We
have witnessed great leaps in technology in the last few years. With cryptocurrencies
taking the world by storm to Apple launching wireless charging with iPhone X to
3D printed organ and Siri, Alexa, and what not. World is changing with each
passing second and lines between artificial and natural are blurring by the
day. Cloud computing, big data, artificial intelligence, blockchain, among
others are transforming the way we live and defining new efficient ways to
simplify work. Here’s the compiled list of few technologies that are disrupting
and are the real game changers for the future.
- Artificial
intelligence (AI)
From
Alexa, Siri to chatbots, artificial intelligence or AI has moved out of
research labs and become a house-hold technology. The non-biological
intelligence has been the dream of humans for a very long time. But, now artificial
intelligence has penetrated almost every industry. Global artificial intelligence market was valued over USD 2288 million
in 2018 and is poised to grow at CAGR of over 64% until 2022.
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)
The
combination of natural language processing and machine learning, which are two
branches of artificial intelligence can be used to interact with human users
and enhance the capability of the devices so that they can learn and improve
from the experiences without programming.
One
of the major applications of such technology is chatbots, programs widely
incorporated by companies to understand needs of customers and provide
solutions based on their requests. E-commerce giants like amazon are leveraging
the power of AI to deliver semantic results based on search history of the user.
As the proliferation of devices based on AI increases, need for managing and
supporting the functionality of these devices will increase, resulting in
creation of more job opportunities in the next five to ten years.
According to World Economic Forum, Artificial
Intelligence is anticipated to create 58 million jobs by 2022 and machine
automation is expected to account for 52% share in 2025, up from 29% in 2018.
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mpkWeSMYyM/eP80OrKuaL4otWV46Cljwk5/McBLWo8j+fzHw0Uf2RJgXfNNddg69at8txTZHJMZMLzKBCtuT6pc/pBCUwyAvYbbrjhhkk2Jh2OEpjUBCy3Jr9M+eVK6xJfaXmg5YcZkLRS8DOtFhRidFMyYJxfijyeX6wUMvyio4Cj25SijOKBX+jM0qTLi64yfulblg4LLAUfLTYMLqdgY1/+/d//XYQNxQK/wJn9SbF3omWH51MUUSBR4LzjHe+Q/RQ8FDk8ll/atKBQhLI/HR0dYv3hGGlh5L0ooBobG0WgcYy0DlHE0NVJIURhxz4wKJ5JBGwcL+/D8dDiw35S4PGaixcvlnvRMmQJUQohfqYQpCWSwoX94vEUtOwfLT7cR9FGxhRRzEZ9y1veIi5uXot8yIn7KMg4bjb2j1ZDS6iwfxwXz2WyAPvNuf6P//gPEVBy0vgvnvvMM88IK2YjUxByzGTLa1A8Wa5GbmMfOUYri5SX2bBhgwg8cmSfeU1mJ3POKIjImcKaCRgUe9z+b//2byIQT+zLie9pQeXzxT7xOeSzxB8+P+wP+VFo0bLIfvE+dP9yH8fKrGRaBXk+nwXrfLIjSz7ffB54Lq22FG/8RwSP5fnsL137FIQvZbU8sb/6XglMZAIGA/km8gC070pACSiByUaAoo+Cm5YmZsdqUwJKQAn8OYEX8sb/fI9+VgJKQAkogTeEAGPQaJFkLJg2JaAElMCLEVAL3ItR0W1KQAkogTeQAGunMUbuxOD+N7A7emsloAROQwIq4E7DSdEuKQEloASUgBJQAkrgVATUhXoqOrpPCSgBJaAElIASUAKnIQEVcKfhpGiXlIASUAJKQAkoASVwKgIq4E5FR/cpASWgBJSAElACSuA0JKAC7jScFO2SElACSkAJKAEloARORUAF3Kno6D4loASUgBJQAkpACZyGBFTAnYaTol1SAkpACSgBJaAElMCpCKiAOxUd3acElIASUAJKQAkogdOQgAq403BStEtKQAkoASWgBJSAEjgVARVwp6Kj+5SAElACSkAJKAElcBoSUAF3Gk6KdkkJKAEloASUgBJQAqcioALuVHR0nxJQAkpACSgBJaAETkMCKuBOw0nRLikBJaAElIASUAJK4FQEVMCdio7uUwJKQAkoASWgBJTAaUhABdxpOCnaJSWgBJSAElACSkAJnIqACrhT0dF9SkAJKAEloASUgBI4DQmogDsNJ0W7pASUgBJQAkpACSiBUxFwnGqn7lMCSkAJKAEloASUgEVgYGAAw8PD8tHn86GmpsbaJa8jIyMYGhpCKpWCx+NBYWEhQqHQ8WN6enrAY2w2G4LBICoqKo7vi8Visi+dTiORSMA0TTmOx/DYcDgs2+PxOHgMm9PpRGVlJbxe7/HrTJU3hklC2pSAElACSkAJKAElcAoCu3btwrXXXotAICBHHThwADfddBM+9KEPweFwoKOjAx/5yEfQ1dUloqq9vR0zZ87EXXfdJUJu+/btuOKKK9DU1ASKNYrBG2+8EVdffbWcf/PNN+P6669HSUkJGhoaYBiGCLOvf/3ruOCCC/DRj35UrtXY2CjHsBMUd9/61rewcOHCU/R8cu5SF+rknFcdlRJQAkpACSiBvxoB2no2bdqE+fPnY+3atXjsscdQV1eHj3/849i4caPc5xe/+AWeeuopEVRPP/20iL0nnngCt9xyi+y/99578c53vhPcd+edd4pl7rrrrsPOnTtlP6120WgUb3nLW7Bu3To57tFHH8WFF14oFr3R0VHZ/5WvfEX28Tp33HHHlBRvBKYuVHls9JcSUAJKQAkoASXwUgQo4C6++GK84x3vgN/vl8OKi4vldffu3Vi6dCn27Nkjn2lhY1u8eLG8bt26FblcDpdddhnOOuss2UbXKgUgrXqHDh3CsmXLkMlkZB8F4le/+lWx2lHwUTSy0crHdqJLVjZM0V8q4KboxOuwlYASUAJKQAm8UgKMWbOEGc/Ztm0b6EJlo3ijdYyxb2xWfBpj4NgYu8b9K1eulM/8RasbLXcUgdZ1KfAozhj/1traim9+85u47bbb8Otf/1ruQZcq249+9CPcfvvt8n7OnDn44he/iKKiIvk8lX6pgJtKs61jVQJKQAkoASXwfyTQ1tYmFjImJHzqU5/CmWeeif7+fkk44KUtoWWF2DPRgD9Wo8Xtc5/7HAYHB/GNb3wDS5YskYQFxsvxx2q8/u9+9zvQ9bp8+XJrM1asWCFuVW5gvNxUTGDg2FXAHX8k9I0SUAJKQAkoASVwKgK0jNHitXnzZhFx//RP/yTCjZY0ukTZLFcnLW9s5eXlYMYqW3NzM973vvcdt7B973vfk+0UgL/61a/wgQ98ALW1tbLNOqe0tFQ+W7/OOeccXHnlldbHKfuqAm7KTr0OXAkoASWgBJTAKyNAa9rzzz8vWaZ0ndJqRssbkxkYE3fuuefioosuEosZXZ4sNXLrrbeK5Y2Zp2wUfUxIYKIC4+MYD7dmzRqUlZWJ5e2ZZ57BPffcI0kQ3d3d+O1vf4vVq1dL3F02m5USI7yOJQxfWc8n71H2G2644YbJOzwdmRJQAkpACSgBJfDXIMAM00gkgkWLFonoYtICExT6+vokc5SlPFhi5PDhwxIjR2H34Q9/WMqM8P7MGKVVzTqfZUW2bNki7tOzzz4b9fX1YqFjfB0tfRSJPIcWPAo43puWvksvvVTKjPw1xjSRr6F14Cby7GnflYASUAJKQAkogSlJQOvATclp10ErASWgBJSAElACE5mACriJPHvadyWgBJSAElACSmBKElABNyWnXQetBJSAElACSkAJTGQCKuAm8uxp35WAElACSkAJKIEpSUAF3JScdh20ElACSkAJKAElMJEJqICbyLOnfVcCSkAJKAEloASmJAEVcFNy2nXQSkAJKAEloASUwEQmoAJuIs+e9l0JKAEloASUgBKYkgRUwE3JaddBKwEloASUgBJQAhOZgAq4iTx72ncloASUgBJQAkpgShJQATclp10HrQSUgBJQAkpACUxkAirgJvLsad+VgBJQAkpACSiBKUlABdyUnHYdtBJQAkpACSgBJTCRCaiAm8izp31XAkpACSgBJaAEpiQBFXBTctp10EpACSgBJaAElMBEJqACbiLPnvZdCSgBJaAElIASmJIEVMBNyWnXQSsBJaAElIASUAITmYAKuIk8e9p3JaAElIASUAJKYEoSUAE3JaddB60ElIASUAJKQAlMZAIq4Cby7GnflYASUAJKQAkogSlJwDElR62DVgJKQAkoASWgBN5QAiYAY7wHfI8XfslWw7D2vqHdPG1vbpimKchO2x5qx5SAElACSkAJKAEloAROIqAWuJNw6AcloASUgBJQAkrgtSaQSacxMBTB4HAE6Sxg2O1Ip7PIZrPwul0oKvCjpCgEn9d9Ulcsm5Na5wC1wJ30aOgHJaAElIASUAJK4LUgkEwm0dM3hI6ufnT3hREZS2IwPIpUBjANJ/x+LypKQqgqDcLhsAFmDk5bDvVVJairqYCKtpNnRQXcyTz0kxJQAkpACSgBIUBrz8uJBgYhaajWqR+YaDSGlraj2LOvGX2RNMaSOaTSWbg9XpimHQ6nE/NnVGPZ/HoUhHxwO+2IJ9OIRuPo6RtGT38YPo8DDTUlaKCQs2n+JYmrgDv1c6d7lYASUAJKQAkIgWw2h3gyhVQqDZ/PA5fDAZtNA+1f6vHI5XI4eqwL23fuQ2vbUQxGYoC7QIQbbA7kTBsKCoI4Z8l0LJlbC6fD/qKXGh1LoLm9G0eO9aK82I95M+tRVFTwosdOpY0q4KbSbOtYlYASUAJK4BURGBsbQ1dXl8RkFRQUIBgKYTSahmka8LvsyJkmnB4XXE6KDkNeX85a94puPEkOovVyKDyCJ554Cu1HjiIymkYKHtg8ITjdbhQEg2iqq8DSeXWYVlvysqNmtuVQeAy797ciHBnFrGk1mDOjAbYpbI3TJIaXfWz0ACWgBJSAEpjsBCx3aSqZwlNPP40tWzfjcFsb3G4PGuvqUFHdgNXnXoDyuhJEDRvsORvcmRzstiyGIzGkMzkUhrx/EXQ/2bm92PjS6QwM2DA4OIDWw+0YGs3CW1qNqvJyFBcEUVdWhBl1pagpD8HxCgUY7ZwlhQGcv3IRjnT1YseeQ0im0lg0bwZg5OPlppqYUwvciz19uk0JKAEloASmHIHBwUH8/ve/R3NzM1affTYWLJyPYCCE6NgoHn58I1yeIM68aiba4zVwjBWhHFlUFRgoDtjgMJMYHYvB7/OiuDgI43iFs6mFkeItmzPR29uLp9Y/j0TWgabpM1BfWoS6Yh/8VGJOJxD0SRE4WtZecEKf/OlU5AaGRvDc1j2oqyzG7FlNUkPO43a9bMziqa450fapBW6izZj2VwkoASWgBF4VAcvK9sLJJrKZLOwOBzo7O/HfN/83XA4n/u7v/x411dUvHAZgy4FOND+xAbaLvUgPhGCG3egKGOgcMlDod6Cu2IWKoAM2I4OxaBw+rwf2V2hdOulGE/hDOpMVF/PQ0BCe33EAGcOPwiIvWvfvxJ7DHXDF4vCYOVQ63WgoLUNlVTU8i2bAvqAJTrsHTkq5V6jhSotDOGPuNGzYuA1Om4HGpgYw5s5uf/E4ugmM9SW7rgLuJdHoDiWgBJSAEphMBKwYtVgsjqPdAzjW2YdodBQ25HDXHb/HhqefxL/927+ioqIaR8I96HUfxeiBUviSPvQP9aPRbYMtBSQyBkrcBpwefoXa5fPeoxl0BYB5tW4UIYtEIgmX0wWnxMhNJoovPpZMJgO7zY6Oo8fw0JObcKSzD/09x3DsSDtGIhFkMmlk7YZYyDwwELA70Oj2YdXaSqy4cBFClyyHq2YWAoYHHqH6wn2SAOIAEgCSCcAVyyLkM9BQW4lDZcXYunMvgkE/ioqK4fGQ+dSQNlNjlC88B/pOCSgBJaAEpiiBZDKFQ23HcLR7CHaHE/E0sLf5KA4f2I59e/fC63Hj4YcfgWf7AYRLunHHhV2IP1iN6o5K5IwjOC9UiuFEFumsAbtkn1KQAG6HTSx3kXgazx2Mo6nMhlk1TtgyaaTSaREVk9kal83lYLPb0dPdh9/fuwabtu1BfHQQqdiIuEf9Xhdgd8OAiZwJZExgzMxhWy6OHV3teOKOPpx/oAOlH7wI5fOXwmMLIgiAAoXCLZIDIgkTyWgWmT4TRiSJoB+YXePD7NkzsWv3fhw81Ir5cx0wEYDD4Z8SrlQVcFP0f2Q6bCWgBJTAVCLQcawbW/e0wePxYv7saSgM+eH3OjG9pgS3DXchXF+HY0ey2LltBxrsO+AoHcHw7jL4k1mc++ZF6NyTQjY8hnBXDjkXAN8LS3fmzBxsDht8XifSaRsO9SQxOJbG0mkBeGxpjIyMwuv1gjFak7FRnA6Hw7jtvjVY99xm5FKjMDNpuD0e0G3NH9IyWFeP1jXDhNuww2fmkDWAllwMXdsPojGZw+LLMyiuXwR3aREcbsAcA3KRLDCWhS2dE1EHh4FI3MDmwwksrC9BsKgMW3fsQnVlOUyDGcFOeDwnr+AwKbnfcMMNN0zGgemYlIASUAJKQAnANLFjzwGs23wAM2dMw6w5jejqHsAzW1qRyRlYMq8ey5cshs/vw4b1z+BQayt6nW7sH4wh0ZlCLuXG3Hnz0Nbdj4axNHKuaowVVqLA5wPsLolzM2y0xLG4rCl14Rx2G0ZiWXQOJuF121EScmEsGkMimRFrnOXKnSyzQ4H26BPrcfs9DyObHIUdOeHBgrvkwoQOYcSYQCNvtZSxyz6AUitnpBGLRJEayMCf8cGX9sM2bMIZycIeN2E3AbvDBofTLq5ap8MGw2ZHLG1HPJHCrm3PoTjkQUlJqVjffF7vpLfC2VXATZY/IR2HElACSkAJnETAzGHz9n14dN1ulFZVYGF5AYae3IL7Nu5HRziGgcEEbA4XaqtLcMaCuSj0+fHsk09gf3sHbDYPorkMXB4Pdu3ejba+YdKvxY4AACAASURBVFxcVoWRUCliZVUo9AZg2B1IZekYBOhRpVBhIL1pZqUuXDINHBtMwTTsKA25YWZSCI/GxCLForUibl5IwTze9YmyuoOVFNJ8qA3/dcvtGOjvhdtFIWuD3ZZ38MkYmVhAPiLeyIuDNmAzDJj5t7Ill80gm0nD4fagoLAUfl8INocDBlmxaDJfwWsZsnYqhTLPN+xeHG07gHB3G+rr62F3ueD1eOB0TG4nowq4438y+kYJKAEloAQmDwGKtz14+KmdGIlncGxgEPEt++AZGsWBgBc5twvplIlo0TA81XHY4cZZi89Ew7xGbDuwF8eO9SFYVAiXw4a+gWEUlFZhWjCEkaIyGCWVKPD7Ma/eh4oCO7I5IJ4C0hkuvZWXJ2aO1jjA5XajZyCFSMZERV0BAjART2ZwrLsf8XhCCgJTCDlE0OXV3ERZmouCjMkJd9z9EJ55dpO4pPn8UGSxJhtJ5K1w1lN1glqVt3m3qrhYxdUKZLMZwG5DsKAYoZIKeD1e2Gxi0xNhmJMbGLTxSTwda8A53S6MDA+g7cAWhAJeVFbXSDkX9yR1WVs0VcBZJPRVCSgBJaAEJg2BHbv24t41z2IgHEc2nURiLIYehxOJgA8LYaI2k0Mik4FtRhpljXGkjDC6Ulk0zj4bF68+F5H+IbQdbpUMyqraJhQVl6MlNoZMsBhlZdVwuINoKPdidpUDVYU2hLwGsqaJaIJCLifijRYm8RqmUxiEic4KDzw+F6rcbvjcTrEu9Q1EEBmJYzSawOBQGIlkSrIouUTXRHC17tt3EL/+3V1IxmPjC9Czrm7eVZofQ/6Rol4ToUZZR9fq+JMmctfMiSXN5KtJ4WuD1x9CoKgc02sKcUa9HYU+oDRgoDwAVIRsKAsYKAkYCLhM2J0GwsNjOHpoBxKjg4hGxxAMhlBeXj5pnucXG8jkti++2Ih1mxJQAkpACUxqAs3NrbjnkfXo7huBw553ceY8fvjdbrwtlcBMA5I12ZzI4pb1Bp4ZGkNl2Sjio6PIxKNYPms2fvT//xQ//OEN+NOah7Fw0RI0t7Qhm0uieLQfY8N9yMGDnYdNlARKURhwoL7YhtoiG44M5HCgG4jEc3DZATObRtbMwVvmQ9JlYF1fCtFwFGfOKpI5KAh4kcmZGB1LYmBwCH1DA2jvHEY2m0bAa0d1RQmCoSC8p2mR2q3bd6Orpwd+twu5rJmPCRSxxjg41mTLWyRzjHeTBRNyVHLjYo7eUBsnAzZukzXqc0jGo4gM9WAkPIiRWDUKvA4U+yzJZ73mH+GcaSCRBTpKimDafYjG4zh04AAKC4owa9ZMuFyTM3GEo1cBN6n/N6aDUwJKQAlMLQK9vX24+8En0HakDy4Xy0rYkHW5kYaJS1JxzDZyQC6HkWwW201gsMfAQLcN3f4UggE7AgX92JYwUH3OLHz5776JZbOX4tEH74dhpPH2i85DaXkFbJ4Ekuke9PeksCY+htJCH6ZVh1BV4kVjmQNlBW7sPZbBkcE0zGQGRqEXqPPBTlfrnj7EAxkAeQHncjogSa1upyzUnkxlMDQSQ3fPMLr7h3Csewg+nxeFIR+KQn6UlBSgIBg4aVJptXojrHV9/f0YDg+jsqwEAwMDYOIA14g1TDo4DdCixiaxbzmWEGG0ICVdvlpvPtaPQWxUbjzHJufksmlERyKIjw5jIBLHwKgXFSE59S9+MfbQ5wAKC/wwbU5ksmOwO1jSpAtDg0OorKr8i3MmywYVcJNlJnUcSkAJKIEpTiCVSuKxpzZif1sPpCB/LgvT4UTMsGF1OonzKd5gYlcihTtzORyEDa4c4DANZLMpmLk0MmYSiVQMDz0Vx0Wr5mPevPl4+OF78KbzVmHGjBlIZ9JSUjbgNOFymsgmk+jr9aK7P4yg34sZtYWoLQ9hUQPFI9DSPgrk7MhFgOHOMdh7hjHvzdNedKYodDxuJ6qKChAMBtA4qwJmMofRoTj6BwdwuKMLLYc7UVQUQllpAeqqK2C3M9PzZKvUi178Ndh45FgnBgYH4bLbkM1l5Q4iJmlko7Iad4fKDrqEmfAhMYKMYeNcsN90qfJYmucMIEcRB6TTCSTjY4hG4zg6kEZZwCnu6JcahsPOBAdDkiDYB67DOjDYrwLupYDpdiWgBJSAElACpwuBDZu249kt+8U9R01jd7gwZgDFmRSuyqWBTBr3JJO4PZ3FcM5Eod0Bf8iPstJiFBWG4Pf7kDWdGB5LofNYJx56KoPZ00px1Qfeg3R0FIlUKh+jZZjIJePIpOJwOAfhdQdgc/kQD7uwZXgAO90BBAIBKV6bTieRPDoMt6sftcEEzDlJHIuNwB11IuhxMWFTdIyZAcLhBFp7h9GTG0agLoXSQpu4Js2QF/7KapQkfcgND6FvYACHDh9B6+EO1NVWYVpjLShgXu+WTqZw8FAbOrt74HI4kMll85Y3DmrcKijJHPbxQRomxo1yMExa6My8hhu30lHPmeJStSGXyyKbSUn8YltvHGUhGxpKX3qMXIOVlrt8cJ2B0dFRRCKR1xvJ63o/tcC9rrj1ZkpACSgBJfBaEDjQ3IIHH9uAkWgMTgdXSrAjSRGRSuFduTRsyRh+OBbH2mwWhQE/FtVWorqyDKUlhQj4/VJywsGlrzw+ZHIOdHQOomtwCLsOZFHiLoQHY7KSAAPsRWMYzLI0kctmER0bhoGwJB/47S7Eog4c6bYjnrUjkcggHk8jZAPKVntQXe/DWKIFz9u64B4uRkk6BEfWwJH+URxNDMBRGkNhQRKBYE6ix45kc2hvMzDUEkLAXoXayjI01pWjwoyhv68H7Uf7cPRYN6Y11KCupgqO13EZqZ7+QZx39ips2rARBzvaURAK5jNDbSYkNZfZqIYdOS6/ILTyrl4RbuMPQd6NSt1Fqxykjp7IPROg+DNzKYzFEmjpcaKq0AvXi6gWOqRHx2JIJ+OAJx/zGIvHMTYy+lo8aqfNNV8ExWnTN+2IElACSkAJKIGXJCDuOsNA/8Ag7l+zDp39w3DTpSirmwLpbBZL0knYRgbxrWgMzYEAlk1rxNzGOpSUFkodsmw2h2SCWah22BwpuDJZhAqKMXdmLWprUjDhhN1uIBl2IDJwVMxl+eD8fEFaw3DAZqMwybsRzXQMbpuBMg9LbJgYTMQRHxtBy6Oj2PVoEiUzgpi7oAxzmkKI+QM44vXByDjgqTZR7behPOBAUMRMDp3JHPZtMxHZZ4fPbUfKF0OPMYpZFS6EfD44a6eh11OKPbt3Yv3mtZg7owZnr1iM6qqKF7I8X8P4uO6uXtTWl6PraBDb98RREAqIoIXpyDtH6RFlwgilKGu3iYzLx8RZIo6W0vw+Q2LnxELHUm/jFsVMKgmXJ4X+SAo9YTfqSynvTm5cEm1oKIxMKgZn0IVsNot0Oj3u7j752Mn0SQXcZJpNHYsSUAJKYAoR4Bc/494efOwZ7Dl4RFYAoHmMZSroiguMRdDV342f2IDC6dNxzezpKGe2ogGkUglks7Tw5FdPsNmdYIhcNpXCaCQMj9eHkNcLICXZkPFoGG63B6l0BmYuJwJDCtEKb97TgMPuRI41y8YtTk6HiaqSAMoKPQiXedHR3oP2rV049PgBDBb68ZbGKtTMrcLA8hJgZgjlDi7kngWj7DpTBvZvsWP0gAMBrwe+Qj9yNh9qyzyS7ep2UqACLUczODpkYiSeQ3h0FPc/+JBkf56zegXmzJoBh8MhxYWHhodpBEMg6IfHzeXi880SwdbnV/xKYYgsCgoL4S4tRzKVkiQF2g1BVypLiWS5RiqLG+dFGq/NOWOxY6o58iOrfB8kGk7WlqX7NJ3KIJVKIxqNwu7yImPasfeYHUWBAIJW9/O5EBiLA319vTCzCTgdPmQyGRFwfJ3MTQXcZJ5dHZsSUAJKYBIToKXlkT89i/Wb9yCbycDhoLWMwew2jAz2IznYi1BZIZYsXohZ1dUSb5ZIxqXchQTOj7Mxc3TfjX/ZmyZyuTTSySiG+hKIjUVAr2RdbS1KC4vRPdAHWu0YcxUOD0nZDKfLKdvyYpAWIsZ2mbDR12oATrsd5RUeVFaWYUEshqOd3WhuPYZ/3b4XczcfRPHacvQta0L9iipUNQSRjLnQ2+pAutuNYNANd8AH0+5FcciPRU1+uJ35QP/9RyI43N6DsXAvotFuNO87gvbWZhzr7MaD99+Ly956KS6++GLsP9gixYNtyKK0rAILF8xFWXGBjJ6C6tW0eCKB8ooyLJg9D0Ypkz7uRrwvCUcoH9smGahSD44qyyauUb7m70f/KMPk8pZLq/4b+8HrppNJ+EMlcDNRxIghlwgDmSTajkRhZoqwYlYIIb8DTnu+7/3DSfR1dcDBQEKToj6VF3DZfGLFqxnfRDhHBdxEmCXtoxJQAkpACZxEgOJt3cYdeOyZXUhnslIyxOFwgwvL9/d0IhuPYP6i2Zg3bza8LheSqfi45ScvIkxZw8mKvcrByGaRy3EpJxqQMnCYWTg9blRUlGH+/Lmora6R1RJmUhxkshgcHERXZ6fEXiWTCYSHBqW2HC1eNOVR5DFGjrF4sg4oLYOGAb/PhrmzZ2PGjGnoGRzEwbYO7Dzcifgj/dj9XDlqps9EZWUDAv4QPD47nF43bHYPvD4vFjf5UR7Kf21vbYng8c3tKHLn0FgIbNzbBpvPg2ve/W4EAn4cOLAfzz6zHvc/8CDiSRMV5cXo7u7C1e/7KCLRNOY0VWLunJnibqSQkn6fRPjlPzB2kKVDisuno6CkFpEjg3AEA5KAIJY2BrhRvjF5geLNlre4cbUKUbZ8MbOyDhkF+NjoKFxOG+bNmY5ly5ajrLwUdlsShj0C2OLI2RwI941iY7oEoYAfoYBLrrl1zzG0N+9Akc+F0vJyHOnoEBEnVsCXH8aEPUIF3ISdOu24ElACSmBqEshkM9i0dR8eeWo7kqk03G6KHDsymSx6O4/CY09h9fkrUVtbjVQ6hVgiJkHyeVo50OKWNzzlA95px2EZDAoLm90mrtCq0jJMmzEDZZWV8Hktnx3gdrnAFZoCvlo01NUiGktItmMkHMbAwBAikbC4Zx12Crm8lYmWuHxygYGcwy5xYg7TgbqyCvkZnT+Knp5etHV0Y7BjrxQTbpg5F96QDzabA6bhQH2ZB9Mq8kVpO/rieGprBwq9BhbWF+CujZvR2X8U13/2i7j8bW+TYV522Vuxa9du3Hrrb/Dsc5twz92Po762BksXzETXUBKbtuwQBtOaGuU1m8uJNfGVPlFerxfDg0M43LIfGU8DRnoqYfP3SpYpqVK7mchKtqkUDKHXNK/nxIUttrPxxewT8RiS8Tjqa6pw5vJFaGhoAPmlk2NIc50yulvHrasehxPJwTD6x0rQaQ/BcHpRHLCjyJNBRWklCouK8eRTT8l8h4IvUTzulQ7yND9OBdxpPkHaPSWgBJSAEpCqFOPxUTm0tHVjf3s/EhlDKu1nTAeymSxGeo6gLOTEqrPOktisWIwLx3NFAMoFSz3kXxmmJmH1XL4Jhiw+73K7UFVdg8rKSlRUVEgBXcZpnar5fR7wh4kDiUQSY9GoJEUMh8MIh8OIjkVBwSl9MAGHzYYc66albRKrxdIbPq8f05umoaamGn39A2g70o/25t2yJFdlTRMCHj+qS5wy/sGRDJ7cegw+l4EVcytx/z3/jb3tu/Gtr38TF553/kldPeOMhfjOd76Db3zjG9i0aSPOPXs1AgWl6O84gqLqcmzftx/hsQTOWrpA+Pxv4+EqS4px6+/vxmVXvAcz6ouw/bkYzEgULrcHXGjeZnfA4XDB5fHIexb4FTcqidu5hmze6uYwgDOXnoHly5ZIKRcmIDB+TZiN15OjhS6TziBpJmCzjcDlGUZBYQUKApUoCflw8YXnYmR0FP0DA4gnkqiqqkJRYb5Y8klQJtEHFXCTaDJ1KEpACSiByUqAOiqVTKG5vRNOpwdLF8zAvuYOJGx2uNJZuHu7UFJZgDmL5sHncSIej0l1f67HSWHCNv4iQiifE5kT1yHrv0mMW1mZiDePx/2qMPI861yKwGQyiaGhIYTDEYyMjEh8F+OzaJEzXFxCygBD7zLprFgA7XYHqiurUBQKoac/jMhIJ3oMG8pNE90DbkRGU9jR3IvIaAyrz6jCQ/ffguee34gvf+XrmHZ2I9b0PYb0rkUIOD1obBhGXV2NiJrR0TE4jBzOXHUuOsIG0rExOGxVSIf7sX7j/RhLxHDx2SvyVjMK21Nr1vHYNQMLFy7Ab267D7f94Q6cf/YSdLXvRCoaQSKZkfVIXS4PMrYUkqkEfL4AnM68y5OJC7EY6+olUF5ciJUrlmPO7Nki2BKJVL6UiJG3jorMJieKPplGKRaHeCyGZOKIrNZgVFWhtr4O3d29sizXxz72cZSWlKCmtvZVzeNEOUkF3ESZKe2nElACSmAKE4iMRtF8uFPiu2Y2VqKre4D+TLjGRtHQ3wNHdSGKz5gLl2EikUhIhmN+Fc585qN893NlAJa2ME0RWoUFBSgrK0VNTa28vpo4sJeaEiZT+Hw++aE1j4VlB4aGMDgwKC7XbCZNz6CIOZYhoUBhdibFptvjQV11KSpzdkRzKcTCfVi/LQnTcCLgtuGCZQ144uHf4if/9AN86Zr3o7C1FT9z34m20kHEHpgN70AANeXDmD9vOqKxKIaGh1BbV4XymTNxuLMfkeFBXD33HCRKS3Dbhi34w82/QcDjwsplS15qOCdtz1s0gZKKMqxYsRS/+t0fMW/RQlz8posQGxlGMpHE1u070N3TKxZSewZIxEaRcTJGEUjEE/B4XFiyYK5Y3YpLipHLMm4wK+KN1yeRvGwTNCe4wPM7ZK6kVlxaxHoslkAiEUdxcTGqKehqalBeXnZSvyfbBxVwk21GdTxKQAkogUlGIBwZw9GeAZSWFqOhukTE2YhhhzOdQX1/D/yNlXDPnQ5nNol0Kin7TzQjHRcCNlMsQaFQUFxsjLViwD+L876Wzel0irAIFRSgqLgYHW3t6O3pQTabyVsHubwU66QZRr60BuvAUWzm0ijxZVEddCNld8PtCWD+9EpsXPcg/unG78KRyqB0/z4YAy04tsXEQIGB4MhuNE2fh+k187H/wG4kUqMY6O9FWU0jiqtno72rFYePdOFo5zGsXLoQs95xGR7//36Cm2/+NcqKizG9qeGVozBsuPCCcxDLAI89vh5zp5ejsaYStKKd4/Nh//4DaG45LJZHJjCYZlSyhKc1NuLMM5ehob4eZMOSIbT6WeNnByTHRFQ3pe34G5FxeROhHGuzSZJIJp0S0c4YyGDAj4KCEMrKSuRer3wwE+9I+w033HDDxOu29lgJKAEloAQmG4ETY7D4lc11MMfiKcnorCgtRHlxSL7kGUl1aFczEuueg6epEv7Fc+BMJ6SGmyWE+J1Pl5vYcmyGuO+mTZ+G+fPmYe7cuRJvxuQHHv96NQpFv9cLJgAwVi4Wj0nGJi2FrC3HJjF7NgM2W37ZqFQiBuRSKCkMoam2DM17n8c/fO2L6OzqQUmwAOboCLY7+3CofQTJ5jQ89gDe/5734Jpr3olwZADPbnwWe/fswbLFq3H+Re/CgUOHMBoZRE9vH1aduRAV1VXY1XIMz65bB2QTWLZ0iVjNTpyLl+JDS+emTZvAnvqC5eg61oNp9aXiDmbSRmVFpYgpjs3ldKGivAxLFy/C6pUrUFFZIbLMqsPHe4iQHp8Oa1ryry/MkTVfPJZbXW43CgsLxGVLF3lJSQkqKytQUV7+mgvzl+Lyem1XC9zrRVrvowSUgBJQAqckwC9nuhFj8QRGo3HJO6BFJVDgf+E8uuBajyD9yJOw11UhuGQmHPERpOiS5Jqb44VhJfaNX/AuN0rLytHY0Ija2hq4Xselpl7o9MnvCgtDqKurlRi58PCQlC2hYJIfS8wZBhgTB6eJRGwMg31tyKYi+PUvforWw4dRXFqGcDaLvYk00OtCn2sUwZwJ+0gY+/cdQG1tHbrb2tG2ey+S0ThWL16G9iPHcPRIO9xuF1rbOvGHex7BB69+By5/y/nYtW0THnrkMVx4wfk455zVpxS2nKODBw9i7eOP447bb8c5K1fgzR96H5LrE0inAb/PB9Pk/KUxY3oT6mtrkc6m4fV4UFhQCAfr5mVY5Jf14Wzi1iahF8RanoVQs4xv8oFWvPxxIjDtBgy7A8lUBulUOp9FbLOhpHjyW9+IQwWcPBT6SwkoASWgBN5oAqy83x8ZQ5KuML8XbocdAZ8HuUwOkeEUBmNRDLS2YOSJjWj1B1G8bBbcyQiSEjtllxgqcT0azPZ0oLSyFA2NDaiuqJaM0jd6fNb9uexWZUUF4rE4UskkwpFwXrxRxNEuRdFis0SMLZ9o4fOg9dABPL9pk4get8spWaqxgA+BtA0FNg+48Fc0NorHn3gc65/dgNY9u3Gg9TCCQa6WMB1ONzC9qgBHurrlPvc99BSS8QQuffP5uOC8Vbjvnrux5rG1WL5sKTwnlE6x+s1XJmbceeedWL9+PZYuW4YvffkrWPvIY9i6bQ38lW64xprgyEXh93MO7CLc3EzusHmk0DJrszGJw/qRJAVRbnmlduJvCwV354XbuHoT2xtdzg6wBp8N+Zp7tMiVlpaI1e/EPk/W9yrgJuvM6riUgBJQAhOIQN9AGG09YQSDXhSNRrFxRyvaEhkUB/xwpjKIOEbRiV5Etveg2FuMmUtnIpAbRSLN+m0OmMjkXWamJCKicVoT5s+fj4DfN06B0uAFV9wbjYaxX/X1dUhlmKWZxNjo2HGrF61LXNldMmUNE3anA3bDjtZdezHU3w+P1wu/zy+iL20AY24X3HY7zEwWmUQaXceOIRqNobe3B6mcCWewGMWNjVjQWIKawDJ09vRj28492LPvIB545E/o7htGIFiAmsoyPHD//TjvvHNwwQUXiHs3EY8jEh7G6MgY+geHseHZ9WhracFb334ZLn/75eJu7T7cjfv/8xaUVjjRUbcCS5cvQcDrlXp6FHyZ8RURHE4n7A6uHWuXsUqhXSnyy9kYnxuxRPJzXsrJu/GiyzyGaPiRUYu03rkcLFXigN1uQ8BfgKbGhuMc3+g5fq3vrwLutSas11cCSkAJKIFTEDDR0t6Ju5/cDtdIFFckowiNxtCYs8FwuNFh8+BwfQ62RUmkDmVRFJqBBbPr4M8OIR5PSYFXrpxggw2pZBp+vxdzZs/B9OnTRFy8cOPTR7xZffJ4PGhqbEI6lUJbWztYt05KjEhSRV5w2gw77E4Xcsk4Up0dAJcMC7IkhyOfAMHDTCAl64/mo/9j8bhsZHFjtumz5mFafQVGRwYlnrC2uhwlRatRWV6MtY8/jXXPrMfF569CZUURwsNdiMeiGBmJyDqxDz+6BgcOtSGRNuB0e3D4wH6sXrYQ77ryKvFlxjIZnPOWM3DPXf3YvLMd2YMdKC8rxaIzZsNAXFavSKZTyGVM2B12EV20QObF27hIHQci1kcxt1mETn613KfcatjsyGQZWweQ41jUiZkzZyIYDJ580iT+pAJuEk+uDk0JKAElcLoTGBkZxT33PoC125sx1+WG1zAlhmphIIiFyKE1Hcd/D9kRXudErb0eS+bVw2sfkRUQbA63iBinzciLN59PgvDr6+tl2BInlQ+sOm0xMF6MwoO10dra2iSbkpY3+U80p4kcM1RzKbjdY/kyKLn8GqJUblxuVSx2prW6RD6bM2uakuXKgc+dNx8Brx29wwkRe7SKsdDu8kXzYTdM3H3v/QgPDaC0uBjeghAqK+tw5x33whdw49kt+1FWUYOrLz8PM6fXYvvWzVj/5FPYuGED6qsbsHnb09hy3gYE/qEOg5/pRbjlGB7+4x2orPg0SkpLYOQy8DJOLZEcN7Ixto/Li1Fc5l3GHKbMlXiPxy2lzEB5wQgn85eX4PlsXcZL0gpHy5vT4UB5WRmseT9tJ/uv3DEVcH9loHo5JaAEXjkB/k97w4YNeOKJJ2TtwlAohMsvvxzz5s07fpFnnnlG4m3GxsbkX9r8srv66quPlwi4//77sXXrVol/CgQCuOqqqzBr1iw5n9XcH3rooeP7CwsLce2110oJCR7Aa2/ZsgXxeBzRaFTOoTvmyiuvxOLFi4/3Qd/89QlY4opz1HnsCNK9x7CvsgYPeb34RC4NJMYwZAL3JTPoSpZibtM0LJxTC489JtmpNqdXFq03jCxymQy8oRAWzJ8v2aVWb62MRevz6foa8Acwe/ZssXi1t7cjnUmLeKGVyqRlTWLjDLA0MZdnzyXTMhSKF9ZOy7e82qF1SxJBYjGMjcVEKDVNmy7JHdxOCx/9kOl0BhmYOGPBbMTGLsD+gwfgplA0nTiUbUVlVSXiY6OydJjX58PsGY0IBnwYiZnojUTx4COP4u0jYQSSHdgRi2N0zImKeXVwJAexc9cO3PqbW/DJT12HQMAnSRputxOMceS8s6f5FS5Eukn38+8oTHPSP6uG3wsqzoAppVas4bIkjA9VVdUiVOuruHKG5S4fP2aSv2gZkUk+wTo8JXA6E+jq6sI111wj/1OvqanBT3/6UzzyyCM466yzUF1djd27d4sgO3DgABYtWoR169bhxz/+MebMmYMFCxagublZzmeh1IKCAvzqV7/Cww8/jPPOOw9lZWV47rnn8IlPfAK8NsXb97//fdn2pje9SY7/l3/5F9nGKvksLUHx5nK55Pq8prbXjoAlrihCurqOYeeuPUhls+iBgeJUCvuGh3FzdAyHAiEsnjcbi+fUwmVLgOtmOp1uOJxuKfqaScXELbd48SJUV1e9dh1+ja/M5y4YDIkFjgJOBM64z9BltyNts2Ft2w4c2t8KM52F1+OTciRcpouJGxIvNx5Hll8BYlCuRVbv//CnRdjGo6MSH8aiuSxXQkFHgVhVWQavy4Wx6BiSIyMwZqWx+rJVqDKrcee9f0RHTwQd3WHsOngEWOIX6AAAIABJREFUuw4cQd9AF9pbD8JxdBsOj/ag5bEshtb1wFdRhAWLFyI+EkPz/oMiROctWCDZtBRoOS5bxr4ykcFGd2o+Fo5mRD4P/MkLt3yywnEr5LgV1XpmADscdjsoClmMuaCwAFWVlfL3+xpP02l1eRVwp9V0aGeUwNQiMDg4CIq4m2++GRdddJFYwW6//XZZB/GKK67Ab3/7W9x111349re/ja997WtoamoSkcbliGiF27t3r2z74Q9/iAsvvBDDw8O47bbbUFpaKiKO1gwKuR/96Ec4//zzRRBS4NXW1mL16tUiCGkB/OIXvyjrRfKYc889V9bBnFoz8fqNlqKB1h+60dLpFLZt3wHkMvA4gHBvLzoH+rExHkVLcQgl82dhxZwZaCgvQDYdRyqdhtPlgcPpEhdgf28nXE4bVpx1Jioryl+/QbxGd2J5D1qhR0eisgQWrWW0V5GZ1+nFwaEW7N+/D2Y0J3FzHp9f6qBZpVN4XCwWB/+uaLFmq6yqxnuv/QQKgn4Rv+K2pJCSunOm1GzjGqW0XvH+nUeP4oz6Rdhx+Bg2/GkXerva4AsWI5m2y/JeDncA8Ugf2nc8jrWJMHYMJZBsG8LIWBRuhx/vveYDYhltaW0F//6ovebPXyDiKpvLyn1FvNkd+Tg4qedGATcu4sQtnH9vFWN+Qbjl3cM81uG0i9u0rLwMBaHglIp9sx4/daFaJPRVCSiB150AY1Zuuumm48HmkUhE+kCXJouEtrS0yGdZNodfRpWV8rm3txd9fX1YuXKlCDOr4xRwbFy2iF9mq1atwtlnn23tliWMrP3HNwLo6OjAoUOHRFTwXrS+scirtr8ugWSMy1xl4HLbEM0kcfftv8fc+Qtw0aVvQnFBELl4FCmHB1mHC00NdSgNhUTAjI6GYXc44fEF8imIZg6ZRAx+hw1LFi2SoPm/bk/fuKtxFYH58+fAH/Cju6cHyUQMXNzdYTgwrbEa3gYPYgMxKQLMFRZChUXIZbLI5TIShjA2FpW/HY6A4qmsrAJceYLiiY2Fc8WNKdmedFfmkM3l5NlnAsC0WdMRG4gjPjCKu++8CxUVpQgUZVFU6IfD5UVBUSnKAmeiZ9efcOhoK8ysF1HDRE11NYpCxXjo7vsRTSZQVV2Ngf5+PPrII6gor8All16KTIbJDFmxxPHvk5a4fCRbfiUKSWmw25GvaUyLHIVm3olqMC2XTYSeiWDQL25eJjBMpcSFPIT8bxVwJ9LQ90pACbyuBKz1InlTxrE98MAD4kZ573vfK24xCjk2/s+ezRJyzNaj25NuVqs9+eSTuOOOO0R4vfWtbz1+rLX/j3/8o7hPGSfHODs2fpGx8b67du2S93S3fuc73xE3qmzQX/9nApQOaeSQcsSR8g8h5bLhjod242f//O+4/uq3IZ4uxx8jo2hp6cYF5yxF44wZGB0ZRSwWhWG3S6apDU6xzBpGTALB4mNjmD9nrhTE/T938DS6AJ/JoqIicfnX1lajvb0DtGalsmmU2ytR4y1EK2IiZ/gPHgo2Wqho1UqnkiKOrOF4vT40TZsJr8eLbCaT38xnftz6JsFo438D9L5m0hkUlZRgoK8XHUc6MH9GA3I2NwqCHjTWVcHtDwGGEyXTG7B325nwtnXC4w3AXeCEuzAAuBzoHegDs2C58gLDFoaHw7j9jtvlH19Lli7BQP8A0hla4rIwTbpQLfHG7sl6WrAZJnJSMoTZquJ7hSkpCybMXEbE7fSmJnANVafdLstxWWOeSq8q4KbSbOtYlcBpSoCxbJ/97GfFCkZ35mWXXSZfSn5WA5VMs3w5BFrl2Pgvbn7JWW3z5s34whe+gIGBAXzve98T96m1j69PP/20uElpyaC7ddmyZbLbEnAf+tCHRLRRULKd6LKRDfrrVREYy5hwR0aQbenFE7luGGeNoNIehx2l+NMTD6G9+ygef+BePHhXN7DqQrzr3e/E4ZYWDA8Ni5vUNLOgjcYwWf+L1piMBPRTgDQ11WH6rGmvql+n80nWs8fXstJSFBUWiouwZ2gYs5HBm1NVGLL3YWjcDZphwgOAgoJCqXkXjkQkqD8QDGHGjFmorK6Fy2VHOpEaTw7IF72VgmrjzzrdtIy5c3u9SCczyGRyKK+oxqw5C8D1Rem2joRHEOkdQSZroqq6FoWVM+TvkO5sr9cPlye/LJnb40Eylcqfd1zEDUpoA/9mq6qqEA5HJLHBZnfAHC8pYmWYitlwfF1UiNXQBlMscbTY5eB2ujBn7hyJa7WzDpzbdTpP52vaNxVwrylevbgSUAIvR2D79u247rrrZGmef/7nf8ZXv/rV46cwsYCN1jY2ujrZuAh5cXGxvF+7di2uv/569PT04Je//CU+/OEPy3br14MPPogvfelLIspuueUWiZ2z9lkCjl+WUtpgPFja2q+vr45A73AUe1o7EWhuxaJjx+DpDiPltqOtshBFTT644YQfPsQjI1jf74KZcqBi+2G01DTjqaeexurVq7By1SoMDgyJ9dXgqgS5LDLJGOLhKBYvWoAFixeJlfbV9XDinEWrM7OqmVf9xJ+eRH9pDeae6UTWZsfzmzeLKLPRepZJIxQKyMDCIyM466xVaGhqgsPtk6q3uVxaCvPSISkZn1KmY7xOh6wZa0hSBExmvppwOPjZI5nf2ayJvuEI6itrkMqY6OzpRv2MM9DQNANH2lsAg/c1xNUbiVDkZSTblQkqXBO1tLRMsmV37tqFwqIieLxuxOMJEXG0sIoR0IqB49+gnevYsoxIPgs3l8vCYQfcbg+mTZuO+rp6qYNn/YOLf8eW8J04M/t/76kKuP87Q72CElACr5IA3aYs2XH06FH5onj++efxgQ98AHRzfvOb3wQTGW699Vb85Cc/ERfrvn37JEHh05/+tLhNWH7k/e9/v1jeaK17/PHHsWbNGgkE/+53v4tt27bJfsbElZeXgyVH7r33XnHn3HjjjcdLMDBrj25a6wvhVQ5nyp+WTKaxeechPL5pF1qam/GZkWF4Aj4gVIQlKSf27gNGm9IIII45556HytsfgN0+gkBZCZKZNO6++x5EImFZmWDWrNngnCZYPyyXkVIhOS5BVV2DmbPmTgnxZgkTvvb2DqC5+RBSXhuCJcUoLS4SS9b+A82wOQ0RRF1dvXC5PVi+fAXmL1yMjVu2YPmKajgcHsSyg/RFynOet2bycc2X9LAscBSCsSRLj9gwNDSMYLBILICMCV3oC6Cyug7RZAZ/fGwjHC4/Zi6+CIdbm8UyyrAGFlSWPkvYA12kpvxNpTMZXHLJJXjPe9+HLVs2S/Yo3bvJVBq2rAMw6EpleNt48gIFmVhd6e1Nw2EzUVRciBnTpksCktPpkgxk6w9uKoo3jl0FnPUE6KsSUAKvOwG6U372s59JBhzrgVFosa4VA5OZjcfSIMxKpXBjnTZuZwbpkiVLpK/MSv3d734nYo7n01JHIcbj+OXP2lo8n5+ZucrMPO6nC5aWjc9//vMSD0eLHpfl0fbyBCxRwSP5Xiw6hg39QyN4aO2z2LBpC3p6e5BADm1uN86hW9pmoNyWRU17Gv1xNwq9o6ibPQuzlqzEwa0PAiG7LB3Fa7Gw7Y7t28GYxg9e+0F0HD0Clr2YNn2aLJNU39AAl9P58h2dJEcw8zY6FsOhlhZ0dR5DNp7A8FAE6axNsjsNw4WhcBhOlxN+f1CW5zpz6SIRQ+lkEqFQkdSAy6ZZwoPTxXhSmtysQrm0XuXxM+u1rKwUh4Zp+TSQSiUwMjoi/+Dx+gPI5IBQsADFRQVo6TiKmQtWIjXShafX3o9AqECuz78jeUZshqz6gGwOFVU1SJpe9A2OYOGCBTh4qFmsgE6HHVmWTLE7JRwv70blxBliBYSZgcvlQElJMaZPmybJEC6Xc0pa217scTbM/F/gi+3TbUpACSgBJaAEXpTA4OCwxKUZyKClvRuPr9+O7Tt2IR6LwGlzYNThxDKXC99xe+AvKAAMN9bYDDy2zItCuwP+xFy4YmH84Bsfl0LKoWBIRLbT5cKSpYulRMTKlWejsqoKpSWlOGPRAvi83hfty2TdGE8kEIslpBxHW9th7Ni2Ddu2bcZwZBSuwhr4vR5UlBSguLBABA/j0GhdO9zeieqKQrQcOoxzL7kGb7/0IoT7u16o/SapnYyFGy+ay1Ubcjn4PG4caj2M/fv2iyBkmZdQIIhINI0lS5dh1aqVaG7rxmNPbUFpSQHefP5ZSIz04stf+BSOdXWioLBQxLbDYZe5ZD27ivIy1DXNgTNYJaJtxeJZaKitlBqOhQVBeH0BmDYmInhg2LjmK4UfEy4ycDu5vqkP8xeegeLCQvlHFq99ujXq4hfE5+vXO7XAvX6s9U5KQAkogQlJ4ESrW1/fINKw4f+x9x5gkt7Vueevcq7q6pzj5CxNljSaUUISAnOxDNgmmXvBYBvsfexll/U+a/uufbG9l8cL9voBTI4mCERSGMXJOefpnu7pnKqru3L+qvY5p7rHkjBBaJRG9cGou6q/8P/Ol97vPee87ze++AXedv/tGO5qHv7p0xw7fRa7pWxtJA8zKS0fxcT5QoH60BRHjSK7LC6iu4NYquupak+yavVKdtzzVq5cOI7PH6C1pZXtO+7gzQ/cr5IvYvC+YsVyZVDfaAypNNxksznVdFNT+lxedfAK+Twmsw2r1U46Z2hHp9tpwWK2MhWeY2BoTAFeKhElkc4po1Y0cvMiuvPsmwC3ciGcsnHCzFnNZm0+OHr8FALOVy5frGnbfM5gMhwnmj5OxrDRPzzN8kVtbN24imIhQ8rIsnHzJgYfekjPbRHYlTo4Gf+atWt4x+88yKXeq1wemsbtC7Ln4ClWLG7W7eXzETo7PFozV7SU6+akfs5CURsvpJRi0eJFVAersJgtapv1WryAngveDKOcprbZBGg+9y/Xf+QVAHf9Y1pZYyUClQhUInBDRUBqjKZCEZ7ef5SdDz9MS+sinvzpd3nqoS9B02Is1ip9IOvjqmiiZDZhMwxmIrN8JpPC6nZh7myjW9LfgSpNYVtsBqnoJA/+zu/yk4ey9F6+rLpeb7r3HlXVF2X9N+okvqiJpFhhJQiFphXI5fNZYrEI0lBg81Sr8G1Pc5C6oI9kKksiGeHK1VHSmbQyadPhOSw2pzoVFPI5Zd8kx1luW1D0puHVrGqppEb15y9eZmBoAofdpt6smZxBOhzTUoZ4psCeI+dY3NPJ9ltvVk236fAMybkI9913H719fRzYf4Camhrq6utpbmrkwQcfpKO9g9Onz5JLJbHbncr0nb88wLqVi6irq0bqT6Ub1chny5ZbNgtetwuL1cqyZcv1nJC072sZwKdzBUpa+mHnzMV+psIJ2puqsFuKdHV2vWzAswLg3qh3iMp+VyJQiUAlAr9GBLIFg0wqxbe++xA/ffQJVixuw+4qEWxpY/eTj9Iwm6d76VqcDgcF6Ro0cuQTcXLZDHa7GeuiblauWE5bTbU+yASAFPIpcnnRHcvi8QYIRyMcPnJY/50/f4HPf/7ztLa2/BqjuzFnyeWymlaOxUTnLaE1ZeIjmhCBapsHq9NLtc+O026mb3CcaCxBIpVUlwMxdpdJGgpq62sIBHwYhTKAEwcDFdHTDk+Fbjqv2Sw6cmZm5uJgtmFzOslks+pdahRLdNUEKUaLGGYTLY21WnMqwLKUTVGyFAmHI9RU13HTTTerj/HWW7Zy/txZLpw/x6OPPEK+aMZkMZNNJzQ1my0UOXuhD7fLRmN9EwWjrAtnt1kJBgN4vT66ujo1ja4DFEeKV7nT9LnbT2dy2iWbTCQYM0qExyM4snMEGmoZmIxy+uQ5Tlpy5NIx3vPu36On8+U5lysATs+Oyn8qEahEoBKBSgSuRaBQYCIU5ok9h+kd6Cc2fR7DbuaBHVvYtHkdTo+XmqAbmymH2+NnLp4jNDODzVaWoKjye+jsaWbZkkW0tbRgMlnJZDOUiiLXYlbGxSzyEcWSMi+ti1q46y13YclY2LN7Nz/68Y/5kz/+Yy2uvzamN8gvAhSk7k2YKWleyGVzWrSfiMeUlcPmppTPkEpmuDATJpZIqa2Y1I4JSBK/UbHGElHemtp6vB4XRi6qciPaqlCm4Mo2DQKKFtJ8JRPdnZ1c7B0mkUoQS2SQLKCMQxqApMO4qbmWVUs6iczNkoyGcVpLhMIz7Hz8CTo7O/mzj30Un9/P3n37GB8bY3J6htBsRN0bnC43hkqYSPrWRDSW48KFyzTWNyLuE0bBoKa2GukwlXXV19U974i/2p2msn1xf8llkkSSGfY9sQ+/L4jR0EQhNsNNK9qJTE4xMzhAtSNFoWjgq62nr7eXYi7J4iUiBHN9pwqAu77xrKytEoFKBCoReN1HYLivn3/+wr8xGctS5fPx9BP7WbV2Jb//5o1U1wSob2yktbGFW7duYWRiVKVZkpcjuJ1OlizuZsmiboLBKqxWG9l8AaNYwCIsj0WU9cWwvIwnpOtR3AOyc2lu2XALockQz+x6hsuXL2kNlXQcvtEmqXuT5gVxIZF/0lwgoC4yGyaVMTDZzBQzCWbiOe3uddosFE3ljmABxOUu0CJGyaC2rgG71UI6VVALKkxSAyczS1TnfxcpEZOJbKFAV2c7d99xGzuf2Ut4Lk5tMIDL7VKTe1lHtd+F3WowMTaKqZTF6vLQ2tBMR3Mbweo6aupqtMv7zJnTyuAlkmmk6SCbTaucSMlqu+aFKp2v41MzDA1d5W1ve3u5Uzyf1/R6XW3Na+awP5d5O3rwCI/96Nu4auuwWQOsqAuSHLnIihWLWL1qNeNDI+ze+Rhz6SSpXI7bb92O1VxUgfIKgHvNHNLKQCoRqESgEoEbOAIup6a1dmxZx7333sdv/9Zb8HudrFmzSn1rZ8Jhwskkjz36E3LuLEWnmXc9+Fb1ynS7HFpwLoxKOp9V9khsnhaAg2AHeXhLt6TNbmU2HOL0idMM9g8QiUbU8mlRT48Ktd7AEf6FuxZPJojHY0gaNVfIKSDLZjKEZsKk8iVq/Q5SpRyZnBT9l8rWWaIKIgycSOGYzMpmUTLR2FCHNBWINE8ZtZnnmTj5JL+XpUWkH9U6L6S7Yd1KJqemeWb3XqQ5YumiTlKZPIOjV7CZDRKxWShmkOMs6VqHw47dYUEaJUSDbmCgn2wmTTKdIVfIK78nUiGSUi+L81rBWhYTzhUMevv6mQlNc/v27ere8FrrMl1g/mKRaBkEBzt5YtezfPgD7+WWLTfrC0hXdw8Wi5WWjnbuuO/N/Mtnv8j48ACbbt7IQCxNd2frLzzeL+UPFQbupUSvsmwlApUIVCJwA0agrbOD//Xjf0E+X6C5ufF5fqP7Dp/i21//Gm3dyzh4vI8Tx3YSrG5m09KbaG9tZWp6UvW/pExeQcVCik7ipOSPWGMJUyT2ATn2P/sUVwev4vO6MVmsbNpyG9u23a7L3oCh/aW7JOnSTCqjnq9S81YsFNXiKpVOEpKmBIsNh91MZC5H0cirT6ykQBW4LcRbas2yWXw+L53t7QqURUi33AQgAK+M4YRZEjAtKVeb1YbYUqUyWaKJNMWSCbfHRyyRJhpLEYlFoZimtsoFRg63y6k6isVSidD0FB63h56ebpxOB5cu9xKLJ0gm0/PHv3weiJNG0TD0OwHvZt26ielQmIMHDrJKpEKq/8Me75cG6hX+o1h/PfLo48SiEW679RY2blzP9ls20NnRcW0kEs+xqTA5nLzn3e8mn08QjUUoma2EEwYPPfwIN69dTnt7+8/5NF9byYv8pQLgXmTAKrNXIlCJQCUCN3oEBHy1trb93G7ufOYA/9/nv0xTjZOg38FvP/h2hgYucO7MSZ7a8xQf/tAf6sNJwIcAApmEbfuPSRRjS2rtZLGYCM1MMTUT0oe/w13N/b/126xbsYTurq7/WOQN8NtCmi6ZTqkDgojsCmsmQEdAcDQSVWAlumoTE5NlBwOT+MNqLlQRmQA0ZYtKaNp11fKltLY0a/2apGGFBb3muzC/mKA5+X58coazlwdI50xI00Imk8bj9REJpxkYGsGgQHNLLbVBnzJuhYJZwZisVwzrp2ciON2TZDNZZVClKUFAo0h/qESJxYrZbNXxCvBU+Tk5NywWcgUTl3ovc/bMGW7fXgbuC/F4LRz6TDbHN77zME8/9SRvftMd2E15Wtsbfw68SWNDNmeweuUSgn4X4Xia//r+9+Ooqueubdt46rEfMjl2Ox/+ww9dt92qALjrFsrKiioRqESgEoEbMwLiALD7mSc4cvgMq5e0cvNNK3HYHPRfGaTK6eRdv/875Gxw5MRRVi1eqTpimirVxN18mXw5b6ogw2m3YeRzNDY18xcf/99JJhOMT4aprW9kxfIefH7fjRnIX7BXArwEtIhxvDBkUvsmLJo2ixaLRCIRsvk8NVV+4tGosmZWTUuXEbIuL+uWmsJ8AY/LzvIli1SKQxg2qavLZfME/H5y+XI9ooAnBYnFEsNj01y6MorTE1CxZGmAMBULtLc0YDNnmAiHkTRuPBGlta1Vfxf2zed2c7W/n5NnLlDX0KB7l0zEmY3GVObEYrUIRMRktijjahL3BxkmZaBopqC1caIbd/bsaVavKbNwsj+vhUkA79HT53h61z7q6upoaGomnUzi8/mvDS+byzE8Os7w1UF6Vq0nUXBx5sw4+59+mNnQNEvrA9hNae664w66Fy1ChKqv11QBcNcrkpX1VCJQiUAlAjdYBKLxBHv2HWDv7n38+EcPU1/l5gMf/mNi0ST53ByFnMGyntXYfEny7iqefuRZ2j/QitvtIplMYbWJ7ZEWaJXZIhNUBby0tTYTnhHA1kBLS7OmUCenpmio8dDR3vKG8qRdYJsETOVzeZKpJJMT4wSDNVpvGM9k1PNUYI/f51W7uGvMm9S9zdeuCTSS74Wla21soL6hjkQiTpXfT9EocejoSdavW01LSyMTU9P0Xx0mHk+wbvUKbl63ko7Ocq1bKp3WLtemWi/1NT727NnF2NgMrW2Nqs+nXan5vNrfRaJR+gf6aWmsJlgVYGxslAMHD5NOZ3E4HOVUutmqLGy5dcWk4LOYL5DJpFSexmK1UQhWcfHiBcbGxl8zaVSx3Hvqicd55sePsH5ZJ0tWr9E6N+mYXWCI0+kM8VS50efcbIjHfvoj5oolZoZG8VlKfPA9v4vJXOLqaIj6li4mZ+JcHRyis6NNj9tLvV1UANxLjWBl+UoEKhGoROAGi0AqkeHwyad57Gc/wuloYd36dRgmG2fPHsPr87F27Tp279lDIj1Lz/ot/OgHXyQWCRMKzXJ1aJiNGzbpQ1xYGmGKFsQqRCuuubmJFStXcmXgKt/8+tdZtnQpy1csxxcIEgzWaufqDRbOX7o7C2yTePmOjY0pWPP7A/T19VJfX6d2V+J1KkXy8USctAjfit8o0oQqAE4aEuSnCUMlRAw62lpxubxEZ6exmgx1YxD/3137j/LW++9gdi7Grn3H1Ot0UVcHbW0tVAeDuo58NgWlPMGAl9GREcamothdHjo7W3F7PKSSadWBE3rw8qVLZDJZXX80HmP/gUNMTE7hcLnnQbg41AsHJ5p/eS34N4y8Mn/FokFTczNzs2FGhoZoaZJ0b+aXxuqV/KMA2e995yH2/fAhdvz225iORbht81buuftOrS8U7b1zF/uZnolSKuZpaOtmbu4oR596inf9zu+x6Z7NZLJ2/u1v/weDkzPc3dTFoQP7OH/yMB//+J9TV1f/knenAuBecggrK6hEoBKBSgRunAgYhQLjo8PMTcU4fOgctTVh3nT/3ezYditmPkKhVOLhnz7O5QvnWbdqKbWNTbz1be/gS//2r2zesgW3w8FkaBibMDAFa1msQqya7Dba21tZvHgRR4+dYP/Bwzz2+ON8/atfZfOWzSxbvkIZohsnki9uTyTNKc0CYkB/7MhhvvHNb3DHjh3cf999CpKk27NoFCkZxXIRfBm5qSyLyWJCJVkyObwuB+3tLeVu1HyGRHwOW3Ut227dxDO7D3Lp8gArli9i29abOXv+Ik6HjVw2WwZVWp9WwOUqOzGEZ+eIRGYVKAqTl8sb0tyqWm0jI8OMjo4q61ddFcRuMnH81CkFgdIUoY0KZrOOK5dJk0olNKEutY8FqZG0WnnLAw+ozMijT+wmZ/YQnotq0BZYyRcXwes1dzn5H4+lCDTVkGoM8N0f/YSeRYv54PvfT3XNQqOFiZ/u3M3uw8dJlEqsX7aYd9y/jY//n9uxNProjWTITyTou3qVhsY63vlbd3C00cWevfvU5eJ6jLYC4K5HFCvrqESgEoFKBG6QCEhHY219Lffc+1s0ty3m/LnTdLR10tzYwOWxIZ7+0SPMjIVYtWKp1kvFZ6dpa2ng0//vP5FNRPnOl77Gkk31NC3fQldwMdFMBHPJREtrC2tWr2J4dIzLly/jsJp4y1vewtkz59Ss/Z577qaz/T+6+m6QcP7auyEpu1QqxVe/+hWOHzuGMFQnT55k6ZKlCCM3MTNUtitTqZAy4yasm7CcIu9msZo1fdq5qIe6hkZtZBAgZeTFwSGG31/Ftls2MBeJaV/whrUraaqvUTmQXC6LpDilwcAqYNBsUR03SYP7PQ78fj/+qqBquFktVnWHGBoaUr26hoZGTQe6nVYdS1Gq3iwi6Ix2G2dSSebmZlUfTjqPpbotk8mwes0q2tvbmJ5NEKhrJR6LsffgMTbcvI7q6upfO27Xf0apR4ShgQG8Hj9/9n/9I4On+qit8bB02RIKAqAtZo6d6+XIyV6k8eRur4P/MtTLZG81xeYluMZsnNz1GPuf+RlDo4OsXLOCsdFhZS7/8EMfpGG+XvCljr0C4F5qBCvLVyJQiUAlAjdQBCQ9VzX/AN2yeQPyLxJL8vkvf4NHDj/L2IED3L51O4tWLdUH87LlS7l5w0bOHjrCs2fOkwq2870vP8LiDXPcsiWqIM2VkPzFAAAgAElEQVTldNLR3q5m7CdPnVWfzK6tm4knkvz+7/4+Xq+k6NpvoCi++F3J5rIc3L+fc+fO4g/46ejoJBqLcer0aQI1dUi9VcDrVXBVTrsK5DIhYsfidCHm8aZSgcVLpFDepY0LklwVNksYNrHk8ni81NUENQ1bKhZpqK+hUMir1Zbor6lLhlnSnQXVARSwYrPatXE4mYxrnZtsZ2ZmRhstpFO1u6eHgYFh4oUiXV3dXDx/SUWbBchFwhGSqQRd3Z3U1daRTCaR/RR3jltvvYXpuTi7D50hlcqq7t+lS1d4Ztde3v62BzRl/OKjeH2WEFCcNfK4bD66arrpeWA1R/c8yuTEBLG0wZET5zh5coCtt69i+xUf2y6cw2UyOHC2j+PVBwj3nuPr3/4W2WSC977r97ntlts4frYPh8PDSpebcHiGYLB6XtrlNx9zBcD95rGrLFmJQCUClQjc8BEYHR3n8JEjHD9xgtsXrefJ8TDH+s7xwDvewZ3bt9HS0sLe/Yf56kM/orGxkXe980F+aivxs4e/w9JFS1i7ZvW1poTk9DS1wSo1S+/tvcKyZUtYtmzZDR/DX2cHrw5cZe/evarpJg0AsXiMbDbD+PiEpqHJS22aS5sD8vmcMlpOp5PutkYisRRXh8fpbm+hvaOTQqGkIEposKLYNBgFXZfZasFhdyCeo/lcTtkkGZv4ppaEHTObKBZF6cWgVEDTqi6XS9Oc4vIgYFAkRoRJ6+ruJh5P4nS6qKsOMjkyTHtbK2abOD+kVIw4lUxx5513cO+99+ByeVScWJo13E6Hjvn40dMkkxmcdgtGocxA7tp7QFm4zs5Xj40dn5hSaZW2llqM7DQBbzPh0CR/9//8K3Mpg5nJBB/5s3tw3zHFpb+8wm15B/hKrDnTy9GVYwy3dPLxD/8lmfQ0fZfPsevpp6hfugVSab789e/SVu/n3e99bwXA/ToXRmWeSgQqEahEoBKBFxeBuXCYgf5Bvv3wo0z3HebOB/4LO7bfw/Z7bxGKhjUr1uBwOuk7fYEffOEbVDdWs2ZlD153iT/+yB+qZtYdt996DbyJNtxTz+5j1zNP0t3dpabn9fXlQu5Xt+bpxcXl5ZhbtMaeevopQtMh/AGfptpESqQ6WM3c3JymUzvaWwnNxiiaraSzOWlhoK0lSGNdDRNTYew2M1u2bNHmBUmJaqZVGTgDNWIgSyYltXImFe4tiel9yaCgIE+AXtlaS1KcAuRE0y0andPGAq+nRi2uytp0JaqCQa2DS6WkocFOyWzm8sAwm6traKiv5+ypk/rzdx58uzosSANGOp1S+RBJwQqwGwknsAQCeBNxsmkRDy4gsiPDw2McP3WGVxPADQ6NcO7CBVoaagjYPJgpEqyp5dylPlatWo2jGOXQ9GG2OONMvifA969keE8sgbc6wMb6Hdxc00rrcIpjTUEeevZpuorwzs0rtInjXz/7KC7byusi5lth4F6Oq7GyzkoEKhGoROB1HIGp6RB79uwjFYsxF42w78Ql3DVHuevu+9i45qZre3bk8CGeevinNC7upKmrQ/0sJVW6ZOli7tq+5dp88kt4dpYTJ0/RPzSs9k733X3PtVqnhU7M5y1wA394IWC9enWAffv2YbVZ1YVBpDWqqoIK6AaHBmlsbiIQrBblW1oa67UIXvTe2pvrSaWzxJNpFnV30NbaolpyAtLMJbThoCy9JgBNcHeWdAqY7xItlSwUiwXtaJWUqujIYTapAK90hEqtmnyub6hXk3pJydrsDhUOFjmRYrFELp9TQGZ3OBidmGbH9u1I68rmzVu47fZt5e7TfE4Bi4BEwyjgcDlpb6sjb5di/wjJeBSTSdwZTCTTac6cPcedO7YRrKp6xc8COTZ2u53G+lo8HhdOl4tYMsX2bZu59Zb1nBsIkxrKcWXPHF23OGhfWeTbPSWi+5KsX9XETKqVzMURxmrMdK1ez47bbqOtuYXmuipC4TB33XMfyxZ3a7PHS925CoB7qRGsLF+JQCUClQjcYBGYnJxSH87m9hbe1drMHbdt1odOc1Oj7qk4a144cZaf/Phpfvi9b/H+P/oTFvV0U18doKurS1NuPxeSEty2dT2bNq5l3Zq1avP0c/PcgF+Uexqfv2MvBKynTp1iYnxcraiSqTQC4MYnJhkfG0NTmMDcxBiu6matefM6rXi9PrweN30Dw9qAsGrFMqw2u2qvaafA87RwSwiCK5ry5PNlH1Kn2GFZLGC1afODCP6a9X/SxGDSLtF0Ks3k2CS3bL0Vj8tFMpUqd5Xm8+RyBd2W2WIim8tQU1/FRCjEm9atZPWKP9LGBknTyiSASCbDKKpDh81uo87uIJ+v4YrFSd4w1PRdUrlSh3fhwkV6e/vYvGmjLvdK/kdA6/BgH6aSocznWN9FNm3ehq+qmocffYK+ZCPeJdtIHXuUvZ/K0vSxFOnOIt/Z6+Lm8SnyS4Zx7lhLo9/Fs3sO8szOJ3nrm+9j/+EjeD0ett+2mZZKE8MreUgr26pEoBKBSgTeOBFY1NOFyj0UDLVjqq2tvbbzmWyeJ5/aw/e+9e+sWL2OhqVruXzxAn/wvvfT0PDz2lYLbFMwWEVjYxMCHERK5I0yLeCostvEjAKwhroaZSsF3CUTCS5dvISkIwWsiV7bdGiGyHzq1GsT94VZCoU4i+tbGJsIYTcbyrhJl2k8kaa2JkhzU1NZnkK6UnWj8h8RUS5DSHEVMJVMlEQwuJRVss3lKHuaynyiQ6csnDJwZhVhtpRMtHr8BLyeclNDwdCfYqElnZrSQCHLCVsnKVKxT5MUqdhrSYOKTGJ4L4C1JKyguQhWKyJPMhMeZNGi5fpy8NOfTTIXGseqVq0lJienGRgYfFUAnM1mo/9KP1/44hexmkv0NHSx+d7beXzgMCfOjeGtdkI0jtVRxOyBdq+VFR9ycNpIc/w7swweOYURnmNueIQjx08QcEJnd6deG1WBKo2lzX59uLPrs5Y3ypVY2c9KBCoRqETgDRABj8fD8mXLtC5KHmgLk4CxC5cusf/hn9HcVMeyVR3ctuOv6Wxr/E/Bmyy3wDaJjtmy5cuVYVlY3xvhZyGf49jJM+w+eIpEukBLQxCf28ayJT2sv2ktIhjbd6UPo2SQSiYJzYS1+1Rgl8NmwUjEMRspnEUrTiMHgRp8DivpVIZ8vkg0HmftymVqPq9QbV7cV8GbujPIMSiDOEVdamJfoJCDvNmE3eZQkCXzi3abzCkMXrFQwGa20rRsucqIiGWU+KSWRAjOJAydWQHc+PiYSoCII4QwtMFgQJsdBMyJnIjI0khnsyxTMokuHITmYtrkMDs7SU+HaNJt4KEf/ACzVfxcy5nceCyuDJhImrySk9Vq5f777+cHP/gBZ8+e5a57f49E9wT1beOsKzUyfmaKbDxDw4N+lt6do7aUYm7QIJVx8tXGNnyJApndR7T287Zbb+fMiX187Rvf4MEHH6SlpZW62tprdaEvdb8qAO6lRrCyfCUClQhUInADRsBiEVmJ/3h4ZnN59u7axeEDT+Nrr2Lluo10tbewdOkS7URcYNp+USgEyAXmPU5lXpkWwN0vWub1/v309DQ/e2Qnj+0+jsXh4z3veID1qxdz7uIlHn16P2fOXaarvZHZ2VnyOUOZq1gipYCnpjpINpMmV0jRbDFjy6SIh0aorm+mrsrP6MggRsmq2VLp/pS0q0h8iOtBmXsTrbiyfX0Zlcnv5c8mib9RIpspE3R2p3Sm2rTrVAGUyaRdqplMDhpdypoV8kWKJbN2qMoWbJYy+yZOCsLI5VMZqhrdSC0cRUP3QY6vgDcRGZbGCBmckS9g5LME/B4y6SRjoyN0trUhYsDhmSlcTocyhQWjoOt9pQGcnHNr1qzm7//h7/n293/IzTbIHz9PYF0LHbdayFkCJPoLWONJBr6T4fAkhEbMWGO13NRuJVvIYmqoZ/3a5dy0bjUX1i3j29/4Cl/8whd44IEH2Lhh/XU77ysA7vV+h3iFxi833L/6q7/ixIkTevLJW8qHP/xhfVORIUhx6ic/+UkOHTp0bUQbN27k4x//uHrmyfIyzxNPPMHnP/95duzYwcc+9rHnPSA+85nP8OSTT+rycuHfe++9fPSjH722vsovlQhUIvDqRGB8copnnt3DlcFxHntyL4u7O3nbg7/DkiVL9MEvo3oxYOzFzPvq7PFL36qkRb/5nR9w7Fy/msTbTUV27z+Cy27hnh23UlNTx5NPPsPl86e1/k3Al3Reetwuzl+4qADKRBHJtuVtJsJJC5Ojo7QGO3DaHcrkXB2Zoq42SHNzs4KvcspUKCztPVDCTQCdIjpNp4qQbrkTVYCaNDDk8lnMVmHi7CovosuazQq0pCs0WCsWW2byhmjDSWdEEbOppPfuXCqlKdVMNkM2PIdrqZ1sPo9NGb8iZrNo1AmAU78vTBYzqXwBqzB/VouOOZ2K6wvAsmWL2fXMiI6hZCoqeFsA+i/9aLy4Ncj5efddd9HR083uz3yJx78yRmZ5EJ/JhxUP9kKBxLiZdMpCLmOiyurB1W7F4bBS77CxYkknrc31egzve9M93P+mO5C6UpHZkXIE2a/rcQ1UANyLO65v2LmffvppHnroIT7xiU/Q3t7OX/zFX/CBD3yAb37zm9x999185zvf4W//9m9561vfqsDsU5/6FH/zN3/DqlWrlDoWKvrP//zPVYFd7FdEv2gBnMnJ/Nd//df84z/+I+9+97t55zvfyd///d/rNuQk/5M/+ZM3bNwrO16JwKsdgfHxKT735a9hLmRZtuommj/0MZZ0NLFsyRKtk3q1x/da3P7xYyf4yjf+nUuDk3h8AWyWEqlklNPnwlwZGKK3rw9/sIY7734ThegEzz7zBIl4lNGRslq/w+kgn0rjM5dwOszES2bmTCWMfIaaVIKJqVnqqpzqhLBx/VpcLrc6J0jaUlg3xUtS/vYcYC0do2ooL6lMYeDms6ryYi3CvVazGYtd0qmiFWfn8sgUkZJBe4eAwxIFqZ8rGVh0/WZNd1ptNpX+yMUSuI0SVpeLbD6nqdNiCYS/lbGUAaQAxhKR6JxKnEg6Vghe8UbNZpMs7e7k+FEPsVhc5WmkJjCfyyuwfDmPsXCSwjQ6rXZGJ6fIFvJU+z2cPHGSvr4+xqs9NLS24bB6cLo9WF1OTFYLdApAFTgsXatW3A4XTqdNNQ5LRp5YNEJHaz2tLQ3Y7Q4VOb7e+1EBcNc7ojfo+qQz57Of/awyZ7KLb3vb2xSg7dy5UwHcz372M70pvOtd72L79u0MDw/zyCOP8MMf/lBB3dKlS/nKV77Cpz/9af7pn/5JWbmFUEk7+sGDB8nlcrz5zW/mvvvu49y5c+zZs4fJycmF2So/KxGoROBViMCps+ewmmDtTWtpa29h1cpVWvv0KgzlNb9JcUsQ+6uvfet79I/O4Pb6NJ2YzeSVcXHazDjMBQ7uP8qKmmoCvhxjyQLBmjqV7Lh4sZfqhjr8fjuFmRy2ImTzFjL5knaFFtJp0qFJzDV1hGajVAX8LO5ZpNIhCs4Elen/y7VkSsHNR03BhtTHKeQoUSwYmC0WhO2SRgTDasUuYMRmI53L09s3zJqVZRuvmdlyg4KAPU1+l0qaqhW7L+ksDUdj9FidpLICxrK4Pe551FbSxggDk3Ymi6bdbHhG8Zx2vZbMKkmSy2Zorq1l6aJFPL17DzU2O9lMRsf1ch902c/DZ8+zdtNSjh0a4Gff+y5tTR62bL2FaDhOIZ1g6ZrlGHIMbGb9Z7c7kX9Wu1PBqtb4YcYo5ImJn20qzqIe8f3tVvD2cu1DBcC9XJG9wdYrnoULk4g5HjlyRD9Kx5RMp0+f1ottgRYOBoPaTSWehwLMvF4vbW1t1NTULKzm2k9h4/70T/+UqakpBXdyk+jv72f58uV88IMfvDZf5ZdKBCoReOUjcOvWjaxdvQyrxU4w6K+At//kEAijlclkOXvuLN/69+/QPxzC5fULvaSpQE07WiwY+TSFkpVQyczy0SGaW/I807aWYK0Xr7gvpNNEYwksLhsWSsSVUZNEKjhtUltmI5ERZipDJl9gxy2b8Pq9apsl7Bs65/PBm7JtkjaVvz+nSUE+Czkm93MBesWiTS2zTDYrptAMW7xOlt28kkRKUqxWTKUieVMZpEgICnmYnZ1DRIiz8QRtPU3SlqrA0GqxYZTyuu8C8KQGrmgYqmsnYFG6ZwUJSgpXnhn5QoGMxUR7dyfeI0dJZzPPAUb/ScCv01czs3M8s+8Ys0f2Y84PMVFYjmG2MN5/hWxnN513B9j5vYMMXaildWkXIqtitZco5A0FzdZCsWz5ZULtykTPzmWDtasXq5zOwvPwOg3351ZTAXA/F5LKF78qAp/73Od49NFHFZBJulMmqd+QG0X5ZlGuh5GTV5i7he9kPr1ZvGADAtgExElqVjrevv/972sHkLB2knptbW19Xq3cCxavfKxEoBKBlzECAb8f+VeZfnEERFT36uBVJCNxsX8Yp7da2jjV3F3yh5JWdGHFgsH0TJQcJfYZeQaf7Md9ew+dVbU0O03E0lDKpckKYHM6sDrsOMwWTV9KQ4nNLmK7kEgmaWtrZdHiHrWn0sYFQWPCrml6dL5WTTs4S4hWW9EQd1IxvS83pohkiLBpsl4FWMWigjRZSzQ8y5otaynZ7cQjSWWapCtVQF9RU7BFpCs1Eo0yHQrhLBg01zdzfDZOMOjC7bJTTJV0bCL0K52uc7GY2nCJzIh0pur2NS1bUnAn6VUxeRcf3pnZCKlM+j99Xvzio/Cr/7LwLJJnU3g2yp4DJ7hw+Tzey32k3Y1sem8Pu78/Sf/eAzRMnGXmip2rA15q8oto7G7VDRiFgrKYeYmFpJ8LBrlsGjMFWprqWL1yBYFg8FcP5jrMUQFw1yGIb6RVSAOC1LLJhfalL33pmo9hZ2cnQ0ND5bc80TZKJtXsWEQ9nytDUKaaywBvocNtZGRE69yk3kBSprLuD33oQ3zxi1/kX/7lX7j11lsRRq8yVSLwckRAHiTJdEZTQQWtEzLpA8jpKIuPvhzbrKzzxoqApE4vXjjPiVNnsVjd88xWWehWGKigz6XNCxOhhFpG2YwiV1Nxjk1O8fblq6ltXUPR7gRSymDZ/HbsbicOi1X104Qh085Rk0Xvq3ZLiVs3bVAbK/2buQzcpN5MmgbknNbaMwFz5SylMl3iZyqgQ5mhhUI5WbelnIAVpi+XzpCt8lGoqSE9F8NktlESuk2aF8ym8v28JHOWaG1pobf/KpOSIm6rpt1Ty4W+Ae1Qlbowuce7nC4E4M7MhLQHVr7TYc2zi/K7pFNNRWlscGCx2rHaHMyGI0hcxYxBgNf1YrNkPbF4kh/8ZCeD/Rfx2Urst5nojab4K58TezLObCrK4bEMPNJEz7rlDE5dpWOmk/r6JmUcBcSlUqJzV8TjctLSWEdHexstLc1YhV18hSZtUHmFtlXZzOs4AsKcSaPBH/3RHylbJizZPffco+lRubjkd6HGJZUqNRCSYpXUqXwvxsxy05Dvxd9PJmHmUqmUvmGJeKV058j01FNP6Xd33HGHfhZgKJpUlakSgesZATlnw7MRLvQNc+DkZfYc7WXviQEuD84QiiSZCse4OjLNzFxMtbGu57Yr67rxImAUDSbGJ4jFU5gsFtVQk5ShmMbXVrlxO8xEYgnSqST5TJrZ2Rm8phJdATcXzx7DUV1Lw7J15cAUDC3eF9ssw2xCXC+0D0AYOKsNNZU3CgoWBKiVOzxFMkQWnxfx1QXKnqZKsykAKq9Izn25H8skTJjIe5TXUdIXcAFz9dXVJOdiZLMFNbovFnJIIlcaJGxWM06nXZ8DwgLetWMH3sYefnj1PMWaEDV+K/2DUzy5+zg7nz1Eb/8Q0VgEAT0Wcxm8aVJYSMKymowCNOEDpcnVZLHidHkUZMkz43pOAt5y+QI7n97H4UN7GRrsw+ey09pQzdzsBBcHZjF76jE8bhJVnaS9boYm+zl14iSnT50qN18UchSLOWqCXlavWMK2bVvZumUzHR0dmk6V+L5Sk+VvpFWwMlUi8CsiIIDt7/7u7/SNyu/3a3eOsHEHDhxA5EKEJTt//jzPPPMMDz/8MEePHmXr1q385V/+pdbCSSr0fe97n34vmwqHw5qGra6u5uabb9bmCAF/kpqVbYncyO/93u/x3//7f9flf8XwKn9+hSJQNMo3f73hl58Yr9CWr99m5iJRTp+9yOkLVxmZijIreSuzjcWdjSztbKC2yoPX7cRmsxCNJQmFo8o8CCN3vViA67c3lTW92hGQOrDjx48zPDjI4OgERZMwMOXGgKDfjddhZmRymmgsrgAulYzR3dXGrbdsZcOGm1S812pz4fO4OXHskLJR0i/qcruRblSZ5LyT/0kGQ7ompWv0pvXr8bjd1xg1bVIQrTVpMBChXZl3Hkvo8pL6pAzSVJdNNNrmr2HBe1LnVldXi9vl0kxIPCF1aBYsJml2KCsCW0wiN2JVX1NZv7hryMv9zqd2ceZ0H/nJGba0tVLf1kVRtOssJhX5FV04h82mQE2HpGLDSheWZUYsFpxun+rN9fYNUlTHiALbbttCfV3ddb3ujpw4x7e/+10O7H5aPWS7ujsI+v0M9F/B4W/BFajj8pn9ZVcJq41sLqsp3v6rAyxftoI33XMXS5YsZsniJVreI+UFyirOn4iv5D2ikkJ9ta/+18n2pYlB2DTRf5O3twUmTT5LelN+fve73yWRSCjzJt530rgg7JtMy5YtU8kRSafK38r2KzlV+Ja/S6pVwJssL3+T9Qm4W0izvk7CdMMNU4B2eDas9jj+QBCbwyVPE5xyE5/XeH09HaNkMsXxE6eZnIljcvrxBnzUVgdY3FZHY433ecfPYbfi8ziZiyaZnJ4lkUzR3FD3hnMSeF5QKh+eF4GRkVE++9nPceToYbbddisBf4DpSFLTjHZp3TWyzMzllE0SCZBcLs2m9etYt24tNltZPHfTzWvoG53F6Q3irwoSnZtV0JBMJHE7nWXQNo/EimK0brMTT8QZGhpkw4aN5HJ5zOayQ4JANJPmTMvsloAJYYQUuJkEUFmVwZOdmCfpdH9kvTJ2eTkfHhxidi6u+2CioM0r4k8qYM8q171NtN3A7XIj19PXv/518ukQ73vrvXS0tlNw20mlIrQ1VLFo6zpOn7tEX18/XW2NyviV21jLW1dQapJEYDkZWFdfT1t7O729VymRZ3RsgpUrlj8v5i/lQ//AMI8++hgDl84yOjyI1eHjQkc39997JxvTafrPH2DdbW9j673v5uAT36JkKmF3lMWJJWsUi0XKTJvVoqBOO3rn07uyR/M06EsZ4otatgLgXlS43rgzSxrzualM8bp74SRgbQGwvfBvAtqamppe+PXzPksqVf5VptdGBC5cuIA8oKSWxelwMDw6RX1PM7ZAI9ZYCa/VwGYu4HJYFZS/km+ev0mEpBZpfCqEYbLR3tZOY1WAer+HqroqsM+j0ResWBiPmqCPKp+bofFpRiemaW6oxWar3DpfEKo33McTJ07y6c98WstFnC4HoVBIZT0mwlHsNgtuh425uSipnEExn9e06uYNN7NuzWqFWdKBmckWlfGq8joJxYq0tHUrgBNLq0w6rd2Z0swgLNcCmyZgSj4PXOln4/pNz0ubav2bpiZLmItl5wNtPCiVGUHxJVUGTNKo80yd5AX9Xi/1dbXMTIcYn5hU0Ge1mnG5HPryJqlPMaAXACfOCLLO6ppaPvOZT6ssyCc+/ufKpE1NTzMRmqO7q4vVK1cSCFZhttqIRuPEkmkCfq8CnzIDWAZtMh5Zv6kk+2UhEKzF7Z3BKIgF2WnuuP0W7A6pD3xpU75g8NjOnQwNXKKurkEbM3K5FIPDI6p7d/ttt3Lu/CVmxy6w/va3U1tTzf4nv8/42AiBQICPffSjvO/971c5FBnJa+HFtXIXemnnRGXpSgRumAhks3niyZRqGZ08cUyZ1G133UnA4yWVgaP7DjJ+tRdnkwcj68HlsOB3WqkuGFRbClr/8VoFcdIpdmVwlAu9g2pPRHqMUC6Hx2SmxuenraOV2hUdWNwBZSaee1AL8sFqoautnt4rQwyPjtPR1nLtRv7ceSu/37gREAC1UDXw9NPP8Jl//mf6r/QhlleBqiCxaAxsUoRv0XqvUslKzihqijSXSbF6xVJWrVyh4KjM1giAKZvI11X7CcVj1Da2YTl3XOU88oW8MnHy8it8mfqZqqGBpFItmubM5bKqDyfo7prdqaRJLcoNzR8MWVa8SMWAXhoRLGVPU605K2G3SOq0jnw+x/DIKAWjiMftxOv16IubXBDSOSov5wJapOFAAI3UMJ85c5qli5exb/8RZmZmmIunuXPHNnbcfjten4dEIklrczPbt21h/4FDCKvocrvKTRZWM/I/Capkfo1igasjISxOH8HqGu1w7R+aYGBwiGVLl/5GJ5awjwv3pN6+Kxw4sJ9D+/eyeu06/IFqxkeuUhf0qhRLoVBkUU+XSqPMxgZYevMdBGoaOfjk98ikY6xcuVJdFH6jgbxMC1UA3MsU2MpqKxF4vUSgYIi0QYRMtqAaVGfPnub4wT3ctHwZkfNH2eUNk+j34wtHqO4JqtSU2OAUMRNOlUhkIVMwqA+UsFrMmv5+Le27yBOcu9THnv0nmJsNIdY98rAqiyqArQT1Z8+y/Eo3HTs2UdXYjl1LtiGZh3S6iBE3qHZZcPuCjAz1I8bsTQ31lXTqa+lAv8xjEQZHmDURGP+Hf/xHZcCkBiwYrNYHe09XD4lcnv7haYTViiWT+hIkLgP1tUFWrlquzJW0D0gtmYIuk4lCUVg4J401PsarG/B6fWpmLyK50s3vdIhorP1aKlSWs1ttjI+PIx38ixYv0jozMYIXwKJ1bVJDpnZa8ylU+V5YLk2mluvgJK0q4Km6JqjM2uDQiDo7uBzl8jEx1LQAACAASURBVBfJhgjEVNZNpEbmTekFKPp8Hk6fPqNM9Nj4GI8+9rimXB9469t465vvUfAmh0OuEym5aW1tYdWqFZw5faacerSUx6pWDYIQSyXSqQTjk1m6e9owMinSGYNcPsmze46wqLv7N3L9WABvsm8iFh+eizM4OkU6ewSjZKexuZm3/NYDOOwuYpFJTGYrwSo/jmSCSKyfO+68U5nEH3z3ywwMDV0r73mZT7Vfe/WVJoZfO1SVGSsRuPEiIIXVAyNTGCUTZouV2pogbruN6alxei9cIHT5Av3D49hMDuosNooFO6agsE9OfQgJYCsYJiJpg0yuiNMqD5Byh5vc8F8LU//VER59YhdTk+OUSnllE0SXSoqqBYiWLBYixTxjU2FCM3EKNh8Zk5dIAuKzBTLxIvkcxFLy5HUxOT5KPh3VeiHRL6xMN14EFpgbSVX2Xxmgf2AQh9PFnj27+J+f+pQ2cQnAkuMvhf+bNm3m3e95N40N9ezae5BUOo25VFKpCTMGmzeup6G+XlOfAiokbbhQMyWfhdlyOt1EknmmxgaIzM3O66RJDZZDQZR0i0oHqmA/ubai0YgyYevWrkVsp4Rku3bNaZ5U8FnZF1WO0MLfhJtboBKl5k28OcPhWaanQ8oqV/kDamUljJts02Ipp01lXdK1arVYqAoGOXniBJFIhOmZEOfPneF33/VO/uGT/zctLS3XTghl7IqiB5fXsRoFg4mpaaS+VICd2WTRscg6E6kMA8MT3L51PdmCwehkWEGhMHvNDeL3+stLcK5t9AW/jI1PsGvXLiYnxvXlUhjT8clpBZLve8/vctPadUzovUFe6Yp6L7TYrDjNOUqFFLW19SzubmPrpnXU1V7fhooXDPVFf6wwcC86ZJUFKhG4MSIwOxvlyLk+ql1uMOIcm0vT1FTP1tXLqPa7+NIX/o39Fy9RHashnx7C6g3SY6vCyBlY3eUiZFEjKOM0M+G4GGMXaQqCx2YoOyW1YuUH1KsD5pKpNHsPHCE0PYXTIcXX5TJvlYGX9ErRhM1SxGqyUjAVmR4exmH141jjxesLYtEkjwmTzaRprWzRjOGoYXjkLHW1NVoXWqmHuzGuh+fuhZwnIk7+xK6D7N59GL/XTHtrE1/76lfp77+iKdJsIqGyHl2dXbz97W/XjsRgVRWrli/h2T37sXo9ZNNpFve0699kfYKyRELNJE0H2llaLnwXoOj3OWhtaaa6rpWRq30qqSFSTIlEHKldExZOz19l08wKyC739qqor6Q7M5m0fqcsnFyU4p1qiN+oJio1fSpXbUnFc4tab1wdrCaVTDE1OaWYzu/z4XQ5r9V3aW3avMyINJZpV6p4ppot6lkq1790o4pu5yc/+Ul12lkAvwvxFCAo+5E3CnT3dBOJRQlNTSlIFEBnd9mw2a30njlPX+84w2O34PEGsNkdWLESi6b42c49tLY209jQsLDaX/lTJFb6rvTxzDN7GRwaIJvNEPC6ue2WzTQ11lFXW8vWzZtIWwz8PYu5dHaKNn8Bt9NEMpUhny+STUfpqLdz921vutax+ys3/ArOUGHgXsFgVzZVicBrJQLRaJS9R84yOB4mGU0qvVTMF0kW0xiNCVobGmlfvJxIPM7U1CSZXAGL3YXJE8AebKCj0U97jZj9QLZQomAI8wa5gom5fBFrrQu7dCun0qQzWQo6j6EMwoIn4ysRi9NnLnDw0FGsNos+fKTbTR6CZfZjngaRXJOAORF/EPV8w8AbqKGxsY4qrxWHTQRGzTjtJkTb12y2MdR/ESOf0PTZc5t7Xol9qmzj5Y+APOwf2bmLZw9dJp4tkoiG6b98nr4r/UxNTs43KTipDQb5g//6ATZukmYCcZKya+3W4SPHyWTT2M0lNm/aiNuzULy/wIjpGagOCFLQLzVrkm602rxMToUYH+4lJ4APk7J2Ig5rkX+Wcs1YOQImEvEEzU0t9PR0I6UQchJbBGgpW2bCaberqK7iOd2ORQGXpEframo15To5PUUqncLn9SHNaXKtWK12nU9QnVyvwsIJgCtLk5SUGZN7iFhg3XffvXzwv/03VSN4IXiTccr1JuvI53J6nYkSwZUrA9gdYvxu1w7d0+cucvzkWZKZPIFgHbduXEMmnVIdRpl/YmKSbDrJyuVLfmmJhmjNCbM3MTnNV7/+LR55bCeJWER9VcWf1efz4/P6WbV6Fd2dHcgL2aWxDH0XR+i91Ec8V8Lv9VHMZ6iuqWbD+g0sWtRzjb0sx/21898KgHvtHIvKSCoReEUiIKBq18ETDAxPUtK8i4lNZhNbSgaJbJYr2SQziSg5o55NN2/FYS+Rjqcx5AHiduDzV2O22FWwsyFgJeAxky+ayBZMatydD9gIOczYU0VaAi7MVgu5gkE8niKZzhKJikuHWKyVMzkvVzeX6Dft3neIyanJsiSCPNRMCz6R8yBOI/6c6nQFcQZ2h1eFUpc226jxmBCFkRoP1LhRNuTKwCDhiSGkU6+1vV0fUq/Iwats5GWPgKT7Hnn8Sb71/cfYvu02utsbOX/xEku7WxXkh0JTmtZ0e3x0t7dhKaHp9Ib5FF8skeCxx59gYnSE5csWs2zJEgVXksIUMFNuSCgDG0lJmi3yvUh82PD4AoQjScaG+ohFI8qKifaiCAULC6d1bLoO9JxOJhMIk17b3IxpegprKkPOZtVGHan9LBRNxBJZ5uYiSKdsIODH5/dr2ldeuELhsDZZCEsmHaMCImU7ck3KPxmvRYCfgjDzvCcqiD2WyH2sv/km1qxerWyepoXnx/bCg6TrMps01SsyKAL8+q4MUF9XzbkLl3l610FkvDa7hUzBxM3rVmvT0NmLA+VUMiWGhsfweRzaaPDC9cv9ZGIqzFRolp889hSf/ufPMzg0jLe6mXQeggEPTrsNm8NOfX05DSoA+fz5ixzet5+hKxdIRSfou3yemZkwa1cvZ8f22+nokGv71ckevHAf/7PPFQD3n0Wl8l0lAjdoBOTt9PDxs5y9dFWBVcli5TZTiaVGjguZFCdTGSbHM8SnCiQjabA49AZdSicRh5jliztxmAvkshlm43lSGUPFOmv9ItJpJp4pUKyyk55OUpXOU1vt1JoZl8OG3+dWTalELku2IOvIa5ea3HxlXPI2Xn7AXZ/gT02HOH3mnHbWlut/5oVDZfVqL1TWx5KPst2Fh6ukV+0uN55gM3XVHpzWMtDUciJdhZnevgEyiTAi7tvc0voL5XOuz55U1vJKRUAM6Q8eOsz3vv8w4+EE97/pdtav7CaeSPBbb7lXAUY8niASidLR3k5nRyvxuTkunT6NryqgjNi+w/vIGhmcZjNr1qzGJU4ypbLshJ5j10i4chpUzk0BZgLkRDszh4PR4avMTpc7Qsv7XlIHAYF/yrBZLLpOKQgQX1SLw0ljXR0lq4O8zYXFEeDUhUHOX7ioeo1LFnXR3NSs9W41NUEuXOrj3KUreJx2vT6FndJGiWK52UEYM3nBkpSpzWYvp1QXwJzZpALD0rnq8/mupW1lnL/s+hUmTU3rsxmttTt+4riycrF4guGx6XLdnYDPfAGr00dTayNT02FisSQOh41MNsul3it6vxH2TOI2F0sxOR3m9Nk+nj1wnB8/spOf/PRxNm1Yxyf+t/+FuoYmjpzqZXJ8hEI+TVtri4LNQj6Pw+VibHSIp3b+iNmpUQI+J9u3rucP3vsOdmzfrungV+q8+023U6mB+00jV1muEoHXYQQu9V7l1Pl+vdEWTGaWGnlaslkezWY5Y7Lg9XnpqPLj83iwOpzEIiHOJVP4G9sJVHuwi5p6sYCpGMFIJJlK2JkJuXC6PRRKDiKJPKIVX19Xwml3MJd34C45KeQNQokEKUsCX5OBlNCFoxayc06cBsQzcWYjMWqq/Pj9vusSWZEwyGZzlAyDorIfaJpXivbK/Fs5jVWu9y6zcPJQkM9Fo6Dp39GZPEubbEjmamEyilJbZGCUiiruKzVK8iCrTK/vCMi5crm3j8cff5yZUAi7o1rTe+KQsGLJYk1VCiXmcjpZsmQJJaNIeGoav9OlHaf//pWvIZ2g0WSKlsXL2Lx+C8lIRE3khYGS9KJQeCapQVMernzmCcOj552eeEVaGhvo7FnJ6NULhKamVa9N0vq5bI5IMa4vP5IClU5UYcwEXF48c07TfQ6/H6vVQ8HiY2QyTCI0xsolbSxZ0k1VIIgAl0NHj/LjR56lpjqAw2KmprZGG3pkbJI+FWRYlKFK7ZuCy/l073wnqtVqIVAVeF4q85cBt+eeFVUBP7F4XFO1DXW19PX1YrI4lPVzu93qYGEyMpw9d4FlSxdx85rleh3OzoaRervx6RBnzl1kw/qbGJ4Y5+Txs1y8IA4Yo0xMSVfuGB/9yH/lE3/+EQpFOH7qEhNDF7Gasmy6aRvBQACRZ5H9kpTu2nXrGBoeZiYU5iMf+TB33XWnju25Y34t/14BcK/lo1MZWyUC1zECk5MhDh47q2+yVnHKyOfwphI8XjIIB6tZ1lhPlddVTqHYpLDYQY3FQTwj6Zp6jIRBLp0o+/1pN1wOi6lAKZMilpzBKFnJJrNEhuOEq2Gu1UtjTTUmZwBD0hDuHB5njpzJYHCixNyIHYfZSltzNbV+EzNzCU5cGMbvtrC4qxWf7/nOCC82FPJAbm2pY3JigpLWDpUQv0Wz1LyVM1n6Q56r8kTVLj/dSPmBVTRyhCJZ6v1Wan3l7+TPqUyBTCal5uKyDdHPq0yv7whIg4HUWZ08eYqhwUFsDidFiwjxRpiYjpDO5vSckW5JqUMT9knAlZQcpFMpqhxlsd25dIqm0BRNoWF873wfBY+XbCqh4h1CaZWK8upQBkbSzFBaeDGQ5gaTWZsjgv4AnYtX0Xf+GIlYjJQw1NK4UBSP1CLS/ZrLFcqi5/MlAZHoLEYmTX1bI/FkBpPJxdvfvINibgNOu4WRkXGuXh3mwIFDnLpwlUWLlrC0u4nz/ROUegd5x1vvnE+ZzuuyaaNCeZwLWVFpXBBrL2l0cNjsWs+mOd5f89ALgJU6uiqxrbp6lYbGJk6dPEWhlMJqLXe4KnIsGYSmRrnce5X777qFkbZJRsYnaG6s570P3stsPMGnPvdlBscuE+4bI5IoSF0DUpN335vu4s/+6ANMhiJ85nPf4Ec//AFtTX4euO8e7QLW7mAtCKRcM2gYvPOd72L58uUsW7rk19yT185sFQD32jkWlZFUIvCyRSAWT7L3yCnCc1Gt3zHyOTKJGFc8Tvzt7awNBrCJcXZJGhLy+pCQtKbNXsJrk7fVtKY9rB43IngpxcLyRFMmwQRiG2QyGTitZrx2F9PhGL39V4mW+mmuC1BYWUd1VzUWs52JMQuzAxYsOLELOPKYCHqthCJ2RqYTmDPTXDx/ivr6em5auxYp4BaWweNxUx38eQeQXxQ0Kbju7Ong9IVzFNIFRBrAJMBT8Np8ylQ+yV6UuRDKzFqxSKloINZHmWScq5PgsnvwOMogLjwX0+/l5ilv8YahUr+/aBiV718HEZCU6NXBQQYGrqjkhckZxG6xMTQyTmt7G8lUnmK+QMBfxXRohqpAldosZcQhIZenGE9gTqVoTCR4p9tG0/Q0x4Z6SXSvppBJaTpSzzK9YOR9oXzGiaZa+Rws15rJ9eewmKhraKG9ewWzoTGMUIhsLqcCuvqiYZiUSctZLMRLYLeZiUfneOqpJ7Fa7tVuTZsth8dXg8nkIZmIqESIaMbtP3SU1vZuujrbSGTyzIQmqQ44NVUqTiVmUXeU60Q9U8sd5ALSBHiJG4vIjoisiVxbC8Du1z28CyyddMzmslmtq7M7XYQnJ6FkaPOQbEfYbXMuyYnTp9i6YRXbNq1kenoajAyHTpxlz94DDA8PKCvusDnw+n1kcwWa6uv50z/5AKFogv/xPz/LzsceYd3yDt58793KkEuphk4S+pJc6wWVgVm7erV2x/66+/Famq8C4F5LR6MylkoEXoYIyI3r0InzDI9LWshJPpehlE9R31JLY0sjDvG3NQrkjPKNTRCOKLmJ2G02Fdc6r6oqP60tXVoMJoyAaFCJ/IDoT0lKQu+IJbnR2wgEnASq/GTSdcxIfdBkmOTOCJa6Kqrqm3Hb63A5XNjdHnpafdQHrPSPJxmZjJKLT5JLTtPe0kIsEuEnP/kxyXSOZCrJ+g1bWLF0MU0NNfMdpb84WAI+PW4Xtc01VDXWMHFpAovVrC/4spSKnQrrsbAKkY2Qh2TRUGX9zpYago4s5mKI5GyMS4af+poqlVgYGh6lVMjo+pIpEYerTK/nCIhLRzQWUyus8EyoDO7NFqwmEwMjw1Sb2iBf4vy5C9jtNmLJuHqRlgxBX0XcDgdps5lsMsld+QyLrW5MhRQ1x58lumQdBbtDJSzKGdQydFPWV4K2QOzKTxHaVUupvLoVdC27ianR3vKysbg2Dog0hgAPYbOkY7pgk5o36Q61sHfvHi5f7GXVLRvYsmkrN6+q1boyu9WO3W/Cv3IFy5cvU+YsXyiSzee5b8cmGhrqys4MpSImm02vAZPK/5iVbXQ6XPPMm1ev/3IX+W9+xKXWTjpeM/mcsnGJgSFiUpZQMnBYJY2a01RqdGaS/YdP8sd/8NusXrGEL3zxSzhNWVrrPPgcncxGEqSyOQr5IpFYkj/+0Ptx2Fx84v/4Hxw7fpitG1Zw3z13KFuYyqT1WC00JEhTiDRTiLtCV3fXb74zr/KSFQD3Kh+AyuYrEXg5IyDpvTOXBrkyOIXV4VKFc7upQOeidoJVAU0j5HPlFKCyUvpgEIFNcHs81ASrVZzUG/CXQQ+iwu6job5OWYFkIkUsHlMNKrHWkTodmaTmx+Oz6INIHhCJWJyZmTliw2MUqsHa6KLB76S9xsbUbIaRmTTkQpiMOW7ffAsr167U9YiO0ze/8U1GR0fZuvV2Lg+Nk0gn6e5o01TvL4qd1LhkM2mm+6PYjBpS2T4xDlImwWKzSSU4mEuq8ibpqWw2q76PPZ1dtLU1aUOFYaQgm9aHWCocYSg+h8vfgMtWoq2lgYmJMY1Bxb/3Fx2F18f3qVQC8fCU8zebyVDAgqWI6oOti6dZnZziYLCbHz+xB/KTFIt5dfEoZgv/P3vvHSXXdd4J/t6rnFN3V+cckCMJEmAQRYpBpJJlzZFs2WPLsmdWa3vGZ/3P7p6dszs+67NzjtczGo92PWvPjPPIsi3RlkRRDBKDSAIgAYIIDTTQAZ1TVXd15aoX9/y+101SEilRJEiiwXo8YKd66b777v3u9/0C0ziSjTbKFURsHel4HKpeRM1bQWXxMgrTVxDvHsbq4qzgTonjcoqoDmmGAYVkssR0nu3lRHTsu+mOXgzuPohCYV2ydMRaEsNGuRAuNPiPmWJddyQ+PB4fcoUcnvjWI7h89iIqnymjrasfiq1Llq0llRQmaqVShmnWBatKeRBeDxdeXPSQIEGyAd0f/IGAOEQQmyZaco7g46vjwDt5unSwCAVCQv4p6Lqw1L1BaRyBbvB9tKolnL1wEVNztyHo4zOpY6C/FammZpEjWlvfwEtnR5HJbuBzn/kEdu7eg//4+/8By+dO4767j4l4MoXGSX6QBdumk4RhGJIB7entEYuurczgO7mf92vfRgD3frV847yNFniXW6BUrqJS1aC6PEQnI1Aim0tBuqMboZBfhEolE0AsjgCXGbipiEbCIjNAoctwJPqmpRKyRn1JL5LJuGQEOAGSoVcoFCRjxoGS0Df6KNI7MRoNo1goIVfZQCUfQCnkw9isgRwxLLUsZi6dRu+ebrh2eXFqdB5JvyrCnVRODwSDMNxBue6FyTkUVrM4eMthuDcnlTdqSmJ1nnnhKSSiQWHoFUtFlMtFmaBYuqHWlWbWpXTTnEpiZHhIxHm5Oqdt0lZyhABy2DoUowZLraMtFYLHbpVTplJJ0b96o/M3fnf9twAzWYVCSSyrKIRbq2vQbRWKaaCk2OiqWDgwuYiTe7uhRFugz49LOV3xKlhem4dlu2BXylDyRYT8fpyIGDCtDBTVj+/Valg/+RQ+MbwHwUAQlVpN9NC2SAtbBAF+laCOmW/LFIB9MhZEoa6ge/AA5qauCPGB5cViqQCXboilE7NxEsRJEKnB0DQoLlVkP6avXMSf/vEfItWchuIJ4r6P3Icjh/ehq6tD2Kh0dCAZxzB0RKIRhENhKV0ygKSXKx0mAgG/g3XbehGu4eMMhUOS6e7o6sKVtknMX5lCIKxLIp+OMFAMyeyvrSzi5Mvnsbc/iVK5gMmrhry3iVSTBJh93R04fGA/du3Yif/4f38FG4szuP0T92LXrp2wDEO8ZCVAE2sxS7CEummivbUNu3ft2vbs8UYAdw07ZeNQjRa4XlqAwVuxUkMqHkFFNxDWaogF3Ih2Ncsq26A31NamWLICZ8BD3BlxZsy+/SwbB0kK2vIfgxoyzVZWVsWjUWFWjyGiDfFI9AUM6GYVtVIeGbgRcNfwxJNfR3Ili0BUxzdLL8GabMVQog2qpyam3TsO3oJ8WUc86BUBzm89+gQMVcHRW25608tsbW8T2YCrsyvYsXMndK2CyakZZDJZaMUCVNUtQWVffz96e3oQDPplYiRL0FmVO2AZmb82y616vYqKArDs1tfXh4H+fgdM/qZX0fjD9dwCdAjIrq1LEF8uFWXBY9sBmKYOw9YRsSyUTy0g655Hf/sI1pUFKBcnkC8VoJgV6FZIFinxgJu29PhmZRUveC20GArmwm6sX3gJAxfO4sCe/ZiZmYaiOJ6ixJDJP5IiNjNDqkKSgwVNq6OzJYaK4RF5kfaBAygXC/Leer0+VKtlUO6EJX8pqTKQsy3RiuMxXG5FFjzUs7t44Tzuuecu/NIvfBotzc1gNk2kP0QTx5H9YADJd9O2GRDS8N7xSuXvX13FXOOHyACReLq21jYM9PWgkM9jrZBHJNkkZWRm8HktFNS9cHEMhRUvapUy1lQvxsavYq/XJxCP5mRCyr5/9ud/jaDLwIP/7BPo6GhFvVqTgFQQrhTpJlnEBvS6hlgkgr179yKZTF7ju3rvD9cI4N77Nm+csdEC71oLUGfJsc9xIZ2Mi8J7fW4ZTV4XQj0tUhp9lYBgWeKx2JRKo7W1VTSoKEvwTjeWYFLJpOhKXb16FcVCUbBmgjezFcHrKLYJr7uCqD+IZ596FKdefAkHolE8/8JJLKgu7N6VwtFj+/H4499FIV9AItaKcl3HxStTePC+29A5OIDHn3gKnW0tIij6Rte8tLQEy6ijqSUFGHW0xELwev1IJhKils9gk1peTamUZC4YlEngtpVxeA0gJxMZ5wCWmrZmNe5PUdTGtn1bgOxTZt403UAxn0eVQFCvDUM3oJo6TgO4smYhP7aKysgwssEUQgkb88saPG4F2mIWAb8bis8FTdEB3UAt4MOs6sPauo1ytohnvvkoRoZ2gmVDZvtoDu9WHaFcljCJX5PgTQIoXQgyMC34QyEMtMfg+tA9gKVhYvQleY+IIfMH6lLuJU7VNBigKOJs4HF7RLeN2W+Whj/7uV/E7/3e/4HhoaGf+JAkntuUM/mJH7xGf/R4veJ0wGzkxGQLdu/aiZOnz4l4cTpNr2UPSKrg1+XFJZx69hx0rY5kJAZFNVGtVshEQqFUxOLKJHYMduDmmw4J7rVaKks78V1mEMivfKVJjiB8YmhkWIge1+hW3tfDNIR839fmb5y80QLXpgUM20a+UkNZMxzxTZcL5XodixcmkJlfhrsjKVR9U6fVjCmTRiqVQn9fPzo7uxAOB4Vlem2uxjkKS6wUKCVAXDJ+TgS3yV7lKt/G4sIMvvudR2SQNb0+FC0VVOVgpqJcLOL0iyehKB7sPXQMml4XLFw+t4GBvm7R7KpXKxgZGZKyk5zVtgXzcvr0aUxOTcqk7A3b8IZ98MMnxAOKpTY1pdDW2ipZAKdGTJPwzcjt1euURbuThNh0caCwKTMVLD11dnYi1gjgrmWXec+PRRJOJpuRTPHExCQWs3khE5ClDV3DomVhWlXhUem2kIA70gSfOYvK+DKW9Spc1TpiigqiqqqmhoTlhuqzMFNTUCmo8IfcWFlagtsTwL4D+2HqumTc3B6PaMbRQouwBfY8whioWWibmsjUVMp5WPU8mhMB9A8OSSl0fT2HarkssARm0/z+ACLRsPTjcDgiiyZNN2Grbnzuc5/F//lv/3f09va+5XZl9u3V9+At7/Wzf5DZPS4kee+FUgX5Qh4Bvw+T0/MIhall55FsuMvjRb1cxPT4K0g0peEPhJBORhAM+GQfNtzNh/Zh7+6d4pjAzCRfXx6fzg68F0eU2FmN9XR1Yfeu3ZKJ/Nmv+vrbo5GBu/6eSeOKGi3wM7XA6noBudV1JOsaVgo1bLi9qIdMrFbW4c6Ywtr0eUzotbpgQLhK7+jsQHdX1w+Jcf5MJ32LH25qSgoOZXp6Rko+UpYRiQKWjtxYnJwU/BGDSbg8otdGORMKqa4sLmF+bg67Dx1Fe0cLupQkQl5LVOSz6znB3l25MobFxZuRTqdBmYRiuYqpyQmRGLj3gfuxkdvAf/8vX4GmuLDv4O2IR8Mgc1RseyhKzAF+c4W+lVlzwjZOp1upuNdJXonsgy1in8wyNrbt3QKSnVFcQg6gVA2JpcS/MUAny5PBvdvQUC7mkF2ZRFvsKMy+vWhpP4fxURM+it0aFiy3BZdPQUE1kakApRrlQADd9KFu1/D8U0/ilmO3ihZZbm3dCSy4YJDSJQMuWoOQKGlBoWAu/2RaqNd0mEZNGJN3HduPnYPdOH/+HC6OXkAmswrFqEvox/tgQFSrG2ht78UXv/ir+OVf+HkEg4Gf6QG9F8Hb1gUxAKWA7q6dwzD0GtrTadGCXFheRjxBn1aWhmvYWJmV99kfjMGoFuFCALVqFc3NKQwO9IuYca3uWPPxHWbARmIS/3Nqw46IMnG4g4OD10wofOs+3s+vjQDuvgeO4gAAIABJREFU/Wz9xrkbLfAOW2Ajn8e3nnwWofUSft6lIunzY0xx4bmkilA4ic6ONHxKDYapyMRAjam+3l60tqbfk5U2SyTtbW1SypidmQUxR2S6seSjKBaUSk4CKK64WU4SARMRPHVwZgywOjo6EQh4oVV1DPZ1I+j34szZ87D1GsLxCJaWVjC/sIiJq/MYGRmWUnDQ54WdKyBnT6O6U8O5r12CZfpw5913Ck5P40qdmQ/KNkjmzVmhy4AvU+ImaMaZHl9lCro8LnGj6Ghvl2zHO3x8jd3f5xYwJFgzJPghblR8R20d1qYWIjPItmrBqNeQWZ5FKj0Ib6QfSITgUWqwTBV11YIJFX5TQUExUK5SV9aCS7VRK9hQXF4sZFbxjw9/A7/+xV8HddC4iOC7ISQicWfYzHwxIHQp4rIgUiHMV0u2yoRil9HREsHwJ+8ThuWFS5eRyS4gM7+IQr6Iiq3gtiOH8cXP/SKO3XLofW7Zn356H5muZLh63DBMoKZbeOj+u/DSmYvIFTV5N6ORAHKLl+ELRFGvV2BaVahKC7o629He0S64v3qt7viVKsy8ORZgTkmYCzDFwQaq6ua41/patv6nX+J1/4lGAHfdP6LGBTZa4M1bgBIgS7PTMGoGxmIxxGpljHtoWt2HnlATAh5i4ijICQQCqoD6yS59Lzdm3To7OmQ1PDs761gKMTCyFZQ9zgBLfAqxcyR8SjxFx4NqVX5oSjWJjIHQ/y0Lrc1NOLh3JyYnxpGvbqAcKELJu1Gu6ghH4iJJ8MrLL6Hy8nGs+LMouEw0ke125RJC0RCOHDnilJrIkt3MBrI9tlbsZOiReCE/v5qFc1b2AZ8fyVQCiUTsvWzCxrnehRaoVCv46t9+FbVqDR2tragx22UZkvli9suJ64mH04QlWilvYHFuFCN77kQgfQz+wBjUsg03DeA9KipuoG57ECL2323DUm14gwpU3YbP7cOLJ06gKZHEz/38p+H3+4SIQGYpN5G5kO/Yz1xC+uHCwiXyIgwCXWAaiuzoickZYZDfdssBGOYBqKYBLwVt02ns3bcTMa9PjvRelUPlZG/jf14PSUQhFAu2GMyPT82iNZ3EXbffBNNSEQxFEAz6UFybw9zcCjRzFV09fdi3dx+oS1kj69a2ZeEnhAeSLzavQ4gYDIxZ3rZswfj29PRItu5tXOp1u0sjgLtuH03jwhot8MYtQAseqQ7AlNXlzXtG8NLZC3ikkENbUxIBlhubg/B6dNhwwbINKLaBnq5eYYi+8VHf3d8yiOvo6BAXh8XFBWHNcYKyEmEYLhPFYhEer0cmTcp2OGLBeWF4JhIJmUDJtKNiu6ZbaErxdwOYmLyMSlnD6nwWyysreOqFM/D6AtjIrePR+VdgFCiX4MOOo/uxFs7h1EsnhYW3d88eGNTRYsSoMiPo4JAYr5Ezy3NRJZ/tzI1fWHoOR0JCgnCyhe9umzWOfu1aYCuYYcaLgRkzYH/1l3+Jbz38MJLNaVgHDjDVBdve0lYjDq36mq6h14dwmJI6E0g1d2Fw172YvHACy+uvIBiOw3KpsF0KApaCgJe9RYWoRoccdJtLVcSX9+lnnkE8kcB9D9wvf6auG98NurvRposK2swiyfstHdCxmOL180PsdzOzC/IeJOMxRGMJpFKtGOjvE/kflmfXfT7ReOSC6Hre+M6JvEq5iuHBflQrZeSLJXS0t4HY1pXVeZiFApoTTSBDuHewFwcPHEM0EEO1timgzTGE7yqDXebvLRuqi++yeONJKZy+rXt277oh5X4aAdz13MMb19ZogR9pAcZumlWHrhh44dkXEbUttPRF0b6cRCSeQDAcRtjrg6VXoRG/43HDNuro6mh/34K3rVugNEBPTxeoAbW8vIRquYp0sgm+sBulbFEwL5x0HGZgXeQU2to7EI3FYLLGwqyYwFosMZIP0Gkh2YzVSysYm5hEJNaESDiAWDINjzmEyxMXQM0nsk83VvNyPI/HixdPnkA8HhMSQrVal/IumYBbGycW+qVaFidf2mpZMsmmUglhrJIF2Ni2Vws4ZXIneKvXa/j//vN/xh/9p/+EaqGABz72MbR3tqP63AmsZdfgdzGIshEKBtGebpYyHwOo1cw6lpfmoHpP4Nb0p3Hg2Gfw2OVJFOoV+KJxcWtQJOhykADM/jjhm1PWozQPQfvf/va3RDj6wYceBO2wqtUqXHBLEOdknx1zN8f03ul7zAhaMGCpimBaBSunUiw7JCXZYCiAS1eu4MKFMSHWHDq4X5iWW4Hr9fq0iIOLxgyobheOHj0CkjS+/e1H8Oij38H83Czibgv9+24BRXdvu/koFNWNSrUsGctX11dCvHgdccEmW9wtzhU+v198Th3IyPXaCm//uhoB3Ntvu8aejRZ4T1qAA1WtXIcnm8dCZR3l4SpUHfj+cz+Aa24WieE2tHXugt+lIub3y0rf5VFgaRXAYvmyHek2R3j2Pbngn3ASBnF0caALRCabhVYpYcDfhEl/TsgMHHgpZUIAMwO33r4B+IMBsfpyAENsDQebrCqO9RAzZrt3DMPt9cPtcYm5uC/aiuZ4K0quDQSiEVS1mpTKQqGwZPtYzorfd7+IgVLZXgWB4yzAOLgZBm6c9E2KwytAc0uTlIF9Pt97gh38CU3Y+NPbaAEGMizTW6aFTGYN7e1d+IVf/EWcPnUa/X29eOijH8Xl8Wlo9RfQ390pJT2KWFPM1uXyiI5YqVTGlSuTuDA2ifMvPo2b73wQO4/dhxeefBhNvrB8DtRRYybPxTI8exPreE5/JcmAgZbb68b3nnxSdMwe+tgnEI8lRPiaZUBmj/iV2nBODVckfqWcz3eD98Fyq8fvR1NTE2KRKFqamaEq4y/++ms4N3oZe3fuEGIAm2krcH0bTfae7MLsIz2OhVHr82L0/Hl85Y/+CPliAalgAHoogEg8ikMHDkhpuVqjM8ombpW2Fpsbg2VuzF7yX10jLk7Brj27MThEljqJDJtNurXTDfC1EcDdAA+xcQs3bgvkixW8fPkqPJMzOFosQ/V4sBKLoL09hWAojLFcBfmpLNbXzoHaSseO3iZ+nbpeh8ftQnO6FV1dnZuByfXTTsxiUcRz8soEIu3dGE42Y2pqGuVKCS7TQjLVjO7eXkRiKRl1aV/EoO71QZzb7WTNOOGFI2EkEkkEglFYig8La2Wku4ZRHnsRbAsO3uamJlTA7xf9NoKnpfzC6ZGTAScGcXZwzGBt24DHraK5uRndXd2iTn/9tGDjSt5KCzDcpy3TRr6I1cwq6jX63TpitXXTi4EDH4Y3EsHJk6dw9x3HcMvhg9gQn9+ylONew0Eqom1427EUOjvaBGg/eekV3HznpzAz+goymQU0tbSKnIizBNgkwUgKzgm6nOtV0Nzcglq4iheefx75QhEPPPCASNpQw1