1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302 |
- <?xml version="1.0" encoding="utf-8" standalone="no"?>
- <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
- <!-- Created with matplotlib (http://matplotlib.org/) -->
- <svg height="309.883863pt" version="1.1" viewBox="0 0 384.435181 309.883863" width="384.435181pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
- <style type="text/css">
- *{stroke-linecap:butt;stroke-linejoin:round;}
- </style>
- </defs>
- <g id="figure_1">
- <g id="patch_1">
- <path d="M 0 309.883863
- L 384.435181 309.883863
- L 384.435181 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 18.697188 37.546752
- L 372.281346 37.546752
- L 372.281346 12
- L 18.697188 12
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_1">
- <g id="xtick_1"/>
- <g id="xtick_2"/>
- <g id="xtick_3"/>
- <g id="xtick_4"/>
- <g id="xtick_5"/>
- <g id="xtick_6"/>
- </g>
- <g id="matplotlib.axis_2"/>
- <g id="line2d_1">
- <path clip-path="url(#pef33c1e9c1)" d="M 18.697188 23.382363
- L 372.281346 23.382363
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#pef33c1e9c1)" d="M 18.697188 23.598385
- L 20.221257 23.98884
- L 21.745327 24.071221
- L 27.841605 23.89413
- L 30.889745 23.934063
- L 33.937884 23.794915
- L 41.558232 23.796596
- L 43.082302 23.968303
- L 49.17858 23.970171
- L 53.750789 23.784091
- L 55.274859 23.646262
- L 58.322998 23.563903
- L 65.943347 23.53119
- L 67.467416 23.397987
- L 68.991486 23.528717
- L 70.515556 23.527157
- L 72.039625 23.689612
- L 73.563695 23.627559
- L 75.087764 23.754334
- L 76.611834 23.658591
- L 78.135904 23.730027
- L 82.708113 23.630427
- L 85.756252 23.74306
- L 87.280322 23.774806
- L 91.852531 23.573518
- L 96.42474 23.642636
- L 99.472879 23.773641
- L 100.996949 23.962369
- L 102.521018 24.008829
- L 105.569157 23.92848
- L 110.141366 23.990005
- L 113.189506 24.03997
- L 114.713575 24.057519
- L 119.285784 23.761048
- L 122.333924 23.885229
- L 125.382063 23.905163
- L 131.478341 23.90669
- L 133.002411 24.084584
- L 137.57462 24.010235
- L 139.09869 23.769421
- L 140.622759 23.650789
- L 142.146829 23.389405
- L 146.719038 23.796387
- L 148.243108 24.058299
- L 152.815317 23.997774
- L 155.863456 23.977995
- L 158.911595 24.037102
- L 160.435665 24.031421
- L 166.531943 23.572968
- L 169.580083 23.465423
- L 171.104152 23.655261
- L 177.200431 23.677623
- L 178.724501 23.429403
- L 187.868918 23.326144
- L 190.917058 23.359263
- L 192.441127 23.482291
- L 193.965197 23.758653
- L 195.489267 23.899668
- L 198.537406 23.851692
- L 204.633685 23.570891
- L 210.729963 23.784564
- L 212.254033 23.703655
- L 213.778102 23.785509
- L 218.350311 23.640658
- L 222.92252 23.612285
- L 227.494729 23.744082
- L 233.591008 23.498092
- L 236.639147 23.444523
- L 242.735426 23.434623
- L 244.259495 23.595484
- L 248.831704 23.534618
- L 250.355774 23.633021
- L 251.879844 23.560562
- L 256.452053 23.784146
- L 264.072401 23.614241
- L 265.596471 23.400899
- L 273.216819 23.432051
- L 277.789028 23.405943
- L 283.885306 23.525498
- L 285.409376 23.371801
- L 294.553794 23.672634
- L 297.601933 23.564397
- L 300.650072 23.549013
- L 305.222281 23.540003
- L 318.938908 23.312584
- L 323.511117 23.613593
- L 325.035187 23.590385
- L 326.559256 23.698721
- L 338.751814 23.587803
- L 340.275883 23.6618
- L 341.799953 23.567078
- L 344.848092 23.53653
- L 347.896232 23.874582
- L 349.420301 23.954776
- L 353.99251 23.889867
- L 360.088789 23.746884
- L 366.185067 23.35133
- L 369.233207 23.561244
- L 370.757276 23.647701
- L 372.281346 23.592506
- L 372.281346 23.592506
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 18.697188 25.935276
- L 29.974688 25.935276
- Q 32.374688 25.935276 32.374688 23.535276
- L 32.374688 15.792776
- Q 32.374688 13.392776 29.974688 13.392776
- L 18.697188 13.392776
- Q 16.297188 13.392776 16.297188 15.792776
- L 16.297188 23.535276
- Q 16.297188 25.935276 18.697188 25.935276
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GS -->
- <defs>
- <path d="M 59.515625 10.40625
- L 59.515625 29.984375
- L 43.40625 29.984375
- L 43.40625 38.09375
- L 69.28125 38.09375
- L 69.28125 6.78125
- Q 63.578125 2.734375 56.6875 0.65625
- Q 49.8125 -1.421875 42 -1.421875
- Q 24.90625 -1.421875 15.25 8.5625
- Q 5.609375 18.5625 5.609375 36.375
- Q 5.609375 54.25 15.25 64.234375
- Q 24.90625 74.21875 42 74.21875
- Q 49.125 74.21875 55.546875 72.453125
- Q 61.96875 70.703125 67.390625 67.28125
- L 67.390625 56.78125
- Q 61.921875 61.421875 55.765625 63.765625
- Q 49.609375 66.109375 42.828125 66.109375
- Q 29.4375 66.109375 22.71875 58.640625
- Q 16.015625 51.171875 16.015625 36.375
- Q 16.015625 21.625 22.71875 14.15625
- Q 29.4375 6.6875 42.828125 6.6875
- Q 48.046875 6.6875 52.140625 7.59375
- Q 56.25 8.5 59.515625 10.40625
- z
- " id="DejaVuSans-47"/>
- <path d="M 53.515625 70.515625
- L 53.515625 60.890625
- Q 47.90625 63.578125 42.921875 64.890625
- Q 37.9375 66.21875 33.296875 66.21875
- Q 25.25 66.21875 20.875 63.09375
- Q 16.5 59.96875 16.5 54.203125
- Q 16.5 49.359375 19.40625 46.890625
- Q 22.3125 44.4375 30.421875 42.921875
- L 36.375 41.703125
- Q 47.40625 39.59375 52.65625 34.296875
- Q 57.90625 29 57.90625 20.125
- Q 57.90625 9.515625 50.796875 4.046875
- Q 43.703125 -1.421875 29.984375 -1.421875
- Q 24.8125 -1.421875 18.96875 -0.25
- Q 13.140625 0.921875 6.890625 3.21875
- L 6.890625 13.375
- Q 12.890625 10.015625 18.65625 8.296875
- Q 24.421875 6.59375 29.984375 6.59375
- Q 38.421875 6.59375 43.015625 9.90625
- Q 47.609375 13.234375 47.609375 19.390625
- Q 47.609375 24.75 44.3125 27.78125
- Q 41.015625 30.8125 33.5 32.328125
- L 27.484375 33.5
- Q 16.453125 35.6875 11.515625 40.375
- Q 6.59375 45.0625 6.59375 53.421875
- Q 6.59375 63.09375 13.40625 68.65625
- Q 20.21875 74.21875 32.171875 74.21875
- Q 37.3125 74.21875 42.625 73.28125
- Q 47.953125 72.359375 53.515625 70.515625
- z
- " id="DejaVuSans-53"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_2">
- <g id="patch_4">
- <path d="M 280.129663 22.799651
- L 365.209663 22.799651
- Q 366.409663 22.799651 366.409663 21.599651
- L 366.409663 17.728401
- Q 366.409663 16.528401 365.209663 16.528401
- L 280.129663 16.528401
- Q 278.929663 16.528401 278.929663 17.728401
- L 278.929663 21.599651
- Q 278.929663 22.799651 280.129663 22.799651
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 623.521 $\bullet$ mean: 621.009 $\bullet$ $\sigma$: 1.114 -->
- <defs>
- <path d="M 52 44.1875
- Q 55.375 50.25 60.0625 53.125
- Q 64.75 56 71.09375 56
- Q 79.640625 56 84.28125 50.015625
- Q 88.921875 44.046875 88.921875 33.015625
- L 88.921875 0
- L 79.890625 0
- L 79.890625 32.71875
- Q 79.890625 40.578125 77.09375 44.375
- Q 74.3125 48.1875 68.609375 48.1875
- Q 61.625 48.1875 57.5625 43.546875
- Q 53.515625 38.921875 53.515625 30.90625
- L 53.515625 0
- L 44.484375 0
- L 44.484375 32.71875
- Q 44.484375 40.625 41.703125 44.40625
- Q 38.921875 48.1875 33.109375 48.1875
- Q 26.21875 48.1875 22.15625 43.53125
- Q 18.109375 38.875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.1875 51.21875 25.484375 53.609375
- Q 29.78125 56 35.6875 56
- Q 41.65625 56 45.828125 52.96875
- Q 50 49.953125 52 44.1875
- z
- " id="DejaVuSans-6d"/>
- <path d="M 34.28125 27.484375
- Q 23.390625 27.484375 19.1875 25
- Q 14.984375 22.515625 14.984375 16.5
- Q 14.984375 11.71875 18.140625 8.90625
- Q 21.296875 6.109375 26.703125 6.109375
- Q 34.1875 6.109375 38.703125 11.40625
- Q 43.21875 16.703125 43.21875 25.484375
- L 43.21875 27.484375
- z
- M 52.203125 31.203125
- L 52.203125 0
- L 43.21875 0
- L 43.21875 8.296875
- Q 40.140625 3.328125 35.546875 0.953125
- Q 30.953125 -1.421875 24.3125 -1.421875
- Q 15.921875 -1.421875 10.953125 3.296875
- Q 6 8.015625 6 15.921875
- Q 6 25.140625 12.171875 29.828125
- Q 18.359375 34.515625 30.609375 34.515625
- L 43.21875 34.515625
- L 43.21875 35.40625
- Q 43.21875 41.609375 39.140625 45
- Q 35.0625 48.390625 27.6875 48.390625
- Q 23 48.390625 18.546875 47.265625
- Q 14.109375 46.140625 10.015625 43.890625
- L 10.015625 52.203125
- Q 14.9375 54.109375 19.578125 55.046875
- Q 24.21875 56 28.609375 56
- Q 40.484375 56 46.34375 49.84375
- Q 52.203125 43.703125 52.203125 31.203125
- z
- " id="DejaVuSans-61"/>
- <path d="M 54.890625 54.6875
- L 35.109375 28.078125
- L 55.90625 0
- L 45.3125 0
- L 29.390625 21.484375
- L 13.484375 0
- L 2.875 0
- L 24.125 28.609375
- L 4.6875 54.6875
- L 15.28125 54.6875
- L 29.78125 35.203125
- L 44.28125 54.6875
- z
- " id="DejaVuSans-78"/>
- <path d="M 11.71875 12.40625
- L 22.015625 12.40625
- L 22.015625 0
- L 11.71875 0
- z
- M 11.71875 51.703125
- L 22.015625 51.703125
- L 22.015625 39.3125
- L 11.71875 39.3125
- z
- " id="DejaVuSans-3a"/>
- <path id="DejaVuSans-20"/>
- <path d="M 33.015625 40.375
- Q 26.375 40.375 22.484375 35.828125
- Q 18.609375 31.296875 18.609375 23.390625
- Q 18.609375 15.53125 22.484375 10.953125
- Q 26.375 6.390625 33.015625 6.390625
- Q 39.65625 6.390625 43.53125 10.953125
- Q 47.40625 15.53125 47.40625 23.390625
- Q 47.40625 31.296875 43.53125 35.828125
- Q 39.65625 40.375 33.015625 40.375
- z
- M 52.59375 71.296875
- L 52.59375 62.3125
- Q 48.875 64.0625 45.09375 64.984375
- Q 41.3125 65.921875 37.59375 65.921875
- Q 27.828125 65.921875 22.671875 59.328125
- Q 17.53125 52.734375 16.796875 39.40625
- Q 19.671875 43.65625 24.015625 45.921875
- Q 28.375 48.1875 33.59375 48.1875
- Q 44.578125 48.1875 50.953125 41.515625
- Q 57.328125 34.859375 57.328125 23.390625
- Q 57.328125 12.15625 50.6875 5.359375
- Q 44.046875 -1.421875 33.015625 -1.421875
- Q 20.359375 -1.421875 13.671875 8.265625
- Q 6.984375 17.96875 6.984375 36.375
- Q 6.984375 53.65625 15.1875 63.9375
- Q 23.390625 74.21875 37.203125 74.21875
- Q 40.921875 74.21875 44.703125 73.484375
- Q 48.484375 72.75 52.59375 71.296875
- z
- " id="DejaVuSans-36"/>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- <path d="M 40.578125 39.3125
- Q 47.65625 37.796875 51.625 33
- Q 55.609375 28.21875 55.609375 21.1875
- Q 55.609375 10.40625 48.1875 4.484375
- Q 40.765625 -1.421875 27.09375 -1.421875
- Q 22.515625 -1.421875 17.65625 -0.515625
- Q 12.796875 0.390625 7.625 2.203125
- L 7.625 11.71875
- Q 11.71875 9.328125 16.59375 8.109375
- Q 21.484375 6.890625 26.8125 6.890625
- Q 36.078125 6.890625 40.9375 10.546875
- Q 45.796875 14.203125 45.796875 21.1875
- Q 45.796875 27.640625 41.28125 31.265625
- Q 36.765625 34.90625 28.71875 34.90625
- L 20.21875 34.90625
- L 20.21875 43.015625
- L 29.109375 43.015625
- Q 36.375 43.015625 40.234375 45.921875
- Q 44.09375 48.828125 44.09375 54.296875
- Q 44.09375 59.90625 40.109375 62.90625
- Q 36.140625 65.921875 28.71875 65.921875
- Q 24.65625 65.921875 20.015625 65.03125
- Q 15.375 64.15625 9.8125 62.3125
- L 9.8125 71.09375
- Q 15.4375 72.65625 20.34375 73.4375
- Q 25.25 74.21875 29.59375 74.21875
- Q 40.828125 74.21875 47.359375 69.109375
- Q 53.90625 64.015625 53.90625 55.328125
- Q 53.90625 49.265625 50.4375 45.09375
- Q 46.96875 40.921875 40.578125 39.3125
- z
- " id="DejaVuSans-33"/>
- <path d="M 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <path d="M 10.796875 72.90625
- L 49.515625 72.90625
- L 49.515625 64.59375
- L 19.828125 64.59375
- L 19.828125 46.734375
- Q 21.96875 47.46875 24.109375 47.828125
- Q 26.265625 48.1875 28.421875 48.1875
- Q 40.625 48.1875 47.75 41.5
- Q 54.890625 34.8125 54.890625 23.390625
- Q 54.890625 11.625 47.5625 5.09375
- Q 40.234375 -1.421875 26.90625 -1.421875
- Q 22.3125 -1.421875 17.546875 -0.640625
