123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379 |
- <?xml version="1.0" encoding="utf-8" standalone="no"?>
- <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
- <!-- Created with matplotlib (http://matplotlib.org/) -->
- <svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
- <style type="text/css">
- *{stroke-linecap:butt;stroke-linejoin:round;}
- </style>
- </defs>
- <g id="figure_1">
- <g id="patch_1">
- <path d="M 0 309.883863
- L 384.435181 309.883863
- L 384.435181 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 18.697188 37.546752
- L 372.281346 37.546752
- L 372.281346 12
- L 18.697188 12
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_1">
- <g id="xtick_1"/>
- <g id="xtick_2"/>
- <g id="xtick_3"/>
- <g id="xtick_4"/>
- <g id="xtick_5"/>
- <g id="xtick_6"/>
- </g>
- <g id="matplotlib.axis_2"/>
- <g id="line2d_1">
- <path clip-path="url(#p21fc37df79)" d="M 18.697188 23.198273
- L 372.281346 23.198273
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#p21fc37df79)" d="M 18.697188 23.64118
- L 20.221257 23.995298
- L 21.745327 24.198903
- L 23.269396 23.993993
- L 24.793466 24.056472
- L 26.317536 24.259443
- L 27.841605 24.101275
- L 32.413814 24.170419
- L 33.937884 24.023795
- L 36.986023 23.98245
- L 38.510093 23.811232
- L 40.034163 23.919959
- L 41.558232 23.838525
- L 44.606372 23.936139
- L 47.654511 23.903272
- L 49.17858 23.907288
- L 50.70265 24.026671
- L 52.22672 23.931464
- L 55.274859 24.062731
- L 56.798929 23.987747
- L 58.322998 24.086033
- L 59.847068 23.941511
- L 62.895207 23.848268
- L 64.419277 23.658931
- L 78.135904 23.740416
- L 85.756252 23.459888
- L 87.280322 23.626431
- L 91.852531 23.366645
- L 93.3766 23.698565
- L 96.42474 24.022642
- L 97.948809 24.12094
- L 102.521018 23.823333
- L 104.045088 23.88405
- L 105.569157 23.710158
- L 107.093227 23.883822
- L 108.617297 23.842769
- L 111.665436 23.943627
- L 116.237645 24.114073
- L 117.761715 24.353826
- L 119.285784 24.257238
- L 120.809854 24.407385
- L 122.333924 24.285747
- L 126.906133 24.368828
- L 128.430202 24.376241
- L 129.954272 24.269972
- L 131.478341 24.369171
- L 133.002411 24.211041
- L 134.526481 24.276485
- L 136.05055 24.183508
- L 139.09869 24.166681
- L 143.670899 24.004649
- L 145.194968 24.166238
- L 146.719038 24.083068
- L 148.243108 24.183901
- L 152.815317 24.096081
- L 154.339386 23.854338
- L 155.863456 23.9425
- L 158.911595 23.684513
- L 160.435665 23.746472
- L 161.959734 23.690177
- L 163.483804 23.499737
- L 165.007874 23.590155
- L 166.531943 23.855098
- L 168.056013 23.970945
- L 169.580083 24.209419
- L 174.152292 23.96309
- L 175.676361 23.672818
- L 180.24857 23.371333
- L 184.820779 23.547594
- L 190.917058 23.358029
- L 193.965197 23.07664
- L 195.489267 22.828853
- L 197.013336 22.953456
- L 198.537406 22.879751
- L 200.061476 23.231133
- L 201.585545 23.316925
- L 204.633685 23.764439
- L 207.681824 23.91209
- L 209.205894 23.796864
- L 215.302172 24.031245
- L 216.826242 23.918337
- L 218.350311 24.031156
- L 219.874381 23.931806
- L 221.398451 24.084842
- L 222.92252 23.970299
- L 224.44659 24.039202
- L 225.97066 23.809293
- L 227.494729 24.187081
- L 229.018799 24.084867
- L 230.542869 23.65309
- L 233.591008 23.137319
- L 235.115078 23.343584
- L 236.639147 23.757382
- L 241.211356 24.553908
- L 242.735426 24.593973
- L 251.879844 23.84799
- L 254.927983 23.763907
- L 261.024262 23.753403
- L 262.548331 23.83651
- L 264.072401 23.74556
- L 265.596471 23.840818
- L 273.216819 23.661262
- L 274.740888 23.460965
- L 276.264958 23.087118
- L 277.789028 23.398892
- L 280.837167 23.064159
- L 282.361237 23.025577
- L 283.885306 23.180627
- L 285.409376 23.515322
- L 286.933446 23.557895
- L 288.457515 23.727999
- L 293.029724 23.513105
- L 294.553794 23.283108
- L 297.601933 23.26547
- L 302.174142 23.802236
- L 305.222281 23.983008
- L 306.746351 24.11681
- L 311.31856 23.910861
- L 317.414839 23.666964
- L 318.938908 23.529868
- L 321.987048 23.581045
- L 323.511117 23.483671
- L 325.035187 23.520352
- L 328.083326 23.32933
- L 332.655535 23.001237
- L 334.179605 22.826407
- L 335.703674 22.808859
- L 337.227744 23.210036
- L 340.275883 23.552726
- L 341.799953 23.723197
- L 343.324023 23.748259
- L 344.848092 23.90165
- L 346.372162 23.826234
- L 347.896232 23.95536
- L 357.040649 23.558364
- L 366.185067 24.060362
- L 367.709137 23.899356
- L 372.281346 23.721195
- L 372.281346 23.721195
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 18.697188 25.935276
- L 29.974688 25.935276
- Q 32.374688 25.935276 32.374688 23.535276
- L 32.374688 15.792776
- Q 32.374688 13.392776 29.974688 13.392776
- L 18.697188 13.392776
- Q 16.297188 13.392776 16.297188 15.792776
- L 16.297188 23.535276
- Q 16.297188 25.935276 18.697188 25.935276
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GS -->
- <defs>
- <path d="M 59.515625 10.40625
- L 59.515625 29.984375
- L 43.40625 29.984375
- L 43.40625 38.09375
- L 69.28125 38.09375
- L 69.28125 6.78125
- Q 63.578125 2.734375 56.6875 0.65625
- Q 49.8125 -1.421875 42 -1.421875
- Q 24.90625 -1.421875 15.25 8.5625
- Q 5.609375 18.5625 5.609375 36.375
- Q 5.609375 54.25 15.25 64.234375
- Q 24.90625 74.21875 42 74.21875
- Q 49.125 74.21875 55.546875 72.453125
- Q 61.96875 70.703125 67.390625 67.28125
- L 67.390625 56.78125
- Q 61.921875 61.421875 55.765625 63.765625
- Q 49.609375 66.109375 42.828125 66.109375
- Q 29.4375 66.109375 22.71875 58.640625
- Q 16.015625 51.171875 16.015625 36.375
- Q 16.015625 21.625 22.71875 14.15625
- Q 29.4375 6.6875 42.828125 6.6875
- Q 48.046875 6.6875 52.140625 7.59375
- Q 56.25 8.5 59.515625 10.40625
- z
- " id="DejaVuSans-47"/>
- <path d="M 53.515625 70.515625
- L 53.515625 60.890625
- Q 47.90625 63.578125 42.921875 64.890625
- Q 37.9375 66.21875 33.296875 66.21875
- Q 25.25 66.21875 20.875 63.09375
- Q 16.5 59.96875 16.5 54.203125
- Q 16.5 49.359375 19.40625 46.890625
- Q 22.3125 44.4375 30.421875 42.921875
- L 36.375 41.703125
- Q 47.40625 39.59375 52.65625 34.296875
- Q 57.90625 29 57.90625 20.125
- Q 57.90625 9.515625 50.796875 4.046875
- Q 43.703125 -1.421875 29.984375 -1.421875
- Q 24.8125 -1.421875 18.96875 -0.25
- Q 13.140625 0.921875 6.890625 3.21875
- L 6.890625 13.375
- Q 12.890625 10.015625 18.65625 8.296875
- Q 24.421875 6.59375 29.984375 6.59375
- Q 38.421875 6.59375 43.015625 9.90625
- Q 47.609375 13.234375 47.609375 19.390625
- Q 47.609375 24.75 44.3125 27.78125
- Q 41.015625 30.8125 33.5 32.328125
- L 27.484375 33.5
- Q 16.453125 35.6875 11.515625 40.375
- Q 6.59375 45.0625 6.59375 53.421875
- Q 6.59375 63.09375 13.40625 68.65625
- Q 20.21875 74.21875 32.171875 74.21875
- Q 37.3125 74.21875 42.625 73.28125
- Q 47.953125 72.359375 53.515625 70.515625
- z
- " id="DejaVuSans-53"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_2">
- <g id="patch_4">
- <path d="M 280.129663 22.799651
- L 365.209663 22.799651
- Q 366.409663 22.799651 366.409663 21.599651
- L 366.409663 17.728401
- Q 366.409663 16.528401 365.209663 16.528401
- L 280.129663 16.528401
- Q 278.929663 16.528401 278.929663 17.728401
- L 278.929663 21.599651
- Q 278.929663 22.799651 280.129663 22.799651
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 520.669 $\bullet$ mean: 515.936 $\bullet$ $\sigma$: 1.628 -->
- <defs>
- <path d="M 52 44.1875
- Q 55.375 50.25 60.0625 53.125
- Q 64.75 56 71.09375 56
- Q 79.640625 56 84.28125 50.015625
- Q 88.921875 44.046875 88.921875 33.015625
- L 88.921875 0
- L 79.890625 0
- L 79.890625 32.71875
- Q 79.890625 40.578125 77.09375 44.375
- Q 74.3125 48.1875 68.609375 48.1875
- Q 61.625 48.1875 57.5625 43.546875
- Q 53.515625 38.921875 53.515625 30.90625
- L 53.515625 0
- L 44.484375 0
- L 44.484375 32.71875
- Q 44.484375 40.625 41.703125 44.40625
- Q 38.921875 48.1875 33.109375 48.1875
- Q 26.21875 48.1875 22.15625 43.53125
- Q 18.109375 38.875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.1875 51.21875 25.484375 53.609375
- Q 29.78125 56 35.6875 56
- Q 41.65625 56 45.828125 52.96875
- Q 50 49.953125 52 44.1875
- z
- " id="DejaVuSans-6d"/>
- <path d="M 34.28125 27.484375
- Q 23.390625 27.484375 19.1875 25
- Q 14.984375 22.515625 14.984375 16.5
- Q 14.984375 11.71875 18.140625 8.90625
- Q 21.296875 6.109375 26.703125 6.109375
- Q 34.1875 6.109375 38.703125 11.40625
- Q 43.21875 16.703125 43.21875 25.484375
- L 43.21875 27.484375
- z
- M 52.203125 31.203125
- L 52.203125 0
- L 43.21875 0
- L 43.21875 8.296875
- Q 40.140625 3.328125 35.546875 0.953125
- Q 30.953125 -1.421875 24.3125 -1.421875
- Q 15.921875 -1.421875 10.953125 3.296875
- Q 6 8.015625 6 15.921875
- Q 6 25.140625 12.171875 29.828125
- Q 18.359375 34.515625 30.609375 34.515625
- L 43.21875 34.515625
- L 43.21875 35.40625
- Q 43.21875 41.609375 39.140625 45
- Q 35.0625 48.390625 27.6875 48.390625
- Q 23 48.390625 18.546875 47.265625
- Q 14.109375 46.140625 10.015625 43.890625
- L 10.015625 52.203125
- Q 14.9375 54.109375 19.578125 55.046875
- Q 24.21875 56 28.609375 56
- Q 40.484375 56 46.34375 49.84375
- Q 52.203125 43.703125 52.203125 31.203125
- z
- " id="DejaVuSans-61"/>
- <path d="M 54.890625 54.6875
- L 35.109375 28.078125
- L 55.90625 0
- L 45.3125 0
- L 29.390625 21.484375
- L 13.484375 0
- L 2.875 0
- L 24.125 28.609375
- L 4.6875 54.6875
- L 15.28125 54.6875
- L 29.78125 35.203125
- L 44.28125 54.6875
- z
- " id="DejaVuSans-78"/>
- <path d="M 11.71875 12.40625
- L 22.015625 12.40625
- L 22.015625 0
- L 11.71875 0
- z
- M 11.71875 51.703125
- L 22.015625 51.703125
- L 22.015625 39.3125
- L 11.71875 39.3125
- z
- " id="DejaVuSans-3a"/>
- <path id="DejaVuSans-20"/>
- <path d="M 10.796875 72.90625
- L 49.515625 72.90625
- L 49.515625 64.59375
- L 19.828125 64.59375
- L 19.828125 46.734375
- Q 21.96875 47.46875 24.109375 47.828125
- Q 26.265625 48.1875 28.421875 48.1875
- Q 40.625 48.1875 47.75 41.5
- Q 54.890625 34.8125 54.890625 23.390625
- Q 54.890625 11.625 47.5625 5.09375
- Q 40.234375 -1.421875 26.90625 -1.421875
- Q 22.3125 -1.421875 17.546875 -0.640625
- Q 12.796875 0.140625 7.71875 1.703125
- L 7.71875 11.625
- Q 12.109375 9.234375 16.796875 8.0625
- Q 21.484375 6.890625 26.703125 6.890625
- Q 35.15625 6.890625 40.078125 11.328125
- Q 45.015625 15.765625 45.015625 23.390625
- Q 45.015625 31 40.078125 35.4375
- Q 35.15625 39.890625 26.703125 39.890625
- Q 22.75 39.890625 18.8125 39.015625
- Q 14.890625 38.140625 10.796875 36.28125
- z
- " id="DejaVuSans-35"/>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- <path d="M 31.78125 66.40625
- Q 24.171875 66.40625 20.328125 58.90625
- Q 16.5 51.421875 16.5 36.375
- Q 16.5 21.390625 20.328125 13.890625
- Q 24.171875 6.390625 31.78125 6.390625
- Q 39.453125 6.390625 43.28125 13.890625
- Q 47.125 21.390625 47.125 36.375
- Q 47.125 51.421875 43.28125 58.90625
- Q 39.453125 66.40625 31.78125 66.40625
- z
- M 31.78125 74.21875
- Q 44.046875 74.21875 50.515625 64.515625
- Q 56.984375 54.828125 56.984375 36.375
- Q 56.984375 17.96875 50.515625 8.265625
- Q 44.046875 -1.421875 31.78125 -1.421875
- Q 19.53125 -1.421875 13.0625 8.265625
- Q 6.59375 17.96875 6.59375 36.375
- Q 6.59375 54.828125 13.0625 64.515625
- Q 19.53125 74.21875 31.78125 74.21875
- z
- " id="DejaVuSans-30"/>
- <path d="M 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <path d="M 33.015625 40.375
- Q 26.375 40.375 22.484375 35.828125
- Q 18.609375 31.296875 18.609375 23.390625
- Q 18.609375 15.53125 22.484375 10.953125
- Q 26.375 6.390625 33.015625 6.390625
- Q 39.65625 6.390625 43.53125 10.953125
- Q 47.40625 15.53125 47.40625 23.390625
- Q 47.40625 31.296875 43.53125 35.828125
- Q 39.65625 40.375 33.015625 40.375
- z
- M 52.59375 71.296875
- L 52.59375 62.3125
- Q 48.875 64.0625 45.09375 64.984375
- Q 41.3125 65.921875 37.59375 65.921875
- Q 27.828125 65.921875 22.671875 59.328125
- Q 17.53125 52.734375 16.796875 39.40625
- Q 19.671875 43.65625 24.015625 45.921875
- Q 28.375 48.1875 33.59375 48.1875
- Q 44.578125 48.1875 50.953125 41.515625
- Q 57.328125 34.859375 57.328125 23.390625
- Q 57.328125 12.15625 50.6875 5.359375
- Q 44.046875 -1.421875 33.015625 -1.421875
- Q 20.359375 -1.421875 13.671875 8.265625
- Q 6.984375 17.96875 6.984375 36.375
- Q 6.984375 53.65625 15.1875 63.9375
- Q 23.390625 74.21875 37.203125 74.21875
- Q 40.921875 74.21875 44.703125 73.484375
- Q 48.484375 72.75 52.59375 71.296875
- z
- " id="DejaVuSans-36"/>
- <path d="M 10.984375 1.515625
- L 10.984375 10.5
- Q 14.703125 8.734375 18.5 7.8125
- Q 22.3125 6.890625 25.984375 6.890625
- Q 35.75 6.890625 40.890625 13.453125
- Q 46.046875 20.015625 46.78125 33.40625
- Q 43.953125 29.203125 39.59375 26.953125
- Q 35.25 24.703125 29.984375 24.703125
- Q 19.046875 24.703125 12.671875 31.3125
- Q 6.296875 37.9375 6.296875 49.421875
- Q 6.296875 60.640625 12.9375 67.421875
- Q 19.578125 74.21875 30.609375 74.21875
- Q 43.265625 74.21875 49.921875 64.515625
- Q 56.59375 54.828125 56.59375 36.375
- Q 56.59375 19.140625 48.40625 8.859375
- Q 40.234375 -1.421875 26.421875 -1.421875
- Q 22.703125 -1.421875 18.890625 -0.6875
- Q 15.09375 0.046875 10.984375 1.515625
- z
- M 30.609375 32.421875
- Q 37.25 32.421875 41.125 36.953125
- Q 45.015625 41.5 45.015625 49.421875
- Q 45.015625 57.28125 41.125 61.84375
- Q 37.25 66.40625 30.609375 66.40625
- Q 23.96875 66.40625 20.09375 61.84375
- Q 16.21875 57.28125 16.21875 49.421875
- Q 16.21875 41.5 20.09375 36.953125
- Q 23.96875 32.421875 30.609375 32.421875
- z
- " id="DejaVuSans-39"/>
- <path d="M 16.734375 31.203125
- Q 16.734375 37.265625 20.953125 41.4375
- Q 25.1875 45.609375 31.34375 45.609375
- Q 37.390625 45.609375 41.5625 41.4375
- Q 45.75 37.265625 45.75 31.203125
- Q 45.75 25.109375 41.546875 20.90625
- Q 37.34375 16.703125 31.25 16.703125
- Q 25.140625 16.703125 20.9375 20.90625
- Q 16.734375 25.109375 16.734375 31.203125
- z
- " id="DejaVuSans-2219"/>
- <path d="M 56.203125 29.59375
- L 56.203125 25.203125
- L 14.890625 25.203125
- Q 15.484375 15.921875 20.484375 11.0625
- Q 25.484375 6.203125 34.421875 6.203125
- Q 39.59375 6.203125 44.453125 7.46875
- Q 49.3125 8.734375 54.109375 11.28125
- L 54.109375 2.78125
- Q 49.265625 0.734375 44.1875 -0.34375
- Q 39.109375 -1.421875 33.890625 -1.421875
- Q 20.796875 -1.421875 13.15625 6.1875
- Q 5.515625 13.8125 5.515625 26.8125
- Q 5.515625 40.234375 12.765625 48.109375
- Q 20.015625 56 32.328125 56
- Q 43.359375 56 49.78125 48.890625
- Q 56.203125 41.796875 56.203125 29.59375
- z
- M 47.21875 32.234375
- Q 47.125 39.59375 43.09375 43.984375
- Q 39.0625 48.390625 32.421875 48.390625
- Q 24.90625 48.390625 20.390625 44.140625
- Q 15.875 39.890625 15.1875 32.171875
- z
- " id="DejaVuSans-65"/>
- <path d="M 54.890625 33.015625
- L 54.890625 0
- L 45.90625 0
- L 45.90625 32.71875
- Q 45.90625 40.484375 42.875 44.328125
- Q 39.84375 48.1875 33.796875 48.1875
- Q 26.515625 48.1875 22.3125 43.546875
- Q 18.109375 38.921875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.34375 51.125 25.703125 53.5625
- Q 30.078125 56 35.796875 56
- Q 45.21875 56 50.046875 50.171875
- Q 54.890625 44.34375 54.890625 33.015625
- z
- " id="DejaVuSans-6e"/>
- <path d="M 12.40625 8.296875
- L 28.515625 8.296875
- L 28.515625 63.921875
- L 10.984375 60.40625
- L 10.984375 69.390625
- L 28.421875 72.90625
- L 38.28125 72.90625
- L 38.28125 8.296875
- L 54.390625 8.296875
- L 54.390625 0
- L 12.40625 0
- z
- " id="DejaVuSans-31"/>
- <path d="M 40.578125 39.3125
- Q 47.65625 37.796875 51.625 33
- Q 55.609375 28.21875 55.609375 21.1875
- Q 55.609375 10.40625 48.1875 4.484375
- Q 40.765625 -1.421875 27.09375 -1.421875
- Q 22.515625 -1.421875 17.65625 -0.515625
- Q 12.796875 0.390625 7.625 2.203125
- L 7.625 11.71875
- Q 11.71875 9.328125 16.59375 8.109375
- Q 21.484375 6.890625 26.8125 6.890625
- Q 36.078125 6.890625 40.9375 10.546875
- Q 45.796875 14.203125 45.796875 21.1875
- Q 45.796875 27.640625 41.28125 31.265625
- Q 36.765625 34.90625 28.71875 34.90625
- L 20.21875 34.90625
- L 20.21875 43.015625
- L 29.109375 43.015625
- Q 36.375 43.015625 40.234375 45.921875
- Q 44.09375 48.828125 44.09375 54.296875
- Q 44.09375 59.90625 40.109375 62.90625
- Q 36.140625 65.921875 28.71875 65.921875
- Q 24.65625 65.921875 20.015625 65.03125
- Q 15.375 64.15625 9.8125 62.3125
- L 9.8125 71.09375
- Q 15.4375 72.65625 20.34375 73.4375
- Q 25.25 74.21875 29.59375 74.21875
- Q 40.828125 74.21875 47.359375 69.109375
- Q 53.90625 64.015625 53.90625 55.328125
- Q 53.90625 49.265625 50.4375 45.09375
- Q 46.96875 40.921875 40.578125 39.3125
- z
- " id="DejaVuSans-33"/>
- <path d="M 34.671875 47.5625
- Q 27.25 47.5625 22.21875 42.1875
- Q 16.890625 36.578125 15.140625 27.296875
- Q 13.1875 17.484375 16.3125 11.8125
- Q 19.390625 6.203125 26.65625 6.203125
- Q 33.84375 6.203125 39.109375 11.859375
- Q 44.4375 17.53125 46.34375 27.296875
- Q 48.046875 36.234375 45.015625 42.1875
- Q 42.1875 47.5625 34.671875 47.5625
- z
- M 36.078125 54.734375
- L 65.921875 54.6875
- L 64.15625 45.703125
- L 54.109375 45.703125
- Q 57.90625 38.09375 55.859375 27.296875
- Q 53.21875 13.875 45.0625 6.25
- Q 36.859375 -1.421875 25.140625 -1.421875
- Q 13.375 -1.421875 8.203125 6.25
- Q 3.03125 13.875 5.671875 27.296875
- Q 8.25 40.765625 16.40625 48.390625
- Q 23.1875 54.734375 36.078125 54.734375
- z
- " id="DejaVuSans-Oblique-3c3"/>
- <path d="M 31.78125 34.625
- Q 24.75 34.625 20.71875 30.859375
- Q 16.703125 27.09375 16.703125 20.515625
- Q 16.703125 13.921875 20.71875 10.15625
- Q 24.75 6.390625 31.78125 6.390625
- Q 38.8125 6.390625 42.859375 10.171875
- Q 46.921875 13.96875 46.921875 20.515625
- Q 46.921875 27.09375 42.890625 30.859375
- Q 38.875 34.625 31.78125 34.625
- z
- M 21.921875 38.8125
- Q 15.578125 40.375 12.03125 44.71875
- Q 8.5 49.078125 8.5 55.328125
- Q 8.5 64.0625 14.71875 69.140625
- Q 20.953125 74.21875 31.78125 74.21875
- Q 42.671875 74.21875 48.875 69.140625
- Q 55.078125 64.0625 55.078125 55.328125
- Q 55.078125 49.078125 51.53125 44.71875
- Q 48 40.375 41.703125 38.8125
- Q 48.828125 37.15625 52.796875 32.3125
- Q 56.78125 27.484375 56.78125 20.515625
- Q 56.78125 9.90625 50.3125 4.234375
- Q 43.84375 -1.421875 31.78125 -1.421875
- Q 19.734375 -1.421875 13.25 4.234375
- Q 6.78125 9.90625 6.78125 20.515625
- Q 6.78125 27.484375 10.78125 32.3125
- Q 14.796875 37.15625 21.921875 38.8125
- z
- M 18.3125 54.390625
- Q 18.3125 48.734375 21.84375 45.5625
- Q 25.390625 42.390625 31.78125 42.390625
- Q 38.140625 42.390625 41.71875 45.5625
- Q 45.3125 48.734375 45.3125 54.390625
- Q 45.3125 60.0625 41.71875 63.234375
- Q 38.140625 66.40625 31.78125 66.40625
- Q 25.390625 66.40625 21.84375 63.234375
- Q 18.3125 60.0625 18.3125 54.390625
- z
- " id="DejaVuSans-38"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-38"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 518.79 -->
- <defs>
- <path d="M 8.203125 72.90625
- L 55.078125 72.90625
- L 55.078125 68.703125
- L 28.609375 0
- L 18.3125 0
- L 43.21875 64.59375
- L 8.203125 64.59375
- z
- " id="DejaVuSans-37"/>
- </defs>