FwnrYNkisYqDD6M0yK87pFw4wZqrqmo69/AJ3tbcgXi5LB++u//iq+++jjSLW0iIMB5W64bYeghXJDZI1yC4YjCEXCQiqJNDeLXt6Rm46I6C7FfhmoSaD7aoDrZN4YrMn4oACaoUlpdmRkBLt27IBnsy2c7Kac5ob5XyOAu2EeZeNGbqQW4EA+v5TBc8fPYGxmBsOqgtsjUbTbfsxM61gJGBjYdQDzFydAMHZxU7yyq7MTw8Mjojbe3d0tzgpOVun6ah2K5i4vr2BpeRl1Q4MnEMTA0Agq5TI8Ph/S6Rb4fT7oFBt2eWAatNnhIM9/zmBNn0Ofn4BtRSaxSNREc3MSLm8I85lxDO86AFvLYXL8Mnz+gOTWqF7v9XmRSnfB4w+LwK9u6YBF/Tz6QjpnYGDn87rlOhqM0+ur77zVq+GETr/M1dUMNjYKokdII3hNq+MHL5zA9EoNn/vsz+He2w/jueeexb//wz/GvffcjX0HD2CmWiV/kaIUTrejECwDLEVB30AfYtEITo+OI96Uxsc+9y/w5//v7yO/sYF4MiGSJIqlSEmU18ocmuDa+J2igMQjZtI6u7tweewSZqan8aEP3YlDhw4j1dQki4qtz2zdKzNyxIny/RgaHEL/wCBefOkUHn/sMYRDXjz11LPwh5Pw+4Kyv39TkHu7BC1bJI5Dhw7h3nvvxcPfeBiGZaFaq6FSq8MfSmB1dVVEiiU7aTvZNgn8FAa5lH2xhCGebkljx46d6O7qlJ+32vBG/NoQ8r0Rn2rjnrZlC1QqNVy9OoPlhRnMLWbwxNPHMT83D+qiaV4v0paBrFbD5TKQzbvQ09SNWiWPaqWIoeFhPHD//aJzlE63isUTld+vxxIKS5Zr6+tYXFjE4sKclLRMl18yXSNDA0gkkyhVqsit59Dc0iqWVZZB2yAGb5sMDrJHFRXz8wugZRADwrX1PIpVAxXNRjgYwM6hLnhdCiaujDm4Ok2TstOBgweQK9axks1B4M62KQByWmuxbGULq09FW1sr3svgjfEpA8etyWxbduLr5KJZLmWpdG5uQXBVDH64KPIH/Lh6dQpnRq/irg/fhS9+7iHEY2GRn5mcXcI3/u7vsHNkAC0trVKWdORuGHixa9B4XoGum4hHY2hKhJDNrKB35DDi0TjOnHxaRLQprrsFrHdKqA52k2U8r88n6ykGG3QaIFyA13XhwgVMTU1J+Z+Rn+p2IxgIiJwIc3nEcrL8m0imEI4lcW70Ev7bn/0VZicvg8zuuqki1dwKr8eF7o407rn7QyLye508jrd8GbTYor7ixOQElpdWhGk6NTGOSDiE5pYWISIQI8s2c4YDx0KMzhbMbA6PjGD37t0CG3EymG/51Nvyg40M3LZ8bI2LvtFa4NzFK3jlzDnk1tcxO3EevkgTVA8N190wTQ0bhRoeC/mRSqcRiMfQ5PLCjyoOHDyI2ekrIpIrK/jU9S0uy4mrXC4jt5FDrVaTf4rLh3AoBJ/Hhcx6Duu5PCqVimQqXG4vvC4XKnVj85Ez+0bpABeKxTKuzq/IfkyTUNNtZn4VXa4QjhzYCUMrOWSFrm4sLi6ir6NTZFSIt1lYXketrmOyUkZfV4vgcCiYCngQDPjRmm4R6QG2/7u5mbaNYqUOU9NQqtaxvLKGgNvG8FC/SE28m+e+UY+t6TqymRwWFhZQKBakhKrpmviDlstFnD4zit6BIXz+5x+Az+vBamZN3AB++Zd+GflcAX/3tX/Eb3zp10ARavqkEgD3+oWQSwFqWk0EYYc8bqytTOHY3Q8BRgl//9U/k34YCoYk6CIdQYI4ye06Qr1kP3s9HsGqkjUZi9HyTsXM7CyolRiLx5FsakJrawsCXj+pldBskipCoIPDzPwCMsuLMDUdLS0pZNY2HAP6QBC2raGjvRXRyPa1eDt27Bj+xy99CV/+8pcxNXUVC/Pz+K//9U9xz4fvwUcf/Cja2tpk3CD5gwFfMpkSm7K21rS0m2TopHz83rhKvJ/v0bs7Or2fd9Y4d6MFrvMWKBWKOD82gem5CRRya+hs70VPdxvqlQ2Uq3VU6wxiFEQiQXSlm9HUmhaTeR8lLxQbWr0Mn9eFptYmzM3O45vf/CZ+9Vd/5Ycmm+utCSjkS2/TaqUq2LRytQa4fTC0OlYyVdHGYoDGNAXFfWl4TTS4sO6kHrTlj0CGrRfhSAyVUgEuxRCmKEtHbS0J2GYdlVIeK6sr6Ozuwb333ifM14uXLmGjUILLHYDH60PNtLGwtIJkMoFYLAKP2ytl09bWts2y17VvQWYQcutrmJ9fQrmiU6APrYkQ1tY2MD0zB5+fumIuDA8NbOKgrv013KhHZHmU7biwuIhCIY+6pjmkHjedPxRcOH8J2aKOgb1tiIT8ePr50/jByVfQmm5GNBzCQw9+DNXVGfzhl7+CX/jnv47WeAwb+YL0R8ZgLLE7m5OJY5ZMUTXk1+bx6V/6lwiF/PjLP/8TcXGg7AgXLCIJIgxqh0jB7l0zHVwmFwjFYkEwb1zEMMtWKhaQz2/g6uSEZJnJ0GQQSDyei36lLlUyxszm5fMFcR9JtnQhEPDB7/Zg/969kgncutLt9pXB8oMPPijZtkceeQQnThzHysoqnn7maVy4eAH33PMR/LPPfAYdHe3yzkciMQnkvF4HM7h1v68Purd+d6N9bQRwN9oTbdzPtmmB0QsXMDYxJWSDjrZO3Hn7UWGwhYJ+XJm6jOWFjJRm0ukmYUsKHseyYAibSoXXraKQy8GrekXodmlpQUqF16vMBSezUrkieDXRequUUa1TBwsgw0/ARmSRkf1pWgLcZgAn4OTXP1VhhzJzEcXhA3tw/ORpuBVVJFOoeedVTNTKeXhcKvw+P1qa02hra8elixexmsnCoFG4nxga2l66kMvlsZbNYv++vdLOnEgdzNLrT3rtvi/mi3jsu49jo1DAvv0HkI7E0d/TDa1axtLCNHp6e1Eo5gX/w2tpbG+tBYhRW89tYGl5RfBoNKgngYHLAVpK0ZZtbHIe0aZWLC5l8OU//hv4fB40d7TC8rhRd6kINCfxxX/9u/idL/0m/v0f/Dv87v/0O2hrTknJfysg2AqmuJ4gHMDn8cBlFrCyOIuPf+YLCEWi+PM//Yr0qUQ8IWV5Cf1sp187KEtmhxwLLxIWuGhhn2PJltIX/AyFrpmhI77L6/VIsELMlyyCiiVZqBm6AW84ia7uHgQ9Nu6/7y4MDv5k4/q31prv76cY2N5xxx0gJm5udhYXRi9i7PIYAj4fbrr5CPbu3SOOKu/vVb7/Z28EcO//M2hcwQe0BQZHhtHe1YGurm5pgcmrs7g8dgWzC/MYvXgaB/cewu5dO5HP552VPPMAYqruJARYWpkYv4zLly+DkgcHDx6+ru2dOPHQXYGTHkFF+XxRvBtdFEEl9ksyiw7QmxMaS0bMjDlK+I5MAPNvlA0h5i2XL8O0FHh8fpTyVUQ8brgUHV6XRUIpbIuZSiAcDkpGI5NdA4msDpPNFJFPl+3ovM3OzSGXy2GkpeVd7Y3MmFy4OIpYqgW9g8M4fHAvgkEnSEu1dODYbbcLWDuTK+LC6GUMD/QgSZ/YxvZTW4BEHmq1kUXKPqZpNZEOCQSDqFUqeOXcGGrwIhEIAoaO8xMzaA4FsGd+FdbyKmZV4HIsjl2fvhOf/V9/F//z538V/+1P/wt++1/9tojk8vhOBm6rLOpcEtnNLpcCo7iEmWkTn/7sFzDQ14s//IPfx8rSspREqT8omeVNLUP2S4oGc18nu/ya+TqDNHECER0SBR6XW7LR/Kxp2eIYUdV0uBUIEadvcBixSABDve0YGRoSp5Cf2ljb5AOhUAg7du6Uf9vkkt/Ty2yQGN7T5m6c7K22ADMwLDVpBq2gRFBJJvi3uv92+ByxWDRYprDopdGLOH7iRSm9xKNRzExMwB3winCsClUGbid4cxA1xOFw0mDwE0+kcMutt+PY0VuEuXm93juzb8VCAZRLYDA3PTOLjWJRsiSSJpELfy2Aoz7X8NAOVMtl2ApJCy4na6YqyGQ3cOHyDOaW1kQ2weuyUS4XEI+EMdDb6eg+wcb8/KKAnckoPT96EXVdF1whGacieC/MAV6PDrJa+/r65O/vRhsSWP/s8ZcwNTmN7s5W7No1glg0Jm2xvJKFxx8TeRMKDVcqZdRrFVHtZxDb2H5yC2j1OlZWM6ItSK0wra5Jv6C7gZfP/sIoLk0uIhCOw+sGVmpV9CnAp0sFfKxcwFGfG3e6gJ3LBUyFJmDcvR++5Qie+/7DWM2u4/BNh6V/kMAglfyteuqWtpi9mZczyrJI2XvwKI7cchTLSwuYmZ4UAo6LJxYyhIPjdAqyDk6L77aUWzdfBI5/LKcyE0dxa2biyKQmw1I3LUc3zgT6h3Zhx9Ag/G4baxt5vHjqNKLhoHgdezcttX5yy23fvzIg3sqKbt+7eGdX3gjg3ln7Nfa+hi3AF5KTPDMra7kSNopVGc5YWuDqk/pHfGEZtNwIG/XJ5uZmcfbsRXzn0e8iEg5iz55dKG4Qc+NCrrAOra6LXpozuDsDPwHQtJuhNlRvby/S6TRamlJob78+xHrf6Nnw2eZyG5JN5N8ZtE5Nz0qGhJOvMPzICaWtkG2LhMeOkSEkkk0in7CymhVR1anpeaxmc2huSkmwk4xF0NkaR0tTFGtrObQ0NaGlxfF6LZZKmJmZFekBkkOmpq8Kbo52RDLwWwYMwUhVUamUQIkJlp8Ed/dGN/EOfsd7+sH3n8b46CjauruE4drW2irelsVSBauryzg/Oor5pQV0tDTBqFeheMMyqTcl49d1ZvUdNMs12zWTXcfy8jKoFaYZugTFjM2JUWPp9IVT52F7wsLSzNZq6DF0/Lap46BKCCYtp2zxGo14PajpwNVILw727cHkpdM4c+YUItEkdu7cIeK7AtHcCuB4BwzKaKK+iVSrlgtYWaVv5zCO3HYnvJ4AsplFrGUzgmljH9+SqxH9wU3APS+BllqaacLQDIEUuIh/U1RouilZOAr2Li4vwTIM9PbvEIeCUimHifEruPXoUWQLdXz9G99ELrMquD7Kktyo2wc9eONzbQRwN2rv/pH7Eto1AbWimWPJAHI9vQC8PrLBljM5FCsabMWFRCyMRDQEv9/jqG9DEeagrlNgdXMS/pH73E4/Xp2axKPffQSK6sHR225Db18fOBHpho5INIGrk5MI+nxoTqdE5d00nDJjZ1e7WGYdP34Czz77jARDQ0OD70rgca3ak9knepWOX7mCi6OjElSt5TaEbcpyKPui/FOdTASDlt6eHgnmqF5PIVZmIQrFkgC3B/t7kEqEEQt5kG6KY2Mjj6WlFQz094iDQ72uYXZmWrxiWZKamJgUMLuUsrgYqFWha3UJ3Do7u9De3o5yzcDw4ABS70LJkn328Scex8tnToncwZ133C7A66effxlPvnBKspCJRAQt/Z2INqVx8cw5dHd2oFIpCkM3Ho9fq0dxwx2nVCphaWkZmbUs2M7MpjKDxcxVrVbBiZOnkS3oCAdCyOp1pA0d/9oyMGxqgOn44SomWc4W6tDx9YIf7p79uHVvL14+ex6rC1NYXFrGrl27RFDWWXA4mXAnjmPwJkOrBHNccFpGFeuZFfgDERw6cgea2nqwurKMQi4DrV5zYHDyJDZtGggMYBaO118tQbN0wW/yHuqaKYE+s9bEatI/tad/B/buPwDFtjAxNYulpVXEYxF87jOfRCiSxD89+gQunD+HaMiP7q4u8VB1TvoaDeOG6wgfwBtqBHAfgIe+nsthPbsm4PFqXYPt8cCwaJxMRXJLmE0S0b2PbcEJOpcvSZmgJRZFW1Mc0QhtbBwKPwdFKu9T54iDMydo/kzc1HbcJMvk8YJen329vUimm3D2zMvIrWQQT8bR3p7GjpFh5NfJTBxHKBJBqqkZ7e1t4jhAfTjifAiAbmlqxt69e9+10t+1aF8+s5deegnf+96TWFpeEqX0mmaK1hYDLHmODOL4PC0LQ4N9SKWaQLIDM4203qJNViIeRSIWkXIWsxBieQVgaXFJDK7JTKNBdiaTQTa7JvgjZ3GQlWyWZZnQajUpxXJCI8Zm3/59CEZSWNuoCLt3cKDvmvcrKuhnC0UkOwbQnm7FYH8fpudXcPyl8whPTGJ/pQhv/yBWSzqe+uY/wtLrYFDe2tYqmlacyBvbj7cAny1JCxSEpiwNAzhCLxhJ0UXj7NlzuDKzAq8/jKqlI2xo+FeWgQOmDrD/0J2DX/lP03BBN/BoaxfCLR1YXysin19HvbgmMjRcQBw8eNCx5Hq9jdPm4Ong2hjKQTJtsE2UCuvQtRq6ugfQPnAA3nAzbMtEpVyAplXA/siMHjN4sEyoG3m4TRtKKAyf14d6XUe1WhMhawZ+/kAQPSP7sWv3EbHkmltZkzHS0qoYHR1DZjWDjz14P246fAhPPX8Kz79wHG7FQn//gGjQNcK3H+9D2/k3jQBuOz+9N7l2DjRMudeqNczPz4mPZHNbM1wuHzbWczAUoKr7oBmKWJioig03J8734e3mcEeV9NW1DZlYzUoZZrkEq1KBSozX67wnBREiJVS3CDlywKYu0nYM4phtogwAMVArKxmcfPGUQ0YI+3HLkVuQSiQxOTUDQ/FgYWEV1VIRD9x/n2BbOGFlM1nJUDGTs3PXzuu+xLaeWxcT742NDUQiEZAhSHICQdkUKQVUySAQsEY5hJ07RiRLRzA3y8d8zmSUst2IVSMbgXpP/JlG91yk1LWaBH1k7FXKVfh8fkQiUVTLVdR1DYuLC9LFR4YHcfNNN0nGc8eOEeiWC1dnl2EYmogHJ+NR8cJ8k9frbf16ZnYOZAy2tXYgm1nFmbNjmFpcRPchBTetFrEzW8Kaso4rWgHeool4Igp3MI5coQyjXhbsE++1sb2+BWzkNvIi1kuhXmIrdV2DZZji0LG4MI+Xz43CUOjCwX6mocs00K/VBWs6Z1qYtG1MWyaWqfpvGnjMF8JK1xACik+ID+GAC6WNZayvZSRI7OjsEtgCdQq3ngZzcfK94NucPskFmujHwUKtUkKtvIGmVATDO/ahfWAfUm0DiCfSMnaRKWuYGrRaHbppwPB6ZXFWLBQFT8e+GwqH0drZj6Ede/Gpn3sII8O9eOq5l/HgA/dgpL8bLxw/Lmz2ucVlnL80jmNHbsJnPvUQLlyexvefeQ62XsHgwMAmm/31bdj4fju3QIOFup2f3htcu1DnqUxvWljLZEXduz0SQcXMoVb3wqfbYltk+xWYtoKypkK3bERsA36Pg0F6g8O+a7/ayBUwcXVGtJCYbeFIyACUebXoyjKaezoRa2mTbJtm2uDiWjFs+F0+FCtFWblGIxGZyN+1i3yXDkw9NK6an3r2aewa7scXvvAriFDCwgZefO4E1tdy2LFrCAcP7EYkFJQSaaVaw+nTL6NSKmJgoA/BUPBdurpre1hKphCjROFNivBmMiz5xOH2+BF0e8SvkIETsW4kEpCZ6eD+2B8M1KoVuSDuy1ITXRlMywn8iF3agvyMAAAgAElEQVSjnRhB2/Q55dxJcggxSRQNZpsRC0U26p5du7Fnzx7J9FmmActSsFEvwqK+Fmwp6V4cu4IdO4fhdl2b4ZGZ0gwFYWHD56akhR/rhTwqdQ2JphJO73bBXvAg5o7jpnQv7LQHz549hZ2xkJh6r+XyTobm2j6SbX80lkqza2sol0sCO2A2jn3BzQC+VMQrZ8+jVAM8PgWGUYfbMHDVMvF7tFwi1gwq6syA8clYFgZsA+6oDwmXB+2pCG7ZP4DsyhxWrp7DpYsXpHT/nUe+hR3DQ4hEQmLN5VKoPbblmOqUQ3k89l2JtxnUAdBqVWSXZiTj29eSQlfLzcgfPIhsNoOlhTksL0wjs7qMWrUsAZ9tGfD6AwgHQwhHIujp7kIoHMXNh/ahr78Xf/CVv8BAdzv+xec/if/lf/s9tLU0I5FKYGFxGXqthn/7f/0h/uWvfR6/8z/8Kv7ybx/G1x5+RKotv/CLn5f3jtfWWBBs+1cA12aE2v7tcEPcQaFYBu2YiIQ13R5Rkjf1OqbGRmGtWIim0kj6w7DqgEqpIdkU1HVm7CxE/DZC3tf0iN7tF7xWr2NyekYkHoRRSXNyetyRPg8b+Vod5ak5NNVVuXaFCF+m4QApAddMD4z1vDAvfbSo2UYbV+gUG9UNDfv270d3ZzvaWtJibv297z2LCxdewb0ffUBKbXFqSW1uLKNEImH09XQj/S5LXmyd851+pZ/h+fPnpfTkcntEq4ueji5FQbwpgEQ0glgkKOUiBqRtrZtSHpLF4GwowiHCyqRGFjNwXHyw/E/3BcUC6q8GaWHBQLEsywCP5bS6Xkc0FsfHHnrIUbN3b5rYK4qIora1NCGbzWGpmJOJfHZ+HgsLSzJpvtN75/5UjGcGp1YuI+Dxo7WlA8uFEGorecw9X4G6w43Hm1XcVDZRMYD1jWX4GNS6FfR2d4uw8LW4jhvtGCR/5HN5wQ+SscmS+pbdFT1Gl9fyUNwRWGK9VJfMHPuER7FhKi54YMHvoNdgWAaWFRUtbj9629I4vHcApl4FNRmPHDmCF54n1rSOudkZPPXU9/HJT35KKhwMIp3sm1PBIFua4xSvQwI7i1qDm30VqgSW5VJBMmHRQBCpzjB29uxHsbITZVYdaJun6YLPdHtUtMSjSCZiKFVriIXDKFZ1/Jt/9//g9KmX8cTDfya4Ycqm/OaXvoil5VX8zdce5gnh9XnwJ3/2VZwbHcPhA/tQrZbxrUe/j2AwjE9+6ufEmorvkUAWbrSO8QG6n0YAd4M8bGpqzSxmJHMVhAs1Cpt2R9Az0g1dsXF1fBwbuQ0oMRVKWEfKDYR9qvhG1jRm41TkqzY01UbEq0DVuDJ1aNqOXAVXmtduYwCzuLgCltSYVdkKFrfOycGPUhmmrqG0lkEoGBEDaY63nNd5o3YgiPXlFQRyHjFt306lVN5vZ1en2MLE4zFpWIKxn33yaRQrFew9eBAjQ4OSSXp9qxOzdesttyAei16XpWOWsCam5lGq1ESbqrurXZ7x4tKS4JPKlQ3JlkW8XuiFdajxOOqaX7BuFPNtammRbBkfMgV9JbfBr7a1iQMCfL5NizHLYepxsvS5PEhEmXWjuKol0iFs40q1LLpx0WhE2LrEE7HgRZcHuDySwaFg6o7BbuTXFrFRLQqTMZPJXrMAjqzhhfk5XHjlAj71awmo8TJKehmhlI14hw+JNhPzvS4cv7wmQWo5n4dRywubdu/eBGLR8Ou7QON7eoMaOnK5dZSrFYFTkCRDpjqxgivLS5i4Og1L8UGxTNT1Guily8w+S/KMuFzSs0gccDQIiUtzu/3w+0MY6mmHamtYzazA7bKlZLp/3348+eT3xF/0ySefxNDgCHbv2SV4To5l8o/H3yTjCL6Ykd3WzwzsJNLj41OFJUsyhMddkPdYPEATQdRKJpDwYuzylHiC9nYP4dL4PE6cGQMXqafPvIKrk6O45cAedHW249vffhS333YrPvzhu/Dlr/wJarqJAztHYJoqlpeWcH50HNm1HA7t2w1ajD387cfEduruuz+CYMgPt8wYjS61XVugEcBt1yf3uusul6uYmV9Bqa4h4najVaV3HjC3UEc+FES8uRO7/REszk2DkmqGpaFeLSPkCSIecKPudaFYMWFYQJEyDrqNFHFGKq1fbGF+GnpVwOQ+n1tsXLYCrtddxs/0LRlVLH9Iys1h4r+6v1OQ4DjrKJPXtaqUFlpTYfg9nMydHQJuH7KLigDWI+Gw4ERePcg2+IbXvLVRw+rZp59CpVzBbR+6E/19fRLAbP196ysnqGTi+mQkZrNZ/OD4acwt53DTgd1Cqjj1yiiK61kpTTJoYjlTVOVZrqrXYJTyiDa1iR1QXTeQTCRAjTaHoLBZ5tnKxNkA1fZ1pSb4NpY4OSmy9E6MXDgWE+wn+ziN7k3Dse1SCBEIBYX8wqCQ7gskx4gwqmmIj2xzNCqyC9nVZXjcVL/f8l7davm3/5UT7yc+/nHE/GGohQ2YPUk0dYdQXdeAUhSLTykobQRQj9hI+H04uGcP1jOLApwn+Nwpwr3989+Ie3KxwwCuXqNYL43hTQmEdE0TpvNG2YDi8UCvM8DTZAEgi7/NjJuT1eUigStBJ6izVRc6O9sRDXuRW8vCMpi9NeAL+3Fg/36cPHFCgqBKuYSvfvVv8KXf/C3E41FZoEjGjcfZxGwySBRk3KZbAxeXzoKEaiUO41qECInO45hs2nhm7Aoms1dgTGQx1DeIAwcP4JULk/jWYz8Qr9ZSMYd8dh7NkQDuuv0o5ucXxD/1w3ccw6OPfx+Pf+8H6O0YwK9/7ldwZWYOf/W1r6Ojs0kcSc6cG0Vfbxc28nn84zcfASVs9uzfD5f/tcXzjdhPbvR7agRw2/wJc1U1u7CMYqUKr8eNVtNETdewABtVww2TauR+RZT6020dMLQK/H4VZq2AdYOTqQ/+gA9u1YWaacGuG8zAQ/H7N9dmNnTbBKEeJgwUKwZUW4HHo8Ln9Qo27e00IctqzNbIxhUsV6r8gTMyAzT+j5MtL4ZmzrUaqnUTwU0xTH7C5+bfFRnECSom0He7bVy5j10ex+XxSVQ1CyO7d4qK+zsNkN/rdpiZnsXjT/8ACyvrInly/uIVKLuIFYoiszQvOKVgIIRA0A+tXIbHZaOquFDIrcPTzJ9VscZKxOPCzJPOwA7B2Y0T3uYky35BnBP7js/nFfJGoVSG6VLhCwahcxUiZve0LaLgvga7WoNLJXvZcYDgnM1uRjkGwSqpxMoV0dqcwrjXI8cmMeKdbqz2ky3NAJNuCnv27cXlsQkopz2IBCMIBQC9rMOrNKG924tQxIuA141UPISjN++X66DYc2P74RZg4E37M2ZsWW4kk5OlUa/Hi+XFecwtrsJWvbA0DYZeh6nrsDf7EFEYsjB0wivBV/Jdq9cNtKY6cHj/bii2IfIjsAxYpgbTcKG5pQX+gB+lchmxeAyXxi7ir//qL/Bbv/1b4DOity+DNA5dxGeSVMpOxsUoxYTFYF3Eep1gkaxTnpdZwVAkhNmZBSw/+TgWQ7PQC934pVtuRblSx2NPPoPllWW4bB1zE6NoSkTR1jaAjo4ufOeJZ7CwtIhvfPMRfPexE/C5YkimEzidfRjJ3Qr6e1ugVcJINKmYnXVcKro6O3Dl8mU88p1HhdXe0dmJgH97wU9+uDd8sH9qBHDb+Plz8l9YWkUuX5RAJ6RpKNomch4PvKEgmnxeeNweKC63TAZuXxgewsyIHeLgpBuoGVXUKi6YLLvqXLUaKEdYLg3B4/FDp/eQS4PqMlEqKjCqfkQDfqi2gfWNErweFaFgAB7Pz9aVqP3F0lKlUhX/T8fj6EckQSSQcx4QJ0EGjwGfG0Gv8zsplVkmLNuCthUMbrPnyQme9krt6Wbc/aHbBd+2nYI3TlCTk1fx2BNPC+ZI1N9tEyurSzi+lsVNO3rgi9Fb1IWlpSWEwkF4aAlkA3WXB6ZuIL++hlgiibZ0GjSj5wT9ajC/mX+SNpGAzpJJzzR12JYbXrcb5Y0iksmUmNNrDLwEQ6lIFk2n3AzJL5uyD1ulLsMykS/k5b1gCZ8BIX1Hm5uacHV6WjJ976Qr5QslTE1OogYVF85fRNKvwhN2wR/1ojkRguJR4fUF4PEGZRHEIITixiG/Cx1tzQiHaa/V8EF9o2dALFqhWBC3BSmd0jfX5RZ9tfGJSRTrhhjd6ly8GiSqmIJLk0Uik2QE0m4SYRhpGZukr5sO70dTIoJyIS/ZW8U2BRNJ9rDHH4TH6xUcnC/gk2rEyZMncPDQIdxxx52Ch9si3TCQk3IpF6Cg8LjLKbFyLGWQZ1mwQKwx4HWpqHDxOj6O35hawH8oVtD8G0cRCfvw6Pefw+TUFQlEM8tzKK5ncNsthxAIx/C33/gmZqankAiFsDhbRNvuGO7+QjN69ytIhfNC5Nj4uBenvqciFm3HgV1R8ddtbgphYSGMs6NjeObpZ/CxT3xCFjd0q2hs268FGk9t+z2zV6+Yvn+rmZz8bBsa6iwnRYLyUlMWRCYrBmu2AZ9K1AfxrT7JYHCwkQGHmQ0YcMFAwGWjVtGwvqGhqubgCXnhToURDPhRLKqoFlR4vS6E/CpU1Yfl9RIqyxn43SooNBpimcqyhWnIifgnbVyVxpNRrG9sQN1kE3LidcC/r+0pGRLBkdiyms6XVXhcXglEy1UNxJGwHCLZldd22zbf+f1eHLn5oIQp2wnDt9XAJGI89fSzWFxdk7ImmZ0ugsRtA2uFAsZeySM0sgOpSBjLS4sidRDweCRj5lVUWApQq1fQl+gT6Q5hlm4q0osVpGRK2EclpfEaVtImn8UW1f3moA/uRBzCSaWIqgkJAguFEsrFEjpDMWiGwwqkdiCza5SgIUOVJTS+J+w/nOBbWlskgKOcw9vd6Bhy9vwlXHnxJfTu2ou1tSzW5i4hvrcZqplGMtkC6NT/InlIl4yhWwVSySiYIfF6f/K783av60bZj+ztUrGEOuVAbC7gTHhdPswtzGNuIQMLblhaXZintqELG1ksDmR9qMhz3nJA4MKQgfzhQzdh766dILlG06qwbRrMmyCviuSCUs1Gd3cvxi+PwzLoX2pLdpU+xHfffY/g0xhYsptuLcD4PjNbrNqbEk1M/23i5YTiQMcRnx+rdR2tC0sI16tw9XVj/85hLC4sYmF+Fvn1DKrFPJYXZwWL193dg0tX5jCdmYPbUhG0Izj8c2247zei6O50oQYPyjKauzDwoAKzx0Lx8h6Eowkkxk9hR2ccr1y4jFK1iudeeAGdnR04duw2uF0BgRbcKH3kg3IfjQBumz7p9Y0iFpbXJGDijBXwuRCO0CrGLSs84kK4cRBSTQK/fQiHAggEgs7EoWlSftBkoDNkwmNniMfCoOJ/uVpFJV+DVtiA6gvA54tJCaE57hd2XGajhnq5AI9qIxoNC9NuZmZGtJh6evsFp0UG15ttqktFKOIA8ZlxEYqEiPLyuiXV4qipu7mCjCIackO1SqiXa8gaAYSCQSlnqAqzb1xlvy5d92YnvS5/v1kmvi6v7adf1MT4JGbnl+D2BiSzS+Yk2aWVvGNPdWpDx45oGsnmDqjj49I3PYGAyGKQPEDtLo+qorujXQIXyZbIJLiJTeJMJySGTaMiyWpsTpKbgZcrGYfOlJ5liBQIFwcsYcVjMQQicZSCbnihYWFhRYI++qVWaxVnQbM5qcud2lx8BAHV7WSG34bXIjPLJ0+dwfj4RawZOmKaDa+p4+LcLMLVGhKtClLJFTS3pAWHGgyHkEjE0JxKIpFIvDr5//SW/2B+glIhJJiQjMJKAtmnXPTRlm5i6irKminPWLJvuuaE/TKucCyU9Jv46rIkb1iWMOC7Otpxxx1HBRdZq5QleKMIL4Mvl9eFUrmKqdklNDW3IElbM2aJKTBNFicUwba53Y42pZCrOITJuZwFKc9L/NtWHyMGk3lAxVZh+7zQlhYxsLyIbL2GztuPCo55fi2LDQqwry6iXNyAYegYGh6Gx+NDrlSArisY7mzFoS+0YvgBIOJ1YQU+6PIGcLGuwgM3hnfbOLV+Fue1j2Nk9370RG3s2jGMk6dOYWVtA48/8QQ6u7sx0N8P36au4gezZ23Pu24EcNvsuXEwoNo4BT51w4RHBQJhP0KcFClqSpyPM04JPozZs1A4hIDfYe5t3e7WKp8TDgcHkVuo1+XYpK9H3REYoQD0moZqTYdRL8GSrJoPuaKBUjEPl1pHc0caEX8SbsVGobCBynoFtupGJrMOPRpELBGXQXTrvFtfuYLdyFICJCDHMllqcBNc7t4MxiwJ0lLJhOhmOeOhDts0UK/UoGtVKT+QjVl2uwSHsnXsxtf3pgVmZ+eE6cbMFSc7n88jAf1GvoRSqYBUIoo9be1CqEEgDa/XL362pm3DQ401qSgRB+SUPRl40QdyK2CTUpTDQ5VJeiuzwa/MoLAPc2FSXtuQBQhL8qQuczJlpo1YpSuTM7g0PYFbo0Goahj5akU05fw+jwMqp+QDoz0eU4Fob3l8QSHusPxGcsTPsp29MIbvfPvbCId8wjBeXs3ADjXDjrWgYrlQmpuV9cmnPjWIdEuzLKjIkN26t5/lXB/Ez1Kwt1QpyYKRBCsu3NgPJsevYGElCxMqDK0qjGWWSi1KKml1cT8Q4oIMJJaMc9QOpM3U/ffeg1gsLkQbwa7ZLM9vWmxZzKLpqBRzAm/o6e3ByI5dUr0wDR19/QOo1usgppc4N/qwMqD0utyCy5PAjVg3LjDIfqUFoCjjWPC6PaiROTs2jvn5RczdegSDhw+gkt8ASU0XL55Hbm1VztWSTmNoYBDr+YLYq3VU3UgMuND3CQ0WfCiKIIoLJQ2oLqrQSiwTm0h2eLHn4DzM489j1roNVz06PnzrYYxfnkShXMDl8Sk8+cQTSH/+l+T95UVyjmn0x+3xdjUCuO3xnOQqueKsa4ZMUH6vB0EVUq70BnyCA2M5gBMRMReBQEBEI/1+n/z8ZrfJiY7/SGOnRAVBwZVKWQZIri/pFuD2cHVJRHgVGyWH2ZW9Oo5ExIUlXw0L1TXEvH4JBCPxJExLQcjvx+LiKkzbEjr8j54/GAyIC0QkHEEw4AZlUMQyRjXknIlYfFPo1Q1O+LKi3QwFxXnQrEFRfTJ4R6Mx8Sj80XM0fn73WuD48eP4/ve/LwEIFwecxGDpyJdrKBWL6GhrwfDgIMLhMKqajuVMEewbK0vzqNc0eW4kE7CvsvS0urqKtrZ2meScXMWmR6SQWrYmFCfLykmbgRsts/L5vMiSUKjX5VYkMHR5PQj4fJibm0W1lMOhkR1wq14kklGMpAcxP7cAOkME/F55XzbpM1AVt3jQxpJNYuuWLxSRSiXfciPOLy7hpRdPYm72qshRjAwNI+Zyo2C1YmD3Lbh68SV5R9LpNHp7un9MIuYtn+gD+kEGFsy+0dCd3zMbx7GrXq/i0uUrKFWJWbMFv1avVlGrlaVcTpwmFwPch2OkqrqFCb1zxzBuO3qruFxw3HO7GcSTBEMMppM1I86WWLgDO3owPTONoeERHDt2TPofSRMM+kmgIpaVEBKX6pZAjuOeOMkobtEa5KKbXZmLC8JCVAvwBwNY28jjsZdeRsbnwxc+/hDSvgAm5xbw7DPPYHV5ScZxXdOxfz/xeXE8eeES9tfreMjbhL9PA14Qv+zHchZYPG1j7byC+pIFS7dhmxbciSp2f8SNweHLWD+TxmzTEXxsF3Dw8CAujE4ju2riheMnMDw8jLvvuQc+r+Mk8QHtYtvuthsB3DZ4ZJy2BNhtc7XpoQ4I1FoNIer4+N1SRmDajRIToWBIMm5clf6sqygOcgz4OCiyBEsBUknniW4W0/4aFKOMhZlxZFeWoJW9qGSpZzYI01KxkcujtXMAG/kCvIkwvAE/pqdnBRzOCXdr4wDGlTRXu76gDx7VB5/XL6wyxmjMSHBylkyLDKbOVWztz2KaqrgkOOSMzyCBA2Nje/dbgM+OOlhPPPG4TJb+9oAUbWiqTW/TUrGMluYURoaGZJKjXIzP4wED9liiGcsLc6jVawhanOyIpXQ0sdbX1gVwTlaxbAzaNyUWJDsmRSFVFirsF5FoBNVaVfoa3ReYaWZZnmb17AtceFwZH0etWsXszKyUiW4ZGhTZBwZ7l6+Mo1jIw8P3CZR4YKaFdko20ukOrK4uYmFp5S0HcNz35ImTGL1wziEOwUQ4GhHf1rV8FYld+xCLxrFw9QIOHz7UCN7eRlfNFwrifqDVNcn4OgGRB2OXRrGwsgbbdkHXq/Jcw34vhnfvQCQaFXYqF6Es13NfEm2YuW9KpcTdhE4ZbrcNuh8waycLRGbLiKe0dMQiESznXFjJXUIqERfQP4/DoC0Q8KOnqwtr6+vCtGZm2E/mMPsx8W7iN81x2+0w6onndbnEulB1uzA+dhnPXhzDh+65Cz1trRi/eAlf//o/4JVXzkhWkGNxX1+/LIZ0WNgol3CzquCw34O/sj0YywNrT1pYeQaw8m7pxyrZ+QRVWhbqswZe/nMLA5+qI5g+heWJLvg+3oOB4QGMjc8h2ZQSJwgSGkZGdqC/v/dtPJnGLu9XCzRmvfer5d/iecmqM2r0yLNARK1uG6iuF2VgcAe8sqLkVMfsWTQSlUzaWzz0m36ME2A0FnXKqlr9VfwGJ85iLoPsyjLgdaNouQBNQXZlVZTDdcN2JtZqFcsrGRGKrNU1MVju6OyQ49F9gdgOlkq52iuW83AFo1IudYJO1QnGNjMvDOgk7yL/27zkzTmewQT3YdDZ2N69FmCmo1gsSbbs+PEX8E//9E8yge7ZsxeHDx/GpStXMTp2WRw0/D6X6E1xMcFyPvsMn1MiFkQi1SIBE8HnzLpRfmHzUYqWX6FYFNN6Yhq5n6QsXqUvOElYZssYsLM7rK9vyPOnRZbbRbY18YTsPx4RemXwRgcIMlQ/+YmHRMCUrRSNRtHT242J8QlhflISh8EfvVTLtTq6uzqQXd/ApfFpuZfX6/W9USszs3Px0iUsr6xIidiCKkEas3e1Sg1hvwu6WcG+PTvQ19OO1ztrvNHxGr/78Rags8b6+rromHExy0wbA7GN3DpGL42jZlAjsIZ8PofWVALHjhxGczotgs4SS22WBnnkrb5FyAbhai5xTWDijcQSJwPH7JluA0GPB6W6ie9dfhnVuTn03rQHg8NDkjGmdEhXZ6c43nDBQIu7CxdGkaaXbjyFDVuDLxZAAD4Ew9SMAdzE69U16LU6MjPTOH7iFA7t24uP3nEbnnnye/j7r/8D5ubmhA3NdyQeb8buPbtlbC/aCnrLFXwkGEAw4kb9rB8n/40H3lVF/IN9EWb7hNMlDcg1kOpVYdRMTD0ChPfnUCifxOm2Foz07sbj5g8QinHhnMSlK+M4+eIJ8VrmYquxbY8WaARw1/FzKpbLmJtfQaduwgMFiy4VBb+KiIvlI69gh5ixoNYW/UBZjrpWGzXe6BBAk3Di4zjoCcaDZvNcZW5i7ng+lhBYdk2m0uI3GQn64HW7sJrJSDmiWC4hm10DrW84Y1t6HZ1tSaz5ahibmkHYmwKxJR7VI4GpDLAccLdmd8nG/PidUciVmZhred8/fpYP9m/Iknzp5YuYn5+DVi2AARwn0qZkEocPHZZyksvjw8VLY5LtGhnslcUEgz5igdg/OSn6/R60tbcjGI4in1sTth8lbig/wwUDHTlWVlYFF0YmM8N24od4DP4kODnYkmljNpeuIvxMJByS/bf6JwM4gsu5cKDsA8VQH7j/fvT1vZZZYHAZj1JPqw0z09NybMt0i6ZWoWrjwIFDaGpuxuJKRtikx245LIHhG/UElvQmJidxdWpKruW2o7dI4DqycxfWqhYqRRNRP69fQ8ij49CxQyK780bHavzuzVuAwr3sI2QQC7NzU5rj0sVLWM2VZJFQyK2hPZ3CR+6+SzKcZBqzX8jaT8YQfucMKuyX1AYUKzZ+xjRhkQUvl8DMGWC7bCi6G7PKZazFn0DCbMGH7roHhw8elHeA74bfH5BkG8/FLCwDuZqm4cy5cxidn4HhVWFWLSQ7YtAKOroUN8K2ieb2TqSbUvj1L/4Kri7M4x/+4e9w9tw56PW6kLZ4uXyHDhw8JOLWyVgCp2fnYJaraE5EkaE9l6YitOGHL+XImkjwqbhEukTIQJJLVKF6bdi6ifpZwBuZx4mTz2P/Z49h996dePH0GbS3pXFpLIczZ87g6K1H0dvb8+YPovGX66oFGgHcdfU4fvhiKuWqTGpuBUh6vTADIURDCVnRC5aDpaR4HMwQOEHPD+//Tn/aEhFdX88JdocTpqFagiXhCpirVG7MsBCXxCwgS1GGqSMaCUGBidz6GiwXU/9FlEt1pJqasFEq4+roORRcFaheLwqFAlaWV9De1g5LoSwAKxCO3CazGxLI/VAQ5+D8uFLcusZ3eq+N/X+8BZgBeO74KWTyzABDnhOJBpy0mpMpKY1yr56eLvi8bhh1WzIHfFR8bgrzGyQJ2ERTAunmZqSaWpFfz6JWq8PjKSMcCot8ARcJE+PjSDc1Ier3wfK4YVH6hhZalolwMIhwJCTlSU7mFOHlwoUTpoikbuKcGMzz3ASI33Hb7Ui3tcr78fq7Y4BHT9VkMiGZv1KxgOWVdZy/eBneQAS7du5EX1cbzubzePn8FVBcePfOoVcPQTwoweTnz1/E3Nw8qjUNbsVENBIUKRSW1San5zExs/j/s/eeQZKd2XXgeS+9z8rM8t50VXsPNNwAA8exNDPijCSGVuRKlJbScrlULP/tj+Vu7P7a2P21ihAjpDUKkQqJ4gw5QXKAGQ5mBkCjYdp3V3eXr8qqrDSV3tv3Ns59mQ1wBgN2o6sL1eh8iEJlZ2U+873v3e/ec889F+RiTU+M4Mmzx6XSr4tu3B3Ge35B+0LpEKLAdGrohtHpX19bwZ3VddQaLZNxIZMAACAASURBVOSzaUyOD4uWIhHWSrV2F8lnxeld8yFBAeXYVHHg+Jt2TdOaMkelslTAX90QN69WkbRu4ytHvoqvv/pNjB8eE4pJX19vm3esC5eXun2/+Zv/laB47N5Agd3EVgzxWBLJbEr6/7LAgXN7ZmYKc0cOYzsew1s/+TG++1/+DOHNTQk4mM5VpXdrE08//QzGhkdAAexqo4qVm/NIQcEfNYEGWx26dZicLMJRYVLM7A8mdphFOUQdWWRB95XPnmaiFmILNtSxs7OMn1z04/STT+LS9dvSsrCnJ4CllQ1cu3YNw8NDQse55xvU/eBnNgJdB+4zG/pffGAam2q1ApvVhP5eH9L5ImpOG+xuBxzkaohB0iTi93g87ajxF+/vQf5iOEjK3ehXtdmgqZroaLHwgZEeF3oaWafL6IRA0jDL+9mYnGmJcq2MbCmHcrEOXbWJ8dlJxNGsNOHp6YHNrYrIK/fHRZXflU2MbYfMbhhhLuh07mx2W9thNJzIB7nG7nd/fgS4UH7wwSW89/4lPP3sMxgdnEG1PCnio6ura5LGvHHxA1SLBVTpnA33w6YOStUmnXsuipIClcXQqGzz+TwYHptCJLwsvSCpw8bPOpwuSakT5bu1EMTxw4dgMruwuhqB1izhidPHMTQ4gGQqjZt3lqVTAR0/i8VkaPZyQad0CBFopl4B4Z8NDA78/IW132HFKvmiPr8f0eg2orFtQZYb9SrWwmEcPnhQeFI7iQTeeOtdeL0uBINBrK9HsLK+ifk7t9EfDOKZp87h6vwilhfm0Rv0G4KyjSayqTg2l6/j6XPn8NwzZ6U1GpG/7nb/I0DOZDqTlUwAnXk6b6VCDlev3wD5hcV8AROjA/jyqy+BBU3MCHQkPkSU6G85cMYUoeNGdJcBBoXAjVljVLVK5ajKSmk7dqo7qIV1nH7qHOZOzEJn9UF7kyDTpIgEkqKwMOJD/b6+UBA4dqzzUQk46EqZLGbUmg38l//0p/i3f/RHUhhBWzYzM4OdZArJUgnBQBAvvfwSJqemsL6+Lt/hg1fOFaE16vh/rTb4bBr62XWkqYsoNKtbBV9UqI6oUQVFOHespBbNO8kMU/+wBIvVgau31jExdBbPP/sU/uZHb6A30IPV1Yw4cM994bmPLTy7ezHdF/tmBLoO3D65FYJasAIUNbQsDayvbaKey8Hp88Hj84gMCGNFSn6oehuRcD9c560zNEQNmOqiYWy2mAqyIl+oiPNG5I9K5U6XUTwhMH67UTShNKaxtFIRzSqrtBwi5Gq1+JCyugCtIhwUvUmuFCRNx/ZIdBrppIq30OasGE6BYTx5PuT70ZB3t4cwArouyNL16zeEe1mpNWT+Oe0WSe+wXykJ4elkEh9cuABLuYTJoQGYxw9Ir1NJ3yiq4VxxVaE7R+kQsxnjkzNYXriO+PaGoCmlsiGH43C5oLUakppS7DZx0AcH+qFqDGQsWFpawe2lNZEiKZWqmBg1ixPJfYvP1tawohPHggYGA5+0cd5yv0zBUgya+l+dQpvIZhiTE5MYGRqUVG9vwIWL125hJxnF9kYcO5mcNBL/ypdexOJyGEt3bmF0qBdev1e6P9AZmJ6ekvTtqZMnuyjxJ92Iv+NvnDeZTBYFdl6o1wXhZ/Zhfv4WVjfjyOcKODo3gZdf+IIUb5WrZUHXFJ3Ykw4T5QEVaetspFJlvlBY1xDX1UG5EKMlXyeLQYdOmryT85vOYMYyhvHhcQlcDcTOOGmaqM53OpdhvNf514e/2d+X10Ib3qpUMT05if/6n/4TlItl3F64A3Z1cDoqIFf4m7/2TZw4eQqvv/6aiAwz/b+TTEtQ1OfzoEgR6tQOyhY77E43rHBQMEWCaF43nz8eS35IWWlzBjkvGWybSlnYXD68Nx/BucPHcfP2AqrlvIzfRngT0Vi068B9eOv29SvTH/7hH/7hvj7Dx+DkMoUSUpE4nLEUyrUSqgEdye0cNle2ZKEkv4Ltqmg8aFzcTrukdUi83quNqSkWCzD1xUpDrpqswuI5kVTu7wkiEAzdFRKm8eDG6I/VgkQ8fD6jWKElAq4taTRNAyjadTSvOuD1+2TxJWmZxzAi5bY2ETQxMuz6cL+tu/ZqnD4PxykVy0L+Xw9vAqoNsFphYaFAS8Pa2jKisRiarDqt1aGk0jhXzONYPY/84BAqFgf0dpqL94/pHJFWYGWo1Q6TzS2p2Fw6YaTDNKagmCYlCqKgXGZ6tAmXx4GhwUEpPGCKc3MzIulSivM26jX0+Fmww+IVI53O+ckKVDr/IudwD3xQfocV0+HNMFKJHUkTW6yc41VYbXYcPXwAxVIBO7EYlhYWpKK6VCpLm6uvffkVLC6v46dvvom5qRGMjY7Igmksli1R7T996lQ3FfWADwQdjlgsblSf1muiFbm6vIK3L1yS1m1H5ybx9S+9ArfHI86JSMIYcJrYEx5e3mv/lj+1kX1FMRl/E1vDWmTDIVMVHWYGno0mEusbmDpwAMdPnxKH/6MO20dfdy6zDQB3/nn3tzhv7f6nTPuPjo7i5MmTOH3mNI4dPyYdQ1KpNE6fPIlzT53DBxc/wNLSEo4cPoKJiUnYbTYcPTyHUyePY3xkGAEfsx0K0tm8dJYQx5LXQakUOnBCa+HvVrvQ7W4kJR1tqPXZ1EzSluv04XFEYyzAqSO1E8fQQD8OHz78c87p3Yvpvtg3I9B14D6jW8FUAAm527EkltfDKGdz6G9HSlmWnMOOcqFktIoCQOkDVob6fD7RRzPUvPf25Om8sTCB1YKE4ZnGouH0+vySvvL6ewRh4yL2EespjZ7J7SBpnbylZotkdCcatZIs2OTP8Xr4N5fHB7NJlahRnDfyoKQ5tC4Lp9/nFyRnb6/88Tka710imcTS0iJ20jm0FAt6LTpsIQc2NuOIhVckldms14Ws7azVccYG2Os7iLCLQWjYaB5OrSs6b5LaNIMFJxTF1VQbWJJTLqZRKZeEP8QFh6keOvLU49qORLBOwduWjmq9KVwe8uz6QgFYLSaEAn55DriAcp8dzUNyMLk4SmrrF62kP3MrG/U64tEYYpFtVJtN2EgD0HXk8iVMT01IwUUqsYWRIfZptUtLrpPHj6GQyWLx9m0cPjIr6V0iklykmf5nqvXAgQNdhPhnxvrT/JM6f4nEjsgOMRDIpNP48U/PYzkcxcGZcfza178Et9sjTjcRN4HZDD/GSIt+ZB7Iy7vOm9HpQ1CqduUpz4+fYTWz0+ZENB3Dnc0FvPLSl4XnyXnxcU7bvVwXv/dx3+V7nINj4+MYHx9HrlDA2toaiH5PTU3i5ImTwjkl/5PamKy8JQJOHcHR4QGxt7SP5UpFWn6RS8pnk+LDlBER8h9ZKFxb2C5O+rvqaFQrcq0VzYapiXGM9DqxsbkNOpFulx1Hjx6R5+perq37mc9uBLo5qD0ee5Jrk8k0MumkoA75Yk1I2g1FQbjVgKllQi3REueor68PO4kYDh48iFAoJCmezyptyPRFnv0Hq1VJe5LvwQed3SCKpZLIOFBdv4O8cVhpDEUYuFoXTaVMNo9KQ2lXVTmh1fuk7J/8DWoymS02pDM5VGxWeN0dxJH9W1UhopOcLJHmLt0zinQyHVOnIKhJlSh3l3b9yO6GqCoXTYoq16VBQhP9mRw88RwisKLB1AwaKFVaUBpN5BUNP1YacJgUbKwu4vjwnCCoTEuygT0r/aTIQOREdDhtKsbHJ5BJHka5UBQHvl6vgWKlrC7k/dBUFelYHK//9V8g2NePX/2VX0VPIPBh9aakP20y1zjHuKh9WkSWzh+5cr5QAPnthFQfch5WSgXcWVhGMZtAvlgWh1G6grhcIoPD3sMnTh2By+1Ggy2biCQ3m3A4nZianv47U7iP7ATZwxOnY0PuG6kbdMw4zu++fxG3lzcwNT6Eb3ztS6KVxjQ8kV6mDzuOEu0EgxEWMPA9QfTb505ETro0MMiQSmlDvJYBB9uDUNCZaNxGLowDp46I/ZWvslr1AZy4jxs67o/FGdS4C29uYSO8hXwuK2jykSNHQI6zyPGwr6o4mtQEbUlmhnSTJ08dFeW6ZDaPrVgK6XQeWRFFrwvCzevms2GzGoGNxh6vGosg6lDScZitTlxd7MGLZ2dx+OAGmEK9dWdRNBSfOnfu4065+94+GoGuA7cXN4MPabGEdDaDfD4Hs2pBrVoTJIuaUXQebA47ym6nRD1uCj0quqBbmUwKmUxGIPfddF7u57JpQLigM7qjojjLnch1y7EqrNGQNjFWl0OIw0KYlTCYR1CkV2tDMwQt2daGf7LbzNK7kEZ3fHxSrr/IhtGlorS+KTUb0qyePCaSkVnhRXTOMLD3c+Y//1mmZChQXK01YLZYBd1JZ7Nw2u0Y6O8DjeLjvFGjrVIuo1KpCUKsqjqWag0413Zgnj0Eq9cLbbOORqkGF+U61CbmqVVosaG0k4V9fh6nzz0l84PzlcibUdnHFnB06hT4nU7RttKbNawt3UKlXETLTnkIquQbafN6vSlFKr/81a/g1VdeFCftYdwX8t4oJ0L0g44a5wZ79HLuUR4kn9qGxe5CqVyVSlsKuHo9boyOjkulK50KJqe4EBNtJDLCNG93e/ARKJbKUn3KoIIC5pS5eP/KPHw+N7726otgeykGlZwzOvuK0s5QCoRoF60PK0wlG0A0mA4d+4/SBBmVo3KG/CA9GopvCEoG2C02xPM7orn5a899DQ4ni7XYzUESsA9+YR/ZA8+L57O1tYWV1VVB2dZXl3Ho0CEMDQ0ZzwR7rorzyJoL4/roYLLQqFAsSPFEf9CPob4QarUGMvkicrk8UumcCAxncgVkM0XJinBeEwTgnC0XKMWzBpgs6A168MwzX8DGRgRXrl7BlSvXcPz4CeGTfuR0uy/32Qh0U6h7cEPo+MQTCXFQenw+DA8PCkmbBQkkdlMV3MfuA3ZGSYbuFR/YUoml8wVBvciZ4AKx1xsXJqJvXNi4uGdyeSPVJaXu7GBK46nBy9Su3/9h6lQQOKNalLpedFjZqoYSCyTDs0yK+2W6iemn7WgUjXpTUBvur9FsINDjR39/H6i0v1vOaywWxfZ2VNBMjjkbryepVweA2nc8v8d5k5RiPI618BZKlaoo0adaLRS1FlyOAFxeC9LxDVQyRdi4DJh0tBQFuTrQqivIppIYHBoWOREiBkTfZPHhMtXShH/TrJXgdlpAhNnt9spiQueNCwu5kqzoG5uYxm/8xt/Hiy9+8aGmIvlM8dhM61N5P5XOoNpoSUo/n45JmyaibF63HXabVfhBA/0huSbKidyVadA09PX3YXJi4jN5Tj9vc5bOSTwRF/1Iulzra6v4qx/8FAz0vvn1V3Do4EGxSVJxyYIF4dxKElWcNzoohnwInTXxsMVR4r7IuWSaXX5EN5B21XDOOP/sdiuu3NnE7MgMXn7+C5JKkNQq//cQNiKFDCynpqcwPDQkAfvE5AQCPYG7VBIe1rhGCvV+WAnLIJhUHNrSZstoLebxuBAKeDE00Iux4X6MDA/A53FJp4hkMiOC1VLDoQP1Whlas4ZcWcHs3CyePjmN+VtL2AhvYGZyAoNDgw/hiru73K0R6DpwuzWSn7AfLmAkV/f19ooAbjSWQD5fRDK1I4RrKsULxE9D03Z8aGjI92g0WpJy6u01Fo1POMxD+RONC0ndXOTY/JmRHflsNCZGQGoYtd7efqkyNapFjeiXivqlMlX3G2KgaGxdTptoevH6mF6lGjqFYRltM+XGfXKPYoxMZvC6d8txZXcIas75ewIYHho0yv5VVQjrjGTZJYKLONNqj+vGnqTbkSi2onHhLpIELQthsymK9d7gILLpTZSSSVhUE1oWFcWmjoauQNVVVMpVlIpFmbMcR6Z7OP/5HxdMos3GotOEw2ZCX28IrDYN9vYiQE1Dnw/Hz5zFt775DRyaOyDffdj3gnOcPLxcrohAwCsBQ28oiEoxKwU4LocNo8NDRjDhcEhfYC6hxlURZW6JJMnMzLSghg/7fB+H/SeTSWxH42J7cpk0/uoHP8bSWhivvvAUnj33JCii2yl8oS0R/40InKT4WQDVNqbtX8Y9NhwfInOci7QrRNUMORFd5rfH40ZckKsyvv3LX0Eg2NNG3x5ewRgLFJhhGB4elkCVfODeUEgCF0GlOxWzwu0znFRjvWiT/aSg1qi6ZVBBDhyDYiMoMold7u8LSocRq0VFIpYAJXwkkay30KxVpX9sstDEmVPH0R904/y7F8FA6/CRQ4+1Pdzvz1rXgduDO8QFjBvJ/6srq/JgsTce+WRE54j8kODf4WkwXUBkjgUCgUBAELvPivvGSLhC3pumgQKqrMJjxCdXJFWxTIlaBU2hIWQkSTNJrh+vpyaoGuCQtGlduGyUAWHESGeQy2AmYziqNKgcKjoNPC7TUyzaMLToHuxGpZJJbEUissD29/cKxyRfKEkamNVX9VpFroukeJfTuWuI34Od9d59m/f36tWr+MEPfiDGn0K15OaQ19Vs1oWbRg0plysEm8uLzPYGVIrtWm2A2QqrapGUot3mQLFYkL62XJCYouRCS2TZ1G51xXlipL0UcdTZVaG/r1caaj/z9FM4fGgO/j3ssEF0l4sd5y7R3kCPR/QWGbiYLBpm52bQH+o35mZL4Bx5zbnK1Bqf1cnJSXkG9u6OfX6PRDuztbUt2pOVSglv/PRtXLh4Dc8+eRJffuVFoWXwfhlbRx+SAaUhDdJxrOnqiEMn1ZkGgkWKhyBv7aIC6ancaokzxywCpYtuLW7g+adP49TJI2AqX/pPP8ThpkNJqoHFZhGuGkWLd5IJcepoH4UXKsLYxjXQ9nbQOF6jXK8YTr6WqzauW9NkXhsFQk0R3iYa53LaEYnEJCCnfqLY21oJhXwRKXMvXnjlaejVIt59/zL8Hiemp6cfO3v4EG/3ru764YUVu3qaj/bO+LBFt7fA9J3Pxwo6r8DyrN5sNVqoVkjCNa6RhFNWdxaLJcRiMUEsPksBUKJkOzs72NlJSJm5UanOCLd9T3RNUESFApK6BhYGkC/H1K/FZEJ/yI/Bvh543A5pr8Vos+MMclzy+azIUdBBpaEynNo63C6ntLkpkcD8gBuPw8rGTCopqWp2ElgLb2NzcxvlUhEmqxk2h0ucFTrU5IA9Thtdkkw2Cza03twMw9/jh9ftgdWsIBTwYWJsFFOT4/C57YiFF+By9iM4egAlEVw2w6yYYFXNsJgskgKlJiA5Pe9euIBKpSx8MnF2BB0hXmL8EDbhvWHjbUqCkItG5+78+XdFpJV/24uNc4+BwpHDB0V68LXvfx9/8Wd/hlxqB8eOnMBA76DMbZ4P9bY6iKJwqhSIdtfgJ4gG78U1fF6OQU5tPJlEJptBvVbF+x9cxtvvXcHs1Bhe+eJzot9G9I33gv8JxU0az6sGP6zNU7uLuLXtFOVtiWzxXtNh5z2UzzAdqUB4bnarFecvfACLquPZp87KsT5tccz93g+L1Sx0g97eXhw7dhQ2m0OCez4XinDg2g6obhQxGKij4bzxWHTC5KkSAy2qvVKoQZvMv7HNV61WlSDlwMwE5g5MoNlg4FqTv1UqRRRiYVx/7/t4p76CV//eLyPkH8Frb7yF5eWlu5ezV8/k3QN2X3ziCHQRuE8cnt37IwnzbhLxzWbEotuiD0WYnD1FWaRQrlbRGwyJ7hXhbzoyRKR6evy7gkB92ithr8fFhQURNFVVM+qsFGxHsTSCJKizLyZRREXR25WyFjhsVvkbj0ubShSPzpHb45YUFDl1rGQlQblcKhtIhtUsCAgdALZ2aeqqFE30+H0PxIOSwoV6E2arXeRLitU60jsJeGIJeJ12ZHQNO9EoXA4HPF4ifvbHQr+LKEaexTWpDIhQZotVhAZGMTYyJFqDIyODkmru6+1Db29QUDK2jKJT7e8bRzK2KYUJnNuGS2aslkQ4uPAU8gWwQITyHqwgpqgzFwA6c5JSVVUJCqgjSKSZi8mbb72Nty58IHNqbnZmT1KonKNc2EnwvnXrFl5//XX597FTpzE2OoZ6tSbOQsdx44JvpKfMQjQn7+2zDLI+7bO9375Hu5JIJIWjmstmcfnKDbzx9ntSKPXVV1+QFk9sIM8UvLEZfIsOAkWHTmYWJxhnZDtAoKNtFCoY7xnor1F0woDB56VYug/X3nkH0UgEv/3P/wlGhodlH7tF3zDO9xf/X2wpCxp0XbrRDA4MSHU/7WQHIeb4GNy19vW3U6fcq9HHtY2/tRFHPmidkeocmfOWtBV2QVxZWxcVAWYdOHYtrYFqOoVcbRMjpwcw1TuHSxeWUCqncezInBQS8Ty72/4Zga4Dtwf3ojPp4/E40qm0LGgUKSWpm9WpVrtTHBf2oONDGtnaRiAYkMq4z5KPxYrT5eVlSaVR6kO6QNAkKIosxuQzUZ+OvSJ5jbI4q4r0CmRaQHphcnx1RQjHvDbqv9EAm8wW2U+tygKJsiBuI6OjCAZD0g6nUm+hVKpIg3SSir0ez6e+U0yV0nnksZOpDDKlHNwDTYRKTVhqTdSsjMwtUFmVKtJJmlS+fuoDPgJfpLMUiydEJLWQz4tIbTJXwS+9+iI8LgeuX7smXRfofLGHIyN5LiRE5yyqBtXigMcXxHZ4BSy7oXNPB57zgJ/jfGFFL6uuo9vbco/psBP9tFno3Jskxc7UkdPlwfUbN/GTH7+BxeVV4STOzU1hZnpqz0eSsg1ED2PxuMzDYCgojh0RDM5fooZcw8hZYtp0bGy067w9wF0yHHpDzJutpLZjccSjUbz7wWW8c+mm0CumRodw9vRJqTKl1EzH+TdMkWF36LoxcDAcNcOxI9mfunxE9juuDI9ncG0pMK3C5/GhXKvgO9/5Dgq5Ev773/9dHDl6VGwZ5/Feb521gvOQdARmYartYJe8YDqjfBb5Of7HOSmV/+2UMM+X10hPj2dvOLXyrvGvdtswDtXSyirKlRpI5yHPlY5tVtMRvJnCqzsr8L84CIwdwI137iAa2cTU1NhnCibs9b14FI7XdeD24C6Rz0Wifj5fAHvkjY2NoZgvYn19DT6/D+NjI+jr75VFjalHCuaGQsHPfGGgHtjKyrKMUL1Rl0jYYrHB7rAL0kYjwJQwUUQxKlKRaqRXhY/ChZ1mRoEQ22kQSRLWSXiXTg4GKkeicKgvCKfTJYs/Daymq2K4GvWqGCgupEbT8vu7YTRm6XQKebYlE2dEQbkKNGxVZE06lKoVDr8fFRp5RRfuFZX8iSh+XjeioVwok8mUwXFrNLC0voWzZ07hwMQIKk12z2hieeGOOGx2q8Fj43hwPIlQ2kw6/KFhOOxObG+tyVCZTIYqEe837zU/S0eNgQBR50gkIg4jCyXo1DGtTWHoW7dvYW1lWRZrOoZERMg/YpCz1xvRwIH+fnHiiDwz6GLbNvbodbldcm7k9lEdn8/oZ7HI7/WYPMzj0RFhxoGBFTsurK2v4fy7l3FtnsgPW/CVceTgjIjNks5BOyNcYQJBH8mwcz/irLTfo2MjzpsUqBgOD1OohuMDsWFEhG1mM85feRfJ9A5+//f+FU6dOX13t/zsZ7XRUSNqTa7w0vKyVMYy2yEOHJ229rPIZ0yuqe3QcT4a//74M2eRGYNr9pe9dXtB9BfJ4dQZeEFBHRqauo5/uFyAZ20T2yEHRo6dQywcw3sfXBZ9zg5doHPsjz9S9929GIGuA7cXowyIM8aUKQsTmK5iJarb5wUfBqMHo2EsuOCx4wLJ1Hu9FYtl0Q6S6lCTikQ8LhEgF2CR+Gg1hNDLNkOMdLlgd9A3WtOOuetEiDQ4lH7jRv0sm8UC6t0Rxmd0XC6XZAGkiC+LOLjRZtJokVzLrVQqyOdZjfrRZtHyx3v4H40ZU9SRzS24+u1oqDwXDQ63Blh1pLMtZEo1lCslaCJdEhCnpXMt93CIR+oj5CdyoeSYsGUVOT6bkSgSuap01NiMxrGVSCLUPwAzNLz3/kUEgkG4nQ65DxwXwzFTYFZ1jEweAPuYRjbXBeUk8tZBOwy0oM1zUxSp8mVQwPlPJy6VNn4nya+sVqCbrOgJ9eLggSk8ceb0Zxbtk4fUEc8mJ4sB2MGDc/IeZW0offOwie2P1KR6gJNlAVE8viPz4fqNebx54TLWIkmRm6mW8pLqO3Xi6F1qiTggRNvazhg9mc5842kQdxLnre3AsULYmK8m4boxMKOTY7JYUG22cOH8Oyjn8vhf/qf/WboPcM52HKIHuKwH/qpB/9RF4NzucGJ1dV3sIjMRvCZBFdsOplTVSsaDh6Vr10kt//xpcCzMUvmfwY35eSnaYJ9W2XQdDUXFmAn4hsOEULIB6/UIioMhTDx7EjdvhPHOe5eRyyTR1xeUFopCIfwMHd2fv8LH652ukO8e3G8aDPJr6LgQcYhFoxgcGhJZERqLj26fxkn56Pc/zWs+1OSebGxFRdx2eLAPqVRWRCC5P56jpMmgSf9SK9sNQYfH6ZZUWcdhM4wHF2xWTjVF0dxIlZEozLSrDUbxGNEZQ7uI6bTOGAi3hc2nm2wBoMHptAkXSVIHQpi//6ujOSM5no0uy8UqFLsTTqcZWl5Fq26F1a3CYbPA63KAaB/P4W/fkfs/5n79BudfKp1GNp8TJXbyvuhQReJpwGTF/J1lTKrACIDq4gaCx0dg6vHi7bfP45WXXhRnj84MFwgBOrQ66qUMTp16En2hXvz4R99HNpOWnqdmszFvWi3DgeM0Z6RP9ITzjfdcEDtFRblSFV7kQGgQQ/296O/7dM76bo47UTb+kD/JcWOQxbnc3XZnBDim7KmcKxYR297G5WvzeP/GCtKlphQjNBs14USODvYJ95KSRJ1UIZ0bymWYTEblKZ9Ytr+inSUKx2dY1U3QtLrIi7CTC+c6q6HpkLNShQHM2sUrMDvc+Of/8ncxPTUt6BbTiPthM3h6RkR78sQxyT5858//q8bX9AAAIABJREFUXLI4lECiuF2jU4krBR1GYMWzN5aUX3Ad9O0kSK7KPjhu4hSLnqMKvw48o5qQUFSkKBHUaOBH3/shXpqZxj/61lfw/R+8jUs316UI7AtPn8bZUyfh8XpEa49WoWPL98MYPg7n0EXg9vAusy0MZThICmf6ZT9Mdkar1FtaXQuj2miiXq+hVqnCZbcKKsUFX8ruGcmqQE0UyU1SJUXdrg8XtXY5uyzvbeOhGORwvakJWd3pdskCzlQlDXgpX4DNZIGNFafth5/pFCJwNMRWi1mMOKN0prXoBN/rxvRJvlgU4WGW5bfAjhEm2GGD08Yfp1T7ku/Fn0DAJ5pzuyFZcq/nuNefo2wL+0qSGE0vlc7Y0vI6MuWGtK863qjhpXoN41oTY5UqSmoF5rmjuHP5CvLZrPRmFM5NO8gXR67VFDHQweFxTE7NitRMOpU0ejEqTOcYCwadNsrLUNKA35N5oxoprXKpgkCQz0Qv2Ei8XK1jaysCj9spKfq9HqePHo8LPwsU6Bx0t90ZATrsO2wnmMmI8/bepet4/3YYWd0MvVFBo5SXPrmtRg3HjxzE6Miw6L4ZfK62MC8thFRYynQyAi/qu5F+oUEQqpZGLTRWxxv/Jj0lk8wglS8g+9Y7OGSx4+//D7+Pg0cPS/9eIlP7aTPWB1baapKpGRjox8KdRQm6RDSd7duoycmHjEjkh96b2OxOoNRx5fib7/E6kztJrKxuSCDGZ1GcYKJ4JhMiqhnfN1nwPdWEN+x23CmUce7YIfzSC+cwMToAxWTG6mYC5y9cQyqZgN/nFltqtpjFyd4P69p+uo8P81y6DtzDHN2f2bfFaoHP4xHoeb9McpK1V9fDIv/BNYoxbLVURoONxk0m5NJJiUy5kDFyZdUWkZNgMCBEfwN9My7UMBQdc2EYVka/JMjy+ywSEKPCY1SrqBSoK+aCarXArBqE3Kqo/5MsDkH3WEBWLldE2JL6cfey8Risno1GoiiWqoiHV1FvlAQBpIwJnQReq0k12nqxNRLf/zxvrPaNxmKGthtbVikqwlsRhKMp6KoJZ5p1fKlVh4VuluRvWrjRdMMyPINyPo2lOzcR6u0FBW5Z1NDBKTmP2V+xXMrB5fZi6sARqGY78oU8qmyRxVZTRNx0Ba26IQjNSmz20GXxCvvo+np6MTIxhWw2j2QigbHREWiKisuXr0nHDqrT75fn5fM8R/bi2iikTf4lhbMpT3T+vWu4spZC1ezAqUYJXylmEa9VsM6WZiYFp04dE+6hdL2gnyJzs3OmbSFbSamqIsRL60OhcUmj6tRB08AezdlcFq16E9v5ND64eQu/dOZJ/Mq/+m/ROz0Bvdn61L10O2fysH4zcOAPaSz9fX2iyRaNxhCJRg3JHqfTaGfIwJoXL17ch2fD58Z4Vo20Kv/C/sSZXA7L62F51FnAJailGEUzSiYzGqRCmKlHaoVZBwJ+H544dQzBoB8TY4OAWYHmMGFxPY6rV29Ba5SkxzV5xiwY4zl3n9kP78PDetV14B7WyH7MfknCJ3djv2w0imtrGyiUygLRW0wKmvUGakxfaDqsVgfq1ZJEvxZJIbHSUBGCf/9AvxiCjtNm2I2280YSe7sqSqI7cuGkwIFkYsOA8P1ipYqWiUYYqFbrEk3S8PIz3BPHim24iFpSToU9Ue9liyV2RM+M7ZF0xYxcJg7y+5pNXQoZ6EhbLVbRpmPbmc+7BATHlAULqVRKjCvHN5PLYGl1E7WWArvewlyjhmqrha1WC+lGA5FWC3d6BgCnF06zju3NVWm4zV6flB0wKvuMlBV5R0RHapWSvBoaGcPA8BRc3qD0WeSCyhZdLYo8syl5S0ezqcHhdGPu4GGcPH0WuskiPS6jW5uIbEcxOjqGoaFh3Ji/jVq1jOGRIZlv93L/u5/ZnyPADATRfuqRZVIpvHXhGq5uZaDaHPhqq4J/WinAWa3gLxsNJKsV9HqcOHLkkNiBDx03FkW1HTfJ49PWGAK+vGoi70y1El1m+psBZ5D8WZcbd7bWsdaM4ItPP4t/9M/+JXyhHigaubz7xyb/ojvHlCqdOBbSzM3OSiHCxuamoOkul0Mq/Q2E0iCy8PMdYXg+7xwqjhPtKoNpopHLqxSV10REmKga7S2rwu2sIFdMsJnMsJktgvBtx1I4feIQ+noD4jhOjA/i6JEhzB48gFBPn4AAly5dQ6jHA7vdKbJRhrRUe034RRfWff+BRqDLgXug4Xt0v0wEbGNjQ9S4JcpT2Gy8iUazjh6fFyxj50Jrc7hF6kSQNpJdW4YGluFosYS/MwZ8UD/kQIjBoKSIySzpU0L9LEzgsahDJC23KDuhA2ZGfmZV0qXi+El7G4NnJY6jxSoE+M6RPul3oVDC0tISCvkchoaHBcmx+/qRS8WkjdbwCNDXblPDc3kcNnbFYLqKkTEXQjpTG+EtlKvkKaqoNur4G1a2KQoo0qBqLVgtNgx5fJgaDKLlU7C2MIJbt+exvLyCo8eOScqJc4DetrFwGPe/WinA1Kgg6HEjePwQ5uZmpAKYziMLFer1GixmE3r8XvT4A/D2BLC4vAZKRZjQRKtSwGYkhg8uXsHx44dFZ+3ilRsSOLBLw+fd2f68zkd2V4hEtsWpKpUreOv9eXHenFYrfrOex0utBuZbTfyfUBAxmeFWTeL8Ex2i90E7Y8ww0i8gxQ1QqV1mtGpD02i/x84KLLAiDYOct8GBPvT29yLz2o+xfv4ivvZ7v4l//OVfA0V7ubEA4FHYGDizcIbXZbVZ8cLzz2FsfBRvn38H8VhMMjt0wMQuCyfO6GpjOG9GgZnwe3VmUExCT5ErZ5WZDCxtt8ngL3NA2GOV2J2ui1B7JlvED358HrMHJoTLys4rjZyCSqqEE7MzOH3oIP7se3+B7/3VD/CNX/kqvF4PqlUr7jVr8ijcg/14jl0Ebj/elYd8TjSmN2/eRDyeED03RmrsBcmFnV0ienp6QJSKBoHIWCGflQVU0qiMckVKwgmny2mkNO6i87QEBopPg2uz2qTalEaHiza/T4PMRTixk0CpUBIHgk3NmZpjcTz1ybgXGhsTjbFqQa3OqqsmQoGeT+Qi0UlcXFpCNBqVtlhDg2wbY4PV4YGimmG3mjF74ID09ntc4H06bKlkSqRUWAxCx5qp1PB2Qow1eUYNrYWarqPO1ju6hiq1tmwuHD9yGL1+p1Sbsp3W2sqKOIKDg0NSTU2UQxZWaSPy4SJB57xZr0Fv1WAzAV63E739FKn2weN0YHZmCr6eIHYyRVy/OY9sNoVzp4/DajGJoGo0loY/0It4Ii2Ntykvs7m5BZvVjP7+/k+cAw/50enu/lOMAOcgOY3ZbEYqz3/81kXc2EyL0Pc/q5fxcrOKa7Ua/veGhjBU+Om8sZCmVsXwUJ9UukvxTMfOGJNOUoOca9y/FMcwCGGAwjZ8tSZ8PX6MT07g6qVLePN7r+Hbv/lb+PY3fv2Rlgj6EC1UEAoGcGBmhtZS5G4YoNFho50Vx43UBbGmhqyPpDUZoKkmQSgXFldQrddhsljF1tPesyKVleQm1WIE3IqByjVFjkXHV155Tj77H//8h/jX/893cf6dm4gPriA44Me5uXO4MX8T7GM7OT4m94K85cfF1n6KR+OBv/JohB8PfJndHTAyo2hwKpXGtWvXxMlhI/HRkRGJZuk4ORx2ieQ4Wux3ypSvy+2RylSK+N5F3dgXtVAwcHnhWPAbhvPGX7SvdAC5ScRoMZw2Gp+OEWG7qlw+K0gf06M0On52QaBTKHtjn8yWoEbkyVVrLSTTGdnnx/2PzhsrfNm/06SaMTA4CIfLbTSnt2jST3ZiagY2SqA8Rlu1VkMmlxWDzXtTrZQRicbQaAKNRhXNVl1a7ahMJWktQd8U8m1CQfR4nCjmc4KaDfQPiMgy9QzffvttSWvznhExFXSWd42rhiwQbFjPSmMeoy69VLfWlvHOxTdQLOak+8Y771/BOxcuYH35NgZ7g9IneGszimtXF2G2m/HU8zMYHutDo24WraqmBtGhImrc3R6tEdhJ7iDFZ1fXceH9y3j78g3USln8VjmNlyo5nK9U8b81NKTMVvRbqTFph9PtE/rD7TurknYXqSWDbXHXIeC8oxwRkTY+/62mJlkEpgW9Po/0ps1lMthJpfEP/sc/wDd/6x+IaO2jNXo/f7a0oyLR1EbHvvjCF/Ctb/269BImP5kcVT6b/BwdWv5w47PKSnAWG/j9PknHyl/4dxZ6iAPcMgx4+3mW5nFtLuGJw7Mg+/X/+96P8O+/+zqylZLYEd2Txbb7EiIuHa/+0itYX9/E4tKy2Ho6ld3t4Y1AF4F7eGO7b/ZM4xZLpGXhjsW2EY1uSxQ6Ozsn7WlI+C+VDBJqR8aEURMLEKiXVCwUUS4XBWIX6Qdpu6KJKK9VdL+4dhvpVJOqCMLGSidqv5EwS+hftIrarbdoUOgQDg0NYXx87K5BJm+Dn6tXa5IaEZmBfAF+f4+Q3gvFIrwel3AwOoNLY53N5RCLJpDOpOGw2wTNc3k8yJdrKJWqsNtM8Pu8IkfwacSAO8d6FH9nMlnsJFkV2hT/ikjWdiJjLHhMqRLBaFen0YoLWmqz4dTJU/B5XKhWilIhTAR0dW1VxHYTiZjIaoyNjQsXjuNy9/4Kednw5xn9M5qvay04LryHarGKweMnsLy4KuK92UQEYyOD0FUzFpfWsLG+Be9UC6deccM/VYDVa4LWGoTD6keP24oE52khj9HR0fuqSH4U79vn6Zy3YzEU83ksra7htb95C0Vq/tXLONqoI6kr+Ne6ghw1JU0GcZ6t2WhnOHfSubwEYYP9vaIDSXSN/kYb6zeGSTIIBvpGO2S1WCQwZODH4qSXXnoJp04c/zwN6V2njNfLH7fLhZmZaclohMNh5Ap5GQOzlcGzWYJzpo3NVrOkYDkuC4tLUg0sRQyKSb7bCbCl+IyqeooqnFdKEIzPjOP6+iZufef7+BWLGU+67Eg1dcTLKkYPt9CwqlCq01ifX0B4cwUHpifhcDilI8vnavD30cV0Hbh9dDMexqkwqiLfie2k6MRYzKo0m6ejY7OIWBcKlYoYRI/LLcaAQAp/CLVTu61WayCfy7QROEhkZ1R66XA5nWjpKgrFsjyo5M4x3cFuEnTiLALP0xDQ0BiVSYwMWcUqpfAfuWgaIn6OESR7IaazealAJZ/CarUhXygKAdrv8wj5NpFMY3MrCrbjYlUjKxrdbqcUO7CFU2w7Aq/bjaGhQUNw+CPHehxe8j6wFU+pWJQbytT58moYxWoNWqt+tz8kOUOCltWJljVwaG4OU5NToountYi8NpErVrGzExedN+7XZrfj8KHDhkyDcB+5qBoJG0FQ24CsyWqDnk5h6NYiqnOzsPT04Ma1a1hfXYTDbsHUzCzWIjGo5jqOfjmAE1/2oCdoQ5Ntt3oVWHs9KJsOYGqgD5VsCmvhsMzbsdHRbir1EZjEnCvsiRuLRfGXr72B8HYcNqWJSr2Gay0N51UTGmYrvKpF5ClYICMOnNkCKyvDFRO2ownp2etxO0RQWpAikRHhFDaEelnsxGCRjgelgPw9PRIgzszMSBeN9nR8BEbs3k6x47j97KepednfP4CFxQXM37otQavdSspKCusbm7g5fxu3F5axvhnF9nYClNxk4Ay9JRxmkSRpjy2dN5U2XDVTxBF3whFM3l7G71hUPOW046DWwqbdiltJFZGlBuJLNQTso0JZ+dEbr2Og1ye9hLs8uJ+9S7v3764Dt3tjuS/3xJTX+kZYeA79vb1wOe2i1cVFu1wqIrezA2e9Bm8wICR24jGSCGs7XOSrsUKJRQF1trUSSJ6XqqOl6+1WWi5x7ux2izhcqUwe1VpdImESbgWJEWTGINCyRyYh/o/b6NxR9y2ZSqNSrYvjwWpSplk71WWUBNjaimIjHJFUbV9fCNlsFmaTIg4l1dSZYhjs78PU1ARcznurXv2483mU38sXCqL7JmX9ioKNjU1s76SMSuNqRQjldRFMraNWpbBnC9NTEzh06BAU6mk16nKfWXHKrhmNWhXsUnD4yFFMTo7DYXfIfTfkZYyFgAsLvX9DboYLgAXxm/MoAPCfewJb4TCuXr6EfD6L2bk5OJ0e6Ikcpp/2YvYVL+qKBdsxFfFVBdmoAqutjKbdApN1Ev0OBdHtqKj2szMHOyJ0t/09Auzqwrnz5vl3xIGzmowqUqbs69Jf1wS3xSaSFUTcDAeOAt7smEC0iALKFkTjO+KAOB129AZ7pDr9o+lB2hPO83giLhzXY8eOYWJiXGxQx57t75HanbPjmFDnkZX7BWnXuIG33nkPl6/dxuJ6BOGtKFZWw4hEU3D5QtKHm4VmHDux70TqpfiMdv9DKZCiquOrGvDfmHQEKIqsqPg+9eKaGlqKAm/djz57CINBK/p7PZgaG0Qxn8T1a9dF+uSz7Om9OyO7P/fy8avo/jzX7lnd5wjwoUym2O9SEymQbLUEU6OOBsV660RgdARrNQybNRTcduSdPpDUIIaxHbISmXG53PAHQoLIUIiVvCZNM0MrlrAR3sDg4DCCoZAUGlDp3OGwCqeChoDHkOonlWroHS7cJ1MvpVoVOoj+qBab8LaI6Pm8bsTjMeRzZeHz0THr8XoQ3twSHbkev0/4MnROubgHAoH7HLHPz8eJUmQzWUmJ0ilmh4TtWELQV71ZR8DvFgeMqU+moYl80kkeGR0RknKjUW03uCayocJqdcJid2F0ZAjB3j75PPdLXS+mYS1Ww5TcRQaoF8iWPakUPtiM4NSTZ1FPp/DB+++L/tvkxCRGx8dRSmbwgllF3GrGchgo3lRQiSloVdjNQ4fdq8F3cAMZbwhPzhzC8MYq1lc28P4HF0XclIhvd9u/I2CzWgQ5Z+HLi194Cu++9wG0lpHmNGsa1KaB+pqsWhvBNToqmM02mK3UhmyKM0cHLZ3ewbuX52G32zA82I9qrSLIMUApDBMS2bjQKM6ePSNagvyOgfx/3vC3j7/fRNiv37iJq1evSnB29Mhh/If/+KdYWN3EwMAQetxeyYiUqzW88vxTOHbkCP78r3+EzfAmgn39sJkVbG5GkMml4bK34OSz1WqgbGnAo9vx96xmOE0WZDXgT2otfN9sAsXcnxgbFLTN4zTBpqVQiG5ic+kOfvg3PxSZqlq9hn/xO7/TpT18/G17oHe7DtwDDd/+/jIjMcqFtNjVoFaFUikiU6mj1qxDGkO3WqijhYxWRz6fgoUOXKeiUFAUGj5d+pQGegdEmLVYyArqQk4VuXVJKRzIwxvzYWBgEIMD/ZI6pRPYQdm40JNbJ/wKIbp/8riRsGy3U9soJ44gVAj3KtjjR71ahcdt8OCY3mWHAKfdKhwQITVrLUHh2Aj6cd5K5bIUBogzrmkIb20jlcmxOgUzU+MYHhqQFDnHyEh5GtxFpryNPot83xDghVXBen4NpVoe09NnpHKZqSq7zS68tHh0G2ZFRUlvCIJCro1DU2BXVGRLRQyNjSIWjeDWzRvIpDNS5Szom8cD89Y2jrqsWFiwIh02w14zQzWrIrJsUjVUc0D9eg12/zKSRwIYHRzDTjwl13NnYRFPnD3zON/mfXbtMpPunhNpDaRRkIqxurKCk8cOgUHWd/7ir+Q9ygdRuqjeqMMms9Dgz1MKhM4/kTdNs0BRjGWqz2pBMh5HeDuFiYkJNDUdrWZZjsF97CQS0rHl9KnTj5WzQDtMrisr8O8sLEinhqXlZSytrCGZyaK3tx8enx+qySbB2fT0CPzBXkTiSbAy3eZ24vTx48iWKxiZOwqfQ8WbP/4hIuGo0GJ0qx263YkVs4qozYE/dfux1deLp6fGMNsXgs0CVOsFJGNJzM+zqjyHyHYcLU0VHt4f//Ef4/ixY3j55Zfvzo3ui90Zga4DtzvjuO/2woWbQpY0okx1kpxeTJehk+dmVqRZtFnTkTXrYG1nM1vAgCOLnkBI2h11nC0iOSa1IUhXc2BY0mOVckl0wJgq43HYFJ0ozfBQvxQcSBrtAUaEzl5PsEdaYbGTAlQTypUK6tWyVKba2srplI91sajBapHz4Lnyu+S/dJzHBziNR/qr7HFKJ52p5O14DOub21IteujgDMaoj0c5GIomCyPcQCiY9gT72OrG+1JUAhXFehE2fwvnZp7D3NxBtusQJ48I75kzp1AqzhptkRIJ5ApFo3jFYYPb50NZBWKLC6I5yIDC5/NhfGJSFtp4KotEvoR3HU4U6yrI1bE6uWAbhRVE4Mw2oFVTUE9msLSygAPjvfD6/IjHKtJW6NDBOels8kjfrM/NyRvziH1L2T2FTkWz1UA6k8Prr72Ozc01/He/9/uYmhyTdKjf6mvLF5VRrzthZipVNXQFOS0pa0H6BuclwXz+2xcMweLwwmx1Qq3VOIthsdgFCfYF/fjii8+DLaceh422lzSJSCQqY00byecrx37H2QIiSxFB3om+kcbitJsw0d+PwVAIhVJGAvPTJw5Kl5tTfX2wNOrwlltY0beR7jmOc4vHsLi+inQ6B8Wi4t/4fAgODmF4egpHe/tgbzaRLq5ibWsF6wvbyGRyyGYymJgZg78niLXlVaQzGWSyabz2+ut47tnnYLN/vjve7PW86zpwez3ie3Q8OlFcoEkiJlO1qACU7vA5XLA7XCinMoCmiHNXbZnQqDexE4/D4/FJhSG/K5vWRLPekirD3oAfDptZFutSsSC8CfbOGxwYxOyBGRF83I3Lo+Pgdrml0KHVSqEule06CsW8VDWx0pWSJ0Tq6Gh2tKB4bCJvjvvombob57vf9kFHicRxLqfkwtxeXBGn6vjhOYyPjUgjcF3aaSn012RT0OG7UE+ADcWZ/pbeaqjlqpjsmcaRQ0ehmowvsB0WnWThtvRxF5OyH84banIRdb1x4wau3Z6X10RUSS4/ffqMzCWeV6VQRFpv4bV6DcF6BT3wCAmdYIwupOp2Cl7R0dQayKR3kAkFMD4+aTiM8YSImLpFC8u4ju7/934EDDkPo5tKOpsTzb5EIoFIZAuZfAXvXbqKtY0wcpkU3rtwAU8/+QTC4S3RayOtQqs3hF+pOzwf4dgaCDB5cOTQ81904HTFhGDfAKw2O3LpOpii5d8YoJ44dxYnn3zCGIC/DQbu/aA85CPyGaeeI52mSqWKarUseo+Li4tYXw+LCPv46BCG+wKgGProwCDsFguapYp0ZBlxD+FLQ8OYMJtR2tpC9spVNLaTOL8Vx+uqhtbZk/jS82dx5uxxJNNpGWe7xyuFIsVcBtlL5/Fe+AZuHriD5EYetoVxnD39HE6dcmJp6SaKuTICQQ9icU30Pq9cuYbwZhgHDhx4yCPzeO2+68B9Tu83le8pq0E9N0LsNLJ05ipFO6w2r8iD6OS7KWZZ6C1mC0qVGuLxKEZGx2Qh7ThxklWVFEdLeGhEvFpB8st0uL1eDPYzHdf2BHZlPBWpcqQMQChEHSNFSPaJRhkOByUC3OI8MAI1zpHHpmK4C97HnBPFdYtN68lxZJr79sIS0pk8Tp88iomxEdTqDbD9xUdRUrlzvMnS19RA3+iA8XOtVgP1cgVjBw/DZP5k7iJvPR3qzqcOHTyIqclJrG9s4Kc/+anMDJfLKaKjfSyocbkwONgHNjcvVZqoVUugYCh1/IjCGRRKo0KWDl2lmMN2JI4DUyOYnT2A+ZvXsbG5hanp6b91PbsyBbs7uacRYAqOxUbJZAYLS8tYuLMk95e9TqtNwOLsQXonAYvawtzsHJ596hy++NLLuPDue1jb2EQgEJRUfbNWESfOanMQGpagjAgs+xUrJgssFPeVmMIu6G2rWUOTiJHXhXKpBIvLjdOHT8FhaiM8u2mO7mkk9uZDtOFMUVLzkghnvV5DZHsbiwvLWFlZkefeeK76pfrc7nYgX6rjzp1l1BoNlFst5DUdg+8BRdJgKjVEoKNss6Lu9aE5NYLA4AjOjk+jUKoI5WJ4aBi5YgHL87dw8/ZteFZv45nkBvK2JsrKGAJaD/rHxvCP/+G38MS5k/jrv/xLfPfPvwv22aYeKPujRrY2sba22nXgdnmadB24XR7Q/bA7EssXFhbaFVwm0fGibAh5Sw0WMpj8cPp6kU/HpdJLJHeZDlV1MQ6qaVtK8FmWT8ePMI0UJDDV2mRXhBaCgYCo8bOnXrFEfbbdJZMT3enx94jzubW5KYUXbPHl7/EbApXSM9XQnuPiTvFPdpCgA/E4b9Teo5gxK3ZX1zewvhkR7tGB6SmQTMz7KS6Wagh80glmuoobv8OXdMb5mtylUr0Ms9eGwaHB+x5WVjDzZ3RkFCdOnMTly5exvr6B6ZlphHpDojFFoI/ziVXLxUodhXIduUIFlTJFhptyTDqT/FyLRTnxTXh8HsxMzSIei2JlZQ1PnDkNz2POebzvm7MLX8gXS8jnCghvRXDt2jzW1tdRLFagKyo0mGBz+w2eZYNajj7popFOJNBSFTz10hex/u//RAqiLBabpFrpwNscLJZxQNMZdBqBp1Sk0na1gNmZPgyGPMgm1sGqd3Z4oaMxPTuL0cGhXbiq/bsLFimkUhmwCj+TSWNjI4zFxWWwJyoD9f7ekNjkZDaLldV1pNNZKVSq03Gr1mAyKaBup8dsQs1iwetuB6yjAwgMDaIvFICHkkteLwIuF8x2pzxv7Gjx1ttv4fybbyJ3+xZS+QzGPU7UeoJIlS1Ql60wjzph67Gg2apI1a/ZasOt23ewsHBHtPxYSFIo5CWw3L+j+2ieWdeBezTv28eeNR/UWq0uD4rF5pTWRawa9Xrd4vTwQSJvqVJrweHyg1y2Rq0sopmMbonKkDCcz7F4QEdvbx+cDocR+VKblU6epknajAv91tYWNre2RUBytx04nivTpDwmW2OxMfLQyKj0VmXbL/E56FwCQlhmJN8RIf7YwXlM3mTqtFavinjvrTtLmJ4cx8HZGUkPZclBAAAgAElEQVRXiVOmqNAVVvwZGx04ope83x3nTdTc+AEFKNUqOHHsmIh/ftohLFdYNVwU6Qd22hgYGJBdGciw0caNYqMhux2BHkXSP3TgiiUWYhSRyeZRoSi0SZWFnhpyPs9pHD9xGu+/+xaWV9Zw6tSJT3t63e/d5wiwu0cuX0QsvoPFhUXRFttJZkSASDVZDG021YKWYpFCA6fLh0IujaYOXLx2E77CH+HUzBguz0xgYWkDfq8Ziqai3qC0TRVWRxNmi8aefWJvCA7TIQz0+DA33o9KNoxGvSK6luTaqRY7zhw/DvM9IMT3ean74uNsccguOmxRtbq2htXlFSytrQuNgBX3bodd+pbG0zncvLMiYr1DAwPSCi/g94m8Eh9mw2ayuMwEk9UCs80Ou8UGh8UqVbx83smXZgGUnfev2cJ//tM/w1s/+iG0ShUeVYdmcyBsdiNe1dFvV6X4xN60g5Saf/d//1u8/vproglKIWajkEyRzI/P5+/a54cwm7oO3EMY1D3fJR+6SgXFYgmU8aBxHR4Zgd/jRji8Ic3iyRejXASRLYuliYZGYvAgdrbDsigaHRaMFBjPn8hapVqBz+sTdMNqsQo/RZAQDdgIh+UzqmpEwQ/rmntDIQyPDCMajQl3I9ATkIWc52ExW4UTZwj9Gs2pH9Z5PAr7ZdFKrpiXNmdXr9+SvrbHjxyUFJUgb0RGFLLDFSgaHac2Ciem3ZBv6KTCqWZfqjTgdYYw1j/6QJfv9/lx/PhRBHr8iEQislhI6ptOYhsBpDB0k3Im7NxhNsPuc8HvdULrD6FSrUqDe2pY8fNE4uZv3sAXnn0ahw8fx835W6Jf5/X5Hug8u1/+5BGgs5/LF5BKp5FIJHHj5m3cur3QLpSiv6Wx4gRg1ajFDpvdiYOzk3j12WP4N//X/4Gb128gZG9iJHoJY9uzOHvmJRQbGuKbEXg9XmjNJurVIpp1D2w2agw2oekm2b/T5cHseB8a5R3kcykJLBncscpy9sgRjAx9PgsXqCKwtbklorxXKIC9voFiqSKV+MxIMLDZju1gY3MbbpcDLzx3DgdnDyDIbIRJlWe81WxIoRl7HhvqARr0FgM2g55A4fR6k5qPBo2C0kIsSitWirh9ZwEtqOgdHxOkXNUh64nHpMLa0wOYbMjHMqi26qgWlqXDytDgMPr6e2GxqCiXq8JPnJ6extDQ8CdPsO5f73sEug7cfQ/Z/voCjSojJiIcekuTxa7R0kGSeaZUgdXlQXYnLs6bg10TWi0DjVMBW48PFtMkopF1Qy/MbBZOWScNyXQcyciM/Oj40WAyl0UeBpE9RbUgFOoRTtrDGhU6nkePHJVUAJuyW0wmjIyOCgrIv3VRN2Pk6RCRE0P09OqN24K4PXn2pNy3BnNP3FQFJl1FS+NtbPPgpE6AfDNVUDkCcnabVeZLqVzBuScO3dV4M3Zy//8nkjpoG4DdagN77tabTTlei0iqZiCAnMcdhJc6g5SzoX/HueiwWzE7MwGnzYr5hSVotRZS0TW8e8mOp156AqliDhcvXsGLLz0vFYv3f4bdb/xdI0DnLJNmW7YUItsx3Jy/g4XFRVRqbKCuoKUZkK3Jaodq84ik0De+/gKOTo9ShUZaof2L3/g2GpU03g324a8uXUWx6cXLL7yEv/zr16UdHgtdGk0dJotDhMdtcKEJE0IeO47ODsOGIrLpbUGQyK0ikd9qsePwzAFj7goGyPN4tDfaaFaRr4e3cO36TVy8dEkKFqxmi7QSHHJ7UG3Usby+hViCXOcMDs1M4OtfeUV6W4u8CnvDagyKSHkx+M+UWqHdJg2Glb2CuTPrwv/EtussZZLBI1rPTAdFflk5SlvL6mIT2IlHRU1VkMrn5bOayYwm092aLsVS7LrBzzPbw30Q4R8ZGcbY2IMFgo/2XX04Z9/txPBwxnXP9soKJKJlklbUNKRzRVTY1LlYgqNQgl3XpUddLLEjfQHJSTLSZjxFXSQY3B6vVDEx2pMH+SNnz8eZn6fTRieBP7Uqo2xF5ByCwR6pFhXS+0e+t5sv6aT19/dLc2q23+KP3W4XR3Q3j/Mo74sGPxLZxrWbt7G8uobTJw4jFAyII8frMsxyu0eaSIjogpiIA9U24vwQx5rGe2tjE9PTk5g9sDsFApxXdodDDHu1UpFAgnPpw7nYXnh5iu05J5ldIoWSKudcdYKdRUrFMps/IJdOwuxuYWp2DKvLMdjNJoRC3e4MD2Mes9NJPJESBOjipcuCCLH4hC2sBDm1OmCye2Bl1xPVDJfDgcP1Koau3ULh/EX0nZ2D5rXg3TfP41rFguVCE7lbt3H41CkcPXMSmVRKgg067BIgsoDBbBNZo6Nz4/A7NCRjG1CgGdxe1YRkMoXR0TGcOXVCHH1J/T+Mi9+FfXYClF+0K15zqUJh9C3hj/307Qv4k//8Xbz3/iVJJXvdTnhcDilE2I6nsLoRQTKVQaVcxMEDE/jlL7+KvoE+aWFIB1DQ9bZUkIynoO1E3owqcT5TfM47ztvd320ZFzrGdP4+eP8C8rks2A7L4EO3ubJEwmUFodqByATIPeB1GlSemmj88Th05l784ot4/oXnuzb7F02AT/l+F4H7lAO3H75Gkne5XBaDx1WP6Y1SrQGnAoxXavADaJULaPaHkHQ4pR/h+Pi4gXRI2kxHs14VJ27mwEFEtreQ3tmRfpgGCkd4xkiNdFA5GmyiI06nW6oEyVViNdlAX0g0iB7muLC6qrv9/AgUC0WRZSDydvP2AkJ+D3p8PqlII77FYhTOj84CR2eKP+I8tR0mOk1scN1oNbGyuoqDM7M4cfzozzn0P3/0e3+HvMbBwQFRx7+9sCBuJZE/IgVk6AgYx90RDZD5yX+Qn8dCB847RdA4VsZCt6CuNZD4yRU8dy6P4sgg5le2RMJkbnba4HXe+6l1P/kxI9BxOtjRIxZPiHbbhQvvCHG+RbFdixMwsUG6XZwtOgSZZAK5fBbLV4uoFAv4QFWQrLcQvXIek7/ydYQOnsTi+9fgD/Sj1NTxox/9EL/7B3+Ab/36ryKdygo6ROS32gC8gX6MjozBYaphJxpDq1GHSs3Hlo5aqybFNlOTo4LIfczpfyZvdcbsZw/eCYz5fO0k04hF48jniognGZDkBREvlQpYC0elwlRpNqQClC2pmM5MZfOIxFPCLyuXyFuG2O6JkUF87UuvoCcQkMIfedZVctk0tETnkUW9dOg0eZZNFrNIB1GBQLQgJe1tVH4TkVMoHyXPZFMcZYfDJUia8FXF9vMxVFigLnQM4c0aaj/iEDINS3Sf64TQMTQdoVAIx0+e6GZLfnZS7MK/uw7cLgziZ7ELGopyqSKVhTw+ybzZfBmKBoxCg18YDgDb1JdqKryeAKLJhPQMZdsrRmUG5qGLfIPVasfo6ARcLh8yqSQqdPyaDehNFgzo0u+ODysrxkK9lA1RUSzkJNWmmM0C9w8PNBHq7SIgezUfaJQL+TwWl9dwbX4Rm5EoSHgOBXrEWWvUG6KdJWkR3my54byLBqoqDp2iwMyehyYzipUq4tEo5uZm8dSTT0lXhYdxLb19vShXq6BmFTltnEtcILgJEiDOmzE7Pzy+wdljJS2jeon6FRW+lo6B91dhnajh5vQcri2sY2s7gdMnDsnC8eH3u6/udwS4UBPd34xsizTIlUsXcfvObWiqA2YbBcFtzHGLncimk8ikdqA1qvB5XRjs9yI9HsRPqdNotkCt1OC8uopnXvwm4lsx6JoKX/8k0oUSXv/+6/jSV78C3W84D4MmOvU6FJMVej2DVIaddJvCjxRHxKQim04jGAxhesrQH7zfa3tYn+84atw/iwCKpZJUSi8uriAcSQqFIJPaljHVVQt0qxnJXB5aswVTqwGvyQKHSYGHlBW7DdFkDsUi+cg11Ks1A4E0q1L53xvw4tWXvyj9qMkT7fBXFc0IzgRhI1RtUNsEleN5MWiSjAmdNZFion3XoNKjU0QRUp4vh9OD3r5+3LzeRKPZkPGn48ZNOmaTv6ow8DKqxEm/UFggxf2LBpCxXjz5xJM4ffq08cXu/3d1BLoO3K4O597tjMKVlUpZeAd0tHK5gqTLyFHY0jVsyiKtiRF0Wq0IuezIJzzSboaSC9R946IpYAcgfU5JIA/0eOH1uMVgsAl1rVI2OjOwdZLDAbfbQ5kmKd+3WhSkM1mpevV7vQhvbYnbyIbn3e3hjQCdd/aGpfO2sLKGa4ubyKTzqNcqcDuZdvIb5GUK8gqCRRFUg5hMgrLC9AmtbZt3Rh2vSiENPZnC0ZMncPLcWaMq7SFdAg38xPiYnMOt+Xlx4MixlJSqOG9tX/Mjx6c7R1kJOqh8TYTBqqqoWk14TTGhsB6HOzSEF555AleuzOMHP3kPc9NjODg7JXpzH9lV9+U9jgCdBqb04okdrK+tYeH2LTQ1E0wOD5h8a1TKIGqUz2agKk2MDvXh0IHT6O/vE/0vTQQk6RAI/VIEwQMDR9DMfRvf/dM/hoVz0W7Gm+ffRu/gIE6dOolEfMewSe2Kd85Tokqcv9yIRrGIJV/I4+DBg1LEdI+Xsycfo+NJCY/5+VsSUIVjMbD9IJQmmnYT3L4AzKNBTIwEpE2VtdGCI7yD5PomYoUqihqQ1s1IlAuoJTNg4YGuNcUpMovWpoJSuQSXw4aXX3xBqCWsCiYvjRB2q81F48WKM0kbrxkyULT15MPJ9rfiI1b7GpX9FEvmDWCATzrFxOSUoNmk17hdlIr6UH5Ijtl+LvlMC42uvaDwvhFxP3bsKL717W+jx898UHfb7RHoOnC7PaJ7tD8+UCSjkpfA6lMiGlyQG5qOtPGYyYLotFvQ73bAYTWJ9tbSUlqcOFYE8QGXBV4+b0DteoNwuglelx1et8G5YOrCYXeiUm8ik81K6nRqfESiwXpdR6OpIV+gvhwQ3oxI03o2Ru9uuz8CgroVS8hlM1hY3cL8WgwD1Tpm9TreoLBp0Ce9YJleZ0cEMlXIe1F1E1SLxUh9SLcETdA5Eo0jySi0agu/9NwzmDh6WDol7P6Zf7hHw8YrmJqckH6qd+7cQblSEsK0kTJlXpehfnuVMVYGSe8QoZNIv71AbSpmhC0WaIqGyWQafrcDL3/xHK7eWsRGfAeZbAEHpscwPDgg/TU/ipB8eEbdVz87Ao1mE9vbUSlikrl2+xZypQpMzqBoMjLtVy0X4XRYcOLwJI7MzaK3Nyhzh8Ele5wqdBZ0Q5pCE26VhkY1hyefehYXzr+FndgW/MGQoFIUf2XFOX8y2YzYIEFxFKI7ijgenA0mh0O4byxmopjzftn4XK6ub+Gt8+/g1vxNJPN57GwnUUQFE9NjsLZUNFNFNMN59NVaON5qYkRvIdRqopddUVhwoOrYbtXwv9YbeB8avHpTgi06QhRSYTcS8g4dNgte+sIzGBsbkz6yRNTIZeXz3tHrpDfFFKpgZYKqtTU9OWB0BOVPBpwm64C8NJwzSpOwIpjP34EDB9E/OIJ0Mg7NwSpxtV3danDoeBw+j7x+BmHcCAywQ8uZM2fw27/92zhx4vh+uU2fu/PoOnCP4C2lgaQDR+eN/S4pqEmJkA7JVJ5PchB0HT63CxYT0GjU4HK7JaqKxWLSkJxq+CSqcuvwo/haSONUBGjUkU3EYPMH0CqVJaKkAnpfXx/i8R2pfLV5dfQHXUgnWtDrEIOyEd6Ew9FuSP8Iju9+PuVcPi8N4ZfDUdxcjeJIs4Ezeh3vtDRUQY4Y+UgGmiXgG+W0aP9bGhpg5bAmiCoNvtf//7P3nkGSZVfV6Lrpva8s76u9mTbTZpxmRjMaeff4gJAen6T4EPD4occDRTwiIIIgAveCPwS8gPg+EAEIIYx4CAkkJM3IjMbbNtPTrrpMl8vKrDSV3tx7M1+sfTN7ekajdtXVXdV9b0R1Zqe5ee4+556zz95rrxVAYnZOUiyPvv9RjA6N3fJL7+vrQSDox+TkpPD96VpTHDnhY277b0wBc5Fh2od/suloF15wkbdy90+h83QWb569gEMH9mD/ri2IRsl1qGJyclaoVcbGRiXq0cFz3vKL3UQ/yGrTpcUl0VOmJNbcwjxg86BQrkCtlhEJenBg527s3LEVQX9AChlEe7nekMWcqzpVNYTLjQNRsnUtSbPGeofw2Ps/hq/8zZ+LWoDD4cTS0hK+9rV/wWc/+zmhLmJ2QSol25EcSvYxCkddzURiCY8/9hj6+24vcS+jTJ0NwWq+iK9/85s4cew1ZKp1HK6r+D/1JtwtGxJvLMAFK3qsiqRHnQrgaaqwMbooUmAQW63oTfxY07HQ1GE3IJ/ia1HPutGoCUVUKBjAA0fuxZZtW2XuFudL8KMGCbdiVBaIo0WCbO6BJF3aTpXK53UmQC2w2liQQLUVAybDlKvWVGC18X7ThWS5v38AW7ftwolaQ6LerF2lvJmN9yE9N/6AYkRJ+X/+DQ4N4f1PPIFPfvKTIH0Ij8tttYlugw3fVNOB2/Bd9JMNNETqjfQYVRBI3subr3NDsQKJfD/UEw0F/CKHRH1LVovZHQ4hgMyk04hFo7L4icPWBrNf+jWLAluhiGhVRa3LjuTiMvLZFOLxmPDMFW15dI24EBmwwwIijh2oZyNQajXkVpaxsLAELpjmYnnJomt+QtoEMrBPzszjjclFHGw2caCl4keahtetDnjdHlSqjH7ocDhsRnGLsck2JmkuqBYjmuH3+6WauFVv4ANHH8Hg0Mia23ejJ/B5vdh3zz50dcVwcXZOcJoKQfJsq6hDtASnZ7Hb4JZquPZFtYsxGKHgOOP4LpYqyFWq+M7TryKZSuLo+0cxFBzB/JlpYZonp6B5XNkCjLJPT09LmpIwitnpC6iqLWTLZehqFfcfuAdHDt8Dr8cr0mzVek36iX1Fn5sBI67t7BdipGQjIf8Q3N5EIbOMfQf249VXDuLUsRcQiUaF9PXM6Tfx5Pe+h0996lPipHNzSniIVUBchhNAzeZ7Dx7E/fffd+WLWOO7EuVtbyCILyOfGel1PCQXb6u9dJw3/hTJ0nvjETyZXsXFfAn3tTREfD4kHW6c9rhQYJq/1UIJLbj1JsItC2ytJqyVhiiOpNHCiaaO6RbgbTXhJiWHrqHWqAtsgEo6u7ZvxYF9e9DT0y0Ywbb7JLYXmzMn0u4DWQsYLZM3FNmk8bmxYTfuH2ZaqL4jGyI62FJMxCfkj9NRq1YQjfdhfOt2pDI5ybgQamEhMxzXB6tNotp05khdQhsxZfrZz34Gjzz88KWIHO1zua3W2DXm1y+zgOnAXWaMzfCU2ARiHrhzYiSuUDSqUBny5m0pNyNaUlFISgXiFISzjbs0XRfJK5fDAY/XZ1yuhNeJcpV51piACTxuNaXC1dvdBbVeRyazArLl2+0uWGt1hLc5Eep1olKyoFEFLHYdlqAKpzeGkFpDIpkUIlkTD3fzRhUB5YlECq+eeFNEqQNuF55SrHjDZofXaUfLZkO1XMLi0gpGR/plgmUqlZO5pDmYPWkpYMSDKQ5iXHbs3IloJHzzGnmDZ+I6M9A/gK5YFy5evIjp6RnhnfJ63O0IAtkprPB5PVKxyvEvm5b2xoXj1elyIVer49gPX4D/7DRqDjumk9NwTASh2wKgMkWsKwIPqS7M410twJT6hQsXBGZhszuQSiYxt7CElVwFsWgI9x08hD27doiXVq7UZKPICGmr7UwzhUfMFX0ujrWmpNgMnsGmpQmLYkW5XILDXcKjjz2BM6eOoVjIw+MLSr+88MJz2Lt3D7Zs2SqYXjoJjORx7uI43rNrN47cdxQej+dd27/WF/kbdDY4Hi/OLeH0hYtSJa2rGlLpLNxOG3qifgwP9qK3dwAen1d0mrPZDGxWctPV4KjX8V9uJ16qayi1NGTtxIcR3E+z0Mni/cgUp6HlTNvxNXuzBb/WgFavY1XVBGccDQXR0x3HxNgwRoeHhZORkBVx3tpa0Dwv92aCQ+MTiY7R/m+lVZWW1Sj8kW++lXEx5oa2EkvbYRUJM50427J44oNDo3jzzHmpSlWDUVSKGcFM83PVhi7wh0AwhPc98Sj++//+89J/a+0H8/vXZgHTgbs2O22YTzHaxupCHquFomDfqCDDdBgBqFzIiImggDAJVOm8McRtFAUpsDtd6O7pQUdZgRE8IuEUAQpTN1XIg0BJppLFytgaFufmxDXs6u6CAwq6rApyNQtSswoaqwqa1EdXmrAH8rCEvQhF4oKVYxSOcirkATKPtVuAoPI33jyLdDIBt92G/2hpgMcPt8UiqhQWpxUWmx3JXAk19SKG+roklc1oLCdqTtt1VZNUenc8jnh3fMNFSDlWtm7dKgvaiZMnZbEvFirIF0uoq4wuNuF0+wSjU9er7eiDBbx2bmGqZ6fwoK6h223Hf8KK069qcORXEHN3I5dPieD37t17zIjAuwxHDpELU1MSPSdjRKNWw9kzZ7CQzGFiYgIffv8jiIRCUvFOR4+OA9NzxF6RoZ/jSydptDwnG4UCK2xocZx2InH8rNWOQnYFEyMDeOA978V3v/V1ONweKTZZXk7imWefw56998gGtabVpY9ZtDIyPCwbDr9vfRzwjvNG/N5zL72OQrGKYCQkjiuhKM+9+Dr+8f/7T+i1Inq6/OgbGMMD9x3C8sIUzp06jcGREeHETC6vwO50YAZNeHUVMUn928TLagtagSQedMO0pi7kt1qjDrQ0WB0OhGJh9MTjGBzoE+eNKhXUfCUukVFJSYBa6FsZGMMO/Q4dKs7fLeGBa0p0TBxGTum64UCyCMSILhrROsHKkqKHnSaRUzrL7LsW1HoNpcKqVPoODA6D0BiHwwtnwA69XJTNoi/oxv6DY3jvIw/hQ0+8F5Ho7d8MvsvQvmNfMh24TdS1DI/X6jWp9KxUqyDuwmGzoisagctFJ0luX+HxYUpJwukWTq7cCQNVpSxRMS7enKyIm+PiTmJVlrsTa2FTFPgcDqkc428lp5ah1htSAOHzBVDP5WRnV0naILgUwScR42JBLasDjQyc4ShCoTAymTTSmcxtx6psoi6+YlPZV5S4clipG6lCs1jg03RYnMbumxQvdodLqF6yhRxqMwvYsXUEZHBv6prwOTE9NjY6iu6e7g3pxHBcEg9FBRA6B6dOn0OpqsrGw+V0CcXJ3OIyqK9KYFWtVJRK6Zqmwe/UcK/VioDDge/AjiV/ABPhIMJNK+xqGpViFv/6r8+JA3LkyJEr2vpufHMlncaFC9NS3e73B3D29CmcPHMeB/bvw4fe94hsxETTlkoaVgM4T2/AiFix2IBRfit0Ury2hNkPirUdiRNMlyIbSTp2LMAq5FJ4//seQ3LxImZnphCKh3DkyAje++ij2LfvHimimJmelvR/JBrB4cNHEQ4FZe5aj5Qcz0kH6bmXj0sh1vaJGKZmZvDcGyfR2x1BLrOKUjEn0INMPo8Ls0nhunPadIxNjGE5lcJATxypZAqZXBZ+rw9cYKlUYOSVjQwJ7+MmdasbDRBTFgr4EA33CEdiPN6FoN8Ll9sjFbe8H+hkVUmMJwU8JOJlAYGhpCBtFjUMGH3CYFqb842KJ3TYpBiY2DimPW02431jRy/RTZ5J0sJcE1pG3ymM2us60itL6O0bwXvuP4JXnE6Ua4y66ggFtmDb2BC2jA9i985torRwN94zt/uaTQfudvfAdfw+sW+aqkFTdaQzWcEFdXfFBJjNlBJ3wrzJO7s8OTVvRCkLV+F3eDDY0w+qMXQOMmzT0ePujrtqRu8IIJ6bmxMtVHIZxbq6wAldUxsoqCqKLQvsehOkEek4ii2mRwDUy1WUHGW4vX44ikWpGKOKAnES5nFjFmC/cGFZWcmgUi5gsL8XUzNzsDZZkEBeNK/47oyi2mwOg8RWsaBWLaFab8HrcUJtNFEtViRdOjo8suGcNy5ULMzJZnO4eHFORLsXlpIoUvcxEEYgEERvdxeCoQCGAUQ9HgTsLqRqGZyemUV2ZRVaXcekL4DJSBjFWBeGvRao5QIuXDiPfD6HWrUhmrrf+ta3JMoXppajeVyywPTUlOBjvV6PpFBfePk1HLz3XiGKpdNB541zBZ0RTjXsM6PqkTEhY9aRLACBHHQGNKa5CXC3iDNgDFLWNbRkjFIyzWG14sMf+QgSiwvYvWc3jh65D9u2b23jzBTYWdloUTA4OIDueOxSW9frybnz0+Dm2OG04S/++hvgGGxx46RoCHh92L91EOnVolSAs7I/vbKIyfNzKOQXEBoO4MOPflRSnU/+4IdCrE58IAsDbA5DPo6BLqfTLpGqWCSE/v4exLsicNodbSePOEGDLqfaZhngtTLFarUaji9hMkwt0/Z0yFxuFxwOu1R0c263cZPncBjOWtuhI56UQvVMRct8oqpyv3EjSFohYhONYgajsEH6lqldrYb0yhzi8R787McfFyfeYbciGAhgoL8XlGc0j9tnAdOBu322v65fluib7H40pLNZwTP093bLjSrAVClCaIMY5IGTqDAzwmLhZKoi4o++zXljA+iA8Y8TASsYeXAC9/l8CIZCWFlZkcmCr3vcbvl+Q6UoMvEbOjRyjXFS5yE4uqZU/DkdMUQiUZDgs1wqrbtKg9GAO+vfUqki1b7LqSRyqwUcP3EC8zPnceToUfT0xJFYTgmfH9MvFA7n/p5pLWKXXCDWzQWvPyQVZewjl8eD/fcekEKAjWQp4jpX83msrKSRzWTANFqxVJaFPuD3I+D1wGlpoVoooN9hxXaXE838KqqrJVStTezYsQv+PRapmKwT09mow7d8Hsets8gk6xgP7UG8pwdzsxflnmDF67lz53H0qBmF64wDbtjOT06KY0/H6rXXX8fQ0DA++eEPColrucyIJ+cLTi6KRO/prPF/dDgkA9cuJlEUO/SmBhtxV6SkaBkqAJ3NHr0/AdcrgKar2DIxjs985r+jr7en0xx59Pt8UogTDPoRjVJ763cAACAASURBVETktY5j8bYP3qT/cIN8+uwZiUK+OTmN5dWibI5Jq0Gam3wmLRXTXfEYeqNeGbN6yYpHDu/E9+fqcP5fK7hw6od4r/I5/Lf/7RNYXJzH/MIyqqoOp8MpUnChYBCRcBihkF/SoizSIKcjud3oJLOwgPO5QGEsVoHAsKrcYlUEIuNzewTfbGBYnWIXX8AnNE+UF+S8TWfOZrdJtP7dTENnkAVR/Gs06mDfUiqNjh2dQ27aO44hI3xut0fWBm7CvV433B6vrDvrEQV9t/aar/10C5gO3E+3zYZ6h4sc/3KreSku6O2Jy42lcQclu9828KTdapnoONUqBi+PYreCN/q1HMZN60Y0EhWy2FKpBBYjcNLgeTlZs+KPKdc6o0OqbkQGRS+1JaziXJC7uyJSyZTJZE0H7loM3/4MVTWoqnBhagbJ5RSqDRVN2LGykpTJf3hkBN5ICQuJZaEW0Oo1cdDp5DO6YbNYYXfaQKyQ1002+wI0vYW+/iHEY/HraMn6f5RRt0RiGQuLTJsmJQJXrlTeqqyGgnQ6LVghRpJL8zZMORxQvV7YgkGE4nHE/CHoakWiONOTk0ByCSG1gnTcB3esBw8+cAShUBB//ddfMqTndB0LpMWA6cCxhynH99RTT4pQ/fDQKM6fPydQiw9+8IPiSBSKJSNi2y6G6cwtBp6KkSGrwUOG9nPBZjF3SuK2tgyabC4UcSw4f3Cscp4JsA8jEXEEiT1joVTnYBFWNBp5W7R4PZ0GraHi9ZMn8PrTz+IzHh+GPB7U6hpmVBXfgoKK1YKlxYSkKtGoYObCabjHtmNfXwB94T4c/4/nsPLaPPY+/GHEt/bBahvC6MioUK7R2bVaiQek4HsdlXIZmloXZ422oHNktVnFQXbbWOnKKk/ex3T8fBJdI7cmN9VCFWS1ynwcDAYvSYkZ2LaO9X76I51wbtL51zkYfeP6wlWEDhyL3xxOR/s5CyAMxZSO2kPne+bj7bXAW3fL7W2H+etXsABv+lqtIbI2q6t5dEWjIPUCcSQ8BOMgZF/tqqMWw3FGNI673lpDA0XnuQu8noO7MKau+EhwOScaHryZ+Ztulx1ut0OqqQherjUaYNSIZfd6ISuTcSQSR2F1BeVy2WTEv4rxmc6gssXk5BSmZ+dQLJalc1tWF5weH3p7+rCUmMP8yy9i92AfZuJRJLMF2LS6qDA4XB6hAmD/eH1+9Mb8QCMruBZWaA4NDEg66yrNuCVvE1S9uLSEyQsXRGeTC1qBhTPVqtChcOHmmGMqiNFDScVZFTRtNgPw7nbDabVKdJjpn+eefwFnTh6HXq3A4XYh5AnAofrQqjbxgx89iYCP4PuKLJLEeDJaYR7ciOn47ne/ixdfeAF79h1AOpsBqUOeeOL9gqtNLCdkKjGcA2NOoRNlTC+GZJMFFiFStko1JVNxTaOAgXQU5A0T5Q+DALaltcThcPl8l6L8sQgrg40IMucYzlmdQxw22TO+xbnWee9mP9JhefDoIUyfn8TTb5zGB0Ih7A/4EFd1/DtF4CNBdPe4BUOZXF7GyPAIAvEovntyAWMTe9H45zjO1JYxvXMWPdv6UKvWpDK0A01Wmb5sNCSNaRNnjcVHNiPlabfLmKQzzD8Wf1Exh5HHUDgs49zn98LpcEikveNQXW6D9pR/6SVxtN/54qV33/6k87vy6mXLhMVu9MVlXfL2L5r/u60WMB2422r+a/txhvYLRaaYMvD5vLI7ZgqTRyct0VQMqgiZYiWdauyGiW3jIkiyzes9/H6D+DedMTT8mDox0rJGFI67Nr7G3SJ5x4jtIF8RCVWpDpHLpARL4o6EsJxcwciwSyan623H3fB5Rt0Sy0mcPTeJixfn0WBxAnfsig3xeDcO7d8FW3Mfvvy3f4Xp0y/Dle5G19g+VLQmiqsFcmzA7vCAqPGAx4/uiBcWtShpGU1tghXE0XDwtpuS6aIFOm7nL2BhcRFVpo6aTFE1JCUVDgWwZWJU6EQ4nui4Mc1E51YwOowCCf2CbqSarCQca0oUj5q83ni3XKNK8LaqobKSR3JuWSIYXq8XoVBI0s6Dg4O33RYboQEvPP88vvmNb4hTwapT0v/cf99RsRMLSRTSXbQIkzBwbtQ+JcCdR7PFSI1RhcrPMXwjzrY4baQmIjyjiZZigc1hRJ9YTUrHnLhYipzTOWGqlNEgnotOx08cl8NDfuLNm/eC1W7H3l278NGPfgjfjoTwOydOwTa/hIDDjhQrO9MrSFNeaqAPH/rIR7Brxw7U6zX81w+fR9dwH4ZGtyJ5MoHpxRnsrx6QDa+uqzJn0qll9IoYY5vTIdG1zsaY3Jx8zoMbi3AoLJg/FjQ4nZwz33Jojasl9thwpq909esZrbzS75rv3ToLmA7crbP1Df0Sw9pMRy4lloUJOxKmziVJe3k6YyfMG5WVpgSpdg6G7Ilp4PdZddqZIDrvX+uj0+mQVGo2l0GtWn/b1/hrhC4zYyKVZ4qhkRrweSRFwDL01PIihobj0BQFK5ksWHRhTixvM6NELOfnF3Dy1JuYX1iC3lJgtbtJroeGDlSzaVhffgUunxv3HLwH3164gItTyxhXZrDn8CGk0qvCP4VmHS5HCL1dAThQRr1GeTMD4xjvir0tsvH2Ftz8/3EhZ3SHpMLlelWiEemVtFARzM0toF6vCscUo8jFcgWFYhE9sSgO7NsLjnE6deQ75FjnGKbzRkocUiZw6WLBBnmv2uArOJwucXg5tvi+xuq9ekM+TMA38UWM8PFcPcM9wjl38696c53x9ddew5e//GWJ7BPb9PLLL+LhRx7F2OgYMhlyfTUE/yZ5NbE04RFGZSNDcBbFANJT5YOBHqbvFbL0c1YQMXoFVp0SbhaJMrFvgvGgOIcsjIpForIhFZ1TSc+uf5TtSj1EXB4LW0YHB/GxB+/Hwa1bcHpqFplsGt2qJtXcff192L5tAr09veJwckP9+IOHkMi34HZG4NHcWLi4gFwmC4fLKQ4pC4s4KJlCZdqZczN/SyKNLAhpNoVQ3Rvwo7e3F8NDg8LXeXkk8krtNt+7ey1gOnAbuO/pgNHpWVhaRj5fQjxmVM1xYeRE0Dk4MRrhcmZOSRppEZwFFytOCMRQrOUgRUkwEITaSIvG4aVzdcJ9nRe4A+84ke2IIEkpnbMJRGNhLOsWqGoSXdFwm/ak88W791EiUvOLeOONk5iamQesxL/YUK9SOoe6sy2sVq34XrqFpt0Ob18/BrYdwLkTx5DIr2IwX8CeXdulooy4RIfDDYteQqVWlbQLyZ6pukCdyvU86g0VlXpdqhjTuVXhbUutpFAoV1EtltGoVqA3VNiZTrNYUdd1qXJu1BtS9cyxvX/fbkmzMwXPodUZSgbo3YIWIzRtQlfuGvgZOngOp1XGeGKpIRgrAcjLxRrOHJ/yXATWM1q8e/dukJbibj5OnzmDv/zbryKxvIJwwINMNo+Jrduxf99B5PN54dyjbWWz2MY/MR1KfCWxWkzhicPW2TMauzlYiHmTbV07GsfqSRZIud3iuPX19YneKR0fRtwuHdeY6rv0+Zv8pJNuZOoyGolJhDgeDqH30EGh8eBg4ya489dQG7A2reKgEs4y4HGjf2AIxxU7luYWcGHqAg4dOiTOMb1b4tY6Cg5sOtPNnapQRiRjXXFMbBlHd3fcrNi/yX17J5/OdOA2YO9yMiFhbzKdwXIqg1KxDLvNIulJOmV02KS+tM1+zsWJ8yf/iC1S6xXZ0fUPDEi59824RKaf2K5UakUiIcIDJSduz9yX/QirUznxE8XMiaraaEJNrcLe7yVZEeYWEwgH/WBF1uWg5ctOcVc8pYOeWF7GzMw05uYX0GhaoOt1oFmBx2FDf29YFjtGQUXisNWCw+ZAV2g/Krks0qkkjp88AbfPKykpTa9Ba5TFWWH/sPqPztAwGdxtb1HH3CzjsueJbZyfX8Tk1DSWllPQ1CqUpg6fzYmIRcGwRYGrXkU1X8BSs4WTCiQ9zKgDuenINUgerL27dsLn94v+YpvztT2ijU0JR3cnuibjnONL2P5bsCpWYcU/f+60jDtGOIyNRBtWYKEaiZHu46L60EMP3dVR4FNvvokvffmfMbuYRNDtEGm8cFcf3vf4Y9D0hmDgCL2QakhRDWA0lSB2qgdoaGqGlib/z/ucn2WUk1tKRkgZfTPS3MS72dDT04OBwUEwCszNxEY8OLY6x5ZtW5DL50A7kXZDaE9Ilm1vSirf5TR0npkOZZSMdnI7gfc99jBefea/MDt3UWhwtm/fIbYJeDziwBpVnhzPJDxWhYONDuPQ8BDGx8Y3hCJKxwbm4+awgOnAbbB+EjxQpYJkZhXFbBGxhgq1RbJWh6QhOGEywiC7X4biBZfWMh4B5CoFeOxODA0MwuVfW+TtnaZhJI+TTzaXkxJ0TnmSxuKKK/EQ4xusFjReaclu/KLNCq0F9NXr2DHcj2LZidVCCaqaRcBP/Iv7rltQ2Y/JZEqkikhcmy1UYLE5EQ350NcTQywSFhoAg59PY6hJ+JoajSo83gC2bN2JdCqFYj6Pl196Ce95z3ukoo8VblxU2DflUhlenxcDAwPv7Mqb9v8TJ9/E9595BhPlGu5VgILTJbgpn15Bj6YhLBQSLeRbTWSpr8gKRKZD1YakRaORkBCBMnXFimo6as0WoQFCCy/jiDQ4cjAtxwgzofECjDc4s4jFGhweRiTaLdx3/CrpGGgH0iLQhtFoFA888AAeeujBu64iuhNdog1ffe0Y/u6r/4bJuUW4HTZxwBstGz760P2yqcrkcmjqlOmrt6P6BucbBxQ3ioy8WUn2SiWAJp0XTcaasWGD9CH7lwD8Lqp9dHUJQS0jcJvl4Kby4MEDogRx9ty5Nkcbx2UTNoW41PaV0CaKIpHEbCaNsfFteODBB3D6r8/g2Ouvi3oF7z2pMG1jBcnjKdE7mw193T0SdRseGr6rN7KbZVxsxHaaDtwG6hVOgqTsSGVWUckVMaBrKKMJDRa4mG4g5qelG9E24k10AoTbE4vNjkalDL/Hi8GhIbius+L0Ws3ASBxD/qyGzRfyUglrE5Ct4bJxV07cVYfYk6Bn7lSdigWkIyhXqrIbLVSqaNkg52lBh89rOIfX2o7N/rl0OoPUygqy2axEJImP2T4xiJHBAVkQOMmTvJegbzokwozedtZrlRIGB/sx0zuAizOTwp927NgxceIsFqa3SPCrIxQMYdfuXSBZ840eLB7IrRaFNb5ea8DttiEWDsPldkskltWjqZUMYooFKbcHi2oTTIA2LcT8WMTx1LQWsrqGtKbCojJaw5SnB33dcQwNDsDr9UFtOwJsp0TPBLjOCIc8kcgynTv5v7DQi/q2aEASq+ULBDE4sgUrqYSQjxoUDUwBtjA+Pob3P/G+u1aj0YgutfDs86/gH772H1hIpOCy26E26sjXgQeP7sfoYB8y2ZxERCU9KgVKRpGUFC6Rv5cVku2oW4tVmUxns0+s1DctyoaD0bbevl4pQiHtBQuoNtNhRG6NYoJDhw/JvnR25qJwXnIeMzYGtrfmYKFOYYRXRb6Yx+NPvB8LC4sSgeukiZmSZqSNOE5uKqKxKAb6BjA2Niq8cjyveZgWuBELmA7cjVhtnb7DalMqLFBLr4+8QxYF84oVisMJChgzrepy2mVR4mIm2ncChrUKKaSbBJHBEFjVtJ4H0yLkaGJ0ZzW3KnqVxHcQl8dF22m3yyMrKa10NCVSx2pVC3L5EppLKeRKJUS2hmFT3MhmC3A73QZH1Ho2fIOcm6L0C4sLEiGbmb0osjn79u5COBiQdAydNwHrswBBJ6bIoFYwnDmDjd1p1bBjxw5xWOhIJ5NJkUMjXx+dQjrEO3bukH660csukkh4JSNpI9IenLswizdPn0Y8EsKWLeOwtjRUSkWRXjtWKuO01Q6Hi+SuJB9k9SjVPRpSkOCyWdAdDCAU8CMcCSEUCBg8VOQU1FQJ7/D6KPItwTdZIo10E89H7Jo4Ih0BcIENSL4O9VpVKnAJvq/U6lK8Q4UKv8+F7Vu24OiRQ+jrNapTb9QWm/l77Icf/PgFfO0bTyKdXRVRchYjlKtV7N05gSMH9wqZK4tGVE1FSzcUFuhscDPArVnHkTacEKvsJdlvnJPo5bBikvZnup6Oi8A6yPCvNw1HfpMY0HB2jcYS23bk8GFJA09PTcu4ppSdUIC0iw86kUc6sYyGT4wN4Atf+AJWC3ncs28f8rk85ufnZcPDanLaJhbvEk1ZboTNw7TAWiygtDpbjrWcxfzuTbFALpfD2fNTAnz12O1o2V0iTk6wLyvwmDry+zzwuByy8+XMSrwZOZSYIqKkyluw7ZvSpKuehBM6U4DFYkkm/3qddA/EXtUlVcBFwMLKtLbEy5BiQVeziTmLFaWQByF/GHqljJDfLekWWb2v+qub+wNUAVhOJsXpyuRWsYdRMrdTGNm5INDhlaQhKylZgSl4MSPyKgsGJXGE/NOOmdlZqejcs2cvdu3aJc40dRgH+gel+pjO0I0cJNidmVvEUmpFKmOhqaLfuJhMibwVAd6aVoY/6oTbFsDszJJUk1KP1Wqzy4LvctgR8HmEdZ6LodvN91iBR8eAWrxaezPClCc1Gw2uMEZtyI/FaCLhAu0EqkQwDKdQlXQWxx7TWsxpkW7B7fZJIQXTrNFIEFQqiUbCbwfL34gxNvF3Uqk0nvzRi/j+s6/IPWqzKlC1hqTfw347fuYjT8j8IUoL9LuJLSQzi4ieG7hD4inJ7N/pCEah6OgxQkwi2e3btkvlpOcyYtjL07ab1Xyda+B1Hj9+HC+/fgzBgB/xSEQqpPk+5zVuUtLZPOxWB4YHexDv7hY7UnOYG9qVdFbGcyDgF2UHzueXO4qb1T5mu2+/BcwI3O3vg0stIBhWFm9Kt5C/zUbMBSVUbLIocqJYLZYljUG+Ne6A1YYGbxcXxxtPk11qwHU+4QTGlC8X+9V8AeVqXSY06uRRC5Wvs1qQjzW1gQCxMXYHsi4XVJcbPsUKvZRHqVTE0sKsTGqMIN3JRyKRwNLSoqSS6ewe2HcPnA67FBswkkHnhk4XHRxibdj3JGkxgOHEP5JfiwErAsqb2L9/H3bs2H4JHF4quRGNxYSGYC12ZEHCy8+/CDWVlpRmRmug0dIQ9PvQqOqoFfLwxO2Y8Z7BvYF78VDXUSylE2g0NKH0YNrW43ZJtKJFqaX26i/k0y1NnDM6XeS9YsSYkYmAPyBSbSza4OuM9HYWOgN/pYvTwMpakvLykU6cndJBVptUNgvAXH735hdtrMWet/q7lGY6dvwMnnzmFczOJdBQ6+JA1+oNZNMriPgceOw990GxWeXe5b3MMSdpb44vnclRw7EmbkuwrlQRaPPxcdO4detWbN++TdRBbvX13Yrf49ijXShNtW/fPlQbDZw+c1Y0UTk2Oa8x8iabkWYTdhsJ1+sCdSFEgN/lvDw02H8rmmv+xl1oAdOBu82dzmgVJwJWC1JSiLqWJLZkRIsiyiwD4MFdm0Vxo0EclMXOLbIUMvgDfqH4uNWXQfqHYrkkGnrZXF54yOx2h5TLu+12eCjFYvcL2Dzrc6GharC0Wkja7cLh1bKUUCjWoTStQiexmsthZmZWeJg4Od6JR6FQwCsvvwxSbvAat2/fKuoY1WpZLldSzW3gPVNWdNpIUouWEZniimosq6QlcEgKm0Bx4tE6x1opYzrn4S8VVzMYSiYw7HDgFcWCUyxWITaqpcLhccOmOlE+0cRk6CJ6j2xDf3+vQfTcYpSH0TVNNhiM5jCCwyib3+VGIBgQ2g+meRm1YUSHiyQ/d+WDnyM8wItIxBSif1dbtVqYvjiPHz77Cl56/bSklBnDZLquWCggu5LAQDyI+w7tQyDgQ6lQlBQonTWOP4utHbKlXim59jgOdepjajJHcVwODAwKFUt/X5+RWn2XhnQc73d5a1O91LkOjs979+9HpVBCIrmMvj4jJc+IMNPRJDJmdJlYTmIDaRt+xzxMC6ynBe7MlXI9LXaTzs0UWKlcQSaTkyhWtaEhs7IMv8clHFUV8oBpKmwiLGzgUBSrRSJbLpcdCgwngAz7QoR5k9p1tdNIu0tF5HKMnJVQEUHkhjgkXPQpkNxsNGBx2NBQLNCsNjgDAQSDNhRWc1jNZWGtFJG3qfAGuzA2NIr5uVnBLeVyWYmq3IkOHPGNzz7zDM6dO4doVxd27tgJr8cjNjTSosR50fqG0LekDRkJMfhixIGXxaSlSJSKGERGK6mWwaKAm30M9PXinsP34nX7CZxZyaDcUOGyWBGJdWF8fARejxezCykEVrJILKWwWsjB7aSjTvJcFq4oQl1CvBB5wGw2u9DGdPd0t+ljzMXtZvdZNpvDi6+/gedfPoGFxRSaCvU0GdG1IpNeQSmfws7xfuy7Z5c4zYZUm7ElIGhN6FfaGENxpltNWFrG2GLEk+Nt+44dGB0Zbktf3ewr2JjnYySNB6W2duzYhmq9gmRyRSLMpHeqCTchC3OVS2l+KTy6UfzCxjSD2aoNaAHTgbsNncLFnBVfLFioirqBBS6fH5FYDNVcBvZCFmG3E+kKyVzrYGTLYm3BSkF6jwt2iwZda8LnD8iieWsuoSVRwXQmIzJZtWoV5UoNLpcDoVBAHAwjzWVguDRWrNkdcNptspAnkwkszc2hqalw2eywuV1oVBpYXFwQbUE6bYyudHa8t+aabs2vkP/px8++gNePH5cfDIUiCIaCqJQrgnHjAiETPrkZJAwnOdI2z5lBGcM0DbnciDmKd8eF34/atoyQrMfBvhgfHoFaqyE3VAaFvt02m4hpd6rrJkadIj6/OHNB+AFHR0bgVIjbZOSGCpmG1iadt4G+ftB5c7tNDdKb3V+sEn3jzXP4wbOv4dTZKRQLq7DbHHB6/GhoKpbnZ+BUGnj4yF6MDA9KBJj8fTLW2o3hJoD3HnkkxaUTxQtF4A1MZ+/eswe7d+0UMt6b3f6Nfj6xi+jxGpW4yZU0nvr+03A6rNi7aztiXd2w2GxGxFm1Ghx47SrejX5tZvs2twVMB+5W9l8LqFQrSKZSSKdzUKmPZ7WDGnw9fi9cYR/eKGUxOzcDf6wXAZ9X0hbk9rLaHFK84LDoklpllIN4pPU+mApjOjeTzaBYKErVGXEwdEKloioWNVjGLwlZE69FehMGkwxHhCkFynDpdELcHiGlpfxOvVBCYbUg0Ts6DKJTab+zIjPsu6effxkvvnZM8GFDw8MYHR0BHWDakIsvOf1EEJwRDwqD8zUhQiYWjlV8Vkk7stIvEjZE3te733l+Ooq5Qh76wiIsbo9EaOhosv9t5MSyWbF1yyhOn3gZ586elUKaSCQiqVJJLbWaYIp/dHhYdC+vniK9FVd1Z/1GvVbH9374PH70wnEhhW5qdTgcLjhcXnG+kouz6Iv7cfjAfol8MrJP7CD7Ue7TtqNmbLvalb7s40ZDxibJwFkgMzI8JOPwzrLetV8Nxy45GAmBePaZ57G0vAJqxSaWU/jQB55AT88A0KTuaYsyCzKnX/vZzU+aFrgxC5gO3I3Z7Ya+xXTj0lICqXQGepMIdQu0RgNWtY6VelUwE65QDOlcEY1iEYORKKLRsCz8jMJJ5I2Vd3pTUhgGHuiGmvK2LzFBwAIKOhu1RgPVShXVWgP1Rl30JEnTwKozsrF3qgAJ0qWuqdPhkKpTg1jV4PCi0yGYGtGlNHBNBJobq4YBtqEzxwgAJ0ZGqBiBi69Bs/VtF7RB/kM70nl77fhp1Oo6AsEwJsbGQFA/o29CxixpFtrC0JTVWoZ+LdcBgvnpRMWiMfj8PrH1rbw09snE+LhQfCwuLqKpEuTuvFTp3KCKQjCA+x+8H3Nz84KHolPAyjy73Y5IJIr+vl7B6t3Kdt8tv5XLZvHN7z6N5159UyL5VqUFh5tqJ3asLC+hXFzB3m1DonJBwtl8oWiMOd547bSgQYwsYV/ZOLBIRq2rcLqc2L3rHuzdu1fS9HeLTa90nen0CqYuXECxVJJq1FK5jFyhhFKFxVs2sNiD8x6jzKyiNg/TAuttAXOUrbeF2+cnx1I6ncZKOoN6w5D1saEJr5eyLE5xbsiYFmYovn8AiaUFUPy7f6AfXrfTqHTSjJ0zHSSv13MNoO8rXxx3izIJZbKoFEvCvs4ZiEkuV7MJd7WGgqZhFUCDYtNNXRw9n9uNnq4uqfxjhO7SIc6Iwd0lVZMynZEBVIHb7TWoCViR2Aark/KElZR0FMgfRQfuTjmoYfv8y8dx5ty0AJuZbtk2MSbFBwST04GVdHGbyZ3YNxa0kICXKcie7jj6enqE0f52ppXpoG/bulVwbAvzCxKFkUha06CcaKoqDt17GA8+8CACgaBEfZxON/wBH0gdYkbd1mdE5/Or+Oq/fgPPvnYGFEu3WSxQ7AamMp2cht+p4JH792NooF+gDvVGQ0iVuWngbUmMItPvcivKbgsy9pqWJhh127dvL8ZGx2XPtT5XsPnOSn1hTbR3naipVfGBeX/4fISQ2KA1OLVZ4XV7Nt/FmS3elBYwHbhb0G2MXrECkTxvlWpdnK9gwHtJ4JgpRolaSVCqJalEKh1kcxmpbOrp7ZGJgQWpjJRRDYFl/Ndz0FkTmhIBNndA7wouzs2jsJxEH4HnVpvAYjzNJlyyQ2+h2Gyi3mxCa1LIGpK2jUWjEmURzqhLjTAIe/lfOhySohFiVlEclzb7/MG21JFRns9r5iI/OjqKwcHBdiHEpRNuyiekETg3OYvX3ziLdDYnShV2pYXRoV7R/CwVi+LWEiPGJ4poErXQaGNmSAFCdQLy+m2UQyJxY2MSYchlc7L4ixA3nXq9IUUUBLiTbZ5pXvO4+RYwcJJv4R1fePEVPP38a2hZnLAqGihClk6kUC/nMDHSj3v27ITb40ahWEFTM2ANvLnlDIKbNKqcDSkoo2qY0bcd27Zh/8GDiEYi67me1QAAIABJREFUN/8iNvkZmfmo1hsIh4JCmcQ+sVnt8PqCxuYUrES1Cf5zk1+q2fxNYgHTgVvnjmJUpZAvolDIo1ypIBwKSFqUoGEhImW6sZ3O4IpOsDqxRcQSlUtFwVlQADoYDIHpNdJEUF+Qi+q1Hkx7cuLRVB2rxYIIKUfCnHQUSZsW6w0s2h1QLcI4ZsTN2iSpnOBdTgcCTgc8bg+8Pk+biNUglqVkgJEuZWuMFULgb23BQL7L37fZnQhH40inuXBogpPiRDg6OiSptmu9lo38uYWlZRw7eQZTs0tQJSXdgMOqY3i4D9FwyOB6E3oGQ6vUIKklt1lT0lT9/QPo6+uV9ONGu06Ot7GRYZyr17GazwubvwjSA0IZwgq92xkp3Gj2utntudy2JOd95fXjqNVVOBxWlIusikzA61DwwKG9mBgfE9qeQrFslDEbpcyCeeMcI1FRMsIQX2lrCdULQQ97D+zFfYcPw32dm8Obfa0b9XyqqqFQLIrdyKfH+5eFZKFQFIrSFMfN6XKZ9CEbtQPvwHZduxdwB178rbgkVnvReSuVKuKE0YEjXoyOHQ8j62hErPh/+nKMTPn9XlnMCWDv6e0Tgk1yMYUjketa4DnpZFbzyOXpuDVQq1SRL5aQSqZhc3ACt8AT8KFQrcOqk2DVIhEVh8spExFJZu02qziMxMvQ6WxxspIoG8G6bcb8y6ohib/vsOzTOdWbGhRdQTjkh8flhM1uRcDvFVD1ncCVRGD4iTfP4eSps8gXylKYUq+WEfDYMDwwIGSejMzRmTUWT1k9obWacDicGBoebGuCem/FkLzx37BYwNTwK6+9jkg4BFadsv2M7F7ag9z42c1v/hQLMP25ks5jaSWLxWQO+dVVrGRWUa+V5S+XSaEvHsVD9x8WEudKudqGQzQNAmjZYnX2V6w0JbGykUIlzpVvs8qUslEd5+2dEb+f0rQ7/uWOHTgnJ5aTKJerQu1TrTZkTvb6w3ARKqBXJINBKh2/d/2Ly+54w5sXeE0WMB24azLTjX2IVYbZXFYqN1mx6fX5hPSRDs5bO2orrFamUA3nrZN6JH/TyOioROIIiCXQn97e9YJjc/k8lqdn4Kg3UGo1UbcqsFlaaFRLUg3asqro7hpEpKFD1Y3oH3+b3HKCk2lLGTGqRmeSAF3SQtDxYhGFEAwTf9PGv9FS4rTpTeGxkzRri+B3XqfhCDKac/nnb8y6G+Nb5N567uUTOD89D103JJ60ah690SB6u2OCM6LzRjF69h9tI+nyZktIi8fHxyXtuBmwYiupFM5PXkAimQbJm/v6BuByumVDQY1I87h5FuA4WVhM4sTZKZw8MwW71YlHH7oX28cGMD8PnLLbRYrNYW1h97YJ3HfkIOwOp+jrMuLN71P1QlKmigKdAC0Fglvle/IGQ+eAKHk89OADwkvYuYI75f7sXM+NPnbsUKlUMXn+AtR6Aw0SG5NBwGKF0xuElUwCFqv8+b1eKQC50d8zv2da4HosYDpw12Ot6/gsJ9GLFy8KsS2xQR6vt8351XHe2shhxmXaAt4Kme5BolaHYNyYOu04bKzqu5GDepSscNQbNfl6Q7cIl5zL54XWBFKpBEJ9Dfi9fkkNcHJnMwhw5uRFcC7lYCiNRIet43x1Jraf1iajuXe2WHOpWMJTTz+PqbmETN6synTZgKHhXgT8Pulvpq0lbcWIR5tnizYcHh3G+Nj4puJFK5XKEr2hjBvJYR1OtzDFdJzznzYWzNevzwIrqRU89fRLeOWNCyjV6lheSiAY9OOTH3pQ8G0/+MEPUC2X0NsVwchANx6477CksSlJ16QEFrGJ7Y0U+0agGdxgWRToTKdKBbgCRudHR4dx9OgRgWZcXyvvrk+vrKSwlFgSMt/UckZIt8n9FgzHZDNra7mgOjU43evHzXh3Wdy82muxgOnAXYuVrvMzjLDMXpzD8vKyEJ96PF6jwktn6pEnI1ZMnshGuHN6LuyUvGGRgpu8W5elJTufud5HYua6Bwexkk7DrjYQt9lFJ5OVr5VKA9lMFqvZPDxur9BDGAWibBsFwh0CTGd7NkOE6Hptc6Of5+67Uqtj8sIMLkzNoq5qgM5IZhDDA/2yMzd4tFjxx7SpEXljCpyanVu2bgEjb4xwbqaDot7kqGMqnU692+OF0lSNlP7mupQNa/bEcgJ/85V/w4kzc8K7B6iwoo75uSyee+k4Rof7sZTKYmnhIv6Pz35a9DkrlbJE+Rntpn+mNRmBMy6RUAahCmmL08sGjbhFVQPF1Q8eOIhYzCw8udqAWFlJi5PMLAWxhRa0EHe60NsVh9WmwK7YRRYuFAgYesVXO6H5vmmBm2AB04G7CUa8/BTEiM3NL2JhMQGHzYFwOCIpM0bkeHTiblzvjPSiUXpOnjTKEzHSZeyaLz/rjT+n4xUOhyQaRLwLiyf4GidyqihEohGkkglUKyHZhXOyZxvdLpc4n3w0D8MC+UIJS8sZtBSL4ALnEykUyHpvVTAxOoTenjg0vSlyUsKL1450sDCFTj2jmlu2TGB8bGzTOW8cvyRzrlQMQmay/HOz0WoqoKYpKWHMY20W4D35yqsn8eqJM6T8h71lBTkYtUYVarWA7z71I9x39AD27dyFf/7LP8fifYcwds8BoSdidNcIrlGr1siQGvcyi43aUblOMUOLqh5WHLr3ILZs2bK2Rt8F3+a9TPxbvaEhmyvIvcwyJKvbB7fXi0qphKn5i5gYH0JPz51DhXQXdO2mv0TTgbuJXUiG+rmFBBYXlyXCFo1GhJ/pUjRGIWkEpaWJDzO44CjmzQgdo10303G7/LIohUPtTHLQaSrBt1bZoWu6hq6uGByU6PL5JHVrt9vASiq/z7du7bm8bZvhObGMp85M4cyFi2Cl6cToMJ545AiO16roiUfQ3x0XcfVqrXapspiLKBdkGlrnQ1PH+Oi4RN82YzSzWGRF9Aoa3Ig0mwgGQuLAUSvzTihE2QjjsFar4c2zkyjk8/D4PFAbTWj1GtRGDXYbcO7MabzwL1/B/T/7M+gd3oK//+pX8H9v2S60Q+SYlKhbW5ZNio047ohdVdhlbd5Bbhx1Hfv378e+fftuSpR/I9huPdtQrdawnFjG1MxFzFxcgN3KYq4GrN6w4OFeO/YmJs+fx87t43JPrGdbzHObFrjcAqYDd7k11vDciM6kkM6uyo43HAwIQS+VDRTufNuqBHpTl+wpnTamMOhcXQ1PtoZmXfoqU15dsZhEUSSN0pbSIbaO6Ty2g1EiOnfr5Uheaswme3L67KTIFbF4T1UrmJ66gLmtI6gUi+iPhDA0NCApapLwMuhmHOTFo44pK441dHd3Y8f27ZvWtmSfZ+FCpcbxDAT8AanIC/pIZGpW3XV6fS2PjXpDip4q5SJsViNqS+3gaq0MtVpDqtLAyW98C7s/th3bP/15/Otv/iL+/st/i0996tMia0eKC9k4NA1eSQIUFTobIstmbCSUZkvu96NHj8o9v5b23i3f5Rw5MTEucmQsTBKvuKUhEO1Hf183cis6Hnv0KPbs2XG3mMS8zg1iAdOBW2NH1OsNJFcySGVyqFZYKKAjEvDC53ULzoSnvwR1aulgtR4Z67noWa2GzNQam3DNX2cFaSgYRDabFUZxOnLcjTPVQvydefykBdi/585PoVjMg+B9tV5FIpvB6ZdfRKQ7hFdfeBXBWBQOuwNVjezsBq+f4bwZ9g34/di9a5fgxn7yFzbHK5QFK1dIoaDB4XFDsTuwtJxCdPsIGLU1j7VbgPJVjHzXaxXUWHugADXK2DVquGfXDnxwfAQXXnkD/++ffR2hvZ/E0Ud+Bj/4/tekUOrDH/kYgoGg6BUzZcqvS9SNsA1mt0lPpGkYGRnGww8/LLCKtbf47jgDHbg9e3fLhjy9soKsKKk0oTQBdzOPuqUGtVyFWjcKxe4Oq5hXuREsYM68a+gFcqstLCVRKJQkekUsVMDnk5SSAIoN5og2Oa9NZJFCwdBtXfAYZVtOrUBtNNAV6xLm8EtBozXY4o79qqSfdFSKBWh1uxCjDvZ3I5vPwe3zogoPnn/2Gew/cK+knunwCY2DSGPpUk28e/ceEXPfzDbq6enB0UMHkEolRU/T67WhUS3D63Fs5svaUG1nFPzR99yHF19+GfNz81KBzg3Bwf178OEPPoFwMIgdW8bx3e89i8SrL+Pgw49jaCiE7/3nP4vG8oc//BGMjgwbRLO1Gsgf16R0XZtvcOfOnTh0+F70dHdvqOveDI0hBOWZZ57B//zSXyOWy8Cu60j19WFLdy9efOU1dA8OQ9UVfOJjH8bw0OBlu/bNcHVmGzerBay/+7u/+7ubtfG3rd2tFpIraczML6FUrgrOye20gvJYrDLkpNmpAmMbXW63LODhUOiWR93eaSNiZRLLywY3nd8naRTKWZkRuHdayvg/iz74R0oYTa1jYmwEhw7eg3BXDMlEDt29wyjls3jz1AmxJdPipFvhwhsKBXHPvr0Y6O9/95NvoldZtXzs5Am8+t3vYjWTRAMqCuUaShUVoYAXpLwxj7VboLenGz6PE/VaDaFgAAfu2YMD+/bKmCIXJLU3uyIBpDNpeLwB7Ny9G/l8ASdPvIaTJ46Jc02yb6Eucjkl+sYI0q5du/Hwe96DSDi89kbepWf4+698Bf/4lX8AEgmUVpNYjgUxMT6M+z7wQTz83p/Dkz98AYXsIsbHR+FyuY1iMSOQepdazLzs9baA6cBdp4WZliDWZGp2TtQV7BYg4CP7tqFNKtWGxJe1QewdfUhi0G73wZRpbnUVq7k8LBYb6FASgE6SYRP39tN7h6oDfp8HgYAP3fEu4cajQoXDpkjKyxOMYfriHCbPnTWKROxUm3Di4IF96Ovt/ekn3mTvnDxxAs+99BJcxE329ePwEx/C9GwalWIaQ4P9YpdNdkkbrrm8DwlzCAf96O2NIx6PiVNGHU7KlTEVStiD3+tCNBSA2xtEcrWOhgZUSkW8+vJLmJm+AH8gCMVqR6miY9eu7Xjo/qPwmU72jfe3omA5kcBrr72GotsDvacPDzv8GHR58b7P/w+E3DE8//p5aJUshod6ZUMj+OYb/0Xzm6YFrmoBM4V6VRMZHyhXaiiWK0KvQbkkMnM7bRZEQn7hwTKqvjq6poqkVDvO20aJblFChzg9knk6HC7Y7U5J01gN8rdrtMTd9zGrzYre3h4UCgWwopjVxsQv0olTdaaiIzh6/6O4MHkWq8UMll49gdHRQTz04NE7yliHDh7E1Ow8isspZFZ1OCxOcRTS2WWsruYQj/fcUdd7uy7G7nCIqgL5BjneyCNopYydZjhxFoVRYQss0KG06ti/d5fgbV2eIEKRHlhRwYuvHIOmHxMCcb/Xhg++772363LuiN8ljPC+++6TKvK5RfJ7xtGlK5jPO5FN1DDeF0RXdx9Wl7JILqcwPDRs0I2Yc+sd0f8b9SLMCNxVeoaC3cvJFUxfXJS0KYXd6Qg1mw1EIyFwce9gnoxT0XnThYiXuCGm0zbKQZqCxcUEKpUaPF5fm+fNIeD6W1EJu1HscCPtYD+WKxWUikUhWGUxCslQa3VN9EDD4QB6e3rgdLiwml8VsP89e3YjGAzeyM9tyO+EwmHEu2Ko6iqWihX09Q6gZbGBLPXxsE9gAuY4WnvXkV+PG8TVbE7k6BRWIVBIwWaVIihuFqmxrDZ0QLEhFg2BqVfF5kBP3yCGh4eQWy2h2dJRLK7Ke48//piohay9dXfvGXgvM7JZa+goFEs4Xi4j6wli364dIC727MwKksklBFwtjAwPivO8UTbvd2+v3dlXbkbgrtK/lWoVcwtLKJVYYahiObGECAXp9abgxkSjVGr3jRMxhcqbtqura8NxAtGBI1cZixaoZ0p+o3DAe0toTK5i5g3/NhfV4eFh1Ko1qfojXQj1YtnXtKemqbBZgaHBPsQifiwszIP2vpMOOmcEyZcKeVgtF1As5BAIdaPSAFjQI0yyCusfzWMtFmAalQ5AvrCKC5MXoOm6gacSwWRqEhs6xS2J7ijiTBCj+NDRe5BYXsGpU6fgcnvQEP44u9DZiErfWhplfldgJo8/9l6BTUxNTeMHzzyHybkMkiuromXtcTvgcAexlMogn88j2tUFl/POlhM0h8XttcCt5bG4vdd6Q79OZn0p5VerQoiJpoZyrYpCXUMqmRSwm0X0Bvm0KYt6vKsLfv/G48YisDYWiyAeDcHlsKKpG+mZGzLMXfglYpNGR8cEM8gbh1JYNrsNVptdfBdJr9brMsHv2b0THreBi7yTTEVHdmR0BL09XYBehd1mgdXmxEqmKOm+O+lab+e1BIJBUezoinfBZjPUU5g6JY6VIupMqypWY/yRsoYRu2KpiGjIh8MH9uKjH3wcD95/RD6bzmalIvV2Xs+d8tss1hkbH5PI+nsfOILtY32YnJwEN/IetwtuXwipDDkTs6Y2yZ3S6Rv4OkwH7iqd4/N60NvdBY/LKemjvv5e2O0uhANhlGsNzM3Po1atCtebw+EU0DqrwDbiQbWHWrmE9OICKoUMqG25nEpDVRsbsbkbsk10gEnKa7Pb2wSpjMI52lFMi0hpFUoFqKouKa8NeRFrbBS1M7dv24qmWkUuk4LX50elpst4WuOpza9fZgFCMHbs2Il4dzestnbUra2ty2p38jcyWsdoOp24Rl1FoVCErquIREJ44vFH8LGPfFBSp+lM5rIzm0/XYoH+vn4MDg3C7nTiwO4JWJp1VCsVdEU8sDtdqGkWJJIrIKs3HW7zMC2wXhYwU6hXsSwnyMGBfsGeMMJGMIrX7YDLychDLxbm55BIJOH1eTE4MLChMU+UcHJ63KhqOoJNC2KxHnB3ns8XRWrrKqYw32bUzWJBNBoVDFIylUQmX8f4RExkyJiy4sFKZaaqiVMihlK5A4HM/f0DWM2tYnJ6DoPxbkwMb4HX6zXHyE20AMcaOcUaah1Tkzoo6SZjqa3swvQ9nTdNp0yW4eCpTR2VWhXVSkkqoo8eOYTC9q0yFtk0OhQmTnFtncSN8L579qJcLqFaKaMrqAs+uicaAAvCLA4fFhJpVOtV+JXA2n7M/LZpgStYwHTgrmCczltMG1FknnqQHZqQZlMD+dNGx8aRz2WRzWVQKpc6X9mQjwaGaRSkJFjNV6BqGiykGihXEY1SkcHEL11Lx5EewOvzSdpkcTmNvkENfo8LjUYFWkNBq2UUtrBYpNlmxb+W826mz9C52Lptm/CNBYMBhMIbM+q8mWz6bm2lkzY8OAS1rmJ+YUHmnw5Fkd3ugNXuQLOlycaC3EW8x+lEcONAfjiqMgz298HpMLBYpvP2bla+/te4WTlwYL9E3qpTU5ibncXg6A7Ewj5US34sLq+CUc943CRNvn7rmt+4VguYKdRrsBQXq1AoJOSM/Dh3uzIRtlpw2m2IRsIY7O+XKMxGD5mTj45yOsGgD02tAYvNjkqtDk1jdNE8rsUCHA9GtEmBqjeRYcVfs2ksktRNaxk0MtVqVdJa13LOzfgZKewYGTGdt3XuPI/Hg76+XkQjEcHDMcJL3VTq7Dodbknn01ETxw6KOHMsfKAqCKOklM4zE3k3v5Ni0Rju2bcP5IlcScwglUrA7XIDih3VRktoX27+r5pnNC3wlgVMB+4tW1zxGWkkwmHKYNllMmThAtMZ5Gri4u12uRDw+SV9dsUTbYA3vV4f4vEoWty5o4V6Q5do0gZo2qZpAisBqVtJ6TQSO1frdRkHmqoJjQzHRqVSQbVa2TTXZDZ041qARVGRSEQoa7iBXF3N4/S5KWgtRZwGq9Um9DZGRbQumDjOUdxQ1huqVE6zyMY8bq4FhgYHsXv3XihkKLh4Ci6rhj3bhvFzH38CE+NjN/fHzLOZFniHBUwH7h0GudJ/Gb3yeLyyUDcaTFtYhZ+p2WpJBZ4uElobf6/L6CF3jw67FS29jmDAb0ppXanj3+U9q8WKcDiISJgYF8puNFGvV6EwZWqxSJo6XyzhjdPnwUfzMC2wFgs4nS7hbWQ0zu60IZfP4Y2z08iXKnB73YLRZbqVhL+MEEs4TlHQVIBypYpyqWxu0tbSAT/lu7Q18XCHDh2BXWmiy1XB40fH8eiDB+D23HlV6D/FDObLt8kCJgbuOgxPx8ftdiGTbSJfKMHp9hkqDJqGlqIYTpyuSZrjOk57Wz7K4oxYLAZvtSoSO3abORSupyOcLpcQIAe8bpRVm5D6khswFA5hYWkZmWxe+LtOX1hAMrOK97/3QQQ3ILXM9Vyz+dnbawHK3nH+yecVlCtlyQQkU6vo7wpLERW5CFXCIlQWWNnRbKqSzu/wP5r4t/XpP2Zn7r//PoyOjsLv8yIaiwrMxiwYWR97m2d9ywJmBO4tW1zTM+5y7TYrVJ0s/CosbTwcb1biTjRdu6bzbIQPEYwfDodFTmsjtGcztYEC90ynO+0W+JwKGloBVq8HqVwZc1KBpqHZUkRrdmp6Hk/96AUUy+XNdIlmWzeYBRh9ozwfHTFK+9FxSOfLmF1Micg9VWKcdrsREG4XNLSaLVGKqVQrMj/xkjY6TneDmf2amsO5dHR0BLGuLtN5uyaLmR+6GRYwHbjrtCInT8olEfNGCS06bE1dE9JG4uGIh9LJmG4ed7QFOA78/gC0RhX1Yhp6rYh8KSdFIVsmJtDf3yf8aFarHTaHA+en5/G9HzyP3OrqHW0X8+LWzwIOm10KZcjuz+e61oLN7sD8YkJUP6htLJgOUPCeWExWpRoOW361gOVkCg21YdKIrF8XXTqzGe28ZArzyTpawMybXadxeWM6nA4h9iW+RNeohWlHsdRAvVFDvlRFvaZhcKBXSDav8/TmxzeRBRgN2bJlHIzG0XGfmZmFqhXg9gYR7YmhoUVQr9VEViebzWF+bh5zcz0Ih0Kb6CrNpm4UC3DuIfUPI79jo0PI1kkWq6JYKqFaq0tFfK1eE1k3Om+ALjjXZlOBpumolEoyX8G+cfSZN4ptzXaYFtiMFrjrHDiW2nNXupbDbmcalRQSxL5ZUVWbqNZ16HpLBKQXl1fQgoLB/p5NgYdbiy3u5u9Sf3Lr1q0S0WABS19vLxYWF1HIF1DKp1BrqBKZdVl09Hf5EI1F0NMdv5tNZl77WixgaNrDYrVhoL8f81kdjXq9XRnfRL1RhdpoQNd0KC1jLiInISumSUJOculqtQ73HSjxthazmt81LbBZLXBXOXBL6SpOThfwgcNrI1ckgSajbqiTP62BVsuCgN8nKYuGWhdJoaVkClaLIuLmm3VwmO02LKA3W+Cfw/ZOxIFyaTPAqtTunh7Eu3skAkJpHWpTloolNFQV5EzrjselktC0q2mBq1mAG82G1hSM5eWf9fm8Mpa8Hg9i4QBWKip6Ih447VZUK3TQKqhUywgFfdA1I2JHaEe5msKJM9OIRo/h5z/5AUyMj1x+WvO5aQHTApvQAneVA5fMNfDj4+mb4MDZZTFmSoPqDPl8XqhFmrDAZrHDZmlB1xVYFEMLz8RDbMI747Imn5krYmapgo/e33PZq+/+lNFdprjswSAoSG4epgVuxAKlmoZvPJvApx4bkI1g5xw+n09wcIyqRYIeFHUrarWG0NaUKxWhD7nv8EGZj7791I+RXS1QAA51VZVK6emFFZTKZXz+sz+L8ZGhzmnNR9MCpgU2oQXeGVLYhJdw7U3m4noznCmegxVgXKhJrjkyPIz+/n50RUOIRoLojkUwPNiPnp7um/J7136F5ifXwwKJdA0np7gQmodpgVtjgVq9iZdOZ4XO7fJfZPRfJLRsdrjsFoz2RREM+QQDd+LEpDhlit2J//rhS5hPpFFXdah6C3abAz6vBz6PG5MXF/GXX/5XTF+ck1ObVamXW9h8blpg81jgrorAsVvWin97t64l6z7LyPlnHneeBSwWBTbrGoGTd55ZzCtaRwtIJPcnUvYAx2IoFISQh9fK8EVisLVUWCxzuPeJ3UhlgW/94DtYXF5GLBqGw+4A+QnJEUccnGJR4HI4cGF6AX/zD9/A53/hExgeGlzHKzFPbVrAtMB6WeCuisCtlxHN85oWMC1gWuBWWYA4OFLYcEuRWLyAXGIRF8/Oo1BMoOqz4P5H34f3P/4YgsEwGloLahPQWZSqUDmG32rB63bh3IU5/P3XvoXFpeVb1XTzd0wLmBa4iRa46yJwN9F25qlMC5gWMC1wyy3ASH9vXx8mJy/AqaqIdHejWg5g5Y0laEoCre5hxOP9GOq/T2jhVtI5JJZTKBYLKJRKwl/Z1Jsin/faGxcA/d/wP37hE+jr67vl12L+oGkB0wI3bgHTgbtx25nfNC1gWsC0wC21QEeeiRXN+/fvQyDgRzAUwPJyEseOHcdKMonc/DksTZ9Fb/8Qxrdsx2B/L7oiITSbDeQLRaTTWczOLaFeL8Nls6BUyCKdzpgO3C3tSfPHTAus3QKmA7d2G5pnMC1gWsC0wC2xQKcIKxQK4dChey/9Zk93L+Jd3ZiamsLs7Cyy2QxqlSJeePb7qFRVOJxORMJBQzavqWM47oZFcSEQ9GNibBw9vVevsL70Y+YT0wKmBTaEBUwHbkN0g9kI0wKmBUwLXLsF3q0Yq6+vF729PRKZy+VyWM2tIrG8hOXEMmq1KvKFEopFSrm1pODK6/NjcGAQu/bsQSwaufYfNz9pWsC0wIawgOnAbYhuMBthWsC0gGmB67NAJ516+bcYoSNXHP8GBwexZ+8ewbyVy2VQzo2P1HDm4Xa7heooaPIVXm5C87lpgU1jAdOB2zRdZTbUtIBpAdMCb1mgk05965V3f2az2UAnzXTU3t0+5qumBTarBe4qGpEWWqDkkXmYFrgeCzDSYbOae53rsZn52bVbQFEsJv/g2s1onsG0wB1rgSuuSolEAouLi+ju7pZwPK1A2ajJyUkEAgGMjY1JKfpmsY7VYkOhsoqpxJsiL3O1djebOgKeMLrD/Vf7qPnDZBg7AAAcIUlEQVT+HWwBOm/ZwgqmExW0cPfseTqO61DXBCyWu+e6N8JQtigK6moV5+ZPw2bbGCTSnA9D3ii6Qr0bwUTr0oZTp06hXq9j69at8Pv9SCaTOHPmDBqNhuAGJyYmLlXrFgoFHD9+XGTLdu/ejVgsJm1iIUm1WsWuXbtMJZ516SXzpB0LXNGB+9KXvoTf+Z3fwRe+8AX82Z/9mXzn6aefxsc//nE88sgj+Jd/+Rd0dXV1zrXhH90OL07Nvoov/q8/gwLPVdtbrObxwUM/hy/+t//nqp81P3DnWsDr8uO509/DmaW/Q6vlu3Mv9B1XpuoNRHxd+J+/9p/wuO6e636HGW7Lfx12O5LZRXzxf/0O7DJL334HulDJ4RMPfA5f+Pjv3habrPePfvOb38TP//zPC0bwO9/5Dh577DH8yZ/8Cfg6Hbfz589LMOPLX/6yBDT+4A/+AE8++aQEMXbu3Im/+Iu/ADc9n/jEJ/DEE0/gj//4j2G1mhmf9e63u/n8V3TgOrvuywfh5a8RWzE/P49//Md/FHzFL/3SL0nE7utf/7rsPDr/p6N37733ghG9s2fPyg7m85//PF588UU89dRT8Hq9+NVf/VWwNP7YsWP46le/emnnwkjfJz/5SdnNsLKK5+bOh7ubZ599Fk6nEw888AAefvjha+pH4kaYRlVw9RvLZrHCotz+ifOaLmwTfehb3/oWfvzjH0PXdel79u++ffvkCi5evIi/+7u/Q6lUwujoKH7hF35BdsJ889vf/ja4gYhGo/jc5z6HeDyOWq0mE+eDDz6Iw4cPr5sVOuOm1br6uFm3RtziEzdbVhNycIttfvnPdcacVaag2z8P2Sy2O3Y+ZFbpj/7ojySzRCeMfzwYqPjFX/xFbNmyBf/0T/+ET33qU7Le/cqv/Ar+/d//Hb/3e7+Hnp4efPrTn5a1j/MT16Q//MM/NJ23ywez+XxdLHDFWaEDkqWj1jko4M6DjhwdOw783/zN38Rv//ZvSyiZu5Tf+I3fwBe/+EUJI588eRK/9Vu/JQOcoeWZmRmJ6HHRfv755yUEzff/9E//FKqqSmXUwMCA7HAoEP/nf/7noLO3srKCTCaD3//938ev//qv4xvf+IZ8nr/7a7/2a8J/1GnjlR8VEFty7X8bI31x5WvaXO/+1V/9lThodMA4CX7mM58Rxz6bzeKXf/mXJbLrcDhkEmR/M6Xx/7d3JmA6Vm0cv2fGEEpIhbJ8JFSUpVCpiEhS2dIipR1pJfoodFW0aKEsV6FQuUILZWmhXCWRL+1KKkkb2WaG2b/rd1xnemMaZpp33uX5n+t6533neZ/nPOf8z/3c538v57wQe+QExTp79mwbO3ask7c5c+a481h1F86SYIWVm8LIWHSfG05cVXfBCBy4niopGYo/fUha0B133GFNmza18847zw2In/s6duzoyBsHmYMozIGOXCcludAq+qlcuXK2YcMGmzt3rg0cONDpp169etmwYcPcvOUu1B8hUMwI/MXMCqh41qxZtnr1anfG5s2b3bsXcMgdAl258p59hPiMhwSCxzlMxBQ8ZkOHDnX1UN9HH31k06dPd8cXLFhgixYtcqSvQYMGtn79eiN8S11M2KtWrXLXUQdeOurEA9OkSRPnkcOrt3btWqtbt667l/5ENwKEFsgx8QUD4IsvvrCNGzfa0qVLnfLr37+/4XElhNGnTx/78ssv3RYIWLwoRbyvyCJkkGMNGzZ0pDDcRM63We9CQAjEPgLML+gj5pzRo0e7VCEIWVpamosQ+OjTmjVrbNSoUS7vu1OnTi7ihDfuoYcecnMdDon333/fzXls1cIcR1RpypQpbh675557Yh8s9SDqEDggAkd4Eo8ahdAXHi/vYvYhVb7zpC6/XkKu+A0/HgxKzZo1XdInITBvzeCBe+SRRwxhx/KB8P3666+2fPnyvOu4L8QOLx114a7met+e/O6tY9GFgCdvJPquXLnSjSELZZAFxhYS165dO6dAkQnOY7yRNUIUhFmRJ7xvJBrXrl3bTjzxRBeOJZw+cuRI9zm6eh2s1hAeh4DzjPLi+cTwYqxycnJs06ZN7jgTJAYfL18g8kyCJIX749SBB75atWoxtXDK90nv0YkAXjUWLrBIAaORBQvIHh5+IkB45YgaESXAy0Z6B8YiZfDgwda9e3f3GT1FpIjoEA4F5jqiCaQIeedHdCKgVsUyAgdE4FCaPkfJu5HpNEqZRQwoZD6jjNlriIl2b0KFgPtreEfBh/7PxM2Dw+TNO8LPPXkQODeUKFI3DxwPFPeGwBVEHt2N9CfqEMDyJRx6ww03uPw15AdDAaXnlSn5kXh5zzjjDJdgTJ4KpI3cOK5HgU6ePNnlQZKrgiXcpk2bvFBI1HU6IA0i3xUvOav08KpD3thYdty4cbZixQoXDmccyWflWZ45c6Y1atTI5s2b5zwdjDneVDwZePfxuhJGJwcWL7yKECgOBDASkDHmGDxvffv2dek5/fr1c/JInnaPHj1cdIB0HXJziQgR/cF5AJljDhowYIAzOAibYlhS57Rp01yOeIcOHYqjqapDCOyDQIEEDquXsm0bP7+yp+zcudN94BhCX716def9wMoglIXHjBe7fHuixQUoagrKmuPkO1F4aKiHcBgLFpio58+fb5MmTXLWEMqeB4TrePdWPdf4evDQ8L1KbCDA2DGRE5LAih0zZkxew/Ge8UIeWrdubfXr13feNwg65/viiRwrokkuRqFyLrvMe9ny5+q95BHgWWUcIG1LlixxnlXfCp5zkrzbt2/vvBVMgqx2J3+InFe8HsgF+UjoAhLJ8fyz6k/kzaOo9+JAAMcATgIKxmLnzp0dESNdB6cCOd0tW7Z0n8n3xkOHfLJtiA+vYqwg7+TRoacwKpm3MEaYzyB3KkIgHAgUSOBYCo2QtmrVKu/eCC7K1odE8YKRh0QyOpMuVsnw4cNd6AMSx4PA+YS4KFjjhEhJYKc0a9bMRowY4SZpFDtuaLx1KP9169bZkCFD3EOBdY7y5n9CKVjlPHgktnMu91GJDQSYiH1OCAnEeN0gayy/nzBhglOaLH5B9pjofRjN927ZsmXuPCZ7QnJ43QhtoGD5H4WrElkEMK4g0+Sm4mFFX/Ts2dNtx9CiRYu8xnnPOed6gw8dgi5gcsXAw5jjGiZJZAXPHSEt9qFUEQLFiQDzDy9fkDNeBRVCrRMnTvzbKeTGqQiBcCOQkIvWDEj5dmOu9X98olWo8OQB7QOXsmu7dWje3W7pel9AECqZbuJVwZNK8Z5crFqsVbwwrOYi5Na2bVtH+PduFWE5yD0eGowEQu5sPYMnljp8uH/v64r6/8qvM+3OyQ9ZlcozArkP3PgBLxd6HzjGgtxVthnCwGJlOmNDWIntYXwh15WQ+fjx4x3Rmzp1qluRjoGHaiIRHA8t4Vg8rY0bN3ZEna0bmDS998TXFy/vKbvM+o55zTJyR0XNPnA707ZZl1N7W7/zh8cLzOqHEIhpBAr0wMV0z9T4qEWAMMU/la5du/7TV3nHIWihJI3QB3sOqkQPAhArCLgvrNBjtTk720Pg8KYNGjTIbYSKFx0vHQVvByFViH2tWrXcKmS8/hA2Vgqych0DAMKHEUB+rooQEAJCIIgIBIrAsZdXdk6WpaWnWILl7He8U3fvtPTM3fs9TyfENwKE+bKyMy0tfacFx19tlpmVYWWTyxm/IVzYgldt8eLF1rt3b0fWWD1MGgV5ipAzwlQke5P03aVLF7ePI/m0eFR9CJwcIrYbmjEDz2eu87ZRD6sGWZUc71vG5OTmOF2V7NZ7FbhlZ2GHp0jnow8zMtOLdK0uEgJCoPgRCBSBy8rJcr/ld3xdfrVhT+JqQZDuSk+1OtUaFHSKvgsAApC3wytWtxPqtrHc3LIB6PGeLmbnZNohZSsavyFc2MK2MH5Tb66FlPFTQ5UqVXJbwRBWZcsX8lnJmYW8scqPXDkKC6gggN26dXMJ4xxj93tCsJA8thgiFy5eS05urpUtXc6Ordna9uyjHnkCtys9xWpXrRevkKtfQiDmEAhUDtwn67bZ3Pd+s1F968fcQKnBkUPgrdW/2yffpNodvf7K3Ypca3TnICCweXuGPTDzG3uk3wlB6K76KASEQBEQiLxZV4RGF/2SBMvJ2bP/XNHr0JVBQ8CH3oPWb/U3sggQNs7ef6ZHZBupuwsBIRAxBAJG4CKGs24sBISAECg0AgHaJKDQ2OgCIRB0BETggi4B6r8QEAJCQAgIASEQcwiIwMXckKnBQkAICAEhIASEQNAREIELugSo/0JACAgBISAEhEDMISACF3NDpgYLASEgBISAEBACQUdABC7oEqD+CwEhIASEgBAQAjGHgAhczA2ZGiwEhIAQEAJCQAgEHQERuKBLgPovBISAEBACQkAIxBwCInAxN2RqsBAQAkJACAgBIRB0BETggi4B6v9+EWAz1TKlk/Z7nk4QAkJACAgBIVBSCBT+V6pLqmVhuA8TcXIpTcRhgDauqzyodCn7Yt0f9uLCVEtISIhoX9Mzsq1+7SrWotFREW2Hbh5eBNBVSYmJViopsvIW3l6qdiEgBP4NAhEhcCinRYsW2cKFC61Tp052zjnn7NOHV155xd5++207++yzrUuXLpaY+O+dhWXLJNuX6/+w0VN+L5b69mm0DuwXgYzMbOvd+UTbuO5/NmXadMvJybHk5GQrW7asHXXUUXb99dfboYce6up56aWXbPXq1XbzzTdb1apV3bEPP/zQpkyZYsjQtddea6eccoplZmba008/7eq48sor99uGwp5Qvmxp+2DNBlv49g+WmJRc2MuL9fytO3bZtV2bicAVK6rRV1mZ5FL26587bPjEeVaqlEjcrt0Z1rNdc2vaoGb0DZZaJAQihEC+BC41NdVuv/12++mnn6xJkyY2ePBgq1ChgnH8tttus40bN1qHDh1s4MCBRWo2Xox33nnHHn/8cTv44IPzJXCQt/Hjx7sJ/vzzzy/Sffa+qEzpUvb9z1vt/eVrLSkp367vfYn+L0YEcs0sJS3dTm9Sy2pUrW5nnnmmq33VqlX2xBNPWJs2bWzAgAGOtN111122fPlyy8rKsksvvdQRuE2bNtndd99ttWrVcqRvyJAh9tprr9kPP/xgI0aMsLFjxxZja/+qCrKI7FSqUNYSIyw3OADLlY0sifwLmQP7NHnyZHv11VetVatWNmzYMHcRJHzOnDnu+S5XrpzTJcjDb7/95s5BxzRs2NBGjx5tpUuXtgULFti0adPsySeftCpVqhzYjWP4rOTkJNuyPcVmL1xsyY7ABZvE7dyWag1qVwsbgVuyZImNGzfOdu/e7YxDRKdjx47OePzll1+cTKJ/KC1btrShQ4c6uXzjjTecTKIj+vTpYxdffLE7584777TKlSsb7ypCIFwI5MtiMjIybP78+fbzzz8bgt2+fXs32TLRoowpFStWdO87d+60bdu2OaGHmB100EF2+OGH/629KSkptn37dsvOznZCj2BD3Ch4XjZv3uy+41rvfYEo9uzZ02rWrOnCVtzHX8/9UOoofl6+7Nq1y/788083KRxyyCF5bfTf85ARQmUiTkpSKNXjUlLvELjSpRItKTHB6tY71r249zfffOM8onjaGM86derYLbfcYsjNunXr8saKyf2TTz4xyF2ZMmWc95aJfvr06e5z586dndGBbFWqVKmkuqX7FIAA+uPee+91Rh/PL+X11193RP2SSy6xyy+/3E18GIlvvvmmTZgwwb799lu77rrr7MEHH7SZM2faVVddZY899pgj7kEgb2CUm2suhFq5QnkRODNLsARnRBUgav/qq++++85efvllu/rqq51sIqvMcRiQ/fv3d98tW7bM3n33XUfmatSoYb1797aRI0caeodIwqhRo6x169Zu3pw1a5Y988wz/6pNulgI7A+BfOOSEDEmUiZCQpd4yxDQ2bNnO4JGpeXLl3d1Ewq98cYbnQXNO1Y2njUEn/LBBx8YHjRCpQj8WWed5RR1qVJ7uCMTMt6T008/3YXDPv/8c3fdCy+84DwvTAB4/giXnXTSSc4DyOR+wgkn2AUXXGAQOwrW0YUXXugeJqwg6sM749vhTtKfqENg5cqVzvuGR9d75FCcGA2ETUPHD1JWr149e+utt2zx4sXWuHFjR/7ee+89a9eunfXt29fJDCH5r7/+Our6GrQGQa7/+9//unFl7CDdFJ59wuY81xhVDRo0sNq1aztds2bNGjviiCOsa9euzrj7/vvvXaoF+gf9Qgh9xYoVjtwHDU/1N/wIIGcY9xC0unXr/u2GO3bscN7fo48+2s1/W7ZscWSNNB/0FRErjMyJEyc6o4RIAboJg0RFCIQDgXwJHDfCAsHaZWIlDwlXMYqTfDQKgk7p3r27Pfroo85bhiCjnAmTrF+/3lC+EDc+T5061RHB++67z4488si8iZmHglAYZAxPzFNPPeXq5eFgAti6datT8hC1H3/80RHLZ5991qpVq+Ymcqx53N5Y7FhIhGUgjZDPm266yTwhdJXqT1QhgAwRFktPT3fky3t1aSSTO+QtdNEAkzyEgEkebzBeG7xvJ598smFBozyRB7yzXo6iqsMBagzPNWN17LHHuuebSdEbbWeccYY1b97ckWy8bDzXhJ94Zk877TQXEn/44Yfd+OONxet/6qmnGs89aRvXXHON8+ohNypCoDgQOOaYY9xc9scff9hll13m5JMcbWQWxwCEjpQeQvjIL44I9AzGB3KJHkNGP/vsM/v000+dgwHv8v333+8cFxidKkKguBH4RwLHjSBGCCWhrOHDh9txxx3nvGChjSDsQeI4JAzB5RrOJyyKd4XQKYnmTZs2dZZNt27d3MOB5U3Bc4JFQ1iVwnUUr+xDQ508MOQlEHaFBFK4FxMAHhcmgEmTJrk8qd9//902bNhgX331lTtPf6IHAb+QE4MAxYcyRA5CCzmXeGkgcKHEDoNg3rx57kW4HSOhX79+BmFAVrgOTw//q0QOAcJRzz33nKWlpbkFJugB9AOGIN7Tjz/+2HkqmCQh5uQ+Ei4nXIXHnrxGFrRguPEsN2rUyHnuyXOEuBMN4PlWEQLFgQA6iEVT6JYZM2Y4bxphexwJRIOYv5Bdjj3//PNOdpmzHnjgAaej0FOkdlBH27ZtndODOQ75xvv84osv5uXWFUd7VYcQAIH9EjgWMRCqItRJaMqHTgmt4iGBuOHxIncFL1uLFi0csnzvvSeerOUHOSsIKd6jF0rYDuR8H4phoiA3jnrIpSOHjkRp35786tKxyCCQXDrZsjN3u7A444b3JZSk4WEjDE74HIuY8Dlh/NDCBE+CMKE2rGCIPV67Xr16OUKPFa0SOQQgXHgsmjVrZuSm+ucbw2zt2rXOsCPkRMHTj6edZHGMM4xFVhWzeIVcXDwZxx9/fF491IVu8folcr3UneMFARbZMMdR/JyEYcHchWGBTqL43Fryw/kO7z8hUxwH5F/jTMAIQY6ZH4lkcV5x7KLgGqA/QiAEgXwXMSBwhCdQvAjzoEGDXG4Zq28gahSOI5SecLFoAKEm7ElBuZIPh5VC3govctjmzp3rcgu8Qvc5Tv7dPzz+f5/4zHEWV/jr+Exh0iZMg4VE+IwQDC5vClY6kwJhGJXoQSArK9sSEku58ALyQTgttLAI5qKLLrIrrrjCeeEg5ixmCS142kgaxsCg4MFDNgmlkivl8+lCr9HnkkOA55EXhTHBi4EhiBGIJx8vHHqFMYPIsdDBn881PN8QOXQRBB/id+6559qtt97qvPwQ9b1louR6pzvFGwJLly518wekjXmMdCCcExgXpAKQjkOeG4YG3jqMx1ADgjw39BF53shljx49XDoP8k5UCoMy9Px4w0/9iQwC+RI4iFn16tXzFiwQ4uRFYXEDScZ4TDgP4WbLERYWHHbYYS50xfd8xzXs54bS9ft74ZImv4WJm/OYiCmEw/ifOijUz/+ERRF8HiT2CcO7RuE7XoTLOAfvH6EVHjrCLBA9wmhjxoxx5+tP9CCQk5XjtuPw+ZR7twzZY4IuqCA/KNnQgjXMSyW6EOC5JWTqV4yjF1ilh7GHocizjxEWOsFB2AirkjaBN4NCuIqJEqOR8/lORQgUBwKEPzEYMRyI6rAAwc9FpAiR90Y0ALnkO+aj0ILOYsU0BJDCFjjMfVzDPOWPh16jz0Lg3yKQkIuJu1fhEKEt3iFMCK0vCDhKFyH3ZAovWOj5KGKUtffO8R3n4E1D6ULaIFjUAwHjmK+Xe6Gw+Y5jfM+9sGLwyvEd51An9fnraR/fk2vjvXh8x718O9b/stt6j3jHdmz+Pu+Y75few48AgpaalmFTR11orZv+3aMW/rsX/Q7/W5dive9eaDu3RMdGvtdc1NQevn3fza+L3kNdGW0IpKWbXXzP27b6sze1jYiZbd2RZhOHXmaXnCMDLdpkVe2JHAJ/MbOQNkDAfK5byGH3EbK1t+XLuf90PhdB5rz1HVpfaD171wv54uWLt8L9//nVB7HzVpM/L/SdfmVmZRu72XtSF/q9PocXAQhcSmqGG4Pw3ql4a0/PzLI6R1eyek3LW0JiZPcPTN2Vac2Pr168HVRtUYcAC32yc3Jsy/ZUETj0xvZUS8/YszVV1A2WGiQEIoRAvgQuQm0J+213Z2RZ3RqV7ZKzTrPExGDvbB52sPO5AQSOn9L6z1GxtcluSlqGtTn5P3ZrD+VS5jOsOhQGBHhOqhx6sA3r20m/h2pmu9Iz7aT6NcKAtKoUArGLQLAIXHqmNahdxW7tXT92R0wtL3EE8NwyoaoIgZJCICMzy46sXMGG9W1VUrfUfYSAEIgxBArcRiTG+rLf5voQ6n5P1AlCQAgIgQgigK4ihJqVvU+KcgRbpVsLASEQTQgEisBFE/BqixAQAkJACAgBISAEioqACFxRkdN1QkAICAEhIASEgBCIEAIicBECXrcVAkJACAgBISAEhEBRERCBKypyuk4ICAEhIASEgBAQAhFCQAQuQsDrtkJACAgBISAEhIAQKCoCInBFRU7XCQEhIASEgBAQAkIgQggEisDl5ORaRlZOhKDWbWMZAW3mEMujF5tt3/dHDmOzH2q1EBAC4UEgUASu4iHJ1qjOoeFBUrXGLQLZ2bmWKeIft+MbjR2DvMnYjMaRUZuEQPQgEKhfYqhTrbzxUhEChUGgVtVyxm9TqgiBkkKgXJlEO7vp4ZK7kgJc9xECMYhAQm6uHPUxOG5qshAQAkJACAgBIRBgBAIVQg3wOKvrQkAICAEhIASEQBwhIAIXR4OprggBISAEhIAQEALBQEAELhjjrF4KASEgBISAEBACcYSACFwcDaa6IgSEgBAQAkJACAQDARG4YIyzeikEhIAQEAJCQAjEEQIicHE0mOqKEBACQkAICAEhEAwEROCCMc7qpRAQAkJACAgBIRBHCIjAxdFgqitCQAgIASEgBIRAMBAQgQvGOKuXQkAICAEhIASEQBwhIAIXR4OprggBISAEhIAQEALBQEAELhjjrF4KASEgBISAEBACcYSACFwcDaa6IgSEgBAQAkJACAQDARG4YIyzeikEhIAQEAJCQAjEEQIicHE0mOqKEBACQkAICAEhEAwE/g+holk8VCDwsQAAAABJRU5ErkJggg==)
Physical
devices present around us are part of a large network called IoT, collecting
and sharing data. These connected devices or things gather information in real
time to streamline operations or improve functionality.
