快速DIC形变测试技术与工程应用
1李得睿 2陈卫红 2彭波 3晏班夫
(1上海交通大学船舶海洋与建筑工程学院,上海,200240;2北京智博联科技股份有限公司,北京 100088;3湖南大学土木工程学院,长沙,410082)
[摘 要] 数字图像相关(Digital image correlation, DIC)技术以其亚像素级别测试精度、可远距多点非接触测试、设备简单、操作简便等特点,在结构形变测试中受到较多关注。本研究采用基于傅里叶变换的互相关(Fourier transform-based cross correlation, FTCC)算法与反向组合高斯牛顿 (Inverse Compositional Gauss–Newton, IC-GN)算法的DIC运算框架,对DIC在工程应用中的可行性进行分析。通过精度分析以及实际工程应用案例,对基于FTCC和IC-GN算法的DIC计算架构进行测试,结果表明DIC技术在工程应用中的测试精度有理论保证,且得到了较好的实测结果。
[关键词] 数字图像相关;形变测试;亚像素匹配
Rapid DIC Deformation Measurement Technology and Engineering Application
1Li Derui 2Chen Weihong 2Peng Bo 3Yan Banfu
(1 School of Naval and Architectural , Ocean & Civil Engineering, Shanghai Jiaotong University ,Shanghai,200240; 2 Beijing ZBL Science & Technology Co. Ltd.,Beijing 100088; 3 College of Civil Engineering, Hunan University, Changsha,410082)
Abstract: Digital image correlation technology has attracted more attention in structural deformation test because of its sub-pixel level test accuracy, remote multi-point non-contact test, simple equipment and easy operation. In this study, DIC operation framework based on cross-correlation algorithm of Fourier transform and inverse Compositional Gauss-Newton algorithm is used to analyze the feasibility of DIC in engineering application. Through the accuracy analysis and practical engineering application cases, the DIC computing architecture based on FTCC and IC-GN algorithm is tested. The results show that DIC technology has theoretical guarantee for the test accuracy in engineering application, and good measurement results are obtained.
Keywords: digital image correlation; deformation measurement; subpixel matching
前 言
形变测试是研究各类土木工程材料与结构特性的重要手段。传统形变测试方法普遍存在现场操作困难、多点测试不便、测试成本高、需人造靶标、测试效率低下等问题。在结构测试领域,近年来数字图像相关(Digital image correlation, DIC)方法以其亚像素级别测试精度、可远距多点非接触测试、设备简单、操作简便等特点,在结构形变测试中受到较多关注
[1-3]。
依据算法原理,可将DIC技术分为局部DIC技术
[4]与全局DIC技术
[5], [6];依据拍摄原理,又可将局部DIC技术分为二维局部DIC技术
[7]、立体局部DIC技术
[8], [9]与数字体积相关(Digital Volume Correlation, DVC)技术
[10]。其中,全局DIC技术并非主流DIC技术,目前大部分学术论文内容以及几乎所有商业DIC软件均基于局部DIC技术实现;而立体局部DIC技术与二维局部DIC技术并无本质区别,立体局部DIC技术需要进行多相机组的外参数标定,来实现三维位移的测量,其本身仍运行二维局部DIC的算法;DVC技术实质上是DIC技术的三维拓展,其基于类似X射线对物体进行三维扫描,得到物体的三维实验数据,运行二维DIC算法的三维拓展版本,实现对物体内部的三维运动测试,DVC难以在土木工程测试领域推广,其所需设备非常规设备,并且大部分土木工程测试情景不需要运用DVC进行三维体积位移追踪。基于此,本文主要基于二维局部DIC技术,进行土木工程结构位移测试的研究与可行性分析。为了方便表述,本文一律将二维局部DIC技术称之为DIC技术。
晏班夫等
[3]为减少基于快速归一化互相关(Fast normalized cross correlation, FNCC)
[11]的整像素并行搜索算法的运算量,基于CUDA 并行计算平台,使用消费级NVIDIA GPU 显卡,将图像配准领域广泛应用的基于快速傅里叶变换的互相关(Fourier transform-based cross correlation,FTCC)
[12]整像素初值搜索算法引入GPU-DIC并行运算框架中,大大提升了初值搜索速度,结合反向组合高斯-牛顿(Inverse compositional Gauss–Newton,IC-GN)
[13]亚像素算法,位移测试达到了与传统FNCC并行算法相当的精度与稳定性主要,通过实验室实验证明了DIC在土木工程形变测试领域的实用性。
本文主要采用理论精度分析与现场实验对集成FTCC和IC-GN算法的DIC计算架构进行测试,以验证该测试体系以及测试系统在工程应用场景下,尤其是土木工程室外场景下结构位移测试的可行性。实验结果表明,该DIC计算架构具备在土木工程室外场景下的测试可行性。
1 原理简介
1.1 硬件系统
图 1为典型的数字图像检测系统,主要由笔记本电脑(计算设备)、数字图像采集仪、被测物以及照明设备(光源)等硬件设备及数字图像测量软件组成,其中数字图像测量软件是核心。图2为基于GPU并行运算的快速DIC形变测试研究框架及流程,其中DIC技术的核心算法包括整像素初值搜索算法(FNCC及FTCC)与亚像素匹配算法(IC-GN与FA-NR)。亚像素算法中应用最广泛的是基于形函数的迭代型算法,例如IC-GN、FA-NR等。得到的位移场经过差分及平滑可以得到应变场,这部分内容在本文并未涉及。
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)
图 1 数字图像检测系统基本构成
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATMAAADGCAYAAAC+cGdAAAAgAElEQVR4AezdB9jWZdk/cFQcDTUFCwkRRBRkiQxB5WHIRpYIgrhw5cKRigsHmqNyVrjS3FsbiitnQ638p+2yUrPetLfecgEqJuf/+Fy35+2Nor0Z8j4P3M9x/I77vn+/6zr393ud1+8eT7Oo/9UjUI9APQIrQASarQA+1F2oR6AegXoEok5m9SKoR6AegRUiAnUyWyHSWHdieUbghRdeiOOPPz4++clPxnPPPfcu1XfddVdsuummcemll8arr776ruv1Ex9OBOpk9uHEtS51BY/Agw8+GGuuuWY8/PDDS3j6l7/8JTbffPM48MADY/HixUtcq7/4cCNQJ7MPN7516StoBL7yla/EdtttFzfddFPVwzfeeCPOOeecaN++fdxxxx3V8/UnyycCdTJbPnGua1mBIrBo0aI4++yzY++9944vfOELVc+uv/76mDdvXrRq1Sr+9re/Vc/XnyyfCNTJbPnEua5lBYrAn/70p7jmmmvitNNOi/3337949qtf/SquvfbauPzyy2PEiBHxz3/+cwXyuGm4UiezppGnupWNKAK2kL/85S/jxhtvjNGjR8fChQsLsdlmTps2LU4//fRGZO3KY0qdzFaeXNc9XQYRcFPffbHXX389Hn300dhss83Ka+9qvvbaa7HxxhvHY489tgw01UX8uxGok9m/G7H6+JU6Aq+88kqcddZZJQa2m+uss065T+aEdziR2fz581fqGC0L5y0WTz/9dNxyyy0h5v7efPPNuOeee+Kqq65a6ja+TmbLIvJ1GStFBH7zm9/ECSecEDvttFP84he/KKR18sknl49g3HvvvTF+/Pjo0aNHfOMb31gq2FaKIC0jJ8Vzjz32iDXWWKPch0Rk559/fnz605+OddddN/785z+/S1OdzN4VkvqJegTqEfjQIvDf/x3xpz9F/C8+g4fAdttttxg4cGA88MADceWVV8aLL74YP/3pT5f6Gb46mX1oWasLrkegHoF3ReChhyLWWy/iqKMi/uu//iWpedd47bXXLh3xv3qHuE5m74r2SnZi4cKIiy+uH/UYLJ8aOPLIiGbNKscnPhExa1aELeN7dGq29h/72Meq9yXfD511Mnu/6Kzo19yoPv/8t4sri6z+WI/J8qwBndpVVy2V0Nyb/PjHP16+C/uv4Fgns38VoRX5ujZ/3WYRt9WPZRGDRzt2iMc23zx+uNlm8UDr1vFQmzbx/Xbt4t5PfSruWH/9uG3ddePbn/xk3LfhhnHHeuvFvE98Iu5r1SruatEi7lx//fL6/g03jPtbty5HjnHttnXWqcxt1apcu7tlyyLjzhYtivx7W7UKB5m3r7tudTwbftOnT7Hpu23bxvfatYsfd+5c7PTaYR55ZKUdd7VsWcYZf88GGxT7y7X11iv2spmdD7ZpEw9vskk83L598YvffHx53LiI6dPffQwbtuRC0aNHhK+EvfHGu5Dmc3u+aTFhwoTYdttt/+WbKnUye1cIV6ITyGwDJVA/lkUM9t9/39h5551j7NixMWrUqDj44IPjkEMOia233rqA0Xc5PZ86dWpss8020atXr/Kh24aGhvJOKMAOHTo0vB4wYEB07949unbtWh59eX3w4MExcuTIcm3LLbeMTp06Re/evaNv377lGDJkSGy11Vbhms+/0bX99tvHZz/72fLO4MSJE8s7sb6G5R3ZGTNmlK9k7brrruVbC2Q5vCNL/z777FPsIp/cPPr161e+l0r+DjvsEMOGDasSzvDhw8vcJ598culAcs9M19etW8TNN0e8zzclvCv8yCOPxAUXXBAtW7aM559/Pv7+97/Hs88+u1TZdTJbalhWkpM1ZPbqq6vE8cdvGrNnd4y5cxviK18ZEMce2yG++MXecckl25fzZ5zRMy67bHhcccWocv3mm3eK733v4PjGN6bGDTdMLNe+/OXt4tZbp8RZZ/WNiy4aEt/85rT41remx003TSrjbrttepx5Zs8455yt46yz+sSxx24SRxyxUZx3Xv+4++4Zceede8S1144v1845p19cdNHguP323eKuu2bEddeNj6uuGlOOs8/uG6ed1j1OPHHzMvf003sU+487rkOcfvqWxe5zz+1X5FxwwcCYPXuzMvbaa8fFFVeMjjlztog5c7rEF77QO44/vmN8/vO94sILB8fnPtc9Lr54+6Ljxht3LDpcP/nkLUpczj576xIXcTrhhM3j5JM7VheDU089uXy9adKkSbHLLruU5zvuuGMA+KBBgwqBIbTDDjuskBhy8nEORxIgcvDuHaJAZggOSSGU/v37FzmdO3cuv8zRrVu3QCxJckgI+RlrjGue9+nTpxAooiQbibER0U6ePLk832+//YpstrIHoe61116FlNlOBvLs0KFD0IskkTHb6EWC7POa3vcks1//utKJvfnmUkHmncrWrVvHKaecEhdeeGF51/JnP/tZ+YWS4447rnzGz4eTl/ZXJ7OlRWVlOVdDZq+8skr5tQeg8pUcncMWW2xRQDVu3LhSoDoKqzUQ6Dp23333AowxY8aU84rfZ4NmzpxZOgxA0RUcfvjhccYZZ8SZZ54ZF110URx66KFxwAEHFCDpInr27FmeW4HNpw8JeNRBHH300XHuuecWvQDJRoDTKQCZLgigAReoXD/ooIOKjs985jPhADTfmfRdSrYjDX7OmTMndCZ+sgfA+X3UUUfF1VdfHXPnzi02s9U8JADkxtCFcPr371Uls6OO+myZKw5kmcNOcaBfZ8SuU089tcSOL8AvfkjGo69HIQk6unTpUh6dmzJlShkjJwjFwRakYqw4ISLP+SY22UEhRLnS1SFT8WE/fa4hK3N0Y3LMbmPEJbtEMaa7Y8eOhSgRmHjSTxc57JYP13xX9YP8/fWvfy01gMhsM/0hLzUgbr469l5/dTJ7r8isDOffQWY6AUWPrPbdd99CSFZ6ZKPYfeYHaIBEEQNEFntuSYASMSAioFCAyGHWrFlh9bfifv7zn4/Pfe5zRReA0AvUrgNNbl+AH6iADlk5dAUAST7wIEPn2JJbL/ZaxXVA5uuSAJkP7HQPxtYIcNnmOsK1/aJ7+vTpZX7azR+EaAtJNj3srXQ6/atkNnbs6ALEI488stgoXuJJvjh57kO2SYzsQAgO/vDPc/JzS8dGh1iIjVilDcYgL7bIh3F8zE5JniwKfDefbP4hR3PoQz6IiE6y2cxXxJj6bFltc11P0hJ78ujynH/sSZL/oGT2n8CuTmb/SfSa+twaMps/f9WyQlsBAd4BKIgEUHQlwKfzUbSK2HUgTKDmlgqR7LnnngUUuhKdmlUeiHQtAOM6YACTjoBsZAboxvuy9oknnli6GvoAhvzsNhCELg5IbakAPMnNc/LJIts4spxDtmynW8eVOtiE4HRDgOwgz2s6zQN4xGk+guDPiBGDq2TWpUunEg9+IFELApK0ALCDTJ0gstChiZ1zOiP2ZGwRPALhFz06SOMQBd3ZxbFLxybG8sUHcSaH7fJmLhLmm7lkm4/IPBrruS1kEp04J8lZOOTZazLF1hxExm7xMI8tDr6Ky+9+97vljo46mS33kDcihTVktmDBagUweT9HgQKPYlawCh8QPLeFAhodiC5OEVvpgcC2CniQn04BiMkBLOSiQzMPkRiLaMjwVZUrrriikNgRRxxRujddDDACDR1JiggWcI855pgyN0GGeNidpKNzQrTs4tdJJ51UQI9onEcEuiW+OIcwgBYY+cBnBJDkTY9uxXmHDm7PPXepktnIkcOKTzo8ZOWRXo/8teVmgxh4jRAcfEHK/OQb4kEYCAaRiBtdbOWL6+x3IER+IurszCwM4s0vB19sc/2UN3nscI6/4spf+ZNrNnjNb7L5QTf76JNLNUCH+eYgYnmmky3m//73v1/uhV4ns+Ue8kaksIbMXnttjbK1QkJA5N6IrYXCtdXUKSAzxQqItotJEJ7rOJy3yiMpBU4OAgAQJICkzHEgEoBw/8qW09bzS1/6UulakCUCAETXkxCQIDJAfsBHB0ABnYMOgHYOASFCc83TDele6CLDa10E8kMQuknnyERsQKyzAlLkCLTAag49xiGi8eNHVcnsxBOPL+TMBmRhy8cP994QMRLzJXX/P4BNtrHihoiSWOgQF6TqcI1tfNaNOicnDs8RDFv44UBWZJHDH77wQV50VUhYTMQLQfEL0ZFhjtjTTw5Solc+vUZ8DrElk371QIbzzpEl33Uya0Q4XylMqSGzhQubl5Xfqu9nn9u1a1fISGEqVAXtGrIDRvfCrPBu7Ouq/FBhvimA1IAe4BQ3UCAWwERQtna2YkCg67j44ovLGwN+itp18+ily1hbTuQAgMiBfkSDIAD22GOPLdeRjHNk0k/H7Nmzq2Sos2GvNyDItj3TAQEhOcgCOL1mM30ArhsBduNriQoh15LZ6adXbuwbY6wui910io24iIFruUWmUxx0lciBLqRkEUAa5iAUsUY+rokpG80TL37xlyxkxO70Q84QPz/MQbDpD3nGOUcmwkPsSJqNzrPbObro4Q+/LHDmIEtxR3bku6+mq/PJ/eX9V+/MlnfEG5O+GjKzzXR/RrECTNu2bcu2RLEDR5IHECIDH2bUTeks3CAH4CQr3Q+CASKAR2TIAxh0J355AkDp0VkYqys777zzCngAiUxkhJxcByiE6pE9xnjOLvKMtR2y9UQA7s0hKN0YItAF8Y89gA/0wAd4iIMdOhIk5p1CnSgAI1Z20scHHRUfkDcfdt11SrUzO/jgyju04kCn7SPg64TYxB4xyY6KPwgEGSAGhEY/AmKT13mPkW/sZhOSc43tbGYHAheLXDjkje3GO8cHJIag+J0dtHGIjj5ERLfFK4nVc50eP8yVf/HXrZrrNX+NEUN+6P7q98waE9BXBltqyMw203bRlkZhArRtJtDoXhwAgzQQg9++99zqDqw6JoUNoEjLWEAzBtnokAA8OyskA4wOBKrbQhaeexPCVpBcYDbWdQeSA0ZbJlthINMlIj3zdRKAj3SQCdJyDgEhDfYiJh0FAs53awHa1hIw2cR3gAVO+tiACMk212u6R44cUiWzQw+dWfwUGwSc2z1xSNvM03UiFp0UG3U1iARxGIt02eWceYgQUbFdhygn7BMD8dadsU1s2Use4qEfsZBhHPKhmxzE6Do7kjg9yh27kC79SJCfZOZzcXELgS10W1SQn9sQSZ71bebKQCCNyccaMlu0aK3yu1HIR6H63aiNNtooNtlkkwIy3QDwANZ1111X7gO5B4Z88h6UDgwRAIjVG+iQA7JBULaMQIfcjEWYAKRzoBcYyScXaQEw4kFoukCEaB5gApdOwJYIAesWEYEDaAEYeWZXhAi9BlTj6QNoPiE83Q0yBmLEjVjI4Bud2RkBO+LLdxknTx5fJbPTTjul2I0Uyc/ODujFg09IHokgVrFDZvQhL8TDpyQGJCp+5vEPCfFb1ygfuiudlPMOsZU7PrEzO7LsQhEdQqIbkYujfNFJVm6lLQQIW2wdbCcz40KHukBe5MlhvpZz+X/PD81+iPVf32Z+iMFt9KJryOzVV1cvIAd2Reu+mV9Ntd1UyMAGXECCFHz41ccOEEDeh9L9AIRiBljvngGbD8vqjowHXuRGDiAAFcAYZxvm/ph7aLavQAXISBCZsA1JILwkLHLJAkznvSYXGSEOZITIECNSQlC2oggVUSIOnYexSCoBD+BISReqm2In2cYhKTp0P2PGDK2S2aRJla4KEZCTXZ9HspENu5EJ8mQPUrIdRCpszvuFiI0/CC+7KHrlRj6MRWBsEzdj2INYdFTib1x2SuTrZD3qrJAiv8XdXLFGnGRYPMyXS/ORmbG6OmRPh7h5FCc2W5j4mNvXZ555ZrmXf53MlnvIG5HCGjJzzwypIBtFi4h0AIo0wQbQtnPG5DbTNgOxAadrgOwAUqu1Rx+xQE62scYhCR0UQOoeANzrJEpkp3tCYogSWIEHQSA0r+lADroO5IDkkCzCATgEYiybABHB0qdTMwaR0ctnwAVu8oE5ZSJv54wDbOfZjgA8J2OffXavktnuu08vpKuDJFPcdCrIJUmMDezLe2HsQjq2jWLFDjYgBSTjEbGRlXkgg12IznZWR4vMEYvzDnFlA8ITK/abJy5yShc72GWsraIFQyx1nXSSQwZ75AaxmWOM2KgTczLeaSu7n3rqqeVe6HUyW+4hb0QK30FmgAWoCjm3MooWwIBBl4QwdAy6CkSmoD16rWuxRUR2ZJiLSBzApityHVHp0ugDBERkG5nnXaMLUH2swfMkAWSiGzQHWaV9trE6Q7YBta7BdcSFKHUkwGgM8DsHqMCYW2IEziakjawAnhxko5vhF5sQBCIxb/fdp1bJbM6cE6sxAng66DQ3OxxAFzO6kYW4IBS6HK6Rzw5dWJIKG3Q+dLJDTPghHuLODzKRPjnGZlenK3WIPbssMvxin5xYHBAz4hc/NtGfnRd7HGKtI0V29OkKxYmNbHXNPPH/7W9/u9wLvU5myz3kjUjhUshMMSI0gLZaK3CAUeQIREdm2wZUgGDVt7IjCZ2Ua8gIgSlq1wGZXCBz3jYPeQGu7krn5nuZwAFg9JGnG8jOCumxCYABWWejywNs8gGQbOOyc2IfOXmvDbnZNhrrQIr8yO0RW8kASkSjo9JZ5fYMaOkHfHbSNXHimCqZHXfc0eVdTltbNtq6ATsZfEc2YuVeE3IiL32xYCCPfOPB89ym6h4tJuJFN5mIij/8QLB06ozMQ2jsFB/6xNM9N/56XXtj3zgxRvpk5DixpxOB5aKAxNjND3Zn/uWWTHrFhV/1e2aNCOcrhSk1ZOaemUIENOBR2ICfX2+yRdSBKWBdGFBZ7d0PQ2Ku+xdsHs2t7S7IBEzdnpvHgEIucgQ0QNKBIZYEH1J0XUcGJMBLn0dz2Jr2ACmb6QAsJOoau9iSX43S+dFtrANx6UrMAUBbUAdyzA8Nu3eYXytyHrCRh/tL5u+yy05VMps4cVyJhw/GIjL6xQo50qubye2s+CBnfiAHZMdXupAW4jCPXV4jKeOSQBA2/eR5tNgYr7vUherALBSI2gIkxuToDHWCukWPDh0bwmcLWXKLJHVb4pSLCLJEcORmV2YBYAvdfGCv2P/hD39Y7hCqd2bLPeSNSGENmb3++pqlq1CcyEDBIgmFreARCGBaxQFF96Wj0mEBCwD77BUyc38MiMhBTkCKHDza4uj4gAdZkou0dASAAMS6La8RB0AhwOwm2KJrQnxAoztCEghJV2M88gRcROVGP5s9AjTQ60ZslxEKP7wGVPKMRVRepy7Pk9jZ5LmxgD569NtvAOyyy87F/+y2dKBiyBY20udggzjxXeejc0P0CMF9sSRs8hEY/10Tf/oRDVKSIzFG9uJADpISB/Eiy2v26tLI0tXJsTlkIj75QL5ij6xcZ69YIir5EAOESgc58or42GgeH52TQ3bWyawR4XylMKWGzHzOzGqrIBWtogQW2zTEostQ8J4DkCIGTGSHABASsvBhWnIQV4IXsQGPR+BFPICARHQawA/AQGSMua4DiEcrPhLUJTkAUGeXXZTxtj90ACb7Ea7r+eFWfrCfTWTS57luhL3OATeS4ge/EB0g635sa30YGMizg2RHr17dqp3Z3nvPKO/UIkPkIVa6Gj4hAN1Zbo/Zz0Y+uk438tCZ8cN5xOIaIkGKCJl9ZCE0h3HIXYz4jbyyQxVn1xEfP93IR07IRqzFzDw6+MVPBMguudGJIj/zXeMvYhVv+TfPeAfi57f4k19/N3OlYJBG5GQNmfnVDAULQIrTCgxgVvzsxADTayDwjpjCBkBEoNP64he/WMhDQQOkLsKq7TogIQlABAo6AAlgABVgAY0O85Gca8iPvjZt2hRC0+HRa8uJRIEoQU2Hbgg50Y08gBYpOwAawHVuCIAvCIBe5MYmvrIXOSM/pIa8dDfkIXJxohcB1H7R/EtfOrd0XMCMKNnDFp0rYtSRIVWgpy+JXReV72aygY3sch2R6CJtbdnEFteMQSri7LX4sV180ze+Oy8HrmWXzDbxRXQWLePFi0/kiovzfDWPHmPlTV14NM71tJtM8hGcx/q7mY0I5yuFKTVk5scZfR/TdseBPIBM4VrpARfJIJPsklwHfAWvg9EJAT8SUuzAkYAFQl2JYreqIy3gRoZ00AmYiADp0QcgQEU/e/L7ovQCI0LzTp57dfn9R68BU7eH2NgBcGQgCp0LEs1OBtCNB0y+scE5nRUiQTruKbEJOQE1v/iIBGs/mnHuuWeVd2SNZx/fkYm4iJ0uB3HziS38IEc3ZnFgKxsc7GOLsYgQmbLLeLYiKjEX/yQStvIFObExCQw50Y30xdtr17K7I1e8Eb5zZCNFsukwni98d3jt0Ti62C02SJoM5Fd/A2ClYJBG5OQ7yMyHZBGV1dcjQCWZIaBcuRW2IlbwQO/eFEAhjFypAQEQgVehu0YuEBj/5S9/udyYT5kAQRegGA8QCNBznRiy840Ej4BPBt1Iy01+hy4IQbINsG0LyaOXXeQgEPbrZsjxiGB1pK7rRpEFu3VygE4H8LPRNXHhh+d77bVrdZt5yCEHFeLTQSEPHRx5DqQmXsAuNvxDaLpEctmHPMWAXR6d82gR0NGxwRjP2aQzRUK6YltanaNtqJgiWr6xlR2u6ZiQFRsQEYL13AIiV+zKnCNNPiDH3FKmL2Trltnjvh+5cuFeqRzwp/5F8/8Q54sXL46HHnqoAEAS8u/ll18uCVe0Dz/88FL/G3KOXake30FmwIPQ3JdCGl4DHUABOuABBrAik+xOgAJwjEcc5jp0QToa3RIQAYyOxYdiEY2OA2DMB2yAt52yvQMSoEwiQ0LZtdDjuncpgRuodBAAyzYERhciNE+HA2AAyCZEBfRs5RNbkS35xiFCdrtHhdD46TpZOhugzg5m0qSxVTLzDQCkjrTY7Z1FOug0j38OBMlfhzGueU63Ls2BMMjhiy5W3JENvXwVf7FLgkNuSI//CJ2P9KQ+ssiHAUQmPmLnXWOx1FGbT6Yxxnut2zKWHrqRuGvybVFwb40e88Qq66VOZsuISfK/udT+F5fbbrstfvjDHy4jDSuImBoy8w0AYM/OTHegW0E8Vn3FC1gWCSAALuccSAB4HeZ5DaSeIwYfiUBQSAvh2HbZGpILDICSW0zvirpHBIyAg7iSaFIPncDHFt0RsgF4IM8tKkACFhuSKJCRrg1AzUU0/E0d2XGRhYARg7Fs1r2IjwPRGMOGqVN3rJLZhAlji81IOLtXNvAb4MWMDjYjGT6zR2fjkX3kezSWfOSPVBAzErGwpP/mketAorosY9iHoHRu5NiOO0+fbjdjhtDlhh7j86Mrrsu1PHtkKwLnBzleZ0xdJ1eu+Kpm2Ff/2exlwBH+hbsbrtpvbW/+uTn96quv5sv6owjUkJl3MwEUmBSnbkLx+o0x7wgqcK8BywqtS/BaMSts3Y15Oh2vFf/mmx8fa675cnzkIwtizTVfKccaa7wcjo9+dGGstdb82Gij3xaZyMLqrhvSWQwZsnM0b/5irL76f5VOEekAMr22NPK71lp/KWOMI4uOlO9x5MhZxS72mAvY7N1wwwdijTVeio4djywE7DqiZDswbrrpDUvI+shH5hcf6FlttX9Eq1ZXFQJFxLNnz6qS2YgRZ0fz5i/EBhs8VHxBNgCeW8uePafGaqu9UMasvvqLb/n3Uqy++ktvnf9rGW9RkAfx4KuDDMSK+PnCTr4gEWTm0TXdEeLL7hn5iKd4yYn45ZsIujkfr/Fa/JEfPYhYN+Y84kLOyDbP23aSSx471Irr7FIDOs36NwCWAcW88MILcemll8b3vve9sir7by5vvvlm2ZLYhtb/aiJQQ2Y+NGt1RlBWZEC15fPDi0hOwQKMQ3cBSECjC9AVKOYsZCu+Y9Soa8q/SHy/f469/vrPFNAABuAAGzBsttmAMnfVVV8phKRbIZ8tAOi+UfPmC99X/qhRxxeCYi9wIjN6Pv7xB8u8oUMvKUSgk8jtoHHt2n39feW2azev3Efi/3HHHVkls9GjLyjzNtjg8dJZ2kYn8dPds+eu7yt3lVVeL12oTpSdyAOBITMdZ35BPz++wVbj5ER+vDZONycndCNTRKVr1e3Kra5VPHWn3lhAgrae9OikyRET/qUc88gyFjHq9sxBdMYiNYuCLtd2tv57ZjU4+6BP3RP77ne/G6+//noJqn8kKrA33HDDBxW54s6rITOdma5I0SMU7wS6r6XYEZcitfICjS7NGIUMAF/96lfLtsx5QNC9AfLIkVcX8LZt+4uYOfMLccABp8fUqUfFsGF7xfTpx8Ree50UDQ2TyyoPKObT4Z5dt25bRvv2DdGly/Dqu586CYTrfhFg77ffnCJv5Mh9Yty4g2LMmP1j0qTDYujQGbHVVoBc+VgHm3QqfGPz0KFTY9q0WXHKKWcVUkTIyAYoEWavXn6s0C/r7hX9+u1U5A4atFuMH39w7LLL0XHQQbML0JHFiSceUyWz2bNPiZ139vM5e5VtNdLVNfELwEeOHBsTJsyMadOOiuHD94qddjos9tlnThx00Jmxww4+wT+pjLNtRuhbbDEpOnW6PYYOvaXc8+U3ItFF6oSRh3wgYufo0DHZNhqHjMRTbPkoBg7Eo/NDRg6E6NBJWlDEy2t5153xwaOcG6/7Q3KIDfmJHR1IUvy8rn80YxnQxiWXXBJu+OvCPJcgndpzzz23DKSvYCJqyMzPZlt9HYDg/okVXgEDC1AoVoWua3PoGm666ab49re/XT5f5Z0sBQ50Pjw7enSlM2vX7sfltY9P+MYAQOkg3MB3AzpvVieZ2VL6GIY3I9zzAiyk6R4bknX/DbG5r6UDtD1yzfaH7XlPR0eGoADPVosMYDQOOIHSPB2o+3gIRDfEZ10L8kMOwAmk5Lp/ZvuHFG3JDj54vyqZ+Y/mCA5ZGJM35ckw3mXqsFUAACAASURBVL1ACwZC5r+PcOg0jXNNzMUfedDXpcusshh86lO/KDbphtiMxHRWCMyB/HVzCMWRnRYCQ2wIL+0XL37o7sTb+NxCGs9/15OgnBMz45Cb13l4TZexiNQ4supktgx4YtGiReWnl1PUP/7xj/Ijg4rAVrP+944I1JCZD83qvhQyYAGBwkZkwKJIkQYyQWLAiARuvvnmuOWWWwoZIDHdAJDYrg4ceEkBY8eOPytkZjzZriEy3ZWfy3aQB9iIgB06D2SG1BBpdozI1JgEIQJChmSzGRHxQecBbMZ5rYPQLbIdsThvoUMobEGM+dpHHZzPG+LiwH+kZAwyREAIb9q0SVUy89+ZkGd2OUCf49lGJpJXj0iXHcbQzQYkzz8Hkhg8eL/o2PGq6NHjrEJGtpMWlNyGureGlGrvcyaZGItgEHnGiv1ek8FOY8UGeSJhuRNbMUSazrnGXz6Rk8RooRAXXSQbECxZckXG008//Y5i+/BfrlDfzfRTvbY8+ac7sxoryvr9soxKzeM7yEyBA5hC1REhFV2SAtaFeKfRO8VIyxsqt956a/ktM+AHViuyYjYHGbVufVQhs86df1X90jUio8ObMw4ARnBIUvcEON4JRWJ+GDLvD+ksHACqK2ErIAEbexAacCICMtiB6Lw2xzkHAjLHNd0TggZwwGQbUrQ9ZEvee0KKfAPyJAA6dZXHH39UlcwOOGC/QhQ6L3Vnvg7QthuBIS7dq+6L7WykU7dEnq5PHNnFVrbLBVuNRSaIyBsV7BAPxEYueQiQLkSERLOTytjRRYexYmzR0U3RR0ZuLRG/GJmHKOWfPjFAWs6TgRz5xzY2iSGbjal/NKMGZ//u08cff7wUiuL8n//5n+r0n/zkJ/HII49UX9ef1ETgHWSmsAHLiq8by0ORKmTdkftoSMh3Nf2fS+90WsEBITsFZGbuBhscWsisU6dflpvQyCC7CgTmzQWEABDICAEAmzHILD8kC8zAhASRqg4AKbFDvt3XMxe40gZk6jnbgQ+4gZatQJ7dGn/5xn6yfGcSCem8bD11c2TrGs1FKDoPcxDxYYcdWCWzHXccX4iEXTotMSLfl8rFiQ2IAtmwCej5hmyRA71ygKjZjbR1xggFqSEfB/JwLbslMozhk5v9ur68P4j8yEcyyA6R8kGMnRNHsSeLDLFBuM57zhY20OE5WUhRHpA2XYiP/Wzkl1zV382swVn9aUToMh99NOKNN94VDp2mVl4n6uMo/u6+++5/79cKasjMPTOkAqg6MmTiQEoKFfAUKXD76Itfl/Xz1j4vprjzIxnmAoXxbdseEmuv/UJss83PyzYSIFx3jRz/jcl9NMDTDemg3YszDhHpDm016UWEgKNjIV8HY8toLtAlQQEsH8wnR8cBvECGRJzLDsd8tpMPiMgK2dCBvJALUBtHPyJJUrSNc9T+bPaUKZX/92l82iqmfENuttLkkO9AvghF54N03At0T9F2j60ISwyQSZIX/1wXA34iMN0rgvNaHBByfv2JX/zlG13Ikh98FkPxowtRGes8cqInuzUERjYbPSIxcxG+OPGJn/wRZzbU/6HJuyC7kp/YeeeINdaImDgx4gc/iHiLtETl+eefLzffFfuCBQsKoSnwP//5z//7oNWQmZ8AAl4FrbB1RQ43mIEFqQGOzgzAFbRiRkYKGggAHcAVNTlIyxgABRCgZSNCQVoA59E8H7VIYtMlAAfwABXwAZytGmLNbgXIPCcXiNhhG+w31nQX5iAVQOYTGwAa+BAC0uEze9lknI6DPmA1xrUkPMDXpdmCus+lUxw0aJtqZ+YngOil3zix4AO5trI6wyQTOnRfSZJkX3jhhWVxQnq6QtfYzUedFEIzD8nwhf06XPGihz1ylG+QGMcvYyu2Dio+OU+2ztHXwNiF8Cw08kYeObpPh5ghsVwI+CPWtsb8SZJD0HJpfJMis5//PGLuZ38fcxtueM/jGw1nRzQ0vOt4oWFcmXNFw6Xvumb84oaB7ykz9b3YMHapc7/ecE6Z+2zDrku9/kDDSe8r+9GGWUud95uGfcu8uxtOW+r15xumvK/cyxouX+q8pcWnem6DDaLs03xQa/XVK6TmWwxvkdq8efMKWLHXo48+WsDzb73RUUNmPmcGtIoWMeiI/IcmIHLYOiInAAcG7wLqpJCQTs1zN7gByfYLCSEexY60gB+ggTzvcTlnvu0dgkAgOgz6ARoRIjs2kQWQAM0ewAMu4AM4AANuneqVV15ZCBRRIUBgRgrIBRkAHcAhLjYAJkAjLnJsu9wHJM9cAM2OyBhzdHBsGjZsYJXMdt11WhnvvpW5yFS8kIOxfCQ7dVkUXGcHX7/2ta+Ve4fuH4qvcWLNbzFBOHx1TqzEE1k7TwbZ7BRzY/iLMJ2z2NBljDchbOfpkTf5cg1pstV4ZOZ5Eq648EG8xUOtiINcipG4WFSMscg0qW3m3Llv4+y9PhQ5qNkDSx30ZLOOBaNtmv1xqdffbLZKFcPvJft3zTosdW5Ds4fK3LuajVjq9b2aXfq+so9pdvpS513ZbLcyb6dmNy31+sPN+r+v3JbN/rrUee876Z3Or7ZaxNCh5ZP7tplA8/Wvfz1ee+21Alr3Zf6tNzqWQmY6J0ThBrEDgSEPHaCtpIJFLoqYPmSBwJASgOlMkAMguX8D1Ma5v+bXZL2DaazOzv0bpJWdjjlIB5B0DcAGMICiQ2QHMnIdWHUviBCw3HszHli9OUEXGQgDEQAhQNsCkYdo2McGxGTLixwAVWfFZiSMEBGfeWSIDZKpENmwOOKImVUymzFj9+K7GCAZvrOfXDFD5OyUN/azgT/kIS/z2C8mzg0YMD26dDkvBg8+q5AdOYjLGNe9RkLihoC8dmQnhbTFyqF7cl4HyAaPCBuJslPuEKWOmHx5t4DldpYsMpAbcqVP3sw1hg5kaJ44NUkyW2ONZ2PTTb8b3bv/ODbb7OHo0OG70a7dg7H55o/EhIY74oJx4+L8kSPjyK5dY1b37nHRhAlx+YxjYpNNvhNdOnwzDt5009h3o41iv402ihkbbhj7tW0bh3bqFK1b3xNt294XrVvfHa1a3RUbbXRfbLHFD6JDh+8UfbP6jYujunUrc/dq3ToO79w5DmjfPrbY8Pxo3/7BOGjrfeKgDh1iz1atYp82bWL/du3i8E6dYrt2p0TbtvfHppv6hkBFVteuPyqyW7S4LQZudFjM7t07Ttlmmzhn2LD43Hbbxcn9+sVntjkyPv3pb0e/9l8sulw/cJNNytjTGxpi324TomXL22K99b4ZrVrdWezfYIN5RZfXG7a4Ng7ZbLPYf+ONy7yTtu4XB21yanxtyp3xz3l3Rty5lENXi9BWXbXS1d19d7Ure/HFF0uX8ve//710ZbYNurO8f/a/2mvWkJl7ZoCgaMkC8CQjgFfIVmpg14HZ3gAgYFjpAcMKbQ7Q6LCAQ8EjBu98Xn311UWujoocYAZqZKQD8xksgEcE7qkl0ZGBPJCZ8WxBEjrCc889twARuNmHdBAlQmMT8Nkmu4aIs7txHhEAHzIgB8kApa6FH4iSn2JhPJC6FwfIyInM2t8zGzBgmxID/pCpW/IOMJ/YjPjZrRPSPbEFsbLdGI9IxXUx6Nr16JL+tm1/V4haHsRBnpCsuCITfrDPNblzyIVcIhr25nkyvEZaui36HHyUE3M8WlQsXrkI8Md48/knx+Twiw6LTZKZ103qGwDZmW288QNlZZZ8iVHgCs6KI9BeW+GwvaBZEdwQlTjjtKRWfV2AlUCRGGsOecZYsazCWmLBpstNTsWmQL1zJYBAIujGKEhz8waqIpSc3JJIJjlsUrBWckVCjpXcXOfz80besme7IiPfu1QSykarP71scQCp6wrWY67ixrBDgQwdOqLalL322ntQz7RpFRK7554qieVI98wUkG84+DwdoPvmwwftzJAZQuGjwhc/97DEBQgVuA4MeSEd5xS2LgZRGQe8Cl3Rix9iIdM9M52PehAzAJBTudctmQPM3gXUuSEyuUVKujg1JMY6PvEUX3aag4DkA3jVjrzqGpEGMpRfeRB7AHWoEzrVqHuBQEgHXYjEc365P+iekncj+Ut32ise4nT44W+/m4nM5FrnglzoVD86xNzysk3diY0YIyQ6kag5fDSW/UOGnF1qZOONf1/izg/1y3+1KV7G88PikW96iIn4ITnXxEc+zJMPupG4RwuFGPE5a5Yec+mSI5hQ12TwiX9yL4+uwxX8ugYPTZbMttzyiZIwLC3hVmkrDucVN8YXHAFwXhEIogC4/6GQBMKjhJAjmXljGcFIDtnkKVaJFnyHwOWKLZiCa8XUPiMg8xWvMR6BKcGmGCVEMr3bhCBzpWOjolOIOgogU0BIFqEpUmDhlwTyTTGyE+myDQAVLJsVBxJDQIpk6637x6c//f2YMmVxLFqUFPWOx2efjfgwP+z7js6MnfLFPzlAKkngCt1r+QM8MeZPkpy8A6ZFR0eEBMQLWPieCxMSAShAdE6+nQMO+QB2sTOXTvLYI2+AK/7iLq7kACuCkUP58y6rD+GSQy6ZFk55MpYcdWCO2sna45NaUTOIWf35zTX3seQfkYuJ+eLEXjpmzvxMdZu5226VjzPILx3qG8nyBXmbBwtIAenxC2GqF/Y4nLeYWzQmTPhqlczEhO7s3ui2qCAqdYek+QgDalhsxIudcEOnGNGZhEOfehWnfS8/KHY+Ypci36JgLAzDjUdNgefyxQZ+8FHXC8uwSzc80dUkOzPbRc4LiMRYLZGNVUABWCEUiqQKHtArIIfgWE0kQ/AUqQQhL49JIEghV30JMlbSBTPvh9BpnuIVaM+tqA4JUMgSroDNY7OxAs92RQHIugGgJQOQkZniVtjuyQARG2xxFBQ7ECj5CkchIkHPARmojZNkRU4vfxU63f/WDft3cN1//LKGzPwEkGIUCz7LhUKXN/7yXeeCxNjuQGZiaI7Fwzzj1AFCmTjxlgLGT3zi/lLswAYIZCNB88WdHufJEvMkA9fpd03M6Jb7JEPxTdIQS4BHPtdcc01ZbMQcCIFRPSBQsrKbIB/RyiH5ahYpm480EZuvxCEWsuUVwapp3ZRaOfbYI6pkdvDBB5QYqgW17f4aoLNNbNWe+rdQqjVYQZq6QHaxMWvd47Bh55X4tW796yLDPPExTp2JmzgmHsQN4cFKkha9SFQcyVTXbLKbgQe2ysvYh6ZGn4UjY9s7RsR2u1TurbFVnsWPLx7ZSX7iTwzlQEz5RJecNqlvAOQ2030krCyoVkWfO7KtAGAFoDgUN0c5idgQGDLzU8g+5a3gJByBmYcAFIqEIQ8rjWsKSVflSFISRAkENEWWLbzkWYHIUTDmS06ubgrCgejIIM8cOvmiCBQEe6yqxrJF8skAcCuu814bw3fdAb9tpRWeQgMMXQv72ESGYqC7sZCZL5pbEDIGiIn/fEMeFiY+ep0rMXAZz0djxVqX4buwSGXvvR8oYPzUp75f5omxYhfHlAFg5iAm4BYr1wET2JCMXFgEPKoFhOldS0QDnOoJ0MgWd/e/2MM+IDSXnXLpEQCBNMFvkQVu89nCd7FAunximxioUcSt1tQiYH/1q3OrZOajGWTZZeQ9JPFCbOTDibqXf3Wa9x6RpppxqClyKwR1RolfixY/Kb4jXn6Zq7bEy3M+iVPWJj/4lqRpDHl8SAyqvVx4CyneNzn6vDEy+iwaGX0XjozRD0+JwXtUvg1CLtzmYmQuffRYgFxjs9zkwtAkyaxNm3uLM4LrE92KXtEoSK8Vlw9X6m4UBVZX1IoZifkIgEQrVMHF8gpCcSIZRSeI+c6L5whBoVt5BU/ibBGslnQINjkevdZFSaTgI0rEoiCtuFn0dLlOvqJBPJKDOCWLTja614Ds8pxHBU6OFZadujIg44fzOkxxMRahukYH+xoLmblnlnHjH1CLESLwPLeRrumGxUGOFLWuTNeDAIARyTjmzbsrjjlmThxyyFHF7yQc9SEOOiFAI0O9qCGdtAVBvMXLGACkV1wtHkhGHpGO12zMRU29ibVcsVMdIC+ykJGxakXN0Ku+EA/SU5e6P9eRKrJBnPQgcjYhBeSj1sTlzju/GW8ubhbbvTEs+s4fGX1eGRG9Xxn+1jEi+swfGb2de/mtcy8PL+e2XjAqtl44OiqPoyqPC0ZFv4Wjo++CUdF3AVmjo9dL46LXy2Ojz/wR5Vy5Nn9kGWN+0fmWXmPKuKJzeLGFnByTj2xylGtv2dHntZEVMkNob5EaWT1vHhB9JvUrsUdY4phdmfjCC0zLjVwhbqTdpP4HQHZma699SyEWBSbxgA2oVgvg1hEhBdcVh8IXDJ8uR2Y6M8Sk4BSS4lOIVjcyFLKCtQp5bpwVBxgQouCa41oGFlkINCIyT3EarztUmEgMybkHIhGKFDEiM6DwOrdNAJ3A0UVIqHMKmV9eA7Bkmo+QrWSAASzmOOgCXDYAZhZEYyIz8eO/2Ok8c+Fhq9d8EFM+8NtzudF5e44Y5A4R+KwXYuJrgkA347CwICwxlmOxkjNx1t1aAJxHrmLnvpk3ENzXFFv5VGsIxYFgkJMcuh3gnUx65Txzml0N2fKgY0Ku3gBwIDSPapKfujtbZXbKNdvUMJvIsNg5d+ONVxcyKwSQRLACPfZeNCL6PjMiRh84tuRE/MVVjcgb7MKL+pcrcZWLJkVmr869LP6wygbRsWPPsqrayllZkYu2X1FbwS677LICfsWuZVeYCkw3pnhsNZGSFdMchS8wAoIIFZLC0YIrWh0BorOSKkCEIaCC7DpQIDuyABDhkIXwgMf9MMWsi2CLVZxdziFE3RTwkms1Nl/XAbRaaq8BSbcFlMDkU+dkARmgiwFSQLxsc0g0oiPXAUhi0FjIzD0zZMAHcWAzcmKjA4jFkw86WwQmZoBvgeCT4pYTfitwPlqldUQWAOMQgniLexKO2ORW3ILntfyIrXFyr+P1KL6OrI3susXcdsniVbl5PqEsjtnle2SrPMlrAlKtqsP004KqRhCVmrZQ8ZMdyE3+1ac4qbm99941Fi9uFvu90TdG/H6nGP67nWL47yfHgJ+NiV4/GBxbPTootnxkYPR8ZGBs/f+GRZ8fbR99Hhtajt4/GhIDfzk2hv12UmzzxMjY5iejov/jI2LgL8fFyKemxOBfj4/tfjo6+hr/o+1jwM93iB3+OD2GPrljNPx8hzJ2u5+NKeO3/emoMpYc51LeiKemlLFk9P1/w6L/EyNjyG8mRr8fDy/2eGRj7+eGLdmZvTEy+j0/KsZcs1PsOXNGqQ1EJZ9ZGx6RmvNyDHeJvyZFZjF3bryy6qrFOSuw+2USDQDuCygeRZX3kQBBp6ZIFKMiUvxWQq