- <g style="fill:#d3d3d3;" transform="translate(7.2 24.026085)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-31"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-37"/>
- <use x="286.279297" xlink:href="#DejaVuSans-39"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 18.697188 65.2224
- L 372.281346 65.2224
- L 372.281346 39.675648
- L 18.697188 39.675648
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_3">
- <g id="xtick_7"/>
- <g id="xtick_8"/>
- <g id="xtick_9"/>
- <g id="xtick_10"/>
- <g id="xtick_11"/>
- <g id="xtick_12"/>
- </g>
- <g id="matplotlib.axis_4"/>
- <g id="line2d_3">
- <path clip-path="url(#pabaa7be973)" d="M 18.697188 50.461024
- L 372.281346 50.461024
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#pabaa7be973)" d="M 18.697188 49.998438
- L 20.221257 52.291433
- L 23.269396 52.197927
- L 24.793466 52.863705
- L 26.317536 51.897589
- L 27.841605 52.632941
- L 29.365675 51.890083
- L 30.889745 52.305679
- L 32.413814 52.16111
- L 33.937884 51.866874
- L 35.461954 52.493642
- L 36.986023 51.974593
- L 38.510093 52.314815
- L 40.034163 52.424144
- L 41.558232 51.671221
- L 43.082302 52.463942
- L 44.606372 51.914632
- L 46.130441 52.264531
- L 47.654511 51.463137
- L 49.17858 52.278052
- L 52.22672 52.087583
- L 53.750789 52.346146
- L 55.274859 52.088987
- L 58.322998 52.416843
- L 59.847068 51.845457
- L 61.371138 52.656247
- L 62.895207 51.803316
- L 64.419277 52.166564
- L 65.943347 51.524286
- L 68.991486 51.857057
- L 70.515556 51.288252
- L 72.039625 52.602193
- L 73.563695 51.507071
- L 75.087764 52.392046
- L 76.611834 52.207733
- L 78.135904 51.901207
- L 79.659973 52.275989
- L 81.184043 51.842001
- L 82.708113 51.795367
- L 84.232182 51.85994
- L 85.756252 51.188449
- L 87.280322 51.740946
- L 88.804391 51.823155
- L 90.328461 51.328806
- L 91.852531 51.666868
- L 93.3766 51.767157
- L 94.90067 51.573297
- L 96.42474 52.798192
- L 97.948809 51.807765
- L 99.472879 52.114605
- L 100.996949 51.97415
- L 102.521018 51.370526
- L 104.045088 51.589162
- L 105.569157 50.984166
- L 107.093227 51.476982
- L 108.617297 50.279422
- L 110.141366 51.485352
- L 111.665436 50.750843
- L 113.189506 51.434031
- L 114.713575 51.050889
- L 116.237645 51.453816
- L 117.761715 51.537743
- L 119.285784 51.197985
- L 120.809854 51.807322
- L 122.333924 51.252407
- L 123.857993 51.726862
- L 125.382063 51.106477
- L 126.906133 52.032816
- L 128.430202 51.431849
- L 129.954272 51.676718
- L 131.478341 51.60371
- L 133.002411 51.360925
- L 134.526481 51.791414
- L 136.05055 50.903544
- L 137.57462 51.730934
- L 139.09869 51.075707
- L 140.622759 51.435834
- L 143.670899 51.107816
- L 145.194968 51.843675
- L 146.719038 50.858487
- L 148.243108 51.931868
- L 149.767177 51.379307
- L 151.291247 51.72602
- L 152.815317 51.85791
- L 154.339386 51.246801
- L 155.863456 51.979226
- L 157.387525 50.933838
- L 158.911595 51.92825
- L 160.435665 51.690671
- L 161.959734 51.227599
- L 165.007874 51.6029
- L 166.531943 51.135075
- L 168.056013 51.858579
- L 169.580083 51.983341
- L 171.104152 51.787029
- L 172.628222 52.089505
- L 174.152292 51.807981
- L 177.200431 51.987931
- L 178.724501 51.190814
- L 180.24857 51.520312
- L 181.77264 51.128131
- L 183.29671 51.083041
- L 184.820779 51.290909
- L 186.344849 51.198666
- L 187.868918 51.469498
- L 189.392988 51.902352
- L 190.917058 51.288641
- L 192.441127 51.71873
- L 193.965197 51.022744
- L 195.489267 51.4671
- L 197.013336 50.915306
- L 200.061476 51.034084
- L 201.585545 50.607149
- L 203.109615 51.467943
- L 204.633685 51.002969
- L 206.157754 51.723579
- L 209.205894 51.533758
- L 210.729963 51.73048
- L 212.254033 51.586991
- L 213.778102 52.114183
- L 215.302172 51.388595
- L 216.826242 52.261301
- L 218.350311 51.817723
- L 219.874381 51.840533
- L 221.398451 52.149597
- L 222.92252 51.692648
- L 224.44659 51.982196
- L 225.97066 51.945455
- L 227.494729 51.73587
- L 229.018799 51.301061
- L 230.542869 52.168875
- L 232.066938 51.692486
- L 233.591008 50.614719
- L 235.115078 50.235585
- L 236.639147 50.330927
- L 238.163217 50.938666
- L 239.687287 51.189561
- L 241.211356 51.192564
- L 242.735426 51.522969
- L 245.783565 51.457607
- L 247.307635 51.146102
- L 248.831704 51.131338
- L 250.355774 50.648934
- L 251.879844 51.230915
- L 253.403913 50.431767
- L 254.927983 51.015249
- L 256.452053 50.623975
- L 257.976122 50.980246
- L 259.500192 50.749612
- L 261.024262 50.953084
- L 262.548331 50.974263
- L 264.072401 50.774192
- L 265.596471 51.317704
- L 267.12054 50.635931
- L 268.64461 51.385754
- L 270.168679 51.042411
- L 271.692749 51.048632
- L 273.216819 51.211367
- L 274.740888 50.779679
- L 276.264958 50.943969
- L 277.789028 51.687151
- L 279.313097 50.471846
- L 280.837167 50.834521
- L 282.361237 50.308215
- L 283.885306 50.965256
- L 285.409376 50.55992
- L 288.457515 51.524578
- L 289.981585 50.998822
- L 291.505655 51.611907
- L 293.029724 50.79036
- L 294.553794 51.095202
- L 297.601933 50.594513
- L 299.126003 50.848291
- L 300.650072 50.157662
- L 302.174142 51.436147
- L 303.698212 50.912951
- L 305.222281 51.259837
- L 306.746351 51.822929
- L 308.270421 51.402721
- L 311.31856 51.886605
- L 312.84263 51.341215
- L 314.366699 51.225849
- L 315.890769 51.536393
- L 317.414839 50.819779
- L 318.938908 51.420077
- L 320.462978 51.289019
- L 321.987048 51.033285
- L 323.511117 51.264189
- L 325.035187 51.179247
- L 326.559256 50.781094
- L 328.083326 51.580166
- L 329.607396 50.78213
- L 331.131465 50.914539
- L 332.655535 50.444792
- L 334.179605 50.675556
- L 335.703674 50.300504
- L 337.227744 50.957156
- L 338.751814 50.42263
- L 340.275883 50.737537
- L 341.799953 50.850408
- L 343.324023 51.113724
- L 346.372162 51.274255
- L 347.896232 51.494532
- L 349.420301 50.967502
- L 350.944371 51.333256
- L 353.99251 50.808947
- L 355.51658 50.955568
- L 357.040649 50.10241
- L 358.564719 51.256413
- L 360.088789 50.195506
- L 361.612858 51.087317
- L 363.136928 51.265669
- L 364.660998 50.750735
- L 366.185067 51.143683
- L 367.709137 51.107611
- L 369.233207 51.344887
- L 370.757276 50.852925
- L 372.281346 51.144255
- L 372.281346 51.144255
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 18.697188 53.610924
- L 45.240938 53.610924
- Q 47.640938 53.610924 47.640938 51.210924
- L 47.640938 43.468424
- Q 47.640938 41.068424 45.240938 41.068424
- L 18.697188 41.068424
- Q 16.297188 41.068424 16.297188 43.468424
- L 16.297188 51.210924
- Q 16.297188 53.610924 18.697188 53.610924
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSCSF -->
- <defs>
- <path d="M 64.40625 67.28125
- L 64.40625 56.890625
- Q 59.421875 61.53125 53.78125 63.8125
- Q 48.140625 66.109375 41.796875 66.109375
- Q 29.296875 66.109375 22.65625 58.46875
- Q 16.015625 50.828125 16.015625 36.375
- Q 16.015625 21.96875 22.65625 14.328125
- Q 29.296875 6.6875 41.796875 6.6875
- Q 48.140625 6.6875 53.78125 8.984375
- Q 59.421875 11.28125 64.40625 15.921875
- L 64.40625 5.609375
- Q 59.234375 2.09375 53.4375 0.328125
- Q 47.65625 -1.421875 41.21875 -1.421875
- Q 24.65625 -1.421875 15.125 8.703125
- Q 5.609375 18.84375 5.609375 36.375
- Q 5.609375 53.953125 15.125 64.078125
- Q 24.65625 74.21875 41.21875 74.21875
- Q 47.75 74.21875 53.53125 72.484375
- Q 59.328125 70.75 64.40625 67.28125
- z
- " id="DejaVuSans-43"/>
- <path d="M 9.8125 72.90625
- L 51.703125 72.90625
- L 51.703125 64.59375
- L 19.671875 64.59375
- L 19.671875 43.109375
- L 48.578125 43.109375
- L 48.578125 34.8125
- L 19.671875 34.8125
- L 19.671875 0
- L 9.8125 0
- z
- " id="DejaVuSans-46"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-43"/>
- <use x="210.791016" xlink:href="#DejaVuSans-53"/>
- <use x="274.267578" xlink:href="#DejaVuSans-46"/>
- </g>
- </g>
- <g id="text_5">
- <g id="patch_7">
- <path d="M 280.129663 50.475299
- L 365.209663 50.475299
- Q 366.409663 50.475299 366.409663 49.275299
- L 366.409663 45.404049
- Q 366.409663 44.204049 365.209663 44.204049
- L 280.129663 44.204049
- Q 278.929663 44.204049 278.929663 45.404049
- L 278.929663 49.275299
- Q 278.929663 50.475299 280.129663 50.475299
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 583.381 $\bullet$ mean: 575.338 $\bullet$ $\sigma$: 3.169 -->
- <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-39"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 580.77 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 51.288837)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-37"/>
- <use x="286.279297" xlink:href="#DejaVuSans-37"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#pb11081c6e6)" d="M 18.697188 78.601911
- L 372.281346 78.601911
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pb11081c6e6)" d="M 18.697188 79.627707
- L 20.221257 79.583469
- L 21.745327 79.728618
- L 24.793466 79.549302
- L 26.317536 79.635576
- L 27.841605 79.454421
- L 35.461954 79.481507
- L 36.986023 79.567843
- L 38.510093 79.471235
- L 40.034163 79.571033
- L 41.558232 79.455985
- L 44.606372 79.560349
- L 49.17858 79.426047
- L 55.274859 79.524293
- L 56.798929 79.393056
- L 58.322998 79.513984
- L 59.847068 79.407281
- L 62.895207 79.466131
- L 64.419277 79.329664
- L 70.515556 79.408106
- L 76.611834 79.448578
- L 79.659973 79.331416
- L 81.184043 79.383623
- L 82.708113 79.246305
- L 84.232182 79.330327
- L 85.756252 79.223861
- L 90.328461 79.378131
- L 93.3766 79.302816
- L 94.90067 79.566529
- L 96.42474 79.508179
- L 97.948809 79.563214
- L 105.569157 78.964026
- L 107.093227 79.075934
- L 110.141366 79.012893
- L 117.761715 79.043431
- L 119.285784 79.030283
- L 122.333924 79.201029
- L 123.857993 79.054891
- L 125.382063 79.209261
- L 126.906133 79.10038
- L 128.430202 79.149985
- L 129.954272 79.024678
- L 131.478341 79.201542
- L 133.002411 79.076485
- L 145.194968 79.100956
- L 149.767177 79.169777
- L 154.339386 79.081739
- L 155.863456 79.176408
- L 158.911595 78.917874
- L 161.959734 79.070892
- L 165.007874 79.083879
- L 166.531943 79.192071
- L 168.056013 79.157854
- L 169.580083 79.38047
- L 171.104152 79.250821
- L 172.628222 79.422281
- L 177.200431 79.257827
- L 180.24857 79.03057
- L 186.344849 79.110076
- L 187.868918 79.160357
- L 189.392988 79.335794
- L 192.441127 79.2114
- L 193.965197 79.149822
- L 195.489267 78.95473
- L 197.013336 79.025191
- L 198.537406 78.945823
- L 204.633685 79.232856
- L 209.205894 79.182213
- L 213.778102 79.162646
- L 215.302172 79.207584
- L 216.826242 79.11732
- L 218.350311 79.225287
- L 219.874381 79.152412
- L 221.398451 79.233932
- L 227.494729 79.175782
- L 229.018799 78.915622
- L 230.542869 78.527802
- L 235.115078 78.337414
- L 236.639147 78.482176
- L 238.163217 78.450936
- L 239.687287 78.672576
- L 245.783565 78.971207
- L 253.403913 78.650032
- L 257.976122 78.661292
- L 265.596471 78.957483
- L 267.12054 78.835053
- L 270.168679 78.920063
- L 274.740888 78.782708
- L 276.264958 78.595473
- L 280.837167 78.72706
- L 282.361237 78.766444
- L 283.885306 78.664194
- L 285.409376 78.883907
- L 291.505655 79.038527
- L 294.553794 78.791441
- L 297.601933 78.606044
- L 300.650072 78.71814
- L 303.698212 78.939392
- L 305.222281 78.974535
- L 306.746351 79.124138
- L 318.938908 78.845624
- L 320.462978 78.972033
- L 323.511117 78.851229
- L 325.035187 78.980277
- L 326.559256 78.905726
- L 328.083326 78.993689
- L 335.703674 78.562157
- L 346.372162 78.922528
- L 347.896232 78.825194
- L 349.420301 78.844874
- L 350.944371 78.687839
- L 357.040649 78.486504
- L 360.088789 78.634531
- L 363.136928 78.869332
- L 366.185067 78.783696
- L 372.281346 78.7293
- L 372.281346 78.7293
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 18.697188 81.286572
- L 44.787188 81.286572
- Q 47.187188 81.286572 47.187188 78.886572
- L 47.187188 71.144072
- Q 47.187188 68.744072 44.787188 68.744072
- L 18.697188 68.744072
- Q 16.297188 68.744072 16.297188 71.144072
- L 16.297188 78.886572
- Q 16.297188 81.286572 18.697188 81.286572
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSWM -->
- <defs>
- <path d="M 3.328125 72.90625
- L 13.28125 72.90625
- L 28.609375 11.28125
- L 43.890625 72.90625
- L 54.984375 72.90625
- L 70.3125 11.28125
- L 85.59375 72.90625
- L 95.609375 72.90625
- L 77.296875 0
- L 64.890625 0
- L 49.515625 63.28125
- L 33.984375 0
- L 21.578125 0
- z
- " id="DejaVuSans-57"/>
- <path d="M 9.8125 72.90625
- L 24.515625 72.90625
- L 43.109375 23.296875
- L 61.8125 72.90625
- L 76.515625 72.90625
- L 76.515625 0
- L 66.890625 0
- L 66.890625 64.015625
- L 48.09375 14.015625
- L 38.1875 14.015625
- L 19.390625 64.015625
- L 19.390625 0
- L 9.8125 0
- z
- " id="DejaVuSans-4d"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-57"/>
- <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
- </g>
- </g>
- <g id="text_8">
- <g id="patch_10">
- <path d="M 280.129663 78.150947
- L 365.209663 78.150947
- Q 366.409663 78.150947 366.409663 76.950947
- L 366.409663 73.079697
- Q 366.409663 71.879697 365.209663 71.879697
- L 280.129663 71.879697
- Q 278.929663 71.879697 278.929663 73.079697
- L 278.929663 76.950947
- Q 278.929663 78.150947 280.129663 78.150947
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 535.972 $\bullet$ mean: 532.432 $\bullet$ $\sigma$: 1.425 -->
- <defs>
- <path d="M 37.796875 64.3125
- L 12.890625 25.390625
- L 37.796875 25.390625
- z
- M 35.203125 72.90625
- L 47.609375 72.90625
- L 47.609375 25.390625
- L 58.015625 25.390625
- L 58.015625 17.1875
- L 47.609375 17.1875
- L 47.609375 0
- L 37.796875 0
- L 37.796875 17.1875
- L 4.890625 17.1875
- L 4.890625 26.703125
- z
- " id="DejaVuSans-34"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 534.68 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.429723)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-34"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-36"/>
- <use x="286.279297" xlink:href="#DejaVuSans-38"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 18.697188 120.573696
- L 372.281346 120.573696
- L 372.281346 95.026944
- L 18.697188 95.026944
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_7">
- <g id="xtick_19"/>
- <g id="xtick_20"/>
- <g id="xtick_21"/>
- <g id="xtick_22"/>
- <g id="xtick_23"/>
- <g id="xtick_24"/>
- </g>
- <g id="matplotlib.axis_8"/>
- <g id="line2d_7">
- <path clip-path="url(#p8d40fe6530)" d="M 18.697188 111.659984
- L 372.281346 111.659984
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#p8d40fe6530)" d="M 20.221257 114.749015
- L 21.745327 114.08984
- L 24.793466 113.904321
- L 26.317536 114.282811
- L 29.365675 114.239478
- L 30.889745 115.190457
- L 32.413814 115.710122
- L 33.937884 114.402524
- L 35.461954 113.927718
- L 36.986023 114.958712
- L 40.034163 114.883788
- L 41.558232 115.490386
- L 43.082302 115.586579
- L 44.606372 116.117223
- L 46.130441 115.066576
- L 47.654511 114.959795
- L 49.17858 114.555495
- L 50.70265 115.175025
- L 52.22672 114.665807
- L 53.750789 115.073317
- L 56.798929 114.483445
- L 59.847068 114.45462
- L 61.371138 115.086088
- L 62.895207 114.838965
- L 67.467416 113.078854
- L 68.991486 112.018558
- L 70.515556 112.173019
- L 72.039625 112.826322
- L 73.563695 113.702199
- L 75.087764 114.325524
- L 76.611834 115.891598
- L 78.135904 114.713487
- L 79.659973 113.937953
- L 81.184043 114.932247
- L 82.708113 114.766238
- L 84.232182 115.10182
- L 85.756252 115.20101
- L 87.280322 112.301334
- L 88.804391 111.654062
- L 91.852531 114.260374
- L 93.3766 113.669117
- L 94.90067 115.292645
- L 96.42474 114.85491
- L 97.948809 113.816837
- L 99.472879 114.168473
- L 102.521018 112.337289
- L 104.045088 114.715295
- L 105.569157 113.376745
- L 107.093227 115.924147
- L 108.617297 115.288175
- L 110.141366 115.173003
- L 111.665436 113.320747
- L 113.189506 115.56547
- L 114.713575 115.443133
- L 117.761715 113.452396
- L 119.285784 114.978153
- L 120.809854 113.676408
- L 122.333924 113.037543
- L 123.857993 114.139331
- L 125.382063 114.99268
- L 126.906133 114.179168
- L 128.430202 111.913674
- L 129.954272 113.843516
- L 131.478341 115.084314
- L 133.002411 114.705486
- L 134.526481 115.148223
- L 136.05055 115.360527
- L 137.57462 114.427304
- L 139.09869 113.744538
- L 140.622759 114.488712
- L 142.146829 115.028385
- L 143.670899 113.219924
- L 145.194968 115.028332
- L 146.719038 115.270508
- L 148.243108 114.944113
- L 149.767177 112.56435
- L 151.291247 114.174487
- L 152.815317 114.441476
- L 154.339386 113.631443
- L 155.863456 114.340673
- L 157.387525 113.614432
- L 158.911595 111.325487
- L 160.435665 112.388924
- L 161.959734 110.929542
- L 163.483804 114.890102
- L 166.531943 113.47033
- L 168.056013 114.602784
- L 169.580083 115.071932
- L 171.104152 114.014775
- L 172.628222 115.575812
- L 174.152292 115.029096
- L 175.676361 114.302979
- L 177.200431 113.24506
- L 178.724501 114.099242
- L 180.24857 113.850558
- L 181.77264 112.110599
- L 183.29671 112.697368
- L 184.820779 114.719463
- L 186.344849 115.166795
- L 187.868918 112.6543
- L 189.392988 114.298262
- L 192.441127 114.26683
- L 193.965197 115.034718
- L 195.489267 113.819358
- L 197.013336 112.929751
- L 198.537406 113.702305
- L 200.061476 115.130112
- L 201.585545 114.088599
- L 203.109615 113.759686
- L 204.633685 115.101679
- L 206.157754 114.076999
- L 207.681824 113.479536
- L 209.205894 114.626392
- L 210.729963 114.983067
- L 212.254033 113.872039
- L 215.302172 114.775906
- L 216.826242 114.267823
- L 218.350311 113.50545
- L 219.874381 114.707154
- L 221.398451 115.427293
- L 222.92252 115.713848
- L 224.44659 113.742019
- L 225.97066 112.511191
- L 227.494729 107.882943
- L 229.018799 98.714624
- L 230.542869 110.97848
- L 232.066938 113.414153
- L 233.591008 111.664829
- L 235.115078 112.677536
- L 236.639147 115.044031
- L 238.163217 114.704475
- L 239.687287 113.168324
- L 241.211356 115.590622
- L 242.735426 114.907059
- L 244.259495 114.484775
- L 245.783565 114.272896
- L 247.307635 114.922243
- L 248.831704 114.747489
- L 250.355774 113.614662
- L 251.879844 112.755353
- L 253.403913 114.097273
- L 254.927983 114.119979
- L 256.452053 114.462513
- L 257.976122 113.651806
- L 259.500192 115.447284
- L 261.024262 116.187821
- L 262.548331 115.92202
- L 264.072401 114.446887
- L 265.596471 116.097144
- L 267.12054 116.005334
- L 268.64461 115.04701
- L 270.168679 114.360114
- L 271.692749 115.634329
- L 273.216819 114.746461
- L 274.740888 110.289491
- L 276.264958 108.333377
- L 277.789028 108.33996
- L 280.837167 114.793822
- L 282.361237 113.476218
- L 283.885306 113.597793
- L 285.409376 113.546497
- L 286.933446 113.938308
- L 288.457515 112.667071
- L 289.981585 114.462283
- L 293.029724 114.57623
- L 294.553794 114.324514
- L 296.077863 115.250109
- L 297.601933 115.480524
- L 299.126003 115.302293
- L 300.650072 114.774345
- L 302.174142 114.050658
- L 303.698212 115.27668
- L 305.222281 115.273931
- L 306.746351 114.019884
- L 308.270421 115.753721
- L 309.79449 114.735322
- L 311.31856 116.324579
- L 312.84263 114.673434
- L 315.890769 115.173872
- L 317.414839 114.856879
- L 318.938908 112.672908
- L 320.462978 115.405456
