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	<title>Arquivos news | Batista Renovada</title>
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		<title>Excavator price</title>
		<link>https://batistarenovada.net/excavator-price-3/</link>
					<comments>https://batistarenovada.net/excavator-price-3/#respond</comments>
		
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		<pubDate>Fri, 20 Oct 2023 18:44:08 +0000</pubDate>
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					<description><![CDATA[<p>When it comes to buying an excavator, the price is one of the most crucial factors to consider. Excavators are heavy-duty machines that are used for various construction and industrial [&#8230;]</p>
<p>O post <a href="https://batistarenovada.net/excavator-price-3/">Excavator price</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
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										<content:encoded><![CDATA[<p><meta name="Description" content="Find the best deals on excavators. Compare prices and specifications from top brands. Choose the excavator that fits your budget and needs. Get the best price for your next construction project."></p>
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GyvInc1ms1m4zMfLbJsxMkvWttIs6X2qvsqZDuXSdTWWf5bVVMrzNzNmcZOdWD51c8sTyzMfJW4+xIAzXeY14bH9rv3P9Ffz7lCDM9tJpNPfUCD49n/FlvxY2JzY19ttFj5tuPaLLBVccfmbcXwbS641dLVep+m5iJj4AxOb1b7ZewtGBi1UV+oWYzudjvkU035NSh/R9v8A+DS5MbPy3pyMnG4uH/Rv/QntmOyLTbkWg5m2JlUPAQZnn/xsdCmNSn5jqNmb9t2KwGVSOh8Jbpavs3xF+PZfhvhfmN8WjrII42TdZtsEarIm7ZAVaFFj0Vhaql42fiau+1X1gPvUF8mmnit3DbeA+Onpl7BfSe7cCmmikDj0h7mkf/Lmgs/DZtrq1yAr22NS6sqfm21bLMepVSXWrSrXuz2W8hdtGwm1ql37n+haQteCulS7XzvxWkgNcpI+PZ/xXGsVnLwjBk4Ac5OAXfKwHPmYW4ZOAGbJwGPmYW5cnAVuf07Vs3DYDJwAnnYgj5OBZHycB4uTgLBl4Inl4Ox8nAePk4DzHel0/wBG79KfM9YOmP6KCmJYIVVhk111rmtXw4204+PbuL3qJ6hkV2U2WsUwHLrAumdTrtjfH8r8ey/DfC/Mb4vtWtR9yj8u2W5DBarlK28DIGaO4MrvrMy1WUDVefjrOb9leb912UNMJty5LlF/cxrAvg0EPV9k9TZVx0sQIbFUV5SWHrV+/wDLf3c7BVo6X02XdWjvNyFHlYn/ABsjKas3ObLPiY2EbUKnd6Y3s6b3cFIlqNP5K6f4tPfLO2ik2KmIQ934szboS28fHs/4nRXXw8WeHizw8WeHizw8WeHizw8WeHizw8WeHizw8WeHizw8WeHizw8WeHizw8WeHizw8WeHiyuquof6Of1QljrBk2T1Sx7KPTshRiVsTOjMvj3Z1IyLExMmuJi27lwqtt1VIo7OPhE1LyMZlca5GOy6w/H8j3Hw3wPmZL7Vs11qs0SqxMlQbkjXK5RdYNJWAYR26hle3qi1LJam5Tqp3CanSjIKS6/kJyUFd95bGNrzvVmZ1D9cjaY9hVq8oiB96/42+Ml1Sw5CNP04+AdKrWtcq+mTeyLdgHWjMcll+MarnuHUy04srCt48vWBGNsbHqZ226KGpVPsFd2OxIDOajNjzjOgrnEIK1EdgQ78qplIozO66XY147tyL2v4cqsvWPyVHx7P/W+ofsD2OL5NXpxem8WmWW11jJr5alurZWp2pvsrCGuwPSGB9LXRbDw06Bc6nlpx62VTrNTN51DtOV5yvBe8bIbQZDTyWmU29Xfcy7CLPssxcjeLawwLKGqAuVV2wqZyLWXTetR1NVm5b05FcbmP60DaW12hFUpKlPJlVjmOoABaCpyH1gmvVNi8PKs5VnKs5V15VmG/5nKs5F03iNkKI+WYbrGmjMCdllzDhG5GU3batvI/zjutaXnc/wADA2108qT1LayN8U5e6urI1uOkc6BH3rTYhYAKN9aznrM5tYHsM/O1C26is6qNos+05QemyqtasfMbSuqphjVlVNVjPF0hRTLKnllt1ROTcRzXOqJsI+PZ/wCt9RIGOGBMS9aYUoyG9RymVWv46jnq6DNuEx85QWuW6YCuLZrPVPy7qrfy6HvsWjWdcZH26jUex9mg09sndsat4a2BZdAh2t5elO9rDtCvXZXVK7cm6V31lLOJhaNjVW6yh1dMqrR8utasEtqNZu0LWu05mgsUT09qalbLwYc1FG1mX7gtP7H4CevT/jXSPYdW3MdISqx7mBC2OcgOG1JxfmDe5WmqlLMimLlKa/ltu5wABoI9aumm044r1ZRW3l2VM2ZaycrtKnKRH2mi2r3zLtIL2XHwnLL7ZQ/MrIyMkNXfMmzVzc4NVRtbHxxVNYbVWHIE5/KjOYTbtfIcEfHs/wDW5/7GpLTKsNZs2cmWxa5a20xUoY6HVePdVm4yU2+o0slfqoD2XgJtXKpKePal1RiZIXJKBkGuk07h9jNIZkfonU0EuoSxa2NFqV12DKxmpD6oKMq6hd24pU9kCuS6PjvVbsmi5NV97cIjagRdTDqI7FmwxpT7azdH+PYezn7cHXjvIE/h7NpsawEfaEOh3wXbb8m3l9sasV132Ne7Yui1UfnN1bhLuyvf1CvZkcr1r+7Xdssr4kAvwWUa8cRlM1lWXxk3rxCsmpKi64QAr5EjXDTOv0rwK9Kjjh7Nuw5TaJg06VnoCPctZW+p5ZjlL7q9AHWt8q0WsPj2f+t9R18dddYtAvUJXQ7mjeLUsTRaYadWKqs1rE5BMavmeytdlSbJm9iw1rRbY1kwr+egBmAqebSJr9+nt2RthU65HSa6wQLNsvxRamE9i2nbZXl4iLVg8At8UXX1U20muixbsulrzptfH3V15tTu6lSGrBmw6+n7sW/NZsi8zEf7NfwP8fgzbiGps40p1232bAHRVJZ4N+0VmMBx1lxZl6ua6nLZtn2/8YdmKdGJ/N9NUfgzBU1f800rLSlUXZZAWWZirkQPMZjzWgGHqLaLkt1Na7ERShLoHpySbbqeREptabi0t/Mnk7Q2QNvkiEplMaVQLZsbIazkZVMFO+D49n/rfUjpjg9r3MUEP6mqLVF6lOYVFFlbK1P2tSuqUIxwMbhVhqBPUW4xk6q+KNB6Zy0Wagk2rqiBlyHrqrxs2u5gNZpNBCia5nQEAnRgY66tLE3ytnqbIXkx1JVsANs1h7nHXPUceYTblyXVGRUtr8Oh4cCgw4FMXApnh4ywbFmiz7ZpNhlnwx0CbLFduNnYKgButWw1HUVVRFO1KmMYVVlLKt+KqvTk/lznYDGuUnLcHMJZm0aoZC7q6vvGPsSv2/j1K7ktRiWdm2U3AnFDpcjLcvHXi2ZNtV93BasFZVjYNoBZSukq2Fi3JZeUrrotqWk9zsTFVna/K0h3NDjtt/NpmLdvmhmjl/vRBmLD3B8ez/gtyqaibqxXVkVXRLUsY5lCivLotdbq2stvqphzMcLXl0WubUFnKnIMvHL/AO5m6cK6zXrH+fXbfYdjjbbo6Fcuys0XVOERRKrLcWVZiOAdRn5TJfjeoDc2egluT5CvkBTdnli+dYy2XtYEbacPMa2cZIVZoqz1D7gqHRU2waTfpA+hZypOaisuZ1WqvcPiax20jMwOPVTy5G1ouXj7a3BgjsBN41LLou0nqD20l0s/TVYUY5SsMgPsrIqppx7LBkHuuj8iv73y7OFVR7I9DKPS79rW5HI1srGtjt+dV09jhpdotGOVUY+QlYZrNhzLgWyLmHAYF0A28WR+Rj47b69womXk2Xvh8fI1qtP1SlNgS2xpZlXIzpXfXiuarcgpY5fujY4WmljlWiunHr3Krcc8mxZvpyFtqah6L+VAzhi/eukrtZIPj2f8GBxS/i58nZ5QFiXem6PjYTirArtrqavZ9QHCU9LA8XJOz1BttuerNij/AHMv9pEbTSGoA59ptyaxKCNa8jGKkYrh8TebaHpmPmMsR9RYAsxss1JbdyOYH3rzuAzMZp+BZhZuh1Jm4zOXpYpYw6wrrLHUPffs9lGpwU3PrHytlwsUoj6s11jupvMs000OlasWBywB5KzaTC1aQZWk57BPLvBoflqmVoJbYzFDqgXVnKkKAl+RcKqwfu5qXxMH9V5D31rrNNHrPHfZdpYci0wZN0oMKlGW9RLbDaVbbMS+iLTVMrGWwW41lbJiORVjKktyWrvS5bYl3KM/cssit9tXdibg6DmbIrctqa2qOx8wcdy10BLtit/1wl1sdjZagGtn5FWmk+QTz1VV2qwrJp+6ua6w6bh8ez/gsxqbSaazXVj1UxKkSV1JWvj1cboro+PTYqVJWtda1LZUlq10VVquJQjf7mYdKfuI2voQRLQeTWUnFWnO4+VdxAtYBrHIlNn2WWHR7ffWfujYYamnGxmxgdD7A6TBzDU1bhlzTtXdN8DdHXW+skMuhi/prTjRrQsv+60EiC86bYWbTSYdYewnpr3LHeYoUw7VZnJiMdq664zFaNxMzansrGN9wx1lzosUTKr6EC9lRMVxW1pAuUgx7BUACZpBSTPHUQa1sUe2DHvMTBuMHp8XBrErrWmGxdM3YDjtZ7ZTEZH2kbpla7GOs0lGm1nLSvUVUEsuTrANGOP5S10JXdfh1iNTRo9lVdSGUqDbla8rdinqUozF9d35imzkJ0QJsrEHx7P+Dkm+b5vnJOSck3zknJN85Jvm+ck5JyTknJOSck5JyTknJOSK2v8AnzzpRu0G/Wa75dUd3ChnFUZ44YCh1ULcoZwJrFOiu+6Dv8A1mNYLhwoR4+oGKk8NDGwqwrY+PuNSq2PZZpnH7d0Xua6D9cYEG/HNk2Hdr975BhMWlnjJpGT21nUx146sg6V6Rd4VVIZl+5aLHCYjRMZBNYrnWztT8ZFwrWlNY1kO5okHtpLF6iKzGtL9i4bzwkgxaxAiLBB7a+w9up/EzP3iGeFHaFPy3Uo0r+0s446NSq4aObawXbQMuQlDDN7bOUnzaSciqoxAwgIlJGRL8dJbosxKdzaJL9CB8MUSKmsHx7P/AFvqZ0xhcpIsBg/QW1gYKd24/ksfHTXxnEdbFh2CMSxFTmabfcQrK+piXC4BV0LVLGdmVrlLnniU7RqZmdjb0GAm4aAnUneO9LqBYXpao9mVUAxRoHQMLKChOhjJDMasvLcdyq47yrDMGJWIqKvsdYToLCN1dw0Dy1tkGttjtrB1OosCs0WiwxcVjFxFgoqUKgg99e9e/YmCa9fx8+/85jnnrYrO2AOkdEeNjJPGE3FLVcs6ZxAbJayKthrGHYImDa08KwnwbIMCzV8W4Tx7g602s6rk2SnHdjWoVewWBMG4juK0Hx7P/W5VPPWPSqxPp66H07WfTxPBVYcKpoPTki4asPArY+JUk8FTB6eghwKjH9IqaH0OuH0alSvotZH0ZIfRqwKvTwJ4zgJUrK3pi729NR4MJRExAs8RZdgLbPpaxvSUaN6fUGX09DB6eon08T6csb05Gg9LqQ+As8ITwhHxEj+nVafSayT6LXKMBERsatYMVGniCeKJwVtPEEXHVhZgK4+lLPpKxcBQLsAWqPSVE+kJPpCz6TToMLHWDCE8JYcRd5xkWeGJ4gniCHDEfHRYMWth4gnigRaKyTigxaFaeIJ4onjCeKJ4oniiW+lJbZ9Hrh9JUgekVz6Skb0msz6VTG9HpIHo9II9JpWL6fiqfDUxcMLOETgEGMBPGEOIDGxFYHDGniieJBidLhgRsRSPFADYavPFGo+PZ/7K4Apu1CE6g/bj/JIU/Fqa696qNTSfuYE3v0w1MtA2B4p+7vSn9H4P59rDpc561EYjQE7D8fKEjcNWh+18jsPvKPNNrUft26m19RCTtKgVq2hU/f3to+Pxma/YxmuoOu49qdVIPafKH8y3U2vqIddCAK1bQqfu70o+Pwj/AAn4Rk4lJQ66jZ+ZrNW2/wD1uNoqOqf4R8ez/wBb/P8At/z/AG4/zFAW/wAo+PZ/60zudzudzudzudzudzudzudzudzudzudzudzudzudzufz3O53O53O53O53O53O53O53O53O53O53O53O53O537dzudzudzudzudzudzudzudzudzudzudzudzudzudwTudzudzudzudzudzud+/c7nc7nc7nc7nc7nc7ncHx7P8A1rELOVJypOVJypOVJypOVImVTZOVIubjPFyaWm9ZvWblm4e+4Tes5FnIs5EnIk5Em9ZyLOVIbqxPJpnk0zyaZ5FU56pz1TyKp5FMObjiefimeRVPIqnkVTyKp5FU8iqeRVPIqnkVTyKp5FU8iqeRVPIqnkVTyKp5FU56hBkUmcqTlSciTkWcizkSciTlSc1c5q55FU8iqeTTPJpnk0zyaZ5NM8imc9U8qkTzMeeZjzzceebjzzceeZjxWBGs1/2NZrB8ez/1uR+jSaGbTNpmjTaYEhemlr89kc/NVmRWfPuIPqG4N6p9+HZy06xmhM1ms1ms1ms3TWay7tffb9kZgoLjTdpLahcjYdqxcm2k15VTwd/57PgHQq+s1gmsLTdMywLb9QaHOtM8u6V2Bp8/gEMEOkPy2kP4av2/9sfHs/8AW3fp199ZrNYW6yeYzGUsqQgrBqSEYtfhbKsPGsYJi7HyL1pt+YfbWazr8Gks/R7n4jW7MrItqemqglVoYTbYIzah6KGIres12WGBzoujD/BpNPa6OZjwS6ziVXGy+ytDzM7ZAAA9t2i2guMNTxmElrvwa+zQ/hr/AETWA/jc6JgXNdV/k1mvuPj2f8BzscMrB19rrlpiWo7/ANHkfoB9tJpNJpNgnqau1eFU9dS1NpjChacJVbIcL5WYrGj0/FbSeqKecfEMIM0M0/C/6fbIfjpTJDitw4uXdb4VmlAsqQXLM1rXf0xN0sw6Frww73GtDOITiZYjg/48qfMrigzIRdvM2qDQVqrV3J9w7JBgEw1Jqot46Vs5FI0P4Sfxp+jWZbW7cJNtMexEDZCiXeohYnqd8q9Q3Ndkpxen2ImOtit7k6DDua6v/GPj2f8ABjmwWXBrcxVsNNlvIBc74fXKv6f6LIIFek0/BbalSnPrFt2XU8vflVAgSvQFH52SvjO9yF9SesfVNTZk0Xhc1YMysxHSycUNc45xzjnFOKXLtHtdXy14aq1jY2kQMCvsVBhoWGgy1bClArrX5h+MZ9Ux2NkrfX/Fl/MqBY0dC6gW15OKcVh+zW5UWtuioSRibTmVKlWITOKxiuNcT4l0GLbHU0WjQ/4dOk/TM4NwLrpM1guWS7JjJrXQoLM1Sr+WaWTVMJtKMG82mZrFcXCG3G1m4f4NZrB8ez/gOJjsRXUrcVehx6mnBVtNFR/pPUCPHx/JuhtzNcI38q2hrpmZGMGfFpeXUiolQK67DUe7Jiaixa2WJaALMOqyW4ttcrdDQVUslOTKr693pl9lk1E1E3CbxN83zI7mk09sH94Cwkj7gPw6QoDDQsZbkiWpvcaWMusV1YWX11rVlVWBbEY/hzP1CUsqxeprPV21tUqmMq0umQArVFQr3o6ZN6WU4aF4bNsWw7vb1JdZjMdfZvtiWBn0gq726EgAiAHaBLP29djb9W9TSvjVBwV0Iy11fea2LNYxf/phK/jVg4NbepY6nIzeetbczbYrwflAX5Ii+p2rMbMN8e/QV2ugotZ1B19x8ez/AINzadl1+AWMNkJ1mhBJOmra7n0LwPrNzalui2g1Im59ura8s1YkkmOdF1YHki67v9D1dd2HTdsK79511S1xYci6uZNZZ8CwkMu9H1Eb4pMxrkWeTTORbI+qxcht2ZWrKGZY91j+3ooHBygO2TUFyvUNin1C+YOe11rHRbDqPfC/5PfKVUZf4tPfLp5KzY9QqbfWaGss8TRVpNq7DFFmnprk1ar75n6pUO0PRMzMc22U4blvCRY+m9R9ukt02YNfHSyAhRo/8dh/UBrVjfrLnWpQFzDraVlT7gDD3Npi0dL+mW/o1mTl1Ibs43J9wrqdkj2A35FhF9IJZ/y1rt3lTW9i0UaKu1VXsipiaV3rqIwBlQ2u3tjfIms1g+PZ/wAGybe9s2mbTGE0JOw66d7ets2wKd2wxl6297ftI7CkQDvZ0V1hGp2kTT7v9D1jd4S1HY5YonIgoYisHVWaKWrtbIGytt1lyl4TavtQFEr3K6HcGrVoE2S6vjeamY9wXG1V1XFV6zjLo9T6rj2q2/L20a8Pt/NPWWx2Fa9+X/hI6pqY3/fiZKkqp04MXk4RuVccGwP80obrMejIqtmZ+qKdILtIbNRa1lhxNeFydADuHQj6lQPytpMC6QONTMvuirXXHrSmuZNulq3jaraFe5UDp/IJM1gmVaiTJyMhwuNY7SpWYrTY9bk0PfYLGrXSWfdbiIrSxhjPTXbYux/KXDQThr1emfHtrpc3tR+r3Hx7P/W+sf8ACOxVD9DY61n7VXSmz4IG+VpoAJyMZdjq0R9Alm4VsVKsGlrKijJDRqKrYmLtO7cxbSU3tKbuQb5uEB6r7T207rosS+8nSruBlY/4GYKPUENL+pstj1Kdme9ZSi/jHJUKsPRKMeryLXoGNkkDWszL/Vp7ArE/S1ALm9KhdnAwqxIF2iLozsmrZ52tl2kjLeb+qrBYLRrXWdrKxZKj9uTqbtDKtUmE9bL7L17azL/5XyqIobjWVO3KjsRd9zbSGQlTYd09Py6sUPb52UAAEUeQ+XSI2aBFy9Qzh2h6c+1P7w+SPYfHs39b66dMCGmwCoBjj1axUbjs6Z9Nal5GsPKy7QdytCybrUjKUiOTK32y6xrGB0Z2EWxtm7c1DaF142ou0ilWBWbe77WobcJuEFylrmcKHBqNz2DS1CbLrg4vJxbbCtlrTnyItmVruujm54FeWscitTNCK8gaUUqOHJ1L7iKsZgtllm/LMEuIaaS11rgDtK8lq63suafYJzQ22TV2grcwpoUr3G+niiqDK10jIUlF26sJSs5EV8czJXbkGazcda82xBXm1ueaPZsXk+7JYc2vat0Wna3DlVLk+5KGd7yORahrgUck301yz1KhZk5bWuG0NV3dLbwpLnnULZPmGVH8639vFydx6g+P6/NCmk0V7jT91lKTE6vNYXGu01YjSkgRF/LWvcx6i7Ca9S99I41O1gNBYm1k0gI107K7Hrl6610IWGOW4lfUCyViu6vjWbBNizJ3cdZDLj1Ki7RNom0TQTQTr2Ptkgmuvai5acdr3bxeQUR3RXLOdrzjeYdLcvtau2aTJUG3KyNC9hM0JmsJMDDiCOYtFrQqZQr6rQbWOMFgJWxnOqtuniw0qkr7GWwe7+fmAAT59q7TXL7V0zssralrX2XWO1uO+4FtZsO7UvbWoyrL62QUOHm9idbIQ0tOg+YMKzR0as0WHcWBDTVwnIkY6Bf3n/QpDSuzcg+P6/O/Z39sdRaugqIV83qm06kyrXaF/KRDMg7Z9m5g9bVPqLtVt3AzL+U1JXboNj2EV7q8TkN+PakF2QIuTkG0LtdtxlL/AJO6FpyCPppW2yrGsZqdxm6bpuE3CbhN03icix76tHtoRrskW1n7Zvn1AaU5XIw7gScYnCItSqcy4Vmq8WNkJDEG56698GAN64aQY6acek2tEoBPFWsHERrTNw5WKwEatfW9QZCVG1LurPmaH21m4aazKf7kHLfTtqzq10c/bk8qCV2jXjBat+KO1l1m+LYYbbFi3WEXWtbPTq9TYnfd4OtVmO/VZ0VbB45XV7mACWAPZk1baz+WX2wfH9f6hrwfEDho3QsMtv5Ba29pVpKx/wCPSv5nqSQn8nXdFt0N7atr1eAK26m4+49StUWZt9k3sZV+7v0K9rhjWkrDpLNSAAoSpUKdrpNPw3NouTeaals3Ip6rU3WKCsyGo3GzEnkVrHyLDOW2fmtAl4itkzFstFl4SFq6YcxrEYLMdPzRxVE5VYnnKYM4s7Zl298i7dY9oNacl3FWEyLa1W1H04GnjtOBpUhrgvth7b20hE00hWXZCJbiWDlZt2YbqllhFlnHVCBxi4icrRbHWVMVjXPuax2Hc0+30xhttG5dwNOev5mKYWKzNBArY6nSyFht+Wr+4EboPj+v9Q/44+yL9lluu06SxW0cMSKmMqX78E7qANlmVQLBu442qh/tZu4m2XkEnUHr8H6ZoScfGZnesCd60aqljdQRlYqtY4x1NfwNZWsfOoEN5vmXpYohVmmEDUpOiKNxFSEAVxTpCzTlhsEazWY6kr6g2075s7TIXi50EOShNtyuA2h3aTe0BaDk0+8zY02PBWZxTY2vG2gpacBnCSeHUcB1Czx0ISpBNF0za2OT96GgfeyjX7BN3WrSytXDAqfbd2FQqa0aXUBUxbeOzdqLgpbOfVsbXZ8PbqQ1LAjkEbeQvzXok3gwfH9fm/skaRV1GmkKqx4jNhKz7RPTbNGdNYLPtuY6N0W01H3MNRLW1P4AOlr++rspaJ0Y25Jjfst7fA3CDRp0oORSI/qFQPk5Nk4MmyJh0RK6lmojU0NFoqgqrEyiNnN9qgwJeZwXzxGaD08xMAiLgKIMRBPFqnqWm/XT21hM/ncZyaDeRBbOZtQ1mm9orsYN2nL0GOi2AwOzz9MF03Rfh7AsKkqOgytt0My/3wdYDA3tu7JMDaxhvD1lfYdRL9V3rNe7k2NRkMoOWNHbcaeop2za0CmBTqwOmnf3B2JrcfH9f6h+wAXgG0Muqf8AW1hrqNty7Zt1lZKNj3remfcqhyQgI0ZtYIftHyFQQV6t48WjrghUCD74a5tGmprqpB4ummfY1aGxzNYGYREsdlwKNK6K6vZxuATSaGaGINTD3DXGpUjxFWbCsVjN0Hf4fUlBsLqINrEbJtEKrPtn8bVBGrTiJhCCBTp1GKCcitBXYSKlWO/Go5nNKtt+Ix1EQEzvRmgJmV3cBNBOvbSfyRpDrqSZ/wBdFnGsNM43jLYZtYTQiIO1G2AzfN0610E29tqIB2Pj+vurFq+HXoMCsD6fUD9Pqjem0kP6XQ5s9OxxF9Nxmn0fHEPpFBn0nGB+jY+v0XGn0LGjejYiRPSMRh9Exp9HxwE9OxZ9Lo3L6XQ8X0qlR9Np2r6ZUsPp9ZgwqxPCr1TFrRTjIZkem1Xz6Jjz6XiVCvGx54yTx0njrPHWeOkGPW48VJ4yQ46RaUYeOk8dJ46Tx0jU1rFoqaPRWqjHWcCzgWeOs4FmR6fVkH6Lj6/SKJ9Ioh9IpJ+lUz6XTG9Px1K4FLD6bVt+l0z6XVPptUPpdRhwsWL6fSJ4NYlmDRonpuOZ9Ox6p4NcHp1cPptc+k06j02pR9Nrn0miD0+kSz02m2z6RRD6PQZ9Hon0iifSaZ9Jpn0iifSKJ9Ioh9JxwB6ZisfpNE+k0aH0vHDfSKJ9Jon0qifSaJ9Ion0mmfSKJ9Hon0imfSKJ9Jpn0qmD0mgQfH9s36SP/HsUA/IZVh01C62J1ZaCbLARCPt2gIpIP/aj4/F/Pvkfp3AqA2n27VXVhuaIPvA/LPw6AKn7NdgFafrCnj65EHd2kLMV/wCrj7l/T/iY7bzqxGmq6SsdhBw0fFasS3yq62XaQsSO9jD7l+PxD/FeCV36sF0rG7Qab0Hap+XR/jHx/X/z/t/z/oEahawp/pR/uD4/rzO53O53O53O53O53O53O53O53O53O53O53O53O53O5/Pc7nc7nc7nc7nc7nc7nc7nc79+53O53O53O53O/budzudzudzudzudzudzudzudzudzudzudzudzudzuCdzudzudzudzudzudzudzudzudzudzudzudzudzudwfH9eZuE1E1E3CbhNwj2og8qqeTVPKqnlVTyqZ5dM8ujTzKJ5lE8qmeTVPJp0GTUYcmoTy6Z52PPNonm488umeVTPKqnNXqt9bHmQE5lAg9QxjDnY4HnY8XNoaDLoaDOxzGzsdYPUMYw52OAc2gA5+MJ9SxJ9QxYPUMYlsulY3qWIp+pYkOfjCefjaefjaH1DGE87H08/GgvrI565z1znrnPXOeuc9c565zVznrnPXPIrnkVzyK55Fc8iueRXPIrnkVTyK55FU8iqeRVPIqnkVTyKp5FU8mqHLoUrmUMfIrnNXOZJzpDkVCLm0PPIqnkVzyK5z1zyKp5NU8iqeRVPIqnkVzyK55NU8mqeTVPJqnk1Tyap5NU8mqeTVB8f199i1IfUKNKs6l4rq3vbeqS20tApjGfx1NIZ1OvYifE+ZvJJE2zjCggGaAGberW2rSxWUP+eLGaWArYDtnIm1XIFdwWDKr1WzHVLExRNMcjIdFiXcs6Lb+1K6D73WLWNcjHWbnm/aDeWLfbYrTbMbvH/27/wB6r7TyTfN4m8QlDOOrU3U0t59U+oJPqQiZxsNnqG03ruxyb4Mm5TjV3WU6ibpvmoh2z7IIBNJsg+P6/wBW/wCL7A6GrKydGutdeasE3aqtz2M1tgle+MzaC3pG1jQMWKII3t1OjNAs+Iex3oTtUPpGJ2ld1XMRlqqpfsGlu+fqLIoU0qYAm+xa0exF27VBUFariIPtZsc7f+q6bl6YsWm3aWcqlpQoFDLqyxtbF3asv3nFGmP/ALdtX3VouvCmgymWzFvaxd85BLbwqVLvIrrYZCBZ/Oz7a1DNh4+5mr+2ysXVV66aNqdQd85BN0+YqazQCdGX2NUw+P6/1b/iClyFoi1rOli6mZNhFpqbjWaaCk7JkrrL244LFJaE6Td1qsLTWfx/EY6TduhBgmukvc1ra2t72sMjyBH2vMddzv3P4RvzG+6yrXlV+7H/ACr9FWpojMhLVXBcS1TxHcFsR+QrFcLbawL/ABF0DhwS9gMYlpi/sf7bPowKzcI2osQDZqJ1PU7QXqPdbazN0A/7BvtQ6NhLpjGW/k5K2pXb3H1I+/VVJmmk3wWCKdYSBCwEHx/X5x0pMX7wyfZppWxZBboxdm41/SDuorBmQ3RC3gDSaQsYDOt+ogGs1gOpewQNunUb4+YAFmRWrhEqrmUnE1Z5DsYU4yaAqNHTcDjtCpBp6LAzQtVcrWThehupoZW9lLcld5eq2JTcoRbiGqcTgt2LTshSoKcGrdfRsmAP/F0/ESBHyK0ds1YPUKoM2gmuxLBr/nZRrpLvsqT77EJWNtabGUcumSiuXd2Ad90Pc1i/qwM1UQz1BWNdaWW3aGAaQ6ibpyJGtrjWqB5JSJmkxsp9B8f1+Uu+o1OJRWyWmxdx/wCPc2qafa5+ymrUbOGy9gBXkctep5dyicZY/oM11h09u5rNg1PUYrN0164mYCr8rb9+W+tSYzkvjKaXxlWV49WpxRPFIL49+2nAtI8asOfG4qglmLlMZ8H2Xstq7Az+P5f4PyuhY7AA26YDa434EsDk2oD6lo7W4i11juVjc+NSLbsanQL0N2kWMQsa+tZzDQW7jyktvcwfH4bbiqLn/dk3O6WYb0qh3LoYDHVLZbiB2fHyKwPYaz/tUNLdW1yFL14W/wAhxkBwl0TqwbN7WJXkrbU65di2re51osAONam4fH9fl/tHQTetYAWwm2quuzLLCtNAaqywo2nMRdMdK7JZi1KiWGplzWcjKd1BtlthEpbenJpA4tB1mkMP3AqQidqE1gj1I6JjfctVazojYk2rNBAk0mpmSl1kXFGrKOXEb/x8h91h3RC2mrQN3ytDbZDkXmLkZBlNnV5fbvWtrrmslDXCYg0o9v8A7rbRsxP2zbWJkANkeqftVnWp0Kvgttvp+DyITkWgYV3Ibfm/u8fa3xYWUMWVmpYH8WS2jmVTRS+9cZUymyrsjK4ZV6hU0RwwBIjpXZHwKyLMa+ua6thBJzgzmBhfWB3sITirstKX1q4b1J/zsGxFiEaNbRqq0xDUrD4/r8z9rtpxFjau1clWVlZli2faLNxLKotelpyFbsfJW2WUpaDiPTFvQlbAJao2Y37NdZcnHEH2q5RVN9aznG3eoKjo6KDNyoj5oVhmrPLSDJWc6T/rrNISADcJVo1gH/mVkKcv94NF/VZZsUNpDbtQBrC+3b8nqPdxD7rZTh1rWtdSlNNvtm5HjuMt1Rc++PmXo5y3a7IbWl9oq+ThJrMbUVN5ZOM5MUBXtyOtj3ApYJvED7AMuxUGpgf7vbWb1l+w2OtelB9smoX17TqysK60LT04CsZOYtMozqTAwIDGNseHCq0IWO+gvtBfDzGKXWC9MjbXdj5OleVbyolirKf02fqBlGjXj4/r7f07RNsybaxMlgxJbXcZhkBnBJ4RFx6dWo+7Gv3CHGqtdseoLYwUUjjTJyeSaqCX1m46DSaiFtqUNzK4Kq3zZ+i0/mLXqDUwjdTC15nZ1JyLUYWsVPQU6q+rInKlppuNnhNZeMKpZkL49pJaVrqy6aalpo011NVYA1n/ANaffDrtqIVNfbPs5cgvrN/I9NAsZcSt7PDrZMlOKzWJW7vY4qTWV2dtt0+0NjFeTaJZjy3HtK+BZqo0F7ssGWynkLTWay3uzaZYoVtcOyLiUcrkGFwKrHYTQwRW0gucFM+xTRlJcaWmVWwN132WHU41JATYxyrRXYmTSwL0bB4RI4uFqFM8cSiulIPj+vt/TM+41qynZr1d1DMU6KD1yRWm8kGVt9p+ELa3ZYMd2sPsq+5OkQl0x/27uoTo1h++39xW0jWlq27mB+4bWRhczQa6GP8AJeyasysQaMqy3eWtWbuahgVNI1a0nfWWERiS6BgFIZfui/fVS7VOiDR0+37hOVljMrW/lx9FswLOxNNE9QCxaEsQDhp+W8RtpG1nsYHkaV22A0Xu9bsrN0R7Zh+56VFdLgKPjessb795hHIBhqJtaZaV1mmv7nUFa6FaXenDV8e2v3pt4r63Vzv79RxOIhSTTfxvbTM3H5KcPaj2fcdp1o/4p7ZRq2n2j4/r7v0zOAKVOCzdEuQfiLNNYOCuXV8TagTcsW3isvt/KVoem0M0mk+J1GM+ZRMdgEdvt1BV+0bFUlseNRYs4LTMYNU4RXgo2wfp2mbtLeio3bdCqrGRblw1ZcjJ15aPlf3UA0AnzMjTWvpKv1VMpRAkaHWd6thJuOKkXBrIoxEpYCH4yaRaqbGxrE/JxdOWZi6Nux4GxYLccDGyKhUpDqakm1hNZe33sQ9aJu9v0y0jfuWVHWFtI7hFfJO6vI0gKvENuq3qWEtx67ZZgtOJlsx6uMjKrWV2jZy1TlrEN6Gciiy2sLewJJqPjVV6Y74up8SyJjOIPj+vyTpWXeWltLKArWdMsPyn6MYa22V92a+NroS5h01Dbat2puH3aTSAdQyyCL0de0ddrBWlm5a2uffzGc51F4LWW6NzTyBoL1Y7hoW/NYvv1OtzdfMP2s548ywaWJ+pO5u0hO1XBrNobjbpdrI9T7au9AdUjaNLRYDY2spu0lmsN1wPkXTmulG91rJ4qW2WTMfVmH5j422JTVDs2VEbZpL346t2o5X2UDbXNZd+7KZp92dkF29OQFsxVlo+1L2WLapAbSLkNql4aa6h0JSuvtt2PjeTmTybpzZXJRY7Afdff+9aSJ/9LjW7g72rB8f1/qB0oF0vuBS2/dTYYlxWO9JRnWY9m12WthksNXYzUymmo45ciEwAPVNPdo8WCYzDVMcBgBFOlb10MbaF13d7oTumg1VmWb9Z8RcixYuUuvk1ab+Rz+lQqLkfLNufkICfA1EbupjrLtNimP8AuBAawn3V9025SiefDmWmcrzkeN88TtNh9sRtsTuHojIsCgM7ePfAmQs25E23ymy2pUscqxscPioYMQACgCbYdZ2ZkH80GVsgGVkha/mYjtTZaTYz1s0soaGlVSxDXBe6xbRZN4rlV2oe01ZHnYrVebhGeZhwZ2MJ9Rqn1Man1SP6qSKcreu2aDWD4/r/AFE7cfmXQ8ZD0Nqca0xcawFsdzDjPEV0i3aJY+4sZrEybBOQzkJlL6Pb9lm6bpr7GCpotLmDH0ivtmg1uJWk2axXO9/1+2pmrRBY5eu5Ad8CmaCV/oAi7jL2/MrCNZ9pmQAuR1FPJF01yToQCa+y42cbWLK/2bsQWv8AT2jYNgng2zwGn08aJi2CDFtEOA2vhXiVrkAGuxoMWwymoVDWaiaj/CDNer+74PnKbdZiY1dtfi17Vxq1OsJOn6iW0DVpYLccpEabjHOrQ/dOwdfc+wiXMANCBug+P6/1T/jaT+A2g7nc3T+Gq1DYziGi0Q02zicFapuM3Gb1l/31aGLjuVrq3O2L0BXXCm1Sy2jRmAB0EY/llqBBdRpdoWh9sVA1h1M3BIW60KnuVEQfqPctLNkY6BJvXbmAMdw0qfrdLX32UWgLWS1urGaWiVllr3TcJ1Op1OvfSbZtEIGs6mntrPuncOvtr7mbD7ZH7/xBppYv34dnGq5Ks1t6VSu6uxTmVCxra0FbeVa+RVSMi/ej9nUAj3Rwp0Qrx1zYJtGoRfbudNFg+P6/1T/i6wA6aTTaep3rrpC3ZnzNvYnzCmpKaQMNTZNlRJa9We17UrRq5sRzxqJp+B0/JNAi0ppZWu0owm0zYYrFQLXm4RXEIVllbiJYRN28DC+xMRNFxl0bErJ8THBXFUzx6ifGq0NSKBWsduxvi/tzWaibpumo1+ffWazWazUCaibhNex0JugbWazd1r3qIzCazJH5+yFCIa214iJsfdcN8rTjRqtWcowoXY9y8hFtqIca0jxmnA8FFhJru1Wu0xBkAaZM2XkcV84rpxMIKu+JIgXQfH9fkUi9B6Ygn05NWwNy/TV2/TFn0xJ4VUHp6Q+moYcCsMcCtJ9OSfT1n09Y2BWIfTa4PTVBPpq6L6arAenAQ+mqYvpug+nLPp4n01Z9OWfTlnhDafTxD6WDPpKGfR0n0ZJ9Grn0aufRqYPTMafSKZ9Gon0nG1HpVCwen44i+nqs8BNPp9cXBqZfp6CH09IMBRDhJB6fXBg1CeDVPDqnjLocfWeKJ4onirPEWeIs8RYMUCeKJ4ohoRYMVWnhieIJ4gnhieGsOCpnhLPCWeCs8EQ4Cw4InhCeCJ4CzwVj+nK7fTVn01dfpyz6cs+nLPAWfT1j4VWvhIScBNWwEUH09J4dTQenpPpyRfTEA+npPp6z6fSzfT1n01J9OXT6ck+mrD6apn0uufTFg+P7bX7SetdQ3ye0Oqsp7T5u/Vr057Y/d3t7j/aw+Pw/z+Nv098bfOvba76tCij88DWvfuZNJXrFP5n+lboH3Eg6GP0SRyatp3ts+1h8f4R/gs0VyWLaw6bbQDWTuH/U67D+3YNs1/JRtrf4B8f1/wDP+3/P9Ts+7/KP8FlgSNYqwWKW3KZuGq2Awsom5ZuUQsojWKs3L/hHx/X/AM/7f8/24/wFHdtrbQNLNrahdJx/aqffx/llDqK/zNh2lTu/wD4/r/5/2/5/tx/uD4/9nf/EACwRAAICAQQBBAEEAwADAAAAAAABAhESAxAhMSATIkFRQAQUMDJQYGEjcYD/2gAIAQMBAT8B/wBQj2KKzoUVRGPHQkrdo4kiEbTMKjyTjXwRiq5K9pUemSjiiMbj0YrlspSXBKKzocVTMVlVDh7bMEok418DhxwUlKqJ1ZNVRjHgfHwSrjgwjyYcDxuqIxVdD/yHqfNciaXwZ32KSQ5cUhSpClxQ5Rfweo/gz91jduyUsnYpKqYpUNxx4M13RlwSm2Z9GZKUX8GfQ5+7IbtmSfaMkOXFIcrHPs9R1Rmu6FJfQ3bv/wCcKKKK8aKKKKGODRbLZbMjIyZkWclssscjNmbM2ZszZ6jM2Zs9RmbPUZmzNktVpHryPXkevI9eR68j15HryPXkLWkamq4ypHryPXkfuJGlqOff5C8GPb585dEXaswXZWmx6RHTyJw+t7LLHs/PKKPVS+D1k/gk4P4KEqHEn15UUUR9qbJ/G65NKOP5C7PTY1R0Yyq6GtmX5S6NH28C4JwV8CtC1GhU5E9PFlFc7UUUUUUUUUUSXI+hIS3fJGClwyP6eBL9LGuB/pZH7bUP2+p9C/SajJfpHGNmDK9pqRreHZH8iPe007sji3yZ4JJOxaylxIklfBJERalCplIxRihpIb5IzxZOa+BbOl0JqcaMH4rxZ6cjBLsrgYkJVtRRBCiYNlbPUV0J2rH0R+x9mjpp9olpQroejpvo9KKGkvyI97RhcrJd+OOyaRZZkTfG8JYsnD52oVonyvB7PwsUZ6gowgvslbHpsrat9PvbJkdUTbPR+SMaRqy+EQdqiUvZQpwSoepEcoMbt8Er+fyF2WyTaf8ABmZsjP72l14ZqqEt1/UWLRhExialfG+mrRKFbKNkpYqhSmJ2f8H2OqoSHwWafe0vbtk0ZSPUbIzxEmxvwTon+Qu9p/xxkS3eyLL3tl7IoiqHySVMjKhu2WkizJ7ZMTkKmOCRHgyJ9iOixcmFjjW1nYo0US/IRkh0zFGJT8VtiUPrx7MfCjEraPZnQ5VwhstnO1FfwNWUx87Ri0e4dvsoxIw31fy0rRgVzRiNGPPJgJcGJbRkzJlmJizFmJixKzA+aMbFyYsZZb2jGzAxMRwKGqMCUa3stlstlsjye77Fl9nu+y5VZnIzkZyM2Nt/7TZZfhW9lllkp0rPXZpTlqSolppI/wDIldC1L7JTmj9xI/cM/cM/cSP3Ej15H7hkNVyZe9FLeyyxzZ68j12aeo5f4tdlmTvz1P67fpOHZN8WLVi2Swo4+j0YyV0T/SfRKDi6fjpumR7I98mUY9Dk2PynLfR3SbMaMWV/geNkOPBFIirkLT+0S05Ly1V7Nv03ZIl2KTQteQv1l9kdSMuienmqMGmYsooRBXsxDZDkWkhaUTWWI52LTkxRbMTTQiiUmjKzkT2SbMGimKEmejIaaF4UUUUUUUUUUUV/ChQu2UcGnJR72i8XZHVb7Gvo1oU72SMWUaq9hR+n/sTXbKKKKFwyGp9jl7i3ZV8Hot9DVEWQ9zoUYt0akUlwUaMedkzXVs0YRiyXLMcRwsikt8bMWlsoixRlEWtF8MVULbX4kR8LLLL2sssva/4kciEMujsujTnRqazb4Mo/R2yL21eYlGjHk1P6swMD02YGIo/YuWPliiaR+pj8mnDN0aWnGDuzNLocrEZbKVE+TTjUihoraIkjV7RLoUeL8EkyElVbM1oW7Eq/IQiSFvEmiI1T2RZF2S6ErIwon/XylJNCjRhH7MYmcUqNT38IUcXyJVwYswZgLTMSXlirsxK+RMXfJqbxhasaoQpFk2SX5C78K2RMiS78I7RG6JSvyRfhHskr5OCzIssciiit6OUZWqKbMR2ixKxwNN3GifREZZEn+QuyvBkR7MooS3UqRkXtRS8KK/EssxFaMmdPgbbEiiiif5OTMmWxcmJiYlIaoxH2WWWWRVsxMTEwK+TEwKp0YjVb2WyyjEx/6f8AsoStGJZZbLZky2Wy2JlGJX/RtotlstmT/wBq9SP2WWLz5KYiXCMmZmRZZZZZkZFmRkzIzZmzNmbM2ZszZmzNmbM2ZszZB2KJgjAxSPacFI4MUYGJizF/k6n9GelIhotHRla4LdkbKEt63YkiaXwTfNCbFYrES0X8FfY0vD4/m0uzgSsol4x68Zfk4lEiESS5Id/wS6FZWR6MxaE0KEl2YkdNVyIcExoopUUSW9Cr5KQtO3R+3iSjToxZgxwa300Ymmq4ZVdHp/ZPn48InJb2dEvyF2UT4NGX2VFkopS/4PTT5iJ/DMK8VEaPajNCd7VYtN5UfG09TEbEcFkne1FDXO0OyiUamKDMGYNqiUHF7aaIdjM2Q1G3TG49MekmS02toqzlHwWWP8hFjfwIy9pZGWPQ/chz4L3l0J+3ejTXsIxKKY+OzO973qzHaFZcmCHDk/rwcxMkRlZ32KNElkzEgJJvk9JlPo9MxYpNdEXmuScadmmSVq9ls/yF2OJqLZE48bKXwPwYpfG2EDDT+yKSVFkp0KeRqd15x7KKiKjMc+RO5Gp/UTFup1vHslLFCjastoWoe2QoUPlclRIuPS2S2l+RHsY1IVodktS1Wzray9418kutrLM2ZGX8Eex5FSMWYlPbl/wJ0czYoPoememPTaFNocvBOjIl+RHvx9NHpIemYMcWYC0mekKCRqdfzR7/AAFwz1D1GOY5lMp+Uvyc2ZszY0z3fZz9nu+z3NHu+zn7G5IzkZyHJvxemKBXZgYElXhZkzJmTMmRbbKZTKf2O0Wy2Wy2Wy2ZMyZG2UxpopmL+zklaLZky3/o8UvkpGKKRivspDVf7Z//xAAvEQACAQMEAQQBAwQDAQEAAAAAAQIDERIQEyExBCAiQVFAFDJhBSMwUFJgcUKA/9oACAECAQE/Af8AqFR2g2idSSoZfJOpLOzdirUamlkSlLGOMuy86c0m7plerhKP0b+dT2vixRqZWvPkq1Zqft6Rm1VX0xzqSvOPSKdR1JZLorVGqtsrIdSXtjF9ilOnNKTvcp1JOhkyNSWUf/BVJqnnkRrvdxfQq7lUduijUytefJT8h5tSMqjo53KKla7dyhJyvcdWpaVinefUym5uLll0OtNKLP1HubXVhbmObkTqSzabsR6/17V1Y/Tu2LlwTpzl0+D9O004MlSnJK75I0XllNk6eUk/olSvPIhSqQVsiPix/wDrlj8e9PC5CChDEpU9uGJOlJzyiyVFySu+SMam5efJ+nl+1S4Nn3JopePGC57HQUnK/wAmxzwU6VSCtkLx1i4v5FRtS2yKsrEaNSN8WKjJXs+yFJqWUnyQpYxa+yNCzj/BHxoxk38MfjytjlwTpTfGXBCOMbf/AJwuXMi/puXLly4uWQqRkzFGKMUYmKMUYmJZFkYmIoI2kbSNpG0jaRtI24m2jbRtxNpG2jbQqSZsRNiJsRNiJsRNiJsRNiI6ESnSUo3ZsRNiJ+niVaah1+Q/Qi+r0foh+4qLGTgbjtZGVaPaF5D+idXFFOpfvWw0WYtbly5cuXLSY6GXyfpmupFOM49suN3IyId/4Lkvc7ENXwVZ5fkPozIssJoWrWj9EXZnke/kkr/+kKkl2SlkOCaJXjAp1nJGbHPguZDqG4KaZcuXLly4nwRL+hcFWrKFmiXl1CHmTvyLzY/I/Nortn6/x/8AkS/qnjr5KX9TjVqKMUZoy5KctZ8xGrfkS60i0cpcGGRhboTIskOF9Lly7LssTpqaKdN9SHEtYXPDJXpG4uPRwNCVjJmRcTH5EEKpOXSFL3WuRQ3Yb0zFIrO6Gmy2JUpvtl4fRHxpOCkl2VcqcnE8a+4VH8CvZHl18Fw+SFWtleLZT8jyY8z6N2T+RNv8iXWjl7bC69OXovpF861I5K67KFa/tl3pcaUinZSs/QtFrbgsKEKZOpcpY9iqxSLlzLjRFf8Aacsi/hk6RPx6baYq0uipS3JuR4dBReRV9ssiksqlypSrTldoj41TL3I2qsH7SmpJe8p/kS60grr/AAYI20Sp/WkO9bG1LK43oiS/uEs48iq1PszmUutEVXaRCqnwy5KaghXm+Rxh0SjONT+BxUuSHtgKTyRKTI+4xsV+i7SKUcy1uEOKkYxNpLknSUkSmo9iRxrKKkykrfkS60peq3pnAh3qtOzES0uYr6LFhl7FSUS3yU3mrlSmpiVi0nIwT7MI/WihFO5UhCRNTg+ClVlKPJL3dm0U+EMvcsN27NxRZGpl8Fyx0Oo5CZB/kS60jKxuG4KSfpbOjIuR79CdzozO9PkyMi+k1wYJ8sjTy90iEbFkNoui5d+tsi7GSFwXJyi+y1Mi4x6MkxTRVq8a0H3+ThEwiVGouxuR+jL2KRuLqxGqn0jdbimje+LE6mMrM319Cs1cwiYpFje7N5G8voVe/wAG8vonVxvwbzHL2KQ6tvgnPFm+vojyrljBaVqjh0b6ub38G8voVZP4Nxpv6I1Mr8Crop1cnaxYsWRijFGKMUVZYuxlD6G4fMTOn/xIqDljY2oG1D6NqBtRFFLr/pLV/wDQYoxRY40ZfSxiYmJiRppux+niV4QpQyIeVKUkrH9pu1x0iNOD+T9PE/TxP08T9PE/TxP08T9PEnRURxLaZq9i7+j/ANLGJgjAVJH6eJ+niVKSj/pl/mp/u08+MpRSRQj7nFkvHnCPtKTrOVr2LS6cir5M6TxuU/6gvkhUjNXRf0T5JdE724MJ1P3dEIqPWkhC1hHWv8D0lOMexVL9IdaKdmXXqto/yb6Mz5sx9EnZEqtnwyFaEunpcuXLspP3lzy/2XIXF0OKfY/Hg+Sr4Dk7pkqE6cbNFPyNuSkumKd1cyLl9Juw3qibxVx+XVfQ/NqniTdSKuKFh1YockjIqsZcjFMasXT4LaOcY9sVWL6FJMdamnZsfl00rshOM1dD9Gf0KdzcRmZozRkjNCmjcRl8jmhO/wDhc7NLTlFam52tpKOSsT8dLoUl1JHj1LrHRsziZIpP3lzyeYFKadol9Llx8lfxslwU08TguSrwi7NkJKXKJFZ7ccmVa1WMMjwqk53yZc82ftsLhGDTPAdoHlznKBSVoIjPIzsSbeiaY5YkmpPjsXCJTt0TVSfRtzfwPxakeUx9k+7k/wBjP6dzRJejFGKMUYIxRijBGCMUYoxRihf4mMWnR2V6OXKKPjKMfcYS6udIkixS4kXPIqWViinmv4Nw3DdRmjIyXxolYueVzJXPAnziVquEbnkynVhjYfjuX7mQpKH7Rjgn2WiidNTKScOytLKnYi+BOxlpUZNytweLdppkFySqe5RE9XKSK1J3uiQ/2s/p87QaG7/kPoZFj1kQZJEetGYklYh2TnjG5VrqdihF7npZTpTpyuNm7U/4m5V+iVOrKVzxoOn2TfA3fkzRvRN0n5CRvMj6pN2sZWVvkvfglFkv2+0oppc61K1pYojLLhjHSu+THg8WLSdyLv8AkPrRehkSRHr0SH1wVpckVKfCRRpOLu9bFtGYltZdEZDb6sKl9ioxRhEcRUftly+ly5csn2YWeQrLkzFZjQ7RFNFeLU7lJe4l2R6FEkQ/IfRcvqhi1uZDelrk6TlNCppLgxOC45M51yL6v8G2mQ7MxRZNWYoqPQy5cuRf5OKMUWROTizes7WN5/KN7+B1JJv6I1MvgVYp+6KbLIsixYqTcY3N83/4N/6Rv8dCqctG/wBG++OBVW4ZDr8EKmT9W60zf/g3nboc27Y/Iqt3axKpjKxv/wAFixYsiyLIsiyJ+2N0bpvfwKtf4IWkrlkWLIsi3+vxV7/7rBliw7em+ty4uTEaLMxkYyLMeRdjnYjX/wCRGakrouy7Icuxto20YI20baNtG2jbRto20baNtG2iqsejNmbM2ZN9HuPcXZdmcjORnIzkbkiEm+/yIfuQ5pEqiZ2WXZZaXGy/pQ2xNkVwWQ1ZaWFUXyTV+h0pFOlZ60v3f5vIfBkSniZkevS+H6Yfk5GQmZEXclwtONb6w7OC6RvwP1UDehJcGQ6zysiX2RqNCkXZk7lyD9EmxO3JOtirj82pfgp1FOORmjciKom7Fy5X5RjbsryTs0ZX7I14sjb0TLFtEiP5D60heUrHmU3ZYmVSHRTnOUP5IeRKn7ag4pq8eRVk2r6WLaXE7DU5Lg2p/RKLXemSi7m7GUG0Rtmx9EKWXLFEY7iRFWLly5fSr0ZWRTmpU+B1Ym4iVVRlcp1VUV1pVfBW5gRavZ9G3G5V8eKV0KFS10R8iS7IVoy0m8Vci0+hdjQkL8hlhRWWQzB5FrFWmqitIhelMjQ91xLWxbkfTPjSs/7xWn/FhO5GolGxF5dChbvW2rdjPSq2ocDrSZCt7E2fvd30XhU4RtP7KtJrklLG1idSUuyi1TgjJFR3Q5Y8kvJXwKStkbwppuxKEZdlWntyuuilPJWK1/gpTtKz0ekfyH0KRRd7lyXBTnd6SpptMWltWuRq6M6puVvonlJ3sOEn2UqWVyVLb7KHVz41eiJ9D64Fu/Y9x8Nn6Z/ZGg8bXHFqDR437xxS+SUU+DFp8GLZKldK2tX9hTp5yHUSeJZSRKhfovVgSrZcC9srI/ufaKkJrliZKVlpH8iXQiLiSsxWIUMZX0V12XEW1mvoj3piWMEYmCLW0v6ET6FiXiOUTMyRc4j0X0xQuOjnWUbqwsaUSVWLdxeRY3hVk+CVNSIwSRbWUU+zEh+RLr07rN0VQzQpo3B1Ubo5tlLst6npb0z6/Al7lY2FcVCNyNKyFStyXRdaW9EPycImCMIkaqtyh1I/CM19G5H6JTjGTVjdj9CqL6IYyurGETCIopdFy5cbsheQ7cj8glN8W+Tf+zf5Kc816cUYoxRiip7Vc3V9G9H6N5P4ISUm0YoxRijFGKMUYoxRVeCubq+iNTJNiq/wby+hTXPHRSkpoxRijFFv921f/HUlJL2m5O4qsn8CqVDdn9DqT+iEnLv/ALZ//8QAQxAAAQMCAwYEAwUHAwMEAwEAAQACESExAxIyECJBUXGRE2GBoQQgMyMwQlBSNEBicpKxwXDR4RSC8AUkYKJzgPGD/9oACAEBAAY/Av8A9QSVJQhAnitFEXwqNUFtEQAt5ipsLYRKLosqNQBYpUEKQpVLoB4hSpIUqjFDmwoFSqtUhFpCJRciSqNW+2EIUhSi5UagCxRFFITqWVWLRsyRsDV5qrKIZWqMqMtiAiTwUOopCzFQwSt5uzRRTH/x87GppHJQ5qdlUZZWmNlURsJhEZU5GkqMsLLzTSL7CwryCkcE1igIqMspxiIRJUFFqKKcnIyYQy1TFkdxRizU5GkqMsKFkcnL1Q2euwLMKreapGxyciRwUG+yeKGdBzVD2qW//HyFBCECiECijKnk8VBCiCiVutWZ2wpycjIUQUeS1IsKzBZuew7CogrLCkWW6KrM66zRRZWhEJyM7GoEXR5pyMhRB2SLor1Q2SrFNK00UZaqq9U7onIqRZQoIogA1DdUZVXj+ZDr+XV222WCsrK3zWCsFbZZV20G2wVtksoVLnbLbKKg2V+SwVlMba7bKwVtltkxsoqD5rfmY6/6QDr+W7wlaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WhvZaG9lob2WgdvkHX9wOE7NmBi3+iA6/fDCwRUapQHw7IPEuRxHaiZQb8Q0ObzCyvb9m6jfL/Q4dfvm4YAzNFSvGx9H4W81Hgs7I4vwwgi7UzOBvU6f6HDr9612C7KcyL8Qy4rDDbBo24nh/heYWIMZ+aB/oaOvzEmwWbCdmC8DN9pyTcN7oc6wQOM7KCsuFiAu5J2G12824TgIflNZCz4rMJo/lUYLxTgi12LUIPwzLSoxhh5j/Cjj4eQM4loQxi/7N1ivFeYZzXig7kTKz4ZlqOG528BJHkvqrLhPkxKdhsdLm3/0FHX5sT+UrEY/SRmHojiO/FJXiNtgwvhzwLl8H/0uXNNcq+NI1OoExvE1K+Cw3VaXVCwhhDKCyoC+L8fJrpmQ8MDL5L4zxWh0Wlf+oMGkGi+H6hYGC2+IQntN2BzU3qUQajw1k8NuXJaFh/ENEMc3KYRxXasUz/oKOvzYn8pWHiYQOYYhaYTWCzMFfFFuAXtxDr5L4M+cFeHG69u55L4sTpqEAdTN0r4H+ZYH8n+6+K8YTD0GNsLL49+IYAX/AKg4WJXw/UL4YYeGcQ4bM2VfHYT25DGbLyTepR//ABr/APzU/wAQWEB+kfuUlUPyXV1f5bqGYrXHyK1fNfbfbfZdDxHxPkpDldXV1dXV1dXV1dXV1dXV9t9l1df8K6urqrlq9lq9lq9lq9lq9lq9lqWpavZavZavZavZX9lq9lqV/ZXV1f2V/ZXV1dX9ldXV1Bd7LV7LV7LV7LV7LV7LV7LV7LV7LV7LV7LV7LV7LV7LX7LV7LV7LV7LX7LX7LV7LV7LV7LX7LV7LX7LX7LX7fIOvzFvMQvDa4kTNU7HzuDi3Kjggkg8Sm4XiPhrswWFiZi12HaFiY4cScTgsTEY4792oNxJEWI4LxMznv5uWK5rifEM12eJmcxxvHFPaHucx4gtKDs7y0HSU/4jMS5wiOSfj5nAvZlIVMfEQ+IzHNlywv8AqsxzRELw3OIE8E1vIR+5n5B8m8QFuAuU7rApOIcRvJNHhkqignMP4lVuR3L7wIEFQMUsPGOKLjiMI4AqHYSMyEWukLdxGn1+a6v8m84DqqEvP8KP2VOqq1y191ux8lQh97E1+7qfkP7k5ZMQ73D7wdfn+JDiSNTOibjsx8z8+9hk0AWK/Dxy3EY+G4U0hfGguO7h0HKi+CZ472ZsGSQVjuc6XsJa13NDEDyMQGCVgODjHgElvmsH4kYpeHnfabAJ73fFYgjEIyysJmG7KcR+WQvjcHxXO8INyuN6oPPxD8SW2JT8EY5wsrZbHEr4fCxsZ2ESzeylfDfDj4rEykOJdN01xxCfDxspPML4zEbiODWkBsFOwmYzmeHhBwjiV8NhYuM7CJYc2UoNzl/8R/eswTg0FxHFOGLIjgpydURhbrTxWJOrggXMBPNRhiqb4ghwp94FHBOAO7EqRMn2W/PqtA9EXZCCTdDITbihBcPVQXT1CAOGFLaAXGy6pt8PAfAIUHfPVPacB1RyQ4HaC1xQPP5B96MTEmgpCjDwj1KLHx4kxCguI9FTEVHhcCoiDtkppA3XIEuDSOG0/uTv0tUWhlOv3g6/NiP5NXwjsRgDXNLRHHisLF+GHh/EHEhzQnvDfD+Ka6BzK+M8YwX4VPOi+CwnyPsCsD4fCaPE8SCOi+JwcUAO8QOgJ2Hw8Jxb6r4bAG880I5J7sV0Y3imKr4d50txKlf+o4jDLCGiUHYcy5omSsTD+Ible1stfzXwf/WHd8O5XwmFhGcPI6IKxMMCH4Rr1T8Q3e6VivxTAOCI818K/wCIGRjmE1TfAMs4furS0wZU4ZwngXgr7bCeyOMKmIFQhEc0zHZIM91Lh7I8EzMJ5BFly+vRGeB2OZveIDQZqfeBSiOJTReAow3ejlJY09HLfa5scwqEFTCxMQcJos2HQnihl4mC6FlxBLefy4rh/wDxYuI8jeNFPBYocN5tQgd0eq38WnkE9wzE8JTRHBVVtg+9y82oNBEL+TinBglBpbUrK6nVFs25JrrmLnZLl4jjDeA2DJOUHiiP0nYf3FxPBSRUlO8vnpwW9mtSnyDr8xONGTjKE42FS1VnGJg5uaznEwc3NAvxcEkc0HeNhSOMrMMXBnmiXYuCZWbxsLNzlFzcTBDjxU58CVDsfCI6rIMXBy8l+0YfdDPi4Lo5rfxME9UMuLgiLIxjYVb1WTxcLLylDPiYJi0rfxMExzX/ALdzS0fp/dR1TSeKkKHAEeaBbgtjjlCBwnPk/hJQzE7p/FZE0jhCq4Dqg0OGYG6wnMeTwJapNzfY8ODcr20Tcwg8vuwoP99gzW57A2oniqmqLi1qkOML7RgJ8llG75IG9YgFQodqHuv4geK+0n/ZRh35pzuZUgj1T3n+6eY/FBdzQdmotSgGpTd7gpKIAPqhAAhD70dFvLExI9E8rCPmqhQOLUzot0DL+oo5n5tmcmBwWVPHGmx2U15KrSomD5qtOv3zvOiawsrwqsVxEH5xmVOHLh8g6/Nle0OHIr9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oC/ZsH+gL9mwf6Av2bB/oCjDY1g/hEfuXqqOKuhNgUwXI4KYhVEJgLnNitEMTDxG20lQxszxFV9piQEcznOlODcOsKtMrqQuLirLDe8Xpm5JwaZE3+7ABhxst9HjCMhbzcwRER1RUXRXJc/NNbO83nxW7dUv8mbzss3ZHDrDrlNwyIh3BRmcB1VVvbIlSpdVB33snknOrQUCPROKGm8pr30QcLcV0KI5WUoN/CLqlk4cHVTeThGzNaD3VVLmAlHDcJ5KM0sPHkpgPHFWK3KDzV1b3V1Uq5XPqgnNY7K4LfcIUiud1Fm4AWW5qKBPzbqJpI4c/kHX8t9drmkwvCpIBzTsGdwE2lZ2QXDkmsiH2qs7H0QzVHJB8VUAlO8N8k/qRaRD20IUKQbGVZ0cFxV0N5airq+zgrBWCa6xEoWbCnxAt13QhBrzvK1U6BIHsiWqYrCqKdERWFIvKkUK8ws7bqFeyNzKGZsA+SPGaIMfNTxWQfhbwUoQuH9QUHYEz1V9l1CivZYxJ4rj2UqVzVArrMfcoSAZuq28luuUyAOiBMKOEp00F07LaUFJNXLUg4HeCB5IUqjhvofw+ewm6D37vVPDw4yaKCYapkei3Tm6KjHT0X0o9VUNVXiOi+o5QEBNVM1KYcUC01HFYLWH8KOJzmFNlE2CsrQvsy31X2jBHBHKAspEzyCl+H/AFfIOv5bXmqEbN8OjmF4mG6MSLhO+HcBmBuOKw8TdfNOi4tdw8kJIxI/UFVjmfyP/wAJn24EfqH+ycczcnW+1uMPxUUtHBEuw3CL8BGw5lI/srhH5eGxmUxf/C1+dl/wqz/TsnLLlmdYXCyzDD+JZm507wmudNBHBAYxBcL0KG+0BZmua4cYKkUhGgzcU3KKuN1DRxvzQlo9AufpKlq306pmIKMiZCc/GbnaaRCDvCqBSicMTAwZ/CWiykgKrmDlDK+yZWb/AN/mxDzcpRdwVSrlRSeXFZcsdVWUJQmu8q3WRql9T5r6bU4Ae+xrRxMIABWRaRcJzTwUQOYKJc3MJ3SBZObinMiWRTgquR4gqgB8iqtDHbcjDXiqk5iaJ2Yk125vJEmSBZAYxMxFUGhxgWhQ4HRFQoZ7qrpOyvp5qPDMxOleGRlddtUX7h6kiFQhNkdx8g6/lvqhsac0AqMF1YmiJcZUxIThll0URW9mhAAx5BQAUAGw3ks5O6vCf6Iw2W+Syg16Lwi2AeKMcQodHpsPzs6n/Gyy4KLeayvWZtPJb9QaCOCLTdEYbolVNStwTCyqHtuhBqv/ACiPw+IN5pvzVVI4KVAqoIUlN5/JZN+UoxzVXS5NHNRd3IISMso5RfjyRc4XXLqm4jmzHBNdlDQa02ZnXKysmFJeB1WXNHmNg/hr8geLPQc1xFaKp4cE0uLiPLmoLbo+HUKvqFyVVlcZHVF7ap+K/wBE48GhE8ytQVF/E72RJGpNDKTccllFhyUc0M23f/sopyq1NxsKYneAWJQCu6VmJP8Aymlo+Qdfy2hiqqZ2FphOOStrrfzE+SHhn0Qaw+iNCP5lBZPnK+n7r6TUG5RXyUcEI4KgrCpHic0H8cNSOSo0q0I1b3WVXG2/tsZPM7KDbTUF4TrjghIlFzKRVf8AuGFwigCe7C+yg6TwUw3EnzheK57A4mYUl7IAoAocmuykzyToZACq5br1lXiFs05p+J4ZGYbMMfw/Kz5crU+5dwAWIXSSUGN1xU8lGG2vElcXKA3uqkKD3U0QyNJjyQlp80GN4oZHTN1xOzNF0/EHGnyAYtK0KIcKJr4rlErMIA4qGYl7I+KLLMyjh5LLjCgQY4yw2Kyta2n41Q0WQuyxyWTDcO6DcwWpF2aIKLhp4K4AFQji4VQRYqXUPVDdpKjw49UC5o/rX0z3TRldKg4b0MLK7N5rQQOITmuw+y4iefyDr+W+qFDsPRHFsR77JqvtN5HLv9eCzG3ILMWDJ/dHKHzwEhEvG9twsStDC8NskOqFiAiZ4CqIfhvbhni6ipiNPqi3iEHc0XDeI4BZcuV3ATdbwVtkwmeqngrhXXLY0uFinNLN0HgE+DFFPEJ2I47zuavsmAhi4fqml7mzFkTi5svCOKBLBlNgQo8MDpRfi7rj3VWkf9y0LKxttnFU2N6KVIQDga8QieSPlUqRFUXxvKSuEFbpovtMSei1KoBQyhNMXVhKIdJDRZR5oRQLPxCglBrDMfIGA0bfqoTYkCBKOGahwuszsM5WHhSF7Jz3mG8J4qcFleOaiyOw/dWIUceilgB6cFJzCDXyW/IZ+pHDwqN6KAAXSL+v+yAJEwrqhWZ0wERhf1KpvzUm0XC8lxa9XKpJKPjuKILacEX4bdx0T8g6/JlxMQArxM4yc19m8FOax0lt1JxKTFllZiSeiOG128LhfaPDUHeKIKy4eJJ6IYZO86wXhzvRMLIMUT++71QnQynBVJlGt0zD9Tto0lTUKMSqLQbqhynnwUPJLOdwhNNhYAHNirXiQsr2YbeWUQtQnzRa4DLzumljYhEiGuNy1CsEWIot5xJ89hw8Z/8A3LKDTqhOYq1eqwwIF+PRXX99nmq/3ViT/wCcFlIIWTEq3yQzZjh8JUACFPHZeFWFevkV9sSWg0DSF4bXZQAjvCOGzieiq148zslvfZbaJ5KuwtOHIRcxzsn6Ssn48QdlmiiGGLN/uvFJ6BALIyAp9ypkOHkvCNjZZC2IQQWNQlxoEFARRzMzSjnb0WbAyvCgwPRUfCrKo1RiaYCYcIZjm43KafxXRxPw8uaze3JF+MbCW9VTBbJWVrRJ5BHxGtHUKMDDA819uxruaJw5aOSczMB5leJ4rBAsAf8AziqFfavy+krdxx6hDCw/xXR3sv8AlRVx4BCMOJ/hRZlh50oObIVdQupbTpsKo6nL5B1+TG8fL4uYzmXw+nwPaVgeBGea5eSx/iMKuR+83mFimLuKOIeErCxQ4+JP2lFjeNEwMk8lieFk84Q6lfDudRsESn7274UE8kwHwcXDmhF/32iqQequJWaapxPCiNCVvBFvhV5qlECx8jkpPdZX25oxY8AoJLpt5J2bepRF3PZH4xbzWUUVT8ww8U7ps5UUeSw/VQURFJ2huVFmEY89rn5acNhaeCzNhYmI78IWaTKnMR5yt57nHzKm48luSPNAZyAo8Yrfxn919TMoErRdcE19p2Am0bBN9mVAPNOKHhRWylwlOGHTyToujE3uuihTyKJYQ6Vw7LUnRVzhxUG63m18lyGyMYdJWfCdA/hshUN80BQzaFvGFXeThEt4JruV/JUAaE1heI8uSNegRaQpdvDLcGynD3QOKE24lGopZoUGoVJghMxBErexpkA9FuHNsk/hqjiXk0UNqeaoN91ypBU8QqkUag5jeMIl2YO4xwVYVQFHyDr8k4mGCVkyDLyX2bAE7K2M1SiGNgFeHk3LwsjhLeSDXsBAssrGgBZWCAsuI0EItYwAG6zNwhP79ZboErfd/wAJ081Daeqw/FFfJB+C3KwiiossAeYVXTs3luwPRXr1+T+JW2UCsrbYfvMPsg4WTD12QApuvJZgq7PN1FlAVTwTnNsqLKbFbpUQqlHgBdTugclDaBHfkDkFXMSqMg8jsdSZ48tjG7GR6qr1Vyhn/wDVPFB/K+ySrIg2cIRyWClhXNx2zLfUrexWKWOlFxDi8r6ZVYC3n9lWSvswQt7+ybiNdI4hGQQz8M32ORmi3R3WGXeqniTsyNJrGZQKMWKY/CEc2rim3QMKA/eYJ6oYPxLGF0al9MSP0rNBhPGC8kupCEKG8qJpvEIGwTiVHdNi3NSGEqD8Oo8F+ZD7PEzH5B1+TQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHLQ5aHKxHX7/1U8Oi5KW7wROQuCq1w9FqA9VR1UW50QBEqPDrzlW+eiyvo/pdREq6stKmCoho/maUdxzHcHtqFveG5v6mmyZPMobJOwXWdihDysoFtm6ocIVNldh4lwVL7HRIaboESjVRk/wqwFJklQIVgh0U8V5rM5QyqIJ+WRsG76LK1oYFLnBVcStKo0Ki8vuXhwWQOsomAFkLxCg7IpvBANF1AbPks7JzXi0LM64sq0/wF9lXzddT4YWh3PUt7DIWbAdT9LlYoQd5Q+P5fNUcMOPwrh501JrnubHIFTMqktQG9HMlank8crlm8TE+Qdfy31VqhUZVTmFVdQxordS6kc1lIaJ8lu5vQrdxAf5lvYM9F9Eqyso+SVIW9q/vsuAVuZXf9yLcXPhEcWvUYoz4fmf8r7HFcJrBQl1fMQmTHH/CouqpwRANV0QHdTZ1lJts3+yAbZby+zqq7ZmAERcLQ5VhvRSZd1K3QB021VCoKYZ4JxNrrM5ZW2+SjStK3nAISSVp7qGiNk/L5rz8lddfmxWh3FUV1UoLdeqPQMonDJCPiME8+KnDwwOinwpJ4lb7eC/T1XBUylafdUBPusxwz2WlzORU5XeRhHxGuC+yH/KnM0cpTd2TyUNkU4qJkIS2P8/IOv5bkJhfUcqYhC+qY/lX1D2U+KQs3imizB57Kcx7I757KPERb4vstX/1X/C1EKmM7sq/EHspGO7svqu7L6xHotz4k9lXHn/tXP0WdmIWnyCl7yX/AKoUZjC1EoVKG+RC+oeyH2p7KuMVIxT2Ws9l9Q9l9Qqrz2UnEPkta1lfUKGZ633nqo8V3ZfVPZbrj2VXwqYi1layoGItZVHFR4h7L6p7L6ruyaM53Vlzkei+qey+q7svrO7KrnHqqP8AZfUPZayo8Q18kAXGq1lalrWsquJCo+VqK1Kj1qVHFalqK1FaitRWpF/iOE+SpiHsvqu7L6h7L6ruyo9wV3StblOZyo963cRVcTylbr+6urrUtS1FQSoD6dFAdA6Kjyo8Q9YWslXIUAwt5ynOfkHX8yqnC9Lwhn5UTMxOVPRyn0IUmhhDe3lV0OlPM2XPzVOSAxDuxwTQSYlQbIxvUuFQ3CbOmFefuDWKJuQy7yTZJy8UAJjmVm/SVJ/EVXg5VJyRRYYJKvKb1RzWb7p38qbU1GxsIZjTjCME5ZoiKwgG73omxxXlNUayPuSM3pC5UTM5OWE3w/dN5zVPDeSHhkk8UN6q5pkJuY04wqE5Zoo4IBu96JpC8pRrI/cIN03PyX/enNkxCZmJRyzllOh1EN7uh96Ov+h4PL9xHX/SAdfy2StS1LUtS1LUtSOR8xdakcuKKXVMQK6urq+26urq6urrUrrUtSq4LWFrC1hawta1hawtYVcUL6zVrC1hawtYWsLWFrC1hawtYWsLWFrC1hawtYWsKrwtYWpalqV1dXWoLUtS1LWFrC1hfUC+oF9QL6gWsLWF9QL6gX1QvqhfVC+qF9UK/wC/jr+auDjBnkoZDgeEWTi25QpIWgt7ISCC1GHUnkg81+9b6/IPM7KqkISomFLXZlGI1VMKn37enzX2OdnOZtoVMM91ob3Vci1b3JU+/b0/fx1/NKXRfjiOSxaTHyBnEouME9EPEx3hsUDXKfGxXN/S5yYytb1mn3bep+QDjsnFtYeScGvEr6lFTE7hfhKh+GD6yqBzF9niFb9IHJTlp5KR943p8kxJ5IHnwUugnkoyljfJNa3mj12FYZaJKk9tgDbNufvW9NtPnJ8lvmSP3QdfkLS8yP4Sg4WO0Z5qYTmtNW3/ACwNY3jKxRiUJ81ZDMYMrEdw4Jh4kJwYalNxTinpswn8DT7sddpchUZ42O4iPdAtI6KHMKrTqqTkFoWK5zQ4gChUnMCGySChU5VZXK3KhR+L7tnT5M726bKRRB/NTxQLr8F67Kpx8oCrUypgj75vTY44ZEDgU0kQ432S5wGyG3Uy010rI5m8L+SfBrCDXOAK3XA7SUXP5/fjr8mP4eJhNHiHWmM8UgFlcpWM7x3/AGR3arCBdiZjhzDDCwiXGfFhfFTieHvDeQrP5HJt80voEGwS0jUEd7dHFE4cp2c7/BZsX3RbhOysF4UtkvaeJW80d1lawQqyE3xKxVeSqFuuH3A2ltlXlVbhpylAZMomqjZUKlFQosdmgqOPntg3bwTvEoZosrr/AN/umdNlFBuiw0lVdmDrbAF0XVN8Q3NkMgiCiMxHRSzTzVT7rWvqqHOmVQz903ps3edUNhDCSf4kCXGEfIozwKJa2HcXJz2l2aEXNdQhYj8gHKViA3bsxCLwmg7L/ejr8knCbJQIaAQICcMoh1/NCcMbtllyCJlOlg3r/kkOs4wm5XxlsJunim7dYjMTKXCJqnYUVaNgw8U73WyaGPyD+6LfwGyKkV6rNlElPy0VHHusrlOGYVpHMIMcN4H2T/DdECimoZzcF9o4tj9KfnrhjS48fnb8j1AlBr3PPllVfmqFSR0W7DkcwyOKa8eq6KZCnMOkq+XyKgOHzM6bI2tHknc1eCiA5AmUwzvSjBQA4rKAICja08kW7ZdRRYbLqNoPlsd0VZgiigiOUrPkl/6uSPk6JXFGTlCOWSyUQSMthCxQKEBMw3ZYdJqnveWuJMmqjPNOCDWMdEoNaMoah4+Nq4LFax0mL8kPDzRFRdfaYYR3ICIAqiL9VvXB+cdfkzUhE0QlSIhGrdgt6KRFVFLImlFcDqqXRnkgnQOKrFVmohMVUyI5IxCbFFKrCu3ojWn7ifIynZTwpCfkc/kfNOxWPObipYTmN1Ln3Re5+8ea8N/oi0+iLTcbTmIBX1AvsyCpAUGy8XD9VIJot55PrsdBmqgkAKcwK+yFfNAgBHDxIB4InkgR8jkAJv3WXM7v90TG8FldVjhRAp2Q7sqSU54s1UUhzgOqdndx4q42t6bJ252uW86iklCLGuyqMIOIupshs/hQXooY3MgeJWXlsrcfKB8lTvDksmQAG6xA23HspBH+6BJ7i6Izbvkr0To4mqac5a0UQbmc9xROW3NbpgJsyHV/yoMFZvZbrQAqhFo67X/OOvyRNNg8lQ0VDsv7Kh9lKPmqFXqjPJDesj5lVKhDyV6IoVsroKhopn9xdlWYOrxCbiYb8riE8zTj5ovpJot5sngoyb3CVPEI5dRRLqnzVGiiiC0bJczMVOWBsso/CUW7LrLMHmFLnGUMpJUEOKytZuCyztoQjW6GYyfkP8ylv6gvFJt92/4XG9PJQ9Aj8SdWDyTsguU6LEVTWcAnCSsrHZTCaTiS3iJ2N6fK5rOAQm6dyWYnyUQtKjKhHLZUqJvscobc0QUiydHNb90HtspVlPyBp1GwW7uNUGhia7MXoEXEpj70hSBCEc06XbqLcJpfCAdgw+6loaGnmvB8ThJhbxc71U5RK3dttr/nHX8tPVENPFQ4mifDoQb280REkK8rz2EupNlLXKrSR0WZkCL7BMl3CFEGp47JciHYQK+y3XfpWbGty5onSCbKhotyh4VVb8fk9dvoiXDSb81S10SiAZj7rC+KFwd5MLeAmVmNk3IPVNra4TpdvFponvKINKSsGHTJV0E3ptuEUXZj0USFla1S2ZVV9riU6qJp5IBoiFMoZlmzD1XmnJx4hAkpw5FFW2Bs73I/NPk3+6qswuoiOicBMRwXkGqCaAUUFCWm2x1HEkLDlpaZA9FAssTEpyRh09FphElqlttg2np846/lp/mCgKoUOdlCAmYFCFfmt3nUBeaAlHg0LlyW+4gjkozB7VmaMreikKuL3QmPReSBF0C1xzcVWqlG3qqobpBWbmr0X/KweWYyr7LqMknis5Q8KRHJAiZUOBltipdmUYgsF9n7haZ9FUD1Tq8IQElAvMAJwFWIAog8U2qcY35p5L8Posnmpc4tEXCZlcXNBETtaQZpsl6kYZWQMMyt50Ku8oaArlapVlvKAQomSrFRcFZhI6LKSrNC+p2X83NPHntoVDgHKDunYXFNbzE9E4z+IBGKqqqQjEAmlVAykSoxHAE1WcmRNSmhb59E52Oc0GyBoPwzC3d/on5Ja0mYVRTqpzcNJQdmb0WawUmeSafPb6IrK+34T+ZbwkSm5aIzatVwQY1YleambbJ8kO6qpAoh+Er7SwWZlQoc1Zm9lUiqquvArLzsiDwTuKFOCisngqgjLTqpivBZYlAkTB4q20llxVB3By3R90BwJQaxGBR1ZQDeATRcpwbZ11OWq0laSszgRG1o8tjKI4baRxC1FSrKqiKrdB20ajmICzFytCO85Zc63sWiaQ/N0QmkI0+aBUJoJiYlDwjBIqmt43RFoNgoPBSt4yAg9ooFajblOl4iKIkuggcVnF1qK1KIUBcAocIKHldDK0tBuQhHdMNMoUSNjUeiFYaKoSa/mPqncFz6IA1ATCDWYKdWMyixGwxyQjknLLRBpsfxKDZFpsRZSEATCzc1db3BTmEBQ56dlBIWp0KjvZNY50g8FV3opbBM3QoL8FZVQ4I+ac1gktomlwqrfcwYW62vk5ZfAfPNQQRs0KDu+i+s3svrBfWX1CpzEptJoohZ+Q2dFAut4qostEKQ1WRouAUiB5rXKxHkdNoDrhUEHyQzRJTtlPlw6aY/ssQ8lFgsR/HNRU4qHOC38QwiWy4caqh/FZFgs1ELSrRRTuoF1wjiHhZBxJpVZXi+krzCytPoVbfsnYZgPTcvZUNfNMzFOGcWVbA1Cmu9b8xpzU8fNUvVUcTsa3PZFx2GqbNyE5vBAwIC3RIWaSQgpUOCb7KfkhoaERmpyV03qocEaVF1Ufi21bKPJZhNVI+enFSLlbzZdzJU5mAqjvVayV9qMzvJfSK+zwR6rktRX4itL1GZwW84lvFNzRZZv7ItcBXYJ0lSVARhqyBuVASBPkgM5WpyaDaFYSsmCBmPJZR6rhs4KYbPmuHZEuvsuPlLSLQsSOKJkABcSbqd6F+NboJhaFQKnFE7pb5NW6Y6LecSr7HDjKjyTSPwoOpvBM5mkoh/GxVb5rq6gvh3mo7nZW80VxBt+Y348VH9kYAk8tkCUcoVtgohxIpXggao0BRblUCx2BV4KLKvy+aohmFEN7gnZZC57yjbu0KDcTeUD5d54HqqS4+QW7guEcU3KZg7PpoyKlOcszqonKaea+nKOXDaPRXAX1F9Q9kcsqbTaUyf0K5Uhyq0EoEMyulAvBUeHFZot1glSGiecKY9YUjioExssqKpVwrbK9lyKqZVKKp7KMi490Y481AjsnxW39lMEKoKqFQBWEqDVEgeqg7RIQOQdlGUDojlJKrYqqAGooN/SITORcUQd4QixxvxVKq0qttlSIuFVw7/AJl/5RF01UlUpRVCk8+SjuqUPBFh/FUbK8ETFCVS20i65fIFKHFV3VkFHcwoleRQHEH5KuHdUMq49VXEaoYC5fZYMeZX2uNlHkt4ly3WN2VYFQLSFOGKhFppKhboICq73VyuMrguCv7KonqsOR+FWVFVUFFZeWy63nKFZVWklSQAFbuic/psIapNTshtyj5KBdX2GLFRzTvTbHyUUFcxtrQq6tsg1COVteewTpiq4wVxjYcxlDyUkVQNpVPzGnNRpFludIUgySqCyGWSqAyqreFeqBaRIsgQYIuOSyirygJoqry2DeUyoK/tCrTqt0jqUSZ9FIG5xQnhyQmkUlasoFzzQDpFZHGiHXYMhiqq47KEoZhiEIUPqt1o2R9xvNlbohWVWx8+GSfwq4219lcrT6lcApdLit3Cjqt9/ZUlyBhreqnxJUuKAaFQDKoqjkieSkqqtCMUUmvCUOa5KP8AKsnU+Xp8lFBC3gNlHK6g1VlVSKotvKE2+bgqj8xylXKgOeOikFwV3KJeB5FA79PNS9+JK3cTEVH4nsteJ3Q+0xJKnPidwteJ3C+pi9x/sq4uN/56Kj8TqteL7LXieyytxH1U5nnyonQ/FHA1UDExe6gl59VretT1qeequ7osgLouruW8546L6mL3Cl2Y9Vuf2VyrlXKuVcqQ5yuVdymSpBKuVcq5XFVcQqOJU1VyrlXKuVcoFz3iORU58XuF9TF7ha8T2X1MXuteIteJ7LexMSVu4uIo8TE60WvE7r6mJ3C14iri4vcLK7EeqF3stb1v4j+6lmJieyzTiH1Wp6q/EPZfUxPZa8TuFAc9fUxO614ndNiae6Ly54J5LXid19TF7ha8XuteJ3WvE9lrxPZasT2WvE9lrxO4VX4kdVTEeteJ7LXieyAz4tei14nda8TuFrxFqeteJ3WvE9lrxPZa8TuvqYvt/stWJ7L6mL3C14nda8Tv+cFBRHBMzzlhNMGE7MDP4UM/6VzTIom5jLeKdE5eCjggGyR5hNIoZTuv3Y6oy4u9EZnMjkabIjgQpI0hRwIVjfeTsk5YTVaEG8U0j1TiLpuQFCsO6ITKMiRN08cEc3oh93J5JzmCKIZQY/EiWiDwCv1op4o0hOh0V5J2ac3Bb/6UDUKopN08cJRzen7lRDKPZTHFPDUMgKFd7onGoKNPX/5RCn/9GZcVq9lq9lq9lq9lq9lq9lr9lq9lq9lq9lq9lOZavZavZa/Za/Za/Za/ZavZavZar0sozKA6qiUd+3kvqexVcT2Wv2VH+yMPt5L6nshL/ZUxPZTnP9JUl/sqv9ivqexX1PYqPEr0Kq72UHF9ivq+xVcT2U+JTopzn+kr6nspz06L6nsVOahV1dXV1dX9lf2V1dX9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9lBfXooDvZX9ldXV/ZavZbr/ZavZavZavZavZavZavZavZavZavZX9lq9lq9lq9lq9lq9lq9lq9lq9lq9lq9vzHM+yoXH0VTl6qjgdtKlVPp90NllQbIUwpsrKllW6bB4n/CdM2FVIklZgZcJT8R+maKJKdn1WuobiGOisVvYYVWU6oF3ijovs3ua3zam5XuK4U5ouNuCsFJErebHmszgTwCGZqPACwURNUKUXAeUK8eaIrKBTPX98cp23KuVBKoSo3nL6ZVMJfSUNwWepUHCahj+KZP4GFUzepUFzgV4jsW34Y+SyqFxV9t/zH12yDCofUrK51PJEF4EIuwy3d/Upc4r6hV5UyOysqSuOyZV/kPHZGw7WkmKleGDuui6A/HEyE6HOCGYGEFp9VU1WUNBXEphz6ijJmOPNOLcsefBMmTWvRbrac1na7M3iW8EEEDmoKoCyET/urVNypnL0VDXzXNSQJCk3QEUTQDIr++E89r84lomyP2DnxxlV+Ff3X7PiIxhvafNVsjDenZNy2mJ57CVUI4nAWRi6/jC3VZaVZWQ2XVtkQT0/MfVSt49lQKqtROE0Uxw2SRQ2QlDLxTaUmtUMoVRPoqbeKop4rio2QFC31/wmZjxPDosw5rCLYMthQQZjgvEzunp/ypmiPKylWhcB1TYE5alFFhEQ5NceLohYn8qzMcQVGKMjv1t/2WYAOZ+oOopGUtj9QQJw3EHkJWd9DyKvRbgmqBiCpuVmPBNaaQpktAom/vh2vLeDk3EFKVV9mHheqcBdS0DhQUTWco4KqMctjOmwHg+hRZmvspdWVdltlAT6Leaey/4/MfVX9FQI8EHZjNKouOI5w80T5NVItsy8W1QlWsVGIHD/AAsoCkmAqRC4SszjA8lRUNtt1QhWVpWmqB80zM8ip/wiIJdzWHiCam6MWAf/ALqrYbF1XuiM3sozR6KQZVRCxHB0ECFumicLZU10cqBfai9FDRHlOycMkLfwizE/U2ypHkqOIPVR4pHqv2jEX1ZbyW8G15AIAAdm/wCynMb8FkbXjJTPnqspc3ut1wVVrUsdP7gaBWCc4ASAq/iKuqbpXPzRe9mfyKzMsUHBlkc85v7KVRBMw3zOynWibEVquC4KkKuXurhXWZongoyu7qA33CO5HqPzGAvtMrRzTgKs5pzOybTkqDiEQbqlUAXVPCEJPXgtw2W9QhRPDgoqFxUEgdVNx5LorEeamEd5Q1b1VyVL7LwhUoBxiJWYuaVE8eyPhihserUMF2JA/ug1/wAUQv2lzvJan91u4jo5GqIBY70RY5sGdScMXHaLGn/nknAF3iEQt5thQprLiZU/IwtO7eFYSjsFU2k1WUkKgc5aW5U0+Z+WjXdlBPssMM1FZ3Pg8kT+FQsvBZ8xEOhbtVXZVTKmCqMKiF+EfO6BZQ4KMEXNZ5LxA4GEHc1eFK+1Y16nCxcnkQtJLRxaV5/I3qoojZBraGDcWQb4ja2UOyu6p4OG2QsuTDnoiHgAZUS0THBA4bSN6E5Sbr7S35lJJd5FaTlRJaa81lOYkcFlY0NEreAWgKQLIOdxTpZ5IljXE8pWcXF5VGA+qo2FvFpA4KWQDxAQeRfguSNIQbFCvNXkry6KYvaVRUHdZSmzz5qTZQ1tPNRw5LSrBclQnZupk87jgs4dmZIAy8ZTmtzarQngAkCQt7d91efRcFwQzRRAACi/CPRZcMgz5Ih5iPJQDa08VmkkoPNBGVRpaoDDB4QhHM7f+1NLXUPFH+YquIzumPYeF+Cb1WUeqhTzMJwgmXlZvDf/AHQJB9QnSm0WS4uiyL1CkfibzTbWQOYbo5pzRw+Z4rsNZXpVZXGg0oMnI3y4rK0yQt7dKljgV/kLfYHei+zxC08nKThyObaqiLnCodRVctwGvNNLNXkmta455Q8Vxni6U/Jiz/FF14gcbp3ROM7yPLPwRlxjiIX1v/qgf+o/+v5jaUSAfJTnKlggojMT5qhITXT9nz4qMPEbe2VbzwOq+sxFwx8KOW8o/EOC32rNgOkcuKiMuxzoEkIc1UhsKjwqtXT+JUFfMqhY31QMiOq4Rss48KIZqOk5ZRbmb2Vcq0j+tVHuqB59FJBHkhJibTs3it0SszoG9Jr/AOclidSviYsF/wBnDrsKpdWk80OcKXmByWQVQnps4zyU3JNl9pBf0lT/AGahG0kCSWrKGqG7o5Qi0uB9EHEgcOic5zpEUopYb0Wr2TsTMBlqKXU5ZdJMIuMt6FRiXUiJKGUTzU+IWH9Jqh4hMhfTZ2U0p5LM91+EIGboCPlOYKydsyzXgo4omKG9Fy8ynNoXSobvOUGWnzUiqovtMNriOYXiMsTpVNgMEIZqxxQG8BxAEysv4eglb1RNoReQJK/EPdZppmR2CbfmgaTWVmZdX2T/AAqXGVvGFxKzYboKy4lHbJffyVAoNkS4geZWUER5CNlyo4bW5ZCqT5oCaJrePJYdZqbp3VSjM9ldU5IEPIE1TwHh0GlFpDSbqYcSpIyo+FObyKB8ImRCfOHkkXQL7Qvw+pRFfJVQCzlUENUoCUDuyeJW9idlJxDACGTEzCLhDfHmgHETtMGYoFOS3MpggzKdnPGKLJD+sqHnE3TEEotrHCVwCa1q8FnqdgB7obyMcG0RrwXVS1QP7oFzwUByQyq5hTO07GF9WTvLDbhsqSOaIOBd0QTZE8QYUOPpK3G5Gn3VdllIK3qqLFZDxRdlzDj5LJEBQs0jLxCgNvwcjnwGFH/2op5rKfh3AeRUZMaeqBwSQ3N+JfWw19bDVcUT+ZhrfxTVZuGymzE6KTbZPAIEkK1eaAc6XbDmstxs+ZUvcdpPyXo3guNTsbWhWFPN39gj1XNZYChP6KiiVc7Gt5lbmJlA4QhLig3Mc0rwsG4uVDnOHqiwmXNq1QdkNcqh3oVmJzAcrhQaHyRzQ53mor0csTDzcU1rpAN0N4uBTaWGypRrSVrQIM0RbG1pcpDOtUHMYO+zUJUFRNFdZm1yrOcPsUDJYeM8fkgHggIrF1BupnYdkFA1HRfVf3WRk5jUlSareW8JBW4YVW05jaxylpBIWaKGhWdujy4KYTeINLKQnYgG81Zab42OPLkh/wDkR2SOf5m08QU7DihC/wArdOwoNAWVzSTxK3TQ2VTsDiS6E1zbOVTdRtuFT5HN5rLK5wp7SmyYqbDopzmeK3X9wqZXdFo9wneI13oqZuymqhaXf0olwfAH6St2s+UIbhPQhGBJvBUknnXgqosNHQVWphBOzNmqBY4hVbUcRxXFBzpqpz5wnnzCGYLS5DLGyDYo7zlV7lOcqWk7IXGnJSJblumuzEyhOwFb0T0X4eygR2UTXopVo6LXTkdjygfVTCrQKT/4UVdFRzUlGBPVWhXPotwbqymZ2bza8wvsnSPNHxGkQvGDiByKg1BW8tPstPsrFeRuvs20CkiJThG9mTahu9WVu4mH3VINf1BcP6vzKhJTcwjeWewRossC36VMbG7GTwU8Vve6sgy/HZIsfuJTXTQrLczZDyTHCwJlEl0r8KqEBlv5rRA6q3upj3TTYBS0ymPaZZG80hbpbly2AF0cpUTUoVQ4+aDqQQjJmCp5LMDxsoLZRgqaxayEcDUJtOqgGeKzUiVvO6FN2bwBUgkhb5cspxXBvOFOH8V/U9fVPo5fVd3X1X/1IjOQP7rKTQcEDsDeSrbyQLDLTxW86fRENdHomvFiK7XHkNmSaKu12wouWRtgnE1IQ5oGVDoI81+n0UtLieq3oXLquBCcyaE2Rw5qFiOad7/lX9lBcewWXP7BfaallIGq6aPNV0q3FNIzKzrrh2/MfVWR/hMoV9NkQPVASKKGQmuVwo4BbuwYjgS5cO2zzFvuchsVmlcUKxUo5mieYotwlRsqZVKKtdlFUyPNb26tXZTG7wKe6/BPZ5SsJ4TnTco5AhwKB1KS3LvinKoRgXuhmNZohWyvsiyaQo3gVoV46LWVqOyg22R4eeyJW7UrSO6+kV9Jy+k5EOwnZUDlMwqkt/lUuLz1KpMdUIE9Vp2u2Hgtw12WoVeibAlvNBwaVvSTHSF9nmI5rearr7N8yt+FmFVv4JPML6BX7L7qnwvuqfDDuv2Zi/ZsNR/0+GFlcAFPP8znzVQEStwgqYVgrDZWyyk7OOxrSd0KVWPVcPRRw+agVwhLsrvNZcTd81mB7JuUHUa8rKhd6r8VP7Ixtvs3BKlzaLiq7NXGyH8zh3QzdEy9AhmACnO0DjROAG6rwU5pxJLgswBDuMpgiRdWAIqFUQYQOfK3pdWilExZi90r6nsqEFfh7rWFrMr6gjoq5TPFbrp9FwUHCJVWFclH4vmtt5K/yOVNnRZnXUfIZA9UM0Cqmh8wpbWVBAKIEAKqouTv7qD85E3XFavzH1X/AAo/yuCjZKsoAV/RW9ZVQoLVZaiqgdlIaAUDxapUiCoMwLkI+Hv+tkBiNBnyRfhHP5KHAsdzyrK8McOBlRLjHDZhzM5j/hb4vyVnkBSLefyS6aW6qjhvLel/BUaG05LevzVlRlVmLc7HXCtHJEegRkAnmaJ8OZHLMvEa7NwMcFceqHAWpxTpsieyqjlGbdCGbDZJPBVaI6FNzKyt8tlb5eauue264Kny0VbrknLgqkIotv0UEZeqqZ6LMHR1WSfXgiS5b9MMcFF/JqGVj1VUn5N4AhSGrStIVmlVYOyodlqqv5j6qyso49FdV9NllFjs89lVYKooqUQ/shevNZ8hnkswHQINLC3pxQyvI6qXMbJ5BbrQCq2Cur7GjzP+FqVRPVea5q2zKDC3jPotXtZGTXyCufVeahzqKiqeynMSp/uUBTug0n0zKracN5fSEDkaqPD91PhM6KmFh9hRHdZ1VA3up+znomzf7nntpst8lCpHyV202OOzzUwswkHopMn0UNa5vPioIc72Wao9FlDSCpq4WiFQOaOiygF3nCkwFqCpCiB3WlfTKyjD7rQ1agF9QL63VfUnyUucVefVUA/MchMLWVrKg4rlHiOX1D2VXlR4xU+I5ayhvmT5L6jl9QrWey+oUAXmvktRR+0PZfVcPRSMV3ZfVPZfVcvrE+i1nsvqHstZWsr6jllzmnkvqHsq4zuyriu7L6ruy+s7svquX1Xdl9RypjFVcStRWXj0Rr7Ifa+y1+y1lVcSpa41VHFaytRlXcrlcVZWVCqusrrUtRWorUVqWpalq9lV6kPWsrWVrK1lavZaytZWsrWey1nstZVHlaytZVXk+i1lZvEPZfUPZT4jl9Ry1lfUK1lfUPZVxYQaMQ9kN49lXEPZScUr6tvJaz2Wsr6rlrK+oey+oZCo89lrPZR4hWsr6p7L6h7LX7L6h7fnDhm9IQmlEzOTlhMyed0Oc1TgybJvhkzxQ3t5M6q58SUTYyjnJ8k39KZvUJV58vvymzGXmnZyZ/CvtZstz9Kon9E41lNy8lUuzpubQudf3Oc0Hom5qN8k3KTEoxSFvkxCGbSm71MyvPl+5kh1fMIZRBypmVVJzKqcL0vCbBpxVHbsp0OohVTHohFf8f8Az/N+7VQnisqiQokIzSDCqQrhQSFUhDzVx/oqT6VQlukqclwhQ3UFk1usTdrwW8PwrTWUZBMoyKQm7tit1vf/AFaurq6urq6urq6urq6urq6urq6urq6urq6urq+y6urq6urq6urq6urq6urq6urq6urq6urq6ur7Lq6urq6urq6urq6urq6urq6urq6urq6urq6vsurq6urq6urq6urq6urq6urq6urq6urq6urq/wCYf//EAC0QAQACAgEEAAYBBQEBAQEAAAEAESExQVFhcYEQkaGx0fDBIEBQ4fEwcGCA/9oACAEBAAE/If8A+QWJ4i0AN8TCQ3NjA0TkgVSlcMG2nYYNp9VMKK0zogl++X4OgUSgeCO4RoF8XK8AvRhMtEUCAwMI9blFz5lZQVKNQwmfERCDiKhLYGuw7DMGKt1GqIBdP4WRIYjElpESFkNwKhoL4jlIELI3ALmg9dwRQBZOSfFyjAPNMR2KcwDuE0DYxU4Y8jEat6ZkFiWJV/A0BTKUq1xKMwVUqJepkw30il3jUNQIwUdEeitiHQQz2COUqhN2uickKXF/+f8ApZv8z+eDPdaSiafSL2lS/wBh6y0NHebfMBAWMwHWT4IfbcwhWdfh++Xedq27lYNxxebiPIR+QTVh16iz0NwR0HwH1eXE+aSDk6StGJczU+lf6KjRNhzKQhdoEF3UTiNI/GU+8nfLvOxS9y8HMRP+c+imr4ro8Ph9rK04PTHiH9M+5Ppp9fAe4S80frLYOWobqoYhzjEo3ZWpvH1ODn/5/vqRZx5igEpN/KJtveDhVI5Q23iDiFwFS6ZdRL7xhudRn3s+k+FzAb6QxtMVmUOY47/L4WFLHf3lbXhNk+h+MvVJXSPMVhbj0ZUsdzUNRZSxHMVTdZn1ECr46Ry6V7/AU/gQzexmfeTMBvpBYzNTV5J0DfWfRzV8VOzw/Cl3SocMq7lcPuZQdlv4jPr59HOtb6TymIN+EuWIAcisx5bfeOXDo/yX2f8AjlNBgNColzs/lEspn/KgOQX4irkfKA6B8QmwLiCUwAoCp/yp/wAqaQHwqbpc0AYAFHw0gfBBKS5/yopYCOszIUAt+uIg7IFoEc4ZoATSB8NAHz8EspgBQAT/AJUB0flM2C+vw0AEBMLIAFHwVbQvif8AKl3CIO4HofDiF9YllM0AJoAiCUwAUFQHZc0AEq9ynh8v8n9n/wDIPs/8bT0U6/8A7ClKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlKUpSlJBRR8fs/wCwdXOKlUJz/wDD/s//AGtIvaGK6R9xDsIsd3D3jehGtI6qvh3/APDn2f8A7Z54c/iDb7f7EoOqOUjhpJZSMK8uv/w77P8A9VErRSL13FnF0Hy+JAqi9OzGcgqv/wCG/Z/1DhQWxeYWlIIE0LZEb7dLigo+Gal6710xD6sgGeRMiZXEdtEAoNSVOFPGVE81VWYKTpIG44Hca0QGAdletAl+xcpf9vI7f5REQcHacYo+n/wX7P8Aq/XdID+l+TaXbWfVG2zLCS5MowH69/8AZfn73CZkL+qwUfbmSB9usC9ysD7WCweHGcebHCDkDB0n7jqzS/Feo2wY+DgXEzHnEaPN+LUr8WAaYp/Nf9k8VPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9JtWJ6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npM3xPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9IWOJ6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npDR8fs/6v13SO8cwKZggofSWERUdENrN/xo2py2/row1KIfJEd56Zgrg5+yZ1cQQV06a6wx6Oo2IE/OFmKUfnAovP8jKWhUREKq/9dvg77T7R0/Wo4oyVQCFH8X9kSLRPwJO59J3/AKTvRZn6J+on6CWczvTuTLuIrakcCmyydlO7O5BufmTvRDmfsILzO5P2Ev5iJlgv+k785tHtPDuyYGsj2n7Rn6yfvJ+8n7Bn7iYfwn6ifuJ+gn6ifsJ+wn7D4Tuzv/SfoJ3fp8Ej/pOgvzT9RBC9PER/1j3JrDP2KfsU/Qp+hT9Sn6lP3DP3DP3KfuU/Up+pT9Kn6FP2DP2qftGftGftU/ep+8Z+8Z+8Z+tT9Yz9ZP1kQZ53T96n71P2qftU/ap+1T9qn7VP2qftU/ap+1T9qn7lP2qftU/SpXv6kE1b2n71P3qfvU/Up+tz9Sn6lP1KaPHx+z/qJrA0ZFktGqIYqpena9mZZlX1fKLN3armb9FLRKft2miWRDvehkKCjgilK0cPgkZCpuBNUfMdlsDYm/INoTAaba1X4lD9jLc4PQn8OvMCyNwQrYVv7L7818of1DXDvnjK3VtTEFW1ykPyJk/iZAlu9neCpwb8Mq+3z/MyiHn8Ku0OW5Te/nLR6ln9MGCdLjmVOGCb27ENaJ4tyoL8hHCInUj8V6a3Eaeq6hIsRO0avEbuF9oPKxu7E5Rj1xnhgHEYNCcpfdkD+YWblxylLVhYKvZUNkHaBdp3ooiqALqYqVKlSpUqVKlSpUqKAhbRKlSpXwCVKlSpr48wp1/Q6lSpUqV8K+NfGpXxQwmuYLuoVx/TXxqaPj9n/Wzg2L0NfiGrqgz0ZqUmBRiWrQduiWgVt9YlP6SqMAVuZuXNm/YRcYTK76EdcGHGhjdyluCKC8HYQYrld8IJPMVUrbCLrtIaptj5EAL679aFcUPEzTkPecy04512k0x+W1/svvzlD4nXxdbNXHbGiLb8R7fI6ZRAb9otb5Pp2gN5k66JTjvCmWx1LFZjnW03+G3+jYSDFufMb6RTJDT9CBEep1EoKCy+E23sJo03ek4mkt/EzgHRpuYozQfwn8+FOpzqLo3CKfINktG8QASW5MO6dCHc2Sn53E5J9LxvhqV0gDo93mXMyogG6vDBt9LgHma/7gKxU+3KlSpUqVKlSoEqVGReiIJm08MqBRgy+I5kXRL9n3KrwFdZQbovMr4WIohmjTCzANFUKSxv+p1K/pqVKlSpXwYkTet7/DkFSv6BUqOw64mj4/Z/1d9ioLzGDNuXuoi2xLPuMKLAeWYePz5QA9OJpGo9pR+3qg6naMFwDlsHsPzB5VpvrZWaFfyi4cL0pTKmOmCtzQTN1pNekyTE7SvETDTvoQHalOodwXUd+cteTv0BELKgqqYqhwrv+y+9N34AC6hqcRuUuZlIqbK+c+gRm33uAWei5QRLXfVmBfM1wt9xwaVxAoxfBUCwgC9NS7kPibKlktjZSniK0fhvjs+Jz8S+58WVTs3AUrLRwQHcOSYgF9PzggRdN3zI0d+OD5k+kxLihbtqWXVgsY6Rwevml3GxR9GOnmELFxMkt2ic2Ed7nqZ0vW+Vt/Yn2hIJyelymU4mNRSN3DpADY8imNMM2agOOMwFB84Ox4lOkGPGVKlSpUqVKlf0Uq0URojHSybhvdtdy1g3DBcF1ma0O6vSYQ4XchC0PwLBeDrApbVtv6TY/VnFFWRVOsHhySv6nUqVKlSpUqVKlSppSHEXG7F9SNHk48kP6r+MZLUcipqrn93NHj4/Z/1KofRmX292GJRDfWXAyR6y5oQIoaliKqiiyUwL3RNxQBsqZmHiCiiwm3qAS53O3eLidg2IlOB9ZUDUCEvJjSwyjwuCxiKPIcExMBPaZitnj1TyZQYlH0VYxMsI8D+y+/BlKh3S7/hAg2XyS4MhcZ9KhcRs0FD9IQw2XQix21nA7ZiZIE5PrLdGDlCUMgGamIbahUlpLAbbuD1nCUOspKSAMU4+G2On9Q33PhSFcLXgil2xJcvYOoidNzMgwTxONzFvMyPN94PavdfOJ3wZwhdKroZmM2nNyIyO9VnMtvMR/KJrbQqAEWC9CD5ttRghEl7tZnqoRm0g7yIINsEcpgyBm+IXBqjEJLTEtgCG7Yx1GWHmPTkS7+QYjydv/UEdO6dOs2cXeHSC2dfAoQQEtwkIBAqx4ju3ZSAQSgyaGElAja1mxdwzTVOYDrofBgRXcfb6XF1Z7jlALDO/SJm66/01K/oUF1j463dPqhUsMtKhtbb8f0V8aDTS1V1iCrfuho8fH7P+pMq7Gxn6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4n6F/E/Qv4iBc2D/ZG4VMNT7oGB4PkmE2S0TIolU4IK4HHeDzL7zIc4F3FANFal0dZK5S0OtBxBl1lMaZg8y9C/CQtarlg4rGDy7UKchcXNyybI6TX4Hxr73wqEtZcy09mc3CLwWQiqRyQ/B2HMfLrp4RHZa6XuYK3TcRw0Q23zzBND7o6hcFNPzBsu4dyy9LCsb3NguYYg+IjYathq417hwXFQUW5CCRQNQUqhsNouZLUAGWMMQq5iGZ85l3Ncyk4PzgDabr5/wBFy5cuXLly49esORppwv5oY/MHyQzBGFATEjJupqvcOZheoS9liSKJpHU6kgFChxKw6SUBQ/0vwC6bJXCUJXKUGDNvWapLsTIrMaXGe09+SPbC+HiKPQihge47KsCZAekGsnonU9WI+4s73lpPeXLZHmBPTbIWwoAr0fpKAeDys5grj/ZLjKUv+mplAHvzFrDF8ejzzNHj4/Z/437L4CAojt1mD8QeU6QS+nEeOOFuIGxDrJm4W1MxF8Bqpm4TSbuGwcPEbhLy5hr8LZylcviZgEF8sROvgy2GCF22UuUSo2msXzlthVKRJDZOG2lzufCuxwHXUxJ2EeYMAvmZGc7KePA9ZYKUguBr7KFLm+s5ZpjbsgdozUfJoSPUlc3C8VHqvrd4S6GwmZDZLFim13uauGgHPWWE0m+HmYgFMMCFQUqBotWP1QW5Zz2hQF0WzgWywcn1gLRTH1xK1fWGva2wd2Y7+yHU+k/cQfO/KN2VopdVwlRcOYflMdmjvNO+k0SPM536mScGLkVYuhLigJCLyg/mASU2sdTS3c51PSlgbKiyWfsTS4hQQa3sTtJl9X6Q4O8oKG4OsFkVDbhMGcMogwOOYoe1ZBU+hhBC9EbBauOub5jmK6Bhpb3UilWXVwgqgTqM+gJnB2VOkHMV3blQj13NTtNbIKUNznwjWVVlRrBMyiunghh7Ds0VuACHZ5gHG/gYG7OsWmNtXY5mdve+kYVDYkdodzR4+P2f+NsCApuFxHhhH75qjHuU9Y3M+uZU1a3wPEXhUs/JEgpDKrt2YvTu7+u4UKEzofK3KY6i6f5kb2Lig+fwQcwBVxs8MFDHhLccrD6huL14OktUrqDlNd6RrfcjFQ3n4CBDjPWZcQ6iFRlklwIaNrC30OJBTM6qFNb7MveZ4xrzMNHB9GbeoUsOusMbJq2o1kzAxPNcJDNSm91f1gWY45UV3WimiXDnvCEuFlHWZW8ItocdCYNgeUMFzDiiAirOFJnQySXwwkV4UzIYGPnA4eMK66YjlaP0jCphdwxOBovzDENYS5VXKE9wZczfHwsamkGzhqWtYXK8t7iRgWhleoyCfbn5TkN3hItQvFTzY8lDMi9pUcLmLSfMZWEa4tEQLfEFxIg6FBWp2EOVVGpcXlpLQrZgfMl6dt0DLIM8UWV84jAFkcEd89cwDCpTazOjeYimuvAwyg4PgrGGyJkqeJ6S70OT8GDmQDkwCQ8R1OEnFUVrcVjcNe56tZNQOwF5dPEtF2KowTGVFrXQ+yGUjgWhTw1KtGHWZIcCy6+oCU1is0fxCIy+Kv5mjx8fs/8AGpMGsJkCuGEF2QHvLa48DL8DrDUpe0A5y26uOgzcoyrsCNtRuw/ifNln83OIRo5liXcS1W+WRAOuzaWK7cKILTkj6wjRwMpyL5fzKuoU8sJpCHXn4NIqgHOiFsVhXpSzqXA4ioxrFyk9uYuOKyNrxf1luzLiVj+2BnAXdBnVZxKuyuEJjepkTZDvp6OI1Kf7TX0KMagmD7rRVGhBjVdAl6wdkiqi4ZK0snqXL9CHYnDxj+fir+FHg1ETJa3PEMSiy9pbeVXdfWBgrSXC6XX3MDv2/wADEtRyt3K7zhwlNR6EZOwQQsc48l9ppwdJR3JqlFbvmBFeN4ayS+ug/j8L+DaxW+ZSyioRbTiq7mIeBCsnl9/rKTZAO097l2VPnFpFjk4lPSri5bQleTpZMuh0B3lilvzN7jDagZiQT38yDsVjsWcNcJuk+omVa7rwOtTWODCidtKmMwd48t1eoTbl7woWOTaU+azoPE5kD/Cib5sXeaTrvddUDsVjOj1NHj4/Z/40rYUzUJ6N0qEyeDJZFogjQisoFzBGCOGtMq0PNSX4DG8E2INAPmFigfUQs7bNJnYY1TF4ZoRqYs99Yb4AvKHg5MYnUZ+uLFvqNPvSxbIxvxvd8TI4u0oNNvidBTfMFzDFGutQJqv+mUphgOA8wL4iU4+cz7WpjFaHC5iM5PMMoz+RLu9d0ZwJCZ4xZNi4uJLUblLitcxKJs7dZev2FFIA2JyTBSV6Dce5MFYZyiTuMALOCoE38QFnSKdJjpOu4/n4EviZlgKrD5mPjYG0w+dwyOFPsoItIgczZ9pSGfwnUrzF5V8xhRd0iKodWYMbaQ6EUw3PiZyEdOJszY31lMliS+yoLjsg0X8LlxgW2FwxsuY1XL1hQwKx1xFEwuZ95o+3dW6f0loqDdnJD07iZ6Jz7RYahAZGyVNxtYwRG93PMF85rCGrxzc8QG5TqX0hkwd8dMTLjp4wA4yLGYVV1UWZgDZcMQ4cszmABdmzLrJVFGG+gYurAxDIfFmZkJrrGICCd24bZZsdoT2yNK6Zmj4/Z/40L3plv1CBYA5ly66I37wiuUW1WB4XcnHK67ytYnjeAqdwJ7HU5hOMH/pRgkXRvEtCGgJ3hI7Mxt2Dv5xehTn48Tp8s0PnDntrBYG8r1+sDjgXVTq/VImPWlo3BPDKuvZhkuICS9TiVOavJ9TqJ3TBd3ibQsmyJ0+6YsS0ItzW0lollYufrKsFtmBrokLkD5J+3NtvBBfPH1hZQvUKsjpmDhp/D3NCFWHKMWAIEaayZLaFSA0/eItqmsrP1hsBe7cb4KqoJila4SrdmHZli+v+prlhXuAgV44j1eVBYjr0NdZaOSyRMaRUHYGIeZatm9stx8zZC/nNEriLi0GynsgZyNXAFFVdJcArYqUkBdXMztBrLRvOkuA6kGpAGB9HpK3apfT4XAYeciLN0ZuZeGXdiBZZEc2uch35l8yjlMaRhbKa3aZAV+sBWqHpslue6lHYeiNvNmzcUgQoNZ/KB9BRtAuFyrvLSKXVXKBHrLw9+0vuphtCu8vx3TzLFJDDFfHldwMVLsZA7MtbF5dRJboBZxHLfzpVamBwCsBtI074HMQNKOW7sPpNHj4/Z/0djh7lsXuuPI6cQ4CaPSVXFl7bhwz8Wh6X1krMxodxm6IQWVqPxaVKSujcTuP0iXpb1X97n0sTFXDe0YWWo8gPEQs0pr/cwC75Phoj5IuDvBqGCP11CmCmxLhl62NPydwNvbAcvz0iztSsMKb6eGFAyN2AfEccF/aZdlJ2f6DKEHH9CHOepj64gSbQJfqFFdF2r1PPrKKLaVpNkSXKyaD5g4hrjo8TCHTjX8zjM7qRIDIah7D0qZbHKtZuyLwM7VFQx6ED3nMJjzaWxVNtaZkgo3e5EItcoFa4rUA2YQJb/uCwc2A6yvI9azEKrlu6AfUPMICNe5XrI3fyuXK1a3xK1OBelqMUIz0JlFN8sNKv7JjwN9WIrNIucRtoL8bho1V/KMuDLByPkjwk2NTHTpa3Dy5T2cSkm3xxcM7id4HLWOCAdathZcdXlmdOIUaB8kvE+yYTst6ylk1KQdYdpqw6IlSWjAS/vEN1xNQJjNVDRrUt0jvFjuZIXSVx6WIjp17mIR6rGKFK7PaF1BzJs6VLaXDCqx+1GqIZb4X5iJ5ejUobNdwZhg+gr9oXRxtZPpKcZusk2R3hbju+YDGdpLvpklYQ2XUeC7z2+NMHg1Atf0htqvEubelM0GW+gpEiFFrtMoy8OfklW78kTOGcTqjazYGvHaMjRz0hXCtAlrXHcbFqo3edwuHyjbYJvumjx8fs/wCih+YVU941Ur/1cZmespASXZZgeFuHCE6W0x3s6zr4Q1Rbw81LDReyAq2B1mJilGwd+D18Nf3l+9c9jkCrB6Sv3ninURK+xLxjAxULe0vhqMhB6pyx7ylENdErxfCOC3AA15hu/VSruDJqBA4WQwEtq66RZmddx9kvKOvrNis6viRA0lnSLeOD88MgY8yzRYLAWn4Tp3tBLWg7xGhVzmjBCjbNzeCK2k7Oz3G7lES6RSgcTE6TVsw8zbL2lWlFo6S0emp1Ea2uUfOygtSHU4S2LsJzHzLBoNzmJN6znCcToW8S7h8swJz6N3MCYdQMZ3HY8M/nHTdS6ZQlR7nSCqCKYA0mFa7DQQQKN2g7lmBbXhIhbKnEBktFcy43rAIYLUxhrlYnXUVUzmMDePgllgPUxoyfpC7WQhcOiJSvrFWcbyFkv9dNspU9J22wVvVEwz7dwLm7kfJFoVrEy9ZsS7QEaUUXX7ip1FC6V+qjwrBrokEsGKO0AHIILpSKhbqdOGYELRvf3pLfOYR5j1rh1uXByWHiAq6KOFdPrKQ7p4jdPE0/XJqVG+iQNtTl1l8gFf2glxwExcuq1fUh03ENZiMLdpu5iIJTyS0FDopdy6WpFTTgxNHj4/Z/0d+zSwfDRJXXkiKJPysHM60JxzLY7i4aYYMStW4j1r2E8FfO0gmaENOsqs9f961h1mwUXrEFTW+8zrq/KBZF2hjyTPVOtftNrnzBwn1iV0RH4FlGUdGd2vcMIBpozVSxFRzjGyjwq20qVLFVLozjjWyE3MKIMpGNAuVbXy+F78wLdqm2LshljKccXt6mRdE25UTGWcYn+gg4Mm6jPyjBXCynaGNKjbzAGrsmMsmZNJLkeokLaE6GEnBxGz9MiQYe3MspoaigHcdRHmyFxEoi+4uZSoxATQHYlBcaojtko5kPlEX4gpULyfMtVDnVQmyuxMfBw5zDXfaMg7I3d10lVHwRKsXOcBOThiE187I9b6aXrV9fhJwjrAJeT7lOCmSo/wBN4wwTHumbq9GMF/IRbP2QSusU7jiBPNockmh2RGaduKDjM4X6fKUs0cwuVs0wBsx776QAp2JlzuX5KqHT2l8HQ7xeEDrmJt27Z5YGlpjHeObwW+0DreKx2faMvRTJv9JRY7hC5gHQJwXnmDcEsISa3T2lqqyghGqgcylrmLQ1GXGHmtYlT2HRAAIW2FTmaQcKXmESsd8wYGdmpatxE0ePj9n/AEfpJ+0n7SftJ+kn6SfpJ+0n6SfpJ+0n6SftJ+0n6SfpJ+kn6SfpJ+kn6SfpJ+kn6SfpJ+kn8HP/AH61pqGdfBhbu3s6RZo8mWPLzyP8RRlubWPlHEEdWn3lQWeVwDIHtGSDF7wRYO4i0FrfSaWzMcZ+8xSpqVeoA2WzpxD9A8zar7JTJgcErTa1ZZlXQLm7J4P9YkYjZeWQ40LPzsDxEXlfeLopiiL5OvlA6q8EFqyNmoJ80eYhaU3WZlW4qQnSdUXN8zPDHVlm2ou8jtEqPHLzEtRiAujBVwQUo4VbBQ8ZpmnzM1IbEJYmVvO4YDxykDM/rRG0XWVDYgQYHmOvYjw8wCKUtxCDnqOn1XKmg7ogG1oIes21KFgJ3TctFwwCu380L9/kU0vV3AmxuxUOynyysyuxKJ0EQOItocsoyuo54nZLrXtiveXxOiYvrFdRLKUl9kK6c2SmqhZvlMZvMQHkg1G0FugdS4ywQaQmbbnRoO3JCmG47P8AcNBNuAuBytOC/hAS1xlMXDKWjl/xCvNrNZuUzhPeP9Rp+3MrfylJZou2HwYkHmFM3vUQbXCwt1ZRy2yU+Uy8rvUJL2Jr6QpkeFR+dQQEJ2PzEQsK97mjx8fs/wDGktl40SyXcCRdaOFkFWVdQBKRnurDf+onANBcbxU4O7ioOcqY9zBwd1zOBxsGvcdcXrlcQLl8Tib1L3kdYPJhPg1K2S+DitVncpF6mo2R9Zeh3BjXb6Mgh4AQxUtLpta6w5+ZD7yvrAOxF38Ws3FLK+swSJFxPAJGZBcvQiXtgKCFB76Jd2ikEZOs4hYVM5fwj1yH2CMuCezmFaNPiVlmoItRbEzEDVEc1Zw20SkX7YtjWS8k0G9lXKXpAeJmmBL5kayneA0jLr5yhqIHVn0nYH6ygqWLe0pdg+pmmHidDdL+HFR9GxBGC+8CI6chEF4+cKNK6yrLs7VBG2+vEOwzD27weRjgIUMOVTKyRbhfM2xvtDZcVrrNbUR7A/hUxtO9rUtDd7SpqjAWk6E3KTvKM3pXHMbs92AaCqzqCSBiuPmI8retl+8VlaP4owFRk5MToA6u4E05c6olGPVZxQ8GZ3PcOEfLjC5oL2fnGDk1oTyoi1T/ADDo91SVb5QGihph9PnGeu11HO5sHws6ZV70udR7FwTfRuaPHx+z/wAaN9K3ZEFLHtKqemnI7Sk04ANUjrRzibhIzRCFljFzgD7YQF3pu40tHvmZQnmiKShR2TKc9YTv1iJ0Yqh3xl8Q8YCVJnpvGIZadsNMObMEq0ecItp3RlAJFdQ7kNBU4Cof9YTwKJczcHWvxP8AjozbD02gaohqpksvmAKJLd+qLL3vaGhSi/PxYlOl8oDz+p/wZT6rDXMdfE6aYMk8XesyPt4VPJYxD27Qi2fBAvwSs/ggzJYdU9R5jX0liAdof9KmX+JCQnVW+ZbVzaQe1N0pP+VgGmcxiCGBgFHSMw5DtKZ9lBORKMTp/Ind/KF23iou8Y8VBgfoxGV/pP8AnSs5/KU29eJTW8aKgl0jGphaZ6mNv5ECb+lNrkrpP+FFOXylxbsEUmzzYzKZV4EAluHZHiLrhCi8qlc3L6XvrlSAz0uVYbzTuDezbcMrXfzjpJdjhNibzS4EJdlmNfEccm+01N761Ms3ZyHWZKDuRlgW1SY3sAhFIPFD0iFyIQy67qzYp1ICrp0CDUzm8FTdLm8zR4+P2f8AjXZ/TklC9kWNR46TiD5c0EytJTFq+ZUqqyAICmHmJalsmYK+uUsZisdpq7VosRjB6y5kgcmGZtwKvEy4g53EKgHAqauDLBpqoW27D/Ty8fHQvWS5e3hEwdwu8sJbeRhxdcL4iU+8dE6hTZ2mDNwbloJd/KI7rgtEgpPMEDyYTdV0lq/JWx2L6sIaBp2Q1+9CpQMRtEJoz1mGB9EjiLbJbLAzV8Ws3Mdvibf6dGAxBnuS6hzMbWXoTmOs3BWmoocX5qW3XBJwENo11OZmVDN12LCAgc7LhrZrkKiSMRtHKXDfMvwHtRItxVuS2WN6vuW6kx2/q0/8dk5+6aiPYItjXMHA225mYrN1HIlzRW27DBc+cSJzLlSef/LR4+P2f+NdP7zl4+NEr+4Nv9VHT+20/wDKj+jIG/8A2aPHx+z/AMbsT0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSZ6J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npC7dT0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSWriek9J6T0npPSek9J6T0npPSZ7TPaek9J6T0npPSek9J6T0npPSek0ePj9n/AI0wWidtO2nbTtp2U7CdtGgKxwcTBpMyf0otTWYrjsJ2kFiyWfBdvOznZztZ2s7SdvEeE7KZcQ6/oIiF1AYsEQ+ByRIJQhvcNb639lzMmIiIiIgAAOYAdTSNB9CI8INoTs52c7GZ6yTsp2M7f/yTizMyodr4B/us/Vf6FXQqWHJKdZTrLOsslkslkslkslkslnWWSyWSzrLOss6yzrLJZLJZ1lkp1lOs0ePj9n/jRdO88fgWQGZtEOeoqZj4m6mYNXgSi2OyMXEBxMSdxf4RLbmULJcGqquMtZlzHpIkX4loqecxl/hrKU+v8JUqVNzsPwuMlClZy6laMV5qpuk6kx6o2EOYhwkxlnvKC0J2lSpUqVKlSpUqVKlSph+7cOR4DMo0+CjhfSOVXFpXFX9JcFruzoi8w2FAdAgecxayqlgtCdSMX4LMfSOtxIxBcgNQZlSvhUfy/wBof0XL/wDS5cv+tZo8fH7P/G4+8t0lsGeXw35ij24CyybdAsbsR6alnniMa9kGJKKPAJGp/P1cbqgviVOJZT/ELQV3k+ozAgiTCIjDUqVPKD9DpKlSogt8GvgJtq9CHAVWDzLaZ9YuA7I9WXlIyDPCMrB6cRfeO3M2xylxuPtttcKwSpUqVKlSpXxKmH78xTTE5X4BEWHlFrwmyBIoK5LE4I+3zlchekaFmLjxealfZKYhttwOIIejd5PiS4RfMyYPhUqVH8v9oM7oDsPwv+mgtijhsWWv66/ouX/QYmjx8fs/6L1BpqDA2FnxCfBKLzLBmM1r/CffiQuek9fgr8C0JQtEdNQB0gDeMpj2BgZB7EFzyX9pX01RKRWIbgEQigdokL0nQRlaUzMqVB89/EqVGLLSaAutS1GHpALQHyxkMstUsUF3jiNxZdkw2PYQKGgd1zMyt8ymaAubdzhPqPGfuG2OhMje4lSpUqVKlSpUqNEH7tgUzDUQTdxzUXq6bdxW885wDaFU4VaZxfKAjLWXiFUORMaWyUTGGXpgJVZ3Fly5fxmVKlSpUdeB9oQA7PIbx/yHWyv5pcpSO7A9+5ZJ0YLm50gjLHwqzB0JURy4uW4BzA78Ay5cNzQWw+AdK6S5cuXFj8T4WzR4+P2f9G+wAMsCduLExNW0fkmKrHReZRLst7ICszoTiaN9f8Hcmg7+Ekq6vJxCoVLBeiHC7OKHUtoHMskgpG6eYwOdN3NUFbIJ1BnswhDCOeKl2txUoLohsBrpBajwLicwGnEuLR4qNVb6M7vigyvT4PCUGuX+JUqGq5cxHg1ujUVRLyAJcFNNVcqaQYnR8IJs3ziYeHSmZVrXYggsSWtRb06xECrLhDGPpjcHixUqVKlSpUqVP3e7LlPdVzCbCG8eoRtQDLmeTUGEXfoISou3ERuCmsoNgZcSMR0tJ3Knh7T4PuWs0mKjNC6kqMZUqVKlSmUp6n2+C9emXSbIprUyblWiV0DzOBCVKQt0SplmhiThN24jyLltOY9TGE3VRacUvEoZmBVCy7pz+CXOm+/PEXdP4iDbUE0GXLly5cuX8fR4+P2f9DF5LWtzwqKBAi8TgotBWGiBgV6SuZkTteO4AFGv/Ab1/dgQGRuJ8McHAu4EomudYuY011XMCiCKum4EJo00Ugt4dmX7osr6TiGwt4yMHiCLEVhBeF41qKrZb1SZmmPnLBL+ZDVZw4xwza3MMAK3Vv8AMRrSv/UikNchuV62hKY708Mo+BTpHsi+t8RMQFLeuPMUrj4Y+5GtLjitLfpKlSpXwatfM6m90zzHo7mbOE3zB15aRCouFWPSEfqI0TVwyYscx2YtWTvMdoEqVKh/T1m2YtxuVisoniQprjCSUwri4A57niMzY1KKQFSZK04mYmWZQ46zHigX0hdXDJOnouTpdzPwqTAdTPdhi+WGVRmlIFFO2JS64guFSJDjeeUvhLUF0wyLYvqQmDZRAI7MJ0tgNUPNR3apealpCVzq+niYK0+RLVt9DK8YD5DicPlyqcMNlK5lcZBb5iq9MNb+cvlTbJYGwKgsKh+dRZymwHjEcsNRmEhdDHYt9K1HDTAx8Rc0ePj9n/RZQdnmpiDSirJioLXc+qpzMlArhcs9fGOsQwBecJXJ0BI4/qXBKHU7zOBgXCkK/ZABBi2Ig/VIqAsB51BwXHROIp0gRYuiafMmZWsR1i7RbeIrgtgSYnpOvB3Zjd47K/segQEwNNKaIQrDWkFYkhXEaslymeSYGOZeZW15RRnrlDyqtmVDZJfsii7aMBKDeuYSC1em5Y+ggrg92GKyLNT7xkG4ZiPzuNdZdU058S+pjmUD4jMZmpnSp54aqFig15jM8Lhd6SpUqJC4yfWLgrRBgfm7z9MqVKlSpXwVKgDYFjAG8FMpZrMC0o8rG2VOp8OUKlu0W1CFQ0xnaTmg2vnTcqH9/WVCqspL8pileGqR4jfThsP1MRbJlEpcM4WxwQ8oCUa26MS/1gwcrI+TLl0YtYZeLmuIJBou2V40Yk+fqKOIHOmJOSdDV9Zh0RKKomKhUzClis9uWef3EbTwCnWB9A3UZWO08D8wKZ3SxTLNoZtQHmstCg5aSaiEx5jMEpF2js4C949ksSkXvFUA+pKgpah0hFsLnqjVs265g+B8wjtF6QZiSwfcjpjDGjx8fs/6L1SvTUKJ6lTU3tKuHoqULjHio+zN7qBTcTwmAiUUDaG88VDBuL4amq1uKQ4OamQbuNRwWMR2q8D9oOjdWsTr5akYQ8VShOs0Cit1ECO1cS0dIYnhVLiGDsr+x3WlQnVY8EW9SLe8f6mPAjG4IfA9oI4ItLuWjVbTj4hLCzJFmkLLepgBIsqNsTjIaDj4H3btcSzp6RAiZkQrvONIyfGpUxVpM+boICi91GDqkxgSpWBPkID5EM5guwkNfMP8SpUxhz0jqdx9Y+oyMygsa7ypUqVKlSpUqWI6xhMO79kvi1V/uPE5KnWZm1sMjd2Pg8VmOSYVLPE6eKt3UDhZ4EEdQft6yvhaRUI6iwUF7fh1lJQGn1EagukKKVzOM2piFJQydcTmV7jaldIEb9JlB4ESPQEujfL1m8m0eoLdmPp8iWYtQYDIwEE2moqBCmIoK7OfMmNBOBzHNfLsJKeD5TRmebtX8StS1g6k0isiNMEpV7FzOGLFy0QyZaSoLsTPVB1o0FQAtjSwF7JLC3XZlWR2Rq76Q69YfAx4/H2gxv4aPHx+z/xv0KJQN7dYIOPHaJdmF1XEBI11VF+NN4dH7UDTIDQmyVwr3MNbqn5w8zDJg1Sq4MWiVpBMaLtKktxBA4DDBsRCLIxgxwzfMBW4cpg6jxiigWsb9RaxKq1DltDChUw7xOf2vhC8CKm621K+DF1KH5JfUsIvnFeBA1tFCrajRtqViVKlSvheNvHmZKa3dM+mk6MMNRxAfJzFXxEwEAIEvYRCVuTCC7Ky/cuMpW/JB+zr8FBtqK0/ubEflS3SFUVcbYIqzi2IqcKtYj6CDbsZiKRwJe/yxqL11IVF/OJMuDouVrtKmayDLdFksngOF0xoMon6jwwc0EMBREUrXwmFJducYjpBoKggnWUqpFepjoRA7ohZ0frKTaZSHMughLaIAVrEzAXXggobTOu0DEyvzcK2SoSaCgUS1mgHhNiJCjbB1gaQ6MSbkzL92JFjMZo+czpFIk0ePjn/AI2wCBdZLZcNEctYy1CFC4wXPTS+tZ/iEW1NiBCpbyWGpTNxNrBoirZyyghorM0HYRsjuHophv5lQjSnEKcgbthUtA0XqW7wZftEfeWmeHPEVY1wdJteWKhTxRzRK3RCkAjNOkLFDlEbG6usPEo3KpHOodJ85QXcDBklEoe05HMoi0XZUpbdR6ojoLdQAJnA3MiLDNDkdso4V1gg1XLiG4oYWxP8nWAUmOMRoWjKvSVq5Swi2h1VMC1VRCodkXfuKoFGzoR0aBWhqdotmVGRXEKrgvribccxvOJWwOR5+Ae41g7wG17hLLpW5YtHpdS3bOHiKoCroRWaiBHKBSl7i14eWBZWYFeutcQDPkjJwBznM4RZa5NbuKKK6rFw5aMpnRuDai4Gau+k3y36lHI8QyA68wh7SBCyk6kO1IGiGkzYhYkuF0r9Zg1bMDgGGaWJmHzFFn+yrrKWIKU4gz6AEEMWt1Mcj0O1gkGsFdftylWd0+RHQfU6VH5YOv3nOG1EX7FV2/KBQnFyplRGub9MNGB0JtkIUFjfwUPvLqu9cRds8Re4mjx/kKkVDcYlOrtMghYhcfv8xQJt0nOgDcFNh04uYFq4eZYUZuMWvHCe2ynYG/UrQdGnvA1QeSYpWOHic9G4TXIGfpITvBHff1M6g/ITJ4imt4iZFarJjgGGbirveVxIEFwmDNMLbQgBwWdTKk5hrUD0J4ZQYD5TxPJQjHdTBQtng+U8E8E8U70Qckvoy3B9I32nSgF6QH4F5CHs9RcdYSjAQXKO+0KJooVL8fgS78cPw5MMTqIXdyhrN26h0NdHn4Lysn5l6XkgA/XnVI50Je8G4VG503CDtEMqeWd2z7txSS25n2BkqvcqaEX3ioTB5it19TLNLs5qxWnMfqUG518woZzOApmF0gWVhi+DoSo4WRYqALpDzVvtY8tjyRWZsUWy4JxW/wB9wvp8WpaldSDKBdWFFg/NnQPXlKlApQkKKoF4Zy7HmYWi+pAUHb2iQqzwsvvg/Suh5IgINdAxhtTkdNSzRqCjsiFUuJYLom51H7Srbq0oViVZaO6mjx/kFV86alBiuQQgtyikZlHmUdBgEVUAJXeBaNCb0amxFGRMr0ftBZdCoLPBTKouDSZVvFvcqlVogdwRNgGyZC2cIKOEoLa1vrKYgmC6jDYzV3qNWBi3EHpoazKLj0xcyOeqAFQ7QwniNwcRrEG1/JBQFOBUQR9USKr1i2KcJURRn4S/T4etOxOxKcE41IjtIhqjostx9DBBpMQ72rvEcXKwE44L6WKKj0xZ+Gdf5YPzQrgOrOVzb3BJZZdzBnuxHaq2sHKYF4l+ql8IOYJ9UonAQLPSSZNs4l3YwGsLhvkrlCDZ5llqMxewPtg+iJn6IOGshAJZMS/lcQLaYavKdmXGjU1Az1lbW4w+YrRj8XAvj9qGwoC/mSkKshTkErbUW8j8yWdDQe37cBQHTCVGwXIvE74ARJUYXiKwWiAU3Z5lc18ylJoxACDpF+BDaFusQnO2ZJd0q4U5jgzr+5gyAaGFuM2hiWsRghHHSOdMKm+2JeAe01LV3m4Yomjx/kCs9IYZhMnDHWbpr96Exjt7oJjzyl0Tfe3JqKQLXKcxYUhQ1jvDo1tfKLaGgBfMVGsONykU9Xkl6Ch10nff8SotWZ1x3IhNmagFDzMCW1DcNjCBwOkyoFwi7L+ce9i62WvPiIA0DTkiJcU6vnBMXSMuG5YWZXh3Ao0+kbLlzKBplH4KlRL0zyxzNo5oVED2TftKd+alNNTNHUwy/uzj0xSjteqOmO8adB2hZZ6WHDd4ZkCyWuBvLLD1QdxyBhjfmUBLrFC5RQimC0iS6hhqPCysBFkVTtMCuC8sppVXe4JYYAYVuiEcxehvEvA2tUNa97LwWKxqUwMYb+6ZTU6Tlq4o2PZOVhUVuEABYQzWAeOsEuYWqqZqrvZMgmPceFYH0JZ1h2EDHjtfEOBLVmpqlwL1LM18x+JiBs8y16t5Y9B9xdsHKbFBlsqLSJ7ICKTVxFtRXXh+Ao6W2j3LR5APaOVQXFS4FIiD2zENz5vEWuQtTpUwmDwwCWYxwm2ZrtRW45Y2zB7dNcSxa2QJqaPH+Qu4Aw0gLrV4RcWAnzy5grBtuhviUIvdTBrhc54I2U+tQheAiYNsZmVpnmGTmOMuCAWYczDrjVLqZHvNuYVOayXFaXxgcOsDIpsqOhwlIshuLCq7wsapSgAq9CPlG1dYIh0cuJeYw0Y+8wDgum9FEbA8ziZR0KznpBZIbesoCgD4Lm5U+q1C9OKVorO0sfIggrNX4h+PomFBJ4eWE1ts7nqzYA3fsbmil+WM37xMG6/OY2Z0xzMOytTSwUKB7PbLDmjpM0kz0hhUSk6zGLIE4jbVayF+YWxuRMjwN7lk3l8UWAHHLaDUEdqIbKHMYU5t6N6jfkRIxGKwB2gqbDxA6GHmWLBcoZF9EMzb2pkHHaZgrcLGxW1xAbYdbjkH+CFjPlGi+XCIQIKrV9SMpdZ/MWXBqJngVQ7AZmPOiwBilFMvkNwvOZlQIdOZwldUgfiHqiUh0ubtWBlaIsAFyGmUH3kQHD6DELzIAfP/AH9IrEC4RCYh3GVYOiXK6m2CoasnqEgOKiCrwCNHj/IEWJdsM8W5yQCqKY6Sxya41N49DvG3Pnq4qFiNNA0lgGowq4P0EsVgfmhG831Jxad0VV2rmglGo0EHvMXg+0OQ255jFgpEZXwaSkPqVLE5aISs4PB85ZHabg2AdvU5l7Igb3cCsuyL6Jq9ZV4hfASrX8whx+DHcDyif3EvQe0OCIOR26dlHqsDwO9Q7dTM2+pibye2fy1C1TxBuJdAc4hsBa5CYbryDNy6CHV3EZp9VVOGHlm6z6wzh4EMF1eqV1GMPmyhzZ7EG6oSo0lfEwiGVVN5GukTeDoqWG+e0u48cRjSnBLKDPaKS2b5wSgzK7RLEvyAExse0ewYJmua5ghB9zUt4e0sau8ZUiL/AN1ADWFM3GakOAIGwc5mu5YWo/UlmaDtcQUYrJ9S9bnFKxQAS/tMPJ6szq0j1L6Sh0rpA/2QKgWZ/sWS4lCQdATnmchZOkve+GcR1hg6NdZmicVEsW12zX6Dy7zLyswzyBqWy/ZCoieDrLLppMqbygJVSouckWbmjx/kL6la4OYnYpduZc2p+ZB7CVaJlyPOVpGur5lGdebuiEgoXybWV6ZzSABZ86j59jYboBqjglVD0kRZsXAx0TQj5Cy/EeQb2S4WHXJMSGHuQQp3nSiByQWBuWCwxeMSyzwbphsUJo/rzFy6YOL+8bwHRIMADR0Q20pOfB/uDaOHkhoqaqTaPyxbyxzG8MFFO0JYr3uhGN6h4qDYaljUwwiuTUAMBCYPwK8MC7bsuOleawwa8+I6jOIfHUA09swtHfrDsIVnEyUFpoYCZHWAl20dZmYxroRLOKud1LPgYVMmhdRqUbAqNnfoZjLEPklUqx0CXaMcDuNRDGphafOoxi+dYlaDGacRUOhbpYrNnfiCZjHWruMRLTaTFUqHVtmT29nEoN21csaOI2izxfELYHFh4nTIUBmNuS5RdumYuIEMbguzFSyi5ck5Ks2nWNU9ioPVLpUVDKTJbV3mXH1yp0tZl/a52TyTqB0OJlnUe8pp4Jli6hTbcXyTBvmeOo8XpLLFfQ4mjx/kLQoXxFqfb/EW2TsOfEFUzjCfif8ATIOpmotVDpUJHclmfpH6W74/EMwD5/CHZs6gz9JVnhMn4ij2+MH2jg+bs+koiEStfchXd8q/iAfm/CHAXNv4S4o8tZ91DMAqrNPtAuhin4jvKc0v7QHygwktubyn4m7+cP8AE3nmB/idNnQlQ3SHZ6ysak5ElHjm8z8T9Q/iFMdx3LtXK6U/j4D/ANv4u7RG2QPP6QP/AFz/ALUAaJBjY/Aeb6szfjnc+eZ/97xCbK9fiW5idKg9fT/oGV/7sclmir8QzjPf8EzfofKeL8/hCi4OKfiB/kPxP+1+Ex9ej/E+jkn4mZsbtb7TPefw/E6Pr/BFchez8Qekfp0jCxrDg/EN1v10gx+6fiGIE7f6S8oOer6RzPEqn4mOgvZ+J9wj+EW3T4fwmU7/ANNQqP7PxFCl/T8S5tR7j8Tr53ePmjjhukV9o0fxvxFL/Y8QNtbyfxANfLfif9f8J/1fwir/ADfhAPyfhMl1/p0luEOz8SrJfJ+JgrF5/CBfV3+EyFO78IYfsPxP0z+J/wBg/E/65+I/6F+Iv+f8Jv5e/wCEy/wvxH/ZQVr734TPf6HiL/hfiKXz3p+Jo8f5B2f1/TRK8zQIMHLmFou2eZ1Hc3cOQOhHJbGUFFF73SJLgeVTLK7QiY+UylvRwju9FRULouSAwJZ1/wBfLx/RxooOI7ZR9H6THKdtyofAOZQUuCurLyDkFMqAWGjpBrDrdZkR6oijMl0nEqA4aqWAKXQGVrc/pDVmHfWPmVmcoMlCaQuaGBpUpAXkViJu+iwoS3jf9Bt/rPIV2wswYeYcaU2gVxTomPSGuSECUTmaGK+OY0IeMDTd8yKeVg+cFkUNIXKPdzCpW0oKxEb6N8FgQi3jf9en/kIpdNpKlx83pNiq0bvBCLysagwZh3HzotnKBZbCXNwVOi//AD0eP8g6f3nLx/Yky0zdC9Vv/wAjb/eaf3mjx/kNiek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6TPRPSek9J6T0npPSek9J6T0npPSek9J6TPUme09J6T0npPSek9J6T0hdup6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npLVxPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek9J6T0npPSek8iaPH+QVVc7k73wu5O5O5MDB4gvL5pgv7ky/kiLVvmiH+6I1n883NPKCc/nj1PzzuPmncfNOkTuM0V/aAW/UmG/uRBr70Hqlnvn6VO/+eDU3+aZRtlTPZMXY9o/xmKpIqLM4qCJ7mU036vEv1B5/iWClw5G/xKKzPVkrF3LKHqYDTaICq71nOTfeWBR+nECYD3zeur/Yn7fxTF+76Sr/AGfijdVvlEGR2b+IMX+r1FP5P4nU3UKdIv04lNeXQc+/15mAtcq5towz9Iz9Iz9Iz9Iz9Iz9qn6VP2jP2jP3qfqU/Up+pT9Sn6lP1KfqU/Qp+pT9Cn7FO8+ad5807z5p3nzT9in6FMaw7pYGvnL+fzT9pP1jEd/Wglv1I0lqd8/Yp+pT9Sn7lP2KfoU/Yp+xT9in61P1KfoU/Qp+hT9Cn61P1KfqU/Up+5TR4/yF5qLApQ6QrSOaLNdH4jU4vGToIAHF/aahlmiXFT0YV1VfaW6zqaIOlhLqPle+pua9e0G2VR1mEq7MuDOepF3YaZpD3CPskLptfaVefe7mr5c63hherCyhv94g5mzUQuAy/fLMsSaR7syTYttQW63w4B8BAmbOvECjO6M1xbe88HYyJaHQFsqwL0KxGSHA/ZLRasUlFOLgqJpFcKXMwI6ySoYUl3FYNay8f6gFNG1JzL0ADZUoB5G0qBZXz4eYgWYT3NbwFy7jsfrMqVKlQJQS+n9FSpUqVKlSpUqVKlSpUqVBd37iIqOescNzqt9QCV9XIW0nabpZkZea4ndvX+4H+CcYfcpsPYP4h2l4r8SgyesCoHLr3WeqZSj1VlDMzaSIFplM4IvPVPnKpgD5gEwp3IYUsF0fOaPH+Q2+Mv4Pcl1I2lp0ZkSXJq4vGY1WWEEDgMszmnAHEKKE6QY37iFSGpt3PglLKF3pMQ0dJY2LxUFF9fEE/wCS6asmTCC6qNktO8NcOXRL4G5SFJTuJpamouXTA4WvNbjsVPdqPXfHqiivPXrHSbjOjRc4ypqFiavVS/0HcXDqaCV4TrU1RN0OpZqMCHBzOyypCQJW4XtBt7GNzBuz4NDiVQKfyhLFKl1C5YATAw9zgkPDNlycZhwNtVnEruq+XEqHIeE6Q4XOAIzMyvHdYI7jJwmodUGD7lSpXxqVKlSpUqVKlSvhUqVKlSpUqVKluyxaCNTpICYwCM1VaVlzTl6f4jFqomEN6tlmBK9t/rEAqKXDsiacwtZ1wxsE4hJGahBQxRhl4w/dl1tXiO9LWMI5+mPCJRPCDTAS08CDs/NG/AEBO5pjR4/yGzxlRmKvcR6HTJhnDjqy8jrtKF37qxN2amvUy3qbjqvMKF4bX8QHRviGfFld2MPU9QkSurojMXd/CLS9XrEFRwMWd56MKyuXDLFo8MrYabIDarX8yVYLMwOkwae97lMWDlZslO06tNsUijz3i5fzpl4Qm2yGs7uLSb5jNPPLIHlgtwM23Mae97l9DOnrNzZeJnVYcqV43jduYNGK6RTD+45mWjc+zFOpio8q+UIqG0jq38OPcBQouth85uNiY3fPMAIONR9SxY5KCqYoMLuV4YYpBhFW3uT3gq+YBDxdQMQOqAGArVMnu959ypUqVKlSpXwr4VKlSpUqVKlSpUqVKlSpQGWpxx6UX7yupeoCXwI5h6B5rHosHjpCxCqbG9zqJgeX7iW9SBXjliZnsyuBS2YKlVWqLOvExj3s6HaPn8NA7WJNaJhwXXBNssnJlJY7QNe6VVieY0eP8gGWtI3k11TcuHjpCoGwXi7hVeAwa+k1MEgP4ImYLga7EZiB3TscyuFjaSjdxFSkCtEZ3AGyh1jxH1IAMSduYBy+qWj0BF5x8FwkGDKkht0rc02jrCNKPE1UTCzQxkZn90y7tU62iJ4e65W6Yq56IMlB5feWjfM+pBFuGedRRvQTrEs3S7TNBv5JgKpBr7NfMpbWeZbRsOo7gOoJYuFVszDqrZ5ET9eg59+5ktGO1q9/OHa+csHOa0wQQmXa7vzhjYLWWpsIMhjL48a1fWHUg9LfzKqgblcpZhsfhRSzpcupY5C4+UHJtUFlR147w6onwqVKm4B5hQbzpLrdp4zZMcuPLChXPKSgQdpTrLJUqVKlSpUqVKlSpUUijUD/AKI1KpTeY0LcrAivSUx+QxMuKejMafUsvqMBrkYgVMMnMU5A0OoyYT0pFslnjQqVuK87MHhFTFvcViN+q+Y231S8/cmLlWEL+VmB4QYI3YrrLVS7A/MzRUxn80BQutMU0eP8g/IXFK6ja2WesYOmXoViHdGHKFTwF9czbMKgBLYTCBxbS7MfUQToU8MMQWsxoC5nDghHMGqudJTRM2QN6PBSo9NWAQ72MVRXywsDA5vmGiZh1V0eZkKrtZQthXJcUn45iEZLQdJ0pabgF43ieo685xeZlYaxCGDfOgpB+tSlCPH66Q4H4JjDszU7ckvwwFWF0NEmy0rMEeKtzu7K/XM3SpdMagiltTehMmaMi51/uPB8+IS4cK0U/aH7kh0nOhymDBndTnXLXiKiaZlWpCt9pb1xbZupc4XGdQaWS3jcT9wuNsqVKiABXLDaindMEnVcpS6TmWOdPNEDVDqx02soTEi1uAvPzQtOvpxMibaEAFYWsEyw54joYG7agoSclstY0XMg3cqVKlSpuCO4aEhKHXBMkQZ0QRqwuUN7I90fZGvaJn5wwynVFR5yTKJTJrRGZJdwPmau9ZmHRXzjsJC1tV44mbr82BEaFmNCH+oGZrKLMtR15iROT1nbaQzKcCVfO5ZhwV9pVbyYd0LnJzNHj/IZUWreJeo11ZqDVdwE6dwtMw000Q7X56soRfRrLEotRnEHXFYD+ZYtta3GMPORjEp+rFkz0sKKvUrrVdEYHQ3ZBFqGWbhpSReBBzHqJbppwzPD23CUXZ0lbpo6CPPA4i1XlqFrxiAiKp6WwS2fdO5rtGBOF9kEt1Stt1BqPdksNDQxFHB8yj8UeL5MShxS7cyhtlRgD1YmV099EWV1DNA3nyfOV8ZzG/3cb5HAxGoyh00uv4lGgO9IrmpqHRgy5mFLlYDqGYZVYG7RhaKil/Wwlwkotmcu0DR2jiatDGNzFV2URW15ihAV/klfC8i2i1SpbLXiL/EQ0L3BOYtQk4TD8KdxTp/2RuqRQg0O+sJtoDZXJKaI8xD4+iKHN7gxtul3UOwMDQwanEzN4bJTjHiaWxEXJjLYZC0i7fGpXwOohpmGilFyw5cBPbsdJiCTy7YB6/DweZg2/MJSsdSb4PJN13VyIgeKZCCrC7JlftIoMXWrUX48NxHX0xOMmpW8RwxlupwisSwzFgYAVpwmXFspLgVjHeL0BHRe4wA8gziuTPkJi80eP8hjnshRQMWfxHSZzTr5RKxbV1EakduZdPjmPiOFsrv/ABBcdbcj9Zcy4fOBvC4+kyDmOp9Js9bPwjQB78xywGf4O83V9NTQX84mqbNQZQU4AnhUF3AjnVq9sFOau9wu4rgbQqztxbFaNc2FYKi32XYDekuCIuKOgRgJkQbSF5DpcCLptV+Z1h4alxj9HiLcPos66dAfmD9Hlv0iDE8Bcwwy5AENu7nEFSSiYdOPSHy5b6wCxRKmSQB+pIOm4teBLzCyC5gmYuTdmDRpQ1LYIsPEN9JaTnVOCAO8NabCiLbck2csLX5VoEoQL61fzOxfjRJhb8yrqjPjFQyMI4AalfO5DBHnZiMzBAsJWEHSodZXBGXNxGFtoCGrhrE6fhjF53NZlRQEK42WCnEpEZo/9IFb8l7neMVm0TC7yfxKA+iiLkHZEE2Hm/ig2kS5+kDisXUXzhV5SztFrBsu8BaEDqpjU6FKW6lRijIHIS2KjfQmXG7ecuSDqQVYfKXh05T8oR25FtD2li3rCO4eZa6kwQIZHTLBOsUY7dsJfNqbJR0ifZOGBhRV/KdwkRo+Z+iFu+DXqPW2XEhFSDLNHj/Iar6x4Cpc5uOk1NhwR0iXhcrxE3XaNbtiz3lmC6rBgtHYjwi3W4+vOsSor68/CvSfWnQB3ms7x4nYg9MBgo5yo7hvsQFDmHsjW7O9yztLWiTjFs6DeqEDA9dxBcXuTMQDBy0RMnXFIO+0sFAb6IEys6cKMIxEFwqZWHJ1z8/lGSbvNx5N1XWKSdsMoiXHFKKtG22Y+RdktTjuNZuUpS8kZQ5eRGLVsJ33LNIGVkeCBgh1j7BY0O8depcS23japnJ6Tgc0/ki8DFx7lIIBvBbkv3gHTcWE3hWoGOzo6JrkOTiM64kpr11QoiKFki1WTyS9GQ6S0TLhnRSeZlkBLI4i51bUVIdJkuDUzhVHcylTYVjYnaOzKtmdsDdQRmZc8oTZV8zdC2blQtqVGyPXLU+32isMejFnJNdDnPtuaMKScKe8Kq+sTS7qy+hDC0lXzDbwhqV9PPMxxQpSsqG+i8wG3K1hf7D9UsryLnYBDNwZBiNcpZoGDnQ6vUoanoX5jMUtR0w6A/icC4e6pfO56s/7UpFN+GaPH+Q+9Lh1ajLURiXlM6u+AyzTgSrt+csjnAh31OIO9WRFpjgYAg6EWLDb5JUco2G4bWagVv0Z3HMKOH+Jfs8zjcr/ALATocS8VVQahwSsWOUYWQaK5hDtq6vpLDZgtsYLCzefWsepbJHUnzEfyEpCs6sb0548wi/NE3FffD3D9IVSQLyprhjyo4RFnBi2xPIs5Uu3ZlWfEV7SIPm5aN7HBC66tbCfKYj0SxmOhGoF0HCywLpR5DXhlgWDS/RCyVrkzaeJRuJsdC7rMDXjxKiXHiXEiKcMnrDZIuM6hytwiXn0yllZWLK2/nCoy8rKoJus5hvFywyHsI6CYYtGXJA3EF9BnxA1gZPDHgGBBwkTtOPgrxmRFGx27npBrXoEQ4PgjaBaxwh6fabt4lqQ+eJmlhsYN2W7gnlFh1AfqEt1GtEqQ0FFagUrfQ5JfXo7kM/C6NXT4gz6IJZDFdMWjV3VL8Ikdg4giLSAIKqKgWNkT7/mNgbRbxjKy33QtGcmvRDYubrUadGZo8f5D7sxxL86J3lIRUtM3DYFB80H/MqNI6wAYbg+ebjpOsW4+UDfFdukFZntxLMCniONq1ctdWGbwwqFS2mPSag6vEygUsvNR6F+UMOYto+hhZ6/WEdPeXloC8xuQZrghcs53JAPNPCL1/VKj5j+ZtAE/bcwIkrC4lX1/wCJYwHkgdmb1GkfrpUAUDk+kVQ7dSp9JUH6J1ihALsZ+lzEsLe+pVSeTiamavo1Mu+Bcx1MvZTtmonoOOvqNdls+UiqW/Ka1Aqw1AUFwLHR6OD98R0trkrP0grbJo8dPfmDG2yVQodTcOxk8QQY61M9KmKSWKWqzC4mYRglxW2ZCrqHDm5VUOl8QK9fSODMO02RpPNuO6e8aUb6TwLcCg4GOjxEKlnVVLhn7n1mSnSXWbyBWo901GdZvFSkG9n0/cTCyV94zxqw+0xDSFgekskGcsYLNrHOz7oiWfHQgtgdc/zPoh3EQ6hWjwmGcHSxY1jxYdc9ZjYTMKBEeziHrkGndkVgOxAyoOlaqtEddyeIe2jG4HRsO/7mbmrcHBKdRe5zY9pq+c2ZSuBmaPH+Qaw6z6QCVLpA84iBJZds6w47TTJM7pfqNcwOILtU6ijGnMx3IkTQPbMdVFISbQuEVz2NeJaydmN4nj8FO0rdx4xFmoIkA0k1NOINMM8tFSg5OgZXBzoLrBDUAt6gxg+SVUP0Qh0ttw+0v6MHeZR4vX/mNbIbdmpmHRqsyskFzy3GPrcsVXoMYuoAlRbqYltvZjS2XrtLZga0+01K2jmKFHsYSyGxcVshbWlaAD7uPRMYOaeCFCC+HA/SXGt5R3H5Qr++pcCsmXyf5ly0HPGo21Ddn3lzOjrzLeIOBNWaiDs5mYRU2CME3p+moA28cQ3bgq2wvWO1oOy2IzRFotL0DGJdnWUJVGX0ZlCYFsKEq5dDCEaAlSGllAlTRD5PqQB5G9MSyrcdYg5HeKWygczQ8faVRliGxMbG5ciR7AI4VB0RQ1fuxv1Jc4c/GYZ11xgcNPMsKMPCHXrvLccwBghNZN45g8aS0soeMLiy6kEmsc/tUytYd1WIVaBUVXAmFXEcbWPrN415Z7QyGBxLURbtxG5sw6xo8f5ALXog1ApSJZQkJQPaWPKwgvHEPFQAEtlE7czopcuCF58wZXpljojZ+JvmE4zFkrLqZkzV9o7A5/CV144nKUURT4DMvgwqfywtdjiKGqXD0LoeJ85xEsAqIZL+bFCR7geP+T8iR2Kq4gwChzADHuLe2j2Zgg6Ucg8NQEWWKpcDHPB2DA61+sNWdOME4RdQnBsxLTb1ekzA80p4PLmdSGhAAoVVC6hzUQwlg8r1bywWW563K6jnkZdiy5u47pW/vH9S5o1KUlr4bnEPBMt2eYphY6XBsEC273lajQnV+BBsZ6y5+04h03XErUeeY+PYmea6pOvwon2YPZ0nSCAuJVHOYtVXlg63aYcSI6opR27MrHcrVruTBV0+0t7ywPnjYNfTiZS7Y/VUUktVMqMxsYy6EfsGErUPgVfuTaKV4SqETrUpbZW8SngW1tRTwPUY7EyyPMQMhrzUeZ+48KjeRNH3EOt7GCam9qHkm9wuSVosILu5ZSwrvKvRZc0eP8hnHTuZfvQWhL+sswTosuqK8yyPuYln0QZdQWzCaD86moz/ADCuh+AZatjtAil/KOQF4SgRhmDbJ4mN18DlRFvmBYlzNdOITfPVXCobmIsFnh3FSN89ylhs8UVzzqbjyKHLt3QbRXWPSZOWd1BnC30lSVdiBFnVOpNWA+EY6A27EfLvO1oLXAsEx4eFDMDn+YaGKwx/cQlzYSvEsli2FxKFcV0X/kLuBr1fiYebgwtSaJllRweX8QWOBzgulwznqr1lODX8xdfNFaiTpH1zsTPmHW+VDA+VmHv6GDUzEWwHkiYf2spWDvM2X+IDkPJmrnkz6Z4IOX/ExMXqX7QdGvc5oPnNNPDjiZvPhC9iMA28wOFzA6D8Q7HvUtsY47ywrWEyEbJhnU5eMubzLBR8oK9Z7SmzjikyCBznJhDQoXPEDNMgNC5iLdtNNxQb+xCsCk4lpb1lvWJ6zbGmSXthCQir2sA0/BNHj/IcPUxV2u+lJWYyelzzTrmFtNTDeCCDC66zd+US9FwXAU5TU3zoJcu2+5DYqIUv0R0ae1ztHxmzsJMR6T4mHDHWd38g6lhY6Qr5wLubog1e6Ne1wH6+75CHOg+w+ZhAtKEhQCcjZE7MX0HEKzQLXRVpdoKN5fTiAon6o17Y8m8mZrGr6wZ+GMIGRGh2ZxU+lA14lgc6EaK1uXlr7l/OXS6JKItXl1Kap4OHrLAbdLV+pja1ggwYGdI6V0l2CiivOK/T7wwXgGLhaPTlMDgNN0xBpAZYN/i9HiVSx1b5iilLKMbcQTxko19CGqr3WhgXs3x3l+YsYvu+A4bYumI76HmVeI3ibuz5TJt7ygzuUJVxg1Dg77Jk6HU6RXKAQeRlpy0nle4NdL83LbslV/uYyNQqVQX6SyupwxvqUmNji8U1xBNsPMqwHa46/VZ0SNpyhB3fBS2+mcrKHTBghqr4weV7DuXtxmLfVhUPSZJhRzyFRGyS8t7RJ8Ge1KJSEp4qo0XSu8pL+RmGQ3MFwaYfUlGjB2qWi8DGgug5IbNLvfWaPH+QxTS46ge1NahGFPUuZWIi1PPlZneC/dEeGr5IFUfNL8zwQcq+5gY2eOIAwy94MKpSKMDzHq+YzKgkHIXmcwYooFYbMToDC8DqJQ7y0Y1xOBcesEYIDDqSCu7dRIG6pPq+0oWr4gLbXHXiOdZrrLQROtJbGO4hX5RX/aUOSWRjeJeEacwt0L5QVWVrBN8kHN9yy00OjOEeQEwDvmmKSi+nAmBkNEqXg72JZTo61lk++C1DZHILLEARxCxTqy5S3rNqAnc1jd+45p9bBioKaLxCUi8DWDiXCELrCc60Oucyw3c3cQqleIBu4JYZtHWyo2cUltEcaZfljqzhbc70RDRGiuYjDmLJsZedsMm9+ZrYr7S1pRL8lHAzPhXcjiNQYvsXKpeVOOs3rfbtDoQgt75NS09kV+UEVG6kfk8i6GOuiNl1aJwtLe69S7vUtAfBjOJejHVIYdHhlbj2EW2UC0DrBqX9ZiGWvnVREb2hlMHMuvWCC7HyTAYV2agm7d6LQT2n8xNsa6Kg8FTuaPH+QuKC3ZKb7c3CvpUNKpempUDi7THz9Yz2v1Kb+SJyh0xKb7MMniKgwvI1qZh+jNVYou/DGODiFaP1FAz8RxkOkVTximrD1M438BAq94xS+aF/wIbc3if8eL/ghX3C+3/Isqj1mwXrHYWOiZxm/wCInXt8E/5iUGcHaOasvaH8ZRsfsTBu4XcCNoJ6RynbA1CrjGAIPbOlw3VRETbDUBULo1FFA+JVK3VUW3VisMDzkvHJdvWZb2gSVh0qayHqBWzhqd/8p31eJieSHInqf8CYNvlKal8oUb/KZt66Rx35INZTsQEx8mY/4IHtPUVKfkTVniNh8iYK+hLIhXsXonTI6Qn7tRN0l7RdNfONxe9VVVQKu6XtM9g+Iho3xBzOwtZ2sRX8Ewv24AYP0QL8ZOt8lBUbsqOlHeOEMLnxibPRuAWWeCJFF6IgG48Jk/hlIV9TEDg7TxV9ED0TpTFhMLP8SfhkgWvlzNZ7RC6aIyXaA0rx0mjx/kHZ/WCwTLC4BjzuXRzJOstlq6RQVvXQu3LubIU3l3UtkpnBjk7NHpNGltwGmNawctqkpBspz2leEKqzcyD/AFcvH/h9JAYAJ8ojEOhLUuDSYWfluMnzXC0GkcdQXmbM2KJ13AzEDXZqusoGbvBcf+Jt/wDKk1XNiNEN7bGJtpeyWtrGqhRqbEmeWNisrCAq0cluOy1Xb/y0/wDBVIXFlxqsdICrm7zfWNcxyQJdDqRCaOVKRT79blIsdmHEtddYreIbHTpXM4z1HqDdP/i0eP8AIOn95y8f3ht/9gDs2lf+2n/hR5N9JmSKaS4Moz0uJ2XdLixpiLdxShe5mDM8XFFA9LimEnVigWKmm7z/AOOjx/kHT+85eP7w2/3mn/hgMGkLnY/NIlPDBjULtuMsYjNt20FkciwqG06usuY/dw+dGypyDhFgLqbLO0KlLXgVD/w0eP8AIOn95y8f3ht/vNP7zR4/yCSnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqV3ZT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVK7sp6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1Snqld2U9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1SnqlPVKeqU9Up6pT1Qwf4/wD/2gAMAwEAAgADAAAAEPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPAyldLc8paifdZa3sx82b99al0SMkX/JyIZfPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPA4iNSwYk0KJAYM2AwdMzsAkZ4yu6pORirgvPPPPPPPPPPPPPPPPPPPPPPPFPPPPPPPPPPPPPPPPPPPPPOMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNPFPPPPPPPOPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPFPPPPPPBHPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPPFPPMPOJLICMPNMPPPPPPPPOMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNPFPPPDFOEGDGKDCPPPPPPPPO2Df9wshK4O/Q766/dLzrmT0R/nSZgBs7xlmsqgBsOqAxRw8qySXcCcYkvFPPMKFHJGBOLNIPPPPPPPPObXAZuxowji0nXV7mQzjJ2yRWKKbCO1GPQOgkL/AMj6k6+eoIbrL2y7IDjLxTzxgxghgCzTDzzzzzzzzzyz2hIfnBCkqPK8s11uXrTUK36HhJG5Kfk2PiqyUu9KPK5LMKwYclMQFaanxTzywwwwwwwwwwzzzzzzzzwMmkCKiVFsApfDWQXaRY6Y1hAcvgb1n9JFFqOV4tyH9ScxpLScvPIQwZEjxTzzzzzzzzzzzzzzzzzzzzxO2FDyF8A3me0z+DWCBDL9kE7wCBpBt6rPR+u3XO6YPIPazZ/CQias+1snxTzzzzzzzzzzzzzzzzzzzzwIUKjlXwhuwV964ajpafpw9jT/ABHTZ1le4xWjb0kLA5VHqLFTI031Manro8U8Gyc9Imc8888888888888UZVAtkPtNIAQo9Iw6UMMtBynxnjSGp8j9pYmUgWVOPZ/OGpLoBvIOypWr8U8AQwAgAwwwwwww88888885gh9zWEUKap9WnkWsKeu6X8aYmmEVq/j/so1jUaGj32mpwGqZfTTnv3Sp8U88wc88888888888888888q881aBELgFIfJwZ9le5TNCrbVlFRJuvNGgNuNCb1dNxusQxOUyidjRxxg8U8odwc8888888888888888swwCCCCCCCiCQwgwCCCCCACAigCQgwwwCCCCAQCCwwgwwwwwCzCQwwwwg8U8oFM88hA8888888888888/wBJA1hxXlv1o3LPfF5iZYAhw8z/ALP9HL0At9BhGbJ7iYL7b5rLLLjDLaoLxTzzxzyxzzzzzzzzzzzzzzytbGu8GQAv7M+KOpw5k9e2a+zLD4pMEM4Ny0UzuVPXO8tuSvUe+geZhi8HxTwYozzzzzzzzzzzzzzzzzyjxZdfm876UlaPtccMOrC/k34qvmz/AKn39L1YC7afBn1gWovmrf8AYMpvxw/FPEZ+SgDjhCChAg/PPPPPPK28bF4Rqh7xMUnrQISkqvBAi4hub2dQ8oCWXxJYQFuxNoVBjP8A+EozLbujxTz93QKPeDDPHFETzzzzzzzvhkhBTVP/APAqIMT+zsNoDtdywpyZtvL+Kp/41yynB6MTEQZ6SScDo7Yxr8c888888888888888888888eug0kXOc2x0zUq68NgUoO6jh8QjThmyt1EKPNMC1qu2Tt0kJhLCmjoVpC88888888888888888888888OzETHfZwitkI5M0HlAzP+rk9kZoNU9rTqL5GFRvuGK4PhRm6uOqL3ws+I88888888888888888888888ux8uFa86JrPrXJjlfP8Az7zIbx1qELfoqJMfJ/2z6kegCPxu0Cx4EqUnbo/PPPPPPPPPPPPPPPPPPPPPPOrTUrRNWXdKkAvuRdjnphPujnXnfez/AK411NJji9ayzi84K7CfurNGxB+vzzzzzzzzzzzzzzzzzzzzzzyzDDDDDDDDDDDDCDDDDDDDDBHDDDCDDDDDDDDDDDDDCDDDDDDDDDDDDDCDzzzzzzzzzzzzzzzzzzzzzzwciXjkflpLkPnLzudTWSCxi2JxZqlOgQ3VTzH8UHmcOdeDr7rADsAgDCEHzzzzzzzzzzzzzzzzzzzzzzwWkPAMtCxCQbk5nQO5E208o4n5sUQS7LlsMd+tOqiUTTUaZzfLMtqmoSyvzzzzzzzzzzzzzzzzzzzzzzziDLxORjinKLO5rc1SDiW51KTbMkCDthqh5UjIrp4OeT4Lq96SOLdqGIajzzzzzzzzzzzzzzzzzzzzzzxinTZJX3LGk/0X9MYsm+m+R/DYYz4x2zVhzZbTXfRhteV4aiCmSv508c+HzzzzzzzzzzzzzzzzzzzzzzxQoXdXcBqDQLtq8xHQ+iT8ReSrOG/2pq4uBWJdJ4vSbL1ETmbrHfUThyUHzzzzzzzzzzzzzzzzzzzzzzz6iKb08OT4CNkykdbUPvk5eHy51fZpY7OabOTUNUb3Ehad0T3ldXmqhK6Hzzzzzzzzzzzzzzzzzzzzzzz2K6LmsoTpBVT7HYHYPxKwOQh7MHh1IJ9ohg2NTrqRjzsR2aVGwPRGfLGvzzzzzzzzzzzzzzzzzzzzzzzmDeeXhrbRHd4CNyYkFQI2iJaS4iTg35IiDSjChBGOOBWLdLm5GnTwLdojzzzzzzzzzzzzzzzzzzzzzzxrC4EM9qPgQuIGFH+/9aDKssXbwyxs310FSakXM74P/u62FVGbFVKe134nzzzzzzzzzzzzzzzzzzzzzzyjzzw4x44w45zzyjzzzwwwy45zzzyjzzzywxIxzzzzyjzzxXumPOk3zzyjzzzzzzzzzzzzzzzzzzzzzzyjDDDDDDDDDDDDCTDDDDDDDDDDDDCTDDDDDDDDDDDDCTDDDDDDDDDDDDCTzzzzzzzzzzzzzzzzzzzzzzz/xAAnEQEBAQACAwEAAgICAgMAAAABABEhMRBBYVEgQDBxUGCh8ICB4f/aAAgBAwEBPxD/AKgBAyOLiZsNYFJp2/EBY1DEuqcy9Bztys4Tf0eoKv0gs7mDB7i0NMaB69WqjEgAdREDplfSgcu5AXu5WcI0vafS0uAMh4PyOx7InegoO0IluJE52wx1IKabt/x447Y3EHc8rIQ9zzhww8HNtg/bCnVY9fAgnDOy8QNm2FcHDcBxjiXIt6H3KqPEIMerSI/uyqxeo9WnFaDJj0S2adRubC3D+WnTuUK7I290Xl5T7P8A43nLJPKzAtLSAZmP4QYcR++L5eLVq5sy1btjG7cgf4K/P53w/jv6QvkXzL5l8i+RfIvkR+BKc4lHTfIvkXxLY/H9jtPc23A2HEcEkJjw+HXPfUa6tvDDmj4iHPpbbGI13YJDbITLLPGWWSLk5gGggXJjOIa4t2tlyRuWWWWfwDxe7Ty/LC4hrLM7/YOgmHWNvSXwWeDJYxt8HXhvUNwS1rqWNOSRqHpfFN0XwswuVl387/Pfv43FMkfhcwm/IRE2V+kbpvh43cGTNu3HtxirbLLAZb1/Y6/DVjiPI5byFdAp/rmAjpcXE94smJYNtvV8b4xOl2Ek0LsVD3cPTHJuiXdvq48ZzYw2/wDqywsIZDT2knlkZkl7RZ9ziMmOrBjcP9WQEvUeSMOsxpy5XYkchlwQ5hnUhx/Y6/BY3rssby2HLWYy7LrBZsks2S0mFlxD1KcOo54tyXbWp3Z5XXjpZ7s8dtuZ6JwHKIYyWPSy7eElijA2ewuPGFclf+vcBi3HLfrIBa5gQbPwwX25C6O/2HVkRqR85blu2QWjw6ceUeNDu9pcnhNnm4eks+4gucknJs9XazcizZnhBkuxEdl4g3MdfSFL9YLYhizgiax0WD9zxmVaXKEjYsb7s04kGT3P4ftn5d9TN/8An+fq8PqCfzySv8fS3Tz28DDxfAL7Sm2UJcni03ATO5aNmWclp7hlzGBxYMZ7jq5OI+J7O9mrfcNcWiBl31s42VKdIYw5n9hY7bcDZMYTpjfTJWSZ/ACx+o/Ec8k2TLnw4ndtnHFp8MzxLBKGHhG/LfKBWPvxwfwLdiC9SCfAj1dBbjiPQtnEqbeb/dhDM/s9eeMdMZYtdjP7bIiGjdndFs9yjNvvKdtq1h9vRtzdyzpuTNuPr3Iwg5wXRihsu22OWpb3a3u2s3b11h+mQ3myhzzLjWVzYd21tYR/Gq2NuTNOplJcl9r7X2vrdp/0kc/vvFv8tWrmzO4B9zg78L/F2cXzuGZU7LsQ+HBvRiX6F8b53wvhfK+NmkjXjI46yHuw9S+O/EUh6vnMo/8ADPUXNzaktU49Tgln9stm7jz8ZR2gFzZjyZsJ5IaSA+bjPGXMy3VkPpPQbI63aGeZ56sm9Mu+Hyw23Wkrs2nJat8cedhj+D78P9N5ZsWN5ldBaAXIcjmJOCR1OPGfslhZcyyXWRyQ3V1bE4eSLpmdUbvucDL5eQ5to7ji4S2bYsD34RpyzYXK3FksLIYeHQTin5Acc4k12bpiTakhcoEwzjLf4H7nEO+bdq1at2zu1wQmTP8AANbF4AIkE6T3xcAvkJHlXEffk0lya8BkY/0Wrfjwm6Fiz1JN7GqoJsXYxDMIeMiU7WGpYcuO/fEHozopBzhMPCJw3pvQx+RrrPnUku1bgyA4XuTOXu/w1atFu21atWpdtWtv+DtcjiDm+I5iBDzcmN0mxHWU5eX/AIhY/S25pNdT7v2d34tdSNph7IGzUmObbgNw0dTngcI03UbEI6tWR2Mp3Jus84WbwQ21axBCW4ZduxsjwwtIOYf2obtLOIs26bPdvqfpsHZac2weFjdtsVz5WrJtzPLCyMGw8bjsZ9IBPqDmVz4wjEpHsuB4MHFwh/Yy3efIkHLfTKOcOw7Ra6WbZHqt+nUt5lDZLAoWH9mfyTizIXh8y4us98sg2b3H3D2iGE8eNzu3wAOfHW3yCyYOVk+pbLifGdc2YxZc3KFeLfBkWNx9w7Iie8hDBbyukUdn3yGtnj+x1XLuRsOpwhjcPE4uT4j8HMuQqylj1ub7isCSzeorcsg5t87/AA/1LkO+OZjuOLfB9GfxFOL9C50nYWXdma0Y/wBjb6X0vtZFzN2Pwzr3CBzzfol+maILVqU2oALm/kcdXq49s8s2eIG3rdkG4mo28tmHbbbXg1cwtftwcgBuuv8A37OTduUtdbat+a+l9r7eJFxbf7lreWWRLNvt4vtfSVe/+PFDP+ZXDWGcxGupiW0uZUtYP24l1geEL3a0koTHhzaseDzt2p8BR/mACqqleMKavgRPYs8oDhfc/VvzGJ3/AGP/ABIT1J7uQZ3uNQuIPCzW6xqz7s9+OXUkw3u9ghxcC5vNsnPgRxdyd47qbNupJllln+LIthnM5uXu4+Vhls6k3xt3/smmzFJ8csMR5jfCxgur/Vn7Lto4S957JZ2E4SU4WtjFh9XcWED3HMgPqMmfACLGZHkgTmV7v6iwNsstlhPU+gigB07/AKlrjH8NZxcPAL1LWFw/sHZgkHQgVgB048MYtNuOMoqeO++5cnIbYyFOY9LH0lYYQIJroefccJzdIhbTzB7SSyc2RrmW9yYfAXVzd5kJ7kwTDcyTZMLDKHOO4w8IFsddE3fE3Ak7p9o3hOu57/Y7TgnTU4BOci2o3hME3bZTYMcpsnLPgczl24SDv7DD9Suk6sfrGpdbL1S7MgsTPu54XTHcD7P5RcIMQuky/hCgjzZqHunaKkDbsFqnaf6LHO3GmOSXMf2Z0WRzEZBDUIzRbk4P8DbDxe5CDz4dJzRxJDhmz7uidycK97Zz4OrOZ68AN5n8YHkJO9Q8sgB9XCMnBJObRtAtivuDiDHx/wC4l5NpsuGT/fDzIG0PxbmQmRLZD+x0w0yZ3ZOodsl8bQMg2ccXKHPC1OU1h+7cB4COrd5vVn8Gezk4mC1XukYOyyx/YWce7D14Xm2bLjikBsXQeJZXG3brwj0gP9n0+A3xgy/g4OID/dq6h9XQYGc+Q9vsNvjchnm1u7Y/bYzLmx/wcWeE58F0tZOFon5acWnPg5235b8h+Wt6/wBgc5vrfW+tpwY5Yz8zpsEDtkIWZjt9r7Q2LZZYQGwbxcvcDt6ta43V5lfP8BHV976X1vpYDbB5b37ZTIO+L7X2vt5r6X0kmX0sAW+1pEwI923BvtfTxKvf/Nin+NDOKS9z+/jHvYsZ/wBs/8QALBEAAwACAgIABQMFAQEBAAAAAAERITFBYRBRQHGBkfAgobEwUMHR4fFggP/aAAgBAgEBPxD/AOQduEEFHwFmj8Y2NRCm0iIY63PFMGONzKixNx9x70dIOD4NHaPHj5lTZNe0tjno/uyq4HqjCrustcEKgMTM5G0N7r6iS+frHsRfan0YjG0c+nI96OkEdPWk/wDAuQ1/sSXKQX302KctOfJDJat9MjpNsL1mp3sycXJ9S6R3rAtJ+MbGqu3+3qc3InpUvEHzWVxDDhFDWid0MrQ1odfDs3iC4qRdDKbzORiWyWmLCcEirDDY5NDMxdNE1LjT4+Y1JxPxCE6wlBFhNOS4cR9IQlbYkERUi6GMqmvyH5X5SP6DGFJu6KObaj3ZpqDa/L9xjl5CC6JBv+NKaZOhKl4//N7cVE7RQ2E7K2RkY20WN14It0PgZGeHvO8k7jHsn2Qdx3EEDDh2nadp2nadp3Hed53Had53j6U7GdjO1nYzuZ2M7mdjEE2mxIZk7mdzO1kD2+I0FoSozNizLk4NBaNvCQ9i4CZmGOZ0ZDsLow2wnDlohEOiJYVrYhKMX6iG5U8DGy/3OUDSUGJoigwpSlKUvgsH0YJz2UyM0ol8cfEYsJORDVHeRFxvInoaEqjB5IQ9mZGcJwMePCC6HmoghVEdrElQQpNRNCBmzWfqu/AexkN8+HPMJYaekZTUdsQ4ZGjiKcV8kQKJ8szwyVoQ1CootF8SNviRIespDttRjfPEc1kzZFmTYo6iiuDIJhDRKsneBIlotMowcArKkLW5I7fFiwOhSEZJ+Ci4MezELJlILsa08Epio/Y29DnsbkHWIQjayzLY38iWv3CsGWs/fYjLMdIdq5GJJ/qYqmGj0NsHzZC+ZemvAbj4jb4lRFQQY4hVMdqC0Nt5KhpSpiNB0vKH8C8MPGfFROBOGf5KUTFat9+Ofh6E7DZpoUdkkehkwNwFWfZhrY2Xg0Y2A3o0WfCcqPvpEK+HfokWa5KRsVuZ4Y/lwa/4o8lJ9B3FbTw02Ka2ISi+I2lYibGfIbhBLNKm4OLx9JJXwQteKei8VGjFPDNZEtFmfmhbo2lRpxMN7y2JsKeGkHC2eNwxbhy+R+V9jRYJCei0exd4yPotl7FJTMTDOBorAMo0V4E9BDMZRH9n/oQlTDZKqhuYZQQyP0cLvxrYkJnF+f8AX3mzZjFjImJzQ8iCIXjxTK8Dx4z8N1giHJ4fA6AkWEQSholNKlJUJSYD5RPEOQtkOA1oSMmmxCJre+CFSCPYsYa4KQSPAhQ7Dr+wt4mNoJGoTzhpfiN/hj1FrgS8nLGHoq14pRwxsP0G62xqX4TmRIcHYTWSGWBp4N2JUyRMcQ1wgiEjkR5GSda/RNeX4OUUW/BJhWHTZnnNyiW2IUISyJu0p8QauGdR1D0iWhYH+MrfoaphLNEl1lXz3/J/vEal5bn5ocvk/F9BGAg2Z/H1FTjZ0CeqRBg6WuOdz2YW5+/5gx3bf3/6IyfpyYLp/wAox1WmvtcmZpr8sHJBZc/cTi8l+fYhppFMr8YHS42NGJKkIhql2MpT879F5Sy/8GrD/FmPZM9ux4Bg5+MkZadmIms/n3JT5Qggt4OjziEYae79tku/q/nsSx+53CGuHv8AMDk0tdnV4HQdJqXxc/rQhPjYI2J8clWdh2E+xpOTehppUVOQgvEvHIpsdzGJmcmAsGIZWUYYL2M7GdjOxnYzsZ2MTVMj5PB5YnhW4CViRiCRnkTOWdzFKjIQhCEIQhCEINT4jYagzA0jXiKeF6E/NGwKfOaGpTwYrKT9QdVlG1g80jUPhSlMCQiUkGY5Wegmh+YlMDHYmI5DoglQQhv8JawRMNE5xPP6EQjwk/QtL4RYL8I+BIrsjPJGfeBybsx+Q0UUX7O4e0vg0cJg3keIhXgOIwxoK+Cd2AQhAnzWtEmijx5Wi6hw5UPbHlsyjJjd+ASvBSDcHyjatG37E06yiMeMwpDePRlEx6zF4EUfUL+h6wSaHwCwba0NBngnCBoTdCVp8EJ7Jr/QehbDkb9FYIG3QsKMVZobNq6L0isyzXyJNeFaH4FRnwyUIn+xIXyIkjKOptBWsGBgSY0TKLVgpakU9rPAwa3hJfcW2aXE1hjc3DKhEoyCMWscZE/Yjq0IStjNQXbsekSsYKH9xPNpEzb4pW9jNqxb/DkbZ7Ysn6Eo9Q3KC5PIJAqU/D5CRrggoUdES1/QaqEknkYUaLI1dmXwSKhKchYbEcMf3+40gX4Yr8UL9hxkwxoJeRXhYmFnGGkhWa5HCK5CCaLJFWRWBGlqNXhTJXoJTQgHLQRIjBG6CGXkgku0PxZ8tuzMaEYFogo2+PANvmomE+RL8gpPv4mbj2M0YlZMEyLimKcGSDXLwlUMFC4xNpxvhhMWZrRb4+pRqoTJ1clUOs/kU2v3LrEPW+ZXEe7YnsatGbiMXBvrg9Q0+B0SSUXjIvBjduyKiVmqGFUM2y2JjYwsFyOInexCQXJoJ7+o1kJJ8RuOPFOja14XBibGH6EtjNMKQRAN78+KUzaMg9cFyEiMeHapD0mmNpg/VmWgkcFFjApO0FKhZU9keRowS1HwXtNmWx+IS1oaGB5wieiCNd+Bk4ZHFwPEXm/EbhRoQrEqZIf2WNUWFDsNNFvHAhLPkmg55MRzoYKwqPshCsTZTJCQ4vGBwcPkRCyNJbNmhIbwMaEJNCwyarLcjCNUHuShPRG3xDVOk6/EzySX8dLY37v+DU3D79UTVXZz8RiDD83f8Dr9F+fQwqq/i+dG5Qzq8SRDS0cVKUqvy/H/ACNqkqvf/B01yCeW+H+KNbKylRppm7JKtpz7+gxIoPUJZn5gc5STxCERENhixvC3jkaf+v4xkTK78/IRS/H1Q2T8d9jWR+d+vsVv8b5EhBHil4urxPRBhpJ96/2N2lPxZgYlXvz6GTnxR4uoSLX9vbUZZ/vKVZjs8EIEHEKMwMJsT8WHqEESjwb9HyRLWRJqQgfwI48dL4lgcKjbfqXHtO39aqqFT/QeRF6F9kNIxfkiB0lGPiRtmcYNPFOGalkbVoaS0OSpT8X2JjY014jeyVPwKoJcjtMugYSjnBjvr/weCN4KQpfFKUpSlKUpJRdhUY2T6MqE8jcGJ8C+BP4tYORCiyNUqxCYMQomxfZfDsWB08x28Dby8E0Z+R5kKVB5tC2NwNKMaHYcSQ35MxeWUppIa7oy4epFBJ9hp2/FBPIkBrkwpbwNA5qHInSeEZPIk9kDUHSsvPxDxmVvIlFzkQUG0k1f1/yMqdXcYNbyWnApEhzC08FDbRkbJ6Y8TQhJEhnrxapi2jJqiXQM0Mkoekq4KbyJUYmzAPeSYxpJk1bkfGLWcOKxTAHoMIJzZi9DHxisTMfmY0nIugT3QTQimyKFnxGgqYtAQo7MWD93Ak70xmTRDBEQfIQPq9CcQTfsY6WZCmECMTmVDGS9S/KoUSwPKiHIkkirgiokK2Pj3Ejjf3FsFajAaLYKOQ7GWe/MSpaDYe34k4CUIw9EEqSqMsZNIISAuvg0IYKg3nAtXxR4zKvHhIGyZAyNU5KrwgkJ4hkOYkT1INXAZzd8zLIxa8Pn/wCCcsl0JnOx5ZCdQjYejbwK3DQ9mAtMX5C4QimlFOXYjLzLHLhwBSlyTnAbHoXIXBaRL0bhCcmF2UbTCFg3I1qCRPWCmRlBPA9vxG8hOiCwxnbMMTFvvHhHOjDIlEgyoa8+G4PwtjpDwxsUejgXhegh7HoSsSWY8iWRRCQrikCVpMtoq9Da25sQKIcCLBK2e7RzaE+IP6UYvyKFWSFpDMiGINkJL8Rt8N+E2tCTsv0MtZQVWxr7OCxvceAy8WYQaEkYEEJDWCUa4EmhjSow/wCleC48IhYXoqXRSa2LlN/MSOfBg6MS7GuxJLk5fENVRnQdJ0DVI/PuSX0fPjgWdvD/AJRNaX8/lr2MBp/r+R55l8/z0Nr3xz7g7eAdR1D+oUUUPYzPJ/jijllLn6/Y4PP9KJYmm5+4sWMP/m/QljX6Gk1GdZ1nWdI6mQmrGWOtzj0Sc/l8/wDQtD9/57JY0dB0HR5DoOs6xCESEyr2/wAkCSwlz/Ilb/Fn2Gu9bsZaMLNrKOg6PAkWv72hk3x/TkErYnXMY46/2b6PuKJJrL/6NSR4+H+nC4kk/wDrP//EAC0QAQACAQQBAwQDAAMBAQEBAAEAESExQVFhcYGRodHh8PEQscEgQFAwcGCA/9oACAEBAAE/EP8A/IIIii6Y1CKVCupN3e1fWE9ZE5oJv8qY7Cg1uS0CTSojpWM0KmNOBqrLY2PSf3HbZMK1JtcDJBpN6YhQW6mCiNqCDuF1oo1GkWqvWMbQWsfESCbQwrdcECiBYBsxbYOB4hSAmR5i+6MHLDOtql5hqgrDPNBIjxB2sjPEY8xBweYiND8ly8l8m4wsACib0w0QLBgbVtBo1GIjoq+I8lTqBYVZbfSvMOA72aegz1ETLeORgPVtBowFrJrRR6CqaVesRMYvdpLQCFjzBapaFrYLYHSwQUajuURJClBTiDRbBe+T+EzqLXa2E2DWCGTDlSQGrxk08YnpRwb9povAVFvEcCKit5lGOo3ioAIUwEUbutIxs+WjDii7lxZiXBvMF/MDp5lUK2z/AP0Jfq/DaYJ2sa6EdEKVeHwxK7wVVVFPWZeNY8Rl1Vd5f5Plf6h5AUiaxKPX7GkdJeg2Kut/EZlVV/pF77/UfF7ZXxHvLI2v/kZflydfuaGMr3zMl1qemYRrKeT8+Ikjxehr+eIIn49yNVJuc9wIqGgnyD+4gBi7pX/JlZG91/EPAzQeXeKwKNI1xXYnifmOZ8Sf2J8r/I0nOFqvMp8Ll2E0EWUbpWTyjzrDfPc+X/SOQZ97K+Ijp5rN/wDIyelgX4mCUyC7vpPyO2U9B/sJ6bfuy5+Q4/j8DuXHgqwLqut4Jvpq/QxGRZipsfnEx8mfkdTXtqg19Je/KX0gRpvT1cC1FXPEGK3yMwRgtDXpjAArC4fDDqjxqqeP/wCf8MEUcpv9dQqXA8HMtxrpcH1jRSxCmkZFkA8RbFlU0qJPNC1UcIFweJdWvRpiDGmkdfM0T4n9v4n5L/X8CIFwpAtQEKjALoIFqbp+6Jhjdnmc2jZFH8ql1+4dTSmA8NPn+PmH9wYsFbKlhci6KxEz+0TiOGmC1vMdBWidQj5CHwjtCIW7eapNo7n43UQ4AEtB5K0Xc0+TEJJiuSU85716mz5/pCRZLgDlILVT8FxMFYsnCYEz8R/TPjv9/wAOgUJo10n5Z9YJWAOAxazt5jhxYA0hsawDsT8HifNT8jqZC8LjUWfPb6QLuLNPDcf9ZdaV4YkBtfMBy9ueIdUZRwgStli4/wDS1f8AnT51C4VRDogCkElDYLzSBQCOzP0SI0fIEWK13REbW5A/lAEtwiIBNxjoZagT9UgFIFdIi5ncKubQrYcqzAKpOS4SADg/hBUHVCv4rSHCR+xJbFchUA0AncMylmtmICAoG/mG0CcMz7XRUAHIOzBEEeCoiqDwV/FJhOFyqKMcQEAR2YrSNgxD7UiwhTcEt9os/wAKK46oVKMHAlypABsH8cicWP0SKhVTSzSA0BO45Z3kP4/pCzAYBHUYJQjqBVy0sHgqIhE4SVBA2CoHRDsuCe2FRAoCQRYbzSH/AKWr/wDIJq/82FARWAumfpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+kT9In6RP0ifpE/SJ+nQACgwH86v+hK8h5gvzcHQQE/8Aw/V/9pWZTNnB55gMQXKtWgH9w3tECC4AKFLxoyjOYG32Xm94f/hur/7TTvkd2lujPrCZ2A003dQPQSqR/cvnE+aVcMzJoXl6od7er/8Ah2r/AOspaaAyV3GsHeuYAwFU3KfwglJYzrOaFtVEN9EBTfX/AOG6v+USmwbgC2aJEcUxpStDIVf9RFh0kH/SVLtI8pS9inXMF7tyaqVKHoLikAaHPeArMERasFtjHERUu9wnpOKInWCs9FwvdxKf+kXA5o2jnABFq0x6QY7QjZQP7IQSgjTG79oKJaCVaaw7L7BwF37T93hLXKqPaG5fQGrz/wDgur/lPwfOJ8fLpsPUv2llY6vK69Cq9InVt/CuY/whV6Uhr1EAd1ZTVqHX9opIYt2VZ9DMVgG8nLLHyW6YmfT+5V7sNFjp4CNiwvUOlyhs7IMOqxGgmoNgusHggKU2ci0x7fwkWrHxuH9LT2jF3be1WnsIek/Kcw3IgVgprDZJ0LPdUFI0mAGPivZlNxL3q8f9JoimeZ5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7JdlsDieXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyeXsnl7J5eyC0Xh1PL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZFYv2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2Ty9k8vZPL2R23J/Or/AJT8Hzgk04rTONrx6wjgFPKO18tsNP1YLsexHffchSgp3PaqyDyo+0SILTeuPSZH2RqJpfpGMjBtpJgFaN1tmHYzDWgto4oclujzCOlGq2tVHqe8e15ZhV9I0haVXrBrR1vqavFYZunhzYcez8J+U5h+dw/jJMG8bmzDxDQHh/0swJq6WELbWHL6QbT5p+dS37GFChdC0/Ap+JQMJ8WfkJ+IiaGqdMqCDVbgDZstB2EHce7MV/1YVWfFgmGeQ/s/jDK4G9TPX9kEsx8MRM/Bn5l9IAsvfTLNSeGIUfJ9In9rC7bKMvp2QJDZX0YhMjWIsntENfzeIPpf1fSJa/N9J+BfSaHP8tJf976QSxh5T8K+kRc/N9Jsf3fSJFtfK+kxjoe30g/3Inr80EB0PTPxjE9fmiLWrynb90F0+Edp+SD6jx9CVCqK5f0iQKm9vpEs/N9Ixoa+FpxOz+HU/D9Cfl+hO5+HUt/J/U7f4dTvfl1Ox+XU7H4dTsfh1O5+HU7n4dTv/h1PxfQn5vpTu/h1Py/Sn4fpT8P0J2/w6nb/AC6nb/Lqfj+lO/8Ah1O/+XU/A/pPwv6SiBrFlexO7+fU7v59Tv8A59Tv/n1O3+fU7f59Tt/n1O3+fU7f59Tt/n1O3+fU7f59Tt/n1Ox+fU7f59Tt/n1O/wDn1H8h/ENsxyfRmxf8+p3fz6nd/Pqdj8+p2fx6nc/Pqd78+p3vz6nx386v+URZQE1BKizG1y7ddIwWFlQJVndMuDBqW3RV7qKuL4aSlP8A7cGmzkml7CnoRCWkBdepHRSJ5N6vZx7Rr/sRjvVbyqKrCnnSvP8AF1DhWtlowPEFizvgasojoxXODSCU2AFGsHsQXtAZYpbTWj2RijBuih/UHl5MLABel3iKFVdAY1V6XcSu2D3Z5joghaoAf9LM+MMA6hCBu4GBDSfEhhtcG547mWBwsUWalu8RXTWRtur95QIAvx5OEZEnIfKKLTbeWaRqGg/5CyiwMUL21X5uLDLTunI1kmhEtWFOdodwi97lQp6ajWYGlG8VptRspaXQiwLJrTR8xIEEXJRq4ILDJwPiAXwHUY9TMqQ8sn8NfWKvFaUUeCa2CbM+IgKerQ7JW3tD/G5p5OYXYcirGai5ftNIPrUsyq8xefSVKJCcObgrvG3XmDbBdMGcC6uJ5bXxL0+Lho3xxKgbrWD40YmkkZGtOytZTNj0EPmWFsvMPeWKz1Xiu4hQlpSV5SoOeojeSZjAevl/4A6fwI0VCTL+B/EMDkRy80TnCGKSpY6RjwlZ4T3AVglQUI5E3lQFhvzn9fwp/DIn4YRU8JUrE7SiVMpSURhjC4roiaxUwI9GtYHMqJKjCJKglNdp8Y/nV/yigZjaGXWCKHX+oaaLgDtyCvrMYg8AObHWzfMQY2Fm8rwbzcKZpNJlit5YC1aFLwLzmCdkbxObYyV3kGTmyMlkMLGE8nUyn/2sErieWYgyruPtMClqF3qK8GCag3/kNQJ29zep1EXpyDda1mDE3OYXY6dS8IEKuwUNahs5JAyLo5SAdilVAl+La/yVXEICsLmoqN84PkP/AEtHxhx74NP5uXAnrHFQ0AaW1O0dpLCUyDZWIuN0G68obXjEHV1W5RwsvMJRsz6bjtrBypWDg2bxguorPPCg7om8CGrtSvmJD4dkgcPZtNH+Q6+k0ImIM+sQcGbmlFMkFj0VENQsKV9zzgjXza/K/EgsSQNm+o9MJQQMm7AHOi1B3p6Zlm9nNy4UZrqVoVoRgw5GwHjgrB7xxIrJYbgNzRhQvqrHujOesUuHjqBkCN4VLTvFHtDD/wBLLd5FxApScq0iTK9rIlxblkUcqBa0mi0yiitSuax2QG0uRx3q3AP+ywE6L5iGo5lHXKmyuGWYJbGvWELDpXgTuC/EcNMm0yC5Rvedx1Qmg7NoC0Zyz6sIDWkI1aTxgf4nSG6p0zp/F6gJeXfPc3IwNL0NpdCoBvPnjSIAXQop3r1iOH5K/wAj/QFC2TElaPmOiTQanUpUqMBCWrtLUkgcuOIE+rkyjve1SiAHRNHxKraDX5P6lSoH8lF6SuohxKnh/I/yKg3lBhnubhnCa3E4rCC3dr96WC4/irkj2lYnrxCV1zZfR5fvPjn86v8AlDtqWruqPlil868bjo2grosmAt0McSmCNhNzRkqHRk6dalHd4l3qVUBhfrMxyMaKu/LDcyLRkDg7kQEEfJaPUxS7B0kW7DSHuQiyy9Y94YsUwYNas3rjUC7qCnNJQ4HFzWoOgq0RDdDLKezzVRJBU12HfpJRchDNsLtIUXHfkqHxNlsFXwjuyXuvyrOLTmVBTo1b1f8ApGydIaDq4Ef2HsHDq3oQiJQFWrINUrreOIqsVRm9UqvfzCLsOif7c+CeVKDSsYdTPmYYngHaNXdIdeJRRYFasa5WaqriRFMkaQ1qQHq5LySn3FMLal7YQXiKaHHuSgQyWhGsnF2Btsuwu0AJEdE38TWfCmg6mn/CZM0YPkQfPGENbfT0i7eyrce20Owx+puL1tGMLxN7WP8AOYZZyhbXml+IbcGUX4UYjOAgLUvVhELRC8hrzKJdG4YnIbWQKKu4q7vERTmMrkZ0zG3VTo2C3GKGvDAi6Dwm+T7ZZXpaBRatz/JdSJOWDmjpd6xyVwCdlIB4RIiusvaXtt93R6a5jaN9WblfSUNnQVXoB2sdIElztWO6Kv1jpWNQejbLGM3hV4wB3zL+VoZ63gesZqPaMsC3shVlNdwCgDLTyw6fwOkFPCH8B0/gGJTEhmuX48QpKQtJ7/MqLnlrF5/2DDJUYwd3BN85fsMd0TmG3EB3UGevMdfdia66lXvHuU7+fs7h+whsePA781H16uba1+3p4gv1A2runAu0FwLRj4jotP4DL2f1KgcypUp36Q/g0Z/hSMU4lK0njDliIGswk26v0RhYrk2n+4pBKg6AfhZStP4XqKxvmZ5ncIw6GLrb35qEhIBaUxqXl1bYK3nxX86v+ULjwvXG97hwpa0X649It1gC16zTjYmHrG97bJ4MXEswodhmRAMytvfMowFd2mmYoq9+JC5oFc+vLAfOHmu7vm4XJqXD5Ix12C56QqYKAGCZS0Ok8RLE+VU6i4Ahmz1ri5XrmtcnuAGhVKh6Ty15ejiPt8VdU6joo8jLOMf9I2TpK6eCECB2zOzaIKK29U0/plRbcq2xHx3UofIktIigkbU/2xLzSXVXXXN+sK8igLjkG4c3nxKa3Q1jOqC7PpC7BKZPFT+hmkQ4cQOO2O8WN8GCvMIN3c2luCC6qjg2iOqU28MAZS2hwr0lYn9D+58VmjN4arP7Gf2kGvvEhBouXxtGlP1/cYjY+5cyl1UvabF9mD5luVQ0YTMMhkb0m8F5VsOrk67xEqjLNU3a0zr9I82xdOI6MvabLKsIN7HCw4e6bO3ruHkoxDpwupiq09Ym4q0uDwLQxoDcggOCdbYgS5I7hyVoptCL4QU6rXO8aIQVzHt+pf6I6rCFpujAGZ27HsxqKfEEgvGtHbCJgK+kb2gfyW54CoPcIO6a34MwhTFluviOQFA1re+oTVwhxjEvoQUP8phVBpT5j6fECrRoNKeCYUFOzTX+OYZ/ggdSpUJUrEaDNYtlipVE/cS661ueAdsToaqtNBZzBENaLhVg514uLWWEJ/UX6JBou2sXajh1LzsgrlNaOO5WHN8AXjo1N45E2qIbYMl88F7y1sUNXVf0wmzJS8pkL9CoJzAKlS1zpjf6QO3aIZ1613vUOCAAVQtM1qn0gCoVTZLtfNPUOAFaBsfWVvA/iuYLaeiV3KK0i0W0dyyUWq6leJWJe9gns+InGciq71aOhp6xeBwDeS2XxggNSokYTqJHSIkUMrW710N92to/cW0Kp06AYL4nxn86v+U0Frr5g4/6v79+/fv379+/fv379+/fv3780MLGF5QP+k8WNRUwv+8QvMSsF2iisIfMRKF3Fja9XiNRI4XYJYmaq/8AHEzA+rgO8w7NnRvd1xUQWIG08XsHEGrPGODattIYmV7cfNwQtv8AoQvAG5r6qRJulQq7yRgATWM+8a+WVflWArQZdgRGgXRyE7iMaE94PbYf7xLYMQ/OaHkg1d5TKOwdWKVi7xqfMRlcc11UFSJycXUrAs25OEZWhKgYB5mt0395EMwTDR6epfSpLR+b4295cWd29vHtG96+r3hrdMDI0un1jPddtQr4ae+YurpoK9krgAFNtzLkzqvnx+bxAJ4jqH0jQJtoGt7RXY0cQXLW3EsYFBgXQ5v/ACXY/uK5rgZ1AgVseWWUNahbe+eIzI2rXTimWKUBZacX1tLM6Kzn2vYl8Wrdqx4L31jsksVpnwcx/NCFoNWM9R/c49yv6gy5cBAGjAujd8Q5MpuzpBVBVNJ3B4jEUU019ImuUE0Xd3GUqZm9/MDQFl78wbVxI2eeopBEtQuL/SYu7b+uYettcdi/pFWhgmheK8wGKKBfPmXg60bHF8riBzAAG3FRtgSvf0zCZxJdL1+X9ymo47i2osFsb/TMU6stOIwbwbMBx50PaogVAr4dx6z8TJY2hVuTWq3PMosHqYAyh0Vgj+FoNbblHH1If8jJfp15gxvc8itu7mhArGFnmXhF7JoQfw3lllTZzHxHAesLL00+IwoWauO/ExXEES+p50gmhAXgmMJehbnpYIoBqoS9NNVnuN7FN6sOew1GpAaLClWR6NbI6wGhiVOpTWkrqGWWJgSJgZbCu2stFtgexvqw0nxn86v/ADYb119aag+eYOpsOVudRni6lugaKwoJWdzME2oaBLbj54mmhYJbpXbmJUNShOAb9bhrBIanrP7ioKIqyO97xpB9lAeOMyqTGAZe5W0Qnmc2uC9IbV2LHAK0+YCp7ceDHIm8wfeXJcSEOnlFfNR7fwcTWVq6z/ZMExw6zKB93FCoU6QemgQq4aJ+swT4SnWVyQYLrG0K1StFQDL88UVvGqzDV+czBhyJu2ttZrExojSGR2R0ctaW3k5uETbUfl33HpwDYa8kGPB2aDd2OviYXKiYppVHDECM4g1Xf/I8QrJao8Faxc85ypsW+6Pm5Y+iG1lqntxtCHz0MOCvcT17Q1G9dv2gp6prDFi8KJ9Yg2gC6J5PzeJAlS3Y09RmPW+1vhStVfZZiQNsyqjpr8xuiIcLl4OSFdXFxztfJ/kP2BDUUWXGgb+I9A9Yuva+rxctZeEorOb0q4UarjBHRquYbAfjv3hBo2VeJS0RzlpV8yn9PQGb2geSnSx5l1L4zdvpB9/ulJXubXXvUOwiK1UPfXcSoYhk+xEBtXh364jUwXNXv+tZVzJsfUmGZcCDUL2/yWFqddPWNaTC1XjljqIVZYIZnAOpGWer2LryOZn7Bq3rcKAd1ZCnHrKIzRo0N88RkyAoWsbR1C2i7duNYNq1QupmoCvQH0uItOaENUVG676ZZQYSn5pKCQDoHm+9oNw2ShAwcusbFuxivTRDJXB8Q3zIVo8F9VzxLcdpavHfOif7iF41/ReL6Mf3Gm+4C36QI9gZ/qGk82q+7EXEh/0jDYZjXpLS8uqFK3q0l6nZTQfjLdSstq73txWAgixrdfBWjBos1iZC1jjNeYAwMRAqoXWhTGjtFwJSIaEvKXWdpcOmNtoyr5dOiBy1LTKwW9a4lOm2uoo4LkdfMcoNUUK3m02OKh4repRGlZ5zmoJ0+FUR433lumOnd2ruWKSOYmWno1XRPiP51f8Amxjq1Kt5iNreT/YXSYPHdi6UtM3eal9sY0Dh2OzxcKttcKdlajbFvrHZggM6l04ztLi7WL9wL5xKQCSgRfgfKWEFu1+zZw7Yom3RU26FgO2oiIqO/bCmz4hnc9I2LTxDeilZp2TZrRzxUtRFi58D3tHHSMhLNiWMYwPmWm3DAGB/sXKEXTmvjX3maHcOz0c/mkthiHwhKA6jfHMq4laTA4g1KVS7gwi94qviXLQVtNsn7Li8PAOl3rz6S0xINZi9bDWaUtstY7Up9HbMVUcGofZrEDs5mh8NrTqI6iIhB1qL2+kUQ5WCXgUFpF4+FiP0hNkd55iKIVm72XQarLN2aZZ3tqrxr8zUp4JtyNn42lP8AkW5oXO948Rjorrty44i8YATjgjnXPpKx8iynpdCijfnuF6EOcvdseb+kYQwZOnnl7g8XrUAVvh1xn5iyC3LeN6eqZmgmyX0wUJ4XaQNu5WPiDapgWjzfJr7QJI60vvrPzEaE3FfRWCcUpKANKQTetgXTInrM+4qwX3VFQO3mMjlR0S4RkrQY8CDjiIrb21hW48QIG7JU/ZWbCWuYagQLq/zMsRThas+OdtZcwGAF16XK8M8YfBHaYIFjrk+kOFcJiccIKXvDiV1xF4qKwrflZinAZMGlRJcw2tYvxLXtizgO+od1IFeeAlJmJV5PjeEgLDAU0vGtxltdOGrvcJz/Yc/Fw2AwNgTzviWJOtqOzsaYZASjvX3jhVSg400NnPrNwtccQi7PDjiNeQzxzeGa49ZbUDjO2lUpevENsltui3maAwEHuiQ0Qdn4nMtNmwPW2gzAPRDEwYW+WGwOy6+3MU3oGqUMj0sozVTchUtdIswQEG0KNdYpPBRFd2r4ujX4l7dVgDvIYUfDVu0xLyWjF4yGWrKN9YfBAW1JnFtXp7R6NzdMNPdfvLckIKC75uBGAA3YNilQXhqbF6J0E9wSGoFCr6u6EMXlx20gA3L1XxNigF4rAtZHGLrmW2r+p3At1prNavhqW91yxbedimfFfzq/wDNipRag9xwHNR00lZj8YV7NHLk3iNWbSp04Bd9BiZlAW2tFZfSDQna6DbTrmFNNpUHYHuUprcJsO80MBpcXc10vz4hpxHMmi3Zl48x/cYpuunfJAca6r0dNSV+lWK6HReu4VnWms9U1M+QNEearPxBWWMuTxdeYa57HXcBxFLMiXRxdRLYG+L5S7VbRPxNJcaYINjAaY0aygLZrCRo/OjXUA2Hk0h9MZjGcqzEC75KZ/TqXdDyY+juRQtzC49vEJ5T7jdg7iv8mSR3bA3rkfWJXyx/UTfSOUi4BWX03YUuLhbGePOM34lPVNk68JesW0BlsfuBuDsaCqoVg8WJ7NxVWvvOynrHENw1DW++5YI2saU/Ep2IhXCuGryX/kIhdhqznDG35xxLZyGaqHiZCjYKD0I0Da8ao636xvWkGXj3IA/3EBw+OoxUAvg8p1x8y8cRIV+IFoXLy8PMxElHp77YmQFF1To2v18yu/hJ1DZ61N2Fa6eXbxmEJa4WI71V7eJUIunF46dj6zYcUWvz0iJhRYwfniFYcZ2HGLOYMMQ6DbSpXYTAmLcIc3MWu3x9Yj17gjW/9xhjwf77zDMWYlC99SvFsB2dPksEdF9YcoI4H3hI1QOBr/jCuoaGVw3jN6V6y+ApHzVXbDe0u+Fsd2U6pozVxlD11ptFaGTniGOZqopzjjxEq47hHPjxF0rMND4fX4lA/dy0k6EB448Q5WmBrwv+4iVsGlWCx4LPfiIcTbvV2DGS7YBU7jxL3KNSE5ELtKxCyFZbncvMc1dDA7FJej6QDcpA+fYLuq3axL17IspWNNr1mXljTqVb60JWrgXoiULFSq/OI9LNYc/sQRLsyhNGkgAUGzI0vaKXdVrQdXomp+GH2Gtrqv1N71g9rXJ5g+P9gehGyGuabub+J8R/Or/zYjC5I3gtDNVYvrHAFQUXj5gkduEPZDFnHRRm3zrBy4YcPeLB3wyy+F1WIgbK4XetMuzMpaveuI1anezjisWWIbD4AcvtiU1Ov0E0i4LihxE/TUe6uyXeWrFje862RW+cRKl88uX3im10kvTd7ykS2bf7lrX5a/2X6lZ7fELgKDVbeGtZW51mbP8AkcB8TdweaeiIaqOAdfMvIZbdio9b1jUq0sGDxfpmFYilhp9c167e94LVNN3jMpMUNXUJRK4fYR9RlV69PUsGScFqX4yStoytsPk3RIpiaFqtt6bSor9Z7h3zEYIJNgliO4tyizVp2DDnZ/yPjdui657GAM6PD1crvAStHHk26vMYCwlG0viznFXCZJD0Nb71mkGYya+kpctVunpB4+BdGUbeDhzX0inEQyIZdJcUEa+8ZZval4fmG6iuPtBnI+ss4+2WMqqaAQXfnvC6wOfiMFHX+oYUtviCqo053gjEKOVr7H9kuquDHHK1xD6GcNTivfaGGKS1LqO/1E4bB7d0btl9Z9AyQKkbvIBdEReR1WyyhBLaGeqhzgS1fp4ha2ssR1rxBpw0VQ3xxHIcdkwNr4iNDSsp4DzLwwIhtL333L5O5Lq+k3OpuwIOaeniPlCni5c8XBr0xfE1+cZ3jQqXdQAZoc+Kuas+v6Qf3MsOobwakH+wDoOiOL8xDhwBqhcGwK903mPuRe8imzf1jxGFQ5WtUWRm6npwONsuP7jEp11WL188xMHQ/EBq9xdaBo33iDwBLdUMFPrDW5+n/d9Y75IyvVhMvbRdp7RA9QAySx6hPeYxBoHTs1lu2MC4chWrSqyNemsDCUaVsR2M7+ZSB3lDlO46FHaCKcB3HcB2C/EFgsF03ybQoARYgbOoAakA6crKeG1qs51zyMJEG5Uk1N/SC4nIaGllfMECmwYenAZ34h66hGkUZaUN37z45/Or/wA2KOJ+YwKFukUPh0mAEKLonTx3BMDoqscmj+bypAvgl42j50rbDMxEA9HzBbbWDBOb4j8YLi7LtyalwNA03gOH8YFCeult6p16faNj4Dg4t0fMRK5mgbKefaFS5bpdpa2UKXeUKrFtNy46SoDADwrXqP7bBIuV4trfUba5RPi4XKPZVLg7XTrUyqSFNLslKB5UjAwAV685gQmcIV5S6h13y4OW2u/zKwhNF34qI6TGzr6RWjg1Lx6VMviU3y+IBy8lKrvEgi9l1569oTjGo4fHiJZAqHC43dohFj5eD2mUrO6mTybQhTVitwCbp9JlCMUAvpwqoQi2mjXnvSALZhpDcOHaNkptuw6KVveU0rasOw7XmDaKdyXTzABg7mhlkBgUOR5DjTjmayDBS0u43O2YJZYMZGtl+kvILEB219YSWYXZe5LS6BhPzHL4Ov8AMHvdBhOTg/hBrEclvmVwAMVg673X5copovH+TX6V1rGgUcp/fcRvly18QCkUn0vp6RSCYs7N/UmLM9S75muvPD4t2Yl43ga8Md6RMdPYr39Fx6E7bW9PXjmAWIC7Fl+5rFKw2U1fvAaLM6Druabg01o8sFLGoHPZ1MfAsWoex3jLoQoNm0PKSurfqFTtdFXiYcrKpR1iVekomU3V7j5tknJcRyTANfV5YMMwW7pvc8lM07pWSuIQGVKYV5TzcogrjTfphbr5z8x0E6xqzLUVjFtaetPeX1yvMdDwu0daBJhVKzx7RrtoLRqtCu9cZjsBlFlMg0FOQwHpD7LKjQdEeHX+5qoAKlFtGihR/bEQHKWDAnGQYvapY2SjYG2/niDBJtdPNfeOdd6kZ3Vv4PeMLKD+yMU4iJqB5HDnBszjWG+njoHz5gCMJZ0aq/XEY5sLawU5CmdsEIawNyOg9xuxlsAB4OouSbdGHcpVZ9h2b6EUfRgyd113BYbjX2vT/niIwODtcmyQNOQUvgFOH0lsYMbA+GMdQzdtf3BtWoKtXT+pWtthQGj2OuFg/Cl0sdwLxZe75g1MacgCo6IWdMl3PiP51f8ACBUzujzQ16wOLoaL47hdetNjXhqYZJai/XxrGpSzY9TTaEmJQjfuQHn2Y38IHbNwV6GZbSmoDhAs9YUIShG/chflLZoa5qtmICjah9d1UFoNAGl6ar5/7uKEEp39AinaWUPtQ8ZzErT1uOc48HZ01ESaM43ygfiHfrSRs2s+Z4hbaI2mj6+rCiBlzr0qHK84q0mL9mko5ymvhgUQroDw2cOJn1GwV01X5URyMGq6OnqvEQmmdv8Adouv+y8CJsm5BZIOxQtGKpTGXwrQv0iljKU48JbldLzVdei6X49InGzKBd0ah4uUK0qCpopSvbxFXWAMaaLTH5ceDSi647YArQU0uyOyOY90DoRelArKZxxrqp06ivja7/qBiIo52d0u+7jkvCzCDvO0poFxdqtVaupXiLogQt29zGIt21/i8bfhClvMKmSsXbp77NzMymGWm1vXOfEeARzVPFb8ZjCYKYnkBHpmQKS+Cauav4PDDRFqgekppdqrmNiAD1b3p3eGarmgdJx494J911D2zzDQhcYfgEAyHTwrzx3KWSlGY4s32/uanBfFAVAMcpYKDuVXpiFpUi0gOaHLWMO8GSuJK+C73vldolZcQ1rOhzjq9U2gDZoGdPOcXtc5tiZrzisaVUNWS2rduluPSWZwC5D40i7pfR4+dIwiomUTXjeEe4Qv7o1UFW60L3jxBPQVvjGA60+SJGrc38y2lBiH0hX57Bnanrj1g6ihrzsnzmFlzOoKd39Y+mHfqaq9RrrDsnOb7m+MS7HmAyIsJPsLouWAC9WbxyKM5X5DqdxlPMl9SWQ3FL35KgDBQaraM8cjPEqd1xAGr5xK3wYXX7ww8nUaRwmQA7/MzJlo3TkxNH+K0b01dmNJooi0v9XMYBolZHvHgJKQFPGNag9su7Bb8sdxC5NMC1/PQlNO/bxLgUWCVsDdpxpUrGYdiE4o3AQ1fLmBmKyKL3rw25YxtgVpfC3V/nUr+IITTgS83VF4X2mqKWC543/upaptPo3l494yLW1G9UZfXHrc4SYjRSrwaLHfsLxAFQdHAZ17xBbqdey26FxEjYtFHK7YrvXFRBR8EGXbSqzQYc4g7A2CCoG61pH1AloItIHoSh0ilZbiNZ03weI9TFGnR8jB6+IeD0BqloV/VQQjlhfVaPN935jmPWDXwMATG+0eMKwb3S3viMTUBGvCHDB+XBam9gey8y910XaNQcWZjNWpqwKcndwXzYNMNE3x9J8R/Or+YxArUtbbava7ivBS6XU321juz1lfPDbXWLi8tjl8194AxAwClkt2CFC1vB/UvPABC/KVj6RzaYo2RyxenzKWwtUfNW88AyZ1hwkuFFhov1IzbiDUm7zpokfawCZHDX+xWHn/ALiLrdVSouCyin0zh1zEKxFnWnz0Qq4c9Yni9Wv8g27qJSw+8bLlYwO949IWC+QtzFC7l1LGZupfNZ0qoWsFnJL8wgI0JPYne808z0j0y/f4tlPJvFoZ/KiBh8sq4EaK3CN0RjKsijWzYR1wXka8GKpUR3mGyjPoeTyG/pEugtKrt52i9tedYqrX6x6/gXUuSVz9D/so5UY0nT+PmVFsZxa/Gcy4qtSuL3/PaM2kOfTXrWIQ0YKF7desViay5e48Bu+kdt0gxlbdXvD0FsNSDMWQY8Ct63+orJi5pbGy3f0iVnLd3eWJegOquhBVjaEnxyFO8vbVHNPHXdxw4sW4EHXZDzxL+9GzyytMgMHq5qKXr4rXgRmeAqS+LetZYA43YQeiYgJlB9RWMDAzHOVK5LOoqbmlSnneuoyVjuwuvXztEdtFLA3ppdQdcAWc474reVkbRhae3fMxIL0TrxvoQcT1wlHZfrKpqRtts+l7yqiLTGjf7Z6HMNjren9en1meiNK/ExG5ToG9wIS2l78r28+ktEiPQ2TgRmgzwEQcVEOrUTlELybAE947tVTVUYYtpt8OuoZ2j0nSWusMj/sCilgKw85h1BZVUSLVFWWhPIDdj9IwFERv1W7E+UWhu2vuBQAa0pfEorwz/t5gmFr0Qp2h8oZjNYLfdDZ7xGrazwbZvmWs3llfJ4l+pmrlvMKiEbsyvGYKdbK+JrQ/GFVcoHZ0Lpah/swXqljlE6aO/BtcSXQoxBz23DDWm38kXg9Q2C1sPVh1iENQ01beECqzoEJViIW74xcIjvRGU++kK7UUQBNjrB96h1OY0qs+T9ynMxMocPQ+IgMIyFFYXq8ekoAj9lrb5oRqZ5qXcNLqAPBz+ohag7DbywSKkt4NKeRb9GAyph1oKqzoqChXlLumaPeCmak6luVstf5MNWtSy3eToa41ixb3ReHHKedIgqsLmbxVurHiSEqENKlwIqmt4a6Y/wBl3S8Ab4T0i+JZvSvaGJhmtdPbepifFfzq/wCEJlO+xfNa+sDPkoro8dzGVxC33Y0gKWvdmLNEs0rr4mBjKsTtrDOGIwUaf1BIiK1g0B1lmIqdX55hQgqhVpddZmjd06PTtMdZKLpw3rDou2ZNeBa/7qM7Q4qLV+Nlp4OZnmhu42HrWJZNBQqkzWOftB4rMUyt6wc6oB0Ll8sKiubOLD4WbeJhploF5y1cRApkoWHNuxApwarXmMObS78kTKCrhAwGUfsf5L2JCjL6ubiW6NQ/Q7itzWK0L8TegmrevEWEw6CDizukcWqtcEDm0LL3jPc1hg9ZmEmtFxyy+YumLYU5yQN11mt70cdesHi0oSzv0gh7mq1ePyy2PZ0dXx3DQPKnWZVOoDLeteOYMImF2udiXOtZlZt7QoQ2bplnWrNe4eN9Am+++leYTsH2N31bgTYsgzTtcQ4UqL4Av4/yF6oz95RtZZcvNm9mIlS+aGkzXIS2FEy1VefMM2432PEcvLpZDoVww7XBaOK1rzKVrA0/RKHLClDt2LxcTsqAc+q5viJqkKSwezn7yjHHYoVgBCXK8J5rTzHZj27koYs2ZNS57piikEKRafaJDSCdC1fMWpA7HeUFAViBiU1NR3wRtlfg6IbYuD08+Iig1MJ/ri4+fVgNprg6eYGovL0nEaKasb1y8wncZDqPZ53lCOiDdPK9QsmFyNbg7rTbMG9GJXpNPssC6e0JanhoD0MQVgj5TO0PKsOWF/OsZpRuXUqSNMWf7CmK2aRplFj5FzYU90A3rEOdQ9IEPEpWclXoanFbytWbS6guuSUdymkUiZaN/Prn5hbVbYDs4InzeooNLTPAEdAo1aHcAxCOWZT2x7RvCtsrvpcUGB26OX1lurkMqXbh+0aBD5HA1sJj0ZXWOSryfG5UXLaF6NvtNSW2O1Fp2APdqA+Ayo0BL0A46mg25EbEdbMPfmat9Wy7Bm8G/rMdLI6M2+y/EFCKWC129SUachlUxvvH1bIVmFUG6LpEcVpqp1rOurWIlvEZrW/2iKkJnp88unvB5QlkABjSu+pdtM1hwjbu014rExVBAd56clQi5ahQ5oTWoXxKg0p3ArLWZ8R/Or/hCxZl6/WX+z+sv9n9Zf7H6y32P1lvsfrLfY/WX+x+st9j9Zb7H6y/2f1lvs/rL/Z/WX+z+st9j9Zb7H6y32P1lvsfrLfY/WW+x+st9j9Zb7H6y32P1lvsfrLfY/WW+x+stI1Oi/n/AO+Vs2Vi/wDIigPsCbtu9cxSlJQmnwvGNd/MRZBWQj4O73ZYsFjCO+q6lDB1VhwvlkziEuHXLng2QzxlCV+gbxlRWhQfvNfARTTfO1ws9KBq+F0hhhpVh5xEtLtqs9NTPpKEmk0yPWNyrRgvaP7SnpN8N8cwQWljDiQYFHWdffmFQIbsinmARUFGIDoqKDr7NZnFHhKioW1W/hTiHv0QpfQBX5ccyFqQBhQGy8XmYpJvqVmwKuqdTzBHfg6itpbn3hwUhum3ll68288/b2g5gMavhSy6tekqcbkoUTRHTPnaFC8FQtzWNYRAdlVTrvaEUZAoI98fEyjLB1wOxeM212yxreBa/a4yyUwzvzmENk9A+v55mYU0a/rkmij3nrGSZsiJoeP8RRFty4PEM7k22hzwi3BDAViHbHVbxhS3QGM+ybeIuIsvDeD6JZnvWw3qPWcx0L0y829wXXyzUod5K+V46m2CorP1009YfQFmw8FfnMskPF1Y5AxNwT04mVaG9BlVdwaVHofrMAVqjmvEUtbyl8sz73eWdw+AtghAw3ssp38Q3gC40C6tXANOPLq9Q8fOytaeInHzVr6w6qWNHvlMsyqhftu4gsrZD/nWANaiu3iBLzYa17zHSaloNy5QGAOD6xRVeFaPHmYEAuU1PtDQFGluT1IULs2banFnHeImtRfPHMpg7L0cnNREAeo+aiWFRkw/NPFbeYGq5aJ/v0gV2lhHBVPIxYZwgrua5xrBqmJZqN0uta4rzF+MScVtU1PzEcgchr2dSxt4S5dzEOKxewopW15Ia6Kp2NrYjIzFRTUxeon5rG2UGziy1SqS6zWCJFgK2x0b03Mat6TNHAzGwVZbWdvMs71KNFFirQTTtjiwu5tumlXOmStITgdB29PCv8lg+QS6Fcm18x5Hw2X9Jh2ZbxvCYzGM8MO1xSL36x+ZgbnMV1HW/R3Hi5WTHM2pquy+8Q1VLfFlobHy+kqgtktFKU0fvExC863iSrxrRqzYSA7VashoYTjXMqAowFSGUar7JWpNYJxWVt18yhz7vYobZrOmNHM+O/nV/wCbHRWjgy3vxKZCCbS+jqCrCnm8aXjT5uDdpaCfTf07h5+YAB0qtniZgRGuve1au25crbElA9hRzVccVM6UWsLkphrfDFXdhQweFxQi5VGLcRrnqHKA1fX6D2hVEF7A9YeqhaAwIjRmoYsDrNRGt68wUpPWEMYreskIg9a3+8sqqgaFO2eobPWLe4NvEy3ltlEV9DB6tYlMy2ewoXNE2ZbhqjE11oPoshF0hWIc61DU5oFO2cPcwVARyutjd5MVkxVby2uu0GOR25JhZV7BA8f5LNwKxiz7x0IYYDTeoNmtkz1fhMsFIzbs3etzRyG1kPXq+IkYYoYHXXurLzxUEQBaDVvZ1pvvmVIIOlF+0fWxwaq+ed6h+hZtxRv639ZVfEZNOze+z2lZNpjh9StviUuviylONTbFu/iIDCrfH3hnV4mJoBBqP+SwJmNjXitYZKkyUhNTVqjyrjzmBwJkKh5KydTH2y69ygzL7dXzMhSnHmDYpkt2/Kl0mXb/ACE1hudTvEGaVODnt43hrACgav7YhVFXWw4PBLaiYl3+yOqAlZQMzzKsAM1FpsJWFyuAWFW30rVlrVm3B1GBctNAV0xyEGh/PMZRVd+dJrxcA1XnDPXUQoqc4a+tymIXpWt8d9zINSqzPLuOgrYtv1rGkC6qQVYwPjZhWdoOiee+YAUpYwP7eJv/AGtLg8f1AoNaGDJWlPMbD5Hh8ePSILQrqLU7OI2zXlxkvl7qI0urDtDUbOKDTx6Q4GCqCsHqL+MuRHmnoZz9CCOLOGAa3K2U5lQ1DS2q+krVLDjK3yZ+YcbhoHDnnH9csGhdqA4bZyXvGLQUIFpm7rR1gQxsMF3jS9SZA373N63Lp94JDZsR5dTN+bwU6LZXW4AFUxZwN8X43ZqgzIAvIANAwNcXV2eREHOuL8RUUd0lX9+9yiHSpkvjMFaJRqs8GiYhowHNQeen9waoSwh48LqYJNmpDweh3tE+sab7Uuk0GxWpB4gvKCmg7lVtmFKCZoEu8DLTllwShVSx270PCDiv6qGyBGYN8u27D00uLMGA1CvGDUaNTzACBNK2jUi1eec06z47+dX/AMJcP/Eo9zTFxtMBQZQp4bxLlUuoaNNvBBQctqPnqZa1ojNESjpWtJxmXRyssx4vjEuJkNBo1MSyirYTV8R3pAIY8besM61Ah1bY2hr28YIbabR4CQQDvm4w4DVwX8RtaOtMYwPFX/Z1Cd+pA1lamT5gC0eP1iyqtroZ8wrftmVPDr1HSwZtrONYdUmKPhCIs8R2SFG0bBVWLKWjXGsLnoQ2Xp1EQpznJF8m1l39YItoCLbkv2sAyXflvHA9haT1ZlbOqZ96hlqdpGY3yHSIq1N4D/YkThMpa8RY0CIDPrDZ3FSVxKTRula5+8cbubI+I34r4Sy2KJoo2/2H80vBqbvxFJQMG31iBqlGDF4zCO61EL5Ima0AiOh5qhAv8MbRo3URgzhAuD14ViIwAhvjMpGtoi8hrrX1pqNjR+tG+1wRwVXjVje3hAbqAGeUNcfMC0XdfrOXR21IMEVex7EI2eUOWVEHQCq8RQoBV104gVxC46fWGAGA0sDGsqNpa8QtFtNwlwNlTOjFSAiwKngGYM7QBBrA6tgCilS0NG7FAeooZiNuaQlH+x9fLROGJhdN3VztCqUub2MfhL1sZ9ZcpcocJslV2m6BZr4RLZxERMFf5KAHREj+005C7KuKvm2Ylksqv12lCieGbrxAcZRDU1Db7zIMbs0vOxtDVftaIuioFYKckw0CrTtjxiCA5EWwvJzxUNcHACVKAjVgbOp4a1cVdxmGXFhg4iTIbKGIkawqm7izg4mHJx4j9VpUMLONNKz6w1Wsmenkhqoi2sG39xsgqtY1M59mWomQBexBIwBQN8uZQAuKbxVV/sCFSJXorag8rBjqW7y991vAFLzgtbNO6hSwNSlDjjbE+I/nV/xj/wAD/wAT+3/xqFaIF0xiSq8J1AE1Oi6K/uI2Byjre7rG76102us8xrR62VemBQGlX0yx3rws9cR9YmAiQ2xpUTRqBaw1qHjtLKR6jvK5KWxBKRokPoloiErpe00dZQLEEAb1s6v5iGRYgVLruC2nFul7qUi8rkKx/wAT4n+/yDE1d29INNN00Cb2QQzoaFvzi3pEGB/UzPkHLlsAM2gFpdRL0lGTiGikFlk7335gIQt9L2jgtQnsg3g3YrMS9kArkXD7fMGQKUB000hZNZVEcXcRaV1HyxRQobA9Ijn6+zDEZiAO5rel1I2Sstd9pd8JWKDzKRqheV5uBkS2s84utpinQH0Wx/j5v+f8fhRinK3l6xydAdQeAHXzBogdo5tvUeSa9a69ZltqWcGUjwAtpnNXELwKraut73uVa7LYT4diCVSA2AdnEc0CjQMcQ3IzTnF1tLTuCr607keZsvVBDlE0DXMO7Tl5Xm5hRLfzzvUsUu7D6Lf+Wj6//Cp8CApjDilYi12N5B7lbTKhvNQHEUS+szxGFpybXUpFZU7sN66hKSGBg2ZF/qGW1IgFvJAI6qv5/wDl8V/Or/jH/if+H/Z/40SjglHEoqqlBoSjWiUSi7qUa1KOIAaH8YdZR/FBoSjglHBKrT/ifE/3+VNQgDQJRwSjglEo4lHEo4JRKOCIOpEszKIhADSVzEvWUVVfwAaBKOCUVVQA0/n5/wDn/Loe0odSUcSjiUcH8AGhKOIBwSi7iDrKK0/gA0CUcEo0mDT/AJafr/8ALoIg6ko4JjiMdoIBpmUVKNKiDqf/AD+K/nV/9o/9+2GrzPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdPD3Tw908PdBuxoN54e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7psurnqeHunh7p4e6eHul8PdL4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6YdHunh7p4e6eHunh7p4e6eHunh7p4e6Xw90vh7p4e6eHul8fdL4+6eHunh7p4e6eHunh7p4e6eHunh7p4e6eHunh7p4e6Xw90+K/nV/8Aaa/98cJtWwfT55+uZfp7TBPpM/UP0g+nsMQ19hjOYootxkiKWgLwMqLYUNjTWxJpPzF1fi9ZsmvDBAqSRmWAAzuIlqkSuxiJOYfmM/XM/Cf4IdxAbSWrDOb5oyYwpvNa7dk/DZ+Gz8F+kXRSC7wmiJhpgloHrPzWWhA8P0mpBAmHxGARbRYP8goIg5HM/MZ+Yz8pn4T9J+U/Sfqn6T9U/Sfqn6T9U/Sfqn6T9U/SfhM/TM/OZ+Mx/bTcgKzk045J8JA/SBWv3gFpzVh7/wAF+c/xSWxLq8xDX5Ylr8sT19tiGvzfSI6/P9I/t/pH9j9J+S/SCaey/SfqX6QY+v8ASY7xc5j1Hex+k/RP0iWvtfRP030T9M/Sfo36T9W/SAOBYbjOtLdk6k7idxO6dhOwnYTsJ3E7p1J3E7idxOpOpOpOpO4ncTuJ1J3k6UeNPiv51f8A1jD/AL9GNxBmgiGlR0V84mQT3JYA9iptXkSwI8R0ImnMrNNae88cPauzi7P9jx81A4VedHxK4CZ1ku8O2ZfsNaVHOsVgrb85VHj9Sos0Eb3ZS/7mUS2tGNrOajpgO5Zq5orDt3iOT2ldvXuXGIDNkaVliGsfucDrxKLlYk6RoDFXx/C9YZ6ekAocMHJx4WiBtRjY2iLScbF8Zi64G8Hmc6ceZiuhdqHxz4i4LA0Z9epT8bi+zKilY13yMdLHtpiKwZFXcJM4Hj/jdp2/gr+clA2tePXLYmOCB6riK1MxkuGusFUhyOfaKbx0N2B56SJnKOZorQKRfOKild6zLdcaba+twTm9kBHfGYXEGiWMc2IuZuNILx5hoU1MqPi4mcsmMg7IWz1mv+AfwIH86REEgy9ofwHmaS8y25Uq5R/wWUr+LaWVrBjFaiy6nZPjv51f+bHS1DRBbelTw+WLMnoqKvbxUNxE0gDgLdrxj5l/tmAVm6a1gsYTZqU77RjSvNPyo0F01SWJtTKlk95uZEVWoeTjuatlqsh9DjfzE6dsE1+bPmWqYhLbs2jT18yzwoSajczcoKZEsuDmiAbHpEcJo0j2hcs09oqsMXzFXVszCXf0I9c1zXo+0r8y7Bvj2lVE+JxGW9TvuC4ClC3wxrCSWvA593xK3gYAGvGYFx2Sf7xNINqDPowS6uZItqK0joY2o9LLl1lxlQNk5fwiQAlto5r9Q3aHZ1Hs5/n8Z4zx/jWV6nhPCErV5f3n+QzI2+BjEghqAVGuv6lmZqMsvKEVpdePSN0ZBVvp1hzVeYL1HfL8czlUFDAko2pjOtb1FDAEbm15zUsMlFiq8XK4BIzNjDT0ZRF7itzGhiIN2yoI1iuD3gG8RvEJxYq8Sgr/AEphgAtUGbmXEOEl1KS5cGbxWlKDxiN9IKQtnAfzjmUxJXce0SVjLPWVInmI5hbiYY24ufFfzq/4Q8RJopNchHpCIiKeGYmIlQAt8nNR07ixLPk/8RIEvTNjLDaCdIvvbqa9D0hwyzOTqWttQ1TSr9oLxTMGlt6xpKwWfaE5hrjXxxUI1LtpM4riOxNVNXZBGFrL3mS+RVSr0M6QcYqgBQ3u7f7iV60C+YzoZizHsnKRGzOt/hOjLcsx3l35uI8f44dYAWqvvrWH6IKaocXbykC0bq28dSveeXcE18f4xOitgUd89ZjrCBq/SKWzDTTq3HZrdj3rLRgvejWVK0ScNq9Yr5zNwOPMeVJd2mJTcyZcr840harNa17MeBA1NuKmds8Y9Yfx14nj/L4zdQWZDk57mkH2lgBhEYdkWnxxHyKJX0dG0theSc/MEAta1vmMzF8RZQcC6nxF81xrKXITTwlsCrcj0f7Gr8AGb3v1gUxETpM/1K8BVo3YsfjBdwy3g3tKCiK3zMp4/wAdf8fzPogOx6TW573WX0cK8xHK9q7pLL1quJWOhIW9o6948dGlmiUsOg0O3upxXqhY0Z53qJDWp1gWpxT8Rtc2Ab08w+Sa2q5VAbt08/4rHSk4DX4lgVwDGAnw1cD/ABf5hMVncRpczXifJPiP51f8IFamgyOlPEc91gJ16yzvZFLrPlcJ0EYzGpd72ixBFiQ0tNYXubFpMaesplBWn01/8NqYC1tt/cDWNNog6x21pCjbizvMe+LaDKV0aKsvg8QkEDmN8u1QUqV6bw8IxVlmcByv2IY0UGyzyncF0AZWbmALZV4epT6BvTvrv6TDyF2TxiWIPw4Oag18ABz3LHptrjvkmBWPQ9YSLJhlfmXZNFlPtMjI9Ig1TUeYYm5PtHajsRF6pkcZaf4HrGOijTZM/wBwxGAG5zpNtKHSvDt4iII2tYm6vxUF9YR0aQd3UJq25Jcqff8AyP3HIt7kS7oJ/TSEF6S0S+IcjhgDEJhey+mPYSHc3eD/ACX3oYDI39IiUDfQ5O5exl+D+J1njAaTxnjPGGi7SFLwALw0gm1sqkKL15x66ieqL9RvZttM7qqGOMS+2q0+sZs1bzaywqyGq84qBNpPUPLzLanU3St+5SRS+3Fd9xaQlwdt89xiTG+7uWtgHDkRqMLWiHngsXd6JjByH+8QqzAYFzGn9TpLax6TRcuSPWGg3ddeiUjUfUwcaEtot8/SYkqdh0azT5jdhDlk0V5AAdRGvdl8RrJptnmmVQLCXUzcexsnJfFeIiSp7h8YroIOkWD0umg23xBUJHS1izZXNwZkZNlVe6PhgQgInYQ1Zgr+yeU/z5Ni3syiRoo82x8VBbLyYijBhplnR/g8owx5SnMK4ilwM+K/nV/wjisK1HVZc6kmHgIb+y1YXcI9g30R1BO6ZwOfmMKorNU0WEjAFAbH/OoFrDTTW3/K/wDqtEEsUF3/ALUcMKpmA1a0lS1gRYBorPGcS+gNZAKpoN5evEfTPmTh49I2xAptZtCb9ptBBNr0t86LdoB/Anwb5hogonyZuz9bYmp1dbvuQtzBu2vtHc4CnljcqZRvJnX6akFWGCuTyahLbzQ2fO7v8SrBd9empKcgxEec1scksCt0vTOVtWIBtKr35LY7iCQsWiHc4SN3jFILxBTRHeh0RpENn2jqEojgTIIY2ekMtJSLaKIsOjd28R9CyCFnYBpKMFPw5eNJtzKjQGw/7/P4zTp/D4O0W2/QEFSvbr0cy9lVOld9xMA5UXpbw6QNbRTWn+JBqV4bHrEHQul6BesqpVVtvTOiTViT9DMzCuEZu4nhPD+O1aP+0BWmIYude8oGLdZp3iMi6vL9IdAq9k8QwQhOC3shUobN8tpAYXF7e3NxjOZandcSzTQUy/aC0Q9+t/SpRKBT8ErJtgiVlWntMZxnVIBFskvmav0A5+TmLuiPCvUfLLJr4IHdhEPBbt4ip0ZrO0V2ANt4DAOlv+SgmzaYteVMqBmgniIpq+5fVNhQuVdWqLQ1L5bMdVCLIoVd6LuziFaIAOcix7Rqo5K390LqOwmmPqe8VlBnrm2K1vUxLqhK4o5VnFN8x9tl0Q7Y0OZVkO0RwMIc7RV5CVdlhHGXONSHasmDVWpeVilBUAOg+/EJ3IeLbGo4ZUVEoFO3dXiNOCoU30abw3WaLfSuEzAWsRB3Xvn0loZ2htX7yukKo1U5xjFzGJqSqH3iS2rYW3gu3HcGj5czhVGYaT47+dX/AAgzvgd25X/kLFQwW6z3DZ/Tlu85Zgg2oLXRznb5miY62Rr4+ZSEvGlqs8we0KAjGycQ58AtVVObiCN8iGr8QQCNA3o44+ZS2k3fO1YgSNqLditX+oobiIc+8AIWR9Y2QENMt3eZZaFCUp7+uJVY13fbnmXJgaSlMLU5Xg+eepgdpyFvHEthhApzXkgagqh3tqWLraSlPHfnE9c+BfP+fMsghKsvTm/+iprEY2B43gqhYsjbfObYQSOZ0ApeXTMvazGgHKOq8wC9hLcbW7hMSSsW+ijZzAWMoFLYPBjbaZNYvgNy4S9MsiuK9YlIAEznOzuQCqC7hQDWg1e+o00rphcvtive0BSmdD6xXGhu6fXmNwUK3v1g8GAWpCilXTQ9EWcdmf7ZS7AWa8zB7CywFGgvlYmh92rYiHDTRjyxBIqB5b6DvebwY7N4B6ICJDU5bj/cJ2xa81G0Efonh/Axqpc6kMwx2/DdO3bEPuLUsFrVzjMoGk8P4+M8YdZ4S8rxCraZZa2YXLTHbivEGiquLyvjszELANvzedLjEsu89VqXzKr3VHVOvARunUbDtlt2QlT8y4xUHTxs3pcUpDwQALKfDPCWfg1Qq6SoWwuOFckOLzijAiNKi6hjzaL1mE2DrQSoNAjnFWB4raINbNRqFSs42hQWADzL6BUOCv8AWUZc3EgVhl38MxNOJflMqoYV73aBemv4zEJ6WtPqiNxFs9EVhfyWGL31viFnaR34fUmbH0mtB6hQTO3MNtaox8pVSqEz4hhFQNqsoX6xqFeIU4bKyZyPWkXWjYOq2m+a+CXFjq3CRmuRVgnSo9OiVpULYUMAwEJ4coI2suIzJ6DvcKW1BOV1vqpTQEl4HHxlhNkBfBdBMi6bRMWuz10Db1CYQoYJqOdb3htnAdBdfBY6y+93BJYJ9XfTWOx1g5u3RwGKgFMgmnk7wzDKFl4X4go3sBdeIXVqBaKVj1l1rvuDcCXQT1bZnFg1rB5nxX86v+EoSF2ZeL4gCuApxUK81XWuH6wajo3qJ4fsy9W21Xp6/GWkEAtqE0TmIkW0rFPneIlrTA+Y5SLmAq+4JmrLppcTaHKWwDSy48r29L24hrg1LVHoRQQSIw05d4YpK1amdHtG8FxT1Z9aru5kvdjnEq6ZcatcXMv3jjiiWLkCZDPV9zE7s6U/7Mx61rnFRoolvVfFwMY1DU1zt/0WDsUxqXklDj67grfxmOiAbQyRfMNdmT3dL9YZmAoV3x4jy2BCct9atuV1rGR0tuJTLCu4LrzULEZH2jjEQdgNrc8by0aLLyniFWy28X2xFtu9eYAxpE0PPMLq61cHEtGHqMLniOYyUaH2lyje1ybfEyQwdwzipQFQHUns5u8vO0FnOL+aXaBzNHnGySvpkBcheA4A/wBlvSFRyKzfllReEHJ96i9F1yRTWA8W+0C4DMmdF/cOn8b1JvORFrrutzn/ALLJgAUu71r1hhcLRuK/q5p0hPhDp/E/iLTxnTavvLzuRXkI7GLJLYOETA5h8yodsf7ESo1s4RdjxEejImCVT6EqASnQ0O/WDiit+ImhN6NN3vAbQLZLguu1t94HZ1a9/VNfXPwXKGVRVhTuMK2Nbia23XqKwzAas58EoRql1jauhW8CltQNsfWYTpKwUOW/lgVirVHU+0oaqIHAVtBWVnZSvVHNtvpB8GxDu9Q3sfWPvmjH52jz+MLq0LYyt7lues6Hi8R9c7kCNBq9FdSAZVhDc+0c3cgYw1b5iUt2wcTAlYONoy6ARNfePfXx1SuXrWFhQOEdLe2yoy6aXvGfRlqObdzD1jkCCI0rLAgiFVNqz/YiAZzNETX03gb6lAMtqvu1M3v2N9aRICgeAO31hevsGC++Gv7lEXgp2VpvyMdQ1WSt2ty4+Drl4OvGJZid0yZ+ZVfMzv1d4SWHm9mKF0iP+wIULwHjmVdK0UNKc/5BTWMcfwDkK/b7v4OyLnWfFfzq/wClKqVL/wCzrW8afmAJrlNno6mdQNeh3/uWNZnh4PzNfRbNbTTaiJkLHAutc6w2jU5mP8CiIola6z57uECtylH+oALYE15p9oUIV1WteIGCauY8bES2OsavDwktBCxXPFkIruHHkgtqs1HxxFCYFMkarGxuvUwJSgBZ13NdM3dh5BxFtWwdS1Ug2Hp0Rg1y2V89bTaFAqH2Q4IfNp5eC4mmlfLv4iYK3395hSiLRuf5ZEph9F9YA0lSzgqB3IpqiX+DzrBGeDm2r5mKQsGuI4C6A5PMQAJwC6+OYsAW5dY0tGm0pKcQHEqzUO5ZDQ0DfYesZRJU9nxZHqKY0HKexn3jN6AXp9mCx0gFDjMoZuuQ2gn5A1t0vvWDiC1fp/svEmHtW+OMy71tSqMMeY5m29pUxUuy7y7Dv/tNWk2F5bx3OaYkFWk5NprcoKF/qUQxVGCuVXy9aIdYrUDT09oKIr4DPrCtLi4/xF6tJwb76hQggVu65hLJNAYPBLQ7cYU58w6wIHgiaUwSugRb54ics88MUCx1s9RqFFTmZcbT7RxSS6zUKmhxDFlPLafeHbLWhfh3iqpvcNpZCWhdl8M1cYj4GbmMih/Bo1+YCoCXgqZ8sQJwO8G4DY6jlIZaUsW+ohb+loXuZsQ2Zd8R6LwldpiNrSK3eT6x7AARuNivKYqWZhSpp0jExTRkrT0T2ZUMI7N292rcrfEHBtGoYN3dZt7aleCicLdC+U/qbvFPxrqPGBYzL45d6g2JlFNefn+DbD9hEb6nMZEhPwQ/yYSQveIZiz4r+SqgtFfH/msncD7ywgtXGniVshcq886eP6lqMmWHFl8yz40Ma/DKENMdsTR6hYSgBKzqHBn+4gW4sSbmoUYfLwMa1TFoL15q5jV0t91xZuRtPBdh7viJw8LxfUX1m1vLBeKJaVcZbY9deBb+eOoNsZA32A5YJKqUsO+49c3hNnaowAa1noeyVDBTuR03h7glaWh+Mwt7MLCVzzB41Cawe/JLpgrIp8nGvxFo0Vnu335g7LGgKvmzi+IKmNLYN085fiVGDmJTEvsuvSJBM+ahuBrmPTwhMasdW0V25anceYpPkHD4YkAMdhMfE1Q0L3e1+kzGeoP41mZhyWs0jqSbdvYjdc5KvRmVsAvdCnWZUEpDgO99R1AQkrINnbAemouCzVc7wYBCivY34vMZekj0E3Hm8+8QE0FsVsG0XjYC2OnnqYXHErITXxeIFRF1xnpVmG2BjGGz3iXIXwZxj5hXchAPuxQ14EM36LlgB5EEWzK1Noxg3uu228IUIgt5fD/YoAX5MyEHLaF0HlJR2bTuPEWy/Bpf+wxJzG19+Y+3DVv+5SAhSsoxWqvgejGyh9HPczQ1BBfmBJYKGUNr7l5NjwhhcGr+hqI2Fg2SvSXcRpHKdxXoy5DPbV0cB49IRYjeKb2s2iQTItxjfzMpAJeGX1litgPA4gQlnhKezswEoNTQO3eHAqYNK+Z5qox7yukbuK1QecQarvZNBWvatekNmXIxYb8L/acsHQ0HMJmpXS6esXqgVhr1X9+0TDoDgKd88TMOAqI6se8ITktw5HGpjEv0RW+XoS/ALGxTd4NYnOJZfQfSX54Sly0t3KOMREMJehLpdbVV/MUHYsVB5d5SKs1L/Zg3rdZpbtk3PrDtLQCyhi3F1n1iAu2tj1vsd5QFGAahdhxdZjA1uRbt7lPqeIHZGXJZMFTp/gQ10w82v+R0uxsf1LAjsm297xov0lDWt+ZnxX/oHb6qFg8w073ApB0eJYS1Gteb6wEKzbYKK88hCgqJndjETZ1vyOecP9RCpge1P9SM1FqeNpmDsxo95XhGnZbz6TFBFq4HHrRAJowJo7gwRWXg+kSLiU5XY8VDEgdA2iwqOnEfVcBaLsviI2gMUyTK4AaNV99QNjqtI/HMBeDyYWqy8VECyEGHw8RqByEKvbuDm2LHXjHJmKHtk8hpWOd4BVwE3d+OZXO1Tlb5OIoeRqdzRPDmDYqTqqtXW80qhW2kMp/TWWbh5KyfEwoBUG9ZfjEq4yWwXW/Mx1bmjVhfYZQ3X/SaTs6iHD0m7XwSyX2IFxZ0EwNvPZiRRl2RyhgQxbdhbyLI3y6xQe4JnLA6uoT6kL5qsS8KLj7DmBoGyNhkrGtw0XSlXOK+8o7BeLW/ELgylZMeYw6Md5/WIHa1m6YGAVQ0hBwCwKNUFWBi+dDLtcNeEr/J4lQOreFXzm9ZTXe31ffeBbnhSnLbYxZFDBXinPfpMjV2zKVVCwJoc67RRGwjlv3G7PE28FQEUY03tscSrVdstuzzLEMd3u8xzeVcr3jdaONzxNKOUQI7Z2tjVSkttjuYmkAar3CtdoaXj295kLhXysSw/wCiZxdtfXbMZg0Vl3e/WOMx1bu9SlEwGUwIHrL0wkVQVKvm7j1XLPLZl3cMx5BbCMPmOKUVKuv6NZjKDbapuh0fZLoUtZrp9SIsD1IM7HzFBxCYu+OtIh1sKYL2fGLgBQtaCG7u9XSBr/dYdMVUpKJl3X2iimHa+viJctUtVnUQAjValh2hszj7ypIU39JVCm7F9XpIiBemIOT1iZVIp4VYs5Hfq42+osSDJ9JbGxF6sLQwrUvW/YfWUHmPaXjYV1s2HjA1niWQmihqk+K/9BiAqxDXMX1UCdvSuc4mtoKnDF35w+jEAKucUtjoJmsG0UbGsVaqpuNc8pcfb4tnnyrbKKO+XLCnwA2qdRkI1vMMAWLjgdfmMGg0ErO69SouW8uu1nmWjsA2huHF4gD2aV1HwZaF6PmKosHZvevpDX8QaY3GZRLvSMDoXcDs6gqVR7H9MKnbAsdtNpYGAXprrW8F7lCwcXF1bQEzgBggND36zSoGThsX0xQlYTTebe7hHFMaBrV2GIvQRRbxQ5fEZCBKt1XGeYWA1ls4zU1JfjmtqhvHKOPiFGflC76oUyntFHBfSFV19P4I5cKHIXTnSZT1MYU8IM/MT6sucvR5lS2wrVPjdzKeiLoU+01dne8CLUKtPtKbXZFH6TVA3NH1g5pHQzM1FnkZmYe4R4MyDBDJZdA6ZROAmTGIDWS8rfj1GKboVV17lK1INzFIGQDsb2+0vQbaVCw8RSZs0x0t4leDUDleafEYEHAzN7ci1FBHrGvFUenM8vK6gZUYBS8OokRfYZ5ic1OtpxXiK0fWrLhBR7cSxLQg6n6MyQCF49ZgbnVpfMDVKOWyozKV6fXxAGYo1besSrXO7xGrh5ksIOjS9rJUzBXBBfb9jUQZeCXO3NYWss50e7EdhrpxYOhsiDbGDIWrR3iXIAtNmM16zOgGLWpmqN9LlhSFYu6FZ61QIRttqulem87/AAyKgW8wwrRB0M7921GeTA1qU7q6dMaF8GrQ2rvOkGYBra+fEaMg48MeUIu2YZsai6VtUxZy0MjtfWsUIRYm5vfSSh0wq4R0p4OICeC/jfSdar8yvCIugenh2lgxGWC+jfNTjgyhYBCrLayrHxLsyGWrXiaQuGdTGH1MRUEEAYYFpytz4r/0NSsFzp1WsoI6pXeNHpNsSyw0RQMYQHQQ/wBgGwRKa2jna8XGHcW0bHFd+0ZWgDGHNeUr+4MUh0Fpm/ziIgLSbuIAyih8PmAsBTgu6emNK0V0PJekdl4tS9VNaSkSKFm1vZxLFSGy3XhcTHCsu0MVylBa+Y9ilFMHIvipkBhdkVyblHSLBjSpo35lCEnKWzlfDzXW8HX+OEpagratV6y+retW6VtvfiZwqn1Ld1e/pMT2RqGV95ZVoHEodzW9okUKDYcPURJNQ/x1NZZruA2x5jdszFR1g3OozCYN36zCaKlhoTUSEs2N5Ydcr2xqnRmV1F4B821gOjCFS03b+Kg3IgBr0eZwJjseYe6A4DzB9sdIongFlIcINRFivXJMlO8CXZOsGWAMWtQH++JQa6BcW44SKI2u6ZaR+3GlpnkvS4ELjA2YzU2YGoaecS4vhE3YaUdCVX9Z2jYORClPa9QWDvoZZ1jWAHKmzT03siyrrGQTAGvo5eIkNB9+WktD1YXPbZoyxNNmu3PC8TVj5ic6eZqjstxfjqDiwGRQNe9yhp1q+5GJQYomt44plcOm1YxCxFZTaaqaVliUtgJzyp3iRBVasojsD3+8bF2nAeP1ASCuM2a7jkzRqyThtRmtW/UiWIWWxs7VjhRQYJwcmItqqwBj1jSILK76TAxYIKtPba41ayAt9SPwOnc3xCvp+4+pR8o9mz+XGwLBUXClHpPEzC7YG9Izuxel+sExWlqtk+0saqoDO4vrEqsqO9hv6yhEvM5Xu4FzSDBsPPiOtRCdZoPRvPrDocAqpUq/JF3ujW0dpmcat7GFvTGviXqwgBwN0e2yOQ10PWEmA1LBqTW1f1FWqlzuhp1i6nxH/oBA2kthV5/cGQWTnWaHxmq7IaFIX2jJ9BxWNdZgHDg03V011LOFiigHbU549ooLHRXZZntf1BaDRb+zPsSgJkKfmsAOF34PXDKNaBlYOntNdLrL2Gd25cgJW96HZ7zCy5BXnwf15jcbIB/c494goXOoTy7XMozbkdJbaxstq4L2uKTUF0PFeZfIdFDdesU0ybbw2SwzqxNLxp5gyW9KgzNgXY29YIEmNzwRf9VVqeuDQ2jURQCJxzrhvmUtum1eW4n0iJl6WeBv1uOZVMk4gZLXniYeeO4cW6D97W8eAFhx7LmPBUBoeId5fLdwXBlb1fPEuLMzvV7xV50P7YMuIzMm+PpGAPCAmcdNSjTFtkssBhWHVBB7tGyyv6uIaK6lvMHpGosZ8wgYAopZ0c3Ks4l6/LFGpwEexeY4W3RfE2D2w3O/zK6dLFa7VmU0KbSA2ovRbZVaRLavt6uLnTTB1clQcbQq+/l4mtCsBo/GAF2gV/XeIxYAdXvlqUfOgLjdFQDIKP8ATzBpTNNtXHAQPnY1EdPP2lgTRL1r3d4PmaVd+CHBZnQPpDXrBTUp0cbQVM5u9w/2WBZcZMeIqjTc3bvK0ztb8zK2aZvQ+vMLU6aw494hAT6htmvrAU6tTwHbtBM0KA1fliQa3KwvbxFoCMaicH9bw9MdFqJ6cywAXNCy8by1C4w3jeutZXlC8h4wxxuHptKsgGrj2YKQCqEVRv7xRtSm95XHWYNmFwpk/Pwls0naele3MEuA5FGlZovrEQGb321ukScI7hVAAKutc7e8aAYNWbP2g1JuQUjvHEcg2KYe/j02iIEQcNLN5zYafEFSM21HNdRjEH1nD+dwfQUpv/T1qBVaPcle0uoIQDrzfD1EABmdXSkdmzWJxTu5TIL9zeYEtfHgyVsDn4gC3gHF11cq5DAdplgFATY9mJnKZF/vUrWALze99GYlHXUKmdPTmfEf+fvAK0SqmSiBAFU56rfEzcSRk3n0EA33Y7oLKQF6WapVQBejRqncvIcTlhy6TnBzWa9IfBdWCLartt+sb8NgKHn9YjdIt2ceHfcq5amt54FapnaIa0bVo7V3VfMyxwYTXvFfcyMvocQpCDJ261xTLCwMk19Yqi2YEPhMHQbHoplF1BVbRzdqurLXo+kMOdoQQ3WaN/1L2lkW8eSWCl2hi+HpY3DWsMAzQ7HG0pQCoZTh8FY8MRvIOmdHodICXRctR6OQ5mT9q0s0epoErlDTA9bMFS25Y4yBwRhRbpTLGGF/1ioBXFoQXvEgOFtF0h1KET2ua74gezKoG4EcWYxuR9tOabe5NSdbrMoY+F1C6LeG38pMh9hC1OpqWdFq+4iszqK/CaziVWGfeCi4ZQUvXUGoleUc+g0xNc12yoS7XcVvzKEVaUSCWi7CwOMSoWbLXnYqBtaGXTlvAN5N/GNoo9U4HmW+qqPPxFWRjQFtdsECUKra/XeK9BuWqeSNgBe6n+aSvdQDjPXrKJt84aeYiIaDX9EcIxijdvXrL9sjeP8AMET6lK09OYFTbnB5hl22EfmGCu2CtYcANE0esG9Mwgx+GILaOQ/eOtZslZHbtRLDwMuvg5jFCaBd9cVvFymWW558StQoaBrxFZmTXDs6+8TBkuzDzbywSwUBo0avpmYKPVnWuorRexfh6NxL3CPy+kv1S1snHmJrzC23dv6/yULdzWGw4/thtNDWzR4PEbgmLXI7ZhNHXoadPdZitry3kgk0mS9LmawmRgDt9JQByDkFXdVnTSKAhXIuACYWx5liT7sDrrLiHRjjYxKp1o6sYcULLZfhthqBU8gTigOjVvzNXQKDqmav4YZN1tf9NawFzXsYWFeTWVvbrAapi/OmYFTDZWuzk5cRZDkGh9K2ioyd1W9/Wp8V/wCfvKri62rVpcf3YphntcJDVOq1Hc41+JjJ2S02C62IICxgoRObo0fWZECXZS4Exi8fEMhANXBds4Sv6gHjhyDdYmbcNCoO/pFdFcCzxW9jOXA1LeuRZlBiF3bvkigsFVyX/so1UJ9w56iLfpFr9+ZQZwBVmsxwadd+HTMZalRWeCXow3epOs61Aq7h1D7b+0eVNFOybvir/wAhKisB9iaCRz5gCzO48HcCN1OhoK05r6RiAiqWAVauNdWfMxFmQsG1XXCudbqKWKGB6jUvC+swQk1gZlGtAV22zGcApldqrTwNPjqVo5TU8RnRNfqv9uexwv1i6rPKzIJ7rfSJoTNqHV7xlDNcavZcejrm2y+sdYPQgvB3TWPUi1GGt3rfEotx3rCFCtF0/wCcyzHHjmA0A8wfNyJtDLSnFSnSqkQZkiNSv6uf23bh2zG4afEoxFO3KHaYfiIG7HcT3nMz+MLdJt54ZjmW/iUK7D/HrKaEvYvwdwXPBuK4uVCzVgXT9iWXrZNXoRbz0oN8b/uKDKUF/dG6cwLY2xG6ItmVBRkyzy+epfodxbl/kDGrLWj6yqkl0IPfiYsY7iYJ7CmT0i8oFVl3j/IrAw6HrFrLFXY7OYyQIKiHWOYUCUuGXwfETNxMzzeblAJGkHv6zTAYZHYfERD0RYPVE8UbszXKdxUvPZ4a523feEwNro8vMzrEaM6brxBEWAtz8TT1e7qm3+wJvMuazKKGoYcv5xAqhoXTqcV5x8sVAol075/vf1mAq4uv56RI3IBlNCpYKCixds3b3ZNIDqjU+eOoYLAqym+/pAhWrvf4aZmRwABbxm98QWrretsxJ6LCRjxL1DFCBBFlOdb6SkkFmjC2WVynr3S++YdqgzuA4XmsQbzYYePvK1CK339ZTN1q/PS4ogzLF7Z0rjH9xbZUs26njq5nhc1Vl69YGOicluPn2nx3/oBXW11uzyMUa2mzO4DFWymttdnl+VDDxgQD8X6xVttqlzJwtaQnnSlFetXXUS2toWn1HTGIe4sBs8k2yuRWlbo7K6YwDzd3Z9awOHpSSjvnHRj13uUljppHpKjFS7HuDHEHYfzNwBEtv2iyZFLFDImNKvz1xUKnKy65c6hWM6C+hq+KSEev1g73367xgMVIY1rpBvVaXW8MtSiVStNzTdhQtrRxfsPy4teWAja33W/piC1Y1ewaYwqKBMiUQHU00rFekMEcEFtZ23TTuK2CssP6h4AwA2+qhtRJnK63PwH+RCNRoEAWvnPpO59H0mPg7PpKSvkPpBO6t8n0hlQaELgKik7+iXmeTR9ImRZGk+ky0qHB/k4PePpC2lnh9IZlnr9ENLW1w+kNC64yNwjCGnAbhU7oKyO3ELso5pcPia+l5PpCn/Q+kU+ofSLf4D6TConQS1yKvVm657A8EuYFeoQg3QLYlpRwADPWclYlUuOFm1eBoJDlNu26vM5dQ1y/W53WsfYnGFAYmrl8yDQENgX51x7ACsf7y5FMNbjQFLTmtcH00Y4TWDXs/DFwD4Ay/wBpl3MERbu50DNWIe2EqZ10rD4P9QO+bA/ozL8zilnabF3CsBXeJOog5zvdxR8dxNDoGYY2KlQ29jMuaUCjxCqU6ei/3l9W1QaBN8LVX/hkmvwuJVKobWyUMQqdpbQ+OVITDpK2BwgoJQa6LEJDluQQt6uaxZLda3EhDAaAk9pvWW0lWm8hpehnd8yVhZVa6H58wcqw7nqKBviZDYSaJhnJLUVni4nAVuSyesqhdrDlJQJUIlGj1smgKiioSjoNoQqq8R0AqALeP+Pqz47/AND+3/zN0m7EZSDZg11ik5o9jwM4fMpZfABdW5rMWzxSmtscRiNdVsFYqtPWF6kXLe94VvbN9gdoNOs42qFC3HEarFhtceBFWDzmjYlTosgyvMEMGm4PmpVcGlwC91cyoSaUvX/kfE/3/gW61gyF1Mv1YHA9UawBlop36jBVdoGg/fxB8zIB6nWLDoq9w9JqQcIBfWVGsCEXZ5PEttSKA5tsSqgssQd1LcJDPMuclGXXi6gXCEwDzcygTNc5ZqCgjsEMO/mYnWyyd23VS657ZnmBGLBOxuoZgJUVIg12i2REL/EpwxgbMkZf+Hy/8/5lj0Vic+kX1QGqXeZcgjwNPTerLemgkV3fLAXKpFF+VdbiDMCpcDpXEdmIYNg7Uy0WGg3D7cJptVYJT5IOcfVA2qnDI3twBuHKGYAGyZtWuxHrULiHSOIhpAtb/wDPR9f/AJM6kw7kEsBZcKV8QAaOipZrQ6RQ67FExvVy3sFiELrveIqNbWPNt1TEugQC0XsdxgZINAPozf8A+XxX/of2f+4fE/3/AKN4NGzUpOqUKR4/+Xz/APP+5p+v/c+K/wDQthq8yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7wLs6DaVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lfafeVz9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3m66uOpXL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95XL2feVy9n3lcvZ95s32SuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvK5ez7yuXs+8rl7PvPwH3nxX/oElon4CfkJ3fE/AT8wzv+zLRxasb/RBrM3P04jY66+lNFe/y2gZXO325SC83p9OWC0RRF/yNQ2V6f11Mhi5af6gDOlfL4xMV8Xr+kHcIc4/6ma6uqKvicrNHU+JZnjhv8ibRAaf0SyM+D6cTCnQfbhUuzbP/UcoKhofT16gwZSwTxvttK8LfddQquzMuGFkATp6Yl/ZrLMzyZ0ZXLrtK27qsZWnBMXG2K1TXGtwu3S6tKLdqBzu3XwYKvWwrPFfjEBTiiOreTqOWNVT4MQKpbqp9SVQ2YtU5007hSkAtrD8QBYPQ8+hjcQrHV+NdMQuxYarEDGuSoKsoGt7QAVbQFAl6aA9/EwNup/SQ3Gm8JLRekVanF4XHMJ4PIdXs41iW4Jqs9hbN8UEErT+HpB7KRQJ/kNaoIzVjjknZ/Lqd/8ALqd/8up3/wAup3/y6nb/AA6gmi/DqJar8upTv/Lqd38Op2Pw6nY/Dqdj8Op2Pw6na/Dqdr8Op2vw6nc/Dqd78Op3Pw6nY/DqfgH+T8A/yfkH+T8w/wAne/Dqdv8ADqKFagv+alL5Lr7MMY1q/Mg2nz/SD6L8uoXmPw4lsYfhtGma3D/ZmCGH+HUr3fh1B934dTet+HUQLv8Ah1KdX+HUHLHX4bTvfh1O7+HUF0f4dTsfh1EWr/l1O3+HU7f4dRHX8nifk+hO7+HU7v4dTu/h1EN/5dT4r/0LtyBQV9obAmCxerZfBdhj1ZYteFOfaLxK1Xbdjom0Gh5iZdcaEYpGzNG7tqEGQ1oaev3jUe5gumjCvPXU7BbX/HUNQFXLv6y8h2Lq7d6eZZaiqL1lwm5oG8w7YKyeGfmA0Llmu3mLVUMW18nE0aMbWIlRha5fLzvtKANs51ZlD0U0tfB78SotOjleLNtv6mIYjhR113FkBNmo8ddy6xpUizR30lxWIFgGjVKJYSKTiRz48nEYg/Swl4tNwc18xXkTCw0zptLm+Ki6HXzMAPGNOl+sY6PhsjWzequsbZibOMgC/njEXORoMHi87OcVEsh1a4xq51vzEqdssE9OMxpBW0EC98a1UtIyLq/txKkiVUBobHXOIMuEQ2JZROaB8DF6ecaqqrqjSZ/C0oL8lTX6NtyePSuZR/Ymurovuv8AJRz+TUTQo5wYgboaWinG/wDUyGwZN2ltcgNt9dN4OWOJLqnPWncNLgbzjHURLkpHhWg1v6RXIUWTWkL3DEdjOhvIzaPG+8Koo4NR3CNt5Xd56dfw8P5LXRjxmPgiOrK6lf8AMF/g8f4su/8Ai9Iw9YviUjpVeEsAOD/ZZS/Nv+yl4fcWC+cJQsfM0AD2iduc8xvQTUEXGuY8q7lqb6/dEMn1T6RmIF2fqBl1Wy0ItLbGtadkAlWakZrBvz6Zi55BnqTQCaKET1I9wz2AVYoWYigD+hCRV368Sgsl4z48QswPEDKsJhIWSQxUW0N87TJd/XeMqiumIhsg+M/9DD8nM7SyDQHRalQ/e69YUPVUC5D1Na8ClOCzX3ltBkoeIvXXMI3g2/hXPmFTD8bRAkLnUgEjVeqVoWirQB7uBmllpqHiNhKWbrB5hYd5N3m2viAydAtPmU9uuzIeqgWro4GXzDXoGgTXx1NUNU9h1Cdkh5b2+YgPFrGh9pnSaUPHmJXi8/MVDYtSKcocsEXVMziuCNLUmmCds8QjW0EzhVe5uIAtoBpPeIPXV1LUorNuYWicXXKZrzQ/MuH30ab47f8AYq3jgtN7OtIaBG0WUNh0ka2KAGPbdligUXo5v1lUHcqxFGWL1nU5CveLFHodFMCl6oXKSKDYo8DeGkhNXrGNxx3ay02FGAUcobBb8wZ53Bas41DT+5lGU1nFwZ4AYPapkaLmaR8h/srXV6opdYFqGsNj7DmGOsawjYPGIPvOZYtNh3sgEInI9Fdyot20nV4golTLZpKRd8l7wqgUoKcAOwrXsS94sLy9jEH4gchfXvr+XCBTpG9LjDD0j/BSMU9JWU4j0ldP8PCI4jD/AAP8lzllZA+lE+r0S1NrO5feCSkzjPJp8SvLZRIHTG+JrvH2ma+pXGgQw4HrGsQnSvN34veLdtNeFZHraisGwPYX4gtAWarj6xgK0s1k3p61gVhwvn9XCBeb3nX8xDEUQtmsezKuG6cUh1PDLIC6+R57P7uLsAXrzMXm2lMMzwyDaHslnobglAb41h6QFuP6iGxAxtYaDLjx6wtZnkH76nxX/oKvwcwKZ1AMHcpkQKInqO2d8+JqIK7sU7f1EiEXvqvOYaW9m6Pc6zIchBxkMFbt2KNOoppjJz5hgoIaq9xnbWOTVWtSD1UErl1WVXpWszOIC1UM3/puUA3U6HymXqXmE7cOFHEryvQLe8Gh3Vl36HMvw8s3l+CKpN3aHGL0iS0a8j2VLFOYDUreu38YBqmVLbdi67zU2xeTXzDFrtiwuvPUsgUP3JmQq6H26vxGBj5Gp2A6So5GFrW8Z8+IgU00iVS6NDXfaDYygCAuNDWtokR+Cma7yG5FUkLYslWEaONWB14jbGbsaDr8zIklEy5sd/FwWOsGDw+SN0KKrR8D5iVNQfS9IizxGkfzqZ3qrFmYWzpVZiBZgennqCY1Fuq3d3nn2gMNIGwCBtm6+TuYPKuN9R/VkzpCRV82bmpFLosut57nVPaNxhlvS6gEt1rcidHrlhbmjJUXvqS2Lu8y0svVuNoKUxZFuUOqaTAQnkClCvAv+bwexABhODaj7xhSFgYa7c1zNCu4iuAHOvO0y00nEvflePSpaUKwXjUyuqt1jaYBRGrXYa185/2UOd72Ncr9P4eMZXrUYYf4E/hXUP5Ph/8AL/vWeMZJWYoPFQFis9MCyXJxK5Ll05VLbAQRb3jZuOsfjMMUNa5iAi9gp59LYZLo1lFrfR9fEesLtkQZqcqLxppM0DURDS7R0T1SimoaOvox6Ck7FldemZrrernEFhpje739JYUrGKNZqCMaNXDVcXsQKXKBdm9trba7iOVS7jBXKjS3WVVq+G0z4+JSuG4GZW929AmKTNS83At2PEC0wxnXpjMtzlTF4h4y2Lj2xPjv/QsTolkvPUVn3YfPmNSgqs/43ckFhILAJxSYlN1mobVdWqdYNkVYoPFHm/iOvljkOWpVzmStsrbGsa30Oqu5UnN6pTRrMQuzWnWnF/WAZKHDldveaJexfpVc52gEN0OHs3mZK21rU9+kMMdZgndfeDUkDrWzr6YlA9FDV6jdfHmXm55XNnPeYtrOtf4YjSnwMMCl09Lu8Y+kRADfd56gmkVa3+f7ApHWl9cl86V4lGpALXR8Y3c3jiVr9II0fVfTxCNqCqgbUtcZ30iUErEcsA3hujffEvsPTa6oY2RFyVqqui9ddOSIg01DqWHwXB3qjfakHkzmvWLkeUKHXuzTfzHEBovWvXWCRxWPD321mgiyBT+D9R6yAN2vMVewfeFPCDM1SRdQF2roTjeNe9Qq16Dwu8AF8DZvgtrbWseYjNXa4SmQpVmV/EbV0JbjuhdvDqowz6KTckQd+Q0cXmJmwpixBBTfR63LSFYYOWPjlYPrGOfK7vqpiq8mjb9GypwnU5is1vDTaI9oWkB5NLfxg3EoBB5u1tAKwUOnm+ivpM2SKivA5YihnGzkTZbrTbEB7Vi0DNtK2uUOFeSBevtENh9Y5afwYRMrpar8R1sluHV9LZRGXEPoFQ1lFO1Ao+YPScLAerUyMdLWnpMtVvqXM0Yr/hGGGWGPCP8AG9JQ9B0b035nGvKhHjGsgYNd2VPqScq2wuxhTTD6Qc4a5N7ds7xaqqxcsfj3mV0lC8M/5pFHsrRQ4PerKlqJ9UKpM1iqXPcrw4tCi7oPfMFwV4SnTmXG7CdHXGK9Y/Ftu/mFWoWGluL6u4QkqjLeRYWoZUyvPFbeJcgqyhqIdXivJGZWtrzQh6tMQ4tZ2dy9/QSSK1SwwjYui3eftKhB5DNqq0xhzMZUK0Pxs+Y4ouwRf9eYFYLIachc+O/9DNLCncUiAUKxtpo6xAAgXwe1uIjW2tKtrPpUAdSvTpLuJk5atAnEEboI6um3RCC5DeJnITSUcZ92FIKwLlPF9XF+loaBt6SjY/l3cVfNKuheLfDGyydK084xBhM1G3FczYSVhvi8axLjwQc+kNBvUDKb29YzLSZotqwytYAcb+0u4b0W+HEtyGf5/kUm202OVEAIlsGHr15gbE2SwfNZa+IjUChNOX7tlAqGEWuV98yzLB803vzLPy0UOmx3ZYAYGw8lbZiMPIuqXW8c0wIJeFIljvaodMy4AanCjkBDB4Qy1Gmx/tKjHFvFA+kwIvQPlH2eDPYHnSHBdVNBtXIVdTBx86aQ7AMFUNFoBNk5QH1jHb8IilNbtlSurREKRBb0S8LcH2OnMTn+4LmBlbf3lR7hKSdWzdy8RwalsFZe+KzBTAPcw/lyypaFb4beagszMTk8RhIq4OGuTsEv0ipNAO9wxyaekpiRvotuhWEjQKQbZoYb51yVMPCxAMVeviLUlpqjQzbLwhprA8a6xUWEmh8QPQqgOm1nGsrA5dOFWhe93BYqkwkzvRrcuRYuaqO4BYQXeTGE9ZXNAGAm7Rm8zJDrfUfuIC2fY6LHh4/qACK6XvGIZTdnvuNJpi9K9M6RSqRwHViZO4D7jVtvx6TTDA0nh/B/kB2IavES4NUb9sQXmQIpo3XDdRbjjNHvPUJgVqm7x+EDA0CjZ89dS2pN6mvjqAsRkpD0bdR1nQ9okybYhWDtiMlp42loGXVBObObgYax1efTaIGqWgMtaVmU0IZ2G3MyNTR5wBUEM40+8FoVCKVs30hiBPCDlAqdjb8EsHpCu3vHEaot1PjVEI+4x3NvOsVw+R56utYWHbflisazNDKbdNscS+KJWzBM7Z+JgKoDxh/txlkNdrxL7dcyVbFY0S/ifFf+gS0AS9UWGS9008e8ZLoqkg507+0sOwBocbuMePiUVuGIqdF3XGYaFirYby+0GhOinRRS+cwvVmGFvXiHXC7XR4ttE13CuFF6gaRUdFN2hdu1w7hsFy+Lz+YmpVmEc+iNs1lEx5hSWjRg+0PCfkemZ0spIz7RylPY9b00iSlWtsL6QiuG9BPR3+MBdVlyPW99IUGYWJp683vEGnQFrn8zEwKhks+cY/GOm8Ba61jc/qJceBEHNFRUuuL1K0r1xEiBiLo4rutTOIHjXxkqXs3oDESLWsL+xc4b2j7WN+aBcAkztD/u0N9Ocn3l6/Wb/MvCMM3tdxBdUTF9OGZKym28XSnYGw9Ik3AWiLFoVdYf9lRKBIYQEWlea3RhBBcTqm28N6MwxA9Y3rvs1hlrxKyIDjRp63Mk/PDWV1LK93+YiX68fkAkRqyAjBlGzGLiph3p+VBKOtROaszQkb9YUAO41rWcd5igxBvWrybzKwRL1ljLxefiXgUAXULVY3LziFXhrLV7TXML64qBPOy6+0GwFGigV2V04/gkzaYqXGV1OcazJoaC0apWaunxUOm0tuJers1xn2jTEBCrzmK9CHIYpNzMtVRc8+UdEmpbOSs7BmJ66WygdMclVDkovjOteZnAMAqdbuviETiVrR4FV5mLMFu+spWIoCvP9JWK9vEK4Ebp0PzWKc4RY9rxu+ZZLFy4D13EmgocAcHRNVmA5OLzoQ7VhgauuB1MG/Mxk9b3v7OIkq4wwnMU+Ssjhwakuq6c4TivMKmpcT5vuWGxL3c7g/TuUXK2o1pf9qAtWRekwZcZYRv2tFxPq7lJSWWlPYl3CMJYeYIUKawPjxvGjB3TesbzYUDB9XV6ysCYt6AM48Ez1AvQ5IzzRsvXcLXcim1O08R1rwt/HqrlBiNXXM1VZyEb1FbN61u5cUGr45ArBAoq7TR2v3ldOGG1vMuBAted5jZcW3K/7vqMQCgDYo1y/wCy9+mwW/mZlVb5WM+YWq0tm85nxX/oItABxde0odKg8HNWzjeHjeZfAAzMB697S6ODztzsvuU64Ke9zr7+YcqYtYX1uDXhBXQbubugesznlKPWdx1CBJqpK+JwSxG+FLDF59aYgml8/WPJGuN+8Mku6ZVcA6euM+JYBtOLcFUE8eJYaFqut7qMmgZpdPmDpgvU0xbHMBFs/ozKVojMeCFmY6nC0zgvuZNoAvu1i7PDBmLcR6l96xxFepuKDa6cMAuB8YHNPdPiX1fLFjdKjmy+PEGLSCXja+ceYJW0C14AqOCwKNsXXBVUb+ZavxRcKFCzNIX3MbEM16A0H4Rzl5z+1zmLuiMeHnPaiXVYdFF8cvSU3hzp8YTGeDWTwOY2NCmvU4lcrl8HPUeRA6nVG57QsNH2A32vj1OY5gTaGhTOdM3MV1F9VvJ7ksO5oirCRe9IyVjHp+4lQSMGF3SIKd5tu9Pz4mNjC2us2V3Z3gplg7S2rW3rM7h6qbUQZjYsFLmsa9+udYUY8EOlAGA0xXEMtdhT8U8dQn0QNlcA4CvEM6xJ0BZWN+C9PEYFBlxCAOhrAZINSz1MPMNZ3nn17/hikogsrGWLzh0E5uKM/BTKVYRxh16uP13Rlm2lLq1ZY/IYNxfES1qVYHIZzEE37FAXYwau+d8xb88mL9ZTTjVOT5f9+IdQ+xtrxSJVc5l5Vbmm6W6GHe4vFje14FOPAwvXi19YmWHGg+cYuMsoG1uDG74ildNVc2prC/PmWhBQbg4bv4qUuRPJu1XWOhYLLk4r8eYwBVZX17Su6jQhENaU6vWBcGprXnUrT1ixhdmNLuGZamh+kWwYy+CU4a0MPeOyGA+Yaq+UNqninbp+8oiWdhPXEVNFaEtsqm8F8e0YDstoar2begYYOTpLwp5/UetGBuvK7vXztHcLUwi3yfaBknIgyxKnQMdRJ2G6KPIxneNYbXXGKFc7PvEKg4VQ4s9+ISQ2zhTwX6bb52mAEVyh44E8wGzagV8uvrfpF0rgiKF1TXIxgdPasxi3C765Li2pGtYpq4YWNRVwRKzseObjqWhaas9Gj3Y2xogjeFl20alDFZbPz0hn4mVekGtZ/vHWvU+K/wDP2gGhZFywXIRyi7mj59IeWijANtzaLQ6p31HPmjonjzKziXSaXC9ft6xTFR2xu4WIjDQvX54hQ4goVfiuIYJRZoPR3hPQNBXpmbuJWYzYDs41hIehSrs9bilgWaZ8m9LqIgRkA+x68RTZ25xvXUrOBuCPzFmXXFH9cTdgfi49iBu/piDGhppmOoBpXZ3yDvB1NQF6vbb1lkAlDobV6/qCikujxe6XoPEVLV0tABXRcJa229dWpTLEl6Si23ajM0sCNoWaLbxbZLE2PLA4xatlnvRCt6vTi/WB202r1Xowovs1CThhf25OZrCDkrm70Y2MXlgOrEVZTY35t4q8eILzSYtjYqbasdzyzd3F5rKp/eYBwKHNZNPV52g7FCrth1HlS1fJsU3pdzP0avPmARYoU3OC+iG+tIGlJjBurfxEnQ6Or5/uCUW4ZR6PiFuhaLBDvzX9RGWFm7GA0absypaVCrZ0NAtvPEuy+oEPI7EvyXHpAFhk2X2KR9IXa7p4djtKMR1BAXraqvMHsvBIOvEVIABwre8a9Ry2c2F49ojDiOcdnmuoFYNQbnfEweWv0ukQ1eB2HFY3mQNswFeveADa7m31IHN8Piu7lNNhNd6nm92Jxg2CaPIbPcop1WqXC/nEz5cPlXm/PET6OmEW98ahmGRbAnjmpS0ENHT05Yhy83a+HiVt7Zhg94LCEy2rgiZJQ7PHww2DLa/xlX0sHdeMb6yrrJdG8FNVx+2WZRjuYBuuHSAIDuXUTnbrTDnTODHrG1tcaAspa01JXOHs3OIm5DGdYuQGaui2krWgqvDcqPFaQa18n7uYCoMqPO164qCQFdwau8WsRu9nu4qWcLmwTHW0oiV8P9RmYyzYdVHgBOetxMGBJyjf0m+IudGi6hzjaHqhaR3e/WD0Ma9O+HuLoBI9HJs6QSW3dUba+bGEFAtCh7co4yg3Xi4A2TRT4gqxurFDhocURQisUeTxKTC9Xz8RKyLTpvGZ8d/5+008wisvpLWq4qNa0e7j0WdrVfDzHC+GSHbEChHcM+suuB3dzDeaB6sQgOhSHGQYraBTc10Hi+ZYUTIXX0iAsAKqnb01xCT1hQAeutRDCXJKeOVm9PpKXgkuV2RaC7bDxEwa/aAAxbpwrxEZVbyC+G/iKSSNcb+Ylij128TREl6RI2L48pG5Glizlni9oAMa0bL2OoBRCg1TGPTeGurruttjq4S2TKeXXuOTFAC7BFD4wsNWqKlrXPiiWo6y9oACf3azJCuEuobWIC66aQ1bGqLj+pQg4i3poSdo92KxvBAoavHvBEiFwbbRsu7Za139IQp2DVizWNAvTfG0PKwbkObHxUo2DItbze863FKDGh+cR3NgLNaYK79RQKu9FWIKKgB7b/UMHCt4QrBobtdtNY4FZq1LtQ5Wm/WKiFQgHbN8b+kYZLWcHXwtxGaGLc0uFoz6xEcKgLYx0hmHIImuz2mhqQxBWBmC/wDkZDOG/V2x4xLkQ1XLuoCqLWnvnmUcWo3Pp4gHEl8a161TBLSwiVrg7uYbxdLL+/UATsCu0MawhG8OOszQtRIjgbxcdXNm/HXDBXCtAbLGCyVoweXmXnFSOiwxurOU8O18RO0qV5HaFU5HA7f1Cg6LKvowXAwUKqF0xRMm1i1dyg78xxKckM4bfpURiY+8R0aMMOFofb0ip0BfJxXe0eqq7MlfogBkCgcUhRhZbGsUYjN7nUpm5QoHp9pZtvCmvN1rGd15HXFb2syPZo8vEYlbBt+aIDu+c8GNgxf982IStYsL7TcNN5RWkLQm7xpfhixRvGv7EEK9gGmfn3jRX0Wt1vbWKjUWmlt2PdmZEy1m9+JgWtRrX6RULqWVf8PyuIBtEc+KK3ZTWjZlo1/qAz17yWtmHxcDHwctWpDf6FadogqoZuIdCGSvNT4r/wBDEKGjWCrwrm9I8K0kLyMh7DfVRir4qCu/rjbZiZrkRlcY8eJZACUouPESDSs27R23Bvkj7IGwGvbnaaTUiget1cwq5S9y4L20vEU1upsQahnQ2+iRHMqeYfqDnYDb37jCHsIP7K4zFGLQmie5X0iKMTFKYgc8nGcfE7NERXaAUux0l92d/aPZ3iBa0bx2cs9Jo8RTi98s9RhcuPLfP55mOCBcBdvWWpAQymtF4ya4mpWCTjwVrdf1BXVbFYvlFgeuvg80JXMwBQ+ISgjtzN0i9HbgQr3gtyx0N7zHAFTQZXwS6KKMi/NSgtF7C1U9ntNXQk7pl2TRogWi8bGVSqZDVW9FMqxCMCo3TfZq0VCu13lxEDB5ef6z/dQpEQpw2F+4xqoAUFW1t1Bpkb1x89a/HcKpUSgpmsHXErJqlzT8jQ022lZa6Ksawu9Kp92ppoNmm/yV/kpMGWls4dir52xNVcIshxHSFqHKt2eCnPNyohSFp3b7jx4jAW7ACgNrA17mYQGCsG119IpwG3DpxvqaSxrFIsjau7lygrvZ8QEAAKmq4vEqFBVkD6cXiDStUZFYHobxovZdMrYGjua0lrhRMVa5r/PSKXkVptzk/wBhulLac99QFILrNQ1PfK4lJ02oX1o+JbweRP8AIrgYtmntA1iq6Me1Q8CtRyuzmKGdtU31GNWRuRE8VqgMho1Mekp1gI2DvnSZTrRzWN/HpCdwYpVfrf5nEpQpwBdKoTvRb3OAhQekhjV1/wBlqJpp8Nc6ygFGmuvpCaTWzbzL+cYAbvi/W5pgml7/AGjEsYDLFQYTRV5P1MjDsoPkszB6gasi9Q/HE0QCCLZaXjB5hOQmnmLKK8YT1/cfNMXSeATD8QivmCsQNUR11OIGsSUtN7cWZ/NJVuZ1zslzQlwAohhPSEUh8GWyuuBiKU49ErTgyNpQsOGRoub4qpqu5TR9rlQxgh0Y1fJ/SENsBOotQu7HJS+Nafy5Raq4DDvlCMNbj0vOtz47/wBC5qNSzWBM4YxD6qbTYSyhlbSjxnHmXv02Df1cTGjqqUw7NowKQVyeCvGv+xmEcWvSZ7uqzaUNUXg5lWsEIUV4czQWfMIJeOh4IxwQZfNzqKAYXqV/UscSdTLJ7RNxM2bB56j5VkOzP3gqhuOLT4mQwvNcRtZ25SVIpEryzNLCkd0uxNYMJW/fAY0uGAZbceHuJ8Gy6TnGPjcgZ9IIK0srTDePWCzb0OeCIi0airPmAaPLQe9wQFAEe7ZHtlcBp+IGlw8vD4mOTpphFlCU9yhterxBxC2NR2x/kYYq0LrWrDaw4TqYSpSoLjZZMpBe0GG14+PEW+We5GstD3n0SYctwnqXFtrVeIWnqUdpzksZUlHNpbr3KaZxLs7N6JUSRr1zq91EWySoRtvjDF+/MiFsVsmt+t7RAzjlpdTc0prFeS1hAaEawWObshQbBw9tK6g4AKqdOK8PTiVuxzcdbDLlEbatEscJlq6FPfiMSzUTH0FBWTHmWKLodi2uurlDovTG/pBg1Qsy64ZwtKlHku3zDP19D08/MWZUANj5XhfrFSiLyL4qn+wjQdNunuccRkHbtTHiKaMJw/sGPnNK+rvOfmPboLTaauuDqXkFahx4rf3it+xv/sIYKCBkvveaqOi6q+sqPusGvPZBVvXAet/SJGuqqhMaoBkCFG+u1Y5nLXMEWAuWqz5ljy5Rg3tnyy7GH7B9YkI3YGjpq6fwgCE1U1T7QA0hqLmuC71efMzgJ1zY/wB6axKxTZfhp3EKBW9f7DGjkt51gFEtSlwVxNUmSjd3tgY5UjkHnavvKRcaCmvbQr+4CtGNxPpGJWKQfZf2lqvgGT12feOterOr5L/yPxVL3vWQ+vmJix2W4prOkGiszTYTaytI5NJd4Qdj8qMumsQfpp3MhgRchpweGIQGL/aS4+6GnH1NL/cP5TDJfitX2lKandVs6l5sOxC1LeA3iHdC4HljhDQxHka8YxFP98MMmsSRAtrj5+kUEmUKo7us9Y8weQ5LZU+K/wDPIjJQxDUde6KFLk8+YGSkDdU5r03O5ivjtlbCcV+bwa+5xBxoyGT1uLVyF0Vi+nWDpCuE+64i4Uzo23r0lZqKK48GHXb5tu8nZbLVTdu2tIAZHtaQUQVN2wOTeHUt2o8NRS/Mr6Ijei69dxXnMC02oV08QGvRxN6rzCYR4uVBfhjuQMf1Eai/9ieGzGZYLYBdtnvAEus4+WUx1Cjo8hXMuXNEyvH6+sJhMxZk3K3uneLBUiiXqhwZ/wBl6lMU1C0094g04RH6IGSDRG1+YtaJW6x3BQKaGv5rHFw2G/7i8ITkI/tMiLXT2eZRUwXvHFF4x/keHKya305IFQRp1as29szBxU8UpdvAvuhBlaeVxs83mvWXNd4jtTl6oI8zcRaQUcIFKns50iHFBjCV5rDVN2/NtStCp3EDe9GWkwymzXHN4/2X87lpEM2TKS74Q+9DUF5jkS1B/pS4EXE1rfJ2riDUSBhgre+GDcJuqat78Z2lPKQ9q8jEQIMaB8nmXYFbzlCLVWN3Z6w+0OWr8S1ULbraLg5roD3izFcmSKurpLnlsah8YlFAK1cY3VW8RFre5494DpKop/a9e4SJqKt+45xntwYygEoGR859YVLBGnov3i7ewZfJ3cBJ1WGVbm0B04gqD7l/1KcRo3njbG0tTZbm9ttNY3ObT/WvWec64Dz4lAcEBatHo8yw600up46g1hYg7wijK1aQ38xgGSPbX+piUxa+jWKxLbw6szvXOB781cDCsgy2z/mJVVK028/JFLHg8u1fMLEtq0yX5MVt4mHcjYD+qi4YzvfnrCWZhXIIouY9M97lAEaWhPrChxfRDhf9mGKlyiEfUvPpLh9RS/mZ1l0/FxjImBdXzFl2eVuKSrvX+JrkTn9TSoi2n0ohVNV3OllabXADilNrNqg8nYW6PJC4bylm/r5nxX/nkC0Ao7awrrGDLZ3PWU8JvOmyrigmWqdH+y2cqusGIVmoNTkNNtvSHwUdWD8RojpL0NwIBcl6PcpC41b1W69sPnRqbERa2+IzaiFZHTLsE1vK/iCBHkCWDQBTRTqeNqhG15PtpcUE+sGnmN8YPG8dxLedIu0OnUcwDeLih14ps8nYnH63K7dZDk8TPHeLe1I4unnzM04BMwe/qTGR61TyfEPjAQvUlVuN16MU1PQZKagbJ6RDUpqhbkdNEpsnBo8UcILDZSsaPPrHMmLuVOKOYZH6AW36SjjYvAdLHqbNaT1px6xBKC+RBPWJ0k4dvzMqAsKvT8I5oGlKI2ZvcqFErCS6Qqy84R9pYpDaADS+xrPrGKgQzQR46mdIaN24vZwaywV5RQ85rlM3zXMF4khrYVORb+YWzVBsp3GAIjw3SwlcIfiMRI1Fq2g9rzHdMXUF0u+yKloQShNLPDrLMnNGgHA806seIoUV252OxUyZCcKiubL29K4mKoU8m+WXt1gzAUAocBWh9WLL9R49bmG7+0CUoOSEHCzVF6+ZkQ8A0PZAb2Vmges6y0ddS2i4tK0DNSxQEChrdV72zEoCpkPswA4sIMn+zVAWmTDgzCCK7V1GCG5pxXniGtoOTMV6TdaI+vpjOqCzSqyNRVl2HS/OYVU1L338esDAfh/cQKEG8Ub8esUvG2fJtitWNU6+UfSLhjF78fqP5laK7eOop2W6Jr+5odp5XXDaMABmbDXuC0K9WvRvZtKNxib+YTYjCiuJYLsHFuTxL1KaBafW4B04KIVWUNAYgGOcihD5IdpgFgEt1uJkNgUf5HxKwopw4OjXxEFMMqe/+RoMqt7dFy2lsC+faZtEzjxM9SrN6l78Y/rTeMQ1SNPwzDnhvKNWqbpR3XrMdERNzZjsHVY948Vn6RRiG7aHL08xodcUmc6Y4nxH/oWuLw7q6iAQ0Ji9pnHvEiZs1Z5N7njxL6laxyHh60vE0JtrOnvOjBbHLvj2e+Zg5mEGXxnNG2IqxFDIGfa6/NI0TitKx2XX9Tan2Qa6Pf6xtuAgoL/z4mSaRvL7MZLfK5aSZ0dD5lcuVoGhPfT3jUcjkF80QSiVCaU6L1gaIYTNr0vw3txmCMUOHaPfcvSKajG1m/pDHcKHkjQa2h0LFaQeF8jnIkU2A1rPgd9+KiMXUX4gDqYb6lzAIpp60NbiKW6Bvp1C6w+01EHeKZvL7eI1LLAwKcrpXvxLx5MwLSxvaGKb2SE6eLbU5q2WmGmWVdyxm1ml+ustLxlne3fL3LWhSgOX0iDPx8RBMPpGyWYjTYoU0oz6QPm6ZKKtnZCjbi9okptsbAatXtz6XLEU4/jVtaYo5i1ZG1anHaq+sFt6pD4WHuoos1bvFNRlIFb2M0GrgArg12AYmyo4XbX3l0LBYsMda5v6Q0InDMarOVttXpjhM56S40Xpmxvwb3IOQvGJdW0FGl0bUQ5IBKeGNvmUpzGsQsXBgOfeDW2QHTwa6Xt1MqiRgYaY71g50TMFegOleITBe1ACWrRRw53xFZScggKzoZprPEPFrmZDGBrbapT31Ri1adVzB0Lf9jYW9H7RAuqO97xNn9XXrHoG5tj5+ksYBed/GZiMviRzWDpivjOSIcijo0lZlcqxKLGb3eJYDgc+2sbxga8ekQQB1X9kFtse1fP2laiGqfdCl6lOnvmINBWLr4x9Zjsjq7/EvLplqViCiidCz1a0hZfFveDz+EbFrLdKv3+IUKCtG/6uA0Cq7z8okVUBc35hfeAUpkbGS83C2UQBiYa5zfpEFVF5SeA5L3x5lotPCrnfP1iRA2WQbjENXwVvKZqHZm0cp9dt84hEDvOJrX2+sN7yPR6f7LI1TaPnWu/WKAqHOVRQc2Vk8sUakvpTn+iusVGG0QG5+f7ABmDYhim8uT6wYtKugpFy33cQDl9niAavrF3gGCRA5oUK2xHV4xkP6+8ErGBd6XkTY9Iq170FkerrL4XgAQ8a/HvEiy1AV4JhNXYAeR5+IsI4dDR9/tAoGZVXydQfSR7L7qfEf+grARfvq4i6S8rpW+mt4nClWlBu7Hm/GsWiGNNPrw+kvkjZlejX9xHFKWjI8FnA7LJZe1N689MXOTYen26hNYMZYeKUhYudcrvmjtlMcOQ92frCToc0wnWOd8zCnWqP61nOEWsviDFAMU7PjidcaL1ty9KmhqrxZ6/5MsxCiwO90VVcRqALdrq/p38R9lRozjSqeITZ2rHoTxmW+wU1DyUVj3l9pG+q3u3fmaltFMh5rXqMO+NjsJw3iviK6pdV9q0lLi2FFr7MavMrDWqLaeKTuWqVBZDl4b3zzcIDeITN13b+kTsAFWPLk9pVaxRUCYxTuGceWAEoaiZHk5qHWvPSFQvvicHGHV7HfvG0cDKZZHSmzFs5QpAXRzedeoiC1G2Rol3miviUsLRiJ1o411viVZjMGM9PMHhPWttc+ZQkyFg1M47fHmCzhhyG4rzrjzmMgBgQGe8xL7kvXPADlrmFGrxa2jCvaweYBkL3W3Rn9RDWmKwOot4a2r1hT7Hq0KNKjXzmGM5i0FCrOKD2IfAqCWXIp8S6UBswcpuOupxMCpsxb1Kq6UXfxMhtlaDZutL+sRWgKcrlfTeEW4FvAvW0GZJvZ049JWjxzvFUL8n+zctcQy0aPPmZCNvEMGobI6y1Ka2bIbBs8hSeIoXNaV103CMnyLf9woTIMal9kLUoBkT+oqQsbFFQK6cX58TLDlbefWoEamWpv+4JAXIjZ7XjF4l3IBdnLt7ZI4QqmXK/MMoNRrX3R057Xv5xtBS+YFcem0RXQejk9O5fApeU2d7xGdt7FmBTOEslLUDQZHtzTWIKTGmN2GkSts0DX09O5hD4B4+PmLsUdw5eR/cojUrKv05hSpYpCVWbB0Sz1mq11Z02DOAN/GYzal6VbUac3iWiFDVo4tvMv5lDYb0tLf8AYRIGCH+w9uFzV7bia6qul82/uJDu2yw7xrAy4mr27NSkWXyV8RkI77H7im9Rq6HrpreJQ8OpD7m0BVOr4cRYAo0Un98BCz18jPpxCDN6UP8AkqZE4+wMwCFNYm3GURMbX6Rh+cpSejWfmIh4k8e7v6wdfZC69je7RU+I/wDQKljucSgFB1v3jRIsKyjURXsCGxwQENllLcBpStQLfy4ve1UrqPeBmJVGk9H6xDQjopRLI3jdg9oIyKAaxmKDMSy52lBRrGiOm+wpgiA1y6xxE2LUIbYAYTShiUpzWwTPrL7cGCyFRjS0t9/6lJpLFis5ldVHTRQW6W7GZZeK0Stu413oN1LVrn6Sm6t5TPpY44gjECtNgadRR3YIXOW5wkArQlOlvF8iBzS/7ilavP3oV2vlrEWqhqDY4K1RmaZQxTM1aGiozHoDZjHEux/ZufM3WoV2awSfAaLfjvuVHhVAKO+f3GSbbsXmUVhJQK6viODkwhC8lb/qYwBuip6zX57wwPJ3KIG6zk3K4foxeLgGCjvmIoubcPJLYdXn+k0TU1csrSBsFXzKkRUaBKEpGglm39y3zXGbNbYECDJuoxBYA3wuYaPYQKhn3BFsGCVSARl5rNbptiVI5dKIcZRLCmU206qMwxc26mH15AzuQXWBgwaMIl0cBPSLNLxu946yxKwR52WF0I4SyNgZgNO4moXFlq4hybe0tjCrBfkyiUvANjzcIxAqheiv6i3ANAqvETdWCBsV/kMrhmaFESKJsJRudzVKtQpUaSu7zSKDJWJigFLYq26cyLumAZdVFOkPoUmhHyjfYqIUeZU7A0D8S9TnEEq5gqmA7mBV43IGm5d0sRXnqU9cS5rFZjE8gC1YqmZNBoT2iNMopo86+rEDXhqsTLsCcmaabPTHYjktJAivCkzKNnG5RlCskH8+k+O/9D+3/wAnSXE7UrL69y312CsnrMCQJWH3VFmUy3/2J2NJdkfpxFaroG2epqVlS1GN+4r16+setaqXNxavNRWDyGteNKqWiHBYRjOtVMVkUtTjaoAb5Wo1fdRaRACzw+8vSwAoDxWtx4ZLNHU/5HxP9/8Ah8rNA9oYZhhG4FqeKrfzLcf9yy3ut43YTu2r/uZDpoVaPco2AoxBmhBbBe0SNwDZRddx7Xj9YcRXtQNct/mHmMQgfI0on9//AA+T/n/OpU2jYIaGQPrFNhREHh5qAL5y1brq9oYUgFwv2loYbJC66i96GluTa6hCUEixDOMzJUAoj0c3MxLGrb/5afr/AMalfwMARdRQxUDxkdFFukVrhos4bx6pruWtf6hAYRoumCQOrXNiVpDf2Ya9RNo8hgV5uog40kC1miuZZKllMtzZBGQaU2xnatUYC5IZP/h8V/6H9n/nRwSiUcSpRx/OJrKNalHH8VKJRx/zPif7/wDGiqqUcRLlEANpW/8AFEqUaSjj/wCPz/8AP/kg6kqUcSjiYvmRtiUVpKJRx/8APT9f/hhtFWFp34mJjeikx34jumAjZT4iXgEFgQh7hftH7ZIKzBq6QMxnZKLfEMpG4XGhroAQ5aPCJQc+ImFrQRf/AMfiv/Q/s/8AcPif7/3Pn/5/3NP1/wDgRyvQMpzGNHXgxcRcysYM+4sQuIADyTF9w6qnleOItlJJMvFSrUAw0gFUDYo0Xz4gmXcbL10qWMxAEbfrNFK5zbzAqxNK92pLUX/8Piv/AEP7P/cPif7/ANz5/wDn/c0/X/ufFf8AoXU2lT9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSfqD6T9QfSDu8z4+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0n6g+k/UH0gxazeJ+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpBhR7RP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP1B9J+oPpP0BBQcf+f//Z"></p>
<p><p>When it comes to buying an excavator, the price is one of the most crucial factors to consider. Excavators are heavy-duty machines that are used for various construction and industrial purposes, such as digging trenches, removing debris, and lifting heavy objects. The cost of an excavator can vary significantly based on several key factors.</p>
</p>
<p><p>One of the primary factors that determine the price of an excavator is its size and capacity. Larger excavators with higher horsepower and greater digging depth tend to be more expensive than smaller models. Additionally, the brand and manufacturer of the excavator can also impact its price. Well-known and reputable brands often come with a higher price tag due to their reliability and durability.</p>
</p>
<p><p>Another factor that affects the excavator price is the additional features and attachments that come with the machine. Excavators can be equipped with a variety of attachments such as buckets, rippers, hydraulic hammers, and augers. The more attachments included, the higher the price of the excavator. These attachments enhance the versatility and functionality of the machine and allow it to perform different tasks efficiently.</p>
</p>
<p><p>If you&#8217;re looking for competitive excavator prices, it&#8217;s essential to do your research and compare prices from different sellers and dealers. Online platforms such as <a href="https://zmequipment.net/excavators_mini_2023/">zmequipment.net</a> provide a wide range of excavators with varying specifications and prices. By comparing different options, you can find the best deal that suits your budget and requirements.</p>
</p>
<p><h2>Factors Affecting Excavator Price</h2>
</p>
<p><p>When it comes to purchasing an excavator, there are several factors that can affect its price. These factors can vary depending on the specific make and model of the excavator, as well as the market conditions at the time of purchase. Understanding these factors is important for buyers looking to get the best deal on their excavator.</p>
</p>
<p><p><strong>1. Size and Capacity:</strong> One of the main factors that can impact the price of an excavator is its size and capacity. Larger excavators with higher operating capacities typically come with a higher price tag. This is because they require more materials and engineering to manufacture, as well as more powerful engines and hydraulic systems to operate.</p>
