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Nina, Spark, Pincher, and Shiela. Snow, Dash, Bob, and Bran. The beloved terrier Polly (right). They were Darwin's constant companions at home and in the field, on walks and in sport, in his study and by the fireside. They were also fascinating objects of study. Darwin observed their variations in breed and behaviour, their" /> <meta name="generator" content="Drupal 7 (https://www.drupal.org)" /> <link rel="canonical" href="https://www.darwinproject.ac.uk/commentary/curious/darwin-and-dogs" /> <link rel="shortlink" href="https://www.darwinproject.ac.uk/node/588" /> <meta property="og:site_name" content="Darwin Correspondence Project" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://www.darwinproject.ac.uk/commentary/curious/darwin-and-dogs" /> <meta property="og:title" content="Darwin and dogs" /> <meta property="og:description" content="Darwin was almost always in the company of dogs. Nina, Spark, Pincher, and Shiela. Snow, Dash, Bob, and Bran. The beloved terrier Polly (right). They were Darwin's constant companions at home and in the field, on walks and in sport, in his study and by the fireside. They were also fascinating objects of study. Darwin observed their variations in breed and behaviour, their adaptation to specific conditions, and their mental and emotional abilities, which approached those of humans. 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dogs</span></li> </ul> </div> </div> </div> </div> <h1 class="campl-page-title">Darwin Correspondence Project</h1> </div> </div> </div> </div> <div class="campl-row campl-page-header"> <div class="campl-wrap"> <div class="region region-horizontal-navigation"> <div id="block-menu-block-1" class="block block-menu-block"> <div> <div class="menu-block-wrapper menu-block-1 menu-name-main-menu parent-mlid-0 menu-level-1"> <div class="campl-wrap clearfix campl-local-navigation"><div class="campl-local-navigation-container"><ul class="campl-unstyled-list"><li class="first leaf menu-mlid-198"><a href="/">Home</a></li> <li class="expanded menu-mlid-2309"><a href="/about-darwin">About Darwin</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2309"><a href="/about-darwin">About Darwin overview</a></li> <li class="expanded menu-mlid-869"><a href="/people/about-darwin/family-life">Family life</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-869"><a href="/people/about-darwin/family-life">Family life overview</a></li> <li class="leaf menu-mlid-1125"><a href="/people/about-darwin/family-life/darwin-childhood">Darwin on childhood</a></li> <li class="leaf menu-mlid-1038"><a href="/tags/about-darwin/family-life/darwin-marriage">Darwin on marriage</a></li> <li class="leaf menu-mlid-1258"><a href="/people/about-darwin/family-life/darwin-s-observations-his-children">Darwin’s observations on his children</a></li> <li class="leaf menu-mlid-2295"><a href="/people/about-darwin/family-life/darwin-and-fatherhood">Darwin and fatherhood</a></li> <li class="leaf menu-mlid-1039"><a href="/people/about-darwin/family-life/death-anne-elizabeth-darwin">The death of Annie Darwin</a></li> <li class="last leaf menu-mlid-1051"><a href="/people/about-darwin/family-life/visiting-darwins">Visiting the Darwins</a></li> </ul></li> <li class="leaf menu-mlid-3416"><a href="/commentary/voyage-hms-beagle" title="">Voyage of HMS Beagle</a></li> <li class="expanded menu-mlid-1035"><a href="/people/about-darwin/what-darwin-read">What Darwin read</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-1035"><a href="/people/about-darwin/what-darwin-read">What Darwin read overview</a></li> <li class="leaf menu-mlid-1130"><a href="/people/about-darwin/what-darwin-read/darwin-s-student-booklist">Darwin’s student booklist</a></li> <li class="leaf menu-mlid-933"><a href="/people/about-darwin/what-darwin-read/books-beagle">Books on the Beagle</a></li> <li class="last leaf menu-mlid-1036"><a href="/people/about-darwin/what-darwin-read/darwin-s-reading-notebooks">Darwin’s reading notebooks</a></li> </ul></li> <li class="expanded menu-mlid-1059"><a href="/about-darwin/origin-species">On the Origin of Species</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-1059"><a href="/about-darwin/origin-species">On the Origin of Species overview</a></li> <li class="leaf menu-mlid-1060"><a href="/people/about-darwin/origin-species/writing-origin">The writing of "Origin"</a></li> <li class="leaf menu-mlid-1084"><a href="/people/about-darwin/origin-species/abstract-darwin-s-theory">Abstract of Darwin’s theory</a></li> <li class="leaf menu-mlid-1093"><a href="/people/about-darwin/origin-species/alfred-russel-wallace-s-essay-varieties">Alfred Russel Wallace’s essay on varieties</a></li> <li class="leaf menu-mlid-1094"><a href="/charles-darwin-and-his-publisher">Charles Darwin and his publisher</a></li> <li class="last leaf menu-mlid-1147"><a href="/people/about-darwin/origin-species/review-origin-species">Review: The Origin of Species</a></li> </ul></li> <li class="leaf menu-mlid-1126"><a href="/people/about-darwin/darwins-health">Darwin’s health</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first last leaf menu-mlid-2917"><a href="/tags/darwin/darwin-on-his-health">Darwin's notes for his physician, 1865</a></li> </ul></li> <li class="leaf menu-mlid-1128"><a href="/about-darwin/darwin-s-photographic-portraits">Darwin’s photographic portraits</a></li> <li class="leaf menu-mlid-2896"><a href="/have-you-read-one-about">Have you read the one about....</a></li> <li class="expanded menu-mlid-2654"><a href="/people/about-darwin/six-things-darwin-never-said">Six things Darwin never said – and one he did</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2654"><a href="/people/about-darwin/six-things-darwin-never-said">Six things Darwin never said – and one he did overview</a></li> <li class="last leaf menu-mlid-2892"><a href="/people/about-darwin/six-things-darwin-never-said/evolution-misquotation">The evolution of a misquotation</a></li> </ul></li> <li class="expanded menu-mlid-3673"><a href="/about-darwin/portraits-charles-darwin-catalogue">Portraits of Charles Darwin: a catalogue</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-3673"><a href="/about-darwin/portraits-charles-darwin-catalogue">Portraits of Charles Darwin: a catalogue overview</a></li> <li class="leaf menu-mlid-3676"><a href="/about-darwin/portraits-charles-darwin-catalogue/11-ellen-sharples-pastel">1.1 Ellen Sharples pastel</a></li> <li class="leaf menu-mlid-3709"><a href="/about-darwin/portraits-charles-darwin-catalogue/12-george-richmond-marriage-portrait">1.2 George Richmond, marriage portrait</a></li> <li class="leaf menu-mlid-3718"><a href="/about-darwin/portraits-charles-darwin-catalogue/13-thomas-herbert-maguire-lithograph">1.3 Thomas Herbert Maguire, lithograph</a></li> <li class="leaf menu-mlid-3721"><a href="/about-darwin/portraits-charles-darwin-catalogue/14-samuel-laurence-drawing-1">1.4 Samuel Laurence drawing 1</a></li> <li class="leaf menu-mlid-3724"><a href="/about-darwin/portraits-charles-darwin-catalogue/15-samuel-laurence-drawing-2">1.5 Samuel Laurence drawing 2</a></li> <li class="leaf menu-mlid-3727"><a href="/about-darwin/portraits-charles-darwin-catalogue/16-ouless-oil-portrait">1.6 Ouless oil portrait</a></li> <li class="leaf menu-mlid-3730"><a href="/about-darwin/portraits-charles-darwin-catalogue/17-ouless-replica">1.7 Ouless replica</a></li> <li class="leaf menu-mlid-3733"><a href="/about-darwin/portraits-charles-darwin-catalogue/18-anonymous-drawing-after-ouless">1.8 anonymous drawing, after Ouless</a></li> <li class="leaf menu-mlid-3736"><a href="/about-darwin/portraits-charles-darwin-catalogue/19-rajon-etching-after-ouless">1.9 Rajon, etching after Ouless</a></li> <li class="leaf menu-mlid-3679"><a href="/about-darwin/portraits-charles-darwin-catalogue/110-rajon-etching-variant-state">1.10 Rajon etching, variant state</a></li> <li class="leaf menu-mlid-3682"><a href="/about-darwin/portraits-charles-darwin-catalogue/111-laura-russell-oil">1.11 Laura Russell, oil</a></li> <li class="leaf menu-mlid-3685"><a href="/about-darwin/portraits-charles-darwin-catalogue/112-marian-huxley-drawing">1.12 Marian Huxley, drawing</a></li> <li class="leaf menu-mlid-3688"><a href="/about-darwin/portraits-charles-darwin-catalogue/113-louisa-nash-drawing">1.13 Louisa Nash, drawing</a></li> <li class="leaf menu-mlid-3691"><a href="/about-darwin/portraits-charles-darwin-catalogue/114-william-richmond-oil">1.14 William Richmond, oil</a></li> <li class="leaf menu-mlid-3694"><a href="/about-darwin/portraits-charles-darwin-catalogue/115-albert-goodwin-watercolour">1.15 Albert Goodwin, watercolour</a></li> <li class="leaf menu-mlid-3697"><a href="/about-darwin/portraits-charles-darwin-catalogue/116-alphonse-legros-drypoint">1.16 Alphonse Legros, drypoint</a></li> <li class="leaf menu-mlid-3700"><a href="/about-darwin/portraits-charles-darwin-catalogue/117-alphonse-legros-drawing">1.17 Alphonse Legros drawing</a></li> <li class="leaf menu-mlid-3703"><a href="/about-darwin/portraits-charles-darwin-catalogue/118-john-collier-oil-linnean">1.18 John Collier, oil in Linnean</a></li> <li class="leaf menu-mlid-3706"><a href="/about-darwin/portraits-charles-darwin-catalogue/119-john-collier-oil-npg">1.19 John Collier, oil in NPG</a></li> <li class="leaf menu-mlid-3712"><a href="/about-darwin/portraits-charles-darwin-catalogue/120-leopold-flameng-etching-after-collier">1.20 Leopold Flameng etching, after Collier</a></li> <li class="leaf menu-mlid-3715"><a href="/about-darwin/portraits-charles-darwin-catalogue/121-window-christs-college-cambridge">1.21 window at Christ's College Cambridge</a></li> <li class="leaf menu-mlid-3739"><a href="/about-darwin/portraits-charles-darwin-catalogue/21-thomas-woolner-bust">2.1 Thomas Woolner bust</a></li> <li class="leaf menu-mlid-3772"><a href="/about-darwin/portraits-charles-darwin-catalogue/22-thomas-woolner-metal-plaque">2.2 Thomas Woolner metal plaque</a></li> <li class="leaf menu-mlid-3802"><a href="/about-darwin/portraits-charles-darwin-catalogue/23-wedgwood-medallions">2.3 Wedgwood medallions</a></li> <li class="leaf menu-mlid-3805"><a href="/about-darwin/portraits-charles-darwin-catalogue/24-wedgwood-plaque">2.4 Wedgwood plaque</a></li> <li class="leaf menu-mlid-3808"><a href="/about-darwin/portraits-charles-darwin-catalogue/25-wedgwood-medallions-2nd-type">2.5 Wedgwood medallions, 2nd type</a></li> <li class="leaf menu-mlid-3811"><a href="/about-darwin/portraits-charles-darwin-catalogue/26-adolf-von-hildebrand-bust">2.6 Adolf von Hildebrand bust</a></li> <li class="leaf menu-mlid-3814"><a href="/about-darwin/portraits-charles-darwin-catalogue/27-joseph-moore-midland-union-medal">2.7 Joseph Moore, Midland Union medal</a></li> <li class="leaf menu-mlid-3817"><a href="/about-darwin/portraits-charles-darwin-catalogue/28-alphonse-legros-medallion">2.8 Alphonse Legros medallion</a></li> <li class="leaf menu-mlid-3820"><a href="/about-darwin/portraits-charles-darwin-catalogue/29-legros-medallion-plaster-model">2.9 Legros medallion, plaster model</a></li> <li class="leaf menu-mlid-3742"><a href="/about-darwin/portraits-charles-darwin-catalogue/210-moritz-klinkicht-print-legros">2.10 Moritz Klinkicht, print from Legros</a></li> <li class="leaf menu-mlid-3745"><a href="/about-darwin/portraits-charles-darwin-catalogue/211-christian-lehr-plaster-bust">2.11 Christian Lehr, plaster bust</a></li> <li class="leaf menu-mlid-3748"><a href="/about-darwin/portraits-charles-darwin-catalogue/212-allan-wyon-royal-society-medal">2.12 Allan Wyon, Royal Society medal</a></li> <li class="leaf menu-mlid-3751"><a href="/about-darwin/portraits-charles-darwin-catalogue/213-edgar-boehm-statue-nhm">2.13 Edgar Boehm, statue in the NHM</a></li> <li class="leaf menu-mlid-3754"><a href="/about-darwin/portraits-charles-darwin-catalogue/214-boehm-westminster-abbey-roundel">2.14 Boehm, Westminster Abbey roundel</a></li> <li class="leaf menu-mlid-3757"><a href="/about-darwin/portraits-charles-darwin-catalogue/215-boehm-terracotta-bust-npg">2.15 Boehm terracotta bust (NPG)</a></li> <li class="leaf menu-mlid-3760"><a href="/about-darwin/portraits-charles-darwin-catalogue/216-horace-montford-statue-shrewsbury">2.16 Horace Montford statue, Shrewsbury</a></li> <li class="leaf menu-mlid-3763"><a href="/about-darwin/portraits-charles-darwin-catalogue/217-montford-statuette">2.17 Montford, statuette</a></li> <li class="leaf menu-mlid-3766"><a href="/about-darwin/portraits-charles-darwin-catalogue/218-montford-carnegie-bust">2.18 Montford, Carnegie bust</a></li> <li class="leaf menu-mlid-3769"><a href="/about-darwin/portraits-charles-darwin-catalogue/219-montford-bust-royal-society">2.19 Montford, bust at the Royal Society</a></li> <li class="leaf menu-mlid-3775"><a href="/about-darwin/portraits-charles-darwin-catalogue/220-montford-terracotta-bust-npg">2.20 Montford, terracotta bust, NPG</a></li> <li class="leaf menu-mlid-3778"><a href="/about-darwin/portraits-charles-darwin-catalogue/221-montford-relief-christs-college">2.21 Montford, relief at Christ's College</a></li> <li class="leaf menu-mlid-3781"><a href="/about-darwin/portraits-charles-darwin-catalogue/222-l-j-chavalliaud-statue-liverpool">2.22 L.-J. Chavalliaud statue in Liverpool</a></li> <li class="leaf menu-mlid-3784"><a href="/about-darwin/portraits-charles-darwin-catalogue/223-hope-pinker-statue-oxford-museum">2.23 Hope Pinker statue, Oxford Museum</a></li> <li class="leaf menu-mlid-3787"><a href="/about-darwin/portraits-charles-darwin-catalogue/224-herbert-hampton-statue-lancaster">2.24 Herbert Hampton statue, Lancaster</a></li> <li class="leaf menu-mlid-3790"><a href="/about-darwin/portraits-charles-darwin-catalogue/225-henry-pegram-statue-birmingham">2.25 Henry Pegram statue, Birmingham</a></li> <li class="leaf menu-mlid-3793"><a href="/about-darwin/portraits-charles-darwin-catalogue/226-linnean-society-medal">2.26 Linnean Society medal</a></li> <li class="leaf menu-mlid-3796"><a href="/about-darwin/portraits-charles-darwin-catalogue/227-william-couper-bust-new-york">2.27 William Couper bust, New York</a></li> <li class="leaf menu-mlid-3799"><a href="/about-darwin/portraits-charles-darwin-catalogue/228-couper-bust-cambridge">2.28 Couper bust in Cambridge</a></li> <li class="leaf menu-mlid-3823"><a href="/about-darwin/portraits-charles-darwin-catalogue/31-antoine-claudet-daguerreotype">3.1 Antoine Claudet, daguerreotype</a></li> <li class="leaf menu-mlid-3856"><a href="/about-darwin/portraits-charles-darwin-catalogue/32-maull-and-polyblank-photo-1">3.2 Maull and Polyblank photo 1</a></li> <li class="leaf menu-mlid-3865"><a href="/about-darwin/portraits-charles-darwin-catalogue/33-maull-and-polyblank-photo-2">3.3 Maull and Polyblank photo 2</a></li> <li class="leaf menu-mlid-3868"><a href="/about-darwin/portraits-charles-darwin-catalogue/34-william-darwin-photo-1">3.4 William Darwin, photo 1</a></li> <li class="leaf menu-mlid-3871"><a href="/about-darwin/portraits-charles-darwin-catalogue/35-william-darwin-photo-2">3.5 William Darwin, photo 2</a></li> <li class="leaf menu-mlid-3874"><a href="/about-darwin/portraits-charles-darwin-catalogue/36-william-darwin-photo-3">3.6 William Darwin, photo 3</a></li> <li class="leaf menu-mlid-3877"><a href="/about-darwin/portraits-charles-darwin-catalogue/37-leonard-darwin-photo-verandah">3.7 Leonard Darwin, photo on verandah</a></li> <li class="leaf menu-mlid-3880"><a href="/about-darwin/portraits-charles-darwin-catalogue/38-leonard-darwin-interior-photo">3.8 Leonard Darwin, interior photo</a></li> <li class="leaf menu-mlid-3883"><a href="/about-darwin/portraits-charles-darwin-catalogue/39-leonard-darwin-photo-horseback">3.9 Leonard Darwin, photo on horseback</a></li> <li class="leaf menu-mlid-3826"><a href="/about-darwin/portraits-charles-darwin-catalogue/310-ernest-edwards-men-eminence">3.10 Ernest Edwards, 'Men of Eminence'</a></li> <li class="leaf menu-mlid-3829"><a href="/about-darwin/portraits-charles-darwin-catalogue/311-edwards-illustrated-london-news">3.11 Edwards, in Illustrated London News</a></li> <li class="leaf menu-mlid-3832"><a href="/about-darwin/portraits-charles-darwin-catalogue/312-edwards-second-group-photos">3.12 Edwards, second group of photos</a></li> <li class="leaf menu-mlid-3835"><a href="/about-darwin/portraits-charles-darwin-catalogue/313-edwards-representative-men">3.13 Edwards 'Representative Men'</a></li> <li class="leaf menu-mlid-3838"><a href="/about-darwin/portraits-charles-darwin-catalogue/314-julia-margaret-cameron-photos">3.14 Julia Margaret Cameron, photos</a></li> <li class="leaf menu-mlid-3841"><a href="/about-darwin/portraits-charles-darwin-catalogue/315-george-charles-wallich-photo">3.15 George Charles Wallich, photo</a></li> <li class="leaf menu-mlid-3844"><a href="/about-darwin/portraits-charles-darwin-catalogue/316-oscar-rejlander-photos">3.16 Oscar Rejlander, photos</a></li> <li class="leaf menu-mlid-3847"><a href="/about-darwin/portraits-charles-darwin-catalogue/317-lock-and-whitfield-men-mark">3.17 Lock and Whitfield, 'Men of Mark'</a></li> <li class="leaf menu-mlid-3850"><a href="/about-darwin/portraits-charles-darwin-catalogue/318-elliott-and-fry-photos-c1869-1871">3.18 Elliott and Fry photos, c.1869-1871</a></li> <li class="leaf menu-mlid-3853"><a href="/about-darwin/portraits-charles-darwin-catalogue/319-elliott-and-fry-photos-c1880-1">3.19 Elliott and Fry photos c.1880-1</a></li> <li class="leaf menu-mlid-3859"><a href="/about-darwin/portraits-charles-darwin-catalogue/320-elliott-and-fry-c1880-1-verandah">3.20 Elliott and Fry, c.1880-1, verandah</a></li> <li class="leaf menu-mlid-3862"><a href="/about-darwin/portraits-charles-darwin-catalogue/321-herbert-rose-barraud-photos">3.21 Herbert Rose Barraud, photos</a></li> <li class="leaf menu-mlid-3886"><a href="/about-darwin/portraits-charles-darwin-catalogue/41-albert-way-comic-drawings">4.1 Albert Way, comic drawings</a></li> <li class="leaf menu-mlid-3919"><a href="/about-darwin/portraits-charles-darwin-catalogue/42-augustus-earle-caricature-drawing">4.2 Augustus Earle, caricature drawing</a></li> <li class="leaf menu-mlid-3952"><a href="/about-darwin/portraits-charles-darwin-catalogue/43-alfred-crowquill-caricature">4.3 Alfred Crowquill, caricature</a></li> <li class="leaf menu-mlid-3985"><a href="/about-darwin/portraits-charles-darwin-catalogue/44-thomas-huxley-caricature-sketch">4.4 Thomas Huxley, caricature sketch</a></li> <li class="leaf menu-mlid-4018"><a href="/about-darwin/portraits-charles-darwin-catalogue/45-william-beard-comic-painting">4.5 William Beard, comic painting</a></li> <li class="leaf menu-mlid-4051"><a href="/about-darwin/portraits-charles-darwin-catalogue/46-thomas-nast-cartoon">4.6 Thomas Nast, cartoon</a></li> <li class="leaf menu-mlid-4054"><a href="/about-darwin/portraits-charles-darwin-catalogue/47-vanity-fair-caricature">4.7 'Vanity Fair', caricature</a></li> <li class="leaf menu-mlid-4057"><a href="/about-darwin/portraits-charles-darwin-catalogue/48-vanity-fair-preliminary-study">4.8 'Vanity Fair', preliminary study</a></li> <li class="leaf menu-mlid-4060"><a href="/about-darwin/portraits-charles-darwin-catalogue/49-graphic-cartoon">4.9 'Graphic', cartoon</a></li> <li class="leaf menu-mlid-3889"><a href="/about-darwin/portraits-charles-darwin-catalogue/410-hornet-caricature-darwin">4.10 'Hornet' caricature of Darwin</a></li> <li class="leaf menu-mlid-3892"><a href="/about-darwin/portraits-charles-darwin-catalogue/411-fun-cartoon-little-lecture">4.11 'Fun' cartoon, 'A little lecture'</a></li> <li class="leaf menu-mlid-3895"><a href="/about-darwin/portraits-charles-darwin-catalogue/412-fun-wedding-procession">4.12 'Fun', Wedding procession</a></li> <li class="leaf menu-mlid-3898"><a href="/about-darwin/portraits-charles-darwin-catalogue/413-fun-cartoon-griset-emotional">4.13 'Fun' cartoon by Griset, 'Emotional'</a></li> <li class="leaf menu-mlid-3901"><a href="/about-darwin/portraits-charles-darwin-catalogue/414-fun-cartoon-troubles">4.14 'Fun' cartoon, 'That troubles'</a></li> <li class="leaf menu-mlid-3904"><a href="/about-darwin/portraits-charles-darwin-catalogue/415-george-cruikshank-comic-drawing">4.15 George Cruikshank, comic drawing</a></li> <li class="leaf menu-mlid-3907"><a href="/about-darwin/portraits-charles-darwin-catalogue/416-joseph-simms-physiognomy">4.16 Joseph Simms, physiognomy</a></li> <li class="leaf menu-mlid-3910"><a href="/about-darwin/portraits-charles-darwin-catalogue/417-figaro-unidentifiable-1871">4.17 'Figaro', unidentifiable 1871</a></li> <li class="leaf menu-mlid-3913"><a href="/about-darwin/portraits-charles-darwin-catalogue/418-figaro-chromolithograph-1">4.18 'Figaro' chromolithograph 1</a></li> <li class="leaf menu-mlid-3916"><a href="/about-darwin/portraits-charles-darwin-catalogue/419-george-montbard-caricature">4.19 George Montbard, caricature</a></li> <li class="leaf menu-mlid-3922"><a href="/about-darwin/portraits-charles-darwin-catalogue/420-frederick-waddy-caricature">4.20 Frederick Waddy, caricature</a></li> <li class="leaf menu-mlid-3925"><a href="/about-darwin/portraits-charles-darwin-catalogue/421-gegeef-our-national-church-1">4.21 Gegeef, 'Our National Church', 1</a></li> <li class="leaf menu-mlid-3928"><a href="/about-darwin/portraits-charles-darwin-catalogue/422-gegeef-et-al-our-national-church-2">4.22 Gegeef et al., 'Our National Church', 2</a></li> <li class="leaf menu-mlid-3931"><a href="/about-darwin/portraits-charles-darwin-catalogue/423-gegeef-battle-field-science">4.23 Gegeef, 'Battle Field of Science'</a></li> <li class="leaf menu-mlid-3934"><a href="/about-darwin/portraits-charles-darwin-catalogue/424-daily-graphic-nast-satire">4.24 'Daily Graphic', Nast satire</a></li> <li class="leaf menu-mlid-3937"><a href="/about-darwin/portraits-charles-darwin-catalogue/425-punch-1877-re-cambridge-doctorate">4.25 'Punch' 1877 re. Cambridge doctorate</a></li> <li class="leaf menu-mlid-3940"><a href="/about-darwin/portraits-charles-darwin-catalogue/426-christmas-card-caricature-monkeys">4.26 Christmas card caricature, monkeys</a></li> <li class="leaf menu-mlid-3943"><a href="/about-darwin/portraits-charles-darwin-catalogue/427-four-founders-darwinismus">4.27 'Four founders of Darwinismus'</a></li> <li class="leaf menu-mlid-3946"><a href="/about-darwin/portraits-charles-darwin-catalogue/428-english-celebrities-montage">4.28 'English celebrities' montage</a></li> <li class="leaf menu-mlid-3949"><a href="/about-darwin/portraits-charles-darwin-catalogue/429-richard-grant-white-fall-man">4.29 Richard Grant White, 'Fall of man'</a></li> <li class="leaf menu-mlid-3955"><a href="/about-darwin/portraits-charles-darwin-catalogue/430-la-petite-lune-gill-cartoon">4.30 'La Petite Lune', Gill cartoon</a></li> <li class="leaf menu-mlid-3958"><a href="/about-darwin/portraits-charles-darwin-catalogue/431-la-lune-rousse-gill-cartoon">4.31 'La Lune Rousse', Gill cartoon</a></li> <li class="leaf menu-mlid-3961"><a href="/about-darwin/portraits-charles-darwin-catalogue/432-anis-liqueur-label">4.32 Anis liqueur label</a></li> <li class="leaf menu-mlid-3964"><a href="/about-darwin/portraits-charles-darwin-catalogue/433-harpers-weekly-bellew-caricature">4.33 'Harper's Weekly', Bellew caricature</a></li> <li class="leaf menu-mlid-3967"><a href="/about-darwin/portraits-charles-darwin-catalogue/434-punch-sambourne-cartoon-1">4.34 'Punch', Sambourne cartoon 1</a></li> <li class="leaf menu-mlid-3970"><a href="/about-darwin/portraits-charles-darwin-catalogue/435-frederick-sem-caricature">4.35 Frederick Sem, caricature</a></li> <li class="leaf menu-mlid-3973"><a href="/about-darwin/portraits-charles-darwin-catalogue/436-sem-chistmas-card">4.36 Sem, Chistmas card</a></li> <li class="leaf menu-mlid-3976"><a href="/about-darwin/portraits-charles-darwin-catalogue/437-mosquito-satire">4.37 'Mosquito' satire</a></li> <li class="leaf menu-mlid-3979"><a href="/about-darwin/portraits-charles-darwin-catalogue/438-franz-goedecker-caricature">4.38 Franz Goedecker, caricature</a></li> <li class="leaf menu-mlid-3982"><a href="/about-darwin/portraits-charles-darwin-catalogue/439-moonshine-magazine-cartoon">4.39 'Moonshine' magazine cartoon</a></li> <li class="leaf menu-mlid-3988"><a href="/about-darwin/portraits-charles-darwin-catalogue/440-phrenological-magazine">4.40 'Phrenological Magazine'</a></li> <li class="leaf menu-mlid-3991"><a href="/about-darwin/portraits-charles-darwin-catalogue/441-punch-sambourne-cartoon-2">4.41 'Punch', Sambourne cartoon 2</a></li> <li class="leaf menu-mlid-3994"><a href="/about-darwin/portraits-charles-darwin-catalogue/442-punch-sambourne-cartoon-3">4.42 'Punch' Sambourne cartoon 3</a></li> <li class="leaf menu-mlid-3997"><a href="/about-darwin/portraits-charles-darwin-catalogue/443-illustrated-london-news-article">4.43 'Illustrated London News' article</a></li> <li class="leaf menu-mlid-4000"><a href="/about-darwin/portraits-charles-darwin-catalogue/444-puck-cartoon-1">4.44 'Puck' cartoon 1</a></li> <li class="leaf menu-mlid-4003"><a href="/about-darwin/portraits-charles-darwin-catalogue/445-puck-cartoon-2">4.45 'Puck' cartoon 2</a></li> <li class="leaf menu-mlid-4006"><a href="/about-darwin/portraits-charles-darwin-catalogue/446-puck-cartoon-3">4.46 'Puck' cartoon 3</a></li> <li class="leaf menu-mlid-4009"><a href="/about-darwin/portraits-charles-darwin-catalogue/447-puck-cartoon-4">4.47 'Puck' cartoon 4</a></li> <li class="leaf menu-mlid-4012"><a href="/about-darwin/portraits-charles-darwin-catalogue/448-puck-cartoon-5">4.48 'Puck', cartoon 5</a></li> <li class="leaf menu-mlid-4015"><a href="/about-darwin/portraits-charles-darwin-catalogue/449-alfred-bryan-caricature">4.49 Alfred Bryan, caricature</a></li> <li class="leaf menu-mlid-4021"><a href="/about-darwin/portraits-charles-darwin-catalogue/450-cigar-box-lid-design">4.50 Cigar box lid design</a></li> <li class="leaf menu-mlid-4024"><a href="/about-darwin/portraits-charles-darwin-catalogue/451-frederick-holder-life-and-work">4.51 Frederick Holder 'Life and Work'</a></li> <li class="leaf menu-mlid-4027"><a href="/about-darwin/portraits-charles-darwin-catalogue/452-wasp-caricature">4.52 'Wasp' caricature</a></li> <li class="leaf menu-mlid-4030"><a href="/about-darwin/portraits-charles-darwin-catalogue/453-claud-warren-outlines-hands">4.53 Claud Warren, 'Outlines of Hands'</a></li> <li class="leaf menu-mlid-4033"><a href="/about-darwin/portraits-charles-darwin-catalogue/454-jubilees-queen-victoria">4.54 jubilees of Queen Victoria</a></li> <li class="leaf menu-mlid-4036"><a href="/about-darwin/portraits-charles-darwin-catalogue/455-harry-furniss-caricature">4.55 Harry Furniss caricature</a></li> <li class="leaf menu-mlid-4039"><a href="/about-darwin/portraits-charles-darwin-catalogue/456-larks-cartoon">4.56 'Larks' cartoon</a></li> <li class="leaf menu-mlid-4042"><a href="/about-darwin/portraits-charles-darwin-catalogue/457-silhouette-cartoon">4.57 silhouette cartoon</a></li> <li class="leaf menu-mlid-4045"><a href="/about-darwin/portraits-charles-darwin-catalogue/458-simian-savage-drawings">4.58 'Simian, savage' . . . drawings</a></li> <li class="last leaf menu-mlid-4048"><a href="/about-darwin/portraits-charles-darwin-catalogue/459-simplicissimus-cartoon">4.59 'Simplicissimus' cartoon</a></li> </ul></li> <li class="expanded menu-mlid-4066"><a href="/about-darwin/darwin-and-experimental-life">Darwin and the experimental life</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-4066"><a href="/about-darwin/darwin-and-experimental-life">Darwin and the experimental life overview</a></li> <li class="leaf menu-mlid-4069"><a href="/about-darwin/darwin-and-experimental-life/what-experiment">What is an experiment?</a></li> <li class="leaf menu-mlid-4081"><a href="/about-darwin/darwin-and-experimental-life/morphology-movement-observation-and-experiment">From morphology to movement: observation and experiment</a></li> <li class="leaf menu-mlid-4078"><a href="/about-darwin/darwin-and-experimental-life/fools-experiments">Fool's experiments</a></li> <li class="leaf menu-mlid-4075"><a href="/about-darwin/darwin-and-experimental-life/experimenting-emotions">Experimenting with emotions</a></li> <li class="last leaf menu-mlid-4072"><a href="/about-darwin/darwin-and-experimental-life/animals-ethics-and-progress-science">Animals, ethics, and the progress of science</a></li> </ul></li> <li class="leaf menu-mlid-3366"><a href="/fake-darwin">Fake Darwin: myths and misconceptions</a></li> <li class="leaf menu-mlid-3402"><a href="/darwins-bad-days">Darwin's bad days</a></li> <li class="last leaf menu-mlid-3644"><a href="/people/about-darwin/darwin-s-first-love">Darwin’s first love</a></li> </ul></li> <li class="expanded menu-mlid-800"><a href="/letters" title="">The letters</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-800"><a href="/letters" title="">The letters overview</a></li> <li class="expanded menu-mlid-2080"><a href="/letters/darwins-life-letters">Darwin's life in letters</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2080"><a href="/letters/darwins-life-letters">Darwin's life in letters overview</a></li> <li class="leaf menu-mlid-1097"><a href="/letters/darwins-life-letters/darwin-letters-1821-1836-childhood-beagle-voyage">1821-1836: Childhood to the Beagle voyage</a></li> <li class="leaf menu-mlid-1106"><a href="/letters/darwins-life-letters/darwin-letters-1837-1843-london-years-natural-selection" title="Charles Darwin's life seen through his letters, 1837-43">1837-43: The London years to 'natural selection'</a></li> <li class="leaf menu-mlid-1107"><a href="/letters/darwins-life-letters/darwin-letters-1844-1846-building-scientific-network">1844-1846: Building a scientific network</a></li> <li class="leaf menu-mlid-1108"><a href="/letters/darwins-life-letters/darwin-letters-1847-1850-microscopes-and-barnacles">1847-1850: Microscopes and barnacles</a></li> <li class="leaf menu-mlid-1109"><a href="/letters/darwins-life-letters/darwin-letters-1851-1855-death-daughter">1851-1855: Death of a daughter</a></li> <li class="leaf menu-mlid-1110"><a href="/letters/darwins-life-letters/darwin-letters-1856-1857-big-book">1856-1857: The 'Big Book'</a></li> <li class="leaf menu-mlid-936"><a href="/letters/darwins-life-letters/darwin-letters-1858-1859-origin">1858-1859: Origin</a></li> <li class="leaf menu-mlid-937"><a href="/letters/darwins-life-letters/darwin-letters-1860-answering-critics">1860: Answering critics</a></li> <li class="leaf menu-mlid-1111"><a href="/letters/darwins-life-letters/darwin-letters-1861-gaining-allies">1861: Gaining allies</a></li> <li class="leaf menu-mlid-1098"><a href="/letters/darwins-life-letters/darwin-letters-1862-multiplicity-experiments">1862: A multiplicity of experiments</a></li> <li class="leaf menu-mlid-1099"><a href="/letters/darwins-life-letters/darwin-letters-1863-quarrels-home-honours-abroad">1863: Quarrels at home, honours abroad</a></li> <li class="leaf menu-mlid-1100"><a href="/letters/darwins-life-letters/darwin-letters-1864-failing-health">1864: Failing health</a></li> <li class="leaf menu-mlid-935"><a href="/letters/darwins-life-letters/darwin-letters-1865-delays-and-disappointments">1865: Delays and disappointments</a></li> <li class="leaf menu-mlid-1101"><a href="/letters/darwins-life-letters/darwin-letters1866-survival-fittest">1866: Survival of the fittest</a></li> <li class="leaf menu-mlid-1102"><a href="/letters/darwins-life-letters/darwin-letters-1867-civilised-dispute">1867: A civilised dispute</a></li> <li class="leaf menu-mlid-1103"><a href="/letters/darwins-life-letters/darwin-letters-1868-studying-sex">1868: Studying sex</a></li> <li class="leaf menu-mlid-1104"><a href="/letters/darwins-life-letters/darwin-letters-1869-forward-all-fronts">1869: Forward on all fronts</a></li> <li class="leaf menu-mlid-1105"><a href="/letters/darwins-life-letters/darwin-letters1870-human-evolution">1870: Human evolution</a></li> <li class="leaf menu-mlid-1151"><a href="/letters/darwins-life-letters/darwin-letters-1871-emptying-nest">1871: An emptying nest</a></li> <li class="leaf menu-mlid-1152"><a href="/letters/darwins-life-letters/darwin-letters-1872-job-done">1872: Job done?</a></li> <li class="leaf menu-mlid-1049"><a href="/letters/darwins-life-letters/darwins-letters-1873-animal-or-vegetable">1873: Animal or vegetable?