The existing network of connected devices in 2018 was
over 23 Billion, which is already triple the current global population, and the
number is anticipated to cross mark of 30 Billion by 2020.
![](data:image/png;base64,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)
Several
industries are utilizing IoT so as to understand consumer needs and serve them
in a better way. Some of the major applications of internet of things include:
Smart Homes:
After
IoT, smart home is one of the most googled topics on the internet. Convenience
and need to save energy and time are at the core of smart homes. Lighting
control, access control, energy efficiency, entertainment controls, among
others are few instances of tasks that can be done with smart home. Smart
phones allows easy monitoring and control of wide range of appliances,
attributing to the popularity of the smart homes.
According
to TechSci Research report “Global Smart Homes Market By Application (Energy
Management Systems, Security & Access Control Systems, etc.), By Technology
(Wireless Communication Technology, etc.), By Region, Competition Forecast and
Opportunities, 2011 – 2021” the global smart homes
market is projected to cross $ 60 billion by 2021 backed by increasing
proliferation of machine-to-machine communication, technological advancements
and increasing awareness pertaining to saving energy. Smart
homes also use key cards or fingerprint identification in place of conventional
locks, making it harder for someone to break-in. Increasing awareness of energy
saving among customers, surging demand for real time home security coupled with
growing technological advancements are anticipated to boost the global smart
homes market during the forecast period.
Smart Wearables:
From
reading text messages to tracking your heart beat and monitoring activities,
fitness trackers or smart wearables do everything. These devices come with
embedded sensors and software to gather information about the users. At a later
stage, collected data is used to derive useful insights. On account of growing
popularity of smart wearables, several technology giants such as Samsung and
Google are investing in building such devices.
Autonomous Vehicle:
Concepts
of connected car and autonomous vehicles also use IoT for updating their
algorithms based on user data. Connectivity of multiple devices through
internet provide information related to real-time traffic and navigation around
any obstacle.
According
to another TechSci Research report “Global Semi & Fully Autonomous
Vehicle Market
By Automation Level (Level 0, Level 1 & Others), By Component (Embedded
Systems, Cameras & Others), By Vehicle Type, By Region, Competition
Forecast & Opportunities, 2016–2030” global
semi & fully autonomous vehicle market is projected to exhibit a CAGR of
over 21% to reach $ 64 billion by 2030. Growing focus of automotive OEMs on
enhancing safety features and increasing government support for developing
driverless vehicles are the major factors anticipated to aid the growth of
global semi & fully autonomous vehicle market during the forecast period.
Moreover, foray of technology giants such as Google and Intel, among others, in
autonomous vehicle market is further encouraging adoption of autonomous
vehicles, thereby positively influencing the global semi & fully autonomous
vehicle market.
3D
printing has been around for quite a long time. It was in late 20th
century when the patent for the technology expired and 3D printing was made
accessible to the world. Earlier, the application of technology was limited to
prototyping; however, with the advancements in the technology, 3D printers can now
be used to print human cells or tissues.
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I89YNRRb2whhzlIy0MOeqM58briYFIVzLloW7BD2MJbyu4YlyRHsYiXafgDfYYzxiLdgYn9cuzch+GHfVEPfDseBqZJVvMGAUD7gVP6gjjDC8a5YEfdG9ihFN++5x8YqzhbSUPnhEOoj5IiwCGGGPcZz3BnOcZ4QkePeqdODwXnJo9e7aJC7bgxLPTnW67Z03C7p9DwCFQFAEf8xqKXnEnHQIOAYeAQ2BEIYABTRc1njkmWeyqa3ZEPZgrrEPAIbATAq4LdSdI3AmHgEPAITAyEGAMIZNDbLfrLbfcYjxY7OThjLeRUYeulA6BwSLgPHCDRc7d5xBwCDgE9jICTDZgPKQdd0bXI7NH6cJ1wSHgENi3EXAG3L5dv+7pHAIOAYeAQ8Ah4BDYBxFwy4jsg5XqHskh4BBwCDgEHAIOgX0bAWfA7dv1657OIeAQcAg4BBwCDoF9EIGKTGLI5nJqbEmqpSMtH6CZf/sgeu6RHAIOAYeAQ8Ah4BBwCBRBgDU+qmNBjasPy+8vvyFUEQMunc7pgXlb9djLjabQ5S92EaTcKYeAQ8Ah4BBwCDgEHALDAAHWZ8tmczpuVr3ef/oBioXLbwm5SQzDoKJdERwCDgGHgEPAIeAQcAgMBIHKeOAyOa3e3KnmtpSqYgGNqYtoe1tSLe1pjR0VVjQc0OamhFmJe8LoqBLJrLY0J1QbD6qhNqzG1qTaOtMaPyqiUNBn4vp9Po1viKgrmdHW7UnVVQc1qiasbc0JdXRnzLWg36dN2xMK+L24nd0Zc72+Jqz66qC5j/vHN0SFN3NTU0LhoF/jRoVNfuQ7ujasmnhQW5qTSqa8uLhBNzd1m3ITl+doakua56qOBbR5e0KpdE4TGiLKZHOmvPFoQGPr7XOnNKY+onjEi4tVzrNwz5btCZHG6LqImlqTau1Ia9yoiCJhv0mHyiSuwWh7QrVVPRi1JNTelTFxwYhnMc89KqLOhPfcddUhg9HW5oTAgnSIQ1zuAV/S2NaSUENN2GC6ZXtS3T0Y+XzS5sZuhcMB4wKmTnbAaHtSyXTWPHe2B6NYOGDquLk9rWYw4rmjXn2DzYRREaV7MCrGDe6HG3TDW4zAlzqhbgxGnWmNq48oEvJrU1O32ZqIuJR7B260JNTRlTHPGczHqCFi8IA7HjdCAqOuBHGj8vs9boSCfo0fFe7DqDZs8CcP8prQ4K3sTxngNNym/igjnN+ZG9KW7d2KRTxu8H40txfBqCEivNg8dzGM9tj705XR1paE4dDIfH/Y2N2TBe79GV7vT6JHxiDfKvH+WNk6XN8fI1vLrH8mIjfKqn/c+wOPhqp/sAOwV2rjIVHv5QwVMeCSqayWrWsX+xiPSoUUjwS1vS2lrc1JY5hkMjljWOFiRDFjcGDIpDNZowgx9ppaU4pF/OY396FUq+MBtXVlDKAo+HAooKa2lFraU8ZIQOGiiEMBv0mX84APahgsGB/tXWkTF0OGPFGmKNqWDi9uIOAzRg5j+LoSaVVFg8opZwxMviMQmnvSJT8qZFsLxl7WlA/FS7q11SHFo0FjxGKcUlY2vUAhZjNev3gi5T1LMh1SzGCUVGNLStGwX/FMwDwLlU35MMBIN8Mm1mHvucGU8odDPHdSwYAXt63TSxfD02LU2oMRhgwYcQ998/a5MZC5BkYd3WnznD75zHNTtupo33MHLUatYJQx5cM4o3ykGS/AiGcAz1Qma66n0lkTt66AG+Gw37icDUZZ6jtoDCXShRsYdxjOcMNgFAkY7HknwAhDnvqGG5FQQNtbU9reXoiRTzXxgDHC+7jhN0YXBipGNhygzsCZdG19M4aBZ8/HiGcjbiE3ggGPGzx3Am7EAkpnPIzgvOFGHo+knHkW4oAhfKJ8e/X96Xkn2LtzZL4/SSMrB/3+aOS+P2bsTdnfHytbh/7+dHanFY+hforL1n39/UHeItfKqX+QK1a2lkf/VO79ofE9nPVPOd+fUMivRatb9eajxxq9ZYRSmf5VpAsVpfnishadcsyYMhXTJeMQcAg4BBwCDgGHgENg5CFw3d1rdN6bJpkenHKWviLLiOBZWrulq5zldGk5BBwCDgGHgEPAIeAQGFEI0Ds1c1KV6cUod8ErYsDRZXrwlKpyl9Wl5xBwCDgEHAIOAYeAQ2DEIMAQH8bBMTSn3KEiBhyTCeqqQuUuq0vPIeAQcAg4BBwCDgGHwIhBgAl+i1e3mXHN5S50RQy4jkRai9e0lbusLj2HgEPAIeAQcAg4BBwCIwoBVi1gYkS5Q0UMOOVYwK7cRXXpOQQcAg4Bh4BDwCHgEBg5CLBk2WHTaszKD+UudUUMOJZIOHRqdbnL6tJzCDgEHAIOAYeAQ8AhMKIQYHmxEeOBY9YFa3K54BBwCDgEHAIOAYeAQ2B/RYAxcIsYA5cuf7dkRTxwLID7ytr2/bW+3HM7BBwCDgGHgEPAIeAQEHNPG2pCZoOAcsNREQMuFAyYLZ7KXViXnkPAIeAQcAg4BBwCDoGRggC7NR08pXrkrAPHlkfTJ8RHCr6unA4Bh4BDwCHgEHAIOATKjgBj39Zu7TL7W5c78Yp44Jgyu2pTZ7nL6tJzCDgEHAIOAYeAQ8AhMGIQYPUQdqZin+tyh4oYcMm0t6l4uQvr0nMIOAQcAg4Bh4BDwCEwUhAYeV2okaBmHeCWERkpBHPldAg4BBwCDgGHgEOg/AjYSQx+FoQrc6iIBy7g96kqGihzUV1yDgGHgEPAIeAQcAg4BEYOAnYZkdRIWUakk620VrtlREYOxVxJHQIOAYeAQ8Ah4BCoBAIYbyNmIV8A8FfEt1cJaF2aDgGHgEPAIeAQcAg4BMqPAD2nh0+rHTlbaVVFgjr0wJryI+FSdAg4BBwCDgGHgEPAITCCEBhRm9mnszm1dKRGELyuqA4Bh4BDwCHgEHAIOATKiwBj4BazlVZqhGylxRi4Zes6youCS80h4BBwCDgEHAIOAYfACEKAuadj6yMKBEbILNRIKKBJY6IjCGJXVIeAQ8Ah4BBwCDgEHALlRYB14GZOqho5W2lFQwEdOC5WXhRcag4Bh4BDwCHgEHAIOARGEALMPl29uXPkbKXVlUxr+Qa3ldYI4pgrqkPAIeAQcAg4BBwCZUaADbQ2bOuuyFZawTKX1SSXSufU2JqsRNIuTYeAQ8Ah4BBwCDgEhgEC2WxWq7a0aeXmNm1u6dKG7V3qSGbU2Z1Re3dKRxxQr/e+YboaqvffIVV0obIzVShU/jFwFTHg4tGAZruttIbB6+WKsP8hkJPMnsk5Ccmh8guN/Q/Tfe+JE50JbV6+XhuXrVXzhiY1rt2qREeXObpaO3TgUQfp1P98u+rHj9r3Ht490aARyGSz2tDYoQVrmvTsq41asbVdW1oSak+k1Z3KqiuZERsOsHF7ZyKl7R1JnXP8lP3bgJNUWxWS38jjQUNf9MaKGHAUNBp2K/kWIg75s5ms0pmsstmcsrmcaMGEQ0HFouHC6O63Q6AoArlcVrlMUumuZnU3LVeyZY0y7RuV6dwkXy6jbKpd2USbYlNP1agj369A0I1HLQrkfnIyl8sp0dGtbWs3a/VLy7Xs6UXavGy92re1KNWZUCaZViqRVi4Lr7Lqau9SOpnVGy7skuQMuP2EJv0+ZjKd0frGdj00f70eWbBRG5u71YaHLZFVMu01FP2BgFiw1u8LKBjwKYRl4fMpHArIt583Is0yIqtaNW18TJFQee2iihhwHd1pLVrdpjkzavslxb5+AcOsrb1bza2dWrepUavWbdMrKzZqa2O7VqzdYs63tndpy6YmffQDp+onX3/fvg6Je74hIJBJdird3azE9jXq3jZfiU0vKNuxXrlUu3y5tJTLGOPN58spl80om0kpM/pg+bLlX3toCI/hbt2DCHS1dRqjbekTC/T8HU+pcdVmpbqSyiRTyqayRq36A375fD752TonGJAvGFQum1MoEjLn92BxXVbDDIHmjm49tWSjHn55vZ5a1qjW7qwS6ZxyvoACfr8CgZCiQV+/PIFXHK4XQEIKm46RMtdxRQw4PHDhYHktzTI/d0WSw2jb0tiqpcs36NmXluuRp5fq+YWr1NTcqWQqIyxxU4tMSzGHpMZWbW5srUh5XKIjGwGMsFTHNnVte0WtKx9S96Z58iVb5Pdl5FdWLCvk89PqNU1f+Xy0dqWcPyifzy+fP1gRoTGyUd33S9/W1KqVLy7Tk39/UK88Pl/prpRymZz8OQw1n4LwI9p/17qnePd9nNwTFkeguSOhR+ev1W3PrNTLa1rUkcwqq6ACwaBCEb/463Oq9c+j4qnvf2fNVlpTayqylVZFDDjGwB1yYPV+U1NNze1auXaLHnhsvu5/bL6efnGFOlo6JX/Aa33YVgg1STAbxaJ9JYWDCgaI54JDwEMgk0qoq3G5mlc9qs61jyvT/IpCAZ8iAb/8QU8J+3ymj8Ib5lYEOCjnRGsRYPbhU+3N7Xrhnqf18v3P6pUnFijVnjCeEr8/oCDeNTwijhX7MAOG9mid3Sk9s2SDbn1mhR5asFHd2aDCobAC4YCCNAh7hYqTLANBGr9NW1dGDGUod6iIAccs1Ka2fX8rra1NrXry2aW68V9P6v7HF2rrxu1SIOgdobDnHjHGW7mrzaW3LyLA+92xdakal9yljjX/Vq5jo8KBnKKRoIL+gOdty1PAjlr7IgsG/kwdre1a8fwrevqfj+ile59Ruj1pFG8kHDEGm6d3B650cz3+20LF43WLDbyc7o7hi8Cy9U264aFFuuO5NWpO5BSORBUNh3uMNr8ndQyF+ucRfMlkc6ZzKZPJqqMrpe5EWulsxjw4PVT5wfP0+oxhsy9zCrm+dG2bDp9Wo3IPda+IAcc6cK+u79Drj2jIr6995ntzS4fuf/xlY7jdcs88ZdoTUiQqxRgsTtcx7o/yW9v7DIDuQXZCoKNptRqX3qe2Ffcrs32pYrGwwrGw2X4F4Wadtzvd2M8J01tveuo9Hjol3A9QI/z0+ldW655rbtVztz2uZGu3YvG4YtGofHR0+XxCqQ7U68Y9jIOzCreQO0AGJzm/LyveEU6NkorflUjpoRdX6ff3LtDzK7crXlWtWDwiXwCPbY8u201KTHJIJDNi/O2YmogCfp/G1VYrHvXr8Mk1YmF/Jl7BJziTzycj2/yed4/v+yKvMHknNEQrspVWRQw4KuyAsfvmzLc7HnxO1/3tId3+4AtKt3ZL8SqpurrIkg39t1R2fB/6CJ1PbOJY4WjP29873u9+jWQEmPm3efG92jr/H0ptm69YSIrXVClIdykCrcShpMY7z+zUXMYo30w6oSwHQpNxcQXu+31RUI5kHgym7M/c8Zju/c0tWvHsUsUiUdXU1MjvY4RSn+zpz3gz3rWclEkz4SWjNJ8cuaxZSqS7q1sZzmfSSiW93hQrf5jwwHcOM/khT1bZOIN5HnfPnkWgozupX932rP72yDK1pvyqqa2TPxiWj9bibgRPKp0Rjpp0OqtDJtVo1sQazZpcp4Mn1Cjo92tiQ0wNNRGF/T6Nqo6YB7Pc4BN5hGyCYzbApfzDxrfXR+onHvDpE+IV2UqrIgYce6FOHrtvLdz36qoN+uON/9a1NzyoTau3SFXVUi2zbBGWfQKzKMmMEyQnM4shYxbJkSxxWzvU2ZUwt9kWr00DAu8rJLbP5D77EGjftkobX/6nti++XeFMk2qrq820e4ZIGuOtH1p5tpjnWctm0sox4zSTlD9cp3DdDOX8Ifn9EQUbZisnv+jOMPEKjLh8RVzINce7vnoabt86Wjp037W36qE/3KmOza2qrqpWiC72AuOtWLmN4sxkjVGG8mw4cKxGTRytyYdN1egDxikYCZmjYcoYjZowutdIs94Tq3D5DX8CLB+xjyreYvjtK+dWbmzSVbfO1d3Pr1XaFzWeN2YgMxGq34G1klgKq60rpUMn1+rMoyZqSkNc08dVa/q4Ko2u2bXOLzbU2/KKT45UKtXLK7hVKJdGIv6I3RUbOzVlXIwh72UNZU7OK1tnwgW/cnIAACAASURBVOtC3VcW8/3XfXP141/doiefWybRGK0fledx24WWpeaYetpjtI0/cKxmTB2row+bqsNnTVYsElJ9LKxp0ycY4BCE+Z4SS2ouWmXLpw1OyVokRt5ny6YlWvHwz5XYNFfVsYCqqmoVtBMUjEej2DN53lo8JjkMN59fwVGzFZv8GoXrpssfa1AgNtpMnvH5w/KFa+QPxwxX/b5gL7fgWDqdNsISjsGpQkVcLHd3bu8jsHX9Ft1y+Q165uZHpERW1TXVCog1uHY9QYE6z6Qx3BKqm9CgY04+StOPm2UMt3h9tTHiIlXFFXAgQhdYT4OhpxsM3sAh46VLpw2HgsGg+YRPVl7tfcRcCQoRWLBys/7nhsf0+NKtilXXmS53xm777OS6ghvw1mYzOXUkU5o+pkofO2WGTp0zUXMOrC+IKcMJyw0uwg/0FNywAVkTCoXMT6vPOAfHuDeRSPQactxn7x2pnOLN2bIdj7b3DlkcyvHZh2o5UutJg1WYm/eBSQydnd265i/36vJrbtfG1dukaFyKh3rcy/0YbhhsDNbEb5rKaOrM8XrryXN0wpzpOuaIqWqor9bYhhpVxT23cj7sha0NfkNaSM1hhSjn7MH9zpDLR3H4f9+w8D6tfvIa+dqXqyYeNos4s/glSzwUH+vmcYrOUHgQO+BkxaeeKl8wrmDdVAWrJ8rn9wRiv09fMOMhX2CiiOEWn5Zz1qBz/OoX0T1+Yc2Slfrr936vJY++rIiCisaqFGB24A6dpjsWC2OfBcNTiZSmzJmm111wqqYfP1ujDxynqvriKwXAMRusTLIyBl7YgBK2sgnPSUdHh5FLnHfGnEVpeH0uWLFZ37n+YT27vEnx6nqFojHJH5TwvBXpSTJd6smMJtRF9PFTZ+gtR0zQ4VPqjayyT5ZMJmUPK0uQJ/awHLLx+Q2P4EkkEjFcgS/2fDQaNbzCkOPACBzJRhwyffaBbhkRW/975LOlrUPf//nf9es/36+uloTXZQrRzSSFIkWghZrKmMvVtVV6/zteq09ecLLq6qs0bnStqosYbKRSaJhxzgpLS3yMNQIvBPHzW71cI56NYyK6f8MSAepu7Qs3a9VjVyucaVRdbbxnhqnPDPwtsLHMM9D1ScjmfApPOEk1s9+h6Phj5Y/U7fCMxtmbZSyT5xWBI/DF8gOBaflklavlDb+Jyz1WaHKOe2xcMnMc2wHyPfpjzaIV+v1XrtSKuUtUFYkpGoya8W79+d2YhJDBSytp7MwJesNFZ+rwtxyjsdM8b78tPPXe3d2tri52XfDkETwtDHDBKl04gfKFD/Y85zhsWjYOn8QhruNPIap79vf8FZv0vesf1rwV21VVU69gJCofqybYJULyigMvEqmMqiN+nfeGqfqP107TrIm1ZpcFoiEr2tvbjbxB5sCZYrxBxpBW4TXuweizvMOQq6qq6uWV5ZZtGBDfcgo+WVmWV+Rh/bUqSpnLX8SKeOAAl+6gkRqWLl+v/77sWt31wAvKZP2e8WYWL+znmdIZ01U6amyt3n7a0frqf56t6QeOVTSyo1cEwqIg+YTUHLwINlhSQlAr+CC2FYBc5zsHaUBugr1uhSTxXBheCFDXq5//p1Y+cqVivlbV1VQpyvpKeN38jHUsKK8RehllfQGFxx6t6kPeo9iEY+QPe7ubYLCRZiLRbZQmXEBIco5gP/O5YL/Dk3A4LFq6VhFzzXLOCleUMdfz49g0CkrrflYQgTWLV+q3X77CGG+18RpFAmHP89ZPt2k6lTZb9mG4vfGDb9WcM44z49tsEZOppJikgAxB/ljeWM7YePmf8Iu6zz+QTRzwiPNwCq7AHxQzHjnOcVhuwT3HoXxk98z35eu36bI/PaS5rzYqXluvYDhqFvo2xluB542lQNKZjMbVhnXxm6br4jfPVCToeV4z6bTaOzpM/Vre8ASWF/09TX91bvUffEE3whMm41iZA3fgDFxCHsFRrlk92F9+w+k8nXKLVrVp2oT4yNhKq7M7rcWr23XUzB29BMMJ1P7KsnTFOn3qK7/Sww+/JEWrpDBdnXY6daGWlZRIKRKP6MRjZ+rqyy7WoQdNVKiH7BAcYQbxrCuYc4RdCUvuIT4B4kNqBCXE5dMqYH5bIcyLAKmJ64SkgW5Y/Vs1759a8e8rFfe1qa4mbvYKNmPeiiwRkjOzArsUqp+luiMuVBXdpaG4eR720MVo6+zsNMqXeodLhXyyAtOet58kwj1WyXIeBUzrF2HJffCKgzzgLnHtOThGHJv+sAJ5HyzMlnWbdf13rtHyuYtVHatWOMCm2P0bQelESqGqiGa+5lCd/70Pa8y08b2oYIThNbGKMJ8TpdYp91gZBo/gCDLJ8gfZA1eQQ8RDMcOfmFliySsKHHJhzyGwrbld3/vjA3pyyUbVjBqrYDgmXyBkFpT33uM+vYZ88ftyOnpqvb513hwdNqXeNC5ZBqSjo9Pwh3qFB6VyZldPmi9H4BMHPIVDGHLW+Oc7XELfkT/nCSNF1xVtpO8KmBKvVcQDR2Fj4ZH3kjLT9NP/fZUefuglqapWCvYYb8Y90kfyXmzbOjXugDH6r4+/TRe++3WaMsFb9w6CQTRaDXzmC0p7bz5x7blin6QFoW0LGMFYzWzFMGuEBYzwJH2EMnEQlpb0peZRLF93rnwIrH7xTr3y0BWK+1pVUxNXLOxn20kF4FUBrZhRyszRyKTXq3bOhxSbeLwpiDXcLKc4aYUo33dX18Wuc7/lDvxByXKgkIkfj8fN93ylj2CFd04Jl48f/aXEAr1//v5vNf/heaqJVisa9DxvjHrbaXkQn8Tep3WTRuuMz75Tx7799aod6zWgkUEYWihAW+fUbzFO9FeW/POF99HYLOQPirW+vt40DlpaWkz+yCW4RRngT2E6+Xm47+VBoDuZ1i9velyPLViveHXdjsabET59AogZpsxYP/e4Sfr0mbM1baw3RtLqMuoYfTQU7uzqqSwf4Ad5NjU1mYYB+g4+0UhA/yGPKAdcsg4Lrg/XwBi4w6bWKFSB7UUrYsDFIwHNPrBquOJZtFzbmlr1X9/+rR66b55UN0qihdKf5w0vWndKs2ZP1k++c6HeecaxJs1Cw82SvWiGJZ60pCa6Jfb27duNkQahUbjE4RPSI0wx5AgIyeFM7BIhGNHRNr36tBbc+1NFM9tV31CjWATjzZusUNhtmsumlPVHFT/oHI069rPyBb1ZgdRnW1ubUcCAYTlhP4cCUH4aVsljuHHYRgKtXwxH60W2ShhuOX4NBf3+700mkrr1qr9p7m2PKhaKKcKWRsw2NUM5dryPOuxoadekw6fqrEveo2PPfZ2JgLzAaMOAypdF+XW+Y0qD/0Wa5MUBd1C6GPt4d1Gyra2txoijTJwjOP4MHu9S7kxnsvr7A/N006ML5QtXKRKtls+s82aN53zjzes2fdMhY/XxUw/uNd4w2pqbm41njDquBHf6exa4grGGV87yCdkDl5GHfPIbnhGGqyxiUEtzR8pMJurvWQd7viIGXCqd1dbmpA45cLDF2rP3NTW36Rs//qPuuOtpqbZO8rMNFoM7IXgfyU2pWBIkm9UJr5mtX33/Yp1w5HTvdM+gTpSgFZaVILtN0xpqKHcEJkIShQuJEaKQ3nriOGfv27PI7t+5tW5ZpQX3/UKB5DbV1fd0m/Yabzvyio3rFYyr+pALVHfERb3GG4aTFWKVrkObvjXWMNxoGMAfGgucR6DnK2Husfft37Vd3qd/7t4ndP/1dyiY9SsWiyjow3grgrXPp/aWNk05fJouvurzOmCOJ4/wxFNfyCPqa0/Ukc2DPGlMwh9rwI0aNcoYApbL8MoqXseh8nLHpvb0wlX6za1Pio2CakZXSSEW6WUj+h31GrOUM9mMMN6+8o7DddCEWsMZ6tEaSrZubdp78pNywGc4hJ6DO3CaRgF6Dv3Hb+uN25NlKyUvhiUvW9uuOdNrFfN6fku5raQ4FfE7diUzZuG6kkqwlyOxAvlV196mP/zlXikUk4IYb7b7d0cla9dze8vJc3Td/36s13jDmMIrtqeFpSUxeVMGgiU4RqT1mEByF/YsAp0tm/XSfVeqc/N81ddEVRVjY2hm7e08aSHLLC5/TFWz32fGvOF5o/4QUHhPEF57MiCsyZO8KQPfrRFHowCec6CkuUZZXSgfAmuWrtItV/9D7VtbVRWrVtAXNJ43xr7lB+qps6VdY6dP0Ad+/qle4433Hq8JBhwyYk8Hyx/kEvyxDdq6ujrTqMSIgz92yMfeKOOexmRP59fc3qU/3fmMVm3pVHVdnXzBiPxmrTe8bzvyiO20TpjRoK+98whjvFFWuGPrbk+XvTA/+ISsgU+2dwmjjQYC8odz6DiO4cglrIjJY2O9M3gLn28ov3esyaGklHcvW2lNHT/8t9Kism+563Fd/X+3KE2vYyjied7otC4guVmQN5vVKafM0RXffr9ZiJf7EUQIS+uZyINhj3xFsUJuK7DJFCOOli/k5kW0BB+O5N4jIO2FTJbNvUkbF96lqmhQ1bGwIiFvqZD8bY4ollmUNxhT9aEXqPaIC+ULxnqNN1q/BATYng7kCV8oA4YcwhGuWa8KXl44D8e45oy48tRQe0u7br/mRr0yd6FqqmoU9vV0nBZyAOONMbgHTdIHfvYpTTt2likAdYIssA268pRqx1TggfWe8b0YP+25fEOAuA0NDcZjQvnyG5hONu2I8VB+0QP2z4df0APzXlVNXb2RKX6GBBmd1idL+NbWmdQhE2t06buO0IzxNSZbdBpG9nCqE/iEnkMWWSPODiGivHDJyqKhYFeJe3l1DxwXq8jKHBUx4PA0TGwovqp3JQAabJpr1m/Rj6/6h7ZtafVmnBrPG963PpL3pp1I6ZijZ+jKb39Ac2ZPMachjvWQIJz2VoDckBdlS5kIjA2glYJihdyQnu/D6aXcW3hVOt+ta17Wqhf/pVgop9rqqDHe2B/QtAvyqMXMLrouqma9S/VHXCh/yKsvOEU9WiVY6fLuKn3KgFGQb8QxOB1ucd564YZr63dXzzYcry18+kU9dvODqo7GFWFLNLbHopu6QCaluhIaNWWM3vmtizT7jUeaR7H1hCyoFHeQc1u3btXixYuNQQ9PybdYfvYcRpw1CGhcYsQRuNfKJsef8rFxc1OL/v7A80rmAmahXm9/UxbK3VFHdaczmlAf1WffOluHTPYmvNAws+96+UpUnpTgE3zJLx8NSsZ6Wx6h44ZbYxIn+KvrO5RKl98bvmONlgdndSUyemVde5lSq0wyqVRaV/7+Fj3/0qs9i/RiuLEPHPnlaVl+diU0edo4XfPDD+mIPONtOIwPsOhAboQgbm9eQgJeuNpabzyDVbQYcM6Is6iV/7O7o1kLH71eXVuXa1RdtZlxGuod99aXHy91OtGuqplnq27Oh8wyIQgehJOtv77Ye++bVcJWsFNGzsErvDAoYbgF95wSHlo9NW9t0j1/vE1drZ2KhmMK4H3zBXYy3kwdBAM68q3Ha87px5lMqQPefRpqts6GVpqd7yZd6vzVV1/Vvffea+TLfffdp2effdZ83/mOPu8xBhzyEtmDwmVQOoYfvHI9BMWQG9y5RDKtmx56QUvXbFO8ula+QMQs1muMtzy1xri3gHI65bBxetPh3uLOGEFwiPe4XBwq90Q6ykU5re6lQUGDknOFXBoueg6zrbEVGTlCDLh0Nqe2zj07bmegdL/7wbn6v+vvlHLBnhmnQXn7GOWxnESTadWPrdevvn+RTjzKGyBsW7qlEB3CQbJyvRC7ek7yoEwYAShWAgIXQw4BT7mdkt0VgkO/tnnl89q45BFVxcOKR4Nm4UZ/wCcf7re8kE11KjLhBGO8+cNe1wXC09ZbXtS9/hVeccAfuucwIOA0RhzeHis4OT9chOZeB22ABQC3J27/t55/YK5qYt7m9EGzQT3NyR25k+js1gFHztAZn323AqGgMYCs8Ua9lCNQ3yhfDrxmHMgSyrlt2zaTBYbX0qVLjbwhXn+BtLgPpQuHCHCHA75b/sAlx6H+UCzt/OamVt34wDwpEFEgFJU/GJLPv7NjojuV0czxVfrUmbMUD3v7kFIX1Gm5OESJSY96LWeAT3h1LZcYl0uDgHM8A/kNJz2H6D9kJG2lVRUJ6tCpnlIqZ8WVK62u7oSu/P3N6mjulOJ13qQFOqpzBetysYRyLqcz3jxH7zjdWyokX4lBpF0FhB5xMJ74jpCD0JVUcuQHeRGW5Am5MeAoN+VACBPHHrsqv7s2MAQ6mjdryZP/UC6xXbX1dabrNBTs2SYrL6lsOqlcqE7xGW9TsNabqk19IXyol6EE7kcAw7XCOoZ3KEgOODKYAI8QlHRd2G56GgzkyWHLX5j3YPLan+7ZtmGr7rzuVgWyUjgY6lkypEjXaTKp+smjdcYX3qX6iV5XJO81h8V+KLiRBnIDfmBYoQytvOLawoUL9fTTT+uss87Sv/71LxNnzpw5Rq7tKl/utUYc6SOH6ErFMwefLF8LebSrNN21HRFgB4XbH3tZa7Y0K1o3Tv5QxNttwcw87TPsWeutKhzQWcdM1BRmp9LJ1LMEDPgXBlv/hed39Ru9s2HDBn3/+9/X1KlT9dnPftYMuxioMbcrTsMbZBDcYYKM9cLBLcujXZVxT16LhJCN5c+xIsuIlL+Y5U3xxtv+rSfmLvJmnJr9TWk92unVeXml0po2Y4K+84V3mJPWMOIzn1goRPsbsvOdA+HEWBG6GCDxa17zGtPqzMuh96u9jxP534v9tjfZeDZve57fGIoQ3BpsjFliFg8K2CpaW87C+2067nNgCGxe/bLWL31c42pjioXsem+e/6T35e3ZIis+41RVH+zxCqGG8Wbrc2C5erGpU+qaNKh30kOp2wYDQg7FiTFvB//C43wFXUq+pA+vEZwIabovyINz5GEFp+NUKWj2xXnm7se0eukK1UWqFGLWae+A8z6pz4SXQDioo952kg466VBzM4oX438o3LGloM6ow/Xr1+upp57SsmXLDJdIG54w9g2P2+TJk/XII4+Ya+9+97t18MEHG+Vp0+nvk/ThCt5CloQgr3Hjxmnt2rXGgIC/cBQOuTBwBBqb23Xzwy/Ix1Zr1nhj144dPLis95bV9LFVOu81Xo+S7TodCoeo2/x6ox7hDHzhmuUWefQX7DX0qQ39lSmfS8gguIRsQw5ZR4WVRzatvfVpttJa3aoZk0bKVlqJtBavadMxBw+/rbQ6Orv1pxvvU3d7txRlX8ke483ULuTqEZiZrKI1Mf3mhxfrsIMmmavWPQt58gO/80mHIKKr6de//rWuv/5608WAsnvDG96g733vezrooIMMyfLT4LslcOH3Yr/z7y0sD9c4h3C3XhI+cTMjPHnRIDdHsXvz03bfS0Mg0dGiZc/9S0p3Kh4bZbpOzdi3gnZBJtWpUMNhqmHGqd/bbgihg7AbTF1wD9yCf+vWrTMekrlz5+rFF180irixsdEY7XRXjR07VjNnztTxxx+vE044wSheFClKlfxLCeQHT+ERHhQ4hACFa7wfTgmXguKOcbo7uvT4vx5WIOdXyB80+5wyccGbvNAXlyWPxh4wQWd+4TzFauLGSwZ3ChuUfXcM7Bs8WrRokX76058a+XXiiSdq1qxZxnNCncORM8880zRC4dL06dONIYbCLDXAHxqRcAV5RMMSbsInZJQ14PKNgVLT3p/jobmeePlVrVi/RcFovTHi2Ki+b903Dx3GYUWC0tuPn6KxtVHzLvPuDoVD1BXvvW0skhNG4YQJEwx/DjnkEFPX8CdfTxbWF9yw9b6rePY+OAmXSJf84RONGZ4HHg0nHRcOjiAPXMDvU01seDr3brz9YT0zb7GE542Dli72WL5RxtuQyejsU4/UyScdYvgCURCW+UaWJVLhJ+RhnMjjjz9uBCHXIfRDDz2kD3/4w4bUVhEW3luu3zZ9CA2RrQFHdxdlQVgTxx7lynd/TWfLusVat/hR1VR5raxQz5pv4GsD3MnKr0D9DIXrvK5T6y2zcQbyibCjXjdt2qQHHnhA/+///T/jOSlmjCHUNm/erAULFui2224zxtfZZ58tPCgnnXSSSQdelBpQ2rwPKF/r1YNbfIf/PDefLuwegeUvL9WK+csUCoQU9Pes+Wb8Jn3cQaH5QwEdfvpxqhtXL0QUMgmlmc+x3edWPAYyAi7+/e9/NxF+//vfa8yYMTulT17wmIPvlKsUmZifK/eRFwuyki8eYbjD86CIreK1yjz/Xve9OAJ0i97z5HxlcgFFQj1rvjEuMU/+cCfbZY2vD+udJ3jyB8MN3AcbqCsC8gfjHz5Qv7bu7BhJ6pW8ihlm8IfryAvue8tb3mJ6rHbHLcs/dByNSWvE4SlGLqLjhgOXGAPHkDKMuHKHikjYWCSgWVO8fdTKXeChpNedSOqWOx5VZ0uHFOsZ+9a7XVZeyrh5fT6995yTFIt6SyejrCw582IW/QqxIGWhQuQcaVhyF715gCfJq7/ANZQ5rV1rsCEsbWsXclOWXaXRX9rufB8CmXRSaxY+olRXs6pqGfvmF943cM2vHca++eMTVTXzHOPppW4wrAbDCeoNIUX3PJ7e22+/fSdFincjf5o9StIad+wz+Oc//9nMJvzIRz6iiy++2HRnYZiVopCJA6/gEzyyvEIZIIgtt8rJ9T7E951v4PjAP+5Rd3uXqoJ25unO72Q2k1W4Nqpjz32teXi6UzGCuH8o7y8coo4wvOfPn28anhdccIHxziIn4Esx70wpHNlVLZEm3MdrQiMA+Up+yCkOrhMcf3aFYt+1rdtb9dyC5crhwWWcM943ZjAb/eBJIfZTDvp9OuPISRpd6+1Jy/taql7ry837Zo2jG264QZdddpkmTZqko48+ulfGEOvYY4816WPc9RfgIGW44447jMPjl7/8pfHuwrFSeIaehafIHfhE7xfPRQMBHu1tDtHYYhbq9Inx/iAY9PmKGHDJdFYbm7o1+8DhZcQ9NW+R5r6wRMr68rxvWMX5alZSOq23nn6MjuvZlgalNpCWLmSia4qWBF1YeEgQkG9605t02GGHmW4DyA/JSLeSgRcYQYky50XhE2HJM9nWrjE0dmEIVrJ8+0LaHa2NWrXgEcVjEUVCAYV7Ji7QBdYbcuzAllF41MGKTzrRnKYO4MpAFTDxUXL33HOPfvCDH5iWr80HAUYX6VFHHWWEIC1TBBscgIe0iF944QWjrLlny5Yt+vGPf6xXXnlFX//61809pRpxCF2rhBGW8Aujjk8EJxx33LI1U/wz2Z3UoufmK5fOKhjG+2a7Tvu4Y4w0v1/HnPUajZk23iQ0WO7YUiCPqD+WBKEOqTPGvMEf6o6JCnCTblIaAcQpRZna9Hf3SVq2AQBHkEt2Rxm4BGc5v7eV7+6eY7hcf3rBCrV0JBQI1cjvD2H59njfLI9yZi9Olg457chJpnueekYXGH7ly6oSHop3mzrCeLv22mvNJIILL7xQn/nMZ4xuod6Iwyc8g0t85gfytZ43PL4rVqzQmjVrTHkK4+bfl/8djpAOjRm70wf8gUtwmfS5vjcD2bMO3FEz6xSLlLckFTHgupMZrd7srUVW3uIOLbV7H3xGjZubpAiLDONe7nFpWo6TPHXdldR7zzlRMw4YazK0Ld1Sc6dFgOL8/Oc/b7qnnnvuOc2YMUOnnHKKGZd0+eWXa/bs2eYagguSQ/D8MQSl5lXKy0ccjEXbusVbgtsZoW0FJS+bC4NDoGnjq9q2YZkmNkTMdlnBQM+WWfK8I7zAuUxKvugYVU0/w2SC8LRKESFUaiAu9UaXxaWXXqpVq1b13gq//uM//kOve93rTBcEdUo+1D8c44DLS5Ys0f3336+//e1vRmiSwM0332w8xj/84Q9NS3p3DQsrOOGV7TZFYMIra1yQP/Ect3qraKcvS55bqK0btijgD8gs9mwG8Pt3mBFvlJnPpxPPP1nVo2qVzWWH5H2DB8wmpXH5hz/8wUwisDKIups3b57hCsrvvPPO6+UTsqKcyhCZxzuADMQLh4eY38gnq9h3AsydKIrA3AWrlMzkFIyFpJ4ts3aamJfL6qCJ1Zo82vMEJZMJY1QNRP6QOVyhfv74xz8aL/5HP/pRvfzyy0Z+wFX0DN2YNA6RD9TnxIkTjYGFXEE/wiPS4Dc9CDfeeKO+8IUv6O677x6wHiStfC8c8pFA2si/Uo3BosCW4STSvVI7MVTEgIuFAxVxFw4Fy9a2Tj37whKlO7qlhhqvheINftsx2UxGBx48UYfM9CYupNMe4XaMtPtfCCcUGuOMmHJPS+fqq6/WLbfcYlq9zOQ6/fTT9b73vc9cmzJlipncwH2lekAoRSkvH3EQjJQHZUoLBWFJPrxEnOMlKCWt3T/5/hUjk0lpw7Kn5VfG6zo13jf1LCnYZ5ixWb2/ul5VU99sALKCbKBoUV8vvfSS6bKwxhsKECH68Y9/XNOmTTP1incjv075TkD40s3B0g/Miv7Zz36mf//73+banXfeacY9MdEGIViK4INDCE+Uu23xkjdloqw234E+5/4S/4k7H1aio1tV7FXZ+7fj01N1DQeM0Si7bEjCw3ww7yv1j1LF64ocQPGuXr16xwx7flF/1O9dd90lGp1446jrcgTKDjcoC1xBBqH48ZwgA+EeRz6Hy5HvvprGouVrlaKbHc+lny54f8/ak54MovvUp5xOPny8xtWxzSXYe4bUQHgEf6gnjDcOPG7veMc7jEcfY+mxxx4zfEE28ZtAHdLIw2mBLjzySG/nEGQgDYi//vWvxng7//zzTTcq9T/QQF5wFTmE7IJPcBWOWy7xnAN51oGWob/4tM8rtRdqRQy4UNCvcfXe2LH+HmpPn39h/itavmq9FKJcduapXfetT9EqkdI5Zx6now+zg8w7S1JkxZ4HgnJAImYIQlQ+CXwybgllisJjZXNm7dDty3Ci9gAAIABJREFUyqwdXhTutUKsWPqcK1XAQXBrxCGYITqE52WE7BwuDByBVHeHNq54QeFQQKz5Fgz0rPsGpSytGMsRiCg89gj5g97ML4RLqXVnS0Ud4eG68sorjQeF8yi/Sy65RJ/4xCeMAcV1AvwhvhVa5GW5hBeO63TpM27lm9/8pmn5ch8tYTh50UUX7VZZkzZpwiPrNSFPGitWCZOvC/0jsGrpCqUTKQWq4sZ8M6Mm88ZOgh9brk0/YZZqxtabhDB6hhKoI5bvIGB09xe4hmcMuVQpY9zKSNKHy8gl3g3r1eU3YW8o3v5wGW7nV21o1IatTcoZo413HlluhU9faeHSgaOrTOOS72A/EFyRGdTHX/7yFzPZBY/ZBz7wAfO+IwPQb4zJZVmZt7/97Ro9erSRQVzbuHGjmRlP4/DUU0819910002mF4CeKow36n2gZbLc4HmswZiv3/Ll0ECetQ+1oX9DBC5b164DxsYULrPFVebkvIftTGS0dG2HWX146I9fnhRenP+KNmxqlMLhnpmnGG87k1zpjA6ZMVHRSMhkDKEgx2ArH9LbezGW8gOClJlezAKkFcwgYl4ClCHKFUWK8WfJibIcbKAMCH7SpkwISJT9cCD4YJ9pONyXTHRpy7plotES4LCTF/KUcDabli9Yq6ppp5kiI2gQVgMNCCa6GOg+JcCfD37wg8Z4oz4xzDhH/ZI+49oY10QDgWUfjjjiCGOwEYcyYGixrMi3v/1tM0P1+eefN0Y+reI3vvGNOuCAAww/dlVOeAWHOBDu8Iv8yN+2hJ0SLo5g0+Zt2rJhi3xsa2T2PGUEnOTD5u0VTZ4BN/WomQpGQsrJW87DypT8lK2sKXYtPx5cwWhnTCRLzvQX4NN73vMenXvuuUZeIH9sXfZ3D3FKlVOUk7goeLiNfCR9flu5xHX46kL/CLy4dLXauxIK2K5Ts/NCL4HMjUaH5bIaV+d1LzIpBoxLDXCL+sHp8J3vfEf0GDF+kiEX6BVWXMDrRoOQuCziy0G+/EbeoMvoWv3JT35iFoEmvf/6r/8yxp6VIbvjbn/lJR94QyBd8mKiFvqbvOERaQ82/f7yLeU8r3Nze8qMQSwl/kDiVMSAw12LETecwup1m5RqaZdqRuGf6JGQRlz2FZMZorUxTTtgjDlHxQ+E5H0JecoVwQOBEJQoNCYwsGgl5xBUhx56qOmWGD9+vDj4zSKajE958MEHzSB1urkYlM5aWxDTkhHCDjSQrxWItHYtwTlHehx7g+ADfY7hFH/b2oXq7mhVrMZvZngxy6tg1yzjQcn5QwrVTTVFZ8o/9TgQrOES9fXPf/7TGF4kdNxxx+mTn/ykEVbwizjwCqXMoGAGoqOEqV+4Q2OB7g4GGyNoEXgYW6z19bnPfU5f/OIXTdc6Y+RYZZ+WMeXcFdd4BnhF/uRtxzJZJUy+5I8Qd2FHBFg6pLO5XQF/kKkLZgIDn17wrDjvNfdp9AHjDV/AkqNYsPJqV/Vl72NiAnW2q7ikx2QsBoczQ7S/fG2afMKBgdQ1+cMfAlzhgJOcs9wjzkDelfzy7A/f12zapmSKSUMRb8N6HBPGOdFnxKGTj58xWgdP8NZm7R5gA5I6pQcHQw3ZcdpppxnDjUYicoY1Ts855xxT99QdSxblc4v7MdIZNgSXmIDFuHB6nAjcMxDeFKtXdDXpkA+NR+RwNpOWXznTM2LWxMu7kXermA8nL0pZvtplRGjklztUxIBjD8jDhtEM1K2NLVqweKVZ2029rZM+cveCmsro8KOmacYUr3sBJZRPwt54u/iCoEGIIRzxqkFuZv3hUaPlgauYl4BxACeffLJRyqy9xOK+KFLGMPGC4JXj5SDuo48+asYscY6xc7SgIepABRvxKRfGmyU56UD8gT7nLiDYby7lshltWbtQfp83PT/ArLmdaIUi9itQPVHB+GiDDeMqUYYDUUooNgwz1nEj8JulPxgcDE9Ji3O0kNm+hhldhQED8Be/+IXx9NKKtivoU/8IZCZB3HrrrYZbrFmIoYeiR5HuLljljhDmuzUmrBLe3f374/UNq9Yp2e0Z3tSfd6BVvLlUUAljf9ysKRo/c6KBCG9HsUYl7zNdUhj4GEC7U4bkRTrM+usvUI8/+tGP9Nvf/rYkDpAOjU3GRWHIl8Ib5I6VZchNZBPLQHCO/J1c6q92+s6v3bRNiWRGwSpv5mnP3i95XlzG2mRVFwspEva8mekS3um+HLxv8IV6eetb36qvfe1rxhD76le/qre97W1mQhWGPvykzuBXfrD1aA10OMqyIf/4xz9MD8Lu+JqfVn/fyYMy8i4Y50kmp5b2LmX9YXWkfepKSe2JtFo7U1rf2KGmjoReO2us5kz15HJ/6ZbjPA37AkjKkawqYsCxfygb2g+XsHLNRq3bsEUK0i0KsXZuoZiyJlI6+cTZOniGN1XftlALydjfcxEPIuJKZkwbnwz8/djHPmY+IThdWcwSRDhdd911ZgwA4wPwwDGDkDW5GJ+Cx42V0DH08Nqxdc3vfvc7Y+CdccYZ5tMqx1LLR7mt8Kec1kNIWTj47ULpCLAsSHvzVslPNwF1T+98wYuKZ9MXULD+IPn8YTPJGYNroIG6YTYzM7sIGPt0cxIQXHQZYOyjcIsZbyZiT/3T+oWLLEHCJ5ygxUpXGdcQwitXrjSeYFrWu1PEcIc0KAfpcNg1xLhmhbctg/v0ENi0ZoMS3QlFjAeuD5X81QMZ/9YwuUGRKmbO972/fbH7xoc98cQTprFHXZQqE6if/gL1xvpdpaZFOnheGBeF/Nodb2y+xOOdgDcYceTHMzDbFq1XDuVu89oXP1vaOpSme7vX65ZvPHl6OJvLqbYKw8bzArGO4GACdYGBxPg2dBxdooxrw7GAvuTargLXqWs8uwzfQK/Ry4Se4/6hBitrEumcHpi/UQvXtijhj6ozE1RTV04d3Vkjg9lOjEWNGbtcaQMOU2jhqjbNnFxlJroN9Rnz76+IAdfRndGSNe06bpY36DY/w73xvbGpRZBckLeX5JTE66boLVMmo0njRikc8qbLD9RAQskyrggvBmT87//+b+Mhsa0O9kVlxh/jkhjfxjZbGG8EJjWwrMOb3/xmM74ABYgg4148JRzM0MKIY8kHNgfmWqlC0j4jLSgCZeVloiVkhKWb8WUhKvkzk0lr6/pXvTFMPYabEZ12bkwPw3iBMd5oN9CVMdA6o66YNYxH1gaMe4wvBBZKD24wfjI/jo1b7JOZhQwmfu9732ta1cRh7Ti8vxiALDFBVyp83J1gtQqX57JeFN4D50UphnzfubbWNmXTGfmDjI3FbMtXvF48jJja8Q0KRbzxs8W4AwcwxD70oQ8ZpWjHQvbltPM3FDHvPh4QjK5igTgsI0JjwcqNYvE4RxngAeMsaYAWK2d/9+afj8aiqq6rUSDqzWDG0EgwXqs7pXQypUwqo+62TlU11KhuHMNhXGht7zSeWvbP3ZlBPUIIr33AX6SHYNf4Uae80xxWDnAOPiBD8LhiiHENPbK7YO+Fr/RKoedY0ojhIPnpwz3yJM1SuES6pGnLkMz4NHf5dj26aLNqR42SLxgz75nPzyQPNL9fHamMWrsGZ8ju7jkLr8ejXr6F54f6uyIGHDPx6qt3bYkPteADuX/12k3atKWJARre+kr93ZzNqrbGa+lChlKIk58UJLItSbo76eNHGTKuDWOJqfu0WpjdRQuGPAjchwCEwJzjN4FzlIGDcwwcJV3GyBGXFutAgk3P3oNhwIto8+C6C6UjQBdqR3srFeWpX9MN1ne/gZM14BRQqIo1BanXgXukEGZ0f7I9mw3MVMaA5xrcwoBD0b7//e83EwmoSziDIYbnrrCrjAksbFjO3pZ0yRNoFeMxhrOMd0Gxk34pgfwK+Wx5xXlbnlLS2l/itG5vNe+fLxQvqniZsJDL5lQ/oUGhmGfAWYwLMQJrloahYWjlR2Gc/N8oRzj18MMP79KAYxIDY5sw9koJlM8a7qXEt3EoP4EZuWteWq7mzU0KJn0K+0NKtnerdXOzOps7lOzs1sZX1ulNHzlTb/v8+fb2/frTe7/wLPG3c+Ac79/4+pgiQa+XxeK9c+y+M/CItDGykBEcVt6g05ikADfQZ8iLgQT05NSpU43njslT5IEcI1iDEdmFjqJ3YaAhEg6KA1XKguqszeljglnPGJdcztOxNKgrHcjykANrzBqh5c6rIgZcPBLUQZOryl3WQafX0dmlLO7ZUMzTob1euLz2CvUYDirUQ/BBZ9ZDQLqh6ONnuyJml+LpsEoUUjJbjy4wxixBZl6MY445pnf/wcL8eQFLbY0U3pv/mxeSl5cy8MLYNK0C5rwLpSEAZt3dHSYylMpjU28CnkhlDNwEc457OAYSEKR4tOCUDUxIwIDH24IXF/4wI5U6tXlwDuFHN8V3v/vd3vFzNg265hGSBx54oOEE8enitwEjrxRjgPg2T76TDr/hGXzzFMzAntmWYV/+7GYbtUz/XZhGG9M9XhNXoGc5jV1xx+JdCmbUCUbZ7hQ5ipnGIkbZrvK2eZYSx8a1n9xj72vd0qz7r7lVrzy+UDWxakUCYYV8LHPE+mbeG9bV1qHOJu+9s2nsz5+plDd8gdnMXq/SzmiAb208LPYpJw71v7uALGHIBjNNqX8MLpYJYT03eoy4jreV930gwRqGGGrIG2Qb+SCH0D/oTYxDuu9plDBTNZ8j/eWVHwcnEuPOCPn/vXu9YS6ZTE7sGlXpQK1s2Z7QtAkxlXvQWkUMuEQqo/XbujX7gP7XGKo0aPnpG8WXSErhXRiV9Ic31Gj0KK/MAxGG+XnxnZYKrVs2F0d5QlhIbo0jWhuQFG8aa+mgSPGeMLaNl2SgrZnC/Hf1G5LzbJSFctmXifMEPjnnwu4RACtmOdlQzEQBVow4f8jjHsN6LNb2vt19Uh/5fMR4gyd0xbOKOcIPfuXXm80DXn360582a8UxY9V2U5Cn9b7m34dQtYE886/Z88U+yc/mCbf4nl9m7uFcqekVy2NfO5dKZbylBfDAF3s4unpyUjje52m3GBeLzrndXbf3lRrPpkn8gdxj89ndJ3wgXWtQ0FUcZVu2aETx6rjCgZCCCojuQRsSHV1m6zH7e3//NI3ELP8RNvzPmkV7+3CBXfQSDDxQL3j30aE0BtFNvN80HDHgkBe27gaaOvKBXgQC6VpDkIYjMo3GJbrSyoyB8K+jK6nO7qSZYOYZtQjenUvYz5u3c8QhnOEdXrGxQ8ccPFK20kpltHbLwFyqQ8Bnt7eaVu7uWhyZjMY1jNLoes+AGwhZihUArxoEJUBAyIi7GcIyFo5WBzMIWTCVlyCfyEPNu1h58s/Z9AN+v+LRsKLhoGLRsIK7GYCan4b77iGQZvp71ttnEFyNHZwnKBiEbgZih2t6IBt4dyLpIjwRmAS65pn0wqK7jKPcVWCcCt1qDBKmtUxjwQa6TOn+sDwlHwSmDaV2XVglbNOxjQMPD0/xI+StgLbp7++fPrPgm2fge+o3jzjGGPMMsmiN14VkVHMZu6OpE+RQfwHvPEa+VaD9xRvKeTiSn34sHlOsKm6MOnq5DIeKWR7Fzg2lICP4XrrZMdrEp2kh9hgrlk7exGa1dSaVyeaMF66Ud5G6ZzIKE6OQBcwsZr9kjDecFLb3Jr/+BgIjZSAN7ic9+IgMYXciZtjjhUMvWrmyq7ThCekhewh8N88IBvbYIQEPKyOvdzhf/h/4Q6ZNYJHq8pO2r7ldxnLHwkEdNGkX3q4y5lVKUmm8JNmewYqmMi2z8+42232wfowHCYQYbICITIdnkDmB3wwWZnVqlnhgcDhjCPCOWNLRwoGog30ZBlPWbdvbdPO9zykcjSkcjntjtUK8AH1ESyTTmn7AGJ1z6rGDyWI/uKfHg+A1fj0Dboen5jqz+D1PHd/hw0AC8e16XNyHkcU5vHAIOBoL/QX4xdg5+Fw4ZhKjji4MBDWCDw5aA49GRf44zf7S53yh8OQc5eO8PTi3J7m9q/IOl2ueXvFMN+M5Md4TfAIFsifvJ3iWI1A/KGWWimEmIfKI8bnIICazMEmGODQWULLlyrdY2eGFUbZ4Yjo61dXe2dtdWiy+OVcmHPpNfwRdqIpHRWM8l8vw4hlDbgdB1DNkqCvpeXwDKm1/YuocucDEJuQBnjHOwQfGYyN38sfllgoZaVDf8AtPGzykV4HfBD457ELi5FdqsDKmo9vzwNnfhfdDn2jQr3ik8kOG0KYTG6JmLbrCcgz1d0UMOLYUaqgdPpMYDEhG7tEUsQKQT44eY8XnU0trl1rb+8YZDRZcuqloudBawUhjeQf69zlY041B5XR/sW8cBh0zeSrd0rXPAqEtqddvbtblv7tH6P9cIKxsLmD20bNx+Uy3dOqU045yBlw+KHnfGQPrN8ZbnxfOXrZMMz6WtDcI3OI/EIWIUsWAw2AjLF++3OzIwJqCX/7yl83abv11u5MfwpeQnyezBVlEEwFtDUCWvWH5EAKND9YkLFV42ufiXu6xwtgk5v71i4Ax34zh1mO2WcOkZ6UjcO1o9rxkzFK1iq/fBEu8QP3QyGT/XAx7JrSweDhcY+mYb33rW2aMHF5fy48Skx5wtHzutDW1qLWxRf5+xuIa5R8MmF0pBpzRPnpDDduw+fFRsOg2DSc7ocGbXMVjY8O1diWVzuRk2uglYgHe1L81qviNrsKAw+hiL13GciNH4E6pgYYnDQeMQnQkjUU8e3DB5oUe5TvnSgn5PGpq7VJze7fZGafYvSyrEg0HVB2tiAm0Q5boiKVr2zRlXFThMi/mW5HSd/YsI3LoVNtttMPz7IUfEKDHRWI1rilFHjGYQZpm54W+bs/BFhQiQ6Zjjz3WtGBZB44xcWxZxFpNViBCXsYXGKHUM5uQa/yuZLAvREtrp7au2CTFq6VgRPIFvW3G8jNvaVdb+9DX58lPcl/5ztpvcbaO6hY7sInx6NCL6rM1aLDO5pTuavYe2yhmz2tXKg7wASMMjxldnnR7sSAv6yexnAzcuuaaa3abnDXG6H5l5wUGCGP4UUYEJQqc5UoIxOE6wrqUQBrWi2IFfin37c9x7LZ2mVzWjIWjG6zQ+8bA/eYNTWYJjWDYW6DU1mM5sKMMHDQ48YRQdyhTfsM56h9uVDpgABAwVtu3t/VyqXBpFd6FQCiww7jASpdtuKdfX1djBuznMmnj6TeeOLxxCKIe44ePTds7xfj0WNjbbm8wz8V7jn6jvliGiJ4lhgYxK76/RmRhPsgJjieffNL0ADDTGe8/PKN+B6v/KJttrDa3d6kFA86PTkPosoQYJfF0PnlEgn6DRWH5KvG7rQsvdvlT7hsZWsa0sW73xOyOUotcFY9J0YhZjdrzwPVo2V4125NS3jY1EBRCDCbY+yAlypWttCA3LQ5rvJEuY+DoumALo6uuusos/Mu99v7B5F3KPZbkm7ds93YVY4fdUJGDGblVUU0c73UFl5L2/hXHp2AobAw3WrbMamKBSPifL4RgUS7rGUIILvDPv14KZvCGBaDpViAcfvjhxsiiy5PZWrsL5Aenae3+z//8j9lSyypnvCx49ZgRbct1wgknmCVFSm1V81yWt8lkyixe7A9G5POH5GOhWrPB9u5KuX9dr6qtNvvnsiA0ppvhDVzJEztg2t7YYpbXAB1r6JQDKeqM7njWD2Q3GJTwpz71KbPSPl1jyKz8ei1HnsXS4BnJh8AOAXiSWNHM7gmbB4cxStgTNlw18KUliuW9L5yrq65SwGwblZIw4owhZ2ZLeY4L85A+bdzeoVSPg8KOuR7s8yOP2IGhoaHBrF9Kw6+UNKlrGgpwi51lkF80HC+//HJdeeWVZnw46VhZMpDywSGr2xrbutTcwS4nhkk9yVgmIauzqo+HNKG+8jxiMuxhU2sVCpXf3