- L 321.987048 115.089545
- L 323.511117 113.135811
- L 325.035187 113.261449
- L 326.559256 114.485874
- L 328.083326 113.841529
- L 329.607396 111.225781
- L 331.131465 110.89561
- L 332.655535 111.989627
- L 334.179605 114.615325
- L 335.703674 113.888959
- L 337.227744 114.84409
- L 338.751814 115.178023
- L 340.275883 114.767196
- L 341.799953 114.504782
- L 343.324023 113.764759
- L 344.848092 114.468774
- L 346.372162 113.136291
- L 347.896232 114.097362
- L 349.420301 114.82832
- L 350.944371 114.561597
- L 352.46844 114.51053
- L 353.99251 114.210034
- L 355.51658 115.798067
- L 357.040649 114.876853
- L 358.564719 114.683083
- L 360.088789 112.805515
- L 361.612858 113.431892
- L 363.136928 113.269396
- L 364.660998 115.177774
- L 366.185067 114.729078
- L 367.709137 113.854017
- L 369.233207 115.841949
- L 372.281346 115.693982
- L 372.281346 115.693982
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 2.079 $\bullet$ mean: 1.211 $\bullet$ $\sigma$: 0.092 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.744141 0.78125)" xlink:href="#DejaVuSans-32"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.35 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 112.487796)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#ped7b7d09ae)" d="M 18.697188 139.30595
- L 372.281346 139.30595
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#ped7b7d09ae)" d="M 20.221257 144.136843
- L 21.745327 142.144485
- L 23.269396 141.772951
- L 24.793466 144.756828
- L 26.317536 144.487864
- L 27.841605 142.276148
- L 29.365675 141.483936
- L 30.889745 142.378076
- L 32.413814 143.643114
- L 33.937884 144.370819
- L 35.461954 142.620776
- L 38.510093 141.163012
- L 40.034163 141.14041
- L 43.082302 145.296949
- L 44.606372 143.868671
- L 46.130441 142.626095
- L 47.654511 142.678239
- L 49.17858 140.588319
- L 50.70265 141.407753
- L 52.22672 143.31674
- L 53.750789 145.021251
- L 55.274859 143.965462
- L 56.798929 140.8636
- L 58.322998 141.419295
- L 59.847068 144.298364
- L 61.371138 145.218852
- L 62.895207 144.288979
- L 64.419277 142.31634
- L 65.943347 140.972038
- L 67.467416 140.596568
- L 68.991486 141.160726
- L 70.515556 143.134241
- L 72.039625 141.994074
- L 73.563695 141.918171
- L 75.087764 139.699507
- L 76.611834 141.444597
- L 78.135904 144.820931
- L 79.659973 143.826301
- L 81.184043 141.304198
- L 82.708113 140.922128
- L 84.232182 143.289829
- L 85.756252 144.279719
- L 87.280322 140.739821
- L 88.804391 140.528765
- L 90.328461 145.645294
- L 93.3766 136.326109
- L 94.90067 145.828048
- L 96.42474 142.437652
- L 97.948809 142.214922
- L 99.472879 141.20022
- L 100.996949 141.080216
- L 102.521018 139.175589
- L 104.045088 143.574456
- L 105.569157 140.664906
- L 107.093227 143.017744
- L 108.617297 143.942961
- L 110.141366 145.145942
- L 111.665436 143.498241
- L 113.189506 142.661203
- L 114.713575 142.292393
- L 116.237645 141.615707
- L 117.761715 141.858759
- L 119.285784 142.404291
- L 120.809854 144.512892
- L 122.333924 145.835557
- L 125.382063 143.71745
- L 126.906133 144.465714
- L 129.954272 140.988559
- L 131.478341 142.267884
- L 133.002411 142.800404
- L 134.526481 144.055039
- L 136.05055 144.37925
- L 137.57462 143.920604
- L 140.622759 142.584301
- L 142.146829 142.548966
- L 143.670899 141.227721
- L 145.194968 144.134959
- L 146.719038 144.453589
- L 148.243108 143.292971
- L 149.767177 141.280277
- L 151.291247 138.712023
- L 152.815317 141.26433
- L 154.339386 142.908771
- L 155.863456 144.964919
- L 158.911595 140.290975
- L 160.435665 143.535639
- L 161.959734 138.43538
- L 163.483804 145.000974
- L 165.007874 143.945174
- L 166.531943 143.778642
- L 168.056013 142.62797
- L 169.580083 142.716716
- L 171.104152 143.259724
- L 172.628222 144.797152
- L 174.152292 143.083662
- L 175.676361 141.84076
- L 177.200431 142.527734
- L 178.724501 145.115259
- L 180.24857 144.366682
- L 181.77264 142.986378
- L 183.29671 142.24173
- L 184.820779 145.666516
- L 186.344849 143.969372
- L 187.868918 139.273438
- L 190.917058 145.300506
- L 192.441127 144.804547
- L 193.965197 143.626436
- L 195.489267 141.387422
- L 197.013336 142.197135
- L 198.537406 139.378227
- L 200.061476 141.395822
- L 201.585545 145.450081
- L 203.109615 144.248693
- L 204.633685 141.943183
- L 206.157754 142.723175
- L 207.681824 142.144691
- L 209.205894 142.813735
- L 210.729963 144.926196
- L 212.254033 145.201464
- L 215.302172 143.994854
- L 216.826242 141.93473
- L 218.350311 142.398183
- L 219.874381 142.171639
- L 221.398451 143.771453
- L 222.92252 144.82994
- L 224.44659 142.420337
- L 225.97066 136.961868
- L 227.494729 136.309629
- L 229.018799 124.888639
- L 230.542869 142.764076
- L 232.066938 142.616382
- L 233.591008 141.98243
- L 235.115078 140.963832
- L 236.639147 144.438819
- L 238.163217 142.224993
- L 239.687287 144.339121
- L 241.211356 143.0383
- L 242.735426 143.558176
- L 244.259495 142.742145
- L 245.783565 144.149735
- L 247.307635 143.549662
- L 248.831704 143.187811
- L 250.355774 143.134085
- L 251.879844 145.752577
- L 253.403913 145.810025
- L 254.927983 145.065701
- L 256.452053 144.503901
- L 257.976122 142.545518
- L 259.500192 143.218833
- L 261.024262 142.501377
- L 262.548331 143.442254
- L 264.072401 141.67992
- L 265.596471 145.101752
- L 267.12054 144.775137
- L 268.64461 143.474555
- L 270.168679 142.844499
- L 271.692749 142.433607
- L 273.216819 143.233139
- L 274.740888 140.064085
- L 276.264958 133.827018
- L 279.313097 141.278587
- L 282.361237 142.587192
- L 283.885306 141.671621
- L 285.409376 140.073807
- L 286.933446 140.939589
- L 288.457515 144.26823
- L 289.981585 143.624884
- L 293.029724 140.796006
- L 296.077863 142.028655
- L 297.601933 142.371372
- L 299.126003 145.370808
- L 300.650072 144.157537
- L 303.698212 142.137304
- L 305.222281 143.038608
- L 306.746351 145.558349
- L 308.270421 143.667646
- L 309.79449 142.147479
- L 311.31856 143.527017
- L 312.84263 141.019251
- L 314.366699 139.949769
- L 315.890769 143.605628
- L 317.414839 144.363637
- L 318.938908 140.72104
- L 320.462978 143.639739
- L 321.987048 145.042284
- L 323.511117 142.568981
- L 325.035187 142.447863
- L 326.559256 141.207701
- L 328.083326 144.282595
- L 329.607396 141.565679
- L 331.131465 138.541761
- L 332.655535 137.898228
- L 334.179605 141.914803
- L 335.703674 139.33255
- L 337.227744 141.639521
- L 338.751814 145.389707
- L 340.275883 142.45162
- L 341.799953 143.109989
- L 343.324023 141.062934
- L 344.848092 141.905764
- L 346.372162 140.744181
- L 347.896232 143.487858
- L 349.420301 144.729607
- L 350.944371 143.23476
- L 352.46844 142.162595
- L 353.99251 141.444571
- L 355.51658 142.312702
- L 357.040649 144.017124
- L 358.564719 145.117807
- L 360.088789 142.212272
- L 361.612858 141.229542
- L 363.136928 140.753487
- L 364.660998 142.897514
- L 366.185067 140.635928
- L 367.709137 140.467152
- L 369.233207 144.916679
- L 370.757276 144.110096
- L 372.281346 142.869092
- L 372.281346 142.869092
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 18.697188 136.637868
- L 29.458438 136.637868
- Q 31.858438 136.637868 31.858438 134.237868
- L 31.858438 126.495368
- Q 31.858438 124.095368 29.458438 124.095368
- L 18.697188 124.095368
- Q 16.297188 124.095368 16.297188 126.495368
- L 16.297188 134.237868
- Q 16.297188 136.637868 18.697188 136.637868
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-46"/>
- <use x="57.519531" xlink:href="#DejaVuSans-44"/>
- </g>
- </g>
- <g id="text_14">
- <g id="patch_16">
- <path d="M 290.289663 133.502243
- L 365.209663 133.502243
- Q 366.409663 133.502243 366.409663 132.302243
- L 366.409663 128.430993
- Q 366.409663 127.230993 365.209663 127.230993
- L 290.289663 127.230993
- Q 289.089663 127.230993 289.089663 128.430993
- L 289.089663 132.302243
- Q 289.089663 133.502243 290.289663 133.502243
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.931 $\bullet$ mean: 0.178 $\bullet$ $\sigma$: 0.094 -->
- <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.32 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 140.133762)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-32"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.161346 278.112
- L 18.697188 278.112
- L 18.697188 150.37824
- L 15.161346 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#pfde567f4bc)">
- <image height="947" id="image260de56807" transform="matrix(4 0 0 0.135164 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAOzCAYAAAB5/2xqAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ERABAUBNEbkSoYEYmGNKIxtYh1QqiFP2zy4k1XsY/tJAkAAAAAwBTLNwsZl5qChYxH0MyFEwEA+IQDR5wNfq23xN8AAAAASUVORK5CYII="/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 18.697188 278.112
- L 372.281346 278.112
- L 372.281346 150.37824
- L 18.697188 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p4713c9c71a)">
- <image height="128.16" id="imagef42f7514cb" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAewAAACyCAYAAACA2fxTAAAABHNCSVQICAgIfAhkiAAAIABJREFUeJx03Xmg72s1BvBn60RpuhSKlMpQSURo0KB5kNIkRYlSSkhpoPmm23iL5ksaLhVNhGSKBkMz0kTJFA0aiSa2f/rs9ex1jv3PPmfv/ft+33e9az3rWc96v+/34K53vethktz+9rdPkjz72c9OklzvetdLkjz0oQ+Nr7PPPjtJctnLXjZJ8ju/8ztJkje84Q1Jkve+971Jkktc4hJJkgc96EFJkic+8YlJknvc4x5H17rvfe+bJPm3f/u3JMl5znOeJMktb3nLJMnv/u7vJkn+53/+59j3b/3Wb02SfMVXfMXRtd75zncmSb7kS74kSXLRi170lNf4/d///STJD/zADyRJzn3ucydJ/uqv/uroWj57znOeM0nyvve979icP/zhDydJ/v7v/z5J8qQnPSlJ8ku/9EsnXesbvuEbkiTf+73fmyS5z33ukyR52tOeliS54hWvmCR54xvfmCT52Z/92STJpS996STJ3/3d3x1d6ypXuUqS5HznO1+S5KpXveqxOX3N13zNsfGeOHEiSfI3f/M3SZJv+7ZvO7qWsf7Lv/xLkuTXfu3XkiT3ute9koxt//Iv/zJJcqlLXSpJcnh4mCT5j//4j6Nrue+5znWuJMm73/3uJMmrX/3qJMmtbnWrJMm//uu/Jkne/OY3J0lufetbJ0me8pSnHF3L2l/84hdPMr54/vOfP0nywAc+MEny/Oc//9g12ckaJcmnP/3pY3M4/fTTj9nnv//7v5PM+n3nd37nsTG4R1/rCU94QpLkj//4j5MkD37wg5OMPV/2spclST7ykY8kSb78y7/82D2S5HGPe1yS5Dd+4zeSJLe97W2TJG9961uTJK973euSJN/8zd+cJPnhH/7hJMn3f//3J0ne8573HF3rO77jO5Ik3/RN35Qk+fjHP54kudjFLpYkee1rX5skeeYzn5kkueQlL5kk+Z7v+Z4kybOe9ayja/34j/94kuQVr3jFsftc4xrXOGaPl770pUmSX/3VX01y3Oaf/OQnkyQ3vOENk4xf//mf/3mS8bMXvOAFx8Zz05veNMnYM0n+7M/+LMngkGv4vzX4qZ/6qSTJP/3TPyUZLOjYef/7358kOe95z5tk1oeNrYG/+7Ef+7Ek4/df9mVfdnQtP4Nx73jHO5Ikf/3Xf50kufCFL5xk/Au+feM3fmOS5NGPfvTRteCAnz384Q9PMrH9yle+Msmsk7iDnX6fJB/60IeSTNyfeeaZScb/f/3Xfz3JrOsv/uIvJhl/h4XJrMtnPvOZJIPfn//5n58k+aEf+qEkg1fWGZ6wSTLreKUrXSn99XVf93VJJh5f85rXJEnuf//7JxlcY4sk+e3f/u0kyYte9KIkyW1uc5skyW/91m8dm/ud7nSnJMnBwUGS5Ba3uEWS5HnPe97RtayLXMCWT37yk5NMHLjn13/91ydJLne5yyUZ7E6Sn//5n0+SvP71r0+SXOYyl0kycXfve9/72N/93u/9XpLBxhe+8IVH13r729+eZOKRHVzrBFARgGeddVaScWYDTQZkPvrRjyZJPvWpTyWZhQTWAA4ICqIe2I/8yI8kSX7iJ34iSfKJT3wiSXL3u989yTgzIPuDP/iDJONggC2ZRXUfgAAoOYF7/OAP/mCS5B/+4R+STHJOkv/93/9NklztaldLf73kJS9JMk5goTkp4HrOc55z9BkOdL/73S9J8qd/+qdJkl/5lV9JMolIInzAAx6QZOx3wQte8OhaEh1QfsYznpFknPXf//3fkyR3u9vdjs3tT/7kT5KMsyTJjW984yRDAn7zN38zSfLd3/3dx+5hfQUz0Pznf/7no2sJZvbgA+wocV/rWtdKknze531eknHMBum3ve1tSZJ3vetdSSbJmgMChPgAXmv19Kc//ehabCz5S6aAy1y//du/PckAHnJnfMn4/UMe8pAkAzKC27UFKn+6wQ1ukGR8ub+sE9J72mmnJUludrObJZlgRmy+7/u+L8mQg2QSyd/+7d8mGXu51hd8wRckSW5yk5skGf9DjpGsZAiodfN/YIwMf/azn00y6w6kkkl4/IvPmeNzn/vcJJM4zfHxj3/8sXEmyXd913clmXUBWHe+852TjI988Rd/cZIhU1/7tV+bZMhdMoTmdre7XZJZY5giWYgxyV/BIcaSKU7e9KY3JUn+4i/+IskAOZzgiwgp4gxXe6x3uctdkiT/+I//mGSSieIA+VBU3fGOd0xyvJiCNfwZJsIFRMt4EQp430lWIrZuD3vYw5Ikd73rXZOMv0ncsPhnfuZnkkzhlgzBkWfOcY5zJJmYfdSjHpVk1h5eGN8HP/jBo2vBDvgtZyFYP/dzP5dk8NS95B0+nCQ3v/nNk0xxws8UNvDVuJEDZNTnk8EBxR6SZE34/Vd91Vcdm/t1rnOdJMdtD2s/8IEPJEke85jHJBlyfuIKV7hCkgkQwW5yBpoMy77DHe6QZIxpsv4WsP70T/90kmFqqsNkAkrgfexjH0syzE9QcXQsyd9JDMmwNQn6ute9bpIBAvdSuXJ8wG/hk6k+VOcCUTJ5y1vekmSAQoACME6TDDC+/OUvTzJgKLlhaYIa4QBogi8Z8rM/y7aC2sJitEC8vwQxh0Yc/uu//ivJAJlAAGgXutCFkkwFlyT/+Z//mWSS+Kte9aok4xvI0gUucIEkQwbcCwNPpkIDkALtIhe5SJJxfFXMF37hFyYZn+2qWFJ1HyTzxS9+cZIhda7Jh1WlwCEZgASoKh0JAECwl4rRNRCdZFQq85Y0H/GIRySZoFYJIW/8T6JPpvqWzFWK/g/0rCfyIhF1VfXLv/zLSSZmzJEfIXcAC7H4oi/6oqNriHdVMB/4hV/4hSSTYJ761KcmGcCSbLtivPrVr55kfIHaIolICipJfijWzTEZ4gl/FAFIgCrqR3/0R5MMgF75ylc+9j0ZPEDOKCaIDUKPBMMJZKavhdwjUpKsv7G+Yuaa17xmkolf9k4Gr2GIZM+/XMv44CefNs6+j4qfeiB5feVXfmWSwRr3cG0JPplKUVyZG4UEMfzSL/3SYz+X/BSDyRRHiB7fEyPmyO+onSruxlNrD1tgCRUIMRY7cJ/NW1lSCIoNJFYuEYfmwkddg2KSDMkVb9QOOHbwyU9+8rCNAAwxL+wvSW50oxslGXDDSBkMcF3+8pdPMiApgLua4vCcFcMC2oACe8HUBN8973nPo2uppiQgjkWGAvxYEfbCSZrFYaIYMkYsiQJDAYhpIxLGmQwRsHAIjcoZwBu/4Mf6GgwRG4GGlAAX1zRHAQjoSKrJJDZMVUICwhyL3EgFYTcA12M944wzkowtkRU/FxiSGKDgB8kEs3lL/gCD3wlc16RgYP7JJD7zB+gUI36GXPo5JUAiT4Z08A2+x+ZkY7boCiOZKiKZ6ltCAUwUp12laAGx07Wvfe2jawGgb/mWb0kyvioe/V7SYye26KRGPbBe7EA9kGTFNJKp4kwmAZETfWm1WF8Yg0CLJckwGRIp8UnUgFYCQCK3ryD8ybRtEHv3oZwgoMgUGxu3ijcZH9COQSz8jfUS64CfcthVnnFRw/gCXLB+igcVm7lZi2T8GR7BEjiuOpYsEEJk9/rXv/7RtdiHsuWaCCoJn99LYrAJWU4Gv2GKwst92Yv0Kw6ROxieJI997GOTTAGkkuXXCgu+gti4F0UjmTYDEguPfCESCjDxSNVTfLVdFFMSsWsqihFUPmrdxUHbCUkzB2t9cMYZZxwmw1SBIDAi6yVTKWDmjG9yJoMVCHYyB/aSTJAKNIN3Xz0iTisgDLyTrCrc/QWL4KYeYFo+K4lx7rYDacRnVQkMqkoXgJKg6iqZngkyBCAwU07pWgBCwAKtZBaOPQQvJo08cXhOjCy0vQQk23Nkc+VQQBvrM24qSDLKAhlRUkckkDjXBjYquO75A06gCAz3ngRA4YtNELa2C+KnohXMfNH4SeVITCdGyZ+fIB2qKvfwd64tgXeVoIoTZ0CGbX0hGgiFhA34k1GUJFMVpISN3PIr/ofYWN9kSJt459diWQUi+bNFqxpIDtJKFQDK5D3xgDBTi8jdyfg3rLEeP/mTP5lk9oUY794ToWhIBlyRC6QJcbEGYp59XJNvJEOskBKVEIBFNpETn1Vl8b9k1pifiAX2EbtUFXigLaFI6PvxTQoSbOYD4hT++rtWzficz4pD5MnaI3cUVzjB/5KJDWOGU5IUv1dkwQt+1608BSMVgU1Vv+yhFaQVwuZiLhklCQlge8UJSZyCCaOtv58n45OSv+Su/aB44m/wk6LUxZQ5KhiRANh2cM973vOwb4b9ctruV1pIP2NkhpJMMRqg7NoMnAxwC8zdz8VOVGoSloSu4k0mII3D33Ac9wBo2KjPqdiSWWyEgfEFFWkCOZAg/b/ZOEbPwdzfd1KSObIbpiq4klkXfUsyDHsZJ/JCuRCIEljP0TXcD9Aal79T2apmWko1doDluzWQNDit8VqD9gl24Qu+8yNAK3mxtXvwx56vv+Ub5gBABALJHuD1uCRifmLOfHh/VoVhPXuPhOQt4H2WXwEV6+n/bG7N+nekyA3kxsPW7MsfxUVyvFpLZv3ggP8jZNazKw1V2xG4fG5c5gKkAZfqSWLvvjOfM4e+TzK+6YsPnOr3+3f7mrty3T3Qrtat6baXa6quEGT+hhSrVpOTMQURRQJ81u+NV4w1EeRzX/3VX51k7AfHXAMm+j8c9f++z56zz4oNNjYP8QirksEW/sMXxZDv7CdW2J5PJ5MDJHO+ifiJ9T/6oz9KMlW7ezQGkvUle76p0PB7NmafnR+TwWR50bWM3d8qLKhDcLb3y7gve/huHAdvf/vbD5Nhpnp8Fg2jSCbQJBJavQrI721GwKZIP10B+SzHElT6AICMbAe8OXWDjYpRkhdgFACVhOpEFazybxUBK7Px4g//8A+TjFPuBODeAEx/LBnWi0kbO8fHsFRqFkU/uvvPHAvbFbRbHkOqOLX/qySTSeqYnZaF6oA0iHAIUI5Gjk+marNeu6qjyuhNWTdr0VUe/zF/1RyHd00qCFaMLPVOeCBjk6LqTTXgs/yQzCYOGpDZB2M2PuBoPQGsBAXQmkFTD4CKdURqJWZES4J0bTZIRrUwJ8nAZ62za7I1ZaXJpYoLiABB7Rp9NolhV0rJxPneIS0mAKfWi92ygLh7/doufFFVZzzkRXglhmBTX8s+E71ZFStf5YuSrX4+RYA0nMyau4YWBp+QINmT7dlJXCajjKio9x4NigC1QFVvbbpo8Tv3hTViFdZIiOLW+K1dMgqb+cM8GKyy5gv2Tqimeze2eEfedjzyIzglYUpUyFMy8jRCw9/d3xpQgyiY1JhuV/qy49z8xZT7S/pyl3W0sbLt4H7UKUobf+KbCgDz6Cc/4A5ftKHPeh4897nPPUxmURiSs3QCUqYLAEGDWUgqNhpwBhtqSGPJBCQQRBCwbj0i4Gcx9Ask+mR2/JocJ/FdMgW8DKc67v6FpEUSAfz6JQCTLQSAxE3SSEbmt9g2jm2pxDg5HvDugAQ2GCpg5bSCy05z1RSi4ZrJBLV+tz4bp92KBEJjDE1wJD4kjby4d4Oy397RzUeSkeDIVUAFaAM/Qc/v+GzvqpfEJA2k0rX0sPT4Nhlt+UwsqOCROmCjhyeG9AMlIsQnGf8WtBKh/R3A2/2RToCHrCTTu95tI0RBa0WsiSkyW8eQddTrlKQAPVLCJ1TD7VfkVd/FFdsDR5s9KScSUCdZPgkXzN81JQ+g6Foq2a6wYQdZnf/yf9ewX8deAPFrrZLBGIkQmZT8JWTVlbachKotl0xis9cFriI0YppMu6vV3vgkVsitkpu/Rfj4pnHYp8InksEWCchTDgoQPVnYQ/ZnPwkqOXlfE2l5Px2BRMoRrt1P61ClYLO5wl7tGT6CPEm+MCgZcq8do8qFW/wOBiObCGL31sWdXKCVYv3EuP8rAuXFjmlkiX9ZJ7Fz8N73vvcwmYXVM8DSW5JQyagYVb8GxBlUDXsXb1ctnEFv0aYqoI2lcx4VEGbTfUxSpWSGpWGCAN79bXBTrbYkzoFVhBYfkGNFGL3f24yGtCSTUKgUbKxyBmSCXFAbLwUgGUmG85HcOA7m359Jpu/brQ1f7MSWqnXJaz+PLaF3f5cd+IaxY7MSo3Gr+vSuJJ1kfEAiFHAk3Ec+8pFJJrns556pM8kAgITDNwWXamDvCOb3iE8yic0GGvsZkA3BDmz4u122/VgXIBUjbCnhAEP9aSSA30mGyQCj75K7uata2B7hQTqblOiXAkP+pFqwnmJfLPXObjEtQUpuQI9N2REYI/hdTalsnN1gbgg1xQhBRLz4sASfzPrtvRgSAJvzVZsMxXbv7IYV5uQ+CAxSzheRE4UGctL3tw7sZs1hoMQsoVMbxEcyyRLJUIxI8kiH3yNeMLB7slQnfuM5YoqAOVJIVJhIUq+jDZoqV8WVa8A8JEliREBakYBtYkZ7yL4Q2GL8iohWD3whsWIXKZdEKSjG40kGuNs74a0fooX8sJvPKJTkKfHYGOgLcddjRyROkAssGCATCMA7mYoQW2JUwOBvJReGsij9WJckgdH7rMl7xKE3MCTj+BJ7MjImh0IUBMB+tGA/f6zyTmbzjY1rrqE6EcQWmpNKBN3fZQdysURE5hSIqgmOJyGoEpNhse6zN+epHAW5RCpRS2rJ9FwwQWNWQQpyYG0cnLwPrTFHiWTvnkdOJFtAInAliGRABaGSqFVxbI4VmyvgkPCTqbrZ0i5o5Inczu/4Jlt0OwLI8XuEwXjsAudfyB6y1H4PsDFp/kSZQXhUzdZZrPHPZJK8Voq5Sh7+j6WT5lUi/ViQigfwk/4kYdUBAKOC9NMa1lRVqfIBtIALXkiy7gUsk5PVOeuiD0m1YGvEXsL2iE8y7S2J2jXhACUEgTBe2NRnUYg/IAs/rYtYB8oINQAWB8lgnNhRVfE3cxFvcEKR04qEmPYZhQeyYl3ZwvopgPppDQmRRM8eksduz4kDON/nbVhjyQvui2HqhsenEGh5qNeRD7KH9VOY8WE2Rui1nzqXIJxylPvsxwn93LVhElKeTFHrmgiVIlP88RE+Af+tRTIKBJxApPnowdOf/vTDZBgj5kouwhCTYUkACKj1SU7JBBVmKlAlyGQcCDhjLJruApazbGm1WRwjcujeJJJMj0AS5sQcHrAmY2QgLGFzKPKV5KZloLrq53dVKSpp4AxQ9wYyZEQ12Ncim1hsbFtlL8glN2tizn0yj7G7H8lN4lMFCibjAXS9KQV4kIk5oaBCntjJjkpAIZCTSfaCRL+S3fiPylUQ+T/S0tfiC3yVL+xHx6yRHnMrOPvgFP4iAarM9B4lY6pM7zLGlPk1mxoPP+c71lUs9a5sSQHg2+Gu5aLysTYqXFWr9U/GJ8Sl+2nT8D9JBnlrAiEm3Xc/5kZmB5KeZFClUx2S48+mJlM9SQ7IL/upnq0B+yVDpNxfqwAuqZ7MHfbxXf6VDJBL2KrzTSAkLX4IR/tpAPIqUr0f75JEXQOBVjy09Kya1CqAV64h/pAQGKjw6VYeIkxVscZkdX4vAcIpNkHYkokBqgU/p5gg0GyAhFrf/oLF4pzfq2jZGC7IZbCvEyO8hvPsAk+RcmSYz2rl9SNiMEVcKVYQVjZWUCgs5Z9+hJRNxSqbwvGDD3/4w4fJVFuCGOj0c4OMyWCYMoCVqD2PiQHtHlYyzJRhJGIMR7BgzhwMkPZGEEaV+ASrndLmpLL1f7JM72pUdSABjIpVYtvmJHn5fVeyrsspgC2gUrlyeFXV3u2eTLJSaVAigLGqmCwD/CQbc03GgZG0ZovJyEN+7lrWvw8g4KRb2tqb9khbwJxc2kQCWXMfgUh5QBglD44vePqQH+uCbJDJyNPWBqAJWFJsn2SEXKgEjcvfIhRktCa5yfEjQBEa6yVRugbFQewAOGvQQOZ+KgxBTl1he/6memfnlmcBp5ihWolZ8Yaweha3qzxAZQ4AXlJFJpFOcwJo3TJTlYjlvZlROw75RfwRyJax/Q7JUAXDC6QNiZJ8+YQqMRkflAz4uTgDsObIFpJgb8hSBZPPJWaJ3BxgIOJn/P4+mY20YpoPqFiNS5VsPWF3ExykGrmQABEwbRHX2hvYmpTAcfGmguSbFEI2FnfwoVt8u5/MLpRfZBehQVLEhXVOBqddQ6tDnoH/yAnyIi57XOyD9FCnYRBMllP5OSJrb1AyttdqUdQdHXxz+umnHybj+HZMCsg+9MHiA18sEoBp5HMswOV7n6aDmaoKJDxOwDAmQ1LC2Prh/H2wACDAQE0WUAlggNs74YEaNrYlE8zQgro3ZtsHEOwzrzmQhQVge7MQB1MJJJNw3J997PwlpyE8gF7wA5a2D7kFAePQwBrblFwkC2uRTBKTqFUYpGbETG8YW1e5dc9foGPbAItEx7YCc5+RTTZKhlgBBCTAPfi7yht7F5jtXzYW6b360mohPQMhCYgvte3FkI1PfMJngbBKn8qA2VOAkgnmruCTqTxUNfwLKQCiHY+ICzBhS+tqjnv3dr8fgP/ADj6KLJoDe/CNfbBJMrGBVCCv7mGdyJ7aWlSHxi1SvfkCfOTX/60bu4k1MZRMAYM4WE9+xZ/FGPuIaX6fTLJgS3Pl9xQdPoAcac30o0XiXULkmxIfmdi6qsCRLLibDG5Ze7ZnH0mFOoYMIKN93gbbKZLEmYLHXDzah4wYVz+ShwRRRiiDEqTcoOBxTX7fT7dIorCZPdiav7sXhYctegM1/EEAFVeUaOQS1mwltVtmcFJ1bnzW4gQHJGdhDoLOB5Ip14EhKcAOVzchLRmQCoVsk0wQCTDXtKAqLyRgPzSP5SUDSA3YyfRBgG9v2EmGVbVUogLDhjiOHYAAFUPlDMbL4ZIBZTIaoJKYBSwJE7FBZnrDn/sKUs4nKai2KCX6wYKqDztxf4BlHJgyx7Nuqi5A1i0H/kO94CMqEclBRUISRhZaKVFtUh6QEQxWD0tPao+niZdKcJ965G8kD+NmR7KkqjUZUNEqsI6ATbLA2hFZYNOPmyFhqk4sGyH0GWRSj9j4u30j0ZCp7SdAotwLW6fGaKf0s+bAFglwH/YyTnhg3Vtt4UdIIyBDrHxHliQklVnvl0HSrLUq1F4bCYh6IHFK6E0qASV/AZCecqEisCNFp3eH+9K6UxzwUf5m74QkAvOAeFdmfFCyZw/xt18qA8+0EFr9FDvsYeyKKQSIArGPUu4WI4KlQmRbsbEfo6SswiiFUY9ZjPLjvRvcPahlyFznDO0Qc7OeMA72iVeFGWzuJxrguzhDWCkVij05DEabT0vi3bNPhtj4W1i4FSeKYMeQwoK6iUjw2RNYCGcxEcHWQL9P05FkBRPQ03RXTRlQP0NKXuFgnETFgeFIUJyB3N7PwQFMxtYrABxYJkcTwHq2faIYwJTM3Vfikbj1vTgeO7bsL6m6PkACjsiJYCOd6plJaskwcyCj7wHQOA3AwEa1LZCAZBixNsRWTDBk4AjoNwi1PTB86yL5Wy8+YxwCoF+WYuyAgtOq7PkTH0WIgE+f/CQQAaprAkHJjgSnMpFM2l5YtgqIPRBByVaS4NO+WsaWtFRg5gjIADqCap39vk/wwvZVdYDe+FSsAE1ciEc+nAwIAhlSrvaIGGdPFUpXQPyDOrDPc0ccjMt4ELF+XJAvko1VaipVMQNHrBEVpNsSxkGlkhz8X1XDJ1Rq5twbI60x8CXlihlSPqIjEVJQ4Ejfj99TsswFaaJ6qv4k6lbgVICIBF9VOSNiEoBxWcdWSigLlDZtSFUe1ROOSYjG55o9FwkOpvE9OQH+713bnfzZiQoEQ9wDkVYMWleJuiVxccePkDVz4psKMOvKN/pRYHmETeE4lYf9kDYEVVuzN25SBCV1dhPjB29+85sP+2J6ytgJWbQvAvywbUAheFRZkgZ21dISSUQyZQiGAwSCHbAKtj6vGEBxHGwXwVDFG4cko1/RCZtKoPowR9WD7xZHokIsJO6evx