</a></li> <li class="leaf menu-mlid-1050"><a href="/letters/darwins-life-letters/darwin-letters-1874-turbulent-year">1874: A turbulent year</a></li> <li class="leaf menu-mlid-2275"><a href="/letters/darwins-life-letters/darwin-letters-1875-pulling-strings">1875: Pulling strings</a></li> <li class="leaf menu-mlid-2894"><a href="/letters/darwins-life-letters/darwin-letters-1876-midst-life">1876: In the midst of life</a></li> <li class="leaf menu-mlid-3363"><a href="/letters/darwins-life-letters/darwin-letters-1877-flowers-and-honours">1877: Flowers and honours</a></li> <li class="leaf menu-mlid-3383"><a href="/letters/darwins-life-letters/darwin-letters-1878-movement-and-sleep">1878: Movement and sleep</a></li> <li class="leaf menu-mlid-3394"><a href="/letters/darwins-life-letters/darwin-letters-1879-tracing-roots">1879: Tracing roots</a></li> <li class="leaf menu-mlid-3661"><a href="/letters/darwins-life-letters/darwin-letters-1880-sensitivity-and-worms">1880: Sensitivity and worms</a></li> <li class="leaf menu-mlid-4063"><a href="/letters/darwins-life-letters/darwin-letters-1881-old-friends-and-new-admirers">1881: Old friends and new admirers</a></li> <li class="last leaf menu-mlid-4102"><a href="/letters/darwins-life-letters/darwin-letters-1882-nothing-too-great-or-too-small">1882: Nothing too great or too small</a></li> </ul></li> <li class="expanded menu-mlid-3384"><a href="/letters/darwins-works-letters">Darwin's works in letters</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-3384"><a href="/letters/darwins-works-letters">Darwin's works in letters overview</a></li> <li class="leaf menu-mlid-3385"><a href="/letters/darwins-works-letters/journal-researches">Journal of researches</a></li> <li class="leaf menu-mlid-3386"><a href="/letters/darwins-works-letters/living-and-fossil-cirripedia">Living and fossil cirripedia</a></li> <li class="expanded menu-mlid-3400"><a href="/letters/darwins-works-letters/origin-big-book">Before Origin: the ‘big book’</a><ul class="menu"><li class="first collapsed menu-mlid-3400"><a href="/letters/darwins-works-letters/origin-big-book">Before Origin: the ‘big book’ overview</a></li> <li class="last leaf menu-mlid-3401"><a href="/letters/darwins-works-letters/origin-big-book/dates-composition-darwins-manuscript-species">Dates of composition of Darwin's manuscript on species</a></li> </ul></li> <li class="leaf menu-mlid-3406"><a href="/letters/darwins-works-letters/origin">Origin</a></li> <li class="expanded menu-mlid-3407"><a href="/letters/darwins-works-letters/rewriting-origin-later-editions">Rewriting Origin - the later editions</a><ul class="menu"><li class="first collapsed menu-mlid-3407"><a href="/letters/darwins-works-letters/rewriting-origin-later-editions">Rewriting Origin - the later editions overview</a></li> <li class="leaf menu-mlid-3412"><a href="/letters/darwins-works-letters/rewriting-origin-later-editions/how-old-earth">How old is the earth?</a></li> <li class="leaf menu-mlid-3411"><a href="/letters/darwins-works-letters/rewriting-origin-later-editions/whale-bear">The whale-bear</a></li> <li class="last leaf menu-mlid-3413"><a href="/letters/darwins-works-letters/rewriting-origin-later-editions/origin-lost-changes-second-german">Origin: the lost changes for the second German edition</a></li> </ul></li> <li class="leaf menu-mlid-3404"><a href="/letters/darwins-works-letters/orchids">Orchids</a></li> <li class="leaf menu-mlid-3662"><a href="/letters/darwins-works-letters/climbing-plants">Climbing plants</a></li> <li class="leaf menu-mlid-3387"><a href="/letters/darwins-works-letters/descent">Descent</a></li> <li class="leaf menu-mlid-3388"><a href="/letters/darwins-works-letters/expression">Expression</a></li> <li class="leaf menu-mlid-3389"><a href="/letters/darwins-works-letters/insectivorous-plants">Insectivorous plants</a></li> <li class="leaf menu-mlid-3663"><a href="/letters/darwins-works-letters/forms-flowers">Forms of flowers</a></li> <li class="leaf menu-mlid-4084"><a href="/letters/darwins-works-letters/cross-and-self-fertilisation">Cross and self fertilisation</a></li> <li class="leaf menu-mlid-3405"><a href="/letters/darwins-works-letters/life-erasmus-darwin">Life of Erasmus Darwin</a></li> <li class="last leaf menu-mlid-3665"><a href="/letters/darwins-works-letters/movement-plants">Movement in Plants</a></li> </ul></li> <li class="leaf menu-mlid-2264"><a href="/letters/about-letters">About the letters</a></li> <li class="expanded menu-mlid-2408"><a href="/letters/lifecycle-letter-film">Lifecycle of a letter film</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2408"><a href="/letters/lifecycle-letter-film">Lifecycle of a letter film overview</a></li> <li class="leaf menu-mlid-2411"><a href="/letters/lifecycle-letter-film/editing-letter">Editing a Letter</a></li> <li class="last leaf menu-mlid-2409"><a href="/letters/lifecycle-letter-film/working-darwin-archive">Working in the Darwin archive</a></li> </ul></li> <li class="leaf menu-mlid-2296"><a href="/letters/capturing-darwin-s-voice-audio-selected-letters">Capturing Darwin’s voice: audio of selected letters</a></li> <li class="leaf menu-mlid-2266"><a href="/letters/correspondence-women">Correspondence with women</a></li> <li class="leaf menu-mlid-878"><a href="/hunt-new-letters">The hunt for new letters</a></li> <li class="expanded menu-mlid-1136"><a href="/letters/editorial-policy-and-practice">Editorial policy and practice</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-1136"><a href="/letters/editorial-policy-and-practice">Editorial policy and practice overview</a></li> <li class="last leaf menu-mlid-3646"><a href="/letters/editorial-policy-and-practice/full-notes-editorial-policy">Full notes on editorial policy</a></li> </ul></li> <li class="leaf menu-mlid-2263"><a href="/letters/symbols-and-abbreviations">Symbols and abbreviations</a></li> <li class="leaf menu-mlid-2905"><a href="/letters/darwins-letters-timeline">Darwin's letters: a timeline</a></li> <li class="leaf menu-mlid-2909"><a href="/world-map">Darwin's letters: World Map</a></li> <li class="leaf menu-mlid-3364"><a href="https://www.darwinproject.ac.uk/have-you-read-one-about" title="">Have you read the one about...</a></li> <li class="leaf menu-mlid-4183"><a href="/letters/charles-darwin-life-letters">Charles Darwin: A Life in Letters</a></li> <li class="leaf menu-mlid-4158"><a href="/darwin-conversation-exhibition">Darwin in Conversation exhibition</a></li> <li class="leaf menu-mlid-4099"><a href="/letters/diagrams-and-drawings-letters">Diagrams and drawings in letters</a></li> <li class="expanded menu-mlid-4105"><a href="/letters/favourite-letters">Favourite Letters</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-4105"><a href="/letters/favourite-letters">Favourite Letters overview</a></li> <li class="leaf menu-mlid-4162"><a href="/letters/favourite-letters/be-envious-ripe-oranges-w-d-fox-may-1832">Be envious of ripe oranges: To W. D. Fox, May 1832</a></li> <li class="leaf menu-mlid-4111"><a href="/letters/favourite-letters/monstrous-stain-j-m-herbert-2-june-1833">That monstrous stain: To J. M. Herbert, 2 June 1833</a></li> <li class="leaf menu-mlid-4166"><a href="/letters/favourite-letters/my-most-solemn-request-emma-darwin-5-july-1844">My most solemn request: To Emma Darwin, 5 July 1844</a></li> <li class="leaf menu-mlid-4178"><a href="/letters/favourite-letters/our-poor-dear-dear-child-emma-darwin-23-april-1851">Our poor dear dear child: To Emma Darwin, [23 April 1851]</a></li> <li class="leaf menu-mlid-4174"><a href="/letters/favourite-letters/i-beg-million-pardons-john-lubbock-3-september-1862">I beg a million pardons: To John Lubbock, [3 September 1862]</a></li> <li class="leaf menu-mlid-4129"><a href="/letters/favourite-letters/prize-possessions-henry-denny-17-january-1865">Prize possessions: To Henry Denny, 17 January [1865]</a></li> <li class="leaf menu-mlid-4114"><a href="/letters/favourite-letters/how-manage-it-j-d-hooker-17-june-1865">How to manage it: To J. D. Hooker, [17 June 1865]</a></li> <li class="leaf menu-mlid-4117"><a href="/letters/favourite-letters/fly-flower-hermann-m-ller-23-october-1867">A fly on the flower: From Hermann Müller, 23 October 1867</a></li> <li class="leaf menu-mlid-4138"><a href="/letters/favourite-letters/reading-my-roommate-s-illustrious-ancestor-t-h-huxley-10-june-1868">Reading my roommate’s illustrious ancestor: To T. H. Huxley, 10 June 1868</a></li> <li class="leaf menu-mlid-4169"><a href="/letters/favourite-letters/beginning-something-j-d-hooker-22-january-1869">A beginning, & that is something: To J. D. Hooker, [22 January 1869]</a></li> <li class="leaf menu-mlid-4135"><a href="/letters/favourite-letters/perfect-copper-plate-hand-adolf-reuter-30-may-1869">Perfect copper-plate hand: From Adolf Reuter, 30 May 1869</a></li> <li class="leaf menu-mlid-4132"><a href="/letters/favourite-letters/darwin-s-favourite-photographer-o-g-rejlander-30-april-1871">Darwin’s favourite photographer: From O. G. Rejlander, 30 April 1871</a></li> <li class="leaf menu-mlid-4172"><a href="/letters/favourite-letters/your-letter-eternalized-us-n-d-doedes-27-march-1873">Your letter eternalized before us: From N. D. Doedes, 27 March 1873</a></li> <li class="leaf menu-mlid-4120"><a href="/letters/favourite-letters/lost-translation-auguste-forel-12-november-1874">Lost in translation: From Auguste Forel, 12 November 1874</a></li> <li class="leaf menu-mlid-4182"><a href="/letters/favourite-letters/i-never-trusted-drosera-e-f-lubbock-after-2-july-1875">I never trusted Drosera: From E. F. Lubbock, [after 2 July] 1875</a></li> <li class="leaf menu-mlid-4126"><a href="/letters/favourite-letters/argus-pheasant-mivart-r-wallace-17-june-1876">From Argus pheasant to Mivart: To A. R. Wallace, 17 June 1876</a></li> <li class="leaf menu-mlid-4141"><a href="/letters/favourite-letters/wearing-his-knowledge-lightly-fritz-m-ller-5-april-1878">Wearing his knowledge lightly: From Fritz Müller, 5 April 1878</a></li> <li class="leaf menu-mlid-4123"><a href="/letters/favourite-letters/terms-engagement-julius-wiesner-25-october-1881">Terms of engagement: To Julius Wiesner, 25 October 1881</a></li> <li class="last leaf menu-mlid-4108"><a href="/letters/favourite-letters/intellectual-capacities-caroline-kennard-26-december-1881">Intellectual capacities: From Caroline Kennard, 26 December 1881</a></li> </ul></li> <li class="expanded menu-mlid-4144"><a href="/letters/darwin-plays">Darwin plays</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-4144"><a href="/letters/darwin-plays">Darwin plays overview</a></li> <li class="leaf menu-mlid-4150"><a href="/letters/darwin-plays/emma-audio-play">'Emma' audio play</a></li> <li class="leaf menu-mlid-4147"><a href="/letters/darwin-plays/frank-audio-play">'Frank' audio play</a></li> <li class="leaf menu-mlid-4153"><a href="/letters/darwin-plays/confessing-murder-audio-play">'Like confessing a murder' audio play</a></li> <li class="last expanded menu-mlid-2294"><a href="/letters/darwin-plays/re-design-dramatisation">'Re: Design' dramatisation</a><ul class="menu"><li class="first collapsed menu-mlid-2294"><a href="/letters/darwin-plays/re-design-dramatisation">'Re: Design' dramatisation overview</a></li> <li class="last leaf menu-mlid-1134"><a href="/commentary/religion/re-design-dramatisation/dramatisation-script">Dramatisation script</a></li> </ul></li> </ul></li> <li class="leaf menu-mlid-3377"><a href="https://www.darwinproject.ac.uk/search?sort=date&keyword=darwin&f1-document-type=letter" title="">Browse all Darwin letters in date order</a></li> <li class="last leaf menu-mlid-3391"><a href="/letters/list-correspondents">List of correspondents</a></li> </ul></li> <li class="expanded menu-mlid-824"><a href="/commentary">Commentary</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-824"><a href="/commentary">Commentary overview</a></li> <li class="expanded menu-mlid-2269"><a href="/commentary/evolution" title="">Evolution</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2269"><a href="/commentary/evolution" title="">Evolution overview</a></li> <li class="leaf menu-mlid-2262"><a href="/commentary/evolution/natural-selection">Natural selection</a></li> <li class="leaf menu-mlid-2293"><a href="/commentary/evolution/sexual-selection">Sexual selection</a></li> <li class="leaf menu-mlid-2299"><a href="/commentary/evolution/inheritance">Inheritance</a></li> <li class="leaf menu-mlid-2298"><a href="/commentary/evolution/divergence">Divergence</a></li> <li class="leaf menu-mlid-3410"><a href="/commentary/evolution/correlation-growth-deaf-blue-eyed-cats-pigs-and-poison">Correlation of growth: deaf blue-eyed cats, pigs, and poison</a></li> <li class="leaf menu-mlid-3414"><a href="/commentary/evolution/natural-selection-trouble-terminology-part-i">Natural Selection: the trouble with terminology Part I</a></li> <li class="leaf menu-mlid-3415"><a href="/commentary/evolution/survival-fittest-trouble-terminology-part-ii">Survival of the fittest: the trouble with terminology Part II</a></li> <li class="last leaf menu-mlid-3671"><a href="/commentary/evolution/darwin-s-species-notebooks-i-think">Darwin’s species notebooks: ‘I think . . .’</a></li> </ul></li> <li class="expanded menu-mlid-871"><a href="/commentary/geology" title="">Geology</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-871"><a href="/commentary/geology" title="">Geology overview</a></li> <li class="leaf menu-mlid-2259"><a href="/commentary/geology/darwin-geology">Darwin and geology</a></li> <li class="leaf menu-mlid-1127"><a href="/topics/geology/darwin-s-introduction-geology">Darwin’s introduction to geology</a></li> <li class="leaf menu-mlid-1270"><a href="/commentary/geology/geology-beagle-voyage">The geology of the Beagle voyage</a></li> <li class="leaf menu-mlid-1122"><a href="/commentary/geology/darwin-coral-reefs">Darwin and coral reefs</a></li> <li class="leaf menu-mlid-2258"><a href="/commentary/geology/darwin-s-earthquakes">Darwin’s earthquakes</a></li> <li class="leaf menu-mlid-2257"><a href="/topics/geology/darwin-geological-society" title="">Darwin and the Geological Society</a></li> <li class="leaf menu-mlid-1123"><a href="/commentary/geology/darwin-glen-roy">Darwin and Glen Roy</a></li> <li class="last leaf menu-mlid-1087"><a href="/topics/geology/bibliography-darwin-s-geological-publications">Bibliography of Darwin’s geological publications</a></li> </ul></li> <li class="expanded menu-mlid-2247"><a href="/commentary/life-sciences" title="">Life sciences</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-2247"><a href="/commentary/life-sciences" title="">Life sciences overview</a></li> <li class="expanded menu-mlid-1117"><a href="/commentary/life-sciences/darwin-and-down">Darwin and Down</a><ul class="menu"><li class="first collapsed menu-mlid-1117"><a href="/commentary/life-sciences/darwin-and-down">Darwin and Down overview</a></li> <li class="last leaf menu-mlid-1149"><a href="/commentary/life-sciences/darwin-and-down/darwin-s-hothouse-and-lists-hothouse-plants">Darwin’s hothouse and lists of hothouse plants</a></li> </ul></li> <li class="leaf menu-mlid-4087"><a href="/commentary/life-sciences/species-and-varieties">Species and varieties</a></li> <li class="leaf menu-mlid-1058"><a href="/commentary/life-sciences/evolution-honeycomb">The evolution of honeycomb</a></li> <li class="leaf menu-mlid-1083"><a href="/commentary/life-sciences/tale-two-bees">A tale of two bees</a></li> <li class="expanded menu-mlid-1088"><a href="/commentary/life-sciences/beauty-and-seed">Beauty and the seed</a><ul class="menu"><li class="first collapsed menu-mlid-1088"><a href="/commentary/life-sciences/beauty-and-seed">Beauty and the seed overview</a></li> <li class="last leaf menu-mlid-1055"><a href="/commentary/life-sciences/beauty-and-seed/mauro-galetti-profile-ecologist">Mauro Galetti: profile of an ecologist</a></li> </ul></li> <li class="leaf menu-mlid-2261"><a href="/commentary/life-sciences/casting-about-darwin-worms">Casting about: Darwin on worms</a></li> <li class="leaf menu-mlid-1081"><a href="/commentary/life-sciences/was-darwin-ecologist">Was Darwin an ecologist?</a></li> <li class="leaf menu-mlid-3641"><a href="/commentary/life-sciences/dipsacus-and-drosera-frank-s-favourite-carnivores">Dipsacus and Drosera</a></li> <li class="expanded menu-mlid-2318"><a href="/commentary/life-sciences/darwin-and-barnacles">Darwin and barnacles</a><ul class="menu"><li class="first collapsed menu-mlid-2318"><a href="/commentary/life-sciences/darwin-and-barnacles">Darwin and barnacles overview</a></li> <li class="last leaf menu-mlid-2317"><a href="/commentary/life-sciences/darwin-and-barnacles/darwin-s-study-cirripedia">Darwin’s study of the Cirripedia</a></li> </ul></li> <li class="expanded menu-mlid-2280"><a href="/commentary/life-sciences/darwin-and-vivisection">Darwin and vivisection</a><ul class="menu"><li class="first collapsed menu-mlid-2280"><a href="/commentary/life-sciences/darwin-and-vivisection">Darwin and vivisection overview</a></li> <li class="leaf menu-mlid-2284"><a href="/topics/life-sciences/darwin-and-vivisection/vivisection-draft-petition">Vivisection: draft petition</a></li> <li class="leaf menu-mlid-2285"><a href="/topics/life-sciences/darwin-and-vivisection/vivisection-baas-committee-report">Vivisection: BAAS committee report</a></li> <li class="leaf menu-mlid-2286"><a href="/topics/life-sciences/darwin-and-vivisection/vivisection-first-sketch-bill">Vivisection: first sketch of the bill</a></li> <li class="leaf menu-mlid-2287"><a href="/topics/life-sciences/darwin-and-vivisection/vivisection-darwins-testimony-royal-commission">Vivisection: Darwin's testimony</a></li> <li class="last leaf menu-mlid-2288"><a href="/topics/life-sciences/darwin-and-vivisection/appeal-against-animal-cruelty">'An Appeal' against animal cruelty</a></li> </ul></li> <li class="last leaf menu-mlid-2916"><a href="/commentary/life-sciences/biodiversity-and-its-histories">Biodiversity and its histories</a></li> </ul></li> <li class="expanded menu-mlid-873"><a href="/commentary/human-nature" title="">Human nature</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-873"><a href="/commentary/human-nature" title="">Human nature overview</a></li> <li class="leaf menu-mlid-2604"><a href="/commentary/human-nature/darwin-human-evolution">Darwin on human evolution</a></li> <li class="expanded menu-mlid-1269"><a href="/commentary/human-nature/expression-emotions">The expression of emotions</a><ul class="menu"><li class="first collapsed menu-mlid-1269"><a href="/commentary/human-nature/expression-emotions">The expression of emotions overview</a></li> <li class="expanded menu-mlid-1262"><a href="/commentary/human-nature/expression-emotions/emotion-experiment">Emotion experiment</a><ul class="menu"><li class="first collapsed menu-mlid-1262"><a href="/commentary/human-nature/expression-emotions/emotion-experiment">Emotion experiment overview</a></li> <li class="last leaf menu-mlid-1263"><a href="/commentary/human-nature/expression-emotions/emotion-experiment/results-darwin-online-emotions">Results of the Darwin Online Emotions Experiment</a></li> </ul></li> <li class="leaf menu-mlid-2256"><a href="/commentary/human-nature/expression-emotions/face-emotion">Face of emotion</a></li> <li class="last leaf menu-mlid-2292"><a href="/commentary/human-nature/expression-emotions/darwin-s-queries-expression">Darwin’s queries on expression</a></li> </ul></li> <li class="expanded menu-mlid-1052"><a href="/commentary/human-nature/origin-language">The origin of language</a><ul class="menu"><li class="first collapsed menu-mlid-1052"><a href="/commentary/human-nature/origin-language">The origin of language overview</a></li> <li class="leaf menu-mlid-1053"><a href="/commentary/human-nature/origin-language/language-key-letters">Language: key letters</a></li> <li class="last leaf menu-mlid-1153"><a href="/commentary/human-nature/origin-language/language-interview-gregory-radick">Language: Interview with Gregory Radick</a></li> </ul></li> <li class="last leaf menu-mlid-1140"><a href="/commentary/human-nature/darwin-and-human-nature-film-series">Film series podcasts</a></li> </ul></li> <li class="expanded menu-mlid-874"><a href="/commentary/religion" title="">Religion</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-874"><a href="/commentary/religion" title="">Religion overview</a></li> <li class="leaf menu-mlid-1033"><a href="/commentary/religion/darwin-and-design">Darwin and design</a></li> <li class="leaf menu-mlid-1288"><a href="/commentary/religion/what-did-darwin-believe">What did Darwin believe?</a></li> <li class="leaf menu-mlid-1034"><a href="/commentary/religion/darwin-and-church">Darwin and the Church</a></li> <li class="leaf menu-mlid-1089"><a href="/commentary/religion/british-association-meeting-1860">British Association meeting 1860</a></li> <li class="leaf menu-mlid-1121"><a href="/commentary/religion/darwin-and-religion-america">Darwin and religion in America</a></li> <li class="expanded menu-mlid-1045"><a href="/commentary/religion/essays-reviews-asa-gray">Essays and reviews by Asa Gray</a><ul class="menu"><li class="first collapsed menu-mlid-1045"><a href="/commentary/religion/essays-reviews-asa-gray">Essays and reviews by Asa Gray overview</a></li> <li class="leaf menu-mlid-2271"><a href="/commentary/religion/essays-reviews-asa-gray/darwiniana-preface">Darwiniana – Preface</a></li> <li class="leaf menu-mlid-2272"><a href="/commentary/religion/essays-reviews-asa-gray/essay-design-versus-necessity">Essay: Design versus necessity</a></li> <li class="leaf menu-mlid-1046"><a href="/commentary/religion/essays-reviews-asa-gray/essay-natural-selection-natural-theology">Essay: Natural selection & natural theology</a></li> <li class="leaf menu-mlid-1146"><a href="/commentary/religion/essays-reviews-asa-gray/essay-evolution-theology">Essay: Evolution and theology</a></li> <li class="leaf menu-mlid-2273"><a href="/commentary/religion/essays-reviews-asa-gray/essay-what-darwinism">Essay: What is Darwinism?</a></li> <li class="last leaf menu-mlid-2274"><a href="/commentary/religion/essays-reviews-asa-gray/essay-evolutionary-teleology">Essay: Evolutionary teleology</a></li> </ul></li> <li class="last expanded menu-mlid-2249"><a href="/commentary/religion/science-and-religion-interviews">Science and religion Interviews</a><ul class="menu"><li class="first collapsed menu-mlid-2249"><a href="/commentary/religion/science-and-religion-interviews">Science and religion Interviews overview</a></li> <li class="leaf menu-mlid-2250"><a href="/commentary/religion/science-and-religion-interviews/interview-emily-ballou">Interview with Emily Ballou</a></li> <li class="leaf menu-mlid-2251"><a href="/commentary/religion/science-and-religion-interviews/interview-simon-conway-morris">Interview with Simon Conway Morris</a></li> <li class="leaf menu-mlid-2252"><a href="/commentary/religion/science-and-religion-interviews/interview-john-hedley-brooke">Interview with John Hedley Brooke</a></li> <li class="leaf menu-mlid-2253"><a href="/commentary/religion/science-and-religion-interviews/interview-randal-keynes">Interview with Randal Keynes</a></li> <li class="leaf menu-mlid-2254"><a href="/commentary/religion/science-and-religion-interviews/interview-tim-lewens">Interview with Tim Lewens</a></li> <li class="last leaf menu-mlid-2255"><a href="/commentary/religion/science-and-religion-interviews/interview-pietro-corsi">Interview with Pietro Corsi</a></li> </ul></li> </ul></li> <li class="last expanded menu-mlid-3395"><a href="/commentary/curious" title="">For the curious...</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-3395"><a href="/commentary/curious" title="">For the curious... overview</a></li> <li class="leaf menu-mlid-4155"><a href="/commentary/curious/cordillera-beagle-expedition">Cordillera Beagle expedition</a></li> <li class="leaf menu-mlid-4096"><a href="/commentary/curious/darwin-family">The Darwin family</a></li> <li class="leaf menu-mlid-4093"><a href="/commentary/curious/darwin-s-plant-experiments">Darwin’s plant experiments</a></li> <li class="leaf menu-mlid-4090"><a href="/commentary/curious/behind-scenes">Behind the scenes</a></li> <li class="leaf menu-mlid-3664"><a href="/commentary/curious/darwin-s-networks">Darwin’s Networks</a></li> <li class="leaf menu-mlid-3643"><a href="/commentary/curious/darwin-and-beagle-voyage">Darwin and the Beagle voyage</a></li> <li class="leaf menu-mlid-3403"><a href="/commentary/curious/darwin-and-working-home">Darwin and working from home</a></li> <li class="leaf menu-mlid-3409"><a href="/commentary/curious/darwin-cats-and-cat-shows">Darwin, cats and cat shows</a></li> <li class="leaf active menu-mlid-3396 campl-current-page"><a href="/commentary/curious/darwin-and-dogs" class="active">Darwin and dogs</a></li> <li class="leaf menu-mlid-3397"><a href="/commentary/curious/darwins-illness">Darwin's illness</a></li> <li class="leaf menu-mlid-3398"><a href="/commentary/curious/plant-or-animal-or-don-t-try-home">Plant or animal? (Or: Don’t try this at home!)</a></li> <li class="last leaf menu-mlid-3399"><a href="/commentary/curious/strange-things-sent-darwin-post">Strange things sent to Darwin in the post</a></li> </ul></li> </ul></li> <li class="expanded menu-mlid-823"><a href="/people">People</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-823"><a href="/people">People overview</a></li> <li class="leaf menu-mlid-2150"><a href="/commentary/key-correspondents" title="">Key correspondents</a></li> <li class="leaf menu-mlid-2153"><a href="/commentary/beagle-voyage-networks" title="">Beagle voyage networks</a></li> <li class="leaf menu-mlid-2152"><a href="/commentary/family-and-friends" title="">Family and friends</a></li> <li class="leaf menu-mlid-2159"><a href="/commentary/darwins-scientific-network" title="">Darwin's scientific network</a></li> <li class="leaf menu-mlid-2155"><a href="/tags/readers-and-critics" title="">Readers and critics</a></li> <li class="leaf menu-mlid-2162"><a href="/tags/publishers-artists-and-illustrators" title="">Publishers, artists and illustrators</a></li> <li class="leaf menu-mlid-3381"><a href="/correspondents-alphabetical" title="">People pages in alphabetical order</a></li> <li class="expanded menu-mlid-3367"><a href="/people/german-and-dutch-photograph-albums">German and Dutch photograph albums</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-3367"><a href="/people/german-and-dutch-photograph-albums">German and Dutch photograph albums overview</a></li> <li class="leaf menu-mlid-3372"><a href="/people/german-and-dutch-photograph-albums/photograph-album-german-and-austrian-scientists">Photograph album of German and Austrian scientists</a></li> <li class="leaf menu-mlid-3371"><a href="/people/german-and-dutch-photograph-albums/photograph-album-dutch-admirers">Photograph album of Dutch admirers</a></li> <li class="last leaf menu-mlid-3370"><a href="/german-poems-presented-darwin">German poems presented to Darwin</a></li> </ul></li> <li class="last leaf menu-mlid-3380"><a href="https://www.darwinproject.ac.uk/search?text=%22%22;f1-document-type=people;sort=name" title="">List of all people mentioned in letters</a></li> </ul></li> <li class="expanded active-trail menu-mlid-825"><a href="/learning-resources" title="" class="active-trail campl-selected">Learning</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed active-trail menu-mlid-825"><a href="/learning-resources" title="" class="active-trail">Learning overview</a></li> <li class="expanded menu-mlid-1739"><a href="/learning/7-11">Ages 7-11</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-1739"><a href="/learning/7-11">Ages 7-11 overview</a></li> <li class="leaf menu-mlid-2601"><a href="/learning/7-11/darwin-the-collector">Darwin The Collector</a></li> <li class="leaf menu-mlid-2602"><a href="/learning/7-11/detecting-darwin">Detecting Darwin</a></li> <li class="leaf menu-mlid-2603"><a href="/learning/7-11/darwin-and-evolution">Darwin And Evolution</a></li> <li class="leaf menu-mlid-2600"><a href="/learning/7-11/darwins-fantastical-voyage">Darwin's Fantastical Voyage</a></li> <li class="last leaf menu-mlid-3408"><a href="/learning/7-11/home-learning-7-11-years">Home learning: 7-11 years</a></li> </ul></li> <li class="expanded menu-mlid-1744"><a href="/learning/11-14">Ages 11-14</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-1744"><a href="/learning/11-14">Ages 11-14 overview</a></li> <li class="leaf menu-mlid-2899"><a href="/learning/11-14/darwin-and-religion">Darwin and Religion</a></li> <li class="leaf menu-mlid-2898"><a href="/learning/11-14/doing-darwins-experiments">Doing Darwin’s Experiments</a></li> <li class="leaf menu-mlid-2900"><a href="/learning/11-14/how-dangerous-was-darwin">How dangerous was Darwin?</a></li> <li class="leaf menu-mlid-2901"><a href="/learning/11-14/offer-of-a-lifetime">Offer of a lifetime</a></li> <li class="leaf menu-mlid-2903"><a href="/learning/11-14/darwin-and-slavery">Darwin and slavery</a></li> <li class="leaf menu-mlid-2902"><a href="/learning/11-14/beagle-voyage">Beagle Voyage</a></li> <li class="leaf menu-mlid-2904"><a href="/learning/11-14/darwins-scientific-women">Darwin’s scientific women</a></li> <li class="last leaf menu-mlid-1154"><a href="/case-studies-using-darwin%E2%80%99s-letters-classroom">Schools Gallery: Using Darwin’s letters in the classroom</a></li> </ul></li> <li class="expanded menu-mlid-833"><a href="/learning/universities">Universities</a><ul class="campl-unstyled-list local-dropdown-menu"><li class="first collapsed menu-mlid-833"><a href="/learning/universities">Universities overview</a></li> <li class="expanded menu-mlid-1063"><a href="/learning/universities/letters-primary-source" title="">Letters as a primary source</a><ul class="menu"><li class="first collapsed menu-mlid-1063"><a href="/learning/universities/letters-primary-source" title="">Letters as a primary source overview</a></li> <li class="leaf menu-mlid-2276"><a href="/learning/universities/letters-primary-source/scientific-networks">Scientific networks</a></li> <li class="leaf menu-mlid-2277"><a href="/learning/universities/letters-primary-source/scientific-practice">Scientific practice</a></li> <li class="leaf menu-mlid-2278"><a href="/learning/universities/letters-primary-source/controversy">Controversy</a></li> <li class="leaf menu-mlid-2279"><a href="/learning/universities/letters-primary-source/religion">Religion</a></li> <li class="leaf menu-mlid-1066"><a href="/learning/universities/letters-primary-source/discussion-questions-and-essay-questions">Discussion questions and essay questions</a></li> <li class="last leaf menu-mlid-1286"><a href="/learning/universities/letters-primary-source/suggested-reading">Suggested reading</a></li> </ul></li> <li class="expanded menu-mlid-1550"><a href="/learning/universities/getting-know-darwins-science">Getting to know Darwin's science</a><ul class="menu"><li class="first collapsed menu-mlid-1550"><a href="/learning/universities/getting-know-darwins-science">Getting to know Darwin's science overview</a></li> <li class="leaf menu-mlid-2144"><a href="/learning/universities/getting-know-darwins-science/early-days">Early days</a></li> <li class="leaf menu-mlid-1086"><a href="/learning/universities/getting-know-darwins-science/barnacles">Barnacles</a></li> <li class="leaf menu-mlid-932"><a href="/learning/universities/getting-know-darwins-science/biogeography">Biogeography</a></li> <li class="leaf menu-mlid-1287"><a href="/learning/universities/getting-know-darwins-science/variation-under-domestication">Variation under domestication</a></li> <li class="leaf menu-mlid-1259"><a href="/learning/universities/getting-know-darwins-science/orchids">Orchids</a></li> <li class="leaf menu-mlid-1150"><a href="/learning/universities/getting-know-darwins-science/instinct-and-evolution-mind">Instinct and the evolution of mind</a></li> <li class="leaf menu-mlid-1048"><a href="/learning/universities/getting-know-darwins-science/insectivorous-plants">Insectivorous plants</a></li> <li class="leaf menu-mlid-1095"><a href="/learning/universities/getting-know-darwins-science/climbing-plants">Climbing plants</a></li> <li class="leaf menu-mlid-1141"><a href="/learning/universities/getting-know-darwins-science/floral-dimorphism">Floral dimorphism</a></li> <li class="leaf menu-mlid-1260"><a href="/learning/universities/getting-know-darwins-science/power-movement-plants">Power of movement in plants</a></li> <li class="leaf menu-mlid-1135"><a href="/learning/universities/getting-know-darwins-science/earthworms">Earthworms</a></li> <li class="last leaf menu-mlid-1132"><a href="/learning/universities/getting-know-darwins-science/dining-down-house">Dining at Down House</a></li> </ul></li> <li class="expanded menu-mlid-2314"><a href="/learning/universities/darwin-and-human-nature">Darwin and human nature</a><ul class="menu"><li class="first collapsed menu-mlid-2314"><a href="/learning/universities/darwin-and-human-nature">Darwin and human nature overview</a></li> <li class="leaf menu-mlid-1155"><a href="/learning/universities/darwin-and-human-nature/moral-nature">Moral nature</a></li> <li class="last leaf menu-mlid-1261"><a href="/learning/universities/darwin-and-human-nature/race-civilization-and-progress">Race, civilization, and progress</a></li> </ul></li> <li class="last expanded menu-mlid-1289"><a href="/learning/universities/women-and-science">Women and science</a><ul class="menu"><li class="first collapsed menu-mlid-1289"><a href="/learning/universities/women-and-science">Women and science overview</a></li> <li class="leaf menu-mlid-2281"><a href="/learning/universities/women-and-science/women-s-scientific-participation">Women’s scientific participation</a></li> <li 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href="https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.darwinproject.ac.uk%2Fcommentary%2Fcurious%2Fdarwin-and-dogs" title="Share on Facebook" target="_blank"><i class="fab fa-facebook-f"></i></a> <a class="icon-sm darwin-twitter" href="https://twitter.com/intent/tweet?text=Darwin+and+dogs&url=https%3A%2F%2Fwww.darwinproject.ac.uk%2Fcommentary%2Fcurious%2Fdarwin-and-dogs" title="Share on Twitter" target="_blank"><i class="fab fa-twitter"></i></a> <a class="icon-sm darwin-email" href="mailto:?