sub-36_ses-02_task-highspeed_rec-prenorm_run-04_carpetplot.svg 432 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379238023812382238323842385238623872388238923902391239223932394239523962397239823992400240124022403240424052406240724082409241024112412241324142415241624172418241924202421242224232424242524262427242824292430243124322433243424352436243724382439244024412442244324442445244624472448244924502451245224532454245524562457245824592460246124622463246424652466246724682469247024712472247324742475247624772478247924802481248224832484248524862487248824892490249124922493249424952496249724982499250025012502250325042505250625072508250925102511251225132514251525162517251825192520252125222523252425252526252725282529253025312532253325342535253625372538253925402541254225432544254525462547254825492550255125522553255425552556255725582559256025612562256325642565256625672568256925702571257225732574257525762577257825792580258125822583258425852586258725882589259025912592259325942595259625972598259926002601260226032604260526062607260826092610261126122613261426152616261726182619262026212622262326242625262626272628262926302631263226332634263526362637263826392640264126422643264426452646264726482649265026512652265326542655265626572658265926602661266226632664266526662667266826692670267126722673267426752676267726782679268026812682268326842685268626872688268926902691269226932694269526962697269826992700270127022703270427052706270727082709271027112712271327142715271627172718271927202721272227232724272527262727272827292730273127322733273427352736273727382739274027412742274327442745274627472748274927502751275227532754275527562757275827592760276127622763276427652766276727682769277027712772277327742775277627772778277927802781278227832784278527862787278827892790279127922793279427952796279727982799280028012802280328042805280628072808280928102811281228132814281528162817281828192820282128222823282428252826282728282829283028312832283328342835283628372838283928402841284228432844284528462847284828492850285128522853285428552856285728582859286028612862286328642865286628672868286928702871287228732874287528762877287828792880288128822883288428852886288728882889289028912892289328942895289628972898289929002901290229032904290529062907290829092910291129122913291429152916291729182919292029212922292329242925292629272928292929302931293229332934293529362937293829392940294129422943294429452946294729482949295029512952295329542955295629572958295929602961296229632964296529662967296829692970297129722973297429752976297729782979298029812982298329842985298629872988298929902991299229932994299529962997299829993000300130023003300430053006300730083009301030113012301330143015301630173018301930203021302230233024302530263027302830293030303130323033303430353036303730383039304030413042304330443045304630473048304930503051305230533054305530563057305830593060306130623063306430653066306730683069307030713072307330743075307630773078307930803081308230833084308530863087308830893090309130923093309430953096309730983099310031013102310331043105310631073108310931103111311231133114311531163117311831193120312131223123312431253126312731283129313031313132313331343135313631373138313931403141314231433144314531463147314831493150315131523153315431553156315731583159316031613162316331643165316631673168316931703171317231733174317531763177317831793180318131823183318431853186318731883189319031913192319331943195319631973198319932003201320232033204320532063207320832093210321132123213321432153216321732183219322032213222322332243225322632273228322932303231323232333234323532363237323832393240324132423243324432453246324732483249325032513252325332543255325632573258325932603261326232633264326532663267326832693270327132723273327432753276327732783279328032813282328332843285328632873288328932903291329232933294329532963297329832993300330133023303330433053306330733083309331033113312331333143315331633173318331933203321332233233324332533263327332833293330333133323333333433353336333733383339334033413342334333443345334633473348334933503351335233533354335533563357335833593360336133623363336433653366336733683369337033713372337333743375337633773378337933803381338233833384338533863387338833893390339133923393339433953396339733983399340034013402340334043405340634073408340934103411341234133414341534163417
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (http://matplotlib.org/) -->
  5. <svg height="309.883863pt" version="1.1" viewBox="0 0 384.281346 309.883863" width="384.281346pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <defs>
  7. <style type="text/css">
  8. *{stroke-linecap:butt;stroke-linejoin:round;}
  9. </style>
  10. </defs>
  11. <g id="figure_1">
  12. <g id="patch_1">
  13. <path d="M 0 309.883863
  14. L 384.281346 309.883863
  15. L 384.281346 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. </g>
  36. <g id="matplotlib.axis_2"/>
  37. <g id="line2d_1">
  38. <path clip-path="url(#p1bdc451b33)" d="M 18.697188 23.24075
  39. L 372.281346 23.24075
  40. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  41. </g>
  42. <g id="line2d_2">
  43. <path clip-path="url(#p1bdc451b33)" d="M 18.697188 23.157382
  44. L 19.365589 23.657944
  45. L 20.03399 23.706148
  46. L 21.370792 23.944781
  47. L 24.044396 24.250972
  48. L 24.712797 24.293802
  49. L 25.381198 24.199331
  50. L 26.049599 24.311917
  51. L 27.386401 24.186388
  52. L 28.054802 24.238411
  53. L 29.391604 24.038632
  54. L 30.060005 24.070141
  55. L 30.728407 23.968641
  56. L 31.396808 24.144188
  57. L 36.075615 23.940072
  58. L 36.744016 24.089754
  59. L 38.749219 23.986778
  60. L 41.422823 24.381198
  61. L 43.428027 24.072
  62. L 44.096428 23.760098
  63. L 46.101631 23.618797
  64. L 46.770032 23.814971
  65. L 47.438433 23.84399
  66. L 48.106834 23.744844
  67. L 48.775235 23.836983
  68. L 50.112037 23.754533
  69. L 50.780438 23.917834
  70. L 52.785641 23.953342
  71. L 53.454042 23.708435
  72. L 54.122443 23.893276
  73. L 56.796048 23.998663
  74. L 57.464449 23.707196
  75. L 58.13285 23.724544
  76. L 58.801251 23.49756
  77. L 59.469652 23.388275
  78. L 60.138053 23.753992
  79. L 61.474855 23.716997
  80. L 62.143256 23.911728
  81. L 63.480058 23.760188
  82. L 64.148459 23.945682
  83. L 64.81686 23.696415
  84. L 66.153662 23.792632
  85. L 66.822064 23.698127
  86. L 69.495668 24.109333
  87. L 70.83247 23.799582
  88. L 71.500871 23.828929
  89. L 72.169272 24.084752
  90. L 73.506074 23.867523
  91. L 74.174475 24.015189
  92. L 75.511277 23.947586
  93. L 76.179678 24.189238
  94. L 78.184881 24.418802
  95. L 78.853283 24.26885
  96. L 79.521684 24.376602
  97. L 80.190085 24.014175
  98. L 80.858486 23.865101
  99. L 81.526887 24.062244
  100. L 82.195288 24.115506
  101. L 83.53209 24.385817
  102. L 84.868892 24.257708
  103. L 85.537293 24.34649
  104. L 86.205694 24.318327
  105. L 86.874095 24.483724
  106. L 87.542496 24.515954
  107. L 89.547699 24.111924
  108. L 90.2161 23.855548
  109. L 90.884502 23.852586
  110. L 91.552903 24.105875
  111. L 92.221304 24.167
  112. L 93.558106 24.498369
  113. L 96.23171 24.301587
  114. L 98.236913 24.109795
  115. L 100.242116 23.933617
  116. L 102.247319 24.298759
  117. L 102.915721 24.144222
  118. L 105.589325 24.251366
  119. L 106.257726 24.437007
  120. L 107.594528 24.214258
  121. L 109.599731 24.250014
  122. L 110.268132 24.188325
  123. L 110.936533 23.690106
  124. L 111.604934 23.402334
  125. L 112.273335 23.653291
  126. L 112.941736 23.646611
  127. L 113.610137 23.834832
  128. L 119.625747 24.290794
  129. L 122.299351 24.1118
  130. L 123.636153 24.182839
  131. L 124.972955 23.787382
  132. L 126.309757 23.724353
  133. L 126.978159 23.76831
  134. L 127.64656 24.016428
  135. L 128.314961 23.952678
  136. L 128.983362 24.07182
  137. L 130.988565 24.013037
  138. L 132.325367 23.455461
  139. L 134.33057 24.14519
  140. L 141.014581 24.507899
  141. L 141.682982 24.454783
  142. L 144.356586 23.681443
  143. L 147.03019 24.350478
  144. L 148.366992 24.172644
  145. L 149.035393 24.322822
  146. L 151.040597 24.098135
  147. L 153.714201 24.321154
  148. L 154.382602 24.247119
  149. L 155.719404 23.893952
  150. L 159.061409 24.35192
  151. L 159.72981 24.289319
  152. L 161.735013 24.534474
  153. L 163.740217 24.350962
  154. L 164.408618 24.0988
  155. L 165.077019 24.324861
  156. L 167.082222 23.754814
  157. L 167.750623 23.910039
  158. L 168.419024 23.86188
  159. L 169.087425 23.954593
  160. L 169.755826 24.227709
  161. L 170.424227 23.977292
  162. L 171.092628 23.947417
  163. L 171.761029 23.641249
  164. L 172.42943 23.201001
  165. L 173.097831 23.039535
  166. L 174.434633 23.565174
  167. L 175.103035 23.94664
  168. L 176.439837 24.113794
  169. L 177.108238 23.982486
  170. L 178.44504 23.36579
  171. L 179.781842 23.585891
  172. L 180.450243 23.935926
  173. L 183.123847 23.921405
  174. L 185.12905 24.095826
  175. L 186.465852 23.870745
  176. L 187.802655 23.770045
  177. L 189.139457 24.044051
  178. L 191.14466 23.760334
  179. L 192.481462 23.662934
  180. L 193.149863 23.795527
  181. L 193.818264 23.767274
  182. L 195.155066 23.989346
  183. L 195.823467 23.706678
  184. L 196.491868 23.555677
  185. L 198.497071 23.540774
  186. L 199.833874 23.842695
  187. L 200.502275 23.936084
  188. L 201.170676 23.829435
  189. L 201.839077 23.580371
  190. L 203.175879 23.538633
  191. L 204.512681 24.126738
  192. L 205.181082 23.99134
  193. L 207.186285 24.093088
  194. L 208.523087 24.542743
  195. L 209.191488 24.556374
  196. L 209.859889 24.238208
  197. L 210.52829 24.280002
  198. L 211.196692 24.045335
  199. L 211.865093 24.002628
  200. L 213.201895 24.137462
  201. L 213.870296 23.960237
  202. L 216.5439 24.065714
  203. L 217.212301 24.189598
  204. L 219.885905 23.970837
  205. L 221.891108 23.685623
  206. L 223.896312 23.895957
  207. L 224.564713 23.792587
  208. L 225.233114 23.536662
  209. L 227.238317 23.363199
  210. L 229.24352 23.811783
  211. L 231.248723 23.793082
  212. L 233.922327 23.873607
  213. L 235.25913 23.665086
  214. L 236.595932 23.289174
  215. L 239.269536 23.654316
  216. L 241.274739 23.393142
  217. L 242.611541 23.238773
  218. L 243.279942 23.283902
  219. L 244.616744 23.615755
  220. L 245.285145 23.667238
  221. L 248.627151 23.198939
  222. L 249.295552 23.333379
  223. L 249.963953 23.160502
  224. L 250.632354 23.631313
  225. L 251.300755 23.084022
  226. L 251.969156 22.961996
  227. L 252.637557 23.19102
  228. L 253.305958 23.223103
  229. L 253.974359 23.634805
  230. L 255.311161 23.837175
  231. L 255.979562 24.015414
  232. L 260.65837 23.187122
  233. L 261.995172 23.724792
  234. L 262.663573 23.262678
  235. L 263.331974 23.405804
  236. L 264.000375 23.344442
  237. L 264.668776 23.457162
  238. L 265.337177 23.155793
  239. L 266.005578 23.391869
  240. L 266.673979 23.410637
  241. L 268.010781 23.291934
  242. L 268.679182 23.330867
  243. L 270.015984 23.730751
  244. L 272.021188 23.854433
  245. L 272.689589 23.729152
  246. L 274.694792 23.768659
  247. L 275.363193 23.923016
  248. L 276.031594 23.736249
  249. L 276.699995 23.877167
  250. L 279.373599 23.79805
  251. L 280.042 23.904665
  252. L 282.047203 23.48056
  253. L 283.384006 23.44779
  254. L 284.720808 23.329808
  255. L 285.389209 22.975639
  256. L 286.05761 22.821687
  257. L 286.726011 22.916124
  258. L 289.399615 23.708052
  259. L 290.068016 23.800258
  260. L 290.736417 23.695209
  261. L 291.404818 23.798219
  262. L 296.752027 23.477812
  263. L 297.420428 23.569984
  264. L 298.75723 23.554258
  265. L 299.425631 23.62461
  266. L 300.094032 23.577239
  267. L 301.430834 23.715881
  268. L 303.436037 23.439735
  269. L 304.772839 23.221042
  270. L 306.109641 23.383442
  271. L 307.446444 23.683246
  272. L 310.120048 23.392533
  273. L 312.125251 23.791697
  274. L 312.793652 23.889198
  275. L 313.462053 23.873179
  276. L 314.798855 23.608681
  277. L 316.135657 22.903935
  278. L 316.804058 22.985214
  279. L 317.472459 22.930071
  280. L 318.14086 23.26652
  281. L 318.809261 23.468597
  282. L 319.477663 23.345354
  283. L 320.146064 23.557694
  284. L 320.814465 23.43987
  285. L 321.482866 23.439183
  286. L 322.819668 23.71498
  287. L 326.830074 23.538588
  288. L 327.498475 23.675552
  289. L 328.166876 23.390427
  290. L 330.84048 23.626683
  291. L 331.508882 23.868301
  292. L 332.845684 23.993999
  293. L 336.187689 24.182186
  294. L 339.529694 23.861271
  295. L 340.198095 23.976403
  296. L 342.203298 23.74819
  297. L 342.871699 23.908371
  298. L 345.545304 23.663543
  299. L 346.213705 23.731934
  300. L 346.882106 23.936174
  301. L 348.218908 24.009984
  302. L 349.55571 23.908529
  303. L 350.224111 23.575493
  304. L 350.892512 23.447283
  305. L 352.229314 23.592098
  306. L 352.897715 23.513072
  307. L 353.566116 23.558021
  308. L 354.234517 23.284499
  309. L 354.902918 23.253227
  310. L 356.239721 22.814781
  311. L 356.908122 22.923142
  312. L 358.244924 23.339587
  313. L 358.913325 23.480966
  314. L 362.25533 23.356811
  315. L 363.592132 23.16271
  316. L 364.260533 23.131291
  317. L 366.934137 23.644144
  318. L 368.939341 23.366274
  319. L 369.607742 23.29857
  320. L 371.612945 23.529891
  321. L 372.281346 23.39206
  322. L 372.281346 23.39206
  323. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  324. </g>
  325. <g id="text_1">
  326. <g id="patch_3">
  327. <path d="M 18.697188 25.935276
  328. L 29.974688 25.935276
  329. Q 32.374688 25.935276 32.374688 23.535276
  330. L 32.374688 15.792776
  331. Q 32.374688 13.392776 29.974688 13.392776
  332. L 18.697188 13.392776
  333. Q 16.297188 13.392776 16.297188 15.792776
  334. L 16.297188 23.535276
  335. Q 16.297188 25.935276 18.697188 25.935276
  336. z
  337. " style="fill:#ffffff;opacity:0.8;"/>
  338. </g>
  339. <!-- GS -->
  340. <defs>
  341. <path d="M 59.515625 10.40625
  342. L 59.515625 29.984375
  343. L 43.40625 29.984375
  344. L 43.40625 38.09375
  345. L 69.28125 38.09375
  346. L 69.28125 6.78125
  347. Q 63.578125 2.734375 56.6875 0.65625
  348. Q 49.8125 -1.421875 42 -1.421875
  349. Q 24.90625 -1.421875 15.25 8.5625
  350. Q 5.609375 18.5625 5.609375 36.375
  351. Q 5.609375 54.25 15.25 64.234375
  352. Q 24.90625 74.21875 42 74.21875
  353. Q 49.125 74.21875 55.546875 72.453125
  354. Q 61.96875 70.703125 67.390625 67.28125
  355. L 67.390625 56.78125
  356. Q 61.921875 61.421875 55.765625 63.765625
  357. Q 49.609375 66.109375 42.828125 66.109375
  358. Q 29.4375 66.109375 22.71875 58.640625
  359. Q 16.015625 51.171875 16.015625 36.375
  360. Q 16.015625 21.625 22.71875 14.15625
  361. Q 29.4375 6.6875 42.828125 6.6875
  362. Q 48.046875 6.6875 52.140625 7.59375
  363. Q 56.25 8.5 59.515625 10.40625
  364. z
  365. " id="DejaVuSans-47"/>
  366. <path d="M 53.515625 70.515625
  367. L 53.515625 60.890625
  368. Q 47.90625 63.578125 42.921875 64.890625
  369. Q 37.9375 66.21875 33.296875 66.21875
  370. Q 25.25 66.21875 20.875 63.09375
  371. Q 16.5 59.96875 16.5 54.203125
  372. Q 16.5 49.359375 19.40625 46.890625
  373. Q 22.3125 44.4375 30.421875 42.921875
  374. L 36.375 41.703125
  375. Q 47.40625 39.59375 52.65625 34.296875
  376. Q 57.90625 29 57.90625 20.125
  377. Q 57.90625 9.515625 50.796875 4.046875
  378. Q 43.703125 -1.421875 29.984375 -1.421875
  379. Q 24.8125 -1.421875 18.96875 -0.25
  380. Q 13.140625 0.921875 6.890625 3.21875
  381. L 6.890625 13.375
  382. Q 12.890625 10.015625 18.65625 8.296875
  383. Q 24.421875 6.59375 29.984375 6.59375
  384. Q 38.421875 6.59375 43.015625 9.90625
  385. Q 47.609375 13.234375 47.609375 19.390625
  386. Q 47.609375 24.75 44.3125 27.78125
  387. Q 41.015625 30.8125 33.5 32.328125
  388. L 27.484375 33.5
  389. Q 16.453125 35.6875 11.515625 40.375
  390. Q 6.59375 45.0625 6.59375 53.421875
  391. Q 6.59375 63.09375 13.40625 68.65625
  392. Q 20.21875 74.21875 32.171875 74.21875
  393. Q 37.3125 74.21875 42.625 73.28125
  394. Q 47.953125 72.359375 53.515625 70.515625
  395. z
  396. " id="DejaVuSans-53"/>
  397. </defs>
  398. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  399. <use xlink:href="#DejaVuSans-47"/>
  400. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  401. </g>
  402. </g>
  403. <g id="text_2">
  404. <g id="patch_4">
  405. <path d="M 280.129663 22.799651
  406. L 365.209663 22.799651
  407. Q 366.409663 22.799651 366.409663 21.599651
  408. L 366.409663 17.728401
  409. Q 366.409663 16.528401 365.209663 16.528401
  410. L 280.129663 16.528401
  411. Q 278.929663 16.528401 278.929663 17.728401
  412. L 278.929663 21.599651
  413. Q 278.929663 22.799651 280.129663 22.799651
  414. z
  415. " style="fill:#ffffff;opacity:0.8;"/>
  416. </g>
  417. <!-- max: 585.943 $\bullet$ mean: 580.463 $\bullet$ $\sigma$: 1.909 -->
  418. <defs>
  419. <path d="M 52 44.1875
  420. Q 55.375 50.25 60.0625 53.125
  421. Q 64.75 56 71.09375 56
  422. Q 79.640625 56 84.28125 50.015625
  423. Q 88.921875 44.046875 88.921875 33.015625
  424. L 88.921875 0
  425. L 79.890625 0
  426. L 79.890625 32.71875
  427. Q 79.890625 40.578125 77.09375 44.375
  428. Q 74.3125 48.1875 68.609375 48.1875
  429. Q 61.625 48.1875 57.5625 43.546875
  430. Q 53.515625 38.921875 53.515625 30.90625
  431. L 53.515625 0
  432. L 44.484375 0
  433. L 44.484375 32.71875
  434. Q 44.484375 40.625 41.703125 44.40625
  435. Q 38.921875 48.1875 33.109375 48.1875
  436. Q 26.21875 48.1875 22.15625 43.53125
  437. Q 18.109375 38.875 18.109375 30.90625
  438. L 18.109375 0
  439. L 9.078125 0
  440. L 9.078125 54.6875
  441. L 18.109375 54.6875
  442. L 18.109375 46.1875
  443. Q 21.1875 51.21875 25.484375 53.609375
  444. Q 29.78125 56 35.6875 56
  445. Q 41.65625 56 45.828125 52.96875
  446. Q 50 49.953125 52 44.1875
  447. z
  448. " id="DejaVuSans-6d"/>
  449. <path d="M 34.28125 27.484375
  450. Q 23.390625 27.484375 19.1875 25
  451. Q 14.984375 22.515625 14.984375 16.5
  452. Q 14.984375 11.71875 18.140625 8.90625
  453. Q 21.296875 6.109375 26.703125 6.109375
  454. Q 34.1875 6.109375 38.703125 11.40625
  455. Q 43.21875 16.703125 43.21875 25.484375
  456. L 43.21875 27.484375
  457. z
  458. M 52.203125 31.203125
  459. L 52.203125 0
  460. L 43.21875 0
  461. L 43.21875 8.296875
  462. Q 40.140625 3.328125 35.546875 0.953125
  463. Q 30.953125 -1.421875 24.3125 -1.421875
  464. Q 15.921875 -1.421875 10.953125 3.296875
  465. Q 6 8.015625 6 15.921875
  466. Q 6 25.140625 12.171875 29.828125
  467. Q 18.359375 34.515625 30.609375 34.515625
  468. L 43.21875 34.515625
  469. L 43.21875 35.40625
  470. Q 43.21875 41.609375 39.140625 45
  471. Q 35.0625 48.390625 27.6875 48.390625
  472. Q 23 48.390625 18.546875 47.265625
  473. Q 14.109375 46.140625 10.015625 43.890625
  474. L 10.015625 52.203125
  475. Q 14.9375 54.109375 19.578125 55.046875
  476. Q 24.21875 56 28.609375 56
  477. Q 40.484375 56 46.34375 49.84375
  478. Q 52.203125 43.703125 52.203125 31.203125
  479. z
  480. " id="DejaVuSans-61"/>
  481. <path d="M 54.890625 54.6875
  482. L 35.109375 28.078125
  483. L 55.90625 0
  484. L 45.3125 0
  485. L 29.390625 21.484375
  486. L 13.484375 0
  487. L 2.875 0
  488. L 24.125 28.609375
  489. L 4.6875 54.6875
  490. L 15.28125 54.6875
  491. L 29.78125 35.203125
  492. L 44.28125 54.6875
  493. z
  494. " id="DejaVuSans-78"/>
  495. <path d="M 11.71875 12.40625
  496. L 22.015625 12.40625
  497. L 22.015625 0
  498. L 11.71875 0
  499. z
  500. M 11.71875 51.703125
  501. L 22.015625 51.703125
  502. L 22.015625 39.3125
  503. L 11.71875 39.3125
  504. z
  505. " id="DejaVuSans-3a"/>
  506. <path id="DejaVuSans-20"/>
  507. <path d="M 10.796875 72.90625
  508. L 49.515625 72.90625
  509. L 49.515625 64.59375
  510. L 19.828125 64.59375
  511. L 19.828125 46.734375
  512. Q 21.96875 47.46875 24.109375 47.828125
  513. Q 26.265625 48.1875 28.421875 48.1875
  514. Q 40.625 48.1875 47.75 41.5
  515. Q 54.890625 34.8125 54.890625 23.390625
  516. Q 54.890625 11.625 47.5625 5.09375
  517. Q 40.234375 -1.421875 26.90625 -1.421875
  518. Q 22.3125 -1.421875 17.546875 -0.640625
  519. Q 12.796875 0.140625 7.71875 1.703125
  520. L 7.71875 11.625
  521. Q 12.109375 9.234375 16.796875 8.0625
  522. Q 21.484375 6.890625 26.703125 6.890625
  523. Q 35.15625 6.890625 40.078125 11.328125
  524. Q 45.015625 15.765625 45.015625 23.390625
  525. Q 45.015625 31 40.078125 35.4375
  526. Q 35.15625 39.890625 26.703125 39.890625
  527. Q 22.75 39.890625 18.8125 39.015625
  528. Q 14.890625 38.140625 10.796875 36.28125
  529. z
  530. " id="DejaVuSans-35"/>
  531. <path d="M 31.78125 34.625
  532. Q 24.75 34.625 20.71875 30.859375
  533. Q 16.703125 27.09375 16.703125 20.515625
  534. Q 16.703125 13.921875 20.71875 10.15625
  535. Q 24.75 6.390625 31.78125 6.390625
  536. Q 38.8125 6.390625 42.859375 10.171875
  537. Q 46.921875 13.96875 46.921875 20.515625
  538. Q 46.921875 27.09375 42.890625 30.859375
  539. Q 38.875 34.625 31.78125 34.625
  540. z
  541. M 21.921875 38.8125
  542. Q 15.578125 40.375 12.03125 44.71875
  543. Q 8.5 49.078125 8.5 55.328125
  544. Q 8.5 64.0625 14.71875 69.140625
  545. Q 20.953125 74.21875 31.78125 74.21875
  546. Q 42.671875 74.21875 48.875 69.140625
  547. Q 55.078125 64.0625 55.078125 55.328125
  548. Q 55.078125 49.078125 51.53125 44.71875
  549. Q 48 40.375 41.703125 38.8125
  550. Q 48.828125 37.15625 52.796875 32.3125
  551. Q 56.78125 27.484375 56.78125 20.515625
  552. Q 56.78125 9.90625 50.3125 4.234375
  553. Q 43.84375 -1.421875 31.78125 -1.421875
  554. Q 19.734375 -1.421875 13.25 4.234375
  555. Q 6.78125 9.90625 6.78125 20.515625
  556. Q 6.78125 27.484375 10.78125 32.3125
  557. Q 14.796875 37.15625 21.921875 38.8125
  558. z
  559. M 18.3125 54.390625
  560. Q 18.3125 48.734375 21.84375 45.5625
  561. Q 25.390625 42.390625 31.78125 42.390625
  562. Q 38.140625 42.390625 41.71875 45.5625
  563. Q 45.3125 48.734375 45.3125 54.390625
  564. Q 45.3125 60.0625 41.71875 63.234375
  565. Q 38.140625 66.40625 31.78125 66.40625
  566. Q 25.390625 66.40625 21.84375 63.234375
  567. Q 18.3125 60.0625 18.3125 54.390625
  568. z
  569. " id="DejaVuSans-38"/>
  570. <path d="M 10.6875 12.40625
  571. L 21 12.40625
  572. L 21 0
  573. L 10.6875 0
  574. z
  575. " id="DejaVuSans-2e"/>
  576. <path d="M 10.984375 1.515625
  577. L 10.984375 10.5
  578. Q 14.703125 8.734375 18.5 7.8125
  579. Q 22.3125 6.890625 25.984375 6.890625
  580. Q 35.75 6.890625 40.890625 13.453125
  581. Q 46.046875 20.015625 46.78125 33.40625
  582. Q 43.953125 29.203125 39.59375 26.953125
  583. Q 35.25 24.703125 29.984375 24.703125
  584. Q 19.046875 24.703125 12.671875 31.3125
  585. Q 6.296875 37.9375 6.296875 49.421875
  586. Q 6.296875 60.640625 12.9375 67.421875
  587. Q 19.578125 74.21875 30.609375 74.21875
  588. Q 43.265625 74.21875 49.921875 64.515625
  589. Q 56.59375 54.828125 56.59375 36.375
  590. Q 56.59375 19.140625 48.40625 8.859375
  591. Q 40.234375 -1.421875 26.421875 -1.421875
  592. Q 22.703125 -1.421875 18.890625 -0.6875
  593. Q 15.09375 0.046875 10.984375 1.515625
  594. z
  595. M 30.609375 32.421875
  596. Q 37.25 32.421875 41.125 36.953125
  597. Q 45.015625 41.5 45.015625 49.421875
  598. Q 45.015625 57.28125 41.125 61.84375
  599. Q 37.25 66.40625 30.609375 66.40625
  600. Q 23.96875 66.40625 20.09375 61.84375
  601. Q 16.21875 57.28125 16.21875 49.421875
  602. Q 16.21875 41.5 20.09375 36.953125
  603. Q 23.96875 32.421875 30.609375 32.421875
  604. z
  605. " id="DejaVuSans-39"/>
  606. <path d="M 37.796875 64.3125
  607. L 12.890625 25.390625
  608. L 37.796875 25.390625
  609. z
  610. M 35.203125 72.90625
  611. L 47.609375 72.90625
  612. L 47.609375 25.390625
  613. L 58.015625 25.390625
  614. L 58.015625 17.1875
  615. L 47.609375 17.1875
  616. L 47.609375 0
  617. L 37.796875 0
  618. L 37.796875 17.1875
  619. L 4.890625 17.1875
  620. L 4.890625 26.703125
  621. z
  622. " id="DejaVuSans-34"/>
  623. <path d="M 40.578125 39.3125
  624. Q 47.65625 37.796875 51.625 33
  625. Q 55.609375 28.21875 55.609375 21.1875
  626. Q 55.609375 10.40625 48.1875 4.484375
  627. Q 40.765625 -1.421875 27.09375 -1.421875
  628. Q 22.515625 -1.421875 17.65625 -0.515625
  629. Q 12.796875 0.390625 7.625 2.203125
  630. L 7.625 11.71875
  631. Q 11.71875 9.328125 16.59375 8.109375
  632. Q 21.484375 6.890625 26.8125 6.890625
  633. Q 36.078125 6.890625 40.9375 10.546875
  634. Q 45.796875 14.203125 45.796875 21.1875
  635. Q 45.796875 27.640625 41.28125 31.265625
  636. Q 36.765625 34.90625 28.71875 34.90625
  637. L 20.21875 34.90625
  638. L 20.21875 43.015625
  639. L 29.109375 43.015625
  640. Q 36.375 43.015625 40.234375 45.921875
  641. Q 44.09375 48.828125 44.09375 54.296875
  642. Q 44.09375 59.90625 40.109375 62.90625
  643. Q 36.140625 65.921875 28.71875 65.921875
  644. Q 24.65625 65.921875 20.015625 65.03125
  645. Q 15.375 64.15625 9.8125 62.3125
  646. L 9.8125 71.09375
  647. Q 15.4375 72.65625 20.34375 73.4375
  648. Q 25.25 74.21875 29.59375 74.21875
  649. Q 40.828125 74.21875 47.359375 69.109375
  650. Q 53.90625 64.015625 53.90625 55.328125
  651. Q 53.90625 49.265625 50.4375 45.09375
  652. Q 46.96875 40.921875 40.578125 39.3125
  653. z
  654. " id="DejaVuSans-33"/>
  655. <path d="M 16.734375 31.203125
  656. Q 16.734375 37.265625 20.953125 41.4375
  657. Q 25.1875 45.609375 31.34375 45.609375
  658. Q 37.390625 45.609375 41.5625 41.4375
  659. Q 45.75 37.265625 45.75 31.203125
  660. Q 45.75 25.109375 41.546875 20.90625
  661. Q 37.34375 16.703125 31.25 16.703125
  662. Q 25.140625 16.703125 20.9375 20.90625
  663. Q 16.734375 25.109375 16.734375 31.203125
  664. z
  665. " id="DejaVuSans-2219"/>
  666. <path d="M 56.203125 29.59375
  667. L 56.203125 25.203125
  668. L 14.890625 25.203125
  669. Q 15.484375 15.921875 20.484375 11.0625
  670. Q 25.484375 6.203125 34.421875 6.203125
  671. Q 39.59375 6.203125 44.453125 7.46875
  672. Q 49.3125 8.734375 54.109375 11.28125
  673. L 54.109375 2.78125
  674. Q 49.265625 0.734375 44.1875 -0.34375
  675. Q 39.109375 -1.421875 33.890625 -1.421875
  676. Q 20.796875 -1.421875 13.15625 6.1875
  677. Q 5.515625 13.8125 5.515625 26.8125
  678. Q 5.515625 40.234375 12.765625 48.109375
  679. Q 20.015625 56 32.328125 56
  680. Q 43.359375 56 49.78125 48.890625
  681. Q 56.203125 41.796875 56.203125 29.59375
  682. z
  683. M 47.21875 32.234375
  684. Q 47.125 39.59375 43.09375 43.984375
  685. Q 39.0625 48.390625 32.421875 48.390625
  686. Q 24.90625 48.390625 20.390625 44.140625
  687. Q 15.875 39.890625 15.1875 32.171875
  688. z
  689. " id="DejaVuSans-65"/>
  690. <path d="M 54.890625 33.015625
  691. L 54.890625 0
  692. L 45.90625 0
  693. L 45.90625 32.71875
  694. Q 45.90625 40.484375 42.875 44.328125
  695. Q 39.84375 48.1875 33.796875 48.1875
  696. Q 26.515625 48.1875 22.3125 43.546875
  697. Q 18.109375 38.921875 18.109375 30.90625
  698. L 18.109375 0
  699. L 9.078125 0
  700. L 9.078125 54.6875
  701. L 18.109375 54.6875
  702. L 18.109375 46.1875
  703. Q 21.34375 51.125 25.703125 53.5625
  704. Q 30.078125 56 35.796875 56
  705. Q 45.21875 56 50.046875 50.171875
  706. Q 54.890625 44.34375 54.890625 33.015625
  707. z
  708. " id="DejaVuSans-6e"/>
  709. <path d="M 31.78125 66.40625
  710. Q 24.171875 66.40625 20.328125 58.90625
  711. Q 16.5 51.421875 16.5 36.375
  712. Q 16.5 21.390625 20.328125 13.890625
  713. Q 24.171875 6.390625 31.78125 6.390625
  714. Q 39.453125 6.390625 43.28125 13.890625
  715. Q 47.125 21.390625 47.125 36.375
  716. Q 47.125 51.421875 43.28125 58.90625
  717. Q 39.453125 66.40625 31.78125 66.40625
  718. z
  719. M 31.78125 74.21875
  720. Q 44.046875 74.21875 50.515625 64.515625
  721. Q 56.984375 54.828125 56.984375 36.375
  722. Q 56.984375 17.96875 50.515625 8.265625
  723. Q 44.046875 -1.421875 31.78125 -1.421875
  724. Q 19.53125 -1.421875 13.0625 8.265625
  725. Q 6.59375 17.96875 6.59375 36.375
  726. Q 6.59375 54.828125 13.0625 64.515625
  727. Q 19.53125 74.21875 31.78125 74.21875
  728. z
  729. " id="DejaVuSans-30"/>
  730. <path d="M 33.015625 40.375
  731. Q 26.375 40.375 22.484375 35.828125
  732. Q 18.609375 31.296875 18.609375 23.390625
  733. Q 18.609375 15.53125 22.484375 10.953125
  734. Q 26.375 6.390625 33.015625 6.390625
  735. Q 39.65625 6.390625 43.53125 10.953125
  736. Q 47.40625 15.53125 47.40625 23.390625
  737. Q 47.40625 31.296875 43.53125 35.828125
  738. Q 39.65625 40.375 33.015625 40.375
  739. z
  740. M 52.59375 71.296875
  741. L 52.59375 62.3125
  742. Q 48.875 64.0625 45.09375 64.984375
  743. Q 41.3125 65.921875 37.59375 65.921875
  744. Q 27.828125 65.921875 22.671875 59.328125
  745. Q 17.53125 52.734375 16.796875 39.40625
  746. Q 19.671875 43.65625 24.015625 45.921875
  747. Q 28.375 48.1875 33.59375 48.1875
  748. Q 44.578125 48.1875 50.953125 41.515625
  749. Q 57.328125 34.859375 57.328125 23.390625
  750. Q 57.328125 12.15625 50.6875 5.359375
  751. Q 44.046875 -1.421875 33.015625 -1.421875
  752. Q 20.359375 -1.421875 13.671875 8.265625
  753. Q 6.984375 17.96875 6.984375 36.375
  754. Q 6.984375 53.65625 15.1875 63.9375
  755. Q 23.390625 74.21875 37.203125 74.21875
  756. Q 40.921875 74.21875 44.703125 73.484375
  757. Q 48.484375 72.75 52.59375 71.296875
  758. z
  759. " id="DejaVuSans-36"/>
  760. <path d="M 34.671875 47.5625
  761. Q 27.25 47.5625 22.21875 42.1875
  762. Q 16.890625 36.578125 15.140625 27.296875
  763. Q 13.1875 17.484375 16.3125 11.8125
  764. Q 19.390625 6.203125 26.65625 6.203125
  765. Q 33.84375 6.203125 39.109375 11.859375
  766. Q 44.4375 17.53125 46.34375 27.296875
  767. Q 48.046875 36.234375 45.015625 42.1875
  768. Q 42.1875 47.5625 34.671875 47.5625
  769. z
  770. M 36.078125 54.734375
  771. L 65.921875 54.6875
  772. L 64.15625 45.703125
  773. L 54.109375 45.703125
  774. Q 57.90625 38.09375 55.859375 27.296875
  775. Q 53.21875 13.875 45.0625 6.25
  776. Q 36.859375 -1.421875 25.140625 -1.421875
  777. Q 13.375 -1.421875 8.203125 6.25
  778. Q 3.03125 13.875 5.671875 27.296875
  779. Q 8.25 40.765625 16.40625 48.390625
  780. Q 23.1875 54.734375 36.078125 54.734375
  781. z
  782. " id="DejaVuSans-Oblique-3c3"/>
  783. <path d="M 12.40625 8.296875
  784. L 28.515625 8.296875
  785. L 28.515625 63.921875
  786. L 10.984375 60.40625
  787. L 10.984375 69.390625
  788. L 28.421875 72.90625
  789. L 38.28125 72.90625
  790. L 38.28125 8.296875
  791. L 54.390625 8.296875
  792. L 54.390625 0
  793. L 12.40625 0
  794. z
  795. " id="DejaVuSans-31"/>
  796. </defs>
  797. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  798. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  799. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  800. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  801. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  802. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  803. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  804. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
  805. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  806. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  807. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-39"/>
  808. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
  809. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
  810. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  811. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  812. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  813. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  814. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  815. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  816. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  817. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  818. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  819. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
  820. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-38"/>
  821. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-30"/>
  822. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  823. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
  824. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-36"/>
  825. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-33"/>
  826. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  827. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  828. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  829. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  830. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  831. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  832. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  833. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  834. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-39"/>
  835. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-30"/>
  836. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-39"/>
  837. </g>
  838. </g>
  839. <g id="text_3">
  840. <!-- 583.63 -->
  841. <g style="fill:#d3d3d3;" transform="translate(7.2 24.068563)scale(0.03 -0.03)">
  842. <use xlink:href="#DejaVuSans-35"/>
  843. <use x="63.623047" xlink:href="#DejaVuSans-38"/>
  844. <use x="127.246094" xlink:href="#DejaVuSans-33"/>
  845. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  846. <use x="222.65625" xlink:href="#DejaVuSans-36"/>
  847. <use x="286.279297" xlink:href="#DejaVuSans-33"/>
  848. </g>
  849. </g>
  850. </g>
  851. <g id="axes_2">
  852. <g id="patch_5">
  853. <path d="M 18.697188 65.2224
  854. L 372.281346 65.2224
  855. L 372.281346 39.675648
  856. L 18.697188 39.675648
  857. z
  858. " style="fill:#ffffff;"/>
  859. </g>
  860. <g id="matplotlib.axis_3">
  861. <g id="xtick_6"/>
  862. <g id="xtick_7"/>
  863. <g id="xtick_8"/>
  864. <g id="xtick_9"/>
  865. <g id="xtick_10"/>
  866. </g>
  867. <g id="matplotlib.axis_4"/>
  868. <g id="line2d_3">
  869. <path clip-path="url(#pa04c69b42f)" d="M 18.697188 51.683801
  870. L 372.281346 51.683801
  871. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  872. </g>
  873. <g id="line2d_4">
  874. <path clip-path="url(#pa04c69b42f)" d="M 18.697188 49.971336
  875. L 19.365589 51.532058
  876. L 20.702391 52.651624
  877. L 21.370792 52.460366
  878. L 22.039193 52.576694
  879. L 22.707594 52.813841
  880. L 23.375995 52.621879
  881. L 24.712797 52.881773
  882. L 25.381198 52.709998
  883. L 26.049599 52.896829
  884. L 26.718 52.66881
  885. L 27.386401 52.786126
  886. L 28.054802 52.777272
  887. L 28.723203 52.613427
  888. L 29.391604 52.63816
  889. L 30.728407 52.339117
  890. L 31.396808 52.505697
  891. L 32.065209 52.355005
  892. L 33.402011 52.684836
  893. L 34.070412 52.39537
  894. L 35.407214 52.461016
  895. L 36.075615 52.314851
  896. L 36.744016 52.553205
  897. L 37.412417 52.407672
  898. L 39.41762 52.416745
  899. L 40.086021 52.217969
  900. L 41.422823 52.550287
  901. L 42.091224 52.425965
  902. L 42.759626 52.678634
  903. L 43.428027 52.685137
  904. L 44.096428 52.328644
  905. L 44.764829 52.372357
  906. L 46.101631 51.971246
  907. L 46.770032 52.253157
  908. L 47.438433 52.112846
  909. L 48.106834 52.128771
  910. L 48.775235 52.356496
  911. L 49.443636 52.191846
  912. L 50.780438 52.416672
  913. L 51.448839 52.230939
  914. L 52.11724 52.426615
  915. L 52.785641 52.488428
  916. L 53.454042 52.196099
  917. L 54.122443 52.336163
  918. L 55.459246 52.166876
  919. L 56.127647 52.517158
  920. L 56.796048 52.337745
  921. L 58.13285 52.255654
  922. L 58.801251 51.800239
  923. L 59.469652 51.724614
  924. L 60.138053 52.247888
  925. L 60.806454 51.985807
  926. L 61.474855 51.867934
  927. L 62.143256 52.195697
  928. L 62.811657 52.098788
  929. L 63.480058 52.186761
  930. L 64.148459 52.438734
  931. L 64.81686 52.020702
  932. L 65.485261 52.267334
  933. L 66.822064 51.773421
  934. L 67.490465 51.929308
  935. L 68.827267 52.00239
  936. L 70.164069 52.413663
  937. L 70.83247 52.196081
  938. L 71.500871 52.117877
  939. L 72.169272 52.43321
  940. L 72.837673 52.384613
  941. L 73.506074 52.20971
  942. L 74.174475 52.353716
  943. L 75.511277 52.1082
  944. L 76.179678 52.278091
  945. L 77.51648 52.080101
  946. L 78.184881 52.424392
  947. L 78.853283 52.369878
  948. L 79.521684 52.529899
  949. L 80.190085 52.175977
  950. L 80.858486 52.333593
  951. L 82.195288 52.10401
  952. L 83.53209 52.499368
  953. L 84.200491 52.293695
  954. L 84.868892 52.506722
  955. L 85.537293 52.480315
  956. L 86.205694 52.223677
  957. L 86.874095 52.498737
  958. L 87.542496 52.599844
  959. L 88.210897 52.390677
  960. L 89.547699 52.701812
  961. L 90.2161 52.195551
  962. L 90.884502 52.03948
  963. L 91.552903 52.089083
  964. L 92.221304 51.926198
  965. L 92.889705 52.250339
  966. L 94.226507 52.246287
  967. L 94.894908 52.60771
  968. L 95.563309 52.630458
  969. L 96.23171 52.411879
  970. L 97.568512 52.520625
  971. L 98.236913 52.200435
  972. L 100.910517 51.971081
  973. L 102.247319 52.427969
  974. L 102.915721 52.159796
  975. L 103.584122 52.314869
  976. L 104.920924 52.279289
  977. L 105.589325 52.153476
  978. L 106.257726 52.635004
  979. L 107.594528 52.380369
  980. L 108.262929 52.494154
  981. L 110.936533 52.381988
  982. L 111.604934 52.095367
  983. L 112.273335 52.162403
  984. L 112.941736 51.80462
  985. L 113.610137 52.130591
  986. L 114.278538 51.909881
  987. L 114.94694 51.969856
  988. L 115.615341 52.327163
  989. L 116.283742 52.158095
  990. L 116.952143 52.163866
  991. L 117.620544 52.426432
  992. L 118.288945 52.258334
  993. L 119.625747 52.498883
  994. L 120.294148 52.274962
  995. L 120.962549 52.264407
  996. L 121.63095 52.449536
  997. L 122.299351 52.196154
  998. L 122.967752 52.383872
  999. L 125.641356 52.518466
  1000. L 126.309757 52.118755
  1001. L 130.320164 52.209097
  1002. L 130.988565 52.041666
  1003. L 132.993768 51.986722
  1004. L 133.662169 52.168614
  1005. L 134.33057 52.071457
  1006. L 134.998971 52.121069
  1007. L 135.667372 52.337489
  1008. L 137.004174 52.293
  1009. L 137.672575 52.470958
  1010. L 139.009378 52.319607
  1011. L 139.677779 52.53407
  1012. L 141.014581 52.499862
  1013. L 141.682982 52.677975
  1014. L 142.351383 52.650499
  1015. L 143.019784 52.392982
  1016. L 145.024987 52.124792
  1017. L 145.693388 51.837896
  1018. L 146.361789 52.110752
  1019. L 147.03019 52.21078
  1020. L 147.698591 52.152268
  1021. L 149.035393 52.632388
  1022. L 150.372195 52.214905
  1023. L 151.040597 52.361252
  1024. L 152.377399 52.0322
  1025. L 153.0458 52.309171
  1026. L 155.051003 52.203883
  1027. L 155.719404 52.328077
  1028. L 156.387805 52.182389
  1029. L 159.061409 52.43739
  1030. L 159.72981 52.24026
  1031. L 161.066612 52.678286
  1032. L 161.735013 52.431993
  1033. L 162.403414 52.606027
  1034. L 163.740217 52.461766
  1035. L 164.408618 52.351465
  1036. L 165.077019 52.598353
  1037. L 165.74542 52.34327
  1038. L 166.413821 52.361774
  1039. L 167.082222 52.206902
  1040. L 167.750623 52.21324
  1041. L 168.419024 52.011126
  1042. L 169.087425 52.145838
  1043. L 169.755826 52.513509
  1044. L 170.424227 52.291984
  1045. L 171.761029 52.360585
  1046. L 172.42943 52.372796
  1047. L 173.766232 51.682521
  1048. L 174.434633 51.748359
  1049. L 175.103035 52.175428
  1050. L 175.771436 52.121609
  1051. L 176.439837 52.192843
  1052. L 177.108238 52.145683
  1053. L 177.776639 52.377168
  1054. L 179.781842 51.728748
  1055. L 180.450243 52.155881
  1056. L 181.118644 51.906981
  1057. L 183.123847 52.163958
  1058. L 183.792248 52.119093
  1059. L 184.460649 52.44317
  1060. L 185.797451 52.200389
  1061. L 186.465852 52.402541
  1062. L 187.134254 52.346352
  1063. L 187.802655 52.017574
  1064. L 189.139457 52.172144
  1065. L 189.807858 51.960956
  1066. L 190.476259 52.173297
  1067. L 191.14466 52.09051
  1068. L 191.813061 51.894487
  1069. L 193.149863 51.98589
  1070. L 193.818264 52.066088
  1071. L 194.486665 52.022367
  1072. L 195.155066 52.417944
  1073. L 196.491868 52.266364
  1074. L 197.160269 52.403711
  1075. L 197.82867 51.996573
  1076. L 198.497071 51.841436
  1077. L 199.165473 51.989905
  1078. L 200.502275 51.754185
  1079. L 201.170676 51.831896
  1080. L 201.839077 52.088964
  1081. L 203.175879 51.780583
  1082. L 203.84428 52.054463
  1083. L 205.849483 52.398269
  1084. L 207.186285 52.133563
  1085. L 208.523087 52.343709
  1086. L 209.191488 52.169821
  1087. L 210.52829 52.705516
  1088. L 211.865093 52.279179
  1089. L 213.201895 52.201478
  1090. L 213.870296 52.045618
  1091. L 214.538697 52.142555
  1092. L 215.207098 52.045407
  1093. L 216.5439 52.06468
  1094. L 217.212301 52.354091
  1095. L 219.885905 52.355527
  1096. L 220.554306 52.215051
  1097. L 221.891108 52.32666
  1098. L 222.559509 52.095669
  1099. L 223.227911 52.183879
  1100. L 223.896312 52.063244
  1101. L 224.564713 52.154793
  1102. L 225.233114 51.94129
  1103. L 225.901515 52.136408
  1104. L 226.569916 51.748524
  1105. L 228.575119 51.703522
  1106. L 229.24352 52.013549
  1107. L 229.911921 51.879925
  1108. L 231.248723 52.081253
  1109. L 231.917124 51.943595
  1110. L 232.585525 51.932272
  1111. L 233.253926 52.171449
  1112. L 235.25913 52.150448
  1113. L 236.595932 51.746795
  1114. L 237.264333 51.869196
  1115. L 238.601135 51.873522
  1116. L 239.269536 52.117438
  1117. L 239.937937 52.141119
  1118. L 240.606338 51.814133
  1119. L 241.274739 51.981088
  1120. L 241.94314 51.966005
  1121. L 243.279942 51.607115
  1122. L 243.948343 51.891212
  1123. L 245.285145 51.879523
  1124. L 245.953546 52.187108
  1125. L 246.621947 52.271102
  1126. L 247.290349 52.223723
  1127. L 247.95875 51.923528
  1128. L 249.963953 51.824908
  1129. L 250.632354 52.613336
  1130. L 251.300755 51.718522
  1131. L 251.969156 51.912268
  1132. L 253.305958 51.605186
  1133. L 253.974359 51.932171
  1134. L 254.64276 51.761045
  1135. L 255.311161 51.880629
  1136. L 255.979562 52.27735
  1137. L 256.647963 52.06007
  1138. L 257.316364 52.293978
  1139. L 259.321568 51.738407
  1140. L 259.989969 51.726718
  1141. L 260.65837 51.353029
  1142. L 261.326771 51.834567
  1143. L 261.995172 51.871931
  1144. L 262.663573 51.745478
  1145. L 263.331974 52.086055
  1146. L 264.000375 51.975508
  1147. L 264.668776 52.159979
  1148. L 265.337177 51.757743
  1149. L 267.34238 51.902746
  1150. L 268.010781 51.880392
  1151. L 268.679182 51.579447
  1152. L 269.347583 51.838088
  1153. L 270.015984 51.902636
  1154. L 270.684385 51.814984
  1155. L 271.352787 52.055377
  1156. L 272.021188 52.113322
  1157. L 272.689589 51.898575
  1158. L 273.35799 52.07228
  1159. L 274.026391 52.053127
  1160. L 274.694792 51.875645
  1161. L 275.363193 52.039645
  1162. L 276.031594 51.907814
  1163. L 277.368396 52.274761
  1164. L 278.705198 51.842341
  1165. L 279.373599 51.921406
  1166. L 280.042 52.182992
  1167. L 281.378802 52.107184
  1168. L 282.047203 52.234708
  1169. L 283.384006 51.915094
  1170. L 284.720808 52.165476
  1171. L 285.389209 51.914381
  1172. L 286.05761 51.864714
  1173. L 286.726011 51.483123
  1174. L 287.394412 51.484979
  1175. L 288.062813 51.787013
  1176. L 288.731214 51.688192
  1177. L 290.068016 51.943842
  1178. L 290.736417 51.81909
  1179. L 291.404818 52.123475
  1180. L 292.073219 51.942178
  1181. L 292.74162 51.94966
  1182. L 293.410021 52.151482
  1183. L 294.078422 51.89209
  1184. L 295.415225 51.9608
  1185. L 296.083626 51.681524
  1186. L 297.420428 51.816859
  1187. L 298.088829 51.714461
  1188. L 299.425631 52.002089
  1189. L 300.094032 51.715239
  1190. L 300.762433 52.019723
  1191. L 302.767636 51.966947
  1192. L 303.436037 51.684917
  1193. L 304.772839 51.807584
  1194. L 306.109641 51.59442
  1195. L 306.778042 51.979377
  1196. L 307.446444 51.828457
  1197. L 308.783246 52.031907
  1198. L 309.451647 51.916942
  1199. L 310.120048 51.640903
  1200. L 310.788449 51.938364
  1201. L 312.125251 51.839991
  1202. L 312.793652 52.187803
  1203. L 314.130454 52.232293
  1204. L 314.798855 52.097617
  1205. L 315.467256 52.098486
  1206. L 317.472459 51.477443
  1207. L 318.809261 51.75188
  1208. L 319.477663 51.613299
  1209. L 320.146064 52.063939
  1210. L 320.814465 51.760442
  1211. L 322.819668 51.963599
  1212. L 323.488069 51.934979
  1213. L 324.15647 52.160189
  1214. L 324.824871 51.836981
  1215. L 326.161673 51.810648
  1216. L 326.830074 51.567721
  1217. L 327.498475 51.75371
  1218. L 328.166876 51.588859
  1219. L 328.835277 51.837869
  1220. L 329.503678 51.915076
  1221. L 330.172079 51.75242
  1222. L 330.84048 51.743081
  1223. L 331.508882 52.220329
  1224. L 332.177283 51.913283
  1225. L 333.514085 52.220009
  1226. L 334.182486 52.011062
  1227. L 334.850887 51.974402
  1228. L 335.519288 52.324528
  1229. L 336.187689 52.018324
  1230. L 337.524491 52.133344
  1231. L 338.192892 51.868419
  1232. L 338.861293 52.035886
  1233. L 339.529694 51.904896
  1234. L 340.198095 52.134048
  1235. L 342.203298 51.666084
  1236. L 342.871699 52.205511
  1237. L 344.876903 51.985012
  1238. L 346.213705 51.621714
  1239. L 346.882106 51.973816
  1240. L 348.218908 51.938693
  1241. L 348.887309 52.161543
  1242. L 349.55571 52.239519
  1243. L 350.892512 51.996811
  1244. L 351.560913 51.977722
  1245. L 352.897715 51.716885
  1246. L 353.566116 52.063637
  1247. L 354.234517 51.808855
  1248. L 355.57132 51.919384
  1249. L 357.576523 51.511999
  1250. L 358.244924 51.61286
  1251. L 358.913325 51.829435
  1252. L 360.250127 51.837347
  1253. L 360.918528 52.188855
  1254. L 362.923731 52.044767
  1255. L 363.592132 51.989192
  1256. L 364.260533 51.55251
  1257. L 365.597335 51.773741
  1258. L 366.265736 51.529259
  1259. L 366.934137 51.9906
  1260. L 367.602539 51.75553
  1261. L 368.27094 51.786803
  1262. L 368.939341 52.14335
  1263. L 369.607742 51.858293
  1264. L 370.276143 51.738901
  1265. L 370.944544 51.88427
  1266. L 371.612945 51.789995
  1267. L 372.281346 51.876376
  1268. L 372.281346 51.876376
  1269. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1270. </g>
  1271. <g id="text_4">
  1272. <g id="patch_6">
  1273. <path d="M 18.697188 53.610924
  1274. L 45.240938 53.610924
  1275. Q 47.640938 53.610924 47.640938 51.210924
  1276. L 47.640938 43.468424
  1277. Q 47.640938 41.068424 45.240938 41.068424
  1278. L 18.697188 41.068424
  1279. Q 16.297188 41.068424 16.297188 43.468424
  1280. L 16.297188 51.210924
  1281. Q 16.297188 53.610924 18.697188 53.610924
  1282. z
  1283. " style="fill:#ffffff;opacity:0.8;"/>
  1284. </g>
  1285. <!-- GSCSF -->
  1286. <defs>
  1287. <path d="M 64.40625 67.28125
  1288. L 64.40625 56.890625
  1289. Q 59.421875 61.53125 53.78125 63.8125
  1290. Q 48.140625 66.109375 41.796875 66.109375
  1291. Q 29.296875 66.109375 22.65625 58.46875
  1292. Q 16.015625 50.828125 16.015625 36.375
  1293. Q 16.015625 21.96875 22.65625 14.328125
  1294. Q 29.296875 6.6875 41.796875 6.6875
  1295. Q 48.140625 6.6875 53.78125 8.984375
  1296. Q 59.421875 11.28125 64.40625 15.921875
  1297. L 64.40625 5.609375
  1298. Q 59.234375 2.09375 53.4375 0.328125
  1299. Q 47.65625 -1.421875 41.21875 -1.421875
  1300. Q 24.65625 -1.421875 15.125 8.703125
  1301. Q 5.609375 18.84375 5.609375 36.375
  1302. Q 5.609375 53.953125 15.125 64.078125
  1303. Q 24.65625 74.21875 41.21875 74.21875
  1304. Q 47.75 74.21875 53.53125 72.484375
  1305. Q 59.328125 70.75 64.40625 67.28125
  1306. z
  1307. " id="DejaVuSans-43"/>
  1308. <path d="M 9.8125 72.90625
  1309. L 51.703125 72.90625
  1310. L 51.703125 64.59375
  1311. L 19.671875 64.59375
  1312. L 19.671875 43.109375
  1313. L 48.578125 43.109375
  1314. L 48.578125 34.8125
  1315. L 19.671875 34.8125
  1316. L 19.671875 0
  1317. L 9.8125 0
  1318. z
  1319. " id="DejaVuSans-46"/>
  1320. </defs>
  1321. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1322. <use xlink:href="#DejaVuSans-47"/>
  1323. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1324. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1325. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1326. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1327. </g>
  1328. </g>
  1329. <g id="text_5">
  1330. <g id="patch_7">
  1331. <path d="M 280.129663 50.475299
  1332. L 365.209663 50.475299
  1333. Q 366.409663 50.475299 366.409663 49.275299
  1334. L 366.409663 45.404049
  1335. Q 366.409663 44.204049 365.209663 44.204049
  1336. L 280.129663 44.204049
  1337. Q 278.929663 44.204049 278.929663 45.404049
  1338. L 278.929663 49.275299
  1339. Q 278.929663 50.475299 280.129663 50.475299
  1340. z
  1341. " style="fill:#ffffff;opacity:0.8;"/>
  1342. </g>
  1343. <!-- max: 687.022 $\bullet$ mean: 672.688 $\bullet$ $\sigma$: 1.934 -->
  1344. <defs>
  1345. <path d="M 8.203125 72.90625
  1346. L 55.078125 72.90625
  1347. L 55.078125 68.703125
  1348. L 28.609375 0
  1349. L 18.3125 0
  1350. L 43.21875 64.59375
  1351. L 8.203125 64.59375
  1352. z
  1353. " id="DejaVuSans-37"/>
  1354. <path d="M 19.1875 8.296875
  1355. L 53.609375 8.296875
  1356. L 53.609375 0
  1357. L 7.328125 0
  1358. L 7.328125 8.296875
  1359. Q 12.9375 14.109375 22.625 23.890625
  1360. Q 32.328125 33.6875 34.8125 36.53125
  1361. Q 39.546875 41.84375 41.421875 45.53125
  1362. Q 43.3125 49.21875 43.3125 52.78125
  1363. Q 43.3125 58.59375 39.234375 62.25
  1364. Q 35.15625 65.921875 28.609375 65.921875
  1365. Q 23.96875 65.921875 18.8125 64.3125
  1366. Q 13.671875 62.703125 7.8125 59.421875
  1367. L 7.8125 69.390625
  1368. Q 13.765625 71.78125 18.9375 73
  1369. Q 24.125 74.21875 28.421875 74.21875
  1370. Q 39.75 74.21875 46.484375 68.546875
  1371. Q 53.21875 62.890625 53.21875 53.421875
  1372. Q 53.21875 48.921875 51.53125 44.890625
  1373. Q 49.859375 40.875 45.40625 35.40625
  1374. Q 44.1875 33.984375 37.640625 27.21875
  1375. Q 31.109375 20.453125 19.1875 8.296875
  1376. z
  1377. " id="DejaVuSans-32"/>
  1378. </defs>
  1379. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1380. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1381. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1382. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1383. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1384. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1385. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1386. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
  1387. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
  1388. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1389. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  1390. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
  1391. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
  1392. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1393. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1394. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1395. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1396. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1397. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1398. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1399. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1400. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1401. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1402. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-37"/>
  1403. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
  1404. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1405. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-36"/>
  1406. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-38"/>
  1407. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-38"/>
  1408. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1409. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1410. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1411. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1412. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1413. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1414. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  1415. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1416. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-39"/>
  1417. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-33"/>
  1418. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-34"/>
  1419. </g>
  1420. </g>
  1421. <g id="text_6">
  1422. <!-- 675.59 -->
  1423. <g style="fill:#d3d3d3;" transform="translate(7.2 52.511613)scale(0.03 -0.03)">
  1424. <use xlink:href="#DejaVuSans-36"/>
  1425. <use x="63.623047" xlink:href="#DejaVuSans-37"/>
  1426. <use x="127.246094" xlink:href="#DejaVuSans-35"/>
  1427. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1428. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  1429. <use x="286.279297" xlink:href="#DejaVuSans-39"/>
  1430. </g>
  1431. </g>
  1432. </g>
  1433. <g id="axes_3">
  1434. <g id="patch_8">
  1435. <path d="M 18.697188 92.898048
  1436. L 372.281346 92.898048
  1437. L 372.281346 67.351296
  1438. L 18.697188 67.351296
  1439. z
  1440. " style="fill:#ffffff;"/>
  1441. </g>
  1442. <g id="matplotlib.axis_5">
  1443. <g id="xtick_11"/>
  1444. <g id="xtick_12"/>
  1445. <g id="xtick_13"/>
  1446. <g id="xtick_14"/>
  1447. <g id="xtick_15"/>
  1448. </g>
  1449. <g id="matplotlib.axis_6"/>
  1450. <g id="line2d_5">
  1451. <path clip-path="url(#peeb2eef5c7)" d="M 18.697188 78.745718
  1452. L 372.281346 78.745718
  1453. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1454. </g>
  1455. <g id="line2d_6">
  1456. <path clip-path="url(#peeb2eef5c7)" d="M 18.697188 79.519182
  1457. L 20.03399 79.219816
  1458. L 21.370792 79.35478
  1459. L 26.049599 79.566339
  1460. L 27.386401 79.426323
  1461. L 28.054802 79.523136
  1462. L 29.391604 79.289309
  1463. L 31.396808 79.365063
  1464. L 32.065209 79.44401
  1465. L 32.73361 79.382145
  1466. L 33.402011 79.500543
  1467. L 34.738813 79.352417
  1468. L 35.407214 79.391117
  1469. L 36.075615 79.26918
  1470. L 37.412417 79.407449
  1471. L 40.754422 79.467096
  1472. L 41.422823 79.581203
  1473. L 42.091224 79.564692
  1474. L 42.759626 79.42518
  1475. L 43.428027 79.406228
  1476. L 44.096428 79.20316
  1477. L 44.764829 79.143972
  1478. L 45.43323 79.25967
  1479. L 46.101631 79.182796
  1480. L 49.443636 79.376511
  1481. L 50.112037 79.291997
  1482. L 50.780438 79.417922
  1483. L 53.454042 79.23421
  1484. L 54.790845 79.390848
  1485. L 58.13285 79.355486
  1486. L 59.469652 78.902091
  1487. L 60.138053 79.236741
  1488. L 62.811657 79.352159
  1489. L 63.480058 79.247438
  1490. L 64.148459 79.478924
  1491. L 64.81686 79.231129
  1492. L 66.153662 79.297878
  1493. L 66.822064 79.062415
  1494. L 69.495668 79.342436
  1495. L 70.164069 79.209768
  1496. L 70.83247 79.248603
  1497. L 71.500871 79.133712
  1498. L 72.169272 79.419658
  1499. L 75.511277 79.018473
  1500. L 76.179678 79.179749
  1501. L 77.51648 79.130206
  1502. L 78.184881 79.361266
  1503. L 80.190085 79.16484
  1504. L 81.526887 79.372344
  1505. L 82.195288 79.201692
  1506. L 83.53209 79.378124
  1507. L 87.542496 79.34219
  1508. L 88.879298 79.462929
  1509. L 89.547699 79.450562
  1510. L 90.884502 79.157884
  1511. L 95.563309 79.550142
  1512. L 96.900111 79.323741
  1513. L 97.568512 79.423422
  1514. L 99.573715 79.209768
  1515. L 101.578918 79.25939
  1516. L 104.252523 79.385449
  1517. L 105.589325 79.296836
  1518. L 106.257726 79.516191
  1519. L 108.262929 79.322677
  1520. L 109.599731 79.399361
  1521. L 110.936533 79.170105
  1522. L 111.604934 79.012704
  1523. L 112.273335 79.101082
  1524. L 112.941736 79.00726
  1525. L 114.278538 79.353022
  1526. L 116.283742 79.434321
  1527. L 116.952143 79.290104
  1528. L 120.962549 79.301473
  1529. L 121.63095 79.431733
  1530. L 122.967752 79.39366
  1531. L 124.304554 79.39058
  1532. L 124.972955 79.295313
  1533. L 126.309757 79.311947
  1534. L 126.978159 79.138472
  1535. L 127.64656 79.283439
  1536. L 128.983362 79.243663
  1537. L 130.320164 79.42891
  1538. L 132.325367 78.955813
  1539. L 133.662169 79.168436
  1540. L 134.33057 79.320527
  1541. L 134.998971 79.25678
  1542. L 136.335773 79.441075
  1543. L 137.004174 79.285377
  1544. L 138.340976 79.345338
  1545. L 139.677779 79.341115
  1546. L 140.34618 79.470322
  1547. L 141.682982 79.486093
  1548. L 142.351383 79.592572
  1549. L 145.024987 79.005927
  1550. L 147.698591 79.262056
  1551. L 148.366992 79.246173
  1552. L 149.703794 79.39655
  1553. L 150.372195 79.142449
  1554. L 151.040597 79.267063
  1555. L 151.708998 79.196125
  1556. L 153.714201 79.385438
  1557. L 155.719404 79.243495
  1558. L 157.724607 79.239866
  1559. L 159.061409 79.405186
  1560. L 160.398211 79.447516
  1561. L 161.066612 79.555171
  1562. L 162.403414 79.421921
  1563. L 163.071816 79.460812
  1564. L 163.740217 79.361781
  1565. L 164.408618 79.111152
  1566. L 165.077019 79.379076
  1567. L 167.082222 79.286408
  1568. L 167.750623 79.338001
  1569. L 168.419024 79.086106
  1570. L 169.087425 79.070256
  1571. L 169.755826 79.451683
  1572. L 170.424227 79.410014
  1573. L 171.092628 79.582491
  1574. L 171.761029 79.365567
  1575. L 173.097831 79.178539
  1576. L 173.766232 78.975012
  1577. L 174.434633 78.934172
  1578. L 176.439837 79.374741
  1579. L 177.776639 79.39077
  1580. L 178.44504 79.223871
  1581. L 180.450243 79.17099
  1582. L 181.118644 79.321546
  1583. L 181.787045 79.219121
  1584. L 182.455446 79.385539
  1585. L 183.792248 79.32466
  1586. L 185.797451 79.345091
