From mboxrd@z Thu Jan 1 00:00:00 1970 Return-Path: X-Spam-Checker-Version: SpamAssassin 3.4.0 (2014-02-07) on aws-us-west-2-korg-lkml-1.web.codeaurora.org Received: from kanga.kvack.org (kanga.kvack.org [205.233.56.17]) by smtp.lore.kernel.org (Postfix) with ESMTP id 27B8DCF6D3B for ; Wed, 2 Oct 2024 15:58:37 +0000 (UTC) Received: by kanga.kvack.org (Postfix) id 9C3086B0383; Wed, 2 Oct 2024 11:58:36 -0400 (EDT) Received: by kanga.kvack.org (Postfix, from userid 40) id 971756B0384; Wed, 2 Oct 2024 11:58:36 -0400 (EDT) X-Delivered-To: int-list-linux-mm@kvack.org Received: by kanga.kvack.org (Postfix, from userid 63042) id 7EB864401B5; Wed, 2 Oct 2024 11:58:36 -0400 (EDT) X-Delivered-To: linux-mm@kvack.org Received: from relay.hostedemail.com (smtprelay0017.hostedemail.com [216.40.44.17]) by kanga.kvack.org (Postfix) with ESMTP id 4739A6B0383 for ; Wed, 2 Oct 2024 11:58:36 -0400 (EDT) Received: from smtpin28.hostedemail.com (a10.router.float.18 [10.200.18.1]) by unirelay09.hostedemail.com (Postfix) with ESMTP id 9C08080AA1 for ; Wed, 2 Oct 2024 15:58:35 +0000 (UTC) X-FDA: 82629119790.28.38CF815 Received: from mail-io1-f48.google.com (mail-io1-f48.google.com [209.85.166.48]) by imf15.hostedemail.com (Postfix) with ESMTP id 6AAAFA0008 for ; Wed, 2 Oct 2024 15:58:33 +0000 (UTC) Authentication-Results: imf15.hostedemail.com; dkim=pass header.d=kernel-dk.20230601.gappssmtp.com header.s=20230601 header.b=lQ6MKFJ8; dmarc=none; spf=pass (imf15.hostedemail.com: domain of axboe@kernel.dk designates 209.85.166.48 as permitted sender) smtp.mailfrom=axboe@kernel.dk ARC-Seal: i=1; s=arc-20220608; d=hostedemail.com; t=1727884692; a=rsa-sha256; cv=none; b=NscFOUn3YuIL3em7jRDromUxQPZgpqcNBEfRmNjTDeDEYAR8iXpwhkXTv+Tps3Oab4Ki7n R7BXIPsPTq9+sWfG9I/c2QGOd8yfTIwpExduXAljiU7hzyb4QPqwJbumkaE/rJwCtFvMUR JacMYchJidEm6PaBd/sLufTWQ6D9No8= ARC-Authentication-Results: i=1; imf15.hostedemail.com; dkim=pass header.d=kernel-dk.20230601.gappssmtp.com header.s=20230601 header.b=lQ6MKFJ8; dmarc=none; spf=pass (imf15.hostedemail.com: domain of axboe@kernel.dk designates 209.85.166.48 as permitted sender) smtp.mailfrom=axboe@kernel.dk ARC-Message-Signature: i=1; a=rsa-sha256; c=relaxed/relaxed; d=hostedemail.com; s=arc-20220608; t=1727884692; h=from:from:sender:reply-to:subject:subject:date:date: message-id:message-id:to:to:cc:cc:mime-version:mime-version: content-type:content-type:content-transfer-encoding: in-reply-to:in-reply-to:references:references:dkim-signature; bh=0p9gK+gren9e+VMAV7yluiEB7oWdDlxDTcK3gVZxjZQ=; b=7PmaJqMZPrMIwZ3QklxPv0LU680zomwx24uCstjtOY4bc2nU/z46NhDZ0NgXvAYnHi1Gg+ apuyydkGZUxU5pbzVqrswgGXf+BmOtpbAuo6y3oT0tVbtC0r4UFThKrq7AscyPPV3N1+xt FRyAR0LQdMj0VXo8G1UVmTaSG9S0LOY= Received: by mail-io1-f48.google.com with SMTP id ca18e2360f4ac-82cf3286261so267752239f.0 for ; Wed, 02 Oct 2024 08:58:33 -0700 (PDT) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=kernel-dk.20230601.gappssmtp.com; s=20230601; t=1727884712; x=1728489512; darn=kvack.org; h=in-reply-to:from:content-language:references:cc:to:subject :user-agent:mime-version:date:message-id:from:to:cc:subject:date :message-id:reply-to; bh=0p9gK+gren9e+VMAV7yluiEB7oWdDlxDTcK3gVZxjZQ=; b=lQ6MKFJ8aFwF8JTo/qAjIdJlepWyjrC5Cb8O8RSoF8h1JB/s+73sARullo/ya0Rz+c A1zEKYQS6of8Lj4M+RZC1RXSjvBdDe1kWiD+ZWYNV66mU5Has7kDbqIJZMpM5yMmHts4 ufRjV6VbOUZyuwjp9aJxFtYSrtK4FpjsdbiUmvOb1aEa81BcLos3cMuMIB1xUfAMeT4O NKWDz2j2LA9azR6BhdjvuU2ELUara6SRWCM3aSncY6Ds+hRS1luQpDq9UawT85goGCuW uGrGIZCPcQaOSzWEKbmobri8GDGnpoa/zDFtRhzy0uXxezAN0/qztYr8YVQC91DZvkT/ OgRw== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20230601; t=1727884712; x=1728489512; h=in-reply-to:from:content-language:references:cc:to:subject :user-agent:mime-version:date:message-id:x-gm-message-state:from:to :cc:subject:date:message-id:reply-to; bh=0p9gK+gren9e+VMAV7yluiEB7oWdDlxDTcK3gVZxjZQ=; b=JQJWrO121avKOJOg08lTpy4s4Vuu7KKExICipIiZMJ1D80XqnERC3GRSKQQgpgjzJA RdB0WWV5ZqXG/KKn6+btPt3zWYA7atOfoK5bJoVmW2j+nOn6PszkLltoFdM36AoXGonU jDFsxu91Tz8p6uzEOdAIjyZOdPmylLi55f6M3KT9uaSb8b0DeC6R7ww9ao2Ebb6sZHgx BTpgyx761hjjIWTZDDzzLYFFsIUorrHbnascsjHhAMIeLPQgWbmKxQfUKcXqncjK3dwe YCfMXK+AmgzTSL8bQ3GCRaZu1euMVVDrrau+m32IPUFBSWFOcACk1CZCoeLknmsRkwkk XOdA== X-Forwarded-Encrypted: i=1; AJvYcCVenPR1pwWBKHZyYT1DQub7Y+3widp5ZAsE5YRHGslBoW3XTry4zrwP7P9kQcHJOkecau1E1GatLw==@kvack.org X-Gm-Message-State: AOJu0Yy1AT0W3GDGdU5pK40ZHRW+126C57pzXA1zW6Wcbg93nzB0/T76 mYHNWFsTu0snhW2UnEh7r7+u1cinuawPqikbhIBE5AV9nuwbWAjBNYpLMjEwthQ= X-Google-Smtp-Source: AGHT+IHWPWhdZRkollFSpNkt9FTppbzv/LUTqNBsZxQFqX+nJwxSaDSrzva7kA8hK/zBjb5yqs6blA== X-Received: by 2002:a05:6602:6016:b0:82c:edd4:f0a6 with SMTP id ca18e2360f4ac-834d8497797mr314656439f.12.1727884711739; Wed, 02 Oct 2024 08:58:31 -0700 (PDT) Received: from [192.168.1.116] ([96.43.243.2]) by smtp.gmail.com with ESMTPSA id 8926c6da1cb9f-4d8888d95cdsm3161284173.142.2024.10.02.08.58.29 (version=TLS1_3 cipher=TLS_AES_128_GCM_SHA256 bits=128/128); Wed, 02 Oct 2024 08:58:30 -0700 (PDT) Content-Type: multipart/mixed; boundary="------------e38E0GuzV10OrytsHK9nKQjU" Message-ID: <579bdbbf-82a7-4330-9a5e-495d89befbac@kernel.dk> Date: Wed, 2 Oct 2024 09:58:28 -0600 MIME-Version: 1.0 User-Agent: Mozilla Thunderbird Subject: Re: [RFC PATCH 0/4] sched+mm: Track lazy active mm existence with hazard pointers To: Mathieu Desnoyers , Matthew Wilcox Cc: paulmck@kernel.org, Linus Torvalds , Andrew Morton , Peter Zijlstra , linux-kernel@vger.kernel.org, Nicholas Piggin , Michael Ellerman , Greg Kroah-Hartman , Sebastian Andrzej Siewior , Will Deacon , Boqun Feng , Alan Stern , John Stultz , Neeraj Upadhyay , Frederic Weisbecker , Joel Fernandes , Josh Triplett , Uladzislau Rezki , Steven Rostedt , Lai Jiangshan , Zqiang , Ingo Molnar , Waiman Long , Mark Rutland , Thomas Gleixner , Vlastimil Babka , maged.michael@gmail.com, Mateusz Guzik , Jonas Oberhauser , rcu@vger.kernel.org, linux-mm@kvack.org, lkmm@lists.linux.dev References: <20241002010205.1341915-1-mathieu.desnoyers@efficios.com> <8a627fc7-cc62-40e6-ad28-c730d4a8f7d6@efficios.com> Content-Language: en-US From: Jens Axboe In-Reply-To: <8a627fc7-cc62-40e6-ad28-c730d4a8f7d6@efficios.com> X-Rspam-User: X-Stat-Signature: b9u1k1m6cpm4ugomsouq8cn6d17a1x84 X-Rspamd-Queue-Id: 6AAAFA0008 X-Rspamd-Server: rspam02 X-HE-Tag: 1727884713-612573 X-HE-Meta: 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 o+Q+jEwO 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 X-Bogosity: Ham, tests=bogofilter, spamicity=0.000000, version=1.2.4 Sender: owner-linux-mm@kvack.org Precedence: bulk X-Loop: owner-majordomo@kvack.org List-ID: List-Subscribe: List-Unsubscribe: This is a multi-part message in MIME format. --------------e38E0GuzV10OrytsHK9nKQjU Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 