0p8kFGVj3Eg4CMQ26uITurq1ZWMQlirryAlgAyDrAE19ZFd+G16zlX4dOFfNllDB3ISuECE0A7gBJIjEmwAJq52bHwX9GzXWLNox9YkRo7gUHXgJjpGTRocGy00ZT4/vff/FDfsHzfNwlq3gDwE0AWCQsLQIspH8VC0QKuGFgQEAugW6AQuwVHRy5f8oIYyPFRG74jKMQv7nKgLrxGnuTquowhQ/zkkCznEJqYISL20G+bqpbUlk5PPciNcwjPHLbKuUWPLewwT+7klI2uqdUkM/VIt7pBehYw9rKTbn7To2YAl9wxY4ZV75ldcMGXi29skG/z1DZSV8/ql2z2qh1xRax0qT/1IqZ8QvhiwFYxEld1JSZq1M5C3Okynk3qz3xE65E88j3Sp9t13lx2iAmsla3hVdtUyaz3H4fF9pftENP2qyzA4maeWKhnOeK/1+Tq6NUMzKttMWySZAYAEuxehYTonDgmUMhNoqzmnFTEVmCdmTFWaQEWFMFRtJ57uzdv6loJkvjItxL7XJMth6KQRICTFIknR9EoJEmmQyIUtiSzSdAlU3EALXvIlnhFxA6FrADNMx+pss0YH4QkC2HR45FOBEme15Is6fw2331DB7srQNm33Nz1mdj3/JzZ+zLRMrhYQ2Y6M0WosMVUnpCDDkwc+WnL5d6ZDsU9ULG1pdOl6sLFVByRhDrwaCERM92c+AGDOCEG4KPTAgcwuYiRoT6QmzirL3PZlUToudgaZ4xDV2COHKsJ+UNQ8oDE6Mlrcs4n9aXejJNjNpEhh8iGfOMQi7mu8TMXzJNPPrZKZueff27BAaIXE+RtcTcWueoaLWi6Srqy9hA1cueP2KgXhOO5GlWLHslCTGxDaOTIgXpF4PKkDo3lXy6u8CPO7HFeLORErpE6su1+Zf/o99yoGHTxqOg9pPK/Q/nLTvLgFKnCu9dkwx8igxH5VvNwb0yT+gaAzmxB8+bFSUEXWIUmUACA3BCDRChkxS5hikPxCK6OBrAlWqJccygwr7MQkY8xZAOBd8sUhW7IlkCBWbmME3BFkiQJCPR6VJSKweoGqOwDEnMUh2QoPOMBI1eytE3ROa+YrdSZTEWfqyU9ig2BA5xiIC9/7kYnU/F5WqMis4ULVyv+KGA26rTF2b0vIBRj8ZZj20UdEnDIifE6BHHlvxyKqYI3Rh5dFzPXPOpczAVgrx0WogSQcXJle4o8yQVUi1nWi7zIqZzIAVAiNaB2qAmAlVfkRpYcsh346TPPImieHDrPHzVEtlzKH9/l3Wv5y27x0EMPqJLZKaecVAg/gY5EEapY0OF2hdixhX2IhS90soud4uwan9hDH3yRwx/xQXZqE6m45hybsoYtBvQhYDgTJzZkJ6Yu+euaODu/5ZRe0W9E5UO/cGSO3PGFLDIRlvMwgsTIYIcYkiGebNSxNq3fM5s7N+Y3b17Amiuv7wleddVVhWCckxQBVgyKFbEpEE4LtO1FEp5Eut8iMIpWAHPll2jPdTUSCTR+YUBXQLYgWx2s7OQLPBkSASwIiy7kI/i6C+QKUOZLjARZURCtImOH8VZI8tms8IznkwMYycnEkqdg6TZeAbGF7QqOPCQnFoMHD21UZKYz0x3lTXtbGB+xufzyy8uWku9iC2y6DgSncAFKXnVtCMdzBF7pak+Kj33sT9Gy5fUlFghC3sXDo/pAWMhOjMUqFxfzyUSoiETMgAwAkZbDeHXGNl2gbS0gyYe86QKRmbFyKvauAalrbE8y0bWpDdfVjUf+qj0LKCKTU+fk2GIop9tvP6BKZmeeeVrRoXbJojfJTB2qdTWCzMQaYSGEJDPPEY0aM48udqg1vtLvunnOe+STWLLPOARKPh9cU4OwkbbznS06b3PIVevOwyC9YpzdHBsQmDHwlbskY/iY+UBm5pIhF03rX829dc8Ms1t1bb2+9a1vlfsYioRjildiBVSAkZCVVZF67VGCrSqKEqEYa56A6+7IlVwkRqYCkTxgy3fREJB5OjpFCmSZNMXsnLF0kS3RClFXp9OQVDZLBBnIiC1WRXbRLanksiuLVbH4CIIiyoKyYnttLqACLF1WUEBFgAp53LiJjYrMdGYICnEgLMXPP/elkA8idp7/8sYncVXQOh3XxI/f5slvhw4nFh9btPhOAQFQiL98i4vxAKL4HWIsN2Lpmg7p/vvvLwsG8AEq4lMH8u06srOtI8diiPDkjy9qQF7JBVrEZZ75csgWfuiWEDSfzWU/0sgatXAaRzY9fJRjeRw+fFCVzGbPrmy15Vo8sqbo5xNiREBiSTY5YoiYyEfYzpvLRvXjXHaU6pDsjB8b2CtWZHrOT36Zj4CSyOhQ28iHn7Co/tkGI+KSnZvahzPXEC3ZzpFJhkNsERvd5pJLn/zIQ5Misxvn/i26N3siOnS4pqyCOhRBF3COSgoQZPupkLwWRFtS4wEHwSS5KSAFIoDmW12zm1MEyEACFbF5xikCCZZ4iaPPo5VY0nwERNDNo1+RW4W9A4lYdWxWWbYAkoK1QgKtQkLUaY/k8k1ikbjnfAE0pId0Fazr7EW4Oh1FrWgVGqDwcd99929kZNa8dFa6DjESB4c4A5fY64yRsbiIJ18BQrErcEWd3RqC22qryncL11772+VGu5vtYgaM4mqsbsp9m+wE5E2cMla252ywSNAjlvkoLxYphJsdCxuMEWe1KA/00CGn/AB2zx1ypp7Up9fqjS61Rz5bEZ9uk17y6ABcjxMmjK6S2T77zCj1qBbVkliyg0wdmUOtskttihk5YkKu+hQXc8Vh9933j2nTjosDD6z8I2Z1I65wJifGGIuoXCODbgST8tlojPOIBknRyVfzkRC8sCG3nPy1cFioxF4syJETHTQZ5lmAjKHLroY/FiyfHW1SZJafM+vY8fsl+VYZxS+gVl1FDhQCK3CKSPAckqswFIikAEiuKkhMEQlgdkyCR77AKu7rr7++dFRIB3kJsgLJgpQUcxSxAHsuWWxQYLbCSMg29brrriv/6BbJKjx2sJ9NCtmRqxjbEBWfyNUR8leBmacAAEUx0IWw/RNdfgIYO/lE3tFHH9voyIx/4qOLsF1TmHwRO0RuZXbwU1xsQ+VJQQNEdgNAw99tt638H8l1172v+A5Ujsw/QOgKrOQZR4/ABnyAn7mQL126BcIipEYAn62I1WKCLBCCeMsRH+QIUQIc2eQa77Xa8VydssU8RCGfalZNuWasa7bR6jpr1QI1bFhDlcwOO+ztjxDJs/oynh9qi6wkDVhRQ0ggux4+8FetO7p3r9RIhw5/KD7Tr77En73k2gLDBVvNQepyxkaPiM6jefwV2yRQucjc8Q8m2cd3+TOXHNfIdo7dasFr8tQ5+xGbuXxyNKk3AJ6fe2s8tMagmDXrkpJ8CVfQHOO8pHiNSKzktozAIiGSoBBcAxjBEShgEBDXvVvmxq+A5zsuZNoS+I9AthYSJ4gKwnMdl4Igx3lJU8CSYnsgWToxWxNFpnDZpStDXhKu6IBCMTqs+t5sQLquIUq2ezufXvY7x1cg9ggwuhZbWG9+kE0H/9nJ30mTpjQ6MpM3xW3BAXKrsXPiIPZIQS74Tg22YgAAIABJREFUj5AtLMhD3I2Te/77uI1Y9O59bvHxYx+7u1wTB12sTpxM8UBmFh3k6FouEmSpA+fFDnHZ7omnDlEu2Cm34i/XQKir0q1n7bEDmHXIZJhHr7qSOzUoX/zmA6KVIySJIPjJVvFw3aPzxlR2G2//qzmdGXA7EIzYsCcB7xE5OOAF0Yol4uWH7grhibWFun37fWPNNf8RvXo9XWqWTeLCbvWsXtW7Gman+kb24sw/epCPxYIecTbPcxgRPzFzLnchzosXHHoOl2yBI+csyJ47slsz38KRTYWF5lk/krCc/z74f2eaOzdeX2ut8qN7ik2RcF5RCTrwIxTsDdiuW8UlOQGeLC9g5gmiJChgq5qtoG2EcXmTX6IRmUISTIRiruIgR8AFVzEjDc8dEqpgbCsUjIA7FJvXCtx4xYrM+ODxtttuK3ZnAtkB1EBndQSE3MrSAZyKSSHbviBMz/mE3JwD0unTd4/VV38pWrRYHK+/vpyznure8dEMxc8nYBUXtmcHpFDlk/+u+4Q8UgEiJAQMYiFXci7+XbtWvlu4zjr3FoIjAyGIqzjoAs1zDgg9B1agFyMLF6CqG9d9HxNx0plkpmaAU9zlxSKlHsVc3akn+rxWS7o7bwCx1Xgg5DMikSP1hajkkD38R3RqR825rlYQBxn77z+j2plNnlzZjqtB5KmG6TXPwTc1hrzMJ4eNSCVJGG6ct+gbqwvjq+tsgDGkRAbf5UKs1LDaZjMyJwPRIaLEA7ywDcHDC5J2XfzUOxvlzjV6ED3b2CLmbJVDutWKRcTrJEe1wVZxbFLfzfTRjDc++tFy01+xKCLOKwyB4TiHBVlABFSgOaqoJMBYCfJcAUm8R8RhiyaAztWuFJKqUzIHiZmPWBSKxHotmQpBsK1+OgUdBTB6zh5FjRRz+6J46QUsQAMIevxGmO1UFrR7PPTRrSgQKL/pAQzXJRRpKwrF4lFR6gz4o0VXbIqnMX0DQL7ETw7EObsLdusCsuidRzRyhATMcw1xKHzj5SI7M7+aITbyQT7QGWOLhBARllyIFTDr3MSffPWihuREl4zM5E5XaOERewsaMpMXY10nUx3whU22jubo9sngjxwCoNzRa46csFEtmOc1YlZfSXDm0oVUxo8ftQSZiYVuRxdpF0CuGnHec3XJZr6Kg3pQL+JoHrJkv1sp7KFL/WeDwCZjYYk9yARBJYbUtjleO8QZQbGVfHVnsSDHwQ5xcI1cetjDX+ddhwnxoJP9FiwHwsvalls66FcHTep/ACCzhauvXpLNKQUgEQhIkBSPAhUcjgKz5Om2AEGRCaxDAXo3yfZPggBDYBWwZFiVyRfgJDMrpnFWOI/k02s1suJIMr1ILG8y2xrqngBEd4iskDCZugQ2WG0VQQJOUSp+BYDQXKdTonVkCLLShVR+Kx9ZGmucFUxMFIdiSaL2nEwdR2MhM98AEEert4JVpHyUR/nih+t8FWtFLkcAao5CFjf5F1+xyn8CjMyQhnHyI9byKh7Geu1dYc/FSm4B2RszCEyHKKc5Xu50PgiC3lwkxR2JqgN5BUK+WHTkwxZSzMmXAzWClBxqVZ0ZhwzMRTTmOKeW1Iku1GJkqydGs2YdViWziRMrN9ThwVx2sFmcLNzihwToQ1BJVEhZ3dOTMXSbhT2IgSw4EXfkClP8VIcwARsIM3GAUMRLbuh30M9neuXBfDVOt/Ne040Y+e61/JPJH4RIhjjQmd2312SKh/HG8qPJdWa+zoQsOCToEi35kui5BAC0gkIUkoO4AEEArcyKTmdnvJVUQQuqa1ZShQtQVgYrNhnGSJbAWeWs+jo/iXaN/gwu8kJmHgGKrXQCkK4MuCRPJ2DVJjeTSiY7FTEbgZqd5iuYvIeEwCRScSuGBLcCYy8iAG7g4ztd5AFfYyEznzNThIoYyJCEuCl2fourYhZz/omTWLgZL+cK3Fy+mSN2PXqMjlat9o1u3WYUUAAVkCIp/su3ekAO4iN+4i1/CMw2Tc6Blz3qKLentoqISR6MVSvAzT7j2MgGi41FBwmrRXmiD5HR6VzWBJJznp/8o1d90CM2SFP+yDePP6eeekKVzE444bhij1ggLPqz25d7/rlGlpoQL7J0oPQgHzrFIF+rTXVtDiJEHCknF1iy+cJ2OvkjXmSZJ3fwxG/x4R8CzPlJfsa7jqiQmI6VHzBuQSDXPPrYQY4480F37DWZYtOk3gDQmb28yirlRjjjraSKyuoBDIoUkAVYEH2VR5ELFgISMI5LKvIACIlXOFZnxY40BNh856xQCg5xKiy6bC8c2SkgPsWgaCVAkH0kQEKMF3h6FYjESAab2Gb7pIjZpCjYDlgAqhhsG9z3AiT20Qsk/OUD+4BbkabfiBCpKzbg9cgH9iO7xkJm/juTDkL82QxE+R1bsXJOMSMHC4VxFho5549YyBOCE185RvIIkZ9JXLZQbkHoRIzLTkV+LDb0yiGZuvjs4ACOfvmRC99Q0DW7ZWGrSqbrcplEJv/qLAFnoVFjXjsP6MiFP/JNN2JRC66rIbklWx2a77Xral68LrnkK1Uymzmz8sOebFR39AM+khIvusVSPdGtTp2ziJKvhtSV5+oOJtSSOImh+NBLpgPhiYtrbENAFm2xV5cOOYGj3HUYqwb5K1b0k6P20296+C6eHi3aGVs2kum8OFpAEBtdZImPo0mR2T1zfxc7Nrsx2rX7fAmKICtUwBUM5CKAEsF5RYKEBFIAJFPBSLTVVxI9RxaKVNCtLsYgIHMkgDyFjjiQkSA6r7B0WorfSgRkEu26wJNjHj22QmwiH8EpPucVrcSwU0IUlK6EHHbpFICHvQpAgslnH9nurdkWsRX58hFA2MpvPvHRtYxFYyEzP86IiJEMfxW3mAIWUPFZsSpg58RZjAFAHJAZMIkbAKoB23qAtrBlfi1w5ouHvABfdjHihdzEjE5fpbL9k0/x1wnJOZ1JeHTJBVKSUwd5dLNBzHOhNJ9sRKA+AROgdRS6HeP4JMfGso88tqoTpGce4nBeTC6++MtVMps790vloz7Ig15x4b959JirpsTYYkcmWWpB3fGdXgsHn8RbnNWgxcB8C61r6gjWPPJJfdMnB+apQbUpX3yjjy4HvGTt00WHHCFX+TMGns3xSC7bHPyiS67EXq2kLvbAkOOZZ57Jt5mW2+MHfjczP2fmvzFJrMQrUofgIgxJk1gBElBBEjDFqPgcxllZFZCECo7rVjZtrmQIktXGdkFxkOOca7aYkia4SMl5+gVa0iQjuya6HYAFFIpUMShiwCVDsnQEtkLkeW2+baniNZ7d/GGL62mjMYgqk6qozCHfOL5lPOgSt8ZEZnKQwGA70Djcn0Im7OWrWAGBPIij3IuHOBknRnKiiwMuIHQOKMjIPCAR+UkAeQRwoHHe4pAfaAY4dSGOrls8LF7iiJzkUr0hYXWEzHSGiM0858hnS9acXLDLvSNgBkI2uS6X8uaQN3YjJbrYLwaI6Ywz5lTJbM6cE8t5tiACIGerGhVPNoun+WJmARATCzR/+S6exurct9rq+Fh11X9Gu3a/LTUlvuwUCzaJBXJjv7lIRs2zVfNADhvSd8/JNw9OkajFQs2qabaw3bzEg2vm80OO+a8GxEW8jKdbnMngmxg2qc4sycy/VhMcyUM+HBIkAeaoa85ZgbWrnFVQHFZc1157bfkQq0IEJAlGZFYOhYYMBJx8P+SYOnQ75ueqrjvKrae5kuq6wrTa6jok0oFsFIOkAZ8tsESzSWIkUjGwU4EoHltLW2kEl52FlV9iJdnKKfEOBeZRgSoEiVfICoHdVun+/beLVVd9NT7ykcWN4lczbDOBnt0AA+jsFjsxBEI54r+tktxYMJBH+myOLaD4yaX4A4ExzpsrJln49OlE1IvYAod5asY4sfJxDPOdN5ZOOWKXnLBVrtikBgAZUSAyRIpUxRtQHcbIuW5HvZinW8x6QtDZrSAruZRbtcJuObRlpN/1ww8/qEpm48dXfqLKOLUk93xRj7AgnmJDl5pBcmwjW00aQ342BH37zimf0/M/ABAe+8VIvNUmXJmjPsUHRtSj2MkX7PBPI2C+PMIlUnTeo7nimnbSweesV3KMEzd5okfudcsWk9w+wxU9Ys/3JvkPTVq2vL04KikKyGpstVS8igLgnXNPBBEpcEXtUQDcd/EPJABBYZKjIBWsINra3XDDDSU5ihO5mKeQMumCm12SJCtIQTdOonL7SaeikSiHwnKPx5ZFohQB+QCoEAFHIesO2JeFwD9J9tpz/igK4KRXcdLNJok1hr3IQDHybeedG9evZiAzRcwHvslfEhnfvPsKDHLkno+YWQD4pbDFQKzE28JhnJgm4cmBjjjBBvBypRsEbroATIzMM851sslwsEPO2Sh34qxWPDrkDWiNzU7ReXPEnE5j+Mcf8uhSC/zgv5wm8fKBTwgGUdClfsxXN0jxgAP2rpJZv36VjybQoY6A26O6VQ/km5NkbxxCQiTiqW75zR7E16PHcYXM/Ks5sUcoDgsxH43nHx/4p37ZmYRCj5png3l8QYTyJtbInFyyXDefr2Lh8Fo9m+c5W9lnjPkwIXfGOkcP3WxpUh/NyM7MP/tFJhJnBRIUwZEMDjuPyByKAUEpNJ2TecAtIIpYay9w3rGSUOckWdEpLEGzEgicQ9DIyW5OculWvHTRo4Cs3KkboCQBICSTPIlSpDoAOhEZXyRGMQAVkKSdukurnvtjiiNXas/plHAFbFuSReAa+XQqXr4PGrRT/PWvb8bixcvttsKSimo+NIvM+A4c8oZELEaAq6DZDpAJTB0B3+RZlwMUuisk4dH8yZO/EJ063R89e15Q8oq4AM9BJgJ089tcCwbCc2PfAidPiEUucsWnH2DYlCTjOXAjIDlilxoTb/nSdckPOWrTfLk23nn+ImB1ZuHMN3eMVyNk0mWsOWJiDvsQ8LRpk6pkNnp05cc85VcdeBQjB1nqjm+pLxdD49S4Mebl46abHlrIrGvX/y73kdV1LpJIi698ylq3cPKdPn6ykzykqSb5Ag98kAPz4IUc8oxTl2IKl8jLa/VOJnyZpz7EXAzYhBzpMx8myWqSZNa58w9KMHRdgmLFknTFAbiKQmeGdBCAIOlYEJBAIgpJtor43JeC95kjhSJwrguOQxAlQmEJHIK0fSVL4TqMkTRAQSbGKV5BltwcIxkABXSKS/ErBIWrkzJWEvmQBUYvWUmC/JF4BcVOiTVWHHSkttVIUetOdpIov53jU2O5Z+Yfmoh3rrL8ERPx4LPvmIqteHuHEsHwFxFZhHw0Ir+0b44Ou1OnUwsYW7b8Tll8xEvhkysWCBKBIUB5J0t+AM59OvrEUyzVj+dqx3NAk2fj2YyIAV2ekYTXuiALDvvkTk3yRc4smIg4F0Y5pJcd7CSbDjY62OZjJWo08+9bELW/Z7brrtNK3ahHC6H5ZCIEiyI5dIszUsvtsTrkh+uueeRH585Hlvi1a/dUkUOG2kEq6pqN2SmxCeGQ5brzxjhnq63ejXfNI/niZbx699o1OSWrsthW/uEvPxAlWeLkubFqhA7ydb3GGeNck7xn5j+acwxxuAeAABQTkrBiKyBOCpjXAslZh8AhLQWt2IDBmwGKW6FJAHkSgxQAyWvjFaXDqqaYdW6KV+ECgiJCJgrLfGSpwBWLro8+zz2mHgTGdmCjnwz25eonwVYzj25OK3rkyidAU2xiQR5ZfHaNnfSTSya/JV1RNBYye/XV5oVw2Z0+ICXkYwESX9eAVO4sUhYMsfBolRYLYOWbxW3QIF30gzF16vUlFnxPQlcXZOqc5FOcvRuOZMgEKAtA5j7JU9dCvoVMXoDbWHoRkzyQq9PRafk9No/IGBEhXa/lhA/qh7/AzD5zyeOz/KkV78qrST9K4P4qu7Je99ln92pnNmRI5QvgyBaZsw8hIw0xA371Qy6/bdfZnHVhUWUXnLArv2i+/vpPlM7H2PSfbGPNVddyIC4e1Ze4wIrXappsMvnpkEd2sMlrY9UtmeYjOc/TZmMsKuIOV+bz0yPsO4zRobGzSb6b6V/NZedkxRZQziAYXZrVzD0UxeoQQIFVtLm9AAKJVWi+BYCMvKMIIJLmDQEB1OGRjfSsoNmae4NAMStWN4zplDhzsgs0j1zFwF4ko1C9lhTdlNVREhW51UaiAMs15xSm5PLN100A03WyzVMM9LGZLD5l1wAcCobN7EO65DYeMlu9Gk9xQfQAh7QBGNCBHqEhIn6LCfLQZSI95+UBkMVUjIEJWblmLqAAN5KSIzFTD8bltsU1oHfONbEzlzwgVUP0IR7xBWiv2WiMc2qLXl2+/0jut/Y8z38SbCFCWsaSRz7wIgbXEKt68Rxx8csWVF4tWubI7x57TKuSWUND5Zc32GwhEEN1gfzESV3IOV1shockdDXsNZvERP1163ZM6czWWeexgiuy2KcOyYcBGEvSQfjmioOaRGLqzU5JDMXVwQYYUI9sFVPnUk7mhY/qXZ7VNTJDWhYqtxvknZ18k1NEZhziblJvADw294dxwmp+9/+c0mICvmAqZMHWQgsmshBwRKMY8hygCLJr7rEoPiDSYjt81kzhkCc4ilUxSJKuz5zcJuhwBJ4sMoHCeEnSmekYzdG5KSTnPQKYQpMYMsyXfInhi6QqZAXPDzqAVNKt9EmGdJkPgJLJZsVBtkNXlmTIBm9ouDekwBoLmfmcmcUEQIGGz2y1HdItAzUQ88ViIr+ZL3mSV4fnYitnyE8t+LyYDkksHUBujFzKIdIhX+ydl2dxUyPGy4vn5gEfGwGZLeY72ItwAJkNOil6kZjv115xxRWFzPjCFvfoEEfaoyaAUd4QBmKhlw51IsfOIVh1wXcENGnS2CqZTZ9e+ZVYPhhHPnvY7SCHbIt3xi93E7oxY+ixUKjZrl2PrpKZ2hIvvjnUuNyIi7irL7sXuj1Xw+pUHBFSdlFq2PkkLHLtnLw2FsGJp0dzEn/qGpFpEJw33iFe6piOHKtOmlRn5hsA81dbrTC8wGNpBAD0il2iEQhHkZMASaRiNMaKZPUDaomUBKuGlds2wKHzEXzjFaZxAm8lsAIBiyDbfgo0ELguEfkcybBNJ0SeOcZY2dijMBSepCo2K2auYEDNF+cdClsrTaYOVPIUkiIgE4Cd44tzbOCvOOgYsogAz0F+YyGz119fs3QwwMdHgGOfOPFRHgHN9cyNBcgWTPzEDBnwP2uBHK+BDmjVAMIiC3mIjw4d8YiRGOdqL6/iKC9kyKkYIxE5UT/AD0yuO0+u/CERdunIbrrppkJcFj9dmXrT9fs1FESAOMhVF3l/k238VItyThYCNZ6tdKkd8qZO3bFKZjNnHljG6OjUm4WVnfw2T9zYKPfu5YktmeTTqX4QhOfuQfXo4afkJ0TXrjuU+rboqifXxZFc8sVO3OQA4ZFjNyO+/EJumg2dlVghOrnRnRkjbw4Yoje7Ntc8V+ueixM52ZVZqJCYWNGL5BzGPvXUU0u+2bQcXn3gD80is/xupg8oKjrJR1yKTbA9BwjBRHj22woGqBWEAtGtSSpyEmjFadVyXtEpQkWhGBS0+RlggUegAiwZ2cpLoNeSzi6tsISwj166BJy+BKxr7KQD8ZiH/HQrVuT8uIFCJB+BJqkCFRB5rbiASZL5AqwK1mpFjsQj5z333CvWXffp6NGjcfwEkHczgUI8FCZQAQji1vF4nVsYgOSbvCAgRW7RARKAyQUGqICP3+KgG7LFRo7iTR+Ay63uTGzllmx2kKtmAFM+kJtuCVFYhNjlHD1imkRGvhqy+FlU1aHOz/+ouOWWW6qEJi/sIxu4E6hk8gt5G4MU1aJ6YKN8k8fuXXedUiWzKVMqP2+k+6MX2alfY+lR5/xmJ5JEpPSqDbETX7WndpGCOjNPLcmFeIiNXFgskRk54qBu5cp1c+jxKI5wkNfocs5cseajfDufhOg8wkob2OFgB/zBEhvZr9bpgSU6YIgNTWqbmd/N9Kl8WzmJlniJtjIJNucVtoJEOgIE8Jy1mis4956s8MjPaidQggMArisA18lFSoIuyNpdK4nViKxMmtWCfHqckyBFqhCMU4AKTMGyCamx1XjkKEGKW4KBwUoOiIBn6+s1QiJXYvkETMbz1xzFo0gllk5AM94jkOh6Jk+eWrYQjeVfzSEz+eNrEnblvk1lNRdrPrru4DPfLExyJl9yJAbIBOAAUw4By3aOfIc5zskrUhIzpEauOQ6Ap8NCiczkFImqB7lwLy8JVi4Rlm4H2ZlrQSVbTYk70CYBygE75R3RGK+ugFgdZAcqDmoF0SZBInALrYVYnmv/b+aoUcOLTPbkQg0LPkfJdnWNRBA/3fykUw3SDwNwpIaTsNifi0nGFHGYb6udOxf+qzG6Ldj0GJOLOJzAA538ch35wKcxbFDLcu5AXgjWNef5yn73y+BELYgVAqbHc+PoUfdPPvnkcujFllTxH3VmvmiuQxFEjnIM0QgaB60WCENABEcSBAgJCKSCdsNfwWdLngmQOIUmsQJlHqIBBo/IzBsOgqsYs6PKZCItY9nENgWsIJGM81Z3oAJIc9kmSWynWwEhHfb5LBRbgIUc4xWRQ8eJLAEmV+2UpVDIUihiJMkOwN5hh3GNisx8NANwEJKiFCcEYgWWOznkrxjqBvglf0Dkua1SLkByCcxjxhwRAwfeGkOGnF3iaREgR5yBGLCyy3PNgUjcD0Iico/QxFHM6EZCbJQ3sQRcubHIuC+mg0KKgE6Ge7VIk1x1Qwe/yEaMxrGXTwDLh+yakKZ881NO2YDY/Oy6N0XUSO3vmQ0eXPkFCRhQd3SRgVjZTL8acU5tmV+RUbmHyze+q0040PWIjzpNopWXXGzJs0irLXHllxzSzV4+ww18kOG8eNk98IlMc9Wnupdnb7JpTsgTHzrMc50M8uTDObgyx3w2wXXWS5MjM/9qTkA4IOmKgvOICrsrcgFAMAKj6Dxi9WxJfVZHASpOCRQkMiXWlgRIrLZWLIE013UkikiQmYIXfAmk0/0Z9+PoUkQKVEEDD6AqJLZKbBKdlVEiAVayjVe8VksrurGKXfJ0KWyRYESrIBSeGAACP9ilqMmjw3gFVFnNkeHYRkVmfgJI0VtZbRWBji/8csidmImtR4QuD8AoPuKNGPLzU7ZavXqdU3xs3/7x0glkV525Q0aA4dc5xAuI5FLNIEMdmxywS97VFNDQKbcWEPkBeCSgRuTAa/aw0zgyzGezukJkiDFJU5dngaOHDLrpMA55iIm6IsdtB28g3HjjjSW3gwdvW91m9u/ft9Q/HepZzZjHb4s6/flGBJ3IVpzZZpzaYIcxSFi9qFlyPBojPp6rq9wZqC01yFYE5rkaZYfXyNFtEv7xmU5xNF79Gkc3+eYhSLmlw1ikLAbGkc0Xr/mjxuHOHPl03bz/0w/NuhF9++23l4821LLqH//4xxJcCfz1r39d7et+OffB+Mpq+8eAAbMLASkqyVEICIPDik8xKXJFhiAERLFJoCAIFLIRGKtKFp4gKjjnkYHECpzESaakkiVwEmF1AAxdEpmAkCsycqIT0ZJldfWazbkykiex9LKBH+zymj66JR/ZShg9yNQ5RKpg6VEsfBUDhO1adhS51aV3xx0nL3Myu++++0r+Hn/88Wqe8snixYvLv22Tx+o/aK35BoDOTLwUvEIWb3bqmm1JgIJfcmxLmDEXU/HUCSM1JKZbA6A+fc4rPrZu/WiJgfnipzYsgGIsbraR4unRYkEXUJOHsCxm8iTWrntOR+qUHwuIeeoK+dKPjLMLUycAKI/yAMwWI4RHPrI2T+3wmW1iYA7b1Cod8ut+mEXWuZ49u1TJrFu3yucsxVDM1I4xakE3SpbFQJ0jKAut6+qEffxyyAP/1Y65fFD36gjhZActFq6JKZ/gjX/OkYeMM5bs5hObYIot/BdHOMrXxtMlr/nIbwuNujAX1oyr+F/p0vjABguh5/+nZKboX3vttbIqSmjtu2y2Wbfeemviojzm15m22OKHBQACp/gl2XOkIahIw8cYrHhITeH7LJjASriECpoCV2CS4FEyPRfo3DpKooJW4AKsWBEI0pHkJBZFqCBtN8w3HpAUoRUb0VlFFB0gWEWRroR7JBtQbAfoBlwxIZ+tzkk+O4GSLPP4rlgUJGAoFuPJZ7uVlG109unTb5mTmfwpMH4gr9q/xx57LFq0aBF33HHH29dqyMy7mbZqyEqsFK3i5Tt/FSl/xEW8Ack4udVB81lO3VekX7c9fvxNxccWLR4qsUak5gMp4CEycVMjZAGuuLFB7sRYjQCcXMk1slJfyIc++QWeXPTIUhcOY4HbPVv2k5+63aaQO7KQBPDyMxckREo3v+TQWPaoKx+epZu87t07VcnMNlOdqBs1RK4aTps9WjD57rqxbCcbVuhEFA713LnzHrHOOg9HmzZXl4Va/ZFnwRBjz8WLLNf4iHS8RohqTYzFxFixhjd+ihdC8hoZ8t88Y+1ckvScNy47Mj6QafHnPwJz0KursyAZW9sQ1dbhh/l8iXtmACARbdq0qX5OxDn3ihYsWLCEHffOfTJ2XuWa6N37khIICRAUK50gZvFZ9ZCYldKjlUlxOu/mqMAAYLa3VkFByoTqkhQUMkQKriFK5KCgkBOSstJJAMBJMNI0l3wF79F1N2+BUXJrOzF2AaD2XvKMASp6kDRw8QuI2ShhyExBKjy2sREA6NW9AKiYKGog8FyhKKa+fZc9mS1cuLDYhixrF6MXX3yxxECxL5HHGjJbtGitcm9QTpIk5ARIEBoSEHe5UOBiDPi2S7aW4iZWwKCG5Lqh4eJCZl26/KbEFpmJEQABjkO9mEuOuIiVMXIgXupEjAHRWHrp8AFYr8lACBYU9hkr1+wGOGTmBxD4onNXH+yXQyTlunwh2axZRCmf6sX9Lq/ZY/vLnssuu6y8w6lGt9uub5WLGyLjAAAgAElEQVTMvJvpHBvYgigzTmpIXvhIN2K0WKQdXiM1h3pSn/ndTB+alTvdXS6c5NKj3vihHvlnHHw5T18unsiLPWrWeDlFoPSJl/NISX75qw7kN+tXnMUqt7YImZ3ywg+3aJxzwOj/+buZf/vb30qidDLY39/8+fPLf+JZgsm8eOtzZpIG9IqBU1nMigEhCAhiERzjFK3ECq7H7G4wOnKRJElwD0VyBF1CJEfyBErRIQUE6SeEEBTCdbgH5/6AIEu8gw5g5BdSASZ6JBPh8FVX5TNJgKXgdYbkGIcMJZN/9LMLAfOBTZ6TpQAVioJAsPTxxZiUI070Dx48dJl3Zo8++mhZLBTdokWLSsosRrolJAG0S/zVkJnOzHV+sJe/Ym+x8JEKr10DGgBAOMYjPjn18QXnxAiJAEH37p8vPnbr9tuSJ+9c52Iif2oiOywARBZiA/B0AJcOQxeihsyRe11XdicWMbl2TazNox95OdgsHp4DYi5obHfIF5mIUS0noZqH9NhIPyLIbR3StvgZU/tu5qxZRxRi4Lvcixn71IP5zjnUD73irDbZ7ToCZiM72Lnttv7/5znRu/dhRbd5yA9O2ABfMCTm5vJTfeqe8k0WuDHWkQsEnfIIc/SZTzZCNUZc1Kt6VgPqm2zjPUfYat9cuPKaXfLlNVnVWxlLFNyH+2KJzuzuu++OJ554otxbcT/opZdeCvdf5s2b924r5s6NBc2bV1dpIEVgmRgBcgicgEgQQCl+wRYUY51XwAoZ0wumOVYLyc6iI0NRmCtB5Ch0BOaGqf+lidh8tgdo2CMhyFVx/X/27gParqpcGzCdIPCDmECaNLmhiwRCjCE5lAABBIQIkSIK/KhXULEAKuVeUVF/5KogKEjTSG+JQBJaVDACEQJIwAJcsQCCAtLrZd7xzH3ezU4RSXKSnM1/zhhrrLXXmvObX3vf+c211t6H8yW95JK4SA+BmWmNIXk8oVLqI0CJqMKQZBKPvoJFJ7qyBcnRn3zX6G9DhpKMbDqqUhCC8V1TSWy77aiy7banl/PPf7W88srs7p2XM5Z7d9xxR32dwSTkz31Qb8BLxvHjx88stoXM3DPj28QKkAHP7QV+5QNgZj/A8y3/uQWRd8XYKkb2iC3LzDXXvK363PJe3FS5CBAhASQi0sfEwqdAQl97uSFW2ppg+E/8kAw9tEc25OkP1JaQlj3AaQN+vqc/m7Q1yYqdWMgRMsSRTDFEitqT55y8tE9lJD9c32abLZuV2Yc+1KgK9U1uyCH5pS/d2cMun1W0contyNGkjRiQSIhH3mZSNl6qTXnJ1/rJWX3kaCYchALDSItc8XAtkyqfwBk/izu/iAVsyW3+kAMwSid45MsQJ1v4CYk51s9nPuXrBx54YOZcWwifZiIz9z+A4MUXX6wMj8QQhYcAs/11VmYcLMEvv/zyei+Bg80CjEoC+KyKksRmYI4UbOclaZYlwO88Z0pWm2PJzkGCzsFkmNEtC73Jfdttt9UXIhEZ0vA6hYpC4hhDkks+jpdEgk8f4JBorgMxApTQggJ0EoWukkmysFMSaUMf9rHXOdfIRYp0ozNCU41KWjpLKm0ls6Tko9bl4Gw+nssTQPr444+XVVddtTz88MM1bpZEbsb6Ycs///nPM0tsITNfZ6K/WNgktiqKL/mCT/jKNT4UFyTnPpt2JgI2yxfnr7766vK5z91eK7P11ru7VlNsBxq+QPCqV5uxxBrZuQ40Kil+Nmba6keGPqopgEVGYgGkfA+wYiZeSAVYgdF1sUJcNjFnr/wlU27JFxOyCU+eASh59NAf+PWTZ/oij622ek+TzLbbrvEOJd+IO7vkkLjwm3FdQwj0RhD0RM5yT37Qx1JRftBLFaof/ztGbvI4pEqPVLtyXL6bePgAmVn2kUl3lZXYISiTL/1TabNR38gVjxAZHekjb/XjT/rzPx8bl9/ojxhheJH+d6ZXXnml3h/IjePGDdzdauK8/PLLM4PAp04yk3icggiRgwSQGILPcRzJMYILFADMCRzLkZLG7MdBEkeZKjhJWA7N7MLZElfSGcNXnCZOnFgJTJVgiQhUKpRJkyZVENCBTHpIAmW4cTg+ZCeREI+lDDmS3rHH8BJP0hkX2bruGuBJ0IDCmJISyBA0mZJP5UJvyUAH4/IXsHro0VVk9thjj9UHK+S54f2LX/yi+vDpp5+u3wVlx2xxbCEzL82yW4wkI7tUvYAopmy3RGc7GwCebWKlH8LmE1UaAvSdyC9+8dqy0UZ/LuuuO64mPR34ESBDjogfYZEnf8TExAIkyEtVZlyg1RZYxJMPAVYeqcKQFhADJX0RCYABYnLRZIogjI80xU+8TETGN3bAKH7y1nX6sNnkxR/u/ZGPIMaO3b1JZqNHb1d9p+pDrOIvd+jBpyoYMowhp5ENOxAEWao0ny0R2SNP6YQs9GGXNjDHhvhSXsFRSNc1vpbvZNGBDLnvmL2ICdFpa3y5iMjIZy996UT39HXrR1xgSh860lc/8eR/ec6uRfoAwBdDvTuTv0ceeaTO5iqdOf51fp0JQ3OkREQIkhoRcbTEAQKkYIbSRhLpw0ESjVO9Z8QpNsBQNQGGGUkyCbwkIJNzJYoymLxUBEDovo1q0jlPTJGKwAmK4Aqmjb6qCIkiaT2dyhvjgKWP8SUsPekhCexVCe6lAbIqhB6AT0+JoD0Z2hrXxk6JiZjpgcgkg6TpKjJTod599901VJKKjffcc0/9zGd8OttfC5n5v5lio12WFcDDHrLY6wvyYssX7DIx8SMQIXn+NqHwi4nGXiyADaiAECkgFwTPl9qrVvjCMV/yI385lj/ayyu6ASBAZRlpYgRaN/lVNCENEyS7yUKG8oocwEOCiCYTkrx1zF7jipH2NraTIffEjwwxd2ysgw/+UJPM/J6Z3JRjdOJH+1Zikfv8Jaf5hD6Iyjj8KXZ8Tj7bkQ2djMsePuFP150nI4WBc/qSCUuW23xCBvmIRu4hIX5DYGJCv0wE4kNHPqKj88bVTn9t5a4NuZFHH+dhmVznk3uz5dwCPFGXmaoxlZMbyPlzzmz4y1/+Mqdm2j94yuVl8hK+R9d40oe4JLbZTPIABoAjHOclOxKQOMAtcRAUZ/tKFAdKaLOloKgKJJy2zpMn+RGjxJLYqjPBlUBk0ddnG32cM75ZlwwJnmRBWOSzG9GSgdgktWrD7GoG0g/pSUqfJSLZ2pqlAVD1YNY1juv0lxQAb0zBJp++7HZe0gFLV5CZm/1kucfpDzmojsRQuW/Ziexm+2shs2efXaLqhIQRBdIA4oAs1ZOkBR6Eoo24OSfhTShsFGsTAQISTz4ALO2RmDhpD6A+A71qi3+Bhg/5Szvkyc/igjwQBaACjbHJlEPiQ1c5hxRcQ7ryxYRMFvl8z0ZxR77yyCrE5EcX+YZctJEjjgGXLPLZp8JTiciDT37yY00y83UmxJG36ENmqYLoZHz9kAUbtJE3/CRu/OBc5MsdOsl/8eAb/uZTbREM+ewn3zmfERGycl4uynvEh/T5Tz/t6QuT/M1vfKwPorQni92wBAf0IFv86U8WXRAoWYjSymCRkdmUKVPq0kyF4n5Z/v7yl7/M/Cg/FxqrzHo/ZJ11bqxAkpgSnsEcxShJECcwVgJzLIdIdDOP4HCOREMuriGDEJDAA4l7YGZ792gsdSQh4pSsgGMc/ehBJrJAHGlLtoS0FAR8SeqmKOJDWJLAZ0BUoVoukSWRyBU4AZaE7AIattDL+JIAySJBZE6uZRJAuEZGqhHXJA7AzC+ZiZensCon9y3JmzFjRo2jm7CqI1Wn+zwPPvhgSwRLKTOR2ZLVLkkvgQGG/QBEfzbzAeIw8wKZmJmZxQ8wEI3E9lkMkIgqhp2uIR6k7zNf8JUJSqzIAz59gVk7pOEVDJvYABCAkQOY9ESS9AF+8SDTpCn2cseTXMTO5/Tld6Qhv4BYvOmCTACa/kCZCp1dctk5OslhuspxOXTIIQc3yWyXXRpLWvrLDzL1t9FZ/skheYGc5aLclmtixN98bDxx2Gyz/Uv//heXd7zjv+p4iJAcPmIHe+Qnf/I33ZGLjQyfxU0fcfL1P991pT/5MEknmBMDMZLf/AoTrjvnM987J4/lhmvGZit5xtfXKmvAgAE1B2dOtgX/aaYHAHMzXF6aXXPNKTUpJIQEYaikzHc2GSzZsHWeMjEeyIFeQCUX0CAUTnccIrBP8ksOwdceCBCipFX5aSOhJZwNsbjHgszytC3VkfOSW7LThc6CCjxmaTewVVySh06SA3gkhlkKuOluL8klq4Cr8NwrQrLGVA1oI+Bk0ROwLIc/8YlPlkGDflI+85lXy5xuSc5NLOa5bQuZvfzyEuWSS9Yq558/sJx//oAyfvw6ZerUYeWGG4aWiy9eo14766y3lXPO6V1+/OO+5bzz+pcLLhhYnDvjjLeWs8/uXc48c5Xyox+tVsaN61vOPbdfue66d5Wrr964TJq0YW3v/IUXrl4mTtygTJkyuNx449Aydep7ylVXbVDHPeecPmXChH8rEyduWC67bO0yefJGVYdrr31X+dnPhtTxfvjDPuVHP1q1nH322+qebuPGrVZ+/ON+5aKLVq9jTZ++TZVLd9uvf71DmTZtZB130qSNyuTJG1f7rrxyvXLzzVuWK69cv4wf/2/1HBlkGv+CC95ebTrvvAHl+usH136XXrpWPXfWWatUn1x99WvfAEBm8gMxyEd5higA3STvGgKSm8hZjsl/uSRf5KRcRD6NnGv8Q5N+/e6u+SmPEAYZ2iJTBI4YyZeLKluYI0O+hnz0QYLy1HUYQUjOkamdPu53+Uyu/IUpGHHN+eAFscEeTNrDLAJFlh42LbLKbF7AEDJbbbWJNQAcJIDIRvAQmFkIQZghLF0QAqcIikrJEsIMIzACqrrSRrARlmRQgSEEM51gcbrP5Jr1nRPUkIqZDQEJKoISaO0sN82qSNSxc8bTFvlKHslmGWFZI5B0obcAkkt3+tpcF1CVQqoF8lVpqRDMfuRLKvayCenTfddd39fl75nNdRxbyKwU81r322a8+n/Kd18ZVLf7Xl2hW+oYv40Z0/j5dERh1WGTC3LWRKbaQwiqHNhQGcplEzYsqPJVZ6ohJDN06HE1R/r1u6eel69yz0SucECUyW9kAn9yDBYRC+IyfjbVJJwgH7mucLCZjOmhfX4tmqws2U368OQ6uapzOQ3nbIUDeY4IYQlmFvl7ZnMDhpCZ/wEAzIxV+ahqEFNK68xEAseJnICkLEGAH9G5JggCDvQCba+q0oejVDaSwhjOIcCUxu5RIE9JQD59nENAEkCCaEuuGRFhSSDJZVwzlEAjLURmmSlZBJoM/QQNOemvjwRJ4kgMSYY8tUeM9EyZzjdmMIkkIbQbMmSL0rv3d8qXvrSIK7O3LFaeP3bxcuaZa5YrrtiiXHzxO8vZZ69dLrlkk3LhhRuVK68cWsaP36x8//sDyqmn9i3f+17/csopfctZZ61Vxo0bVM44Y41ywQUblvPP36CcdFLvctppA8pll21az5133rBy8slbl3PO2apMnjy8TJiweZk+ffdyzTUj6nWfjXvqqf3K6ae/vco+77z1y3XXdZRLL31X+cEPVi/H/GpYGfLy6Lp9+/aty9Spo8tNN+1Y9TrttIF1rJtv3rl+pg+d6e/4oos2LhMnDqubz6ef3mh/443bl1tueW+ZMoVu7yjf/e5q1T7yrr++o9x6625VHt1OPnnVqhd7zz13vWonHck1Llvpru1OO+1YYytPQzbyGxbkAMIxUbsuJ60sLIvlos+um2wRnhwJmb31rdNr/9wasXpI7pqUFQcqKCTmGNnIZzJgBenIUXo4B2c+Z1lvbBiU38hKX7mb3CdTTvsMI+T7nPymlzb6kqH/Iv9u5ryQmcrMDWFOtYTy8yiOERXAc1RulKtIBFIgBFFJrTxGLvb6IQsEZPZRhru/xVGcKAA+C4jPnMapxreMRWIp6V3LDGWGccPXbCOQ9JA0yCiP/pEVQkLEfn/KPYwkoqCZAQUNOdNPf3ukSmdJYwZL0AXVsSRGxGZaOtGbDOe1md97ZnMTs9naqswWW6w816tXXSKzBdjEDMAAUpKzna3soLcKNXaIhVixn//5kT9MQPkGwMCBt1RZfCtHVK8mNMtxvgAqs7s4kyMPxNEksvf5H26S2WGXH1EnQdW6diYveebmPdnIQIwAW3zEXbzZIRb0c13+0cGE6bwJkL4mG3npdoE+bEnFoepgswpGVc4nckelLY+Mp1IyJh/Sj27so49NvOW5MdhAb6/0aC9Xja8//Yw/fPjxtTJbeeXbqh4mQjrxHf31gwnnxYV+bHRs8nQdXhI78eNnOOAHOYmAxFDbtCPPNTrLadf5Sf6yFS74njzn2aja1E8M+bMt/zvTgAHXVIMkPRJwP8hTIs7mUOWzcluCq1YARdDNPkkuiejeQZ4qCrjPbs7qI+lyrwwBcrQlIBBIEAnnmEM535NQ4wEkhyNVZCZYEiYEKTEQm+SSpHQSGMmkLzBJMtckHz200Y9MemqXpKIr/dgl6OzUX2KTZWa0Jx9YyegOZPb8csvVByuWOYjEQxXHCJ0vbc6plPkqyQw8kpk/2ST5AcWkID5DhnylrLjio2XzzX9VSYX/AZEcYJUjCNRkwe+AxifyR9zEdfvv7toks72//6EaX/2RiXggK3mDYMRCziE1suWd/KMb8AXswAaYNvG0sYPu+pBJL/rSTV7pgwCQF/1UVXRgO1Iz8eonv+hBB7lJtglcjsgF5AMrclsfT87linHkNR9oLz822+zYSmYqM33lD5kID1EaA57EQ96xD+kay60UectGviRffz7VxzU2O68/PbU1USE4bekldzNJ8wGi5A++IQPRiZm8prN+ZLT+ws5sk+gCOjHfDwAGDfpFZWPOlWSSVULlSaMnS4KOXBCKQGJvyYWABEAfL91KEI6WfBKETG19Rib6SxZAsaw0E3AwBwosp3OwZDOez+RbYiJMAciWkth1QTCzOpY0xgMucgE0wEri0AlgBZtcyaW9veSwPA0oEBwfaCvw9JWw9LR1BzJ7Zpllqm89+URcXgr1zQHxMKnwJ2JDHhKXX5EFQgIu9iAUr6sgAcnuYQ+AsBuhiIeERwbyhFx5YTIhBwBMAuQZF2gqEE/epUlm+/3gwOrDkIBcAlr5k9iTbVy+Rcz0Ff8QEgDLH5W8HBJb4yASuso5ssQN8Yi1c/Qkyzm5og3SQXBWHnykvzZyBmnYyJVHCEYbhEe2jQ/lo2t8a3KkvzyR24MHH1PJbODA31WC5Fukbc82vuR7OhjXMdu1oUt8Sp5xkBbboxMf87fz/MMPrtvDBx1ggy/lNMzmFRu5DgOuGx8u5T6fume2SF+anVuyPPuUZ8tqiz1cttzy1lqpCJKgMByxYHTJKmCSPOU7ohA0DpW8gmiZaakiwV0TaMHiZAHhKAmp0pFYnGYMQRIECem6GREwzLCCiWhyDcFyPkIym5LjHH0Fw7jkSkzf82SPxBds+wqszneEAEilQm8EC6zs00fSCLqZUrIIOrDRjXz3G9gtCdjZXcgMiJCZ13S8AmMyQWriwE/IGYCBJaDmW8dAzRZxzqszrnlMDxxiA+BuB4iZOIiRjX/EVRzt5YecQBqu7XbmXk0y2/OU/epkw9diay+/+D8VBP8DoriSY3ISb+cRkwmUTkAHoPQ2wSBaEzAbxVpbfeV0qnzX6E+uvXHIkT9izxfiagygR2KO+YwMfpQDfEM2v8ljdrIDYWpHVzqFzAYM+G2VLwZyDpmSadOW38g0GceffEsX5/je3tj87E0D978c0yGy5CWb6J1je/21t7mOpPmHD8jMhGYMDxBsbVWZ+TrTi7161Te8vcvDYMnBMEShUmEsMCipkYtgIqw4H1lJRNWAJM4yE9FJOAFCDGZR5TPnkymYZJmZjSdZBQWRSQ79JJ4EI1eAtZGYEk8AzJJ0QW76ABjQeTDhMbm2EhxIEJNAmvnI0seWeyr2gksHxEtHDyAkAlvYINGNS47PbNe+O5DZk0suWZPdhOKdNUtM73aF1PgD0BAM0pf84s2OTEpA5sa0fxrii/6AZ4b2kqZYshXwELw9f2eiEFdyUq3xFV+L2YHjP94ks9Ffa3wRXAzFTLzllxjLLxUJ+a6Lv3GQBvJBEsDNBnERH0QjdsBrPBMUefqyEWjlAZvFWz6xO3JVLkhLOzktL+ULwLsmb/hAHiFXMWezMX2WD+TLqUzS9JC/zh988LfLsGHTS0fHZdVW8tnIDr7J5C3fyENgxneMWPiE7vTgY+fYCkt8YDOWjc9M2mKqbTZ96emzfnxmr8hgjz76m6j4wjU80FZPM0Nm7pN5YdNMwiDGCyxnSwzAsMySABLQPQKzoWSW4KocySYhVQJIUDLYOI5zJQu2BwzJQL7kl5iChwRVPxJOUOhCHmLKUgR5SX79XRd4CUMHepEjkZxzf855ySPR7CWk5DGmoNFPctBRUAURaDMbShTjSCzgkFiSwmfyPve5w8u7331mOe20rvvVjLmtrutLs4stVp5eeum6dPF1JWQG+HwndsDjoY5q1Xm3Ayz5EQ7AIgWx4E+VjWqJz/gRkJC8xBd/lRtfuC43gCD+AWZ5wL9iCDwVZKe/v0lm7/lCA1h8DMBk2owh9qobREGGWPO3a46tEuSaJZpJC1khGnFM3MSXXkiZjiFb+UY/yzq5oopli7HpIW9M2CaD6EQPGzKVO/LYXj4ifvjgCzZbDZg82M1vctFY5MGWz8aFLVjgM3bQkW42PiHLxgZ2i4/JlX5ixNY8LHNslcBGMbaHPZvKlH/40bh0MbacVtV5l0xfupBHtnjZO+e4rZaZyOyFZZetic2xjGcoB/qcikjAOMOMYOMoG0cBh83b6YCD5HKdHMeSQNJJOADiXPIFyaxgOWRGJUdAJbBEkbwITJJ5YmQMyWpm1U6CIxXJKAA2siU83QMQ7ehKF8mIwAA4MxYyi55kSwZ68ocqQXJm+eAcu7TbYYcd6/2QRf7fmVqeZvKhWLEfMdgDAl+6TwVcQKcSB0r2ACs/ApQlpntr4uOz6owMvpLg/Ag47ol5UGRC4y8EaAJBEABKBzHip6FfHdkks40P3axeRwZ8CrSIyaRBDhnIRDxMRsiU/uJBR5t4GNcEJBbirm2qHHYhcnGP/XR2nW5yxMYX7EQ07NTH+K7RJVWQsYzLB8jNdZ+Rv/5y1GSP0PjMMd8byzkTBJ3ZwBY55Rjx8T05VinOG9d48l+usosc/ZFXCEzlZLVjj4DkOp/xpbb6RFeThFhox8+23G80SZHJh3ylL0z63HZk9nznjWPOlIBZQnGiIEsMCWeZwiHITBuBMBMIqlnOTGi5KUhxcO4tmQ0ygwo2ckR8+nG6ZHCvx15/CawKEgR7cpGkTXtJjAh9lvhJaLJtgohABcl1QdJe4IwtWRCge2USSRIInuR1nk0IFMlKeMBFpkjSWOzSduTIrbsNmT2z7LLVbvoBHRtS7QI1nyAiMWVbCCuTgmoAgNjs98+A2qSy445e0PxI2WWXxi+f8GeI0WsJYgWQcgFQ5RDSkDfuiRl38H++9p7Z5p97T23HpypE1RLCE2fEgORUc/Qnl16IiJ7OAbixgFeO6uc8MpJPckhc6QHYyFkMEZXqFOnSnw/Y6Fh+W1FYochzeWcT4xAFWfJJXsk/55G7diZit1mMLSfzQEneGQdp05OtfKMPX5GDvOQfm/mW31yXo8iNb9gsf41nk8fiTBc4pKfziIgt+hpP9WeySnXLZ/Kb3/RFWiEzE7r8EE9jwcUf//jHuV4ozG+HeX6amZ8AkigSJzMSQpAMSMRMnxvlHIGYkBmnJeCCkNlE8gk6JyEIfThWkAVMgBCiQJOLBCVrnoZm9sqNeGCQ4HRKVUhfnyWBoFoeSgzgFVAJgFBt9BI8Aae7Y0ETaMnMPm0EUSLxA3skGfJSafAF8JllBZp9tgXxS7NznQwt75mxJfpJYCByD4tvTQLia893JhNAU0HwtXgiPYQiNuLGj4MHn1gJe9Cgu+p5wLJEBX6gRQa5DwXwiITfAJvPAHjECaOaldkeJzWenhkfwcgHIKOneJhs6ElO9KIv0NJNVUEH+skDutDDmK4jKxOzXMuykixtVEhky0VLPzo4b2yb/HGdHXJAzgC9FYV8MUnkS97IA6nKF/LkEOKQf2KgvVzjU3qQx5/0Zo/ziA025JLcll/8Sg/6GBeO+Mg+RGZcxzY+4D/xJlN82W6c+Igu/Eov+iJitvkcUmMbcjPZ8SMdZvvtvLlOzrnvMF9k5pdmJYokkfwSiPP97IuZSqCQDWchBwxujW02xN4CyAnIxGzDmfrYA4hjBGfGk1QCYyyO5nyEKIkDKkEl0zmzLSIRgNyYFFTXEG0C4xyZkkMyArVEQlBskpx0lEQCKJCSTjKz1WfkRR99kKSAAwUbnQN8VYsgJ5l23PG93aYye2655ap+CILfAIf/+Z5dQM7XgMM+cRZfPpDs4qQyExf+kuQAOGbMZdXGTTa5r/rARABoKjs+5FMTjn6IX7VlPNcQBV32Pv+AJpkdNO7f6+Qkp4wLkGKA/PiYHlkRyBdLY3klRuKKaNmS3BM3QBUjY4m7a3KaTvbOs03c+AXxID/3EFVt8sn49JefYi+f7E2WdGQTfU2cgM+Pxs5Ei2BhgL+RiT4mT75knz3SYQs94Ime4uCzDWYsUeUdn7rlYzkov+FODsMHXxivEZ/GP8k2Nt0VGnT0hJatMAJPdDWGz4oMurFPO+1zjt1k03OR/jjj3PLg9075n7LUYi+VNde8rgZPkIFfhWKGEGRBFCCO5ChGC7CkkhCSRWDyDhlSkpTuyUgQjhF8sw6gSTCg4mj9VGLGQBIcTj499EWoWd5yOBAKguWEd6iQlwAKtFlMQFN5SQbtAlaBM54xABAAJCdyI0kKOTUAACAASURBVEOS6M8uwJCA7KMzEEkcyUBfyWqc3Xd/f7chM++ZsVk8gIR99AcOtiAWJMB2YGAzIGrnmG3A5nPOi8s++1xVbVx77dsr0ZgsyDCZ2OSKmIqNY1WgfAEGn8n4yJWfbJLZvqc3fk8OcPke0JCNOIs5kkR0iEUuITZ6ySHxZhvfi6flvrjbuy4Htc/4CIdt/EJnuaWd/nTmn1RHfKQicV5+6yvX2OGYDvymEkJMclgu0JVf2amNnEIYIYkRI7xm8qWyxRafapJQcs9YZCkM9DMWPRF6CNF4yfvknT38kAMrbKI/+5CoYgMRIsGsUOCXr53jL+dNWCpND+aQpr6uuyXEv/fff//cUsp8t5/nyizfzezff3I1lGM4RXIhI0ktwRAcxzMQ0Dk4sz4mF4AkpJv0iAsB6AdcNslqWSlhBAHJIQ4zuGQgjyyJJCgSzliShpMFQtD01VYfYAEuSSR5BEEbCW3GBQzEipQth+yBgUwJ47Mx6KfiyOyl9HcPBJl6Moho2awdUuMX2wc+sG+3IbNnl1222gCA8ROf05+/+Bv4EDwA8jV7+DbgFV/XkAibLct22OFH1cYNNvhNjVWWYciIb7VJToiHJ91IRfzEWh7se+GBTTIbccyoKgeRASS/a4dY5IJ8Mz65jhEmn4uxmKnUxU2skIa9nDURsUcuii+5zpmk2Ai4QG5DDvKZrcgE0MlHbEiJPPmGNHy2R/bJPX3oTBfjqPro7Fg7+YtEG8RwZPXfiitOqzogRLLt+dsEy670Tf4jUNfZx3622rNJ/ywPHSNCurBJXOEAmSk+6GDTP3H2WQGAyDzVtOcj47kmh8id40/tzzddvb6AeSazF0/5QXl4qVXKTjuNqYFSxUg+SQGslhMCbJb02XlGcqhS2HWGC4ygW2J4r8kMgxCQgaWCJAcOySrwiA+RSTqACOFwJllxrBmE0yWkZHNdf8ksmRwjGdfoBaySIuDIzE5XRGrJAowhSYkkwJJVoiJB1wGVjggQqOiK6CWY8dgHAFtvvW23IjOxSvWJ7FM98ZM4SdRMRECH9FQF4sMH2mjLT26cI5P8qzn/A8DkYNOWHEskwEZK4uspqXugqjM+BkR5s9uZY5tk9u4jR9aJRw4hVtfJsfF9yITP2aCNykpe0kuOyjHntdEnpCw/kGgmOroBtypEnG0qfESA0MQcQcgxuUlnZEiGGJPNN9rIZ/kk9/iIzSYIJKLqpY9NXzkoF1WN2213dFlrrfvL2mtfWmXKefbwoRzS3jgISd6LkY3v6MAfclA/2ECS+rEVLrTV1yYmYhpb2cVecuEjEz69je9c8EUnOArGjd92DwCeXmKJajyHIicB5SzBFTzJZtYURA7F9hIBYdi05QCzmRu+voTMsSogTwD1t7km+cweQCdQEk3iCQJnkmNWI1MCcr6ZlGM53nlJr61kAkTHxqMfPcnyGTHpZwxjIqbYZxxJQJ4NSSEBpMpmyUo/Mzc/SGYA9dmyzV6fbbYZVfr1+30ZOfLV0vlf4V5/2lkQVzsfAPhupooYsOiIvM34/MMeQPA6CjDwIXCKkbgjbvYBNyCqrhAZcA4ffmolbA8AkCNZ4g8gwMQPgAHUYmnisMxDAuKAHHY9Y88mme18wu41h8QpN+b1RTzaA7fY6gd0SJeuKm16ySlVs1jSn74ADIj0YJtcEG/5GvJACuQibHnhOlvkhqpFTiJMuUoPfpEL5CFq/mGb3JEPxtIOwdJF9Usf5/hF3tFLrpBtHH42UWonP9nHD3DBXjko58WKTvxi8qCv8yZ3smECCbmP7Jyx6AMPJglk1lqV8aF4WUqKvzby2xj6BUPOGztk2Fa/muFpJjLD3r62wmhOF3DkkUSQaBzPUG0ET4A5AdglAMdLYoASUKToXAjRkkfySCqOFBQy9RFQcoDB8gOhITN6CSKi5Hi6Wf4Cqf4CIwEkjLEyq9OdzoKj5CbDWHSS/BJSIiA0s7TEiL5slITsJBu4koCSBbCck2CSGnnkH8gsCK76lzI7ycyrGXQKSXhaxwfsAMIsZfjBTK8dImejNvwOuCpQ/hQLcd1jj0ubZIZ89AVKGxCpPsSTj+SLvVi5xSAXTDAHTXjtGwCHXPTpGnMxtWlnLERCR6D22USJNOnomvxBCqmA7OWOWCZfEZrzJk592CH/tBM3sSWPrXIFARkHcdEdyYgpHeQ4+/mJT/hSfz42hnwlX6XITjrLN+3kpRyUU8Zmp3Ed6yMeyIxsFRy/e7gkv0wO/MqHyJdu5CIY19gqX8lDUD7LRzbBF/liLK7k62tPH3GW/+yBXdUdMqOfuMGtccjk+7Z7z+yZJZesimNtLC+oZiHO5EizNYdwkL1gShSzieByvMBIGg4VHA7K0o9TEQ1ZEkWScJo2ZJCnrXERpITOLMqxdEIuSULkIcmAShA5XUI7liwqAglldhYkxCg4AGe5LOkE15j0sCebPoKrHdDQR1Kznz4qFf34RSJIVLO7pXR3ILOnllqq6s5mugGG5DUBqGiQCt8BYYgBOBC6je1slej8K44mjM03/1YlM/830zl+8LKsKo2/5QW/uE+minCrgY9VT5aqiGX3sz/QrMzGnLR39Tvf64dAgJuPxZAO9AdwcTXZGIc9Yp2YALpYsU8OiR+gIie2ig09xFy+sst1+cAvxs9EjJjpwRb5Zlx600vO60dXY2snb5EGEmOzip6O8ggmkI3clfv6wghfw4cx2coeec1mevq5e3qyg52ISkzkLnIkg+78YXJ2nk5iBFvsIV9/cvlHDrOJXj7TzXWytSHPWI7pKbez8uKvtrpnlm8ACIZAcZjkQChAYQaS+BzCMQKIcAQEoDMLcZDAcTrHcZKkSuDMGK7ZJJlk43j9AUTCOCZbYgETHQRLZaVCkxzaSgRBRyKOBcGsoz0dzTBIU4LQHzHpRxfJJ0EBxniCxzZ9yWBDZjeztj7sAFxPd7UzZp6aIX0zc3cgM19noq8YsUOSImrABTQ2eDJr4tGOn/klJJYkZyPfAY3qeMQI/zj2w+Xd796tfkY0Ab89//Kp5ZbYmmSMJ3/E2aSy9bcaP8zoBxqPuOroGj9EJFeAHNDo7BwdkS7CEEfEIFcc2yMuNsmlxJ6d8hZBICH5I0ZiKKfkBJu1A2S2iTsSsCEoNhtfrpFjcpZ/5CIMfeWMPSKxZz97+YT+ztvkM5JCitrxMV2NBTfsNenKJe2MIzdVqXQxpnjERnaTI6Z0cbvAUjNLSeMYn+4mJrYhKD5kk+t8ZizXjJc+2hsv+DSOvvLE/w9Z2H/z/AAAmXnPTOIBcWYVwVFBef3BxgEckVnJNUms4tIWEUh8zjazSVLBcu9GQusnCTlNADlTUhkvMs0srQmrLcdqIyBIRbARmSRFwEhJMtEFACyDJKUgGl8i62dMdnhjPZUbmfRF4HRgX5JQIhmfbSoRdqSaIRMx8Jl9dyEzy0z+4GeAkdxAwH/8qEJBNpLaNXaLq2PXTGaSWEUEtJLcBCJWgI34gEd/hCdf+F4s+F2cnaeDPf+KJ/kjv7l9szI76povVcLRzuRDV76WM8Dunpj8aq0q6ImkjSVWJiH5A9ipgBCWasJ1QGSritTDAuTmmvaIjA3GMg5dEZ2NHvKXbXzCD3KH/4CfHo61s9ExE6j8YSt/G18++mxiFwd+tdTV3tghfznGV3SRm/whNjBlDBMD8qM3UmSD2GSTs8aUyzCojRzw2fjGZrsx6UimMfThc/3ZxY8mFrrIA2O21asZ55/yWFl/sRllvfUuqUtLQQRks4gbrpYJZkoBlcyc7JrAIBZgltCSg5MllEAKhOS45JJL6uyln/OIQNDIQkCIRvKpcMhAQpxolvAZwZlhJbI2+ktQ5yQXACrzkQ0QeC3ErCoRkQ8dzXj09JQt30eUQOygc2ZS40lkAZU4kgFgVBZ510wy8oW+9JZ8fNFdKjNJKWHpJ1klqHuDbORbGxCwUcJKdv7iI/EQf3FHQvIAcMWKD0wigCIm4pYJBZkDJnLnVyRiotEGcPlp1Ek7N8nsmOsb/5tTnMVVjAAqrwfIIXoZB/DYAYxiL9fcWxIP5wCVzQjJPcKQN0CaaOWJ5Vuq0FQ7Yk03cuhAR/kkb/mK3fI3txQQr/GclxPOI3m+IZPvyJOjZMkJe0S29db+CYlXR/at/nENQZl05a9+PtuMSTe5h2jkJx84ZyJxrJ/zMEJXOsCWuMcG12COL8VTPPgGyWlHf8d056uGno3/Cs9W49vuvffehV2Y1f9gMU+D5j2zTTe9oy7bEIBZlrGOEUSWCxzDWZIPeUgQywsJBgQAACwcJ2CAb5lHFudKmiQhhwmK4Lu3oj/nOQcQACbQgggUgIQ4EImkkjzA4FgwyXEtOjpGXJ6smiH1Zxd9BVkgJSa9LGPsjSM5AN2mnUQjX3vJRTezmuDTba+9/GjgkeW++14tr746TyGY/06dDwCeXmaZSgDsCvnws2U6W1SYfOGYrwHHdXaLKVLy/VikwG7t9EUm7DdBIBkb8jCp8DFysU/1pgJQpQEnUkU2rV8093UmOtLB+Prxtxc3+Z9vAUy+yCn+Rhx04HNjswW50Rk4nZdzdNPWZ/3kAT3YI/bIQG7xj2pNXugjtsDuYUZsRPbIW/4jRX4iUz4bM5MBPU2ocheRmzhhx4Zk8kuzvXvfWfEhV2EGWSMlRK4ClFvIhb/pyUf84f6YJWUqKPnIPpOUGGVCZZN+fIZwTcjioCDhYzrzIfmIVlxs5JHjPN8kv02EbVWZhcy22OLuOrsKmgAjEkGSLJJAAjFWIJGVREIkAqDS0obDtJNUAipZyJEcHAYMeXfJGAgJ2QksR0scs6lxORsQJHyqJOQlWThcG31cN5vqJ2GREh0FBEFKMrpKNIHVT5AkSUgMeMhhj31mqwCHXYAvuYydJZgk6+jYptu8Z/bU0ktXHcWJ7yQ5crf0AITc/5T0gIt0xI9fJbWYmKSck/R8qa/7M/yCFPhIbPhT3BFaJhkgRUImPOOKh1jw95Avb9mszDb5VOO/B4mrvKEX8GUiMZZY+VK4eIXQ2CUmdJNjfm9NPsgvstgMzCpGOhjb/TP2mmTJ1EYummjJdsx+1SrS4hOTHhLUVo6xmW9gI0s1/nKdr+giR+S6Y/7gI/nNJxtueETNkVVWub32kavyk3/FBZHSAbmlMnQd0btOt+S0uIXYrSJyjY/kO72M7XPwAot08pmf4AxO+Uqu05mNxuAPfflUHNrq1YyQ2frr31xnZ1USRzJK4BASQku1ZjZivNlbwAFbICWGpJScEkkbfQVHQAQaCQowcsl7QpY3+iMJSa+d2QwQOBPh2HM6MkEq2trTEwjMKpwv2QXYOZ8FhT6SwmeJSSeBE0jVAGCwU0IBShIaGIGCHhJf5SLZyGGTJGpUER2lV68nymqrvVpa/u/y/FdbcyMhr2Yss0wFbSYC1Ys48IsJwxIcuPjEptJgGzKX5GwVI/4BGFWDxHdt3XU/Xnr3/l3p6LilPghBYh7AeKqp2jvggK+XtdZ6qKyyym/K2972uzJgwAOlf/8/lJVWurussMKd5e2HnNEks00Pa3wfkGyxXGON35fll7+zDB3auB+FEOWE3BDD/v2vLn36/L706XNvedvbfts5xm/L6qv/pay66r1l1Kjjm0CkO9Jh1/rrf6+sscaDZcyYCVVHtxmclzvi3NHxnSp3pZVmlBVW+HW1b+DAP5Z11nmk9Ov332XddSdWspI39LCURuL77HNU6dv3/rLeendV0mYDfRGGyeC4475WZfXr94eyxhp/KSus8KdKZquuelfNOzrwrTyST1kyymdYMYEgyqwyxEeOy1l96OM6LKokvcGfdzGdR5bIGyZhib1yAi7gQ97qm7HkNbzLkyxFXUO2bbnMXHvtn1egS3ozrhkPy3MEkgpxObb0tFwUPGwOMBIa20tETkdAnMa5AMSZlqVmSbKQQ/q5Me86AJlJU8EBlvaCSjYyAwBjqBIECnFKBkFyT0FQvWIiyJJAYMlVRZlFydIPwQmixCKbDEmJwHJ/BbFKYnv68gnyZh9ZCFA/Y3SHX5r1dSbxQ9hscK+Irez3Zr5JhK38L9kBHziQFX+wPUDhG+ACItd22eXHFZCDBv22LvFMbpbwP/nJT4ofg/zKVyY2K1S/7Tbr1vvAiU0y87PZ4s1v9Ft66edr+002aTwRZwNCQhBivtxyv5lNXqv8XXcdV9uzW3zYJkZ9+55f+40aNaX+cu61115byTq5uskmp72u3JVXvqViAOEANrn8s/feX6n9ll/+r7Ua4h+TLZ+pgg4++NA5yu3T59fV3zCBTOUu+xEJO503ocKNiYU8xyZ0TynlGkzKSXbKb/GT6/awAjNyVdFAF/iVv2SRb0y2kGuZChfskyPOw20meOTWlstMlZkloNlQ4gs4JsfQ2BqJcLRS3QylWkM6HMWRnMbBnA0knOUlXLODKgy4tOE0BMixSAkpaM/ZwES295TMooKSSomTBY9OSEfZj/gAjhw6kGHGUeEZB+G57hy9kFHITPJIGBWKcQA9RMCm2Oy6N+ldZ68+EhdYyCXPvZHu8ADg+be8pd7s5XO+dC/L5ONYkktS8ZT84slnSIX92qoqgBXAMuE4Bp7jjz+jHHvsDWX77Q+vcZYfmQiuvPLKMnny1PLpT19Vdtzxm2XTTQ+vldwGG3yirLfeIWX11Q8oGx+9f5PMPnFJ4+tLKmL6bLDBx8sWW3yhbLNN4ze75AnStRfbPfbwv1l/VIYNO7psuqnf6jqjHHbYFWXPPU8r++xzZvnIR46ueYkc2QiEbBs8eGwZNMirCZ+qZIeM5I49/fff/4ulo+O4MnToF8uoUV8v73znp8uwYceUddb5aNlssyPK0KEfq7lEntyTp2weM2b/8q53fbZsvPHH6oQuh8mVGzAyfPiWZZNNvGx8atljj1PKbrt5MPGtsskmjVcu5KV46IcI5ZH8lqv0l79ymUwrAD6yiqCD68bgGyTIP2IJe/IbgSEychUbdHKsP9yRC5v5cjkyQ5LxtYmNLvBDbltWZhtscEtdOnIAADSC1iCKlKach1zs4xgzKOeZRYEi4JcwZgFLGTKRGeCbPZCFROZApCBgQKXiQ6ZICriQhOoN8XGyMbVXFRpLQrpOvgQxltlF4ARDcOmTpJHsqkRAkSjsdF2w2UAfIGAfXSWICsSSyniSzTXVinEQoj7kdYfK7IVOMuNrS0yvodjTUXzYzofAksmJT/hadcyf/MB2sWOnxEZwfA6AYiEGyN09GgBXmV111VX14YH4Ok++vnykgt2u5b8zjT218d++jSHP+FmM5IQ8UCnQASmLD3mO6Q+cKjCxNbG63eFYPMXGJEQ/8ck90chESvICoFWV4koGmc7RGbEYn5+09wDEORMY/fjCWOxGKkiffvKQ70yaIT7nydGP3/iDTuSKSYjJBC3v5JFzbCDfJgbGpDe9+JMc+pLJNufIYL/+Nv2QIP2tVtz3pBccWZZaytLFxGZF434aHGSi1peMtqzMQmYe47ovoDrKW95mZk6QcBJeYttLMNWcDTEAhvMIwIwumGYODlcdAFSIxd45AUE+PkssARNEgeVc5wVOQkkeTjcuwkMwiCykpV+SEFCQpgQL8CSVpJEMklDFZXzJI2H0oS8yoCubEKrKkk0CTT5wkqFvgNAdyMzvmamYgVSV6ckk4PMBO0wWCIFfgI5vgVDM+Qjx8SlQm2DM2pY3/EZGlkZAo4J2g56v+Gb8+PF1I1985IsKwDE/DfnyiGZltuVR29TbAnxp8pIf4m1CMgZw8mtISlwQiLHETRsTi7jlvp8+CEx8tZUzAAuQ8tdYiJat4qoKNeGyS74jz0zkxkE28o+f+Es++ywH5Yh8kW9ylhx2Z8US8km+8YG+CMdEohLie7ohcjEwptWGvvRnBwIzNv3YwF56IGtt+M0Y4kFPPoAPdidHxVEMkZaY+Ow6PPnsvC2xki/8w34+bKvfM7v/lEnlvCXeXwYPbnwnjlM4nYMltwRzD43TBT4BU84iL4SE+BxLGIGWMAIjECnRBYDTBSmVmiRAeCmBBRiZaSuBOZxDnUMkZhwJBKjkZ49Aja8//QWJDZnh6O26PvRRaQKPJDFWdKQvHTPT0VPShwAkH9n0lSwSm17A313IDHD4QfIHkEhBHF0TL8QlvtoAh+TVhr0AIrnddzSrs1N1BLT8oI2EF38EBoT6ehhgkiMLcIEK0YixNtuf8to/AfZqhjwRW6SEnLJk1Z9ulvQmLPGmNx2Sb/ICcSGGEJjJRezkjXb01E6FIXfpQj+2y2d5h4Q97TZx5TxdjKUNX8khcZcTSMiYzvGBPLc3HjI0iSBMbeS5vKIDWWIh1+jCJhuZ9JPX7HcO8TvmH3gKgck1tvKFOPApsuM/bdMXVuSjuPEvPcTTGOKirXGRphixzTX+Eyt+I8s1vmy7rzP5biYnALc9JudIgJdYSMMesAVQYAQPaBjsWOA4CcMLnuSWFK5zukCSrdT1ThICRDKCJ0kEijwORSqCLCkEETEJkLZmInIFXHJKeAlJP8ksiNobizwJKThmdPak1JbIAK6NZERS9BREG51UB8ahE+BLTLIRGDDTJcDqFmTWq1clJzrZxJHe4gpE/IfsxYJfJbCYIRA+tGRDbmzUlw/4lZ8tWe1V4ZZoqlWVmcrKpKfy41OxAXD9+Ntn264t/zcTmfG56/Tkb+3dsjBZIgQgpTfgJufESm4AoDyzsUHM2YlwkRRZCIpt5OuTnDWu6hVpAbYJTm7IYX6RB6oeNsUfySVykAviU9XTyzm6yvNUSmSQhXj4WZ7wCdJAIq7Jd9f0p7McpQsZ8o6txtVWLNx/hgFt5aR4BnOZFMSWP+Qnu+WzNqqx+Jud/OKaNtryv3H423m441PLz7b7V3O+zsSZgsMgSSLxgZiDVT4SwHXGcozZ2JIE20sGzuUowZH07qM4LzCCL6BmCE9Q4liyBJdTBQKoJInN/Rk6mVkQm+QDJHolucwiwHT11VfXmVx7iS7o+gi8+0GS28ycmUqwtGWfBJPUApqlgDEFF9gkrzbsAAjnJC95Emf48JFl8cVfLkst9Wp54YW5eZ+iC9vmpdmll65A5E8+QEZmcDFlTwjdPRRJzP9s9b6WyQehsZF/9QdKYGAzX5GFxIAcufG93EAiqhLxN6EAMXKTE3wqFsO/sW1zmbnrie+v/uRT8ukiVojL5JNJAmg9CFKlmXhSWcsVOtr0RwoIkx4I1QMs8aG/mCNHuog5G+QW2/lJ7E3c9KQHXcXcZ+0dk+9YDtKBPD6Rf0iUD+mBAPiafmQamx/t4QfhWRWYUGHMNaTFbzCir1zlA5OKvJPv2qqSxdMYYklXcQwhIUfy+cx1+UxvuukfgjIm3fTXznVy6c9H5Mlr8txTa7t/AqwyY6AkUulwtiAKlgpE4kp292AkamYaiS3IkpLjJYIE81lAEItNgJCcX760cRwHCjIy05djBdA5FZvgG98MKeD0kexJLjLMoEAgCejkmA5AS5bElXhs017gkKm9duwUPIBUTdI7s5aE1I49KlIETReETjcgA5idd961+Rh+UZOZX81AJmxGSiodevMjsAOgikVyiwsfsBOQEIYJSnzZbVbWDtAAnz8Ta3YjK3mhkkI0YqadyoIcm3gAv7Hf2/J/Mz89/sgaS/oF/PKDHPqIsbwQD1U80jS+MQBWzOSM+NpMqja2iX2ICZklr9kkt7SjG1v4yjl665P7SfohERuAI0lj86vJESZC3CY2NqfSM75c1MZY9JT/4oA45T396WUc5IRYQmRynb/oQy4ZiAU5IU75CKMKAuf4it7iJb76sgkhuR2C0DImjLFZPpAv/sgNaYXQ4l/9bL///e+7cNZ9Y6Lm64vmfs9srbV2r4+bP/Wpr1ZiYSwHC4KE3X//r5a99z6jPg73KHvIkM+XHXb4f2X48GPLkCFfKBtttEd1ipuLlilIw2yy9dZ+rWJcGTnyk/W6AHKgwFiuHH3016scj8g32uiwMmiQrxQdUfba67Ry1FFTypFHTq4BBCyJI4CIUmA228z/N/RovvFEM8kj0RyPHfvN0tHx5eIVgXXX9aTphPpo3+PyESP+s4watV8lOXYCtKQzxjbbfKTqsP32jd/AAnTEKWGB59BDv17Gjj297LvvWWXw4MZPInvvaVGTmf8BgHBVJgCIcO0lOGDwGyAgbIkuTo7Zp9qyZyMA24CcTwAMQJ1DGGQgS6AxCSBAlZsx+E9bx3xlAvSy7p7jPtiszA69+DO1CjQp0Be4xAC4gBCJhNjormI0kSEDYwKetuQjS0QH1AgKAOUK8tLOhIUsgBQJ0x/RIAOykAM/GNdyTv7qgxgQkzw12Vk1mNSQmjHJMj65fCbfHNNRH742Fvl8oWJE0MZEYPQ0oSAibfTN3jES1JYOjrVnExI0Nnw61occNvA7ncQgDwHgBVbYJ458rT/9+AdGkaUtfrfnMwVAW30DoP4445JLlpVW+mWtMDo6vl2TNTMiQNg226xxvfVlxdbj/v0vrg7NbKMEbjwNO6bKXWWVmyqJcZBNkDxdO/DA7zQrm1Z5OV5yyedrEARTMgiie3gCs9RST9W+n/3siZWMgMxsbpPYq6xy3+vKHjGi8R+vJYtZF7gAY8MNGy+ADhnyk1pRAprERHiA0NFx3hzldgcyU8UAHkDQGcgQmuUHggBIvncMhNqpsNkGdPzq/o42CEOSA40ZXZIjLW2cRyCOjXnuuefW2wBIwFgqeVWs8346qfVnsw+/8qh6z5R++voPUfREBPQiQ/yAUxWFMBEKuSo3SyaEI86ASy8TGCA7r/qXhyogYEce9EUO9JVHiNkE5Rz7kIH2gM8PfAb0coNOdJV38k8/hMV/qe6Qo750V5G6Rgb5iN+mH5+aSEwidKYbMtLHWKnA7PVBOiYUvuAf+rMJOSEjvtAfESM7OSyWh7y6QgAAIABJREFU5GtnEyd+cZ0f6MC/iMyGuPhAO+MYG97IaKtXM5DZS4svXvYeeFEZNqyUE0+8tdx9993lnnvuKbfddlu9Aeh3wD//+UfqdW3mtB1yyL31FzKuuOKKMmnSpHLhhRfWf6Rx4onTa/sPfvCR+tmvaLh+ww03lKlTp5Zx426ao7yM0dHxSvnpT39arrvuunLNNdfU7dZbb633ybba6sXad/LkX1Wd/Y+/KVOmlBtvvLFcf/31ZcyYf7yu7G98Y3pTV+1vueWWKveII/5Y+x111L1l4sSJtc3kyZPLTTfdVG6//fZy4on3z1Huov7ZbJVZSEr1iwQAXFWDLBCUn8NRaSNlYAMWBC7pJbyEBh5yVDg2CQ6cwAPEyMCxPgCnekeIxlC1qLZUUzZLSbJafzb7c1d8sS5TAUp/pIeUgBWojKcCUpVZfiIQtpCNfBEEclFJqjTYiAzYh1CsCugXAjB5hgj19ZkNyARxsRfAEaXPCNtY9CIb4SIyY7mORBGI5ZkN+E2GZJLFFraRQX96qHLpRi/3jpEQXRCMsZGrfmQgNW0QljZ8HoKnuz50JUucETEyEz/j8DfypxNSSsyQ6BprrFHfMxNX7ZExn7Mn4yE8RKZv25FZLTM+/OE3tqDtadX9PND5AMAXzQFG8gITsAOmSg0hOKfKRjIIDKEhNscSWhIDPRACrmOVABmID1m4eQ7YQI34nENiZAMuABlDteWJNaJDPAdc/rHmMtO/mkMkAENffXwGTtU8oCM2ZOkcgNKJXcCsmjGWpRs9EB99ERrQ65dqA1Gw3b0udpChAkNI9AZ6BEQOmcgdwZKlIqef8fmBvSFclR/wA7wKzoSBiKKzahEp8S0yQ0r866mkXwdhJ59pRxZioR+fa2eZ6PUY1/gJ6biOxOhpaa+tMfjLS7Hum2kfohYbvqKT88ZEZgMHDqw6GAeB2vjZZiy6kOW47ZaZPWTW/fhprjTqJLMnl1yyAgHoUmkALgADkyQHHtWNDRl4cpwlFXAhH08mze5IJveIgAdoVVrIEAmoliyvgAF56KOaQl5ABoBICqh2Pm2PJpkN+3xHBYrxyLc0QpJAr8pBrOQBs4pD1eIaENM7IEQ2AI1cVYPGZYsx2Yys6EQXdiEqfgFu5McesgGen+iDDJEXuxCnyoc/tXF/y0Y/1RFd6Ks9slD5kIOInKOvpaVxHCMiFZdlMLsQIbLMDXhj09tYiEUbFRSiogciZZtlJGLjE35CZuRqT+cQaUidPGMiUUS25ppr1uUlucYxZvzOLuf42NZTmc0VEnsaz7cHWl7NUHGYWSUvUElgyZ5qA/gBQeWBzBCJCs0yEREhPSSGCCxJkV0qOOeQgGoOaZABYMCuHzAaRzWCQJAnEKtaWiuzwZ95d72mYlI1IhoPINzzdL+OXoAPbO7p0B+BICvkoEoCZJUDnREr0tIGcaq0ANkS0fIYKOlET0syBEIv1ZjzwA7ECAi5IQT2IIWQnz4hLuM4jwQQGl31cR6ZIQPkRoZ+fMQvxlDNqXr0J09fOvEFctbHNXLoE7Jyjh8tfZEj/yJfsvXRzpjGYAO99KGXceQEYvRVJstw8vkVSeqjLX+GmFN19pDZfKOzR8BceaCTzJ7r1auSAyBbUiA0G7AAu6UaovCyqxv0loKIyU121yQwUCABBIFgVD3e77v44otrnzwEsQeYVgAhB1UaUAMcACMbld7R077crMy2P/69lVCRBTJBUIhRH2TrIQVSAzLAt5FNF8tFbQNQlR0StaQGajKAPrJVh3RQuSFAuiGy3LxnO/JDqio3FZk+SBFZGCfkgnCcZzeSIAcp2CNYRIC8cj+NP8UBYdBZfzbZEIe2xkL6iIx+jslEPOTwr3b0FTPfoeVX7WxsRoh08lmfEKsx6IDIEDqZql3HdBFr/kB+xsmDCfqRKyfa7hsAC3OZ+corr5TLL7+8BsbS4uWXX27i9rHHHuvS74L5JQtvMD/33HPNMd6UB51k5lczgBbAEYQERWTIzQYwKjF7S0Q3toFTxYO8gFfVZkkJ1IgPCJGbd8r8pBDyIwNpAYWXQG3GAgyVIYJS6SFDr2a4h/al27/RJLPdv+PXeRs3vMkBLIB1jFy8siM3AFSVg+C816ZitFcdAiKQ0tln+iMD4yM0BKdtyBs5BsAqNO2QEAJzzGeqTb5ATMgNgajaVGDAzYf0TuXDN45dQxyWjWxANsYiBzEhxDwYQDTak21jG39ZvrMJ8fGrsfhEBYag+AFBk2NceqrK4gfXTFjIkX18YRz6y4EsV1W74sQ/xmUbG+hIf+Mg70we7fEPTTx6e+aZUr71rcaPT+23X+PzAn6/IK98PP744/V9qJDZnXfeWQnuGTp14Z+ZRaI8+uijXSi1m4nqJDP/0AQZeK8LGYScWpePiAX4ERpyUDVpC/g2xAUsyEjlBtT6+JaFp8me6qoOAMWsr/JTfbiXBDQIiGyVkiWRpakZ/kOXfrRJZgf88KMVOECrmgFoYAQmugGlKgOgXQc8ZIN4VYmIGJCND5hAiYQB3LiWrcblC6QcYgJQsvkFKSAzx8gPARjfOWQkZ8gAduOSQw96aoOs9KMXOxAA8qFXCAeR0snGJ2xCPvryNTv42md9jIW46JINySA4ZIQI9ddOe/oidH3onNsA/BZ/upfmnpzYiJXbDtojcLHiP6SqP/+Qx6/IWYz/8Ic/LPRkn/uXZqdNK2XQoFL69GmQ2YorlrLOOqWMG7fAlPfqhPfPHnnkkZnG+Otf/1od2dVElkG8xSxQLy2ydyeiyQLat5AZUAOdyky1AtgAB0yICgBVI84hEUsyhCGxgcB14LOk8ZqNKslX03ytxWspjt1HA0QAAF6AABazPtAhCBvwugaso099X5PMRh4zqhKgXAAklSBQA2CWSPZiRmc3vX1W6bh/h/ByT819HwBXAZFjiYq8jM0PZNgDr41f+AiRq2JUPmwPmBEv/yBIFQvdkQYCsczVF5nRlw+10wb5kEMvY9tUsZbjxjdOKinEx24+tNER8WuHENmi0lVV8YkYITVEYyloDGMbzxIcYblGB3Zpj4x9zjKTPE9SPc10L1VcVGGIki421RzdyMuSsz1+NcNvPG+11cw/Cdq3bylPPtnliLO0fPjhh2sicVjrss9SkPM9xm/9e/HFF8s//vGP5qnnn3++PPXUU3P8EURf8n722Webco335JNPNtu6LlgXXXRRU96b6qCTzJ7t1atWQSoxYFKFWOohAUTlcyoupACkSMc9EmQBpKoJm5h4aqmCsBz1i7Le78trHamEyFSZAIAf/HPDHgjN7ICB3ACq48QdmmS2zXGNXzbRDynYEC8iogvyAmwErGp0HejYgHTYlmUTkCMAwFRxkENHVQX7ELP7bPIOoBEK8kYGyAyoERI7jaXiMY5Kk96qMqRGBy95k68/HVxDoM7Z0xcx0Ud/PpR3bOITchE4MtKGnV4opp9vbYhFKjd6som9sEEHxG0jB2mxXVWsXcYgQ7VNJln8xm7VmdsBCI3vxMtn8pAiP4gZsmefvq797ne/W+hQmfvKjIqTJ5ey+OKvEdo3vrFAFEc0lil9+/at4FKh5e/vf/97fcIyffr0nCoqNQniZqVqCuGZuZxzPOvfz372s5q4AOb6XXfdVauE1gpQggvWnPrPKq/tPqcyW2aZClrVhQoLIQCo+zg24Lr00kvr79Txh5nb8in3jFQ8+gCbSgT5u1emuvNSsReSgRZJAFnuN/msDwAAGKIAVlUDIKk0tv/uLk0yG3H0trVSIUNblQ0yUQXqr2KkC0IyBsJEtmQBLhBaMtmHxBAPeyxDLYURo6rGvTKEjhyQXXxhbNeRgDFTIYXkEC0iAG5VFTJRZSFFtgG/a8jP3pIW4ZFJF6SlHzmqJhOF6pVP+MMxQmQ3/8pvcUOwYmJDWghPLI0hfxERYmQPvZGSvXHph1DpYkIiyxg2MaKz/vRRRdvzg/jTk3+NZwKQB861z69mqM46OhpkpiprqYS6GtCcsvrqqxc3+Vv/zPa9e/cuDzzwQPO0F/Uuu+yyJvmotDjam/3/7M/NaQmk6kNYAqqSy59fQjXO008/nVNvnn0nmfmiOaAhddWU5VaWOcDtfpIf3Ex1ZnaXuPZAjzhUcQgCeWhHjspFPPgYOao2kBdiA2aA8BmoAFLVB1zAhzxUMGPPfe1ns0d/rfFrr0gL+PRxv8c4gG5sVZ2Ys8d4NsC1RLIEoqPxtEdSAG4clY7fWbMUVqGyJxUUQlA50TtPS43DX4ievggUCahwjIGQkIpzHnxoy2bkh3D4zzk+1FcfpKo9EkbU+jtHfxtdVW5sQxoIhDzHiEUfpEkH10Jq/MJm9iNykz1yojc/pDqkT3xGBrvFhy1kqLiQId/QURz4IbrTwTV6+PbPwv6bt8qMlqnOvv71BaqzGZNDEVPrn68LrbbaauVvf/tb8zQy4lA3nv1NmzatrvVfeJ2HEzNmzKgvA7rR/9BDD9VKsCmwlHLzzTeXZZddtlZ9reffFMchs6WXrrMv8FoSAZqENEt7hwu4VVqqZK9aeBgDmIAcQAMoUCIjFYFkd0yep31IR5ViuWLGV8kgLAABQJWGqg95ih9iM+5BEw5pVmbvP3mfCiDkhSyRhHs8wAhQAAp0qhdgTrWA3JCZNkhQf9WGzyos1ST92E0verINiSNM53020dEJASAK13zmN3lnmYUEkASQW4aRTw82kqst8mcvPzmHnBANoiCPPeynFwKjK0Ihk88QjvHIRbKqJ8SMsJCfcemuv+upouiiMrV01I4NxhRrhOicKpkf6eS8c+wynoqLLuQ7J77G4DN7+tiT2V7vmbkpPnZsKU88sUBxzWnW8rP++Y6miunBBx9sXlK9CZYnKZaoqRiaDeZwgMQ8qVHV+V7orDf7jbPiiivOVhnOQVT7nQqZLbVUBQSgACOCUIHYAywQSHbVlXsqEyZMqGBxDlBUcqoxVYYlk8SX9ECPdMQPmFUVXrwEBuTnHNleC7GkA3S3BFSBvlMLkK0/AfTeE/ao8i29jIdUvaCLaBCW6sW9NyRFPv1coweCA0Y6IgxARgqWpfZASG8Eg+zY71h7x0ghJE8OckFubJNnHjioZtmP1JE8UlJp8RESNRbSNL4nx8ZJJYrUkRL/u9fli/baW3qqgJxHNPyKZMhUBZnokSfSQ4z8yTa+JNv1LBVdoztMsYn/EZCJyZ5skwFfaidOrWTGh4iKrfb0IUsFZ0x97I3TXj8BBLqvU/F0BbIt7fr06VO/DD6rPPfP3Eu74447mpcsCQXWQwCVm2SxxGmt3pqNOw+M4QY0kD4xB2J2/8f9ikX6i7CzKt1VnzvJ7Omll66JK6lVBKphRCZhgRkgEQKAADCwAScCkMjITD8A0RYAzO6qIYBRmQG46gEAUp1oCzAIz/IOKbgPhKRUgsbY45y9m5XZbv+1Zx3DuCpG5JoXYlUt5LsG5HRHRsgD8I2fJZqqA+EhCboZF8Foxz574Fb5eVEY0bID2SMI9iEJ5MVniA6pqbb0Nbb2gG5DytqRHcLjA7qqalRUiIQv7ZGqdkgLEZHvPBJnm/Ft7OBPPiTDWIiEjnxhc//OPS5yHDtHHqK0R4A2/hBjYzpvItCHfP2M57O2IWxYQ14qbbbwiQpTu7b670xdhafXk+PmsZlp1mpJH+TCsR75589sJ2FVWJ5KCoJEtMxEcMAl8J5w5s95yePhwax/lq0SHWjelH+dZPbccsvVd8Dc5HdDWTWDLFRl3g0DdGQAeCoOM7MlId9kCQZ8yEkiAxagqXgA2X0dflctqTAsQS1hgUC8XEccKjTkdMyxx5QPfHSfss+/71cOuubQJpm999Qx5eNfOLQc9Jn/W046+aRKRHQETIA1HvIFLIBEZAgLyJABG0xwdEM2CIYuiBt49Qt5O2YPYtIu1xGkiisVE5ls8jqFsRAK+xEDMnaOr5AmEuAz+iJ+pENHY5CB4PgakfIV/yBH1ap2XnsxDpvpb2z60k9lZgJBJvqpkuS7Kot8ZISokBb9ECN9YIQtqi4+pBO57HeMwMlAgnRhHwJLjFVy2vEr+doiufb6ovlCQLfAujH7z54kqsokcO6n2buRj+j0QWK5Rl0kZnZsrcC0ywu4s5qkagNCL+q+Kf86yeylFVYov/rVr+r9MDM/vwO5hAcwwJOoCCFJnhvZiE1lhuSAIvdbAFZfcuxDHiaOVDgALPGNAwzAYr/fgR8sW969c9niudFlixd3bJLZkOdHlyHPji5bTtupjN278T4aIkK8AGVyA3xykCXSQcx0SEWIKJw3Qdm0Q9I2uYSskBCb6AbgcoBsG2JSxVtm0htRsMkkQEbscOx+Id9pg9T04UeEjdyMR1fkYAzttHGMsEwU2vIl4jExmzT4T1tEhExcExv6IjJEQ297hOycawief0w4PhvXl8xVtXSxV9mRr09IX1tkZkzX9GMPeUiST6M/nRBm+y0zFwDCLQl9FQKRCHzru2WzDoeILAM9mv9nhJc+qjtvoruJ/a/a6oMELX08NX3T/rWQGd9YKiEyN+FVSkgI8C39gBwhpbICCqBXGahagMly3D0rCa6f+AEfYgAOFYR7XQCPGPQn02yvrXNIBxi2PX6nMuSl0a8R2cudxy+NLkMPaSybgCnVCjJDIPm1XOAEcoSFDIBaGwBXHdELCbERISNFZIGo6Ek3FR2yAGDXteULY7APoFPF5r4fv5DPX9oiWnpGlsnCclRfZGFDACYBVSpCoaf+Jl79teU//TwcUe2q3Piafsams4mGDxGSSk2fkI642uQ02WxCnIiJb+jsHD3E01jkITAxV62xA3HRj08TR8RJb/f93H+WB23xnpmvD0kCzvOHbBjhfFf8ucdFtvsmb+TxLmIyth+GfL0/1ZrK7I0QmTbeQVsUX8l4PRu6/FonmfluJn+rUoAxX2tSNajAVAiIQXJLapUOYPhsk9xm7rzJj8wsiwCETH0BzD0h1QzwIEHg0das7jO5AAJsRx77+bL1H157+39IJ5kNv2PHcsBBB9Q27me5twb05KuC2EFfpEhHFZPPCIBcpAus9DMmexCVFYCHCYgXuWa57BiAEbx7e3SkNxKAA7bFHr5DjKoq+gA/skN8lnxwQh6/Igj+0B+pICFLU8tERIys4IBt9sawN4ZxkaKlJDmIOUv5+NQ1vhYfez7mE5MGfRA/InWOLfQSC9U1fYyrj6oMEdONHL40NvvYgzRtPhszX1Frm39o4ka7m+aWcYAv0F447Yo/Sz73r17vdYquGKdHRimlk8w8ADCLS2gAk+jISdKrUMzOQCCRAVWF4roZGbDEHzBUCmZ2YAVSZIJgtCHDUtQ1clRMwKIdICMb5yzNVA+qmgN+/LGZq7OXRped/+N9dYmmrUqKroAGWIgGuSEtVQ6SVWmpMlTwxk/VQw9kA4Rsp6fKlP1Ajcy0sTmnEiHLMVAbg13G9hQVCeln+aiqDYmojJCTcVQvPiPTkJkxQ6yInE+yFDYRpMpDbvyM0KIDIqIfmxCQDenpn3ERFX0Rkpi5jtB9RuRsYD/dECGfOCfG7NFGNZtKj4421aTxyXHdvTL33XyWK+3xdaZS6vtY/fr1K54oIp3Xu6/VQxrd2AOdZPbssstWUpCMklpyIwcEBQhZXjpGPhLci8aWg8ABaEBjeZEkT9Wg6rEMAkwEZFmIcFQTwIdokBLycj9KZa46AsYv/McXy46PvPY0c7t7x5TDPn1YJQtLPWQJmMAERAhCZYQc2YFAAIt+qirEkBd6nTO+cdxU9wTXF+SRmupEX0s8/06PXkCOOJCJz/TmF0Tm3TnvbhkL2auSkJTKLwRlrFQyyIaefJDqFdGaPIyBKD0d5jPEYjOp0N1EgLwQDzJhs3GRjYmE3eTr47xx+QbZiInPYoWETV78J4bG5Ud9tXEs3kjZOFluG9cYfER3ftQXCZOJALVZFKuaeXpp1he7lZOWd97wntOTwG4M4R7V4oEWMkNSkh1BqUpUXQACrECi8kBUPudrQc4BvfOAoSqxDMrMDQgSXrWl8pLwgOppM9ICTGThNRo/7+RrT17KVYEgAyR4+OSjG9XZS6PLYeceXu+PegcLKSILxAVQQA3AgEkXY7EDIWsHpEgAWQGf5VPAnaoMiYaAEIslK6Lz/VLngdoSCzH6jCSAHPmTqeJC9Ox2HVkhS350DonQh87GQozIhL+QlSUpOXRVZdrEBZHyB51UcUgWmTqPPNhMptiZZOiTys+4ucYvKi7XtKG/vsYQO/5AYvb0ij/ZTW8VoSpTvD04II9PyczSk0xt2+ZpptcZML2gLoobfcFiz34+PdBJZl7NAETgd28HQAJM4MiXjb3w6hdHVSJu9PpsaamN2dzyCtCQA1BYAuYGOSACBYBIfmDXFmH47TJLOIQHtIBuQ3wfOfSjZeR/71JGztilHHX0UZUY5R1CQ4SqF1WNakAlAnBIAujsjaPiYo/xgRtQEbJKAtEAoqWte4VkAzcb3G8DdlWSZSpyIk/lpbJCCJbP7EmFqVpEpHSyYtGeb4yPdMkGeJ9VPq7ZEED0Roh0CqnxWcY2LsKz7KWra8azqaxt5JlkxNPSkmx7+hrfOGLDNn5CZOJkAqObPd0QLNL3GXHRhw9VmPBvU6WlCkZyCNvntnma6UmfxPHfj3r+2tgDnWT2wvLL14RGSsjJjK86UjEAhcRWYUhWFblkdU9KMqvOHCMJhKIdAAMzMvCk2TIywAN8RKc9IlL5eL/Ni7jAAqjGdQMauZn53/edvcpe39y3AhEBIjwPaFRzCE+bgFV/AEVGZNAHUQExoAMbgCIxfZwDUDJUQqpFoEcESMVeX3oia5Wmz5bMlpna8AufITnLaraxnw5IC1aQDrmIReXDh8Z1TXukyM98iJiQiz3idY5uxnCsn+qKT5EnWfRQgakUXWcj3fnamM47h8DFB0GzlX5iwmf8YfmY+PAl4jKZOWeiQJR8pgpEcvLFnl/lA9Kztc09Mzf9/WpFz1+be6CFzAAfKCUigrCcsQEQEFsqSnjgUh0AKgIARn0AAVgQEiAiHHsVmU01gFj0kfyp/rxqgABUGoCFIAAHkIFb9XDcV44rhx/R+F1+96ssMYERkMmzB2SVBKACLF19ZpM2rgO8MRACfdkCyJazgKqN8fJl7CyngZdPvPPFH8gBUfMP200CKhqE4xyZyE8bhK3KYguSoQ/yQTT0dI4vjO0YcSAKPiMbyfGJtsZASvq7Nxdd6INkEApZ9EBEbEK8ZLg9YNLRjg9yv8sY2iJU8dOfrvxjHLcY6GN88k1uNufECTGzRXt96cSvbbPMbHMI96gfD7SQGfABeZY0qgwEI9ERBJDmfhiSsjRBaG7cWwKppgBCogOBpJbkiEDCq0oQJpIBCsmvOkIS5AC9Y9eNCShkGVfVhvDo6BsJdAN+II0u+nuw4Bsh7HBdOwSAGBGK8Z1zrKJUVRgPOSMM54EbgN0TsllKI0E6WpqRhxgAXz++QRp01Z88hI64yWI3XejEP9oiKmTEZ8gFUYRMVULIHmkhDG0sT/mMbPaSLzbkO+Y3vtbG3nkEh1TYTpaKGlG6jsyMz88mI7FC4oiPjsgsfqNPKr0QmxwRO3E2UWjPH6pFMl1rn58AChh69u3tgU4ye3655WoVAVgqKJWK6scSUeVkaWcDAKBELO5xITKgVYk4p697bt43U4GoWOwtP5Aa8gEOiQ/8CA2J6K9vAIk8gAyIkAFg2RvT0gpgAAi50E9/AKWPihDpIhZEg3QdqxqAUB9kYgz2Ik2EYCkawkIUSIB+qhlk4t4esgjZACwdI1N1SLdUUeylPzvpRl9gR2xI1T02ZMinxrcspaf2ngojUTKQHJlIDXEgG+MiZb5XhblGPlIji5/pry096SwOjvlSWzK0sedPcrQnk69txkas+iBIS1Cy9ENkKlc20p1u+soPbRbFvfR5eprZ3gju0b7pgU4y8wAAASATYEACAG1ZhdCQBLCrkJAaICIW1RBCQCauA6ZERmgAYJP05DrvGEgQCBDpC+gAAWz6uQYsqhAVi2oAqIEKUCwvEQgAIgW6Gh9Jeb2CbkgJsOy9WKsN8gJ6DxYCVstn1Yjx3J9zD0n15xUIBKY/AkO+bANoeiNIVQ85AK7y4SNja0ema6kekQsbESq7EKO2xlDVZrkckmc3fyA2JMNeNooJHyAZujuPmFRWbEDSCNUYCMZ9PUttMuiFrFwzHluQpqo5xK+aU/m5biw+Zge/mazYrLpLHNkttvwhL/iGDLr0LDObKOs5WCge6CQzP5uNzABDhYRgkAcQBtiqCA8FvDrhhr0nfwAFZEDjiSTQ6GOT/AAFQEhL0gOrGRzYgUzS5zrCUgWZ7VV0xlcZ6QckQAxUSJN8yyKERZbKRVXiPlDu1QEoACNkREdX76Y5BmSy2IPo2E0Wuy1rkTTCQBaASxefjaEiAnSfEaTr7Ai5IyekmkoPwSB1S0a2sBeRIWK6I0z6k8E/JhPtQ2TsYQfiU9mxyzGfWCojoyzJ+YR+iNkeybCL/33mH4Rt75z+yJpdbEVW7DK+8/yEhJFyKkd2IDGEi7jEkz/YQWf+ELeeymyhILhnkKYHWiozyzUAlLRISTLbJD+ysvRUAWinstBWNQKIWS5JcAmtAkEWwAeIZNqcRwwSH9DIRlIAADSApI2KAbCAypYb9PRCSACK0ABQpaGCQErGA1pkBLAeWhgDaQG4cwEpUkMUriOYAFplQifnEC6iQxhkG5et2gAwGxEavxgjVZ/zdGID0kEKiAx5sId8PkCcCE3bEJtziM1nE4tqWFsVkvN0QURsZwt5SMVmPOf14Qe+MS5fmZScF0t2kCdW+oiNc0jSmI7ZT29jqRLdc/MLtWzQLySKSMlCxCprZEfPtnlptgmGnoP29kAnmb3wlrfUF1lVUxLRkkFSIw8boAMr0KkovETqBxSKr35kAAAK6UlEQVS1Q2huygMwElJZAav7ZGZt4AcslZHKB9iAJuSBxIADcFQWQGIpQwZdzPIATg6A00d1AsiIRB+ygBQoHXuKiLiMh7RUj44BV1UB5GSqJpEcGXQAeue1B2Ikop9xHCNJJIbkPFVFoPR2DdmpYNhMDtJ2Th9tjOkav6q+nOdDsvS30Zm+iMm4qjr6mBCMZeMvk4Z+rpPJ15bjCIWuYoFEEY3zyNbymY/4kG2uIUIVMb/wN72dc00cECF5fIakPBDx46f0M4lpi+jog/xMSnmy2zavZrQ3gnu0b3qgk8yeXmaZJlEAC6BZCrn/AmBmagABTmB2H8p1AHDOEhVgJTYyk9SS3zXE4D4X0gAAZIiQAAEAAANIfZOETJUZgJGNAICSDFWP6z4DWABkGemlWN8q8DQTUSBLyz06pfpAIkCbpR55eWiBONz7YjuSsCEmRKIyU40gYeRKPhIxLjKnp01795rYRz9ki4TY7RobEA8/IhPEor8JwoTAh/ysDxsd873zKkF7REQH8hE6HfgY+dA/1Zu9KldbLzi7zkZj85vY8D/iNBZ92Md+kwf5YkgOnyE5/VvvkdHNdaQnjmJFDj0QWs/TzCbKeg4Wigc6ycw/AQZQRGImByQgtBQEeskNeJYpiClkBhASGOkBK/LQH4FYcgAEMKg6yEQkKiyABzDtbcb4+c9/XvyAAdIBGiBHSnQyPhmpRBwDnmvGtVxEDsCrOqEXwtQecJENsAIkMBvTPS72AbPriAZx+YwIQy7GYQdyck+PbEtTstiEwNgI0MY3pj3SQ0LGB3gynWM3snRNJYmUkDlycI3ddEdcriFC7dhMPxMCf7CdPNfZrC8d6aE6RVRs8voJHUwarqvixEYs+MR4zvM7WXyvqiSTLHLZ51p8zm/0UfHxVypbOiE+hNZzz2yhILhnkKYHWu6ZZZaXiJLYshKIEI1ZHkhVRm78e20DGIELmVhyqdjMzs4BjlnbslNfoFRBAB+QAaPzQIvcLLd8Xch/R7Ic1RZoybBpgzzoA4B0AlRVBDLNfTmVBwIEPmCkM6LQB/AQBjJSQQIxQNKbTsiQnsgOkRhPW3oYI4QB7MZmPz8Br2vGYDcis9cfqeT9Lp/pox2djMFXxkaKCMHYyINv2OIaW4znM7nG09aYXrWw96RY3JCQ68Yhkxz+IxehIjLErJ32yIl8cckymEzn2cFWVSl/6ccfIUwkxj5kzm/0FlfHJoLWfwvZzLcFfNDzasYCdnC3Fh8y69WrVimWVaoGwPZVIctNx86rRlQXWYKqrpCIZFaZaQNAbtbnXgsQquhUefojIaQC0ABHNvKyRHSD2mcEQ67qCcCQjc+AD5yIxbE9MkmFkSWeqgH5AbyKC2lppy+ZgJ37WXQGPH3cZ6M/MCIbMrR3Th+kAfTIMqAFYLqofhArIlCZOo8QQiCWXaoWNvOvKoidCBHB2vOPPmQjEkSmrXMqK3aSh1hUvohJpajKcux+lmv664MsjYPMtDc+0kNGzrGNTXRD2CYQY7hfqQ1/+Uy+l4T5TDzIYau+IVfynTMun8sR/7x7Yf/1kNnC9nh3Gq+TzF5deeX6w5V+vNKPbfohAb/M6+edWjfXbc7luHXvP2K55ldVHOfzrG2cN05kGy9tnHecNo6ds0Um+RnDPn3SltzW9rP2S59WO3LcKiv9/OpxxmuVm3P+z6o22Zy3pZ997NE/W/S1N37k2eda5ET2rPtZxzaONumf9pFjb0s7/Vs/a+8zHe1b++uTc/bZ0iefjb0o/gFQD5l1J3JZ2Lp0kll561sX9sg94/V4oMs90ENmXe7SNhLYQ2ZtFKweVf+VB3rI7F956M18vYfMZouu/8T9pz/9abbz83vCe1eL4qb4/OrdTv17yKydotXVuvaQ2UwenTRpUrnkkkvm+H9aZ2o4Dx/cR/Li6g033DAPvXu6vBEP9JDZG/HSm7VND5k1I+u/e3n145/9D9Vmw/k4cFPdU8JF8VWf+VC7bbr2kFnbhGoBKPr/GZl5GnfvvffWX3TwtDZ/nrx5pcBLu61/qilLQwTnB0kfeuih+hSwtU3rMTn+YfSjjz7aPO0VhdaxfIXK6x7k9fx1rQd6yKxr/dke0v7nf/zD01Luu6+UxRYrZeWVG5+dexP+IQ5E5d2rqVOn1u+S+tqV9638b1b3s/r06TPTu1FeF/Eyr99mmzBhQrnpppvqC7C+h/rP/rz17v0071whMOTmfSy/MpK/6dOnl/79+880Vq717OfPAz1kNn/+a8/ezzxTyg47lPKOdzTIbIklSll33VL226897fkXWquo3v72t5dp06bVln7yfeWVVy5PPvlk/YysBgwYUN+pmlWUXwnxEqs2qqwnnnhi1iYzfVaV+Wcvke0/TiHC/D344IOVOP0Pg56/rvVAD5l1rT/bR9oJJzSITGVmQ2iXX94++s+FpjNmzCh9+/5ve2ezokgMReEncCuzsBt8BaGf0IW4aATfwBfojVtdCW50IQr6ArNQpMB9L9J8YQprMpmxqsi0ldS50E1ZPzE56T7cpO4994clIrw0shuIaM8DO0lQR96GZaVr7KVR8Pp6vbqXvJ/x6FCWgLRYnrKsJCA2tyzLrGdG6pYsLAIis7B4xtMaBWleX++E9vZmzOdnPP2v0FOWfKRfkfI0m81s+tJP9gt/GW8w8dyIYHdts9lYMoPUyhhkSYrQ8Xi0dUDdzX48NwpoLxaLMs3pngoIiMwqgJXcrbl3lrBXxpxRGpHE+dVq5d14P51OdtmJN4VBSLwsgHiWy6XN12SvDFkbrtEey8jcs3P/LsjlRG7cV4oROeler/dfYtncfrTts8isbTNeHG+WGfPyYkzCXhnDJf+QZGmSplGvoIITYRK5QU5s1LO/hbFUJGkaySOOKTYMQeFtYYhTdrtdu4S0J5xfyOWQuO4jO7xAkrx915xm9LEiAiKzioAld/v7uzEfH8kNKx8Qm/YoUuBlHQ4H6zGhBoGSRtHW67WNMytLMrSLqKJr7JOxBwcJukbbkOlut3Mv6XMABERmAUCMugn+6RLdK2NeWF4iL1S08/lsJYKK5zhGsZYflpL/MpaKCFTebrffboOsCMPAE/QZ17Tx70MmzDmRWRgc1UpDEWCjH10vKiZBJvP53MaZXS6XP3oMie33+4cR+txXJDyOiexHd42gWZ+xROUlQvE53306Vx8BkVl97PRkJAhAICz/eKuZR/OH7HreftklasjvVlt3BERmdyx0JASEQMQIiMwinrw6Xcd7YKmFpjwa/QRxYpxH0x2ZaZkQiBEBkVmMsxagz+zhdDodm6tIcyyVKFhCLiKhCjIhEBsCIrPYZixQf8kxJHiTGKrciL2iwIdMCMSIgMgsxlkL0GfyEFGOQDAQwzMjLIH0HZkQiBEBkVmMsxagz7zVo3QZ5d8wQhim06lCBwJgqyaeg4DI7Dm4P/1b8cSosUgdSEIWiGbPZWue3jl1QAjUQEBkVgO0VB6hGjkKq0jibLfbVIalcbQUAZFZSyeeYVOhvN/v24riLYZBQ08EAZFZIhNZZxiTycTq0SsUow56eqZpCIjMmjYj39Qf9seGw+Ffk6K/qRv6GiEQDAGRWTAom98QbzBRU0V4cDweG9QjZEIgFQREZqnMZIlxjEYjMxgMrL4XlbtlQiAlBERmKc3mg7GQk0lcmU/+5sGjuiwEGo+AyKzxU6QOCgEhUAYBkVkZlHSPEBACjUfgC1JbZN74ivQdAAAAAElFTkSuQmCC)
图 2 ZNCC遍历运算示意图
1.2 DIC整像素算法
1.2.1 传统FNCC算法
如图 2所示,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
是尺寸为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032058562.png)
像素的搜索区域,也即匹配图像模板。从搜索区域中截取出其中蓝色虚线区域,作为引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
,引用子集尺寸为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032142896.png)
像素,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
中黄色实线区域尺寸与引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
尺寸相同。整像素搜索的核心目标,即定量地找出
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
的中心点,在
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
中的整像素坐标
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032331576.png)
该坐标也就是整像素初值搜索的结果。容易想到,将
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
中与引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
尺寸相同的黄色实线区域,作为目标区域,从左至右、从上到下地逐个像素点遍历全部的
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
,在每个遍历路径上的像素点处,将目标区域与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
做式的ZNCC运算,即
其中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032617672.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032635829.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032653779.png)
为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032122655.png)
的灰度均值,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032745795.png)
为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
中黄色实线目标区域的灰度均值,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032745795.png)
随
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032851473.png)
与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032907547.png)
的变化而发生改变。
遍历过后,即得到一个
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033018641.png)
维的
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033037526.png)
系数方阵,该方阵中,假设
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033037526.png)
最大值处的坐标为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033113201.png)
,则整像素初值搜索结果
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032331576.png)
为
可以看到,由式直接表述的ZNCC遍历算法,至少需要
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033725120.png)
次加法运算与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033757462.png)
次乘法运算,且计算机乘法运算耗时远大于加法运算。在实际DIC形变测试中,一般有,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033827670.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033846844.png)
,式的运算量随着
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033905811.png)
的增大,呈平方倍增长,随着
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033925500.png)
的增大,呈4次方趋势增长。由此可知,式的直接实现方式并非高效。
Lewis
[11]于1995年提出了快速归一化互相关(Fast normalized cross correlation, FNCC)整像素初值搜索算法,FNCC算法即式的快速算法。FNCC将式的分子基于快速傅里叶变换进行计算,采用图像积分表快速计算式的分母部分。