  1587. L 187.134254 79.308071
  1588. L 187.802655 79.047887
  1589. L 188.471056 78.998322
  1590. L 189.807858 79.117862
  1591. L 191.813061 79.203888
  1592. L 192.481462 78.92129
  1593. L 193.149863 79.131628
  1594. L 193.818264 78.970083
  1595. L 194.486665 78.999587
  1596. L 195.155066 79.223826
  1597. L 196.491868 79.187108
  1598. L 197.82867 79.154199
  1599. L 198.497071 78.896614
  1600. L 199.833874 79.010184
  1601. L 201.170676 78.925973
  1602. L 202.507478 79.159587
  1603. L 203.175879 78.98805
  1604. L 203.84428 78.947233
  1605. L 204.512681 79.237592
  1606. L 205.181082 79.173823
  1607. L 205.849483 79.323237
  1608. L 207.186285 79.117627
  1609. L 208.523087 79.164706
  1610. L 209.191488 79.263859
  1611. L 209.859889 79.02404
  1612. L 210.52829 79.423355
  1613. L 211.865093 79.186134
  1614. L 215.875499 79.170116
  1615. L 217.212301 79.236786
  1616. L 220.554306 79.301182
  1617. L 221.222707 79.129959
  1618. L 223.896312 79.118063
  1619. L 224.564713 79.201524
  1620. L 227.238317 79.044437
  1621. L 227.906718 79.109024
  1622. L 228.575119 78.987871
  1623. L 229.24352 79.1516
  1624. L 229.911921 79.07523
  1625. L 231.917124 79.200886
  1626. L 232.585525 79.09323
  1627. L 233.922327 79.184364
  1628. L 234.590728 79.072653
  1629. L 235.25913 79.141373
  1630. L 237.264333 79.051696
  1631. L 237.932734 79.162185
  1632. L 238.601135 79.098372
  1633. L 239.937937 79.141071
  1634. L 241.94314 79.054239
  1635. L 243.948343 78.975583
  1636. L 246.621947 79.24177
  1637. L 247.290349 79.139099
  1638. L 247.95875 79.179671
  1639. L 248.627151 78.925088
  1640. L 249.963953 78.906684
  1641. L 250.632354 79.569027
  1642. L 251.300755 78.933545
  1643. L 251.969156 78.693579
  1644. L 252.637557 78.831635
  1645. L 253.305958 78.679343
  1646. L 253.974359 78.898417
  1647. L 255.311161 79.010946
  1648. L 255.979562 79.179424
  1649. L 257.984765 79.099312
  1650. L 259.321568 78.848885
  1651. L 259.989969 79.004146
  1652. L 260.65837 78.68538
  1653. L 261.326771 78.79261
  1654. L 261.995172 79.15076
  1655. L 262.663573 78.657702
  1656. L 263.331974 78.864847
  1657. L 264.000375 78.85042
  1658. L 264.668776 78.974273
  1659. L 265.337177 78.6188
  1660. L 266.005578 78.766175
  1661. L 267.34238 78.788712
  1662. L 268.010781 78.941509
  1663. L 268.679182 78.776021
  1664. L 269.347583 78.813366
  1665. L 270.015984 78.970711
  1666. L 270.684385 78.867491
  1667. L 272.689589 78.981464
  1668. L 273.35799 78.868745
  1669. L 274.026391 78.943682
  1670. L 274.694792 78.822708
  1671. L 276.031594 78.807788
  1672. L 276.699995 78.723689
  1673. L 278.036797 78.89406
  1674. L 279.373599 78.927518
  1675. L 280.710401 79.139492
  1676. L 281.378802 79.044538
  1677. L 282.715604 79.049848
  1678. L 283.384006 78.90665
  1679. L 285.389209 78.86301
  1680. L 286.05761 78.756856
  1681. L 286.726011 78.774195
  1682. L 287.394412 78.642961
  1683. L 290.068016 79.068274
  1684. L 292.073219 79.107109
  1685. L 292.74162 78.971999
  1686. L 294.078422 78.910504
  1687. L 294.746823 78.791412
  1688. L 295.415225 78.921414
  1689. L 296.083626 78.783716
  1690. L 296.752027 78.787177
  1691. L 297.420428 78.915365
  1692. L 298.75723 78.891697
  1693. L 299.425631 79.052614
  1694. L 300.094032 78.94357
  1695. L 303.436037 78.906482
  1696. L 304.772839 78.780233
  1697. L 309.451647 78.926846
  1698. L 310.788449 78.790639
  1699. L 312.125251 78.951937
  1700. L 314.130454 79.051293
  1701. L 314.798855 79.061508
  1702. L 315.467256 78.783257
  1703. L 316.135657 78.626237
  1704. L 316.804058 78.645571
  1705. L 317.472459 78.444967
  1706. L 318.809261 78.850644
  1707. L 319.477663 78.765492
  1708. L 320.814465 79.021598
  1709. L 326.830074 78.716889
  1710. L 327.498475 78.799544
  1711. L 328.166876 78.529884
  1712. L 329.503678 78.733288
  1713. L 330.84048 78.839263
  1714. L 332.177283 78.991444
  1715. L 333.514085 78.887787
  1716. L 336.187689 78.830818
  1717. L 336.85609 78.725391
  1718. L 337.524491 78.87252
  1719. L 338.192892 78.709709
  1720. L 338.861293 78.922534
  1721. L 339.529694 78.803173
  1722. L 340.198095 78.891394
  1723. L 342.871699 78.886096
  1724. L 343.540101 78.928538
  1725. L 344.208502 78.789698
  1726. L 345.545304 78.789731
  1727. L 346.882106 78.825139
  1728. L 347.550507 78.952912
  1729. L 348.887309 78.933791
  1730. L 349.55571 79.096591
  1731. L 350.892512 78.750997
  1732. L 352.229314 78.815517
  1733. L 352.897715 78.78431
  1734. L 353.566116 78.916194
  1735. L 354.234517 78.812985
  1736. L 355.57132 78.810913
  1737. L 358.244924 78.679511
  1738. L 361.586929 79.102079
  1739. L 364.928934 78.544479
  1740. L 365.597335 78.741398
  1741. L 368.27094 78.771697
  1742. L 369.607742 78.844864
  1743. L 370.944544 78.780916
  1744. L 371.612945 78.927597
  1745. L 372.281346 78.770499
  1746. L 372.281346 78.770499
  1747. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1748. </g>
  1749. <g id="text_7">
  1750. <g id="patch_9">
  1751. <path d="M 18.697188 81.286572
  1752. L 44.787188 81.286572
  1753. Q 47.187188 81.286572 47.187188 78.886572
  1754. L 47.187188 71.144072
  1755. Q 47.187188 68.744072 44.787188 68.744072
  1756. L 18.697188 68.744072
  1757. Q 16.297188 68.744072 16.297188 71.144072
  1758. L 16.297188 78.886572
  1759. Q 16.297188 81.286572 18.697188 81.286572
  1760. z
  1761. " style="fill:#ffffff;opacity:0.8;"/>
  1762. </g>
  1763. <!-- GSWM -->
  1764. <defs>
  1765. <path d="M 3.328125 72.90625
  1766. L 13.28125 72.90625
  1767. L 28.609375 11.28125
  1768. L 43.890625 72.90625
  1769. L 54.984375 72.90625
  1770. L 70.3125 11.28125
  1771. L 85.59375 72.90625
  1772. L 95.609375 72.90625
  1773. L 77.296875 0
  1774. L 64.890625 0
  1775. L 49.515625 63.28125
  1776. L 33.984375 0
  1777. L 21.578125 0
  1778. z
  1779. " id="DejaVuSans-57"/>
  1780. <path d="M 9.8125 72.90625
  1781. L 24.515625 72.90625
  1782. L 43.109375 23.296875
  1783. L 61.8125 72.90625
  1784. L 76.515625 72.90625
  1785. L 76.515625 0
  1786. L 66.890625 0
  1787. L 66.890625 64.015625
  1788. L 48.09375 14.015625
  1789. L 38.1875 14.015625
  1790. L 19.390625 64.015625
  1791. L 19.390625 0
  1792. L 9.8125 0
  1793. z
  1794. " id="DejaVuSans-4d"/>
  1795. </defs>
  1796. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1797. <use xlink:href="#DejaVuSans-47"/>
  1798. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1799. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1800. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1801. </g>
  1802. </g>
  1803. <g id="text_8">
  1804. <g id="patch_10">
  1805. <path d="M 280.129663 78.150947
  1806. L 365.209663 78.150947
  1807. Q 366.409663 78.150947 366.409663 76.950947
  1808. L 366.409663 73.079697
  1809. Q 366.409663 71.879697 365.209663 71.879697
  1810. L 280.129663 71.879697
  1811. Q 278.929663 71.879697 278.929663 73.079697
  1812. L 278.929663 76.950947
  1813. Q 278.929663 78.150947 280.129663 78.150947
  1814. z
  1815. " style="fill:#ffffff;opacity:0.8;"/>
  1816. </g>
  1817. <!-- max: 604.488 $\bullet$ mean: 600.781 $\bullet$ $\sigma$: 1.280 -->
  1818. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1819. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1820. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1821. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1822. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1823. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1824. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1825. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-30"/>
  1826. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-34"/>
  1827. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1828. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
  1829. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-38"/>
  1830. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
  1831. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1832. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1833. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1834. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1835. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1836. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1837. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1838. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1839. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1840. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1841. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
  1842. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-30"/>
  1843. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1844. <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-37"/>
  1845. <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-38"/>
  1846. <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-31"/>
  1847. <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
  1848. <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1849. <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
  1850. <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1851. <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1852. <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
  1853. <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-31"/>
  1854. <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1855. <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-32"/>
  1856. <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-38"/>
  1857. <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-30"/>
  1858. </g>
  1859. </g>
  1860. <g id="text_9">
  1861. <!-- 602.85 -->
  1862. <g style="fill:#d3d3d3;" transform="translate(7.2 79.57353)scale(0.03 -0.03)">
  1863. <use xlink:href="#DejaVuSans-36"/>
  1864. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  1865. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  1866. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1867. <use x="222.65625" xlink:href="#DejaVuSans-38"/>
  1868. <use x="286.279297" xlink:href="#DejaVuSans-35"/>
  1869. </g>
  1870. </g>
  1871. </g>
  1872. <g id="axes_4">
  1873. <g id="patch_11">
  1874. <path d="M 18.697188 120.573696
  1875. L 372.281346 120.573696
  1876. L 372.281346 95.026944
  1877. L 18.697188 95.026944
  1878. z
  1879. " style="fill:#ffffff;"/>
  1880. </g>
  1881. <g id="matplotlib.axis_7">
  1882. <g id="xtick_16"/>
  1883. <g id="xtick_17"/>
  1884. <g id="xtick_18"/>
  1885. <g id="xtick_19"/>
  1886. <g id="xtick_20"/>
  1887. </g>
  1888. <g id="matplotlib.axis_8"/>
  1889. <g id="line2d_7">
  1890. <path clip-path="url(#p5f4e6b0588)" d="M 18.697188 112.111467
  1891. L 372.281346 112.111467
  1892. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1893. </g>
  1894. <g id="line2d_8">
  1895. <path clip-path="url(#p5f4e6b0588)" d="M 19.365589 113.166304
  1896. L 20.03399 114.604841
  1897. L 20.702391 115.197059
  1898. L 21.370792 113.838086
  1899. L 22.039193 113.698036
  1900. L 22.707594 114.64224
  1901. L 23.375995 114.881685
  1902. L 24.044396 114.650861
  1903. L 24.712797 114.095323
  1904. L 25.381198 112.612943
  1905. L 26.049599 114.275823
  1906. L 26.718 114.555975
  1907. L 27.386401 113.327763
  1908. L 28.054802 114.091723
  1909. L 28.723203 114.166779
  1910. L 29.391604 112.845189
  1911. L 30.060005 114.364556
  1912. L 30.728407 114.598311
  1913. L 31.396808 112.146069
  1914. L 32.065209 112.67624
  1915. L 32.73361 113.454444
  1916. L 33.402011 112.85957
  1917. L 34.070412 115.193236
  1918. L 34.738813 114.67513
  1919. L 35.407214 112.558215
  1920. L 36.075615 112.81252
  1921. L 36.744016 112.565722
  1922. L 38.080818 114.650381
  1923. L 38.749219 112.860648
  1924. L 39.41762 114.310995
  1925. L 40.086021 114.876816
  1926. L 40.754422 115.274892
  1927. L 41.422823 113.198957
  1928. L 42.091224 114.107885
  1929. L 42.759626 114.059569
  1930. L 43.428027 114.978954
  1931. L 44.096428 115.221706
  1932. L 45.43323 114.697328
  1933. L 46.101631 115.207772
  1934. L 46.770032 114.353449
  1935. L 48.106834 114.499173
  1936. L 48.775235 115.010869
  1937. L 49.443636 115.037435
  1938. L 50.112037 115.642268
  1939. L 50.780438 115.255352
  1940. L 51.448839 115.474434
  1941. L 52.11724 113.629202
  1942. L 52.785641 115.628693
  1943. L 53.454042 115.064688
  1944. L 54.122443 114.706651
  1945. L 54.790845 114.192489
  1946. L 55.459246 114.134059
  1947. L 56.127647 113.608036
  1948. L 56.796048 112.569837
  1949. L 58.13285 114.660082
  1950. L 58.801251 114.600967
  1951. L 59.469652 113.537109
  1952. L 60.138053 113.511417
  1953. L 60.806454 114.22946
  1954. L 61.474855 114.13848
  1955. L 62.143256 114.690283
  1956. L 62.811657 113.590707
  1957. L 63.480058 111.664848
  1958. L 64.148459 113.698259
  1959. L 64.81686 114.800698
  1960. L 65.485261 113.649685
  1961. L 66.153662 114.960031
  1962. L 66.822064 114.713903
  1963. L 67.490465 113.734185
  1964. L 68.158866 112.979377
  1965. L 68.827267 113.913759
  1966. L 69.495668 113.792992
  1967. L 70.164069 114.680187
  1968. L 70.83247 112.193597
  1969. L 71.500871 112.376618
  1970. L 72.169272 113.997487
  1971. L 72.837673 114.308645
  1972. L 73.506074 115.271892
  1973. L 74.174475 113.703949
  1974. L 74.842876 112.8178
  1975. L 75.511277 113.704722
  1976. L 76.179678 114.927466
  1977. L 76.848079 114.069219
  1978. L 77.51648 114.715204
  1979. L 78.853283 112.869013
  1980. L 79.521684 114.853301
  1981. L 80.190085 113.308738
  1982. L 80.858486 112.690398
  1983. L 81.526887 113.667014
  1984. L 82.195288 113.700008
  1985. L 82.863689 114.929848
  1986. L 83.53209 114.419524
  1987. L 84.868892 112.976463
  1988. L 85.537293 113.318284
  1989. L 86.874095 114.538697
  1990. L 87.542496 114.715376
  1991. L 88.879298 112.94796
  1992. L 89.547699 114.703258
  1993. L 90.884502 113.089571
  1994. L 92.221304 115.266938
  1995. L 92.889705 114.685193
  1996. L 93.558106 114.624517
  1997. L 94.226507 112.913885
  1998. L 94.894908 113.608291
  1999. L 95.563309 112.374064
  2000. L 96.23171 114.018091
  2001. L 96.900111 113.821256
  2002. L 97.568512 112.883069
  2003. L 98.236913 113.123284
  2004. L 98.905314 114.674738
  2005. L 99.573715 112.151897
  2006. L 100.242116 112.972503
  2007. L 100.910517 114.234396
  2008. L 101.578918 113.532738
  2009. L 102.247319 114.66555
  2010. L 103.584122 112.374099
  2011. L 104.252523 115.107383
  2012. L 104.920924 114.171853
  2013. L 106.257726 113.659438
  2014. L 106.926127 113.417404
  2015. L 107.594528 114.820118
  2016. L 108.262929 114.659808
  2017. L 108.93133 114.144823
  2018. L 109.599731 114.044931
  2019. L 110.268132 113.11024
  2020. L 110.936533 114.007995
  2021. L 111.604934 114.159546
  2022. L 112.273335 115.936921
  2023. L 112.941736 114.790226
  2024. L 113.610137 114.448474
  2025. L 114.278538 114.325768
  2026. L 114.94694 115.314537
  2027. L 115.615341 112.77423
  2028. L 116.283742 114.985467
  2029. L 116.952143 115.094202
  2030. L 117.620544 114.81016
  2031. L 118.288945 111.507985
  2032. L 118.957346 113.266883
  2033. L 119.625747 114.623968
  2034. L 120.294148 114.945941
  2035. L 120.962549 113.954845
  2036. L 121.63095 114.284067
  2037. L 122.299351 114.305286
  2038. L 122.967752 113.494483
  2039. L 123.636153 114.825603
  2040. L 124.304554 113.615833
  2041. L 124.972955 112.902008
  2042. L 125.641356 113.292952
  2043. L 126.309757 113.352359
  2044. L 126.978159 113.733482
  2045. L 127.64656 114.764653
  2046. L 128.314961 112.784616
  2047. L 128.983362 109.612791
  2048. L 129.651763 111.828843
  2049. L 130.320164 114.717072
  2050. L 131.656966 113.733225
  2051. L 132.325367 110.725838
  2052. L 132.993768 111.382504
  2053. L 133.662169 115.07653
  2054. L 134.33057 114.124736
  2055. L 134.998971 114.401304
  2056. L 136.335773 114.428093
  2057. L 137.004174 115.349519
  2058. L 137.672575 114.414879
  2059. L 138.340976 112.73755
  2060. L 139.009378 114.556128
  2061. L 139.677779 115.588038
  2062. L 140.34618 114.356089
  2063. L 141.014581 113.777052
  2064. L 141.682982 113.022193
  2065. L 142.351383 112.737155
  2066. L 143.019784 115.184444
  2067. L 144.356586 112.520405
  2068. L 145.024987 112.394392
  2069. L 145.693388 114.512902
  2070. L 146.361789 113.742411
  2071. L 147.03019 114.792678
  2072. L 147.698591 113.648725
  2073. L 148.366992 113.915851
  2074. L 149.035393 112.630306
  2075. L 149.703794 115.565395
  2076. L 150.372195 114.03883
  2077. L 152.377399 114.693454
  2078. L 153.0458 111.969906
  2079. L 153.714201 110.531951
  2080. L 154.382602 113.98801
  2081. L 155.051003 111.083721
  2082. L 155.719404 112.699997
  2083. L 156.387805 112.689764
  2084. L 157.056206 114.543481
  2085. L 157.724607 115.723219
  2086. L 158.393008 113.690717
  2087. L 159.061409 113.162003
  2088. L 159.72981 114.148627
  2089. L 160.398211 115.75486
  2090. L 161.066612 113.420918
  2091. L 161.735013 114.546394
  2092. L 162.403414 113.686398
  2093. L 163.071816 113.538069
  2094. L 163.740217 114.048531
  2095. L 164.408618 113.751804
  2096. L 165.077019 113.079526
  2097. L 166.413821 114.549324
  2098. L 167.082222 113.751291
  2099. L 167.750623 114.143417
  2100. L 168.419024 115.238708
  2101. L 169.087425 113.721809
  2102. L 169.755826 113.815034
  2103. L 170.424227 112.047481
  2104. L 171.092628 112.995283
  2105. L 171.761029 112.407144
  2106. L 172.42943 113.654295
  2107. L 173.097831 112.491421
  2108. L 173.766232 114.139937
  2109. L 174.434633 113.958512
  2110. L 175.103035 113.335544
  2111. L 176.439837 113.240298
  2112. L 177.108238 113.607864
  2113. L 177.776639 113.789118
  2114. L 178.44504 113.02101
  2115. L 179.113441 113.265681
  2116. L 179.781842 114.896683
  2117. L 180.450243 114.397312
  2118. L 181.787045 114.68826
  2119. L 182.455446 115.113433
  2120. L 183.123847 114.478211
  2121. L 184.460649 115.905502
  2122. L 185.12905 114.301602
  2123. L 185.797451 114.1325
  2124. L 186.465852 114.217462
  2125. L 187.802655 113.621713
  2126. L 188.471056 114.546118
  2127. L 189.139457 114.483148
  2128. L 189.807858 114.563825
  2129. L 190.476259 114.253182
  2130. L 191.14466 112.73774
  2131. L 191.813061 112.207996
  2132. L 192.481462 113.758661
  2133. L 193.149863 114.9891
  2134. L 193.818264 113.529036
  2135. L 194.486665 115.756454
  2136. L 195.155066 115.509795
  2137. L 195.823467 112.96563
  2138. L 196.491868 112.513995
  2139. L 197.160269 114.251057
  2140. L 197.82867 114.821334
  2141. L 198.497071 114.523718
  2142. L 199.165473 112.416759
  2143. L 199.833874 112.988394
  2144. L 200.502275 113.194209
  2145. L 201.170676 112.509161
  2146. L 201.839077 114.051136
  2147. L 202.507478 114.951033
  2148. L 203.84428 114.658198
  2149. L 204.512681 114.516982
  2150. L 205.181082 113.820741
  2151. L 205.849483 113.7553
  2152. L 206.517884 115.482078
  2153. L 207.186285 114.496413
  2154. L 207.854686 113.923546
  2155. L 208.523087 113.893037
  2156. L 209.191488 114.332984
  2157. L 209.859889 112.702052
  2158. L 210.52829 113.670338
  2159. L 211.196692 112.632466
  2160. L 211.865093 111.896666
  2161. L 212.533494 113.147983
  2162. L 213.201895 112.737721
  2163. L 213.870296 115.371543
  2164. L 214.538697 115.34825
  2165. L 215.207098 113.664973
  2166. L 217.212301 113.964734
  2167. L 217.880702 114.701406
  2168. L 218.549103 114.554947
  2169. L 219.217504 113.911651
  2170. L 219.885905 113.906287
  2171. L 220.554306 114.593219
  2172. L 221.222707 113.499573
  2173. L 221.891108 114.428935
  2174. L 222.559509 113.793284
  2175. L 223.227911 114.28525
  2176. L 223.896312 115.923534
  2177. L 224.564713 114.016771
  2178. L 225.233114 114.436836
  2179. L 225.901515 114.508359
  2180. L 226.569916 114.721598
  2181. L 227.906718 114.43663
  2182. L 228.575119 115.223231
  2183. L 229.24352 113.709468
  2184. L 229.911921 113.471053
  2185. L 230.580322 114.817959
  2186. L 231.248723 113.711011
  2187. L 231.917124 115.350375
  2188. L 232.585525 114.944159
  2189. L 233.253926 114.391586
  2190. L 233.922327 112.8178
  2191. L 234.590728 114.143999
  2192. L 235.25913 113.593929
  2193. L 235.927531 113.419617
  2194. L 236.595932 114.055541
  2195. L 237.264333 114.393368
  2196. L 237.932734 115.30391
  2197. L 238.601135 114.109857
  2198. L 239.269536 115.146084
  2199. L 239.937937 114.043903
  2200. L 240.606338 114.106841
  2201. L 241.274739 112.678692
  2202. L 241.94314 113.925124
  2203. L 242.611541 114.565333
  2204. L 243.279942 113.738795
  2205. L 243.948343 114.329642
  2206. L 244.616744 112.611555
  2207. L 245.285145 114.609279
  2208. L 245.953546 114.057272
  2209. L 246.621947 115.503828
  2210. L 247.290349 114.204504
  2211. L 247.95875 114.891094
  2212. L 248.627151 114.497306
  2213. L 249.295552 113.462004
  2214. L 249.963953 110.655412
  2215. L 250.632354 98.722847
  2216. L 251.969156 110.19985
  2217. L 252.637557 111.459993
  2218. L 253.305958 112.249251
  2219. L 253.974359 112.684503
  2220. L 254.64276 114.815885
  2221. L 255.311161 114.653262
  2222. L 255.979562 113.903202
  2223. L 256.647963 112.675229
  2224. L 257.316364 112.829438
  2225. L 258.653166 114.985261
  2226. L 259.321568 114.764191
  2227. L 259.989969 114.409087
  2228. L 260.65837 114.826767
  2229. L 261.326771 112.456079
  2230. L 261.995172 113.350576
  2231. L 262.663573 113.589849
  2232. L 263.331974 113.276584
  2233. L 264.000375 113.444983
  2234. L 264.668776 113.171584
  2235. L 265.337177 111.452485
  2236. L 266.005578 111.989204
  2237. L 266.673979 114.348
  2238. L 267.34238 114.097945
  2239. L 268.010781 113.095106
  2240. L 268.679182 112.590576
  2241. L 269.347583 113.10808
  2242. L 270.015984 114.537292
  2243. L 270.684385 114.237635
  2244. L 271.352787 113.782451
  2245. L 272.021188 113.751959
  2246. L 272.689589 113.915645
  2247. L 273.35799 114.418238
  2248. L 274.026391 113.789238
  2249. L 274.694792 112.733179
  2250. L 275.363193 114.523633
  2251. L 276.031594 114.191752
  2252. L 276.699995 114.292741
  2253. L 277.368396 114.635761
  2254. L 278.036797 113.325501
  2255. L 279.373599 115.881833
  2256. L 280.042 114.37609
  2257. L 280.710401 112.028403
  2258. L 281.378802 112.096654
  2259. L 282.047203 113.662198
  2260. L 283.384006 115.6899
  2261. L 284.720808 113.361511
  2262. L 285.389209 113.738333
  2263. L 286.05761 114.439235
  2264. L 286.726011 113.798081
  2265. L 287.394412 115.231939
  2266. L 288.062813 115.071937
  2267. L 288.731214 114.577881
  2268. L 290.068016 113.376492
  2269. L 290.736417 115.039474
  2270. L 291.404818 113.531231
  2271. L 292.073219 114.516158
  2272. L 292.74162 114.818386
  2273. L 293.410021 114.096163
  2274. L 294.078422 111.839488
  2275. L 294.746823 112.193616
  2276. L 295.415225 113.750862
  2277. L 296.083626 113.408544
  2278. L 296.752027 114.015091
  2279. L 297.420428 114.034972
  2280. L 298.088829 114.480336
  2281. L 298.75723 115.446873
  2282. L 299.425631 115.633167
  2283. L 300.094032 115.070155
  2284. L 300.762433 113.202075
  2285. L 301.430834 115.020826
  2286. L 302.099235 115.23463
  2287. L 302.767636 114.347947
  2288. L 303.436037 113.111971
  2289. L 304.104438 112.930358
  2290. L 304.772839 113.763802
  2291. L 305.44124 113.276807
  2292. L 306.109641 114.375441
  2293. L 306.778042 113.725187
  2294. L 307.446444 112.856672
  2295. L 308.114845 110.787337
  2296. L 308.783246 112.874173
  2297. L 309.451647 114.160488
  2298. L 310.788449 114.930345
  2299. L 311.45685 113.099409
  2300. L 312.125251 115.462058
  2301. L 312.793652 113.868904
  2302. L 313.462053 114.22257
  2303. L 314.130454 112.040144
  2304. L 314.798855 114.06315
  2305. L 315.467256 113.957004
  2306. L 316.135657 113.448343
  2307. L 316.804058 114.29826
  2308. L 318.14086 112.318308
  2309. L 318.809261 112.126873
  2310. L 319.477663 114.131266
  2311. L 320.146064 112.870006
  2312. L 320.814465 114.14364
  2313. L 321.482866 114.235424
  2314. L 322.151267 113.934243
  2315. L 322.819668 113.358804
  2316. L 323.488069 114.235475
  2317. L 324.15647 114.821865
  2318. L 324.824871 113.90908
  2319. L 325.493272 113.908343
  2320. L 326.161673 114.532476
  2321. L 326.830074 112.295324
  2322. L 327.498475 115.192259
  2323. L 328.166876 111.796294
  2324. L 328.835277 113.659438
  2325. L 329.503678 116.181866
  2326. L 330.172079 115.080233
  2327. L 330.84048 114.315159
  2328. L 331.508882 113.756998
  2329. L 332.177283 114.879714
  2330. L 332.845684 114.383428
  2331. L 333.514085 114.192095
  2332. L 334.182486 115.562755
  2333. L 335.519288 114.447222
  2334. L 336.85609 110.916092
  2335. L 337.524491 112.544486
  2336. L 338.192892 113.631825
  2337. L 338.861293 113.384667
  2338. L 339.529694 113.933145
  2339. L 340.198095 113.095535
  2340. L 340.866496 114.989648
  2341. L 341.534897 113.619981
  2342. L 342.203298 114.371293
  2343. L 342.871699 111.462169
  2344. L 343.540101 113.133482
  2345. L 344.876903 114.544645
  2346. L 345.545304 113.852278
  2347. L 346.213705 115.543868
  2348. L 346.882106 113.968109
  2349. L 347.550507 115.107537
  2350. L 348.218908 115.137069
  2351. L 348.887309 114.763556
  2352. L 349.55571 112.738389
  2353. L 350.224111 114.432911
  2354. L 350.892512 114.393797
  2355. L 351.560913 115.200606
  2356. L 352.229314 114.225535
  2357. L 352.897715 115.464183
  2358. L 353.566116 115.201276
  2359. L 354.234517 113.372532
  2360. L 354.902918 112.498123
  2361. L 355.57132 114.698973
  2362. L 356.239721 114.682433
  2363. L 356.908122 113.191912
  2364. L 357.576523 113.986535
  2365. L 358.244924 112.887525
  2366. L 358.913325 112.101196
  2367. L 359.581726 113.226946
  2368. L 360.250127 114.572429
  2369. L 360.918528 115.255661
  2370. L 361.586929 115.352089
  2371. L 362.25533 113.703332
  2372. L 362.923731 114.13855
  2373. L 363.592132 114.193415
  2374. L 364.260533 113.858414
  2375. L 364.928934 113.678583
  2376. L 365.597335 114.440126
  2377. L 366.265736 114.871177
  2378. L 366.934137 112.901133
  2379. L 367.602539 113.194209
  2380. L 368.27094 113.888409
  2381. L 368.939341 114.025528
  2382. L 369.607742 114.543822
  2383. L 370.276143 116.314529
  2384. L 370.944544 115.09278
  2385. L 371.612945 115.063899
  2386. L 372.281346 114.70516
  2387. L 372.281346 114.70516
  2388. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2389. </g>
  2390. <g id="text_10">
  2391. <g id="patch_12">
  2392. <path d="M 18.697188 108.96222
  2393. L 46.430938 108.96222
  2394. Q 48.830938 108.96222 48.830938 106.56222
  2395. L 48.830938 98.81972
  2396. Q 48.830938 96.41972 46.430938 96.41972
  2397. L 18.697188 96.41972
  2398. Q 16.297188 96.41972 16.297188 98.81972
  2399. L 16.297188 106.56222
  2400. Q 16.297188 108.96222 18.697188 108.96222
  2401. z
  2402. " style="fill:#ffffff;opacity:0.8;"/>
  2403. </g>
  2404. <!-- DVARS -->
  2405. <defs>
  2406. <path d="M 19.671875 64.796875
  2407. L 19.671875 8.109375
  2408. L 31.59375 8.109375
  2409. Q 46.6875 8.109375 53.6875 14.9375
  2410. Q 60.6875 21.78125 60.6875 36.53125
  2411. Q 60.6875 51.171875 53.6875 57.984375
  2412. Q 46.6875 64.796875 31.59375 64.796875
  2413. z
  2414. M 9.8125 72.90625
  2415. L 30.078125 72.90625
  2416. Q 51.265625 72.90625 61.171875 64.09375
  2417. Q 71.09375 55.28125 71.09375 36.53125
  2418. Q 71.09375 17.671875 61.125 8.828125
  2419. Q 51.171875 0 30.078125 0
  2420. L 9.8125 0
  2421. z
  2422. " id="DejaVuSans-44"/>
  2423. <path d="M 28.609375 0
  2424. L 0.78125 72.90625
  2425. L 11.078125 72.90625
  2426. L 34.1875 11.53125
  2427. L 57.328125 72.90625
  2428. L 67.578125 72.90625
  2429. L 39.796875 0
  2430. z
  2431. " id="DejaVuSans-56"/>
  2432. <path d="M 34.1875 63.1875
  2433. L 20.796875 26.90625
  2434. L 47.609375 26.90625
  2435. z
  2436. M 28.609375 72.90625
  2437. L 39.796875 72.90625
  2438. L 67.578125 0
  2439. L 57.328125 0
  2440. L 50.6875 18.703125
  2441. L 17.828125 18.703125
  2442. L 11.1875 0
  2443. L 0.78125 0
  2444. z
  2445. " id="DejaVuSans-41"/>
  2446. <path d="M 44.390625 34.1875
  2447. Q 47.5625 33.109375 50.5625 29.59375
  2448. Q 53.5625 26.078125 56.59375 19.921875
  2449. L 66.609375 0
  2450. L 56 0
  2451. L 46.6875 18.703125
  2452. Q 43.0625 26.03125 39.671875 28.421875
  2453. Q 36.28125 30.8125 30.421875 30.8125
  2454. L 19.671875 30.8125
  2455. L 19.671875 0
  2456. L 9.8125 0
  2457. L 9.8125 72.90625
  2458. L 32.078125 72.90625
  2459. Q 44.578125 72.90625 50.734375 67.671875
  2460. Q 56.890625 62.453125 56.890625 51.90625
  2461. Q 56.890625 45.015625 53.6875 40.46875
  2462. Q 50.484375 35.9375 44.390625 34.1875
  2463. z
  2464. M 19.671875 64.796875
  2465. L 19.671875 38.921875
  2466. L 32.078125 38.921875
  2467. Q 39.203125 38.921875 42.84375 42.21875
  2468. Q 46.484375 45.515625 46.484375 51.90625
  2469. Q 46.484375 58.296875 42.84375 61.546875
  2470. Q 39.203125 64.796875 32.078125 64.796875
  2471. z
  2472. " id="DejaVuSans-52"/>
  2473. </defs>
  2474. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2475. <use xlink:href="#DejaVuSans-44"/>
  2476. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2477. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2478. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2479. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2480. </g>
  2481. </g>
  2482. <g id="text_11">
  2483. <g id="patch_13">
  2484. <path d="M 290.289663 105.826595
  2485. L 365.209663 105.826595
  2486. Q 366.409663 105.826595 366.409663 104.626595
  2487. L 366.409663 100.755345
  2488. Q 366.409663 99.555345 365.209663 99.555345
  2489. L 290.289663 99.555345
  2490. Q 289.089663 99.555345 289.089663 100.755345
  2491. L 289.089663 104.626595
  2492. Q 289.089663 105.826595 290.289663 105.826595
  2493. z
  2494. " style="fill:#ffffff;opacity:0.8;"/>
  2495. </g>
  2496. <!-- max: 2.156 $\bullet$ mean: 1.272 $\bullet$ $\sigma$: 0.074 -->
  2497. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2498. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2499. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2500. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2501. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2502. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2503. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
  2504. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2505. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-31"/>
  2506. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-35"/>
  2507. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  2508. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2509. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2510. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2511. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2512. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2513. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2514. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2515. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2516. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2517. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2518. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2519. <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
  2520. <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-37"/>
  2521. <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-32"/>
  2522. <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
  2523. <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2524. <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
  2525. <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2526. <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2527. <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
  2528. <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
  2529. <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2530. <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
  2531. <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-37"/>
  2532. <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  2533. </g>
  2534. </g>
  2535. <g id="text_12">
  2536. <!-- 1.38 -->
  2537. <g style="fill:#d3d3d3;" transform="translate(11.0175 112.939279)scale(0.03 -0.03)">
  2538. <use xlink:href="#DejaVuSans-31"/>
  2539. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2540. <use x="95.410156" xlink:href="#DejaVuSans-33"/>
  2541. <use x="159.033203" xlink:href="#DejaVuSans-38"/>
  2542. </g>
  2543. </g>
  2544. </g>
  2545. <g id="axes_5">
  2546. <g id="patch_14">
  2547. <path d="M 18.697188 148.249344
  2548. L 372.281346 148.249344
  2549. L 372.281346 122.702592
  2550. L 18.697188 122.702592
  2551. z
  2552. " style="fill:#ffffff;"/>
  2553. </g>
  2554. <g id="matplotlib.axis_9">
  2555. <g id="xtick_21"/>
  2556. <g id="xtick_22"/>
  2557. <g id="xtick_23"/>
  2558. <g id="xtick_24"/>
  2559. <g id="xtick_25"/>
  2560. </g>
  2561. <g id="matplotlib.axis_10"/>
  2562. <g id="line2d_9">
  2563. <path clip-path="url(#p2e4fd20b07)" d="M 18.697188 138.29545
  2564. L 372.281346 138.29545
  2565. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2566. </g>
  2567. <g id="line2d_10">
  2568. <path clip-path="url(#p2e4fd20b07)" d="M 19.365589 141.233963
  2569. L 20.03399 139.084363
  2570. L 20.702391 144.108527
  2571. L 21.370792 141.406207
  2572. L 22.039193 141.273344
  2573. L 22.707594 144.709834
  2574. L 23.375995 142.687405
  2575. L 24.044396 142.451681
  2576. L 25.381198 140.780512
  2577. L 26.049599 143.840915
  2578. L 27.386401 140.077671
  2579. L 28.054802 141.868582
  2580. L 28.723203 145.206651
  2581. L 29.391604 142.073673
  2582. L 30.060005 140.971418
  2583. L 30.728407 141.43089
  2584. L 31.396808 143.595031
  2585. L 32.73361 140.261823
  2586. L 33.402011 140.053249
  2587. L 34.070412 143.236432
  2588. L 34.738813 140.62783
  2589. L 35.407214 139.590455
  2590. L 36.075615 142.776198
  2591. L 36.744016 141.970369
  2592. L 37.412417 139.91132
  2593. L 38.080818 140.048859
  2594. L 38.749219 144.108815
  2595. L 39.41762 143.499256
  2596. L 40.086021 144.618827
  2597. L 40.754422 141.655509
  2598. L 41.422823 141.066826
  2599. L 42.091224 143.180969
  2600. L 42.759626 141.160455
  2601. L 43.428027 144.857105
  2602. L 44.096428 143.392671
  2603. L 44.764829 143.198723
  2604. L 45.43323 142.353195
  2605. L 46.101631 141.203123
  2606. L 46.770032 145.66475
  2607. L 47.438433 141.150347
  2608. L 48.106834 141.342421
  2609. L 48.775235 145.023967
  2610. L 49.443636 141.625394
  2611. L 50.112037 141.056647
  2612. L 50.780438 143.851252
  2613. L 51.448839 142.82648
  2614. L 52.11724 141.372662
  2615. L 52.785641 143.080046
  2616. L 53.454042 143.73658
  2617. L 54.122443 141.439803
  2618. L 54.790845 140.838514
  2619. L 55.459246 141.626892
  2620. L 56.127647 143.292846
  2621. L 56.796048 141.673994
  2622. L 57.464449 141.5668
  2623. L 58.13285 141.779728
  2624. L 58.801251 141.379803
  2625. L 59.469652 137.317582
  2626. L 60.138053 144.841814
  2627. L 60.806454 141.365708
  2628. L 61.474855 143.137338
  2629. L 62.143256 144.140256
  2630. L 62.811657 141.245652
  2631. L 63.480058 140.264091
  2632. L 64.148459 141.84728
  2633. L 64.81686 144.942907
  2634. L 65.485261 142.110524
  2635. L 66.153662 140.48829
  2636. L 66.822064 141.154794
  2637. L 67.490465 143.652278
  2638. L 68.158866 139.8495
  2639. L 68.827267 142.646032
  2640. L 69.495668 136.45324
  2641. L 70.164069 144.828289
  2642. L 70.83247 139.765648
  2643. L 71.500871 143.409274
  2644. L 72.169272 141.550283
  2645. L 72.837673 141.511179
  2646. L 73.506074 141.692985
  2647. L 74.174475 144.296984
  2648. L 74.842876 140.849349
  2649. L 75.511277 140.710906
  2650. L 76.179678 144.718328
  2651. L 76.848079 140.848273
  2652. L 77.51648 138.902621
  2653. L 78.184881 142.940827
  2654. L 78.853283 137.873063
  2655. L 79.521684 141.899482
  2656. L 80.190085 138.268688
  2657. L 80.858486 141.977062
  2658. L 81.526887 142.628085
  2659. L 82.195288 142.936538
  2660. L 82.863689 141.976001
  2661. L 83.53209 142.075766
  2662. L 84.200491 144.641548
  2663. L 84.868892 140.178674
  2664. L 85.537293 138.421535
  2665. L 86.205694 138.471695
  2666. L 86.874095 143.346833
  2667. L 87.542496 143.369145
  2668. L 88.210897 141.237228
  2669. L 88.879298 137.358999
  2670. L 89.547699 141.127454
  2671. L 90.2161 143.664825
  2672. L 90.884502 140.417657
  2673. L 91.552903 142.156587
  2674. L 92.221304 144.387619
  2675. L 92.889705 141.099736
  2676. L 93.558106 140.168826
  2677. L 94.226507 142.769041
  2678. L 94.894908 138.967271
  2679. L 95.563309 141.56121
  2680. L 96.23171 142.893476
  2681. L 96.900111 143.02591
  2682. L 97.568512 139.385365
  2683. L 98.236913 142.231342
  2684. L 98.905314 137.579363
  2685. L 99.573715 142.570891
  2686. L 100.242116 143.288375
  2687. L 100.910517 142.672975
  2688. L 101.578918 140.779327
  2689. L 102.247319 142.21869
  2690. L 102.915721 144.252299
  2691. L 103.584122 140.044695
  2692. L 104.252523 145.177432
  2693. L 104.920924 140.547623
  2694. L 105.589325 138.908065
  2695. L 106.257726 143.949201
  2696. L 106.926127 141.217584
  2697. L 107.594528 140.089489
  2698. L 108.262929 145.515358
  2699. L 108.93133 139.063722
  2700. L 109.599731 143.257587
  2701. L 110.268132 141.429072
  2702. L 110.936533 138.543659
  2703. L 111.604934 140.644633
  2704. L 112.273335 139.121357
  2705. L 112.941736 141.831208
  2706. L 113.610137 143.849688
  2707. L 114.278538 140.25362
  2708. L 114.94694 140.32194
  2709. L 115.615341 144.642697
  2710. L 116.283742 139.113318
  2711. L 116.952143 139.543324
  2712. L 117.620544 144.760021
  2713. L 118.288945 139.515215
  2714. L 118.957346 138.627987
  2715. L 119.625747 141.372907
  2716. L 120.294148 142.801339
  2717. L 120.962549 139.700608
  2718. L 121.63095 144.4941
  2719. L 122.299351 141.330606
  2720. L 122.967752 139.684398
  2721. L 123.636153 141.481023
  2722. L 124.304554 142.323574
  2723. L 124.972955 138.499022
  2724. L 125.641356 143.901223
  2725. L 126.978159 139.698982
  2726. L 127.64656 140.680985
  2727. L 128.314961 144.062898
  2728. L 128.983362 141.45186
  2729. L 129.651763 140.076556
  2730. L 130.320164 141.590696
  2731. L 130.988565 141.039325
  2732. L 131.656966 135.015345
  2733. L 132.325367 137.424042
  2734. L 133.662169 143.453455
  2735. L 134.33057 141.812157
  2736. L 134.998971 141.950571
  2737. L 135.667372 143.882663
  2738. L 136.335773 139.845591
  2739. L 137.004174 139.591978
  2740. L 137.672575 142.944816
  2741. L 138.340976 139.566621
  2742. L 139.009378 143.574699
  2743. L 139.677779 141.255577
  2744. L 140.34618 143.039953
  2745. L 141.014581 142.631506
  2746. L 141.682982 143.36954
  2747. L 142.351383 139.367418
  2748. L 143.019784 145.158765
  2749. L 143.688185 138.204718
  2750. L 144.356586 142.097658
  2751. L 145.024987 143.438432
  2752. L 145.693388 143.798156
  2753. L 146.361789 141.271544
  2754. L 147.03019 140.673457
  2755. L 147.698591 138.57777
  2756. L 148.366992 144.613962
  2757. L 149.035393 136.691322
  2758. L 149.703794 145.014666
  2759. L 150.372195 137.034321
  2760. L 151.040597 141.444247
  2761. L 151.708998 141.260147
  2762. L 152.377399 140.594587
  2763. L 153.0458 144.453635
  2764. L 153.714201 137.12124
  2765. L 154.382602 143.518772
  2766. L 155.051003 134.283025
  2767. L 155.719404 144.461911
  2768. L 156.387805 142.463608
  2769. L 157.056206 142.469011
  2770. L 157.724607 142.912666
  2771. L 158.393008 142.610068
  2772. L 159.061409 140.624423
  2773. L 159.72981 144.267364
  2774. L 160.398211 142.716532
  2775. L 161.066612 143.686482
  2776. L 161.735013 143.246459
  2777. L 162.403414 140.366679
  2778. L 163.071816 140.328578
  2779. L 163.740217 144.535492
  2780. L 164.408618 142.964822
  2781. L 165.077019 143.307578
  2782. L 165.74542 142.783872
  2783. L 166.413821 139.102594
  2784. L 167.082222 142.389265
  2785. L 167.750623 145.088937
  2786. L 168.419024 143.308224
  2787. L 169.087425 137.538514
  2788. L 170.424227 143.056236
  2789. L 171.092628 141.735771
  2790. L 171.761029 138.002156
  2791. L 172.42943 142.739665
  2792. L 173.097831 141.631381
  2793. L 173.766232 144.289096
  2794. L 174.434633 143.365561
  2795. L 175.103035 144.619644
  2796. L 175.771436 143.806487
  2797. L 176.439837 142.331108
  2798. L 177.108238 141.528643
  2799. L 177.776639 138.632323
  2800. L 178.44504 141.174873
  2801. L 179.113441 142.934354
  2802. L 179.781842 141.460384
  2803. L 180.450243 142.730463
  2804. L 181.118644 143.004956
  2805. L 181.787045 138.303302
  2806. L 182.455446 139.758735
  2807. L 183.123847 144.243786
  2808. L 183.792248 139.177487
  2809. L 184.460649 141.34662
  2810. L 185.12905 141.983762
  2811. L 185.797451 140.899252
  2812. L 186.465852 142.766064
  2813. L 187.134254 142.066704
  2814. L 187.802655 143.914213
  2815. L 188.471056 142.834789
  2816. L 189.139457 143.689102
  2817. L 189.807858 144.872176
  2818. L 190.476259 138.695432
  2819. L 191.14466 140.148791
  2820. L 191.813061 144.138605
  2821. L 192.481462 140.885172
  2822. L 193.149863 144.203383
  2823. L 193.818264 144.450845
  2824. L 194.486665 145.432196
  2825. L 195.155066 143.859934
  2826. L 195.823467 141.512649
  2827. L 196.491868 140.571436
  2828. L 197.160269 145.886464
  2829. L 197.82867 140.49265
  2830. L 198.497071 140.553482
  2831. L 199.165473 144.749847
  2832. L 199.833874 138.697962
  2833. L 200.502275 141.498537
  2834. L 201.170676 136.620632
  2835. L 201.839077 136.403371
  2836. L 202.507478 143.328342
  2837. L 203.175879 142.920646
  2838. L 203.84428 141.689834
  2839. L 204.512681 143.186275
  2840. L 205.181082 144.014643
  2841. L 205.849483 142.294625
  2842. L 206.517884 144.026584
  2843. L 207.186285 145.306853
  2844. L 207.854686 144.507158
  2845. L 208.523087 142.656194
  2846. L 209.191488 144.289132
  2847. L 209.859889 138.908901
  2848. L 210.52829 141.70517
  2849. L 211.196692 142.843894
  2850. L 211.865093 142.913186
  2851. L 212.533494 144.733299
  2852. L 213.201895 141.495276
  2853. L 213.870296 141.359824
  2854. L 214.538697 144.616825
  2855. L 215.875499 143.138728
  2856. L 216.5439 143.721119
  2857. L 217.212301 145.330857
  2858. L 217.880702 142.487066
  2859. L 218.549103 137.675786
  2860. L 219.885905 144.095418
  2861. L 220.554306 144.022189
  2862. L 221.222707 137.174388
  2863. L 221.891108 142.476241
  2864. L 223.227911 145.681594
  2865. L 223.896312 145.097318
  2866. L 224.564713 142.851516
  2867. L 225.233114 142.958041
  2868. L 225.901515 144.654092
  2869. L 226.569916 143.452986
  2870. L 227.238317 141.807882
  2871. L 227.906718 142.11489
  2872. L 228.575119 143.324732
  2873. L 229.24352 142.38561
  2874. L 229.911921 143.995586
  2875. L 230.580322 143.394046
  2876. L 231.248723 144.417401
  2877. L 231.917124 143.091967
  2878. L 232.585525 143.056916
  2879. L 233.253926 145.092581
  2880. L 233.922327 144.09966
  2881. L 234.590728 143.692165
  2882. L 235.25913 144.189787
  2883. L 236.595932 142.946161
  2884. L 237.264333 143.058786
  2885. L 237.932734 142.095181
  2886. L 238.601135 141.611041
  2887. L 239.269536 144.197547
  2888. L 239.937937 143.098177
  2889. L 240.606338 143.010589
  2890. L 241.274739 137.767674
  2891. L 241.94314 142.634321
  2892. L 242.611541 141.87147
  2893. L 243.279942 143.393997
  2894. L 243.948343 144.282642
  2895. L 244.616744 141.74159
  2896. L 245.285145 145.112207
  2897. L 245.953546 140.355572
  2898. L 246.621947 144.122257
  2899. L 247.290349 144.932658
  2900. L 247.95875 142.341301
  2901. L 248.627151 142.851335
  2902. L 249.295552 143.999621
  2903. L 249.963953 141.883482
  2904. L 250.632354 124.846988
  2905. L 251.300755 134.381917
  2906. L 251.969156 140.295513
  2907. L 252.637557 142.327547
  2908. L 253.305958 142.084283
  2909. L 253.974359 143.937595
  2910. L 254.64276 143.800712
  2911. L 255.311161 142.24951
  2912. L 255.979562 142.933616
  2913. L 256.647963 144.595606
  2914. L 257.316364 142.486075
  2915. L 257.984765 144.111504
  2916. L 258.653166 144.416331
  2917. L 259.989969 142.085644
  2918. L 260.65837 141.892266
  2919. L 261.326771 143.661851
  2920. L 261.995172 142.297804
  2921. L 262.663573 139.734303
  2922. L 263.331974 141.447461
  2923. L 264.000375 143.871507
  2924. L 264.668776 143.392345
  2925. L 265.337177 139.404931
  2926. L 266.005578 142.258789
  2927. L 266.673979 139.261978
  2928. L 267.34238 143.339977
  2929. L 268.010781 142.183655
  2930. L 268.679182 143.419008
  2931. L 269.347583 142.435687
  2932. L 270.015984 141.794115
  2933. L 270.684385 145.027582
  2934. L 271.352787 143.160954
  2935. L 272.021188 141.808535
  2936. L 272.689589 141.862936
  2937. L 273.35799 144.701785
  2938. L 274.026391 141.761971
  2939. L 274.694792 139.343756
  2940. L 275.363193 143.871598
  2941. L 276.031594 140.190621
  2942. L 276.699995 140.639856
  2943. L 277.368396 143.216002
  2944. L 278.036797 142.530767
  2945. L 278.705198 143.816828
  2946. L 279.373599 141.460252
  2947. L 280.042 143.58641
  2948. L 280.710401 142.227481
  2949. L 281.378802 141.264689
  2950. L 282.047203 144.374867
  2951. L 282.715604 141.51223
  2952. L 283.384006 143.437466
  2953. L 284.052407 143.449175
  2954. L 284.720808 141.039889
  2955. L 285.389209 141.433852
  2956. L 286.05761 143.858092
  2957. L 286.726011 141.896228
  2958. L 287.394412 140.434865
  2959. L 288.062813 142.430579
  2960. L 288.731214 143.688312
  2961. L 289.399615 141.898271
  2962. L 290.068016 141.189185
  2963. L 290.736417 141.824162
  2964. L 291.404818 144.778136
  2965. L 292.073219 141.646058
  2966. L 292.74162 140.870039
  2967. L 293.410021 141.802903
  2968. L 294.078422 141.988563
  2969. L 294.746823 140.506443
  2970. L 295.415225 142.012323
  2971. L 296.083626 143.166136
  2972. L 296.752027 141.443421
  2973. L 297.420428 141.3033
  2974. L 298.75723 143.170533
  2975. L 299.425631 143.810407
  2976. L 300.094032 143.583231
  2977. L 300.762433 141.247992
  2978. L 301.430834 143.524693
  2979. L 302.099235 143.894392
  2980. L 302.767636 141.308049
  2981. L 303.436037 144.766084
  2982. L 304.104438 139.502899
  2983. L 304.772839 144.116616
  2984. L 305.44124 140.358219
  2985. L 306.778042 144.197313
  2986. L 307.446444 141.268355
  2987. L 308.114845 140.292864
  2988. L 308.783246 144.149947
  2989. L 309.451647 140.740146
  2990. L 310.120048 140.957391
  2991. L 310.788449 142.387258
  2992. L 312.125251 142.324707
  2993. L 312.793652 144.401635
  2994. L 313.462053 140.200274
  2995. L 314.130454 143.085114
  2996. L 314.798855 142.845069
  2997. L 315.467256 138.136258
  2998. L 316.135657 141.500764
  2999. L 316.804058 141.41078
  3000. L 317.472459 141.795618
  3001. L 318.14086 143.241771
  3002. L 318.809261 141.875119
  3003. L 319.477663 142.283404
  3004. L 320.146064 145.59997
  3005. L 320.814465 142.078826
  3006. L 321.482866 141.046921
  3007. L 322.151267 142.494618
  3008. L 322.819668 140.150167
  3009. L 323.488069 138.290215
  3010. L 324.15647 144.516889
  3011. L 324.824871 140.549273
  3012. L 325.493272 141.610031
  3013. L 326.161673 143.089352
  3014. L 326.830074 138.729638
  3015. L 327.498475 143.83102
  3016. L 328.166876 134.301312
  3017. L 328.835277 143.730258
  3018. L 329.503678 141.34863
  3019. L 330.172079 142.651177
  3020. L 330.84048 143.203239
  3021. L 331.508882 145.021519
  3022. L 332.845684 141.509476
  3023. L 333.514085 144.517607
  3024. L 334.182486 142.355629
  3025. L 334.850887 141.671803
  3026. L 335.519288 143.271867
  3027. L 336.187689 142.559042
  3028. L 336.85609 139.398194
  3029. L 338.192892 142.250111
  3030. L 338.861293 141.225725
  3031. L 339.529694 142.478265
  3032. L 340.198095 144.60699
  3033. L 340.866496 143.826807
  3034. L 341.534897 142.813725
  3035. L 342.203298 144.013219
  3036. L 343.540101 141.589802
  3037. L 344.208502 142.154395
  3038. L 344.876903 144.262051
  3039. L 345.545304 142.214396
  3040. L 346.213705 142.146373
  3041. L 346.882106 145.017813
  3042. L 347.550507 142.592728
  3043. L 348.218908 144.596428
  3044. L 348.887309 142.579778
  3045. L 349.55571 141.897608
  3046. L 350.224111 143.924963
  3047. L 350.892512 141.845795
  3048. L 351.560913 143.228433
  3049. L 352.229314 143.464155
  3050. L 352.897715 140.611664
  3051. L 353.566116 144.505665
  3052. L 354.234517 141.522645
  3053. L 354.902918 141.040803
  3054. L 355.57132 137.588581
  3055. L 356.239721 142.867283
  3056. L 356.908122 142.854489
  3057. L 357.576523 143.046395
  3058. L 358.244924 142.471679
  3059. L 358.913325 145.505903
  3060. L 359.581726 142.771954
  3061. L 360.250127 141.309014
  3062. L 360.918528 144.704339
  3063. L 361.586929 143.30753
  3064. L 362.25533 143.850631
  3065. L 362.923731 142.549954
  3066. L 363.592132 143.018443
  3067. L 364.260533 144.484745
  3068. L 364.928934 141.719666
  3069. L 365.597335 141.142924
  3070. L 366.934137 144.16601
  3071. L 367.602539 137.075752
  3072. L 368.27094 138.659839
  3073. L 368.939341 144.492574
  3074. L 369.607742 142.03742
  3075. L 370.276143 143.184063
  3076. L 370.944544 143.027745
  3077. L 371.612945 141.736836
  3078. L 372.281346 139.051378
  3079. L 372.281346 139.051378
  3080. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  3081. </g>
  3082. <g id="text_13">
  3083. <g id="patch_15">
  3084. <path d="M 18.697188 136.637868
  3085. L 29.458438 136.637868
  3086. Q 31.858438 136.637868 31.858438 134.237868
  3087. L 31.858438 126.495368
  3088. Q 31.858438 124.095368 29.458438 124.095368
  3089. L 18.697188 124.095368
  3090. Q 16.297188 124.095368 16.297188 126.495368
  3091. L 16.297188 134.237868
  3092. Q 16.297188 136.637868 18.697188 136.637868
  3093. z
  3094. " style="fill:#ffffff;opacity:0.8;"/>
  3095. </g>
  3096. <!-- FD -->
  3097. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  3098. <use xlink:href="#DejaVuSans-46"/>
  3099. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  3100. </g>
  3101. </g>
  3102. <g id="text_14">
  3103. <g id="patch_16">
  3104. <path d="M 290.289663 133.502243
  3105. L 365.209663 133.502243
  3106. Q 366.409663 133.502243 366.409663 132.302243
  3107. L 366.409663 128.430993
  3108. Q 366.409663 127.230993 365.209663 127.230993
  3109. L 290.289663 127.230993
  3110. Q 289.089663 127.230993 289.089663 128.430993
  3111. L 289.089663 132.302243
  3112. Q 289.089663 133.502243 290.289663 133.502243
  3113. z
  3114. " style="fill:#ffffff;opacity:0.8;"/>
  3115. </g>
  3116. <!-- max: 0.635 $\bullet$ mean: 0.126 $\bullet$ $\sigma$: 0.063 -->
  3117. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3118. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3119. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3120. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3121. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3122. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3123. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3124. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3125. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
  3126. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
  3127. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  3128. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  3129. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3130. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  3131. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3132. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  3133. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  3134. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3135. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3136. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  3137. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  3138. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3139. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  3140. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-32"/>
  3141. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-36"/>
  3142. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  3143. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3144. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  3145. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3146. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3147. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3148. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  3149. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3150. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  3151. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-36"/>
  3152. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-33"/>
  3153. </g>
  3154. </g>
  3155. <g id="text_15">
  3156. <!-- 0.24 -->
  3157. <g style="fill:#d3d3d3;" transform="translate(11.0175 139.123262)scale(0.03 -0.03)">
  3158. <use xlink:href="#DejaVuSans-30"/>
  3159. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3160. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3161. <use x="159.033203" xlink:href="#DejaVuSans-34"/>
  3162. </g>
  3163. </g>
  3164. </g>
  3165. <g id="axes_6">
  3166. <g id="patch_17">
  3167. <path d="M 15.161346 278.112
  3168. L 18.697188 278.112
  3169. L 18.697188 150.37824
  3170. L 15.161346 150.37824
  3171. z
  3172. " style="fill:#ffffff;"/>
  3173. </g>
  3174. <g clip-path="url(#pdc3c9c425b)">
  3175. <image height="950" id="image12b5494fa1" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3176. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ENABAARNGLyhRERWMhi1jMLGqbMAMNid+89ifXnXxt00gSAAAAAMABw5Z78RzcCxvAHuoxcUIAAD5mAbyPDYT3wP0dAAAAAElFTkSuQmCC"/>
  3177. </g>
  3178. <g id="matplotlib.axis_11"/>
  3179. <g id="matplotlib.axis_12"/>
  3180. </g>
  3181. <g id="axes_7">
  3182. <g id="patch_18">
  3183. <path d="M 18.697188 278.112
  3184. L 372.281346 278.112
  3185. L 372.281346 150.37824
  3186. L 18.697188 150.37824
  3187. z
  3188. " style="fill:#ffffff;"/>
  3189. </g>
  3190. <g clip-path="url(#p9ba9226e55)">