7bit On 10/2/24 9:53 AM, Mathieu Desnoyers wrote: > On 2024-10-02 17:36, Mathieu Desnoyers wrote: >> On 2024-10-02 17:33, Matthew Wilcox wrote: >>> On Wed, Oct 02, 2024 at 11:26:27AM -0400, Mathieu Desnoyers wrote: >>>> On 2024-10-02 16:09, Paul E. McKenney wrote: >>>>> On Tue, Oct 01, 2024 at 09:02:01PM -0400, Mathieu Desnoyers wrote: >>>>>> Hazard pointers appear to be a good fit for replacing refcount based lazy >>>>>> active mm tracking. >>>>>> >>>>>> Highlight: >>>>>> >>>>>> will-it-scale context_switch1_threads >>>>>> >>>>>> nr threads (-t) speedup >>>>>> 24 +3% >>>>>> 48 +12% >>>>>> 96 +21% >>>>>> 192 +28% >>>>> >>>>> Impressive!!! >>>>> >>>>> I have to ask... Any data for smaller numbers of CPUs? >>>> >>>> Sure, but they are far less exciting ;-) >>> >>> How many CPUs in the system under test? >> >> 2 sockets, 96-core per socket: >> >> CPU(s): 384 >> On-line CPU(s) list: 0-383 >> Vendor ID: AuthenticAMD >> Model name: AMD EPYC 9654 96-Core Processor >> CPU family: 25 >> Model: 17 >> Thread(s) per core: 2 >> Core(s) per socket: 96 >> Socket(s): 2 >> Stepping: 1 >> Frequency boost: enabled >> CPU(s) scaling MHz: 68% >> CPU max MHz: 3709.0000 >> CPU min MHz: 400.0000 >> BogoMIPS: 4800.00 >> >> Note that Jens Axboe got even more impressive speedups testing this >> on his 512-hw-thread EPYC [1] (390% speedup for 192 threads). I've >> noticed I had schedstats and sched debug enabled in my config, so I'll have to re-run my tests. > > A quick re-run of the 128-thread case with schedstats and sched debug > disabled still show around 26% speedup, similar to my prior numbers. > > I'm not sure why Jens has much better speedups on a similar system. > > I'm attaching my config in case someone spots anything obvious. Note > that my BIOS is configured to show 24 NUMA nodes to the kernel (one > NUMA node per core complex). Here's my .config - note it's from the stock kernel run, which is why it still has: CONFIG_MMU_LAZY_TLB_REFCOUNT=y set. Have the same numa configuration as you, just end up with 32 nodes on this box. -- Jens Axboe --------------e38E0GuzV10OrytsHK9nKQjU Content-Type: application/gzip; name="r7625.config.gz" Content-Disposition: attachment; filename="r7625.config.gz" Content-Transfer-Encoding: base64 H4sICFFt/WYAA3I3NjI1LmNvbmZpZwCUPMt22ziy+/4KnfSmZ5EeyXE8ueceLyASlBCRBAOA eniD43aUxGccO9ePmeTvbxUAkgAIKuledKyqwrveKPD3336fkZfnh6/Xz7c313d3P2afj/fH x+vn48fZp9u74//Ocj6ruZrRnKk/gbi8vX/5/s/v7y5mF38uzv6cv368Wcw2x8f7490se7j/ dPv5BVrfPtz/9vtvGa8LttJZprdUSMZrreheXb76fHMz+yM//nV7fT9bnP+Jvbz5h/vrldeK Sb3KsssfHWg19HS5OJ+fzec9cUnqVY/rwUSaPup26ANAHdnZ+Zv5ooOXOZIui3wgBVCa1EP0 Q4lWKm9283fzoQFMOyO1Llm9GXr3gFoqolgW4NYwUSIrveKKa96qplXTeMVoPiJSnJdSy7Zp uFBa0FIkO2A1TIGOUDXXjeAFK6kuak2U8lo3ZM0B3i/27F8dhokPeseFt8xly8pcsYpqRZbQ SMJkvDmuBSWw83XB4X9AIrEpsM7vs5Xhw7vZ0/H55dvATKxmStN6q4mAk2AVU5dvzoC8mz2v GpyzolLNbp9m9w/P2MNAsKNCcOGjulPlGSm7Jb16NbTwEZq0iicam1VqSUqFTR1wTbZUb6io aalXV6wZlu1jloA5S6PKq4qkMfurqRZ8CnGeRlxJ5bF8ONt+C/ypJnfVm/Ap/P7qdGt+Gn1+ Co0LSZxMTgvSlsrwjXc2HXjNpapJRS9f/XH/cH/8R08gD3LLGk8mHQD/zVTpCQOXbK+rDy1t aRo6NBm4kKhsrQ02MedMcCl1RSsuDih6JFv7jVtJS7ZM7gVpQU0nejQnTgSMaShwQqQsO1ED qZ09vfz19OPp+fh1ELUVralgmRFq0AVLb3k+Sq75Lo2hRUEzxXDootCVFe6IrqF1zmqjOdKd VGwlQDuCUHr8K3JAgXLbgV6T0MOAwyY5rwirUzC9ZlTgPhzGg1WShbMwoyOQV1U7MTmiBJwz 7CUoCcVFmgrnKLZmEbriOQ2HKLjIQH1bVQhb4bFcQ4SkblL9Gfs953TZrgoZ8sLx/uPs4VN0 qoOl5NlG8hbGtFyYc29EwyI+iRGbH6nGW1KynCiqSyKVzg5ZmeAPo/i3A7tFaNMf3dJayZNI vRSc5BkM9ItkmuWp6fi0FXADyd+3yT4rLnXb4PIirWnlOmtaszQhjcmKTN6v0MA/6AtpJUi2 CQ49xnRLMZKqbr8eH59Swgr+w0bzmoI0egsCK76+QqNYGfnpeQiADayU5yxL6hHbDkdOKBOL LFr/REezBiUl/BGTBJb3p2eQ0mRstUaBcnub5s2OsUE+91pu6A5GA59sPgjHaCN7S94U0ZFT AOn3vhgYKdmRWvVmZCAxxwQ/U2eEVCNZGJr2a3cgUCs7cpBwqimPw9F0M/D1I+LauhFsO6CL Ih6hAZcQxCWpO8IF9IwtKK0aBWdTU+vyeEzv4fyROviWl22tiDgkT9tRncJpcRqdH8COT7Cz zNagYTMuAl4zRwVi+k91/fTv2TNwxOwalv/0fP38NLu+uXl4uX++vf88nN+WgSONck2yjMNq ArlNIFGf+HuBGttoxIEkdbIyR3ObUfABgNDjuxijt288VxqUDMYRMgQBB5TkEHVkEPsEjPFw bcMuS5ZklF/Yvl5AYW+Y5GVnzM32i6ydyYQ2g0PVgPOnAD813YPaSjk4poG0LfwNMa2cWvfU IkWD2+FHTdqcpuCouiIE9g6bXpaDjvUwZhhJV9myZL6ZMTieLXFL4hV28F5yofMkTyNxSa4O yWMJt7X3Njb2D8//2PRSxLOAVTdr8EZAwSYjJQx4QJWtWaEuF//y4ThzVLoe/syXVVYr4LI6 p/spL7WtpYsUrdCiWu+4Rd58OX58uTs+zj4dr59fHo9PVoadX5yVpGrMYSU3JdE60OguVIbY t62IXpKS1Fkg4oPeX6KBgdm1dUVgxHKpi7KV61EUDctdnL0LwKxqSpaB5i7gZMHp4+1qffnq 9e7267e725vb59efru/unr88Prx8/nL5to9HVlm2mKNVJEKAPC9BRnMZdDyJW1mkBFe1XvFG cwhmi9J32n9KEO5PvKqp/QrhPUfTGs/Xsx2yJEvNl+81ZoeGSa1gbxpvHQ1ZUW2UU+RaGELY zy0XaAbAxU6xLcRTWaDTDEBvF0nxWpYb13EqQLMjGg719nkA6h0FP8VbTEGY0MlWWQF+K6nz HctVEOaBOfEaJGZhR6oqnbE83jbdsIA9LFDkfkKh2zdQnVdUjODrdkWBsz14Az6bsS/D1ltQ tImeTsF5OKrRADndsoyOwEAdWqZuRcCUI6B112JWqJhMOwL9yBA2pXYUdE1PQ5S3V5gjgHAM TO8Aa1FV+OYWTbsPwHSB/9u4vD4AN8f/XVNlfw8TXtNs03CQOHR6VeTBRA4OJqemWFagG+C5 EiV6BlsT3wk/fMbfpAKetK60lzIReZTFAkCUvAJImLMCgJ+qMnge/T4Pfrt81CCHnCtt/06s aphuY4Nsqis8hkC18QZA7IpitGG4iIsKVFLgpsZkEv5Imb5cc9GsSQ1mQHjWPoTrEmLM8vLV f68f7/2EUpA3sr9B5WW0MZkB417E4WYmmw1MGpwmnPWAtY7Q8LsCxcpczNUNAOKLOZdxyAEA POAYXMD8g7DZBrJxoGWNuMdKrafyaVkYP9sjHy1hOFsiwcxXkYfTzaaFeNGbHP4EgfGGaniw KLaqSenn783EfYCJ/H2AXIMN8Kwc83gTXOFWhOY/3zJJu33zdgQ6WYLpZf7ub7LKFxVJgxyO UUAGmrIuBKQZXXnviAYXCtyA80SjDU7pUAXKo4OBD1oWcUY8pglYYYAuwWOHrUe5sd6q7xGg izMsHqZbZ9HpWy6GY9CjNE8LE4pQxptzl0nN8fHTw+PX6/ub44z+53gPQQUBPy7DsAJC9yFW CLuIttggQS70tjJJuqRj+IsjeuKjaGUMBN6BsIJlUYLS3pwEzGOk2yhyb6HfjzcmZrp5vH76 4vu0HScIItcufeht6rbCTTa3Jt6R0T2Nd9/AYhK804lhkgWeUQ8cJ2gCClD/FTplZhcOrpdg 7nnri4GFrblqynZEimGDy3kLUq/A0r5b/M+Zf0pT29VRhFdGXe8X50s/ebN/dwGg4Ldv/sAJ bjOjj3Oa8dwXaXvBpo35UJevjnefLs5ff3938frivNfyGK3ktOl8ZU/VKJJtbAQ5wgXpZSNY FYYVogYDy2yq8vLs3SkCssdbsCQB3oiBKuk7mugnIIPuFhe9oHb5Zkl04D92iMAAeEDjc5j0 v+H7wIjYwSFYcWZOF3k27gSUH1sKTDLnofvSax+MN3GYfYxjSypqm3IHMybZ0md6F85IvHxI ofGOxBDFbAPWqhl146Ki1tyReGsswHhSIspDhnl/39A0KxviGj9BXp5HUaMkNbUMA10qmtmL BaMzmseHm+PT08Pj7PnHN5twGauNYJI48f0ZaVgQ3yMUFq4wgAhTOx5B1ZgLiLAvu+Pgu4gy 7hAiiTzpniISYjvYbRiv8wQmKZFXSl02MhXFIQGphl6GKGLIXXBZ6Go5tar+wJyygdCsbH2t aZ1pXmGMDs5lz77+GOsDWBZwB8BVNIYsuZhq8y4NbybCE6PX0zesoHJ4lVhRLyq+ce52UdSg waw/4bIxFz5JuZjGKZmF/VlBJTE3VM0+W68ihYoXKNsQAqqHVW1l2KcgFSsPlxfnPoGx1+AR V9KvNLDZTnTIaUmzIEuOPcFZWnZJuVEOD9ySarY+rMLE+ogiA5eCtOIkzdWa8D1LJejXDQRz xgX1vCGEUfDVUaUJ5e1wXjF/kisC0b+5d0wliDEk2lJQx4Ml8fhkD+KfurURJg63tlUv6QqN ShqJF6pvFyOky9945+YwhjhOtpctaJdUoYXFy0rFEldlYwhGGzzkJFOPoZ1C6zRx1jBYeq4g /trQNlJ/mNUOyBEoKETKykZ7S8E3tLYbixfLEeuG6sWBMNtZ0hXJ0jcajmqSOzu85c4IiHfB cs3LPDEu9PgeJGF0keF7r18f7m+fHx7t5cUQOgyOstOxgjTp5LJParQt3yXPMqZra+eATva0 FOnb6onph8tfXCyT5Q2I626ZnXwF/rhlgqbE/1E/jK5YBhrGXskPItQBtZFTvCRL39SYE/HV lbOPbHRub42ln+giZwIOVK+WmOCUcdOsIbY+TCqWyeRp4b6CMQO5zcShSW0QZmL9jrEFwiZm BI6OkSjXrOsEtkQ6W/E29IGMn2CnQBKeVo/uVEiIN4nCjYlpVJACZiVKWNkZYKw5aOnl/PvH 