KqIB66KrbSGjfdNqqqKyRcN5w3wxBQuMIdDAbWu26qNWz0PBAQaDIlgCkIWxcd+khhmKFhWJ2cfSlq2dFXRJcaWJKy1xfY3KFMWNITIeFp2Nbh4IKQujGsNU1oDGzY3ymwtZruRCyMTKRhQbXXlSV6Y9Uj4TTdP3ajxalq/1BhuGHFmCEqBw4IujXTHVvNIPl/fQNuBPCNeF7Zbo9WLEffTn/7UeG/pQsWru6uAsMXLQpc+XaeMa8JQI02EJV0V1157rdmcmnTwvjFeE/5bg25X6ROHuFYJJ1vWKLV9o3LBycpEs8rF/MoZSeOtN7ertPana+MnjVcoElEmjdGf7fG/WcXbty5NKpHqXW6kXAacrS8akOwIwz7MLNpL1zlb/7EFIN/xwrLKfqlcGGr9Mf6tvblNMYz/XrlkFS/dhFnFGqpUP354LBI/1Octx/3HHjZN1fGwmtoZuuB54YwgQn7nvZuvbGjV1tYuja3zJkQNpU7xlqHDMPjtfsx85xyOi8KGH3lhXNFdzzANDpYjee1rX2t0HTKICVfII/YMh+elev8thsgfDuTRqo3b1dGdUkN1z+L9Bc4YGtuj4iFN3AMGnC1focnRe34IXypiwNGS7E4WaLEhFHKot9ZUVxmrv7Ot2/PCMWPHoGkNOU9AwPftzR3GOodAViENNH9m1DA487bbbjPj3bgfIw2if+UrXzHeDoQiOy8wcBjCE1gnjpZMuYR0sXLzIhG6uhPaZDxw/LZHgVHL+K5QQKNq48WS2u/P+f0B1dSNNR44PM7JTE6pNEYc3hR5q55jBGXT6tq62Hz6/d6q5gMFD6GEQPvoRz9qulHhF1wqNN7o/oJPjCexgftQxhhlBIQvh51J9oc//MHMaLXG2llnnWUE60AEaP770rryIW177gblxkxUbsJ05cYfpHjdeEXqpylUe4B8waj84Vr5I7Xe5tu2oPvZZ019nVnfLZ1KesabGb/E1mu2o0fyB/1a/fKr6m7vUry+2ig4azAPBS7SgAOMZfrEJz5h9m3mN7yhLuEGk62QT/QQ4LlFyVYiIGfJk/ybNmxTFzstjIl7PV+9RpyXM3FC8ajiPcs9VaI8Iy3N1x15kKqiYW1u6lSOCSdphuHQZZfxjOCexWzZ3vLJxZt16JQGBYMBY0zhCbM6YSDPjTHGECDGwOFRY1ksvLkXXHCB2ZmBPZQJ1Bf1yyfDhRhryd66rI3KElqXXHKJMeA4R8PxS1/6khl6ROPSyqNSykUedpLW+m0tWrx6s0L0KtF1anoHdkwlk80oGvKpNl75sfrogkWrWnXwlCpFw+X1wlXEgGMM3NK17TrhkOHRSmoYVae6mrg6WxgMTAvXtnJ75lebuvWZhXznvrhcTc3tGju61ggxvBcDDbwQEJaXgwC5aN3ySfcVQpKFfVkUMX+Fc14KurMGQtyBlI1yWTd3e0enlq/ZhLswb2JHAbkyGVXXVumQg7yNtAeS1/4QNxAIa/z0I5R59Bal0llzYMghKGkMeC0un/zKKN2+WWzjQqAeBqOE4RQ7JbATRzHjjS1tvvnNb5qdFPDkwj9awvAK7pEnv1GWjKVj0/A//vGPuuKKK3o9vnjoMBK5p9SxVqRNfEI62aWu7WvkzyUUyLQo1zhfyY6FygZ86vQxwiuobKRBsalnavRRFysQrTX37Y//Zh9zmGK1cTW2dSqTyyitrDKMgkM+seVPz6SFTcvXa/PKDWqYMtbIB2vsDBUz+ITyxWCHkwzxYOkG6h3jnYOGAvEqFeAOZeCzadNWLXlmvsKRsHl2vNV9pqxXAspWO65eE2d7QwkqVa6RlG5NPKoqM0QorWwmpWza60pVjkkN8MiD0ef3a822djPWOxIK9L6zA3lWZIg1lPDas5QRG9vTEGBc7qWXXmrWN8VzyyQHuIoOhVfz5s0zXaTIMMbvouvgHdtD4uDAmDv77LNNQ2EgnKNM8If0CMvXNWr+qxsVMTyy24t5jguue7I5a7pPx9fvGedETVVowNuYlVIvFTHgmIU6utZboK+UQlQ6zpGHz9TMaZO1cfk6KcYkBXsEPCVrB1sEA1q9sUmNPQYcSskq21LLCJkgH54QXMR0RfAbDwh7pC5YsMAoTxQoLmfOMUZuwoQJvQv5Wo9cfp75JB1omfLT6TPgurVg6RrTOvEGePYRvDc+649Fg5oysaH3lPuSh4DPp/px08zYNzxviVROCTMOjq6enAI93fAMRE91b1P39lWKjppujGgEG3U6kEA3KC1eBCYDgPMD3apsTk83PV5cOPeXv/xFtIRZB84KXYQcDYhnnnlGN9xwg/EC20YKXmE7c7rUFjDPwHtihee2NS+pvXGtwuGYWT0/EAzI37OFDZM+zPjYplcVHHusfIHKt37zMRpu3w89/nDVNtRp8+qNxoDDiOPI+oLym4VXMeF8ZomIZU8t0qzXHiHwpC5t43Cgz4Si434rB6hn6h9v2913320MfOJwnXW/mKVKl7vlyEDz21X8fJlGvC1rNmnN4pUm753VrpcSXajVo2tUP97JJIstHJkxdbIWr9ygTCqhYDqpbDopP7NC/cxEZYgDDTjphZWNpoeAe3lnqQP0SakBuUUj0HrtmQxFA4DzV199teEQY9pefPFFc47zcIzAKgzILhqJDAGBw7/5zW/MRAiGgpx77rm9kxlKLY+NRz5WBjW2dqixvVuxmvoe/YaTwsweM9Epf20sqMOm1A/o2W1eA/1kDNzsKdUjZwwc68DNnLRnLNtSwJwyaazGjamXUqyXYT1wLLBq3SQ9BA6FtHj+Cq3f1KRDZk4yhIDcKMNSSQ6RaMkyRR9S0tp46aWXzGwba5ghIEkPhcxuDAhUPHEYdeRVGEiTLg0+2cIEVzXfBxq4x5J89bqt2ryJMXD5rVzwyHuZs1lFwgFNm9K3vdJA89zX49ePnapQNKZUukOJVFbJpOeJS2f9ooY4/L6Acsk2tS67S9ETP2PqAK8D4xzhQikBrsAjDKxixhutX7iEh5d1m5idetpppxmOYdwx1pKB6YxrfgV7AAAgAElEQVQ9YRkbxpu8+uqrvVkTh1nS7I2K56VU45J4+bzavn6ROpvXq64qYgZWG7mJGWKNWZzewaiiDQfLz9Z2+3FgVumEKRO1YsErSmfT5sj4/z973wFfR3Wl/73e1ZvVbcm99wJuNAOht1BCWCCE/27abno2m0J2N5WSQggQFggQQncAY9x7t+VuyZLVJat36fX2/31n3tiysIxtJBf8xr/x05s3c+fOuWfO/e6pkSAYigEJnCOU0aKlqgF+jw86u0UAM+XE6fKOSmKez0mTiwCOPSey4cOHi58b/W+pUWEKEfImF5RMI8OFJ8HcmfCEer/T+ST/qNrbrrYuNFTUIcZG07oCXimPVHzBZ2ZN2OTcIZ9Id3Q69/rcnqMBrpo1Aas374bP70UowF0BcToukuiASnpqdahq7sHeimbMHjVExpVjqwKsT6MP+YfzB82l5A9q+wm6CO45NvTvfvDBB6WkH30rWeKPv1F2cXHIROKUFZwfOe7U3lFLx3nylltuEd482fz3af0ir6ha3GAohLK6NgmitEv5NSphaEZV+Ym+v0GkxhsxMuPcaP85q9a1epCdZmG1zgHdBrg5pW8efxDVTW6MuEBKabGYbVpqkhJpyWhAJlXVBCM7C9xHcItWC1dbJ3bsK8e8maOlLioZloLuVJs62ZH5CMKoPmbuN4Iy5sihSYqT9bp160Rw0peE/m7UgPBvaupYnYHMzehCTqZkfAo2gjv+Td8BTrx8Mej4SYD4af3q22e2xXu4vT4s/ngzvE4vYLYex2yqpJQLSRQgJyMJI3KVOp5924t+B6y2GKSm5+Jo+QF4fUF4fEEBcoxGNdKZSc0I7vXA3axEi1LgcGxVvvk0OvbWvJEPem9c1XI1O3XqVKlZyHQiFKTUqNBMQb7jKpcmDAI4FqqnL0rvjRGnrDfIUm4U5mciRNVnUcGEp7sJYb8LBn2c5GCi1k12LoSo+w74obUMgSFuWO8uXLJ/jxg/EjvXbgWTjQe0QQRCQRDE6Vh+jZoTmXu0KNtVjGBEk8FJl+/x6fKPSlwuAqkd+fWvfy2TK8EcI+E56dIERudxmkwpk7hIoEaFfEXTFiOgOdZnek/13if7VCdePkuQ5ReLqxD0B0TjqAX/cd5VJ16IvLPE2ZCSF3Xp6EvPq2aOxa/sFjR2uhHqBeJ0BhPCIYMAGKFzMIQPd1YJgON3yhbKA/X97dtu7+88nzxDKxLPZxQp5znOTxxLdeN55FHKOM5TlCmUQzyP13ExoGp7uWikBo/tnoncUe9FfmSbnNu4VTd2YM3uMljNZol+h04vMpiLINFNhAF/IIC02BiMy0lUmxnUT2o+qxpdmDYyDjheFW9A7jkoAI65ZupaPntC3AF5wkgjo0cOgykhFl63D9BRC8c8ORFt3DFfCw1gMWP9tsP4lzvnYUiykhvp05x3VcFGQEXmZaQgBSKjubhaIXMxsvR73/ueJE9lVCp/58aXh2ZWblzVkCHJ+HyxaAqjwN29e7cwN69hmRE6FHMjw5/Oi8dz2S5fKm5utxcFB8oA+i3Js4uolN+O/RcMQWsxYur4XEX9fOyH6B+9KWCyxmDExIWoLNknwM3tC0kAD82pJgPL1nAS1jCYF77OGrjbq2CJVyooqKvf3sKvd9v8mytLat7oW9IXvDGxLwtN02/kvffeE7MGr6FvG0Py6d9G4dnbz7J3++Q3+mbS8ZiTNwXsmSwKyFPkd/aRW1dTOVqr98jCR69jRBjBWy/2CTHJrw+6+AwYYhT+792fS/HvOdfNw7svvglnaw9MesWEGgwHEKLWNhzRXGo16Gxox6G1ezH9lrnyHpPmNIWfinf60pO8wChB5t0i8CdfPPbYYwLU3nnnHbzwwgvSJidYOqivWLECTz75JH7wgx8IL1Fbx98GYlMnXk7w3NoaW7Bz+VZYLGYBbZRr1JwchwU0oPiQlJSG4TPHDEQXPldtxDosyB+ahaY9RWJG1fl9EszAWs1aHfOS6kUOUXex80gTDlY2Y1xussxNlEMc11PxEuUCx4SyRs0RSNClyguOp7qpi0Aeo28bq70wWT039Te6esyfPx8LFy48a7Opej++C5wzmRqE4G1vWQPsjljROKp8JOgtHFkE6IGJOfGIs52bqHhi27x0G+haNtDboAA4q0kvERcD3dnP0t4dNy7EK28uwc71u5Si9uHAcRCnrh5IX6MeW7YcQu3RVgFwXLWSOch4p7OpII5+R9Sm0WRFwMZJmECM2jaat/iyUGjS/03dmCaCK2Ie4wqFzur0YaLPACdYmmOpEaQptveLc6oXj23zReJ16iplf2EFDhZVRZIb8qHVsDeVwYTTYbFZMHNSntq96OdJKKDVGZA36Qro//mMaN8YfU0Q56Up1aQV4Eb20usN8Pja0Vm2GpZpD8FgNMpEfCrByfGiqYu+bX2jTTkBs4oHczFxIuYCgaCNK2JqT8h3NLX33ThhMmUEheeCBQswefJkWSyQp3oL4b7X9fedfMWdW2vNXnTWF8FuNsOg08guGpTI+0UZT/OFJT4Pppj0/pq8pI4PGzsc9lgHupo7EAgH4A8HZTcwIlUWVxBfSkay7Vm6DdNunAOtXgHN/QHz/ghIgE65RA0+5QpNWTSbUt5Qm0KTF7Uh1LpxI09RI0dgx4UkTaqcEM9GU9K3T5RZBA4q7xRu2YfS3YdhMppF90boxn/qJryp1UjwQlp+FPyrdFE/DXo97rt+LnbsVQBc2O9BiHvQAk3ICGiUvKaMnK9tdeLDHRUC4Di3Uc701aKp7aqfqmyYN2+eWJU4//BYf3MP+YS/k384d33ta1+TOVSdt3hfjj+VI2rb6r3O5JP3J4Dj59HmDry+cg+MBiO0x8yn9H9TtG+8D7VvqXY9Fow7d1YlcnFyHK1fx/n5TJ7xVOcOCoDTazWItV1YDsppqYnIy8nETuwABLxFABwDGiRzZkTFqtWiu6MH//hwC8aNypIi72QQrkhPdyOTUmVM7QRBGaMD6YPEyZigjHmXqP0gUzMXHI8R7PHcZcuWiXmVPgP0R+K1PJcMSmbn3t9Lc6r+ceJmf7w+P555eQnobwITzacRBu97cTiE1EQ75kwb2feX6Pc+FIhNHILM3NGoLT8At88At5emVJ2kFDHqqVHVKsls3U70VG+Cf/SNMNiSxbxAwcnFwcnGlIsHgv9Vq1adcEdq3lTwRgBIfqN2lse5oiWvMUEm/SWpxWX7bIv+JjTPk7fIU5zEeX+upM90ozAkP1FTTGHtc3WiqWwrEHDBZIiRun8UWDp68EYivwIBL8KWNFjSp4uAPdN7fh7PJ5CfuXAO3q96B/6QX0CcmFE11MZpoZOJl3AmhCPbD2HH+xsx6/YFMvlxTDl2J+Od/mjFSZPRgLQMMAqeco1+lXTNYM5K8hFBPbV7lBkEe2+//bbwIXmFxwYCwLF/5B32vbO5Hav/vhRhfxB6A59ZC61o3xQQx9hl4eEYC4bOGNXfo13Sx7lQmjNpOBx2K9q6XAj6PdD6aE61QqMzRioS6OSd9fm02HCoAfc2dSEnJUbGlPPKqRaTJK4KtPi+890/1UY+o5sQF5IqUON4q4oQtkV+Uts8VVun+o1tsn1uOw/XoLimBRarXQKkNALidFDDP8P0Lw8GMCo9AVPyUk7V7ID+xsXX4epuZF0spbSc3gCKqrsxJvdCKaWljMeUSaPx3odx8Hm8AIvWa/xK+ShhRtURDoDJhJUbDuLrDyzCsOwUQfinAnAnY0IKJgo6VcBSjayWJ6KwZJQONSXMZM2alJxsqT2hefT+++8XQcoJlm30XqX0FdZ9v/flPPaNqx0Ke25HympRsL+UCaYU8EbfAEk8pa4OqH0LATotFs0fj6wh58ZPoG+/L6bv9tgUTLj8NpQW7oLXZ4LLG4LLG4Tdr4NBT1MiI8GohdPB016BzuqtSBp9kwgeaiD6E5wcewoomr1Y0YNbb/BG4KauaCkMyQs8l7zGVS/bpcAkD1DoqtoyfudvZ6rB6TsmFOKq8GyuLEBd4WqYLWZ5ZpoLuJCj8o3PzuhTv88LXcpQWFLH923qkv1O8/qN/3IbPn7zQ/icXvj0fhhCehgYiarRQRsmmOHrSP/cHuxftQszbp0n48mFJcfw02RAb+Ly3NbWVpE/9GVikIK68Tfuqjwj/5FnOM78e6A2tk++US0CVYXlqC2ulmMEbzrRwWnElMp7qvwam5yEiVcrpriB6svnqZ3EOAduvnI2/u/tZQj6PNDq3dB63dDqjAjrWBFF8Wegtq661YW3Nxbju7dPlzGm7zYXe+rY96ZLb57g76rM6X1O378pb3ge5zfOY5RD6t733LP9Tt5UtW9Nbd34x5p90BkM0BqN0Orp96coJ7gMYL8Dfj/sJuCK8Rni5nG29z2b67io72VlPpsmTnrN6YXAnfTSUxwM0z/rFL+fp5+++sAtGDkiG/AyoS81b733iA1fsXeh8HA1nvnbcrGrEwCRCU/G3HwUVfDxk4zLXT3Gv7lxwuTOCZkmrNtuu01C9KlhY2UGhuozZJ/HOfnyPE7KvEZtS21f/c62++tTbxKTyfkM3H719FuorGpQ/N/YN84OYuKKADiSgUkOzXrceOUUuXfvtqJ/f5ICjO5Kz5sEi90Bjzcg4M0pIC4En59Jc5V8g3QoDnma0V25UZL6chw5NpwgTzaOnJxpzmIiVQI3Bhv85je/Ec1sb/Cm9ohtkF+4aCDvcKOQ42TJ8eckTFNpbxO8eu2ZfPI+7DPfCfIg/WwaSrci6O6AiWYxPU3H1L4pldrIUuyvHyaYUyfCZD93q98zea7zdW5Wfg4mz54iKUT8oQB8Yb+YUSWliJRlI7CiU78GpVsLcWBNgXSVizLKiZPxTn/PwkmUAQlMnEotHGUR/Sg3btyoAKhICUHyC3mHVgOa4mk+5bEzuVd/fSDfk3f42d3eicV/eh2ujh4Y9IaIxrG38TTi62vQYcTc8UjKSu2v2Uv+uMmgx4M3zUNCnEM0cGJG9VEb50Io6EM4qESXcxx9IQ2W7qpEQYniwkM5RH7qb3zVOed0PymHGHXKQBj6frNtyoDTvb73ef0NLEGnuoB8celOFBTXwWA0gW4tTFFEDRydcCl/qH0LBn3IS7Fh0dSc/poclOOcYqnMMg5CKa1BAXBWsx6jc+yDQozP0misw4bxY0ZAY9ABQT8QVndGpBJxHgdxzOO1cvMh1NS1yC1pOiCznIzByWycyLirjNf7u/o3G+IkSubmS0QzFgMeCNyY8oH+b/JyRZzJ1XbVT7V9tT31eH80UVfQfDm51da3YO/BcoQCLBMQSXIRjpiOjzVC9B3ElLHZuDxqrjhGlU/7Izl9GMbP+gJ6XE44vUH0eIJweoJgRLY/GJZ4GbZhNFngqt+FpqKl0iQFW3+CkwKPvzGKee3atWLKou8ax5W/nWojn6rn8Vzu/H4y/j1VO/39xn5Rg8Kks03l21FXuAIWqxVmgxbGY9o3ZXHAe4qG0JIKe+aM/pq8ZI+brRZcf98tUsjeHwyAIE41p4aYF47xu5qwVG1wtnVjx+IN8PQomjcCOAKt0xlXyguOA8+nqZTR8vRzo8mdpnrKFf7GseVGK8HixYvlGNOLcLzJQ59lYz+ZX069x67l21BTVA2dVge9RicAjuZT7txU86k1yYE5dyz4LLe+JK7NyUjGXdfNhcftQsDvRtDnRMjrRtjnkRqpGsoAaGA0GFDV4sbf1xdLySnyBkE157jPOsYqobnIowaO4z2QG3mIfK/yUGltCz7aVowwtdYGEzR6o1KDWSKYeeeQRL+bNCFcPyUL8eehNGQgEEnuPpCEYJqqn//85z8f4DbFgbuu1YPM5Asvz1NKUgI+WLER7o4uqiciDo4RPzABMxQcit2Hxd7p9Hj9wsnHABrNmQOxkQn5oqhCky/QQE6wbJ9tq8KSWqCHvv0kNmzcTxQBaI0RFbNkKjseKsg0K1rgx9+4OeL/pppWB+KpP79t6I0WmMw2HN61HH4/U8AoWihqoox6rWijRCPFzOSuDnhdXYjNvQx6ozIBE2BRO0I+6LtxHDl5cnIdSB7pe5/T/c5+0PRGAe33dGHvkl+hp7EQdpsFVpMWFpNWgJw47TJwIRiCy+OHNXsBhky573Rvc0mdF5MYh32bdqHhaL0s4sSUSF8jmhTVVBpSli0sCckJbEbOmSBmefKM6mZxMv4hIXmc48Xyfsz5xsCF9evXS+QyJ0MWsi8pKZEJl/67DKJiuhG6dlADzOhDXv9ZJndey0lX1dzWllTh+e8+hY76VpgMJhhZZk5LEKcshNlvvhe+UAATFk3HFQ9+4aTvxyXFKJ/ysAa9DmmJcVi6cTe6nU7oqYUiPVnZI7LzO2WKRhPGkaNtko1h6vA0MSuST6hg4Fj1x0uf0oUTfmY7n4VnTmgsYk4nD1H7Rn5s7nDiO09/iMLqVhhpaTKYJb8kTaga8e/WSHkxn8eNCVkOfPf2abCYzq1/Pj2S1uxpkbRqpgHWwg2KBs7lDaCkhmWrLrxt7uyJmH/5dMUxhyVHGFcd8imfEtAQKa9F82JIg/eW7sDSNbvlQajJIuMQHA3UpgK5gW6T/WNfqTnk9uHKbVizYa/S7d7+bwJWVfOp5HnA+JEZuG7BZAXIKldE/z8NCmQOG4/xs29Ad3cPXJ4Qut1BdLsUTRxLbAVDimnIZLLC03wITfvfQtDvlgmbQLs/ExUFoOo/MpB8chqP9IlTKNQJ3thXKqxrD65Ce81uSf9A4cTEzwadOgFrEAyF4fH6ELakI2H0zZ9oL3pAoUBCSiLu+9ZDYCJSX9APX8gHr3wqkamihQszlaUBfqcP2xdvRDVTAUVSzfBd5/Zp/EFA9vrrr0vy1N/97ndi5mKKGrpu0EzK1CH8zjrNDHZhBPSjjz4qwItg6mw38jAnXHXi9Xv9ePepV9FS3QCj3niC9k0FDnyWALXQsRbMufvKAQEUZ9v/i+m6vOw0PHjbVfB5fQj63Ah6ncrOoAYGErHgvfjkGhEIa/H6usNYv79GHpHzhbo4u5CembzAnQtZLgC4iOTC8K8fbsOukjro9MyNaIxo35i8l0oZMXkh4PcixgQ8fM04xDvOvVKJ3UhwGCSt0kDTdFCiULkKSIkf4Ix1A/jk3/vG/Vi9fhs6Wzshif5ksCNO/WpetIgvXENdG/7r8bcwZkQWhmYpAQ30IeKKl6uYC3Ujo6vg7UBRBX7621fR0dzFzLOK1lFJk3m8+wSl9AkMBfDwFxcgIxq8cJw2p/mXyRaPiZffikM7V6Lb2SE+D9S+WUxB0GrPvGhGnVbKIRn9XjTteU1KayWNuk4EEsfrVMEyp9mNQTmNwpMTKxcxqt9Jw5HN2L/sCegQgNlogsmggYnmU/2JYfvegAb2/HmIzZoyKH37vDQ66fJpuGzRXGz4aB0MMXpoQz7oJZjhRE2cxWpBe00LVjy3GF987CuISYoTYESARb9Jdax604XH+PtDDz0EpoJgIBU1GUxrxPRETCFCP1w16IoRy/TP5WRJsysXEGe7EbwR8DPAhnKJ27q3V+DAhr1iOjVQ8yaaRjV9L4s/AYEwcyp6MWfR5RgZzf122uSnL9y911+OTbsLsXLzHiQl6xH0MohBL35houHk3KXRyBzR0N6OF5bvx8jMeGSnxMg7zjGj7yM/VUB92h0Y4BPJu9zIO1zoUv4QvL21dh/e31QogYgGkwUaat9oPmXSTc7j4ZD45/o9bnxhXh6unHRufd9UMhBKDGcprUHIAzcoJlRCXzruJcZeOPVQVWLyk6W1jlQcxZ49hxTToeSJodmU5kR+KswtnwAa6prR7nTj1kUzBLRRGFGgUSCeb+bu/Vzq3yqjc5VC5v/2z5/HqqVbFfCm45gYIkXsI88pF4YBtwtzZo/CT//jTsTF2NTmop9nQIGYuGS4uptRXrRTTBZ6msG0Sj1L5kYjiON3Lc2P7k74vE7EDZ0HncF8zMeSJowLaVMBAU1tFKBcuLg6G7B/+RNwNZfAbjXBYtbCatbBbNRCT1MfzV+hMFweL8L2YchZ8F0YzMcjHi+k57tQ+mK2WRCXmICNS9YKaGLOLgp/mlAZhSr/IpGidIurPVwl5q7hM0bDYFJyqnHCVcHWyWQTZQNTyTBtERPzqgCNmjECOTXtESPmOc7kRXUCPRs68Vpq3gjeVJ+lwzsP4uWfPIO2miZYzVYYtQaJumXKFIILiuBQOASv34f43CTc9ZMHET8k6Wxuf8leE2O3YEhyPDbsPISunp6IKZXzsmJOVbIQKHOe2WRAVWMnyo62SnqNOLtZFpQknjr+J+Olc0FclffIOyp4430XbzyI376+Do1dHpgsNmiNVmgZwEAAJ/M4/Y4DcLucGJlmxffumI7kuPMzp9FtdF95FzKSLBLgNZB0GxQA1+MOoLCyG3kZ54dgp0Og/GFZeOej9XB2dEKyrUqpjYj/m2inIkCOSNQfwJGaRowbmYVReRmymiSII3NfSCCOzM7VCVXg/KQ55uW3VuLZv30Et8cPGC1K+hAJr+YqhcpdZXUDvxc2mx5P/OwBzJisVHo4HTpGzzmRAoyASs7IQ1XJbtTXlErQAilMfzAuDFmhQCI0WU6LSZk7G+BzdyAmc6oIH44bx/FCAXHsC4U3wZvqu8QcU/uX/x5NJetgNuvgsOhhM+tgMWph1Omk+oKYTn1+uAJGpE57BIlDZ59IqOi3k1IgITkBXW2d2LN5FwxGpY6jEoGqRKEKqGOBe5afCgRQfbBc3vPcSfkwmZUi9ZRJBHEnm3Q5nvyd/MWdgI8bj/Madec5PPZZNl5PEMjM/WogVdG2/Xj++79HQ0ktbFYbDDoFvOm1esXXT8Ab/SaVaNybv38vplwzMyKrPktvLr1rM1KT4PT4sKngkNQl5uJRUVAodVFVMEc+0et04g9XUdeKKfkpiLNbjvndkhe4n4yfBpOqKv+pC0cqJLit2FGM/31lNeo7XLBaHdCaLCI7xe9Na0BYE4YmFAQ1b1aNHz+8cxrmjM0ezK6esm0mIdi4vxWjsh0wGQfWajcoAK7L5cf+si5MzLtwV9wpSfGw26xYumqLkvOEYEYAjap9izA7l4MEay4Pduw/IkXu83OVaNELCcSR2VXnctVM8e6Sjfj2T55DS2MnYKHplGHVvU3FIrkl6hQuJ77+/27Ao1+6RhyjT8mR0R9PSQGzLQ52RwzKDm2Hy9UtSWsVzRsBnKKBY/4vcfIPheBsLITb2Y6YzOniy6GOH01XHNdzLTjVh1MnYGpnjoG3gBcHV/4RlbvegkkXhMNqgM1EzZsORj0dpYFgOAyW0+tx+WDJnIfcOY8qeZnUhqOf/VKAmrTMYdk4vOcQasqrpGKHIpqOpxJR64PqaAnw+lFaUASTw4K8KSMF2HERQGBGgHY+eYfyqDd4K9y6H3/94R9Qtb8Mdkb164wwaNToU2ViY3BGMBxCj7MH4xdNw03/fjdMlnNT8qjfQblIf6Cmf2RuOipqW1BYViWyR/hBtLjM8RPZI1kUCOJYCL5cQFwaqInjHEd5RFmganbPBTl4P96bWjeHQwlY4H2X7yjGT/9vhVSTsNns0JkYtGCWZMWSNoRTWiiIgM8jgWKPLBqL+66aIBrsc9Hvk92DyyCXJ4jMlItEA0fEycXbhRiF2pvA48fk42hDC/bu2KPkRRPzaQS4yWpFBXNKvrT2hjZs2lOCUfnpUEEchRQZ+3ysUHo/i6ohUSf/95dtxdd//Awaa1sU8KZlxC0dsej2SLAaUb6xHqyzB2Mn5OB/f3Av0tOiiXt70/Vs/05KH4butlpUHdkHvg9KWgQFvFGwqkBO9aPsaiiCu7sNcTkzJI8RJ2HRop7H1S+1PNTmUlASgAYDXtG8lW19FUZdCA6bScAbAxcYwMBzKHgZsNHt8gExIzD8qh/BHBPN+3YmfBSbGAez1YqCjTulIgLHgZtaXoqhMEqJMgY16MGAgLKCYhhtJuROGi4gjnKA13ERcD62vvKo8mAZXvyvP6N0VxEczJ6vN8Kooe8bzabUNCopQ2g6dbldSMofgnt+/jCG5EXLZn2W8bNbzZg8ehh2F5ahvKZOLACip2AykUi0L02OssuiUofy+k7sKKoRf9YxOcmiRaUJ81zOdfQH5sKRnwSdzR09eP79bfjLB9tR3eKE1e4AI/8FvBmM4ssuBetZR9jvhau7EzfOyMF37pwNm/k8u3KFISml6FJGuT+Q26Bo4ALBMJyewAUdyEAiMjN+TtYQrNxQgPbGJgXECX0jplTh9AjY4d96HToa27ClF4ijkLSYzcJkXPFyAjsXq17ehxvvRe0IVypcsXDbuO0gvvzN36GhuknxexPwRs2bElKuoDcCuKD4vaVnJeDxnz+IuTPGnJO+Syc/5/9RIGbkTUBzTTEaalj5QjFZqxOvpIYQ3yYlyz5LJXU3HIanp/UYiON4qtoULhLOBW+p96DAVv2WyPo0mx5Y8QeUb3sNLA9GvzerSQeLidUYdGDcAqdgbyCMHpcXnpAN+Vf/J+KzJn7OR3pwHi97eA6C/oCYUqmRosaW7y3fd+5i/lKOiCne5/KgZGehgLncifkwmpQFAIGcagKTERok+aTyDe/RVx7tWb0Df/r6r1FXXA2L2QITNW/a49Um1LUkwZuH+crMWtzynXsx7bo5UXk0AOwVH2NDbkYadu4/gsaWVsXCQj5QLeQRniIAoolep9OiprkLe4/UwePzYdiQeNgsio8l+YlAjhpe7r3nobPpat/rKXfIPw67XfiabR4sr8fXHn8Xy3eUoN0dgNlihc5oFr9hjd4kvsZy77CiefP0dGHumBT84J7LkZ44sDnozuYZmUZk44FWDBtiHfBkvoMC4Dqdfuw63ImxF1gprZMRPzU1Ebk56fhgxSb4nc6IP1wklcgxAKc41kqCNIMeHU3t2LLvCBLjbMgfOgRGo9rHP08AACAASURBVFIoXl2hqIw9GECuN8Nzclc0JEpNwe4eN37//GL86Jcvoa6qCWACX4I3MZtSAxfx66PfGzVvPg90xjC++68346v3LZKV1sloFD12dhQwmu3IHDYOFYd3oLXpaCRIRtFOi0mVEak0qUpwAwsIhdHdWISO+mLY08bAaIk7pk0hL3Ei5tabB86uZ5+8im3yHlyQcOXLnfzMraF0O/Yvexx1h5bBoAmAq3oGLBDAUfPG/HZMDuoPAk6XDz1eHTKmP4SMiTdHJ+BPkvq0juj0OoybORGdLe04tHu/WDSoraWJUYCcLN7UmqFce+rh9/hQtrsYVYUVSB+eCUdiHPQGpYwex5JjTB4aKP7p3Q77Rm0JF5Kq1sTn9mLFq0vwyi+eQ3NlAywmi5hNJd+bhj5vahk/xWzqZq1njV/A2zUP3yS8eFrEip70qRTISU9Cfk4mCg4UC4ijzNFQCcB5IMJLihaOQQ5amdNYEnN3aROKa5qRlx6HlDil7jHnHfo0kuc413FTeUH9lIOf8h/lDXfyJoEbZU5MjJIihHNVl8uDj7cdxmMvrcShqlZoDCYJWNBJwIIC4LgwZhtMPq+YTbsxLT9RwNuYnAtD808LzIHyLozItIu8/BSynNHPgwLgWAeyutF9wdVCPRlluPobNTwHyUkJWLVmCwJuDyTng9gYhbOPp90QQKcVkNfe1oWPlm3H4bJaTBmfJ+VLyNBkRDIUGVkFcryvMNnJOnCax9QXg+1wFURByV2dZCuqG/A/T72O51/7GPU0m5p7g7e+mjcFvGlCXjz6wLX4+XfugdEwKBllTvPpPr+nWWOSkJyWhYqiAnS0NUMjZbMYpSmq3ogpTDGJSdF7jQY9LaVoKtkArd4MW9LQY35xvYVmb94i9c6Uv1R+4ievJe8qAlRJI8AJOeD3oHLPB9j1/i/QVXcQZoMGVotRAhYEvOkVkzAFFDVv3T0edHs1GDL5Sxg251/A0mHR7ewpICBuxkTUlFai+EARtJIJWsklKGsxqVig8A5DHAi+w8EQGsqP4vDWA/B6fBg2cYSkraGcIP/wszfvqHxwOjzU+1yeTx7hTpmnLiTJR9xqj1TjrcdfwepXP0JXYwfsVhuMOoOSrDdScUGeRBOSOrlMF+IOuLHg/kW47dv3wmiO8o4QcgD/G5aZjLycDOw6cASNza2KOTViyQkjpEgkgmpJ8qsTmRAMa1Ba147tRbXQIYQ4hxmxNmWOIy/RVM75iONO/qMsUXfyRu+/VX7hedwJ9EXb5nAc400uTpicd+3uUvzgmY/w5voDaOn2wcKAF7MNOoNiNj2WqJf9D/jg97jgdXViWl4i/vOeuZg8PH0AKTcQTWmQmmC6OEyofDE5GaXEXTwv4dRJo6QQ7ob12xDy+iMgTlntUr8gmwC4SLCDFOsNobCwAnsKy5EQb8eIYRmifiZD9wZyZGIKP3W1wrZ47FRbb2HJc8nwXPmo5gm+PDzudHlwoKgctz/0Cyz9eCuYRBmcONWABTVoQSJrIysuvwfwe3DLjbPwyx99GUkJ51/NfCpaXOy/JaQOxZDMYSgvKkB7S5PU6VP8RI+b2xUtHNcGWjFxhLyd6KjeIek6TLFZMFrjZbLkuJO31PFX+Yj80ptn+qOZeg75iUKXuxrlxQmex4N+L9rrDqN444soWf8ctMFuMZk6LAbYzHqptHDc5w3w+ul07kWPT4uUCXcgf+4jMFqiPNXfGJzJcbPVjHHTJqDqSAXKio5Aq9cJ6GdBJFU6sT3yAf+xJBXNq51N7ajaXwpXtxMmqxkxyfEytsI/FrMkBObfvSdZtV8qj/TmKbbPc8kfqixSAT8nYh7jVldag42L1+CF7/8RhZv2IeQNwsIqCzqjgDcGLWglzQMLHIUk4MXldcMd8mLmrfNwx/e+jNikeLUr0c8BpsCwzBTk52ZiX1EZahuaRfuvCdMUSk3acZ4SuUKAzvx8dB3q8WLVnnJsO1Qrcob5LXmO1Ww4xg+US5Ql/KQs4c45q/d3/s6d85gK/NiO2xfA0eYObDlYhZ++sAIvLytAU5dHKgYZLARtFmikSD3LZEV8JmnCDfrhdffA4+zEnJE0m87F1JEXlt8kMWZ1kxup8eaLA8C5fSHUNrmRlXLusx5/Fn6fMXUsvMEwdmzdhRCdf5l9VcRkBMCpElOWv1oll5pOh+rKBqzYvB8Bv18AXFyMFRazSRiUTEpByYmSjCovRqSTfQWlKjB5DoUlr+ELQAFJYUmm53f+7vX6ULD/CJ567j388H9eRHVVswLc9CaAud6OBS1EzBRMHMXd7wMCHly3aBp+918PIS93yGchWfTa06RAQtpQDMkahoriArQ2N0jGcL7YIQKvkMJlygRMsK4V05cGQXTW7kVL+Tb4PN3Qm+ww2ZOOATkKyN5CUJ1c+anyED/V4ypgIw9RiKo8xTbIb6FQAC1Ve3Fk6z+wd8n/oLO2QByZqXWzS6oQveR5Y0JK+vD5Q2G4fWF0drnQ7dUibeIdGDn/X8GExtFt4Chgj4vBpNlTUV1SgbLDR5gYTrw56MQUkUwRfa6yuKQ2Tm/QIeAN4NDGvdi7ehecHV0wWUyIT0s8xj8c9948RDml7uQV9e/ek7DKM5RJ/J18w636cAW2frABL/7n09jwxkoEXD6YGaigV/zdpEQWfaxkMcsiN4rZ1Ol2wuX3YOat83Hvfz2M5Ky0gSNctKWTUoAgbuKYfFTUNqCsqg70v5WZjoAoFFTMqiy/Kx43nLO0Ekmv0xnQ2uPBit1lWFVQjoMVjWjrcsHnD8i4MjiLSfx7A32Vh1TZQ1mk8gxTnJTWtGD74Rq8s24//vzeVryyfA+aOj2ivTeYrdCbLNDRz83AIvVK+UfxmQz6EQ544erpQNjnxPXTcvGDexdgQv6FpnljPkxgze5mxYQ6wGlENGEVRZx0qM/uYEO7Byt2NOPLi7LOroHzeJXXF8BPf/Usnnz8BTAYQyoXiB+ZWj9UBUeRQAf2lTNwwAe43XAkx+COG+bg7pvnYu7McbD0iYBhBQf6oVAbp5oy1L/J2L0nXDI/GZ/H1I3nbth+EB98vBV/f3c1mo62AIzCodZNsmv3ClaQ6xjeRYRAs6kb8Dhx3Rdm48nHHsGo/ItvfFQ6XKyfZfvXYvELP0VDdSHi4+Jgs+gRa9Ujzq5DjFUPu5l+ZYppkmbWYJCO3QG4nN2wpYxF0shrkDrqCtiS8iRatTcd+CqrPKX6y/E7+ao3b/XmJ15PU2lL5S40lW1DxY434XO3w2qxwmTQidMtcxcZWSZLzwmYV4RFKHl8YXR09cAV1CN76r0YOe8RmO0JvbsU/XsAKVBfeRRP/9fjWPPPlZKY1WqySDCAWWuESWuCSXPcRMlJl+iOWq5AKIDuzi6kDc/ErFvmI2vcMKQPz5IIT2Mf+XQm3W2srENTTSNY03Tl35agYl+JBHQZDCYwgTWrSNDPjd6dSsQjuxSWRQv75PS4AJMG8+65Brd8/e4oeDsT4g/AubWNbXjsmTfxwdodkvbHHhMLnd4CrdkGvYnJcS1gkACT44pZlW9+OIRgMIBQgHkEfRLlHG81YvrIdGQlxyAvPUHKVTEFidFAWaYXOcKFhtPtQ7fLK1UUupxe7C2tF41bRUM7/KEQTEZGaRqg0esFMNJ3m6lBRGMbmRu54AXnT78HPd2dSLLpceeCMfjm7XPhsF2Y6WaCwTCW72zC/ElJ4n4yAEN3rIlBAXDtPX4UFHfgqqnJx250Mf3h9frxuz+/hl//5jk4u1wREMdQZQYEECgxICAClFRfOWq3BMj5AY8HsalxuO2qabjxC3OQn5uO3KxUOOz9ayQ5+fadWFWa9ThdqKxpwv6iCuw9WIZX31qNhupGwGhQwBtNEpIihOso7pGgCwI49on1Xn0eaHUhPHD3lfjBv92BkVHwppL3nH8eLd2Npa/9L47sWw+rzQ6H1QiHRQeHTY8Yi05AHCsb0ExBTReFVoA1RT1euF0uODImwZE2TspwWeIzEZM6Arb4MzMbuLsa0V5XiJ7WanQ2HkF94Sr4nc2wWKwwGvVKGTCd0ge6NUl9U+Z4oxLXH4TLG0J7ZzfCpmTkX/Yw8mbcCYNZqcd5zgl6Cd2wo6UdL/7qWSx+kXV0A7Axn5oANyMUIGcQUKdUNdCJo3o4UtnAz8TKLhe0Bi1yJ41A7oQ8pOVlYkheBhIzU8RU5oiPgSMx9phJVCWt1+VBZ2uH+Nc1VtWj9WgTSnYVSjWI1rpmGPQ0lZkEsInZjT55Yi5VTLsKdGOOwBD8oQA6e7phjrfi9m/fh+u/ejsMUR9cldTn9NPt9eO5t1fipcWrUFbTiBiHAzqjRSI8JUGu6nMmudZYjktVXNByoEShEsyxagYTS7P+qk4bRnKsFWajHlaTARaTXoJwOns8aOt2wx9kmiGPmPFNZqMoKbQEawRpWj3CsuDk/Kpo/0THRDNvMIBwyA+/24Xurk6MzUnAN26fi5vnjT+ved4+bcBCoTCO1DoxNN0qMv3Tzj+T3wcFwLm9IdQ0uTAi6+IW6G8sXonv/OhJ1FVWA1ZHpG4qQRx3rkq402lXZWqSnsvegKKR6+hCTE6q5IzLTU/EgssmYMLYYUhOipXM1ymJcYhxWCV/Vu9B6+xyoqmlA4dLa7D/UBn2HCpDZU0zDhRVwtfjUlJSGCMaNwI2AXDsg1pdgWoSAkqltincPdCZdfjPb92NH3zjLtiiiTF7k/u8/N3RXIM17zyJgnXvyDjFOGywEcRZqInTwWqm8NNK1JJey0lQKU3FCgdejwceDwVhGKbYdNiThsOePBw6kwNGewJMtgSYrIlK8lwWR/d0i3nU62yD39MDv6cTnXWH0FFfBGdbrQg/C3NzGVgQGjDqNQLY6EFAc65SGEsjINLrZ4ogHzq7XbAPmYhR87+K7HFXnxcaXqo39bq9eP/Ft/HaH15CXWUtYh2xMOj04mPGslQmrWK2JLATDRjlAz0oCOTod0ae8HrhoTUg4EdybhoSMpKh0WthJ4BLiIGBkfU2i4BEAj93t0sAXGPFUTRVNcBPE6mFlR9oJTAqvncREykXojTjyg011LgxUIGawBC8AS/cfjeyx+dh0b/cjGu+fMOlOowX1HNv2n0Yz761Ah+u3SHzkdUeI0BOS9OlALpIrVGaMakhkzmHj6D4dzMKVOY+Ai1GhAZpYQoKyKO/L8+jiZUl4ciHDMiRvG0C2pS5SxQYvdLlKMbBMMJMoRT0Iejzobu7Ew6zBrfPHYc7r5qMqSPPX4WF0x1AauBW727G5eMTJXr/dK87nfMGBcC1dfuwvbAD1828MMJ4T4cQ/Z2zZlMBfvLfz2DL+q1KZKeOPmYREKdRzalcLRA8sRVqvcixSng1vF6qLEQDpol1YGh2KmJj6PSrQZzDBquVRcAZvaokG/R4fWjvdKGjswc1dc1oPNoEeHyA3gCYlISFMsuKlo2MzxeCu2TCVF4igkiCN5p1PW6MGZeL7339Ttx32xXRlW5/A30ejvu9Pdi34W2se/85NNdXiDaFwI1AjqZUBgzYzFpYjJEaozLUyjiz2gEj+Jmo1efzyh4MaQXE6Ux26I0xYn7gKjnodwuA83u6JZ+bJhwQvxejiWYOJnxl8IQGBIqUr/xbJmFO+KGwAEVGmbq9AXQ7PXB5gdwpt2DMgocRl5p/HigXvSUpULB2G17+7fPYunozLFYrzAYGCtCMaoho5ZhrzQDxP5OIVS00XNcJC9GYycAXVmxQSmgR2AVDQYQCAdH6cuzJB8ILkfq94tZh1Atgo7ijtk3RsRGy0WkqIgaFw5QghWA4CH/ID7fHjbAemHjlDNz1nfsxfPLo6EBeQBRobu/Ge6t3YPGqbdh5oETM3iaLFQRxjCiXYvE6mlRN0EaS51JzJjkulclPeIV8JVMhZ0GZC9XvCqeQ//g7j3JxGCaPRQ7yWgo28cWjqTbkR4gRyq4eJqPE/Ml5uG/RdFw1fRRMxosjcwJdsV5bUYPb5qUjxjawfR4UANfY7sXKXc340tVnZta5gHj5hK6UVdbhj8++jmdefAcBl1vxN1NBnGjjaFKNVDogkBMpFmFhWX1EzKtBmjJ9SumuiC1fZmExc8qJChBj0UwmfqUKhLm4JMJLBWmR8ifH7qECxkiEqWjdFMBIaX3XLfPxw2/eg8njoxPtCYN6AX1pqDqE9e/9Hvu2fiyCzWY1KBo4gjiTHlYWijfRl0Qj2jEVYAlmVwMhRO7RPyWEEGthihBU1C5qElgm6WT+OU7I4kzMQunCVlwZkyD8TSEMJ2+6gPp8QTAoyeXxy6c1IRej538F2eOuhMl64ZbKu4CGd1C70lhdj6V/fx9vPPMa2ltaxXeR6ToMAuQUAKfkXVNLVilRqjLcnESVmVSRWQqkEx5klGvfTWENhX8ovvhdwF1ER0uNCa9iSgpO3EEE4Q8G4An44PG7kTMuD9c9eCtmLJqDxCEXp3tNX5p8Hr9XHG3GB+sK8NayzSgur5HIZwI4fQTIIeIXJ4Xj6bOmo5+2Yv2RT7EYROarY9mCSSll8SlYLcI/yiJCmbskEpbaWvGx8yHo90luN03Ij6mjsnHP1dMwd3I+0pPiLiqy02qyvbAdk0fEymJ8IDs/KACu2xXA4eoeTB91cRH6VIR1ub1Yt7kAP/vls9i1fY9iRqVWTBw8qYGjVk71iyPzkqEpJiMzIhsnUFO/8m/5QnDX587qLCq/q0taEZe9NG28nIzPayMAkaZbvxcI+jByVDa+/vCtuOe2K5AYH03p0IfCF9xXd08bSveuQcHaN1FauJPhC2CJKouJYI6F4nWwGhVtnMmoER81RoMqFRAYXBBWsvVHBKOkKYk8pTLRHn9kYS/RrJAnyUOyDpaSXzR9BIKQclgeXxAuj0/q+GnNCRhz2ReRP+1mxKYMO95Y9K/zToFQMISCddvwwcvvYcuqjfA63eIMbtQr2jiDhkCOJat0clwfCSyQqiAR/ZlipFcAmTyQaE5UYaU+ouqnq/CLKr8oggj4JIAGYQRE4xaAj/m5ggHoLUbMuXE+bvvaPcgdm6c2Fv28gCnAxVt1fTNWbzuEfyzdiEMl5Qgz1TgXgTq9gDkCOB3nQJ1BCTqQ6HcGHihzn2Ii5fylBNQcn/soc1RBRTcfan4ZGBEQkz5TgyDkF/eRMUPT8cgtczF1VA7Sky9OPMHFcGFVD4Zn2gY8ke+gADinJ4jyOifGD/v8AYeGpja88e4K/PbpV9BQ2yCJM6HTA0bz8cAGAW8Rsyo1aaqZs98Xtq+gjJwoh5VVixzhd5lwFZF5DLgF/Iq5VBtCUlIsbrnuMnzn3+7CyLwsWSH3e9voDxccBVxdrTi49X3sXP06musrEQ56WcFN0tKwbBWBHHOwEcQxKpTaOAYYUGbSx0RxMVE0aQr7KLwloE1yxalrAA3CISUikIEJDJIIBkLw0VTq88PnDcAX0kJvTUTuhKsxes5diE/Ll6TCFxzRoh0SCjg7e3Bo+z588Lf3sH3dFri6XbLGMxmM4jAutUe1av1RauQYaKBEiIpHUmTBSY4RcyjFzYlLUNHRUU2raNsUE6yY81nGiMCNDu1M8aAFjFYzpl01Czc/ehdyRg2D1WGNjtRFRgGOf1NrJ8prG/F//1yPPYVH0NrWBV8wLGmEyCk68Z01QEvfOIkc1SnlrSKRo6p7DxcJ9MEU3QU1bQRuDEyQCjMhGKVGNJCdlojLJo3AbQsmIystHklxjouMaid2lybUxRvqcN2sVEnHdOKvn+3boAC4pg4v1u5pwRcXZny23l2gVxNDFZdW4aXXl+C9D1ej7mgjXJ09x4MLqJVTgwtEK9fL/ClCklKRYjKyK3PsJ5+Wb8+xjVo2rloUHwEJlKBvXcAHndWEIanxmDllNL779bsxaWwezPSXi24XKQXCcHe3o3TfKuxa8zaOVpdI4EHY74PBoI3kGKRJVUntQU2caOPEj40pQ+ibpFHKr4qGRWE1BfsrTEUNHTU3zOXm8wfh8wXgpS8U/eiMNpjsycgefTkmLvwyHAkZUeB2EXGSx+XB3o07seSVxTi4+wC6Wjrgc3llMWcymGBgAmed4RiAo/eaGjkqPm8inlQId+KDHzeT0kSqTMCs08s60CEBbSYkpidjwmWTcfW9X8CwccNhigZNnUjEi/QbI1bpo32gtAYfrNuNfUWlaGnrhMtL94qApN2iBp+APkw7qdjpldRYktaGsyJzXEZcOZimyGLUw2TSY0hSAmaMy8f8aaMwPi8dNqsZRq5cPwcbAdy7G+pw/cxUOKwXgQ9cS6cPG/e34ta5n/8ksYwYfev91fjb6x+g5EgFmls6mfAGMJklWkdytKkgTtXEHTOtqp4o/SA49TCXLNzpQycBEUwyrEVsYgwyhyTjhkVz8OUvLsLIvGx5QT4HPB99hAgF6A/SVFOIPev+gZryw+hsOwqfsx0+T494HpmNRhiMOkmgadBrYZBEmUrEF5W/qmmMzcnkK3mcQggEgggE/BItptWZYLTGwhqXioS0fOSOm4dhE6+B0eyIanAvYk4kQG9paMI/n39LgFx99VF0tXbC1eWEz+uH0WCAUcAcNSeRiVU0ckoUqaK1VWKQKX+oMRHftmAQfp9PUoLojAbRrCVlpCA9NxPjZk3AFXdcKz5uiu/lRUzAaNf7pYDCByEJatp+sAwHSmvR1NqB5rYOdHY7JcKZYE4FbgZq6bQaMNo+KS5GMiHkZiRj0shsDMtIRpxdqQIjPNfvXS/OH8SEWtmN4VkDXwt1UDRwrIVa1eDC6JyLW/V5puyyZMUWfLxqC/bsPYSKmga0tnfD39apNGOMpBxhUi2xc0V85ASkqUAuYrNQARvVJBL44Fc0b2YTklMTkJ2RgpH52bh6wQxcf9UspFxkTp1nStfo+ccpcLR0J8r2rUN15WE4O9vg6myCz9WJYMAjCXlZTYERXGQrRpVSY6uTBQQVxCydRb8VIyyOBOhNDpht8UhKy0HOqOnIHDEL9oTPp9b8OAUv3b9qjlRh+8rNKD1UgrqqWrTWt6CrrRM+twcetwcBX0Apdh9SlCdK9KmiQZG0Imal5qXFYUV8SiLiUhKQlJqE/PEjMfv6+UjL+fwv2C9d7ok++dlSgEEMO4o6MHl4DMzGgdUqDgqA63QGcLCiC5eNuzSzsvsDQSxbvQ1FJRU4XFyOI6VVqGtuh9PpQWNzG8RL3OMFfP4IT0RUbQR2jDrV66CxmuGw2xAXY0duZirShyQhKzMNM6eMxdzZE6Og7Wzfps/RdaGAF3Vlu9FaXw5ndyu6O9vgcTvh93klPUQ44IeOJZFMZsm5ZDKbYbY6YLHFIDVrNGKTs2WXgJvPEV2ij3J6FDi8uxAVhaVob2pFe2s7erq74fUwN1zwmOaVpZE0Wh1sMXbExcfBYrUgJTMNo6eNQ2p2FLCdHqWjZ13KFJA0IitrcNvciySNCEtpLd/RjAcuwlJag8Fojc3tKCqpQntnF8oqauHxMCFhD5wuV8QPTtG8sWgws5mbTEbExjiQlBiH9LQkTBo3HMmJ0ZQNgzE20TajFIhSIEqBKAWiFBgsCjCR78qCZsydkDjgpbQG1qMuQgGzQYes5P7LRg0WoS7UdlOT48E9ukUpEKVAlAJRCkQpEKXApUMB+vUNTbNKoNlAP3Uv56uBa5rRJRnJF2Zh2YF7ymhLUQpEKRClQJQCUQpEKRClQP8UYPR/eb0L/sAJaSX6v+AMfhkUAOfyBlB61HkG3YieGqVAlAJRCkQpEKVAlAJRCny+KCC59No9oCl1oLdBAXB02uvoVh30B7rL0faiFIhSIEqBKAWiFIhSIEqBC58CTAYwMtsh1XMGureDAuBY+mdUtn2g+xptL0qBKAWiFIhSIEqBKAWiFLioKGAz647VmR7Ijg8KgGP+IL1ezUI7kN2NthWlQJQCUQpEKRClQJQCUQpcHBRgOtfCym74/Kx/PrDboAA4lyeAoqqege1ptLUoBaIUiFIgSoEoBaIUiFLgIqOAVqvUpx7obg8KgGNnWXQ7ukUpEKVAlAJRCkQpEKVAlAKXKgXoAzcmxwGWOhzobVDywFlNOozMtg10X6PtRSlwXikQ8rvgby9BOOCGKXkiNAbree3PZ715yNMGX2sRQt5OGOJHwBCfdzyx9Gdt/DxdH+iuQaCrGjpbGgyxQwGpO3yeOhO9bZQCUQpc8hRg7GmH0y91hAeaGIMC4PyBEJo7fBiVPdDdjbZ3JhQ4UlGHbbtLMHZkFiaOHnpBFrrv7HJi084iVNY2YczwLFw2bTSMxkFhyxNIF/J1w1W+FAgFlDIYWiNMKRMEyPQ36QedDejY9kv4OyuRduMb0McNO6HN0/nC+3rrtgJaA0ypk6E1xcHXdhi+ht3Q2VJgzpoHjdZ4Ok19pnPYj659f4Wz9APph22EFQY+zwBXkw6H/PDUbACLoRtTp0BnSTzjfpPunqNbwLasw66H1th/jWVX2VJ07fkzbKO/iLjp34VGZzrj+0UvuHAp0FHfikOrdsPb48Hwy8Yia8KZv4MX7tOdv571eALYVd6Glm4vFo5JQaLj/L03BDzL99WLz9jlo5KRYB98eXg6lK9tdWFzcTO6PQHMHp6EsVmnVx2JeeCO1PRg/NAYWAb4UQZlpnT7gpK4jqUjzmbz+vz4eO1uVNU2weX2wu8PIDUpDjcvmoW0lLizaVKu6e5x47X31qGlrQsP3HkFsjOSz7qts72Qz7Rk9S4pdK/TaqR01hWXjcfkscPg8wWwfP1ulFc3wu3xyneW0Lr5mplITzvzurJrtx7Ao997Gt/7t9sxZnj2CQAuGAphw7ZDWLqmANcumIwrL594Vo+0aUchDpXUYOqEPEybkH9GbXBc3/hgI/73j29j2sR8GeMQuX2Qt6C7FR1b/wfexj2wDl3EKu/wVK9HIHs+Yqd+q/9JX6OBRm+F1mA7a81O2NOBwCFhYwAAIABJREFU9q2/hM4Ug4Sr/iQADkEfqN3TBjzAOXh+kpegyFu/DYaEkUi68g8YzHqoHTsfRzjgRdI1fzkrAMf+UusZDnoBnNoRWKMzyvhcyMDN7/Vj30fbUXuoAlqtDlqdFil5QzDjzvnC+XVF1TiwYpfwgtfpgc6gx/A5YzHi8nEnfTPaj7bg8Lp96GrugN/tA9+guPREzLxrAYz9zBiVu48IEIobkohZ9ywEy/j1t7XVNuPA8l1gEfsZdyl9LNl8CHs+2IKR8yZg4nUzoKGdaJA3T48bH/3mTex8dyPGXzv9kgFv/mAY24604PDRLngDQXh8IVB+ZyZacePUDHy0uw5VLU5cNzkdE7PPbn5s6fLiqaXF2FbSgg+/P/8EABcIhbGzrBUHqzvgC4TB+T0YDmFInAU3Tc3Aiv0NqG51YcGYFEwb1v88xaLur26oQJvThyvGpmJS7smrE4XDYTz2zgG09fjxxjfnfALAbShqwsbDzZicG48rx6fBNAimyb6s3NzlxZMfHcbSPXW4YlwaxmWdPp35ZmQkW6DXDfw7MigAjqW0clLPvpSWx+vDs69+jOXrduOHX78TsQ4rnn99OTbtKsJ/PHITpoyjqefMN/rmJcY7oNVqZT/zFj77FfuLKvH2R5tw7fwp8HoDeOnNVVi1aS9+/7OvYGh2Kv76+gp8uGwbvvu125EYH4P/e2MlNu4olOeePnH4GXXAZDQgJs4Bh90Cs8lwwrU6rVZoMSQlHnbb2Y/V0rUF0ucff/OLZwzgPF4/tuw6jBi7BX/8xSPIHJJ0Qh8H40s4FIC7cjmcJe8ibvZPEDPxEbmNf8TtCPtd0GiVV6Ln0CsIdFbJb4bk8bAOuw7Q9HpdIpoqf1sxXGVLBGBAZ4Z16DUwJk+Q63wtB+GuWiMmSo3OIGAp7O2UQuGhoBedO36HmImPQmuKgdZggdYUq4DHcBjdB18SkIVQEIbUSbAOvRYarQGe2o3wNu2D3p4Of0epHDMNmQlzxpyTkstdtRrexgKEAx7o7ENgy79JTL/sc9DdBm3Ah45tv4Zj0qPQWY7TP9hTj56St6GzpQNBj5glDYljoHNkwFu7WTR15sy5MKVOQdDZCOeR9xB0tUCj00OjMcA64hYY4vLhKv0QCAagQRhde56BLf9GWHKuQqCjTLR/IV+PAC5z9nyYUqfC314KV+kH0lcBYeEgDEljoTXagbAdGo0RpKur7EOQNoAGOkemAHGaTZVt4AXlSYl7lgc9XS5s+ttyEDylDs/A4fX7sfavH8FgNmLyjbNRsasEL/77k5h6zeUYd/UUlG8/jN3vb8GCr1yPuQ8u+sRdm8rq8OGv/gGf24vZX7oS7bUtWPHH99BS2YBbf/blT5zPAyarCY7kWFhjbccK15/0RABtNc3452OvICk37RiAM9lMiBuSALP97GVHf/fr77jP5cX+ZTsFzD7812/3d9rn7rgvEMI/d9bi75sqsWBMKi4bmYRgSAODTgtyerzNKKDqswAZzo0Os17a6gs0/MGQAJenlx3BoolpuGxksnJ/vVZ4J85mgNtnOi0gFW83gvditab+Nj6Tw2JAMATYTL1kbuQCHkuJNcNu1mPgvcpO3qujbS5sLWnB9LxE/P6BKTCeAWjkVJGdYhmUzByfpM7J+39GR40GHYYknH0pLaYhcdgsSIh34DtfvQVJCQ5MGTcM//KdP0o/nvjJQ0hJikXRkRq8/PYaNLd0wmI14boFU3DDVdPlnMXLtmHZ2gJZjVKLd9eNl2PhnPGi+aIGjtdzW7JyJ5as3olAMASzUQ+jyYBH77sWWRnJeOLZxWjr7EZe9hDsK6pATkYK7r9jIXL6aO64YvjtXxajuPwo9FqNrKqvWzgFNy+aKffo/R9B2HO//hpGDsuQw1VHm7Fh+0EcbWjDyLwMAVsxcXZ86+GbkMnV8ZQRuP9bv0cwGMQffvEI0k5SU/WZVz7G7gNl8AcC0u4j9y1CckKMtG/Q6VB9tBnf/e8X0ePy4Io5E3DHDZdh9cZ9+Gj1LlgsRlAzyY2ruqdf+gh7DpZDr9fK8/7k378ov3X1uPHyW6ux91C5fE9PTcDMySNwqLgGFrMR7yzZhPaObgGacTEn+j9u2H4I7y3dio4uJ+Jj7bj75rly7dsfbcbOvUcQDIfxrz96Fv/z/fswccxQaX+w/iNvaQ0OaAx2eI9uQruzHmG/G7HTvgVdnLIw6Cz4PdyVKwRc+VoK0bbhx9DozTANmSHdYhsEDgRvHTt+K7+ZMy5HT9Eb8DXvR8Lc/xaNWseO3yHs7YI1/yYBaXrbEAQJAjU6MZPqY4eKOdBTtwM815p7jZgZew69Km3ZRtyKkKcDHVt/CQT9sI24Dd767eg+8BJMadNgzjx+T31sDvR2hadU2rlr1qGz4CnoHTkwJo+H8/CbAsRiJv8btGaufsPSd70j6xNm24CzAd37XpDz7KPvFd+/nuL3YMm9AsaE0eja+xf42w7DdPVfpA360PH+AVcjeg79XczCiQufEMBHUBcOAfqYbOgsyXIdn0ljjoMl50r0HHwVnrptSFz4OPyd5eje/1dojA6Egz4Yk8bAGvKjp/B1IByEKX0mtMZYGJPGi4bK116CroI/IOhqUrSn2v4nBpUu5/vT7LDitsceQPYkRWMdn5mMN7//PEo2HhAAZzAbYNZaMO6qKbj+u3ehp7UL//fwE/jot28iKTcVoxdOOuERqKGzxFiRkp+OW378JbImfjzhqyhYvAnzH74elbtLULhmL9JHZ6OrqR2ZY4ciLj1B2rUnxsLv9WHXu5vQXNkAi8OCowcrBaBf/Y1bRMu1890Ncj/247VvPo3pd86H3mgQYJc/a4xo31b+6Z+oP1yN9DE5qC+uEWA3+54rkDl+KIL+ILa/tQ5Fa/eKtlFv1MNgMeHGH90DW/wnzeE73l4vGkqtXift3Pmrh6E36LHyT4sR8PpwtKgKb/3wBcx76Fqkjcg8gRafxy8UN1ajTsDVDVMz8KXLc054zIYOj5g+bUY99lS04/XNVUh0GGHQaVDR5MLUYfG4fWYWYiwGvLCmDPuqO6DTaETezx6RhHsvy5V58oRGe32htLMY9QKqlPvn9voVUO9P0FXd4sRTS0uQkWBBMBhCbZsLE3Pi8cXZ2XJ9a7cPXW4/qOShtYXAdF1hE7QaDXyBoGjUvjA5HUadFtTYvbWtGo2dHtH23To9E6MzY0Bzb327G6PTY2TueOL9QrD6U3KMGcV1XchKtOL2GVnIH6Lw1t/WV2BHaasAKILeBLsJd87KwvC0T/Le86tLsaeyXYBhTrIdX7tmOFy+AN7YUo0ebxAVzT340T/24T++MBKZCafnA02jSmmdE5kpFgy0d9CgAFi3N4CS2oFJI9LeqbRz2fTRmDgmFyXldWICJVj6/v++jMqaRtxw9XRU1TThF0+9gW27i/Hhyh34ye/+LqDs1mtn484bLsPo/Ez0ON2i0Xrqrx+gq9uF9VsP4ls/fwFHKupxw5XTUXikBn95ZRmONrbB5/Pj7SWb8dIbq0HwEhdrwxPP/1PaPoF7OZVrNJg/ayxuu24WFl42AUWltfjln97GloKivqciLSVeQNZTL3yA6+9/TMDnHx57BDMmD4fb4zt2PsEOt1lTRmHK+GEoq2xAZW3zsd/VP6jB+/0L7yM1KRazp4zCc68tx2//8q78TC0bVzt1ja2itTxYXC3mSoK9YTlp8AUC+PVvXsOmnYVy/q+efgcvvbEKc6aNQnZ6Mp59bRmefXUZunpcePzZxXj2tY+RNSQRN10zQ55zxLAMMWnrdTqMGZGNBbPHfULTt3PfEfz3799EaVV9hDY1+PmT/8DB4ioMzUqFw2GByajH/NnjkJp8+mpp9fnP+FOjgyX3aiTO/zWCnjZQ0+Y88i5a13wbPcVvw1O3Fa7SJQLAvA0FCHRXIxx0w9e4B2FfNzTiFK8Rny539Vr4mg8g5G6Hr2kfaAoNdJSC2isvNWV122AbfTcc4x+EbcTtMKXPEo2VRk9tWwzso74IfWyuABECKoJKf1sJeor+AX1MlgAS+9j7oNGZ4apaBfqtaY0xCoBJmQT7mC+BIJAasEBX5SdI4Sx+F8GeBtjHP4iYSf8PxsSx8B7dipCzUcAogzB01hTYht8q/endADWRBFEEXfbRd8OSfQXCQZdo/uxjvyTXBbpqEHS3RDSHRrhrN8PfUgiaMalhC/udMA+ZKe1oDDYQkBpTJsJVtQaehp0Iudvga9gl7ZLOvvZiaDR6AYSmlClIuuppxM/5mfSBAJq+b9Rkkja8lmA20Fkh3eYnfeT681/s/Wzn+28CNII3gqrnH/gN1j67BFf864245lu3KV0LKzLFH5EH9sQYjL1qCkLBIMp3Fvfb/VAgCGdHDxrL6hEKhpCYnSqatoqdxVj3/EdY+ts38fHjb4uGr7LgCFb9+X3s/WgbeJ8jWw5hya/+gaOFVRg6YxQOrSrA6mc+gKujB1njh4l20Bpnw/hrZyAxOwWl2wrx3pMvyyc7tO/jHVj73EdormgQzdzGl5Zh82urpa8EgK9/+y9wdTox/LJxKNl0EOueWwJvZOHY+4Foqv3bv/1BgN34a6Zh//KdePWbf0YoFELO5OGgFs6RGCP+b6TLpbJxjiGQe21jBb7y3Hbc//RWvLC2HN5ACO/trMGflhejqtmFiqYeELAsKTgqWq6GDjd++0EhjtR3C6moQbpxSoaYO2vb3Pjdh4excn8DGHh4qo33Nhs0+PvGSrn/l5/ZhmdXHkG3x4/3d9XimRVHUNbYg+ZuL15eV453tlYjPcECpzeIx945KCZWtv/65ko8t7oUJfVdWLanDj95cz+YJ+2GKem4aVomxmbGgq5FBD0eX1A0jHmpdjyxpAgr9tdLF6kJe2LJYWwuaYbXH8J7O2rwyoZKOD0BZCfZ8Ov3i7CuqEnOfWNLFX7zQRFae7yYlZ+E1Qca8fbWagGAfZ+X/X7qo2KkxlgwZ2QyCOYeX1IkWsChKTYBlPE2E2YNTxQw3Pf6/r7TpaG10zcopbQGRQNHm3m3i87hA7cRzTtsZnR0OGEyGbB5ZyHWbN6PSWOH4f3l29Ha3iUaptLKevmklu1QcTXqGlrxra/chOFD09HQ3C4arsQEB7y+AFZv2Q+314v771iAW66diVUb9+DA4WoY9MyarIHdZhbfs69+aRH2F1bgzy8vRXlVw0kfyuv1450lW+D2+tDZ1QOPz4+j9a0nPZcHr184VZz2F3+8Da+8u0bAC/3g+m58bpo4CcQolHtvLe1dePXdtaAp8odfu0O0af9cvg2bthehtr4VBr0e/kAQY0fm4N5b50ugAE2yh0tr8aXbFmD+rHF47tXliHNYUVHTiCWrdqG9y4m1Ww7A6fIIHWjynTdrLF55Z41ox77x8I1Iij8uOLPSk2Aw6DF1Yr5oOHv3j38vW79HtIO/+tGX8cAdC9HZ2QOC14L9Zbj+iqlITY5HY3M7brp6+km1i33bG4jvBAPUitH0GPL3wNe4C527/gjv0S3QZF4ugIpaKevwW6HRmxA77dti5gsFPKC2VdnCCPm6AJ1RtFvWvBugGf+QaC50tiEguAuHgtCZTgSl4SD93IJyj1BA0XweDxwIC+gJB3zHNWKhELRGG3hdOBQB+BTmxlgBmdIWpWvoRN5gH8MBl3RVq7eIBo/AUTnO+4alD7yeNNCZPrkapdpMa4oHdCYBRzRpas2J4s8mElark5W7t3E3Wld9C6asebAMvQZBZz3oZ0gwJaCKgSLhkDwD70+zKf3ZLFnzZAzsY+9XTKHWZHjqCeh80NuHiIZRzm9yyfXQ6hEO+tG973n0FP5dNJLGtKnw1u+QoBBRPckTXhz/ZYzNwZX/epOApwPLd8IeH4OFj35BeKjvExgsRlAjJePW90dAfmsorsULDz0uQIk+dff/6esg6KK2zGgx4fIHrsGUm+YgdkgCDq0ogNlmgclmFllnNBsRmxqHsVdPxah5E7DjzXWoO1wNV4cTuVNHyPX2hBhMvF7RQlPrZ9fFCLBjd8w2M2wJDrmHzqjHmr8sQUtFPbxOLw6t3iP3WPjVL2Dc1VPFh627qQMa7Yn6g+7mDmx7Yy20Oh1m3b0Qw2aOwt6l27D/o+1o+s6dGD57jMjA2LQETLhuxin99k5Coov7UDgsrxx9zOh3RqtFSoxZtGzUzsVZjeJjRdOe2agTU99Xr8xHU6cXaw81ShQkCUBz7IcFtQKsOl1+uL3/v73rAJOyPLdnette2WUrZZfee1HAhij2bmI0Rk3RmGpMNBFTNTHm5vqYYq6JSYwmaoyiGBUURAWk97aFrWwvszu93ue8s7PsrogoM8jC9z0PzOz8//+VM38587YTRFWrE9OHf3TsmgAXBhiLN7VnfFrPMhJNsBh0Yh1MthrEpUsPFFUHxuQn4/Pzi9Hh8IuV7UB9F0pzE5FsNcrYJGl1bR6xptFq9uTbXlw/txCjciPPlkCIHjEdLp+RBxoifv7SHlQ2RYwath5XL614vPUlmPTQp2lx3ZxCdDh9+MXLe1HV7ERTpwdv7mgE13n/FeMwLj8Zf1t7CE5vAHpd/3OvrNGB5zbUCum984KRyEgyCREmdrcsHC7xdpxzZpJJrIS0Zh5vY3joqDhJacWFwNFHPbrwKA+E411xn/1I1thaO7qxc18NSofligtz1bs+SXBYOHc8brnmXFjNJrEoJdksQmTMJiN++bt/o7m1E3fc+zt89aYluGbpHCE17I8P4kAgCKvZKC5AfhbiT4E+jc9qnU4rMXi0jvXfemTHDdsO4Ds//QuSEq341f03gxa+LTvLhdgc2SvyjgkaRoNe3KV0ma7fsh/Pv/oerrpobr8YMsavsdGFu3NvlVi+hhdHY3wifXH+JGgaaIRskezxOK7N5w/I84xrotsy2sT5x7MegMfjkwuAZJXzogu2IC8Td91yEfJzM6HX68QM3tJuF0JKTHkx9W08jmP4fUcn7EzMII4kk2zsk4Ny3pwj58z5Opyevt3G7X3I343unU+KlSdh9OegNybCE/AK2TCkj4Ylf4G4T/0dlQi5m2EeOl8yIBHyg2SBxENIGDTixmQsGa1NhpThYHydq+p1GJLtEs+lT3oT7uqVMKSPAi1QQqB0ZnFLhlytCNqrEE4qiJAbJjCEAjCkjoRpyBQE7FXwNm+PkCFnI8wFi6AzpUosW2QODOgPC9kh4Tnag50uX39HGTz170Oj1SFgrxBipEvMR9BxuGctRz82Qri8kdi+cFDWxji6aCIBXzUwAkGvrD/oboYxrQTGjLFw8GFDchoOQaPRQWdJg6+jQqyLhsRCmIdMgbsyT6yXluILxK3q2P8vmPLmSpICEx56yS3PhFBA1skTOhwOwt9RIfPRp4yAzpohhFKIouwbjKxLsovjdhqdUMfBAPEMIzk7Vf5BqxHLWFJ2Wg+Bi3ydEcIWGapuV6W4InNH93efRScSDoaQlp+Ji+65BiQ4dE0yxo0JE7y++C9rWC4KJkXCBJh0wM+ije9J8hgbxxg9/liMJiYEvH5wzgN/QEaP7ftqS0mAo9MR6VsM1SGEQyEheuyfjXM9MvKRozkGrYFMvIjOjWSORI9zYIwf7x20NDK5g/F7Z0qL4lWUmYAZI/onB/b5GgUOYmc16yVOy+sPCnnW6TTi6rz/XzvR6fThD7dNx9PvVqGxwy3uymj/H4Unt/PxWJRp+9D4Ax6bcr+39vgKPf6gEDu+cp588vB5wWfOjfOLwJi4n764By1dHvzouZ3YWduJO88vEYIlZNCkR5vDJ1Y5ulTZeh5fvVPlp3QX04pY1x6QMCYSQMbucUByNbp32aJJcgMxI058FnFMsQAiLPhx3rQEkviycQ5016bZPlk6qcnAeEHpIqb/9X8ax7TrT98ZT0AmMjBmq6zyMA5U1ONHj/xDiNbVF88REjBhVCFmTx0lQfDNbXYhb//+7zps3V0Bj8ePWZNL8JdHv467vnixkAuSFX6bjIdzONzi6mMyRLfTizXr92B/Rb24CkkweHJxDrKvyytELxAMwuP0RIjRgKV1dblg73IhOcEKrUYr1j1asEiwBra/vvA2Hn3iZVkTMzjXrN+N8aOLMKIwR04grpvHsgQI1/3DXz4tJJJxa9np/a05WekpWLxgCnhxPvPSWry/aZ+4gceNKkBRXqa4ZJnNWne4DXvKavD6mq1ISLCI1VLmxRusmKr9GFmUizlTR2HfwRpxAXP99Y1tYnljvNvSc+lirhEXMudVWdMoWAwvzBHyt2NvJapqm0Gc+rb5M8dgeNEQrN24Bx9sO4h1W/ZjaHYaxpcWCD6cH3Fm/N3JaTzlw3AfehNtb92N1lV3SaC9bdR1SBh9PbSWdKTO+wkMaSPRvfPPst2+9X8RZPKB3iwuRF1igVjeSPaSp31TtrWu+hpaV90Jd9VK6d9SdA6SJ30Fge4GtK+9H+1rvifB+bQs0WVJaxbjyOimZXKBPqkQWkuquCZT5vwQ+sShsG96BN07noSt9GokTbxdSCZdr9xXZ06RWDomM0gMW491rS+GieO/COvwpfDUrEbH+z8W61ny9O9I38y81ScWyNj9kjN6OpC1chwmBmg0Mp4+pThiUdTw2HzoEobKOsy5s8TN6q5di873HxTiRiIKkn2NFpbhS6Ezp8Ox91m4KlbAUrAQKTPuAUlfx7s/ROvKr4jFkkSNblKWZ2GsXLTJXBKHCvlkFjDdyoz5o6uZiRF0qep75qnpxYcWhTjcMaOTOoFXJim8+MBT2L92J2g12/jcOxLDRgsTW9AfgC/kRefhNjQerMNbj78siQ6MfRuzaPKHRiaxIqEhEWScG+PCSN6khYCAzw9mcHqdPRZfGSNCgqIEj6/cR/4OhcVVKRmtoZBY7Ei+6B5tOFAnFj6SLU/QLXPlOCRedIkGfAFx9XI+/GdKMKNg4nBZC920jWV1su/Rsl6Ts9Mw6eJZsDd3oOKDfajdeQiH91VLHF1OSZ7cq7wOlxzP+9OZ0rhSukppOWI81sBGgkFSQXIRCIZlP2aKstHFyONIXNodXthdPlhN+t6YM7o4SXTkOeAPyr5RotR3HBKYjxzff2R8kjO6Mt098+RxjFnj52ycF/9xTL6Oz0/BE7fNwE1nFcPHz7wB/iyVbdG5cT7skzFybCxTxrmwb/bKfrgv1859OZ7bF0JOqgVj81LEwMEEkB3VHT3kMXJrks56/hs9NAkLxmZLfN7yLYexsbwdlc0OTClOBV24JHLEOEJEP9m5x6Xvre6Ki5RWXCxwXOi+mm5MHnl8dVL6Asn30ZgqErj//fMrEsBvNpnw6I9uxcI5kVT62dNGg265x/+6Aj/5n3+KZYjWp0ljivHqqk144bV1MBh0cLm8uPmac/DVL1wIWpBGj8xDcpJVLHZLzpmKuyouAt2E9z/8d4nLYsIEg/Lpspw0thhOt1dO9rSURMyaNgrDCvpbwTjfc+dPlLIkjHl74NfPCKGZOaVUskgHri3RZsWKVZuFuDGug+Mx6WDyuGFCuEaNyEd7hwN/fPp1ITW01j1y/y0yxsC+OMcf3HU17A4Xnnv1PTk5z58/CQ9+5wbJsmXG7YJZ46Qcy70//5tYCO//+jUYW5IvXQlRRVguCFoaf/LdG2Xdz/xnLV5+YyPC4RDOmjlWyns8+O0bJA7uHy++I7GBOdlpWPbN63HTlQvx1ns7cLDiMB7908tY9q3rQKyijfPp6HTg2ZfWCjZ0B7Mv4lPX2CaxcySIJ5IJGx3reF5ZAiR5yteRNOmrEbccD9Jo+5UOYVxYxrmPiZWHViQSAcZ1cb/0sx+WGwwtWvycZIzu00g9OX5Ei4FBSI9t1DXihkW456bLDFeNFrbSq2AdeakcIzXftFqYh86VHw4kSyQjGef9LjI+u9TTchEhIwljb4JtzOcisXgaLdLOeigyH82HY1g4j5QZ34lYr7gOraE3y5YxZpkX/rlnzA//jjOklSD70ud7tutgK7ka1pFX9o6bsfhPAnc0azft7F9FXLwyjl5umiSJbLYRl8I67KIIRvxMoxPMaH3rh5vOIIbEIVe9FhlXjgaMGeOQce7jkb+0eujMqchc8rcjxzJejz9vNbrIWMOX9s6zp4tT6sWcaEF3ix0rfvEs9CYDAv4g5t98PhZ++WKZZ2J6MsaeNRVtNU341/eeQMAbwOwbz8W5X70ERuuH63MxgYEkyZxkkQdx38XSisZYOJJDWuaiLSkrBcVTS5A1LEdckXwtnlYCxpXRXSv11bT8nWJAam66ZL9uf3UDXnrwr5h/82JkFGShZNp4JOdErEE5owrEXcpMWnMoiGEzRiGnNE++l+lXzIe9sQNVmw+ifP1etFU3ISEjWVyl0fnwlXOdee0CsCzKtuXrsfftbWI1vPbh22VOOr0Ww2eNAcc6GgHs29fp9J4JB0UZNinRwdIdA9uooUkwGrQSl8XyHjOGp6M4M2KdZOzWrJEZkmHK/b6wYBjW7GnCQy/vkSzPmSPSkZ1iFvdraU6SxGkxu7Nv47XFxAD2e7TxS3OTYNTrQDcq3aczRqZjeE+CAEudMGaMCQa8RMfkJSEz2SRu11e2HMaKrfViOSMJu2xqHu68oESSNUblJiI31SLJDgnmMGb26ZPEjLF8TJSgxWx8QYo8++g+TrIaZL1cP8e7amYeWrs82F9vx66aTtS2uZCXbkP+gAQEWt2+d+loiel7cWONGE0WT8zBrz43WSxydJlOKU5DSU5krX3xOZ73nFs8LHCacBx+yrR1+bBudzuWzvkw2TmexZ6sfegWZdIDrXOVtU144unXhVA89P2bUJiXdbKmcdLHocVr1Xs7QDK2et1OPPaTO3DtJfNO+jzUgAoBhcDpjwCzV2t3VsLn9qFuZyXe+cvrEgt39c9vFcvj6Y+AWuFnhUBDp1sSOGg521Vjx+/fLMOl0/Lw65s+bMmO1xz916kuAAAgAElEQVRpfdxf48CIoTYh2rEcpz/VjlHPFpMOJXlH4q5i1G3Mu2H5jOUrN0oZDdo3Ljh7Cm678fzTmrwRRMabvbpyI8xmI1gmhCVPVFMIKAQUAvFAwN7YLnXsPE63WN2mXTEPF91znSJv8QBb9dkPAWbmsviuwxsAq+bdsmAYbjvn09WR7dfxJ/iDDlcatYpzjq/syCfoGnGxwFH3a3uZHQsmHSkM+kkmpfZVCCgEFAIKAYWAQkAhMNgRYGze39+sxZVn5SLJFlubWWx760GaQZXVTUcCZgf7F6Dmf2YiwKxLKh+wuKwl/2wY0kadNCCY5Sljd1bAkjcfVEE4HRuzdL1N26XWXdLkO46UTzkdF6vWpBBQCJxxCNC7Fy8lBt2yZcuWxRpRZoIw+6UwO/YmwxOZK7Mw/++ZlZKRwyKyEvh8Ih0e5diG5g7c/8t/oPZwi9Rfk7IZR9nvVP6IOFF1gWU+RhTlnMpTjevcwj4Hunb+Cc69/5Bab8aTSKJYhoOKBM49T4PjMpB/sDd/x0HRoKUOqzFtlCgydKz7MULORinJwkQR++bfiIqDMX10v8SSwb72WM7fbXfinSf/K1qmTEyIV0Hbjc+twdt/eFUK81I2S7XTBwFmaj71TiVW7mqU5IPs5E+vnBRPVFq7vfj1iv3YU2tHfrpN5LPiOV68+mYNvfRkluGKbWZ8XCxwBr0WWSmfrE5KrIFjmQuKpLOkxm3Xny9Zjqy59vhfXxOZrvPm95ejidX4bR3d+N8nXsaS86ZL8Vygf8G/FW9vFlkpZp3eefNFn2rYN9dul/Iely+ehcsvnC1Zsn07oiwXs3OZzXvH5xZjaJ/ss777fdT7DVv3iwoD5WtYpuSMbSK7ZZO6bSxlcTJbVAlBFBp0H848PJlzidVYWnMaLIWLwELHzIilugUVFRImfwUJY25AyNMBc/5ZojYhmbyxGniQ98MyI3ve3ipFeCcumSn10Da9sFZKc4yYMwZDRvaXUIvVclmAd+UTL6Fk/jgUTo7IfkX77mruxOo/voq22macd2dEciu67XhfWS7l9d/8G4yRm3/zBZHM1+M9WO33iRBYvrlelAwWjs0WWS3WPaOM1aEWl0hSMZPz07Zn11Xjg4Nt8IdCkg3KhAGqKlD66kRbt9uPv6yuRFFWAs4ek4UhKZ/uPvzUmkPYXt2Bi6bk4rzxJze5kiVayuocyM+MvZRWXAicyxvEgVqnVB8+0S/w0x7f2NKJfy5/F+e0T8C1F8+DzWqG1WJCWkqCBO/7/QEptDswtZdJuSzop9VpP0SMBs4lWoS2r5VNCv+yiGYCteCCIgGj7Sl+y1o8lPS68fIFyBwgA8O+2Hj8wMZyI1JHh5USNBqp9cYMUmbKXrhwKixmU78U5bbObqxYtQkGowGXLZ4FCtaz5Agb58C6UX3nPHA89sfivyynwrpuLN470FoZxYnzHbhtYH+D/W+N3iZ1ytyH3kDI243E8TfDnH82PA2bxDonRWTDQWjNKUgYfaNY67hm1ijzNm6OFPDVaEVwnSVHqCFq3/q4FOFjUWDKVNlGXS3lR5wHXoC7epWoOAS76yIlST6inhkF3V0VryEcDsh+CaXXwFywAAFHvdSwC3naobNmgpJXLCRMSS8W2h3YXJWvwXXodSnLQfUIFhKmTJdj91/hb9snNe8oI8ayMonjb4V56GyZu6Ps3/BUvwWENVKexDbmBrAmHJurcoXUfKNyAi1r1hFLe8TtX4Vl2GIpkRKpmQepj8dixOacWXBXrZIafOahc2Q8Sp25q1dDa4iUT0iceLvIkQ1cw+n6N6+z6q0HsfG5tcgsysH4C6ZBo9NKAgCzOlnkltcz71cDG+8brL7atyDwwH2if7M4Lm8iffuhSkNCQhKoukAZLxbVjTaWMxl/wXT4XB6kDu0f68wacbznRQsBR4/hK8dhUDfvGX6PH3vf2oamsjqMXjAJQ8cW9Ru/73Hq/adHgARiZ00nXtxYJ9a2y6bnyfOAxW1TrQbotRHd0aNZh+Q+z4L2WpaLP3rbUtmO5Vvqccm0XJw/OVckth54bhfMBi0unJR79IN6PqW3ju1oY/NZxe0pNqOUSDnaPh/VOY/juvl857w3lLfiv9sbwLIqi8ZmH3W8j+rrRD/nCjsd/t4iwifaX9/j40LgSDZI4j6rRlmtf760FqlJNlRUNeCL33kMP7vn82ANNp4Eew5W4bqv/Qr2bhcuOXc6vn7rUpnq+5v34Xd//a8U0vX6/Vg4e4KoEpD49W10Lf7isRfw1vs7xJpHBYM/Pvw10fbkftT2pAIEa8JRMopyX6y/tudgjVi2WKh30ezxGD+qEGKxe/JVbNxxUNQUEqxm/Oib16F0RJ6UN/nVH14EC/7yhkhxe1ru1m3eJ9Jbr6/eIjXefv3DL8rfHJu181as3ITObhcsJiPuuv+P+Nbtl4KasE888wZefn2D1Jfjmlh/jpJeAwkY/ybB219Wiyu+9BA6uxy44sLZ+PoXWV8L+O/qiIuV8mH+YBAXnzsdt99w/jFJYV/8BtN7ap8G3S1SYJZuzO7tT6BrxxOirkChde2EL4o6AjVMOzc/KlXnU+c9CHfFK+ja8SdQN9RSsEBIHOu7+TvL0bb626JhyoK0jj1Po2P9T2DMojg7RCWCxYSTp94Nx75n4G3cGCnLPwA0d91adG37PSginzjmFnH1dm75H6RZ0kBLl69lB/ztB6TenSEzSVyx+sTcDxE4Ty37eRw66xAheCykq7Nli9qEr32/kEkp/puQg86Nj6B71/+BNeI8de/AsfPPkdjAjDHo2vo4urY+Bn1ingjf27c+JoQtafJXZO0kkpyPs3w5tNYMpMz4rmDoa90jclrWYUsQ6KoR4mfxzQcmhuHY83cZM3nS7TAXnCsI6JNO/Ff9AChP6T9Z/LZy80GYE8ygyHt7XTOWfv9GqYOm1Wmw7ulVeOVn/xAid9VPbxHZq2AggDVPvIbdb26Wh4ZOp8OC25Zg/OLpH7rWWY/uyS/9GkG/XwrkFk0txWUPfF5E5HkfIKHbs3ILPnh2NVxdTiz40hKMOXcKVv72RZR/sB8JaYlY/K2rxI3LAsWv/+YFKejr9wYwfEakL61Wh/INe/DGb16UIsB6kx7F00rBWnSUz+JN5aUf/x1N5fXS1yn9hQzCya0vaxUxd9Zpo3D8N/66FfdeOiYifaXX4pVt9XhyTYWQpXsvHY1ZJZlSyJ46oqzVxns+rWqXTcvH5+YV9hoDolBQ0op9T8hPwZLJuahuceKeZ7ajptUl4u8/e5E156hsoBMViGVXjYfNosODz+9Gp8svmuUluYm4a3EpCtKtUqD3rr9sRn2bW8pusEYcDRCJZr3IglEHdU5JBu5cXII/rCwH13fT/CJcNiNfSoY88so+0WQ1aDUYlp2IYVk2VLe65PjnN9SIxNbPr58YnX7cX2k7oTIVPZOxbrHvERAZjzEFn10ZkZSkBBFcJ/MdNTwPv7j38xhTkg+XxyMni88XxL1fu1IsbSz4W9vQil37q/HdnzwlcV9337oUmalJ+O2Tr2DFW1v6YU7FAOqPPvTY82JJe/SBW0Hh+dvveRwkNNRR5a8WjzeAKy+ai/POmixFeV97ezNmTCoR/dEdew6h7FCDKD88/LsX8fKbH+DKi+ZgyTnTsG7LATzyx5ek+O2v//gfUVg496zJ+MMvvioFcK+75CwpgksSee78Sfjxd24EC/ZGGyXFFs2bgJzMFGRmpGDZt6+X/Vjol+5jqj48fN/Nsvsvf/cfIZjRY6OvvGBZI4//fviNa8Ry+fSL7whGG7YcwH0P/x02q0mIr1ajwa//+BJWr98VPfy0eqXViYV0TdlTRJBen1YqMleUe6KbkxYzWtrcNaukeC0F50X6idt1RrgrVqBzwy9E5B1aI9w1axDorhMpK8feZxDydkKfVISgsxnu2jWiS8qECWP2JHHdfqgyaw+63vr3EfR1wTRkqgjTm4fOQ6C9DAF7tcxXozNDZ8uCbcTFImLPAsIcY2CLCMDr4Gvbh84PHoLr0GvQmlJEAovzZ9FcSmSRYFEujP2H/d3wHt6AkLcD3padYmmDwSJKFZQco6Zs0F4N28jLBDfGs+ksGVLEWGtMEGshxyCRI2ulOgWJH4XqWWhZY0pG0NUCT/WqiCZqwSKQLAthNh7R4R24ltPxb7ouWXCXRIo6ppf84EZoDVpRXWivaUHRlJFYeMfFaDxQiw3/XCNqCu/++Q2sfuJVIUlzP38emsrq8dojz6PhQG0/iGg9e+orv0Vz5WFc+dMvYtFXluKtx1/CmidelR8TNF1QBsuSZMNF916HtupmrHzsJficXsy8bqFY5A68s1MIW0tlI57/wZNwdjqw4PaLkV6QibV/eV10Tznuv+75E1ydDlz6wxvx+cfuwqIvL5X1pOZlilrD+Xdfgbk3nddvfuqP2CAwqTAF03q0TuePysL3LxsDszHy6G+2e0RA/uYFw1De5MDT71ULyVq+uQ6Pv1Emeqc3zi0SbfPH3ziAd3pE4o82s+YuL/bW2bHlUIdYuoZlJYgqAnVG39vfgp3VHaBL9HCnG8ue3439h7twx7kjcP2cQry65TD+760K2f7L5fuwdl8LFk/OwXeXjobFqBMPFI0v1DXdU2eXgrzM7qxrc8mYLBNyuMOF+/65A3vrunDT/GI88vkp+MaSUlw1qwDDs2xCAqkje/eFpUebflw/Y8FhPldj3eJigeNDJ2oajfWEj6c/uvXS05KESNlsZlDuie5Auin5q3LaxJEYPTJfRNxrG9rQ1e3GgYo6keGi2f+PT7+BbocLE0YXivmVhCxqpWpq6cQbq7chNycdU8YPF03TMSUFokZQVnVYtEip80lr2fzpY9Dd7UJWejIqa5qE9OQNyYi4c60mNLfa8d7GPXC5PVj+5kaxDg4vHIKM1EQEAgFRlNBpdbj6ojkoyj9SWDgpwSKu2bTURAwryO4HCX+p0P1JgXlaAqkckZxoxdvrdqK1rQtnzRiLyWOHYdqEkfjLc6tw8FAdpk3sH99CCyrFfqdOGIHJ44ZjxsQSPLt8LTq6HNhXVou9B2tF1YFqEbQ+jhmZL9j2m8hp9IdGo4fGECHJIihPRYVwEF1bfgt37WokT75LLFstb9wmCgBhvxMUaNcYE+GqWI6Aowm0SPnth8SlCbopc2eD1imtIUGE30kSfS07I9Y2XukaylAd44oX5YUeQXpiTb1SmvD6HqPRS6wZNVql9d3W8/1YCs8R169j99/E0ujc/wICnVVIW/grSqT3KkvwGoiQPd74tRENNo0e1hGXIKH0apl30N0ulkqOxx9PdMces/Vs751f7848OjJ2ZBv/PjObyWoWaxi/18SsFKTkpqOrpRNBXwBJ2akYPnM0Aj4fjDYzKBBPSau9a7aDxXPL3t+N6u3lSMpOQXohrar95erK1u+T7Xnji4UIWhItyCgagoqNBxDwB6DT6+X3w4jZY2R7wcRhaDhYJ+NnDR/Sq9qgNxlxaMsBEa+3pCbivafekDi9vHHF0BsMQhwPvLcTV/30VpTMG9/7RVJ2S2/UgxbC9PwsJGZ8OuWe3g7Vm6MiQOmsRHMkFjs1wSAKBxR9p5wVLWcTC1JgtehFFL61ywvGx22q6EC7w4eKpm78a70PiRY9spP7h+pEB+Mzh8+MN3Y2YMuhdhG9v+/ycThnXDY2VrTBqNOAigxP3D5DFB0aOz1iSZs+LB1nj85CeWM3hiRbIuSvogMbDrYKafvK+SPR1k3N50ijS5RjUeQ+qi1KhQMSPFoBWWtt7f4WXDp1KBZPypHPo8dyOxsVIag8cTIbvcR7qroxfKhN5h3LseNC4JyeIPbVODCl5NMHRp7oIqMxZXyNxpXxIcTG4H7GwNHHzhOCn5tMBiEhc6eNwi/vu1kIG12sjGPr2yhtxXg6FgGOJpTQ8sYTmLFj8qALh0Vrlcc5nR50Oz1ItJllPI4rjQLvBr38sk5MsOKBb16HqeMjBQYbWzqQYDPL9kDQBZebOq5HmhBRxpMMuCFH96CVUOIH+qw96gam5Y7NIyLXgNHQP8ki2gcJK+P4SORI3Ni4dpPBgGAoKMkN37/zKvm8vdMhOEaPPW1eRZTdI1YyuiQD9kMItO+X+DetKfKwCfs9CDgb+G3IfmG/S0gPxeh15jSJGWOpDE/NWhhSimBinFf1Krhr3oY+qQCGpEI4D76AhDE3CqmjVijLh3BboLNSLHKMIxvYzPkLxNLlqX8PWlsWPLXvwJQ9WaxkLH8S8jsR8nX1xLX55b0IzA/oiBmhtBhSbzXkd6Dj3R9Ba43+WKAJJghf624Rng/aD8FcdJ4QPnPhInibd8B96HVZA93M3obNQuYsRefB27wNzv3/AiXHNHqL6LdSlizktUeE7oVzehHydon4PKdFssa/Q55OEam3DL8Y3vU/havsZYQ8dpm5IX1UxJo3YB2n858Sy0au3qMXHI1G0oo8j0b0R7n+aMwZCRXJ11lfWoLpV84XaJh0EBWTj2JFCS5yegrFy/E6LdxdLjB5idd/9H5J6S/e3zzdLpmDmfG9vmDvfMjyjFaz3I/yxhTitqfukf4Yo8djKJ+lMxjEOhgdm6+8f8n9kk+4Y/xW6XuMev/pEOAzgU+/qOR09LccPSh8T31RtqihgtJcfIYw6YFWMLaWLu9R7/M8N/gcpXXrrgtLQemvaP9yIGPc+Dyx6IVoGXRamPQ6IZDyDKbHxxeATmtCgkUvsl78nK5T7tuvLy6i53erzazv55akhY6EjsdxPSR20RbkvTx8RMw++vnJerWaqbEe+9HiUkaEJURa7b7PVI3B5wtg7Qd7cLCyQU5KWrC27a7EyrU7RLR98rhi/P2F1Whp78KShdPEksb3a9bvgtvtR31TG37/t//KST+utKD3xCYRslpN+M9r6+HzB+X4F19fjyWLpuGGy86Sv6kJSl1WntRPPf+2kMX77r5Gkgl2H6gR+aqCoZm4cslsiW1j2Q4mXTBh4JWVm0Tmasr4EaJBunH7QZRXNYKi73yl9Y0X3cp3t6OlzS7Ek1Y4kqu+bcfeKqz9YLcQsCFZaSjOyxLN1/LqBrR3duPVVRsxacwwXLt0PtJS+7u7qW26Zv0eGI161De04l/L38PsKaW4duk8Sb6gy5nY8uZ7qLZJMl6TbBaMHHbsgNW+8xsU70k4fN3QGBOEAAWdDTBmThLLmc6SLmLwYb9DXJMBRwMMqSNgzJ4Mc+5MIVSu8pfht1dQnRyWovORMPoGkPjR7Rnsrhd3pK9tjxAoxskZM8dHHpx+B/wdZdDqE2DMHCsxYhS379v4t96WLQkLdH9SdD5p0h1iCQwFXGDSAePFzHnzItayoA+mrIkwZvWP/fA1b5ckApK0QGe5lPNInna33CW99e/Bb68CLYokd5y3WA1NyaBYPTVjWQLE17JbYvv4tylnqpQ80SfkIuhoBGPcGB+oM6eIm5QEjiTWmDlOCK9Gp4c5dzYMKcNAtzTxNmZNkLHoMtVZs4U8+jsOSEKFPmV4RLi+Lxin+fuuVjv2rNwMZ3s3EjKSkJSVig3/XC0Wt6mXzRVr1/pnVyMpMxmTLpmN5MwUVG7aj9rtFaAFj5qim55/B+mFWaJrGoVLrHnNdtlOTdZ9q7ejZkcFLvz21ZJQsOmFd3Fg/U6kZKXh0JaDoqYweelszL5hEaiqsGflVrTVNIsAPV25zRUN2LFiA6wpNjRXNmDdP95C5+FWjF40WbRfK9bvFXdra00znB0OmUtzxWHsW70DAZ8fSZkpSMvLjE5PvcYQAZKvNfua0d7tQ3qiEVnJZrywoRYNnR5cMGGIEGjGhyWY9Lhocq5ke+6o7sS2qk5xo9KS9ufVlZKYQE3Vvu3VrfXYXtWBycWpOGt0Vj+iUtXiADNg3f4QrpqVj2SrUZ5fdHl+UN4GtzeITZXt4k69bk4hFk/KFVfuhrI20Bp4uN2NN3Y0IMFikAxSun7f2t2Ew+0ueba9u68FNW0u0Vulm7jbE8AHZW1iPWx1eFHf7pa1cv3v7GmGwx1ARpIJxVn9n3l91xOP9yTGmSmxLyMSFwLHX4g6nQYZyZ9dKZHERAtystIkk42EZVxpIbLSk8D4uPkzx6IoL0vi3ehKnT5xpLgaaQEjS6+pb0FVXbOUHlkwexxysyOCzdEvlm7OkcW52F9Zj8NN7Zg3fYzEotHSR/cpLXz5uemoa2iTrNcffP1qzJxcIofvK68TglaYlymJBRPHFGPokHQ0NrejqrYZdrsLUyYMFxfnpLHFEt/W0tqJsqoGcYGOKM7BtPEjxDpGwkcrIWProhY2DmKzmJA/NEOII7fn52Zg4ZzxIGlsbbOjur4FU8YNxze+dAmGFfZ3wfJ4Wuky05Jg0OuFWM6ZNhpfvelCyXrNSEvCxNFFYq08VNME/uO+Z88ej8z008sFwpgskipr0fmRf8WLhRBpDZH6hiRjJF7W4gtgLT5fXklyaHVi3BczTnksyZsp60jZGsZ/0XUZOe4CWIddGIl3o5Uza6Lsz22W4vMlQ3UgeYueh/rkYtDaxeMtBQuF7HAbExFIiiz5R5InLEXnfoi8cV9a+rgtMheub77EsoX83XAd+q+QupRZ30fSpK/APHRuJM6tZwIkrFybHDvsQjBzNGqZ1CcXRfoddqFgQ4JGi6R1+EVC3tgFj+ex3Mams6TJvsQw2iI4LoG1eLH8YyLImdboXoxmgnodboyYM1ZIeU5pvrxntiitZsXTS1E4aQRyRuWLK9Tr8kqGZ1djB4aU5GHk3LERd2wPgHyojFk0GW67Cy2VDfA4PELeplw6V/bwe7xIz80Siwfj18aeNwVLvnstKFjPRsH5jroWTFo6G0PHFMr4RrMRDftr0VLVCL3RgNL5E5A/rliSK0jSWqub5B8jBIqnlCB7ZB7CrBvq9IDrKJh0cmWOeqA47V+GpllhMejEusU4shnDM+TH4sghCSL+nmwzCiGaUpSKScVpGJGdgJEiSB/GwQYHqClKQfv5ozKFAPUFjBYvCsvPHJGOYdn9iVEgFBYr2vj8FMwcmSFWMVrJpg5LA7fRneoLBHHDvCJcO6dA9h2abpV6b05vAFR1mlyUhtkjMzChMFUSEugOZh+sEUdh+xkj0jFtRBpKc5JE5J6WrtZuD6pbnRKDx7HH5af0Wg9pYJo1sn/mdN/1xPo9Dcz7qh3ITTf3sxjGYpz4SGk5/NhaZseiyScPpFiAEc8+6Bb994p1eH7FOlRUN+BPv7zzzK6xFk+wVd8njACteHTLsgQJySYTGFRTCBCB/e/sAK1zm198F6MXTsK1D9/2oVIiCimFgEIggsDgk9LyB1HbrKS0+p7AdHtSPH7pedORl5OhyFtfcNT7Uw4Brd4Ka/GFp9y81IQ+WwQYt0ZrYEZhNi6+9zqMO3+aIm+f7VeiRj/FEaBFsGiIFXp97IPg4mKBszsD2F3ZhbnjlfzKKX5uqekpBBQCCgGFgEJAIRAnBJjkcbDWiWFDreL6jeUwcakDZ9BrkJZ09OzGWE5e9aUQUAgoBBQCCgGFgELgVEWAMXAHarvh8/cv4xOL+caFwLk8QeyviZSeiMUkT6c+mCDgcnslUeDj1kXmzqSIaEmUj9u/7/a9B2tw412/xt0P/AnURlVNIfBxCPg7K9Dy2i3oeO+B3l091W+jefl16N79V4QCKiyiFxj1RiGgEFAIHCcC3e6AJEge5+7HvVv/2hPHfdixd2QNF19PXZlj73nmbX36xTVg2ZDz5k/EbTdccEwAXlm5ESxJQkH5aM21Yx7QZyOJ4o69h8ASIh7fh+uI9dlVvT1pCIRFdkuK07LwruiEGqTgr0ajk0K5rOHGIr6U8GIhXCoXsLG8RmSbDlqjDZoegXvWnQuHg5F6b+EgNFqjZKFGc/lZfDfspY5pUBQaWDiY/YeDXulP+uHx0CDQXQ9f845IyRRXC7SmJBiyJiB5+regS8iBtmdM1phjaRH2w4xcjT6Slct0xUhdN9YtDPcoLiTLficNYjWQQkAhoBA4hRBgvdgxhUkwUEElxi0uBI4F9qj9dbo3FvClcDwtZLSqMVgxKcGKIVmp8hm3BfxBqdVGWaqUJBvOnTcRE0YXSU24QDAkZT1YxDIQCMLh9EiR4KE56VLkcn9FPcoqD0sZEEpvUd2BihLUT21q7RSReRb8ZRmSaKNSBEuHlB9qkLRwlhdhAoVqnz0CYb8bXTv+AHf1W1K3jQLuQcdhUAQ+cewX4Gvcgs5Nj4AyWNCyCGUYqXMflH2oNcrGY4wZo5E07ZtgokHHhp/B17xTCFbY5wQF7JOm3iXlOUj4urb/QeqoQWcQcpUw6mrYRl4htd86Nz4iwvSsSWdIKxULm8ZoQ9DTJla4xAm3SFHd9nd/iKQpdyJx7OdENaJ97b1SWiIccEmR3tQ5P5LxXeXL4dz/HDQixaWVum9JU+/uJaGf/TegZqAQUAgoBD4jBCI6AjEdPC4EjhY4ry/2/t6YrjwGne3cV4Xv/PQv6OhyonhoJijLZbGY8H+/+hqyM1Lx/V/8DZt2lCE3Kw27D1Tj4fu+gLrDrfjn8vdEGP6CBZPx1R/8Hg1NHSLtVVnTiNaObvzuZ1/G2JJ8vL9pLyhYvX1PJShq/63bLhNViR//5p9o6+ySOm2U4/rfn9wmsl77yupEvN7j9SE5yYYOuxPDio5Uo47BklUXJ4RAGCGfA4GuOtFVZQ219ne+J4oF1oJFIoMVdLexRD30ifkwpI0QAXjHrj+zuBtS5/8U3sMfoGv776C1ZiNx7I1imQt5OpA04UvQpxRLf459z8KUPQnOsuVwlr0E28jLhaDZN/4S3buegil3joxBske3KfVOZbzMcfA2boYhMR/p5/wmovW6/3kEumvBgsW0Arav/R78nVVInXUvfG37Yd/8KIxppSKpRU1YFvNNGHUNWAdOlR45oZNFHawQUPsYcNcAAA9NSURBVAicBggwBm5vVRdG5tl6NWhjtazY2/QAMAbuQO3pHwMn8jIenwjYP/GrO/G9r10pxXif+c9aKebL7bSI0cI2d9posaRRwqrb6Ya3R9KK1jsW/L38wln42T2fEw3C//x3PawWM66/9CyYjUZccPYUPPHw16So74OPPosN2w5g6TkzMH/GWCk4/NDj/5Yiv7998hU0tHRg2bdvwKMP3IqsjBQp5hurk0X1EwMExO1og9aYJBYqQ3Ixgu6OHveoFiyCbUwfg6yl/xDrm1Znhq91H/QpRaC6gSG5QNyWga4qcblqtNRptUJrTpLtusShPXJVPlFBIPGiqgPlu4xZk0QGTOyxlEoKBWEruQqZS/6GxEl3QGOwCbGj9U9cq9RbpTtXZ5S/PYfXiZuV7l5XJYv8VorIvT51uKhVGDPGwdd+EK2r7kTHu/fBU/9+RD81BrCpLhQCCgGFwGBFINFm6JXejOUa4mKBYxZq+hmQhcpK5lqdFmmJNlhMRowekQcNwuiwO8SdSqkp6ok+8M3rMXtqqXxvb7+/S+Szom5NkrzCvCyRoWpq7oRerxPtVIrER7UIo/tS1upgVT2sZpOQOFr7rr1kHiaOLhYX7KbtZchKTxalhOY2akfGwWYby7PvDO5LS7KEMIKediFI0Pa9FI98bxq9WQgb49i4j+iF+t09igj8/cV9NdAYEiTOLeSO9mcQ12UYGthKr4Cl8DxBO+Coh9acJv3IBz36wHzP+DiJz+snQt8zl3AI+oR8kaykmzV1zg9BRQm2QOch6BOGIvWsn8N08EX4u6rhqV2L9ne+jyGXvwiNRRX0FqDUfwoBhcAZhwBj4ErzEgZPDJzFqMfwXD6gzoxGwXfqo9YcbhUB4OTEaFB3ZP10aR6r0eVMS1yUsEVFqSl2z2SEqLUuMyMZKYk2HOpoxo++eR0o6cV2oKJOiGRyshVutw8ujxecg1ar7e3zWOOrbScTAS3CCIuYvefwBvhadiKh5AroenRNQ95OcVVGiZk+tQTWksvhrlqFzg0PgZY37msddhG0erOQNyYkuMpfQTjoQdDVjMRxN4ssFQXqA/Yq2Df/Fv7OSoRcbfB3VYplj0kNQXd7r7A8EaB2qiGlCL62AxKLR9crU6e4H12/1CZNnPAldH7wMNrXfA/GIVOlf5LRxAm3wlW1UuZD/VImT1iHL+mT4HAyMVZjKQQUAgqBUwMB/gRuaPOgYIgFxr6/02MwvRh3F5mRxx9ETbMbJfn9ddFiMN9TqwsNhCTVHG7BNx54Elt2lWNsSQGuv+wseH0BsaTRGsdSINHGZIdOuxN0pdL61uVwSdIBCRz36+xyiouV1j1qtFJ7dMVbm5GbnYprls7Hd758Be687w+4497HMXX8CBG0Z9//s+xL+PLnFuPO+5/APT97ShImKqsbkZBgRTB0+scjRvE99V95OYclYcCYXIzkqd+ApXixWMsMycOQPOMeiUkTv3uPPijdm4aUEQg6G6EbMg2mnBmircpM0HA4JCSLmaGMOUvJXwhLwdmSXGDKngLqmHqbtiLsc0BjSoR12MWiSWoaMgPpCx4W/dIoZsxgTZn5PXibdwBBZi6HYcyZLvuZcmfJbraSK6XvgL1a9qFOq2noXJkDCSQTJ+hiTRp3iyRn0MWrmkJAIaAQOFMRoJOjqsmFqaUpgCm2KMRFiaGxw4M3N7bgpgvyYzvbU6y3jdvK8I1lf4LD5cEXrlqEzPQkUJye/5h1unlHuWSLzp0+WrJOOf1teypRWd2EcaUFEhP3/qZ9QvbmTh8FWuo2bDkAWtpmTi6V2DpuL69qENfqefMnISsjGZt3lmPrrgohgFqtBmNK8jFv+hghai+sWAeH0y01Z6wWI3Ky0jBt4kgk2mitUe2zRIDxaB0fPAR32XIkz/kREkqvOqHpsGRH25pvw9+6D6nzHhTN0hPqUB2sEFAIKAQUAjFFIBgK4/1d7Zg+KgUWU2yTCuNC4LpcAew51IXZY09vKa0NWw7iq/f/Hkk2K958ZhmMRqU+EdMz/3TrLBSE314pbk59crEkHZzIEhmv5m/fL9Y1fcowyQA9kf7UsQoBhYBCQCEQWwToaTtQ68TwOEhpxYXAMQu1qtGFMUWndy041m2rqmuCVqOVJASDPrbsOrankepNIaAQUAgoBBQCCoGTiUAgGMYr6xpx3rRMJFhiG1IS2956UHF6A9hX4zjtCRyL6I4rLTyZ54IaSyGgEFAIKAQUAgqBQYSA2xuMi5RWXOrAsbIBzYaqKQQUAgoBhYBCQCGgEDhTERApraJEGOMgpRUXAmcVKa3TPAP1TD0b1boVAgoBhYBCQCGgEDhuBAKB8OCxwNH65vQcKZ1x3KtUOyoEFAIKAYWAQkAhoBA4TRAQKa3qbvgCsS/nFRcLnMsbxMEzQErrNDm/1DIUAgoBhYBCQCGgEIgDApQuTEs0QEdfaoxbXAicQa9FVmqMK9bFeOGqO4WAQkAhoBBQCCgEFALxRECjAUZQSks/SAicxahD8ZD+clLxBEj1rRBQCCgEFAIKAYWAQuBUQ4BKDHUtbjAOLtYtLhY4jy9SBy7Wk1X9KQQUAgoBhYBCQCGgEBgsCJC21Ta7wXpwsW5xIXC+QBBNHd5Yz1X1pxBQCCgEFAIKAYWAQmDQIEAX6sihtkHkQjXpUZKnyogMmjNMTVQhoBBQCCgEFAIKgZgjIEkMSUZQtzzWLS4WOGZb2CxKVirWX5bqTyGgEFAIKAQUAgqBwYNAtIyIf/CUEQlgX7Vj8CCsZqoQUAgoBBQCCgGFgEIgDgiQvDGZIdYtLhY4TjIO1sJYr131pxBQCCgEFAIKAYWAQiBuCJALjS1KGjxSWjaTHqMKE+MGiOpYIaAQUAgoBBQCCgGFwGBAgJU5Bo0FLhAKo8vpHwy4qjkqBBQCCgGFgEJAIaAQiAsCjIHbV+OAzz9opLQCKKtzxgUM1alCQCGgEFAIKAQUAgqBwYAAc08zk43Q6QZJFqrJoENuhnkwYKvmqBBQCCgEFAIKAYWAQiAuCLAO3PDcQVQHzmzQoSDLEhcwVKcKAYWAQkAhoBBQCCgEBgMCjH2rbnINHiktty+AygbXYMBWzVEhoBBQCCgEFAIKAYVAXBBg9ZDDrZ7BI6XlD4TRYvfFBQzVqUJAIaAQUAgoBBQCCoHBgABdqCX5CTAYBkkMnNWkw6h8JaU1GE4uNUeFgEJAIaAQUAgoBOKDAGlbks0ALZlcjFtcCvlS88tsjEvXMV6+6k4hoBBQCCgEFAIKAYVAfBCQMiJVXRg0UlpOj5LSis+poHpVCCgEFAIKAYWAQmCwIKBn+RCNJi6FfPXxACEioxVGe5cPTk9QrHEWkw4uTxBefwiJVr2YE7tdAWi1QIJFL+xU9jXpYDFq4XQH4Q+GZBstjw7ZVyPHsg/uS1ctLX0Od0ACBNkvG/slaOzX4wvB5Q3CZtbBZNDKtlAoLP2QGfNYg04Lm0UHty8ET8++Bn2k31AIPfuG5Vj2YTXr4PYGpW8ex+M5JhvnEAiGpd/ovtF1cz6sBcN9aUzlvlwj18p1ECOuiwX/jmDkBy2aPNYX6L/ugRjJurmvVQ+vLwSn9+Mw0iLBouuPkV6LbncAfTFiv0aDVjDsXbdZB2LEfZllk2jRIxjqv+7ovpw7v4+jYRRddy9GVj10Go30y/OIx/KXS9/zqD9Gke+bGHEO3gEYOdxBBIIRPD/y3DDpYOJ55AqARaiJPdfU99zgecT18Ls39p4b3NeAUDhybnwIoz7nBgNZ2W/wGOfGQIwGnhtRjI6cG8d//RB7HTHiuRGv68cbAiuO81qLyfVj1Mo1Hl334Lt+jnFunIrXz1HPjVPj+uG1y/tabK+fI/fW3nvMRzx/PuvrJxgOy/0p+kyJ3luP+fxR1488207a8+cjrh+fP4jcdHNcpLR0y5YtWybMI4b/6fVaeSAebvFgW3mXECitTov91d3YX+MQ8ubyBLCtzI7Gdi+MBg3qWjzYXm4XwDUaDfZWdeFgrVMIT5crgO1ldjR3+ASEmiY3dpTb4QuGwQfjnkNdKK93CUnodPilX5JHg0GLQ40u7Cy3IxiEEIxdFV041OCSB0x7lx/bDtrR6fDBoNeh4rATuyu7QGLHh+fOim5J/+X8Wjp92FpmB+fC9ZXVObDnUDeAsDwQd5R3oa7FLfNravfIHEgedHotDtY4sK+6W/RhSSa5loY2TwSjVu7bBbcvCK1GK/sdqHHIw9bhiay7qWfddc1uOZYPYJLaPVXdKOuDEfHkPEkkqhtdgpGfGIWB3Ye6UHHYJWSzo7sHo26fkJFDDU7srOhCMAS5Qe6s7EIVMTJohYRvPdgFu9MvmJXXO6Qv9kmMdlR0obbJDaNeg+YOr6ybpI4YHax1YG8VMUIvRvUtHpkf108cSMZ0Oi0O1HRjX3Wfc6Pcjsa2yL48hudGf4yc0OuAbndQvsMoRjXNbuwoswvZ5bj8jsrre84jZwBbD9rRZo+su6rn3CDh5ne+q7JLsqdJPqLnRocjsm/lYadsD4YhBJ37EmNi1Gr3yRzsrkAfjLpB4Em6eW7UNvPcOILRwHOD36fbG5J19mLUc27wnDnR66fvuRG366feKedGTK8f3Um6fpyR+1Esrx9eh5Fz48SvH4+f55EdvedGjK+f3nvrqXr9tLhh6HOPidX1E71v8N59rOfP8V0/WpzQ8+cY109zp0/urZ/4+XNaXD922J39763hcPgTPX8+s+un5xmdYNOjMNsqxpgYUi1owkRCNYWAQkAhoBBQCCgEFAIKgUGDQFxcqHRZbT7Q2Wtt02giViBa1tiinPHof3/8vtKL9HUc+0Z2FmsImerRx4zMKTI9+qojnPbE943Oj6v+uH6j+8YIo+i68fH9RtdNi9Fnh1GM1i1Qs69PsO5PsO9pcW58Gow+03NDXT+Rr+xo18jHn+dHjv34fSO3DXX9HPPer64f8eocE6PIifTJ7sOf6T3maNfWQK7yya8fUomiHCvmjE0XCzJPnVi2uBA4Tpo+egraS+psBJtYzlv1pRBQCCgEFAIKAYWAQuCURYCx5Izhjfzwjz0RUi7UU/arVxNTCCgEFAIKAYWAQkAhcHQEVLG2o+OiPlUIKAQUAgoBhYBCQCFwyiKgCNwp+9WoiSkEFAIKAYWAQkAhoBA4OgKKwB0dF/WpQkAhoBBQCCgEFAIKgVMWAUXgTtmvRk1MIaAQUAgoBBQCCgGFwNER+H8YHdzFxGOaKgAAAABJRU5ErkJggg==)
Prototyping & Manufacturing:
On account of flexibility and versatility offered by 3D printers in the
printing process of complex designs, 3D printers are readily used for custom
manufacturing and preparation of prototypes, which can later be used for mass
production. Due to this property and less wastage of material backed by low
overall cost, 3D printing has penetrated into various domains including
medical, construction, consumer goods, jewelry, automotive parts, among others.
Medical
end-use industry is anticipated to benefit most from the 3D printing as the technology
can be used to produce custom-made prosthetics that fits its patients. Furthermore,
the technology can now be used to manufacture simple human tissues like skin or
cartilage. With the ongoing development, bioprinting is anticipated to turn out
to be possible for human organs also.
The first iteration of wireless power came in the form of wireless charging
in electric toothbrushes, that used inductive charging. However, Nokia
was the first company to announce Qi charging for Lumia 920 in 2012, and since
then Google, Apple, among others have followed the footsteps.
Transmission of electricity through grid is inefficient as close to
50% of the cost goes to the grid and transmission cable as they are expensive
to install. Wireless charging has already found its way through smartphones,
smart watches and others. In 2017,
global wireless charging market was valued close to USD 2.5 Billion, since then
technology manufacturers have been capitalizing on the idea. Now, Bosch offers cordless power drills for
construction sites and IKEA has started offering integrated lighting and
furniture for wireless homes.
- Augmented Reality (AR) and Virtual Reality (VR)
Augmented reality and virtual reality have been around for the past 30
years; however due to complexities of the AR and VR devices and high
development cost, technologies have not found their way in commercial space.
Since the acquisition
of VR headset company Oculus in 2014 by Facebook, virtual reality market has
been growing at a colossal rate thanks to increasing implementation of VR in
various sectors. Healthcare vertical is utilizing VR to train medical personnel
for patient treatment, disease awareness and medical marketing. Major automakers
including Honda, Chevrolet, Ford, Volkswagen are using technology to display
their latest car models and concepts through virtual reality showrooms. For instance, Audi and Toyota have launched
Audi VR experience and ZeroLight VR in order to offer pre-recorded virtual test
rides and virtually launch their cars, respectively.
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)
However, launch of Pokémon Go in 2016, validated the consumer mass
acceptance of the augmented reality. Also, it was the beginning for the
implementation of augmented reality in social media platforms and gaming
market. Nowadays, social media platforms, such as Instagram and Snapchat, are
offering various selfie filters for entertainment purposes. Companies such as
Wayfair, Sephora, Ikea and Nike are already using augmenting reality to assist
customer in selecting the right product. Furthermore, with the rising
popularity of AR, several companies are investing in technology to capitalize
on the idea. Nevertheless, these are just the footsteps to mixed reality,
future of virtual reality and augmented reality, as the technology has both
real world and virtual world interactions.
Blockchain technology
emerged as the new buzzword in 2017 when the price of Bitcoin shot up to nearly
$ 20,000. The technology, which is based on cryptographic proof instead of
trust i.e. blockchain, has already taken the financial industry by storm;
however, it is just the tip of the iceberg. The true scope of the technology
lies in its implementation in others industry verticals.
![](data:image/png;base64,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)
According
to another TechSci Research report “Global Blockchain Market By Type (Private, Public,
& Hybrid), By Application (Financial Vs. Non-Financial), By Enterprise
(Large Vs. Small), By End User (BFSI, Corporate, Government, and Others),
Competition Forecast & Opportunities, 2012 – 2022”
global blockchain market stood at around $ 215 million in 2016, and is forecast
to grow at a robust CAGR of more than 43% to reach $ 4.2 billion by 2022, on
account of widespread implementation across numerous areas such as Internet of
Things (IoT), banking & financial institutions, healthcare, media &
entertainment, energy, retail, etc. In addition, rapid increase in FinTech
spending, predominantly on technologies used in the financial services sector,
is expected further propel market growth in the foreseeable future.
Conclusion
With
these disruptive technologies we can only predict what our future will look
like. Each one of these technologies work in sync with other to improve
customer experience. One thing of which we can be sure, however, is that integration
of these technologies will help to achieve higher efficacy and efficiency coupled
with smooth consumer experience of whatever products, services or processes would
be on offer.