  3191. <image height="128.16" id="image2f2494a623" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3192. iVBORw0KGgoAAAANSUhEUgAAAewAAACyCAYAAACA2fxTAAAABHNCSVQICAgIfAhkiAAAIABJREFUeJw8m2dYDvz7xj/tpRTtoaS9NyqVVERGnrLSY4+Hx8wej+ydHdkiW6RES1I0VCLSTkNDEu2p/4v/8bvf3e/u47iP676+53Wen1PIwcFhYNy4caxfv57Dhw/z7ds3xo8fT1RUFJWVlWzdupVXr17R0tLC33//zY8fP8jLy6O7u5u0tDRkZGTYtGkT3d3dSEpKUlFRQUFBASEhIRw/fpyCggLMzMx48eIFly5dYvbs2djY2ODl5cW3b99YvXo1UVFRyMnJkZOTQ1hYGAsXLkRcXJy6ujqOHTvG9OnT6e3t5dOnT6xbtw4NDQ2qq6tRVFSku7ubzs5ObG1tKSoq4s+fP4iKipKXl0d5eTm+vr6MGjUKXV1dTp48iZKSEvHx8SQmJuLh4cGdO3e4efMmiYmJBAYGsnTpUmbOnImnpydLly6lpKSEjo4Orl69SmRkJCtWrODUqVOsWrUKY2NjLl26hJGREWPHjqWlpYVz584hJSWFh4cHCgoKXL16lY0bN7J3717k5OQwNjamvLycTZs2AfD+/Xt27NiBnZ0dLi4uSElJoaCggIODA8XFxcTExODg4EBLSwvh4eGUlZWxZMkS4uLiePfuHcrKyowbN45Xr15x6tQp/vz5w9evXwHIyspCT0+Pmzdv4uTkhLKyMjIyMqipqaGpqcnHjx9xdXUlMjKSjIwMbG1tGTt2LPv27aO8vJytW7eSk5ODpaUlampqPH36lJUrV5KVlYW4uDgiIiLMnTuXqKgo7ty5w7Rp08jJycHf3x8fHx8+f/5MfX09IiIiXLp0ic7OTjQ0NFBVVaWyspIRI0Ywffp0Zs+ezeXLl3F2dkZaWhp1dXX27t2LmpoaO3fuJD09nalTp/Lq1Su2bdvG5cuXKSkpYfPmzfz999/s3LmTpqYm5s+fT1paGiEhISQkJFBQUEBUVBQuLi5s3ryZ48ePs2PHDmbOnElvby8dHR04OTnh4eFBeHg4GhoazJkzB29vbzw9PSkpKUFISAgbGxtSU1Oxt7dn7NixzJs3j127dtHZ2cmHDx8AqK2tRUZGBiUlJVJSUpg1axY+Pj4UFBTQ1dXF/fv32bhxI319fTQ3NxMfH4+2tjYDAwOEhoZSWVnJkSNHiImJ4a+//mLYsGF4e3sTFxfHP//8w40bNygrK6O8vJyRI0fi5uZGZ2cnR48eZdy4cfT19fHs2TMqKys5duwY8+fPR1VVld27d/P69Wtmz57N3Llz+eeff3Bzc+PRo0eIiIjw77//oqKiQlBQELGxsTx48IAbN24gJCREaGgoUVFRVFVVIScnx4ULF3j9+jX6+vpYW1uTkpLCv//+S3BwMLNmzaK6upo/f/5QXFzM6NGjMTU1ZdiwYdy5c4exY8eye/duDh06RF5eHlOnTmXEiBHk5eWRkpJCY2Mj0tLSFBYWYmtri7OzMwABAQFIS0tjYWGBg4MDEyZMwMDAgJUrV+Lq6sq5c+dYuHAhV65cwdLSkvT0dP766y+MjY0xMzPjzJkz6Ovrc+LECWJiYujv7yciIgILCwvmz5/P06dP6enpYe3atWzatIkbN25w9OhRLl26hJiYGDY2NowaNYrVq1cTGBiIq6srkyZNwszMjF27dqGrq8u9e/cwMzOjurqanp4evL296enpYcqUKdy+fZuEhAQ0NDQYPXo07969Y/r06Tg5OSEiIsKKFSsoLS1FWFiYxYsXc/HiRSwtLREWFqa+vp6RI0eSkpKCvLw8s2bNYvHixezbt49Hjx7x8eNHTp8+zV9//cXKlStpbW1l2bJlhIeH09jYSHNzMzExMaxdu5bnz58jLy/Pv//+i7OzM3fu3GHJkiVoamoyffp0oqOjOXXqFO7u7oSGhvLw4UP8/Pz4/v07lpaWtLa2cunSJV6/fk1kZCRSUlJUVVXR0NBAZmYmCxcuxN/fn+DgYLq7uzEyMkJdXZ3Tp0/T29uLl5cXzs7O5Ofn4+zszIsXLxgzZgzW1tYAHD16FGNjY4qLi3F2dkZNTY2DBw8yMDBAcnIy165dIzw8HG9vb7y8vAgLC6OiogJra2vu3LlDT08POjo6LFy4kPb2dtra2nj37h1NTU34+fmhrq5OY2Mjhw4dYtWqVTQ0NPD9+3ceP37M69evkZaWZu7cuVhZWaGvr094eDhCQkK4uLhQUlKCvLw8Hz58QEREBAMDAxwcHMjOzmb+/Pns2bMHe3t71q5dS11dHStWrGDq1KlcvXqVX79+sX79euLi4rC0tKS/v5/q6moMDQ2ZMWMGT58+JTs7m61bt5Kbm8vv37+pr6/H0tKSyMhIrl+/TkBAADIyMjQ3NyPi5OQUDCAqKoqqqirBwcGsW7eOkSNHoqenx+vXr8nPzycoKIisrCzMzMyQlJTk3bt3JCYmcuvWLXJycjhz5gwLFizAwcGBoqIiDhw4gJeXF6mpqezZs4eqqirq6uqwtLSkoKCAuro6pKWlWbFiBQoKCuTk5LB//35mzJhBWVkZYmJimJubM2/ePIKCglBUVGTOnDkICQnR29vL6dOnaW9vJyIiAhUVFUpLS8nPz6e3t5fKykpaWlowMjKioaGBP3/+cOfOHUpLSwE4d+4ce/fuJSoqiiVLlrBz507U1dVJT08nIyODrKwsAA4ePMiFCxdISEhg69at+Pr68ufPH1xdXenv7+fly5dkZmZiZ2eHkpISFy5c4NOnT2zbtg0PDw8yMjJYuXIl2dnZBAYG0tDQQGpqKgsXLmTXrl3ExcXR2NjIq1evWLFiBX/+/KGzs5Pe3l7y8vKor69n+PDhPH78mJ6eHkxNTbGyssLCwoL6+npyc3P5+vUr9vb2GBsbEx8fz7Bhw5CWlkZYWJijR49ia2tLbGwst27dYt68eezbtw8hISGKioqoqqqiv78fIyMjTp48yZUrV6ipqaGwsBATExN6e3sZN24cZmZm5OfnM2rUKAwNDenq6uL169d8/fqVtLQ0JCQksLCwwN3dHQUFBcTFxTl//jyysrL4+vry8eNH4uLiePXqFdOnT8fOzg5DQ0Py8vK4c+cO5ubmiImJsXPnTmpra1FQUKCoqIioqCiqq6sxNzdnwoQJFBUVISQkRGdnJ48fP+b9+/eMGDGC4OBglJWVUVRUJCUlhYaGBtLS0qioqCA/P58TJ04QFxeHk5MTampqtLW1oaamxowZMzhy5AiNjY14enpSUFDA3LlzGTFiBOfOnUNDQwNLS0tGjx7NvHnzqKqqYsGCBYiJiWFlZUV+fj729vYkJydjbW2NoaEh48aNQ1JSkqFDh/L06VMOHz4MwMDAALq6ujg7O7N9+3Zqa2txd3dHU1MTfX19fv/+TWVlJaamptTW1iIvL8+JEydwcXFBTk6Onp4eoqOjMTU15du3b0hJSZGbm4usrCwiIiKsX78eBwcH/Pz8qK+vx8rKioiICCorKxk0aBB1dXUYGhoybdo0ysvLWbp0KS4uLtTX1xMSEkJqaiq/f/9m//79ADg5ObFjxw4KCgqorq7G1taWrKwstLW1KS0txcnJiebmZoFAGz58OGfOnEFeXp4pU6bw999/IyYmxrt37wgKCkJPT4++vj7evXvHoEGDCAkJQU9Pjy9fvjBkyBBqa2s5c+YMlZWVjB49msePHzN69GhsbGwwMTHBw8MDCwsLBg8eTEZGBidPnuTIkSP09vbi5ubGjBkz+PDhAx8+fMDe3l4g/mfOnMnGjRsJCwvj48ePVFVVMWHCBCQlJbG2tiY3N5c5c+YwaNAgDAwMePHiBUVFRdTU1BAbG8vEiRO5du0aAQEBKCgoEB4eLhB379+/JyEhgSVLlmBnZ0dhYSGampo0NDRQXl7OjBkzePHiBUpKSlRXV+Pv709PTw8nTpzA398fb29vCgoKaG5uRkdHh3Xr1nH8+HGUlZUpLS1FXFycr1+/4uPjg7S0NPfu3aO5uZmdO3ciIyODgoICP3/+ZOfOnWRmZtLa2oqtrS3p6ekUFBSwYMECrKysaGtrQ15eHicnJ/bt20dZWRk/f/5EU1MTOzs70tLS8PDw4PLly+jr65OcnIy6ujpfvnzhxYsXeHt7U1xcjI+PD8+ePeP9+/c4ODhw5swZjI2NsbOzY9++fXh7ezN37lyys7Pp6elh06ZNTJgwgd+/fyMnJ4elpSVPnjwhJCSE8PBwRo0ahbW1Nc+ePcPPz49Xr17x5MkTGhsbsba2JjExEUlJSdasWcO6detYsmQJe/bsoaurCwUFBaysrBATE+P58+fcvHmTZ8+eYWpqSlpaGh0dHWRkZKCurk5MTAw3b97E3t4eRUVFfv78iYGBAVlZWaSnp5OVlUVhYSF37tzhypUrGBkZMWvWLMaNG0dLSwspKSkoKioyf/58hgwZwps3bzhz5gx2dnaYmprS2trK+vXrcXJyQkxMDA8PD1JSUoiKiiIgIABtbW2cnJyorKxEVlaWRYsWkZKSwv379+np6aG5uRlZWVnS09PJy8ujs7MTa2trHB0defjwIb6+vmRkZFBRUYHIp0+fglNTU1mzZg2rVq1CQUGBYcOGsWjRIn7+/El3dzc2NjZ8/fqVly9f0tPTQ1dXF0pKSnh4eGBubo67uzvR0dHY2NiQmJjI5s2bKSsrw9TUFFtbW7Kzs8nOziY1NRVHR0emTJlCfn4+Ghoa2NjYsGXLFqytrRk/fjyysrKYmJiwYcMG5s+fT2ZmJsnJybi6upKeno6npyfJycnU19fT0dFBXl4e2dnZKCgo0Nraio2NDS9evGDcuHFISUkhIiKCqKgompqa1NbWsnr1apycnLCyssLExARRUVFWr15NXl4exsbG7N+/HyEhISIiIsjJySEvL4+srCzBBaGnp8fVq1fx8vJCRUWFCRMmICMjI3ASjIyMaG9vZ+vWrbi4uJCamoqxsTF+fn5ISkpibGxMamoqixYtYvjw4ezcuZP+/n6OHDnCjRs3mDJlCk+ePEFHR4cvX75QVlZGW1sbZmZmtLe3s2vXLq5du0Z8fDy+vr5cunSJP3/+YG5ujqqqKi0tLXR0dDBs2DDU1dX59u0b+fn5BAcH09zczK1bt6ipqeHnz5+MGjUKJSUlZGVl2bx5M5GRkYSHh/P27VuWLFmCgoIC8fHxdHZ24ujoiLKyMidPnsTc3JzNmzcjIiLC6dOnMTMzQ0dHh5SUFHp6eti/fz/Dhg1jyJAh6OvrM378eD58+EB4eDj379/nw4cPfP/+HWtrazQ1NRESEqK7u5vc3FxycnIYP3482tra/PnzBwMDA0aMGMGXL18ICgpizZo1VFVVMX36dN6/f4+npycKCgpISkrS09NDTk4OlZWVjBw5EhsbG65du4a1tTU3b94kLy+PDRs2sHnzZuTl5enr66OoqIjBgwdTUVHBy5cvWbp0KSEhIWhoaODr68vIkSM5dOgQ4eHhFBQUCL7nxIkTyMrKsnv3bs6ePcvXr1/JysoiKSmJ+vp61q5di4iICDY2NhgZGfHu3TskJCQwMzNj+/bt/Pjxg4yMDPz8/NDQ0GDv3r2MGzeOoUOHUldXh5aWFgoKCqSkpLB161auX7/Ov//+S0NDA6NGjaKkpARtbW2GDRtGZ2cndnZ2DB8+HD09PaKjo/nw4QMWFhasWrWKqqoq1NTUmDlzJoaGhrS2tjJs2DCePHmCuLg4KSkpXLlyBSsrKyorK/Hx8WHTpk2MHTuWLVu2oKmpSUtLC15eXujr6+Pi4kJdXR2/fv0iJSWF0NBQRo0axezZsykqKsLOzo7Y2FjU1dUZPXo0XV1dZGZmsnbtWlpaWnj27BkKCgocPHiQ79+/c/fuXeTl5cnKykJXV5ft27fj6elJVVUVqqqqzJ07l+rqai5cuICpqSmfP3/mxYsXODo6oq+vj6ysLAEBAVRWVvLw4UNkZGTIy8vDyckJeXl5VFVV+fTpE1JSUqSkpLB8+XLq6uqwtbWlqakJdXV1TExM2L17N8bGxsjIyKCurk5oaCi3bt1i+vTpKCsrs2zZMlpaWpCUlKSkpITs7GyWLl1KeHg4KSkp7Nu3jy1btmBkZIS7uzvl5eUoKSlRWlpKf38/cXFx+Pr6Ulpayo4dO2hsbGTx4sW8fv2a9+/fEx8fz4QJEzhx4gSOjo58+/YNISEhFi5ciI6ODkJCQrx584atW7fi6uqKiIgI0tLS1NXV4eDggKqqKl++fMHOzo6EhATExMRIT0/ny5cvzJw5k4aGBoqLi1m2bBnz58/n2LFjnDhxAnNzc0aNGoWenh7Pnz/Hz8+PIUOG8PHjRyoqKlBRUcHKyoqdO3eyevVq3NzcSE5OZsWKFaSkpKCkpIS+vj4hISE8f/6cxsZGEhMTmTBhAk+fPkVPT49Hjx4xefJkhgwZgpiYGJ6envj4+ODv78/UqVOpq6tDQ0ODX79+oauri5+fH1++fCEvL4/AwEAkJCQETsXJkyfR1dVl2bJl1NfXo6enx7lz5+jr60NKSoq0tDTs7Oz4/PkzVlZWuLu7U11dTU1NDffv32fevHnU1tYiKipKZ2cn+fn5BAQE8OfPH5KSkrh+/TrR0dFYWFgAEBUVRXR0NJ2dncjLy3Ps2DE+ffrEjRs32L17N2/evGHx4sVISEjw/ft36urqaGpqQllZmYULF5KSksKvX7+Iiopizpw5ODo6EhQUREpKCu3t7WzcuJFLly5hY2NDS0sLIiIiXLlyhT9//jB8+HAsLCyIjY1l/fr1iDQ0NAQXFxdjb29PaWkpOjo6VFZWsmjRIrKysrC3t8fCwoKXL1+ira2NgoIC//zzDz09PZw8eZL29naKiorIz89n+vTpVFRU4OXlxebNmxEWFubChQv8+PGDV69esWTJEt69e8fdu3dRUlLC2dlZ8Lh3dHRw5swZTp06xaRJk/j9+zcRERG4u7vj5ubGw4cPCQkJ4dy5cxw8eJCsrCyGDBlCS0uL4A/15csXAMTExBASEiIlJQV7e3vOnj2LhoYGlZWVXL16lUuXLuHv74+hoSEFBQVYW1tz6tQpoqKi0NbW5sSJE8yaNYuEhATs7e0REhJCRUWF5cuXk5aWxtSpU5GRkSEiIoKUlBSGDx+OlpYWFhYWBAcH09vby7x588jJyWHz5s1MmTKFgoICAgICqKuro6ioiH/++Yfo6Gi2bNnCxIkTcXNz4/jx4/T09CApKUlqaiqamppMnToVc3NzSkpK2LVrF5WVlbx8+ZLy8nKCg4ORlJTkz58/REZGYmJiwufPn2lqaqKvr4+2tjYkJCS4fv068fHx1NbWcuPGDcaPH4+rqyupqak0NTVx9epV7t+/T3d3N0uWLMHf35+ysjLq6+sxNzfHwMCAL1++MHHiRMESunz5Ml5eXrx//x4VFRW6urooKCigpqaG5uZm7OzsCAoKwsbGhlu3biErK0tQUBAzZ87k9u3bXLhwgfT0dAoLC/H09KS0tJTx48dTWlpKUVER3t7e9Pb24u/vz6xZs5CVlSUyMhI5OTkWLVpEbGwsysrKREZGMmrUKOrr6xk8eDBtbW2MGjVKYMdqamrS1taGu7s7ysrK6Orq0tLSgoWFBZcvX+b8+fOYmZnR0dGBjIwMmpqa9PX1YWxsTFxcHD9//mT27Nno6emhoKDA4cOHUVJSYt26dbx9+5YdO3bQ0tLC4MGDuXnzJhMnTsTFxYXW1lYWL16Mvb09sbGxzJkzh66uLt6/f8/Dhw/5/v07aWlp9Pf3M2TIEM6dO8ewYcPQ1tbG1taWW7du8eTJEy5cuMC8efPw8vLi5MmT2NvbIyYmJrDVkpOTERUVpb29HVVVVYHIcXR0pLS0lM7OTsaMGYOwsDADAwOYmZnR3d1Nfn4+KSkpeHp60tjYiJiYGFVVVaxdu5bjx4+zc+dOcnNzKS8v57///uPEiROcPHmSiIgIZGVl+fr1K8+fPycpKQkxMTFSUlIwNTWlp6eHe/fusWnTJh49eoSFhQVjx45FU1OThQsXCmIQJycnkpKSOHLkCFJSUmzevBkFBQWWL1/OokWLUFRUpK+vj66uLt68eYOLiwstLS2kp6ezZMkSmpqaWLVqFba2toiJifHixQuuXr2Kr68vhw4doqSkhPHjx6OoqMi7d+/+304UEaG5uZlly5YxbNgwVqxYweLFi5k/fz5RUVH4+Phga2vL2rVr6e/vp6amBkNDQ6ysrCgqKiItLY0DBw7g6enJ/fv3+f37N0JCQgwdOhQ1NTVyc3NJT08XRAd1dXUkJiYiKyuLubk5N2/exMDAgKCgIP755x+B/e/h4cHLly85e/YsY8aMYc2aNRgYGLBu3ToeP37Mu3fvePr0KSYmJlRWVjIwMMDWrVvZv38/CxcuRE5OjoGBAf777z/Gjh2Lrq4uHz9+ZNKkSZSUlLB06VL27duHs7Mzra2t/Pnzh2PHjvH8+XPmz5/PoEGD0NbWJisrCwUFBZKSkoiMjGT27NkEBwfz9OlT2traMDQ0JDg4mFu3bjFnzhzi4uKYN28e58+fx9HRkd7eXkEUtW3bNjQ0NNDW1iYkJIS3b99y4cIFtLS0GDt2LH19fcjJyaGlpYWwsDD379/ny5cvxMbGoqenx7Jly5g7dy42Nja8fPkSZ2dnxo0bR3h4ODExMTx69IiWlhYiIyOpqamhs7OT+vp6MjIyWLt2LcLCwvj4+CArK8u0adNIT08nOTmZly9fUlhYiJKSElpaWoiLi6Onp8e0adPo6uqivb1d8KgqKSkhLy9PTk4OXl5eBAUF0dPTQ25uLi0tLfj4+ODh4cHq1asxNDQkJiaGRYsW0dPTQ2pqKuvWrePRo0dcunQJNTU1zpw5w9mzZ1m8eDGzZ8/m9+/fyMjIkJ2dzbp161BQUODMmTMUFBSwfft2NmzYwLFjx9DX10dERITe3l5E9PX1g8+fP4+0tDTa2tro6OgwfPhwnjx5gouLC9OnTyciIoJZs2aRlZWFhYUFjo6OXLhwgeHDh2Nra0tvby8DAwMYGBggKSmJjIwM9fX1RERE8PDhQ3p7e9m4cSOurq58/vwZb29vxMXFCQ0Nxd3dnYqKCnx9fenq6mLjxo1s27aNR48eISQkRExMDL6+vjQ2NvLr1y9GjBjB7du3qays5OTJk4iIiHDs2DHKyspoamri6NGj6OjoCH7Eq1ev4u3tzfbt29m/fz/29vZ8+vQJSUlJ4uPjuXjxIq9fvyYwMBBnZ2eWLl2Kh4cHT58+xcfHh4qKCuTl5dHX1yc/P5/+/n709fW5ceMGOjo69PX14ejoiLy8vEB5S0tL8/fff7NlyxZB5lZYWIi4uDjt7e1YWFgwceJEZs6cSU1NDRISEnz9+hVJSUkOHTrE5s2baW1tRVxcnMWLF/P3338zMDDAiRMn2Lp1K7t27cLOzo6ioiJaW1sJDQ1FUVERX19fenp6+PTpE+PHj2fLli0EBwczaNAgjh8/jpOTE3fv3iU2Npb09HSMjY35+vUrjx494p9//iEhIYGOjg5qamoEC8XAwIBjx45hamrK+/fv2b59OxUVFfz1118kJiayevVq4uPjERUV5erVqxw6dIiGhgbGjRvH/fv3SU1NxczMDCUlJQ4cOMCRI0eorKwkKCiIyMhIfv78iYaGBocOHcLAwAB7e3sOHDhAfX09hoaGVFVV8ejRI1RVVfn3339JT08X5OdGRkZcvXqVpqYmfH19qampQUhIiJqaGtzd3enq6iIxMZEzZ87g5+fH2rVrWbBgAerq6jx48ABtbW0KCgpwdnZmx44dnD59mpCQEEEkYGZmRlhYGPv370dcXBxfX188PT25c+cOM2bMoLi4GCMjI4YMGUJlZSW7d+/GycmJ//77jwkTJvDz508cHBxoa2vD3NyciIgItLW1kZeXR0JCgsDAQMaNG8fbt2+ZO3cuSUlJPHnyhLCwMM6fPw9AaGgo8fHxeHt7o6WlRVFREc3NzWhpafHs2TPMzMxIS0vD3d0dd3d39u7dy8ePHxk8eDAWFhaIiopy+vRpNmzYgJycHM3NzfT19WFqaoqYmBh2dnZISkqSm5uLoqIi6urq6OnpkZ2dTW9vL6NHj6a2thZnZ2ccHR2xs7MjPz+fmTNn0tLSwqpVq1i7di2/f/+msbGRmTNnEhsby9ixY+nu7kZYWJgbN27Q39+PjY0NWlpa9Pf3c/LkSYyNjbGxsWHGjBk8f/6cwsJC8vLyuHjxIuLi4kyePJnm5maeP39OU1OT4FpuaGhg9OjRSEtLU1JSgp2dHQ8fPmTcuHHIysoyZ84cbt++LcimS0tLiYmJQUhIiNraWiZNmkRkZKRgF2zcuJH29nZGjx5NQEAAGzZs4MuXLwgJCSEtLc3Ro0dJTk7Gz88PY2NjjI2N0dfXp729neTkZP755x+UlJR48+YNK1euZMaMGYKo5/Lly8TGxvLx40e6urro6urCwcEBHR0dJk+ezJMnTxg/fjyGhoZERkayevVqfv/+TUxMDEFBQRQUFGBnZ8emTZtwdXWlpqaGe/fuERgYSG9vL4sXL2bt2rWMGTOGJ0+eICMjw6NHjygsLOTt27cEBAQQGhqKlpYWd+7cYeLEiaxatQplZWX6+/tJSUkRZL+6urrIysoKOJIlS5bg6elJZWUl+vr6aGtr4+7ujoGBAe3t7XR0dCAqKsqdO3eQlZXl4cOH6OjoMGXKFBYtWoSlpSUTJkxg8eLFLFy4EDc3N2xsbOju7mb58uWIiIgwYcIEJk2ahI+PDykpKezfvx8rKyuBgCgvLycgIIBJkyYJ3MoRI0ZgYmLCyJEjKSgoYOzYsYiIiGBtbY2qqioODg5ISEiQlZXFrVu38PHx4efPn6ioqPDs2TO0tbWJjIwkJyeHlStXUlxcjJSUFImJiYSEhNDT08Phw4fp6+sjKyuL6upqvLy86O7uJi8vj3Xr1pGZmYmVlRXPnj0jMDAQU1NTFi9eTHx8vMCJ6ejoQEJCQpDTV1eXles0AAAgAElEQVRXo6Ojg4mJCbm5uXz8+BEnJyfWrFmDqqoqy5cvZ9KkSZw8eZKpU6fy5MkTjh49SmJiImPGjGHUqFGIVFdXB6empjJ37lyCgoKwtbXl48eP2Nvb8/LlSxoaGoiJiUFNTY3+/n5u3rzJ48eP0dLSoqysjO3bt3Pw4EH8/f2Ji4sjMDCQsLAwhISEuHXrFu3t7dTX12NiYsLYsWPx9PSkoaGBhIQEREREcHR05Pz58xw+fBgdHR0GBgZQVFTk2bNnqKqqCi4iISEhHj58yMiRI/n3339xc3MjKiqKtrY22tvb2bt3L6GhoSQkJLB8+XJOnTrFxIkTsbW1ZdOmTcyfP583b96QmJjIqFGjOH/+PMOHD2fu3LlcuXIFZWVlBgYGaGpqIiMjg4ULFyIvLy/ItdasWQOApKQkd+7cYdmyZZSUlGBsbMz8+fP5/PkzIiIiFBYWsnz5cvLy8hg2bBgrV67k+/fvBAcH8+rVK+zs7PDz80NBQQEXFxd+/PiBqakpT58+5cSJEwQHB/P27VvevXuHj48PtbW1bNiwAS8vL44ePcr169fZtWsXlpaWfP78mR8/fmBoaIisrCwRERF4eHigrKxMSEgIU6dOJSwsDHd3d6ytrQWLXlFREQMDA0JDQ5GXl2fZsmVkZWVhampKeno6AQEBpKWlUVVVhb6+PpcvX6a7uxtdXV18fHyYM2cOT5484efPn9y6dYumpibMzc1xcnLi1KlT+Pn50dDQQFdXFwYGBvT09FBeXo6amhrS0tIoKysTFRXF9evXyc3NZfbs2ZiYmNDf34+lpSUeHh4cPnyYsLAwioqKmD17Njdv3qS/v5+tW7eydOlSsrOz8fLyYsyYMWzYsIGuri7q6urIyclBSEiITZs2cfjwYYE61tHRYenSpQgLC3Pq1CkKCgqwtLQkNzcXLS0t1NXVCQ8PF1iiN27cQF9fH4COjg5ycnLIzs6mvr6e8PBwtLS0GDNmDG/evGFgYIDc3FwGDRpEVVUVysrKaGhosGfPHlauXMmSJUuYO3cuJ06c4MiRI+zcuZOlS5dy4cIFUlNTKS4uZubMmfz69YuBgQFu3brFrVu32LRpExYWFhQUFODo6Mj8+fPZv38/d+7cISIignHjxpGRkYGKigqbNm1i+PDhSEhIcPHiRURFRcnMzOT69euYmJiQk5PDiRMnEBcXJysri4aGBjw8PPjvv/+YPXs2hw4dYvLkyZibm5OVlYWxsTFubm5ERERQXFyMq6srz549o6ioSADLAaioqLB06VJMTEwEM/Lr1y+kpKSoqanB1tYWIyMj0tLSqK+vR0lJCQcHBwoKCvD39yc7O5vCwkI0NDQwNjZm69atxMTEcP36debMmcPbt29pa2vD2tqaIUOGoKysTHFxMYcOHcLLy4srV66wc+dOtm7dSnl5OfPnz2fLli0cO3YMNTU1IiIiUFBQQEpKCg0NDZ4+fYqXlxd2dnb8/v2bhIQECgsLef36Nenp6WzatImBgQGGDh3Knj176OzsxNzcnOHDhyMpKYmUlBSmpqbk5OQwcuRI7t69S1hYGNeuXcPGxgZjY2Pk5OSIiYlh3bp19Pf3093djbKyMn19fQwePBg7Ozvy8vLIzc3F3Nycffv20dzczMqVK6murmbz5s1oaGgIduWhQ4fw9fVl3rx5PH78mJycHI4cOYKvry/Pnz9HSEiIo0eP8ujRI6SkpGhsbOTmzZv4+/tz9epVxo8fT1JSElZWVrS2tiIvL09bWxupqamcOnWK5cuX8/XrV5KSkjA3Nxdcjw0NDcTGxrJt2zasrKxISUlh9OjRvHr1Cm1tbQYPHsyCBQsoLy+ntbWV2tpaRo0axZUrV/D09GTfvn2kpKQgKioqYDaKiopITk6mpqYGTU1NPn/+jI2NDRoaGqxYsYLVq1czefJkurq6SEhI4OjRo7S2tlJfX09zczMGBgY8fvxYcHVHRUVRV1eHsbExjx8/xtPTky9fvqCjo4Ouri6ioqIcO3aMRYsWUVBQQH9/P1ZWVvj7+1NYWIiwsDAqKiqEh4czcuRIVqxYQWtrKzo6OsyaNQsPDw+sra0ZGBjg6dOnqKioMDAwgKGhIZaWloiLiyMtLU11dTXbt2/H0dFRAI8OHjyYyMhI/P39efPmDYqKiuTm5rJ27VpmzpyJqakpmZmZ3L17lwMHDiAlJYWUlBQ9PT0EBwdTX1/PvHnz2Lt3L05OTnR2diKyY8eO4I0bN7JmzRpWrFjBvHnzsLW15fnz57S3tzNy5EiuXbsmCOB//fqFiIgIdXV1TJo0iVevXglysQcPHgiG08rKCmlpaZydnTExMeHNmzeMGDGCzs5OoqKimDRpErq6ujQ0NDB58mQyMjIEQENycjLp6elYWlpy+PBhrl+/ztu3b9m5cydfvnzB09OTuLg4REVF+fDhA79+/UJUVJQJEyYA8ODBA0aPHs20adOYPHky/f39xMbGoqmpKQA9Bg0aJKDMrays+PDhA1paWtTV1ZGUlCSAMOTl5QkODiYkJARra2u2bNmCh4cHgYGBtLe38/z5cx49esTnz58xNTXF2NiYV69eISkpyc6dO/nrr7/IyclBR0cHfX19xo4di4uLC21tbeTl5fH161diYmKYMWMGu3btIikpCSkpKQGxWVxcjLi4OGfPnmXHjh38/v2bjo4ONDQ0ePz4MY6OjoIB27t3L79+/UJISIg/f/5w+PBhampqWL9+PXv27MHS0pKIiAjBAzNlyhQCAgKorq4WkJtSUlIMHTqUXbt20d/fz7Zt26isrMTe3p5BgwYJhEhDQwOurq6cPXuWp0+fsmrVKpKSkoiPj6e8vJy6ujqys7MZOnQoc+bMEeQ9ixcvJicnBxsbG5qamlBSUiIsLAwbGxsmTJiAhIQE0dHRDBo0CBEREdrb2+np6UFCQoIvX74IHryFCxciKipKQEAATU1NXL9+ncOHD6OlpUV5eTnTpk3jw4cPCAkJoaurS3d3NzExMXR1dSEvL09lZSUyMjJ8+vSJtrY25OTksLKyYseOHRgZGbFkyRJKSkqQlZVFRUWFJ0+eEBoaiqurKw0NDQgJCQkWiISEhODzjx8/iImJQUVFhfr6epKSknjx4gUHDx5EQkICY2NjJk+ezKFDh2hvb2fmzJlER0djZWXF+PHjERYWJiEhgS1bthATE0Nvby9ycnL8+PFDwBWsWbMGPz8/hg0bBsCECRPo6OggMzOTiRMnEhMTg5ubG3v37sXDwwMnJyc2bNjAtGnT6Ojo4P379wQGBiIjI8Py5cvp7u7G2dmZMWPGEBQUxPjx42lsbOTChQts27aNzMxM7O3tqaurw9vbm2nTpiEhIYG4uDjDhw/H2tqahoYG3rx5w6tXr7h+/TplZWVMmjSJ5uZmnj17Rk9PDwBv377l0KFDrF69mlu3bnH58mXBnD548IDIyEiCgoK4efMmBQUF5Obm4uTkxJMnT3Bzc6OhoYGqqipERETQ1tbm4sWLqKiocO3aNerr63F1daW0tBQlJSWio6OZOnUqsbGxyMvLC1zD/8FqcnJyKCkpsXr1as6fP8/y5cvJyspCRkYGDw8Pzpw5w6hRo7C3t+f27duIi4tTWlrKzJkzefz4Ma6urigpKREVFUVJSQk+Pj4oKSnR1NTEvXv3UFRU5OPHjwJi+erVq2RkZPD8+XNB+yY9PZ20tDS0tLQ4d+4cHh4eaGpqUlxcTENDA+vXr0dSUpIPHz4wduxYIiIikJKSYsSIEfj6+nLy5EnKysp4//49Q4YMQU5Ojvj4eIGzVl5ejpmZGRISEpiamqKgoMC5c+fw9/fHyMiI/v5+3NzcCAgI4NWrV2hoaKCoqIiGhgZXr16lvr4eXV1dMjMz6e3tpa+vj/7+fgwNDZGUlMTc3JzExES0tbXR09OjoqICCwsLAVNjYmKChYUFvb29vH37lp8/f9LZ2Smg5Kurq9HQ0CAlJYWSkhK2bt1KdXU11tbWPHz4kEWLFmFvb09qaqogAhMWFiYkJIQDBw5w48YNdHV1CQgIICMjg7NnzxIYGEhqairJyclISkoiLCxMe3s70tLSfPr0ifz8fBoaGjhw4AD+/v5YWVmhrKzMmTNnSEtLY/369Vy6dImSkhJ+/fpFeXm54JAzMzPD1tYWOTk5NDQ0aGlpYceOHfj5+aGmpsaVK1cYPXo0v3794ujRo5SVlSEsLMz8+fM5c+YMysrKLFmyBHFxcR48eEBXVxdpaWn09PRQUVFBRUUFqqqqDB06FFVVVYyNjXF2dsbV1fX/537btm3BZ8+epaWlhdDQUJydnRk7dix+fn6YmZkhLi7O7du3ERUVZdiwYcjJySEuLs769es5efIkfn5+9PT08O+///LkyRPmzp1LfHw8kydPZvDgwSQnJ5OUlISPjw/Z2dlcu3ZNUEVRU1Pj8+fPDB06FFtbW+7evYulpSV9fX0EBgairKwsIOv+ByeJiIhw8uRJCgoK0NXVZciQIRQUFNDW1oaMjAw5OTm4uLiQlJQkuJrCwsIQFxentrYWExMTxMTEOH36NE1NTUycOJFjx46hrKzM1KlTSUtLQ1tbmzVr1mBmZsbRo0fZvn07vr6+BAUF4enpya9fv8jLy+Phw4fo6+tTWVmJnp4eb968oaqqCgMDA+Lj41FWVkZSUpKrV6+ip6eHpqYmLi4uHDt2jNevX2Nra4uSkhKfPn3i5cuXmJqaoqyszO3bt2lpaWHZsmWoqKiwYcMG9u3bJ8gafXx8+P37N6NHj6alpQVhYWFcXV1JS0vjxo0b7Nq1i7q6OmbMmEF+fj7e3t54e3uTlZXF7NmzmTVrFt++fSM2Npa4uDhUVFQYMmQII0eOJDs7m69fvzJz5kwBpNPV1YWrqyvbt29n4cKFmJmZsWDBAhYvXsyUKVOYO3cuISEhjBgxggULFjB69GjMzc3p6+ujoqKCOXPmoKOjg6GhIYmJiYiLi5OXl8fTp08ZP3488+bN49u3b4iJiZGamkpGRga/fv0iLi6OoUOHUlVVhb+/P7m5uWhoaPD8+XOOHTvGoEGDePv2Lfr6+hQVFfHw4UPBo5eYmIirqyvNzc3k5eXR1taGq6srHz584OLFi7x48YKEhAQsLS0JCwvD3NycQYMG8eDBA9asWUN5eTnFxcUMGzaMzMxMHBwcGDZsGGFhYfj5+REREcH+/ftxcHDgzZs3pKamYmlpSVBQELq6upw9e5a///6befPmIS4uTmNjI7dv38bS0hIJCQlUVVUBKCsr4+nTp1hYWHD69GkWLFhAb28vy5cvR0NDg9u3bwts1JiYGAAUFBQEdqaDgwPfv3/n7du3rFixAkVFRQGoEhUVxcqVK/n58ye7d++mpaWFkJAQvn37Rnh4OF1dXdja2rJnzx4OHTrEsGHDcHZ2pqKigtLSUsLCwjh37hzKysqIiYlx/Phx+vv7OX/+PAcPHiQsLAxNTU0SExPR0dFBRUWF6upqGhsbOXv2LLKysiQnJ9Pc3ExNTQ0qKiokJCSwY8cOHB0dmTVrFiUlJQQEBHDu3DnGjBlDW1sbY8aMESy8vr4+xo8fT1lZGS4uLmRkZBAXF8f169c5f/48bW1tAiL7fxW0xsZGTp06hYuLC76+vrS2tjJ58mQKCwvR19ensLCQlStXEh0dja2tLba2toSHh6Onp8ehQ4eYPXs2ra2tgurRmTNnqK6uRl5enlu3bmFlZUV5eTm2trZIS0tTWlrKr1+/sLCwQFVVlUuXLglI5B8/fuDp6UlgYCCVlZUUFxfz7ds33r17x8SJE8nJyWHy5MnExcVx7949XF1d2bZtG9euXcPNzY3Hjx+zbNky1NTUOHr0qEDoKCoqkpiYSEVFhYCSP3bsGMuXLycoKIjNmzdTXFyMiYkJ3759o7+/n7179xIfH8+pU6dISkrCxsaG9PR0Dhw4gKOjI87Ozixbtozo6GhWr16Ns7Mz8vLyjBgxAiUlJXbu3MmgQYMEEGJoaChWVlZMmjSJiIgIcnNz0dXVRUJCgvj4eLq7u1FVVSU/P5+EhAQGBgYE7EVERATx8fEUFhbS3d3NqlWrKCkp4fz58wgJCdHY2IisrCz//fcfLS0tjBs3Dk9PT44dOyYQob6+vpw6dUpQCdy9ezcNDQ0CUFJFRQVjY2OmTJnC/fv3kZGRITo6Gm1tbU6dOkVQUBDV1dVs2bIFaWlpsrKySElJQV9fn4yMDOrr61FTU6OhoYH09HSOHj0qeBMGBgYwMTHh1atXyMjIIC8vz9OnT7l48SIWFhZ0dnZSVFSEiooKdXV1xMbGIiYmxp8/fxg8eDBFRUXExsaSnJyMjIyM4MiSkJDg9+/fKCgoCLic2bNnExcXR0ZGBiKLFi0K/l9AXl5eTnt7OyIiIrx9+5be3l5mzpzJrFmz2LBhAydPnqS0tJT58+cTFxeHn58fe/bsEWSYjY2NVFZW4uDgQGdnJ9OnT2fr1q08ffqUwMBAbt++jbq6OitWrODx48fU1NSQmZlJbW0tAwMDyMnJISIiwtixY1FQUKC5uZmqqir+/PnDhAkTKCsrQ1dXl7S0NFpbW/mf0HB3d0dMTIyzZ8/i6OjI5s2bGTFiBKKiokyZMoWSkhLBgEdHRxMYGEhKSgru7u6EhITg4OCAr68v7u7ujB07lsGDB2Nra4ulpSUJCQm0tbXh5ubGu3fvOH/+PHJycqSkpODt7U1ZWRmenp7cunWLIUOGYGJigqmpKSoqKnz69Ilz587R0dGBpqYmPj4+JCUlUV1djZiYmIBs1NLS4u+//8bIyIgHDx5w8OBBenp6mDdvniDrfvnyJdnZ2VhaWqKlpUVMTIyg76qtrc2rV6+4cOECmZmZKCoqsm3bNuzs7Lh37x6RkZF4eXmxceNGHj9+LKDo9fX1sbKy4uLFi8jKymJgYEBLSwu6uroUFxdz9+5dVq9ejaSkJMXFxXz//p3r16/j5eWFr68vsbGxHD9+XAA8FRcXC3K3oUOHIiUlBUBLSwu1tbWIiYlhZmbG4MGDuXz5MsrKytjY2LBu3Tru37+PkZER9vb29Pf3M3nyZE6cOIGEhISgF1lfX4+kpCTu7u5UVVWhrq7O1KlTWb9+PTdu3KC7uxtpaWlqamoYPny4oIe5fv16WlpaqKqqwtjYGCMjI758+YKysjKLFy9m+fLlbNy4kY8fP3L06FF+//4tiA7KysqYPXs2e/fuZd26dUhKSjJmzBi8vb25ePEiYmJiVFRU8OPHD1avXs2ePXsQFRVFQkKCI0eOICoqSkREBP39/UyaNAkjIyMuXLiApKQk06ZNY2BggHnz5jF58mQkJSV5//69oIvb0dGBiYmJAK4ZM2YMenp6XLp0iWXLljFlyhQqKyt58+YN06dPJykpicbGRpKTk/nx4wdDhgxBVFQUJSUlYmJiWLhwIdra2nh6eqKmpsb06dMFwnLRokWMHDmS6OhofH19kZCQoLu7m8zMTHJycggICEBYWJji4mJiY2PJzc3F2dkZAwMDhISEkJGRYe7cuXR0dDB8+HB27drFsmXLOHr0KOLi4hQWFjJkyBDs7Ozo6uqivLycMWPGMHToUM6fP8/du3eRkZHh4sWLSElJUVpairu7O9euXSMnJ4c5c+aQmZmJnp4enp6eODs74+XlRW1tLffu3UNDQ4OhQ4eSk5ODgYEB9fX1dHZ2MnjwYGRkZBATE0NcXJz3799z48YNurq60NPT4/379wQFBVFSUkJDQwMBAQEcPHiQ1NRUQkNDaW9v5+rVq7i5uXHmzBlWrVqFjIwM27Ztw9fXl69fvxIaGoqysjJ37txBXV2dX79+8c8//2BsbIyamhrFxcWCKtuGDRuIjo5m1apVLF++nMePHxMWFsbjx49ZunQp+/fv5/jx47i7uzNo0CCampoICwtjypQpbNq0iRMnTrB69WpUVVWJjIxEXFwcNzc3cnNzcXd3p62tjb6+PgGD8L9u/bhx4+jt7WXy5Mns2LGDiooKPn/+zMSJE0lLS+PcuXMCBy40NBQjIyPev3/Pp0+fGDVqFA8f/h9VZ/2VZdp24UO6kVBaUkFaFAXFAFuUsQNBZYzRMQYdO1HsMRjsDgwEMXAULCREUVE6REBCQkoaBITvh3dxrfX9A6yHZz33dZ/Xufc+9l1aW1tpaGhg69at4mYZHh7OpUuXcHNzo7q6mpEjR+Ll5cVff/1FdXU18fHxeHt7k5+fj5aWFvv27SM5ORk3Nzdu3ryJlJQUBgYGjBkzhl+/fqGjo0NHRwdNTU3o6+uLv//x40eePHmCra0tKSkpNDU1oaenR0pKCl5eXsTExLBkyRK2b9+Oqqoqv379ory8nPr6elpbWzl48CDS0tK4ubkhLy8vzq3ly5cTEBBAVlYWjo6OzJ49m7KyMrS1tZk8eTLLly9nwIAByMrKkpyczIwZMzh69CgSEhKsXr2aR48e4eLiQltbG2pqari5uXHjxg0hV7q5udGzZ0/279/PzZs3efTokTA59+3bl0mTJgmPwdevX/nx4wcLFizA0NCQz58/s3XrVtra2nj//j329vZIWlpa+k2ePJmRI0eipKSEqakpFRUVpKen88cff9CvXz8uX76Mra0tERERdHV1UVtby6hRozh9+jTW1tZikunOcZeVlSEnJ0dBQQEmJiYUFBQIs8LmzZuRkJDgy5cv+Pj40L9/fwFG8fT0pH///lRXV/P27VuOHj3K8+fPqauro6ysDDU1NRQVFTlw4ACbNm1CVVUVQ0NDiouLKSgooEePHowePZrPnz+zatUq6urqxPq2o6ODjRs34ufnx+bNm8X6ZdCgQfz8+RNZWVkR70lJSUFfXx9zc3MxRT18+JB9+/bx119/ERsby6NHj5g+fTpXrlxBQUGBTZs2UVNTQ3h4OPv372f27Nn06NGD4uJiAgIC0NDQ4O7du5SWluLr64u9vb04/KqqqnB1dUVTU5PGxkYyMjJQV1cnLy+PjIwMGhsb8fT0pLy8XHyXtbW1REZGYmtrS2lpKf379ycrKwtnZ2cOHz5MY2MjCQkJODk5oaSkhIeHB3p6eoSGhjJmzBjhaP7tt99YunQppaWlBAcHExAQwNevX0lPTxc6Z2trK7NmzeLnz5+sX78eNzc36uvrqa+vR1lZWTjQFRQU6N+/P/X19cjLy5OZmUl0dDQFBQUoKytTXl7OlClTiI+Px97entzcXDo7O/n16xetra3cvHkTY2Njtm7dyvnz5/Hw8CA7O5uKigrs7e3R19fnx48fvHjxgrS0NNavX09NTQ01NTU8f/6cW7duUVNTQ3t7O4qKimzYsAELCwtMTU1FZn3dunWcO3dO3HDLyspoaWkRmtjIkSOF+1heXp67d+8iIyODt7c38fHxaGhoUFVVhaWlJTdv3hRpivDwcKE/WVtbExMTg7e3N11dXTx9+pSGhgYSEhLIz88nLS2N4OBg/P39GTx4ML6+vpibm1NXV4eNjQ25ubmYm5ujoaHBmDFjcHR0RF9fn8zMTHr37s2HDx+Ql5dnzpw5DB06FDs7OxGj2bNnD2VlZQQFBfHx40cUFRXp7Oykb9++9OjRA1NTUy5evEhISAg5OTmEhYWJyNWhQ4fIyckRjueSkhLc3d2RlZUlMjJS3EqdnJx4+fIld+/eZffu3QQGBhIfH09HRwcmJiYoKipSUlJCU1MT6enpNDQ00K9fP5F9raqqwsbGBi8vLwCcnZ158OABJSUlwuGemZmJjY2NyP+XlZUJzdHc3FwYn0aPHs3Hjx8pKytjzZo1ODk5cfPmTRYuXMj79+9xdXWlT58+XLlyheLiYhYtWkRQUBA/f/4kMjKSP/74Q5gEDx8+zPLlyzE1NUVBQYF3795RXFwspKnul0Fzc7PYOJw5c4YZM2Zw+PBh/v33X9atW8esWbO4ffs29+/f5+3bt3h6eqKmpoaEhASWlpaEhYVhYWGBi4sLX758ITAwEGdnZzw8POjduzcTJkxg4cKFpKamIiEhwaxZs1i0aBEzZ86kpaWFnz9/MnbsWB4+fCh8GEuXLqWxsZGoqCiCgoIIDw9HR0cHRUVFkpKSWLx4MRkZGSxdupS4uDjxG+vTpw8NDQ38/fffyMnJUVpaKm67r1+/ZsCAAZw8eRJPT0/x/ffv35+SkhIuXrxIaGgogYGB/Pr1C29vbwICAjA1NSUgIAA1NTVGjRpFQUEBKioqFBUVERwczJYtW1i5ciV79uzB3d2dBw8e4O/vT+/evUX8ddCgQVRXV5OcnMzkyZOZNGkSrq6uwqj14cMHkpOT6erqQkJCAmNjY8aMGUNBQQFTp04lMTERAwMDvLy82Lt3L/X19ezfv5+BAwdy8uRJNDU1cXFx4d27dwBcv34dVVVVPn78SElJCRYWFly4cIHly5cjJSVFfX29MB06OjqirKxMamoqPXv25NSpU4SFhaGiosJff/3FxIkTuXTpEo2NjRQUFFBWVsaUKVNELLm+vp7ly5fj5OTE9+/fSU1NZfHixVy+fJlevXqJZyE1NRUvLy9+/PjB5MmTOXbsGJKmpqZ+xcXFBAYGMmvWLKqrqykpKcHc3Bxvb2/u3btHW1sbgYGB3Lt3j549e5KYmCi0zu7YzKBBg8jLyyMzMxNPT0+Sk5PJyspi6tSpvHnzBkNDQwBKSkqYPn06Li4uREdHc+7cOczMzDh//jxWVlbU1NQwaNAgJkyYwLVr18jKyuLy5cts2rSJuLg4KioqGD9+PCUlJRgYGPD8+XP69+/PlStXqKmp4ePHj0hKSiIjI8OMGTNwcnLi3bt36OjocPnyZfz9/cnJyUFNTU0E8M3NzTl79izt7e24urqSnJxMWFgYI0eO5NixY3h7e3Pw4EFGjhyJpaUlgwYNEtp1Z2cny5Ytw8jIiE2bNvH3338jIyNDfHw8WVlZWFtbk56ezowZM8TtLzExUVDlPn36xJK26s0AACAASURBVN27d0Xg/vPnz4wePZqcnBwGDRqEt7c3VVVV1NTUkJWVxYgRI7h16xYTJ05EVlaWwsJCLC0tmT17Nk5OTjx//pycnBwSExPp6OigT58+KCoqEhwczLt37+jo6GD//v1MnDiRjo4ONDQ00NXVRU1NjQEDBrBhwwY0NDRwdnamrq6O79+/09jYyNatW4WbNCYmBgkJCQoKCrCysqJHjx7Y2tpiZ2dHUlISI0aMICUlheXLlwsnbrcz9fbt2ygoKIiJuvul7+/vT1VVFdra2sybNw8jIyOSk5MxMTEhJSWFzZs3c/fuXVxdXcnPz6dfv354eHhQW1vLu3fvkJSUxMfHh8LCQrEqzczMZNiwYZibm7NmzRpCQkLEraxbUx04cCBnzpzB3d1dGAoXLFiAqqqqMP5lZWWhp6fH9+/f8fHxYceOHbS3t+Pr68vkyZNxd3dn9erVSEhIkJeXJ+AQmpqa2NvbY25uTmRkJH5+fujp6eHq6sqoUaOEqXHQoEG8fPmS1tZWJCUlefToEb///jupqanU1NSQkZHBly9fxECtqKjIpk2bMDIy4uTJk4waNQoFBQVcXV2JjIzE0tISZWVlSkpKOHz4MBUVFXz+/Bk3NzeOHz/OqFGj8PT0xNPTk87OTnr06EFubi7Z2dkcOHCAKVOm8OnTJ6ytrZGXlyc2NhYJCQkKCwtZv349r169oqKiAktLS1JSUkhOThb5166uLpqamli/fj0tLS38+vULZ2dnmpub8fT0pKamhmPHjuHn54eJiQmJiYmMHDmSmJgYXr58yYcPH6ivrychIQE7OzsKCwuJiIgQGVYbGxuuXr3KlClTiI6OZuzYsQQFBdG/f3+WL18u3P9fv34lOjoaIyMjAgMDmTNnDtOmTWPLli3U1dUhJyeHo6MjJSUl2NjYIC8vj4KCAosXL2bMmDHifwsJCWHZsmXk5OSQnZ3Nx48faWtro6Ojg0mTJhEaGkpsbCxtbW2cOXOGmTNnoqCggKWlJTIyMjg7O5ORkYGNjQ0fPnxgyJAh/Pjxg5aWFuTk5MRwXltbS3x8PDo6OlRUVCArK8vLly9FDKybzpWRkcGwYcPYv3+/IBKOGTMGd3d3/v33X8rLy/Hz82PixImMHj2aX79+MW/ePExMTBg+fDhpaWmoqKhgbW1Nnz59mDZtGitXriQlJYXp06fT3NzMp0+f0NDQEDHe7jOyW5JxcHCgra2NUaNGoaury82bNxk1ahRPnjxBUVGRW7duISkpSW1tLZaWluJFpK+vj4yMDH379uXXr1/IyclRVlbG/fv38fLyQkNDgxMnToiEipSUFFlZWVy5coWQkBCio6M5efIkDQ0NbNiwgWXLlqGsrIyOjg4RERHo6+tjYmIiLoPHjh3Dx8eHyMhIkbh5//49X758ISAggHv37uHs7My+ffuEAfDJkyeEh4cTGxvLuHHjuHbtGjNmzMDe3p4+ffqgoaHB2LFjUVJSIi8vDzs7O4YOHUpwcDA5OTno6ury119/kZWVxcSJE3FwcMDKyopx48bh4+NDVVUVERERdHZ24ufnx4gRI5gxYwby8vJs2LBBQMjc3d3x8vLC2tpaJKzWr1+PZFtbm1///v2Rk5Nj/PjxeHt7Y2pqiqamJpGRkTx79ozBgwczaNAgEY3w8fEhJCSEz58/i3hQ99V94cKF7Nu3j/j4eAICAvD09OTSpUvk5uby4cMHzM3NefToEYsWLeLbt290dXWRnJwsLPnFxcXMmDGDEydOEBERwdChQ9m4cSPt7e0iI949RMTFxWFlZSUmsWHDhhEWFoaJiQmlpaWoq6ujqKhIdHQ03t7eREREoKamRmZmJh4eHuzevZuKigoaGhrQ09MTBK2FCxeyZcsWzMzMUFZWprm5mTFjxuDv74+NjQ36+vooKyuTmJhISUkJ8+fPJyoqCkBoqVeuXMHe3p7W1lbOnTvHnj17GDlyJDY2Npw9e5YxY8awdu1avnz5Qq9evZg/fz4BAQHU1NQgJSWFgoKCiGFUVlbS0dGBv78/jx8/pqmpiaSkJKysrFBWViYvLw8DAwP27NnDtGnTxEPRfbO0t7fnxIkTDBw4kLy8PK5fv87t27dFRK+zs5OkpCTa2tqQkpJCWlqaW7duoaKiQkFBATY2NgwZMgRZWVl27dpFXV0dd+7cwc/PDzs7OxFn2bhxI58/f6akpIS6ujrCw8OZPXs2DQ0NqKmpoampKaAGTU1NZGZmEhISQkVFBadOnaJ///4EBAQILbiurg5tbW22bt3K1atXUVZWJiQkhLlz59LV1YWhoSGLFy/m+fPnLFiwQGAEtbW1+fTpE/v27aNnz55izeTv709nZyd///03mzdvxtLSUlC8MjIycHFxYe3atbS0tNDV1cWvX7+4fPkyU6dORVpamjdv3mBtbc3kyZMJDQ1lx44dKCgoMGTIECoqKvD09MTQ0JBZs2aJVWJDQ4Og/oWFhVFYWEhtbS1z5syhqKiICxcuoKurKzYr3SSxGTNmYGJigoGBAXfv3mXdunXMmzePe/fucfjwYaKiopg4cSK9e/dGW1ub2NhY3N3defHiBQYGBmhpabFw4ULCwsI4fPgwa9euFSu8/Px8ampqePz4Mbdu3WLLli0YGRmRm5tLSEgI8+fPJyMjgw0bNrBp0yYB8Fi1ahW9e/fG19eXgwcPcvToUQICAhg3bhzfv39HSkqKsLAwevbsSWdnJ/v27aOwsJCEhAQ0NTUJDw/HxsaGmTNnsmLFCkxMTNDT0yMtLY2+fftiaWnJ/Pnzyc3NZe/evdjZ2eHi4kJVVRWHDh2iqamJd+/e0dLSQl1dHb6+vrS3t9OrVy/09PSwt7fH2dkZFxcXnj17xvLlywEICQnB0dGRjIwMpk2bxvDhw0lKSqKmpoaSkhJxxpSWlpKTkyOIYzY2NgwYMAATExNu375NQEAABgYGnDt3jnv37gnITFhYGPPnz2flypUoKiqya9cu4uPjGTp0KC9evBBY0qCgIAYPHkxDQ4PQlfv378+9e/d4//493t7eHDhwgF+/fpGWloa5uTnTp08XA/KkSZOorq5GQkKCqKgoFi5cSHFxMenp6RgYGBAWFsaHDx8oKyvDycmJ/fv3M2zYMJSVlRk/fjyjRo1CRkaG4OBglJSUWLJkCbt37xbG10mTJpGRkcH27dupqKggIyODQ4cOoaGhQVRUFKNHj8bMzIz29nZMTU3x9vZm/vz59OzZE1tbW0ETLC8vZ/Pmzfz7779cunSJwYMHo6Ojg6OjIwoKCkIjNjIyoqysjLKyMrS0tAgMDERSUhJNTU3k5OT4/v07ANeuXePDhw8cOXIEAwMD7t27x4EDB/j8+TMfP35k+/btODg4UFdXx6tXr/D39+fz588UFxcTHh4uzt21a9cCMGTIEPFecHV1pUePHsjIyFBUVMSkSZN4+vQp1tbW5OfnIyMjw7lz5xg6dCj+/v4YGxszb9486uvr0dLSorKykqFDh1JRUYGysrIYHP7880/s7e3x9vYmLy+PnJwc3r59y927d/Hy8qKkpAR7e3sxiAcGBoo8fVNTE3v37mXcuHHs37+fLVu2cO3atf9dRgMCAvyuXLkiHOJSUlKoqqqydetWHB0defnyJUePHqWqqoqYmBhkZGRobGzEwcGBJUuWUFRUhJeXl4heBAYGkpKSQllZGTk5ORw7dkx8eC0tLaZPn461tTXV1dXU1dVhaGhIR0cHBQUFwuZ/+vRpurq6aG9vp7Kykr59+wqucfc6Ql1dHWdnZwoLC7lx4wbR0dHcvXuXnz9/MmrUKGxsbEhNTSU7OxtDQ0M2bdqEtrY2FRUVzJ07l1OnTmFjY4OVlRWjR49m+/btrFy5Ek1NTR4+fChoXGPHjsXIyEgwdN+8eYORkRHDhw+nurqatWvXsmDBAvr374+vry+WlpZ4e3vz+PFjBgwYQHt7O8ePH6egoEBoc1OmTMHHx4cLFy4gJSVFXFwcnZ2ddHV14ezszI8fP/Dy8uLEiRNISkoSHR3NxIkTuXr1qohOjB8/nqlTpzJkyBAePnyIqakpRkZGhIaGoq2tTVVVFV++fEFPTw8dHR3WrVsn9GEzMzNev37N3r17MTExYdy4cdy+fRslJSUGDBjA4MGDOXPmDBYWFpibm5OTkwOAhYUFT58+5a+//uLIkSO8ePGCf//9FxUVFb5+/crOnTvZuHEjFhYWIr9ZXl5OZmYmcXFxFBUVISUlxV9//cXNmzfx8PDg0qVLbNu2jTdv3iAvL09gYCAtLS1s2rSJ1tZWzpw5Q2xsLK2trTg6OtLW1oaPj4+gYqmpqTFp0iT279/P27dvqa6uZt++fZibm2NsbMzXr1+5evUqGzduJC8vj5aWFlxdXQkLC6OhoYHXr1/j4eHB9evXcXBw4Pv37ygoKDB58mR8fX2Rk5MjNzeXwsJCnj17JhzRVVVVqKio8PjxY0JCQvj27ZvQc69fvy62QzExMZiamrJkyRJ27tzJihUrSExMpKqqirdv3zJ79mxx83J3dyctLY2goCCWLl1KQkICQUFB2NrakpyczM2bN1m+fDmzZ8/m7NmzqKqq0qtXL5KSkigoKCA9PZ2IiAjGjh1LQkICaWlpHDp0iGvXrpGdnY2srCy/fv2isbERdXV1/vvvP4YNG8bFixf58eMHMjIytLa2kp6ejpWVFdevX0ddXZ2pU6eiqKhIbm4uhw4dwtXVlVWrVlFaWsr169cxMTHhv//+E4x7gKVLlyIhISF8Jt1DlbKyMtbW1iQmJtKjRw+kpaUZMGAA//zzD/X19SQlJfHXX3/x/PlzXr9+zcuXL1FSUmLlypUi3mZlZcXhw4eZNGkSffv25dSpU0ycOJFDhw7R3t5OVlYWK1eu5MqVKzQ1NQFgbGxMZWUlVlZW3Lhxg8zMTPF7UFJSoqOjg3HjxrFx40YWLlxIa2srDg4OmJiYcObMGcLDw7Gzs8PIyIjg4GCCgoKws7MT+uOWLVs4efIkampq5OXliQy6iYkJPj4+HDx4ECsrK27fvs3evXuRl5enqamJM2fOkJWVxZEjR+js7GTt2rWsWLECeXl5Pn/+zOnTp8XzdebMGX78+MHz58/5+vWrADylpKQwcuRI9u7dS2RkJGfPnuXVq1esXbuWZ8+eUVRUxK5du5CWlqa+vp65c+eyYMECsrKyUFRUpLa2lvLyclxcXJg/fz7q6uoEBgZiaGiItbU1p0+fpkePHiK6mJOTQ0hICJaWlpSWljJx4kQePXrEtm3b/p8E1aNHDyZMmICNjQ2rVq3CwsICAwMDbt68yYABA3B3dyc2NhY3Nzfev3+Pr68vRkZGJCUlMXLkSJSVlQV+deTIkbS0tAiEq6OjIy4uLnz//p0bN24QGBhIUFAQHh4ehIaG8vbtW4qLi8nLy8Pc3JzY2Fiys7NZu3YthYWFfPv2jcbGRiZMmMCDBw9YuXIljx8/FmewvLw8hoaG2NnZMWfOHLKyspCSkiI9PZ3Bgwfj5+eHpqYmAwYMYN++fYwePZq1a9eyePFiIiMjiYuLw9LSkiNHjtDU1MT+/fvZvHkzffr0ISsrCy8vL2RlZbGwsCAjI4POzk7evXuHlJSUkA2/f//O169fiYyMFGeTZFtbm5+uri6ampoYGhoKkMLhw4cF6/fSpUv8+PGDr1+/oq6ujoyMDHJycoSEhPD777/z6NEjlixZgoGBAadPn2bx4sUMHjyYf//9l0+fPnH58mVSUlIoKSkRzt/29nby8/P5+PGj0Ix0dHSErpKTk0NVVRWRkZEkJibi6+uLq6srNjY2NDU1ceLECRYtWkR7ezuamppkZmaybt06SktL+fjxoyDiDB8+nCVLllBXVyemv2vXrqGgoICWlpZgfs+fP5+rV68yYsQIVqxYIdyNr169QkNDA3t7e+7du8fXr19JTEwkISEBBQUFgVesrq4mJyeHtLQ0pk2bhra2ttB3J0+ezJMnT7h48SLGxsacP3+e+vp6+vfvz6pVq3jy5AkDBw7k8uXLDB06lK6uLgoLCxk/fjyLFy9GSUlJ6M1z5szBzMyMd+/eERsbi5mZGbNnz+bo0aOC8WxtbU1VVRVv3rxBWlqa5ORknJ2d2bp1K1u3buXw4cNilXX27Fm6urpwcHAgPT1d8Nbr6+vZunUrsrKy6Onp8fvvvwsC3okTJ/Dy8mLZsmV8//5dAE6io6N59eoVysrKnD9/nokTJ/L48WN0dXU5efIkISEhLFq0iNjYWBITE5kxYwYtLS1s3ryZQ4cOsW3bNhGF2rBhA6qqqgwdOpSmpia8vLwoLy/n3LlzqKmpERYWhqGhIbdv3yYlJYWePXuirKzMwIEDhVRz+fJllixZgqSkJHPnzmXnzp3CFTxt2jRCQ0Opq6sjMjKSPXv2MGXKFFavXk1ubi7Tpk3j9evXODk5UVpaypw5cygtLaWpqYnx48fz9OlTkWtdv349GzZsoKCgAHd3d4qLixk1ahQqKipMnz6doKAgIQmVl5ejr69PdXU1L1++pKysjFmzZgkpadOmTUKLjYmJ4evXr4IOtmvXLvGblZaWRk9Pjy1bttDc3IyzszO5ublISUlhb29PaWkpgwYNYvPmzWKr1atXL8zMzCgoKGDp0qVYWFhQV1fHu3fvxOdpbW3Fw8MDCwsLsX1pb28X5RF6enpcv34dGRkZVq9ezcWLF6murkZLS0tsdbKzs/n8+TMnTpxg5cqVwlAjKSlJQkICt27dYty4cYwcOVKkTpYuXSrMo2vWrMHGxobr16+zY8cOvn//zoMHD/Dz8+Pp06cYGRkJ9GdsbCyysrLk5+ezd+9eVFRUaG5uprGxkSlTplBcXCyMYObm5qxatUqYyMaMGcPWrVt58uQJ79+/F2QzdXV1Ll68SJ8+fVi2bBkrV67kx48fDB06FEdHR1G60k0nfPr0KefOncPX15eoqChevHhBREQEGRkZonxl8+bNnD17lv/++0+w7L28vHj69CmRkZH8888/TJs2jatXr6KlpcWcOXOQlZXl3r17fPnyBVlZWaZNmyY0zaioKKqqqsSKNiEhAWlpadTV1QXPoLCwkI6ODjo6OiguLqa6uppv374hJyfH2bNn6du3L+rq6ly4cIEtW7YQFBQkwDjDhg3DysqK4uJikbIwMjKirq6ORYsWsXHjRi5fvoyWlhZNTU3k5uby6dMnduzYwf3798VtupvnP27cOO7du8epU6eYM2cODx8+pLq6Gk1NTaKiokQ5U0NDA+3t7Zw8eZL4+Hjq6up4/fo19fX1hIeH8+3bN9asWYOuri5JSUlERERw4MABvL29BRCqm1ZZWVnJzZs3xSZryJAhKCkpCc9OcnIye/fuxdLSkqSkJL59+8bYsWPZvXs3x48fZ+rUqTx8+JBnz55RU1ODubk56enpuLq6CvhNUlISlZWVXLhwgb59++Lu7i7eOQUFBdy4cYP79+9z7949li5dyrx588Qlp7KykqKiIioqKgRDPD8/n8+fP2Ntbc348eNFAUn3hU3y+fPnfo2NjeTm5hITE0NLSwvOzs7ih3/8+HF69uyJo6Mj27ZtIzw8nNGjR5OVlUVWVpYwiNXX12NgYICpqSkPHz7E39+fiooKPDw8iIiIQEdHh+bmZgGn9/Hx4cqVK5iZmTFjxgzi4uLEpOHh4UFTUxOTJk1i6NChGBgYMH78eAYPHszmzZuZMmUKR44cYd68eXh4eFBVVcWBAwfEzWDlypVYWVlx4sQJJkyYQFtbG7///juvXr0SsbWXL1/S1tbGmzdvmDt3Lunp6djb2/Pq1SsAMYG7ubmJtX5VVRVVVVVUVlYKCEZ0dDRxcXHcuXOH0NBQRowYQWZmJkVFRVy9epXLly+joqKCpaUla9asYceOHcjJybFnzx4mTJjAwYMHefnyJQCvX7+mvb0dWVlZwd/t6uoSLkN/f3+WLVuGuro6M2fOxMvLC3V1dcLCwvj8+TPTpk3D29sbHR0doqOjBeGsrKyMc+fOiWzwhAkTkJCQ4OXLl6irqwvH7ujRo9m/fz/a2tqoq6tTVVWFpKQkqampjB8/Hl9fX5EiaGxsZMWKFSLf2NzczP79+5GUlBSuWAMDA1RVVblx4wZ9+/alo6ODU6dOERsby6RJkygqKuLdu3d0dnby7ds3wsPD+eOPP1i3bh1Dhw7FycmJYcOG8ebNG3x8fHj48CEaGhpMmDABbW1tZGRk0NfXF05pXV1dSktLaW1txcXFhcrKStrb2+nbt6+Y3isrKykoKEBSUhJHR0diYmKEOaXbqJeRkUFrayvKyspkZ2cL6eHVq1eEhoYCICsri46ODuXl5dja2lJWVia41pMmTWLNmjU0NjYKGEJLS4vQ5P78808mTZpETEwMGhoa5OXlERoaSkhICOrq6ri5uTF58mR+/PhBYWEhjY2NREZGsm/fPrq6uhg+fDhdXV3U1dUJwpS2tjaVlZU8fvyYd+/esXv3bsFPfvr0KTt27KC4uJhbt27x7ds3Dh8+TO/evfn69StjxowRA8ONGzeEdLRx40YSExNZsWIFEydOxMzMTKQi4uPjiY+PZ8CAAfz3339cunSJnJwcLl26hJ6eHr9+/UJbW5vc3Fzs7e3p6Ojg3bt3ODs7Y2lpSd++fcnLy+PDhw/Y29vz8eNHMjMzaW5uRkNDgz59+iAvLy9W3tXV1TQ3N/P9+3dmzJjB69evuXz5MvPmzWPRokV4e3sTGBiImZkZ8vLyJCQk8OLFC5qbm7l58ybS0tKYmppSWVmJrq4uTU1NXLlyhSFDhjBu3Dj+/PNPBg8ezIABA5CSkhIteMbGxnR1dREZGUlNTQ1Lly7F1taW+Ph4KioquHLlCnv27OH+/fvMmTOHpKQkPD09Wbp0Kbdu3cLPz48///xTZL49PDxEyVBOTg7KysoCOvLo0SMkJSWxs7Pj/v37WFpa4uTkhI+PD0VFRXh7e/P69WskJCSwtbVFU1MTExMThgwZgqqqKrNmzWLDhg0sX76cp0+fCqpbZ2cnY8aM4cqVK8jLy7N69Wo+fPhAQkKCGIa3b9+Or68vgYGBVFZWoq+vz6hRo2hra+Pw4cMsXryYe/fuoa2tjZaWFjt27MDGxoahQ4cKbsSNGze4cOEC2travHnzhtTUVOTk5IR8NWjQIPz8/FBRUeH3339n8+bNnDlzhsDAQM6cOUNycrJ4ea9fvx5lZWUaGxtZuHAhQ4cOFR6loqIi9PT0SEhIEJJlTU2N2CSZmZkJnnefPn0ICAgQbJHS0lLGjRsnhvmwsDAmT56MvLw8WVlZGBgYYGxszKBBg7hw4QKzZ89GUVFR+IIcHBxIS0sTW8tuhn93lK97wxgcHExjYyM/fvxgypQpREZGAlBbW8u///4rkN1jx47lxIkT/PPPP+zcuZOmpiYBFnrx4gVXr15FW1ubGzdusHr16v+txFVVVQWQ5L///hPgEikpKaKjoykqKuLx48f4+vqycOFCHjx4wJEjRxgyZAg6OjoMHDiQpKQk5OTkaGho4MqVKzx58gRDQ0NRoxkbGysY3k+ePGHnzp388ccf5OXlsXnzZlpbW/nzzz9paWkhODgYV1dXMjIyaGtrIyMjg4iICCIiIti1axfLli2jqKgIT09PcnJyyMvLIzY2ltOnT2NsbExCQgJLlixh4MCBGBkZISEhISD479+/p7a2FiUlJTQ0NJCWlqayspLi4mI6OjqIiopi3bp1pKamoqamhr6+PlVVVeTn55OamsqoUaPEBDtt2jQSExNFI4+5uTkODg5ERESgqqqKr68vJSUlHDp0iLdv36Knp0d2djZJSUmMHj2anz9/8s8//4i2q26EYVpaGv369SMvL4/09HQcHBzQ0tKiqKiIZ8+eUVVVJdY0t2/f5uDBg+KQPHv2LJMnT2bTpk2sX7+effv2YWxsLPjYgwYNQlJSEi0tLVxcXESd5/3791m1ahX19fXo6upSVlbGzJkz6erqok+fPkJDOXHihEAPzpo1i+nTp5OZmYmtrS0hISFkZGQQHBzM8uXL8fT05OjRo+zdu5d79+4JzdLAwAB3d3cx9d6/f5+HDx8yYMAA4uLisLGxoby8nPnz5/PkyRP27t3L6tWrhSmyO7o2ZcoU9PX1cXFxoba2Fg0NDUaPHi0amVJSUjA0NBQlMC4uLmhra/P06VM8PDwYOHAgBQUFzJ8/HxMTEzw8PPj48aNw3FZXV2NoaMijR4/w8fERhSL+/v5YWVkxZMgQkYmdPHkyMjIybN++nQULFvDbb7/h5OREc3Mz5eXl4gU1a9Ys0tLSOHfunBi+1q5di5mZmWAKjB8/XtwIP336xJIlS8RDnZmZycKFC8nPz+fx48fU1NQgLS2NkpISU6ZMoaamhvr6emRlZZGWlubgwYM4OjpSXl7Otm3b6OjoYMOGDYwbN45+/fqhpqbGu3fvOHnyJDExMUInDwkJYfXq1airqzN27FhRiFJTU0NXVxeNjY2UlJQwc+ZMVFVVSU1NpaOjg+rqatTV1UV3QGNjI6ampvTo0YPz58/j4OBAY2MjR44cEedLUFAQX79+Zf369cyaNQs3NzeSk5ORkpKirq4ODw8PMSympKSIIpP3799jamoqsuTz5s0jNzeXrq4ujIyMkJOTw87OjsDAQO7evUt2djZubm7Ex8dz69YtBg0aRFJSEomJiaIM5fTp08TExJCTk0NnZyc9e/Zk4MCB3Lt3TxC+uispL168SEREBIGBgdy/f1+0RqWkpPDr1y/++usvUlJSkJaWpr29ndjYWKytrWlvb8fHx4fm5mbRO/D06VNGjBhBaWkpjY2N7Ny5k4CAAIyNjQXAo3sA09bWJiMjg8zMTG7cuMH169cZN24cFy9eFIOwn58fx48fF9HDFy9ekJOTg5ubG8bGxly/fp2tW7fS3t6Onp4evXr1Ql5envnz51NVVSWkXrDvzQAAIABJREFUoe7K4O7McnZ2tqjT7HaVl5SUsHv3buHPmD17NioqKqKpa//+/SIOl5GRwbdv34iLi2PhwoU8e/aMc+fO8e3bN/744w/i4uIYOHAg586dE/HJBw8eMGjQIKytrblz5w5aWloYGhry8+dPjh49KqqK58yZI56t7grm8ePHU1FRISRGXV1d1q5dKySmtWvXkpaWxpAhQ7Czs+Px48dUVVXRp08f0cR36tQpTExMGDlyJKWlpcycORMTExM+fPjAunXrkJWV5ebNm/z8+VOkhW7fvs22bdtEHNbR0ZH58+fz69cvlJWVuX//vuho2LJliyjFuXXrFkOHDqW6uhoHBwe+fftGYWEhX79+/R+0bNq0aX7a2tq0tbWJA2/v3r1YWVmxbt06sWJQV1fH2NiYbdu2sXHjRpqbm9HS0qK2tpb09HQRMO+mX3U3Hz158oScnBz09fVZvHgxhw8fplevXgKpOWXKFL59+0avXr3o6OjA3NwcNzc3Dh48SE1NDerq6ujp6XHhwgUyMzNRUFDAyMhIOPj8/f1RVlbm69evAggvKyvLixcvmD17tvjHu5GW48ePp729ndLSUmE46uzspLW1lWHDhtGnTx+eP38uHN3fvn0TGb1169YRFRVFV1cXERER5OfnExwczM6dOzEzM6N///5ihVRTUyOiZnl5efzzzz/89ttvbNu2jYcPHyItLc3u3bv5888/uXXrFhoaGujp6Yk15d27dzEwMMDIyIhv377x8OFDxo8fj4WFBTdu3MDCwoJevXpRVlYmeLkFBQX8+vWLyspKDh8+LEwXPXv2pKWlBUNDQxGHaGtrIzMzEwMDA4qKiqitrWXmzJlMmjSJ8vJyevToQXBwsHhpnjx5Uqyw3759K9quJCQk8Pf3F01F3YCGbt1VQUGBYcOG0atXL0pLS9myZQt///03W7ZsYcaMGYSFhXH69Gm2bt3KqFGjqKysFPGR0NBQysrKUFZWZvXq1bS1tWFjY8O0adOIjY2lsLAQAwMDHBwcaG5uRldXF29vb+bNm8e2bdtwdXXl2LFjyMrKYmJigr6+PgoKCuzZs4eNGzeKkpi8vDyuXr1KWloaixYtEodDfHw8vXr1Yu/evRgaGqKgoEBmZiapqal8+vQJbW1tevToIWpeMzIy2LFjB2ZmZkI7TU1NZciQIdy5c4ddu3ZRU1NDYmKiiON1ewNu3LiBra2tqErtXglLSkry22+/kZ6eLvKfe/fuJTAwkMGDB7Ny5UqkpKQ4fvy4uAWWlpYyb9488vPzuXXrFj9//sTa2prAwEDc3d1FQYK/vz8zZsxAU1MTR0dHfv78yZMnT+jq6uL69ev069eP+fPnizrBv//+m9DQUBISErh+/ToNDQ08fPiQyMhIbGxssLW1pauri2fPnjFv3jz69u3LunXrWLFiBYsXL+bvv/8WeNJu2l1BQQH+/v5UVlbi6OjIvHnzePDgARMmTBCpjaKiInJzcxkwYADbt2+npqaGJ0+ekJ2dzYULF9DU1OTkyZN8/PiRiooK1NTUsLOzIzs7GwcHB6SkpLhx4waOjo4UFhZSV1cnah19fHwIDg5m7ty5XLt2jbS0NE6fPs2ZM2fES0lZWRlpaWlCQkJoamrC2toaR0dHtm/fjpSUFMXFxaxcuRILCwvc3d1xcXFBWVlZbNamTp1KUlKSiKJJSUnh6OhIYmIiUVFRNDc3k52dLTwj8fHxHD58WBjO9PX1efXqFV5eXnz58oVhw4YRGhrK2LFjhddo3rx5xMbGcvbsWXbt2sWnT5/o378/z58/Z9GiRSxfvpzs7GwGDx7MvXv3OH78OHFxcaSmppKamkpnZye6urq8efOGlpYWzMzMANDT08PX1xdDQ0OcnZ2ZMmUKK1euRFtbm2HDhjFnzhwiIiJQVlYmPT2dkpISZGVlmT17NkZGRhw6dIgTJ06goKBATEwM06ZNY8eOHaxcuRInJyeKi4tZs2YNlpaWwqzXDWEJDw8XRSZRUVGi/jYjI4P29nZiYmJQUlJCXV2dsrIyPnz4QFtbG7GxsSgqKpKXl8eRI0fQ0NAgJiaGW7duoaamxoQJExg8eDC9evXC0dGR6dOnExsbS3R0NLt27aJ3796sWrUKFRUVfvvtN8zMzAgODmbr1q2YmZmxZ88ecbFRUVHh6dOnBAUFifx1cnIyp0+f5tixYzx//pxRo0axbNkytLW1SU5OJiIigu/fv+Pp6UlUVJSQ1m7evMmOHTvo1asX69ato7CwkBMnTvDHH3+gp6eHmZkZksePH/cLDQ1l8uTJNDU10dXVxYMHDzA0NMTFxYXffvuNDRs2EB0dLbQULy8vrKysRCyisbGRIUOGMHz4cHJzc3n58iXPnz9n2rRpREVFoa+vz5EjR9iwYQNRUVHY2NhgYWFBeno6ISEhHD9+XKwsq6uriYuLIzw8nCtXrgh38ObNmxk4cCBfvnxBUVERRUVFvn37RlRUFMbGxrS2tmJhYcE///yDs7Mzvr6+mJiYMGjQIExNTUXbzuvXr+nTpw8jRozg+/fvqKqqsnjxYn78+EFpaSmnT5+ms7OThQsX0rNnT6qrq+nXrx9v3rzh4cOHGBgYsG/fPt69e0dXVxeZmZncvHmTadOmCWPOwYMH6d27N2vWrKGtrY20tDTRo2xoaEhLS4vI6nl4eKCjo4OHhwfTp0/n33//xcjIiFGjRtHV1cWePXtYsWIFP3/+ZOLEicTExBAXF4e5uTnV1dUsXLhQdK7Gxsby/Plzpk+fzqFDh2hra2P48OFcv36d8ePHo6WlxbVr14iLi8PCwkLola9fv2b37t2MHTsWLS0twsLCyMnJ4efPnzQ1NREWFoarqyv9+/enoaGBuLg41NXVAVBSUhK85vv37/P7779z6dIlEhIS2L9/v3C419bWCu/Dly9fhLY4b948rK2tOX/+PNeuXUNNTY3evXtja2uLgoICLS0tXL58GQcHB+Tl5cnIyODMmTMcPHiQoKAgAVVZunQpqamplJeXY2pqyvDhw1FXV6e9vR0NDQ169OiBp6cnpaWl6Ovrk5CQgKurKwcPHkRCQoIePXqIl9Mff/whkLudnZ08fvwYIyMjAOzs7LCzsyMxMZHa2lpUVFT4+++/SUtLY/bs2SKPrK2tzbZt2zhz5gzbt29n+PDh2NrakpCQQFVVFTdv3sTZ2Znp06eLDuSJEycyffp0bt++jZOTE1JSUjg7O3P27Fl0dXWxsLAQprwvX76wc+dODA0NhZ49YsQI/Pz8yMzMpL6+HiUlJQYPHszLly8xMzMjJSWFt2/f8uHDBzZt2kR8fDwGBgYYGBgQGhpKS0sLVlZWqKiooKSkJDZCBgYGlJaWim7oO3fuYGJiIjqTfX190dDQoLy8HE1NTRwcHLC1taWpqUlUzZ44cYKysjLGjBlDVlYWVVVVBAcHM2/ePDQ1NVFVVQWgqamJvn37snTpUnbu3Mn06dNRVVXlwYMHJCYmIicnx8aNG6mvr2f+/Pn4+flRW1vLggULmDhxIps3b8bf35/58+fj6ekpzE/dWf7z588zYcIEqqurxeHdbRStr6/n/PnzBAUF4eTkRH5+PrW1tTx+/Jja2lpkZWVJT09n/fr1HD9+nOjoaJydnenbty/5+fm8fPkST09PscI3MTHh7NmzYqhLTk5GUlISHR0djh49iqqqKlpaWjg5OQlufVtbG2fPnqW8vJzKykp69uyJq6srnp6eIvZ18eJF5OTkOHXqFN7e3rx69UogiwsLC3n8+DGSkpIcOHAAY2NjPn/+TF1dHVVVVRw5coT//vuP4OBgmpqasLS0pLy8nM7OTtzc3DAwMGDSpEmcPHkSBQUF5s6dS0BAAK2trdjb2/PgwQOUlZXR0NDAx8eH8vJywsPDqaio4P79++Tn56Oqqso///xDTU0NP378QEJCgoqKCt6/f8/8+fNZsWIFGRkZVFRUYGpqKmSPuLg4XFxcuHv3riBWhoeHc/DgQYH/7b4RHzt2DEVFRW7fvs3OnTuRkZHh9evXWFpaMnfuXCoqKvDx8UFSUhIVFRVyc3P5+++/MTU15fLlyyxevJgVK1Zw+PBhUlNTmTBhApGRkeTl5eHp6UlTUxMVFRXU1tby4sULNDU1iYmJYdiwYdTV1SEvL09XVxfR0dFMnjyZhw8fMmLECJydnamsrOTz58+oqKgwYMAAioqKOHfuHAEBATx//lw493fv3o25ubkop+nXrx91dXV8/PgReXl5evfuTU1NDWZmZoSEhPyvetPOzs6voqKCPn36MGXKFJGxU1NT4+zZszx+/Fj0HHeXVnQ7+trb27G0tKSzs1PErPT19WlqasLd3Z2goCCMjY0xNTVlwIAB/P777+zevRtpaWmamprEZNwd8tfX12fBggUUFRXh4uLCoEGDePbsmTCbdbcLLViwgPr6eu7cuUNBQQGDBw+mZ8+e3L9/n4kTJ6Krq8vdu3extLRERUWFX79+YWxsTGlpKUuXLsXQ0JDa2lrh5FRUVBQT4NWrV8nOzmbPnj24ubkRGhqKjY0NMTExovrs4cOHVFZWsn79elJSUoTxphuJ+eTJE+bOncvAgQOpqalh3LhxpKWl4e7uzo0bNzA0NCQoKIgRI0bg7e2Nrq4uysrK2NvbM3r0aI4cOYKioiLfv39nwoQJyMvLIycnx507d2hoaMDJyYk1a9aQnZ3N69evRcVkZ2cn0tLSpKamCvrYuHHj0NDQICEhAXNzc969e8fChQtpbGyksbGRc+fOCefwnDlzRG7Q3NwcExMT/v33X44ePUq/fv3EoRoZGYmBgQEFBQWMHTtWtLTJyspy9+5dUdhubm5OS0sLK1asEImC8vJyIiIiaG1tZeLEibS1tXH16lXGjh1LVFQUZ8+eRVNTk3fv3nH9+nXc3d2F9PLkyRPk5eUZM2aMaPkZMmQIGhoapKamUlVVJcyOgwcP5v379yxfvhwNDQ2UlZVF7KybIzB79mwsLCzQ0tJi9OjRBAcHEx0dLcwnx48fR1JSEgkJCQ4dOkRlZSWtra0cP35cmKRCQ0P5888/UVRUREdHh/v37xMQEIClpSWSkpJ8+fKFSZMmUVdXx4EDB9DX16elpYVFixaJh/nt27eYm5sjLy9PR0cHr1+/JjExUbRR1dTUUFFRIfTWnj178uTJE5SUlHj//j1HjhwhPz8fZWVl3rx5g7q6OvHx8fTp04dVq1bh4uKChIQEt27dQl5enqdPn6KgoCDc1Q0NDUhISIjWqFu3bjFp0iR+/vzJvHnzUFBQYN++fXz58oW6ujrRQdzdzR0bG0tFRQU2Njbo6Ojw6NEjysvL2bhxIw4ODuzdu5dfv37Rq1cvOjs7mTp1Klu2bGHHjh2UlZVhaGjIyZMnmTx5MkVFRdy4cQOAqKgojIyM0NPTQ0lJCWNjY0JDQzl37hx9+vShR48e1NbWMnz4cBYvXoyzszO2trZcu3ZNGIuOHj3KiRMnRO/wkCFD0NXVRV1dnR07dqCpqcmKFSvo6upi/PjxWFtbs2/fPqqrqzEzM8PDw0PENUNCQli3bh3Hjh3j7t277N+/n927dxMZGYmCggJSUlLk5+cjKSkpgDi+vr40NDRw+fJlFi1aJNznLS0tzJ07Fx8fH+7cuUNLSwtr167l0qVLvH//nosXL7JlyxYB7hg8eLCgdnl6ejJ37lxOnz6Nra0t4eHhXLx4ERkZGQYOHIiJiQlHjx4lIiICaWlpQf1KSkoSzYc9evTgw4cPHDhwAB8fH9TU1Lh9+zbp6enCPHbkyBGePn3KjBkzuHr1Ku3t7VhbWxMVFUVSUhLTp0/n0qVL3L9/nzdv3rBs2TKsra1xcnLi7du3+Pr6sn79esaOHUtOTg4ZGRniUufu7s5///2HnZ0dL1++RE9PT+Cak5OTUVJSYs6cOfzzzz/s2bMHKysr9PX18fHxwcbGhqSkJN6+fYucnBwaGhrEx8fj6uoq4rnx8fFkZ2ezb98+LC0tCQwM5NatWygpKTF+/HhiYmLw8PAQWOerV6+yf/9+fv78yZ07d/Dw8MDY2Bg/Pz+am5uprKxkxYoVYvPavbF7/fo1CxcuxM3NTZR+NDc3C3f4smXL+PTpk0iXmJiYkJ+fz8+fP2lubiYvLw8rKyuBAc/MzERGRoacnByGDBnCgQMH0NHRoVevXv9bia9Zs8YvPz+fxsZGOjs7uXPnjtizu7m5sXLlSoqKisjIyODUqVM8fvyYbdu2iRXhjx8/yMvL4/Tp0+Tm5tKzZ0969uzJqFGjmDx5MikpKaKzNy8vT0wyubm5NDY2UlhYiKGhITNmzMDT05P79+8THBzMzJkzRT3Zq1evhLPy8+fPfPr0iV27djF79mzhtL5w4QL29vYiw/zjxw9REmFvb8//UXXecTmof9x/K+00NLUjZDSMSnYaolOZIcTJCOf44ZjHDtmhcMg8HCtlF9GQVCq0tCjai4YG2j1/PE/X6/X407zrvm/3dX2/n8/7PWPGDAoKCjA3N+fChQviaywqKqK7u5v79++jqakpXjS9e/fmt99+w9jYmMOHD7NmzRoqKipoamoiMjKSZ8+e0bdvX27evCnIW7a2tjx69AhXV1dKSkqQkJBg5syZ1NfX09LSQnJyMseOHRM2pcWLF5Oeno6xsTELFy6kuroaPz8/nJ2defToEe3t7bi7uwvAfU+I7/v371RUVODp6cndu3cZMWIExsbGNDY2YmFhwa9fv2hsbGTPnj2oqKgwevRoampqWLt2LVlZWRw9epSEhATS0tLw8/MTtp2JEyeKakFkZCShoaG8evWKhQsX0tHRgYaGBrdu3SI2NhZLS0uRFF6yZAm9evUS/d+eelVgYKDQ9bW2tlJSUkJkZCQlJSWoqqqKFHtPp93BwYGxY8fi7OxMa2srEyZMoK2tjYyMDDFGfv36NZWVlSLs0rdvX7q6uigvL2f48OGYm5vj6emJu7s7vr6+JCcnY2RkRHh4OOPGjUNeXp6mpiZWrFjBpk2bGDhwILm5uURHR2NsbIyhoSHm5uZkZWXx22+/CY1ne3s7QUFB7Nmzhz179rBr1y4xfZg2bRo/fvygtLRU2KZWrlyJoqIiQ4cOBaC+vp7Tp0/T1dUlGO4tLS1UV1ejrq7O9OnT+fr1K7NnzyYiIoLCwkKUlZWRkJBg06ZNNDY2oqCgwOHDh0VIUElJiXHjxgl6WFpaGqNHjyYgIIDQ0FCePXuGn58fffr0YfXq1QL9KCkpyefPn3nz5g0dHR00NDQAiMfm7OxMcHAwffr0obKyUkg3oqKiROBx4MCBPH36lPb2djZu3IiTkxNKSkr8+PEDTU1NcVMxNzcnKioKMzMzAgMDSUtLw93dXTjiJSQkUFZWxsXFhSlTplBaWsrJkydRUFDgwYMHaGhocObMGZKTk9HQ0MDd3Z3m5mZ0dHSQl5fH1taWlJQU9PX1aWhoYNKkSbi4uPDy5UtcXV0BuH//PhoaGgwYMICGhgZWrFjBhAkTBPHLwcGB2bNnEx0dTU5ODmPGjCEwMJDW1laqqqqQkZEhPz+fjo4Oxo0bx6FDhxgyZIhoTty+fRsTExNkZWU5duwYcXFxZGdnExgYSGxsLPLy8sTExLB3714+fvxIc3OzaNn0pNyNjIwYMGCAYKP//PmTDx8+MH78eJYvX46cnBwZGRmUlZURHx/PkydPOH36NOvWrUNLS4vg4GDx/a2traWkpITGxkZSU1OxsrJixIgR5Ofni/VMRUUFM2fOpE+fPpSVlTFp0iRxCAwLCxOHRxsbG168eMGUKVPIz89n165dhISE8PPnT8FNsLa2ZurUqTx79oy9e/fi4eEhSHtSUlJISEigpqbGhAkT+PbtG62trbx9+xYFBQU8PDzERC0hIYEPHz5w6NAhjhw5wqZNm7C2tkZdXR1vb28CAgIYO3YsGRkZwtne2dkp9s89LPbPnz/j5eWFpqYmmzZtorKykm/fvuHi4kJiYiLq6uoMHz6cyZMnk52djZeXF+fPnxdGSoCpU6eSm5uLr68vpqamyMjIcO/ePYyMjHj58iWDBg1iwoQJPHnyhJSUFBwdHUlNTWXWrFksXboUExMTpKSkGDlyJDdu3CAxMZEFCxagq6vL58+fmTFjBi9fvuTLly9cv36dnJwc3rx5w8qVK/n8+TMXLlwgJydHgHY8PT3p27cvkoMGDdo7c+ZMqqurmThxIg0NDSI5PHLkSLZt2yY6pmvXruXw4cNs375dfOP69evHnTt3SEtLo3fv3pw+fZrW1lYWLlxIYmIiw4YNo3fv3sTExKCqqkpQUBC/fv0iIyOD1NRUamtrWbhwIcXFxRw/fpy///6bvLw8mpqacHZ2pqSkBCMjIy5cuMCAAQO4cOECmpqarF69mtraWiwsLDA1NaWyspKrV69SVlaGlJQUs2bNYvbs2Vy/fl2AG3o43m5ubmRlZbFgwQISEhJYsGABJiYmjBo1irt37zJy5Eh8fHwoKSnh5s2bDB06lF+/fpGbm4ucnBz79+/n999/Z+HChZiamlJVVUVWVha1tbXMmjWLiooKVFRUMDU1JTw8nJiYGHR1dUWw7ODBg6SnpxMUFMTbt2/R09Pj6dOnPHjwgCFDhqCpqYmkpCSOjo4kJydjY2PDmzdvqKmpwdbWlq6uLgwNDamoqBCWmoaGBhoaGsRJtKdCpqamhqSkpAjzRUREcP/+fZSUlPD19WXjxo0MGTKE/v37093dzcqVK3nw4AEBAQE0Njaiq6uLnp4enZ2d4pa3bds2lJWVyc7Opqmpid27d3Pjxg2+fv1KWVmZ8MWqqqqyaNEifvz4wZkzZ9iyZQsnTpzg4cOHAi85evRofv36xZkzZ/jw4QMWFhZUVlZibm6Or68vMTExVFZWMnPmTGpra5k3bx5tbW0oKCjg5+eHp6cnffr0QUJCQjiX3717x4cPHxg9ejSvXr1i/PjxmJmZkZWVhbe3N9nZ2aLXqqSkRHJyMsnJyWzevJnS0lJGjhwpxBr//fefSEeHhoaSm5tLXV0dDQ0NPHnyhHPnzrF69WqsrKxEZ1NbW5srV67Q1tbGwoULefz4Mc+ePcPV1VUgD3sSv+Hh4aiqqpKamoqNjQ2XLl0iMTFRwF8+ffrEp0+fqKqqEodYFxcXWltbCQwMpHfv3sTFxeHq6sqxY8dwdHSkra2NS5cuoaqqSkVFBbNnz2b79u38+eefxMbGMmDAAJSUlMTfc+rUKYqLi0lMTERRUZG8vDxsbGywsbERDYW6ujpWrlyJhoYGV65cITs7Gy0tLQoKCtDW1mbgwIEMGTKEJUuWcOjQIeLj4/n7779xcXFh5MiRmJmZYWVlRVpaGiUlJSxYsABlZWX+++8/Nm3axNGjR+nXrx9tbW08f/6c9PR0qqqq+PDhA6qqqsyfPx9nZ2dxy5eVlSUkJIQZM2agpqbGo0ePkJSUZOrUqVy5coUPHz4IXn2/fv0oLCzk7t27qKuri1tdZ2cnUlJS2NnZ8fDhQ3Gj7+joQElJiQcPHnDo0CEKCgrEpOX06dMsXLgQNTU1vnz5goSEBK6urtTU1CAjI8OhQ4fw9PTE19eX5uZmVFVVcXd3Z9iwYQQFBdGvXz/U1dXFeiksLEwEFiUkJGhqakJSUpK0tDTU1NTQ0NBg06ZNxMXFUV9fz3///YetrS1aWlrk5+ejpqbGrFmzhPZUV1eXAwcOoKury//+9z+hGa6ursbU1JTg4GD++OMP/vrrLwwMDFBWViYnJ0dgXPX09MRIu0e5rKKiwoEDB5gyZQqbN2/G19dXeKk3b97MhQsXWL16tWgI3Lx5Ex8fH3R0dHB0dKSjowNPT0+6u7vR09PD398fIyMj1q5dS0tLCykpKUybNo2uri48PT1pbGzExMSEsLAwDA0NkZSUxNbWlpycHDG1SU9Px9/fX3TJez5z9u3bh5mZGfr6+vz111+UlpbS1tZGY2MjZWVlHDx4EEdHRzIzM7Gzs6OpqYno6Gjx9S5evJivX79y9+5dcTgrKCigoKCAo0ePUllZibS0NJ8/fyYlJQVra2uys7PZvn07WlpaqKuri+bFgAEDRFp9586dQl3s4uLCly9f6OzsZMyYMRw4cIBevXpRXV1NcHAwv//+O5aWlgwYMABnZ2fs7e3ZuHEjEhISSLa3t+/NzMxEQUFBBFcMDQ1FeEVHR4fRo0cTHh5OQUGBUEoaGxtjZmbGvn37aG5uZsOGDYSFhVFZWQnAwYMHxYusB42orKzM33//LU5gP3/+pKGhQYzDe/ab9fX1mJqa8ubNGy5evCjoQtHR0SxatEgYanogJg8ePBBe0p6QQVxcnHDFNjQ0sGfPHlJSUpCTk0NZWRlNTU2Sk5Px9PQkODhYIFdVVVUZMGAA//zzD1lZWZiZmSEvL8+MGTOwtbXl1KlTzJo1i759+/LmzRsWLVqEm5sbJiYmKCkpoaKiIkaYnz59YuzYsYIU9vbtW9atW4erqyutra2MGDGCKVOmMHz4cIYMGYKysjK7du3Cz89P3CS1tLSIiYnB2tqaT58+0d3dLW6+MjIyIoG7bds2/vnnH5SVlbG3txfg/sePHxMWFoasrCwnT57k2LFjLF++nLq6OpSVldHR0SEvL4+amhpRr+rs7KSgoIBHjx7h7+8vRu49K4YxY8YIylwPP/ju3buYmJhga2tLfHw8R44cEbIVY2Njpk+fTmJiInFxcQQEBFBdXc23b9+oqqrit99+w8PDA11dXV68eIGLiwufP3+mqKiIpKQkrKysqK6uJiIigsuXLzN48GBRpVNSUmLz5s3k5OSI/WAP2/yvv/5CV1eX8vJyCgoKKCoqIiEhAQUFBV6/fs2TJ0+EhOXGjRusW7eOiooK2tvbSU1NpbCwUCSMCwoKkJaWxsHBgXfv3rFmzRqysrKIj4/n/fv3REREYGBgQHt7OwcOHCA4OJh1KvsTAAAgAElEQVSUlBRRU9m5cyeZmZm4ubkxaNAgLl26hLW1NQMHDuTIkSO4u7tjYGCAr68vNjY2TJw4EW9vb9zc3CgoKKCwsJCWlhY6OzsZP368UPtt3bqVgQMHCnZBZWUlzs7O7N69mzt37jB79mx27NiBsrIypaWl3L59mx8/fvDt2zcePXqEoaEh06dPF33T7u5ukpOTaWtrY9WqVdTW1mJpaYmdnR0pKSkEBQWxY8cOPn78SGNjIx8+fEBXV5eNGzdibW0tbsuTJ0+mvLyc4OBg5s+fj5aWFrdu3eLjx4+MGjUKR0dHPnz4wNq1a7lz5w7jx4/Hw8ODPn368OjRI3r16iWUnz26xvT0dM6dOycqmzdv3mTs2LEEBQXx6NEj0tLSyMzMZObMmVy8eJGrV69y+fJlsUL7448/WLduHb/99ptwF6ipqWFmZsb69evJyclhw4YNJCQkEB0djZOTE56enhQVFXHo0CH+/PNPDh8+zIEDB8QY+NWrV2zYsIF//vmHlpYWNm7cSEFBAevXr2fdunWEhoaSmpqKjIwM3d3dbN26lfXr1/Px40eWLl0qpkYJCQmCxd/Tajhw4AAXLlxgyJAhSEpKMnPmTBQVFSksLMTPz49bt26xZMkSdHV1xQSjJ5ndg+Jsbm5GW1sbX19f1q9fz+jRowkMDKSgoEDcFDU1NVFSUhJrAA0NDUHMKygoYM+ePeTl5VFUVMTo0aPR0dHh/PnzPHv2jGnTplFUVERpaSmenp4oKCigq6uLgYEBiYmJ3LhxQwRUzc3NBTimZw/8+fNnpKSkuHz5Mubm5nR1dYn3e0JCAn5+foSEhBAZGUl5eTlKSkrY2tri4+PDjBkz6Ojo4OfPn+zcuZOhQ4fy4MEDZGVlqaur4/Lly3h6eiItLU1HRwfl5eUi3Z2fn8+zZ88wNzcX9kcZGRkePXqEvLw8ioqKREZGkpGRIVbCz58/x8XFBQ0NDRITE1FQUKC7uxstLS1WrVrF69ev0dHR4cCBA3h4eKCnp8fhw4eZMGECWVlZqKurs3HjRlHxmz17NgUFBbx580aAUmxsbPj48SOmpqYYGxvz5MkT6uvrUVNTo62tDcnnz5/vHTNmDNbW1nh6emJtbU1FRQU3b95k1qxZ2Nvb8/37d5qbm/Hx8aGiooKamhq2bNkiKkFubm48ePCA2bNnk52djZycHDt27EBRUZFp06bR0tLC6tWref78uXBnnzhxgj///FOMlyIiIhg+fDizZ88mJSWFsLAw6urqWL58ObGxsVRUVHDv3j02b94sxifx8fGUl5cL2YiWlha1tbV8+PCBlpYWQRrqYTFHR0czbNgw0TfvWfyfO3eOGzduICcnh7W1NWVlZRgZGWFjY0NBQQH6+vqsWbOG8ePHs3LlSszMzGhqasLFxYXw8HB27tzJw4cP+fr1K11dXUycOFFUDHqwiWFhYSxevJjY2FgkJSXJysrC1dWV+vp6EhISGD58OPfv30dSUpKfP38Kldy+ffuQlZXF1taWnTt30r9/f4yMjMjMzGT69OlkZWWxfPlyKisrKSwsJDIyUvijezqAffv2xdDQEG9vb44ePSrGlD1cdgsLC8zMzCgqKuLu3bv8+eefKCoqcujQIZydncnMzKR///4kJSUxbNgwHj58yPTp05GRkRFJdEdHR0pLS3n06JHAjnZ0dCAlJUVJSQmampqCa9yTSZCTkxMnYDs7O6qqqkQyW0NDgzt37jBlyhQkJSXZvHkzsrKyKCoqUlNTg5WVFdra2ly+fFns+3t45T3Yv6amJoYMGUJzczODBg3iyZMnTJs2jfLycqysrEhPT2fFihXY2dlRXl6OlpYW6enp7N69m6ampv8rjP9/pLnY2FhGjRpFQECAqGOMHj2a0tJSiouLCQkJYciQIdjZ2fH48WPmzZuHrKwsS5cupbu7m0+fPtHe3k5zczPe3t6MGjWK1tZWnJyccHR05Pfff+f169dUVVVx9uxZAgMDMTMzY+vWrSxZskT0k6uqqpCTk+Pdu3f079+fmJgY6urq+Pnzp7gdv3jxgsbGRjE+l5WVZfz48TQ0NJCfn4+BgQFubm6MHDmS1tZWMjMzBWpRTk4OfX193N3dGTlyJPr6+vz+++/IyMhw8OBBnJ2dmTlzJs+fP8fe3p4TJ04QFxfHiBEjsLe35/Hjx8jLy+Pt7c2NGzcICAjA2NhY4DF72hgBAQFs2LBBCHKsra1ZtGgRgwYNQkVFBW1tbSoqKnjx4gWvXr0iLCyM2tpaoZl89eoVKSkp6Orqkp+fT79+/VizZg07d+4U/26fPn2ws7PDzc2NpUuXsnbtWvbv38/jx4/ZsGEDmzdvxtramo0bN9Lc3MzevXuZN28e3t7eYmLj6+vL7t27OXPmDN3d3XR0dBASEoKPjw9FRUU4OzvT0dHBsWPHxH++zs7OeHh4cP36dfz9/amuriYsLIwHDx5QUVGBrq4uR44cISgoiObmZpqamjA2Nhb8/dzcXCQlJUlPT8fJyQkHBweUlJR4+vQpqqqqIsm/aNEi7t27x71796irq2PBggX8/PmTEydO0NraysuXL7GxsWHr1q14e3vzxx9/oKmpyfnz5wE4d+4cAQEBSEhIiKzB7Nmz0dfXZ8WKFXh5edHd3U1iYiKfPn3Czc1NiJHi4+NZunQp7u7u1NXVUVxcTFRUFJWVlcKYFh0dzaRJk5g8eTLjx4/H0NCQ/v37Y2hoSH19Pf/88w///vsvT58+JSoqirt372JkZCQyBMuWLePff/9l8ODBLFy4UPDKe8A2VlZWNDY20traSnZ2Ntra2uIw8PnzZ06cOEFZWRnm5uZMnjyZ33//ncbGRiwtLUXj5dixY0RERFBZWcnixYuZO3cu06ZNQ19fn2HDhpGcnCxMY8ePH+evv/4S7PwRI0YgJSXFpEmTyMvLE5fDDx8+cPr0abS0tLCzs6OgoID58+eTlJQkXO1hYWE8fPiQjx8/cvHiRW7duoW6ujpGRka0tbVRX18vfq6hoQFLS0seP36MZHV19d7evXuTnp4uTDU94Iye3aeamhqdnZ28f/8efX192tvbiYmJIT4+noSEBO7fv09aWhr+/v7i9vj69Wuqq6t59OgRysrKPHv2TBhSysrKOHDgAAkJCQQFBaGmpsbVq1f5/v07L1++ZM6cOdTW1jJkyBAqKio4deqUeIJ7RvH19fXMnj1bpDG9vb0xNTVl6tSphIeHM2rUKCorK3FycsLAwIDg4GC8vb05f/48nZ2dvHz5ksjISHFD7RFg6OnpERMTw4IFC7h16xZr1qxh9+7dNDQ0iLCPgoICCxYs4MWLF9jb23P27FmBqFNQUEBZWRl/f3/U1dUFbMDAwIBfv37x6dMnzM3NUVFREXt3ZWVlpKSkWLFiBSkpKfj4+DBt2jQhsVdWVkZXVxcjIyM8PDyEMP7BgwcEBgYSHR3N8ePHGTBgAEOGDCEzM5P29nays7MFmF9ZWRkPDw+8vLyE41hBQYHU1FTU1dX5/v276BNfvHiRtLQ0evXqRWZmpqgL9ViV1NTUSE5OxtLSkhcvXjB58mQWLFjA169fmThxIlJSUiK9fvLkSTw8PHj9+jXjxo0TWMieuomamhp+fn7s2LFDJJt7anE9vOdHjx7Rt29fpk6dKm7OcnJyApvb0tIi+vJ6enq8f/+enz9/8vHjRzw8PGhubqalpYWWlhZiYmLQ19enpaVFkLCSkpLE3nrkyJEMHjyYL1++kJOTg6mpKePGjaO2tpbTp0/j6OiInp4ey5cvR1NTU9wcTp48yX///UdCQgJ9+vRh9OjRyMjIkJmZSXJyMufOnePSpUscP36ciIgIIiIiRL3kyJEjQrVaXFzMnDlzRM8+LS2Nr1+/Mm/ePPbv309RUZHgy1+6dAlPT0/mzZvHuHHjGD16NIAQ94wZMwZVVVWGDBnC6dOnmTBhgrAdVVdX8/HjR1xcXAT+cODAgSgpKbFjxw6KiorQ1NREQkKCsrIynjx5wvPnz0W18Ny5cyxYsAA9PT3c3d1Zv349oaGh9O/fn8+fP4tEc3x8PLKyslRVVXHp0iWqqqpISkoSVr5169bx999/8+jRIwoLC3FycuL06dMsW7aMx48fIysri7m5OVJSUpSWlnL9+nUhpQkJCaGjowNTU1PMzMz49esXSUlJrFq1itmzZ5OamoqKigpBQUFC72poaMjgwYN5+PAhbm5u1NbWcunSJeTl5QWE5+jRo0KHOmDAAJqamrC2tkZeXp6bN2/y8uVLcnNzycjIEIAULy8vdu3ahba2NikpKbS1tfHy5UtR9ewJx+3atYu5c+eKpPS7d+/YuXMnjo6OhIeHi2nf/v37MTU15enTp5w7d45Ro0aJCaGNjQ3W1tYoKSmhqalJW1sbysrKrF27lv79+9O3b1/Ky8uJiIjA1NQUc3NzMRnq3bs3aWlpdHV1sWbNGt6/f8/06dPZvHkzQ4cOpbCwkJcvX3L9+nWioqIoKSlhxYoV1NbWCs51v379xE46Pz+fxsZGDAwMuHLlCtXV1WhqapKamsratWu5cOECpaWlSEtLA/Dt2zfS09M5evQoV65cEe8Jf39/vLy8hKtgw4YNeHt74+7ujoyMDDExMVy7do1169axc+dODhw4gLa2NsuWLcPKygofHx80NTUpLi5m3LhxtLS0CCVydnY2eXl52NnZcebMGRwcHPDw8GDv3r3o6Ojw7t073r17x/nz57l58ybnzp1j6tSpYs8+e/ZsTE1NaW5uRk9Pj6lTpyIvL092dja2trZC8VlfX09ycrKoORsZGYmR/f79+1m9ejV37txBUlJSaIsHDhxIamoqEyZMoL29naamJsEfWLp0KWvWrEFeXp7U1FTOnj2L5M6dO/f2hKG6u7vJyMgQ38wer3XPWKy6uprY2FiGDx9OW1sbzc3NHDp0CCMjI4KDg6mrq+PLly+YmJgQEhLC3r17efLkCampqRw4cIBPnz6RlJQk6l6xsbH873//Iz09XewUOjs7+fLlC9XV1dy6dYuHDx9y8eJF4uLiOHv2LJcvX+b8+fMoKipy4MABwsLCqKmpEbrL58+f8+bNG3bu3Elubi6xsbFs376dBw8esGvXLurq6lBXVxfGqKysLE6cOEFAQAD5+flYW1vz4MEDsrKyaGxs5MGDB6ipqWFlZcXJkyd59eoVHR0dgjHdo5msr68XsoYeXGd7ezutra3MnDmTT58+ERcXh7W1NZmZmZSXlwujUVZWFg0NDfz3338sW7aM169fc/DgQVErUVJSIicnh7q6OoYPH05ZWRlnzpwhLi5OoE2rq6tFGrOoqAgtLS169+7NpEmTeP36Ndu2bePp06f8888/2NnZ0dbWxrFjxygtLSUyMpKKigoyMjJYvHgxkZGRGBgYkJ6ejqGhIffu3RNjmby8PL5//869e/c4deqUODyVl5eTkpLCmTNnePDgAWfPnkVOTo4PHz78f/rRJUuWCNvO69eviY6ORktLi1evXtHY2Mjbt28ZMGAAqqqq5ObmEh4eTm5urug21tXVCRSimpoaTU1N4jCloqJCa2srxsbGSEtLi17p7du3iYqKYuzYsQAYGhpSU1PDjx8/sLCwEGa5jo4OjI2NiY6OJjMzU8AyeshLKioqDBw4kPz8fGJjY0lOTqauro6wsDA8PT25du0aUlJSXLx4kbVr1wr3saKiotiVaWlpMW3aNGJiYjh16hRPnjxBRUWFxMREevfujYKCglBD9tSitm3bJvaDhw8fJj4+nkuXLjFp0iSioqJISUkRXPTm5maio6Opra2lrq6O1NRUUlNT+eeff0hISODEiRM8efJEjNTDw8OprKzEzc1NmOc+ffpER0cHZmZmNDY20tDQQHt7u0Bp9qAiU1NTkZSUZOTIkVy7do2ysjLs7e2JjIwUf9bMzAw/Pz9h0/vy5Yt4nzx58gRbW1vCwsL466+/yM/PFyGuU6dO0dbWxrp160hMTGTw4MFISEiwZMkSISWKiYnh6tWr9OrVCx8fH+7evYusrCyrVq1CXV2d6upqARfp7u6mvr6e7u5upKSk+PnzJ5GRkWhoaPDx40e0tLTYt28fDx8+JDc3FwkJCU6ePMnLly9xcXHhwoUL7Nq1C01NTXbu3ImUlBRqamrcvXuXnJwczp49y5YtW7h8+TJz5syhqamJY8eOUVJSwqlTp0hISKCxsREbGxvBovDz86OxsVGIdnpkSCUlJdy7d49nz56J579nctarVy9aWlpISkoiOjqadevWERUVRV5eHo6OjjQ3N1NTUyPgMefPnyciIoKEhAQxKY2Ojub27ducO3cOVVVVMjIyuHnzJqWlpWRkZBAeHs61a9fQ1NQkMzOTjx8/0q9fPx4+fMiFCxcIDQ0VONbg4GBBvRwzZgza2tp0d3cLHnxP6vr8+fN8+fKFOXPm0NzczOXLl6mqqhI+8JKSEkJDQ4mPj+fly5c8fPiQefPmERMTw99//829e/dEFqEnWLtnzx6OHj1KW1ubeK/2fACGhoZSU1MjxFIKCgrEx8eTnZ3N2LFjGT16NG5ubhw7doyuri4mTZrEo0ePqKio4OHDhzg6OoqWRk8tUE5OjlmzZhETE0NiYiJFRUUcO3aMq1evEhERQXl5uWAmBAYGCj789+/fefLkCX5+fujo6IisRUhICDExMRw+fJja2lpSUlI4ffo0165dE3jpa9eukZCQwMqVKwkLC0Ny1qxZe3v2E/fu3WPPnj1cuXKFr1+/YmhoyJcvX4Su78ePHygoKIhifZ8+fSgoKKCurg45OTnS0tJYuXIl48ePZ9myZezevZvBgwczduxYrly5wsSJE8UtSE1NTey4xowZIzzPPTahtWvXcvLkSYKDg0WifP369WzYsEFIPfr3709nZyfbtm2jvb2dkJAQVFRUSElJobm5mfT0dNauXcuGDRuYNGkSBw8eFHjLX79+YWBggLq6OkpKSnz//h0rKyu2b9/OoUOHCAgIYPbs2VRVVQl+c1BQENbW1lRXV9PV1YW5uTmysrJ8/PhRdIYXL16Mvr4+lZWVAt4fEREhdieampp8//6dESNG8PjxYxISEti6dauQVfRg85ycnGhpaeH27dvs3LmTwMBAgoKCxNguJiZGOFYvXryIv78/aWlpdHZ2oqSkhIODA3p6ekyaNIm4uDhxivPw8MDJyUkkFzMzM/H29hapxz/++ANXV1eePHnCqFGjhHA+Ly8PTU1Nfv36hYyMDM+fPxe7vpqaGqKjo1FVVUVeXl6Yow4cOMC+fftoaWkhJCSEL1++ICMjw/LlywUFr+cgtXbtWq5cuUL//v1pa2sjKSmJ+Ph4vn//ztKlS0lKSkJZWZmtW7cSERGBl5cXxcXFKCgo4OvrS0hICLa2tqirq7N48WKam5vJzMwUCdbq6mrxIWJjY8OUKVOYO3cuu3btws7OTnCRc3JyaGpqErrKHiTgvXv3sLCwQE9Pj6qqKvT19fn69SvFxcUoKysLrWFjYyPx8fEMHDiQuro6IR8oLi6muLiYYcOGiQ8rWVlZvL290dfXp7Ozk6amJi5evIi1tbUYbWdmZjJq1CjmzJlDS0sL+fn5tLe306tXLyQkJHBwcKBfv35ERERgaWlJRkYGcnJyLF68mLy8PGbMmCG65j1QIgcHB06ePMmuXbuYM2cO6urqSElJife2kZERWVlZonbY1NQkwEZVVVVkZGQgLS3NhQsXsLS0pLm5mc2bN1NSUkJiYiJnz57l5cuX1NfXo6KigrOzM0lJSURERDB16lS2bNnCli1bRPAyKyuLuro6oqKi2LhxI69fv+bTp09oaGhgbm6OpKQkFy5cIC4ujsLCQioqKpg7dy4ZGRnIy8vz5MkTTE1NiYmJYdu2bcjLyzNixAgmT55Meno62dnZ3L9/H2tra+rr60VPvXfv3nR3d6OhocHBgweZM2cO7u7urFq1inv37gl3cU5ODunp6QIVe/v2bZ49e4a1tTV1dXVYW1tz+/Zt9u3bx+HDh4mKimLDhg3s27ePkpISkpKS2LJlC+bm5tjb24vw3Y8fP9ixYwf3798nLCyMkpISRo0axa5du/Dx8cHV1ZV///1X8OTLyspQV1cXIdP4+HjMzMyora3l+/fvTJ06FW1tbcaPH099fT0dHR2sXbsWPT097O3txZpBV1eXQYMGCTrgu3fvyMjIIDk5mZkzZ7J+/Xp0dHQICAhg6NChwrTVM+n83//+R3d3N7t27eK///6jubmZ6dOn8+zZM2pqavj69StSUlIsWrQIf39/mpqaWLRoEVu3buXcuXPIyMgQGxvLixcv2L59OwMHDmTgwIFkZGSIfrS9vT3Xrl3DyMiI06dP8/37d+rq6li9ejW5ubkMGTIEaWlpxowZw/Tp0/n58yeGhoZkZWUxevRobG1t+fz5M+np6bx58wYdHR2+ffvGuXPniImJITs7m+TkZMrLy1FUVOT79+/iZpuXl8eECRMYNmwYs2bNEsheCQkJ3NzcRI3v/fv3SEtLo6amRmNjI0OHDmXYsGFMmTKFR48eCXa5gYGBIEH26dMHAwMDrl+/zpYtWzh79iympqYYGRkRFRXF/fv3OXDggFD/Dhs2jMLCQvr168fUqVP/bw/b2tpa6MWSkpJITU1FT0+PdevW0d7ejoeHB8+ePeP58+ccP34cJSUlpk6dKsrkd+7cwdXVlbCwMNF13bhxI9ra2qipqYkHXl1dLT5Uurq6UFBQYODAgQIDqqKiQnJyMi9evEBbW5v+/ftjbGyMi4uL8KzW1NQwY8YMzp07R3V1NQ0NDWRmZvL161cUFRWZMGEC6urqtLe3IyUlhZaWFmfPnkVeXh4XFxe2bt1KQ0MDv//+O0+fPmXBggVIS0sTFxeHiooKf/zxB6mpqWRkZHDs2DHu3r0rajR9+/Zl3LhxyMnJoaenx4gRI8jLy2Po0KG4urqya9cu7t69i42NDd++fRPs8p7aVEpKCqWlpRgZGYlb882bNwXMQEZGhsmTJxMVFcWbN28wMjLi6tWr1NTUMGvWLA4ePCgCR8nJyaxYsUKkFYcNG8bkyZPJzMxEUVGR+vp6ysrK0NLSYvny5UIMEhkZyfTp0zly5AjGxsYMHTqUjx8/ijdJz3MeHh7OunXruH37NvPmzcPPz499+/ZhamqKh4cHCxcuRF5enqdPn+Lp6cm9e/dYvXo1wcHBeHp6MnToUObMmUNMTIwQQri7u2NoaMilS5f48OED2dnZVFdX06dPH8zNzblz545IR+rp6XHx4kW6u7u5ceMGmpqaaGho4OPjg5SUFABpaWncvXsXZ2dnsrKyKCwsRE9Pj02bNqGnp4enpydubm4CXxkcHMzLly+xtrbG1NSUkJAQKioqmDhxIqNHj+bTp0+8evVKpH779+9PR0cH3d3dvHv3jszMTDQ1NVFXVyc/Px9paWlWrVrFxYsXKSws5O3bt1hZWYnswvz585kyZQrDhg0jICCAzMxMLl++zIcPH8Tv8ff3JyUlhVevXnHp0iW+fftGQkKCQMfa2dmxbNkyWltbCQ0NpaOjg9jYWGbOnMmpU6f4999/OX78OLt37+b58+dkZWWxbds2vL29hZO9p4vb81h6bokrVqzg7du3lJeXExYWxurVq4VIYuTIkaKW6O7uztWrVwVdLTExkcrKSlpbW6murkZCQoKNGzcydepUAQzy9fUVobklS5aQlZXFoUOHRKo7JSUFBwcHOjo62LdvHxYWFkyePJkbN26wdOlSDh06hJycHA0NDaipqQmYS1FREeXl5RQWFjJp0iS8vLy4dOkSQ4YMobGxkZEjR+Lh4YGamppYS33+/JmvX79SX19PfX0948ePx8vLi1OnTrF+/XrevHlDeHg4u3fvJj4+nvXr1wvdqZOTE/PmzaNv3744OTkBcPz4cUxMTLCwsMDBwYH3798zatQoYmNjycnJ4fDhwzx48EA41q9du8aJEycwNTXFz8+PFy9e0KtXL6ysrJgzZw7Lli1j/PjxJCUlERAQwMWLF5k2bRrKysp8+fIFbW1tDA0NKSkpwdvbm5aWFq5du8aoUaO4dOkSubm5DBs2jO3bt7N//37xmjp8+DBr167lzJkzglo2depUIa04fvy4YCAYGRmRnJwsXO9GRkYoKyvT1dWFsbExubm5VFRUMGHCBOLj40lNTUVfX5+uri7y8/MFUMnS0pL29nY0NTWJjY3Fx8eHo0ePcujQIX79+sWOHTt4+PAh//vf/7h165boZdfU1NDU1ERLSwtv3rzhypUrrFq1CkVFRYz+n/e9h2T55s0bpk2bhra2NufPnycqKorRo0cLnHGPhvfMmTMiD9QDiho6dCg7duxg8ODBZGZmig/ZAQMGoKGhgb6+PqampmhqaqKvr09HR4f4DOy55FRVVVFVVcWuXbsEQOXFixcMHToUAwMD+vbtS1JSEt+/fxeh3osXL2JhYSGEUEuWLKGoqIjly5dz/PhxNDU1+fLlC/v372fdunU8evSI4OBgoQ3tgUZJnjp1am9ISAgGBgbIyMjg5uYmnojIyEjOnTtHXV0dXl5e9O/fn4aGBsLDwzExMcHPzw93d3fRnz558iRPnz6lsLCQWbNmoaqqyrZt2+ju7sbLywsdHR2amprIzc1l4sSJSEhIiG+usrIyCgoKvH//Xtwm+vXrh4yMDD9//uTChQtcvXqVvn37CrtKbW0tmZmZFBQU8PXrVwoLC9HX18fHx4erV6+KSP6PHz8YN24ckpKSFBUViSDd+/fv0dXVpbq6mu/fv6OsrMy1a9eIi4ujqKiIa9eu4evrS2xsLGZmZpSVlZGUlERQUBBJSUlUVVVx8uRJ2tvb6d+/v9jNODg4YGlpSa9evYiNjcXf31/cSqOiogRJSEFBgfDwcIYPH86JEydwdXUlOztbCCrevHnDrVu3+PLlC3/88YcYfa9bt4YWNqUAACAASURBVI7//e9/tLS0oK6uzqRJkwgLC+P169doaWkBoKmpSZ8+fcQOtKc+ZG9vz5YtW5gxYwbt7e2EhobS3d1NYGAg0tLSLFy4kMDAQObOncuRI0dYtmwZpqamBAUFYWlpSUBAAPPmzePbt2+C9Z6SkiKCQrt37+bmzZv4+vqK5+PDhw9MmDCBlJQUrl+/Tnp6Oq6urkhLS2NqakpNTQ2BgYFih9izgy8oKKCrq0sIBFJTUxk9ejSRkZEC+2hnZyeAKjo6OkyaNAldXV0yMjJ49uwZa9asERjAnhpij4VNW1tbnHx7nN4WFhZMmDCBvLw8EhMTKS4uRltbG4Bbt25hY2ODmZkZhoaGqKqq8uTJE7q7u/n58ydeXl64uLhQVVVFQ0MDL168EF3d6dOnc/jwYe7duycc7pmZmdy8eZO8vDyOHDkiQjd2dnbY29uL5Oz169e5ePEijo6OwiVsYmKCoaEhCxYsYMmSJVy9elV0odPT08XjmTRpEoDYm27bto1Pnz7x8OFDWltbef/+PWfOnKGwsJBevXqxfv16Hj9+jIyMDIWFhfj7+zN58mTmz5/P27dv2bRpE4GBgdja2jJs2DA+f/6Mnp4eq1evpqysDDc3N+Tl5cX7Sk1NDScnJ/bs2YOEhIRAeSoqKooDYc843s3NTYxWvby8hFAlLi6OtrY29u/fj5OTk9jz/vr1i1evXrFnzx58fHxYvnw5v379Yvv27SxZsoRFixaJNYODgwMHDx7E2NiY5ORkQbWSkpIiICCAlJQUVFVVmTRpEkFBQTx48ID58+eLitfdu3dxcHCgrq6O2NhYVFRUMDEx4dq1a1y6dImhQ4eye/duOjo6uH37tmBRv3v3jtjYWLy8vDhz5ox4f5eWliIpKcmNGzd4+/Yt3759Izg4GHV1dfbt24ekpKSoQ/Ycvi0sLIRMqUfH2AN+qa+vp7Ozk1u3bqGnp8eYMWN4/vw50dHR/Pbbb0ybNo1+/foJQ1yfPn2YOHEiT58+paCggMDAQGpqaujs7OTFixfMnj0bGxsb+vTpI3zoPd3s33//nQkTJmBsbExKSgpr167ly5cvNDY24uDgwJgxY8TfVVxcLCqCVlZWbNu2jfz8fCGQef78OdOmTRP0ygsXLnDnzh0KCgp4/vw579+/R0NDg379+lFfX4+NjQ0RERFkZ2ejoaGBhYWFmKB0d3cjLy8vAsTTp08nLy8PIyMjHj58KMRQkyZNwsbGhvT0dLGjfvfuHadPnxYZCykpKZ4/f05wcDBdXV0kJiYycuRIhg8fTn5+PlOmTBGHwPb2dt6+fcu1a9eIiorCz88PW1tbQkNDsbOz4/Lly4wdOxZlZWXs7OzYvHkzS5cu5ePHj/j4+KCiogJAUFCQyM1s3LiRY8eOUVRUJKZlM2fORLKhoWGvnp6ewKD16tWL+vp6WltbkZKSEreRHhra0aNHaW5uZuzYsRgZGbFixQpWrVqFk5MTXV1dtLa2AtDd3Y26ujrS0tJUVFSQk5ODr68v7e3tjBs3DhMTExwdHblx4wbS0tL4+vpSUFBAfX29qLxMmTKF3bt3s3DhQr59+0ZSUpLoVzs5ObF7925u3brFiRMnSEhIYOPGjfj7+zNlyhQ+fvyIpaUlK1asoL6+nhMnTohwVU9taPLkyXz+/JnGxkby8vKEVjA1NZWTJ0+ycOFCXF1d0dbWZufOnezbt49+/fpRXl7Ohg0b+Pz5M83NzSxduhQ3Nzfq6+vZunUrW7Zsob6+XogT7t69y7Vr1zA0NOTnz5/U1NRgY2ODnp4eOTk5lJaWYmFhgaenJ/b29vz111/8+PGDMWPGiIPJixcvGDduHFpaWpiYmJCdnU1raytpaWmEh4ezadMmrly5wqtXr3j16hVjxozBysqKf//9l5kzZ4o+Y0hICPn5+bS2trJq1SqGDx+OtbW1ECeYmJjw4cMHqqqqhHc3MjKSuXPn0tHRQVJSEo2NjRgaGlJaWsrChQvZv38/P378YNasWbi4uDB48GAcHBwYNmwY1dXVuLq6cvnyZfbs2UNzczMODg6oq6sTEhJCXFyceCGfP3+eTZs2MWjQIKSkpGhqaiIkJIS5c+eio6MjRBo98pIeKIqcnBxtbW1cvHiRkSNH8uDBA6SkpLC1tUVfX5/evXsDkJuby7hx41BVVRUjeBMTE7y8vBg5cqTwb8fExODk5ISOjg62traMGDGC3bt3M27cOKytrYWu09raGltbW7KystDQ0CAvL4/29nYkJSVRUFDg2LFjpKWlISkpibS0NL1796asrExIH0aMGEFjYyNBQUEoKSkhIyODsbExSkpKHDhwgD179qCjo4OLiwuzZs1izJgxeHh4sGTJEjo7O3nz5g2DBg0SqxIZGRmcnZ1RVFREQUGBzMxM+vbti5WVlej1FxUVsWPHDrS0tHj79i36+vq8evWK3NxcTE1NkZOTY8qUKaipqeHg4IC8vLwgZi1ZskRwjW1tbVFRUaG8vBw1NTW+fv1KRUUF2trauLq6MmbMGFpbW/Hx8eHHjx/U1dWxbNkyzM3NiYuLY+XKlRQVFaGrq8umTZvQ1dUVRq20tDR6frx+/ZrQ0FChxRw6dCju7u6cOnWKxsZG7t+/z6xZs7C2tuby5ctCJ/r8+XPS0tKQkJBAVlaW6OhowsPDWbx4MbW1tRQWFjJz5kySk5OFunLHjh0MGDCA3r17IykpSVtbG4qKiiQmJtLa2kpSUhI/f/5EQUGBjIwMWlpaUFZWpqSkBFNTU96+fUteXh75+fnY2dkJ7aKMjAw3btxg69at4rBiampKWloaK1asEHXOoUOHsmLFCmRkZHj9+jWvXr3i7du3vHjxgn79+rF//34h+pGTk+PgwYPo6+tz69Yt/P39KSoqwsnJibq6OiwtLfHz86OkpIR3797h6OjIq1evkJaWZvbs2djb2+Pg4MD8+fPx9PSktraWrq4u1q1bR1tbG7du3UJaWhplZWWSk5PR09NDRUUFS0tLNm3aRGhoKOPGjSMpKYnKykoGDx7Mjx8/6OzsxMDAQLic8/LyMDMzIzQ0VAS3Xr58SVxcHO/fvycwMBBLS0t8fX1ZsmQJEyZMQEZGhrFjx5KWloaZmRlaWlpCGjNv3jx27drFly9fOH78uBivOzg40KtXL96/f09BQQEdHR28ffuWuLg43Nzc+PXrFxoaGsydOxcbGxuuXr0q2gPLli2joKAAY2Nj5s6dS2BgIO7u7nz9+pVx48axZ88edu7cSXh4OA4ODsjIyFBcXIyioiJJSUmUlJRgb29PVFQUP378wNHRkZycHEFka2trw97enpCQEC5fvszcuXMxNDQkOTmZbdu2oaioiJ+fHykpKdy/fx8/Pz+UlZXp1asXlpaWREZGIi0tTVdXF5I3b97c25OonjhxIhEREUyYMIHi4mI+fvyIsbExEhIS4kPlzJkzvHnzRkjTV69ezbdv39DS0hJqvhcvXrB8+XLRjbx//z6lpaXs3r2bpKQk7O3tBYattbWVnTt3Iisry9atWxk3bhxPnz5FS0uLqKgoBg4cyMSJEzExMRF4Uh8fH37+/ElQUBA+Pj5oaWlhYGBAZ2cnBw8eZOrUqZSXlwPg7e3NmjVrROe4tbUVbW1tIiMj+fTpE+Xl5VhYWPDw4UNh9/H09GTt2rWoqqoK5aOBgQHh4eGMGDGC/fv3ixdgaWkpXl5eaGtrY2dnR2xsLIWFhVhZWVFfX89ff/3F3LlzMTExIT09nblz59LQ0ICuri6ZmZncvXsXCwsLvn37RmJiIiEhIdjb24t+d1hYGJqamixYsIArV66ILqKMjAy3bt0iPT2dQYMGiQ6ynJwcBgYGNDU1UVJSQlFREcrKyly5cgUVFRUkJCRYtGgRvXr14tKlS8jIyDBlyhTxa8uXL0dCQoKOjg6mTp2Krq4uCgoKXL58GXl5eSZOnIihoSF37txh5MiRgu7V46c2MDAQmtD8/HykpKTIysoSzuyhQ4fS1NREcnIyTU1NeHh4EBcXR2lpKd++fePdu3fIyMiwe/du7Ozs0NLSYvDgwaxbt47c3FxUVFR4//49np6e/Pfff0hISPD9+3cqKyuxtbWlpqaGGzduiJtmj1xmxowZBAQECOrYrVu3aG9v5927d4SGhjJo0CAhAOkRGpw5c4ZevXrx7t07tmzZQnFxMTNmzCA6OpqUlBTc3d05evQoRkZGLF++nNevX3Pv3j3Ky8uFSlFLSwtnZ2eePXtGeHi4UPwlJyczbNgw2tvbGTRoEMXFxfz48YN3796hrq6OrKysQM/2vD5iY2O5efMmlpaWlJWV4eXlxfz58/Hx8SE6Oprm5mY0NDR4/Pgxffv2pX///jx9+hR1dXUBl6iurqakpIQPHz4IdWdPFadnqrF9+3ZBMLx37x6ampps27aNbdu2iTxKnz59CA4OpqamRlTM9PX1iYuLw9DQkNDQUKysrITX3tDQEH9/f/r27UtraysWFhYUFRWJcFFqairOzs4cO3aMzMxMYmNjefv2Ldra2gIY1NNT1dHRobS0lA0bNtDZ2UlmZiY5OTk0NDSQlZWFjY0NdXV1yMrKoq+vT3l5Ofb29jx//lyE3vr06UNKSgoyMjKsW7eO0aNHM336dG7evMnTp0/Zs2cPx48fZ968eURHR1NQUMCff/7Jly9fmD9/vpBQzJs3j6SkJKytrTE2NubkyZN4eXnh6urKokWL0NHRAeDIkSPU1dWJEeyvX7/w8fFh5MiR+Pv7Y2hoSFlZGatWrUJWVpaYmBhmzpyJrKwsEydOxMLCQih0Ozs7qa6uZsqUKXh7e7Nw4ULs7OxYvny5IAS2tLQIn7a6ujovXrwQqt/4+Hj09fWZOHEir1+/Ji0tjeLiYtra2nj79i3y8vIoKCjg7OxMYWEh/fv3p76+XmRv+vXrh5mZGQMGDGDs2LGcP3+evn37MmbMGO7fv8/Lly/x9/dHXl6ehQsXsmbNGqZMmYK5uTlNTU0cPHhQgJNMTU1pbGxk/PjxVFdXs2vXLj59+sTff//NoEGDmDRpErW1tfwfqs47Luf9///30k6lfWmqVEpJFKWUMkKRGcc4Rp1j5GNk5NjbcThW9oocK4kyEkLDqGgJJbRDe2hp/f743nrdbr9/3fx19b7e1+v1fD4e97usrCzV1dW4urqSlpbGf//9h4aGBt+/f8fT05OSkpL/Y2336EFZWZkgHaqpqXHy5ElkZWWZMGGCmLh09+YvXbqEgoICWlpadHR0YG9vL7I4EydOxMPDg8OHDwtR0P/+9z8kEgnV1dWMHTuW4cOHk5qayrx58zAwMGDSpEkUFhaKSXV35RcQWNpu09+QIUME4rYbobt79250dHTE7+a///4rJEAlJSX0KC0t3WZqakpmZia//fYbEokEBQUFNm/ezMqVK/n99985cOAA1dXVVFdXC0JSSUkJDQ0N7Nq1i5UrV9Lc3Iy1tTUVFRVih1RfX4+JiQkrV64kJiaGQYMGkZaWxvXr1/n16xeHDx9m4cKF7Nixg82bN4sKxqZNm/D39+fEiRNMnDiR1NRUIfl+8uSJOCF3G35u3LhBTk4O7u7u6OjocPv2bRQVFZk/f75IIw8ZMgQNDQ309PTEi9rU1FTUi7y9vZk2bRr6+vp8+/aNoKAgHj16xIoVKygvLxdQemNjY0H06g6cREZG8uvXL9avX4+npydNTU0EBwdjaGjIunXrRNUiJSUFLS0t/Pz8mDRpEjY2NmzduhUZGRkGDBjAjx8/kEgk6Ovrk5qays+fP5k5cyYrV67k2rVrWFhY0L9/f0xNTQXcJSYmhpEjR2JkZISVlRW3bt2is7MTa2trPD09WblyJZs2bcLe3p4vX74wd+5cEhISsLKyYsyYMWhra9PS0kJ7ezstLS1UV1eLnf/nz5+pqKgQXtphw4ahqqrK3bt3UVRU5Pz581RVVaGiosKBAwfIz88nIiKCsWPHCqxlW1sb06ZNE51jJSUlJk+eLFSMN2/exNXVVbiMpaWl6d27N2ZmZhQWFjJ48GDS0tJwcXGhrKxMrEVSUlLQ1dVFU1OT2tpaSktLKSwspLKykgkTJpCSksLw4cNxc3MTGlJ1dXXq6+uJj4/H1taW+fPni4lQjx49ePHihQiRmJmZCdzl+/fvWbRoEadOnaK9vZ329nbc3NxYv369SCwnJSUxZMgQrKyscHFxITU1VaRS09PTKSgoICkpiebmZhwdHcnMzOT3338nPDwcJycnMjIyKC4u5uXLl0hLS/Pjxw9evXpFTEwMbW1tbN68mb1791JWVsbt27dRV1fHxMSEnz9/Eh8fz/Dhw5GWlubPP/9kxIgRHDlyhLt37zJw4ECx89fS0hIBGG1tbdTV1fHx8WHMmDFER0ezdu1aoSVdtGgRUlJSzJs3j7S0NF6+fMny5cs5deoU8+bN4969ewwfPpz4+Hg8PDwoLi5m48aNODk5cenSJYYMGUL//v2JiooiOjpagF1iY2ORk5PD1taW69evExUVxZQpUxg4cKCgow0cOJDOzk4iIyNFzW/WrFmcOHFCWKn27t2LpqYmf/75Jzk5Ofj4+JCUlERdXR2JiYn06NGD+/fvc/v2baZNm0Z0dDRBQUGEh4cjLy/Po0ePmDx5Mvv27UNPT4/ly5dTWVlJ//79UVRURFNTE3V1dcERb25uxsvLS4QPz549i4+PD0ZGRsjJyTFlyhSSk5PFwXPUqFF8+/aNCxcu8PPnTzIzM0lMTGTixIncv39f6BgnTpzIunXr2LVrlxiDzpgxg7y8PDZt2oSWlhYXL16kvr6ejx8/MmjQIExMTMRhPCUlRZiqXrx4QVBQkDhIWVhYsHr1anR1dbG2tmbKlCnk5OTQu3dvAgMDOX/+PGpqajg5OaGrq8u8efPQ1NSksbERPT09RowYIVSb3d//7qlVUlISxcXFeHh48OnTJ6ZMmUJISAhz5szhv//+w8nJiYqKClavXk1wcDAaGhqC5paTk8ObN28oKytjwoQJhIaGMmTIEEJCQpg6dSpLliyhvb0dCwsLUlJSMDU15c2bN4JFrqqqSmZmJgUFBRgYGLBw4UJ8fHyoq6vj69evTJw4keLiYpYuXYqjoyNLly5FU1NTGLC6bXgmJiYibGliYkKfPn2oqamhqKiI6OhoZs2axdGjRzl79iyysrIMGDCA8ePHs3DhQj5+/IiFhQXr1q3D09OT9+/fo6mpiaurq5DobNu2DXV1df7991/GjRtHc3Mzf/zxBy9evGDv3r3o6+tz+vRpRowYgbe3N3PmzEFJSQlVVVUaGhqQkpJi06ZNlJWVUVZWxoMHD+jx7Nmzbf/99x/6+vro6+tz9+5dpk+fjqysLKdPn8bR0VEoBW1tbYWLdfTo0YwZM4YePXrQ0NDAkydPiI6OFrL6Dx8+sHv3bpycnPD29sbHx4eKigosLS3x9vYmKCgIZ2dnES7z8/Nj3759+Pj4ABAUFMSdO3eIjY3l3bt33Lx5k9jYWIKDg7l//z5qamqkp6dTWVlJZmamSLGGhISQl5fH4sWLUVRUZN26dZSXlwvIwdOnT7GysmL8+PH8/PmTAQMGEBcXh62tLfb29ixevJiUlBTGjx9PYGAg+/bto7a2lo6ODsHzzsrKIi4ujjVr1vDo0SN0dXWpr68XVqqxY8eir69PWVkZ1tbWPHjwgG3btjFq1CjxGfj6+hIXF0doaCgWFhY8f/6cd+/eMWHCBIHmlJGRYfPmzQwcOBA7OztRXeo+wMybNw9TU1Mhb9izZw8pKSl8+fKFxsZGduzYwfTp01m3bh1tbW3s3LmT6dOnExgYKMAOYWFhglM8adIkVFVVkZKSQlNTU2BU6+rqGDNmDF++fBE4Qx0dHRwcHOjbty8SiYSvX7+ira3Nhg0bSEhIYMGCBURERIgx7T///IOjoyNr167l2bNnJCYmUlpaSkBAAK9evWLYsGHs2rVLWHVkZWXZsmULeXl52NnZISMjw/nz5/n48aM4SVtaWlJaWkpjY6OghfXv3589e/YI29DkyZN5/vw58vLyrF27lk+fPuHl5UVoaCgqKirExMQQGhrKtm3bWLBgAe/evcPd3Z1Hjx6xe/duVq1aRVhYGDExMVhaWgoJwvHjxwFISkqiqqpKpOO/f//OqVOncHd3p6CggKlTp+Lk5CRIaioqKsybN4+///6bu3fvIi8vT0VFhfBJh4aGkpOTw8iRI8nOzmb58uXo6+sLv/moUaN48OABzs7O3Lhxg/r6ejw9Pdm5cyfJyckoKSnR1NQkVhIaGhrIy8uzc+dOBg8ezPz58/n06ZPIm8ycOZOJEydib2/PhAkTqK2tpVevXqipqWFkZERFRQVJSUlMnTqV8PBwbt26xeXLl2lubiYtLQ0lJSWMjY2pqqqivLwcKysrZs2ahaGhoXhxd/f/u19IHh4e+Pn5sXDhQuTk5KipqSEtLY1+/frR0NDAwoUL0dfXJy0tDVNTU86fP09DQwPp6em0t7fz9etXdu3ahZaWFjdu3GD48OG8fPmS0tJShg4dyqxZs3j58qXYucvJyQkd7rlz57h7967g7k+dOpWcnBxiY2Opra3lwIEDaGlpCfd3RkYGsrKyuLi4cOXKFby9vfntt9/w9vbmwYMHvHnzhoyMDP777z8BCAoODiYvL4+TJ0+yZcsWcnNzaWtrQ05OTuR3Dhw4QGFhIdevX6ehoYGhQ4fy48cPQkJCmDdvHnZ2dqSmpnL8+HFsbGz4448/aG1tpU+fPujq6lJTU8PEiRPR1tZGTk6O0aNHc+HCBc6ePcuPHz+wsLAgPDycnz9/cuXKFerq6khNTaWoqAhAKFdrampISkoiJiaG+vp6/Pz8CA8PJzAwkIKCAr5+/UplZSUaGhpoaWkRGhoqDs7Pnj0TdLRnz56J0OHEiRNJS0tDQUGBIUOGCGXv9+/fcXV15devX0RHR7NkyRIeP34sdJkeHh7069ePoqIijI2NkZKS4v3792JyNG7cOB49esTPnz/Jzc1l/PjxHDhwgODgYBHy+t///sfjx495+vQpKioqGBoakpeXh4yMDGfPnmXKlClUVlYyatQoUUErKioiOzsbRUVFPn78iI2NjRDBfPjwgVu3bvHnn3/S0dHBmDFjiIiIEFVQFRUVfv/9d16+fMmaNWtYtWoVu3btorCwEH19fX7+/EldXZ2Qe7x+/ZqSkhIGDx6Mvr4+qqqqpKenk5ubi6ysLMnJydjb2xMREcG3b9+QSCTU19dz5coV3rx5Q48FCxZs69evHwUFBZw/fx5ZWVna29vp7OxkxowZODo68ujRI+zs7ET9xdzcHGdnZ3HyLCsrw8XFhYaGBnR0dAgLC+Pnz5+MGTOGnJwcqquraW9vF+KBe/fukZ2dzaRJkzAyMiI7O5v4+HjKysro2bMnxcXFLF68WITFFi5cSFFRkUDJddN4bGxs6NGjByoqKlhbW+Pq6kpZWRktLS0AHDt2jMOHDxMSEoKlpSWXLl1CSkqKyMhIjhw5gqmpKUOHDmXp0qWMGTOGvXv38vz5c1avXo2MjAzHjh3jwYMHqKio0NXVhYaGBk1NTbx+/Zp9+/axcOFC2traRPfT19eXgoIC4uLiUFNTw8DAgOvXr7N48WJMTU0ZPHgwdnZ2+Pj4cPjwYS5dusTIkSN58eIFWVlZrF+/nidPnuDk5ISenh5mZmZUVlbS3NxMS0sLS5cu5f3795iYmKCsrIydnR179+7l1q1bbNu2DRsbG8zNzYmJieHSpUs8evSIo0ePCl3g2rVrcXFxITAwEBsbGzEa7N7VFBYWMmXKFHx8fFBQUCAxMVH8eElJSfHq1SsuXbqEh4cH4eHh5OXlMXDgQKFJ1dDQ4NChQ3z58oWoqChx+OruhqupqaGtrY2xsbGo+KWlpTFs2DAhdWhqaiI6OhonJyc2btyIkpISv3794s8//xQI1MrKSl68eMGUKVNYuXIlc+bMwdjYmPb2doFI/O+//+jo6ODixYucOnWKpKQknJ2dxWc+ZcoUtLS00NXVFbINPT09rKys2Lx5Mz169CA0NJTU1FRu3brF1atXmTx5MuvWrRP72Vu3bqGsrCxgLd+/f+fBgwfiWffz80NLS4s5c+YwYcIEXFxcsLe359y5c1haWgqb0OHDh8nKyqJHjx7ExcWJZ+3ixYts3LgRc3NztLW1OXfuHIaGhigpKWFkZISfnx+/fv0S34v9+/djaWnJ8uXLsbW15caNGwD8+PEDOzs7ERZrbW3l3LlzLF68mGvXruHu7s6iRYv4+PGjYM4bGRnx+vVrduzYgbS0NE+fPhWKzW6X9Pjx4ykuLubkyZOsWrVKjH1LSkoIDw/HwsKCtLQ05OTkSExMFFay3NxcAgIC0NbWpqSkBDc3N3R0dCgpKWHq1KlYW1vz/v17Ll++TFZWlsBC/vHHH2hrayORSCgvLyckJAQZGRn27NkjsLndqxdlZWXk5OTw8fHB3t6eixcv4u3tLahidnZ2BAUF8fPnT9Ef9/Pz4927d0IJ2V0z8vHxES/ibkjJxIkTOXHiBPv27UNVVRVzc3MSExNpa2tDUVGR8PBwioqKMDAwEKCe5uZmDAwMmDt3Ll++fBHrH2lpaQoKCujZsydDhw6lo6MDGRkZkpOTkZaWxt7eXiBknz17hqysLD9//mTEiBGkpKSgqamJi4uLkArt2rULOzs7Qda7dOmSADZ1++e/fPmCq6srI0aMwMbGRkCSGhsb6ezsJD4+npUrV9K3b1/8/PxobGwUz1FSUhJ+fn4MGzaMqqoqMjIyOHLkCHv37sXa2ppfv34xYMAA/vnnH9zd3YW5auzYsaSnp9O7d28GDRrEixcvsLS0RE9PD1lZWbq6utDR0eHAgQOMGTOGpUuXioP13LlzWbhwIQ0NDYwePZpTp04hkUiIi4vjxIkT2Nrasn79eiZNmoSDgwPjxo3j6vMxFAAAIABJREFU/v37BAUF8fLlS3Fo/9///icsWfX19dy5cwd7e3tKS0sZP368mE4+ffqUgIAAJk+ejKOjI5cvXyY0NBSJRMKwYcOIjo7G2dmZ3r174+vry7x58xgwYABycnLi/2VlZdHU1CRWXMbGxly9ehUlJSVWrVrFkydPSEpKYtCgQXR1dfHt2zc2b95MUVERs2bNwt/fHwMDA2JiYgQBsMe8efO2qaqqkpCQgLa2NlOmTGHVqlWYmJjg5OTE1KlTBZThwoULmJiY0NbWJvBr06dP59WrVwIRWV1djZWVlQgwrV69mvHjx5OamgrAmjVrWL9+PQYGBqSkpBAbG4utrS3h4eFs2rQJExMThg8fzv379/nx44fwK6upqXHt2jWam5sJDAwUneirV68K1GdaWhomJibcuHEDOzs7WltbuXnzJgMGDEBHRwcFBQVxO+xGzd29exdlZWXS09OFPLxbp5adnc2rV68Eua2hoYFnz54xadIk6urqsLOzQ1lZGRsbG6ZPn46JiQkNDQ3ExsaKrmu3hL6bYlNcXIyKigqJiYniC9jc3Exqaipv3rzh77//5tq1a3h6erJ48WKCg4ORSCT07NmT9vZ2xo8fz4IFCyguLhZmsu5TqJGREZaWlrx//x57e3vy8/OJjIzk4MGD5OTk8O3bN6Fpmzx5MgBjx44lNTWV9PR0kpKSePXqFbt376a6upra2lrR9b506RK9evUSxCI5OTlsbGzIzMwkLy+PlStXEh8fz40bNxg/fjwpKSmMGDGCJUuWCD56ZWUl165dE6P45uZmurq6RJJfRUVFYDe7eb12dnYoKSlRWlrK9OnTefz4MUpKSoI97e7uTnV1NZqamsjIyFBTU4OFhQWenp4MHToUBQUFZGRk2LFjB3V1dVRVVdHc3IySkhIaGhr07NkTNTU1Ojo66NWrF25ubkRGRtLU1ISenh63bt1i4MCBwnRmY2PD8+fPUVZWpr6+nn/++Yf4+HiRUO++CXbvszIyMliwYAGHDx+mqqqK8PBw3NzcGDduHIWFhSgoKLBixQoOHjwoELj19fV0dXUxZMgQhgwZIkhOU6dOZdSoUSgoKBAdHU1DQwOmpqZiClZaWsrFixfZtWsXDg4OlJSU8OvXL/r3709WVha+vr7iufXz8+PQoUMMGjSIlJQUsXoIDw9n+fLlFBcX8+7dO+zt7UWyV0dHh+HDh6OtrU1xcTE5OTls27aN9vZ24RkfMGAApaWl+Pj4MHDgQJycnGhvbycgIABbW1uSkpJIT0/Hy8uLd+/eiQnBr1+/8PHx4fv373R0dDBhwgQ2bdokUsFFRUUiVNjW1iY829+/f2fBggXiUJeYmIi6ujqWlpbExMSQnp4u9uazZs0iJSVF5AGkpKQwMDDg5cuXpKSksHnzZvbv34+Xlxfa2tqMGDECaWlpoqOjOXnyJCdPnhT6S09PT5SVlfn+/TtPnjwhISGBtWvXYm5ujoGBASUlJYK01T3+zMjIwMrKio8fP/L+/XtkZWUxMjJi0aJFZGVlceLECSorK0WNKi8vj6dPn7Jo0SKOHz/O+PHjReWzvb2diIgIli5dir+/PwMHDmTPnj0sXbqUZcuWcfjwYaqrq4WhLT09HRMTE/z8/EhOTkZVVZXY2FhWrFjByZMnsbKy4sePH6JFUVNTw7Zt26ipqWHv3r00NTWRlJTEb7/9hry8PPfv3+fy5cvIycnRp08f9uzZg4+PD8nJyRw5coTY2FhycnL47bffKC0tpV+/fnh6epKWlkZ7ezsXLlxg9OjR5OXl0djYiLq6Ojt37kRZWZn8/HwOHTqEvb09Z8+eRVVVlXnz5hEbG0tmZiYA9vb2GBoairH76dOnkUgknDx5kujoaCIiIvD19SU3N5dz584xf/58tLS0GDVqFNra2kyePJmZM2eSmJhIcHAwBw8epK2tjUmTJgkb4PLly4mJiRGrW11dXaZPn86VK1eIiooSxrWDBw8KTO779+/R0dERLvtu/v3GjRvp3bs3ly9fxsHBgVu3biGRSDh9+rRoFfTu3ZvMzExmzpzJ3r17sbCwoLq6msTERDQ0NKipqaGHq6vrNn9/f/766y+ys7O5cOECcnJyZGZm0qdPHw4cOICFhQXe3t6sXr0ad3d3Pn36hKurK6NHj6ampgZra2vevXvHqFGjKCgoEN5eeXl5DA0NsbCwIDQ0FDk5OVxcXDAzMyM7O5uKigpBgRo/fjwzZ84kOjqao0ePEhoaytmzZ4mKiuL169dUVFSwY8cOhg4dyv3795GWlqazsxN9fX3Mzc0FlcbLy4tRo0YxZMgQ0tPTRVF9yZIlXL16lVu3bpGbmyt2kH379kVXVxcpKSnu3LnDhQsXxAjr0KFDxMbGii9vdHS0SJ7m5eWhqKjIxIkTefv2LUuXLhUA+OnTp+Pu7o6ampogCa1Zs4a4uDhmzpxJUVEREokEQ0ND8QUvLi4mJCSE7du309LSQltbGwYGBuzbt49Hjx4RHByMlpYW2trafP/+ncDAQMzMzBg4cCCVlZW8e/eO8+fP06tXL6ZOnYqSkhIhISEEBweTmZnJt2/fkJGRQVdXl3v37hEbG4uenh6vXr1i165dlJeX09zcjLm5OcnJyXz79o3379/T3NxMZGQkcXFxeHh4oKSkhJKSkuhIvn79mlmzZglqW0FBATExMejo6DBjxgxu3rzJiRMnkJWVJSkpic2bNwtjU3BwMD169EBLS4vMzEz++usvqqqqBBzCyspKrEx69+7N48ePeffuHY2NjQwfPhwzMzNWr15NTk4O379/x9nZmfDwcObPn8+mTZsEIKKzs1NkMeTl5ZGSkmL48OG8e/cOFRUVvn//jre3N/v376eiogJlZWXevHmDpaUlrq6u7Nq1C2tra+Tk5AgJCaG8vJxXr15RWlrKs2fP8PT0REFBAQcHB54+fcrChQtFwtfBwYHc3FwaGhooLCzk999/5+PHj8yfPx9DQ0MGDBiAmZkZKSkpfPjwQYzxkpKSyM/PZ9GiRQQFBdHR0YGioiIHDhxg0KBBrFixgrq6Ovbv34+3tzefPn0iICCAPXv2sGTJEuLj48XNUkdHh7KyMvGjOG3aNEEj68a3urm5ERYWxtSpU1mxYoXoPM+dOxdbW1tUVFTw9/dHU1NTYF2jo6MxNzenpKQEPT09duzYgZ+fH/Pnz+f27dusWrWK3Nxc7t27R1hYGBs2bKCqqkoYqCorK/n69auwOe3atYuHDx9SXFxMdnY25eXlXLt2jW3btnH27Flu377NnTt3OHnyJEePHhU9/sOHD+Pi4kJdXR2VlZUEBATw5csXnjx5woYNGzhz5gzS0tJkZWWhoqJCbm4utbW1gur26tUrYmNjkZKSIjs7m7KyMiIiIkSwzcHBgby8PKSlpRk6dCjGxsa8efMGY2Njzp8/j4KCArNnz0ZWVpawsDCGDx/Oxo0b+f3332lra2P27NmYmpri5uaGRCKhf//+nDlzBltbW1xdXdHW1mbr1q306NFDrA8KCgpwc3NDTU1NBNxevHiBp6cnAQEBaGpqUldXh5KSEr/99huJiYmsWbOGtrY2Ro0aRV5eHh8/fuTQoUM0NTWxa9cucnJy0NPTo7GxkaamJqZOnSqIlNHR0SxcuBA7OzvRHBg1ahS6urqYmJgwZ84cTp8+jbS0tKjjbdy4ER8fH16/fk1+fj4uLi5IJBIcHBzIz8/n0aNHog4cFhYmOPi1tbUoKSmJUbeNjQ3V1dXY29vz4cMHTExMmD9/PgsWLGDmzJlkZGSgp6dHZGSk4HZcunQJNTU1nJ2dOXLkCL6+vqiqqhIdHU2vXr3Ee7J3794EBARw584dvLy86N+/P7169WLChAkcOXKE/Px8+vTpg6GhIdu2bePVq1cA2Nra4uHhgaamJtXV1Tg5OWFiYiLQooaGhkyYMIFx48axe/duNDU1SU1N5c8//+To0aN8//6dSZMmCRaBRCJBVlaWfv36cf36ddTU1Hj06BFfvnwRopvjx49jYmLC5cuXiYiI4MSJE8jJyVFdXc3jx4/p27cvPVpbW7d9+/aNHz9+8OzZMzIzM3F1dRW3pbi4OPLz84WWT1NTk4KCAuTk5Ni6dSsTJkwQsu2UlBQRhtDU1KSyshIPDw/evHlDv379MDIyoqCggKVLl3L58mXRSf3+/TsWFhYcPXqU4cOHs2TJEk6fPk10dDQ3btzAyMiIyspKVqxYQVxcHG5ubvj6+pKXl4ehoSFVVVX8+vWLWbNmMWHCBCwtLenZsyfJycns3buXjo4OTp8+zZ07d9i3bx+ampoEBASgrKxMYWGhEJa8e/cOS0tLNmzYQGpqKtnZ2airq6Oqqipuz5MmTWLJkiXC89rZ2YmRkRHv37/n48ePqKmp0dLSgoODA69evcLW1lZgBGfPnk1KSgp9+vQhPj6eiIgI8VB39xZnzJghZAjLly9n9+7dyMnJsWLFCiorKyksLBQ7RQUFBd68eYODg4NAISYlJZGbm8v79+/p1asXUVFRjBkzhpcvX2Jra0tTUxN79uxBR0eH6dOn8/btWzIzM1m2bBnm5uY8efKEvn374uDggLe3NxEREUyYMIGwsDAmT55MXl4evr6+QrIyc+ZMUdPatGkT06ZNIzk5GWNjY3bv3s3WrVvp2bMnEydOZPHixdy8eRMpKSnRjd2yZQu2trb079+fU6dOUVZWRn5+Pm5ubhw8eBApKSnS09MJCwvD2tpayGRqa2uFo/vXr18ChyqRSKitrRUA/+4x5aBBg3B2dubAgQO4u7vT1NSEqqoqHR0d+Pj4iBuIgYEB27Zt4/Hjx2JPampqysGDBwXnfsSIEdTW1nLmzBnevXvH/Pnz6dmzJ+Xl5aSnp3Pnzh3mz5+Pu7s7z549w8jISHCZx4wZQ1JSEv/88w8JCQksWrQIgOjoaOLi4sTBa9OmTeTk5HDw4EFmz55Nc3Mz7e3tomoWERHBggULuHjxIgYGBnR2dlJYWEh1dTUtLS3069ePP/74g4iICJGx6A73ZWdnC+DJpk2bxOHcysqKwMBAXr9+TUdHB3V1dYIyVV9fL9odiYmJnDlzhr59+3L16lWCgoJ4/fo1kyZNIjk5mZ07d6Kmpsbp06cpLS1FUVFR5BGMjY1JSkpi9OjRYqTYnaFQVVXFyMhIjKy7b3spKSl4eXnx4cMHlJWVcXZ25t27d6xfvx5zc3O6urqEvEVfX5+RI0fi7u5O7969OXbsGPPmzaOmpoaZM2fy48cPzpw5w4EDB7h06RIfP34kICCArq4uRo4cSVxcHC0tLeJzevz4MTY2NrS2tnL+/Hk+fPhAREQE+/fv5+nTpwQGBuLq6kpCQgIfPnzA3NycZ8+esWzZMjIyMlBTU6OxsREpKSkePHhAfX09EokELS0tUlNT+eOPP/D39+f69etIJBK+f/9OaWmpsLYdPnyYpqYmwsPDOXfuHKGhoQQGBiItLY2ioiJJSUk0NjbSv39/ysrKcHd35+3bt+jq6rJq1SqOHj0qnp2SkhJGjx4tWkDdjIazZ8+K6VI3VcvU1JQfP37Qo0cPFBQU2LNnD+fOnUNaWhonJyexBnV1deXKlSsMHz5cBDOrq6vF+yo+Pp5du3bh5uZGTU0N06dP58SJE7i7u1NRUYGioiK3b9+md+/eQojk7u7OzJkz6ejo4NChQ2zdulVIRLS0tKivr2fYsGHo6OgAEBUVRVZWFtra2tTX16Ouri6kKd2BT0VFRdESqa2tJSYmhpiYGPr168e0adP49OkTL168EFVSIyMjdu3ahampKcOHDxdkut69e4tWkLy8PAsWLEAikfDmzRtWrVpFUVGR0IH+/fffdHZ2kpaWRp8+fdDR0eH8+fMYGBiIi2ZBQQG9e/cmOjqaAwcOEBYWhoyMjHh3dbcp3r59i7e39//tsG1tbRk7diybNm0iKCiIoKAgSktLRaq4m00sJydHcnIyffv25fnz5/z333+0tLSgrKzMsmXL0NTUZMuWLXz9+lWcHDQ0NARIZMmSJZw7d47W1lZUVVV5/PgxMTExBAYG0tbWRnFxMceOHeP8+fM8efKE48ePC5XklClTePToETExMdy9e5fS0lKx27l7967omlZUVIjEqL6+PgcPHsTPz090RleuXCk44a9fv6axsZHVq1cTHR2NsbExhw8f5tmzZ5ibm3Pz5k2CgoJYsmQJqampVFdXY2pqSmxsLG5ubujr67Nu3TrCwsKIj4/n4cOHInVZUFDAoEGDUFZWxszMDC8vL75//46bmxtr1qzB19eX1NRUDhw4gIaGBufPnyc+Pp7Ozk78/f2RkZHBxcWFHTt2sGHDBj5+/Mj+/fv5+vUr/v7+hISEkJGRgaenJ/n5+UKWsXbtWjIyMpBIJFRVVaGjo8ODBw+wsrISHWGJRMJff/2Fubk5ZWVldHV1ISMjw7Jly9i8eTM+Pj6kpaVhZmbGy5cvcXFxYcCAASgpKXH+/HlRjXFwcBBg/fnz59OrVy9KSkqwt7cnMzOT2tpaiouL0dbWJiMjg1+/fmFgYMCZM2cYN24cc+fOFS/poqIiZs+eLepIbm5uDBs2TPhnhw4dSlpaGm/fvqWxsZFRo0YRGxtLYWEhX758wdvbm6ysLGJjY/n586c4vHR0dNDV1UV5eTmnT5/G2tqaESNG0KdPH3x9fTl69CjS0tJcv36de/fu4e3tTWdnJ3369EFWVlZkIiZNmsSFCxeYN28ezc3NODs78+rVK/Lz88nOzsbU1JSQkBB27txJQkIC9+7d48SJE0gkEmJjYxk2bBgbNmxAQ0OD3bt38+bNG3r27MmnT59wdnbGw8ODmJgYJk+ezKJFizA3Nyc9PZ2JEycK+1x+fj4XLlwgPT0dZ2dnLl68yLRp0wR/YOvWrfz7779kZ2fz/v17fHx8OHXqlNBydsNljIyM2L9/PyUlJRgaGjJu3DjS0tK4f/8+Bw8e5Pnz56irq2NnZydwl90HgocPH/Lr1y/k5OQICgrCz8+PM2fO0NzcjJ6eHmlpaWzatIn6+nqampr47bffmDt3LllZWRw+fJjTp0+zefNmWltbSUlJYdKkSfTt25eHDx9iYmJCR0cHpaWlIsnu5uYm0ubdNxRXV1c+fPiApqYmpqam5Obm4urqirS0tFiFdWtho6Ki6OjoIDc3l+nTp/P582cOHjzIsGHD2L9/P/Ly8qSkpLB7926OHDmCjo4OLS0tqKiokJWVxaBBg6iqqmLv3r0EBwfj7OxMY2MjqampHDlyhMjISBISEqirqxMmqkGDBrFlyxbWrFnDly9fGDZsGB8+fOD06dOYmprSo0cPrl+/zvDhw2lqauLly5fcvXuXtWvX0tbWxsCBA+nbty/FxcV4e3uzaNEi3NzcxEVgyJAhxMfHo6qqiqOjI2ZmZjx48IC4uDjmzp1Lbm4u4eHh6OjocOzYMXR0dHjz5o1IaIeHh6Ouri7qnlOnTsXY2FjcuLvDfGfPnhWe7z59+tCvXz8kEomABX3+/Jm7d+/i4eFBU1MTNTU13L9/H2tra5YvXy4Y8QkJCXR0dPC///2PadOmcffuXT5+/CjER/fv38fCwoL58+eTkZHBhQsXuHHjBhUVFeL27+fnx+HDh8nPz2fx4sX06tWLqqoq+vfvz4cPHxg4cCDS0tLCe6+pqcmjR48IDAzk3r17yMnJERUVxeXLlwkLC+P48ePs3LmTKVOmCCz38ePHGTRoEPr6+mKF2d3p1tfXZ/Pmzfj6+nLnzh3ev3/P1KlTuXbtGhKJhHnz5vHHH38wdepU4uPjBQskLy9PHGwsLS0pKCgQvJNly5bh5+dHeXk5w4cPp6ioiObmZmEuMzExwcLCgra2Ntrb2/+PDzB16tRt3Ym7J0+eMGrUKG7duoWXlxdbtmwhJCQEKysrMjMzefv2LWZmZgwZMoTU1FSeP3/OuXPnKC4upqWlheDgYPz8/HB1dUVLS4vy8nLi4uLo27cvp06d4tq1axw8eJD//vsPJSUlASTZt28fJ06cwNLSknv37hEdHc24cePw8PAQpKmOjg6Sk5NFDaa7AlFYWEh5eTlr1qwRlamwsDD8/f158eIFR44cobCwkAcPHpCXl0dLSwudnZ34+voSEhLC6tWr2bBhA1ZWVmzZsoX79+8TFRWFmZkZzs7OvH//Hnl5eRobG8nNzaWqqgpHR0dSUlKoqqoSO2NpaWkuX77Mtm3b8Pf3p6CgABsbG5KSkjAwMEBVVZWYmBiSk5N58uSJ4J7n5OQwZMgQ8YdRV1enpKSET58+iYrZ8OHDWblyJevXrycpKQl5eXl8fX2JjIzE399fVKlkZWW5d+8eqampoq/q6uqKpqYm+vr69OzZk2vXrmFtbU11dTWtra2MHTuWZ8+ece/ePRYsWMDnz585duwYlpaWPHnyBBsbG+EB7w4yrVy5Uuz0fH19+fz5M7169SI3NxcVFRWWLl1KUFAQd+/eFWpLa2trTp48SUBAAB8+fODOnTscPHiQsrIyNm3axJ49ewRG8suXL3R0dGBpaYm5uTn5+fkiCCeRSNi5cyePHz9m8ODB9OnTB3V1dZGGtba2xszMDHd3d5YuXSoyD83NzaI65OzszO3bt2loaKCrq4vly5dTV1fHzZs3uXv3LitXrhTAn5aWFkaPHo2srCxXrlwBYNy4cbi6ugorT2trK7169RJiiYaGBv766y/y8vIEyKTb1FZVVcXs2bMxNDTk5cuXrF27lqqqKv7991/U1dU5e/asCKRs3bpVgBxUVFQoKirCxsZGVD+CgoK4f/8+dXV1vHnzho8fP7Jo0SIxuu42rCkoKODu7s6rV69wcHAgOzubOXPmoK+vL4xc3eS9AwcOoK6uzqpVq7h+/Tp//vknAwcOxNvbW/AQQkNDMTc3p66uDhUVFYKDg9HV1aWrq4usrCz09fWFcCEwMBAZGRmKioq4ePGiYKTfu3cPRUVFvn37Jjj3TU1NAJSVleHl5UV9fT3l5eXcunULJycnVFVVKSsrQ01NTWhcS0tLxY20ubmZ/Px8jIyM+Pr1K6NHjxZiCXV1dWprawUbISgoiNWrV2NqakpWVpZITndreKuqqtDX12fChAk0NDQQGRnJ8ePHiYyMxMHBASsrK9asWYOioiINDQ0AZGZm4unpyaNHj1BRURHvxerqavbt28fjx48F8MfCwoKrV6+KCm33XtjX15eTJ09iaWlJR0cH5eXlnDt3jr///lvglr28vAAwMzPjzp07hISEoKWlRa9evdi+fTuXL19m6dKlXLp0CWdnZ0aOHElzczO9e/fm3LlzZGVlkZSUhImJiegjf/r0iaNHjzJt2jQcHR1JTU3l4cOHYu3V7RJPTExESUmJ9evX88cff2BoaIhEIqG5uVkE2RobGzlw4AAlJSX069cPPT09wsLCuH79uoC13LhxA09PTx4+fIi2tjYfPnxAIpGgpqaGRCJBT0+Phw8f4uzszNu3b4Vmta6ujs7OTgDMzc0ZOXKk+N5fvXqVq1ev4uTkREdHBzt27GDdunX069cPXV1dAfIKCAggMzOTlStX0tbWJoJff/zxB+3t7cyYMYO3b98SHBzMhAkThOnRw8ODe/fu4e/vT1dXF48fP8bY2BhpaWnc3d3p168fCgoKjBgxgtevX6OlpUV6ejouLi4MHjyYDRs2cOzYMcaMGUNubi7379/HyckJLy8vzp8/j4aGBnV1dRw/fpyRI0eSl5fHu3fv6Nu3r6Bg9hg3bty2FStW8L///Y+Ojg569OiBjIyMuCGVlJSIvZCjo6NwLUdFRREQEMDly5cJDAykqakJOzs7PD09uXPnDv/++y8PHjxgxYoVTJ48WaSX586dy6hRo3j9+rVwO//8+ZOvX7+ydu1aIfO+c+cOycnJuLi4oKWlxT///MPatWtxcnIiMDBQWGW6cYLduxN/f3/mzJmDiYkJGRkZFBQU0NDQwKdPn9i5cye/fv3i2rVrSEtL4+XlxZUrV7h8+TKlpaUUFBRgbm7O6dOn0dPTIyYmhtbWVkJDQ8Xn0v3DLS0tTU1NDd++faOuro76+noePHiAoaEhCgoKhIaGoqqqipWVFdLS0sLjeuDAARISEnj+/DkPHz7EyMhIGLCioqLYtm0bHR0dNDU1CV/vP//8Q1FREb/99hvr168nICBAJOx79uxJVFQUmZmZgmqlr69PfHw8NTU1xMbG4uzsTFJSknggu/F33QGQkpISTp06RVZWFgkJCXz58oWgoCBUVFSQl5cX/2ZgYCDEE8ePHyclJUWE2Dw9Pfn8+TNtbW0ijKKkpMSOHTs4cuQIBQUFJCQkCCqbra0tZ8+eZfbs2aI7bG5ujpycHBUVFezdu5fU1FSx97OxscHf358JEyZw9epVgWCNiIjAwcGBnz9/UltbS2NjI0OGDEFHRweJREJjYyN5eXns27ePtLQ0Hj9+jLu7O8XFxeIHsBtveejQIVpbWzl27Bje3t5cv35dwFSOHj3K7NmzxY+DnZ0dnZ2dHD58mGPHjrF161ZUVVW5ePEinp6efPnyRYw6AwMDOXv2LEOHDiU7OxsVFRWRMq2traWsrAw7OzvCwsLo06cPT58+Ze7cuWzZsoWjR48K9e2iRYsIDAykq6uL/Px8evTogaOjIwkJCQIwMmzYMDQ0NOjs7GTw4MGUl5ejrKzMzZs30dfXR0FBgfLycgF06fb3Pnz4EB8fHzZu3EhISAhZWVlCePH69Ws+ffpEXV2dCOEpKCgwb948gQAdN24cWlpaGBoa8vvvv2NgYCC47d++fcPGxoaWlhb8/PyIj49HV1eXxsZGlJSUcHFxYcqUKaxevZo+ffpQXV3NmjVrWLZsGVu3buXFixdcuHCBJ0+esH37dsaOHcvSpUupqqrCyclJ9JXj4uLo6OggODhYCCK6q592dna0tLSgqanJxYsXxa2xuLgYfX0PUV9AAAAgAElEQVR9AUnZu3cvgYGBPHv2jKtXryItLS2mBd0j9zlz5vD69WsUFRUZOHAghoaG3Lt3DyMjI86ePUt0dDR79+5FWVlZ1K66VazKyspIS0vj5uZGeno6N2/eJC4ujoMHD7JixQqkpKSQlZXF3t4eBwcHPDw8mD17No6Ojrx9+1aAk3r27Im9vT0zZ84UYKAFCxZgZGTEwoULMTExwcPDg4SEBHEbNjY25sOHD3h4eGBpaUlYWJjoIs+ZM4cfP37g6OgoTHazZs3izJkz4qAsKyvLqlWrUFFRITQ0FC0tLWbOnMnFixdxcnISK7WJEyeiqKgofmwLCwvJz89n2bJlfPv2jStXrvDjxw+kpKQEhvP79+9kZWVRWVnJ4MGDBZmsO8/U3NxMUlISFRUV2NjYoKioiJeXlzhk/vnnn4SGhnLt2jVUVFTQ0NAQ1MUlS5Zw6tQpAgICuHjxItra2uzYsQN9fX3evHmDtbU1V65cwdTUFDU1NSIjI4Vqd/fu3UycOJGnT5/y9OlTvnz5QlpamghCvnr1iocPH5KUlERISIiA/0hLS4spdXJyMjk5OVRUVLB//37ev39PS0sLCxYsICcnR4Rv9fX1OX78OKWlpXz9+hUNDQ0xWXv58uX/0SrXr1+/rVu9J5FIsLS0JDs7m4CAAEpKStDU1KR37978/fffODo6Ym5uTkhIiBCiSyQSnJycKCws5PHjx5SWlqKsrIy+vj5Dhw4lNjZWMLzl5OSYPHkyDx8+FKf43bt3A+Du7k58fLzQQVpbWwvUnbq6OuHh4YwcORI9PT3xEHZ1deHv7097ezs5OTm0t7dTU1PD0qVLRfn877//Zvr06ezatUtg/EaMGEFeXp5I9FVXV1NRUSEW+6mpqaioqLB//36qq6vx8PAQesTKykqhE+zm/SYnJzNmzBgaGxuFqLyzsxMdHR1evnzJyZMnycvLo6uri6ioKMaOHUttbS179+6ltrYWFRUVnjx5gry8PIMGDSIjI0PoAEeMGEF2djYnTpzg169fnDt3DllZWdra2nj79i1z586lra2NwYMH09HRgby8vGBSZ2RkMHToUN6+fUtHRwdWVlZERkaycuVKjI2NWbt2LWPGjEFLSwszMzNOnTpF3759aWlpEcpMTU1NEhMTSUlJobOzE2dnZ0pKSpgxYwYjR47E1NSUGzdukJWVRWZmpgjuHT9+XMAYxo0bh4ODA6mpqVy5coXY2FhsbGyQlZUV2L709HSR+Hz27JnARhYWFqKrq0tHRweOjo7MmjWLyMhIQa2Tl5cXqtDVq1fj5+fHnDlz0NLSYuPGjWI3Z2tri5WVFaampmRnZzN+/Hjk5eXFOGvZsmVC6LJ9+3aRUeiWMxw9epQ+ffrw48cP7O3tsbGx4eXLl6xbt46FCxfSq1cv7Ozs2LJlC1FRUWzYsIG2tjbBrC8sLKS1tZWuri5UVVVFkKi7wdAtwtHW1qa1tZVt27YxePBg/vrrLwYPHsywYcMoKipi9erV4nD07t07fH19CQoK4u+//0ZeXp6Ghga8vb35/PkzHh4edHV1MWPGDGxsbCgsLCQ1NVUo/BYtWsSlS5dobW0lOjqaDRs2sHTpUlxdXbGxsRHSi27L1rZt2wSfW0VFhYSEBN69e4eysjKvXr1CXV2dIUOGkJ+fj5eXFxUVFRw4cICnT5+Sk5NDaWkpFhYWTJgwgaKiIj5//kx0dDSWlpbcvn2biIgIvn79SnJyMrdv36akpIS1a9cK2M3kyZPZvn07HR0d3Lp1CxkZGby8vAgKCuLixYsMGzaMdevW8fPnT+zt7Vm3bh1mZmacP39eYFf79u1LQkICMjIy5OTk0NTUJGA4RkZG5ObmEhwcjIyMDDNmzGDHjh0MGDCADx8+4ODggKenJ5WVlWJ/rK+vL4JC+vr6ODk5UVxcTEZGBlVVVdy7d4/y8nJmz57N/fv3iYiIELUzExMTod7dvn07EomE3r17IyMjg4yMjOBP7Nq1i5CQELZu3YqysjKvX79GSUlJVFLHjRuHiYkJS5YsQUpKio0bN3Lx4kXhWTh27BivX7+mpqaG58+fs337dmpra3nw4AHZ2dm0tbWRk5PDx48fGTp0KIaGhmIFaGVlxdu3b7l+/Trbt2/nyJEjJCQkoKOjw8+fP1m/fj3e3t6Eh4czYsQIoqKiOHXqFG/fvmXy5MkC7BMXF8eYMWMwNjbGwsKC5cuX079/fyIjIwWjYN26dTQ1NTF9+nRycnLYvn07q1ev5t69e+Tl5YmRcmVlJZ6enoJ0+PHjR0JDQ+nVqxejR49m7ty53Llzh379+hEaGsq3b984evQoQUFBGBgYEBcXx9atW5kzZw4RERGsX79ekB27V563b98W73Y/Pz/KyspwdHTEyMiIlpYWjI2NcXZ2ZtasWbx9+5YePXowcuRIbG1tBYeiZ8+etLW1UVNTg7OzMwsWLMDMzAxXV1cCAgK4f/8+Xl5exMfHo6GhwcmTJ1m0aBGLFy9m2LBh9OzZExUVFYYOHcqAAQNobW2lh6Wl5bb4+Hjs7OzELqGbUDV9+nQaGxspKipi1apVJCYm/n+Qc19fX2xsbAgJCUFDQ0Og+2JiYrh8+TJSUlICsXnhwgX09PS4e/cuzc3NHDt2jJ49e7Jp0yaBAJ0+fTqqqqosW7aMsLAwWlpaUFdX586dO9TW1tK/f3/U1NRYs2YNpaWlnD9/nqioKD59+kRraytZWVkoKSmxYMECrl69ypQpU5CSkhJhsblz5wpxyK1bt/j8+TNaWlrs37+f3bt306dPH6Kjo/H396empoYXL17w+PFjLl++zKVLl1iyZAkTJ05k/PjxtLS04OLigomJCVOmTCE7O1sEV7pJTk1NTXR0dCAnJ0d+fj4ZGRns2LEDeXl5vn37xowZMzh16hSPHz8mLi6OyMhIMcXotqe9evWK/fv3s3LlSurr6xkwYACfPn1CU1OTL1++AAjKUWtrq9grR0ZGMm7cOHx9fblx4wYDBw7k5MmTpKSkkJ6ejqKiIidPnsTT05M3b94QHR0t5ALdCskrV64wb948lJSUaG1tZfDgwSQlJTF27FjOnDmDtrY2d+/epampidu3b6Ompsa+ffvo6uoiLy+P2bNnk5OTQ1xcHOPHj+eff/7h0qVLYpfu7e1NUlISnz9/RklJCTU1NZYsWcLq1av58uULzs7OPHr0CBsbG3R1dTE0NOTChQsMHTqU//77jylTpvDx40dkZGSwsbEhKCiIYcOGERkZSUdHBy9evGDLli3s27ePFy9eYGBgwO3bt3ny5An79++nsrKStWvXEhwczP79+9m8ebMA4EhJSWFhYYG8vDzXr19n4sSJwon969cvlJWViYyMxMnJicTERNrb2xk7diybN2/m0qVLXLhwgRkzZvDXX38REhLCs2fPGD16NJs3byY1NVXcjj98+IChoaGQe+jq6vLr1y+amppEeExBQYFDhw7h4+MjWhLd6MSoqCjOnz/P0KFD6d+/P/7+/ty8eVP0eCsqKmhvb+fy5cv07NmTr1+/8vLlS86ePcuhQ4eQkpKirq6OxYsXc/jwYZycnLh16xYGBgY4OjqK58LFxQUDAwNxi9LV1WX27NlcunQJMzMzWltbcXNzY+fOnaxbt47v379jZWVFYmIiN27cYMGCBUhLS3PhwgXq6+uxsLCgb9++DBs2jJKSEvr06cOiRYuQSCTMnj2bzs5Ohvw/qs77r+f2j9tH2klbGaWpkgZKSIQoUVfZpJLI3lwZcVH21mWPrOxNxEWSkUpKe6ckpSUlLY37h+/d+bhvf8Hn8cn7/TnP1+v5PA5bW6GTff78OYqKijg5OfHff/9hZmZGQ0MDlpaW3Llzh8DAQEpLS/H09GTy5MlkZmby5s0b7ty5w/3792lvbyc8PJzm5mZ0dXVRUlLiwoULWFlZMWnSJHbv3o2VlZWYqi1atEgAl1atWiUwrjU1NaxcuZKEhAR8fHxEnfT169eUlJTw8OFDPD09UVRUxMPDg6FDh2JgYCAuNJ6enpw+fZqrV6+KsfqQIUNYt24dnz9/FhWpTiVkjx49CAkJ4eXLlxw5coS0tDQ2b96Mvb09hYWF+Pn5YWhoyMSJE0lMTGTnzp0EBgYyaNAgmpubmTJlihB4tLW1YWVlhYeHB+/evWPZsmX4+Phw4cIF/vvvPy5fvkxBQQFycnLMnTtXPKtRUVEsXryYiooKWltbMTExISUlhTlz5pCQkEB8fDwGBgZCUGRqasq+fft4//69sKqdO3eOEydOMHnyZLE+uXfvHt++fePChQvcuHGD8ePHExYWxtixY5k3bx5BQUFcu3YNOzs7EYBrbGxk7NixbNmyhaNHj/Ls2TNxGJ06dSqOjo54e3uLtZO3tzdlZWWsX7+eqVOncv/+fdavX8+lS5f4/PkzDQ0NWFhYkJ2dTf/+/QkKCiIyMpLc3FzU1NQoKCggJiZGtE26d+8u8j19+vShpaUFSUlJ7O3t2bJlCyYmJmhra2NhYcHDhw85f/480dHRSEtL09zcTJ8+fUSwdOnSpQQFBVFXVyeml2pqaoSFhSErK0tBQQHl5eUkJCTQt29fAgICkOjo6OgA+PDhg1DnxcfH09TUREJCAqNHj0ZSUpKEhATc3NzIzMzk8+fPFBYW4uvrS2VlJa9fv2b27NncuHEDRUVFLC0tycjIwNDQkD9//tDR0SGEESYmJsjKyvL582fu3LkjTr3dunXjx48fZGRkiE5anz596N27NwoKClRUVDBkyBCio6OxsbHh2rVrfPv2jenTp5ORkSEMQfX19RQVFTFq1Cjev3+Pvr4+3bp1o6ioCElJSQ4cOMDz588JDQ3F2tqahoYGXFxcePbsGY6OjlRXV1NUVMSGDRv4/fu3CKr06tWLpqYm5OTksLCwQEVFhZs3b9K7d2/U1NSorKxEV1cXLS0tpKSkaGhooK6ujqlTp3LgwAE8PDz4+PGjQKJWVFQQFhbGoEGD+PnzJzNmzMDCwkLc5Pv27UtxcTFZWVn07t0bKSkp9PT0kJSU5MuXL8LL7eDggKKiIj169ODhw4fU1dUJ6UZbWxt6enrs3bsXGxsbIiMj6devHw0NDSgrK9OvXz80NDTo27cvOjo6REVFiRFgS0sLQ4YMITAwkLFjx2Jubi60g5qampSVleHt7U2vXr3IycmhqKgIBwcHfv78yahRo+jatatwzFZVVQlN4vLly0WdKjU1laFDh4qXbHp6OkVFRfTo0YPi4mIqKyvJysrC0tKS/Px8TExMmDp1KjU1NcydO5eXL18yfvx4QkJCKCsr4+fPn+Tn5zNmzBjGjx/PuXPnhOK1oKCA1tZWZs+ezcyZMxk/fjwTJ06kurpaBGvi4uKwtLQkKiqK379/iyRubW0tzc3N+Pv7Iy0tzffv33FzcyMqKop169Zx8uRJTE1NOXr0KAYGBuTn5xMUFMSIESPIzc0lPDyczMxMfv/+LTy+ZmZmqKioEBMTg4GBAaamppw/f56fP3/SpUsXIiMjBRyjczJgbW3NmjVr6NOnD79//8bAwIBRo0b9T2z/f81PioqKNDU1cezYMerq6nB2dqatrY3ExESUlZWRk5MjNjaWadOmkZ6eLg5ynUHCfv36oa+vL7zTe/bsAcDGxobevXuTl5dHfn4+tra2lJSUYGRkxNChQ6mrqyMvL4/S0lLs7OxISEigo6ODxMREAUYZOXKk6PhPmjRJ4HRHjhwpKFiVlZWUlJSQmJhIRUUFNjY2osNvbGzM8OHDUVNTQ1NTk+bmZlRVVfn+/TtKSkoYGxuLVVWfPn24d+8eBgYGFBQUiMPzjRs3GDlyJG1tbTQ3N4vakpubG5qamqxZs4bNmzezf/9+hgwZwsiRIzlz5gzGxsa8f/8eaWlpsebq/DHz9vZGXV2d+Ph44Qro0qULBgYGnD17loaGBuzs7GhtbeXq1avk5uaioKCApqYmHR0dWFlZce/ePRYtWkRRURFlZWVi4jZr1izi4uJobm4mPDwcFxcXMjIyGD58OB4eHpSUlFBfX88///zD//uvvr4eRUVFDh06hLGxMS9fvkRaWppZs2aJ+ubu3bvR09PDy8uLY8eOCYhKamoqCQkJmJubU1JSIgQ27u7uNDU14erqyo8fP3j9+jWSkpLk5+eLNk2n415fX593797x+vVr/vvvPzZu3IiMjAzp6ens3LkTExMToqOjuXHjBpaWlnz9+hUtLS2cnZ05evQo+vr6lJWV4ebmxtOnT+nRowdpaWmsXbtWTBnHjh3LzZs3cXBwoLGxkZKSEuLj4wU17e3bt5ibm1NcXMyDBw8YMmQIqampDBs2DFVVVZGe71ynjB49WiCd09LSqKysFD3o3r17U1RUxI4dO0hKSqK0tBRfX1+GDRvGkCFDMDMzQ1lZGWtra9rb26mpqRGBOkdHRxITEzl37hxr166luLiYvLw8TE1NWb58OV++fBGUvMuXL9Pe3o6Kigq6urooKirS0NCAvLz8/xDKqqqq27Kysnj48CHPnz/nyZMn5OXl8fHjR+bMmUNmZqbwL7u6unLgwAFWr14tMJNXr15FWVlZjAXmzJnDjRs3uHLlCnPnziUpKYnAwECam5tpaGggICAANzc3YcL68+cPmZmZSElJ4eXlRU1Nzf+sJJKSTJ48mV+/frF+/XrU1dW5desWAQEBBAQEiKpVJ7Ly4sWLSEhIkJSUhK+vL4GBgUhISKCiokJFRYUY+YwePZp169bh7+/PhQsX+Pz5My9evEBTU5OtW7eira1N//79OX78OOfOnRNwCz8/P3JycqioqEBHR4fw8HByc3NJSUnBycmJwYMH09zcjLy8PGFhYfj5+fHkyROUlJQEj9jc3JwTJ04QHBxMXFwc1tbWWFhY8OXLFywsLFi9ejW2trZIS0ujqqrK+PHjiYmJYdiwYUydOpXY2Fg+fPggboympqakp6dz7tw5tLS0GDNmDImJidTW1tKjRw9h89m1axdPnjyho6MDf39/du7cybRp07h79y7z5s0T3umcnByKi4txcXHh8OHDqKiooKioSEdHB+Xl5YwaNYqTJ0+ir68vxngODg4kJyejqalJe3s7p0+fZt68eVy7do0rV64wffp0VFVVGTRoEJqamri6uuLo6Ehubi6urq68ePGCsrIyYXQqLy9n3rx56Orq0r9/f0aMGEF6ejrz5s1DR0cHZ2dn8vLyyMvL49q1a8ycOZP379/TrVs3pk2bxvbt29m/f///p1X9+PEjenp6TJ8+nTt37lBfX4+XlxcrV65k27ZtREVFMWLECKEkXbp0KQMGDEBGRoZ58+axe/dutLW1KSsrw93dndu3b+Pg4MDy5ct58uQJKioq1NbWYmhoyJUrV3BycuLQoUNERkaSkJCAmpoalpaWbN26ladPn+Lg4EB+fj7nz59nzZo1HDhwgODgYE6cOMH69evZsGGDcKwXFhaioKDAvXv3BFGrU6awcOFCLl++zMSJE3F3d8fIyAgNDQ2SkpLo378/9fX1hIWFkZGRwa9fv/D390dbWxstLS0kJSWJjIxEQ0ODKVOmANDS0sK0adNEUCo+Pp5///2XXbt2idvN6NGjBfP9x48fuLm5UV1djYGBAVJSUkyfPh1tbW3evn1LfHw8cXFx+Pn5UVpaiqysLBkZGdja2mJjY8OVK1fYt28fOTk5hISEICUlRWVlJeHh4WzYsAF5eXkKCgoICQkRmtoDBw7g6emJvr6+0FbGxMTw+PFjlJWVyc3NJS0tjYCAAFatWkVzczP379/HwMCA6OhoZs+ezYULF9DX1xfkwQULFnDmzBl+//7NkSNHMDQ0RElJSbDMS0pKSEtLQ1FRUaxm6urq+P79O7KystTU1NDY2Chqr48ePaK4uBhra2sRim1oaBCs+zNnzgjTnomJCdevX2f9+vU8fvyY1NRUSkpKxMrGw8ODhw8fsnbtWqqrq7G1tRWVWT09PSorK1FVVSUpKYnIyEh69epFaGgozc3NPH/+nJKSEpSVlWlpacHOzg5tbW3u3bvH9evX0dPTQ05OjhUrVpCQkMCuXbvYunUr165dY+LEiVy/fh1paWm+fv2Kn58fioqKzJ8/nx8/fojefWcD4dmzZzQ0NPDr1y9CQ0NxdnZGTU2NY8eOCdFJp++7Z8+eVFdXC2Syi4sLKioqvHz5EgUFBQIDAxk/fjwvX74Uk9+TJ08iKSnJ7NmzOX/+PBoaGgJRvWXLFo4fP46hoSF//fUXxcXFJCcnY2Njw/Xr17l//z5//vyhtLQUR0dHJkyYgLKyMkVFRQwbNowfP36wfv16QkNDRTsiIyODiooKsrKy8PT0ZOjQoXTv3p3Kykr27NnDp0+fuH//PoGBgVhYWDBp0iTMzc25ceOGAB91Bhw7u+idHoshQ4bQ3NzM8OHDKS4uZuHChaxevVpcyObMmUNGRgYmJiZMmjSJOXPmCEa65MCBA7d1JhW3bt2KgoKC2F0lJiZibm6Ovr4+1dXVAqvXGYiaOnUqly5dorGxEWVlZcaMGYO9vT3Xr19HQ0MDJycnduzYwfr165k1axba2tokJydz7tw5/vrrL86cOUNraytycnJISkqKkVhpaSnNzc2EhIRgaWmJiooK7e3t9OzZk3v37gmClImJCU1NTcyaNQspKSns7OxQV1dnwIABmJmZUVNTw4ABAzhx4gSampqEhYXRrVs3bGxs6NmzJ79+/UJVVZUzZ86Qm5tLeno6v3794vLly1y9ehU1NTVSU1Opr69HVVVVdKW7dOnCtWvXhFoyPT2dTZs2ISUlhaysLMXFxTg4OFBVVcWCBQu4du0aRkZGxMTEMGjQIOrq6li0aJEI+eXm5mJiYkJVVRXJycl4eHgIkEBNTY1YNVRVVaGtrS1uLzo6Onh5eYkf1HXr1jF//nw+fvyIlJQUN2/epKOjg9bWVgIDA6mqqqKpqQkZGRns7e1FIvLq1avk5eURHR1Nr169cHd3x9DQkMbGRsaPH4+dnR1z5swRp/rOw1wnXnTUqFGoqKgIGUHnTi8wMBBbW1uamprEyNnLy4sPHz4QFRWFoqIixcXF4qWuoKCAiooKly5dYuDAgairq2NtbY2EhAQ5OTlcvHiR2NhY+vXrx/Xr15k5cyZqamqiftWZW7h69SorV67E19eX1NRU7O3teffuHdu2bePp06ds3ryZ5ORkevbsyYMHD1i1ahUPHjygoaGB/Px8NmzYwMaNG/nz548g33XqFI2MjLCysmL58uViPGxubs7Xr18FntTd3R0ZGRlkZGRYt24dT58+pX///nh7e/Po0SNhA/v8+TOOjo5oamoyefJkzp07h7m5Obt37yYoKIi5c+fy9u1bjIyM8PX15e3btzQ0NDBmzBguXLjA1atXMTY2pqGhQag4O0NfioqK1NTUkJeXh4qKCmfPnsXFxYUlS5ZgZmZGXl4eAwcO5OXLlyQmJjJixAgCAgLYvHkzERERjBw5EkNDQxQVFdm0aRMdHR3CeCcjI0PXrl2pqqrCycmJ6OhonJ2diYiIoKKiAiUlJWbNmsX169cxMDBAU1MTFRUVjh07JvbSb968YdGiRSQnJwvK1O/fv1mzZg0ODg5kZWXh5eXFzp07KSsr4927dzQ1NdGlSxdevXrF0aNHOX78OJGRkRw9ehQ9PT3a2tqYMGECO3fuJDk5mdmzZ/PixQuampoYMGAAd+7cobm5mcDAQEJDQ0Vie//+/cybN4+WlhZ0dXVZvHgxR48epUuXLoKVbWZmxuHDh/Hw8MDY2Jjfv3/z5csXGhoayMnJAeDly5fEx8cjKSkpvofOZ/zBgwcoKioiKSmJgoICQ4cOFRatTqDRlStXmDRpEq9evWLRokW0trby69cvnJ2diYuLw9vbm8WLF6Ours6OHTsE0W3atGkMHTqUxsZGysrKBCQpNDSU9PR0/vrrL3R1dYmKiqKqqgo5OTkaGxtxcHDg/v37aGtrs379ejw8PNi8eTPW1tZs2LCBoKAgzp07h5ubm+iDl5aWcv36dd69e4e0tDT5+fkcOHAAKysrALS1tQXzvLCwEH9/fzo6OgTFKyoqCjs7O5YuXUpAQABycnL4+/tjZmaGq6sr+/bt4/DhwyQmJqKoqMjt27eZN28e5eXluLi4cOvWLbS0tDh+/LigbI4bNw4pKSnU1NR49+4dK1euZPLkyQQEBHDgwAGOHDlCUVERixcvJjAwULA4vLy8BMhESkoKMzMzDAwM2LlzJ/X19SxbtoyEhAQyMzOpqKjg4MGDrFixghkzZrB9+3YGDhzIypUrmTp1KjExMUhKSjJ69GixRqmqqiIwMJCzZ8+KgHBbWxslJSVERUUJAl7//v1pa2sjJSUFeXl5YmJieP/+vXj/Kygo8O7dO1atWoXkjh07tu3btw99fX3BfL127RoTJkzAysqKuLg49PT0ePbsGenp6YJdHBwcjJSUFEVFRcyYMYPz589jY2NDaGgoXbp0QVNTkzNnzghKTacLNDIykuzsbGbMmIG7uzu5ubkYGRmxZ88ePnz4IOAtnWO2oKAglixZIjR8nV3ATob3mzdvePHiBZaWljg5OTFjxgx69OhBUFAQr1+/RldXF1VVVYYOHcqfP394+PAhOTk5XL16lYEDB7Jz505cXFzYvn27SLgrKyuLMUvnwUVCQkLwZwcPHsz48ePJzc3l3bt3qKmpMWLECHr37o2qqiodHR3Iy8sjJyfHs2fPMDEx4fPnz6L/nJqaSk1NDZ8+feLPnz80NzfTr18/qqqqBGB/wYIFeHl58fTpU/r06cO5c+fw9vbm2bNnrFu3joiICAYNGiRuQfPnz2fcuHGoqamhrKxMbW0tjo6OuLm5ERwcjKOjI5KSkuTl5ZGens61a9dISEhg/vz56OnpUVJSwvfv33FycqKyshJtbW1mz56NmZkZ/fr148WLF7i4uIgqy8AgBhMAACAASURBVKJFi0TQx8rKCj8/PxYsWICxsbF4sZ85cwZ3d3daW1sZMGAAOTk5aGlpERwcTJ8+fXj79q0Agfz+/Ztfv35hb2/PyJEjuXDhAjNmzBBd5zFjxiAtLc3UqVPJyMhg5MiRyMvLk56eTlVVFYMHD6atrQ19fX2GDx9Ofn4+Dx48EDfAL1++cPfuXSZNmsTbt285cOAA6enpAvu3fft2wsPDWbhwIc3NzSgoKPDx40cOHjzIrVu3hHmu84GcMGECkydP5vDhw+zcuZOmpiZKS0vFjnnr1q18/vyZ+vp6kXCXk5MjPj6eS5cuUVdXJzCITU1NAmQze/ZsXFxccHFxob6+nuHDh2NnZ8ebN2+wt7cnJiaGLl26MHjwYCHdCAwMZN68eZiYmHDjxg2Kioro2rUrz549Y9q0aQwePBg9PT327dvH4sWLKSgowM/PT1TPOtPaKioq3LlzB3V1dWFTs7e3Z8WKFWhpaSEvL8+PHz/49u0bXl5e4vtOSkqiZ8+ePHz4EFtbW4qLi/n06ROKiopISEhQUVGBn58f1dXVQk9qa2uLhISEwJAmJSWhq6uLj48P+fn5tLS0sGfPHo4cOcK4cePo27cvJ06cICQkROgX165dS2pqKhUVFVhbW1NcXIyioiKKiopMmDCBrKwsNm3axNu3b3n37h3bt29HWlqa2tpa5syZI5ohxcXF6OvrY2RkxJIlS/j9+zebN28Wethnz56Rn58vONedq7PONH7nAVVfX1/UUTuBPkFBQXh6eoqMzejRo2lpaeH06dPo6ekhIyNDRkYGHh4eTJ48mbi4OFGvlJaWxsLCAhcXF7p06cKoUaM4e/asyF8sWbKEL1++cPDgQWpra5GXl6eoqIhDhw5RVVWFuro6mZmZVFdXk5SURHh4OCUlJSQkJPDhwwdUVVWZMWMGvXv35tOnT+Tm5mJoaIi1tTXV1dXU1tZSUVFBTU0Njx49IiQkBHV1dVasWIGGhgZZWVno6+uLNkTnGDkyMlJMGysrK4VIp3OiA6Cjo0NaWhpVVVX8+vULHR0dbt++zcaNG/Hx8aGxsREXFxeKiorIy8tj2LBh6Ovri8N8dHQ0WVlZyMnJYW9vz7Bhw9i1axeqqqrCAnb16lW0tbVFFVNBQYHExESioqLQ0dFh3Lhx4pCqp6fH27dvuXTpEsbGxoIuOWTIECIiIoTidvny5Rw5cgQbGxvBiXdychJ63rKyMtauXYuzszNXrlwhLCyMiooKrl27RmFhIRISEgQEBKCoqIihoSFaWlps2bJFgKfKy8sZMGAAAB4eHpSWlrJo0SI+ffpEWloakkOHDt3W2NhIVlYWycnJWFlZce3aNTFeHj58OAoKCmIskZSURK9evUhOTiYmJob8/HycnZ0ZMmQI8vLymJiY0NjYyPLly9m9ezdNTU2cPHkSKysr7OzsOHLkCL9//yYpKYkTJ06QmJhIXFycSBmuWrWKKVOm0Lt3byZOnMibN2+YPHkytbW1vH//XpxGZs6cSW1tLZGRkairq/Pq1SvhlO3k5F64cAFfX19MTEwEj/b169e0trairq5Onz596Nu3L15eXvz69Uu8vKKjo1m5ciVXr15FS0sLd3d3+vTpg6urK1evXkVPTw9vb2/09fUFls/X15c1a9Zw7do1wZItLy9n/PjxGBsbc/jwYQwMDACQk5NDW1ubgoICBg4ciLW1NeXl5fj4+KClpcWIESM4c+YMqampxMbG0r17d6SkpESdJzMzk9mzZ9O1a1dxA4iIiKBv374EBgbSo0cPQfbS1tYmMDCQb9++YWJiQlhYGKdOnWLRokWMHTuW8vJyLl++jLu7uxBahISEoKioyNmzZ3n8+DFXrlzhr7/+IiMjg7FjxwomspqaGhUVFcTExPDnzx/RWY2NjeXly5coKSmxYcMGXr16xe3bt5GRkWH9+vV069YNDQ0NZs+ezc6dOxkwYIB4mDq7vRISEqxYsYKNGzdSX19PdnY2ZmZmbNiwgdmzZzNq1CguX76MqakptbW1/Pz5k3379vHjxw+cnZ2RlpamoKCA6OhokpKSRB83ISFBjNQ/fPhAfn4+srKyTJgwgaSkJHFAGThwID9//mTw4MFMnDiRHTt2UF9fz65du3j37h0LFy7k6dOn9O3bl6amJg4fPkxjYyPZ2dmCX1BVVYW0tDT+/v48fPgQKysrbG1tuX//Pr169WLr1q3k5+eTkJCAkZERKioqpKSkCJBMJ0KypKSE0NBQ9PX10dLSwsPDg+DgYHJzcwkODiYvL4/Hjx8jKyuLtLQ0xcXFwmNeV1dHUVERCgoKXLx4kb59+3Lr1i1OnTolTu7Lly8XwocePXpw4MAB+vbti6urK9LS0uTk5FBZWcno0aOJiIhg2rRpmJqakpCQQGFhIT4+Ppw4cQIrKytkZGTYtm0bq1evxsLCgu7du4s1SmZmphD8lJaWCqhSY2MjGRkZFBYWoqamJvq4nWCLV69e0bt3b7Zt28bRo0dRUlKivb0dAwMDxo0bx5IlS7C1teXhw4cC8PLp0ycuXbrE3r17GTJkCJ8/f+b27duCDignJ0doaCj9+vUTk5lLly4RHByMhIQEZWVlaGtri8RvW1sb7e3trFq1CjMzM1pbW5k1a5ZQm+bm5gqzXGdtqbm5GUNDQ8LDw5k8eTIeHh5cunRJHCBUVVVFLujhw4eUlZXx6tUrSkpKBIgoMzMTZWVlFixYIKYoY8eOJSoqShgI3dzcOHbsGPX19aJSdePGDcLCwujZsyc7duzg+/fvlJSU0L9/f378+MGbN2+oq6vjx48f4vt4/vw5CxcuJCwsTFgN4+LimDJlCtOnT0deXp6NGzdiZGREaWkpt2/fprKyEg0NDa5evYqUlBT//vsvdXV1yMnJISEhQVxcHGPHjuXHjx8kJCQQEREh7Ieampoi+9EpcPq/kSohm1qyZAm5ubl4e3tz8eJFDh8+jI6ODv3792fGjBni75+QkIC9vT0vX75ky5YtnDp1ihMnTrBhwwZ8fX05deoU1tbWREREkJqairOzM0VFRVy4cIHk5GRxU++kTaqrq9O1a1daWlqoq6vD1NRUBJg7ef4XL16ka9euqKmp0bdvX6KiokhKSuLHjx9oaGjw5s0bWltbOX78OI8ePRKujra2NoqKimhubqa4uBhpaWmqqqooLS1FQkICVVVVjhw5QkBAAAkJCeTn5/PixQuWLVuGZHh4+DZ5eXmBQYyJiRF7oP3799O1a1exd0pOThZjbW1tbYyMjMQNxNLSkmPHjvHq1Ss0NTXZvHkzpqamqKioMGrUKJSUlLCzs8PBwUGMx3r27Imnpyf9+vVj6tSpaGtrY29vj6mpKaGhoezbt4/79++LcXLnbltaWlqQgnr06IGvry8GBgY4OTkRGxtLRUWFGDXfv3+fZcuWkZqaSnl5OQ8ePBCHEUtLS96+fcuyZcsoKCgQEve3b99y+PBhzMzMuHPnDtbW1mhoaODm5saiRYvYsGGDMHR1Jpb9/PyE4crT05OgoCASExOprq4mNTUVT09PPn/+zNatWwU1rPOH+P3798TGxlJfX4+SkhKqqqqkp6dTW1tLWVkZVlZWPHr0iKqqKszMzEQIqvME3KnKi4uL4+rVq6Snp4sUt5WVFS4uLsjIyGBqakpBQQErV67EzMyM6Oho/vz5w/Pnz7GxsWHz5s3Mnz+fCRMmsGzZMoYPH86BAwcYP348x48fF4jM6dOn8+jRIxQVFWlubmb+/PmYmpoiIyPD6tWr6dWrF927dycnJ4e///4bVVVVMfr5559/GDduHF+/fiUrKwtDQ0MKCwvp2rUrzc3NDB48WMgrQkJC8PHxobW1VZyAk5KSOHXqlPDUFhQUUFNTw759+9i/fz9eXl6cOXMGgIqKCjw9PRk2bBhbt25FWloaW1tb5OXl8fDwIDQ0lFWrVuHh4cHnz59Zvnw5KSkp3Lx5k7179wrIi6amJm1tbXz58oUtW7bQ0tJCbGws2traTJ8+nRs3biAtLU1CQgKamprk5OTg7u7Onz9/yMjI4M6dO2zbto2KigpkZGSIiYnByckJR0dHNDQ0cHZ25tKlS2hqanL+/HksLCwoLi7G1taWoqIihg8fLuqMmpqaqKmpceLECWRlZUU9aMaMGUKQ0tTURHV1NWfPnsXd3Z2AgACam5tpampCWVmZtLQ0/P39qaqqYuvWrezbtw8rKyscHBzEyNrY2Jhz586JGmd2djapqalYWloKpWFJSYnIhyxcuBA5OTn+/fdfiouLmTp1Kg0NDVRVVeHj40OvXr2orq7G0tKS+fPn8+bNG+7fv4+SkhKnTp0iLy+PlJQU5OTkKCwspLy8nPb2duLj4wkKCmLKlClUVlaSnZ0txB99+/YlOzubyMhIkbANDAzE0dERdXV1cnJyyM7OJj09XYybU1NT0dbWxtXVlR49euDl5SUO0A4ODjQ1NeHt7U1bWxsHDx5k0KBB5Obm4u/vj7KyMufOnSMnJ4fr169z4sQJ/vnnH8aMGcPPnz+ZOHEi0tLSNDQ0YGhoSEZGhhA8nDhxgqtXr5Kamkp0dLSY0mlqarJ69Wr+++8/kUSeN28ep06d4sKFC0hJSREZGcnEiRNRU1Nj7969/Pr1i9+/f3Pw4EGioqLo06ePMAXGxMSwf/9+nj17xsKFC1m/fj2+vr44OTlRV1dHVVUVr1694tSpU0RERLB8+XI6Ojpwc3Njw4YNREdHY2xszKpVq5CSkqK+vl7cJq9cucL69etJS0vD3NycgwcPsmvXLvbv34+8vDw9evTg0qVLXLp0iVWrVpGWloaMjAxubm7Ex8cTERHB2LFjaWtrw8jIiI0bN1JZWcnkyZPJzc0VgCU1NTW6detGz549sba2xtXVla9fv7Jy5Uqht5WUlERWVpbNmzdTW1vLp0+fsLa25vXr1ygqKnL69Gnev3/PuHHjqK2tRVVVlcLCQiorK9myZQuvX79GVlaWgQMHcu/ePaSkpPD09BSp9vnz5xMQEICBgYGYuE2fPp2YmBi+f/9Ot27dSEpKwtbWFlNTU/Lz8ykpKRFq2pEjR3Ly5EkUFRVxd3dnwYIFYurx6dMnIiMj8fPzIy8vj6KiIs6fPy8EJRs2bBDGx7179zJ06FA6Ojq4desWkkFBQduuXLmCpqYmgwcPJj09neXLl4vxWnt7Ow8ePODMmTN8/PiR4OBgduzYwbt37zhw4IDAQnYKxWVlZRk+fDhRUVHk5uaKdKqhoSHPnj3jw4cPfPz4EV9fX/r06SNSt4aGhkhLS/P69WtmzJgh/vNqaGiI/cTMmTOxs7PDxMSEuro6IaKIjY0lLi6O4cOHc/fuXX78+IG9vT3Pnz/H1dWV4uJi4VqWlpZm586dBAUFCZfp7t27mThxIvb29igoKBASEsLmzZtRVlZGS0uL/fv3097eztChQ9HU1MTDwwMzMzP8/PxESC02NpZu3boxatQoSkpKiIiIYOfOneTn55OSkkJERAQrVqwQXOKIiAiePXtGXl6e6B93796d//77j2PHjjF48GDWrVuHnZ0dvr6+eHp6kpKSgqSkJIMGDeL8+fOYm5szf/58ampqePPmDRYWFkKPmpqayuXLlzl79iwmJiYMHz6c5uZmqqqq0NHRoVevXuTn54ve8rNnz/jnn38EnKVfv368f/+e48ePs2TJEt69eye4zBs2bMDW1pb+/fvTrVs3Hj9+TGJiIocOHcLLy0sQpmRlZdHX1+fWrVtiJ9PQ0IC0tDQeHh4iEV5ZWYmFhQWZmZmC2pWRkSEc5aqqqiLdW1FRwYIFC3BxcaFr165ilN55uz1x4oSQD/z+/VtMXcaNG4e8vDwzZ85k7dq1DBkyBG9vb65fvy7UlqWlpfz8+VNUQTqbAN+/f6epqQkNDQ0uX76MnZ0dT548oaamBhMTEwwMDMT4v1evXigrK/PmzRvR/Q0ICCA0NBRjY2Pq6+vFqFlJSYnExERCQkKYM2eOQDampKQIL/HMmTN59eoVVlZWPHjwAFtbW06ePMncuXN58+aN8AafP3+ewYMHi+dQTU2N8PBw3r9/j4eHBwcOHBCueG1tbUpLS9myZQvz589n2bJlDBkyhNDQUMaNG8eaNWvYunUrx44dEzdPeXl5unfvTlpaGoGBgaxZs4azZ88KtnNTUxNTp07l1atXZGVl8fHjR5YvX05xcTF///03U6ZMEaYlWVlZ1NXVsbKy4uLFi8ybN4/KykomTpzI5s2bMTAwYOHCheJgc//+fXbv3k1kZCS1tbXcvHmT3NxctLS0+PnzJzExMZw9exZLS0v8/PzYtGkT7u7ufP/+HQsLCwYNGsSGDRtISEjg0aNHSEpK0tTUxOrVq7Gzs+PHjx/Cs6ytrU1mZiaZmZnMnz8fOzs7Pn36hLKyMo2NjUhLSzN9+nRMTU2RlpbmwoULlJeX899//6Gurs7Ro0f5/v272CeXl5czd+5cwsLCuHLlipA67N27l+nTp7N27Vr69etHa2sr79+/5+nTp7S1tdHa2oq7uzvXrl1jyZIl1NbWCoztt2/fuHbtGq9fv+bQoUPY2toSFBTE/v37kZaWJi8vjxkzZohDvbu7OxcuXGD48OH069ePy5cvo6ioyPr167l8+TJycnKEhIRw+vRpZs2axV9//UVAQAAmJiZs27aNcePGsXr1auTk5KiqqqKsrAxVVVWMjY3Jzs5GRkaG3r17Cx/2169fUVVVJTs7m6SkJLS0tPjz5w+mpqYEBQVRWVmJr68vx44do7i4mJ8/f+Lj48OqVavw9vamZ8+eTJ06FVlZWZKSknBwcBBcbxkZGdzd3cnIyCAlJYWDBw9y8eJF+vfvj6WlJVpaWri6ujJ27Fhqamqoq6sjOTkZJycnNm7cSF1dHatXryY5ORlFRUXS0tJISUnh4cOHBAcHY29vT01NDV5eXpw8eZLTp0/j6upKaWkpHz9+JDs7mxEjRuDh4cGIESMYPXo0MTExpKSk4OfnR0tLi3AKxMXFkZiYiJWVFVeuXOHff//FxsZGyHi+fPlCr169ePv2LW/fviUnJ4f79+/j6emJj48PFRUVyMnJ8eLFC9atW0d6ejqSNjY228LCwqirqxOVKhkZGZSUlIQtpqqqiqqqKm7evElWVhbfv3/HzMwMX19f8QIyMDAgPDycgwcPEhkZSWFhIZs2baKlpYXm5mbxh/z27RsfPnzA0tKS8vJycXI+f/48tbW1DBw4kOrqau7du4ekpCRZWVncuXMHe3t7FBUVyc/PZ8iQISQnJ/Pr1y/hCZ43bx6zZs3i169fqKuro6Ojw5gxY9DT02P8+PGcPn2amJgYzMzMhHzD2tqasLAwsUuOiYnh9evXLFy4kL///pvNmzeLLnNNTQ26uroUFxfz5csXVFRUkJOTw8DAAHl5ecLDw7GxsSE/P5/MzExMTEwYOHAgMjIyGBkZMWXKFD5+/Ii0tDQ6Ojq4urpy/vx5VFRUiIiIwNjYGDU1NW7dusXo0aPx8vLi3r174iaXkZHBzJkz0dXVJTs7G2NjY1HcV1JSwtHRkeLiYurq6sRUom/fvigpKTFu3DgUFBR4+fIlDg4OIiyloKDAuHHjSEtLQ0NDQ6S8O29f5ubm+Pv7Y2FhwcyZMykqKiI1NZV9+/bx33//0dTUxIgRI7h06RI+Pj64urqyY8cOvL292bFjB15eXnTt2hU3NzfCw8MF6rB///5iHTJr1iyRwO3s+VZWVvLs2TPMzMy4desWPXr0EH7ZWbNm8ezZM0pLS0lLSyM3N5fdu3cza9YsTpw4gby8PFJSUtjY2BAcHMyaNWvo27cvz58/59atW7x7906sLpycnNi0aROZmZmYm5vTr18/YmJi6NmzJ42NjdTV1REQEEBVVRXFxcWUlJQgIyMjMKi6urp8/fqVBw8esGfPHs6dO0dBQQEDBgzg8OHDeHp64ujoiLm5OevWrRNToXv37mFpaYmenh5r1qyhtraWe/fusWTJEmGokpCQEN1WFRUVFi9ezJMnT7h37x4WFhZoa2tjbW2Nh4cH9+/fJzg4mFOnTqGvr4+mpib79u0jKysLLS0tKisr8ff3Z+TIkZiamgq6VkhICDt27CAhIUGwx0NCQhg+fLiwW40YMYL8/HxycnKwtrbG3t4eSUlJsrOz6dq1K05OTri7uyMrK0t2djbx8fFkZmYK3Gh9fb3gSX/58oWfP3+K/bScnBwuLi6Cx/Dnzx8WL15MTEwMjY2NbNmyhS5dulBcXMyVK1cYOXIkJiYmAtv7999/A6CoqMibN2+Ij49HW1uby5cvExQUxLRp04TG8uXLl/z+/RslJSUmTJjAmDFjSE1NpbCwkICAAC5dusS7d+8oKSkBYPv27Xz58oWUlBSWLl2KkpISwcHBDBs2jL/++oufP3/y588f4SkeOnQo/fv3Jzc3l23btvH48WPU1dUxNjYmNjaWu3fv0qdPH4yNjendu7cw/Wlra3PixAmRZensfH/58oULFy7w/ft3kpKSuHPnDlZWVvj4+GBqakpwcLBQh0pJSYmMSufhs7a2lvT0dBISEhgxYgTV1dWcOHECDQ0Nhg0bJgJvnZKnzs8VHh4umjOfP39GW1ubsLAwEhMT6devHzdu3EBTUxMnJydCQ0P59OkTqqqqPHz4kDNnznD8+HG8vb3p6OgQytyKigrU1NREt9zCwkJ0li9fvkxKSgp1dXW8ePGCuro6wsPD+fHjB3FxcTx9+hQ/Pz+xilJUVKSgoIBHjx6hpaXFoEGDGDJkCKNHj+bGjRvExMSgpqZGYWGhyBENGjQIOzs7du3ahZycHGFhYUyaNAknJydu374tetZXrlzh3r17IikvKSmJjIwMUVFRSEpK8vHjR9TV1VFQUKBLly5cvHiRzZs3Iy0tTXZ2NhkZGUyfPl2sQ7dv386xY8eIjIzEzs6OuXPnAjB37lykpKSIi4ujrKyMAQMGUFFRgYWFBTY2NkhLSzNz5kyOHj1KQ0MDPj4+3Lx583+T49WrV2/r06cPa9asoaCgAHV1daKiokSZfPv27fj6+ordQqfXurP0P3PmTDo6OmhsbGTVqlVs3bqVzZs306tXL2xtbamrq+Px48fipvzu3TsGDx7MkCFDePnyJaqqqmzcuJEvX77g6elJcHAwHR0djBs3joKCAqZMmSJUcsuXL2f//v3o6+tz4cIFtmzZwp49e3B3dyc4OJj+/fszfvx4ioqKaG9vZ8KECWJ30r17dyIjI9m+fTt79+5l3rx5ZGVl8evXLx48eICRkRE1NTX4+/uzZMkSioqK0NbWJiUlhZMnT+Ll5cX58+f5+vUrMTExLFmyhJUrVzJ9+nTOnz+PlpYW9fX1REdHM3z4cBITE0Vv+8GDB9y/fx8fHx+io6NZsWIFb9++xcbGhuLiYkaPHo2zszOrVq3iwIEDyMjI4O3tzYsXL/jw4QMuLi4cOXIEf39/bGxsMDAwoKioiD9//hAaGkpMTIzAGtrZ2SEnJ8fdu3cZO3Ysjx8/5p9//qG0tJSlS5dSV1fH3bt36ejowMXFhTt37tCvXz/u3LlD9+7d8ff3x8/PD11dXe7du8ekSZPIysoSLGgbGxvCwsIwMzPDxMQEeXl53r59KyYIvXv35ufPn2zcuJGnT5+irKxMQUEBNjY23Lt3j+nTp1NeXs7BgweFxKRTjZefn09sbCy2trakp6ezYsUKJkyYgISEBJKSkmzfvh13d3emTZsmXmidrOIuXbowbdo01NXVRRhIWlpafKc3btygoqKCoUOH8unTJ3bt2sX58+cZOXIkDx8+ZMKECTx+/BhTU1N69uxJ165daW9v59OnT8JEt2PHDmHW6XxOvnz5wt69ezl9+jTnz5+nra1NPAutra1ER0eTlpZGYmKikGIEBwcTGhpKRUUFly9fZty4cQwdOpTDhw+Tl5eHrKwsbm5uGBkZcePGDb59+0ZWVhbdunWjvLxcyFr09PS4efMmP378wNTUVLDrd+zYQXR0tMD9Hj9+XCSo29vb8fDw4NChQ4wcOZLTp0+zfv16pkyZgoSEhKiM2djYEBMTQ1RUFPv27ePBgwfs37+fQ4cO4eLigq6uLqmpqXz//p2TJ0/y999/s2/fPmbOnMmqVatISUkRopHY2FiysrL4+fMngYGBVFdXk5yczIgRI+jTpw8RERHs3bsXOTk5ioqKcHJy4sOHD6L36u/vT0REBLKysmzatAlbW1vhse8cj2tqaoqLwKFDhwRUycbGRiCHHRwc6Nq1q6hsLly4kFevXjF69Gji4+Pp3r07AQEBnDp1Stz8O7u6Pj4+SElJ4erqKloUDx48wNHRkUuXLvHlyxfy8/M5e/Ys0dHRhISEMHXqVD59+oSWlhYmJiYi6CYjI4OBgYFI5z9//lz0iMvLy4mLi6NLly5kZGTw8OFDkpOTWbJkCbKysnh6ejJ69Gjc3d05ffo0T548ITY2ltu3b/PXX38RFBRES0sLc+fORVdXl/Hjx1NcXExtbS1ubm7s2bOH+/fvU1xcTFpamghf6ejosGfPHpydnZk7dy7z5s3j/fv3qKmp0draSnt7OyYmJqirq/PgwQNxmbO3t6dXr160t7dz+PBh1NTUCAgIIDo6mt69e6OkpISzs7M4eHbv3p329nZ0dXUJCQnh0aNHhIeHC4f3nTt3aG1tZd26dUyaNImQkBA2bNgg1LadWteamhpcXV1pa2sjOjqaHz9+CEx0Z1q9vb2d2NhYBg8ejJSUlAiF5eTkUFpaSnZ2NmVlZSKfcePGDfz9/QE4d+4c8vLyDBo0iAMHDqCpqYm7uzvy8vIMHTqUHj16CPzuxYsXqayspHv37gKj/OvXL44ePcqkSZMYMWKEyG11hmIrKytxc3Nj7969eHp6cvnyZV68eEFLS4uQFU2ZMoXCwkLCw8P5/fs3I0eORHLTpk3bJCQkiIyMOE/dHAAAIABJREFUxN7enunTp7N06VJRHu/cP8vKylJaWkp+fj4NDQ307dtXSBE6ARA3b97E0tISMzMzdHR0xM1g6NCh/Pz5k2HDhmFnZ0dLS4vgwnZyf5ubm5k1axbm5uaoqanh6upKZWUlSUlJDB48mH79+jFo0CC0tbWZOnUqffv2JSkpibNnz/LixQtBZsrJyWHPnj28fPmSUaNGsWzZMhwdHTEyMsLExIT6+npkZGRQVlYmJycHRUVF/Pz8UFJSEpWruro63NzcsLS0ZPz48axcuZLz588zceJEfv36xejRo4Ubt6GhgYyMDDw9PbG0tOTNmzd4eHjQt29fYmJiUFBQwNbWltbWVg4cOMCqVatwcHBAV1eXGTNmUFZWxsCBA/Hw8GD9+vUMHTqUsrIyTp06hbm5ORcvXhThktjYWGRkZGhra6O6uprQ0FDmzJnDypUrRce2rKyMQYMG0dTUhJmZGd26dSMhIYErV65w6NAhHB0dUVNTE2PLxYsXU1xcLKxcnbvgFy9eEB0dTXx8vNiP6ejoUFVVRUtLCwMGDBBIQX9/f2pqasSN7s6dOygqKooQ4rdv3zh37hyRkZGEh4fj6+uLtbU1KSkpKCgoABAfHy/26zt27ODevXscO3aMu3fv8vPnT27fvk1RURHLly9nx44dWFpaMmbMGGRkZBg4cKAY/6anp3Pr1i0ePHhAt27dyM7OJioqioiICHFT9/LyYsGCBSxatAgXFxcWLlzIuXPnkJCQ4NGjR5SXl6OsrMzJkycJCAhAR0eHxMREnjx5Qvfu3ZGTk6O8vJyMjAy8vb3Zv38/GhoajB07lsjISKqqqujWrRsPHz4kMzNTiAG+fPlCWloa1dXVvHnzBi8vL2Fw6+zBGhkZ4eLiQkFBAU5OTkIR28kn37lzJ5cuXUJfX59///2XxYsX8/79e0pLS7l58ya6urqYmpqyevVqPnz4wMqVK4XLftGiRXz8+JHXr18jIyPD4cOHsba25u+//2bFihXcvHmThIQEXF1d0dXVRV9fn0GDBpGWlsajR49EAOfIkSPs2rWL2tpaEhISWL16Nfv27WPBggV8+PABIyMjdu3axYEDB9DT0xNs+7dv35KWliZCYkFBQcjLyyMpKUlAQIAILzo7O9PS0sLhw4dxcHDg5cuXVFRUkJmZKSREVVVVpKSksHbtWqHulJWV5cKFCxw+fFjQCOvr6wkKCuLTp08cPHgQZ2dngaeUkZERK4m///6bXr16YWdnJ+p/Dx8+JD09HQcHB7Kzs0Uw08DAAG9vbyIjI1FSUkJaWpo1a9agpaWFhYUFCxcu5PXr1wQEBKCqqirWFwMGDKChoYHy8nLk5eXp378/LS0tDBo0iDFjxrBy5Ury8vIwNDRkypQp+Pr6smrVKpKSkigsLCQ2NpZhw4YxY8YMwsLCcHd35+rVq5iamrJy5UohiFm9ejVlZWV0796dqqoqCgsLRV5n5syZrFmzhmHDhrF27VohalJXV2fkyJGMGDECZWVl4uPjqampEX3kzneWnZ0d8+fP58qVK7S3t7No0SJycnJYuXIlPj4+XLp0iW/fvjF48GDs7OwwNjYmOTmZo0eP0r9/fy5evEhDQwM6Ojp0796dnj178u3bN6HxrKiowNnZmaysLEaOHElHRwdLly5FTU2NuLg4dHV1MTc3Jzg4GAUFBeFMmDZtGtbW1iK4vHHjRmbOnCkQx531QyUlJe7evYuhoSFWVlbU19dTUVEhch6ddE8pKSlevXpFRkYG48aN49evXwI1O3DgQCGO2bRpE8OGDePFixdCBdzJK+j0rpubmwtL261bt+jduzdz5szhw4cPGBoa0t7ezujRowWeuE+fPmRlZYnPqaOjg4KCAp6enkiOHTt2m4qKCu7u7vzzzz8sX76cvLw8UYo/cuSISI92ghtmzZrFsGHD6NKlCz179kRPT4/Tp08zf/58oqKixAnGz89PVAmamppYuHAhZmZm9OjRA01NTe7cucOYMWN4+vQpxcXFwgSzYsUKpKSkhHxg5syZSElJsXjxYuHRnTNnDo6OjuKk/ebNG3r27El7ezuWlpYUFBTQo0cPnj9/Ts+ePVFUVBSf886dOwB4eXmhqalJWloaEhISLF26lEGDBjFq1ChaWlpE7SM1NRU/Pz+xG+y0BD19+pQpU6YwdepUZGRk2L9/P7t37+b06dOoq6sza9YsiouLAcjIyGDr1q18//6dmTNncvDgQXr16kW/fv04d+4cb9++ZdSoUfj6+jJ16lRKS0sFj/zChQv06tULSUlJcfuUlJTExsYGDQ0NGhsb8fHxYcuWLf+HqrP+qjJ93/YBKKDIpkVApFFEWgWTxsAExRi7OzHHznFmYOxW7PgYiCggqIAiIirdSkiXKEiD8P7wXdxrvX+Aa7k2ez/PfV/XeR4HLi4ugsne9VBTVlZm3LhxjB8/noaGBhITE3Fzc2PJkiUcPHiQnJwc+vXrR8+ePQXzu6Ojgx07dnDy5Em6deuGgoICFhYWmJiYMHDgQLy8vFixYgWGhoaCr97U1ISZmRmnT5/m1q1bdO/ene/fv1NYWIiDgwO/fv1i8uTJdO/enX79+hETE0OfPn2oqKjA09OTtrY2Ro8eTVVVFU5OTqiqqlJQUMD379/Jzc3FycmJx48fU1VVxezZs/Hz88PMzIyXL18ycOBAcSAMDg4mKSlJiGIWL16MkZER9vb2jBgxAmdnZ5YtW8b169f5888/OXfunIAfdHWG6+rqcHd3Z/To0RQWFjJmzBhCQ0Nxd3enqamJ6upqAgICOH78OPr6+nR2dtK/f3/xsC4qKsLAwIAfP37Q2NhIY2Mj+fn5BAYGkpGRwZAhQ/j27RvFxcX8/PmTsLAwioqKcHZ2Fju3K1eu8OPHD7KysujZsye2trYkJCQI/vPUqVPZuHEj4eHhvHv3Dn19fdLT0ykvL2f69OkUFBTg7e0t1hYzZ85k2LBhGBsbs3nzZnJycvjx44fgF3ft03JycoRhq6CgAE9PT+Tk5Pjw4QMSiQQpKSkaGhowNjbm4sWLSEtLExUVRWdnJ56enuTm5hIXF8fTp09FYC0sLIzOzk5Rbzx//jzbt2/H3t4eTU1NwsLCRABx8ODBaGpqkpiYKGpAWVlZWFpa4uTkhI6ODklJSWhoaNDW1kZdXR0fPnxgzpw5eHp6kpWVRWlpqYCqBAQE0LdvXwwNDcnLy+Ovv/7C09OTiIgIPD092bdvH+vXr2f+/Pn8+++/hIWFYWtri6ysLD9//hSWvlOnTuHu7s6rV68IDw9HSkpKeJS7THuAWIt18RPKy8s5e/Ysw4cPJzs7G39/f1RUVIRkqateaWlpKV60XS72kpISkpKS8PLyoqOjg3fv3tGrVy/U1dW5d++e6FMfPHiQoUOHoqenx/nz5+no6EBJSYkXL14wbtw4nj59yrNnz8jLy+PPP/+kvr6ezMxMTp8+LW7TL1++xNzcXHAD1NXV+fTpE6NHj6aoqIh//vkHFRUVnj9/TmVlpbghvnz5klGjRuHu7o6vr6+wS/n7++Pp6Ym0tLTorY8bN466ujr27dsnaGcKCgrs2bOHsLAwqqur8fb2Jjs7G319faqrq3Fzc+PixYtcu3aN7t27Y2trS2trK21tbaxZs4bbt28jJSUlRE3q6urcvXsXZ2dn+vXrR1paGpGRkcTHx6OmpkZCQgJHjhwR5MXTp0+jo6PD9+/fefLkCVu2bOHp06ekp6ejo6MjQosTJkygrKyM4uJiDhw4QEJCAm1tbRgbG3Pr1i3WrFlDZ2cnxsbGxMTE8PHjRzw8PBg7diwODg4CraukpERlZSXm5uZIS0vTvXt3nJycaG9vx83NjUuXLomKoLy8PKGhoTg4OBAaGopMc3PzvsjISI4dO8aePXsoLi4mLCyMmpoaiouLhS+6C2/X0tLC27dvxVI8MTGRmTNnChaskZERP3784PHjxxw/fpyVK1cyZcoUFBQUGDp0KKqqqnR2dhIZGcm+ffvYs2cP06ZNw9fXlx8/frB9+3a2b98usHNdnNZz587R0dFBr169UFBQEOP62bNnk56ezp49eygsLKStrU2kaWNjY3n06BEdHR2Ym5tz7949GhoaROhi48aNhIaGkpSURFBQEO7u7gwcOJAlS5bg7++PjY0NN2/exMnJCQsLC/bv38/IkSM5e/Ysmzdvpr6+nuLiYkJDQ5GWlkZTU5MFCxaI5F8XYaorLT99+nTc3d25f/8+v379wsnJiejoaFRUVPj9+zdxcXF069aNz58/8+DBA+bNm0dKSgpFRUWEh4ejoqJCTU0Na9euFYrPDx8+4ODgwPfv3/Hy8uLQoUOMGDGCoqIiPnz4QGlpKbGxsWzbto2ysjIcHBywtbXl8ePHdHZ2kpubi729vVBPbtmyha9fv+Lk5ERLSwvGxsYEBgbi5OREt27dhDCl6/O7dOkSLS0tbN++nbq6OrZv305mZia1tbVoaWkhLS3Nli1bGD9+PB8+fGDp0qVUVFQQFBSEs7MzV65cwdHRkcePH3P16lVUVFSoqqpCXl6ehIQEFi9ezPv377G1tWXEiBGkpaXh5eXF69evsbW1RV5eHnNzcxEQiouLo7OzEwsLC/z9/fnw4QP6+vpMnz6dSZMm8fHjR65duwbA06dPxV6pvr6e2NhYMVKdMmUKubm5aGpqoqmpKShPI0eOpKmpCTs7O/E91NPTIzIyksuXL7Ns2TKkpKSYOnUqEomE9+/fo6enh4eHh5hE+fj48OrVK5GIHT9+PG1tbWhpaVFQUCBwlN7e3igoKKCurk5VVRWqqqp4e3tz+PBhamtr6dWrF87Ozrx+/RoDAwMkEgkVFRX8+vWLgwcPCrxqamoqMTExWFpaEh8fT1lZGb6+vjQ1NbF06VKePXsmQlNdB8Nx48Zhb2/PgQMH0NXVxd7entTUVOrr60Wtcvjw4cLAlJaWhp2dnUjnd9X+Xr9+TUxMDH///TcLFixgy5Yt3L9/HwUFBcrKyhg2bBjr1q3jxYsX5OfnM3v2bKSlpVm2bBl1dXWiGtPQ0ECfPn2QlZVlx44dhIeHc/78eebOncusWbMwNDRk2bJl9O7dW6gpX7x4gaenJ83NzcKy19TUhJ6eHn/88QeTJ08mOzubBw8e4OXlxYgRI9DS0uL06dMoKyujoqKCtbW1OLzPnTuXhoYGVFRUWLRoEf7+/pSXl3P69GkRIEpOTmbBggU4ODhw/Phx+vXrR3BwMIsXLyY4OBhVVVWWLFnCrl278PHxwdjYWKyCukaqhYWFnDt3jqamJsaPH09SUhKqqqrC+9zc3MygQYP4888/MTc3p6CgACsrKwIDAzExMUFPTw9DQ0NOnz5Nc3MzISEhbNmyBVtbWzHC9ff3p6OjA4lEwsGDB8WB/eHDhxgZGaGhocGzZ8/Ert/ExISbN2/i5+dHz549ycrKYuLEibx9+xZzc3Pq6uowNjbGw8ODx48f09TUJLCywcHB2NjYCL4/wKFDh6iqqmLTpk1UV1cTERGBrKwsGhoaPHnyhH379hEXF8e8efPYsWMHx44d4+7du2hra4u/T3JyMhYWFsJg2IVx/v37t/gcJ0yYQFBQEPb29iJFvmLFCjQ0NEhKSqKyshJ1dXU+fvzIf//9h7a2NtOnT8fa2ppu3brh7e1NWVmZeAbl5+fj7OxMdHQ0Q4YMISQkhNDQUHr27ImJiQk/f/4kNjaWkpISjhw5wokTJ/j06ZNoY+zbt4/Hjx+TkJDA6tWrCQwMZNSoUSQmJvLnn3/i4eHB2rVrSU9Pp7CwkLKyMq5du0ZAQADe3t7IPH/+fF9NTQ3nz59n//79HD9+nKdPn7J8+XJKSkrYtGkTUVFR/Pr1i2PHjomTmUQiYdCgQdy5cwdLS0ssLCz+P8NNF17O0dFR4Ee/fPmCh4cHhYWFDBgwQDyYu+xR06ZN48KFC7i5ueHh4UF0dDTu7u7iS+Th4YGsrCz9+vUT/tCNGzfy48cPevfuzaFDh5g+fTpLliwhLy+PhIQEZGRk6Nu3L0pKSoLN/OXLF27fvk1lZSXbt2/n5cuX6Onp4evry8WLFzl27Bhjx46lpqaGP/74g8zMTCIiInB3d6eiogJzc3MMDAxYs2YNLS0txMXF8eTJE4yMjPjrr7+QkpJiyJAhHDt2DC0tLY4cOSKwc0pKSlRUVGBiYsKZM2cEZKbLyxwdHS2CNl3Jwa4QoEQiobq6WtyIuyQhRUVFWFtbCyDCokWLUFNTE9CWqVOnivT85cuXaW5uRlVVFYClS5cSHx/PmDFjaGpqwsDAAEtLS+Tk5Ni7dy/79u3D1dWVs2fPAnD16lVhnZo5cyZ//PEHOTk5Ikn77t07LC0tCQ0N5dOnTyIFnpKSwpQpU7CwsEBOTo558+bh7+/Phg0bKCgoYMKECeTm5nL37l1mzZrFgQMHGDt2LEuWLCEuLg4FBQX++ecf+vfvT2NjI3PnzhVtg9u3b1NfX4+9vT1SUlJiytHVCf/27RttbW0UFRXh7e3Nrl27OHHiBD4+PjQ1NQk4g4WFBcuWLcPExOT/UwJGRkYSFxdHYWEhubm53Lp1C2NjY7FXO3PmDE5OTtTV1WFoaEhVVRUlJSXib93Y2IiUlBQBAQGUlpZibGxMU1MToaGhzJo1S4z9NTU1cXV1FRakLi53W1sbxcXFjB49moyMDKKjo1m4cCFLlixh9OjRWFtbk5eXR+/evWlsbBT7UhMTE+rr63FxccHZ2ZmysjJkZWVxdnYWoJ8hQ4YIJn1qaioSiYS4uDjBNS4sLBQp6LFjx9LZ2SkO0EpKSsJuZ2lpiaurKxkZGRw7dkwYxXx9ffn+/TuRkZGYm5uzdu1aRo0ahYqKCt7e3jx48ED46V1dXXn06BHz5s0TdMRv375x/fp1fHx8sLW15fXr13R0dDB69GgMDAwEyKWkpIQBAwawZ88erKyseP36tVjPDRkyBF1dXUaMGMGIESNoamqioaEBW1tbpKSkOH36NLm5uejq6vL7928WL17MsmXLcHBwoKamRih5S0pKyM/PF7vyqVOncvHiRV6/fs3nz585dOgQo0ePJjQ0FE9PTyoqKrh3757Ado4fP57k5GQ6Ozu5fPkyfn5+zJ49mwEDBhAYGIiuri5+fn4cOHCA2tpa8vLysLe3x9HRUaSduxzhWlpahIaGcv36dbp3784ff/whbIWFhYV0dnZy8uRJ7t+/j4aGBs7OzkgkEpqbm3n9+jUrVqzg4cOHWFpaCpLf1atXRYZoxYoVHDhwgLS0NPHZXLt2jfT0dBYvXoyvry///vsvmZmZTJ06FTU1Ne7du4e5uTlNTU3ExsYKrHKXxvjUqVP07dtXHCSHDRvG7du3+fnzpzADDhgwAFVVVTZs2CDqgTU1NZw9exZLS0va2tr49esXvXr14tmzZ+jo6NDS0sK9e/f4/PkzHR0dIl0dHR3NypUrhYWtvb2drVu3oqyszOPHj3n69KnwC6SmprJp0ybGjBnD1q1buX37tpiqdq1QX758ibKyMlevXsXAwEAQPd+/f8/q1atZsGCBuFgsX76chIQEwsPDmTdvHhcvXkRXV5c//viD3NxcYmNjcXNzw8nJiREjRgjwlaurK//88w/fvn1DVlYWfX19zp49S0tLCxoaGv/HEtfT02Pbtm3U1dWRn59PaGgopqamJCcnc/z4cSwsLNi6dSshISE8fvwYaWlp7OzsUFJSEoJzaWlpnj17Rnp6OgDv3r2jtLSUnj17kpSUxJgxY3j06BGysrJiF5aSkiIY283NzfTq1Ys1a9bw5MkTrly5Qnh4OAUFBVy+fJnQ0FAhMnj//j2/f//G1taWhQsXCpNOFyby7t27Iohw+vRpVqxYwa1bt4iPj2f06NHU1dVx8+ZNfH19iYmJoX///uzevZsHDx6wa9cuwcAtLS1lxIgRzJgxg+bmZm7fvk11dTVKSkqoq6uLms7mzZs5ePAgnZ2d3L17l0GDBvHs2TMePXpETk4OKioqfP36FTs7O96/f8+iRYswNzfnzp07TJ06VUjLf/78iZGRkUjd9+jRg/j4eOrr6wkMDMTOzo6amhq+fv3KwIEDOXz4MO3t7QwePJgnT55QV1eHs7Mz6enprFmzBhUVFVEzWLVqFYsXL2b+/Plcv34dNzc3pk6dysKFC7GxsSEyMpKoqCgUFRWJi4tj5syZZGVlceXKFYyMjHBycqJPnz7MmzePN2/eCGhJa2sr+vr6mJiYYGRkhIWFBT9//sTS0pKRI0eioqIiusQBAQEkJyezcOFCcTA7fPgwEydOZMCAAVRWVopeZReYJCwsjIsXL+Lh4YGnp6cYexUVFbFlyxYhN4iOjsbNzU0EG7ds2UJJSYnwsM+fPx9bW1uysrIYMWIE165do6SkhHv37lFbW8uzZ8+4d+8enZ2dKCgoMHLkSAYPHkxqaiq+vr706tWL7du3U15ezrNnz3BzcyM/P5/Gxka2b9+OjY2N6HubmpqyY8cO4TXX1tbG2NhYZDAqKyvR1tamqamJpqYmwRV//Pix6C4HBgYCCHvX8OHDhft47969REdHs3r1aqZMmYKWlhZz5swhICCA7Oxs4RWuq6v7P2GAjAwTJkzg5cuXWFlZUVFRQX5+Pvv37xeu5a5bhIuLC05OTiJbsXv3blatWoWioiLR0dFoa2sTGRnJjBkzGDVqFC9evGDVqlVMnz6dxsZGZs2axe7du8Wz4dmzZ6SmpjJnzhwyMjK4d+8eZmZmhIWFERgYKDSYt2/f5uTJk0yZMoXfv3+jqqrKhQsXyM7Opl+/fiQlJVFVVYWRkRGtra3Mnj0bR0dHPn/+jLKyMt7e3piZmREVFcXbt2/5+vWruKnW1dXx48cPzMzMuHr1Ku7u7ixcuJCamhru37+Pu7s7Hz9+xNXVldLSUm7evMnDhw/58OEDZWVlBAcH4+DgwI0bNwSbvbOzk4SEBG7dusXevXuZMWMG586d4+vXr8JhfPToURQVFSkvL+fWrVtUVFTg7OzMv//+y4ABA9DR0SE8PFwk0Pv27Yuenh7Nzc34+vqio6PDypUrxU5WVVWVkpISRo4cSWVlJXJychgbGxMXF0d6ejpKSkrU1NSwa9cu0dHuAj91dHSItLK5uTnp6encvXuXDRs2kJGRwZ07d9DW1hYY2Pfv3/P161fham9sbMTLy4vGxkZevHhBbGws379/Fz750tJSnjx5wtixY+nWrZv4Xnethbpu4Onp6WzZsoWkpCQmTZrEhg0b2Ldvn0jDa2lpERISwqtXr3jy5AmXLl1i165dBAcHY2xsTFBQEPn5+dTX15OYmIisrCxhYWHY2NjQu3dvli5dSq9evXj58iVSUlL8/fffaGpqcu/ePbZv346qqqowRH7+/JnCwkIuXLiAgoICdnZ25OXlERQUxLZt2wQLICkpiWPHjuHu7s6bN29obGzEysqKX79+YWNjw8mTJ/n+/TuvX79m/fr11NbW0traSlJSEj179iQ7OxsFBQURCu1iAcyaNUukxrW0tLCysuL06dMoKSnRo0cPtLW1SUtLIyQkhIaGhv/jqU+fPn3fqFGjaGlpwdzcnOTkZJSUlNDQ0BCC964X5ZkzZzh48CAhISGUlZXR2dnJnDlzMDExIS0tDTMzM8aMGYOOjg41NTX89ddfdHZ28s8//yCRSDAzMxNd7aysLObNmyd61T179uTevXusX7+e7Oxs5s2bx/z583n48CEGBgaUlJSQnZ1NcnIycnJy3Lhxg3v37pGSksLPnz/x8fHh/v37gn62evVqUlNT6ezsZPTo0fTt25fevXtz4cIF7ty5g76+PqtXr8bKykqkPI2MjAQXd/HixSQmJjJq1CiMjY1xd3ensbGRxMRE0tLS6N69O+7u7hQWFuLr60tSUhJ3795l+vTpgtp24sQJcnNzGTFiBLq6ukRHR7N9+3Z27tyJn58fW7Zs4ffv36JqpaCggKmpKe/evePq1avk5ORgZmaGpqYmKSkpFBQU4OPjQ3h4OLq6unz58kVUAvT09CgrK+PIkSNCpbhu3TpCQkL49esXAwcO5Nq1a7x48YIDBw6QkZFBRUUFixYtYunSpaxevZrS0lI0NDRQU1PDxsYGgEWLFuHq6oqRkREXL16kW7du+Pv7s3jxYgoKCli0aBGfPn3Czc0NNzc3Ro4cSUdHB/fu3WPo0KFERkaKXqyGhgbR0dFcunSJb9++YWtrS48ePXjw4AFhYWHk5uaKcNT8+fPFODI0NJRRo0ZhZGSEqakpvr6+rF69mo8fP1JeXo66urrobNbU1KCpqYmamhqzZ88Wk53m5mZhpAsJCeHevXucO3dO0KwGDRrEyJEj+fnzJ0FBQbS0tGBiYoKfnx8FBQWkpaWhoaGBuro6urq6mJqaCrxjamoqe/fuxcnJiV+/fnH8+HEsLS0xMjICICEhAQ0NDaFHjYuLo1evXkyaNInNmzezZs0aIYYZNWoUI0eOxMXFhf/973+4uLgItGtpaSmFhYXipefl5UV6ejoBAQHk5OTQdfDu7Oxkw4YNQhbThU48c+YMHR0d2NjYYGJigrW1NYGBgbS0tBAREcH48eOZOnUq1tbWBAcHM3r0aPLz88WNraamhv/++49JkyaRn58v+AxdhrrExESUlZWFBCUqKkqkm9XV1amvryclJYWnT5+K9P/cuXORl5dHU1MTa2tr9PX1sbW1Zf78+QKG1KtXL/EQ7QJKNDQ0EBMTQ0dHB4GBgfTo0YPNmzfz+/dvtLW1mTBhgrj1btiwgf79+yMrKyusYr9//0YikeDn54eysjJr166loqICWVlZrly5Qnt7O1paWhgZGeHj4yMQsL169cLExITo6Gh27drF7NmzOXPmDK9evSIxMZHNmzdTXFyMk5MTx44dw9LSks7OTmH5S01Npbm5WfgRVFVVCQ8PF00Be3t7YUcrKiqFGFriAAAgAElEQVTi2rVrFBYWChJYbm4uY8eOZf78+cybNw8nJyesrKzYtm2b4LxXVVWxaNEifv36RW5uLiUlJVhYWPDq1SvS0tJITk5m8ODB/PvvvwwZMoTa2lpiYmKQk5Nj7ty5FBQUoK2tLRgXPXr0YNiwYWzcuBFXV1fKy8sZMGAA7u7ugtl+5coVTpw4gYmJCdevX0dRURF3d3euX7/Oz58/uXDhAqWlpfj4+JCWlsaOHTtwdHTEzMwMa2trqqqqGDFiBE+ePKGlpQV3d3chW0pKSsLZ2Zmmpib09fUJDg7GyMiI69evExAQgLm5ueC7q6urk5KSwo4dOzA0NGTatGns3LlT4Kz9/f2Rk5OjqalJ3OD37t1LR0cHRUVFJCQkoK+vzz///IO0tDQdHR3iBRwbG4utrS2bN29m1apVpKWlicuLpqYmR48epaCggKCgINzc3GhtbRVhvkOHDjF58mTB9zh48CDOzs7cuHGDiRMnsm/fPoqLi8WF5/Hjx1hZWfHy5Uv69OnDihUr/m+H3dbWtq+LDz1p0iRGjRrFunXrGDp0KP/++y8aGhqMHDmSmpoa5s+fL9K7KioqPHjwgOHDhwu2c2lpKXFxcfTr14/k5GSSk5N5//49N2/eJDY2VuxJ3r9/z7lz57h9+zbKysp0794dU1NT3NzcWLRoEV+/fsXT05Py8nKOHDkixk4GBgZ4eHiwcuVK0tLSkJKSwsTEBB0dHezt7enbty9Tp04FQE9PjwULFgjP8oEDB/D39yc7O5s7d+4wevRoYmJiaGtrw87ODjc3N+Li4nB1daW9vZ0vX74QExNDe3s7xcXFODg4YGdnR3V1NUuWLKF///7s37+fbt26oa2tjZyc3P/nCO7q7XWhHH/+/Imenh6NjY2Ympri7e3NnTt30NTU5Pv37+zatYvx48cLFvKNGzdQVlZm6NCh+Pv78/nzZ7y9vcnLy+Pz58+Eh4fj4OBAY2Mj3bp1o6ioiPr6eh4/fkxERARycnJoaGgwaNAgTExMqK2tFdMNWVlZzpw5Q1VVFS0tLTg7O4sTeNcD9uDBg8IFXVpaSmRkJH5+fkRGRiIlJcXly5eJjo4mLi6OSZMmkZiYyNWrV+nbty///fcfWVlZ3Lhxg6FDhzJz5kwSExOprKxk4MCBjB07FllZWRwdHfHz88PQ0JBevXpRV1eHnJwcb968oV+/fuzZs0eY0nJyckTK+tWrVygoKHD37l1u3brFpk2buHLlihgfy8vL8/z5c8FIP3fuHB4eHiQlJWFra0t9fT1lZWUYGBggLS3NvHnzyMrKIjU1FSMjI0xMTMQDxtHRkfDwcKqqqpg7d66wNCUkJDB16lR27NghbqILFy5k5MiRBAUFifH28uXLyc7ORllZmU2bNhEYGEhFRQXu7u7C2b5w4UIxKi0sLOSvv/4SzOq3b9+SlJQkOtzx8fFkZWXR3t4ubsofP36kurqaN2/eiFxCV7ilvb2dzMxMPD096dWrF+3t7SgoKDBz5kwqKyupr6+ns7OTEydOcPDgQRQVFblx4waLFi1CTk6OU6dOERAQgKysLHJyciLR2hWkamhoIDU1ldOnT6Orq0taWhoDBgwgPz+flpYW8vPzhRqxoaGBfv36YWxszMqVK1m3bh137tyhurqaO3fuiOyHhoYGLS0tdHR0sH//fuzs7IQhLTc3l+TkZKSlpTEyMuLQoUNMmjQJDQ0NFi5cyODBg0lJSUFJSQlVVVUuXbrExYsXyc3NxdTUlODg4P8bLcrIEBMTw5gxYwQHYsGCBcTHx7Nv3z4kEglJSUm0tbVRWFiIm5sbVlZWSCQSUlNTefjwIT4+PlhbW3PgwAH8/Pyor68nLS2NT58+YWRkxMSJE7G2thbq2piYGAYNGoSenh7a2tqcOXOGrKwshg4dSt++fQWuUklJSbyAHjx4QH5+Pvfu3UNWVhYnJydSUlLIzc1lyJAhrF27VmQ4RowYwcKFC7l7967AOv/8+ZO0tDRsbW1RUVEhLi6OXbt20bt3b16/fo22tjYKCgosX76ccePG4eXlRY8ePSgtLcXU1BR9fX127tyJrKwsoaGhDBw4EFtbWzZt2iRAJV3P4ZiYGAoKClizZg3Pnj0jLS0Nc3NzVFRUUFNTExCi2tpadHR0RB2svr4eXV1dGhsb6devn9Aldx28uy500tLSdHZ2MmnSJH7//k1sbCzl5eUi5xEVFSUCdBKJhI8fP3Lnzh2uXr3KokWLSElJwc/Pj9LSUmbOnImioiIdHR3U1dWRlZWFlJQURUVFdHR0sH79eiGaaWxsFEAsRUVFsVoNDQ3l2LFj9OrVi/DwcJEvGjFiBGFhYcydO5eKigrk5eUZPny4gNU0NTWxY8cOpkyZgqOjI9LS0uI92UVdNDMzIz8/Hw8PDx4+fMiQIUNYv349Mvv27dsXGhrK48ePxUvr8ePH4vRUXV1Nv379BIpUXl6exMREXr16xejRo/n16xeBgYHU19fz4cMHlJWVGTNmDA0NDfj7+3Pp0iWOHDmCuro6R48eFTuprv+grKwstra2fPz4EQsLC65cucKff/4poP4zZswgMjKS1NRUDAwMSExM5Nu3b5iamvLjxw9cXV3R1dUlNzeXcePG4eDgwP3791FXV+fSpUt0794dJSUl5s6dy/Xr18X4oqWlheLiYiIjI2lubub69eusXr2agIAA9PT0aG1tZcGCBWhpadHW1oaSkpIwUq1du5aIiAgcHR1JSUlBTU2NrKwssrOzyczMZPHixYwcOZKkpCR+/vzJ9+/faW5uJi0tDV9fX7p16yZ4uUZGRnz48IGDBw/y6NEjtLW1qa6uRiKRMHv2bI4fP466ujp///03p0+fZsGCBURHR9O7d2+OHz9OZ2cnAwYMQFFRkU2bNqGqqsq4ceOEK9fLywsXFxeioqLYuXMnPj4+rFq1ira2NmpqakTNQUlJCWlpacGU37p1q1AEamtrs337dmJiYjA0NMTY2JgzZ87g6elJjx49hCO9C6jQ5eI2MzMDoKKigrlz5zJx4kTGjx9PUFAQS5cuJS4uDikpKaSkpCgpKWHJkiU4OjpiampKQUEBiYmJlJWV0d7eTlBQEP379xf+73fv3gmG8/fv31m1ahX5+fls3ryZO3fuYGBgIHCzSUlJTJ06FWdnZ27fvs3gwYOprq7mwYMHrF69mp07d7Jp0yays7Opr68nLi6OxMRENm3aRGRkJCtXrkQikaCoqEhtbS0SiYRVq1Zx+PBh1q9fT1FRkaherF27Fk9PT06dOoWTkxP3799n8+bNvH//Hjk5Ob5//46MjAzfv38XP1SJREJraysTJ07k3bt3WFlZUVtby/jx4wkODiY9PZ2cnBzs7OwYNWoU8vLy7N27lx07dlBZWcnatWsZM2YMKSkpYgz68uVLURvs1q0bQUFB9OjRAy0tLV68eMG8efPEg8ff358vX74gLy+PvLw8ampqVFVV8erVKzGJycrKIj4+ns7OTlRUVIiNjUVOTo7Tp0+zaNEiVq9eTXx8PAMHDiQzM5POzk7Mzc1xcHBATk6OOXPmiJ7pw4cPBXlORUWF+Ph4evToQVFRkSDEKSoq8vbtWyZPnkxNTQ2mpqZcunSJTZs28fXrV4yMjCgtLRU1SEtLSzw9PTlz5gxLlizBxcWFlStXYmhoiL6+vthH6ujocODAAezt7cVv1sLCgn///ZeoqCj+/vtvnj17hqenJ0ePHuXo0aO8efOG8vJyJk2axJYtW5g9ezZ1dXXs2bOHvLw8li5dyqNHj8R36ty5cxQXF3Pt2jWxWx0yZAjLly/Hzs6O2NhYBg8eTElJCUePHmXSpEncvXtX7PLPnj2LrKws1tbWSCQSevTowezZs7Gzs2P69OmcP3+eiooKjIyMcHV1ZciQIXTv3p2tW7cKJGuPHj1QV1end+/efPv2TZDmtmzZQl1dHSUlJZw4cUJcRLqolJ6enkyfPp2///5bYKlbW1vR0dHhyJEjDBo0CGNjYxISEqitrRUmq0GDBgm3fJddb9u2beTk5GBvb8+jR4/4559/qK2tZdq0aaxatQqJRIK5uTlaWlq0traKxoOqqirGxsbk5+eLycytW7cYOHAgly5d4vnz52zevJmamhomTZqEqqoqNTU1eHh4sGzZMnx8fLC3tycgIIA3b96QnJyMrq4ulZWV7Nmzh8DAQC5duiTqZDY2NpSWlrJmzRoGDhxIS0sLGRkZ4oUuLS3Nu3fvmD9/Pnfv3mXVqlUiAyKRSAgMDMTT05OysjKkpaVFgPfx48f4+vqSkZEh9tajRo1i7969/Pz5k4iICFxcXGhubqagoECM5BcvXkxzczOOjo7iZf/q1Svy8/ORUVdX36etrc2PHz/4/v27AFaUlJQwbtw4LCwsiIqKEpzZc+fOsW/fPjIyMmhtbeXHjx/06dOHzs5OrK2tUVZWJjMzk7CwMLy8vPj8+bNA4AUEBGBhYUFMTAwLFy4UjNUHDx5gbm6Oi4sL48aNQ0ZGhmvXrvH792+WL1/O3r17qaurY9asWaIbWVhYSGtrK3FxcXz69ImOjg7s7Ox49+4dT548ISQkhDVr1nDjxg3k5OQoKCjg2rVrLF++nI6ODvLy8vj16xdv377F3d1dcM2vXbsm/hCvX79GVlaWqKgoxo8fz40bNzh06BCZmZm0trZiZ2eHtLS0+GLt2LGDR48eYWZmxrdv31BRUWHt2rXExcXR2tqKu7s7b9++FTfJ1NRU+vTpI0xk1dXVNDQ0kJOTQ2ZmJtLS0uLF2bdvXz59+kR7ezvS0tLU1taiq6vL0KFDSU1NFR1VU1NTtLS0CA8P58GDB0hLS+Po6IimpiZTp07l9u3bFBUVUVVVJfChv3//5v79+xgaGqKmpoaSkhKJiYkEBAQwcOBALC0tOXbsGIMHD0ZXV5fu3bsLRWleXh49evTAxsZG0L26hOzBwcHMnTuX8ePH8/DhQwYOHEhRUZGoQNnZ2eHn50dlZSUnT55k1apVwlP99etXAVa4du2aCH9pa2ujpaXFuHHjuHLlCtOmTcPd3Z2dO3eyYsUKVq1axciRI7l48SLGxsbEx8czYsQI4uPjmTFjBjIyMqipqSErK8uHDx9wcXFBRkaGvLw8xo4di6qqKr6+vhQXFxMTE4ONjQ1aWlqsW7eOOXPmMGrUKIKCgkSdY+fOnYwYMQKJREJ9fT0TJkwgICAARUVFZGRk+PnzJwkJCaxZswYpKSkiIyM5dOgQR44coVu3buzfv5+tW7fy6NEjioqKUFNTo7i4mEGDBpGdnc3WrVuFf9zFxYWCggIePXpEaGgoAQEB/PXXX5iamqKmpiYe2o2NjXh4ePD582c+fvxIcHAwkyZNYvDgwcTHxxMcHIylpaWwD5mampKfn4+2tjZ9+vRh9OjRzJ8/nx49enDq1CkOHDiAr68vlZWVxMXFMXHiRNTV1fn+/Ts1NTUsXbqU379/k5KSgoGBgYDPxMfHizBddXW1kJjMnTuXjIwMevbsyd27d3FxceHDhw+cPXuWsrIy4S02NDRkypQppKam0qNHDw4cOICWlhbl5eUMHz4cW1tbUSOSSCTs3r1b5BXOnj2Lt7c3QUFB7N69W+xOV69eTUFBAXl5eYwfP54DBw4AiIe7j48PY8eOpaGhQaSBzczMhIhFR0eHT58+0bdvX4qLi5GRkWHdunXMmjWLHj16MHnyZKZNm8bZs2eJj49HT0+PlpYWysvLBVVNSUmJ/Px87t+/T1JSEosXLxa2xN27d3Py5EmOHTsGIOQr8vLynD17FnNzc86fP8+MGTP48uULb9++ZdasWUhLS3P48GFaW1uJiIggMzOTrVu3IisrS0tLC3v37uXXr1+oqqry5csXUlNTsbKyYsWKFQQHB5OVlcW0adOIiIigqKiI379/M3bsWCIiIjh58iQKCgr8/fffrFmzBllZWVRVVQkKCsLIyIhVq1bx9OlTKisr0dTUZOfOnYwePZotW7aQk5NDQUEB//zzj5Ag2draoqSkhJqaGvr6+qxdu5a+ffvSp08fITEqKysTVeEnT54waNAgvnz5gomJCUlJSRQVFeHo6CgCl7W1tWzevJn79+/z8OFDcWgcP348NjY2VFdXc/fuXQF3CQsLQ1lZmcGDB/Pt2zeRZykqKqK9vV1YCydOnIi+vj5Hjhzh2bNnDB8+nIqKCk6cOIGpqSm7du1CIpEQFBTEtGnTiImJ4fPnz2LcLS0tjby8PKdOnaK+vh5lZWWOHz+OlJQUjx494n//+5+QhRgZGSErK0tmZqYQ+nTx/xMTE//vWWVmZrZPIpHg7e1NXV0dS5cuFdKAbt260draCsD//vc/Wltb2bp1K+fOncPGxkYkXA8fPszff/9NW1ubsD/9999/Ys/dlZTu06cPGRkZtLe3k5OTw507d7CysmLhwoViVHnjxg1SU1OZMGECS5YsYfv27UyYMAETExNkZGSEx9rBwYHk5GTGjh2Lrq4uISEh7N69W/SbN2zYIMTqmZmZ5OTksGnTJj59+kTPnj1ZuXIlWlpaWFtbi6BWY2MjGzZs4ObNm7x584YNGzZQWloq9p9dIaNjx47x9u1bcnNzBQSgra2N48eP4+zsLPjeUVFRYlRZWVlJfn4+dnZ2vHjxgh07dvDmzRscHR0pLy8nNTWV2tpa3NzcaG5uZvDgwfz48YNDhw7x/v17JkyYgJWVFcnJyaxdu5YlS5bQ0dGBq6srw4YNo7S0FAUFBTZv3oy2tjZZWVlYWVnx8OFD4uLi+PHjB05OTvTq1YsvX76QkZHBrFmzGD58OBs3buTnz598/fqVGTNmkJ2dLQ5LYWFhaGlpMX/+fIKCgqirq+Pdu3ckJSWRl5cnbhGnTp1CVVVV6ErNzc159OgROjo6uLi4sGzZMnbv3s3NmzdJS0sjOjqaqKgo9uzZQ3JyMvX19VhbW3Pu3Dlqa2tZuXIlBQUFODg4CAhGa2srgYGBFBUVUVFRwY8fPxgwYAAtLS0i/e7h4cHx48f5448/OHHiBOHh4RQVFTFt2jRsbGzIzs5GSkqKWbNmYW5uTlVVFZ8/fyY3N5crV66wa9cuAgMDCQwMREFBQeBRb9y4wfv374mMjERfXx+JREJmZiZmZmasXLmSmJgY1NTUOHbsGJ8+fRJmoVmzZokxtImJCYmJiWzcuFFMBlJSUvj48SOGhoZcunSJCRMmYGZmJiZYXQrB7t27k56ejqenJxoaGpSUlKCoqEhqaiqbN29mzpw5TJ06ldLSUtTU1ITlasyYMUybNo3Y2FhRaayursbHx4eOjg527dpFZ2cny5cvp7a2VhwU79y5Q/fu3dHQ0BCjzA0bNnDx4kUsLCzo16+fuLHOmzePa9eu0dLSIqxc48aNw87OjmHDhhEYGIi7uzt2dnaoqKgIKuD69etZv349e/fu5dChQ4SGhrJ7925iYmLw8fGhX79+BAQE0NHRwerVq8UosStA2tTUxMSJExk2bBg/f/7E3Nyc5uZmZGRkWLZsGb9+/eLjx4/k5eVRUVFBeXm5gMF0qWenT5+OrKwsPXv2pKOjQ6Btv379yvLly8nMzOTdu3dIJBLy8vJEI6asrAwFBQUMDQ3ZsmULN2/eFHyJQYMGYWVlhYODA7NmzRK95GfPnjFhwgQaGxtRVFQUN0R7e3sMDQ1JSEjg9evXODs7c+bMGby9vbly5QptbW28f/+eixcvcuDAAZSUlLCwsGDAgAFoamry9u1bMYF4/vw50dHRHD58mKtXrxIcHMzHjx+xtrZm/fr1yMvLA1BYWCjG2StWrODw4cNkZmYiJSUFIA4jXVyKrilcV+Le0tJSqIfNzMzIzc3Fzc2N9+/fc+HCBXr27MncuXPx8PDg1KlTyMjI4OnpiZaWlujr79+/n3Xr1onEu7e3N+PGjUNRUZH4+HjU1dWxtbVl8uTJvH79Gj09PXbs2IGfnx8dHR2kpqaSmppKZGQkz58/Z8qUKYSFhYkDZGRkJNHR0ejo6PDlyxckEolwr7e0tLBixQrMzMw4cOCAEMxUVFTg4ODA58+fRVukrq6O69ev4+7uTl5eHk1NTUyePJmIiAjhZVBRURHTFi8vL3x9fVm7di3FxcWUlpYKhO6WLVuIiYmhb9++wmz56dMntLS0CA4O5sePH0yePJmxY8dy8eJFJkyYQHh4OKampixZsgSZ/Pz8fV2jQycnJyIjIwEwNTVlwYIFhISEiECaRCJhzpw5dHZ28vTpU0JCQoiNjaWqqop3796Rnp7OunXrhPBj06ZNYuQbGBjIrFmz0NTUFMELHR0d7ty5I4QLhw8fRllZmaCgIKqrq7lx4wb//vsv7e3tJCcnEx4ezqxZs0hJSUFBQYHc3FwUFRWpq6tj1KhRREdHo6GhwdGjR0lPTyc8PBxDQ0O+fv2KtrY2y5cvp2/fvhgZGXH//n3haO7yWUdGRgoBvZ+fn8BAdoU+9PT0xKj99+/fbNu2jfXr12NsbExSUhL19fXs3LmTdevW4ePjQ2lpKYcOHWLbtm14enoKhrexsTEbN24kNjaWxYsXC9uWra0tenp6WFtb4+3tTffu3Rk1ahQWFha8ePGCuro6Pn/+jLq6Ov369ePOnTscP36cIUOG0N7eTlNTE15eXpSVldHU1CQQsV03NEVFRU6fPk1VVRUGBgYsXLhQrBn69OlDfHy8+CGbmZnh5+dHS0sLenp6fPz4kSlTpqCmpsagQYOQkpKiubmZ4uJicWPvCrMMHTpUCObt7e2