4/XHufdf5NfgSD8RTZNXA2+XSwyZRGtSMKmksRLe+eIv9M6YYkHGNIS7TegXO58gw20BM0CN Hu2IF/45gEceMldb+Qm47pJhqWKmcTVRgPmJl+V8IOdnore8oYeU32UPCpAmRACXNejMZDbl muR8Zx3XRA+08JM3BQPCdhlCMAGFlw9mPiCCZYiu2N7PnCNI4FUluGgQxnhm9kov5vPAXbvS Z2/nyb0A1Jv5JAr6maeM+5UpJwiM1VpgDcZUdBCF4glkFJhbCuP1nCIIu2hascI6pDhUisiC QH2CwIb+p8lOxf8p+vftdPiUyhekKEbZgz4W7F1hpHMS4JVeeV7l+iAZOhHAquA9zb8vnBpx eCyMyIgKNZlA3jT5YUxbhmJpLnpNK5kYBYLYVQ2jnAWDuHqFTgIhvOV+9e4wnCWYxgwDNSQ3 BWTz79eeqs9zgQUDmApOmzG3o/FttNWgg13d87o8JJrHdHEFSFblWGGM3lXKAlY8R94p82S6 E+8kwTYCZ5FSGc0ylZo38UnJtrTBu9lgIR0w7XiciKgjRYuXQLkmcqSBOwSG/Ojbdio+vPux 0Seo+1ECqIv7y3HXgqpW1OARtlHxOCLBq8Lzd8fu5cprq8sdRmegeheLSfTyoMDvWFyE4Q3E v7DrSDhpD0wNeZ7rznGxjujDf4+PM/Dkrj8fvx7vn82Wojsxe/iGDwOCO3uXhEmr3yGHk3I9 /XxKZcPHAELyLd7y5D1qSA0DtisRS/YM0cvGb7D7YD1grGhlGaND5VfKzoEWWh1MoWc5pcpw O8LoJYplnFAZHSTBBeWbNtaLFd4wu8pebNLkcUDkEtV26uhDUjnmPUOp1uAWgwYp2TJwExFn tm+VdP/tKE0mdKcsw6ZFk6d2yK6wYfEsBN2a2gPBcuqn5cJOwY4ky159GpLOrxjckijwJVOa zKJbpcBYfI1aKVYf3E5aiukBtjD9dCW73RSSYme71TxwIBBk8iWCAgNKGaGG5EhmDncSHRbD um6bzJ12sk0EZ03FYEt80ITViIYmqxU4uOiSTK3ZsV48kS695x6heIP3ise0Np5226wEyeM1 xrgEW09NqsmAr0seMyj8rQjYsnh7ur1gPM6zWglZJjWoaek7tJb/VmFCx0lG3qIqw8r3HUYN sS0OyeGvSbkLYzo7icqPMwaNQhrKpuC6rmKdFZIPlKs1jVnXwGGTKRntpUGNUrOReCMNZfX7 ExrAkAipxgcd8UGjiqm9gmC05KvR8PbvU/qnKUQ7eQJNNmaRolgnLRHDugSQoMB/dTJWRcEh 2K0u39iVts6Kx+P/vRzvb37Mnm6u74Jq1k6zeF5Fp2tWfGuefOmwbKdDo7ZJgLv6Lmw9VWaR pEWtKoG7JjOtoyYYb5pynF9vwuucwnzSrkayBeBc8PB3pmaCwVaxqZR0v8E/26K/sTV/Y0t+ fStObUGKtl+4z3+fYv6bfXy8/Y+9v0+kIxpjyCZzFk1mLjpwyFNXQ5E1DOH9YZmXOG/CATyy pPwaGmeWjex8ncLAv8tIPPEsa77Tm3e+d2GCggYCSPDV7J2DYHXafTC9nNuSWJj9KAX89OX6 8fgxcLOHMu2EKuhPiX28O4aKIXQZOog55xI8/qBc0EdWtG5jbu6RKnaLvNnZKfRB2U9jCPvO 4uWpA8z+AHMyOz7f/PkPrzQEzLjNrnqRAcCqyv7wMngGgjdTi3kQPCJ5Vi/P5rCGDy0Tm+TJ 4N34sk1ZeXdrjhcQngLH9Kv1tLsHF+mV2FXe3l8//pjRry9316MAipE3Z0PKe5Jt9kBFluka /nH/3Tw322pU2G4fjwKiKWpze5hAMfEhW48fvFqMxnuXIF7tsXBW6qDFz5BaydEz15CAZPjq zi9oAnxV+VdJCCGmYmn04scQy9j1QSg+0UPXK7zO79F9NYK9fcXKvnDAbRFPoUtamcnjnZJ5 EO3ysWlS8Ae0U2FRaijY5uWhIX7M0CPxaXdQOofAfQGRjeKuLCt8rDYcOTZWrAgr3byp9f6p SYEH5+iTVVWb6Ahf0LSkZFdRug5a+hKJHY1fcQdouet2EHzmbera3Jy+f/VmmlWjgew9/+RA e5oWObNZgmM5avIK13AYsEkt9NbcoC7mZ/2tKsY22/3bhVdYi8mhNVnomsWws7cXMVQ1pPUz lJgaLSKaLQl8cgA0WQla5EP+IQDvRCvjsh37d4uP8KI80WX0dv/68ebL7fPxBrNprz8ev4HC QWU+GKiOwVz8FFwK9wEm3guhoJ5AgVEn+Sl8+FqxH68pmbJZYD+90qEbIkhZ0sTDVZN485gn Lv3BRDcYyiWNkpn4mQdzw5IsyYwJTTr1RO0mb1Q8sJsJuHi6iAqKR/VJ9nVjn9Fqa5OoxkRm htF7dOqYwMQ3f6C69VLu/PuWjaDjiXQwnAr8vebc0yjmvsilNseKwEyMwdlhcRoKcqyKkitJ zcIgEtvkd5PaK8fnwlzMeqV7eD/WDRP11mdVjWpyt/RsZDmDsNl2Csq6KMkqkZuL8NB2TDM8 7TfU4T4bJLof8BuktOVt4qG1BF41Ppp9gh7tAqZaIE5R5oLHvgkYE0CcODJGAdLdcQfXdEER X8GQ/a7iF+cBDdgz/6WLt3L7GRFbu6l3awaxRPDirn+5Jft7F/Pe0bZI0tXcVoPG48kKIwf3 PZCYpSBSB+Vd55ZnnCCFvp+lk37cbUHBS/SQpfBbJ5N9rXd6Ccu3r0QinLkx9dDSzDAi+gVh 9Ks4Ag62MwCrjzGJeVlj6xWj1zpDJ4nxuxpt4XYtvAMcTjlQqiewfd2p7963GmzUGsaoqFiZ cnAZovEtpXnJJ2hhHpmNmNBKr5akoF3dW4qG7kEQzUMI2Ewaq1FzXdT1otbMcjZv4k3pdLHj abxhiSjcFGw91AQu521wiTlsl6QZlvyeQOF1swoelMRNRoSDAXMYW144lWr1hsSDL4FLo/mM imB9E+lhpi6o+guXElxb85Go6DjGBHgo/ssegLsbzWS7rGBxx8Oydgw7c2xtaknjY0a9nPpu wk9p8EW/6Tcinn6GHhjX8Uv0WHOg89q0sbq14CqthQWpTU0LOBP4eDDBs5N0iaGsuLRWWJOM 2iHxYUdCh1s8TBb9ZBGfoKFAZLXZCTb60Ic9ZV4oG5mNtiHvSptohg9APF3C8xbv7NBfQiWA yiix+3TP8KMN9gs6iXPEoREHJHxXxySnsb2iMeN35QKpBQbPCGLPEGeYdAnCVsPLBFciDJuO d/T6fONlwH4KLtG6KXxCd/FTCgh6xiTda/PA9Vu+x8+gRSvzTMV6vPM1N3b/FMp9+2bs3bXO Sk8SWFUwiQZmYfbxe+9zDhTuicabsyWzlcVTOintHqIUxZySgg0thkqTjZ036hyaLFKJCYZX zGmSE/fng99oaz+6Sp6d98bjBCpubuUx2TyFGlaP30d5c9YVA4XOXh8RgdMbhClD0Qk+JTYe k32yfrKGwiveHPNLFwlOY0bf8LOCGH4Y5TQ2GmHQkFMvXkOOc4/tQA5TyrgnM4Jqr2VNAWZa ZZmo3TJ7ggCDcpDDXJeLPP7qQrcYyVbG2iaag7fcKKoPcCapGjIw9eCGFMYwTNE4rivsEwAX jdm8R8a3r/+6fjp+nP3bvin89vjw6fYuKsRGMtfLKa4wZN1HGLu6qO6p24mRgnPGjz9gMoP5 7DsEFuhlVsik58uT6MXFSbz3XMyVJuHntRJ0PyIy89QpSTd61feTZFKvk0Cu8a2w72o5QXdV jcFttzPXvug66v/n7Mqa48aR9F9R9NNMxHZ0FetiPfiBxaMKFi8RrMsvDLWs6VaMbDkkeab7 3y8S4AGAmaB2O6JtF/IjCIBAIpHIg5JaW7I0j5TG4aP3HHO0WD3RE+33KUIDBgaDrIe/f3z6 HB9L7ep5FfZBLFGH62GQsKcZ7QuqQSzrPY0C6kv3s0qZST++8PH4jyZqNSf8p8y6QIT4EO5j b1001nvHKDHbD59+efvzXrz5l1E9wO7ATNP1LmCtZ4htwUGo7yNSQEQZ4K7465UOTrBS8fLf 3n5/+v7bt5evglf8/qg1QmyHmZh/YkOLxDZ9zYi6pFwrIy3ZBmm71LBckj87GzaISmGuhyG2 ihD7IZqOfinSRabY8f3o7kmjWZZqQzyLOt4LcR4z7+owUtwX/YFAMhFWyRdx3sMCrgD9bBrb t0VNhl1Iq/pgZ0y4/RAMdVEGuPsNANSe3okF1t2eMrS8f31/AuZ3U//9Q/f/FFtkzRRDbW0g Pxn2JkWVDxjciIVdJhDgYzlRR8b2wRSmDiqGY7ppF4QDXWOpPCq4QRgGj0fizMZvpYCPryeW i/7x487dOIhVVjHeemK4kEdRn7z2cr83jbKJivieGI3hVamMODpRzXHqA98GYht0Djx4V6Dj C4Fw1/5E/Z3RN4HqrvmtGawvnOwO7t7Nta/b/CoeA05yMXjPCO4ppPTY4jJZe7hW+g0V7LYY AoFpa0YgWaEcOeAuScrTmpWGRr697mL86rFD7JI7tLvmq/vV2kdOVKpXI+KVGYUo4Pl8+NVy CF4KUQuEBzEcZvxaRZeqcUV30dBnFaskHtaJ5tOWsXNdgFBeZVpAMSmiqaYrHYau9arOXByI CKJ8G0Hrj2UysnIkYTIs6AChKfbD1Rl/dFSuHx6k/XIalKW0QmhdL+Q2jZ1Qu3gpzS5O4C9Q 7JkBgjWs8q44V6Jyvc9D+C45veO/Hh9+vt///vwo4/ffSKfKd22i71ieZDWcs4Y62kOXrmoA ZgZqkj5oW5o0bUhAbYmpunhYsdLcFhXBjsOl1d4q+fu1QbVbdip7/Pby+vdNNtgDja6Q2xvJ vgVfoGC0ZfLn+99v7p+fXx7u319ekVrSoyFWwG9p+o35MUPUOnWbMLg1ak8KKnwbuIhqtSA4 rzaAcJUS50QYBQndHcPbuMYFRdlcGQQUbe9x116jCZ4cGIK6al9zq3SpbQQilIcRI6i14XBM krTVA/aBsfFNoo05UmHugr3TqKa2GdxML0IM1c/3A+kk/gCFjO2JOkJg2o4+BlgUXD6Ea4Pk jbHq8C3DEur3eq1hsx4HtVuDF3CZh2gprdtGFWTWq1u/0raOwRFu2KUMCqVbyA5l0w6SCkwC z4yHC0wjQFVS1hi/a9vSwsBssjY3CZuiuzbBd7cux9sysZ1API/acKDtPZfknKpi2FaMGwsk RrzeyP6SYQJXw8CMIaG8O28szVYZlioMaAOMOZZBc3qvaHDJk+y/qe34Q7jt0y3XPnZvoQqf SMUpj6pP69VqsTaaPRnJhDajP5zLQkzCHIkmMJrs0k4gSMcBIbXbchg60yjEfRuE3gGpeNd6 M1FYpgKxoSwFfUBMKdR9SWv0wAlBIpImfkCF4BAJxky7CD5SpQjXTGksFry9SPoPpG6iknzM TgbdKKwUN+I4RkjPUyEPSMYeZzvxK2Hg9RCaDoMGTg4KCgPxR0V6U8FbZfyYkc0Fj2sVj1Nd NIoh00cwRMMK9JZTEBCpM+4xpnxcVeZ9d2cKMsjXUbevONRjg8WIvHtWIrJx/TUgjpWcKOpi YojyY+NKaTV+wo1XQFkgTWysi4+uHGliR1p4Vn1i+MXb2h8a8ZTpVwlKBBsslNX3Gm37g7pZ fCzS1Ew0oyyKdATAxkBeduq2BoK/JFETigmg35/yWJTUauceTvogHJ9gSgUZ6b7bDUIl+Z+o +oze++oIwR51bzWNpLFqUPcE1a2YsEI2aWsdTuWVjBA+aUIA8x06YG5zeKk8pGSZNAVKWA5G qNoxTgb2AbJ5ugMXeUPekUsQ4iumt8YXl+WxaVgqxdvo/v3+JngAf+abDI0BEwUZcRannu3o tAw+8Bg980QMOXf2lWFICIUxUnaxyvjtTsULs7Tcubw4PKlBkt3KH9//+/L6b3AsGQnzQp64 NdekKmkiFmCcA7Q42oJMZEFTFMaJQJbZFQzbT4rGLEvMuKfwW85U3FwfqJIVJQGqb5cALoT5 skhZqJkmSIISYGKrdIggY0ykGO5QscPNJSplNGQr3rNWTI0iM6YBK1VoWjN3iyjtvbNlFKbK oCVsByppdcfJx5WVaXuLaNJUPCeFCOoDQhNiwK7gZrA4sZHlJfoh5BQumYu4h2OyWIlYNHto rXqtrcbuKUiRs4cly7g4v8yxQm274NdcvLO4ZfHoa7PyVDOyQ0lxRGnwTZvgQNNijo8SU+8E 4Z6YKu11MEQzPla7pqjAt0gPRSBBxFyrhQwu/rlH9dw9cccwJURPDo8702e3p5zFnnguCvww 3qMO4l8TCD4Nue5SPHVaDznF+wDf4HtIjnsq9HQ4qcBwu1HpRFuFJIL7p/WIa0xMlh7BUiGY iROIGxWFkwMXRgQn7r/+DhP9uyPW6ON3hMrqpEXuqv/0y8PP358eftFnFWf7UhkdGa0JsPqA kEUrI3KOWKNr81fLJEFVnGAUKxSwJCgVBbB8sekbCwNW1Nq1nNfO9bx2LGh4ccbKtclhRSHF dSSRM1w2lcT6mON2EuplNLeEio87uK60i8fMty+cqHDMa9V74v26Sc+qqRjtkAUhVm6lL1Bf tEz7uuhhYUWQrVFcJ5uXYm5pojr8tKaW+Jjg6AUCO4jHppxV1iUYtnLOkuv4kfJwlSZoYofO