- Q 12.796875 0.140625 7.71875 1.703125
- L 7.71875 11.625
- Q 12.109375 9.234375 16.796875 8.0625
- Q 21.484375 6.890625 26.703125 6.890625
- Q 35.15625 6.890625 40.078125 11.328125
- Q 45.015625 15.765625 45.015625 23.390625
- Q 45.015625 31 40.078125 35.4375
- Q 35.15625 39.890625 26.703125 39.890625
- Q 22.75 39.890625 18.8125 39.015625
- Q 14.890625 38.140625 10.796875 36.28125
- z
- " id="DejaVuSans-35"/>
- <path d="M 12.40625 8.296875
- L 28.515625 8.296875
- L 28.515625 63.921875
- L 10.984375 60.40625
- L 10.984375 69.390625
- L 28.421875 72.90625
- L 38.28125 72.90625
- L 38.28125 8.296875
- L 54.390625 8.296875
- L 54.390625 0
- L 12.40625 0
- z
- " id="DejaVuSans-31"/>
- <path d="M 16.734375 31.203125
- Q 16.734375 37.265625 20.953125 41.4375
- Q 25.1875 45.609375 31.34375 45.609375
- Q 37.390625 45.609375 41.5625 41.4375
- Q 45.75 37.265625 45.75 31.203125
- Q 45.75 25.109375 41.546875 20.90625
- Q 37.34375 16.703125 31.25 16.703125
- Q 25.140625 16.703125 20.9375 20.90625
- Q 16.734375 25.109375 16.734375 31.203125
- z
- " id="DejaVuSans-2219"/>
- <path d="M 56.203125 29.59375
- L 56.203125 25.203125
- L 14.890625 25.203125
- Q 15.484375 15.921875 20.484375 11.0625
- Q 25.484375 6.203125 34.421875 6.203125
- Q 39.59375 6.203125 44.453125 7.46875
- Q 49.3125 8.734375 54.109375 11.28125
- L 54.109375 2.78125
- Q 49.265625 0.734375 44.1875 -0.34375
- Q 39.109375 -1.421875 33.890625 -1.421875
- Q 20.796875 -1.421875 13.15625 6.1875
- Q 5.515625 13.8125 5.515625 26.8125
- Q 5.515625 40.234375 12.765625 48.109375
- Q 20.015625 56 32.328125 56
- Q 43.359375 56 49.78125 48.890625
- Q 56.203125 41.796875 56.203125 29.59375
- z
- M 47.21875 32.234375
- Q 47.125 39.59375 43.09375 43.984375
- Q 39.0625 48.390625 32.421875 48.390625
- Q 24.90625 48.390625 20.390625 44.140625
- Q 15.875 39.890625 15.1875 32.171875
- z
- " id="DejaVuSans-65"/>
- <path d="M 54.890625 33.015625
- L 54.890625 0
- L 45.90625 0
- L 45.90625 32.71875
- Q 45.90625 40.484375 42.875 44.328125
- Q 39.84375 48.1875 33.796875 48.1875
- Q 26.515625 48.1875 22.3125 43.546875
- Q 18.109375 38.921875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.34375 51.125 25.703125 53.5625
- Q 30.078125 56 35.796875 56
- Q 45.21875 56 50.046875 50.171875
- Q 54.890625 44.34375 54.890625 33.015625
- z
- " id="DejaVuSans-6e"/>
- <path d="M 31.78125 66.40625
- Q 24.171875 66.40625 20.328125 58.90625
- Q 16.5 51.421875 16.5 36.375
- Q 16.5 21.390625 20.328125 13.890625
- Q 24.171875 6.390625 31.78125 6.390625
- Q 39.453125 6.390625 43.28125 13.890625
- Q 47.125 21.390625 47.125 36.375
- Q 47.125 51.421875 43.28125 58.90625
- Q 39.453125 66.40625 31.78125 66.40625
- z
- M 31.78125 74.21875
- Q 44.046875 74.21875 50.515625 64.515625
- Q 56.984375 54.828125 56.984375 36.375
- Q 56.984375 17.96875 50.515625 8.265625
- Q 44.046875 -1.421875 31.78125 -1.421875
- Q 19.53125 -1.421875 13.0625 8.265625
- Q 6.59375 17.96875 6.59375 36.375
- Q 6.59375 54.828125 13.0625 64.515625
- Q 19.53125 74.21875 31.78125 74.21875
- z
- " id="DejaVuSans-30"/>
- <path d="M 10.984375 1.515625
- L 10.984375 10.5
- Q 14.703125 8.734375 18.5 7.8125
- Q 22.3125 6.890625 25.984375 6.890625
- Q 35.75 6.890625 40.890625 13.453125
- Q 46.046875 20.015625 46.78125 33.40625
- Q 43.953125 29.203125 39.59375 26.953125
- Q 35.25 24.703125 29.984375 24.703125
- Q 19.046875 24.703125 12.671875 31.3125
- Q 6.296875 37.9375 6.296875 49.421875
- Q 6.296875 60.640625 12.9375 67.421875
- Q 19.578125 74.21875 30.609375 74.21875
- Q 43.265625 74.21875 49.921875 64.515625
- Q 56.59375 54.828125 56.59375 36.375
- Q 56.59375 19.140625 48.40625 8.859375
- Q 40.234375 -1.421875 26.421875 -1.421875
- Q 22.703125 -1.421875 18.890625 -0.6875
- Q 15.09375 0.046875 10.984375 1.515625
- z
- M 30.609375 32.421875
- Q 37.25 32.421875 41.125 36.953125
- Q 45.015625 41.5 45.015625 49.421875
- Q 45.015625 57.28125 41.125 61.84375
- Q 37.25 66.40625 30.609375 66.40625
- Q 23.96875 66.40625 20.09375 61.84375
- Q 16.21875 57.28125 16.21875 49.421875
- Q 16.21875 41.5 20.09375 36.953125
- Q 23.96875 32.421875 30.609375 32.421875
- z
- " id="DejaVuSans-39"/>
- <path d="M 34.671875 47.5625
- Q 27.25 47.5625 22.21875 42.1875
- Q 16.890625 36.578125 15.140625 27.296875
- Q 13.1875 17.484375 16.3125 11.8125
- Q 19.390625 6.203125 26.65625 6.203125
- Q 33.84375 6.203125 39.109375 11.859375
- Q 44.4375 17.53125 46.34375 27.296875
- Q 48.046875 36.234375 45.015625 42.1875
- Q 42.1875 47.5625 34.671875 47.5625
- z
- M 36.078125 54.734375
- L 65.921875 54.6875
- L 64.15625 45.703125
- L 54.109375 45.703125
- Q 57.90625 38.09375 55.859375 27.296875
- Q 53.21875 13.875 45.0625 6.25
- Q 36.859375 -1.421875 25.140625 -1.421875
- Q 13.375 -1.421875 8.203125 6.25
- Q 3.03125 13.875 5.671875 27.296875
- Q 8.25 40.765625 16.40625 48.390625
- Q 23.1875 54.734375 36.078125 54.734375
- z
- " id="DejaVuSans-Oblique-3c3"/>
- <path d="M 37.796875 64.3125
- L 12.890625 25.390625
- L 37.796875 25.390625
- z
- M 35.203125 72.90625
- L 47.609375 72.90625
- L 47.609375 25.390625
- L 58.015625 25.390625
- L 58.015625 17.1875
- L 47.609375 17.1875
- L 47.609375 0
- L 37.796875 0
- L 37.796875 17.1875
- L 4.890625 17.1875
- L 4.890625 26.703125
- z
- " id="DejaVuSans-34"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 622.65 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 24.210176)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-32"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-36"/>
- <use x="286.279297" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 18.697188 65.2224
- L 372.281346 65.2224
- L 372.281346 39.675648
- L 18.697188 39.675648
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_3">
- <g id="xtick_7"/>
- <g id="xtick_8"/>
- <g id="xtick_9"/>
- <g id="xtick_10"/>
- <g id="xtick_11"/>
- <g id="xtick_12"/>
- </g>
- <g id="matplotlib.axis_4"/>
- <g id="line2d_3">
- <path clip-path="url(#p4f945d7d25)" d="M 18.697188 51.048214
- L 372.281346 51.048214
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#p4f945d7d25)" d="M 18.697188 50.341548
- L 20.221257 51.58665
- L 21.745327 52.212013
- L 23.269396 52.444348
- L 24.793466 52.332019
- L 26.317536 52.383773
- L 27.841605 52.194234
- L 29.365675 52.429683
- L 30.889745 52.292832
- L 33.937884 52.290341
- L 35.461954 52.050037
- L 36.986023 52.057621
- L 38.510093 51.882308
- L 40.034163 51.911263
- L 41.558232 51.736618
- L 43.082302 52.01456
- L 44.606372 51.803852
- L 46.130441 52.02394
- L 47.654511 51.963255
- L 49.17858 52.138211
- L 50.70265 51.908332
- L 52.22672 52.085239
- L 53.750789 51.787364
- L 55.274859 51.93583
- L 56.798929 51.617428
- L 58.322998 51.692485
- L 64.419277 51.405209
- L 65.943347 51.528686
- L 67.467416 51.309285
- L 70.515556 51.287951
- L 72.039625 51.577371
- L 73.563695 51.314772
- L 75.087764 51.418298
- L 76.611834 51.23606
- L 78.135904 51.657256
- L 79.659973 51.422356
- L 81.184043 51.618326
- L 82.708113 51.188318
- L 84.232182 51.535611
- L 85.756252 51.311374
- L 87.280322 51.545824
- L 88.804391 51.396736
- L 90.328461 51.459308
- L 91.852531 51.284306
- L 93.3766 51.421019
- L 94.90067 51.305145
- L 96.42474 51.353583
- L 97.948809 51.288519
- L 102.521018 51.625947
- L 104.045088 51.488272
- L 105.569157 51.609468
- L 107.093227 51.40574
- L 108.617297 51.316815
- L 111.665436 51.523712
- L 113.189506 51.359088
- L 114.713575 51.411291
- L 116.237645 51.150203
- L 117.761715 51.474706
- L 119.285784 51.254691
- L 123.857993 51.533495
- L 125.382063 51.223291
- L 126.906133 51.402232
- L 128.430202 51.372599
- L 129.954272 51.518436
- L 131.478341 51.36125
- L 133.002411 51.694097
- L 134.526481 51.524646
- L 136.05055 51.610869
- L 137.57462 51.348728
- L 139.09869 51.427
- L 142.146829 51.101197
- L 146.719038 51.374889
- L 148.243108 51.658199
- L 157.387525 51.656752
- L 158.911595 51.864556
- L 160.435665 51.648856
- L 165.007874 51.331681
- L 166.531943 51.516008
- L 168.056013 51.139742
- L 169.580083 51.287805
- L 171.104152 51.162624
- L 172.628222 51.442884
- L 174.152292 51.355195
- L 175.676361 51.654636
- L 177.200431 51.446099
- L 178.724501 51.476776
- L 180.24857 51.621779
- L 181.77264 51.358364
- L 183.29671 51.282071
- L 184.820779 51.001499
- L 186.344849 51.217969
- L 187.868918 50.989399
- L 189.392988 51.350221
- L 190.917058 51.029456
- L 192.441127 51.231178
- L 193.965197 51.189408
- L 195.489267 51.764739
- L 197.013336 51.520689
- L 198.537406 51.654645
- L 200.061476 51.361405
- L 203.109615 51.480815
- L 204.633685 51.295792
- L 206.157754 51.450267
- L 207.681824 51.272013
- L 209.205894 51.415495
- L 212.254033 51.244844
- L 213.778102 51.374257
- L 215.302172 51.14544
- L 216.826242 51.683224
- L 218.350311 51.286101
- L 219.874381 51.437516
- L 221.398451 51.16245
- L 222.92252 51.349177
- L 224.44659 51.350075
- L 225.97066 51.150102
- L 227.494729 51.472287
- L 229.018799 51.264529
- L 230.542869 51.363915
- L 232.066938 51.184755
- L 233.591008 51.406931
- L 235.115078 51.214708
- L 236.639147 51.212427
- L 238.163217 51.049873
- L 239.687287 51.22188
- L 242.735426 51.084031
- L 244.259495 51.341977
- L 247.307635 51.233651
- L 248.831704 51.222512
- L 250.355774 51.327367
- L 251.879844 51.004879
- L 253.403913 51.488812
- L 254.927983 51.294318
- L 256.452053 51.580174
- L 257.976122 51.264621
- L 259.500192 51.4727
- L 261.024262 51.338634
- L 262.548331 51.487521
- L 265.596471 51.259958
- L 267.12054 51.394501
- L 268.64461 51.130079
- L 274.740888 50.933468
- L 276.264958 51.472461
- L 277.789028 51.050973
- L 279.313097 51.264804
- L 280.837167 51.205676
- L 282.361237 51.327523
- L 283.885306 51.139825
- L 288.457515 51.184929
- L 289.981585 51.329501
- L 291.505655 51.10934
- L 293.029724 51.398971
- L 294.553794 51.275393
- L 296.077863 51.507004
- L 299.126003 51.399905
- L 300.650072 51.574632
- L 302.174142 51.462495
- L 303.698212 51.599557
- L 305.222281 51.425223
- L 306.746351 51.647546
- L 308.270421 51.315202
- L 309.79449 51.504045
- L 311.31856 51.261497
- L 312.84263 51.214461
- L 314.366699 51.045724
- L 317.414839 51.222402
- L 318.938908 50.987888
- L 320.462978 51.007811
- L 321.987048 50.849837
- L 323.511117 51.237269
- L 325.035187 51.108149
- L 326.559256 51.399136
- L 328.083326 51.181869
- L 329.607396 51.365353
- L 331.131465 51.171775
- L 332.655535 51.358987
- L 334.179605 51.097579
- L 335.703674 51.22613
- L 337.227744 51.066132
- L 338.751814 51.399282
- L 341.799953 51.237397
- L 344.848092 51.198147
- L 346.372162 51.444157
- L 347.896232 51.265867
- L 349.420301 51.456972
- L 350.944371 51.407929
- L 352.46844 51.518271
- L 353.99251 51.408314
- L 355.51658 51.45656
- L 357.040649 51.227376
- L 358.564719 51.258978
- L 360.088789 51.611666
- L 361.612858 51.186055
- L 363.136928 51.378223
- L 364.660998 51.090535
- L 366.185067 50.981137
- L 367.709137 51.156212
- L 369.233207 51.056011
- L 370.757276 51.184938
- L 372.281346 50.902846
- L 372.281346 50.902846
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 18.697188 53.610924
- L 45.240938 53.610924
- Q 47.640938 53.610924 47.640938 51.210924
- L 47.640938 43.468424
- Q 47.640938 41.068424 45.240938 41.068424
- L 18.697188 41.068424
- Q 16.297188 41.068424 16.297188 43.468424
- L 16.297188 51.210924
- Q 16.297188 53.610924 18.697188 53.610924
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSCSF -->
- <defs>
- <path d="M 64.40625 67.28125
- L 64.40625 56.890625
- Q 59.421875 61.53125 53.78125 63.8125