FDCEuLo7w8HDmzJlDnz59SEhIYNGiRXTv3p0rV67w8OFDXr58yZw5c3B1dSU1NVWkhLsStg0NDSLt2b17dxHQuXz5MteuXcPNzY0bN24ID25paSlDhw4VZKXq6mq8vLxoamriypUrlJSU8OnTJx48eICMjAyjRo2ivb2dP//8E2lpaerr63FwcOD169dIJBLWrl0rxuOqqqqUl5eTnZ2Nr6+vIMC5uLjQ1tbGxo0bqampobKyEgMDA7Kzsxk3bhyvX79m7ty5ODo6EhUVRWlpKREREbx69YrPnz+joqKCsrIyiYmJZGdnExMTg4eHB+vXryc4OJjt27eTnp6Or68vPXv2REVFhTlz5jBw4EAqKioYN24c0dHRtLa2oqmpiby8PIMHD6ayshJXV1devHiBvr4+3t7erFq1iilTpnD16lVCQkLYuXOnoD3V1tZy9+5dxo0bx4cPH5CVlcXf35+jR49SXl4u/Ms6OjrIyMigr69PZmYmNTU1lJaWcvHiRR49egTAjh07CAoKQktLC1dXV4qLi3n69CmLFi3C29ub1atX09nZybBhw9DQ0CAjI0PgbZctW0ZZWRn29vbo6ury8uVLIiIixOGzpKSE2NhYioqKSEtLY+7cuTx58gQvLy8UFRUxNjamuroaAwMDXrx4ITjabW1tAj07ceJEoqKiePHihWCSBwYGUllZSWNjI46OjuL/v2TJEo4ePYqOjg4RERFcv36dPn36UFZWRu/evXny5AmlpaVcvnxZHF5///7NvXv3cHFxoaOjg7a2NmbOnClwpmpqaiJZ/O7dOzo7O4XDYfTo0QI72mVUa29vF59/YWGhICDq6uoyfvx4+vTpg7+/P01NTWIMfvbsWcaMGcOxY8cICQnB2tqa8vJyDh48KHgX79+/Jz09nbFjxxIdHc3cuXPx8vISSksHBwfy8/N5/fo1r1694o8//uDMmTOUlZWhp6fH+vXrWbRoEVJSUsjLy5Obm4uDgwMnTpzgxo0bxMbG4uPjQ15eHsXFxaSkpDBy5EhevnyJqqoqzs7OmJmZ4e3tza9fv7hy5QpnzpzByMgIaWlpbGxsMDAwoLGxEWtra2xtbYWApisrpaGhwZo1awgPD8fR0ZHLly+TmJjIvn37GDZsGBYWFnz48IFly5aRnp6OtbW1MMWlp6djZWWFlJQUxsbGpKWlsWTJEnJycoSnoWfPnkJa1SX7sbCwYOHChbx48YIvX75QWFhI//798ff359evX1hZWQnE6/Xr1wVg5dq1a0ydOpVDhw4xc+ZMBg4cKPDdenp6dO/eHTU1NZ4+fUphYSFSFy5c6Jw6dSrKyspkZ2cLUpi/vz+6urpkZGQwfPhwTExMKCwsFD/I8ePH8+7dO16+fMmUKVOoqqpCV1eX1tZWxowZI8aGI0aM4MGDB6SlpTF8+HDy8vJwcnLi27dvYtavrKwskHQpKSliJ5Oenk5LSwuqqqo0NzcjJSVFY2MjFhYWgq/q6elJcHAwrq6uNDY2ClTgihUrCAkJob6+XoRHdHR0OH/+PE+ePCEiIoKQkBC2bduGlJQUFRUVPH/+HGlpaVxcXKivr6eqqkq4v6dPn05QUBBycnIsWLCAwMBArK2tUVVVZdu2bWIP2UVy+/DhA1ZWViQkJCArK4uWlhbDhw8X9RKJREJWVhb19fU8fPiQsLAwzp49S2RkJCoqKigpKVFQUICBgYHgV3cpSi0tLVm+fDnfv39n7dq13L9/n759+9KtWzd0dHSQlpbmzZs3TJ8+HYC0tDQ8PDxoa2ujoaGBlJQUwsPDaWhowMDAgP/++4/Pnz8zdOhQ3rx5w/Xr10UW4e7duzg5OfH161f279/Prl276OjooKWlBQcHByQSCVu3bsXOzo5evXoJJ3Pv3r2RlZVFSkoKZWVl8vPzkUgkaGpqkpycLFCxVVVVvHnzhmHDhvHixQsmT57M27dvmTFjBh8/fkRKSoq2tjYuXLjA4MGDycnJQV5eHllZWZYsWUJzc7Oov82ZM4e2tjauXr3KhAkTcHZ25s2bN+K28ObNG6qqqvj+/TsrV64kKSmJsrIykpKSsLe3p0+fPhQVFWFkZCRyBOnp6cjLyzNo0CCysrKwsbGhpKQER0dHzpw5w8SJE2loaODFixe0tbXR1taGsrIyXl5etLW14eXlxcePH3n06BEJCekLoEYAACAASURBVAmCc6ympsaCBQvIzc1FSkoKBQUFqqurmT9/PgsWLODgwYMiCLZhwwbxYAJoa2vDwsKCoKAgevbsiUQiEWNdc3Nzfvz4Ifa7eXl5mJiYYGpqio2NDW/fvqW+vp6IiAgmTpwoJkH29vYUFRVhZ2fHokWLWLJkCZ8+faJ///707t2b4uJiMZlqbGwkKytLONbb29vJyMjg/Pnz3LhxQ2AtJRIJ3759Y82aNcTExAhhhoeHBwEBARgaGmJgYIC7uzsNDQ2oqqqSmJhIVVUVDg4OfP36FXV1dTIyMrCysqKqqgpbW1sha+nyQn/9+pVHjx6xa9cu+vfvT3Z2NjIyMujp6aGiosLu3buFE7tL1VpQUCCcxy9fvmTv3r0YGBhQWlqKi4sLT548EUGorKwsli5dyowZM9i5cyf9+vXjy5cvVFZW0tzcjJ2dHQYGBty8eVN0pxUUFOjRowempqbCf97lW/7y5QsDBgxg3759JCQkMHjwYGRlZUlLS8PAwICWlhamTp3Kq1ev6NevH1FRUQwbNoz29nYRjExPTyc7O5uIiAj++usvBg4ciLy8PGPGjCE3N5eamhpyc3MFVS8sLIwJEyaIQF/XJC81NRUVFRURKuxC0wJ8+fJFSJuuXr3KyJEjaWtro6CggMmTJ6OgoEBgYCCGhoYANDY2oqmpyejRozlw4ABGRkbi30VHR4v6p5mZGZGRkdjZ2eHp6UlgYCCurq6cPHmS3r17o6urS21tLe7u7uTn5wvM9e3bt/H09CQqKgobGxuSkpKQlZUVgg4fHx8BuXn27BlWVlbIy8vT3NxMYWEhJiYmlJeXIy0tTc+ePZkyZQo7d+7Ey8uLy5cvY2lpKcQ/+vr6NDQ0IC8vz19//SWen97e3jx//pxZs2bR2NhIc3Mzfn5+ZGVlMWjQIPLz84mJ+X9UnWVYllkbrk+kuxtBQqQMBFQMREUsVBATA+zOGRO7xwDsVgxsUURMDFARRUpEkJaSkJIu3T++zTr2np/zYw6d93nfZ637vq7zfEdMTIxYB50/f57du3cTEhIigr1aWlpERkaKv2OnTp3Q0tJCRkZGjPijoqI4ffq00DSPHz8eyXfv3m3vsN18+fIFOTk5YmJikJaWRkJCguLiYpKTk3n58iUrVqwgJCSErl27EhISIm56bW1tXLhwgQcPHghbjIeHB6GhoVhbW/Pr1y/09fWxt7fn/v37aGpqsnjxYhYtWsSIESME1jI7O1uMnUJDQ8nJycHT01MQ1TpS5iNGjODw4cMsXbqUnz9/8uTJE+rq6ujfvz+BgYE4OTnh7e1Nnz59CA0NZezYsSI8oKWlhYKCAn379iUqKgp7e3v+/PnDlStX6Nq1K927d+fJkye8ePECZ2dnAgICWLBgAbdv36ZPnz4MHjyYc+fO4e7ujrm5OTNnzsTPz0+kZQsLCyksLBQmsO7du9O9e3cePHiAoqIi06dPp3v37oSGhoobbQf69e/fvyQnJ9O1a1f69u3Lq1evGDx4MNra2rx584a8vDxqamrQ1NTEwsKC69evk5uby9GjR4X1Z/LkycLctWzZMtHn7eh7ZmRk0KlTJ8aPH4+hoSFjxozh33//pbm5mQULFvDw4UMcHR2ZOXMm586d49SpU0RGRjJp0iSePXvGuHHjGDp0KLdu3aJr164iydmjRw9WrlyJu7u78NheuHCBgoICjIyMmDlzplAE3rt3j9bWVv7991+uXr2KhYUFSkpKwsj048cPoqKiKC0tFe7zkydPUlpaKlLUISEhBAYG8vv3bxISEigrK2P8+PEEBQWhqqrKjBkzyMvL48iRI5iamqKmpiZOuBkZGWIs1atXL/FFbm5uFunc1NRU5syZQ0JCgqiHdEw40tPTMTY2Flzq2NhYxowZg5SUFG1tbQJBu2bNGiFv0dHRITw8HFVVVc6dO0dkZCSjRo3Czs6OS5cusW3bNurr6ykrKxNf4qKiIvT09Fi5ciWBgYGYmpry48cPunTpwvbt2/Hw8KCurk4w/Q8ePEh4eDjW1tZ06tSJXbt2oampyYkTJ0hISEBJSYmAgACysrJEhiIvLw8ACwsLJkyYwI8fP9DT06OsrIz79++jq6vLt2/fCAwMxNXVlYEDB/L9+3ciIiLYs2ePeKaDgoJITk4mKiqKyZMni/1fB1ZUW1ubOXPm0NjYSENDA3Jychw8eJA9e/aIqVxraytaWlrk5+dTWVlJQUEBHh4eDB8+HElJSUxNTZGQkCAuLg5VVVXevn3LvHnzKCkpEYeGv3//Ul5ejq+vL/v27WPIkCGCp5CZmSkYEhoaGnTr1k241H///o2joyPBwcFUVlaSnp5ORkYGnz9/Rl5ensTERAoLC1FVVaVv374cPXqU7Oxs+vfvz4ULFzh8+DDGxsbiuzZs2DDmzJlDWFgYCxYsYP369fTo0YOgoCBiY2O5efMm3bt3R1NTE2VlZXJzc/Hz8wPgyJEjyMvLM3r0aMrKylBRUaGhoYF///2X6dOnM3ToUObMmSNG3UOHDiUkJAQLCws6depEREQECxcupEePHuLgPWvWLMLCwjAzM8Pc3JwPHz6IZ6G5uZkzZ87Q1NQk5EZ5eXkMGTJEwFK+fv3Kx48fWbx4sbigNDU14evry6lTp8jNzRW+6cLCQoHHjYuLE/mkmpoadu/ezY4dO6ivr8fBwYGAgABcXV2pr6/n48ePjBgxggsXLjB9+nTS09NpbW0lKioKOTk5lJWVOXDgAF26dGHq1KmYmZmhrKyMvb09paWlaGtr4+rqyurVqwUprWNVmJyczOLFiwkJCWHatGkkJyeLw1mHeGjYsGF4eHiwaNEiunbtipubG8XFxZibmwve+5cvX+jdu7e4uOjq6oo2wNevXxk3bhwHDx7Ex8eHDx8+YGtry5kzZ4R4plOnTsKxLSEhISBZ/fv3JysrS2CzHRwccHJyori4mMLCQnr37o2kpCSS8vLy2+3t7cnOzqZr167cuXOHR48eIScnR1xcHEuWLOHmzZs4OTlhZmbGx48fUVBQ4NGjR0hJSXH58mVkZGQYOnQoJiYmuLi4UFJSQk5ODnv37kVFRYWhQ4eyaNEidHV1ycrKoq2tDV1dXZydnQXBR19fn+bmZjw8PFBTU8PGxob09HQCAgKQk5MjJSUFZ2dn8vPzuXfvHlOmTEFDQ4MrV64wb948wsPDGTNmDA0NDbx+/Zr29nbOnTsHwNOnT4mMjEROTo7t27dTXV3NxIkTuXnzJmFhYeTn5+Ps7CwIQh2c87i4OGbOnElZWRlqampoaWmxcuVK3Nzc+PLlC8eOHePkyZOiwD9v3jwOHDiAqqoqEhISHDt2jOvXr1NUVISRkRH//vsvISEhpKWlcevWLcaOHYuBgQHBwcFCEtABqujduzcnTpxg586dhIeHIykpiYaGBjIyMuIHtnv37ly+fJlv374xYsQIwXFubGzkypUrhIaGYmdnJ+Qjv379oqCggFevXlFeXk6PHj3Iyclh+fLluLi4CGKPpaUlt2/fZtCgQSgoKDB69Giqq6t58uQJ5ubmvH79GkNDQ2JjY5GTk0NFRYVu3boRGxvLoEGDBIIyJSWFrVu38uvXL3Gjyc/PR1JSknHjxgFga2tLTU0Njo6OZGdns2TJEkxNTVmzZg29e/cWSMWMjAxOnz6Ni4sLdXV1TJs2TYSHnJyc0NHREVQ4T09Pnjx5Qk1NDQYGBmhra2NgYEB4eDgGBgY8ffqUsrIyoSo0MDAgPz8fVVVVrK2tkZGRwd3dnQEDBtCvXz+REr127RqJiYkUFxfTu3dvXr58iZWVFYGBgRw4cEBgRkNCQoiLi0NZWZl79+6Rnp6Ol5cXEhISWFlZ8ebNG6SlpQVRzMrKim/fvon6UWlpKfHx8RgaGlJQUCAkKXp6ekhKSpKamiqk9sHBwYI73xHicnBwICsri5SUFEHA+/XrFw8ePBBKUUtLS968ecPUqVM5fvw427dvR1JSEh0dHeFlnzlzJtnZ2fj4+HDy5EliY2ORkZHh3Llz/Pnzh9DQUOLj43n//j1fvnzh9u3bTJ8+nYiICHr06MHgwYM5cOAAM2fOJDMzk4SEBCFFGDVqFDExMf/7EZKUpLa2ViTLU1JSkJGRQVJSEl9fX/Lz81FTUxPrsIKCAmxsbDAwMCAtLY3GxkZ69eolPu+XL1/y6tUrHBwcCAkJQVNTk3379qGurk50dDRqamoUFRWRkZFBYWEhWlpaJCQk0K9fPywtLSksLGThwoWEhYURFBREfHw8ffv2FRyCtrY2rKys8PLyIjIyEkVFRQwNDRkyZAhv377FwsKCSZMmUVJSQlRUFCNGjCAxMREjIyMKCgpE4E5LSwsDAwNCQ0MJCQnB2NiYkJAQLl26xMePHzEwMCAiIgIFBQXs7Ozo3LkzXl5eYrT87ds3KisrUVJSIj09XRir/vz5Q0VFBcuWLSMsLIwPHz5gaGjI4MGD+e+//0RAbc6cOZSWlpKWlkZQUBBv3ryhpqYGCwsL+vXrx+LFi8UUZeHChaKRYmpqSlJSkuAslJeXY21tzezZs/n9+zczZsxAU1OT+Ph4unXrRk5ODk1NTSJdn5WVJb7vHUS9vLw8LCwsCA8Pp6ysDBkZGVJTU0lNTcXT05OmpiYR0oyLi0NfX59//vmHzMxMISgqKSnh/fv3eHl50d7eLiq8Y8aMoaWlhalTp/L27VsGDBhAbm4uY8aMEZfSIUOGiKnyhg0bSEhIEJPi8ePHU1FRwaFDh9DQ0MDMzIyRI0eSkJBAbW0tX758oaGhgebmZqqrqzl48CCRkZF8/PiRlJQUNDU1GTBgAMrKyhw8eBB7e3tB6JOXl6dz5878/fuX9+/f4+rqyrhx43j9+jX6+vpoamry69cvofiUvH379vbr16+zZcsWCgoKmDBhAp06dcLT05N58+Zx7Ngx1NTUMDAw4O/fvxQVFaGvr4+ZmRm1tbUsXLgQWVlZ+vXrJ0bGVlZWrFixgs+fP6Ojo8Pw4cMpKiriz58/PHr0iPnz55ORkYG/vz9z586lqKiIPn36ICsry9+/f/n69St37tyhsLCQTp064eHhwcePH2lpacHDwwM9PT0qKip4/vw5O3bsEKlSBQUF4uPj8fLyYvDgwYSEhLB7927Bxu3ZsyfS0tLMmjWLhw8fkpeXh5mZGYaGhiLYExoaSkxMDBMnTqStrU2AOZYuXcr8+fORk5NDXV2dpKQkTp06JYJceXl5xMXFsW7dOlRUVETiNTc3lz9//iArK4uGhob4wJSVlblx4wa+vr5ERUVhYmJCTk4Of/78ITc3l3v37gmu7qRJk1iyZAn19fVMnz6dxYsXo6amhq+vL3v27KGhoYH379/z4cMHpKSkKCsro7W1lZycHKZNm4aOjg4tLS2Eh4dTWloqDD3fvn2jqamJ9PR0mpubWbJkCXFxcXTp0gV5eXmUlZWRlpbmxo0bJCUlYWJiQmRkJI8fPxbqvhs3bjBy5Eju37+Pl5cXeXl5WFpainXGrl27+PbtG0pKStTV1eHp6UlVVRVubm58+vSJvXv3ijHXxIkTSU1N5cSJE/j7+xMdHU1sbCxBQUF8/vwZd3d3XFxchBWuIwTo4ODAx48fqaysxNzcnA0bNiAnJ4e8vDwmJiZoaGhga2vL48ePWbduHTdu3CAlJYXAwEAkJCS4c+cOiYmJAivZ0SDw9fVFVlaWzZs3IyUlha+vL+rq6pibm2NjYyNENLt378bIyIhnz56xevVqdu3aJWqAZmZmuLq6cvnyZUpLSzl27BiqqqocPHiQly9f0rdvXw4ePMj79+8ZNmwYkydPFun5LVu2iF374MGDCQoKQkdHh6NHj7Jo0SKcnJyoqqrC19eXpqYmXF1d6datG/n5+axYsQJVVVWkpaWZNm0at27dYvTo0QwYMED4yd++fUtNTQ07d+4UhqyioiLCwsLYsWMHycnJou7Tgej18fHByclJ6EArKiqorq5GRkaGiooKgoODqa+vFyKTdevW8e3bNywsLDh58iTq6upUV1eTnp6Om5sbmzdvFqn9bdu2kZWVxd+/f9HV1WXDhg0Cydq9e3f09fUFytLFxQUVFRV+//7NyJEjSU9PZ/HixRQWFmJqaoqhoSF9+vRBTU1NuAUaGhoYPnw4EyZMQFZWFnt7e3r06EFJSQmrV69GUlKSDRs2YGZmRkFBATdv3qRXr154enri4OBAQkICa9as4dmzZyQkJPDr1y/U1dVZu3Ytrq6umJiYIC8vj6qqKhkZGaJJk5iYSGpqKgMHDiQiIoLZs2eLA46RkRE3btwQYcfMzEyWLFkiDkdv374lOTkZJSUlGhsbyczMRFlZmcbGRlxdXZGVlRX8DHV1dby8vKisrGTdunXU1dXx69cvPn/+THt7O2PGjGH48OEigPr582cGDhzI6NGj8ff3x8bGBktLS759+8a3b9+wtrYWL7+O/4aSkpIgYSYmJvLu3TusrKyYMGECQUFBnDlzhsLCQuLj47l+/TqysrKibTNw4EDCw8MZPHgwFy5cEE0FVVVVrKys+Pr1Kxs2bEBCQoK2tjakpaWpqqpi6dKlrFu3jpaWFoYNG0ZGRgYJCQns37+fbt260aNHD9GX/vbtG5GRkRQVFdGzZ0/BaL958yZ1dXUMGjSI/fv38+7dO3x8fAgJCSEsLIzr168TGhpKfX09wcHBwuQWFxeHoqKiMGh1/KOurs6wYcMoKyujuLiYQYMGoa2tjY+PD/fv38fPz4+LFy8SHx/PyJEjaWpqwtzcnLy8PCZMmEBeXh5eXl40NDRw5coV0bx59+4dM2bM4NatW3h4eGBoaMizZ8/w9PT830hcRUVl+7JlyygpKSEpKYkuXbqgpKREVVUVAQEBaGlpISEhwdmzZ4mKihKUmQ4WqqSkpICh7Ny5kxkzZnDv3j3xB/T09CQ3N5eZM2cye/ZsRowYIWAJY8aMoaioCDU1NXR0dMjOzqa1tZWePXsSHR3N/v37efv2LcbGxmJvdfLkSerq6gSN59GjR1hbW7N582aUlZU5deoUvXv3Jj8/n0ePHjFkyBDu3r1Lenq6GB1LS0uTlpbGhQsXKC0txcTEhMuXL9Pc3ExcXJzo5XWI4P/8+UN0dDSrV6/m8OHDVFZWCuvS3Llzyc7OZtiwYUL20eHQ/u+///D19UVCQgJZWVk+fPiAo6MjMTExxMXF4ezsjKmpKVu3bsXS0pLIyEhGjhwpqEP29vYEBASwe/dudu/ezaNHj1iwYAEJCQm4u7tz8OBBcnJyWLp0KcOGDePTp09UVVXRp08fBgwYQGxsLM+ePePNmzfiQRoyZIjo93XsmAMCAnj06BFdunTh5s2b+Pj4oK6uTkNDA42NjRQXF6OhocH48ePx9vbG09OT48ePs3HjRtauXUtQUJDY6RQUFKCuro6JiQn19fXCJJafn8/gwYMpLi4Wp9+3b98SHx8vFH5FRUXs2LFDyBWmTp0qdokde1RJSUmcnZ2xsrIS642nT59iZGTE3LlzKSkpET9WHWKFzMxMampqWL16NRs3bmT48OHMnz+fuXPn0rlzZ2RlZdm3bx9hYWHExsZiZWWFmZkZjx8/RklJCTU1NUxNTVm3bh0KCgo0Nzdz9epVYmNj0dbWRlZWFj09Paqqqvj16xc+Pj5ERkbSq1cvxo8fz48fPwRx7+XLl7x48YK4uDjx4u8Yi9rb22NhYcG2bdvIzs7myJEjYpcXFxcnXoj6+vqUlpbi4OAgakrPnz8nJiaGGTNmsHTpUubMmUNSUhJ2dna8ffuWixcvCh3kxYsXSU1NFZrY5uZmKisrBWWso6b28+dPrK2t0dbWpnfv3gwcOJAjR44QFRWFu7s7Y8eOxdvbm+7duzN//nxqamrw9vZm9OjR1NTU0NraKkbTOjo6vHjxgvDwcExMTOjatSvLli3D3t5e1D779u2LlpYWtbW1uLu7ExISwvfv32loaMDGxkYIFUaMGIG/vz92dnZUVVWhpqbGvXv3yMvLE+2IN2/eYGtrS0JCAr6+vmzatInz58+LrMqCBQuIjIzk6NGj1NbWihyDn58fpaWlZGRk4O3tjaysLAMGDBCfQXNzM1JSUqxbt06Mbl++fAlAQUGBaLI8ePCAo0ePoqmpKS4y79+/Z/fu3ezbtw8LCwt+//5Na2srX758YcGCBaIjv3fvXvbt24e5uTkvX74Uwdpdu3bx5csXlJWVRY//v//+w8XFhYULFxISEkJJSQkLFy5kzpw5rF27lpcvX6Krq4urqysuLi6Cof706VNxkHr37p2QBPXp04c/f/6I5+b79+98+vSJr1+/UlFRQWBgIN7e3hw6dIgbN24QExNDQ0MDMTExANy7d485c+bw7NkzpKWl+fbtGwEBAeKC8uzZM+bOnUuXLl3Q0tIiKChI4K7b29sZOnQo2traTJw4kYiICH7+/ImVlRW2trYkJSVRWVnJw4cPmTx5MvX19ejq6vLq1SuRP+m4JZubm1NaWsqnT5/w9PREW1sbW1tb7OzsGD58OO7u7uzbt49ly5Zha2uLq6srZ8+eFfmphIQEevXqxZQpU7h8+TKDBw8WU+KOauqVK1eYOnUq6urqPHr0SGSMJCUlCQ0NZf78+dy+fRs1NTVqa2spLCxEX1+fvn37irCunZ0d8vLyBAUFMWPGDC5fvoyioiLjxo3j1KlTZGRkoKuri5WV1f+mk56entsfP34scINSUlI8evQIdXV1amtrkZCQYM+ePXh4eLBjxw4BF6isrERGRoYvX76wYsUKvLy8cHR05PHjx1y6dEn02HR0dNDV1aWmpgZdXV3Wr19PYWEhw4YN49atWwBCip6UlMTt27dxcHAgNjaW8+fPo6ury4sXL7hy5QoJCQksXrwYc3NzHB0dOXv2LGPHjqWiooJTp04RFxdHcnIyubm59OnTRwQSOoTj586dE/CDW7dusXr1ajp37kxzczOKiooUFBSgra0tuuf79+/HxcUFc3NzAgICmDNnjgjirVy5EklJSZ4/f46Li4sItOTl5aGsrMy1a9dEhSI5OZm7d+9iZmbG169fcXNzQ1VVleXLl3P16lVqamowMjISo0EvLy+UlJQoLy/Hw8ODpqYmVFRUSE5OZtq0aXz//p2QkBDh5k5LS2PcuHEMHz6c379/Y2dnR2VlJWfOnPn/+u7dunUTNqc3b94wf/586urqSEhIQFlZmffv3xMcHMyuXbswMzMjIyODjx8/imK/iooKWlpa3Llzh1+/fnHs2DHMzc3p1asXY8aMYeTIkfTp04fAwED69etHTU0NDg4OREdHY2lpSUZGBg8ePBDShg4zzqtXr7C1tSUsLAxDQ0NKSkrYvXs3VVVVODs7M2HCBJ49e4aNjQ1aWlo0NTUJ1vGHDx+YNGkSaWlppKamoqioyNOnTxk6dCgSEhL06dOHW7du4efnh62tLRcuXGDEiBF8/vyZ/fv3o6amJghcCgoKzJ49G2VlZe7fvy9e3NbW1qSmppKYmCiUp507dxZYxzdv3giI0PHjx5k0aRLdu3envb1dYHM7qi7p6elcvXqVwsJCjh8/Tn19PdeuXWPRokXo6OggLS3N/v37uXz5MnFxcRw+fBg3Nzdev37NkSNHmDRpEv369SM7O5v4+HgqKys5deoUFy9e5M6dOyIs0zFCtbGx4cOHD2zcuBEdHR0iIiJISEgQN4SioiL8/f1paWmhU6dOQoMZHBzM9+/f+fXrF8OHDxdhP39/f9LS0ujRowerV6+mZ8+eVFdXM336dM6fP8/48eOJiYnBysqKo0eP4u/vz8+fP7l+/TqTJ0/Gzs6O/Px8ampq6N27NxUVFcLsVF9fLzqn3bt3Jzo6moULF7Jnzx4RYusISvXs2ZO4uDjy8/P58eMHLi4uwibX4UGYM2cOmZmZTJo0CWlpaYKDg7l48SIFBQU8fPgQIyMjrKysKC4u5syZM6Snp5OUlMTgwYOJi4ujc+fO7Nq1CxsbG3Jycvj79y/btm1j8ODBqKmpMWbMGDZv3kz//v25du0arq6uAt6jpaVFaWmpGK2ePXuWXbt2kZWVhaKiIk5OTmzcuJGPHz8yZ84cLCwsMDExEen6zp07o6GhgbGxMb9//6a6ulpoKDt+wI8cOcKaNWvw8/PDx8eHfv36cfnyZSQkJOjcuTOFhYVCW6uhocHGjRtZv349Dg4ONDY2snjxYk6ePMmwYcMYNmwY2dnZArdpaWlJU1OT2LV2hE4lJSWRkpJCTk6OCRMmCCd3TU0NxsbG9O/fXyBCjx8/zsqVK8nNzeXixYscP36cnz9/4ujoKPzT5ubmDB06FAcHB7y9vbl8+TK1tbUcOHCAq1evMnDgQBISEhgzZozo5HfccDtYFB3wrlGjRgk74Pv376mqqhI0to4xvpaWlgif2tnZCQeGsbEx+fn57Nmzh+PHjzN48GCGDh2Kqakpjx49EqvZ0tJSlJWVReOiqqqKkydPkpKSQnZ2Nm1tbWIN4unpycyZM4mPj6ehoYGqqioaGxuZNGkSOjo6JCYm8vTpU0aPHs2lS5c4fPgwQ4YMYfXq1fz9+5eSkhKio6P58OEDLS0tnDx5EkkrK6vtHh4ePH36lKSkJGbOnCnCWG1tbcyaNYuhQ4eirq4ubFVycnJ4eHhgY2ODhIQErq6uHDx4UFiyOnXqxOfPnykvLycsLExUPjZt2kRoaCi9evVix44dAvcWEBCAvLy8EC54e3tTV1eHhIQEy5cvR1FRkTVr1ojqWQdgIzExUZTsAwIChMLTxsYGbW1tZsyYgZycHG/fvuXZs2fo6+tz8eJFLl++zOvXr8nLyyM3N5f4+Hh+/vzJzp07OXToEOPHj8fExITr169z7tw5MjMz+fPnD8+fP6dTp07iQ+mQCsTHx3Pr1i3+/PlDVVUVLi4upKam8u3bNyQlJVFTU2PevHn8/fsXPT09ufB5EwAAIABJREFU6uvrKSws5OzZsyxfvpzIyEih2Lx06RJ+fn4kJCRgbGyMtLQ0169fp3PnzsJUFhwczOLFizl69ChpaWmYmppSWFjI9+/fhSe3ra0NFxcX+vfvj5eXFwcOHCA0NBQ5OTlMTEzw9vYmMjKS169f8+DBA/z9/Zk0aRJ3795lwYIFFBQUsG7dOoYPHy5oVhUVFfTr1w8tLS2kpKTQ0dGhtrYWPT09AgMDRTAkLy+Pvn37Eh0dzZYtW5CWlkZfXx9DQ0Pc3Nyoq6sjPz+f69evM2nSJB4/fkxERIRI1V68eJExY8ZQV1eHra0tOTk54vYxZ84cjh07Ru/evdHV1WXv3r1UVlZSW1uLpKQkmZmZdOnSRTibKysrGTJkCIsWLcLT05N9+/ZRVVXFw4cPyc3NZcqUKSxatIjVq1cLQltbWxuqqqr4+/tz9epV4uLiRNpUSkqKmJgYRowYQWtrK1u3biUjI4NXr17h5OTE0KFD8fT0JDU1lUGDBgnfs42NDZ6ennz69Ins7GwyMjKYMGGCuFUsWLBAOMe3bNnCyJEjsbW1FT3t6dOns3LlSuzt7enSpQufP39mxowZSEpKMmDAAEpKSjhw4AB6enqEh4fj5eWFpKQkcXFxyMjIsGbNGpSUlHBwcOD06dM8fvyYuLg4gcO0trbGz88PX19fysvLWbZsGdOmTWPu3LnY2toyZcoUDA0NxT68Q9MaGxvLhg0bGDhwIKmpqWRmZjJ06FAUFRWZO3cuY8aMYfDgwaSlpbF3714mTJjA7du3Wb9+PVJSUjQ3N+Pp6Ul1dTW5ubmiPjpu3DgGDBhAc3Oz+PGWk5MjMzMTJycn3Nzc6Nq1K05OTsjKyqKgoMCbN29Yv369MIZt376doKAgxo4dKwJMr1+/pk+fPowbN4779+/j7u7O+/fv+fjxI9HR0fTu3RtlZWXc3d0xMjKiqamJz58/09jYyIgRI6itreX8+fNCSNLxcuxgwKekpHD69GmGDh2KpaUlly5dwtPTkz9//gjfOkCvXr1YtGgRs2bN4sKFC/Ts2RMnJydu376NjY0NRkZGvHv3jpKSEtLS0vDz8+PWrVssXrxYTKW8vb25cuUKFy9eFDXL4uJiPn78yLRp07Czs2Pr1q1ERETg6uqKvLw8jx49QlJSkvLycm7fvo2qqiru7u5s3ryZ3bt3M2HCBCorK5GQkEBDQ4O2tjYkJSUFShTgxYsXdOvWjZ07dzJ37lwaGhrw8/MjLCyMa9eukZubi6amJj179qSpqUlYxhQVFQVJcdSoUcIy2DF92b9/P7W1tbS0tLBy5UpOnDghMLBycnIilDlw4EBmz57N69evUVNTQ1dXFwMDA3R0dNDQ0CAtLQ17e3u0tbUJCwsjMzMTFxcX9u7di6GhoZDU1NXV0bt3b44fP057ezsWFha8f/+emJgYYXy7evUqb968EWCjlpYWgoKCcHBwQEFBQbiw582bJ/CrHVmLSZMmMWTIELp06cLAgQNJTEykurqaO3fu8PnzZxYuXMiNGzeQl5dHQUGB0tJSXFxciIyMJCMjA19fXyIjI5k/f76Yfklu3bp1e1paGm1tbaipqXHz5k2srKyEOeX169e0tLQIo8r3799Zs2aNqJJIS0uzdu1arKysuHTpEuXl5bS2tgry0pkzZzh//rxIv44dO5aIiAicnJzw8PAgKiqKzMxMMSLQ1tamvr6eu3fvkpCQIEg3gwYNAiAiIgIbGxuuXr2KlpYWurq6XL9+HW9vb0JDQ7G3t6esrAwFBQVBt3JzcxOu2w0bNnDmzBl0dHQEFlJdXZ3U1FRyc3NZtWoVNTU1zJ8/nyNHjghJg5WVFSEhIYJ/3LHLVFJSYvv27eJh1NTUpLW1VXxwJSUlFBYWcuzYMbp06cL9+/dpa2tj4cKFor7i7OzM+/fvUVNT4+vXr2hqarJ582YGDRrEmTNnWLt2LcrKyoSHh/P792+0tLRYsWKFUBxOnz6dw4cPs2DBAo4cOcKqVavYt28fAwYMoFOnTuJFqKSkxIMHDxg9ejT19fXk5ubSr18/3N3d2b9/P2fPnsXX15cxY8aIMfSoUaMYMmQI/fr148yZM4LbHRERIbqFw4cPF7CZEydOMGvWLP7+/YuZmRkrVqxATk4ONTU1Xrx4wZo1azhx4gROTk6MGzcOT09PDAwM6NWrF9LS0oSEhDBhwgQMDQ0xMTERAbmOcFt5eTnz5s3j4cOHtLe3Iysry8+fP4WX+NKlS7S0tBAYGIibmxs5OTmiE3/27FmGDx/OoEGDuH37NsnJydTW1rJ7927k5eWRlJTE0dERZWVlDAwMxDPbMbLu0KBKSkoyfPhwdu3ahbu7Ozt37sTHx4fly5ezc+dO7t69KwxbP3784Pv372zYsIGrV6+KP0tzc7N4IaSnp3Pp0iWOHTtGTEyMCE4lJibS1tZGQkICJiYmnD9/nurqalRUVHj06BEyMjIoKSmJNPehQ4cE+jI/Px8pKSlevnyJtLQ0Fy9e5OfPn8ybNw9zc3MSExPp378/c+fOpbKykkOHDjF69Gjq6urQ0NCgoqICFxcXdu3aRXZ2tkjTd4zjVVVVKSsrIyUlhdraWl6/fs3379+pqqpCQ0OD27dvU1tbK1YHHajf0tJS9PX1CQsLE9pJKSkpcQjoCAV1TK46vPAnT56ksLBQrKxWrFjBtWvXqKiooKamBnd3dx4+fMj06dO5ceMGCQkJHDx4ECkpKRHUHDNmDNLS0hw/fpwRI0YIjGZubi7Pnj1j06ZNjB49mi9fvgh+uZKSEpaWlixfvhx5eXlKSkoYOXIkgYGBaGlpUVVVxeLFizl79qw4cMjJyfHo0SOePn0q1ImDBw/m6dOnVFRU4OXlxYkTJ7C3t6ewsJCGhgbGjh3LgQMHaGtr48iRI6SkpHDp0iWuXr2Ko6Oj8FpXV1fz+/dvFi9eTE5OjtiBT5s2jZMnT5KTk8ONGzcICQnBxcUFLS0toqKi+P79O+Hh4YwaNQo5OTnhjPf19RWAnUOHDvHr1y9CQ0MZOnSoqINaWVlx8uRJRo0aRUJCgsi8bN26lZaWFt68eSPWAgsWLGDJkiXs2rULS0tLDhw4wP3794XjoIPm1VHtnD59Og8fPiQ1NZXAwEBGjhxJTU0N27Zto2/fvsjKypKRkSHgKqGhoRgbG3Pr1i2Ki4uRk5Njw4YNjBkzhk2bNome9ZYtW3B2dmbPnj3Y2NgQGBhIZGQkv3//ZurUqWzdupWoqCiMjY3R19enoaGB06dPi0DkgwcPkJOTw9raGikpKZSUlMTU2dvbm7a2NoF2rqmpESCd6dOnY2pqyp8/f3jx4gU/f/7k58+fxMXFMXXqVGbNmsWRI0eQkJDA3Nycf/75hxUrVuDq6kpraytXrlzBzc2N5uZmbty4IYJ6MjIyPHz48H+2ro5aSkVFBefOnaNbt244Ojry9OlTmpub8fPz48qVK6iqqqKvr8/79+8FAzokJAR3d3caGxuRlZWlf//+wvyUl5dHQ0MDO3fupF+/fhQVFTFu3DhmzpzJnTt3ePLkiejvffjwQXBt1dXV0dbWxs/PT3SRv3z5wuXLl/Hz8+Pv37/07NkTa2tr7ty5w86dO2lsbERCQoLGxkYmTpxIS0sLcXFxBAUFMXLkSKytrdHS0qKhoYH58+fj6OiIkZERbW1teHt7s2XLFiZPnoyJiYmg+GRnZwu8Z4fYIyIigiFDhghiU4ei8/nz5zQ2NpKenk5xcTE1NTUC0K+vr09gYKAYqdbU1BAREcHLly9JTk6msLCQ2bNnC9pYdnY2c+bM4cGDB2K/0rEqsLW1JSsri6qqKgYNGoSrqys5OTlcu3aNS5cu0dDQIPZcDg4OZGZmcu7cOR4+fIiBgQFGRka0tLTw4cMHcnJyUFRUxMPDAwsLC2xtbWlubhYVqvr6etTU1PD39xe3nvnz56OhoSHS/ZaWlkIH9/DhQ4qKiujduzdeXl78/fuXefPmsWrVKgYOHEhjYyMZGRnExcVhbGxMcXExWVlZrFmzhpaWFkxNTWlqahKHxKSkJJEK7njJdUjn3759i6GhIUpKShw5coSePXuyZs0atm7dSnl5Odra2qJz2d7ezo4dO/D19aWlpYX8/HxMTExYtWoVv3//xs3NjejoaHr27MmgQYPw9vZm2bJlREdHCx65gYEBdXV1hIWF4eLiQmVlJVJSUgQGBgqM5du3b7l37x62trYMHjyY9PR0Ll++TFlZGTExMWRlZRESEoKenh56enqkpaUJ1K2joyPS0tKsXr2auro6qqur6dy5MxEREUJ6k56eztevX0UnvePmM2DAAKKiovj69StmZmY0NDSQlZWFsrIy6enp/Pfff0hKSvLr1y8ePXqEg4MDQ4YMwdDQkLS0NCQlJbl48SKKioo4OjrSt29ffHx8SEpKYseOHTx69IisrCz69u3LixcvaGxs5MSJE+LQbmdnx48fP3B0dKSmpgZTU1OUlZVpa2ujrKyMN2/eoKioiKKiIufOnaN///6YmpoyYMAA7OzssLa2JikpiaVLl3L16lXMzc0FDrJjqmFkZMSZM2eEdnXv3r3s2bNH/ED/+fNH/C7o6emxcOFCwW6wtLSkT58++Pv7o6ioKBj4jo6OHD16FD8/P+Li4vD396eqqgoPDw8kJSVJT08X6tLKykqhiu3SpQujRo2ipKSEXr16ERwczIIFC/4/yM+IESNYtGgR6urquLm5MWvWLCoqKpg4cSL+/v44OTmhqakp+O23b99m9uzZ6Onpcfz4cTp16sSKFSsEm7+jvqenp0ddXR2amprMnj2bQ4cOsX79emRlZTE2NubatWsUFxcTFRVFTk4OX758YfLkyWhpadHS0iIkSaWlpUJaVFZWRnp6ulC/Ll68WDgd1qxZg5ubm8ivzJkzhwMHDgAIlO3Nmzf5/v07UlJSmJmZERISgrOzMzdv3uTr169s3bqVBQsWiMlrR4q8tbWV9PR0NDU1MTMz486dO+Tn54sJSmZmJlVVVZiampKZmYmFhQV6enps27aNa9eu8fv3byZMmMD+/fv59OkTnTt3pqqqiqdPn6Kjo4OsrCxpaWnk5+fT2NjI/fv3OXPmDJ06dSIkJAQTExMsLCzQ19dHXV2dyMhI3r59i46ODk1NTVRUVKCnp4e+vj62trZISEhQVlYmGjJOTk5kZGSwadMm1q1bR//+/TEyMiI5OZmUlBQuX75MW1ubUBOnpKTw7t07CgsLWbFiBT169GDy5Mk8ffqUyspKWltb+fv3L/3796egoIC8vDycnZ0pLCzkz58//2uJmJmZbff39yc5ORkVFRWhuqusrOTatWsYGBiQlZXF+vXr2bp1K3Z2dvj7+zN16lRsbW05e/Ys/fv35+7du3Tr1k2cIDtCFQAjR44U9ihtbW2ePHnCly9f8PDwYMKECbS1tZGYmMjWrVt5+/YtHz9+pLi4WPwgtLe3s3v3bnr06MHDhw+5d+8e48aNQ11dnW/fvjF69GjOnDnDp0+f6Nu3Ly0tLYLL3dzczLBhw9izZ4/YE1ZUVGBoaChCFx39Sh0dHTZt2kRiYiI1NTWYmJigq6srgkJfvnxh5syZLF68GBcXFz5+/IiysrIg7Li5ubFx40ZaW1uRkZEhIyND7COsra0FRczOzo6rV6+yYMEC2tvbKSsro6SkBBkZGRwdHZk3bx42NjYkJSWJQ1JQUBD29vbCzysvL8+VK1c4deoUzs7O+Pj4UFxcjLe3t5DZx8fHc/78ec6cOUPnzp0ZOXIkU6ZM4d27d/Tv35/Fixfz5csXEW4bMGAAjx8/ZtGiRXz69AlLS0u+f//OqlWryM7O5tq1a3Tt2hVbW1syMzNFGOf8+fPCp11YWEheXp5Ige7du1f0OjvGjaamppSWlmJoaCjqYlJSUgQFBfHPP/+QlZUlDmTS0tJUV1fzzz//EBYWxq5du7CzsxPGtDt37mBiYkJ2djbNzc0oKCjQ3t6Oqakpx44dE6jS0aNHo6WlhY+PD62trUycOBE7OztcXFwICAgQPdOxY8fi4+ODlpYWXbt2JSIigvHjx/P8+XNu3rwpVgsnT57k9u3b/P37FxUVFTp16iRIVLq6uiKk1b9/f0aMGIG8vDyrVq3i8OHDBAcHo6enh7q6OqdPn8bExEQAWUpLS2ltbQXA2dmZmpoaRo0axZUrVzA1NRUynA4CXmlpKYmJiQwbNkzIQqZOnUp5eTl+fn64urpSU1NDVVUVTU1NXL9+ncePHwuMZnx8PAsWLKCwsJAuXbpQV1fHihUrePLkCcOHD+fAgQN0ZFw6wBiysrIcOXKEdevWkZaWhrGxsdAAFhQU8OnTJ7p16yakQRoaGkhISBAeHs7q1asxNjZGRkaGZ8+e0djYSHt7O+Xl5Vy4cIFDhw7R3t7Ov//+y9SpU6msrKRPnz68fPlSvGgjIyOJjY3F0NCQ1NRUzp07J/qwRkZG7N+/n2vXrgl5kJqaGv/99x+jRo0iNjZWNDFCQ0PR19dn+fLlHDt2jKioKAGw2bZtG21tbfTs2ZPKykrWrl0rnM+FhYXk5+dTV1dHWlqaSFQ3NTWJ2mHHD/2DBw8IDAxEVVWVS5cu8fnzZ2pra3F2dmb58uXcuHGD6Oho+vTpw82bNxk1ahQ+Pj48f/6cFStWCItcR/Xs7t27pKamIiMjQ1VVFdra2gCEhYUJfsXPnz8FvCg7O5vXr19z7tw5EhMTSUxMZMGCBVhaWvLgwQPS0tJwd3cnLi6O9PR0pk6dytq1a0W+pbS0lAULFrBu3ToGDhyIhoaG6PFv27YNExMTbG1t+fbtG42NjYwcOZK2tjYOHDjAwoUL0dLSYu7cuYwePZq0tDS2b98uULGVlZUsXbqUmpoadHR0iIyMpFu3bqSlpTF+/Hgh7WhpaaG2tpYRI0YwcuRIjh8/joGBAVZWVqirq+Pp6UlaWhpHjhzh3LlztLa2iopZYmKioCxaWFiI5kq/fv3Iz8+nZ8+eFBQUiHedlpYWSUlJGBkZoaamxokTJ6ioqEBRUZH6+no+ffqEnZ0d06ZN4+/fv8TGxhIcHMytW7eora0VRsTa2lo6d+7M6tWrxepozpw5hIeHs2nTJkFX67h8NDY2Ul9fz7Fjx3BxcRH1v3fv3mFoaEhpaSkKCgpIbty4cfuvX7/Izc1l//79PHr0iKFDh+Ls7MyyZcsYNmwYSkpKPHz4kCVLllBTU4Onp6cYmb19+5ZBgwYRFxfHtm3bUFVVFYSgKVOm8OrVK1RVVQkPDxcpuQ8fPlBZWUmvXr3EF+fjx49s27aNmJgYAgICuH37tkhJpqenM3nyZD59+iSQkaNHjyY6OprKykocHByIj49HX1+fqVOncv/+faqrqzEyMuLChQs4Ojoyd+5cYTdqb2/H0dGRtLQ0UlJSGDlypBjv5ObmUlJSgr+/P2fPnmXgwIHo6+vj5+fHtm3bxENoaGjIvn37+PTpE7169RL1sI7e5LNnzxg+fDjW1tZMnz6doqIioqOjefjwIXV1daJ0v3TpUt69e8e5c+eoqqqiU6dOWFpaEhAQwMSJE5k+fTrBwcHcuHGD2NhYnJ2diY+PF7fz8vJy3NzcmDFjBrdv3+b3798C76mpqcmnT59QVVXFx8eHzMxMcnJykJaW5u3bt3Tv3p3Dhw+jq6vLvXv3kJGRYf369RgaGuLk5ERubi7jxo3DwsKChoYGoZN0dnYWVDl1dXW+f/+Ouro6Bw4cIDs7G2NjY1xcXEhKSmLixIn4+vpib2+PkZERbm5ulJeXC8PV2rVrhZv39OnTSEtLs2/fPnFICwoK4v3798jIyBAeHs6RI0eEVL7j1jdjxgwMDAywsbHhzp079OzZk+XLl7N8+XJSU1MpLCzk8+fPBAUFMXPmTCG4+Pz5M6GhoQwcOFCwnw8cOMCIESOExGTAgAEYGxvz/ft3goODSU5O5uvXr+zdu5eWlhaeP3/O1KlT6dy5M0ePHiUhIUFU+DoUjA8ePKC6uppv375RUFCAm5sbBQUFZGZmio55fX09VVVV2NraoqmpSa9evbhw4YJ44bS1taGiokJQUBBmZma8evVKqC9//vzJoEGDRDK+qKhIGMxkZWU5ceIEiYmJrF27Vqy2nJycBGCnAwO8fv164uPjmTBhArNmzRKTJVtbW/Ly8lizZg3Pnz9HQkKCoUOHsmPHDiIjI7Gzs8PR0ZEBAwYQGRnJ5MmTUVFRISIiQjAV6uvr8fDwEJMePz8/jh07xr///ouOjg4SEhJMmTKF6Oho6urqaG1tFWS8nJwciouLqaioEOHYGzdu4OHhwZcvX1i6dCmZmZlCnRgZGYmjoyMNDQ1ISkri5eVFly5dKCsrQ1NTU/Tn5eTk2LVrF6Wlpaxfv57S0lK6du1K165dycvLE4HXU6dOYWlpSXBwMH379mXfvn2iLzt37lxev35NWloaTU1N3Lx5k0mTJhEREcH8+fOF89nV1VUEm/r3709AQADLly+noKBAGAE7MNDZ2dns2LEDY2Nj+vXrR3t7O1VVVQwYMIBBgwbx7Nkzbty4gYWFBcbGxkhKSv4PW/l/80Tp6enY2NhgaGiIhoYG0dHRzJo1i/b2djw9PYXoR0JCgidPnoiXUMe/t7a2Fp35+Ph4amtrkZWVxdPTE319fWxsbAgODqa6upq6ujqeP3/O9+/f8fHx4cCBA5w8eZIbN26wZs0ajhw5wpQpU1BXV0dRUZFr166xatUqNm/eLHI7ZWVlvH79GhMTEywtLWltbeXatWvo6+sTERHB5s2bCQwM5MqVK1haWqKmpkZlZaVIsxcUFLBo0SK8vb1pb29nxYoVXLlyRTzfHZkWHx8fLl++zK1bt9i9ezfDhw8nMzOTjIwMbt26JVaOHeyKoqIiDA0Nefr0KcuXLyc5OZlZs2axZMkSfH19mT17NklJSdTX1yMtLU1UVJQICzY0NCAvL4+0tDQ7d+4UNd2xY8eSkpJCXFwcADo6OkhJSdHY2Mj27dtxcnIiMTGRX79+iYpeU1MTbm5uPH78GMnAwMDtS5cuZdKkSfj7+4s+m7KysjB4aWhoYGBgwL1793j37p0A5F+6dEn8UOro6ODh4SFuBPr6+uTl5VFeXs7evXu5evWqUOp1UIr09PRQUlKivr6etWvXMnXqVCZNmiQOD+/fv2fSpEnY2dnx9OlTli1bhomJCYGBgXTt2pXm5mbq6+sFS7gj9fj792+BjDQyMmL+/PnixPXs2TMUFBRQVlYmJiaGkydPoqenh7a2ttjXxsXF8ePHD8rLy0lJSSEzM5Ps7Gw2b97MmjVr6NmzJ7169UJBQYFt27aJ9GgHzCElJYWlS5diYmLCx48f+eeff8RDNmTIEE6dOkVdXR11dXWoqKjg5+dHTk4OR48epbW1FXt7e5SUlFi0aBF3797FxMSEb9++kZubi7a2NtOnT8fc3BxjY2M6d+5MbGws5eXlNDY28vr1a9H766hL2Nvbo6Kiwp49e1i2bBnt7e08fPiQtrY2+vbty/Dhw7GwsGD9+vUAAvKRlpZGQkIC/fv3Z8uWLfTo0YMJEyZw69YtCgsL0dXV5dmzZyxZsgRdXV2OHz9OXV0dGzduFP/PevToAYChoSH37t1jwoQJqKurM3LkSIqKilBRUeHly5cCFHDp0iXc3NyIjIwkKysLdXV1sWvq6PKWlJRgZWVFfX09TU1NmJqa8uHDBwoLC7l27RohISE8f/4cb29vdu7cKTy0ixcvJi0tDQcHB75+/crVq1dJSkrC2NiY0aNHc//+fQ4ePMjz5885evQo6urqWFtbi+bDpk2bOHv2rKgZdnS4vby8CAgIQFVVlXv37qGiokJeXh6HDh1i7969yMjIoKWlRUlJCZcvX+a///4TqF9HR0cePHhAQ0ODsCOlpKSwZMkSkTDtwNx++PABBQUFsrOzxfPR0Wn+f4E4HZmRM2fOUF1djZmZGTIyMgQFBTFu3DjBE6+uriYtLY2AgACamppISEhg4MCBaGtrs2nTJjIzMwkPD6eiogJTU1OSk5PZu3cvv379YuLEiZSUlLBlyxa6devG48ePiYyMZMSIETx48AB7e3sSExMxMDCgoaGBTp068fLlS7FTP3jwIKWlpcyaNYs1a9bg7u6Ojo4OgYGBKCoqEhMTg5GREbm5uXz//p3evXvz8+dPNmzYwOnTp1m4cCEKCgqkpqYyc+ZMwsPDiYiIwMXFBVtbW+Li4pg9ezaBgYGsXLmSixcvcvXqVe7evUtxcTHnzp0TN6azZ89SUlLCtGnTSElJITg4mM2bN1NeXo6ampp4aZ47d4579+6Ji0dCQoIApujo6LB+/Xrs7e05dOgQR44coaioiK5du9KvXz/q6uoEvMfNzY1169YRGxvLjx8/hOugvb2dQYMGiQNUh6Hq2LFj9OvXj927d4tcxapVq8jIyKCoqIjNmzezbNkyNDU1ycvLo7W1lY8fP2Jvby8MWyYmJvj4+Ai06aJFixg7dixPnz7FxcVF8DcsLS3Fpc3R0ZG/f/8SFRUlUKcdZDQrKyuWLl2KpqYm3t7evHz5Ei8vLxITE5GVleXHjx+MGzcOGRkZ1NTURJhQW1ubhQsXMmjQIMH20NfXx9ramqysLL5+/Yq5uTljxozBwMCAtrY27t+/z6pVq1i4cCFZWVlUVlaiqfl/qDrvsJ73///f2nt3tJeUlkKDSpSIIlEyso5x7HUQx848fIxzDjnmMZNdhBSSWUmpVFqaRNJQaZd+f3yvntf1+88/XK53vV+v5/PxuN9vNy1u3LjB7du3UVVVFZXRuXPnisniu3fvcHFxYcWKFZSXl+Pm5kZ3dzeHDh3i5MmTxMTEYGBgwPTp00lMTBRq3+/fv3P8+HHGjBkjzHWhoaFMmTIFWVlZ3r59y7Rp07h06RKampqoqKgwZMgQ3r59KzIWnZ2dZGdn8+M4h0aVAAAgAElEQVTHDzIyMpg6dSpv377FwcGBqKgoFi5ciLOzM8bGxpiYmDB79myam5uRlJTk9u3bQkSSkJAgsNbl5eVIeXh4hKmoqFBYWMirV6/EfH/UqFEiudu7n7148SJbt24lIyODEydOUFRUREBAAPv27UNXV5fo6Ghu375NXV0dXV1d3L9/n9bWVrKzs7G2tqa1tZWYmBimTZtGbW0toaGhyMjI8PDhQzIyMnj//j1ycnKCsd3c3ExAQAClpaWMHj2aQ4cOYWBgIFjA5eXlHD9+nI6ODmbNmkV5eTmqqqoEBweTnJyMlpYWzs7OlJWV4ezsjIGBATo6Ohw7doxHjx7h7e1NRkYGsbGxKCkp8fbtW27dukVBQQGLFi0SpyUzMzPc3NxYvXq1OEWdOnUKWVlZfvnlF0xNTfnvv/+or68X1CF7e3u6u7uRlZXl9u3bArTRO9oODg4mNzdXwBLevXtH3759KS8vJyoqiiVLlrB27VoUFBTYs2ePOMycPHmStWvXsmPHDhYvXoyXlxcPHz7E0NCQvn37UllZyR9//EFhYSFTp07l1atXwm6mr69PfHw8MTExrF+/XuywHz16xI0bN2htbaW+vp67d++yc+dOcnJyMDU15enTp/j6+rJ8+XLs7OwEc9fFxUWMXXsT3U5OTuzcuZOioiLWr19PcHAwOjo65Ofn4+joKPznHz58QEtLi8jISEJCQigsLGTfvn3s379f+I2lpKS4ffs2hw4doqWlhY6ODoYPH/7/ATh6d4hmZmY0NTWxYsUKGhsbUVBQ4J9//hHVvbi4ODERefnyJSoqKsyePZtFixbR1dXFzZs3mTNnDi0tLTx69Ihjx46Rn5+PtrY2rq6ulJaW0tHRwYIFCwRzv6Kigl27dvHixQuOHz9ORkYGioqKLF26lBUrViAnJ4elpSW1tbWsW7cOT09PYcHT09PjyJEjwrQ2fPhw0tPTycvLE8YnAwMDQaR7+PAh2tra7NixQ5ClAHGrbWpqYvDgwfj6+hIUFMSGDRt49OgR+fn5YpwYGBjI3r17hV1p6dKlogWyePFiMc7Pzc1lxIgR7Ny5k7lz5+Li4kJZWRm6urqsXr0ad3d3xowZg4+PD5aWlkKNuWXLFszNzZkyZQr19fWYmJiQlpaGjIwMf/31F0VFRXz58gU3Nzdmz56Nvr4+JiYmzJ8/n7Nnz+Lq6irql4aGhmzZsoU+ffqQlZVFbW0teXl5bNiwgTt37pCVlSVG/Y8ePQLgxIkTtLS0oKenx+zZs8nMzOT9+/fs2LGDgoICTExMBJp0/fr1SElJ8euvv7Jp0yZ0dHTQ1NRk6tSp/PXXX+zduxdbW1sCAgJIS0vDxsZGjKadnZ15+fIljY2NPHz4EHl5efLy8nB3d2f79u20trayefNmFBUVKS0tpb6+nkuXLmFvb8/jx4+F1zs0NJRhw4ahr68vsiEfPnygs7MTU1NTsrOzSUlJYfLkycTFxQnpzvr164V9ytbWVtwG09LS2L9/P7W1tYSEhODk5MTw4cNxdnbGz8+PhQsXUlFRwbVr18SKrG/fvrx7905w+tXV1dHU1OTMmTPs27cPFxcXTExMuHfvHjk5OSxfvpyDBw/S1NREc3Mzly9fFg6BXm59r1wjKCiI//3vf+zYsYPY2FgOHjyIl5cXO3fuxMbGhvfv35OZmYmysjIGBgasWrWKR48eUVlZiZKSkqjCDh06lIULFzJz5kxkZWUJCQnB0tKSbdu2kZ+fj4WFBQsWLMDV1ZXbt28zf/585s2bJ5Lvenp6yMvLExQUxOXLl9HQ0CAsLIyfP3+Kic+4ceNob2/n7Nmz6OvrCxqeiYkJdXV1bN68GTMzM9LT04XRcMSIEWLCZmVlJaQrL168wNvbm9raWs6cOUNZWRkREREoKysTFBREQUEBJSUlZGRkCFzupk2b+PHjBwcPHhQiEGdnZ7Zv3863b984fPjw//mwr1y5Eta7+y0qKuK///4jNDRUjMV1dXVxcnLi+vXrLFy4EBMTE5FsDggIYPv27Tx58kTsJC5fvsy2bds4fPgw7e3tgkYjISFBYWEh06dP59OnTzx//py4uDhcXFxITU1l2bJlfPjwgT///BMLCwuhRIuKiuLs2bM8e/aM/fv3U1FRwdmzZ5k9ezadnZ1YW1uzcOFC8vPzefbsGceOHeP169ecP3+epqYmli5dSv/+/fHx8WH9+vViHOjh4cHLly9pampCRUWFr1+/0tXVJaoGb968YdSoUfj6+tLV1UV+fj6LFi3C3NycHz9+0NHRwdSpU+nq6uL79+/s2bOHc+fOsWfPHpKTk7l79y4WFhZMnjyZqVOnkp2dTWNjI8uWLUNKSkoEIjZs2ICCggKSkpLiAWxsbIyrqyvbtm3D0dGRnTt3kp+fLzjmfn5+DB06FAsLC1asWIGRkREKCgr88ccf7N69m7/++gsXFxeio6OJiIjg69evYtwsLy8voDi9Sk9ZWVnCw8PR0dHBwMCApqYm9u7dy+jRo0lKSkJOTo7NmzezfPly9u7di4aGBkOHDuX169fIycmJWoWCggJJSUkEBASI/Z69vT0rV67ExMSEAQMGMHr0aHFzHzx4ME1NTaxcuZK4uDgqKioYOnQo48eP59u3b2RmZpKdnc27d+9YtWoVly9fxsDAgMGDB6Onp4eMjAz+/v5s2LABKysrEXrZtWsX3759E7ICdXV1GhsbKS8vJz8/nzFjxmBpaYmhoSENDQ1kZ2dTVVWFqakpdnZ2REdHIycnJ2AyvTpKNzc3cnJyyMvLQ1tbm6FDh4pbaEdHByoqKgQFBXHo0CHRMZ4zZw5btmxh3759oqpoZmbGzZs38fPzQ0lJifz8fFJTUwUb3NXVFSkpKWRkZCgtLSUiIoKRI0dy8+ZNAbQYNmwYf/31FzIyMlhbW3P37l3a29uJjY3l/fv3FBQUoKysTGFhIStXruSff/4hKSmJW7du8c8//6Cvr8/bt295+PChWOts3LgReXl5hg4dKqqLZWVlPHv2TEgiysvL2bhxIyUlJbx9+5bY2Fj8/f2RkJAgOjqa+vp6Pn36JFoj69atIycnBycnJ9auXYuuri4nTpwgLi6Offv2MX78eCZNmsTs2bMFjWrVqlW4u7uLB39RURETJ07E1taWDRs2UFVVRd++fZGRkRH88Y6ODrZu3Yqvry9xcXGYmppy7Ngx9PT0qK6uxtraWpjbSktL0dDQICQkhBs3brB+/XpCQ0NZv34969atY+/evTQ1NVFeXk5paSmJiYnU19djaGiIiooKffv2xdHRkcrKSsrLy5kxY4aQjPQGEh8/fszFixfx8PDg9evX6Onp0dDQwPLly5GXl+d///sfa9asQUNDg5iYGJKTk0VwTl5envDwcHx8fOjo6CAxMVHgUnt3/WpqaiQnJzN48GD+++8/5s6dy9KlS9mwYQNFRUWkp6dz48YN2traMDIyIigoiNWrV3P27FkBrklJSaG9vV2kngcOHCgsab1sgri4OAYMGMD169dJTEzkyZMnjBw5Unji7e3tiYyMpKGhgePHjzN69Gh+/vwpFL1BQUGUlZWRnJwsDl5btmzB19eXiooKdHV1MTEx4du3b6SlpaGtrY2uri5z5swhJSUFc3Nzjh07xtmzZ9HT0+P48ePIysqK5s+hQ4e4du0aX79+FU73lpYW5OTkiImJwdbWFmVlZV6+fMnu3buFaa/X6qikpMSsWbP48eOHsMvt3r0bWVlZLCwsCA8Px8nJSfD+NTQ0UFVVJSoqCgMDA8aOHUt6ejoNDQ2kpaWRkJAgDhsTJ07Ezs6OtLQ0Dh06hJOTE+PGjePPP/8kISFB/F96LyJycnKMHDmSI0eOcPjwYSorK8U0Y8aMGSQmJiKVkJAQ9vfff1NdXU1RUREfPnzA2dmZOXPmMGrUKPEBVFRUiCpEr0HF2NiYQYMG0dPTg6SkJFVVVdy8eRNPT09xW7506RIWFhZ0dXVx4cIFPDw8+PbtG7NmzWLDhg1s2LCB7u5ufv31V7Zs2UK/fv14//49FRUVfP36Vex09uzZI9i/veE1KysrsdAfPny4eDn0/p1e1+vkyZMZMGCAADAMGDCAlJQUTE1NuXbtGqampkyYMIEPHz4II5Cqqir79u3j7du3Atyybds24uLisLS0FECW3gBFfn4+EydOpKKiAh8fH1RUVMTNxtbWFllZWUxMTIiJiaGxsREHBweio6O5ePEiOjo6VFdXs3XrVjIzM1FRUSEnJ4fg4GBGjBhBR0cHHz584NWrV3R1dXHlyhUWLVpETk4Oy5YtIz4+nnHjxuHn54e3tzd1dXWoq6tz6tQpJk6ciIWFBaqqqhw6dIjHjx+LEn6vlabXgd7Ld379+jVaWlrExsby8uVLQZLrPdX2BuE6Ojp49+4d1tbWnD9/nqqqKhYvXoy6ujqenp709PQAYG9vj5qaGhEREcyYMYP4+HgcHByorKxERkaGBw8eCANSLxe7uLhYiAS2bdvG9evXqampESuD2tpaFBUVOXfuHAcPHmTQoEE8fPgQZWVl7t27h7a2Nvb29mhpaZGSkkJCQgJSUlIcP36cK1euUFNTI0btL168oKWlhaVLlzJixAhCQkL48uWLSCj36dOH4OBgsWcbPXo0r169wt/fn+XLl4sv2cePH4mPj0dLS4uLFy+ip6fHhAkTiImJIS0tDXl5eWpqaggPD2fDhg38/PmTc+fO8ezZM5ycnJg8ebIgYuXn5yMjI0NBQQGWlpb0798fR0dH5s6dy++//05lZSV//vmn2P+lp6eTlJRETEwMMTExmJqakpGRwdy5c5k2bRqjR48WdrKioiIBE5KVlWXIkCH4+PhgYmKCgYEBp0+fFjRDY2NjNDQ0ePnyJd3d3cyaNYvW1lZkZGSQlZUVN40rV66IF3FbWxsbN26ksLAQKysrkpKSsLW1FQz4iIgIcnNzBZqy93ek9+V2+PBhbt26xYMHD4TFzcTEBCkpKWbPno2FhYWAc7i6uvL333+LsWpBQYHA8Y4bNw5VVVW2bduGn58fVVVVYhqRnp5OZmYmLS0tWFlZUV5ezrBhwyguLmb27NksXryYQ4cOERAQwJ49e7h48SIjRozA1dWV1NRUTp8+TWpqKiNHjmT48OGkpqbS3NyMubk5ERERjB07losXL4ruvI6ODqmpqaxcuZJPnz4Jg19paSlWVlb8+eefImjZW2d6+vQpixcvRk1NDX9/f7E33r59O/369ROu8qNHjxIfH8/Lly+xs7NjypQpaGpq4uLiwuTJk0lOTsbb25uNGzeKqdbcuXMpLy9HTk6Omzdv0q9fP5FI72VqeHp6YmVlJSaCUlJSaGlpoaGhweHDh7G2tubixYuMHDmScePGER8fz4wZM3B0dERSUhI5OTlBjRs/fjyhoaG4urqya9cu9PX1KSoq4uDBgyxbtgw1NTWGDx9OYWEhkyZN4uXLl5SUlFBSUoK5uTlz5syhsLAQMzMzqqursbOzY9y4cSgrKzN58mRWrVpFnz590NXVxcjICC0tLZqbm2lsbCQsLAxZWVmMjIyorq7G0NAQU1NTKisrqaioQE9Pj7S0NKHB/fjxI5MnT+bEiRP8+++/ODs7c/DgQUpKSggODubTp0/07dtXKEz19PTIz89HSkoKgF9//RUjIyMKCgqora1l7969bN++natXr+Lv709hYSHe3t5ildcbHNTV1aWlpQUJCQlevHhBTU0NsbGx+Pj4YG9vz/fv35H6559/ws6fP8+lS5dYtmwZixcv5smTJyxatIj9+/eTkpIigA6RkZHY2dkhKyuLmZkZJSUltLS0sH79euLj4xk0aBCampqcOHFC1CAePHggVHP5+fls376d7u5uwsLCuHPnDpqamrx8+ZI5c+bw9OlToqOjUVJSwsbGBjk5Oezt7Tly5AinT58WNjFpaWlycnL48OEDlZWVfPnyRXCvc3NzkZaWpry8HGtra1avXo2amhrGxsaidvL48WPc3d358uWLQDS2t7eLXd/jx48F0L2jo4MLFy6wZ88eBg8ezLdv3zhy5Ah6enqCJT1q1CgSEhKQlZVlxowZjBkzhnnz5jF8+HC0tLTIycnhv//+Izo6msrKSqHJc3NzIzc3Fz8/PwoLCzE1NeXEiROoqqqKUUxmZqYIwrx79048gD9//izCC73j0KSkJFJSUlizZg15eXksXboUXV1d9u3bh7GxsegMmpqaip1hRkYGffv2JSAggMLCQq5cuSICHc7OzuzduxcvLy+ysrLYunUrV69eRU9PTyRge7uooaGhVFdXi+DI8ePH+fTpk3h5jxo1CllZWcaOHcucOXNEpaZ3z1pXV0dOTg5ycnJUVVUxZMgQ3N3dUVZWZsaMGXh7e+Pm5oaamhpTpkwRkhgNDQ0yMjLo06cP9fX1pKWloaioSE9PD3369BEYVAcHB8zNzYmOjiY4OFgcGl+9eoWSkhIJCQmUlZWxZcsWTp06RWNjI2fOnOH06dM4OztjbW3N9+/fOX/+PPX19Xh5eXH58mXc3d3Jz8/H19eXpqYmMjIyiImJ4c6dO8THx2NmZoa8vDzp6eloaWlhamoqQmsRERH09PTg6enJxIkTsbKyoqmpSQSshg0bRnd3N+fPn2f+/PnU1tbi5+fH0qVL2bdvH5aWlhQVFeHr68vIkSNJS0vj/v37LFmyBENDQ37+/ImWlhaNjY0MHz4cb29vzp8/z4oVKwRIZPr06aSmpvLgwQP27dvH0qVLOXz4MFu2bEFPT48xY8aI9LOZmRnPnz/n9evXPHjwgIqKCnx9ffHx8aGrq4sjR46wcOFC3NzcRO6lF13a0dHBkiVLOH36NLt372bMmDHU1tYKprqamprAtBoZGREWFkZ8fDxOTk5ijLp161akpaXZsmUL9+/f5/v37/Tp04cpU6YIW+CGDRu4d+8eubm5fP36FW9vbxITEzl79iyLFi0SFEV7e3uGDx+Ovr4+27dv5/79+7i6ugrEb2hoKOPHj0dJSYnNmzezYMECVq1ahaGhoVgFeHl5kZGRQUlJCT9+/OD8+fNMmzZN6FN7aXH3799nx44dXL58GXl5eUEh69UwmpiY8Pz5c2bOnMm7d+/Q0NDg3LlzuLi4YGtry4ULF8jKymL58uXs3LmTuro64ZDOy8tDR0dH3AJ7WyAaGhp0dnYyYsQIZs6ciZWVFXZ2dmzZsoX29nZaW1uJiopi+PDh5OfnM3LkSH7//XeB24yKiqK+vp63b9/S2trK1atXBRSpVwfcq81VUVHBz8+PGTNmIC8vj4SEhMgRKCkpERQURE1NjUB9hoWFUVBQICh0veAZe3t7njx5Ql1dHVVVVQwbNozr168jISEhwmPXrl2jra2NwMBAAX3qtfMpKChw6tQpRo0aRU5ODjIyMly7do3Q0FACAwM5d+4c69evp7q6mnfv3iEtLS2aR2vWrOF///ufqMJ++fKF4OBg0tPTkZOTIykpiX/++Qdzc3O6u7vR19cnJiaGkpISVFRUsLe3p6ioCB8fH378+MGXL1/Iy8vDwMAAQ0NDcXibMmUKWVlZ1NTUkJiYyNKlS0lNTaWsrAwTExMCAwPZuXOnmDCuXLlSvGMbGxuRKigoCNu1axdVVVWUlZUJsfzo0aPZvHkzc+fOpaOjg/T0dFRVVTE1NSUkJIStW7fi7e3NxYsXWbZsGSUlJXh7e5Ofn09VVRUSEhJifNDa2kpycjKurq48e/aMLVu2sGnTJgCuXr3K+fPnefr0qZBu5OTk8ObNG37+/Imenh7v3r0jNjYWW1tb8vPzmT59Ou7u7jx48IDMzEz8/PwoLy8nMjKSoUOHil80KSkpxowZw+nTpzEzM2PDhg1Mnz6d8ePHk5eXh52dHQMHDiQ6OpoRI0ZQVVXFhw8fyMzMxM3NDR0dHaZNm8bQoUN59+6dCGp4eXnx999/8/vvvxMbG8uLFy8ICQlBV1cXBQUFAgMDsbGxEYCOz58/o6CggL+/P5s2bSIoKIixY8cKgbu9vT1ycnLCzZufn4+kpCTTpk2joKCAffv2oaenJ3bYvRSgGTNmUFBQgLq6OhUVFYKQc/fuXVxcXHBwcOD+/fuiizhmzBiUlZU5c+YMffr0YcyYMXz8+BEnJyfu3bsngDRaWlqMHTtWBMk0NDSoq6ujtbUVPz8/6uvryczMRF9fXzxwVVRUUFJSYvHixUK1193dja6uLnJyckRGRopQVL9+/YQnt6GhgYaGBhwcHHBxccHX1xc1NTXq6uqws7PDw8ODL1++iIfWhg0bSE1NpaOjg7Fjx2JsbIydnR3jx4/n8OHDjB8/nrS0NLKzswkLCyMsLIwBAwbQ1NQkfj+lpaVFxzYhIQFvb28x8r179y4vX75k5cqVZGVl4eHhQVhYGP369SMqKoozZ87w119/iRR1r1p02LBh7Nmzh4MHD6Kuri7GqaWlpbS2tmJkZISJiYmA78yfP5/w8HAWLFhAUVGRuOmoq6szcuRIvn//zsiRIykvLycwMBAnJyeOHj3KqVOnSE9Pp7CwEEtLS1JTU4XJ7MyZM7S3t7N48WL2798vvgO6urqsWbMGW1tbEZhUUVGhoaGBffv2iYeBh4cHO3fupLCwEBsbG3Jycli4cCFDhgzByMiIQ4cOMWvWLBwdHRkwYAB5eXnMmTOHY8eOceDAAdzc3PDy8hIrEDk5OVRVVYmJieH79+/U1taydu1aBg4cyOrVq9HQ0KCtrY07d+6gpqYmsJS9HmENDQ3y8vJQVVXF09MTPT09hg0bRnh4uNDftre3c+/ePWJjY0XQ89u3b7x9+5awsDBOnDhBa2srQ4YMoby8XFDu5s+fz6BBgzh69CilpaX8+eefbNy4kdzcXPT19Tl58iQfPnzA3d2dR48eUVRUhLq6upjEjBs3jq9fv4rQ0PPnz7l//z6ZmZmcO3cObW1t4UdOT09n0KBBmJiYiO+vkpISMTExLFy4kAkTJtC3b18hI1JRUWHv3r0MGTKEzZs3U11djaurK3p6eiLP0tXVRU9PD6NGjaKsrAxra2siIyP5/v07ysrKDBo0iLy8PPT19ZGSkqKgoID29naOHTuGt7c3mpqafPv2jaqqKhwcHJg1axabN29my5YtDB48mCdPntDd3S3WjqWlpUybNg1ZWVnk5eVZsWIFffr0wcHBAT09PTEWX7JkCTU1Nfz+++9kZGSI/fTt27eRkJAgJiaGkydPEhgYKDIbU6ZMwdPTU1zWVFVV6erqorm5mcmTJ4t+dlNTE05OToLBn5KSgouLC69fv0ZZWRl/f3927NiBoqIiSkpK9OnTBx8fH2pra+nXrx85OTl8/fqVuLg4vL29uXLlCg4ODiK/Y2lpKRpFSUlJTJgwgXPnziEjI4O5uTmtra2cO3eOsrIyYmNjuXr1Kra2trS2trJw4UI6OzvJyMhg/vz5rFmzhr1794qK38yZM+no6KCrq4usrCzmzJmDqqoqL1684OLFixgZGSEpKcmjR48wMjISLIlv374JzoibmxtSZ8+eDevtnvV+wfr37y+6oDt37uTYsWPMnTuXHz9+UFxcTG1tLb/88gvFxcVYW1szceJEIbg/fPgw8+fPR01Njba2NgwMDGhoaGDz5s08efIEExMT/vnnH/Ly8nB1dRVJ4Tt37vDbb7+hoKDArFmzcHJyYvHixZw7d46NGzeSlZWFnZ0dxcXFqKioUFJSgrKyMgEBAdTU1HD69GlWrlzJ48ePUVBQIDw8nO3bt1NRUcGgQYOYPXu26DXOmzeP6OhoVqxYwcWLFxk4cCAeHh48f/6coqIixowZIwIgjo6O7NixAxsbGzZt2sSLFy/4/v07kpKSFBYWkpGRITjo2trapKamMnv2bFRUVHjw4IEYi1+6dAkJCQmOHz+Ourq6oA8NGjSIjRs38vTpU4qKipCQkBDjqN66UE9PD7m5uSKgVF5eTp8+fWhtbWX+/PmoqKgwZcoUQkNDkZCQQEFBgZs3bwrdnr+/P0eOHBEyi7q6Ojw9PdmzZw/q6uoYGhqK28vOnTsF0/j69et4enoKGlfvOCktLU0cJnoTpLa2thw6dIjs7GxOnz7N8OHDBSSmo6MDPz8/QkNDSUpKYuzYsaxZs4Z///2X48ePExkZya5duwRX+saNG2hoaNDe3k53dze1tbWih9y7HzU0NOTx48cCSdlb5+s9IMXFxXHhwgVxY9u+fTtRUVHMmjWLxsZGOjo6qKqqQklJicTERBwdHbly5YpwXPfu7pqbm1FRUaGmpoYTJ07g7u5OZ2cnX79+5ePHj4SHh6OtrU1GRgbt7e0iLCgpKUllZSVNTU3itllbW8vHjx/58OGDwJQGBARga2vLvHnzROL6+vXrWFpaEh4eTllZGbm5udTV1VFfX09kZCShoaHU1NSwc+dOFBUV2bRpk2g0VFZWoqOjw/r168VkRklJCUdHRxYsWEBycjLXr1+nqKiI0aNHk5iYiJycHM3NzXz+/Jn79++jpaXFgwcPcHZ2Jjk5meTkZGRkZFiwYAFhYWEYGRlx48YNFi9eTFFRkRA+ODs7c+/ePWRkZESV6r///qOgoIDMzEzs7e1JTk4WuM7y8nLy8vL4448/SExMxNnZmXHjxpGUlISzszMuLi4cOHBA9FuzsrL4+PEjZ8+e5eHDhwQGBrJjxw5mzpxJT08PWlpa2Nra0t3djaqqqlB09gp3eilTveTAjIwM1NTUqK+vF7eirq4uGhoaePPmjfAZTJgwQeg2586dy+HDh4Wid9CgQQJSY2xszL///surV6+Ey93GxkbsL8+ePStY7OHh4Tx+/Ji1a9fy9OlTlixZwvz581m7di2bN2/Gx8eHgoICJk+ezL59+xg5ciQdHR1iGuTi4sKnT5+Qk5PDx8eHw4cPs3z5crZu3UpycjK//vqraPAYGxuzfPlyjh49yvz583nz5g3BwYrcnGUAACAASURBVMEAqKurCzGOtbU1nZ2dorUwZ84cgRkdNGgQ7e3t+Pr6snXrVrKzs0lNTRUj5JCQEKZNm4aNjQ0JCQmCgDZ+/Hhqa2sFye7Jkyds2rQJR0dHpKSkxEF+/Pjx9OnTB319fZYuXcq9e/fEi6ujowNVVVUmTZpEc3Mzt27dwsbGBltbW7S1tdHU1GTPnj18/PgRS0tLUWkrLy8nNzeXyspKUlJSmDp1qngu19XVERYWxosXL5g6daoAyPz777/iBl5dXc379+/p7u4WZMHa2lqqqqpYsmQJEyZMIDAwkODgYD5//oykpCR//PEH9+/fFxzy58+fc/ToUUaNGoWCggKdnZ2MHj1aHDKLi4s5cOAAJiYmXLx4kc2bNxMaGsrJkydFOLU3hGtkZITU0KFDw3rTlbNmzSIpKYmjR48yY8YMbt26hbGxMZqampw8eRIlJSXGjh1LUlISw4YNY+3atcTFxREbG4uCggKampro6uoyatQoXF1d6ejoEF7iU6dOMWXKFNrb2wkNDUVZWVnwvd++fUtcXBxJSUkcPHiQb9++YW5uTv/+/dHR0cHR0ZF169ZRUVFBZmamOFGeOnWKrKwsMed/8+YNpaWlWFhYEBQUhKysLN7e3hgbG5OamiooPUlJSQQFBeHk5MSzZ8/w9PTk1q1b4mHc2NiIpKQkwcHBfP/+HWNjY5qbm7l48SKjR4/m27dvlJSUCBBKfX09ixYtIjAwkHnz5qGkpISuri4GBgZMmzYNS0tLGhsbycnJobW1lZ8/f2JhYUG/fv148OABoaGhTJgwgdOnT/PlyxemT5/OhAkT+Pz5M9euXaOoqIiZM2fy5MkTcnJySE1NFSe3mpoaysvLyc7Opn///rx8+ZIBAwYgJSXF169f+fnzJ2/evCEoKAh1dXXR+42Pj2fhwoWiLzhs2DDRCe3Tpw+vX7/ml19+QVpaGhsbG2pqarhy5QrW1tY4OjoSExODubk5lZWVzJw5k127drFq1Srs7Oz4+++/6ezsFP1yGRkZNmzYIIQCkyZNYs+ePQLDOWvWLP73v/+xfft2Ghoa+PXXX8nOziY/P5+srCxxWlZWVsbMzIy4uDjmzZtHTU2N6PMXFxdTUlKCl5cX06dP59SpU4wfP56fP3+ycuVKIRXpRfz5+vqKNU+vh7mkpISOjg527tzJvHnzOHDgAMOHD2fNmjUUFBSwdOlSJCQkxLogKiqKHTt2YGlpSZ8+fbhw4QKVlZVERETw+PFjfHx82L9/PxoaGkhISDBo0CCGDRvGgQMHGDlyJEZGRuTm5gIQHx/PlClTmDVrFoMHDyYgIIDg4GBsbW0xNzfH39+fefPm0dLSgqysLI8ePWLs2LGUlJRgYGDA2rVrGTNmDE+ePKGjo4OJEycSERGBj48PwcHBvH79moKCAtTU1Bg5cqQ46f/3339kZWVx/fp1Nm3axJw5c/j58yf79+/HwcGBkJAQLCwsxI6+Vyzj4OBAdXU1TU1NFBcXs2zZMr58+SIeUs+fPwfA2tqaI0eO0L9/f9rb2/H09BSAiH79+jFx4kTRh1+wYAEaGho8efKE3377jfDwcPz9/fH19aWurg5dXV3GjRtHdHQ0Dg4OPH78mCVLltDT04OSkhKXL1/G0dGRiooKsUJavnw5NTU1SEtLExUVxcmTJ0lJSWHo0KHExcWRl5dHWVkZL1++ZPbs2bi7u9PV1cW6det4+/YtVlZWpKamsm7dOpYsWcLHjx/Jz8/n8ePH7N69m46ODmpra0V9qaenh3HjxhEUFERaWhqBgYGsW7cOdXV1Ojs7OXXqlFCh7tixQ7gXdHR0aGlpEdMeeXl5oqKi8PPzE7c2VVVVenp6iIuLQ1VVlaVLl3Lu3DlGjBjBwIEDRY3WyMgIBwcHGhsbxR50x44dhIeHc+XKFZqamvDz8+P27duEhYWRl5dHVlYW79+/x8DAQPA0jh07RmdnJwUFBYSFhTFq1ChsbW1pamoiOzsbKSkpXr9+jY2NDQMGDODo0aN8+vSJ/v37i/VbTU0N9+/fx87OjubmZuzt7bGzsxNsgZCQEBwdHVmzZg1mZmb069ePFy9ekJiYyJUrVzA2NqampgZHR0diY2Nxd3fn0qVLeHl5UVZWxs6dO2lsbMTKyorTp0+Tk5ODrq4udnZ26OnpUVdXh5+fH4qKijx58uT/w0r3HjoAPn36xOvXr3F0dERJSYkxY8ZQVFQkDgYPHz5k8uTJpKSk4OfnR3JyMhMmTKCyspLi4mJUVVVZsmQJI0eOZN++fSIZ/vPnT9auXcvnz5/Jz8/n0aNHJCYm0rdvX5ycnAgPD2fHjh3o6uri4eFBQUEB1tbWLF68mLVr1wox0sGDB2lra0Nq+/btYbKysgwcOBA1NTUMDAxoa2tDTk4OQ0ND9PT00NTUREZGhpCQEOLj4xkzZgxfvnxh9+7d7NmzB2lpaSorK5k4cSLd3d3CLd3W1oa+vj4/f/4kNDSU7u5umpubGTRoEBoaGhw6dEgEl44dO4asrKzA41lbW/Pq1StOnTqFoaEhfn5+uLq6IikpSUlJCaWlpejo6DB06FAcHBxQUVFBXl4eY2NjsWfo6urCzc2NyspKpKWlKSkpEbrAoqIitmzZIkZ3Tk5OfP/+nba2NhQUFMjOzubevXvcvXsXLS0tJCUlkZSUJDMzk66uLhYuXEhNTQ3q6upMmDABVVVVFBQUiI2NRVpamhcvXuDn58eLFy/IzMyksrJSWIR6enpIS0ujs7OTq1evEh0djZubG0VFRSQnJzNv3jzevXsn3LdmZma0tLSQm5uLnZ0dPj4+mJqa4uLiwtOnT/H09OT+/ft8+/ZN1Nh6u+b+/v7cunVLPJQdHR05efIkzs7OIm07cOBABg0aJGp9QUFBmJubExcXx8CBA1FVVRUVusLCQvLz81FVVeXWrVtMnDiR5ORkMXnYvXs3jY2NPHjwgM7OTpqbm0lPTxcVnoiICIyMjBg8eDAhISHk5OTw7t07hg0bhqysLJqamhw6dIiqqirB4+3p6SExMZFnz56RnJxM3759aWhoICUlhefPn4tT/dSpU1mzZo0IhDx//py7d+9ib2+Pl5cXGzduFHvlkSNHEhERgb+/PwoKCsTFxfHmzRt++eUXjI2NiYqKoq6ujrS0NHbt2kVWVhbv3r3jy5cvpKWl4e3tLVYRlpaWrFmzhuDgYIGa7H1oDh8+HBkZGUaNGiVezr3pZQcHB/r06cOzZ8+wsrIiLy+PkpISuru7ef/+PTY2Nty6dYuAgAAuXrxIbm4u169fZ+TIkUyePJnExEQMDQ2pr68XuzAPDw/evn1LQ0MD7u7u9OnTh+rqamxsbKioqMDDw4NXr16hra3NpEmTxMPG1NSUqKgo7ty5w9q1a6mrqyM/P59v376RmprK5cuXaWxsxNramk+fPiEjI4OtrS2dnZ1ISkry5csXbt++zblz53B2dubNmze4u7sTGRmJpKQkd+/eZcyYMVy/fh1VVVWcnZ2FY1lTU1NQ9IqLi1mxYgVnzpwhMzMTDw8PPn36REJCAr///jtRUVGoqqoiJydH//79qa+v5969e+I50NrayoABAxg8eDA+Pj60tLTw7ds3mpqaxFRHT09PZAuKioo4fvw49+7dIykpCU9PT3Gb6aUgxsTEMGTIEFG/s7e3JyMjg/3793Po0CFhkevo6KCuro6goCBmzpyJn58fOjo6lJWVsWDBAiwsLHB3d8fU1BQlJSVevXqFtLS0qAPKysryzz//oKqqSkVFhYA83bt3D3Nzc758+cLPnz8pLCxEVlaWlJQUqqurKSwspKioSPirtbS0xAEgKyuLDx8+MGXKFKKjozE0NKSuro4RI0bw/ft3cnNzMTU1xd7envz8fGJiYhgwYAB9+/bFxsZGHNZ7ZTQPHz5EQ0MDLy8vHB0daW9vR1ZWluvXr+Pv788vv/yCsrIyBQUFuLq6cvToUTo6OrCzs6O9vZ2ysjIsLCzQ0dGhpqaG5ORk9u3bR1tbG7m5uTx9+pSamhqsrKywt7fn/v37mJiYkJycjLKyMoMHD2bo0KGUl5ezZ88e1q9fz6hRo8QkcerUqQIhevnyZWJiYmhpaSE+Pl7UK7W1tYVCety4cWLf3d7ezm+//UZPTw9eXl5oa2uzbNkyTE1NefDgAa9fv0ZTUxNFRUUcHR0pKCigra0NZWVldu7ciYqKipgaycvLY2VlhZeXF2vWrKGpqYlTp06xaNEiUlNT6ezspLOzEzs7O+zs7KiqquLFixccOXKE7u5uBg0ahJmZGQoKCjQ0NAD8n+9g+fLlYWVlZaSkpPD+/XuePn0qJA1PnjzByMiIzs5OwQXuFbL3jrF79Xu9t+Reakzfvn1JSEgQqd+HDx/i4ODAlStXqK+vx8rKik2bNlFeXo6ysjILFiygs7OT7du3Y2FhgZycHLGxsfz6668sXbqU0NBQfH190dTUpK2tja9fvxIYGEhkZCR5eXmoqamJD7oXWbpgwQIkJCR4+PAhLi4uWFlZMWfOHCZPnkxxcTFOTk6cP3+eiIgIgUj866+/aGhooF+/fiL80Htrmjp1KsOGDUNKSkrsNHo//N6HTW1tLYsWLaK6uhp5eXl0dXW5ceMGPj4+Yme/dOlSYWFSUFBgx44d5OXlYWpqyqtXr0hMTMTT01NUmJYsWSJcxzNnzqSoqIhHjx7x7NkzFBUVBVyjlwevr69PZmYmT548YdCgQdjZ2VFZWSkOV2pqaoSHhzNp0iR0dHTw8PAQzvD8/HxOnDhBQkICDx484NmzZ2Kf3adPHy5fvszu3buFtL20tJQNGzaQlJTE5cuXGTFihLgJtLS0oK2tzahRo+jXr5+g+zQ0NGBnZ8fu3bvR0tLi58+fzJs3jwcPHlBZWUlubi4bN25kz549JCQkUFxcjJKSEqtXrwZAR0eH3bt3o6ioiI+PD3Jycmhra6Ompsbz588FqW3cuHHs2LGDtWvX4uLiQkNDA4cPHxYneFNTUywsLMjOzuaXX35h+vTpwks7f/58rly5IpLzwcHBuLq64uzszMyZM7lz5474gh45coSsrCxsbGzYvXs3f/zxh1DG2tnZkZ6ejq2trQiTSUhIkJWVRWJiIqWlpezevRtpaWnOnz/PrVu3OHjwIAcOHCA0NJTRo0fj6ekJwObNm9m7dy/9+vXD0NCQzMxMtm3bhoyMDK9fvyYuLg5/f3+0tbUZN24cixYt4tixY4L3vnr1auTk5IQUYdOmTWhpaVFeXk5lZSUuLi5cv35dmKIeP35MaWkpy5cvx8/PDxcXFzEqdnNzw9ramufPnxMcHExkZCSrVq2iX79+wlo3YMAARowYga2tLdeuXcPW1hYpKSn09fUZMGAAYWFhNDY2kpubS1dXF9u2bSMlJQUPDw+mTJnC3Llzxc2m9yGdnp4uWADXr18XWsgLFy6IalB1dTVlZWWcPXsWZWVlkpOT0dHRoaCggMbGRpH0fvjwIU1NTTx69AhpaWkWLFjApk2b2LdvnwjCOTs7o66uTnd3NxkZGQwePFgAcsrLyxkzZgzNzc2UlZXh5ubGjx8/GDJkCBs3bhQWwzNnzjB06FD+/vtvYX2ytLTkwYMHqKqq8vr1a3Jycli5ciXZ2dkEBwczefJkysvLqampQU1NTbw0Fi9ezJcvX4S0wt3dHV1dXTIyMjh//jzx8fEoKyuTmZnJxo0bsbCwQF1dnePHj3Pjxg0WLFjAkydPmDhxItu3b0dBQYGmpia2bdtGdHQ0bW1t7N69m1WrVtHS0oKmpiZDhgwRL7Tw8HAGDBhAQEAAUlJSWFlZoaioSFlZGYmJiXR3dxMZGSn63MXFxULMoq2tja2tLfHx8TQ1NbFu3To0NTUJDw/H3NxcHN6bm5txdnbm5s2baGhoiD97eXmxfPlyWlpamDZtGsXFxRQVFYnU+Y8fP9i+fTsxMTGUlZWRkJDA8uXLUVBQYMiQIbS3t/PgwQOKi4vx9/cnOTmZ5uZmjh8/TlRUFEZGRri5uREVFUV5eTlv3rxBUVGRW7ducePGDdatW8f3799paGhAV1eXIUOGEBcXR1NTE9euXSM1NRU3NzdaWlqQkZHh1atXvHv3jnv37hEZGYmNjQ2mpqasW7eOJ0+esHDhQpKTk3n9+jXFxcVMnDiRzMxMDhw4QFlZGVu3bhUSpSVLljB06FCkgoKCwmpra5GSkkJWVpYHDx5QU1PDmzdvsLGxEUKLGzduYGVlhZWVFTdv3sTNzY1Dhw6hp6fHo0ePGD58OGpqavj6+jJr1iwuXLiAg4MD//77rwh4DRgwgPT0dCIiIrhx4wbPnz8nLS0NTU1NSktLsba2FuShsrIyfvvtNyIjI9HS0sLGxobGxkays7PJy8vj7NmzonJUU1NDv379+P3339m9ezc2Njbo6Ojw6dMndu/ezbVr1zh58iRfv37FyspKPGR6E9O9so5eNq2xsTGHDx/m119/FeliNTU1Fi5cSH19PUeOHEFHRwdfX1+MjY3JyMjA3Nyc2NhYHBwcMDAwIDExkcGDB/P582dOnDjBtGnT8PDwIDAwUBiC9PT0mDFjBuPHj+f79+/o6+uTm5vLlClTUFBQwMHBgXXr1qGvr8/YsWP5448/qKysJDIyEl1dXSZOnIihoSEPHz5k0qRJZGdns3btWrGva2tr49mzZwLUkJ6ezocPH/Dy8qKjo4OgoCCGDx/O33//jbu7O2vWrCE1NRUrKyumTZtG//798ff3JyIigk2bNlFTU8PBgweRlJQUY+SamhokJSVRUlISNJ6amhrRGBg9ejSSkpK0trbSt29f/Pz8mDlzJsXFxRw6dIjg4GBevHjBwoULcXV1RVpamsDAQMLDwzl16hReXl7Iy8vj4OAgbjFycnKCP+3h4cHEiRMFyGLs2LEcOHAALS0tZs6cSUBAAObm5ri5uaGnp0dhYSHGxsZCdBIfH09gYCCvXr0iNTWVTZs2CSBERUUFPT09JCQkoKioSHNzMwkJCbi7u2NgYICMjAwlJSWEhIRgbm6Onp4eBw4cYPTo0cTHx2Nubs779+/FSiYtLY1Bgwaxbds2UYOsra0lMDCQ/Px8Dh06hKysLAsXLuTLly+8fPmSSZMmUVhYKEQH1tbWGBsbk5OTw+bNm4mJiRGM8+zsbObOnStUhIqKihgZGREZGcnAgQPx9vamtLSUjx8/smbNGt68ecPBgwdpbm6moKAADw8PLl26JIKQvVWbzs5OsrKyGDx4MGZmZgwZMgQ3NzeOHDmCuro6NTU1Qr3Y+9KfMmUK/v7+DBgwAHV1dYKCgsjIyBAShbdv3wpRTG9l6uLFi0RERAj+cnR0ND9//hQ+cn9/fyoqKsjOzubYsWMitOnj4yPUoWVlZQQFBfHy5Utu3LghLH5NTU28fv0ae3t7IiIimDZtGubm5nh5efHs2TOOHDnC48ePCQkJYerUqbx//57Fixfz4cMHJCQkBHRo165dxMbGYmlpydWrV3Fzc+Pp06doaGhgZmZGd3c3x48fx93dnTNnzojKWEdHB9LS0kIU1PsCTExMJCUlRRjhnJycqKio4MiRI0LQ0dbWxv79+6murubs2bOsWbOGGTNmcPToUSorKwkJCaGtrY3169cjKSlJe3s7KSkpoh3R0tIiPONxcXEoKiqyfPly1q5di52dHceOHWP16tV0dHTw48cPRowYQU5ODoqKitTV1XHz5k2CgoL48OED3t7eFBYW0tTUJPre586dQ1lZGU9PTyQkJHBzcyM6OhpTU1PB8O/NNK1btw4TExNOnDjB6NGjcXNz49atWwKtamZmhp+fn1Dppqeno66ujqurK5s2bWLNmjWMGDGCmJgYXFxcyMvLw9zcHFVVVQIDA/nrr7/Q0tLi8+fPfPr0CV9fXy5cuMCGDRtQVFTE1taW2tpaBg4cyC+//MK///4r3OyXL1/m4MGDaGhoCBBPWloaixcvpqSkBAkJCQoKCtDT06OgoICrV68ybtw4xo8fT3t7uxCG9DaHevf90dHRZGZmMm3aNCIjI/n8+bNwS2RlZaGiosLBgweprKwUGlVXV1cOHz4snBt79+7l27dvSBw9erSntbUVExMTmpqaUFdX5/79+7x584bPnz9TV1fHrFmzxPxeUVFRqMZ65eBv3rxBT0+P7u5uOjo6yM3NxdzcnLdv3wrowJAhQ2hubhZIRnV1dQEP6devn/Cy9vqVLS0tqaqqoq6uDhsbGwC6urqQlpYmLy+P6upqBg8eTGdnJ7m5uUhISDBs2DDy8vKQlpYWlKDeuHxSUhLe3t5MmTKFkpISVFVVhW2s998ePXo0UVFRJCUl8fnzZ5YtWyYCCPb29oSEhPDjxw/Gjh1LQkICLS0teHp6cv78eezt7UlISODUqVOsXr1a7PCfPHmCnJwcWVlZKCgo4OvrS2xsLD9+/OD9+/fo6urS1tZG3759UVBQQF9fXyhK5eXlUVJSEi+n4cOHIy0tTWlpKbq6ugQEBNDV1SVu+8+ePUNOTo6oqChkZGREUrmtrQ1jY2PGjx+PkZERra2t3L17FxkZGdasWcPQoUN59eoVP3/+xNjYmNOnT/P582eio6NZtGgRLi4uopObk5MjqGW6urp0d3ejoqKCu7s7T58+pW/fvhgbGwsQSXZ2NtOmTSMtLY0rV66Ih8emTZuQlpYWNLze8AWAnJwcv/32G+Xl5QAYGhqKm3VVVRVSUlKMHTtW4CiXL19OZWWlMI7dvHlT9Ki1tLQEBtfOzo7z58+jrq6Or68vra2tpKenY2ZmhpWVFTk5ObS0tPDp0ycMDAyoq6tDQUFBjG8bGhrQ1tZm9OjRDB48mPfv3xMbG4u+vj5aWlr079+fr1+/oq6uzsqVKykqKhIjvvz8fAoKCvDy8mLcuHGMHDmSlJQULCwsiImJoa2tDRcXFxobGwW7uaKiQvzsenp6SE9P5+3bt1hYWIhbWv/+/fny5QsBAQGUlZUJoIOJiQkBAQF8/PgROTk53r17R21tLbGxsWRlZTFv3jxMTU1FLgSgs7OTb9++0dXVJUAhHz9+RFFREQsLC37+/ImUlBRNTU3Cid7LmO6VfqiqqvLx40eamppYsGAB4eHhrFu3DoBbt27h6elJe3s7cXFxzJgxAxcXF549e8aYMWOYP38+bm5uODg4IC8vz/fv38XP29TUlE+fPmFhYYG2tjaDBw/m48eP5OXlMWTIEGJjY+np6eHjx4/MnDkTaWlpqqqqhDXsxIkTfPjwAXV1ddra2tDU1OTp06e8fftWsAEAIiIimDlzphBMXLp0CW9vb54/f46Ojg56enq8fv0aRUVFJk2ahKKiIjo6OjQ0NFBdXU1ISAifPn0SVLTewNCjR4+E5KKyspI7d+7Q3NxMfn4+AQEBAv38/7j6z6gur/WNFp5U6b1JB0GaNFGKggUUBXshBtEYu4mJ+o9JLImxxm7UrW5771ERRSISpSgioKB0kN57R3o5H/b7W+M9h48OHQ7a86x139c156xZs2hubiYhIQFXV1fGjRtHQkICampqpKWl8dVXX6GiooKUlBQGBga0tbXR3d0tNJj5+fl8+PCB4uJiEhMTGTVqFFVVVXR2djI0NERdXR1Lly6lvr6ecePGUVZWRnp6Os7OziQkJDB//ny6u7sFp8DNzY0vX74QEBBAY2Mjvb291NXV4eDgIIKOtra2NDU1kZWVRVpaGn5+fmRlZRETE4OtrS0DAwPIyMgIHWhgYCDS0tIkJiayceNGwR6QkZEhIyMDKSkpHj16xNKlS8nPzxfJ8OLiYnJzc3n9+jVTp07F399fMAAaGxt5/PgxFhYWovPf0tLC+/fvKSwsxNLSUtQkX79+jYeHByoqKuL2vXPnTtzd3RkcHMTc3BwHBwfs7e25d++eOExJRtOSpHxYWBjLli3j33//ZXBwkPLycmbOnImnp6fIbsyaNYu9e/eirq6Ol5cX2dnZeHh44OLiAiDY5RL4WGVlJUFBQcjJydHQ0EB1dTVubm6UlpbS1taG1ND/j26Rn5+PtbU1s2bN4tmzZ3h7ezN58mT6+voYHBxEQ0NDvGDMzMwICgri48eP1NbWUl1dzY4dO9i7dy8GBgbCBytZ4kuUjsOHD+f169doa2tTWFiIrKwsCQkJWFlZCW6snZ0d8+fPFw9NiTZTRkaGtrY2SkpK0NbWRkdHB19fX3p6evjw4YNI/X758gVZWVkeP37M9OnTWblyJUlJSfT19aGvr8+tW7ewtbVFTk6O7OxsRowYQXR0NIODg3R1daGgoMDAwACamprk5uYSEhLCu3fvsLW15dWrVyxYsED8ucQbXFxcjLGxMR8/fhQPZckNTsIr3759u6icWFhY0NvbS2hoKC9evGDz5s3Y2tqipqbGxYsX+fTpE4ODg9TX11NaWsrPP/8sxqpSUlLk5+ejq6srvNpSUlKEhYWhr6+PlJQU06ZNo7OzU8gP3r9/T05ODh0dHZSWlqKhocG4ceOQlpbmxx9/JCEhgYqKCnR0dJCXl+fPP/8U/Ux5eXmKi4vFAayiooJRo0YxYsQILly4wJkzZxgYGODFixcCxXn8+HFyc3NxdnYmPj4eAEdHRwoKCkhJScHX1xcpKSlaW1v5/fffGTNmjEhPOzo6Cvi9lpYWnz9/RkdHR7ywS0pKcHJy4sKFC1y7dg1zc3OysrIoLS3F3d2dpqYm7OzsqKyspK2tDWNjY169esW0adMEanX06NE0NDRw7Ngxrl69yt69e3FycqKiokJ4wBMSEtDV1UVaWlrs4/Pz8wkMDERTUxN3d3eUlJSQlZXFzs6OI0eOICUlBYCqqionT56kqqqKzMxM7t27JypiBgYGQrnn6OjIxYsXMTMzQ1FRkfLycqqrq4mIiGBgYICmpiZCQkJQVFTEzMyMhoYG3r59K7jx/v7+lJSU4OnpSUJCApWVlTQ1NaGvkNJ4nAAAIABJREFUr4+Ghgbr16/H2NhY3LQBDhw4gKenJ/r6+tjb25OSkoKUlBTNzc00NDRgZ2fHv//+K1jbysrK5OXl4enpibm5OWPHjuXGjRtISUmJ3/eGhgYKCgp4//69uI1ZWFhQWVkpPMA6OjoChCQ5xAcGBmJpacm6deuEnKGjowMdHR1u3rzJpk2bRFDu06dP/N///Z+46ZeVlQlIkQRJ7OvrK6pgkiDg06dP+fvvv7G2tkZGRobGxkY2bdokKpAqKiqUlpYK1aIE2KSqqsrVq1extLQkLi6OlStXijGvnp4eHh4e4mBcV1dHUVERnp6eWFlZCd+8rKwsJSUlaGhoiHDtlStXGBwcRFFRkcHBQcaNG0dLS4sQ87x9+1ZMmsaMGcP9+/dRUFCgu7ubkSNHIiMjw5o1a4iLixMv4aSkJJ48eUJLSwu2trYAfPjwASMjI+H87ujowMLCAnl5eaSkpNDQ0ODVq1dkZWWRn5/P6dOncXNzEwx4NTU1BgcHiYuLY9u2beLwbWNjIxSSo0aNIjs7W1R2PT09qa+vZ/HixaxduxZjY2M+f/5MXV0dGhoaSElJoaamxk8//YS5ubl43p4+fZqioiJiY2MBRP89MTERDw8PBgcHhSRkYGCAkJAQTp48Kcb7zs7OtLe309bWhra2NrKysigpKaGtrU1+fj5ycnLcunWLUaNGMTQ0REFBgahYmZmZCZUnIEx4WVlZuLi40NLSIi59+fn5uLm54enpSWFhIf/++y87d+7k4sWLSHJgkqrzjBkzCA0NpaKigvz8fAwMDMQFV+Jo7+rqQlFRkSdPnqCrq0tvby++vr48ffoUU1NThg0bxsuXLwkKCqKoqOh/K6XAwMBd4eHh4nbm4uKCgoIC69ev5/3797S1tTF+/HgMDQ3Jy8sTWsALFy4IAfqnT594+PAh2tra3Lt3j5cvX9Lc3My5c+ewsLDgw4cPlJWV0dfXh4+PDz4+PvT39yMlJcW7d++YNm0aZWVlzJw5k8+fP/PVV1+hp6cnXh4dHR3s3r2br7/+mqGhIUpLS+no6OD9+/eipzx69GjWrVuHpaUlCQkJ3Lx5kwkTJnDx4kU8PDxISUlhy5YtODo6snfvXubPny+IST/99BNpaWmsX78eACUlJQYHB/Hx8cHZ2RlTU1N+/fVXASKQPAgkyrO8vDyam5u5d+8eO3fu5MGDBzx48ICOjg727dvH5cuXaW1tZfbs2cTGxtLa2sr333/P4sWLGTt2LBs2bCAiIoLPnz8Lpae+vj7t7e2cPHmSrq4uMQJdsWIF2dnZ9PX1idGNBMLw5csXnj59SmlpKRERETQ3NyMjIyOIUZ6enmRlZbF7925UVVVJSUlh8+bNzJkzR5y4r1y5gq2tLYWFhWhra9PT00NcXBx79+6lurqas2fPUlJSwtOnT1FUVGT79u0cP36cxMREwfY+efIkLi4uHDlyBBcXFy5duiRACcXFxSxduhQnJye2bNkinNpubm50d3eTkZHBjBkzmDt3rsB72tnZUVJSQk9Pj+h1f/jwQXSRJRXBwsJC8TCRhPmePn1KTk4Oly5dQl9fn6lTp3Lq1Cna2tpQV1cnNzdXOH0NDAxobm4mNzeXgoICbty4gYGBAdOnTxfhqOnTp6OpqUlRURFKSkosXbqU3bt3ExQURE9PD+rq6ri7u5OSkkJcXByXL18W/97Dw4OkpCROnDjBy5cvBUdeWVkZaWlp9u3bJ0QkX3/9NX/88Qc9PT1MmDABHx8fJkyYwOPHj9myZQuTJk1CU1NTwEZycnKwsLBgxYoVXLp0iZSUFM6dO8fixYs5fvw4U6ZMobm5GQMDA/Ly8tDT02Pjxo1oa2uzb98+IiMj6ezspKamBk9PT4yNjZk/fz5JSUmsX7+eXbt2YWZmxtDQEJWVlVy4cIGXL18SHBzM69evMTc3p6mpSRCkNDQ0+PLlCw4ODpSVlbFx40bU1dUFyvOvv/7C0tISR0dHMc4cM2YMBQUFPHz4kIGBAbZs2YKZmRnFxcXMnTuXpKQkampqcHBwoLq6GldXV5YsWYK5uTltbW3U1tYSGxuLtra2kGRs376diIgIvL29hSTH1NSU3bt3c+nSJdrb29m2bRvTpk1j2bJlFBUVCQPcqFGjxN6xra1N8Pi/fPlCTk4O9fX1eHp6cufOHTEZGBwcpKSkhPXr1xMREUFDQwP19fWMHz+esrIy+vv7mTJlChoaGuIw4+HhIca42dnZQhPq4OCAra0txcXFfPPNN5SVlXHkyBGuXr2KkZERX758Ef3yhIQE2tvbkZWV5datWzx//pzU1FRiY2Opr6/nzz//pKamhrlz57J7927+/vtvIZq4fPkyqqqqIqzX0NDAL7/8wowZM4QHQkZGRqz/3r17h52dHUVFRcjKylJVVcWyZctITk5m69atIpxZWlrK2rVrmTBhAq9fv2b79u20trZSVFSEj4+PgClVVFSwf/9+njx5IppId+7cwcnJCRUVFWRkZNi7dy/79+/H2tqaixcvsnPnTmJiYvD39+fZs2eEhYWxevVqjh49yurVqykvL+fevXsMDQ3xzz//4OPjI5gbAJaWlgQFBQl5lJWVlYBf+fr68unTJ2prazE3N8fU1BRtbW22bdtGWFgYXV1dPHr0CE9PT86ePUtbWxv37t1DTk6O+Ph4tm/fzv3794mLi+PChQuoqKgIIFJNTY1o0ygoKBAdHY2SkhLz589n9uzZ1NfXY21tzadPnwRWt6mpCXl5eeLj45FZtWrVLg0NDZSVlYmMjBTJub/++ksU9vv6+ggICCAiIoLRo0eTm5vL4OAg0dHRzJs3Dzk5OR4+fMj58+dZsGABJiYm4tb34sULbty4QVhYGOvWreP58+coKipy5swZPD09SU1N5cOHDzQ0NJCamoqHhwcHDx7E29ubQ4cOYWhoSHl5uagYrVq1SjB3s7OzRVryypUrnDp1io8fP4p+aEREBPPnz6eoqAhzc3MePnzIuXPnWLJkCS0tLfT29pKbm8vhw4fx8/Ojv7+fa9eu0dPTw+PHj/H39+ft27eoqalRUVGBt7c3nz59EvhCZ2dnnJycSEhI4N27d2zYsIGzZ8+iqqrKnj17iIqKorm5ma6uLjo6Ovjw4QMjRoygra2NoqIibt68yebNmwkJCaGrq4tff/2VJ0+ecPv2bUpKSnB0dKS0tFQcUgoKCqitreXBgwei3/nLL7+Qn58vlI1+fn4cOHCAyMhIIU738vKirKyM5cuXC0NRdHQ0K1asEGG8DRs24OzsjKysLIWFhYwYMYK3b9/i6elJQEAAT548Yd++fZSXl+Pk5ISvry8yMjKsXr2ad+/eMW/ePIKDg2lvb8ff358pU6awYcMGMjMzMTQ0FLv9kpIS3N3defDgAdHR0YwYMYKWlhY0NDQEKjM4OJjMzEw8PDyIj48X/5+9vT26urrs37+fDRs2cOrUKSIjI3nx4gV//PGH8K6/evUKBwcH8T1uamri8OHDZGZmUldXh5aWFgsXLqSiooKWlhaOHDkixm4JCQkkJyejoaHBrl27UFVVFQxkCaBly5Yt4mYgeWhIS0tz/fp11NXV+fDhAwcPHuT9+/f4+flRV1dHWVmZyG3k5uayZ88esfIICQlh9+7d/PXXX4SHhyMlJYWHhweHDx+moKCA3Nxcjh8/zqdPn1iwYAEHDx4UnPW9e/diZmaGv78/ISEhHD16FC8vLy5fvszGjRvp7u4mICCARYsWcfbsWUpLS7G2tubvv/8mJSWFefPmUVZWhoKCAurq6ixYsIBt27YRGRnJjh07GDt2LLKysty+fZv9+/fz5csXXr58KXrakjrdhQsXkJGRobe3l0uXLgkj0YULF1BQUODu3bukpKSQm5tLU1OTyFMEBARgYmLCxYsXsbKyAiAoKAhpaWnKysqoqKhgYGCAW7duMWnSJMFjlvy5m5sbjY2NzJgxAxcXF9FrlzybBgcHGTZsGJqampSUlLB582ays7MJDg7m77//5ocffhDhs/LyckaPHs3Hjx+ZOXMmycnJHDhwgPnz56OoqEhERAS9vb0UFhYSHR3NyZMnOX/+PF5eXtjb2zN//nwCAgKYPXs2SkpKBAUFcfToUb755hsuXLjAgQMH8PDw4MKFC3h5eTFy5EgR3uzu7kZOTk6EaDdu3EhfXx/Tp0/n+fPnzJgxg8jISCGReffuHQ8fPmTVqlV8/fXXnD59msDAQB49ekRiYiJz585ly5Yt7Nq1CwcHB/z9/Rk+fDhv3ryho6MDFRUVXr16xeTJk6mvrxd8BYA//viD8+fPMzAwgImJCYsWLaKkpISamhrxjNbT0xNozaysLCwtLSkqKmLNmjX09/cL1v3Lly85cOAAISEhVFRUCLrYuXPnmDZtGllZWQL9unHjRjIzM9HR0eHChQtERUXx/v17Vq1axaZNm3j+/DlycnKUlJTQ1NREU1MTb9++JSAggMrKSnp7e8WL859//kFdXZ2ioiLRw5ewIdasWYONjQ15eXlYWFiIz83R0ZGYmBh++OEH/P39KSsrIykpierqauzt7QkJCWHMmDH8888/LF++HCMjI4EllhySjIyMePDgAZGRkZiamqKvr09kZKSYFhUWFlJVVYW8vDwLFizg2rVroimlpKREcHAwo0aNoqSkhClTpmBhYYGysjLt7e0YGxsj9eeffw4pKCigpaVFf38/BgYGxMbGUlRUhKmpKUlJSYwcOZIZM2awaNEigoODAZg7dy5v377F2dmZiooK6urqBFBCU1OToaEhFi5cyL59+3B3d0dWVpbVq1czfPhwHj58SElJCWFhYZSVlbFw4ULc3d2FLtPCwoL379/j6OhIVFQUioqKbNiwgWfPnlFWVkZKSgpaWlqMHTsWfX19ysvLaWlpQV5enpqaGkG4GTNmDImJiQwNDeHu7i5czZJxkWQ0P23aNN69e4eqqip79+5l5syZPH/+nF27dtHX18f169dpaGggMDCQiooKOjo6KCsr482bN5iZmYm1gYTRXVpaioGBAcrKyrx584b09HRRz5gyZQr6+vrcv3+fWbNmib1HcXGxGINoa2tz5MgRPnz4gKenJ4mJifzyyy8ClKCsrExHRwfLly+nvb2djo4OxowZI3Caku9dQ0MDdXV1AmCjq6vLhAkTyMnJISYmhuDgYBYvXoyuri5JSUlYWVmRlJRETEwMhYWF2Nvbk5qaSmNjI6WlpQQGBqKhoYGVlZVAwUpGUY2NjaIbLkmU//e//+Xjx4+MGTOG2bNnc/nyZbq7u0lLSxMv6YyMDLS1tfntt98oLi6mtbWVsWPHoqOjg5KSEp8/f0ZWVpaOjg5aW1uFC11NTQ0NDQ3a29tZt24d7u7uYnT4888/8+DBAyoqKli8eDHS0tK0tLTQ3NzMixcvOH/+vLAzPXnyRDyIJCPTjIwMurq66O/vF8nRS5cuERgYiJaWFvLy8vzxxx/8888/PH/+XCBeL1y4IA6k3333HSkpKXz8+JHu7m5aWlqIiIjA2NiYWbNmMXPmTOTl5cnMzOTDhw8UFRXx888/c/r0aWEya2lpITMzk4kTJ9LU1IS1tTVv3rzB3d2dT58+sWzZMsGFrqurw8jIiPDwcGpqaggNDRXI19LSUl6/fo2Wlha3b99m69atLFy4EICmpia0tLREslaymtLW1mbr1q309/eTnp7O/v37MTY2pqGhgcjISHFonjt3LkpKSrS2thIXF0dbWxvFxcXo6emxb98+rly5wqJFi8RB6cGDB5iZmaGlpYWysjLLly+np6dHwEq6u7tJTEwEYMaMGaIKWlpayvnz5/nuu++QkpJCV1cXMzMz0tLS6OrqEoEpU1NTEb6UjGLDwsLEDcXb21uIjiSjVInecOrUqezZswfJhyR5XVVVxdixY8nNzWX06NGkpqYyffp0ESzdsmULI0aMoLa2lt9++w1lZWVxKzI2NmbChAn09PRQVlZGR0cHWVlZdHR0iPWevLw8dXV1fPz4kdLSUmbNmiWAHrNmzSI8PJxnz56hpKTEqFGjxM+gBM28fv16XFxc6OrqEoa7ixcv4ufnR0pKCsnJyZiamuLn50d3dzfl5eVs2rSJV69esWrVKtLT0zEyMuLZs2f4+fkJxPOzZ8+QlZVl6tSpvHnzRkCI9PT0mDBhAteuXWPChAm8ePGCpqYmli9fzuPHjxk1ahStra309/cLbnZqairjx49HS0sLX19fpKWlqaurE512fX19Jk2axI0bNxgaGuLTp08oKCigr68vetHZ2dl0dXURHx/PuXPnGDlyJGVlZbx69YqwsDAyMzOFgfDLly8AaGlp0dTUBIC0tDRbtmwhPT2d2tpagoKCRPZCT09PhGdVVFTEXl5XV5ezZ8+Sl5eHubk5AEePHhWMDAltT0lJCXt7e6ytrfHy8hJridu3b1NVVYWbmxvNzc20trZibGyMm5sbnZ2dGBoa0tLSgo2NDRs3bhSWR8lhRldXFzs7O27dugXwP/mH5LSnpqaGgoICd+7cITAwEGNjY/T19Rk/fjw9PT3MmTMHdXV1HBwcRPetsrKSpUuXEh8fj66uLt3d3YwZMwZNTU3a29v59ddfaW5uRkpKirdv3wJQWFjI5cuXmTJlCmPHjqWvr4+enh7hlzU2NsbW1paMjAza29vZt28f0dHRxMfHc/ToUfT09Fi0aBGlpaWYmJjQ0tLCDz/8QF9fnyDctLS00NfXx2+//SZ2Kfv37ycgIECwxs+dO8eVK1fIysqirKyMlStXChynRK34/v17ZGRkePz4sfimysnJCXTq/Pnzxb5NIjDo6ekhKyuL+Ph4KioqUFVVJSsri61btzIwMEBRUZFwxdrb23PixAkhEElLS6O0tFSMdltbW3FycuLhw4ds3ryZly9fYm1tjby8PPX19fz4448iCVpZWSmMPuPHj6erq4sxY8ZQVVUlwnPXr18nPj5e7APLyspITEwkJSWF5cuX09TUhIyMDJ2dnbx8+RJXV1cKCwuZNGkScXFxqKmpERYWJlK+g4ODAu23cOFC3r9/T2VlJWfOnOHDhw84ODgQGxuLubk5ampqGBkZoaqqyqtXr7hy5QoRERFISUnh4uJCa2sroaGhhIWF4e/vT2pqKsnJydjZ2ZGWloaFhQVubm5MnTqVs2fP4uTkJOxkkp+1T58+8ebNGzQ1NQkLC6O7u1s8QJOSkvDz8xOs4K1btyIvL09rayva2tq8ePGCTZs2UVFRwdixY+nv72f48OG4urri7++PvLw8AQEB6OnpcffuXTo6OhgYGKClpYUTJ06IEb2E8/7y5Usx5tPU1MTY2JgjR46QnZ3NkydPMDc3Z+/evSQmJjJy5Eja29tpbm6muroafX19vv32W+Tk5CgvLyc1NZXly5ejr6/P0NAQCxYsEHWhT58+CWqahYWFSO9OnjyZ1tZW8vPz6ejowNbWFn19fdasWSNCajY2NuzZs4e7d+8SHx/PwoUL+ffff2loaMDBwYGpU6eKamBhYSGLFy/my5cvTJw4kV9++YXU1FTy8vIICgpi5MiRmJqaCre8vb29UBsuWrSIxMREtmzZwpcvX0hLS2Pz5s2UlJRQVFREe3s7T58+RUZGhq6uLvT19Rk9ejS1tbUEBwczNDQkOvPy8vI4OTlha2uLr68vPj4+6Onp8fXXX9PT0yOIh8XFxaJd4OPjw7p16/D29sbCwgILCwuSkpJQVlZm+PDhIlMh8QsUFRXxf//3f4SFhWFiYkJycrLwh0tqVE5OTmhpabFx40YaGhrYuHEjZ8+e5eeff8bU1JSOjg4AysvLcXV1JTU1FUdHR3x9fcnOzkZHR4f6+npkZWVFyyYoKIhRo0YhLS0tZD8qKirk5OSwZMkSenp6mDt3Lvr6+lRVVTF+/HgmTJjA0aNHcXFxoaCgQJjM5OTkxCRw4cKFPHv2DA8PDzw9PcnLy6OqqgopKSl27dqFt7c3nz9/5s2bN6ipqdHQ0EBsbCxlZWU8e/ZM7IIHBgbw9PQkJiZGHNqePn2KpqYmnZ2dDAwMoKysLLTFEydO5O3bt6SkpNDf38+cOXN48+YNERERXL9+nYqKChF4Cw0NJT4+HkVFRVRVVdHX1xfVSAneWGLoS01NFfXV5ORkTpw4gaOjIwMDA/j7+7N8+XLmzZuHtbU1q1evRl9fnxkzZqCtrS2mB8rKygwbNgwAV1dXkSGRrAPr6upITk7GzMwMDw8PvLy88PHxISEhgZKSEmEMDAgIQFlZGV1dXSwsLEhNTaWlpYWqqirRoIiJiRFJ+cLCQq5du8b79+/p6uri+++/R0lJiVu3bhETE0N8fDzPnj2joqKC6Ohodu7cSUtLC3l5ecgkJyfvam5u5sKFC8TExJCQkMCWLVuIiooiPT1dxM6PHz+OlJQUhw8fpqqqCjU1NbKzs6mvrycuLg59fX3u3LmDn5+f6LaOGTOGY8eOkZ6eLnY67969Y/z48UyZMoU3b97g4+NDaGgoP/74I58/f6azs5MPHz6I2L6zszOHDx8WfuCBgQHS09OZMGECN27cQENDA2lpaUxMTNDR0aG4uBhpaWlcXV3p6uri7NmzYqzu7OwshAG5ubmMHDmSxYsXi5DOlClTWLVqFf39/fj7+1NTU8PkyZPFCUkyMjpx4oRIL0rqDElJSUyfPp2dO3eiq6tLdXU1Ojo6Asbw4MEDUlNTmThxIhEREfzyyy9oaGgItaCrqyvy8vJin1tTU4O+vj4bNmzA0dERc3Nz2tvb+e677zh//jwrVqxAU1MTOzs7NDU1mTp1KlevXiUpKQk5OTlxO/zuu++IjIxEQUGBwMBAvL29uXfvHpcuXcLR0VFMJiQCi6+++koEYAoKCgSGVUtLCx0dHX799VcOHDiAnp4e3t7eJCQk0N/fz+HDh0U/2NDQUIyhFRUVMTU15dOnT1haWuLs7Exvb68wwIWGhoq0dEtLCydPnqSgoEB0fe/cucOCBQuYOnUqK1eupLm5maqqKjQ0NCgoKKCxsZE7d+4gKytLdHQ0Ojo6gtw2bNgw9PT0UFJSEslkSSd/5syZDAwMEB4eTklJCQ4ODkybNo3Lly+zcuVK3r59K8hv6urq7N27l1mzZonbVlhYmPi5OHLkCKqqqv8vP7GCggLDhw8nLS1NnORfvHiBsbEx0dHR/Pbbbzx48IBXr14hLS3NuHHjuH//vlhp/Pzzz+jp6ZGdnS1qfm/fviU6OhpTU1P6+vqYOXMmx48fp7CwEBUVFVJSUoiPj8fd3R0PDw+eP39OSUkJT548QVZWlvHjx9Pb24uxsTEPHz6ko6ODQ4cOERERgbm5OdOmTSMtLY2Ojg4qKytFavf3339HR0cHTU1NvL29Wbx4MYGBgdy4cQMFBQXk5eX5/Pkz7969IzU1lUWLFiEnJ0dFRQV5eXmMGDECWVlZJk6cyMuXL4mPj+fAgQNs3bqV//73v0RERIigoWTcKuE6ZGRksHPnToKCgti5cyfKysrk5+fT0NBAfHw8oaGhvH79moqKClJSUpCWlqaqqgpVVVWys7M5dOiQANwUFRXR0NAgaFwqKipIS0uL4KyjoyNpaWmMGDGC06dP4+TkRFhYmDBOrVixguLiYiorK4VUpbm5mbNnzwomdVVVFY6Ojhw7doz29nbRDomPjxehvL1796KtrY2/v7/g7e/atQslJSVyc3Px9vYW3XGJvlYCXVm9ejVbtmyhsLAQGxsbAdgICAhgw4YNfPjwgaysLHp7e4UmNS8vj2HDhtHQ0EB/fz+HDh3CysqKGTNmMHLkSHR1dXn06JFgrtfX1zN8+HBGjRqFsrIykydPZty4cfz44480NjZSWFhIS0sLcnJyorqVlJTEmjVrWLNmDd9++y1r165lwYIFYty+f/9+xo4dK1SSb9++FRNJCdJ506ZNGBoaUlFRIbSrnp6edHd34+3tjZKSEvv37ycnJwcHBweSkpK4c+cOt27d4s6dO9TV1eHm5kZsbCzOzs5s3bqV58+fo62tTXt7O5cuXUJaWpq9e/cyfPhw8vPzaWlpYcOGDaxatUoc+oyMjCgvL+ft27cMGzaMpqYm2tvbBXJXW1ubxsZG5s6dy9y5c9HT08PHx0d03iU/S0lJSXz11Vfcvn0bPz8/BgcHxQj+0KFDQoA0fPhwrKys0NTUxNDQEGNjY3788Ud0dXVxdXUVet/Jkycjdf369SEJo1pFRYWWlhbU1NSIi4sjOzsbHx8fVFRU6OnpISQkhFmzZqGtrc3o0aPZv3+/CBcdP36cESNGEBERwbfffou2tja6urqoq6uL00x7ezvPnz+nv79fvABqa2tpa2vj22+/JS4ujtraWhwcHBgcHOTTp0/IyckhJSXF1KlThbBeV1eX169fU1lZiaWlJSoqKuI2LqE+OTo6ihOsZEfX19dHa2sr06dPJz09naysLPz9/amsrBQp4dDQUIaGhoQyVMKUlZKSYvbs2Xz8+BEZGRnR89bV1SUnJ0cU32/cuMGYMWP49ttvkZKSEqhIU1NTcdtpaGhAUVGRsLAwsbNzcXFh+/btvHz5ktevX2NiYsKjR4/Q1dUV/ccvX75gZGQkRna5ubnY29sjJSWFnJwcsbGx9Pb2Ym5uTnp6Om/evGHOnDkikSgvL8/Dhw8B0NHREQzx+fPnA3DkyBFaW1sJCQmhsbFRBC+sra2FPjAjIwMTExNRuQsICKC0tBQLCwtBopo/fz5RUVEMDg7i5+fHxYsXcXV1xdTUlJ07d4r0tKqqKosWLaKiooK2tjbKysowNDSkrKyM5uZmenp6+P9+TJ8+nbFjx+Ll5cW///4rEsP5+fnk5uaKIFZnZydz5swhLS1NvBRramqws7OjvLwcBwcHYmJiBHpXonR1cXFhYGCAt2/foqioKB58OTk5uLm5ERgYiLq6Ou/fvyc/Px8XFxeysrLIyclh3rwVipKSAAAgAElEQVR5dHd3U11dzfLly0WOIiYmRqRfJfYkGRkZdHV1aWtrIycnh+7ubvH/3rhxQ7yQtbW1KS4uZs2aNQKO8u7dO4KDg9m8eTNZWVncuHGDiooKNDU1GT16NADe3t68evVKqG3r6uooKChAT0+PsrIyxo0bh7m5ObGxsYKBINF/GhgY8OzZM+rq6mhubsbMzIx169YRFhaGl5cX5eXlVFVVkZqaire3txijV1dXi9GvoqIiHR0d/PTTT1y5coUZM2aQlZVFT08POTk5gklgYWGBs7MzoaGhqKiocOvWLZycnHBzc6Ojo0PcVoyMjBgcHCQwMJDc3Fysra2pra1lypQp4jBsYmKCi4sLioqKwij36NEjPnz4ICaFVVVVVFVVYWhoKNCqHh4edHV1MXXqVADS0tKora3lw4cPgvI3atQoVFRU0NLSQlNTExkZGVpbWxk3bhy3b9/Gzs6OnJwc/P396e7uRk9Pj7y8POTl5enu7hbPPgkLH6CxsZHRo0eLhomECa6goEBnZ6cYpSclJSEvL4+7u7uoK0meneXl5axatUqgPs3MzISX2cLCgjdv3jBlyhRRP62trUVFRQV7e3tUVVWxt7enqamJ7u5uQbiUAGY8PDwoKSkReGAlJSUmTZqEhoYGOjo6vHnzhra2NtTU1EQ7RhLCvXfvnvidVlBQQE1NDW9vb8aNG0