAqZAzpKVaSQKTRCYa1X1mVs9A6vRXJjO8wg9lclESRY5mCJ7T0/6ZEEXwFLJkrWRYdXeKvir1n8mraFqlnJj5qi6OTNX3MiUJ1IhCW70tmvw/+qFspsIDnjg8Kkcoq+LwiOOVgpoJJK8grsLxk4SYRCCEcPx4TMqns0EEBZ0ZnxAzPgRVOMDiIAsFs9/gkcgmTTVkEM1kSXnMCJZHISCbCiz3D0QAeVXSf/To0YyMDNVjEkI4LY1BqGLFirSN7OzsatWqmcqb8qSnpxO/UqVKqpH8raVTbdLMiE7n0KFDsFG+fPmzyrdo6yUhdChabm7u+eef/5t0yFFlzVvVtuk7tm3bVr16dUJO6Q5+k4IV+CcRAPZ9+/Yx6pQtW1YJgBLasyJr1rvpoR6pd2q/QoUKbLcwRYvqpkM/K+JniAw1KCNmx48fT05OTkpKUhkpNvjlMT8/f/v27eXKlStVqtQZSP0lr1TRKDXNx+/304JwsFGyZEnYK2odbQL1J/MFAeqLJlOlShU1pVAEjx07RgdSpkyZtLQ0tVihcszKyjpw4EDp0qXPip+dO3ciHikpKRBR4lGUf0q6Z8+eWrVqURGqvIoHeFu+fDn+6667zhSAP1leK/nfgQCiQoOljVBNqqb4LVrFfzBT1R6Ztx0+fBhJQ1TU7I1fRLF48eLQQUiMTE5k9Acpq2iwBHH6KwYIJA36Z5X8L48MAxSDUh85cgTiNHO4OkMuROYtIz7Rdu/ezeCekJCgGtQZUp3+6pSq+Y/jLFmohgmrUMvMzFy7dm1qaurll19+OvFzCFHlMqsD9pi6bNq0ad26dQRWrVqVjCipoqwin0MupydR4CuCdLlr1qxhokVGderUKVGiBP0euSuZPAWx00mdQwiQ0mq2bt1KhdauXdvsfgkn3x07dlAvF1544TmUV5VLsaRQVfMifmlKSpvCw6PP56PZ7t+/H5DVtkZSqUZHFcBDzZo1eVT1DghnxoE5Ki2X2VpcXBy5EJkibNmyBQ9s4MiCAYWGDE0yYmAlAqMJgTyaxGmhjP7MHtWQoVji13K/gQCtEQf0yjGVYfBGjulT6Jepj4MHD1LBe/fupcvYtWuXqgnr969DIKTHojofK/ljNiUTKnFRPaTr/piePWRwbzp1r6b5bPKraUmaLUlzJ7/wzlvjv3y/ZJx2IPNQAQlIKGfjQa1gaN9e5yXGQ4LpWUwPRvRwTjgUNF7qbAuP6mH+dD2g6yQslHhhvrTIxzWhwyP8SGAsGhA/8UL8F47o0YVzFnZ78hkCY3oopkcJiUJAD8cMsjzwsey6a2q9/GLnE0U5WS4aKiEQlf9IFjY8ejQWMViBuZgegSdIhIPCTzg05IuBpYuXwAsLkA/EQmFdiMgfz5IjfIJSmDKHI349f19ljzZl5b5cSiFlg0E40/N0XcrO//yFpDBB1jMEAP5CkFE+oSe0w5FoAVBIPMmJegjoQeEgHCsM64GwnkfZiRjKlwR4FS8Gb+AaJNG3363o0vlVg1ahkBSew8GolI/KkIzMXHkL/fzDbepdv2rbL4clbjgSLoxRXCN/OlmjmORkOCPHE1lSPpLHQIC641+Kl6cHswQTwDQKEyVLwyM86349miellWoyiguAoXCUihUufhVCvx4z0IoGiQ2wZAHwxIqE9Ki/Z9/XB48fFKKkEf2+O1pcVeM6QTnCec9UkAAiMY3sojqTML/UvIgB1RoQtqiUKDDyLBUSEUgDBUSTvPjJ0oMrpgzr6Sh2TToxhU0KIPUOcWjzE40EkKAIwklxYvm5sRA1Tn0J0jG8OaCN1Bi5ko+RUhgQD+JEzGwjRx32MvY2ueiiTj2+2G9QkLyETjQ/htRkffl2J+aMN977JPVCbUsGYZoLjQIcwKswpPuDwr9IFC/hCsmR4lMUWlZEsSTiI7xBm3T6UTg8vnf37TfcfCSvALKUC8kwWkRg/6YfZJ7CPM1BW2c258B/531Njuh6hjRVGKTy8uRPGgYsUTVS3XgpFxHIIMQ/hJCrUdd6tDASyQd6ggs5RxrWDF716LH0rQs07xW7syRtBFFHQiLp80a8nkxvk1rjaFRKTaFgWI8c+uSlB/ke0/aDIQcNNKREMI+8UzrJClwKo3pBNOan9QoAkbxIwTFfctXvF62Xeg/Tjox+hC5JyErqXVsWu5za3uwMaaTkI0SP6eHcp1s8nqj5PAlp+3Jz4I34FAVhkEJB2Cg6soLwwLIhiYFCPUhMKTF01J8IDyXKDur5QSU7JETcIyLeuSFaD2sK1JIwI/WHIzF9kkFHBUjeNEfJxmgWUJYKkyTgKSIYQxrBISJ9SQj0oSoFgblCOlVYoS+RbkoaK+SRS6Ms1BCySD2KcPCOdEiUtFOJd/KP/jFK/xYEXlUu5DtPGJfmIrRDtL2o1B2pDMYIzJcqUO29gFxiUZKHCmGDqAwp5Ea/QP4iNmQrQkl5ggHplkLSv1HSsIi2wQZZKUCEAu8jwYULf+jy9PM0ALAZ1bdvhcSUYPBkHUFDcoggBsIQKWn30uEZ7EZj9GtQMdCUiMKMDEdwS1Ue0/272956td2WqtnKaDaP5rAnIYqaNnDo+NyQJARgI5F0I5Fw0K/nFAqjOgxIXrBKeQxyPEFfWhbVIt383u07v9fcJQ9lnEBZoSWxC6lJcCygLQekOXNyvSH1MEU64kFIutn8qJ7zTq/+w4aNhWcTN3q1E9EodEQwzBOxE3CJBYgGLaNzU9UqDU2EJ8bwG1s78bNXfIk3ZpOrcCwizZ9RLwwZVBFNx4AdBsK0koxgwdFEV9qqxdvJFMkwxFJGCYpIjeCOHzhQ95q66dnSDTDoSFXKICKvRASJJM1GGBAOI+GBH/UpnppgDK/wijBIe5buyKgx5u6kk6pmZCk8UjUtSXOWK3tpfSlEEOmlL8oX4iJOFIBBiJ48Ss9IoNGnGRWCvFFBEBTsRThhCEEngbAnvOdF9ON65Fjo8J6SyaXcWnKiI6GMN4l5fQm7d+GyzUZHJLnIYCJlQYLo02QCwy9/dDBSHEooXCAB0sr9MhzDCtBRD9H8qAz/hgCq8Z9O6eik4Z9oDp/mTatxYVUPaoVdGzjiK8jSDN55760Jo4fJAC0b4qRmCyO8AU8jS4EA4vQwxhDJE2AbjcWQIljhbb4e9N9Xr/XujccEImEQIGh0BdG8w5ckaIwvE+dsZ0iQupPBcW8sY5vM8dxV9mZEyUxokB2dN0AZRSGuISQi2/JKRE0KrfoHnmPS9KRDEGhjeqE/PzlZSsafz+FxavLn1uxxTm3tqhmau9iCtduMipDJm1Gw9C2bv9ccnkNHIQ1EIjyKlMAL79JipbsKqdZFtxDIqVu9dJymfTz8GxmnhKHooR3Labya26E57ZqTDBnQtLtbNMqhFHr0wQaXxmvaA93epewCZDif2tcDe68uX9WtuWYsW39MAR2THox84VBgMCoZT34AGGErwlwCdozuR7oa+UMEcAKAJOEPGI0aUk/kblChALQ2IvFHuZTHeKl+Tgso8u4v9RpNTCju2rVr9+7dqK8oXHwn5ZsC+hdaGLoYGhl6GdpZUSefcyz3D0SAuqQjoTU/3vbJwsLjhZHcjRtXUFtT580riOUczs9+86VXPQ67y6YluqVl6iw7O7SI5gpFHS0ffnTxsqVaNGSLEkwiu9fpglyUODYtEtMcNl7GXJru1sIeLarFeObbh4OoEZs9RlQ9qMUK8RJf/mJQ4WU4vyB33rxvIRiL2onjoM+J8q3IaeOlTchgKV2lQsVKZcuRSOdTnZFc8uWFFrbTB5EV6Z02PEwqGZ41PUyrJo6OkirxHZruiNldKcVLJKUVMwio+nHCOGltumZkx3WQhn2XTO0DTujYXQmJdpfXKaFSaDY2CP+UJsC1UhCKRjSnK6RrbH3AT3uVzHiNdQY/kiiq6RGHXay97WGhESUnh1PjIZTvsLlDMp8GSSHtpK8Kw3+MaPJNEp8QkUyzjhxd/P3CgvyITabgAU0L6hTJ7kA34asTfY58RYUfspZ01INtzdr1ebkBgiHqcGJvAB1iaHaHk9i6FJgawVomLH0wOenGj6BjC4dC8q/TjvbEMb3CFZTtEoFPu/hlfsczEsVnMAAh9smPcATbbXAddLntZEg/SaYu4hEFQCkpxeeJOoqGNJ03vrUrNh7ed9yucVKOVrpYEn+RYFRzuF02lxbVSSYk9ADiYYcSYGu2mFQ56PIPTMWcICwMSoVQQ8gbw4m845kXTq/L476sdlWkz8ljzB61Sb0ziXVp9LbSqaJcg6dm88ZiTh9nIxtgAZlmc+u6i2rGF434BTQhCGpS6hjkbbSQYDLsisw5NK+ndKWKKSnJ8BwWvOABpTQYT6potE//4fmatuzbufnHhdswQDmJCFxw7YBtBqWocI5UYFNSYNdCAKzAB0gEGTISP+onWKQVHrSkaIwmE/1xxRK7nXmpOKTCjvhEAm63k1J8v3hFYaQwNy8vPz/7y8FffDtr1vo122CAzPkVB9RkDcMqBz1mC9OWBe4IoHM4XBTZM14Sx8Z2Dh8VA2X4tEWpGgJjtIr4hGQQgUn+kA/5saEwunkszMn6eWOWER7TCvO1SGjgkK+46CcusTg8kJEWKaRkrA4a/OC12xAJ8rcx0oal6A6Xzenyxvm8XlpBVBP0bHBAs7MbILG44nbHMbJ73HyYMnoCOgREtdD/zXdzRo4Ym5WTUSwxyaHFHFHETyJoLtoCLTJi01DjkDaXsOKkMIiXLRIOU/F2W1B4o76kDnyaI54G5tBCEfAnkmxxRDY0nwtyMafNSSzewFosVCi5I+uBAPwg1CJRIrHM3ugugMmNhiNg0Zwkbxw9sIcJjvSvBMGIDQ1TbrEDf7cdSQ0J38aqhagQdDxIO392yUVzezXdHqQoNBJ55Y1pLqNaIRDWYn7pn+wgRH8boJ3GQgEydYM0EuPQiGl3OUUObVhGCTcGt2GnzRs1cDGaunQBjAs2h5wZaPcwHQzSvdH/UQ6yk8oMBpB2h4dujsLxAwZOzsISiYhFnGCHAkhahwwiIJ115Ni3s2bTJ4FPs/vvX7BoocSlGQiMiB3ZOiI2nxFAvcqnPum6YZGdm+BsiDEZgyy8UQimL0zgNDfCofNt/pob6h4LHcoPBQIF+TmZPz3ySOOnn3s2y8/Km4xcRjKRVocIahz9tEOPkVQJsWogxMIF/LmsHICWywVXzkRfCkUAOanrWJg4UpxYQPiGTRs9oIdujZjyTFWSiBhkJdjCr9Desm599tHjzJSJ4Q9TewgFlW6MFjYRTqSJbpOOMhpACBkmqSa0R4HPyM/gH8ETfiNaKIqGUrZCWaFNXraw9Cc6NSWDAhVNvyFFBiTs1mibVLXLGZ+SxLBAeqqGTj0GEyBHHyIMIiP+nzeulSUUERUwpuU4EX6kBfZoQdQaJaM8qP4Qada85fKly+FIl1gAAEAASURBVDxUXDjIoqmgjDQyQBMQlu5BrH4Icrn8Bw6kZ+au27Ft09pvyEmyFxE04KJZMBIhRRrMI5VaIEiJpe8XEGgaRoENbOm4GO2RWOkUYZiG4NCoIa8Wil162ZXhSGzN+nXZebmH8nIO7d93/Y033nHrbekH8u1Ugw0lTloKWQCMkVxIQFtGX55pblrIAIJWrvu0cAAJpgVQLim6MQsiJsURrKKFRw492aHryz175BRmbP55a3b20Wee7d65Q8esjCyvTdu49ud9e49odmkIrJKCh0dQNQRDCm00AH6lZuU5Fg7RKCAMCGQp8s+4qQdXrlx0LPNIKCpNyy6VCKtRDvG0e4mmfTnkC+GcToJmqDvmz1sAJZtpcUIdUXBApj4oBAkEZGPWIQWRzBSOZG30AQiNwQydil0Lh2Jenw8FIBLJC4UKmjdreVGNi4IFAUwecnMPGQva6NrUrzhqUJfqc1SsWGnV2o3FizM8UYsyXghx6RgQA+oUbsFfp08R0EM5R3dtWbMtPebwvP/ue+QtYNtEg8LzzeIf88PRjJzcgsLQl4MHzZo4Y93aTcCZWqIEhR415As/g4pUDh1P+Pj+/dsO7GDYSE1OMliioRoTOBgz+l0KbgQxbrshggwQQGpj5mE0ZGCUzsYh8ShJMOjUI3SRhiA6C0VSDEMtyZFCqHKL/9/o/t3c/xsRP41n5Ej6RkOC+VUtUhp5KBxx8vWRhsvsR/ZbSwflKV0aaU90ae5oIMHl0P3a1FEjKpbGbs3brusL2Uw4nJ6ftu2cMWe2ZgtoGXu6v/gKRDyupM6dXsiLan7aIbNx6LhQpfI+fvvF0UM+GzZkeHxcmseVMviLr7Lo/JBpR8HMCUMuvbiq0+Vo0uyBTVt/0bXIlMljH3241cFD++vVb7px8w5aW/a+TQ+16eh0JletXmva198wpWKc4ivPrAljX+zWzeVNPv/CKwaNnsIkOkBLDedvWzW/3l1NXS5vzdq1p8z+OuZEHaIPKFy9dn69e29z+ewXVKs5bcY3NHq6k0Kapten2fI0vXDR4iU33nT7lBkLQjFMpQ0I7XRq/t2b1je/6+6kuLg6t1y/9Iflgag36igUmc7LHPxuT7pab6L33Y8H8t1Hi+UP7f3qF18OHjJ6PHeWXH7xxd/Om79w6YrzUhOLJyW1f+rlLKChq4oWrFy+tNE99yS6vbVrXTNq6nch6ZrzhvTpMXDIiOHjvvHa4j3OxIFfTcyTMTB4YNPK5k0bu92uC2pV/3zoEOpv/PivnnrisV82bW7S/IG1Ww+tXDqr15vd165ZWalCuc8++Tg/J+/dd95OS0yId9rub9pk87aDefmRNs1aHT5e8NJzPV96YRB8MmmbPHlyYmqq3el5olP3g9moDRQpd/TAXsWS3G6Hs0XT9tu2ZYK26D6MlAyVhnI1ceqMK668OtEXd90Vted8+z3lQWwead1y6bIVXZ7pbnfE16p2wfQftvrVBA2lkcFZj2Ye3lv/9hs/+6RP2dJpycmOhx+4/3h6LiPPGy/1GPTRgAINXQg6gdWzv773ntbNmndeMnf9mIGTG91zf25Wviuct27FD0OGjbHZUj3O5JGDv8q0aSG6dFtw2oRhF118uc2Z3KTJgz9v/gUtP+awPdS61bIF85/p0pVJXs1qF65d+ROTRE0mK8ic0+52MQBSIMb2NT9+/UW/EWVTyia4E7v3GHCsEImlQNlLli1r2uy+eG98tepV3/3oywifEmOxA5s2tGzxgNsZV+nCy/t9PoIGwoyc8+RmjRsal8RYZmv3/FuHGYOMCYs9J+vtjl2SnPE+d8r3M2ZG4r1MupAZ/pdh3xFzMImN5G1YvHx3jm/Vz5nYbi4eN4oIMjTqhVqwYNzQYWWSS7ocvs8GDnr/o6/GjpvJMO5wFM6YMjopxefweh/v8uLRfBmq58+b+voL7dat/C4tGUXF9VSX57PyPVu3H7mr0Z18om3S9MGxExcZoxeTMybSjJ0BxiJPXDHq1Rvv9cQ7WtzdGBsXrxblW4GzoLDvSy+W5IuGM7Fxs67btufJ5FAP/zBn9i03XJVgszWue8PX3y+VbyUoz/nHe/d8Az043p7Upw/1KLLi1Pwr5s+4unYNn8Px3PPd16z/GSGmaFJjjHkyEfHo9jgZ1GLhb2ZNky9IkaDmiu1avvhIhkZDjtnSCKOesg7u7fBYW48jKc5X+sMBo/KCDOMy9dvx0/JHWrdxOb3XXX/j90t/5MOB5BzM08L+N3q+5nL5PE7P558OJTNmb7Gwz4sCw0yXKkO1QQs+eviGKy7am3lw+KRxT3d/FcgP7dzxdLt2Ka54r6tUnwGTc0Qcs9eu+ubtN95csXpTicq39Oj9JZoUw7jX7tf0TC2899tpA5NS49xJqY8/89axHBANLfluRuduz89ZujklITneF/d5//7btmy+pc6N3Ip0653NduxlvTqMEpB7OP2xFi2K+Xy1qlX/+tvvUd21wJEXuz6+ecvGDwd85owvEYw55s1bXLfujR67rVvXjqPHzXjuhTeMjxOBn1YuvuHay+NcjsZN7lu7ca+/EDRDj7Vp/v0PP3R46hlURuyj5rMICR7hUDjr6Fvv9EKhcvmKvdLjrcz8vG0791x7Q6Mjx2SSFmUO6j/Q/qH7ps+aixQxO3dL359h9xyfNn5y8eRUm9v2RJfOGYWh/JD28EOPz509F52E/DQt/+XnOk+Y8nVBRFu6dGWTe5u47J4LL6nd69NBUhYb+nbWjPHji8cnxnm8re9/dNNWlre1QO7R22++Ys3mTWgbTi3/cPqBG29qnZMtVb9++XcN7rglIcFboWqlTwZ/wfrFjMnTuj7c9vju/Q0aNVu5befanbvmfD9f0wo89vys/fs7tHk4wen1xKX1GzQhG9ajmasWTOn+/IsLFy0rVaYkrevJp3sUBjUPw1CQ2Syt3UEsPkKCjyYahhh3BWxOJsPUqIeZYrz31ZdfKMzLPZaXT1M/vPeXTo92iHOlJMeV7/cxLR0FwuOIBg//suGRti2BxeOOf6rzcxnUZ1Tz+bSF34y/7Ior+C75dKdu69dtjzGuyIwWLQ0Z5xtQeECf1yZ+NXjIF4McjoQ4Z9qQz8YKjoiMLX/V0tk33HCt3ZFwb6OHNq3fTS083q7t/CnTh/Uf0KLxfXPmzrm3VctCGbizs47tuvLGOxb/tJNPJ4yBfXv3ff+Nd9mJrhVk93z19QqlKyYkl2z7ZPd9xwKMXzlZ+Y8+cP+erasfe6hp0+at/U4fX7P4mkBJVi6dW/u6JhOnL6GypdOnVYBQLLx9/U8NGzV1xCdffsP13y9bEogF7G4+Z+Qc3r70sSc7O9xIUfG2HbszQd6yeWOTxvXz/Xmt29w/fuJ0PsLs2LD6sfYdXEnFnF5fx85P7SzQCg0t0h5FGYRdfceuXXNmztbCUWe+/7Vuzzs9Hmect/PzLxzNjcU8NGpmwvSb0V1bttzbrCWW3B2fbDdx4vyhQ4bOnjr923kLnHbvxlU/BvOye/XqlVa8tM+V/EyXVw4divAJ6eCBQ43vuvOnVUvOq1DC5bR16dp5284DXZ95KcEdd/Xl186ds06+p9h0l8enRT1ayDP/m4W70o//sHxFjYsr2fieY4t5SpecOG0ShuO9Xn3Bph9btmh882Zt+77/qdfhZRTu+fanhVEtGMt3aAVZ+w51av0IU4sal1SbMmc+CjSfnDq2vnfhitUdn32OXqZGterzF6wDWJvdw8piDDXZFs0rzKSdNrzzZr4soc9541O7d3vprjvq2YIZbdu0XDB1wfCBExs3eyir0D9i0KfTx4/4esYkt9uzfM2Puw8daNKkhS8u7YKaF878diFfVuiJ7V7/N5MGJ3p9Lltih6d6HDmeF/VnP9yifmbOwRdee77Lc28wMBnaCLqIqB5Bhzug2b+ZMSUznRckj9OCjh4vv0HBdT6d06LF+fu++VqJxGJ2h+/elm03/rKXXvbI3t11brx+6LChpUsW93l9jzzw1PHDrEHJEGYo6PTlMUNz1vgmywK1l3kU9LHOdLkwQmahiY7HYXy90vTQogVz27Ruabe7GzTquG1nHiMPliSfDhgkm8ELD44Z+HbJNGZSCfc1eXzr9nxaqzH/khmJyCeC6wjMmjn+vEsvnb1q88Ffdmxdvd8l4iv6P//GPEnE8tElOF0t7mjk0916zMnH7IDdxQSG6daqZWv5ni6fKFyu0V+NImEQk4WgfD5z0hUy1IRCeceybql774E9mdiQadG8h+9vN3b0XL4OgOKSRSsaNbwrEjx+YN+mh9u2scW5vakJ7Tp3OcaARyeTn/9ht2dLONwJ7mLtn3//sAxSorzJ0ggZMF4Z5ZDHf6MzrCYts0mjPv83P8b67ok1Wlk/VlwQYKzmygI+lpCYh+3bsSrBqU3btCfdWBzGTGnB6I9ZdmfmO3Lk8C8Gf8on8zc/nZQR04ePm3FR9Sp66Mgd1dMccWkTp377+WejNFtK/SZtxFpD8mIlmuX+vCdbNUi2a8lxSTOmznmtW3eWub/5eW+2rr/Z8xny6tz10dFjhlcqWQLdZ/2WLSPHjbvzltsS3YlPP9dj+449etae8+O0KudfPmrUlGZN7/PGeWZ8vxizhM4PNcXa4eYb60yf8U2nTl1YJeg3dBIL+WuWzMcc65Jrbxk5dkLjxrexovP5qMkUb8WyH2i5l9a54suJI5s1beSy2YeMms4XtlETJtS6uIYey1m8cLbN5e383Os5hgknH9wx3dH1o4f3rE5wuGtUvWjc5DG9+7zG7Bb609etIu11l9RI1bTRIz7r1beX5ol/4dUeesHBZ1s2wBig5IWXffPN5LrXXiSrL7aEyV8O/qTvB5ihfjRwuB7JWbdgGu35quvrThg9vtFdTTR7ysjRE/TCXc/fX0/TErTki+dO+/rVl3pqjoRV6zbGMn6pEKfdfPPN46bP6fxcd6bAA78aPGr08MY310u2JT370rvr92bPntzXY3QRNWpcyOfqJg0bJsXFjxw6cObILyqXLF6j9m079xW++ezTJd3uW+o/1nvoIl0/8smHrzOPf+PddwcPHUSPW+WquzKC+sfvPF3coQ0Z+P7YMRMrlrg0Ka5qVhAzGqQF+cEIJHfY5/2YefX75IP5Myfce8ftmif1eC42o/lVS5XUbPH1mrSa/c3UVk1u1VJq7coSczg6SLG0CAUObPkJEWL19ovP+48fPSg1wRvvKZl7LDygd5/Sbvsvht2pHsi+qXLlRx94uk/fcaVTqsY70j7//KtwTujl+x8swfddZ9r0WUt7PP9aoqbN2bQPW8mebzwV59I6dek8atSk80pUYO1yw47t+ZFY2TLn8eG78T33zpv7bat7702yO/P8TNp1LJZYfhCzBswm9c1zp/bFaModX2namKkDPxmoaSK62D5sXP2t5vQ83v6JhfOmdn/hGc2etvDHLYXp+89L8tS5peGoGfO7vvSa5vENGjUZ+ejXpwcf0nv1fmXwqGGaM+m82jcKWDk5V5c/r6zmHj5w+JQJ44vxsV3TXv9oFG1K2V6KLVAkRy/c3alVwzr1HwCot59+tYI3MSNAI6ThHOn14hNxmu2Tfp9OmjI+qViCZqv4Tt8hDCoD+77E58keb782YvQYAK941Z2Hg/qMyYMwDvG4tFEj+w///CPUlN6fzf1+6Y7O7R5mXHqkS89Zy34pENsNWAvEwkcPbZ3ntWujpszB9vdoZk764X2vP/uC1+3bdSQjLxxrcVu9kpjZjOL7wyRP4sXVajWg6jeunMc6Yc8XX/xuxrRmd93BAsP6nzfr/kO3XVQhXnOOHjb+k3f7MTB2eO09CvjdzEm0zQea3TfvmymPt7qd+tI8Vx3MMMxRDNtUCM4d93lJpzb0iy+dcSWzwBHnP9CtyQ09urTu3qHl458sOIBpVvrBFE2Lt/lGDB7/xuu98TZ5+Cna/qHtK2mDNS6oPHXajH793pLvnFq5Jcs26NGM6y4s4XRpI0aP6/veu3wcev619wsC+sHt+xKdvp3pmeCMkZjYrhxa07t7u2Lx8e3adhzw+aeZ2Rl8p0pwJo8bOvG17u9o9uKtH308FNo6Y+pH8hVKK1Gs0s0z5m8UGzBMY7CDjaX3f7s9q3U93n790xHjNVvxqjUvx+Zz1tSBmidFc5afNnZ492e6Ol30Fq533nh9yqTJzsTyN9zWiA628PD20gkJtS+oMWXUV21attIciTMWb9Jz915Y3CNjvMvz0IPtZk3/jn7gkUefmDNr4k03XoNkXl+nEV3xz6t+oKitHnxk8qhhFcuWc8SV3XsQKco+n6/Xdlf9pi3nfjezUeOGmqtENgJemHfVBWXZ3zJ0zMQx46fZ3HFX1rkxPTsvKbnyJ/3HGpCHf14xE8nZtf8IRcNESUYB//bBfTpQYR982H/AoE+xRyp/0XV0iQ/d3/q2G64zenU979AuvuvN+WHZjz/vYvLT+ckOC+dPe/qFpzV3yoIN2zB/7fdaZwT+/bffmztzZoWylTVXmcMZ4Z3rlsfZtCUbNmDChHnhrh0b3PG1jmXoW1atQUKeevKxud9+/exrz9G9LF23+quRY1vXuzdFS+z8/KsbDh8fNXrsRbWq6dFDOYc2euguvaVGfznm5Vd6aq7kZo89ruvps8YPgGcswUaMGEZfS8/53sdfiAGYYXVJYQNiOh8JBbGbyqKML7ZqcO3t9+8zbNNknPL//FyHFlpCKVronv3baUHJrsTRQya/3r0X3rse6EInF8vOqpDgvLHuZVO/m/jlJ5+g9/X6eFh+RJ83YzLV3KJFq++++/axlrfJ8q7r/P3Hle2lgMpf5zYNwTk1OWX6lG/efO4tn5awaOUmMF+9dB55Pdym1bjRkyqUuMCp+Xbt3v9uvz7VEsqUcycP+ujDdRvWak4+7mzSC3eunD+Bvqjj872Dep4/cLRkmUqTxszQ87PrVilL0+vz/kcDBo60eYp5kyvn5Ov7d+2T1T1j3ezTj7tOmjKw0kV35EX1eQsXoa+26/4RbUHM2BjmMP8LB7N3bWDqXe2Sy8bNnv1un5dlXd3m+fHHdeGs/VWLadfcXGfyzJmffD5I8yS+/WH/RctXPvFgK0p6f/unpi9YEso9XD7NfeW1102a9c2QIUPoc575bBxmz3Q3Qh8zyXDh+NEjr65VXc87VueC84p5PNOnzvjo0881u69BiydyDIiIRy2t+3FBvcsvSkQNfum9iXOXPfLwgzBCu7jn7vpHtv98ZbUqPPX5qP/Az4bSG3jjKudR0p07Wb9CF/7w47eHfPZ+HKq4PfnqunfNmjb5hquvj0+6eO8RzOuMrRl0ggH9yVZtrqxZm/Vp6g7BwF5ETMDD+oPN2t1W5yY9snXmlBc0rZQ3vvyU8VP7vtvH6S1+xz1NY3rW8WNbSsen1SxfdcxXg1o80IRhfeHCVbr/+CXF0ESSrmnYaO63M1o0uU/zlNufaWALZan+QDRnW8VSUor3+n64fu26QF427UjsI2O5n/Z5u0bpKimukr0/HFwQinZ6qDltAYvD2+vdvHrFEj5ZXVjzkpFfjWvRugna7cyFq5CZvu+/Aia9e709fPgEhoCLL7v84IENr3VvWyIxsUG9poO+mpUFcWBHqsMZeuDI+aWKffDuB5XOu+yD/uOMHkw/smltGadj3LhpWnypg7kYVev33XxdSY9zwvAR48dMTShes8aldfRI7p7NK22y4OkZOOCzqWPGF/eVctmSj+eFGaHCGHmSi2EQqDanSG2LrSbh4bYPtrv52npS/Vga6hnbN89jZKR/ff3112dNn1O8xGVXXXMPZd+2bY3NV/F4lj6k77OMF19+3m/8uGklil2YlHhRdkHAMOSks1aGiX49c1PlZO39IV8eiurlK17crfPLYMhS+r5fljEwDft26f4CPf1YfubhrNefeTnZlbL3SD58PvZIs+aNb+vStVudW+5WdR3OOVg5VRv98fvVy5VbunYHZZduD7wioUCuPyWx0peDx2BUn3/kZ9Zpk5MqYQtORbVp3f7BVg/lZ+4pV9Z9dZ2rJ86a/umAD9HKen0+Oieo31i10nnMSUZN/uTDkZr3/KuaPgVN+DZYN+Ra/aihR/L71YmA/Pr0N/rO2WxSdqDiTm55y8Ck0trz9jdW1O+RPiEm0qpUFGP/EF0bjZotE1g85+/ZtpzhZO6W/Yz+YiEdDi6cNISpEqMIVv26vv+pzg9efXuH4zF95LgFl19SK3xk/SUltbbP95Z+IaAvmreqb/+hQp32gJU/v+Fwh4ceSHI7s3Ow0g/oBfuuK671/HL4tsw8JhxvvdMHs29Jmb2lZpr91nseRambMH7exdUukeBY9IPuXavxnZY9AtI7ZHXp9PDFNzfC4vmxBx64tGplvxSAoXdf1wfu9SaVT8/Tq5x/ad1rb2UnmtCM7Oj60J1xyedn5emXVLz+9ivqQUa2KoSOdLi/qcNXJTeijx05pNGtFy1ZMIMh5/VefZia0cjZdiYDG1bdgW0fvdqWydCuXMjh8icNegdFYsXmJfOWzWHA2LFzu+QU8M+cNZUJjX5kzbOPN7On1TwIVLGje7YvYYyZMW+rYamvN7iz4YB339ULsq4tX+6a2xofwlJcmm6w/SPtS3ldeuba59re406qug3DddmBEC1frtJnH39wdNtSOvSv56xgIwlcfTpg4KzZi8B1+sSJtWvVgFsA/Hbi+0wghg0bQfH0gvAFqcWW//CDmMLHDowb3r9U1VvzASQ3v1rxtNVbjh6M6NlHN6DKjpn8dQ623HrWwfQtmjNh0U/bOzzQ9OqaZQpC7N7RD+7KfvzhrjnhKMO8dDDsugimd3m06Rt9+goUwYyD2zfZ4sodPk4+OTVKJN9+7wPUHbb+R9M3aPYySzfso3SyhYS0UX3f1s2MA5OmzjGADezZSueYMP7LKXl7t4DnuDU7M2Fw334kbdWKzTDFsD3go/elcsP6S00fq6yl5GcGZJzIP3J1CWePL0dszsrTXM4evd8roMjAkbWnRpqrYdNW7KEqVvHKO+55lCIwugT3bS+taUvWboRnKQRaouz3oV/dOGf02053+c17VM0Wfj15OIPils3rp82Yekmde0We9UAolBtX8vzV67Yd2bwU3ibP/AE0kLn+n3zw7Zy5Bw4eZult2Ixp7KeB+KH0nWhWK1Z9v+D7hUy4ly3ZJjzE/Ht+mp1s0974ZAzTVkaUANNISATzwwdl2jp3+aaMqH5s71ZqcMnafWzLiGTtLpekvffxZ+QV0vO3/7Jc08r0/WCw/8he2uaISVOkRqL+gwf2aK5i89Zs+XraUNKuWr8YdKjxnh0a1r6pG7Ds/+VAcnzC3rwo2FL8YDggmzb1vCPbl8qUKA7rLWbCPlYV2JtwQe2rmEVlRiIVy5ZZuXAeUkG3MGzsdxfUqqPHDk8c0xsr03Vb95F1ph5s1/n1/XsPrVswjkF389YtUqfB3HlTxjlSyuw/pl9U4fKG19b304rgJ7y5a6vqHudlR4+K3sMfocA/Z8zIsk4tb9eacsV8479dBCy5e/agNB5cNeP5h+o+PWAhuxHeeOW1RLt2+Hi2bPGM5k8cOVRzpPz40y99X+tewqOl52QXSoNInzD4Vc1eccWqLau/G0kdbd+9A9hjhRlfT5ukecunZ+r7Nx9OcaYcZ7+qMWGVvVjhQ7o//bySZTYsW6aH9/d7ravmrrCZLYnIUiQ8efRgTOW27pw1eeZAzV7688E/Cnrykj0uyHhW+oGtLl8cShGBaINHDuwFz3VrZ46fMkhzpS1cl4maoQcz04pXebnHAOk1QzrfnmrXukgP7f/41Q5eT4LokRAMx7o89eqV192tp++4rEwpd2rVvbSmkP/66pWvv6MFvRyMFuRnVa9yZb1rG+jZx6+vUrHZg53ZmsgWO6wPSlW57P2+A/Xc7BpJifVbtUfdDRPpyHaHI3nj2p2r54litmz5ammtev6382e7khKPZGQ/26nDlRfVRJmhIrBcqHfTLXjoW6Re2GObvhWFeeiEmbJtLVJw4NB+JqPz1+xaPHtyqkPbeSiDmpo+flaKy8c+kAnTJtWte4fsAtTzCkJ5vrKVF/+0Ievw9iSn9k6fD4Vg2J9z5JDmKfb96q17dvyMyeDStetR7/XI4X3bNmnOskey9cmTpte97iqwkNEhdLRYqnPJ2vXAM3bs9NoXXSVc6PqYsRMvvaiKHv3lo57tNWeZrSdqKvDViE9ZUl27YeaUmcNocSvWHIIMPVXHZzreVO82vNihUk7Zr2w0f0EoivK2+ZlWtxr7ustrXrofH4JHy5qyYA0fJXv1ei0tQdt3YC9sAv+E0UzI0lZtPbr75z0l3L6MzENBvsAUZt13e93XP+lPy6pW+Zp6194tc3Gku3Bbhxb14hKqHstXyrC0dezYO7VuWSY+PvNYrhQm51itUinvD/2K3qB29as7tHqMjcT0M3zlrFauTL/+Iyj7E61aftGvD/NgNgunnVf1k88G6MEDH3Zr69SKVat+A5/edv2yFEnbdzi0asEc2uD8H9awmY1ubfVPa1D7vxo9fdfmjfS3fI2ixen6gekT+t1wU915i+iZk3v1GUwlMkSCCTIov9FIrxe6pvq0g1my+VOPHB09pJ9mS1z647Z927enOTXEQPr/wLF76l735qfDkcz9+zN83qQjdE+6vnPb9mI+b27WUZ39U/6jjze4ofPnE9jBCynZhimTbMb00ZfVrKjnbKtWzP7c08/IBqSQvuj7n3t8NAIcQIU48qk3lJd/aD9qZ2aBJG//+COU4sfVq9get/KbaUjm/PkLaXTQ3rLlZ82eOHLkhF3rV1B3g8dMkPDw0cebNKx6WYNjInz+XZtXa+7yu48J/YjoqGyKi3Z/rEvZhDJsZaOHZ9ITjMl+fJiZMW5mqtcWzFk8Z9rTmqvaNpoT4WF9+tgv6V33b5//bq+uvuRkJutS1TG9a8eX6l13p34s/bLiCVe0fIb+il2j6en0yUk/rDH2dzEsMTABQTQ/Y/+2Vi2bqM0BaNRXXXPH8uXrjQoIPNSmyccf9YF5AOhyfws+ba9eswFx6v/Ka1Xj44IFuXz+ZGLWqeMT1958185jmO15xkydJENYND9990+YNCzetJr5WOkSF65fvhveZJ6g8GUXcTCzfInygz4cOvOrKWWSS7HMyQjx1ms97rz+lj3bD8XHlziYlZ0dCV1csfLqBQuM7YX6gOGzalx2qx7KPLhzneZOGj/te8EhUHh0i+A8cPTXlBReaVZUGeVTjo0AABAJ+2lsKG91rrrVqH52++4/dmgFHx/7DZxqVJw+fdKMEsnJ+QUHt+7eqsVXTz+ut23S6IZqnDuQiywePpjb7tFuAVblBHv+aMGUtHDj99M4eWFvTg69x9TRY1JszsOZ7B3Vd2+X2ZHmwTIfo4kEsYx1pVa/9JocltXYDfRY++YN792xaFlpV/z2fRmotYuXLkqOt+s7N1xcosTiH3eob6nYdJIL6s3TXZ9tcEtdPbx3xdxhdOk+l3vvvgOF4VjxElfOm7t+5+ad2Bjz/UuaTDin2Z03vfzBgEMh/fxyqa93aivsRvS5P/zU+7NhIs9F/k5g9D/955yVN7G0sNw/BgFd1npxYvSlBQrZf0VviW0D+osYeRAYDWKaIVtAcXn5IQbICpXPj8kGiazbbrry2NEsNlyEWcu26c5ipR5+qNWQjz7wOYp1e+pZr0vr0OkxzAzEXtplkOXzX9R93dV1HWwqxRLeEbrz+pp5WccDbMZwpjV9sCPGI+KcgT5vv8qQkBdgR1ycyx2HTomx1sG9B0MRrV37Rxo3btDu/qZDBo/YuGHj4UzM+RMeery9HSsQuHKFX3muYyTg53BjPjp2e+4tsYcm3Bbs3rVDuDB0JB0zkvCLz72hTJg1W+jF55/mm3p2jpYcH/fDgk31b22EMtPmoceMpXiBhQ1Hxu6l6M5t2+65/zFfIoYT0LTfccetoGIvzDl2YC/KQ/tur7Rs+XDHth07PPwwdnC/bNscCIeqX3iF2IDY2PnAppH4GtWry34qPVIqNSEem7XMLH+uv33HZ/gUJ4bemv7CU+08YrgSKAiFL6x1RWqaWCWwye7WOtcH8wtKVKla4fwSd9WvF+8t/8H779168/V31q8jZkgRG+M1XDLRDAYdcXFak/uaMVKwK2fHof3xyWmfDviiZYPbH3mkS+UqNWSrldMVDBbmZB+hHgpyM0Do/d79OnV+pmmTRg8+0AK4fly25P4H223ecjjem/Dwww//tG7p4CEfOzC2odys+GMG5Ih88kX/e+5t/sWXY57q3OGCakxGZVcyVpG2aPiOO+/C1AEby2LF0tJKlor6/ZgoiQU9OWFSpsd88Qk318OQT6idd0HVi2vWzsw8nlAmrcGd1Qf2/RQysxesTEgqVfvSmpQINSPIdjIyYCOUpvGxzpfgsTvZPlHY4KbLc7KP+bHddyY3b9NBDPKwRHUFer/96vYd+zAZys4LNWh4DzWIiZo7Nb5sgobd0c879tptboc9LjGuxA3X3wgP8HVepZplK4rlIbb1DW+7rmQiOzIK7qjfcNK0qeMmf9/t2ed9viT/sSP+grySVWtUqZzS9J7bUxNLfNrvndvrXFOv3h052HfY4998f8BDDz7T5N5W7R5oSimWLP7u8LGjrtQylS6tRlnZkXRe1arnVUj+/9h7Dyirqmzf++RQpyJRxECQoBgBQYkiGQERFImSEZAgipJURFAMLYptQlRaUVAERRQESRJFFCRnipwKKCqeHL7ffx3s63vj9hvjjvHu9es3alsWdfbZe4W55pxr5kUJCyEQLkSlJylFZOmqn7j13YIvl369dO6X/yB8Y+ZHn0CFZBLnFVg6dHmAiBIQoVqVStfXqAbzTZaMe/X1t3v1H9alc6e+j/SknU3r1gf8kZRUS6UbapjUw/xWzWtfyC2mN7AiGiN9QnFDXE6H00EWi3yQIo9PF3y59/zpo8eO7d21/7VXJh/et+PV6W+67Pbjp874MsvMmP5Gpwfa9+vVtXz5DKDTqmU7khxvv+22eg3v+vzzOc8/N7ni1RVyLpxl/M8899yDXXsMfKT7oEH9qUt7YNf+QIGtZ48h5IUqz8sa6dX9wQQloNVnEhfAWX0BSqZmeAb26/bmqy/z1bI1W9NTU6++sZolkBuPEHVrOXHiVPee3bJKZyQUb+R/sHPbFJ+Xagv7DxzreH+n9HQ0NdqItGvdBLZFe5dzLwLwUY8/3uXh7o8OHjB4YF/yqA4eOEeyUixqi4bx+pkxQIPKHoN1kE9PLKr/5ME9D/UeUOYa5fIRxNO5U/OymZbiwnzFmrqyWt1Xn7wHMtjEIpG/LNGCoqJI2DX9/c/6DBj04P1thwzoRVs/rV3B7kxEaI3q+OOjFGYiaK5po6bJOUN0caI6Q4WnzxwPxu39ho1p16Fr3779337rjZ2//2KhsG8oNm7cC2Ww4ufnXM459djjY4At+ZgpKamdO9zvhp2GohfOXVzwzXe9Bk198OGHO3d56PyZ498v/sYSjdhsjrsbNRHLsdhLZ6VlpfsQocCWrExHrZtuMdE6xS3vbVKQX1C2VMaQvg8d2r3vZPZBgn7fnf31Y09NIl3HqdUgxNRyqaAAcnh9xltkQXfp+lCf3o+QnrR21cpG99xVJsuydtM6vn3vH18NG/G0wxp5oHXTRYuXfvXtT+OeftLnTgtcvED+s78oEIpa2j7QReFb9nh6Vlpx8OIddWoQ8aWkvIjCiumKEDC70wlfur9Lx/lfLViy8IdnH5+Q6Srnz0PfcYKx5MyR94nBAQx2Ol1RtpxYcP++vQ/1GVjqahNVZYv36tIqA4elI1YUjjlSs6pUrkCcIoHLDerVzTl/FlYTImISL7zJ2CEBTwRCXgthXk5HRnrm6++8N/31N9/7eHaffm147+Sxk/w+vDe7a5duV1e8RtmItmCXTq0IqgoECytVuT4nr2D3zv1/e+2t2qWzVq9cZ3PbyCC4lBsaPOgJzYmkP4e9a5f7w8GQyeOiMxO5RqNW34031cnKStMzLn/Le+7IK7hcGLGcPV80f/53ffr069XtoSE9u1A74JM5X7LRRO3hBBm4rIvNOnLwgHmfzCGied4Xixd+MjPv1N7Cc+c2bfzlhtvqpJV1nsvJyfBZ7qxXm7h7uGbt22u0ua/F2dPHHaoWYR/37DSSKrk8ttjGjetaNmuAnHt/h27cUUoewWlR7QzQzpmz5x7o9GB6hqo/gOYt72nBJkSo4bXXXH8pP+9Y9vG/T5t2R+myW9f9HLe6CI4tInMzbi8sLObxKlWrXcy5tPXXLW+9+lKN0uVW/LDRYSP9VfFuLAHts8XDvtxuj8XjfWTggL+9OcNmT3tq+NOuWGj0qEd4TORLQ/h5HM6LufmpqeloVbxJBbQWzZvWrlOX1y/n5pRNdzVu2ISW41F/zZpVW7S+58KF06lepmKpeuNtYq+xcKbX2fheQgP4O+IgOt0Rd3lZSAzFLINmmp+XU/uOWhIcNMKITWIPEE9s27q9cuWqLrfbGo+Wv+nO0leJHPiqY8fWZVMshRfPZR86EgjFew5+vG2Hh3v1GvDB++9s/HkNEX3hQFGzNh2hC9C9TBn2vjLJPDkmJWyE21gtpa6uOPfTT/wF+RD7u+++mb3z14Z337nsp58DCXfCYQuGCggRt4L4cWvjuxrUrn0LAkz2gQN5xf4hQx+9/8GOA3v2nPXeB7/9tuHYscMUPnn+5bd69ev3YOfOjw0aQKTzklVr4ejFWJaiUbr2khtpmC1jw2zhcKTBfNu1aFSQf/7QwZ2IHG/O/uzRJ8alub22YMBlixEOs/PgofTMzPffebttmzaP9e2bkZaKEiQBz+lteE9Ts11Yy1YuX//mijmX8gpZAO3hWlYmiIKK0EiWL7cUxGtnn6HoI3WA9JjV4y4qKrTYU2rXvZuQS+BZ55Zq8XB+MIyjEWHBxmbYf9DIXQcvOJ3pAwf0Xb9u5QczX3c4XTzLJEDqSLiAzL7p78+55LcsXrBw3pxPv//2Cwzz6zdvQTAg2hYY/2P+giOnTu3Yue3Q/j3TX510YOevb779PntzIOLMu1R0w601ryvrW7lsGTLe2zM/6/jQAEvp9HjQT2KLSAAsVUII00l069Rsy9p1Fn943frNk58f3rRZnYOHdx0/mX3xcvjm226tUq1KoMC/e/ve115+rVbpzBXL1zq9DgI9HuzVd/q7H5J5/dTTk52x4JOP9pW9QlgldmN+BIp/0wtKKrn+SggYcrtC0f/LOEgdxUnPpZxgZK2YN8WDrBeJ8kHKC1U1PF5fkGIfdrKfydax4mWCxyBLOLwYRYKWkOOJF2a273d63epVUyeNfWvm9Ovq3bdu4/dkSHliNrYqUTjqVTSRqpDoIsQplzvV53QGSUogQD49RekqcFGnO0UsGxZvCWLUjfIyLDVKggqc9/Y6db1s5YGcJq07htJrlE23+IMMNdOpDFMSbW2GT2PrQHOxlcvA18IFP3T60jNSPCRBEOZtyShfRjyNMWHi9ZDaHkagDJmE5nf+Nv65V9/t9sigpSsXksRqT8Qod6HgbjQju4sYM2CE2RgzkN3lhc6dbFzK6vPVb9C8lCWKKQee67YW3VC1uoMUcBcxjJSmcMYSXhuBLBmI7GG2H6bLvCwpVG8JXl2xAmOBN0HhvlSld1MIgYQkQq3YM2zk/Uu1diVI30949hw+tnnz1hU/LHlu/Pjx48aPnPjmlCmj4jGfNZoihRiZ0XXtVddUT0mx20n8vXymbq3aW3PjfQb3HTZseGap77acDdILzSF5stz87UgUI1nfccstNWrdbrNVBIbd+l5/+0133HlbzezjB9dtWfPRh7Mf6HyfL73cul0Hr7kOKZn4G3T6yAvPPD9pxqI7GjWe0L/N7bfVHTz2o5AfHw6lFCxF/hCzxojldNjc/mgGEhcog4LJZmiNOryOuI2SeQzapJ3Y7NdVrpSPAm+3jXxqzD0dXgmcnz75lbcnTP0bmBMLFrscaQ5XJknBCNfFrnCRS2UuvYDGGkZq9LkcET+R/Cmpaelik7Bft82bnh5NuNi90pyecF4e0YzCYIcNoTvuSSlb8ZrZH3+S5nYH4mLd4GU0YStdtpzR8eCzXrszg66tsYL1qxe2bjvJ4o29P33Mgi8/f6jXcLsNM1zm1oMnf922YemSbyeOmTie0KBnXuvWb7gl5qp3a526VSs7bFU8jlt79u6Jnvn7vlORWIBkGAmh1PhwuJweKo5oh+ASErpkkZ4w5W+M/auZH816/eU0T4RFmvPprGenPpOalgZNUJ6BXlUKMuGi7BWFfjJKZXK/3h23VLqhZin3jdRs69z3hvp1bj+2cxlE5CR33hKwuKiLV4iQCvJ6PRko86gQbKNGiNKGSOEV9lqqr1SsWK1sZulMovwqxsdU777/51WrFy0fM/TxGjXuOH3qYI9BXfsNHuZJX55z6owlnJGelVWYm7th08Zvv57zZK+BIywTly/7Er8kML7j5lopqaU9tkD9Ji1sntJVri3vcLnLV7yOTglAdti9Kenlw1AxRGQqVwgEWCY4sAdEcKf16Ddk6s13Uzdg0rTpo56Zym7spfSLNULLwVD0tlo3kI+B4gPUEEM8bjv1k6IxByoBoipFTgRfTypmBbkPUEeo+9/4bmym5R3RenWbhn3XV6p0VeJSvtPhdYGWYIIol6FBcfxJhrpyOqHlqpWv5mWhEt/aEsDHaacUiOO6KjWyysFK4FB2yStavVCqiVGueXOtO268yp2oSpGyrj0evPPOyrv2nbI73JQvsGDsUS2DcBauQxplcJGwapE77QQLwDrvrNvAE73JHg/Wb9Qoq3QpS3oqxp17G9aDKln4qI3sdyQNCX5wIWo4JkhLjtrcaRm1q99S59bqpeMIx4527btdX640kk2C3DiLyqiABQkEZJc76C+CcQEQbwqVLrgQsrBgi+PccNPNt1Qru3rp0tpNLAXheJ2mTWWki5H94kUJpGeevf3mWrVqVPW6bgwFot37ja13a3WL29qnf69ZM9+9t22nZctWvzZtA+mFW1Ysb9hxqCW14oev9P524ef3dx2ctAuAumlpLJCgCQEyACCOHkI/1gRlURhOUX5BDmwYvrF8yaKHOj4Qj5d6542358/9tGOPR5wuXIbofWwBERVbsYQCoQgCPRYgj9NV/YZKKmzAYlHoye0UNw0FrPEw5JAsogSgAIKLePVICFAgmcFm2T0oN6VFp0YG5+PEnDVq1h40tD0rq7H1rRVPSX981JO9et0fi3gqV7mOWg9K8ENjd1i9qdg0QieP7a11Y60ii3Pi8y99+elHnYaNJF2cZ2yuRHoGoDNAjkRKlS7vcnmwdJmL2hxgpg3V0u1J06AZR5wjOihwgm4P7truqFe/Ub3G+EsiwbwP2j2cdt3tKhNhd4SiiODQcaRHu5YzpkzZlV2484K/fctat1xr2/nb/tXr9j38SG8IO4r8DVOU5gZE4kAmPc2ZsPMyypuv6jXXpjGLULGKe1htE6a9OfO11x/r3/u7jd+oPgV+Cgc8RuJr0B9xUYlL1IA+wWaMKwMTbtHpU/5a1Wvm29wvjn/iyy8/6dSzL73wTsSKwi+eQ/NnDx2qeWN1qHTqc2Pnz58zpEfvRNAAD/aFNUvFtGTGCWBCs5Wb+OJbnQeNXbn0+7eeGwvjc1dv8fPu5UlVir65KLdF8RK7DfUea0usUZPGDAnkQRRBT2CHYwslQR8cKlcq00qBK2NoldqgC2UsVOGaq4A0WgQp/Wy7KNJctO1k/4vGGjS68amnnw8WFvmyUuOgNTzEhu3PPX/RsvJlKlnc6eHiUHqZazQxYMr2ECcBHd7lcVgJX8+qV6+VN5FrjeTf1bje9WWIGS/EfFAUuEwXoXgQThT3s2f7MMY6qXuEIdoa3rfj509m/+PlNz5wOVNuvqUeP4M6d6h6452b9hyu3exuRyIry56B9RO2E7bEm7ZuHovBNu0xH3zAUrd+g4JINDWU37DZvZ6sMlmlSN4OcLDB7TVrwAKsgVCX3mOuu+s2uAd1jmyIZJEI1Y1ihn8q2dXlLPIj5jhtaY77Wtb57qsvGt4XvXQxr1G7VjF8p1QbUZnL/Ltq3bXvyJEBQwYPH/VEZtnvTuATk/pBgp0t4bGwMZG9bAlEqlW8WjFJUsWFPBR94X2HGJX4FGKhhCKsXwEq4GJ6ENeBgtj9lFTJIgJSnkm4UKvZlYzkGUMEuLtl8xNnDi5fterD2Z/16tXrkd7efWcOlS2dBbsmI9PljOSdPTP7y29t3tIjBgwkL/ematdiGHr59b+3btsYKRFUKHtttTJXZ/quzrTHC0Ze03H/5lVfL9o0aORI0rZVdSslPPTxPuPGjb63RdsvP/1m0287qHEQs8co8AD24FaFqytLNR6pf+PVV6dZdm3LnjNv6RfffOApnbLg+4UNGjWv0/ierLKWEwf21LrpZjjAC89M/PyzT7oP6M+UwauXXpo+tPejazZsGDN2wow3X692Q42fd6wlqBdQJGHAH/++lxhbyfWXQ8BYUBgFGJX8kVnAcH3IDKoDh3VuBk94jPqhe1F0imiKO3nMIm9F3FTgIbtIGZ5B2RWt7mlPjC+fmj5w8KBjOaeXr/jh6M7dAaovQafsKFAOJm5ZWEFzxFexVBUIcmUoQTlasOK7b3Cz6LmEe+wLL5Urm4bBkTBJh/6hmJazVPky1W64ZtSIx4cOHz3iqWduvrlu2B+g/qzPZflu0XxTjgjThvub5esSTvxqsSyfdfZ7pMcwAEaZMm/hd4X+gozSFm96+M33pnFPTMmVtmjpMqrWEdmPi7FGrcqPjBozd+7c3zes+uarHzR/HGWaADKCvVTZq7/+am6YDYjbDseWrbt5IIKfPp1MQMejvR8ZM+axoaOHP9h1wKkzBRaKvlAHj6pmTFT1o5xsM1gn2abRnPx+UsBlkbK67R/NfBvoAh5UxTkLCFIijYjYUgqlqWiRwKdmdCxVbm7exPET76pf99nJEwOxs889/9TCb79nQ3JJs9QCIor4o+44shdGKGskcO74yZyCX7b/9s47f2/avuu9996nRyDBUDG2JTYwOs1IJ8DA0q93r1Ej+o4e+dTwEaOPnzhRpmzmPz54/0T20S6dH1y6bPnJE9n5BRyGdJkutIpAJBr95JNPpk2fvnbVdw/27N28ZUvW1AvvVK2wqEQWZk1ZvJicgUTpGQmLyWBzj4XD+EX9x44f4TN6oP/y5TXr1qZlodc66jRoUiql+KUp4w4cP9a84wN8j3+DuAxkTasVl4Mr6qa6QNRJo2hmghBgpKQbwlnRysULUK3Fe2P2cZOnXnP11YjOHs7npOAla4DXkGqoFLoLW9NT7L0e6d6lW+dePTq3bduSppGQft++xV/ItISYm7YcusgWHA1/PXdmi073B4qPPDp46P33P+BBQPS4Ll+69MzYcXfeWWfS5GeKw0enTJ0w75ul7hRqfESG9Og8+onBw0cOHfDo0OMnz6VlZPmwQBQVH9mVIxMIS5KTu+9gjt2B+i9qI8IEf/b+Pdv3HDq/eev+cxdPowVdyLuYnb0Hl+j6HzB8EMdoQb6R5BOznDty+tLpk2wziHKsWp/uPceOHvLYsBEjRo48c+IkNhE7VnqAHYySh8MbbPmgLmgeCOV6kS6ku4kYjOIhTETCZsroMnqaC0hFIoGiQqwcp49fyD55aPPmzR/MnN2hXedWzZvGIiGLy/vLpm1kE7Vp0+y9d/4e8p+rVKvmjj27S5cq63FZhgwaMvrx4cNGPflgtx7HTpwqXz4rYS2eNesNZuqwsoGlfLt0rTLHkNy4peWXiYURojcVhm031LzppqoVr62Yvu/Q4dadu+K5opwprhE8qBUqlHvppZc4XRiMwGOwedvO3AuXKQvBAVDz5s0Lq+ojYqRn85bdTJrAqrTM0vgbBvYd+PSTrMeIXo/0pRRyRqahY4LXwqqzigYh/xiU6XYhHxP0aHGm+TKypr86GdFJo7M5t28/evYCkBf9Y3pgJCJJqqSBM0A4SjFB+EhgYI/O+J8fGzHqsZGjjp8+l5aSxuEUxCJgHWLAvIK3zY5wSa92kkecUtucKeUrXlOzeuVRQzs/MbL/qFHD6jVoTHl6hCvCIHEHypLlsDq9rjkfvy/+gMcyGFy0+HukIQqbR23xZk3qjxvR9clRo0aPGuXwur2ykbsRdtFKNCskTaejKFDkTnHDPYqLYyePn9SoE44dO/akessePZGHNX3ixGcmjh0/ddLkvo8OowE8UnAnNAXYv9ctWaxfn15jRg8fMXT4008+eezoIU8qdjd7j979tm9a/+Gb7zhKZ1Wqfh2cdP7cufd3fIAyKAOGDWvXrl1G6XJOpxuDPSb1zevXMG+GEygMptnTvlu8wgXUcIJhQmIx4/ZVK9fa09IZ+Ndz53Zq1ywQvdR/ePdWnTqVK5MWJNaC9Y5FiEdQ+AR2M5vNTzFft8+XlvnylGchIEYLB/hty/7zF4GSPcWBOGiWiYUCra2yULgozGPBVoMsaxCPknVQELuaed/hTkUyx96HRE9zzZo1Rfkr8lvKENP42osqKCh7g2/ztt2BC5fxZP62ZWVWqoW4rWcmjanWpt2td9R1OdNQgdJ94Tn/eEMcREUQMxav+MkfCPlgDOhUoB4s2YbKoV1Pzme8Ig6isQMUIvLYLSk+a6NmdQc/NuTRUU8MHzcRUx3cWcOPYwLDpchuYqtWpUK6196+e5+bGja1lfEM6Nftvo4Pf/zRlw927gKEOUerOGg5mn3esBpHcW7h0h9X2Ui2pC0UGsMyQUTia665sd6TYwZ8/eWcXzYtnjt3GaugIAj1BXqgQKQtXLiACDHDJay/79rFF3ZbYtOmlRley6Ui/4QXXqzeouXtdzdmLRihI07Z2yKXl8qllp/XLy/js+dcuvD0c1Nva9X2lrp3eHGyoRTynTY4CsOG7E63zemjCv6Epyakp6aNGPHYofPHl37/zbnTJ4upXgHiast0ki6OtAChhYNFDJ4/sM+xYTpw1BL7Wxw7cOCgXC1xx8WcvO+XrvCkpGM6AaHCHK9iJhOMUIlGkGYBrDplE6mA5qFzTK+MO9GyTVOU/Lemv6bNRByVX7FVK5fvPXTwyTHjWcR0b/qhLRsv5xucsdp3bT147jKp62lly1SoUb3miKHthj3aa+Tjj9Vv3CQP13xKCoo6nJ22XVg+cJZSiZjS2LSKnCCitBLhOWPG3CP79tG9IMI9n8/rdjI4/owmy2yiLKLkYyZM80EhFGstW75U1Rur9x8y5PFRjw9/ckKdOncX+EOlMzPw4D/W9+GhQ4c8NnLIY0+Ooup7ltdN3pfLToJliHohAAcIIRVpTLAzl7soVGzxJEaMGjb12ZdbNmjSpmdPqrf4gxRASQDX06eO7TlyhIP13n13ZsvmLVu3aKyNQcBzWALF2YfPSI+FFxYl1qz91YUnk0+Mm8mwtVDdWtE+mqYoS8BEa0XswfZiHrI78XiLNlC99ZQtKuME/2Kop5JZAkPPx+++d+TQoa69ev+4as3BQ/sIujl84jRbut7n/2hw2feLbakZJ4iwxCEb8W/bvXP+wvnbVq/L3ndeQINPqhQ0z7LObGzOgkuXbRi+NU6EEerDhXv371uYm3NTlWscGZlVb+WAEDICQX/DqfWmEU2hhNJpLVrU795nePaZ4uuqVKtfv/6sdz8c2u+xgcP6g547d2wkxx7MfHbypNvbtL3tznpwM+Y2dsyk9NRS/fo/cunS+eXLVmYfPcOpGkZ5pen/uMy+8x8f/13+0mqVXH8hBETF5hI9/OlCwuMS30xekB+WSbgoOw1Uw00XhGiLynMDP2QdOWUGfUeLO/7dAABAAElEQVTvOaA7dpdg8Zz5nzZv3uXgruxzx84uWbKEan6UDhS9w7sw0tgteeRXuFxXavZiRbfGzhXZqlxfrk/XBo/36vztgq927M0eNvqF3w7nTpw4knwJe+DoiezfFy5ZfTo32Hdw312HT/Ub+vjpc/kbVm9v0azzhtWboVS3JW/t6tVTJk84cy73hx82jRgzpUv3fldVsL/64ohFX38w5aWZu/eemD1r3qiJ05+Y+BRG28kvDpz3zewJL03ae+rsBzPnPDX2hREjhqUSDoHa4fZFE74GzVsO6tVqdN/2p0+q1JyxpCJ8pQwaNiJWnDNy8KNHD+8l8qR1h54wiyJHZqNmba/3+h5scvfuPTt2H8y+r1PfN978FAjZKGwWN8XEkacAHHxcJhixIgpyiiH6PJPfevWrz2a98eIrR/dvnzXrgzHPvT3o6ectbk8skMsuD3PTdiRNLBryU/cjb8Yrb44ePf7w8dw9+88uXbmZfZ3i8a7QhTOHdyxa+sPJoiBF3O0eJzoB4w6Y6LB1qxefOnf6m4U/9Bo0evtvv506gZERtSc6+6M5O7bnu8tc3a9fh6b3NPl57bbTx4++8NxzLz7/bMxh2bRmWec2rVcv3Zh7PrJq5QYtuZWyYawlshKrT+V626oVy46fuLRp/ebb69wdD+Vv+203U0NmpHgdorQuTh5wIQ1SMZ4XkdgpDBnCR4pXoUnDult+3Xby8NFBjz5aWJTX8j4US06/KT16Yts3Pnilcbu7yl3vk6CM1BDzL/hq7so1myMJWyCEG4IdhGWBETPL+Okib+XryvV5qOkTvR9aOu+zw7sOj3p80u+HL40bMzSDgr6I9U6PsJdhU5oct5xFOe2cHiWPi0Yo8QNLbKT4/AP3PXT2ZPb2Hbs7PPy4La3KzbVu90b9Py9f+tu6A4cPHGh+b4ui/MsrVy3JKzj1yhvvjB477eBR/5FjuYt+WBO1OqnS0q97265N6y1ft/zIiSMvTZs+4dnX7c7U5o3urZKS2qFenZ279xw4uKdh49bQFL42bSdaIuoi5s57711v+vWVb6vBYRoWvMsuV6XrqzaodsPHzz1XJqt89+4dhw8ctGHlsp2//N707uYAxOr2lK5QsdsDbdu0aLli2frTp48+P3nClEkT2YDxz6qwXpxfXrSSiNOLko6ZM2E9V1hcMH/uvKPZKsdPz9qDE+y4cmcsmD/np42bVi5fsWrpj4MGTlzw48bRTw5z2C9HrcUr1n1/9sS5b+ctGtyv9+ZtGw6eO7P/3Mnho0bMmvV+bqF/zeZtx86exHfQsHHzjBRL08atdu4+tmf37s4PdX3lrfew1L46bdTyZXPemvHu6fP+rz7//qXXFkrhwaiPHdUaoGq9nEX4yhM+AhoRBZ96eiiLfvM9DStWqwC/cCWobR1DHho0qDdRXe1bP7Rj5/E1q7c0aNCq+m13Vr+lyqiRAzEEDOzzaPbRixt+2tmq/WCUJDb7hs1aZZbyNGvaaveOg9mHs9t37PjWmzOYOCewxeyhFBe6kdxtSX+WysYjxoOltpTBo56KFFzo0qLdvp27ly9bd8fdXavedPstt9Uj1QQbLSIlOAfkVF1UFdpLlyl/w7CHWne/p+6Kn5Ydzjk7eerkZydOQ4OwWgmLVtF9sT7mGAp4EMENxiWoe4a5IeFEw9+/4+cxjw2/eObYho3r6jdtt3wDGafkj4TijoAcjl7X1Bef//Hrjz78+7v79m3tM6DvkbMnrNhIPIlJL41/47XnZ3/w4aUzh7+aP6d/v/4n86nrF1YlQSRG4TSOBr8nxcO5im3aNfWlWtq2uX/Prty9uw60aN2x6k23Xn0dnlZns3YdnTbX4m8X9+vxMB3qmBDYe8zPwS2lr7qqb4+GLZs3Xb18hf/8uRfGTZg6eWLE543Z0irXuKV6VvrfJo58acp4HT+B3Ga1/7h8+Y5fzx/Zd6B563b5Fy6tXLX6+irXdGhz17BePbasWn/2xJnBg4ZTDLZF45bly5a5qkL6ex++e/xc8eqF68eMm8pRiozZHUxsXrFm/W8bdxzb3a51w0u5hSt/Wsn9lFjxmQMHlvywEX0TxwJyuMWWOmz4aGsgr2vL9kf37V2xYtWdTbpXvrn2zTfVcaP24meTIQk85wgLkliAZfG2TevcjlK/bj1pvF4QgFybBEPCpdF3Uepk0oAuIyk1q98h54HNMmJMd8olPNCu/d7tR5cv+/nuRh2q3NjozttusySK84osG35eeeZ8wd+mvbhg+drFC5alxC2vvTB0yffzP3jr/bPniufN/+6519+hfjFYhnYUiXEgIViPxBpAIDeUziLJZRgp9sItp019ctrLz894/62c/ILP533xSL++eRcuIQK7YuGFXyxYs34HRchxDfTs0e7Evu1tHugIy7qtSbOQNb16zTo3VUzxRi2t27ZNL+O989bbN/y0de+2nXfUblRU5OzabQABkVSKdjiKpfwqsg3RuhQnUDRpcvPQfm2G9Bt1gpTrJLSw+UTtIx9/9HKhv2+fQUeOX1z3y4Z72naA52DvoF40EZI/bdp09MLFcZNenPfjOrZ4NFtn4lw0FPlkztxDp3IcNn9BcWzDr1sPn8+d8sK0+Wt+/+bbuWA9ZjU0NwwHNmtKkCQmK8COfPHp7NbNWu7atjf35MUlK1fiVxfysRByr0vjNZepem3sd6wWZQ3ZYVq171C6XGadOnU2rP99z6/769zWKBDy3N+pZ4xzZkjRQHLRysJJ8cInQxycNlCAKF0NA5MER0tA++EKNW8c98ywF1964dFBQw/u3XPyxKnZH33asm2HBo0at+t4LzsZDNUSONa5Y6ejx4/v2rWr5f2DnemVK9WsPWBQ34N7fh496MkLp85s2vBrg3vuX7ZmO8EDDN6DIVC8nR02lOaJOmIFMifG2LagStcDHR8uk2m5o87dX8z78sjRo7v27hnUc/jhsxca3Xojvj+bPf+LRZ//tHazP+pK4DPHVoVT0+bp37v73j0HBwx9NPtC7pYNv1Jy48f1OwnK7P/wfZ2a3L1uzYoT53OfeX78pMnj02Fi/mJiUD/5ePavO48ScQ44je4EHmF+wsUke93d9za7CrdsMPHkkGFQCdt9FPM4/kwC+h3OH1atuXT6LK65/v16/vLrphOnL5g4iVjTurds/mV79olTfYZOOB20dLu/NTlmrVs90LJlB6RA2CmW1mRGQFKYBAQYgojPssmCy5KiosKWwrZYSMvPIrFSaMyEV7CV80DMsmvzz+2a3rdyxbqT5y9u+mUtVkeMGCym5FIejTlfmjKtW48evnQRsSxadneLe5t7Xc5lCxeQ6hl0WBbM/fSXjb+vX7561eKfhvR76ouVm0aP6of73pXIJ3SHkGN7xjX3N7vbZ/OPf36MaoTGMNy74pFCaFDkhvTC6qG82T339x6y73Rejdsbp/gq1qxcu4yjjDU/0aTZrSxoOJzLHFevWnLy5IlXX3h54dJNSxZ9T2Xo+Z/NbdPs3gPbt589fnLx96s4g4B8GfkeRV/iR0a5Fag1/H+7y9QrKSlYgvj211yEbqBFmB8MWOR58oPLFy+UfkyyNRXgOC25OHv/5lSXZe22bNJ5TYJp7JeV35d2WS7k5ZiKgAcXzX/rrvaDTkYS87/+sfGddTg78uiOzZXL1HSjfHC6QLr3ux+3kAxNj/RCjQQ6nfjMZPLadaQmSc/F2RMerj/1sxWkeieKj04Y1gmMphIauVNffLso2WPx+QOVKxCA4Pvpl+3kd/+8fDbVwyju5LVnDew94mK+zo8c0rdL87tuaNTgVtGH3dZn8PALOo6UQV9a9N5ki86l9EFvU156loxqyiZQN/KTz16RVVOH9VimTnmZQfL8nK8WNmja0Jx0HMvP2VuxrLvjg/0p9sALQEQnY8aCK1auluqCMkXBqBdeKJ9e+rdjR4HgmZ1HamZVkG5jcdao2uL4PkpHn5n8dN+7W3W/xPvk6h7e606rdlgZ2RwiG+vf/ZG3X30tHsSAVPDB7JkouMZgZBn/4iwqXyVip16dOLBuU52VrCse7dmty5xZM6hntWLB53JUonLYHfUb3bvzSCGJS5Ezp2/ISuHO91t3fLFwEaXkCnTeJnPN+dv4ITjmYEtpqe63/07RhYojJryeCOfPfusVi7VUpVqtE9FjwcvZgx4ZTJFsfCJen2vRmpUkRocunBj2UCecg1SSJ+Dp3fdmgQbUsSB1Pl5MCa0Lq5fMNfZRGKPlo5kfZJWpWjrr+sSlc/VrVqX2GsUcKOgYjV2qkFVp76+HyOA2cKSkU+7JQ9uBe6duPZgFi0DA/fotuzmP1hwOW3T48FJ3muWrNavpSyfhxmK/bl4OtB2e0ucvxqa88Oq99zQnljYRupAIHx/ftd7zn6ugRbz4zLNDHmIoPqKCHDbKPQNFzoeudF2d116eKXSnhID/ZK3yljXbj4MGapikavYzjIXho0sXve/xZfbsP1yWBqul5i0dDh2iBEZ+zp5l5dKreW2luD326Se6de2O46Q4/8y3387T3G1uh8ta7676+0+SAUGlhgsjurUE1ERWMsGVy37QAamxxKU9p2tkVZLKabGM7NOr2V2Nn5vxKYn+ogtOXs/bWSPLMf2deSRMiwZ11C31AIqXz55P1c4L+3cmgrnPPTuRPY7Zvf3MM64qd01642MNO5jft2c/lhYgklK6BIdzLPHzsiWlKf5RAIWBdue+XfjynS0mmlNKLz86qD0lSZ59ZaYy3Qz9A4DLxw5IzdauxVKQI0FiQsbCBYtJ3+Cg7WmvPAPkifXM9Ga99RbVZW1PTZmSn4i9NmOadiL2Qrul16hnz+eRm16Ys/f3StdWZwXwGNxwYzXqHBUxhHDxrFenQBRkbPlcttenjLfbbj3H2chaD849ZSmCP6/8qbQnk/yoWKw479wuSHX20tUqZRG+NOmhxk/+/VNwiQ9b1q9KSytP7QSG275D57Nkw3E7ULBu+WKrw8d9aOiV5190Zpbbf/gIJR+O79tWvtw1Fiu+eWuNKtUPHrmIz//I4VMel+/iBc5VF/yJ7BVSRwuvKld+57bfVWUh7t+0bn2pzLIstM3ia9l24AWQPX7m68Uz72rVJYdT0jkvjRhE3jM4RPWDRN6pET3aC4Zuyr5YVy39mkIma1b+4PBed/4yXVwGzNeWKb+TGphk9kcSn3/xbeOmTWIRaP/y2tXLSXwXgTpcDw4aq5JnhcerX5W28fft4EEidCIRPzP/qznAGbD07tGlX58x9e9sZ5h23lsz/qYlA2GpcfrhZ6JNf1Htqyq8/vZc/ub48kQsr8JV127fRjmECwd3/HRVuaqUzmPdGjRsevJijHILYhHhvH4P97395sYcdGswT2MUuwvnUawiUXCwW7++iBrgXpkU34IVP7EWlJIASgvffZPyGAcp5UYz8aJT+3aUzbqep+Cp4yc81ZJkKkda/oUjhWf39XygE1HDoFm6O3392r2IktHg5e8Xfy6pzZFaymaf8eoMV+mqFwsTl/cerpbuTULyuaeHqpapO+NMYbTo+JEapQjYTl26+fAXCxY2u4dCAvl0unnDxlKZnGYiD+E99/U5navVXPfjQoe73OkcQ/SJyCfz57Vt35JKdwvnfkgLmzZnJxfebHsFifC+p/q1bda6Ty5HnItLwO5zzhzZTwmQ2Yt+CMdPb9+yuIw3y2mhRrKvXfvup2iWx4InWjW8XvhvczdrWmfis89YPBWWrNrMifOfvzFOvnJKAKU6xk2davXccIpESxoWynP0X/DFp8Y1b9DY7DIA8sDQHi3f+XBprlmL9955TqiAjGmz/H3mTMbDIHf8vALMsjrKkm/L2Has+8biyVi1fS+7WMGl/Rmp1771xgKqb6iPUEHusX0N7mrlsuAedaR5MrbsOM2my1FWWa6U/EJIiqODTy5Z8FHde7oJWxKFodydvjJ12nQZyuAkBMClqe0Xylmz5juLPR0NmZFQPtfmK3X46KlE0fHO91amSIbFm9Lkvhajn51I0aAf1/5COa7+PVtbnL4np76WKMx+oGkNcVGHs+k9DaY8M8birbhgw3ZVyQKzIJZY4ssF3zVs1Iz99PjO3yuWucYja4Qlw+1YsmqLRqV0Ly0Rb+Tl5OCTPJdzGvW7d68eM96cjoQCGDmn+2L2oQZ3NQbOHiJp3OV/+fUEeFV89gxNbdyxQ4VHAmeGP/LAhBkzJV1EwxcPHLLYKxzFbwo1S8wBZEwa2s5dtODLFKcXqINF/D9lmsrSqlxi7Oi6eRMogNSy8yDu49KpWb3JqROwdMDkX/LDUibJebaQfffB488gcwQDTa4r9cw7X0EjOhY8cKFKuXK7fv6VmTAXcXtGFbp8+fShDm3baDtAg2HinsxVy9ZgYIBj/7Z1DfyWE49ycgMP9+r65ozXhAGMNJK/fvlCQxdUEnD26/fYGaQn2is+O6QrTSH3kApqWb50YSSsc64/eufvOLar39oQdmJYnNnm/CFKuH38yRdwpHjiwpQxY69Ov4aiQyzNmZMXiazNLzyHXDd+8lTmxWmVWW7PrPfeZYiTJo09cGAfiSH3dx9Elh24WCq13PrVG5lRblFe+fJVW7XqhIdZUEU20ALxYyYbT3R/uNd9rTqYewAt/9K5XSrf9dt+WA2vH953xOey5/uz953YYU2vdJ5aoGfOj+rWWeGX8rFa3nnnNaYAhxGrD0Vy9m6FEa39fSd4wvoQQYGdi/kO6T2ilKf0iaN74YQIhzBFNmEKg3Me1adzv6EvHp40ccLDHe4TBvrztiz9JtVq2XHqHKV0EqHTlcqlbPjtd7CBdSJoxUBMtFZw/oQvs/q0N+YKeaOhdk07tG/yEFyb8icJ/5F2jargEGaTaN6o3sQJT+OZ//6n3w7vPl4lqyImejbNFM+1i77d6o9SSU9HfvMDZqsp+rnyr/nwP/7rn71nZ2cf/a8c0m1FeQNlGTC/k3/8b4On6X9efFW5cuXkkyW//69AwHjQwXHDqlSggYtIRfxoMhnJ8hgOuYnow0rMuW3kD9hKYZkkJoorHC10OzBYOhCp1UTcTsYMFhUYmImQ50/+5RP2zgDNcWCjSpMkwljMMJzgxybaEMs6YfikxloSRUQc5dvL4gpxc34cce0BCnOxCyiLQ0kaBE3ECtjMOMia43cj0SBlFoIWb8DPwcdxwvLpDZuG3BcJctqJFovEiMdxco6qGJ1DB3+TzeTz+2M+H0eZRMjywf9HgQ9NxuLh4B/NFBs6c5cbEOtPiOQJTY3IAHIdEhl0gKleBzRjlaQLnBg6lrQ4hWgDXohbg8QF0BfjUEJGsYuwBU2NYQWQUsjGpi1mTKAMGbkACMiyP+lw0qTh30bEAIEcACeB9xJ2wNOJWKHV4eJ0IuyjSA0QPqEFgFsP4jzyeIma4AAAAo2IxwS0dm7iZeKkPo1csgOmXg4l1QmwuBVIuGOpYHIxZ9gE7LHDoZ/bnDjgkPwuitXEUyOK10SG5A7wI4xBLbJgoUDQneohqAwrMQ5WWtbIOYzLZg/Dyo3rilA9+GY4GPZiY4tb/G5leHEGKjUxrBxbLCePGVk8n9U8dejMLbXrH8654Etxxoqwkbux/GnMQCIS+HHVng6dOpzLP+PzuEy4A2tDMA3z1/ktVzzDmFcZGs+Hw0UcTwb8je04SpRVLObymUOVkj1qhuAeA6ZeAU1hfPYJlImwi3NhwB1OHwJXccPZKJqHJY7ae6TE+IiesIPanKhrSQHbCYtHJyQKJeYP2d1kllNEQQkizlhIOQBMgEbteGWiWBMIQkJDYMLU4bK6FPCFllpUxInYHL1GqF4Si0zYlFClAFKLudO5r8ALDHpO4A80pU1Zoue++WrRbY26VKlUFmeIJfeU9ZqWP/y0rHm9ak4sy5hmna7CosI0HMpkFQqjABLwFlXazRnrBbZMUM4RLOJM5JC0M8mHsmyDaXqWwLZQ1KPRurFSI0Q4cF3QvWKLQC8iFW3WCNTHefHBaNxt5QQw5kqglK04EEnxpgMgBoq7CKLneLBi8tdcEcUGYm1PLgH92CzQYBqnKBOPmEgFrciQo3+SGEEykMeBRAjEsXdyTjRBxRaNJyUWwHNa4NLxqSyxvmS4DArUxB7NE1wQC3yJYM+wxWc0HIyvjEfBoxCBzUYZMroiXYpOGaPio4SMxBcTfMUNzZSIX51pGQkT4SM8BnJxGyWDlGiKFEHfOkCb/kFuRqLaQBgTiCHQGbzglYo8WQORAHk1blEE4AAJiNO1EepHSi/eIgfWFpCGiyZ0QTAi1jgZaxwKj5vHZSVjFCaWBmVZbWHoXwdLnl+1aJG1XK27GjZLIUk4bqlZo0GP3n3HPjcaduVQ7BHkWeBOzeRdWneJ4zElN+caESQBVeH9E4CsxYRckoVYUIwzL4HFAT+Xh2W1XATNrr+hxcgnn3tsaGemzrIhwbgYB6svfIArpcUodBj2O4mFhv6RE0UyjN0ExJORC1BJSJa/Acwj8FLZ//yQyezBGyUc8CaIwaM1oaVJuyQyVLyMgEb+10JRPdbtcAok9KxbgBsfVTTsUpqMA0rnRGbCUMXRELzjZPEhAoWtUdy1/rx8X2oWqcngBtsKu0yyEAriMHhCzAJnNHOwmxmesCYcjhO4pwNKxdzF6Ir8DmcaHn094sJPBPGJAKJunX0GGKhQQ5Uph9vLudV0G1JKqUkY4NwRQjaQW4tjNtJkHawd7MPmgPXjHjczk4OPU8PxHxBEqpBU7POESuBVxoUOP4RpxwhoBgbch6m4/CF6IvZNfIufqMXvsnkU9cfgWF+LzU96HYGHicucn20JI6rKB4y8zAlb0Icl7iUxEq8rp9WDvQT5q44UrzpAgQKvR1mkMgTRAYEIcX8sliF/cgLSNvyHR21UzAVurqICf0Y6+wa1JFRFy+nAceePOTL8oZCNEheMkPx0CMRGximrK+ogPNWwFdYChumORqIXUK5QOIRUZs2hbhgd68hcGK/VHSgKetPgRESUesmo9xFkB58gSQ28YIfjLEotPa87qf7i9HA/hiCi/EKri+hj6tj4fB5KVmEwjoZiDjLY2ex4Gfyy4lcVE/JChzYnUR90mMJIwT6awa8meYcVI4nORlEihGxfVmkzFAyWbEZH13/98ej37GtWv8jO7bD6idzkHaXeWxk9ndjsyBDksnlI7savScpctMCVBrw5Z541USou7JZwQbrB5QdORXgGMnNxAF9RwJ+RmuYkpY/xEEpouDLgh6IMr4OOeMOcfBfxg9nsSCSKezmX2+sqskbkdTJrgz4Cdsj4xlyhENDOdOePxB0U9gKLFENFIDiQZYfhtD0iaGC9CDCiFDFKZkKnOMMwZzp8UJDEM1iqPK7FDnfs2NFzlW9vcybnRGleCgYl1VntHLFAPK4ISXV/GDgLp6hg/iJUkDxf+Kosi1fGAzuktkgwZC8tIUcg0jSFh1YO7gGkGXAQ5agQXu5yFBQVElLLYwGSYWHdhBdpTdnEndAm68jDhK2LvxGeRDv8z2d2YrYUOweESmTknt4ynRBiqlAdwAQbocSByw2xMfdUJD2JbzyID56FgP9x1C5dAhKFMLAuSakMqAISDgjkwDy4kA6tdfkCwSAR6zyC4MoyYmvgsTAbErQgKGnfuXKRV230bG6g1+jPv+j6Z+9obgwD36AGZsVayXnr//v15zEaFv/nGyV//wUQQO3QXvDnK7n5glEUWZLEKyEGOjQSh03PYxGzO3zK844Qha9oqyviJmoRTERiMAnG4CtsDXRQrJqwl28k8LP7IpXB4RBrUBGkg6iRaCwd/IZZE2iEOOIRTXJRH9YokFAzVgzwH2LgRF0v7IRv01KQT5B45PwQ+6JvkvgjAUnVijRUTIqEOgjb5oYb+KjlAWdTNp2ICmO86AZKc0rmZPRYekKhmNtDdoq2GHau4nDYR2kqeAZzYQP4g9bipK3bbV5PGqHMYtgJJADECMZJRkqYRAx2UY2JyBgr2xtMRYpijHA2GfLFYTQ+mC0d8xYyMQMmaow/mbxGxysI0Cl0zCCp3a6nkRx5WTuOPjMVNDdegWPSNd8mjAuRR+Ai9CfuwOQJzUJqZmsNR9yY99mbDddkXehHGXc0wXMRBxo195wpRFQYAZeNmhEBLiS5UMidwgRj5OkDew5rIRRFYZCsCwsqnkstBEJ4BGwvrjtibMW2FenJSdSYEbWDMSHkD6ELI1ZtzAI/82aPcLq87qSuy2yjeXnz58wZNO4fEyZOy5S1gPGxjPwGZOKB4qj81mJqCshCHAafiuwk/NF0HB4XU2T58PN6CI2LkuTG64KYgmmsBBMizkq1kFnPkACuWkuMfBKxUuZo5/xuNmpAyQ+PMc1wwEqOjrRnjnIPciI2gzItSqMAyEgPRKolgY7e5wEr0AGkKxCcAyay+GzMcc4d1rCBH9/D6XkHeAIoxH1UIvZUrTEXSMVYDPFJyPC+/MqrW/uN/fzzuVXK2vp062TxXH9TzZpGFjVQjgbTUtNQsbQWzNXJZi0bgdqSv4RQZdGMDRUEjEDw1dIKGfSwHiLzi0xvZYSwH6vzuEojimCVogDNAjesIwjA2DOlrfAEMizTILNRy2HwTeWE7C5mkOJhI5ToR4UJRgP1aRI2S2oKogMtS6SB1WjbllrBdkkaOjlNBFNqNDKxIucRMKyhKWfDrQYAuAbFE057Mi2er6nzDwQcCHKsLcSKiGdmxuOwKyeHVkE6HpPqrtZoz7RAr/gVkSpM1QzdpvQmrZEagSnXgRYnnY4cJMkjYLUwTQKVxiwCImWD7BDEeckFYRLhrGYxvPiLGSaLQFalz0WwIq2i/yMWJDEWIfEK74M/qDGWCYzWKBDpSYyASzF0sJR5GpkDUc+yc8/hJ7qOemX6jMZ33v73N948fORQuw5t0BY8dEobmJ98mViGSJFlNMhMmLcYBghFojDdxEIxZAiMX9TwIdUqPdURlj4i2ZQKTau//vqH5RvPX87r9khnpCy9KcZhxYIO55bZBYRlkVBLXGkgBuyVd0EmUSUqK+shWIE2Mmzpgpc6hecgiQcnAc0hMupZFhv2qzWHlaqEDq3wCvgBvaASIxDLXiLiAusMBoqWGBLIyQ3KYQB8daImxUbAQNwL4FdKZpZeJUaL5sV+tGSCpECiF0BWJEe6IWmRJhxuaYd8p+g9hDerBSkRrYzv9AKEK8KCAEBgD8gAKkEEGB21y9kxmFlNFQmBNxXzE8Yxm90HvOkbIw53KWBpY8y6GD+jYAtB7COAXM+oD0KEnRxy7MRjDOcXIfDDt9LWUt0udFia4UWmHLF4OJCRgAKUP0WO2am3ozGqbg3Na820DjzNQmlSkA+Fx6AxNFOkcM6jBjgSI6lahKYH9zFgxxbHKtgpsaHHwFUYNRwbCgXbkeIdsWhGGkxDpA7LEE/SjoB/O5bqdgMaWJlEVbDOaFrY/7ADJUQVZPIWwZp5h2KDuGeBheHLLL/mKCRgvlpHnkW3Y9ExE6gYLhuIZqB6tC5xIBU5UewgZhGwF8mE3jRrQRKrZ5x9zeXx4Ntg7+aONDegADjYM1VRjOxNGVeJ5zN6hb7RxTpTqgZixS4slmnAnp4OQIz1QOCS8cLpQJHevmMLC0E6ltnoY1CFbAcm2Q5VweV2icdrTRkXeppijugFzNRdEnq1JGjbxrrIN2CcUBNPtDPLnSG1DRZghsVtMzdV9LDbYcjEOFKpRdhod1NwOwx7prqbnrbGvbJz0IUOhJQYZXg/WijNqzXTBeUJZD7mMRmqQJ1kaRy+dsFek1jH6Gw4ErEURyNQG3ohYwO6rKUK29AH+130sgxsAQ5XUssejAF8NIPmBj0CDFZHaW9JzU1GEyEcHEKMXdIFF0wDfSrJ5GQC4XuDB3zjxpAqu4MMXmCQGK+PktlcRJoa2AqzIW5iwg0x6xs7BjVUU5G8WKlYE2WlBEqy6pEPMW2iuoJ7WnWoEx+p/uJpwEbNMIFPG5uNc3IYHBZ5P3DmAWNe4iHD02CjalKs1YYUQFCZCs+I2aD+Mf3kceSYEGxxzEyScUAup1HbtPrqWM4ACEiwSnIY/jCcRu3+W132sWPH/p8H/GdHHE+Skv5/fr7k2/8iBMAncMfQhKjHkEXyEwQUCyfVb8OtwW5HJK56R1gv+Q1FGv4unYedU4HjsoNGsAHRDrsbchG6DTsyAo2kd5qHY0PfEKf+huahLAogi+XBUkzdKBnZ2HIQIo2SgkMlrGRtqBu7o2w5OGB4GsqDYaCOBOKxMJKiPjANNiAIMhqiGj9jkDAtJkDXzEPSEFItGw9Hj6CDMRQjukB7GpP+SxThDwuRkO1wimkaoqLwHAZfmEsxpTadCKOoI/AnWX+lluKpwVeAzQmZHMUVqZWRAjdtAuoiYVOHbPWUGCDSnsk6GJd4FZxB5425Mf8wNnYUnFxiozIus3XZ4SWwWXFaRiJ+BUdS3+YLYxWBkWNtlZQSwC8KNGDp+lbQYjvlGbYD3pQtHwDQHBunU9UPWHV2Qc5qAFzIYbTKPS0iDIml4UuMf/At3hEQqA7Mgmir0hJia7fbCYmgepWREgG1NkvmypoDWOEBgexJDYRJUFYORgsOJS81BNxoipXmHco8xlq3bwFAtIWIP/JlPPfUmR5dH35o6KMTnhnN+lP9jxVDtQaoBn9gjUCDfSVK85FwwOVyhCIUnMQbCMqR4J1ECHxnOFJoGOxgkRXHr8HSSkKVGPBIcBesEbAN2hM/yexCJK4xd1wSyEk8K08B4hwaj5ONnwlqKpKYDQqxY4EW1OlxILkxMDYdlEIp/ypPIVkHW4HKyfEva86+hvVdiChM4mKFjKTH1orUiNRD1pBsH8CJfSICNkpMEPztPR7pU+Eq36xZM6a8PP3hR4Z8vnhxhTIIg4K+JgCuSP8ys5XjiPKoWjiJPvRkjA7sUgaUdKJdWdnkxgjOW9hkgJ7VqO8Ah2XVyJIjlKylUiIIIOTJeKi1LSnaWAsAKEYHlC4aAO+SwhlvCaTWILItKAugwiRQCI2BdTRK1g1SmvGxCtWRryS40LXRJqEZUClmw8AgczYcABs71MSMUCR4UGADNqZMILZz8JviLHKBQPegCWXZKAaYHDjrpZnJ6qK14DXDmgCVtnrEOjQ3bcbUsotK8ASEDAQXI4ZkkTIgEntChIxEreiGiORSz/kOHqAtHalB6oMUdPEtq4upYJSR4sMKol+GIxTjYHEYHn43ZBZj/oIikWv91H2xUzfNQu1HPWPa00qyKig6UbRBLrFOkNR7d+MWN1ev+fW8heMnvliuQtW5X3558603o6qJ/HiGp4Co5qm+zLANpxVvAgh0LLhhtglF46qtAo4BJVaWXiOxrz6es2Tpqn98u/jaalepaibUIWxiGgoUoMo/aq3ytCQTUrWASUrgISJNFGfGC36inqouJfZyg3AaEggBKvAH9SLAQV6W2x+oQnNKd+EtOBtTFqLygJh1nOI0MnbQGVDhGTNwfmvLUdUouCI4otKM5gWe0JtgHMESkKq89OqSZugItFELQAhoU8ObYdAS5Ac2sGw8CVIYWxhryASAOe8mcUz/IvXKco/RSa4brQiz12jDKALGsa+BkVIc5Eh3XoP9MmHCPigSQ6c8CaYhhNqBoxF0tUAqmqzIEmlTBjtZDl5jUEnZU2IwHRGsAG0xUgCpSinUfMISAgWrZcIFaErbInqkGAV6mpi8REwNEk4GSGIWKvexA5NeDMTMzFWqxfB8w5zwTMfRyQ2MRWQGmcEWkVqYAATaZUUiMEaq3QgZpc/Ao+nAcFQnb1NKJIJnS1wPGAllQV6EAbZ+eauNy4XdDZ1P0Ee9IHDMMF3BH5JEl4BvmvExS1gr7IVVwKil6B7t5zyoo/HQfGhAGzolFf3IBmhoYAmfGTf0YuYh5zAcyRAkCIgVBjpFTqAR8TcYkqF90E84gAEangdIjEICJhh8gVcbtDLqWBAwFly8WL1Rk7p33MQIVPNSGMKGAhREJ4Ce4HKzM4pq9C0H5WANhdsTrYH2qP0CKmb47ALMlGmY1bEqO644FHIxdJaWfYENVgNVB9AYH+EFYbECWcS0pRjhC34r9BV9MBqriMhhK8KXqp1DDEpoJwQCpcSLASt9a250TTf8Y9pi1aBrCFNykowdsiZoGHqIx0FgXtN0hKIIDQlLoSOlVasm+Po0PBliwC5ejDigJIZt0BVU4V3Bm9eFrGYr0px0maURGsHkNG46gk/wIK8ZrsSI0JzIfmMq2OhEUmyapmkMOHAX4S/7jgQiIERxFCwqSc7KCKAtJi6SYyPgTZAaAhb5GoFMzEPMSogDYUEytGfckrwEKNl5uMH3km2RGJgK82ATY+C0YIwhQaqcO2Ne9lAsiDjhsNDJgsRYGBN/COTMQavAH8gkArh4ji52fgEneYlZmes/bol5cf3phvn83/PLDMySl5fHH9o+/vX15/5Lwib/DI2/4G98v2YPS1IUpM2PYRfsIwm2BDEaODBlJoSF8CBTr0mmeXYcMEuYDLaCo0QVYkrXJhiDoESViAuQrKwqOOjF7v/oRDsjjBoxTcTAxo9DDDuM2KFVQr7aBG3pW/+ifmm/UGgUrIP7UDMkJeKSecacsibrESOTwK2Biv+wwzgQfLH2yfvNK+EgQnwYNiheoJ0TY4yoMDku7RvMUEUv5CvE+EtfNM8Ik4OBQyvoQPstTjQV8NVFsJIVaY4LWyORmvgM9YFdACjI0o5GKnKVnVaiMRFBUZ+cYHTH/wIPErbiChApDKVyTgEWREO7WGODmBuNyVV32OaTxkpCtQQrZd4THCDtMOCQsuTBa8R6yg9qyJ7mARANqmK4WVt+qUPGKp8fsDRDg91oagzaiSMKPkl8BN4bh9eoUmy0ME0XMDeMhyXnL7hgcoE4XivBDsoq4bmU7ZymTGdaQB4CPobhstq8GI7jgtD2HQ4EvBwRcUW1RTGC+RKYBBRR/1B0AK9heIKFmuF3ctGNRTJmjcoqDwiwLyjRQINhjnj59HjURvFpVlmKqAnJI5LIzJWOjWhCg3pPClUQVyMeKRZKTFYzVPFTaoPJyGc0FwKcSGfjPjRhUyENWjVrJWUFfdm4ds2TDJ0eKBOGwMFaES7vBt0YELA2s+ADmEAFBdx3bPhaT4ZC3TvMougi8vqZqjJs82YcAA15DO0a8RELBXM0wT4UkKBrhVYyT+RkToEXjNik9DZ7i0KmNFWo4g83COXL0W/NovEUz4AERsIm4E6taYeOxPwcZRqVFcVIcuzSiIjmWA5ttjbzpJGiJG6DjvKF2OLUSlVInKYpeeIKnmgEgjqeG9O8RBEGJ/SDynhSpkoRAU8xXoluKnuTjE0hk56ZofYQYspNaZsGAYA3L5GMjkSOFHEFx0RZTA1xNakyyLEPmMFq4AAfc8IY6IxXmTTqtp2tHjQXCMBY1lJxnQY0rL3spIYuWSekIDZ9eTJ51sYWL34FwbNJc7oYRmGZvBFdkoabeIgy14gyNJJkogzJxIWzbvBL9HHGBGARU+mN/jjTgtmDTw4TSk6UrSI2k2TmgsrEVQVioT4GGAzttEjVVAxYxFICL42aORgM1JKj/cNySO+MEn7M5wh6r4shSEGQTEWT0Blhd3pUOByK2RQTRfuAH7uGw4lWzfDBQ0OwimiwUsqAbmNiIgycCQgJBU8AJ8M9+SvEVkhk5yaxeVE/zmkJS8mZqDeaFCT53jAdiXhGQ9BqWg2dCr8gZxiLCIMyHqw47bOCWnqcZZJ8wCUeI1YKP5VUa8PGxJPFVYwYqFqHuMs9iP50yzs2uV8AfzAY9RCHbkYIhKSMwRpwMSnsga0KjMaYJYWW42vo0YR1GGzkgwGYUJcxqF0m4ZDCAyz4xIU1L0E4PfK+OA0yHzsQbbIW4AoMST4zJGPqeIlBGUijWch9ZsAfikqX1jc0FSdqlDmyIOiFZhaCRCSO7mETi7Y6FUPAVpdc32QcpN5k6IyGrc1Qi2nN7O8EYGAccGGMA5i8Bvkr3pBLC6pZ6YPWRvewKiXwbOFZtXk1DYgkTpUgMIRZGR3JvKoJaktGJCVqHJ8I+K3QYi017QhVpYHbcJYzEkYmA6JBIC0B9CeiYzH5g3GjXxL4xzqzy2pr0QV3pEeC1nhMC4cZxUEvZo7CJFGZpgwbAitYZnCGzdDEOYhOGQSsTMZUFgd7rlgaP4xTEqq4uDZlh7QF9E0ZdgUDUSNwYbr0ZGaD9QWGIYyIx4pspXDZiHMJ0hyYqb01OVx0Vw4P4jYcBR1Ls+BHqhqXPjEOGZKkKAFTyTkMDEkC77qmofC/uPBWxEFhOAZHGAJRSTSCmQq5g3+1N/NaGNzDoIucJeGG5oEFQ0JToRH866EUu4+W2DvibEZgOdM1a51cbASnkKKZtP+iVbJfyLRD+/TJUND4JewJEYx2KN2ezdLPqaEUVbQWAXm/PZXhU37HVN82JixM+uhIsEwVWiTGm3ECW+1YatKERsvgoiU2WwjgkZ7Gl7I9au2ZBJPFyMFQCLpQtAbrrPlii4n6i50eopg5IzcJe8rbATDaI9waMpOVnrMqsFHEqDQH2EFOoKooqoDH7Y5S11Q6LYgkyhLQTD+QdgRzvfgytKk11cUfpjg1a2NmImymWLCiWWGSNp9MwB5AH3H4Kcrg4LgpISMPRWFE4BXCBNYHKYfasA3eMgNaZbgG0uqES5587hn602cm/scl7Phfbvzxxf/tf7UoZgBHjx7lDwMlaW//qRb3585LPG9/hsZf8LfRf0AZIfqVvTeJQTAJfYd6IDFJ5kjxCDYPcQzs4eZL1ByYjogOY4WsDjwOzYCvlBCEF+N/gJ7Ji0kiLLsabSRxldbYqnWMLLSHiMkjsGp+8RKEpxaxz3M3ycRBKmN2wRKiETBanpZhOkHeDht88hU9DZeQ2Vq9M3SxFZUOZxLiTOTCEdrPRwyF2kx5BnZIQp2CwqIhbIQm6o97yIWy4RsNk+BO1eTC74Cwj5hnNmY+MBNZ8HhUfQHAZM4UfQj3uUtyGr8dqq0JWOAT0agXZYwnrwg62iSYCdZEGuHMaTQVgCvYwnoZvoR4OB05Awh+iFUSC9A5segCURRd2gXEBNKjQjAqN39pMEwT1w7vYYhC7qQuAlDADAv4JYcivyHMol7CyLRp4Aywo6QyJkJKZJFjp3NRlN0IPdq0ZM+SAVySHDOSbCC52UZBdeLbZGnXPT0FKxYjsBKOr4wOWmWI7GC0HsWLC+Jwk7shDpoRE1fsvWLHXQ7qd7OD0I3wDGwTrPGmgCFyqEjmNMDEE0U1bbxhZoNBfGCfM+YxClSADga2qIsaqUKaWAkjRWJ2AE+YqyQbRE2g6rCyH1LEWduMWJUgpx9hoeoXg4e4XZSWaY4jR0klKkffseEyfXrSUOkDqPIonwRfMg6YOJsK38HNNX821GgA06KkUxaFqvGIILJJQDDKcSSGFO0D3MDeyZ5hzHrG58mQeJdXkKaYCKsijxyoSNtsotoCQWmdf4AIEDSZk7zHSVDotjpJEWu7BBa2NnwbGAskLivEj98mj4n7WjYmr0UrChZxDiHxqxyEBRx0CQqADQlBABJ90mwoqP1T80oWzrJRXFZ7MqAQ5SZNMKYBUJN+TUiMDqM3Sp2wA3hg66ZzQz7ssMAckYOxYI/UxsfMZLmH6XhALDoXxeBe4F/FAhEdw7tmlRC0jPccaIB9COWgF7iCvd9wDGMEhXy075oNlplK7tOY+I0kCD1TEg3uwGdIyyhxfAP8QFfNSfCXAGiWT7Yl2acBTTIaQCyCgbAQePAUGGSFitEjmJFCJTk8nnMapPjhASbfDsUOXBbMGQAzw0GA60bLrGYQ5I1exyD5iBFJ4Fd4oZwYSPOQGWiGbiUbPLQvIQMhU1ilRpMTxIKGh8y4ZVgUSJP4UUpYwODM1EUReBUpfg+k1SukwqSMGunwiL4FWcoGw5n5Wh/hRiTRiIcTAsQCADxYLouDhuawGc2N3E3jN9G42QQQj+EoGrBETkODhFopBo++aFDLAgAgTVZa2g6twQKZM/8K1nRB73LhaMvgBjcT0QASFiQAgzeIo2WSYgZ0NVQ1CEaBQlo2gROMV9/oLLFYgIg2wKhVEvi5g1agiKyI6j0a5g1IBUigBmQgdCZDT7pI1uIZmkIZo7kkXxRkBKHkj1zpQImPQg5UEBQd8MasDTf1Mo3xPO2zmJJQWV0BA5hgG+UZSFtNqiqpyJ13sctoMuIwbKNKzlE0MhQgwoTecbXRoiAlJAEtBAXAwIWeS1aPHO4iHlmANGzu05agKH4P7hiuTvwopeQJs+MR8UZkapCfD9InzXSYBoSnjvWZH/UmvYvYcfXOOEAdqc+COMwXrDAGXo2POQUDAcJTWWW5RjRJetHrJuhDZgIiJnBjMm9Ecr4DA8jRgpXJpyu80z1kBCZoOC9PabFh0MyXmchBL/zkYo2NIQ70kxVLLJJXgSa4Yk2I1YIAye0AEEI0UIjApa2BfVMYKRsL7QIvBHCoXbZjie6kAtAkUguyDcoFpR9BGfiDMXPInKSpS7s2ywoF8QVqEDmv2szZ67RWUihoDZ1XGAouAjpt9wDegJqpMBMDPPgGt8wSwFWF5gyCKBgTIAq/SwISXRF+xwYktVcHEkQ41ENILELWzIVy8Fyomv0eeSEURK5w2N2sKOYXgRag4MtilgqrV39CDdQcMWQO1QC4lATHZCQXIgkpVqdLB4IagAvjoBUaN94/eB1RFTKsaXSaCnMXdhB+L2zRksGgGI94ErsTeMRyaWGVymgcpIbm5etiKWlGFMDsnDKVidcxN3Zg6X1mz2H3B3Q8w8IxWbi7KBxmAIPU3ky0rIuX2DRR5IVo9GhQCknPwB5BRSJlGFnGoTIBAj/zF3+HxAGl9gYGqG0WlhKXPxzEAivAGzg6rJ/YEi2zcuoETeGcEFQbHh+wk6rIgQhabTN3XSKiPz7wUPL6498rH//5wD8///f8IQKw/Jc9b4Cj5Pr/AQQMJkkA4OfKxW6EKsapShhD2FHZY5IcW1gnkwzCITQoEZEdF8GMr8FtEZZ4OmTDC+LkIlRu6sfgItwMRJc3B/6gcgjQgOmeB0zTBsPh/YRNY39RrJoYAKGMcDcIzyAafBRJVNyJtiTzczEUDIA8oO90QcCmR+ISeZjSToyGWy48P6gzEhPgObqMFdNk08pdznFkMDouJs686FPcSzcgyX+Chzs6l1w+hCv3aFsOgSQhYNAyHBlRzkCFfxgO5mEJ45oFdxknfwnmJGvTC1kh3NYhJzwBExDfFwcUX2A/l00pAO9MjhouSiPMWXGOmihyFYkBrAsviXeIZWhVgrSk6DNe14wIzDS9w5nE1qWa8a+Uc72GuJ0IxHDRJAHLoBmh1FocXHTBk0hjrDQA1BpKNRZk9MGsr2Aq6TuOyZCb5hv9y1KajAXNhwu2i3ik12DrGJjJDhB4jC2N94UbZpPmYVQ4RFxsugb03HcTnifvAiMzlwElo+SDuCtPiEHCO7VaIISREHCx2sNUqwSYvMaPFkHT4R91xr/GDK675hPlZpD5EVml8TAY9avYOL6H47NHmhcBA8PmS9kJkpAB9/ms4SA5MUh2L3i4dChGbaZPO9oD+aTOgAzbHjYOpX4yOH6HkJw0Qn7pAsRAVS+DvxjyHWEi2FBEcbIpagVcRY7AGqzNHRDSqPFaSLLmb9ZFiiA6sDYbhk0UmXY3wM5OxxAwndAJeOX1ILuzjUmi1ez0j4AJBPhNeRIDXJKmNJckchLDDJDBquTiK44QnKZBgJ70d6shbXIQkkZnUBuKBp3ZC2kRvJcwpcViKEACwVZgYIUlYWLbBjRmIJA8zyTHbGjEAFNjY4e8IiNqYjxl0uIj5GkANzXNxnkF7fjAeBgTLAsk0btaAuEqABGYtU4MiQ8MQp4ptmM6kdAuXNfzWhKCviSMRZBbmDsPonKTVsdIKC0ispbmLH6lA2f5Gq+OItgEdPQm9WLwynAbwVrQ5q7kRU1fl+aChRfo0ThGDEUBmfnxLmlu+HlgiUnhHFQwKyCOcqU18EXIHg2ChGhZtM2QWBNdgNg0ZIjAYAsea4WOGWFefjxkVh4HNZJ8S1O4EmogumQ2CEKKIyDsASVNmk5yvMxA4rRIgFnwZJL9E9gqO5pwVSNQ2/zLSI1czB2wHtzDVoh8b5pSg3yt31fogMwiBU8zQeZicFaTBbd5CLzhnn4wGvIe/9J4Elz0BXHJcsfpVaxCslUFbQIRjOLQNQI3D13pTWNj4BqfEfxpVqUFkz1qD+Jz8mG64Es+i0fRhQiHZQCRGImeA0WCYJOZKMAA5lpCmjNPQJjqRq45JQ8zT4Yk0NAE7enfZEyBdgB6IpSDz6ZZReqhW5n5GjxSH7wJwQikLDSUCM+REgF1YGSR/q13hYm8ps39Clw1Zu0FcssyES4jevMaWySDp1mGKe6bBJC64U/6UVPGyKiX6AevINyAkWJbY8ehNyahFq1xj5fyRAYZGHayRY1T26VmwcgIPlC1M2FSSCG6JF4JTGajYZm0z4qvmCUBTNKcaUloLCJQJ/pOWz4ckqR3pqfxJn80DIRnD4+oNyB5xfYnMuSGZogvTI5Y0NbIFTxJ22LSQEqEzVH1yWRNSumoa/ny9bVYiIBj1lKaG2/q4j5M1Yw4DnonLwJfwQABT9RgRkf3TIYWND9RLXbPK5ATH9R7TMJghtHDieZgKzegYPRghricWKVUSBOGT7cKY9Fc9b15X71JR2R2mGXVKBzQAAMKV/usC/2zW/CBrcaIBlp/I+AxIlxNPC+tBSUKqgHo9AE9sh0aksNxyqs0iY8OS5b+5DIbGrMyBke6RwO+kkWM0CWaYpFQq7RxyCqvQQvsvKn/XWaHUjP0RZsCE7uqGtd2wIDALSwxGjRvMFpsp8JvoMKtgNinvtGTitGVsU7tmyXSLsEtpf4LVC48qDbpzEKb5CJKJBFusdIGT5ktFisBX0iOAVR4g99XdjS9xP/gtEEWA0q4IxwXqyz2O/ZudcfF6msdkhd3/0CYK3f+ff4pCZv8q9fqDyxiHAQ4mdEYvgtaJk1xQnwsLmxo0KjZW8BXVYHjachVkcRy4OA4gcD4IA6I5xpdSHK8/ARQC/SGLVfIjhdDNwgSoxUjd2LAUqWjOAFoqtqkADUH+4ZoDZaNmZhIcJXzEdVxifubTQJ2Cd5rdJy2xNcEDUJ5aAkiLX3DfifpFIYQdKHaUKmJh8VoYHoMnP0q2aD4mtmnCIcQZUrooaSa6veRsSs1TAHQ4gD6behW45JngBwZbgJDJuzCBBj1JLwwGWNqUs4cjyPdsXlpFFCvgEUH4sLiLlwMnB1DJjN5VLQhGHUKdsGXcmHCDeiNMUWCHidV/jR+F3MRDOEBpinmSwYSh5A6PdyBVyJgs38rBIv+mSzxMhh47cpk4UX9r3lqRkxJI+Lirhmb+VDyqwQCJRAogUAJBEogUAKBEgiUQOD/WQjIlGAUyP9q2GRSfP5/Fi7/BhO7IrknR8py/LEi0n+k+hh1By0E5xU6jbEYYLjFyog1RT5o1A6+MeqAlDujGGBuQW3gwmrNTfOlsZJRdZhYAj1GN8aDRKCE4ol1R352KR56HANp0syEn8Phkj1KqgWPJZUe3Nq69CS+IAxpypmlbzrDvmRC1uQL0fCxktjJqcNIqKfRIrHf8JXxpaGgGg2KG8keZBpJ3jGRywxSqppCwJkkhmmpeNxExcKNIlMqBiu0Q0oUE2SIc0ZfSnPTb0p6GGO1isol4cO7NKFTZQjgMNORJUc94t7ADy/wAgLBQWOVjiy1SjY9nvKobhv6JhGfKirFJf2a4Jw/mrcrJUYjlcpGmIEx22Kw16OAiZouaL30aB4SxGVfMy0lB8MX6qfkKoFACQRKIFACgRIIlECgBAIlsbCvagAAQABJREFUECiBwH8OgRJh8T+Hy//gXTIr+JFKkxToiYYw4cdJd4wzxOGgCsVH/5BvnrsBDu7EkUU1fwo7xcl8dhPjREUI1U5QBrafGGCpQESeBUmsNdqYQs1w8tAO6g8ZNJTck9uOQ5jwxQXI/b/Su92rOA9eRXOhNbcJzfxDyaBvxePQILoXUUj0wVHfqEnof0QSqVNeIwnLVJNGv0LtIQQIXYYkHS9Rc5wvI3cbAe8qBK0JKlqIASlL1ql6uOCj0S3RzYhFIPOeG5glpKJKDVQ4PneYk6nEhTdLKqzF6zR+NZQ69axCaKpTrvR3dCYntbbQ39DoFK2AcsX0pZfxn/Qy9DYNhHmR/ExUJBEKOPTk1cPbp+gQndKFP5FuOexOCVgCTVLdogwmy4IzjoDROKVy1aJOAQAOahOtUhneQB31lhwX4KNafjxmIkr0hN6QM9D4A/V3yVUCgRIIlECgBAIlECiBQAkESiBQAoF/BQHjpPhXX5bc/5+DgJHppSFcuZLpQEQMujliyxxHiFsL3QZ1w+UhXdXEHJuQP+J3lVCEYqUIYaIn0Y/kTItQ4MFLfTwUF1QENCAbNdBIP6MyIqkKDgeVjqRjoKZ4PSRrEeNnQsmNekdbeMoIZVZtcgaFXhJNnDh1rELVCsrbNu43giUTkeDuwwW31KxMrq2D448Jc0SNS1a1IgoRZxaeNt4k6YNcch01w7gYDL1Gt27bSvl26pVTeI+kl2rVqxCUaKKTwUnmqUhon4NySnLlUQADbY3ij8lyfXisiMDGt8bEKXxH1jL6kjQqBmCNnjx+3HNVea8v1SM9USljSukwF5GoFNsgajvCwY7EUJIuckVjslFVxe30UV7ORIcry+mfqhTh9opXt9qP7N9rs5StUv2qhFKNiLWkjm7s4vng+dzcctelXS68WK1StXCEUm+coiaPI9HnqIEMTUoiQ9A6qvqc0dLNgKQzGz2PKevvkqsEAiUQKIFACQRKIFACgRIIlECgBAL/EgL/oS38y0dKvvhvhUCCcxhRIZI6k+kJN4/ukGcZUAQgwj9Bk1RfxhUl9UzSPpoFv/FqUZUsKPWMR6hIi/uNRFbOAVXiP4eXFMfxXPE+mofcRRxLKgUhXJh75njDBi3y8vWdccbhwlOFcJRBNayDm1XjCG+YWxmrtJXIPpZdrVatnKLiIEV9UEVAHGvk9OEd9W65syA/bKXKSISj1VQfQhVDiJSUAiYnncobKt8eZUbJrhqp1Xry0IEG9RrUadTwttp31Ln9lrq31fK5nF98MYfRoOfwJBqUynTzhoqQoy9yWhPljkx5erJerWSgcr6tfGY0T/q4yWcFWG5L0fmH72v90juz8sk8ZuA0IejSMae8BuW71Ag4Fdctp6PqvkmDowCu25mpI0lw4SkxjuEqTJNLpQj0EjPIe/v1CbfcWn//rrNAIJIosFgvxQpPXXfDTQ0at/901ueNat+NY48i3dF4sVW15QjoVGE4ZqSwTVpkHSkYrYoDgrpuyeMqcBrl04xM90uuEgiUQKAEAiUQKIFACQRKIFACgRII/CcQQCotuf5qCCjTKfnzp5GobCslwNDcUANCREKiVZCCFYkWS3EyiVQhanWRZ2ZPCUZIOUPn4yAUvEomBhCFgcN2bKgKOmcLnYV4SvQ36Tsq2Rzc+vtvaDrSE3kwzClfUlJQM5QgxkE9Ojk4QnAfB4yoOQqyuj12t9edkoGCRxvSPYL5vv+vvTOB92pO//j3rL/1bt1bt53SQrIXJmOUrRRCKdoxyNbCoBoiZSkyJVEiSyFLMQwTlZ0KES2itC+39a6/5ez/z3POvbdbiv+YGjee79z53fM753u+3+f7PrfX63w8z/d5Qq4ajlCGJTj/9BiSpVOmL4REYiy4/HBMDWIQSYRkSmhEmg7rQKpfihP897vzirAnzLY3b1j94H239e3VZ9JTLyAklHxVKGhH/kPk60Okpp9nHCdhC0lZhF3CgwWZhOx8EF922N945s9FhVBbtzrBU2PoTtvg/KhRSqwFixFEidWicjNSkSF9I0YOkluhKwlGXENtIcRMgiLVWECDJw8U/U/c70yY+EjDnMzT25yUMJDHE1lepGG3DkVQ6ZLvvut3Rf+F8z9HKV0wBjyLJB9ENiVmAi5gwVMDD9pkF2SSIqVM6wlUbmCAbwjNy40JMAEmwASYABNgAkyACfyUAF5vuf2mBPDCTu/sVcSb75RBkJ6fJgQCRqTNHR99+tbJJ5+sq9GLOnf89+yZIpIqLdl2/dXXrVmxqXePQZ3O6245qQWfv9f6pJaI1etwYe8lSwuQeRg+soL1G6/s3SckaTnx3L9eP2RX0lj53ZLzL+xg2GXndb54xtvvpSnlpHjq3vsjmhyPZ4179NUkag7hlFny3py3T/1TK8iya6+7dsX3a1BtMlWKsEx/txoUWgTJ2VN2unjy4482rN9YljN79bm1sAjxm1vvG9p34pPTTUpkj6zV5ry33+9yQXc4mOgHEkaRQn5C3+waNbFseM3yambeMvSaa67sNOhv9xQlyE81/5M5F13YWZb0w5seMeGxx20PG+qsq7v1mD/vg+tuuEENR48+vtV7H34EOxWRVEuK7h50u6Rmytn1F7z975K0EdciyC6iW4l/znjiuFYnymrswi49Fn+7DNsH7URyQM9rlnz61bU33aiGtZbNjl74yReQVSb5Jre/PP3B7BxZj8rTpkx++IF/PP3S2ylfKSMxCaI4hVLj7TdHG9aWBx9+1BKhJfM3TJ0y6+Ex99atJ1asXf3q6/+EzP5i7ls3Db7t/c8W5+blYl/goMHDoX/hNU2lU3jOcE1idSi5Bh3nSznfRVnxBwgxx40JMAEmwASYABNgAkyACeyPAIu3/ZH5X52HVAvU2h4T0l401FTFJdeyvvxicftzu9aoUePdd2fnZ8YuuaDrZ5/OLSgseOa5F4466oRXX5l5YcdO33y+pO0p5x/T4pjpzz377bcLWrc6dt3araUlZquT/rT6x/VvvvbGuHHjpj315BNTpiQSiRNOOAl+qGZHNo9HUQzJ+svxx9818u5nnp7692G33Tpw0JhRY1Af5+N5c89uf2HD5i3nvPdOWWnp+R3PRnb8eDgMgQGPIFxysFdGQKQn/f3vw28fOmzGC8/PfmNWk8Pq2YWFNevWv+nmW9PwYwkUdHZu+9udmTn1KXiSNnZhACuZKNU1kUzAzQZ/ImyBB9C6vEd3lMw102Lp0hXt2p2XX7vmvHnv9une/W83Dfhq8VdIHfneR5+2O7f9ug1bZ8+Z26Jpo04dzkymdsA7eOzxJ0149PGpzzw3ecpTF3S75uWZb6IuAUYcde8Dfa68/sSTTnn2xecXLfig1QknfL9qnRTO/Neb89qddc7atWtnzfn3sc3qnXdOm0QS5UGVvw8f2fPKu0aMHDnzlRnD/nbj8KG3bdtZAvFGwprcgAhdjTY5ucmQ26+6d/jQz+f/0K3nTS1OOvOv1/WFHlu5cuXLM14QTnLX9s0TJzzRvm2Hh8aNf+KpiZPGj584cQpYhcIR+B7hf6PMsH7lA+JHY/tq2E/fQsfcmAATYAJMgAkwASbABJjA/gjs8tvOirZjx47t27dv27Zt69atBQUFW7Zs2bRp04YNyAGxDlUIVq9eTQkYuB1IAmkPlQ2D4qeof0ojI1ui5dj+Sdcyk4ljjzru9NPaIpkHXTK3ntys5oRxd65Y/4MI1T6989Umuhvun5q1ufqSa2gkI+m5xU0b1npw7ORvv98ZCmXt2lmK+2zLa3dht/seHue523as/kZotYsNzJX89IOZUSE2rFjtmvhuvfvqnFw1ltz8/TFHHX7MXy7aTmPj/+n+nbvUkvSCopISzytDvg8v7Tnbdix/X4h6r76xAPnxPcvavuLbDCGemzZ13bZCIdWa+97nnrd5V8G3QuR/Mr+AQhFRWtcrduxtBSsXwIM378slxbRULAt2byzYtFTWj9hY4L322r/btDnRtTBV0kuX1M6Lffr1J6WelV/36I4devsYzJLNP8DsL79464OPZwsR+2z+SjLK9DZ+8VqWLO4bP3H5VkOote4YNZ6QmkVe6XdNaotzL+5e7Hh18k7s2vFKSnnppZOb5seF+Grxx+t3bo3Wqf/AhMn0BKzU9mWf4fxdjzy3lZbqn0MFbmrr3eSaI2ph+x2iQOt8/UOSnp/tvTRt5onNj/CcH998foxQQ59+ux7nsd7rBg3581mdcJzG/jf/fhfdHZygMtfY14cfyriJinzlT9/vxB9MgAkwASbABJgAE2ACv18CVF3Kb5BXEFnr16+H4Nq4cePmzZuhv6DCoMWgyKDLoM6qNva87U/V/s/Ow/GEn8oWHGNjlF/rWlDh7OJC47q/DkQOD8MsE6a1cOnyGwfelqLUGsodd9+lyq6dKtqybtvb/3z/mr79L+3SpdelF2zcvG3may80a1ZjR2HRt8tW3j96dN0Gtd9/640QPDxJ20PKeyVWipweTknx9vWGLG4ccvtlvXr26tnjyr7dJDe1fOkySL6rr7sZnjHKIKLI/Xp2D8lIvo8wRcoAgq10lIof+74isdPbnWKQH87Nq5/dumWDTcVutGb2WR3Oeu6JcUiVMu/d97WMjGNPzUcPypMvNFkJ2a6F9em6TmOT4xExhOr6DVvCugyP3IUXdJj91uxZs964c9jw7HBm0Y4EcqCYrpQUctsOnWjLnycycuL180RUD63fWKDl5B15XJPAgVmvWbMmh2ciODJtpRE42fuqAWQb5oh4o+68fc3qjQlbpGW1zZlnwu2leUokK6t+PrbplZWUFCULzfYXXEZZUCQvr1HDJo3zMRe2psFqfMI9mESROpEhReIzZzyDE6Mf+0fDppE0trH5VfHC2FNHWVtURcs8/LAG6ICJT2l9fGlxoWlQ5KRJptBIvh+v8p8e5kMFCEphQiS4MQEmwASYABNgAkyACTCB/RCghBXcflMCeAR4aUdWfTR6sw+yiKBimURaB2nynbSRysvLQ2bCEIqGIUs9So0hXaIXFRlZLQ6vhyQjSGyvR5QjDjvi6GNahDNbJs3Ccy7sUqtmnY0/LmnS9BzhJe66d+izM6Zf3q0nlTrTY5ZZiAwaVFMapeKQ/kOIY089JSfsKa7d9rS2qmcd1eRI3Zbr18inLCYwENkrQ7IUVmQrqJeGdJAIgpRMWReyhXwrGikRGZXR6jaoXwI3khB33n5t93PbOjvuf/gfz9z54Ajk8UCGfqT7d5yIooYUXUMhNtmGABW2hOSYCVkYb/1rVtJKYrR577x5QacLtVDmvfePf3764917X+dZNiVtlGWDasQJFekzLQP148y0FdZCKtL2k+LyZZYeTyXSCkSqitwtXjzDLweA7JeWlJeVK1kWlcpGpQEIZlhJiSXrmmXIMKJJsi2chOylFDlOGVzgN4P7k9K9UCE3jI8bdYR3WmEsOb9RU0sWp512NOZEBk+MhPoMFgqRo3qBC6UYpSQtZA4pbM+1In5Z71AITxSwAYEq0PlaDb3wG7k1K+zHiNyYABNgAkyACTABJsAEmMC+CFT+5/99XeRz/wsCeIuHGKts/hOhlI/ITkgv+no0FI17z784BXICPfFz+omtr+h3FZw9ogQV23AjcvHL0bjbvv2pA28bcO31Nw4aPFRHmbOY8tWX72eEtFSidMiQIWeecfYprU+WFCg2xdEhVyjnP+oJyHpOLBK5pk/fwQMHDRg8+JLufbfuKotmZUciyjOTHoxT0hE0Zc4nCxOGjGrVuN9vyMroprGLyyhbvux7v5Ps7Sie89787MxMLOmU4xrHo/LIMZMWLlnfuXNnWiTu9FwSfZZnmibUqkJ5KnErkmFq3y1ZMebBxy/r0R1ya/ozU7td1KE0WXzDwH6dLusaj0uRSBbqXKN4Akp801wQi5qeKIMAjYWjmaldOwvWFdB5TFNQuHWbiRjFEAnK4rdfeYXsR2EAKeOuUQ/Xyc9Hl7KyUhS1S6fg7iKBpeoRR+AEKomLRR/PI9mlqTvXbNq4YQfd6E8Iles4Lu4VMsoVRNKGhU1wyPyJMz4fFFcwqfaAjHybvrr0xwa8cDhspVOOWa4WoVih67BwnyENR880ePxV/ggqrvJvJsAEmAATYAJMgAkwASawmwDeHbn9pgTgacJbe/mLO7QZ5fSgH8gy6AQ34prOLbf1feHl55599tmtW0qnPvr44mWrbrz2KtkxRCQb8g4uLKT2v3/MoFFjhj/5xNSCrWXPTn+xd6+/7iougtvOSm//bO7csh3FI+4Y8c7bc17+578MSZQqacfY8MJLk77fnDq1Q78MKXTxX9os/+rrFd993/ni/g8+/LSlSHfff9ubrz85deIjOws2PfP0CyMfnJSWc+ANQ+5Ech8h26TihuD8Ekb7M//y1Tff/bhmba8bby5zxAXt2sZdEc6Qh/391hHjJv6pU/fmtWMxuLXgx1KdtOXIIReFs3HrtOdf+ODjJbPfmnP7LcOPPba95UZGjhwB52JMC70/Z86irz5fuuKHzqe1KSn1/jnnPSinkCRrluELHxs1DSKxcLGntGl3boMaNU9refSSpcuWrFp2UptzyiB9lay6NXKu6XnOLVd2e/ml579Z/uOA64cvWlEwdPgQRFNmhsPwdIWjspAN4W4VYfj71IZ1mvbucM7f+vScPffdhYsWn3F6B2TrDGk1QBhPIySJkCyjagO+ojoD5V5B9hESiyS/0EHRqZCccA0XMo+iIClJpeopVhoOQCekG58vnIdoya++/g5lG9AfHkeoRCrCQMcka+nTv0AH3JgAE2ACTIAJMAEmwASYwE8IQC1wqwYE9nprp9yDeKuHNpBlPXzDjdfvKtx5xRVXC3F9VLIefWx8qz+dvGzFZmGndTh30FEWHbp2Hrut4OrrrxXXD5B1e+xDozt1vNhxjGl/efu8zu0hJtq2O/u2IUPHjH3g0y+/aHPqCVdc1W1w/xs2jEjdO+yWr79cdG6704876WRs62rU6KzP5i/UsuKX9u67rbBk0I0DB984MBarMWLU6DuG3wMHEqpP61AflGcSOTck4Rh9evU7+aTjsG8tMyP073nvN22Yj61x8K+179BBDHlmwM1DXZQVUFGRDUXPHIQOIggxKysf28cmjh83cew4yTMbNWxwz/0P9r9xQDimQ/jcfefdb77+WquTT0Gc5QODrorVbTzittuv+OuN2TGoJmhPsIGPCzGMsVAoMxZWFy749IzT2pxwwnHQVjf3vSrjux90WUE6k8kTxtYIS70v7yVCUd32Xnj5tbPatoFmys2OmUbC32jnYs8ein3rYagz8fRzz04YNapjh05gP37o8AmPPoNwTQSa+vLMoVyZqEEH3UYPh5xnCLXEvx88K3hJ8T0ntwYWWbfhEQi/DOtULh0+vLAm169dEzds2rAOt6uqClWOgt+BgNv7Lw+Pcq+/hL178HcmwASYABNgAkyACTCBPy4BCckmsXokOwkYBGlPqn4iF0plw/lGjRr9cWkdlJWTy8WnX+4F9d/ecRJqAS/5kA6aZxuS5u+aQlc/3zz2xsELhU8IBKgJ4aZIYQiEQmqG5WYi/z/dSaNCbaGPXWZpUS1hJ7HdK4TISYo/VISkQwmhUxiRfJ6bsrAVS4lChShQSNgN5lI0pyfSZelwLG7CLEyB+ELcJ2zTTOpILYI8lFI0sME0DD0Uwb4vDdGYTpnwSj9597MzLr97zZbvakaE7qfCh6EadrpZlgoDUcmaEnV4OhLtQ+qRJ4rGxt0iZVFgpK4gb2YUZa9lrSiVjkXjGuxE/hYoRxhmG7DZlSNQU3CIYUwMgr1/ioSzrqOHYKzipFAVGysvSSVyo7TdD+ZDNNI1LBzC0zVUC9Gclh2i3Xf/mvxC2zPOyjiyEaaxC3bVqXvYjPcXnHja0dkqfGhwNtINKUkNk2BOCSvl6XEoWdTTw78eCS40z5RoU55nKVn0MLA8nJNKJDXkdwAn1EJ3sOUP5vtPOZCFOF3+F0APg54jNybABJgAE2ACTIAJMIHfMwGoKiTkwwqRahIH9A7rNxmhXj9pVUHwq2JVGr/JMcQKfsrzEFZYAP2BkDroD9r5JskRN0VPykWOR2wdk+Hy0eg9H5qB9sUhGwiabngUrqfRXi8kyYAeUISjpBHJhz1iUQ1pKsM6MiFC/SDBCQqh6RB2EDTwHcGl5CqyFtb1EGk6CAuM42BLHBSbq0K5wZIguhO7wvBXhl1duh6l8f3derAEZachGHGgUgUz2ygtfHHyEz169rt54M1Z6AjVQ9Gd0Fnkr1NVCFEds6rC0RFACSmJ69QryNeCUSCoFNO0kYlEQJ65clYUC7Ch++Dow8qoQWK6+OsmeYqISiWswalF1mMfnaZBaylQelifCg+cyIrGqJ9A9hEXvkoyGPOR4grBVyZkuN0c204+OPbhJke1fG3mrPfef+/IlsegpPiJxzXPgFTz+yP6EcRR4442tcHxqEcgAD0zjaswg/6VEbsIHhZSVEJCUlZMxMBiKQJPUIPQxJyUp4Qed7kNNDK44BNH9Kt8cTjixgSYABNgAkyACTABJsAE9iLAnre9gPDXX0kA/q7gPxOgHh2KUTRt2vS6664bMWJEJBJBDg/854Tg81eOftBu85CGskKdlZSUvfjii5MnT1m8eHH//v3vuOOOunXrIuckJC/0JRUSRytXcgfNIB6YCTABJsAEmAATYAJM4PdO4Fd73li8/d7/NA7y+io1G+bBMVy9OIB+gx8s+ERiSRzjfOXVg2zRfzo8ufssBKPCPwmXoO9XhNQMRiHlhlhOKDzL05BMEo3FW4CGP5kAE2ACTIAJMAEmwAR+LYFfLd7oVZsbE/jVBAK1Vnk7FBqOodbwCQmEv0tU4q7Gyg272Ch/JGQbfuAbDMwOVoGvpNzQkJuEyon7qUroOzcmwASYABNgAkyACTABJvAbEGDx9htA//1NCZGGRQVCDson+IooyqrH6ABfXHVbO7bJ+XqT7Kp0uOG4MsiTdrj5zXE9360YfONPJsAEmAATYAJMgAkwASbwvyYQ7OP5X8/K8/1uCAQ6rVKtVeq3YIGBHAocWdBygUeumq2dUvpQ8hI/4Q9MxbdgFYHUrLQZSYAg5PBZzexnc5gAE2ACTIAJMAEmwAT+KATY8/ZHedIHaZ2QbZA9UDs4QAtmwddACwVn8BUNWihQcQfJkl83LNxuMBWt0lQYGdgJ2RaIT3jhgjN+dstfNw/fxQSYABNgAkyACTABJsAE/lsCLN7+W4J/8PuhygIC0D84IAHnSzh8+pqITlpUhI02wlV2Dm6pDp+BSbA22PAGkyDYYHkgNQPnWyDh/ONydVodLGcbmAATYAJMgAkwASbABP5oBDhs8o/2xA/weuGSgv7BZ6VUC46DaYKdY5XBk9VQvAV2wnhoy0B2BmeCaEkYjJNYEZZQbY0/wE+Uh2MCTIAJMAEmwASYABOorgRYvFXXJ3OI2BVImqrCJjiGHMIKAtn20z7Vc3GBzXvZhpP+PrfK8tnsrN6LEH9lAkyACTABJsAEmAAT+B8R4DfR/xFonoYJMAEmwASYABNgAkyACTABJvDfEGDx9t/Q43v/IATwz4T/pfxBnjUvkwkwASbABJgAE2AC1ZcAv5JW32fDljEBJsAEmAATYAJMgAkwASbABCoJ8J63ShR8wAR+ngD/l46f58NXmQATYAJMgAkwASbABA4uAX4fPbh8eXQmwASYABNgAkyACTABJsAEmMABIcDi7YBg5EGYABNgAkyACTABJsAEmAATYAIHlwCLt4PLl0dnAkyACTABJsAEmAATYAJMgAkcEAIs3g4IRh6ECTABJsAEmAATYAJMgAkwASZwcAmweDu4fHl0JsAEmAATYAJMgAkwASbABJjAASHA4u2AYORBmAATYAJMgAkwASbABJgAE2ACB5cAi7eDy5dHZwJMgAkwASbABJgAE2ACTIAJHBACLN4OCEYehAkwASbABJgAE2ACTIAJMAEmcHAJsHg7uHx5dCbABJgAE2ACTIAJMAEmwASYwAEhwOLtgGDkQZgAE2ACTIAJMAEmwASYABNgAgeXAIu3g8uXR2cCTIAJMAEmwASYABNgAkyACRwQAizeDghGHoQJMAEmwASYABNgAkyACTABJnBwCbB4O7h8eXQmwASYABNgAkyACTABJsAEmMABIcDi7YBg5EGYABNgAkyACTABJsAEmAATYAIHlwCLt4PLl0dnAkyACTABJsAEmAATYAJMgAkcEAIs3g4IRh6ECTABJsAEmAATYAJMgAkwASZwcAmweDu4fHl0JsAEmAATYAJMgAkwASbABJjAASHA4u2AYORBmAATYAJMgAkwASbABJgAE2ACB5cAi7eDy5dHZwJMgAkwASbABJgAE2ACTIAJHBAC6gEZhQf51QS8KndKwXHVU8GZ8gsuvjlCDgS3JPAVP+hNlz0RnC5X4/4dduV5KbhaZWTP7+EK179BDoag/v55HKD5UwSH+/isGKx8xr16VBlmryv/4VdatPDNdz1h+EchKZgbnzLWiF8aunhEAzbv2x6fFY20V6vgRqf/c5uJcGBcxad/ovyj4qonE1XYRxNUAU7ddi/P8e9S/E/+YAJMgAkwASbABJgAE2ACPyWwvzfdn/bkM9WCQJUHFhxCEOCg/DTkVqBAfHWz+/zepgedKs7u+a3ibPX5vdu+8hWVK8zd5yslUDmH6mG7b4wnQxSS2txtLQ4Dg30z0cFv1cr06gGQrWACTIAJMAEmwASYABPYgwB73vbAUe2+VHnjD3xE/nu/DC3gywF6fL5OI8P9S+XeJ/9kIAeq6IRgebvHDLxAwdk9Piu6BPKjyqWKC5WnfnKi8soBOtg9AYwhD1t5232+4swv/N63OPqPh/mFWfa6XDEp9Fv5FZwJngg+cUzSrvwRVvTYawj+ygSYABNgAkyACTABJsAEAgIVL5fM41Ah4OGlfw89VuW7TDKAOlS0SmFXcaLK7yrdqpytdodSVTt9tbPbxOBSIHqqdtvd42AeYcZKe3723xE9FBiC/vSzW6N5/umfe0YH03wemwkwASbABJgAE2ACTOBQI8Cet2rxxHa/0MOcPb6QeXu/3uN70Ce44B9DFvxkuxTO7TlYlZGrHNIU1PxTe5yvOnGVC1VP76Uk/YF+Vsn4Pf6TD/JNVZ2xiiEYZvdce57fe4aqI1S9tkcEY/mF3WPuMXFw9eenQR/MVN6HxkGE5+4depVClEIly2ehDnhQ5Jor3w5XbgX/YgJMgAkwASbABJgAE2ACexKo8p665wX+Vo0JVD418uTgC/RC8BP4gsqFCp0KsmBU46X8kmkV6yrvt6d0quSAlVY5/qUxD8R1EsYVrcrU5egrrgS/YTSdD7pV9PB/l4+yu0OVofYcg78xASbABJgAE2ACTIAJMAF+WfyN/wbw3r6nINnDHrzhV7zsV56nR1YhHUi8Vd7un8TVymdKVytv+8WDirn8uyq+/OJd++rwn827rxF2n6u6AEkgf6OfwnFv8yp3jlXtvnuQnz06cNZWPqrAPP/TFRY9BRy7eDAVj2a31HRdWtGvMPtn18QXmQATYAJMgAkwASbABH6PBCreJn+Pa/udrmnvF33ogkr9tp8lH9pPOViwv0Y4Ep1KJ6O/WFys4l3cLYr2Q+KXTx9wVrCw8pGhzAOCWyumoHBQGO8LOxjmVQRY/rKR3IMJMAEmwASYABNgAkzgj0ig4j3yj7j2ar1mz8M7Paky/LgO5cYPfoJ3fTw2uGyCcyQOqC/JAs9OCw+uHkF34wb8qtAzOBH8UFe/eZaN7CauQ+LH9YerFBnlPSpnxQFEkkPTYEj65pWbRIf+vTiguVwJV/yLdOK/b5UmOb6dtGwUTHNgDI1tuSlPmKaZLp+osvdPJg5sDsx2K3K6+AdgKYM2WrBAy7FpnUELCFR8+/nfdlDXjYAEP66/m42wU8MvMg9JZfx/dGQQnhs9IR8odano6h/zBxNgAkyACTABJsAEmAAT2JMAi7c9eVS/bxAV8NfgHR/qhbaw4cgXAaRiJMVySASgxrafrcSVVHyFrHIl8uqonhKmBQVZDasuDWNAMqgqBvXzgThCkqEsbF8RVe1YeUzT0dQCI6OR1vGg2ny1FKiRivhNyW+VN/6XB0HpbcysyP4SSTNSnXJFJiAqVRf3VF3BchyIVt+2/c0Iu8ov+aIJyk2R5ErlKUkKGhakyHsUYKBbKu7b38jBecU3kLoj+wj+YUmBMJZJIioUNIlhkLzEhcajIxgBZOgLG/BICX2FqPz5efgqE2ACTIAJMAEmwASYwB+UAIu3avrgoTSgjiwz7bk2Dkk+eA5JArznWxa+QmIkEUKoUs03qDnbTPo+N9cXB6SpDEeY1H1385VWxddABEJwQAmR3KLzlfLDVxcVPSt+qyqVInBJ4bn+Tb6qhHJUZBMnoaPILIlEpi/zKu77r34H+9xcxyYPoacISYcN1ChNpIUVGR5oSOm0o0BzBZf2PSGkFHqSTlIUoqtA34KtrMJPCOVm2+S/BOFKvxu+7h4PS0NSyMp0kRT6uOe/nXJvm38PjLYNDAVKqE2HkeG29LC3Db8tEYhQ27WwHohuwolnqZLyK89LuW/7+SwTYAJMgAkwASbABJjAH53Ani+gf3Qa1Wj9Fik0SdN12VdUVjqpQJ1YppB1WY/AULzo+4KLAgkV2dU0zbMsyj2pauQRg0uN3FHlLeiJL5APdJJ0CPny6DKJIvI/OSRe9tugQ0iEwA2oSn6kJakgYVOIpmk5Gib1D/BVluVyLbjfwf6DC4AAhyN0I3HAbL6nEPfblqUqqiMUVYq6Qg1FSPw4FYGL+5gAlpNjDWYDAa2UtJyvhgNrVfjyoK0sj3x6PijqWVW/Bd/39wkPGoBjZAhE11I1fCmHrWgh+N1IJUIXKuRjgxWSHJKEZtkeVoF+yZThT+abt78p+DwTYAJMgAkwASbABJjAH5sAi7dq+PzxBg8xBqVhQWCQBnAdLax7liFUGbu70r7mgqML0YJ4fjoCHhFPCf+RFjagBzwNOgERgFhYpWbb9yIhyBzICrizJPKkybv9SkF/SJxKPQdZQp437A5zIRCDKxTLCFsUTcEnvGA4ID+SJNnwvVW5t2J2WlfF8f/3N8ZRJMX1bAqLhHzFkjxTeElFJ50ki4gnQugDWYSpFX2fw/rzklcLDkPJV3hwIEIFIpyUUEKB0jVoP1oL9StXxfsc7KcncQNGoqcEfQh3Hjny0MtxLShky7Yg1cAG5kk6TLZkjUIo8RX3hVQF+g3z6pEQSUouu/hTvHyGCTABJsAEmAATYAJMoIIAvy1WkKh+v8nXhMA60kEisaswmUyEw+Htau3aOeQEUxVXxmYzkm12yfZthidbUljOzM2ICcWTPduWNZXurNLwFaoCUgLCDrGXsqYFCgueNET1SUEEZpX+VQ/hs4Im8TUeTksCyU5UedvmzYYcg66rVzffd1z5+ofCLwP5U3WAX3kM9xTNJ5nQcCSwbEOELTNVsnNn0vEyPDc7v06oPOZTAypsASTV+tPm2Da5LtFk2bEMRdN3bN2+ePHiVWu3YvWhSLhly2OaNm+enR0zLU/XgiFpQsjjgNtPx6x6BjoSwa0giW105M/DhjpFRvDk5i07Y7HctBmuW1MXUsos2b69zFBCeZadmZ8P9xz0m5RwPV2GaLQk0tL+NsWqQ/MxE2ACTIAJMAEmwASYABPwCbB4q7Z/CBSjGPiAkiUlRx7ZfFdhISIcjYzm3yxffEzdsO87gs/GFunSo49sWlBi2VJs8H3j7xhyFQLyVCQjwTUEOpLe2scaSblBlMjyqhUrbMgOJVS3USNdU/bSe7gzOOMn84CWoQZlCKW3csWy4485KelBk0ifzp9/cusTTNMJ6UjNQW4leAWrtPIbq5z5/x5SbhFXhEgNYvE4gtOqcMCga56YOluWY82OOHvhF69HorThznLKKFZRxDH0T1cM5WamUuTgElLhzh3X9+//zzdm4660p+mabiIeFU2WR466b8jQm6GhoEV/Oojvn9u3szqdMtasWQPY4Yh+2OENSW6axubNG5sedYxrhIR82JbN39fOS/3rree69rkLD7ZJ8/ZLv5ktKQKPSFUk03Wg3/Zl+P8XFPdjAkyACTABJsAEmAAT+N0T2Peb6O9+2YfGAiGb/G1p0VA4EongkOSEKQbfOtT3B8Hnhk1utpDdnMwMklhyKJqdCxVSLpVs7Ar72YX6ue1vueWWli1bHtm8+SOPPPIzvW248mSZwjhtB8oNPWEVRFrVBuUWKL1fmLfqPb90jCVjNESQ0j49Xaf1qp7rGdA/junWyT9cV/2QRYRwknLzd47tZ0w9gr2C0tLFixsffjiUWwiD+UksA+WG7YUAd+ewYUe3PNGnXq5aA5j+un5Ogm7cuPHolkcf1eKo448/fueO7XgIuh4CNBgOTahocUImO6pGexHR8nLrYocedKkf3yo0f8NcEMa5H/P5NBNgAkyACTABJsAEmMAfnQCLt9/6LwCKAD8QB5TQP5AHCIbEc8EGM8QAQlEgq2JxTqoQ7/wQApnG9+/PmPj6eyt3qWFDjQrVQEYP1S4jR5tXpDomtn3hZmRnFFQ2wHZkKCzT81IStBykAvx50BDo4uIOUyS/bZ2zPYxppWhJ+PAt5PqhnB6lFJ5I1lBmExszIEYSWRmxPy7kyshNgm1ymKCUfEXYgSZbhkqb82TXphQiWIZLiS5hra+mUrabwGCY1KSNZki6SJoPusWDh8v3L2L1uB1nKeEHSSrawkZORcfWbN9mOWq4EQcmY55EqHZJJBu9JXuju704JBK0aw+WR2SRhehDiiR1Mb+B2eGtowGRIwT7ybBfr2BR9zNPxkVXaKVmPVM0rdHs2Ev79qqfY0XMRFTDXeoPy7ed3fGqtJ/7RBaGIhISklIiOYtQUxgEaswT2HlYhg7Y/WfT1jnsZNPUtWENlueWpOqn1TqWCAknUUMq9TmHHMUADZGumZ9zSrsz2p7ZvvNpZx0rIiKFYg1ChB0Rwsz03CgDJsY1hFuGBKI+C6JppOlhIKkMxnBJc2NOOkNG4v928LiCzXv+BQKL7Csw0xVF4EB/WrgZP9yYABNgAkyACTABJsAEDlkC9M7P7bckQN40v/kHJAQqTlT8xmv47gbZAO10ySWdV29aHo6hd1hYCSRkDCvCkDQ4pEhTIAEG9BYOPUeRwqlUurS0FJuw8mvVhioiAQWJBU0GxYSrapwkgOzqXgLCL2lTxCUko+SmFElDVF8ikUIuRD0WiWdkQAhqCA2E/HNSSN/v+5CgZ7yohptc07J2bt8az6wZzURqDor6RAoPeOmQKtJMFusRKCuptLQslTQURcvIzNZCMm3ykoQJhaZKlmOEEa1oW5KqmIZVXJLADrKQHs/OiabgX1T8dB4IxzRty06SFsL+sAgSlggV+fdlC/4tWJKGLKOAUN1IJyLhEJx0SMRPG9JAxSiZ8NiTm4qEiVT+kMeK9NXir5q3jCOSUrEefve1Vy7ufg2kmqPF5897Z/4X687402H0z4OkJsWvVggfCEFsUdNDWLBfH4EemGfJXhjbAIFUkgwduhuHSrg05T87eAvNFGI7heqc0q7N7LZv22ok5SspzTWpVJ1L+/pIvEnCKEsVlpa4IS83t27aFGEdjkZkGFXgZ4SUVUIaeG3dsQ3PJ67omdlZkJSYX6EoWTw5mg5AkMPSP6vhEmyBACcb8ceCX9yYABNgAkyACTABJsAEDlkC9JLJrdoSIIfJni/ctRo2EOGQSCUeGPM4xIJp4Y1fySpPby8ZKrxDvj8Gb+xmyUcvTa0bzcqJZdWte0Tt+g2lsN69V88N27Yj2Ynwil99amJG/OjxMz406K8gOWpwnzOOPeaCHiOSyAnieSGn5KUnH42EQlk1smvVz8/OqRGJ13pl1ke2nzcEW8hCCKOkNCdxyMGln37Wp1vXcCRar+HhWVk1wtG6C75c5asajRxwlqHr0uxXnm+YE8vMycuvU7dmrfxYLN6tR+8NW3dCTyKTCKRRCBGEdiKxde1N/fpkhjNq1apbp/7hufUbqpl1Zrw+D6lbSJpYSeEUhaO+kpKVRCoNR18cafqLis9odUqzI5od3/p0VclY+M13SjhmGCharpEzD93tIiexfciop4qxO06JiYy8r75fBOUWtpIKVK6UcW6XXq9OvQ9yWNhbhWLc+9AEiLGSLQXHN23UqGlTLHPR8g1pDAW3pZS+e2DfTFk66sQ/n3VJz5Wrvw0rsaZN/kyhj7LhGFvr5NQMS1nLlq5yY3m+lPZEVE9BVorieS8/HdKizVq26thtAHR42C264qJ2zZsfmZFb56OPPxp+z/DczJqN6x3WMK9eWFEnTJqe9IRJmGFhUqjJpyeN1WStXt3a9eo1yM7Li+rRaa8tgG8xadEiSwtWXn/VpYNvv+WG24Y9PeujlAzfm+Y5YWyBJHenQr5NbkyACTABJsAEmAATYAKHLgEWb9Xj2SFczn/N3781uE5t49aNwoaAST5x/6gvlhTIWlTYkpWEMwn+F82CqwtloXHspQZf1a9rj4HFKbid4g4C/KAdXGvWzBea1q03f/4ChOfN/egTvM2nLaFG/BT8rrfqu6WbCjZjF5mw0t3bn33VNYMlyKogjyQiMNPFvbt3ufmWMRCNnhdGkkZ43pALX5Yj/fvfPPOVN6HWKBs+gvSMRLvWbd6ft4RuhSSTnMG9LuvWvV9xmUFlxbUw/Guek3p1xoxG9Q77cMEP0G9w+nlmybplixvWP/rpZ1+GYehGNqdK3LLiqy/r2umi3qQ9oBU1PYmqCeT18yIhF9lZRFnyhOYtFn715dqNW75fuvSRqU+feNxRuK77e++QgFLAJSUbG9etIvmnIsNKtHPPvs2OqOUHgtJWOTLScc+75PzmDdADzfxw7pxdpaKkaOe61bvWrl4nR2OlMJ4ekyOctFG4BaLxh+WrkPMSXi8MgIVa2CrnOTKKDVABbidlGgbJJSg6eAux/xC90rJkRjSxftWPBYUJfIcI/27RZ2vXfF9WVnrGme1H3jvWoQwmFj1B17lj0JAnnnwLh6jWDpdct7PPHjhoKNVrdxFP64UU23NTV3a99G9DxwkNKU9CiWTJjGmvj3/okSnjHllfsCsB4Y8HS+URYAH9gdAfBzcmwASYABNgAkyACTCBQ5YAv8391o8OL9W+cgvsgLqgd3p6067S0MH3O5H2wHWECXplCKLr028gBIVwQkooTHumPDNDCyEph+YWv/HsxCnPzy6FT0bUtPXa9498sEfXLoiig0NOceQL2ndJu/GzO3cffcfAxjm6jahELdLi1Pa33jOpz6Unot71A3//25z3lyYhLjytRavT/vHohMa1lIhnysqOiRPufWPOt4Ykoeq1n8Uf5dd0W9R01Nr33Dvi5OMaZai27pZALVxy/iVlsNQ13n3+uedfmpMScpnIFOHMUffde+lF5+JeSDihhM457+LCFFackJ2STh3OIz+SkG0R6tjx/AfGjG6miCyRwna+D9+ZNX7KP9NSREgxT41iNxtETG4WlT04rsXR63ZutyQds42b/vSVfbuilBrpNShWj6IeDS8Blbn8+xWUtBLiSMj9+l0JiUp+NmxO81SqI4diddHY6W3aUOwhbvKSjuQ5GqIxBZL3u2UJiE48GipFICthT0awJQIVsdtPVjKG3z3omht7UiUCVAuwpJtuHHTHncMyc8NCxbx+zW8IaxJQCmrA0U4005YlCvgUSsROeXEVVRjgCw0LL6t//6vya2Yj6BGDCU957JFJEH3IFPPQiHve+eCbUlMV4dyj/tT2/tH3186W/MSaOx8fM/Jf81bDfWqJsGmJOHQwQloRZgm+/l8ONLBnSdg65//9YFxuTIAJMAEmwASYABNgAockARZv1f6x4bW+ylv3yMfHPv70k4qLDBalmxcvmj79PRHLK0xTbCB0kmOnySNlp4bfeQfcMwjME5k1V29eOWToDc/PmDZj6vgYFYJ2ikuT/3hqZqeuV95059AuHc7w61JrXXv89dah1w67qUvRtmX3PfQERJSnhO4d9/jnCz666fobf9y0/pILTqLBXevhfzxalkKsYwy6CIGJLvLsq/FN2zbePuSOBQvnX9HjbGzv0kQ6nS5evHQpbLj1zrsxmi1nqNn1C7ZsvvVvg16c+fJL0x+FMYiTFKXGjFfegWdp/uw3NxTAEYh5Mx995qXXXn/plsE3rVi9rEXtLFKJTnrIkGFUoNyFDPLzXbrOh2/OanPiCeu2rIVScZXwYy+90euyiyDQSKQh6hHJPyQL+8hQNhzLhosMO+AkBdvGsJcPLi6MiXBEkUKRBUg0rM2yzmp7FrnycKOVXLtxtazJ0Hq0KU7YYU1HIXJ47gT2FqaT/r8cKaJHa9dp8PfhI4cMuxVDynIIWO4fffeIe4Y1PayB5CX8igPQbxL29UFT6To2xKGhujk2FGKiEGIiDRuPz4Os/fzHgtHjHl5XsKHLRSeTOBTeuh9+KC7cWliwcdSYKRhASJGRYx5Z8PG8m28auGbjxssuPllI8AdaD9z/EJx9nhqDVDRB3HXiEdqbCHtRJZwUp4KloDABNybABJgAE2ACTIAJMIFDmACLt+r18PA8oB187xtevKlENx1DcsD94sfmwfFyabfLm9aLZZI/aueA6/tuWL1Zq3E47pIV1fEMuOB2bCtcu5li63Bu2stTM3OxywuDJC/p0eWo+jEIFyiQL5ZtteDfsUojeoI8SvDU2JTsRDibNqz+1nd/0X62hvkN53/w5ccffLTwk8VLvt8CfSI8fcGHnyJhYwo7wGCfBa1gvTjzuYwcBBTCxsj4iZPjEciGEnjaPvz0oxXrCr7fnsQX3Dhtxqu1MhFliI7hCy/v0axBOFshkfjpJwuQCGXmrFdgvCln6HlHdO7aGesniVYz/tjUiSRgsYTUrg3rtyDthmQYUD7wVymGs+zrxb618oW9+l/c5dxs4cL3SFqWagjYMqXqN3SKdUTGRSoBQHW8LSeiUIoVdKMEJ2HkyPTDSlWtuGgX3YvMHg4yX8JbhWLoiDwEF6RjSUN4eeSp05ADhYSQJKUSSUhJuO/S2CmITihnEMsoTvg6S5gR2dNIQMlCj+pw8yHtpYsQUTTk7vRHNTxVj8AqjHX1wNsOOwxOVJjv9ut5KfxnCvJ52mV62Fu5fhVR9u9rVK/Bwvc/X7zg88Xzv1n41Sqa0nO//mROaqdo0LDJ1l1bthftKiouGvDXrvDLYSyKHSX9Bh8k+eFoKm5MgAkwASbABJgAE2AChyYBCs7iVr0I/OwLdmGZqsjRt2e99OdTzje8IriO2nY4Z9PGtZRU0LKiEfIbFZUl8AmXkSSrtermQklAHmh41Kb1l1NaLd3wIYL4Fi9fTQojrCaNElJ5jqtpIZpZsTet+xHuKiFHPMvr3e0y3AYfnk6+Krz7Q/Fgexii/jC4ZpJ8gxARtevkBvKKUkW6ErZ1yUicgqLakqtEopQmH3vzPD0ntyYSPZLewGY4Tz633WmPPTcPQ65atQoFxUOajq15GL/JUSdGY77OwOiK2ahpY1JPqNAdNnYVbhX1a+oUEYkFw144lDTHhTATb7z+5j+mjKbYRYwBLQZBRlu+JFhOABDniDhPRBLiguTt2LHDFo2g4Mj9hRU6DsIfcf7LL7/AQkg1R7IbH9ZY3rETy4akxNpxPvhUyNMIhxe6ufF4JjqgMjkS+KNEuGPrqSQiMMlefFEtCnfVUR/cMBHgWiNTh4uPIJOnDbv+UCwvmjasoHudBg0xJs5BDGoaVXKAzIbFSCC6esMa+kLqTel18UUoYKCKBGlUOkETIbko0o3iYcSz8qA3oQvJWhdBmpgfDw0cXT+/DO7AMTcmwASYABNgAkyACTCBQ5KA/5Z5SFr+ezEar9O+BCIVFLxZ+2c8hOh5SH0BdxElv0d2ECwYfQw3F9cbnXTcDVeeDdeK7Jat2/gDNjTBM4OM8o5J6Tni8Tje86Gvgtvp9R5XEQroQBJ4OA8XVAi+H7zgu5KnQQWQDZpE0gnaSVUolk/QbjL8IN8FPkkn+OWksZMMutCkDVS0myzQDgj7K8+FoSJPv+9SQn/cgCrVCBTEIckVqArKaA8RQiqEvFtBc13SGKpa3pP6kveLRkCTDFchC7DZC3ei6ACpEiTfxy8JW+PCaZeMpYT7pbvuGj7JdHEScsaXd2QJ1Bn8gJCO0WNatoIHT8V1xb3nodHY0Yfyc6iwgCjTCOIssaSiwtff+pwIwh7kYUFMpRuC44rM1TRDkekA7kndM1FQD8cCutEXYyKtIH6U7sREET0iG+TsypQNRIa6ppMSccWBlZJtBvcBrurgwcKdBhnq78LzTHSkMdENZdv84UmEEiXw8Z8/PQ0I72DzGowhRD5FdABUeigeRBqNgUaZStBIKJaz9N24dI4bE2ACTIAJMAEmwASYwKFIoOJF71C0/Xdts6SqNlLd400cr/hpKxwOw31C7/+oYIaFS9Fh99wXUxHDZ+saXtpNDyKD3Dyo6o0IwTTyOfpv7M7WLTuhDXx3FGSV9tHCr/1893L9Onm0+4oCM+HKg/pRLMv0VVpGNKMWcpZIngGPzfqtW9JOkeNahrUrbe7cVViws3TnpqI1mdlC1aBsYB0UglpWlMJ0pBW8tEgn4GojueAo0DFmGQpVuxp2nXn2toLNLkqQhSkyEHvnZs/7mPSLpNSvXx96MplOIZ8KxF3xjg1BmCg0GKqlrV65DoY5MFXo2bm1hZEMRbGBiwIbXSX+5PRZhzeopyA8Unenj7ln/ldroIHgckOD8sXGN/zgRuFE6zZs1rhWSIfmdEp/WPjRG7M/oCsohYfOSOfoeXfcdd+ONKzGWfWqa66ulUNLQWaUEPafuY4fXYnddBBNjuGiODqakkbpc+ovIToRklOFv1LTTHjm4NKjWEwEZKKhxFyKPJ9QYQqlpoTmtl2UwCOBBXXuj+AgzBUrdFCFXJKp8B16i3DKtCVJrZmXDzLBv9Uf1qwxrKThegm7tMTYvm379p3Fpeu3/JhTixx+Mu1fJIgQf6TuMCKWR8oapfkgLslWbkyACTABJsAEmAATYAKHKIHghfAQNf53ZDZeucvFT+WiZDUUcUh4qXD7oNA2NkthV5tnJvEC7sg1RO2jnp82HrLCQh/s74J6keE1ozDAenXq1UFaR0oT7955272IYCTB56hz3pj39YZSV8vES/3ZbVv7KTHkuBaB+IOyWrRoEb31y3VbntAOxcyiePk3Sx+fOjkNSQgNIKfnvvZcbm6t3Ey9Xr3myE+pKBYcYIiAFFKo68W9ynZRun/sSxs99gFkj4T/T7gZp7Q+tXG93KPrRCJI7i/Sw26/pdjwRY2dfHvmq2sKzFLaQibOaPtnxD926ngBRtC9ss3L57/1+vuk3yBvSkT/fv2hshACKOL18mo1FJFQyi2jwmaKdtRZ57fv0WHGy89CDqqp7SgB1/bs8xBDCYEG/WNDwSKAkzQSZEtU6Flj7xmegynclLB29evUcfqU5wt3FsKht3HVkn69u4+e9Br25iHZB1Y0+Lq+KI4WzyC3pAvbXffpp54iPsJY9s23T0/7gJI5htW0l/YdaCHDpBQmqtglUkVbNxf6TkkNuwgluCLJFyajtB7ySSKslMYQjuUqFPWZtnVZooBU2kiHoE4B2YzJTEdFRzw3OZRpmPJxLY5DsTbCa6anzXjBghzDMHbhe69NrZVbMzenRn69E4tMsWrldxEpXL9mlizpk557k1yLQAGO8Fw6qGEOlx03JsAEmAATYAJMgAkwgUOYAIu3avnw8FqPl3MKvaO9ZVAOeiiCN2/LcTPIDSTK0EEO//nii1s0o3Tx5EC5gMMAAAqiSURBVF3C2zxcP45L4Xl6ZMyD91F8nyvWLV3UsGbzpx6bfOsNN3W6/IoUMi46ssiM9ejWgXSebadTSD8PNWG+/cqztbX61938UFZew76XdUHGSMiH+0f8/c9/Pvvp557pfuHFF3Ud7Ht/9LHjx5Kfj/aSQVoiwb1rJYubNGg8YcLDF3TqfM/oaSR2BKpw57Y+7ri4po255y4YrXqJtd/Or5GX/9ikJwfeMODyXv2LIVqgqWJa964d4WH7S/vz6+eHYJXsJfpcct51/Qc88uiUoxu3/HFLEcoRYIARD9xHYkpyFAVcMIeUlkLIwnF861ZX9qIUl9nIr1lSNPyOh+A9C1KFAFrwJ07+N1U/t1fPIxuR4w9V6kLCGXzN1fl16mtaVpNmrV98ebaN/XFyJjTe3aNGtWiSjTDR2vVq1sknQaxL9ouPjG1/3mUDbrj5xFZnwnCUFocEk1TkcSRhHNFD8EPKlACl5PgWTTKiuSt/WCHHopZt+AGsSH4CgxGdiS2BRFbW9GCrGx4ahTfiumnjQXg2XJRKNFqDHKRCtqC9lHBuXt3Lu53ri+3kyGG3nNHuvMeffKJXrz6XXHY78k9Cat738OgoChO46ZAitu4ow9/MrmIqCg5vre/PIwr46v9ZYVhuTIAJMAEmwASYABNgAockAXpv5/bbEyAtgndr2RclvjmIwVND5GCBS81GLB35aZCAxEvZ0DF43Ue4neSF3/j3B7WPaAWZgXd+B3FzUAe4RQ2f1/OK3rPfnTnzgzKxzU6Zg2/uT3F05IQKQXS8Ofv1mhnoiFLXEnJm+NGDCL3cBi318ZfbE4546JFH5777mlvqFqeLv/1s3tUL3sP8iqp7dmY8v07vrudHJVEMJxV2Z0EikhjZ4qScgQNvweCqEkb2E4Q0vvH6y/D+CVfteFnPbm/PfmbWByFRnDAiA667PthH5heKs+e8808Y43gRJavuK7Nmnnba+cisnxLOU1Mmwx7FQ9wi1Fbmqeeec9M154dQBA472tKQXnArSah5DaEIBfjgmEdemd6CSoB7qUdHjzz3ogtando8i1brp1h0HA1b74y0CGXNXbi0betTlq/b6bqUVB+JIVVsg7NdTQ8LkrHqzbfdOnTIX2mbIDxuuujT+9KxD72IZI0IPFwx950VthVRo56bRIJ+SDo4tUAgJEFOauTro7QuxdiohrpqSRPeNRQExzgIedRJOSF3iYt78PzgQTX95J441k1EqMphHdqOcsyE4DcsK/M3FOIeVDfQIkk3OWHKpHlzjzARA+sVL/rw3a8+fc+zTfpr8XLV7OzrrzwnhEncBLbGwd+I8XUtSovBpCghgL8YmhXD0R8RHXFjAkyACTABJsAEmAATOAQJsOftt35oeJcuf7EmS/ByTY1OIpqOMllQopFQCLGR5O2RRLbuwIeDt3HIORHKzDrsyLEPD4MMCFHMndeicUNcMtAvEn/8pVeeeWZsBmSWoHSPyKyI0c/tfOGKTRvbnXoMfcGQauTef0y6+ro+IRTwxnY0YZM7SBF6Xu7ygs0333wjqT2MSO/8GpIaPvjIpLUrv82Jo4vreQpFcsLvE5amPzs5Ly+DPEiOamMTWSj+zqcftDvrGIxKLRx/9OWZT04el5sT82MQkWoEWkPveMEFK1ataPunZnAQ4VRZ0mlx6umrV3/dpUtH+rvEqqhAmqZE4lOmTZs7expUImXed1UvRCk0kaXjiDo5UGiUhaRWg2kznoGlMoINhXvfA/cRQlqKQ74sqFtgpAjGiMjI/2DFmlkvTsvKiGMW5Enx94Jp6bR9TscO8xd9dv89AzEO5TpBRTjbvfPBsf2vvQwckNcE8YxYzK23D5s2bTLFQpol2VHsJaOZ8ho0mTd3VjxTgwuNrBZ2WRobEeGWxEIsZDahAeEflaNklmvWycUeOkRJ6mXYoYf/2V5YcSLo4+8drNuosZ+qJK0ptmmkVDmqZeSu3Lh51N23QoyptFEOfxoUJnvvhAmb1i/B7kddtjLiWZCqWDMmqJuXCX0L4Y8UJhie/pBwhf5jADcmwASYABNgAkyACTCBQ5WAtGvXLtjup/ejNeBgr4ZSV5UNlxo1anSorrVa2l2u1vCeXWGe4p+iD7zSQ65Aw1hlpEq0WFpSkM4f/i5TOJTVEZkF8TYuQa7Ap4J39hBcSfDGwIcjeSa0H9JmIItkYVGxZctmMtmgTg3K8hEKY2yEOpL8oIyTSHOBrIlwwtle2rDDMYxgOgloNgXRh5K6a/u2pOEoeqRmfl65jVAblO0fheYgXOI2cm2oGMwt3VVoGchuH4/nxGAOIhWjFCQI5Qi3IMIMw5blobx1MoGa4lKN3JqqLkEyIRULRCq0DaVbIT8RTPLSabOouAwxmZoWy8gI0TIpapTEmIx5IZikGFyTiC2EHoEIgqjzzFJZQ9qVOLxccMfhjjBOOqZMOVyoQBv9wAzKm+83z7HSyXUbCg3DyMyK1ayZE45qgEZ+M+gjqhyA/2EkwBZuyitKpgzHzc6tgw2GyOZiI5WnSrGsoKiSnIbbD9GdeApqImGGIzHkocRuM9WxPEWDuxBGhLBO5GBRVcdPXAmzVaMYblLhkjvURNpJyoyJPYaw0NeoFjQfcqHgi00xrnhIhFnasX2HiXrf4VA8M1NRKHcLpvIFmufAfkTG+vqOcpdQgkzMijXT3xE9cfxwYwJMgAkwASbABJgAE/hNCUBVUbp1IdasWYMDhTYFUUNtp+Cg6mdVS1m8VaXxGxyTSKtQbjjGM8TbNV678TIOeYAnqFh4m0cORGiRTETXhbCHCin4JbyVS2F0pJ6+qwdOISnkUL5DCAG4xMitRvkOyQtEyTKg+iQH2UKgMyL+GzzOQZTgxV/FJjiMQ6UDIEhkA4oDE8EqSAp/pxY0A2pKk3GksvwD8u7YKUrh74WxZyshXIjJEKV3hFokBw9EA0QFds1RF/qBoiABonpUDlwJhX1PoiMrlLcDyg07vaCaHNPUdcT6wTZCgXoJkkrpIWUkWyQHGlXbFpR3A+JNI5eSTBKRaqJhZGFAMDoiDmWHUMsoIhYdAxrMQxJ/UMJQCiWzhECEbRicfI+OoTph8KKGi1S8DUxgUMSRVIysqahKkNQUyqrir1yYqNpNsg5LxEpcpJCB4sIAKpxcuBNJNSUERlLZc3yHsRES215C2ICpI82LqqM3akB4Ugpyi9I/OhQvifmhz0xhUHlzGhyd8EMLo72FkgTrsQo8DliOh+NRtQSaHXkrKSVpwMKTIU5llCzAQ6LoSai2JBZJBQyoEoT/d+azwhjcmAATYAJMgAkwASbABH4rAizefivyPC8TYAJMgAkwASbABJgAE2ACTOA/IPCrxRs5WLgxASbABJgAE2ACTIAJMAEmwASYQDUnwOKtmj8gNo8JMAEmwASYABNgAkyACTABJkAEWLzx3wETYAJMgAkwASbABJgAE2ACTOAQIMDi7RB4SGwiE2ACTIAJMAEmwASYABNgAkyAxRv/DTABJsAEmAATYAJMgAkwASbABA4BAizeDoGHxCYyASbABJgAE2ACTIAJMAEmwARYvPHfABNgAkyACTABJsAEmAATYAJM4BAgwOLtEHhIbCITYAJMgAkwASbABJgAE2ACTOD/AG+8peVf7bvGAAAAAElFTkSuQmCC\n",
"text/plain": [
""
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'Jupyter_notebook_head.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Running A Cell"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To run a cell or cells, first select the cells you want to run, and then you can either:\n",
"- select Cell -> Run Cells in the Menu Bar\n",
"- press the Run button in the Tool Bar\n",
"- press Enter (or Shift+Return)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Saving the Notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To save the notebook, hit the save button. The Checkpoint Status at the top of the Notebook Window will update."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## Diving deeper into the Notebook Window"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There are multiple ways to trigger each command you will use when working with a Jupyter Notebook. Commands can be accessed using the Menu Bar or Keyboard Shortcuts. Common commands are also present on the Tool Bar."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### The Menu Bar and Tool Bar"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The Menu Bar contains dropdown menus for selecting commands."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'menu_bar.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The Tool Bar has buttons for easy access to commonly used commands."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'tool_bar.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Finding More Shortcuts"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A variety of Keyboard Shortcuts are available to make editing and running Notebooks quick. If you want to look up a specific shortcut, the Command Palette, highlighted below, is a useful resource."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'tool_bar_shortcut.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This is what the Command Palette looks when opened:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'keyboard_shortcuts.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Getting Help"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Additional resources are available under the Help menu dropdown. You can take an interactive tour of the Notebook interface, view and edit Keyboard Shortcuts, and find links to external help resources for both Jupyter Notebooks, Python, and common libraries."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(os.path.join('pyintro_resources/img', 'menu_bar_help.png'))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## Basic Notebook Editing"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Jupyter notebooks have two modes for interaction, Command Mode and Edit Mode. To build your own notebook, you will need to create new cells in Command Mode and edit their contents in Edit Mode."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Command Mode vs Edit Mode"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Command Mode is used to select cells and view or edit the notebook as a whole by adding, deleting, running cells, and changing their properties. In Edit Mode, on the other hand, you can change what a certain cell contains.\n",
"\n",
"Switch from Command Mode to Edit Mode by clicking on a cell (you may need to click multiple times), or by pressing Esc.\n",
"\n",
"Switch from Edit Mode to Command Mode by pressing Return or by running a cell."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Creating Cells"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To create a new cell, you can either:\n",
"- select Insert -> Insert Cell Above or Insert -> Insert Cell Below in the Menu Bar\n",
"- press the Insert Cell Below Button in the Tool Bar\n",
"- press a or b in Command Mode (inserts cell above or below)\n",
"\n",
"Also, if you run the last cell in a Notebook, a new cell is typically created below."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Deleting Cells"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To delete cells, first select them and you can either:\n",
"- select Edit -> Delete Cells in the Menu Bar\n",
"- press dd in Command Mode "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"### Cell Types"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There are two basic cell types, Code Cells and Markdown Cells. Code cells are enclosed in a light grey box and run code snippets when you run them. Markdown cells have a white background and are often used to display information using HTML or Markup. You can see the difference between running these two types of cells in the following video:"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"To change a cell type, you can either:\n",
"- select Cell -> Cell Type -> Code or Cell -> Cell Type -> Markdown in the Menu Bar\n",
"- select the cell type in the dropdown box in the Tool Bar\n",
"- press m in Command Mode to switch a code cell to markdown\n",
"- press y in Command Mode to switch a code cell to markdown"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"HTML('')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"## Next Steps"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This was just an quick overview - there is much more you can do using Jupyter Notebooks!\n",
">For a more in depth look at working with Jupyter Notebooks, see the Introduction to Developing with Jupyter Notebooks Notebook!"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3-0.8.0"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}