- Q 48.140625 66.109375 41.796875 66.109375
- Q 29.296875 66.109375 22.65625 58.46875
- Q 16.015625 50.828125 16.015625 36.375
- Q 16.015625 21.96875 22.65625 14.328125
- Q 29.296875 6.6875 41.796875 6.6875
- Q 48.140625 6.6875 53.78125 8.984375
- Q 59.421875 11.28125 64.40625 15.921875
- L 64.40625 5.609375
- Q 59.234375 2.09375 53.4375 0.328125
- Q 47.65625 -1.421875 41.21875 -1.421875
- Q 24.65625 -1.421875 15.125 8.703125
- Q 5.609375 18.84375 5.609375 36.375
- Q 5.609375 53.953125 15.125 64.078125
- Q 24.65625 74.21875 41.21875 74.21875
- Q 47.75 74.21875 53.53125 72.484375
- Q 59.328125 70.75 64.40625 67.28125
- z
- " id="DejaVuSans-43"/>
- <path d="M 9.8125 72.90625
- L 51.703125 72.90625
- L 51.703125 64.59375
- L 19.671875 64.59375
- L 19.671875 43.109375
- L 48.578125 43.109375
- L 48.578125 34.8125
- L 19.671875 34.8125
- L 19.671875 0
- L 9.8125 0
- z
- " id="DejaVuSans-46"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-43"/>
- <use x="210.791016" xlink:href="#DejaVuSans-53"/>
- <use x="274.267578" xlink:href="#DejaVuSans-46"/>
- </g>
- </g>
- <g id="text_5">
- <g id="patch_7">
- <path d="M 280.129663 50.475299
- L 365.209663 50.475299
- Q 366.409663 50.475299 366.409663 49.275299
- L 366.409663 45.404049
- Q 366.409663 44.204049 365.209663 44.204049
- L 280.129663 44.204049
- Q 278.929663 44.204049 278.929663 45.404049
- L 278.929663 49.275299
- Q 278.929663 50.475299 280.129663 50.475299
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 710.692 $\bullet$ mean: 703.535 $\bullet$ $\sigma$: 2.004 -->
- <defs>
- <path d="M 8.203125 72.90625
- L 55.078125 72.90625
- L 55.078125 68.703125
- L 28.609375 0
- L 18.3125 0
- L 43.21875 64.59375
- L 8.203125 64.59375
- z
- " id="DejaVuSans-37"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(633.236328 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(696.859375 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.646484 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.244141 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.03125 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.443359 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.966797 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.246094 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.103516 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1235.726562 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1299.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1362.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1458.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.068359 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.691406 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(2063.314453 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 705.98 -->
- <defs>
- <path d="M 31.78125 34.625
- Q 24.75 34.625 20.71875 30.859375
- Q 16.703125 27.09375 16.703125 20.515625
- Q 16.703125 13.921875 20.71875 10.15625
- Q 24.75 6.390625 31.78125 6.390625
- Q 38.8125 6.390625 42.859375 10.171875
- Q 46.921875 13.96875 46.921875 20.515625
- Q 46.921875 27.09375 42.890625 30.859375
- Q 38.875 34.625 31.78125 34.625
- z
- M 21.921875 38.8125
- Q 15.578125 40.375 12.03125 44.71875
- Q 8.5 49.078125 8.5 55.328125
- Q 8.5 64.0625 14.71875 69.140625
- Q 20.953125 74.21875 31.78125 74.21875
- Q 42.671875 74.21875 48.875 69.140625
- Q 55.078125 64.0625 55.078125 55.328125
- Q 55.078125 49.078125 51.53125 44.71875
- Q 48 40.375 41.703125 38.8125
- Q 48.828125 37.15625 52.796875 32.3125
- Q 56.78125 27.484375 56.78125 20.515625
- Q 56.78125 9.90625 50.3125 4.234375
- Q 43.84375 -1.421875 31.78125 -1.421875
- Q 19.734375 -1.421875 13.25 4.234375
- Q 6.78125 9.90625 6.78125 20.515625
- Q 6.78125 27.484375 10.78125 32.3125
- Q 14.796875 37.15625 21.921875 38.8125
- z
- M 18.3125 54.390625
- Q 18.3125 48.734375 21.84375 45.5625
- Q 25.390625 42.390625 31.78125 42.390625
- Q 38.140625 42.390625 41.71875 45.5625
- Q 45.3125 48.734375 45.3125 54.390625
- Q 45.3125 60.0625 41.71875 63.234375
- Q 38.140625 66.40625 31.78125 66.40625
- Q 25.390625 66.40625 21.84375 63.234375
- Q 18.3125 60.0625 18.3125 54.390625
- z
- " id="DejaVuSans-38"/>
- </defs>
- <g style="fill:#d3d3d3;" transform="translate(7.2 51.876026)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-37"/>
- <use x="63.623047" xlink:href="#DejaVuSans-30"/>
- <use x="127.246094" xlink:href="#DejaVuSans-35"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-39"/>
- <use x="286.279297" xlink:href="#DejaVuSans-38"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#pd8f62bae70)" d="M 18.697188 78.758141
- L 372.281346 78.758141
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pd8f62bae70)" d="M 18.697188 79.313112
- L 23.269396 79.379446
- L 27.841605 79.20063
- L 29.365675 79.243089
- L 32.413814 79.130725
- L 35.461954 79.100712
- L 41.558232 79.101022
- L 43.082302 79.196193
- L 46.130441 79.05728
- L 49.17858 79.202117
- L 56.798929 79.08106
- L 68.991486 78.940426
- L 78.135904 79.026647
- L 81.184043 78.965809
- L 84.232182 78.948252
- L 85.756252 78.845704
- L 93.3766 79.024188
- L 94.90067 78.925938
- L 96.42474 79.02468
- L 97.948809 78.905045
- L 105.569157 79.030069
- L 110.141366 78.824832
- L 113.189506 78.906478
- L 126.906133 78.86712
- L 137.57462 79.009155
- L 139.09869 78.914657
- L 140.622759 78.952198
- L 142.146829 78.771639
- L 145.194968 78.785977
- L 146.719038 78.904211
- L 148.243108 78.890258
- L 149.767177 79.143705
- L 151.291247 79.085967
- L 154.339386 79.153863
- L 163.483804 78.943259
- L 165.007874 78.847147
- L 168.056013 78.853231
- L 171.104152 78.943377
- L 177.200431 79.174477
- L 178.724501 79.073982
- L 180.24857 79.104529
- L 181.77264 78.922163
- L 183.29671 78.974833
- L 184.820779 78.855508
- L 189.392988 78.847885
- L 190.917058 78.787966
- L 192.441127 78.938865
- L 203.109615 78.967145
- L 206.157754 78.800134
- L 209.205894 78.854963
- L 213.778102 79.052554
- L 216.826242 79.027749
- L 219.874381 78.940939
- L 227.494729 78.858
- L 232.066938 78.927146
- L 250.355774 78.991117
- L 251.879844 78.788982
- L 256.452053 78.891177
- L 262.548331 78.971572
- L 265.596471 78.872883
- L 273.216819 78.834626
- L 277.789028 78.936052
- L 282.361237 78.852429
- L 283.885306 78.979024
- L 285.409376 78.864746
- L 288.457515 78.889787
- L 289.981585 78.771222
- L 303.698212 79.100626
- L 305.222281 78.952166
- L 306.746351 79.02484
- L 308.270421 78.880143
- L 311.31856 78.869344
- L 312.84263 78.751292
- L 328.083326 78.817177
- L 329.607396 78.969284
- L 346.372162 78.779102
- L 355.51658 78.983194
- L 357.040649 78.852515
- L 360.088789 78.919255
- L 366.185067 78.585221
- L 369.233207 78.707368
- L 372.281346 78.88072
- L 372.281346 78.88072
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 18.697188 81.286572
- L 44.787188 81.286572
- Q 47.187188 81.286572 47.187188 78.886572
- L 47.187188 71.144072
- Q 47.187188 68.744072 44.787188 68.744072
- L 18.697188 68.744072
- Q 16.297188 68.744072 16.297188 71.144072
- L 16.297188 78.886572
- Q 16.297188 81.286572 18.697188 81.286572
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSWM -->
- <defs>
- <path d="M 3.328125 72.90625
- L 13.28125 72.90625
- L 28.609375 11.28125
- L 43.890625 72.90625
- L 54.984375 72.90625
- L 70.3125 11.28125
- L 85.59375 72.90625
- L 95.609375 72.90625
- L 77.296875 0
- L 64.890625 0
- L 49.515625 63.28125
- L 33.984375 0
- L 21.578125 0
- z
- " id="DejaVuSans-57"/>
- <path d="M 9.8125 72.90625
- L 24.515625 72.90625
- L 43.109375 23.296875
- L 61.8125 72.90625
- L 76.515625 72.90625
- L 76.515625 0
- L 66.890625 0
- L 66.890625 64.015625
- L 48.09375 14.015625
- L 38.1875 14.015625
- L 19.390625 64.015625
- L 19.390625 0
- L 9.8125 0
- z
- " id="DejaVuSans-4d"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-57"/>
- <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
- </g>
- </g>
- <g id="text_8">
- <g id="patch_10">
- <path d="M 280.129663 78.150947
- L 365.209663 78.150947
- Q 366.409663 78.150947 366.409663 76.950947
- L 366.409663 73.079697
- Q 366.409663 71.879697 365.209663 71.879697
- L 280.129663 71.879697
- Q 278.929663 71.879697 278.929663 73.079697
- L 278.929663 76.950947
- Q 278.929663 78.150947 280.129663 78.150947
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 641.277 $\bullet$ mean: 639.232 $\bullet$ $\sigma$: 0.766 -->
- <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(633.158203 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(696.78125 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.568359 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.166016 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(822.953125 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.365234 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.888672 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.167969 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.546875 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.238281 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.025391 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.648438 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1299.271484 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1362.894531 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.603516 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1458.226562 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1521.849609 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1585.472656 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.259766 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.857422 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.644531 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.023438 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.714844 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.501953 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1904.125 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.802734 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1999.425781 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(2063.048828 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 640.29 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.585954)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-32"/>
- <use x="286.279297" xlink:href="#DejaVuSans-39"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 18.697188 120.573696
- L 372.281346 120.573696
- L 372.281346 95.026944
- L 18.697188 95.026944
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_7">
- <g id="xtick_19"/>
- <g id="xtick_20"/>
- <g id="xtick_21"/>
- <g id="xtick_22"/>
- <g id="xtick_23"/>
- <g id="xtick_24"/>
- </g>
- <g id="matplotlib.axis_8"/>
- <g id="line2d_7">
- <path clip-path="url(#p1f85ad70ed)" d="M 18.697188 101.981844
- L 372.281346 101.981844
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#p1f85ad70ed)" d="M 20.221257 111.57195
- L 21.745327 110.947777
- L 23.269396 109.238244
- L 24.793466 109.520208
- L 26.317536 111.972937
- L 27.841605 111.745625
- L 29.365675 109.99783
- L 30.889745 111.803458
- L 32.413814 108.537875
- L 33.937884 110.279246
- L 35.461954 111.701009
- L 36.986023 111.886517
- L 38.510093 112.289732
- L 40.034163 109.558652
- L 41.558232 108.376905
- L 43.082302 109.314366
- L 44.606372 108.482162
- L 46.130441 108.877199
- L 47.654511 108.636233
- L 49.17858 109.657084
- L 52.22672 111.44935
- L 53.750789 112.332851
- L 55.274859 112.450994