dgYKAAcCUmJmJqaoqHhwc1NTUYGhqSnZ1NdHQ0hYWFjB49mszMTCwtLVFQUMDY2Jja2lp0dXXFc0RBQYGbN29iYmJCf38/tra2KCsr8+zZMxEwKyoqYsKECQwMDGBra0tWVpagU7q6uvLs2TNcXV3x8fGhvb1djNFfvXqFrKws3d3dokpbXFyMvLw8LS0t1NbW0tHRwZQpU+jp6RHMgdjYWN69eyfESeHh4bi6ujJmzBjk5ORoampi3rx5hIeH09jYiJqaGnJycrS1tVFYWIiCggL9/f1IS0vT39+Prq4u33zzDTL6+vq7BgYGWLx4MZaWloKIdOvWLU6cOCEgGUNDQ+zfv5+goCASEhLYuXMnHh4ezJ07l+DgYBwcHMjIyODVq1ckJyfz7t07sWMcGBjgzz//pLu7mz/++IPOzk7mz5/P+/fviY+Px9zcnISEBFJSUpgzZw6///475eXlgmlsZ2cnXLozZswAoKamhjFjxjB69Gju3r3LX3/9xYsXLxgaGuLOnTuEhYWhqqpKVVUVO3fuREpKisuXL9PZ2UlbWxtKSkq8e/eOGTNmsHTpUoYNG8bQ0BB9fX2kpqZSXl6Ou7s7oaGhaGlp8f79exoaGsQXTgL2V1NTY8mSJaioqKCvr09KSgqDg4N8++23qKqq8uLFCzIzM2ltbcXa2ho7Ozu8vLzo7+8XQITY2Fi2bdsmiE2enp6Eh4czb948lixZIn6Y0tPT6ejooLu7m9evX9Pc3Mzbt29xcHCgoKCA77//nu+++478/HwqKiqYNGkSX331Ff39/RgbG9PW1sbp06cFrrCmpoajR49iZmbGvXv3qKur46effqKgoIC6ujpu3rwperMWFhYkJiZy6NAhkbo8d+6c0CWqqamxadMm6uvrUVRUpKuri7a2Nq5cucKyZctEICM+Pp4TJ04wduxY1NXV+eWXX9DW1mbYsGGYmpoyZcoUpk+fzqNHj/Dy8mLx4sVCOLFo0SI6Ojro6+sjMjISHR0dPDw8RFAP4NixY/z7779s3LiRn3/+mf7+foqKitDR0REMdH9/f86cOSMgIZIHwpkzZ7C1teWbb76hra2NmTNn0tnZiY+PD66urowYMUIcIjMyMtDS0iIwMFDANE6dOiVY9F5eXqICZ2lpiZmZGXfv3hV2rLS0NAwNDfn999+ZNGkSgYGBODs7Y2hoSHJyMvb29nh5eSElJcXRo0dxcHAQIAgbGxvKy8uZN28ezc3NqKmpMXPmTA4cOIC/vz/6+vosXLiQ3bt34+zsTFlZGQcOHCA5OZlRo0aJA5Xka3Lz5k1evHiBjIwMPj4+xMfH8/vvvxMbG8vs2bNxc3MjJiYGR0dH0fl3dHQkICBAKFBzcnLw9fXF2dmZL1++sGzZMoH5nTt3LhkZGTQ3N+Pp6YmbmxtNTU0UFhaSm5vL1q1bBY7TxsaGyMhI5OTkhEnNyMiIgoIChg0bRlVVFbKyshw8eBBnZ2c+fvyItbW1EJD8+eeflJaWkpmZyd69e7G3t+f69euMHDkSTU1NsrKyyMjIoLu7m/z8fPT19QV2MzIykgULFghC4osXL+jp6aGjowMvLy9qa2u5desWysrKfP78mStXrrB06VKmT5+OlpYWOTk5NDc3Ex4eLg6Fp0+fpqWlhaGhIRQVFQU98dGjR9TW1uLi4sLu3bv5/Pkzo0aNoqKiQnyvJbdfyfSvv7+flStX0trayrJlyzh16hT//PMPW7Zs4dKlS2RkZHD69GmKi4vJzMxk2bJlmJub09PTw8SJE7l9+zZJSUmMHz+e5ORkgoKCePLkCfHx8Xz8+BGA0tJS7t+/z8uXL2lrayM8PJzBwUG+//57Wlpa+Pz5MwUFBaSnp7NmzRquXr3K1KlTOXr0KNevX8fd3R1fX19+++03TExMRDDr66+/pry8XPjbnz17xvfff09kZCTl5eUYGBiwfPlyMjIy8PLywtTUlIGBgf8pJWVkWLlyJdXV1WhoaHDnzh3hBhg+fDiZmZncuHGDgIAAJk6cCPyPYW9sbCycAsrKylhZWTE0NISBgQE3b94kLi6OGTNmiK+7uro6FRUV7Nq1i2XLlhEfH8/g4CCTJk3C0tKSL1++MGPGDIyMjHB1deXp06cMDQ3R2NiIs7Mza9euZceOHURGRooe+sDAAHZ2dvj7+1NVVSXG9K9fv0ZHR4euri5UVFQEGyE2Npbc3FymTZtGVFQUq1evJi8vT1xYpP7zn/8MSUlJ4evrS3R0NC4uLmhoaPCf//xHUILOnz8vmNUlJSWYm5sLh6e1tTU2NjZER0fT3d3N2LFjiYuL4+nTp1hYWLB69Wri4uLw9/fHzMyM3bt3Y2NjQ3p6OvLy8qSnp1NfXy/2YxIWs5WVFePGjePVq1eYmJigrKxMREQE+/bt4/Xr10LduW3bNuGzlkjDnZ2dxehGVlYWb29vYmNjWbZsmQAcdHZ24u7uTl9fH8eOHSM+Pp4dO3YwfPhwXFxc2Llzp9gDSbjqbW1tDA4O4uvri42NDeHh4bx//56RI0eKZPXSpUs5deqUSAs6OTkxc+ZM4bVNT09HS0uLyspKpKSkUFVVpampiZEjR9Lc3ExLSwvV1dU0NTUJRnlcXBzx8fHo6OgQEBBAWFgYg4ODNDU1MWvWLCGkGDZsGOXl5WhrazNv3jyMjIx4+PAhurq67NmzhwMHDmBoaEhzczP3799HT08PV1dXESCT6D1HjhyJhoYGf/75J/Ly8lhbW2NhYYGamhpRUVHMmTOH0aNHc/jwYYyNjQkLC8Pa2hofHx8aGhoICAhg3LhxVFdXk5GRwY0bN9izZw+XL19GVlaWrq4u9u3bR0JCguiPNjc3M2vWLKysrDh27BgjR44kMjKSUaNGkZuby6hRo0hMTKS/v1+EzCSkMokBbuHChdja2nL37l3q6+vZtm2bSF1LWO2ysrIiYNje3k5jYyMBAQFUV1ejra2Nmpoad+/excPDg4CAAGpra7l27RozZsygt7eXiRMnUlFRwefPn8XfnTx5Mt988w15eXmYmZkxe/ZsNm7cSHl5uQjZST6uX7+Ok5MTmZmZVFdXMzAwwI4dO7h9+zaLFi0SgcknT56wYMEC9PX1ef78OVpaWqiqqhIeHo6Liwvjx49ncHCQmJgYsXu1tbVFXV0dOzs7Tp06xdmzZ0lPT2fy5MlkZmaKpPmECRPQ1dUVnfyGhgZMTExYsmQJhoaGFBYWcuLECQCCg4PF5/XPP/8QFBTEixcvCA8Pp6KigsjISBE0rKqqIiYmBhkZGd6+fcvNmzcZPnw4hYWFZGZmsnz5ciIjI6mpqaG7uxsFBQXs7OyYOXMm2dnZYiojwfQqKytTUFBAaWkpbm5ulJeXs2XLFl6+fIm6ujolJSV89dVXPHjwgNmzZ6OiokJVVRWfP3/G2toaPT099PX1hSOgr6+PYcOGoaqqSl5eHqqqqmJiVFVVRWVlJd999x2LFy/G1dWVGTNmiJvUy5cvRdBWW1ubjRs3cuHCBebNm0deXp4w40kgPikpKTg6OiInJ4eFhQXPnj0TPfd79+4REhICgJ6entCxysjIiN9XR0dHbt++LdY6Pj4+3Llzh2+//ZaBgQHu3r3LvHnzsLW1ZdeuXSxduhQDAwOKi4tFCyQkJAR9fX0RClVXVycyMpLVq1dTUlKCuro6xsbGXLt2DT09PQFeMTY2JiYmhsDAQGxsbLh+/TqysrJiH7t48WIKCwtFHfT333/n0KFDPHz4kIaGBoKDgxkcHOTUqVMoKSnR0dFBb28vc+bM4f79+xgZGYmbZ01NDcHBwUyYMIEHDx5w+PBh1NXVUVRUxNzcHENDQ4qKikRIUUNDAyUlJQF66u3txcfHh9raWgBWr17N5s2bCQoK4t9//wVg3759pKamUlJSIuqhQ0NDAsilo6NDZ2cnUVFR5Ofn4+fnB8CTJ09YtmwZ7969Y+3atURGRjJnzhzy8vKIj4/H3t5efG7BwcHIysqK2q6Hhwd79uxh7dq16OnpERYWho6ODqampkRFRREUFISioiJRUVGUlJSInIkkL2JoaMjw4cOJiYnB2dkZLS0t9PX1kZk8efKuadOmERYWhrGxMY8fP8bGxgZra2s8PT3R0tLi4cOHop+qpKSEkpKSkKebmJiwbds2kpOTaWxsxMTEhLKyMj58+MCECROorKwU3e1du3ZRWVnJjRs3sLS05OrVq1hbWzN37lz6+vpQU1MjNzeX/v5+fvvtN3Ha0NXVBSA9PV0IR6qrq/n48SNubm5ERUUhLy/Pjh07eP/+PTo6OowfP56PHz+yYsUK9u3bR09PD0VFRTx69Ag1NTXu379PT08P33zzDQ0NDYwfP56WlhZxW05ISBBwgpSUFGpra7lz5w7GxsYsXrwYLS0tdu7cSWJiIjk5OUyfPp3u7m7mzJmDv7+/YNfKyMgA/+NnOzg4EB8fz9dff01JSQnHjh3jy5cvfP78mS1btrBx40YmT57M6dOn2b59OzU1NXh4eGBkZISjoyPd3d1YWVlhYWGBt7c39vb2Ypfc1taGoqIiISEhdHZ2ik5nWloaUVFRLFmyRITA0tLSCAwM5LfffsPT01OMbV+8eCHCQdHR0VRWVuLn54eMjAxaWlqCxR0XFycE8DY2Nujq6rJhwwYuXryIpaUlERER7N+/n/v371NWVoaamhoyMjJcv35dvCwltb9Zs2aRl5fHkiVLyMzMFC8UBwcHli9fTnV1NUpKSqxYsYI5c+Ywd+5cLCwsRN2rqKgINzc35s2bh7KyMl5eXuJBYmtrK7qyEl755s2b+emnnwQfe8uWLWRlZfH1118zZ84c7O3t6e/vR15eXlCIfvjhB/z8/ATfOTY2VowT7ezsmDBhAvLy8syaNUscpO7fv09KSgqNjY1cvnwZBQUFvvnmGwwMDEhNTcXY2Jjs7GxycnJYu3Ythw8f5u7du/j6+pKamsro0aNxdXWlrKxM7IRv3rzJ0aNH0dLSQldXV4Q0z5w5IwxAY8eOxdbWFllZWS5evEhhYSFGRkY0NzdjZWWFubk5Z86cYfPmzaxatQpJfkVGRgZtbW1B3JMc0jZs2ICHhweLFi1i+PDhDBs2jNmzZxMaGipwsydPnsTOzo6YmBg0NDQYP348dXV1LFq0iK1bt9LW1kZycjL79+9nYGCAjo4OmpqaBA0wKytLhH3WrVuHk5MTP/zwA8+fP0dZWZkVK1ZgZGSEu7s7hoaGLFq0iKqqKqysrGhsbKS9vR0rKytycnIoLy8nISGBzZs3c/ToUQoLCwkNDRX+Y0kILD4+nq1bt1JWVsb69esJCgoiOTkZPz8/bt26xcGDBxkaGuLWrVvIyckxfPhwmpubkZaWprS0lNu3b7Ny5UoOHjzI1atXefPmDcOGDaOrq4uamhrOnDnDDz/8wMWLF4XTXV5entLSUkaMGCHWPeHh4UydOpXBwUGuXLkiesgS37i8vDzjxo1DU1MTExMTPDw8ANi0aRNTpkzh8ePHFBYWUl5ezsWLFykqKhISmGPHjonR6+vXrwkNDUVRUZEDBw4wfvx47t69KyyCr1+/Jjg4mOLiYv7++2+mTJlCeHg4N2/epLi4WATOJk2axPHjx9HV1eXMmTOCw3/w4EGRXQG4fPkygYGBjB07FgMDA1auXEliYiIrV64U8hUbGxscHByQlpYmLi6OwsJCZGRkOHjwoOh4R0REMDg4iLS0NAUFBSIvsXv3bkxMTLC3t6e4uBgVFRViYmJQVlamoaEBHR0dcnNz8fLywtDQECMjI4EPlXgihg0bRmtrK3fv3kVJSQkLCwtx+Ozq6mL8+PHCbR4fH4+CggLW1tbCfCeZ8La2tlJRUSFG23l5eRQVFdHf38+yZcs4efIkN2/epL6+XlS28vLyUFRUFAIcSZNCcrhbvHgxjx8/FoRCHR0dDh48iExUVNSua9euUVFRgZ6eHm1tbXR0dDA0NERVVRXfffcd8fHx5OTkkJ+fT1JSEvv378fd3R1ra2uhBTQ2Nqa7u5tPnz5hYWHB8OHDiY+Px8TEhO3bt/Pw4UMxAoqMjGTkyJGcO3eO4uJidu7cSWdnJxERERw6dEh4rkNDQ7l06RJz5szB2dkZY2NjNmzYwKRJk/jnn39oaGgQQYIdO3YQHR2NnJycECtMmjSJSZMm0dXVxbVr1/D19SUjI4OZM2eir6/P5cuX+f7778nNzWXChAmCHW1oaIilpaVglE+ePBkPDw8UFBSYM2cOT58+ZezYsXR2dtLa2ipSiwcOHMDc3JyLFy8SHh7O06dP2bt3L6Ghobx8+ZLu7m5OnDhBSEgIS5Ys4fvvvxfwlT///BMbGxtsbGxwd3ent7eX3t5e8cJ7/vw5EREReHl5kZGRgbu7O7q6usTExHDgwAH27t1LU1MTly5d4uLFi4SEhBAQEMDmzZtZvXo1Bw8exN/fn127drF27VqioqLIysri3LlzlJSUCADFhg0buHnzJs3NzcjLy+Pp6cnEiROZOHEieXl5yMrKcuPGDQGdsbCwoK6ujtOnT+Pi4sK4ceNE6n39+vWCx/zq1St+/vln1NXVuXv3LlFRUUycOJHs7GwuX76MlpYWVlZWzJo1i8+fP4teal9fH3v37iUnJwdtbW0xLpKRkSE4OJjW1lbh5bWxsSE/Px9XV1dcXV1FdS8pKYmtW7dy9uxZFBQUuHr1KufOnSMqKkrwixMSEsTLNzQ0FE1NTXbs2MGjR4/o7+9HT0+P/fv3s379eurr69HU1OT58+eMGDGCYcOG0dHRQX9/P9HR0axfvx4VFRUuX76Mp6enGGsODAzw+fNnxowZg8RBv2jRIrE6+vLlC7t27WLTpk1YWFjQ3t6Or68v6urqgl2fmZnJjh07aG9vp7S0lK+++opnz55haWnJuHHj0NbWZvLkyXz58oV169Zx7949pk2bRktLC3v27EFeXp6ysjLu3LnD1q1bWbp0qTBa/f8HCaWkpJCSkhLoT8mNW1L1k5j5WltbmTt3LseOHSM4OJjq6mr09PQEnUpFRYXffvuNKVOmiES3rKwsOjo6qKmpCbSupqYmtra2REZGMnHiRCIjI2lra2PFihUkJiYKteJ///tfEhMTKSgoEHzs7OxsSkpKRGhTX1+fq1evoqamxrt377CyshLUulu3bjF58mRCQkKwtLRk7ty5+Pn50dvby9q1a1FSUkJRUZH//Oc/vHr1iujoaAwMDASPfdeuXairqwPw66+/4uzsLAJdEqDUgwcP8PPzIy4ujnv37pGYmEhERATwvxpdZ2cn4eHhoubo6OiIlZUVGRkZYjUj6evm5+ejpqZGbGys+DfGxsZoaWlx+fJlFi1axNDQEL6+vgwODnL+/HmSkpKQkZFh2bJlojHQ0tLCwMAABw4cQFpamtWrV/Px40d6e3txcnISyfr4+HhUVVXR0/t/qDrvuJz3///fS0tDpaGrUipFaZAGRSKrVEbZ69hkx+nwOebBscneHTMrkQhFEZFE2qWhpKSktIfq98fvdr1ut+//3HRdrq736/V8Ph73uy4tLS24uLgwcuRIZGRkmD59Om/evKGwsJDOzk7c3d15+fIlp06dQlVVlYqKCgHSsbe3582bN+zYsQNTU1Pq6+tFO+ju3btiNaGmpkZ0dDQ1NTVUVVVx8eJFDh06xNy5czE1NaWiooIxY8YQHx/PsGHDWLJkCX/88QeHDh0iKSmJuro6srOz+eOPPzAzM+PevXtcv36dhoYGduzYwZo1a1BTUxMiqaSkJFauXImsrCyzZ89m3rx5rF+/nq1bt1JYWMiECRPIzc1lwYIFXL58mcDAQFRVVdHR0eHZs2csXbpUQGyqq6v59OkTkZGR9OzZE19fXywtLSkoKCAsLEwE7XR1dQkMDOSPP/4gPz+fXr16UVlZSXZ2NpcvX6Zfv34AHD58mMWLF7N06VLOnz+PRCLh4sWLAh87Z84cupiamm778uULsbGxyMnJYWxsjK2trXg4jxs3DldXVyZPnkxGRobAcEpvSFIwxpkzZ6isrGTgwIG8fv0aPT09GhoayM/Pp7OzE2tra+zs7NDU1OTdu3dUVlaKMUW/fv3EC12+fDnLly8nLCyM4OBgLl++jL+/v0DUSVOsvr6+SCQSrl69yoIFC9DS0hKhqPr6erp164azszNxcXEMGDCA6upqzMzMaGtr4+LFi/z8+ZMpU6bw/ft3ampqGD16NImJifTs2ZPv378zZMgQLC0tmTBhAnl5eUIlePHiRdTU1JgzZw4REREitCS9gTU2NlJcXMzYsWPFBy0+Pp41a9ZQXV0t9H1r1qzBzs4OdXV1wsLCkEgkKCgo0K1bNw4ePEhKSgrTp0/n8ePHVFRU4OPjg7u7O7t378bPz4/i4mLxs7u5udGrVy+UlZXR19fnwIEDTJ48mZycHOLi4rh79y6tra2UlJTg5+cnkpzV1dUcO3aM6dOn8+rVKyoqKoRIXpostbW1JTMzk3/++YdRo0ahpaXFlClTiIiIQFFREYlEQnZ2Nn///beAT/z+/ZsJEyaQnZ3NwYMHuX37NsOGDeP379+UlZWxbds2MfGwsLDg4MGDtLS00Lt3b9LS0mhqamLQoEHCS3379m0BElBWVmbIkCGoqanx8OFDTE1NKSsrQ1tbm+joaGHKKS8vZ+3atVRUVLB48WIxGfj586d4QEjRq9LVh7m5uaBrJSYmEhwcLF6zlAH9xx9/cOHCBQHp+P37N5mZmXz9+pVhw4YJpWWvXr3ESPDRo0fY2dlx9uxZjhw5Qnt7O1u3bsXNzY2CggJevnxJR0eH+J2Rup9bWlrIysri1KlTODs7o6yszLp161BSUiI3N5cBAwaQnp6OrKwsmZmZTJ06lTt37ggnr5KSkkCKXr58mW7duold2uDBgwUrwMXFhdWrVxMVFUWPHj2IiIgQTH0dHR2CgoJYvHgxr169orS0lLKyMlJTU/n58yfV1dU0Njaydu1aKisr0dLSoqmpCUNDQxEY+v79O0FBQeJgoaCgIGQqr169orq6WhCdoqKieP78Oe3t7dy4cYPx48ejp6eHv7+/EIBkZWVx7NgxzMzM8PLy4t9//8XHx4c+ffrg7+8vQmmqqqr4+Piwbt06rKys+Pr1K1ZWVpSVlTFhwgR+//7NixcvAFi8eDEvX77E09NTmMWys7MZP348hYWFTJ48mdjYWE6dOiXsWSdPnqS9vV2wuaWBvpkzZ2JgYED//v0FYW7u3LmEhISIg4N0Mvfnn38KROuxY8fQ1dXF1tZWCETU1NQoKSmhqKiIjo4OYZ/btWsXAwYM4OfPnwQEBHD8+HH8/f0FPtPJyQkFBQVaWlqYNGkSkydPxtPTE0tLS9ra2jhx4gQTJkzAzMwMGxsboqKiGDt2LPLy8tjY2KCnp0dMTIzY97969QoDAwPmzZvHiBEj6N+/P4sWLRIBUClcytjYmJSUFHR1dYVO+NKlSxw/flygNydOnCgCwdL9e0hIiHigBwYGcvjwYRFKzc/Px8LCgkmTJjF27FiBUn7y5AlDhw4Vh/7m5mZu3rwJ/P8O/8KFC5k3bx47d+5ERUWFyspKGhsbGTlyJD9+/GDMmDGkpaWJ1H9LSwtGRkZ8+vQJFRUVZGRkBJt/xYoVVFdXs2TJEpYtWya003JycmhqarJ7927mz5+Pt7e3ODhL379v376xcuVKunXrxu7du1FQUMDAwIBhw4aJoO/bt2/58OGDkBV5eHhga2vL7du3WbRoEfX19VRUVNBl7Nix26TBo+PHj1NcXMyjR49QU1Nj8+bNnD17VniPP3z4QHx8PKGhoYSGhqKuro6ZmRlPnz7Fzs4OBQUFoqOjmTZtmtgVbtiwATk5ORYvXszx48eZOnUqVVVV/Pvvv2zbto2AgABMTU0xMDCgra2Njx8/Mnr0aPbs2SOkF9LRSE5OjtABSh3S06ZN48yZM5w7d47jx49jbm4uTv5Dhw4lJyeHjx8/oqmpSXFxMdu3b+f169c8fvyYWbNmUVRUxIABA9DR0SE9PZ3Zs2fj7e2Nnp4eGRkZzJgxg6VLl3Lo0CH09PRwd3fn+/fvnDlzhsjISN6/f8/z589ZvHgxoaGhfPz4kcrKSvbt24enp6c4mUZERKCpqYm8vDzJycn873//IycnR+AY//jjD5FUHzJkCLNmzUJBQQGAY8eOERISwvnz5wkICGD16tXcuXNHKDy3bt3KkydPiIuLw83NjY8fP3Lv3j3c3NwELEFGRkYYeAbz0DQAACAASURBVLZs2cKff/5JZmYmRkZGvH//ngULFmBsbCwqLPHx8Tg5OTFjxgzWrFkjHk5DhgwhPDyctLQ0Vq9ejYKCAu3t7bi4uHDkyBFkZGSIiIigsLCQ5uZmIiIimDFjBiNHjqSzs5N169YxcOBAIiMjGTt2LFOmTEFHR0fc4lxdXXnz5g3/+9//uHbtGhUVFfz+/ZvS0lIaGhpQUlIiODgYMzMz5OXlGTJkCBEREQwcOBBbW1vevHmDiooKbm5umJqaoq2tjaKiImfOnKFPnz7MmzdPZA18fHzo1q0bq1at4vLly5w9e5bVq1eTlpaGqqoqjo6OODk5UVxczPTp09m3bx87duwQbmhpKEz6b2ppaXH+/HkUFRW5d+8eFhYWyMnJoaamxrVr13j9+rUAFPn4+GBubo6fn58Qn6iqqgqpgpmZGbq6uqxatYrJkycTHx/Pu3fvWLFihSC1NTQ0UFJSgpGRkWh4bN++nZs3b1JaWoqrqyv79+8nNDSUJUuWsHDhQry9vamsrKRHjx6YmJgQFBTEqVOnuHr1Kp2dnXTr1g2JRIK5uTmnT5+md+/eDB48mOLiYrp27cqOHTtISkqisLCQmTNnsnTpUiZOnIisrCzXr19HS0tLaF6lfu3m5mbS0tIIDQ3F3NwcY2Nj7ty5I3S58fHxmJqa8vLlS5qamv7PiiE8PBw9PT0eP34srFvSA9nr16+ZOnWqIPhpaGjw5MkTIiIiWLp0KRs3bqS6uprKykri4uL4559/+P37NyYmJuzfv5+0tDRaW1uFe9zV1VUkyWfPns3JkyepqKgQe+mWlhZkZGR4/fo1qamp4s9FRERQV1fH8ePHcXZ2xsnJicTERAYNGsTly5cZOnQoO3bswMTEBC0tLTo7O1m/fj2JiYl4enri6enJvn372LBhAzt37mTnzp1CfzlhwgRMTU1RU1PD2dmZdevWcf/+fRYtWiRczmFhYTx8+JABAwbQ2dnJqVOn2Lx5M926dcPa2prIyEi6du3K8ePHOXfuHEVFRdy9e5f//vuPESNGoKioKPTA0inVpEmTWLNmDYWFhVRVVeHt7U1aWhozZswQ7vX58+fj7u5OcHAwZWVlXLt2jaNHjwr/w5w5c4iPj2fDhg1UVlYKp7yFhQVz584lMTGRR48eMXXqVJKTk8WU9siRI6SmpjJ27FguXbrE58+fOXDgACNHjiQrK4v58+cLouXMmTNZuXIlly9fxtLSknHjxjFy5EgsLS15+fIlc+fOFeujffv2kZKSwsmTJwHQ1NRk7dq1PHr0iObmZqFE/fr1Ky0tLRgYGGBtbc3Hjx+pqKigZ8+eGBkZsXDhQvbs2SP83x4eHgwePJigoCD27NnDuXPn8PLyoq6uTrAEFBUVMTMz48SJE+Tk5ODh4UFUVBS5ubmMGDFCUA9ra2tJSUlBXV1dtIoOHz4sQmhdlixZss3c3FwEja5du0ZHRwdWVlaUl5ejo6ODnZ0djx8/ZsWKFdjY2Ig/q6GhIRjZ0oX/8OHDmTJlCufOnaO9vZ1FixZx5coVbGxs2Lp1K9u2bcPJyQkXFxfu37/P/v37effuHRoaGqxcuZLHjx9z7949HBwcCAsLY/z48cydO1fwv2tqaoQE3sfHh9jYWKKioti8eTPt7e1ER0fj7u4uUqB///03Dx8+REVFhcbGRuLj4zE3N2fmzJk0NzczZcoU4uLi+P79O6tXr+bx48c8fvxYJJ8VFBSYOXMmOjo6FBUV4enpyaRJk1BTU2P06NFi7Prvv/9iZGTEnDlzBH1t2rRpgjPu6elJR0cHjx49Iisri1mzZvH161d69OhBv3796NatGyNHjqSqqopnz55x4cIF0tPT+fLlCyUlJfj4+FBeXo69vT2nTp0Sye/evXuLtPjPnz958+YNw4cP5/fv35SUlAiOe15eHpcuXeLmzZvs27ePxsZGevfujZ6eHu/fv2fcuHGi966kpIS2tjbdu3cnNDSUqKgoRo0aJXbZ0h2sra0thw4dYt68eURFRVFeXs6MGTMwNDRETU1NTE4OHTpEWFgY8vLygp6VkpKClpYWAwcOJD8/nxs3bnDs2DERfvLy8mLXrl1oaGhw8uRJevfuLZCd+fn5PH/+nP/++48HDx5QWFhIVFQUEokETU1NoqKiMDIy4sOHD7x//54hQ4bg4OBAXl4eSUlJpKSkUF9fT2pqKo2NjSxbtoyfP38ybNgwZGVliYyM5OnTp3z48IHp06dz7do1oqOjKSwspKOjg3Xr1rFjxw7++usvmpqaxGfo33//RSKRoKury9mzZ9HX1yckJISQkBBmzpzJ8+fPmTRpErNnzxY96JaWFjZu3Mj48eNFYnT9+vVMnz6dK1eu0KdPHx48eMDVq1f5888/WbVqFZmZmeTk5NCnTx+eP39OW1sbZmZmREREkJGRwbVr1+js7OR///sfRkZGaGtr8+LFC/Ly8rCwsCAhIYFz587x/v17vL29uXHjBu3t7Tx79oyamhoGDRpEUVEROjo63Lt3j4qKCuTk5AgNDaW9vV3AKWRkZAQ8RUlJiaamJvr27UuXLl0EHa6pqQmJRIKenh7R0dFCTTl37ly6d+/O3LlzsbOzY8aMGXTr1o1Lly4xbtw4njx5ImQU0h2juro6CgoKvH37lj/++AN7e3uampoYOXIkycnJdO3alW/fvjFy5EiWL1/OsWPHSE9PFyukKVOmcPfuXSZMmMDo0aPFoUrKtdfW1iY2NhY1NTVMTExYt24dNTU1WFhYsHTpUj5+/EhbWxv9+/dHV1eXd+/eiaoiwN69e/nnn3+oqanB09OTt2/fkp2dzfLly+nSpQvz589n+PDh/Pz5UyBcV61aRU1NDYmJiejr6xMfH8/p06dJSUkRyeZJkybx9OlT2traUFdXFzCS27dvY2RkJEauMjIyaGpqUlFRwbJly8jJySE5OZl58+bh5uZGXFwcnp6eTJgwgX379tHQ0CD83QBRUVEUFxfj7OzM9+/fsbS0RF5ensmTJxMSEsKyZctEDcnLy0u4B/T09LCysmLcuHEUFxeLDMPZs2eZMWMG0dHRDBw4kLlz57JkyRL69+9PbW0tmzdvpmfPnkyZMkU4yX19fdHS0mL9+vW0traK3f3FixcZO3askJ/U1tby7t07li1bRlxcHD4+PiIz9OPHj/8z6TEyMhIdeSsrK8GvT01NFU6G+Ph41NTUAIQ61sTEhISEBEEXrKmpYcGCBezYsYOJEydy48YNWltbUVFRIScnh5qaGnr06CH21FVVVfj6+nLp0iWsrKwE171v374oKSmhpqaGm5sbjx8/5vbt28jJybFixQoiIyMxMzNjy5YtWFpa4urqSlRUFEFBQf+fJW5ubo6Dg4NAgW7YsAF9fX0+fPjArVu3cHd3Z+nSpeTk5Agi1qtXr/Dw8ODevXvk5eVha2v7f4Ig0jRdQUEBL168QEVFhR07dlBVVUVnZyefP3+me/fu7N+/nylTppCamsq3b98YPHgw165dY9iwYZw4cYKdO3fy9etXbGxsKCsrw9fXV5DRpOndgIAAPn36hKGhIWZmZsyZM4c1a9bw/PlzkpOTiYiI4NatW6SmpuLt7U1sbCw9evTg7NmzyMvLU1VVhZOTE0uXLkVdXR1fX18xwrKxsWHRokXMnz+f9evXM2TIEGpqarCzs2P79u2oqqoKA1BeXh5lZWXMmTNHcGHfv3/P5s2bqa+vJycnh1OnTmFqaioAGBkZGfz+/ZsVK1aItLx0vHngwAGSkpJQVlZGQ0OD+Ph4YVZyd3dHWVmZoKAgHB0dGTt2LHfv3qWoqIiLFy+Kzp90xyldaXh4eLBixQoMDAw4cOAAAJ8/fxapzV+/fjFkyBDCwsIYOnQohYWFzJkzh7CwMKZPn87t27f58uULTU1NgggVExMjBB0ZGRloamqSkpJCe3s7R48eZfHixdy7d4+wsDAqKirQ1NTE39+fmzdv0trayujRo1m5ciXq6uosX76cxMREvn79iqWlJRkZGVRWVhIbG8vnz58ZMWIEwcHBjBkzhk2bNlFbW4upqSlPnjxBVlaWDx8+MH/+fHR0dMTIPDo6mvb2dpE69fX1/T8rhKSkJEGWktKkevXqxeDBg8nMzBSMcwUFBTQ0NAgPDxc2rIKCAtLS0qitrcXf3x8rKyv8/Pz4559/OHr0KMnJyYKrLJWMvHv3jvb2dhE0qqmpYdq0aWRmZpKbm0tJSQkjRoygqqqKU6dOYWJiIuhgUppVjx49KCwsFEE4aepZKpGQ1qNevXrFqFGjePr0KVeuXOHSpUusXbuWnJwcdu3aRVZWFs+fPycrK0s0PgwMDJg9ezYNDQ24ubmxYsUKcnNzWb16Nbdu3cLExARlZWVWr17NnDlzePLkCW/fvqWzs1O4o69fv05iYiIbNmxAIpFQXFxMdXU1mzdvFl9mCQkJODk58d9//5Genk5SUhInTpwgMjISLy8v/Pz8yMvLQ0lJiVmzZlFZWcmYMWPIzs7G2NiYdevW4eLiQrdu3QgJCWHx4sU0NTXx/Plzxo8fT1VVFStWrGDbtm0cOXKEw4cPs3HjRn7//s3ixYvR0tJi0KBB4v+jX79+xMfHk5eXx8WLF+natSs2Nja4uLgIRkRjYyO/f//GysqK3Nxc6uvrKS8v5+jRoxw/fhyAmJgYlJSUWLhwoVj1NDY2MmjQIJ49e4aGhgYpKSnMnj2bHz9+EBYWhq2tLZGRkZw/f559+/ZRW1srxvCampp0dHQgkUgE7/rHjx+MGzdOoJVzc3PFePfLly/k5uair6/PuHHjUFZWFuloKeDK1dWVkpIS+vTpw+3btzExMWHChAkipGhpacmGDRuYO3cugYGBGBsbU15ezrdv39i+fTt79uxh6dKlhIaGoq2tzcGDB1m/fj2Ojo7ExcVx/vx5Hj16xPbt2/nw4YPIGri4uDBhwgQUFBSIiooiPDycffv2YWVlJTgU3bt3Z+/evRw4cICQkBAGDBhAW1sbjY2NODs7k5WVxfv373F0dMTGxoZDhw7R2tpKbW0tM2bMQFtbmwMHDjBq1CgBMpEiVnv16sWdO3cIDAwU0CkFBQWWLFnCpUuXyMjI4MOHD4KWqKWlRWZmJubm5mzatAkfHx+MjIxwc3PDzs4OiUSCq6sr48ePx9LSkufPn+Ph4UF2drbgnjs6OlJYWCj27FVVVZSXl4vd982bNxk2bBiDBw8WfXYTExMmTZrEsWPH+P79O/PmzePWrVt00dLS2qajo0N7ezvBwcGUlpby/PlzgoODuXbtGgsXLuT79+9UV1fj5uaGv78/NTU13L9/HyUlJTw8POjduzdmZmaMGDGCoKAg/vvvP1paWli/fj13797F3d2dyspK7O3tUVRUpLa29v8EGJqbm3Fzc0NLSwsZGRlUVFSoqanh169f7Nq1i8TERJYsWYKRkREuLi4UFBTg7OyMhoYG/fv358WLF0RGRjJs2DBBHpPSlBwcHIQ6cuDAgVy/fh1tbW1+/fqFv78/p0+fFvCPmpoa/Pz8mDBhApGRkUyfPh01NTWGDh3K2LFjaWpqYsuWLQwfPlzAEKytrXFwcKB///4MGDCAK1euICcnh42NDcbGxsjKygJgYGAgkJXXr19HUVGRvn37EhgYSHV1NR4eHsycOZPq6moGDx7M4MGDxclt2LBhyMvLEx8fj5+fH1FRUcjKyrJ3716uXbtGQEAAampqmJqaMmDAADIzMwFQUVERLPi8vDzOnj3LlClThEjkyZMngjne0dGBjY0NdXV1pKSksGXLFjIzMykoKEBBQYGdO3fy4MEDXFxc0NHR4dOnTyxYsIBRo0bh6OiIpqYm1tbWaGpqUl5eLihh0sS+VLM5ZcoUkpOTycrKoqKigqqqKiorKzl58iRHjhwhJCSE169fk5CQQG1tLQEBAezfvx8XFxdkZGTQ1tbm7t27REREiJDRsmXL8Pb2pqOjQ6R9hw4dSteuXdm1axcmJiaoq6szaNAgmpqa2Lt3L46OjvTv35+TJ0/y/v17IiMjyc7OFs5b+P9+6FmzZpGQkICcnBxJSUk4ODjQ2NjIxIkT+f79O0VFRaiqqgpG8NmzZ6mtreXcuXM8ffpU1FOkPeupU6eyZMkS5s+fz5cvX7CwsKC2thZHR0cOHz6Mubk5Tk5ONDc3c+fOHVE1kz4wDA0NGT58ONevX+fWrVuidyw1WElNWVIBxejRo6mvr+fmzZv89ddfLFmyhJ8/fzJ+/HjWrFlDcXExhw4dwsLCgsLCQoFalU66tm3bJr6kpLmQqqoq8vPzcXFxETjdEydOkJGRgaWlJcnJyaSnpzN16lQcHBzo1asXwcHBBAYGkp2dzZgxYzhz5gyHDx8mKyuLlJQUAgMDef/+PX5+fhgbG1NbW8vp06fp7OwU8JuGhgbKysro7OxEU1MTNzc3nJyc2LRpE3///TehoaH8+++/wlYWERGBo6MjX79+pbi4mMbGRjw8PLhy5QoLFy4kKSmJQYMG4e/vz/Dhw9myZQufPn2ira0NLy8vsrOz2bt3L7a2trx9+5bDhw+TnZ0tcjdmZmaUlpbi6ekppD55eXlMmDABHx8fDh06RJ8+fdDQ0GDevHlcvnwZfX19iouLKS8vZ+jQoXTp0oXMzEwMDQ0xNDSkoKAAY2NjysrKuHHjhrBgVVdX4+DgQHp6OrNmzcLGxkZAZ0aMGIGjoyM/f/7E2dmZVatWUVxcLGpYUomG9DUOHDgQDQ0NMYFra2sTgCZpSC88PJyRI0eKiu2SJUvo7OwUt26p9fDPP//EzMyM379/Y2tri6KiIhERETx9+pQxY8aQl5dHZ2cngYGB3L9/Hx0dHZSUlGhpaaGmpoYpU6aIIOq+ffvE88DIyEi4DaQVRCUlJXJycpCTk0NLS0vkENzc3Dh8+DBeXl7cvHmT5uZmSktL6dmzJ2vXriUuLo5JkyaRkpKCl5cXS5cu5eXLlwK8UlVVRXR0NBKJhMbGRs6ePUt4eDgrVqwgKCiI5ORk/Pz8OHXqlPBVJyUliWZVZmYmnZ2dAjqVmZnJ0KFDefnyJfr6+ly9epWioiIA5OTkOHjwIMrKymzbto2oqCi6d++Os7Mz2traqKio0L17d8rLy1FSUmLs2LHiQmxiYkIXExOTbU+fPkVHR0ecIEpKSujbty9ubm5cv36d/v37o6Ojw4wZMwgODubbt29UV1eLndS+ffuoqanh0qVL6Orq4uvry4sXL4iPj+fq1av07t0bJSUlMjMzkUgkfPv2jXXr1mFmZiZc2YMHD6a2tpZv375x7949bGxsMDIywtTUlMWLF3PgwAG8vb2ZPn06VVVV3L59GwUFBaZNm4asrCzDhg3j3bt3QkIgdQd36dJF7BCUlJSIiIigrKwMJycnpk2bhq2tLVevXmXDhg1kZ2eTmJgo3vBhw4Zx7949cnJyeP36NaamppiZmYkPeU5ODpGRkZSVleHu7s79+/eF81r6oJaOrhMSErCxsWHXrl00Njayc+dOzp49y8ePH7l9+zZ+fn5MnDiRly9fUlxcLChAtra2fP78mejoaHR1dWltbcXCwgIVFRVWrlwpdH9nz55FXV2d06dPCzlEfX09b9++paWlRdirpO+nr68v5eXlXL16lZMnT6Kvr4+Kigpqamrcvn0bDQ0NBg4cSF5eHiNGjMDc3BwZGRkWLVpEv379sLCwQElJSVCupJ5ubW1t/v77b2pra3F3d8fY2JiamhoGDBjAiBEjcHV15fPnz3h6epKWliYIWePGjWPp0qXCfiWRSDhx4gR79+5l69atwlN86dIlLl68iL29PR8/fqSzs1N8Tnx8fBg4cCCKiork5OTg6+tLTEwMGzZsIDAwkPLycvbt28fEiRP59OkTGhoazJo1SxyKTpw4gYmJCeXl5SxdupQvX77w5s0bpk6dSkZGBiNGjMDd3Z2pU6cKX/Xs2bNxcHDA1dUVMzMzHBwchBJTXV2dhw8fipP34cOHWbduHUFBQTx79ozw8HBkZGSYPXs2Li4uqKqqoqCgIGQfnp6ejBkzRlRTTp48yfnz52lra2Pbtm2cOXOGGzduYGBgQFJSEhYWFqxevVoAK3bu3MmAAQO4du0aq1evJj8/n9mzZ4tEtaurKwUFBejr64v2gLm5ORKJBBUVFdLS0jAxMeHZs2fo6OiwbNkyGhoaqKysZPv27Xz//p3m5mZ8fX1paGhgzJgx5Ofns2fPHgwNDZk3b57ojQ8aNIhJkybR1NTEmzdv0NPT48mTJxgYGKCqqsrMmTMpKSkhLS2N+/fviwPWkCFDePLkCRs3buTmzZvY2NhgbW0tcJ/x8fH07duX0NBQIiMjsba2Jjo6mpUrV+Lk5ERaWhq9e/dGS0uL+/fvU19fLwhwlZWVdO/enVevXtHZ2Ul7ezuXL1+mrq6Oq1evMn36dAYPHkxUVBQZGRlij/r8+XPxUHj+/DmNjY0kJSUBCJPZhQsX6NGjB7dv3xbgFw8PD5qamsTqIDY2VqBde/bsSUpKCqGhoZSXlwv4UEpKCsuWLRMMCQcHB5KSkjhz5gyfPn2iurqa58+f8/DhQ27cuEF1dTX5+fkcOHAANzc3wsLCkJWVxdvbm65du9K3b1+B1QwICMDR0ZE5c+YgkUgoLy/nzz//ZPPmzfTr14+6ujp69OjB8OHD+ffff0lOTmbbtm3k5uZy4cIFdHV1Wbp0KSNHjiQsLIzQ0FDev3/PihUrhKJ03rx5bN26FQcHB6GXLS4uprW1VVDVTE1NMTExISMjg0ePHtHS0oKdnR3Hjx9n5MiR/Pr1i+XLl6OtrU1raysJCQkYGxtjbGzM27dvUVVVpbS0VPyd3NxcZs6cSVBQEGpqaoKm2d7eTlFREZs2bRIH1Pz8fAIDA7l+/TpGRkbY29ujoqIiDgPSVZk0d3HhwgXc3NyQl5dn1apVfPjwga9fv/L9+3exTpRiu/X09AgODsbPz4/169dz+PBhEep+/vw58fHxDBkyhPr6enR1dcXK5/Dhw7i7u7Ns2TLCw8NFPa+hoYEuf/311zYNDQ3Ky8sFFEW650lKSqKxsVHg5nbv3o2SkhKlpaUcPXqUgoICcTvOyckRN0Yp47mmpobXr1/j4+PD6tWruXv3Lvb29nR2duLi4sLkyZM5evQoPj4+gh+dlpbGjRs3SE9PJzY2Fnd3d378+MGaNWs4e/YshoaGqKurs3btWpKTk9HQ0CA4OBgNDQ1qa2u5cuWK0Aqqqqqyd+9elixZwvbt27G2tubTp09cvnyZY8eOERgYyMePH8Uvb25uLj179qSjo4Nbt26Jh9LNmzf5/PkzP3/+ZMiQIcjIyGBjY0NycjKbNm3i9evXDB06VDC+X716JWxYzs7OolgfExPD+PHjWbRoEdXV1cTHx9O/f38hW5EiHy0sLIiJiaFnz57k5OQIU9W1a9eIjY3F3t4eV1dXgoODhUazpKQETU1NjI2N6dmzJ0OGDCE0NBRFRUVaWloICQkRo8+LFy+KkaTUOV1SUkJubi6pqak0NDTg4uLC0KFDaW1tJSIigoKCAlH5+/37t0iw9+3bl9OnT2Npacn9+/dFylj6RZ+QkMCdO3eoq6vjx48f/Pjxg+rqam7duiVuKaampowcOZLQ0FAyMjLIyclh5MiRLFiwgC9fvvDt2zeKioq4du0aQUFB5Ofn8/LlS+7fv4+uri4vXrzAysqK6OhosrKyaG5uFnCTW7dusWHDBnJycujevTslJSW4u7sTExNDe3s7b9++ZcKECQwaNAhzc3PxBSdlABsYGFBXV8eCBQtITk7G0dGRkJAQNDU1+fHjB+Xl5fz1118oKCgQGRkpEvY5OTmoqanR2NhIVVUVu3btEnXDOXPm0NHRQU5OjuAEe3t7888//+Dk5CRCO0uXLhWYzerqau7cuYONjQ0bN26kS5cu2NjYcP/+fQ4dOoSGhgazZ88mPT2dwsJCUlJSsLe3JywsTFRWKisrcXNz4+bNm3z79o3o6Gh69OjB5MmTqayspKGhgb///hs5OTnk5OQEEGTx4sVERkbSq1cvgoKCUFdXR0lJSYyUpeFMgPT0dIEfTktLY9euXWJF0717d5SVlSkpKcHR0RFzc3OSk5Px8vJi3rx5gkq3efNmkbmQhnwSEhIwMjIiPj6eoqIibt++zebNm+nTpw+NjY3U19ezatUq5OXl+ffff9m0aRPm5uaEhIQIKpa2tjY6Ojr4+fkxYMAA4uLikEgkeHt7s2XLFsrLyxk3bhzz5s0jISEBDw8PMjIyqK6uZtasWdy5c4e5c+fSr18/Tp06xZkzZ7h9+zYTJkygd+/eZGRk0N7ezsyZM7l48SK+vr6itqmgoMDw4cNFnenTp0/o6emJh7i0g/3ixQs2b97M+/fvmT59OoaGhuKhYmhoiKqqqgAK+fr60tjYSP/+/XF2dubo0aNMnz6d4OBgfv36JdS5r1+/JjMzk6KiIqZNm8bGjRupqakRjYz09HQhqsjKyuLy5cu8evUKBwcHwsPDycvLo7q6mvr6ekxNTWlsbOTixYts3rwZT09P/vvvP3Jycvjw4QOBgYHEx8djaWmJkZERzc3NBAQE4ObmRmpqKnJycrx9+xYTExN69OjBhg0b8PDw4MyZMxgaGlJRUcHdu3fJyMggJiaGs2fPkp2dLV5/TU2NgBVduXKFrKws6urqeP36NYWFhVhZWbF9+3aqqqpYuXIlp0+fZvfu3QQFBTFnzhxh5ZOOqdva2gQkytvbG4lEwqNHj4iNjWXevHno6emhr69PZ2enAG5t374dXV1dYX0rLi5m4sSJtLS0kJubS3h4OKmpqWRlZTFv3jzu3LlDamoqdnZ2AqsaGRmJoaGhqAvX1dWhrKyMo6Mj8vLydO3alVGjRhEQEMCLFy9YtmwZ/v7+dLG3t9+2efNmjh49iq6uLkFBQfTu3Rs7OzsBQm8wuAAAIABJREFUTunXrx9NTU2UlpZiZmbGvHnzePjwIbq6ugC4ubkxatQogoODBVrUysqKQ4cOcezYMUFP8/HxoUePHqSlpZGWlkZ+fj7+/v7cunWLTZs2CS2foaEh/v7+qKmp4eXlJegxAwcOJCYmhqFDh3Lr1i3Gjx/P06dPCQoKEh9aGRkZPn36RHZ2tujCTp48mbt377Jz505mz56NsbExwcHBODk5YWhoSEdHB3Z2diIE8OvXL06ePMmePXvo1q0bOjo6ApIRGhqKs7MzycnJhIWFoauri52dHUeOHCEsLIzw8HChiWxra0MikbBz506xt9izZw/Z2dm8e/eOqqoqamtrRTq9rKyM+/fvs3HjRtauXcvEiRPF7XbPnj1YW1szZMgQ8vPzGT9+PPX19eJnkEgk/P3334KRfOLECV6/fs2sWbPIzs5m2rRpTJs2jY8fP3L37l0GDBjA+PHjWb58Oenp6VhZWaGqqsr+/fs5ePCgELqYmZnx5MkToqOjaW1tRVlZmdbWVv73v/9ha2tL165daW5uFkG/lJQUmpqayMrKIjg4WEwbduzYIXqKv379IjY2lnPnztG9e3d0dXXp2rUrmzZtEt1fqRpSWjcyNzcnKysLR0dHrK2taW5uxs7OjlWrVtHQ0CAqTr9+/WLcuHECEPL7928GDRoEQGxsLDdu3BDZAqmU5v79+zx58oTw8HDmzp1La2srDx48wMvLi4sXL3LixAmOHj0qUtSrVq2ie/fuuLi48PLlS7p3707Pnj3FeqiiooKdO3dy5MgRLCwsMDQ0FHXB+vp64e6eM2cOISEhDBkyBG1tbfbt24eLiwvHjx/H0NCQoqIiQkJCxK1jxYoVyMjICJyj1PM+duxYGhoa0NXVpaGhgQ8fPjB69Gi6du2KlZUVTk5OPHv2DAsLC0aMGCEmLJ8/f0ZFRQVZWVkBLunatSuPHj2itbUVFxcXdu3axejRo+no6ODhw4eoqqrSrVs3Jk2axIcPH6itrcXKyordu3eTmZlJZGQkLi4upKWlsWTJEs6fP09HRwfV1dWEhYVx6dIlvn//zvz58zlx4gQKCgqsW7eOgoICFixYQF5eHqWlpRQVFWFtbU17ezsHDx4UcI6kpCS+f//O+vXraWlpEft+Kb/b1dWVhw8f8uLFC1xcXOjTpw+vXr3Cx8eH4uJiYmJixMhdR0cHJycnMjIyePDgAbdv3+bJkyc8fvyYQYMGoaamJlZN0i/mz58/o62tzb179xg7dixXr14Vznt5eXl0dHSwtbVFU1OTf/75R/ipTUxMaG9v59GjRxgZGYlkv5OTE52dnXTp0kV8h+nq6mJgYMDDhw+xsLCgoaGBz58/8+jRIwICAtDW1qZXr160t7cTExNDamoqBQUFeHh4oKqqKgxdUivd4cOH6d69uwB3lJSUEBwcTFpaGj169ODIkSNs3LiRhQsXir5/3759yc/PJy4ujoCAAAoKCgQ3QktLi8bGRvr06cPHjx/Zvn07AwYMQFdXl23btlFSUiLUw52dnZiYmBAVFYWqqioHDhxAVlYWMzMzDAwM8PX1FYIYKdGyT58+IjCXk5PDmjVruHnzJoaGhgQEBJCYmMimTZvE75eTkxNJSUnU19dja2vLgQMHkJOT48CBAyKl7eXlhZaWFikpKfTv358rV67w4MED/P39uX79ukho5+fnI5FI+PHjB1evXuXmzZvCdDZq1CjRsvn16xfp6ek0NDTQu3dv0eM/deoUX7584Y8//iAwMJDExET69+9PW1sbly9fpk+fPgIzK3VzS/XLXbt2JSQkhKKiIq5fv46qqio7d+5ESUmJKVOmcOfOHbokJiZuMzY2FrL4q1ev0tbWhrKyMsePH2fSpEkUFxezdetWNDU1efv2rbDfpKWlUVNTQ9++ffnrr7/YtWuXkGd069YNf39/5OTkWLNmjdgVSvWX0h24NEQgTYwuXLiQgQMHiupQYWEhGhoa3LhxAw0NDT59+kR7ezvW1tai2uHp6UlcXByKioqMGjWK06dP8+vXL7y9vTl58iTjx4+ntraWxsZGHj16JMQQU6ZMYcSIEfz8+ZNp06YREhLC06dPhfC9oKCAkJAQ3N3dOX/+vAga6enpMX/+fBQVFUWNLSEhAT8/P37+/Mny5cs5dOgQqampgqKWmJjIoUOH+Pr1KwYGBixfvhwFBQVhsNLT02PQoEGMGTOGf/75h/79++Pr64uMjAyFhYUEBATQr18/DA0N8fLy4sSJE2hoaKCkpMT27dvR0tLC29ubbdu2MXXqVJydnbG3txcGKxsbG6ZOnYqxsTEXLlwgISGBnJwcRo0axaxZs3jz5o1Iimpqagovq6urKydOnGDXrl08fPgQY2NjHB0dBa1IXl4eb29vTpw4IUxKw4YNY+3atdja2qKvr09eXh6pqakcPXoUFRUVbt26xbJlyzA3N+fatWtMnjyZK1eukJuby8uXL+nSpQuDBg3ixYsXtLa2cu7cOVatWsWsWbOE83rx4sUi/f7s2TNWrFiBtrY2/v7+JCQkYGFhgYWFBRUVFXTt2pX+/ftjZGSEkpISX7584dSpUzg6OvL333+zevVq/vrrL4yMjIiJicHJyYnCwkK2b9/OwoULuXLlCsHBwcTGxoou5dy5czl69CiZmZl0dHTg7+8vajtv3rxBVlaW1atXU19fj6enJ+np6YJSB9DU1MTjx4+ZP3++gDPcvXuXvn37snv3btHhle5gpUKBsLAw0RmeOnUqHz9+ZN68edTW1mJsbEyPHj34/fs3z549o7a2li1btnDt2jXU1NSIiYkRgI39+/djZmbGkSNHAFBSUhK1pPnz5wsO/saNG0XV6cKFC0gkEmpqaggNDSUuLo66ujpRibp9+zZHjx4VjO+wsDDq6uqE/MbW1lZMqPbv309AQAC1tbVi0iBliXfr1o3AwED+++8/pk+fTlFREQYGBnz//p3s7GwcHBzQ1dVl4sSJODk58enTJ+7fvy8Ib3fu3GHMmDEC17py5UqGDRtGQ0ODeH8kEglOTk5cv35dTASPHDkiOs3S76YPHz4QFhaGmZkZRkZGyMnJISsrK1jTly9fJi8vj1+/flFcXIyOjg63bt1CT0+PpKQkhgwZIvIoK1eu5Pr169y8eZOuXbsSHh7Orl270NfXZ8+ePaSnpxMTE8PcuXOZPHkykydPZv369QwYMID4+HiUlZV59eoV27dv5+XLl1RXV6OoqMjs2bOxs7Nj//79yMnJ0aVLF3R1dUlOTiYoKIiEhAThGAfo6OgQsJL379/z48cPdHV1efz4MTdv3hTa2IKCAqFAleZm4uLi6NOnD9euXRN5i6ioKPT19fnx4wdeXl5kZmayadMmTp8+zdmzZwkKCmLVqlXcvXuXgQMHMmvWLEpKSjh9+jSKioo8ePAAb29v+vbty5YtWwQlUKp6zc/Pp3v37lhbWwvdsqmpKSUlJRw6dEi4CaR1XCkLwtHREVNTU3r06IG8vLzwD6SmprJ27Vq2bduGjo4OGzduRE1NjcmTJ+Pm5kZwcDA1NTWMGzcODw8PcnNzBaFPyu5vaWnB09MTiUTC48ePGThwIAsWLEBZWZn169eL6WBAQIA4JLq6uqKlpUVubi7l5eX069eP3r17i4lXQ0ODyDHJyMjQ0NDA0aNH8fLyQklJCVdXV2Q6Ozs79+zZg6enJ9nZ2SIclZqayrt379DU1ERVVRV7e3txQnF1deXDhw/Iy8vT0NCAq6srpaWlxMbGYmlpiaenJzExMXR0dNDc3Iy5uTltbW0iADFgwACioqIwNDREQUFB2K+8vLwIDw9HXl6egQMHUlRUhK6uLikpKfTo0YPS0lLxwr59+4afnx+fP3+mV69evH//Hjc3NxITE1FUVGTEiBFiD9yrVy9Gjx6Nvb29MHYlJyfj7OxMQ0OD4HB///5dhOOysrIoLi5GIpHQ3t5OWVkZHR0d1NTUiM6iubk5Bw4cQF1dncGDB/PgwQOGDx8ugmiPHz/mx48f1NXV8eXLF758+UJpaSmDBw/G39+fwsJC3rx5Q0BAAPr6+owdO5bw8HCio6N59OgRJSUlwhrW0dHBggULKCoqoq2tjfb2dnJycpgxYwZ1dXWoqqpSX19PU1MTvXr1Yvjw4VRWVtLc3ExZWRm6urqkpqbi5OREe3s7bW1tfPnyRTCzW1tbuXLlCunp6RQUFKCuri445/r6+piYmPDmzRv69esnEJzSw1d4eDj3798nJCSEmJgYXF1defToEcXFxXR2dvLp0ydcXV1RVlamubmZHz9+MGzYMCQSCWFhYbS1taGlpYWbmxtpaWkMGjSIO3fuUFhYiImJCU1NTfz111/k5+dTVFSErKwsCgoKyMrKoqyszJUrV8jMzKSuro4NGzZgZmbGqVOnRE2rV69efPnyBSMjIwoLC0lISEBdXZ3Fixdz9uxZ3r17h7W1tRDGS8f+kyZNEiNILS0tlJSU8PT0JDc3FxcXFyoqKujo6ODZs2fY2dkxZMgQgZz08/Pj8ePH1NTUcPPmTTGSHzFihDD6PHjwgN+/f5ORkYGbmxtRUVFYWlqSm5srYBVGRkaMGjWKESNGUF1dzcOHD0lISBDUJl9fX2Gk8/X1JS4uDnt7ewF8+fnzJ6qqqmRlZYk+rNTNLuXSm5ubc/XqVZKTk7G0tGTKlClIJBJCQ0OFMKRHjx4CyBEWFkZHRwfdunVDX18fNTW1/w916NIFIyMjkTcpLCxk6tSpmJqaYm5uTlVVFX/++Sfh4eF4eXmRkpKCv78/dnZ2vHr1SnD0c3JyaG9vR11dnYkTJ/L+/XvU1dVpaGgQHH8bGxt69uwJQH19PUVFRZSVlfH06VMBTvLw8EBDQ4Pm5mbu3r0rhDJSUpWXlxe1tbUAaGlpIZFIOH78ONra2rS1tfHt2zfhXJZCYgwMDFBRUaGtrU2gcKVhsqKiIlxcXNDV1UVBQUE0SqRBotDQUGRlZZFIJJw/fx5PT0+cnJzIysrC0NCQxMREtLS0yMvLQ1VVFWVlZbEikSpEzczMUFNTw9raWkyjpAdoiUQCQGVlJXPmzBGIYkVFRYGe/fnzp2h+fPv2jX79+tG/f3+ysrKEFUrKsWhpaeHevXuoqKjg7u5Oe3s7DQ0N6OjooKCgIJCd0rWi9AKxaNEivnz5gpOTk5hAVVRUMH/+fJ48ecKYMWNoa2sjNDSUoqIiUlJSxHtbUlIiuNlSkJf0cPbjxw+ampp4+/Yt9fX1gj2goqJCQEAAgNgJl5SUiF398+fPkZWVxdPTU6TL4+LiuHTpEurq6kyYMAFZWVk8PDzQ0tIS3PTq6mqUlJQoKiqitLSUxsZGDh48SGVlJfLy8nz58kXonaVKXunuW05ODoBXr15x9epVJk6cSGhoKC4uLvj4+IhV84cPH2hqauL9+/ckJCTQ1tZGQ0MDEomEOXPmcOXKFVRUVPDy8uLjx490Wbt27bbq6mquXr2KlpaW2K2tWLGCxsZGPnz4gLW1NRKJhICAAAIDA9m7d6/4oUxNTfn48SMKCgro6OiIZPfw4cOpq6vDwMCA5uZmioqKWLFiBWPHjmXp0qU0NTWhr69P7969UVFRITo6Gmtra54+fcqMGTNE0OXz58+8fv1a3PhkZWWZOXMm48aNo7m5mUuXLrFx40ZOnz7NmDFjePfuHXPnzqWgoEBYxpYsWcKrV694+PAhMjIyJCcnU1JSIshKBw8e5N69ezQ0NIi0eWxsLAkJCVRWVrJz505iY2N5+fIl8fHx2NnZ0dbWxv3791myZAlxcXH06tULDw8Ppk2bRmpqKjNmzKC6upqSkhJ69uwpEtMBAQEC8NC9e3dB45o+fTp+fn5cvXqVsWPHcvbsWUHD+fXrF/b29tjb21NaWoqDgwNRUVH8/PmThIQEVFRUyM7Opr29nfj4eKKjo8nIyGDbtm0EBQVhZWVFYGAg7969w97eHmtra3Ga3r17N3fu3CE9PZ2ioiIyMzNZt26dGKcbGRnx8uVLUlJSsLGxwc/Pj5UrVyIvL8+wYcPw9fVFR0eHY8eOce7cOUxMTFBQUGDkyJEUFxfT3t5Oa2srzs7OBAQEEB8fz7Zt27h+/TodHR2cPHmSoKAgFBUVMTY2ZsWKFZSVlVFXV4enpyf29vb4+PiwadMmkpOTaWhoYO3ataioqBAYGMjs2bOJi4tj8uTJbNy4kdzcXCQSCaWlpRQWFuLr68vbt28FqvbIkSPMmTOHkpISwsPDyc/P58KFC1y+fFmIS9auXcuLFy/w9vbm169feHl50a9fP3EAuH79OhYWFqSnp7NgwQLOnz/Pt2/fiIuLY8GCBdTX17N//35aW1vx8/Nj+/btjBo1ikmTJolRbExMDFOmTGHVqlUYGhqipaXFvn37SE9Pp7W1lZ8/fzJz5kz09fUFS/jIkSN0794de3t75s+fj52dHTk5OQwcOJDU1FQcHByYNm0aY8eOFRWy8ePHc+XKFcLCwggKCsLFxQV3d3d+//7N1KlTWbNmDTNnzhSSFycnJx4+fMirV68Era9bt26MHz8eAAUFBbZu3crMmTPJyckhPz+fQ4cOUVhYKORBUVFRQumqpqbGixcvePDgAYMHD2bz5s3cuHGDzMxMlJWV8fb25s2bN0gkEhGas7a2ZsmSJcTGxrJhwwZUVFRobW1l1KhR7NmzRxAVt2/fLiA4UjCQp6cnSkpK2NnZUVZWRkJCAhUVFXz8+JF+/foRERGBhYUFz58/Z+nSpSQmJlJUVER7e7uoo37//p2vX79y7949ZGRkOHToEGZmZqioqPDmzRshM7K1teXo0aO0trYiKyvLvXv3OHHihLgR7t+/H11dXV69esWuXbt49uyZkNdIH+6fP38mNzeXY8eOYWFhgbm5uYAUpaen4+zsTEVFhbidOzs7U1hYiJ6eHlVVVRQVFQkK1v+j6q3fqs7e9+2TbpASlC5pg5BGDAwwUWzUUXHGccbuGLtGxxbnbXcrKjiIgSAICIIIKoJKd0l3PD98vqzjePwDRDd779da931d5/n333+zf/9+tm3bRlBQEJmZmWRlZbFs2TIcHR3R0NAQ4dLAwEAqKiqora3F0tKSmzdvMm7cOP78809GjRolbpO7du3CwMCArVu3CsPfsWPHhLVuxYoVVFVVkZ2djZubG8eOHePjx4/Y29vz48cPrKysePz4Md3d3dy7d4/Kyko+fPhASkoKDQ0NmJqa0t3djby8PG5ubpiYmFBaWoqDgwO6urqoqqpSX1/Px48fGT58OC9evKCnp0dczPLz80WoefLkyeLh3bubP3TokACx9OvXTwQ+N27cyG+//cahQ4cYPHgwJ06cIDIyEl9fXwwNDamsrCQsLIyEhAR27NjB1atX6enpQU1NDRsbG3R1dZGRkeHy5ct4e3sLHsaWLVswMjLCy8uLQ4cOCdTt27dv0dfXR0pKio0bN+Ls7MyjR49E0DskJIQTJ04wevRohg8fTk9PD/b29sTHx6OgoEBdXd3/Hbzk5eV3ZGVlISkpibq6Ov369RN7ZTc3N7q7u5GQkODKlSscO3aM/Px8JCQkcHJyQk9PD319fVHb6R3/9HKTHR0dkZCQQFpamsbGRtFLraurQ1dXFy0tLfHm7j0JS0lJYWBgQH19PWvWrEFXV5f8/HwaGxuRlJTEwMAAFRUVkYp2c3MT/dPo6GgkJCRITEwUYzl1dXUePHjAhAkTKC0t5fr168D/aeTevXvH6NGj8fT0xN/fH1tbW/r3709jY6OQPjg6OrJ8+XIkJSUpKSnB2tqaP//8ExUVFebMmcPgwYNRV1cXt//w8HCam5sxNjamtbVVBKk8PDxobW3l69ev4kEhJSVFZGQkHR0dzJw5k6amJr58+SLCJwYGBjg7O9OnTx8GDhxIc3MzAwcOZOLEiSxbtozLly+zdetWUlNTsbW15e3bt2hoaLB79260tLRYv349U6ZM4cGDB8yYMYP8/HwUFRWFZ3vixIn079+fgIAA2tvbWbhwIWpqaoSHh+Pt7U19fT2DBg1CWVlZSCESExOpqKgQ6NreJPPly5eZPXs2ZWVlwks8YcIErKys8Pf3x8DAAGtra3p6emhsbERDQwM5OTny8vLIzc3l3Llz3Lp1ix8/foh91datWykoKGDbtm3k5OSgo6PD4sWLSU5OFjSht2/fkpmZib29PbGxsVy8eJHW1lZyc3MpKysTp+ra2lquXr3K33//TVlZGSNHjiQ/Px9JSUkkJCTEiN/Ozg4VFRWSkpKIjo5GQUEBPT09MV6Pj4/nl19+obi4GGdnZzZt2kRBQQHTp0/nzp07PHr0iOnTpzNy5EgmT57MsWPHhGIvNjaW1tZWBg4cKPb2s2bN4suXLyIlfPfuXfz9/SkrK8Pd3Z2wsDA2bNiAtrY2Tk5OWFlZUVNTw65du3B0dOTo0aM8f/6coUOHsmjRIm7duoWdnR25ubksWLCAjRs3Cjb0tWvXiIqKory8nODgYKysrHj9+jWfP38WSF1nZ2csLS3Jy8vjzZs3+Pj4cPfuXVHHrK+vJzU1lYyMDHbt2oW1tTV//PEHgYGBApKzceNG/vvvP+zt7Wlvbyc7OxsJCQn27t2LvLw8379/F/5nRUVFxowZw+TJk0VqV1JSEjU1NZSUlDh16hQvX75k8ODBJCQkoKCgwMqVKykrK+P79+8kJSUJ+9bgwYNFuKcXY3vt2jX69++Pp6cnLS0tBAYGoqWlhaurKydOnODNmzdC/WhqaoqMjAxWVlaijlhbW4uLi4uo7fUa9iwsLIR4Jjc3FxMTEwIDA0XlbPjw4VhbW6OjoyNCla9evUJeXp6EhASOHj2KvLw8Tk5OKCoqCr5C70OgsLCQe/fuoaSkxB9//EFqaiqysrI4ODigqKiIt7c3EhISjB8/XuR2DA0NhWikl9LV6x4oLS3FzMyM+Ph4xo4di6amJtra2nh4ePD69WusrKzIy8ujpaWF0aNH4+bmJmpSxcXF/Pz5k5qaGry8vNDQ0KC1tZU+ffrw6tUrdHR0hITlr7/+IiEhgbq6Oqqqqli2bBm1tbXU1taSlJSEvr4+AwYMwN7enqioKO7cuUN1dTV2dnaEhIRgamoqpoNycnJkZ2czYcIEAgIC+O+//4R0pLy8HElJSSQlJUlJSaGwsJC0tDSKioq4ePEiZmZmDBw4kIsXL/L48WMhDnnx4gUaGhqcPHlS1GXb29upqKjAzs6OmJgYvnz5IrJLHR0dvHnzhjlz5ogm0+DBg4VGWUZGhs7OTnR0dITis7dSampqiq2tLX5+fjg4OFBWVoasrCzW1tYEBAQwevRovLy8GD16NGPGjKG9vV2seDQ1NamsrKSqqopRo0Zha2tLdnY2UlVVVTt8fX25e/euCCjdvn2bd+/ekZGRwfHjxykvL2f27NmUl5eza9cucnNzhYasvr6e06dPi9MqwIkTJ7Czs6OxsZGXL19SVlaGmpoahw8fZsyYMfz48UMkfHshCm1tbZw6dQo3NzcKCgqQkJDA29ub1atXC0H4nTt30NDQoL29nVGjRhEYGMjly5cxNjZmxIgRVFZW4uTkxM+fPwUhp7i4mKqqKmJjYxk7diwhISG4ubnh4eGBlJSUGKX39PQwffp0XFxcmDlzpqBL5ebm4uTkRGRkJLdv3yYiIkIAV5qbm7GwsKC7u5vu7m4ePXrElClTcHJyEoamIUOGsHLlSurq6jh37hzy8vL89ttvQgna1dWFm5sbrq6u+Pr6kpOTIyoLd+/epaCgAIBLly4xadIkEhIS2LJlC/fv38fCwoLhw4cLgtK4ceME8jMnJwcZGRnU1dUF5au+vl6cupOTk3ny5AlTpkwhJiYGCwsLnJ2dcXR0xNPTk+PHjzNixAiSkpKYO3cuHz9+FOG//v374+rqioSEBGpqavj4+PD06VMcHBz4+PGj2Ev+9ddfZGZm0tDQwNu3b/n8+TPq6urU1dWxe/duDAwM0NXV5ejRo7S0tKCnp8f48eORlZXF2dmZyZMnExoayqxZs/D09OTZs2fcvHmTmpoaysvLkZGRwdbWFmdnZ4KCgrh06RJnzpyhvLwcW1tbgoODKS4u5ty5c1haWvL333/T1dVFUlISu3btYtCgQezYsYNnz54xZMgQ5syZw6xZs5CTk6O9vZ19+/bR3d0teuzfv3+nsLCQ/Px8Wltbqamp4a+//iInJ4ezZ8/i7e2NlZUVmzZtIiMjAx0dHYqKipCTk0NVVZXBgwfj6+tLXV0daWlp6OrqEhERQXFxMfLy8nR0dLBmzRqGDx/OihUr6Nu3LyoqKkJru2XLFoqLi5k3bx579+7F19eX6upqTExMaGxsJCQkhLq6OoyNjfHw8GDv3r3Y2toyY8YM/ve//7Fu3Tr69etHTU0NDx48IDw8nFu3bmFubs6GDRvo7u5GTU0NOTk5ZGVl+fPPPwVbPjExUfRig4KCxM7T3t6e6OhobGxsxKqml2LYe0tydHTk9OnTrFixgubmZoYMGcK9e/eQkJDAysqKBQsWEBgYyL59+9DR0SE4OBh9fX3BPdDR0UFHR0fAO3R0dMQhZ8KECbS2tiItLU1gYKBIAfe6qeXk5Jg/f77AyY4YMYL09HQMDQ15/fo1jx8/prOzk0OHDnHgwAEUFRW5f/++OBD0XiweP36MlJQUy5YtE/XRwsJC/vvvP0aPHs3+/fv55ZdfxAi21yzm6OiItrY2JiYm1NTUsGrVKqSkpMjLy8PGxgYlJSVxGJswYQLv3r0TcpZe+t3mzZsJDw9nwYIF2Nra8vnzZ1JTUyktLSU+Ph4PDw8aGhrEZ7OiooKvX79SXFxMY2MjUVFRDB8+XChIlZSUxOUkNDRUWAFbW1sxNTUlLCwMbW1tVq1aRXJyssiBHDt2jEWLFrFnzx78/PwoLi7GxsZGkMAcHR0pKytjypQpNDU1YWRkxOHDh8VqrKc1AqVOAAAgAElEQVSnB2VlZe7fv4+xsTFZWVk0NTXx9OlTtm3bJnbtAwcOFE2SsWPHsnTpUiIjI9m/fz+XL1/m48eP5OXlUVBQQE1NDX379sXHxwcbGxsSExNZuHAhqqqquLu7Iysry6pVqzh8+DC///47kyZNYu7cuUyePJl169YRFBREVlYW5ubmzJkzB3NzczZv3sy1a9fIycnBz88POzs7QkNDUVRUpKWlBQsLCxYvXoyioiKampq0t7eLivDTp08ZOHAgz58/JzU1lc7OTrZt24aTk5Oo1QYEBHD79m2ho25vb+fJkyckJydz584drly5QkBAANeuXUNCQoIBAwbQ1tbGli1bkKqoqNjRO//Pzc3FwMAAeXl5CgsLkZKSIioqSlBqHBwcUFFREUnyZcuW4eHhwciRI3nx4gXXrl1j7NixIhRWXl7O+fPn2blzJwcPHsTFxYURI0bQ0dGBlpaWSNT2Bm7S09NJTU3F0dERfX19EhISyM/P59SpU0hJSSEvL095eTnDhg0TcvaCggLi4uLQ19cnOTmZ+vp6dHR0RG85JycHTU1NHj16xMCBAxk9ejRDhgyhtbVV/F9nzJgh2NuRkZE8ePBABCP69++PtrY22trajB49moMHD5KVlcW6deuIj48nNDQUHR0dcYPu7u4mLi6O+fPnc/78eVxdXbl//z6JiYm4uLjg5+fHkiVLePbsmYABGBoacuHCBTGWa2xsFAlRJSUlFi9ejJGREYsXL6a0tFSkLTU1NbGysuLUqVMYGxujrKwseODjxo3DxMSEO3fuYGBggKmpKS0tLaxcuZI1a9aIbn0vJS4jI4ObN28Kh3GvatPf35/du3fT3d3NxIkTef78OZKSkoKZrKqqyuXLl9HT02PatGnChjVz5kzU1dXFFKU3uBgeHs6cOXMEsrC8vBxHR0c+ffpEUFAQ8fHxLFmyhKSkJL5//05GRgaamppUVFQIOtLu3bvZuHEjV65cITMzk7lz5yInJ0f//v1RUFCgvr6exMREsrOzOXHiBB0dHRgZGZGZmUlTUxM9PT28fv2a9vZ2kpOTCQ8P59u3b4Jp3Rt0cXR0RE9Pj9LSUrq7uyktLcXV1RU/Pz/Mzc158eIFpaWl6OrqcuLECcrKyggICKCxsREJCQmMjIzQ09Pj77//Jj4+HldXV+rq6pCXlxc3+x8/fnDgwAHGjh1Lamoq+fn56Orq8uPHD8rLy8Wucvr06fz555+sWLGCw4cP09XVJfjYz58/582bN+Tk5Aht7OLFi4mPj2fatGloaGiwZMkSLl26JPSHdnZ2JCUlUVNTg4SEBGZmZvj7+1NXV4ehoSHnzp3DxcVF8LhLSko4duwYly5d4uHDh1RWVjJr1iwMDQ1JSEjgxYsX4j0zadIkkpOTSU1N/f8dSvPy8ti8eTMJCQk8fvyY7OxsSktLBY2vqqqKSZMmERcXx/r164mPj2fevHkUFRWxf/9+NDQ00NPT4+XLlxgYGPD777+zbNkycnNzqaysZOXKlfj6+qKurs6NGzdwd3fn7du3+Pn5YWZmxv379+nTpw/q6upcu3aNZcuWiUpfR0cHBw8epKysjL179/Ljxw/i4uJEeDEvLw8rKyuMjIwAOH78OHp6ejg5ObFz506uXbvGq1evOHz4MMHBwRQVFTFo0CAWL14sbr3Jycmkp6dz5swZRo0axeLFi/n3339xdXWlpqaGZ8+eYW1tzaZNm1i/fj3d3d2CcqapqUlZWRkWFhasXbuW7u5uDA0NmTx5MgoKCnz+/BkrKysuXrwoVK779+9n1KhRWFpaChXqjx8/yMnJwdDQkMuXL4tu99y5c1m5ciVDhw5FS0uLL1++YG1tjZGREba2tkhJSdHc3IyJiQmvX79GWlqanz9/Mm/ePIyNjdHQ0GDlypUMHz6c/Px8ARjat28flpaWXLt2jS1btrBo0SJsbGz4/v07AwcO5MuXL+jo6AizoY+PD3/++Sf//PMPVlZWNDQ0EBsbKyYwtbW13L59m8OHD9Pa2sqjR49ob28X8p8FCxaQm5vLmDFjaG5uRkdHhylTplBdXY2cnBzm5uY8ffqU0NBQsrOzGTlyJEePHmXt2rVCdfro0SNmzpzJ5cuXGTRokCAeTpw4EWlpaZSVlfn111+prKxk06ZNKCsr8+effzJz5kyKi4txcXEhIyNDyFq0tbXJyspCSkqK3377jcmTJ/P+/Xs+fvxIcXEx4eHhtLe3U1VVxZs3bxgxYgRmZmaEhYUxZswYfv78SU5ODs3NzUgdOnRoh7W1NaWlpSK5+vr1a4qKiujo6CAqKgpNTU2ioqJQVFSkrKyMTZs20bdvX8HrNjAwoLOzEykpKYF5TEpKQldXF29vb86dO8e2bduEC7h3/xAeHi5uXNbW1uTn56Opqcnz589F6tXd3R0tLS3q6+tRV1cXXlkPDw8+fvyIkpISrq6uyMjIYGlpSX5+Pnp6ekJZ1tPTQ01NDR4eHkK9qa2tTVVVFY6OjkhLS2NoaEhcXBxz587lr7/+on///qirq9PZ2cmTJ08wNzcnOjqa+Ph4pk+fLtR2d+7cQUpKitbWVuTl5bG0tERSUhJlZWX69euHl5cXc+bMETIJQ0ND9uzZg62tLUVFRcJV+/PnTw4dOkRTUxO//vqrwMFmZGRw7tw5Fi1axOvXr/n58yeHDx+mvLycmpoafHx8hMO4paWFkpISjIyM+PjxI1FRUbi7u3Pz5k38/f2Jjo7m7NmzPH/+XAAT2tvb0dXVpbOzk1OnTjFx4kRUVVW5f/8+z549w9DQEAUFBdTV1fHz88PJyQltbW2MjIxwcnLC1dWVu3fv0tbWhqSkJB0dHejr6/Pp0yemTZtGaWkpbW1tTJw4EVNTU6Kjo2lpaaGqqgp3d3cePHggupfa2to8f/4cU1NTPn36RG1tLfLy8qxYsYKvX78K7WpqaipVVVVcu3YNVVVVpk6diqqqKhcuXEBSUpLY2Fj09fWZNWuW2MnJysqiq6tLS0sLPT09TJo0SdxK4+PjcXR0pKSkhLKyMuTk5PD39+f27dsMHToUIyMjwsLChAbw27dvjBo1itjYWKZPn8727dtZsGABxsbGHD58mNOnT4tO+a1bt8jMzERFRYW2tjZu3LhBZGQkgYGBtLW1sWPHDnp6eti2bRv/+9//yMrKoqenh7S0NLq6ukR/HcDHx4eSkhJKS0vJzc0lOjqaJ0+ecObMGYKCgrCxsSEzM5O2tja6u7v58uWLwDDm5+ezevVqpKSkuHbtGhcvXhRfNufPnxcHxZs3b9LW1kZCQoJAWMbHx2Nra4uVlZXw1xsYGGBkZERUVBQXLlwgMjKST58+0dbWxsyZMwXZKSMjAwAFBQWys7PR0tLi1q1bqKiokJiYiIyMjLgRl5WV0d7eLiQ7N2/exMfHh+3bt5OXl8eLFy/Ee+z79+9s2rSJ+/fvIysry9SpUyksLCQyMpLTp0/T1NSEtbU1NTU17N+/HxUVFYqKinB3dxfQGE9PTwoLC7l58ybq6upkZWWRlpaGv78/q1evJjU1lcePH+Pm5satW7cEoczFxYUxY8YIrkFSUhLu7u7Iy8vz5csXNmzYQHJyMhoaGowaNQp1dXUuXryIrKwsLi4uREdHi9CWqakppaWlFBYWCnKfjo4O+/fvR0JCgo6ODn777Tf279/PqlWrkJeXp66ujpUrV+Lh4UFnZyfJyckMGjSItrY2Ojs7KSgoEKAeFxcXpKSkRCWpsLCQ58+f4+DgIHzNvXKmyspKrK2tkZaWprq6mgULFhAbG8vIkSOFfENLS4umpiaMjY1xd3fnzJkz/PfffzQ0NJCWlsbEiRMxMDDgl19+wc7OjkOHDvHgwQP69++Pn58fQ4cOpbq6Wuyiu7q6cHV15Z9//sHHx4eLFy+SlJSEs7MzmzdvFnrk+vp6Ojo6cHV1FRAYGRkZwe++fv06mzZtEhjX9+/fc+DAAeLi4ujTpw9jx45l7ty5RERECAPkmDFj0NXVJS4uji1btrB8+XLMzMyora3FwcGByspKfvvtNyoqKjh8+DA2NjaYm5uTl5eHt7c3cnJyeHt74+/vj6enJ11dXRw4cABtbW2GDRsmJiovX75ESUkJFxcXtLW10dPT48OHDyKLkZiYKBjmUVFRWFpacvHiRe7du8fOnTvJyMgQ2Oj+/fsjVVJSsuPatWsEBQUxadIkWltbhTowISGBxsZG1qxZI+QLmzdvpqmpCR8fH65cucL8+fMxMTHhzJkz3L17lz59+hAdHc2dO3f4+fMnUVFRXLp0iUOHDuHh4UFPTw+HDx8mICCArq4uYmJi0NDQ4OfPn9TX19PW1kZpaSmmpqYUFRUxa9YsRowYwatXrzAwMBBhl8DAQFGniI+Pp6qqCmtra0aNGiXEI25ubkRERODr64uBgQGfPn3C3d0daWlp1q1bx7Fjx6ivr6eoqAgnJydu377N69ev+eOPP/j8+TOjR48mMjKSkJAQpkyZgq6uLmvWrKGqqoqZM2fS2NhIQ0MD2dnZgqRz5MgRcSorKyvj+PHjrFixAnNzc+7duyd2T70A/K9fv7JkyRL69OnD9+/fhWHsy5cveHp6oqysjJWVFYMGDaKmpgZ9fX1R2VFWVqaqqkrITXphLB0dHZw9e1Z8kc6dO1cY0NasWcP27dupr6/nypUr2Nra4uXlxYIFC6iurmb16tWsWLGC58+fk5SURFFREV++fOHEiRN4eXlRVlbGL7/8go2NDffv36e6upqTJ09y5swZRo8eTXV1NUZGRqSnp1NZWYmvry+JiYlMnTqVa9eu8fjxY3R1dTEyMhIJ7F6qUu+euqWlhSVLlvDw4UPMzc2Fm72np4eUlBQUFBQICQmhpaUFNzc3vn//TnJyMh0dHaIr29LSQmVlJUOHDmXt2rVs3bqV6upqAWHp6uoSv49eRZ6srKzYyT9+/BgVFRXi4+NRUlJCWlqayZMnC6jLsGHDuHDhAgcPHkRBQYHAwEBkZGSYOHEiOTk5XL9+XXScu7u7BW502rRpVFZWCsTq2LFjOXToEH369OHgwYPk5OSInaavry/9+vUTSNaamhqMjY0xMDDg6dOn+Pv7c//+fTZs2CDGtQAPHz6ksLAQGxsbsc/u3d3Hx8dz+vRpgoKC+P3334XEobCwEE9PT96/f4+Ojg5eXl7o6elhamrK9+/fUVFREQYweXl56uvrUVFRoa6ujgsXLvD06VOCg4N59+4daWlpODg44OzszLNnzzA1NcXKyoqCggLc3NzIzs4mMTERPz8/Jk6cSGhoKJMmTeLHjx8sWLCAPXv2cPfuXeEzUFVVZebMmcyePZvo6GiioqJITU2lu7sbU1NTUlNT2bdvHzExMTg5OTF06FAGDhzI+fPn8fX1paOjAycnJ1JSUli5ciWdnZ1UVFSIMf+nT5+4e/eusNe5u7uLpO7atWtZunQpWlpazJgxg+7ubtatW0d3dzfh4eFISkoSGBjIsmXLOHbsGFeuXCEtLQ1JSUlycnKE0zg9PZ3MzEwaGxvR09MjMzOT6dOnc/78eWbNmoWMjAxVVVXo6elx5MgRIeYpKyvj/v37pKWl8fXrVx48eIChoSG9sKtHjx6hp6cnAlF37tzh8ePHIhdkaWlJcHAwsbGx6OjoCALj3Llz8fLyEnkFY2NjcVArLy8XzQIDAwP09fUFWOfSpUtISUmhoqLC1q1byczMZMiQISK0GBYWxvHjxwkLC2Pz5s3MmzePHz9+MH/+fOGQb29vx8PDA19fX65evcqNGzdE/khZWVngbQcPHszz58/x9/fnwYMHvHnzhilTprB9+3YsLS0ZNmwYr169Eha15uZmvnz5Qv/+/Rk3bhwTJ07kx48faGtrk5OTw/v375GWlqampgZVVVUmT57MsGHDOHfunMiWGBgYYGxszNChQ3ny5Ing9g8aNEgEkt+/f09aWhpubm6EhYXR3d1NWloaJiYm5ObmMmfOHDHC79XSBgYGcuTIEXx8fNi4cSNz586luroaT09PcZjrhWbV1dWJIOPDhw/x8vIiIyOD06dPI5Gfn9/z5MkTioqKCAgIoK2tjalTp4oPkJaWljgpe3h4kJKSgrq6Orq6ulRVVdHZ2YmGhgYJCQnMmzePiIgIZs2aRWNjIzY2NigqKrJ48WI8PDyELvLbt28YGhoyatQoQkNDWbVqFdevX0dKSgo1NTUWLVpEXFwcly5dYsaMGWhpafHt2zd0dXUpLS1FTU2Nd+/e4ezsLMIHurq64hTi5OREamoqffv2FSlqXV1dVFRUxCnn5MmTjBkzhoiICEFO27dvH9XV1dja2pKTk8PgwYPp7u7Gx8eH3Nxcuru7cXR05MuXL/Tr14+GhgYyMjKwtrYWH6ZeIL2trS2enp6cOXOGyMhI5s2bx/r162loaGDEiBHcvn0bMzMzWlpaMDc3x8/PT/Qc7e3tGTduHMHBwTg5OSEvL09paSlz5swRqfj4+HiKi4vx8/PD19eXy5cvk5mZib+/Pzdu3KCqqkoIK+rr62lqahJThfDwcA4cOEBTUxP19fXs3LmTrq4uvn//jry8PAcPHkRWVpb379+LL1ovLy9OnDjBb7/9RmlpKbdu3SI8PJwXL14wYMAAwXq2tLTkr7/+4sGDB9TW1jJjxgwuXrxIT08PRUVF+Pr64uvrS2RkJBYWFtjZ2QEQFBSEnp4eDx48YOrUqdTX1xMTE0N9fT1Lly7l3r17dHZ20tzcLCY8vXagKVOmYGVlhZqaGs3NzdTU1KCiooKurq54L/beLkpKSgQYoqurC2VlZdzc3Fi7di3KysqUlpaio6NDSUkJZmZmdHd3C19uSEgIe/fuxdraGoDRo0cTFRXFw4cPRUe9s7OT5cuX4+Xlhbq6OvLy8mzYsIHW1laqq6uRl5cXvPrev7s3Z6Grq0tYWBhDhgxh9uzZbN68mejoaPz9/Vm1ahWHDh3CysqK/Px80tPTOXHiBDdu3KCkpISWlhY6OjrE7nb69OlindL7p7e33tzczIQJEwAElMXAwICjR4/S1tYmkshaWlpcunSJpUuXMmbMGOLj4+nbty/h4eHY2NiI18fd3V1U1aqqqpg8ebIY43V2drJu3TqGDx9ORUUF27ZtE8KN3p8zYcIEOjs7mTJlCgcPHhQPu14gECBGuL193Pr6evLz85kxYwZFRUW8evWKkSNHiv3ztm3bKCgooKysjLS0NKSlpQkNDWXo0KHi4lBXV4eMjAyVlZUEBwczZMgQ8vLyRIgV4Ny5cwIwkpeXh5OTE6GhoXR1daGpqSkmIIMHD8ba2pqYmBisrKyor68nKSmJ4cOHM2TIELHfNDExISUlhY8fP/L06VO0tLTo7OxkzZo1KCsrExcXR0lJiVgp9u3bl69fv6KsrMzz58/x9PQEYPny5Tx9+pQTJ05w4sQJioqK2LFjB7Kysly/fp23b9+SkZEhxDU+Pj7ittuLxLS3t6dv375CYWxra0tISIgIr3V1dXHo0CEMDAxYtmwZKSkpYq1x+vRppKSksLGxEUHEqqoqqqurcXBwEGKfxYsXExoaKi5lJ0+exNfXVzRoCgoKePnypQg6JyUl4eDgwO3bt5kwYQJdXV3MnDmTR48e0adPH5qamoSuuXeaZGhoiI2NjUApz507l7Nnz9LT04O5uTn5+flYWFiwcOFCmpqauHXrFg4ODrx8+ZJZs2bx4MEDbG1tkZeXp7OzExcXF3p6eoTWVUpKCgkJCc6dO8ewYcOQlZVl48aNAijj5uaGvLw8ioqKQvurrKwsMlNJSUli1TVlyhRu3LjB6NGjMTIyEjW0/v37c/ToUfr06SOAWW1tbaxfv16AeLKyspA6evToDhUVFSwtLamsrGTkyJFMnToVLy8v6uvrCQgIIDMzk+HDhzN+/HiGDBkiRgS+vr4oKCigrKzMtm3b0NTUxM7ODg8PDyQlJfn+/TvNzc14eXnR3NyMu7s7X758wdTUFEdHR1avXs3r16+F0N7Lyws3Nzfs7OzIysrC3t4eGRkZQemxtrbG1dUVIyMjoqOjmTNnDs7OzixZsoR3795RVlbGgAEDmDJlCkVFRdTW1uLt7Y2SkhLz5s0T3G9jY2MaGxu5d+8e6urqpKSkMG/ePKKiohg/frw4Sb97946SkhLk5eVRVlYmLy+PuLg47t69i4GBAW/evKG0tJTa2lpOnz5NbW0tHz9+pKWlBXl5eRYtWoSBgQE3b97EyckJPz8/rl+/TkREBA4ODhQUFNDW1iYe0NOnT+fQoUMAJCQkoKKiwogRI/D39ycnJ4fCwkK8vb3Jy8sjJSWFiIgICgoKiI+PZ/z48ezdu5eSkhImTZrEwYMH6enp4cCBAyQmJiItLU1iYiIZGRkkJCQwbdo0fv/9d8rKyjhz5oyo86xevZqenh4eP34skrW92YOHDx/i4+ODt7c3jY2NXLp0iUWLFhESEoK7u7uA6MvJyREdHY2DgwNv3rxBVVUVAA0NDdLT0zl58iSvXr0ScJLeMVxAQADNzc28fv2aNWvWICcnh7KyMjExMYLkNHDgQK5evcqtW7eIioqira0NdXV1WlpaeP/+PeXl5RgZGTFy5Ei2bt2KpaUlkZGRXL9+nT/++IP379/z+fNnEZT6/PmzIIR1dnZib28v+OBTp04lJCQEOzs7vnz5wsCBA2ltbUVOTo63b99y/vx5YmJiePHiBcuXL8fHx4d79+4xevRoMWYODw9HU1OT9+/fi4ZEWVkZxsbGos/5+fNnGhsbefjwIXZ2dsyePZsTJ05gaWlJWFgYWVlZdHd3ExYWRlpaGtHR0cJW1d7ejqmpKV1dXTg7O6OmpoazszORkZHY2dlx48YNQSB7+fIly5cvF7CQU6dO8fvvv4spx9KlS5GUlBS3VmlpaZHO1tDQoLS0lJycHNra2nj16hUSEhICNhQTEyP2rGVlZTQ1NYl0eq/ONSMjg8TERCwtLZGWlqaiooLhw4eLUXFjYyMGBgbExcVhbGzMuHHjyM3N5dWrVwQHB6Ours7Pnz+pra1FVlaWmpoaTp06JSAevb3puLg4CgoKUFZWJicnh6lTp9LW1sbSpUu5fPky6urqwoBnaGgoOA1VVVXMnj2bR48e0dnZyYEDB7h9+zbjx48XDAN1dXXc3NwEkENeXh4LCwtOnTpFVVWV0KPW1tZia2tLbm4uYWFhKCkpYWRkxL59+wgICCA+Ph53d3d27dqFs7Mz58+fp6enh4CAAHJzc4U0JCcnB2tra9TU1Jg2bRqLFi3C0tKSs2fPIikpiZeXF87OzpiZmSEhISHIZytWrGD27Nno6OgIfnhvXbV3SqWoqMjr16+prKwkNTWVgoICVFRU6OjoQFJSEltbW9asWYO8vDwpKSkYGRkRFBQkpD0eHh5CPNNr0tu/fz/19fW4u7vz33//kZSUxO+//y5qfkpKSgI2lJKSgrW1Nenp6ZSXlwNgYmIiyGyfP39mx44dZGZmYmdnh729PTdv3uThw4ecOXOGoqIioqOjUVJSQkdHh7CwMNzc3Hj37h07duygvb2dyZMnM3DgQPz8/EhKSqK+vp7bt2+zZ88evn37hrOzM4sXLxYZLW1tbaysrMjOzhZoXHt7e8LDw1m/fj1z5szB0tKSmJgYpKWlmTRpEtra2ujo6PD161dKS0uxtrYmMzOTJ0+eYGZmRldXF7NmzcLZ2Zm+ffsKRWhVVRXS0tIib5WdnU1PTw/+/v7k5ubS0NCApKQk6enpNDY2oqWl9X+hs/LycvT09KipqeH79++4urqyYcMGxowZw8mTJ5k/fz5qamr06dOHxMREMRro378/ra2tPH36FDc3N/r168elS5dQV1dHQUEBExMT7O3tGTZsGC9fviQnJ4fg4GBKSkoIDQ1lxIgRjBkzBn9/f8E71tDQIDMzk6CgIK5evUpUVBQSEhJ8/foVKSkp4uLi2LhxI76+voSEhIhb7KVLlxg/fjympqacPXsWdXV18vPz+fTpE7GxsSIgZGpqyty5c5kzZw7jxo0TIyIrKysqKiqwsbER4YTAwEB2797NzJkzRYJXW1ubzMxMXFxcMDExoaSkROjXegEl//77Lxs2bMDc3JyMjAyOHDlCv379qK6u5smTJ6SmpmJlZYWmpib6+vp0dXWxe/dufv78SXt7O+vWrSM7OxsNDQ3xkK2ursbb25va2lrKysropdMlJiZSXFxMUVERFhYWPHnyRNxEhg8fzsOHDzl48CB5eXmMHTuW9vZ2fvz4gaurKyUlJeTm5tLZ2YmMjAzR0dEMGzZM+KPb29upra1FTk6OlJQU9u/fz4kTJ/jw4QOTJk1CWVmZr1+/Cn9yV1cXEhISKCgosHDhQh49eiR60cHBwVRWVpKUlMTnz58pLy9nz5492Nvb8/37d0pKSqioqOCXX35h//79KCgoiA/RmjVrxAFBX18fRUVF/v77b1auXMmmTZtoaWkhLCyM8vJy/vjjD+zs7MjMzERBQYG2tjZ6enqorq7G2NgYExMTxo0bJ0J9vaMyXV1dBgwYQEREBGVlZSgpKfHff//h7+9PQkIC1tbWpKWlsX37dmpqagSsw8bGBhUVFdLT03n+/Lno+tbU1GBgYEBNTQ337t0TYcmXL1+Kz01kZCR//PEHfn5+tLe3c+DAAWxtbdHU1MTa2prKykrKysqEQMbOzk7sPXft2kV+fj4TJkxASUmJ8+fP4+joSG1tLdOmTePq1atCijBs2DCBlO0FflhaWmJkZMSRI0dITEzk+fPnxMTEcOPGDX7+/MmlS5eIj4+nqKhIJJJTU1NFYn3p0qWkp6cL0MO0adNoaGjA2NiYb9++8fDhQzIyMhg5cqTQ6iYnJ3P//n0ePXrEqFGj2LNnD+bm5uTm5mJhYYGOjg49PT34+Piwa9cuAYI5ceKESNj/999/IuPy6tUrBg8eLAJ0vcFQdXV1YU1gNHMAACAASURBVEFTUlIiKCiIv/76ix07drBixQqcnZ2pra1FTU2NkydPkpOTw5gxY/jll1+oqanh+vXrBAYGcuXKFYKCguju7sbZ2ZnCwkLh2+6lezU0NDBkyBDhnLaxsaGgoABzc3MAnj17hoeHB1ZWVsTExHDp0iXq6+vx8PBAS0sLX19fHj58yMKFC8VBrPcQ0Quo2bFjBydOnODkyZMsW7aMp0+fIisrK1znycnJYorg4uLC06dPxdpo6tSp7N+/n9GjRyMpKUlZWRlfvnzhxo0b1NXVMXjwYGEI3Lt3L+vWrWPx4sUEBwfj4+ODi4sLmZmZmJmZMXXqVIyNjZGSkuLdu3fcv3+fkJAQrl+/ztGjRwkKCuLr1694enoSFxdHQEAAOjo6eHt7M336dKSkpLhx4wYGBgZER0cLkldvLc7IyIi1a9eyatUqfv31VxEgXblyJRs3bkRKSooPHz4I4tzIkSMpLS3l5s2buLq6ijxQeHg4Q4YMIT09nZ6eHqysrDA3N+fUqVNYWVnx5s0bbty4IaalvdmF2bNni99hWlqaqDkrKCiwaNEiZGVlxVSk1/+wceNGFBQUBEXN3Nyc2tpatLW1mTFjBj09PcydO5c+ffrg7+9PREQESUlJ5Obm4unpSXp6Om1tbZw/f56GhgaePHnClStXhDHyw4cPggzo6OiIVGho6A4nJyeuXLmCpKQkHz9+RFlZGWVlZaGYTE1NFTfKXthIb8x/0KBB5Obm0tTUxIEDB9i5cycvX77kw4cPFBcXk5yczLFjx4SxqvcF7B0/NjQ0UFtbS1NTE0OHDiUhIYHKykrxM2bPnk1WVhaWlpYiPLVgwQKamprEnqyyspI5c+Zw8uRJUlNTef/+vbCfODs7U1FRgbe3N7Kysty9e5eKigrevHmDrq4uHz9+xNLSUvS9a2trGT58OPr6+jx48IDffvuN/Px8du7cydatW8WtSFNTk9u3bzNixAjx8PT29ubvv/8mMjKSNWvWMH36dDw8PEQl6+vXr2K/tGrVKhITE1FVVSUpKUnUlzIyMnBwcCAvLw9DQ0N0dHTQ1dUlNzeX/v37c/nyZUpLS7l9+zYvX74kKysLCQkJ5OXlWb9+Pbt27QLgx48fXLhwQUg+wsPDCQgI4OXLlzg6OqKuro6Ghoao0fXWfSorK2lpaaGuro64uDhiY2OZNm0aMjIyPH78mNraWlatWiWQiR0dHYLQNWrUKMrKyggJCeHx48eiMiUvL4+6ujqSkpKiSmFpacnatWvp7OxEXV2d0NBQ8eDr6upixIgRZGVlCTtVdHQ07969IzY2luDgYBYvXoyKigoLFy7k0KFDnD9/HjU1NSwtLTE0NBSjfwcHB+zt7WltbaWxsRF7e3tSUlKYNGkSampqdHZ2YmJiIloRlpaWJCQkcPbsWaKiokhOTsbR0ZHm5mbmzp3LlStXyM/P5/379/Tr1w91dXXBj9+xYwfFxcWsWLGCrVu30tjYyNq1awV1adSoUUyePFkQpxYsWICysjJZWVkMGDCA+fPn06dPH2JiYjAzMxMTrPj4eIyMjNDX1xd0sGHDhuHk5MSLFy949uwZ6enp9OnTh4qKCg4cOMDvv//O/v37MTIyYsaMGaLutX//fkELGzJkCIsWLRKHxra2NqGsVVNT48KFC8jJyVFbW4uuri6DBw8Wndva2lry8vLw9/fHw8OD8ePHc/PmTQoLCzEzM+Pu3bt4eHiQmZnJqVOniImJoW/fvgQFBQmG9o8fP9DU1GTZsmXExcWhpKREZ2cnbW1tzJ8/X5C9tLS08PLywsLCQrAE/Pz88PT0RF5eHj09PVxdXUV6urm5mYSEBIKDg5kwYQILFy4UNbYjR45ga2srwEsxMTEcP36cX3/9lYkTJ+Lp6SkCc72J8vDwcKKjo6muriYyMhI5OTlu3bqFs7Mz586do66ujrCwMK5fv87mzZspLy8nMTGRESNGICkpKdC/3d3dvHjxgsLCQrKzs0VNMCYmRhgEw8LC2LdvH69fv+b+/fu0traioqKCtLQ0BgYGaGlp0dXVRWVlJT09PUycOBF3d3eKi4tpaGhg4sSJHDhwgCFDhuDj48ObN2/49ddfqa2tJT8/n7Fjx1JQUICMjIwgoNXV1fHhwwfy8vIICAggJSWF8ePHk52dTVhYGAoKCly+fJn79+9z584dysvL2bhxo7ADAvj7+9Pd3S2+h0NCQlBVVeXp06f8+++/mJmZiRXgoUOHePr0KT4+PmRlZbFw4UJqampEv793PN/V1SWkTlJSUkRERIjVn4ODA7GxsRgbG2NnZyfgLFevXuXQoUPo6Oiwfv16fHx8iI+P5+HDh0yfPp2rV68KDWpSUhJ9+/YlJSUFU1NTPD09efr0KcXFxYI0d+fOHaytrbl27RrV1dUMGTIEFRUVBg0aREVFBTNmzEBWVhYTExNWrlxJbm4uixYtQlNTk7i4ODo6Onjw4AHy8vLs27eP6OhonJ2dGTlyJFVVVTQ1NVFRUUFISAhWVlbMmDFDBA7V1NSQkJCgp6eHBQsWUFxcjNSRI0d2JCQkkJeXR2trK8uWLSM2Npb3798zadIkcnNzqaio4NGjRxgZGYndSm8xPCkpiZKSEr59+4a9vT0DBw5k586dvHnzhri4OKFi/PnzJ93d3SxcuBBpaWkRjvL09KSgoIB169Zx7tw57t69KwrrNjY2fP36lUOHDrFz507a2tqYNGkSISEhaGpqcvr0aerr60lPT+fVq1eMGjWK6upq/P39+fDhA46OjowbN47Kykra29tpaGgQY82RI0fy7t07pkyZQnt7uxCf/Pvvv7x+/VooQvfs2UNHR4d4gQcNGkRsbCwmJiYCR/jmzRtBSduyZQv//PMPjY2NREREcP78eebNm8fhw4epqamhs7OT9evXExQUJKxAy5YtY/PmzZiYmFBVVcXZs2fJyspi5syZ/Pvvv8jIyDB16lSWLVvG6NGjefXqFYaGhnh4eHDgwAFSUlJYt24dUlJSJCYmcu/ePczMzCgvL2fw4MEYGxsLv3QveENPTw8TExMWLlxIT08Pef9PcN+LWB03bhz//vsv//vf/5CSksLExAQHBwcqKipQVVVl3rx5ohbUO4aXkJBAR0cHJycn7t27J7qRAwcO5O7du8jIyGBkZISioiLz58/H3NxcUMOysrLQ19dHTk6OtLQ0AHR1dUUf18HBgRs3brBnzx6GDh3KypUr6enp4fr163h7e4vDV0lJCTNnzmTlypWEhYWJulhvYGr69OkUFxejpKTErVu3SEtLw9DQEElJSYEirKiowNLSkqFDhwoJwKNHjwRS9u3bt9TW1hIYGIi/vz/Lli1j1apVfP/+Xez/rl69yrlz54iKimLGjBk4ODhgYmLChw8f2L9/P+PHj2fnzp3MnTuX+/fvY2trK76wb9y4gaurK5s2baK1tVXAV8LDw1m3bh0+Pj4EBASgpqaGnp4ee/fuFfWe4OBgAZiprKxk9+7dXL16lcrKSkpLS5GWlkZWVlZUoy5duoSenh55/080Ym5ujrW1Nb/++ivV1dWiR62rqyvwre/evePatWv8+PEDExMTAgICWLlyJWvXriU7O5vPnz8TEBCAl5cX169fZ/ny5UydOpXm5mbu3btHZmYm8fHxGBgYMHfuXLZv305xcTEZGRnCCNXb/+79fjlw4ABtbW18+PCB1NRUsrOzsbKyEjjRt2/f0tTURFZWlpju/fPPP+Tl5VFXV8fx48fJz8/n0aNHAlncv39/4Xy2tbWlsbGR58+fk5aWRnV1tcgLbNmyRQTcIiMjGTt2LP7+/nz69AkLCwsuXLhAUVER/fv359mzZ3h6eqKqqipunrW1tcJCN2DAAE6dOkVoaKiQTQwZMgRPT0/+97//oa2tjYqKCmZmZhgZGQk3wdevX5k+fTqpqan8/PkTTU1NEawMCQnh27dvQnl57tw5rK2tuXXrFrm5uRgZGYnwV28q3sDAgNDQUNLS0pgyZQpPnjyho6ODtrY28vPziY6OxsLCgqysLHJzc3n37h2enp7cuHFD9MjPnTuHh4cHhoaGPHnyhPb2ds6fP4+0tLTQclpaWqKurk5DQwPW1tasXLmS+Ph4njx5IngIb9++JTo6WtSKc3NziYyM5M6dOwQHB4v2R2trK2/evGHGjBlcuXKFv//+mz59+lBSUsLjx4+Jjo5GWlqa8ePHExoaipmZGf369cPAwABzc3OMjY05efKkUHIWFhaioKBA3759efTokchBdHR0CDrmnTt3CA8PJz09nYEDBwor48ePH4mMjGTFihW0tbVRXV2No6MjXV1dmJubiylvTk4Otra2aGhoMGvWLG7cuCHUqH379sXExITm5mZevHhBe3u7eL5mZmYSGxvLwIEDsba2FnAsqQsXLuzQ1tZm9+7dLFmyBBUVFeTk5AgNDcXOzo7q6mqkpaVRVFRk27ZtLF26VIycekXr/fr1Y+LEifTr14+wsDAiIiKYPXs248aN4+jRo6Ie4+fnR0xMDK9fv2bs2LGoqKjQ1dXF2LFj2b17N6NGjaKiooIJEyZgZ2fH6tWr2bNnD1u3buXBgwcCFNBrrOl1NveaZdLT05GRkaGlpYX8/HyGDx/Ohg0bxEOqoKCAvLw8lJWVKSkpwcXFBSUlJRGWOXnyJN7e3mRnZ/Pu3TshV9DV1WXJkiWYm5sLWUSv/crHx0co2BobGwUbtqioSPT/YmNjmTJlCrNmzSI7O5vVq1ezaNEi/vjjD3JycrCysuLatWuMGzeO4uJi5OTk8PDw4NOnT1hbW+Pt7c3nz59xcnJi27ZtDBgwAElJSV68eIG+vj7l5eX069ePwMBASktLGTt2LHfv3sXc3JwZM2Zw+PBhjhw5wrhx4xgwYIBwY/v7+4uds7GxMYGBgSQkJGBnZ8fDhw8ZNmwY+/bt49y5c7x//x51dXVUVVUxNTXl58+fWFhYEB8fz7p160hISMDExIT8/Hz279/P69eviY2NFVQ8XV1dNDQ0cHJyYvv27SgqKjJt2jQeP37Mxo0bBU+8F8cYEBBAcnIyUlJSTJo0iVmzZqGgoICFhQV3795FS0sLRUVFbG1txTSlq6sLgMePH5OUlISVlRWxsbHMmTNHwDSsra05ffo0NjY2SEtLo6KigqqqKrGxscjKylJXVycQt42Njejr66OkpMTly5cZOnQoDg4OHD9+nC1btojphoeHB2/evOHs2bP89ddfNDY24uLiwr///sv79++JiIhg3759lJaWUlxcLB5yy5cvx9fXl/Pnz6OhocGTJ0/Q1tbm3bt3aGhocPbsWaFO/fnzJ0OHDsXX15fc3Fzxb+/Tpw8HDhxg/fr1zJw5E3l5eZYvXy7Gv83NzWzfvl2MfidOnMinT5+4efMmR44c4ejRoxQXF9O3b1+BWP3+/TtbtmwhIiKCr1+/UlFRIW5Tzs7OfPv2jZ6eHq5du8a7d+9QVFTkx48fouIoIyODoaEhWVlZLFmyRPixy8vLRZ/5xYsXSEtLs2HDBubPn09VVZVIyu/YsYPFixczfvx4kfJft24dampqbNmyhdjYWFxdXXny5Ane3t5ISkoyfPhwgoOD2bhxIzY2NsTFxQk9qLy8vGilTJw4UYT0er+XoqOjWbduHREREfx/ZP33X8/9/8cPX9MeKk2ltIcoIkoKCUm2AxmRvTschwPHxziEt8N6H/Zh791BiY5QodBAO9p7T9Le9f3hfb4el/N7nv0FjVfPx/Nxv99u16u6ujru7u7Ex8czadIk9PX1+fjxIxcvXsTJyYmWlhaqqqo4efIk9+/fx8TERJgD/fz8hEehs7OT169fi5dyV1dXZs+eLcyAv//+O93d3eTn52NgYICioiK///47b9++ZfTo0cTExODs7My9e/dEBXDcuHHMnz+f7du3M3r0aAoLC5GSkmLp0qUUFxejpaUlPOTq6uooKSkJZeOuXbvETlhdXR1nZ2dsbW1RVlYmLy8PX19fGhoaMDU1ZciQIezdu5d3796xZs0aysvLsbW1xcHBAXNzc7q7u4WvOzAwkNLSUubOncvhw4f5559/SExMRFlZmREjRuDr68uiRYtQUVHB1taWrVu3IiUlxYoVK2hpaSE/P1+Q1oyMjBg4cCDDhw9n5cqVdHV18enTJ2pqahg5ciT37t0jJCSE/Px8Ro4cyaZNmwSZMCYmRkzBvn37xrJly4iJiUFeXh5HR0fRrnj79i3d3d28ffuWa9eu4e7uzunTp/n777+FUvb3338nMzOTrq4uEhISkJWVFa2J1NRUZGVlxQv+77//zoULF8QNfty4cSLo2dfXR0tLC+fPn6ewsFBAXCIjI/Hz8+P69euUl5fT0NDAhw8f8PLywtPTU7zMOjo6oqGhIb6HhoYGpN69e9enoaFBSkoKhoaGyMrKiiSo5PDIyMhAW1sbMzMzxo8fT0JCAoaGhsyePZvc3FxkZWUpLi5GWVmZlJQUKioq8PX15ejRo1RVVaGkpMSwYcPQ1tZm2LBh/Pjxg2fPnmFoaMju3buZO3cuxcXF6Ojo4OfnJz7I/fv3p7m5mbKyMoyMjGhubsbBwYH29naxZ6yvr8fR0ZHExESqqqpEYltRURFlZWU0NTWpqKjA3t6eJ0+eMGTIEF6/fo2mpib9+/dHQUGBadOmUVxcTG1trUhNSioZKSkp6Ovr4+joSHh4OA0NDVhYWNDW1saIESNobm5GUVGR8vJy4uLimDFjBi9evKCvr4/ly5fT0dEhUsBZWVnY2NjQr18/srOzqaioQEZGhs+fPzNhwgRUVVXZtm0bqampBAcHCwiLBJwREBCAioqKIHuZmJgIhaSWlhajRo0SIa/x48dTUVGBkpKScEpra2tTVFSEjIwMiYmJ+Pj40K9fP0aNGkVfXx+pqanMmTOHjIwMGhoaRMhOEhaU7GWbmprIz8/HxsaG8vJyLC0t6erqIiMjg6SkJA4dOoSLiwudnZ1UVVUhKyvLiBEj+Pz5M7Nnz0ZdXR2ABw8eMHbsWOLj4wWXuqurC0VFRb5//05dXR2DBw/m4cOH/H9/rV+/HhMTE+zt7Rk4cKDgKV++fFl8ZhoaGsSUwcXFhaioKGHTmjt3LgUFBbS1tVFfX09NTQ06OjpkZmbS3t7O7NmzCQwMpKioiKqqKvr6+liyZAkhISEoKChgbm7OoEGDGDt2LFZWVvz999+4uLgQFhZGS0sLo0eP5vfff0dFRUV8z69eveLRo0fo6OhQVlaGtrY2Hh4e4gC8desW3t7eBAUFYWVlRWVlJXfv3qWsrAx3d3d0dHSQkZFh48aNVFdX4+fnx+rVq2lra0NDQ0PgY79//05NTQ0xMTH09PQwceJEpKSksLOzQ15enmfPnjFx4kQ8PDzE99ba2ip48TIyMtjb29PR0SE6+WfOnBEvXZqammzcuJHIyEjy8vLIysrC1dWVpqYmDA0NCQ4Oprm5mcWLF9PR0cGwYcN4+PAh1tbWzJs3j97eXmJjY2lvb6ehoQFlZWUxhVFVVRUvTxkZGVRXV1NQUICUlBTGxsa0tLSQl5fHrl27CA0NpX///kyYMIHKykrx8tjR0YGenh7u7u709PSgpKQk6FpNTU0MGDCACRMmUF1dLZ4FJiYm+Pv74+3tjZubm+DIp6am8vLlS2pqanj8+DFeXl7k5OQIk1p+fj4KCgp8+/aN69evs3//fhITE4XnWcJnSE1NRU1NjXfv3jF//nwePnxIbW0tqamp4vb9888/09TUxK1btygrK6Nfv37Mnj2bpqYm4uPj0dbWxsLCgsjISJSVldm2bRsZGRmC2tbT0yNodRKOf0BAgGj56Orq0tzcLJ47EkVuQ0MDt2/fZty4cXz//p24uDh8fX25du0aVlZWSElJkZGRwdixY4XsycHBAQ0NDd6+fcvp06d58+YNjx8/Zv369ZSUlFBdXS3Cf5aWlmRlZXH79m0GDRrEmDFjWLRoEf369SM3N5dff/2Vx48fY2pqSmxsLNXV1bS3t5OUlISKioqg5/X19bF06VL27t2Lubk59vb24jOnra2NgYEBlZWVVFVVCaVva2urAPdIZEm6uroUFhZibm5OYmIiZmZmyMnJsXz5cj58+EBNTY148e/q6mLEiBG8efOGoqIi9u/fz927d9m2bZswaqWnp7N06VLq6ur4/v07a9eupb29nX79+tHX14e8vDw3btzg1KlTbNmyhd7eXuLi4nBychJT3qVLl/Lnn38yZMgQbt++TVtbG7NmzcLW1pba2lpGjx5Nenr6/3JcBw8e9LewsGD//v2sXr1ajIKioqKYNGkSCxcupKysTLw9Smbt9+7dE47oNWvWoK2tzcGDBzl69CjGxsb8/PPPjBgxAltbW8zMzMjMzBQpRg8PDzo6OmhpaWHBggVoamqirq7O7NmzKSkpYfbs2UKj6e3tzbBhw/j06RMODg6EhITQ1dVFYWEhtra2LF68mNDQUKGElKRIJexrJycnduzYga+vLz09PUL+Xltbi7q6OlOmTMHb25vRo0fT1NTE7t272bNnD76+vly4cIFly5ZhYmJCaGgoycnJHDt2jPDwcFpaWgQBKjQ0FH9/f/bv38+JEycICQlBX1+fYcOGERAQQFdXF4MHD6akpAQ3NzeUlZVpaGigpKQEf39/vn37Jrjkhw4dYurUqSKxLAnRpKam4u3tzYwZM7h27Rq//vorVlZWXLx4ET8/P549e0ZJSQna2tp8+PCBgoIC7t+/T2ZmJrNmzcLIyAg3Nze2b9+Ol5eXwEAmJydz7tw5wT6XrEZOnTqFqqoqEydOpLm5mbS0NEHOiouL48CBA/j4+GBtbU17ezvm5uY0Nzfj5+eHnZ0dQUFByMvL09DQwM6dOwGYPXs2BgYG1NfXM3fuXN6/f8+JEyfw8vLiyJEjAsDz6tUrioqKGDduHDU1NezatUvsrSS60507d6KhocHRo0e5f/8+qampuLu709HRgZOTE+vWrePvv//G3NycGTNmkJeXR0tLC/fv3+fgwYOkpaVRXFzM8OHDmTRpEocPH2bbtm3o6uoKX7hE5Xn48GHMzc3FDS0xMRF1dXXi4+OxsbHh6dOn1NTUMHnyZOzs7IiNjeXTp0/k5+eTkZHBs2fPqKqqYuvWrWhqarJ//36GDBmClJQUDx48oL6+ntraWrq7uxkyZAiFhYWkpKSwaNEigZqU1OuioqJISUnB2dkZLy8vUlJS8PHxEeCSrq4uPnz4QHZ2Nrt27SIqKgoHBwcxkj106JDwPAcGBlJRUSECc6dOncLNzY2//vqLiooK9u3bx4EDBzA0NKSsrIy6ujqRmJ85cyYfP37E1NRUGIVycnKQkZHB398fLS0tzp8/j5qaGg4ODtjZ2aGsrMynT58oLy/nx48f6Orqcu/ePSwtLZk+fTpqamrihlpYWCjMb/Pnz+fYsWPMnTuX3Nxc9uzZg4WFBZmZmSQmJtLR0cGpU6cYOHAgX758ET/PzZs3UVRUZMuWLfT09BAbG0toaCjbt29n1apVfPv2jUePHqGrq0toaChJSUns3r0baWlpcnJyePbsmViLjBw5EkNDQ1xcXCgsLKSyspL09HTc3d1JSUlBT0+P2NhYdHV1mTp1KkVFRWzevJm///6bJ0+eUFFRgYeHBydPniQ7O5vp06cjJydHbm6u8FFLpnySfe3Fixc5ePAgbW1tREZG8ubNGzw9PVm6dCkpKSl4eHiwYsUKnJycWL58Oc3NzXz69ImMjAx6e3v58OEDKioq7Nq1i/fv3+Pl5UVoaCjBwcGi+piYmIiDgwPGxsaMHj2a4uJili9fTm9vL1VVVbi6ulJeXk5XVxdtbW1s2bKFp0+fEhUVxe+//05CQgKWlpacPXuWL1++YGZmJoKEhoaG6OvrM2HCBLG2mj17Ng8fPiQ3Nxdra2vs7e1Zu3YtwcHBxMfHo6ioSGtrK1u2bGH48OGUlpYyYsQIampqhJ/92LFjdHZ20tvby/jx47l9+zbKysp8+fJFpNYTEhKEKKm2thZlZWUOHDggyGceHh6ihePj48N//vMf5OTk8PDwQFFRkT/++ANNTU3Gjh3LyJEjWbx4sUixW1lZUVVVxffv38XFcvjw4Xz9+pWEhATB4F+9ejW6urrU1dVx8uRJnJ2d6enpYevWrbx9+5b6+nqGDRtGcnIyWlpa6OjooKKiwrBhw3B3dycuLg53d3fOnj1LQUEBY8aMQToyMtLfyMiIgIAAvn//LsZS8vLyyMjIcPbsWXx9fUXpPzs7m66uLpqbm8UHfefOneTl5XHs2DEuX75MZWUl8+bNIzs7m+3bt3P16lUmTZpEQUGBKM/X19djbm7OkydP8PPzQ0FBAVlZWd6/f09ycjKamppISUmJ3UVycjJycnL4+/uLdOnixYtZsGABQUFBKCsro6enx9GjRwkMDGT79u24urry+vVrDh8+zJEjR7C2tsbCwoJt27bR2tpKU1OT4PzGxsZibm7O3bt3sbS0xNTUFBkZGbq7u/Hx8UFeXp6kpCTKysoYMmQIs2fPpqenB1lZWerr6xk+fDi1tbVIS0tz8uRJMXaRkpJiwoQJlJWVsWTJEpqbm1m/fj1bt27Fw8ODpqYmZsyYQU1NDR8+fGD06NH069ePly9fYm5uztOnT5GVlcXe3p4LFy5gY2PD/PnziYyMFIAOPz8/pKSk8PHxoaysjKlTp6Krq4u8vDza2tqibmBsbExmZibjxo0jNzcXBwcH+vfvj4uLC5cuXSI/P59Ro0axdetW1NTUOHLkiCCISbjaN2/exN3dHTk5OaHgrK2tJS4ujs7OTmJiYpg1axZv375l5MiR3Lp1C39/f5qamoiNjWXLli2Ehoby5s0b0SMPCgqivb0dPT09pkyZgpqamng4SWp1FhYWNDc3c+rUKaytrdm+fbtQksbExAjIibe3N7///jtaWlrsXpipJQAAIABJREFU2LFD2J6cnZ3R09MTlcWUlBQWLFhAb28vJ0+exMjIiI6ODnFb37dvHwALFiwgIiKCT58+8eeff/LPP/9gZWXF6NGjOX78OLNnz8bOzk7sHnfs2MHcuXNpaGigra2N9vZ2GhsbycjIwMjIiPT0dGbMmMGPHz+QkZFh0qRJFBYWoqysTFlZGba2tkybNo3bt2+TlJSEs7Mz0tLSzJs3j6ysLD5//izWNjk5OaKWk5CQgKKiIk1NTdja2lJYWMiwYcMYMWIEHz58EFx4Ly8vFBUVcXZ2prW1lfT0dG7dukVbW5vYgerq6mJoaMixY8cwNjZmx44dyMjI4Ofnx65duwRj/PDhw9jY2HDhwgXevXtHXl4eRkZG9PT04OXlBYCRkZEgSH3//l0k9iVe6Y8fP+Ls7CwqTpLKksTQFR0djbm5OZaWliQkJODt7U1fX5/Y8TY0NKCurs6ff/7Jzp07sbW1ZcCAAdTW1rJp0yYmT56Mk5MTkZGRREREiMBTbGysUFPW1NSwY8cOXF1d6erqYtmyZXR3d7N8+XKBaJWTk8PPz4/379+Tnp7O4cOHOXXqFBs3bqS1tRV/f39yc3OJiYnh06dPYm9eUlLC8uXL0dfXp6KigpEjR+Ln58exY8c4cuQIOTk5lJeXs2vXLlpaWlBQUODly5ekpaXh6OhIW1sbmzZtwt/fXziR29rakJOTIzw8nJ07d6KoqIiBgQHnzp1DVVUVJycnLly4wN27d4mLixOZh+/fvwvKWXV1NS9evMDS0pLY2Fh++eUXtm3bhqysLHJycnz8+JEhQ4awZMkSEZiaN28eDx8+5Ndff2XGjBmMGzdO3IoXLlyItbU1X79+Zf78+dTU1NDa2kpQUBAFBQW8e/dOiEJOnz7N48ePGTNmDMePHycqKgpvb29u374tQEh1dXUkJCRgamrK7NmzBRWzoqICOTk5AgMDMTU1ZcSIETQ0NJCZmcmqVaswNzfn/fv3zJkzh3Xr1nHo0CFsbGxwdXUlKiqKyMhI/v33XxQVFXnx4gUWFhYitHzhwgWmT59OU1MTT58+JSsri46ODrHKu337Nvn5+aLpMGDAAMzMzEQ2SBIgzMjIIDg4GFtbW1paWij6//jc//Of/3DkyBFxw+/o6CAvL4+FCxfy9u1b+vXrJ2BajY2NPH36VITOUlNT/6fX3Ldvn7+enh7S0tIYGRkRGBhIe3s7c+fO5fTp03h6ejJnzhwmTZpEREQE9+/fx9PTk/z8fN6+fUtnZydfv34lOjqawMBABgwYwIwZM7h8+TKenp6kpaWJ0XpVVZXo/71//17chvr168e3b9+oq6sTjuKdO3fi5ubGpk2bCA0NRUVFBVdXV5YtW4aFhQV5eXlERkYK1uqtW7d49uwZe/fuZfjw4QIQsHz5coqLixk1ahRmZmacPXuWWbNmkZKSgru7OxUVFZSWluLt7U1SUhJKSkpYWVmxbds2cnNz2bhxIzU1NVy+fBkbGxsuXbpESUkJ4eHhFBUVcfv2bfLy8rCysiI1NZVp06YxYcIEnJycBBqzX79+ZGVl8eHDB9HBjYqKQklJSTCYXV1d+fz5s9hJ5eXl8fz5c9LT05k+fTqqqqr8+PGDpUuXkpuby8SJE5k7dy6nTp0SdSxtbW3xTyGRsw8fPhx1dXU8PT159+4dBQUFKCsrIy8vj6ysLE+fPqWrq4tRo0YJl29AQAAPHjwQo+IxY8awbNkylJSUWLZsGWpqaqipqaGoqMj9+/d59uwZO3fuFDYjDw8PGhsbBWM4IiKCxYsXEx0dzdu3b/Hx8eHjx4+cOXMGRUVFdHV18fX1RVlZma1bt2Jra0tNTQ1Lly5l5syZ1NbWUlFRQUtLC4sXL2bKlCmEhoby7t07ERT7+eefyczMpK6ujr1796Knp8e7d++4c+cO6enpYp987do1Xrx4IT43kmS4JBgjSZb/+PFDjOmVlZX56aef6O7uRl9fn7S0NN6/f8/u3buxs7MjJCSEWbNmYWVlxaZNm3B3dycyMpLTp09jZGREcnIy7u7uyMvLc/XqVXEoxsbGiqZBTEwMBQUF1NfXc//+feFtlrQolixZwsGDB0XNxMvLi5UrV7J06VJ8fHyoq6tDSUlJoGAl3mQJq/nWrVu4ublx+fJlZs6cSV5eHqdPnxYvm5IRa3t7O58+fUJNTY24uDji4+M5cuQInZ2dqKqq4uXlRVlZGaamply9epWMjAwuXbrEiBEjALC3txf1HknNpa6ujpSUFB49ekRsbCzu7u4iZDZjxgwWL15MXl4eZmZmODs7o6amhp6eHtbW1mIaZ2ZmhqOjI6qqqqxZs0aMxpOTk9HX1+ft27fcu3cPFRUVGhsbWb16NZMnT6axsZG+vj5cXFwwMzNDU1OTn376iZkzZ/L8+XNUVVUZMmQIs2bNYu7cueTn5xMWFkZ0dDT3799nzZo1LF68GC0tLQ4fPsy1a9fIz8+nvb2d+fPnc/PmTeF2f/36tZBE5OfnM3v2bEJDQ7l8+TKDBg1CQ0ODw4cPo62tzaNHj3j06BEuLi5cuXKFgQMHoqurS25uLnPnzkVKSoqBAwcKbWh7ezs3btygvr6ex48fM2HCBIYMGcK5c+dYsmQJd+/e5dy5c3R0dHDp0iUsLCxE0OzmzZuiHuTk5ERYWJi4pBgbG2NnZ0dmZiabN28W/y8jRozg33//paioiEOHDvH582dKSko4d+4cPT09ODo6kpycjIeHh3jGT5kyBS0tLRYsWEBtba0g5NXW1rJz505Onz5NR0cHZ8+e5aeffmL37t0sXLgQQJAVTUxM0NLS4tixY6Snp1NZWYmqqiodHR08evRIZFo2b97MuXPnkJOTw9LSkpCQEGJiYujo6EBbW5u7d++KqYuysjKBgYHY2dnR3d3NtGnTSE5ORkFBQbR9SkpKhKtBTk5OtGskTIKgoCAGDhyIra0tc+bMQUFBARkZGeEFmD17NpaWlowZMwYzMzMGDx4sDGKSPj3AgQMHqK+vx8bGBikpKfbs2SOkKC9evGDChAmcPn2alStXoqmpib6+Pnl5eYwbNw4nJyekx4wZ4x8WFsaYMWPIzMwUCXAJZUdDQ4P9+/fz5s0b5s2bR3h4uDjw2tvbcXNzE31kZ2dnqqur+fTpE66uruTl5XHv3j1KS0uF9UiiQXz48CHV1dXil9Dd3c2KFSvEGMPKygo3Nze+fv2Kg4MDK1euJDk5mdGjR/PTTz9hZmZGU1MT58+fZ//+/YwaNQpdXV0aGxt5/PgxGhoaYuSxd+9eUlNTCQkJYdKkSRQVFbF371527NjBH3/8QUdHB35+fowePZqRI0dy9uxZYmNjiY2NFbW0iRMnkpGRwd69e9HQ0GDAgAE8fvyY3t5ewsPDOXPmDJs2bSI1NRVra2uWLVsmEHR2dnYYGRnR0tLCokWLaG5uxtzcnMjISHp6enjw4AFz587l5MmT9O/fn7t376KgoICioiKbN2+mvr4eHR0dbGxsWLRoEcrKyqxatYovX74I8IZkV1xSUkJiYiJTpkzBxsaGy5cv4+vrS0VFBSYmJjg7O4su4cWLF/Hy8qKmpkYk2A0MDNiyZQvv37/n7NmzLF++nIiICDZt2sTHjx8ZOnQogwYNwtzcnLy8PFJTU9m+fTvFxcW4u7tz+PBhenp6uH79OkpKSqipqfHt2zfmz5/PrVu3iIqKYvXq1UyZMoX4+HgxMhowYACHDx8mJiaG3t5eNm3axI8fPxgzZgx3797Fzc1NMLzLy8tJSEjg06dPpKWl0draSmlpKfLy8lhaWlJdXU1AQACDBw8mODgYe3t7Hj58SGNjIw8ePBB+7urqavFAGz16NImJiUyYMAFpaWlB8Pv27RuOjo48ffqUvLw8Udlyd3cX3nPJW7uJiQnXrl2jtLSUuLg4zpw5w7Nnz1i3bh2BgYH89NNPvH37FjU1NRwdHTl9+jRbt26ltrZWWL6ePXvGq1evWLx4MQ0NDQKmcfHiRTZt2oSenh4JCQkMHjyYN2/eMH36dCZOnIi1tTWVlZWEhIQIXru2tjYxMTG8fPlS1OIkgcq+vj6mTJlCXl4eSkpK3Lp1i/r6epSVlZGVlRXgCMkDLygoiLt37zJ8+HB6e3vp378/ysrKtLa2CvdxRUUFsbGx7NmzB2dnZ549e0ZsbCxpaWk0NDRgaGjIH3/8wZ49e/D390dHR4fy8nJhZ5PYj6Kjo2lvb0dDQ4MxY8ZQX1/PgwcP2LNnD52dnSxatEikupubm0VVrLa2lhs3buDu7s6JEyd4/Pgxtra2FBcXIysrK9onZ8+e5enTp/z000/o6+sLtaqjoyNDhw5l4sSJYuepra1NRkaGmFocP36cEydOICsry7JlywgJCeHNmzds2bKFsLAwzpw5g5eXFxUVFeTn59PY2IiPj48QF0l435LbvcQuFRgYSG5uLhoaGlhYWAgHwMePH6mvr2fIkCEYGhrS1dWFs7Mz8+bNo6WlBUdHR3799VdcXFy4e/cuO3fuxMvLi3Xr1jF+/HjmzJlDfHw8J06cQFFREU9PTxobG5k4cSLTpk0TSODc3FzGjh1LTU0NHR0dNDQ0cP/+fczNzRk3bhwnTpzAzc0NJycn9PX1cXd3F/KjoKAgPDw8+Pz5Mz4+PlRXV+Pt7c2TJ08YPXo0JiYmfPjwgcbGRq5fv46GhgYFBQUYGxvz/Plz7O3t0dHRwdnZGYAZM2ZgbW0tiJGS4OjgwYMFI2DlypXIyMjQ0NDAx48fWbBgAadPnxaXkIKCAuTl5cVnqqamhtLSUjw8PHB0dGTbtm28efOGf/75h3Xr1rFgwQJ0dHTQ1tYmPz+f06dPC6hLRUUFO3bsYNCgQeKS4uDgIFYfCQkJjBo1irVr1xIfH8/79+9F115eXp76+npGjx4t4D1aWlokJSXx9etXwQDJysoS6f958+bx559/kpaWhqurK0+ePKG5uRlVVdX/jcQlgSnJg3r+/Pn069eP69evs3nzZnJycgSzVUNDg66uLmpra/nx4wc5OTmsWrWKxsZGbG1tBSrU1taWGzduEBQURE9PD93d3fj6+nL37l20tbVRU1OjubmZc+fOIS8vz9ChQ9mxYweamppERESQnJxMcXEx0dHRTJs2jczMTGGHKigo4PXr14wdO5aff/6Z58+fo66uzpo1a4iOjubEiRP8+eefXL58GVVVVXJzc9HV1eXAgQMiJJOWliY6nH19fYSEhPDu3TsePHjAkiVLxIg1MDCQ48ePi6mAiYkJmzZtQl1dnbKyMrEjunfvnhjTRkREMGPGDLS1tXn+/DkKCgrCiXzx4kUmTJhATU2NCOa0trYycuRI1qxZw+TJk0WX9+rVq0RHR4sgSVRUFA8ePGDFihVUVlairq6OnJwcr169YsOGDaSnp+Pk5ER3dze//fYbU6dOZdy4cdy+fRtTU1NevXrF2LFjuXfvHnZ2dqSkpKCtrc2uXbs4ffo0LS0tfPnyhcLCQqqrq5GXl6elpYWgoCAyMzO5fPmyUO9Jam3l5eUkJiby559/8uPHD3Jzc1FTU6O8vJzg4GABQtDS0gJg1qxZZGdnU1JSwpUrV6irq6O1tZWuri4BH3j06BF6enrMmTNHpHslNZ6HDx8yZ84c0tLSmDt3rtAXpqamMnToUExMTAgLC2Pp0qVih+fp6cnnz5+ZOHEiM2bMYOHChZSUlPDo0SPRq9fQ0EBWVpbIyEiqq6uJj49HSUmJXbt2sWfPHk6ePMmjR4+YNm0afX19XL58GQMDA/744w/S09NFl1RWVpb4+Hg2btxIR0eHqI9YW1vj6enJ27dviYqKEof0nj17GDRoEAcPHiQ7O5uenh4MDAwwMDAQB3Z4eDhTpkwhMjKS8vJy5syZQ05ODnPmzCE/P58xY8YwdOhQOjs7uXHjBt3d3axdu5ZTp06JcM/8+fN59eoVAQEBXL16FV1dXTw8PIQ1zc3NjdjYWNra2ujt7SUnJ4eNGzfi4uLC8+fPefXqFevXr8fX15ezZ8+SkpLCgwcPiIiIwNPTExcXF0EBa21t5e+//xZj+J9++okjR47w/v17/P39GT58OPfu3WPr1q3MnDlT1DSNjIzYt28fmzZtwsbGRmg96+vrOX36NEFBQdy4cYPjx4/T0NBAdXU1jY2NyMrKcvfuXTIyMsRY29LSkgkTJnDv3j127dpFXFwcgwcP5ty5c2hpabF69WrKy8tJTk6mu7sbf39/9PT02LBhgxgz+/j4EBgYiKamJl1dXaxdu5bx48czYsQI/vvf/+Lo6Iibm5uwGS5dupTly5ejp6eHk5MTZWVlfPz4kbS0NCZMmCB+/1OmTEFaWho5OTmuX79OYWEhAQEBeHl5sXPnTmRkZHB1dRVVtZEjR+Lt7c2dO3dITEwUVVglJSU2bdqEoqIily9fprS0lIsXL4oXR8lzu6ysDF9fX2JiYti7dy/S0tJcuHCBuro6mpqaaG9vx9jYGAsLC+GylrgjKisrBe/7zp07PH/+nMGDB/PixQvy8/MFYzshIUG47EeNGsW5c+cYMWIE7e3tSElJoaSkJKx9hw8fxs7OTrDcu7u7WbBgATt37mTv3r34+vqiqamJn58f5eXlZGRkCKthcHAw169fF5XhKVOmsHv3bh4+fEhGRobopuvo6DBr1izWrFlDdXU1lZWVLFq0CGdnZ9LT08U+ft26dXh6euLk5MS8efP47bffMDExQUVFBRMTE/Ly8oiOjhbilf/+97/MmjWLkpISTp8+LcxkHz9+FF16fX19zM3Nyc/PR0pKitTUVFJTU2lpaWHNmjWMHj2a7Oxspk2bxvDhw7lx4wY///wzPT091NfX097eTk9PD4sWLRJrx/T0dFauXPk/0pm9vT0WFhY4Ozvz6dMnhgwZgqamJg0NDaipqbFgwQIUFBTQ1dXl0aNHog5ga2tLbGwsw4YN4+PHjxQVFTFgwADU1dVRVlZm1KhRFBcXo6ioSFdXl6hI3b9/HykpKaSkpJCRkUFaWhodHR1CQkLo7OwU6cARI0ZQWFgowOiSvmpQUBApKSm8fPkSZWVlVFRUePnyJaqqqmRmZqKkpMRvv/3G/v372b9/P/b29igqKoqAhby8PLt37+by5ct0dnYyduxYurq6mDRpkkgIW1hY8Ndff6GjoyOqGbq6utjY2Ih9rsQrnZycTE1NDcbGxgK6UlhYyNevX0lPT+fbt2+oqanh7+/P0qVL+eeff3BwcMDf35/JkyfT2dnJ+PHj8fPzY9q0aUhLS1NWViaIPpJE76tXr3ByciI/P5/jx48zdOhQxo4dy5EjR7hx4wYvXrwgPj4eAB0dHX777TcsLS2RkZFh3Lhx9O/fX6BJJaO4ly9fihuKBNgyfvx4GhoaKC8vJysri40bN7JgwQK8vb2FYSkkJISWlhYWLlyIrKwsBQUFYizv5eWFjY0Nvb299OvXDz8/PzQ1NQkLC2POnDnMnTuX1tZWYmNjSUlJoampieLiYqytrcnOzubcuXNcv36dt2/fIiMjw5cvXwgJCeHJkyds2rSJKVOmYGxszOvXr/n8+bOgzAH4+vqSnZ3NH3/8QUtLC5s3b6aiooKCggLRt01OTiY4OJhJkyaJnnpvb68gh2VmZtLb20tkZCRFRUVoa2tTVlbGlStXuHr1KlevXkVDQ4N3795RVVVFWFgY3t7epKen4+3tzYcPH7CxsUFaWprXr1/z48cPLl26xKFDhwgICCA+Pp7JkyeLXu6KFSuYMmUKly5dQkVFhdWrVxMUFERCQgJTpkyhurqanJwcfvz4gbq6Oq9evSIoKIhRo0aRn59PSkoK58+f55dffiEiIoKQkBB+/fVXvn//zoQJE4iPj2fdunVs2LCBhw8fcvDgQb5+/cqcOXPo6enh2bNnJCUl4ejoiKenJ0lJScyfP5+YmBgePXokZBelpaVCSKCjo8Pbt2+Fce3du3ecOnVKuAQUFBSor69HXV2dkSNHsmrVKiIjI+no6KCmpgYzMzPxglhQUEBERAQ3b95k6tSpxMTEEBcXR25uLiUlJTx9+lSEXUeNGkVYWBhz585l4sSJ/Pvvv+jp6dHT04OxsTHJycnU1dUBiM+ERAP8+vVrrly5gpeXF2fPnsXJyYmamhpRX9q+fTvTpk1DVVWVAwcO8PXrV3H79vHxYdq0aUKb+e3bN8aOHcuKFSs4e/as8BZnZGSwdu1akbiXZHHKysrQ1NQkOzub1atXM3LkSAAqKyvR09PjypUrmJiYoK6ujoyMjNAwvnr1iv/+979MmDCBUaNG0dLSIlY/ysrKAl60du1anJycRJhSchhLcirt7e0sWLCAnp4eKisrOXTokJjM2dvbs3XrViIiIkTAs6ioiJycHOzs7LCxseHgwYOMHz+e/v37s2XLFlxcXMjMzBS4ZUl1cvbs2WJqJukfJyYmcvXqVdLT05GXlxfY176+PtTV1ZGSkuLjx49s2rSJsrIyVFVVKS0tFZCgpUuXkpiYSElJCUFBQQwaNIjg4GCSkpIIDg4WHWgjIyOuXbtGWloaw4YN4/v371y8eJHe3l5CQ0NZtGgRAQEBzJs3jzdv3jB+/Hi6u7u5efOmkIesXbsWGRkZ2tvbqa2tRV5enu/fv/P27VsKCwtF9bmlpQUDAwMmT57MwIEDaWxsREdHB0tLS2prazEyMuLMmTPIysqyevVqJkyYwKBBg9ixYwcJCQls3LiRlJQUkY1JTk5m3Lhx9PT0kJGRQUJCgqjRFRYWYmdn97/Ufnl5eZ++vj7/v181NTVER0cLSH57ezsGBgZoaWkxYMAAOjs7+f79u3gwSW7bEvD58+fP8fDwEEpAR0dH4uLiUFdXR1ZWFikpKbKzs9HQ0KCtrQ0zMzPB9lVSUqKoqIja2loGDhxIbW2t6FUXFxdjaGhIcXGxOIwSExOxtrZGQUGB5ORkUe3q168fxsbGyMrK0traKvaPkoS3rKysIF8ZGxvj6upKamoqTU1NosZkZGQkxr+Sg1hyqCUnJwvX8tevX/n06ROZmZnMmTNHVC0mT55McnIy4eHhGBkZ0d7ejrS0NC0tLQBkZWUBoK6ujq2tLRMnThQ3q4iICJSVldHS0iIyMlJQpiTay/DwcKysrLC1taWzsxMTExMaGhqEPL6hoQEpKSk0NTWJi4ujsLAQAAUFBfEA1tbWxt7eHicnJ9TU1DAzM6OwsFCwcCW7mFWrVhESEkJ5eTkDBw6kq6uLgoIChg8fTkFBAdra2igoKBAeHs6+ffvQ0NCgpqYGV1dX8vPzkZWVRUtLi7KyMmpra9HU1KS5uVmsPLKyspCSkqKtrY3c3Fza29tRVVXl/fv3/3+fTYmjfPHixbS2tpKZmYmuri4JCQl8/PgRa2tr2traUFdXJzU1FWdnZ0pKSujs7MTS0vL/VV9SVFSkpqaGwYMHA4jk/9ChQ6mvr6eqqgorKyu+fPnC6NGjyc/PJyEhgeHDh7No0SLR15YoADU1NdHU1MTLy4uBAweK7EZeXh41NTV0d3cTFRXF9OnTGTZsGE1NTaJilJSUhJOTEyEhITQ0NBAfH4+CggLwP4jM6tWrxYM/NjaWr1+/MmzYMNrb29HV1UVGRoby8nKx9ystLcXY2Ji5c+eioaFBYWEhzc3NREdHU1ZWRv/+/QV1sLS0FEtLS3p6esREICoqCnl5ed68eQOApaUlxsbGdHR0YGpqytOnT5GTkxMQpZqaGoqLi5GXl8fe3h5paWm+fPlCbW0ttra2jB07loqKCrq6utDW1hZMa19fX2xsbLC0tERBQYGsrCwqKir48uULKioq4udSV1fHwcGBuLg47Ozs6N+/Pzk5Oejp6YmJyPTp0/n48aMQApmamtLQ0EBMTAwyMjJUVVUhJycniFUSc1d2djb+/v5kZWVhb29PWVkZANLS0nz9+lWYBI2NjcWhKkHfxsfHY2ZmRmpqKnp6egwdOpSWlhaam5vp7u5GR0eH6upqxo4dy+fPn1FUVKSvr4/bt29TVVWFpqYmMjIyDBs2jJcvX2JkZISRkRHBwcEYGxuL+mpDQwPW1tZoa2uTkpIiWBZpaWmYm5sjLy8vXAuSr9LSUkpLSxk8eDD//vsv06dPp7W1FWtra6qrq2ltbaWtrY3Xr1/Tv39/AYNSVlYWzwmAb9++MWLECDIyMlBVVWX48OHIyMjQ2dlJTk4OKioqSEtLU1hYyKhRo4iKiqKrq0vUMyXWutTUVBwdHXFycsLb25v4+HhUVVVRU1MTWZy//vqLpUuXiiS+m5sblZWVZGVlYWZmRnFxMadPnxZ2PSUlJXEZbG5uFpPTwsJCBg4ciJ6eHjExMZSVlWFtbU1RURG6urr8+PGD7u5u9PT06OrqEv8LSUlJWFlZYWFhwZcvXxg8eDBycnI8e/aM8ePH09PTIzCvWlpavH//HhUVFbE/l0ivJOjasLAw8VnS19dn1KhRZGdno62tjZOTE69fv0ZbWxtVVVUiIiKA/4l6JFksCQ0yLy8PaX9/f39JErurq4utW7cyfPhwAY2QzM67urq4d+8etbW1vH79mkGDBpGbm8svv/xCXFycoB5J6Dqampq8efOGuLg4odkrKirCw8ND7IYqKytpbGxk4MCBNDU1oaKiQlRUFOHh4QLGHxoaSnd3N/b29qSkpDB+/Hi2bNkinKVfv35FQ0ODI0eOYGZmhoKCghjLJCcn4+TkJEboAElJSezbt4/+/fsLg42BgQF37tzhy5cvpKSkoKioyLdv3zA0NOTHjx+kpaWhpKQk2NgrVqzg8ePHtLS0UF5ezrlz50Q6VjKKVFVVJTs7m2PHjjFw4EDgf77T27dvExUVJcJWsrKy+Pv7i9Gi5JAoLCxk6tSpZGZm0tTURFdXFz9+/MDAwABXV1fk5eXp16+fEHM8ePCADx8+oK+vT2xsLCYmJjg4OAgFYFlZGTY2NgJf6ePqmOEdAAAgAElEQVTjQ2NjI/v27cPY2JisrCzs7Oxwdnbm1q1bDBw4kF9++YWkpCSMjIw4cOAAtra2vHv3ji1btogXsfj4eJYvX053dzeNjY2cO3eODx8+iKS45ND57bffaGhoQEtLi4EDB7J+/Xpu3bolxogdHR10dHQQHh7OqlWrxAjT2toaGxsb8vPzxc1k4sSJODk54eTkREBAAM3NzbS0tLBjxw7OnDnD/v37MTAwYPPmzdjZ2TFo0CBWrFjBs2fPmDFjBu7u7gQEBDB06FDi4+PZsGGDuK2YmpoyaNAg5OTkMDQ0ZMiQISQmJrJ582ZMTEwEPrC1tZWysjJevXrF0aNHefjwIUeOHEFTUxMlJSX8/PwIDw/H3t6epKQk0ZCYPXs2R48epbi4GBkZGdasWcPx48e5e/cuY8aMISIigocPHzJ58mSBmpw3b55IyH748EGMEWVlZcXkRlNTk+7ubkxNTbl06ZKo0zk5OfGf//wHT09P0cN2dHTk8ePHGBoasm7dOuE4lhz0Q4YMIT4+njFjxuDo6EhnZ6eQfkg6/hERERgZGWFnZ8fevXtF//vQoUO4urrS29vL7t278fHxYfXq1YwZMwZ5eXkUFBTESuXnn3+mra2NNWvWYGFhwevXr/n27ZtIWZubm/Pu3Tt8fHx4/fo1SUlJ4iBRVlZm1qxZqKmpUVpaSv/+/TE3N+fff/9l8ODBvHv3TuzbZWRkkJGRAaC7u5vx48fz/ft30tPTWb9+PRs2bGDjxo0cOHAAV1dXnj59Kmp8knpTW1sburq64pAuLS0VtiwjIyPBzFdQUOD9+/dkZmaioqLC3bt3CQgI4OvXrzx58oSCggIBF8nPz8fOzo7U1FQByBg8eDARERFCw1lSUiJ68WlpaTQ2NtLZ2SkOuLFjx3Lnzh3GjRtHfX09EydOpLOzkw0bNtDa2kp+fj59fX2EhoYyfPhwTp06RVVVFdeuXRNNFgkDPjU1VWBq29raBN2wp6eHrq4unj9/Ll6ODh8+TGVlJdHR0dy4cYO//vqLO3fuEB0djampKQEBAcTGxmJra0tRURGrVq1ix44dvHjxAgMDA3799Vf8/PxEtU3y8h8VFYWLiwuPHz/GxcWFIUOGcPToUZKTk8UlRsLqnjVrFnJycuIlUWILlPx+JOu7wMBAxo4dK5TFEvSnxGH++fNnLC0taWtr4927dyxfvpyMjAw+fPjAuHHjCA4OJjc3l6qqKlxcXIiJiUFFRYXAwED6+vrIyMggMTGRxYsXo6OjI6Aqp0+fZsCAAQKKIkmAS6RU8fHxuLq6YmNjQ1xcnFgLSYyD7u7uGBkZYWlpKcKv0tu3b/dvbm6mpqZGmLjU1NR4/PgxK1asoKOjg4SEBPz8/HBwcCAmJoZ+/fpRWFiIgYEBnZ2d/Pbbb5w/fx5dXV0SExPZt28f+vr6bNmyhQ0bNtDY2Eh2drboU3/69EnQgCS3VAMDA0pLS2loaODEiRMcPnxYHGCrV68WS/mEhAT6+vqYNGkS4eHhYmTc1tbGixcvsLKyQk1NDUtLS6qqqoiJiUFRUZFz585RV1fHzz//jIaGBkuXLuXr16/079+fvr4+2tra+PHjB7NmzcLe3p709HTevXtHYGAg//d//4eTkxMuLi4oKioiIyMjYAeDBw/Gw8ODdevWUVhYyI4dO7Czs6O1tRVzc3OmTZvG2LFjAVi5ciVhYWFUVlaSmprKrFmzxMEuqXGYmpqK6pmPjw9hYWGMHDmSjo4OcVNJTk7m5s2buLm58e3bN2Hq0dDQEECaOXPmUFBQwMiRI0lOTkZaWprffvuNhQsXMnLkSKqqqmhubiYjIwNzc3Nev35NZ2engORs3LiRjIwMmpqasLKyQlVVlb///hs7OzsiIiIwNTVFTU2NmTNnCk/5vn37OH78OPX19URHRzNp0iRu3LiBvr4+AwcOxMHBgaqqKuTl5QWF7sCBA3h6euLl5cXnz5/ZtWsX375946+//iIpKYmAgAD27NmDtbU1U6dOpaCgAAMDA9LT07lz5w4WFhYiAVpXV8e8efNEDaO4uBhPT0/i4+M5f/48x48fx8LCgkGDBtHd3c2xY8dEp/bs2bNMmzYNJSUlgoKCCA4ORktLi0mTJqGqqoqLiwtfv36ltLQUKysrZsyYQVNTEyYmJqipqXH06FGkpKREQnbChAn09vaK2/jDhw9RUlJi69atXLt2jV9++YX58+dTW1tLdHQ0mZmZ7Nmzh6ioKBISEtDX18fX15eTJ0+Sk5ODgYEBDx48IDQ0lMmTJ7N06VLs7e2xsrLC2dmZmpoavn79iru7O9evXycmJgYzMzPc3NxEEtfY2Ji0tDShhzx16hSdnZ2cPXtW2IwMDQ2Jj49HS0tL0Jmys7MZO3asgDnU1dWxfv161q1bR0FBAcHBwWRmZlJTU0NdXR1PnjyhrKyMmTNnsnHjRhwcHMQBM2/ePJydnQkLCxP1l7q6Ourr6+nXr5+oOmpoaBAfH8/o0aO5d+8e2dnZnDhxgjdv3mBhYcH9+/eJi4sTobZXr14RHByMvr6+wMhKOP1nz57l9u3bhIWFsW7dOpSUlJgzZw4JCQksWbJEkMN8fX0F7Kezs5MnT57Q19dHZWUl379/JyMj4//1e3FwcBAvLd7e3rx//x57e3vCw8MxNDQkNTWVz58/s379eu7evYuPjw9paWmYmppib2/Prl27qK6u5vz581RXV7Nx40aWLFlCVlYWd+7cITg4GH9/fxYsWICFhQXW1tasXr2aAQMG4OnpiY6ODq2trXh4eFBXV4eGhobQPRoYGHDo0CHxd1m6dClPnjyhvLwcKysrdu3aRX19PRs2bEBWVpb169djaGiIiYkJV65cwdjYWAQHGxoaWLZsGTk5OQIXrKioKGBORkZGws71119/8e+//zJx4kRRI8zOzub169esXr0aaWlpAgICUFVVJSMjA3V1dc6cOcOrV6+4dOmSeKlLT0/n8+fPItwnqTfp6+tjZGTEjh07eP36tTCLSSQ5enp6Io8iUSx7enqKQ/jq1auoq6tTW1vLwoULMTExwdTUFHNzczQ1NcVad8GCBfz48UO0R3R0dPjw4QOKiorIycnx48cPJk6cyKpVq6ipqeH//u//GDZsGDY2Nnz58gU3NzeRJHd0dGTv3r1oamri4eFBfn4+gwcPJjQ0lNraWq5fv86oUaPIyckRyfxffvmFqKgoZGVl6enpEcFgaUNDQ//z58/zzz//EBISgomJCb29vVhbWzNixAi+ffuGq6srR44cobKyEj8/PyIjI0lISODKlSsCFVlbWyt+2AsXLogdxdu3bxkwYABfvnwhOzsbeXl5QkJCMDc35/Hjx0yePJn29nZKSkpEEjYvL4/t27fz4sULKisrCQwMZPny5Tx69Ijdu3fT0dHB7du3aWlpwcbGhv379wvQipOTE/X19WRmZgpZuZ2dHbKysjg6OpKdnU13d7fACm7fvp3w8HAcHBwEyauuro4//viDsLAwYmJimDdvHiUlJbx8+VIgISU1Iwmlau/eveKlRktLS/yTS7i5Q4cOJT8/n2nTpiErK8vy5csxNjYmMDAQWVlZLly4QGRkJNHR0RgYGGBlZUViYiIREREsWbKEL1++YG9vL96AAfbv309mZib3799n6NChhIaGsn79elavXi2Y2p8+fWLdunXk5uYKZm5ISAirVq1CTU2NsLAwnj59yqZNm8T+ZeLEidy+fVvUZHJzc1mxYgW3b9/m1atXDBo0CDU1NaEulJeXJycnB1VVVYyMjMjNzSUyMlJMRKZPny4QjG/evOHOnTsYGBigrq6Oi4sLNTU17N+/n+DgYDIyMnB2dkZTU5MbN24wdepUjh07xpMnT1iyZIkIDN68eZOsrCwh9ZCXlychIYEhQ4YwYsQIBg0axJUrV7CyssLExIQVK1bQ1tZGdHQ0vr6+REdHk5CQgLy8PD4+PgwePJht27aRnJzM2bNnqa6u5tGjR+Tk5DBv3jyxx7ewsEBeXp7q6mqam5uJiopi0KBBLF68mMmTJ/Plyxe0tLQoLS0VO1EJG33lypV4eHgwZswYDAwMmDp1KpGRkaipqaGtrS28xJMnT6aoqIiMjAzCw8NRVlYWkhrJHlBSkSwqKiI8PJyQkBAxvWhpaaGnpwc/Pz/WrVtHdXU1QUFB2NjYEBsby7179zA0NERDQwMpKSnWrFnDmzdvCAsLY+jQoUyaNAljY2NBgbOwsKC8vBx7e3syMjIwMDAQ66yMjAz09fVZsGABpaWlZGVlkZKSwosXL7hz5w5ubm60tbVRVVWFqakpM2fOREdHh4KCAvLy8vj333/JysrC1tYWGxsbxo0bR2NjI2VlZUhJSeHu7v7/UHXebyGv/x9/JG2VlLZKadFeJClCkWRklk22KOOYx8g4R86x48jIOWRGSYNIFBpSihASDZX2EqnvD5+r+7q+f4EuvXu/7/v1ej4fD2pqanB0dCQyMpKhQ4eioKDA/v37UVJS4tmzZzg6OgKQm5vLP//8g6OjI9++fePs2bPIysqyfft29PT0mDdvHpcvX0ZRUZHff/8dT09PjIyMGDZsGLW1tWzevJkbN24gISFBjx49CA4OZt26dRgbG/P9+3dRZU1OTsbAwIBp06bR0NBAUVEREyZMwNHRETU1NcaNG0dubi4uLi5UV1cjLy/P/PnzKSws5MuXL5SVlWFubs63b9948uSJuCRoamry/v17fH192bVrF9ra2kycOBFbW1sSEhJwdHQkNzeXLVu2oK2tzfXr1/nw4YPwsuvo6CAlJYWHhwfZ2dnY2dkxbtw49PX1uXDhAqtWrRI6zrt375Keno6KigqVlZWYmpqKWtbPnz+JjIzE1taWpKQkjIyMCA0Nxc/Pjz/++IPk5GS2bNmChoYGlZWVBAYGcvLkSfT09MjMzMTKyoqioiJxc+yuRBobG/Po0SMyMjLw8fERbZuCggISEhJobGykra0NLy8vbt++TWlpKdnZ2fz3338UFxczaNAgLC0tcXR0pE+fPjQ3N5OZmYmLiwsfPnxg1KhRmJubc+HCBVJSUigtLaWwsJCGhgZWr17NmzdvsLGxwdbWlk2bNnHo0CFyc3Px9fUlNjYWR0dH2traxCG+W1xz/PhxfvvtN1asWMGrV6+4c+cOPj4+zJs3D3d3dxQVFdm0aRPDhw9HVlaWpqYmsQ7pDgJ7enqira3Nhw8fqK6uxtbWFi0tLTIzM1m9ejWmpqbigDNgwAAqKytZsWIFI0eOpHfv3pw/f57AwEAk8/LyduzatYva2lqOHj0qEo4FBQX4+/szbtw4ZGVlRbL59evXREREMG/ePB48eMC+fftobm5m1apVhIaGUlZWhrW1NUlJSWIPpK2tLXzZMjIyYr83f/58KioqKCoqoqCggEGDBlFQUEBdXR0VFRWsW7dOPDDXrl3j999/p2fPniQlJSEpKUnPnj1RUVHB0tKSUaNGERsbi4WFBcrKyvz8+ZPJkyfj4eGBpqYmAwYMoK6uDk1NTXGrtrGx4fLly0hLSxMSEsL06dOJiYkhIiICc3NzysvLBVLQwsKCnz9/snbtWoqKipg4caLQE3abl+rq6hg1apQAFAwaNIi7d++yZ88ekpOTWbt2rQDZDxkyRHSDS0tLkZeXJzw8nCdPnpCYmIinpye/fv0SZLSJEyeKKsjIkSOpq6tj9OjRYr98/vx5mpqaKC4uJiUlhZSUFBoaGqivr6empkYgAktLS2lubhYvs4ULFwpBQbe9Kj09nbS0NCwtLSkoKEBNTY0LFy5gampKcXGx2CktXbqUN2/eiHHyr1+/hEw+ODhYpHZ79uzJ1KlTuXLlCsbGxhQVFaGjo0NKSgoqKirCAldRUYGmpiYZGRncuHGDXr16cefOHdrb2wXdKC4uDgsLC8HB/vHjBwBycnJYW1sjJSVFdXW1kHcEBASwa9cuurq60NDQID09XdCqFi5ciKWlJWFhYejo6JCZmcmQIUOIiIjAwsKCXr16oaurS2JiIhs3buT+/fvU1NQgIyNDdXU1Dx48YOrUqSQkJAhEZkhIiMBf9u/fn7dv33L27FnKy8s5evQofn5+2NnZiWxEZ2cnWlpa2NvbIysry6VLl0hJSSEyMhIHBwe+fPmCi4uLUGKmpqbS0dGBgoKCyGp0ByKTk5MFSlJaWhpfX19KSkrEbvLXr19C9qCqqoq0tDQnTpzg8+fPeHp6oqKiwvDhw+nZsydXrlzh3LlzYkwuKyvLqFGjOHPmDNbW1kRGRmJmZiaY1Xv37hVcfQkJCXR0dOjZsyddXV1C4Xrnzh2GDh0qft7Ozk6xL33z5g2xsbHMmTOHqqoqMca9fPmyQHU2NTVx7do15OTkKC8v58GDByLXERsbi7a2Nq9evaKkpIQJEyYwe/ZsFBUVOXv2LPPnz6egoEDszYcMGUJqaioVFRV8+/YNHR0dZsyYgZaWFqtXrxb40aqqKmHv2rx5MxMnTmT16tVoaGiIxPHMmTPJysriy5cv1NfXo6OjQ+/evcWHqXfv3ujq6goeRf/+/ampqaGhoUGsry5evIiMjAzDhg1j6dKluLi4YG1tTVxcHG/fviUnJwdnZ2fa29spLi5m3bp1wP9676dOnWLUqFH069ePpKQkFBUV0dXVZfLkydjb27N371727dvHrVu3+Pfff8X6MSIigj///JP8/HyUlJT47bffiIyMZNasWcyaNYvY2FghCaqurubgwYOMHTuWqVOncufOHdTV1Zk6dSqbN29GW1sbDQ0NYmJiMDU1JT4+Hjs7O9TV1fnvv/8oLCzk6dOneHp6Mnr0aKysrIiIiBBNjwkTJtDQ0CCkLXPnziUpKQkTExOePn2Kg4ODyBUdPnwYY2Nj6uvrcXZ2RkFBgfv37+Pp6SnQzRoaGgQEBAjATb9+/fD29mbLli1ERkZy+fJlnJ2d6dOnDy4uLlhaWqKjo4O6ujoAV65coa6ujmnTptHY2EhhYSGqqqrCDNaNZ5WSkgIgMjKSiooKMXntfkYrKiqwtrYWq5RBgwbh6elJ7969GTlyJLKysri6unLu3DlCQ0OJjY3F29tb5LUUFBQwNjamsbGRjo6O/4FT8vLy6OrqIiEhgY0bNyIlJcXPnz/JyckhIiKC7OxsLl26RH5+PiEhIezbt4+8vDxSUlIYO3Ysb968IS0tjenTp9PW1sbcuXNFmf7OnTuiL/vr1y8eP35MQUEBPj4+hIaGio/wzJkzKS0txcDAgNevX/P27Vt8fX2ZPXu2eNG6u7vz8eNHampqhLmntraWlJQUhg4diry8PL6+vowZM4YxY8Ywbtw4Dhw4QFZWFrGxsSQnJ3PixAkOHTqEjIwMhYWFGBoa8vHjR7Zt24adnR2NjY20tLQIrZuXlxd9+vShoaGBN2/eCEe1uro69vb26OrqMm7cOPz9/Tl06BAWFhYEBQWJ6cLVq1dxc3PD1tZW9BO7+8jGxsZi3dDY2EhsbCyAGHtHRkYybtw4EVrJysrCwsKClJQU2tra8Pf3Z9OmTTQ3N2NlZSXAJWfOnMHW1pZnz56JcXmvXr2QkJBgz549vHnzhqamJjw8PIiJieHt27fExcXx69cv7O3tefnyJfv27cPR0ZGlS5eKUGB8fDwyMjICnFFbW4uLiwsAxcXF9OrVi+LiYi5cuCB200+fPuXnz5/CkJSdnS0sOlpaWsTHx+Ps7Iyrq6ugtFVXVzNr1iwuXbpESEgIsrKy/P333/Tt25eQkBDa2tro2bMnLS0taGlpMW3aNK5evcrKlSv59u0bI0aMoKqqikmTJrFgwQKkpaUBCA0N5dixY+zdu5eNGzcK0ldnZye9e/dmz549uLu7C91nREQEM2fOpH///nz+/BkZGRlsbGwEj93GxgYzMzM6OzsJCwvj2rVrnD9/nnnz5uHg4EBubi5r164lKCiIiooKTp8+Lf5wGxoaUFJSYsqUKQwcOFCM6g4ePIi3tzcWFhacPHmSvn37oq2tjYGBATk5OWIi0LdvX7q6urC3t8fNzY0HDx4QGBjInTt3+Ouvv1i1ahUGBgYsX74cc3Nz4uLiMDY2RlVVFQMDA9TV1SkuLmbVqlU4ODiQlJSEvLw8VVVVqKiokJyczPLlyzE0NCQ8PFz8PpydndHT00NdXR0XFxdmzJjBkiVLaGxsZPz48Rw9epRBgwbh4OBAZWUla9asoby8HDU1NUxMTLh69SrXr1/n8ePH/Pvvv4SEhNDQ0EBBQQFubm40NjZy48YNRo4cKYKBP3/+JDAwkM7OTvT19fny5QvTpk3j/PnzvHjxggkTJlBfX09xcTE+Pj5s3ryZFStWCKPYtGnTyMvL4/fff0dNTQ1HR0eR/s/MzBS6z1WrVgmc6X///UdsbCxfv35lyJAh7N27FwkJCfLz8zl+/LhQ6YaEhBAbG8unT59YsmSJeC82NzcTERHB06dPkZOTY82aNUyaNIlz586JC01zczNlZWUikW5paSk+wN0j1Pb2dioqKrC1tcXa2pr6+nqsrKxwdnbm2rVrODg40LNnT3H774Y+aWtr4+7uTlhYmHjO1dTU6OzsFO9sIyMjjh07RnJyMo6Ojhw9epQNGzbw4sUL3r17x4QJE1i7di2VlZUYGRmRlJSEkpISXV1dfP78mZaWFhYsWIC+vj6qqqo8e/YMeXl56uvrWbBgAY8fP6ahoQFHR0eMjY0ZM2YMhw8fxtTUlJs3bxIUFMTRo0fFLTgnJ4fm5mZR+3r//r0wrx0+fJjy8nIcHR1RUFDA0NCQ1NRUIZF59OgRZmZm4pLU1dWFoaEha9asYefOnWhqalJaWsrVq1cFUbF///6iFVJVVUVNTQ2mpqYkJyfj5eXFzJkzGTZsGOrq6nR0dHDmzBn27duHnJwcubm5NDc3C3VuREQEurq6DB8+nNu3b1NSUkJkZCSZmZmsXLmSr1+/MnbsWLq6upg+fTqurq4MHz4cHx8fdHR0+Pr1K5cvX2bSpEmUl5cTFRVFYWEhly5dYsKECdy+fft/Ae9169btAAgICKC5uZn29namT58u+sJKSkq8e/eOW7duoaSkxNOnT/n+/Ttjx47F3NxchEmSkpKYN28empqa2NnZCaiBjIyMGMmuWrWKvXv3MnPmTCwtLblz544YHUVHR+Pu7o6+vj4yMjIsXbqUgoICioqKWLNmDaqqqsyYMYOePXsKh/OgQYNIS0tj0aJFvHnzhosXL6KsrIykpKSoIwwYMIBVq1bx+fNnCgoKWLJkCT9+/ODTp0+Eh4czefJkAgICmDVrFkOGDKGoqEigG7thIt3qxtWrV5Obm0tOTg5BQUHiZ33+/DmpqalcvHiR9+/f07t3b1xdXTl48KAgVXVbcmJiYv5fYOzdu3eMGzeOK1euMHHiRG7dusWnT59ITEwUgPnu9OLnz59FFeT48eP4+fnRt29fNm/ezIgRIzAyMmL79u28fv0aU1NTEhMTsbW1pbq6WrxA9fT0uHTpEq9fv+br16/8+eeftLS0EBMTg4qKinjwfHx8mDp1KsrKyjx+/JiamhqcnJyQl5dn+PDhGBgYcOXKFbS1tamvryc9PZ26ujo0NDTQ1dXFycmJGzdusGzZMsaOHcvdu3cZOHAg/fv3x9/fn9GjR/Py5UvxEjY2NmbmzJl4eHgwffp0Nm/eTJ8+fVi4cCH79+8nNzcXdXV1YWT7+PEj8vLyqKiokJmZybBhwygrKxMHKkCkxxUVFcXoUlVVlZCQEIqKijhw4ACZmZns2bOH169fExgYyPfv3zE2Nubvv/8mNjaWjx8/cunSJVE9mjx5MtLS0nz79g0DAwNSU1O5fv0679+/Z+jQoRw8eBBXV1ckJCSQkpJi6tSpeHl5kZaWxsmTJ3nx4gVTp05FRUWF8+fPc+TIEUxNTbl37x7r1q0jMTGRrKws4uPj0dfXp6urC0lJSb59+yZ6pDt37uTjx4+MHDmS0tJSQWTKzc1FQ0ODJUuW8PPnT+bOnYuPjw+zZ8/m8ePHHD58mJs3b2JoaCgsYYWFhVRUVIjaz8KFC5GQkMDc3JyGhgZMTU1RVVWltbWVX79+ERUVxf379wVO1tPTk4aGBo4dOyZobwUFBZw6dQpZWVkePnxIUFAQL168EB9Sf39/EhISWLp0KYMHD+bJkyesWLECGxsbCgoK8PT0ZNeuXUyaNImrV69SUlIiDmPdocmYmBh69Oghqj3jxo3D3t6e0NBQXr16JaAop06dYtmyZeTk5ODj44OdnR2lpaXCAT9o0CDhI1dTUyM+Pp5169aRnp6Orq4uvr6+ZGRkYGtri6enJ//99x81NTVCxKGlpUVzczM9evQgNTWVxsZG9PX1efr0qVhRdcsiSktLOXHiBMnJySQlJVFQUEBLSwve3t44OzuTn58vqlthYWEMGzaMV69eYWVlRVJSEtra2jx8+JChQ4fS1dVFdXU19vb2XL16FScnJxQUFFBUVOTFixeiyrhs2TJu3brFvn37WL16tfA3tLW1oaOjw5QpU/j69SuLFy9GRkYGe3t7EhISMDMzIzo6Gg8PD3777TeKi4uZPXs2kyZNQktLC1VVVZHDSExM5NSpU+Tm5tLe3s7KlSt5/fo1zc3NSElJ8fbtW1asWCE+eJmZmaiqqmJnZ4eZmRn5+floaWkJ1nZVVRXm5uZs2rQJZWVlUUHt378/NjY2VFdXC9f66NGj0dXVFYfqvn37ioPQb7/9xs2bN0VozNvbm4sXL2JsbMzEiRMZP348XV1d7N69m+zsbGRlZfnw4QM9evSgpKSEo0eP8ubNG7H3v3r1KmvWrEFTU5Ndu3bh6+srppt37tyhR48exMbG4uXlxbdv35CQkGDr1q34+vqipaXFiRMnyMvLE1VNQ0NDKisrxXSxqqqKyZMnIyEhQXNzs9AJ37lzh+/fv/9Pr/n777/v8PHx4ciRI0yePJm5cwZ5egIAACAASURBVOcycuRI0ZvT09MTkvSBAwdSXFyMt7e3EIC0tLTQ1dVFVFQUvXr1IigoCE9PT6qqqrC3txfd3du3b2NoaEhnZyfV1dUCjqGnpyd2dN06z169eiEjI8OnT58EW1ZPT4+xY8eKUUQ3otDV1VVUE9auXUtDQwPHjx9HSUmJ8vJytm/fjpmZGR0dHfTv358HDx6QlpbGtGnTePv2LaNGjUJDQwMPDw+cnJzEQ9N9o9LQ0MDb21uEXW7dukVbWxujRo2iqKiI8vJyRo0axdmzZzl9+rQgbAUEBDBt2jRev36Nn58fp06d4sGDB3R2dgpKUf/+/enZsyf//fcfa9euFXWbJUuW4OvrS2BgIObm5ixfvpyEhARcXV3F2LJXr15IS0vT2toqOoX9+vUTthtfX1++fPlCXFwc586dIz4+Xuz9JSQkCAkJ4ciRI9y+fZvBgwcjLy+PpqYmjx49YsSIEWRmZjJhwgTu379P//79SUtLY9iwYQQEBHDq1CnOnTuHpaUlfn5+gpduYGCAjIwMo0aNIjg4mJiYGC5fvkxRURESEhLU1taKhHNwcDA+Pj5ER0fz6dMnXrx4wYoVK9DT0+Pu3bsYGxtjY2NDUVERkpKSHDhwAAkJCV6+fImXl5fAAlZVVbFgwQJhRKupqRHu9a6uLrKysjA1NUVeXl6YzbpJeX/99ReHDx/m1atXpKWl8e+//1JSUkJeXh7u7u4YGhpy584dpk6dSmlpqaiaaGhokJaWRmxsrPA8v337Fg8PD+Tk5LCxseHr16+YmZmRkZHB/v37kZOTo2/fvowcOZKoqChqa2tF7eXdu3c0NzdjYmLChQsX8Pb2FisRZ2dnDh06JBCf8+bNo7Ozk87OTsrKyujXrx9RUVHY29uTn5/PixcvWLp0KaampvTp04fQ0FCkpKSYNGmSgAb9+PGDlpYWdHR0uHfvnjDJdQcOJSUl0dDQELXG48ePs3nzZgwNDVFRUeHVq1cC2duzZ0+0tbVFktrPz48dO3aIepCpqSkXL16koaEBDw8PDh48KAhwbW1t/Pz5kw8fPqCmpkZRURF3797FzMyMSZMmERkZKZCpZ86cEZrf6OholJSUSE1N5du3b8TFxfHnn39y/fp1du3axejRo8XKpztjsWbNGmxsbLh9+zZSUlJiR/nkyRNSUlJ48uQJJSUlnDx5kvj4eMrKykQdMDs7m4EDB5KcnIyxsTEBAQFCo2tkZMSdO3fE+6OqqoqWlhauXbvGwIEDOXr0qHh3SUhIkJGRQWtrKxEREezatUt0rq9du4ampiaxsbGsXbuWmTNnEh0djbe3Nw0NDaiqqpKens6UKVMEkKa7E25tbS0Ibd21L3V1daytrbl58yYbN25EU1MTExMTgoODBVmsm2yop6fHhQsXuH79ujhQp6Wl8d9//1FVVUVWVhaFhYVi9de/f38KCgpQV1fnxo0bBAcHi7H0rl27qKio4ODBg7i7u/P27VtsbW0pKCigqakJeXl5/v77b1atWsWlS5d4+fIlO3bsYMCAAWzcuJFNmzaRkpKCnp4ebW1tQu6RkZHBr1+/yMrKYteuXSgrK1NUVMTYsWNJTEzk9u3bov/dHdQbNmwYYWFhlJSUEBAQwLVr15CUlBRmu+7D2suXL8X4vaWlhbS0NJYtW8aIESNYsmQJ3759w9DQkAkTJqCiokJISAhmZmYAtLS0oK2tLSZW3fpiW1tbFi5cKMQgJiYmqKurU1tbKy4/AwYMQEpKiocPH5KUlISfnx/19fV4eXmJtlV6errwtg8ePPh/aNKGhgYaGxuxt7envr6ezZs3M2XKFOLi4tDU1KSjo4NRo0aRmZlJdnY2lpaWLF26lO/fv/P9+3e2bduGjIwM06ZNY8OGDcTHx1NfX4+JiQl9+/YVzuCEhAQ+fvyInJwcbm5ulJWV4e3tLUJmtbW1XLp0CVNTU1avXs2yZcvo27cvAwYMYPv27Xh7exMeHi5OoQcOHGDKlCmEh4dz+PBh+vfvT3JyshDJS0lJYW5ujqSkJNXV1SxatIjBgwejoaHBH3/8wdy5c8nIyEBDQ4OTJ0+yceNG/vrrLzw9Pfntt9/IyMhgzJgxYnw6cOBAdu7cydq1a7GysuLBgwf07duX1tZWHj58yNGjR+nRoweurq50dXUhJyfHiRMnUFZWxsbGhvDwcCwtLYmOjsbX11c8zGPHjkVaWprp06dz9OhRoqKiBGnIwMCAlJQUzp49K8Zf3SCEJUuWkJ6ezsCBAwU0JTMzk4ULF3L27Fny8/MZNmwY9+/fp6mpSVQWJCUlkZCQoH///ri7uwv8nr6+Pra2tiL0U1xcjL6+PmfPnmXjxo0sXbqU/Px8tm/fLgIg586dIyQkhKFDhxIREQGAtbU1ly9f5uHDh2RlZfHr1y/8/f3x8vJCXV2duro6evbsyZQpU1i4cCFWVlb06tVLGJzmzJlDr169uHr1KiEhIYSHhwuv7L///ktqaipbtmzBysqKv/76i7q6OjHGXLNmjdBYdusJt2/fztWrV4XL/e3bt8TGxnL48GE8PDwYMWIE9fX1Ys89d+5cFBUVsbGxYf369aioqPDkyRNx26qoqEBZWZnZs2eTlpaGv7+/2FGuWLGCmJgY/P390dLSIi8vj7179zJ//nwuX76MsbExEhISfPz4kV27dtHY2EifPn1obGykoqICd3d3MjIyxOg6Ojqa8ePH8/fffwtO+Pz58/8fjWndunXEx8dz5swZWltbMTQ0pKysjMDAQL5+/crBgwf5+vUrN27c4MSJE9ja2qKhoUFZWRmOjo5oamqSlpZGfX29AIxUVlZiZWUl8JfNzc20trZiZWXF3bt3UVVVpV+/fjx79gxlZWURAnzx4gXq6uqoq6tz//59tmzZQkdHB6dPn8bOzo6Ojg7y8vKoqanh2LFj3Lx5k9LSUpSVlbl16xY3btxg5cqV6Ovr06dPH969eyd6258/fxbWLD09PcaNGycob4qKisIsVVhYiLW1NUZGRujq6pKRkYGsrCyfP38WHyhnZ2dOnTolRpRxcXEcO3aMY8eO8fnzZxYvXkxcXBwvXrzA2toaS0tLkpKScHBw4N27d1RUVDBlyhQKCwupq6sT4bruNLOamhobN24kKioKCQkJHj16xMaNG6murkZFRUXwF75//05SUhIBAQHk5uaioKBAU1MTNTU1dHR04O3tLWh8wcHB4l3W3TzoVt0+f/5c2OUmT57M06dPSUxMpKOjg5MnT6KrqysmQykpKcTGxiIlJSVgL8bGxgK52w1L+vfff5kzZw7Hjx9n1KhRyMvLU1RUJOpdGhoagpx45coVbt++TX19vVg1KigokJyczLt374S3+t27dwLGZWpqipeXF+PGjSM+Pp4DBw4IN0VHRwcrVqzg/PnzREREIC0tLYxu3WtEFxcXcnJyqKurY8GCBQCUlpby48cPAdgqKytDQUGBiooKgebV09MjLCyM+vp6Dh06xPnz53FzcyMqKopr165x6dIlAgMD+fHjBxs3bmTdunUsX76cI0eOIC8vz9u3b9m8eTPLly+nra2NV69e0dXVxcaNG8UB1sfHBw8PD27duoWUlJSA8KSkpLB9+3YhBfry5Qvq6urs3buXb9++iefJxMRECGO6w245OTlIDhkyZIeWlhZKSkpUVlYKw42WlhZqamokJiaSmJjI8+fPUVNTY+fOnfj4+JCWlsaLFy/w9vZGWloae3t7tLS0SEhIICwsjN9++42///6be/fu4eHhwX///cfEiRMBMDQ0RENDQ3QUf/78iZeXF9HR0aJva2ZmRlJSEvb29owfPx4TExMyMjLw9PTkwoULyMrK0tHRQUREBA4ODhgbG9PQ0MD169eFquzff//l+fPn2NjYiH2wvLw827dv57///sPGxoa2tjY6OjqwsrJCQkKCpUuX8vz5c86dO4eLiwv//vsvixYtwsjIiOTkZLZv305ERARpaWlCSp+eno6vry87duwgJCSEqqoqpkyZwp9//klcXBxDhw5lypQpXLt2DS0tLS5cuEB7ezvm5ua8f/+e7OxsCgsLKS4uxsHBgSdPniAvL096ejrjx48nKCiI8vJyhg8fztixY5k9ezbjxo1j165d+Pj4cO3aNYyMjJgxYwZ//PEHubm5Av/YDR84d+4c9+7dE57mbsVnUFAQXl5e5OTkUFZWho6ODunp6Xz48AEfHx8uXLjAoEGDiIqKIiwsjIyMDNTU1OjVqxfHjh3DwcEBNzc3VFVVuX37NleuXGHo0KHo6uoSFRXFgwcP6Orq4uLFi3z8+JHly5eTlpbG6NGj+fz5M+fPnyc3N5fPnz/z69cvDh48yPfv39m0aZOgZD148EDgRaOjozEzM2PGjBkcP34cX19fOjs7qampYdGiRVRVVaGqqkp9fT1Lly6lpqaGmJgY6uvrqa+vx8jIiMmTJ9Pa2srVq1eFZq+b/bx06VIhiOi+VYwePZoDBw7w5s0b7t69S0BAgAhe2dvbi45vZWWl6J4+e/aMXbt2sXXrVvz8/Pjy5QsTJkygrKyM+fPnA3Dv3j0mTJhAUVERX758wdXVlfv37+Pr60txcTGpqam4ubnh4+ODqakpzs7OQsrQo0cPxowZg6amJnJycvz5558MHjwYDw8Pfv78iZ2dHfb29hw+fJgXL16grKzM8uXLOXDgAH/88QcbNmzAwcGBefPmoa+vj5SUFFJSUjg5ObFjxw5+/PiBhYUFjY2NSEhI8OvXL8HvHzduHAMHDsTQ0JAlS5bQ3t4OgJSUFKqqqnz48AFHR0f27NmDmZkZvr6+xMfH8+zZM1auXCn4BnFxcVy+fJmqqip+/vyJt7c3TU1NeHl5oaenx8iRI3FycuLq1aukp6fT0dEhql9KSkpkZGTQo0cP5syZw/z580lOTkZFRQUXFxdev34tqFGmpqakp6czffp0tm3bhrOzs/h5uhP0bm5uoo64YcMGzp49i6GhIZaWlnh6elJWVsaYMWOIiYkRnoXuj9aKFSs4ceIEXl5eBAUFIS0tLZCT9vb2nD17lpkzZ/L777+LCWM3b97Y2FgE1s6dO0fv3r05c+YMgwYNQl1dXTzvAwYMICwsjD59+uDj44OlpSWnT58W4KMfP34QGhqKuro6+/bt4/379zx58oTAwEA2bNggQFHdjvakpCSysrI4ffq0kLTcunWLu3fv0tDQwIgRI/D09OTSpUuCG5+VlYWnpycJCQls3bqV+Ph4bty4wT///MPRo0eRkJCgvb0dNTU1oUweO3Ys7u7uHD9+nOzsbHx9fZGQkODLly/CBjds2DCUlZXZtWuXuCRYWFhgYmJCYWEh/v7+1NXVUVdXh7y8PAkJCaKRIC8vj7OzM9++fSM/P59NmzaJfIiVlZWYGGhrawul6J07d0hISGDixImCwnb27Fnk5ORYvHgxISEh1NfXs23bNgHcGjBgAHp6eigpKdHR0UFrayspKSmCM/D27Vshjnn48CGWlpYMHjyYwsJCbt++TW5uLh0dHcjJyZGXlyeshpGRkaxYsQIlJSX27dvHmDFjCAgIEGCpbg9CtxtAcsGCBTu6E7ZtbW2iUyotLY2MjAyampqEh4djaGiIqqoqCQkJKCoqir6mqqoqjY2NjBgxAnd3d1JSUkhOTmb9+vUC4HDt2jVaW1vp6Ohg5cqVgizUHaR6/fo1GRkZGBkZYWlpyYgRI7CxsRFGo40bN+Lk5MTGjRtRVFTE3t6euLg4goKCGDx4sBjhDB06VIxUJSUlGTt2rDB15efni/BOaGgotra23L9/nw0bNnDkyBFaW1sJDg6mvr6enz9/kpaWhqmpKX5+fnR1dYkk6507d3BwcKBfv368evWKqVOnoqCgQFtbG2fPnmXp0qVoamri4+PDy5cvSUhIwMrKil+/fvHjxw9WrVrF1atX8fHxQU5OTrh29fX1qampobKykosXLzJw4ECGDh2KtLQ0ZmZm/PPPP7S1tVFSUsKYMWNEd7S8vBx3d3cePXrEo0ePUFBQoKuri5UrVzJ8+HAKCws5cuSI6AUGBwczcuRIgoKCuHfvHtnZ2QwZMoQNGzbQ1tbGkCFDePXqFRoaGuTl5eHk5ERnZyfe3t7ExMSgr6/PxYsXkZOTE0Sy7v2Ri4uL+H8zMDDg/fv3DBo0iJKSEn78+IGcnBzPnj2jra0NR0dHNmzYgIKCAikpKejr6xMbG8uRI0c4duwYBQUFzJkzh5kzZ7J48WJOnDjB+vXryczM5MaNG8ycORNra2u0tLSws7MjPj6eoqIiRo8eTXh4OEpKSkRERDB69Ghu3bpFYGCgYAEfOnSI8vJyrK2tGTNmDImJiSgpKSEhIYGCggJfvnxhxIgRODk5sXXrVgICAvjx44dAc5qZmbF9+3bS0tLQ1NTEycmJX79+ISEhQVpaGurq6vTs2RM7OzuRBp40aRI9evQQe61FixZx4sQJ5OXlGTx4MLNmzWL9+vX4+vqSnZ0teNj6+vo8fvwYfX19DAwMsLGx4fjx4+zZs4eTJ0/S3t6Oj48PiYmJQiSiqKjIz58/qaioAKCzs5Pbt2+LPv6VK1dQU1NjypQpTJ48WTQJuhPu+fn5wh6np6dHc3MzI0aM4MePH5ibm+Pg4EBnZyfNzc0cP34cc3NzDh8+LNoLjx49Er1/JSUlPn36xKBBg3j16hXm5uaYmJhw5coVFixYQHFxMba2tvj7+3P//n1aWlq4cuUKmpqatLW18f79e0aMGMGdO3eYMWMGJ0+eZPTo0URGRpKSkiI4BTdv3mTOnDlkZWXh7u5OTU0NTU1NrFmzhqioKP744w8cHR2RlZWlpqaGiooKLl68iIuLC8ePH2fSpEmMGDFCZEWqq6tZunQpVVVVJCQkCHnJ3bt3+fXrF7a2tuTl5bF27VoOHDjAixcviImJEXxsNzc35OTkuH79OjY2Nujr6yMvL4+9vT2/fv0SYgoHBwdRJTx48CAfPnwQ9rXm5ma+f//OyJEjqa2tpb6+ngEDBmBnZ0dISAhz587l4MGD4kOkra1NeHg4ZWVlmJiYEBcXR1hYGFevXiUnJ4dr165RUlLC33//jZWVFfb29tTU1HDz5k1qa2sZOXIkVlZWhIaGYmNjQ0ZGBo6Ojpibm4va3L179+js7EReXp7KykrU1NTQ0NBg//79AvrR0dEhKrHdUxdNTU1cXFyQk5PD0dGRe/fuMW7cOObPny8MWNHR0axYsYKKigqePHmCuro6I0eOJDExUbjRuwVVycnJfPr0SYTQCgsLcXBwENbH7tVSXFwcvr6+Qto0ePBgHj58iKqqKioqKpiYmODs7IyJiQkNDQ2iDubh4YGFhYUwiP348QN9fX0UFBQEv+Px48c0NzezY8cODh8+zB9//IGzszNnzpxBUVGR8PBwBgwYQFJSEkOGDMHKykpYIEePHo2CgoKQqfzzzz8EBASgpaUlnPDdSOPFixfTt29f9PT0kBw3btyOfv36oaqqSmJiIhUVFXz+/Jnjx49TVlbG2rVr+fr1K1ZWVjx69Ii+ffsKes3+/fvJyMhg9OjRNDQ00NHRgbS0tOjEBQQEYGFhgZubG5mZmWhoaBAYGIitra2wuAQFBREQEMDEiRPZsGGD+HA1NzeLNPLOnTvp27cvN2/e5NWrV3z//h1nZ2ecnZ0xMjLCzc0Nf39/tm7dyo4dO8Qo0d3dXVhYnJycmDNnDkOHDsXQ0JCmpibGjBnDyZMnKS8vR05OjoCAAP755x8hDb9+/brAXb569Ypp06Zx8uRJnj59ipeXF+fOnUNeXp5Tp04RHx9Pfn4+Hh4eJCcnExkZSW1tLT169EBeXh49PT3xf2tpaSnGdjIyMpw5c4a6ujoRmGpqamLYsGGUlJQQHx8vqlFmZmY8ePCAxsZGPn36JHjaV65coaWlhc7OTnJzc8nOziYoKEjsI9etW0dtbS3l5eX8+PGDqKgoNmzYQK9evYSG0dDQkJKSEoqKigSHd/z48ZSXl1NcXMz9+/fFR667/hEWFoasrCzDhw8nPz9fVOGePXtGcXExmZmZNDY2ihfXgwcP2LFjB66urqSkpKCqqsq8efPw9PRk9erVpKenk5qaiqSkJGFhYbS0tGBlZcXUqVNxdXXl8+fPbNu2jeDgYI4ePUr//v2RlZUlMjKSe/fuIS0tTd++fTExMRG1xNWrV4t/T0FBgXv37iEvL4+fnx/V1dUiUaqlpYWHhwdZWVloamoya9YsMjMzefjwIQMHDiQjI0MIHLp9xN3+ZSUlJZycnHj06BEuLi5Cwdja2irStNbW1rS3txMdHc3BgwcpLi5m5MiRLFmyhIiICHr27Cnk9VpaWsjLy3Pjxg0uXbpEXV0d2traHD16lKamJmRlZQkNDeXLly9YWFjw/Plz7O3tGTJkCPfu3cPW1paVK1eyZcsWUlJSRCdcW1sbR0dHxo8fT0NDA+rq6qiqqlJXV4exsbEAQ2zatIn9+/ezbds2fv/9d/788088PT2RlJQUh4SYmBhRzaqrq6N///50dXWJgA7A8OHDycjI4MKFC5w6dYq8vDyuX7/O58+fcXV1FdXBbvufra0tkZGRvHr1io6ODgoLC/n333/58uULcnJynDlzhm/fvgnO+/Pnz+nXrx+JiYnk5OSwc+dO0SDYvXs3FRUVPHv2DH9/f4qLiykqKuLcuXN0dHSwaNEikceQkJAQk7mGhgbMzc3ZsGEDX758obS0FGNjYyorK+nfvz+ZmZnExMSQlpbG/v372b59Ox8/fkRRUREXFxfMzMyorq5myJAhmJqa8u7dO86dO8eiRYvIycmhtbUVJycnXrx4gZ6eHjNmzGDSpEl4eXnh6+uLnZ0d0dHRjBw5ko6ODtHpfvToEX369BHI0X/++YeXL19y5coVWltbSU1NJSQkBBkZGbS0tAQuudsyFRQUxMCBA3n48CF79uwRPfyTJ0/y119/ERMTg7W1NefPn2fbtm1UVFSgoKCAgoIC2dnZQrGcmZkpLjXdoeLutUJZWRnl5eWMGTOGL1++sGbNGhFsi42NRVNTk7t376Kjo0NlZSU6Ojq0tbXh5ubGsGHDyMrKwsvLC1VVVfLz8xkyZAgHDx4UzngNDQ3k5eXFgaY7QKihoUFoaChr165l7ty5BAYGYmdnR69evcjMzCQ1NZW8vDxcXV2FWbG0tJTHjx+zYsUKdu3axZYtWzh9+jSysrKkp6ezadMmvn79SkVFBVZWVmI1cvLkSRISEsjKymLnzp2Eh4fz/v17LC0thRDIx8dHhDHPnTvH5MmTiYuLo6amBvif76CoqAg9PT2uXbtGdXU1srKytLa2MmPGDMHA19PTo3fv3qirq1NTU0NVVRWSkpKSO379+kVCQgL3798nLi6OyZMnExYWRkFBAfv37yc7O1tYjLqT015eXixatAgDAwMWL14sCE3dooabN28SFxfHypUrKSoqQklJCV1dXdrb2zlw4AC6urocP34cAwMD9u7dS3t7O3PnzkVZWZmYmBhevnyJgYEBcnJyjB49mtraWmRlZenTpw/v37+nrq6OrVu38vTpU2bNmiUK8G1tbWRlZeHr68vff//N7t27cXBwIDQ0lGnTpomQV2BgICUlJfTu3Vv0CMPDw5kyZQoBAQEcOHCAOXPm8O3bNzQ1Nenduzffvn0jODiYtrY21q9fL/Yye/bsYfbs2ZiZmXHkyBF0dXVZtmyZGBGNHz+evLw8cfu5ePGi2KV34zdv3boFwOnTp0Vv2t3dnb59+4pE55o1a8jNzaW0tFQE/2xtbVm+fDnFxcUEBwfz/Plz0tLSeP/+PcuWLePevXsMHTqUtWvXUltbi56eHkOHDhXjnrq6OqZOnUp5eTk2NjasWLECZWVlVq5cycmTJ7G0tGT+/Pmoq6uzevVqCgoKiIyMZNu2bTx48IDRo0ejoqLCx48f6devH87Oznh7e9OzZ0+2bNkiuPFubm5cunSJ8ePHc+HCBSIiImhsbKS4uJjc3FzevHmDjIwMc+fOxdramqdPn+Ls7CzsSR0dHcTHx1NYWCj6+4sXL6auro6wsDD++OMPXrx4IfCirq6u4o+nX79+NDY2YmRkhJOTEw0NDWhqauLn50dgYCA3b96krq4OaWlpzM3NxbjVycmJrq4urly5wsOHDwEECnTx4sW8fPmSCRMmICMjI7SdWVlZdHR04OjoSL9+/VBSUmLatGkkJyfT2NgoYBOSkpIYGRlRW1vL6dOnmT59urC6vXv3Dj8/P1JSUvD29ha+aQUFBdzd3amrq8PCwgJfX1/hsff19WX58uVUVVXx6NEjMQHy9/fn4cOHKCkpcePGDQ4ePCgEO3Z2duTm5qKsrMylS5eYNm0aAQEB9OjRAyMjIzo7O4XPXFVVlYqKCgICAgST++XLlxgbG4sXo6SkJGvWrOH48eMcOnSI8PBwmpqaiIyM5OLFi1y6dIn79+/Tu3dv4uPjUVVVxdDQEAsLCwICArh37x579uyhvr6e9vZ2HB0duX37Nnp6esyaNYvo6GhcXV2xtLRkzpw5gtuup6cnut8aGhpMnz4dfX19Ojo6WLJkCcnJyVhYWFBQUCCezQ8fPnD48GGKioqIjo5m2bJlKCoqihDesGHDyMjIwMTEhFGjRjFv3jzmzZtHcnIy165dQ09PDxUVFWEtW7t2LadPnyYmJgY7OzsuX77Mo0eP6OjowMXFhZMnT2JlZcXYsWP5+fMnz58/x8/Pj/fv35OcnMzhw4f566+/kJaW5vv379y9exclJSV69epFRUUFixYt+n9UvIiICJ49e0avXr1E2O/Zs2diZ62hoSE+NC0tLRw/fpwePXqgpaWFtrY2QUFBDBgwgN69ewtCXmxsLDNmzODs2bOCnf3hwwf8/Px4/vw5/v7+/PHHHyKXUl9fj7e3N3fu3KG5uZlhw4aJ50RbWxs1NTWxZpCTk+PIY1eOQAAAIABJREFUkSNoaGigpKTEvHnzSExMxM/PT/TCu5scJSUlWFlZ8e7dO8F1X7p0KWFhYQIPLSUlhZ6eHsrKyoSGhuLs7MyNGzeYN28ejY2NpKamIicnR0dHB+3t7WzcuJHi4mIhnTExMaGsrIzr16+TmJjIwIED+f79O9euXWPLli3i49rY2Ii2tjZOTk7ExcUJjWheXh6HDx/Gz8+P9vZ2Xr16Ra9evQSoprm5mdjYWDZt2oSnpyfjx4/n+/fvyMnJkZaWxrt376irq2P37t0EBgYSFRVFSkoKdXV1bNmyBTc3NzZv3sykSZMEB11OTg5JfX39HTNnzuTr169s3ryZCRMmUFJSgo6ODmfOnCEnJwctLS1qa2u5d+8effv25ejRowwePBhZWVlu3LjBqVOnmDx5Mj4+PvTs2ZMNGzaI0de8efPEL8PFxYXQ0FAyMzPZvHkz2dnZrF+/nn79+uHr60tXV5dIpE6cOJGioiIR1goODmbgwIGMHz+ehIQEgoKCyM/PJzIykgEDBtDe3s769evFy/r333/nzJkzQvpgbm7OixcvePPmDVu3buXbt28sWLAANzc3NDQ0BFP2999/F0jCGTNmcPv2bZSVldHR0cHGxoYlS5bQ3NyMp6cnjx49wsTEhBUrVhAUFCSk8VJSUuzfvx9TU1McHByEwlNFRYXa2lrCwsJYsmQJJiYmAtu3ZMkSpKSkOHDgAPX19WIE9uDBAzH2LCsrY9myZURHR1NZWcmwYcO4cOECBgYGGBgYEBkZiYKCAj9+/MDU1JSVK1eybds2mpqayMnJQUlJidbWVkFyOnToEElJSQK9l5qaSlFREe/fv2fq1KlYW1vz4cMHhg4dyuPHj5k9ezYrVqzg48ePIvHe2trKggULePfuHWvXruXChQtitHTgwAHc3d2RlJQkPT2diRMnsmjRIiIiIli2bBkyMjKcPHmSyspKHBwc6OrqYvPmzUIU0x1is7CwEF3Fffv20draiq+vLxUVFUIfGRUVRXNzM9XV1bS0tKCoqEhWVhYfP34UFZifP38yZcoUEeYpLi4WffrKykrR5+/bty8tLS2kpqayYsUKXr9+jYyMjFCuOjg4iABRU1MT2dnZpKen8+DBA1atWsXu3buFPzk8PBxVVVUUFRVRVFTk2bNn9OnTRxh+zMzMmDBhgrBHbd++nZKSEnbv3s3UqVNJT09n8eLFaGpqcuvWLZEWfvbsGZaWlly9epWuri48PT1ZtmwZCgoKBAcHC2Ro9+RCVlaWzZs3Y21tLXrmAwYMYOTIkTQ3N4vR/cePH/n16xdlZWXcvHkTFRUVSktLBdyh20A1aNAglJSU+PHjB8nJyaipqQkSWe/evUlISCA0NJTt27ejoKDAkSNHWLhwoXj+09PTmTVrlqDvLVu2DE9PTz5//kxNTY2ot7x//569e/fi6+srNLTd4pMbN24wcOBAgeV9+/Ythw4d4uzZs9y8eVNw49PS0nj69KlAqZ46dYopU6bw/v17zM3NmTNnDuvWraOpqQklJSWCg4MJCQkRsI1uf8Dhw4f57bffWLRoEenp6bx48YIdO3bg5uZGcnIya9aswdzcHAMDA4YMGYKSkhLe3t5iJ3r//n0KCgpEKC07O5s3b94watQojh07hr+/v7iZ5ufn09XVhbq6OpKSkhw7dox9+/ahoaHBrVu3WLBgAQEBATQ1NaGhocFff/1FR0cHDg4OBAUFMWfOHN69e8ft27eFcXDChAlERUVx4cIFFi5cSEFBAZMmTaK4uJhHjx7h5+eHhoYGTk5OAt5jZWVFv3792Lx5Mx4eHuzcuZO//vqLDx8+8PnzZ9TU1JCSkkJaWprk5GRcXV2xs7OjsrKSXr16ifF1VFQUra2tXL9+HT8/P6Kjoxk7dix5eXnMnj0bSUlJpKSkePToER4eHmKae/PmTTw8PIS1cdasWTQ1NeHi4kJFRQXnzp3Dzs6OnJwcAYfZtGkTr169orm5mbdv3+Ln50dNTQ22trYcOXIEV1dXnj59Sp8+fbh165ZAiHZfMqqrq2lraxOI46ysLJYsWSImbh4eHjg6OtLV1cWff/6JrKwsu3fvxtbWlosXL7J161auXr3Kw4cP+f79O4GBgaSmphIeHs60adOEW0FCQgI1NTVu3LjB6dOnhR3T3NycxMRE9u3bx6BBgygrK6OmpoYzZ84gmZOTs+PMmTNoaWkxe/ZsrKysxId47969YjTe2dlJZWWlOFGWlZVx//59JCQkGDRoEBUVFSgqKlJcXIyEhISoDSgoKPDkyRO2b9/OpEmTBMzE39+fJUuW0NXVxbNnz3BychJ+Zn9/f5HYk5CQQFNTU4ABupWI3R1DMzMzDhw4gKKiIlu3bmXAgAHk5+dz/vx5ATA4duwYZ86cwdHRkevXrzNixAg+fPiArKys0Li9evUKMzMzbt++LcZP1dXV7N69G3d3dwoKCigoKMDPzw8PDw8+ffrEsGHDKC8vF1xpLy8vbty4gYeHBxs2bOD06dPk5OSIw8ju3buFljA8PBwtLS2ROq6vr6exsZHg4GAkJCTQ1dXl+vXrghttaGiIvr4+7e3tgi976dIlWltbATh69CjBwcFUVVVRWlqKra0t8+fP58ePHyJ9bm1tja6uLm1tbQCEhYUxadIk9u7dy8SJE9HR0SE0NBQtLS3Wrl1LY2MjFhYWXL58maamJlRUVHB1dcXJyYmbN2+io6NDcnIygYGBKCsrk5GRgYWFBfPmzWPJkiViX3fx4kVSU1OJjo4mNTWVN2/eoKKiQkVFBb/99hu6urrs3LlTPBvd+NHZs2dz7949dHV1ycvLw8jIiP3796OpqUlUVBRfvnxhyJAh3L17Fw0NDfr06UNAQACxsbFISkri5ubG3bt3aW5uxtXVldTUVNauXUtUVBSDBg1i1qxZYuzX3W19/Pgxra2tGBkZUVZWxvr163ny5AlXrlwRhLv9+/cTHx/Pu3fvmD9/PjU1Nezfv5/v37+Lju/z589paWnBycmJ6upqzp8/T2NjIz169KClpYXbt2/T2NiIoqIiw4YNE9ziJ0+eoK+vz+jRozEzM+Pdu3f06NGD+vp65syZw/r16xk1ahTZ2dm0t7fz999/U1NTw5w5c3Bzc+P79++8fv0aHR0d/o+s9w7reY3/+B/aJaWlvUsiSUVJJCN7k72PY3Ps77EPDsexHXuTVaEQGkpGO22VUtpbS3v+/vhen/v6fX8//7kul7/qfd/36/V8Ph4ODg5s2LABKSkpgoODKS8vp6Kigj179vDvv/9y9OhRFi5ciL29PY8ePaKxsZHq6mpOnDiBgYEBDx8+5ObNm9y6dUsE7SoqKvj+/TsyMjK8f/+eFy9eoKOjQ1tbG05OTpiampKUlISZmRm7du1iw4YN+Pv7U1RUxI0bNzA0NOT+/fscOXJEBH06OjpYuXIl27dvR1paGiMjI4HllUgQpk6dKi5+cnJyrFixgvPnzwuTV1VVFfX19WhqavLp0yeGDRtGTk4Oq1evprS0FAcHB2RlZTlw4IBwXaelpdHe3k5jYyOPHz8mJiYGT09PIRWR6EHHjh2Lv78/gYGB+Pn5UV9fj7OzM1paWixevFh05SWVNy0tLcrKylBVVRVBt+zsbFJTU/nvv//Ez5m+vj5ubm5EREQwdOhQUR0bNmwYffr0ISIiAisrK+zt7fnw4QPp6emYmJgIGMyxY8eYNWsWFRUVlJWVidfY8ePHkZOTY+DAgbi5uTFy5EjOnj1LQ0OD6Lzn5+eLS7qioiKbNm1i7dq15OfnU1dXx/Tp02ltbcXQ0FCwEFasWIGamhrNzc0idR4XF8ft27dJT0+nubkZRUVFMjMzmThxIg4ODujr69PV1UVsbCy3bt1i48aNwkfx9OlTGhsbWbx4MU+fPmXmzJm4uLhw/PhxTp06xdChQ5GWlsbExISvX79y8OBBTp8+LSYcz58/5/3798LWJblYSDr6HR0d/Pvvv5iamhIUFISnpyfBwcEsXLgQDw8PQkNDcXZ2JiIiAmdnZ6qqqpg+fTo+Pj7CV75t2zamTJnC7t27RcMiPDwcQ0NDurq6OHjwoKAtlpSUcPLkSXR1dWlsbMTIyIiwsDAAhg4dyogRI4QFb9u2bSgrK/Pq1StR8z127JhoXikrK+Pq6kp9fT2XL1+msbGRsLAwpNeuXXvI3NycsrIyjI2NkZOTo7S0lLlz5yIvLy9GuQoKCkyYMIHm5mZGjRpFnz59GDZsmLgFqqqqEhUVRWlpKf369UNDQ4OAgADWr1/PjRs3kJKS4o8//kBBQYETJ04IccG1a9cYMGAAurq6TJs2TYymx44di4uLC9HR0cyZM4e2tjZmzpzJvHnzePfunbD+lJSUMGzYMIE0zczMREZGhrNnz1JZWcnq1avR09MjKyuL5ORkTpw4QWNjo3B1X7t2jcuXL5OdnY2VlRX379/nwoULNDc3M3v2bA4dOkRpaSldXV2ih2lhYcHhw4eFXvD58+cMGDCA6upqAgICSE5OJjU1FWNjYwYMGMCDBw8oLy9n8ODBoh7i4eHBy5cvRedbRUWFgQMHir5079690dTUFHvd8PBwoqKi6O7uFl1POzs7pk+fTlhYGBs2bOD79+8CuVdbW0tBQQEbNmzgw4cPJCYmihpYRkYGISEhODo60rt3b86dO0d0dDSOjo7069cPeXl5njx5gpmZGdeuXWPt2rVIS0vTt29fMcppb2/n27dvREREsH//fjZs2EBaWhp1dXX4+flRXl5OdHQ0mzdv5saNG1RXV7Nr1y5KSkrYuXMn2tratLW1cfLkSRGyU1ZWFmPKtLQ0qqqqsLKyIiYmBnV1dT59+iT6rGfOnKG2tpZx48bR0dHBly9fKCoqQk5OjuLiYtGtzc7OFirYr1+/EhwcTEVFBZMmTcLFxYUPHz4gJSUlsKISx7iSkpLA3CorKxMUFMSJEyeor69n0KBBuLm5oaysTHV1NRERESxbtoz29nYR1LOwsGDixIlCy6mrq8vkyZOxtbVl+fLlQm04dOhQVFRUGD16NMuWLUNDQ0OYhiTd4uDgYIYNG0ZMTIz4CGzYsIGlS5dy//59Pn78yIMHD+jo6BCgntraWszMzEQVzMbGhoaGBubOncv58+dpbm5mwYIFokM9ZcoUpKWl6d+/P2VlZSJNX1NTQ2hoKNLS0nz58oXy8nLGjh1Lnz59qKurE+GYmTNn8v79e+7cucPHjx/p6uoiIyODoKAg1q1bJ7IIiYmJ6Onp4ebmJrS1kheTgYEBzs7OfPz4kS1bttDV1SVIg56enqxcuZLm5ma6urqora1l79695ObmIiUlRWFhITt27BD6z6amJhYuXIiRkRHfvn2jT58+qKmpMWbMGI4fP07Pnj0JCAgQITpFRUWhZbSwsCAxMZGhQ4cSFBSEiYkJU6dOZcWKFUyePJmuri727dvHxYsXOX/+PPX19bS0tKCgoMCkSZPQ0NBgyJAhDBs2DBsbG7S0tNDW1sbDw4MDBw6ImtPevXvx8fERqtPJkyfz9etX1NTU6N27N0lJSXz69Inw8HB69OjBpEmTSExMZMiQIfj7+4uMi7u7OxYWFmI9N2XKFDQ1NQkJCeHly5ckJyfzxx9/4O/vz44dOwQ7XU5OTtjspKWl2bZtG5GRkcyYMYOwsDAWLlxIUFAQwcHB7Nu3j7dv34pXbk5ODp2dnbx+/RpFRUUROnR0dERWVpbdu3fzzz//4OXlJcBTZ8+eFYdwW1sbixcvFiuDv//+Gz8/P06dOoWWlhYREREYGxtTVFTE+fPn8fLywtDQkLFjx2Jvb8/nz585e/Ysc+bMYfbs2fj4+PDx40fu3LlDRUUFoaGhlJeXiyDy06dPycrKYsaMGfj4+HDmzBl+/vxJ7969UVVVZd++fcTExIiHyaNHj5g/fz49e/bE3t5edONv375NREQE1tbWvH//nsTERFJSUnB3d6e4uBgbGxvKy8txcnLi+fPnzJs3jzFjxhAYGChoboaGhpSWlmJoaCgwwWPGjOHvv/9GQUFBKEnnzp1LWVkZxcXFzJo1CxsbG6T79et3qKSkhNu3b3P48GHevXsn3MS/fv2ioqKCFStWCCDGmzdvSExMJDk5mYCAAPT19cUHT1dXFwsLC16/fk1paSl9+vQhJCSEuLg4DAwMePbsGenp6Xh6epKSksLmzZtRUFBg4cKFbNiwARkZGaHxa2lpYd26dQwcOJC7d++SlpbGu3fviIyMZNeuXZSXl9PY2CjMPTt37uTo0aM4Ojry5MkT5s2bh6KiIurq6syYMYO8vDyWLVvG7t27ef36NYWFhdy+fVt4ZZ2dnTlx4gSurq4sXLiQ69evc/ToUcaMGUNHRwcmJiYClyclJcXZs2fp06cPgwcPpq6uDikpKQCmTZsm9v9ubm7Iyspy/fp1Nm7ciKamJq6urowbN46RI0eKZGJ+fj7Tp08nNTUVbW1tYWyRlZVl2LBhBAYG4ujoiI6OjjjUBg0ahIqKCpcvX6a7uxt7e3tmzJjBsWPHcHJyIiEhgYqKCjIzMwkKCuJ//ud/uH37NqWlpYJtvHr1asrKykQ/1d/fHz8/P7q6uoTGs6KiAjMzM75+/UpMTAxbtmyhpqaGV69ecezYMYqKimhsbOTmzZt4enpy9uxZfHx8SE5ORl9fn/r6etTU1Jg/fz5SUlKEhITQt29f/v33XywsLLC2tqazs5Pv378zatQocRm5c+cOgYGBPHv2jLlz5+Li4kJWVhZjxoyhrq6OpKQkNmzYwNq1a7lz5w56enpCZ5mUlMSoUaNoamri+vXrfPnyhSVLlhAfH8+wYcPYsmULAQEBlJSU0L9/f+rr6wkNDWX27NnU1NTQ0tLC1KlT2bRpE01NTcycOZPZs2eLl62mpiYFBQUoKirSs2dPdu/eLUh+o0aNEi9fgAMHDrB7924KCwtxcnIiNzeXK1euoK2tjb29PaGhoVhYWFBcXIyenp7Y7X/9+pVXr16JXu+cOXNISkpi/vz52NnZUVNTQ3JyMioqKtTV1TF27Fi8vb25desW379/Z8qUKQQGBqKoqEhAQABnzpzB3d0dHR0dLl26RHt7u7iU5OfnExERQc+ePdHX18fT0xNbW1t27NhBeHg4K1aswMrKilGjRolkc1JSksiYhISEUF5ejoWFBXPnzmXNmjUkJCQIo9q3b99ITk7GyMiIQYMGiQvQhAkTSElJoaOjg6ysLBYvXsyjR49E2M7NzQ1fX18ht2lvbyc4OJj6+nph10pMTOTIkSO4urqKjj4g6on79u1j3Lhx9O/fH3V1dY4cOUJ5eTnZ2dk0NjaKg7+yspKePXuSl5dHZ2cnHh4e+Pj4YGhoSGZmJqNHj0ZaWpp58+Zx8OBB1q9fT3x8PGFhYQwcOBAzMzOOHj1KU1MTTU1N+Pn5UVpaioWFhYBKTZ06lV69eol+sIGBAVFRUeTm5uLg4MDOnTuZMGECs2bN4sSJE1y/fp2DBw9iY2NDVlYWQ4cOxd/fn48fPxISEoK6ujru7u4UFhZiYWFBZWUlly5dQllZmWvXrmFlZcXChQvx9vZm06ZN4kBvb2/n/fv3SElJUVJSQllZGQkJCYI/0KdPH3bs2EF3dzfGxsYCutPZ2cmOHTvw8/MjNzeXS5cusXHjRtTV1UXT5eDBg0RFRYnfAUtLS+FMV1FREeAhif9Z0uMOCwvj06dPrF+/nu7ubsrKyhg6dKhwUAwaNIh169axfft2QkNDqa2tpWfPnhw4cIDhw4eL7/33798FvCs4OFjUJyXfHBMTE+bNm8e0adMoLS2ltLSU0aNHM2zYMHR1ddHX1xc+8Y6ODi5duoSuri4vX77k0aNHNDQ0EBwczOjRo4mMjKSzsxNjY2OR03FxceHw4cMEBQWJ4JmWlhaqqqrcunWLiooK5syZw4cPH3j37h3y8vJ4eXkxefJkqqurRQd78uTJLF26lOnTpwupz7Jly5D29fU9pKyszMePH2lsbCQ3NxdPT0+io6MxNTXF1NSUqqoq1q1bx6VLl4TDVRIOOHXqFH///bewFAUFBbFv3z6ysrJITExk3759VFRUsH79ehQVFZGXl8fS0pLOzk4+fPggfNV//fUXampqzJgxQ1QePn36RGhoKLdv3xYfj9GjR7Ny5UoyMzOZNm0aFhYW5Ofn8+DBA2bNmkXfvn2Rl5enZ8+e2NnZER0dzZo1a8jLy8PIyIhevXqxceNG8vLyiI2NpbS0lJCQEEaNGkVpaSn79+8nPj6eHTt2MGTIEO7fv4+Wlhby8vKiQx4REYGtrS22trZ8+PBBhA66urqwtrbm2rVrSElJ8e7dO0JCQnj48KHgr5uYmHD//n26urqoq6tDWVmZTZs2MXDgQIqLi4VXeOvWreTm5lJVVcXhw4f5n//5H5SUlDh48CA3btygR48e3Lx5k759++Lu7o63tzcFBQVUV1dTX19PUlISb9++FeMvie6yoqKCp0+f8uHDB1atWsXhw4cJDw/nyZMnBAYGMmTIENrb27GxseHAgQNMmzaN4OBg2tvb+euvvwTWNDU1laFDh5KamsqjR49EkFDCgc7KyhJWm8LCQubOncv+/fvx8PBg/fr17Nu3j1+/fvH8+XPevHlDWVkZL1++pKamhoSEBC5cuMD+/fupqqoiPDycf/75h7t375KXl8eCBQvIyMjg1q1byMrKsmvXLtG7z8nJYdSoUVhaWhIQECD6uRLLWEFBAXZ2diQkJFBWVsbKlSuJj4+nra2NBw8eiL9fv36d/Px8YeE6ffo0mZmZ/Pnnn6IeNX36dIKCgrh58yaxsbFs2rQJBwcHEYg8duwYERERFBYWUl1dzevXr5k2bRq///47lZWVBAYGIi8vT0BAAFVVVSKsc/HiRbZv346Dg4PgrFdXV4uPpqSeqKOjQ0BAABERERw8eJDy8nKUlJSQlZWlvr6eyZMno66uTnFxscBSSkAtffv2pXfv3pw4cQJfX18xVg0ODub58+cipOnn58fAgQO5dOkSjY2N2Nvb8+LFCz5+/Iiuri61tbUsWrSIO3fuEBoaSkFBgaD1rV+/XtTebt++zefPn4mLi8Pa2prdu3djampKbW0tubm5bNu2jeDgYAETSk5OprS0FFdXVwYPHoyKigrh4eGMGzcOGxsb2traRGUxODgYeXl5jI2NMTIywt7eXoTQJIINaWlpsfOV0Kh0dXVpb2/n1KlTrFq1iubmZiwsLFizZg3p6enU19cTExPDyZMniYqKwsHBAUNDQ+bOnUtMTAyLFy+mb9++YrqxePFiYmNjWb58OUVFRUybNo1Nmzaxbt06Hj58SFVVlQDDREZG4uHhwdu3b2loaGDNmjVERkYKYMjmzZv5+vUrkZGRjBw5UkybQkJC+PDhgxjF3759m6NHj1JeXs6gQYNQUFAgLi6OFy9eiB5/VFQUnz59IiAgABUVFf7880+SkpK4du0a1dXVVFdX888//xAaGipEI6dPnxbVpYKCAtasWcObN2+4du2aAPNYWlqK8X5MTIxwQWtqanLjxg0uXbpEZWUlJSUlrF+/noKCApYvX46VlRUFBQX8888/NDQ0MG/ePOG6Tk1NRUFBgczMTCwtLXF2dmbWrFmUlJRgbW3Ntm3bxMQ0LS2NQYMGCZvkly9fePbsGfHx8dy9e5fq6mosLS2JjY0VmmZ/f38RPJaw+SX89+vXrwtrZWlpqchz1NXV8eTJE3x9fTE1NcXDw4Pu7m5SUlIoLCxk586dODk58eeff4oOur6+PiNHjqSzs5OEhASio6O5efMmCxcupLW1FSMjIzw9PUVdTeIWv3v3LhoaGkydOhUbGxuioqLw8vL6X464tDTSMjIyh0JDQ4mMjGT79u3cv3+frKwsbG1tiY2NRUVFhRMnThAeHk5ZWRnjx48nMzOTwsJC4bDOzc1FXl4eRUVFzM3NiYyMxN3dnbCwMK5evcrJkyd59OgR8L9OXolSz9/fH39/f7Gfe/bsGYcPH2bKlClERUWJCsrXr1+prq4mLi6Oqqoqnj9/jo2NjaiRPH36lHPnzhETE8O3b9/Q0NDg2bNnlJaWYmVlRWdnJ2VlZcjIyNCnTx/MzMx48eIF379/p7S0VAjV09LScHBwIC8vj+rqam7evElXVxd//vknkydPJiIigoEDB2JgYCB24BLkXGdnJ+vXr6e1tZXQ0FCGDx8u3LiSnbPk5Tt06FCUlZXJyclh4sSJAOTn5wPg6urK3bt3RWUqLS0NdXV1RowYgbGxMTExMYwYMYK6ujo+fPjA/fv3ycnJEfs2BQUFPDw8mDp1KtOmTSM6OhodHR2ampqYNGkSo0ePxtramr///puAgABsbW3ZuXMn9fX1rF27lpEjRzJt2jQCAgLYs2cPPj4+mJmZ0dLSgr+/P+PGjUNGRobXr1/z7t07GhoaUFRUpLS0VCQuFRUVyc/PF2YvXV1dqqqqcHBw4N69e1haWrJx40YOHTqEkpKSeFXevXuX4uJitm/fjqOjI6mpqRgaGrJmzRrc3NxwdnYmJiYGPz8/+vXrJ37hrl+/LmhrUVFRpKSkkJOTw5YtW3jz5g1nzpzh7t27bNy4kVOnThEVFcWBAwdob29n3rx5qKurM2/ePNzc3LC0tKRXr150dXVhY2PDjRs3ePbsGfr6+uzcuRM/Pz9WrVolPjCSKc2QIUM4fvw4GzduFLU8d3d3srOzRfBST0+P/Px8MjIy2Lp1K8OHD+fXr19kZ2djZmbG58+fsbS0xN3dXdS38vLykJeXZ/PmzaIStmrVKhYuXMitW7cEN/v79+8YGhry/ft3Fi1ahLe3N6qqqmRkZGBsbMzjx48BmDBhApMnTxY41czMTLy9vTl+/DgrV67Ew8OD3r17Y2NjQ2pqKsHBwZibm/P777+TmppKRUUFioqKLF26FFVVVbG33LlzJ+7u7vj5+REVFcW8wrTAAAAgAElEQVTatWt5//49Y8eORVNTEzs7O+7fvy/2nm/fvsXR0ZGAgABWr16NtrY2ISEhNDQ00NbWRmVlJf369SMwMJCGhgbu3r3L0KFDuXLlCoMGDcLS0pKmpibevHkjVgsSkYmsrCzV1dUUFBSgoaFBV1cXRUVFWFtbk52dzaxZs8T4V1NTk/LychYsWMCTJ08ENzsvL4/IyEj27t3LoUOHmDFjBhcvXuTQoUMEBweTkpIisMcjRoygo6OD9+/f09jYyIIFCwgICCAwMJCmpiZMTU1ZsWIFSkpKBAQEsHXrVu7cucOUKVPw9fVl9OjRNDY2oqqqytOnT+nq6sLExITJkydz4cIF9uzZQ0REBD9//qSoqIi8vDyio6PFyqOoqIhx48Zx6tQpdu3aRWdnJ+rq6pw/f57q6mqioqKwt7cXQSpfX1/mz58vEJlaWlrcuXMHXV1dVqxYwbhx4/Dz88PExITbt28TFBSEnJwcPXr0ICIiAlVVVSEKiomJEQ76oqIikpOTqa2tpaqqCjs7O1xdXfn165fIAtXV1WFsbIy/vz8TJ06kuLiYixcv0traip+fH7GxsfTv35/+/fszbtw40tPTxThZV1cXPz8/WltbefnyJTNmzBDr0oSEBAYPHiyUoBJufGBgIHp6ejQ3N2NmZoaHhwcZGRnIy8uLCquJiQlZWVn06dOH+Ph4VFRUmDZtGpqamlRXVzNp0iQyMjKYOXMmsbGxVFVVISUlRWtrK/v27ePWrVv4+PgwZswYPD09xbRn3759jBo1SqTxJXpmLy8vdHV1iY6OxsDAgH379pGWlkZERAS/fv1i1qxZgviZl5eHl5cXWVlZ/7ua+ueffw5J9h+FhYWMHDmSHz9+iO6oo6Mjc+bMITw8HE9PT1paWuju7sbS0lJwpo2NjamsrGTq1KmCNNXR0SFoNUePHmXJkiVERETQ1tZGRUUFRkZGnDhxguTkZDQ1NXn06BEGBgaiY/jt2zfU1NQoKChg8uTJJCQksH79elG/cHZ2pm/fvsjIyLBq1SpUVFRobm4WSfKJEyfS1taGh4cH7e3tPHjwgPHjx5Oens7y5cs5ceKESIdLNH+5ubnExsby+vVr9u/fz9mzZ6murmbAgAHiwFdSUuLLly/8+vWL9PR0VFVVKS4uZujQoURHRwtM4PDhw5GVlcXGxoZJkyZRXFzMq1eviIuL4+7du3R2djJ+/HicnZ25cuUKOjo6SElJUV1djZ+fH3V1dVy9epWuri4KCwuRl5cXicgtW7ZgYGBAe3s7RUVF4gKQlpZGQUEBCgoK7Ny5UzjElZWV8fPzIyQkhKCgIKysrGhubmbo0KGEhYWho6PD2LFjaWtr4+HDh9TW1lJTU8OmTZuwtbVFS0uL2tpaLC0tqampYciQITx+/BhHR0f09PRwcXEhIyODxYsXc+PGDZycnOjRowd79uzBzs5OBBDr6upYsGABmzdvJiAggO3bt6Ourk5FRYXoGUuS8SUlJWInnJubK7qvcnJyYu+7fv16ysrK8PHx4fv374wfP57du3fj6OhIZ2cnu3btQklJiQEDBpCamoqOjg6HDh2iqqqKDx8+CAhJd3c3165dIz4+nqtXr/Lz50+hs5O0Dzo6OvD396etrQ0NDQ1+/frFgAED+PLlCy4uLsycORNra2uKi4tRUFAgPT0dTU1NGhsbaW5uxsvLi58/f+Lj48PMmTOJjIxkzJgx1NfXU1lZiYWFBTk5OeIDYmxsLGBAWlpaYorx4MEDQbxSUlLCwMAADQ0NIiMj2bp1K5GRkdy5cwdNTU169eqFlZUVAQEBjBkzBlNTU3F5lVRgZs6cybNnz9DS0mLAgAFkZmaSmZlJWFgYenp6IhhTUVGBqakpFRUV9OnThxcvXgjvtmS1ILkwLlu2jNjYWME5V1RUxMrKCnd3dzQ1NTEzM8PJyQkrKytBVGxubsbFxYUePXrg6uqKs7Mzzc3N7N69m9raWs6fP4++vj6GhobEx8fj5eWFl5cXgCDvzZw5E1dXV8LDw8nIyGDOnDmYmZkxYcIE3Nzc2L59O0uWLOHKlStMmDABQ0NDhgwZwqxZs/jjjz8Ew6F///64u7sjLy/Px48fWb58ufA6SyZQycnJbNu2jYKCAv7991/mzJmDmpoat27dIiwsjOzsbBwcHOjXrx/FxcVMmzYNLy8vZGRkCAsLQ15enurqavLy8gRbIiYmhvb2dmxtbenu7iYvL48DBw6wZMkSpk6dyqlTpzAzM+PBgwcoKSlRVFSEjY0NDx48oEePHsyfPx8jIyM6OjooLCzk3r17nDlzBmdnZ7q6utDW1sbY2Ji4uDgKCgqQlpYmJyeHxsZGsrOz6erqYvPmzXz+/FkEYhsaGigoKGD+/PnExcXh6OiIr68vv//+u7h46ejoICcnR2dnJx0dHfTv319w6W/cuEFVVRUbNmxg8ODBNDY2oqSkhKqqKh4eHpw5c4Zr165x/vx57t+/z9SpU8nJycHR0ZGamhp69erFmDFjaGlp4efPn/+n1SMhp40fP55Xr17h4eGBr6+vkLhUVVWJ0XpgYCBz584VtjYLCwssLS1pbGxEW1sbT09P1qxZg5OTk5B6REdHM336dLFmqayspKurix49eiAtLS0w3pqamlRWVopR/tmzZ/Hy8sLS0pJFixaJkKlkQmpmZkZNTQ0jRoygs7OToKAgKioqmDdvHmVlZUIDXVRURGVlJS9evCAmJuZ/Q5mKioqHVFVVRdVHksweO3Yso0aN4vHjx9TV1fH69Wv09PREevDHjx8oKSmJPqS2trYwJzU1NSEtLc3jx4+Jjo5m4cKFFBYW4ubmhpqaGkuWLBHM2aSkJPbt28cff/yBt7c3kyZNIj09nY8fP7Jw4UK0tLQICwujX79+9OzZk+vXr5OYmEhNTQ0NDQ28efOG/fv3i3G85PY1depUvn79ysiRI0lMTMTQ0JDw8HDa2tqYO3cuEqWora0tq1evJjc3lyFDhtCrVy+kpaVJT0+nV69eJCUloaamJhRyW7ZsESzf8ePHEx0djbGxMWVlZbi7u+Ph4SHCRpKLT1ZWFnJycoLCc/HiRV6+fMny5cvJz89HRkaGX79+8ddff1FbW8vIkSN5/fo1s2bNwsrKivLycjw8PFi6dCmtra1ER0djZ2dHR0cHU6ZMYdmyZSIo1atXLyZMmCAc4pL078KFC/njjz+QlZXl999/R1FRkfDwcGRlZcnJyRFVp6NHjwoH8NatW7ly5YoQNzQ2NqKoqMjVq1cJCQlBR0cHd3d3cnNzuXz5svjg5OXlMW7cOKGtrK+vJywsTJDXFBUVycjI4Ny5c6K/7+Pjw/z588nKyqK7uxtZWVkyMjJQU1MjLCwMV1dXwUI/d+4campqXLlyRQBGzp07J8abKSkppKamcubMGbq6uhgwYABtbW2kpKTw/ft37OzsmDdvHuPHj+f69etUVlayd+9e8vLy0NXVpaCggKNHj5KSksKAAQOwtrampqZGYHJra2uJj4/n5cuXtLe3ExcXh5KSEnfu3KGrq4vp06fj5+eHjIwMTU1N1NbWkp6ezr///ouGhgaysrKoqqpSWlpKVFQUP378oKioiB07dgiLnYSPrKGhQX5+Ptu2bUNdXZ3a2lpev36Nm5sbY8aM4cqVK5SVlbFp0yYOHTpEZGQkO3bsQEFBAR8fH/r3709DQwPKysps3bpVwHqMjY158uQJt27d4v3792IH2dXVhYyMDLNmzSIxMVGocUtLS1myZIngMKxatYqRI0dibW2NsrIyOjo6BAUFCcWgJHvx8+dPVFVV+fXrF3l5ebS3t6OgoMCsWbMICwsjIyODhIQEtLW1uX37NnZ2doJvbWFhwa9fv0hOTsbJyYno6Gg8PT0BWLduHd++fWPatGncuHEDJSUlwsPD0dfXFyjP2tpaiouLaW5uRktLS+Qg5syZQ+/evUX7AuD48eOMHDkSTU1Nrl69KnzfERER2Nvbc/v2baSkpKisrGT58uW4uLigoKDA8+fPxUtTSUmJP//8k5ycHAwMDBg1ahSjRo1i0qRJfPnyhb179/L69WuGDx/Op0+fuHfvHunp6SK78+TJE86dO8e7d+948OABO3fu5OvXr/Tu3ZtNmzaRlJSEnZ0dISEhBAYGYm5uTmJiosDPVlZWcu7cOXJycpg+fbqw5eXn5xMcHMzWrVt58uQJ2traHD58mPPnzzNp0iRBlZPkf4YPH469vT137tyhT58+7Nmzh969e/Pw4UM6OjpwcXHBxsaGsLAwRo0ahbe3N9u2bRNEvmHDhgl/tEQDK6HHLVmyBD8/P1JTU6murkZfX5/g4GAGDBiAm5sbPXr0QFVVlT179vDu3Ts2b94s1qUWFhbCGSDJiHz79o0tW7aICqqnpycvX77k0KFDpKSksHDhQkaPHk15eTk/f/4kNDSUU6dOYWdnR1FREbt27eLly5fiETVlyhQaGhoYNmwYubm5wvhXVlZGaGgo9vb2nDp1iuzsbFEZXLhwIcuXL2fgwIGihy1puJSWljJhwgTevHkjLHnq6uoYGBiQmZnJ4cOHxWMwLCxMNF2Kioo4duwYcnJyfPnyBWdnZ1pbW+nR3d3dXVRUJOhBknh6W1sbVVVVhIWFMXz4cMrLy7l16xYfP36kqKiI3377jfT0dBEayc3NZeXKlQQEBAh3a2VlJVevXqVfv36kpaUxZMgQgbKU3BI9PT0JDw9n0KBBDB8+XHxoHB0dsbW1RVpammfPnmFnZ4eKigqhoaF0dHTQ2dnJt2/fsLOzIzMzk7i4OFGHkpWVpauri4KCAkxNTWlsbMTAwIDq6mo0NDQwNjamvb2dp0+f0r9/f0pLS2ltbeXz589UVlYKmpCLi4sIgUkCBYMHD0ZXV5f8/HwKCwupqalBXl6egoIC8vLyKCkpYejQoUJg7uTkREhICHp6eri7u1NTUyM+qikpKcTHxwvgimRE5ODgICD3BgYGpKam0qNHD/T09FBXV+fHjx90d3ezaNEipKWlSUxMxMXFBUVFRRISEpgzZ44AuLx580Z0+drb27G0tBS9z+joaC5fvkx9fT1ycnK8efMGfX19Pn36RF5eHsXFxaioqNDS0sLhw4d5//498fHxuLq6Cr605AP6/PlzZsyYQUREBL///jtv374lISEBTU1NlJSUaGtrE9WV1NRUsbdKSkoiIiICbW1tfv78iZSUFGVlZSIRHxERwfz58wGoq6vDxMSEjIwMDhw4QGxsrHBiJyQkICMjg46ODlZWViJB/P/+Y2tri5qaGq2traxevZr4+HgKCwuFVD4tLY3CwkIWLVpEfn4+zs7O3L59G3d3d9LT02lra6O+vp6uri4WLVrEu3fvSEpK4vz589jY2KChoUFxcTHDhw9n8eLF4rCQTHAkiWxtbW1MTEzo1asXsbGx6OvrC82ilJQUN2/eRFpamo6ODhITE6mqqkJeXl6wkffs2YOysjLHjh2js7OT3NxcYQHKzs7G3d1dYBcXL14M/K+vXCJCSEtLw87OjsePH9OnTx/evn1Lz549sbW1JT09ndraWkJCQujduzfNzc0MHjyYhoYGJk6ciLe3N+bm5kRFRXHhwgUaGxv58uULY8aMwdjYmIqKCiorK8nOzkZNTU1Mjh49esSIESNoaGigtrYWZWVlWlpacHR0xMnJiY6ODiEBef/+vcA+enp60tDQQI8ePVBQUBDTEg8PD6SlpSkoKMDS0pLU1FRyc3NZvHgxTU1NVFZW0r9/f+Lj40WdTk9Pj+7ubnR0dDAxMREGOUnLwNDQkC9fvlBbW8vXr19FTaylpYWGhgZUVVUFE6G9vR0pKSlSUlKwtbVFSUlJ2KQkL05TU1Pa29sFqzs8PJxPnz6Rn58v2iHW1tYi/DRkyBCRzbl37x45OTn/5+fXwsICY2NjGhsbxcWhV69eDB06VPwOu7u7U1RUJKaVAFVVVURERKCvr4+BgQFxcXH07NlTZDFsbW05d+4cLi4uSElJ8eXLF2pqaigoKGDRokXU19cLHKuGhgY2NjbU1tZy6tQpXrx4gYuLC6tXr+bdu3dMnTqVyMhIkpKSmDx5Mi9fvkRFRQVLS0uhFZZU1YyMjPj06RMODg4EBQUJpWxRURFlZWV8/PiR/fv38+nTJ379+oW8vLz4WSwpKaFv377U1tYydepUJkyYwKVLl8TqREpKSlwGxowZw5cvX2hubhZ79vv376Ovr4+NjQ2DBg0iPDycKVOm0NTURENDg5ikmpqa0tXVJXgNysrKpKamEhISwqpVq4iOjubNmzdYWFhQWFjIzJkzcXBwoEePHri4uIhvtURo4uXlhbGxMcnJyUyaNInv378zZ84cQkJCxM/rlClTiIyMpFevXmhraxMbG4uLiwtKSkpIP3v27FB9fb0wbMXHxxMSEoKJiQl3796lpKRE9MdiYmIEGvDjx4+8evVKaO4aGxs5ceIEUlJSaGlpMXv2bKSlpampqSE3N5efP38SHR1NQ0MDXl5e2NraCnnDjh07cHBwoLi4mLVr11JVVcW3b9+E8lCSho2Li/s/RClJwGH//v2sWbMGExMTZGVlGT58uNjpjR49mpKSEqysrJCVlRWBsXv37rF+/XpsbGx4+/Yturq6HDp0iIqKCo4fP46+vj6lpaXY2dmxZcsWWltbUVZW5suXL8JEFBYWhrW1NRUVFdTV1TF79mwcHR2xsbERusX29nZSUlJwcnJCRkaGzs5OMYKRhCYkFiJnZ2c+ffqEmZkZurq6fP36VViTfvz4wZQpU5CRkRGAAikpKU6dOiX+j9evXyMjI0NoaCiamppYWVlx9epVjh49irKyMk5OTiJZefToUebOnUt6ejo9e/bEy8tL6CFtbW2xtLTk2bNnqKur8+TJE06ePCn42GVlZSxdupTZs2cTFxdHREQEW7ZsESJ6yW12yJAhAFRUVODs7MyyZcvIzs5m9uzZXL16VeyfZWRkKC0tJTAwEDc3N3R1denRowfm5uZYWVkxduxYioqKiIqK4tq1a8LBrqKiQkBAAP369aO1tRVXV1fMzMz4+fOn2DOfP3+e/Px8tm7dirq6OitXrkRKSgptbW0KCgro6OggJyeH0tJSwUa/du0aS5YsISwsjG/fviEvL8/KlStZunSpONTv3r0reAVXr16loKAAExMTXrx4wc2bN6msrMTIyEjU03R1dfn999/R0dGhsLAQExMTrK2tuXnzpshZlJSU0NLSQnR0NMnJyWRlZXH48GEePXrEH3/8gY2NDd7e3syZM4ezZ88iKytLVFQUffr0IT8/Hzs7O0xNTcnOzsbe3p6srCwSEhK4fv06+vr6PH/+nJUrVzJo0CASEhLEaM7Kyoq+ffsSHh7OvHnz6OrqYvz48ZiamvLff/8REhKCsbExSUlJ/Pvvvzx48IAjR44QGhrK9+/fWbp0Ka9eveLMmTPo6+vz7ds3fvz4wcyZM1FQUODXr1/069cPX19fZs2aJTjk8fHxjBkzhrKyMrS0tIQJKSIiAlNTU6KiorCzs0NJSYn4+Hh69uyJhYWFqNj8/PmT27dvixH9uXPnUFJS4vPnz0hJSeHv78+KFSu4ePGiMF09fvyYkJAQ2traGDhwIOXl5SxatIgHDx7w+vVrUW/ctWsXvr6+tLa28t9///H+/XvmzJnD+vXrGT58OL6+vqiqqvLjxw8WLlxIcXExM2bM4MiRI3h6egrFo2QcGhISwvbt2zl9+jSXLl1CXl6eOXPmoKKiwh9//MGkSZPo3bu3mATMnj2bb9++iR1/e3s7I0eOFG2XsrIyxo4dy+zZs5GSksLIyAgdHR3a29v59OkTenp6KCgoMHbsWMzMzLh16xbDhw+nqKiI58+fs3nzZm7evMn+/fvR1dUlNDQUMzMzlixZwocPH1i9ejUqKio0NDSI1LokoPj9+3dxmPbq1Qt7e3vq6urEYS0lJcWUKVMoKioSshpfX19GjhyJrKws79694+PHj3h4ePDgwQPy8/N5/PgxI0eOpL6+Hmtra9TU1FBTU6O9vR0NDQ10dHTo2bMnZ8+eRV5eHgUFBRoaGigrK6OlpUW45m1tbcnMzERRUZEzZ85w8uRJXr9+TWRkpPCN3717F2lpaQwMDFBSUiI9PZ24uDjev3+PlZUV+fn5pKWl0dTURHZ2Ng0NDRw5coQRI0Ywe/ZssT65cuUK1dXVqKqq0tTUxOjRowkJCaG+vp7m5maBPo2Pj6d3794C7DVo0CC0tLQYMmQIEydOZOLEicycOZOnT5/i4uJCYmIi169fp7u7m6amJhISEsjPzycuLg7p8vLyQwYGBuTm5lJeXs6KFSuQlpbG3t5ejLfWrFnDtGnTePTokXgRSWD3sbGxXLhwgUOHDokkW3d3N7W1tTQ0NIjRwZcvX1i3bh0/fvzAwsICAwMDYQgzNzfn1atXzJs3jyFDhuDn50d0dDRLliyhvr4eCwsLYSUKCgpi48aN5ObmYmFhIYhYI0aM4MuXL7S3t4tD8c2bNzg5ObF+/XoGDx6MtLQ0Ojo6dHZ2MnPmTGbNmsXKlSvFS6KqqopBgwbx4sUL1NTUBAzk+fPnYld44sQJnj17xpQpU1i5ciXPnz/HyclJiED++usvMcry8vISPHXJWH716tUcOXIEQDhOu7u7+fnzJwcOHODcuXM8ffpU1Lq0tbXF/sjCwoJnz55RX1+PoaEhdXV1otc9bNgw8vLy0NHR4cePHzQ0NBAbG8vp06eRk5OjV69enDx5EjMzMyZNmkRdXR3JycmkpKTQ2tqKvb09S5cu5fLly7i7u3P37l2kpKT49u0bs2fPxtTUFA0NDRG68/b2ZufOnRQVFfHy5Uu0tbXZsWMHcnJyjB49Wrhu8/LyOH78OB8+fOCvv/4iMDCQpKQkHBwcOH36NMbGxmRmZmJiYsLDhw85c+YM5ubmDBo0iO/fv/PgwQMUFRVxd3fn4MGDoiZYXl7OqVOn2Lhxo8AvGhoa8s8///D333/z8uVLysrK+Pr1K8+ePWPx4sX89ttvvHv3Tkxb7OzsGDFiBBcuXGDs2LG0trYyePBgamtrSUxM5Pfff6e5uRkdHR3mzZuHlpYWa9as4e7duygpKZGTk0N0dDSPHj1i7dq1rF27lgsXLqCiosLu3bsFR1wiA7l165aQXYwfP55BgwahqqrKpk2bsLe35+3bt3z79g1LS0sKCwsZMmSI2P1JnMwvXrygsLAQX19frKysSEpKEj1jyf68sLAQNTU11q1bJ9DCV65cITY2VvSZDxw4QO/evVFXV6esrIyTJ0+irq7O6NGjycnJob6+ntbWVk6dOsW9e/doa2vDzc2NVatWiV1gW1sbjx494uHDh5iZmZGbmyu0l+PGjWPlypVMmDCBzZs34+/vT0REhLD+SV66EhymlpYWAQEBQrjQ0NCAjIwMa9asEVx3yShRT0+P9+/fM3DgQExMTJg/fz7Kysrcv3+fy5cvM2nSJBISEjAyMuLz58+iXidRyl67dk0EH7Oysrh37x7BwcECP9rZ2YmpqSmLFy/mwoULLFu2DF9fXxwdHQUbYeDAgZw7d47ffvsNf39/5OXlMTExwcPDg0uXLnHhwgUePHjA6dOnBX3u6dOnQp8oEXAEBQWRn5+Pj48Ps2bNYvHixZSUlHDgwAE2bdpEVVUV6enpGBoa4uLiQnJyMhUVFfTr1w89PT0WLFiAqakp/fr1Y+/evaIR4e3tTVpaGp2dnUyYMIGfP3/y7t07objMzc1FWVmZo0ePilH/p0+fGDp0KKWlpfj5+QnGgaqqKnl5edy8eRMDAwPU1dWJiYnB0NBQ9JBDQkL4+fMnWVlZ3Lp1i6NHj9LS0sLXr19xc3Ojra2N58+fi1pfc3MzaWlpaGhoYGlpybBhw2hubqampob09HSys7NZvXo1ixYtYurUqWRmZjJz5kyhyX3x4gVKSkqMHDmS8+fPY25uzqJFizAxMRFoYBUVFbF+WrNmDd7e3kyfPp3du3ejpaWFs7OzIJbt37+f4cOHo6GhgYuLC6NHjxbZC3V1dT5//oydnR39+/fHyckJIyMjfvz4QVNTE66urnh4eHD+/Hnmz58vKmWdnZ2CMldaWoq6ujp1dXW4uLhQV1dHQUEB5ubm7Ny5k7dv31JdXc2qVavw8fFh7NixmJubU19fT1tbG5aWlv9L9YuNje1OTk6mpaUFPT09EhMTMTc3p6SkBF1dXVENkHwM7Ozs+PHjB6ampvTo0UOAS1JTU2lsbKS9vV14gbdv3878+fPp0aOHKJHLy8sL7N7s2bO5cOECEyZMoKysjM7OTuzs7AgMDGTw4MFoampy9+5dFixYQEVFBa9fv2bJkiWkpqbSt29fpKSkqKurw8HBgUuXLjFx4kTU1dWJi4tjwYIFeHt74+vry3///UdAQACysrLo6OgIvKTkQDc1NRW/4La2tmzevBllZWV27NjB06dPsbGxQVNTk8uXL/Pbb79RX1/P06dPWblyJenp6YSFhQkCz8+fP3F0dKS9vZ38/Hzy8/MZM2YMYWFh4tUYHR3N4sWLkZWVRU1NjZKSEqqqqkhLS2PWrFkoKCgQFRXF2LFj+fjxI93d3Tg5OeHj44ONjY340Lm6upKWlkZDQwOAQCRqa2ujra2NtLQ0Pj4+bNmyhcbGRvFR8fX1pbm5WfRHe/bsSVhYGMbGxtTU1PDt2zfMzc1RUVFh5MiR4uDcunUrGRkZBAYGigDRy5cvGT58OMXFxbx580bshGbPnk1qaiotLS0MHz6chw8fikPuwoULIkzW0dHBkydPsLOzIyMjg/3796OsrMyHDx9QUVERcgrJRUsCYTl+/Lig7UmMXOPHj6eqqgp/f3+kpaUFSS87OxttbW169+7N4cOHuXXrlmCDx8TEoKKigqKiIr9+/aK1tVWwv3/+/MmiRYsoKSlBW1ubHz9+kJyczOWfeO0AACAASURBVM6dO0lISMDe3p7g4GCsrKxITk5GRkZGGJwGDBjArVu3hBM+NjaWyMhI9PX12b59Ozk5OXz48AF7e3tqa2t59OgRAwcOFM7pmJgY0tLSmDhxIh0dHQJX6+zsTHp6uiDWSdYuPXv2FG5qCQfawcEBQChmNTQ0ePz4seihJicn097ezr1799DT0xPrEMno3cTEhI8fP7Js2TJaW1sJDw9n7dq1ZGRkEBUVxeDBg1FXV0dVVZXbt2/z119/UVZWRkhICL/99hshISHIyMjg5OSEnJwcbW1tfP78mZSUFJG01dLSIi4uDjs7O0xMTGhqaiIlJQUNDQ0xnnd3d0dDQ4Po6GhUVFQA6OzspKamhqKiIiwsLGhqaqKrq0vwHQoLC6mvr0dDQwMVFRUyMjJISUlh6dKlfP/+XTAcpkyZQkpKimBHKysr8/LlS9zc3Ojq6qKiogJLS0uysrKwtrYmMjISCwsLMeUbNmwY1dXVZGRkiLqqgYEB5ubmHDlyhL1791JVVUVcXByqqqr07duXFy9eADBgwABevXrFb7/9hqGhobgABAUFMXHiRKSkpMjNzSU+Pp5Dhw5RU1PD6dOn2bx5M3Jycrx69YqWlhaRZNbX1+fZs2dMmDCBoKAgWlpa0NHRobGxkbFjxxIREUF2djbTpk0jJiYGR0dHYmJiqK+vZ+PGjdy+fZuhQ4eio6NDSUkJsbGxTJ06laSkJIyMjHjx4gWrVq2itLQUX19fXF1d6dOnD+np6djY2KCsrEx6erpY7YSGhnLs2DEiIyNFQ+DmzZt0dHQQEBCAsrIyxcXFeHl5sXr1apSUlAgLC8PIyEhU/aSlpTl9+jRLliwhJyeHw4cPY29vz969e8nOziYnJ4eHDx/i6OhIWFgYa9as4dWrVzQ0NODi4kJRUZHgaHR1dWFubo63tzfz588XjSVPT0+RmdmyZQsA6enpuLq6ApCVlUXfvn35//6R9LuNjY1FhsDDw+P/9++io6PR0tLC3NxcZL+0tbX/z7/JzMykX79+QuoE0NbWJiYSNTU1/2vrqqioODRr1izi4+Px9vbGy8uLvLw8kXiLiopi0qRJ+Pv78+vXL379+kV3dzdtbW2kpqby+vVrioqKaG5uxtvbW4weR4wYgb6+Phs3buTGjRtUVlYSHR0tVHwAT58+FaGbtWvXIicnx44dOxgxYoQYoUsobJLD6NevX4SFhYmKUVdXF+np6SxdupSuri72799PQUEBV65c4fDhw1haWopkYHx8PC0tLeLQlThxJfstS0tLHj16RE5ODmvWrGHy5MkMHjyYHz9+kJWVxebNmxk9ejSvXr3C19cXY2NjoqOj+e2330hNTeXOnTu8e/cOfX19UlNThVryzZs3IiDS1tbGnj17ePXqFcXFxeIwun37NkuWLMHT0xMPDw+srKyora0V6WkfHx+cnJwEzvPjx48YGRmJnba1tTVOTk7cvHmThoYGdHR0+PTpE2vWrEFOTo5z585RV1cnXnyVlZUcOnSIkJAQYmJi6N+/P2vWrGH79u1ERkZSX1+Pq6srycnJIrV78eJFlJSUcHZ2JisrCx8fH+zt7SkoKMDR0REtLS2hXAwMDMTU1JSIiAjMzc3Fq1Hi4e7o6BDAE8kNe/78+WKiMWHCBLZv346trS21tbXk5OTw/v17qqqqmDBhguALX79+nadPn3Lx4kUyMjL49u2bGPd7enoSFxfHpk2bWLVqFcrKymzevJnk5GS0tLSA/5V5SDqf/fr1w9vbmzNnziAjI0N4eDj5+fkEBQVRXV3N2LFjhTVHwqavra1l1KhRmJiYUFdXR3R0NEuXLhUIz5s3bzJo0CB2797NixcvsLa2RldXV1CWJMEwZWVlVqxYQXZ2Ni9fvhQ7SVdXV/777z8uXryIiorK/0PVW0Vlnb7v2wcpjSBISXejtAhigICB2PlV0bFzxsAYY5wZ29Gxx7HHHmMUCcUAFFSUFAVJKWkp6Xg3fuu51/vfcC03XC7xic99X9d5Hoc4tHR3d7N9+3asra2pqKggNjaWT58+ERgYiJGREWZmZuzevZv+/ftTU1PD4MGDCQ4ORldXl+HDh/PkyRMBXLGxscHLy4vq6mqCgoIwNTXFysqKuro6ampq0NXV5dGjR4SGhnL37l06Ozvp6uri2LFj3L17l61bt7J+/XpOnz7N/fv3aW1tJTs7W/z/lpeX09HRQXp6unBc6+vrM3bsWHR0dJg3b56AcUyaNIknT54gIyPDtGnT0NHR4evXr4Il7ebmhp6eHkuWLEFWVpbZs2ezYcMG5OXlxc2ourqamTNnEhgYiLa2NgYGBjg7O2NtbU19fT2JiYl8/PiR9PR0pkyZwtixYwkKCqK1tZXx48djZmbGsGHDiIuLY+rUqRw6dIgnT56wZ88eQkJCcHNzo7q6mrFjx2JgYCByFdOnT0dfX59x48bx4sUL1q5dK8xNxcXFmJmZER8fj5+fH+vXr2f//v1s3ryZsrIy+vfvT2trK7q6urx48YKOjg7U1dUxMjLCxcWFt2/fMmXKFPz8/Hj//j3S0tI4OztTW1vL7NmzxQMvMzNT8AIk3nBvb2/s7OyQlZXl2rVr7Nq1i/DwcDo6OrC1tUVOTo62tjbB7I+JiUFPT09kVDIzM/n+/TuhoaFIS0vT0tIixESSGtXAgQPFQbOoqIiKigpu3rwp1mI//fQT2travHz5ksrKSjQ1NfH392fMmDFcuXIFVVVV4uPj2bdvH7a2tkRHR/PhwwdWrVolUMR9fX04OjpSWFhIS0sLjo6O2NjYUFBQgJmZGV5eXuTm5qKnp0dhYaGY1KWnp7NgwQL27NmDhYUF2trawnxYWVlJcHAwQ4cORV9fn4KCArKzs9m3bx+5ubk8e/aMlpYWhgwZIjgODx48YN++fVRUVKChocHNmzeZPn06jY2N1NbWkpmZybVr11BUVMTAwICoqCikpKQ4ffo0ly9fJj09neXLl5OUlIS7uzsnTpzA29ubjo4OAS46ePAgwcHB9Pb2cvXqVe7fv8/EiROROXHixM6///6bhoYGFBUV2bFjBzU1NcTGxlJUVIShoSF//vknaWlpNDY2UllZiZubm0DqmZmZMWnSJM6fP4+mpiYrV67k+PHjXLt2jREjRvDgwQOys7MJCAhg1KhRbN++HWlpaYEc1dLSwsnJiX379pGens7du3dpbW1l0KBBODk5cfHiReFOlojs8/Pz+fPPP9m2bRtOTk4cP36cmzdvIisrS0VFBcrKykKJ+PXrVxITE4mLixPUri9fvpCdnS0eNDExMWhoaLBo0SL+97//oaOjw+nTp4mNjaWkpISDBw9SXV1NfHw8SkpKJCcnM2nSJCwtLUUS2NTUlLS0NHR0dAgJCUFNTY2FCxeK0UZCQgKOjo4isCMx2+Tl5WFoaCj0dYcPH0ZZWVkEdCS2Iw8PD7q6upCTk6OoqIj79+9z8uRJbGxsANiwYQPx8fGYmZlx69Ytfv/9dxwcHCgqKuLbt2+sXr2aFy9eUF9fz6ZNm0hNTeXZs2cCKymhw129ehUrKytaWlqwsbHh6dOnNDY2EhQUREpKCiEhIVRXV+Pm5sbevXsJCAigrq6Orq4urK2t8fHx4b///mPVqlUCAFFSUiIwgZWVlZw9e5YpU6YIHrlkZ56dnY2+vj6enp5kZmayfPly8SCZPn06vr6+HDt2TIyp//33Xx4+fIi/vz8nTpzAxsaGqqoqpk+fjoyMDAMHDqSqqorGxka2b98ubFDq6ur8/fff2NnZoa+vLzzeixcvJicnh+3bt2NpaSlO3EZGRhw7dkyAfyQkpKVLl1JQUCCwp15eXgLzWVxcjIeHhzDVHT16FE9PT5ydncWITwJ5kQSQVq9eTb9+/Zg1axZ1dXVMnDiR8vJyzp07x+vXr0VVcdu2bQwZMoTRo0eLII2vry8DBw7E39+fvr4+9PX1aWlpYeLEieJ0fvXqVRYvXsy///6Luro6dXV1nDx5Emtra3R1dRk4cCDOzs5MnjxZHLCWLl1KQEAAHR0dlJeXs379egYOHMiFCxfYv38/bW1tvH//Xvy6cOGCCFjp6emJHrOdnR3y8vK8efOGtrY2VFVVSU5OxszMjFmzZmFsbIyuri47duxARkYGFRUVKioquHr1Knl5eQKRuX//fkpLS4XhTQL5cHV15f79+4wcORI9PT0OHTrE7t270dPTo7i4GBUVFX7++WfGjx9PfX09GRkZ5OTksGjRIj58+EBsbCz37t2jublZrAQkPHNDQ0M8PT3p6ekRLnNJ8CkyMhI7OzsqKirQ1NQkMjKS1NRUxo0bx+zZs3n79i05OTkcO3YMVVVVWltbcXFx4ccff2TSpEnU1NRgbW3N48ePqampYezYsVRXV7Ns2TI8PDxYuHAhEydOxNHREUVFRdavX8/06dNRUlJCUVGRv/76CxcXFx4/fkxZWRmmpqbk5uZy4cIFfHx8+PDhA9nZ2XR0dPDw4UPu37/P3Llz6d+/P05OTkRFRTFw4EDs7e2Fu9vMzIzIyEhOnDghBB92dnakpqayZcsWsXrT0dFBRUUFPT09pk+fTlFREZaWljx+/Jhjx45x6tQpNm3ahJqaGsnJyWJt1a9fPy5evEhCQgKXLl3C3d2dMWPGcPHiRYYNG0ZkZCR9fX1s27aNYcOGCQiJxManqamJjIwMu3btIjExkYCAAAoLC9HV1UVNTQ07OzsKCgrQ0tLiw4cPzJo1i927d9PQ0ICamhpNTU3IyMigra3N6NGjaW1t5erVq5iamlJZWcnDhw+xt7dHVVWVnp4ePDw8aG9vZ968eXR3dyMnJ0dQUBDKysrIy8sLNbXkGWlqasqVK1eQlpYWFERFRUVu377NL7/8Ql9fH97e3gL+09DQIP78yJEjsbGxISwsjP79+3P48GEWLVqEhoYGgwYNQsbOzm6nnJwcvr6+5Ofnk5KSImpO+vr6rFq1Cnt7e5F6PHToEGVlZXR1daGrq0tzczNJSUmCz71gwQJB+XJwcGDBggVoaWnh7e0tAAfq6uosXLgQOTk5iouLkZGRwdnZmU+fPjFz5kyGDRuGo6MjXV1dqKmp0dvbS2FhIWlpadjY2LB9+3aSk5NRVVXl+fPnGBsbM2HCBJycnAgJCeHJkyfMmTOH9vZ2rK2tCQwMpKmpCQMDA2bOnImfnx8hISFoa2vz9OlTzpw5g4GBATNmzODDhw+oqamRnp4urC41NTU4OjrS09ODioqKeBiYm5tTUlLC58+fCQ4OxtDQkMzMTGRlZSkrKyMrK4s9e/bg5eUlbntFRUVoaWnh6enJrl27+PTpEy4uLhw8eFC4YLu6utDT08PLy4uVK1cSHR1NcnIyVlZWNDU14efnB0BERITYY+np6fH582c+ffok0K1Pnz5FWlqa4cOH4+PjQ3d3N6NHj2bRokWEhYWhpKQknN0dHR10dHSgpaVFQ0MDQ4YMYdKkSdTV1VFQUMDNmzdxdXVl6dKldHV10dnZKYhpcnJyAMjLy1NaWkpKSgptbW24uroSHR3N5s2b+f3333nz5g2LFy/G3t6evr4+du3aJZjp3759Izo6mqqqKgwNDblz5w66urqkpaUxYsQIDh8+zLZt21i+fDnGxsYcOHCA9evX8/DhQ3766SdsbGyIj49HQ0OD+Ph4Xr58SXl5OVevXhXj03PnztHS0sL48eMJCQlh6tSpFBcXo6CgwNq1azl37hz//PMPrq6uXL16FSMjIx48eMCtW7dQVVXFysqKdevW4eDgIBR51dXVdHd3U11dzeHDh2lra+Phw4dkZmZy+fJljhw5QnJyMh4eHlRUVLBlyxbk5eUpKirCzc2NM2fOMGLECN6/f09cXJzoSUu4AGlpaezYsQMdHR2xDigrK2PFihXcvHmT7u5u9u7dy6tXrzAxMWHv3r14e3szZ84cLC0tef36NcnJyRgaGmJnZ0ddXR2//vorzs7OmJubEx0dTXZ2Nr6+vuzevRtLS0vxdzY0NIjE9/nz5+nXrx8//PADzc3NhIaG0tTUJA5K9+/fx8vLi9WrV9PY2MjYsWNpaGhASUmJqKgovn79ytKlS8nIyEBBQYHo6Ggx8n39+jVBQUF8/fqV4cOHM3XqVNFBl5WVRUNDA1VVVaqqqpCWlmbFihVoaWmxcOFC0aWWlpZGVlaWL1++oKuri5mZGaqqqqirqzN//nwAOjo6+PjxI7NmzaK4uBhjY2Pc3Ny4ePEiaWlpwnaVlZWFs7Mzf/zxhzgEv379WqhEX716xd69e8nNzWXZsmU0NTWRk5NDS0sLY8eO5cuXLwwaNIjAwEAGDx5M//79Wbt2LQEBAdTW1pKXl4e9vT2zZ89myJAhHDt2DH9/fyGiePz4sZDMyMnJcePGDS5fvkxAQABDhgyhu7sbKSkpbt26RXh4OBoaGrS3t5OamoqpqSne3t4EBAQwfvx4jh8/LjS+VlZWBAUF8enTJ6qrqxkyZAiHDh1CT0+P5uZmzp49i7KysjgcvHr1ii9fvrB27VqKi4spKSkhLCyM+/fvU1xczPTp0+np6eH27dtoa2tjbGzMw4cPuX79OocOHeLUqVP4+PiQlZXFxo0bBY/j8ePHWFhY4OrqKnIOtra2LF++nDdv3gDw33//MWjQIKZOncrFixcJCQmhq6uLJ0+eMGzYMKSlpZk1axZBQUHU19cTEREhREEDBw7Ez88PY2NjsRZSUlLi0qVLpKWlUVBQQHh4OO7u7mRnZ3P9+nXOnj3LgQMHePjwISdPnuT06dP4+fkJze2gQYPYuHEjI0aM4PXr12Ld8+jRI65cuUJHRwd6enoEBQUxZ84c9PX1xUq1oaEBd3d3Ro8ezZkzZ/D29iYuLo7Hjx/T3d0t8gh5eXki17Js2TJycnI4dOgQ1dXV9O/fH0tLS2RUVFR2Snyijo6OGBkZYWpqCoCNjQ1RUVH09fUJLnRjYyMFBQV8/PiRgIAAfH19xbisvLycY8eO8fXrV7Zs2cLnz5+JjIwkMzOTmpoa3NzcuHLliqgEKSgo4OjoiJeXF9LS0owaNYo5c+YQFxfH1q1bRYl92LBhaGlpsXz5chYuXMjbt29RVVVl+/btDBs2jJ07d9LX1yfA+fv37/+/H05GhoyMDAF0yc/PJzMzE4CXL19SVlaGj48PM2bMQE5OjtzcXO7cucOqVauoqKhg5cqV2Nra8uDBA+7cuUNtbS1VVVWiC3n37l1CQkKIjIxkxIgRPH78mCVLluDl5YWBgQGfP39m06ZNHD16VAQvtm/fTnd3N9evX8fW1hZFRUVmz56Nnp4eKSkpNDU1UVFRIcIbEjdsQ0MDgwYNYv/+/SgrK/P777/j6OhIcXEx9+7dw9PTk/r6eqSkpLh//z7z5s0TN7msrCy2bduGl5cXly9fZtGiRcycOZOUlBQGDhzIgAED+PDhAwAyMjLcv38fOTk5jI2NRZL506dPmJubY2Njww8//EBVVRURERFUVVWhq6srrGgSC1d2djaqqqq8evWKFy9e0NzcjJ+fH1lZWYwZM0boSbOystiwYYOo10gCG/X19QQEBJCZmSnyDocOHeLkyZNoaWnh4+PD/v37CQ0NZe7cuSgoKNDb2yvGlZqamtTW1qKhoSFuDO/evSM6OpqNGzeK9P706dPR1dVl4cKFzJ49m6lTp3Lr1i0yMzPFrUnSUV2zZg0XLlxg3rx5hIeHo6CgwK+//ioSupLD4qZNm3B0dERGRkZwwSVWqaysLAYPHizQlzNmzODFixc4Ojqyf/9+mpqaiI2Npbu7G1NTUxQVFVFXV2fSpElUVVWRlZVFbW0tTk5O1NbWoqmpiY+PjzgUt7W10dzczPv37zl//jyRkZEkJSVha2tLY2Mja9euJSIiAmtra+bOncuLFy/EBGTz5s2MHz+etrY2UlNTsbKy4siRIzg4OJCenk5YWBjr16/n8uXL2NjY0NzcTE1NDdXV1Rw4cIAff/xRVCO9vb1paWnh0qVLTJw4kZCQELKzsxkzZgzW1tZ4eHhgbm7OsGHDGDNmDKWlpWzatInq6moUFBTw9PRky5YthIeH8/jxY2bOnImRkRFJSUmsWrUKgH/++Ud4gltbWykrKxM3+bq6Ory9vVFQUODp06eoqqri4+NDZmYmR48eJTY2llGjRvHx40e6u7sFZCYtLY2bN2/i5uZGeHg4cXFxwhktIyNDQkKCIJtJOrn+/v68fv2abdu2UVFRgbu7OzNnzhQMB1dXVywtLcnMzBS+99LSUvLy8mhqamLSpEm0trYSHx8vEuSWlpaC4z1jxgwhv7C3t8fMzEyEgiVrxZCQENzd3UVNNTs7WxjDLl68SEBAgKiAamhocOLECZKTk3FwcODcuXNiuvfff/8hKyuLjY0Nubm5ojr55MkToSBesGABGRkZREVFsXr1atLT0ykrK2PZsmVcvHgRVVVVtLW1sbCwEFXN/Px8VFVVCQsLY8KECXz79k2EiOPi4ggMDGTmzJnidTp//jwREREYGhpSXl5OWVkZ1tbW7Ny5k6KiIi5dusTu3bv5+eefGTZsGGpqaqSmppKZmYm/vz9GRkaMHTuW58+fk5mZiZGREUZGRmzdupXq6mrU1dXx8fEhJSUFLy8v3r17J/b/ly5dEoG9AQMGEB0dTWNjI8XFxVRVVTFlyhRRTx0zZgy2trbU1dVhZmbG0KFDKSkp4fTp0zx9+lRU8MLDw0WXWoLJffnyJWpqapSWluLs7ExRURHt7e2sW7eOlJQUdHR0SE9Px9vbm7lz5/4fba6vr69PsviOjIxEWVmZ//77D1VVVW7cuMH69evFA8TDw0MswSWhIllZWQwNDdHV1aW2tlaE14qKikSF5dKlSyxcuJDCwkK+fPmCjIwMM2fO5OXLl9jZ2ZGXl4eJiQlBQUE8efKEBQsWkJqayvDhwwHo7e0Vf+bFixei/mRsbIyjoyOjR4/m7NmzwgcNYGtrK5iura2t7N27l8rKSvr6+li1ahWfP38mNzdXyOJXrFhBU1MT9fX1TJgwgerqah48eICxsTFz5sxhzZo1eHp6iu5oWloaLS0tDBo0iOnTp/Ps2TO6u7vx8/PDxsaGuLg4Pnz4gI6OjqgGSUaF9vb24haqra1NVVUV/fv3Z8WKFWzcuJGGhgYmTZrE8+fP0dHR4c2bN4wYMQITExPq6uooLS0Vb9KEhAS2bdtGcXExnz59oq+vj4iICOLi4kQi8fXr17x+/Zr379/j7++Pm5ubOD07ODjQ1NTE4MGDWbVqFS4uLqiqqgoJuyS9Kgm9BQcHC/4zwOLFi8UpcMKECRQUFGBra0tKSgqysrLIyMhQWFjIrFmzePfuHeXl5fTv3x93d3cKCgro6urCxcVFJF9LSkooLCxER0eH2tpaLCwsaGlpISUlBX19fby8vEhKSmLkyJEoKysjKysrZCl6enocO3ZMVKgkJL6oqCjREw0ODiYmJkZ02xcuXMirV68YMWKEYHXb2dnh4uJCbGwspaWlrF69mrlz5xIUFCTIc35+fsIYl56eTm1tLbq6ugL6MnXqVBobG9mzZw9aWlqYm5szcuRIrly5IgiAHz9+FBVKKysrFBQU8Pb2JiwsDE9PT/bu3cuWLVtQV1dHX19fGLck7PXAwEA0NTV5+PAhhoaGxMTEcP36dcEDSEhIIDMzk/379wvpS0lJidjhr1y5kpCQEC5dusTNmzeJjo5GRUUFNTU1KioqcHV15f379yQkJODn58eyZcvIzMzExcUFaWlpFBUVBY1QTU2NQYMG8fr1axHSa29vJyQkhL6+PhQUFKiqquLjx490dXVhaGiIpqamSF3n5eVhYGBAXV0dxcXFGBgYiGri9evXGTp0KL6+vqiqqgpSokSLOHToUFpaWrh8+TLh4eHcuXOHCRMmUFxcTG5uLh0dHQA4OjoKnnp2djYODg6CwPfTTz/9PyEgY2NjnJ2daW1tFf3hfv364eDgQH5+vqj/rFixAhcXF2bMmMGNGzdwcHDAxcWFkSNHcvnyZTw8PIRfPj8/X1DdJF3fhoYG6urq+Pr1qxC8DBkyhP3796OhoYGRkRF+fn5ER0cTGBhIQUEBhYWF+Pr6ihWMJJci+Y6RfFdmZGQgLy9PdXU1tbW14n23d+9ewsPDBWNAcph0dHREQUGB9vZ2YmNjGTZsGGVlZbx7904oUEtKStDU1BTUvB07djB27Fi0tLSorq4WnPeWlhaeP3+OlJQUSkpKlJaWYmZmJtovM2bMEDyHoKAgYVNrb29HTk4OFxcXPnz4gImJCQMGDOD27duEhYUxf/58ZGVlOXLkCCoqKiKNLYGbfPr0iVWrVvH27VumT59OYmIi06ZNQ01NjYKCAqSkpCgrK0NWVpaqqirg/wKMPj4+XL9+HU1NTSwtLXn//j2dnZ0CwZucnExjYyNaWloAosYbGxuLoqIi5eXlaGpqkpSURGhoqPg/tLOzw8bGRozLW1tb0dLSIisrS0xta2pqkJeXR1lZmZSUFGpqavD19cXBwYHU1FRBwCwqKkJm586dO+fOncvAgQPJycnB2NhYWJMkicXOzk6CgoLIzc1FX1+fmpoaCgoK0NXVZffu3UyePJm+vj7Kysq4fPkyycnJxMfHExgYSE9PDxcvXmTZsmUMGTIEc3Nz7O3tGTVqlKj9hIeHM3HiREaNGoWNjQ2HDh3Cx8eHvLw8Ll68CEBKSgpDhw4V3Omenh6UlZXR0tLC1taW27dvU1xczIEDB8jPz8fY2JjIyEiSk5PR09Pj3bt3ODk58ffff3Pz5k1GjhxJZmYm/fv3Z/fu3fz5559MnTpVWMo0NTXp7e3l27dvIgSSkJCAjo4O+fn5QiLx9u1bIRxvaWnBwsJCBL/OnTtHa2srUlJSIinr6enJ7du3WbFihdiD9fT04Ofnx9y5c9m4caPoA/v5+ZGbmytSuu/fv2fcuHEUCQUIlgAAIABJREFUFBSQkJBAbW0tNjY2VFZW8ubNG1xdXamuriYqKorq6mpkZWU5ceIEhYWF9PX1sXz5chITE1FQUEBOTo6TJ0/i4eGBn58fBw4c4OjRoxQWFpKeni5CQBMnTuTUqVPY29uzc+dOdHR0uHPnDjNmzKClpYU9e/Zw9+5dsVOU1Gru3LlDamoq3t7eIkUZExODjIwMmZmZbNmyRcgizp8/j5ubm/iy/P333wWaUdJLrKiowM/Pj+TkZHJycoD/MzJdvXqVX375hZs3b2Jtbc379+8JDw9nzZo1DBs2DFVVVT58+MDLly85fPgwTk5OHD58mNjYWObPn8+RI0f4/Pkz379/FyGs7u5ufv31V5Esl5jFBg4cSEdHBzt27KCxsVEAOTQ1NUUFqaqqiu7uboYPH05zczNhYWGMHz9eyDiGDBlCv379sLOz49u3byxYsICSkhLOnDlDUlISZmZmmJqacvv2bSorK0W9RF1dXbz2w4cPx9PTk+DgYLq6ujh//rwI2lRWVmJhYUFGRgZ79+5FVVWVP/74gwkTJqCpqcmBAwfYt28f0dHRTJgwgXfv3vH27Vvc3d3R0NCgs7NTgIFycnIICAhg/vz5PHnyhMWLF2NqaoqSkhL5+fniNRg9erQwai1btoz9+/ejrq5OZGQkRkZGrFu3Dl1dXYKDg9HT0xP8hMbGRvT19UlPT2fcuHFERkYyZswY+vr6MDMzIzk5mQ0bNmBgYIC1tTWNjY10dHSwatUqJk2ahLOzMyEhIcydO1cAJnbv3o27uzs1NTWoqakRHBwsutn//PMPZmZmIvBpZWXF4sWLOXjwINbW1hgYGLBq1SpxOJWAQ1xcXMjMzGTYsGFERESgp6eHubk5p06dYs2aNVy/fh1DQ0Ox05UcEhobG6mvr0dXV5f09HQBl5GsmxoaGnj9+jVGRkYcOnSItLQ0Hj16xJEjR0S48vHjx9TV1TF58mSSkpIEZ33MmDEsX74cGRkZpKSkqKys5LfffuPFixfo6+uLvMq7d+9ISkrC3Nycmpoa4uLiGDx4ML///jtOTk6kp6fj5eUleu+StZaBgQEXLlxAWVmZgoIChg4dyurVq/H29haM8fv377Nw4UIxii4vL2fnzp1YWFigrq6OpqamsMB9//6diooKIiIihLSkqamJXbt28e7dO3R0dNDX18fGxob6+nqUlJQIDw9ny5YtWFlZERYWRlFRkeiop6Sk4OzszIULF5gxYwalpaXY2Ngwffp0rl27hpSUlECJ9vT0sH37du7evYuqqir79u3D0dERLS0tVq1aha+vL//88w+NjY1ityxxM8ycOVNY9rZs2cLMmTM5e/YsW7ZsEZ9XybRXMuXp6enhyZMneHt7Y29vT2lpqQhXSj6PZ8+eFeRLyfNn48aNgh45efJkmpubuXPnDqGhobx//57Tp08js2TJkp1tbW20t7dTW1uLlJSUeDA/evQIf39/5s+fz8KFC1FXVxf2ow0bNvDhwwcRxFFWVmbZsmXcunVL1Jby8/Npa2sjPj6etWvX8vXrV5KSkjA2Nqa4uFjoHVVVVTlz5gybNm3C3t6e9vZ2pkyZgoGBAdevX6ezs5N169axbNkyYmNjhfyjra0NfX195OTkKCwsJDQ0VIwLJQ+wH374gfT0dMaPH09qaiqjR48WtYyLFy+yYsUKga90dXWltbUVDQ0NHB0dyczMRFNTk2/fvlFaWkpPTw9r1qxh6NChpKeno6KigoaGBr29vaSlpREdHc379+/x9PQUvUUJrlFXV5fPnz8jJSWFn58fnZ2dbNq0CXNzc3R0dFi8eDGamprigaSmpiYSnL/99hu9vb3MmTOHzs5OBg0axLt375g/fz7l5eW8fPlSnGgbGhpEZer8+fNMnToVGxsb7t27h5SUFJs2bUJTU5O7d+8ybNgwamtrqaur45dffhEp1d7eXi5duoSMjAzl5eVkZ2eLit+jR4+YOXMmhw8fJiEhAVdXV1xcXKivr+f169f09PSwcuVK7t+/T1JSEi4uLnR1dZGVlcWXL1/Egy8/P1+8jvb29lRVVSElJUVCQgILFiwgKiqKgIAAHjx4wI4dO/jy5QsVFRUsWrQId3d3BgwYQG5uLiUlJbx7947c3FwSEhIwNDQkOTmZwMBAcbJ3cHAQO9fTp0/j7u5ORESEuFVKEqM5OTliBSSRlzQ3N9PS0kJTUxMlJSXcvn2b9vZ2Xr16RUhICJ2dneTk5JCUlMTt27fp7e1l06ZN9Pb2Ii0tTVJSEsePH8fV1ZX9+/czbNgwioqKxPpi9uzZNDc3ExAQgJSUlKh2/P9RugYGBnh7e/Ps2TOSk5OxtLQUf4euri6zZ8/m8ePHJCYmUllZSVlZmfD2Kioq4uDgQFJSElZWVsTGxmJkZMSLFy/ELjQlJYVz584xduxYkZw9cOAAz58/p7q6mps3b9LT08PNmzeJj4+ntLSUjo4Ovn//jp+fH5cvX2b48OFkZGSwevVqZs6cSW1tLVpaWigoKPD69Wuqqqp48eIFbW1t9O/fn/Xr19Pe3k5WVhaTJk1CV1cXBwcH8bMPGDCAM2fO8PTpU7q6uujt7cXCwkKES0NDQ1FVVUVLS4vhw4fz/v17Ro4cKcbFKioqeHl50d3dzb179/jtt9/o168fsbGxTJkyBVtbW7S1tRk4cCAtLS2MGzcODw8PHjx4wC+//MLx48dF+tvS0pIpU6Zw6NAhAgMDKS0tJSMjA3d3d86fP8+XL19oaGjA29ubjIwMAZ2R6FwdHR3p7OwkNDSUFy9ekJ2dTU5ODg8fPhTqyBEjRrBs2TJqamoICwsTHefdu3dTWFhIUVERampq6OrqoqWlRWFhIZMnT+bz58+sWrWK4uJidHR0+N///seoUaN48uSJkGF8/PiRpUuX8vLlS3x9fQWKV11dnaqqKkJCQnj8+DEGBgZ8+/YNaWlpEhISkJaWxt7eHmtra0xMTPD39+f48eMoKirS1dWFqqoq9fX1DB48GD8/PxYsWMDUqVNRUFCgra1NZIuysrIYMGAApqamyMjIICsr+3+JZxkZ9u7di46ODo2NjSQmJjJ48GAuX74sxur/+9//kJaW5tatW1haWmJoaAiAp6cn/fr14/r162hoaIjPU1VVFffu3cPCwoKXL1+SnZ3N+fPnCQgIICYmBn9/f8LDw9HT0yMyMpKBAwcyaNAgnj59SkhICJWVlWhoaPDu3Tv09fX59u0bQUFBfP78mbKyMpYuXcqtW7cYOXIkfn5+7Nu3T0x0fXx8GDduHLW1tYwbN46pU6dy9+5d2tvbhUs7Pj6eU6dOiazMvHnzmDFjBoMHD+bVq1dkZ2ezadMm5s+fj6mpKZs2bSI+Pp6pU6f+X+jMx8dnp6R+YWZmhpKSkij0p6am0trayrNnz2hraxPuYolu0dHRkY8fP7J9+3ZkZWWJjo4WgSYPDw8yMzOZOHEibW1tREVFkZGRgYWFBR4eHnh4ePDy5UtGjx4tUpnXrl2jqamJt2/fUlVVxYgRIzA2NkZLS4va2lrevHmDkZERixYt4unTpwwbNow1a9bw4sUL0tLSMDAwYPPmzbi5ufHixQvxpps0aZJgXa9du5ampiY+ffqEs7Mzurq6KCgosHHjRjG+trS0pLa2lu3bt3Pr1i2sra05duwYW7duxdjYmM2bN+Po6CgCT9u2bcPCwgIXFxeGDBnC0KFDSUhIYN++fUyfPp0HDx5w5coV9PX1uXfvHn19fdTW1jJmzBhBvEpMTEROTg55eXlcXFw4ffq02GmMHj2a2NhYMaJ3dnbm+fPn/PTTT3z79o0VK1YInebp06fJz88XPczz589z7do1zM3NBSVN0o11dXXlw4cPLF26lHv37hEZGUleXh5FRUWCh71161aioqKIiIjg4sWLzJgxg/r6et6+fcu5c+cYM2YMBgYGvH37lp6eHnJycvDy8kJdXR0vLy9SU1Pp6+ujqqqK8vJynJycMDc3p6enBzU1NTQ1NUXgr6amBhMTE6Kjozl37pxgMldXV4svke/fv6Orqys6tvv27WP8+PGYm5vj4+PD8+fP8ff358uXL4IuFR8fT0hICHv27KGlpQU3NzfOnj2LiYkJvr6+pKenM2LECHx8fJg8eTJNTU3MmTNH1NLevHmDjY0NP/74I83Nzfz8889MmTJFmMzs7e1pbm5m2rRpnDp1ioKCAsaNG8eBAwfEOOv58+eMHz+eBQsWcOHCBRITE4mIiOD9+/eiuyqp+EkIeP369cPKyopNmzaRlZWFtbU1KioqvH79mnfv3hEfH09aWhpz587ll19+QUVFhZSUFObPn09eXh7Tp0//f5CecnJyorp14MAB6urqiIqKoqCgAHd3dzFyv337NkZGRoLMJ7mdW1lZCdiPoqIi/v7+bN68mTt37qCiosKAAQNYtmwZioqKAl4hqcTIy8vj5+dHcHAwKioqjB07lsrKSq5du4anpyfp6emcPn2af//9l5MnTzJ69GhKSkqIjIwUwUd7e3sSExPR09PD3d2dP//8E0CMe1esWMGwYcOwtLRk9erVGBkZkZGRIVwI4eHh7N69mz/++AMLCwuuXbvGpEmTyM3NZeTIkURGRrJy5UrOnTuHhoYGXl5eImTW19eHiooKycnJbNu2jbNnz7J8+XIBvomIiCAtLY26ujqsrKx48OAB9vb2zJo1i4SEBH777Tdu377Nzp07mTFjBvfu3WP58uUCRnTo0CHOnj1LZWUlGzZs4Pr160ycOBF5eXm0tLQ4evSoQBZramry888/s2DBAtatW0dERAR2dnaMGjWKe/fu0dLSQlxcHADa2tps2bIFJSUlLC0t+e+///D29qa9vR0LCwvu3r0rQpnJycloa2uzYcMGtm/fjpKSEidOnEBWVhZtbW1xKDU3Nyc1NZXx48fz9OlT2tvbxSWpoKCA3t5eLC0taWhooLi4GIDU1FSRdv/7778pLy9HT0+PXbt2ce/ePUaNGoWsrCy7d+9mxowZ/Pbbb2LC+PnzZ968eYOsrKwAonh5eeHk5MT9+/cZPHgwISEhZGRk4ODgwKdPn7CzsyMiIkJcOCTv6by8PK5cucK0adMEvvT9+/eMGTOGgIAA5s2bx+XLl3n27BkxMTEiBLt//37U1NSE5OTMmTO4uroSFhYGwJo1a9DS0kJHRwdTU1M2bNiAjIwMv//+O0pKSrS0tPDo0SMGDRpEdnY2fX19Ql8qLy8vdvQSVXReXh4NDQ0kJSVRU1PDw4cPuXPnDjIHDhzYqa2tTVZWluAed3Z2IiMjg6GhIQYGBkLn6OjoiJqamvBkp6enM2jQIAwMDDhx4gQODg6cOHGCw4cP8+7dO3p6erCxsaG2tpYBAwYACJZsamoqPT09pKWlid7ppk2b0NLSYvv27fT29tLW1kZKSgqTJk0iMTGRyZMniwOCubk5L168wMzMDCcnJ+bMmSNOR5IEobGxMWPHjmXevHkkJCSIE5uOjg7u7u5oa2tjbW1NdnY2tra2mJubU1paSn5+Pk5OTtjb2xMXF0dQUBCdnZ20trZSUFCAo6OjSL1L4Pba2tpISUnx8uVLTp06JVLwPj4+tLW14eXlJfrr6urqGBsb888//9DX14empiZ1dXU4OzvT2NiItLQ0KSkppKen09LSwtevX8UKQltbW7zgmzZtIjY2lrq6OmbOnImTkxP37t3DxcWFbdu2CYHDzz//zNWrV6mrq0NGRoa2tjaamprIyMigo6NDGIIkfc0vX76grq5ORUUFra2t2Nvbc+3aNUJCQti9ezdOTk40NjbS1dXFH3/8QWlpKTdv3iQgIAAbGxtkZWWpq6ujs7MTNTU1Ll68SHh4OBYWFiQmJnLv3j3evXvHmjVraGtrIysri6amJhFSs7W1FfUdCQQhMzOTnp4e5OXlxW23paUFX19fzpw5Q11dHZqamhQXF3Pnzh0BuZCSkhJQnzdv3rBy5UqOHDlCdXU15ubm5Ofn4+zsTFxcHJ8/fyYjI4OSkhIhq29oaODNmzccPXqUK1eu0NbWxv3798nPz+fDhw+Ym5uTkpIiRvJr1qxBRkaGjo4O9u3bJ3jAysrKxMTEYGRkxKlTpzA0NGTp0qXY2dmhoaFBY2MjioqKPHv2DCUlJcrLy+np6aG9vZ19+/ZhaGiIvLy82BEHBwdjZWUluvJFRUVkZmby+fNnPn/+jKenJzt27KCrqwtNTU00NDRQUVHB1dWVAwcOsG3bNhITE2lvb+fUqVMYGBiQn5+Pm5sbN2/eJDIyEk1NTQoLC7lz5w7t7e00NjaKLqq8vDyFhYU0Nzfz5s0bgbB9+vQpN27cIDc3l7q6OqZOnSoS1CYmJnR0dGBsbEx+fj6jRo0SQR+Jya1fv34UFhby/ft3AeWZP38+HR0dIpWdlpaGlpYWvr6+NDQ0EBwcLG7GVlZWQl5kaWmJkZER379/Z+LEiSgpKeHq6oqqqiq6uroCMjNjxgyBupVY8Pz9/cXnLzIykvb2dr5+/Yq2tjZr164VUiPJenDJkiU0NDRgYmIi+BDu7u4MHjyYwsJCTExMsLS0JDAwkKSkJJSVlcnNzUVFRYXU1FRSUlJQVVXF1NSUN2/eMHz4cDZv3iy61nPmzBEHFy8vL+Li4lixYgUpKSkEBQWJqldoaCjy8vJYWVkJMI4EJXzu3DksLCx49uwZaWlptLW1UVdXR2BgIIWFhcjIyGBlZUVnZydv3rzBysqKwYMHi/Da2rVr6e3tJSsrCxcXF3R0dKiqqsLd3Z0vX77g7e2Nj4+PqIA5OjqSnZ0tPPNZWVni3zZx4kQRFG5oaMDV1ZXk5GQmT57MlClTOHXqlECftre3M3v2bJGUHjp0KFu3buXevXuoqqoyffp0YSd8+fIl379/p7Ozk4SEBB48eMDKlSuZM2cOAwYMEMra169fExMTQ3V1Nd+/f+e///6jq6uLx48fc+PGDbS0tJg7dy5KSkokJSUxadIkLly4gJqaGtra2hQVFTFq1CgOHjzI9+/fSUlJYfDgwcTExIiVrESReufOHaSkpFBRUUFJSQk3Nzfq6+tpa2tj2bJlnDx5EiMjI+rr68WO28fHR6C1s7KyCA4Oxs/PD6kJEyb0DR06lNzcXAwNDXF2dhZO0Pb2dgwMDGhra+Ply5ds376dBw8eEB4eLk4sSkpK3L17F0dHR6qrq3F0dCQ/P5+Kigp++ukn4dGWkJlyc3Pp7u7G0dGRhIQEQSjS1tYWWFOJDk1HRwdzc3OhKgwLC2P16tX89NNP4pbfv39/Xr58iZWVFW1tbairq4senqenJ3PmzOHq1atUVFQwevRo2tvbaW5uFp3BGzdu0NTUhLa2NiYmJlRVVeHm5oazszNHjx4V9ZT29nbc3d158+YNioqKBAcH8/z5cwG8//jxI8XFxdjZ2RESEkJubq6YSmRnZwtoyfPnz1m4cCElJSWCUhUZGcnkyZNRUVEhMzNTfDiPHDkibgwHDx4kICCAhoYGGhoa+Pnnn0lISBDyB1VVVVpaWujp6UFDQ4O7d++ipKTEkiVLOHv2rBjjKioqsnDhQhQVFQkNDeX06dMkJibi7OxMfX09vr6+yMnJcfv2bWpqanBxcSE3N5d169aJUZOenh7Pnz+nvr4ePz8/Nm/eLKYqN2/eZNeuXZw7d47+/fvj4uLC8+fPWbdunZCJTJgwAUDgcL29vTl+/Dh+fn7k5eWJcFhcXJwgKikrK5ORkcH06dMJCgoSe7mioiLOnj0rbmQ3btzgjz/+4MSJEzQ1NdHQ0EBAQACPHj1i8uTJwr0eExODiYmJCNFIyHIdHR1C0DBgwABycnJEn11bWxtvb2/xe8m+7dy5c2InbW1tTW1tLaWlpSxevJiHDx+KbIhkHPz582fB7JaXl6egoIBly5bx119/ibG1vLy88LdXV1fz7ds3ccvT19entbUVd3d3QVdrbm7GyclJfC727NkjbjgDBgzg69evGBkZISUlhbu7O1paWmhqavL582fMzMzo7u7m4sWLBAYGikDi+PHjuX37NgYGBlRVVQkC36hRo6iursbCwkKYtqqrq+nq6iInJ0f4oGVkZFBVVaW2thaAwYMHc/v2bQCBiV2yZAmBgYGkpqby8OFDcnNzuX//vtBzdnV1CUuVqakp2dnZ6OrqCrSjlZUVjx49wt7eXmCMk5OTxcNTcsjIzs7G0tKSQ4cOISMjg52dHQ8fPgRg9+7dPHr0iKamJgIDAwkLC+PIkSOEh4cL8YdEVhIZGSnyGy4uLhw9epRZs2ZhYGAgZD05OTlCR5yUlISDgwNfv37F39+f0tJSWltbRcK/rq5O8PkbGhro6OgQ0pHGxkbGjRuHlJQUMTExWFlZYWFhgbKyMufPnycrKwt3d3eUlZXR1tYWUyvJDtbb25vKykpBuPPz88PS0pK7d+8SGhoq1ieSFZ5E+NTe3o6/vz91dXUiq6OiooKRkRFv3rzB3t6erq4uEbyV3NwlKegrV64QFBQkwl0mJiasXr0adXV1ZsyYQVRUFNOmTcPW1paamhpiYmL49u0bwcHBDBo0CC0tLSorK4mNjcXd3R0VFRU+ffqEpqYmcnJymJubY2dnJ9gPAPX19XR1dXHjxg38/Pxobm4W71FJbTQ7OxspKSk6OzsFe7+np4ejR4/i5+fHrl272L59u3DR19TUMHr0aHp6esjLy+Pr16+YmprSr18/Pnz4gJSUlFh7REVF4e7uTl1dHTo6OsjKyqKvr8+XL19ITEykqalJhDkB8WwbNGgQNTU1KCgo0NnZiYaGBqGhobS2top1nJGREX19feTn5yPj5OS0s6enh97eXv744w/Mzc35/fff2bVrFxcuXODBgwditBQbGytweBK5gGT02dvby/Lly/npp59YsmSJCMAcPXqUjIwMAgICKCsr45dffhHYvqioKDo6OggMDMTU1JSEhASUlJQEGlXCu5U83EaNGkV9fT1bt25l5syZ/Prrr+zZs4fx48ejpaUl1GaOjo5oaGjw/ft3SktLaWhoID09HRkZGa5du0Z5eTnGxsbcunWLgwcPkpGRQWhoKDU1NeLG9eXLF4KDg/n48SN6enpkZGTQ29srDDC5ubn8888/NDQ0oKCgwNevXxkzZoz4sigsLBTwhf79+7NgwQIcHBwYO3YssbGxVFZW0tXVRUxMDL/99htLly6lpqaGH3/8UYzRTExM0NLSIjU1FVVVVVavXs3t27fR09Pj8ePHVFZW4u7uTlRUFHl5eYSFhREREcHbt28xNjZGR0eH7du3U1VVRVFREatXr0ZTU5MffvgBU1NTLl26xMyZM5GVlWX+/Pn8/PPPWFhY8P79e3Jycv4ff3J4eDiGhoZcvXqVyspKbty4gZeXF3l5eVy9epW3b9+yZMkStm3bxpIlS4iIiEBFRUV8wCVGtNLSUpHmPHnyJCtXrhTwi9TUVGbNmsX379/5/v07N27cwMDAgAULFlBWVsbjx48JDw/nwIEDbN++XagJ7927h6KiIg0NDYwbN45Pnz6xaNEipKWluXHjBo8ePeLChQs8efKEyZMnA4gvpHHjxlFXV8fAgQORkpLCzs4OBQUFcZsNCAggICCAGTNmcPfuXTZt2kRHRwdz5sxh/PjxQkDw22+/cfbsWf744w9evXolXjOJcUlFRYW1a9cyevRovL29mTx5MiYmJnz+/Bk/Pz9u375NX18fI0aMwMvLC1dXV9rb27G1taVfv364u7uzevVqjI2N6evrw83NDWlpafz9/cnJyUFaWpply5Zx7tw5li9fjqqqqqgDKSkpCeaAjY0N5ubm4gv64MGDKCgokJGRQVpaGvHx8TQ0NFBUVERTUxOtra1MnDiRjo4OTExMUFRUpK2tDRcXF2pra2lpaWHq1Kns2bOH2NhYTpw4QX19vRAWHD9+XByC5s2bR1VVFV+/fhXq3b/++otjx46Rl5fHtWvXuHv3LvHx8URHR3PlyhWUlZVF0yM/P5+tW7fy6dMngoODsbOzIzs7GxsbG0xMTHj+/DktLS2EhYUJ4uCIESN4+fIlxcXFXLlyBU1NTZYuXUpzczO2trZs27YNVVVVnjx5QlRUFDIyMlhbW7N8+XJsbW0pKSkRsJMBAwZgb29PcnIyAG/fviUtLY2enh6mTp1KfHw8Fy5cwNrami1bttDe3o66ujrq6urIysri5+fHnTt3aGxs5NatW3R2doq1VlZWFklJSdjb2yMjI0NlZSXKysoEBAQwaNAgDh48SGFhIT///DOampp0d3czYsQIkVfZsWMHxcXFvHv3DlVVVcrLy7l8+TKVlZXExcWhpKRER0cHZmZm2NnZ8fTpUyIiIgTO+dKlS0yZMkVkeYYPH05qaiomJiZ4enoSHR3NX3/9xalTp/j48SP5+fmC4fD06VM8PDw4cOAAfn5+fPnyBUVFRaqqqli3bh3Xrl1DXV2dpUuX0r9/fxYtWkReXh6lpaVoaWlhYGCAtrY2oaGhHD16lAsXLtDS0sKYMWPIzc3F2tqa58+fExkZyZs3b3BwcKCxsZFPnz5x5coVDh8+TE1NDcnJyTx+/JiSkhI2btzI0qVL8fX15ciRI5w4cQJpaWmmT58uNK1z5szh1KlThIaGkp+fT1BQENbW1rS1tfH9+3fR2/769asArEybNo07d+6IZ0V3d7f4ucaNG4e+vj779+/n8OHDmJqaYmBgwNSpU0WYeOTIkQwfPpyBAwdiYGDAkCFDcHFxwcPDg/LycuEB9/X1xdDQkB9//JGDBw+yYcMGVqxYgUxWVtZOJycnHB0dkZOTY9++fcTFxaGiokJzczMPHjxg7dq1zJ07V+wPPTw8iI2NJTk5GXNzcwoKCti9ezcXL15EUVGRs2fP4uvrS3BwsLAPjRs3TmALx44dK3YtS5cu5cGDB7i7u6Ovr8+UKVPEqWbIkCGsXLkSRUVFlJWV6e7drHM4AAAgAElEQVTuprW1ldmzZ6OiokJNTQ2qqqp0dHRQW1tLfn4+9+/fx87OjvLycsaPHy9i/L29vejq6nLv3j2mTZtGSUkJpaWlREZG0tPTw6hRo3BycqKmpgZNTU2mTZuGnp4eP/zwAw0NDYLsJisrS0NDA/369UNKSoqHDx9ibm5OTk4OkZGR/Pvvv2RlZaGuro6JiQk3btygX79+JCYmoq6uTkFBgfhwSU7wMTExODs7IyMjw7lz56ipqaG4uJiYmBgaGxu5dOkSUlJSHDhwQKRCf/31V0GXkpeXx83Njc2bN7Nu3ToCAgJEgEGSjB05cqTwyubm5mJiYsKTJ0/o6ekR+285OTlSUlIYNGgQo0ePJj8/n//++4/hw4eL0MXEiROxsrLCzMxMABmWLFnC+vXr+fDhA//88w/d3d1IS0tTV1dHWVkZI0aMEF+mBw8exMHBQUgfVq9ejaysLHp6euzfv5+0tDTi4uI4duwY7u7ueHt7o6amhpaWFiYmJujr6xMWFiaAPrdv3yYrK4u1a9diampKZ2cnDg4OwqC2cOFCRowYIUh6kZGRlJSUcOzYMb58+SJuWi9fvsTT05Pc3FxR/fHw8Pj/qDrLqCrTtg0fdHd3lyhtISiIBYgJBnY7FnbMDA62KLYO6ogtBgZ2IwZiAKISCiqCNIKEbCSE78e7uNf6/vJzs/dzP/d1nedxUF1dTW1tLXp6evTs2ZMzZ87g5+fH06dPxS5UWVmZFy9eMGjQICIiInjx4oWwu6WmpmJqakpAQADbtm2jsrISGRkZcnNzOX36NC0tLUhJSSErK4unpyfl5eVcu3aN9vZ2jh8/Lkxv5ubm/PfffwAYGRlRVVVFS0sLurq6aGlpCRNTfX09oaGh5OfnExgYiK+vL3369MHd3Z3Jkydja2sr2MsDBw4Uu/DO28eUKVMoKiqiqKiIBw8e8OHDB4qLi0lMTKS9vZ3U1FSh2DUwMEBZWRkFBQX8/f2pqKhAV1cXNTU1oQzt3AeHhYXx8uVL5s2bh4eHB+rq6vTs2ZPm5mZu3LjBo0ePBHkvKSmJsLAw0tLSBCv/0aNH6OnpidrP58+fSUtLE9WtTu1kWVkZtbW16OjooKamRmlpKc3NzZiamjJ8+HCWLl1KZWUlISEhjBgxAltbW2xsbCgsLGTChAkCJlNXV8fdu3dRU1PjwIED6Ovrk5iYSHNzM5WVlUgkEsGm7wzIdUpIOgUdc+fOJScnRwSz1NXVBc42NzeXSZMmMX36dBEiy8/P5/z582RnZwsFZnJyMhcvXkRVVZVVq1ahqqpKnz59UFFRISAggJKSErp27Qr8zyXg7++Pq6srlpaWuLq6oqKiwpQpU/Dw8BD1QC0tLU6cOMH8+fOJj4+nvLycadOmCa2oqakp9vb2wn3dGUDttLppaWmJv//8+ZOvX7/y7ds3DA0NKS4uxtnZmebmZsrLy2lubhaAJiUlJVFla2trQ1FREXt7eyQSCaqqqjx48ABLS0u8vLxErcvY2Ji6ujq0tLRwdXXl169ffP36lXXr1okA8I8fP0Rv+ufPn/To0QM7OztiY2NRU1MTLykhISG8f/8eJSUl8vLyMDIyws/PTwRqO5n0x44do7S0FG9vb+rr67GwsCAnJ4fGxkaxEjM2NmbQoEF4eXlhZmbGjh07aG9vx9vbm5cvXzJs2DDU1NRob2/H0tKS9+/fi+pZ5zO6pqaG8+fPY2RkhJ6eHm/fvhU3cgcHB3R1damurmbZsmUsW7aMxYsXIyORSKJCQ0M5fPgwa9as4dSpU5w8eRIFBQWqqqpYt24d48eP59OnTwKYkJKSgrm5ORKJhPDwcEaMGEFmZiZdunRh7Nix+Pj4MG3aNDIzM5k0aRKbN29m7NixXLlyherqahISEsjKyiImJgaApKQkOjo6WLRokXCitrW1ER8fLxy9p0+fxt7enqFDh3Ls2DHq6ur48eMH1dXV6Onpoa2tLfaSZmZm+Pj4EBsbi7GxMd+/f+fatWvMnz+fp0+f8u7dOzZs2MDs2bPZtGkTdXV1fPr0CRMTE16+fEnv3r3JzMwkPj4eIyMjwsPDBV/6ypUrNDY2IicnJ5LanYGPzn2Unp4eJ06cYOzYsTQ1NaGiosKff/4petN//PEHysrKTJ06lZiYGJKTkwkODqahoUHU2caNG4eWlhYyMjL88ccfTJ8+ncLCQvLy8nj27BkZGRmCLV1TU4Ourq4IKf369UskLqWlpdm9ezdFRUU4ODgwbtw4Tp48SVNTEzIyMqioqKClpSXGcDNmzODTp0/06NGDzZs3097ezqVLl+jVqxcODg4oKSkJO1dBQQEKCgqMHDkSe3t7VFVV+f37N+PGjRNM3qlTp3L79m2srKyoqakhNTWVrKwstm7dSnV1teDP9+nTR3T/P3/+zJQpU5gzZw4nT57E29ubmJgYUbkoLy8nNDRUGIlcXFzo6OhAQUGBq1evkpubi729PX369OHChQtkZGSgpaWFrq4uubm5lJeXc/PmTZYuXUp9fb2oqn39+hUvLy+qqqro27cvhw4dwtvbGxsbG5qamrhz5w7jx48nJyeHjIwMvn//LkZ0WlpaZGZmMmTIEHFoLlq0iNGjR7N161a8vb0xMjJCXl4eS0tLfHx8KCkpwdzcnNOnT9O7d28ePnwoshidcprq6mohhWlraxNrpE6Ma6doZsOGDaipqeHp6SnkIMnJyZSUlDBhwgScnJyYOXMmampq9OrVi8TERM6cOcPIkSPJy8vD1taW7du3s2bNGj58+EBDQwMjRowQzIHY2FgqKyuJjo5m9uzZpKen8/DhQ4KDg7lw4QJ1dXXs2LFDjNIXL16Mvr4+urq6VFRUkJCQgIKCgjic8vLyaGtr47///uPOnTtMnDiRHj16UF5ejpubmwCN3Lx5k2XLlgnk4+jRo7lw4QIDBw7EwsKCyMhIZGRkOH/+vAh7dgaBOnWL8fHxovcuJSVFW1ubCAJ11jSvXLki6nSdtbSQkBBaWlpwcnLCwsKCwsJCzMzMhHISEB3noqIifv36xZo1a6ivr2f9+vWsWLGCkSNHMn78eKqqqnj27BnXrl3jzz//pKCgAAcHBxITE5k1axb19fXitnX58mUSExOxtbUVEJjIyEhev34tVoQFBQXIysoyZMgQSktL+ffff7Gzs6O8vJx9+/aJ/XJnaM/Ozo43b94ICcVff/3FkydP+Pr1KytWrMDV1ZXm5ma6devGtWvX+PHjB1paWty4cYMhQ4YIeZC3t7dgR+jq6grQVOdo2MbGhhMnTrB8+XLOnz8vWA/l5eVUV1fj4OBAc3OzgCI9ePBATDE6sz7e3t48f/4cQAQwc3NzuXv3LlFRUbx584Z+/fpx8+ZNsrKykJOT4+7du/Tq1YtLly4hLS2Ni4sLtra2jBkzhn79+rF69WoUFRVFYl5GRoaLFy9iZWWFv78/u3btElmK8vJyzp8/j7KyMm1tbRgYGIgWUnl5OVOnTkVfX5+jR4+Kdoy1tTXFxcWYm5tTVFTElClTSE5OprS0lCtXrmBnZ4eNjQ3Z2dlkZmaiqalJfHw8gwYN4tSpU5SWlvLgwQOxKmtsbERdXZ2LFy8yePBg4uPjmTp1KjJxcXFRnQnE169f09zcjKenJ6tWraKwsBB9fX3k5eWRSCTU1dUxbNgwvL292bhxI9XV1SQlJXH06FFMTEyIi4vDycmJuLg4Ojo6UFZWFlg3PT099u/fj0QiYciQIURHR3PkyBFRD8jNzWXXrl34+flx4sQJ9PX1xR4hPz+fzZs3k5yczOXLl1FXVxd8cF9fX1RVVRk7dixhYWFMnjyZXr16UVxcTE1NDcbGxpw9e5ZevXqRmZnJmjVrRJ/VwsJCfAE7OeeGhoaYmZkJ7V10dDTHjh3j5MmTjB8/nry8PNzd3dmzZw/Lly9HIpHw5MkTVqxYIXScjo6O6OrqUlVVRUxMDIMHDxbUKU1NTQ4dOsTs2bNRUlISE4QPHz7QvXt3bt++zeDBg2ltbUVWVpbY2Fh2795NU1MTHh4ewh4kIyNDYGAgx48fJyIigpcvX4o6lpmZGTk5OYSEhDBlyhRiY2Pp168fRUVFAkBib28vQDg2Njbo6uqSlpbGpk2b6NKlC4cPH8bU1BQAQ0NDunTpwpMnT3B0dBQcZjc3N0xMTFBUVGTkyJG0trayatUqcSuTkpJi27ZtREZGoq6uztevX9HX1yc7O1uMiDMyMggLC8Pd3Z0TJ04I9Kqfn5+4lW3duhWAc+fOISUlhZKSkti3eXt7ExcXx4kTJygqKmLu3LnY29uLCo+TkxMjR47EwsICRUVFQVBraWnB0tISR0dHJk2aRFtbm0hrWllZ0bVrV2EsGjBgAB8+fCAgIEB0p11cXIQy0dramry8PCwsLLh69arog2tqamJiYoK+vj4SiQQ1NTXk5OTo0aOHYDYbGRkxefJktmzZQnR0NIcOHaJPnz6sXr0aBQUFqqurSUlJ+X+7yPr6eiZMmCAe0IsXL8bDw4ONGzdSXl7OnDlzKC4upqOjg2vXrrF8+XIsLCzIyspiwIABtLe3s3z5cqSlpZk9ezZ2dnZUVFRw/PhxJk+eLNzzb968QVVVlZiYGK5cucLnz5/ZvHkzCxcu5OfPn4wZM4aCggLmz5+PhoYGo0ePRkdHBxUVFaF0bGlpQVFRkf79+/P69WsSEhJ48uQJ6urqDBo0iPb2dlauXImqqirdunXj+fPn+Pv7c+fOHTQ1NcnOzub48eMMHjyY6upqlJSUkJKSYsSIEQwePJhRo0YxYsQInJ2duXHjBkZGRoJR4ODgwN27d+nXrx+LFi2ipqaGoqIi0Qjo0aOH6DC/e/eOLl26cOTIEcLCwpCWlqa1tZX6+nquXbtGQEAA9fX1BAQEEBgYKIJNra2t5OXlkZmZib6+PtevXxf79ffv3/PkyRPRDElJSUFfXx9bW1tCQkKEaKlr164EBgaSnZ0trFg7d+4UOOD29nYUFBRwcHAgKyuLT58+MW7cOC5cuMDNmzdFb7179+44ODgQEBBAVFQUV65coampiczMTCwsLCguLubhw4fMnz+f48ePU15ejrGxsQAx7d27l6CgIIKCgvj9+zdxcXEsWbKEJ0+e4OTkRFBQkJicnT59miFDhqCtrc2FCxeYOnWqMKFVV1dTWlqKm5sbbm5uZGdnc+fOHbKysli7di3W1tZideDg4EBZWRkTJ05EVlaWs2fPkpWVRVJSEjNnzqS0tBQ9PT309PREMv/evXsoKioSExMjnN6dVcDly5czcOBA1NTUePjwIS9fvuT27dscOHCAu3fv0rNnTx49eiTkKZ0I4GHDhomQ89GjR9m5c6fIonz9+pUPHz6wbt06Fi1aREVFhVD+lpeX89dff6GkpERNTQ01NTUYGBiQlJTEqVOnqK6uRllZmZaWFqZOnUpZWRldunRh1KhRqKqqsnfvXmpqali7di23b9/G3d2d+vp6pk2bxsaNG//XvZaRoaqqCmlpaWT2798fFRsby4oVK5CVleXhw4c0NTWJef/WrVspLCwkMzMTS0tLZGRkRPG8E0AQFBTEwYMHWbp0KeXl5YwdO1ZAEAAxsikrKyMpKYn+/fuzZ88efHx8hHVJVlZWpO3evXtHQUEBGhoaABQXF2NiYsLEiRMJDAxER0eHtLQ0Fi5cyLdv3wQVrbO3nJiYyMGDB8UbopqaGuvWrWPZsmU8evSIffv2CYLSmTNnKC4uprGxkTt37mBtbc3Hjx+RkpLCy8uLT58+0bVrV44dO8alS5eQSCRYWFjg6OiIqakpEyZMELfGo0ePUlBQQHt7O0uXLkVRUZGQkBBMTU2xtbUVO+vbt2+zcOFCvnz5wuHDhxk+fDiBgYGoqakxceJEcnJyePToEWFhYdy+fRsVFRW+f/+OtbW1IB9VV1cLg1FYWBjGxsZMmDCBiooKrl69ytq1a8nLy+P9+/cUFRUxfPhwvLy80NHRwcfHh7S0NN6/f4++vj6ASGp37doVOTk5vL290dfX5+7du2hqaqKkpCRkDC4uLpiamhIfH8/EiRP5+vUrs2fPJjw8nJCQEOrq6tDW1kZbW5vHjx9jamrK2rVrCQoKEr3xyZMnM3bsWJ48eYKcnBzx8fG8fv2ajIwMvL29WbBgAevXr8fR0ZGwsDB8fHywtbWlqKgITU1NceOysrJi4MCBpKam8urVK0pKSrh7964gjCUnJ3PgwAGcnJzw8vKiublZvD1XVlbi7e3NwYMHhYJv6NChYh2Ql5fH/PnzCQkJQSKRYGRkRHx8PFu2bEFTU5NFixahoqLCzJkzqa6uFizpcePGISMjQ58+fWhubqahoYHw8HCePn3Kt2/fCAoKYt26ddjb21NcXExycjJ1dXXs27eP0tJS+vfvz4QJE7CyshIJ/sDAQH7//k1SUpJ4sVm/fj03btxAR0eH3NxcvLy8GDx4MLdv3yYoKIjp06eTlpbGrVu3KC4upqysDDk5OXR1dRk6dCjW1tbY2NiQmJiIrKws379/5+HDhyKFq66ujouLC8+ePcPd3R17e3t+/Pghqk7fvn3j+PHj/P79m+LiYurq6lBUVCQzM5P8/Hx8fHy4evUq//zzD5s3bxYe+M4D6tq1a2hoaLBjxw6cnZ1F5UhWVpaWlha8vLwwMTFBSkpKBIdGjRpFRkYG9fX1lJSU4Ofnh62tLZ8/fxbs8FmzZqGrq0tNTY14yfny5Qv6+vrcvHmTmpoakdPR0tJi9uzZLF++nNraWt6/f09bWxs2NjaMHDmSz58/4+XlxYMHD1i8eDFDhgzh/PnzJCcnizR7Y2OjSPImJCRQWVnJf//9R3BwMKWlpfj6+vLlyxeUlJR4/vw58vLyXLx4kU6Hg6OjI4sXL8bGxoalS5diZWUldKmhoaHif9cZAnv58iUGBgaYmJjQvXt3NDU1MTQ0pLa2lhkzZnDp0iUWLVpETk4OLS0t7Nu3j9WrVyMnJ0dRURHGxsaCjHbixAnKysoEC6Nv374cOHCAwsJC1q9fz7Nnz+jdu7dQHCsqKvLkyRMR5rp48SIPHjxg/PjxtLa2sm3bNsrLy5GSkiIqKoo1a9aQmpqKr6+vUIRev34dAwMDnJyc2LFjh+iPq6iokJOTg7q6OosWLSIwMJBevXoJ8lhgYCATJ05k0aJFuLm5oa2tzdu3b1FXVyclJYXQ0FA2btwouAYDBgwQ3P3O6uXNmzdxc3OjpaUFT09PQf9TU1NDRkaGgIAAfH19Bdb50qVLQsH86tUrqqurOXz4MJaWltTW1tKvXz8+f/6Mh4cHenp65Ofnc+fOHX79+sWQIUMwNjYmPj6eESNG4OrqKuiRFRUVLF68WCCy7ezsGDx4MBMnTuTkyZNIJBLu3LmDoqIiysrK5OTk8OHDB2RGjhwZ1Rk62b59OwsWLMDa2hoLCwtGjBiBoaEhra2thIaGcufOHZ4+fSpUaitWrODOnTs4OjoSGRnJsWPHxI+ooaFBHO6d6eKFCxeyYMECUlNTRerTxsaGuLg4AgICePHiBTt37uTr16+sWbOG7OxsUlJSyMnJwdnZmWPHjomdi46ODmZmZrS3t/Pr1y+OHTuGnp4eT58+ZcuWLYwbN44+ffowf/58Ro0axZkzZwgLC0NJSYnu3btz5MgR5s2bh4uLC5qamlRWVjJu3DhWrlzJkCFDMDIywtvbm8LCQr5//46+vj6LFi3CzMyMV69eCdNLpxglMDCQgIAAhg4dSnh4OHfv3iU8PJzm5mZ+/vyJrKwsV69e5b///iM9PZ34+Hj69u3L0aNHWbp0KVu2bKFv3740NzcjkUjQ1tbGxsaG6OhocVv6/v07ly9fFlWbv/76SyTPMzIyuHTpktjfJSYm0tjYSFtbG6NHj+bGjRusWrVKdDOfPHmCmpoaSkpKuLu7s3//fsaMGYO8vLwwxnQ6dzU0NNiyZQtv377lx48fREVFER0dzZkzZ+jfvz+WlpZUVlaSn5/P6dOn0dTUREVFRYAG9PX1sbCwEGsMf39/bty4wffv34mNjUVaWpqKigpsbW25e/cuqqqqAtmYmZmJra0tJ06cIDc3l7///ps7d+6wdOlSZsyYwahRo1BQUCA1NVX4t7t27cqHDx+oqalh+fLlgsb39etXbG1tUVVVZfr06ezevVtAJkaPHo2Pjw8ZGRlMmTKFc+fOERQURG1tLR8/fiQ3N1cE7WbNmiWyFJ3p8OPHj+Ph4cHKlSsxNjYmIyNDmNM2bdokwmL6+vrMnDkTGxsbNDQ0KCsrY+PGjeTk5GBmZoaNjY2gxg0fPpwxY8bQtWtX3r59S2pqKsHBwcTHx9OjRw/++OMPISCpqqri0KFDvH//nqVLl2JsbMyRI0cEXtLBwQEDAwNaWlpE+jQ1NVUE9x4/foyTkxMBAQGoqKhw9uxZAgICuHr1Ki4uLigoKODp6UlpaSldu3ZFWVmZnTt3igP80KFDGBkZ4e/vz4QJE7C2tkZWVhYdHR0KCwvx9fUVneKmpiYUFBRoamoiNTWVW7duUV9fz+vXr3F2diYxMVHwudva2gTus/NwCQ0N5eXLlxQWFgqwSmFhIeHh4Rw9ehRFRUVx6ywpKWH06NFMmDCB/fv3M3bsWBHUunbtGqampvj4+AiJR3t7O8HBwbS0tPDo0SMePXqEjY2NILSpq6sTFBREcHAwd+7cYeXKlSI3ERISwq1bt1BVVRUoVnV1dZHqz8nJoXfv3gJYFBISQnZ2Nvb29oIXsH//fvr378+ZM2eEYjQrK4tZs2Zx7do1IiMjkZKSEtQzRUVFMcE8ceIEnp6eDBgwgBcvXjB27Fj69evH+fPn6dOnD5s2bWLPnj00NTXx5MkTNDU1CQ8PFzfqsLAwIbCQlZVFU1OTp0+f8uLFC+rr6zE2NqapqYlx48ZhY2PDhQsXqK+vZ/78+eTk5PDz50/69Okj9tE7d+4UVsGQkBCuX7/OsGHD0NXVJTY2lsmTJ5Ofn4+7uzsqKiqoqqoybtw40UHu5OFfvnwZKysr8vLyGDRoEEOHDiUnJ4c9e/YQFxcHgL29PQcOHBD8jFOnThEZGSmqgPv27WPJkiVCyvTmzRsUFBRQVVVlyZIlbNu2jWfPnpGfny80wgoKCsTExCCRSKisrKSpqYm7d++ipaUlVmK/fv1CIpGQmJiIt7c3TU1NvHnzBltbW169eiWqXL6+vsyZMwcLCwsCAgLEcyshIYEePXrw8OFDMjIyiIuL49WrVxQUFDBjxgykpaU5fvw4wcHB/PXXX8g8ePAgaubMmZw8eZKlS5dy8uRJysrKBDpUXl6e8vJyLCwsMDc359evXwwdOpSgoCAsLS3Zvn07EyZMIDQ0lJKSEhQVFRk4cCBycnKUlZVhaWkpQgedARxLS0u6dOnC2rVrxdjwwYMHqKiokJCQgIeHhzhQXFxcSEtLo6KiAn19fQGw//LlCwoKCnh5eZGeno65uTkfPnxg2rRpHD58mDdv3nDmzBk0NDRYvnw54eHh+Pv7C+jCly9fKCoqwsnJiZ07d4qRTllZGW1tbcTExLBlyxY6OjpITk5GS0tL7ApNTEywt7dn586d4gXj1KlTFBQU8PjxY3Jzc9m9eze2trZoampSU1ODtbU1T58+Ze7cuQQFBZGUlISGhgYKCgpkZmayevVqQkND+f79u9izdpquZGVlefbsGd+/f6e9vR13d3d27tzJ4sWL+fnzJzU1NdjY2BAVFYWhoaEwb5WVleHr60t0dLRIp3d2U9va2hgyZAhycnJoamoSEBBAbW0tv3//xsjIiNOnTwuT0M+fP8XeZuzYsUgkEry8vAQIpb6+HisrK65fv07Xrl1RUFAgMTFRpD/fv39PbW0trq6uTJw4kY6ODhwcHDh58iSmpqZoaGgIg1d1dTW6urpIJBJ69+5NSUkJs2fPRlFRUdTdWlpaePv2Lfb29hQUFDBs2DCxT+9kSRsaGgqW8tu3b1FQUODevXvMnj0bHR0dduzYgZycHO3t7YwePRovLy/++ecfLCwsUFNTw9/fHw0NDWE3WrhwISYmJvz8+RMdHR0BA8nIyMDV1ZWWlhZ69+4tHpofPnzg/v37TJ8+ncDAQKysrESFqaysjNTUVLS0tBg9ejSjRo2iR48e5ObmYmxszK5du3B1dSUrK4v4+Hg0NTXF3gtgyJAhou7x4cMHdu3aRVNTE48ePWLw4MG8ePGCsrIypKSkhCu9rKyMkJAQxowZQ2BgIJqamnz58gUTExMsLCwYOHAgAMbGxiQkJNDS0kJTUxN9+/bF3d2dW7duIS8vj6urK127diUvLw8fHx9kZGSQl5dnwIAB9O/fn2fPnvHjxw/Gjh3LrVu3GD16NC4uLgwaNEhMzLy9vcWkwt7env3799OlSxeUlZVZtGgRly5dQlZWli9fvjBy5Ehu375NRkYG8vLyuLu7c/XqVaqqqigvLxdZl58/fyIvL8/atWsZN24cRUVFZGVlcf36db58+YKGhgYBAQFC97h06VJkZGSoqalhz549XL58mcbGRs6fP8/o0aO5efMmq1evZvr06Vy4cIEFCxZw/PhxFixYIAQUvr6+ghfeWQVTVlbG0dGRp0+fMmvWLF68eIGBgYEwtsnIyGBqasr169f5/PkzU6dOZfbs2Tg6OpKbm8vAgQPp6OggISGB4cOHc+/ePYYOHcrevXvR0tLiypUrbNu2DTk5OVxdXUULYfny5SI70KVLF5SUlAgNDeXy5cvo6+uzdetW3N3dsbOzIz8/n8GDB7N3717mzZtHSUmJSJJHR0fz4cMH5s2bR1lZGXv27GHy5MnMmjWL0tJS7t27h7OzM5cvX8bX1xc3Nzfa29tJS0tj6dKlYo03fPhwrK2tiY+PB2DKlCkYGhoiIyPDnDlzBPDq1KlTuLq68ubNG65cucLy5cvFLlhXV5f09HTa2tro0aMHampqODs7o8pgG6AAACAASURBVKurS2hoKK9evWLRokVCJdyvXz+MjY1JS0ujZ8+eNDY2CmOWhYUFqqqqfPv2jWnTpolQZGed7MyZM2LS29HRQWlpKRcuXEBJSYkXL14A4OzsTF5eHnPmzCE3N5f6+noOHTrEixcvCAgIYPLkycKw9vDhQ+bNmyc+9yNHjlBRUUFTUxOtra388ccf/Pz5k/DwcM6cOUNLSwuXLl0iLi6O169fU1RUhK2tLZ8+fRKinTNnziD19OnTjs5RY0NDAz9+/ODOnTvIy8sLalSfPn349OkTvXr1Ql9fnxcvXlBbW4u7uzv37t0TO9jOcZWpqSlycnI8evRIdCnPnTvH8OHDcXJyIj8/n4kTJ7Jr1y7Mzc2pr6+nZ8+eGBgYoKOjw7p169i0aRP6+vqcPXsWQ0NDysvLsbS0JDAwkIKCAp48eSJwnd+/f2fTpk34+flhaGgoBAcSiQRvb2969erFp0+fyMnJQVlZmVGjRrFhwwbWrFlDY2MjRkZGLFiwAE9PTzo6Oujo6CA6Opr4+HiePHlC9+7d6ejoQElJiaysLCIjI1mzZg0jRowQu/LOihVAXFwcOjo65OXlMWzYMM6cOYOKigp+fn5ERUWxe/duQcWqqKigf//+zJkzh7Vr15KSkiIwidOmTRPj05MnT3Lx4kXWrl0r4PElJSWoqKjQ1NRESkoKEydOFA9oiUSCh4cHYWFhgo/t6uqKtrY2u3fvxtfXV1CHxo8fz549e5gyZQqmpqbs3LmTefPmIZFIxGj34sWL+Pn5sX79etrb29m2bRtLlixh8uTJNDU18eLFC2RkZFBQUKC9vZ3w8HCioqLQ19dHWlqasrIy3NzcmDx5Mrm5uQwbNoyFCxcKJre7uzvfv39HTU2NS5cu0bdvX6qqqvDx8WHz5s34+PggkUjYsGEDOTk53LlzRwBompqauHnzJpcuXcLW1pYNGzbw6dMntLW1+fDhg0jhDxo0iPv375OZmQlAr169kJGRwc7OjqysLDw8PNDW1ubjx4/IysqioaEhZAg/f/5ESUmJmTNnkpiYSEdHB0FBQVy/fp1Ro0aRnJxMZGQkK1euFLKa/v37k5CQICqKbm5u4vPsDCd6eHhw4sQJfHx8BCby9+/fgvoHEBISQn5+PlZWVuzatQsDAwP69esnOp2tra0YGBggIyPDn3/+yd9//01DQwNqamqMHj2aDRs2CAvawIEDWbZsGV26dAH+px28ePEiS5cuFd3/y5cvU11dLfr91tbWVFZWIiUlBUB6ejpWVlb079+fHz9+sGrVKg4dOsTp06dJTExk4MCBxMXFCcSut7c3AQEBmJmZCfPZhAkTOHr0KO3t7fTr10/kXXR1dXF0dCQtLQ1paWnxe+6EkcjKyiInJ4eRkRHq6urcv3+fgoIClJSUmDdvHlVVVezbt4/6+npSUlJYv349/v7+nDlzBgUFBZycnNiwYQO/f//GycmJIUOGIC8vz4gRIwSg5cyZMyxevBhZWVnCwsJ4+vQpEokEfX19VFVVBXf83bt3eHh40KtXL378+EFlZaWYlDQ1NdG1a1du3LiBvb09r1+/plu3brx8+VLYtd69eyfWTtbW1mIce+rUKaytrWloaMDExISysjKWLl3K7NmzSUlJEbKR/Px80tLSaG9vZ/v27aLhoq+vT3p6Op6engLK0dbWhq2tLZaWlmRkZNC3b182btzIly9fmDVrFhoaGmzbto3Fixfz69cvkpOTgf8pSWfPni2QsbW1teJ7NmnSJC5fvoyfnx8zZ86ktbWVI0eO8Mcff7By5UpUVFRwdnZm69atqKurc+zYMQYMGICmpiaKiorMmDGDBw8e4OHhIbIrra2tXL16lfr6ek6fPk11dTWpqal0dHSwZ88edu/eTVVVFWvXrsXY2Jhu3brx7ds3kZnqnNR0Tkx8fHxob29n06ZNODo6Ymdnh4KCAq9fv+b169fY29vTu3dv7t69K27q1dXVmJubs3nzZo4ePcq7d++YPn06hw8fxs/Pj3PnzuHq6oqWlhZKSkrU1dURGxvL+vXrRfNm/vz5VFRUEB8fj7Ozswgk5+bm4ujoSJcuXcjMzBQhtk5PhZWVFSEhIezdu5eysjIWL16Mu7s7vXv35v79+8j0798/6s8//2Tw4MGcPHmSmJgYgoKCxE25b9++qKmpsW3bNmFXMjc35+bNmxgbG3Pw4EEiIyN59OiR6Nd27dqV9PR0Tp48iZ2dHTdv3kROTo5JkyaJN/hOIICXlxe7du2ioaGBcePGCQzjq1evRLe5M2XaORavrKwU3ehOPrmsrKzY27q4uAgJRmNjI7KysqSmpjJ79myxC+vevbtICM+YMYPt27cTFhZGVVUVSUlJQmD+/ft3BgwYQENDA2lpaQwaNAgHBweSk5MZP348Bw8eRFpamuDgYJYsWcLZs2dZsmQJRUVFNDU1Af8z/4SGhnL27FkkEokgB9XV1XHq1Cns7e0JDAwULuWCggJ69+5N//79uX37NmPGjGHPnj18/PgRFRUV/vrrL+Tl5fn777+RkZHh8ePHbNiwgfv375OcnMzVq1eFpefJkyfMmTOHDRs2CJtU5826X79+TJo0SXRsAwMDMTAwwM7ODh0dHSoqKoTG0tDQUOx5TExMMDQ0ZMCAATQ2NopwRifFzcDAQJh/nJ2dGT9+vIA8NDY2it7kjRs3cHZ2pnfv3sjLy2Nra4u3tzcODg7U19fz119/kZSURFpaGsOHDyclJQU1NTUyMjLw9fUlPz+flpYWDAwMUFBQ4PHjx+IhGBwcjI6ODhMmTBAShtraWuLj45kxYwaxsbH4+/uLGpKZmRmxsbE8ffqUtWvX0rVrV1RUVNi7dy/nz5/nx48fwP/MPubm5vj7+3PkyBERwCwrKyMiIoLIyEiOHj3KvHnzePfuHYGBgXR0dLBz505+/fpFXl4ew4cPx9PTEx0dHfT09IR3ffjw4cyfP5/Hjx9TUVGBgYEBSkpKDB06FHV1dT59+sTDhw+Jiopi2rRp/Pfff9y6dYuFCxfSo0cPFixYwJ49e2hsbMTCwoKgoCAePnzIyJEjmTJlCnPnzqWtrY3i4mKuXr1KdHQ0ycnJXLhwgWnTpnHo0CFWrFhBWVkZ06ZNY9iwYaSkpODl5cXv37958OAB06dPp7W1lSFDhmBjY8PLly9xcHCgoKCAqVOnoqmpyc+fP/Hz8+Pw4cNiPXT79m2OHj3K9u3byczM5OPHj/Tr1w83NzdsbGxEQMzS0pKysjK6desmflPbt29n69atIsty6NAhcnJy+PHjBzk5OURGRlJQUEBVVRXbt2/HwcEBFxcX3r17R3h4OGZmZrx8+RIdHR369u2LkZERxsbGREVFkZWVhbu7OwsWLODZs2dYWFiIKZutrS0pKSmoq6tjZmYmDtP09HRRRbp//77Ya3aay/Ly8jh48CBeXl4ibFpSUkJbWxshISGcPXuW+/fv069fP0pKSggNDRWOZBsbG5HxGDhwIJqamjx48ABnZ2dUVFS4du0a6enppKSkcPDgQd68eSPgGxKJhF69emFtbc3nz5/ZsWMHPj4+rF+/noULFxIXF8fQoUMZNGgQPj4+3Lp1i9bWVm7fvs2kSZMYOXIk4eHhlJaWigDY+vXrefv2LZmZmXz79o3U1FScnJwE5KZHjx4kJiYK6+HBgwfR1dUVF7HO/bCBgQHZ2dlcvXqVy5cv4+/vT0dHh8CPdo7E4+LiuHz5Mr179+b48eOEhIQwffp0unXrRt++fdmwYQPfvn3DysoKPT09fv78KZTHbW1tqKioYGBgwLp168Qe+saNGwQHBxMZGcm6devYs2cPsrKy/Pr1C0tLS2GY7FxFamtrC8BOJ2VRWVkZfX19VFRU8PLyQkVFhbKyMnr27ImZmRmlpaXY2Ngwb948wsPDUVdX5/HjxxgZGZGbmwtAaGgoX79+xdHREQcHB6qrq5k3bx5fv35FIpEQFBREbm4ufn5+eHh4CMeDhYUFVlZWJCcnI3P58uUoXV1dzp07R3t7Ow8fPiQrKws3NzdxcCYkJDBmzBgWLFjApUuXsLe3F/ucUaNGcfbsWZF26+yTGhoacvLkSSZMmIBEIhG92du3b4sQUW1tLVZWVpibmzN58mRevHjBo0eP2Lp1qwiaeHl5oampiYuLC1lZWfTt25fPnz9z48YN2tra+P79O2vWrOHWrVsYGxuzadMmQWbq3I/Hxsbi5OTEkydPMDIyQldXl5MnT4o3JXNzc6ZMmUJ+fv7/ovMyMmhpaaGhocHPnz/p2bMncXFxoqt+6NAhxowZw5gxYwgODubhw4fIyMhw/Phxhg8fTmFhIUZGRpSXl2NnZ8eoUaNISUlhw4YNlJSUkJKSwpIlS8jOzhZd0Lq6Oi5evEhpaSmbN2+me/fuLF++nJEjR1JTUyN0lWPGjOHatWuiGlZSUoKnpydTp05l27Zt9OvXj9zcXHJycsSttnN31q9fPy5duoS6ujomJiaMHz+eqKgowT9esmQJmzZtwsrKioqKCuTl5SkpKaG0tJSbN2+iqanJx48fAbh16xbt7e24uLjw77//iv/ptGnT+PXrF4cPHyYqKoo5c+YIo1NGRgYXLlxAR0eHefPmiQDIoUOHuH//PiYmJnz//l2EVn79+oWWlhYRERF8/vyZxMREFi9eLFjMJSUl1NXVcfjwYcrKytixYwdLlixBT0+PuXPn4ujoyPHjxzE2Nha43ZiYGG7evImlpSW3bt2ipqYGKysrkRi9cOECmZmZvH79GhMTEywtLYmJiUFOTo7Hjx+jp6fHzp07RZ0kOztb8IaDg4NJSUnB1taWP/74g2fPngkBzoULF7h8+TLW1tZCO9vS0sLly5d5+fIlGRkZaGhokJyczKtXrwgODkZNTY0lS5bw/v179u3bh5OTEy9evMDW1pasrCyePHmCm5sbFhYWPH36lBEjRiArK4uFhQVHjhwR8KDW1lamTp2KkZER7969IzIykkuXLvH06VNmzpxJfX09I0eOZNq0aWzevJm0tDSampr48eMHKioq/P79m5EjR9LS0sK9e/fo1asXlpaW7NmzR7ysNTc3U1hYyD///ENubi5FRUUYGRkJR/Hbt29pa2vj3Llz9O7dWxxSsrKymJqaCvmEurq6kFqYm5uzdOlS/P39+f37N25ubvTr109UgzZv3kxAQAAXL15kxowZqKur8/fff1NVVUVzczNLlizh8+fPyMnJMXToUNLT03FxcRGTjYaGBoFGXr9+Pbt27WLDhg2sW7eOmzdvUl5ezqRJk+jZsyfFxcWkp6cLo9nw4cO5ffs2o0ePRllZmQsXLmBqakpeXh5FRUUMHTqULVu2MH78eCwtLUlISMDFxYXGxkYWLVqEtbW10FIOHjwYWVlZfvz4QW1tLXPnzuXkyZNs27aNiooKlJWVxeHVKWZRV1fH09OTkJAQVq1aRVVVFf/99x/R0dFIS0tjb2+PpaWloBDeuXOH8vJyHBwckJOTo7CwkPPnz9PQ0ICrqyuenp4UFBSQm5tLY2Mjs2bNQk1NjZcvXyItLU1aWhoBAQHo6uoKEp+VlRVTpkwRZDAPDw+eP38ubIdubm5Mnz6dzMxMtm3bRpcuXcjNzaW1tVWAnY4cOcLq1at5+PAhCgoKonnSWWOVlpZGVVWVyZMns3fvXiwsLJg+fTrfv38XnW9dXV2Ki4tZvnw5Xl5eKCkp8c8//whAFUBaWhqenp40NDSIwFp7ezvDhg3j+vXrSElJMXPmTDo6OrC3t6d79+4cPnyYhIQEVqxYwcCBA8nOziY1NZXu3bvz9OlTcnJySE9PR1lZWSBqMzIy2LVrF4cPH+bbt2+YmprSr18/garNzMzE3d2d9+/fU1xczO7duxk9ejSFhYVcunSJe/fuoaWlxZs3b7hw4QLHjh1jz549lJSUUFNTg8yJEyeiDA0N8fb2ZtWqVcjLy9PQ0EBTUxMmJiYcP36cY8eOkZ+fT3FxsRjrGRoaYmdnh5GREQUFBXR0dHD8+HGxNHd3d+fVq1cMHTpU7CsWL17Mrl27iIiIYPbs2fz777/cvXuXbdu2oa2tTc+ePRk8eDCRkZH88ccfhIaGEhoayvr16/H19SU4OJjr168zcOBAbGxsUFJS4sCBA2zZsoXPnz+jo6PDvn37iIiI4O7du6Snp1NZWUmXLl2wt7cnNDSUN2/esH37dnbv3i1qDZ0VjPDwcE6ePMnbt28FYnXz5s1kZmaiq6srkvPt7e0UFxejqKiIoqIi48aNo0ePHkgkEiGJuHLlCj179sTGxob379+zcuVK+vTpQ2xsLO/evUNRURFfX19u3LjB3bt32bFjBzt37qRnz574+vpy9uxZITXoTGeGhobS0tLClStXsLS0RE9Pj9GjRzN//nz8/PwEBrCkpIRly5ahpKTEnj17mDhxIomJibx7945x48bx5s0bbty4wfjx4/nrr7+YO3cuenp6+Pn50bNnT1pbW0lISMDW1pb29nays7MJDw8XawYfHx8BRaisrMTFxQWJRMKtW7dEkK6xsZHu3bsTGxvL3r17OXfuHGZmZtja2jJ48GCePXvGf//9x8SJE1m2bBmnT59mzZo1lJaWkpWVxcyZM6mpqSE3N1f4lTtfIH79+iXk750Pha1bt7J27Vr8/f3R0tIiOTmZIUOG4Onpyd27d+nduzdjx47FxcWFSZMmYWFhweHDh2lsbGTv3r24u7uzevVqYVI7cOAAtbW1HD16lCNHjpCQkMCGDRuE6ezFixcoKSmhpKSEr6+vCKwFBwdTVFSEtLQ027dvR15eXigTPT098fDwIDExkf379/Px40exRlmzZg1fvnzBzs4OLS0tCgoK2LVrF9bW1mRlZVFVVUVERATfvn3j4MGDzJkzh9LSUoyMjIR9rqqqClNTU0xNTbGwsCAjI4NevXoxevRoRo4cyezZs4Xj2szMjIiICD5+/Mi6dev48uULxsbGvHv3jpSUFP755x8SEhK4d+8epqamFBQUsHz5cvLy8jA2Nqa9vR1VVVUiIyMxMjLi+PHj7Ny5E3V1dcLCwqitraV79+58+/aNxYsXs3r1amJiYmhra2Pnzp0kJSURExNDUVER1tbWgnLX0tKCkpIS8fHxSEtLU1VVJX6Trq6uZGdnExUVhb+/Py9fvhQHWXR0NCtWrCA0NBRdXV0SEhKws7NDW1sbY2NjGhoaePz4MZqamgwbNgwHBwc+fvwoJmbFxcVYW1ujoqKClJQUNTU19OrVC1NTU5KSkoTFbvv27RgaGhIQEICrqysHDhzAy8sLZWVlPn78yNatW2lubiYmJobNmzfz5s0bJBIJPXr0oHfv3iIkKC8vz5UrV9i9e7eA93z8+JEfP37w+fNnvn79yoEDB4iOjubixYuEh4cL6Mjw4cN58eKFIO11794dU1NTpk+fTmJiIubm5hgZGdGjRw+cnJwEp7979+5ERUWRmpqKv78/ZmZmaGho0NbWxqtXr0hPT2fGjBn07duXZ8+eERcXx8CBA9HS0hKriKamJj59+sSIESNobGxk8ODBRERE8Pv3bxEOXrt2LUVFRbx48YKWlhYyMzPZs2cPDQ0NQvnp6elJXV0dkyZNIi4uDjU1NZycnFi9ejV///03169fR0lJidjYWP7++2/27NnDgAEDePnyJREREaxdu5ZBgwZRUlLCwoULsbW1xcPDgyVLlvDvv/+ydOlSvn37hpOTE1++fCEsLIykpCRGjRolWPimpqbIysri7OyMqakpW7ZsQU1NTaxnXV1dyc/Pp2/fvqJKXFFRwZYtW9ixYwefP3/G3d2dR48e8fXrVwEN69S16urq8ueff2JoaCj69R8/fsTd3Z3q6mrS09PZtWsXz58/59OnTwwePBg1NTWGDBlCQ0MDmpqaAugjIyPD2bNnkTl69GhUQ0MDGzduZN++fUhJSfH48WPU1dVpaGjA39+fBw8eoKSkRFlZGWZmZpw7d46mpiba2trIysqitrYWLS0t1NTUePToEfv376dHjx7cvHmTxsZGPDw8qKmpQVFRUcgjZGRkUFdXJzo6Gj8/P+rq6oR44f379zx+/JjCwkJu3LiBra0tQ4cOZciQIWRmZtLU1MTz58958+YNlZWVmJmZcfbsWdGZvnLlCqdPnyYhIYHnz5+zdu1aWltbuXnzJurq6nR0dHD79m18fHw4fPiwqL38/v2b379/07VrV+zs7Hj//j0pKSn8+++/vH37ViDrDA0N0dTU5PXr1/Tp04eDBw+ipqZGdnY206ZNQ1ZWFltbW7Kzs8XIu9Ol3K1bNxwdHbl//z6+vr6Ym5tz//59PDw8+P37N8OHD+fEiROUlJRgYmJCc3MzDx8+xMnJiX379qGmpoa3tzdOTk5MmTKFJUuW8M8//wgynUQiIT8/n0+fPuHv7y8oO56envj6+mJjY0NdXR1ubm7MmjWLX79+4erqKmhfjo6O7Nq1S2AwVVRUxH6z8w29E27TiZHtxLgWFBQwfvx44uPj+fXrF5GRkSgpKaGmpoa2tjaTJk3Cy8sLKysrevXqhaysLIqKinz8+BE/Pz+xM4+IiKC1tZWkpCTxMNTQ0MDPz09gAjU1NXF2dsbR0ZGXL1+KacOIESP48uULmpqaODo6ChFGJ8PcwsICW1tbzM3NMTQ0xNnZma5duzJ+/HguX76Mo6MjwcHBHDhwAEtLS1xcXHBycsLR0ZHKykqGDx+OtLQ0dnZ2QkeYlZWFhoYGRkZGvHnzhpEjR6KiooKysjL3799n6NChvHv3jk+fPtHQ0EB0dDRv3rwRHVAzMzMSExNZt24d586dIyIigsePHzN27FiuX79OWFgYXl5exMTEYGNjg7y8vIBUHDlyhBkzZvDkyRNmzZqFu7s7+vr6BAQE8Pr1a3x8fPj48SNZWVnigR0UFMSgQYOwtbVFXV0dZ2dn0bxYvHgx3bt359mzZ6L2tWrVKjQ1NdHW1kZKSgpra2u0tbUZMGAACQkJnD17FgcHB3R0dFBSUkJbWxtbW1tBU0tKShIvEo2NjSJ74ePjw6hRo5BIJGJsbGVlxY4dO7C3t8fb2xttbW2Ki4vZsWMHS5cu5fnz50yfPh01NTVycnIwNjYmOjoaBwcHLCwsOHv2LF+/fqVv376iQuXu7k5JSQkHDhzAwcFB5C7U1NS4du0aXl5eHDp0iB07dqCnpyf6zQ8fPuTZs2eiemNra0twcDA5OTlYWFiIaYSxsTHHjh0THuS4uDiWL1/OgwcPaGlpwd/fHz09PZYtW4ZEIhHUw8WLF6OjoyN6401NTYSEhPDy5Uvhr+8cB9fU1ODt7S1UryoqKty4cYMbN24QExPD9evXUVBQ4P79+1y7dg1tbW1WrFhBRkYGTk5OfPjwgXfv3pGbm0tBQQGpqalIJBJaWlr4+fOnQAgvXLgQgNLSUtra2khPTxcZpd+/f3P9+nXk5eU5d+4cJ0+eZPHixUhLS3Pp0iVCQkKIj4+nqqqKhIQEZs2ahaWlJWfOnBEipLCwMBoaGkhPTycxMZHCwkI8PT25ePGisBMC3Lt3j9LSUtatW8f169c5ffo0xcXFtLW1MX/+fMLCwtDR0eHx48e0tLQQGhoqPBTLly9n27ZtKCkpERERQUNDA8bGxujo6CAtLY2KigpJSUn4+PhgaGhIREQEY8aMIS0tDScnJ+7fv09tbS0REREcOXKE6Oho5s6dK76LU6ZMoUuXLqSnp/Px40diYmLo27cvAwYMEL/1TmhNZ5tJTU2N0NBQFi5cyD///IOioiLdu3cnIiKCbt260adPH2ElzM7OxtnZWeQkOmUrv379QubcuXNRnz594tWrV/j7+/PXX38xaNAgHj16hJSUFPb29pw9exYFBQXBAi4sLKR///7iELKysmLy5MksWLCAd+/esXLlSmbNmkV7ezvnz59n9+7duLm50adPH1pbW4UvVkpKCmNjY6ZOncrcuXPx8vJCVVWViIgINm7cSGxsLAMGDODGjRu8fv2a6dOnY21tzdy5c1FWVmbAgAHExMRgZmZGY2Mjo0aNonv37igqKrJs2TKxY/Pw8ODDhw9IJBJsbW0ZPXo0S5YsYc6cOdy7d4/g4GAOHz7MqlWr6NKlC35+fmzcuBEfHx8yMzPZt28f2dnZJCYm0rNnT9LS0oSi0tnZmaamJpydnQkMDCQ5OZmsrCxRjn///j2JiYkkJSUxa9b/VfXmYTmncf/+Wfe0p1XRdhcqbUooZRRPliwhGdlVFDLMwwyR7OtgRkjIMhjUWGJCRSRKTUVaSCqVpE2LRNrr98fz6zqO7/8dR3XUfX2uz/v9ep1nANXV1cyZM4eYmBhCQ0ORkZFh9uzZzJ49mxs3blBQUMDZs2dZsmQJ+/btY8SIEQwbNozKykrevHnDmDFjmD17NqdPn2b16tVkZWXh6+tLU1MT6enpaGho4O7ujra2NocOHWLDhg389ddfok/eRwJycnJi69atwlxmbGxMfX09mZmZ+Pv7Y21tzYwZM8TbzqtXr/Dz88PCwoK8vDxaWlrw9vbm06dP/PXXX1RWVjJ79mwuXLiAt7c3ycnJ6OrqEh8fz4wZM9DQ0ODr16/cuHEDf39/IV6YO3cus2bNws3NTaTYu7q6uHnzJm5ubsTFxYlqR3BwMIGBgbS0tJCdnS2QnWvWrKGjowNtbW12796NVCrFwMBAcIBnzpwp5BKLFi1CRUWF4uJi9u7dKwJ8ly5d4sWLF3R2dnL8+HGio6NZtmwZ3t7eQu7x4sULAc6pra3lzJkzaGlpsWfPHpqamliwYAFnzpxh3rx57Nq1S8BlPn/+zIwZM8Rnp8/t7enpSVxcnKCVNTU1cfHiRYH6LCoq4suXL9jY2GBoaEhycrLIU6Snp+Po6EhTUxMPHz5k+vTpAt5x8OBBqqurOX36NPX19eTk5NDY2IiGhgYSiQQfHx/q6uooPi0ZHgAAIABJREFULCzk0qVL7Nq1C0tLS3bt2iXCQo2NjYL/nZCQgLu7O5mZmQQEBAhYyOvXr9HQ0EBVVZWff/6ZFy9eUF5ejoqKClu3bsXAwICuri6qqqrQ1dUlMDCQHTt2ABAUFMTw4cNZu3Ytnp6eyMnJCThIXwd9x44dDBgwAG9vb+Tk5ES10tvbm4sXL6KiokJwcDD6+vpoaGgwd+5cnj17xrJlyxg+fLggaV2+fJnu7m527NiBpaUl7u7u1NXV4ePjg4eHh1hfREVFYWZmxvr160VAqQ/Hm5eXx+DBg/nxxx+5cOGCoNWtXLkSAFNTUwwNDfn8+TP37t3D1taWsrIygQjV0NDg4sWLODs7I5FIuH37Njo6Onh6enL9+nVxQS4vL8fMzExMHd68eYOGhgY3b94kJSVF9JL7iI/m5uZ4eXmhra2Ni4sLI0eOZOjQoeTm5vLu3TsKCgqYPn06AwcOFLIdWVlZ7O3tmTVrFmPGjCEpKQkVFRUmT55MYmIidnZ2eHt78+XLF9rb25FIJKxYsYKYmBikUimzZs0iIyNDiDBcXFxQU1Pj9u3buLm5kZGRgYaGBg0NDZw9exY5OTkCAgI4ceKEADht2bKFt2/fEhkZSWhoKElJSWICGBgYSG5uLiEhIXh4eCCRSEROo49lv2XLFj5+/Iiamhrl5eXCrf7hwwcePnzIgAEDiI2NJScnRzADNDQ0RJVTU1OTPXv2MHz4cLHr9vX1Zd26dfTv358JEybg5uaGi4sLsrKylJSUCOa/u7s7165d4/bt25ibm6OtrY2BgQEnT57E0tKSrKwsXr16xeHDh1FSUuLQoUMCoHTv3j3u3r2Lra0t06ZNIz4+XjAv7ty5g56eHh0dHbS0tDBx4kS+fftGfX09dnZ2FBUVIRkzZsxOBQUFli5dyq1bt4iLixM7z+nTpxMWFoa3tzfm5ubU1dXR29vL7NmzhT+3jw3e160MCAjgzZs3TJo0icrKSh4/fsy8efMoLCwUu9uWlhZyc3MF+apPl+fr60tcXBxHjhzB3d1d1JxOnz4tUHXa2trEx8dTXl6Oh4cHz54949OnT6xfvx4TExPOnj1LfX090dHRtLa2MmjQIGxtbTE2NubUqVNkZGQI/2lBQQEODg709PRw9+5dNm3axJAhQ9DS0qKgoEDgOfuUbT/99BN6enqsW7dOpFenT59OTEwMysrK7N27l7///pvy8nIGDx4sgkNPnjwhKCiIhQsXiq7uqlWr6OjoIDMzE319fZqbm1FQUMDCwkJg6n7++WckEgknT57k3bt3uLi48Pz5cyorK7l58yarV6/GyspKyBbMzMxIT09n9OjRGBoasmfPHnJzc/ntt99wd3fn7du3zJ49WxhqGhoaUFRUFEn+lJQUUlNT+fLlC01NTSgpKSErKyuAFn3TDQUFBTQ0NMTeuY+J6+XlRVlZGRUVFfT09JCWlsa5c+dYs2aN4CEfP36c/v37ExISgpaWFjExMaxevRqJREJPT4+g2/WNY+3s7ESoLD4+HisrKxISEjAxMUFWVpbz58+zdOlSlJWVkUgkApWZkZFBQECAwFN++/ZNuHUTExMxNjYWpqfS0lLGjRuHkZERK1eupKSkRPDfc3JyqKurY9CgQairq1NQUMDgwYOJiYnhxx9/pLCwkIiICBQUFEhLSyM1NZWsrCz++ecfRo0axZ9//om6ujr79u1DWVmZz58/s2bNGnR1dbG2tiY3NxcnJyeamppwcXHBwcGBwsJCHj16hJqaGm5ubqSnp4t1xYMHD/jy5QsLFy5k//791NXVibqJlpYWYWFhDBo0CGNjYwoLCzEwMGDmzJlIJBKqqqoE7apv766mpoaLiwthYWHMmjULd3d3Yb578+YN4eHhvH//nra2Njo6OoiJiRFe5D6Pu729vRA5NDY2YmFhwYcPH3B0dGTx4sVCDfr48WOmT59OQEAAwcHBYmxrZ2dHZWUlSUlJGBgYEBMTg4qKijDuNTY2UlZWJvzZfTyA9vZ2EhISUFVVRU5OjhMnTmBnZ4exsTGPHz9myZIlhISEoKKiwn///YepqSkNDQ1YW1tjbm7Ozp07GTt2LOnp6SJV7+7uzqVLlxg+fDh1dXXMnTuX2NhYYeirq6tjxIgRpKenM3/+fBQVFVFSUiIqKkrQHmNiYujt7eXZs2e8efMGS0tLGhoakJOTw8jISJDstm/fztu3b1FWVhau+z/++IPGxkbu3LnD169fWbFihSBmGRsbo6ury3///UdaWhpWVlaEhYVx//59enp6SElJYdGiRWK9eOjQITQ0NJCXlycwMBATExOWLVsmzpl9+/YhlUq5evUqw4YNQ19fX1xuwsPDqa6uZtSoUbS2trJ48WKampoE42Dnzp1oaWmJB2RSUhK2trYoKSmxatUqXrx4QVNTE729vTx+/BhZWVk8PDxITk5m7dq1AjY1ZcoU3rx5I3IzfaKorKws8bmfO3cuJiYmBAUFYWtrKyp4iYmJPH36lNzcXKZPn86LFy9wdHTkxIkTqKmpkZOTg7y8vPgZjhw5woQJE8TvOG/ePB48eMDLly8JDw8XxE4nJyeh/fz+/buYGtbV1eHi4kJdXR1fvnxhzpw5NDY2YmNjw/r161FTU2P8+PEoKChw+PBhoSb28fFBIpFgYWFBZ2cnrq6uYk+dn5+Pg4MDJSUleHp6UlxcLGQ5ffjvxMREioqK/s9oeeXKlZ1VVVX09PTQ2NhIfX09/fv3599//+XDhw+ikzhs2DAyMzPx9PQUY+y+3ufYsWMJDw8X9ZiZM2dy+fJlpFIp/v7+hIaGYmJigqurq3AKFxYWio5iQUEBXl5eLFiwgKlTp9Le3o6KiopwlFpaWvLixQvs7e1Fb7u0tJQBAwZQXl7Os2fPGDFiBFFRUVRVVZGVlYWqqipmZmacOHECQ0NDLl++zIQJE3j16hVRUVGMHz+egoIC3N3dKS4uBmDRokXExcVx7949JkyYQGpqqhCaGBkZ0djYSGxsLGvWrGHDhg2Ym5uzdu1aJk6cSEhICF++fGHr1q1YWFjQ1tYmesI1NTUMHjwYXV1dDhw4QFtbG93d3VhbW4s3uI6ODjw9PZkzZw4rVqwQbOFjx44JjGAflGLXrl1UVFSgoKBAfX09BgYGvH37loiICJycnHj69Cn9+/cnMDCQCRMmEBgYSFxcHPHx8Tg5OeHu7i6gGDt37mTDhg2ixmBra0tXVxdFRUXMnj0bPT09lJWV6ezsFAKOpUuXEhcXR1tbG7t372b//v10d3czZ84cEayQlZXFxMQEb29vvLy86OjoEOP8mpoanJ2dKSkpQUdHh6ysLD5+/IiOjg41NTVYW1ujp6fH/v37efz4MZ2dnQQEBGBkZERpaSm7du2isrKS5ORk4uPjefr0KdbW1gwePJhTp04xYcIEJk+ejKKiIiYmJsjIyJCeno61tbU4TCorK8X3mjlzJiUlJRgaGnLjxg3k5eWRk5Nj2rRpgi/c0tIiSEhtbW0CyN/Z2UlBQQH19fUUFhayaNEipkyZwtu3b0UdpQ9Wo6urS29vLwMGDODChQu8fv2afv36ASCVSunu7sbKyors7GwWLlxIWVkZNjY2rFmzhvz8fF69eiWodAMHDuTgwYOCOufg4ICVlRW3bt1i7ty5LFmyhK1bt6KqqoqBgQElJSWcO3cOHx8fXF1dMTU1FZjazMxMxo4dKzjzfesniURCcHAwYWFhNDQ0UF9fj7e3NwsXLiQ1NRVnZ2f8/PwE7OPatWvcuHFDtDDa29tpaGggLi5OVCBzc3O5dOkShoaGKCgo8PLlS5qamhg8eDCrV69GSUmJhQsX0tvbi5mZGTY2NkgkEm7cuCF0uuPHj6esrIzNmzdjampKQkICtra2pKSkiImUr6+vYCKEh4djZWXF69evqaqqElrcvhzE3bt3BUP77NmzxMfHM3/+fLq6urhz5w6dnZ0sWbKE169fs2nTJrKzs0V7QltbG19fX5ydnYmIiEAqlQrM6y+//ML169dFmtnV1ZX79+/z5MkTtLS0cHBwEJWgPolQ35i8b2r58OFDEhMTSU9PFwn5W7dukZeXx5UrV/j111+xt7cHYNu2bVRUVODr60tkZCQ5OTlcu3YNS0tLfv75Z16+fMm2bduwsbER58bGjRuJjo4mLCyMoKAgtLS08Pf3F2PpoKAgZGVl0dbWRldXl3fv3jF06FA8PT35999/0dHRYfDgwQQHB4vnRl1dHWvWrGHo0KHY2dkxdOhQZGVliYuLE7v+8vJyUcvU09MjJCQEGxsb5s+fj7u7u+gr//3330gkEnGeV1dXixcJPz8/7O3tGT16NHv27OHly5fo6uoSExPD2rVrGTFiBC0tLUyePJlp06Zhbm7Or7/+KuQmEREReHp6MmjQIA4dOkRiYiJLly7F29ubt2/fIpVKSUxMZPz48Tx48ABtbW309PSwsbHh5MmTtLS0YGNjQ2BgIB8+fBDMC4CjR4+ir6/P1atXaWxspLCwkJCQEJGWt7KyQiqVYmlpyefPnwXfoaqqivfv32NnZ0dFRQW1tbWEh4ezf/9+Zs2ahaRfv3475eXlAfjhhx+oq6vjwYMHLF68mFGjRgky2cWLF3n+/Dmurq7/T3rNysoKXV1dioqKaGlpQUVFhbS0NDQ1NRk5ciSpqals2LABiUSCnp4et2/fxtnZmZEjR3L06FGKi4vx8fGhqqqKwYMHc+TIEYyMjPjy5Qtubm709PSgoqJCWVkZ69atEzxgZ2dnLly4QHNzM8rKyjg7O4tdUF5eHjIyMowYMQJ3d3eqqqrQ1NSksbGRuXPnsm3bNkpLS3nx4gXXr1/n9OnTODo6it3rvXv3GDJkCPb29hw+fFiMm83MzDA1NeXevXtoaWmxb98+IQnp07a5urpy+PBh8vPzGT9+PAMGDCA9PZ0XL14wZMgQ9PX1/x/Yg6KiInZ2diQnJyOVSkU9R0tLi5qaGrZs2UJwcDBHjhyhu7ubvLw8EhMTaW5upr6+niFDhuDk5CSQiOvXr+f3339n3bp1XLhwAWNjY9HN/P79Ozo6OqSnp/P8+XN2794tKhzGxsY8efIEqVSKvLw8PT09DBo0SPRiW1tbmTdvHv7+/qiqqqKurs7vv/+OVColPz8fd3d3WlpaRCiptLSU7du38/TpUwoLC1FWVqagoICMjAySkpLYu3cv3759Izc3V4zQo6Oj8fDwAOD9+/fs27ePcePGIZFIqK+vp7a2Fj8/P1Gt+J//+R/y8/OpqanB1NSUqKgoamtrmTFjBnPmzGHdunV0dnZy8eJF0tLSuHTpEnv37sXZ2ZnJkycjKyuLi4sLbW1tREVFsW3bNpYuXYqnpyfPnj0jJyeH//77D1dXV5SUlDAzM+PZs2fU1dWJSpeGhga//fab0M6mpqZSVlaGlpYW8+fPJyUlhdbWVl6+fMnXr1/p6enBw8ODMWPGkJCQQE9PDzk5OWRlZfHhwwdqa2vJz89n9OjRvHz5UqTHW1tbxd5w/PjxqKqqCg52X2DR1NQUc3NzIVvw9/cXOMQ+OtrHjx/Jycmhra1NgI1evnzJsmXL+Omnn1i8eLFQZT569IiNGzeycuVKwXBXVlbmw4cP7Ny5k8rKSk6ePImOjg7nzp1DKpVibm7OuXPnKC0tJTs7mx9++IG0tDQiIyM5duyYcBJs3ryZtLQ0oqOjOXHiBF1dXezZs4cbN25QW1tLREQE37594+vXrxQXFxMfHy9CbAcPHuTo0aO0t7eLykxubi4aGhriDe3QoUMEBQUhLy9Pe3s7sbGx2NvbC2a9tbU1375947fffqOuro66ujqGDRtGWFiYoLZ9/PiR1tZWLCwsOHPmDFKpFD8/PwwNDZGVleX79+94eXmxbNkyRo0axerVq0lJScHGxobe3l4yMzNxdnbm1q1brFy5kn379rFixQpiY2ORSqWcOHGCyZMn4+fnx4ABA1BVVeXx48fIy8tjbGxMcXExU6ZMEZ+Hfv364e3tjZ2dHStXriQiIoI5c+YgIyPDkCFD6Onp4ezZs9y+fZuqqiqUlZVZuXIl2dnZjB07Fm9vb3bv3i2ALZWVlURFRbFjxw4CAgKwsrLCzMyMd+/eCSKXnp4eEydOJDU1FU9PT9zc3Fi2bBmhoaHCgZ2fn8+wYcNITk6mvLycuro6odeMjo4WaGp9fX0+fvwo8kkjR47k3LlzjBo1ShjNrK2tCQsLE1PPgQMHcv/+fYqKilBSUqKyspLOzk4qKyv5+vUrc+bM4enTp9TV1REdHS1eLuzt7WltbeXo0aP88ccfaGlpkZOTQ79+/QS3Ye7cucJP39HRwevXr7G2tubp06d4eXlx//59Bg0axI8//oiamhrLly9HVVWV06dPc+nSJZEKDwoKYsmSJRQXFzN8+HBMTU1RVFREX1+f3Nxcli5dyufPn/n48SMqKio4OjqydOlSQkNDuXHjBr6+voSGhgq2QB9Jbv78+dja2vLXX38JV4akoaFhZ79+/Zg4cSLu7u4iLDBjxgzBkU5JSRH0qb5b6M6dO0lKSmLixIk8f/6c/v37s2DBAu7evcvhw4epr6/n+vXrnDp1ips3b2JiYkJGRobAH37//p3Q0FCUlJS4cOGCcB/3BbaOHj2KoqIiRUVFeHl5cf78eaytrUVHbtCgQSLUUlpayu7du9HT08PCwgJPT0+cnJxEKEhBQYGvX79SXl5ORkYG7e3t6Onp4ebmhp+fH5s3b8bf3x8nJyfhYY2NjaWhoYHbt29jZWVFc3MzXV1dWFlZERsbi4yMDC4uLmzfvp1ff/0VW1tbtm/fTnR0NCNHjmTJkiV8/foVY2Nj5s+fj7GxMXZ2dsjJyVFYWEhsbCxTp07F0tKSgIAAAgMDmTVrFpWVlWLC8PjxY44fP862bdsoKSmhqqqK79+/c/DgQQ4fPiwECc7Ozvz99980NTXxzz//EBoayrdv35g/fz537tyhsLCQ1tZWXr16hY2NDStWrKCkpISOjg4RBrOxsSE+Ph4XFxcGDhzIqFGjKC0tpb29naqqKrKzs/n48SNKSkq8evWKmpoaZs2axS+//EJ3dze1tbWsXbuWtLQ0zM3NWb58OXFxcRQVFXHkyBE8PT3ZsmULQ4YMISkpibFjx7Jo0SIOHDjAwIEDkZGR4fz589TW1rJp0yZSU1OZNWsW3d3dJCQkUFRUxIQJE4iKiqKzs5PS0lLMzc1JS0tDXV2dvLw8nJycqK6u5u7du2zYsAF1dXVevXpFcHAw1dXVouYzbdo0Ojo6ePLkCXp6eqioqJCQkEB+fj7Lli0jLCwMFRUVjI2NaWpqwtLSkn79+rF69WqmTZvG5s2bqampEZkOLy8vbGxscHFxoaOjQ1CZQkNDGTduHI6OjlRUVDB9+nSmTp2Kjo4OFy9eJCAgABkZGZGAtbGxQV9fH3V1dd6/f4+3t7d4aPV1Rffs2YOPjw8FBQXMmzeP7du3Y2ZmhpOTk6jlxMTE8Pvvv+Pp6cnx48fFdENOTk6MlSdNmoS8vDzh4eH0798fbW1tAOTl5Tl//jz6+vrisBwzZgznzp1DVVVVTIdcXV0xMzNj8uTJBAcHIy8vz8WLF2lvb0deXp73798zdOhQjhw5gp6eHsuXL8fNzY2//voLe3t7jIyMhCpSRkYGa2trNDU1+fz5M+7u7jg4OJCbm8vz58/x8/Ojt7eXs2fPMnXqVNavX8+lS5dITEwUfeJ//vmHO3fuUF1dTVJSEpMmTSI5OZn9+/fz8OFDLl26xKVLl6ioqGDz5s1oaGjQ3NxMdXU1O3fuJDU1lXHjxpGYmIiHhwc9PT3U1NQglUqxsrLC0tKST58+MXXqVO7fv09vby+LFy9GTk6OqKgoNDU1SUhIoH///iLf0vd106dP59u3b3R2dorxb9/0oO/7//LLL6KHHhERga+vL42NjSQnJ6Ovr4+zs7Ponfv5+TFy5EiamprIzc2luLiYqKgo3N3dGT58OM3Nzfj4+ODg4MCbN2/o168f48aNY/HixQJU1NTUJNYmP/30Ex8+fEBGRoarV6+K1UFbWxuhoaGcPXuW/fv3o6SkRFtbGy9evODy5csEBATQ2tpKd3c3TU1NhISEkJeXR3NzM0uWLMHExIQ///wTMzMzVFVVefv2Lb29vVy4cEFAZPLz8/Hy8sLQ0JD8/HzRJpJKpaxdu5aUlBQuX76MtbU1ly9fxszMDFlZWTGN7MMrR0RECCPWmDFjuHXrFrdu3UJTU5NDhw7R1dWFhoYG9fX1+Pn5oaenR1hYGNbW1igoKFBYWCjEHlOnTiUnJ4fY2FiMjIz49OmTMHKpq6vj7+/PrVu36OnpERyB1tZWamtrMTMzo7m5mcTERBwcHHB0dCQoKAiJRMKMGTPERWv79u34+/vj7+9PZWUlq1ev5u7du3R3d+Po6EhWVhZjx45lyJAhqKmpibNecu3atZ2Ojo58/vxZpI3d3NwIDw+noqICKysrIiMj8fHxYfPmzcD/aesePHhAZGSkqN5IpVKGDh3KzZs3CQgIYN++faioqGBqaiooQJWVlURERKCiosL06dP58uUL379/Z9CgQfT29uLk5ERhYSHZ2dl4eHhgYGDAtWvXePfuHYsWLUJHR4fv37+zc+dOYmNjSU5ORlFREVVVVWF1Kisrw9vbm+PHj1NfX091dTW2trb079+fly9fCrfqgQMHmDt3rujR9hmt6uvriYmJITAwkA0bNjBkyBCuXLnCH3/8QUpKCiEhIfj5+VFRUcHKlSvZsmULxcXFmJubM3r0aJ48eUJ3d7eo4ri7u7N//34qKioYP3482dnZqKmp4evry82bN3FxcWHEiBEMGDBAvH3U1taKHuKECRO4f/8+LS0tqKqqUlBQwIEDB9DT02PLli3U1tbS3NxMY2MjBgYGVFZWsm7dOvLy8nBwcKC2thZ3d3diYmLYsmULGzZsENq3tLQ0uru7uXz5MqamphgYGPDnn38SFBTEmzdveP36NY8ePSI7O5v29naGDx+Oh4cHo0ePpqOjg+TkZCZPnkxubi5TpkxhxIgRfPv2jeHDh4txpYuLC6mpqaKHHhgYKNCGAwYMQF1dHVVVVbKzs2loaODp06fEx8fz/ft3xo8fz61btwgMDKStrQ1/f39aWlqwt7enX79+jB8/XgSCEhISmDNnDrm5ubS1tVFfX8+VK1dQVlbmyZMnrFy5knXr1jF69Gh8fX1JSEhATk6OYcOG4e/vj62tLW5ubrS1tYnDTE5ODmdnZ4qLiwkPD2fr1q3cunWLc+fOUVNTw969exkwYACLFy/mzJkz2NnZcerUKVHlsrCwYOPGjVy/fl0kQ1tbWykoKODJkyckJiZy/vx5Nm3ahKurK2VlZQQFBWFoaMjhw4c5d+4cixcv5s6dO6xdu5ZRo0Zx8+ZNzp49y6BBg7h+/boQupw+fVqYtdra2mhoaCAjI4MDBw7g4eGBkZERRUVFLFiwgNraWjo6Ohg2bJjgm+vr6xMeHs7r16+pra3l2rVrPHr0SLh5Y2JiCA8PZ8qUKTg4OBAREUFzczM6OjoAlJSU8OOPP1JbW4uFhQXnz59n4sSJXL16lcDAQBQVFfn06RNDhw4VNRZjY2PU1dWFenLXrl2cOHGC69evI5FIkJWV5f3791y7do0PHz6wY8cOrl69yvDhw9myZQsPHz6ktLSU3t5e8vLy0NTUZObMmWzbto3+/fvj6OhIamoqkydPpry8nPPnz4tQ3A8//EB5eTn+/v5ERkYilUrp7OxEVlaWK1euEBYWRmdnJxs2bGDjxo3Iy8uzfPlyent7OXnyJDdv3uTBgwfIyclRXFxMV1cXhw4dQlVVlY8fPxISEkJWVha5ubk0NDQwceJEYmJi+PTpE5qamoSEhDBz5kzMzMzw9/cnJydHtEYqKirERa2jo4OUlBS2bdtGXl4eQ4cOxc/Pj8ePH5OSkoKDgwOurq64ubmxZ88ebt68yYwZM8Tu3M7OTlQf1dTUGDp0KHv27BFd4+TkZNra2lBWVqa6upqvX79SW1srQoqamppMmTIFX19fkaLu0746ODjw9u1bjI2NRQbGx8eHy5cvo6qqipaWFl1dXXh6ehIVFYWrqysbN27kwIED1NfXExUVxcqVK0XLZNmyZTg7O7Nv3z6eP3+Onp4ekydPRk5OjsGDB9PU1ERwcDAVFRUsXLiQV69esX//fq5du4atrS3q6uo0Njby+fNnpk2bxqRJk+ju7kZHR4empibmz5+PnZ2dIK4tWrSIkJAQjh07Js7OjIwMampqkJOTY/369cTExODp6cmQIUNYsmQJHz584P79+0gkEn777TeOHTvG9OnTaWhooKKigubmZoKCgnj37h1nzpzh1KlTPHr0CCMjI+Tk5IiJiaG7uxsjIyM0NTUxMTEhPj6ef//9F3t7e5qamtDX1yc2NpbU1FTc3d2Fi+Lvv/9GEh0dvfPu3bsUFBSIkVofRi4hIYHg4GBUVVVFTeXJkyf4+PgQGRkpbu1tbW1cvXoVc3Nzxo4dy7lz57CysmLo0KGcPn0aqVTKhQsXsLCwYNKkSXh4eLB37140NTW5ePEizc3NSCQSWltbcXBwwMDAgLq6Omprazl37pwouPeNFx89eoREImHTpk1UVVWhqKjIvXv3UFRUpLm5GRkZGTw8PISqTFdXl+TkZGRkZIiMjBQCen19fUGjcXZ2prCwEGdnZzIzM8nMzBQBB319fUpKSjAyMsLDw4O6ujoOHTqEs7MzS5YswcHBgc+fP/8fnP3/3/stX76c2bNnk5ycTGNjI5s2baK7u5vMzEzevXuHnp6ewC8+fvyY5uZmrl69ioGBATdv3hQPnT6Ag7q6OpGRkSQlJbF69WomT56Mi4sLHh4eYmLx8OFDBg0aREREBBKJhJ9//lnc/PuqXvn5+fT29ooR1saNG/n8+TM2NjbuSM6rAAAEEUlEQVR4eXkxYsQIsrKy2LVrF6qqqjx9+hR/f380NDRwc3Nj3rx59Pb2kp6ezqRJk/j69Svv3r1j06ZNZGVloaamRnV1NbNmzcLQ0JDo6GgiIyOxtLQUQSl1dXW0tbXF24WTkxMJCQlMnTqVzs5OoqOj2b9/P+bm5vT09LBnzx4GDx5MfHw8nZ2drFq1isjISJSVlZGVleXDhw8cOHCAR48e8fXrVxwdHUlISEBbWxsLCwsWLFjA7t27SUpKQklJiXXr1tHd3U1AQADXr1/n+/fvnDhxgj/++AMLCwvh7tbQ0MDe3p6Wlhb8/f1JS0vD29tbTEFGjhxJXV0dWVlZ+Pj4EBAQIA57AwMDgoODATAzM6OoqIjc3Fx0dHRYt24dlpaWLF26FFdXVwH719TUpL6+nq6uLubOnYuBgQFmZmYYGxvz9OlTHj58SHZ2tqjTTZo0iatXr9LW1kZ7ezuXLl0iJycHZ2dn1qxZI8Z5gYGBQn36/PlzOjo6WLlyJffu3WPYsGGCje3o6IiBgQFTp04lMzMTFxcXzM3NefXqlWgl/P777+Tn53Py5EnKysqQSqWkp6cTEBBATEyM2PG5uLiwZcsWli5dSmZmJq2trdy+fRsbGxsBB+nrCJeWlnLixAm2bt1KSUkJs2bNErKN8PBwlixZQk5ODvv372fdunWiaqSgoCAChaampmzdupW8vDw2btwo+tNjxowRlaWNGzcSExODkZERa9asobi4mDt37jB//nxmz56Nm5sbBw8e5NGjR2zYsIG8vDzKy8tFsAxg1apVhIeHk52dTXx8PBkZGXR1dZGfn8+4cePw8/Nj3rx5lJWV4eXlhZmZGSoqKowZM4a2tjZqamrQ1dVlzZo1/Pvvv9TU1LBr1y4GDhzIxYsXcXNz4/Xr17x69Qp7e3uRNldSUqKnpwctLS2xBmxoaBCSlb7dfmNjIzt27BDgqMOHD4u/Z0dHB3JycrS3t/O///u/REdHC5DJvn37cHV1pbq6Gk1NTTG67qsP9uVQjh07xtatW5FKpWLXnpmZiampKatXryYxMREZGRkKCgrIy8tDR0eHJ0+eCOuaiYmJMMSlpKQIn7ShoSH9+vXj1KlTIrPj7OzMly9fsLOzIy0tDSUlJby9vSksLOTOnTsYGBigoqJCfn4+6enp7Nixg02bNjFz5kxR2cvIyBA608OHD2NjY8ODBw9ISEjgzp07zJgxgydPnpCSkiLcCJ2dnUyYMIHCwkKBiM3OziYpKQkXFxfx/KiurkZXV5fq6mrs7e1RVVWlo6ODP//8k379+mFnZ4ezszNxcXHif/XRo0esWrWKwMBAysvLOXXqFHv37uXBgwf88MMPQsxTUVHBixcvcHd3p7u7m1WrVuHj48P/By8LbpsokrqoAAAAAElFTkSuQmCC" y="-149.952"/>
  3193. </g>
  3194. <g id="matplotlib.axis_13">
  3195. <g id="xtick_26">
  3196. <g id="line2d_11">
  3197. <defs>
  3198. <path d="M 0 0
  3199. L 0 4.8
  3200. " id="m45cc254bd5" style="stroke:#262626;"/>
  3201. </defs>
  3202. <g>
  3203. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#m45cc254bd5" y="278.112"/>
  3204. </g>
  3205. </g>
  3206. <g id="text_16">
  3207. <!-- 0.00 -->
  3208. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3209. <use xlink:href="#DejaVuSans-30"/>
  3210. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3211. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3212. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3213. </g>
  3214. </g>
  3215. </g>
  3216. <g id="xtick_27">
  3217. <g id="line2d_12">
  3218. <g>
  3219. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#m45cc254bd5" y="278.112"/>
  3220. </g>
  3221. </g>
  3222. <g id="text_17">
  3223. <!-- 106.00 -->
  3224. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3225. <use xlink:href="#DejaVuSans-31"/>
  3226. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3227. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  3228. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3229. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3230. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3231. </g>
  3232. </g>
  3233. </g>
  3234. <g id="xtick_28">
  3235. <g id="line2d_13">
  3236. <g>
  3237. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#m45cc254bd5" y="278.112"/>
  3238. </g>
  3239. </g>
  3240. <g id="text_18">
  3241. <!-- 212.00 -->
  3242. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3243. <use xlink:href="#DejaVuSans-32"/>
  3244. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3245. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  3246. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3247. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3248. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3249. </g>
  3250. </g>
  3251. </g>
  3252. <g id="xtick_29">
  3253. <g id="line2d_14">
  3254. <g>
  3255. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#m45cc254bd5" y="278.112"/>
  3256. </g>
  3257. </g>
  3258. <g id="text_19">
  3259. <!-- 318.00 -->
  3260. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3261. <use xlink:href="#DejaVuSans-33"/>
  3262. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3263. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3264. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3265. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3266. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3267. </g>
  3268. </g>
  3269. </g>
  3270. <g id="xtick_30">
  3271. <g id="line2d_15">
  3272. <g>
  3273. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#m45cc254bd5" y="278.112"/>
  3274. </g>
  3275. </g>
  3276. <g id="text_20">
  3277. <!-- 424.00 -->
  3278. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3279. <use xlink:href="#DejaVuSans-34"/>
  3280. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3281. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3282. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3283. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3284. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3285. </g>
  3286. </g>
  3287. </g>
  3288. <g id="text_21">
  3289. <!-- time (s) -->
  3290. <defs>
  3291. <path d="M 18.3125 70.21875
  3292. L 18.3125 54.6875
  3293. L 36.8125 54.6875
  3294. L 36.8125 47.703125
  3295. L 18.3125 47.703125
  3296. L 18.3125 18.015625
  3297. Q 18.3125 11.328125 20.140625 9.421875
  3298. Q 21.96875 7.515625 27.59375 7.515625
  3299. L 36.8125 7.515625
  3300. L 36.8125 0
  3301. L 27.59375 0
  3302. Q 17.1875 0 13.234375 3.875
  3303. Q 9.28125 7.765625 9.28125 18.015625
  3304. L 9.28125 47.703125
  3305. L 2.6875 47.703125
  3306. L 2.6875 54.6875
  3307. L 9.28125 54.6875
  3308. L 9.28125 70.21875
  3309. z
  3310. " id="DejaVuSans-74"/>
  3311. <path d="M 9.421875 54.6875
  3312. L 18.40625 54.6875
  3313. L 18.40625 0
  3314. L 9.421875 0
  3315. z
  3316. M 9.421875 75.984375
  3317. L 18.40625 75.984375
  3318. L 18.40625 64.59375
  3319. L 9.421875 64.59375
  3320. z
  3321. " id="DejaVuSans-69"/>
  3322. <path d="M 31 75.875
  3323. Q 24.46875 64.65625 21.28125 53.65625
  3324. Q 18.109375 42.671875 18.109375 31.390625
  3325. Q 18.109375 20.125 21.3125 9.0625
  3326. Q 24.515625 -2 31 -13.1875
  3327. L 23.1875 -13.1875
  3328. Q 15.875 -1.703125 12.234375 9.375
  3329. Q 8.59375 20.453125 8.59375 31.390625
  3330. Q 8.59375 42.28125 12.203125 53.3125
  3331. Q 15.828125 64.359375 23.1875 75.875
  3332. z
  3333. " id="DejaVuSans-28"/>
  3334. <path d="M 44.28125 53.078125
  3335. L 44.28125 44.578125
  3336. Q 40.484375 46.53125 36.375 47.5
  3337. Q 32.28125 48.484375 27.875 48.484375
  3338. Q 21.1875 48.484375 17.84375 46.4375
  3339. Q 14.5 44.390625 14.5 40.28125
  3340. Q 14.5 37.15625 16.890625 35.375
  3341. Q 19.28125 33.59375 26.515625 31.984375
  3342. L 29.59375 31.296875
  3343. Q 39.15625 29.25 43.1875 25.515625
  3344. Q 47.21875 21.78125 47.21875 15.09375
  3345. Q 47.21875 7.46875 41.1875 3.015625
  3346. Q 35.15625 -1.421875 24.609375 -1.421875
  3347. Q 20.21875 -1.421875 15.453125 -0.5625
  3348. Q 10.6875 0.296875 5.421875 2
  3349. L 5.421875 11.28125
  3350. Q 10.40625 8.6875 15.234375 7.390625
  3351. Q 20.0625 6.109375 24.8125 6.109375
  3352. Q 31.15625 6.109375 34.5625 8.28125
  3353. Q 37.984375 10.453125 37.984375 14.40625
  3354. Q 37.984375 18.0625 35.515625 20.015625
  3355. Q 33.0625 21.96875 24.703125 23.78125
  3356. L 21.578125 24.515625
  3357. Q 13.234375 26.265625 9.515625 29.90625
  3358. Q 5.8125 33.546875 5.8125 39.890625
  3359. Q 5.8125 47.609375 11.28125 51.796875
  3360. Q 16.75 56 26.8125 56
  3361. Q 31.78125 56 36.171875 55.265625
  3362. Q 40.578125 54.546875 44.28125 53.078125
  3363. z
  3364. " id="DejaVuSans-73"/>
  3365. <path d="M 8.015625 75.875
  3366. L 15.828125 75.875
  3367. Q 23.140625 64.359375 26.78125 53.3125
  3368. Q 30.421875 42.28125 30.421875 31.390625
  3369. Q 30.421875 20.453125 26.78125 9.375
  3370. Q 23.140625 -1.703125 15.828125 -13.1875
  3371. L 8.015625 -13.1875
  3372. Q 14.5 -2 17.703125 9.0625
  3373. Q 20.90625 20.125 20.90625 31.390625
  3374. Q 20.90625 42.671875 17.703125 53.65625
  3375. Q 14.5 64.65625 8.015625 75.875
  3376. z
  3377. " id="DejaVuSans-29"/>
  3378. </defs>
  3379. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3380. <use xlink:href="#DejaVuSans-74"/>
  3381. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3382. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3383. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3384. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3385. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3386. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3387. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3388. </g>
  3389. </g>
  3390. </g>
  3391. <g id="matplotlib.axis_14"/>
  3392. </g>
  3393. </g>
  3394. <defs>
  3395. <clipPath id="p1bdc451b33">
  3396. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3397. </clipPath>
  3398. <clipPath id="pa04c69b42f">
  3399. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3400. </clipPath>
  3401. <clipPath id="peeb2eef5c7">
  3402. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3403. </clipPath>
  3404. <clipPath id="p5f4e6b0588">
  3405. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3406. </clipPath>
  3407. <clipPath id="p2e4fd20b07">
  3408. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3409. </clipPath>
  3410. <clipPath id="pdc3c9c425b">
  3411. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3412. </clipPath>
  3413. <clipPath id="p9ba9226e55">
  3414. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3415. </clipPath>
  3416. </defs>
  3417. </svg>