676pJjUyZ8lrPuIx2TSbycUzIlC7kGMASOQLR3SNrQI3lIhGwKlLFM/S1r0w/6+x17ASZBYr0EgnFgoS3LkrpV3eT1/czkftECktfBjcgYj7nwb0zWGpiz9e/kL3lLpli3dWVPoEO6RGC71yjJknStAbYtmCVZiYAq0mf781/g5tr+j4TvPSXYep+wxFfZkPSO5JLdzVHV0DvzkQv4gARRaIxHVcWXkZPeqWwOSLciQAKiKAF+9yAvN2mCW67BB2HOfooFmFu3LjSAPp/wGVU5YIcpFEGx349imSNyKVHyb9Ip4Icb2oj9uJL+LhKCgLEXHLe+kgyCw37J4CSSbV2t037sEk4hU91OMlZ4hfCo7CUk+OWa8KNPv6O6UJAohJQuRMJ4kRN42qe5sY/8I7lbE/iOHPk9+zUJlyNgtDh0X4WaccMghK1VRqRon8jITgf3ute9DpOpWvZ7gjvJAhU3khA5kkAwAAMDFGSOZCRt1yJvYEckeU5LtiaFNYPmpCoH991nA5OgLCyn6F6QOWG1AFPlLIgBumTHSfpMXkxQRSvRWUDVnqTCeSSi7u8CDZKcZEYtIPfvU+XYpM9L5xQAQrVHmpOYJA3sWyD38YoqPr9z//1svGCzBhIWx0zGKSkMKn8VLOYK2NnE3PsAAoBpja2r3p7EY90Amyqnn42UmI1LIEo4kqxg9nPMunvf1kMlC+ARZj7rcSoBC/g6HpFHn6Ho+Kw5I9J8lyzaz+YDM0lsH+eITAEja3OqDVn78AdET8wajzVCklqdQuTEhqS1NzEiB+1HyfHYMS6SqZjhA/AKkbernATciVGrhK/ZTMUn2Fjf0jgRoD7ZT9LgJwoNsUoKFzt8gXrVr0dlUzZGXEji/Fnillwodv3aT9U5bDM+uKkogMmSm79r1YyN2QW53k/omJNr+VwfDiP/sK0Yci24ZKO5ZXdlAAAgAElEQVQYAkFJ7JYpJRABQxRgoc9Yb0QZOe8DXRAueQceyYvWgH34E5t3wqYWImCwQ6wcPOABDzjsDxkQB+zzmbFFVZvqkjyg8iB7uJmSvx/hkXAAJceX1DgnZsbBVJScORnjCmbOqfrrnZnJBDkm26yX8fWJ3I8j2XDBOfq0qOR4wvYlEXM+95ccLKSfA9LehANA+4CDZCoQwClRaylguySxZIKZXVSfVA1EA3hjkK7Rj+dJvORD12YHAcnxrfup3smstSF4BRgwVgmpZjBW1XqDtIAyB4qRilb1oELTciBTdRCpIAQgFr5fAMHfBK4qsA90USnvcwfcX2UoibEJUto7+vmkGAJofr4P9UCuJKQmXpKYuN9PDvhb1yS99mNd/Ei1BuT6PeXJ2B55ktSaJCkY2JA/80225mcSPKIvOSeDD/BJ8rB/gUJHAbDvQYXW5zSIZaQRJlIZVX3kWjEsyfR+GcWJIgQZ91kKCFtTO5DMfpzWmD05oZWAbCN8sA753QcbJRPn7i+xUCqMj78p1ChgrSghfNbJumkHIt2KJuOn3CD8ybRgqRr71DnjkOzkLvHYffp9RoYnAviktYFTcAw57kfXEFJYC2vcd28chUnisE+0NGY2VLB6bPHgSle60mEyLAU7AN79gnrACQD0niRTwCTpYjqCvCVecpldpwxImuOMPiMggWRXjABU8rQwKh8VBxlGZQmc+sg6TmpjDgNK3IJadUw1cI3e2IAZA2lBy477wHnEhnOQbZMhUloDbK4nJuCAnyTGKThVMhXWfsGCtWAXG/CQAOy9CZCgZR9VKKWGHa0fpxWobS8+52ccXbADCtWKzXyqvn48T5XAj/gsxwdglBLr6nvvxiZ/siXg9Aggf98tBuvYx1GKM4QU0AJrgM7PKTwqI9Vij51sR7bmT5KXKoq9EGq/T4bsAGeSH0KlgnMtJLOlVCSaCmDMSAmw1hNWAfHVJpUqHyDNXgAdpgD2o+dUT4E1vihHlBAYxN/NUQ/eOvZLeBQncBFIU6ckd4SPb4oHrcC2k4S8n1vXo0bSzVUx0VUxP5dwjENFi+jwfyqQazTWwGAEinwOJ2Dv3s8g5nqzLOygJsBNfi4xKgKpLPys8w/FCIaIVX7PvyR/44e7vRGR7yMOsFARSglDBviMCrw3MJs3f0cojJ3fwRT3hldNaPfjr4ghPzq4z33uc5hMpWHhMRubGZKRBiUpkgQnMTnBLmg4WL8nGAgbLOfcr7bjLBZaz9FiJbPZjFMAGQRC1axqkeBJd30oPOeTTPudwclIv9iTqoIt+oQsFb8vdgD8qhjyjGRnLThTMjKK9VHlciRzx6CBpyDr3f6C1HpipvtYQ8lFsNtI0/OybsgQwiO5c2bJnxMjIC0RSlIStU0m2ieAVEWJTLkmZtvXMFdBohISGGR4yU8i7004lA/VgnGR/Sk1QBvgSTq90Yif8EnVublZRzG2d432oTXkM4EvviRfVZYqFXEEoohscvLzwmIZ+Ko0qGa+q0KTiQ3JgKKmly8BAiMSq3Vs1UwVKUkhJcBPDKtAqDHIUytf1tJ6IX7WXozwv71foE+Ecy1+RMamjKhYbcy0rsbXO+ERGTZEIGALn+RvYt7c+1Wr9mzAFl9wHElDoCV08alaTUaOhusSHf92L0og/IILfdrjfsRRchX/kpjiDkH1d/20hr/d19zvN4ebsFwc9H4saqccwM/3e+DFFiJhXft4ZpvzKDhw1Pq5h2KL3/O3VhnFHaVS5Y8YH5x22mmHPTDMx0K37CJ5CnSGsoD7GU1VA6DvDQQS8j6IRC97n9pEIhCQvUHFhAG57ya73/JiYSW3NhjHBqj70SZOgySQ1bDjlnAkRNfiQNQE4ChYBLCFbKmEbCaISL7YuYSMQXN8c+6KkaMDaaxS8Po/uYhigTl2xYFIABHgQt2gBKhiEBqVSjNVycxjXZQAoLgJoDlL1A34pKv9KA8f5uf8j3TJbt0m2a8qpZBgvVg3UqLak1z7Pc9UFAHvkUT+rbJgc/ZRiZNve8ySAkBAsMQK0q0qFustEVpTyUpy2wfymJOY77fAUU2QjH3MMTKiEkKmJFfEon/3/31JnIDWtcVfy+uSq7hnp37taTL+wy72TvQLasQbFQiAu4deI5IGpyT0PiiI78E4YyezmxNc2E9vdN+egsaW+/Ao1+J/igO+CqOSId3mwK/FpZ9LgPvJhx6X5E9NgJvs5Skk/mR84qLjkIoJl8wJ9opp64aIWas+X96eCCQEBluT/dpk+IVA9GFI2nyKSTELxxUv4kF+lD+78herPrtfaX3w6le/+jCZxjiWoHLqPheWaHKcEIgIOE65q4h2iv1c9d6Eg51bOIxwS+XJyScoAWWVowTEOTFZEktX2Fi1pLbfM4vRk2+Nj8P1KwslT47tsYP9bDCHw0wtUu+Ex7oFi7kgQ5KYXja5kTTXJ3dhlxyYo+vPc1LJmEMhXN23tLaAyqM51gJ4Y5lswlkbwPyNcanU+Ab7CWpMlt/1yywElATEjwXxfuc31s7vJapkKht2UCWxh7kCS+NQOfKNZIDVd/4MhJAm31VEfLw3blJAjJ1dJNf9PLvECVC6QpNstS4kRKQTMbVG4rHlT34ES4C16oQvAF5JQ5y2vO6zkpMqSYLcr23cR9B20oA1yK7qDXDyewSIvbT8+hQw16KeAFhyPqKhepeQjA8hS4a0Gcd+x7Y5iC2299Vn+it4+DM8sDmO9OxaEpI46bdPSab8ybjEn7mJT4SU/yMgydhSkQI3kSdEmi34+ca3ZDCf7f0tP+azfBV+wv8+q54ySWmjlFJ0KDnUM+O1jvJWMsUBGyv63NfeET5M4ZKH/F0yiu72e4rvCQNWvnv+0UC798kpsWz9JMBuARmGjAV8+sANk8Ds/S1ANxlyKNDktPrQySQYC7UlBwnSZwQuKbWfqdvPjpo/uZGdMB6JnYSHQSazqMiHRRAsgkTyAnh6n/0c9n6tpqQgGQAh/VYVOFv0ZjWyGXsgGcBPQuZIqj/g3M9/sh1bC1qAaz3Zer/cvR/r0koRkJQRG470ySVd4ChhS+zJye0IiY7d/N/aSEDWpAGMf/FfgGbNKTniQiLX6+/eur+VZCUphIrPAGvJAij2I3XGKDHzSRUSW5N02QfJ6ldQAnIJz2ZGwI8EWEd/71rJ+O8+ycmGOrFiHSU7ibzf/MUnVTaShdihwFE5ACzf6dcCq7bNV2Vt7ffrWxEK8dBtCHM0f4TGtZETRBT2GVdvjBTnfM/9JCkKk8/sR7W6AELQEQprbz3dQ7wi8q7dZysowBBOMQ1b+BdlS3uEatrH1cJPathWQPg3KZhPKDxaZaQSSpDy0X4u3Xqyp7XqRzXhITw1V7HKLsit/+8CLpkYhg/63/6PBNg9ryBDsrrtzG+2aoxYHRx+Tv/BBCU3QNond5mkjS+clXG3YQCtaqVfzrBPG2IQMrGEqWLbGwuajRoHaQITU2kLDNIhsEQsuh9O9gRE2Lc5SfauBTgAScv+kjxjmyPQlUyRJtKT8fSzpEBNstBPdQ0VB1kPidrPuycTHJIa+VMg7EfZJH9zaxkUI3Q/wWovAkWAHQU1Vtw7SqkI/AshlPTJ20AQUyXJtcQrWNmHvyAjfBl50XIA2i37Gxd5Dji6JhC3fmyuqucrybSJAIRqXXWgqqOC8FXSavfWEQLJyn19llplPYGBhNq9RtU38iOmdx9XTPPtVm74K3CWPGAKX5DcgJ+Y68crkQuJx99quxkPGVbiloz7GXMJ2N8Yn8+as3Xej4p10pAkYNneSKfQkEQQsP1MdTJxCPDt52EvpIkkrwoVy+1XbMu/kFoJiN/wO8lDEuzjMWGJ4si1bWY0NzGtyJOgujiAWwo0CVuxAIOpnUiKSlwRmExhg6jwc8SZ7eUbvWUKar/zG6aZE5KyX3kst8hHckrvL4Id/AUuiEv3h7cIEDvan5UM+aZuyHt88ATmtd8ZbQGbEQp4xgQm5AUDJIMAMjdrmYohOAzWQZqwYcy1sTgGa/lMQgZApNJ9iL/HgYCxzV1d5UmW+iB+xwnYQ6JW4Qr+PoQFU6YS7IMZOJTPSjgqkD5EH2AJYgEnOASmdQSCgKSfuUWKrDV2jQRYZ4yVYyFXpJ9kglbFbCeyCkeVrGJSbZHN+vhHm29sQFEBmbvAdE3+JCH1y1J8sY8E5BqIDUVkv5mon/OXGK05/1atmKteO4IGBPrUNElf8LIpP+KzZEckSiz1c88kQWvAvyUCxMd67rPEW4rjE2yLiCE0iCKy4ppd8YtpJIyfW3MSruIAKFFK+lEZio1DMcS9sftuzfmozXHdY5TorJ8kIYm5B1XINSTEfkRM/EuIxiF2+ZPqk0LAB/o4WC0x6yVGFBzWT9+Un21pPxmyCGPsM9oxa82Nd+8PSSa57nMs7A5H4mCKilJMNalEBMUwHDVX8SnuKALs2890iw1rLcnzVSQdaaOiIU29/2O/0Ic/IxhiidKMTPFt5CEZrJWT9tsFqQyII/LNJq3AyWGKJYRe/B+cffbZh/2HkquKqZ0Ca2UIydSOXBWPCohEzfFbklA9AVuOBvD9XuBiQvtc52ScwjgYFRnxf8yUA6reO4g26xF45uRaHF5fE5D1ozIcl5PqZQNYji4wOZpA6QoIccB+rRNgV4VyavIiJtlKCUfBdvcjRZgqQmMe7NaPWiBWki2ZVtWOBQN21RVi02+M4msc2vyxbAoKNYO9BH8nINfH5JE6PiCZ8LNdgSN9yfi1v8GugTUwRFiRPXJak7h9Ip1EBDB2FQVQgFMDmOoWyPB3iZEvI6h25gJFfpicvEmJn7GpOSB11rNbQBQFSYJagGRKCipciRthFOPJJAVzMX/rhazslt7e5JhM7Cg02J6N4ZQ5uoaKsVUgnwH+xmXTJVvzUZKm9la/W5tiRP60nooW5MBmQf4Gt/rZaTjJDv6P/EvMyIE5SS79BA9flJBVhHBsv80LTiDQYj+Z2JGYrds+UIVEr8KV5Dr/sJ0YgS1wQXUq1rUhtLT6lbnym6JJy0mCNmeFCLJkzn1ypC9EkJqCKCjIkLaW05PjBZBYpkDCKXh/8KIXvegwGVDcj8g0gwakwJ8xORopCbBJJpylD0xXadg9aJNBB1oyUsR+3pI0l0xfUtJnIHOQzCRC7MjPO5lhO4yIGOi57Gcl3QPDBWjJSIJ+RmIyF3MFpHp+AKSvpSK1BmQz7FsQAT99EcSiNxi5LkDFJo2XyrCfTbRmDRSSgiABZGQrc1IJGb816o00/r0ft7NukjuQEfz7HdPJSKr7MS5VHLKiygEoJMOWvICcRMdfBBOgAiB68YClGbTk4f4SkGtJALvnDyB6Axvyas2tD8A1nn32/z7JKxnbWk+gC4SM0+/FEMKRjK0BE0Jq7ZFZdkQO+E6PZ3/BGJWHJKGqQwbYq9+tDXfEm6TKV2Ef3ALmqjCVeduBcoWwIhuuoQrud1Ynxx8tkmj4IKIsdnYfn7/7XMv+7kthM0cSvpiB58ikzYb9pMzGbcoJJUQSUwxYP8m2lS7+IgYoqmKc30uEEjfM6ZPO+LciD/YqThQLCjDFlPF3bjFHdkPS5CP3RShU7+YM75ORxGGuPLiP93UPiqu2Sr/hUWyKK4WgOR+89KUvPUwGKBjYYvVzg/swA5NlbE7BwTkDJ+1NEgALkweUQJoErtJVmeij6nUkUxUJNEBh0W2YAayUgX0YSjKgb/6qAIEpAUqUjC4QsObk5Jd77LPDMX3MHhlgz07YHATrB0zmwgEBLBsIon6eEYskJQFakhfWST5WpRp3v+yepK2vjVCxh7kBVnbULujNg4ICOSEbI1YqDGskkQP6JhJsjiDwBRU+xqzaExhs0r1ZfXAgLbkZJzCyk1RPVLXTB/PwCdcEUNYcsbIXQOIWyP1ecwBA/tWzpkywH1/YO867N6v65F/ub322FA1o+7lfEiBbWnvJE/nWxyWJs7VE1PPeezcQL7jBbog1oEXikokrCpxKS+zujVFsIeb6JSn8SPWpWEDoKU3WHubwFbZJJkZU7ZIojNFK0JKhVCI+3fsUu6py1fBuy0hqEg+i2snM/G30Q0bsWIYflEGE1vq1T1h75F+rSTKTiFSl8FY7rjcE818J0j4jpIiyo5iSD9y7d5yzubnAJ/ZhAyRK/9s1+x3WyA6SJLdpGe/DYeRPhLVf6LP3ochNVO2D5zznOYfJbP/nJDK86iuZ3h1HBuz6aqRV0gRJABD7eTLOgG0DUI7v9yYvMQjgPrYTeNg0IjEKSKzc4ggA5IBk1/eXAAU3Fq5C4pQMSxJrRii4MT3JDNHZUpgg34uWjEO5P+CXPHe1bnzAuneB+iyANzc/Vz1xKKBjPn02NsAiYQpE68l/XEO/UEA0G9crBKwcGaP3XQIUiJJyV0KChYoAbFzbfTegSth96hYJUgJkN/K0YBaYxoG8dYWNXLAlEGEXiYoSYK7G1zu7+0CWZJKU+yO3YolfAcE+TGcf+SkBSv7WUbWg4u/zmZEJIM0HEWbKEsLgkTa/7yNA/78vFY+qqvvLyfhIqy0UEckLDvhuTmwr6QHLJlykZoRZG0Cbab96kj31QLsNoejgH/BUIbF3mCMJ8K5bCPxZEmV7mM0uChE2gTl96BA7IDLaHggW8iT+KAHitZ93NifxbjyIljVBUiinfKgfuYXbSK3Ep4KWE1Swuwff46JiGpe4R87kGf1p/r7fu54MORJXYttn4eo+nY/Nu/g0J35lDojgwYMf/ODDZORkUqub9XOyGDnDcHi9RAnZrkHMB5PsYxVdn6wDTPYbkbZMZQynenk7MMSSOCWC4f4Wi4TRmxE4hYQNsASVcXNqCwnMMcVkmJ7rW1AOT3Fge+OVZPvABklC5bPflCO57mfLVZqd/M3b+IAQZ/G3khmypHLsg+8pMiofxAFZU3VKav6OJNasF5sVFJIYQiMxs4ug9/N+WxcGzdGpPbs3DOgAC3mvd5TuI2StIx+ghLCfABbUnbCRI2u+X8Di/ogYIghw+wQv/7ZJD8kWK9ZNfPBpoNgneIkRVTBZH0FEzOCDBN5Pflhb49r+L/GxE1InpnujHx9DplVv2gxsboOYygw2dezAIWOlTCAYlADrJpbMvfcgiB0+CvB3ZUg+VhXufQ/J+JVxIFjUMHHJTuwJa/owJIRUXJmzBA23tFTEWitcvtwXQYAHSIdx8H9qBym4sRmuI1rWlR2RYfcU05TdfjzPmPkJ1UBs8DMEZz/n30/KUOPkF2PmG5IocsnvxG8/6mePj2LAHBEZm2cVTa7p94qLtstWAuXhE2QVjoZVYi19zqnES+LGRDk21otVAkuA230lji4QgQnD+FsVL5CRoDrJbkkSAyUxqXwkdL0pybV76xIjloY4GAfnUM1g1hIj0EomeUkoErUqSiVL4gEU+5i8ZBx5v+OVHGWupBM/J+P2gQ1AEBBZR0nWtczdPfXvut8lYfMJQM4nKBQqD5K9de+NiADC/cyfE7M1gPDZ3mfhC2lDYPiT8ZKiAYbNQRQmiTKZABRYEpLx8R99c0Gtuu8X1PMjwMoH+Ab7UTH4KjLXFbb2An8SBwiFpIbIUJr4fTN7rN/v9u5rc90vmWgFDvixuXUDOvtQDJvzKGISWDK+CVj5sYQjqVETJEjVem/YhHHsQvGSKCV567TfptcqgmTBT5oYJBNDWkTsQ7Fp8kZCVXmJDd8RVusobrWqev20I/yNNom1R2zglKJFcdUxpLKnuqqw5QQ2tq7GoRrsw33EnfhHYGA0jLHexulanbBVvcaKJIkdsdUHOyXjM30tbZJ94BWsVkgqfOQf42t1A7m2jmJbThXjSIscK9c0idu9fnshjP3gmc985mFy8rNhFpzhenJYCOAGjqoUbA9rx/zbWTkwlgSQyDAmL6jJBxatX5LOCSVsFYZHG1T+mKKNBRgtEOr7IR+qAqCtGlCBAGnO3CqC+XIsAQoQ2NycVACqnN5xzoGsh3GorvRHOItkAWz6qEbJFYBxcOBD3lZx7PdQn+o8ZAAGyPebaKwJB8RGe3OXRKc/xJFJhGRaidv4sfh+RGw/Ywvg+Yqkz24IGGmu31al7yhBsiVfMRdBZscpwta7QiVcMYREuoaqnLoBSPTr+hFEpINEyI+tj0qDAoYIsUH7BD8XV5QuLSvAqleKMHccsqXYdT+2BFzm7p5IuhhqO5mLpGFdEVKEhqSJmPapVnCBeoZE7tfeIhgeAxU7xpsMGUFq9YCRDXYD7EgMm3Rv3VryOZ9xf0kFsYCznqTpPS5iRfULFyRmxAcx1TqT7E6169nv2BoeKWa0NKwJvOuNiOKPDyrUkHNFCvwQO/C2FQDXtR6Ko6MXY3zOxkicipq9+vW7fMEaaG/xVYSdz/JR6lAfAoaUwWa2NBcV+H4HATLV51qIIeRRcpcnT3BKshlgE6C93R9DJgcAG44PBCU7Dqi33C8Q5+ASt+SugnZAAuDfUqLkkYwx9QwFe7/WMJngkRD2C9GTkS8wVsHOSWyY4RSYF4bYsouFwuD3jniAtd80ZE26tw6YBKl+kcAD7PqVFhh56g1GHFeCNi6s0Zqwl+Th3n1ojcBiJ0AOdNxfBSTYOXUfULJfuWmO5Ed2ck1Bxf/6cTMVIUmQymOuxinwqEECF3FNpoLgA2zJNwGaL5IlAOsXwoghJESLA8BK3HvPhiTLrv0ZQd6PWPXcJD3ES/XZCdKaSyhwABnyXXKxWQgYJmP/3du0rpIqXxHr1rGPgxXnqhIqlOoS8NsRbHe0ogJxTAan9rioGCpZT72wp4TQxw3zBRXPPuITaeLnpF7qTL9+VzUHO+wBEpf8TLwpZvhqYyC8ph7wK/gtYUqgxikhSM7J+Isxyw0w0WfYQmyxPSk6mQqegqOHLxfYm4O4I1pUq24BWWOYpzhCXLWTEBzkis37hEbtyH36nyJPDMNoSvPe2JxMbLoW+1lf9jJ362vu3WIU01sBNLejx7oMlAQAFHvHH6DX+1It+S7xSVQqEwm05WITBkCSAoC1kY0UvN/80xtm9hupVGA7EAGDDTwSektLFpnRORbmjs0Bp31kasv+2KFFB3psaxwAYZ+T3AGJ/ZM1BTMwxBiB4ZZn+9AaQKmvK4glSs6hEhe4CEQfBCKxuRZgYFNzV9WY2z5EJpmKkEObsyRmvRAa6y5hdlWlakKWVLsAFpCR/1xLIuhNJYjKfgzIWgt2J31h2ubYL5lAFsUQGwMsxEYCBXS+GiisB5AmsfFdidlcJTdjQICSSeY2cRmPuSIQ/Isvt/QMuFR7VCFr7LPIAJ+knPRjXRQ1O6NVZEiQ5MAXtJH0IluqV8mo4uyboOpJXhIiHwHafV46QG1JNBnsQ2SMQ6ywX++z0BZS4PAjuKCVZ/2oGxJStwV98TUxLjaoiTBw75Fo1QyOwjqVNEwh+/MjVSgCSGlN5mwHlbR8ArfEm1aD4m7vdUkmJq0HvGIfhST1QzyIwyaE7gefEGNtEKqjAsy1kStKRTJ4blMeJcRn4ZcWHlWKotpEmy8gQci+dTy4853vfJhMsAEMhuv+LpZBWiY1Y86Cm2FVT/6u5Tx/C5wtsmA2WY4GIPxdPx4heQFWRuUce+chhqo66GP5LPY+hQnYWWjAJjFh6/pxyTAoC2PTBNaJPXI8kip7toQj4AWYoBXkWK2F1TPi3NYzmSTBcdwHE8Ui/V5Pig38Phm/4WjsYd2AsuSAGLI9cpUMsPtbjuza5qSaIN1L5J2wfbEH27sWdUX1oIrH3rtalySA7X4szhwAMFas6uqdrkBPbAB4lSMFZx/aAYD7MRcgK9GwgySP7AIq46bk9A5rtuPv4lNsqaytmzVCwJLZ2c7WqmKkiHS/T4xT0bJbMhiCxIoRm6lUo3qiEjcC0Y9XGjtyTbZGmvx/bybk7922ofqIAf9HNhDYfWKjFlo/l01l2W/rYy/FiaLBnBG1rvztPYCxCDwfkZCoRDDIPbo9AudtbJVwYDCfhbPIOBIlTpMptBDi3VJEbsndCiZkRDGYDLGC59p+YgYJoaKZM1JgH0QyidA1bDJlr/3mQnFIiWj1FqERT/yeHWALldS6u3e3I/x7FzbsdfQ+bAzCTbG8PmkGgGKZTu8xEAb1//3sZL/hhFNgQQBSEOu9AHGBwTH7UQsgDDD3y78xHpurOKkk12d27/NzJVULjLkLIkHDKfr5PLKLhMgZJXAOBKzNGVj3ZheASoGgTBg7CUwVw677GdRkqpd9spi5cDRzAZYq3n4UC0kCapQIgGluG9B8tbMCG4C+X4bibwX5fqa5wZC0yz7+r9LGdhEsvoAI9Zu/+AJbkrYQMpKXanCfRtcEZ59yhPCo0PgoMiLGEKA+9hELR0zFrkqMz4oVfsi/AEsygOB3vgMMMQXwVTX9fD+iAMARBvcXu6plChRfabUFHsAa1TDytJ/0sCYImoSUjIKEeMIYcxAzfFPClmS674wQSFpAl2zN/yVXPopYd8tMJc/2HaM9ToQMWTe+LjT00vkqVYw/sb25iHF/3/1wSWqf0Q/XYSTcMHdz7L03Kn7+TJlQoSKIyK+WFPyiuiUnH+EKXxUj5sSO/AnOdsFozIgBMunaSIECTYtDNd3riIRTlJBx8QbvEUBYjcyI12SwmQqESB0dTXrWWWcd9k0lRtUelpJMc5zU7G8kTAaUIFXPHLKP5RMkpBFsjaP5OSAzWZKwXmAy8qHKgbxnsf0fcVBFccB+dA2zl5RU3EDIOJETzqBi616xZIDZAz1MlFrgHhIC4OvdgxKIoCBBAyHXNCegKGCbeO2XpOxHCIAhwJAIJTmEJxmnw0glUxsrrB/gYl+VURMcwU0JAX4qf2oBqdJ66k31c/4Si2sBKtcAFKo6RAg56QqbL6rEjo4J/Jy/kd1VsoBej63BUDxJ6ojC7lVJmNZTXHZwmwP78HdJjiwrMaog2aQJoXUT0hEAACAASURBVLWWxLUUjGu/8IeS0v17sUlSNXZkVnLl12IHielNqRK06wND49MaQLBULQC3n7Dgz3wU9lCQkHKx4hr8q19mgYRIYnxAhWiOFDHjpiw5BCiZIgkZNx44sd9sZzxiud+jjJRIzGLZ//dmVRgg5roAkjQpcXCbusLm+4UrfKJVF//eT+iIf/ZTvcMYftfvQJDkKQyuJSEiv9bLGiA83a6UsxRgYlcLY5++BxeQkSaXYtK6sb1xwRL5Uf6RlPulRXKsmGFza3CC4UgowJDTNtDb5aZq8lkSpUSt4mBsi9E9KmCzdyiTurFJSYyBTvXsNKnSWAGTygZAAD2JinTX5zP7W0FNZrEY+5jAvUGqndX1JQNz4kA2GwBnwCFBtLNybFWcBI41WjdzxoLZuefod+Zk7X25P3mIQyEp/fo8oEPWlKz2IxiCmyPyhd6ICIS1LNgYu7Ru+z3Q5tyVv6S1jzUFYKo6NmdfVWsn7P0s+z6nGVuXmJE3cSGRJUN2yOSSBEavYgV+qmQAgqglw/pVL+7Pn/iZ/qFqwbWMPxnABiIqVnEnCfMdgN89db6wY2GfoWx8iLzWQe/GVskgomRPgIk4Gx/7OXCiTyeDMaooMqvY4RswhaRKzRAPyeADLDRm14B12g/iYLfHksEr0ryNRsZHXZEQJX0bdLtduQ+4sWlXT3ZvEFaAKL56z4b7S3ykcdKuNecDqk0KhXhNxtdgtOIEOfEZaoF1lmN63xPCrF0DS9jUzxF3id3fwcJksI/UrfXCjlqi+1hbsd84j1xudRN+K17YS9ztUyuTsaUiSrwr/g6e/exnH3u9JsDw/36mDmMnhcj69H+LouI1EIDVbNxkAIAqQSUkuXEezBq7azausmAQIG3y7qvSIGdJAII8GQeRpICKakQQCVCOLgD66Eg/0xrg8BxMAlQBSLpISvc+sUmgy7E5PhlIYt4vZunn6SVJMhQnVam6NkKhD439dhABAsnTOHtjWjJOC9AAWe8yBpj77WUCAYD6v8+qNPrNcmyP7QJ2frfPfLYHQeD2SVnWHisHWNZe4LG5AAY62kvJ+CAiaI4IsrlLnAiFBNptJXN0P6C3Cam1p3Igvf34DeDkm8iAZG9uiKIYakWJCuZaJEH4gMyJT0nPvToOrSXyLQ7Fyu7Hmzu/6wpIwkFM90s0zA2x9n841y//4O8In2tsCdwXBck1WqpXOVMt4Clplz0RV5isQusDSlTyJGeJmc+yh5iGzezaT37YYU9ZgyFIMBtokfJdhKPfJc+/JRyqCj+GcfsQEffujZGkengPVxF2xdPGLRuY+7hhGxARGrlC/tnHjSLhW21Lxq/5IhyjlLK18SDj5sZ3+rNwCJk7ekf7y172ssNkmCtDqa6wumQYKlkH2Em6ghmT8YiRyqefXdPPdV+Vj0TIWfeznAzWh6/rU9qtKNlj3a6paqIMkFj6GEqOq5LFcNgFgAJJYECSahAkhWOcKkNOoYdmocnderiYWjL9WwABFPUv9zOlEqQeWx/wsN8XLpg4h+/kmX1kZMuye3xAl8zHThK0AABS/QgIoJQEAAJWq9IwHsGmEmj/Qgz8jnSv8pKIAIpNJPysyZLKUZIwV/4EIFRb1p3/tyIBuCUxSQIJAkZAT9sJiWrFiw8ABP68H3/Zj8sBxd7Nay7GgZRIAEBcbO0347XNtkLkmogoXzV3RJBKk0xVpMIWw6oncWfuEiG/736lmPVZrRYS5SaT++jgLg6MC2lkYwlTP9X9xR1saiKLuPiM4gjRAtKIPIIvfpugalmYEzmY2mmO+yQ02NPnbUiMVBXEFPmAzZIvPPO9W3laExKQ+PJzawP/tZeQud4joVq3fvBS0aIA2a0y8dCqrNg0x30KmYSOFCNicl7ve5IrkEnVO3zi14o9xEe8dAwhIYooyZ2idAIIGSD5SE+75TwOJZEwtgExiIEDSwm8nzdjKAmGk6p09osg/L3vnbAZH6hgPKoSjBVQAWeMp4/4U8XZ1KViBjL7TGdzI0c2OBuX4KEASCx6ROyn6gJCfSi8JEbqYh9kg3Sq6gT8gL57/oJhbzzZFaGECRiMs3v+koY5WU/JXoJmc6TO997tb8zGh1jt11tK9tZGddUbsvbTBcB676gGdIiNarTfbraPv2RzCXJLrYLLuEh1yTB5yUoCBhiClwqCMGPjPpdMAsT2gTICRhngM3t/iKSXnHwsrYTk2tbT3BGePsIVyCB0m/wgbZKG6k9C6GeUkSTqCZKEZIotPsMntC/6kUjJAD7YTCUxIZlsjERqzfR7CygfksVWEfgkbKEMSvpdHBgzMoI8Ssgq1u3nsKdPCZTcKTQIH78X/9Ze/KnumpRTNTxupxpmUyQEIdNCEAedZPmrNef/YgnOwnMxhCh2n16xsl/OAgv5m/YDe8K3fu2nz4hhhY+xsyO8QMBgec9RPhSzdo1r68AzRGLjh/hMhihTnRDWo30zd7jDHQ6TSRIMaoD9qIVJAXQXIR3R5gW5QNhvtkomSCVgzEJFJshVRPoRJu2UqWQcSiLhpAiEfsNOxnqMLcVhkXtXuoDcr/8EAvqIHUR6duwGIAWTCptTYJCSb1frSIXAA76AdldoKsp9PF4yCQRTNX+qiu9ARgC4lwoymaDmtBwMafNZDF7SR/76sS5zxL5VOPpIApWt+QjHd69kCBYA4Bs+Sybbm0moR/2crfWyC5sUyQ42rLDxfoF9y/6qJNWAnqPkihxZe/4lmWDpPTfx6NpsivlTTFzLuvazt8BMAjLXfUiSpAvwrXMytlXl+SxiyN/5G9AGWF0Vq/6NCy4hVhKnRCBZSFyd/GGHNeZPJGnSJZnbuhlDE3pxhUAgTZI/28M12CT2EclkbE2BtD5IG9BmJ+TWNdpHJTaFFzxle8WTgkLiQbQll2R8Em6Ke1U528P//da63v8B2xQDbG0t2IevkLepbX0OAVVWPCGNxmEtEAt+r5hC3pPJRT7jbxBVc+XvVD6EB6lKhhBItiprmLefwnENMnu/MndvkuXX/O7gPe95z2EyzkrKxE6whWQcnFNKYuQCLE1Sw8Qk7H6NJRC0QCq1/RgACYkTAUWOkIwqwPkwV/KdDQSABPgBg94FyqH3iwFUZO5BCrMY7NctBI4FICwoiZyMZ5wkJgvap8xJQBZOH1JFoWqwwKoXPaq2l40fQJmTADlVuR2xqivVZz9nqerVK7aOAlEl4u9URlhnJ3+yIlUHCdEvVfHYKEOhMLd+ZlMQIDAqacFM7dhHuEpA3TtjU4AE7ChMlAjEQYUm+famPvspJDzAZJ0AuzXih5SL7sMhCkg1wBczEoH12oeRdG/dNciz7MRXxXqT2x7fqcbKJ9mS/0v+4o+y1JssEXJx5W/2Ex+uIbb5XwO94gB2GJdYRvz4sETNN7onC6jFDHJmLdxf0YBYkzb7SQaYpmJW9VEG3VcStv+BKtNJlp9LarBD8pDUEAuEYx9ik4xCoqIXu9ZEIbJPFKOm9ZkPqk6+x9bsJw6tvQSKSHf1CafZzboaj7iUf8jZ/t+7sa0DvIY9fEKyZR/YyM/6cVStsP2ub1iCPCkQjWM/VZVMMQCP+Cz8P7jxjW98mEy2J6dhd31Kk8mpQiUr7ERw6xmopkyI4yVThXOCPoUmGQaGBFgM15aEkyEMFpm8SKohkXMGlazx9/O7Fg7I2cGKpZvr3sm5AzmZBVMdAGeLoaIALhKV8fXRkVtO5ECSAfWA46tGSXL9knSyJ3u4lvGwI2BAOPw9MpCM42P7WhoIl6RhnREfPf9OGoBLYsSg9zOZ/JBkzjZ96hZCI0kADMHBhyUqZJRi0CQOuVDBCmr3MFcJG/HCvFtZEiMSNFJrHSlKqgFxaM7dAxUjbKoy46sIjnGYG5/m/8mQaQAKWPk7RcJ4qWndU5fwqBTWz3dz8Bl241ftC+Rgtmdzay0hIbtUM7buQ2EQer4AyMUl/7J3RAWpV9sytvhmU6RcYjI3fWcVG/kWziaDYcil+1nX/egabNKzbVkWIVUNwxJ22ieviR0Eo6ti/VnkSCLeL/jZj97B4d5Vr+CRePi3irv3LSRTHCgcu++MQCF8VDrrBmuQEgRnvzo2mXWjhKjGrSNfRApcQy5pNQhpE4dsDTeRb/4PA/hSb9y01tokYloOPbjNbW5z2IbhPFg4NpoM49I0Z3wVmcq7mUwyzLEfSVGdSFaqFImZxMM5/F/SU2UlE7Tu4zsH4lCCmGE5YH8Zu2qF41hQ47SQwICEDoT6Mza/+VsOBoxVyf6OnTGwZFg3x5GAzW0fa2pPgGsB72SCiGOzn7/lxGQZ7Fu10C/ZcD+ynQpR0kcGJLd96hwbJEPGJDwyFDUDCCIMAEUg9/POgJO0LLgRDNdiYyRBouyDU/QwSZiIg/EiUSRLZEQSbkncl4AnBfIB9hMXFCgJS+JMRhq1Tli/GFFZIHGOuuQLPUfjEcuSu89KbtQGQNsnZLE/DEH2xYq5uQdwOhXhUsmr3hAKlT9AVc0ht5JtqxrIGEBX8aja+YBYQvQRkD4GGfFTYEiUEo1rSIBix9MTcLXHJYaoGMgcP4d91tN6U9uS8VtFgr01iPKuaJEBMd09bK0SMSvJ8xeET0yxBQLYB81Q6SgiCh04ALfgKnKHdPYeKnMUd7DDOu53N2hFWqP2d1/8HilxX+OS/+Qrc2uiATcVoQghzIb7YgWxl4T7jHPztebiH74e3OUudzlMpsokYXL4fs6SBCPgOJpErH+LWQBe1UzLn5yAwbAyTiBhYp2uSVrq9zurkjiahbIJATMldTFkH2Lgix1UjAJPxSV4sSV9U2DZr57kpIIEsBsvB7eQehz7vd7JJD4ODwR3381mQQlAIKpYkiEX1gcpAc6AAMFBMCgDFIBk2OR+ucfeGSxwSVz7rULJACXC5ZqYsiRCarbvgu/0c/5sDhj8n8/uR/oE3akOraFW+BukjG+QwPduX1VFP/8JIMWEWJJkMWu9WH/Hzv24kkf8tK3sSZDI+ZVxqIr35sses/ji/2KFf+2nIrQ4klGlJAdVOgDT2kCiAJX17AqIzffmQf4j6SI8iDaSbr2TkTfNl5IjVvmAogURRNB6XwpSBpwRBeTcXO194X8qpd5EZcxiFL4ij+Ym4fi5a/Q+HrEsNikhKlnKqbnBGn7er56EHWLWNbc9JB77aigGve9JjFIYqBXwU/x3OysZu/XZCiRnvorQwA3JTZVsnHChibOkD/O08GCPn4sVMe734jYZv2FLxEoBCwvF1D51rpUlWAb74ZXNgQe3vvWtD5OTq09MvntBkhIpxEUxMQlo7xoERr27GGMQ3ABccJEfJVsAIRBJE8lxoE6mAtTvAzIMJOli631cJoYqiLB+AWchyVEMKmB7d6o5WHTBbIEFBAABXJJx76onq6iw9QnNHXCaM2BDeNpZSTgSD/YoIWOoABhY2vHpmsnIiewDZPgExgwEVMvs2D1/agrHRhaBMEBna0BLNqUqJGM7gYbgsZ+gplQADIHR7QhrijQideJAddVnFiQDIC3PShJAFwBI/vxKtcqOAKY3Glkn99F7ZGOVLokToUUcu6JVdQNUtlfZS5zwQXz0Jiq+4JEvFaP7sel+daZNlv2iB1jCJ60fEESeJBqV7ZZtkyHwSDcCSqWDOSow/m2PST/+Zm4UGthGpULOFDzsx/+7aJFw9vpYT7YWfypJc2y/UrmzDz/axIIC4drk2K4+3Y+SpAhAMCRusSKWJLF+UxqJXszCZja3Fsi4vMCOvcmXv/qOdFhXdkMI5SH43u+4F0fUAnOWs6iPWi3IsGKn95LAWuQCFqrCJej9Pgqtj964ieTyF+snZxycccYZh8mAkYEAoe7lmfA+dYlTCipgKalKCH383d4Kv993zYEYarNhE+pxSFoWg7zA0YCSKhBICoRkNlaZg+SJzWJAjC5gsUo93J6/jR/6RrsvIuGwhcDtoyMRA85hPwDnQKzYSdUFOPpZP9ewWQubFcwCD0nAPlVs/ZjSfu0iZk/uMaf9Ag1g6Z49X0BGJkPmBIDkuo+FBQrJBBolR8VGErfOiAyAM3eSWDJECtgIHsyYzwouc5QomniZGzsBLr7LFxEy6wZge2e39bEGlBJ+Rs5TaUjk7IhIJhP/lAdADmT2kwLG1UnW9dgcLiCqgF51vJ9hbrKrWrP21AFzQZp6L0syJKX7zkgt9YBqIemr/MnvJGk26L6zggEhkNTNHaDDSMkOmeo3MyEu4hFY2xfDV8UKW5hPb9KDgZQY+Io0mYMiglQvMSKGyeAmTIZTxg6DJRzridD3S0mQbe0PrRWx4v6wRbVubXr/B+l97/JHeiVm+Cq2EIjeWKc95Et8wSPFAaIDA/1dPyImZo0ddvAVsWwuimG5rXv+7IEIu7ZxHJx99tmHych5nIbjAYUeEGAVkGQ6jsRAmCmwbGnJNQQieZpzcDDOIBExXG+Y0X+QxLEyMgwDSXqSGyDtfgTwpSZoEZBjyIv7GTugRAJOJolhv1ib5C/g9Ld2Eu5+FzDxyNM+5pSDAUU/t44CNRmGKiD18LBdwAaMVeQUilP1sI3ZfSQkgMbW7qFS6UcayPuSg6SvumRrVTl/kqD6ETEtAEGMUBmfChepYnu+3MnD9YEv4ikx+Vtrs99u1H16RNj9gNxOdnyFKsX2/dzz3lSjbbJbBeLUZ/lq92YBhLV3Yh6yqT+4FQsqQzI+qA/IXmwOdNhjH4tsg1bPmz0oDnyCX/N3yVVcUK+SAXT3Mxc2RrKRS9+pDDAgmfiX5MWOubP9fqabItEER0KmQkmUYp3yQEnxfzHVh3fAUzaGHQiizyAy8M21e7OshMyv+RlyRJXi38gx27Tt4TWix/esBWVknxqIDPe1tIv4qFjVpnBtc4bRWzlJBqfhF7yAiWJZ8afYQzT6rHq2tGdDC4MCYZ2QOKTbPRu3EBU5S0vq6OAUCVplIenZtNPv/WQoTMWCqU4wQwlU4sYkBE4yiViVC3wtAgfyeyBo80nL4JgWIDVmUgM2hNHulw/0S9ItLhaO1XKo/WA/A5O6muCowgEjJ+QsGCCyYmEFyKl6xSRAgIm9CVRVluqKPZsRIij2D0iEng3Ggv2d4GeDrvwBkD6NAGRjFdt+FMvn2icEjwSNJPErc7c2wId/9VuxfAawq5IFFyUJwO8z2VuqlzwAhvXU61dFuDYygAT3Oe7IEt8wZsyaTwJvtsDWAUoyNt6PGEleyIG1oaSQ7m3WS2aNxZCkRU2RGI1bVdgSr7lJYvswJHEJSMWjllUfCiOuzBeh2S/AQAp8sVcTekljP9fvb0moWkQSgCTXu7ERBtjnM+JRzLCttUBU+/W71gNx4IPiXuyqbI3To6ddyarg/QxxgEfWAEmQJPx9kyV+xZ/huXhDopBtMSy5diWLuFC0KAF+Dl+RTeND3nuXONzhRxQ1OQKhQGxgNEzvwgyGII+uBZfEFEzmj/Cr9xdpTfBJuWqfIcA+FCUFcB/SJN7gOiLNFw8e8pCHHCZT7XFiAdrn1QIVLEMFzVnIMPsMV0CskuzBYpf6DQLAtQGE5I/dtRzkWuR7bG5vWGFkhmP8fneuPgTHEhyqdRWFIKMe7PfxJqNWmL9KY78VSLUlgft5g/N+DZ0KmqMBIYGBEQKBPuNYUKggOKW1JlWSBgW3a3ULwRe2yH52eJuDSmMfutDvqN2HT0j+koggBxTWYq97MtWl6lMQsyNfADZ7138fmSrwkI99wp8kwleRJqoDQpSMT/bLKZKJNyAtyVBjgFJvzLI+ZDrVkrGb436MUALqFz6wNb+RCEmHVA/SpXjs3cWA0bgoXYiOhCmGkUyKjX0qPQcVF59FlviX5Iqgicd+o5ziwO8UJUBZJSkxwTMJtTdG7t3x1na/CpYvSraqz+75uwZ5XyISMz7LXgi/5N/nWpCcqYeSLeLCTrAOxoj53vikAoSB+4x1yQPp3SS4N0YqxJANj6Qha+wFo/kKXOj+LvIt3vajV+zpGuIQ+VWlJqN+ijMJma0pAB6LFQfIeysS8B05IolTjhAdKp9Yoni17cWQpI9026B5woct5D4pSLWXDAhyeMyCJMJwApYMKjH00ZFYHOfEhgCsSTOMKhoJAMB9P1IIxkJGdH9g57sKrpmX+WNaEiKwxpaAoMQjETBwMslpv1BEkAMdhAMpEKj9jKt1Is8JOOvGsVVz7IX593OWnJDcwsFdW5IAmuxpvTthq6IEKedVEVkDlQm5D7HoXaDaERwcUAg0Nic9SZwYa58ChkD4mYSkulQFutd+7KtJHDABbnyVfZBLiQHQA7B+cgDomYPP7ERg3ZA8VWk/A48A8z0kFml0DXZCRgBJP4JIpTB/a0zJMj7ABgR7o5+1BMr7bXmqPvL2PhGxgR4J0TJjl32mgXGprigk3Z83Djgh7gGsGBaHEoMebT9hwdb+ln8hZ8j33imPaLf8aYMVv0KWJExEUVzuZ5T7jAy2s1dEEkU2rK8YQnoRon5iAPayKd9jD8mMOkWdZYt+kxUlxvrZyIoo20Oy3zGPXCInyWAITFZw+RvX2PtkxEHvx7LJjd38jWvLGVQ0lS+8EEvJkCTryJ/2efyUJL5i30AXLbAORkvUCrITNidZDElDD7J7VGQVYCaY9bnIaoBkH6HXB8xLVpIFhwIApCMJnYxsXM1UVSuCCGDqpSEd5BcBzFC9gY3zCXzjtIHI4ggiAaFC6iMRERQgh+UiMoCejYGRe/RhJxgpMOScpCwOJNit1X7OMBmWKBFxis02ASsfUREZQzIJWLJVmSEMHFDFgawI2H4KgU2pLn7nWgBsv20JgPUGFWOVWAQcxcQ9BIJ1lOz6RCrXAlQSze5vAUkynnv4XDK9T0mUD/I7saQiE+SScZ8JL+G4FtDxnd8DeuuI7HVvnb/Y/Kb9xWeBoB2v1rHfNIRM2Bzkd8DHNcjolC69x1bzkGoJ0hy1G/iTuGPrLc8mQ+gAJeJA0VHh6nEiAbCwlRsxCrj37mJFjZhWYcKrPiJYbGzFij9TE2Ci/RZITCtwCLk1QCb5l1ae8cAWGNUvB4IHMAaGwC3kAwmW1PhoV5/Wz45zSV1So2awozWhNnSbRIxSiBAKiRwZ8iibNhJf7QNKkAp20UKEB35ONdvHiLZqBmN2Dx9+yQn8m78bQ6tU8o0iT/sBAT14xStecZgMWyNrA5B+Po+D+bBJkk5U2DtpYDNdAWHVgomMjnUwmCrAdwvfR22apL6j4CArqHRVVaQkMrx+RjIVj2TlMaX9dhnXEsxIQgM94iLRSK4SEFvbpLCPDO0ExAklbkSH1C1QMWaB6rGFfjifw1g/kgzSJqlhrgBesPeZvPsRIckBK5fEyJ77eMPe0MPm/kbAIYL7vGhzlkCb2SNnwFmlb33N2brxAdJXv5Rk78WQdAEoYsieggyA+X3bRXCrQKwvMsTPgSKQ7ueeJQ9VC7sYr2sAKkRC1devCBQTeq/UoP2KQKCDrPcJhSpToMc3+Kh4QBwkInjRL9kwZpijEiN1I5V8hJzOBk0Ejdm1qFBwC5EQd3yDn3f7TdVGztTeMg5tCCSPHeFo7wiWnNxH0pWo/XxvdEUAmwgiG+ZoLeAslYdPwEgJs1+ZyxeQo33QE5yH1daGL3QBRPJGALUOKKWwcFebYrkP7uIT/EjMIAXsZaMpBcN+jH7/uyTL1vDUZxWIcE1+5FetDFo391HQ+lstBNisUOM7bJCMagBj+CYbH7zrXe86TIY9kSSwy34InlNIPADWADFpzEcCBbT9OjjyBM3eguozqYI9PsFptsyQTLIn9wBILNdCuragk0R696AF5ASShSqePLYP0+CsEnwyAEmKI5dhbQCLXVxLMuvDYSy2+xsfgMLSKAH+z/EawBAcFTWQRp4wRImbbCTYe3OXqkVlCAjYFBmRmLQ8VOT9xijEQMUjOQFcgWHdAIjkShVJpvpAVJA2Vacg0uOzvoKnD9UxHja1rhKm8UmAgl4PtzfWYdvkcoBu3fzfOPm/6qI39FhHG1SQEd/3s6R753z7/T7kgWxuvMgloqoK7Ufp+JFkYW2ti2RLHnUt/tQbxQAXggxQkVpKjlgWDzCg/R0JAroqfPOXTMUnBUo7oitsNjU3CRGAI9mw0f6Qvak2mXVCcOCE8fIf1wLe1kY89tglOC0eSWu/qIn/IS/wLJlkaR35mbGzF6LFPvt1nMmoqsib+CenK+IQQLkFJnaSVSiKaeskN2iTwgnjErddYbMtOyje2Bo2Sth68PJkPyarXcpe1Dx44L7G65oIV2+skz8UedqjSO8JLIVBAcKpzkwFavvRIg5nQQGIAZJMVDNtAAFg44dKmtMCLAsqMPvBdaABZI2dEwJBm6n2qTW9g1pQIBT79BpM0LX8nixKzkomeNhDBXu0Rf9zgeGeFthc+zhRfSUECnN1DYwVcFAX7Bzuna4IFclLAAJOASq4gTnH7L6l+SJe1pjkBrAQB8oJltzvGgayxidJYfx+T97nQ4hOB5F58w2+q4rj16Q3VYzx9qYldgKQFAB/g4AhOGLKmqlOk1l7SczYBbs45OcAFZC1JL6fXbV+ZGJqB1sIfioNwpGMsqDqpIpJjO0/yRC03jxnzP9f7xXAiy3xJ7n0zlsVoX6zqs26UW7ccxPDfs2t+EPgyfoSsrkBUCQYfrQCZy35FaK+N3kBfGvDh/uZfHK01oGxG59EA2NcS/XV+2UQFcqjpCUuVfyKATEvofbhUbDEXMUoMguTqXfWFfa0OgWH9tGs1hVxp5AgHhSM3nSGOCME8o/kTi2A0UjwqU7alF/ggVhVrMhdYp5qZgz9OCofUOTyK+sIs5EByVe+hB89//30liL04MwzzzxMpuQGEEC5G/WcFFOXaCSYfaAFRiQAAF8yspPkj4GS9yRI/wfOWFQ/0iC4Oek+05U0ryrHyDiznkz/LZKhkuC8EqS+iYof8PaBG+YAH+XQnAAAIABJREFUDFXJPsvh/Z2dns3CfemZYbECDnEhNRm/JMs5+jE41wJQpC+VK6bPETmxOSJZyckHCwAXpElS47wUHFVpnw4maCVkMqNq0zgkHgDGbs2gJT52QtL4rkQj6SEDiEXvKHV9MQIQVOmIAqJjTsCon47QC5MI+dU+1hQIqjTFljVIRqIXGxISYKCYAB/+Jg77eXpJQxLRO7QzX9K33qTdthOiQPJTbVLe4AdyxA9Vun0Gtb0R4k9s8wX4QSZGaPbJcX0//gPj2NZcEBj+by1aBZIkkUk4yQf0go3D3hJJtjcNIijI21bNkBS4gQghlYhIMuuE+OmLWzckk6ohyRm/PQDJ4I9kaQ3gFDJEIbBuFFVtnGSIOyxBSiQ+qoxcIjGJ/X7zF6UUyRZDcMza2P8EE8Vlt5PggDnBFEXV3nBnvZG4fjxPodibE5PJbXxT3kGakN4mXnInjKEwyVUH17nOdQ6TYa4MDPy6z8VgwFkAuonJuPjecNCbXIAYQLeAEiJpABMiWUg8kl5fiyNZBE7AcIzv5+7Rh+hjToJbxYg5W0hBw6n3DvBkmJb7uTa7qcTYgP2w9W4hkCaRIICG/QJSwUNm2S/fSAbIAQBWLsFYZ6qH4LeO/dy6OembkixtPEGasHOsl2zULZf97L31IoG5FjupqrD4fjxCP9JcJTHsXJtGogZ4ArOVJeshQbIlRi0BujYCqc0jXpIhh6RUJFKyta6AQ7Jlc2NIRmURqypsNkbmJCD+KFH3CV77XH3+L5kZJ38Xl11p+J1EJNGppkiBCJ/1E5+d/PkvHxXv1pNE7ve7ndPqgf0MEpHqDcD6uXvycz/vA5+oBoiw+7MpMNanVylZPz6cTKIWbxKPdeSz+5Qy9nTtZCoz/uw7UsTmKmoETdtN/7XnArfENIzR09+P3CFCfaKl1hTSy+/hvFhGXPWWkfY+10KO0BLYZ2awn7acos6c+2kgf2Os7sMHSfcILGzxvfdbKNqQIUXLfpwYCVEEm3sTHDbdTyP5+Ql9HTeRADx206dtkb4xPw6kmsNksEwMh1M0KxG8EqJgcQ8yFca4Nxr04xESC5CzUPtgCwHCKcy5jxOVPM2FYwkahuPM2zZ92ImKDJiQZDgD+b8fQUmGObe6IWn6jPtZUE4L2AAaJ++j+LBdDoSMGDvpW0VGerIGbXtJQXJVtUgi+qf+Ts/K+FWHycmBJSH6rHEiZqoVc+1DNDBzhAX5sRZ8hAQs6Up2fZY4UOYLErKfA06+Awz4ZQM+UGEn49pnnauIBDXgbRJHxiRRAjCyKwIm6RsfO/XLI6y1itAaIDKuaRxIS1efQBcB5P/632JK201yMw/rnZz8tjc4INkiQzAIJqnu+9wBhQNSZG7GTgngE6o+VVcfc7oVkb3xEUizFyUH3nUyg738RyLiA5QBZGkfAd3H+ko0/EVMGDvccE8YCH/71ceIs1gRI5KtOaoY3QNmN55aH+QDIYYpYl6egSPWqJMZXCQTq0yRKARLUpUr7MvozZ9wU6ElqYqRHacesRXL/DEZpW/7mTmLIfilUJTz+kkLxEl+2acZHtzvfvc7TCZoDMjNgHdy8qYaTJATWAQLLogsUh+rKFiB4H6toMAgAUpILd34EjR6PhggB8MuXQsYqwhaZsT693t3VSn6fwJAEgZgDJtM8nQfMjE5WLIyfj0YScP3ZGRD3/W3VZ+SsF4LCZhd+z3KqkeAyjk4p4rVuqragWdLl5ts+AxJV9ADFwqJpN8bsji6ubgGHxTUgFUiZ8+u/PmAQHRN9xc0+1WjWjDdlmiQTYbUAgCgBMQBGF/iQ8nEiIB3X74gmSKI1CLVezN7yWm/t5l6IZapQhI6otY7vFW5xsM3xKcEAEjFmjhJJlmIO0DKvxBCa2K8KrN+La92A1sDXbgElJEB43KNXj8+RkWQnOCXRCB29/PYfVIdCRnGsbX7S74qfT8X+10xUuPMRUzzY2oMCdgGLNVXt7msnzUQq/rRkr/PShLUn35dsQpbsrROJHAEh62t0d6Ulkz8axX6jPvt/TGqVKTkVOfLw1MJW16iwto7ZM6u3Sc08gF4Zc0lauPmq9YVdvYLYRQyYkFB4TPaIT6zlbje7c8X4bqiU1wevOUtbzlMpvGNTXHElvP2A+D6av0WlGT6gpzVNXpgrrFflbbfJcwRye6cpisgRpTUOb7F4EgAQ6By+GaEmCfjq5b0RAG9ikSixvpadjFWwUoOA4YWVDUKBNy7WS8QNDfV0T58Astjawveu9cBkT6lqkqw8AEqC2fhI/1oir4QGdu4PDmw3y62X+bQh4oAhn0KkUSuorWuwNt6dnADAn8LtK2BakWCluBVbtSaZPrugEJPCjCxI4AwV2Po0+8AKhtKyPZm2KOwDzSyFm17Y+abqhUAJWkAI/1DFXn7qorQulg3tncNcWstumpBYq0jFQX4qjAQUXgifrtqoX6pcqlzfbpXMj5AJla9i8+2k/kqHBAdPqsis98CselzB8SG5CB5ITR8F6lUmEjKfRAVjPO32h180HjJyhKDQqA3d9knwCfhBEy0SdZnEB3tuX4iBbZaLz4n4SGoWkVwigrYj4hZN5tTtRvEPeyzyVEM87cmlT6j/aZy1QumkiG1FJ39cpxkSBh/Ee+KJvnGtfa7uPuwE2qOtReHYon/aR1QOxGO3hOkJSYX8IWjjZrXvva1D5MJcs6AifXBKYIY6CnfGVlVINgkW87U/V0A5DMcDGCZtK35eyNUP5zPEIJCIuYMKkZJC9PxvY8e5IRkfRW1OdiUJEGyCaeWpJMJOI4k+UuQAEuw6/MKmGaEbMxZOSlZigNSIKzfPkQjmeSgz2su+zQkyQXB0M/p3tluqQAMJE7Qc1oJHlC0LGuO1kBAYufm6v58RsLqzV3GQ3ZSrfOR3f+VdK1ZvwoW+AMiicXf8hUVrXlQbvpQCvGEhUt8bGtc1g+QAL7ebyEOVWTshsFL2KRmm4JskGrb+537SbZ6j2JXv07StdEsGRvr35oT3yR3Al7VO1t0q8Vaiy9kAy4giNbXDmUtmH4to/hnJ7i0X98qtiQ5hNF8ksEMpEc1JxFRY1ybcoIk9AFGyJheunVCPqyfvyPLIhp9FgXVU8sEkUcYnGSGMCswtC19TybuFC8IjAoXxiAa5gjHupWn0udzKn72o3rIP/uFMF0wqlTNyVqwHww2DvOggnbRQg2DbfKeOWnd8SfYLR81IZRkzWFvgBSnEjRFAkluxZK6gVixufEenHXWWYfJMAdOweH72UiS5H73swGanMljSXrH/bIBVbik7zPkHwunapFcyLYtPRsXtgSELag+DUezcJhN96MtoMDDuCQgwAVQOadrN+hgxhIkVg44gJBEKZgBXz9zi9gABkAPsPZhHZKXQOlTpFRvgsW1OBCQBvz7sP8+mWm/AlDPHFgjDMCI1ATAuu9sXMaDHGH0FB2V0P+xdvcqunZZ1cdHwZPpAeg5eAgGJh6ANHQiBh2JNAgdGNpGbdCKGBo0CC0YCiKCuYGJkafgOYhZvYm/Z/333FuUFyvZu6ruuq615seYY865PmQJnFr2sz37pU/ZEufiAGRMjthvMzllc3aDxBkXYCUf4xYAmvn7EiCBCoCXFQBQwAV02g+X0cpQkSXEAqEBkipN/rU7oD/zfnpDkNms1obKUvfcsmekFXFmE4IF+bEFQa9VM3PwGS0eMgbSFg9aDa1N0kOHEDyBV4Dhu96L8MAi/3aPMnJLL7ciSecC573Vq2TXZ72fjyu7wy3ZnUAOe3p0MdnzBaRSsCcPwf7u+29yoBRv7MgQH1LWJ3t+wQ7bQmKv2qOCKeyF8wia72ERe9xebGBPiJWAJ4lDNmGOcfXgLr4haRIz+AFyqXXADo2n8UdF7fqEapTfG4eKq6+efsff6JHP2E//8bOf/exze4CunKV232X1QE3g0WdW8qN0DEi5yuQ4xPaIAEZhYHrY/gaLlH2aSBe7UP7db4nJ+D3Q8S9HASDbMyjKZ9DGrg8os/ROZdmeiiR4e5/xKMdSPiYmIwNWAljlxVnuCmCkg2EJGhylpSWylFkgQYIcBwWCMiGZSQ9sQLz0ssmDvARuhIZRC9Q9AMffMGwyZQv+FdyMkzy7gA1DFazoGPlQ3pYByLy71ckXkGXX9KmcDvj1bBEOvgSYO3bj0KvFpD2bfdGbjL8ZmiCgbGecQJIPs8l7Ul3XbgB8srwXdtwtYvBCn357xJ3NwQUVEPJjK4BNZtIDJP6nLz5tzsYHcLtu4H7dahjfYX+3BNyyv3YVHQvUgoRxeQbZ6/krcW5PHoLn7RnDXriBbLKNrh8xb3alAsHuPctczMPn2vM3l7smAvlHYNmmOd/LcLaH33yF/8tU/VxChpDBzp47cA+iQj7MCakVmLteoOPenq7pESmTQBo3MuBv4VvXbnSM2yNUdC6WiDfmhtCKk9urhCDfxgWrP3784x9/bk+AjIIDdJELJ/ViAwPGSr2yGkwRmykbZyD35BifYQz6Dvcy8J6Ag5UpCwEKZU7szbj9nFMxlu1lTZwVIBA6cMFY7wXsLTPa+kUxDBvAG6/xyHiuEW2vFCi7VYo0LqxNSwHL5ew9BYxOGaUgYDyYvEAumwDWLcUJuAzsHrPq96oy9wztbnPhvKoDArQALuAAJQ6LnLQHyvDpXuBBSu4lA9oigkudUKZFpvQnuMkwgDPb/tZ92II6wgm0AbmsgQ7oD3nq+fLkY8z+VvBVHbJSmdzopG0ltsqukDPk1/hUgwBIS89ADeAjtwgeOZEjPfOPnpr2//ulQtJxIR+CF9Iv+/QvLEJQ2WN7/WwfDghAgJ6PCxp0g1z2DnLYIUlR7YHBMMh42T+59qAZNsae9ZU9k4z5uhaZ4I/8bU927IQt8C++Dk+1nzyr9ykozcM4togsqViQq+Tlbo3cnj+RKaLlfcrZ5IpA8rUeASpm8Ce4BHPZAPnBB+2tVlLJ556kp3pmHIgPnDV3OLI9f782CFc//viP//hze8FLD80HurJb6YohYXiAgwNiSUCPwSm1bi8oyRwBhe8FL5NiFNiIvsr2esTAj3DvhfAMvmWp7cuyC1apHARECB2AMRLjU85qkNU7UzYG9IyRnDBEgYcCu6XO+2SAysHKxIyR/BAgpZ4eUGIO3s8xgR1bQBIQNSSlmRCZqkT4XgWADGS8ym0MsVsaVG44MwD1PZsR7P2enbUahEGTw+29Gp/AAzBsTQHy27Mr70d47lWiyqCCq7J697jSMXKrAgEwvRco38P/S6DNEfjwWcSB72p98FPBpgvrBJi740P7AcGRWVhD0YOCjFVQYnuqHAIM8Ja9sFk2vX1JyL/1RdYqJfwPaekaBPbK5pB+shbkBE5Jg5JqKySqPveWPoRYssKnkRMErFvX2Cabu9ukYI53aIGwN9izPV3zAX4laZJJK7/SBXLVIMtGVX20FtmA8UqMEHvtgS5CpictIBUlWIJIIBzsi020v6tNc882ZwMIheTFHMWttnclZgIkfBJUBX/+gPyyhZ75AIcEarGKfuHXrcJKZPXzt9fqkcjQvXj38Qd/8AefHSgGzRhMrALBEARoBiQwMnhMzQD1ZrfHPhg6g9IP1A8nOMxQcOlNNZr5AiG2BNyUX2UeAhCA6JF1gFzAFoi8j6NSMIC41yVuX5eHMTHyoAxyETT8XSsSjPJe80knGLPPXZLUg0A4oBX5emUcD1FQMhWEGVFbG/6vPSKz5ogcTu+TPumx+4oFVdUdTN6cBT7MXrCgx5azbYuwbuISHswf0QFcZC/IbC8D0wNFai1EIReMX1bA/gDg9rIEAZvNAjRk0qpe3wOrVhGQDxkHv+RTdCNrQcD0w/hg5QBQLbKkC/7n/UhAAyM7RqDoWCXkbm/0DNlET4pim6oAyIhKm0xWMAbKd93F9gC0stueD/vs3YHBVpCTPgsemLN/6Z4vI2JWmveMc7YgWyN7WMJXrC+SKRpX21z8iA+zL3bDNu+99eRlNf72ghG9GM89n1+2ieAL5G2TeAbMMw5V2Xs5EL36fXvF/Ag+IVzkIlFDkmASAtlFqeyF/cJ7MUwc8nNEx/jZwfZ8RCsASYIPFlhL/shczO0iPVjnmT7Ddz/++Z//+bMfYLwe2rOCBSusBMNSArTwCFvXy8IUm7Vgu1jH3SYikxZsKVDm0f3YwFe2qYR174QGIJ5Bod3PyPj8DnAzKAxWeU0gBJbNiimfsmX85ixzA7jkRfG9IlBZERgCPdkmENbfEYAQL/LeHtMEYBzfHOhcsOMAmGQXTdwbyDBkjiZrv3tHVSJaXve3CILPMnxBRGnV3ATsHtVoDhzyHiyhv+TZMhTBt2dn3/UAQA+hARgIKjkCqWbFyAaA5TOCBLBko/f40e5VVinxmbuAR0Yk47kL62R92wM1QITUssE7J1/NpswTLpiDsrGggKTQF79omVGWefc7IzDm6m/o0+9bNaNzbRI+zJdkQt7l9+baitxdiX+3Imqv3bMMBLsGbHZDT/BJIDcnPqbHjbj2djokEvizCbZqTreMTEfdcqtMLKhZgIW4aP8hFEiUz7Wd5BkW3qqukBuiA88lNfCE3reHi2IFOVmvgBjSBYIIC1uBg2Hwkhzu3dnkZZzsrSf80S3fkXiwK8TUbgmERgzpZUqwTGWLL1ng953J3hOqCL9OpCyANQJD4HMvteDMhFMmITMFkIKIZ3AS45JxKIP0LHEGLyOjBEaLOdvrp19nfN3bajwEhjCQi0oA5zYeGQHD3B44+6ytOZ6hxAXQVAAAfzPGe0gNJmruArasU2ar/2ru2wuE/vYeOUguVjcDbzLpxSsCDmdSrbAmApAI9vfkul7SYG4cUVYH2NgVMsW4kYNeFCB4WElLT8gdYFBBojdZlyDScSESiJh+NAIBXOhCG6KZEGBAVARXwEBOAqR3Y9iysO1l0loJgFbZlU8h44gXmXTvLR0DYwHJM2Xz8MK4e7EJzFA5Ist7xK02hMoYH6sfeh8Q1ksEnHyI3ZGPMj9f2h6gGodqj1aV4G585giAe2UuewfCxoGEIH4SD6v9YWR72ABcUiAQkT0ZCF4IvpZZgz+ySw6wVmCkG+PlD2QDv7avdwbAJ4HIXFRoVBXhb4mzTP/eVqYCaM7Ip+QF7neHxV05jbDTp0CoOss/+VDxwRi1DhBi2KNSAj8RDd+3skS2Wghs8h4TjTggjsbXBWxigqxcAg2zvzNpzm9AjMYDOmhG4bATgK8kIRvEILA8YLA9gBI0DJBxMCyT4zwcoDecABX9Ue/H2rBJ/95rDxuA/N/c7BvWu2BIiAwicU+56fuAG4YHjFUCZJ+CCfbWnh6DZ0jKtIwVQClXmaNx94ITC1LoQ8CRMQJFeqUTOuvd2jIOoMt4kSQB5m6PAza94lFABhR+5+eewVbJi3wLFIgBho9k3lP6EAwMVobUw04sulPuv9dsyrwBiaDBIXswwg1afAShMle69+/tbW0v6AuQCIM56Y2xSZmHvnlXnF+2fwkFIsEPZZAl4eZLlipq+u93KyK8oNduxZJtatdY44KM+FtAixywie78oD92cw8ZsmUMBgkMAlIv7GCbfIhdCXIqWbJ69qSaIZnoGAUUbS12bM5IpeCnKtQqAhJJ54gB4qCqYh8/exN8e/wq25c5a6GxRWQckRCYyLO3DMIlxACBVzYWb5A31Ug+1YqltSHsWbkatsEtmOSdxtBY5hkIgVjBngVKJMm+a3LtQlJjlJDdy52QAi2Eu7OhFTi2IDaItWT8nSzuCp3jMuIKSL+N4gCFvxFcAAPGUXAmVABvMtisvg0AAzae0bILdiaTZQyCuwxEZiF74og9ApRRAlnvJ1TjVLKXectsBdLtOY+gShlKrIALsAn+nl3WK/tVNZDt+hfz97f0CpRbKdHSQD4A6S1XK4cKrrKwb1096Wd6deZMtrI5WZ6yHplsj7UqZwOqmxEKSMgIECwYsgmZD7JBXwIf8AMYLiPpgQ10y/ZkCcAYCAroSMJtfWwvC0GOACU5IKp+z+f8vu0In0HOBFV2jTACXuPge92ex45ke4IVAGNfsgT22PUf7ImNAtA7VxmijJo82+vvdY/bI7sWEtGjICdwsv+eYXDPfmdfxnsP2fFzNtMzDO7d0Cp9yD/iSgb+FkFrZdB+YmOlJzL2r8B9Ab8LXAUzPiKwGIekhg0gFhKABkaf4SNkjnQojfs98sS2G/xVeZD+e6kM4sPH6FEi1zki4WSPrLFzxIvtwCTxqJms9hoCSE/IJdKNJBk/PO2dEcbKNiyA5Kt3HQ0sRqJ6Ahud+2K7MOXjP/7jPz63x/yBDEDt8XcGzTgBBWNRmjQwRkKQWOD2GDymQvkYsvKGdwiYQKZ1f4xZsJfFeSbgx9oZB4BtxqiXwynIAeNjgEjLPVWnvQ1j737X7S0swGQ5gvEIRD2AQDC9VyNiinRinOQF6LrNhUMqZWGZAiY5AVw6UuIFLNsLcMrWwEdPViVEFUEpGivuApW7fx6Q3v3yt5ph3D2X/DqcL+TR2gN/g9zZndDWhvmSC3vzWUAPKPiSRSYqU9sDOwESgAM972Vf/lb2ruy2vYxRoJbZAI572JBADsxrl3wbkLMRRJnd0yN59ZIN/u1wIauG+SE74ivAGPHvYkZj44+AlD6BMSLBRpToe70mcu/5WhZsFQhLTszViu8ufPK3FnOyST5s7j5ncZfA1LMCjNWz7mU3VsprHwm+cK6kRFZOt0rL3kuPNxHz7B5ac+/8FsytQZDM8Hnv4q9deOvYZ2VquKSaooICgwRyJKU2CsO0HdiEwCijZjPGKXFs9RNRIWuJBQySJZs7rPZvcV7wFphvS0Elk++wYS2RkhIy9gwtNKTg42/+5m8+t8eUORWg7YKLe2MQR5OFmpxsgEIpo0v09bAFKcGAUgCGjFdZgSP2UpK7QE05X4nOs4EhIwD87ZP4nWcqFwNFzzZnn2MMvZPZZ4ALJcjUKFTZA6AopXTbjXnfC1aUpfReGDzSBIDbv0F6BCulIsQGCGKADI6NtISj3IjZGweQUz5G2gT4W07bnrN4PnAD+OxLuYh8MNae1oQICGqYvTnfgzaM/25P2x4QkY9jHX2vbHxtwHzaazRfGTxSy1fYCPnQN+AtWQKMd8+oAMAP6RsQA6cuREQ6lKdVzSzkFOwFPyDd09JkWLJepMjCSMFMcAF6/KGrxM3fZ1RAjK9Z7/ZKqXeB2/ZsUaBTVUGC4AJcU9ERZLrQT6JBprKpu3BOcG1ffvuyNQVT7s1kAP2epgab4UaPG/Y7z2JzqnwSIQTiHlfboAEX2ZMKpbnCA0GPL5kPDNieHvmm97EFFVYBHBbzsdqECgzsg80qJ3dBID3DjVaLZaz04TPkh+yqJPFtz/b3/YyfCfb0yacRC+0IZKYH4CD0SIkYC4M+/vM///Nz+/LY0O0ppwKTTWLSBqS048XK6gREsT0ajjF4jxKF7ymYEihYyfVbB8xjVByPwVOwnyMLHLKkhLECSizbnCjjHnzfa+B8KanJQpTLgY3KhGwZgHL6nj7k/YDJ/O/56TJwC+v0ZrrACPESJBgSouDnAJ8TYaO9sMPYyYtBA2XGKUCRJxBo6VMLQNYpw9dPurdBCcbWGdSJMFPgIlDe1b2ATcYI3LveAqADvXvqmKBrPAIBufaAEiToruvQZ7v3PyNJMqFmoWzAnJAjrRX+ikCwCbpoeRaQI8aqTkrybNc4rU3ogTyyNNklnNAyQJoQCrYJlLrt5hJn2MIW6I39KaUitny/n1Xel0HzQ+8wl3uIVDNZAC9YsDPZML3So2ThnlS4PYKjuiLg8VUEy35+CYhsvsSZvGChIHKPCubjbOKejLY9TIGLWk22NSI+bJOtIHe1UUTPnATmu8WV/BBlgbzlYn7F7/TnkSUYLLAjnfC+pMSz6I8veL+Mlk3CZnrkF9tLhlRG2QC7Mh64iRwjAW3Jej69kCm8+vjzP//zLw5Okb0IZj1TGbgCCCxAIGSkWBXgkGF28Q3gsqgMUMiA7rWH96CSll0oVf+NEhinRTCYqZ4MR24mi5krLQm6xuXZgpiSuTm3f0P5HPNe5wcQGKBgDBQZ9fYMnrP6XqbD2ZXoPFOQxfi3t2BIeUewVQKTEQk05sQmuqUOscL2ASuyJiDpP10ZtL+LXZKDv5XNGCdnE4CAjSC3PSdG8ARPJWZ/y54APnBCHLeX6RsfexbcZbh0oGyNBHRxl3EINJydHEustmfDgi/w2V5ZHWDSPWDSUgFGiIUypPbJ9nza+NjuXfSJFMlAWuJFdvmsZwksfAoRReZUdHo7Hf+nDyuU2ayM0rv8rXF2uxk7VpKUnGghqJSwN1UEcmy1he5llXxBlQyJonPvMJ4mLZ7rXxgHRz2DjO/tTz3W1xxVsvytwIPQ832ZrjnDke3ZhcQBGWAjAjXfgi2y1G/tsOATfFksgeNIHYKh0toDXdgEEsC+JXPsX3Jz744g147nnk7IRiRZyBT58SWkbnuHmohh/ICNILIIBbtSDeqKcz1sOCpGfd/2+53f+Z3P7fUNAQcGDdi2B0yYi7KKshXj0MMjFExDdrU9dqvcpK8sW7pHpJoIAtFVegzG+wCFcTJmTqPXweDLoAU4oAYg7yp1RsOZBLOuRGS4iIugwLnvXcPeKWA1+xSkODwWe6/mVKI0N0RCdrg91siA6c24OI3FewiZDKmLu2T09IYhCvoADkFjgFhlS4Z3ry3nYCMqEoAfYURiGswAhYU67FqZjLMjb+xN6bVrJJTnbiZELhgzUseZ7zWclYdMTWUJmUQggA8idA+72V7GiKjQMTn5F0DISIB1bVVWRefKeJ5NX8ZJbz1tC9lFkAUYZM26BsH39vhKKgEU2VpL4333ABwylpn02E49TVUEQZ6NGjc5aXHw8QZsfs7/4IF2HDkhR2Qtm+qCTXMyR1iHLCK19ObZggzf67xSLFBRAAAgAElEQVT5gvcLvuyJL/Ugpe35fOWCaMkMvc8aBJgoUCvdd3ExmSIuCJ+KjXGQhcWqyEIrJTCfXdOL8SEDMJE98ceucZGYwrJbpUN8EGaJBbtiu9vrRVtMqYKkJQb/6cQ4EZ7igwQQNiPGqp4ff/iHf/jZyXuZ6F/gsphFH4dhKW9eJ2YcHLgBmzH4DFYEhGS9AIuTY0st4etrYd/KQgAcYBAUhXOUbge6F6gDSOBM6RwP6AkiPWpTOcPcMC3ABUDIXrmIfHu1KQMS+DgJ5qc3DJxUBgCahUfb20PqXyVf2R5GjdHKshAMgahjJwefMS7AZrx+T761L0YKCARGTBlhsCDF+gZ/VzBkawIR+dzSpbIj+Xp3t9Qhgp4B8AV3c+E7ZHJvrdseUVCWvseuAjI2i2kjm0qF27NVpXBZFT3KmvjyPUu7V3UCbEAkw/BstsLH+EXbIw6K4Hf3NDtZjHfIOJC47mQQFIwVDljgw4dlYjKjS9S2B7qewc+sjSA3c5Fg8PUe3qHETV/GbBwO3NGCYf8INf/dvj6Nj4/KKvU4JUSSFtjZa4FhsKqcACR43rMCzA1u9awA70e+4aNKBJ9Roqc/vuPd2wuMAi/yIVALYuaufAxzWs1DVHxW/FFpogu2wbckLSUpxs5H6I+NSAy1EvifNl2POTVmuEnXNwlFDiRmYl/PS5c8qRjBFHb/8Wu/9muf2ysrKlMBmS7kAbaycYyLUghOZshhAVpv2LrZk54Atksp3mECWGgXignmMmW/03cAIED6Hnva+24xLIGPADmzuQqqssGrtO0ZsBI3oAd6FIXQcFDgWXaJXPgZXei7yQI5pHfRa4nEvWrSAj4gRE7IEyJ2dbY9NgsolYPIDTOlP5WCe7HB9uxFi4PcsG7X6zXj2V4ZssAqaN0jUzFY1QTkiVNj+iUlSra2A5Etxi9b5og+jyyVqCJxbIN9q1bxlV5Isz2i0V0b5CXzEmjID5EFYPTOlls2ttCJzMlUhqQKdO8D7uJPMkVkEFLjEqCQKLpAzJrlyWRkZgIKf4M19IaMIBrtMbKbW9VRrYIX9EoHAL8l3nvVqgBM5/TKfvgtf21/19/S4z0H3LiMAwG8R/Ruzy74oWCBHMEc2bNn3W1y2wsw5ioTREbglLlJ0LSImsm21L69qhi/50P3MCJkshVewRJxVqWFUzJVwZTtIL/dugan7iVP94ZCBJuu2Ehxy7Nk2GR5j8amN7aqxdAT2JAOhFULVsz9+KM/+qPPThIoS+N7ju7taXBiBu3hyncmJZjUITkU9qYMjK1hI11Btz3nNoHtGTxmaIWw9ymBczKGiH32MnLGh31jyrK661zkJXvvbUr3Gk+BBsjchQzGhVX2OjjjMWZlGFkLIgM0vYsTAa3ttTsYJ4PCKpUEyQ9rB0p6RtuzAc/E2PW96Y9+sWKg2CtEkTQBWlYnaNi5oMyIhSs3do+y597V63rr3mEV7b3sogt62IRggATIeICSRSdIioyzGQe9sHvBTCC8FRPZoMy6ayRkrvRHDuwf6VT9uODYY4eVpZELrRU2YG6yevJqOwlwsVtZH/Bhi3Sj/YQwt7zes8D7BRe8Q2AiP6DdtTd0DYfYPfAVCODHvV2sfVTPYKt3ixzQlhQgaJIYAWl7mRgbgClIEF37W/JCTLsd9VYgkSIJGBwTCC0co6PaFQy7lSVVDFUGdq89IQD1+FpVQpiGzEkOyM8cJQN01i11SL9Km/ciQeYMzxFUMueP28NzcoNtEjbVOuNXJf0WidMWoRdygsmqUZ4NPwT29tbFUJn+3WH18bd/+7ef25d19O1lki15YVR+ppQDwA0AW5FNGWAPRiBMQr935FrYgKlixwyre+oYDvaG2XuG72UNHJaj9pINRqF/hZ0BXcCmVHIBuBvfPf/e8mThxz0IQIACzu0734Mq9ItkZpwMCAFjzLvlRqVIjmexmeCLsQIuJVXA20oJIJe1CFaCvncxeMQDaeHA2wvm3idoYLnkie3KFpSNejqZXp5KEZl6lkwIaVKpYG89GIGtysiAC4ClT2VY2bzKTrMqelCCR7wAhOzK+LQ2zJls+iyZBHItqLD3e/Md8ob4bA+wALn5I51sVQBQTehhFIgp8iZ4aXsgXv71Lu2HknOyFsyaOGxP5jIwpXsEugGfnFQPZIyqMAAWjimRCx7d/gb0rdOBiSpZsk9VF3qEASXOgrrgITjQH3IO32CLANpdJNqVAJ784LoKBazjDwhZ8RS5pg8+7HuYzWfISTunxPleomTs5saHyBXZZEvdydA1F9uTMVKEPN5tvMhbz15HlpTJJYD+Fk7AA/KEK91ZJMm8Z+STg/gHr+CJGCs53p5/0RNCZewfv/Vbv/W5vch+TxjrF0MSHIAw1qvEC/AxeUbTk5Uo1wIoRilIAZN7qYVg2y08BKTkodwDODBRgEWA+ik9xtBnlEotXAAInAQI+T0HaD8cYAryhI/VeQZFIhb3Cs3tyRpxwEyxTcFWRkb2QKD7PxkrUPMezs6JAT3gRWKaVQFU2S9WrtQEHDFEi/QEhG7bAHqchn4Ytt/LqmSQHEV2sT1n0UJAKBAaxEHgQQb0BWv/9AWkARW9mSNZy7Ys+On1eUBaVgzQtCFkrlg5cmDOvTOaH3ofUERSAANfs4uCPjsuf4tkWPlKtvQr4LAB8tseuAJIWcg9nZBeLQBE7gqCyCH7YDcAEzGkZ4CrddA9ygidYMCO4YWyMMInU0OwS1A9S1VACVoLQ+AhN9hHfz1+FXFBylSBbotMxg0DPaMHK7EL1Tp+ya5ht8CukoO01BY8n43q7xofObJZ/nkPrNpeJcQcrS8SfJEQlR32fg+12V6sIFM+DV+RN/8KtubYyqBYRE7miICSOXmSPdLXlpX3S1jJGI5rJcBkMcT4WmWkUyTAHPnOx49+9KPPDoBxSvNbNhNMsSJbZARAjAbgYwnYXQ9ZMDAlGqUGRkopQPIuLOpBIIIDFn4XUQlqDMwiDn3oHt5xe6zYm0xSeV3pmRH4fW9AUl4FJkAE0Mu8lHaVf+4lDttjpogN0FOiVL2gG+QAkehNaeZkvYC5AjDOL+MHyoJdLzAQ7LVBgJ4FKsCaDgRZc+857oIFOQn+gIAdCarGY9y9iAL58FnBU6XiXuih7MmB60RYL3sHdp6JqCJVxsWuSuL8LcaubEZ/AEwm7RAP2XtbLvREbtpF/saXuSIe7L/3dCMdAo2gZQ73FjakqnNTemS35sqH7zkN5EffguH2MiyADVC1Z7QnzJn9da+tr3vzF2LgezIHkgKTEmfXTBgr+ZA97DE+oI0U87/eJe8zkiWyvKvU+b7qH/9rC0GSdNuWfFxQRdZULAWCJi1kqfrF/1WD+Cw8J0/j7PHM8Bo+IgbijEqJ96uyyXzbRoWTfJMuBEA2wXbgL9zoQjH+jjAjFqoJEkPEUID3jFYk4A79SapkzmIb+alMw0oVnu3ZGiLKJ8TSj7/8y7/8rIAMTEMfaG8vW+GI2Db2yFj1DQUqQml5nSNiUti58pNs5V5kr3zUSwcwGSwOKAu+WBsDx6j9XXvFetQAQsDjoHpXvpclM7hmn/fYUAuMBHtkxeeUr5Une2KQL+zbZxkJFqcEh2hh/F2J6DOAXHnaF6ZIn3qlsuJuv0F6BAHrFoCzuXImAOL3JUuyPM/CLrFdGQ+bBLCqMd1Pj80iNuxKxQbxwo712JQDuz+cvSOZghvHE0wBBFnTY7MqlRrjMQfB7mY3qkU+33t4BWBgiDyyQT7EH4znHi25veqETFpFBjiyd5kRe2uGTbbe65mCBDJp3HCDT5ck/W+/+DT8At5dgIi8kb2gJsMB8AIlwoFU9pAmAVefVLDlZ4KDLBQGwRhVtD4DYN/rdo1PsPUu49WW217FkZ3cfdh0zufZiJ/38A6/E7BVGwUm+mSj5MS+ur5IoEEgyEWSQH+e6d1iSC95Qo6QVvit8gZrZMGwGm7x7crpfu/9YglShwjCGAnt9vUR3XwUjqmqSTrvpVTsbns4yUbpR2vq4wc/+MFnH8YRDbQLGwQYwgdkemiCqM/dDe6Y9vaELTjIfjEMwsfe9Kc5eZ0IQDAYAdI7jJMSgCMj7QUUgsY9Ik6mCGwI0viQl26oV44CJgwHywSKyn+CsGcY7/YMSsD2Zd+sEqq5IUlKTTVQDJmcyA+YyO6wY7JWseiqRqza8wUxzFAWhRQoNQObjkvmzzHv1icVHpmlAK702sN0ED0E9F5qD0g5iMwRwLTnb6+0sbMJmbegqxToHTINmcH2sjnAL0vwLONBkoA1e2zZmD2Rg8Cshy7w0JeMjk663UyZn45lweYMfGTWQLEnZCHksiTPQM7ufno+g1C3p44sCoQImKyFTcr8VXr4ctfkqDYhi2TO3wRTPgST2Jssvl/WIJCXBAeQy+qRBJWetm3YC3vms7csrPrJNgW7Jhr8UNbG79mToIqkCRrwrL1iJWVzsNvAuPgGncBZ4+/d2mxR5QqpFDzJBe6TnzUbXZB1Fyizb/5pnQW7Q2JgQEv1fJNt0J8KKYxExtkKTG6fHr7TF+JK1hIvBMfv77n927MXNsg2zPnj87+8CJuS1QC4rrYUaAwam+WIlM9YlIOAdQMjZoVJUZgyKIfAWK0aBGwt+zEGYMYIgIosi0FZKeyd+irb63vLHPV+VBcAiGAGeBkJFrw9YAK+dyGFAKksas6CXo+F1b+5q1JlYCoDwFim5tnGsH1dDqNzpTDBjAECCt93VT3GjIzJuIwXaeFs9M52uhobMxVg7qUQt0yrtSA4t7ohg/YeK6SV15XolYXZO0BtZcl72laoXNgKewcySG/7cOwDuLArhFDQEKDZm0pAqy7sQxD1TDIW9PgnXai+FMCQbYHw3mVPLsaDSLSnTk8Iy108ZZzwgfxUvABv/5bOEQfgpqetlWCuglnPMADG8EfGw86UOWENgoEMtFwMH7TdjItPsDcBFNFhE82mZP7GjiDwbeTuVizYeS+ouYdG3XPs7/ngcIscu+CPfsgFYSiJ3V4wNifkpacEer/kAPYgEnCCXpEANtG95jJShEDw916flXBIABDDVnCQV+9HfhAeiQ9Cyt6tXRB8t7cAWILqM6pRsEa1QDIqUesZGRZi3u2AZP0d9kg5JqBMVdbLIfXyGBzGek+YUToEGF25ycCcaATcMCyTxd4o52a+2ysXCDTGDtwEckEfSQBY3evHaTmPAKgkwggEE+9g+N2XyijJlvECeOxO+c67EYnuw8bWlFtVNWQNMu17oxRj7SIqgGBOsl1GingpzdGnZ/SGJjLVn6EvAKG64R0clpyUkfu3N9tl0N57L35go90bybkxVnKwEAuRoQu/Nw/OtD0iYYU+EsvelegEdPao0tRLB4AJQEWW+BRAFaDZOwfu1hSy9UXmwIgNkxtCJhB0oRGyKFCqkCA67AvYmEdBkI0Cf3ZtLoLvPc1NFtNT74zV/nBlR/YvKCB8MmxVqxJnX/yKHwqiFhSxd8Ra+bO3rSHI9HSPl0Qm/WvuyHkJKnKBOLBjazIEf/r0DL7UKoKkSHuEffFpc9cHR55gdzNGyYeMGlbTH1z3DMGE3nvlKhwnJ/iE4JsTkifYGXf74XwB5hozv2czEjW+bR6tfop790RIpBapU7U1d7bSY2Hpkc3J/PXnfZY9sXMy6QK2uxjVOBHTj3/7t3/73J6wMQnlRSs5tweugrrM1UpOgVmJknFiSz0uUH/GZO855QIlQ6PYu8Jue4DkvUoNskzB7S77B2hdDIddYr1IinHcvciYIaLRniwhIwgAQrASGPV8BHBA/K07rAU1ZAm7u9kfx1Su6YIsC8IYp1KmwIjAYJ2MRkaHMW7P+JASehEU/C3ZqxAoU/ViDLolU6UjX+xOeYjDCsqtlKhuqCIocWn5IA5AUrDj1Bx0e+sUBGAVkHveNR0IqkC8eqQH2R5nNhf2Q04YtxJmM0dVhNv7BeRkjsjycbbTk58AhVKkzAJRkEmzWfJqZqY6IPgrIxqHcQrYyB7AFwj6LNkUcBMMjJ1vCwxsCPHYHvhqYxkHsgs/kALBBJ71ghMBmw8bu/IxfGCT1qeYT7cLwiE6V9XwLJiCpNyzDXooCX/3M+MTNGC1d/m5xY89ThRBEBi1WpAkhJks7il8PTjFe2S/kinjpd97uZIyfNtccJ1c2II5SEAQQfNQXRTIt1dJktH7W9XPW2nyc0G5OO9n9HSPTtXi837Elk919br4p3oCU+Dqx89//vN3bNVediBodEESYQIkbBvAYhBASYCinIIzYJTpKOcBMJmOhVoCuFXRAtf2wMx7AentgQIZAcpChxIJPQxA2XtPt5dtAQYBQbbVrRachCwBlZ6muVAoBWP4FL+9IMkhyd4ztSmU7MydMRVYlX3upnx6RQ5uCYwRd2UwML7nogvY5gT0lPV8vj1ZwcjvyFbwMmeBHPPnyL38g1zM5V7cAaQ5DYcFqN61PT2R280srCtgs3Tk52X2t0cM0NigQElOMkfks3vNVUoECUDGhlUZ2CRZ0FFJieqOzIa+6AAOdNHb9mVZ3XhkB+YoqOo/81dgKYD2eEz6UKr3LDaKhAgm5qg6U1IJU/goAsZ2yRzwC1SSl64I5vfW0qi2aMvJ6lRoyIKNth9urHwTxgnuCIO2zb0mlFy3R6zIA9bCQj7OfsgPRlePniEW8GH+STds1M/havvOsAweGeclXOQicbt33ff/MJkt8kP4hKwgFpLCVuYET8maBAIWI73myDYkhZWXOZIxubFJNizo8zGEozueVLYQPq2W74+UdVsXIchkfaCZm98BWcwFcyUwQQNbFxh7QIngidUCaUapN4rhABtBrAc2cE7PUmIA2hQm4ydQz+otQXrjAg7jpChzFbSUvCithxnI4ClIkLCQ7y7372UfHe/2DAjIyZKRAk6tX6o0JtiV9SI7jFHg5jRWrQIZmbjxdKUrwuX9/uU0nB8oKa8z3rYQBEbApR/ub7wX+1YaBD7GuT07wuBVAIC24O4dAiY7bElVRn/HxzbYt4AjE/L5rsbm1LLjewsdm1S5IL+7R397wd4X/5JhmItytsCEHPdAF74smKlA8AOkg83Yftlens+wE8BNP4Ia2ZMXG7I+ZXu4A6S1h5ACtsqHPENA6mlbyOy9d5o/mjPb4NtspoBqXMrWqmjmCovqI51rqyGCu/GpYGkDqLg1w9+efTX7ZIPIonbHvRgHNvuCTU0OYAaMkTTRAXl5P5v2fbfnsSvEQeDj/84GENxUr7QhWqqnP88Q8FSrVLoEUzEDLrQtqJoDi7XKVALuWRgIB5vpmSKw4l7fKh4imXAM+YbVvXJVDCMfNilwf0fYykDYr5IwZ9tesAImmuyYM0Nj4IKJxSTdQ3pPCFPaVfryL4aPJWOu7d9RGDCxSAjoyA4EcsaLhfaye3PT28HClQKBjrkhA7Y+tE+vN+dZxsO5lJgEF47iXS3hAON7uhfyAQiclIU40E1vl0G47oXvt4REngxfn7fnywMiBkyf9+hWwd+4AXEDo/dbsAN0ZII3QCExMsv2ijmBFgfCxWlvidDPyaLEi50INJxb0NJ3U3YX/Om/W2YETYHOv5yXXPgK53aQSUFaFUCAZHvsCODLgGSFwKfHPspoBCT+iUSyIzihBF3gAmb0JJjdaxDpxPvv7WLby27Zzz2v2Xg9A7Ai313PcM9/FnDggGfoPSI4et31HfLRWuGr98RGhEGw4EutkHgu+1LtKfHcXrZl7uQLM7eXHNyqlCAHz5VW6REG9epjQVPgMXb2o3zOV9gkXGgyxWfIh4wFL76irYq8ILCI2PYIzl08KWlSHfNze6olYbUvPkEOyIkgKwFT5qcrPfXuD2ffkkxJy73EBTaKm/yDXLdni4gUPxCjPv7sz/7sc3vAgeUxCv2o7QG3YImNEAw2QHGAjSEqa22PGHA8gUiJBIuU7QHQuwBoe4CFoVuNB0Cx4XvRiFJ+L2egXMrHxDggYAcQejK+WorDujmxcqxehyAraFC0UmrLQUgPQ6cf/XFlMoCAWAADZdztga/fcSbOAYT1dwU/cuvFCgKzkrN1Dr4X5DmRgC2Y9bIU42ALiJ8sGWABTc8GaAVD8+eQ3sNGEUCyZysylK7GBnJsQBmNPmUggA5YIhxl9sgj+zEXJUJtJToSPNh2F+nd3RlsQa+fXwBDBIdfspntEVPrAJAmtsp+VG78vPhA57JyfTjBjT2Ryz1oomRE39ln6VMlkJ/RiSxGEOk93ewVtpg/AuHnggufRxRL3mDFJVACDN3T470XXmVlezZJpnATUZCcqPDwA3jbY2rJHIbwJbpHUjxLwPrWsdEwEIGmRzYKe8lCZilha9IiRsBxAY9N8APVWEmKWNHdLeYIt1UeVIP5NF8WCI2zBwUJ0PQDixEG6y9USsjC+p7eJS8ZUUVgk7CFvUlu4ISEqXYvQNMLAoYkfSfzUEbj7Jh1M1mDBugeogRBkJgsxVnM1JuGsH9/41kUquxhlaryJ6dvtm5ceq4ckQJlL9icspDMp3uBERZsDhuibIQBoDFIpYye/410yKoYJRYFlMheCdV82mOUEWKvGJix+zk52upkoVT3y5ITo0VwOIvMTbaC0drq1F6j8ip5mcs9sUuglDEBxx6iD4QFQiDCqYG1ICfIGGcXGtlqAkg5h+Cp1cJR2zLYvjzhj/1i0mxRlgn8yEBgvP2wPgMJYqv6a5z8gk+3PPkiQ3oTpCwUJXu+ds/Jr60ilzIygCEQChYComDS3RoyPm0OuMDu+fbN8hCxkkq4Y95ski0KImyCvhGdHmxBP+wWCTBnJBKBkVEiCc3WkSM2KSjcFb9WLMMHZKrkDVGRrbFFAbstse1lw3CrF4kgq55JbuwYDrB7gZtt9ppbNoDQwxjBjVyQD6Vo5e0uVOYj2iWCE99lw/CTv8KJ7opg36o/xu6z3itA+pxEs6fM0Z+WmEDJl+6zzdUce2AQX5HBkxfftriSfyB1KsM9sQ45hB2SFnP6+PGPf/y5fR1cOGTvlaV0vQwBUAZpwNJ3wMAhGvwFPkyK0SojcGK/J0jO1DI2xscpGBq25P36IoxE+aPMC4FQWqYoAUdgVEIyd47SQ0WA8L1X9va7MTLGzPkoaXtKJydAqUel1yMYywK9oyUcWTqZKufLbC2KY7RK6IKaQN9xCArYv0BsHPc+cUG3wcy4MGdGK7DQL2dn6ECxd6Tbfof8cBLjuYtd6JttCL7bsyNBH+GSZSJT/lYZG6lrWU9WjAQgS3Sg3y0rQGIESmC+fX1LF+DQW+9RjNurat2FZduze2OVTbErwe7OqS0NekLi+BUfgTEAVDBRLep6hl79+a0vxAZO+JL59Phc9gJIBQ/VFEnK3XLn9+3TA1D6EIC9V0vtXsIBC5H07fkEkkuWslEZt0xcUPXOnhzJLhA8eCRJUmVgy57pWV0YKQbAgVv1ZCvGaV0NMlpSAr9l/PeuA1hNn/BfoOzuFvqBi3wc8dLnZaMIvwqrRGB7yREZ3ouPVERgjATk4sb28Bz2k5v3Gg/85zuwurfBkS08vdd6fvzd3/3dZydLcIJxT+YRUGR+lABolUQIRibSU3R83WMusUYZLqfGQgCt7xv8lS9lgARmnIKI8TI0jLbbujgiFul7wYIR6O0DBuXZAg0Cw0lvtmDxFDBUGvP7Xv4hsCmp6knJKslP1qLkJND3gAuAymkFbiUd5ERJ3vjIvkci+sKEkQ+kA1DIDmRESj1dVX/vr0XqlKXYCuKF5QpE3TutreB9ZHoPyZA9CWKCflsbSInsCWBYm4D5K80hRxwSsGyvz0V/St4qSYCBfclK+V7lJSO99yYjWHzaONkbu+rxvgIzgoNYaTfQlwOW2JcVzdsjWEgtIqFUjqSYI6BFeLofFT7wZdU6Pss/BTF+CQt6uA/f8BlBgk3qT6rECdgCOZlsD8jZi8z+YguQ9m442lX2CCAbgB3mJrhqu9Gb6hndbM/GBCJ68jcqksrd/BQ+dEEwGSKPerBsgGyRA7+XTbcHzzdkl+xMQJJQICdwDnnr4j3tF1VEcxL8raHwLP5B3931Ivvlq3Su5C1mGLfgi3j5d3t2LGbBEAkhLPEMczP+nrfBv+lA3DGXj3/913/93F6QFbxMuv0bQVxGy2AojOH5uRV4yus9ClFJhuEbKAUxPCAseHhHy9iCEaMjCFsulBc5AiNWGueE2zMKjPOW4LFtzoxVyUi6kOee/iXYMhZyk80p4QC4BkaZNKVbWY6VC77YHpmTZw87EQw4Dd0DevrzTrqSMXXVM4fHVGWqqgvYNicG4kCy+xkFU6wS69W/FeToTeYELO+589uzCVke2dIXwJft0ZHgsz0CcW/MErToQuWBTshEuW17pANh4BN0wu4FX6CuHMlmtmeDvu7iOO/wbLYgUPWiDOXCuzPAQSRsWenSO5rFC07sRXYH2M3VO8hetaxtG+TV1j3yAM7sjGxltgJo2zaeATuUq++OEN8LrnymxyADZVUdc1YloB/jhTUIbIGeTGWRFjjJlj2Lv/EpBK2Eng/QsaBGj3erEYItc+v9AAIOm0DAVFuRYNUN7RJ+2nGRubiikuTnCI73S9jIvNUpMkdGtDbMSaWCTcAziUZPjoTjNyDDOPLxDFh016BsDy/hg2oLbOQrqrVw3ny6N58/SXS+2of9j//4j5/by0AuALeMcLNfJTWgfI+WVEJRSm+f0N5RxsoY7r2xgJTBM46WZSlOuUoGZhxXsQTIGNorkgWYk9KkIEEpWLdAySh6AAFjFHjN6a4TAE7KRZ7VU+Y4D5AFwkqs+khKUBfAepcsEgaosDgEBwM0d+SFc7eFgMTpyeohylwBmVIPBxBsZcd9L6cAmOzI+FQEZCT3sovtZY/syuIbfUqBh/44j4DeLXbkAFSU+9mEAIAwqPSQfTNZRJi8kBD+JxAJ+nxNlUYPbXsEVDZYzQEAACAASURBVBAgLwDCd9m5wAiAu59ekEIYEBzjNb5LaLqLhJ0IfMBHEBF4ZFn+VS3rvQWqU8rs5mA8ZIzQC/b01jMfJBiydT4kaAjosnir/mXcJRL8Wzlb5iMwkgciisDz6Y4LYQHg7ElFROCWLHiW8Xbxp78lD9UqmRp5CpzKy+yv7TcyhO/IgGCryqHyRDdaRLCoz+D/fFQSJfuERXCX7zTISu7Yk3H4954qBwNVviQo29MteZg/OWllWDxIBnzLeLeHhzDFe8UfuOFz1naoPHe9jBjJ/+nv+/uw//RP//RzewJk1AQt29me86i5UwyjZVBSfICBJTTIAkpOIuMhbL8HhowIUPh5f8coAKRysZ8bJwch0C6+EVAYB7YEOGVXjLcViO3LKzG1CJT8rPBltORofAxLmb2LSpShGOW9Y5UhmRvj0b9vloDQfGtr1fYMyGpZeiMvc98eMAkWsnIkxfispEYoZBeY7fZKlt0qtD0ZK9X7Ww4IxNvvEgwQPA4ny7N4CBgjqAhHr0mV2Shn623e7W+IH99BZgpg5iIL5cxskB/wR6VL41LW3l71QGZGP2zWOMwVsJFXtwXJStgNwiUzE3wFJp/rF9n6G5+lc/1Adi9wqgoh8ZVDddpnIh1sl90D3CYHfncvtUEQJBTkeQ//6aIgiQN5mQuQRiL5+D0HvPuwyVg52/vJmgxgj8oEbGzVzLPYHBJnfMrByCecRyR6mx/bZD9slL2rHng/4sfOmrSQl/FpoSAYAqNnS4TYTPfTw3my9CyJ2r1Tgh2qaNYm7kmbdIxE8XVJngD/re1m/N7OAcFfrDInckVCYFTvQJC0Se5UcNjsx09/+tPP7RkDQSl3dFGQFzBOggPaANcAOAoF9so7xnnv+1TuuSdh+T2HbZ9E+cJ7ZfqYu+8pHGgCivbDATcgAIIcT+ZBSfq+5NeSuIzC7zigv2Fg5Clwc6KuEve3N6P2NxyDoo1XNaGGDwA84+qVYfs5h+D8zaq8H5EQRIE3AJUlK/GSs+y+z6VHwOTnQNqc2BuZt9/lvTIIdiVDZItsQAVDYO9WC+83BwCF8HBQfoAcIY49eIMtYM5AhW16P//jQ/Tfkwf9rapUFw5tz3aBEHli9t0WpEQI8FU++AqbIGv21cVd9MKu7ml8d9uLjJ+dd8U5ey74/199CcSCmKzXXM2RPnvGufaVAMQ26Ie9CZjXp3oD370vHRaquKnksDu+z4YqGwGEzMnaHNkbLPRMc+0FNfxMgGGDbO/eUCagk0UXw/kbNiie8A1zMh5z84zGHyVlvkG29CYO3F03SEpPVfQ+cyAfVQ1yhAPkgwzD7u0lnfeQGIGZbdxzEhD/HmAkrniW38GHj1//9V//7OStflNG0sPanvA5HEZ1S5j3OknZVhfM+B2DUrIlZJMT9IDPXUCzveySwVukQaj3kApKAjqMZnvgSx63rKgf5+o2zgYM26fnpFichSjKmrJ1jidAGl8XPjEU5TqOL0j5LPADLEgVA92ewSvNYPSyUf0/JEl5ijybrTNKuvVMTsSeLD5hI37fG4cEf1kKXQu25ijQcOZ7mtn29hPrx8maZEbKociR0peKQBdKAjC/U3WywlvgFqiU7PXa+ixBDQCYC58Bfp5J397dLUbIjp6iTEKVR3aqNYPksumWG8mOfoCeCgT/IwtVlu6KAP6IFJsVgLSTtAMAvzZUD+ShP6udlYXvscfwScbo513oJyArE5ujChLbhDUWv7WE6ovdygz5ih0WwJou+Dai3/aIr3uC391+Rge2qpFzM39Ywn7YhjU5Fi+yK/4g+/vWIl7YoVV179p2RLBMEr62YscXJGCqhvduBHYNL4y/hyUhEAIe+4EXsI9da6Ehgr2aWMy4x1TDAbFNwOTzqg6tFtM1TPE7hEycUZXybPjWmwHNTQtM8mLB8sdf//Vff27PEAGHDKULW25visJk5cp6fs+5MLQaKycSAJVBGbagS5E+j0h45vZYLWCkbMLFqM3N5/Rka/jeo38suOpxUrp+JSdXQu3hMII+o2UUFOnnlCLwAOAekqGUJlhSuvFit7dchlF33zqAumVpWTLH9C/dcMge6CLLM1cETOZ6z0n2OfNphi2YaiUgRRzVswUcAVJwaZmWrGXOqgPeC3DZiHI7PffcYWCGUGDy2PBdpa0PDcSbobF3QZTMZVMyEXumjRMo9g7ke9MR+SDQdGBOwA8Rq30Z+72WlP0AF0CH8bdyY8wyGmM1TgETGBmHsl/3tn5//+/ZH29u5oowA0k20SsetRcQc34vWKi2kAFZI9gtY5sL+xDUjKd7kDseX72uGLkVkM1VKw8p5w/GxWaqP+OBcWR7b1BUctW7taCyq8Rv/121gC3Qo1aMTNH46zvIGd0iQf5GDJEQwVO42wOMEAXyQBat6L5XH8N15f4eDsM+kKT/zg/ZjjavUnlbNTAEHvA7VSLvpxt4Rea9hEesugsfJbAfP/zhDz+3ZxxYCmOtQwIerOSWNRktpixjVGbrSVSCOyMEsASElRiwCQCBrlTWC/M+4Hx7BbIbnwc6NTCB5S7iuhdyUA6WZ/xdrGSRgb+92wvMidP4PVbeM2YFdRm8zxqvoAH8gBDgbZmKUfgMvbIBMkcKBPR7fGd/Jrhj1/RknBg9BslouweR7XEsxIpDsivvZCP02/UEMn7Z0m1Z3L3VxiEgCKjby24RinvF4r1f3LPYRheoIBX3BCOBB5DKGshPf6ztCP9XJbgHbpAX+5Id3xL19oLZvRgGQeSX5kaPnr29QEguZAxDgLTfX5/uJTy+AKOx0xf7oS/JAFto+41Nfmt7ab8EY88k19o7edALWyUf40DuVDXYv2duX5+7gFwKruR1q2Twq1UzWbn3+IyADYvgAN8RTGqj8Nx74YOKFnne2/5U4KpHyYF5+x3fUOUQfG/G250MSBy7pmN+YE73qlFBvxcg+boVB34nYJujoEqOPW6YriWRSu+qCIgEIgSb4FWrVGQvSdDmUjn6+JM/+ZPP7bEj/8pam7V4MWfGxhmrSQlQPs/JW3ZhlIIXp+WgjENgBubf6lcKklgaQL/bp+4SfQLr7TLXiTgrQGWUKg8c9l6p1vf5G/IB/Lc/xyAZeQ/q5zSMU8aM/Taz355874KQzglTtigO4HMSQAsEGWsPRjB/AM5IrWC10A8LvcxVxrm9KgVHNEeECtAzfE7DUXsqknGpOHgfBzUndgScbttke8BJt+wFYF6CAdSRqR6vqG1D9/yLo/Ip1RfbR/hDr+LjE+Tlb+8FOeTCl/y8fTj2DtzYgAApu0I0epyvL0GUD99DV4CPbBiIW5nf/c70BR/YrLkaB12wiUvEtke+7BBooNte5saGPdsWxG49JEvvgYVsk4zvBUP+5Wvb810EUCZvMZy2IZsF9AJWs3eYdheo0fG9TOWuDSrW3LEic/ABziIDAhab6ZndMO3232+FFa57Bvm2t248ZK6dxp78nN/B8nti2/bwkCzZG1+mG3hwL6mS0G5fV+C0ddkgjOFjxidQ93AyhMHfwAEtn4/f+I3f+NzeHjplSAtCCGF7wUKJjSNyTE7MuW2lsU+1rFeKDygpmUMAayuWTUpJp1tAlGyVNTiPgIOEABTj1JvpKWDKLZfRUywFAmVOAzgY6PYU4m89W3WBUyt76gsy1q7cNHZGC1g5nrIaI8X09UitKt/ealyrhPVt6IQj6i3qh+unNvvkDMCXg8mKZecClZKS0lMXUelvCXyCPGe/CyK9WwumDFq5kwMiS4KnVouAbg0Fxt/FQbIC5U72wkbsWGCjgNW7et68fpp+F4DnW8ahvKzseVfsbo/90xf/uvdg31P67nnJ2+sdWjEtiAAKgIV8k0Gzz7toi81awMPu6QRu8Pm2pmCGvxW8kFkBSDBlb0CzayP0s5EkAUdAVpFgi+bOf3sxBjLCnugA9tAB+zJO8+gFNfwPgYcpfJktakVqtZhrfecuCGMvMtZ7I5nWHpLQYGYu/InMkW+H/MCFuxe+p/HBcaSa7mX0yDAiIfgJWDBne0kSu5IY3iOBYZEEgy/1lLm71cr74aX1MhZfIhJspYuLb1tX2V+1jLyMA07w9eLWbQGxVeP9+MlPfvK5vYDD2TlT2aUvpRsZBwEK1JiqoKIf0ePcgBmF+qxJ34VQ/hZAtIcg2GMnCAXmRdF3Re69YGR7RneVzjFlQrI7/WbO1JW6WKsgJWvzTKBibtgxMGipBDvzM0EEKeHUgME7yKaZLGfW6+E0ghzdq7IAFsywh4qQJd3rCXEOOmHgiCAb6b5UtndXrgqqt3RPJkCnB/Kb270LWVCxuJCd+Tn59fKIW74DIpwcSSIDvkRHXT9wV8IDBGSJPSF+3m0+dW6+ANz87p7bjPiRATLXFoKKCGDl494LhOiC/mqjdItQCXT3ulbgd6/y5UPb87/ry+aMfAD+Lsb7334hgOyGf945Ilfba1MJFgKQSoC5+7kKlwDQ9QyezyYsYgT0bMJaCOOFRSU4yIh1CvrjMNrfIsNaGQJUbYEcBF7+bl2Pqo9EBMGAHz1xEE56L2IB45AU42QTSEMDGFyQ5cI4f8OXBX1+KjHrinMyvGtrEEVrNdj3XePVa6dlwXwGPvFD41QRYys3qdpeAmbNCGwWY7/fhy0TYiwMrgYGgCjsXqQO4LGCe4d0gz8D4hwEwCE4v8l4F5be/psvijMO/yoV3oMTKK1Hk3Ki67wYKodkSIwVWPamGuMBKkDR38q87gE0gNaCjI5VJQTLlvn0YJTtGeIFxe1VNZR9ZLYyC4ak/MrwEJ9essFJBC/AIXB7BkImU+I8DWZ+B6ytfAX45iCoIguCWst6Mle2Rx5IgEUn+nFsky33gnpBFUnkvGyEvXNYpX2O29XP5ut3HFJWDhCUZVW4EJvaF5tDcq0E9kx2RK4CNzLSu7Vv0AcY/FGlSWULEes522ToGUiJuSFYwIdNsL+SET4jE+RnnmHxKd0jOEhvzyU3N3JAXJATOid7WAO8u/CWH9ID27DuA15KBlSWLDbrDguZIUJg7OYkIzMuYC7L68U57ASRkCQIurAbqWR/CEVbCHc9jgqgsyBk1BIOAeleY7q9le7wCfbAf3grkPPHb51VDze9z3v4NJ93ZoE5s78eDgNj7nHD3sd2YbAYwu46RzpmZwiO2GW8kgfrUdiC8W4Pg+mJrbKnj9/7vd/73F4ww05kbu2TKEcLNEBNALSFRlkNo+b0AGV7xgZs7rYNf6ssizli4e3l3UzeMnmAaoWfTFYJ06KEbh2gMM8yR1t0lLUxQMqxMKmgI9AIPIIr4FDqvXvMsd/2uAUpxEGZj/PeW6AwVgbZngvDkglikYzUv8ZlHhh9V6cCO60UsmY/d/ELdmk+lReHE6xsZQBCbJQNACPjbw+UAwIG+mLPnJzjcohv7f80f4BE5loJDmFwSqBqhkpF1xfIFL1fiRyQIQPAxrYc/tE1JbI2gZjcADtfYu93L3cB3/wBlPHxaaVmYG5uvQFJAIQTTuSSWZAtMEK+PQtubP89Qb4r0AGcXq2sqvZ+F84JqpKSS3wQa/Po9i6JBALIrgQzMkUI+biA1cNh2E2Prq2czA1ZEcCVpmsLkhOYJojwDfbj0CQYA7/aFhSIYazgpMUJP+jXl10nXVyMHPoZGzQeREN7AtGgo/bDBTqxwTPNye9hNt+6idv2bE/1wu+QWDiFcAi69MnXt4eLsIQdS0JVAOEbG1HmFuP6PvYM87TjPv7lX/7lc3sLPxgnQ+yNPpxFmQOgAzdZ391Ajzl+a1sXoLdHU9laWYWDUIZSWI+0ZMCAStnaXk7ld4aI4TPEHv4ABDFi8hDckA5grTcMYHvco94Fttie4fb6WZgY4kFevViB7AUlIKxMK4u7LQzrDHrwPbBhyAIfQ7qXagjC/q5lf8EdyMm4AJa/NU7jZm898/luBeNU99YkxEuJTPDvzU2CJGJjTnRtbgBEUAbavTyCs5A9B0McEBhtCc8Egg1EqlMIlWfeW+LsL5blqIZ0G9w9c15g5OwyNQtsgLdT53rGgi/zRgDpQAYLnBCyVlv4E4Dil8rafBjAGr8MU1a/PVJxF8Ppd5OxnwtqKoVdSNq+//aClG1JxuddKl2Ca5MDGKfCwH7vJUaqGzLZe1jT9nRpkZI5IeqqBPCUfGVkHReijvz44m8yaNmynwuYJZXGLklRCocXkhPVFpUCiVJlDy/5FVyA4wi/9Tt8S9wRH7Z3KJT96DBHzGDP8PMeGQxH+l4kiM16NlxTbRGH2EYXbCI/9INo8T+Y429gomppEzOyE7vMwZw+fvCDH3xuD6wJX8DuVghGce8yZSQMC4MGqAC4B4EwRlmlkhJWgiHKfjFugNLN5no/lO19GJayNpCkBKwO092eY/lXxYHjARkgzbi9u/fwYoLADQPF1hizHohnA7ouOuPUsgJlVwCPiSJJjPO2HrZnrIiEgMJYlAI5t76qQC1b3p6RYsyCphI5eQBJeie3Psv77yUj7M3P7z3BbKG9dSQN8ZNxywI5GflxCFl0L2kQFG4pXPaAtAF8tkKODdhIjwBjboKYZ1g3IFsAGILM9uwWGUL8kDu+y97JQgCn347V+xCFu5BTcAMyveaWzIzDYRPsn+3eKgJf4sfbI8rwgV3BFu2Pu68dbtR32L5M28I51Q5ZFYyxHdQ4u8MCCMtu2RzybVEowiMLRZjbK75bHj0L8RPcvRMpFwB6WxcMQQL4pQqIsj65wnly7QI27ydL1Za7DQmBVpVxyE2rLpI5WIPoGB8bRMJhtsN/VEW2l90aFzlI1JACtgu7yVn1YXvVJ36vtSfGwQdBVaxjs838EWD+Bp/YPVJnvMYvgHdRI1ykczbw/cEpv/zlLz+3BxgYNEbdjevKq8pk9zQWwhWo9BwZUbMDwpN1CrIyVH0t5XcKpeBeF6l8jZWZJAV6FmdngJy6/V8AJbsVPMkHqyQngVGw6Wlb5CAoKbcjLgiOUiajEOR6ahpgujccmQvnBULA3Hza88dIyzi3J1u6V5HgmFh6t3V5Lsf3PmxYVsU4BSyZEqDpZ5E3jqe8efeNA2mBoaffCSxImmDBNgDJPU8a6FSPAEwWzNmRqHsYhSxP1tW9pBxS8FCSE6xkPAiPgAUEChRkb47sRTBjw8jL7YO3DCpQI+6yPeRDuU/wEmRlKNvDA7K/ZFfpF4DxS8G/VQ2VkXvegPezDSXDrhPYvuyt3y1Y5sYP7UQRxAQcffQuhlMOZpOqArBRSdffasHAt+539v571zgyDgvN1epiONbqJ4xh12Ttb2SqyKaqlDl3mx6ifNdZCIyIGVsRZFXq2vMXxMgU5pqTZ9Mju0csulAZPvJ7ZWx2rK0Dn/gp3+oeeNhGhvAJPkjmzA0mqsy1snRvlEQQVdNgN8JBjpIridr2MNBnPMv7Pv793//9c3sOgvkDrB6MABg5j0kABgbHSBmNMkiZFyBSimAwlK1Mhr0xrNsH257TWNGq73cP+8ekL7PvwjrVAsJXvrhlF3IxJ8poCQfAy8CMRwnzLjpRulHy6up1CsTOZLRkLxAI3IwVQPScZkB5y5rmrFrAmbQ+7l7T7QVqhm8usgYB0LNlNwCs/S4BDtBju4iEwIc8AVqg3vO/7x3tvvcZz7jHMCIlPX1IlQcoqxwJ8oCCXSnvkXOrGwiKeSNnAIM/eAcH5p9Aa3tHxvI3WZyMmi2YC2Iq0PcSFz7QbHJ7wV+mKBtAuPt51Rw+QF8qAMgGu2MLCEXbSXqEMjI4oBIg25O5+Vs22sVdghhCB2DpC3EWxNgGMtIdKcgRed2dJ0gcAgED+JBAsD2sgauCBXtXCbPmBalS6aotCApsDjYrY0uM7k1WAhc5b+/cCn9LP/QrMEsKYAB77NZWLQL44F/P8A5Z6q3UsZ3tkQ+YhhjDEndZI8EWLCIYPelMjKA/mIvUSa4QHPHwXmm7vcope+Jn7BtukL05so1WEZAgOhazkKeP3//93//cXgBk+PdEmu0FZIGYMgRMJUssRIlHBtzV2DJUQMRZADxH9L13CtjdDqTXRFDKHICJAek7YzSMuNcy+j+FMayeyLU95wGojLWlJUFSgJYdc1oOd1eYIjOAd3tKFrgpWaYtIMpSGDVH7pGJKg/AR5BivMpV9MoRvKOlVLJmYEiHkiCAVf5n3LKKZgmI1c2WAJpgoerCyTh92yTYLRau36UCgIUDc4CholLZI07kJVD7F6kDbEqq/KUr4ZEjZUUEjA3IlCyyEtwARfuDSCJfQgjZHdnKEPXLldtbpeKrFm2RB+KldyuLRlLYzPaCpMwRkAJ29qM3at0K/+2pivyf7BFB1Q6kUSBHvtlqqxrsydyQj964tL2+oXeaR+0R6dAmIoe7ghtuqHrAC8Fke8SYn9EHOfBhtshWtHc6fq2Se9kPomr9EFuwpuMeULW9Vg+iKXgiScgH0gmLBaZuxRIj2KTkzZzNiQ+JERLHngPi/XCSbO/xr3yLPiVMrboYu/fL0sW9e4y1YK9q2hMtYYpkgE1YKwVvJXk+j6x3twbSzTasg5LEfPz2b//2Z/+IIXJQgXR7WbABMWgK9lCB897h3HtlEQPGiBjcLSD37F69o2bYjJEhCdRKf4ItgRIggTbDVjbBaIC0uXkXx/UODlJ5US6w9QxBHZEQIO++PAa3PWXfMrb3YcgyReB4j1LsmAV9YMPhLGZBBgCvINctYpyaAwoK3i9jVAkQwMm+C4LI8MrJO2RusghB3zi7EFFgk2HfM5bNxbPpyrjrRILs3QeKgJG5cd+Fd91OArA5q4wbOCOASJvx6ZG2fSMoAEjBVSDnB97BD5HStlw8n98BcPYD4BHse4Xg9loDqhbAWobKBmS4yBQy3oAtqCJ49/Q2Abo4sD39dZsS/SA2fMZn6EslRVJgwV0JPZ2aoyzP9+TFTwVV2VQrN97PJj3D3yCiKiVsQlDu2QpkB08FrdsuIXtyFBBLvPgoks+v+Jtgxf6QAAlb8UHLDraxAZii9M1GzFWbxAK3PsPze+7C9vXhQlozqlcqFX3P3SYosRCH6NM8xMCScO09MZPdeC/CI6kRb+B+q0HW+JijOPk9kf/8L++WGVEsR+h9xYTKEbFJLORuC7qXvXfBzM2AMOh7LZ2+t88rSZdBcwKlLc7iWRg8QLkn9HR1MUMmXKUTDiFTk/XJ2oGi77fHzBmyMh9SxADvlh3y66UDgIiTID+CiFKK1e3AWnDp6nFOfI9EpAOH1SBR/hZgkN/2iIK5sBcgqafHnmSS31rABlDpjQOoXpg7IiNAybJ6WhOQpWPPVAYWOGXrbMOz9NS2F5w4+d337Fn3tDT9upbq9eTu9iNz51syfUBBzz1WUxaM/AAsQV7mcY/9BbxdBMpG6RqAXbsWKPl27/K9l47cI22RKFkdYBWcWyHhE/BI0EBczRmw+Z6fGv/2CJcszvtk64gqMGbnbKYL62DNvckLwaGvu6OArvpFH7I8K4L5tjmThXnc++G3V7VARiQcfEgiImMTJNhTn0XX/OwmOggNok/m7Km7DyRtCAsbuHcc3LK1cXchopK8cUlC4KlghxTQJyzqeixrfejJ35K9cjrfVt1jj5KG7SU+fINdC9iqC8Zr3QzyV3LJ1rQDYbJxfn9bF4MjfIDSAyRMWO8Qm8MCBPB7g5Qg2OyTshkQxSkLERwgMw59pfZkBSArC5U3PJuwCVaWIGPr+b7KrAIRYuB7BEKQBxTm2As7lEz1hAQ1gGVO9wo8Btn1A7I3bI4RCg7AmYNYGAgweiYvVklOnP3enKM8RK8ArvvpAZeFMjKim43KxLBKNtNVsyo1xsHhbtDwfn0l5M6cO1bZky1PwFiABgKqHXdx4faA0z5U2TAyguAglQgjP+gxhveIWWQAIQMIMhD2huwiL9vLzNg58sEm2D1SIDOSgff8AaTaHAU35XOZmGzeuHuqlfEogQMfFR12L0iQE0LdHjZf5e+SgnviGSIIAxDC2iifJHNBA+m4lS6reflct1fqg8sq2YuAxwZhI1nDvtrCvTdcZQ0uIFp3saXgRzfb1yvyBVk4SReSBuNAnPnv9tqBxsf/zVGwkpDweZU5frG9uAI/2SS/h6/IiGdbO6HK0P+zd1/mwp7ZjpjCX9tCkHjxLyRXMoLUIeGwWzxqW9ACW7ZKj2xTIiE+Ceyqxk0+rQ1hE/Rnzh+/+MUvPrfnTJgZ5+7KWwCE9WCIANaL9SEECYruwEwCgDEoArxnG3NI42S02+sJCJqc2/soSqDybsSj+6MpHYACdGxIJuvnSk/Koz2D+vbwyAmRoTBBtod1bF9uqNd3BxAMSj/8lv0Yi1JX97je27dkSUDaHAAb8LHAqCeK3YV8AqXgJaCzhXvxQrM8LNL7EArMHnDIFmTBbLXbvewdlZ0weBmSVouekc8rDfdyGWV1BEHQVL62OAhTZjuAtkcP6rGyIwAlKxVEkAClc2Dd85CRDvrQEwYIerH3Eg6VlR6/at7smoy93zoMwd+7+Nz2gJItwgfA2cV3fb9qQp9V0N9etUeVhW0KroIHIO2CTZ+RVSLb/FDAkWUhxZKHLjqjB0HNM6zT4cuIDYKo4tPgz9+VUFU3tPCUfFWS+DI/LNlFKhEoNovYkCe8QmDvrVDbS5b4F1nyYUThVs1gQA9DEujYt4BNF8gcGShF84uekUE+7Ij/qeCIEWIHn/Z5idP2dC1ZQVhuq4c/CqT02/abZyCgMn6yVUGBuzAPFrG/7a1BQtzJy9g/fvVXf/Vze4bEKKTiFn1tTyGcmtIFXV/KGl4my5FJbo8REiYwIUjlBP0UGQZj8O7tsX+Bl/Mo0en1cHLjYfAtuwB/vwO6Ag1FGh8SA2xaetYDAs5K3mTse87l+9tX3Z5xCmoCpf159guSKzBENLp6XflJsPK3xinIKVECHWDQE5aqh+1VZowLCTB+ZWWMu4v5OKe/WgJQKAAAIABJREFUoU+fYcz0qPREz71hS4uHXpTplMTJ1js5IiCpQyKRgMvvBAkE0RwF7nsO9/Z6cpxZMBDsOC+yaY7sr6disSPjE9QAB1v0e5kkoCjBYQOClAAOcMne9zKU9vL8jgy1BAA7Yk1/QFk2gRRsjyjIGBFO5AReAGmttXvW+PbWkCC3AFOQEnwBPUImiDQAAXRkH5DzMzJHLO7Jeq0CwTSZqYrSbRfKPuEvDGj7DcnlC0gHnLjVFXJUfeiRt+bCh72PvXmvgO7d8L0tBFUCMQKhEuRg3b1Air3TwfYWuKr0Ii63telvyABWN2Fkg4jMvRcAHmiXeAby3TaqoE4O/Iz+6Fx5Hd57RuOP6grZq4ggdx/bPvsQA1Z+aKmEc2AMsinZJQFxgNsn6fmrGLqBYFa2RXiHyd9rCAsUyngcS3ACoJ7lGRg9gXV7hOwAKAvuArdAeOfEIQsUHI1BcQ7vMB4gqSwpS+4KffP2NzIdxsJ57oUQPte9pPozmLHFGcDRXDmG4IaI9XAYpAzRMgdyoxtbMsiADgD/9loVgPWelAcwZDmcjnN1odhdJGWl6D04RcVCsNFD7m1P+qEqRfcELLoBNpewdusa+xBUOei9tYhdATwBvqSEb5qbZ7N3c+PbCITMvIst6RRAsQVkxDjYDEJbmSM0AjRCILj6lx6RJxWoPkvwlM3dW4zu4iRtALpgM9sjqIgfoooMIaSAHtlTXWy1RVVKS4/96lELbt4hO4YP3Yct0RBIVDUssGN39CmJugeobA+LPR9xNz6JF7Km6gh/YcD27Nu8zVXyhGSyWTZybXl7bQjjUMGEo3yYfZs7QtQqEOwTX6y9ubfQqT7e9QaNGfxIuw1RVgmAKQiXJILddZU4Aihmer/4wia9i4/BtxIv2Ey3iBR8/Q7jMmCOKHPsdiABUEDxMIakhq/ESuGCbhVJgZyawVCgwINAeDbm0cyOwBjlPdBFKRNACF5AAAhtrwyFLZELYxCoKUGJExPi/P0MFg6MyeOeuITEcP6uHhTwMFKAxJn9HFvD8LHdnlinhMQplIs5HCZPTpxa9sxxtwfkgjrAoIN7Jj1mrcxdAGN7QA+g3QViAg2QBvQ9RJ+NAhfjoGtMGXHgNHTUc7axf4zZ37A7mZK5+Ll3y163B85K3qo/wEWr517FhwT0OEr+yBb03c0FKeGHsi8l865rUMbTZzNnhAuplBUD4q7/sGhKUFORYSMyDT5/7yLo4R2qFLeqAdCQc8RQGRfh735ZwM4HkDZyY5PGjSwJEF00KIMGzsYlYxVMtAXhA110W55n3W1J/FLwkAjdk/Z6jSV7gcm3qkAu/FQ2zA/b5mIvZEtfCJ9qlaBmzQ2cbY9ZlcWcbu8aRrNzNqLNVFIpEeOb/lbpGwaTK1sW/Hpsq4wfoedXqiswD1YrSWvTdT89W/UzBOKS23u0sopS2z9iAfyEHQjCx09/+tPP7QECg/OSrhJnuILaPXrUgAVwoMlB2nfGLmTtns1pDJDCsBWO2dO2ZITKZvpKGD2wVo40N4JtBnSvcPQZCgZ2AMwcja97NgG25zOCe3Wp8XIAZTclxO0RKIGGU2Hh2gBK9sDI5xsY6cl7gc9diGHuykH3Qobt6Yk+ESkOSU+ydaBJNgVDzoGFC2KeSTcyOFnMvaJve6TEXDmVRSV6eYKw4GU83ZrifcitcbAvcxcQZQsIWY8exLKBH1swF2CMyXsnctntN2zU+5SWyU0ABLiehVQ2C+X/5gRgZWr0rDp0105sb4HOPT2K/GSbbBnJNGdZ4vZszRfwY0fkxb7oxNxbnQLYSuBs0zjoTXWFjRh/5USXns+HPAMoC1QIoM9VXmzMXCQ0khLBRCWFnZNj906TOTv3O/aiEnGvDfasBjNBnTwQYn1VuiAftkEGrZTwJ7I2V/5vvPfsBVjYcxqs6fEMeKqEL8kTb+CuClN9x+9UBI0d9iGw5EPfKnFdwGYuKnDiIps0HtUDOoC7jT9iAn15FtL78U//9E+f23MaAUmAAizbMzCDBSrX8EyK4qTzPbObQWNnsiXZJQCRrRiX8oxy3/bYCLKBLWFeAjaFCWIAr4ER65HVcXaVBrepCNRKdgCuzyJsBEepCYuzBQvr5jTmKpuofPQSlTWVwgVRpRtG4PftrQNsBtQ7jbdXYhU46c+7G8yQoHtM6D3qj1GTH2PtEX/6psaHFJmTjIJzAwq97h7xpxWAuZMHB7SK2PsFD0G2R4Car8wVAHA8wd4c6dOzuo/Xe9gvOQhEKjvsCRkw594SpNJx94MjRf5WlUVmcu8u355NshNZprIxWwBCAKT7iu/qWMHf9/AAkZCpAc32K+lWq0z1AFFFUhxSQ18CeG+S8j7rBOiD7FU7fPEZeu8pYMrlcFFlUD9VFY/+kF466kUPyKJEBn5qx6hQSFJkYghYz2ngI3BBRo/8kz3sRgpUrVriZQOydnPmywL6XcmPBPSwEwEQ4SQHVTyBku2q0sD5BkbzhzXwkczpAAbxR7GtwZ9O6YDP8DM4gdyxQ9vNuv/f3MQqfobAWjjNP9gGPFO53F7FVAxV5VG9+PiHf/iHz+0pULATXLo/z0OwxruvkvCVCBk+MOjhHQLeZUtAW7ADqMrKBNWgYTxKS5gYQ799G0Cm1OT77QU+rNozZC+c+79bmt99qQxbAGIkxo6cMDjlLDJQ0tle9oh8yNSMXXlUtUMp3/jMdXtEBYEyHoFHoMSkyQAAM9rtlf4QF2DDOFUAvONus+oFBsiS9wJwgOa9AFfwV4Jra4Oe/K3gYOuQni3Qljkhfy09cxqABKCAL98BVABDcG3p+a5BEBgRVJmrdwnwSq89u5vNASr+B5gEaj4muCFZJdB8SL9X2U7WYrEQGSO/JTYyWNmk8qHKDaCCC3zF54DV9vBA6RZgmitg9Qy+Y9zd2wqnjM84vIPNIvzKw2ykOxvuSYIIguqF7+nCv6p6vbGQffBl5U9tLTLWg7XY179dX0QP9z5u9g1PfS8gKpW3XcmuzYXOZe0IPNIp+ML5Pov/+xt4jvAgFggF+//W+iLzpWt2jBgLlHCezL9VXud3yI82HEIBN2XWyAI77LYuX3xF4qA6zb7uZVkqJm2JaFGYIzuW8X/8/d///ef2FI5pmGwZIaUDblkKVgSYCMb3DKxlWYwKoBIM1iYr1UPT3wXq3rk9IsBpBHXOwkgJRukNgHU/490wj7lycgRGrwHQMmbG0fn7DDZrrhwBGeAgZN97p+8pOoKoxVVYnsBDJndRx/Z0bTz0iFUqY2HdyBWm2K0pnJQDGM8FrLvthTGTY98PWAV5QIqxcgD607vutjiZNWcmW3YDlGXNfg+ku7iLPmTpAJRjIljs++5V7qUWsuJLktiPYAvg7kEhde57i5l2iKArI9LPFPS1rNj09oiTSpJ/2ZssGAlQeeoKeEEfsCKRgivygUALTAgrPXdO8MgcZJ3I2t1uA1C7X53/G6sqBvmwK6DsXYJLD9zQd0d2fEa2BOvoE3FUjWkPG3AL3HzaWhwBSY8d4CO79UPvJxe+pBpEb4i/5EHFopcDqbgZFzvnl/yMTwv6Pld53W135MVGBaZ7upsFYrbCdqyexUclMd5LB1obbKLVT9VN/kVOyK1EiN/xB/GqfWeYj0BLSsQOgZld3UWP3cHDR8lS4qjC9fErv/Irn9vLCiga0+nqQT0VgMlBKY6ABChKwA58vr8jGAryfotbAAWhUFpZnADDOCyWchQdY8bglY0YWo9E9Lfez3iVdsjFYqGWKLcvz0u36Z3CZJ3mynmxUE4D2LpCEnD5W84to0aAZPXKLAJojwC1aOqe7ITdCfYAVDnG+Ft1ESSQEIaNBMiGBU4BAPj0uFoVB0HL9zI2BEaZEah7dlfNkiEdAFAyZcOIA3tUSu2+VMFV1QIbB8LK/8AHGHinDLzPQhgEDwGGgyKRVpQKrj1hScCWtckw6E/QFwCUEtl0tyvRgwwV6QZY3RLT8fXKQlmRQASIyFjGCHDJ4hLu7eGAqoVneCaCyDYFRiS4e1sRKNUJ2ZxsnX/qhaoI9KAnXxaw+VuJBDxArCUFCCI/KNbwTbJGHPgU/EKArNGhxxIcdisokKVqIyLPVs0VUWvbBrFRKUV+yRie0oHx00X3rZMtObBf1QS4drHSM5qYkTn9CZ6qMKpXyImAfo903Z49k8O9MpQ/+hfp1kbqmQKIH3loxdKvFgO98XE4ptq2fX2REXuT+Hz85Cc/+exkGJQBdfEGkNFPFagBFYOSlXM6jLClVALgWAZkC5RMmhAAPefrRfDe41/ghskDRYYlqJlby8UWVgBdf2tugjzgB5pYU1e6yryUpwCkvonvkRFZgvH3lB/E5e5j9DeAVdaszHYP5theoEFgACkjlj1g8IxZlt4LDDgzQ8dmBX8ZIcegE3qWEWxvkQtDVgkQAACCf2UJ99Sm7QV3eqNjGa3y1a1I0GcPO/EzQHG30CBa7IlDsulWqQDpPQBI0NWu0JKS+QPJnsDmb/0NwiKokQtQVimw4rVb6u6FD0gJIgj0ZC/AvC0NK3z5NtKmaiEA3Rvv2FB7skiYvqBnXTuCV6ofyGT74QIvvSAW7N1cexnK9vyzuzXYN50KIoBdwPR7NkpuPVuBvbAjlQYtAjapCiUQ0Vsvs7iLlYwTvrIjiY4KJjy1bmV75WoVLFVHgUiVQRLAX/k8HN5e0FQ5VYJmT+ZwfYZu2voUCwRzeoQlsE7by+dVuhrL4IGsXIA0F+TEKn/vQGyaMJIHHVifpZLlb1WH2L+1AT0MCWEmF/4HAz9+9rOffW7PyQVKyigIAldAIQDqtcqEKB+bo8CWqZQgZCGYlgxWnwsgyICUFNsL8hmBSH8G+5dpAF4CZcwtB1mpbCETIGAkBAngzFlA7Ep4cwKcd2WkjEggUELkbC2lqoD4HSeX0QIbxsPwlG660pWuBQ9ZO50jYvQHLJWPBbvtkQoG75g+ZXRkQFWDDTHiLgShUzLVRyYnDmeu9A1wvXt7zkGPSnHkB0BVbDg3B25vli0KFsYFMMhR/+sexNHqxh2HOQAooA1klMJ83wVQAgrwo3vB6vbj+I45NnvxHoT03rCFKCCbyBVdba8E6LMCDF3wN88A4oCuZ4nzQ3KxfQw+AFxtG+NEjgHt9sqvMhnVAe22ezUuDJQRdRsjXyFb/5K9YKciIOghjj2sRotJssS+7oFO7EiQQNK7pe62IQQLX7DPeg+ZGx107Q2SdBdxIezGA5MRWFWaEh8JD5uQEMESsUEyKDkQF9jU9srEKjQqJncNgITS+JA/8t0efvIBSQDCd49dZZv3rIPOCQ6RD1+SqKpQwwO20At04KW4o/0MUz7+6q/+6nP7ekGUQNB9xRzNZJXLBXWsBKM1MMy/DFrwxvy8R3mYA8qUsDvldax8ewEF82TISqqMWZbKgZXwe6gIo8QqlVmQEkAlyDNIDKhsSUlEhYF8VCQ4JIAANoCl97dyeCU/Bo9VAlhO5lk+18sHsGvPYjDKavTGeZAR8+nxq/QDYO+pPsgK41XilDWU4GCTArPSvZ+zO8B1b7Jq6VkgFFDYtTnJ9uittrl9eUctgERKjF2w4Nz8ABmVTfUeeOU7BMrCHYCv2mIhD7LCP3veNhLkvYKUTAeRJRdzl8WQ0fb1Fhl+6XtEQ3BhC70PG4jBCXpCbs0RSN+z6bv9zfM9SwXLXNkdm0AA/V3XRmidCMiINFLmb2Q8SsJIUiuDgBQ4A1JyUZlh9/e2p97NILFBWBAIsmeTZCBZUP3rlkhzuOdICJ7sH3njU3yo5210TU/nKhHyWZUavgJHetSzAITo8H9+eTGFTiRVkq3tBTh2gnTc1dg+B0cE2Wb+EgWyNR4+0UR1e4S2F5v48jdsg/yQN9ioaoYckE1XwotRcJ0dwY2P3/zN3/zcnsAwLeWq3u8MCDg+1sRYBTfZg/IBh2lPFsuXrWBYxkGxWAmhKBcD8+0pUE+YATlVSxlZP1Amxmh7AptgjlVzWqU3jJmTcXKAgY1uD2QsJFC21ucGHECZfMmvexM5PCNFYAQDToW0CBbIQc/RNSf6A5jYOePgzD5n/D2ZRxbFbjiJ7ERZ/W7bUJ2hk+2VfTktQwcUMn9E8bYaeoc1+SBvWhWAwLjJD7DJ3JoJ0T1bVWFgK0AS0Aq2wLEAJpsDFGwPeZIBcX6/RyQL0vyQ/Xsf+yEDGS6dIL2y+e35qqDBbuheq8WaE/b/re2CshSZjgDIP1VfZKGqLr2MRFDih3qHCJ7FSEgC26SDro2490gjwvxP28YzJBPIE3luD3+Qjbt/n9zYLLwQ2HtqmuyNHpBHRB5OyDZhokW1Jc6ycmtq7uIppNaz2YKfd32RZ90rKOlXbEACBFWy4BfbC1rwyN8IomzCnLxbZtkvbRCZtPFJhFTN6FXsgDm9qEbPHMFiG6p8sma4JkHjY72qE6llm2xD7LSGhC6MD650XYNqHhy9SdPHD3/4w8/tAQmgMtCyXsHC7wC7DBFT4IiCByX0sBO9FhkDoDR4RiBQcypg0EUSFMfBBGwOIKjei0QwnRorhXA82TkFAufbgzTuMui7nQbDk8kKyAzOOxh+98BbMSpL8FmyxeSRJpmPz/Ucd0xYBsQBL1PkNGyCXNsPZ+AAizw4N8NjR/fuXwF0e8SP7H0WGQJggggWDHzqkOTls3Tu5wAEkUAWjKv9Ll9aGvf8dLLm/LeC07P2lfGU2LBsbRGAzs7IQPm9vTOyV/LzPbunEz83J/qsDxkHO74tAnplswhES+K+VBjY6l3B7YudyTRbskTuvVfGrFKkVO5fYKgn2y08nnHXPKhKWaB5r+pEHLuYUWBBwvWZJRDImgREZon89tpPf8s3tMAscGWzAhFyJCB0i5+qJoyxGI5PqXAh5crIfLknIfIr4yA3dgO72aISMCzv4i6EAPFCnI0doUZw4BkbbulZfIEtqp1wC0H0LDGF/ffYaARd4OZDqmYCpZYi+bGlthhVP+/qfriKsFrfID4ibN2O6v9k6m+tcP/4+c9//rl9fVY2QRZsDFYZj+HLYAUNIINJM7RmnwyX03oWx2McwM94BFQT2p5BMVbGIBgwfOMyTk7UY/kIleAAJVaO2St93wPmmwGZ2+1NM3jjMw6VCNlf+7u+GJYMgrMjHcrp9y7ulnjuNoh72AI5MvC7UKuHBgh8grtn6tPTq2cKkOTVLSDIGNYNEAREJEnZ6K5eB5bbq6LQ572jmf0JlByCbXQRji8yZm8CXk9Y6zvMtc59T5y6JECg8Qyg7uct6yG15CRYIaYWLwEytmk8wHR7ICs4CMjkwx8FSNWgrmewIllGo5RsfMBYpnhPo2vf2dzojf2yG4BqLgjX3Re9PRmyb3qTuQpegh7fZ3c9p4Hts1G/Y+eClmzQeOBEM0e2IEiYC2LMH/ghe4IBXbmvtAyj2TGZ05/Whn/NkU9tzzf4F9yCNSohd/W175sxSg48AxlHENj9PTyGvBpkBW/xxmfuCnzYZ/zmWBLOj9jT3RWBzMmsyUS7EJnZnk4RBUmTcSKE8IPN8PFeo8wW4WKTo237+N3f/d3P7RmYiWCVJt2fCcAWXNztPhR791/2AIl7dCWn5Zh3Cwi2y6kKkvcYTl8c1ZwYuvFwrpIShotZEZzPELJsXmnT993rJ9hzZgpVykUC/EuegLeg06MD+2yfZXgMjPEqf7Z0CZC8FwMlP06ujAcoOFO/OI3xcDBAbtwCuwqEMray9/ZImcDM3gA/Z2cL90jAEpx7XKhKA+Dwc6Wte5NVqy76pJwHoJIx8kSu7PG2hPqMe4gC+XiWQOkZ5toTqegHUApa5AEEjUsJFfj0hDvjEIjusbD3+Feg1MVK5ulnCDtdNLhvXy+eajDjszLUex+8ObFJtnvfsT3d82XYwr/I1jsQbX7QtSSez5/go0QCCVchIbe7C2F7fiWgwBjjhI0wkBwRjbbyzAWukj3MIwNf90CXPksl1d/6jIAHx9kyfPOOro1gV2wTBt6jU2GyqqLA1RYC/aio+huYQz50Qm6SvmKgyhAfYIOwkP3BC3o3hl4LTE/mD99hL3mwWTrij3TVOZAbXyaHj1/+8pefHbjMCDgq53YSBOGFWOfNwHwP/Lrvk/AwP4bOWO8Kc0ZB0FWkYEFwMglGDPSwKM5DGN3W5X0ASdZ2b6wS2I3DO8riGLwgqozG4ASeexMZAO5hJwXq7cny9kv9re85VckMp/FZwHEBl36VnGVqBVYyrgy3R9rohnNh1r5vReJmcRcA2KJgx74Et4IOoKRzekH4ZMnKWeyfbFou9h76YpsXjPkOMARKXQeikqVCZFzk5LPGTb4cuadu0Rc9CV4yN+MRuPmc7Lh65Dvd27s92d+b0nr+sS8B58oH8aJPvmMu/tVH3N5COfKgA/7newSjdvR/9cWGuxULPnn/3Y5EX3e7J7vrHO+zENN7Qh4yKZDy+SYtkg+ypIMShO3hwT3Du+1KRJSfsQHvMy56tUBKkOkOC/ZkPPyejUpw7sIw76qNytZhm/cKeIKtOcF3yWAx0LhgDYJFjkgKuyJzP29Fgi8o0dMB/PdMczc3vtRKiefDU5/RDvhO+Qpw3MvR+zACIER95bvlwpaCyzh67rD3mvgtDTJmq40p9ltZnsnIHCwM0fsEyhZeOeTgWyUJQE5QWBEwsriL8oEyp+ve6XsYPaAkF9vO9DKUYS3C6alWgpWtDZwXGAvo+rwcgDHraW0PfH0GI6VzmaogodpAB93jSqfezxEBEwdktIKM8VhctL0+oM8iaUCaU9ERexP86pCYsd0E9AR86AYZudvPLP7YHrhxQETnZrYARLVFgCzoeA9Z6mfRo2yAHJE29thzh/mOxZXII/JLn3rpshcrrP1+e7KzngIJsIOCrAUAvTVAvL2AQ49WOSMpgpvgZcWtnl9P7jIXY7aWRIVGWV3psndpb19mxdojLbl/64s++YXgVnLi/ypb2g50YWGiZwBxrYb26T1fiRke2eN+5eYdiK3V0dvra7MbSQJsFPT5sqBBj82K/d/cyAVuSebYhH328Kw3Wd2Fv3z7HvFprn5u3VHPCoA7CAU7ginwlT/6vSpazzCQIZsb+4djZIC0eSZ8bWKmCoSssQFrONgCYg/vxanuSFFZoD8xS3z8+Iu/+IvP7W0ZIAxBuPs+MQRC5KCyA8EEiHvpvXlne5myVcLAWAZmct4BhLCr9t/0FTiAQEeAnMy4GMk9AH57LE1ZVj+cQwgOFo4BY4BbgsPRyA3YkMv/q+zecWzLjmsNRwLVDfWAhhohg7Tp0BIgoDogyKFHkYJoyZDkqQm0aFcD2Ai1JuXwO/OvcZLAvemcqsy915ozHiNGRMyHIOy7Fk0xTOTg7m0JoFxZJUBHtDgmNmoeFgL1/QKLCgjDJqcC+t0Lbr1xyHwBLPZNf4BNqVfLg27akzUOK6UZtgUfArjx7SUmvY1HGRvhanvh7vV59cWQUSSvC438N2IHuJAhvkJeAjUQ6P5imQxityCIWKhS0R/ddB5IJAAH+GzYqnnkSeZB772kYbdR6kcjId5hhS5dWLTT9wAzRNkhP3QCL8z1q3vD2ZO5qE7tYUeAlB3BkZ4eRR8CIzLGfowH8O4lLt3aKsCRzx5JLHjwkd26Yz3L3cMONuq9xlv93D0ihOx2QZYqAGxDtuEFG0XO2RcS2r6zUwDJ0mf5MJnvQmXjqR7hvOqh9wtibFKyJauXqEmu7h7WIY3khDSKFbAOeYFFPcBIUgJH7dRhRypt/ML4YXN72OyD7ukCPpAT/EfirO3oIlbjgTlka64fP/3002df5t/tafUh2+QXKPfYOcxZaawlSwPA5E2a09taweBNVmbZZrwgwCGxWHuCBVmLuaw4JYyeh7wlZsDKWCn/xx9/vLvHesmp41ImI0sOyeAFM+UZf9+y2t2TucxwF+P4DmKD0QOFrl7HepW4EQfAtQtrEA+g0z69uQiujHFLW9uH+3Zyz19l0PcBQSRpt8FxJtmgQNDgj4yRoWBqleoGC4EUAemWumZrd8/utTY8k++Q31dHudK1QLyH/PsxbjKxCKtXKi7YmQMwBNK7vgDzp/+777cMIX57jSX7QpK7L3y39vGhvfDFDz2yge5HbYn27pGy7cX+rZ/252VvSK0MUJYlq4Nf9EZXHYv5myuZwkZ2JlOT9SGZvZqWrC30FRz4J5KiisA22UTbUDJC42BXtkLSNTwVqD2r4/IeVR22Ckf3ek0JhzEgvZ0THcNEeGoOvuv8C/cD9KpOtk9/1kCwK5jMX8UdQZ88754Piz/eY6X+Xtu6ix57AhssMz5YzA/4P/KyNwd2YR08okdz89mPf/iHf/i8e2yKgAUxir97pTWT9XCsQ1CQ4QoumE2PocSWCJ+RCDSYtcySMzGwOpHyOZARYAACYAMImL+g11uLODVH018GfoROCbJVJKFlWaRENkLZ22+m2F3F2z79HkZPxspQ2DfwATZ0U4cU/JWMvEflREVkr1CU6cpE7p6xATIVEwbGQTFYe6g32N49sDNHevMOmREZ+xwAqXOTNftymAHbNT4kgPzIqWs3ZGsqHgABk+YHu5+XPfbcYbqlc2DnWd7LD7wLGUCI+l22aM6Iqaxc1UMliby6lceaCDLfFfCILF3w3wZ9/sR3kQByYG9Irjkh+J2b0q3yIp/ZIzaNg52zt2INnfqs9wv+MA8oG5cg0+OG4RSbQODpE8GhN36L5DYBEjzhEdIGe2VxS+gFoupPRm/HC4JjZ45xaKnwQ+/oOgt4JTniV0gKnBLMzMn3BNu7R7qVepWlEQayZVdw9Ktz3HfsW83bkzdhufEVm5Gi3XKoBcNHED+xj866CFiM0AqGp3DBe+GqZEJsLblEZLQ7EBmx5Acl372CkgO076MkqtwqiNnqZJIGrn8ocLYk4W8AW/nOMxAIwuBMMrkeq7gr+ZSF9GAIiHFXWLFqAAAgAElEQVQCNIot8zJHAlPO46i2Q3B+4CQDMtfOTYmJXPT0GZxA6Z1KXp2jwze2bK38wyiBjADFaHrnL8YpQzRHuubcQEggQA4Khg602CwOQAEfwV65W7mo6xoEZOVqNgLQ1sltrfP3rrb0GXME9HvcKf0hm4Ktw2TuHgsHYHSthWGOXah297KHlgg9X3DzXcFXxcLnEAyZUvUIANiJfvjezgX8kF+21ExIEONDgocSLrsGwIIwf7l7fWQ+4hAWARDgIi0IGmCtzOGPMquMBoAhu+wHwRG4rEW4e/4P62RA7Ice4YV2266puHtVQzi55U4+TS4CJ12VCG62SaZkLvgifORHn63A6YcKQBIcRFqwZ09K07bodo7ICF81HrJluwjP3pvdI6jZseycjq1XgKsCErxy6E9X/QvI8JKNwh7ES5xBnvhYjwgmpz12WDVIZdLiR7ZhrrDo7u2/hgsIBLsWwPWjVQzZSA+iYl9iK59yROvHv/7rv37evSyVogmqfRRgopSDsWNPMhCO6JADQGoxxd0zBo5IUQRoYzvjsYBFEOxWGSx/93T7DGNQkidsgNZeLaB30Ahw28UHlCDz8K4eQ2kuy5KUOQRE4LOXNAj0d4/AAAoEh1yMhyMIFoJZtzwBN6Uu79uTzvSEyNP/d+GMgI04YKjm6rPLihlvF9bJGIyPwXM8AVOrA1Hz9/bhjJX9cAD63C00ypLsvauOAbsyFbaNYO2d1YIMeTZgY9uCGfIjiMmWlziz2V5EQR7ImuCwd2cjb0gmuXVLHWCwyAw4Ik38EdCTedd/8B2yQ9ospLMGQJbCbwWLzo0ekA++ZAEZsKZXc1Hu795pQMpH6QD5Nz6VI35BFz01DfEjWyTJFh74qbLjtC3Y1+NzJRBIOCzxGeTIUaCwcs8Nv3tJAHnAGP+qlMAibUH21xXnqgNI2q5NQJKQEPbNp7swWPVERcSz+aXYQa4qPUhUr7mFB/wLcZG176FSvstf266EFexI7FKSN15zhE2SPUSnn4Xf7J/+ZPOIBMIhVnTdE1ySVMErMfcHk27Zri/txRicFqADcsHBZDAMClQi6YH0exgHMMHiBBGOaJGH8fbEp90mosSNZXMAcyEgAEdJdw8YGYGA2KMq754zE6yA2D4cEGaUMn8LQZRB9ckBmWcz9ruXOVvYxzEdNciggJEyFmPpmc97MpeMHovDMgEDBwFcgs3dczTGSQdONlI64qD6hmyn+529h/NwfCQJQAkivotM9YQlAVuJ3pxUcPR9Aa53sUdZ/t2zE/8qUQIf2S8WDiQFqK/uNWdX7N7YgTJ7U7q3g6CroZE4pIPMHSPKD5AlZBfA9tQt81eWJluZEb3Rs2CsdXT3Ag+QcZiHOahmsHMA210HfmSPSJIsig97huzZ/yO/BUF2rDKI4Mhw+CPM8y9d9LpI9kIePrMlTL6vOsXnulYBVqw82IT/l5H5PNLS0wv5MJ3DTxgis0VSECEykSXePTuXaCE0yJngoQLAb2F3zyLf0rJ/YZw58BV4IgHogj8YyJ5k9BaoqYQh2N69l5fcvWTSd/nojgMe8E866B0IEgwypwPxEnlD6nwXgWg7Qizls1bgi2Ef//Iv//J59zIjDontFlAZI/DwGS8xOcDqWUrPXXzjb5gdxTAo5TuTAdJYSkEQQHqPTJqAZJ8EpXTpGb0thaPLJMxZ4BMIlcJkJEoZSr99PsaO1cmAsDSOQY6Ar1nCbosQNLBfAMewrEyWqXThFAcTPAADsgKkjXPvgm35TJlOFiAoIGv+X3ARXIF6SQkShoABDoyeTnbfPTnR9907n5nNsU0BwFoEW4u8e1d83r0qAKYumHo2wFcWRRQFqG7rQt6UsbFt4wHeMjKy0BrqCX/ep0wucJMHH5IlACPPKOArQSJ+yuV7bSqCah4Fej7Njvmu9ygHkxfiwB97AQt/04bxfqSIjyPK9OVZfO7ukXw4gSzCKX652yr5A5J893Tps0rOe74A+XkHH+ohTbAGsMNCPiKoshF+KzAhRHfPR/i5FiKCA6v5tAqK3zcBIh/VuT0Uig/JwGWy5Fw9wgoVQT4trgiAyugybHKt7JF+vuA7SID1F0icEriYURIHYwV9vsQWyJwdIW3wv/cDIBLIHH8jR3OCzXwH8em2LgRYgipmkcMPSg8yNZPCBPswjq7/J9D5F6AxeMGXs8m8717f1LaQ3fcN7ICMSfp7LxLBQCnS2BkLwQhygpv/73npABPo7fYpgdlcsHTVhVYROINsmCFjd4ItELLKEOj0ghNgI8hzzD0BS4BkNJy+pSXOIijoodATIwUyynx+2qs1bxUT+pJxAFL6FVQ4dzM01RRgx54ERn+nZ0GYDHrErPIdwiLweJ8Sq0Api7AQRK/77h1kIVsSRNmI4EueyILxdluXYM6JyVLWZ5zICPABCj0tEJACF06uUsJ+gBGbIKeevU7WSA9w5htW4LIJOukaBDIEZsCPrwuufIjNKg23mqeqQtdaPQg0fEAiyU1ZuUfxAkoyh0t8yLNlNQKVucOeu1fhQHZVx/RJzYlPC8LsrGc+wE3EgNyUdFU9+JDv0mPPS6c/OAHzzA1h5pfs33gbsOmWfQl47N2cPUvLYat7d69aJpgh9hIw+GQdFGxyPgN8uXu+ibggpPSpzYrIeCeC3V0K7JZeVA8Ff35A5uaMjPaiIViGjMDx3YaH+Avkxm3undvupvGdj//6r//6vHsBiIKVxnoBhVIREGFQSmsAX/BXCgAySgd3j4l6DzbOaRkzBqREIrhg3h2XZxGUnhrnxfABsDJDF1EBO0yaYQk05qh/SDlbQrn7fkEKIiGYKF2SPeAFij0UXpkJUHFivSjvZ+BKdoJfV9ULIPrLxiNI+bu57aUf3T4l61Xel2VxCGC5R1oqGXZfMeACNnt+uznYvidbIJOeS+65SvRAaM86V/oWXASPboNT3QBg3renJZEXO9t71+8ecSJ7maKsBdj4F0kQ/NnM3SOH5ITE8qU9bYudyfoEzrsXVJFcwcCcgCHAVeUoCAIbtrDX7gJFpVN6RoDaTvpbP2xR0GL/yp5IcEuWyoreB4R9BjjvolU20XUWAt8SqD1wQ/WArbL7tt/2Ugj2DOtU71SxVO927cvd9/urYfAeq8uHfG5359w9omLxHRuAD+Yg8UCExAok6u7Jms1ZHIcQIvKwG5lErHvgk/kjUMaFOJij3yM+u/PoLieH/VUe9MO+fZZfsImvTqFEfozPM/m0WCIeIiP+ZZ93L/4J0Bbxqmx9/PKXv/y8eyuEOQQg6UlGQE6z3P8L2ASjBK1M5Bm925SBYTgyVQoE6IAeCOpJdpuSAFMnvXuApEcGrL2boTVLoAhj9gzMi1yMy+ITcitTxRZleYIXUFH2UybDTDlKe8XAWJlHBmKcQBuwM3yZRxc+/a2tdECIwXkmgABgNXzyYdiCuaqCikVLzHdP711taTzkJnMVRDHlLWtz9rJe8+WYAhG7wZTZMtCWTbTkxfb0K5UkZZQyVb1SP+yuBwcJnqoW7MY2JuVRmTf5Cibd6ud9fIX9I5MAaxcgmk8XW+7CTL4CoIxHgOLbJW9f3XB290AIYWBfMEfPr6da7aEh26MWiOh3b1Xq1ZPIm2BrLsgsgDdO2Q2f6yJL7SvfgVsIHvtiqypi/Lb9SgRGgiFDs9gUCeGfyriIUA/3QZIQBr5MTz7LnmTDe3Xm3SO35Oa73iuI0An5WMvRnTISQJVUBFq11nf02JEjpKGr6hFkviAp2bMKZOL8FW71ciA47Vk+w5eU1/kMPfPfLqxDPowHHiGm/IKckHbYU2yE/T67Bz59y7BNljNhON0baRJAg1NjT5iVQGh7h0yjC7cwGuBvsgRDwSaLpWNsPYGNwpRGlS/0RwEDBrt77bqti4I4JKfSj7ZCWfaOQDC8GsWOlZGSD7DmxIgHp+8eeFnIrk71GYYuOHBMeuxhJ0qTxiebAwgYIxAUfPXteoQkJ1L6QiCAs5W3MjGZCH23VL8n6HmWcQJngaqHm9w9cnL3AIlTYKi+CxCwc+CjjVHZIwJaBUAbOULE9nx5hKK9MzYKjJFe8mGTymzsX/+uK5Zl0AILkoHMeb/MV5mWfbU8izySA1v0DEQW0eAnzfiV7wQpshcogSRAJ2N2pbV19ypsZAf86Jy9IxhIN5xoewT+CBZ8li3yTz6DQCPl7TursJELDASstcG7pxO6KkElBzr1jCUOxkcm9NlWFVs0B3hu7p7F7pEDOitBUmqGA8a5O2QspFNVY9O9K1o8kaHKNmEeHBArkChkswflsFcJl0wbKeHb/LTJ5s5REkC3qmBihmd6P7+UTHRvvlimurktWfi5/XsJWveHsw8kVsz4djbAv/3bv/3saFLGswO9e87sBcouShEE4u+EorfWxQgYshI3xXFuDkoIykey0+6pkx1g+4KWTBJQbOlSsODAdw88ZLccTaBUvgKwnIghlqkqhylxAxeKY3iOOVXeE9B7bvSe/415chqBk/wAGPm25LWnMdG10jPn6sKdu7d2ob1PpMPzOZHAt8dkymQBX3v+ArJ2iSzBnMkYCCAFnK4XY8iUfYeeMGrZKEKDxGDYPeYUkHoPoKRrWYrPKZ2TQQ/LAMaAHvgZl6zdnPVM7bSo7LF8gCFz5MNkD3y0foyvixoFZP7G742TTdKbjLKXWQjQwFiWCxf2ZCc6ksEB/rvv11XsD/u2lYYOLKDsUbzmog/PZvmhthcyBfj3itG7V6rc28MQdTJlI0iSrLXnWiAV/JCetGmQJuOEibbDCayVB//3L3LGdwE/zOGPDbJWWcMDAZtt+A5fh91su6eA8Ul+ZQ0HAorc+X8YvVth757MkRFJgvfBU++y02evee7zyQkO+L2YhlTu9rNemYsUIe7K+PDe+GCKcUuimjBqVXi+1pTff/z444+fdw8sgYCA2DO79ZM5IMCSvZg0psyYTbKpv0nojRk8lgaMAYJ+idJ0y48yZp+VyQND32EUwBFL7n5GICdwAzekA3tipBwUM+zJXQKeBSE+i6kqOQMUAA9Y2gsyJ45JT3vwgKAvAHGyllbMkTHQiyAGGAROupHJNWMUCK1i1OdC2jgRYyVPma0tKnfPKO1dlb3p39OvQKACIDvs9ptdBSszQ+JUYRAy8iLnHvvI8QCSZwkKbJNujEPGzXbuHoAJ4uwGqKhI+DsyZZ1GL5cBIhg7/xMsgJGAKFCxnZKl3S8LqDwbCWArCGKPShVw+Jkyo98DJj7PZrTUvrr/fX9giQAJi/hdKzZ+2LHAiHzsKVeyVLa7/98f2R4iDz9hCl9nXwh+r2VUSWITnkHH+r3wwtobGXdbecZIPogM8iTISSIEFdjY8yP4CF+F796LMCASkgeEtq1JyQHM2XUMYgpfQeLopFUg4zA+9oWUIJfkKFvVciCTu+fnvmMOqiqqiOKfmMHuep8CXCBjeAEvYSLCQdZ7xefdq6ixG7L8lmF/TpF8z1LFKO/egizbp+xh27N3OYZ0Xn+zJZxduS1LMCnvlUEyDo7QniyH3wsAdn+lQMOIAEtvqlHq8DfCBQjYL8XK5r2z58IiDICV8HeBDIIDHDHY3kWOxen1KInblmR7DWNVzrKgoYYvuCu7MiysTj8MUOziJQTk7hm6FoZxCuT60IIs/Rlnn4UYMEnOLes0Jw7LqTiTAH737AjLNi7lf60NJUFBVUZbcqktJKBwVgAgiydXutmbyu5+vvr87vmB8p3gCozZOV00+AM3ZVDERdbC/yxeQgABS8kS/SCk3gNI9wYwgbpzU26VQSAuiOteh4iY8YMeR6nkLkjxDYFPUOPb8EIlp1UN4A9DJAt8g4zNWYZJ77Cpc7KiXCYmwWA/fBwGafW1CgS32P0CPhswJ+V+uPLVxRi2U8LVPTPbM+mAvtunp2vzh30ybnYmgHs27GsyRaZ8lL0gosZJPkgMufbEul1Uxt/ZlYqcOKVKI+i2akY/fIicBN9WcO9ehQJu9ZAf+CmYsz1kAIkkL+QFlnddiragccBesevj3//93z/vHhgDGSDU3ifn8Nm9fQdjoDhldosVukeZ0AEC0GEkyukM3oAJtoaPCe+WBkZi3Mp4uzDL5+++v3FJcBA8lcf2xhpK6u1FQMTiI0TG+/bCAL8X1LpwRmDjaErQgru/C+AUTp8tNzJ8IMj4doEfmWOoAlG33wBBYCO40g878nf/z7lK4vyNPbEfcmQL7Ivc6KBlKj1O2cAev+qznmnu3lUiAeRk7d7Pvvw/crdO1tIzu0EUzIFOODk/EHSNrwv+gI0Mlg0CRVUimS25Ci5dJc6OzJFtIrMATtAgv/YFBTNzERhVK/QJVZSAuaDc7S0Anb8Zu/fBB8HY341BFn33fWXkb/0AzgL7/hgPncOW3WLo96qQ5FgiyPb9TpJk9TDckA3vIqpW8zwDnsIS34HBMm4Ekdyat7Ff/gj76N7ckBNBBmHrts/i9N3zL3a+GTh5SRq6MNIc6UC8ETBVSneOnlXfMVatgD0uWpsU3vq8DLiLBz2XLH1mFzfL6umEHLtYE177m2DP3j/+6Z/+6bNf2hJi907vNZaACFDJQBiL7yoDdZJYJFayp6Exyt0ED7hq+AKPk3gQA4ZHCBwSGAKQBjP9GqdGAWsM1ngZqWBG0V10RsjAmXyUApUdMXzBVuajknH3gJRRtIR19/094sDA3HoVX3Xaue1Cj+09Ki0WKAC9uTIwjqkkvzbh3/ZvMGbBAChyCCRPZqG8p3fU/iCbQ6As/NgT2GRyqkTbP797erG/WgCSacjIVAT0mYFgS70qRuYim2ELsi7ZpqDv35ZBt4cvE0SygR+btOaE3ZPf3dOf8tzeDgb0BKavbMFn+AJZ25+OsAIseiXP+qFxqGKwH0FDRiio+LuSfvdh+wwMMU7vUPkCyki61drNsPmXOWhDSAbIHon6lhnNKV13j5Abs/UxbEJJV0VH5rrrH+4eHujh77YpBBQp8gzkrjsZYAXyvQvU2DW9wWRVtZ7mpu2nhy8Q9Ujbu7e+SSJizVK3FdOLqhn7cTAPf2Dn2oNkUkKPWCn7I6Qyej4PF/gB/+z2XUSBL6gwwSA24FmSQbLpWSeSYXHIHMXnH7ZXJlBz2JaLARLGijHow3kxYRAQQfZ0Mt8VXJXHCEaGZMAEKkMpW0YyBH1lR8ChJ7xXTirVlXkJnozQvjzKJ2QBSYASwDnd3ROy78iWepvN3fcLHiwIaXWDAQEw/S0Oybk8W4ZEFu0r6VcqD3uvEo3gBpRkukCpi+H0oAR9z2S0bEa2gIDJ/mxBunsr7e2PB/ieoQQO9DBXQNYVpf6b3Xi29xn3BiZ21d6sjAuwYvgAFdgpPQO2vQji7tmcVaAcFKOnPwBmQZSsVPZ194gqIiFwAxXZAYKj38rXWp7f6g/9eSaQIfO9B/7ubUnjK1pm8EGARHJlN4gPm7h78pfFsS96ZPcCjpIlv2hfEBnRntE+QvDYLCJNzypKPaER/qjSaWc5Kc542DvfZkPVH6wgW/4l+G5vX5VIu64tDdUSBNo44JhgAQP3XPlWN5AiGMJGJUDwid7YioDaMwzodBdRsQ0EVLWID2nrkOvds0VElI4tkkVCzEUAtYC4ZAnJhmV8VKxiA0icBX7srKQEGVMJsT6H/rSiyBwRRGS1+u4eWYNLYpM5ffz+97//vHt1f0AmkPf4Qg4pswYUvrNXTGIY+sK9nMGkPIugCITDMubNdBvMlDOUSBgaY+WgxkXRFNr94cpSyuUyWsa6mQW2zql7apqxMwagLBsGOlieBUcy294fzhH1eJAUZR9BA6AhRAJEM3KHzgARc2McwBs4CX7m3C11u25gT/PxI8jtKssSL7ZAj7tYD+ukb3Mzd+XAzt8PYmXOKhDsCSjJuLuVB+v2HkSMPLxXlkwm7KxlQeSIwwvq5ALs2I5q1i46vHv27Rl8wlwQZ5mQcZjzV3vgEeieMHX3/Zaer7JizyNbiwYFaHLi6w7gQCB62xoQ5gvkJjiwVWBJN8hSg6z1G+zYd/XO4QW8kgV6xlcVElgGYP2e/7MFayXYU9tcxiODRcYRZO/f9Tt8phXL7SPDFvjk/eToXz7UkrgAIuCQKbsia4mIYOv/u6UOYWar/I8v0w2iyC8kQD0MyfONwxzYpGSLfsmPnrvuyXf5KlLp9+QI19jEruK+e8Hds9ZXyA8GsnOVk5JLY1YVk4jB/R8MBPtWhsWce/ydrMAALVDTJ8TMMDAsj/H2RBeK4MSUIBugOP0QQCXwtEcF4Bk2Jxf0MRxOtts6lFDuHthg19vrAC5YnvKRwFmmikl5D9atnLIH81MwUtBVz+Qh26QDJEolQLagpAQUSiTIWFDw/1gnkGFQDB4b7R3IxsohZYgMT4ZERxx4e4F3j1D14o27RxAYL8dlX4JdKzhsQGbKabRSlJzZiOyq4/EjiAtOgv8ep2sBjbmy2faKjUN2tycoKacrVy9B7c4BcrBdC9ggd3QA4NkjP+bzdy87knXL4hBDJI9ukJgeYKTMyXf2vmI+L+iaq2e0cuO7/qacrW2CMFgE5Fnm1lW8vosQs3PjUT6XnVtQxqe6Mp8eVBnJGC7wWSVxvi7T7NYivikzMyc2Aqc8Q8CB2b1e0+8EA/ZjXGyTPbFhC7J6ZwR7kY0LKIgNLOIPKpj8U/J392wSmROo98CSPXebnJp98mVBXlATO2T8MEd1Cpnpzg//jQTRFwJoHQ/9ehb8Lbn0Wf+SsWqK5FQSLLaaa3cp+Qx9wR52/vGP//iPn3fPMfdWlW5DANQyMIJQkqQo3wVoVusJXHffH94BSLFymT0nNmkBuxvX9aQ5IlbEsPwdSMtWlINa9tdTZVgAHHHwXSu/Kdw7uxqboyunkDHg9HulZ5UKDLt9ek7EGAA+xwS+gAGR8P/tdwEkpUulNtkV0qZXBITISRXk7pWpvd+4tmenWmAcSqqtutgmJUAjGZxLaZNcMPk9FezulSwFGgDARrZPKNPQr6xDeobKiFKkOdLn3taj2lG7Zz/sH+EBNvTGxwRydtW9t5xb64AdGZ/DKGRPyDH/LIkDjIiLv+22IHZowZjge/cAFfGSddLTElMVJ0S/i5W8HxkSPD3DHmUXQNAre2K7lYOsCNHxXlkTAk1/xtdKl7GTNWJABwIh4kp+bLY3yiFJxiWIIRJ6r3AKFvt8iYSkSHZnLkiUREQyheDw7WafCCeM3RaC6ou5+xzbNYa7768yJlNyRIDoE1FEFmDT3SOTsBd5g730pEol0zbXVjfI2lx6nsDdI4piBzuXCHx1oY/4Aq9kxfQsmTNHCVwPaRJLkV62SE8ff/zjH3+2rQvTMNmWLEX9vQHJajjBjcMSJAbboKEMDIhkaJ5l5R/n4lTe3QNKdkWhzzJ0JRzj93msrkfpYfY9LOHuATrAxY52VXlZL6DkAOYmIJGPUiX57Pj6N5k8WQM0uhBUgDJZGMPdCwbAhOPtKn/ZJwM018reewGSueydtIiNbFj22UoJ5/bZPf/Yd2Q37AzQlyyRIbvqToDKwHfZAJn0fmC2oBTu/eTGRhfE2URbLrLNvcFHK6FVlY7PuHomvN8JbsqNSBJbWbKEQLTn77lICP8nR7+XZdFRM1lykO0hzGSJbJsrsqJc2+oB2cmejE8w2BW4dOLzLRfze2Nlq7ANpshsfY6dF7fWPsh6dUFufIj8lI/vXmDmb9aOwBjEXdCAFzLLXksKt9kqOQjuiL73I997pvjdkzV7Mjf62lXkPr9HwHbebIIsjZM/kKdAiUB0R4oxIu7ItWf5F26SG72WOJMHO2YDbGUX2vm78TWZQhLJcqt5sMa42Bfb6bj2LHGf5SMff/nLXz7vHkMkKGVSRnT3Sm8maYCcW4aIaRMKFtyLApTUsG+MCkABP30u7IhiC6hKoTI/bNyzGBL2gtFgMT0SkTFs3wgz9VnGoc/KQbva0gIK5SbZru9wCAxWiQkL7b5UK3vpQCYE2ARTjohZK6t1v6yDK/RtOJXgKzul110giDnevVKRH0zVnMiJjgCt4NrT1JR9rAy16pT+BGglX8zVGOju7gVX8tg1GnRPTjJeTJo/3L3AhhkDxz2n3UIZvT9ybN/ZMyx+U65VamN35mqOTszqWgQ+wvH3VjwgKTMD9GTTG+8QBwFmz0GmV317mUbPVFaBA2psFMDv2QAWgXl2gwaZ0RegV1WQ1en70p/gwh/vHh4IkMrAqnYOvmFvdCK7aZYny0RGlDfZlz3T244TXLo6Gk5aWMUmjX3PrRY0yKKE3jOMg263pbAVnT1m+u5VJFTa+ARbQKRhoUqdcffkSBgo+4ZXKhBaeMYluftq7/Qe67uH5MB/dsb/kLouLmbffAixEeQFYWSbL/GTVoP2eFVlbJhrTuIfG964dfcWyIl7xkPWH//93//9efdY+G51aLoOKAESh9Qv3SxZb9i/3XPLiZXLlSZMmiPuFYKArMvqCYRiGInSb8v6dy8T8K72XJAMhIJBA0XOvfcV+5x33r2M0fsZPGemKEFV5iEoN2jQj7FzCrJVKuQIwFCW1UvllYwQLosHGS/mjmAoHX51TzddK43rHzEwgYksZPEYo4Me7p4+BAPBnl0JOHTEdrRRelmKICqYky35KZ9jwWzG53vCH7u3eBC4Ge/e7WtcSG99aBeEkYOyGiBR/iNzJKnbXFSDrERGLMxB1UDWIKNEgHo4hN8pTQImAUhwQ5wFoIKmjMscBSuEkKzJXjsH2WTDd6+dgNjtGfBkLuiRAV/rpRG7NYxP0Av80kumR5lvW2YL3AIiwoWMG5d3aMF0BbXnsieBhs4RZPgm2MHdVj/5ipXn5MUP2CT5SSwE+l4hKnmiH0TQM9gAMgWLEZy2K83XWg27H1TtkCT2zjYsYG4CJODCeXYlliDMCKDxIhS1LzJEXKwJ4usCNqyzS0dc8Lm7txVZIOYbxmUdmMUPI0gAACAASURBVFiGtCHWJV6+q8Uj3n076ezv//7vP+8ekydQhs/Z714THahwNCAi8KjVE7oyWm9TAjZYiMltOZjBYZdA00KHuwfo+o7KsnugBWbIQWX+Levpu5kDB7QNARNEMMhLELYl6e5lRZRutaxADDC7H/bu+3703ZM9ICLTPZFK9odd0mNZLycRmIGJPcsMT5DwTCSuJXGBRxD1XsSPA8qkjRsBY5h3j9DIrmSjettAmk4AgyDMIe4ekbAWgv52pSvgFWxUMlo5kE0JIoBUedbcEL+trLQ/yH78brfSmZt3sB3rH1oSNx6fAYoOImGbQJmtIHNdAOV9ZMmeBH3AZtEZolGSxBbICzApwwLUvcbVnLofdUu322P0AwwFUsSihIsPAEMBhy0iOuy87aO7n5+tIIPnQ8ZnwZqACWuQAPLs/n5z3FvykP6t4sFThKLBn8/yO+OEmwi08fJlfltSwi4QB+/lX8ajGiTY8Rl2efdsU/BkP2IGvFDFkDR4R6tmfNbc2JNKpP83DkTeMxCK/tCTMj47Z9f+JROJR8mu+AG3xB9VBXMTfGEQrOliWeSMbPmjUvnH//7v/37ePdDGGAFY+zeyNAoBVPYXy5b2Uve9+OHulUyVFQUkzo59mLyB6/82yxN4AJNykABpnBwAOZGddtuGMXMeQGZhkTnInrA97+hqS+Dhxh6sW7nDOKzkVBKXYfv93WPhAh0Hs/KVoWPDjAgItexiFbiSuGoB8sR4EQlgAPi6UIz+NsNhN3sQCGMFzj3QBRAhCjII5E6WTH5YOlLZ4CEocRJz4+xAktMYz5Y6+x0Ai0zKLJTHPAOh8YyuThWoAShSYux7dr5xW0jW7VbmJvAguxYc8RlE1riAUrffLPFTKZHhAmW/l5GXhCMIiKr3INf0qAq02yzJ4u77W/CUywEZIsFX6JOd99hOFRuAjvzwHYsKER12BgNkV3dPb2xTUOO77B1xNw9l5S6G4zPbAhIM4JgW1mZy3d+/RBMpMnbyImMVMeNs6xPJ9R1ykkAYrzah0jny3XEpA5Mx34WjfAvRgRsCVK+5JRdlYr1hhIr9b6vWPEqcYT5SKYaQG30ioQgZbOqtefTG39g9MimQw2Q4gQS0UrIXu0h4YPS3yz8MAFgLAL1hi6EI7rsAzIq/3cMG4HvMHIORYQj6DAg74hCEziG6D24XTpi0ntACu3Fi0u2HU5C5eb++CSNQIvdOcy6LY4SeIXunBAFq98sy5jJofT/lKn1l4MO5zUU2oZTeRTj0ojS4e6MZtgCl+iFAteqCSDBCxinbFMD33mJEois3jXEvb5ctk4sMBNtVddjbxe6eEwme7ByT9XfvJt8uKgE2CB+AEKiBC//wdxl4jzmlDwEPAABWARLzpyPvkkXfPfKztz0Jrp6N3Pk9QDH3u9er46tsle3yz12I5N13D+TMF0mjT73kLe0iyXp/d88uBCJBl37IUabPvsy1ixnZK/n4Yfdsg73BBa2itt+Umn1WgNlVz4gPW/AuGe3dqyiZk0THs5TIESt2BnN6fSRf5dsSHsGAnJTEt2TfC07gqXaHdQvsCSnaCqYkqpUuwV01TFUTNpuj75IPX5eB331/miIM9gxk29/5n6Sr/XAylhBaKMaOvBcO+C7b7t7pvc5TRVBiBN/ZBh9DtIuBbBSe0huc/Xb5hz6lLJUQWpbF8BiFoAbgBRwKlx3ssYF3L9AwFOUORqDvBKCUVPx8df43Z7WFwHcph4NQqGf2ykLsjcBkC74DoDikLFjFoNs2ABUWZxyydRUAwAlYBJWWiwUlMrZYA8jtkaWAFtvtyk3Px/YZH6enG4xwGX5B2nf3LGzEgXHusaf+3hODkES65RzsCAmRAZEr+2u5UcXGmBEHzJWjYuWCP7m1N0vHAjc7wsbZrOyYboB0tz4JDoiNCoNM0njYLnKsetWTssjDd+znZMNslE2ydzLp8Z1IkYqJvt+CN79ob9GPv/FzNimbAfQyMr+ni55LLqizQQRV5Q+QIQ4qFEBdhaKf8UyguLfnCV78UyWgR/nunQt7gIp3yKzJ0btUGTouutYKU+2QzQvkkhVkpHhKPnQPt9mq3iub9HnErMcgI0Nslf34rqCGaPmc0nnXBG3FCnbQo4rJXkLSgOiHnOCCpM+/CCG88E5ya0UJ+ZBsbgtG25Kd06uqI0y8e0kam9sb71R2kD144l0tr3sufBQTtHy+u61LaQCjrlHIwAzQCzFlyheEgbcMrQzXQACCDNEz/B7DVgrfVdF3r/Swy/wZJUbqGRxlt0bdPWCyQE4vjDw2m/cOYiyLw0wZBTBRCvd7gI5ptwe0P+bP8AVX5TyBs7c67Y9MULlKmdWcsFwAKusz7pIlVQAOuNkxckAWniG49p5uhIbDASyBB7AqJQp6DL7HnGLMMowtS3FEzL/7Kv9ffwACMoBhKyHyg/Zmydg4MHlEhv1bBKTFIVB0uyFwM1eMnU3wB0FFgOYvPbHO2K3F4OuIjGfKNum1JAlhAYYO0lA6BfB6dnBDgGyQ3ax7r6C0FsD/71W6xRq6Vd2hH0RPFiyDld3JnLrVTumYnSPQMEXgoV/tCM/uNqW9Sct46Fp7zThUGQW5rnoG9Col7H0zWERj9dkDg9gCucEn49srRI2Ln3ZrK5wWR9i7AImkK9UbB5+pvfsdedGb1h4b4EN74Ix97XevTSPuwE24ioCJU+KCSlfJLt9FnOEX/4TndA93+WtPQvQdY0bw2MrHH/7wh88OiJPJGPVh754TARGKlAkCVAblJDSCKigagBKNSVgcJMO2jQLL8z1s6u6d9sXANfmxIYGSURsfx2zGyOgYZfsxd69ntsECGyebuxfw/E6piLMzZkFLKV8Jp6VnrQmZECeWpSvdADIOoQpSh5TRc3jOa+76f1imZ8lqetm957IBTgLIZX2IzLYOeoUoRwPcDB3BUMolL98VsEou2bNFLuZgDQAgkAnJitmVnlHfI1vhYMrYCI7Azd6/OkucbvV+zUX5DIHQKgIMMutu69KmkV3KqvZgGWTJ3AXl7gm24pcckBFBnf/5u2qDDPLulQK1LOhFhsgP2Y9V9sC6xyALAn5nrnQha6EnvoRIkOfdWwSI7ArAdCG4KhMjivTWRZa7eh8h5Lt7ZzRyyef9/91LRsh2z04QHFT5JA0CUy/OQRx2bQZMRor8C9fZe9fe6NfyQ3jA/5BuWR9f8u4mUwKhf2WXsmXBXSD3TLGl5WKZNFKiaqD1wp7YBIwRW1rB8f7dq813YBECttsxu7LbGGGNnjY58CX2x77gb3fKeBY5WZMgW//43e9+99lfUJaHdHsEEPE3gE7ZXmbBj0VqQMaz754Cd3sUYPd32QAHJViB6u4FIJmirMACGYLizIgHQ+x+Z04jqHsGJgjgOQjnF7Dad2aE+jZObds9uMofWLoyae+CxSIxL+Vgmb1WhoCNvakAtEeFJHE0Br1O41mqLnTTFsLukQaoHMKzVCrYiBYMJ7t7zF7lxmcENYGHQ3A2GUnvqNUvEhhlakribET1AAiqVJSUIFyCgN6mwI287QUZgqxM8u7ZteBgbpi+8h3fIhMBVUZ592QtCCDEAuf+IBTsqidSyYqR7D2iV2Dm+yoFXVBnzOwIWRPA+aw5GQf8aGBEogGn96ja7aJV60KMsxkQ+0Di+CpCLwtFEI0HsWkfVYA2DvpiP3wYFgFepK5bi/gX/OIbMM6z2Ay8UhJGwO6ejypt7wEcCBASuadAFrfMnz0hWsj4JkiIhXH1vA1lfokgmyV7CyS1ueCJCkkPQ9LWg0N7/7QWiyBn14uKSm+W46vsSpYsZokJ3kHvsueeRaH1A1f5FZ2IEbJnMQ1h7AUniBZCpdImIfz485///Hn3AiYjFdS64IKCgJmSGwbNyRkeoNoj2+4eWwQQFicwVuCrnIaxyjoZ+93LPgVGypYRCsIExoi/2tMtUFMycAbaBCfYCnocpL0N+1DJUklOZi8To7jNiHokoooDuQAmYIQZkqcfxttTkbzH82WmxinYkatsiqN2XIgM5i5AcjQyoBu2AAyQu46Vw2/LQNCSWSA+7K57lIHM7iuWAQF8ACfz16/swRscEjAIyNYAyP5UZbQjZL6tbrAvwKVkCgDYl2fs4seupJadIGcIDpK5+8H9YP50dvcCHBkikQINvSFTgERAvXsVCLYoowE+/g6cZbD02moevfi3lav+IFGyO/bUNRsCseqF6pRMze/pF2kTZLrtky3K2vcERiQFaYKNsLL9XToWPPih4MDOZbZIJrnChLtni3tYDzJibvwBiUJkeycznRuzQKQEzu70tOGn77WFsD18tsGO/X0Xx/lc2zbImSCKDO36Af6m4rR3WVc+ElWEBlFEhgRyPsaX2nJhgzJmtio5gCV82P/LtFUsOl+r6eGrIP/x29/+9vPuBUbGILPuamyToUiT5MSCF6AFPhiYd9w9ggAIZGBYmsxj90gSQhcFCXAc0epsQYogldcBhey+fWdKFswRCxkRo+EgSvhKd8pXd69XZ7EBkKYwipVlIhbAsNmULWjGauEQeSEY5CjDBcStIng/oCQnAMWQgJ6V++beYAbsVA8EM+8zR78XCDhXHVJ/0BzZFd3LEHcnAwLRrRYCIPIoowC4iA3QRp5UMnoyHGBSKQJ6e+gPsmvvLTKFKN69DIKO+QY5aJvwMbbKHpUF+16yZ6tK9TJZREJQoZuOa0uUggX70oryfr7exUG+s/tRuyf67hFDxJXtth9OD2yPbJFGxN24ZVd8qYviBDaknx3r5yKTAiKcQvK6Jx/o7wJJREx2RY7sHI61coMIshMB3GeAts+xYYSnWw9lZkiY97MjskU++JqqZ/uoKhDwW1CDR+xLsLU7wLvbrmQvkj0VGyTKdkUxg5wEzFbNxIzdycN+2Dv7UrXij7UJ75No7dHPni12+Ls2QQ9DMh62IZkkW8+U5JVo3f28/eY9cMr/w4Vvi85kecCbQ7RsJspjQYyCgyrdyOCwJgLrSm9AbvsWIMMmZUiYDXKg74Yx3n1/Di2AAioULbh6J+NoL8/2KcBgXFa4yihkdQIRBXfbhpIMA1KeBvwCEKNWagYgvYCCXjirIOVZFOu7ApDSZfdZyrBkzsp0KiB6P4L9HkULrCofgEnHxoVY0RGnAYI9lMJ/K5NpPzR43r0gAkAE3fb0VGpkS1i3ALj3BAMyc+z+T/aBxJKH7G8vwUHatC+6P1xJmc+wSRkFMgQ06Zlsul2Jjygv8jPv96xeEnH3QLNb1xDO3VnBnlQR2NMC2d0jWvq8dCBgC5QqKOwLSW7Wggh6H//n9y2f3z2yLsPsljWZq9+p/qi0qUzIngRyONLtU34kCWyOLmCQf/kdmfe0x70KE/lB4vgSvxSwvzpEBvYuXimrkyPyKalRBaXfu+93F7B39m9Om9R4Fwy/e8FJHNHuQ1LoBIGVRHQBoh9Ek34ETcQe6TBOhFTVrIv02I/3IoRaAxa4qQTuXu6e/01v/Ezs5F/Gw/dVWcTAlupl26oCS5w//vSnP312AHoyFIy59YcBYRTKoJTOUTXhlYcagLAxJZk9CMRJY1i4oMYheyYvsiEL1jdhUNickjSnl1HWIfWmABdw2UDOQRgJEOghC4CU0DFPjEx/FyjKEMmiCy6wNjJcUqKHh8kyUgy/+8PpAwPFpBEG8hNs98jUkjifpXtBlk6AjHFyCHJqeV0FBHAqzwpewE6bYnv+5tHPeK9SpYyNLSBaSJzMrmUqZVZORBfsRrUDQRM4AXJPFOPcfqdyglioLAFUfohodIU+YAAE5IQY6hHvGg+Eugfg0BPbkLWTsayP7QLinqAHyBFBPoJsIEmyKnNkQyX0nsXPgZ8AQ9cCO1IgW2kfFTlEFtkxTJEhymJkdRKUkgOfNQc/+vds1jsELxjQUr05yfxllZIC+CTzlwyw2VbgEAL2rpoHq9kPTJYASL6KgXSu1Kxaxafggjkbr4DaZGqPblYVkPEjl/RKR8bXihJ7hrnWbiA8cFQmqzXERnubH2KDOFs1roWAFIgHvqvqUdkLyNZoyI4lhNqC/p++jVcV5O4tmEYAxQjE4uOnn376vHtgKBuQPXO+u5fJcCyOL3ALvoRuIsrYXbyBIFC2fqlyLNDBigR4EyG4uxdoCEawAroAQ9CysIADAMu75xxKpkBH8KdoDAxoMrD2BTk35evRKZUAUAEBWAoqzfwRCIFFDw3oCaKcBXiTRVfzyoSwRzL2e84kOMgCZb5lqoISIAekgojArbVCbjLY3gUriCpTYbUc0wKZ1R9H7nYSQVVGgRkrO3IAuiE382gmK+CxbzYrixFUgDg90k3vD6dTAMDJlXLJfu8tlrXKBu/eYhVBgX4QH8CO+NGVf9nn3auaAC5Zk6BhLnxKdtBFqQBbtgtsZLJ0j9wha5tV3L3EQdDQJ1VxM2e6B7SwpguyvBeB5uMwhD8KekgTclzizAbNwXgQGGAtMPMdz1BluHv+pcJAn+QliAl2rRrc/XxPvjmQIb/jExIh7xQ4ya0E1fv1iGGHxZ4CIFlLYgT03mEtIO77ES3/z9+QJfOQcd89Mq0i6JkqKCo2XSt19yq9XfSMQPmsNpf4g3jBHhU42NNFzwIvX4W54qPqFb/z/wK4edy9GCbxopdvJXG3dWH8eyFFGf1eHu8HUzdQgVlmJmNswBYIt1FvFaNMTIDExABWe+uCk9KpIIBtehfmiDWpBPQkKkFVv54yBDPORcEAjfN3gRFnxppkgpg7mSM8FnvRQbebKZMBEwBu8QbisO0BDtBtLnp0iAKZylIYh7LUHrHarJjsGLbSEnDkRJg2koAklan68Ts2IcgKrvQmyHq2oHL3WCsgZYueIZioVNiuZHytBrEXARCQAjAApVQpW90FgncPfFWOgJ+g772CqXdbJFTQQRz4nzbELrhDJneBZIO/wAcMt80FB4Az3XShmAWXPuNHxtOtMP29d/U0Pm0kQcP/G7vKn7nTI+LRLaSSEC0CsvUdwQvpFRiQArZy98qZkhckBU5JCmSlMAABK9ndPd2CPd9WAdvSuXd1ASLMQAgFFNjDZvmwRZfIS88SF+yNi7+rIPk7+S2Z6hkQWnOCFyImAVLJUX6HSSoBJeGqrt7Pt70DiZI0wVMVEjhx9wgdLITvKqnwyThgC58ueaJr1TMVQuNEOs0FlsOPlsRV5/idYI4Ef/zqV7/6vHuOSrGCShcjAGGZoWxPhsvxMAdgw5jarxQcZGIMes+Y5jRAQEDqnjrZCoNRWv52h+hfs5YFDHOTkdw9hcm0MGOAhjkTqACOxChx3j2HlK1zImCtqsHwyU0mhwzcvYxQ2Z9jKgEqgTHAvaBFf/XuBVEGQ297deAujvjqKD2lUsDtfcgbZyYvJV5zFuA7LsAJ/NgXpswhBCTOQ993D9g5K90jNgIAJqsywO5bihMIASRfkSXQjYADfMgAKPY7CCc7BgjGQz5Wwmun0EHlBPQAPQBB2nYhqeDbXiNwY6MCnmBFxogQIGtwZvv8DYlD9NkAYs3egXQXp21yoL+NxLIFMjY+Nt1FqYgK4qT8y763Lw5QkRKVnrtnCxIL5BL52FPABHZ23kWWZAgPyEdW6V9AD8wRLcnE3SN+qixsEYYglWS/+5Bbqocdm9CoIPFhBEiwU/XrQUH8DsGSXcJGvg0/+A5sbDuC3lTPzJF8kG4yEJ+Qul4kAvvNlZ+RMZuApxJI72Jnd4/gIQGqVPwPrsEz84BRPUvce9ie6oGE8OPXv/71Z7+MHWFEZYS7DQkYC/KUD/SAD8X7/d1TjNIE48NSsA7v905/b9mFchnUAroetj6OYMdIevYtx+Joe3sZBQMuzi2QdiUixgwgAQSlqDggHOaGtffgFAxLsJTNGTsH8F2Ax2FakdDf8yxjNx4ABUDIC1h1iw156OHTAQDhXLJTzJ4t9DILBu47iANDt1CFHMmtF4j4oQd2I/tjk+wdk1aCQ3xk5H2PII7Bm4NgoYwsIwECXQVKhj5r/gLmLvpks2TQEqH3IklAl04Ag1IrMJKlt6y3J5gBYdUfmZr/Z6uttgEmpISs2RNb5NsyW+2AZmb8EHmVacMa6wZ2IRK7b/DfVhQdt4LVcSnPIgnNsNmmvy2BZvf8FaGgt97NoELi+XwHjsIxsuavgnCvDVat40MIoOwOyURqzUOvva0NxBT2yqxhNOxVFdJ22n/vXktVK0DJWUsUaeTDEgvJXbfBbWVSNUpFlf1J/owPgeiFUSpdbJXdW6iGkO2FUnC/eIqEIM78Ee7DS74v8YVvEqa+H1761/s+/ud//ufz7jEOGSZDbFaM3RMEwQE7iyg4v1V8BPjVyj99GMLn5MpAAhHWjpG1JMHhsRGsDLjoXyolWc3nXS3x6ssoIWOXlM7wMC/Ggs2VeWHC+iF7aIf+lmcwdApvWRYzNh6ZjayYMQNpc+T8vRiDHmQ4jFLAxqD9S5+cr4cG0A8dAxUBEdB7tmxHv6unkymXaX9g5Zx5+1tWpgPgbnNBSpAjgMQ5AAbmijnLzNraYF+cVfYpmCjFCYACD7CuvAQY+tqV7mxGJiZwA/ceWiOjAUT6X0APwMrkBH8y7zWSgIFc9HPZFxkrnfKtbqVTBUAiVR4sSmWLe2UnObZyIyioIgBueKFqxc7Zt55f1yAI9jBNYHQYE5nvmd2IGhu+e7Ygi7K90xz5qbmyJ3I0hrtHMsgBpvBhgI9YwLwGCz+qFGxUIoSsIHHkaV0Fuy/W8CPkiFyMnX7Zu+2r8L7nWtCHaitCw57FFGSJXfl7zxBg53t8L59A6CUaZAF/e/UxwgzjJH3eD4vNaU9Tk4TevcRsj11VgeAzcF9QpqMSRzigjaOiLEn5+I//+I/Pu8faDMyAevUksPUZzE9A3FuVGAPg6iIqDIbzMihsRPkCk/YMQNxMVsmDQWGPwEdQYXjGR4DdpqQ0ur1ywVXQIAtlEMyxx/IBfWCI4BgntiubEezJovudyVamBRg4B2PhePSnAtATg4CZoIrIeJ+ghvnv4qX2gjiFHisA16PCZDF/cpOh1PB3uwjgMCeOSMbG7/e9dW17r5xZlgl0ZLYCu1Jmj0w1HgAOfIzLQhTBlU0jee3NCk6+S26CLCLGyQVh9tWjLWVA7Jc9yea8F/gI1Htl5t0jxHTrPYCMTQpA7E6GcvcyDCBN5wipqh3743+e2WyK/ugB0LMnAVs5sTsX9kfmJah7lsC4q7HhGXJuHnffn8OO9CuL8nH+uTdJtSJhPQoCyBaMT5kdwYB99N1jahEsRFj5f68H9gMvJGrdMcDmdnySEmQFkUFWBL/6DqwV+AQrpMicYc8uWC4+sDn6RIr2RjDBeO8T6CJLGEcOewzt4hTcgHfdnqd8TteCvlawZwjG8GSPyO786cNnJS0fv/jFLz47SU4MDMtKAKUMjbKBnwFbTi+jFJAq/PbG754Ad7UudiyrB4ZdXQxkGbJgL9gCP2VkAAGkmyUohcperFbnLIBLX9AzMcU6ERZrsYRArQwLcAEopi2z3MU7X/2QEydTcgbesuferQ1syE3wAFBAZ/tI3tXLUhjjVjUAqyAq+CrbYsclEmwAQUCaEAX6BNYyW6XOrrY0J8TQ3NiiahB9+lewQxTvvs9wOBUSYFyCnc+pBKhkdDzrxIjxbucAZJh9Vz8rrwo8iLSy+t6mt4v2eoIXQGXvgN4cBX9Axqe6LkTp1DYqPW1y2JbZ3lfQgK39xj5UXWRT5Eh+KoNwpeSNPJTL6QlB3MtlBG7g3B0pe3Sr95GtpGTxAAHpGgQBCKnkG3QgmPFdpIr/lkjQJUzzHuSSHI1PkBAIuu2TTOkaYTBnyZOERBLDVkueyFhSIEbAK3MiJ/EHVvYMBtjvmbCGr7In+InE0GPXPZG993qWpA5Gq8KQr/jUhWLkAb+8X8xQwUWmyJNOiqe2ym0M/XaW+D//8z9/3j3AZayU0esisRCAvud864eYHJBkDC1TEQgwpCCG7b2ChODyFaNWItEzND5KEVQxVgC6QHz3DAi46OcALIFQH2K3c3R1qkBDTp5hDzIgBX4MXgBomcp4ECslE8/mvMAH8/d3mXafi4AxaICBtMgYjccce8oPY+T4dIwE6dGSubnSXw/10CeiY8FAIDJOgIZUCkzdS7p7HNnXtmvIzXj0m1sGZc/sqHt8716g2paRzM14715Gz55lHD4js+WHQJNslGA7DiC9mbZn7BWCewzr3Vs8uOtP6EDWxAaU/dvmEtyRM+MA6ORHF9aYCCpdYIRYAXZy6lG2dy9jVUXgQwVUNqDkbHES30WeBATZH8LdaxmRwl4Le/fsm30hKbIsRIzP371K4F5X7NlIGvzc08KKW4gD/fgs3CCfbR8JEH0WAoH0wIs9X56MtVb2psW7V9Uwpx4p3c8Kcj4Pd7solb2wX1iiKgqL+BK9I3/VmbnsmQQW45EnvaouKMs3w+Z35g8D944DFTfJAl+vre6CSNUq1deP3/zmN593L9h6qOCsFNyf3UOH7WIwDB9bIrDe+6k0aIBAEROTxfgOw2eANYq9Gs2CC0EVI2MMgJTxdGGduXkfpe/1eAQKSD3TvO4ekRGonYwlUCIHFoQAJeDZld2+iwkCMoZljnsYhV68AHH3GLu5MjgBR+aqf6R0ow/XU5FkLQCWMwsG+po+BwQFhl6ft1f/7TWfnEsfn+PKrnr0Ld3ugrW92YqtsjNBpX3CPTFPtocZey/Q0ypCOlvd8N/fLqT/qw0IrsgKQNCzVfEpUTVWc9CCAlwqSf5OTkqaXZ8ic2QLSJszF+CCbIYddm0EP/JZGYRnCib0iEQqVfb4XLrnQ4ASyAH0DWIwRwvh7oG+ZxiHMrbvCv4wD7nqKn8BFyjDKVkv0gE3ZH1su6VpZVbVJr4sANK9Z0lE+K1S9N3fvgpTFYYNW4Cr6ieQy/7uXvVyF4iqeNlG65nsdgh8AgAABR9JREFUTSWjB+CwQbikGos8qqrQPVtARuvTcBPh4sPmpPoiWYDReu09hVLfXQsW8aQffsgWkCdEvzbBntkLoqp0710WrZIP+TUuwhj45X0qDT9wLoqWERm4gFQBEYCAyFjU2/U+TAr4YZB3rywHZDiPsoLFOIAfOMnkusCIgWOxyj0ABKMRAGWOjLR7gZUCGQEjVIoEFNiUZ5FFF/KQE4UCBJ+VLdmOA1gExpb9rfYUmOlFJon4mCtZk2ufxYAQHM6C+JiDIL83NvUOa068gK6Uo9wp80G0yLxVBMYKbJWJzUkA2NPvlA5bwRGkZPBKWZ6FbcumZE6y4/bpOY9xyRCBtDkBUPKiI2Tr7q1eZmeyA4CG6QNx4xVsWoIWCPnSLmyS5SlNC/oIRzN/pEiJUF+Q3+396/yi25TYgpIqYsBm+TYyLNv76uhIxA5gsU0BHDgi8EiccfbYVfrgZ6pUCJVqgWDrWebTNhe9AHQYgoAh5wiN4EIWAvfd06kgtfv46Q/ZReT5gYzz7mWG3qukagWz4C/om7NA0ESDjUqeJGT8TDAVcGCNONDtqAKyBJBPIKT8TpUDnvJLeq+cZKTGgYQjASq7qh0CYislbNJ3tNVgMF+BKfAEzjZmiG+Slt0mKMGBRUg6QtRdCHsAEPvnIx//+Z//+dlfyBqwmS7IwohNkjBN0oA5JvbGeboaDpvERjgAg/Nsk5NNAYgynN0OBGwZPiM1N0BlvHUiz6Js5Sq/Jw/vZ4iYdg3MfHcvsvd5tuyPTGTxXYyAMXMw+gIQylfGY667J/ju+61o2g6Chff7jgAOlHqOrrLU3ntrPByQPXF+Tt5xIWPGJWPF4MmNPMmNUXeRnh+6Z2dKXLIWoENX5tOFYnS9GZDMQ9BAIjm18XfV7JbP/JA5X/IMPtSy2f/vD+CQndJR++F8VvBHEHdvPH2aewmqAAQf6Iv/+39z45+eiST3O5uhAnqZmiDBdj27x8EiymxQsN/71enJuz2L3fe58ABuIRvsS8WQr9F7t2oiLN5nN4Hg4PdImgBOFi3x0hd79v/0Sk90b/z8tNUWAcdcyNY46Hf3Q391zCk72S2Hi4lbXpfINcnjf34nNvAZuui2srsXXFuVRVo9w7P5MjkisrbQwb4SQvYEy7xH9Yn9+D35wuieGWAuZEk+5Pbxd3/3dz+7XlM/TCmiK7uVTJWhsA+fxYC8FPORUfZ+Z5kXJkUJDA1IA4zd/N7SIANXirRc3rMczsJ5sOJlUXcPsDBDQUQg9CzG6/OCnvncfQ9YQEZZlDEry+h5y0BaIlTqozisDQgLFpzMwgbZQg9/cLCA0syep638YzuQagudtNdo5bQMkS3o62LU9kEr5e+1kncvg9+eHhs0bmV2hq8SoMR49wDJHC2exMplLYggIsEhe+4wAEKW6GBbF8rvQIDsPfvuBQe+AkysVmUzAEJW6Kf7ZYGaDJAPy7S1WrB15VGBokRCdUy2YJwyRFt8tM5kZD0Pgc53lay5kJMMcTOzHgRinQffJCdlTgAvaLEdlQHAe/dwASlTBeKXWj/wit/5fBcNylwFe6RaFi8ACq6CmWf0shQyJSe+DA9UdJABlRoZpCrN3Qsa5kAv3idJYTOyZfJqdQO2mBtZI0v6qpIBvsTOahPaMJ7P3+kRFsIrCZnKU3fdsH24xFfFJVU+ZNh3xYGu45EAyXpVmMlHJdWaFiVzRF9L4e5hy5Jr44IDyuvGJZDzvbuXMIh7u7D2/wDmiV2JeFIHCgAAAABJRU5ErkJggg==" y="-149.952"/>
- </g>
- <g id="matplotlib.axis_13">
- <g id="xtick_31">
- <g id="line2d_11">
- <defs>
- <path d="M 0 0
- L 0 4.8
- " id="mf5a740cd42" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-30"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_32">
- <g id="line2d_12">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 46.00 -->
- <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 92.00 -->
- <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-39"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 138.00 -->
- <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_35">
- <g id="line2d_15">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 184.00 -->
- <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-34"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#mf5a740cd42" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 230.00 -->
- <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="text_22">
- <!-- time (s) -->
- <defs>
- <path d="M 18.3125 70.21875
- L 18.3125 54.6875
- L 36.8125 54.6875
- L 36.8125 47.703125
- L 18.3125 47.703125
- L 18.3125 18.015625
- Q 18.3125 11.328125 20.140625 9.421875
- Q 21.96875 7.515625 27.59375 7.515625
- L 36.8125 7.515625
- L 36.8125 0
- L 27.59375 0
- Q 17.1875 0 13.234375 3.875
- Q 9.28125 7.765625 9.28125 18.015625
- L 9.28125 47.703125
- L 2.6875 47.703125
- L 2.6875 54.6875
- L 9.28125 54.6875
- L 9.28125 70.21875
- z
- " id="DejaVuSans-74"/>
- <path d="M 9.421875 54.6875
- L 18.40625 54.6875
- L 18.40625 0
- L 9.421875 0
- z
- M 9.421875 75.984375
- L 18.40625 75.984375
- L 18.40625 64.59375
- L 9.421875 64.59375
- z
- " id="DejaVuSans-69"/>
- <path d="M 31 75.875
- Q 24.46875 64.65625 21.28125 53.65625
- Q 18.109375 42.671875 18.109375 31.390625
- Q 18.109375 20.125 21.3125 9.0625
- Q 24.515625 -2 31 -13.1875
- L 23.1875 -13.1875
- Q 15.875 -1.703125 12.234375 9.375
- Q 8.59375 20.453125 8.59375 31.390625
- Q 8.59375 42.28125 12.203125 53.3125
- Q 15.828125 64.359375 23.1875 75.875
- z
- " id="DejaVuSans-28"/>
- <path d="M 44.28125 53.078125
- L 44.28125 44.578125
- Q 40.484375 46.53125 36.375 47.5
- Q 32.28125 48.484375 27.875 48.484375
- Q 21.1875 48.484375 17.84375 46.4375
- Q 14.5 44.390625 14.5 40.28125
- Q 14.5 37.15625 16.890625 35.375
- Q 19.28125 33.59375 26.515625 31.984375
- L 29.59375 31.296875
- Q 39.15625 29.25 43.1875 25.515625
- Q 47.21875 21.78125 47.21875 15.09375
- Q 47.21875 7.46875 41.1875 3.015625
- Q 35.15625 -1.421875 24.609375 -1.421875
- Q 20.21875 -1.421875 15.453125 -0.5625
- Q 10.6875 0.296875 5.421875 2
- L 5.421875 11.28125
- Q 10.40625 8.6875 15.234375 7.390625
- Q 20.0625 6.109375 24.8125 6.109375
- Q 31.15625 6.109375 34.5625 8.28125
- Q 37.984375 10.453125 37.984375 14.40625
- Q 37.984375 18.0625 35.515625 20.015625
- Q 33.0625 21.96875 24.703125 23.78125
- L 21.578125 24.515625
- Q 13.234375 26.265625 9.515625 29.90625
- Q 5.8125 33.546875 5.8125 39.890625
- Q 5.8125 47.609375 11.28125 51.796875
- Q 16.75 56 26.8125 56
- Q 31.78125 56 36.171875 55.265625
- Q 40.578125 54.546875 44.28125 53.078125
- z
- " id="DejaVuSans-73"/>
- <path d="M 8.015625 75.875
- L 15.828125 75.875
- Q 23.140625 64.359375 26.78125 53.3125
- Q 30.421875 42.28125 30.421875 31.390625
- Q 30.421875 20.453125 26.78125 9.375
- Q 23.140625 -1.703125 15.828125 -13.1875
- L 8.015625 -13.1875
- Q 14.5 -2 17.703125 9.0625
- Q 20.90625 20.125 20.90625 31.390625
- Q 20.90625 42.671875 17.703125 53.65625
- Q 14.5 64.65625 8.015625 75.875
- z
- " id="DejaVuSans-29"/>
- </defs>
- <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
- <use xlink:href="#DejaVuSans-74"/>
- <use x="39.208984" xlink:href="#DejaVuSans-69"/>
- <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
- <use x="164.404297" xlink:href="#DejaVuSans-65"/>
- <use x="225.927734" xlink:href="#DejaVuSans-20"/>
- <use x="257.714844" xlink:href="#DejaVuSans-28"/>
- <use x="296.728516" xlink:href="#DejaVuSans-73"/>
- <use x="348.828125" xlink:href="#DejaVuSans-29"/>
- </g>
- </g>
- </g>
- <g id="matplotlib.axis_14"/>
- </g>
- </g>
- <defs>
- <clipPath id="p21fc37df79">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="pabaa7be973">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="pb11081c6e6">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="p8d40fe6530">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="ped7b7d09ae">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="pfde567f4bc">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="p4713c9c71a">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|