- L 56.798929 107.819654
- L 58.322998 104.502013
- L 59.847068 104.339763
- L 61.371138 103.379701
- L 62.895207 102.724022
- L 64.419277 101.823691
- L 65.943347 105.373244
- L 67.467416 101.342017
- L 68.991486 103.603358
- L 70.515556 104.107085
- L 72.039625 104.001389
- L 73.563695 103.621324
- L 75.087764 104.038336
- L 76.611834 102.494046
- L 78.135904 105.17854
- L 79.659973 101.554066
- L 81.184043 102.995214
- L 82.708113 103.964077
- L 84.232182 101.989845
- L 85.756252 104.715302
- L 87.280322 105.232099
- L 88.804391 103.909277
- L 90.328461 104.564368
- L 91.852531 104.724829
- L 93.3766 105.052031
- L 96.42474 105.857765
- L 97.948809 101.933039
- L 99.472879 107.530208
- L 100.996949 108.351349
- L 102.521018 110.176801
- L 104.045088 105.192302
- L 105.569157 112.090971
- L 107.093227 110.134741
- L 110.141366 107.781649
- L 111.665436 108.289681
- L 113.189506 107.914725
- L 114.713575 107.183912
- L 116.237645 102.816648
- L 117.761715 105.243454
- L 119.285784 101.972066
- L 120.809854 103.698725
- L 122.333924 106.191978
- L 123.857993 103.856993
- L 125.382063 106.356491
- L 126.906133 106.983288
- L 128.430202 104.652067
- L 129.954272 104.117126
- L 131.478341 109.014692
- L 133.002411 111.919704
- L 134.526481 112.204079
- L 136.05055 110.686038
- L 137.57462 108.473183
- L 139.09869 103.388902
- L 140.622759 102.874077
- L 142.146829 103.090726
- L 143.670899 104.599566
- L 145.194968 102.72968
- L 146.719038 102.946329
- L 148.243108 105.990406
- L 149.767177 106.881209
- L 151.291247 113.038655
- L 152.815317 114.150743
- L 155.863456 114.762904
- L 157.387525 114.060783
- L 158.911595 113.225001
- L 160.435665 113.73216
- L 161.959734 107.037253
- L 163.483804 104.584489
- L 165.007874 102.585467
- L 166.531943 101.531138
- L 168.056013 101.144353
- L 169.580083 106.567225
- L 171.104152 109.177747
- L 174.152292 113.476591
- L 175.676361 113.081591
- L 177.200431 110.380816
- L 178.724501 101.619015
- L 180.24857 106.137396
- L 181.77264 105.70439
- L 183.29671 108.663139
- L 184.820779 105.634252
- L 186.344849 105.56872
- L 187.868918 103.500913
- L 189.392988 102.357388
- L 190.917058 102.408724
- L 192.441127 106.711948
- L 193.965197 109.994579
- L 195.489267 109.841386
- L 197.013336 112.627228
- L 198.537406 109.224186
- L 200.061476 107.84773
- L 201.585545 102.456734
- L 203.109615 102.80427
- L 204.633685 107.383909
- L 206.157754 107.841781
- L 207.681824 110.028971
- L 209.205894 107.084314
- L 210.729963 107.199389
- L 212.254033 108.291544
- L 213.778102 108.587822
- L 215.302172 106.925895
- L 216.826242 107.40786
- L 218.350311 104.715084
- L 219.874381 104.757981
- L 221.398451 105.124575
- L 222.92252 103.616467
- L 224.44659 105.049694
- L 225.97066 103.383971
- L 227.494729 105.889894
- L 229.018799 103.587115
- L 230.542869 103.784631
- L 232.066938 103.226431
- L 233.591008 104.842172
- L 235.115078 102.526867
- L 238.163217 103.388719
- L 239.687287 102.92227
- L 241.211356 103.957322
- L 242.735426 102.908725
- L 244.259495 105.164739
- L 245.783565 102.033072
- L 247.307635 103.969443
- L 248.831704 103.899236
- L 251.879844 100.645191
- L 253.403913 105.783723
- L 254.927983 107.020858
- L 256.452053 107.39143
- L 257.976122 108.513233
- L 259.500192 107.764236
- L 261.024262 106.224033
- L 262.548331 102.324459
- L 264.072401 103.624096
- L 265.596471 103.600729
- L 267.12054 105.406905
- L 268.64461 104.64805
- L 270.168679 106.321551
- L 271.692749 104.016905
- L 273.216819 104.951628
- L 274.740888 101.681484
- L 276.264958 104.926328
- L 277.789028 104.45422
- L 279.313097 105.939584
- L 280.837167 104.265208
- L 282.361237 104.931146
- L 283.885306 104.30431
- L 285.409376 104.960829
- L 286.933446 103.609821
- L 288.457515 103.707521
- L 289.981585 102.05768
- L 291.505655 104.677224
- L 293.029724 105.243781
- L 294.553794 105.374376
- L 296.077863 105.226367
- L 297.601933 109.944414
- L 299.126003 107.945579
- L 300.650072 112.185717
- L 302.174142 113.475642
- L 303.698212 114.34399
- L 305.222281 112.178487
- L 306.746351 112.650887
- L 308.270421 109.808487
- L 309.79449 108.816079
- L 311.31856 104.725743
- L 314.366699 100.206853
- L 315.890769 99.992359
- L 317.414839 102.510037
- L 318.938908 104.051702
- L 320.462978 102.879917
- L 321.987048 102.807338
- L 323.511117 103.201753
- L 325.035187 104.044473
- L 326.559256 103.715151
- L 328.083326 105.805411
- L 329.607396 107.485993
- L 331.131465 106.349697
- L 332.655535 108.493665
- L 334.179605 106.639661
- L 335.703674 107.592929
- L 337.227744 105.108402
- L 338.751814 106.191064
- L 340.275883 105.58679
- L 343.324023 103.772693
- L 344.848092 104.046113
- L 347.896232 109.895312
- L 349.420301 111.389802
- L 350.944371 109.314731
- L 352.46844 113.031648
- L 353.99251 113.801456
- L 355.51658 113.070823
- L 357.040649 110.241128
- L 358.564719 109.663799
- L 360.088789 110.953544
- L 361.612858 106.725858
- L 363.136928 108.092565
- L 364.660998 106.815712
- L 366.185067 104.843234
- L 367.709137 107.882196
- L 369.233207 109.578808
- L 370.757276 108.838206
- L 372.281346 107.388366
- L 372.281346 107.388366
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 1.360 $\bullet$ mean: 1.178 $\bullet$ $\sigma$: 0.095 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.31 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 102.809657)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#p7659f61243)" d="M 18.697188 128.990348
- L 372.281346 128.990348
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#p7659f61243)" d="M 20.221257 136.723726
- L 21.745327 134.505034
- L 23.269396 128.798805
- L 24.793466 128.457712
- L 26.317536 137.161893
- L 27.841605 144.524756
- L 30.889745 133.221539
- L 32.413814 132.849205
- L 33.937884 128.280123
- L 35.461954 128.432464
- L 36.986023 131.573684
- L 38.510093 135.403338
- L 40.034163 134.796203
- L 41.558232 138.139856
- L 43.082302 135.576519
- L 44.606372 139.660246
- L 46.130441 132.978984
- L 47.654511 139.80598
- L 49.17858 136.51283
- L 50.70265 136.388025
- L 52.22672 137.800882
- L 53.750789 137.768477
- L 55.274859 138.183113
- L 56.798929 134.851404
- L 58.322998 133.108743
- L 59.847068 131.671211
- L 61.371138 135.482824
- L 62.895207 135.551185
- L 64.419277 129.789335
- L 65.943347 133.368597
- L 67.467416 133.40573
- L 68.991486 133.5706
- L 70.515556 125.000399
- L 72.039625 128.063381
- L 73.563695 130.39191
- L 75.087764 130.936705
- L 76.611834 133.427023
- L 78.135904 135.305031
- L 79.659973 138.281874
- L 81.184043 140.37494
- L 82.708113 144.427187
- L 84.232182 140.212925
- L 85.756252 140.83496
- L 87.280322 139.97637
- L 88.804391 141.996783
- L 90.328461 141.569938
- L 91.852531 142.084876
- L 93.3766 138.998389
- L 94.90067 141.001374
- L 96.42474 137.139877
- L 97.948809 136.263055
- L 99.472879 138.586227
- L 100.996949 140.23183
- L 102.521018 136.450694
- L 104.045088 138.147423
- L 105.569157 140.757681
- L 107.093227 138.564891
- L 108.617297 139.272219
- L 110.141366 139.84863
- L 111.665436 134.168117
- L 113.189506 132.931428
- L 114.713575 133.87653
- L 116.237645 132.621167
- L 117.761715 135.465912
- L 119.285784 135.348338
- L 120.809854 135.104058
- L 122.333924 140.537989
- L 123.857993 139.323726
- L 125.382063 137.889468
- L 126.906133 144.16756
- L 128.430202 142.990934
- L 129.954272 144.159872
- L 131.478341 144.15126
- L 133.002411 139.271961
- L 134.526481 134.902492
- L 136.05055 137.184321
- L 137.57462 135.368528
- L 139.09869 134.013243
- L 140.622759 133.849715
- L 142.146829 133.536176
- L 143.670899 136.582045
- L 146.719038 129.765088
- L 148.243108 129.896742
- L 149.767177 134.426092
- L 151.291247 143.002803
- L 152.815317 140.868449
- L 154.339386 145.698961
- L 155.863456 141.480242
- L 157.387525 137.634166
- L 158.911595 135.31
- L 160.435665 134.799198
- L 161.959734 137.064094
- L 163.483804 140.213307
- L 165.007874 140.757977
- L 166.531943 143.52211
- L 168.056013 140.183444
- L 169.580083 138.700066
- L 171.104152 139.625991
- L 172.628222 137.602707
- L 174.152292 133.482945
- L 175.676361 134.628781
- L 177.200431 130.967635
- L 178.724501 126.040325
- L 180.24857 132.555963
- L 181.77264 131.001633
- L 183.29671 130.756787
- L 184.820779 129.398318
- L 186.344849 131.836417
- L 187.868918 134.491713
- L 189.392988 134.298068
- L 190.917058 141.182686
- L 192.441127 141.203767
- L 193.965197 143.654703
- L 195.489267 141.745609
- L 197.013336 136.304124
- L 198.537406 132.066864
- L 200.061476 129.370257
- L 201.585545 129.453024
- L 203.109615 132.224192
- L 204.633685 140.979408
- L 206.157754 142.886294
- L 207.681824 139.787066
- L 209.205894 135.660735
- L 210.729963 130.747516
- L 212.254033 128.259587
- L 213.778102 132.26833
- L 215.302172 137.881493
- L 216.826242 142.51666
- L 218.350311 142.465845
- L 219.874381 138.629764
- L 221.398451 131.194125
- L 222.92252 129.506388
- L 224.44659 128.084351
- L 225.97066 131.326207
- L 227.494729 136.10633
- L 229.018799 144.76207
- L 232.066938 138.467013
- L 233.591008 140.501247
- L 235.115078 138.627784
- L 236.639147 142.544246
- L 238.163217 143.989802
- L 239.687287 134.132515
- L 241.211356 132.246523
- L 242.735426 131.912786
- L 244.259495 130.473471
- L 245.783565 136.148807
- L 247.307635 136.075072
- L 248.831704 135.03836
- L 250.355774 135.620768
- L 251.879844 140.980122
- L 253.403913 142.719865
- L 254.927983 142.581139
- L 256.452053 139.071854
- L 257.976122 137.471665
- L 259.500192 139.531654
- L 261.024262 134.517433
- L 262.548331 128.927285
- L 264.072401 129.617063
- L 267.12054 135.299412
- L 268.64461 132.947212
- L 270.168679 136.387847
- L 271.692749 134.799048
- L 273.216819 130.803766
- L 274.740888 133.843021
- L 276.264958 143.32903
- L 279.313097 141.763279
- L 280.837167 139.828646
- L 282.361237 138.584459
- L 283.885306 139.706888
- L 285.409376 133.145019
- L 286.933446 133.039422
- L 288.457515 139.457733
- L 289.981585 135.61803
- L 291.505655 143.066446
- L 293.029724 139.993115
- L 294.553794 141.749131
- L 296.077863 135.437891
- L 297.601933 133.358714
- L 299.126003 134.611362
- L 300.650072 139.324505
- L 302.174142 144.982577
- L 303.698212 142.17488
- L 305.222281 142.570329
- L 306.746351 145.106086
- L 308.270421 142.462572
- L 309.79449 135.547677
- L 311.31856 137.174317
- L 312.84263 134.653736
- L 314.366699 135.943505
- L 315.890769 132.187253
- L 317.414839 131.461148
- L 318.938908 135.167922
- L 320.462978 137.492029
- L 321.987048 139.403765
- L 323.511117 140.898145
- L 325.035187 143.377622
- L 326.559256 143.691107
- L 328.083326 136.996127
- L 329.607396 136.263396
- L 331.131465 138.132412
- L 332.655535 141.14754
- L 334.179605 138.873775
- L 335.703674 135.896932
- L 337.227744 139.483059
- L 338.751814 138.209171
- L 340.275883 134.187832
- L 341.799953 128.969461
- L 344.848092 130.671657
- L 346.372162 133.930709
- L 347.896232 143.061479
- L 350.944371 140.45537
- L 352.46844 141.036884
- L 353.99251 139.814167
- L 355.51658 135.693792
- L 357.040649 130.44492
- L 358.564719 134.95398
- L 360.088789 141.808807
- L 361.612858 142.678376
- L 363.136928 132.818652
- L 364.660998 129.31471
- L 366.185067 125.127391
- L 367.709137 129.007437
- L 369.233207 130.801006
- L 370.757276 135.199632
- L 372.281346 142.328322
- L 372.281346 142.328322
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 18.697188 136.637868
- L 29.458438 136.637868