实际运用FNCC算法进行整像素初值搜索时,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034021362.png)
的值代表了搜索范围,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034021362.png)
越大,则FNCC的搜索能力越强,但相对应的运算量也就越大,且运算量随着
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033905811.png)
与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033925500.png)
的增大呈非线性快速增长。
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033925500.png)
越大则意味着做相关运算的数据越多,也即鲁棒性越强,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033905811.png)
越大则意味着搜索范围越广,增大了受干扰的可能性,也即鲁棒性变差。实际运算时,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033925500.png)
的取值范围一般为15-71,普遍取
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034218888.png)
。
![](http://www.zbl.cn/uploadfile/2021/0625/20210625033905811.png)
的取值可表示为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034251838.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034307651.png)
表示搜索范围,单位为像素,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034307651.png)
的大小则随测试情况而定。
若两帧图像间,被测物位移变化较大,如混凝土加载试验中,混凝土梁临近破坏前的最后几帧图像,由于混凝土梁此时刚度很小,所以两帧图像间混凝土梁的变位较大,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034307651.png)
取50也有可能达不到相应的搜索范围要求,且此时FNCC计算量非常大,鲁棒性也受到较大影响。由于土木工程测试情形,普遍具备小位移、慢位移、小旋转的特点,FNCC算法还是能够满足绝大多数土木工程形变测试场景的。在进行高速冲击试验时,则需要运用高速摄像机进行图像的采集,来实现两帧间小位移的条件。
1.2.2 FTCC算法
针对土木工程试验中的大刚体位移情形,晏班夫等
[3]引入基于傅里叶变换的互相关(Fourier transform-based cross correlation, FTCC)算法,作为DIC整像素初值搜索算法,并证实了FTCC算法可实现DIC技术在大刚体位移情形下的快速计算。
FTCC被Reddy等
[12]提出后,被广泛用于计算视觉中的图像配对与校准工作,潘兵等
[13]将FMT-CC引入RG-DIC算法中,实现了目标物存在较大平移、旋转情形下的初值搜索。FTCC算法利用引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034621393.png)
与当前待匹配子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
的重叠区域,将其频域内的互功率谱进行Fourier逆变换,得到脉冲函数,通过检测该函数峰值的位置,实现空域内图像二维位移的检测。
设两子集尺寸相同,且
![](http://www.zbl.cn/uploadfile/2021/0625/20210625031842351.png)
为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034621393.png)
在
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032851473.png)
和
![](http://www.zbl.cn/uploadfile/2021/0625/20210625032907547.png)
方向分别平移
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035015367.png)
和
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035032943.png)
后的位置,即:
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035051640.png)
(2)
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035420692.png)
(3)
一般平移不会改变频谱幅度,仅改变相位,进一步计算两者的互功率谱,即
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035500171.png)
(4)
其中
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035538515.png)
代表
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035347977.png)
的复共轭。可以看出,互功率谱在频域中的相位相当于引用子集与当前子集在空域中的相位差,于是对该互功率谱进行二维逆傅里叶变换,得到一脉冲函数,其峰值即对应子集在空域中的相对平移量
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035015367.png)
和
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035032943.png)
。
理论上FTCC假定两个待匹配子集之间所有数据相同,有效数据周围区域拓延补零,但具体应用到DIC中的FTCC程序,所处理的均是具有部分重叠区域的图像,其余部分为不相关数据。计算仿真表明,FTCC算法要求相关子集之间至少要有大于25%的重叠区域,即
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035015367.png)
与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035032943.png)
均小于相对应维度的子集尺寸的一半,且重叠区域越高,脉冲峰值越大。这意味着FTCC的搜索范围为子集尺寸的一半。
1.3 DIC亚像素算法
Bruck等
[14]于上世纪八十年代提出了正向累加牛顿拉夫森(Forward additive Newton–Raphson, FA-NR)算法,用于将模板图像快速匹配至目标图像,该算法的核心思想在于迭代优化求局部最优解。潘兵
[15]将IC-GN算法
[16]做了相关改进并将其引入DIC理论,作为一种相对于FA-NR算法,效率更高、鲁棒性更好的DIC亚像素匹配算法。本文基于ZNSSD相关度函数,采用一阶形函数,对DIC中的IC-GN算法进行详细介绍。
采用ZNSSD相关度函数,基于式,定义如下相关度函数
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040317607.png)
(5)
式中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040431583.png)
与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625035316892.png)
分别为引用子集与目标子集的灰度值,即图 2中引用子集与黄色实线目标区域,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040506396.png)
为各子集的中心点坐标的齐次形式。
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040528423.png)
为各子集内像素点到中心点的原始距离。
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040618671.png)
为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040632647.png)
的变化量。
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040647863.png)
、
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040657832.png)
、
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040709741.png)
、
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040719243.png)
与式中分子、分母项一一对应。
对式基于
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040618671.png)
做一阶泰勒展开并舍弃高阶小量,可得
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040756981.png)
(6)
其中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041155864.png)
代表全子集区域求和,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041212814.png)
为引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040431583.png)
在点
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041241474.png)
处的灰度值,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041306107.png)
为引用子集
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040431583.png)
于点
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041241474.png)
处分别在x与y方向的灰度梯度值,其余参数含义同式。
与传统FA-NR算法
[14]思路相同,若求得式局部极值,即求解
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041357739.png)
此时有
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041420266.png)
(7)
其中,Hessian矩阵具体形式为
经过式计算后,得到
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040618671.png)
,带入warp函数形成增量warp函数
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041631830.png)
,基于
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041631830.png)
对原
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041700150.png)
进行更新,即
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041722424.png)
(8)
将
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041756565.png)
中的
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041815710.png)
带入式开始新的迭代,迭代终止条件为迭代次数大于10次或欧式距离误差小于0.001。
经过上述迭代过程,IC-GN算法可收敛至局部最优解,该最优解使得式达到局部最小值。与FA-NR相似,一般来讲,迭代初值与正确结果相差几个像素以内,IC-GN算法均能成功收敛至正确的亚像素结果。
通过上述IC-GN计算过程,可以看到,不同于FA-NR,IC-GN算法的每一次迭代运算中,与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040632647.png)
有关的项仅为
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041908732.png)
,Hessian矩阵和灰度值梯度项
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041940233.png)
均在迭代开始前计算完成即可,所以IC-GN避免了大部分冗余计算,运算效率高于经典FA-NR算法。基于零阶与二阶形函数的IC-GN算法,原理上没有改变,仅
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041700150.png)
形式以及相关运算矩阵维度发生了变化。基于零阶形函数的IC-GN算法详细推导过程请参考文献[17],基于二阶形函数的IC-GN算法请参考文献[18],其中详细记录了二阶形函数的
![](http://www.zbl.cn/uploadfile/2021/0625/20210625041700150.png)
矩阵形式。
1.4 DIC算法分析
亚像素算法迭代收敛与否取决于整像素搜索算法提供的迭代初值是否合理。理想状态下,整像素初值搜索算法所提供的整像素初值结果与正确结果之间的误差不大于0.5个像素,收敛半径一般在几个像素以内。FTCC整像素算法利用引用子集与当前子集的重叠区域,将其频域内的互功率谱进行Fourier逆变换,得到一个脉冲函数,通过检测该函数峰值的位置,实现空域内图像二维位移的检测。
用整像素匹配算法所能达到的检测精度,一般应通过迭代优化型亚像素匹配算法满足测量需求,主要的亚像素算法包括正向算法FA-NR (Forward Additive Newton–Raphson)与反向算法IC-GN两种,由潘兵等人于2013年提出的反向算法IC-GN是在正向算法FA-NR的基础上发展起来,其主要思想就是采用迭代优化的方式求得某个判据的极值,目前普遍采用的判据为零均值归一化最小平方差(zero-mean normalized sum of squared difference, ZNSSD),ZNSSD与ZNCC可互推导,除了具有ZNCC的优势外,其应用于IC-GN中,更易于求导计算。
不同于FA-NR,IC-GN基于参考子集进行迭代计算,省去了FA-NR算法中每次迭代都要进行的Hessian矩阵的计算,从而大大降低了计算量,同时,IC-GN比FA-NR具有更好的鲁棒性。
2 工程应用可行性分析
实际工程中,采用DIC技术进行测试时需要面对各种不同的测试场景,这些测试场景的主要区别在测试距离以及视场宽度,本节内容主要基于民用级数字相机级镜头的具体参数,结合不同的测试距离,对DIC技术进行室外场景测试时的精度进行具体分析,以此来验证DIC技术在土木工程室外测试情景下的可行性。
DIC技术的精度验证主要由硬件参数、理论算法以及测试距离决定,硬件参数方面,主要有分辨率、感光芯片像元尺寸以及镜头焦距等;理论算法方面,通过IC-GN算法可将整像素级别测试精度提高100倍,这也使得DIC技术能够进行高精度测试;测试距离方面,一般在0.5-1000m不等。
基于小孔成像原理,结合相关硬件及拍摄参数,可计算得到测试精度如下:
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042529605.png)
(9)
式中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042557800.png)
为测试精度,单位为(距离/像素),
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034307651.png)
为测试距离,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042630760.png)
为感光芯片像元尺寸,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040431583.png)
为相机焦距,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042700669.png)
为亚像素精度放大系数。实际测试中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042630760.png)
一般可取为2.6
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042721712.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042700669.png)
取为0.01,则可得不同焦距与拍摄距离下,DIC技术的理论测试精度,计算结果示于表 1。
同样基于小孔成像原理,结合相关硬件及拍摄参数,可计算得到拍摄视场宽度如下:
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042800347.png)
(10)
式中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625043031174.png)
为拍摄视场宽度,单位为公米制实际距离,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625034307651.png)
为测试距离,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042630760.png)
为感光芯片像元尺寸,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625040431583.png)
为相机焦距,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625043114229.png)
为相机感光芯片横向像素个数。实际测试中,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042630760.png)
一般可取为2.6
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042721712.png)
,
![](http://www.zbl.cn/uploadfile/2021/0625/20210625043114229.png)
取为1920像素,则可得不同焦距与拍摄距离下,进行DIC测试时的理论视场宽度,计算结果示于表 2。
表 1 不同焦距(mm)与测试距离(m)下的DIC理论测试精度(mm/pixel)
表 2 不同焦距(mm)与测试距离(m)下的DIC测试视场宽度(m)
需要强调的是,表 1与表 2的理论计算结果均基于一般情况下的硬件参数计算得到,实际应用中可通过改变
![](http://www.zbl.cn/uploadfile/2021/0625/20210625042630760.png)
与
![](http://www.zbl.cn/uploadfile/2021/0625/20210625043114229.png)
得到更高测试精度与不同的视场范围,尽管如此,表 1与表 2仍具有较强的参考价值。通过表 1数据可以看出,DIC测试精度水平极高,在小焦距、长距离的极端情况下,也可达到毫米级的测试精度。基于表 2数据,结合表 1数据,可以看出,在满足测试精度的前提下,DIC测试的视场范围变动较大,可满足绝大多数的实际室外测试情景。同时,表 1及表 2数据为正对拍摄情形下的理论计算结果,如果是斜对拍摄,则精度会受小孔成像投影影响而有所降低,拍摄视场宽度则会有所增大。
3 工程应用
3.1 苏通大桥电涡流阻尼器运动姿态测试
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)
图 3 苏通大桥电涡流阻尼器运动姿态测试
运用多点数字图像检测系统对苏通大桥电涡流阻尼器的变位视频进行了位移测试。由于一般情况下电涡流阻尼器的变位十分缓慢,肉眼难以察觉,所以该阻尼器变位视频以30fps的帧率,1080p的分辨率对电涡流阻尼器进行长达十分钟的拍摄,拍摄画面以及处理结果示于图 4 (a),现场拍摄的电涡流阻尼器及其支架示于图 4 (b)。
因为电涡流阻尼器的三角结构,所以仅需拍摄其两斜边的刚体位移,就可以把电涡流阻尼器在焦平面内最重要的二维运动姿态通过摄影的方式记录下来,再利用DIC进行跟踪即可。图 4 (a)中阻尼器两斜边上方的蓝点与绿点为追踪目标点,又由于桥面上风速较高,会使得相机产生小幅高频振动,为了消除相机自身振动的影响,在底边横轴上选取了红点作为基准点。最终将两目标点的绝对位移结果减去基准点绝对位移结果,即得到了图 4 (a)中的两条相对位移时程曲线,即阻尼器两斜边相对于底边的相对位移结果。图 4 (b)中的两条位移时程曲线是阻尼器两斜边的竖向位移时程结果,均值化后的曲线极值分别为[-4.49,4.52]mm与[-3.16,4.19]mm,可以看出,该阻尼器在环境激励的位移时程以及运动姿态均可较精确测得。
由于阻尼器变位缓慢,相机以30fps帧率拍摄得到的画面在局部时间内基本处于静止状态,画面稳定,质量较高,此时可将ZNCC阈值适当调高(如
![](http://www.zbl.cn/uploadfile/2021/0625/20210625050112485.png)
,且因为两帧之间变化缓慢,可采取小参数的FNCC算法结合IC-GN的单点DIC算法,进行阻尼器变位的多点DIC跟踪测试。
3.2 虎门大桥涡振视频跟踪
2020年5月5日下午14时左右,广东省虎门大桥的加劲梁发生明显振动,据网络信息报道,专家初步推测的原因为水马改变了梁体的气动外形。本文基于网络视频(视频素材来源:B767-400ER bilibili),运用多点数字图像检测系统对虎门大桥涡振振幅与频率进行了分析,如图8所示。在图中选择多个密集点进行DIC位移时程跟踪,进而将每一时刻的空间位置点连线,可以得到大桥的振动模态。可以看出,虎门大桥涡振频率较为单一,经过分析,在该视频拍摄时刻,目标点处最大振幅为37cm(简单标定结果),振动频率为0.365Hz,对应虎门大桥第三阶加劲梁竖弯对称振型。
由于该视频较为模糊不清,所以ZNCC阈值设为0.7,运算过程中,采用零阶形函数进行亚像素匹配运算,由于图像画面中的散斑数据稳定但较为模糊,可采取中等尺寸窗口(30×30)参数的FTCC算法结合IC-GN的单点DIC算法。
图 4 DIC密集目标点跟踪结果
4 结论
1)基于理论公式对DIC技术在实际工程应用场景下的测试可行性进行了分析,通过定量分析数据得到,DIC技术在室外场景的拍摄情形下具备较大的测试可行性,DIC测试视场和测试精度均可在一般拍摄条件下达到工程测试需求。
2)基于多点数字图像检测系统进行了苏通大桥电涡流阻尼器运动姿态测试、虎门大桥涡振视频测试等实际土木工程形变测试,实际试验结果证明,DIC形变测试系统具备较高可行性与实用性。
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