SitXkMAoi2Ci9WJZE6uaQbKLGqdVEcEsxGwk7hZxhWvqEW/YVSzaE9nIYA/iOIM+pUHe+DNv foe/Lg1xiwQh+6e4N+nFW+FVBSWe9rE8iBMlvobWaXEuA/ySjsVxDA1fYQHloctdqhIpat/9 fPz5KATt39o7LOtk0eLFdoi3sacnRPDbDgARP50AuUTxwe4gVCDijs4TdyO5fYNn0ev4Dl+b PWCXOOnhDp/NHT2u3c/XweQw7acGQfwd40ukQ0QVvob7L3E32QpxlJvEhIfill53gLib+B4Q rdP9QZK7D4DC4BZNeNjXYYvTckIf3J+qZO6+2ap6ZC645wpiSqsW5vP929vTv54eunzcxpNh CnmHOKMXIyDkpohbQHWQ5OwkHxc4++sfFwzKCRhnYRr3o6Q/QfcOYjvqIBmo8qlca/KIk41D yFl1BKgivZ89TJfRotBQK0Q5uGbxIj0R7dyJ7SyQBj0ouSjj/MTPjGriqT21U+2XachJtUZW pvQUzDn+ygN3MA/Z0ijGOwOIdAERC2tp24Gj7qqafkEeolHtS5VZ7ySdvHRzVJUoFC5igz3X ctpVumNWlci8i7qIJzNGVRdlGwDujaVxMXXRH29N3qRwZUS11ghK4opMUayCfHr8annt7+6s LKJcyLqBtDAyfIjkwR4sB1W2dFNxdvP++PaO7OTlbb0nfNulLFQV4txS5Gx0tdtqC0fVWwRd YadNmSCrgojYLUJCiiFi3AaJGLeKkg0TSNCDTBB7DIclYMmlbTGoqirbgPjMqjiljDmr5JY5 2MwW53RhwHAWF8bloaHSgecJ3v2SC6mdUANIjU2CJr8aHXC6EjNrbgT3SmZkEDHBRUuNpEmS DbS+7XyIoyOLpfac702wWLbApTTVu/Qbs07afaHjQgTuQwv8SjCuD+Aw1LHEbrVEj/95eni8 ifrYRf2EBUcpxo0LMPiNVN1mOtFM2vqAHqFMMq5fLxk4GcZG5i/nRqG8CN/pLt195IJQhVcz 4YE5pdsi5ArYgDRxWGEKNPk4N8JwtiWYPUxPc4e0MmFw+fIh8BBKi2goBAU3G9pEZWiVlHVm N7mJIzTuPQQR4tYnkuGBuFUD6UYAtEq5y3T2B2ApbT8OQbKpzjeS6Zt0jWrozqEAbqWkE50q M4lMZuwwqs/LGOOR8s2V1XnLN1++zo5/IQdUzFfQ6cTgCEZ9rJ2WbQJ7Hpyn6fkKCGJGYMC4 8uAPpC2nfdAElWbw0BZIaWEvw7askZWHL8c2yOuw11m0hu2wwdZhoaocrQJozZd6taLCnNvY lvlMvJIf5CpR9uYhu3l4+f7++vIMSXSRQG6nbByULLz/+vj94bF1VhJ1PGqVmEHK3MiWEb89 /fH9fP/qrFBfpUKoxuUGxQTOMtSo6LN9P95di06+UFkovvwuRuPp+QPdnIKqsU6j4AN1OWE9 CP9u/TeNv3/98fL0/d0eujiPpE0EOi7Gg31Vb/99en/4c2KWyHl1bs8AdYzn5HPXpsk/l9SO vKa9KAwqXAdSBSWzBM0hctHTQ7vT3xT2nXJwvLCUBdW1UftuX+FRGWgc4rREeYmQXuqsNP1A ujLli4K2s4fYLK+XV4M8ClIjQEFZqbYkrMqkVwKE7enVeMnT67f/iul88/wi1tvr0LXkLL3Z DNvirsgOrz0QQN6KIN03RpSJRnUDB4iM0TVLSy07PCFDG6hB1EcKBcgM2jsr2QTyiNO3SsCO JQDRWWgPVj8NpCsWHCQNW+b+o4HPT1Qx6jDfAuJTZVvZGgAQjdtqhKgAoRcwbg0mrbpN5KAZ h8dViLu2EukMhtShJRFr86khYYKkrZeQUKzgRzr5dEzBVHAnlkjN9DqqeG+It+q3FZFPGlFB pAY5nxJzBgAxifNQ2X7hm3py7g4JyrReBfKEa4riiHMxYrn3wSW/Srnf4F7ZgZEMp6U1cYm+ Ta+x3Rsf/tRPFdpWqBN6PUEhDlttIJR+rYP4aORP7efsUK8sD6rshv/99v747SZUHFVG1dQM ehjkOf3XvTjolK8v7y8PL896m/5fz2unoghzqet5lG0/HWVMlyejjNncRBaFQQ4uYgew8gML M/Ba6tiCcbPGQw4iVoKzWTFzwqRNjIxxWVFu+gVAQcMZnKITTP7eF8U+jQdep+d2UySe4Tei LRn4isxHVpMX9i0S0tgXOS9SlWBinPhI+YUk7OYf8V/vj9/fnsDJop8l/Uf75w3/+ePHy+v7 sCXAaMZcDycBJaeg4hAlFzxGNBcpi9RflUfiOGx1QXtChlgZZbgFSnSRfZOBqNnuaIRS0lP/ tB4xxs4KdBi9fgfI66rAlS4ADYOSg4etgpMwwkZSNlZsBWB0NNK+ibaBeUsFicdsnghxMETv wPh0CKJod6MKmeeYBPLlaoTVcRO1OJUfsk1Fao5ieBRfK2s4j+rWd+k6Gsmu/nbE6WEswqK1 /kT53/9lDnZtPMqKDY+nvqjN3dveTt4/P7x8+3bzr67Sr2O2SoMkqn784/XepunPE4CRtBCN xNR9Tvl217iAWqBB6a28H6X0jbVTQLZF2OE6N+QU8bOVNMQpiUMOlxHb6Bi5blaZl2bCktZt elTQ5Mc0hR86l+hoCd7tjgyHMzEnxfCwcuFdLij4SxVgR2YoBu4jBb9Pv/z8Lmi//uf++efj L3YL06IoB92jXir9LlQcOH/cvKjaUQ7isuO7COuz1dzhDBNVYgmWt3UYnfBhgVTjMjFaXOOX Lf0rnO067lLDS/+2K+x89YsSLkl7USI/idU+2hWgVCUaH40ckDRdLgB1e8xByQyU1hpTBczE tl2JOpwzkynKUkKxLWmUzZiqrgCh+EgMo3o+qPYEBzMGRB38n94eMDExiFbe6tKIEzRxsDtm 2RW8ZlEq20Fwany2QDCemnAmrFmSyU+D1xry7cLjy9kcZ+F5mBb8CCFzIbdxSJxNDmXDUiK/ TRnxrT/zAuK6kPHU285mCwfRw9VXPBYSjpAtagGiVFwdZneYbzZuiGzodoazlUMWrhcr/NY6 4vO1j5NSsZWLQWvisFy0Gla8DRQbiM7NBTwCJPMjdb6dVoZ26QANRX5peJTYupWO33j2/qBE xFiIKdnNW7/eh5khKYILebgpwEDHDZdaehZc1v7GCdkuwgsemKUHXC5LJ4IJScbfHsqY45+3 hcXxfDZboqvcGght4Hab+Wy0vlrZ4a/7NyHIvL2//oTD0FuXjeH99f77G9Rz8/z0XcgMgl88 /YB/6gNcg6Ifbcv/o97xdE8ZXzTMI+5CwVRP5pglkgF3mULx88pJnd9OWUicZ+L8fEfIjOEB 5yO7MGtOuFoHXMpFk0MIMUu8UUKqml8+gDhy/HZFBvLDJKhTGeSmxXBbJJUZ+KptAVRr9iWQ 5pcLIebcxrtAyLsrO0tpp0/WdyDl5Q7GD6pEW83dnICDcFYYAkoVsEies9DDLzzQujB80wvN X3DyMI7IUCbVE8lYrJQtbJum8i7+Q0zgf//Pzfv9j8f/uQmjX8UC1BJ5dPIFN5odHipVivPB /iFMH9s/ux9LMTtu6NF6aIjlaGqHJwdNrH7hJsvTYr83DEJkqdRaBG1I+2E86m5FmxkS5ROQ 0cr+PiYkCacQSgcyAeKQfWAakrIdJ7wRFKYqsWq6IAJWd60xO8ts2WP1DSXYKarUlow0OGaz wst+t1B4N2g5BdrlF8+B2cWeg9jOs4XY8MV/cvnRbzqUhOGxpIo6thTj6ADOLxWQdySKHITu 5gUs3DgbAIDtBGC7dAGyk7MH2elI6NJU9eAbxK+uIajCjDBWk/RYvN7DmEgmTk2Sd+bxWQVZ HraYjpThwl5PdyQq7zHu7pf1YgrgTQDYInP0n2dBVZd3jjE+QIQyfHGq1XLkghUyXABRbbhW +E7cUfH2t9JHeXKvVp673h1ll8V8O3dM8kSZ35BbeMdfXdTSxZohYTAuPXT0YE5kKVcdrGPH AuLXbLUIfcFq8KNL20DHFLiTn6+Ze76jEXdpMMU2o3CxXf3lWIrQ0O0GP2ZIxDnazLeOvtLp HpVEkk3wszLzZzMsVKWq/TCScaJDU0VEwtkOIANNOBFx5q4hSI/WLqDvpZaw1+sL60AT0uBo CeoP3YJOFIGbWK4nZYBCQzdjkuy88KLI1AfKF30piyiyykp5TaqEm8FQ4ea/T+9/in59/5Un yc33+/en/zzePHUaYU1wlW86hMzqUlbsIEBuKo3GpEO0ltSvf6jPKIufgQARnYlPAHWIFRjO 1x7m6KveAdto1zzzUc5SD/OwkbQk6WVA0fsHe1gefr69v3y7kVp9bUiGs0UkxD5L52++/Y5T 4ZdU4y5U03aZkuhV40QJ3kIJMzRf8KUZI5YoUJ0DneHW3pJG+LeqySVODFRUmO4zuIgEd5bE E7F2gXhMCXYnlxFzfJkTq2POx6qE8uNjLRdwQLRAETOc1yliVRO7tiLX4jM66aW/3uAfWgLC LFovXfQrbZghAXES4HNXUoXUsVjjuqCe7moe0C8eYR3WA3BtpaSz2vfmU3RHAz5nLKwo8zS5 GIJKnITweSsBeVyHbgDLPweEC44CcH+znONKOQko0ohczgoghD+KBUmAYFLezHN9CWBj4j00 ANwCKBleASLC1F0uYMIrRhHh6rkCr1ZH9YJ5rAnRp3TxD7XDFvzAdo4BqiuWpIQAV7r4iCSe Wb4r8rHlZcmKX1++P/9t85IRA5HLdEYKt2omuueAmkWOAYJJ4vh6X4R0Oxv1oDPP+df98/Pv 9w//vvnt5vnxj/uHv1Gzwk4SwXd4QURMXs2nx2ex7iSGxokmWGsmE6OAfRNE7sc1ANI/AnlR f8GYdcn2xteqUaaLGFHmEHkjCOsN2S5KwhdUAGR8aYrI86DkB+oOK5PJkmSmSwaheqyIXMZb 7A7rRBlJ1omICX9ZIFX42oCXgmEkRcwYmUM0ymidjKB9iSv8rAa1dtedFCCK0wA/7gPxiFqY wGeURl6mRVyTpIEVvkenCq5mBUI3viztLCiokIlWfhVy2NFI68brIyJKiLxeHd2itNTkyC0j GFUCKlC0uo4cYLrrlii9+/bxJ3F8HT3YqmhHvAec42/mi+3y5h/J0+vjWfz/T+xuLGFVDA5f eONaYpMX3BqoLia06zU9+wlCMdxiF2kNOfXUFkEIocCy4sjjXa1xCyEZjEw583bcDWYmtg5y 3cIlNUqBTu2PlOYwvpN5fFFDaOmOaFygyChAMXEpKvoHARZQGitJ0ulCUWATIPyJdkEVHyNc 4N0TQSPKhFBKBxnONEWHOHEvC8KcsuTDF84R75Eob07y01YF5w3x9IkyHcnTUUi4oT23RGiW oAqtiBPdp4cki6NIcIJ3RUXVLMLC8LA6FRWlt6qv5aFAA9Nr9QVRUIqNQ6+yLZJJfROGshi9 gn1sroa4ni/m2CFffygNQrlhmbqglIUFR81Y9Efr2ORuQRhTusn2YrbmU53Igi+W3WAe9B9i 6lkzN0QW+fP5nDQzKuGrE6cJSGp/2e8Iy4WIUxxfb43gG3nNjHvE4I5MMqA/iboo6gAug/sN nwtu1C6+v9mup56EgSwMo8igTqmYLiluWwMEfGSAQn1/fGmElwZyHbhbvauKILKW226J61V3 YQZckbhFzS94X0Nr3nYLl+2LfDHo6NTvsRkX1EvoiGT8a8KEUTxWG7Z14nfDK1bgqiFJVuEf wOFw7Oih46IQM+WWpK7544EOgwjcEoy7nwCtyHjoxI7Gt6kPxxxMlaWhAO7qrUNO05DdnuCs GqYiMKp9EAMKJafs7mi7T42IVhuRQTjEKWeGx2tb1NT4KurJuM6lJ+PTfCBPtozxsDAZKjrX 9Uek/02ATpFIjKa1FKNsO1vhnYwmmXYUh+Z76mPKLA8kbz4jNG8STAh1UpHQ+Ev8IC8aPZ/h zEDUufLWExtn1LrUDxWmHm7lw8UUJby5tfqE3JvGBlffxd7k6MX5Po0j07uo5nmMhXfQH/sS HliJft/kmO+Zip6vnS5yexcdP6g8OAznENTHS3vkcAzOsekFzCYnJ/O91eWCtl0adxlTnbpn jG0VjUkhTE73+K2uKCdYGCNlCEmhnlpSDRAE6hnKjSybz/Bpyfb4Ts0igmV/JrwlDBkWC1Sj AVIhauLfrtUOG1vPKaP4Mr8lgtvx2yu+qIsQpNWRN5tNnWT0mWhkkBfGSs3Sy7IhIswI2oq2 YhZUfnaSzYhUWHtqQ8RMdpMrCBT15jq55b6/xMcNSARzVyTRSFxlf8u/iFpHhot4e4qWIWm7 VOj5n9fEIs3Di7cUVJwsPtBmucB3DEHz1yucdgoDfHokuCeS3QceZwyf3JJaJPhJMrtWBhOE 3/MZMcGTOEjzib0pN6rLmTjKQDynXJwQZQJUWz5GagjqtjNDNaoIZwHcX/imtTtSZyyOgHb+ NY9hkWTNp6oiLzJjZ8mTiQ3OX2xnplrGu52eiPlJyHrmagL7gGhy7ytujaES+AJnroU4Aodr d2VtYHextbPcjMV0CKR7KFrzNQY37oRNaBnKOOeQH8kwSCwmWYYymdEfukuDBWUqd5fa5yl9 s7jEeYO/8C6OhrPWHSTQqFQkl6EoNqMrDQdEOLqYR7KJFQtqPbAENjoVgjF9RhjAVNnkuqki