&subject=Darwin+and+dogs&body=https%3A%2F%2Fwww.darwinproject.ac.uk%2Fcommentary%2Fcurious%2Fdarwin-and-dogs" title="Share by email"><i class="fas fa-envelope"></i></a></div>  </div> </div> <div id="block-system-main" class="block block-system"> <div> <div id="node-588" class="node node-page clearfix" about="/commentary/curious/darwin-and-dogs" typeof="foaf:Document"> <span property="dc:title" content="Darwin and dogs" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <div class="content campl-content-container"> <div class="field field-name-field-image field-type-file field-label-hidden"><div class="field-items"><div class="field-item even"><div id="file-946" class="file file-image file-image-png"> <h2 class="element-invisible"><a href="/file/polly-expression3png">polly-expression3.png</a></h2> <div class="content"> <a href="https://www.darwinproject.ac.uk/sites/default/files/polly-expression3.png"><img typeof="foaf:Image" class="campl-scale-with-grid" src="https://www.darwinproject.ac.uk/sites/default/files/polly-expression3.png" width="300" height="221" alt="" /></a> </div> </div> </div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>Darwin was almost always in the company of dogs. Nina, Spark, Pincher, and Shiela. Snow, Dash, Bob, and Bran. The beloved terrier Polly (right). They were Darwin's constant companions at home and in the field, on walks and in sport, in his study and by the fireside. They were also fascinating objects of study. Darwin observed their variations in breed and behaviour, their adaptation to specific conditions, and their mental and emotional abilities, which approached those of humans.</p> <p class="rtecenter"> <iframe allow="autoplay; fullscreen" allowfullscreen="" frameborder="0" height="360" src="https://player.vimeo.com/video/391475925" width="640"></iframe></p> <p> </p> <p>In his youth, Darwin was passionate about hunting. When he was still in boarding school, he was introduced to the sport by his uncles Josiah Wedgwood II and William Owen. While at Cambridge, he got a new Pointer (Dash) to stalk pheasant across the fens. His description of a day's hunting reach the highest pitch of joy: "<a href="/letter/?docId=letters/DCP-LETT-46.xml">If there is bliss on earth, that is it</a>". Darwin's experience with hunting dogs on the scent or giving chase, was important for his work on evolution. In an early draft on his species theory, he used the greyhound as a prime example of adaptation and selection, noting how its every bone and muscle, instinct and habit, were fitted to run down hare.</p> <p class="rtecenter"><img alt="" src="data:image/png;base64,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" /></p> <p>Darwin also studied the social behaviour of dogs, noting their bonds of affection toward their human masters. "It is curious to speculate on the feelings of a dog," Darwin wrote, "who will rest peacefully for hours in a room with his master or any of the family, without the least notice being taken of him; but if left for a short time by himself, barks or howls dismally." (<em>Descent</em> 1: 74)</p> <p class="rtecenter"><img alt="" src="data:image/png;base64,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" /></p> <h6 class="rtecenter">Gone for a walk: the empty dog bed by the fire in Darwin's study.</h6> <p>In <em>Descent of Man</em>, Darwin's used dogs to illustrate the evolution of the moral sense. He gave the example of a pointer who displayed remorse after failing in his duty by giving chase. "A pointer ... would say to himself, I ought ... to have pointed to that hare and not have yielded to the passing temptation of hunting it." (<em>Descent</em> 2: 392) Darwin argued that dogs could recall wrongful behavior, and such memories would clash with their social instincts. Conscience thus arose through a conflict between enduring social feelings and more fleeting desires such as hunger or the urge to give chase. The same structure of feeling, he argued, formed the foundation of moral behaviour in humans.</p> <p>Inspired partly by his love of dogs and his belief in their moral sense, Darwin became involved in a campaign to regulate animal experiments. He was convinced of the importance of experimental physiology, but wanted measures taken to protect animals from cruelty. In <em>Descent</em>, he remarked on the capacity of dogs to love in the face of such cruelty: "everyone has heard of the dog suffering under vivisection, who licked the hand of the operator; this man, unless he had a heart of stone, must have felt remorse to the last hour of his life." (<em>Descent</em> 1: 40)</p> <p class="rtecenter"><img alt="" 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9HZZGjtcnR2OTqnEqNXiz1iQetSoRAk6N1qtE4larsMa8iAxa/F4FRicqrwhwWCYStevwmPx4A/YCYUsRErcxGNu/H5rVhtWmx2PS63GY9PwOW14PSY8AaseIICTr+JQMyBzatDaxXjChtxh804A0acASOuoAlX0ITVo8UftRGIOXAHLXhDVqweHXq7Ap1NhuDX46tw4oxZMXg0WAIT666ogC1oQvDrsQYMmHw6ZBYRKpsMIWRECBoweNSYAzpMk2BU22WobFKUVglyiwi5RYTUVIpCEKO0SlAIIhSCGIUgRmoqRedSo3NqMLj1mL0G5CYJYn0JEn0xUoMIuVmK1ChGpCshX/6Yh6L7lGqL0TrUqG1KJAYRYr0YhUWB1qFGY1cgM4sQG4oR6Qsp0eZToMwjX/GIPPE9nkgfUqIuQqQRcb/oIXef3Oe3+3f47ref+PbXH/n6l+/57Icv+eLHL/nqh6/46PMP+fDzD/n0i4/57MuP+fCzD7hy4zKXrk2UEOcuneWNsyd4+eghduzZwaZtm1m3eR1LVi5l1ry5zFu0kJcO7GPbru0sWr6YpauWsWLtCtZuWsOrxw9z+sIprr15lRtvXycn9yLnL1/kwpVzvPr6Pp6U/kW82kMo4cAfsxOI2wnErYQSNkIJB5FJMETL7AQjFoIhM6GoQCRuI17uJJpwEI5PZGKhiJVg2IbLY+C5efPmkZmVQVpGKmmZqaRkTmd6xjSmpD7PnIWzOX/5HA/zHiBXy1DqFMjUUt796B2uvX2NL3/+muvv3+RR6WOK1WLkJhXesgCJugoa25uRqeWsXb+G6SlTyc7OYMHC2SxbsYjMGSls3rIOkbSIqroIlQ0hGtpjtHRXkmyvpLw2gisgYPMY0Asa7j/+mzffu8XOvbtYvWEtL760i9dPn+CH2z9OliR56C1awgk/kXIfbr8Js12JXFOASleEy2vA6zdhNMvQ6EsxWCSYrHIMFil6swStUYzBIsPm0uILCbh8RmwuDU6PAbtbh9mmxOHR4w8JuLwGrA41FrsKq1ONy2ckUubEHxZw+434QgK+kAVv0ITLp8PtNxCICDg8GmweNd6oBcGjxeLRYpy06kaPBq1TOekmVKjsMtQOBUqbFI1LgcmnRusQo7GJMLuUOP16fEELvoAZX8BMMGwjGHEQiU5kK8GQB6/PgdMl4HQJuDxW7E4jgl2LO2jFZFdhsMrxhC3YfTosTiWeiIFIpYNQwo7Db8Du0+MNT5Qi3rAVh8+IJyQQjDlxhyxYPDqsXgPWgIlQlQ9vuQudU43ZZ8CTcOKIWBH8Rix+I9agGbPfgMapQu1QondrMAeMCCEzJr8BrVuN1qlG61KjsiuQC1IUVhlSsxiJSYTMIkFhlaGwSlHaZChtchRWOVqHBqlRhtQoR+/SozDLJx2GGLlZhswkR2KQUKQq4onsCY/EjyhWFyM1ShHpSilUFlCkKkJmkqJxKFHZpMjMIkp1BRRr8idAIb1HnuQhD0R/kye5T5GqkFJNKQ9KHnG/OI+f7v5G7nu3ePmNoxx8/QjHzp3g4o0cbr1/iw8/+4CPvviIz778hE8+/4gPPn3/mbM4d+kspy+c4uiJI+w99BIbtmxkw5aNbNq2mRVrVzJz7iyyZs9g685t7Ny7i+27d7Bx6waWrlrCirXLOfL6q5zNOcNb79/io88/JPdWLmdzznMm5xSHjr7Eo6I/iVV5CZe7CSfc+KN2vJEJtxEscxBNOIklXETjzgkghARCERuhqI1I3Ek4bsMb0BMICwTDNsJRJx6fhedmzpxJZnYGqekT3ZDUrBQyZ2WQlp1K1uxMtu/exrUbuXz0+Yd89/O3fP3DV5y9dIYrb17lzOWzHH7jCH/m/YXcqCRfVsS5q+f58IuPkWuVXL1xjVlzZvH81OdJTZvOytVLWb1uOalZU9mwZS1ieQl1zeXUNEVpaI/R1FlBXUtiEhhWrG49gsuAVCXi979+5dXjh1m3eR279u3kxJkT/PbXr5TKihHJi7E4DQTjXkIxN96gBbtbg8EsxmKX4Q+ZCYYFnG4dgk2BUZBgMEkwCXIEmwqDWYbRLMflNeHxW3B6jLh9k3dmtxmzVY3g1OIKWHD4TJgdGnQmGQazHKfXOFl6WHB4dDg9etw+I96gEYdHjeCU4/SpsbmV2NwqXAEjZrsSq1uH3WfA4tJhdGlRCTJUggyZSYzSpkDjUiG3iJGZS1A7xCgsRajMRRgdUgSPCrtXj8tvwu034wlY8fiseHx2AiEPwbAff8CD2+vE63Xh9NixugzY3AY8YSt6QY5MW4jeKsHkkGNxKXEFDcSrPUQrXVjdWsxONVb3RBfJ6TfjCliwOHVYnDoEtwGb14zNZ8HqtxCoCOCIOCa6OH4z1qAVk9eI0WPA6DFi9pmx+C2Y/SYMXgNGnxFzUMASsmLwmVC7dKgcGpQONVJBjtgkQTSpUqMYsUmKTJAjtyqRmKTIBTkyiwKRXkKhspgiVSkKQYXMKEWkKUWkKUWsEyMxyJAYZBSrS3kiKyBfXojEIEWkk5Anecz9kofkSfIo1ZagssqRmSUUa56QJ73PI8k9nsgekq94TJ7kAQ9K/+aJ7BFFygLuFz/gl79/5cc7v/D5j9+QcyuXA8cOc/jkUU5eOkPOzcu8/fHb/0dJ8hkfffIB7338Lm9/8BYXrpzn1PmTnDp/kpePHmL3/l1s3r6ZTds2sXHrJpavWcHsBXOYMXcWm7ZtYte+nWzfvZ0Va5ezesMqNm3byOFjr3Dy3BvcePs673z0Njm5l7h49RI5uRc4dHQPeUV3iFf5CCc8RCv8+CJ23CEL3qiAP2YjHHcQS7hJVHiJJ9xEonYiMQfhmJ1Q1EooaiUYFojEHPiDFnwBAa9fmAw9M1JJz0wjc0YGGTPTmZY+lYyZ6WTNzmTpyiXsfmkXO/ZsZ9O2jazZuJpN2zfywoubmbNoNq+deg2xSkyBpJArb+eyaMUiNmzdyIHDh5i3cAFr1q3jwKFDHHj5AHv272bZmiVkzkllx0tbkapLaWgtp6GtjGRHnKauSupby6msj2L3GjFYFdi9RrRmBXlFD3nj7HHWbV7Lrn07OX7qNb77+WvyS/IokRVgENR4gw6CUQf+iJVgVCAQMROMmAlNWi6/34THZ8Dp0eB06XC4dFjtGswWBYJNi8c7AQibQ4/dacDuNOJ0mbBYdZjtWuxeEw6fGcGtR2uSodKJsNg1E90EnxGLQ4XVocbp1uHyaLE5lZisYix2CYJThtWpxO5SYzTLEBxqXD4TFvtE90ZjlqOyyJGbpahtKnQuLXJBgtRUhNYpRW0rQW0tweiUYvGqsfp02Hx6bB79RFvWZcBiN2B3CTg9dmxOK1aHgMMlYLbp0Quqyc6IBp1FilxXiNpUgtmpQHCrsLiUuENG/DEBh9+AJzRRtkycswVPyIbBqkZjlqO3KLE49Vg9JiweE94yD2avCbVNjc6pRWPXoLIqUVmVqCdbwlqHFq1Ti9qhQefWofca0HoNqJwa5HYVUqsCiUWG2CJDbJZSapJQbBBRpC+lWF+KyCxFYpFTqi9FapYhNcspfQYFOQqzCqlBgkhTQomqiGJ1KWK9lBKNiDzJEx6J83gsfYJIJ0FqlJEvL+Re8QP+Lvqbh6IH5MufUKB4whPZQx5LH/JY9pACxWMKlQU8Ej/kQel98mWPKZQX8PvDP/j57i98ffs7Pv7mM97/8mPe//IjPv3+M7746Ss+/+ELPvx8AhCffPkxn335Ce++/xbnJ0Hx2htHeePsCU6ceZ19L+9l176dbN6+kRVrl7Nk5WIWLlvIgqULWbR8ES/seIEde7azdtNq5iyczeoNq3hhx2YOHTnI8VPHuHQthys3LnPm4hlyci9z6XoO+w/v5P6T3wknPPgiDkJlHgIxB/6oDX/MRiBuJxizE445nuVyobCVcMxGOGrFHzIRCJsJR+0kKrwEwzZ8AYFAyM5zGZmZpGWkMmNWNmlZqWTMTH/2xTNmpbNo2UI2bFrP4uWLSMmczr+n/Ysde7Zz5PVX2bBlPe99/C6FogLeOPM6W158ga07t7B913bWblzHosVLeOvtd7EIVhQaFTfeucGydcvIXpDBrgPbkaqLqWuJ09AeJ9kRp7EjQX1rgsr6CIJLi8GqwOEzoTXLKZEVcOn6Oda9sJqtO1/gxNnj/PTbt0hUJSgNUmxuA5G4j1jCiz8sEI7bSFQ4iZfbCIWM+Hx6An4TgeBErRaO2vEFLAg2NRarFpdbwOE0Y7UZMJpVaHRi9AYpFqsKrUGCQlOK0iBCbRKjMoqQaoookT1CJHuETFOEyiBCY5RgFuTYHWrsDiUWmwy9qQSNvgC1oQCNvgi9UYReL8JiUeBwGjBbtGgNCrRmJWqzArlRgsqqRuvQoBAkiA2FqK2l6F0S9G4pRo8Ci1+L4NcjeLWYXCqMThUGuwq9VYXZoUdwmjDYdJjsOmwuEyabDoNNg8Wpw2CVY3IosHrUuIJ6fFELnrAJs1OB2anAHTISiNsnbawTT8iOw2vF7hWwOI0YJ7sogkOL4NJhsKsRfAZUggyxvoQSbRElmkJKtUUUqfIpURdQoilCYhAhNYkQG0uRWaTIbHKkVhlii4RSs4gSYynFhhIK9UXPVGwo/h8ZSygxllKkKaRYW0yhuoh8ZT5ivRSxXkKJqphiZQElqkKKlfkUqwsR60UUqQp5IHrAI/FDnsgeU6wuQmqSINaLyJM84m7hXe7k3+Gvwr94JH5AgSKfEk0RxepCnsie8FD0kHvF97lbcJf7Rfe4X3SPX+//xh+P7vDNr9/x6fef8/mPX/Lxt5/w0Tcf894XH3D9vRtcup5DTu5Frr91jRtvXuPipXO8fvbEs8xi38t7OXzsFQ4c3s+WF19g9YZVrFq/kpXrVrB4xSIWLlvAwmXz2bx9E1tefIGV61awaPlC1r+wjs3bN3HoyEFeP32cC1fOPytxcnJzuJh7ngOv7ube49+IlHvwhh0E424i5R5ilV4iFS6CZQ6CMRvBiI1o3Ek07iQQnAg9gxELnoAeX9BIKGIjUeElGncTjroIRZw8l5mRSUra9ImhrfTp7Nq3k9t//kJO7kUWr1jEstVLmT1vNtPTp/Hvaf8ie04WH372AaWyEj787APefO8Wx944StaMdLa/uIVjJ4/xypFX2LBpPbPnzOXmrbfxBgI0tbfy54M/Wf3CKjLmprJl53okqiIaOyomgRGjsTNBQ1uCirrQZJ2twOo2oDXLUehEvPvxTbbt3sSu/du48c4VHhffw2hTY3HqCMbcVNXGqKqLkKj2U9MQoqklSrI5TFW1l7IyB/G4k2jMTigqEIpYCUcd+AI2fAEH4YgXf8CJz2/H4xOw2rQ4nTq8AQtWhwaDIMNoV2BwKjA6lAhuNQarFI2xFKNdhcWpwe7R4/EZCQQthMJWvD4DdqcKs1WCwVKCSZBgtytxO3X4vRbCAQderx27w4TTK2D1GNE7NJi9Zix+M2afDr1TgcWvxhUz4o6bcEZNeMoE3GU23HEBR8SIPWzEFjRi8xlxBs04AwJWl/5Z7uD0W3B4LZNlhfoZLCZCMDv+mIDg1mBxqXCHjPiiE9mF0y/g9FtxBx3YvRPLNo8JwalFsKuxuDQY7UrMbi0amxyVIEVmKkWsK0KqL0GsKUSsLUSqL0Flk6FxKFDb5WicSrQeDSqXEoVdjnJSCrscqSBGIoiR22SoXUq0Xg0atxqFU4HCLkNll6O0ySnRFlOoykekK0WkLaFQ8YQSZQFSbRESTSEiXSFSUylSUyklmkKKVfkUKh7zRP6QItUTSjQF5Msf8VD0gAelEw7isfQRBfLHPJY+4mHpA/4u/Js7T+7y55O/+OPR7/z24Ddu3/uVn/76hV/v/8Y3v37HJ999xpc/f82n33/G25++Q+57N8h95xq33r/FtTdzuXz9Ehcvn+f8xTOcu3SWs5fOcv7yOc7mnOHlo4fYunMLu/btZN/Le9n/yj5279/F6g2rJkYX5s1g3ea1rCv1RU4AACAASURBVNu8lqWrlrBk5WI2bdvI1p1bePnoIY6dfO1ZeHo25wynzp/i1PkTvPzaXh4V3qGsOkAw7iJS7iOccE/kGeUuQgknwZidYNhKJOYgEnMQCluIxGyEYla8AT2+oIFAaKIkCUedROMegmEHzy1YsICs7Ez+/Z//Yu36Nfx9/w5Wl8BbH7zFui3rWLJ6KekzMpiSOoVp6VN5YcdmJEox8coYt//8ha07t5CalUJ6dirLVi1h4bIFLFu1jOzZM5iWmsKKNWt5+/33URt0fPTFR6zauJzMOSls2bWeYuljapvj1LfGSbaXTWYYMcrrggguLSa7CsFlRKmXojEpuPf4D979+Caff/MeBaL7mB1qvGEr/qiD6oYYrR3VtHbW0NXXQP9wM4OjLQyMtNDT30BLeyWNzQkamxM0NJfR0BSnrjFGQ3OCZEs5NfVRauqjNDQnaGytoKE5QUNLgmRrObXNcWqaItQ0R6htjtLQVkZzVyXJ9gT1LXEaOypJtlVQ1xSnvilKc1s5LW3lNDRGSSajNCQjVNf6qa4N0thURltrJU3JMtpbq2hsSlBVEyLZVkl1cxllyQg1beXUdVRS3VpGoiFMeWOYuo5yatvLqWqJU9USp7otQX1nJTXtCWrayqhrL6e6OUZtSxm1jTHKqwNU14epa4xR0xijtnnCvVU3xqioD1JRH6SmKUptc5zqxijldUGqkhGqG6NU1IeIVfkorwtR3RinOhmjoi5MdWOcyoYIZZU+YuUeopU+ohVe4tUBYlV+EnUholU+/HEHwTIn/qidQMxBqMxFtCZAtDZAuMZPtD5IWWOUUI0Pb4ULf6Ubf6UbX4WbcK2fcH2AYI3vmaL1QUK1fvyVbkI1PnwVLpxRK86wgD1kxhEwYfcbcYYsuEIWHH4TjpAFV8yGMyJg8xuw+43Y/UasXj2CR4fg1WPxajG6NOgdGlQWOcXKQgqkj3kiekSB5DF5JQ/4+8kd7j2+w995f/L7g1/57d5v/Hz3Nt/c/oGvfv6OT7/7gnc/e5/3PnuPm+/d4MpbV7l46zI5Ny9x7vJZzlw+w6kLp3jjzOucOXeSs+dPceb8KY4ef5VDhw9y6JWD7Du0l+27t/HCjs1s3LqB5euWMWNBNhmz01m7eQ2btk2UK/OXzGP1hlVs3LqBvYde4tCRg5y5eJrjp45NAuM0Z3NO8/Jr+8kruku0wos/ZidU5sIXseEJW/FF7BPb4k5Ckw4jnnARi9tJVDqJlzvwhwz4gno8fj1ev4lg2Eo07p4IPVetWkVKynTS0lN57fhRnhQ84stvv2D91vVkz8sme94MpqZPjIFPS5/Ciy/tQKVXYrIZOXfpLFmzM3k+5T+kz0hjSurzZM/JYvHKxWTOzCI1M4NpaeksWraMHXt2snbjGhatmM+cRVns3LuFIkke1ckYDW3lJNsTNHVWTDiM+hB2nwHBpcPhEzA7DFjdRixOLTJNIQabnHC5i/K6IJUNEWqby2jtrqV7MEnPUCM9Q430j7YwMNZG30gz3YONdA000D2QpHuokb7RVvrH2ugZbqZrsJHOgSQtPTW09tRO7B+Z2N831kbfWCs9I430jCTpGWmge7iO7qEG+kYb6R1ppGc4Sc9wE91DjXT1N9DdX0/vYJK+wSS9/fUMDTczNt7O8EgLg8OtjIy2MzzSRm9PPYP9TQwMNtPT38jAWBvdoy10jDTRPdZM79NWOkebaB2sp3WgnvbhJO3DSdoGG+gYTtI52kT3WAvdY610jjTTPtBA+0ADHYNJugcb6e5P0j/cwtBYO/2jLfSPtTIw3krfaMuz79sz3ETPcBNdg0l6RpoYHG+nf7SNrsEm2vvq6ehvoGuwkY7+Btr76ugYaKC9r56Wrmpaumpo7amjpbuWtp46Wrtr6extoKOnnuaOKtq6amnrrqW1s5qm9iqSHZXUd1RQ215OfVc1jb211HdVUddZSUN3NQ1d1dR3VdPUW0dzfz3JnhpqOyqobkuQ7Kkh2VNDXWclyZ4aqtsS1LQlqOuopLwxQmVjlNrWBPVt5VQ3xSivDxGvD1LRFKOyMUKiLkRlfZiahgg1yShVk6pMRiivCxGr8uONONBalIhVxUiVpcg1YmTqUqSqEiSyQgpFeTwsuMfdR39x++/f+Ob293z183d88u0XvPnx27zz6bu89cGb5L5zjQs3cjh1+QyvHH+F104d5eT5kxx9/QivHDnEnr07efnwfg4feZmDLx9g50svsnr9KuYumsPsBbNYsHQ+y9YuZe6SOWTMSWf1xlVs2LKeZauXMm/xXNZuWsPGrRt4Ycdm9r+yjzMXT3Pm4inOXDzNyXOnyMm9yIHD+/g7749JYNjwxSbmgoJx1+Rw4wQwJkDgpKzcQyxuJ17uIJaYnMuIWghGzLg8etxeI+GoHbfXzHOLFy9m2rSpzJw1g5Wrl7Nuw2pmL5jFlPQpzFsyl1UbV5E5O/vZcyPzl8x7RrUZc7MnJkIngbF99zZuvXuTI68fIS07g6mpqaRkZDI9PZ3UrHRmzpvJvMVzWLBsDntffpFiaR4V9WHqWsqoa5lwGcn2BGU1fuw+A06/GXfQhs1jwh91Ein34PAbiFS4qGmKkuyomIRNBc1dVbT319I12EDXUJLe0Wb6x1roHmmkfaCeruFGesaa6R5tome8lb6n7fQ9badnrIXu0Ra6R5vpHGmia7SZnrFW+sbb6B9vo3+8ld7RRnpGG+gZradnpI7u4Tr6x5oYftrK4HgzA+NN9I400j/SxOBoM/3DjQwMN9E31MjwSAujo20Mj7YyONLKwGATff1Junvq6OttYGCwmcHRNvpHW+kda6FrrJmusSa6x5vpHGukfbiB9pEG2ocb6BhJ0jnaSPd4M91Pm+kZa6F3rI3ukWY6h5J0DTfROwnKofF2hsbaGB5rZ+hpO4NP2+gfa6FnuPGZekea6B5K0jXYQN9YM0NPOxgc76B/tHUSJI3PwNI91EjnQANtvXW09dY+A0hHXx2d/fV09tXTM5CkZyBJR08tXX319A4k6eyto7mzimR7OQ0dFSS7KmnsrqKxu5rG7mqae2to6aujpb+Opp4aGrurSXZXkeyqoqm3hmT3/7w2dlfTNlBP50gTdR3lVDRFqG6NU9Uap7olRm1bGbXtZVS3xqhsjlLfnqCutYyqxgg1TVHqm2IkW8pItpRR3xynrjlGTTJKRV2ISMKDxa5FqRGjUIlQacRo9XKMZjU6owKFRkSxpICH+ff5/d5vfP/HD3z5y7e889n73PzwTT785hM+/OpDct+5xrlrFzl/7SLHTx/n5PlT5OTm8Orxwxw4fID9h/Zy8OX97N2/hxf3TLRKl69ZxtxFc5gxN5u5i+awbO1S5iyeTdqsVJatWcqajatZsHQ+s+bPZM3G1WzcuoGNWzew/5V95ORe5OLVC5y+cJrTF86Qk3uRfS/v4e9HvxOv8k/OX9iJlLsJJzwE426CcSeRMvczh1FW7iEasxGJC4RjFvwhA/6QkXDMii9gwu0x4AtYcHlMPJeVlcW0aVOZMTOLlLRp/N//9X+RMjntuWjFQja/uJlZC+YwNXUKU9OmPBvs+tfU/+Lf0/5F5qwM/j3tX7ywYzM///4ThaIijr5xjCkpU5mSksL09PRJYGSQOTuTOQtnMX/pHA68uocS2WPKqgOTVjhMXUuMupYYsSo3gkuDw2fGFRBQGSS4AhZCZS4Et4ZopZvqxhANbWU0dpbT0l1FW28NXYMNdA8n6RtrYWC8jb7xVrrHmukabXp2sXWONtIx2kj7SJK2/74YR5K0DtXTOlRPy2AdrcMNtE1eoB0j9XQM1dA+WEX7YBXdw7X0jNQyON7E6NMWRsabGRhP0jtcR+9QHX3DDfQO1dM36TIGR5ongdHG0GgLgyPN9A810j+QZHCoieGRFkaetjEw3kL/eCs94y10jzfTM95Cz9MWesZb6B1vfaae8Ra6xibOp2ukke6RRrpHJgDZNwnJ/rEWBsZbJ0uyZgbGJo793/ueafIzvZPwmNjeTP9/H2e0hb7RJvr++33/B2C6BhvoHkrS2VdLV18dvYMN9A01MjDcOHF+k+odaKCrr472nhra+mrpGKync6iezsF62vtraeuvpWOwjo7BOtr6a2jrr6V9oJa2/hraB+po7a2hqauC2uYo9W1x2vsnjpHsSFDTGqO+q5y6zgSVrREqmsNUtUapao1S3RajoTNBfVuc2sYwDU1Rkk1RmlriJJtj1CfD1CfD1DZEqKoNEStzYbGqUavFqNRiNFopao0EtVqCXFFCceljHj35m78f3uG3u7f59rfv+OrXb/ni56/58JtPePOTd7jx4S0uvXmF89cukfv2Da7czOXS9SvkXLvMiTNvcPjYq+x/5QB7D+xlx65trFq/kkXLF7J01RLmLZ7LjLnZzF8yj5UbV7B45SJmzp/Bqg0r2bh1AwuXLSB7ThbL1yxj5boVbNu1lZePHuLqzSuczTnN6QunycmdmPHY9/IeHuTfeeYwQgknoTIngZhzchraTbzCSyTuJFbmegaMcMxGpMyGP2TA5dM865RMDCuaJ4CRkpJCesbEk6rPT/0P01OnMG36f3h++r9JyZxOxsx00mdkkJaRwvTUKUxPn8rUtCn815T/zaz5M5m3eC6pWSkcOnKQr77/kvc+fp9V69eQlpVJWlYmKRnpZGRnkzUrm1nzZ7Jw2XxmLchm/+HdlMrzSdSGqGwIU5UMUd8apb41SqLWh8Emn8wwtJTI8hBcWsqqA3jCFhK1fho7ymnrraVrsJ6e4Xq6R5L0jbfQ/7SVvrFmescn7tS9/7TSTztd4810jTfTSxs9/7Q+g0b7SJKO0SSdY03/xx19YnvXWBNdY410jTfQM95A/9Mkg/80MvhPEyO0MEYLo/80M/y0iYHRBvpHGhgYbWRgdMJpDI22MTreyVO6Gf+nm3G6gB7G/ulgeKyV0aftjD5tZ+RpO8N0MEwnA3QyQMf/j9rpp51B2hminSE6GKGLEToZpoPBp22M0skoXYyMtzE43soQHRPrdD7TGF2M08UYnQxNAmZwtIXh8YnPj/x/NEoXw3Qw9E87Q7QxSgeDY00MjDYyNN7M8HgzY+OtPP2nnfHxVoZHmxgebWJorJn+0SR9o0n6x5vof9rM4D8tE8vjTQzRysA/zfSNNTJEK6N0MPRPK/1jjfQON9A/mqRnqJ6uwTp6RhpoH6yha7ie3rFG2vqqae6rpG2olpaBapr6q2gdqqFjuI6u4Xra+6po6SyjvauCzq5Kurqr6OisoLWtjPb2BO0dlbS1V1JbG8brNeNwGHG7zbhdAi6ngNdjx+U0YxF0aHRyZCoxBaIn/HL3Nl/e/povfvmKT3/8nDc/fZtrH9zgws0cLtzI4dKty5y8cJLXTr3GsdPHef3Mcfa9vJe9h15i684trFy3giUrF7Ns9VIWr1jE3EVzmLtoDotXLJrolKxcxIy52Sxfs4xV61cya/5MZs6bweoNq1ixdjm79+/i+Kljk4NgZzh36Rw5uZc4df4kBw7v5XHxPSLlHnxRK8HERKYUiE08axWMO4lXeIgmnMQTbhLlHiJRO6HIxGh4KGrBEzAQjtqJxh34AmbcXhMOl4HnUlNTycrOfDaLMS3leZ6f+i/SM1PIzE5jetpUpqZPJyVtKmkZ08nMTiMtc2KEfNaCmcyaP5OMmenMXzqPbbu3cvjYqyxYuojpGSmkZqaRmpVGxswsZs6bOUnTxWTNTmPPoR2IlYVU1EeoboxR0xShqaucxs4yapuiWD0atGYpnpCAVF2I1a0jWuHFYJOjtUiwerQE4nZiVW7KarzEa7yU1QUoqwsQrfYSrvYQrfVT2RKjvquSmo5y6rsraR1soHWgnqaeapp6a2jpr6NtoJ6OoUY6hhtpH0zSMdxI53AjnSONE+XBWBO9Y0l6RxvoHa2nb6Se3sE6egfq6B9qoH94AhT9I430DTfSP9TEwFAL/YMtDAy2MjjcxuBwO4OjbYw87WBkvIOhkTaGRibLlJFW+sfbGPinnYF/Ouj7p53ef9rpfdpG12gLXaMtdI420zXaPJFbjLfS87SNvkkX1TvWSvdI80SOMpikrbeOzoEGekda6Oirp6W7hq6BJH0jLfSOTGQYPUNN9A410T/cQv9wCz39STq6a+noqaO7v4Gewf8uRSbUNdhIW389zT01NHVVTrq6atq6qmjuKKextYxk00TAW1cfoqbaR0Wlm/JKNxU1XsqrvSSqPZTVeimv81PREKCyPkB1fYCaZIjqxhBV9QEq6/xU1QepaQhR3xgh2RylsSVOfTJMdX2QqmSI+OT/naj1Eal04U9Y8ZVZ8ZYJeBNWgpUOQhUOgjEBt1+Pw6XC5dbg8erw+/R4vTrcnol1n9+I329CEFRIpfmUlj5GKi1CKilCVFpASfETigrzeJT3N3/c+YWffv2eL777nK9//ppv//ieb//4gU9++Iy3P3+Xax/c4OSl05y4cJJTl8/w+tnXeeX4K7x87GWOnznOS4deYteBXew5tIc9B/dMDmRtmygxtmxg3ea1z9qq85fMI3NWBstWL2XZ6qVkzspg5rwZz1zJSwf3cOzka5y/fI4rNy6Tk5vDmYtnOXnuDQ4fO0R+6YNnwAgnXEQrvUTKvZM5hp1I2cSkZ3mlj/JK37PHHgIhAV/QhCdgIBCy4PIYcLp1eHyTwEjPyCA9I/V/Jj3Tp5E1I50ZszKZMSuTjKw0UtIn3EVK2hTSM1NIz0yZcB7ZaUzPnEZK1nT+k/ofZi6cybHTr7Nm4xr+NfVfTEl9nukZ00jLTiN9RhrzFs1h6erFpM+czuYd61HoxFQ1xCaDyxjJjjKauiYmPx1+Aya7ClfAhM4iRaou5L1PbrBr/wvsObiFlw5t4+CRXRw4spODR3Zy4MhODhzdzYEju9l/ZBf7ju7iwGt7eOWN/Rw7e5jXLxzh1OXjXLh+iovXTnL+8gkuXH2Di7knyck9Rc61SV0/xaXrp7l0/Qw5N89w+dakbp7i8o2TXLp+gku5J7h4+RgXLr3GxcvHuHjlOJdyT3D52kmuXDtF7vUz5F4/y9VrZ7h67RzXrl/g+s2LXLt1nutvnufarfNcvX6WK9dPc+X6GS7fOMvlm2e5cussV948z+W3znPlrQtcfvM8OTfPknNrUjfPcvHmGc5dO8W53JOczz3Jhdw3OH/1Dc5ePs6ZnGOcyTnGqYuvcfbScXKuneJC7knOXj7BxdxTE+d07TT/D3Hv/RVFuu59z9/wrLP3GIDuylXdDQgYGEFFgglRQAlKVDDnNKPOOGPOOecMJsSsYEZEQAHJoE40O2nvfc4++7znrHe9n/eH6mobBmf2Oc+z1vPDtbq7urvqrrrr/t7f67q+91WzP5vMnM8mM2/+FObNn8rseROZMWsc02bmMG1mDtNn5zJ99vv9TZ2Ty5TZOUyYkU3u1AxypqSTOzmdcVPSGT85nXGTRpMzPpWx41IYMzaJrOwRpGfGMyotjtTRcYzKGEZqxnBS0oeRmjncY2lZ8aRnJZCWlWD2Y1YCozKGMyp9GOlZCYzJSWJsbgpjc5LJzEokPTOBjDEjSB+TSEr6MJJGx5KSHkdSehwJqYMZnjKQ4amDiE8dTHzyQOJHxhAXH8mQof2Ije1L7NB+DIvrz7C4/sTFRTA8Por4hGiGx8cweEh/IiPDiOjfm6iovkRH9aV//3D69utNn76fEN43lJ69gugW4iKwRwCT5kyi8Po5Lt+9woVbFzl5+RS7j+9l/a6NrNuxgc17t7J933ZWb1rNxh0bOXrqKDsP7GT9tvXsOriLgotnKLx8lp37d7Bk1WLWb13H8jXLmDR9ItnjskjNSPFkTaIHR9EzrAe9wk1dRkRMP+KThpOWPZpps6eaqdtPZzJx2iRyJ+WQNS6Ds5dO0Pi0ipqm+zR9XUXzNzVtYhiNT967I61PH9HUVE69tVaq7h41dSU8qr7D/QfFlFfeoqb2PhUP7/CR09+FqitohoqiyegOBcOp4nRpGE4VTZdxOHUMp4asCgiSH7Iq4B/sIiDEH7tqR3LKKC6F0H6hLF+7nOzcLByBZm0N1SkjO0RUp0xQL39C+4agB0hEDurLtVsXzZTdi0Z+eNvCi59aePlzC9++bqTi8R3uPLjmYRRHT+4hakg4H/v+L+yqD75iZ+yqDzalK6Lmg6j7IRo2RN2GXfPDpvpiV3wRVF8E1Q9J80PSbMiaH7Lqi6T4ICk+iEpXBKkLNqETNqETdrETgtQFu9QVm9QFm9QFu9QZu9QJu/QxgvIxgvRnbMJ787X/CV/7n/Cz/xm70AlR9kGUuiKIXRFEHyTZF0n2RVR8kFQfBLkLfsLH+No/xlfqhK/UCR/xY3zEj+kqdqKLYL52FdwmdqKr2NmzrYvQiS72TnS2/4ku9j/hI1r76YyfbJpN6YJd7Yqo+SJovgiaH4Lqh1012yEqvoiKu12SD4LYFbvYBbvYGZvUGT/hY7ra/0RX+5/pKn6Mj9wJH6kTXaVO+Eid8RU74SN2Ms/B/jG+gmk2wbx+otwVu9gZP6ETNrEzfnIXj/nKnc22SuaxbJL7s9gZP7ETvsLH+Nj+jI/vn/Cz/Rmb7WPsto+x2TvhZ/8Yu9QZX/vHdPX9F3z8/mT+1vZn/MTOCEpX8/zkrmYfyz6IYhcEe2fstk4IQhcE0TRJ8UVSfBGkrthFHwTJF1HyQ5RNExQ/BNkXu+yLIPshq3bssi8f+/2ZOYtm0/BtPbVf19L8QxMVDeUUFp3jzOUzXL51mQs3LnDiXD57juwm/2we10uKOXulgL1H93DoxEGu3r7CtdtXyT+bx4G8/Zy9VED+mTyWr1nGlJlm1iMrN5PBcaa6une/T+jRuzuDhw2i/4AIBsTGkJAcz4Sp45k8YxKTpk9i3OTx7uBqCmcu5NH8dQ01TWXUtVZQ21xOVX0ZVfVlPHYvmmx2g0ZL60NaWh/S1FJJXcMDzxqlqpq7VDy8xaPqezyuKzcZhuF0oBkaTn+HKd7SJQxDxnAoHnM4dBwO1YxvaCKaIdOtRyDdegQiGRKCLiDoAmGRYew6sIspMyehOmQUp4QeoKAHyMgOG45uMgHdNSTDh+gh/Th/tYBvXjTz3esWfnjbwsufWvjhXRM/vGnmYV0J1+9dpKSiiBslF9m5fyN9onoh6TaMAB3BHWORDTOmYpnikNFcKrpLRXMonjbrhoxhKKY5ZI/phoSqiSiqgKLaUTUBTRdRNQldU9B0GU2X0HTRbXZU3Y6mC+iGiG5Inn1punkch1PFcFj/lTEc7s8OCd0hozskNIeE6pRRnTKKw0xZy4aApImI2vtXUbUjqoL53m2yLiLrEpIuIOmC+5wVdH/VY5pLQXEfw1pQaGW6ZFVAVkVkxY6iCjgcKi6nhsOp4nAq6E4FVReRdLt5DENEdAhIDhHBEBB10b0vCVETkXTJDIqrIrImougSivuzpNixK3YEVUDQRARdRHS3Q9REJFVEVkUEVUB0/1c1zOumGwq6LqMqIopsR5EFJNmGKNvd/SUiKwKKYr5XdQlNk1FVEU2TUDUJTZPQNQlNFdFUCV1X0HQFVTddbMOlohoSiiahGQqaoaA4FBSHjOIwJzvZKbj7SEbUBXzVrixbv4T6bx5TUnWHmifVPKgt43zROW7cK+JRQzkP68u5XXGL44XHOFpwhL3H97Bi03I27t7AnuO7OZh/gH1H97LvqFmA5/jJYxzJP8yajas9Wcjk1CQGDI6hb3Qfeob18LgkYRG9iRoUSUJyPJk5GWSPyyJn4lhyJuaSPS6LEanxHDt1wFR6NpWZi86ay6ltruRxkykLb376iKbWShrczKKuroza+jKqakqofGS6IDW1pdTUmvGLR9WlJsPQHQYOl4PAoABcAQ6c/jpOl4bLX0c3ZBRVxHBoOF2mu6Lpkgcwgnp2Q3bIOIIcBPYMpEffnny14ksyxqahOCSCegUQE9uPsP49UF02Anvo9OoTiE3pxIChkVwsKuTrH5r54e0TXv70hOfvmnj+YxPfvmqguvE+t8uuUll7l9LK6+w9vI3wyFAkXUB1qtgVAdWhozh0VKeG4lCRHQqKU8VwGTicBoahYegquqZg6CouQ8dhaGiGimao6A7No3KVVQlJEVA0GVWXUVQZXdXQVRVNldHdN56uiWi6hGEoOBwauq6ZxzE0dEPFMDScTgOHQ//NcUyXT0UxZERNQtQlJF32mGwoyIaC6v6f1S5ZlZBUEcn9XtFkFE1G1mUkw/qf7GXWTa8iO1QU9/VRHCqqU0NzaOi6aprXNdI092DSZCRFRFDMQW5XBGyKHdGQkRwKkkNBNlQUQ0NxaOarl6kOHcXQkHUVSVcQVRlRV5AMta3pKoqmomoqsqEi6yqqQ0d3GRgOA4fDwDB0NFVFlWVURUZVFRRFQVUV89rrOoauoWuqaaqKJssoiowqy2iKgqYoKLKELMuoqnlMWVdQ3f2i6OZ1VwwV2dDMtjgUZKeM7JSQXaIbfBUEzY7oFFi6YTEPm8s5dSWfm+XF3Cq7zrEzh7l88wIPa+/zsL6MkqrbHCk4yP78Pew5vpN1O1dz4OReTl7O5/CpQ+w7updDeQc5fOIQp86dZPuebXz6+TxmfzaLCZPHMzJ5BJED+hMR04+eYT3o/kkIYRG9+aRvKIPiBjJy1AhGZaYyOmsUGWMzyMrNJjMng2Ejh3Lw+G5TsOVebFbXWkldcyW1zZXUP6mk5VkVjW61Z31DOXV1ZdQ1POBR9V3KK29S/fgetfVl1NSWUv249D1gaLqGv78/wSFBuFwOXP66ByxUTUDVBAyH7J593DOlIeMINMxVrYE64VHhDB0xlIDQbgwYOoCeYT0ICHERNag/SWmJhPXvSWjfEOYunMbMTyejumz0HxDOtVuXeP72G56/fcKLH1tNwHjXyJMfqil9WMS9yiKqGsyaDCcLJjluvAAAIABJREFUjzBoWBSiZgKG5tLR/R3ugWAOENWpoBrmzK5qEqoqmrOLbrILp0PD6dTcM/570w2Tiaju33pMU9E02cMydF1C12V0wz37uWdA67PDoeJ06QQEOgkIcOBwu3WGUzVdPet4DhXNoaI6zZlfcaltTHWqaE4LWAQP42hvoip4ZmazbKLkeZUN2b1/Fc2loTk1N+OSUTQRVRHNWdd9nVRNdL+as62iuVmDG4REzWQEgtcxRdV9TE0yAVAzAVBxmMdUnVpbMHQoXmCmvAcx92dZl5E1GVmTkBURRZVQFRFZEpBEG5JoQxTtiJ5XO5IkIEsCsiygKCK6pqC7QU9zg6CqSkiyHUmyIyuiaaqEpivu+9xkRprDXB5hMgvZDRhusxiHU0ZyCny29DPuPy4l79wxblfc5EH1Pc5cPEVRyVUet1Zxv/oepy6dYMn6xazasoITF/O5fPsihddOU3jtDCcv5HP49GEO5O9nx4Ht7D28h5XrVniK6oyblEtyWhLRQ6KIGhTJJ31D6dG7uwc4BsTGkJiSwOisUaSPSSMrN5PMnAzSskcxPCmWw/l7qW02XZGWb2uoa62kuvE+VfWl1DQ+oKGlkuanj2h9Vk3LkyqaWx/R8qSKmtpSKqvuUF17z80uSnhUfZdH1Xd5UHGLjxwOBw6HA39/l3uWlD0UXdUEJNkPRbXj8IprqLqE7q9hBOgYgQYRAyMYnjycwF7dkHSRzn6d3Dnl7vQK74Fk2ElMjePmvSscO3WQ4FAnETHhFN26zJtfvufNL9/y8qenvPiphec/NvL1y8eUVV2nsvY2da1l3H90nUvFBSSmDsOu2swB4NLdN6SJ/pIuImmCu93mANB0CYdhDWhz0FvbrfeWmRT3f2bvr5flopiunObVDsustugOxeOSyC73jeiQkBzvXStJF7GrNuyqDUG1e8yu2DxmbfN2WURN8NRd9bghuoiieV0bN2Nqe/4m1Zct00UkQ/LsS9LNgSVr7/fdsb3/znSbRE8bZEP0uFKSLiC6zdNOTfQc32yniKoIKIodRbYjy3Yk2eZ13c3P1jZNl0zXxMsUVWjzG1UVTLfF3R9WP2qGjOZ2ca2+8PSJ+x6THRKCYWPynEncqyoh/3wexaVFlFXf48TZfI6fPcaVu5cpuFrAmm1rmL/0M1ZtWcnxwmNcuXOZi9fPc67oLMfOHmXP8T3sPLyDJWsWs2LtcpavWcac+bPNwGVuJiNGJ9J/YAR9o/rQK7wnIaHBhEX0pld4Tw/DyBibTsbYdLJyM8kYm8aozBQSUoZxKH8vDU/MOhhPf6ij6esqapvLaXjykJZvHtP8rJrG1oc0NFfS2FxJQ2MF9Y3lVD++x6OaEqpq7/Gw6o47S3KHx3VlPKwqMStuKYqMYWioaluw0HTRfRPZTbBwKNglP2yCj6eMn+KU6RvTl5zJOWSNzyIkNNiz0s7ypZ1BOpGD+vDl8gXM+mwKQb0cDB8Zy+37N3j983e8+PEZL358wutfnvDmr09585en1D8pp7aljLrWB5SUX+NGySWyxqXhH+IiqGcwur+B5tLbDCxBsXtuNI8pQoeD1hs0lPb/+R9YewBpCyJeoOVlites5W2e7e0Hq9eg9N7e/jfev/UerIpXe02f/gPn4jbZkJCMtvtX3IDhDUr/J8zan2y1wxvQVcEdw7AjyzZEyc9zXVXtfSzG6uff65/2fWMBiqKaGiTVzdJEo51ZYGwI2HUb2ZOzKK2+x4kL+Vy5c5l7VSUczD/A0nVLWLZxGXO/nEPu9BxWbFrOueJCLt68wJkrp7lw4zyXb1/iaMERNu3ZyLoda1m/bR37juxl/5F9LFu9lInTJpCencaI0YmER5mirm49AgnsHuCJYViAkT4mjYyx6aSPSSMtezQpaUkkJMexacdayqtLaHpWTet3tTQ+q6Lpmblq9XFTOTX192lseUhLaxVNzZU0NVXS0GSu4K5+fI/qx/cor7hBTW0ptfVlVD8uNethhIQEIcsiDoeBoryfAVVdwDAkdIeEaog4A3QCujlx+uvoTgUjQMcm++EMchA1JIrZC2azeNViElPjGZWZQnj/3gR290dxCgSHBhDYw0l4ZCi9+gSh+QskpSVyu/Q6L3/8hh/etPLD2xZe//qEd3/7mh//9Rsan1VS1VBCxeOb3Lh3gWu3zjFxei6RAyMI7fMJoiab/rhLRdQEz0zrPShUVehwUHTEMP7HQPEHgNMGoAzZc1Oqutfgd0jmTO7FMP4IGP7bA7EDwLDA1HugWQxDsdycDwDGB4/VDkj+2XOw2udtnn7yAgyLKViA4d2PHobxO/3lfZ7t+806bptzcgOGpIuIuoifauPP9o9JyhrBzYqb5F3I48KN85Q9vs+BEwdYsm4Jny6eR1LWSMZMyWbZhqUcLzzG6cunOFdcyKlLJzl9+RSFRWc5ePIAq7asZPXmVRzJP8ypQjOOMXPeDDLGpJOUPpJ+A/rySd9QgnsFEdg9gKhBkfSN6sPgYYMYkZroAQwLNFLSk4gbMYRPv5jF/qM7uVV6hWc/NPDkuzrqWh9SXe8uBN36kNZnNbQ+qaKl5RHNzQ9paXlEXf0DaupKTeCoLqGuroz6+jLu3btKbX05H/n7O9E0BV1TUVXJI9AynCquQAPDX0HW7OgOhfC+nzBgUBS9+/RC1ARssi+ubgbdegYyIC6GCdMnkD0+k4iYvji7GbiCDPe6kRFMmTGeVWuX8OmC6UTG9GZ0ZjK3Sot58e5rXv9srvx89fMTXv5splbrWh/wsO4OFTU3uXXvAsW3zzNnwXQSU+LpPyACUZPcvrLquVktwDBpqdsnV7zchg4GuNaOvnrbh2be9tZ+P97/0d0ZJ12XTDdEN+MkijWTaSYlb39z/t6A+2fBpA3DaNdWK3PQ/tzaMAxdNF0GLxCwMiDtgcL6jdLu/x/6XXvr6Lp6uxSyYveY9VlRhfcT3AdA4PcAw7PdDeCednuBoug22ZDMfnJKdBI6M3zUMIrLijl2zqyRcbvyNruP7mHJ2sV8+uUcMsansXDZfA6fOsjuo7v4cvUidh7ewfnic1y5c5ni0iIKrp5h15GdrNu2li07N7P30B42btvA7M9mkZmTQXJ6EhEDzToY1nL36MFRRA7sz9CEWEaOGkFa9mgyxqaTmZNB+pg0UjOSGTZiCNNmT+TTRTNZumYh10su0vLtY2qaK6hpqqDpaRVNTx7R0FxBY1MFzU2V1Nc/oKG+nPqGB9Q1PKC+8QENTRXU1t2ntt6sG1NTW8ZHVmBIlgVU7T1gOF0azkAD3V9FdZhBxB49g4gZFEVETD8Uh4RN9kXS7MiGiKObRua4NLbu2szkGRMZOSqR5LSRfPrFbE4VHudOSRENLdWUPyxh/YYVLFv1FaWVd3j1o7mS8dXPT3n1y1Ne//qEFz82U914j0cNd3ncVEpp+TVKyor4YvGnJI8ewaBhg3EEOs2gmVNBMiTs7vSj7D3LeNFuRRWQlPczlHXztaeoH/rcHjBkzQw8yu1uxA8xDG93RNGsgOX7mISg2hE0O3avWIWg2n8XLDoagN4uiffvFaOdb6+9vzaae7B4v38PGG0HvKKZoNFR7EKx9mMNyvaztfe5GJbLI3UIGN7XUHYDhHffCaIvkmzDcCg4XZoHWD7Uhx8EEjebsmInnnNXBSTVjuQVVBZ1AcWl4Cv7MDx1GCVVJZy5cpq8c8cpeXiHA3n7+WL5QhYs+ZT5i+exbN1iTl48Qd6542zYuZ7Dpw9x5e4Viu5fo7C4kEOnDrI/fx8bd2xgzabVbN6xiTUbVzNj7nQyxqaTkplM/4ERhPcPIyQ0mIAQfwbExjAgNoa4xKEkpiR4AMNySVIzkhkSP5CJ03OYNX8Kk2fnsmrTEi7eOEtVSwWt3zfQ0FpFTcMD6lsqaW59RGNThTuGYRb7rW8sp765nNan1TQ2VVLXWM798hvknzrIR7phMgtFdQfFdImgkABCe5vSVNWp4OzmIDDEH4e/Tli/3oyfMo74pGEE9+rGgNhoeoaHEBwawLQ5k3j4uJyHjyu4XHyBqzcvc+3mRe5X3OFh1X2aW2upb6ziXulNim9epqG1htZva3n+9gnP37bw+pen/Pi3b3j7l6fUNN6jpvEeLV8/pKLqBqXlxSz4Yg6JKfEMiY9FdWoIqogWoKH6q9hU2x8CRvtZqn0c449mpzYzULvZ0ZvOe+/Ps0/LFXHIyLrYJljpHbRsDyIdxiOM37ot3vtp745YroLs3aZ2Loni1X5JsZumCe8HtrUfVXAPIi9zb/MEK70DjroJVrLldrjfS+5rKOsisib8LmBYbbb6TVEFRMkPSbZ5juPdp+378fdYpNX/FmB43EUv18xqs+KuCdNV6Ez/wf24cb+YizfOsz9vL7fLrpN35hiLVy1i48515Bce4/TFE1y8eYGz1wo4dOogOw5tZ9O+Tew6vovdx3ax/eA29h7fw9Y9W9i2eyubd2xixdrlzJg7nbETxpCamULEADOl2qN3d0JCgz1rS6yUavqYNLLHZbkFW6NISU9iwNAossaPZsZnk5m3aCYzF0xl3uI5FFw7zeMnVTxurqS25SHNz2poeVZDQ1MFdY3l1Dc9oKGpnLqmBzS0VPDk6xqan1RRWXOXw8d3MmVGLh85nKrnAouyDae/Tv+ovkQO6E9AiD+hfXqRmZvBoqVfkJmTwbjJuVy4ep4z50+xa/8O8guOsWTVIkZnJ5Ocnsi9itt8//oZT79v4uvnrbx88y0F5/KZOn08s2ZNZumyz7l+4yL1jVW0PK3jmx8a+e5FI6/ftfLul6f8/NeveffLEx433KOq9g5NrRXcK7vKndKrLPhiDunZoxk5aiR2RcCuijiDnTiCHG0AQ3F3tPo7gT3LXbD8YG8g+RBj6MjH9Z4dJcWOKNs8r5ZJ7mCspIueYKYntmB0TO/tig2b7GfO6u4gqPW9lUXpKDjqDRLeTEVUTRDwnKcVRPQahNYsbhdNxaOkie/Tie42i4oNUWnLgkQ3wIju2V/TzUyRxaqsBY2W6M8akNa2DwHFhxib1V8W22iTAeng91bWyjv43J71WS5Je/fE+l53mGl0w6niI3bBv7uD42cOU3z3Klt2b+DK9QucLjzB2s2ryDt7lLsVt7hVdt18QFL5TQqLzrJ1/xZWbFnBnrw9HDh5gIMnD3Ds7FF2HdzJ9j3b2LhtA4tXfMXcBXOYOmsKGTnpRA2OJDAkgJDQYI/1Cu/JyFEjGJ01irTs0YwZn20CjLs+aExsJBNm5DBlzngyxqUyKjeJxIwEFixbwPHCYzysL6Om9SFVDeU0Pq2m6clDHjc+oKHVXGNS11pB47NHPP2ujuqGMnYd3MzYiWkkjh7GR7ohey68KNsI7h5IeP8wgnoGIWgCUUOi2HVwF3UtdWzesYkvlnzOtZtXqWt+TOs3jTQ+raW8upSlq7+kV58gVq5fSm1zFRU19zl0fB8nzxxlyfLP6RkayNC4GKKiwpgwIYvz50/R1FzDt9838vxlMy9eN/Hmxxbe/NjC63fNtDyt5HF9CS1PKyktv8a9B0UsWvwZOROySctOQzZUVJeOK8SFI9iJTbW9D5x9ADDaxxja+7//DGC0D4Z5xxy8U55CO9fC4+N7Db6O4hDWQLfJfn8IGO0VrtY26/V/FzBkr/Z6wEyx/yFgqJqpf9G9Ar7eGaM2mYnfcec+FH/wZh7e7f/Qf/67gGHdE973iGUOp2rG9Pxl1m5eyYVrZ9mwbQ1FNy5y4fJZNm5bx/HThym6fZnr965x7+EdikqucrXkCgVFBZy4dIJTV06x6+gu1m1fw/aD29iyZzMbt5qPUNyyczNLVy1hzvzZjJ00hpjYaEJCgwnuFUS3HoFExPQjvH8Yg4cN8ugwxow3BVvJaSOJTxrGkPgBbNm9nj1Hd5A1JZ2E9Dji04aTlJ3EpHmT2H10F9WtD2n6to6Gp9XUtz6kqv6+WevzSSX1Tyqoe1JORW0Jh0/uYcKMbJKz4knNSTIZhizbPEE5p7+OK8hp1rxQbIT0DmHb3m20ftPC+i3r+HzxQs5dLqS2qYbSyjucOHuM3Qe3MXlmLiNGxZGSkcicBTMYMzGD3hE9GRIXTWZWChs2reRe6Q3WrV9Or55BjMvN4sGD2zx9+piXL1t48bKJN+9aePW6kZevGnj67BG1dWYRj3tllym5f42lK75g2uzJjJ0w1hRuBThwhbhwdndhU21oTlNU5rl52mVJlHY32z9zk/4zgGGZoAvYNTt2zf6b94LeMWB0xDD+CDDasxFvVvF/gmEIkp/JjLS27pAFDkIHgOHt7nmuuyK8T9+63xu6qZpVFaHt93/gBn4oWN3e5fg9Jvl7gGGZ4RYoWsBm/c4wFAxdNtvvkHEFqixe/jnFNy+xau0SjucfoKDwBOs2r+LYqUOcvXSK4wVHuHzzAueKznK2qIAzxQXkXchj84HNLNu4lBWblrN84zKWrlnCyvUr2LxjE9t2b2XluuXMmT+bzNx0BgyN4ZO+oYT26UVQz24MiI0hvH8YETH9iEscSlZuJmMnjCF7XCapGclmliRxCAeO7+ZuxXU27VtP1qQM4tPiScwcQdzo4eTMyOHAyb1U1N2ntvUhD+vNB3/VtDwwH4Le+oDSqmIOndjN3C9nkDVpFONnjSF94mg+slSdDqe5hN3U/rv9Z0NEdaks+HI+5y8XMnHaBEZnjWLT9g2UPSxlw7Y1xCfHEvJJAMOTBrHvyA4GxkUh6H6ERfYiLmEQozNGcizvAM+fP+Uvf3nDs2cNzJgxkYiI3ly6XMCr1095/fYZb398yrufnpqFe9+00ND0gPKK6zyqvkXRjdMU3yjkq2XzmfXZDMZNGYfqUlH9NQK6B+Af4kLUBVSHgubU2sQUVE1Ec4t1NE30iKlU7bf5+/ZpOs9NaNFU3R2kM6T37MLhtU0XTOmwJngCmKbwyu6JtFsD/0Pm7Y5YgGE979YatB1ZRy5JG2GXan/vBih2VNmdqnS7EBZgiLIfdtHHAxieuIlDwq65RWTa+ziL6Ha3RNmGLNs8+1SV9/u3TNVEDENG00QUxR1HUd3v/wCsrbZbAKPrMrr+flC3YQntGMbvAYbuxTysAKrTpXlAo425XSHNISEqvsyYO5nyR/fYunMD+4/s4tSZ46zbvIpT5/I4fSGfE+eOU3itgKPuiuMnL51k97FdLFm3mC9Wfs7GvRvZtGcjCxbPZ+2WNezct4MtOzezcdtG5i6YR0p6CjFDTYCwhFvh/cPo1iOQsIjeDE2IJXtcFmMnjCEzJ4OU9GRS0pIYEBvNnIWz2Hd8N4XFZzlxIY+FKxeQNSWDzEkZZE3OIndGDjsObuFG6VUe1d2nprGcqoYyymvucufBNfYe286chTOYMH0saeOSGTM1gzHTsvioV2iIqa1wKIiKrQ21tm7EocMGkzk23f1Ed5WU9CQ+/XwuMUMiUV0CNqUzI0cP42ThEdLGJBM5qB8btq5m45bVjB2XTkFhHo9ry6mtraCi4i4zZ04kPmEwRcXn+frbet68e8a7n7/m9bsW3v70hFdvW2hoMh/NVvHoBteun+bGnfN8uXw+Mz6dRu6UXHwVXzR/lZDQYAK7+2NXbPgHB5gSY4tNWDOQKrQxb8Dw9n3bqly9gm1eJupt2YSguxeIuQdoR+7Ih4KXHwIM7315MxGLNbQ/xofiIR9iGIpsDmhVFjxpZzMO4Oc2dxxGtSMbEqpLwUf2QTTMtKKgC/iKPuYx3UFS2Q3IkmTzsBeLwXhnpCzXQFbsyKr9N4PacCiedKkV1GzjvrgBwzPbf8C1+I2y9gNm/A5gWN95x2MUXcQRoOIndSEjdxR3H9xk6+6NHDi+lytFF9iwdQ2bd65nw/Y15Bce41zxWXYd2cnBkwc4V3SW3Ud2sWbLKpauW8zSjUtZu30NX65YxJ5Du9h3aA+r1q1k47ZNfLlsMRk5WUQOjPSwi+6fhBDapxf+wS76Rfdl+MhhZOVmegKeSaOTSBo9kiHxg8makMX0+TNYtmEp+ReOc+bqST5f8RnZE9MZMyWbjAkZTJg5jnVbV3Kr9Bp1LVXUNFZyp+w6O/dvYdy0MaRnjyJ7fDrpualMmJ3Lp0vm8NHotGQCAh0YTtWMFLt9X4+uwZA8cllrhnQE6jgCdVSniOyw01X4mP4Dw9iyax1nL51i/pdzOXf5NOcvnaZ/dBh9+vYkPT2JSZPHMmFCFkFBBgMHRXDx0mlan1bz/fMmXr97wss3Tfz4y1O+f9FAfeMDc9Vc7V3u3LvArZJLrFy/mDnzZ5E7JRc/xQ/REM1Vs90DsEm+6AEGojvS3SZbormBwk2XLcCQ3KpBb6ZhDR7vG13yMkE13Qw/xQ9f2Rc/2Q8/yReb1+uHUqJ/pJnwjhe0B5wPAdGHrL1rYrdcDckP2T2orcFnXQfr1Sb4IEh+KIZE+pg0Js2YiNHNQHbKJkDqArq/hk328xRcktyAYLN3NVmDZHOvIn3v7njHMNrHJSwxlqZLSLINp0tDUQWcLq3N79owjA+4GPrvxCx+z6zlD9a6Kcu8t+kOBUmzIWi+jMpKoqT8Fpt3rmfLrg3cuXeDrbs2Mn3uZMZNGcOqTcu5cP0cBVfPcPryKU5cyGfz3k1s2LGWddvXsGDZfD5fsZCVG1Zw8mw+Bw7vZcHnn7Fm41o279jC9LkziRwYSY/e3QnuFeQpEuwKctI3qo+nTJ/1fJNRmamkZKQwNDGWGfNnsmLzSqbMm8Ssz2dyvPAoBVdPsnrzMjInZpA1KZPcaWMZMzGTjdvXUnznKrfv32DLzg2Mzk4lbmQsGWPTGJ2dzLjpY1m8bhHbDm3hoxUrl9A7vJe7QM77YJn37KYZsns5tduP1cxlz4Lmi2TYcAXrDB4ew9rNyzlyYj+Dh8eQkp7IpCljMVwSotQVRfVDVnyRFV/s9k4MGNCXCxdP8/W39Xz/vIlXb1t59baJdz8/4YeXjdTU3qO07BoNTWWUPrhK0c1Clq38gnkL55AzKRfVqWFXzLocwT264Qo0ENy029I6vKembrCQbearGxhEawC1S8l5g0VHgCGodmxuwPCVfT1AYVl7VvHfAQzFIbeJP3izij8CjfZrSyztgwUYdtHXo1+wBqg1WC0TZZub/ov8qfO/kD0uiw1b19Mnug+iIWLX7XTy+xgfoatZYsBhzuqC+zraBR9TmOZ2S7yZWvugp7f4yuWvYzgURMkPu+CD4VCQZBveWTwLMD4Ul7DKMliA8XvBzo6Yxu8BhtMNFg6XhuaU8BU7k5SeQNmjEnYd2MaWXRu4XXKdTdvXMX7qWMZOzGTRioXkn8/jzJXTnLyYz55ju00p+PY1LF23hHlffcrydcvYuX87Zy8WkH/6OOs3rmHvoT0cyT/K/EULPYDhXcIvuFcQUYMiPUV0UjNSSE4z2UVCcjxxI4by1aqvOHz6COt2rGXeV3OZ99VcTl86wc3711i6fgkZE9JJHzeKzHFpTJk1ia+WL2L5mqWkZ48mJjaaIQmDyRibRs7ksXyx4nP25e/l1JUTfFRUfJnM7DRcAQYOf/NhzNZN663ekz102RRqqU4ZSbejBcj0i+nN0MRB5EzKYnR2Mo5uKv4hBn5SF+xSFwyXhKLZEBUfNN2ObghEx/TlxMkjNLdU8813dTx/1cTz1w1uwKij4tF1Kh/doq6hjJt3L3D99gVWrV3M8pWLmTZzKkaAA1mT0B0qzgAN1ZBMV8TKkLTzZy3f3RsI2gOGd+S9I7CQFDuSBzDexxnskh+CZMPeAWB05G78Biws98kwFaCy5k7RKv88o/CYJiC4/6tooqmZcGcwBMkPwc0kvM/ZcisUd20KUfbDx68z0YMi2bpzMycK8klISeBjv4/pYu9Cz/Be9I/p52FVTn8dP3tXz77fi8N+u17H2+0QJT8UVfAMTEUV8PHtRGA3J336fuLZV0dB6j8KZP6zrMJyWyzA6Mjeg4mOZshmUR3Fh9SMkdwpu8G2PZtYuX4pV4svsn3PZqbMmsDchTM5mL+PM1dOs/XANnYf3c2RM0dYt2MdsxfOYuHSBWzYsYHjp49x9nIBh/IOcvDYAfYd2sOxE0c4efYkny/+gv4D+hPcK4jun4TQo3d3+kaZtTGsAjqjMlNJzUjxgEV80nDik4ezdutaLt68xJkrZ9h7fA+zv5jFvC/nkHf2KFfvXubL1YtIyxnFxOkTGDM+m1GZKUyaPomMsRmkpKcyPCmB3Mk5rNuylv15+8i/kMeFm+f4qKW1ga8Wf06PXsF0CzEDiM5uDk91cM2pmL67JqD5a+6gneAp/CI7RPyDHRiBKqF9exDatwfDkoYweHgMziDNU/1IVHxwBih0CzZQND+iB/TjzJk8mluqefLsMd+/aOSHl/UmYLyopfxhEeWVN6h6fJdrN89y9/5Vjubt5/zFAr5a+iWaU0OU7URFRzAiOR7dIePr18WTO/dWLnoGhZtye9Pv9qpP7/x+h4DhHowWOPhJ5qwtSiZw2N3V1D3AYFgmdazM1Cy1qJfYyWsQW6DRJuvRgSLUm1lYaU4rs2AxB7voi93NMLxVru+FSqJZB0PyQ3XIbN+zhedvv+fdr685f7mQ7r1D6GLryvxFCzh7sYAevbsTEOJP/+h+CJIfvrYuiLLNBCrZ1qFs23DXVJEVO5J7EZmmmyrirOw04oYNpm+/3kRG9sFwKPgHGH8IGP8Mi/hgWtULMCx20Z5leMDEpaE7FTSnhKj5ERPbn4tFhezYt4W5C2eSf+oo23ZvYuanU1m25ivyzh5l+4FtfLn6K/Yc28uxs8dZsGwhOZPHsnjlVxzKO8jF4gucv3aOA8f2s2Pfdrbu3srug7s4dPwgcxfMpU9kH4J7BRESGkxQz270iQynV3hPBsTGEJ80nFGZqYzKTCXZXSM0Pmk4I0ePYPeR3dx8cItL7upfB08eZN6iucxaMJNDpw5RcLXUuDxlAAAgAElEQVSAr1Z9Sda4DHIn5ZA0OonUjDTGT57ItNkzyZk0nsWrF3OiMJ+CK2c4f6OQK/cu8VHlwzI+WzCX0N496NW7B0E9u+EKcroDnKZZ6UQLRBSHhCNQxwjQkHSTdfiKXekV3pOcSWPYuH0dyemJGAEKqkNA0W3Y5a5Iqi+6U0RUfIiM7svJ08eoa6ik+UkV379o5PuXdbx+18zzV/U8qrnF7bsXKX94gxt3L3Dz7kXyTh7i1t1i1m1Yg2YoGE6FHbu3cLukmOgBEdhFXzez+K1E2AICb8DwBgZvX/t3GYaX5kCQTZZhpSFF2YbYzi0QdOE3Kx47En15B+q8g6zebpAFFlaatiOFqHcbZa9z8mYYZjvtHmCyFI26w4xj2YSuBPcKJO/MEd788pzXPz+nvLqMsIjedLF1ISU9hc+++JSQ0GBihkSTmp5M7/BefBLey1MoOrh7oAeALfbgCR5a2gh3JsLP1oVuQS5mzJrKzFlTiR7Q3/OfD2lj2g/6jlYit3//z7gk3iDhDSIewHAoOPxVZIcdV4jO4fz9HMrbx4Kv5nHu4hkO5e1j4eJPWbl+KUvWfEnO1BxmfzGHvHP5rN2+jjFTcvh86eds3rWJnQd3crzgOHln87h4/SInzp1k485NbNu3ne17tzF9zjT6RIbTrUegR4dhZUyiB0cRlzjUo/a0QCMxJYG4kUPZc2QPdx+WcP3+DYpLr3P68hn2HdvHV6u+Yvr8GRw4cZCdB3eSPT6L6XOmkTtpPGlZGYwdl8uMubNZunoFx0/nce3WVS7fvMSVO5e4fPcCHy38/FPihg8hMrof0QPN2oEBIf7o/ppZ3MUhm7U83XTX9LdNPYFVz0HSBeyKH0E9A9lzcBd3y24zIiUBu+L3/nvZF0H2RdFNtWB4v084fHw/1bVlNLQ85PtXTXz/qp7nbxv47kUtjx7f5lbJeUorirhy/QyXi05z7uIJSu/fZvOW9Wi6RHifXty5V8y3P7QQMygCP6ELqiEiK7bfBC4/ZB8Cit8Di9811SvL4Q6QevQY7UVcliviPXu6B29HgGFlZTx1GrxiJL8Biw+Y9/5ETUBQ3gu1DH8NH6ErjkCduQtncq/iFi/efcOLd9/wuOkR2eMy6WLrxJ+6/IvH5XIFOQnq2Y3hI4exZedmRqYkMiIpngOH9jIqPQXDqZqpetF0XSywDejmxD/Q4alObwFcVEwEY3OzUDQRu+iLTfAxA/KqgGJdM62tSte7/xRVaLPgsH161QKt9qKu9gzE+n1bADHjGJpDQnWJCLovK9cv5dyVMyxb8xUF505y6do51m9dzZfLFzJz/jQyJ2YyfuYEtu7fxuS500jLzWDHgR0cPXOMzfu2smXfNvLOn+Ti7aucv3GJfXkH2Lh7M+u2rmP2/FnEDImmW49AQkKDzYccRYYT2qcXUYMiiY0fQkp6smctiYdlpAxn79G93HlYQsmje9ypvMuFGxcpvFbI9v3bmT5/BrO+mMusBbOYOnsK02ZPZcLUieROGkf2uGxyJo1j6ZoVHMk/yqVrF7hZep2bZcVcLbnERxH9w4noH86QoQOJHhjpKTjqH+zy1ILUDNnDJCywsLImVq1IK1i6+8AujuQfpvsnIdgVP89qzPcaBBN8wiN6c/TEYaobKql/8ogf3jTz7as6XvzYxDevaimrusbN+xcor7nJ5ZunOXf1BFeKCigrv8OqVUvw9e3E6LSRNDQ+5PsXrSxfuQj/QB1B9EHTTdD4zYCRBWRZ/KeA5EOA8SGw8XZXvAd4R4BhaTW8BUneYjNLsPRHgNFeVNVRO71Tm1aKWPRiLDbZD1/Rx3RXJD8E1cb4qTm0fFPPz//6ilc/fcOLd1/z7i8vuFdxixlzpxI1KJLJMyaRmJJAYPcABsUNJGn0SOYumMOwxKHEJcSy5+Bu0rPTkHURw18jPKI3iiG7P+seEZsz0PCU1LfLfoxITWTLzs3EDInGCNDRXarnWTjWYj9Fa6ub8TARxcz8qOpvdR3eAGABhgU872uw/paVeLMOKzirGiKqU0QybIybMoZrty7x5fKFLF+9mOLbV9h1YBufLZrDxJnjSB+fTlJWMqNz0xk+KpHEtGQWLv6CfccOsDf/ADsO7+bEpTPsP3WY01fPcupKAQtXLGL+0oXMnD+LyEH9cQU5CeweQLcegZ4nuw+IjWH4yGGkZqQwOmsUyWlJxCXGMmT4IGIThrD32D5KqkopunedW+V3uF56g/PFF9h7ZC+fr1hE2vgMRuekkep+APSozFQSUxIYNmIYKRnJTJk9laUrl7J991ZOnz9B8d0r3Cor4qNBg6OJjO5H7NBBDEsY6iljHhIajKObwxQN6VYVJdEEEDeQWMDhJ/mi+2vYFTujs0YxfGQ8giqY6z0UwaxT6TTLsZml3iT6RPXh+JljPG6uov5ZFd+/a+Xb1/W8/KWFr1/VcrfyMjdKz1Nee4trdws5f+0EZwqPUFZ2k3XrltOjRwBHju7ll7++5N//n595/vIp2WPS6NzlXzxg4VlroNiRFAFJMYvGdggOHTCS3wOLD1lHgGFrDxhe7oNHC6K8T3Nq2vtAXxvAcO9TNEREx2/Vob8BNNnuSaFaIirP/jS3qMyKt6gCvvYuuEKc7Dm0g1c/fcu7v3zP2798z6ufvubXv7/h57+9oaaxis07NrJ9zzamzpqCK8jJ2Alj6D8ggi62zmamx/3kPNkh0UXowsjRI1izaTV9Y/pidDOIHByJM9iJZIiE9A4hPCqcqCFRDBo+iFnzZ1F4pZDl65YzaeYkIgdH4if7ITmkNiDrWcxnfW6nHP0Qw/AGDO90qsOp/oaF/DYQquH019wFnEVE3Y8BQyM5f7WAZWu+Ys6nM7hcfJ7dB7ezaNkCJs8eT/bkbGZ9PodJc6YwZkoOKdlpLFu7kjOXCzl46ghbDu5g2eZVrNi2liPnT3D0/Ak+W/Y58776jE8XzydykLmmq1vPbriCnYT2DfUEPeOThpOSnkzS6JHEJw1nUNwAogf3J2pwJLsP7+F+zQOu3i3i5oPbFJfe4PSlM6zftp7Jc6cyKieNlKwUElMTGTxskOdZKNGDoxiaOJTUrFSmzZjK/IXz2LF3GzdKrlJZe5+PBgyMZEjsAIbFx5IwcjhDhg/2PCnack10h+Ipr6a6bwar4pZFv7v1CER1KvhJfviKftgVs/ajWV9S8RTqlXQZUZMJj+xDfkEe9U8f0/h1Nc9/bOW7Nw28+vUJ37yuo+ThFYpKCiirvs7V2wVcuXmGC1fyeFx3n337NhMd05vS0iL+8R8/8de/veRv//aWTZtXISu+CEJXjyDLM/BVuylMs2badkDx3wUM71Sk9/5+j2G0CVxaC9Nkmyl2cgOG3i74+SHAsDu81rFoQscMSLF71Jfe52Olxq3Sf4pDRtZE/MSu6AE6x08d5uWP3/DX/3jDu79+T/2TSr571crrn57T0FpHVm6m54ldYRG9iUscSkCIvxkYd6kIqh1f0QfVqWBX7fQI607amNH4d/dH1AWyx2eZ1dl6h9A9rDvdegYSFBpEn6hwwvr3Jj55OGMmjCFtTBp9osLxU/w8q2ZlQ/Issde8A6qK3Us9+tvqZ38EGN4MwxswvEVcLn8d1SGhO2UUl4Bd7UqvPiHkFxzlcP4BFi1ewOWi85w+n8fqjctZumYxm3Zv4vDpIxw+fYSt+7czYdYUlqxbTv75k+w+updth3awdPNKVu5cz6bDO9l0aAfrd29i/c6NrN++ntj4wYSG9aRvZDghvYIJj+hNr7CexAyJZmhCLEmjRzIiNZHY+CHEDIlmYGwM0bHRbNi5kTuVJdwou8X1+zcpLDrPxp2bGD9tPMNShzNkZCzDU4aTkJpAv5i+BIT4ExDsT1i/T4gcEEFiSgJZOVmMmzCW5auXUHDxBLdKr5mAERs3iPjEOEYkJ3iee9C73yd0793dDIA6FLMmhlPxLHm3JM6CascI0OkZ1gMjQMeu2Ly+t8RDohsozEKxdkWgX3Q/Tp87SePTWpqeVfPyp6f88K6JFz818/3bBu5XXaO4pICSiisU3y3kZukFbt49R0PLAw4c3szIlEE8fHSL//yvn/m3f3vDf/7nL9y/X0zc0Cj8fP+MbsjuAW0OFkH2RVL9kJT3KcU2VL2dm/HPxkDag0tHqVBLZenZpngFICU/JNGvjZDKE6j9AMMQdAG7IXjAQvZuf7s1It7tswRW3mtBLH2HTfRBMST6RIZz9eYlfv7X1/ztP97y7Hk9RXfO8+yHJv72j7/Q9LSRrNwsbLIfriAnUYMiCe8f5pGw6/4aASH+BIcGY3cHVwXZZgKIw/w+adRIRoweQVhkGNGx0XQP645/sAtJFz33WI9PQjzurl2xtS3G447zWHU9VC9waL+epH1A1BswvLd1lEVpzzCc/hqKLqA5JDSXiF3pQlAvFzv3baX4dhGLl31B3unDFN2+xJLVX7J41WLOXj7LheuXOHWpgLzzJ5nz5aeMnzWJ9Ts3svPQTvbk7WPfqcOs3beFBesW88WGZWzYs5lt+7ezecdGBsXG0L1nEJ+E9SSkRzf6RYTxSbgZwxgyfDAJyfGMHDWCuMShDIiNITZ+CNFDoti4cxN3Kku4VX6Hmw9usy/vAFPnTiM+JZ6RmUkkZSUTO3IoUUOi6BvT14yN9O5BaO8ehPUJZcCgaBJTRpCakcL4KbnMWTCDFeu+5KOhcYMYFh9L4sjhJKeOIDElwcMywiJ6E9IrGFeAQUCIP0E9zccdekuVZUMiIMTf8yR3qziw95oJz/M03DEPu2JjQGwMF66ep/FpHc1fP+bNr9/w8udWfnjXyIufmnlQU8yt+xe4X1VE6aNr3H9UTG1jKfXNZZw4s5c9+9fz8nUr//iPd/z939/w7/94y7/+6yuOHdtNcLADp0tFlGxIknvQSW7AUNsCQUdiov+J/e8Ahij5IUl+bcvQtWME7RmLze1OCG7W9CHA8GZZHsCw9BpWlkUXsEt++Nq7MnDoAMqr7/P21+f89LcXPPm+juK7F3j+9mv+8f/+G+9+fcvhvEPvH5EZ1sOjPXEEGoSEBpMxNh1XsAvNqZrH1EX+1OVf0P014hKHmhXTDJExE8cwfd504lPiyZ2U4ykUY8XPfISunvumTb0P1dSMeOIQbhdOMz6cDfFmEN5BTe/vPc/h6UCL4SmAbUgouoDqErGrPqgukXmfz+Ze+V22bF/PgaO7uH73Cpt3rmfOwtls3bOFq7eLOHv1IvvzDpM7YwLJY0azbd92Tl88w6HTRzl28SS7Th5k9Z5NrNixnrU7N7Jx12bWbl7D4KED6Bbsj9Nfxz/QQd+IMELDetJ/QARDhg8mLnGoR4MxcOgA4hKHMjBuIFv3bePuo1JuV9zlwIlDTP1sBpnjs0lKT2JYajzDRsUTlzSM5Ixkxk3JJX1Mmgk2gyKJ6B9Owsh4MnOySBo9kpT0JLLGpZE+NpmP0tJTGJWWTHLqCFJHJ5GSnszQhFgP5ekb2Qf/QAchocH0iepDn8hwT3rVT/LFFeT0dLJ3XMPqXG9wMWXlBqImMHjYIC4VXaTpWR2t39Tx+pdvePPrN7z4sZVXPz/lYf0d7lUWUfH4Jg9qiqmsu0l9Syk1Dfe4X3GNp99U8/f/eMPf/v6Cv//7K/72t+f8f/yNdz99x9ic0diELkiyHUWREUVT1ShKfr+h7ZoueWaY/5uA4RGQuQHDu5ZGG/2FGyw8gNE+PfwBwLDSwG0AyL12SNJN16ez78fExg+huuEhf/3HO37+t5e8+fVbalsqePvrc/7+X3/lv/hPbty9TuRA07cOCPFHc6kE9wpCcci4gpwMHDqAbj0C0V3mBBLeP4xBcQNRHDLd3czBV/YlYmAEEQMjCIsMY9HSLxg3ORf/YBc22Q/NpeIr+rRZrWuZd4Eeb/Xn7wFGRyDxITbhvZ6kTdDTYabyVcMMeKr+5mtSWgI37xVx4vQRjp48SEXNfQ4e38uK9cs5e7mA0kdlXL1znfU7NpOUOYrEzGR2HNzJ9ZJiCq4WcvpaISeunuXwhRPsyt/P1gM72HFwFxu3bWBo/BC69wwiMMhFQLCLiGjzIc7Rg6MYPnIYw0bEkZiS4HlG6+Bhg4geEs3+vAOU1VZw6NQRJsyaxLDUeEZmJDEybSSDR8QyfHQC0+ZNY8X6FazcsJLPFy9k0oyJJKYkMDI1kY1b1nM47wgz5k4nLnEIianDGJU1go9yx2WTkTmKEUnxjEpLJis3k+S0JDJzMli6agnTZk8lrE8oPXt3J3Jgf3r07u4BBZvsR+TA/oRF9Ca4V5D7SWRt10R4L4SSDQkjQENQ7cQMiabw0hnqWqtofFrNt6+aePXzM/cDjVqoabrPg+pbVDWUUFl3k4raG9x/dJWKmus8rLnJ9y8b+Pkv3/LLX7/j3/7xil//8h1//dcX/P0f79i6fS12oQuyIqCqMqJoR9cVJMn2G8D4v8Ew7IqpCrVAw1JIetwhxd4hw2jPNAT1fS2K9oDRZm2MYqpaPRoM9b2M3K7Y8BG6ouoSfqIPYf1D2XVgG9UNFXz7soW3v35LVX0ZRbcvUtNYybMfntD4pIFN2zfSK7wnPXp3Z+qsKcQnDUdxKuYaH90U+flKvsgOiSkzJ7P7wC6CewXhK/pgk/1QXQp21YYRaNAzvCcz581g3sK5xCcN9zBU70yOt4ZFbud+eJca/O8qPb0B40NA0Uaf4VQxXAo22RcjUMWmdKVneDD5BUc5f+k0u/dvpej2JfYd2cVXK79k96Fd7D2yn12H9jJn0XzGz5jC7C/msnXvNs5cKODKnWtcL7vFlfvXKbx9mYMFR9mwezNb929n3Zb1DBw6kMAQfwKD/c0nnw3sT5/IcAbFDSQhOZ6E5HgPcHgDxq5Duzl85hiZE7NJSBvBsFEJxAwbQHxKAuNnTmbuos9YvXkNe4/sZf+x/WzYvp5Fy75g/ORx/P/EveV3XIe65uk/odd097onBknFXCVmtJhZliWZZMaYMTEzU8xMkixmZqnEDLbjJHbAcficc+/tnl4za81vPuyq7bJiOzn3nun5UCtZdhwrjvaz3/d5H1i2eilXb1ymobWeOw9vs2bDSuJTo0icE8W0LVs3sHL1MubNn8uC7HmsXr+KZauXsmXnZgpK8zl36SzxiTGERgYTFh0qklt2slkYXQwsXbWE6IQo3H3cUBtU4h5qBQ+rVsB6txcAw56QqNnkl+QwNNHD8JMenr4Y5OsfJ/n256d89WqcgfEOzANNDE500DVYR1tvFZ0DtfSPNFJdn0fvYCPf//SMH355zm//+jV/+7dv+O3vX/M//s8fqawuwGjSIJXZi4ChUMiQKyQih/H/B2DY+kLs5XZIpLPelmtPcca+Vx5uY6OXKn9/GbEFDFFmbgMYtsBlXSfUWgV2khnYyWfi4uVIUnoMq9YvZtOO1cxbnEZwpC9z5iWzcMk8jp46wt5De0Sb9ZoNqwmJCkGiluDs5YzBzYjKpEZtUuMgtycmMZojJw/jN9uXmZIZYlx+WHQoTu6OhEaFsHTVEtEX4Rvkg2+QDwZnPQqt/C3AkKgcROLaeoa2nTCsRVvq93ASfwYw3rWW6Cwl5EqNDLVOIWiM9DKkanuUeinnr5ymsaWai1dPU1lfTE7hA7Z+uoXNuzazZddWNmzfSPaqpWzatYXbuXeoaqymtLqcsoYKajrqqetuoqylklv5dzh55Syf3b7M0TPHCY4MwegqrPwmVyOzwwJFwEhIjRcvJIlpCcQlxxKXHEtMUjTzly0ga/kCEjKSiEtPIDotjrD4cOYvnc/xC6e5fOc61+5e50H+A/JK8rhx/xrnLp3h+NljfHrgE3bt28mt+zcpqy4mvySH/Ud3E58awbTLVy5w6coFDh7ex/ZdWzl47AA7dm/n7GdnKKsu5dipI2TOSyctI4WYxGi0Jg1KnYIZDtMJCPHnyMnDzJ2fjrOHk+XEajcll+GNB0WhlaFz0iBTOxARF0Jx5WPGPx9g+EkXz78Z4tWvT/nxb1/w8vUkfaNtdA02MzTZSWd/HS1dlZj762kzV3L34UUaW0t49eNTfvrrV/z425f8/Ncv+fVvL/j3//mato5aAoO8cZDMQq1WioChUPzeKzIVMGx9Fv9ZwJCqJAJRqXizCrxVQmTxodiuH1Ml6O+Vf1tPqX9EelonlnesOLauWIVailqnQKpyYKZ0Ov99xn9hluxf+JdZ/wd/sfuv2MmnM8PhIxwU9qgNKgzOeiRKB3SOWtx8XJm3ZB5xqXHMXTiXzKXz0LoZcPYRhEaRcRFs/WQLUfFRKLRy/IP9OHT8IA2t9SxdtYStu7Zw4cp55mSlic1eoVEhYoWElfwUE8WmEptWPkNtM3X8SfXn1BOqrcLzd9OGXmXTXWLtWxXWkt0Ht9PSXsOVm+eob62ksa2W05dOsffIXvYe2cvqjatZ8fEKdh/8lDuPblNWU0ZlYxVlDRVUtlZR01lLRVslOZW5XHlwjRuPbnLm0jnCYyNw9HTE1ccVk5uJ2ZYJwxoEPCcrjaQ5iSSnJ5EyV+Agw2PDSMpIJnleKgkZScTPTSQpK4VlHy/n6Jlj3C/I4XF5IbnFuZRWl1DZUE5RVT45RQ94VPiQK7cvs/XTrew+uIv7ebeoaiilqqGEA8c+ZVre44dUVpfxuCCHz66c5/CJQxw4up/zl89x4uxx1m5YzcLseUIN26JMXL1cMLkaUemVRMSGc+n6ZyxcukAkQ+1k9sg1csFjYfnmtpfPEpLFTWq0joKsNjI+mNLqXKGR6UknX74a5oe/PeOHv3/Oyx/GhVVkuJnhJ1209dTS0F5OR18dda2lnLl0iLs5n/HlyyF++OU5r3/+nNc/f87Pf33B//q/fuXps2FS0+KZOesj1GoVMpngvrSeLW3HddvR9p89YYhhODJBFGVvcbVa1wGpjVHsQyvI7/Qbtl4Uqx/lHYBhC3y2RKoVuKzAo9QpkCkcUFuNh0oHXL2c8A70QKq2Q6GTMEs6Q+QTpCrBJZyWmUr6vDms37aeivoKLt28xLa929myZxvb9u3g8p0r7D68m5jkGJLmJhGdGE1IZDDuPm7EJceyfM0yspcvYsPW9Wz/dBtR8ZE4uTvioLBHa9KIv5c1PEhcSaaIssQGt/ekbn0o0d0WKKb+2LvWEbVWgVJljXqQodTLkGsdWLwyizZzDTkFt6huLKGjt4mrdy9x5PRhjpw+wuZdm9h96FOu37vOo8KHPMi/z8OChxRXF9PU00jncDuNPfVUtlWQU57Dg6KHXLl3jYjESAyuBvEEHREfQVBEEOFx4cQlx5KcniSuJsnpSaRlphIZH8GildkWsVgiyfNSWb5hJScunuRhwUNySwsoqCqmoKKQ/PJc8kof8LjsIYWVuZTUFFJaW8ylmxfZfXgHh8/s507udSoaS2jqqmXa6dPHqKwuIyfvAUdPHGbvoT1cvXWF85fPsWXXZlasWUbW/LmWduhs8fYbnRBFxoK5XL5xiXWb1hIeE2YhORXoHHU2D4UD9vJZKLRSdE5qwZCmtiM40ofc4puMPutk7HknX30/xA9/e8qPf3/GNz+N0zvSTGt3NQNjnXT2NVJRV0BVYxH1reWcv3qMAyd28uW3Y/z096959fNzvvhmlJ9+e8n//f/8G3//159YumwhDg6zUCqF86pSKUGlcPhdfeFUY5PtA/bPWEnsFQJQOEjfWOB/V3GolPwhSNj+829leVp0Ce8DjHd9jbYriUTpgFKvxM5hBkqNgowFGazZsJrT509y6vwJTp0/wfI1SwgI8Sc4YjbBEcEEhASwct0KHj5+QEVtOReunufe4/tcf3iT1VvWkrE4k3Xb1/Og8BG5xbls2L6BtZvWcOaz06TPmyMoOy2iQG8/T4LDgohPiROVozK1FIOzHrVB9Vb26VuS+ndMGNaVZKrc+11g8S5thjXi4H3XEo3F3q5QvVE7qwxyJKpZJKZF0tZVQ1ltHo+Kb9PaXcf9vFscOXWAwycPsO/Ibs5dPsXjkhyKKvMpriyguKKQqsZy2gda6RxupaqtnPKWEvIqcskpzeF23h0ik6PQueoxuJsweTgSHBWMb4gfUYlRIkhYOYzYpBjiU+IIjQll3rL5LFiVzeK1S1m/cyOHzx3lTt5d8kryyC8tpKS6lPKGCoprC8mvesTjiocUVOdQXJdPeWMpRdUF3Mi5xpHzBzl68TB5lTk0dNUy7dSpo1y9fokDh/ay45NtXLx2kfqWOm7dv8mnBz5h8/ZNpGekkjwnkbTMVJatXsr+I/tYtGwhi5Yt5Pzlc+zcs4OE1Hjs5XZoTVoMzgas/ZqCFNwehU6KwUWD3lmNXGuHb7ALt3MuMPy0nacve3j5wzDf/zbJ678+4dufJ+gfb6alq5KhyS76RjqoqCukvLaA6sZiTl88xIbtKxh+0sXrv37Fi9eTDI538N3rz/kf/+tXnnw+SuqcRGbO/Mgi5rFmTNq/lbg1NavhPzNlvA8wRILTYlT7M7kW//CE8Z6VZCrwTQUMYfqzw14hrEV6k47jZ05g7jNz5eYVzl06S25hDms3rMHVy5XZ4bNx9XLDJ9CHzIUZpGWmsvrjlQSE+uMT4svitUuJTo1l4apstu7bzp5j+zh14SRbPtnC/mP7eVycx7pNa0lIjSc8Joy1G9cQExeJ3qghZW4y2z/dxuzwIILCAgkMDUBjVItkue2Jfmodpm1GxlTewQoEfwQYthPGOzUY1tg+rUIEDIVWhkovx0E5g6Bwb2oai2jrqeFWzme09dZRWVfIqQtHOXJqH+cun+Buzg3Kagopry2ioq6MmsYqqpsrqGoupaKpiMeVD8mvySGvKoe88lzuF94nJi0WjasejYsOnYsOn9k+uPm5E50YTXJ6kkXOHUt0QhQRseFEJ0QRHhtG+qK5ZCydx6ZPt3Du2gVySvMob6igtLqUkupSqpuqqTFpPjcAACAASURBVO+oo85cTXVbGRUtRZQ3FVJSn09+VS7FdYWUNhZzp/AmRy8e5rO7F2normPazVtXOXXmOOs3ruXTvbsoLCugqLyQ0xdOcfDYAbbu3ELqnCRiEqJIzUxl47YNfLJvF1HxkaRmpHDq/Em27tpCTGI0MyUzUBvUqA3qKb0ZEpR6GUZXLQYXNUq9A95Bjtx6dI7xL7p4/m0/X/84YgGMp7z69QkD4y2099UwOGGme7CNqoYSSqryOXf5JOnzE/EKcObjLcs4eno3R8/sYfunH3P1xjlyC+6xZccGDI5a7Bymo1AKQS4alUzM9rQFh6lj6z9jJRG9GjYchoPFCm8nm/XWSvKuYuU/CxhSleTPA4bN9UVqIWIdlAKIWYnqmQ4ziEmMYe+hfSxbvYzIuEiiE6Ixuhixk9kjU8uYJZ2Fp5+n+OB7B3iRlZ1JbFo8KfPTWLt9PfeLHpFT9pi0hel4BHgSEBZAZnYmO/buYM2G1aTPm0NMQhSbtqwnI2sOAUG+RCdEsWjZQhJS40mak0hgaAAytRQ72ay3dDwfAoypZjKr9mLqCvq+leRdIq+pgCFWEFgAQ6mXI9c5YHRT8dmNU/SPt3I//wqNnZVUN5Zw+uIxjp89RG7RA+paqmhoq6a6sZTGtjpau5pp6Kihob2K2rYyShvyqWwppqy5mMeVedwruE/83AT07kZ0bgYMrgY8/D1w8nAiMiFSzL+IS4klOjGKmMRoQYcRF87cRRlkr87m0JlDPCh6SFljuWB1rymhuqWK5q4G6jqrqe2ooLKlhPKmQipbiqloLqK0oYCyxmJKGwt5VHaXO/k3OP7ZUa48uMS0TZvWsWbtCpavXMLFy+corylj3+G9rFi7nK27trB05RISkmIJiZhNaFQIc+enE5cci9akISYxmgNH97Ns9VKCwgKZ4TBdZLUF4dabtGuNUWkBDBVqowTvICfu5nzG59/08+L1MN/8NMqrXyd4/ddngnBroB7zQAPdQy00tldR01RGcWU+m3euF3kQraMco6sKFy8dMyT/HZObDhcvE3KVA3+Z8d8Ek5BKglxmL1YDqt4zXbzLtWqbTfnWQzjl864ft54/7ZX2zLKkc1mvEu8DB1vw+BCATJ0wbL92a17nHzlwJQpLoK/Ffm+9vFgfUOu51fr1Cg+sFHu5Hd4BXpw8d4KcgkecvniaB/kPOHflHHce32PfyYMkZCazZus6XPzcMHo6sn3/TtZuWceKj1cQnRRNUloCkdFhrFm3krXrVnH67Alu3rtBdEIUi1dks/fQHuJT4oRohXf0uLzVETul8vF9vMW7CoymSsNt5eJTiU/bC4pQbiQ4tRU6KUqTDKl2Juu2Lad3tJWcoptUNRTR2F7F5ZsXuHjtHGXVpbSam+jsa6XF3EBnbxvdA520djVgHmzGPNhEfUc5lS2lFNbm87D0EfcKH5KYlYLR0xG9uxGTuwl3X3ccLYa/hNR44SqSHENMciwJqYkkpiUSGh1C9sqF7D7yCbfybvC4Kpe8yhweV+VR2lBEfVc1bQON1HcJgFHbUUFNezl1nZXUdlRQ3VZGTXs55U1FFNXm8ajsLvcKb3Hi8jGmpaYlkpQcx+q1K6iuq6C1q5Wjp46w/dNtrF6/irTMFOITY/DwdUfnqMXL3xNXLxeR9Px48zo+3ryOlLnJoihrhsN05Bq5UGVouadrTSqMblp0Tgq0TlJ8ZjtzP/8KX/84xne/TPDq1wl++NtTXv/1KS9ej9LZX0fXYBP9o+00d9ZQ3VhGYXken+zfjs5JjcakRG2UIdfaIVHNYJbsI+wVM7BXzEBqUXSqNG9kw9aoe/UUwPjQReTP8AF/BBh2SjvsFMLHdh9/H2DY8hwfChR+CzBswc8Civ8oYEgtIT8OCntRMDX1QXVQ2JOakcLRU0fYsnMzm3ds4uiZo9zPu8faLWsprC7m/I2LKBzV+IT5o/cw4R3qy+V717h27zqf3fiMI6ePcP3ONXbv3cW8BRkkJMVy9folahqrWbRsIctWL2X1+lV4+nmIp3mJUvC7WE2PyqmXDrUcta0Z7T3Gs3cpOqdOGFYAsQKE3qDGYNRgNGnRGzWC2lNtUyQlAsYsYlJCaemuIb/0HkUVOTR31nLrwVXu5dympaOJzt522rqbaO9ppr2nmc6+NlrM9XQNtdDeV09xbQ45Zfd5UHKPe0X3uJ5zi/iMJLSuerSueozuRrwDvXBydyQqPlIQbCXHEZMUTWxyHKkZqSSmJRISNZtNuzZw4foZCqrzqGgWQKiipYzG3nqaempo6qmlpa+e1v4G2gYaaeqpFT/15irqzVXUdVZS3VZGVVsphXWPufboCtMSk2PxC/BmwaIsqusqqagt59jpoxw/c4xVH68UFGRRoZhcjci1MtGb7+nnwYq1y0VRzs17N5i/eB6uXi7oHLUIxjM5Cq0CmVqCxqjE5KbF6KpGabDDL8SV/PI7vPr1Kd//9oTvf3vCD397xve/PeWr70cwDzTQM9RK73AbLeYaqhtLqawv5eS5YwSG+iHXSFEblCh0UmQaB6QqexwUs4Rzl1qCUiNFoXJAqbIJA54CGOL1wOYzFTD+zCryPsCwkp52CjtRaGVtQ/9nA4b4YKhk4tXgj1Yn8VKiFeoSpGopcrXsrQJm20IkuUbGoeMHqWuuJWtRJlqThs27NpNflk9EQiTrd27k6v3rhMSFkZiVwpzsDAIjg9i4YyOrNqxi045NLF6RzfotHzM/ex7efp7MDvZnQfY8UuYmExDiLxYPW4HVqu1RWLxMKr0lk8JGuWlND3/XFDF1xbA1k70rMMf6z+gNavQGNTq9CoNJi8lR9xZgiKSzToZc74BUOwsXHwOPCm/xuOQejwpu0dBWxYPHd3iYf5eWzgaaOxto7qyntauR2pYqzANt9I120jPSTqO5isKaR+RV3Keg+jGPqx5z6d5l4uYmoHMzoHMz4OTlRGh0CL5BPsQkRhOfEkdiagKJcxKIS4kjZW6yoNKOCebwaeG6kV+VQ21HJU09dbQONNLS30BDVzUNXdW0DzbRNdpG12gbzb11NHbX0NxbJwJHY3eNAB7d1ZS3lpJT/ohpuz7ZTlBwAO6eLmzasp4TZ4Um6fOXz7Fh63rmZ2cRHRuBh6+7qFUPCPEnLjmWwycOsXbjGorKC6lvqRPfOrv27sTD1wOpypqXIUWll+PorsPkpkGqmk5EfAD1bSX88Lcv+PbnCV7/9an4efF6jO6hFvqG2+kZaqO5s4aKuiIa22spLMsnfV4aH9n9y1t9HVKV8NaUqhyEgmi1RGhwt03fmpKV8EfXkH8EMN6loZAqJZZeEkuXhw1/8M8kPd8a0ZXSPwUYMqWDaEKTqiXINJYIA4vYa2qXq0TpgN5JR1xyLEtWLmbD1vXEJsWwdtNabj28RUR8BBEJkRRUFXH6ylmu3r/OzUe3WLBsAb7BvoLRLCoYnaOWwNAAsrKzMDrrkSochBBni6nROqXOks4U/1sVWjlqg0oAC4t7Wv0OwBAl4O8QaVnBwAoE7/OLiFOFSYveoBF+jVGDwaRFZ1Cj0SnfpOhrhdOqVOuAwiBBZZJy6sJhapvLyCm8TVt3A6VVBVy7c4m7ebe4cvsitS2VdA2209LdSFtvE229jbR011LRVEh+9SPuF90it/whxXVFXLzzGXFzEzB4mDB6OmJyNwnm0NAAIuMixLUkJSOZ2JRYEtMSCIsOISQ6iHNXT1JUlUtRTQ7VbWV0DjfTOdJC22Aj7YNNdA630DXaRt+kmf4nXbTaAEm9uUpcVWo7KqhqK6OytZSyphKm5eY+YumyJXj5eBCbIHASFbXl5Jc85uS5E3yybxfpGakEhweRuTCDpauWiIKR7Z9uI2PBXHbt3cnq9auIio/k0PGD3Hl4m4jYCJsJQwAM4UqixF7+F9LmxdE70spPf3/BNz8JgPH9b094/dcnvHg9Ts9wC/2jHfQMtdPQVk1JVT6dfa30j/by8ea1ePi64+nnIb6BhL1bCIBRaGXIbANqbNcQ1bsvIh9K3vpHSE8RMORC16utyEqulCCVCYItqVLyuwnCagSzbTT7RwHDehGyNZ2992u0Aob1XKuyZItqFMhsiEaZWipMI2qJYEj0ciY5PQm/2b4sXrWEY2ePkTQ3ifC4cO4VPKCyuZozV85xv+ABJdUlBEcFs2H7Bo6cOkLSnESS5iRy8twJUjNS8PLzICwyhNikGHwCvVEbVGhNGhJS41m0bCHeAV4iYGiMarQmjRCVZwsG6ilqTpuT6tSpwWDUYDBq3gkYeoNaaP4zajA56TGYtGj0KtH4Ze3vUWmFF5XCIiiTaSQY3LTI9fZs370Rc38L+aUPaWyvpq6lipMXjrL36Kds2rWeq/cu02huoG+8i74xM50DLdS0lFJQlUNJQwE3cq5w9cElCqrzuZF7i8SsZNTOWkxeTpg8HIm05NWERYeKbtXUzBRik2MEbigujIj4YC7eOEN1czFVzUXUdZTTMdhIa18dnUNNDDztZuBpN+aRVvomzQx93ot5pJWWvnqae+to6asX/r6nlibLlFHVUkJ1awXTzp49zdqP15CSlkxkTASbd2yiuKKIs5+dYdfenWzevoGMeWlEJ0SRvXwRazasJjohisi4CJLTk8QRUqYWCDEvf09RQq7UCf+TZSrhSqJ3UaNzUmCv+BcWLk9n7PMeXv/2nG9+mhDWkr8+4dWvT/n6h0l6R1oZGOugZ6iNhrYqSqry6RvpYmiij0PH97Nzz3YS0xIsb0A5EqXVzWgN130bMGybxf+z4PBOgJniAbEmdVuzGyTKN7maUtkUU5nSQZhANBIx4+JDgPGWr0I1FTDe8DZ/BBgiB2MBNplKItZNKNVCwpW1pkCulZOckUxQRBCe/h64ebsiU0tJy0rlwPEDJM1NYuunW7mbe5dHhY/YtHMTF65d4E7OHZIzklm4fCHrt64nOHw2aZmp5BbmcPPeDW7eu8GBo/uJT4kTg26dPZxYuHQBew7uJiE1XoyL1Dlq0Zo0aN4DGOJaYSEnpxrKbAFjqpJTp1cJP2fSYnTUCYDhqBNBSmedMPRCrotSp0KpU6LUyZGqHFCbFDgop7NoeRYdva08KrhHXvFDGtprOHLmIFt3b2Lr7k2cvnKG2o56Ogfb6RnuwDzYSm1rBaX1RdR2VHH90VXOXT/Ng6L7PCp5RHp2BkpHNQYPE05ezsQkRhMUHkR4TJh4Vk2Yk0BcSizJ6YlExIUQnRTG1bsXaO6qxjzUhHmwkc7BRtr66ugebWXo8156xjto7W+gZ7yD4ed99E500jHUTGt/g7iWtHbX0txVQ0t3DQ3tldS0lDMtKyuD9Iw5pM5JISQ8mNSMFBH9I+LCiU2IZHaoP5Fx4SxZuZiDxw6QNCcRJ3dH0bHooLAXz4XWJG25RoZKrxYdrEq9DBcvEy5eBhS6WWSvnMvwEzMvvh/jxetRvvtlnFe/PuH7Xz/n6x8mMQ800jvSRu9wO82d9VTUFdE73MnAWBe3HlylqqGcOVmpzHD4yPIgCaIxuUbxVieHWJOgfNPQ9b4H550P0wcA4y09h0r6zl+vsIz4IlhMUVxaydF3Rvn9ic+HOlP/CCisfx62QcC2gGGtlnBQOqA2qdmwfQORiVFI1RI8LcazzOxM7ubeJWNRBls+2cLJCyc5/dlpDp44yNnLZ1m7aS1pmals3rmJPQd3kzQnUQSD7Z9u49yls6zbtFawvNvwJo5uJgzOejRGNRqj+g3hqZvCX2gVv1tJbKeLqROG0aTFaNKKoPE7MDFpMRi16B21aB01aIxqdI5aNBapgFWcKARCKYRcWwv5KdPY4xPoSUVtKQ8e3+HSjfN09rdy/f4Vduzfxt7je7idd4fmnhYqmiqoaCyjqbuRlp4myhpKySl9xMVb57mZc4vq1mqKaopJW5iO0dMRrasenbOO2CTB1xUSGUx0QhQJKfGERocSGR9BYlocIVGBRCaEcD//Jh0DjXQM1NPaW0unBTQ6BxvpGW2nf8JM72g7feOd9E90MjBhZmDCTNdwK83dtbR019LR20Bbdx1t3XU0d1ZT11LBtLi4OMIjw4iMjiAwOIClq5Zw9NQRSwGsOwHBvrh6OOLq5UxYTBh7Du5mTlaaGJpjcjWKzlXr28/61reXC0SZxqBC66jCJ8gDT39ntI4ylqzOZPRZN1//MMGL16N8+/OEBTCe8eL7cdq6a+kabKF/tJuugXYa22voHe6ge7CNvOIHDE30sGPPFlR6GRKlPRKlBKVOhVwjxADKNXJkapk4tkuVlvYvxZuPlU943+dDoKFUSlHb2qwtad9vPYg2k4hUJpjN3hfuO9W2/iHS0/bnpgKGXG6PXGb/TsHWu4DwLeGa2kZirZEjUwlTo1QtQa5T4ObrhtZJi1wnR6lXonEUVofTF08REBqAi5cLs8ODiE+NZ8vOzRw9dYQTZ4+zev0qbt69QX1LHbcf3OL6nWts3LZB3MNVeiVak+at9dI3yAdXL5d329unGsdsKxPfcza1BQWTo04gMS1chi13YZ0irJOFyqhCqVeISfpCpovKcgG0gpiQpC/TSFAblFy/c5WiigJOnj9KXVs11a0VHDi1l0NnDnG/8AGFNcVcuXeFG49uUtNWS4O5kdyyXC7ducTV+9coa6ygvrORwuoiEjOT0bkZcPR2xtnLmdjkGCJiw4mKjyQkMpjIuAj8gv3wDvImIj6ckOjZRCWGk1t8j+6hFrqHWugaaqZnpJWe4RZ6hlvpH+tg+Ek3A+NmBsY66bd8BsfNDIyb6RpsprOvka7+Jlo7q+noqaNnoJn2rgamRUREEBwajLevNz5+3hw+cYi9h/agc9Tg5G7CJ9ALrUGBwUmHu4+bmP3n6GYiIjYcL39PIUTWpotDoZUh18hR6lQiWaV1VOEd6IaHnxMqgz0Lls1h9Fk33/4khOZ894uwjnz38xO++m6Mjp56+kfNDE/20dnXRk1TBS3mOupbK8kvfcDTr0a4m3MNNx9HZGqrTkDQfsjUCstf34T4SFRWKbQlzfsdb/apb/kPAoZCilppSXxSC2uHzBYwpjyQMgtgWIuW3jdh2P9vmjDeBRiq3wGGhWdROaAwKNA561AYlDh7uyDTyvAPE8g3VwtQ+M32FRWch44dYMnKxezYvZ3la5Zx6PhBVq9fxaJlCyksK6CmsZqDxw6wfuvHxCTFiAFMXv6e6By1BIT44xvkI15HxElVJ3AIb3Wivqc2cSrhaTtlvAswxJAcy++n1CmQ6+TIdDIxO0TIglGj0qtRG7QodWrUBiU6Rw1qg2CW27xjE3XNNRw+uZ+bD69iHm7jzLVT7Dm2m5OXT3Ho3FF2HvqEU5dPU95YSXFtKXnljymsLuZ+wSPu5j8gp+QxpXVlZCzOQu9uRO9uxOhuJC4ljuiEKNIyU4W8mmA/3P3c8QzwJCQ6hPC4MBLSYikoe0TfSDsDYx0MjnfSP9pO73ArfSPtDI51Mva0l9EnPQyNmxkaNzM41snASAfDE10CFTDQQk9/E60d1XSYa+kfbKW7t5lpkZGRREZF4hfgR3xiLDfv3WDNhtVi74hKJ0ellRIVF0F4TBhKnQKDsx53HzeS05PQOWqZ4TBdfDNY3wIqvQqtSYveSdgD1UYF7r7OePiZkGtnkLEokcHxTr756Qnf/jzJq1+fioDxxTcjtNsARou5kZKqApo7a+kaaKaupZQvv52gvaeeqIQQHBQzLEy+FIlSaiFa3wYMqxVcatPr8UeAMdUUZvtQWgNnhVoAyVt+Dttzre2EYW36sradW1OvxN9TLcFB/WHC05bDsP0axa/NEob7IcB412pl660RfBlypEqJqASV6WSojCoCIgLJXr2YjEUZbN61mV17d/Lx5nXcy7nL3PnpxCbFsGbDatZv+ZiAEH+i4iPxD/bDw9cdJ3dH5BoZkXER3Hl4m22fbGX77m2cOHeCiNhw1AYVJlejWAUYGBogekps3arWCUMzFTC0b9aQdwXnWIHDOmVYhVjiGdUoEKoay0tOZVBhcDXg6uuGyc2IUitMrRqjFo1Rg9ogfLQmNTpH4a8ytZSE1HiqGiq4eO0c566eoqWvkQfF9zhw6gBHLx5n/6mD7Dr0CQdOHeB+4QMeFudwO+8uhVUlFFSWkFtSQE5JPsVVJWRkZ2LwdETjosPJy5nFK7JFw1lIZDBe/p54B3oTFBFEWGwYkQmRpGYmUVKVz+B4lzBBjHbQN9IuyBSGWhkc7WDsSQ/jT3sZmehieNzM4GgHfcNtDI52MDDSTt9gKwMj7fQOtNDRXUdXbyOd3Y1Mi46OJi4hnvDIcDZsXk9hWYFFhKXG5GpgpsNHePq4sGzVEgJDA/APFpqYQqNCWLwiWyQ7bcuarecvpU5hGe3UGJy1+M72xDvQBZVhFlmLkxh5ahZA4tcnvPp1ku9+meTbn5/w9KsBGtoqMPc3MzDWTWtXI8WVj+nsa2Tyy0G6Bpt5/vUEo0/7Sc1MZJZsBnKNVJxybOMBbQN8/kMnzHe8vRVywcQmWqlVlvVEKX0TuGvtKLXwJ1Jr8bMNYLwFCtYVQ/Hm7PpHwPFnJ4w/Q+CKgicbe7hM9SaRXK6V4+brxuzoYGJT44iMj7AkxMcRFh3K8jXLCAjxx+RqFGPjDM563LxdCY6YjbuPmxgsLdfImJedJZ4F120Srl4uns6ibduaEWvNxLDtnhU5DLUMrUbgMLQaBRrN29yFrfHMVgYuCrEsfa46y4XEYNKiMwnchc5Jh85Zh5ufO8lZKew++CnrNq7B089T/L62JWNtQ6NcvVx4kH+f3OIc9p/YR2F1AQVV+ew/uU9obT++jz3H9rBt31aOnDvEtQfXufHoJsW1pVQ0VVNaV0lFYw0Pi/KITUtE7+aI1sWIk6cTm7ZvJGPBXEsqXjDBEUHMjggkIDyAsNgwkjOSyFiYRllNIYPjZroHWzD3N9I91EzXYBNdg030DLUyMNbJ8GQ3Q5PdDI6bRUDpGmjG3N9kiZboZvhJt7Ci9DZi7msROIy4+FiiYyI5cHg/V25exjvAC41Rhb18FjMl08leOp85Wal4B3gRGhVCUFggc+en8+n+T3DxdGaWdKY4rln/AG1JKrVBhau3E8GR/vgGuaI0zGL+0hRGnpr5+ocJXr4e5dufx3n912e8+uUpk1/209heSddAK/2jXbSY6ymvLcTc38TEF/0MjHXw4tVTvvruKXPmJTNLOh2l7k3Qyv8OwFDahPUq5W+mjd89kLYkq4XwFEFjSqCOg0IAGZnNj//hSjJ1tVBIPigN/xBgqGwIT41OicagQueoRaaRoXPWERAWgJOnkKzm4evO4hXZrNmwmpjEaPH86RPoTcrcZFLmJmNyNeIb5MPmHZtYsnIxXv6e4sSp0itxdDPh6uWCwVmPwVnPhq3r2Xd4L+s2rSUkMhgHhT0mV+MHAUOjlv8OMN4Xx6fVKUXC861KREs4jkanFLkLuVaGvUogexPSE7hw9Ty37t8ka1Em3gFeBIT4i4pnB4W9SI6q9EokKglHTh+h2dzE7iOfcr/wHqX1JRw8fYANOz/m00Of8Nmti9zNv8O9grs8Kskhr/wxBVWFlDVUUFpfzv2CHC7dvkZkUiw6NxMaVz16Fz1rN64hNSNF8IzEhBIQ7EtQRKAI4PMXZ5G5aA6F5bl0D7bSNdhM/1g7I0+7GJwwMzjeycCY8BFWlk6GJrpE0OgebKFnSFhd+kY7GJww0z/aQfdAC/3DnUxLTk4kPiGO6JhItu/axsZtGywPu5z/+pf/QlxyDJu3rScyLoLYpFhcvVyITohi845NPMi7T0RsuOghsQadWEU4Yj+rXoGbjzOBYb54+jshVU9n/tJUkfT88tUwL38Y5ce/P+f73z7n6YtB2rrr6B/tZGiil9auRmqayugaaGbkaTf9NoCRPj8Ze/lMC/H6JjZ/ai3hPwMwfqe9kNsLvaqSWb9XiU59YKfE71nb5KygYC8XelmtxdcOlh+zThr/XwKG+PVZvRSWGkOl1pKcppXj7OWMi7cLEo2EWfJZeFhi9R7k3efOw9sstUyg+4/sY++hPSTNScRvti8r1i6nqLyQC1fOExQWiL3cDo1RjdHFwJysNJasXIxUJUFr0pCcnkRMYjQLlsxn+ZplePi6o9QrxZeRzNq4p/l9BaJWq0Rru4pMybWwToO/U3haPlbQUOmF/26dkxatkxaFXoHe1UDy3GSOnDjMibPHWbdpLQuXLmD+4nnEJceid9KJ3+tqg4rp9h+RvTKbps5Grj+4xp3Ht6ltr+Hag6vsPLSDa3evUlpbQnVrFVUtlZQ3VlBcW0JuWR4Pih6RU5rHw+Jc7uY/JDlrDjo3I0pHNToXHWmZqfgH+1kIz3Bik6KJSAgnINRfKJFKiiZlbgKFFbn0DgsAMGAhOQfHzQyOCwBgXVMGx8yMPetj5EmPACTjZoYmhFWmZ6iVrr4mBkY76BtqY2i0i2lpaSlERUcSERXOilXLiYyLEMNvPHzdOXziIHOzUgmPCSMhNR69k47MhRkcPXWE5o4mMhdmiEVG1k6KN2yyArVB+EN09XLCK8ANd19HpOrpLFiaxsQXfXz38zO+ejXKV9+P8v1vz3j96+c8fzlKZ18jQ+PdjD7pp7O3lfqWSnqHWhl92kPfSBtffTvJ85cTzMtOx0Ex663x3QoY/9kJ43cXiCkPmFzhINYE/NkH0yrqksjfXDqsX5+9DWDYgskHAeOfsJLYAoZKIxfVjBIbItvJwwlXb1fc/dzx8PcQg3/3HtrDsdNH2bR9I8dOH+XOw9t8sm8XmQszmJedxbZPtnLn4W02bd+I0cWAf7AfKXOTiUuOJSgskIjYcBavyCYsOlRMITe6GAiOmI3KoEKicBAqLrRyFBqZ8PeWKehdgTfvit2zAoYVVNUa+VsaDLVFu6E3CpcatV6JQidHaVCid9Gj0AsirdCoEDZu0IBPMgAAIABJREFU28CuvTtZs2E16zavY82G1SSmxmN01iNTSdCZNMyUzGB2eBCVDRWU1BVz9toZattreFTykPU7P+bYuaOU1gmAUdFUToO5gYfFj7jz+C6PKwooqinhcWUBjysKmbs4C527AZWTBqObkZDIYNy8XQmPCSM6IYrUjGTi0+Lw8HfHN8iH4PAgUjMSKa58TN9IBz1DrfQMChND73A7fSMd9A630TvcJkwTw60MjJsZnBAmjIHRDobGzfSNtNE33EbPQDPDY2YGRtoZGe9hWnp6GsEhQUTHRvHxxnV4+Lkz3f4jVHolW3dt4fCJgwQGC5Fg1po26/28vqWOJSsXozVpxNh5IehXLU4YGqMKjVGFyc2Am48TXgEuSNUzmbc4lfEv+vnmx2d88e0oX74a5rtfJvnht+e8/HaC7v4mhse6GJscoKevncaWSoZGO3j6xQBDo+18/eopL755ypLl87GXTkemchCNbrYVCP8ZwHjvZUHhIAjALKdUa/DKH9rjrRF5MjvsJTNF5t26QokryRTA+ENQs/XDSO3eOqu+C/DeqclQOog6DI3WAhhKB2SWP0OTqxGTmwkXbxcc3U0otQoxezMsOpTEtATLSDyPhNR4ktOTyF6+iLDoUMt0GiNyYFHxkQSFBaLSK3HxdObKzcssWbmYiNhwNmxdb6lNFNY0a8qVyiL5tn5sC6xFA5kF6GwzPcWKAIu57J0eEuuv1QrchNHViKuXC86eTqhMavQuerSOmreSxnbs2cGuvTtZkJ1FVHQ4Ti5GNDolBpMWhVqKk7sjeSW51LRVc+76GWraqqnrrOPIucMcPHOIsoYy2vpbqWmrpqqlmmsPrnPn8V1q2+toMDdRWl9OUU0JaYvS0brqMXgIATqhUSH4B/uJYTlJaQkkpMXjH+JHULA/kdGhpGUmUVSRx8B4F11DrXT2NVrWjA76R4XT6cC4me7hVrpH2hh80s3Is16Gn/QwMNpO31Ar/cMC6Tk42sHoZDeDIx2MTfQKgOHl40l0bCRbtm9E76RDonRg/uJ53Lx3g8yFGcxfmElIZDBSlYSI2HCOnznG9TvXqKqvZMnKxTh7OOHl72lRdypEZlupk6MxqtCaBGu7u68zPkEeyDR2zFs8h9Gnvbz4fpKvXo0JgPHTJD/99iVfv3qCubeB4VEzI+O9mHtaaGguZ+xJD1+8HGHsSTff/fA537z6nBWrs7GXTkeqsBcfvKmJ5f8RwLCG635I7GR9+MWKgD+jIFVKkMjssJPM/B3n4qCw/92EYRul9yHAEEN+JbOQSe3+EDCm1hgINYQy8aRqJbGtU6Po47BoJbQmDfOys1i4dAE+gd7oHLVIVRK8/D0Jjpgt5nJ6+LqTkBrP8jXL2LprC6FRIQSE+BMWHYrBWU90QhSrPl5JQIi/SHo6ezjhF+RLaPhsvHw9kKukIgBYQ35FwLCuUJYH39aYplLLRAWnFTgcnfQYTdo3tnadUixZtn7veAd4iapmTz8P5BqZwGtoZMySzsTVy4UFSxewbNViwiKCcbN094glSRo5Sr2CXft30tLTzJ382xQ3FNM11sX9wnucvHSKW7m3uJlzg+sPr3Er9zb3Cx+QX1lAaX0Z9Z0NNPe0UN/ZQMaSTFROGkGH4e0igm14TJiYh5GalUpscgwxsZFEx4WTlplESXU+g0966Rppp62/ie7hdvrHzAyMdzM42cPo5wP0jLZjHmll4Gk3w8/7GH7WzeBkp3CKHW2n3zJhjEx0MTTWydhEH9OCQwJRqKQkpyawZftGHBT2zA4P4ua9G+zcs4OQiNnMW5CBq6cLDgp7gsICOXB0P3ce3ian4BHJ6UmYXI14+Xvi5O6IwVkvElkaowqdkxqtSYmLlwnvQHc8/V1xUM5k/pK5jDzp4cvvxvnq1RgvX41ZUsC/4OU34/T0NTE20cvoeB/dvW20tNcw+bSPVz884/mXw3z5cowffn7Jjl0bmWX3LyhUElRahdDwrZa9MVFZlZYKh3/oM1VS/VZWp830YU39fidvMWVVsAKGVG5vKT5+I3R7y2/yB5eR960kMotoS/4H8YJWAnZqOpgYLGx5cKy5GBKlgyDZdncSC4Z8Ar3ZsXs7F69eIDwmDBdPZ3yDfNiyczOLli3EP9iP2eFBOHs4kbUok/VbPuaTfbsIDBV6NWaHB2Fw1rNi7XLmZWeJ5KGVQIyKCWfx0oWERwSLtQG251IRKAxqNAbhYqHSKlCp5eKbXq1VoNUJ3IRaq8DD0wV3TxeMjjrx50zOBhxdTagtVnoXT2fCY8LIXr6ILTs3Mzs8SARPtUGFTCNFa9TgF+hNaMRsPCz/PttELqVahoPcjoiECOo6asmpyOVh2UPMo2buFd3lxMWT7Dm2h02fbmT9zo85e+0c+ZUFVLUI00Z9ZwMtva3UdTSQnj0XuVGB2lmDo4cj8alx+AX5EhQW+Maxmi6kbsUnCkXYGQvnUN5QwtDn/XSPm2kfasU83EH3SCd9Y130T3bT/6SH1qEWWgYa6Rpro2usnY6hJrpHWugbEzQbvYMt9A62MDDSzvC4WVhJNFoF9g4zyF6ygOWrluAT6M25S2e58/A2kXERePl5YHLSi99UfrN92Xd4L/dz73E/9x4hkcE4ezjh6echMuAmV6OFCVegMSlQGWQ4eRjwDnTHy98dqcqe7BVZTDwf5MWrJ7z4fpKX370BjK9ejtFhrmV4xMzISDfdPa20d9YxPtnLt6+eMD7ZzZNnA/z2t1ccOboHe4fpqDRvGP53hb7+ozv9hwDD+qBa/SLWN/X7gMKWV3jLb2KZHGwnCZlNDcCfAQ4rYEwlPT90ERErDJQSSymz8LFONdZ1TqJ0YKZE0Lg4eziJGZsKrZyw6FB27d1JWmYqXv6eZCyYy7zsLPYc3M36LR+LjewmVyPhMWGERAazddcWVq9fhd9sX3EKXbRsISvXrRAFW1KVBDvpTJQqKe6eLsKIr5QIFxAbklOlkaO2PW/qlZZ2d4kAJHolar0SicIeo5Oe2aGBBAT74eRmQu+oxdndEUdXI46uRowuBgzOesKiQ8lYMJcFS+azbPVSYpNi0FmyRw3OerQmjRgO5ehkwNXdCaNJK5KvBosT1joFGZx1XL13hYbuBm49vkVzXzNlTWWcv3mB3Uf3sPPgTtbvXM/pK6cpqimipq2GkroSyhvLqe+sp7K5kpT5qciNClROagxuBpLTkwgMCRBP0olpCcSnJRCfGk9yajxxyTFkLJpDSUMxfc96MY910jbUQsdwO+bhTnrHuumZ6KZr3EzzYDPNg020j7XSOd5G52gLXcPNdA830z3UTO9QK/0j7XQPNluIzw6mWcVE6zeuZc/+Tzh+5hgllcUsX7NMMJZ5OFkShgSEjU+J48KV85RVl/Io/yHhMWGiKs9a3ixcSeTINRIUOgkyjT0GFzUefi74BHqh0EpZsnohz16M8e1Pz3n5+okAGD8+5cdfvuCrl6O0tFbS39/K4GAnneYmWjtqmHjSy7PnA/QNNPPs+RD/+u8/cvrMYRRKe2EUVEpRKCT/FMD43QiveP/D+iHvyXsBQ/kGDGy5ClvA+I8Qsx8iPUW9hcpS4Gz1iliFYzYqU+vPWTU2jm4m0fxlPZe7erkw3f4jjC4GUjNSxLfe3PnpmFyN2MvtxA6SuORYjp0+ytFTRwiJDMbD1x3vAC+i4iOJT4nDyV2wuEtVEqQKB2bM+gszZ/0FmdxeuHhoFELWhw1gqGxcrFYlqEonEJhWL5HWUUtAqD9hMaE4ezqhNqrRO+vx8PPAzcdVMEeqpXj4uovKVCupmZiWQERsOHonHfZyO/H3sqZ+2crQNVoFOq0SvV5QkuoMauwVs1i7ZTW9k71ceXCFh6UPaR1o5cKdz9i6fzvb9u1gy56tnLt+lsrmCmrba3hY/ICCqnyqWiopayglZX6KcCFx02NwM5CUnkRwxGzikmNJy0wlNSOFlIxUUjNTSctIIT4lljmL5lBUX0jP027axtppGWymY6SDrrEueid66ZnowTxhpnGomfrBBppGmuiY7KDvWRc9Ex10j7QwMNYmnlbN/U10D7XS3tvENAfJTNRaBfsP7qGlo4mOnnb2HNxNQIg/nn4eGJx0ePm4Y7Bo6RcuXcCDvPu0d7eRV5RL5sIMsabNOmWYXA2oDQoUOitgzELvrMLd1wUvfw/kGilLVy3ii28m+f6Xr3jxapKX343zw0+f8+Mvz/nyxSgdHTUMDLTT399BW3sdLa1VPHs+yJNnfQwMtfL8qxH+9d9/5MzZo8gVdsIYLhda0MU4PpvP1Li9P/v5HWBY38g2QitxYpC/u+dU/ChscjUVb19BROWm8s+vI2+BljUA6ANria1n5E3eqlRUvVq/FluZv5VEtgqorGS2bXSeVXvzkd1fMLkaSctMJTYpRmDtI2YTnxJH5sIMFi1bSFBYIEqdAp9Ab/wt1ZsJqfE4ezgJaW3205HK7VFpZEiks4RTqEaOWvVGpPXWhGHSoDaqUOrlFkGVoNSUa+QYXA3EpsQRn5aAq48rRjcjbr5uuPu5Y3I3oXfVi38Gjm4mQqNC2LlnBwePHSA4YjZe/p6Ex4SJ4GctilYbVGJzvFojR69XYdCrMejUGI0ajI46DI46pGoHIpMiqGqr4mbeTc7eOEt1ezXnb11k0+7NrNm6hl2HdnEr9yaNXQ3UtteQV55LSV0xlc1ConfK/GSUjkp0bnocPU0kpycxOzxIlIenzE0lfd5csrKzyFw4l+T0ROYuzqC0qZS+L/oxP+mieaiNzvEuuid76R7vpWuim87xTpqHW2kabqZxtIm2iTb6Pu+m76mZnvFW+sctgGGZMMwDLbR01zPNzn46AUG+3L57g/HJEe48vE1UfCRe/p6CY9BJj6e3GzqT4NzLXr6IwrIC+oZ7uZ97jxVrl5OWmUp8ShzeAV7iGKo2KFDqpagMMhQ664ThiruPKxKlPYtXLOL5y0l++PkFX383yTffTQqA8dNzXn49Tm9fEyNjXQwOmWlrr6OxuZwvXo7y/MUwo0+6+eLrcX752yuOnzqIvWQ6dpIZSOR2wkpiRf93pE+9tWrI7VEoJChsRvj36SmEEd4yEbzDWfo+oJDLf//QiqdVpYMQYqOykaqrPwAO7yE/35p0LKCpVEh+B3pypQSVWi5wPRYRlFwjw05uJ5rzbHUh1inDOpLbvsnFzhUb4vYju7+gMaqFvTotgcDQAFLmJovhvrFJMWiMalGLoTVpMLkaiU6IQmtUI7NRmup0SjHs6C1nqlaBWiNDpZGi0cvRGlWoDUqUBoVN1KAUjVFDQloimYuy8PTzwuBsxMndCe8AL1FAZgU6k6sRN29XlqxczLHTR1m/5WP8g/0wuhhseoMFs5lKrxY1G1qdEr1ehdGgxslRh6NJi8kavKNXodDJcPJ25tKdS5ZV5AwVzaXklj5g34m9bN27hUt3PqOkrpim7kbqO+uobq2ipq2a0voS8spzScpKRGGSo3PT4uzlREpGMkFhAYTHhBOfkkBqRhpzF2SyYOlC5i/KJDUjhaylWVS2VjL8YoSeZ/20j5kxT3TTM9lLz0QfXeNdtI900DbWQcdEJ62jbbSPt9H7tIu+yU76xzsYGO9kcLSDwXEzvSPtmIdaae5pYJqzi5Edu7ZSU1dJQdFjlqxcjJOHEy6ezrj7uuPt74mbhzNqvQoPX3dWrltBdUMV3QNdnDh7nHnZWeIbxW+2L3onHUYXg8V9KHAYaqNgbfcJ8sDF0wmJ0p6lqxfzxdeTvP7pK15+M8E3307w08+f88svX/H1NxP09DUxPtnL2HgfLa21NLdV8+zLIV68mmDs816+/uFzfvm31xw4thuJYhb2ckE7IldL30qKtg3LsbZ/fYignBrVZwsY1ovC+4xqv1sLZPaoVDLxpGf990ukdkJPicISxfcn7e1WsLDG+Nl+bK3zVj7jXYChVAtdJtY3q0IrF3I8HaYjV0nFdcQKDBKlgxhqYxVQ2QrjrLEGKovAynopcXQzodQp8PB1F8uYk9OTcPN2fWNINGmErAlHrUj4CuSh4p229TcfmeAb0SvQGpRCVKNegVwvR6aVMVM2k5DI2WQvz8Yn0BuVXoXRRS98T/sILy2Dsw6FVpAA+Ab5kJyexJKVi8VYyuCI2YRFh+I329cSRmy1tAs8mdoaEqxTotMrMRrUGA1qYdowatAZ1Ch1clROavad2EfbQCvHLx7lTv5NKhuKOfnZMY6eP0pxbRGNXQ209rXQOdRBS28zTd2NlDeWkVeey5xFacgMUgweelx9XchYmE5YdAjxKXEkpCaStWge85cuYtGybBYsEp7FBcsXUN1ew/BXAmB0PemlbaSDtqF2usd76R7vpm2onbbRdjomOumY6KRzsoPuyU66RlvpHW2lf0w4rw6MddAz3EbHQAst/U1MO3BwDzV1leQX5rJ+01pRb2FluYMjZhMQ5ItPgDcRseGs3biG5o4m6lvq2LhtA+nz5pA0J5HEtARCo0JwdDOJ+6jGqELrpETnpMLd1xnf2Z64eDkiVduzfN0Svvh6ku9//JIXX4/z9bdjAmD89hUvXo7SYa5lZKyLJ0+H6OhsoKu3mcnnAzz7eoT+iQ5e/vQ5P/3b92zfuwUHpR0S69tXJUGpkb/Jd7DxfFjPjzK5/Xs7SGwBw/ZM+h8BDJnMHrVaEAmpLJoNqdweB8lM7CUzsbPmdyrfNqB9aAWxZo9YP/aWukVrT6v8PYBhCxq2p2brijF91l+wl85EahnPg8ICCY0KwcndUeQtrKuKVdVoWy5ke85283YVm8t0jlo0RjVu3q54B3gJlnG9EqOLQeRErDYCa32AqN7UvM9IJkOjU6DRC23qKouwSm1SI9PKMLoZSZ+XRkxiJHKtBLVRicFZh5O7CXcfV5w9HFEbBAWy2qDCJ9CHrEVZ/L/MvWV3lPm+/tnvYeZ/5uxuJFKuUUgI7gTi7iEEd3eHxmncCRohCfGEeMrj7kaCBG+69z7rzNPPPCihoOne++yRNQ9+KyGVlaoiua/7K5ds2bmFrbu2snLdSlatX8Weg3tYs3ENPjN9kCgl5ipD6mxbw0qk5mpHInVGJhWgsNOlqF0VyNQSnCSORC6NoEz/jFuPb3In/Ta6hipS0m9z6vJJUnMfU11Xhb5Zh75ZR6WpAk1DDZWmCvIr8khck4BAJUDuKcfV25W4pBgW+S+0zC/CSF6dzPK1q1ixdiXLVyYRszSapDVJlOie0TLUSm1vA4auWnRterTNOvStRoztRoydJvSdBrQdOow9Rky9Bmq7DZjaNNS3aWho02Cor8DQUIWpRYPOChhNzXU8zc1k34HdBIUGMGv+THwDFhERG05UfKTZyjxwMcHhQQSGBbBx2wYM9Xqy87NsYUahUSEEhQeyONAXzykeqD1UlruHBIWbBKW7FE8fV6bN9mLyNHcEMgdWb0xm+EUPb94PMfKik5dj3Xz8PMyvv48y+rILU10Fnd0N9Pa3YTBWUd+kpfd5Gz0jLdR1aHn92wijn56zbH0S4wQ/4Sh1ZKLEfMEJZQKEEud/CzCcvuFViOzMd/5Mkv4tYNhaD4ta1VZdWFoRB6fx/zZgONoZBVsjGK2rXSeL4M1q1fc9wLDyPKwXuXVDo1TLmOTtgfd0L7MCcoY3cy0B3PMXz8Nr2mTUHqqvXMXNxLwv5jbWFsfD2x0XTzUKVzmuk1xsg0WrGY7CVW6bBdhHCQjt2w/p9ysM2+N2tG6J5fnFSjEOYgemz5tGSGQAak85ztKJSJRmxrHSzVz9uk5So3I3bz2kKilTZ00lefVyzl06T3p2OqmZaVy/c4M7D+5y9OQxFvottOlEpEoxShe5xWjH6t4lQiITILMySxVi8+pWKcJR7IBqkpLUnMeUaku49egGhiYNRZX5XLt/jeySLCqM5WgbNba2pKq2kqfPsknLS7UAhnVLoiAyPoIFS+bbBp5JK5eSuCKJpSuSSEpOIDYphqWrl1KkKaZ5sAV9p4maVh26Nh26Vj3aJh3aZi26Nj01rRoqm6sspwJtazWmNg0N7TrqWzVoTeXUmMrQN9egb9VQ01jFD9euX2L7js0kJsWxcPF85ljyR6IToli3eS1JK5eydFk8S1ckEh4Txq79OzE2GEh5dJdgSxqa9eMi/4W2PxCxQoTCVYbSTY7SXYbXNHdmzfVhyjQPJHIn1m5I5vmLHt5+HGb0dRev3/bw6bdhPv8+yqs3fTS0aOgZaKG3vw29oRJ9bSX9o+30jrZS16Xj3X+P0T7Uim/oIn4U/IiDzJGJMiebxZ05r+M7LYkFMP6MZGUFDBuofAMY9qBhP7/43qbE2gJZj6PdxT3RcRzjncZ9FWz0zwDD2W7+4eRsBh4HuwR4J8v7+tPN0DctibWtmLNwNnv37+Lw8YNs3b2F7Xu2kbRyKT4zp+Dh7U78sji27NzMjr3biU6Iwt3Lzfaarc5Y1opDJBfi7uVmy99VuMptgGCtJuzNaOyZriKJs+WuLbBtRcTfrlJtHAwBUrkYqdw8U7CBhkLItNk+zJjtg1wlRq42r/fNEnSZrWVWe6iY5OOJz8wpBIYFsGn7Rk7/coqH6Q9sJj93H97hwNH9LAlazOSpk2z8IolKglxlNuOxSuJtGxMLmMkUZoazwlWGSCHk1MWTaOqq+OX6WR5lP6CwqoCH2Q8o1T2juKaIckMZ1XVVVJoqqKqtpLCqgKfPslm6dilCFzESNymqSSrCLTINq8AvaeVSEpITSUhOZNnyRBKWx5O4KpG8ynwa+hrRdRjRthuoaqqmurEGU0ct+lYd5bUVlNWXU9ZYTkntM57VlVLTXImxtYZ6C21cW1uBtq4CfbMGbXMNmuZqfggK9mP5yiSWLotnge88PLzNidvRCVFs3LaBdZvWsmnLetZsWMWyVUlcv3ON5o4m7qfes4UaRcVHkpAczyL/hag9VChc5cjUUssvR4HaQ8GUaZ7MnufDtJmeyJVOrN+0nJGX3bz5MMSLsS7G3vfw8bdhPv/jJS/f9FLXVE13fzN9A+2YamswNlTTNdhMx3Ajxg4Nr//+gnJTKZ4zPfjR6W8I5M5mLwkrYNh5XVp/mQKhA45O47+qML4dctrTrL9KP//OcRKah5Z/9rjzNyBhvagdnCcwwQIWVoGZ7Yj/yL9wsNvGfPEF/frnWt+XrR35XrtlqTDsqwuhTMDG7Rt5kp3GqbMn2LF3O/cep/Ag7T7LViUhU0sJCg/kys3LZOVl8jD9Aeu3rGPKDG9U7kqbz4U1aV0oE+A1bbJtLmGdV1g3LNaBp0QptlHjbcBhx+i0b0nsL0azOE5kOWbAkMrFSGQiRBInXD2VzJg3FZWLDGehg/nCdpUjd5GjcFWidFPi4unK1NkzWLoyme17trPn4B5OnjvBjbvXySl8SsGzfJ5VllClq+T6nWvELo3BZ+YUXCe5oPZQMWWGN5O9PXBxU9oS3cWWitYq3JPIhShdpChdZTiJHVixNhldvYbU7Mfcz3yApkFDRkG67ZTqnqFr0qJpqKaqthJdk5YKYxmrt65GPcWVybO88J7lRUKyWfAWGRdBeEwYicsTiFkaQ3RiFPGJMSQkxxO1NIqskixMXbXoO03oOswtiLHDRF1nPcZ2A5pmLdp2A9oOPZXNlVS31lDbZaSuw0Bdq56GNgO1TRrqWvXUtunRtWioaa7mh0W+89h3YDfrNqxmwaK5qD1ULAlazMp1K9i0fSPbdm9l34Hd7D6wiz0Hd5Odn0VLZzPZ+Vms27zWFtIcvywOv+AleHi721Bc5a5E6SJD6SLFZ9ok5i+cwbQZHkjkE1i3IYnh0U7G3vUz8qqDF++6ePfbAO9/H2b4ZSe1jVV09jTQN9BOXb2WumYtHUNNdIw0Y+rSMfr5OSmZdxGpBUwQjMPZmqXxjSmufYyefZvwVzEDtjnGX4GFXdVgrUicBV/8LGxHaFdhCMy2gNY5xNepYs5/2DxY5wz2zFPrc1srBoHV4Niuhfpespu9uMx+eCpRitm0fSNPstI4fuoou/bv5PKNS+zYu52g8EBcPNXMmDudU+dPkvE03RY/ER5jvtNNnjrJxk0QyYWo3JXMXjALF0+1reKwVhPW92d1Af+Wwm+jev/JDMNK/5YpJMgUUmQKGQqVAqWLErWrErWrnKkzJjNnwTTbnV6plqFyVaBwU6F0VaJwVaF0d8V7xnSiE+PZuX8nP585xtVbl0nNfEx2fhZ3Htzifuo98kvyuPvwNsmrl7FgyXymzZ5q0cIsxN+ijVG7KWyUcIHIEZklx0QkdTYPZVUiBBIHps+ZSoWmjEp9Ben5GRhaDGSXZHPpzmV+uXmBp89y0DcbqK6rpqq2CmOrkeq6ahJWJ6L2dsVrtjc+s31YuiKR4IggouIjiUmMJiE5nrDYMMJjw4iJiyQ6MYrw+HCyS5/S2N+EqaceTZue2p56arvqMbQa0bfq0bXp0XUY0XWY0LTr0XXqaeito7bdgLFJY7HD1FPXakDfVENVfTkVdWXm5LPrNy6zfuMaps80T7M3bd/I9j3bWLd5LTv37eDAob0cP3WUwz8f4uczx0nPTiM18zE79+3g+OljbNi6nqj4SFtLIlGKcfFU4zbJxUybVUnw9vFg3vxpTJ3uhkQ6jrXrExgeaWfsrRkwRt918va3fpu8vba5ms6eBnoH2tAZKtHXV9L1vIX2kSbqeg0MvOnh0Jn9TBBahGff2u1/Axi29uIbMtdf5ZL8aeXwp4DxHbq10CzsMrcyE22muvaRifZl+UTBBNuMwNnCtvweKUxkmY1Y5ejfI6vZm8dYzXEkMqHNScsca+DE4kBfrt24zM271zl57gRbdm7G3csNkVyI22RXm/fF7gO7CI4Iwnu6F9NmT2XKDG8kSrHNgW3y1ElM8vFkxtzptnwRK2hY36eVLfqtb4ngO4AhlQi+8riwaj9kCilypRy5UolK7YIyL2jzAAAgAElEQVSLmytuHq64eaiYPXcawaGLcXGTm4OspE5I7QacUrUMiVqOWClD7qpixtxpxC6NZM2mVWzesYEde7dy/MwRbt+/QXZBJmnZjzl78RSbtq9n2+4tJK9OYkmQL2HRoSwO9DW3KpPdUKilCCXOiGUCs+pVLkSmECFTiBBLnVGopdxLTcHQqCc9PwNdk56q2mrO37jAodNHSMm4R7mhglJdGfpmA6a2OgqrilgUssQck+jtiquXKwnJ8fgFL8E/xI+w6FDil8URbgGMuIRoIuMiCIgIIK0gncaBZmp7G9C06TF112HqrEXfYsDUYUTbqqO6WUNlk4aqZg3VLRr0bXp0TTXo6qswNGiobdajr69BU1dJTUMVFbVl/LBy1TIePEohOiYCtauC5WuSuXjtAsdOHWX3wd0cPXGEo8cPce3WVY6ePGKTtl++cYmtu7Zw5eZltu3eSmRcBHMWzrZRfq07bFd3FSpXGZO8XJg5y4up092QysaxZl08z0fbefPeHjAGePN5gP6RFupbtXT3N9Pd10plTQmV+hJ6XrTTMlhPy1ADrUONrNy8DAfnHxEKJ5q5F6I/P7Y78r8iEPsLwPirrcqfMkLF5ue25n84fgcw7O/AXwnOhBP/8PxCiz2gWOyEWOpsc5b6s5Rye8A0xwc42ghZzhInVO5KQsKDiE+MIWZpDEuCFqN0U6ByVzJj7nQ8p3jg7uVmAwgroMks3ByFqxylm3lt6TnFw2at99UGxCJkk7vIbMD4vXyVbwHD3tjX/HWhZXYhRaZQoFS64OLigqurGlc3JaFh/ly7fo4Dh7azYmUcy1fFEbc0guAIf/xDfPELWYJf6BLm+83H3ccDl0lKps72Ij45mmOnD/Hz2cOcvXSSq7cv8OhJCtWGMjJyHnP11mWy8p5wM+U6icvjCY0KwS94CYv8FzBn4WxU7iqcpQIcnCcgljojV1ls/xRiy2sWceTkYfT1Om49uk1ueQE1dVou3r7M4TNHuZt+n3JDFWW6CiqM1ZTpK0nLe8Icv3lmx3BPJQp3BcvXmnOB5i6aY2PVhkSZ4waiYyIIiQrGP9yf1LxU6nsbMHbXoeswYuquw9BuxNhmwtRhQtOipbpFS1WL1gwYzVr0bQaz5qTVQF2LAVODBo2pkhpTBdrGGspNpfxw+Mh+nmSlMWfeTGQKMVt2buZ+6j2u3rrCjbvXuXHnGud+OU1aVirHLMauN+5e58rNy6xav5ITZ39m845NxCRGMXPeDFTuStsfkNtkV9w81Li4KvDydmPmLC+mTXNDJh/P2rXxPB9p582Hfp6/amP0bQdvPg/w5rdB+kfbaGjT0TPQQldvMxWaEsq0RfS97qZ9pJnOl60Y2jWExQfh4PQ3xCJHpEJHpEKnPxyJ8Atg2HQf33At/qzKsI8E+N4WxF6/YQUhK2DYE7CsLYU9k9J+dmEFiwnO479aeU4UTDDPSL4BOJun6DeAYQ8M3wtxsq51BZaKxl7LMm7ij2YNh+UCd/dyw22yK55T3FF7qOwUvxNt7lfWVavV0sA67Had5GKrJqz6IvN2wsWmaBbYDV7tZxjfAwx7MBRLhObZhUyKTKZAqVSjVqtxdVUjV4gJCfWjvLKAlnY9proKWtr1tHWbqGvVYmisQldfSU1tOZkFaew7vpuwmADmLZ6Bb+AcktfEs37rSlZvXMauA1t4kH6bnKJ0HmemUFSWR2nVM4rLC9l9YCfhMWEEhgUQnRBJSGQwk3wmo/JQI5YJEEmdUKilNqWsykWOVCFm+dpkqo3VpOakkZqTgaGlnoz8bM5evUBqzhNq6vQ801SQkZ9NzrMCiqvLCI4NR+IuQ+XlgstkF1auX0lIZDCLA30JCg8kIjacoEhzmFFUTASB4YGExYeRU55LQ18jBgtgGLtq0bXqLKtVPVWN1ebtSYcRjaU9qeuux9iiR9+gob7FSHtXI23djTR11tLYVYepXW8GjAePUnB1V+HiruLoySNk52fxJCeDJzkZPEi9x+27N/jlynnWblnL6QunKSorJONpOtv3bOPA0f1s3rmZuOVxTJs7DZdJalw81ajclKjdVLi6qXBzVzF1qidz5/qYAUM2gTVr43k+2sHYuz6GX7Uz8raDN78NMPa5n74XbTS26+kebKVnoI1qQwXVxnKG3vXTO9ZFy1ADuRWZzFzkw3iH/wORaCJSkTMykbMZJCxxgRKR2dlbZAUMy3DQfhPyr1Qa3zvfc9oWihz/UnPyLZ/CWmFYhV5WwLCSqRwEE76uLARfwMIGGH/RinyvLXEWOtjmDc5SZxzEZjPiieKJiJViJEopDkIHC81ahEDmgFjljEQlsOmCRHInxBb+hpkFqmTKjKnM853H/MULmDx1Eo4iB1uVYjZQcsdzilm74ShysDFNncQOOEscv1QZEiebp4XUYrsnEjoiEDhYcmOFSMRipBIpUokCmUyJUqnGxU2NWCZk1pypZOWkMjzSxas3/bz9MMS7X4f4+F8jvP/7IC8/dPHifRfPxzrQ1haTmn2Ly7dOcvzsHnbsW8/ytXHELQtjy6413Eu9wf20Gxw4toOHGbdp722mqaOea7evEL8sjojYSFZvWMOKtSsIjghkcZAvk6d4IpOLkSu+ZKCo3ZQ4CiYwe8FM0nPSKNWWkln8FE2Tgaxnudx8fId7mQ/JrywmpzSP1NwMimtKKaouISQuzOyF4e2KylPF0hWJhEWFEBkXQUhksJkHFRlERHwE0QlRBEUEERIXytOyXOp7GjF2mdB16qkfaMDYY8LYbaKuuw5duwFNm56aNh1VrVo0bXqMHSZ0jTp0dRoamk20dTbQ1tVIS3cDbX3N1HeZ+CFpWTxXrl3Ec7IbLu4qdu7bQX5JHnnFuTxMf0Dqk0fcSbnJqvUrCYsJ49KNi2hNGorLizh36Synzp/kyInDJK9exqKAhbhNdjV7NLoqUKjkuLqr8PB0wXuKO7NmezNtmjsy6QRWroph8Hkbr971meXt77t4+/dB3v/jOUNjXRY7vka6B9ox1mmpNlXQP9ZLz+suDO01nLh8BNVkCY6icYgljkhEToiFjogEDuZj+Vz4rYO21Yz33wSKb4ObzbEBdma//0PAsKd7W7cGzhaLPkfh14NXaztiBQyR6J8DhfXuLLZbEVsrDGep2bfSUeJodgVXShBIhchUUhSuMqRqIU6ScTiI/obcTYhE5WQ5zghljrhOUrHQbz6z5s/Ec8okPLw9mTV/NjGJ0azZuJr4ZXEsCVqM3EVmo2BbNyc2G3+pecZhrTSEdtsQ24ZE9CUzViIWIhWLkUlkyGRK5HIVcrkKhUKOTCHGy8eDK9fP09vfxsCwWUow8rqdVx+7efO5m8FXjfSO1DH0upmhF008H2tj+E0rnYMmjE0VFJZnkpp1l4yce5RW51JtKGbd1mUkr4mhtllDa3cT6dmpbN21hbikOLbs3MbOfbtYtX4Fq9avIDgsCHcPV1sGitWkx8F5AgKZEzv3b6fCWEl2aQ6V9VoKa0q4m3GPG49uk16QSVr+E7KKn1JurCSzKBv/yEBcfdyRustReCiJTYohIMTPZlIUnRBFWEwYodEhRMSGExwVzOLQJfxy6yJVDTXUdtdi6DbRNdbNwMdB2kfbqe2uQ9dupKpZQ2WLhqpWrbnaaNWjb9JR22SgqcVEXYMOU4OWulYjLb2NGFq1/BAdE871G5dZ4DsPuUrCynUryCvO5e7DO5y7fI6HGQ+4fPUCy9cks3bzWs78cprSqmeUVZdy+95Nfrl8jl+unGfH3u2ERYd+2b+7yFGpFbi6q3B1UzLZy5WZs7zwnqJGJPqJ5SuiGRhuZez9AKNvu3nxvot3fx/i03+/YORdD7XNNXT0NtDT346pXkdheS7dI+10jLRQrM8neVMiYrUjYpkjEpmzWXdgp5/4t63q/sVjX6VYs0b+J4DxLd3bXrFq86Ww0KW/AgzL+xT/i2Dx1WzDGrZkjV6QmFPbRUoRArkAscXmf+a86cxfPAfvmZ6oPCRIVI64Tpah9pTgOlmGs3QC453/hru3iuAIM9lP4SpnvNMExjmOZ57vPBKXJxAWHUpgWADe073M3qB2zvJW522bX6fE6tdpNvGxXmgisZPNHVwiFtgAQyKRIpXKkErlSCRSJBLLpkLswK69W+jobKStq47BkXaGRlvoG603g8TrFkbfdzD6tpNX77oZ+9TL298GGPu1n7FPg7z5dYjnr3voG2mlZ7iZ4dedpD29zYnzB6g2lFDfaqCs5hk37l5n+57t7Ni7kx17d7Jm42pz7kpyAlOmepntFiTOSK3bHYUYJ7EDiwIXkl3ylNS8dJ7pKjC0mLiX9Yj7WY/IKMjk3pMHPM5JI7Mom5SM+/hFBOAyxQ2xqxT1JDWxSeYZk9UyMyQqmNDoUMJiw4mIDSc8LpyAyADW7dzAnYwUNK1aGvqb6HjZycCHAbpfdlHf24C+w4CmVYem3YCmw4C2VUdNYw26Rg21LXoaWgzUN+mpbzXS1FlPbZsBU4eeH5YlJ3An5SYhYYFM8vZg47YN3H14h/Vb1rF9zzau3LzMjl1b2b5nG7fv3+LOg9uUVj2jQltByqO7XLt9lRt3r3Pi7M+Ex4ShdleZ7yhqGS7uli2JUoy3tzuz5/rgMUmOs+A/Wb0mjqGRdt79OsTr9928+tjNh38M8/Hvw4y+7aa128TQSCf9Q51U68pJf/qQjsEmBt50U6TNIywxEGf5RMQyB8RSJ8Rixy+qVCtwCP/a1ObfbUXsSWBfqox/DzBsYCG0iNu+o4J1/ub5rXfcfwksvnPss1sFFu9KB7EDMhcZcxbOxi94MRFxISz0n82MeV7IXJxw85LhPkXOT47/GyLFBGQuAhb6zyJ2WSRTZ01B4Spn5rwZzF0429x6KCW2oaerp9pGfHLxVJtVqQ4/MlEwAbFCbBuISlRim1+n1ZDG3rdTKhEilYiQSESIxSJEIjFisQSRSIRA4IREIsDB8ScWLJrFw0e3aW4z0tJuoGewgYGXzfS9aLTk+PYz9qmfD5+fm2MuPvXy7vchxj4N8PbzEC/f9/HqQx9jnwboH22hrddAc5eO5i4D+vpKKnVlFJUVcO7iOdZv3cCyVcksXZFIRGw4gaH++Ez1sq1a5RYSl1gmxFniiMJdzsVbF8koyORJUTbaJgMPn6aSnv+EjMIsHmY/Jq+8gKfPcrmbfo+Fwb4oJqmQeShw83azVW3zfOfiG7CIBYvnm2MSI83kydCYUMISwolblcDaXeu59vg6ZbXlNPQ1Ut9bj7HTgLHThKHdgLbNgK7DZB5+NlZTWV+FrklDQ7uJpo46GltNNHbU0dRVj6ahmvbhVn5YvWY5t+/ewD/Al7kLZrF+yzq27d7KPN+5rFi7nEPHDxITF8mx44cpryqlsLQAU5ORamM1Kakp3E+7T2rmY46cOExwaABuk1yZ5OOJTC1D7a62SH2lTJ7ixozZ3ri4iXAW/qd5rfqinfe/DjL2oYexD918/McQ734b5MVYN+3dJoZGOugf6qBKV0pa9n1aemoZ+30EU7uG4Dg/xgv/E4nCCZHk++zGP5tRfDv0/HdA41vA+F4E4r8CGA7CiZbVq+NXZjx/tp35dnZivxn5HjhYNyNfAYb4a+2Hg8gc0+jq5cIi/wWERAVx+sJxLl4/zfWUCxz8eQenLx7m9MXD+IfN4+QvBzl14TC37l8ipyiDsxdPsv/IPjKeplOtqeROyk3u3r/JydPH2bJtI5eunOfa7atcvHaBU+dP8vOZY4RGhRAcEUzy6uW2PFy5i8xMFZc621aoIsnXbE+zI7gQsViEWCxGJBIhFgkRiYUIhA7IFSImOvzIipXx1DdqqW2ooa3LRNdgIwMvWnnxrofh1528eNfH6Osuhsfaefmhyxyk9WmQsU8DPB/rYOBlM6PvOukdaaC2tZz69ipqWyqpNhRTWl1AaVUxt+/fYuuebaxcv5o1m1bjF+rH1Nk+zJ43k9lzZ+A1xRMXN6VZCi8V4CRxQiATsGXXZjILs0jNTaeqtobcsnxySvMoqCwipzSPckOlJSoxl4CoICRuMmQeCly8XIlLirXFJC4O9CUg1B//MH8CI8wD0MQVCYQnhBOzIo7I5TEs27SCY5eOU9lYTdtwG/pWPTVNOkyd9ehaTdQ0a6loqKTUVEaZqRxdg4aG9lqaOupoaDPR1FlPS08j2sYaTJ0GflixMolrNy7jM80L76mTiYgNZ9mqJBKS49m0fSMr160gPjGGB49SqNFXUaWvoqGjEX2jgQeZD3nw5AGPMx+ZreVDA5g+22wYLFFKkLsocHFX4eahZPIUN6bOmITKVYRA8iPrNi1lcKSVtx/6efOxl7efevjw9wE+/X2Y5y/bqW+uprOnnp7+Ngx11ZRU5NLe18CrT4PUdmgJjvNjguhvCOXmqEKxRPB/2yjn351l2ABD+NdGO/ZeF1/8L76uJgTfAQt75uZfrU6/Taq3J0TZKO52gcf2gCGQOiN3keEz05uohDB0dZV0DzYz9LqLgvInFJY/4dWHAbT1pQy/7qKjv56WLhODL7poaDOSX5JDXaOR2gYD+UVP+fz7ezo6m8h8msbrt6PUNup5+fY57z6P8f63N9x/fJfTF06TkfuEWfNn27YnIrkQZ7Hj14BhZ/5rBgwRUqkEmUyKVCpGIjGvLoUiRxRKCY5OPzF1mie3U67Q1GqkWlfM2cvHuXzzNMWVT8krySC3OI384nQa27UMj3Uw+raLsU/mtf7wWBsDL5t5/qaN0Xft6BqKuPXwLBl5d9DUPqNcU0hheR45xTlcvX2VM5fOcu7aeTbs3IhvkC+hUSEkJscTExfJ7LkzkCsliGUCMzdF6sRC/wVkFmSRU5rHM20ZlaZqsktyKKwq5pm2jDJ9BZoGHSWaUoJiQiwGOkqUniqiE6NY5LfAZqITGBaAf6gf/qF+Zo/PiED8IwKIXh5LwtqlJK5LImZlLKevnaW6UUNDTxOGNhP1PU009DZT06yjor6SqoYq9C16DE1a6lr11LUZMDbraOiopa7dRF5FLudvneWHpUlxXL12EZ9pXgjEZqVh/LI4tu02tyHrN69j994dZOdlojVpqDJUUd/ZiL7ZyKOcNO6kpXD3cQqHfz5EWGQwU2Z4M3PeDGRqGVKVmWXn4qnC08sFn+keeE91RaKYwLrNSQy9aOfDr0OMfejh7ccePv42wMff+hkabaG+pYaOnlo6exox1lZTXlVAR18DLz70o2+uJDB6MRPFP+Is+dLrWy9awf/Dbcg/Aw37vJF/tSVxljjhLHJEKPoCcrbVrGCiTTfy7WN/BhjWQGixxBwlKJLaBRhLLbmvYicEsi/sSltal9gMIGK5ELWHknmLZ/GsqoDuwRZMTVXcuHee7fvW0TnQwIe/v+Dl+346Bxqoa9FQ26yluaOWZxX5VNWUcvX6L2zcvIrno71kPX3MyTNHae2o58SpAzS1GxkZG+D9b2PcvH+NSdM88Q8LYEmwH8ERQag9VGb/DZkAqcXuX2JpUeyrJbFYgFQmQiYXmz/KxCiVUptfhtQigQ+LDODOvaukPklh2eo4fAPnsG3Pei5cO8XhE3s48vNuKnVF9I+0M/y6i1cfes0blDdtDL5qYeh1K0OvW2jt1ZKWc4Oswnvo60up1JXwJD+drIJMsgqyeFKQSVp+BlfuXWXFhuUEhgcQFOZPeHQovkvmo1TJkFv8PyYIJqBwV/DL9QvklOTytDgHbb2OJ4VZFFSaQ5j1zUYMLSYKKosIjg1F4iZD7qlE5ia3ESTn+c41r1bDAs1uW7HhhEWH4hu4iKDoYFZuWc3yzStZuXU1oYnhRC6L4uDpwxRrSjB11KFp1qNp0lHX3WAedrboaeiqx9iqQ9dYhbFZQ0NHLY1d9RRWFXD43CGWbUrih917tpOXn83qtSvwmeaFRClmko8n/iF+rN+yjis3L5Oa/pC0rFQqtBWY2uqo62hA06jnYU4qV+5f58aDmxw9c5RQSzyeWdIstmVQKlzluE1SMdnHjZnzvFG7i9iyezWjb7r58HmYV++6ePOhm19/H+T9pz6GR5tp6dDTPdBIW6cJrb6ckrIcOvoaePvbCMbmagIjfZko/hEniQMOArO/hFWt+e2g8P8T8PgfAIZ1I2AjU9mtPW3DVOH35y9W9etXOaiWkt1qjCu2KEedpc44S79UE9aKYqJgwh90LBMFE8z+HKIJiOROnLt8graeeso1+Twtesy6rUlo60rpHW5hZKyHkbEe6lu11LXo6B/uoKu3iYGhTlLuXSEgaD5VNQXs2L2ONeuSeJR+m9iEIHKKUtGYShl928++ozv5j/H/ix8df8TDxxynqHCV2wUem13KrVoNq7mOWCr4Q1SAfWSASi1DrZIhEjuidpPiM92TjVvWcPX2JRJXxDJ9rjdRCaFExAayedtqtKZyXr4bZGSslxfvenn5voeh1630jTbS87yelh4d7f0GGjuraGivor61hrKafDLyHpOem0pOaQ4lmmeUG8pIzXvM5t2b8A1cyLTZPkhVYjwmu+Ix2Q2Vq9wctiWaiJPUidhlsaQ9TSO3OIf61joqLS1Iblk+FcYqauq1ZBZl4xu6BKm7HJmHApmrjPDYMOb6zrXFNwSE+BMSFUJYrHnA7BvkS0BkIOdunOfA6UNEJEURkhBGcGwIgVFBHDh5kOzSHIztdRjbTNR21qNv0WNs0VPbUYuxTYexVUt9u5G6dhP55bkcv3Cc2FWxLN2UyA9Pc55QW28gNf0hGzevw3WSC//x0/9ixtzpHDlxmIJneZRVlvDoySOKqopp6GrC2F6HptnAvaePOXfzApdTrnHs/M+Exoai8lAhlgtxljgjUUot+Zhy3L1c8JiixmeWJ0p3IbsObmT0bTdvfh1g7EM37z728Pn3QT586mVopJn2TiO9g8109tSjM5RR9CyLzt4G3n1+jqm5itBoP5wk43CWODBROJGJzmbA+FZd+v9rwLCrCmw8Cacv8vrvtVjWIJ4/MiDNgCGSCW3EKGeZM0KFEJFCaGNlWglYVsq21cDGusUwVyXOrN64nPbeBkbf9NH3vI3Lt05T11pDavZdSipz+PW/xugdbuXF20H6htopepbNwHA79x5cISRsAfUNlWzcvIz9B7eSnpXCijUx3Hl4gSf59+jorydhRRQOkgk4Sc1Vj5UbYnX1skrfrf8WSJ2RKMwDRLlS8lUQkQ0wpAIUMjEuajkyuRCRxAln0URkKjEHju7jftodQqMD8fRxJSIumMvXzmFq1DIw2k3vcBvPx7p59aGP4bF2Bl420zVUi6mljKauGpp7NDR1aqlrraFCW0hOSRaZRZnkluWSX5lHqb6YEl0RGflpPMp8SE7xU5avWYZYIbS9P6W7ArmbHEexM+5TPLl4/QJPi55SVFGEtk5LWk46T5/lkl2SQ1peBnfT7zEvYIFthiF3lxMUEcTsBbOYu2gOAaH+hEaFEBIVQmhMKMFRQQRGBBAQGciabevYvG8bG/dsIXxpFKHx4fhHBhKzPI79Jw+TW15AY08zDT1NGFuN1HfWYWjRommsoqm3noauWlLzUtlzbDfLNiSRuC6BtbvX8ENZeTHlFSWkpT8iLiEaR7GDzbvz3uMU8opyuJ1yk5THKZRpy9E06jC011HTYiQlN5Wzty5y/uZF9hzbi1+on02pKlFKkKnlNraf22Q1HlPUeE13Q+bqxLZ963j+pou3nwd4+7GXD596+f0fw3z63M/z0RbaO430D7XS09dEjbaYvOI0uvsb+fD3F9S3agiL8cdZOh4n8ZdsUkehRY0pdPhLJ+//V1qTfwIY337dOlv4qrUQfgGM7ylObTZ79v28vVeE1JIQZllbyt3kuHq54j3Dm9nzZ7HQb4HNmt46q1qzcTUr1i5n3ea1bNm5mfVb1rFibTK7D26nubOWsY/DvHo/iKGhkq6BJm4/uMyD9JvUtWpJeXwDXX0VJeW5HD66i66eegqK0ti9Zx0fPgyyb/8mMjLvUlKaxckz+8gpekhBeRraumcsCpqDg3QcEhcRYrXYRub6Eq/5pcqwGfwqREgVIuRKiS0LVSY3m+jIZCLkliOTChFLnJDIBXhP9WSC44+ERAZRo68kMzeDXQe2s+/ILp5VFFBjqORZdTFNHSYGX3by6kM/I286ef7WDBptfTo6Boy09xlp6NBiaKxAW1tOlaGM4ppi8srzyK/Mo7K+nIYeE21DrXQNdTH4op9jp45YrgWzzF2mliJVyxDKRIgUYrbt2UZqdippT9PQ1evILMzm6bNc0vIyuPfkAdfu32B+4EIbYCg8lASEBrBgyXzbDCMsOoyQqGCCooIJiQ4mNCYEvzA/pi2ciV9kIAdPH2HTni2EJkSwOHQJYfHhJK1fzv6Th8h+lkNte63lmNA21VBhKsXUrudJYRqb9mwkOjmK5ZuWs2zTMpZvTeaHXy6c4c7dG1y6/AszZ0/jx4l/I3n1Mq7fucbNezc4duooiUlxnP3lFGU1ZZRoSjF1NqDrqONxUSaXH9zgl1uX2HlgJ4sDfZGrpchcpJZfuMRCC1bgOlmN+xQ1HlNUOIr/xtotSQy8bOX93wd5+7Gbj7/18ft/DfP59yFGR1vp7DIyNNxGX38z1ZpCcvMf0TvYxMd/vDQDRqw/TtLxOEnNPhITBBNxEJlpz9b1ps2Oz+LbafbY/OOG5M82Jn/G6fgzuvi3oPE92z3rRkRk8RwVi81MVJHI6auW5HsVhrOlgvpeKS6RCc1zC6kAgaWyULgrcPfxYOb8GfgGLCIsOpTE5Qms2biabbu3cvTkEc5cOM2p8yc5d+ksV25c4sy5Exz5+QD7Du2goOSJzUP1+atu2nvqaWzVU1qZx6P0O9y8e4mLV05y++5FMjLumH1YO4xU1+Tz8dcRyipyaGrR0tSqpUZXRGuXgaZOPbcfXsJ7pjsThT/hJHFAKHO2q27+CHBDYqQAACAASURBVBpfi9ScbRJymVxkdrhSSJBJhSgUEpRKiaXyckIuF6NQSXBwHkdEbBjFFQXUtRjIKkxn18GtnL1yksKyPArLcqlt1tHUYWDoVQcjb3oYedPJyNtOOgfraOzQWoKMTejrqyjXFWNs0VFjsdMzthpoHWih72UPg2MDdI900zPSjbZWw/EzR5m/eB4ylRShRIBYLkEoESJVSYmIDedJ3hNSc9LQNOipqtOQXZJDal4G6flPSElLYUmYPzJ3FVI3BSpPFf5h/viF+DFn4WwWLZlPaEQQQWH++IUsISDMn7CYUPzC/IhYGkVwXBiBMSHsOLSLPcf2ER4fQVhsGLEr4olZEc+uI7t5UpiJrkmPrkmLsU2PtqmatPxHbNlnBoukdUtZtXUVyZuT2XVsFz/ExkWya892rt+4jO+SBfjMnEJm7hNKq55x8doFklcvY8asqaxau4L0p+lUGquo62pE315HemkON9LucvnOVXYe2IlvwCKzwMhVZrFfkyN3kVkAQ4WHBTCcJD+ydstSep838uZzH28+dvPhtz4+/2OQz38fYmS0hfYOHUPDrfQNNFGtKSS/MJXu/gZ++z/f0NxlJDoxGEfpOBzEE5gocmSiwK7ct7YkViCw89gU2DE07YlN/xQwhN+37HP+DmD8lZWffeVjJWBZhWT261p7Cb790FMkdrJJvqUWBac1qMc84BTYckHFKjESFykyFxlKNwVqD5U5kMiSIzNj7nTmLJzN3EVzmL1gFjNmT8Nnujfe0zzx8FJx6NgO2roMlFfnYqyvICPrPobaavKLMtl9YDOd3fXs3b+Jy1dOMDLSycMH16itq2ToeTt1DVV8+DRCT18TY+8G+fT7S8Y+DDIw2sHPZw+g9pTiKBmPWC5AbPHWtLYh3wMMG29Eah7q2rJTpV+qCollUyaWONspW0WMm/if+AYsJDMvDU1tBU+LM1ixcSmBUUs4e/kkmXlp1BjL0daWUddSQ/+LdgZftNE5UE9rt9FiJlNOpa6EgtJsCityqDRV0NrfQttAKz2j3Yx+eMHgy0G6n3fR97KHtoFWGjsaePXhJZW6CpatSkJs8fBwcVPjJHJk6iwf7j66w53Hd8gtL0DToKNYW0phdQlZxU/JyE3HPzwQqZsSqZs5ZiAwIpBFgYuYMXc6cxfMJDwqmIioYMKiggmLDiU4IoiA8AA279nC0rXLmOM3j6CYEM5cPceJX06SvDaZ6ORYYlfEE5YQweEzR8kty0XbqKGu00RRdT57T+wienkEKzcvZ9WWFazcspy9J/Zw4/F1fpg02Y2582exdfsmpkybTFR8JI+fPOLU+ZOcOn/S7H+wdQMRMeEcPH6QCmMVbcNd1PU0k11dxN2sh1y4fZkdB3bagl8UdoYlNiGal5pJU13xmKJCKB/Ppp0r6Rlu4NWHbt587Ob9514+/jbA578PMTzaTH1jOV3dtfT1N1GjK6bw2RM6emr57b/HaOo0ELcsnIniHxkvHMdE0UQc7FaW33O+cnaaYMsdtV6M1lL+z9ax9vEAQvEfAebfAgyh1THL8loEDmYSluhr4LL3svjekNP6udQSJCyRCb+IuWQChAohzjJnsxv5N8xSe4MeKz3d2tZNFE5kgvNPTBD8jc07VtE90Eh2/kOy8h5y5pejXL52lrTMewSELaCsKpewSF/27ttEa5ue7dtXU1qRg8FUxv2HVxl92U1hSQY9A40MPG/l9ft+no91c/D4TuSuQpwk45GpzGYz34KEfUti2/ZY2y2r3F0mRCEX2dy5RCKnr2Y6IrG5GnEUjCcuKYZKXSmV+lKuplwiOikM3+B5JK6MZfPODVy5dYHCsmxKq/MwNlbR3Gkwp5l3GmloM6CvryL/WRb3Um9y+c4vXL13BV2TlpH3z3n9+TWDY4MMvRqg70UvDV31XE25wvZ927j98BaVugpKKouJSYxGqpAgV8hwcJ6Ii6cLh34+xC/XL5Cam4G2QU+proKnz3K5n/WIrMJs/EL8ESglSN3lyN3lhESHMNd3DjPnTmfOgpkEhfoRHOZPeFQI4TFhzF00h7m+c9hzZC+7j+5lxaZVLA7zIywhgnNXz3Ph+gViV8QTGh9OZFIUCasTOXT6MHnlueSW5bD/xF6Wb0pi1dblbN63gY171rHr2A4upVwgNf8RP6hd5HhN8SQoxJ+Zc6aTkBxPbFIsXtMms2xVEkWlBRQW5RISGYzPbB9OXDxFdYOO+r4WigzlPMhJ4/zNi+w4sIMlwUtQe6gsaVEipCpz36ZyV+A5xY3J091x81IglI9n+9519I828+pjD28/9fD+cx/vf+3j028DDDxvpFqTj6m2nO7eBrSmZ+QWptLWZeTdbyMYGyuJT45govhHJggnWC7IPwKGs+gLYDh9J6/jn2WhWtsQ+5Xmd+cKfwIYf2hLxOZ2xFng8JX4zZ509j3OxbcCM9v3WFobq8OTQGJRfcqFCBVm231Hydcp9l9deHaRAV+nsI3HQTSO5WvjGRnroaXLSGl1HpdunGbPoa08zLhNQNgC0jLvEJsQxKYtyzHWlhMe7ktu/mMePr7Ozt3r0BtLOXBoK/nFaaRl3qaxXUvv8xa27VmHROWEk2Q8UqUAmfILYFhfk/1r/HbLI7LblMgVYiRSgW29bWVYWuc8MoUYB+dxTJ01hT0Hd7Bxx1oWBs7HP3wx+4/v4uDxvUQnhhMaHcj2vRtJzbpHcUUu5ZpCTE0aDA01GBu15JVkcu7yCa7ducD1+1cprCqga6SL7pEuOoba6XreSUlNIcXVhVxJuUxgdAAbtq9n+75thMeG8SjjIZm5T5i7aA5ShQSRTIyzRMCqDWu4fPMqd1MfUN/RTElNOVlFuWTkZ5OZ/5SA8EAkaglKDyVKDyWRcRH4BiyyrFbnsCTQnKcaGhFIWLTZvX9J8GL2/3yAX25e5MzVc6zZto6FIb4Ex4Rw4vwJfr5wksQ1SSxdm0TC6kSWrU/m8JlDnL9xjl1HdrFqywqWrotn/a41nLh0jJuPr3Ev6y65FU/5QaWWMWvOdHbt2c6uvTuIToiyhdJMnzPNbJjz5BHBEUFMEDsQlhjJ7bQUqpv0lBorSSt4wvWHtzh0+gh+oX6ILZb0UpXUtiVRuyvx9HHDa7o7LpNkCOXj2bl/A0Ov2s1bkl97ef+5j3cW4Ojpr6W4JIMabSGd3fVojWU8zX9Ea6eBl+/70daVsmx1NM7S8TiIJ+AgnvjVXfRbarXtQrSrOJy+Mb75lwab35HGfw8svgUN22uyrH2txjvWn2NtR+zbFdtjf5XiZmeKI5YJbIBhJUA5SZ1wlDriLP3i7m19zP6itA+rNvt0TOAnx//AN3AOnf2NfPrHK0be9qFrqOBJ3gO09eXsOryJxnYdt+79wplzhxh90U3yiiiKn2WSmX2PfQc2U1icwdbtK8kpeMTp84fIynvIs+pcwmP9cRT/hEDugETpjFQpsLUi9mbC1mpCKPniGGY1ShLaWf1LZUIb8FrDmG0rWLkQgdjsSaJwlSF3leAoGY+7jwtrt65k3eY1BEX4ExTpR8zSCHYd2MLNe1fIyHnE06JMqvWVGBv0nLt0mjWbVpBbnEVHfwvDb4d4/m6YkffPGX47RGbREw6c2MfNh9fZsGs9sSti2H9sHzv2b2dJyGKiEiLZumsLfsFLmDV/Jko3JT85/kTssljup9/n7uO7aOu0PKsppaTqGUWVxRRXFhMaE4rKU4V6khqlh5IIi0t/cEQQC5bMwy94CX6BvoRHhhCdEEVkXAQR8RGcuHCS24/vkpJxn9NXzrJ661oCIs3Ergu3LnE79S5rtq1l1ZbVxCyPZVHgQpLXJXHmyil2HdpO8vql7D26g9up10kveExmSQaFNfn8IJY4s2DRXK5cu8j1W1cJDAtgnONP/Djxb8xeMIude3dw5OdDzPWdi3qymhWbVnHz8R3yKot4nJvOnYx7XHtwkzOXz7Jxx0b8Qvxw93KzWMwrvpireLvg6eOK2lOKVO3I7kObGH7dyZtfBxn7tY93v5rZnm8/9dDebSCv8DGG2nLau+qo1pSQU/CYpg4dL971Uddaw5rNSQjlE3EQj/9KuPU9wLBxGuwZmc4TcHAch4PjOJycxv9TsLBK463y+D8MTr93RI44C7/oS6xbDiehg+3nCIRfLPRstPA/mbN8O+ewDkGlMpFtLWp1shLJBGagkDh+VUFYL0br3frbz82tyXj+c8L/zqRprpRrC3n/+ws+/tdrnr/rY/htL6Mf+qkyFfPq4yBNbVoqa/L58Ok5T7JS6OlrpLFZQ/GzTFra9KRl3KKhpYas3Adk5T3izsOrTJs7GUfxOMRKZyRKZ8RyJ1v7IZA6m0Vxki/gYP2d2f7Prb4eIsevOBkSy/DX6kAmlgpwFjkglDohVYkRK4SI5AJEcmecpY6oPOQEhvlz7ORh7j66xdFTB9m6ewOnL/xMyuPbpDy+Q2buEx6k3SchOY4N29ZiatLx8sMIo++fU6Yv5eajG+w9vod5AXNZErqILXs3sW7nOrYf3MbydclMmzsVhbsc9yluzFk0m6CIQIIjg1B5qpggnMAc3zncenCLlNQU8kvzqdBVUFBWQH5pPkUVRQRHBSN3V6BwVyBxkRIcaZ5VRMSGM3fRHHNFEbSYkIggYpfGEBkXQVRiJFfuXiUtL4PHOWncTr3LzxdPsvfYPvzDAwhPjOTSnSucunyG5RuWE78inpil0UQtjWLjjvXsP7qHn88d5VrKZe4/uUtmUQYFVfk805eYW5Kly+J58CiFtCePOHB0P0HhgcxfPI+o+EgOHjvAwcN7iY6PxD/Mn027NnPvyQNuPLrNqq1r2XVkL1fuXOVe2j0ycjPIeJrO4Z8PMX3ONNsMQ+4iw22yGjcvFWpPKWKlA3uPbGHkTTevP/bz+lMvb3/t5fWHLl5/6KGz10ReUSrG+go6exsory4k4+l9mjr0vP44SFtvLVt2r0Egm8BE4U9MFI7/yl/CNisQ2vlh2oGFtUVxtJC9/lmFYbPf+4uq5Lv6D0v74Whn3GP9XkfnCTgKzR6fArHTF2bnN+3PV22IFTAsP8NWkYj/eOELZQIE9qnw1q9Jv3AerHwHK0fji6LUiQmCn/CYqianJIOhsR6GxnpoG2xg5EM/fa86eP15iMYuPaNvexl7N0BXTx1v3g3y8nUvvf1NvHk3yPuPz+kfbKa+qYbcglQaWnRcvnkedy81EwQ/IVEKkCgFiOUCm8T9Wwcu63u2Z+8KRY5ma0Shg7k9UYiQq6TIlBLzzUHshFwlRSwTmlmjajFme0QHBBbwkKrMX5syw4t1m9dy6foFbqZc5eL1czxIv0ta9iPuPLjNrXs32XtoD8mrl3Lz3lXaeproHGwjIz+N8MQwfOZNYcpcL3zDFuIbvACfud7MC5zHwuAFLAlZjG/QImSuUsYLxuE904uAcH8WB/vi4eOBwl2BWCXm8MnDPMx4QEFpAdWGKtJz0nlamM3Toqf4h/ohVoqQqiWIlCJCo4ItOpwgFiyZz5KgxbZ82rDoUEIiggmODOLy7Stkl+SQnv+EB1mPuP34LkfOHGXVxlX4hi4hflUiB04dIjwhHL/QJazbupY1m1YTmxTN8jXLOHb6CLceXCer4Al5ZbkUVBVQpCnmh+kzprB95xau37xCTn4Whno9TwuyOXjsAH7BSwgI9WfDxrWcPn+S42eOsW3PVm49uMW+4/sRu0qYs3iu2crv9FGbTfvt+7dYHOiLRCm1CIpEqD2VqD3luHsrEcjGsf/oNl686+XF+x5evO/izedeXrzv5PWnPvqGmygoSUdrfEbvcAdV+lJSs+7R1lPH288j9D5vYdfBjTiKf2KC4EcchONtWR3fAsdXQ1ArC9RyBJbQI5FUYDPT/WeWfN8FlL841hySP/P+tM9XtZXd4i+u5/aUaJuRr3WNKhMgtFz4VlcrlbsSt8mueE/3YvLUSTbbPOvePiQy2BZlGB4TZjNi8Q/xY6HfAuYvnsdCv/nMmD+d2YtmkJJxi/puI4Y2DZnFj9G3VXMj9RIdw/Vcun0SXX0Z+rpSLl45zus3fTwry6a3v4nhkQ6ej3bycqyPg0d28H9R9p5fUeXbu2//BXfcc89vd1ConKugyFGSIEGSBAUjmHNuY5tzzjmiIiIqKiYQkCioBEFUQEVQQIIBc+zuz32xqkrsvfc9475Yg9JRClTVmt85n/mE8ZNGcKuyhE07NmDjoEehlaE2KJGbfDfNxUKpVyBXf38d/iMF3sS1UZrwGjM71GCnE0YYtez7eKNXoNDKUOrkQuCRTm753mqD4BhmdLIldmAsK9Yu5VDyPs5cSCXl9DF2H9jJuCljiIwNZ+O2dWTlXeJacTZpGSeIiAtDYSPHzsNIWFxfpsybQFBkb5y8HOgV6IlPsDf94iOZNncqw8cl4uTpiNZOg62LDfZudti4GHDo5YhELSZxzDDOXDjF5eyLFJRc4+zFM5y7eIa0cyeJ7B+BzlaNzqjB3sVIwqhhFgPmwNA+lvEkLCqUsKhQwqPD6NuvL2u2rOXUpTOkXTzN8bMnOHLqGNv372DlhpWMnzmRAYnxjJ0+nuETRhAWE0p4bBiDEuIZlBBP7MBoRk8YxdqNqzl28gjJZ45z/NwJTl4+xU9x8TEkjhjKmHEjWbdxNTkF2Zy/fI5FyxfSf1As/QfGMGHiWA4e3kd2/lW279nGxGkTGDd1HD6BPqgMSty93fD298LZ1QGv3r0IiwrF0c0BvZ0Bra0WlV6BraMeo7MOZ08jCp01i1bMEhSDbXctfp4tL2rpeP2Ih0+ruJCVRkFpNvWNd8m7fpXjpw5z+94Nnr1soK6xkjmLpiBW/opY2ROp8r8Xi//T1b1d/6e9/79hIN2v/5TI/h8KzT9HGXMcwL+ZBZtvGPV3FekPnpdawYvTIgU3dQbmLFuzWa+nrwchEcEMThzEiLHDGTd5LL/Pm8my1UvZtH0jew7uZtvurWzesYk9B3dz6NhBdu7bweYdm9i8YxNbdm5m656trNqwkrlL53D6ShpVD8upfHiL1EvJ5Ny6zOINcyiovMri9XPIuJpK6pmDTJqSSGVVIWvWLaSw+Ar7D24l59oFsnMziIgKJGH4QC5mnmfpqiWW7kZtUCFXS5CZOkSLR4daikot/aFgqNUyS06JRfJuAkqlKskPuIxWr0Ikt0Kpk6OxUf8Q/dgdwxFeSyG4WaGVExoVwpJVC1i88g8mTh/LsFGDcHCzxc3LicTRCYydNJp1W9Yw849pGJx1qOyU2LoZmL5gCht2r2XstJEMTBxAv7hIvPr0InJgBDsObefYmaPMXTaHmKHR9A7zw8bVgFgrQueoQWmQEhwewJETBzmTkcqN8kJyirJIv5jGsVNJhEaHoDctDoxONpZo0sDQPgSFBRI1IJJ+/fsR2i/Mol4Njwlnzda1pGedsyhhUzPSOJeVwaZdm5gydyoJ4xNJGD+ckZNGMWSkoID16+NDdP9+JA4fQsLwIYydNIaV61ew/9gBTpw/yZnMc0JUope3O3YONowaO4Jd+3eybvNaFi5bwOr1KzmcfIikYwe5fOUCRdfzWbhoHkZHG3z6eOMf4k8P0a+IpVYo1TLEEit6in+z3Hx6O4MJzFJi72KLg5sNzp5G1DYSFq+cTXPnA5521vH0+X063jyiresBL9438bj1LldyzlJ0M5fahhqu5l/maOoBKmpKaH/VSH1TFbMXTv5eMFSi/xpU/G+XZWPRLQD5P1w/bFv+2W38h3T3/0rmUoiRKUSW1a7FItDcYZjS4C2OU2qTV4UpWPifl1Qj/Nxy3XcqtTmj1Gy87B/cm/ihcUyaPpGN2zZwJuM0V/OyyCnIJq/4GlfzssjMvcK1olwKS/PJK77GtaJc8ovzKLpZSGnlDfJL87iSf5ny+7do7mqi+XUjNU2V3GuuJKv0PLWtt0nPSuFmdR5Z19LZtHUZNfdKWbp8NplXz7Bm3SKSju4m6ehupv0+gQ2bVpOdl8ms+bORqeXINQpkahlKrRyJXGSKU3REbaMyFYxunYXZ/6ObcZBGp0RnwjxEShEKrVzAy+wN6AxqPHzccPd2tRQT8xim0Motq1qxQoTOaMBgb2MKnVbg6uWIk4ctWqMctY0UiaoHGqMcvZ1Aqw+PCcXF2xGVUYFDLweih0axfNNiNu5Zy+7D2ziSeogT6SkcOLafQ6kHOZ99jg271jNv+VyWbljC74tmEhwdjJ2HLRonJXIbMSobKSPGDiHl5GFuVRRSVJLNmQsn2HdkJ/4hPqj1SoEQadQwYPAAouOi8A/2o3eQH2FRYYRFCzmrMXFRRMSEEx4dxsbdm7iUd4XL+Zlk5FwUOo30E8xeOJuRk0cyaspo4kcMJHpILF4BXuiNOhzdHAgI6k38wFiGj0pg6IghTJg2nsVrlnDi/EmuXs/lpwsXz9LLyw2x1Iphw4dw8OgBwc/z7EkOHjvAtevXKK0oITc/m6LSAjZt3YCtgwGx3Bq9vR6JQiyYg6gFV2wzAUelV1owDIO9Tlirejng0ssOja2Epavn0vr8Ea0vHtL26hEv3jfS/uYhz989punZfa7mZ3C97Bo19bc5f+UMew5tpay6mLZXj3nUXMO8xdMRK39DrOwpKFa7ncbm9eAPBjXdHktUQsEQK8WIlYLoysxBkKgEbYpgaiP+UX5uxi3kYpTy7kVDhlwhRaGUmh5LkMslKJUyFAopMrnwZ5nMGpm5w5CbMkpUYqQqqSVWwDLHmwFLjdTkoyAIySQqienn/96VdAc0NSbXLA8fd8Kjw5i3aC4pp1K4VnSN67euU1JWwvVb1ym+WUxecR45BTkUlBRQdLOY0rLrVNaUU32/itKKEm5UllB+t4yWl0/oeNdC2+smOt4/ofX1QzreNtD64gHP3zyhteMBtY8q6HjRSEFRJk3N98grukRp2TWu5pwnr+AKeYVXKSjJZ8zEMSi0CkusocZWjVQjxdPXk5j4WOyd7SyaIMtaWS0z2S6aCHRKiUCNN5kQW8utUWjl9O3Xl8j+Eejt9UTECGCgSG79w0bIbFj8vfNQm1LZVRbsRqrugdpGit5eiUInwt7VQERsX/pGBhIY5o+7nwtewV5MnD2Rfcl7OXL6MMfPJbPr0A6Wb1jK6i2rOHP5NDkl2Wzas5GQmGDihg9g+h/TGD4xkaCoQNz9XdG7aJEaxMh0IjS2CmbNm8rl7PPkFWZy+eo5Dh7ZTUBfX9QGOTqjCgcXo8WxvHdQb3wCfIgd2J+ouBhC+wlYRlhUKP0GRLLr0G5yS/O4WpzD5fxMjp05zh/LF5A4LpEx08YyfuZEBo0YjH9oAPau9sLBrldisNUR0MeX/vExDBgcx5ARQxkzZSwbd23i1OV0fsrJzSQoJACVRs7AIXGcOJ1CYWkBuw/uJmFMAotXLWZ/8gG27NzMtaJcNm7bYKnO3XULGhs1Sr0SrVGLxkaFSq9CZxTaZVtHA716e9CrtytOHraoDCKWrfmDp+0PePaygRdvn/DyQxOdbxvofPuYxme15BZdovhWLtW1FaSdO87W3esoqy6mvauRhua7zPpjCmLlb0jVVii0sn9D/P/plfnfikf3Ucas3vxu/y+EO8tMI4lM+Z2haSkWCjFyhRSVSoFKJUeplJm+ylGp5Egk1lhb9xSeo5YhNW1klGoZEpk1crUUiUKMWCm2dBAKrVyguJv9Kkw/nxm4lKtl3+MV/2Em3J1rodIr8fT1IG5IPJOmT2Lm3JlMmzWdGXNmMG3WNMZPGc/oCaMZP2UCE6ZNZOrMycyeP5N5i2bz+7wZzF80l/Vb1lFWVULbiyaetj3gaXsdLR33edx8m7cfWnne1cTzribevG+jsfkeb9538PZTBy/fNPPyTQvtHY20PHtA09N6bpRfJ3ZgjPC76BVINVJ0DjrkegUOro6CL4a9AYVSikRmLZCwNHKUChFajVxwhzetUpUqAX+ygLx6JUERQQT3C0HvaCA4PIjeQX4/AL3d18hKkz+Fwd6A3s7GtKGRojLIUOrFyLXWiBS/ERoVzLzFs0gYPZjewd6ERgUxb+lstu7fQnrmGSpqy3jY8oCGZw0U3ixg1+GdbNm/hdSME2zas5EZC6Yzbf5UdhzazoGU/cQNH4Ctmw1+ob44eTti42pA56BGYZDi7uvMjr1bKLyew7WCTFJSkwiN7IPeXo3BQY2dsy3DRycQN2QAIRHBhESEEjcknvCoCAJC+hAaGcLAofHED4tj75F95N0soKCsiJMXTrFk/XLiEuPpP6Q/IyePFtieo4YwcsJIEscm0q9/JE6uDqi1Coz2Bvz8vYmJjyVu6EAGjRjM+JkTWbN9PT8lpxxh8JA4nF0dCAz2Z8TY4UycOoGgiCC0dlq0dlo8/DzwC/Jl/ZZ1JIwaJgib7HRIlGJLSE13oZBZZai11WJ0MpqMWYQgZgc3PWobMcvWzKfpWS0dr5to72rg2at62rrqaet6SEPLXQpvXOV62TXuP6om/WIaew5tpfJuCZ2vn/DwyR2mzhonFAyNNXKt1HLa/vOD8W+xg/8B4zA/zwycWsussJL2tBQTscwaqfz7RkUmFyEzMUflJlzCyvpXevT8GbGkhwXzsET8mbQN3e39pHKRsB40xQtI1RLL2NGdF/GDnZ6pIHTHPLp3Vd1/P7FCTE9JD6xl1qZ2W2l5r8xO3Qqt7IdLqZN/Bwe1csRya4JC/bl0JZ3Gp/doaLpDXtEFikovkXZ2P+W388gtyOBa4UUqq4s5efowzW315ORl0Nr5kPLKQlrbGmhqrqPj+VNy8q/g7d8LsalgyLQyVDZK1LYqtLbCWKWz0WBj1KFQSkxJZ0qk0p6oVVJkkp708nIjKCRASHBTii1qW7M3qc5eh2+QL5GxEZb1vnksEQiFyh9wIYVWaTrcNKgNctQ2cpR6MQqdNdHxYaSmJ7PrwDaMznoUOgkhkX3YdWg7X5ZUbQAAIABJREFUVwouk339Kg1tj7jfdI+G9kc8eFrLnYdV3HlUTe2T+2TknCerKJPKugqKK4u4+7iGjJzzjJ0+hqFjh+Af3hudkxajqwG9owZrRQ8GJQ4g4/JpblUUcyr9OKGRgahtFWhsFdg6GRicOJCImDCTRV8o4dERBIcHExgaSN+IYGFR0T+Cw6lJXL2eS2pGGnOWzmPgyMHEJcYzaPggYofFEdo/nCGjhrJ83XL2HN7D+i3rGD9lPB5ebvj6ezN8VAJDhg8V/EKHDSBmaH9GTxvHT1OnT2L02BG4uDrg4Gz8TpoxqR2t5AL1WqqSWNKuzIDVb6JfLZXajFSbi4aNgw0Ge8FmXqGVY3Q2YOOoxdXLHlcvIyvXL+RR811evHv6fbXaVU/Li3rqm6opKM3ielkedY9ruJyTwdHUA1TX3qTt1WMeNFUz5fexpg7DGoX2e2ve/YQ18xL+vwrGf6JKC34RVpZ0MIncGmtxj++ZpjJrZAoRUqkVVj1/oafVL5ZxpXt2q5lkZbHzM2lSelr/irW4BwZbrTDKqYUiYKWwwlphjVjxoyGwuQhKVUIUgdBNKFDqlEhVMqxlIqxlIsQKMWKFBIlSilQtR6aWm/5vMWKlFdbynogV1khVYiRKkaVwSJQipCqxJW5SZdrC/Gb1L3r5uHDx8hk6XzTS2lZPcekVbpRlkXZmH4XXL3Ly1AEuXj5JTt55Vq9dQNH1TDZsWsq1/Avs2rOey1fPUFCcRVPzA85eOIWLpxMSlQSlQYlCL0ehlwtFQ28Smamk2DvYYGPUmdibEuFSipHLrPHv40vfsCC0ehUy04Gl0MqxllsjUoqwc7XDv68/zp7OFtp79wJsJe2JSG79Q2iU+XD4uef/YC3/DZHiN3wDe5GReYZHT+tYs2kFNo5anDzs6BcXxs6D2yitus6VgssUlOVT03CHhmcPaXnxhKaOx9Q+uc/9pnvca7xLQ9sjahruUPXgNncf11DTcIeckmx2J+1ky56NRMaFIdFYY3DQoNBK0NgqmL9kNiW3CjiRdoQ+IX7o7bS4eDph72IkLCqUgBB/gsICCQoLpE/fPvgH98G3jy+9gwRcIyQymGOnkknNSGPK3Gn0T4ijf2IcQ8cMY/CIIcQMiWPQyGHMnD+bletXs3H7ZvYnHSDp+BFmzZ9NwsgEVq1dyeYdmxg3ZRyhMaHEDhvA0HGJ/OTu6YKnl5tFLmwuBlpbLVqTpZizlxCBp7fT4ezhhIunMy6ezhZBk5uXqyWl2+xfIBjpGLBxMKC1VePs4YCDmw29ersQGhXAll1reNB0hxfvmmnvaqDjTQMvPzTS8bqBusbb5BRepLSigOraCjKvXeDk2WPcqbtFy/OH3G+oYNKM0YiVvyHTCAVD0e2ktThJmU/nbpwMqWlDIVdKLAlg5gR1mVqKSGYmgknpIe5JD3FPJAohQFkis7JcIkkPxJKeKEzFQCzpgVRmhVwhRiLtiURqZULzzUVDZPl3Erk1Gr0CkbQnUpXYlNUhtuASMnX37Y1EuOF/yGGVmVaESktOq1Ql/U6hVstRaRRo9CrUWiVKrQy1XoZKJzN1Ft+du4VOTPg+5vgBtUGFjZ0WkbQHTi42nEw7zJu3rbzqaqKl9S5v3jXz8HE5T1vv8qT5Hs2ttTxtqaOw+AqNT+5yJes0VXeKOZF2gNJbuRSVZNP4tI7Dxw5gsNchVlij0itQGhQoDHLT6lNuoakr1AKD1Www1F3zo9UL8na1VoHO5rtXhkQpRqwSLrlOjlgpQaKUoLERXtuekt8ICOnN4hULWbluBQuW/sG8RXOZ/cfvzJw7nZlzpjNz7nQmTh/LxOlj2X9kFzcqi6ltqGH73s2ERAYxYHAsqzeu5Mq1S9Q311FaXcL128WU3bslFIiGGq6Zktev3cjlZs0NSqtL2HNkNweS91N4q4Bbd26SU5TN1cJMissL2L5/C+5+Ljh52mHvakNP6S/49PEkNT2ZtDPJ9A3vg9HJBm//Xtg6GvAL9MHb34vQfn1NJjohhESEEhweQmBoHwL7BhAdH8WaLWuZs2QeMUNj6TcoitiEAUQPjmHkhJHMWTKP5RtWsvPgLg6nHGb7vh1s2LaB5LRkjqYcIWHkMEaNG8nxU8ns2L+Dib9PZtCoIcQmxPGTwVaLVC7Cxk6PwU5v6RbM4Jm9qx3uPu4MShjIqPEjGZQwEP/g3oybPJaN2zZwOPkQm7ZvxC/Q14Q6a03ovUANtzW5iHv4uuLsaYeXvyuJY+JJOr6HusYqOl438uzlQzrfNPDyQxMdrx9zv6GC3CLBo6DqfhnZBZc5d/kkVfdv0vr8EdV1N5gwbSQSVQ+kamvkGskP+EX3kUSu/i4Us5CwTF+VGjlSpdjiYC1VSRArRdg62eDq5WYCbQUHMbVegVwlQm+rwsPLmX7RYUydMYnVa5cze840Avp4o9ZIkcmtsLL+GWvRL0gkPZArrOlp9S/+51//F0YHHcOGD2TJ8j+YM38GTq529JT+isogR6ywwlrWg56SX/lV9C9+sf4X/+r5//Cz1f9GpOiJQidFqhYhUlh1e+5vpp/d2tItiORW9LD+hR5WPyNXmajlWgkavQyNTiEkc+lVqA1q4VCw1QraE70CleG7pkNjUKKzUaDWilm7diFNT2pofVZLV1cjzc01vHrzhM6Xj3j1+glv3z/jZddT3rx7RtebFl52PaG94yFNzfd4/6mTts5G2l8+Zff+HWhsVN8Lhl6BUi8UDPONL9PIkColGGy0yJUSrES/WVidKo38exC1WopSK0dq6hTMYKYFKFbLkWvkqPQKRHJr1AYFK9Yupe7xfeof11LXUMu9B3epvn+bmvoqKu7corz6JreqSqlvrKW5vZFrxdkkpx1h9oKZRPYPZ/rsqeQWZXP3YQ11T2u513iXqge3Kaoo5GJeBvk3cjh9OY39x/dx5FQS63asZcXG5UyYPp7Rk0ax59BuruZnsffQHjZsX8fZK6fJLspk6dpFJI4ZgquXIwqdBKVeyrzFs0g9c4x+/cPQ2KhwdLNHb6fFL9CXXn6eBIUFEh4dRmi/EGFTYuJhhEWFEhYdSsK4RGITBhA1OJoBiXEMHTuUkZNGsGDFAnYl7eHgicMcPH6I9EvpXMq5xK6Du9i6eys79m1nwrTxDEocyOSZkwVS5skjTP9jJoNGDxU6DDcPZ3S2GlTd6LkaGzW9g/wIjQxBZ9QyecYkTqansmXnZhJHJ7Bq/Uryr+eRU5DNjr3b8QnwRqIUW9ybdEYdBnsb7Jzt0NpqcPdywcHNBp8+7kyaMZqU04e496iC5s4HtDyvp/31I56/e0z760fUNdzmelkuNfXl3Kmr5Gr+Jc5fOUV1rVAwbt8rYfzUEYiVvyHXin4YSbrP+vJ/uHmbC8cPH0BThyGSW6O2UbFwxSIyrmaQW5xLZm4m5y+f42jqEXbu28beA9s5efoo2bkXqagqpbX9Ce8+vuJp8wMKirJIOrqbNeuWMH/BDCZPGcXYcQlMnzmeeX9MZ9XqhaSlH+NR410+fe6i+dkjVq9bgp2zDq1RgUsvO3yDPAmJ9Cd2UCRDRgxg5PihTJ8ziTWblrNl1zqWrl7AjLmTGDFuCOExwXgHeODu44KLpyNiRU+spL/i4GJLVGwY4f2CMdrrUChFqDRi1DopMqVI8MfUKlFoVMjUShRaFRKVDKlGhlwrN3EXVMhVYpQaEb9Z/9+MnzCU8sp86h+UU1dfxqXLKVRW53OjLJvaB+U0Nd/nzt1SauvLKb2Zw4tXTdQ/qqTzVRNNLfdpe/6Y1udNbN29CbHcml+tf7bgJnKNFJ1Rg6ObPQEhvQnt15ehwwczY9Y04gf3x8/fm94BPrh7umCw1VpIdlKlGJHCWrBn7BYIJdfITNwftWmVqkCssMI7wINzl0/R+ryR8julVN2rpPp+JbfvlVF+p5Q7dRVU3r1J9f3bPHveSk7BVWbNn8mghHhCIoLoGxnM7AW/c604l7rGWipqy6msq+Be411u1JRy7WY2dU01VNVXcO7qWfYc283C1Qs4mHyAc1fOsnTNEuYunsOJ0ykcTj7EkOGDWLhiPln5l9m0az0Ll8+j/+AoDA5aZBox/iG+bNi2huj4SJQ6OU7uDuiMGvr09certxchEcFExIRbzHS6sz4DwwKJHRLLoFGDGTYukWHjhjF5ziRWb1nJgeS9HDl1jONnUzmUcpgjqUc4c/EMR1OPsG3vNrbv286ilYsYMX4E8QnxTJkzlaS0oxxKO8rspfP4aeCweBYuW8DgxEEY7PWIFSLL7O/bx8ciRhs3eSwFJfkcSUni93kzmTFnOsdSj7J11xYSRyfg6OZgCfbVm/wXbB2F2EStrQZ3HxecPOwIifRnxtwJHE3dR019GU/a62h5LoCdz98Jo8mDpmpKyq9xp66c6tpyruRmcDojhTt1t3jaUU917Q0mTBMKhtpGjrJbwbAwJ81ciP+gRv1BIGYiDInk1nj29uTclXM8f/ucro9ddLxq59nzFjpft/P8zTNef+zgw7dXfPjygvefnvPhcxfvP73k1btWPv/Zxbe/3/D5z1e8+dBOx8tGXr5p5vX7NrreP+PLX1184w1f/37Nhy/P+fj1BQ+b7nAmI5mTZ49w7fplyqqLqHtcRUvnI9peNfLyXStvP3fy/usL3n7p5MXbFp6/babtVRO1DbcprcjnRmUBeSVZrFi3kElTR3LsxD4ePq7hfm05Bw9tZ/DQKBydtSjUVliJf+bXnv9CJBMhkksQySWIVVJ6SHoiMnl6WkkFY2Wjgw6NXoyjq5a5C6ZQc6+Uto6HPHxcxfUbWdyuKaSoNJP6htvUParkbt0tKu4Uk5V7lgePb3OjIpcHjVXcqb3J8zfNNLbWkZSyn779gvD274WTuwMaGxVaWyV6OxW9g3yZNX8mu/bvIPVMChezLnDp6kXOXkgn9dRxDh7eR+LIYUIXYQJxzQFI5k1Sd4GdxaHLqDZhEh5cvHqapme1lJTnU1Z9nfI7N6iouUH5netU1JRyp+42D5vquX6riMkzJmHnbCQsqi99+voTHdePBUvnk37hNIU3C8i7cY3KugrqntZyv+kedc33aGit41FrPeX3y7hccInz2efIK71GcVkRaedOsvvALrbv2cbFrAvsPrCLA0f2kZl7mTUbVxETH2XKJ/bG3sWIo5uDqVgFozaoLa7qMfHRBIb2IbRfX8HTMzaCyNgIRowdzvAxiUJIdEwY8cMHMmLySCbOmsj0P6aycvMKjqQd5sylU1zKu8zV4mzOXknn6MkjpJ49wYWrGRxLO8qew7vZvm8bS9csYcrcqQwcOYhJcyZz/HwqaZfO8NO23Vu5fquYtLMnCY8OQ6aW4u7tZtJ/2JuCZp2JGzKAbbu3MnnGJEaOG0Hi6AQOHNlPTkE2B48eYOK0Ccg1Mgz2emwdbUzUXLUla6KXnztu3o707efPxOkjSUrZw6OnNbQ8f8jTjlqaO+/T/vohz14+4H5DBXnXr1BWXUzV/TKy8i6Rdi6Zuw/KaX3xiHuPypk0YzQSVQ8h71PzfaX439SqFsKVmYGplKDSCKQhiYmPoTFqWLB8ARezL3Lh6gVOnE4hI/M8F7POklN4kcIbmeSXXqa8ppCa+lvU1FfwoLGG9leNvP3SwbsvnXz89pIvvObDny94/+05H7694O2XDt5/7eTN5za6Prbw6oNwdX1s5Rtd/MUbvv79ik/fnvOVLr7QxWde8vGvF3z48zkf/3zOx79e8JmXvP3SzqsPLXz48znfeMMXuviTd7z90k7b84d8+NwJvOPLtxd8/vaCp833SD93hNXrFjB/0Qx+nzOVZauWsO/wXvYl7WX5+mXMmDeNhLFD6RPmR2hUMLMXTCc1/Rip6UlczDrFvbpbvHrbQuerJjpeNvKktY7nb5/Q0vmA52+a6ex6Stf7NtpeNtLa+YiO10940l7Li3dPaWyr5dmLxzQ036e+8S65RVdJO5vK/MVzcXSzx1r6GyJ5D3RGDXbOtvgEeOEf3NsUqBRGwsihDB+TyKBhAwkOD8G1lwt6O90PupnugHd3KbyQHytBqu6BysaK6XPHUVVbQlXtTaprb3Knrpyq+zepun+T2/duUdtwl5aOJ+w+sMsySrt5ueLp60b80AFM/X0ySSmHST17glOXTpNZmEluaTZZxZcpqS6itvEOD1vqqGm4Q2VdBbk3cjiUcpCklMMcSz3K8bRkdu3dyeYtmzhweB9X87O4W1/DuUvpFqVpREw47t5uKHUKnNwdcHJ3xNHN0dS1axk9YRSRsREW46Pw6DAGJQxk5twZTJk5mZj4aMKiQxk9eTTjZ47n90Uz2bx3E5v3bmZ30g6Oph3kQvY5Cm5eI6vwCqkZJzh+Npmzmemczz5HasYJjqQlcSBlP5v2bGbGgpkMGTuUGYtmCTyM42nJXCvKJeXUcSJjI/Dq3YuFyxYQN2QATu6OuHu7Ye9ih95ORy8/T+KHxpE4OoHQfn3ZfWAXT541UddQy5GUJEuCt62jwbQx0WLnbMTGwUDvYF+8A9zxC/JkYEIUO/dvpL6pmqcd9ULiVNcDnr9/TPvrBh48qSa/JJNbVcVU3r3FhayzHEreQ+XdElo6H3D3QRkTp4+kp/RfSNXWyEzELYVWbiE/yf7RVXznTUgs3gmCuYoYuVZO7yA/4hPiWbN5DSfPp3Ei/QT7k/Zy8uwJ9h/ZSdKJPZxIP8Ch41tJv3SM9EvHuZB1iqr7N2h/08j7Pzt587WN15+e8fZrO6+/POPt1w7efm2n61MrXZ9befO5ldefW3j/rY33f7bz5nMLX/7q5Mvfz3n3qYV3n1t4/7mVd1+f8eHPdj7+3cH7P9t5+/UZb7+2Cn/3Zwfvv7bx9usz3n9r48M34TlfeMGHr218+NLK52/tfPjcyqcvz/jr7xd8+trG+0+tvP34jOZn9bR2NvGVT3z++wP3GqrJKrhIdvElzmee4nTGSXKLMqmpr+D2vVIKb2RRWpFL/eMqnjyrp7OrhY5XzXS8eULbq8c0dzzgSVs9L9+28rTjAe0mrU9V7XVu3M4lM+8sZy+lsGPfRlZtWMq02ZOZu3AOfyyZx/CxCcQM7Ed0fCQx8VH49vFGbVDyq/UvqPRK3LxcsZZZ8b9+/l/8YvUbSr0ad283dEYt1jKrHyj03UcSCwXcoEBlkKLUWyPV/IzeUcyilTO596iMhpZ73HtYwZ26W9Q2VHGnroIHTffJKbjKwGFxaG219PLzxM3LFXsXO0IigokfGsfC5QuYt2Qui1YvZtmGpazdsZrN+9ZzMHUf57NOk1UobE7uPKoms/AKS9csYdb831m2eim7D+wk+fgx5s6bw0ATN+bE6RMkn0xm5bqVjBo/Gid3J7z9fdAZ9dg62eHayxUHV3uL6jth1DAiYsIJiQjGP7g3YVGhRA2IJG7IAAYnDjJ1GOGMmDCSafOnsWnPBnYc2s6UuZOYOnciazYv4+T542QXXSGz8BJnr57h+LmjpF5IISP3HJfyL3AuO52zWWdIPpPM1v3bmLnodybMnszU+TP4ac6C2cxdOIfYgTEY7PVExkZYYg/NLZ+dad2q1CkYNX4kiaMTcHC1J35oHBlXzvPseSv51/Nw7eVi4mGohEBmB0HjYHSyxT/ED08/F1x62REU7sOGbSu4/6iCxmf3efbyIR1vHpnIW408ar5LfkkmJeX5VNTc5PyV02zfu5Gy6iJaOh9y72E5E6eP5FfR/+7G9JR+Bzu7Z3qYC0R3mz4za1MlRakRKMWxA2NYsnoJa7esZceBnew5vIc9B3dx8Ng+duzfwt6k7ew8sIlVGxayfd86tuxaw9LV89l7eCvFZTnUPCzjYXMNrz618P7PTt596+D1l2e8/NDMy48tvPrUStenFt59bePdt3Y+84KPf3Xy5lMr77+08eXvl3z6s5N3n5/x+nMrb7+2WZ777msb77+18+bzM95+bePjX895/7Wdt1/a+PRXJx//6uDTnx18+audz99a+fS1hS/fnvHh0xM+fm7m67c2Pn9r493HZj5+7eDd107ef31O14dnPOmsp/5pFY87aml+8ZDHLbXcfVhB+Z1iim/lcPHqaS5cPW2i6d+hpbOR9ldP6ehqoutDOy/etvLqfRsv3rbQ0fWUZy8bedxyTzDeuXed6tpbVN4t5UZlIdeKszhy4iAXss5z/9FdHj2t4/6jOzx6Wsfj5ofcvldB8smjrN+ylv1JezmcfIjf5/1OwqgEXDzdEMnFOLjao7XVYC3radommQyVTRwSuWXTo0RtEPgLcq0Vcl0P5FrBS7aq9ga3qosovpVL4Y2rFJRe5VZVMTX1t9mwda1pC+hk4TcEhQUJVPtpE5k0fSJjJo9m8dolrNqyijnLZjFj4VQWrf2DNVuWs/fobjILr3C7vpKLuReYt3gu4dGhRMSEM2XmFNLOpJF84hiTZ0wmakCUydQ3GN8+vvSN7ItXb2+8/b2xd3HA6GyHV28vbB0N2Dkb0Rm1DB0xhOi4KMKjwwgM7UO//pH06x9BeHQYA4fGM3BYPEERgUycNYmtB7Zy6vIpVm5ZSVB0IGEDQpkyZyIHU/Zx/mo6GTnnOJ9zlpMXT3Dy4gnO5ZzhSuFFLuWf52LeedKz0kk6dYQdSTtZunEZ8SMH8ZOTuyM2DoLmw1yxPH09frB3NzrZWtapPgHeOLk7WqTQ0XFRnL2YTml5CUFhgZYqb+tog8FeUE7aOtrgF+iNp58rju429OrtxNrNS6l7fJsn7bW0vnhA68s6Ot8+oq3rEbWPb5OVd56C0quUVZdw8epZdh3YQkXNddpePab2cSUTp4/CSvYLEpUVMrXYUjDUWsWPjlXKH+XiZr6EOftDMM+V4+BqT2B4IAGhAUJ61eBYEkcPE0xzp41j7qJZzJg7helzJrNw+TzmLvqdQcNjGTNpONv2bGLxynnMWTiN46cO8qCpmndfO/n41wvef+3k2YsGHj6toamtVmC2vmvh7ZcOPvz5gs9/dfHpr1e8//act186ePulgzef23n3tZNPf3fx4c8XfPzrJe+/Pqfj9RNevm/h899dwEf+4j1feM37r+18/PaMv3jB3zznL9r5m07+/LsdeM6Xb+18+/s5X/7q5OO3Nt5/a+Pt11ZefXzK8/eNPH1eS83jm1TVFXOzKo/MvLOczkjmQlY6JWUF3H1QRU39bR49rae24Q4VNaXkFF7mSu55weMyK51TGSmcOp/CkRP72Ze0k72Ht7N551r2Je1g7+EdHEzeQ9q54ySnJXE09SBHThxk/5HdJKUcIDU9mbOXTpF+MY0TZ5I5cSqZ9Aunyb+eR+2jWqrv32HKzKlYy4QVulInt6ybBU6KDJVJlfr94BAAT6VO8L6wlv+GQidh1IREduzbzPqtq1i+diELl89hzsJpHDlxgHOXzzB8TAJGJ+Fz6x/sj5uXOwEhfRg2chgz5kxn+NhEZsyfztrt69hxaAe7knaw68gOVm5ZxuxF01m9dSVJaYdJu3CSxSsXsWTlIhJGDcXNy42+kWFs3rGFxSuXEh0fQ3B4kEW46enrjre/lyWD1mCvQ6lT4OLpZOnSbR1tmDZrKoMTBxEUFkhweBD9+kcycFg8I8YkMmnKeAYMjsEvxIc121ZzqeASV0uusnj9YjyDPHHt7UbM0FjW7VhPcvpxktOTSc88zcVrF7h47QKX8jO4mHeejNyzXMw7z4W8C5y8fJJ9KfvYvH8zi9cv5SdzUdCaktsjYsIRya2xkvY0VXIrjE62xA0ZgE+At2Xl6trLBY2NGpHcmqgB/ViycjHB4UHdNA0atLYCDmLnbItfoDfeAR7YuegwOChZvXGxAPA9f2Ax0el485C210LBuJJ7lmvFmdy8XcyFrHT2Je3g9r0bdL55QtX9UhLHDMRa/oswkpgKhkLzY46oWi3/IbTYXDTM5CvzpkRhIk5J1BKsFdZI1AKxyMwitHcx4uTugIunk/AGB3ji6eeKg7stnn6uBIT40au3O0ZnHYFhvmzeuZqT545w+kIyNyrzSU1PYuL0EYwYN4gpv49hyaq5bN65ml0HNnH0xD6OnzpIyulDnLlwnNMZyaSdO0pqehLHTx1kz6Et7Ny/kTWbljBj7gR27t9I3eMqHjXf5XHLfV69b6XrYyvtLx7S2nGfJy1VND+rpq3jPi2tNTQ8Lqf+4S1u3ynkWlEGFzNTOXn2EIdTdnIsbS8pZw9wMGU7KzcvYPz0RPoNCMTL31nY2gR6Eh0fyajxI5kycxJ/LJ3LqAmJ9B8cRUhkH5w97XHp5YBLLwfsXQX7AoODRjDGsVWgMshQ2yjQ26vRGpUYHDSWS2enQmenxMZRi62TDjsXA47uRhxcjRidbLBztiU4PIjJM6YwZ8Fcegf5I5IL5j5mQl33jVh3LKP7it3sgyHXSBErrHFwNRIY5o+zpwNGZwP2rjZ4+LqwbvNqVqxdhl+gjyWMy8HVHp1Rh62jkcDQPsQNGcCgxIH8sWw+e47uJb8sn+LKInJLs9l1ZDt/LJ/N4jULWLBqARt2rWfjjg3sS9rD4hULCYkIwd3bk8jYfngH+KI1Ct63vfw86dM3AK/evSyHq7OHEwZT8JHBXo+9i7BptHexY9qsqQwY3J9+/SMJDg8SHLeiw4gfMoCRoxOJGhBJaHQwe47s4krhFXJv5rJx70bcAtxw9nVhQEIcS9cvY//xgySnJ5ORc47c0hyyijI5kZHMqcupZJdkci77DKczT3M+9zwnL6Vx5Mwx1u3awE8KrRxHNwcM9npGjB1O7yA/rKQ9LUi0+c1JGDWMsZPGIJJbExDiz7RZU+nTNwCR3Jr/+e1/WxSTEqVY8Caw16M2aEyzlx5vf09cvRwwOKhQ6kUsWzOfO/W3aGi5S1PbPZra79LW9YD21494+LSG7IILFN7Ipqy6hHOXT7P74FZu37tBx+smbt8vZfjYgYgUvyLZICGZAAAgAElEQVTTiH4Qn/3TQ+H/VDAE74luWxa1BJFKEKKZqdkSpZjfRL9a0sK+k6mskChFKE3rSJlGjEInwcPHEQ8/J7z8XRk+djCxgyLQ2ytNmEtPlHoxNo4qfAM9iIrrS2T/YHoHe+LsaaRXb2f6D45kzKREpvw+jrmLZrBszQIWrZjDuKkjmDZ7Ams3L2fNpmUsWTWPZWsWMH/xTCZOGc6YCUMYMTqOUWPiGTNuEGPGDmb48P4MHtKP8KgAQsJ8iIwJpG8/f/qEehEY7kNYbB/6D4skamBf/II9sHVSC3kvGhFiRU+sZT0t7FLBx0KKXCM1GdAIdn4SpQipWoxIYWW5QWUaCQqdzPJ8uUaCRCVCprFGqrY2YU/WyDRWSFQ9TZ4m1ojkVljLemIl7YGVtCc9JT0QycVIVXK0tjoLUe2f+MU/H8vUMuQapWVrprXVIDFxbmRqCWKFNRKliF+s/kUvXw8WLV9EeHQoto6CS5zZwdwnwJsBgwcwcNhAZsyZzvK1y1i1cSXrd24gKe0QF3IzqKwr53L+JTbvXs/cpbNInDiCKXOnciI9hazcK5w+f4rFKxbiE+CN1laHjaPRFCWqMd0nKouBkEqvNB2yRgunyVzAbBwMJI5OMHmWCN4lkbERQuGICiV+UH8iY8MJiwnhcOpBcm/kUFiZz64j2/EK7oVvX18iB0UyYtJw1m5fw8VrFyiqKKSgLJ/MwiucOJ/CwdR9pGedIrPoEhnXLnA2+xzpV8+SnnWOrft38JOZoGUeIxzdHNDaaizsOXOXEdqvLyvWLsfDx52wqFDmLJjNxGkTGDZyKHbORsvNJVDFNRjsDZaRxGCvw7WXE/auBgwOSjS2ElasW8Ddh+U8br3Lo+ZqGlqqaH1VR9urhzQ036WgJJPS8nxu19wk48oZ9h7cJgCMXY3cvl9Kwuh4rGQ///8rGN3IW2Yth7kjUahNugytXMj10AsaA0FroEaukXejav9opqvUKU2ArxqlXoZSL0Gk6IFIIYjjZBoxOqMarY0ClU6KxkaBwUGDq5cjASG++PbphaO7EaOzgd7BPoydNJKjqYcoq75BQ3M9rz++4PPfH3jz6RUPGu+TW3SVvOvZJKUcZMK0MQSHBxAQ4o1fgAe9fFzw8nUlINCb6Jhw+kWFERoeSECQNz5+7rh7OuLoZhRc3D0d8PBzxc3HGXc/Vzz8XHD2MGJ01qM1qk20cTFKnQI7ZyMOrnamGEwNNqYPuvl1F8heavS2GjR6pWBuY4lplFlsAxU6KUq9FIVOikxjhVTdA4VOjFqvRKWTfxf8dTMlVusFAF2qkiGSi5BrhNdc8LH40Tfk+6VArlEiVUmRa+QmbobK9J4K/15jo0GskBAZG8nqDauJiIkwWTIIZkS9/DwZPiZRsHrYsIplq5cSPzSO4MggBo8eSsL4BOYum0Nm4RUq6yo4cymNxWsWM3j0EPrGhjJl1mQuZ1/iWlEuuw/sYsDg/hjsDTi6OWPv6mDZKJo7WbPa2NHNAaOTrUWT5eTuiGsvF+xd7IiJj8a3j48lvT12YAx9+4XQNyKYftHh9OsfQWhUMIdS9lJYlkdxRT4nMpIJiQ3CoZc9ngEeDB49iO0Ht3HtRi43qkspriwipySbjOzzJJ06TNqlk+TdyCWzKItzORmcvHSKlIxUdhzezU8RMeEWWq6NgwG/QF+CwgLpGxnyQ5unt9OxZuNqBg6Lx2Cvx6t3L2b/MYsrOZdZtX6lRbxlnrVkain2Lg70jQzBxdPZEjNgdNZi4yiMJLWPb/O0o54n7fd50n6X9tcP6Hj1kIYnNRSWZFJWWcide+VkZmeQdHQ31aaCUWUqGNbyX5Frxci1kh9s3f5putI93dwMhkpNGEb3EUahkQlydnNh0AmrYZ3RgM5ObzFbkWvklg+czqhDbdCgNqhNOhoFaoMClUGOUiftNnNLkcqtUaglaA0qFBoZIrmVRcMhVUlQGZQYHIQWdFBCPFt3bSbjynnyr1+jvLqMO7VVZOdnkXT8MJu2b+CPJfMYMDiWPn398Qnwws3TBaO9DTZGPQ5Odvj4euPt7YWTiwNGBwM2dlqUWhlSpchS4OUamckjRCwUSp38h9NbuOFkFjm4RCn5wd2s+wigNkUeKC2vtyDuUmgVgkTfnPWqk6LQSRApfsNK9jNiZQ+UGikanRy5WoK1zAprmZVF1CgzGesodEr0dgZUejVihcDmVGjN44jc1FV0X7EqUGiVqA1qZGoZEqXUVESEx79Y/YraoGXspHGsWr+awNAgtLZ6iyDQ7Jy/Yu1yVqxdTnRcFL59fIgZLOSU9o0NY8SkEWw/uJ2sokxSzx5nwco/mP7HDEZOHsX8ZfNJTT/B3kN7GDluBH0jQ3BwtcfB3REHNwdsHW2wcTBYIAFzl27uLhRaOTYOBlx7ueDu7YazhxORsRGWqMTg8CCiBvQjJDKYoNBAQkIDCY0MJrRfEIeP76W0soDS24Xk3cjmj1VzGTp2EKOmjmTT3k3klGRTfLuYgrJ88svyyLt5jfxbeZzPOcfxc8e5mHeRSwVXSLt8mpSMVJLPprD90C5+2n1gF97+XgSE+LN01RImz5jE+Cnj2LhtA3bORn6x+tmiEZm/eB4jx42wtIrDxyRSXl3GjYpShgwfbCF9qQ0qxAoxzh4uDE4chKevO45udrh6OWLjqMbgoGTVhkXUPa6iufMBrS8e8OxlPR1dD3je1UDDkzvkFV3iRlkeNffLycq5wNHj+6i+V0pHVyNVtTdIHCOMJFKtCJlOarHT/28dhrIb49MSO9DNEs98SeVCsLOQ5SnEPdq7OODg6ojB3gatrVAgDHY2uHt74O3vg4unK45uTtg722GwNwVR26jQmFO71DJkpo2MTCES/B40P87eYqVYMO7RSBErRehstTh7OOHp64FX71706RtASESw4GxmmnFtHW0sTuFyjQypXIJUIUOpVqJUq1ColKi1GiQyQQuj1ipNJ7Nwc8lMMnmFRm4qAmKLJqW7otNMsxdufuHUNtOxBZKUoG5VqeU/BCZrdSo0Bg1qg+Y71qARgEm5VoJcK4xwCq1g06fSypAprJEorC3fWyS3RqwSobRRIlFLkKnlqA0a5BqhEJj1J2bwU2nyDelO4jLzcwQBnwy1QYOHjydhUWHMmj+b/UkH2LF3J9NmTcfF0xWR3JreQX4kjBrG9NnTOHj0AItXLCI6LooV65azcedGRk8Zw/CJIxg6dhgDRw5iztK5HD15lMOph9m0ZzOzFs9m865NHD+VzPY92+gbGYKnrwfB4UFEDogkJDLEEslhdk4z+6qaFwpyjQydUYu9ix22jjbYORsJjw7Dt48PfoGC2MxM3IqMiSCiXygR/foS3T+MlFNJlFUVU3m3lJoHFRRX5FFQlkvujWzyyvIorCykoKKA/PJ88sryyC/PJ788n9ybuRxNP8rhU4c5nZnO4VNHSMk4QerFNFZuXc1P6RfOsHXXFpavWcbFrAvMmv87gaF9mDR9Ip6+HsjUUqxlVuiMQrTbqPEjLRU4Iiac3MIcHjc3sPvArh9yLtQGNe7eHgwZPhgndwecPR2xdzWgs5Nj66Riw7YV1DdWW7Yk7S/r6XhVz4vXj3ncdIeca+cpLsmmsqqUi1fSOXRkFxXVgglwTf0tRk0YgrXyV8QaKyQaERKV2BJ63J1/oVJ2Sysz6Uhk/ygYim4UcqlcuKFVGjl6k9TazsEGo70Bg60OrV6DWqtCb6PD08uD3gF+uLg54+LmjKu7M06u9ji6GLFzNGBj1KHVq1DrFGh0ajQ6FWqTq5Zc9Z03INfKkOsVaIwaQcWplVtmVnNL6ublip2z0XIDmyn45tdaqVOh0KiRq1UotRo0Wi0anQadXodcrUCilJpOW43lxldolcjUcpQ6lamF/55R8k8fCTMuIFV9v2QmRaxCrUCpVqBQyVGpFKjVSjQaFRqNCrVWuMyvsxkzUmq6XzKLp6pKIxciE8xqY43M4jAm0UiQqszjxvdxx4KjqEQodBKkamuspL8hUYpM3ZuAq4nkVvTy82T1hpUkHT9MaXkJTa2NtHQ087DpAXfra1i+ZhnOHk5M/X0KA4fFM3xMIidOp7D30B42bd/I0RNH2HFgB/OWzWPcjPEMnziCxAnDmTpvGmcvp1NccZ3MomzW79jAguUL2LR9I8vXLGPE2OEMShhIdFwUoyaOIn5YvAWrMBtl64xai+LbXDjM4Ku5YMQOjMG3jw8ePu70DvIjPDqMfgP6ERMXReyAKGLj+hEzIILTZ1Mou13EjfI8Ku6WUFV3kzuPyim+XUBBRR4FFdcorCyg5E4JxVXXyb2ZS355PoWVhZy8dJJth7ZxLucc+1L2sSNpB+lX09l2aBs/zf5jFtn5V8m6lsnGbRvoGxmC1lZjIYsodQrB1UhmhU+ANxOnTUBvp0OmluLo5sCy1UspKMnnwJH9Fum7SG6Ni6cLw8eMYN6iufgEeOHi6YSDmwGdnQIbRyWbd67m4ZMaHrfe40n7fZo77tHScY/OV4949LianGvnKSnJprKyhIuXznDg8HahYHQ+5O7DckZNGIKV4hfEaiskGvF/LRjdM1H/SQ3v3mH8ExgVErTk6PSCYYuQFq62ZHra2upxd3fF27sXLi5OOLs44OLqgKOTEXsHA7Z2OmyNOlPQjukG0inR6pSmzUw3Pwut3NJdKPXCzaKxUVto9vYudvj28cHT18NC4DG/N4J/hRq5RolcrTDN92qUWhVSpdSkaBXafIlS0k3K/33LILTy37uO7/kk4m5SeOkPXYZQRExdg3mkU8lQqmRC4phGgVqt+LfUNpWlmzPZ8GlMV7cuT6GWWcZCs6mQTCM8NssWJKaxSqmTI5L35FfR/2Al+wUr2S+Ilb+h0ItN+JE1cq0Ea3kPAkN7c+zkYcqqb7Bh6zpWrF1G4Y18Ol+30dLxlKdtTRxOPohfoA8RMeEYnYRNzYatG0k+eZT9SXtZuW4F/y9n7/nV5pl2ffs/eNd6nnvumUlcAPUCohpjerUB99hOnfQepzp2XBInsWM77h0b94Ix2PReBUISkkAIJED03tySyczcZa33y+/9cEmyIDjJvB/ORZGELk4493WUfey95cuP+WzXF+zct5uvvt/J9u92cPzCSU6cP0nmzYuYHS1U6qrZs38P3x/4jm/2fs0rb7zMrm938twLG4hNiSU5PYll0eGzogw3SCgC5J5akSpQ6WmrBoZpWL95HZFxy1keG0FyWhLrNq1l7aa1rNu4lo2b1/Pc5rVs3LyGouIcrO16TK31tHQ0YelowmzX0dhaS5OtEaNdT72lliabDouzBX27nobWBmqaaylrrOT01TNkFd3i6t3L7Dn8NRezM9l1YCcLNjy/nqu3rlCtreLdj97x3NncSBcYpkGqkvCnZ/6D4PAgvvp6O5FxywVxFtFCNGEaXn7jZTa/vMnD55CqJKzesIoLVzI5lXGSpNREAsP8CYsMRBOmIChcwYlzBxkc72JwopOhSQcjU3bGZzp58HiAgaF2tA0lmM1a2mxGysrzyLxyCpvDwPj9Pg9gLJL8GR/5QnwUS2bpcP5RwPgtZWqZXIRUIsjCyaS+yF3qTwqFBKVSgkopRROgJigwAH+1An9/BRqNkoAABf7+clQqCWqVDKVSglwmRi6TeGz8ZHIREi92op9ChJ/CD4m/FKm/FLF7xNzr7xCbFENk3HI0oQGELAt25bh+iOQ+rrqJDHmAApn/k8ErsUKEUiP3VODdkYnbztINPO7HhK6W2lW5Fzw8FBopykA5cn+pZ6R+rpDuLIVzqe8TDU6Pb6wIqdQXqctbRVhiZFJBlUwqfSLs6ylAu9MipUiwfFS61cjcqZIfPtLF+EgXEhCqImVVPDFJyxApFuIj/QsixUL85M8iVi5iod+fWOj3nxw5tZ+Hv0xhatPx0uubWOT3V158bRN1TRWM3x9i+vEkOfm3CQhRu/ZOQciyYCLjonjr/TfY/f1OXnnjJV564yUOnPyRnJJ7ZBflcOjMEY6cPcZHX3zEq++9xs28LIztJu4U3OH85Qy+/WEP23dvY/vubSSnJ6MOUaMJCyA0IsTVulV4eE9SlcRTy3DfNMKjlhIetZTg8CBWrl5BVHwky2MjSFyZwPrN61i7cQ1rNqxiw8a1rFmfzsbNayguzqWj04TZWo+xtR5zu47m9ka0LTU0Oww0Owzo2howd5kwd5kxdBhodhjRtwvrYvYlTl05yYWsDD7d/TEHTu/j7c9eZ8Gy6HDe//g9cgtyOHj0AMuiwwUv1PAggpYGelpMC32fRaqSsPu7Xaxev4pFvs8iUYg8+hF+cj+WiBcjD5DhI11CbFIsJ86eZPvXXxEVvxxNmJqlUUGERPgTulzN8bMHGJzoYmiyk4GxDkYm7UzOdPLTz8MMjdjR6co9gFFado/MS6ew2Y2Mz/TR1d/K2x++zCLJX/CRL8JH4cMSmc+/HWFI3HqR80QYUrdTmngJMqmvZ0ldYrRit+eqxG+WR6pcLkLhWnK5GLlMhEIuQaGQekyUZV7cD3dKskQq7KFcIyd0eQipq1fw7kfvsOvbnezZ9w0nz53g0PEf2b57G1s+/4iNLz5H+rpUVq5OYfWGdDY8v4H1mzewav0qj7jK+s3reOm1F3j+lc0uRuBaNr74HM+9sIH1m9exbtNaT24dFR9Jwop4z2tjEqNYFh1GSEQg/sEq5P7SWToj7nqE2HXIpd57KfF17Y2wh1KJ7xPAkLr5MWLXEgnAIfMT9tyrAC2S+3nc23yVLhc3dzdMKeLPi/4vianR3Cu+ja3LTF1TGdezM3n7w78Rk7SUlWtiefmN5/hix4ccP7OfmsZSZn4aRW+p5+U3NiIP8EOkWETq2kSOnz1EZ5+DitoyElcmIlGK0YQG4B+sxkeyhMCwABJS4khYGcfnOz4jpziX1u5WOvrtZBffYf/Jg+za/zX7Txzg7NVz1OhrsXZaqW6o5lrWNbLv3ebjz7cQHR+Jf7BbutJ/VkfEXRNyA4g3YETELEMTGuApeEYnRBGXHOv5O67esIp1z60mdVUK659LJ7/wNo5OM1ZbI+a2BqxdRow2LfXmKkwOA0a7nkarFnNnM80dRpradLR0WTA5TBjam2kwN3L+xjmOnj/Mpjc28sr7L7H6xVQWRMQsIyo+ki93bqWgNJ89+77xsM3crR63MtEiv4Vs/epz3vvgbU+uL5H54StegtilCOXOw6X+MtLWrSIhNZGQZcGERAQREiG4t4dEqAQBnTEHQ5OdDI8L0cXk/S5+/mWE0bFO9PpKzOZ6OjrMlJblk3nxFG3tBiYeuFKSj172RBhL/s0Iw13P8DYKcq9ZBkUu8PAcconPLKsAj5KWZLb/qncYLlOIBR0KhWiW56fEq1jpLfwTEKQmOiGKl19/ia+/383lG5coLCugsq6CO3nZnDh7nK07vuCFvz3P6g2rSF2z0jVPsI7VG9JJTksiNimamMQYktOSPCPPyWlJJKyIJzohioiYZULnykXbF4SaVZ5CakCIv0tZW+TRbXWnH57hPtdez3Jmm1VgfrInIonP7NRE/uuobna64upouQDDbSotUoiQqgRbgWd9/8Lzf1tLcVUO4/f7ePzPCR7+Msr042F6hjqo0hZR11SGo7eF0eleph4NMvlQWLauZg6f3Ms7W14ldLk/PtJniUmKYv3mtbz46ouELAtFqVG50oAANKH++EqXkL42lW/3f0N++V30rY2YOgzYhzoo05VxMfsSH2z/iC+/28pbn7zBiQvH6ehpx2g1Ymxp5lzmOV5/4zWiY5cToFESERVORMyyWfvt/h9w1zTc6Yk7EpT7y4hJjCYlPZnYpBiiE6JY89xqj1J4+oZ0ktMSSV+7grzCLBzdZto69LR0NGJzGjHZG2kwV2F2NGGwNlCjK6OpRYvJZqC5rYnmNiMNzQ1UNVRR01DFucunybp3gz0Hv+b5Nzax7pU1LEhcmeASit1MxqVzlNeU8dwLG1BqFB7SllsYR6IU8+En77P7u10eNFQFKgmNCBFQUi1DGajAP9QfP6UIeYASfxdrL3hZoItroCAgVMrxMwdwDtkYnXYyNtXF+EwXUw+czDzsYWDIhsFQRXNzLZ2dVmrqysm8fAZru4Gx6V66Blp579NXeVb0JyElkS0W7tB/NMLwOuxzDZG9Hcfmfj739d4A4QaVuYY77oPifr1bIl+ufOKj4X3XdtsMuPfXzQeIS44lZFmwRyLfe5zfvdy6Hu62pEeT9CmeLd7f8+6KeOuGuq/Du3LvHvATS5/UISTu9MP1u84FY4WrfjN3n54KGC6A8lP4IVFLWCxZjNRfOEB/euY/WLsxDUNLPQ//McrghJ2qhnwqtQX0jdr5x/8+4NE/J7j/9xEe/mOcB7+M8uDvozz8xxj3fx7h/t9H6OxvobTmHlu2vk104lJWrEpwEfJ8PMXhwDDB60UdpCImMYoLVzJoMjdi7bJg67bQ1mPB3GlEa6lF21LH1btX+GTXFmLTonntg9fo6GmnrauNkqoSPt/2Ba+/8SrxiTEkr0hgZXoKyWlJnmKmuy7orWruTiGDlgZ6CuDhUUtZFh3uiTBS16wkfV0aq9ank7oulcS0BNI3pJJbmEWH04KlXUeLXYeloxFTmxatoQJdcxVGixajpR5TSyOtNiPtDgvWdjMGUyM6Qz0l5flkXDrFpRsZVGpL2f7tl7z7+VssWLU+nZWrV7By9Qq27viCu4W5fLbtUxb6Puvps/tKfQT1LRc19WzmGeJT4ohJjCYqPpLElQkewpcHHf0F1XB1kEoAjHANIREBqIOlqIPFnDh3gJ6RdqYeDTA+3cXotIP7j3qZmummf6gNfXMVjY0VtFoNVNaUcuHSaaztekamnHQNWHn/k9f5q9+f8JEvwtdV9Px3Igxvrc35og3vO6K3r+dcd3X38552EOb+DLfMnEIlFZSuXF0lz5SlXOAU+Mp8PCDg9rp1Swl6H/Bf6YC4/l5zRYLnPn8uO9LbPnGuIfIs31OZ7xPvU5kgn6dQSVAqhKVw+ZrO3Qe3B+rTHp8vwvCopst8hA6J3Je/Lv4zscnRVDeU8vCXcaYeD9Bsq+X7H7dxM/c8vSM2Rmd6mXw0wKN/jvHglxFhVunxgKt9P8j0z4OM3e/B0Wcmv+wWX+/7kg0vrkIZKHOR0URoQgNJSk1maWQYIrkff3vzZXTNjXQ422nrttDR24p9wIqtz0Kr00THgBVTp57Cmjw+2/kxK9YmU1Zbir2ngy93buXDTz/kw08+YO36VXz6+RZeevUFYpNiiIhZ5rnhuvfd3V71BozAMA1BSwM9iltu8pbbzW795nWs3bSGlWtXsHpTOrcLb2LtMWOy62hx6DG1aTG3adE3V9HUVIXBUENbmx6bzUi7rZmWlibMJh1NTfUYDA006eu5l5fFxStnaTDWsu/It2z99jMWpK1NY9NLm1i/eT0rV6/gjXdf58djB4mIWebptQu0YIGeuuXzj7hblMu7W95h08ub2PTSRtZtWkt0QpQnrH1S4RVCqcDQAIKWBrA0KoigcBWBS+WcvPAjzuE2xh/0MHa/k/EZATCmH/YwOGKj2VyDrqkSS6uOqtoSLl09S2u7jqGJTjr7W3n3o9d4xvc/PIDh+wdTEpHE5W0xx9R4bpThfeC9UxhPu9YLDDwFuzkRyVzAELuIYnMBY9ahnZOquO/2c0lScynR3h0Xd+dC7FUL8I4g3AffO6IQK0RIFAIbU+7SdhUrn7RV53Njk7iAQKWWoVJJhSKvSuopXnp7i7gBw63P6b13szxkvTolbqsFX6mPx5/FR7KIdz58nf6RTiztjYxMd6FvrSC7IJPhKQdTj/uYeNjHyHQX0z/3M/W4j+mf+pj6qc/z9fj9bqYe9TL5sIehiQ4Ky7NYt3klIsUSV7FXSnB4CGlr04iKj/QAht6ko6PbRrOtCVN7I2a7DpNDh6W7CaNdi7XXRP9EF0WV91j/4ho+2b6FY6cPE5MYxUuvvci2XVt5/e1X+fSzj9j0wnMsj40gLjnWM0Lvbqe6C57ueoYbMILDg1ixKoXYpBgPd2rdprU898IGNjy/nnWb1pK6fiVpm9LIKr5Fa58Fg6MRk70JU1sDLdYGTM11GHXVGHRV2FqbsNuaaWs1YDLW06CtpL6ukkZtDa0tRopL7rLvwDfcyrnKiYwj7D/+PQveev9t3vnwPdZuXOvp+x49dYRPtn7MEvFij1q1WwjnrQ/epLy2jL2H9vLOlnf44NP3+dubr5C6eoXQBtQo8Hc5ULlFSFRBSgLD/ImMX8qymGCCI9WcOH+Qzn4LQ5MOJh45mXrQycxPPdz/qZ/B0XaaLTUYmmuw2U3Uasu4cv0slrYGBsbtdPa18M6Hf+OZJf8huLfL/1gNw9NOdR1+t7myNwjMTUW80wk3yLgjBfdjT0tnpK478CwwkYtQKKUewWUPYLjrGLInQr3enAg358Lbf2SWebHXwZa4gMcTDc1JN+Yuj+CMQiykSyqpQNX2ijSeANJswHADgFwhRiEXeyKIpwHGfGmJZ8/mLte1y1RS/Fwt1EU+f+GlVzbQoK/gu4M7yCm8ytiDLgYmbIzMOHj0rxFmfh5k6qdeHv/XCNM/9zH1Uy+Tj3uYetzD9KMeph50M/XQyeSDbsbvd2K0VPLJF28jU/sgD3Af0iCWRS8jPDochUbOq2+9gsXWzMBYL802HdrmSqqbitGaK2h21NPao6djwMLog37sfa3s+G4ryasTWB4XhiZMRXJaIp9v/5Td3+3iy6++YNW6dCLjIoiKjyQqPpKw5aGeYqf7rLkV+d08DHWQiqTURGISoz1dEvfw2eoNq0hfn0bymmRWbFzJrdIsWvpbMHY2YbI3YWnX0WbTY7U00qyvRtdYib6pGoOhDoOxHr2hjkZdFU36OgzGBurrK8kvyObk6UMcPr6fbV9/zjf7d7Dg+0mQKCcAACAASURBVAN7efuDd1gaGY5ILuavi//CS6+9yKXrF1keGyEMVylFBIdpCA4L5J2P3qGqoYqMKxls3bWV7d9s592P32XtxjWEhQd7kZ0CCAwJdLWI5AQtDSAiNpTQyACCI1ScunCIvtF2gYPxyMnUwy4e/NzLzOMeBkc70BkraDJW0d5ppqq2mHOZxzC1NTAw7sDeY+btD1/hL4v/Dz7SxbM9Rn4LMFyH3Xt5nuflm+pdd/COKmYRwubUJ7yXN3h4F0w9gKGSolTLZgGG9yEUzVGP8q51zHfovVXA5QphuQ+tVOY3m/PxlMjEDRgyhdhzfR6mqlfHwr3EcpFH2duzF1KvNMzrcYnLgMgdYXj7tXgA1/X8X4GGzE8oNIuXoAiQ8cyiP/H2e69w5+5VlkVrSF4VyY2cDIYmOxm97+Txf48z8biPmV8GePxfI0w+7mH8QZcAGA8Frs/9n/q4/1MfkzNdDI3bcA6YuXPvEilpMYKbvIvmHxDqT0hkCCKlH6++/Tda7WZGpvtx9LfRbGugzlhGo6WC5vY6jLZa7P0mnMPtDEw4uXL7Ai+9sZG4lOUkpcWSti6Fdz98my+++oxtu75k7cY1LIsOJyYx2jPWrg5SeVqq7pTEHWFoQgNQahQkpSYSmxTjEQJet2mtUPRcv4pVG9I9gHGj6CaWXgvGTgPNdj0tHXqsbXqsrTqMzXXUN5ZTXlVARVUR2qZqjOZGmlt1WGwGdKZ6jpw4wP6Dezh8bB9HTh5g/7G97D6wgwUff/EJyWkpiBWC0re7wHno+EE+3/4pIrkvMYlRpKQmkrZmJR99/hFldWXcKcrhq+92sOO7nXz42Qc8/8pmYmKXe0hOmkA1gcEa1AFKlAFyNGFqQpcH4h8mZ1lcMBlXjtM70s7QpIOhqQ7GH3Yy/ZOT8fsOBkdtGC01GMzV2DpNlNcWcebCUZqtWgbGHXQ4Tbzz0av8dcn/9Xhq/B5guOng7qjCOxWZCwq/BRR/BDC8X++dlkhcbUOFSoo6QDGrgOkNGG6692wXtqdHCJ4DP+egzlcXcDMuvRmvfm4lda92s9yVnnhASjl7ubVH3D/fTcP3LgJ7RxLeX3tHJR7wcHeP5lyrWyncrVsilvnw6hsv8tqbLyGWL+Ivi/8P0Ylh5BRdp3/CQV55FuXaPIan7Iw96GTikZMHvwzw+B9DDI5ZqW24h1ZXwNiknYnpTsam7Ezed9I7aOXIiX0oNVLUQQokKjGapQFolvojUYtYvSGdJlMDw1P9dA910DlopbVLj9ZcQa2hlAZzJaaOBmzdJo9mSMaVE3x3YBcXrp7myKkDrNqwkpjESNLXpbJu01oi4yIJj1pKYJjGQ9L7LcBQBSpJTksiPiXOMy7gBoy0NamsXr+KhLR4ElYlcLPgBhanCX27Dn1bAy0dzRhNDZgtOkzWJqrqSyksv0d5bTFaYw0mmwFDWxPV+iqKqgvIuHaWb/btZNvXn/PtwW8orM6ntKGYBVFxMcj9FUiUUs+g0ULfhazbtIYLVzLY/PJG1jy3itdef4WPPv2AXd/upKS2lILqYr4++C279+/hk22f8PLrLxETF4naX47aX06ARoVGIxjSqDQK/IOVhEYGEhYdSHTyUk5fPIy910TviJXByXbGHjiYeNTJyIydgXEbprZ69OZqWu16qrQlZF4/g6mtgaHJLuy9Zj749E0Wif7sogW7/FJ/DzC8gGJW+/Q3iqJPe968Bbt5AGNuMVUs9UWhkgq08QD5/BGGV+3CnYLMmx7MBQ0XvX1WDcZrWlcqF7lavOInaYP3tXq1k2XyJy1ViVKMWDV7Sb0Bw/2eEt9fAcbc9dTHXJ0j7yjDnVb5ByjwD1B4CsYC5V4AkCWShaiDpZy9fIJybREffvEWe4/sxtatZ/JxH+MPnEw86OH+436GJ+w0t1TR0lbL/Ud9zDzoZWK6k+mHvUw96Ke908iGF9Ygkvkg85cg00iQa8T4KRcTmbCMvNJcBsZ7GBjrpme4A3uPBaNVS72hnHpDOYbWOmxdZpyDHQyOd9HVb6XNYWRkqgdHbytXsy7y3pa3WbtxNenrUolJjPZ0SLxrf95FT+9ZEv9gNStWpXja48lpSR4eRsqqZNLWpxK3Ipa4FdHcLriBtctEc3sT+pZ6zDYDVrsJk7WJspoi7hXfobiqgMqGMhotWpqsOqqaKrmSe4XM25mUakspqSvm+t1r7D22l9yKXEzdzSwQy+UsEft5xrjdVnpBSzWcv3yO42eP8s6Hb7J9x1b2HfyeQycOUVpfTkl9OQdOHeL7oz+w/duvePO9N4hPjCEkVENwSACBQWr8/VWo/YWURKmRERoZyNKYICKTQjl14UccfSb6x22MzHQwet/uWUNTHZhsWhpNVZjadFTWF3Pl1jmarVoBMHrMfPT524LzmXQxPhKf3wWM+dZvRRF/JML4rTU3RfGORtxh/++lJO6WqHuIau5z5ytCet/x3YDhJlTJ5SJUKilKpav4KBcLJCqZi33p4UkId/z5AEPk+iiZAxhuQpt3NPFHl0wu+jVgeIGewvU+an85Go0/UrkEsdQPuYuTIZL78sOR7+kd7aJGX4HWVM34A0GNfuy+k5mfB3nwk7Ae/jzEg0f9PPppiJn7vUzNOJmc6WFgpIORiR5OnT+GROWH1F+EPEiCPFCESL0YTbiakxeO0jPSydCEk4HRTroH2mjrNKK31FGvr6CxuRpLu57OPit9I3b6Rx30j9oZne5hYKyTVnszh0/8yAt/28yajatJSk30sKPd0YVbh2Nu0dMNGCtXryBxZQKxSTGkpCd7OiQpq5JZsSaFmKQo4lKiycm7gc1hosXWhLGlAVNbE+3dVhqMdVy5lcmt3GtU1JVQZ6hG19JApa6C7OLbXL5zmfO3znMj7zr51fmU6cr4/vj3ZNzKoLalmgUylZIlIj98xCKXwY2U4PAgYpOi2brjc+7k3ea7/d/w3b49HDr+I8czTlBcU0KFrpoTF09z4NQhvjv0Pe9ueZfE5DiWLw9jWUQIQUH+qNVKVGo5Cn8pykAZgUtVqIIlhMcGcf7KcfrH2hmZdjAyY2dkpoORmXZG79sZmXFgstXT2FyJ2aajtDqPc5eOoTPV0D9mx+rQ8+FnbwrTqtJFnrmD3wKM+YqTc6OB+UDjtx6br6Pi3WKdt33olTZ4D3bNWrInRU8flw2CWxntqYVL18/0hPgutTGZVBjxd39UKiQo5GIh8pD4er4vl4uRe79eIZ5d+HRHF+rZgDGLb+KKZuZGE+5C52+CxpyUxHvvxBKfJybMEoEl6h+gQumvcHVRfNn9/S6GpvrpH3cyMOVk/EEv4w+cTD3qZ+K+k+mHfdx/1M/9x/08eDzAgwd9DI+0MzJmZ3KmF3tXM/buFrSGGtZsTEOk9MU/VIUswA9ViBSZRsxnO7bQ1mWif7SL/lEHPUPt2HstmG2NNBir0RoEe8+2zmZ6hjroGWpncKKT/jE7zsF2HL1tnDx3nI0vbyR17UqSUhPRhAZ4CFpueri35egTwBCYoWlrU0lKTSQuOdYz3r524xqS0xIFwEiMIiEllpy8m7Q7zLRYdTS3NGJs1aFtriM7L4tzl05xr/gOtbpKapsqKaou4Prda1zKusj1e9e4WXCTexV3KagtJK+mgO0/fMWO/TsoN5SzQOGvxk8iGNqIFYJSc3jUUtLWpvLW+2+Sk59D5tWLHDxygANH9nM84wT5lYVU6Ko5e+08B08f5vvDe3n7/TeJjY8kLERDWIgGlVKGSqVAqRKKZ0qN4EAtD/AjKiGUK7fO0TfSzsC4jdH7DoanbQzPWF3AYcdoraWxuQqzrYmCshwOn9xLra4U56ANS3sT7338hktAZ5Gg5PQbXZK5h9r7H3Fu+vB7EYc7TXGH3vOBxe+SlNyA4UoB3XUBT0FRIbi3exsye8vnexcuPW5v3rUEd2ThRaaa25Xw5pbMd3jlSsmsCMPjCO9eKskswPBOf+aChPdePG2f5mu3eu+tUiVFpZYJw3uurotY5ofMxZB89e1XMLUbGJzqwTnawdTjAR79fZip+73cf9jHzMM+Hj0eZOaBABwzD3rpH7IyPGbj/uNBnP1Wispyqagt5dMvP/EwLqUqESHhAYgUS9j40loam6vpHbbTM9ROz7ANR5+FFrsOvaWWBmMVjc21mG167D2t9I86GJ7qZnCiE+egDXtPK2cvniZ9XRrhUeGERy0jODzIM3QmKG+JPWZSEqXIJc0X7PH48Wbtpq1dyeoN6aStXUlSaoLHsT4+JY7s/FvYulowt+kxtuow2wzkFmRz7PQRrtzKpKq+lHpjDYWVeZy/fo4DJ37g2IVjnL1+lqt3r5JXlUd+VR6Vugqu5F5h14FdZJdks8BPKkcslyNTKVAF+hOXHMuG59fz/sfv8dFnH3Et6zp38nI4dOxHfjj8A4fPHKGopoTiujLOXb/Aqctn2Xt4H+9//B5x8VEoFRLUSilSiR8qlULgHPjL0ISqCY8OISohjA0vpJGdd5XBiU76xtoYfeBg8nEXE48cjD6wMzBuxdxej85UhdmmI780h+NnD1CrK6V/1EGH08zbH77qcj5bgq/0SeFT5AUC7tkF70MyX+QwXwt1vmhibrvU/Q/vXvMByLwpi1dHQOSayPRe3t0Mb8PouYSruenI3EE6t1K6WwvkaVGW5zDLnnQ4ZAoxEpdtwyyAkvkJ4+iKeQ621G/e338uSMwFj7ng8KuCqOt7SpUUtb8MuVKCTC5GqpB46kABYWqOnjnI9M+jjMz0MDTZydC4nZFxO/cfCVHFxGQXo+MOxiY7mbrfw8BwGyPj7QyNtdPV20J+UTa5BXf48NMPXZIOcuT+Yvw1Uvxki4hLiaSspoDBcSdD424gEBTWja31NJlr0ZlqMbRosTqahXRkpofhqW4Gxhz0j3Zx+vxJl7eKisAwAQi86xZCJOnnGf5TB6kIWSYIAWtCAzxgkZSawIpVyaxcnUJSagLxKbGs3biGFatSSElPJuvuDVo6mmnvbqXZ2kR1QzkHjuzjx6P7ybp7nar6Mmp0FeQWZ3P28imOZhzh1KWTXL93neySbHLKciiuK6DeXIOhvYk7Jbc5euEwC3wlEuRqFSHhYaSkr+Cl1wTtwu/2f8uOb3Zw5sJZCkoLOZt5hh8O7+PEhZOU1peTX1XE0fMnyLh+gdMXTrNt55ekpCaiVErxV8mQy4WwUaGSotIoSEyNY83GNJLSYtj08hpu5lxkYLyTvtE2BqdsTP/sZPpnJ+MPHfSOWmh1NNJkrqHVbqCk6h4Xrp6gwVjp8ZJ47+PXWSIRvFV9vVqr3oDhXYgTu/gX3kXMudGCdzfjtzoibsBQukbd5zIY56NGzwcaErkIP7mvQDqT+TwZ5fYSt/VuGc/nOi9ymRfPN6YvFi0RltjnV+S032NbCpaKIg8/xEMVl/p6tDz+iH7qXGASZAKkyOap88wFjF/XOsTI5BLkSilSuQSpQgjffSSCnmj6cytoMNUwMNFFdv5lzlw4wPVbp6mpz2N8qovJ6W4e/TTEw58GGZ2wMzzWgbPPTGePiTa7nsKSHHIKsti55yvCo8LwlS5GovJFoRYh9xcRulzDtdsXGZroYWSqh/5RO70jHXT2tWJ1GDG1NaK31NNkrsPU1kD3oJWRaSfDU076RzsZHHdyKuOEawpZhjooAKXmiX6oN2C4UxNhQC3EM+IelxzroYXHp8SSumYFyWmJJK6M9xgcrdu4htt3b1Cvr8bQ0oihpZEbd67wxY5PybyaQXFlPoXl97hbfIc7hVlcunWBM1dOc+HmeW4XZZFblsu9yruUaouoMVagtdRi6Ggi4+ZZFkiVCsKWh5OSvoJ3P3qXnd/uZP9hQZJs78G9HD5xmGtZgnPTyYwTnLp4mmp9DdWGWo5fOMH56xe4dOMSe/Z+Q/rqVPwDFAQH+6PylxMQFIBKo3RJ/8UQvyKKkAg1yWnRXLpxmsHJToYm7QxO2ph41MX0z07GHtjpHWnB2tlIk6WaVoeeKm0h126fR2uooNWhp73bxCdfvssi0Z9ZIn32D7VVf68LMjdcnw8wnnYn/K1w+mnLPYDmST1kPoJS1ByNyqcBhuf3dUcP8wGGeImwJPMDxtOu1xsw5lLJvfVPfxMw5gCHB2TVgqaIuwPi7uzMjUSeBhhypcwlyCNGJPXzuKA94/NngiMDyC3OonfUwVd7PkETKiIlNYJLV48zPtnFw0fulGSA8aluRsYddDqNdHTqabPraTRUUVFXys2ca+z4ZjuqIDm+skXIVb6oAqWog+V8s28n7d0Whia6hRrFWBcDY504BzuwdZlptjbSZK5Fb6mlw2licLKT4clueoft9A47OHfxFEFLNcj9ZS6jb/U8gPGEV+MfrPYUPdVBKg8HIzYphrjkWNLXpbJiVbLHdiAybjkbX3qOu4V30JnrMbbq0FsayLx+jgNH91FRW4bOVE9OQRaZ1zPIyrvBjdyrHD9/jFOXTgnWA9UFFNYWUlpfRLWhgrLGEsoaSyjRFrEgPHI5a55byytvvMzu73Zx5ORhDh0/yL4f97L/8A8cOv4jx04fJbcgh9v3bpNxJYMGSyNNVj2ZtzK5eOsS5y6d4+vvv2Fl2goUSgnBIQGo/RVogoUwShmoRKGRIlb6oAoSk5ASwblLR+kZbqNv1MbgpI2xBw7GHjgYmrLRO2qlxa6l0VSJpaOR2qYSbt29SK2+BEtHI21dRj7d9j4L/f4TX7ng3u5JSbyJWaLFiEVPQMEtmuMGgt/jY8yXkswFDO9/cu8D8rQD6T6MMoXYxZcQHOR959C+3Qd17sCYZ3BM6oOfZMlThYCeVqOZ7/fwfO4V/bi7JG7Qmp2SuAq2TwGMucStWSmJSorM3Q2RCz9LMs++eqcu3oAhlUuQyiXIFFL8JD6C8HCgAonSl5DlGi7ePMfIdC93Cq7x3AtprNuQRFb2BR4+Huann0e5/3CQmQeDjE1009ljxmbX0dFpwGpvok5XSpW2lOLKPDIunyY6KQKRfDFKfz/8g+WIFEv421svUN1QQvdAm0sAysnodK+rjWqjpUNPs7UevaWWFoeO3tF2Bie6XEVQOxdvZBC2PMijrO8WAfYGDHeh2T1L4p4o9g9Wk7AinpjEaBJWxJO4MoGU9GQSVwom1kmpiSyNDCNtbSo3sq9iaGnEbDNQr6/mZs5VbuVep8FQT3ltMeevnGH/0e85ffEEGVfPcu7yWa7lXievIp+imhLKteVUNZZR0VhCcb1gdtRk07Fg/eYNfPjph3y27RMOHPmBjEtnOH3+BGcyT3Hi7HHOZp7mbOZpsu7dolJbQW5xDrX6KoprCjl75TQ37lzj3MWzfLnzS+ISYxFLfAnQKFFrlASFCbP+ikA5/iEq5AFi5AF+JK2M5Nrtc0KeOelg9L6LfzFhZXCyjYEJGyZbHXX6EprbtFQ1FHI77zJVDYW0Oppo6zTw0edvsVj8F3ykC/GVeU1dSnxmEbREfk/o3+7H3LMkvn6L8PFdOIse/lst1KfdkT3t0t+qW8wBDG++gYeyLpvNxPSeRvWeMF0iXixI/4uFUXu3zMDc6/yj4OdZLuCZVcPwijD8ZL4ewHDzPn4rwpgLKG7AULjmTTyUddmvU5K5gCyTCwxZuUqIMKRKiYcCIPcXI1b6IFH58M2+r3D0tmCyNfDjsT1s+fR1rt88y8BQO1PTvczc7+fh42F6+lqp0RaiN1bS7jBgttbTaKikyVxHdUMp125f5IXXNqIKlCBX+RAQIsdX9iwrVsdxO+8Ktu5mhqe6Gb3fw9j9PoYnnQLvotMgTIbatJhsWpxDbQy5IozugQ4uXs8gKNwfkdzHFWUokaklKDXeep5P+DaKALlHl0MVqHSZHi33RBgJK+I9Un0JK+KJiFlG4soELl2/gM5UT0tHM4aWRur11TQY6mg0askrySHz2jkOnTzAsbNHOJ15ipu5NyiqLKS0tpSy2nIqtRXU6Coory+hsCqfotpCLmZfZMGub3fx47EDHDp+kONnj3D+ymmu3DrP5ZvnOXfpFJnXzpF5LYPs/FvoLFq0zdU0mKo5f+00u/du48LVs5y7dJqde74ibdUK/DVKgkM1BAQKVolStRT/UDWhkcEEhCpRB0tJXxtPTsFVRmd6GJnuYnjawdBUOyMzdmEuYLwDfUsNdfoymtvqqG4sIK/0JnX6EroGWukZsrHli7cFIyOp4K3qJ/MRVMOlfp4Cn7tb8LSDMx8xa768er7IwzuS8Z5J+T2wmMtilCnEiKW+Hsalr0sk2NfFvvQMkblTATdL07W81c9nvde/ES097Tq9Z1A8nRJX7eX3AGO+5QYMuVIyeyjO+z2lvgILViHGx3chIrEPvn6LhcKySoqvxA9ficC9eMbnLyz0+wuLxX/lWZ8/EZ0QxpWbAl+nUltAVX0BhcW3qNMW0W7XY21rwNFppH/Qhk5fTmn5HSyt9di7mtEZK9AZK2m16zG2NpBXks2Xuz8lPDoIkfRZVIFiJOolhESoOJFxgIbmctqdRsbuCwXWgXEHziEb9l4z1k49lo5GmtvqsfeaGRzvon+0k84+G9ezLxK8zJ8lkoXIXEDnJ1+Cf4gSkdwXub/UM5XsI1nsxfQUdDPikmOIT4ljeawwh5KUmkhSaiLJaYmeOZPYpGgyr2WgM9XTbG3CbDPQ0tFMk6mBitpSLt04z4lzR/jx5H5OZZ7g0s2LZOffpqiqiNKaUoqriiipLqFeX0tDcz2ZNzN5Y8ubJK5NYsGFq+e4cPUsl2+e58qtDLLzrpFfms2t3Mucv3KSC1dPk3n9LLnFWeitWprbGjC01nHu8lG+3L2FU+cPczLjGDv37GDtulUEh2oIWRpEgMuXRKwSExDmT9AyDQGhCoLCVWzYvJL80iyGp50MTXYxNOlgeMrBxKMeJh72MDhhx2TT0mSpxtyupaohn4LyWzQ0l9Iz3MbAmIPPtn/AItGf8ZMtQaxwydDLvcBCLsjpyWVPpk3/CNdivgPlDRJzAcMtqOPrt+j3AcPdGXGlEe72pUTm9ysmqnfkMHcgy5P7S57UbLyBQiL1fcLa/DcAw30ndwOYmxTlPfoukQtqYbP0MP5dwHBpa/hIhSljQVnd16PlqdIoEEl9Wey3EF/JEk9U4yf1RRGgYGlkGMlpiazblM5Lr2/k9XdfYNvXH5NbeJ2u/lYajJXkFl2nSptPZc09YfJZX87NW+e4l3cVnb6ciqpcausLcXSZsHc1ozdVY7U3YbY1ojVUUllfxI07mbz69gv4B0oQKxYiUS1ixeoYzlw6RHndXZosFQxNCczkzn4LXQMtdA+20jXQ4mm3tnc30z/qYHC8m76RLrLzrhO6XIOffDGaMCU+0meR+fvhp3CbOy3x+Niog+QEh2sIWx6CKlBBQIiQkqSkJxMRs8zD9hQEdWJd4kmCsM6VWxfRWxowuDgYxlYdumYtFXVlHDt7mF3ff8XX+3Zw9MwhrmZd4fa9LO4W5XKv+B51TfXoLXpyC3LYe2gvm17dRGjsUgIiAlmQdfc6V7MukFNwncKybKobi6g3lJFflsW12xlcyTrHlVvnyC+/g9GmxdTegNlWz627F9jzw1aOnNzL8TMH2bVnO2mrV6AJ8kfjmlJVB/kj18gJCAtAE6ZGE6YkLFLDphfSKa68w8TDfkZnnILz2Uw3k4/6mHjYy+CEnVZHEyablrYuPTW6Au6VXqfRVE7fqI2+kXa27tzCYvFfPYAxix7tOkAKhcBk/HcA4/cIW7+1fu/uPTcFkXrVPmb9LLHPrIKlRPKEtu39+f+f9UcijNmAMSfCkAkphJ/Md5bi1h8FDM/ovELEEskSFksX46cQjKMkKjGLXenWXxb/GVWgktS1K3nz/TfZ++P3ZFzO4PKNSxSV5aMz1WO1G+ketNI92Iq918TAuB1Hn4Xr2ef54chuDh3/lm/3fsnxk3u5dfs8V66e5NqNsxSVZFFRdZcmQwXtdgOObjPdfa30D3fQYKzkalYGd/KvUlJ1l0PH97FqbRJ+smeIiAvkxxN7yCm6Qm7xZfLLr2HuqGFwsp3e0TZ6hltxDrXgHLLiHLLS1mWgxd6Evcci1Dsme6luKHV5zp7hTOZRPt32ASmr4khZFcfmV9bz4msbiV8RRfr6FYRHhyBR+rm8jUPQhPoTnxLnKW66R9yTUpM9CmvRCVHEp8Ry487V2WBhqsdg0VFUUcDufTt4//N32fHtlxw4uo9jp49y6PiP7Pp2J7u+3cWN2zcpqShh264vCV0egixQztK4ZSxPjmbB9eyLXM06T2H5HWp0JTRZqmluq6NSW0Bu0XXu5F/lZs5FCiruYGyrx2CtxdLRQHndXU5l/MCRE99z9MQP7NqzjZWrU1AHqQkIVqMIUKAMVKMKUqEKVhIQpiZ4mT9LowLZ9GI6RRV3mHw0wOiMk/EHPYzOdDPxsJepx/0MjNtdOWA9tm49tfoC7pZcodFUztCkg57hNrbt/gQf6TP4ShfP4ibMGql2sRq9AeD3Zkh+b6L1aSnM3Lv8vIAh9fUQtsQSQbZO7sX98EQHYh9kEj9BO1T0xHl+7hLPE/F4vvZafxQwPOxVmR9+Yh/8pIIs3tyUxB1hiOb8vLmAIZPPE2GovbQ2lCKWSBfzrN8zLBQtZLFkMYpABRFxEaSuS2X7N9u5fOsSpzNPcevuLe4U3OHEuWMUlN5Fa6jmVu5lLt88Q1ntXVrtOsztWposNRSWZ3Pk1D72HtxJ5uUTZGVnknvvKqWld6iuyUerK8PQXE2zuZY2mw6nCywcPRaqG4q5cSeTvNLblNcWcCP7Iu+8/woBIRK2bH2LdqeBRnMZeWXXuHn3DPdKr9A1aGJkxsHgRAc9w1acQ610D7bQ6mjCaK3HbGuks89Kz5AdS7ue9m4LbZ3NaA0VFFfmcu12BiczDrP7+23s/HYrb7z3Mn9760Veen0zoRGBKCX5bwAAIABJREFUBISoCY0IRqmRk7gynvR1gk5HZNxyElYkkLAikaj4KNzqeQkr4rhx5yp6SwNNZi0Nxlp0pjpMbXqy7t5g6+7P2PLlB7yz5Q1efuMFXnnjJTY8v95VNA0nOS2Fdz96jzXPrUYVpEKzLJCYlXECYFy+mcG94tvU6yvRW+owtelotevRW2qp0hZRVJlLbuENiipyaLJUU28ow9LRgNFax/Xs8xw9tY9Dx/ex45ttrFy9EqVG6bLRk6EO8sc/2B91sBJ1sJKQiABCIvxZt3klhRXZjEx3uwCjj7H7vUw9HmTm52EGJzrRmStoslTR1q2jpimP3OLL6MwVjN134hyy8tU3n+ErEzw5fzWAJfFBKveblZI87W47N93wTjHmdlH+yMHzJit5d0zcRUWBpv2ElyBXCIDmnhKdmwr5+i3Cz72eci3e6Yz7+p9WyPW+xrmfe/9OflIfwbJQ7ovIJZMncZkCieS+gn+qzEfwFXG91uM0JxH4LzKZl4iQ3AeZ0g+5WoRU7YdY5cMiyTMskj5DYLg/L766me8OfMPlm5lU1JXi6G1nbGaYDmcbVdpyKrXl5BRkcfrCUTKvneH8lVPs+WEHn23/gONnD2K0amm1G2gwVtFkriOvJJuzl45zrzALra4Co6UWvaEKk7kWe6eRDruB9o4m+gZs9A3YsDkMGFrqqDdUUG8sx2jVUttUyr3iW7z38WskpUVxr/gWD/85RueAGYO1kqrGu1zPOY22uZjBCTv9Y+0MjHcwOGH3RDuWjkZaHXocva109rXh6LXSajdS21RGjb4Mo7WRmzmX2XdoDyfOHeHjL97nq2+2cuDYPg6c2Eva+mRUQXICQpQoNTISVgiAEZ0QxfLYCOJT4ohPiScqPtKjxhWfEsuN7Gs0GrXU6iqp0pZQ11RBk7mWrLvX+OHwd2zd+SkvvraZuOQY4pKFVm3Q0mBkajnP+ixkeexyktOSWBq1lLCYpSyNW0ZceiILMi6fpKKuCLOtCUu74JTUatdjaKmjsbmKksq73Mm/RkVdAQ3GSrTGCvQtNZjbG6jSFnHu0nGOnf6R7V9vIyk12dVbVqIIUKAJEcgmgjCIlIBQBQGhcta/kEpJdS4j04IR8/iDXiYe9nL/70M8+GWEkelumttqMbRW09alo7oxn9t5mWiNpYxMd9EzJEQYSyTPeKwG3WnJrBaiW+Hb64B7FzvnanO6D+l80cUfWb915xaJBRKV+zBJ5rznLFOlPxDtPC068v74q7rGU4hSvwI8ueAeJlKKPMNmYvXcSVkBTKSKJy1id8Qkk4mQiH0Q+S12dTtEiKSLBAKUSvBU/c/F/w++yoW88vYL/HD0OzKvnaW4Mg+toZoqbSlFFXeprC+msr6EG3cus+u7bXz+1Ud8vXcbn3/1Ae9/8jpvvv8SW754h+vZmbTa9bR1NmNp12Fpb6LBWE1JVT55RVmUVd2l0VCBpVVLl9NCX7+Vrm4Tjk4jXU4LnU4L5rYG9C11mDt0tHU309ppQGusoKAsm9feeZ4NL6bTNWB1SfuZsPcZsPcZaDSXUqsvwNatp39M0HcZmRbqcv1jdroGWmjvbsbe00L3QButdiM6Uy0V9YVYOpoorc7n2NmDbP/6c4or8zl36RTXsy9zM+cqR04fZP3zq9CEqVAFyVAFKTwzJMtjIzyAkbAijrjkGI8VRcKKeC7fuIjJaqRKW0ZFXTE6Uy3N1gZyC29x+OQBvtj5CRtfXE90QiRxyTFExISjClSjCQ0kaGkwMYmxpKQnE78inuDIEKSBciJTYljw8db3yCm46QIMHW2dRiztOsy2RiztOooqc7h97zK1ulJ0zdUYWusw2bTozFXoLbUUludw4txhPt/+KXHJcR6VLXeEIYCFDGWgDP9QBepgKRtfWkVFfR4j010e0Bi773RpL/YzMN5Bo6kcrbGUFnsDtU1F5BZdpd5QwtBkJ70jHXz+1YeuGoZQmPOutnsOjXiJh7g19/B6RxFzAeWP1DLmO8xPizrckYLId5FLct9v1nu4FcA89Y3fEPj5rWhpPobqfNfiocLPAxhSmdC9kbrTELUEqVpIIWbT0UWI5WJkCgkyxZN5EJlC5BpuEyEWC+/j67eQhYv/jJ/kGQKCpSyPCyF9QyJ7DmynsqGYoqq73LhzkUs3znLx+hmOnPqBrTu38MWOj/hs+4e8/u6LvPDqer765jMuXj9Nfultbt+7woGjezh2Zj/VDcXYupoxtTVgaW9Eb3lC0a6sK6C0Mpem5iq6e1qYmOpjbMJJ/0AbTqcZu8NIp9NMZ69woAfGO+ketGG0aqnTl3Mr9xIvv76B9z95nY4eMxMP++gdsdHWpcPa1Uhblw6TrQZbdxN9o+2MTHczMN5B92ArPcM21+BZG519rXT1WzHbmqhpLENnqkFrqOBW7lWy866z79C3FJTd5U7+LXIKsiipzOdM5jHWP7+KwKVqApeqUWoE1fA1z60mKj7S00J1d0gSViQQkxhNdEIUu7/bSW1jFYaWRirqSqhuKENnquVq1nm2f72V1955heT0RMKWh7A8dhnLYyMIjQglMCyIpZHhxKfEExm3nOCIYAKWapAFKwmKCmVBZHwYu7/fTnltIc1WLS0dTYLxiU2HtdNAUeUd7hRcpa6pDENLHZb2RtqdzVRqC2gwVmC26TibeUKYJUmOdQl9CE7ZigClx2RWHawgaJk/QeEqXnh1HdWNRZ5ip2DG7GT6Z0GotXekjUptHmW1uRhaa6jTl1BYkUWTpZLhqS56hmx88uV7LJH8FT/5EleI7DurhjEfYHjXMdyAMZ+477+7fhcwpL74iBbj57dYiHrmFDm9X+vxfp0jH/jvXs9cwPDmZnjPznjo7N7RiMwPqfzJkJlUJUGiEAtdKJkfYpkIkVywRxRIVE8G0WRyEWqVDLVKjljkyxLfZwkN0/D6Wy9z4NAe7ty7it5cQ/eglcnHAzz+70mGp51MPBjg/s+jjN/vw95jQWeqprw2n3vFt8gpuEZOwTXq9eV09VvpG7bTN2LH3K6jrqmMtk4j/aMOnIM2eobaaeloQmuooqaxlKLyO5RV3aW908jYhJOZB4NMzQwwNuFkeMRB34CN7t5WnP1W+oY7GBh14OhtoclUTUFZNt8f3MnHn7/JqYwfKarMYWiyi6nHgzj6zJhsdRittZht9Vg6tNi6ja6Byg6cQ210D1rpG+2gZ8hG90AbfSN2Wu1GymoKMLbWU16bT25hFmU1BVzPvkxxVT7nr5wlt/A2RRV5HDvzI8npsaiCZCyNCkYTqiZhRRybX95EXHIsETHLSEpNIjlNaKumpCcTnxJHeNRSnnthPQeP/kB5XYmnjlFSVcCZzBN8/MUW0telERkXQXB4IOFRS1keG8HSyDCWRi4lLjmB1DVpxCbFoA5RIwuU46cWIw1SsEDm70t0Yji7vttKYfkdWjqaaLXraeloot1polKbz72SWzQYqzC2amnp0NHubKaiPp+C8tvozDXczLnCR599QFR8pEdmTAAKlUujUIEqUE7wsgDCIjW88uZGanTFgjzfw16mfxpg+qc+Hv1riOmf++kf66C2qYjyurvozJVUNRSSV5qF0VrHyLSTrv5WPt76Lj7SZ/CTL0ascGldyue0HiVCcdB9IN21gvnEdGalB3OA4Pfu6r8qerru0t7cAl+R8J6e6/ACqrkH3FO7cD3/j6RJ80Ukv5LB80p/3OQxdzrxa36IFLlCikQhRaIU/FGfPE+EYPgsRBhuLQsh/ZAQoFEgk4lYtPgZ0lelkJ17kwePJvjX/zzin/9zn3/+zwz/+n8f8vf/mXRFlYM8/tcE0z8NMf6gj+mfhnj4jzEe/mOUEVfr3d5rJrfwGt/v/4rsu5ex91gwt+swtWnpcJqF6dGhdvpG7FgdBk9BMTvvKpX1hTj7rYxMdDM83sXYZA8TU72MT/YwMt5N76CNrt4W7N0mbA49+pYaahqLyCu6wflLRymrykVnqiTr3iVqdMWMTDsZnemhe7BFkGEwVaI1ltPQXIHdaWJkvJPRKScj0076x+zYeyzYeywMTzpp6zSiNVRgbmvg8o0zfLt/J6XV+bQ6TDS1NHDxxnmKKvKo11dz7OQBklNjUAfJCQhVogiQEp8SJ9gtJsV4dD0FAlccKenJLr3PZSSlJrDxxQ188dXn5JXkYrYZyM67yZGTB9m64wvS1q4kPiWWiBhhOt1tqBQcHsTy2AiiE6IFh70gJeowfxShajTLg1mg0IhYIvkrIRH+bPniXYor79HSocfW1UxXv5V6fRmF5XdobK5Bb6mj2VqPtVNPdWMRGVeOcf1OJgVlOWz/eiuxiTHI1DKUGgX+wWoCQjRPhEECJASGq4mIDeZvb22iTl/G+AOhK+IWaZ35ez8Tj5z0jrZSbyihoj4PnbmKekMZxVU5mNsbGJl20tnfyidfvssSyTOIFAJgzO2SCIfIRxi+ch/uOXdwX69C4tMijN9KUeYWTT0H0xss3MNb4l+bHj2t4+KOgP6dGsp8reH5ippiic8stqnMi1Uo8Z56lUuQKWTIFHLkSoVr4MvV4ZH6IZEKEYZMKUYq90WhFCFX+CJX+CGRCh2gV197keracv7rf3/hv//3Z375rxl++scYk/d7mH7Yx0//GGX6cT/3fxnm8b/GePiPEaZ/GmDiUZ9LTd7J/b8PuSJRJ32jNsqqcqnXldI31E7fkI3O/hYMrbXU6Iqp1Baga6mh0VxFlbaInILr3My9hKGljqGxTobGOukbamdgxM7wWCejk07GpnoYHHXQ3deKpa0Bo6WGJlMVBnM11g4d/cNtTM70MDLVTXNbPUVVOVg79YxMOxl/2Ef3oBVrpx6tsVxgInfoGBp1MDhmZ2Kml9HpXpxD7XQ4/z/a3vI7yrtv9+5/8Ky197Pv+6pAbKLEXZDgFC+llEKBUhzaQoGWUqy4uxR3d4+720xGM5NxSzJxN6Cf58VMpoHSXtfeez0vfiuTkwk5WazzmK8cUoisspQCYQapuS/ILkzm4dMbnL1ykpSclxSK80jJS+bGw2skZr6gTFrE9l0biYoLxi/Em0Eh3vgEeDF05FAmTB1PXwDZiLHDiYuPYejIwYz6dBSxw2KIGhzJiLHxjB4/kpihUSxYNp+zl05z8uxxdu3fwZLvFvH5zM+Y/PlE4uJjCI8JIzAswBkTYo/KtHtyhMWGERUfTcSwKEZMGs0HgkGu+AYJGCj4kNDoANZvWcvTxPuUSvKQqkpJy3nJ08R7ZBemklucTqEwi3JFIak5z/j94iFOXzrCnUfX2bD1Z+LiY/AL8nVwMOyAYR96+uAb6EVoTCBxwyP4dukscoqTMdZUoLNKMdTYmZ5GmxRLvYJKUxkp2Y9JznpMXmkqaTnPeZZ0l1JJDsZqJRJlEctXfcsAj385K4y/uE552aP6+lyg+n/Cvhsv8C6r893B4N89oH83UHTeg6/ASe/uU3f2nxu8dxDp9Z/PUd4HGO8b5v5lrdxvveveXyfi6+5Uvnr7euHt443A0xNPL098fL0dLE0BXr4e+Dicz3383BF4fYyXzwA8PD/Cxe2/8PP3YNnybykqzuEPumjvqsNqU2Nr0NHcbqGhxYC5WoG52m5sU99icJ6WTistnRZqm3RYa1XUNuuoqqtEb5Gis0io1AkRy/MoKEkmvySZfGEqCen3Scx8SEF5OiWybDIKX3Lt7llOnj3Ioxe3kFWWUqkXUy4voFyWj1ovxmCRY6lWo7dWoDZIkCmLyStKoaAoBZE4F42uHINFhqlKjlovRG0QodSW8TzpLglpD9CapOitCnRmGTJVMQVlaSRnPCI18wnSikIMFgUGiwK1QUKlQYKxWoVEVUJWUTIZhUnkFKdQJsmjvKKEAnEOqYWpPEt/SkL2S3JKs0jLTWbugpn4BLgzKMQbv2C716id1TnKGcjc15rExcc4ck5iiB0WzdiJoxk8PJbQqGAi48JZvGIhew7uYsfebXyzaB6z5n3FrHlfMWLscMKiQwmJDCY8JoyAUH+nUtbTV0BwZDBR8dEERAcTOTyGD2LjowgI9cNrkAeefm7Exkfx3eql3Hl0jXJFCem5STx6cZesgjQKhTkUCrMpk+SRlvucy7d+5/TFw5y9fJLte39j+JihzuR3e+ivv0NlZ48ZGDIympGfDmHh8q/JKU5GZ5Whs0ow1crQWsvQV4sw1UpRGkpJznpEctZjcktSScp4wqMXtygV52KoUiKSF7Bs5Xw70/NvAKOPB+Dj/Xby2L/7FH637/+7n313BvDWwNTLDU8fD2cIsovnQDwdrM4/RWd/w7Z8j0T8P60w+qqT980/3gcYbp6uDHRYAHr4utsVs96ujpgCTzwEAjw8BHgKBHh59bUeArx83fH29cDbzw3/QHe8fT9B4PXfREb7suL7udx/eBWNTsob2mjvrsNqq6RCXUphaQoyZT51TVrMVXJMVhkNzQaaWk20tJtpaDHQ1Gaiuc1EfbOeuiYd1XWV1DZo0BnLUWpK0JvEqPVCKtTFGKxSpJWFJGc9JCnrIeWqfETKPDKLXnL70SXOXz1OQtpD5OoyZJWlZBUkkVucSoVaiM4sR2u0C8cUGiEloixKRFkolMUYTTLMVjlagwidqRy9RYLOVI5aL+R5wm3OXTxCTn4ilVoRBrMCjV6CXFlMXmEyKRmPyStKRqkRojPJMFgrUOnFKHXlFIgyySpKpkicTX5ZBvnCDEoVhWSWpJFeks7zzOdklmaSV57H5dsXGDdlJN4B7gRFDMI7wANvfwGjPh3xVgBSXHwcMUOjHGlocc6c3MmfT3QYDNuduoaPGcbMOTNYsWoZq35aybyFc5kx+ws+nTyOuPhYIuMiCI4Icgrg+nxGA8MDCI0LY1BEAH4RAXyw5+AuRoyNx83Lzl0fKPiEgDBfvvtxKU8THvIs6TG3H94gNTuJ4vI88kszyC22l4CXb/3OyfMH2X90Jzv3b2XC1HF4+LgRERtOQGgggWFBDmmuP+GxIYyZNJwpX3zKwuVfk5bznEpjOUabHGtDBfpqEUabGFOtBJWxlNScJyRlPiavJJ3U7Bc8enGLIlEWOosCkbzAadHn4TsQD18HX+A9kmsfb/vD6fFOS/B3D+z/LmD0f6/zfd7uTls9N283XLxcEAwSvD0veM899DlkvbvR+Xetybsbnr+QuPqtW909BjoBzc3LFRfPgc78UnfHetrN2w1Xd1c8PDzx9fHH19sPV1cXXFw/wcXtE9w8BuDi+iEDXf8XHw/4fwgKdWfjlu/IL3yJtaaCrh4bnd21WGtUlMvyyClI4GXyXYqEKeQWvSAj+xE6o4jOnhqaW800Npuob9LR0KSjtkFDda2KKpvdb9NolmKtrkCrF1KpLaWmrpK6Ri2Wmgpq6tUYaxSIlflI1IVoq6RI1IWUK/MRKwvJK0slu9C+2csuTCYjL4H80gzKFUXoLCo0JgXlikKKxTkUCTNRaUWYrBVU1yixVMmxVCswV0nRmUXozWIqVIVkZD3hxKk9HDy8lcLiDCzWSqqq1ZitSlTqUsSSPPIKkikoSUNRWYrBonC4xNmzTNLyXpJXlm4HDWEWBZJcUvITyS7PJlucS540n5SCZDbu2kDcqCi8AtzsG5JgLwR+7k55e8zQaMKiQxk8PI7oIZHEDLUDRvSQCKKHRPHDmu+Zv/gbx0jgz/S0EWOHM2veV0yaNtEZWWB/Xu2VhZuXK97+XgRHBDF4eBxhMWH4BPviG+5vrzBu3L3OnoO7GTtxrENm64W7tyth0SEsXPYth08c5Mbda6RmJ1IiLqCgLIvc4lQSMx5x+dbvHDuzj992/crPG1cz7cvP8PQTEBIZTERsBJFxUYRGheAf4kdQhD9jJo5g5txpLP5uLilZT1GbxBhtckdLUoa5Tkp1UwVGm5TsogRSc55SIs4ltziNJwl37DEDRikieT7LVs7/EzB83gMYXnbHLR/HA/jnw/KfA8Z/0pL8E2B4+gmcgOHu1y9gyPudSsjr7eP1DmfkP6ku+t/ruxXGX8CjH2C4errYTXv6vDj83O0MT4E7ngIvBO4CBB4CgoMCiI8fzMgxwxg5egijxsQybHg4Q4eHsGHzCnSGEqCZzldWWrvNNLUZsdVrsNqUaIwijFVSWjoMFBQn8DzhOjJlPm0d1bR1VNPQaKC+QUttnRprlQKjSYLeUI5WJ6RSXYJGW4bFKqehUUd9k/00thhobDNR06xDZ5Witogx16tQW8Voq2XYmg0YqiuoNIopFGaQkZeAUJaPSi9FXFGCxqRAJC/k1sPLZBYkYqxSYqvTYavToDeIMRjF2OoqMVklaI1CDJZy5Io8pLJcnj67ydat63j8+BZGYwVmsxKrVYXZokCrEyNTFCGW5qPUCJEqi5FVlpJZkMj9l9d5mnKXvPIMJJpSSmX55ImyScpPIL0sk8zyHDJE2dx5eYfla5cRMzwC/zBvh2jTB98gH0Z9OsJpAhw7LIZho+zJaXagiCQk0m7lt3PfDvYf2cfQkUP6zRTtArbQqBAGD49jyIjBzgAlDx/3t3w53L1diRkazbSZnzF49BB8Qv2YMmsaH/y84Sdu3L3O8dNH+WLWZ/gGCvDwHYi7zwB8Aj2Zt2g2N+5eITUribLyAsrE+RSJsnmR8oBLN37n5IXDbNj+M0tXLmb67On9jD6GER4T4XRFDo4MZNyUUXw173OWr1pAWu4L9FVyzLUVWBsqMNSIMddJqWqswGiTkV2UQFKmndySV5LB08S75JWkUmkUUybLdcYMePi44u7t4AX087fs21b0KVadhCmnTsPVwUZ8m3/Qf1Pwl1bjHwCj7/f1GcIIfD0QDBLg5uOGi7eLM8vD00+AwDE/cG4k3jHrfd/v/adha1/F0x8YnZJ+gQsCgRseAjen7F/g5Yagr8IQ2P1QPXzd8PB1c/pc9FVXH3/83wwZHMmp3w8hU5SgMygwmhUYTBLkFfmUilKx1sh5QwONrTrqmzW0dVloatXT1VMNNNDeZaG9y0xLu4m0zEe8TLqDUl2KrV5DY4uRxhYDNXWVGC1SNLoyVJoSlJVFyCrykchzkSnyUCgL0RnLHRWGhuq6SrsTeKMWc60Sg02BpVGNsa7CHmTUqMFar6a6UY/eWkGFVoxCU45KL0FrlpNTlMrew1vZf3Qbck0ptc1GquvU1Ddp0RrKUKmLMJklGM0SKjWlmKvkVKgKkSnyKSnL4P6DK9y9fwmJrBCjWYnBVIHBpKBSI0KhLEFeUYJYbidBFgozuf3oCtcfXCCvLB2hshCJuoQyWS5FklwyStPJKs8jXZhDcnEGl+5f4bufVjBi3FBCIgcxKMTTQdzyZswEO+di5LjhDBs1lFGfjiQuPpaowZFExIbjHzKIoPBA5i/+hsUrFjF+yqdEDY50GvEEhPoTFB7I4OFxTql8ZFyEM2w9JDLYOSMZPmYYX86dwahJo/ALH8ToqeP44LMZU1m97kcu3zjP0d8PMnrCMLsxjffHfOz2v5g4bRwXr58lIekJ2fnpFAlzyStOIzH9MZdv/s6xM/vZsnsDC5Z9y479O/jx51WER4cSGhVKQGggAaEB+AZ6ExDqx4hxQ5k6YzzfLp1FbkkqxpoKLHVKqptUGG0SDDViLPUKDDVS0vKekphhB4yUrBfcfniZ7KIkKnRCCkQZLPn+GwZ4/LdjfuGJh4/gbefwvo2Ao9Lw8nTDS+AADId1nafnXx/6vpAfwTsP6F/A4X2DScfx8HR1enW6+dq/9jlt9weMPmWtp6er03/07wDj3Xbo3eqnP8O1//v6GK99sn8Pz7eDmv907nJ1un+5ug/A3WMA3j5uhIb6cuHicVrbq/mDVqDdcZp4Qx1/0MCrP2rpflVNe5eZ5jY99U1qGprUdPaY6XldTc/ralo7TPS+qSO/MInTZw9SXJpOXYOO2noNdY1abPVqqmtVmKwytAYRGr2QCnURUkUesop8hOJMhOWZVGqFVNWoqKnTYGvQYmvQ2kWMtgrM9ZXUtOipadZR06R1bFl0mG2V5JdmcPP+ZVR6u9v36YtHWLh8NrcfXsZar8VQJUdnFmO2ydAaypDKs1GpC6lUl1BZWYLRIkWpLkYszaFMlEVJWQZJqQ8oLE7DZFFislaiUpdTqSlHoSwhvyiFjJwXpGY94+zlY/x+8TDJ2c8QVRQiqSyluDyb/LI0csrSSMh5QVJ+ComFaSQXZXDmxjlWrvuBsZNGEhLpj2+QgIAwXwaFeDFi7DBGjhvO0JGDneKzYaOGETss7q1A9NHjRzF24hhGjhvhoH3bwcI/ZBARseHOWceIsXZauU+ANx4+7gRHBDnIYKP4dPI4Bo8YjE+IL96hvvhHBfHBpGkT+GLWdH5Yu4JzV37n2OmDTPhsNO4+nzBQ8CHzl8zh0Il9bNn+K+evnqZIlE2pJIfnKfe5fPM0h3/fy297NrBizTKu3L5McmYyk6dNxNNPQGhUGCGRwfgF+eAf6ktsfARDRkYy65vPySxIwFqvxlSrwFQrw9qgoLqpAku9HLVZSHreMzLyX1AmzSM58ynX754juygJlaGcgrJ0lv5gb0kEvm4IfAV4+Hi8BRjvCq/eEm15uDjZle8CQZ/Jzls/+w+A8XeCLzdPV1y87OW+oF+Wh6evAE8f97fuz8Nh6vOfAEZ/fsU/3ct72y6fP+MN+hv0uAgGOj02Brh/go+fAIHnQPwGubNp82rqG/S8oZn2Tgsd3RY6us10vbLQ2WOmvctIR4+Jzl4z3a+tdL2yOq91v7bS0WOirdNAY4sWpbqQuw8ucO3G76i1Ins70mSgscVAU6uRtk4rTa1G5/d1jVqqbEpMVhkavQiNVojOIKXGpsFWr6O6Tkt1nQZLnRpznRqDTYmupgKNVeqoMFSoTeVkFyVx5dYZ9h/dQUNbFUWiLHYd2MzmHT+TX5qOtU6L1iRBY7AbAqt1JUjk2VRqilFryjCwxsQVAAAgAElEQVSapJgsUjR6IXJlISJxDjJFIaXCLMpE2Wh0YrR6GRWVIhTKUoTiHFKznvH05W2OnNzN7oNbePj8JkJFAWXyfEqleeSVppGa84ynqQ94mHKfhLxEkorSeJ6TyIHfD7J282qmzphIWEwQ/qGOtWqgp5PKHT0kkqEjhzi0JCMYMmIoYdGh+AR4ExQeyLQvP2PB0m/5bMZUYoZGv5WsFh4TxuDhcYTHhDnXs0HhgfgG+hARG05IZDD+IYMIjQohKCKIwKgg/CMD8Q7144P5i+cxY/YXTJ4+gbW/ruTu45v8fuEo02dNITY+it0Ht7PypxWERgcyf8nX3Hl0leLyLF6kPODyzdMcO3OATTt/YeW671mzYTVPEh6zeMUi3L3dnIDhH+KHf4gvkYNDGTV+KCt/WkpSxmOs9WoMNTJ0VeXUtlbS0KHFXCdFoSsku/AFWYUJCGV2osuN++fJLkqi0igmvzSNpT/Mx8XzYzz93s726PO5fK9Ssz9oeP49ddr9b2jZ/2570R8w3L3ccPO0p47bB4r9ohD73Z+TOPZ/ARjvzln+wvTsu/8+1yqHH0V/C8D+Xp3efu64uX/E1GljkMjygWbau8x0dpto7dTR0qmlvVtPzxsL7d162rp0dPYa6Xljofu1me7XZnreWOjoMdDWpaWxVU1do4qy8lRyC56jNQhpaDLQ3Gqho8tGR1cNnT320wcU9U066hrthr2WagXWGgX1jToam800NJmoqdNiqanEalNjqlFisqkwVCsw1qnQWKWIFNk8Tb7OvWeXeZJ4i1PnD3Hy3AFqGo28TH3Er7+t5viZ/ZRJ87DYKjFaK9CbpRitMlSaUiTyXDR6IUaTFGuVCnOVHJ1BTIWqFKm8AJW6DKmiEHlFEQpVKWJZIXmFaaTnvCAl4wmPnt1gw5Yf2bJzHZn5iWhMMuRaIVJ1KQWiTPJK00jJfsaT1PukFCaRI84htTSDm89vs+fEPn7bu5l5S+cwdFQsgeF++AV7ERDqx8hxwxkzYRSDh8cxctwIB3Ernrj4wYTHhDIo2D7g/GruTNZv/oXV635k2pefERkX4dx8hEaFEBEbTnhMGENHDiF+9DAneSssOhSvQZ5ExkXYOR1DohgxYSRRw2OIGhHLBxu3/sqaX1azYNk3zJz7OctXLebijbNcuHaG33Zt5NjpQ0yaNp5P3P9FSNQgvpo3jfNXj/Mk4Y4TtTdtX8eCZfOIGhzBouUL+XbJfPyC/PALGsSg4EF4DRLYiVuR/owYN5gf1y0jKfOxXXRWp8BcJ6eqUYG1QY6lXobeIiKv+CXpOU8oE2eRnv2cq7dOk5b3Apm6hLSc5yxY9jUD3P+Fh4/bXwDDzcv+aekhcHkLOPoEX+8r7d+3Gv1PW5J3waJ/6d8HFH2GM+8CRv9W4t/9jvfd9/vs+P7WIdwBGH0xfP2Pm8AFD283PP3c+fDj/8G48cN49vI27R1W/qCezh4zr7DS88ZEW4+Gjh4dXa8M9Lwx0/PGRGevnvZuLW1dGtq7tXT06Gjr0tDaqaGz10BHj4mmVi2tHWa6X9XS0m52VhVtnVV0dFfR2VNFS7uJlnYjLe1GmtsMNLbosNWrqG/S0NJuoq2jmqY2MzX1GicBrKpWhbVeRXWTGluzlvvPL/Pd2jlM+XI467d+z5PE2xw/c4Cb9y9irdNz/+lNNm3/mYvXT6HSiWhur8JSU4mpys4N0RpElMuyUalLMJrlGEwyNLpyVOoy5BVFlEtykVYUIpLmUSLKoliYSVFZBpk5L0lKe8SVG7+zZftP/LLxBx49v4nOokClt2eZSCpLyBdmkFWUTFZJCjmiDEqVxeRJcnmR84Lfb5zm2MVjbD2wlQXfz2fk+HgCQgfZq/QQP+JHD2XE2BHEDO1TqsYTMzSayLgIwqJDCAj1JyDUn5lzvmTj1g1s37ONnzf8xJxvvyZ+9DDn/31QeKBjWBpFeEyYg+w1nNHjR+EfMojgiGDGT5nApGlTGDd1PFHDY4iIj+aDfUd2ceDoPjZv38gPa75j6heTWLxiAVduXuR50lP2HNxFWHQI7t4DcfP+GM9BA5k2cyL7juzg2OkD7DrwGz/9+iMzZk/HL8iHsOhQFi5bQOywWPyCBjmGKR72QJiYIKKHhrJo+Ryyi5LQV8kx1crRV4sx1Umw1supblBQXS+nSJREZs5jxLIcsvNfcPXmKTJynyFTl5CS/Yxvl85moOAjBH72+YC779t2+B5ebwPGu9VG/wfqfcKzfzfg/Kfqwnn6PEY9+0DM5a0Q5P5g8e/anveRzN4HLH9HRvPuM9v1dbf/f/h74uHrjqvnQDz93HH3HMB/ffw/+HDg/yRuSAg3b5+lpd1Ma4eRzm4TXb0m2nu0dL3R0vXGQO8bM6+w0Nmrp+uVgY4eHZ29eidwtHaqae1U096tpfu1ie7XZjp6zLS0G2ho1tHQbKCl3Uxbp9UxFLXQ1VtNe5eFtk4zbZ1mWtqN1DWqsdWraGjW0tiio6lVT1ObAVuTmur6CmyNKuqa1dS3qGlq16HUFbBxxw9M+iKeqTNHsXbDMm49vMThk7t5mfqYmiYT1+5cYPveTdx9fI1yaQH1zWbqm01YbJWYrRVodOWUS3Ko1AgxWRVodGIqVCVUqEqQKQoRlmdTVJpOfnEqeYXJZOa8ICP3JcmZT7lw5Thbd/zM7v2beJp410lbV+rKkSiLyS/LIKcolccJt3maco9SRT4lykLypNkk5r3gxJXjnL15lo07f2Xu4jnEjx2Gf4gfAaGD8Pb3dCa+2zkY9jlERGy40yi4T5axaPlCDh0/yL7DezlwdD879m5nwdJviRka7cxB6ZtphEQGM2TEYCZMHc+8hXNZuGwBkz+fxBezpjP588kMHjWE6JFxDJ84ig8OnzrAweP72H9kD3sP72HJ94uZOmMKO/bt4MGze2zc9ivxY4YSEO7HQM+PGCD4F14B7kybOYnfdm1gz8GdfL9mBTPnfEn0kCgCQv1ZvnIZU6ZPdnAxAgiJDCIsJpiho2IYMzGepT98Q5EoE41Z4mxJTDYJ1Q1yqutlWGrEFAuTyCt8jkSRQ0FJEncenCM7/wUKbSlpuc9ZsPxrBnp+gpuPC26+brj5uL2Vdu7u5Xgw3/3073f+lnglcJz/W8Dw/BMw7OdtwPi7lufvWp+/Wwe/r0V6/xbHDR9/Ae7eLnj5e/DplNEs+X4hv/62ltU/ryB+dDQz507l1r1z1NRW0tiio63DQFOrGr25GJE0EUtdKR29Ot5QxSssdL829qs2TPS8MTkBpL1b66g6dDS3a2lp19HRbaazp4r2LqujqrDS0W2ls8dKV2+V82t7l5n6JjW1DSrqGiupa6zEVl9BY5uGumYVpupyaptUNLVraWhVU9ukor5FTak4lX1HN3Lg6BaOn9nDviNbefT8FgeP7iI54znWWj3nLp3gl00/cufBVVIzX1Bdq8dWr8dSXUm1TY3eKEWmKKRCVYreKENvlFGpEVGhKkFZWYrYUVnkF6eSnPGEF8n3eZp4lxNnD7DypyXs3LeRhNSHFJdno9AI0ZhkGKtVyNVlFAozSc58yrU757j39DoiRQFCZSFCVRGJuc+5+eQaR88fZt2Wtcxf+g1xw2PxCfDGL8jHaQI8ctwI5+AyLj7WydDsC3P2DxnEku8Wc+Dofg4dP8jx08c4fOIQm7Zt5Ov5sxk2aqhD42VvUaKHRPHp5HEO8tdg1vyyml37d7L0+yVM+GwC3sE+BMWG4h8dxAe/XznJ4dMHOXb+KCcvnmTLnq2s3rCGY+dOcOj3w3z17Ves3rCaWd/OxCvQA49Bbgzw/Ai/YG9mz/uKH9Z8x8JlC5i7YA5h0aEM9BjAouULWbFqBYOC7f+IiNgwBg+PYeSnQ5k5dxprf/2O/NI0+1q1zjH0rJVSVSehql6C0SqkRJhEQdELhJJ08ksSePD0InmFCSj1QjLyE1i4Yi4DvT5hgOATXLzt3pB/m93xnoe4DzDejQfoP+v4TwHjn8DivQDyN14c/78dLztYCLxdcfccyEDBR4yZGE9C2hPqWsw0d9VQXaehuDwda52Snj9q6eyx0tCspvuVldZ2LamZt9l/+CcuXt2DUJJAz2s7MNiPkZ43ZkclYaSz1+CoNgy0d+to6dDQ0KKiuV1H96tqel7b6Oq10tljobPH4nzd0W2ipV1Pa4eB5jYdNXVyqmwyauoU2OoV1DWpqGtRUtdSQU2DnPqWShpa1NQ1q2lo1dHSbiKvKJHL147zMukeN26fY+eejTx8cpttOzby9MUDGltquP/wBouXzWHDpjUcOb6PMlEelVoxGp0Ys7UCvVGKVi9GZ5BisigxmORI5YWUlGUikRWQV5BMYspDbt27wOkLhzlwfCc7929iw7Y17DuyjYS0R5SIc1BohI7AIwlSVQkSZTFl0jwy8xNJSHtEeu5LhPJ8RBUFlMrzeJ7+kGv3L/Dr1rVs27uJ5auWEB4Thk+A3VHcL8iXISMGM2zUUILCA51zhojYcGfQkV+QL0HhgSxesYjdB3Zx+MQhDp84xNFTRzh++hjrN//C5zOnETssxi4uC/J1ErpCo0Kcm5KJn03g2yXzmT7rc4KjgwkdEs6gKH8+uHjnHGdunObcrfOcvnaWo+dPcPraOW48vs22gzuJHhnHolVLOHXhFF99MxOfIG8Geg7AzcuVkMhgxk4cw8TPJjBi7HDCI0Pw9PVgxuwvWLl2Jf4hAXgN8sI/xI+oweGMnTSSRSvmsffwVrIKErHWq7HWK7HUK6hpUFDTKKe2SUGVTUq5LI2ikpcIy1PIL37Bw6cXKSpNQaUXkV2YzILlc3H1GYCrtwtuPvbhYp8V/j8F/7j3A5D+VvbvgsX/LWC8r7Xp3zb0F739uwf+Pw1I6u/29e71PsAQeLswwONfzFs0E61Fjrm2EpOtgvYeK609JjreWOnoNdPUqqGxVU33KwvlklS27vyBDVuWsn33Kq7dOozBUkJbl46uV/Z2o+uV2Tnw7Hplcl7v7DXS1mWgpUNHW6fBCRBdvRY6ekx09Bjp7DXR1Wu/3tymo7FFQ31TJVU2GdW1cuqbKqltUNLSobdXGC0qGts02BqVNLUZaO+sornVjMEk5/qNsxw6soPzF06yc9cmli1fwLbtm/jp51XcvHWFunor2TnJLFk2h+iYAMaMGcqhw7tIz3xOYXEapcJsxNI8JLICKjUiDCY5FSohxSUZZOW8JC3jKXfuX+LileOcuXSUU+cP8dvu9azZ8B3Hzx8gLfclFVoRRaIsZ3WhMclQaOwSd5G8AKEsn1JxDsWiLEoluYgU+eSUJPMy4xEHju1kzfrvOXH2MIuXzWeQo7LwCfDG00/g3Gr0DTejBkcSHmNPRutLeA+LDmXl2h+cLcnm7ZvYfWAXR08dYc0vqxk7cYyzMgmNCiF6SJRzOxIYFuD8fuS44QRHBjJm8hiGT4wnYngEH1x7dJULdy5w5cFVzt++xLmbF7nz/CHXHt5izZZ1RI6IZdiE4fzy2y8cP3uc2d/OJmJwJP4hAXj6eREQFkRoZKgzXMYnwJuv5s5k+crlBIQGOvolb6KHRjBx2li+WTyLXQc22dl1NQqMNpkTMOqaKrA1yKiyiRHL0igoek6ZKJnCkpc8e3mVorJUJKpC0nJfMnv+DD4RfIiHnzuuPi5/hhj7erw1y/gnwPB6BzD+4pn5fwgY/wQW7wOMv8QP/E3b8e8A459aGy8fd3wGeeDl64qb9yds3L6Wlq4abE1ahBWZVGjzsdRKae010P3GTM9rC6/+qMZsFXHpyn627lhJVu4jikoTuPPgNMnpt6hrVtLzpoqeN1a6X1vpfm1xvLbQ/dpKz5squl6Zae8x0t5lor3LRGuHgfYuE529Fjp7TXT0GOjsNdLZY6arx0pLu57mNh31TSqqbDLMVRKaWrXUNihpbNHQ0WumvlVNQ6uWmnqVPcHMKMNiVVNQlMGatSuYMnUcM76YypLF85n11XRGjx7O6FHD+OWXNUilJRiMSk6c2EtsbCB+g9yZ/fV0Dh3eyZ17l0hIuk9G1nNSMp6QlvWMrLwE8ovSyStM4dmL29y+c557Dy5z+/5Fbty7wJlLR9h3dCtnrx0jqyQZodyu8u5Tp6r0YtRG6VvAIVYWU1KeTXFZBiJZPgWlabxIvc/NBxfYums9u/dt4fDxPXz51TQEPm4EhQfjHxKAb6Avw0bFEz863knEihocaV9/hgc6ASM0KoTvV3/HvsN72brrN35Y8z0r1/7Ajz+vYsbsL5yAYBet2YHDL8jX4d41nPFTPnVsTsIJjwth0Q8L+H79dyxZs5gP7iXe5srDy9x5foe7z+9z5d51rj+4zanLZ1i+egUTpk/i088nMHbqOLbt3875GxdY+fMqRo4fhZe/N+5ebnj7eiLwcsfFbQChkcGs3/wL3/34HQGhgc4Q2bjh0Xz25SS+mD2FH9ctJ780Hb1VjsWmwFwjxWqTYKuXUV0rxlQtRChOIbfwCaXlyZSKkklOv4NQkoFEUUBmfiJfzZvOQK9PEAzywMNPgEc/o1o7ULjh5uWOm5cb7t7ub4GHu2NL4e0rwNdHYC/ZBa54OnJI+zYqTo6El9tfPrX/nSjsnyjdf6eWfV/cYX8Q+DtAeBdQ/nq/bvj6CvD0ccPDewBDRkbxPPUenX/U09ZjRW8V8TLlOk+TriDX5dHx2kLPH1W0dekpEydz+doBsvMe0dZloLZRSV7hM4rLEqlrVNH9ykrP62p7W9FroeuV1X7tTTW9f9TQ1WuhvctER4+J9m6jfZbRoaOjx0TXK7PzdPaa7XyOHjNdvVZa2g1Ya+SYrFL7LKXT3q5IFVlk5z/FaqugvslAQVEax47vY/2va9m3fyenzxxj/4Hd/PD9ChbMn8f8b75m1MihBAV7Ez8iksNHd5Ke9Zx9B7YwYlQUbh7/RXCIF6PHxDFz1iTmzZ/OwsVfsfLHhfz0y3LW/fodp84cIDntCbn5ySSnPuF54n0evbzNlTtnOXnhIFfvnaVAlI7SIEKiKkaqKrHHKJpkGKqUKHXlKHXlVBokjtT3csoVRRSJ7C53D5/f4M7jSxw9vZv1W1axa/8Wtu7ayIxZnxMYGkhYdDj+IYH4hwQwctwoho8ZTlB4oEOCEe4EjL5nLTgiiOUrl7Fj73Y2b9/Eqp9W8u2S+Xw2YypDRgwmanCkwywngtCoEHwCvImMi2DxikUsXrGI+NHDiIuPJSw6lNETRjHus7Es+P5bth3aygdPMx5xP+kO9xPuc+fZPa7ev8656xc5ePIwm3dt4fuffmDxd4v4asFs5q9YwNGzx7lx/wazv51tH5wE+uLl7Y7fIG/CI0KYM382py/8zvzF8wkMC3JMcAOIGRrJ1BkT+fyriaz8aQn5peloTBKq65RU2+RU18motkmcgFFankRe0VOE4hSE5alk5jxErMimorKYImEms7+1VxhuPm54DvLCy2FfbwcM936A4Y67t4fjmjuunq4M9BiAi/sneHr/GUXg4+3hlJb3PbT9H+b/BDDelav3B4f36Tv6jpe3+1vZrH0aEk8vt7fSv/6pRemfEObtYzc+dnMf4HztIRiAu+dAXL0+Yf7iWRhtKrpppP11DYaqcs5d2c/Kdd9w4NRmzHVSut5U0dZloK5JidZYTFuXgbZuA1W1UizVYprbtHR0m+joMdPzptoOEG9q6HW+tp/uV1Y6euxEr65XFtq6DLR3/0n26gOSjl470avndRU9r210dFdT16jDbJWj0QupqVNSLs1iy7ZVzF84jW07fuLEqb3s2r2Z2V/PIDIqlLDwIJavWMztO9d5+vgJF8+fY8OvPzF2XDxBoZ64uv+/hIQLGD95KHHDgvHw/pCBbv+T4FBPYuICmTRlBN+v/JbDR3fw8NFVsnMTyC9MIb8wmcLidPIL00hKe8Kz5Ac8TrzDvWfXSct7iVxbhr5KgdokcRr5yNVlVBrsNHSVXuysNLRmOYYqJZUGKWXSAjLyEniccIuHL66x98gWNmxdzabtP7P+t5+YOXcGodFhBIUHMyjYnvMzfMxIhowYQmBYAOExYc75RWBYgPNreEwYK1YtZ/eBXWzfs43V637ksxlTnduUPip5n/dFRGw4gWEBRMZFMG7SWD6bMZWpX0wlekgUsfExhMSGEjMqhunfTueDF1nPeJ75lEcpj7n59A43H9/m/M2LnLh4iiNnj3Hy0mlOnj/Jlj2/seD7RSxbvZx9R/cxb/E8u2x21FAmTRnPhEnjmDBpHBu2rOfEmeN8MWs60UNiGDpyCCGRwUQODmfy9E+ZNnMia3/9jpyiFCq0ZVTVKe1T8CYltjoZtjop1hoRImkqRWUvkSoyEUnTSM24S6k4FaWmhCJhFvMWzcLF+xPnSlXQj1Pg4SNwgkUfYHj4CBz0cXcnYLh7uv7Focvp9fmegeT7QOOfVqPvtjT9c0L7S9H7VwT9eRV2IPZ6azDbBy7vHl8/T2cead/xD/DB18+TgS4f4evniYe3C9FDw7l4/TQt3bV0vG7A1qLlZcYtftu9ig07vmPXkXWUSJJpbNfQ2qmn+7WV3j+q6ew126uFHiPt3Qa6XlnoeVNFZ6+ZnjdVvKKGN9TyGhuvqKHnTZWD+WlxskD73u8ECQdo9P35G2rpeV1De5eV5jYTdY06VOoycgsSeZF4h7sPLnH56gkOHt7K5t/WsG3HOvYd2MrxE/s5fuIge/ZuZ+u2Tezdt5P9+/awc/tvrP91Dcu/m8/MWRP54suxzJ0/heU/zGHVmoWsWbeUw0e3c/f+RVLTH1NcmoFGJ6bapqG2Xk91jRqzVYW8opiConTyC9MpKEkntziVnOIUSmV5aCxy9FUVKPUilHoRlUa7/0VfRdHXiugsCozVKvQOubtIbg9uTs+1m2rfeXyJX7f+yI79m9ixbzPrNq1l8ueT7K77IQH4Bvo5AMPOwfAPGURkXARRgyMJiQwmJDLY6ZoVGRfB6nU/sv/IPtZt/Jkvv57hBIig8ECn0jUiNtzpQt63cVm0fKFzzjFkxGBi42OIio8iakQkwycN44MnaY94kHSfOy/ucv3xLa4+uMHF25c5ffUsx86f4Oz189x8fJtjZ4+zYvUKps78jBlfz2DK9MmERAYzfEw8M7+ewZTPJjJx8qds2bGZXzatY8iIwQwZYSeZRMSEETssiilfjH8LMFR6EdV1KmobVNTUy7HV2wHDUiNCosigWJiAWJFOiSiJpNRbiGSZ6EwScgpTmD1/BgM8PsTNxxVXb1fcfd0coODpoIm/nVPaBxj9r3k55OYCT1fcPd5uE95N9frfnRv034J4eXs4H+hB/t74B/gwyN/7L9VDH0i8HUD8p8S+f3vUHxjerXj6fre3j8dbocYfDfgvxkwaSU5RGq9oo+11HRJ1Aacv7+XUpd3ce36OZ2lXkaozsdSJqWtW0NKhofu1md43Vl79UUXPHxbHgNPqBISuVxZ6/6im949qet5UOV/3B4zOXrPzdXu3kdZOPW1dhrdo5T2v7OvUxhY9NXVqDCYZMnkhRSUZdq5DzgvHUDKfwuI0ikpSqdSUYa1R0tBkoqW1BlutGbWmArlMhKpSgkIlRCzNp0JVgtYgwmiRYq2pwGSVYbDIqW3Q0dBkpKHJSE2tBrVWhExRhEJZgs4gRauXIZEXIyzPR6ooQq4qobQ8G1llKWabGlNNJVqzHJ1Fgd4iR2OUorNWYKiyu20Zq1UYqpSojVKnV2li+mNepDzkRcojUrOfk12UxPlrx9l5YBOHTuxmy871bNi63kFNCCAgNBC/IHsY88hxI4geEoV/yCBnhREWHeqke0fGRRARG86aX1bz65b1TP58khNU+tidMUOjGTNhNF/Mms63S+bzzaJ5ThevGbO/YMbsLwiLDmXqF1OYMmMyYXEhTPxyAuNnjOODxNxE7r68z6V7Vzh36yLnb13i3I0LnLp8muMXTnLy0u+cv3mRXYd2s/j7xUz+YjLDxw0ndliMs2fyC/JloPsnjB47gt37d7Fw+QKCI4KJHz2ckeNGEj0kksEjYpk+ewpfzvmM9Vt+JKcohUpDOdV1KqprFU7AqGuQU10nRVqRSbEo0Q4cokReptygTJyBubqCYmEmC5fO4V8D/xcunh/j7jMQVy8XXD1dHacvwNjFcd0FV4FdM+EiGIir50DcvFwQeLvi6W0Xfnl4uuAhGIiPrwc+fgI8vd1w9xiAq9tHuLl/gsDTBYHjPR6CgY4QoT+/9xD0tR19XpyueHm74eXthqeXK3bbOnf73+8rwMe3L7fEft3TyxU390/wEAy0i9G83fD26QsDsr+v7x76/r5/Ol7ebgg8XfDydsPPzxNXt0+Y881X3H1wHWutjs7XTTR3VyOsyCW75CVKYzG17WpqWhVYG6XUNiuwNcqoa1LQ2KqiuV3tpIC3dxsctG89bV16OntN9P5hdVLDe/+w0vuH1bk96Rtutnfb25G+rUl7t8EJPJ29ZseGREdtgxadSUq5LJ9SYTYicT4KlZBSUS5JKU/IyklApS7FUi2lulZOXaOKplYDtnp7ZdDaVktrWy31jWZq6w20tFpo76yitcNMXaMOW72aKpuS6rpKqmtVdlMebRkaXTkKVTFSRSFieQESRREyRSkqtRiNXopaL0atF6PUCFE6VqbGKiVGawVWmxpztQqjtcJp/ae3VqAxyZAoi8kqSOJJwh1u3b/E3cdXeZJwl4S0xyRnPuVZ0j3OXjnG2cvH2Ht4Gz+sXcrmHRuZOn2yw3wq2G6k7RCVxQyNdm5JImLDiYgNdxK67IzPUOZ8+zWfz5xGaFQI4TFhRMZFOJmd8aOHMX/xN6xdv4ZfNq1j2Q9LGTdprMPA289J5Fr2wxLGTRlLYGQA0+d9bgeM7LJc7r18yJnr5zhx6SSnLp/m9NWz/H7lDKcun+bqg+tcuXeDQ6cOsXbDGuYsnMPoiZraYI8AACAASURBVKMZMmIwoVH22HpXTxcGCgbyzcJ5HD15hInTJhAeE86wUfGM+nQkscNiGDF2GHMWfMXC5XPZsW8jJeIc1EYJVbVKqmsVVNVKqamTUt+ooKZeikiaSkHpCyQVGQglKSRn3EEkzUalLaOoNJP1m1bjH+KFb4A7PoEe+AR64hvog0+gN56DBHgOcsPL3368/T0Q+Lk5HMZdcfMagKvgY1w9PsJd8BECwQC8vAYi8ByAt48LPn6uePoMxMPzEzy9B+DpPRAvbxe8fVzx8nHBy8cFb1/7a28fV3x8XZ3fe3oNwMPzE9w8PsLV/UNc3T7E3eNjPASfIPAcgLvgY3wHuRMY5IWXj4vjPf/C1f1DXNz+5TwDXf4bN/eP8PJxQeA1AA/Bx7gLPsbV/UMGuPwXA13/235c/hsXt3/h5v4hbh4f4ebxEe4e9vcKvAbg5v4xrm4fMW/+V4jERXR2N9LWWUtrl42GdjMtXVW09Fp5RSMtvWZaXhmxtSqpbVZSUy9zntpG+xaruV1DR48dMFo7tU4Q6Vupdr82OQDDQs8b+4q1s9d++qqK1k49Ta0a2roc25FeC83tOqw1ctS6UiSKPHILk0hMfUhS6mPSsxN5nvSQl0mPEInzEMvyUWmKMVWJ0BoL0JkK0ZtLMFrKsVTLMVsrsFarsNXpqLapqbI5DHlqFHYxW5UMjV6IRidCrROiqCxEKM5CJM5BoihAUVmCVFGISJpPuawQhdruntV37LoTOaYqJZaaSgwWBRqDBINFgc4kQ6IopLQ8mzJJLkXCTDLzE3mefJ9HL26RmPHYftKfkJr9nIy8BB48u8H5qyc4df4Q6zb9yKZtv7D/yF4mfz6RQcG+hEQG4RfkQ2BYIGMmjCZ6SBS+gT4ERwQ5q4y+cOY+oxx7ipl9sBkzNJqI2HCGjRrKpGkT+WbRPH7dsp7te7axbfdWVqxazuTPJzFkxGD8gnyJGRrN+CmfsuS7RYyZOJrJMyYxddZkpn49mQ9Sc9O4cOMiG3ZsYs/RPRw9e4xDvx/m6NljnLhwkgs3LnH9/m0u3rjI4ZOH2LZ3G+u3rOfnDT/x5dcznJTSbxbNY/eBXWzevonwmDDCokOJjItixNjhDB0xmMHDY5izYCYrf1rK7oNbKCrPRm2UYK6RvwUYDY7VarkszT70lKYglKSSmnUfoSQLlbaMCrWIrNwkLl4+yelzR7hw5QTnLp/izIVTnL98mnNXTnHm4lHOXDzCqfMHOXn2AKfOHeTk2YMc+30/R07t4cixXRw4uJVDh7Zx/Phuzp45xKWLx7lw8RgXL5/g2vXT3Lh5lpu3znH56ikuXT7BpSsnOX/xGGfPH+Hi5RNcvnKSK1dPceXqKS5fPcXV66e5cvUU5y4c5cSpvRw6soP9B35j/8GtHDq8nSNHd3Lo8HZOntrHmXOHOXp8N3v3bWb7jl/4betPbPltLZu3rGHDplX8unEVP/28nB/XLOHH1YtZuWoh3/0wn+++n8+SZV+zeMls+1n6NYsWz2LBwpn2s+grFi2exddzpzFn3jSWLp/L6jVLEYpygS4aGk20tlXx6k0T1loVKr0QU10Fba9raOox0dxrorFTT22zvU00WkVU2aTUN1didXzt23D0vLHS3m2gtVNHR4/RWVHYV6tmZ8XR14a0dRlo67KTsto6TTS36mhoVmOpliJVZJFX+JynL65y98EFnr68RULKA7LyEikSZpNTnE5JeQ5qnQiTVYa1RoatUY7FJkRryqNSn4fGWEilrohKXQmV2lIqtWWodUI0eiEqTQkKVSEqTSmVWiHKymLkFUVoDWK0hnIqVMWotSIq1KXIVcVIlXanb4myCGllCUqtEJ1Z5qwgDGY5JmsFOqMURWUp5bI8ZMpipBVF5BenkprxhJSMJySmPyYx/TEp2c/JLEi0ByTlJ5CY8YSUrGdkFybzLOk+py8eYevuDazbtJpLN89x4Og+pkyfhE+AF4Fh/s7T51XRR7iKHhLljAnoI2P1zTOCI4Kc4cwxQ6OZ+sUUVq/7kV37d7Lv8F6279nG5u2bWLR8IZ/NmMqYCfZCIH50PGMnjmHmnC/5YvZ01m9bz5RZU5i3Yi4fXLx2mbXr1zJu4ljmLpzL0pVLWLB8AUu+X8xPG35m0/YtbNy2mS07trBt91a27d7KoeMHOXvpDL9uWc/CZQvYuW8H9x7f5dzls3w+cxrhMWGERIYQGhXG+CmfMmHKpwweHsPs+V/y88ZV7Ny/mdSc5yg0pRisEqw1MqpqpVTZxNTWy7A1yJAoMsgtfEKR8AXF5S9Jz3lAsTANuaqYvKJU0jKek5b5grLyXPQmOVq9FJVajN6owFSlQG8WozUKqdQXo9KVoDdJMFhk6EwSdCYxOqMYjVaIQV9OtUVBQ52GliYDNlslZrMMi0WOwSBGry9Ho+1TLVZgNEkxGMVYLHKqqiqorlZSU6PCZquksclAc7OR+gYtNTYV1qoKrFYFNTYV9Q1aGhr11NVpqK1TU1+vpcZWSVV1BWazDINRjNEowWKVY7HKMRjF6HQiTCYpRqMEtboUVWUJWq3dhUqpLKKiohBVZQlqdSkardDuFGWw/7t0ehEaTRlKVREaTRkWi5yamkqMRimVlaXoDXZvzLyiRO49vczL9PsojaW09lro/sNGXUsldY0qGprU1NQpsFRJMFeJqamroK5JSV2TkoaWShpb1dQ3q6hrUjrXpZ29f25Duhyvu3qs9L6uobXD6NCF6DFaxIgkWeQUPCc96yFPX1wjNeMhQnEWFeoyjNYKjNUqjNUqtBYZOqsMq02JuUaOqVpCVb0UU42QSkMeOksJNY0K1IZiistTKJdnoVQXotaV2r01KosQy3IQSXKoUJWiM0hQa4RIZPlI5YUUl6ZTUJRCQUkqJaJMhLJcxKpC5JpSFNoyFLoyVHoRKl05FeoyFMoSpPJCROJcSsoyyS9KpbA0k6LSDHIKkkjNfEpKxhOSM5+Smv2ctNyXpOcnkFOSSnp+Ahn5iWQVJJGe+5KHz2/bNVkbVnHh2hmu373Mml9+ZPyUcfgEeBEUEUBwRCD+IX6MmzSGISNi8Q30dm484uJjiRka7QQP+/P3Z95I34f6wmUL2Lx9k5Myvn3PNjb89iurflrJ3AVzmP7V54yf8ikTP7MXAPMXzePbpfP5Zuk3DBsfz4+bVvPBlq2bGT/xU/z8fYiKDSd2WDSRceFExIYRPzqeEeNGMXSUPb9x/JRPmfz5JD6fOY2v589m7oI5bN+zjYTUl2TkpvPrlvUMCvZzlEkRBIQGOogg4xj5aTyz53/Jxm0/s2P/JhLTH6PQlGGulmGtkWKqKsdcJaTaJsZqEyNRZJBf/IwySRIlkkQych8ilGRSLssjMeUh9x5c5cGj62TlvKRCVYpGJ0ahLKGisgi1rphKXQGVunzU+gI0+iLU/x9rb9kn1cGu+eZDzDlzZs/eeSK4u7u7JZAQIHgIFkgICRYkuLtb427dWNPu3dXl7i7tbiWr/ufFqi4geZ49e+acF9evltdqqHWtW6/bIcHmlOJwy3F4FLg8CjweJV63Eo9Ljtshw+2UYbdJMBpy0WoykUmTkRS9prDgJQp5ClpNFjptJkZDLkZjLnpdNkZDLmZzPmZTPkZDLnpdVny7uJ4trhvzMBpy0KgzUChSUMhTUCpS0KjT0Wmz0KgzUCnT0OuyMehz0Gmz0GmzMJsLsFmLMOhzMBpysVoK0Ouy0Wmz0GoyY98l7rOYC7BaCmL3koPZlI/VUohBn4O0OJnCgtcU5r8i9d0D3r69T3rmM9Iyn3H64n6+njeR75bO4Pr902jMeVQ3OKmosYrxpXID1XUOKqqtlJQbKa0UCaO0Uk9FjYnKWhMVNSZqGmw0tLjEeESD2NZe1+iktsFBbYOLplhHamWNA5tTgUqTS0bWS7LzXmGyFuH0qAiUmqmu9VBW5cRXIWpd+Cot+KqteCqMBKoteCsMeMsN+CqNOPwq7D4lnjJReElvL8TkkuD0KbA4i7G6ZDg9SvSmIqTyTHGuqjqXoqI00tJecOv2BW7ePs+jJwmkpT+nSJaO2lSI3laMySnH6JKhsxejsRShNBSgNBSgMUrQ6AqRK3IolmYgkaaTV5BKdt47MrNfk5nzmoycV6RlJYlkkfNKRN5rUnNfkZL7kqzCd7FhTU9JuHuRfUd2sf/obp6+fMjOvdtZvmop46eMpVufLvQe1J2uvTvSvU8XJs+YyJCRg2jfpS1denaOV35+OFtkwND+zJg9nUXLF7JgyXwWLV/Iul9/YtuurRw4up8TZ49z5uJpTp47wZGTh/lz/y7W/foTc+bNZuCwAXy3cC6r1q1k8Q9L2LFvB1NnT6XbwB4sXL2YT76dO5cePbrRuWtHunbvRLeenejYpS0durajfdf2tO/Sgc49u9KlVxc6dmtP5x6d4mKhc7//lqS3iWhNGg6fOMSA4QNo36VdrH+kL9379GDgsIGMGDuM8VPGsGDpXPYf3cWh43+SnPkCg1WGr9SAx6/G5VPgDSjwlyrxl6k+yJKkoTKkk57zFI0hD7tLg0ZXhEpTiEYnQauX4PYZqKp2UVpmwefXUlqup6LaQGWNjuo6AzX1JiqqDJRXGqisNlFda6auzkJNtZHqSgM1VUbqKo3UVBmprTZRU2WkuspAVaWeynIdFWVaqip0VJbrKA2oqCjTUh3bV11poLbaSF2NmZpqE9VV4vVa0XqeuKynJKAk4JNTXqqmslxHbbWJxnobNdVGSgMqKst1VFUaqK4Uv7++1kJzo4O6GgsNddbYspnaahPVlQbqasT7LS/VUF6qobJcR1mJmtKAirISNX6vAr9Xgcclw+OU4bQVYzXnY7NKsNvl2J1K8grf8Nu21fQb1pmeg9ozedYI9h7cRHLqI+SqTJSabFxeDWWVFqpqHNQ1uqioEUu3q+qsNLZ4qG1wUFVrpbLGEi/vrqyxUNvgpL7JTXmVGbtLVNKyORXYHCqcbi0VVS5qar2UV9moqXdT3+intt5PZZ2b0hon/kor3koT9hINzlItgRorJbU23GUm3GUWSqpd+KscuMvNWL1aLF4VZo8cjTGbdxkPuX3/HNdunODCpSPsP7SVjRtXsn79MlavWsiCBbP4ffNa3iQ/RqsvwmJX4vYb8JQasfvVGBwS1JZ8VOY8VKYCVKYitGYJRosUvUGCWpWHQpGDTJ5DfmEamTlvSctIIjP7JbkFyeRLUsmNIbvwHZmFyaRkJ5FW8IZcaRoZuW9IfPuYq7fOczk2wOjk+aMsX7WMtb+sZvSEkXTp2ZE+g3rQvW9nevbrxqTpExg6SiSMTt070n9Iv7jL0bNfD3r178n4KeNYseYHtuzYzMYtv7Jlx2a27NjMpj9+Z8uOzWzf/Qe7D+zi6KnDXE64xPkr5zh0/CA/rl3Btwu+YcWaH9i45VcWLV/Mjz+t5PsfFjFj3izmrVjIJ4MGDKRL5850696Fjl3a06b953zZXlSPbtepLR27dKRT10506dE5VhzVLl5GeuTkYTLzMrhy4zKjJ4zm0zb/YMCwAfQZ2IvufbozYOggpn89g/FTxjFp+gQW/TCfUxeOcOrCIXIlqVg9GkqqzPhKdXhKVHhLlJSUqykt16AzZCNVJKM356Iz5ZCR8wSpIgVvwECg1ExFlYOyCju+gImyShvVdU4qqiwESnVUVpupbbBR22CmtsFMfUzwpTVK39jiornFSXOLi2CLi1DQRajFRbDJQVODjcZ6G00NdpobbbQ024mEvUQFP8EWJ/V1Zhob7ARb3ISDHsIhL5Gwh0jYiyD4EAQ/QsRHOOQhHPLEru8mKviJCgHCQTehoItI2Bs/h6ifSOwcQfAjCH6CITfBoJtoNABRP6GQm2CLEyHig2iAqOBDCPuIRgJEI36EiBch4kOI+IiEvYSCTsJhN8Ggk2CLi6gQACFAuNlLqNFFqMFNY62T2honFVVWTHYpN++fZfGKrxk2qicDB3dhzNiBTJo8grnfzeD3TT9x/MReHj6+TlrGC5TqnFhHq6iQVdfooabeRVWtjdoGJ3WN7lh7uhmbU05WbiI375zh8rWjPEu8QWZ2EmmZzymQvKNYnk5uwWukinR0pkJ0xiIMNilmtxJPmRF3qQGLR4mzREeg2kpZnRu7X49CX0CxOpdidT65xem8SX/BlVvn2LBlLd8umMb4qUMYMrIn4ycP5pvvJjN/4QwWfD+dNWsXsmXLWn7ftJrLV09gsSmoqHLhKzXjCRiwupXobBLkhhykumxk+mwUxjzUMcLQm0QLQ6XKQybPQVKcRZEkg8KiDPIKUikoSqNImoFUKVZy5kvTyZOmkydLJ1+WTrYsjVxZOhm5b3j26j63Hlzh7uMEEu5eZt3G1fy+bSNrfl5F7wE96dyzA/2G9KRbn05079OVCVPHM3TUUDp07UjXXl3jwczWlvdBwwcyfso4Js+YxNRZU5gwdTzjJo+NbxM9hK+YM28O3y38jrW/rOGX339m266t/LB6GeOnjGPc5DHM/u4rFv+wiDnzZzNr3leMmzlB1PTs0K4D3bp1o3OXznTq2pEvWsVeOn4Zk5Nry5dtv6BNh7Z06NqJtp3aMWr8SA4eO0DimxecvnCK8VPG0a5zW7r1Frveho0eSvc+3ek/ZCDfLZzPN/O/YdL0iSz6YQHHzx7iYsJJCuWZ2H1aPGV6/OX6eLdqaaWW0nIdRnMecmUaBlMeal0m+YVJKNRplFUaKas0U1Yhzqsor7KJCk01YrNUaaWR6jqbGI1vdlDX5BBJIuyiKeKmKewRG6CCHkIRHxHBTyTiIRx2Ew65aGkSiSLY7CQYtBMKOREED5GIl2DQRVOznWCLh3DIRyjkJRTyEhG8hCMewmEPoZCbUMgVu6aHYNBFMOgiHPYQjfgQwl6EiJdo1Ec06kdoPVfwESWAEEM46iUS2wYlhMMempsdBIMuolG/SBgRP4IQEEmFjxGNegkG7UQiLsKCl2DYTSTkIRr0IjS6CNc5aKl1EGzy0dzsJSiUUl5jRqnL5NWbu1y/cZrtOzeyeOl3zJw1ieEjBtKvfzeGDu/N8JF9mTZjLBs2/sjxk3u4c+8iqRnP0RkLCJQZqa4TNS/8pQZsTjlqXR45Ba/jpKA3FaLUZFNQnExK+mOSXt/mwePL3HlwgSsJxzl1fi8nzu/lzOWDXLpxnJsPLnDn0UVu3D3L1dunOH/tKHuPbGPNL0v45vvpTPt6PBOmjWLwyP706NuZ3gO7M2RUP4aO7ss3C6ayZftP7D+yhSsJx3iedJOs7BeoVFlYbMVYHQp8JSY8fgM2lxKdVYLKmI8qNuNEbshDbspDYchDachDZchHaxTrMRTqXGTybBSKPJTKfKTFOUhlYhq4WJ5NQXGaSBbFaeTL0ilQZFKszSNXnk52UQqp2S958eYBL9895ca9y/y27Wc2bFrH1l2bmTJjUszt6Ei/ob3p3kfsE5kwdTxDRg6lU/fO9OrfO1Z/IcYwBg4bwIixwxk9YRQjx42Id7YOHzOMEWOHM3LcCEZPGMWk6VOY9tV0psycwjfzZ/PdwrksWDKfidPG071PVwYNH8Ck6RP4dfMvzF86n8UrF7Pil5VM/HoKn3zxZVt69uxFl65d6NZT1P1r0/HLmNshlle379iOT7/8B526d2byjCnsP7KPJ4mPOXjsAJOmT+Tzdp/RrnNbevbr/sFcRnE2Sb/B/Rk9YTSjJ45i4Q/z2X90FyfPH+RdViJGhwKrR4GvTIe/vDV9p6O00oDZmo9ClYrWkI1Km4FCnYbJWkBZpZGKKjOBMgNVtbYPFJkscbNYbHByfVRN2NpB2Rz2EowECAsBQoKXsOBBEDxEox6IeggHHQSbbYRDDiKCC/AgCG5CISfhsItIxC2Sy0dw/lNEIi4iYdf75ZCTcMhJJOwkHHEhCG6igptI1E0ED1F8MfiJ4EXAh4CXaNRDKOSkudlGsMWOIHggdt+CIJIPtMIL+IlGPYTDDsJhO8Gwk1DYSSToItrsgmY3NLmh2YvQ4qOpSWwKC0dLCEYCuLxKNPoC5Ips0jNfcufeZY4e283mrT8x//uZjBjVl/4Du9Ctx5e0bf9v9OrTjnETBjH/++ls3raa3fs2sm3HT/y+ZSWnz+0lI/sFdpeSqlonwUg59U0+yiqtVNY4qKxxxEWAfaVGnB41akM+OZK3vMt6xsuUBzx4do1bDy5w+/55zl45xJ7Dm9l14Hf2HtnGnwc38cfeX9m+ZyM79m5i+57fOXp6HycvHGLfse1cvnGSNyn3ycx7gVqXFUu9anA4ZNjsUjx+DQ6PEpO9GK2pELkuB5k2G2Vs1onSlI/CFHNJjPko9Xmo9QVojUXIVTlIpJlotEVotRJkshhhqPOQqXIokmVQpMxGqs5Fqs6lQJlFniyd9Pw3pOa8JDX7JS/fPeb2w2scPb2P3Qe3c+bSCVauW07nHh1p36UtXXt1ou/gnvQeIPaLTJg6nmGjh9G5R2d6D+jJ2EljmDR9Iv0Gvy/Kak2ltqZah41+P8tk8IhB8SzIhKmi1TF6wqhYm3xvevTtRtdenRkxdjibtv3OqvWrmPz1VKZ9O4O5y+bzSYcOHejZqyftOrSjU1exOKS1lVZ0QdrTpu0XtOvcljnzZ3Pm4mmev3rGgaP7GTZ6KP9o8yltO7WhfZd2dO3VhX6D+9N3UP8PqtO6MnDYAEaOG86yVYs4duYAB47t4tbDS0jVWdjdCjwlGrylagLlGiprxei72ZqPSp2G0ZKH0ZqHzSXm3cXgmpiOq29yUd/kipNFY4uX+iZXnCxaA3CtFYbNES/BiI+wIL7FgxEPoYiTaNQNiIgKTiJhB1HBRSRiJxyxEYk4EAQXkYgz/inCRURwIkQcf0MkbCcqOIl+sD8ixBCxExEcCFEnQtRJFBdR3Ai4EfDAB4hGPQiCi3DYQShkJxyyExVcEHUTFWKkE3V/cPz7ZfH6jtg9uoiGHAjNDqJNDqJNLoRmN0Kzi3CLh/oGOxEhQIQS6hsdWBzFWOwyDCYJEmkaWTmvSEl/yoPHVzh+aje/bVrFgoUzmfnVWEaP7U/3nl/Stv3/oG37/0G7Dv/G51/+X3z2xX+jd9/2TJ85mnU/L+Xi5aPIlVmUV1lpDpXSEi6jOVRCXaNbJI9aJ5U1DmobfdQ0+6hq9FDZ4Ka0xkag0kKg3Iy33IS/0oK71IC71IC/0kJJtY3SGgeBajuuEj3ecrM4tNsqweSQ4fQqcfoU+ErUBMq0lFebKKnQY3NIMFrzMVjz0RqzKVamUqhMQarNQGHMRWUuEGEqQG0uRGMujFsYGkMhSk0eUnkWCmUuam0BarUoDCyRZSDX5IrDnbX5SJQ55BWnkZorBj5Tcl6SmvOSpLcPufPoKheuneDMpWNcu32BP3b/zvCxg+nYvS2derSna++O9B3ck179xVGG076aEhfA6d6nG5NnTOKb+bMZOX44vQf0ZtjoEYwYO5JBwwczeIRYbT18zHD6DxlAn4F9GTR8cLwcfPKMScyYPZ1J0ycyctwIevXvQfc+Xfmyw+eMnjCKFWt+4Ku5s+g/fACDxw1j/oqFfNKpcye6duvCl+2+oF1nsT39i/afi/0WbT6lTccvGTJiEKvWreTC1fPcun+TrTu3MGr8yJgF8nl8pkGHru3o3qc73fv0oGO3TnToKop59B/Sj4FD+zJt1njWrF/Ghk2rOHF2H6lZz7C6ZLgDSrylWkoqtVTVmaius2J1FqHWZWKxF+LyySmt1FNaqaeqzkJNg+1981OLm9pGBw0t7livQqvOgmhNNEfE7smmoJvmkIeWsI9QxEco4iUYcRMKiw+VgINo1AE4Y+ThIiLYCYYshAU70djDJwgOIlEn4aj4KUQdRAUHUcH+NxCNbY+I60JURESwEY5Y4+vid7qI4ozBFScwcAEu8cGPEY9IRA7xfqIOorHz+fC8qDN2Xw6iUSdEXRB2EmmyEm20Em2wE2l0EG1xguAlEhKtJ0HwEqWE5qA3pnzlpbLGRkmZEW9Ag9OjwGAqIL8omRdJt7j74CKnzuzht00rWfbDXL6bP43pM0czdrw46Kh33w506vIP2nf8nwwe2p15C6ax98DvPH4m6pt4/FpawiU0h0qpbfSKE9DqxMHMgSoL1U0+apsDVNS5CZRbCFRaKa9zUt3kpabZS2Wjk6omF9VNbmqDXurDfmqDXsrrnASqrfgrjZTUmCitMhCo0OIrV+Ev1+AJKHH55Dh9cizOIrTGbNSGLNTmHJTGHOT6bBSGPDTWIrQ2SZwwNOZCtJYiNIYiVNp8VNp8JLIMimWZqDT5SGTp5BW9RSLPQKbKpkieSb40nZyid6TlvSaj8C1vMp+TmPyQx4m3uPPoCgl3L3L9zkWOnz3IxOmjadv5czp2b0vH7m3p0a8rfQeLb/6+g3ozY/Y0RowdJlaA9unKwKH9GDJyIKPGDWfkmOEMHT6YgUMH0HdwX/oM7EOv/r3o1b8nPfr2oHf/XgwYOoDhY4YydtKYuHXSOmpg4LD+9Ojbnb6DejNn3mymfz2DHn170mdoPwaMHsygsUP5pF2n9rTv1J42Hb6gbec2fNnhcz5r+x980f4zOnRtz6jxI9h7aDfJ6W+4evMSS1Ysplf/nvyjzae069yOtp3a0b5L+1jT1+e07dSW9l068EX7L/ms7T9o26kNHbu2pUv3dgwY3INJU0eybcfP3Ht0kdzCl9jcUjwlKnylGgKxisKKGhN2jxS1PhOTNR+3X0F5tTGe76+qs8RLi1sLhxpanDHCeN/Y1BwWNR3CQoDmoKh6HQz7CEX8hCJeQhEP4bATQWh98BzvH9zY+ocPZRQnAk4iMYRjn+CA6HtEo/aPlkU4iGIHHAhRkTAigi2+DZxEab2HVtJwfkAiTnE9RlCCYP8XhBFDK0kILvETN0RcCE1WhAYL0UYrNNqJNNkRgi6IvHdzRBfGEPRdHgAAIABJREFUS0jwE6EUgTKilBOlnLAQoKnFQ32Tl4pqG96ADr2pEIksldT0ZzxPvM3zxNtcv3Ga/Qe3sXnrT6xa8z1fz5nAmHED6dW7HV26f8qgoV2YNnME6zcs5vS5PbxNeYjZLqOixkF1o4e6YICSahv+Siul1U78FTY8JSZcAQOeMiOBKgtldQ4C1RY85fr4IO/qZicltWZKqm1UNrrwVxnxlGvxlqrxlCrxV6hxB+SYbPmY7AU4fXLsHikGax56Wz4GRyF6exEqkxiz0Fol6GwStJYidFYJBrsUnVWCUpuLWi9aG1JlFlJFNnJVDnJVFsWKNAqlqUgUmRSrcpEoc2IjRtPIKnzHy5SnPHx+i3tPEki4e5Ezl47xx+7fmTN/Jr0GdI2NFGhDx+5t6TWge9xV6NW/B9O+msqIscPo1qsLfQf0ZOCQvvTp34MhQ/szdPgghg4byNBYN2rvmLBO115d6DuoD0NHv49pDB4xKD6moGe/HgwbPZRv5s9h2ldTmTlnBt/Mn8Po8aPo3rcH/Yb1Z9CYIQybOJJP2nRsQ9vObenQtT1tOn7OP9r+O206fcbA4X1YtnIJF66eIyn5OXce3WTJjwvo2L0d//3f/28+ayvGNL5o34Y2HdvGhGs+o22ndrTpGBtC3OZT/u2z/4cv2/07vft2ZMr0UWzcvJrEl/dQ63Pi/2GBCh0l5VrKq42UVRkordRjdxejMWZitOVhdxdTVmWgpsEWy/ubqWmwUdckorbRQn2zg+awLz4PoxWhiJ+wEKAl6KEl6CEU9hGO+IlExWBnJCy6GdFo60Mpmvjv3RRXzGX4mCxaCSMc2976sL/Hx9sEHERi1oQQtcctjL+e93dr42MIOIlEHUSijth9vb+/OElERZeFqBdisRmiXoi4iDbbEZqs0GSDZgdCo51gvYVwkx0hFl8JhZw0xyo3WwSxyzQkBAiGfTTFrLqgUEKEckJCWWxWiZ/GlgAV1XbsLjVGixSjWYpMkcW71Cc8eHSV6zdOcfjodtZvWMKipbOYNXsMYyf0o3e/NgwY3InZcyew9+Am3qY9xuiQ4yoxUVrjpKTagbvEhDtgwuHXi8JLJfrYMG8NNq8Kq0eO1SvDVxkTZSo3UV7nwFOuw+6X4/QpcPhkOHxSnD4pdo8Ui7MIm0eKwyfH5CxCZc5Ga83D6CxGb5Ogs0rQ24rRWSVoLRI05kJ0VglqUwEqfR4aYz4aYwEqbZ7oomjz0JkL0BhzKVZmIlXnUijPJqcwncy8VFKzk3md8oLXqc9JfPuYa7cvsmv/NhYu+45hYwaJE9p7daBzz/a079qGTj3a0XewqOjdrXcXuvbqzKxvZjBhyhj69u/B4GH9GTpiAAMG9WHwkH70G9ibqdMnsWHjerbGqrHXb1zHTxvW8svmX9i4bSMbNm+IbVvDqnUrWb1+ZVzp/4fVy1m2cilzv/+WUeNHMnrCKEZNHEW/Yf0ZPG4Yy9b/yCdffTeLqV9PYcpXkxg3eSSTZ45l+ervOXn+MM9fPyI99x03719lzS/LGTKqP30H92LE2OGMmzyOgcMG06FrB9p2aku7zm3p3qdLrDNOnN7eoVs7evbtxPhJQ1m0dDb7D24mOfUxRrMEt0+Jvzym5VmmobzaSF2TI1456PTK0JtzMNnyMVrz8JWqxbLiGGlU1ZmpabDEGqPM1DfbaWgRrYtQNEA4Kv7AWy2LlmYPoRYfoaCPSNiPIPgIh8WMhhgHaI0XxFKd+MUAYlQMekYEF+GoiBAuQjgJ4SCEgzAOwlEnEVxxCLjjy+Gok3DUSUiwi8dFRasmGothCFEn0eiHLsX7eEQ06kaIuonwd7QGagXBLcZXIm6EiJtoxA0RL4S9EPEihN1Ewx4IeyDogpYYgm5ocRNpcoiEEXQSCTrFlKzgI4yfEP54u3pji4vGZhfNQQ/NYV9M78JPc8hHS9gf1+tsCZfS2OKjrtFDVa2TimobvhK9OArRIUOjz0OqSCczJ5GHT65w8sxuNm9bzdIVc/jmu4nMWzSD73+Yw4Ytq7h5/yJZBckYrHL8ZVZcASMWjxqLW43eJkNrKcJgl2J2KbH51Fg8CkxOGQa7DLNLicFRjMklxeZTYPfLMTkKMTuLsHtkWJwSDI5CDM4iDI4i9HYRBocEo1OKwS5ev9UVURnzketykGqyxAHQpgLUxny0xgLU+jykigyK1enI9dkUKTPJl2aQXZBGdkEm2fmZpOek8jb1FXcf3+Lg8X0sWr6AAUP70rbTl7HM5Bd06NqOjt3a06NvN3r07cbgEWLgslvvLvQd1JslP3zPV7OnMHBIb4YO68egwb3p168Hffp2p++AngwfNZhJU8cxZcZEJk2fwISp45g4cwKTZ01iwvTxjJsylglTxjF5hljROe0rMfU6esIops6awtzvv2XitAnxbGfvgb3oM7QPo6eNZdb3X/PJ6aunOXz2IEfPHeD4uQPcfHCZrLw3FCtzSMt5xd3H19i+93fmLpzBnPnT+enX1Rw+cYgzF8+y7tf1jBg7kl79xfba0RNG8vXcr/hm/mymfjWZSTPG8OOahew7vJWLVw7z8s1tjOYCfH4tLq8cb4kKX6maQLk2XjVYXW+lpsGGzSVBY8hEb8pBrcvE6pBQWmEgUK7DW6KKn1NSoRObohrNVDdYqK630Bh00djipqHJSX2jg4Z6B40NTpqb3DQ1uWlpdhNscYu1GM12gkFnLB3qje3zIEQC8XRrJOIhIngIRd2Eo+JnCDchXARxEYq6xH14/oYQbvH4qJtQ1EU46o4jGnvYW7MlrZZANOolgucjhPEQin13qzp3OOISA68Rtxh/CHuJhrwQ8orp0yY3kUYX4WY3oWY34RYxrUqLF4K+9wj5iTZ7EZpcBBvtNNZbaWp2iNJ5YQ8NITd1zQ4amhw0NDqob3RQ2ygqgYsVnVaxTLzWQm2jQxTMCYlK4K1Cv7UNTmobXDESscdT4m6fVhxBqM2hUJpCasZTHj67zqUbpzhyeje79m/mz4NbuHbrHFm5b9Gai3H4DDj9BmweHRaXBp1VitpYiNpYiNKQj1JfgMpQiNGuQG+TorEUYnQUY3RK0FjyUJtz0dkKPyCHYoyOYvS2YjTmQtSmfPQ2cV1lzBezI8ZclIYcpNpMpJoM1OY8lMZcFPpsNJZ8FPpsilSpMYgxi6yCFNJzUsjMyyC/OJ/UrFQuXL3A8lVLGTR8QFywt0ff7vGiqz4DetFvcN+YuyCmQgePGES33l3oP6QPi5bPY9rM8fTu15lOndvQsdMXdO3ans6d29K1Wzs6d2tHh05f0KHLl3zR4VP+48t/4/OO/+DLzp/xecdP+bTd/+Sztp/SpuMX/KPNf/Dpl//Op1/+B5+1/Qcdu3WgW++udOreie59utN7QE+GjRnCuGnjGDtjLMMmDeOTx28f8jz1Ce9yk0jOekFGwRvk6mxyipJ58OIGV2+d4fj5A+w+uJVjZ/Zz+8F1Et+8IPF1Eucun+fb+XMZMHQAE6dN4Jv5s1m/cR37Du9lz6Gd7Ni7mdPnD3Dr3jmeJV1HIkvG4ZLhcsux2AtweIrxBBSUVRnfBzXrrVQ12LA4i1AbMtCZclBpMzGY83B65Li8CjwBJd4SVRyBci1l1QYq6oxiO3a9heo6CzV1VmrrbdTX2amvs9NQZ6exzkFTo5PmJheNDXYaGmw0NTpobnIRbPHS1OimqdFDKBggFPQSbHETCfsQon5Cgvd9JyaeD+D7CKG/rAcR273DwscQIq3FXiKiEZ9YXyH4CAtewoJX/E7BK35n1EtL1EOz4KZZcNMSS+tGIh6EiJ9oxA9hP4RLiAb9hBtchOqdBBtcNDe4aGl0Ew36iQb9EIPQ5BGPqXMSbnQRaXIRanbRHBt32BhyUxtrR29s8dDS7KG+0REv/a6INakFyjUEyjWUVmoprzZQUWOkosZIZa2J6nqL6G5WGiitMOAvFaX3HG4VhtjQZb2pEKU2B52pEJU+D6kml0J5Jm/SnnLz/iUuXD3J2QtHOXflGLceXCYp+RFFiixMdhU2rx6DTYnWLENjkiLXFqIySNBZZOisUjTmIgz2YoxOGTprEWpzARpLAXp7MUaHDLNLhcmpQG8rjlsUepsEg72VQApEwjDmIDdkobbE3BZ7EWpzHjpbAXJ9FjJdJgp9Ngq9eO+F8hwKpHmkZqVz+fo1Nmz+jXmL5jNzzgwmTZ/IzDkzmbdoPnPmf8Pc779j/pL5zFv0Hd8tnMvUWVOYPGMSYyeNYdDwgXTr3ZXeA3uydMUCVqz8njnfTmXYiL6MHTeU6dPGM236eBYt+ZYVKxfy3YJZfP3tVCbPHMvE6WOYOXcKc5fMZu6S2Xy9YBYzZk9j8oyJTJw2nnGTx8SHIfXo251e/XvRd1BfOnbrSOceHZg8awKzv/+Kqd9O4auFs/gkMf05mcWpFGtyKZBnkF34lpyCN2TkvSLp3SNepz7lZepTHjy7yePEu7xKecard4m8eP2MhDvXWL5qKYNHDGT611NYuGw+W3Zu4uipQ1y8fpZ7jxN48fIeia/vkPjqFip1Bm6vArdXjscvp7LWSFmVDn+ZmrIqA1V1FqrrrVTWWbC5izE7CnF4pFjshdhcxbi8cjx+JSXlOkoqdKJcXImKQJk2/uOsqDFQWWOiqsZMTZ2V+nobDfUiWTTU2misf08YTY1OmhrE5ZYm0bJoanTT3OQlFAyIxVlBL5Gwn4jgJySIZBGKegjijkMkiPcPdIvwHsGolyBewvgIR98TQVgQC76iUV/MDfIihD2xqlEPoRiCrW3jgofmqIeWaOyasWtFBC9C1EckIlaSihWdpURDAUJNHsKNboKNbloaXQSb3ERDfqIhP0LQJ5JKs4emWhtNdTZaGpy0NDoJNXtobk1NNzvF2R+1ZmrqbdQ3OKhtsMctjPJqY5wwSiq0lFXqKK/SU15loKLaQEWNgbJqPb4SFR6/WAPh9mmwOcUScZO1GI0+D52xAJ2xAK2xgGJlJnnSVApkmeQWp/E67TlPXt7n9sNrXL5xmsMnd7N5x8/8eWALN+5dJDkjkUJ5FiqDBKNdhdWtw+rWYnKo0NvkGB1yzC4lFrcKg12G3locWxddG6tHg8WtwuSUY7CL7ozJKcfkVGB0yNFaxKCnxlKIypSP1lokko9NgsqYh9pUgEyXjUyXg1Kfj0SRQXZBMq/fPefU+ROs/3Ud8xbOY/pX0/lm3hxWrf2RtT+v4YeVy1m4dCELFi9g2Y9LWbH6h/jIjskzJjFh6nhGjB0e1+0cPKw/P61fwf4DOzhwaCcbNq7m141r2bzlFzb8uoYjx/Zw8vRBdu/bxoEjuzh0Yi9HTu3n7JUTXEg4w7lrpzh96ThHTx9i/5E97Ni7nd+2/sraX9awYMl8xk0eK2Y0hw1k8IjBjBo/nIkzxjFx1gRmzJvOyo0r+CS1IJkCZQ5FCrEyLa/oHamZiSSnP+NN6nPeZb0iOes1L9484k1aIqnZr3mbnsTr1OdcvH6atb/+yOSZY5kwfTTfL/uWjVvXs3nnRrbu/I07967yOvkJySlPSc98gUabg8ujwOmW4o4RRnm1nkC5mooaUWuh9UdothdgsORicxVhdhRgc0lw+WSUVGjjjU/iD1Ubc0uM8YBoVY2Z6loLtXVWGupsNDY4aGpw0NzooDlGFi3N7rj70Vq5GQ75CLZ43pNEKwR/3CoQycL1EURXQURQEGdztERcBAX3R/s+RDgGobUAK+JBCLuJhFwIYTEWEY64CbUOBxJcNAsuWqJugohTxyIfINxqqUT8RIVSIuEAoWYvwSYPwWYPwWY3oRYPQtiPEPYTCfniCLV4aGly0dzopKnBQUO9nZrYmIHKWjOllXrRiqvQU1FtpDLmOlbXWz/qWK2oMVFVY6G61kJVjZnyKgPl1aKr2WpZePziYGWDWYLBXITeVIjOWIDJWozRIkGmykKqzEKhyaVIkUVWUSpZRalkFqaQkvOKN2nPePj8JpdvnObYmX3sPriVnfs28eeBLRw4tpML107wJOkOGflvKFZno9DnozFL4sSgs0oxOhR4Si04fEZsHm18n82rw+bVxjpj9Vg9WkxOJWaXGpNThdmlwmhXoDYVobfKUOoLKFJmUqgQCS7p3UMS7pzj8PGdbN62nh/XLGHxsvksWPQdK1YuZdXqH1jz00rWrP2RpcsXsXjp9yxbsZgfVi5l6fJFzF84l2lfT2PspDHxqswho4bQe0BP+vTvybARg/hx5RL+3L2VkycPcuTIXrZs3cDOXVvZs2c7l6+c4fipgxw8sptzl05y+cZ5bj24zrNXj3j4/C53HiRw//Et7jy6wY17Vzh14QR7Du7mjz+38cvvP7NgyXxGTxjFsNFDGDxiIDPnzGDV+pXMWzaPr7+fxc9/rOOTTGkaOdIMMvKTSc99RWbBG9Kzk3ib9oy36S/ILEghqyiVt+mJpGS9IjX7NW/SXvA2PZFbD65y5NQ+Nm5dx/LVC1m6cgHLVn3PqvXLmPXNZPbs38azpDskpz5Foc5BZ8zD4ZLhdEuxOQvxliioqotZBbUiYVTX26iut+Lyiakvs10kC5tLgtMri/9I3X4F/jIN1fXiD7usyhDvmKxrctDQ7KS+wU59jDBCLR5CLZ44WfyVGIRIAKKlCJEAQiRAVCiJL/+VMN5bGH8njFBUfJjDeP8lWXxIGnHCEDxEIx4QvEQjHqKCGDcJx45twf2RG/RX4nnv6vgRoiJhBFu8H+D93ytEAkRC/o/+zlbCDAW9NDW5qK0XrQpR0t8iWn8NNuoa7CKa3scxWpdb0921jfb4/1MriVfWWCgpN+ENiCI2Hr8o7mu0SLA65NhdSkzWYlS6PJTaPBTaPIpVOeTJMilS5SJR55FTnE567mvSYhWSD57d4Ma9i1xKOMWJc6LbvGXnBn7b9hM79/3OoZO7OHp6Dxevn+TFmwfkSlIpUmQh1+ajNcvQmuUYbKKit9WtjSlombB79RhsivjwIaW+EJkmT6zWlGWSmv2S56/vc+32OY6c2sOfB7awa/9mfv59JYtXzGXpynms+20Vm3ZsZO/BXRw8vI9DR/azZ98udu3ezoZf17F4+UJWrPmBlT/9yNIflzB/8Ty++nYWU2ZOjhdVjZ8yjuFjhtFvcF969OrK0GEDWbpsAT+tW8HmzT+zZ+8fHDi4i6PH9nPg4G5OnjrEnv3b2bbjN3bt3caWnb9x5NQBHr24x5OkB9y+f53nLx/xOPE+t+4nkHDnGldvXuboqSPs3LuD9RvXMX/xPJasWMxPG9aw9pc1/PjTCr6aP4vvln3L9sPb+CRDkkpK/lvS89+SXZhMRt4bsgqSyStOI6colZyiNAoVYqVaZv5bUrKSSMl6Sa4kNV4L/+jFbe49uc7B47tY/9sqVqxZzMQpI1m1dgnPku6Qlfsarb4Ag6kAh1OKx6fA6xfjEGVV+vjDXtf0/ofoK1VjdRZhdRbFi2xcPjk1DSKhlFUZqK630hh0x7MndU2OeP1FS0hEMCRmRaCMqFBCsMUTJ4xwbF+cMGLHtBKFECshD/9TwnhPGn8lig/xvyKMcFQkhqjgISqIAc9WAvmQMP5KFqL10hpTaYV4vxEhQEQoISyUEBFKxPVoCZFoSezv+QsifiLREgRKESglEi0hGImJ+MbQqs8pjgJwi+nV5veiOK1KWq3Vta3Fcw0tLuoaxfb2qlon5VU2qmqdcZk8t08b19n0l5iwuzVYXSpsLjUmhwqdRYbSWIxMV0ihMociRRZKfSGFskxSspJIznjBy3ePuf80gXtPrnPn0VXOXTnGkVN72LV/M79tW8vGrT+xafvP7Ny3hYPHd3PszEHOXDrBjXtXeJJ0jxdvHpKU/ISX756QlPyYx4l3uf3wGheuneTIqX0cPP4new5tZ/veTWzdtZENm9eyav0ylq9eyMp1S1n/20o279jA7oPb2H90J4dP7uHMpeNcun6eazevcObCaU5fOMP+IwfYunMbGzb9wpqf1/Dr5o2s/eUnlq1cztIfl7FgyffM/m4OM2bPYOqsaUyeMYVR40YxaNgg+vbvxajRQ1n+w/f88cdGjhzZw6nTh7l46TRnz53g2PGDHD2+j207fmPr9o3sO7yLnfu2cfT0QRLuXiHh7hWu377Es8QHPEl6wMNn97hxN4Gb925w7dZVzl0+x8FjB9iw6ef4TJMt2zczY850Rk0ayVcLv2L7oRhhpBelUKjKQa4rIF+WQb40nWJVDhJlNgWyDKTqXGSaPPKl6WTkvSGvOO2j/TJNHgabgpyiFO4+vMr+w9tZtXYRP2/8kSsJp8jKfY3ZJsNql2F3yQiU6Sip0OMvF1OqgXItVXWW+MNe3+zEW6LC5irC7pbEsykiwRjiqK4Xla1bpd9a0dASGyAc9NAS8hKO+ONv0ZZmd9zK+FcWRvwtLJT8E8L4mASC/Gu3479iYcRJ4y/WRuSDfR8Sxsff7Y0HVFsJoxWtKt6tSt6tZPDhMa2ive9Vv2OEEVP+/iuaw6JqeGOLi4YmZzwLVdfo+EgB/CPCiA0vqql3UFXroKrWSVWtk0CZibJKK4EyI26fhkCZidIKKy6fHodHFOi1e7RYnGoMdjGgqdQXItfmozFJkOvyKZBnkCtJIafoHe+yEnmV8phXqU/Ez5THPE68w+2HV7l2+wInzx9l/9E97Dm4i01/bGTtL6v5+fe1ogu941e27Pwt9rmRTdt/5eff17Bu4yo2bv2ZzTt+Zduu39m5ezM79mxm846N7DvyJ6cvHuPi9TNcuHaGyzfOc+PeFa7fuciVm+e4fOM8F6+d58LV8xw/c5yT506x5+A+tu78g+17drBj7w7+PPAnv237jdXrV7N6/Wp+XPsji5Yv4tsF3zJzzkymzJzCmIljGDZqKP0H9mHgoD4sW76Aa9fP8+LFA+7eu869+zdJuHmFq9cvcOXaWY6dOMCps0dIuH2ZSzfOcfXWRW7ev0bC3Svcf3yL+49ucuPeVa7evMzlhEsk3LnO5YRLXLx2iUvXL3Hs9FHW/bpOnGXywyImTp/A1/NmsWzdUrbu3ywSRp4yG5mhCIVRgsxQiDxWAy/T5CFRZlOszEamyaVQkUmuJBWJMhupOociZRYSZRYKfQF6mxyTU0WxMovE1/e4cecclxNOcjXhFOlZSVjtCpweFS6virJKE4EyHf7S2ACjSj11jY64AnVVnQWbS4LOlIXRmovDI8VbohJl/Cp0lFa+t0oqa81U11s/MoPjAbpGx/u6gWYXjY1OGmMxjA8tDCHsJyqU/J0w4m/lDwmjlTRimYu/WBGtKc9W/O8QRkRwExHc/3XCiAU//xlhtJJGmFJC0RJCiAhG36t6B6N+gtEAwdbjoyXx7R8Wv32I5rCXxhZX3DWpqbVSWWOmrskRt0DeWxxO6hoc1DY4qKyxUl5lpbLGSWWNE29Aj8evw+1T4/So8JUY8AT0mO0yjFYZFocCs12O0SbDaJNjtCvRWWUoDQUUqTIpkKeRL0slT5pCrjSF9LxXvEl/yqvUR7xKfURy5gtepTzlceJdHj6/w+PE+zx4eo8bd69z4+51Eu5c5eyVUxw9fYijpw9y/Oxhzl4+xaWEc1y5eZFLCee5lCA+cAl3r3D7/nXu3k/g9r1rJNy5wr0nt3iS9JC7j26ScPcK957e5sGzu1y/c4mrt85z7fYlLlw9y5lLpzl84hDHTh/jwLGD7D92kP0nDrLrwC7+2LONtb+uZdmqpSz9cQkLly9k3qLv+Gb+HGbMns6UmZMZPWGUOEdkUB9GjBzCvPmzOXv2KK9fPyUx6REPHt7i/MXTXEu4yK3bV7h05QwnTh8m4c4VniQ94MWbpyQlP+P2wwQePLvDzTtXuHDtDDfvXefG3Wtcu3WVk+dOcvrCGa7dusqx00f55ff1rP1lNUtXLGbkhOF8s2g2Ow9vZ+eR7XySWZxGnjKbAnUu+aocpIYilCYJKqMElbEIqTqHguJUJMpMilVZFCrSkWpykKiyyC1OQaLKQmOWoDEVYXDIMdrkKLV5FMnTSc14wZu3D8nOfY1Km4vNKcdXoiNQZsBXosFfqhMnctdaaWxx0xT20tDioqrOgq9UhdMrFTUyKnSxYi1L3C+uavWrY1ZGXFw2FtOobbTT0OSkOeQlFPHTFBRN6KYWN5Gwn+hfyCEqlPwLd+S9hfGx+f8h/r9bGB/iQ8II/QvCEPd97JK0Pvz/p/hwbEArWomi1QoJRQO0hDw0x1yS6loLFZVGauqtccuiLmbl1cd0POsanVTV2qmssVNd56Kq1oGvRI/Hr8EX0OAv0RIoN+H26zBYi9AY8zBaizFYJOhMhWiNBRisxeitxahNBUg1mRQp0siTJpNbnEye9B1Zha95l/mU12mPeJf1lIz8V2TmvxFdluSnvEp5weuUJF6nvOR1SiJJyc9IfPuUZy8f8uDZHe4+vsmj53d58eYJScnPePHmCc9ePeJp0gOeJj0g8fUT3rx7was3T3n64j4Pnt3hzqMbXLl5gfNXT3Pu2mmu3L7I9buXuJRwhovXznLh6jnOXjnD/uP7OXD8ADsP7GTr3m1s3bedzX9uYdOOTaz6eRXLVi9j0YpFzF34bbzVvDX1OmLMMAYNG0D/Qb0YN34Ei5bM5dr1s7x9+5RHj29z+85Vzl04wdWECyTcuMi1G+c5f+kEdx/e4E16Eum5ybxJS+Lpy4ckvn7CzTuXuXj9DPef3ebWgwRu3b/BjbsJXL15hUvXL7D/yF627drM1p2b+ePPLSxfs4TFqxaw+/guDp7dzyf56lzyVDnkKrPJixGGwixFbihCaShErs6hoPgdxYp0FJpsVLo89OYiZKpMsvNfo9BkY3MpUelykauzMNtlWBxy1Pp8JNIMCiWpSOVZFMvSKZKmoDMW4PKqcPvUBMoMVNeJQ3rFzlPnBy6GPVa9+X5SVquQbKufHC9bjr1NPzS6hqWiAAAgAElEQVSx429aIbZP8Itl4jFXo9VXD3/g3/8zH1+8jv8/IYv/f/HXWo3/7JjQB9bC31yN/wN8ZJ188G8QiX22xErDW2KZpeagh8ZmV4yY388qaQy6aQi6qW9plRjwUNfkoqbeQU29M2ZtmKmoNlFZY6Gixkx5jZmSSiPeUi3ugBqXX4XNLcNoK8JgLURvKUCuSadA9ha5JgONMReFLhOZOh2JIoVCeTJZ+YmkZT8huzCJ3KLX5Ba9IafgLZm5b8jMeUtuQTppmW95nfyMpNePefHyAS9ePuBZ4j0SXz0kOfUFKelJvEtL5NXbJyS+ekjiq4c8fXGXR09v8zzpPs8S73E14Sznr57k1IUjHD93kEOn9rL36E4On97HqYtHOXXhKEdOHeDImYMcPXOYnQd2sv3ATn7b8TvrNq9nw/aN/LxtA6s3rmHhjwuZu+hbvl34DXPmz2b+4u9YuGwBs76ZwZgJIxk4tB+9B/SgV98ujBg1gIWL53Dz1gXS05N4+PgGd+9f5cati9y8dYlHT27y6Okt7j9K4OHT27x4+5jU7NckJT/hSdI97j1M4Nbdy1y9dZ7rdy5y494V7j+9w7OXT7j3+A6XEy5y7vJpTl04xqET+zhx7ginLh5j0cr5fPX9DFb/vrKVMLIp1BYgM0lR21Wo7UrkhkKkmlykikwKi98hU6ah1GShM+ZhsRej0edQKE1Go8/B4Vai1GZRrEjFZJXg8qqx2KXojYUo1TnIlTkoNTmotDnoTYU43AqcHiWBMgM19U4amj3UN7njojcNLS6C8SIpf5wIWt90fyWJv5vhf9/+0f5/ce7f4fvoHv7p9YT/1TX+9/F3wvrX+/+zY/8ZEfxXv/9DS4uY9RUK+QgGvYSCPsJBcbk1TtQSm4T2YaC0OeKNDWaODS9qFFHbIMY96psdsV4gG1X1VqobbNQ2OqhrdlLdYBdTuhV6vCVqPAEVTq8cq1OC0yvH5VNgdUowO4owWvMxWvNRatMpViaj0mWgMWSjM+ag0GSSX5RMbv47snOTefn6Mc8T7/Im+QkvXz8g6dV9El/eJyXtBdm5b0nPesnrt494+vw2j54k8PDxde7ev8Ld+5e5/+g69x5d5eLVE1xKOMXF6ye5mHCK89dPcOrSYU5ePMSFaye4mHCKExeOcPryCU5fOcWx88c4dvEEB04fYOeRnew4vIOt+7ay6c9NbPhjA+s3r2Pdpp9Y++tqfli7lGWrFrN05SK+/nYGE6eOYcK0MUyaOpoJk4Yx59vJXLp8jEJJKskpz3j24g4vku7x6s0j0mNDpN+mPiXxzUNeJj8mKYanL+9y6/5lbty9wLkrxzl/9Th3Hl3j0Yt7PH35iHtPbnPvyW0eJ97nxr0rnDh3iFMXjnHl1gV+WL+Uqd9OYv7KeXxSpCugQJOLRF+ERC8hT5VHliyDHGkaBbJ0CqVp5EveIlOkoVRnotZkoTfmoVJnIpEmI1OkYTDlozfm8f8S99b/UZ7b+n//jCPb2qLBHYoWCRBC0OBuIbhLgZYWapTiIcRtokSw4CEkIS4Tm4y7T9w97+8Pz8yQdnfvs8/5nPP6/nC95rGZTOa57+tZa93XWqu65gMyRR5qXQlKTQlSRSFl5VkUFmdQIn5PheQDUkUhWkMFJms19jo5LR1GOrotdHQLPThdfTh7Bpy5DIMmt6u2hYs4/qcTUphIln/hifvHhPF3E7Xf9r+K3n/hfG//H694/P3/a/mnhPd3ZDEgWBRC6T8rA71W6LXS3ydoNwavLPV0m+h2unzdfRZ3OQFXvEQgb8E6E9wVoQeJq9O70LNES3u3lpYuLc2dGlq7dbR1CxnIze0qGloUOBpqaGxV0NqppblVTVOrSoiftKhoalXR4JSl2+tqsDqqqG2Q0tAsp6FJjtUuQWeowGCqwWCUotVVo9FWodVWolKXoVKL0eoq0eqqUKnLUWsqUKrFyBQlSOXF1MiKqJLkU1H5gUpJPlJFMdVOd10oClxAiSSXPPE7CiqEeF5pVR4fSjLJF+eQU5pNVnEWb/Le8PLDS17kPOfxu0ekvHpI2qsUHr1JJeXlQ1KfJ5H6IomExyKiE8KIiAvm5t2f+fH6t/x88yo/XvuGXXs2sHb9Uu7c+4HC4gzeZj7m8dM4nr98yPvsdPIKXvM+9zlvMh+R/vohT14l8fR1Em+yn5D6LJbQqLuERd3hQeQtwkUBxCaHIUoKJ/ZhBLEPI0h9lsij5w+JTgghNPo+90PvcDfkFpd/vsTxS0dZv9uXT4qq8ymszqdYWkyhpJAccQ7ZpZl8KH1Hfsk78gpek5v/ArE4g6qqLMTl7ygTv6Oo5DUFha/Iy39BUfFrKiqzqJbkUC39QIUki7KKTCqqP1ApyaNUnIW4MhupsgiNoRyzTYq9TkVjs46Obgs9fcJEcFkPXYP6cg72oz9WzzJ9zKB0WRsDNncD4N9MAv4BafT/16b7P5po/38TRs9/mzCs9Aw43zswyLLqH3Rs0DmXhTHQZ4U+G/RZndJzqzvu81HUJrh3vQNWt3UhBFetzgCr2dmn5LfxEVdzo85ePR29BtqcRNHWo6Oj1+DucdLSoXbKyxU0t6upb5RT3yh3koWa5kFoaBZEY63tWjqdK2Vt7XpaWvU0txqx16qw2RXU1muoq9dSV6+mrl5LY5ORpmYTdfVarDYFZosMq02BvVaNza7EZJZiMNU4myOpcTRosdarMdep0DvkGGoVmOpVGOtV2Bq1mGpVaMxSVMYa5PpqFEYpZbISimsKECuKKa4poLAql2JJPqXSQkol+ZRUfqCwIofC8mwKyrIEhevrFJ69TObx8ySiREFcvnKWAwe3cT/wGh9yX/Lu/RNevRGEkW/fPSYrJ53MHMHKeJQeR+rzON5kP+VN9hOev00hKS0SUWIIYTH3CBcFIEoKJfZhOFHxocQkhpH2PImUZwkER90jXPSA+yG3uXX/Ol//dJEDp/3w3uDFJ6WSAoqrC8kt/8CH8g8U1RRRVFNATkkGWXkvyf7wnIKCl1RWvKOyMpPi0rcUl72jqPQdhcUZ5OS+ICfvORUVWWg1YnSGCqFSk6IQhboEnakSnbESvakKo0WC2VJDbZ2KxiYD7R02+vpr6e2zOye6RZBZD1jp6rfS2eecvIPckcGuRZ9zmdBFHu5J0/fHbot7iXBQvOKPTHg3Yfyrk/z/wf34lwjpH32//9bn2elxonfA4UbPoOPdA7aPKyb9Vvr6PloaH0VsAtyiL1csyHkfOvvMdDlfO3/nQvYMWN0rKYM1M65eq+76q4OWaAc3QGpu17j7obiSFAcLxQYHwYXVMRPtnQY6uow0t+mx1sqxOGQ4GtTY65XY65XU1qupa9RR36ijtkGDzaHE6lBir1XhqNNgr1VjsckxWWXCsXo1RqsUk1WGyS7HVKfEWKdA75Chd8gw1SnQWWtQm6qRa8tR6qrQWRXItIJaVKIspVJWiERZgkRVikRVilRdRqWswLny+J7iymzKa/LIL3tHbkkG2fmviH8Yxr3Aa3z9zUnCwm5TUPCW0rL35BW8Fogi6xk5uS/J+vCcrLyXpD6LI+VpLBm5L3j8IpG09HhSn8WRkBpJwsMwHqZGExUXzIPwO4REBRIeE0xcSjSxKdEERtwhKPIetwNvcD/0DicvnmD5Bm/W7ljNJ4XVeRRU5VJQlUduRS4ZhRm8yH5GdnEGReL35OS+IDcvncqKd5SVvSE3/zl5hS/JK3xJRuZj3mU+QSItwGSuxmypca+v1zaoqWsUouLNbUYaW/Q0tuhpatFT36SloUlPZ5eDvv46OrrNzkCmwdluz0xXv5Ue7PThoMdJGIMJwDX53WTiLr1np6fXIuwP2NwFYFx6hD7s9DsJ4x+7K/8z3///gjD+2Xf873+2QJa9Ay6thd25lOq08AZ97u8JYzBp/GYlyVlvpHfA5l6OFQjf4iYMF6n/3fKskzhcWa8uEnFhcBPn9m6DW03qWgVzrYw1OXNdXDL1+mYFjS0q2jsNtHboaWxRY6uVOlfl5NjrFZgdNTgalTjqFVjsNZisEiwOKfY6BY56JbUNKqe4TIrZVoOtVk59k7DSIzRSqkZnqUJrq0Zrq0ZjFdogGBwSdFYhN0VtkmCwKTBYFWiNEvRmqbM/a7kgUNNVoNCIkahKqVIWUyEroFya734tqcqhpCqH4oosPhS8Iu1JDNd/vUzg/V/IzX1JUdE7snKe8y7rKZlZz3j77jEvXiXz9v0TXmakCXlgr5OJSw4nLiWC5McxPEyNJCE5gsTUaO4F3+DHX7/lbtBNREmRJKSJCIsNJiw2iKjEUKLiw4iIC+Hqr9+xfIO30Fu1sDqPD+L3fBBnk12WzfPs5zx8kcjTtynkFL4mr/A173OeUlT8krKyN2TnPObV2yQysx+T8T6Nd1mPkSmKsFhrsNll2Bxy7HVK6pu0NLbohZJrzu22TotQiq3NSH2jjqZmIy3tRlraXasfOqepaqSjx0RXv5Ve7G6T9vcWg2sgdvaa6OwxuQnDpVIcbIn0YqcHG33Y6B+w/9Og59/HMP4r/O8Txn91zb9KGB9dKyEW04uFPmdl8r4BK33uGMdvYzV/RBi/J4++XgtdzhiGy2JzE8SA9TfLsa6Gy4NJw0UCLkvBZV38Hi43ZnCdVpfeo61LT3O7xr3cXtckF0ol1MtoalHR2KLC0SDDbK9ydm6rweKQYLRUYm+QUdekdOe5WOzVmKyDOrw1CI3C7XUyHPVyGpvVNLVqsNXLsNVLMddJMdXXYKitRmuvROeoQmevRGutRGUqx2CVYq1VozdLUWjEqLTlqDRioQufsQqNoQKlVoxMVYJUVYxcW4bKWOFMhBNTpSxCphOjNFQgU5VSWJzBq9cpvMt8QnnFB4pKMiksziS/8B2ZWc95n51OTu5LsvNe8ub9E15kpPH4RSIxiSGIEkNIeRzDo/R4kp+IiE+JJCo+hMi4EOKSo0lMiyU+TYQoJZqERyISHsWQ+CiWmIeRRCZGsP+kH8s3LuOT3PJssorfkVWSSWbxe55nPyf5RRIpzxN49f4x73LSeZ/9lNz8Z+QXppPxLpn0l7G8z3lCdu4zPuQ/R6EqxmKtwWypdhKGCke9wNBGSzVGSzWOBhXN7UZaO02CtdHsRIsg7BGWUoXeIa4nR0uH/u8G0WA1oWsAdvaa6Og20t1noXcQkQyeNF2Dn57/wiT7ONH+FfzR5/xP3/d/RRgCegcsTl3JR/zRd/qXCKNPIIzuXsG66+n96DoOJggXqQ8uyOxyNwZbGIMl5h/HwMdtl1XR3m0YVEhJsCgcDVKstdVu2GqrsTqFfrY6CWZ7JUZLOWZ7FSZbpVAQuE5IYLTYK7E4BBGh1liC1lDsDp7aaqux2CsxO6+x1UuECnH1Esx11Zhqq9DaxCjNxajMpShNJSgMxci0RWiM5RitNejNEtS6cjS6ctTaMnSGCvTGSnSGctR6MSp9GSqdGKVOjEIvRmkQo7NK0Fir0Vol6K01aAyVKDViFKoyFKoypPISJNIi5Kpy1DoJcmU5MkUpMkUplZJ8ip09UTJzX5D0KJqImADiEkNIfSLi4eMYohNDESWFk5gW41whiRHEXY/iSE1P4uGTWBIfx5HwKJaY5CjOXD7FnqM7+SSrNJOMwje8znvF24K3ZBS85fn7dJ5nPuFNdjrvcl9QUJJBaXkmBcUvycx+RMb7VHLy0snMfszrjGTKKjIxGCswGCswmmuw2OSYbVL0pkp0RjF6YznWOim1TSocjQpqna6K0OxGR0OzylncV0Vzu9r51BGeDg0tqr8zVQc/XQbnLAirK1a3tNk1+F1+tdvd+L1W45/BFaP4TXDQ+ttjf/jewRaISxn6f2uZ/Cv6ip4+YWL39Fncr3/k/rgIw7202mf7SBa9wrnefiudPUY6e4z09Fno+h0puPN6nOTx+/vlIgxXPMJlLbj2B8NFCq6sZFcxaJeFMjir1l5fg61e4lYHfyQTIRXB7Kh07xutZRitZRgsZRgspWiNRWgMhRitZVhrK7E4KtBbStCZitEYi9BZSjDYyjDYytBZStBaSlCZipAb8lEYC1Eai5Fp85Eqc1Foi9GbK9CbKtEaKtAaKlCqilBrStDqy1BqS1Cqi1DpSlBqy5CpS9z1OGTaUiTOIj4yVTHl1TnUKItRqMUolAJhqHUSpAoxMmU5Gp1EaBcqL6G8Oo+yqlxKq3LJLnxNytNYgiNuExZ5l9jEEOJTIhAlhRMZF0xIVABhMUEkpIqISQgnOiGCh4/jSEyLQZQcRUR8KOHxoVy98R37T+7lk3fFGbzJf8Wz909Jz0onozCDt/lvych7zfuCN2QXvSGv5B35xW8oKHlLYelbisoyKK/KJjv3GU/SReQXvkKtERoA6/RV6AzVziCnoOZ0NMioa1ZS16zE3qCgrllNY6tLMqyktlFOXbPcHbRypbi70NSm/o05O9gfdpmqrZ06OnqMdPdb6Bv4mDPR2Wemw7nc5952DuKegX+mx7A5g4EOuvvsdPcJ2x+DhS7YfzdBLb8rnmMapNL8Fwjj/yGI+nui6ERA1+A4RZ+V3h4LfT3Ca2+PIGTrG7ALZOKOSbhWgARS6R9wZrX2CrU3hJUcK+09BncdVRdJuEhjcJuHwSTh2h6cOOiyMAbXbXXFJAZnJLssho99XRVuuMoeuGrDuvKPProqUmx11VgcFU6SKMFoLcVaW4nBUorGUIjWWITBUoreXILZXo6jQYLZXo7OVIzWVIzWXOwmDL21FK1ZOKazlKCzl6G3idEYS1Dpi9CayjBaKtEaxKi0JSg1xciUBcgUeSjUhUiVBUgV+chVBSg0JSg1ZSh1Zch1Zc7aoQXINaWodWKn6lWAXF2GUluBTFlOZU0R4sp8xJV5VFbnUyUtpLTyA/mlmRRV5JBV+JqUZ3GERQcQEnWXiNhAYh+GEZ8SRUJqNA/CBTn8o+fJiJIiCRcFk5gmIvlJHHGpMQRHBxIqCiI8LoTbQdf5JD3rKSmvHpKYnkD803ieZDwmq/g974vekZH3mg8lmeSVvSen4DXZBa8oKMukWPyeiuocMnMek/oogty8F8iVpWh0FWj11Wh0AqMKZCGnoVVFU7uGhlYN9mYVjhYNDc6sU9fN/E0eSJsaW50ER10NjS1KWjq07oH3h5mpgwarGz1GOnpNbrLo6rcI0nPngHa5Lb+Hy2URJoTDTRhdvTa6em30DtTSRx29A7VOErH9E8L4bZZp14CJrgHTx/N/N8ltv1mp+Gf4Z0KtrkFkIcBGF06C67HT02Ojr9uJXjsD/bX0D9TS60pz77e6V6Bc1kJ3v1Nr0fNRB+MKbLp+Z5e60/Xbt7vuSY9RIGx3rokgG3dd39yhpald40ZDq4q6ZgW1TXLqW5TUNStwOEnAVTXe3iDF7KjC7KjCWicRrmuSY61zuQyCteGyMOqa5MKDq0kqkIBNjNlWjq2uCltdFTpTMWp9ATpTMUZrGWb7x3NmezlGWxl6awlaczF6aylGuxhTbTl6ayl6q2B1aC3FqA1FKLQFKLQFqA0l6EzlqPSCYlVnKkepK6JSmkWNIhe5U8UqUxWg1JagMVSgM1WhNVajNlSiMVQhV5UiUxah0VUgU5YiURZTpShGLMmnuCIHcWU+ZRX5FJVlU1KeLRyvzOFDSQZ54kyyit6Qkh5HXEoEcSkRRMQ/IDI+CFFyBAmPYngQcY+w6CCSnyQQnRBORGwISY/iSEtPJCEtluCoQIIiA0hIE/H0VQqfpL5OJjI5jLgnsTx88ZCnGU95V/COjPwMXmY/J7skk1xxNq+y0nn9/hn5pe8pKM4gv/A1aY+iEMXep7DoLXJlGUq1GJ2uGo22Eo3eKc5qkFLbJKeuRUFtixJ7sxJ7iwpHs4I6J1xPFxdpNLaqqG2QCY2TWwQFoMt3dZms/yxI1t5tcA/irn6LoAvARme/hfa+wcFUy290HsJqi8X9VO12aiy6+6x0Ofe7+1yaD9s/0HIIhNE1YKRrwOCEni70dGJ0owszXVjowkoXtt/gv1qp+WfKzq5BRNHhho0u7HQP2OnutQlWRbcTPTah2E6vlV53Do1TLYuN9h4jrd0GOvvNdDpJt6PPTHufifY+E50DFjr6zbT2GGjp1tPcpaOt1/gbtHQb6Ogz09ZrpKlTS1OnluYunRtNnVoa2tXUt6lo7NDS2K7B0SzH0SSnrkWJvUmOtaEGa0MNtkYZDe1q7E1yjI5KTI4qrA011LUqqW1RYKmvwVovwd4ow9Eow1IrwVYrFFiy1lY7SUeK2VqOxVaO3Vm5TW8uRWcqcbomZRitYgwWMTpTCXpzKXpLGQabGJ2lFLWhCK251L2tMRZjsJahNZeg0hei0BQgV+ej0hdjsFahtVQg1Rai1JcgN5RQo8lHaShBaSijRlVEtTwfmapECIpqy1FqylHrKtHpq5ErS6mRFaLWlKPQlCHXllOtLKFCWih0VKv4QEl5DkXibCEptCqX4qoP5JW/J78ym6zSDB6mxxKVFEJ0ShhRScFEPwwl+mE4opQIgqMCiE4IJyFV5Ey0CyP5STwpT+KITY4mUhRMTHw4T5+n8CbjCZ8kpscTEv+ApOcJpGel8yLrFW9y35KRn8HrDy/JKskkp+w9L94/43XWC4rLP1BelUdZeQ6xsYHcuPktH3JfIleWIVeKUavKUWvKUevK0RnLMdsrsTVIsDdJsTXJsTYKsDVIsTfW4GiSOiXBwpJZbaNMIIRWNc0tgopPIBGlO77hCn4NDoz9ti3iRxeky2k1dGKhA2FC9biSqP6IMHo/oqvPSHe/iY4ePZ29BgQRksl93C1b/0PCGEQWAzq60NKBwQkTHZidECb0YPzvE4ZwvHvASnevhd4eM/3dZvq7LfR1m+juNgp1Q5yE0dUtuG3dA1ba+8209BpoGzDTPmCmrd/kfh283dxjENCtp7XXSFufidZeIy29Blp6Dc7rzDT36Gnu0dPSa6CpW0djl46GTi21bSocbUrqOzTUd2iwNcuxNcuwtyqwtyiwNcuxNkmxNklxtCqwNEox1FZiqq/G0ljjPmdtkmJrklHbpKCuSYmtXoq9TnBThGxnIcZhMJVhNJdhdVRhtlViMIsxWsrRm8VojaWo9cWo9cXoTKXojKVoDEJrAo2xBLWhGJ2pDIPzWo2hBJ3RdV0xKl0RKm0RakMpBlsVens1Mn0Jlco8arRFKC1itLZK1OZKZNpSpOpiFFoxal0lKk05CmUZSlU5alUFSqUQs1CoypCpSpGqSpEoS6mSFyOW5FFUnkVhWSZFZe8pEGeRL35Pbvl7skrfklWawev858SkhXM34iaBMXcJTwwiJimEqMRQIuKDCY0JJPZhFNEJ4QRFBiBKjCT1STxJKUIafHRcGMlpcWRkppOV/YJPYh/HEJoQTNLzRJ5nPSc98zlPM57x+sMb3ua9ISP/Ddkl78gqyiS7+D2F5R+olBZRLSsiMOg6x0/u4+XrVBQqMTWyUmQKMSpNJSptBSptCTpTGSZHJebaKsz1NZjrpZjqZZjrarDWV2OurcJWV0NdkwJHvQx7vVRQ8bWoaWpRU9+kcKOuSUFzm9BOoL3LSJuz65mQl6D/iC4DbT1G2ntMdPRZ6Oiz0NJroq3PLJjn/VY6es109Jno7DfT1S9Ilbt7BXT1GOnqEUrtdfbqaOlQ0tqppKffQC8md/k9oUDOHxGH5e9iGF0Y6XSThPl3k9pFFnanNWAb5KL8PVH8I8L46IqYf/e3zM40fJPQHrLXQF+PgX5nm4XuHj29/WYGBqz0dBtpbVPT0qmjq99Mx4CFlj4jLQNmWgcstA6YacdK24CFtgELrf1mWvpMThhp6THQ6vytW3uF465r2wYstPSZaO410txrpKFLR32nhtp2NfZWJfZWJXUdGuo6NNhbFdhaFNhbldS2q6ltV2NtlrthrJdgqKvG3CjF1FCDoa4aQ101poYazA01WOpkWOvlmGslWOukOOrlmGyVWGxV2BwSDCYxJnMFVrsEk7UKvakcg7kCnVHsTG0oQmsoc2o0qtCaylDqilDpitGayjCYKzBaKtGbxGj0pWj0JWh0JWj0JWgNJWiNZWiMYtSmcrSWalSmSipVhUh0Jahs1chNFcj1YpSGclTGCjTGKnRGCRpdFSplOXK5GFlNKUplOVptFTJFKVXSQiqlhVQrShBLCyiT5FIqyUVck0eFtACxRJCpF0lyBdIoe8fbwpeIHkdxL+oW96NuEyS6R1jsfSITgwmPDyIqIRRRUiQPwoW6HjGJESQkxyBKiCA0+gHRcaEkp8aRkZFOVtYLPglLDCEkPghRWjRJzxJJfJqAKDWGpxlPeJnznLRXD3mdnU5+RR45pTlkFmZQWJVLXul7vvn+PDt2r+flm0fIVRVU1RRTLRWj0kpR6aqRqUtR68sw2KvQO6ow1kowOoTOVQZ7DcZaCQZ7FTqTGJO9GrNdgqNOTlOzhoZGtYAmNY0tGhqaNdQ1Kmlq1dLRbaGzx0J7l4m2ThOtHQZa2o00txloatXT1GagucNEU5eJ5m4zzT0WGjqNNHVbaO2z0dJjpbnbSLvTZensN9LVZ6Cnz0Bnj46OLi0d3Vphu1tDQ3MNjS1Suvv09A2Y6HXjY8Ws3gGnKzNgo6vfRueAjU4cdAzY6ei30TFgo2PASvuAhY4BK53YB8F53YCdLmqd20LcoRsHPdjpGbDT54RbuemuX2H9DUG0Y6AdAx3oaUdPl7PVQfeAnu5+AUKtUD3dfTq6+/XO/8VEa4eG+iYZjW1qwUrrt9Lab6ZtwEr7gJ22ATtt/XbaXeiz09Zno63XRkuPheZuMy3dFtp6bbT2WmntsdLaa6W5y0x9u566Vh2OFg21rVrq2nTUtQqobdHiaNEIx9p0OJo12JvU1LZoqW/TU9emw9akwtKgwN6kxlQnQ2+XYK6TY6lXYHDUoLNVo7dLMNhr0FklQlP0vcYAACAASURBVJ9VhxRLrRxbnQKTVeIUGEowmqrQGyqENHurBK2hAp1RWMnQ6MVo9EL9FpO1xolqjJYq9KYKlJpidwKlWleKSluCWleMWleERl/qPqcxlCPTCFXJNWYJMn0Fcn0FSnMNEo2YGnUZamM1an0lKl2F4I6oxSgUZUgkxVRXFwmEoa9GJi+lojofcXWeu2RgUWUOBeVZFFd9oKxGiGkUiN9TXPWBXPF7skszefnhOdEpEYTEPSAyMZQgUQAh8YGIHkUhSo4kOjGMyLhQbt2/zoOwAKLiIggThRERG05o9APCogKJT4jkzdunZGQ+45OolAjinohITE8gJjWGyKRIwhPCSH7+kJc5z3mSkcaT1ylk5AkWx9u8N2SXvOdF5lOOnjvEpp3ryMh+iURRgVJXg8aoQm/RoDPLURsl6KwSdLYqNNYKdLYqDHYpplol5joFRodUuKl2KSabcGNqG1Q0tuhoaNTQ0KihsUXnVokKS7FCmz5B8GWitcPs3Heiw0xTm5GGVgP1bUahoW/HRzR0mGjustDSa6GzzxW0M9LeraetU0tnt0FQivaa6ekXdAsdPQY6uvVOxamJ7n6zU8shkMQAdgZwOOMddjr7HHT019LRX0d7Xy1t7n0HbX122t37te7j7U5000DnQK1wXa+d7n4HXX1CALZvoI5+6ujvr6WvX+g61tVnpb3X9TQ3Cq7CgJG2ASMdLvQb6ewT0NUvBF+7B8x09hlp79XT7sznaO8x0tZtoK3LSEevmfY+C629Ftr7bXRQR1ufg5ZeG629Nlp7/h4t3VZauq00dZpp7DDR2GGivs1AQ7uR9j4HzV0WZ/tDJXWtempbdNS26KhvM7ivrW3R4WjW4mjWYm/S4GjSCmjWUteqd7/PVCtHZxFIQWcVxpnWUo3OKnE3ajY6ZJgdcsx2GSabFLNNUG0azdVoteVodeVoDRUYLRKMFgkWu8xZBUyOrVaB1SHHaJFgstYIJQTtUoyWSnTGciz2GtS6UuSqQrQGMUpNESptMQp1MQp1CUptqaDk1JUj04pR6CqRasupVpVRrRJTpSijSl5CjaoMtaEKtb5SWDJVlSFXlCKVFiOVlqJQliNXliGRF1HhzDlxVbsrrMgmp/gtuaXvKP7d8azit2QUviL5VQL3om5xN/wGMSnhRCQFcyfiBpHJYYhSIgmOCiA4MpD7oXcIjQomXBRGqCiUiLgwohMjiBQFE58YxYuXabx4lconcU9EpL1JIfVNCjGpMUQkRhIWH07C43heZD3nZXY6T9+kkJ75lNcfXvG+KJPMwnckpz/k4KkD+G735dHLNGpUEnQWDdYGCxqLCoWhBr1NgcEhx2CvQW+XoLNJMNUqsDdqcTTrsDSosTaoqW/W09hipKFJT71T19/QqKOp2UBzq4mmVhMtbWbau+y0d9lo77TR0WWno1tAe5eN1g4LbV02OnoctHRYaeow09hpobHDTGOXheYem4BuG609dtr7aunqc9DVb6O7XwgGdvXaGKABaGaABvqop486+qh3Hm+in3oGaASa6aeBfuqBZqCFAZrpp4V+WumjlT7a3BiggwE6nPut9NHiRCs9NDNAG/200k2D+/39tADtQBvQ4kSb81g70Ao000cjPdTTTT1d1NNFHd3U00cD/TTQS73zfB3d1NHj3O8aqKWz30Fnv52ugVq6qaPLCeH6BrppoIdmummkkwY6aaCLRrpooHOgni7nfudAPd000u0819FfR+dAvfCegXr6aKFzoJ6GDjNNnRY6B+pp66ultcdOW6+D1l4HLd12mpz3rKnT4kZjh5nmLivtfbW0dNuEsVOvwtqgdr9aG9SYahUY7DL0NhmmWgXmOqF5s61OhcWhwGiuQW+sRmeowmiUYLMrsDkUWGxybLVKGpr11NZrMFmkmG1yrHYFJqsUo7kGk0WoOao3VqEzVmGxy1Bpy1CoStAbqwSS0IiFpVGtGIXGGZMwVKHQV6HUS5DpKqlSiqlWlSPVVKHQVaPUV6HWVwlScW05CqUgvqqRFiGVliKVC65IuSSPCkm+uwpeUXk2JdW55JVlUlCeRZkkT6iUJ8knt/w9r3Kf8erDMxLTYwmMucPN4GsERN4iMOYOD0QBhCcEE5EQQkRcMBGxIULdz9gwQqNDiE6MIjopinBRMJGiYFLS4nnxIo3k1Bgh6Jn0PIGk54mIHsUSmRRFaFw40cnRpLxM4cnbRzx5ncLj12mkvUrlZfYLXuW8IjpFhP+pgyxYvohTX58l6VkKb3IzKJKUUCIto6i6gIKKHIqrP1Ba/YGiyizBXKrMoUKSR7W8iCpFERJVKSqdsISkNVS7oTNUYzDWYDRLMZqlmC1yLDYFZqsCs1WOyfIReqMEraEavUWK0SpHZ5Qg14qdPSnKUZslaK1SNFYpGmsNBrsCk0OFwSJFb67BZJNhtSux1aqx12qw2dVYbCr0RilafTVGswxbrQabQ43RLMNsVWC1qzCahb9vd77PYJKhMdSgNsqckKMyCNs6sxKdWYnaKENlkKI21qA21qA1S1EZq9Db5GjMEspleSgNFWjMNSj1Fah0lah0VShU5cgUZSjUwkDU6qrQ6qrQOAecSleJQluBVCVGoixDqhIj04hRqMXI1GKqlaVUyouplBdTpSihSlFChayI0uo8IbJe+YHiyhyKK3IorsyhTJJHlbxYqJ6tKEZck0+FrJAqeRGVskIB8iLnbyxGqhEj05Yj15Uj1ZQhdUb05bpy5LoKZNpyatSlzjL/5WhMEmRaMRWyAsQ1eZRVC82LiiuyKa7Mpqgiy4lsyiR5VMgKqZAWUK0sQW2SoDFJUOiFviJK56vWXIPBLsdgl2NyKDE6lFjq1NgbtNjq1NgcKqwOFUaLDItVTm29lvpGPfZaDSbn+GpsNmJzqDFZ5JitcmwOlZC16lBjr1VjtSux2JQ46jRYbAqMZhkWmwK9qQa9sQa9SYrOWIPGIEGjr0ZtqEHlHBNaiwq1WYnKpEChlyJRiqlRlqE2VKPSVyJTllIjL6ZaWkilJJ8qSRHVkkLEVbmUVuRQXp2HuDrPbUmUVH0gryyTfPF7CityKKnOo1xaSH5FNhn5L8ksfkPyi3huh17neuCP3Ay+xu2Q6wSLAolKDCMg7BZ3gn4lKCKAB+H3CAy9x72gO4RFhxIZH05g2F3Coh7w4uVj3me9JCk5ik9SXj0kJi2KmEfRxKTFEJkURVBMMGHx4cSkxJDwOI6U9CTiH8chShURkxJDsCiU6/dvcPD0YRavXMasRfOYt8wTn42+bPHbwbYDO9i6fytb/Day68AWdh3czM79G9mxTyjBvv/Qdg4c3Ym/EweP78bv4Fb8Dm7l+Gk/zn51mFNn/Dl5ej+nzx7gzLmDnDl30H3sxCk/Tpzy49QZf06d8efEST+OntjLsVN+nDxzgCMn9rDLbxObdqxh2571+B3ewf6jO9l7eDt7Dm3D/8guDh7fy95D29njvw2/Azs4cHg3/od2sWv3ZrZsXc/WbRvYsGk16zesZPuODezdt42duzezcfMaNm1ew+atvqxbv4L1G1ayZasvm7f6ssbXmxVrluGz1psVvsvxWeMt9LBcuZSVa7yd+14sW7UUn7Ve+Kxdis/aJXivXsTqDV6sWOfJAq8v8Fo5n+VrFrF4+TwWeM1m8dK5eC6ZywLPWSzwnMWSpXNZ4jWXxV5zWeL9JV7LF+C1fCFLvRewxHs+nsvm47l0Hku85rNo6TwWLJ3H/KVzmbd4NnMXz+LLpXP4cskc5njOZNaCGcx0Ytb86cyaP43ZC6Yxe/405iyczjzPL5izcBqz5k9hzsJpzFs4jbkLpzFn4TTmLprOQq9ZeHrPZdGyOXh6z8XTey7zl8xk/pKZLPSag6f3PJb4fPmbaxYvn4f36kUsXTGf+UtmMmv+FGbMnciMuROZu2g6C5bO5MvFX7ix0Gs2C71mM89zBstWLmD73g0cOrGXI6f2c/T0fo6c8uPIKT9OfXWYC9+e5NJ3p7n43Wm+vnqWq9cu8cvtq9y69yN37v/M/aBfCQz+leDQW4RH3iMy+j5RMYFcv/Edl745SWj4HVLSokl7HEva41hSH4lISYshJS2G1EciHj+N4/HTeJ6mJzqRRPqLFF68SuP5y1RevE4j/WUqr94+JSPrJRnZr8jMfcv7vHdk578nt+QDeaW5FIrzKKnIp6xaCFZW1BQIMYqqXMRVuVTVFFAjK0WqKEMiL0YiL0aprUChraBGJTwQapRlVCtLqJQXUSEvpkZTgcJQhVhaQE7JWz6UZZL+Lo2Q2ABuhV7n2r2r/HrvB24G/kJozH2iE0MJjQ4kLCaYsJggYhIjCI8JIUIURtxDEbEPo3j6IpXMrFe8fvuElDSR0Pks4VkssY9FxKTGEPUwmqCYYB5EBxGeGEnCkwRSnycRlxZHdLLgstx4cJMzl8+y76g/qzatZ9wXU/mPoZ/yH8M+5d+H/IX/GPZn/n3of/KnYX/iM4+/8vmov/DpiD/x6fD/5K9D/50hw//E58M/7v9lyL/xt8//jU+H/DufD/vP32DIsD8xbMSfGT7iLwwb8WeGDf8zQ4c7j438C8NH/oVhIwQMHfEXho34K0M8/soQj78xdNTfGOLxVz4b8WeGePyVoaP+xucjhXMjxw1l1IQRjBk/kjHjPRg9biSjxo7AY/RwRo4axshRwxjhMZQRo4YywmMoo8eMYNyEUYweO5Kx40cxbuJoRngMxWP0MMaNH8XY8aPwGDscj3EjGDluBCPHjxC2xw5n5JhhjJ3gwZgJHu5joyYMZ9SEYXiMH8rIcZ8xeuIQxk4exphJQxk9cQgjx33mPDeU0eOGM2b8SMZNHMW4iaMYP2kU4yaOYMLkUUyeNo5JU8d+PDd5NJOmjmPSlHFMnjqBiZPHMX7yWMZMGs24qeMYN3UcE6aPZ8L0CYyfOo5RE0fjMcFDwHihPd6oCSPxGDecEWOHMGzMZ4wYOwSP8UMZPXEEYyYMZ4zzu4+eONz5Ow5j5DjhGmFbeB072YMJ08Yw+YvxTJw+lslfjHO/Tv5iPNPnTGbi9DEMH/M5Qzz+yvAxn7k/d+xkDydGMmrCcEaM/ZwRYz93f4+R44a47+XQUX9j6KhP+XTEn/lsxJ/5fORf3GPAdd+He3zKiFGfMnL053iM+ZwRoz7DY8znjB47hHHjRzDC41P+9um/MXrMUMaOH874CSOYMHEkY8cNY9z4EYwbP5yx44YxfsIIJk8ZxeQpY5g2fTzTZ0xyYiLTZkxk2hcTmTp9AjNmTeXLRXOZv2Q+nssWscR7sbM94kp8N61l0/YNbN21hZ1+29i1fxv7Dmxn/4Ht7D+4g4NHdnP8lD9nzh/lq0snufD1KS5+c5Jvv/+K7366yKUrZ7l05SxfXz3Hdz9d5PIPX/HND+f57tolfrz5HVevf8PZb07w9ffn+PHXb7gfdoPgqLtc/uk8py8e4edbV7nz4DrhIqHAcVBEAOGiYBJSRaQ8TSQhVURCqojHL1LIzHnF23fPSXfpMB6+SET0KBrRoxhEj2IRpcYSkxJL1MMYolNiiEkWEZ0URUyyQCYxKSJuh9zlwKlDbNm7HZ/1a5g6dybDxo1iyOiRfDZqKH8d+Sl/HvZnPvP4jOFjh+Ixfjge44czctwwRoz9nHETRzJyzOcM8fiUISP/xucj/8aIMUMYNX4EI8cMYcSoz52TZASjxw1n7PgRjJ/owYTJo5k8bRzTZkxg6owJTJo6lolTxjB1+nhmzJrCtJmTmDZzsrPj9QxmzpvOnAWz+NJzLguWfMnchbOZOW8GcxfOwnPZArxWLMFrxVKWLvdi0dJFzF/4JV/On8ucebOZN38Onl6eLFy6iDnz5zBv0ZcsW+mNl48XXj5e+Kz2YamPF4uXLcbbZymrVvvgvcKLJcs9WbJiEUtWLsJnrRerN/iwct1yVq31xmeNF14rPVmyfCFeKz1ZtsqTxcvns2zVAnzWeuK9eiHLVi1g2ar5+KxdzMp1XqzZsJKVa33wXrWMtetXsWKVN8tXLmWNrw+rfH1Y5buCtetWsXyVF6vX+rBmrQ/r1q9i05Z1rN+0Bt/1q9iwxZdVvj74blzN5u0b2bJzM5u2b2DthlX4rPZmxZrlLFuxlMXLFrHYe5HQ8dtnMd6rvPBeLcBr5RJ81i5n+SovVqzxxnvVUpYsX8T8xXOZt2gOs+fPZPb8L5gxZxrTZk1m5rzpfOk5B89lC1m+ehnLVy9j7cbVbNi6js07NrB971b8Du1l+56trN/qi89ab3b5bWfD1nUs9l7InAUzmT5nKnMWzGSh13yWLPfEc9kC5iycxdSZk5g8YyKTvxDwxdxpwt+dPYXps6cwdeYkps6c5N6e8sVEps6cxMRp45g4dawwqWdMZMr08UybMZHZc6cz98svmDFrMtNnTmbqdOfYmjyGiZPHMGnqOKZMGy+MuSljGTt+JBMmjhHIeMJoxoz1YPQYDzxGj2DkqOF4jBnJkBFDGDZqOGMnjWPU+FEMGz0cj3EeDB89giEjhjDUYxhDPYYybNQwhnp8zpCRnzJ05N8YMfozRo76jCHD/8yQ4X9huMdnDPH4G58N/zNDPP7G8DGfM3TUp3w+8i+MGCs0XPYYP4xRE4YzdMxneEwYzuQvxjNq7BB8Vnny/c+XCIsKICE5krtB17l05Qy3A34hMOQ2N+78TEDIbUKiA4mIDyUiNgRRUiQpTxOJfRhFWvpD3mW/5OXrxzx5+pC3mU/5JDQhmOC4QKJSIol7EkfCk0TiHwuIThYRnhBBTFI08Y8SEKXGEZEYxS8Bv7LviB8bd27Cd+t6Fnl7Mn7qBEaOHYnHeA/GTBnDmEljGDdlLBOnT2DKF5OZOnMyk6ZPZPyUMUz9YiITpo5j3OSxjJs8lrGTRjN+ylgmz5jIlBmTmD5rKnMXzGbO/JnMnDuD2V/OZM78WcxbOJtFS+ezdPlili5fzOJlC/H0WoCXzxJWrFnOCufEWuy9iMXOlvbLVy/DZ81yVq1byZoNq1m3eS0bt61n845NbNm5mS07t7Bl53Y2btuE78Z1+G5Yi+9GXzZt28TOfTvZvmc72/dsZ/OOzezx38P+w/vZvX83fof82H/En30H9nHw8H4OHz/IoWP+HDrpz+HT+9l/bDcHju3hxLlDnDh7kMPH9uJ/ZBd+h3dy+KQfpy8c4eT5Qxw+uY/DJ/dy8MRu9h3axv4jOzh4fDdHT+/n6OmDnLlwmmOnj3Lg2CGOnTrG7n072bVvBxcvn+fsxTMcP32UC1+f46uLp/nm8ldcuHCKU6cOc/HSGb67eomL35zj0jfnOHn6MKfOHOHs+ROcv3CKM+eOcfzkIY6fPMjps8L24WP+HDy6nyMnDnLmq5Ocv3SW01+d4tS5kxw+cZjjZ45z8txJTp0/xZGTh9l7YDe+m9ayev1KVq9fhc+a5XitWMpi70V4rVjKirU+rN24ho3bNrB+iy9bd21m9/5d7PLbif8RPy5cPs/3167w6+1f+Obq13z347ecPHec7Xu24btpLSvW+rB5+0b2HdzD0VNH8Du0lzXrV+HlswSfNcvxWbMc71XL8N20hnWbfVm1bgWr1q3Ad5Nwj7ft3sK6zb6s9F3Bui2+rPD1YfmqZaxZv4p1m9aydsMqfDeuYf1mXzZtW8+mbevx3biaVb4rWLnWRyDGlV6s8l3BKt8VrF63UiBXHy+8Vy7De8UyPJcuZuHiRXguXcxir6UsWrKYBUs8+dJzEbPmzWX67JlMmzWDeQvn86XnAqbP+oJpM2cwZcYMpn4xnakzpzF5xiQmTZ8ojP+Zk5gxewrTZ01m6heTmTJjEpNmTGTi9PFCy8QZExk/ZSxjJo5i/NSxjJ8yltETPYSO7wtn88WcaSxZtpAFi+awZ982goJvExsbyqMn8YSE3+GXX69w++4v3Lp7jbsPbhAZF0pMYgT3w+8SGH6PsJggREmRbuJ4k5nOk2fJxMVH8OhpPJ/cjbjFnfCbhMQHE5UiWBCi1DhiUmKJSIwiPD6C6KQYYlPjSHz6kJiUWH649RN7D+1l/bb1+Kz1wctnCQuWzGfy9IlMmjaBuQtmM9/zS+YumMOc+bOZNW8mM7+cycx5XzB15hS+mDeD2fNnMWfBbOYtmsu8RfP40lOA57JF+KxZzoq1K/B2drD2Xu0tHPNdweoNq/HdtJYN29azacdGNjqfmDv2bmeP/272+O9ml98u9vjvYcfeHazfsh7fTb5s3LaRHXt3cPDYAY6dPsrRU0c4fOIwR04e5cjJYxw6foSDxw7if2Q/B48d4NT5k5z/+hznLp3l8vffcObCaS5cPs/Vn69w4fJXXPz2At/+cJlvv/+GKz9c5spPl/nx1yvcfvAL98Nvcif4Gjfv/8idB9e4ce8Hrt24zI83vuGnm5e5G/wLEXGBhETd4XbgT/xy+wo/3/yWn29+y693vxeuv3WFH65/y693rvPDLz9y+fvvuPLzD5z/+jwXv71AQPBdQqNCCAp/QHDEA4JDAwgODeDu3V+4efMH7gVcJ+D+de4E/Exg0E3u3L3G/cAbwvlbP3Lr9k/cuXONgIBfuR94g3v3rnP7zjV+vfkTN2//QmDQHQKC73H7/i1uBdzk+p0bXLv1K7cD73Hj3k1+uPY9F7+9yJGThzlw9ABHTn78/fYd3DcIe9l3cB879u5w35ed+3awe/9u9vjv4dylc9wJvMO9oHvcuHuDn2/8xKXvLnHi7AlOnjvBlZ+ucO3mNe4F3eOXW7+w/7AfW3ZuYZffLnb57WLvgT0cOHoA/yP+HDjqz6HjQkOgvQeE+79t91b3396ycwsbt21ky64t7Ni7g+17t7Nl11a27trKrv272HtwH9v3bGfbnu3sO+THgWMH2XtwH/sP78f/qD/+R/3Zf2Q/fof92XvQj93797F9z2627NjB1p272bnXj137/Ni0bQcbt25j7YZNrN+8hTXr17N2wwbWbdrE8pUrWbl2DSvWrGHFGl+WrVzB4mVL8Fy2WBjrq4Q2iT5rfVi20ktwZ5Z7smylFyvXrmCl7woWe3uycOkCPJctYqnPUpYsX4zfwX2cOneK7Tu3sv/AHvz99/DV+ZOEhwWSmhLH06dJ3L33M7fvCD1Zr3x/kcCQ24RFP+BB+D1u3P+F+xH3CBMFExUXSvLjeB49TybtaRLxCZEEB98hMSmCT368d4WfA37gXuRdQuJDCU+IIDQunKCYUMLiI4l+KCJcFE5wTAixafHEP07k5oNbnL54mp1+O4Qny2pvVq5ezpcL5jBvwRyW+Sxl1ZoV+KxczuIli5i/aD4Llixg4dIFzFkw200Mi709WeztifeqZSx3ksK6zb5s3LaBtRvXsGbDanw3+7J+23o279rM1j1b2bZ3Gzv372Tf4X0cOH4A/2P++B/z5/DJwxw/c4Jzl87z/bUfuPLTFQ6fOMzOfTvYd3Afx88c49ylc1z9+Tt++vV7fvjle6789B2Xv7/M5e8vc+WnK/zwy1Wu/vwdP9/4kXtBd7gXdJc7gbcJiQziVsBN7gTeJjD0Prfv3+TugzsERwQREhlMWEwIYTHBBEUFEB73gNiUMOJSw0h4FEFscijhogCiRPcJjw0gTHSPqIQHJD2OIvlpDDFJIYRE3SU85j6ipFBESaFExgURGHaLB+F3iIqLICQyhPshDwiNCiUkMpiQyGCCIx4QlxJL6rMU4h/GEBcfSVJSNImJkSQlRZKSGiNUvE4KJTEpgqioQGJjg4mNDSE2LoSEhHDi40NJTAwnJSWG1FQRD1NiSEiMQhQXQXRsGBExYUSIwoWWegkxBIYFExwV5uzidZUrP11x4/tr33P156t89+N3fHP1G77+7msuXL7AuUvnOHvxLKfOn+LsxbOc+eoMx88c59T5Uxw9dZQzF87w9ZWvuXbzGrcCbnH3wV0CQwO5F3SPgOAAEpLjSUhJ4NGzRzx89JBrN69x7tI5vrn6DRe/vciFyxf4+srXXPruEl99/RVnL57l5LmTHDl5hANH/Dlw9AAnzp7g7MWzHD9zHP8j/uw7uI+9BwQi23fYjz0H9wrEcNSfPQf24nd4P0dOHeXE+ZOcOH+SUxdOc+bSWU5fPMOJc6c4fPIYB44dYf+Rw+w/coT9R45w4OhxTn11gRNnz3Ho2DH2HzqE/+HDXL56lVPnzrF15072HTjAvgMH8D98mEPHjuN/+Ci7/fzYumsHO/bucD7ktrN11xZ27N3Ojr072LprK1t2bmLrri3sPbAH/yN+7PLbxbbdW9nlt5Od+3awY+92/A7u4+jxw5w9f4qQ0EBiosJJiIsmNTmep0+SSE9PISwsgIjIB9wPvMn1mz8S8OAmtwOuc+v+dcJEQcQmRxGXEk1SWixPnqeQ+iyJ2MQIYmLDuB94k/ikcD756d4P3Aq9SXBcCEGxIYTGRxAiiiA4JpzgmAgiE2OIiI3gfuQDQmPDiUqI4k7QXb6/dpUTTvNxle8KoTW951yWrljKBmdAZ9O2jaxau4LlK7zw9lnKyrU+LPVZwmKfxYK1sH6Vk1WXsWrdStZvWef0rzeydqNgZm7esZnd/nvwP3KAA0cPcuDoQQ6dOMzJ86c49/VXnP/mAue+/ooL317iyk9X+fnGz8LkfnCLq9e+5cS5w5y+cJwfrn/HjXvXuB96h6CIAILCAwgIucvtwJvcDrxJYOg9wqKDCYoIICYxgoeP4olLjvn/qjrPNreNfMvPZ9ud3Xvv7Mwz47HHtixZOVo5tFK3OufIHECQBAiCAEGCEcyZbLY6KlqWJVm25nrunY/x2xdo9+68qKfAQpFVKACHfxxUnUM8KZNIK0iJMGFFIBDx4g97kNQwcUMmmVUxcnESaVvBKKaLSAkBMeZB1gT0jEy6oB7JvWdLOnpGJpmNUaimbL8IUyaZVUjlVTRTPlp6nC4kKFQz5CtpsqUU5WaBcrNApVWgGjcnWwAAE4tJREFUWM0cGe1k8xrFkkG5mqZUTlIqJak1MlRrJqWKgVU2MDMxMlmFfDGBVUpSqabJFxOY2RilSopKLU2lliZv6WTyGkZWRc/EiekSihFDTdvbMS2KK+BgenGSFcci655VHN41HN41nP4N1t0rOP32+K+7V1h1LrPqXGJxbY4VxyKrziUWVmdZdiyyuD7P3PI0jyYeML04yarLrusVXIhyEDkRwSwYWLU8tU6FWrtMMpPAJ3pwB504fRv/8ptTCxNMzo8zOfeEibknjM+MMjr5kMm5JyyszjI594SRx3e49/gOj8bv82RmlKn5cSbnx5maH2duZYaZpSnGZ8cYnXzI48mHjM+MMjk/zszSFNOLk0zOTfB44jEPxx/zYOwh49OTPJme5NH4GEtrK8wszvBg7CGPxh8zOjHKwuoiE7MT3L5/h5HH93kw9oCxqSdMzEzwZHqckccj3B+9z8MnDxibGuXeo5HDqPcmdx7c5e7Du9waucn1O1e5ee8qt+9f58bdq1y9dZlbI9cZeWzvvzVyjZH713n8ZARRCpA0E+QsE8PUSJoKZj6BZkhElQCCFMAf9rG4Ns/C8gxu3wbBiAfNkDELOmpKJpXXSJgyETWIakQQIx6yOZXf+WIeAnE/UlpGTEYJKCFCiShSMkZEkwhrElJSRjIUoppEWBFZ86xxf3SEK9cu2YDx5V/4n//xP/j9H3/P16e+5uSFk1y6cYkrNy5z8vRxvvr6cz77wgaIL459zlcnv+LE2ROcOHOcL4//jb9+9Rl/++YLTp0/yZmLp/nm1DE++/IvfHHsc06dP8WVG99x894tbo3c4f7jB4xOjjE+O8nUwgzTi7PMLM0xuzzPmmsdX8hre1pGvbgCayysTTG7PM6qax5vaINg1I0/7EKM+YkbEeJG9FA1OUIyF8fIxYkbUbKlJMWaSa5skK+kyFhJzKKOnomRzCoYORXNjJHKq5jFBOlCHCMXw8jF0EyJqBpASgRJ5eNY9TSlRoZiLU2+ksTIKegZiXzFoFBNkbE0cuUk+YpBuqAetV2smVRaeWqdItV2gWq7QKWVpzWo0N6sUu+WqHeKNNtFmu0clVqKUlmnUjVotHJUamlKFYNuv0S7W6RUSZLNxymWNFqdAs12nlIlSaWWolpP02zlqDWzlGtp0kWNZFYlnpIR4wJByYeeVQ5l6EWCUQ+RePDQW9SFT3TiDTnwCBv4RAch2UtUDRJVBSLxIF7RgTu4jk90Eoi4CSt+xJgfr+hgxTl36IOxxobXzj2C7VsqayE0UyZfSVHvlqi0CshaCG9oA6d/lXXPIksbs8wuTzCz9IS5lUkW1qZYXJ9h2THHinOOdc8SG95llh1zTC2MMbU4xsLa1GG9aZY2Zllct02aBcmDT3SwtDHL3MoEa+4FnP5VHL5l1tyLbHhWWVxbYG55jjXXKn7Rj1fwsupcweHdwOlzMLM4xcziFNMLk8wuTR9+nmZueZaJ2SfMr8yxtL7A/MosS+uLuAMuVhzLzK/MHdaZYmzqCaOTdgT1aPwBD5/c596jW4yM3mJ89iGPJu5yf+w2j8bvMbkwzuzSONOzj1ham8ET3EDWIhRqefKVLB7RxYprHkUXUVNRgkqAoOzH4V9j3bWMkghjpBWyeR0joxKK+QkrQcS4n2giiKKJKImQDRghLUBQDRAzFWIZFSEuElRCCHERIS4eTuJSSJVNUlaaWDLGqmuVa7ev2mBwSCr92x//N3/4yx84dvoYZy6f4c7D24eGrme4cPkcp87ZRNbX337F6UunuXT9EpeuXeTc5bOcvnCKk+e+5dT5k5w6f9KOTk4d45tTNu9w4+6No9B2YnaCVecqTr8Lj+DFJ/pxBz04vE68ghchKhCSg4Rk/+FFGyCs+BAkN7IWIpGOEjfCJLMxcuUkxVqaQjWFVTcpNTJYdROzmKDazlPv2k71zX4Jq24e3dBGTjkECXvbyMUOVZlVsiXtSKU5X0lSqBpkLBtQfkuaGSWRjpCxEuTKOmZRxSzGyZV1rHqaereAVbfdxHtP6/S3G3SGVRo9i0or9y/96mxW6A0rdPslGu0s9UaadidHb2DR6RXob1bY3W+zvdeg3ctTrhnUWyZb2zV29pr0h7YEY29gMdgq0+kXqXdy5Eo66byKkU+gpiSUZJh8xaA1KFOoGJjFBLopI8a8xPQQUTWAK7BCWPGhJEUS6ejRWGumhJqKoCRFomqAqBpA1gRkTUCMeREk99F5+m2/T9zAG1onGHURkj3E9BAZS6NQTRE3wvjEDRy+JVyBlaPkEzcIRl2HRj0OAhEnYsx7dP7t7yyz4pxlcX2KhbVJlh0zrLnn2fAu4vQvE4g4ESQ3/rADf9hBJO5HjHnxiRuIMS9qSiIcE3B4N1hxLOMJuglJAl7Bg8vvxB1wMr8yw9T8OOOzYyytz+MJOo8irpklOzLb8Kzi8K4TjASIKCJ+0Ysn6MIX8uIOuFl3r7PqXGV5Y4mZRRt0phbGmVkaZ92zyNzKOI8n7/Jw/DaLGzMsrk8zvzyOpIYwrST5WpZcNYee05lcHOfGg6tE1CBpS2fNv8qicx6Hfw2/6CZTSFIsmxhmHEkNEYh48Iac+CJORMWPFA+iqALJlMTvIoaIqIWImQpq1n4L4o36WQ84cAgu3GEvQUUgkdMxSyayJjO3NMPFqxc4cfIYf/7rnw5fxf0bXxz7nG/PneDKzcvMLEwxPvOEKzcuc/3ONa7cvMLx099w/Nxxzlw+w7krZ7l49QJnLp3h3OWznLt8lq9OfMnnxz7n1PmTXLl5mSs3LnPp+iXuj40wtzzL3PIsK45lgpEAckIinlRQjThyQkJSI8iajKLLxA2JRFomkY6SzMqk8jH0TJRUXiFX1inWDKx6CqueptbJ094s092q0OxbVNs5WgPLdgTvFug9rbF1YLvWl5sZsiUNs6hSapo0+xa1Tp5qO3ckuFqoGpQaJsVaikavSL1bIF81KNZSFKoGhapBrqyTryQpNczDiMOOTLL/H2DUuwXKzQzlZoZm36IzrNAZVmhvlmgNLFqDEp1hhd7TKv2tCoNhmd7QYjC0eLpTZXuvzvZejYPnXfafd9g9aLCzb5ft7NfZPWiwvVdjsFVisGXRHxbpDYu0ejlqTZOcpZKxEmRLGsWaPVbZkoZVNUjnFcyiip6RkBIBEukwajpsm+OkwiSzEmoqjJIMkUhHMHIxUnkFPSsRSwrIWgBJC6CmwuhZCbOoUqgmSRfjyFoQMeYhFHMTVjzE9CBK0uZ5/OENxENPDTHmIax4iKp+YrqArAeJp0RiuoAgufBHNghGHURUHzFdQE2JaGYEPSsha0HbtSzqJCg5CStelKSAkhSQEn70jISRixFP2ZySYoSIqn70TPQQ/DU0M44v5MYbchNVw4cmz7ZLui/swhVYIxBxE1UFYnqYcDyIP+xmzb2IK7COO+DAK7gRogE8QRd+0Us4FkaUQ3hDHlwBJ17BQyDsxxN04/Cu4wo48AjruAIrLG1MMb34iMn5ByysTTAx95Cx6ftICYFGv0rraYtKv0a+WSSajBBKhNDyKkHZw8zaFC5hw15cptjiOVoqhij5EWU/YixAUPIhxLxEEwJqMkJCD9tTw5VMlIguEtbCyCkFNasRVEJsBJ2sBzZYci+z6lvDJwWIahLekIfH4w+5cOksx45/yZ8/+yP/699txvbbsye4fuca3928wsziNJ6gm9HJxzaTfus7zl45y7W71/ju9necuniKi9cvcvzscfsx5uIpjp0+xjdnvuHCtfPcvH+Dm/dv8N3t77j98DZzy7M4vBv4RR/ReISYJiOr0SNSLpFSMbJJslYaq5475As0kjmZhBnGyEukC3EKNYNKO4PVSFGsG1Q7WdrDEp2tMt2nFZqDIu1hic29Bq1Ni8FunZ0XXYb7TRr9ArVulka/QHNQpPu0wuZek86wQqlhYtXTtAYlWoMSlVaWajtHtZ2j1DApNzNHZa1BicFOg+Fei9agRLakUagaVFtZMlaCYi1Fa1Ci0SuSK+tUWlmafYv2Zpn2ZplGr0izb9HatGhvWvSGFpvbZbb3auwd1Hn+os2L111eft/jxfcDXrzu8exlm+evOrz+YcCL112G2yWanTTVhk53kKM7yNHpZ2i0U1TqSfKlOJlSnHRRoVg3sBopTCtO1lIwCzGsZppcRUPPRoinQqhpET1rk7yZkkqmFCdhhkmYYZI5CVkPEI57CMc9SJofSfOjpkXUtHhEAMt6AFFxE4q5EGQnEdVLPBVCz0aJqF684ir+yDqB6AYR1UvCDKMYArFkkGjCi6wHUAwBSfMjKm6CkgNBdhJVvSRzEvmqTrWTxWqkyJRUjLyMlokc9fO3vuSr+lF/FEPAyMskc1G0TAQ1FUJJhtAzMWJ6BEHyEYkLNu+VV/+FizJycVJ5m+NKFxKk8iqReAAx5sMrOHH5Hfbjc9hHTJNQDYVoPExQCuKP+PGIXlwBJw7vBg7vOv6wm5DsxSOs4AwssuKaZnZ1lAfjN7hw7ST3x2+jmhLVXpl8s0BlUKPQtjBrJrql4464WXIv4Ik6UE0JLauQMBWSWZVI3J7tmUjHkDSRsCogJ8PoWYVULo6ZVW3AUM0Y0USYoBwkrEcxrDQRTcYvC/ikAA7BBg6v6EWQRNY9Du48uMvZc6f55sQx/vrFZ/zxz/+H//jzH/jy+FdcvXWV63du8HhiFIfXwaprnYdPHnHp+hXOXj7PtTvX+e7WVU6cPcmVG1c4ce44f/riT3z17ZdcvH6RWw9ucefRbcZmRplcmODBxANGRu8xsziFO2C/sZATEnE9hpKQkBQRRZNIZXSyhRTFSgarYlKqpSnVUljVJKVaEquWxKoa1Ds5+k/LtPt5Wr0cnc2ifcPtVNl70WH7oEl3aDHcrfF0v8HTvTr9p2XqnQzlukG9k2G4U+XZqx4Hr3ps7dXpbpZo9Qp0BhbDnQabO3U6A4vuZpl2v0i9naXRyR3V6Qws+lsVdg7abO+36QxKtPsWrV6RUs2g0jRpdgv0hmU2t+ts7tTpP63SGVi0+0W6m2V6wzK97SrD3TqbT8sMtors7Fd48arF6zddfvzwlJ9+2ef7d0NbAu7nPV696R8BRn9YoNZM0uyk6fSz9DYL9Ic5uv0Mvc2Cfdw71SMA7e1UGO7W6A0tOoMCw90azW6WZi/HYLtCq5en0cnY49QwqDRTdAYFelsl+lsl6m0Tq6ph1XRK9STVZopKw6BUT1Jrm7R6ebtOTbdBKS9h5iUKZZVMMYaRCZPKRkjnomjpEImUgJ4OoaUEFN2PnPCiaD6SpkimGCOVi9rlqoeEESRrKVSaKRrdLM1ulkrDoFjVKJRVihU7L1QSlGo6mYKMkQlj5iUyBRkzL5NICcSTfnQzjGrYHqVxPYyqR5BVgUw+QbmWJl9KUqqaNsmYksgUEkeGz6lsHC0lEVMFhIibYNiDlBDRM3EyxRRGVieihBEVkWgiQkDys+5ZY8OzjldwEQi7CclufOIaguQgEFljzT3NvdEr3Bi5wLp/kWwthVlNY9azdA8G1LYa5FpF9FISMSkSSgiIiRCCGiQge5E0u31BChCM+FGSMuG4iBgPETOiGPkE6byGmdPQkzK/U9Mq4XgYT8hLUAqRKeWIpzQEJUJIjRBUBPxygEBEIByL4vS5uHP/Lhcunefi5QucPnuKL7/+G19+/Te+PXuSW3dv8WjsEeOzk6y51vGHg6x5HDyeHufe2EMeTY0xNjvJnccjPJwc4+7oCGevnufstfPcHbvH7Nosi85FnIITvxTAG/biCbkJyUG0dBwjq5MrZbCqeaxKjqKVoVzJ02yX6Q7qDIZNml3bLq4zsNjeb/Li+wHPXvV59qrP67dPefNumxffDzh42eX56z4vvh/w+u0W7z7u8/7nA9682+bth13efdznx5/22D1o0t8qMdypsvusxeu3W3z45Rkffj7gh3fb/PB+lw+/POPth11ev93i+x+f2u38uM2bd9t8/+PTo/TD+x3evNvhx5/2+fSP1/z6zx/49I/XvP/5GT+83+WH9zuHud3+h1+e8e7jPm8/7PHmsK2fPj3n4yd7YdeHTy/46dMzPn7a59Ovz/ivf9oiMbafxjv+/o+XR+nnvz/j1/+2xZntJdl7/PTLPu8/7tpiR//5jI+fdvnw8w6f/uslf//nG37+9RXvfnlm+2Z83Ofdxz1+/GmHHw+P9d3HfX759dXRuL3/+YCPf3/Bx0/P+enTc97/fMDbD7u8fb/Dm3fbvHyzycs3m7x+u8Xrt1u8+mHI67dbvH2/c1Tnt7I377b58cMur34YcvCyy8HLLs9e9dh91mJzu3IYWVXY2q2yuV2hv1Vic7vC090aO/sNtg4BrrtZZLhTZWu3xt7zFgcvu+w+a7Fz8P9Erbf3G+wcNNl/0aF7+Cfy2/Wxe9BksF1mc7vMzkGL4U6ddr9IrZGlXMtQbeQYbNUYbtfpb9UZbrfpDqrUmnm6gyqDrQbNjoVVSVOqmpSqJlbFxKpkqDTyNHoVmv0atU6ZYjVHsV4gW86QLqZI5nRSeYN0IUkyF0fPxYinQmjZKFo2QiwVxB9dxxdZR0mJpCu2Nm+6ZtLa69DYblMa1MjUc+RbBbKNDKIuElQCuAQHbsGJKNvTA6R4lEg8jD8SICSHiCYiaKZKOp8kk0uSSqn8X7uFYgRT/p4YAAAAAElFTkSuQmCC" /></p> <h6 class="rtecenter">Henrietta and Polly at Down House.</h6> <p>Darwin's favourite dog of all was Polly. He adopted her when his daughter Henrietta moved away after marriage. It is surely Polly whom he had in mind when he wrote to a correspondent: "<a href="/letter/?docId=letters/DCP-LETT-13889.xml">I most heartily subscribe to what you say about the qualities of Dogs. I have one whom I love with all my heart</a>".</p> </div></div></div><div class="field field-name-field-terms field-type-taxonomy-term-reference field-label-above"><div class="field-label">Terms: </div><div class="field-items"><div class="field-item even"><a href="/commentary/curious" typeof="skos:Concept" property="rdfs:label skos:prefLabel" datatype="">For the curious...</a></div></div></div><div class="field field-name-field-term-related-letters field-type-text field-label-above"><div class="field-label">Related letters: </div><div class="field-items"><div class="field-item even">46</div><div class="field-item odd">13889</div></div></div><div class="field field-name-field-bibliography field-type-text-long field-label-above"><div class="field-label">Further information: </div><div class="field-items"><div class="field-item even"><p>On Darwin and the vivisection debate, <a href="https://www.darwinproject.ac.uk/commentary/life-sciences/darwin-and-vivisection"><em>Correspondence</em>, vol. 23, Appendix VI</a></p> </div></div></div><div class="field field-name-field-related-bibliographic-refe field-type-text field-label-above"><div class="field-label">Related bibliographic reference: </div><div class="field-items"><div class="field-item even"><div class="bibliography even"> <i>Descent</i>: <i>The descent of man, and selection in relation to sex.</i> By Charles Darwin. 2 vols. London: John Murray. 1871.</div></div></div></div> </div> </div> </div> </div> </div> </div> </div> <div class="campl-column3 campl-secondary-content "> <div class="region region-sidebar"> <div id="block-menu-block-3" class="block block-menu-block"> <div class="campl-content-container campl-no-bottom-padding"> <div class="campl-heading-container"> <h2>In this section:</h2> </div> </div> <div class="campl-content-container"> <div class="menu-block-wrapper menu-block-3 menu-name-main-menu parent-mlid-0 menu-level-3"> <ul class="menu"><li class="first leaf menu-mlid-4189 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/darwin_beagle_new_0.gif?itok=Uocw95Do)"><a href="/commentary/curious/cordillera-beagle-expedition" title="">Cordillera Beagle expedition</a></li> <li class="leaf menu-mlid-4192 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/darwin_family_table_new.gif?itok=_OtfV-Xt)"><a href="/commentary/curious/darwin-family" title="">The Darwin family</a></li> <li class="leaf menu-mlid-4195 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/auxanometer.gif?itok=nc_ei2FO)"><a href="/commentary/curious/darwin-s-plant-experiments" title="">Darwin’s plant experiments</a></li> <li class="leaf menu-mlid-4198 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/darwin_behind_the_scenes.png?itok=sQe-ofzZ)"><a href="/commentary/curious/behind-scenes" title="">Behind the scenes</a></li> <li class="leaf menu-mlid-4201 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/religion.mp4_.gif?itok=ZAdkXSOP)"><a href="/commentary/curious/darwin-s-networks" title="">Darwin’s Networks</a></li> <li class="leaf menu-mlid-4204 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/HMS-Beagle.gif?itok=WLlBu_Sr)"><a href="/commentary/curious/darwin-and-beagle-voyage" title="">Darwin and the Beagle voyage</a></li> <li class="leaf menu-mlid-4207 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/interior-armchair.jpg?itok=1NMtbRxE)"><a href="/commentary/curious/darwin-and-working-home" title="">Darwin and working from home</a></li> <li class="leaf menu-mlid-4210 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/thoseotheranimal00hentiala_0143.jpg?itok=zsJqwgai)"><a href="/commentary/curious/darwin-cats-and-cat-shows" title="">Darwin, cats and cat shows</a></li> <li class="leaf active-trail active menu-mlid-4213 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/polly-expression3.png?itok=NUqFyBRS)"><a href="/commentary/curious/darwin-and-dogs" title="" class="active-trail active">Darwin and dogs</a></li> <li class="leaf menu-mlid-4216 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/Darwin%20Coat.jpg?itok=4FDclVx0)"><a href="/commentary/curious/darwins-illness" title="">Darwin's illness</a></li> <li class="leaf menu-mlid-4219 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/Drosera.png?itok=sWD-7k2x)"><a href="/commentary/curious/plant-or-animal-or-don-t-try-home" title="">Plant or animal? (Or: Don’t try this at home!)</a></li> <li class="last leaf menu-mlid-4222 with-rh-icon" style="background-image:url(https://www.darwinproject.ac.uk/sites/default/files/styles/rh-icon/public/Partridge%20foot.jpg?itok=dANiysmI)"><a href="/commentary/curious/strange-things-sent-darwin-post" title="">Strange things sent to Darwin in the post</a></li> </ul></div> </div> </div> <div id="block-cudl-related-letters" class="block block-cudl"> <div class="campl-content-container campl-no-bottom-padding"> <div class="campl-heading-container"> <h2>Related letters</h2> </div> </div> <div class="campl-content-container"> <div class="letter even"> <h3><a href="/letter/?docId=letters/DCP-LETT-46.xml">To W. D. Fox [19 August 1828]</a></h3> <div class="summary"><p>Accepts invitation to a Music Meeting at Osmaston, Derbyshire.</p><p>Entomological news and queries.</p><p>Has taken up angling.</p></div> </div><div class="letter odd"> <h3><a href="/letter/?docId=letters/DCP-LETT-13889.xml">To ? 19 May [1871]</a></h3> <div class="summary"><p>Thanks for references about dogs. Fears work will not allow him to deal with subject again. Heartily subscribes to what correspondent says about qualities of dogs. Loves his "with all my heart".</p></div> </div> </div> </div> <div id="block-cudl-related-people" class="block block-cudl"> <div class="campl-content-container campl-no-bottom-padding"> <div class="campl-heading-container"> <h2>Related people</h2> </div> </div> <div class="campl-content-container"> <div class="people even"> <h3><a href="/letter/?docId=nameregs/nameregs_1225.xml">Darwin, H. E.Litchfield, H. E.</a></h3> <div class="date">1843–1927</div> <div class="summary">CD’s daughter. Married Richard Buckley Litchfield in 1871. Assisted CD with his work. Edited Emma Darwin (1904) and (1915).</div> </div> <div class="people odd"> <h3><a href="/letter/?docId=nameregs/nameregs_5026.xml">Wedgwood, Josiah, II</a></h3> <div class="date">1769–1843</div> <div class="summary">Master-potter. Emma Darwin’s father. Partner in the Wedgwood pottery works at Etruria, Staffordshire, 1795–1841. Resident at Maer Hall, Staffordshire. Whig MP for Stoke-on-Trent, 1832–4.</div> </div> </div> </div> <div id="block-views-my-sidebar-block" class="block block-views"> <div> <div class="view view-my-sidebar view-id-my_sidebar view-display-id-block view-dom-id-9086ec0efa5e6118b2ee9c1d6bf2f6a5"> <div class="view-content"> <div class="views-row views-row-1 views-row-odd views-row-first views-row-last"> <div class="views-field views-field-field-side-text"> <div class="field-content"><h3>Further information</h3> <p><a href="https://www.darwinproject.ac.uk/commentary/life-sciences/darwin-and-vivisection">Learn more about Darwin and vivisection</a></p> <p><a href="https://www.darwinproject.ac.uk/darwins-works-letters/descent">Read about the writing of <em>Descent of man</em></a></p> <p><a href="https://www.darwinproject.ac.uk/letters/darwins-life-letters/darwin-letters-1871-emptying-nest">Find out about Darwin's life in 1871</a></p> <p><a href="https://www.darwinproject.ac.uk/darwins-works-letters/expression">More on <em>Expression of emotions in man and animals</em></a></p> <hr /> <p><a data-remodal-target="modal1" href="https://www.darwinproject.ac.uk/commentary/curious/darwin-and-working-home" target="_blank"><img alt="View of Darwin's study showing his armchair and table" src="https://www.darwinproject.ac.uk/sites/default/files/interior-armchair.jpg" style="border: none; width: 265px; height: 129px;" /></a></p> <p><a href="https://www.darwinproject.ac.uk/commentary/curious/darwin-and-working-home">See how Darwin worked from home with our interactive of his study and garden at Down House.</a></p> </div> </div> </div> </div> </div> </div> </div> <div id="block-block-57" class="block block-block"> <div class="campl-content-container campl-no-bottom-padding"> <div class="campl-heading-container"> <h2>Darwin's letters: a timeline</h2> </div> </div> <div class="campl-content-container"> <p><a href="/letters/darwins-letters-timeline"><img alt="Timeline of letters to and from represented as a chart" src="/sites/all/modules/darwin_letter_timeline/timeline-promo.png" /></a></p> <p><a href="/letters/darwins-letters-timeline">Explore the letters to and from Charles Darwin over time</a></p> </div> </div> <div id="block-darwin-sharing-darwin-sharing-follow" class="block block-darwin-sharing"> <div class="campl-content-container">  <div class="social-media-follow"><a class="icon-sm darwin-twitter" href="https://twitter.com/mydeardarwin?lang=en" target="_blank"><i class="fab fa-twitter"></i> Follow on Twitter</a> <a class="icon-sm darwin-facebook" href="https://www.facebook.com/MyDearDarwin/" target="_blank"><i class="fab fa-facebook-f"></i> Follow on Facebook</a> <a class="icon-sm darwin-instagram" href="https://www.instagram.com/mydeardarwin/"><i class="fab fa-instagram"></i> Follow on Instagram</a></div>  </div> </div> </div> </div> </div> </div> <div class="campl-row campl-local-footer"> <div class="campl-wrap clearfix"> <div class="campl-column3 campl-footer-navigation"> <div 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