</p>
<p><p><strong>2. Features and Attachments:</strong> Another factor that can affect the price of an excavator is the features and attachments it comes with. Excavators can be equipped with various additional features such as advanced control systems, reinforced tracks, and improved cabin comfort. These features can enhance the performance and versatility of the machine, but they also come with an additional cost.</p>
</p>
<p><p><strong>3. Brand and Reputation:</strong> The brand and reputation of the excavator manufacturer can also influence its price. Well-known brands with a strong reputation for producing high-quality and reliable equipment often come with a higher price tag. This is because buyers are willing to pay more for the assurance of durability and performance that comes with a trusted brand.</p>
</p>
<p><p><strong>4. Market Conditions:</strong> Lastly, the overall market conditions can impact the price of an excavator. Factors such as supply and demand, as well as fluctuations in raw material and labor costs, can influence the pricing of excavators. During periods of high demand or when there is limited availability of certain components, the price of excavators may increase.</p>
</p>
<p><p>Overall, the price of an excavator is determined by a combination of factors including size and capacity, features and attachments, brand and reputation, as well as market conditions. By considering these factors, buyers can make informed decisions and find the best excavator that meets their needs and budget.</p>
</p>
<p><h2>Smart strategies for finding the best deal on excavators</h2>
</p>
<p><p>If you&#8217;re in the market for an excavator, it&#8217;s important to find the best deal possible. With a little research and some smart strategies, you can save money and get the right machine for your needs. Here are some tips to help you find the best deal on excavators:</p>
</p>
<p><h3>1. Research different brands and models</h3>
</p>
<p><p>Start by researching different brands and models to find the one that suits your requirements. Look for reliable brands with a good reputation for durability and performance. Compare the specifications and features of different models to find the best fit for your project.</p>
</p>
<p><h3>2. Compare prices from different sellers</h3>
</p>
<p><p>Once you&#8217;ve narrowed down your options, compare prices from different sellers. Look for authorized dealers and reputable resellers who offer competitive pricing. Keep in mind that the cheapest option may not always be the best choice – consider the reputation of the seller and the quality of their products.</p>
</p>
<p><h3>3. Consider buying used or renting</h3>
</p>
<p><p>If you&#8217;re working on a tight budget, consider buying a used excavator or renting one. Used excavators can be a cost-effective option, but make sure to thoroughly inspect the machine and check its maintenance history. Renting can be a good short-term solution if you only need the excavator for a specific project.</p>
</p>
<p><h3>4. Negotiate the price</h3>
</p>
<p><p>Don&#8217;t be afraid to negotiate the price with the seller. If you&#8217;ve done your research and have found similar models at lower prices, use this information to leverage a better deal. Be prepared to walk away if the seller isn&#8217;t willing to negotiate – there are plenty of other options available.</p>
</p>
<p><p>By following these strategies, you can find the best deal on excavators and save money on your purchase. Remember to prioritize quality and reliability, as a well-maintained machine will provide better long-term value.</p>
</p>
<p><h2>Arbitrary data:</h2>
</p>
<p>If you are looking for an affordable excavator, you may be interested in checking out the excavator prices at ZM Equipment. ZM Equipment offers a wide range of excavators, including mini excavators, at competitive prices. For more information and to check out their excavator price list, you can visit their website at <a href="https://zmequipment.net/excavators_mini_2023/">zmequipment.net/excavators_mini_2023/</a>. They have a variety of excavator models available, so you can find the one that best suits your needs and budget. Don&#8217;t forget to visit their website to see the excavator prices and find the excavator that fits your requirements.</p>
<p><h2>Arbitrary data:</h2>
</p>
<p>ZM Equipment is a leading manufacturer of construction machinery. Our company specializes in the production of high-quality equipment for the construction industry. We offer a wide range of excavators, bulldozers, cranes, and other heavy machinery. Our products are known for their durability, reliability, and efficiency. We pride ourselves on delivering excellent customer service and ensuring customer satisfaction. Whether you are a small contractor or a large construction company, ZM Equipment has the right equipment to meet your needs. Contact us today to learn more about our products and services.</p>
<p><h2>Arbitrary data:</h2>
</p>
<p>Sure, I can provide information on the excavator price. You can find more details and the latest prices on our website: <a href="https://zmequipment.net/excavators_mini_2023/">excavator price</a>.</p>
<p>O post <a href="https://batistarenovada.net/excavator-price-3/">Excavator price</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
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<p>O post <a href="https://batistarenovada.net/how-nlu-enhances-customer-experience/">How NLU Enhances Customer Experience</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
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										<content:encoded><![CDATA[<p><h1>NLP; NLU and NLG Conversational Process Automation Chatbots explained by Rajai Nuseibeh botique ai</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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width="302px" alt="how does nlu work"/></p>
<p><p>These low-friction channels allow customers to quickly interact with your organization with little hassle. Also, NLU can generate targeted content for customers based on their preferences and interests. With today’s mountains of unstructured data generated daily, it is essential to utilize NLU-enabled technology. The technology can help you effectively communicate with consumers and save the energy, time, and money that would be expensed otherwise. A simple command like “Hang up the phone,” for example, has historical and colloquial contexts that shape its meaning. Today, we are working to make NLU more “machine learnable” by coming up with innovative ways to efficiently create annotated NLU data.</p>
</p>
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gdVEDrivRqzSeoNDakuOkNU29UG72l8xpkZSkktuAAlOUkg9CO4+ev0M1dpvQVl3E2h3F2i2g0ANIsa8g2F6U3Alwbtbn3OBCYk+I4ofd21EuB5RKuINgoSAS55t0IGgI1+7RfaJu2zendW37ROoYunYVpkx1uQWmyy0tdzmMhWXCeaQo5Awz04ck1izfilw/wAmTJtri+J+cvd3jvqTWrbfWl80RedxrVY3X9O6ffai3GaFp4Y7rmOBJBPEc5HcD31+hmg9qtltyLl2ftQXPYHT+nWNc2zU8y82lqOvlSFNMNlpaePyuDJK28+9CxgkYJrfRG8Fo1z2I97L3F2o0FpiM7dIcFuNChOIjMJktoQ3Ic8vKnWAoKSvplSckHuqM0/wotk+PrM0WwcEnoMZzXypSUp4icDr31+nuq9qOyRtfrCLsfqqDoFNoasgfmiRZLm/qqQC2Sqe3NZBbSgEcWEoKRhWSMYFHxtP7VbB9me2bq2HafT+7szVmsZ9l91L5HdejswGXnUMJQ2jBbdeShPCehCnD0PRBlYuMuSIeBmnZs1X1zt1rHbeZbYOs7Qbe9eLXHvMNJcSvmRHwS2vyScZ4T0PXpUbra3/AAjbcdndzRbMSwv2RhG31mQ1bH1EuQUBT+GFk96kDyT6wa1SrYpTdSmpM160FTnuoUpSrmIVbnZN/GG0X+2OfQuVUdW52TfxhtF/tjn0LlaO1PYa3wy+kpV7j8mV/uR+HGrf3zcfp3KqRkEN9R3irb3J/DjVv75uH07lVK2fuYH9Wufth/2/n/B6HZP42W/thYrRqfXemNPagM8Wy4z40aZ4AWxJ5SlAK5ZcIQFY7snz+nodrL52UdkrVZdSzpV1mNzYklwCLA1CiYLI2lhlyMiSFxmypUhTiwrj5fLxwp5ikknS5pIUwhKkhQKBkHuPQUEeOOHEdrCPeDhHkj1dK6rhKSVnY5KqRi2mr8TaKZtJ2apWttw7Cxcr7ZIW2FwclShLvDT7t/tLIcadbiKDSQ3IMjwYJB4hwPecpJGf1nsVthd9Iw9XsJemzplntqbrLtl3gQIej0C2RFpkSY3AFy+Yt104TwKUGSkK5hydQQhsAJCAAnHCAMY/V6K+eRH4kr5DfElRUk8IyCfPn01Dpz8ZF1WgucDcncLs9dmrbVN3vkgamvcK0QkutwI+oGGzPQZzTDUxqRyOqHW3Fr4EoKQWwErUFEjC6l7O+xm3+pLnp29XbUV9hQEXO6uXuFcobbLUSG8oeBFrqpb620cPGMDjdbwnBITqglhhBylhsZJPRI7z3n9dcJYZRjgZbGCMYSBisVXDVaqtGo18jDVnGfdVjavdns1bM6E0Lc9UaW3IRqebbEPxPBGJrYU7KkLakW91Hk+U0IBfU7judaAHnrVjoBgfxr45TQOUtpz1/JH66+z35rapwlFes7kVKkZu8VYUpSrcCl2KUpTgLs65P+bu/wBhX8q8KEHlo9JAr3P9WXR/UV/I10xm88BUMgAVwdsd6J3Nkd2Rgb+0y+ymOteCg8SgelYpEtmExh3ygrHAkdCQO4n/AIVk9VMq41ONKOFJAUEnocdwx/GoqvnvniSlRKSEggd2K5tNXVmdlu3FGbTqeSrCWlBttvux0z6Scebr/OvtnWExtfCthtxtQ6gjHEPT6qwBjuoSGwg5OUmuxuLJUCktFOOpOO8/8ir+qiFvMk7WqBKSEOMIKSfehIwnv/KIP8hXku06K60MYYyQoLbIPd5un/GsI294M5ywwCsHBKh1A/5/VXsWgTEZejpV0yVBWD/M05cxxC5bCmFLDqnMkYUcZT/vrwtT3Y56LKkq70k9Pkr7IjRgUoBIJ7wrqP7q6FLZCj0SU+Y476lRRHEzjDzb8fmN+foa5dTgE/1ax1mfSXHGCeixlA+Wsq6Bgp/qmtWpHddjJF3JHp7/AEYj+0r+dZKsdYBi2oH9ZX86yNewwj/4Y+R4/Ff35+ZY20PaH3h2IelL2x1tMtMe4KC5MRSUvRnVgYCy0sFIXjpxAA4AyTgAebdffTdje69w7/uTrOddZNtBEJPEGmomSCVNNoAShRKUkqAyeFPXoMWNozsY6817d9sIWmtQ2+Rb9zrVLujNxEZ0NWxcXHhLL6e8qQVIAII4uLp3VMNgeyrf7HrPRmrdxrdpyUifrmZpBrSt4adKZ7sZp3nOqUEkcpJaXglCgSlPQhQFTKpSi95LiiY060o2fIrXUvbL7Smr9DPbe6g3QuEizyo5iShy20PyWCOFTbjwSFqSoEggnqDg95zE4G+m6FqOhfAtTls7bKlL0z9wbPgJkFJeIyny+IoT77OMdK2+/wAn3Z53ZiJquW1pGNe/8c4trzTEZ5QMf3U5CrMgq7xwZUM9OAY7+lRjtN9jOztay3W1Rtlr/R0dejo4vr+iILTjb8G1hpPE5x+8CvJWotgHAIyoFQBxwrUruFvvkZp0KyW9f75muTfaI3eYhCE3qtaWBqk6y4PB2/8ATCnC4ZGeH88k8PvfVXjc3x3PcuGtrsdSr8K3EYMbUayw3/TGyc4I4cI6n8nFWJ2FtvdF7qdpGxaN3AsLF4s0qFcHHojylpQtSI61IOUEHooA99W1/kp6H0jed6Zz1qZ1Ho9e28vWO3t3W4tTfLUQpCkKSQFLa40pPFnoUEjyhWSdWnCbi1xMcKNSpBST53M9st25dmNt9vNO2x+XutBl6djoQ5pqHMYk22Y8gfkPPfdW2Srry+IBI6YUB10z1puTqDWG6F23YQs2u83K9LvbJiuEmG8XeY2EKwCeXhOFYHvc464q49G9jKbf9H6T1BrHebSGibrr9SFaWsd15qpFyaUoJQ4pSOjXGVDgyFBRUkZBPSztL9kXQGjNuu0VYtw9e6Xl6k0c1aGo1wchPg2XJdcDwHU4k8QaAGSCySfNWKEqNKV1zf8A9MjjWrLdk+HPoUHrjtcdoPcZ/T0rVm4UmYdLTmbrbkBhptCJbRBbeWlKQHFJI6cWR1NY/Svab3u0RuHfN0dNa5kw9Q6mUF3d4NIU1OIzwlxojgPDk8JxkcRxjJzNIPY21XN3s0fsmnWlqRP1hptjUcecqK5yo7TjTjnKUnPEVDlkZHTqK8c7soXC2bTaY3NlbkWbw7W75hab043FdVOucxMoRyyk5CABlKisnA4kjHXNZE6NldL7/wBGJwr2uzw3Ptk9oy7ahs+q7juM/JulgM0W6QuIxlhMpKUvJACMYKUgYI6Y6VXll3J1lpzb+8bY2m8FjTWoHmZFxhctKg+40AGyVEcQxwjuPmrZSz/4PCbeNYDbRntEaCGuIUYy7xYEtvrdt6eDiwlY6PKGU8QHCUg56gioBvtpLS1j7OXZz1VYbBDg3TU9pv8AIusplsJdmrakxUtF1X5RSlagPRk1MZ072ivviw6dWzcnyMdZu2d2mLBolnQFs3UuTNqjxxEYVwNmSywBgNofKS4kAAAYOQAMHoKwm03aZ3v2Qts6y7aa8l2u33BZeejLbQ+2HSMFxCXArgWQBkjGcdc1V9Ky9nC1rGB1JN3uSzcrdbX2798jam3G1C7eLpFhNW9El1CUq5DZUUpPCBk5Wo5PU5qJ93TNKVZRUVZIq25O7FKUqSBVudk38YbRf7Y59C5VR1bnZN/GG0X+2OfQuVo7U9hrfDL6SlXuPyZX+5P4cat/fFx+ncqpW/ef6tW1uT+HGrf3zcPp3KqVr3h/sVztsf8An8/4PQ7J/GWdpDT8vVmoLJpWA80zKvM2Lb2XHiQ2lx5aW0lWATgFXXAJx5qkcbarU1wi6tetTSp72j7h4BLYjMOuFwAvhbqVBPCEJEZavKwSD0HQisDojUPifqvT2rfAfDPcS4Q7iI/M5fO5LiHODiweHPCBnBxnODVrQu0VZtM3a53nQ2279oevF+t9+nIlX4zEuuMOyVvNYLCMIdTKUjH5OCcKzgbuIqYmDSoq6t4nBqN7zsV/Z9qNzNQxVzbBoG/XGOiGiepyNCW4PB1FYQsYHUK5a8AdTwnAOK8WkdB62185Ka0TpO6X1cFkPyUwI6nuUg54Srh7s4OB3nBwDg1cli7WEe0OzY0jbOK/aY0+LcdORW57Ycsy40VEZpAddjucaQhtJ40pbWDxYPlECGbf7zxNLw51t1XpN2/x5OoY+q2fBLqq2uIubPFwlakNrC2jx9UYGCMpIzWJYjH7kt6mk1a3HUreVuKIo5tpuG1pZWt3NF3dFgSATcVRVBgDj4MlXmHF5J9B6HGRWYk7Sy7fttC3Hu2qrPAaujLkm3wZAfS5LabcLagh3llnmcSSeUV8XCM+cZy9936uWpp9wudz0+0JN00zM0++GZRQ1zJNwcmLkJSUnACnOHl5PvQSvPSvTo3fiJojbyVpO2aQlrnyWFx1uvXtxy2OrUviTJct60FBfQcAKStIPCCR0xValXaDgnuJSvyVuK83y+RHrWIo/s3uzGl26A/tzqJuTeGlvQGV29wLkIQkKVwjGchJBI7wCOld+nNmdf37WQ0TIsE62zG1M+FrfiuLTEQ7nlLcS2CrCsdMA583nqydWdrSRfkTV2XQYsUi7i4ybg5FuLY458qG5GEltSI6FgoDileUpa1ZCSsYBrD6S7TFw0vaNI2xOkW5T+nJ0eROmJnFDt2ixhI8EjL+5nlhsynTxZXxYSMDFUVfaUqd+zSfny5/nb5fMb093kQGLtNuhNs9o1BE2/v79tvziGbbJbgOKRKcXngCCB+Vg4J6HHQmsqnYncoaf1nfJenpEJ7QrMSVdLfJbUiUY8gPKDracYUlKWFKJzjHUZwcSmw9om1WKbaNRDbdci+xrfFtF0eVfHEwp0NiKqKlKIvKKG1ltR8pRcSk54U4URXfO7UFyiGeNEaWRY0K9x0QEmQ0tEZiC5LcUy400w0hxDxmuBSQEADI65yEq+0m0lTS/wB8vHh98LWDcr8CG6l2N3J09ctSw42mpt5h6TWE3O526M45Fa+5pcJ4ikHASoE9Og6nA6nDr2x3FQ+Y6tE3gOJmG3kGMf8AOQzzy16OLlfdMfm9atqd2q2blfU6rl7bcN1tdym3TTxava0R4bsphtp0SGg1iUkcsKT1bOCUkkHNeI9rDU50AdBDTkXleLabL4UZSi74WElkz/eZKzFPJKc/1uL8mkMRtJbqlTT5Xf7/AKf4Dc14FEOqSqM4tJ6FBI6581cJUGIodPUJSK5e/wA3WAMDgOP4VwEJVFHEM+QKxbYb3oHoNkd2XyIjcbi5zlNqSGmzkYz5Z9R9FWdsLtANbtzbtLQpLPGG2gRkE+cj5M1VUyGZ1zTGYSStxwNj1EnrW+mzumI+mbBbbYy3whCMqAGCSOmT+vNeexld06ainxZ63ZmHVaq5SXBEYs3Zc0yXAp9px1H5SV4wfkx5+te6f2cNIstONMW5hA4TjI7j5sZBq9YquQ4o9QR70+ivicpt5s+UE/2RmuYpTn4nbdKEeUTSfV3ZsXEdXIt7qiknPUZAz6KqzUm2eoLQ4UcTwSnzpHQevFfoHdbYqQypLa2VNqHUqGCfV31Uur7ZHQp2K7FYUk564OQPV/GsyxVala5rywFGtyVjSOZZXmVlEiUQsHqFg1ji2hBwtQIHnT0rYTVm3ce5rV4GEFRye7+7NUvqTSFwsrzhWwQhJJHQ4xXWwuNjW9WXBnCxmAnh/WjxRh21oZW061xDhI4//apMvhcVkdApOceeoeg5UM9+amakkJOfMkfxxWbELkzTpMz9jGLegD85X86yFeGy/wCYI/Wf517q9Vg/Z4t6HlMUr15eZtBs52zLptN2ZtTbTWcS2dVm4c7TN1abSoQo76kKkpKicpIU2SABhXMx04amGvO3JpncHtLbS7rTbRcLfpXQkYyJsBplJc90JDavC3G08WFjiDSUkkEhBP5Va4an2T1RpPaLSe9FwuVocsusZciHBjsOOGU0tni4i6koCAPJOOFRPqqGQ7BfZ8Fd0gWG5SYTbqY7kpiI44yh1WAlBWlPCFkkADvJI6GnY0pNyJderFKJs872ndulbeM6WTEvHhSN51a+KhGTwC2maXgnPF994Djh7s+eum5dprb+ZvRv/uAiPePczc3RtysFmSYyeYiS+iOlsvJ4sJSC0rJBOMjp1rWlnTuoH3lMM6eubjgeTFU2iI4pQeVjDZAT0UcjCe857q6HrZcWLibM/bpbVxQ5yFRFsKS8lzOAjlkBQVk+9xmr9jBu9yO3qPi0W/2P939LbE772fcjWTM9y1QIkxhxMJoOulTzCkJwkkZ6q69e6p7sR2wI+iuy7rbs77hQps0y7DLt2lpsdCXFRlSWlJdjuZIKWuZwLBGe9QI6JrWqdpzUNsU83ctO3SGqO4lh5EiC42WnVYKUKCkjhUQQQD1ORjvrqXZL0mS/BVZp4kxUF19kxnA402MZUtOMpTg95wKTo05u8uJEK9Smt2JtXpzfnsua20vtldN8rBrVjWO08KJaoaLDyjEu8OK4FxkvcfVASeqgOEk8WCoEAde4vak231Y92lVW+NeEp3eY081Yg5GSOAwlvF7n+V5GQ4nhxnPWtW4dkvlzgyLlbrHcJcKItLb8iPFcdaZUr3oWtKSEE5GASM5HfXLFgv0m7CxRbHcn7ovyUwW4jipJOM9GgOLu693rqvYU096/3zLPE1bWsbpaU7YWwdte0jvhftP6te3a0TpBOlo1sZU0LTOW20ttuQtz3yQQtROO4KI4VYBql9V9oS3OaF7PMbSrUt3Um0Ltzm3BUxkJjvyHpsWQ0ElJypJ5CwroMZ6VR8y13O3ID1xtkuIhTi2wt+OttJWg4WnKgBlJ6Ed484rsuNivdrjRJt1stwhxrgOOG9JiONIkpwDltSgAsY65FI0ILkxLE1JrdN69I9qTsXWHe5/tL+L24zGsb+y74bbeBh2DbpDjPA642oFKnCoDhHlEdc8KT3ay7r7r6Z1rsbsht1aWZyLpt3bbvDuyn2QlpS5T8dxstKBJUMNKzkDHSqhPee8/rpVo0YwdyssTUnHddrClKVmNcUpSgFKUoBVudk38YbRf7Y59C5VR1bnZN/GG0X+2OfQuVo7U9hrfDL6SlXuPyZX+5H4c6t/fNw+ncqp0+9BHmBq2NyPw51Z++bh9O5VTN/e8+oiudtn/AM/n/B6DZXKZOmEqLDaEtqWrgThKElSlHHQADqT6vPmth959pJ2mdrJMFzbO42a8bYKhpud2Xa3WGrw3NaHhOXygJfVGmIQ2hQPVt846J6UZpHUMzSV/s2q7fHivy7NKYnx25bXMZLrSkrQVoyOIBSUnGeuBWWZ3L1ykXZu46muF1bvkGTBnM3KU7IbeQ+MKUUKVjjCiFpV5lAHHTFdeUZOzTOXFwi5KS5snm42z+3ul7rrvSOktY3+53/QLjzk12dbWWIExhuSiOtLJS6pxDiFOoOVpKV4XjhwOLzaV24sWo9B6fvOo9SLtVuDepp77kKzsuysQRbzwcfGhTxc8JKUBxQS2oEjotVRC77lalvOotX6onCKJmthIF0CGiEAPSEPr5Yz5Hltpx34HSviFuLqGDpdjSbKYngMdm5soBaJc4Z5jc/Ks/wDhGuE46eV35qWpNcSN+ne9vAs/R+2my0mUjUFwuur5Wmr1pm+T7c2qBF8NjS4Da+el3D4bVw/c3GlJOFFXCoJCSTktN9lNOo4NoVHTrfi1W2iXZ7kizxlW2DHeWRHM9fP4ypSQlThZSUtBXTmcJFVJYd0NRafj2WExDt0mJZGbnGbjymSpEhm4AJktu4UCQoAAcJSRnoa9X+NFTyWVXLb/AEXdJUJCmrdKn2xchyExxKKGUhThQ6hsrIQHkuEDAyQABVxqamRToO28iTHZvR1tgwl6j1jeI06PZl6ivzUa2svNwoiJKopYZUXk8+Qt8shJPC2lKyoqV3D0x9mdu9SaSibgaT19eo9jN0mwrmzdLU2ZluYiwkyXCA05wSFrC0hABQDxDi4cEmCWncvUFplwJDca3yGIVmGn1wpDBWxMg8RXynU5BV5RB4klJBSkgggGpDH3z1j4Ba9K6d01p622yJcX5ce1QLatbUl2SwIzzTgcWtbyXGyElKiVe9CSMDEtTvxEZUXwt+5mND6W7Pt71I6fGDW8i2+4V5kOwJVrjJmR340JbqHuND4aWggLUkZCgtsJUCklVY+57fWK6aEi3jT14k5ZtVyu9tYlWthiRIix5/KfD7jSiVupaPNHVQSltxIIGKwR3OuNuvEGTatFaZsiLZ4Ww7Ai29wIkCQ0WX25CnXFPKCm8p4OYAnqUhJJNdUTdW+wbrYp8C1WePH0+ZqI1vTHWqKuPLWtT8d1C1qU40oOLQQVZ4TjOetS4yRVTppWsWRpXswO3KwjVFy8abrHZbiR5Vs07b2Hp7c+QwJPKJfcQhtDcd2MpalZUVu8ASMFVVlult5M2x1c/pmU+88jkMS465DAYf5LqAtKXWgpYbdTkpWkKUOJJwSCK9St3NQXGZf3tW2my6oi6kuir3Mg3eMtcdM48Q5zXLWhbRCFlGEqAKAlJBCRiKXm5i8XJ24JtdutyXcBMW3xksR2kpAASlA9QGSSVE9SSSTSnGak3Jiq6LgtxWZj3/vDn9hX8qIP3Bv+yKPDLLg/qH+VfSEf0ds4/JFcTbC9eJ1NkP1JGHgNxIepY1wkkEB5twgYzgHr0+St9dAMhGlIl3mqDCSwh1QddwkDGTkn0ZP8Kgjex1l132brVGtcZKLxFhoukR4ABXMdZQtaSQOoUV4P9gdfRlNtI87Xe1dussme5HDRLMxwHCw2j8nr5z0GK8lipqraWnA91g6U8J6r8Un+pmbh2iNtLPJMB2aZaWlYU42niQVd/T016rL2kdsr1KNtbiy0KV1UtSMpx6wOo7/7/Uao3cOBt9aHbnA0ppK2TZFsQFPuXOXwJUoqx0ClAHqSSBk4T1GOtQvReu3oMxp+5aVsot81xTaFxI5ZcbKD5k54gMjzgZx58Gs0HuU96nEKVR1d2pI3kZuunJkdEttxKmjhSSDkYNUpuxuttxZi5DkMrdWgkeQOLyh3/L3f8is2G3nNEO3axsqcaZZUeFsgpSnhycY761Eu19uGrropmPAhspW4esrhAJPXqVFKRnB6kgVhpzliHaS4GziEsNG8XxJRK3e0SpazFRJbHn4UBWP1nIB/uqIa7usK9WGXKtz3MZICs4wR+sebvrxW2/vxmZDsnR1vDDHAggxglR485APCOox1IzjpXGqLCGNOzbzbGy1HkNjiZAJCDxDz+b9VbCpRp1FZW4r8znSrVatOTk7q3kQnQ2i75ri/tWWwwjJknic5YISSEjJxn9VWdH2M3PmyHIzOmHipOAckJAP66m/Z50s3oe46Y1cWnHnpktoyev3ttZLZGPN5K8/JW+jloabdOGUDI8rp1Nau0dqVqdbdopNW8Rhdl0uzUqr4s/M6fpW+aMkqsOoYZizWgHFtk5wFDI6/qrz1bnaoaDG8tybAAxEid3/kpqo6+ibMk6uEpSlzaR872jFU8VUUdWbxX7ZncneHsEbRo260/wC6a7BcbvcJwDzbfJZy4OLyyM9R3DrVy6Ic3/XJ7PSuzL4J/iaNktfu7yhH5XhPM/6Q8Mz5fOx73h/6zPnzX5jRtVX+FHNuhanucWMgEFhme4hAB7/JSoAA+fp564t+oL3Ctq7da7/cI0B5xEhyPHluNsLcTgpWUJUElQIGFEZGBjuqcs5K1/F9SyxUYO9tOh+kW4u5OsNqNue1Nq7Ql2VbLwjdCJGYmIbStxgORIaVKRxAgKwcA46V6oN8RfO0rpjVwXY2Ny9XbAwblpqVPbQ2w/qR4L4VnPTmFCSkdPepUPQK/NF+83iQy+zIvE91qW4HX0rkLUl5wAeUsE+Uru6nJqbbVblX/b/UitYr0XaNbwYMQQZcLUVuNwhtx1KHCnKs8hQKfIUkjBzjIJFRLDNJtPj/AKLZtOauuH7fmbxbrSe0BY+xbNn9qCSl2+QdwbRJZOWlyRAQ+yvDoZHDxcQc4R38PDWb3G0VqHT+8m//AGh7izGTt9qHaibEtF8TLbLE5+VHYSy20QolRUWyO7HlJx3itMd5u1Ve909FNbbWDb3T2h9Jpni7SYFrLrzs2YE8IcffcPEvAxgYGOEZJAGKcdvd7ftbFievNwctcVfMZgrluKjtL/OQ2TwJPU9QM1EMNNqz4faJnioRfDifo/t+rtA/4vezwnsrC3q2+FviJ1iIwYx7pc0e6Ph3M8rg4eLHD5Wc/wBWpDd3b+7un2mLdsdJtzW9T8u2G1qeLYlqtAjs80RS55PEFlZV5s8riz5OPzAt93v8OK9abRd7lGjz1pL0SLIcQ3IWMcPE2g4WoYGMgkYHoqyNpN9521Nzuh1NtzpzXTFyKTIZ1HGUqZHdSCAtiYPuzC8HBwSCB3Z60nhZJNp3/wB+JEMXFuzVl/jwN89eIuiF9lhntZu2xy6p1Bchd1SFMlgyeWnwfwgp+554uVxebixmvR2pdUXGLtHu3D3I2u3OmWeUVMW6ZqCZZ1W+HOKlCLIhJbdD3LC+DIAK+E+9zmtAd9O0Hf8AfMWG1yNM2bTGmtLMPMWaxWhCxHjh5SVOrUpR4nHFFKcqOO49ASrNdTr9frpDjW65325TIsABMRmTKceZjjGMNoUSlAx0wnHTpSGFk92UiZY2Ed6KV7nhHQdO6ld8KBOuUhMO2wpEuQrPCyw0pxasd+EpBJrl63XGNDj3GTbpTMSWpaY8hxhSWnlIxxhCyOFRTkZAJxkZreuc+x56U8+PPT0eulwKUpQgUpSgFW52TfxhtF/tjn0LlVHVudk38YbRf7Y59C5WjtT2Gt8MvpKVe4/Jlfbk/hxqz983D6dyqmQfuePUTVtbk/hxq3983D6dyqka6o6+uudthX3Pn/B6DZX4y29uNMM621tpbRkm5C3tX+7QbWuWoAiOH3UNleD0JAUSAe8irqVpnYBi6XaNqgWS1WuxS0IIs91nyrmI3hKY7yZqHWw3zUJcLnGgNALa5fAoOdNdWieS2AB0QnOfRgVMNR7s7mautJsWqNa3S5W9xbbjzTzicyVoThCn1JAU+pI7i4VEV2JRbtxscuMowclJX4lraa2G07ppUvT+6Xg51JFXdbpyjOcjxV2u3JLSXCtCVK5cmQtbgWkEhiGoggryPiPonZ2fEj6slNWaW5FgXtybZNOXKb4FJMWIh6M+2++kra8tRbdbC1nBbUnhKiKqD/GHrtN9tmqBq67C72aOxDt84SVc6MwyjlttoV3hCUeTw9xGQc5Nd983N3B1G829etWTpBYiPQWG/JaaaYe+/IQ2hIQgLwOIpSCrAyTgVXs5N8y3bU14Fs6Oj6HYt9p18nbmzHxi0xrJmTa1SZaojL1uh8SXmculxPMQ+EkKWrhKSpBST0rPQatFXTV82dqi3wYttMaRIiR33JSrey/05IkLa4nwwCrGQcklIKgCTWEtetNW2NVpXaNQTIirIuQ7b+WsARlPhIf4QR3OBCAoEEEJwRivu2a61fZdQydVWi+vw7rLLvhEhlKBzkuffErb4eBSFedBSU+qrbnPiVdWMmnYupzbDRmntH/4xL1aNHRXrzdxAhRLlqCY5aGWEQ2X1PNuRwHVrfL5LaHHPuaGl55hzw+mNoLaixHTl007ElXOTftxbXZoU1q5yEJtcZ2PAkOJbcSltbzrbkhSWn8JykhfCTw4qGJvFujBu0++RtbXBMy6pYbmlfLW08lkYZBZUkt/cx0RhI4ASE4yaxszX+uLjMRcblqq5SZSLv7vJeffLjguGEDwniV148NtgHuAQkYwKqoSvxkWdaklwiXbM282109ItJ1KvT90c1ROnyZzl4vk1m4ckXF6OGoYaSpBeAa4i47zStxeChIGVRvVOitARLDdrHoONbdRy7PHlvyLhJly4N3AZkLAlIjOAMORjHCCW0p48qWoqTw4qDWDeDdDS0Z6Jp7XV1hNPy3Z5ShSVFuS598faKgSy4rzrbKSfTXQd0NxHNNL0i5rC4rtCmlMKjuLCiWlOcamuYQXOWV+UUcXCT1xmipzXiTKvTasokXpSlZkmaZ8ufel478GvSEFEVrI/JFdAAUeH01kJSeXDZz50CuFtjvRO5sruSNvtCXuQnbLRen7dK5T19hRWHJCcEMtNsoaWAO4nKFfqzVgaA0PbtP2ybHhtEmVLekuBas+WtRKgPV1PTzVQvZ4vZ1Zo57Q61/06xlyREcQkF1tl0Y5jfUcXC5gKScjC2yMHOdm9NXOK69MhoV/SGCgOoyCpKike+x3E4B+WvF1qe7NxPo1OtGrh4TXNWRCdQ6FkRbfJjWeCw23KOXEcHQq/OOKqgbEqnTjJnMIdSFeUFpHL7wegIJH6/VWzF8mNwohdXw8WMeV3YqCwNSIvV2FuYKcnIUR3J6ZxVbuHBM2Yb0o3aMppi1ItGjJduaQ1yWeNZUkYB6f3eatPJ21Ui76jlyrS8iMXnVLU2lABxxH3p84691bsXKSxb7KmGtxthp0EucwYKhjr1z6q1o1Hd4UO7ybtaZTLq2XgExkKBLiPPj1/wDCtibcYRUXxMap78m5owdq2LvLqkrucptTSOvRnhzj012a80axbLJIVIS0WUNYVxAJSlI9fmGKsCz7kwJdrS4HjkjPCvCSD6OtYFF6d1TquHAZbQWY58LdPmKG8EA/6xSPlrU9ZtNvkXdOMI8uDIftfp1tGsbbaLSsrgzpkZ4tgEpaJXxEZ/spWf41u666FKJVnNa/9n/R70y7XDcW7od5aHFtW1KkFLalKzxupHccDoFY68R7uHrd7snysA95rSxk1KfAxPmkaTdq5QXvRclD4JE+hTVQVbPajXx7x3I/+FifRCqmr6vsrjgaXkv2R8o2pwxlS+rNztQE/wCTL2TyCfw4f8/XPhiKnm7uzez+4e/3aS17vJcdQxLZt6xYJzXuI42HnfCG3Urb4XEkKUostpT1AHETnzjXzZ/tgytuNCWnb3WO0emdf2zTVz92NOrujzjL1rlklXEFJSoOJCjkJIT1zk9wEek9qfW93ibwo1FaoE+bvIICbnJCltCCIjji2wwjrlOHOHCiSAkdSSSbKlUcuH3dlu2p7vH7si6XOxttVrrdHa1e2+pb9a9v9xNNTdTy03HluT7ezCKOegKGUlSuahI99wkKPlDAGc08x2dLh2Ue0DM7OC9YZltafiT7dqHlcfky3vBn2VJz5L3G6OFRyOUMhOaoux9sDX+lpO1Nw0zZ7bCk7VW6ba46nFrdRc48paC6h9PTAIRjySD1znIFZbVvbBhXfbDWG0miNgtHaGsWsuQ5MNpfeLyX0OcanAogApOEpSgJSGwDgniwIlTqXSfLgTGrRjf756Gy0b/Bo7fRIcTQl3Rrc6kkW8OSNZRn4fuPFmlBVyvBlLDy2wrp73JGPKGfJoy8dnPZHbvYnTuq9zblqGPrDUOpJ+kVOw5Da7bb5EeYWXZrgIStTTSGnFcIOVlQyB3pi1+7Xdr1tD92dyOzlt5qzXnuaLX42XRtxS3WgngS49F+9uOhJ++ZTggdOmKhFz35udz2n0BtI/pC0rtugbq9dY7jxWtM4uKyWXmug5eOhCVAkHvFI06/4rkTqYZ23dDbi59nXYbYrf7Za4aatu4kiDddSR2I13W/ElWu5K4ErjPNyGz0KnCklGBltLhCRgZxu7mzmwN33M3t7Qm583V7ejtMajZsTlrtqmhNuF7cbQt4oWTwpYAdZ4ASkkqVxFIThVQ6l7b9zuTGjrTo/aDSukLHpTUzWrHLXbn3VMy57as+TkAR2iSo8CB3nv8ATjrH2yb7E1NuFK1ZtxYdU6S3LuHureNLT3XEsNyQAEuMvgFaF4SkE4OQlPcQDRUq64/fMl1qD4FtweyV2ddW602IRoO8ave0vuqzf5EtU+Q2iWyIaWS22OFHClSVOLSrvzwjr5zGNd9mvYTVe1EvVnZ6vWq13qwa7h6DlHUDjXInyJLzbKH0BsZQjjeQQRg8IUCnODWEkdu/UA1btnqe0bR6Xs0Xa5u6R7VaoD7zcZxmYlpHArIJSUBpJ4gTxEknGarO09oPUdi2v1PthbLTHjjUuq4+rU3RD60yIUplaFoS2nGCAptJBPUHPSrKnW4Su/u5TtKHKxux2dtsOyvtB2s7XtXpq+a3m7k6XYfRLuclDItc2QqMS8yEDK2yEK4k9MdACtRzmJ6H2mt2820PZ1291pqK7qsF81FqIORIymmuQWkPKQW1hHF+cPKJGFH5K4sf+ELuNp1dE3Pkdn7QszX4jeCXLUvNfaemthHDlLafJaWcDiWCcgFOAO6HaA7ZuqdAWzbe2Q9EWqUnbifcrhEU5KdSZapiVpUlzA8kJ4zjHfisTo1r73iZFXoJW8P9E1112aNhNUbU3TVHZ6u+q13zTOuImiJfjAtvkT5Eh5DKXUBsZQjjdQQehwFApzg1OtO9lbsZTN72OzDM1FuJL1rbGs3G6NqZat8ySlnmOMpGFKbwkhQ6Y7gVqOa1jsPaDvNr271Tth7nNw4WsNVxtTSbtHWpUq3ONuIV9wbJCVlPBkZUnJ6ZHfW+emO0RshpK/Mb2at3Q2k1NcI1pLb95tunZETVV0WGuFLJjKcWhhZ6BTmSFAcOEDrU1XWgrXb0JpujU42tqflzco7cS5TIjRUUMSHGk8RycJUQM+vpXnrskyHJkl6a8hKHJLinlpSchKlEkgH1ZrrrfXJXOdJLedhSlKkqKtzsm/jDaL/bHPoXKqOrc7Jv4w2i/wBsc+hcrR2p7DW+GX0lKvcfkyv9yeuuNWj/APc3D6dyqkbBSkhXQjNW3uT+HOrM/wDbNw+ncqoy8lwlYBHSuftd8YfP+D0Gy+Uy19CW613jVVitV7TKXAlS47MlERaEPqbUoBQbK/JCj3DPn9JxVwyezN4XcIYVqNjTjdzTxBqQ0ZMWIoLCOQuS4tlwSHFZ5UdbIUSOBSwRxVTGkLEjU98tOnnLjHt6Li83HVKkAFDQI7yCQCfMAVJBUQCRnItiZ2fLSj3ItMrc1bEp+JIfjW6fY2mHIjKFMlxhaRMUG5ClySEMDotYUCtGc11ZOyTTsc6nDe3rq/E7nuzJyIj8xO4zDxYeUwY7VpKn+YEhQjcBfHDNVnCY2cK/SjOK6LFsbp646+nWCRfpyLfZGrWqU0mK34W4ZEVTjq3E84JjNtuIKFqBd4FutIwri4h5YOwFlvet3NHxdSv21EWHbA6uTamlSW1yknmKeY8JCWGmVJw6Q44W1LbTwq4iU9lt2K0cLe23eNcLRMkybYbetNta8FfQ7FnPPBCvCeJTB8GbSmRwpPFlPK8rIrfWXQsqfHudT1XTswvW6HcXm9yoUzwCPCdVIjWvjjASUzCiQtzn4TE/oSlB8cZUlwHlpxg99/7OlmTqC6N2jX8W3W9F2kR4Sp8dPJXFbdeLim5IeJfUwwwpx4ctPCS2kFXGCOrUPZ7tNhtr7je7VpbgTH3rkuL4MOS43F4vurTgfPhDjaX1owUoVxqcQCclRxdy2VGj9whomHubBY8Ota337mGRHZXGDpQ6CUvK42SyhbyDxZcRwjgSV4BSfvBwXjDqeizbAWTUDsGHat00eFzIi5imH7MhspCExlKaQRKPMdJltpQjCQtSXASjhHF6f8nrT0O6TrPcNy3pEqDAcmFiDZkc1asSUtNI45OVvc2OlK2sDAX5K1Hv63ezraxYZEuLq9Nzmy7bMkWqMq3NsGW8wYK0pYxIcL6HkTHW0EhB42l+ScYri99nKxaYlafRetw4UyBc9Rw7HKMKC3wobddUh1TThfUlTjYRlaVJSlIWg8S+4zvv3h2aX4F+pg9BbJTNZRprl01KzpyVAkuRpCJsUKZhFDCXQ7NdLqDGaXxFCFhDnEW3eieDypU52aYslVuixNYy4T7zKEymp9pQh6O6t+QlLklsST4M2tLTaWjlwuOKAwjizXEzs92jU7Fx1dbdfSEsuOKlxGptsaWt1tbLz4IfXN8sIDXLecXw8LnEPL4fK7L32cdLaaZVq2x7qrZtsJK7jDkG0M8/DbSnUhpSJYCpB5YUlPkjgWlXHnoauT5X6BU7L1o9TpZ7O9gji9QLjrxbVzt6o3JE+C3BjNMOicgyZCg+4ptsLiMrSsAgtvtkjLgCMRe9hBa4rIiavkyrxOdfYgWZyzBmW640GzwPJElfJU5zU8oAOcYKT5PFhNSKy6syH0hb61qdcUTklauqlZ85znr3mvqMtcJ1t+EtUd1lYcbcaPApCgchQIwQQeuRis0YS53MLqQtZROG+FRBSpJHTqOorNXZKfAmS2nyi2OtYZpI5iUAAJyAPQK9kly6P2ZU1uA4uFGIackAeSk/rri7YvvRudXZPrRkdjWr9UbaMW/V+kLoqDcmFKQFpSFAoUMKSpJBCgfQfR6hi6Ox7uZqPVu4GsX9TXNyXcLpEiTsrAABQpaFcKR0A8tA6eqtfdTSmJ2mo8RhwF7iBx6P1+ipV2ZNTs6S3gti581CI9yZXZ3iRkcayFIAP9tCa4VWleD4cT0WGqyhJK/A3V1/eJht7jinSlCSUYBHfnA+XrUf0fa5d8tMi32CGJKl8SZUhwHlBWPKCldw/n6qzetGvdKxzYEVGXnAFtgjoFg5B+XFYJWqNQRdIQrDbGI9sMFgNZZJS0pYHVwhIzxKI4jnzknNcilFRk97meqoylUioJ2I9L2810x4RZ4e4ESPAabMcseChZa9SVqX0wO7KceqvRpDs06X0077r3OPd7xdZCT/AEl13Cwkj8lCe4fJ+qpLs1tpfFyper9d3Nu4CY6h+3QcHhyE9XnDkgo/NTjrjJPmqfXnWenLHeY1rnSUPTZrimw4pZACwkqwPR3H1/7sygoPek+ZWq3J7keLXiau662hvGnb5Iv+lpvuzZkq/psZr/O4ZIPVTY6qT07wOozkdMmS9nxhqZo6/azfa4k3OQuHDXgdWWhgcP61lZz+r0VflqhWibdnuK8cySE80MI4SGG+4EnvTnB/X6+teO86WhW63ykwnENMIDq0NNNjlhSiVKUEYzkkknr1OTWfsozjdGo5Ti1GRr41rjW+2ep7eiVqKDMsb0IIjtSOJlhLaEApCccRC8YAyMZ78VsJp3UETU9mh6gt6lFiewh9APeAoZwfWM1pNuhuBp2DOt+k9Q2qSh21RQ0mUlppTbiDgJWgoIKgeHvUAc1ZG3naj0NEhQLC7Nk29mKyhhL8lnhawkAdSM47q52PwEmlOjE18Jit2Tp1WRPtNknd645+CxfohVVVN95dX2nXOvJWorJcETYjzDDaXkAgEpQAR1APQioRX0nZaccFST52R852m97F1LasvXUO0mgdAdkK1bw6rbmTNb66uklrTcduSW48aDHGHX3ED74cpx34y6gebJtff7sCRdpNztt4Nhvl7ueg9bXiBY5099TKptulPvJSUqUhsIwpCstqKPfJUFDuzD+0vbZOpexn2edX2dsP2+xxL/p6dwdQxMddaWhJx3FQjuZz5wB562MuHa+21t3bAuNjvGqbbf8AanVEeyvrmJe5ka23aK22pmWhQ97hbaEOd3QJJ971SnV5x/PoZFTovg+XA1v1D2XtFWg9pRLF/vyhsq5Z02YrcYJmCW68hzwnDQ4sBtJTwcHec56YhVt2W05M7JWoO0Cu6XRN8tOrGtPswkqb8DUytppRWoFHHx5cPULA6Dp31sja9XbSa/1t2vNM3HeHTOmoO4siwpsV4nvZjyEsOSVuLRjqsDKQcfniohoC27X3rYfcjskzt+tIWm6M6xjXy1ainqUzabnGSwwlfA4ScKCkLGCc+99eLxqz8fy/i5EqNNtNW5P9TxwuzVshpftCbcbS6zlajnWXcfRtvuSJhmoaeg3SWHCjh5baUqay2EcKgTlYJJxg6zbhaJuu22ur/t/e1ocm6euL9vedQnhS6W1lIcAySAoAKAJ7lVtjry+ab3d7b2zmmtp754wQtHt6cshujCCGpPue8p591H9TgBGe7IOCR1qjO17eLffe09uXcrW6l2MvUD7QWg5BW0EtL6/20KHyVajKTklLTrcxV4xUbx1/gqGlKVtGpcUpSliBSlKAUpSnhYchSlKAUpSgFW52TfxhtF/tjn0LlVHVudk38YbRf7Y59C5WjtT2Gt8MvpKVe4/Jlfbk9db6t/fNx+ncqm2l4T+sCrj3JH/1tq3983H6dyqZb96B3ZArR2qleFzv7M/GWQwAWG+gP3NP8q5Sy0hPAhtCUjpgJGK80GfEfiNLEloeQAQpYSQcd2DXo8Jj+aQ0f9cV1YzjKKd/A5M6clOSs+ZzyWuANlpHCnuHCMfwrnlt9fIT1OT076457H6Zv2xTnMfp2/bFW34+LKbk/BHIQhKisISCepIHfjuolttKShLaQCckAY61xz2P07ftinPY/TN+2Kb0dSdyXimcchjBBaQeI5PTvPrr6DTYUVJQlJIAJA6kDuFcc5j9O37YoHmvM82f1KH/ABpvwG5LRjkslZWWUcROc8I7/T/KgaaCisNI4j5+EZ78/wA6+kkL6pUCPUa+uBfmbUf1CnaQ1G5LRnFK5V9zB5oCMYzxHHfXXz4+cc9v2xTfi/Ejs3oz6W5ym1Oj8gFWP1VF7xq25yGGbK2+4mEy+XuWlWEqcIxk+np/vrO3GZHahPEvoyW1BOFAknFQdY4WA6e/iKs1x9puEpRSO5smMowldGSlPrYWy0tQy69hQ82B/wDNSHalUc68sYkhPAZKkHI6BRSrBqDTZSlyIzhUcgBXy+f++s7pqeLfqKDLB4eTLbdB+X/3rkVleDSO7QaU03qfoFbLxIatrbtzVzQ0eWp89VJIOMq9I9f8a5kR5E+THtUBtBcmuNsNnuGFHBP8z8lYzTUoXG3EtuJU2+EuD0FJAzXy3KnaZk5hySW0qKmVgjiaVggcOe8de75K83TqJStI9ZUpO6lDkWRrO/jT9huUllSWm1J8Bi8K+HhaaSeNQI7vK6dPzR8mgWuL5fNQzhLvE+XIDTiiwX3SVNDPT5fX39KunV2oFvOrjy5cjlc1S3ELdWoKUe88J6JGf/iq6vOmrvqRfNsVklPtOZ5bgaIQvr+djHQ5rY3vWuyKslKG5DmTbsv73XrT+pI2gLjb1XeNcXSYrhdKXmXyOhWo54kYCsZ6pJ6dOg3D1dDM6A7yeal0IPTi4jnH99aS7I6NuWkt5NOx7rESXluLWV5yknlnuPq/3g1vHdlgJ5YQAlaeh9dZ6M4uTjHkaUlLdTlzR+cHaitLcbUNuu8NK0tyW3GD/V4SFp6+n7oof6tUu2pZ4VLJJT3ZrcDtf6PJsi7zHaTyuaJIwMYWOij8qVH5a09BJPqPUV08K700tDi46Nq29rxLA0ssrs7ZUcniUO711l6w2kv9Co/8xf8AOszXr8N/Zj5Hh8U/+eRMrXu7r60ba3TaGJeUq0nd5aZ79veYQ6lMhPDhxtSgVNq8hPvSO71mob0xjFKVmilHkYHJy5jpjGB09VMdMGlKkgl22W6ut9nr+9qnb66N227OxHIaZZjtuuMtuY4uWVg8CiABxDrjp3E1ElKW4pTji1uLUSpS1qKlKJOSST1JJ85rilQkk7k3bVhSlKkgUpSgFKUoBSlKAUpSgFKUoBVudk38YbRf7Y59C5VR1bnZN/GG0X+2OfQuVo7U9hrfDL6SlXuPyZX25XXW+rf3zcfp3KpoFBOUDAxVy7k/hvq3983H6dyqXaGEfqxWjtbjufM9BstW3/M7U99dzffXQjpXajOa4ruddI9SOldqVemupByK7B1rHxJsdyVYB6+avZZbNddQS026yWqVcJSu5qM0pxX8E14EkDyj6Olb1bO9sjYTRG2Ol9EPaBnt3iBBZizXo0BnD7yQAV8fECriPXr161mpQjJ+tKxiqTcF6qNctN9l3di6AuXCxe5DClhXFLPlY/sjrVq6a7LmlbUkuakXcrnIKcENp5bYPqHeflq/YfbU2SW4sv6KvigjoeKE0evtV7k9tHYpScjQl3/X4A2f/wDVbcaND3zUder7pqDqDY/WtpmuIsNkcmQknKFAhLhHrTUcm6Z1LZVJNy0/cIwB6qXGUEj18Xdj11vArtmbDyEFA0Zd0EecW9v61VZ2jO1DobUu2sjSm39mlwJd1kIalyJERDakxACVhBBJyVcI6ebNQ6NJcYyLwrVJOzRqFqu5JktpDR8nKkjp348/91Q+UpKbmoA5A89ZW6yA1G5jp+9FY/X3VhpwHus4U5wnuqjdjdSOyQchZ9VeCWSlAT58V7nccsKJ6HqaxbzvNVxjPDnFV5k2OiQOERyO8I/3mvaXOFxsge+SFD/eK8cxJAY/s5/vrvcKjHQ6n3zZzn1UlxSKq92zcXs0a5i6ksIsz8gC5W7yQgkZca8yvkzg/JVtXe3oLTqHEKCE5cSqvz203q686PvEfUFilKZdZUFgo/vB9IPoranSfap0FqW2sx9WOrtFxGA44UFTKjjqRg5APorz2MwM4TcoK6Z6jA7RhOChUdmtT43EbXKKY0NrgUUKLrvF04fVXn2W3Gt+k5jmidVJPuLNe5rUoDKojuRnP/dqHf34PXuJr41ZufttJQpbWsLe50JJQoqKv4daovVO6Vva5jWlELW64TxSnkYCR/VT/vNMPhalVblmWxWMo0nvqXFG+T+k7d43wtRWR4uJVHSWwhSS0hKikhaSOpJHoOMGrGvjnLhc1PUpGCMd1Ur2VL+zftnrA8ZoeeilyPIKzlQcQ4pRSfkKT+qrqua2pbS0BYAHXPpqFF4ebT5l1UWJpqRSOvoKNYIc0vKRlmU260oYz3pIzX5836yzdO3mdZLi2USoElcd0Y6cSDjI9R7x6jX6cTPBLJNXNdjofCQSlSj0HSqT3Z2W07umLhrKDCZtE6Qy62iSULUqbKbGW0NNJOVElJStzHCE57yMVv4GputpnN2hRdSMXHmjWLR/+hG/7a/51m6xun7dPtMA226Q34suM8428w+goW2rPcUnqKyVe7wtuxj5HzjF/wB+S/Md2R6KeYHzHuraXZ+JpqBuPsrpp/Q2l7lB1rpYPXhNytLMpbrrcy7BLiVrBKFkNtpKh1IbQD70VjNndQ2zcHSFxb05txt7dtyZN1TLkWG4WNlpq8WdMQAxrclOEsSEuJcWpLZQ6oKBSolPCb9rbmTl7K9zW0dTgd9B17qvWz7WaZvvZmkajMbwbXDl8vN6tbaUqAes1vZhomxzxEq4m1SS8Acnhadyehz83LajSlm7LkjVD4Pjwm7We+SUkdI1jmomMRWwfMXFtF5XT3q2D1GKh1YlHQkuJRnnx8lcEgZB83f6qtjarRo3P231jobT+n48zWcG42i8WV1CAH3mHHjCksKc/R8cmIsJ8xClemrk1Ds9tfprXtn3A0fbmNRaC0XZrrEv/hDQMeZfLMyG3Eup6hLcp12KpOc8XGrpgVLqpOzRZUG1vI1EPQZPdTB9FbHaD7Ht2v8ApDTt/wBQva5RJ1bFbmQXbFoxy6QITClENuy30uoPl44uBpKihJCjnPDS+7N6F0LtMxB3lvXi9edO68vlmme4lqbn3G5FuNCKENqcW0kR0ZW5xOL8nmpATlZxCrRk7Iq6EubNcfXTI9PmzV+WTZNtsXe2WLVltuentS2uzTrbdpNgQqUuNJuyIXkpWsqhvNuFwLCFnjDYGeFQNYvXmyW3mnF670/pjdOdfdR7emS/cm3bGI0CUwxJSw6lh7nrWXWytJUFICThQSTw5KNWLJeHnEpc9M+qnp9XfV8Wrs/bcI1rZdoNX7uz7Jr26y4cOUyjT/hFstz8go4Yq3+elxT2HAMpb5YWeAnHlVgNy9odFbaaVgTZ+4c6fqG8JlOQrTHsyUNNNR578Uuvvl48IXyFFAQlRylYOAATPax4EdjKzb8CpqUpWQwilKUApSlAKtzsm/jDaL/bHPoXKqOrc7Jv4w2i/wBsc+hcrR2p7DW+GX0lKvcfkyvtyvw31b0z/wBMXH6dyqcRFlAf5q91/wC7NXPuD+H+qf35P/2hysBkjzmpxOEWKUW3yOjh8XlZSSXMrpMaV3GK97BrtTHkjujO+wasHJ9NcZPprT9Dx942vSz93qQdEeQP+pX7JrsDL/6Ffsmpp3U6+k1V7GXv9CfSz93qQzkSCPvDnsGshp5tab5b+a0oJElsqKk4AHEM5qR082KlbGS/H0D2vK3d6lsQUWrnSsGOOJfnUOvSu8t2seTzmMegLFVBXGE/mj+FbPo+OvQ1M9Mt5DNnySXI4HnPGKqvW9zbuV0WqKgmOjLbYA/JHn6ek15cD0CufNjJqstmprvdDJS2i6bu1f5kMuvhDtvLaY7h70nyTnpXl5Uo4dMZ0qU2jJKT34qe5NO+sfope8Z/S79zqyASkyhE5YjPZPnCDXhRFl8ASYj3p+9mrNycYzTr6TRbKSXeHpeXudWVvc4UolkIiu+SgZwgnvr6ajygjlGK95Qx97NWNTz5zU+io27w9MSvfd6laIjS0ZaER446Z5ZrqXbpBJ/ob2fSG1VaFPlNPRa94n0w3zj1KoVb5XeIcj/0zXX4DO7hDf8A/TNW3k+mmat6NV+90Mb2pf8ACY/Zrd/Vu0U15uLAkTLXMWlyTEOUkKT0DiDg4UB09BAAPmI28237Q2lNwFuQmpD9rmso4vB5zfKK0jvKCVcJ/VkkVqpk+k1wryhhXUZzg+mtWtsGjWd96z1N3Df1HXwy3VFNaG4j0qFqcN3u93pESy4BZiNPJ8On5JIynI5LWE9+cqz+QMEx9e58+1XoXIiGISCIsSAhxOIjCcAIT5u7GTgDI9GANWS22epbT6e6ueFOc8I/hWKX9Pq1oVLfI2Y/1Q0950lfz/wTfeO7w79ryZdoKkqakNMq8n87gGc9/WoTSld6hS7CnGne9keaxFbMVZVbWu+RZ2md8pWmtYbcavRpduQ5t3aVWtuOZpQmcC9Ld5il8s8r/PSMYV97Bz5XTnajdbQ23DFjk37aJnUN90rcxdbPdo18ctqy8lSFobloS254Q2lbaVJALagOJPEQrpWGTSrOCasynayVi0k9oLUyNRaO1OzaoiJmlbjcro8gryxcnp8tT8tK2+HCGnEkNFGVeSM56gDy3zeu7ainbgSbpY45ja6jx4qITLxQ1am4z7bkVDQ4TxJZabLIT5PRXFkEYNb5P8e+nmx5qlQje4dWT5k12j3a1Rstqt3WejnA3cV22bbm1leA3z2VIDg6HKm1FLiQfOgVxpbdrU+kdrdXbR210Gx6wegSJQ4yCy5GWTxJHd5aeFKvUhHXpUL9dMnGMnFHCLd2QpuPBFpW7dnQc612RvcbaAapvGnoiLfDnM6jdt7UmM0cstTGEsuF4Izw5QtpRQEpJ6A16rbvhpKTode3+vNnYV5t6tRTtRtuWq7KtLsR6ShlHJj4ZdS00kNEFCgviCke9KATUff30+So7OPgW7WXIuNjtGOwLqp216EiRLNEhWy2Wi1t3FavAo8K5IngLeU2VPuOOJWFLKUdXOIJwkIqJydznJep9xNSr0+nO4LdyadY8KOIXhktMg4VwfdeEp4OoTxZz07qhFPVRU4x5B1py5l4WrtE6QTrSy7q6m2VZv2urRJhy3rkvULjEKe9HKOF92IlhX3cpbHlh3h48LKDgpMB3O3Id3LnWqc/ZW7cbVCfhhAkF4OB2fLl8WSlOMGWUY8/Bn8rhEN8+aAAUVOK4iVacouOopSlXMQpSlAKUpQCrc7Jv4w2i/2xz6Fyqjq3Oyb+MNov9sc+hcrR2p7DW+GX0lKvcfkyBbg/h/qn9+T/APaHKwFZ/cH8P9U/vyf/ALQ5WArcj3UZZ95ilKVYqKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKUpQClKUApSlAKtzsm/jDaL/bHPoXKqOrc7Jv4w2i/wBsc+hcrR2p7DW+GX0lKvcfkykNU7pWO96mvN7iwZyGbjcZMxtLiUcSUOOqWArCsZwrB61ivH+1/BJXsp+tUD4jQHNaOdq8r9D0TwNFu9upPfH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61PH+1/BJfsp+tUDpTPVtegyFDTqTzx/tfwSX7KfrU8f7X8El+yn61QOlM9W16DIUNOpPPH+1/BJfsp+tTx/tfwSX7KfrVA6Uz1bXoMhQ06k88f7X8El+yn61TjZLfjTG2u6Wn9c3m1XSRCtL6nXmoyGy6oFtScJClgZyod5FUYDjzVwVD0mqVsTOvSlSm+D4PwIezqElZrqfNKUrWN0UpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoBSlKAUpSgFKUoD//Z" width="305px" alt="how does nlu work"/></p>
<p><p>Natural language processing is the process of turning human-readable text into computer-readable data. It&#8217;s used in everything from online search engines to chatbots that can understand our questions and give us answers based on what we&#8217;ve typed. Chatbot software has become increasingly sophisticated, and businesses are now using it to quickly resolve customer queries.</p>
</p>
<p><h2>How does NLU work in a chatbot?</h2>
</p>
<p><p>The tokens are run through a dictionary that can identify a word and its part of speech. The tokens are then analyzed for their grammatical structure, including the word&#8217;s role and different possible ambiguities in meaning. Human language is typically difficult for computers to grasp, as it&#8217;s filled with complex, subtle and ever-changing meanings. Natural language understanding systems let organizations create products or tools that can both understand words and interpret their meaning. A sophisticated NLU solution should be able to rely on a comprehensive bank of data and analysis to help it recognize entities and the relationships between them.</p>
</p>
<ul>
<li>A chatbot is a program that uses artificial intelligence to simulate conversations with human users.</li>
<li>Banking and finance organizations can use NLU to improve customer communication and propose actions like accessing wire transfers, deposits, or bill payments.</li>
<li>In today’s digital era, our interaction with technology is becoming increasingly seamless and intuitive, requiring machines to possess a more profound understanding of human language and behavior.</li>
<li>An NLU system capable of understanding the text within each ticket can properly filter and route them to the right expert or department.</li>
</ul>
<p><p>This reduces the cost to serve with shorter calls, and improves customer feedback. Natural language understanding is a field that involves the application of artificial intelligence techniques to understand human languages. Natural language understanding aims to achieve human-like communication with computers by creating a  digital system that can recognize and respond appropriately to human speech.</p>
</p>
<p><h2>Solutions for Financial Services</h2>
</p>
<p><p>Try out no-code text analysis tools like MonkeyLearn to&nbsp; automatically tag your customer service tickets. SHRDLU could understand simple English sentences in a restricted world of children&#8217;s blocks to direct a robotic arm to move items. As we continue to make strides in this field, businesses that leverage NLU will have a distinct edge in the market, with the ability to offer superior customer experience, make informed decisions, and streamline operations.</p>
</p>
<ul>
<li>Another challenge that NLU faces is syntax level ambiguity, where the meaning of a sentence could be dependent on the arrangement of words.</li>
<li>Natural language understanding, or NLU, uses cutting-edge machine learning techniques to classify speech as commands for your software.</li>
<li>If you ever diagrammed sentences in primary school then you have done this manually before.</li>
<li>Overall, text analysis and sentiment analysis are critical tools utilized in NLU to accurately interpret and understand human language.</li>
</ul>
<p><p>It enables computers to understand commands without the formalized syntax of computer languages and it also enables computers to communicate back to humans in their own languages. There are 4 key areas where the power of NLU can help companies improve their customer experience. In addition to making chatbots more conversational, AI and NLU are being used <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> to help support reps do their jobs better. Although natural language understanding (NLU), natural language processing (NLP), and natural language generation (NLG) are similar topics, they are each distinct. Natural Language Understanding (NLU) connects with human communication’s deeper meanings and purposes, such as feelings, objectives, or motivation.</p>
</p>
<p><h2>Use Cases for Natural Language Understanding</h2>
</p>
<p><p>Document analysis benefits from NLU techniques to extract valuable insights from unstructured text data, including information extraction and topic modeling. Virtual personal assistants like Siri, Google Assistant, and Alexa utilize NLU to understand user queries, perform tasks, and provide personalized assistance. NLU enables these assistants to interpret natural language commands and respond with relevant information or actions. These NLU techniques and approaches have played a vital role in advancing the field and improving the accuracy and effectiveness of machine language understanding.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="https://www.metadialog.com/wp-content/uploads/2022/06/examples-of-nlp-1.webp" width="300px" alt="how does nlu work"/></p>
<p><p>Natural language understanding can help speed up the document review process while ensuring accuracy. With NLU, you can extract essential information from any document quickly and easily, giving you the data you need to make fast business decisions. It understands the actual request and facilitates a speedy response from the right person or team (e.g., help desk, legal, sales).</p>
</p>
<p><p>Another important application of NLU is in driving intelligent actions through understanding natural language. This involves interpreting customer intent and automating  common tasks, such as directing customers to the correct departments. This not only saves time and effort but also improves the overall customer experience.</p>
</p>
<p><p>An NLU component&#8217;s job is to recognize the intent and as many related slot values as are present in the input text; getting the user to fill in information for missing slots is the job of a dialogue management component. This is particularly important, given the scale of unstructured text that is generated on an everyday basis. NLU-enabled technology will be needed to get the most out of this information, and save you time, money and energy to respond in a way that consumers will appreciate. Simply put, using previously gathered and analyzed information, computer programs are  able to generate conclusions.</p>
</p>
<p><p>Organizations need artificial intelligence solutions that can process and understand large (or small) volumes of language data quickly and accurately. These solutions should be attuned to different contexts and be able to scale along with your organization. Occasionally it&#8217;s combined with ASR in a model that <a href="https://www.metadialog.com/blog/nlu-definition/">how does nlu work</a> receives audio as input and outputs structured text or, in some cases, application code like an SQL query or API call. NLG systems enable computers to automatically generate natural language text, mimicking the way humans naturally communicate &#8212; a departure from traditional computer-generated text.</p>
</p>
<p><p>Natural language understanding and generation are two computer programming methods that allow computers to understand human speech. A data capture application will enable users to enter information into fields on a web form using natural language pattern matching rather than typing out every area manually with their keyboard. It makes it much quicker for users since they don&#8217;t need to remember what each field means or how they should fill it out correctly with their keyboard (e.g., date format).</p>
</p>
<p><h2>Natural Language Processing</h2>
</p>
<p><p>Introduced in 2013, Word2vec embeddings were a major milestone for NLU technology as they allowed scientists to move from a discrete letter-based modeling approach to a continuous highly dimensional vector-based one. Additionally, this space is continuous with values between -1 and +1 as opposed to the values 1 or 0. Another NLU use case for call centers is to visualize important pieces of information the caller provides—such as email addresses, mailing addresses or credit card numbers.</p>
</p>
<p><p>Natural Language Understanding (NLU) has become an essential part of many industries, including customer service, healthcare, finance, and retail. NLU technology enables computers and other devices to understand and interpret human language by analyzing and processing the words and syntax used in communication. This has opened up countless possibilities and applications for NLU, ranging from chatbots to virtual assistants, and even automated customer service. In this article, we will explore the various applications and use cases of NLU technology and how it is transforming the way we communicate with machines.</p>
</p>
<p><a href="https://www.metadialog.com/"></p>
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alt='https://www.metadialog.com/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='407px'/></figure>
<p></a></p>
<p>O post <a href="https://batistarenovada.net/how-nlu-enhances-customer-experience/">How NLU Enhances Customer Experience</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
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			</item>
		<item>
		<title>Chatbot Analytics IBM watsonx Assistant</title>
		<link>https://batistarenovada.net/chatbot-analytics-ibm-watsonx-assistant/</link>
					<comments>https://batistarenovada.net/chatbot-analytics-ibm-watsonx-assistant/#respond</comments>
		
		<dc:creator><![CDATA[gabriel]]></dc:creator>
		<pubDate>Thu, 29 Jun 2023 09:10:19 +0000</pubDate>
				<category><![CDATA[news]]></category>
		<guid isPermaLink="false">https://www.batistarenovadaparanavai.com.br/?p=2467</guid>

					<description><![CDATA[<p>AI tools Searching for information: a practical guide Start out by asking users open questions e.g. &#8220;how can I help?&#8221; or &#8220;what are you looking for?&#8221; . Run the responses [&#8230;]</p>
<p>O post <a href="https://batistarenovada.net/chatbot-analytics-ibm-watsonx-assistant/">Chatbot Analytics IBM watsonx Assistant</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><h1>AI tools Searching for information: a practical guide</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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" width="300px" alt="chatbot training data"/></p>
<p><p>Start out by asking users open questions e.g. &#8220;how can I help?&#8221; or &#8220;what are you looking for?&#8221; . Run the responses through the NLU models <a href="https://www.metadialog.com/blog/chatbot-datasets-in-ml/">chatbot training data</a> and algorithms and checkpoint the conversation. It’s unconstrained, so good validation and error handling is especially important.</p>
</p>
<ul>
<li>Get your free guide on eight ways to transform your support strategy with messaging—from WhatsApp to live chat and everything in between.</li>
<li>This intelligent chatbot can reduce the cart abandonment rate by delivering product recommendations, accurate product sorting, and relevant search results.</li>
<li>You can ask follow-up questions and receive personalized replies, enhancing your search experience.</li>
<li>This AI chatbot technology offers unique features to solve customer problems faster.</li>
<li>Go to the Chatbot Brain and find the section where you have the links (after Knowledge base).</li>
<li>This creates a feedback loop that analyses both types of interactions to uncover ineffective chatbots.</li>
</ul>
<p><p>These appear to occur when the training data is not sufficient to answer the prompt, so the AI makes it up in plausible-sounding language. While still undergoing development,  Bard is a helpful and free chatbot to help with your daily tasks. It is currently available in English, Japanese, and Korean and continues to learn and improve over time.</p>
</p>
<p><h2>How exactly do chatbots work?</h2>
</p>
<p><p>For  business, these chatbots excel in addressing frequently asked questions, automating 24/7 customer service, reducing response times, personalizing the shopping experience, and integrating with other applications. Recently, artificial intelligence (AI) chatbots have become increasingly prominent. AI-powered chatbots can automate conversations, provide instant support, personalize user experiences, and offer entertainment.</p>
</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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" width="306px" alt="chatbot training data"/></p>
<p><p>It  goes beyond customer service to provide users with a virtual companion. Its conversational AI capabilities allow natural and intuitive customer conversations, ensuring quick and efficient support. If needed, Einstein can route inquiries to human agents for further assistance. All these features make Ada a powerful tool for businesses looking to improve their customer experience.</p>
</p>
<p><h2>Why Your Chatbot Should Be Based On Knowledge Graphs!</h2>
</p>
<p><p>Generative AI chatbots can effortlessly scale to handle increased traffic, ensuring that every customer receives timely and accurate responses. The transition from scripted to generative AI chatbots is not just a technological upgrade; it’s a paradigm shift in customer communication. They can now offer dynamic, personalized interactions that cater to individual customer needs. This shift has profound implications <a href="https://www.metadialog.com/">https://www.metadialog.com/</a> for customer satisfaction, engagement, and loyalty. Lower abandonments rates will show that your chatbots are able to provide quick answers to easy questions and quickly route customers to a human agent when interactions become complex. Chatbots are frequently used to improve the IT service management experience, which delves towards self-service and automating processes offered to internal staff.</p>
</p>
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" width="307px" alt="chatbot training data"/></p>
<div itemScope itemProp="mainEntity" itemType="https://schema.org/Question">
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<h2>How do you collect data for training?</h2>
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<div itemScope itemProp="acceptedAnswer" itemType="https://schema.org/Answer">
<div itemProp="text">
<p>Surveys and questionnaires are easy to administer, cost-effective, and can reach a large number of respondents. You can use surveys and questionnaires to gather quantitative and qualitative data on the current and desired performance, knowledge, skills, and attitudes of your target group.</p>
</div></div>
</div>
<p>O post <a href="https://batistarenovada.net/chatbot-analytics-ibm-watsonx-assistant/">Chatbot Analytics IBM watsonx Assistant</a> apareceu primeiro em <a href="https://batistarenovada.net">Batista Renovada</a>.</p>
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