Y5Cq9Ww5sSogbE4dG5KkP19sCUUckOoC3xMrf77e4pQ6mNK7VIIn8ICj/KmCcHsVSuJBxo+m pz4HyYZUuujPxjGWaFRHMMGtTRulrTdbYAZNxlPGohE/t5S1GePz7cT3kYkzE/G/Mbs44bMl ysFlO6RyWSaQzzuempo848Y0iksWkhZzArudExfzkricYsy8CAULiC/47sRruXsZva8zqaqf YotiapjsqyyvWUzkiYV5RIRwDSGOYE5sPew40YhrXpTcdASOzmFzSffWQh8/W8eHY22wdlWC n0UlqanzqSVv1Qj+v0IIhCjUnIjpWlsXAOM6TzFon62DecbFaQY189KfNHc88bOpIAQBLiEx MKdLxYQh7sq0is9Bvr8cJ9p9Zl9yM6+JKmnOK2rG94DFbGKglfOYXnnrTgYsHo4iaP0tJoU8 QvgMSaLI+IRRnFAm37eopCJkXTOAFig4Kwg/iAZoO1whQ/RgKXgWJcNaTcVGWVdsv4egKDoh YRdIlCWKvrX+nYzdiJ+dhSVidxAw0Cn4/nx+gAfRPoFunKRFcIXuIM7FV6UBrcqcBigl944E dJpiGhBmq+V8SbdBAMAFwEX3l2KAnICNo4KQCVGF7mKreyPprf6NpLOwTCEUHEFOLzX9qPSN u5yDK/04eBDU89l8HpKY9iQ/SRdHnEmM7995rq8x4C6e+M+Bu0DytKBq9iQkFrK/kMQaiLlJ YeTJ2UmWB9mmntOfYEB9pB43CE5kNKKoxfFFiLgkIpdROgK6R/mlbMJdTX8ACViumvpzIIQQ N24SE+aeONI7+EPtzxb083dh4C8c9QN95jvoztFsBXUHXUrQNF1I0c6vDsIaTazFVk7Yr8LN qtj1WEi/PCrhgE6vD6DXoWD77hqWvpu+3kzQt+4WRGLTdyP2G49GtEbIJL3d2fdiH/Qq+NO1 yG+5v92uKFNQHneBeFJ0zwbNZRt+bNi4ZSHE2utLkrPMSgmEoVBG0DSLuuqqmBuZ3GWFrN4F hNGLAoRgOceoY63EZCfKe1iReRiKgWGEXQtA2qs4HaCEDtDhZj+f359+PD/+pcXwKkPukEQE tbkAxHhhH1Bx9Kj2ZEk4b1lXRfJth5e391/fnr4+3kD/Oy9eQD0+fn38Cqm7JaWLAR58vf/x /viKGU8JWBtPXJo14bIrZclzNstlvWA/9QwpDAVRf9H5bFfSDovxgLYssgtYOuDqxONnVvNj Q9jGKcMrTnx3af6ExJ8eJAoejbvFvv/4+U66dLO8POrZ9eAniLjG+U2VJgnE1CKDkyuQSpV9 mxGaXQXKAiFAX2yQATmxU5BGLFGB3WRHjm+Pr88QNq73Znmz+tFIUzYjnpBZDtHLjxeSygUn ivPm8kkc45ZuzPXTZu2bkM/FFV79zSyNT6rQGoL4ZNndat+KihiunryNr7siqAzbm65MyPzl auX76NhbIFx3NYAg+JhlODnC1Lc7vB13QmglQq0YGCLWiobx5sSlRI+J2gQU1drHXRF6ZHp7 u8NtOHrIviSuwAyETKdAmEX3wDoM1ss57mOig/zlfOKDqfUy0bfMX3g40zEwiwmMEN03i9XE 5MjKau4Rt1QdJo/PNaGX6zGQegRu43CO0sNKcZaQearcsFY7OgGqi3NwJsyoB9Qxn5wqdeY1 dXEMD5QddY+81JOVte5MDcfuQzUWZOibCplzm+M3iYrK44oRGkAFkOtcdsMBgmM85VmrEOE1 KHHZTdFjyHRGhZFRkBMXR8/AVQm5ONu+XvOglHK5+0UDjhLCeoYOORCJ+3wJkcEViQyECgAj q/YM+sMyU/+sSoNoMyfMcBRglwVzgse2e8ziMhPyb12jtrAKI0S78rYa709ZJviSs3bxvcks gxIgGeUujktKWhlQUQyx4yZhJ7YjHDbaJtWpOBHu6twloYgzuIyIXMf4uul3WSHK5C3SBbzU n3Fu2Q4w2A8KBu6q4yrOumIPcyDCbD5zvQUs6tOgBiMfObUd0KP8y9XiMPFXxGJvEeds+sMC aOqDya9aFTUERYedwD0HomDj+bO2h85PHF3ShXPtsEwc3kMqY7FE3HFvvXU1XiDW3noCsfE8 1zQLs2BBmUa1dUSxWGkRHKeieEe4tLbjU5289ezygQGSyPXqw8iNE1llbIlHNjvcv35VUVp/ K2668ETd+TA2Elkh8UkthPzZMH+29IzbMVks/rStfi1EWPteuCH8DBWkDJm1mxrklO0Eefzu KiB8vCW1NcWntun2zdzLrDx8djVVOFGHEkwJyFFiUNI+yOLx2LVnXOwL9v5H2MlSnZz/vH+9 f4CD+xDesn1bXWtXJift6Bm2gajrKsh5KjWlXEd2AKPscO6f2zHpjDSQjzm7bP2mrM3LyDZc KRQjX7qlireHvNasi8RZFILHHesC7MD70AaPr0/3z5o+RfsgQYqETW4Jvrea2fOoLRZ7oZAE Q7FhRNLxtcixZuoPWJF5ddJ8vVrNAgitzSDC2ERFCdxI3KKNHQ++0eQswAliQcFVGkWjmh1f AkzJp0PyqjkGVc0/LTyM3AX4VpglBokvdZxHcYS3LgtySJpXGWHZzNbLqHs4VaYigAit9Eeu 47C2Y7hiHeHE0EZncmSjM/XaqvZ8n7g61WBpiTojGePDiIErwU1a3ourMMAv33+FclGPXCpS 34do89oqxOlzQZpe6BBnJ+Cr2/fNJqL1ZBwXahPdrvUzEVS3Jadwl4qH5G0RPAxz4k6hR8zX jG+o220FajeUz3UAXpT0njFAJ2EVYV6jyFVJbzuCnHDR+XLqHRLFcohVMAXlpe0b2sUrMtmt 9fmysK5SuQuOvmyuYixGltosKy6BuoZNyYOlQMgYZlQe4uYQpYTtXbMnZkxefCko006Ie16b 1h5mX2SUyeOYLcmMMjAC4mk7rLsogrRreY2fMU4M+tdNfeysWGZMiGV5lMaVpuCEUkiloY5v mloVCDI3FsQkNo62kiJDmkqndOpd6ipHfpsqCfRLHUnWA4iqAs4S4xALhWfIuhsVuEJItQQO Z3gyOSFZVGC5aQRM6AtlZhghUGWECdUAlNNrAkMF2hkQu2C5wPVtA4YK9DEgLqw8UCEPQA8E jBtfBucAdS4Rn0mMgGH5e8ID6wtkOym7VpWx9asxs7j0RVg6PzEX9+EhDm/Vh0BeWIfifz3D ZFvgNYcsCK1ixq0doS011lALpIIJdHRK96TRm7AiVCs6KKgzyj5NQwmWyvKYULTqwPx4KiiF LOByTrfb3RSsCRo5rHb2OJ5qiLhWFRdccdoPdb1YfCm95eSY9kDy48RpCCksUeKFpemVyssk iSM9YZdraXTOUdc4ornjmzZPm3Uqa6P4KoUQ9vdMPyJAqdQJi2E17cZh4gjBkkpqDfTsiJkf AqXNe9bmCdUIPFNX5H3L+yMf5JwautFeIt8IvCj/8+XtfSJXn5zDKZuvFvi1TE9fE0H9OzoR RkvSs2izwq9YWjL4pLvoTUZIN3Jx+US+A0mkQkMpYoZuboIE0ZCWxmYFq1O6PtAtUb4SkDmU hHDGV6stPdaCvl4QqiZF3q4JnZkgU7tLSyuJsDZA/nIIigsb30zLgEvExOGhKSAN60qlEfsd 8qGpR2/+8U1Mxue/bx6//f74FawIfmtRv4rDx8OfTz/+adceQqY18jYBEFHM2T6XAWLpnBge xE+JT/RXc76ioG++5DQJA3fgSfXRslEWTI2sLHBG4wh5lF6/C0laYH5T6/m+NbQgPkfECrjA ORJ8WI5p6a2JWHCqO44w9QCoil1RJ8cvX5qCEwnLAVYHBReyIz0kNRMnd4thy+4U73+KDg5d 1qaQ3d0svYQlEVNOTfjxgaBTilEc1PpwVG5mSUyptNVqakLaJeesVJAg3bsmOEBGu57WC6Th C8w8m5u21RAdg0pcDbQs4LXu3iLL4l5hADt4dv8Gc3EI9GrkOdSeU+db/Cwpg3So8PfKt4uE uSy6gN6GaaDph8US3ybUWHSchISQbAKIykyYjB49IFy8Qg5yb+ZKzp0xrLmjRCrAKp2HOH0R +gMBKdSKJOlOviABl4BK4gVkHs59sbERsQUkgiWMWE6yvxdGtx5cPOgRHbNXg/zlmt9lZbN3 DmGA5L2Wa2Aw4UP1ZdDy45i1w6Nd4rV2Hel66VIuCGUhZX7Joigh8SWdGghQdRqvvQuhnoO6 bcalr4NrHmSmUyMvCS3IgWN2R2VpWGOKn2NGo6TUkt88PD+plDfjsYMHw5SBa+7t6PiIoaTy fwpkL+K+JX9AJMr795fXsTRdl6KdLw//Hp8WBKmZr3y/kceWQdthlrc3BEFqRHUs/cXa4XJh VQFerx/CRbXvlYT50BgbEhnITGASLvC7MwuXjc5unWnqaAj7kWI5qMOGjUYUZLrxHwDEv4aC Lh3xQBjGVO6WbZXY1FQUOyZWVxxe/XC7IhZOB8qEBLXgM9wWrAPxy3w1Gy97yIL5fPPj6fvD ++szat/bPr8LrnUVEOGs++Ye4qq6nlhMfJsWll7zC5Ll3UJ9YHfqRy+NIIvoLREHrOtCVVwo RUbfgyDPi3yyqjCOgko0C9cLdCix+4O/38Qr4/T2APcOU++Ms4zVfHescIGjg+3jjOVssjYW xpOYzwEvPzCuAEhYTIVS7lDxmU23PovruJh+pYJNzyF+zCvG42lgzfZYT/sLa2yVyGVSCSb9 dv+GLqH2aQrSsw+xARh3cm1BkwiJVyb4TZn49J9Wc09HWBkQuodYdWfH6FBMyN5n9KqsNNey LDTsofui5jTvRO7s8dvL69833+5//BCHZ1k/wkFUW7OICPir7LjOQYkfayS5Z7AuZqCQVZAz kO2FsILvThKW7fw1J4KDd+0Ve8wBnQ2ObqvdWewmv7ZUsH5wDszp4q/ww68kJ5s5dfEq6az2 NzSVixMG5XMuAUgYbwvA5+tw6aPj4Oxnr3eRpY9//bj//hXrf3JJhcyB711qavDlikjQqT4l 2B0TN78DgAj7p0xfwmC7IsLQDADC4rwFgOWbo4a6ZKHn2zZE2pnZGiW1vJJoavTIvaObquMq WnUsm6rapQJVFpq1Txyv1LCLPabA9ZztmIkDKDgkEZbuHShWKCILqDIEjMLFKOdB74I06ml/ 3pkYAWkwsHUtHzX3HGOUhYuFT8TwVx1kvCDSgEn6pQrmSzt5bXerPe6C8nfhO6xr7VMIVZJP T6/vP++fJ9j4fl/F+4DK7iIxaUDF+FZDIiTyIxHvWPIs24mpbTfaPhWxH0qix99//vHH0/c/ bn6+Pz0/vT89jlvP06Isr41KKxWI08/1C3GGa62GqxrM39DmkC8dKjnjE0PeHTdVzAn7b0Xn 8d0xzkMrSrYJOZZlejWODVo5qUszQKMQqaxcSUduAKHNg3O+gwwXTRDhAHyFZmt8BHZBLbbo axOevRmh+e0gEfc2xPoxIO4XSQiu6OkgrQ9IwyMif2KHI5ICdP2m6N3zuzuPTF3YYQRbmW9m RKA3A+QR9kxdawTI3xK5rztMWvobDxciOgipZxzeA0HL3DMirRdrIkLdAAmX87WHHzK1Pm02 2w2+a3QgMczLORE+Tsd4K3fPAbMh7iE1zOoD71r5W3wi65gtMdl1zJqYPv0UzHaLJd6tbvLs g+M+huH2toQGukcWaZQwjjP0DlTVqxmh4OkaVdXbJSHo6pC1+3MAZOOeQ7tou92uiKDTbXuP +8V8hjcmOcZpOzxZ5s/MTEstZsQ0ZUF3v3JA3JdzlWEO2Vb77PA7Vh/3xwq/ph2h8MHuYdFm MSfyGQ6Q5UcguGQ+QLL5jEjAbmLw5WpicEcVA0MYM+mY+QafQxpm6xHRhgdMLUZwGkOlHzIx U20WmDVlKalhiBOIiZn4Fod6qsV3xyAssvIoFkoTrSDcmBvPF1Pt4uFmTTh9Dpgjb6pi31TX 42dGBGXrsBfWJEHexXVwYm99iOqOLOEeMJ8Bwsif2JKSIJuvDg5Rp2+Q9Himcmn2PdzR9skt pL6U7mEC3hIGpFVtCxJ/QHyokDKtsIEldzMdGSjBHscxiq+JY/qAmE/NgwiCBHHq5qwFsdWt OJ0SmXu7j7eZ+7MVbg2gY3wvIe5ve9BqsVkRiRo7DA8PhCVmD6l5HR/rgEpu1OH2bB/srnUM NqhxJW173Ph0NfdJ+/Ie482mMJv1jLgPHxDueXdgh/WcsBPqMXwxI87L/dfdZQFhHKtBSir1 cD9HVhOrDS6pJyc1qV7rAJ9DQkzvAJJ9fJmCVHNvYvGkcV6cioaw2elREDyLCrndYaTU594n FGZD2k/aOPKiWscR4q+JcU8OhXGPuDxEEAcNHeMRR08DQzhhGpjpsVx6RCwKE/OBNhOn2A4D h0JKaadjiPOeDlnP1u5+SdDcLbNJzNotQwJmO9mehTjsTvZdgCYYkAIRX0MS/emxWU/tdAoz +RnW68Xk8K3XhMW3gfnQ+E2svyxcLE/VFNvMwnIxm+haHa6JA1iPKLm38CcmfFZtxMY1ddIJ SaendtlkhJnwAJgQYAVgsoYJFpBNnEkEwL1I0oxQDGiAqUYSUW40wFQjpzh4NsWas+1UI7cr b+GeOxJD2c0ZGHd/y9DfLCb4MmCWEwwhD2vB4tz9AsxmYpK0mMk9V+A2PmW2pmG2M/c45qUM oerGfLnUzW0V3Mb5xAsH4MRIAFA6xrkrLMKwKf3JwShIv8juAyb+ihAqyozy3eifrldii3Mf MSFcRUJEi+swfFdzt4DEdxVh0tYjxNHdPYEEYoIxC8TirynEchIRTrzF4U/QH/SyWOzV7oUV Z+H47muM8eYfwCwIdZ+GWcNthLtjGQ+Xm+xjoAlWqGC7xcTOLU6Wq/UEA5KYhVvBxuuabyaE YrGXzj0/8id1fnzjex/AEIraHiOG3J+YsCwPPCJ+jQ6Z4GIAWbgbLCALb2r1lNFqPjE4dUgE wOkBhyyckOjqrKRSnhkQ96yXkInGZuVyYsoDZEraE5D1RKezcjV3Nxci1oegdZw4kQvc2ieC 5/SYeu5NHIJOte9N6JLP/mKzWbi1Q4Dx527VD2C2H8F4H8C4B1FC3IxOQNKNv6rdG59CrSnf hgEleNPBrWVToHgCdQETLx2BOXrZDAR8IaV+BVPfBvXtbD6l7Aa183li45WgCb3LobSraQGQ xzULjCRebRFEZbWDd1kIXgc1g0hyHHteXjcl+HfsMNITA27scTuCDhZncSU+AES3aR3bVcr4 JuOfZjbYSks6NEc6Wzf74gRRsMWAMDPqIAZMQP8sg544u6E/AhYZEC2WUIxijyiLhyBNi5A0 XcGeA+eexvbwsfBmL8bDYg8HQu5fg5OHDuN0q3cDKIpPSRXfueYgZLMM7FzHmmE4eL59u0cN w5V5Ni/CJqp5VyG+ggV0sZxdJmoDCFZPb3LjrMtuWBke8MoMVC1OGWFRpKNk9Ibh7+hdbR1d nIhhyLsSFRVA40o9IS/OwbU4Yj6+PUYFzGh2RQHpxSBSZIS8AmKgyigGorZhlfZky6R3qLyS ritNWcXdw6057/n+/eHPry9/3JSvj+9P3x5ffr7f7F9Ej7+/6Oy3r2moAeYh8ioTIJhlig6J BcuLAruxo+AlBAUZ/FwwmMELJNzu8Shy8sDhi6R2BwRpNfOQw6c5R/ht6f8ydiXNbevK+q+o 7uLVuYtTpVnye3UWHEAJx5xCkJLsjcpxlBzXdew821nk399ucKbwgVkkttEfMQ/dQA9H38kh sXJ3by3kXsqMvdtZQZW9oR3kH+10vk/k6AxWkON9KiQdLahJjn9wYo5W/xsI4WFQKCN2A2AF bGbTGQQIlxb4YrvEgJOTQaJ+RdxeNbOeGinHPqI9JOnxH1RiIPPUm9u7UBRZYu0h6W6meEbx MxlQHD06gcBtkuvFdCqUiwFizcOPqNRcC5GEvnlgpUMi81C2DlMknVo6RF/VzRaQHh94pIyk 9dTSYBJK8PzTsUAqLXsraLFxN5a255+i03YNySwcwa2lYsJtgO1mY6Xf2Ogcy/IeN46mu0hP tMjsoxfLG44JA0dHepvpbIsrQWedM79a57Uy+5+fH94vX9r93Ht4+zIIUyFTz1pBynlgK10r U49mThhz5nUf0WpLE6WG8bpV39lAlep6kWOEM+Gqftrc9+vPl8ePp9cXS5yOKPC1rg6Qi5ms IqQxkkasMM3e/8HDl87dyefbzdQSJZlA2iH4FNzXaIB/s9rMoqPZVY0u55TOiVOErroJ4qnl PFwurJiIDkvgAkA313d4wsLPmbyaw4fvDsRWCQ0xC+w1GWhdNGTzjUBFRn6+NTkEd/q6d7wZ h421tq/GWHs5na+BXh+TSy78U+Fkt3a/J2HqnSUwK2AacqnTFsK+KfWVwe/gkNeEFpZG3tkF unEaxU6e8fT524nvz16UoMDpjLkVEfIlwuTtNo224LW2pePJpelroEBerpDTbLkCL5cVYLNZ gae4BrAGl1YNYLu0ArY3U2sVtjdAAbWhgzv2lm6+JtX0fI3eCGsyeD2uybbCRRzMZy7QHGRE 4okwAYzrPYdsB+Fy+NuDTEWmHYJBCIlIZtU/JqZesKLtBY+NuttQ54C4C5y7ySyrS8+XW3AH W5KhUnlFnllOo8xb5SvwKqsrL5eb9cl+WKloBa7HNfX2bkvrw+T2u+wd5fW1xDk1TBc3lunO thggCg+Tc3kOI8uIOSEJBWYGM1Xr2RQYKTCRWgo8C2oiMG7UldKArfn9qQUA3YG6WdRwy2mr s9gCL2MN4AY0oQOwH8cNyHbslSDsW7CLgW4Fj+FyurDwSgTgmOT2+XkMZ/PNwo4Jo8XKsopK wQPvIdA6WXNimbxPYsfaEzXG1qPHaLu0HGREXszsbEYFGSlksZqO5XJzA4LVcFNyT4dJGOE8 p+FIMTUG1VZf9CiLt6WWC4lm0zOdH9dZ1fa/Numg3q2aGCC9SMdNYJArO0IDpgxhfEjCHGmf tlhtVqnfJmJVICc6LZyvv/Xt9+9+UL2rlH6CQeCJBkxM0A7tKy3K8fLtFqhDdlD+agFYiQ7o uNiswNNtp8+dmznYzAYg8/nUGRknXi1WYBG3MMh4txCpwhukRtFDreebmZkraGF8DgL9gAHI LKN0QdsNYLT7oNE+CHNvgcLb9VFrYH3Yoph3XoGNtYfa/MZsKLlkYKnYg23Xy7H6axRgafuo LWDc+6ib1dgIEWo+RQzCAIaMpYadAezJOrB0uwXR6Dog4s9HC2TvDyiiVQd12G6no92qUUCT c4AC/FIHdTRbSbSIzHHmsxVyjtHBESMOGN0BaGxCMFN+AwxJeqgN0Hzug0YHMMvXKMxjHzTa mwRCCqNd0Kf5DKindlHRAUgmvazWm9GlwwXOgRZPi1Lhjl8ixookpnQ1Wy/GymTedY6E3j5s NQWRI4cwID4MYLPfqttqDiJ0ZZ45mJQnDF61dRj5M5G0J4RB2ANO9vabBbA40F8J8JjA4YXT IlRiyzgIyRwZq73jJ8drWO0kXJh8qZYVryp91dbd28OPf54e368b7KSC+K5MVA69u3Egysi0 ldvwKvEgfdHzIu4UJ1+qNAQRMJ2d+SbisKPKHmXOruESc4/5mdHxfxbxYy0xuUnGfhK1msKZ nx1vVf1+G7w9fL9MPv/8+pVdvQ4jRgU99/GBe/ZklgGNX6KmkXm0+cM7V2RztMIIgAKhMEnJ kIMoIbqMVA6J1HvAPQ4Ri4NQjqHn+DvRDf9DCSKQg86I0VFLtP3OvIUTyR55lQBq5utrYUQv HZIjaiYPkCY3wGqbaBzpNoFlZo6PIh3wCOV3M6DPWlJhU0GsbqI4ByQIMVXC3kPe0rnjRBI5 Owkn2u0deL0h2sIPYOcc8u0abONEzTPaCPDsdYALRL2eYKaek0XIsTL3T6S8AldYutF5d8qX yFRJd6OWMeFsETRb4iSCNWD/cEirWA9glIa4+opWALiz1q3bzEyXhtwvvVgiPOZJLoNO3LtA ZpH2LU+HgD9Y0GXoG5Ax/QtkGGbCy3sFeLrU9I7ydK4IkuabcEOZD0oKqJpyF59FTCvZFL2D v+UQN4RMVS/bMvnqCOIuT3zD2cQzUIa6EnkZpK85Ho2bvz4W3IfH/zw/ffvnY/I/k9Dzr2PY N40h6tkLHaVw77Fz41CHl+wCe++yDeI29+cr86zvgxC73UXdb0lOG0EhGaBFaOcEI5hPXhKd jygueYtTzt4BT6adAn2SvAD3OECBl5MWxZeXQP2/B1ovgMwxQI1mlW5X4I68BUXpYjG9MW/D LQpeqHRKO6zm001o5ptamOuvZ2A36fRn5p28eHDEVQtlZDmU6+H15f31+TL58vT+4/nhV3VH eM1FMjvnDUM6+kUU3Y0k08+wiGL113ZqpmfJUf01XzULP3Mi4RYBqzJ516H1DOQ6BKfjeSIU 2ZVaq+XLKqpimtGOl3W3WwOWow7nsv+yY86T/sqEf86dW5EcgBu5kX7v7FTJMCZD7YhuyPG3 36ik6Pv2rNL30u9IPW1iq0XJiMbjWZ6JeJfve9DM6cWKLCgJFFT5bq0DBakfl0eOxccfGNRU +AtnyXpxxgmvyZ5X4LjzJSIrzKtYU+GO2FCl+Y5Z0xWQIDSR5CvAdegeFeEtcG5TkvMkPQdm QwkNkDuXBDULonTAbSFL+stCT7RHGAu92IFI0kyOHM8JQ0v2WnbF5HQ+m5llME2mvs0lP424 0xWQBDTuLiXxBA8Szd1dot1CQ4iIlK2XRQjsPUuiQNHwSrL5WNC0g1QSyCmafn8rcO8GOfIy US7DyJVAFUDTA+BWWRNDksETy8TfJ2EuzJKA/j5JfImf5yrIjnZNlTt8vWHp/ANJiCFw0qgz ytfbBZ6j1IP2zeP2Ds+LwtO+QyH96IR5Yj7Py6qLo0piSwaHzMML4CQdFP1TN/zu+szrASTr h2Nqjml/Oy7g+5iaH2W8t6yIWxEr4t2RH3yGhB52s6XpgDctaax/byHn6lYgl7QaQWNqPXG0 2B3R/Mc9FNHIZ5YGRs5dQOKDpQxiXo5JFvq2uU/shN68cC4cg4dNFjAi4dColm2Ew8lL+xKJ +fE59nGfxzmepnGeSfNzMlOJJbHsI6kTs00P7UZ4OqQipqECNxYlIHc4AgUG0CHJfDKkc/Si jNcx3hDTE7gR1MPoIL/D+lPmQnHtMr67sKzjLPE8B7eezndbD1ducDFdRPbv5S5y9CzEEBsH olIh/KFZZB+RCwefVEQVIQc2BheUJesbp6HlMEOeGPQmy1fljrJwMdq3xd/JnbUI4mNwB9ER ooRlw8s59iem7mmvxR2U77NC5WUsNXzOMX9/TsH9pkbMA5rDuA1Hx8YEHaWMEst5QwfK8cok r3cS0hqHVK6Ytffv73wSESzbaGnWe96DUHua1Q9TXABH5JmD28mGPjSrr726GwQkLSFRwp9u GpiusbRwkAbG/IafNS7iuYAr+Z6fpq4kwVR27A8rRBkcpJeZ+0plNzHEDMIdf3rrmic20wxH bMdpvaWIIWwY0knHsdWtasqrkrBGeA1Iet3asY1lp8j9Pmy/1cpZBDgP5OKBYekwi9JkNvIn KigJ6jpvjkxCZJiz6fPu2CV7T575OpW47fICtz+2VxcDnMjR7JK4nRWcFvLdBp3lvXsASi9C Do0Ill+ZWRyjaDRMdzKPmueo897rz7t++akn+5XkiBJlHK1uZnFM3IAnzrE4Vne3zfNh9PT+ eHl+fni5vP5815Pn9Qcryr3310NtPso301Llw/YGlLGMZa5P5sG5082lDGNHLFqcZGqYSZKb d7uKxjGv/cLLQwmC7NU4Xyq2Fz6LE+3vMVvrgz2sGkGlh5D9ZrMR0+BFuduNRZ6ogk7n2C9d A/w1N3URwfYkKt6Xj7V8pf/XbLjGr23N9bLluND2wJ167qw3p+mUZwao6ImnN0+c7/0Pdbrv 7gYa80METyrTlzy3MhELBfSrW6AtRBGjRFVBPIynYj6b7lMrSKp0NlufrBj2+recz+yFjdWm GAOocDuzl5FtnfV6dbOxgohWhpaIBsxtM0MqG23v+eHdGH9XT1MQPVBvDxlvy2amp9D2sPjb vG+jUfp0Jw7mfye6C/Ik4+feL5cftAm/T15fJspTcvL558fEDW952zkrf/L94VcdwPHh+f11 8vkyeblcvly+/B9leunltL88/5h8fX2bfH99u0yeXr6+9rekCjecqlWyRWW3i+K7SsTL93Jz cidw8DZS4wLijRHX18VJ5SPmqAuj34Ec00Up38/AE9EQBhRAu7C/iyhVe2Bx0wU6oVP4ZiGg C0tigUXpLvDWyaLx7KqrzTMNiDc+HrRdnQt3Pe/rLnbXtqPqa3leYPL7g45l86VRpOlvJ76H zM00mYU+y3QyhA9uSv7y8+H5z++vXy6Tx/YEAEvc82NlUn/qV0ZvKT6QwfWJdfTM0k1FNF/D 1VvvwINs0xDmtlDFWSo1eEjhz/qMCPieJG9gC1pRgU6s3hf9IgdPImXVDkrgDSMUuySH93Ma YdnZ60nr3W08YK1awrS7FtztPr6B003khxurhhoDzlEgdVzFMlwIbtDfHl6OwChTHxSZQ8zm QboZ9DSkG5McnSyTFgQMp1zyEErk5XEZyBNr9VlmK78PB+aArAy4o6/xzBD3msU94YlHDCb/ nK9mJ7wl7RVxvvTLAim7d0HLNfBcqvueTTtoiIljtXYRjW+iBs8lzXpL//n1/vRIQnb48Mu8 08RJWvJ0npBmU3SmlmHCbLIObxZXEeI60iqoyaAYx9+BYGH5XWpTMuWH6FL70oiJUNAK4l7O RaAQwxaJiN2SmXyXsZjFckUrhWkpQ+vOdIWeNvWML8Y7IH0t7SVhf8l0cW7GMz3mrWZ/5PGP d9pvkh5WfkAwDLP+0EnNJpUl8Ui8CtAE0wBtYGc+Flu6efnU9DWIIaDpZXRKCwDbzOvs2eDU vJwaOlBDb4sHOjENYA1MNxvAjS0H3/Fm86WaAv/UZSZA0UkTG/1wDHH9+Xq6jg7mtVxDkFtl Ta8cnqklYl7L/swXK2A3U4rbnsP68BZA6K1uZmMzbmV20ltWVC1mQbiY3VyH+26XgZYuPj8/ vfznj9m/9VaU7dxJ9c72k+NCmm4iJ3+0V8z/vlpILm/OlnGKwpOHPBrUgAzwIZp+HY2xS2Uf MlvX0nGKL6bu8mseNCCZ8p/JA23L+evb4z+D3aKM81z1ziCZk/K3p2/feh4quxcr17tefeOi /bBZJkIFIxliKJKYYMT63MKi9sLJclcAeaoHbXTKxgr00gKW53i5PEigOd1D2nevpnHV/ZLh 8ujpx8fD5+fL++SjHIZ2/saXj69Pzx/0G0kVX5++Tf7g0fp4ePt2+bievM2oEAenJFJ57veA Ew1cyJhQaeVxzpwHCYi+sOxKbS6sjWV+sujX/3d6XcZpkRssZEsVrafvP54v6Mhk9Tr2TSRD NL6S/o+l6xh1zwTt9iS/JnwVqrys6IQ916Sr62dOHWAqRb/aw2FTsCbiu4+K7LGicQTch2rM bg9eDzVVbFbA3lST5XZ+swHHXQlYIEOSiozOl5IsFjMr4AQ8XZdfr5ChfUVGMcpK8jDQdkXM chqTbgB7TmDn7evtbHtNqXnBTtLeyxMaTmNirXH9r7ePx+m/ugAi5sne639VJQ6+ahrCEBQZ l2nxgZjbmmukhMnTC+0gXx96lkUMJHYgGDrZbNLTLPEMyeWjWa8udfq5kEK7YzV2v651drgS eZoo61xTw2Ktv3Ncd3UvwHtuCxLJPbC4bCCnLfAYVEN8BY0fuhDgJr0DWSPT7wrCjipvkNFj i1nMFiB+aw3K1MpbjBQmVTiDhpg9DLAZrEEngtiro0NWILvKLgb5/uqBFr8D+h0M8KXT9PRy liPD5griflrMzdeDNUKRqATNhytMEC1QlLlmQGmSIu8JLQTFyepAViCudLcg4HyqhohoMQXx G5pcDgSxTy2GIOPYBrKF9tl19/rz5XQFFJRbEC3f7dUmw7qbI5sMTwHkMqALGV35CyCG9SD2 bmcI8LPUg4xvVMhyvLsLARvNZmhuNsi8vplIy9G5xrvU0j5Nyi3R3nm0mOezke0l8tJBHIHu iTUnBi5mVS1Zn5M8OVh6+o2TyFeL+chMLmv4G2vmBtzSt726HkQAKP2FPj98kPT7fVDVwcde lKjhYV3NiTnyZdFCViObC0OApVj3CNyuOAytBDr1HeQGXCG1EFr69oWn8tvZJndGZthym4+0 niEjJy5DkG+HGqKi9XykUVm68voLS4/v68ufJJuOTcQgp9+mhumhFWcuL++vb2NZmGKjVxCf 3YseKmWT5sM29ZoH1QUQ4NqOnRLPIt7JuGtbRWmNI6W9E8ciVH0qKzb17PdDkh8d6tedD14a K60lIoNwLjXgZL7CacmsL5SCy4YKlTg5qkcans6IVvlKHyGfEJ2Vpz7ZiCmslTaS3HPvnKNd ZG5bizGS/SNX3HzlXtGg51Gii0G+FWWvCv6051iYJBD7KIe+wZcwp3nPT5eXj77Er+5i75zj Xqd0o2BC6W4RXCtV6fwCOXCGfNTpxgKKKidQOJHOUXIQlbm0DYZvByqAEmHAjTFfAFSgvXCA 9medC8uFOn7LAFY9/Qx6ptNScBt2CIzqcjL7dHbvUv1A4sTOTnTCf/D2UMbu7hpUH6KdiPu2 4wc3Oe0K9JgWyzxLaP8hqf2ArkUCyf5QMmG6M+RqyIR9nfauC6tkNN3rryLUH35qWguHfcIq RMOydGoMntBKKttNqEohsrpguprP0dPj2+v769ePyf7Xj8vbn4fJt5+X94+eBmjteG8E2ha/ y8QdekGk7UQAUyeaWzukIm06l9o89xnl2uipgYLvY+mNYCIRhk6cnOwqb6rIAnbeZ8yr3rW3 64be0dGstx8O83SMZCfGRyTPbpQEXfWn6BTBSE6l4RQktzHXAeAuIUCSmGVXaly29817E9PO R5mJEBkklghQLh9IewUCojHx6GagYJ/4uaNb5MjoqlSG2EVAKUTHvAqdFFmzlYGzrA1jRB7M pgvilRLP3HdCiNQzlGOcF+VOxtqnYZ+vkSLWPjHMEbh8z3e1nlO7R1MO58wtTGAmpZ1wMjpB Ra5MlDFRT8xfJoKKoh7rV5KSLdKh0gA0E2ri2TEeAw3ZF8rLZMq+PL9fE/3DVTdwOjKuawB0 mkXAvi8o/pY5MSA5ax2b99ddSmwVzQCRwzipxoHem6dePevO+yRH5rDsISbL7XFb9z46w/l5 8zZ12HcuMA0oX4IdfkfJZ1MQ6bNC3YZlcKv+BWPHjkD9uFy+kMTxfHn8mOSXx39eXp9fv/1q L56xhYG2lmKWhb0XaO3W4CouWs/g4PfLGhal54EbnoPjuUh9BxjvtNh8X8Q++x8PDRfWui7F yyMrtwZvl///eXl5/FVrf183s9Aep846mBkRiB8xBwgbyXeYbWlyjV76SszBzc1TtooCULDi v0zNbGuJyQBjVQ0hm4tRSkxDaIHlBXUl3++czZcGVW0VUAbSZ+inQnq3xDcAvclIiF3C096J T5sluJCMFD5HK5qdH0i9UpTVajfmheM6mUec4WqKH4crM0XbEVVDPiG/5onaS9c5u/k5C25l aN4tatQebhYVAJ7h3PNeBGZISky7tgi3tYTtAWnUrI3VuqWlkhTNBYLHuUSLNApHeDbKIC2y dkdOs4SlNSO2in7G4379HN7b4J3YzxLWHtFHhbk3q8sB0NfVivEKKDZ0EFamVAqSEThSNUmu 1PloAR9lzKLtOYimG/YcYGJe9+yt2wtvO+5RqhQOQZc6XY9epRlVhW67MLqdLrfgUrT9hFf/ zRIoSXVgSq4WICbHAAXiQfdRQHmsA/J8T2ym5kvBLkyxB8WzZ57BHSDS9aoudw6eWV1vf1Sp jMMBr1meJs+vj/+Z/Le0J2tuG+nxr7jyNFOVmbEdx3Ee8kCRlMQRL/OQ5LywNLbG0Sa2XJK8 n7O/foFuNtkHQCm7DzOOGmCf6G4AjaPcvu6M5Eiq6XgWzit8uP/4oV8r8bPB6rT1i2ejOOgw +yg+VP1dpFEvikHC7mvJfZ9SzI3M+IWqGzAvNfx/roVnk2VeHtlFvfGEDAa6fl7vNvdnAniW rx7XwlRG8yq0Gmnyidid+tiOVaJtPlHLUFpahSGNeVCVVlZFxF18DnLsfb1jp6jz0vPKsgIZ t55M7emRWjJzxtx5jbJ8rEmfIGaJcn3JlA4zYZJxCMiYMn9BhU0RJl7emRisn7aH9ctue09q mkP0k0ZrApLhIT6Wlb487R/J+vKkbNWUE2FJDQXkCCSi1MLQTRtNaEcrxpxCHt3ZhCUM4rfy 5/6wfjrLns/8b5uX38/2aGP4L5BXYNrVeU/Al0JxuTU18MrJlQDL0H+77erhfvvEfUjCpTvX Mv8LeMb1/n4F1H273UW3XCXHUAXuv6//tTnsX7k6KLC0Z/szWXIfOTABDJ/Fhow3h7WEjl43 P9AArptcoqrTP9Kuw9xPrjBxReZ6w92+rn7AvLITT8J1svGbys2+t9z82Dy/cXVS0M6N/iRq k++ByVmwfVptnh3qMyAO8WlQk/bozyhwv+L0NzbInGr6GxKsgHpd6jpKVKZodSa1P43kv5pW QGaVFhl9RRzUJgNJL7HM/Uj8HARU4MnQReY4LjoclcBKHcXsMoQcrxPuhmjuHk1qwITTcT87 A7JiuEQRjjjuEzi/RUDB/mpgJJq0onJBAiukfww/B14wEAocCgsLFowQAjBW0kLgYEq8HmFQ 7AMs4Slg8q9SHVDcnt3D/iQDtHrp5+vrZZNF9A3ofKvNNJDEzA5E0N2r6EDV6hLi0Mp8g7CB hCgIHogALBGqqM0ANoxT5eUHy6JOnknTO+Cw/tmLA6xn1Npgig2A7QgC8STBYnr2p3cgnaXS thk9mky7865FZeWPvgHdcfXSmksY22LkJ80M8zqh65fbrjptjtdpdjJfes3lTZoIXzB2KB0W Ns5itQ+dMC2h4+ek9a+f5W7T4cnjCxbNVuV4OZNNHvO1R+nfnBInMd115YSvdzgFq2eQGZ62 z5vDdkftANi1uPdCOIlqehAD9XT07pm2LF7JJidAhtdjdKfonOeMw3t+2G03D8aLcSvqjyLU AbritbpI2y+17R6N0nkQJfQhEniUhKQsdvWfrm24LI69u6xmdA8So4D/OUOcLs4Ou9U9OkcT K1RWnBpFaO6m5NiJKvsvxzkTgL8KqRDVcEdluUGuZcQEwy/jKOFeG4UCeUgV6WNcNcZlJckY NWceMhfH1FZPqbdxGefBYNHGG+BV5TbVDWN8z5+GzSIrgtYtwXj19eIoENobuJu8wnIdUjNd orAm9npfUlaeLvW3gX2noafFlml9EIKoELp3I1UGsAOXDSMCA+yDBeshV41uTS4KgLnBeOui TquNKzGyrIyWMHp6wyqsMvTrgvPXEEicTfzfo8BoF3+zyNBSMhKLYl6oEUw+wJgp+dsBKYWP APQTgr9bFUczv6LLvdKPosY3TJ8QfltnFaObPDqLiMEozRGUpSBKh9KbhUVaeIzzDgJ5nm4y LllSynwXqEi2kvPdvwKqkn6oRgh7BS3qtCm9FEil4a1gJDbfaQkHXjtkZq1vLhw3wIxwRjtp FA+Mf3zJ05SkQo6wrGno9gFSkLkDZUkzQj1gYyYziDDkOBTLtAR9zWHqF3d5GyKcKm68eFIa MJyC6o4ogrMniqsoxbiKqYeO/saHdnqIwC6IZIEQkbQPPRtP7A7rZ5dIsXtY1ClGovA0cDtO YJPSCmYJo3JgiFr9SlsUDDxlkfJYnInGk77PRYZo7YhoKsB6THVhv7dg/oFZsD6Ut/7q/tva kLjbEgkN/iiy5K9gHohLq7+z+mu2zECkOecotw7GDki1Q9ctRdis/GvsVX+FS/w/yKlm693K V9bMJSV8Sc/PvMPWvlZqVvSiyzEE0dWHTxQ8yjDCBkg5X96t9vebzTsKqa7GN+alJptkJORx aV+dBpCbtsGpkaz4fv36sD37l5oyVL4at5AomJmpWkTZPGkLe96nL27tmjDpAWXqIjBRYNRp XxTiJGPUtEgmaNVB/jSKgyJM7S8wrCHG0EP7w9ruuZ/XKH76VaG1NAuLVB+j5ddWJbnzkzpB JWDpVVVhF8JJFITXV/rsSIBzMSv2sJ7A+TMyufi2UE5KBqdpEn0NG2TcgYdjvISJT7W3uqEK CTQ0EUZU8UzSlEDixvHfhS5Em7IUnxbN5uQf6zwLx9HcK9S+VFKdS5KdUikqpfksujqGiTFB WYFhL/h70QsGYGMeForLi4NO+Q8BhLFY2Xt6oK+jge7wIL/wEgZU3tZeOWWA8yVfZxKlQOoc G5YMjD7nYbfp8moQes1DC6JRtckx/Jd+NInf3d6Y4bsOWjuWXy7OL6/OLTQ03C8sQaoDicQm tJAnUfDRaAg+rgpOTdtiFExs5xY8YtSbsBPm7IU6QEZFxk0jMD8gV864fZbylQKI1oT7YT5l qTbiaDYRkcOc/DHdgRJ4/H7mxqb7isAPRRxf3r0e/r15p0PUNd/ANa+zDQbs0wfaWctE+kRb LhhIN0yeXQuJVvpZSCc1d0LHuWRWFhLN6lpIp3Sccca1kGirDAvplClgcoxZSLSzloH0+cMJ NX0+ZYE/M7YwJhKT6drsOONmjkjAh2OK6IY2dDOqubg8pduAdUHvNqmVsPeP6gBPOQqDnw6F wdOMwjg+ETy1KAx+gRUGv58UBr9q3XwcH8zF8dFc8MOZZdFNQ5+nHZg27EAwemnB/cuYMisM P8R4ZUdQQLCumSD6HVKReVV0rLG7IorjI81NvPAoShEyATwVBogwMffS2+GkdcT4EunTd2xQ VV3MOCcWxEHhkQQGMZVPuE4j3KnGs5ksalJ8k45V1GrlAUbUEWXN4lY3jjL00tLKZX3/utsc frpeb2g/qLeOv0ESu0XPq0aoqyhuTsYcB0pBfBQ2jDoqTOYQBpxtYqtzahHMF0MRVUmBMcQv 8T181QRTzPkrUwsZVSidchMkYSmeNB1bLl3uxMcVL154MOhxVviunCzzhRboKzTAJirMNJPI NNM0pO5WQI5l94ogTGFOcIowNSqte8wKoVgrs5rtRCVsS7EajGktU5uSmBEawmGvQuFYj3nO 23UdZWTgL8XM90ugx0iKy+TLO7RIfNj+5/n9z9XT6v2P7erhZfP8fr/6dw31bB7eo8X/IxLq +9XLy2r3tN29369/bJ5f397vn1b3398ftk/bn9t3kqpn693z+sfZt9XuYf2Mb1Y9dUvPuDVU gG4Em8Nm9WPzPyuEahaWvhCKUZfXzIXbRFSpiFaacExhYTIPtAgPT8DT9Z5QJJ5xgFBSg9Y0 kIfOPgNxtSxUO+GJjiW0unHmazoIp1HAwRDZw2qKdnBi2JhND+kHk/6Y+54Ak6ovel3km2a/ lv+efZfr+7A6rM72h93r/eF1Z0aAxswD3d6gxfV6gkPEowQjPRd17mYjU4+fJ7TdP12nAZws tV/1S9lWw1NlZwVmn8bdkxFsMqHU1/Qw4jDMlBGUv/v5ctieCV+S7e7s2/rHy3qnz4hEBwEx p47eFurFE8NO1yi+dMvxjfGJKHRRy2hClRGIMz/Kp7r+3wK4nwAFTslCF7VI3W5AGYnYyZnO sNmeeFznZ3nuYs/y3K0BVRouquMubZa7H7RPKPbyt/hd4g3+1cz6IFzCLeeim8hpHccOPWDh pfH6Ictz8XeobfGHUU60s1VX05Dxwm9R3LDL6nmC3DFSwf76z4/N/R/f1z/P7gXWI2at/and EC2RlJ4z8cGUmHbgSoqx/+nzxWdgWrN6aAuGvu/UGfpkrVBc0o/EHUJxBAMu5Hl4+fHjxWdy jriJkAakwo3gfvPyzfRPUMdASXQZShsm257CKJhsZS0cjsEF7y3ejspDb+/henyvrBjnlB6B 8RJpF5WJL6BO2qP0DVs052w0FUpypazoBol8kblzogx5jWWSYWDXz4+Hb3+8wMW13v03XkUt WIRFwswGe+LqwFSnaVXTGk81aVOQDLxLKuyiwhi59O1XBXFA+ENHTeiPCPKaQk2MY1J75IZ3 i8JjfHokSlzQ0ee7Y2s0uBRLJobGKXMuDdTg/jz7bfV6+LZ+PmzuV4f1A9Qhth/wBGf/2Ry+ na32++39RoCQEfld24XujptEGAPqlFXLs/iOjVWmcH1KXG2BEz8hFrIMb5mo9N1iTj3gOYdx 0BaanNn/14S1zOX+23r//uxh87jeH+AfuCQg1Lun2ij2ZuHliKJWK1SONTGCR7Gvxmni+dQl HVzxNSXBR+qTCKYwjPHvIPGesMBFElxcD2zgcupduMwZkM/Ha6r44wXB4029D8QgyuTDKYcd ZngPRxn9dNPizLnARS18kX9kcnerbWxtcwu6bNdTkxE4EpJ7svD3Z7/d/7yH6/Rst354fX5Y obP3/bf1/ff97w6dAf6HS4o2BGDgdC386uI8iMYOrQHk+grTrc4w4a7e9WN9kwPYPuHRtTcF ZXURjmOvCp1ljr9mxAhumDBp3UeMB2cHng6u7NfSZhnVMLURSLczWKLt09nz69M/693ZIzoO KkWAc4imZdT4eZFSZoRqForRRMXyISDMXpcwLqOEjgRX23DjTrt/R6gsCNFrIL8bhrauH0rI vL46HTn6Gn75cDmIn5XFlwtb+AnGN+fnF+c34vbXxGR2WcS61HB77l8w9EMXBMKhR6EtpORY BVASoz3PHVzJmkOL0iEXTFwjG0/cU6cghqmQzbIRPmAzZsfUPBASMEY373QE3v39+gfOJtyC fs/Ow673fjxud3BPPknHB4xH+NvbzfXvxFboJQZ0kx/k5ENMciDtyk/h6IXbPfNSaDH2v4IK 3YBeePPl/+mjy5O+AlHi5BZAqjgRFwSMD00YhCegtqJEU5bhKT1W6Kf1Q8M+qXKQWX5l0g38 UxpopZ1fxmw+LJhkWxb6af1GSfWXBmp+cMpIxReTsfwAOJZTCKzl5U+pvRUN2j4h7Qyhp1PF Pv4KKo50ePcjR10eO0ywvjlGD42TOoZj5RQu9xTaA2YWRlOG9COuwd2ehIeLdBwPGN3TSEbI Dd2g3bOU4holFiWiIBgE2NiK28+wkC2mzir+H24Q+1JaUExQiM6ugR0Mg0LzKjihUUl2GiKu 3PkV9Vioofq+q4dty5vAVXCL/Kh5+xXVNH4nfw63C5Xk5VAlQ8EpNFQR83LZ+Gn68SOTiUnD vkWL5unN549vxycRcf0Py9Mq9a+ZRCMW3tWJ9V1dcpnMmNHM6eiC1HhORIURHccsvXG49Id5 HEGRSZxNIr+ZLKnd55V3SYIpuX3xjo2Z8jRD3R6Y16O4xSnrkYm2/Hj+ufFDfOuNfPQlk45k xtv1zC9vMLnwHOFYC+tshqifgNcvSzQXoqv6JNM6WpHtWgT0AgmDJg+l94nwnMF+ReZrIz5J 9R4jpEGD5EPXuwOGQ4DTRx4y+83j8wqf36Sounl+7EWBJAtqNHmOhFnAl3f38PH+L/wC0Jrv 659/vqyf3tHYYvJN5b60qdQNGExLahdefnmn5XFp4fIVRVshatZC+EfggXzltqZbBdBIatJH nTMO1YTsDVy9mDyrrNjx9BjiHsJ/UcMqwnkm17VhU747NeLbDRmcT8nrJyy36u4oSnEuRM7s sRJ34s0/u9Xu59lu+3rYPBsJcbwouG7y2/5oVyXNKEx9ENULzaES3eW8ohGm6qalsSfcqYgJ HsGJHGJYSG1zKmf4sipSH4TicZEllqeTjhKHKQNNQ3RFiWLzfSUrAkZtBrOShE1aJyPoENFZ aSzjxW5Llq+pcBdALyQ/yZf+dCL8yYpwbGGgQQDmrJXx3fI40gfR1QEnWuOlaVZ1pjr6O/YP du2UHigadZPgQryQLffHIxI0GQMnLNkdF6iY1HZiiCsbsSTrPai9Qizyyc3F67jYQqhYLi7I 2k7R6PZ9o1X8Ljap420BUs9rP6M6C9Z/7AMvE1XGM7p/YeiK/cZVWjraSg07quqGMjQSDK65 OMjxDpjItQhwo4ajuxviUwnheHSB4hULLnahxBhFTNPXV9bI2HY+ERXAenRq4h7zpp/EVktt RFJIgywZnpKvuM5Raql0Ramj6I2/ZroPhlaKievc8iuyHFW2bUQ9t1DiPhnFVCXLr1hs/0YR S5+AtlTEzGCiKLYoHhMapgdXUzhSj+Aw0l2LUAJTNdiJIip9+lWsRRBp7OOvZKaFFmXk/03M ALP4/cw2k6+RdvZrgBEALkkIdoQELL8y+BlTfkWW4+K7t5SwZPMMf0PhA4zqAnwq0mjCKwrv Tt5LOnNdZn4E19A8bASC5kjniYALesAOWWQmfezLGtMPD8qNKH4YFjADbldaV+puLSIyskSA PTZhQMAUTKqpBRM5PrxcWHDqMgPetCK1ShAUTdVcX8E5pHF4iyirYuMRvS1qgrvUsx4Stf7L /tylxi0o2smj4YQVopcdg0XxpZNYrqZ2oqH/pzGpwa3OqcSZMQT8PXS4pbHp7enHX9E5UqOc 4hbvVK2JJI+MnJBBlBi/MXJMgZq0qtAop/bLSxEuUueqRahVRbbzoMxcYp6EFSbazcaBTof6 NyIRb5OWDBRdwcdxtkDb4yr0tRUXYKhfXgJ9+ThDxbGdyBRLSwvp5u3GKbkwzldReP3GpJMS 0E9vjDuEgObAasfYEI/iAa+bDqOgB2Rz9UZrFFUfaR8ZAb04f7sYqL6sUxz4IMLF5dsl9VAr 4HA6XVy/mbxK260bcl8ATWaxtbfxdMmFnbr+1AUFSI36Vdph42aSQWiitIs3M/RBLePUwJFU l1MVKcWpVTwJ+hZEGCIvPD3SsCgKwjyrqDIRLnxceEmovz+WcGglZnCreHHLW/U5Ql8371GR iLwLKmSsaSmu1Aei9GW3eT58F0/4D0/r/aPrHSEkzZnYioZEKIvR1Jl5PBTjFQ4DQj4PmoiK u+pL51UQsCYxyJFxZ4r6icW4raOw+nLVk4FU2zg1dBhorK86HISxfty0F4A8zZnixgwpAOLc KEPFVFgUgKXn/hLY8N8c4+uXhkk0O9Hmx+jvH8Z2lehY3omN26eXzY/1H4fNU6sekHZV97J8 566grKN9Hu04AUHQKUZ2hvkFMTsORyAWGjdd950w8CZ5qA4jAIobNxXsXWHhpFkUU/UJbPps tLFoeU/DKsKg9kOKtjQkxVjBhW77HdBYKAUca1lHd2wxXPQyjxn3Kw1pVI2JkeTeFLcALpmo BdH6xdSgsZditA4/rk2PqkkwamQGEjLgCp5FIhLSl8vzq5v+xIIPgFQwapvpZV2EXiBe7gFI jghjcmGuEBHyngnhL0ddws2N6jSg8cSrfCpnn40ieorRne7cdZSOSuM69duIPtEkRYaQqDYb /V3Ju6arYw4MT1ovkX0b6LJsYxF6M3QDw7uGNcM5aacaMcHbczpY//P6+IjGk9EzOl88tcnf 1KHnoX69vCuLW+1C7As7XxZpYfHl/O384p9rClFmKKArabMXlOgLl2LO7nfm1tJjj6gSwdYu 8P/E4pTCHF8gJBizbmiSVU3M2SM4THH/zoC49bbwN/Xs0F31o9Iz1PKiYLgJX36iA0SZOAMi K1CpgJAkcdIiy6jX68N/tju8qnss3UYFVaP41FKEYx/ZLLhnZ8xFjKhpeQqmnHknH5uKrk11 Sfcy0zvaHU1wM4fLKkxL6y1EtoVwIQdR2z6uR93F3LMVXWnDxHCVIWMWKTNILUwMcHnMO6xA yrMIc4AwRk/9AHBqB1CKTLheMXJaR5YSebG0t5Re0oWZrTBckXYDiN+NE+ZIFhOPqzoht5wH cMcxHGnuGikIPVFwAM5RXsc4bEReRaMmOHFDn8Eop8CgzYTzKytYywtD+P3VyPNRRANrGrQ4 YRrIJSZYeVnXPDEyKxjtzJlYp9aHx5e0TQdLtCABLOfSGh+ijyKxc+TNg1cVtbJSMpGibglL 6OW4RHCYy8vLEjTUQrtY5BxIl2H0qpQZaOinIe349Nzjswcg/ViqEOlrKaH9SwQFLRewl3Ul UgvFGDH4SJhmImoiBo9C7ZAVQUfUMdz1sbj59G9EyfBHibphTHdP/di0iHqKAbPtd2CBf5Zt X/bvz+Lt/ffXF8lBTFfPj2YwdA9TFQG/k2UkNRhwDMBaA0tgAoUupq76YtzRNR4eqFvRVY74 TuECu76gtJV7wFHqiKINbs7Qe9WqEKSoIDDUkw6K3iZVA7DmGB1WVES2THwSFuNj1Tr1DWIj OZzYuAjiC2JZgStRkEMXh5lYKTjgkpyedQ2fm3XZZjPFNFyVV870K0eyjR2oo4uLy3OytQ7R aazDXtwCxw58e8B4MgAcTzJUZaeYBgDuUzy2SFxhhCGHRzIpw1tGRoIAXvzhFRlwkrOSNwgX SVdCTWFalIm7T9/zVDP2tsfJnYVhbh2g8lEfndl6DvG3/cvmGR3cYGBPr4f1G/pgrA/3f/75 p+ZUIa5hUfdEmEh0uk5NcYMJmdv4qOQUd1f5EE+Db95VuGQcA9tDjUj7ZKEcr2SxkEjA+GWL 3LOjdpu9WpQhkxRXIoihOfymheRVGep+yhgW5khdOMfCin4wObVoFba4MPpx9XlqF3QDJZT6 GnWOj1fll4FsdOFFFcVQKRXiL5CYJk9gSjlxEjmSr6nPKG7FAw+1izrdoE6aQqwXsRPSMgwD jJ8gFPgDbcwkS8ncnMejJ7RLyZnytKzWETgTW6+VpjCib2TZo9i7wMNsLfiCN3CmceEYhIOP X9OHGQCAZLx4gFgQ5ShFIRLGhKbr0pDwIBcqn+7iuLzQ4eEyp3DOzaZ6DPgXIvE9ZyPSiNZu yXDYyv/GmDXn4LltueCCUPGojQb9nMJVGEu5pArpNKjqHACE1L/jckW2ymbhNm+LlEpTgY4z mmLdectKs1xOSWGx20VYTbNMu+mdAoHWKc7ISjropPDy6Uk40MxcVy9JibNVr4/VEcADm0VU TVWYlWNobdB/fJQ4Bd0rjtWaZhiHxp+2EqIxTomRCLYNOohmaRYKhg0WVI6YeRYZz4yyEvQb u7MKW71kWzUDxIUmEfy2LyRQPMSIV9W236VBPUfAcr3F65W1cHIufDMpozDSlDka+kKRq0ng G+/FuG3CZYUP86jgtSnLwVeKEAaReOR1bhvkYcVY228ovTi3G7iN0D9xUruA4sSZnXB8E5xO /wOk3/cX2MIRfY52Q2mzzVIG1FLf4k4DsAAgBI5bCMPQIEM9gDBdwLk5hJCVaRaV4RCKEKno apRKI4kyaw3a+Wp3censgzL18nKaGdy1Beq0NOXCo6KLj4DBAXJvZ9Z5mlLlrfUoGjuLDxiG uUOHM4dCVI3GM6E6jjJ7G88EFcg9aupJdADqEdLMuXjVFWXVoRrNx06ZIky7nOsF1tH2BG0/ iiigOjB8MJtQYeJrmPeUdylsD9k2OcniCh6AT9HiuyqiyYTj+WQP5EE4kJqqvzVoS6Ke0enP 2SOYqmXMSO3lDZs7up0kOXf4py5KJ2SYidsZWSDbFZVS4OckTLWzMOU58Dos16nw0NzsKLI+ Db+E3HVd3AZBGFceE21cnRF8vTnw8EleReIFDvNUsJj6lsLrbKCvtF0kCvKwA5ps6kcXHz5f Cbsz1BXTx6yHefHYNwAJVhMu7xGbmyFQHAPDXvMtknZF7SNeqO1AGY2yxeiLo8yBCEHm7eaa Fm3QpbA1tBB3eU0dsGhj1XpLGC8benkTjCY0R25gYS6/ZcCExAnHET4IOFkkbH1PPBIGRtwy 9BRGaG5wwGgiipnbhmOhStI7X96cG5dxD2AiBXYYtfgzjGO/y1pDlUY3qCNkvPryoSw1sg7B HQ/J1kk0NBNywsRjcm6kic5rDPuIeh5Wz1enC5kjD0RA461YlUubCXE+20xHK16alKsbYVXr /QEVLqiY9DGX6+pxrZP2rOa2sdImoPFRVrTXR0QGrOz4NgvVYPtkSpiBWrodPfOzufPKUgKT kc3beyU3JgrxKR0BXLuC6YYlwzO4DSNi6neDKbPs8SxgcvqJ75IoRcsTegfKmqM5Y6guK6hj HmPUi91Ac/x5LWpCZcnQU3sxQnXPwKEvbI+zOEuygavBsP4euJXCAplQFi41ntdXw6pHMa5p uGTPOOkgCad4xSQ5FAjSdY2HA7edDoCllSQPr+uIPtwEVNrFDxAAo4kzlhZ9TZy3XxMHGIqB 54vZAA3D+Kw3PBPePpYOVJAPzR46JQprMbhlaZ4LjjfsxDFWEmtTlqYDiykyJw2sFn/RyO9l rGY7jLa1qXVrzQHKTLIBygCWwwcBcYCyAINlr+R04CZEg5CBvo4ZTaIACgWKjFw9/GImsLPR 32grzR3aKNtAlxHVsJluC+xgveSdJJXLr/uDZjfcq0+Ncif2ryz/XwRHm7JULAIA --------------e38E0GuzV10OrytsHK9nKQjU--