- Q 31.858438 136.637868 31.858438 134.237868
- L 31.858438 126.495368
- Q 31.858438 124.095368 29.458438 124.095368
- L 18.697188 124.095368
- Q 16.297188 124.095368 16.297188 126.495368
- L 16.297188 134.237868
- Q 16.297188 136.637868 18.697188 136.637868
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-46"/>
- <use x="57.519531" xlink:href="#DejaVuSans-44"/>
- </g>
- </g>
- <g id="text_14">
- <g id="patch_16">
- <path d="M 290.289663 133.502243
- L 365.209663 133.502243
- Q 366.409663 133.502243 366.409663 132.302243
- L 366.409663 128.430993
- Q 366.409663 127.230993 365.209663 127.230993
- L 290.289663 127.230993
- Q 289.089663 127.230993 289.089663 128.430993
- L 289.089663 132.302243
- Q 289.089663 133.502243 290.289663 133.502243
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.249 $\bullet$ mean: 0.124 $\bullet$ $\sigma$: 0.050 -->
- <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(663.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.722656 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.134766 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.658203 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(915.9375 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.316406 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.007812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.794922 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.21 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 129.818161)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-32"/>
- <use x="159.033203" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.161346 278.112
- L 18.697188 278.112
- L 18.697188 150.37824
- L 15.161346 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p57898c49f8)">
- <image height="950" id="imagee64a224279" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2YYW/UJBc89XXnmIf20kSAAAAAADYWL69kGGgpvBCxv9o5sI4AQBc4gCN+A2EDRCPPQAAAABJRU5ErkJggg=="/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 18.697188 278.112
- L 372.281346 278.112
- L 372.281346 150.37824
- L 18.697188 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#pd58af2fdb7)">
- <image height="128.16" id="imageec54d56182" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAewAAACyCAYAAACA2fxTAAAABHNCSVQICAgIfAhkiAAAIABJREFUeJx03XnA9ms1PfB116soSaJCZA4NQlGJCskpxUGhVCJDpDQjaSQNOM2iEkWaTEdHaVAqKTOFShkaRNGIIu7fP7/Ps9ez3+P95znnee77O+xr77XWXtf1vb6H5z//+cck+YM/+IMkyed+7ucmSZ75zGcmSZ71rGfFv3e84x3pz7785S9PkvzET/xEkuR//ud/kiRPfOITkyT/9E//lCQ5HA6nfibJ53zO5yRJ/viP/zhJ8rrXvS5J8pmf+ZlJkk/6pE9KkvzVX/1VkuRiF7vYqd//zd/8zcmx/u3f/i1J8mu/9mtJkute97qnvnPjG984SfKnf/qnSZIf+7EfS5L8/d//fZLkQQ960Mmxvvu7vztJ8vCHPzxJ8i3f8i1Jkle84hWnzvvpn/7pSZKP+7iPS5L853/+Z5Lk4he/+Mmx/O0Sl7hEkuSyl73sqd//5E/+ZJLkUz/1U5Mk3/RN33QqFi94wQtOjvW+970vSfLnf/7np67jjne8Y5LkCU94QpLkgx/8YJLkf//3f08d601vetPJsb74i784yYzXV3/1V5+Kw6Mf/ehTcbvZzW6WJHnve9+bJHna0552cqwb3vCGSWacrn3ta5/67Ed8xEckSS55yUsmSd7whjckSa52taslSf71X//15Fi3uMUtTl2zsXjoQx+aJHn84x+fJPnxH//xJMlXfdVXnfq97yXJ61//+lP36vpe9apXJUkud7nLJZlc/dmf/dkkyfd8z/ckSf7sz/7s5FjG78u//MuTJL/yK7+SJHn/+9+fZMbknHPOSZI873nPS5J8xVd8RZLkQx/60MmxHvzgBydJ/vIv/zJJ8pKXvCTJ1MGXfumXJpnc/MAHPpAk+cM//MMkyT/8wz+cHEvsxO0jP/IjkyT//d//nSS50pWulGTG9VrXulaSqUsxSKa25cKVr3zlJMlf//VfJ5n8v9/97pdk6vB2t7vdyTFghXv5vd/7vVNx8v/G7WM+5mNO/f+jHvWok2OJ+b3vfe9T93juuecmSS5ykYskST77sz87SfKkJz0pydS8vyfJy172siQzDp/3eZ936t6ufvWrJ0ne8573JEne9a53JUl++7d/O0nyzd/8zSfHUm9iL99/9Ed/9NS9fNRHfVSS5LGPfWySyQXnTGbsxVBs5ffHfuzHJkluf/vbJxkMuNvd7pYk+fAP//CTY7nme9zjHkkGm9Wh+vvFX/zFJMkXfuEXJklucpObJDld0zDEvaiZL/iCL0iSPOc5z0mS/Pqv/3qSwa8nP/nJSZLLXOYyJ8dyDJgLm8XtIQ95SJKp1//4j/9Iknznd35nkuTLvuzLTo51/etfP0nyu7/7u0mSX/7lX04yNb5r97nPfe6p6/3ET/zEk2OpZffmb+7993//95NMPv3Wb/1WkuTrvu7rsv/d4AY3SJI85SlPSZJ80Rd9UZIZH3mNU+XC13zN1yRJfviHf/jkWN/xHd+RZLDXPzhwuN3tbndMkl/4hV9IMsX9Dd/wDUmS3/iN3zj50j/+4z8mmQG6/OUvn2TA58M+7MOSTIHe6la3SpL80R/9UZLkpS996cmxHB8YS1rBvf/9758k+du//dskyRWucIVT5zKwfV07kRD4jW50oyQTyEc84hFJkq//+q9PMoFOppgd89///d+TJP/yL/+SJHnLW96SJLn0pS+dJPnnf/7nJJN4n/Ipn3JyrGc84xlJko//+I9PkrzwhS9MMgX3xje+MckkDZIFZIqpj0VQ/dIv/VKS5Lu+67uSjGj5gR/4gSQDbDe/+c2TJLe97W1PjvUjP/IjSSbGD3jAA07d213ucpckA+yA+CpXucqp606Sa1zjGklGgL3oRS9KkvzXf/1XkiFTQCKJjSsCT0bION9Tn/rUJMlP//RPJ0m+9Vu/NUlyxSteMUny9Kc/PckU0U/91E+dHMu9GbfP//zPT5J85Vd+ZZLknve8Z5IBdkXz7Gc/O8mIqWSKloCQE8SZvEemwA8hItBkcg1wnnfeeUmG9AkrNSMnbn3rWyeZuCYjlOW1fJcTRNxNb3rTU59HDOo0GTK/3vWul2TG7ZrXvGaSGT+gKa5N2MD4B3/wB5NMnvzqr/5qkhG/wPk2t7nNqXN1TX/GZ3xGkuQxj3lMkuRnfuZnkkwOINFXvvKVSZKv/dqvTTKiBfAmI0zVxCd8wickGVGA0AG+eCEeZJxMTagZuacOxFbczpw5k2RAWq4kM8bXuc51kkzsiY+73vWuSYaw3eu3f/u3JzndtHzJl3xJkhGLyBXQy3Pk8fM///NJRnATREnyvd/7vUkGm5EHcUSw+n/iG340Boqp2tQMIDn4Kf+IOhjVOSEXND7iYSzEQG1f9apXTTL5140ZQn7zm9+cZMb8kz/5k5MM3rred77znUmm6dT8dTw0XHgOp4r5pS51qSQTT+IYFyaTEzDOdcCSM6997WuTDIlRJ9QAJZJMMbhAxKO4gI2fiEhX8f3f//0nxzIwBhcoAnTFjCR0m5u4kgFjRfrWt7711HVd9KIXTTKKBui8+tWvTjIkkwy5Ho/HJEMoP/RDP5Qk+bmf+7kkQ4BU8AUXXJDkdGcGzCQWgHTtFKD4SGqE2QnmeigwyWncJP6f/MmfJBlBISF/8zd/8+RYn/VZn5VkSMNngcrf/d3fJZkivu9975tkBISxSQYMdVwISDegMN/2trclGZDx97vf/e4nx0IowE+RPPKRjzwVH9cn0QkcXXQyYEy8GVfFq+CADKJW7Pe5z31OjoVM3/72t5+6LiAD8MUCSMtl3UQyueCziFAdEMOAQi7f+c53TjLE3deIAOWVWiJI1a2cdc+ALhlxrUvSQcprwkHuOAe3LUl+53d+J8kQNSJCruLi767L57gdyWDLt33btyWZXNWxiq1u1Bi5x3e/+90nx9LJipN8R4xIVv6oGfFsh0T9A1v1psOVdzpx4sk9c5yS6YJhnFyAW8ZC3Z1//vlJptbEOxnHT078xV/8RZJpquCDODoncdxOKldDrRIOBJl4ODYcU2tyJBnCVqMPe9jDkiQvfvGLk0x+EQmcSs2XBi0ZYSdf1Iwx4WroyuUs7Ox4fd/3fV+ScdYIA/iFMHXW7g23dVdMqMMl7qzvGGf3xs1S080ZhB53DPbKmzO6BMmgI9NZUx7JdEUACnlQ/ZQ1K+k1r3lNkikMyZKMemVnUHzUiGMABgOvgHXAyShTiYQY2YrAkR0l4XWp7SIobgUpoSQvIHHPumaiQQEnU/AAUpL6afAlp9grVKSWjHoDUESGzoLqBPDUryRqu5i9yWY1BjpBgIFogCAB0ZaXcSIcOBTIl00MrHVKkrdjv6dYADogVSSuH0gaoz4WYkOq4qWYCVU5A8wVG7stGdFKEBoDXbw8++iP/ugkI0J2LicTS67Bve51rySj3FmHjiV+unYKvK9ZHSItOblFErBEWEglGTeD+gcc8lmeEevi1xYhAHdc4AdIgaMuxvVxLtRlktzhDndIMkQEH9jWQFu+AT/X2eQvLxCPHHQvj3vc45JMzAkZRGRKKJk8dq2aEPdC8KlxwH/LW94yyXS0yTggumCuBYxzjD21AhfkYTKdP9eJYCHExFzemXokZBFmf4e4hSVEEvGBMAlZxMOBSqY5goHiZRxhjHgSCzpsGJ2MyMAFd7rTnZLMeOEf7gKhA/9NCyQzthousccr7pWIMhZIH2Z2HOCTseYoqXFiimNjLNp10ZgSegSLJu6MIDzwgQ9MMl2nous5F6QkYIqFHQvQiQCKTBF1h23OwPwRgHATEgnhADQKFtkkoyYpZeQGKPyT+ECb1WTwkuTTPu3TkkxwfQYgOAcQZrcrkA4+daTAKEFdFjBSTNScJDcXmMycoqRkkRAWzm9gWWNA4Ru/8RtPjoWUAIN7JUIAmnGUzAqzLS9K1XUBUvajnFA0LE0g5d6TycGtlAkY3ae/ywlipN0gZKmTds8EmWMhdm6Q7oozkAxQGD9E5BjiBXTkEABzX8m4BwBATTi/IgegcgepAJBkAMgx1JtuCegBejkM0ABLMuKHdYpoCEHXQYQCbZ1bMkJODIkL0wtEE8AC1kQBUE+GADlJOjSYg0T8nt2oDkyhJUNmpg44Nq7DeY0vwSqX+597QHjsYBhElDiX5sHPdoFYp8QrAW/cuGIEINdTnAmOZOZ8/U2TpLlSh3IT4bCGib9kclTO+anGxZ7ljNy4kD23zgVTm87D7VTbz3/+85MMkctDzVgyzZLcRO6OhbuITvFD3C0uYZjaNG4wG6fhQaKNLU/8JiMmYS/Shz1wkwgVA1wih5IhbK4ArCHKzyg4SaxT0t30pD/QRSxOKAkMDnB0oW6I8k8GZAGBAmOnSGwqUoB1YW3LAj82okIjNpAosGNhIE4Jmkzw9hw2ojEIAN3AKnLJ3PFC7joxicN2lGCAH9nouPsedXWOKaH9XsyBsvtQTMkkso7adQBaAE+tA0O2TN+jfKHGiR8KEYkBEqCoQ/MzGaJxraYKEKNxA/SEGXCUh8nMv1HQfgIqXTrAlyN+Uu/JFBjCY3WpEcfUzbPi5J91BcmMLZAmxIg3HTUylpvmw3pOj/pWO7o/HSvrjQjQpYuf/EwGIIAwkBMnJKLmEaPpgWTqn0CXX6akHGsDPPFGpCeTo4SEmiEgiFnC1PWrJbWdjKiQR/IbyYk1DDQ94h6RXzIC2VgTPYQx8jCuMMnn1GfHwbWzQY2bGjbtIK7WYcCcZMZFBy9HHVOnaooPnnJFGgORKKFOIBPhhD2yFwv45lr6fK6HY2t83ZPrtEiNK6LJSqZmiFkkSnhZsOmejDN8a4fX+TkxXD1xciyxds9yVo4kI9as45FHMJHQcQzTOnK4m0/8h6idT+0cLrjggmPfFNuPGgCwyQwq4jWgQFeRAzJFA+ANWp/HPC91ggAAKcKmtBVZ2y6Cty0/g0HduWlWvdWG1FUyIEvpIQG2ta5TV0DlsaK7S2DVWuRCMBA84gZwdQ8IsovIlIViknCI0b3rzokWyp76TM6eP9UtGU/XY0z8U6DimAygAmvdjG6P8PL/Oid51e4GFUlBAyz3YCwAmMLUpbdVrwAVNeHAEZEbOm7iYANIMqIIQHJ9uBzWVezV2sRodxyKEwkgC8d2fg6UtR7GEwgkkwt+B1zUAwIndMwBqm3WZzLAgBD3GgifdSydZs/PAyZdiJXI8p01757dI3By7mSEs7+5N/igdgkY4sCCrO5kxZyjJN8BJlJAnL6r29KAJCMu/E4eyWtdMIzhSHCx5Fsy9QdLiGtCgciEHwiL69ernnXS6lytihfMJgbgp2ZK45FMHmuOiA3TkxoLTYK/c1J6fREM5M4iUe6YcXNv4gST+6kI8VITiNFUrZwgbjljxJ7fJzN9JMYwRd3DNZispuV9uy/uzXlwlhqCZ/LNmg4E39MRhJ680gzA+8O9733vY1+o5JG0vUgCgUgOnQ0wpDR0C1QKuwPQJaPG2IZIxHclDQJQTBQuMEpmYBCdxFLsFD4RoKgFpVe6SiD2lIGijlg1+3oNfNuMgFFC+UkUIFddnXMBKwXTx3cPxgkYmVtxLBa4MQOmfe2SkXImsLgfRJKxMt4tJKx6VnDip5txL4BOLpjakNTJELOOFOEhYkWFABWdrrA7f9039S0ugEJ3ClxcBxLuqSDjwrYGdrpOYAdAdVX+v+edxZrwI45MDSlqgAvAWJo6uGTm2cUFkOsS2LacEiJGDHq1P2AQU+MHlPd0hNqWQ8kILKTBjQK6rhMxsfLlNjJJRswS27pvcTPmchHxqGVjlYzYhVueRtDpcFCMARHpXuFJMgQkJ4kQGKQuCRzjrQPvxXCOr6b9TR6rGZ+DQcaR+Ox4aZrEyfmJNc4g4iHIGrfM5fuOrg8xaUrgvfpwnS3o/U6ea9RgCjGs3vAB4nItyRCieyX81AzMw1ligDv6MVk4JI8dk3AmCtoV7n/wJRnRCB/lu/HR1KnPPQXadYgjNDgcLC7R4dxzzz0mA2CsZqDT886SVPFgfYOvSHQ1Lhip9IUhPhaIwWfpuEnzFsAJqXRXrFgoKAofYbNhgDHLxn30giwJDIjM0SpqZGfAXb9i62RFVopEoitIySnh2XtIpK0S5OmejI/xcmwDTqRwBqj0ZGLI4gU6zssJ2UBqLqtjj2TZ94jPvW0bG4FS2u4jGZdHp69YrG8wPWO1OJHpXgFcMkWq87di2r0qMmoYCTtmz81uhS4O7pHV7Drkmb/L5f4dgAAiwEWBqgOdLxLuFcvGnmA2bQNYjR9A404h/37cjJUMWLkZSFgdul6Cuq1nuUDEqglApWaIJ+OJiHpFsPOZp9XBEkeA3u+dy/X0ozLG0jUjZp2Ne+WUWDiGxKzZSQZsdcqEgzjJO1ippjUa/bQGEQRzYAzCQWrGzbgSit0AGXvnMfWixuGSGuHOIKyuHXkBN3XpPkPwEM7GgOgjQJJ5Dhzp4waESFDAW9cpvk3YpgVNOcFmboe8MwXE7eBmmW5KhuyJR3lPYKgZAnkvJIXZyeCCJhd+EcYaM8dg98ORXkBN8PXTF8mM7+GOd7zjsS9Uknimk03ZAaFqFYWg6wjZiwaOZdcPgyssSsJPc4/mG/xekuiKeyCBiJvyE7nqGnTgVCjwbML2Gat1EQq7jg27E5GKN3+YzKISZGFgCBvdKXsF4ItrJwXSUtxsTwOMNIgBdos5pD6W4/ssN4GIktg6XSRnjrntdeNg3NwLUEZMiBrxsM9cZzLWpJXUxkXi624QqLFiX/WiMwLHuABjzozO1TEpawK17UYgw0Uw/0fgyD9Cgh3q3p07ma53dx5ATw2Z6/R5gqgfAXHt+xlbpMB1Mc7GhGBl+SaTE8ZWJyR+CAjQq/leBGddBRLzWcAK8JEYQtRNIaKOmfwGbqaqfBc+ITP44PN9b/ZKIHTULkK32hhhOUc//gZL5CCrnshV04SVaQG1Awv6Ggku9e9YyF+sCRw1xmpNxgUg2C3e3YvwCB64Jq863x2XM0Tcyif1KTdcF6LUJPR3TNmJH7LHKVwDzQGHoqdkxVoTIJaagT0t4Rh7yiOZcdFU4irjRjiLG3Elnv0YnFXgmimijoDRLOFWWMhF65XwPqtGNLKecDicc845x2RIGKk4SKtLxUPxIUQXQiELIGJ0clZ0MqRgwBAQcPaYiQGnYHUi7fsbVF04MjCnIYl1U5QsFeX6k+m6DRDgknCKCWgDXvO9FG1y+rGZZJQ8VbufEweWztGLSnRtyBU5UWI6Mm4HwPezbWwWKUuQOHEs4kARUdh7EWEyYOOYhIH5QupTp7R3sutOVudDEYuTIqFQjYV7RhQ6o2S6KWRGcMlnoAIgdBN7T4FkRA/AcJ3AGRD4O4AjMvu6uCYIEJgAXOMMNHUcSK138OJIOC/Rplbcs/zXWRPDxjcZK9kcuphbfKf24QLB3UKQIGA9Ex++a+7TvXBjCJ6efiPk9uNmOiNgbR6T06WWemMLAh5ZETry2HUQqPCB8Oh5Z7GFfXIS9rCROSNwQa62lQoP4I88JjaJYR0aUSL/u3ZcT3fdyWCKe4bBjrnnofvadetIBHnJn737HowxJsk4f+6NSFEzcoMIISYJsX6KxLEIYfkGJwh8Ha7xI8x6fZGGSwMmB90DwaOb9/8Ec0+T7I271COBCD8di9BRy13TYo3D1B+8ONz5znc+JpPMiFDb3vaGxHYBlKrEExiWtG6GlQGsk1E43d0mQ1Y6IASNuB2DDd6fAXIS3WAIJKHBukC2vUEJgFQ01C3l7roViDl2YGTxWTIExxpXPHtea5OE6+wFPeZnJJYu3Tl09ro+CxuAkgJNpuD2ynfJIj7Ei+siBjpZXY98YSkTSwDW76lOhSipk+mY3RPw1eETgEQUEHB9vYWknGCrI8a9uxRSETek0c9hExCcIt2BYxGC5j51LUCwrV6kAHyJJPkGsICL+HKtetUsIhZL4kgHpO6Mo/pVQ/2sMtUvfwlC+a6Lcu8EVy8KQvbqT/cC6JGv6QeAL7fZpMkAlS7EZ3TpYo/s/NSZ96JBuGSKwPUZV5Y8PHAfiLsf1dRQyGNdHfKUb+YnuS7yq9dGEFwcEWTgO8aaWCF64WrvXrhdKGtE1JAc5RapYcToepOZwiGaCND9qCa3jwvqenstCeHHZdnbCGvYiDixUEO9uEsHq94dmwiC83LVPcLozgnrY+SRle6aGAJLHWrgEGdjICcJbnPYxE9OqEfjLvb9yC28xBWaSu7e4fj/pY4CRMJupLs8yhkAuRmLqxSCAJmXUBi9e5SBUPBI32fNHShuRaeLEMBkFA3ARroAHRhJXkAHDKitZDoc8237kQqWCUtE0rQ16J9rpgj33LAE0glR8s7d87uuy3l9x/mBMuBQsOLUi7uQmXlCc4yKnup2T8SRhWvtHBAOjgWUda7Gcz+v7f8BXjJdk/lJyere2EJykhrW5fScv85PxyG/dcvbDkUWVHBb9UjcGOzHqLgtBJiidm/9vCwHBnADUg6T4ifAgA9h0c9/Imj5AkRMZ3GeELNpC8KrF8PJI39DGuJgTMRYTvcKeAIZaXBdgJ970BEZC8/C+34yNene5I1mQXzEUz24rnYPYA0QFGP5rttDgK6L69JbgPoOa5dYAsbGmmVOHBPtveGGa4enxprwc8+aKBiktrvDJgQ9NSI3kQdH0/gaA3XQTx/s3R3lhvwybSQuclj+93oZwgsR4QaktZ8AUcvup6dkYb+pRuf3Xba+c8hV19cbGMEr5M81I0IcE4cREOzvXiBpKkDO7fdRyH+CTEfOee4tgh2fQ0mow68zBtg8IDCn7HsfXa27DpqqBZxuDlAIqATrld0KUnApPAkkSQQD2VFiPeeiQ5QwkoP9YnBYJUCZ2uu5PNeBPAVf9y6xARgwZBGy5pJRhICVPQbIxENHK37GoudvWDKAAWm4dt2A8ULChI9rSUYEIUIE2ISXDIBJLOoccSajrgkDxcqZQdhAWdEQVS3ixJZidk+Ij1DQ9Zmr0gGIW3L2s6QIci/C2ZudiE1bcSw+4yYuhM3eC9rfxaBjD/TkE7IgMJAtojI9wX5npyUTSyCMEIGhbkFHDfh1/v3yD06HmLITjQ8xJYcBXQsusSNq5SBnhO2O5HW2crotcbFl4QI/zYHmAR6ocZ1I27LyCg4hT1MW6k73jjTkSAsb+CjmBI2xQND+n2Oi+2oM1DjAQDUttq7TvctV3WEv+DO3T6CqQ2OMiJzDWPk9fElGFBJt+0kU10F0myZwvcYoGdHtO8ZajfcGN8k0AMRVuy5yUm2KCzHiu5xDf9+7UiZTT5oiBImXcBthY4MV+NHvn3DfcEiNcAzlCAdAjjh3LySFYWrUOFq4fLjZzW52TAZwKUTdVU/UUwj7EScdheSwRRtLDOj0c58uWqIBLErZMQEpq4510Q+uU60EAkCQYIqYajMYBh5IJtOFu2YgbSEK1UuFihsA7q5YnJzPd9nFikUyGxyCgwWVTOfqfEgUefq7c/YK4GRESjIdELFG0VucQ7lTt3tepwnbQiHCQFH4vesiqgCwYm8FDdAVA7LYCxLFYO/Y1i9LIVzMWRNWxk1eU9Y6EWSHMJNxWRSiuT1EzZWyFoCiV8i9QEXhE73GSdeixjxRoQ50nwRsMovM1ASwAegsXp9D9r1a1j9KXvciZy24IryAonzvjVPkETLdq3bls5izr1135yzQVyM6WnGSR8YAkMpR8U1GhHNCuHqIHI6xJnU8xIBrSMYdg1tqwbF9B/lvouxtTtWVdQEcP/eOkOGpY8mRJn91JK8RDTKFKYSZXHA9nVd+x63Q2bpX/6/eOATGpDcdUhv7qQLx0xi5R80DDOpjOS8nguiAD1wNQkgjZPoJticzd849JK7dIwHomITsfm9FMhi3t7MWc3XosS8cARd60RmxqOHY2yAfbnnLWx6TCba5BfZ2P4agOIAaBSG4umDAtkFcQiajWhG1BAfSlDtVolOiWHunMwFzfkoHMbK2zOMqbsnSj5vtZ7l1dZReTxEkA8AGvPf/5hYgQiKDoFDE5mx1SDpIyruvWWx1B4jFOdyzxNK1SKa+X/POAMtnkJpkZdMgjX4WmPJTPPJFHAG6c0pA0wG6sGRse3aToiEszAMCFPPzXBDE3f8tN53P9SETJEHoWMvRz2wif52YMVaYpmKIEMJDoZqfToZwxNI47reXuVddu5zuTSlMSbkOYKiG9mIhghbw965bxCTC22/c41DABwKwc5QANl7yBHnuN3BpCgiiXmfROywm00hYW7B3NCNa9qYfyXQtmgE4QVSao9ZZahLED0knE3+i0loWXTHxbVy5a4SPvEumgyVkEAwsEQMODYJ0z/2kjHEC+PCRGOKucC5huHgiiGTyHNlzCxyLU6EOdIgs4X6KxHc1QGpDzsIn8XJO490kCxfkM8EHQ9yjc3KFYHivJVF/nFrOCddRTsgZxzCOvXUx/CF6iGwOoXvbbw0z/uolmTGGferReqbD4x73uGMyg0BZ6w564ZMTsNgoajdpoYpBQMI6j97LlSUiYZAb8lAkbG1qFAAjtWRIig1GRbKH/L+Eorgpnd41TcIrFnEQ7L1dIOvC5yRm3xtgRRpEh85eYu3NFSjHZKwk4wQYACgA4whIagnfHaPP6oRY7+JkjgUImssCqL14UEdBPcof16uoja+cIP66K9blmaog8Nj+lKjrYZEhk7b1dITGFgAoKnOhOiNTGa6/393O1iMyxUueK0xdA0IEXL0QkRukyNmNuyNT5FQ6Am3HS3dAZAAZgLFf0oDE1HST2t5FCwEBY26ZnAVkLWBdKzLgbhAQckQNES9qq3fWI7h8Ro37rg5/b31LgPXiPE4bQQG4ge5+R7p4qod+bSvClaNqV34Rb+rQMQmuflJmb96ztz0mlGEMHEVUveKcRe/4bGHdOEFGpBGurrenpoyDpoXQU5/ITl6Jn9xw78nkufpy0FJOAAAgAElEQVQy1nJzP/1CKPteCwljC7fcE5ziJJkKQtyaPzHpvxlPHGbMjQVXz3W5dwTf9wuLTYnJXeKEELKPhbHpZkru+Z2c1cwcXvCCFxyTsRcpRrZVL74BQL2oIBlyFTCWG+vJRTRA/F//AAFQ0aFJBp1Iv9mHXeAfUkO+5o8ASC8yS05P+ise18wqFVwA655ZrcgFgSWj4B0TmYuxQXc9EtC5JF4ysUckrBsEJCm5DcCcbdZKFXgQFJJW4UkOOeD3Fvf1ozxEBguO6vdd3ZTOmkpWZD0Pp6Dcg3+ICHmINUGzt+hM5vnF/fIFZIJk3QuyASS9+x1gcny54Rz7yYW9dWk7S8DQeOqg99qRvaMeEGgXwXcAuI6WA2F8HUPn6O+9GE53oobliLUH3BgAQoQ02BCmgFXnaPoLuRNARDEHrveCJxwAK4EOD7gWRLqu2bj2W7GQ/H7Rg3+ux73J5f2CiGSwRC7IH04DgajR0MRsod9/0725VzUORwloY8NF6PUDHCK4uWsV6cNNQpmA7OfW5QIHxGc1OkQju5ozQMj2SnjXIV6wEDH2dGQyeEac9CI912N6xEIwcXF9ME99It9eq+QeCBi1AKfULBePeFG//bIUoo1gh2l+v19Zq6u3iLCflBHTvY22Ju7woAc96JgMUBhw3UxvaUlp6d6AoO5N52NwJBEboS/MTewdXfyegt7PGwMphZNMsSg8wgCZmK8xb0GEGPieC9q2b8/XJgM6uiv2FaHRCxvYwhKHTYW4DYKkcF2ORUkmA0xcgb2PNitVZybBAG2/ZAPAA9j9snSEQxyJtWO1wKG6WfCeHyRC+gUTyQCXjqhXnLOQAbdiB9LIH2HKK885t72uKOQN0jfWCNr0hMIQt547A0hyUTdAUSNdJOac+xWyyViXOkbnl8OI2jkcS3zbxjam+9EZ+Ub57xeuEJ29TeZeYKQDE3vgI8/M4bWNjagRiZgDMt0Km9gYqaGeapFriAbAagKQ6H5ft3nBXijGNXHNOluOFzFkntI4mtPuhaTyHTETUL7jmGqIdW5Kr8WuTloti5s8R9SEqmMRlf2sOewltGC1WhU36z84KoR87ztgClHD4Jr9JARNKapHQqdJWA34jDUS8sh0hbwz3nCjH8Ui8hG18SEa5RMnh6Oq1nu6kmOrdonHvQW2moKFxrXf+a1W5EKv1UqmtjmCpl7kWzefnEFNCw7TCB3uec97HpNJZoRoQHtDfgCpA5O07DIgLVl0uJRFq/Gt3gTCgLEo9rZyyK67T9aQm/NdCUYtIQIJSYUD62QAUpermF0X4FL0/q6r74fzt/2qWzEYfk+kADwJ14+u6Qp0rgSV+BkL1pgkASRtEepOnJ9wIagQuGfLxY/q7Z2MLAQBSBbDERucG2ADIIxFP+ev63Q9wMf/G192mTUBfvaOYtQrokOEOjVFjMQU5hadHZf9zmzAynIlGLZo6dXYCM75dYbyyz0QDuKzH5NLhqxMTTmmBUiA3nyY3JarPd3lnqzVIPwQILEi/4jMXnxDABBaezGeaSMxJ2gBv3FOptuEJYSKKQMiTe0T4xyu3p0MGbknn0Fizmu6TSdGBPQOje5Rnos5EbK3wAW0CKrfSCbfEY08gbnIDOn5PLHXTQshbL0F7EXuzgtH1AFhJDbJ1KbnqcVLzNW86zMVtRfNJWfvrqfB0CBy9+TZfq93Nwdwy+/c095YSQ0jeKJYvSRTA3JVfrsHXGU8TVkh3X5r3l407J7UJQKHHxrc/ZROMrzi+NYuqd3D9a53vWNytl3N3uvODNGxg1mSFLzfU457NWHvV4vk94P+jiUJAJYA6pbNISUTbOpIFwUwzR1IHoXhenoTfSvJJR1b28Cal9i7WwGnfoe1wpd8AB1AGCiWoTixeHoOG+E6PhFkYAEHUttzMZK5/wEVgG7MkTwRYGy2EEoGbGy2IH4SW4cmWalj46f7Sia/FDUVS7iw5llu4id3G6QVN2tJ9+Y7ui6dGvAG7t0lsHZ1AUiKcEDCLDlFR0F3fhFlyFQcgLHiRwicnL1RSDJ57TOK2rFclzhyvJBHCwnga7yQ6351rZxEwjqPZLohROxvxk/uyklNAbzoXbrEyTUii/3UAdta/hnHrkPdnThxT8zbWvSjLk1xOIf8T0bQIFWfRapEMCEvn3SD7dzo3OEV/JQDOuz9khvj11MIsAYOEP3wVGzFj1NgSq/dFpauxW5EkbFHYq5rP1PdT7cYB/VIOMMY51WHmifY0/ts+9veaEa81DgxYvxgZ4+jOBEOvuscxteaAIIIKcP9ZMTG3rOA+HA9csNYwMJ2qfCee9IcE1SH173udcdk5jAQtJM3+yNPAwcg9kS5C0JU7AeAkUwnL+Gpxr2hClIxOEijk1VyImjd3J4PB6gGznyKOaH+m2TdK4IlOhW17bV+btB1uC6rAw2CY+hYiQSWZls4SBK5I1mJjUQQgesRr17VKJH8RIS6LGDJrlbAjiXeyYy98/qO63MvCEChsvh71bNE310KYFA0QFrxS/he7KL7ReKEBQAg3tiR+znffqk80NF1Ox+XSNeiiDkmbLbuZHWKhJVj+snVkBvGFZj3Sy10QEhcPVL2QJxK369J7NXPLHHrCParVwGXY4tPd0BcCvN8yEBMCVYdm3HUcfQmLDAEWcgvTgMM2lMucIToTU7bl8lYtwQXVwrpG08xcV/JrJdx30gfbvReAMngqBrrKUbOgs7edcBcea8ZMDVDAPWxkCQbGNYa473pCgeMSG7C9t+wmOiAR3KSW9ab+fR19ncQIswhVLmcbHZjotlrsYszLJQjJp3fPcpZU2wagN5SGU7jGbiAI5C9dU+wyONnveJ8b9OLO6xFME2q/lyvemgM5JqIE7x3/jMGmKUk4YFm73MKbAVCYCSHBHdTQFKCNdhY2AA4BRAIsTkVpk7S31lzySSIOTJAJWDAxflZXQCOhZlMQVK97DBkpSABAuEgwL0gD+gZSEAByBQzW3S/fL439wdgFKBidj4doWQxRo7VO51ZYIEAdVW+w1Wg9tjv5p+6uAEWsJGMCk3+cA/M8xjXXoHrn+kOroDx4qRwRsRH8ff+8ghGl+ce9g51CoJwZG/3M8FIfwsbVhehQAUjIsTVVr1ckE/GwPWIn3MgSMfol39wFghTLgYC2FYmoJUzvZiKaCXKfUe+6dq5DIRYv16To6AOgZ5r1l3CBTnrnG0XIxT5sjdIMd+L7DUaupi+Ln/T0RO5jmH8TDewleFHP6ak8yGANSPOQTwZC86I6+5tkIkR02jGWHcuF9UnwNfR9vP0CEcN7zlX9jCsVlPbKk9mHIk33ahj9BM6yeACcuu5dc2I9R7WP3liiGMKG12XcW+xJaZiSNxqEuSwRZVqjZgxJdnHR9hwgVDmoO6dIp2rBb18Nm7qEYfAMzm5H+dqoWpqBbeKC5fgDEsA+GFy8wA9V0wtAVvJqjswoIpaJ6bb6b2eDaAkBPjAFxECP5aKxOoNNyg9CgvAUlbUna6GWmc7sveSKUjxMPcCwA266xILidh2MTLTlUs4Nq1Boewlg3mlXoSjeHShLDgiRNFT1BIPgfc8veQECGK9N3DQBSsqllwvwpEDlKkCEA8dke8iAjHovYKBjK6d2AD0jm2+3LgrkAYKRYsU9ngqOLlKqJkjbdWLiB1Tx00YUv7ujVuFEHqnM9coB+Wx3xOI8pAljDTYzckAvBXtiEcdWvEKUHQkjs2SS4bETDcAbY6A2iIgCNdetc5uNY5yQIevu3M97tn49ny4e2N/moriWgFH10vgyFXEnUwt6OIsApQbwFi97nck9FvEdFPi4JgaHvklJ4g2n+spDeOh09KUIETz35oDrhkM0IV2POSxfIG9chHeImHY3Ta2pk1zRCj7Drw0hbbn3uFqMvig3t0zvFB/agxmW6vUmw7BBaKE8ERmju3valgz1fttaBDViHuVw66bgOAy6NJ7QTCBDBfEibNkHY2Gl/A3tdFPNOiwYR+cP5nDfsUrXnFMJsGRh5vv7SolsACxdJCWotaZufD9irJkuiHF6vx+7k30JanuvUEQqChEwRUYQEFACKzf9+YwFooBJEGW6FSTuIiJ4uqkMBCA3QC5TkpRgZjPBZ7il0zH2Jv0JwN6Ys95ADrmlHvf4b1AjRiSLJ7/NA1gPIFSOyUKCwEi4L2Ck4ii8AlFxNDxEVvOCSBX9NwFRYN4uhPS5fkd649w0b3LQ0LRdfZ2geZvnU9XQtHLWcekpCnoXqBCOBBDXBhKGpDoOgGY7/VLB3QYrHhdlk6SE0FocNOI8hZL6kuXKUflsBgT8GzbfoSHqAWs4qVWkZmcdL0+x+1IRuTCDB02CxwpEDA6WeTc+w4Y0/3uceOqw9nvm3Zd8jKZWjXdwZlRQ3v3PSJc7HtHMbiDFLhRMASmwAH3qMPu9xcgNjXrXvf76DU8Pkcc9CJL9wJX4SRCFmM4wpp3jN5MZ1vPBM/eNpooMRZEaOe7WhYf+CBuxK58M84wu/eql7+uQ/x0v66Ti6aJIhL6uXV4aaxNgRIMrlcOEG9cKriaTM3uTVfU4eHGN77xMZlujs2ii+nHrgA3FUfJW9igUCkuHTXi7OelASiFI3DEANIVOCpYcvezrQSD4tH96uJ3sQskNd7zcAgQoAI3AQQ6AE3R65TaEicQJA5QlOiSWWG4PsTULzDgDgBZRGdxmdiy5hQCIu3N6hWzeRjdu3vxdwViPIm4fv5T96RrAvgEAiKSxPJJfvWG/PJLDOUTSxCAAhndcHca/nGIxBKpAm9FpEtHjJR1W88ASBfi2ITLXsQI+HWa3TlyJxCw2jE9gqjFaT8i0s/5u0bAT40bc7XD3iNK5FJ3L8aNi+bYCEgu6/LUTL/VTC0jOPmtW5ZfLGegDAz7NZbI23oBpCEXCD9EYAzUfAsudWesxVp+wScCjBggfntREDJXGwQL8UGcazg4csa1381gmohAhW0I2nkRt/xHTP0sMAxU/66TrU/Awjx4qiHpBVmOT5zIF5Y3hwbhEKrEXK8SZ8nLW0KKqMUDpmD32/9aVHKQNC1w3HeNGwEBZ417Twuy2jWThLzpUfjaLlQycWxXFh74KTe5K+6ZK0OEXtijfqbE3CMclcOH888//9gHNyiUjZMkYxtQFArSSQCGYABpx+rHIwARq5TtIrgAzQBuC7iBzKACVOqpLeVkVIr7MEiAJhkAArrABwAYYHPsrDrAQf0mA0gGZr+LVkcCKLYz0HOf5iud173o/HXU+w01BIi5kb7W/apAcUMwFKNjAB0k3N9BBr7jJ6t+b8AhF3pHsf0mJopevu2nERAigm/bHxgDLmKDKne9ABQYEDr9+JQOGRHKAQRErAAIpEbY9KY1rp2Ik6NywnWyfnUF+wULySxusw7EugG2nlwgMpGuHOptMokgx9wru3U++znV3j0K4QA9nZr84rq4B7iBnDkDycyLiiUi9HvEhKCJXS5RL6gDmAQqMaI7Nz5iDa+Maz9Bo1aJMw3OXui6nQD33KSBLDUaxDeLnDhRu8bXvLBxTcap3O+EQOoEO3wn8uBvb2DEjlWbhIK8QjDubb/AhtuXjPCEEyxlOet61A43SEPW/KPu5KQ9MuTCfqGOMYEB/SpYY0zQI2Jkr+nTuMF5wrCFKiwjXNSZn7pkeA+3TMnAt2RqB/nLI1hyxoAaJAdT7L2C2pf8TmJJfAlHmSkawe/HuhA0gFRMEsmCDEmii0KkrPtkioEqMsgKkfKjUlg3BrgXd7E7JSO7ZT/Sxl1wHSySnttwHRSqLhwBUJkGSTJTrr0QRBLuR8MoWEWtMIyr7r3jBeRcFxeBCGjl3veM1HrBHxAGXMZecUlwhGAaAID0drWImiDQ7ep+dcfI2L1RwT0/SCT5B/jZyEAbcPg8EG0rTkESBq4DgLpnuSs3gFXPD+q8jIdcoKjdu+9ynMSmn0JAhIra/zs2EQ7gjJ8OrrsHNUHAuE62615tD1j7cUECE4lvcuDGwAHXC+i7DmHKfsc4UWc6BxgTECzN7hjlkbE2jtZs6JblGXGi5nv73L2SHNjKL92w62b1uv7GU/fo/AS+rn2/1IL74VyND85jISEygJsEKKGqhi2eUxd9XLEkkuApoSAHcIepmXY/974DBI35712HalqT0I99EmPyZ9vpCNl4m64jSvolLsYaXrsuY6B7Fy9xUof99BQB7HyEKBzQTGlaNLKmXeFxMvns+uSGxvXwqle96thBoCR0st0xCq4TszARERLRoblpYNhFRCUCelaNblnS7m0ozWH3JgsKHri5SUDm74BDoABaBwz566ypXEWCzFhggE5H2XN6EoeQsTCEotZRiKOu+MK27dTdWihGfEhwxU/FsZp1gW27KGq2jlgibt8B8M5BhbYtCyjFVr4oHiJP0fvJGegtEV0jQKWcESKw9h2k5l67QyN6ACjSkkdyUowViPHuPeF3rur0XQdxKxfMme3XECbTwfoJSOWTcZVHrt8cZK8MRhaI0fwo8t/voydGieCe2iA4WeDqwL0DGR2cXOm5YmLC8eUk4Cc21TrS9b2e+1T3yAHZIxM1DLQ5FWoeASTjjrkesQWsSBSucTNY9C0k1IJV/QQ9XNB4wA9ACwPkfTICU4zFVD67zj0lAy90gcnEeK/J4HKoS1My1t6Ia+/ZrZZZzb4rf9SO+CBl9dp7whPo3ByNmPhwTok9WKQO+zWpyJXQg9vIXy4YL5gtJj1XzD1AtoQo7JGT3IK9O1+/H4BwR+KcGlMvpo/ghYaDE91PNMAQ1w7H5PfhEY94xDEZJa3LEuDeVlGAACgLkgJE1ALm5imgts8ETHEAeADlJhE0NUy5drIKouATCgpVIAEEwmHXEinJdOOuVcIgB2Rn8NnYCqY3RgBuBoR74d4lr3kK1psE621RCSqJLJGsiCSwJBayALxtLeniJAMQYtfpjqlcIKkwW40jL4tw9hu+HFvyiu+FPW6GtLYVJ36ODcwVFSDptxf9X+9gdj3EipwAHMCxnyU1Hs4LwFheFgMpQOQKFLvj0KkiLa4QANsLnwAe27g3khAPOUgg6trViPF0DGAgd/qaWZPqH2kAQ3XKOuxXA3JbxNr4mb4yXj01lsyYNKDKF+JWfOSCOCIgzYD49KYwOkGr+IkSuIF899Mlrr+fPkAsxCzc5MgBctfpnuVm7/YIh+QaopSThB53yrnY3aaXkhH7YrlfZQqr95sCOV290xncVJt+ImKLKXWd+0mH/kc47LesEYi4hFjSRbt+zUvHxXk1kESSGMBoHTW3ockfnqphtUIsGRtNCvFCQPYiXs2aYxKNuNQ4Ggs1btx7c7JN4mqKCD5c5jKXOSZDkIAEKLX9ySaTMJJAQVp5aO6A5cpSbcsSiRIECl+HqKPsZ3779+yqZBQq60OSIDxWkuB71AFh9lyxQaaS9mM1AMI9+rvr7M0MxBQwsr4lJfDbj5s4Zm+c4h9rnMqm7ogplo2uy4BToclYW9vVcD5AZi6dqJLwDbiAXXdAKLDHKGbXzcJn//c8HJA2Fyp5CaueG+t/BEWDDhVLyBgLFiHxYW7UuTkY7jkZwFcLyEGHapEJEBQTnUi/ZENcxAlgWQSnk93W9N4ZMJnOXvdm9bVcZOsDCGCkhtpep+yRFvJXjwCK6GRV9py68yFZ5IRYxMt1E7c6717l7/51xUBPLiAmbhBhJp69KMjiTQIHThBars/KdKQmjm1jOx/XgptCWBHBmgYOjrHpHdjgoXHRDcPN/Sip60VmvZhxr3GR7+of3iJfZEdIdL6z7wk8Yy5fjDMc4Wbs6cJkasG9cmTEHNkiY9cDf9vd0KxYBU5sIMr9VASxKa/6eWfHdR4NxxYw6tK6J/febh47XSPDnTOusNh0CsFIQLYIFxf5berYeB2ue93rHpNJZt2wk/aCC8GUKABsbwWqSxEMidcrqA2y4qXekCziAfgCBgT79WaCiBglqwTyE+gAI+Ta+2zrMFiT7tEqbKQBGMzNuN6e09N1S3gJxbIUY92Dv7uP3iuY/aQTJBgkJ+BkwUki5+7NYRyDktb1EjAS3L1zFyya69iLqc5CV2lciSeAoJgJjLYufQdpAGe2o1yQvAqYrde5amwViRygqIkTAOeYgLbnsNnogNvGN4QOsSLGxJRCbVLbq76NPdGp/ggKnTYx0DssEWEAXIfjOogRcUF+YtFTVEhcLezFXLoBIA0Me2cvhCO2gJ8IFid5ThjuRyiT6Xi4LfLEtJIO13gR3c7Rixk1H47hvH4SiLBFzuqwO+YaC7VLSBC/ahsx6kadu4lRbDUQ8BNOiofrAt4b15IRG7CXgNHJIgBi23j7XD+3Duc1EPACNnNodNaap03KyTQfFnf5LG4QN3HZK657sSxRaVoBbsE49aCmNGjGsxcX4yx17l4JZC6kzpZbKt+6kUT+RBuMwUN7mmY/ItyPFTsPl8wiVJx7eOpTn3pMpgtAVILe7z4WPCe0Ny87SPeii5BExEA/1iVhqA3/j3AoUcHXbSGZ3utZMlL0PgPIFTcgQf6ApLt1BKzr1UmYXxUnAOsYOrkOvmTc7wkmCgCVRENIuqguIhYJxU4E6VwVFRsG4Ipjb7ghgYCPe0HErkMXaH4OafQclWRlGfm3X+sJdBxL19D5RZRsqwuo6ILdq3xif/cqcSCs05aD29WgrBWK4u+Fd87vu4DUNIPYuh7XjTz6UZ69+lUnSCSZKvB79QD4ek0JsWEudm/fKc/2W7SIAPWZTO3oKMTS3CaAckwWee9UR5gAStcMyAmf/Xpe19+/N00FuAkvWENE7hfBWCPR28ESWABVbAkKJEf8Impj1Vvxqnf5LR6mZQgtglm3TOy2A2csfYcYQeAIyvXrsPdiqmSmRdjBxDdHy7jKUcJMF9hTZjo+OKEuYbW4wKLt4HAhkiEpJE+UwBzTD7pmQo3z1m9S1BzITThAuBM0jimv1HpPIeA3otV0jOfnOSjiJAfwTruf/iZX5ZdYE4+cHrnMNeunbuSX9SiuC84fzjvvvGMypCfxDFY/U6cYFClAF+z9DuleRp+MWkjGqkFOAFJXwlrye6ApGL3bFtWDAIGv7+o4KCzJY4B7XkmHg8Td294kHoCJj26wFxiJDxW3d6LSrSsAClai9csQgC1Q8TfFbtz8HgG4ziYNc2K6dMJAkiomgsz1EVVEXTLkLuYSnggh4sy/uS732AKHYpfICs09sL4JLsDgGvq5YmOswwE6xokAJBh09Xtbz2SIxjXLF0RImFlvQeQZ/857JLHf+6sLcI8sTJ2J2ustU+UP0SS/5TvyR4Suz5xZW/VsfUqeaOIkyQXzdZsA+tqBLAsVeSBRRG6dA+LpOWy4oHa4BI5tHAlBUxmO1V2xWkbychIBERSIer/zukUlXGSJbneDeye224ZvUaIWOj+Ss19qo/sk2rkJPfdJuCA89Q7ojZ+4Ig3iCpEmU5PW8ejKYY8GhJhj94tBi3cCWB5pCtSQaTcWNFGus+1n4I2H+t9rNQgNzRMhrdFobDaOco4zynWBB3BC3ZoW7Ff5ElC91W8yMfd7uAZjrP/pf0gfXsoXU4iHq1zlKsdkJvKBn0Hq1diAXjEDSMqBygNgCgWIt/1JKe/3nu5HsMyjGOhtlyYzMAYQyDmWTtsxBFKnKOGSIQ12E1vYQFFvkhaZ6W56pet+rpqQcQ+EjyRlO4pF7wKmY6T4DCiCFltFtXcH62NRwgoeOUmOfUxxUvz9iJgEZwUqVsULCIgVRI7gdRXJdN1WQnNyFITiZ5EDOnmp60vGXjf24tdOQzLgTdFzKPpFAcAQASo092CDILlBMbOIe95ZTjoPoiQKABuw9kgIYO1jEZMAftvWXCH1avGcXOjHLHUaSBbgs/U4NupADvQiS4LBlA7nA1Gqqb05DALqbZABKBySi/IfQcOavX9zi3D2vflUUxkcAWMgF5GtLr/XbCANsTP2RAjSkLtIVjwbHzgwXB7dFcwl7I3XfvtfP0evQ1YrSH6/wc29EELESm8etefK1QzM5bTiDGNiXHvXNNjK9ZGjGjCiSbcsv/x/Y7OaME6wRb7pehE0Iifs+2kgDaPrIq7ViGNoII2bnO71NESaeGkw9oYtuEINE4bt8Bon7gWr3rFPVokrVASKuHqea89tOKHgAxfAJSgSv3cyojJcPFIXGB0jkHSz1IoOPBnCE0TEQhkDeqqIagLivboRyOmSAICENgcpOSTz3ug9GbGhy9Ols8UAre9KUtZdr6pX8AhSdwy0kQfCdH26wt7pTLwQHYDQgXn8gGWHyHXgvVUjcuIA6FIUl/wxfgQQQdGvxHQvukhAy3ZkLSkQ1rRup3Nir5oHrL7LQiWO5ABl39aleS2drPtXaP4fGHEsXHfPwxFUnBzHREhcH3m1Fy21JW7qCeDLTSDMSgX8ao2Kd67k7NdZIkRizry87+hge82GnOQ6yeu9wYuaNt7+X+eUDPEAWeSglhEhQSqOBAQiSIbMHF/d+38561wwAPD29BsnRE3ARGTm/OKFXJFH1zRhStgREj7DGtfdwQfXpSHoa1YL8hyeq3WESDyp336SQYMBS+SLfFIbiN2iR65L705G/Mtn1wf7tvUs34gmY5WMYyqWsEXzhF/gG04hxrvDJvCIRe4wtxaXiSOBZvx7ysw9OT9RtF9/u9/eyK3qRWeElqYKV+Haww1veMNjMgBCdUri3shdkvL/dUQIRgcp4bZq7xXngMuxJKUkQMzUGvBjYXQRAW6Fr3Pcz/ghcOpJoHshyH40x7F0hrriXniVTEfWmxnsN8D4qRvf84OSgjpXCMkIgT2fvBfJKRrzOuLbqxqNsUQhwICc1Y5EADBiy/ZqbITnHlwXwNr7kRMSxFOvEgdgCAfJ7l3lkLGCQJRt8VpsI3/N1ypU5O9eFI+uvReoEB8EIeXsvGw74KirARwNhixSQKR2ACdBxi0CaKzffrXH84kAACAASURBVA8vcEN8AN7/m74xxwikXWeLEueTZ2LJtdCFEnP7vcrJkL4ugRBEYnJFLjqH6TjAlky3BkuIXZjjOtWl72oeeltfjgwwJqgIGblgXGEPt6Pr0BQA4QRY1TKs2e91BubilkyXqwYAPWwhBMVpP49tqiGZPGK9IyCihHCQA7DSPXftWOPANVPTsE1OqEux8Dk4kYzToYkiHIyFevQTLsB3NdTfNR2KG6wwt04Avmm63Fu/y4IQ1kE7n3NocFyXBhM/9HUROJwsOIU7LLATT42sOPfqddOiagguienh6U9/+jEZ1pdYbrofqAcIuhHKS+AoMpYFRQMwBDYZQgRuSEIymEcFcOwjhNTvd0YCiIXapAj33q5WMiuefi2jfxZkIVfgZiB1GEDKNQCfZDoKAMm6Qdxi67qcAyj3m5DYYhIIELhXcWO/SDyg03sr+0fxARkql5oD/IiBom9RgsQAgTwCGESa63U9ALjfpbufFRUvQK8g2LHGV371NIliAUjAkbDQwTmnsULwXURUtcLfL35QvMB8vzuXSk9GjOhg96YPji1OQJot30BBqBJeBBeS17mJhe5UDfUuUr6736LkGPvlJAC4d0vb9SYnADlhKI6mAYyr7yXj2Oh0XKu82nspIGX519vBEm/GB0H6iXDU3+66Gh90isbDd40BjOOIEGDuxzGTaWgQL0eJEPQdY67WkUcvhuMAigMRYj4aIaltQpXg6L0VuCawzRSQpsQ9mE7iqIp9u0A+47p8V03BFFhISMi7fvnU3kSLq7IX7apxeeVz/V4M3zFemgWk77MbN4jz3ppUx6/TN3WhztQ8gQjXiPAWl4SXuMgROHC45jWveUwGfHRmOt1edIakKAYF2YtFkpmfcxLdXz+24TzmbTwyI3l1mTozAZLUvYKa5bzfoSpZ+vnODoJzNOjsB9a5CgYD+LJ0WUyInKjpv4ktMtVhKADdgvk4qxkVQjKCQMJIaOCMGHXgphSQcu8oBpRNe7DuAZOV5YhRnNhb/VJ5ubD3iZacVK0FgcScwu3uE2CzkCUyMhVj3alCZL32ojNOCJAGVBQswpF3CBpY9o514rK7OTmsmAHGfu6zVyy7LmCMmB2D6HVdgBRod3ETfupKHhFngE0uAB9dl+tPZtx0OEhOrrgeAOoeu2OUi8ZP/htj+KFL1hwgtd6MwjjAFsdGMDokwl1++X2vs1Df4qGufIatDXiJBDVPgCXj2sEJ3dXez5oNT7SZ++w3t+26ElM5uleaG/vtxCXTKKhDnRmhhRxY0QSjfOxNRVwrl1W+qEOkZlExzDMG/bpIdURQGHvC2PgSFpoEBN8Ls5C8uCB5tS3v4ZfcdF14IhleU9vuYS+04xD6u/HtRlZ+Oxb3WN7AXuKAsOEgdt47vnuUoz57OOecc47JJK2AKbpevs7eMPhODBCADzvLwijdIaWdDJnqoA2Gm6ZyAQmbSLclKMkAouKVJJwASlRg3Tzrou1i84AGHZmxzcWDLYX0xKItSx0H22WvuNV1+i4LU3fQj1q4FwPqu+aAHQOANEkkpy18hMtaNn4ISdeCGCW+ouoOm1tBse/9tI0XcSfRXW8vakRKVlAjVZ8FIECIGt3b6vb5CStkppMkcJA8sSAvCaJkxCLxgWhMI3FQKHoLWPy+O3/Oh7HVqREdnCXg4nqJuBZevuN6zD/rPoGieyP2EHXHnlMCKOURXDCu8p3wAsDJWMf7FY7GVX4DIyRDiPVzxeof2coj4oQod+86XPXZ4ydOuigxN35AUV75vGah3SkiifVOUBk3di3MkTPuQ90mIwjEWC4aYx2umBs3ZNwr9GGN37lOIoAYcUx/l7O954NpNI2WJxmsoyHqOFvGYk/PJdOtw17WPHyVK/6f4wXLe10KUbvdQtNYakYuwGKdrutNxnEgFtWCuMg3+S0G8q9f74zMYaxYEuVEgKc39lRs1zTM8x2C5WQq7/GPf/wxmUQDdOyr3iGLTSCxJSvF5bt+j5h0YcAqmQSXrFSd3+u0HYttDJwlSTKdgw5V127Q2QsGmrXk/5sYgRsl6prNNwBh81yug0puUSI5DRwbVkz93rkkJ+uy586sdHQ+hWfRDYCQlEDSbjr9oD/rj1hCZu7ddRAvClhBdpcgweUP65INxKEA1orK93pRiXHzN8cSJ0pf5yofTV/04kH3YJEUckB8yF6HYWxY0r0am0giPJGB3DQWCEfno056+1X3RCxZoGNcdUhsNaADONqeNX5+R1wibt3oXoxmPqxfhqCGdJfqkNgAYBZmwYdegOgYhCkRJwfkKkBzft1MW6kcPmJXd75fnmLO1poD4rMBVXzkmrnXvQ4F5vicrr7nPuUYHIBbckSeyR/NAYLvd8lvcaZrd37kwInj7qnHC3u0iLgUa/88ZcBlcP0aMxieTF7LI4JKx2hs2NfulXPpnvt64NDeM1w9EJfuSW73OxDUrtrm0umWka98V4ewr58QEVOijBiBxXAchqtlYqk35uGu9HbZydQ0Yt67Y3Idug5hK5FGxPns4YILLjgmZ78MHKMjwWRUOAJUCIDKPJxOXHfjWC4iGSWhqHWELC0+P4uQ8kIqSC0ZkEWEOgkDLAkEWQfiGP3MpsUQLEHqzD2ae/W4EAAxKE3+ul9kC7iAn6RQAI7BPWgC0h1QpKxv96Ar1YUqYMTd2xjqRCX0fl2eDpwFphCJpe7eqVs5gRSAt3sGynsjh17ApusVD8DlHAQD9dmrPpOx+foYCIf1ZmW3onFve4609yXXTVLllDLSEidOgJoBXD0lY52A8wAAwOHYQFwOGZsGMOAi1gCVoJCbSJWSdx8tJNSV8WB3EqbyiJiSQ71Jhn8sSNYuounzJZPv6rMfMyPyxRYos+Z1rOpCrRPWvf6DCAG+4kMM6O72y1x0690xEonq3zw48hc/YwO0kXNvBMLNcU8whqBxPbosgpGA7ceU4BaBByeIWw4mDEcM7Ou2ZeU+IjEN4J44gKb6NAnqtHc649S4V8/eyxsOEiFB2HDiel2DBpCDBcf3lrLGhAvqHntdA7dCt8vtQKrwFF6pdePe+SV2mpL9zDl+gnnGwHTThb3LgsCSu0TjIckxmTkMFwRA+tlptoYTsMmQgZtE/kCc6vT3ZECDvS5wOp69xzIFqKip5GQITkehACQJ8qXC9767Tf7sX2qbanJdCBEISVbTAA2oAMsclJ+A1Hd1T2KguHrzDgpeB0EE+Y4iASisMYuEeoHRfuOXYyGv/XYucVIAft/3uy1cBYCY5BORYD6un0vVYSl8iln3rgDEmnon8vo1lgSePCNCCC5A38+yJtORNxj6DLAhFEwHyDvjjRAQF2JIBoB0EIp3v8GKeCGA9rOcyZDBfumB3+uMAInr32/R62MATgSjyyMAkStbuV+ywbkBUADSuAA/9ei61EPPCzq/zgYhOzY7W/4QQvCh37bGfXJemMbKJCa5G+pCF9prI2Ab0WjhrQ6NsGJR6z41KI6ZjDNDnBAUXAN2P+GKsAiznsPeG08RenvvB00NQea6utEgDMSH8HRv6hRRWjgKr9RYMvXkO/KFAPMTFhK3e7FeMnXmvOJBjOv491y7Mevm070RZzDFOYgWAmw/ZtjNFLx2TDUME2HgfvTWufoNfMZPMwzfYe7hKU95yrEDhOSohraDgL+D6l4kmIKzqMMxFJ3ETE5328kAqwAibB0/dWdOu3f5YXUgFgDAUu45xGSKH/j1gguCZb99h9ggDrbSNqBtLSFo6gxY+yxiVJAU136PeDKJ7fxcDIBg3JAdIqU6Gyj24xc6HYC739QkWYxF2+usLcoYcAEsok28EJFzd7LulwuwwAETUcKGFD+A2jaggkNAyAvJugd5r3snCoiYPq88QaJbsBob3Y0FR+0E6ACBM8AEQsSwLsK4WlndazfYi8SYOtTp7z282e/mLXsFrvvliMgbIsT1IAA11Y8DqVlkKheJN3lmXBGSe+95VJ0ZrAHOcgTxGAMCiB3aq3jVOyImFk07OAdAV9Om4RofxEmNIiDjxtZWr/LJPfeGPNb4mHbTdYqbLm5vacxe7vld0yH9XoRkhDKx5NgwUl32UxF7rwAizXfgOoxxz7rT3uwE1iE4uQgH/B6uExaws5spQmAvBDa/LE7ynJAn1PqlJLAM2RM85tzhFvFN1BEnvSAYqYqPhlGdmVPn5Mod99H3KK+NvfPjocMVr3jFYzKJTqW4wD6YwCgSnaoEBxg6OKBs3qYfQ0DeSIn941hsY8AGhCR+b9HoH9KnlgycYvdd3Zbr6V2RFLq/uRfPkrK0gIBOfC80SAbMdlcpHpSrQvX5vfo5GTVmXICcAaaQgTRS0Tl1Qe55XZYREDa3L0kUruvsN+iwxcQU+FCiPuv/XSci6Dl/3wXWrgPh6QwJCyDkWL16HRm5Jx2FIhLH3gAhGWHYubofdWS3E1iAACGoC+Pbmw8BGbUh3/dqcUTN4dEl9Otuja3OWY4QgMbV3wlGwNeuC8sb2BgXwkuuUP5wobeWBVxAWW4SlToO5AIUxZH1mowA5CjBFmQifvtRU/eOjJPpwlnc6hGgO7/uXadNfHYny2GTk3DIZxENAicikXOLSvkk1lwUOelxWcIB2Zsu7FyQJ+IA68TNuOruXC8XqHcn8wQOUuICuWdjvjf9Udv9bL6cNFduXOAkl8WaA0Kb69gb4MA2Y+CeYK+cgP+I0e/bxjb1RFCpQ4IBUao7uez62vbfq+W5sepB3omfWO/9wpMRHSx7+YJ/Dne5y12OybTtFKNC6ZWkwMwiHyf0XaQg4VwwQGvbhQUiUMBZdwdcqErkIblb4UgQ5Akgkao5PIODGIkFyigZ0GVzUKwWuezXrgFNAwsc+7p0UeYnzL+ZvxQ35EI5A5I+PhcDKTiG7sW9cCAcw3h2HHTdwHhvayrhJSmrtffMZUGyMC3mAkYSTQ5YX6BgdbjJdMqIhkBwfkofCAAsTkAXEYGHCPfuVXLYeAEusejn6ffrSOWA/DcfyOlB6Aq15279ty5Jscs3pEWU6FaIhrbwkZPYirl710XIGfkI+HvDIGQKrMXe9XEmxNw49tyncRNjjpf4uB4k5xji2+sskL48l1dqxbwzh8ZUFtDsTWGQPxubsCP4TA0gM/Xh+vpYnAbY5nrEixi3VkIt7+d+k9PuRDJTBwQyZ0tOIOO9HiMZEU4EIVO1QsDDInm1X2Hb1youcILY5FbpHBEpomxRAmPlnLjhAjVvgd92vnqhGHcFdrgO5CYnHBNuuGfXnww+Op9G1fXt12lqTKyDagdOPmk01J+GUexdp3vy+Z5bdx3wnkA29ofLXvayx2SSAmizUhrokblFOMhA4MxrUWDUk0LtC0MGjqFYWW7Urs5bElEpvRnF3mZO0PeqXoUAeB2jlT31pus2+AZKt27VHvCmypv8dYwGCCjrFIEhsvDdvWVpMkC53wGrQIH2fsUd8uhkRTREkqTVSbDJgJNulDLsR2YILtMerEnOhOvTJRAtRFTvyWsaQmz3KzopZLYVoYi4egHbfg7W+cVlv5jedREFPUel8ACAcdIpWi8AwLhDirxfqYlQxFiNqBlAwo0BTsZAIff5CGT2PwsXyQPDLSp7NS9hxYGAAzp9AlvMdeQt3vb2ocYWUbpXopiVCswvbI4RaSI3BEOEqAvj5l4b6H2HQ6h7g0tENwB1DBjVb6dzDGTPrYB9e7qLQ6iWnLPjs1+S5Pd7YxL1SaSzepMRzLsJ2Y+qqU//1FjvReFedM7cAVM95pndGxyB2b0FNRdj2+eseVwiz+GXhq3XWchvYy8n4Bd3lNgz7dqPofpn/DgTxCUc5z5xgmETnOjd3OSz2oDRfvqsaQDXzRFubIZPME1OEnNnDAYAcfMAqxPf/JtE9jfgR50rUIpHgUiqDgSrxDGAsvkQlggLR3H3PsiuFVFT446NEBGV5NCtSKJkCBmJs7ha/ScTdAWrAyd0khkgHQYgt4rRAOsSqGHzXz6fTDeErMSPmgNY4qRA92ry5GxbWAGwDjeJICSuQj8OQ2ABVsKGYhcXil5HIslbECoa48S2EgdqlxCyepYL0oQt51jx7kHngRDNI7l+YNQLxYCaMSc2dG7GWYdLnbu+fjzPNfqMPHY+9Sc+BI/xbBeBshdrQg8I6gy5CZwIoN3TAWrWGIsLseReOASIp0Xl3l4V6YoPocclc93WJFgRm0y9qQ33uq1CDpzr0g32JhnOL6/YjsQRcoUXCGi7R32/BIzvWrvC5dtb3gLefs86oIarhIJpCAKIxQpvHdvnk8lvOOF6YJwucz9jTRzI5WRivjtCzRLc0A3u58h7agoeIjwkJhc5KIhSve43XyWTc+IlToQFgvZTjhC2LZbUiAWt6o6Tqx6RLSzERxc2/YY7CCyY4u/ihDMIi153IMYcG9dBbB9uc5vbHJNRbwJ4Ya9Ka0s7meQAchQW4JdE1Fuvema1U6RuFrmyExWPbrhfOenffvYYsDqG+SQF6LoEvZ8FNqh7k4c9R60wqVFzHw06+zV11BmbTIypb2pPZ9aPuYit81GNEgqJiKOENH/YmywQNhwPwCoOgJ/FheBdT8/TGz8grHi4HUDcuRC8z/f8rs4PqAB+4ynmBAbwZHv37lbbinNPitm4AjJAqsh6G0NFTagiGOMlngSYqRgA1nPF8sj4sZQBplwAIIocOLZQFRd5xUEilHUnclrxcwZ6m0zkZX5UDhKu7HSOmHP0AiOdqtgRR8gfaMMDQAqwdFfJLHaFOToyglUO6vI0C66zX7jicVMd2O6oCXb3hpDE3nRAx0NsiRDjRXTDD/coZ3rRmfp3Hv+PzOSdGvPI1n75Rp9XvSNsXRwxjMQIMdcjFskQIux1D+aMxXy/7Uw9tgOHoNWXZ7y5O+JJaPk8gdgvxtCIIXPxMH5qijsqjs7V63iMNWJEnvAKZhPWRBuHpbGGy2NqgBAWR/GRy/IJFvbrVeUmseSaif7Dta997VOrxFnCbUXsfwJE/e/XCgJL1ghQ6ofN96M4OlnALlmQBmKSxG27KBadg45275akiICfOaBejW0lHwJk+Qou0kJyrhvJ9GI43aPYssIBpXtFHmLic70YzvnZYJKWM2FMFJECBfCEWF8Pcmc1KR4qk7IWE51tz98gJ8UKfOQCp0TcfJ7Y6xc+IHvWqMVkhISC1AFQrsa/3xK0N8AxPvJp71gHLN1bT5OYH5U/4ocACQnjKg+BTS+Acu3GCxAgNx0PVwGQ6pR6pyxzxvuVk74LnIGOY6nXnr7R7fqsTkKdqQcduMVM/VgXES7G7oUL5LsEPdKFNb6XTB1xc5AWcUbAy03jJea9Ipi1vDcNcQ6CQh7pYNVnv6CG4NovZ9Bpax7ku1wmYnpNkPwlQIlYuSif5BsiRAi9noE4VLsEz37hisfQCC4dnUYpGcyQT3J1b0G930utWWmrXp05Hw6AF1w0uQz7kJj4JlNHpjjkMSI0daF5IgDlam8CRnRoVMWJcDWOcMQUEUHYsSeIfQZ3uR7xkwP7cc+e5pK3GlNxMpd9eMlLXnJMJjktisDsvY+u4hQgRU2t+b1iAviSuR8HMjC6N4EDsApPQjm21bu9mQGl5XxUpQ6XmmIhIQDdQStCNpVOh3JXXIjGgLme/Y7kZADIvUhsxWwgdW7mspAz8k1mFSWLiaVr7lFRI0rFr+h75y7FoLCQPkBHnNQnAJEbSDeZrokIAn6S2D1TjuIkEXubwf1SFveiQK1JUHh7E5Seq0IClPAmGvnu+tmmrr9VL1GmqJHb3sFLzujkXBfrLpn5Zbmn+yNOCEQCVTclRy9s4aZaAmAsN12dsZebxlcXnQwJ6EwBv/P1lrvJCMa289SIOABMeaRzdUx5px57kww4oKvaL3rglMABbpla75fKIJK9q53c5OyYTpIryLXnGAkI3RSxb4rKojPdnRpzrM5RDQ+s1dURGEgMDiAZ5NvTleaIdXWEzN6H37FhtJzhNCUjupEXh8h31BaRtDcO6sfN9oZJcs7PPR8uFnKpnRJ2ubhxmOSmKQ+im+O037+QTG7CtP1YJ16SGz6npnqxrL/JK82BBsd0JT6CjTCm834/osk1No1zeOlLX3pMzn4lpQC2xauoXZhAUKCCvxfluODemhQII2pKS1AV8wZlSdrzqEDf36gUoCz4CFtSuNcmMwlNzfmJTFgiCpMVhZx7S8QtghSRYne9Bt8OYu6N25HMQO73FbNjABzLicpkcXb3iaSA3hYOul7qWEfEjnSuZNQ44FRU5qT8Q4jiRemz7pMBTGSlaBXifisXB8V8NWJNxp0wFUChAl/H4gDofAnUFl5t2ycTU/VAWMhvZLxFQzIWJEIxxbH/nytEoLE/W6j6nWtHfASV7gSZGUeCsffuJr7dC2AC9PtRo71Cv+/BZ90LcCbSuGTAyDG6kxVDubibAOOoY1NDxHEvGoRXVhkTWgQqotyr1QmxzmVdOvDddrEOjGhBthY/wqLk7Le+6cBgCJzwe+JbZ9brP2AMJwQGagLE1tSLPESuvfCNWENqsFrcuBwI0zGJuB5HtYOU1D3hjrT2Dmi+1499wkcNoGNxPYgO5yIm1UUvelbDuACea9DEUfMkV9RMb8nLQSbOjLlxVY841rjLy36BjvxQ0/JNg3ZGsQDe7bt3skok8xFW87KYELRVsQaUHw9gk+lCgDQbSkCcV+IhOwBGLCRTHMDE3CLi83vJsDd/6ASjBAkJKhxQ6ngQN+DQ5fRCEAninhCgBKLkDSixostqK5V69c896lZcF1JVVEikgd55FJqx14FIQCCgUHQROt3k7G0BdQWKG2ESH0iVSr6wfZoBpnkbStlcrQJ1/bqwfi7VmLt/4EesEFgsceONKHqahDuAcNQIQCBG3BNxZUz6+U+gKx7yHkiae0RqrhOA9fargEuXBHS5HdwfVr7rcj19j0SR8yN3Vqa1LM6py+vx42wZc50GEbn3ZUZywKm3OZVHxo3IIJwBPNJH6MS7/EtmTN2D+iN4dIjGQgyAeK8bUEcWualLjhuxiexhHsLuzWqMl7EldBwTFskFBACH+0kZYsRUmBrV8MAx3Sjsgx86umQaLphLiLl2lq7xZo3DuX7XgKbIOKoh9rqchAvGXdx6f268omuHT6YUNIYcLRyDn7rRUFcEKSzRUOiCTdtYBwXD1Vgy9e9Yxk9+wS9OtDHSDPc6EFOtclVDoTYOl7/85Y/9ASfXHXRBsicMDHsKYVIhQGU/JN9bkxoYxEsESF4gQ02yDBUCok+mm2IPKzyJrvNXEPttWBIumYECxkhAlyROCtBqVB1sP8/IWqKkxBaQ65aBONI3b9iL9BAKoBIHXbL4KCIgc/L8Xq0fMM2wX+fJ1aDc2TCuwzm645Qfko51CUz8XlEBur0Ipb8jLntOVDdDdfoHWNvW07nrLgHD3jMbAYmPoutXwQIChYaYgaHxMs6OoS56e1/zuqZWCAYuB5GrQIElkOw5f+flahCLPkPcipsOSCza1iO4nEcHAhQBlBoDgr0w0v1yL7hm6lDNsiyBE3HQ6z/UqIbCXL/vOiacUJ/i1k9FIHEEqabFBUETu8hDXfSaDSAsP4gO4mhvzqTmiUzP3ydDYsjJvRpPOCH/2N4cgW40CAb1t98PTpwZZxguv4jQZMbe1AoyI0bkvVXsuk0Co3fj09ioaTlHvME8jZlG48LeKEdoEt1qhojSce993sW5V/vvBZlEnCZ0b9ULA+GW9UbJ4BaRiG8ck2srzzy1oT4aT8W+ndpknKWTVeI+SJW4iFY4PmMeDulq8ak3RU+dA/5+w9beXEXCAXZdk/+XiOYR+zk4QASoFCag12mzYZCuou/g6+yBrn/7+bg9H26BgSTu47pHwKGYLRQhaBSTWLQaR8y6XHan2AIh6wSoXMXU3fpe4Y6AgA0AFQNEZfwb6BUnwHLPQM4xWU2OoTNqNd4WbTKgTdRZnOEcgBVRK4xkxAhSEz+gR8jIAcoa6PTz4ZQ9MtCNADtE5Dp0N4REr92g/gk9LotxRAiAQjGzLrtbN+8mpoCU8NqETSzJ3Z6n5xSpHTXtvB41BCTO0U8MiPF+3zTHRg3Jb/VA0PSzwHLBtYsTknedRCTi3q/dTIbgYImxJmqd37GQl+/1W7GsOAb024rXBKhT4hg4t/UMhOWTPCeo3INjqQek0a+LVAtq1d/gt3pjr8s399N2sc5aDpheg5vqzB4ZHDGNE+GTTP7KDZavxoZg1UkSK5yxfoJHd050u2Zxcl41jBcQuQ43mfxlRxsngsqUgXp0XfCiN7WCYeqcM4jj4BYhgRc1X73YEofCKfdIDB/OPffcYweDhQEEOinYeNQQUKEQAZZio0qoqX6umEKnvHTrEs9NIEA2jYLsR0AkhcRGXpSXgG0byDk6+EBYAiFXStAiIYKBkKC0+/ldXZvEEQ+JjuTckwFlKfaGGwDLdQEd9yRpdHk6V9fdC5+ofgCuo9ZFuW7FTwixpLsTAjqsIkqedWnsN1gCun60iDNjbFnx7oVDgzzkDiJoQehaOR/cn/0SDaJTPsqd3qrRXgWEgniYsxJj4wwYEIIYJKPsASkXxljrBpAGwcUx6LUIhJfOzHmQRy8YTQYc5XC7CICRyECMalpXI9/kEHs7GZBDfEgNMbtOXbnrhTF9b0hUne33EnBGxICzZNy6DoGsJkRDgTy4HUSUnNbh9m5ue/cv3ZTfiyMMlE8Evbj2d3WTni4QByCt6zQHKia6wT6vXFU7cpSwJriMAXHQq+q5YnARbsHR/aQOwbEf30umZowXrLFmgiCEOeqUw9n7XzifHBVzjYWO2r0SHBqf7lqJVfitocB/eAcGcr7kdr+bwVSFxhAWEmdcDiRMmO1mJhkhoQvHEc57OO+88069XpMSYwf14y1IHNhQ1wpTJwnQDALF3faGbldx7KQ0cJKW9ar4+1h74xEKXqFRZAZWNTSDKQAAIABJREFUpwTYutOgfix2MN/tmMhDEhAYYtKWJUuJoNBB6JIkg+vyeUTUi84QtcLSAXIEfJZoYZkryF5Ralz2qzAVCbIA+MgembTFq4iIDYKHchUnY6P494r5ZBLYNSsaylm83ItO0ed7O1HdpiJCTvsVgYSFjluO92NwSBNQKR7dChXunJwT99OPbexHsFzH3qN4v+RGh9Krst2bWLoO+aTuXM9+o1W/HYtg73m+ZMjD+CI7XVY/1oVIkJUaBW66mP2YkO+1NQgfXCPxzWIlYMVW3cGRtsTFFICqMzG2oAcBIH1zpaa/khE97k0sTVmZl3TduizdF2HR/63xQZCIXKcoPjpYdm1vBKJGCSrnlfdiLRaup1/96h9ckHtiS7ztd6EjPdfbO+ghf/VknRMch7eaOc0MXOlpLo0MwlOzSA7/wEb3KF79RIq6wwEaQk6kZs7PzTvtDJpec817W1p4q1GU5wi8GyANheaEuyM3zwAdq2itmNZZ9jwqq5QiQGYUlW5FYToZkus9ZikWigvYsvkQEYsekCLynsdk1VCxBpKlJZmpPdclwfpFD5Q5supBToa0JGvvXJSc7swAJrA1h6LQxACZsbkBikTrOEgwlhYCd+9A2fjtF58kA7oSHcAC1r1FqKSVRC1wACRBpWsicCQ4SxCBI9mew5ZPLHqPwCgiBbsXjAFnYjMZlat78RlFovuVf0BqP16VDBDoVlhZuhg5Ig/Zszq4XulqPLgBxAihg1zV4V4X0m+OUm/GTyx1PESk88sZC5R6To99DVz28/NwwHfkSr9tjYBQ52qJgGCt7n3J5Wp3LXu7TiJNHiE78TPX7hwtUOWm3/ksR0Tsd4frunXxyTQpRAfhINYISjen1jk+vRsfRwtOiJcmhZOkXnVqSLanucTSvYkL4UOU7A2p4EeLcB0j/NHtOcaem+X+yPfGZhii3lnLjilnLV51T6ZEiaZkclA8TD2pCQJDDqt93NZ7txOa8gwniI+891PdIvbGU9csF0wpaBi5UdZ/IHt81Oue3CMnRtzE8YzBR5Tm/rbVmUwCUwpWvwkQhU9xtTWSDMAkQ3ySguJBCkCSSgHS1Eh32ICdoNjPHkt0Xajfu97uZCk9x5fYrouSZssAb8fsDkWwFbMBlSQSTiJRpqzDBmd23X7JgLkefzd3THBY3dhTCP5bMWyL1xSHMQIGCrkfmdl7GAM7CcZuZBu7N+fsuUZEbT4VkBEBhBUwRDIUaz+FQLn7DHIHih5bUiycCY5JCwnXRbEDVF0MQpDL6kFB9jyvuBCg5rssSiLW/J0oYDf361vdg/Fwnboo1jfQ8fgbguzH4FyzdQ2AgyskvwkcuNFz6khJV0QwOz+QRNjuce8TnozwhCFygFhkV8sJmKMTaRubE6MWkL3cRSK6d8KQWOquWKzVpvjs9R1qBmEik56m4BrA1f0KYfdObHKtHLMfiYQpW1AZR3axevNECKzse9zPYRNlul9ixfSb3OjXo/oHj4wLIU8Q6kaRMDdUvfb8LrdXjah3Ux3qjBCTq9ZyqNu+ZnFzDJgNp3AdMUoE9FSQvJFHmjY5TJjJCXUozr1jHSeEuIbBxNvh+te//jGZhTNsP4/+9CIqAKXAkIRuWKAMnM8BTQWdjOpApgJhLptKR5hAmbLp+RvfRfLEh+IxGAbfYLiGfvMXxwGJ6/wpQsBg5SSwpuwBbB/LoCsAP3W4rC6E2IvN/GNTIxbFLR5UJFKhcjkAvbeyYkX6RJB7FvP99jBzQ72RhJwwBgqTigToxkJhSkwLQpJxbszDUfCSVqeItID3fo1pMoW4NyvwUzEbT3a762HdJSPe9kb8FohwP5AdFe5YvWsgUam+EJFiF1vHIq7UQ3cvxJB7VIfiw0pFVMaVMOydzrg7Yip3nV++qTHn6rURCNd9A2Vzm0jDPahTgrZtRqLCHKYYE5WICQEaEw4UUkvOfgrCeeUCIoA9ckL+90ZBxm2/t5nDJW/kN/yUy/2YrNo15jBFd0x4IQeExCHpd35z6YypZoq7J1eRlrhZ6NoinENDAHKl1IxOmiDlRsk7LlEyYyp/OSQEjpyUE6YfzHH34k81Ih7wStNiGoKQlQvykMBIxgXjMBBNxssTUfCd+were9EzfOdAwGqOm6YOL8JTpNxb32oYCWKNolgfzj///GPfHEuQSu4OWxAlvORQLBSEIhNg3VevAtbBOB8yNSdlICkLYA2c2A7J+P6ACEm5TiRBbSo6AWbrJgMeipj9Yy5IkUl4ilCSdPC5FchDYklwXRM7RoGKV9tU7sX1KBoKFhgqENabbqHndwGra1VgXA4KUOz3wpneaMZngYmugHugyzKewEZ30cXtnohHucBVUORIA0ghk36umHJ3/7pfuQqEdX0IQMfWlqrxIwy4BToNQoOyJhwUN2GUDMBT7JwAdaZjY9mLtXP23LpaAHKAVoz3bm5WwHJ62qpXq1wX3fne+Q9ou/d+XBCG+CzRQQw5v5xlH1uk1wtckRdBQxACVA6NGgGGxEm/0Ef8NSNyQb4gd9a4qbK9YjeZpoQI05kiInigEUG+CEBck8k9OCQ33BNhjXDUq3FzzmTwUD5xFTQrunTdnC4VcfW2ncQ1EoeXahp+yFmOgMYHuSVTq/BRTvRjZMnUusW7sKanuYgdGCfP1Zm8hgdwHX41+csFBKnb1YBw8eCEqQb517uTaSjEXPNkHOUTDDaOaq2xRl7DErH1ncPtb3/7Y3L23uFAqveFpWD2KmMgt+dAgQ4y7vcC63Kpb50HgBAwwadGEFcv5KFCdK6K1XcVP0CRWKy6XnhhwBQTAHV9AItKMgjIuTcg0JkhLapMwTnX7q4MdK9qNIcpaSl5iYPskYXPS+IWJWxhyeceFD1iFBf2IiBuoFeIikeBIRpdyn4zjdj0hvz+cU9YcZJ2v74ScADe3t8XuXIrAId/hBlxZ9EVMOgV1PKaUyQ+rsc0AEAgZNVQ26CEjVxACmqD2wGEgAEga1Hid8aHIEZARJJOjCCS013zYq3rRFJcBR2vsWeP9qIz+aP+5KZ64yDtlfuEa68bAJRqR72rFWTB9QG4hDa8SIZ4/M7qYeNKdOimOAR706ZksEzNIDP5pSnQ/bkuuNDXJQ5iqMtj4RK1xLe4GpueAkIKukiCQYMhXurBOZFM77fhGtUhd9P51YbaRq5qWX0k06TAZjkpz+C/XOFusJF7/3IdP1wnMjSIxsmaA2Mkz30/OftpA9fsmJxK1+sc6rZfQsXp2mtEcJXfO4ccVfP9dASxY+zxDlw6PPe5zz0mQ17bUum3Fhl0gG8QkISgIxoXzI7ttxZRdmxyKshPQaY4gBPw65vUSbD1ELSg6+KpdfNPFH3fI8tZcPe7YVmA7A7dlYFklfW9sDOoXQOqAMRJJwCU+rli9+AnxSXmCAjp62pY0pIqGcUuacWUCkcAlJ/ilrw9hbD3/3avgMNCHh2lovEYk86p74UNi/B8B9kDcaLEmFm4kgx5EjZUrxwhYPaiGOKzBaF70B3p3n33/9F1v7qeBUsVx9dJRvIWOB4CQ67D4jAEAw4SDO6S68AQHIIgCDhICB5zFQqBg4c5GD7T36kzHDNz/vz27l1dtWrVqu7ed22CuQBWPVuZjfmvHiLCZWGKBEmixri7LYhvqsy0YyQk9uS7CJfE0FdjGvPt+1Ex2FHf1N8BlO2tJblSKeJHCfCsKjYA1pXdCASfoyDxVXMtplyT35c4I3JIwH2HPDuIZfMKo3pIk4RsHEiIipUScgkj+/UZqSV3kRQlE6FBsKiSsNE8b89fYQoJWnKjDKjmxYziqwtJ2U5OQBrv4T5inz3FTltmxozgaUu4hnGxJ990De2x7WsVzNbwnn/JB8iIxNh2kudXOSNp8gyScveRw4C+XlNM3GOO7xsLKWJyBwxo25nPIWUKG0rhx1/91V99bi8wODXnaU8Wy+DokqnERPYhOwIMbKonBqnCTTbnIMVLtgJCEsM2geT2lvkLWkABOKgEfdPR9py0VQIQEfi+kBXJHcvEtARdWZyJxOTvO1fvYfmYoSpLYtpeEhPkQMW8ASXVFacFMD28o3Paa7ADsFY1CFj36FGNt7cJZJA5sg8SR7r0HD1e0XywAwfnZ8YpGUt25K2u0AeUXdDRL9WAwNU2YYP2U7UG+D3wVR3wXeTIegdKQI8T9WxIrGsLTITPONxDNU/J2b5WJUBExYp0IieSrOqv5BLYIlb+lk0BKRmWMtA4hA+qUM/PLtQFlZBYYfuqLeIekTAOqorxKRZUiD9bAS8p8af2pLcHtJKcikiC6gJXsSPugS1/g5timwLAfj0cBi7yD3HmfpIH8OY7yGfXbCByyKUvGOKZ+Ju4409dkGWsEo1nQkj5mfhTDNzKcXvtDu1KCfLKxnyVModAl0gYo8TLB+A69UlCp+JKtl0vc9caIISKOviqeLm42xajnGV8VDsxK3cpdO5palX/YCy/sS4Afn8jaWKXKrhbnW6P1QJpQKG6NMGkOZ8FLGVLgpXMfhccmVDSgABRdXaJvgn0sBKgJAFA9U0wIEDbfgSHFyz3CzDcwwNUXV0lLmkhFICCTGVigRNSYBFDX7wiwDBVY5cgBbuqC3nBVLsNARsHtsBaLx2oSFAAXlD1tZ+2XwBDDNFcuBZ2LMiQqJ7Jq6K3m4BdkBXBCxgAGccXGNtjxgIRyeBXiAO1SKISsK2qABIVAeECbHyFHyIYWHHVIBUpnwAmyMjdCmnNAhJc2R95BfxiCFkDXNoU7Ml3q27Ypmi+bv/27krw81YHep+SplaVZ0VE2cs8w4DuMedrJEL+AxwlcgqAraSu0e1TfM54gC97kHbFgz6wcdbmsM1cS3iSl7hEhpAYKki3q4kj88FXkX8kgD+pvGFkF96qNo0PLsBgxYueOrupQuHH9siiZ2MXGCcRWanvWjC9yiAMEZvaMipqeeYu6jW/P3uLmLiTjygC4kwLTQJlmx6mY8xsKIGLGYUO0oZAIH9d2+W68oucqsKWq8wJ0sIX+vIPpJH6y4/hxsdv/uZvfm4vo3s4LK/9CGwN2+VogpmDc9r7Htz2zMgpgBQICw6gSK66y+n7YnNgpleHwQtii0k4lAlGAsj/23NoDnQPgbHIyiT5/T32dHsABQBIg8DO6kGLcfTDBFcPkmBzFaGq4O5v9IzAU7IpUOjTCFbKB+LCWcnWWK+/79YifmJ8fAGg8Qns1ji1Xiys2V6lIUm1StoeY9aWULEZf1sbHB5gYcTmS0JUDd4FLFVjJA0EStXOrwCt/Zh+TrIsG3ctgI4okJPFzN0PrWoBGNtXiVB7CYmiRKiw+SYVqUfMqiQQQtUcJYzdLBQDvK3o+CK/v0cDSwAqamRFj7kkXNwD1LtLws/5AJ+RhKuQiDc2RiDMo4TOPuJU8usCKQRYDEiqnhVZYj8JBwaSzrenKJDJqXp80++1cfSKFSQ90MWzwEWVLZICbxHCe/xx336o0PAzZA7BorLAebZ38EvXIiDbcEBFy89hCnyAObC8C7I8r21U5hMpkgeQJ7hqDN1eKQ7N/VU7PDMJH8kTU90SST1AeviXa/eFUNvDeb6sTbE9jLuL82DwNwDFSS0qAdptrgMiwK6acnETp0oRkPqZXT0ooBhKUpMwrb4kKwtQcm23KUmWHF9yl7BVU4JJQsTGKw0yjMSn4sDmVHnATqICgj1IgjSJIAiaTtD2JlCVRUbuYqW7yMf9BCT73VedUj8q+/tb0pb5Mj/+Rd4kYQmihxmwNd9Q2QtQCQdjVs1QKspUgYgEZ48yUichIWR+jgU3uBEB88f2JGb2MDeS6z1Otvay4E9SANquzeYIUU+i8iV5SKJABbFCPsSligOhbeVo7iUWFQ/QQzDYHqBItj2YR+Ustkms4g2BJd9J3H1P9n2TnZg1b5L/VRGoR32jnOeUnMyXZ1OV20FgQaDqs7s14IDKjy0lDXGngmQnPmAOticpA3ayv/ur3FRT4gAB6XkIkoGqyrORr5FNBMzPJZOuqhcTkqrKlX/7W4mHMggT++pjFSAsE6uUOfNHtUMWJLMSCXmEL8A0bRJxZy74NFzld9tTrMSZ8fGj+xbJ+7Kgvlsb5iP5CJXkixzBWfmGD8l9249Hbm+PeME6ZPu+cc56leKE9VXGftd3fPzxH//xZ42ggQ9Q2gNkZMHDSbBsTqo6AbictduBOAy5DpCSOyRGsoZrqhR7KpJgEUQcGwtSQQs8VTqgKOhgR+R0jFpCAmQAFsBzhsqy+m0cmcyKjPgeSEouwLovXCdLS5bkdYsgSPEmluMVIHxJsmQgCZJzqIR81s8RnaobyJp/7zVVU6Sxu2q7YOgZkTYAQbLH/CULEqG5ah8OcLKluZZMVQn8DSsn8fr89ti/5Crh8QmAZg4EpGDv0YOqODa+b4ziq/qTErzv20+9a0oAhe8BBqUGETP+EpwLSACc7cV610L02tuTAH0GWUQcKHQSlfnk/21NmTekH+nmk4Ce/OiZxZQkt725hxmKAOMyT5KEmIYFxrm9+aNIqKzv2d1wTYWN4PfkRKom7PAsiAJc8lkkxrWrQMEDPiERq+gRGYQalivIqDTbq0RVrGLWZ9nPPdhVruihQ3xQrMgF3Ua2vWoTWTKuvjLX3CsMFTF3Edo9yVGhUbVYUvds5HSYLXe4Pzzzd127gWhSDRFkse2zeuz88b6EaXuFIvKhoIF137BzycEAVWoefnsOo9TnyBKkgQBckopme4MIm8QAMT/gxgmwTA8ncbdiNDHGx9iYi2C6q2SBgMpg+/rCckBGfnEtVZagIufVWV3DuDi8QMXy9B4lIsHV906zC0kecaFeAFQJx5yQxrq4C1AZF0fraUfbs7lKVhIj5W8vQd9eFH9CbCRmAM+Zay8gTH7VtyGjqUQ8I7+SzLrYBblQNan0VcsYtOrP4hdqQvdsIg4kbwDADoIJYOjnq4R+1k/l36oGlYfErSXEZ1Ue3dNNMjXXJGngyPbmRPWl4mjyFUPiimoF5JApcwM0W8maH4lOfN2z/IEiHzHPbdvwj3sgCLmVOoQkmG9x2TUoCIo92oiXvwG494VHFJ+CM5uKTfEn0fBh45Qwyf59vSaiefdVA2trWe4rRBVC/G17wM4OWieqXSTEteAZlbGvxDRfiDoc1TaSI1xbAvdzsu728FMVSuKFLeISgZCEVZp9JbNYUVRKgFQgyZS65p6wsYoS2/JFZFtRyTeRTs8G03t+BBxHAviz+8IN2MdXEP2+eAVxMZ/wCZH+BlwkBAxfIu12IMGK5ZNEJFEThx2TxlTg3UaCxXEkwWMREqACFCpwBKOLEcgpl7WpWD2bYCHTGH972PcQehKl+5kUkyHogFH3rUvQQJj8ggQJVKxYBYI0dHXxPaCFo7EP4OS0QAiIWm+wvfnQh+dId6W7cQsy9urWortXk2OzNSJGsZGYBGp7Z5K/ysG8qSjY6b6mlDzaHij5GmExZqREvw2Iq5z4n8puez1EwXQPGWFrEhdgkRC79UlScl92uXvNgaPApUhVimNza0MQPUCqOgeGt0ISN72GOLsvO+BvZO17/vX2KiAA5j7ii7xNXdAW87mfvenONRAoII10srU+oSqZDF67mA+fgSUqRbaWqNyjJw/yD37vWRE+9jM3wBhRbDsJ+aZ4wQXkWsUq9pEBFXcPVpJIPDfFFNkwDqQEHtw94NsjdJ4bmTMO82gBJzWPf/UEPcTAs5Cx5QKE4RZibKGI2V7BhxCqTPmqOIPh5s/89vQ7sQxj/Q7REhtIm3mFKwj/9toylBH+fl+zKVewvUKkbyxEquGkv+E3H7/+9a8/+4cAhAP0KD3B6yKYqEqCAVUHWDiwBGjb10UF9yQx0q6HBYqqq25NwrBI3Vj33QQP8IGmJFcZW/V0D13HqD2DZOv3kmwPRuBgbMrR/Qu0yUYSqSCrxKvvbcyYn2ABCAAO4HM03/e6nhs5k9zZEUjfVce1PdAgx7IfVq46R3j0x9yzK5UFmgrxHgIjmJG9W2H3RTV8TzIHwoiYZwRCpE2f6xnGCKjAMn+eka8AJW0U4NiV1KoPfXf3Y2vrCdj6HrjRPa4XBI1L8ud37MJeKpQqEnyC1KuCQJYu4CP6BS5JH1EGivfVmAghImF+26/UK5bc+bXPaqkgfCoiUmqTmUSn0pYMPLP4u4cgwaAeFKQPKQYQd+QI+TC/d9V2iwq/42sqLnPt58YpMcCgAr05VqUjDO4hSfBZseae3R/OR+EDfBV3nkHxQGFCcrvIijzMB5Cyu234bj00hlafMBahQVxUy3cXBwUCCYZN24/y+M++7qFW7qmYaPsGprg+m/JRahrbWwOAlHa7s9zkX3aRwz7+/M///HN7UoCkjGkUuIAy4zMuB2MoMhFAwWibGO8ZtuRFD2WiMR8rg1UP7r09ML5bBQSipOVflRvm3XN0JQsTimWS91xDNUyq8Dx9gw7QARScD4BfAmQCJeX2ioGInrVrSe4YqmsJCLbpaU3IGWaqPaGVIHmQ1Tiv/mBfuXpf38fRsGBBjSlTBNi1L2kA8Gws2auuPKt55bPUGRXL9sBF1c0ekolA8C/pTaXRqhjZ4TeqTNUWictnEDFxUenZOC4xcA1V5z39DsPuimWtHP4kiUowpHzgzNaeuRU2UAEe1DTJnw8DfnHYwzsAu3Ehka5BEfFskqp7tjXFJ81pe5nbwyLxRnmQoLq31dj9K7mJM3MhefBd897T5RQpCLy5laz4j2QBz8i09StEEBFFpMSyIoWPqErFZRc7iRX4RdmCQebes5tvsSzmOkaFlkLMPMI6MWz+EKEe5Yok3kWE9zxyNvBs/r5H8Wqr+VuVP78xHvHg7+7n+lkxKiYUqIiyeESS4EnbXIoRcw1L/K12g2SPVEnsCqLt5QBYoxjhAx+//OUvP7cnH3Biwdb3O7dnsj3Gg+mYfEwHo75bH7bHGsknJsZCB6DMGSQR1UxX1gkoAA6wyDG+9JMkBo7ZN0ZJCnr4rm1hCOn0HqGK0dZe7MIJPJNn9iyuibWRswDJ9lapAzL2k8BJ8Xr+JF8Js682ZVOADYQABlkdU5bIkaQeY8gOHNsccGiADjg4PscsKXFfsjXlxjVUT/pNfOIeObs92yFFnlUiF7xsTdoE0t2KZZ74DUBwD9UTtehuv+lhGVQXgCDBSLYWbCFTSCjQ7AI2gQ6kJQ+qC1+mWkmo1Bpqx/aAU0zrMSJ3fESrg5TZ8dzje8Uo3yAvStieEXj3bX7GITY8m5+bT3jBp/lID5hhh1uNe35qH1KJFCHyxre9xXiA3hoWyUys2yEi7hCI9oo9Awy5RxlLjNQ0MXRfhrO9RWfdurS99TF3DYlYR4SKNVQVPiGZkcrFjnHDM9//jJSYFzHNd5ES11aYKQDaMruVNH+6W7FU8dQYBQfJvs/vGt3dsz3f4BP3PRk9SY99ED1Fie/hBh9GtOTFtorNA9xGImHix7bXDN4DvQLp/eJIBoQpMwjQUR1L9IBleyzMohKLEwSL5AYcVbyCXYB0rABCgOolCAxBBFAYzHNsb9EKeQPo3rc7cThKgGqrsr9g8dyqXM8MsNyLo2OqXSUO2AEkCYvDs4tFSRIPZ65DXjkWk6aESLr6gSQf9uuq+nuONUkX+LAP4EWi9KtJ1tsDY8oHIJCYjdPcY7aSWqs9c2ruya0IjyrGz1Vo/r4KDtVAQubXfFgrQxxIUAKxoANQ+TXWzU78jQRsfO4lsdcOAINKZZ7YgE/etxZ1B4i4R8YsKPXMkoaKF8Hu6zX5HL+nSgFO1YK4A7AST5UI5F7FCvSAL4mSjcnDAI5M2+tLePBBDCFYPouUmPceYMQuSD7wJYUjHQgPRULlWJsjtUgvG0smnk2LTzGFeHXxJ/+AAxIkdYqv8DNzwye6g8c8SnwqRc8iqbKn4uD23LfX11VgGKf54pvwiU1I4iU4cAvGKI4k3Xv648/kfl93O9s9BtmXnyMxFgR2yy18d3/jQniQNW2m+3rUrsdSHFBQ/U58fn/5hxWIMjkW1cMVgJg+DjnYZEg0JlZV6HOcZXsgJll5KE4KOO9xb67V1escXvBwcCCMfUtAjGAM3WvOYEBPsHIgQHtVhbt1ZHsqxT28RHWiOrBtiFzKSbuiFFMVgCppUpykaqGDzwIQY9mebTmnz6jSPYtFOCoNP++hAZLkfW+4Z0Y6sGLBDpQaICpn4xGg5ldACJCroDSI+DFg4i/+BlFALvmVuelL5YGzuecTenlaBcAHgPG72ouNb7WJbLKH/jJCpHLDvLcf/aNffBJw3tO4EIoeZKSCkFQpIKRcChP7qPiLD+ZHr1V1ImGqZFVTYhsp6YlwnoFfkXxdg09K8ogQMFQJbc+2iJ9r+AwM8q8YRij6xigtIL6JcPENSeIemyvJFh/I+WytQkWo4ADfRXLhb/uw5pJvsin1R7EAAyXlu8OgY9V2UJXDb+OS5I1D8dBXrvJnNpSYqa8IA9KpIEI220b1TLCFLeEngiFe3Ytf9hRKait89DutJ6uzb8UrDzR24Kl5EbN8U37hC2IGfrWVZ1cLYo4UUV2+MRxGa6BWePckKmyJo5HWVE/63oxgdS3nqMF8Vl8L+AA7hhFUkodJ6vGYJD8J754/DvABp0AkT3blJkNxPtUAZij4EQiMUECUQQteWxRcwzNid6qHW3X2OFEgKMD8DjlBViRMjJqk3/3Oeij+lkMhS+ZERatqJ/UIsu0Fp6pbFSBo+IzkhghKSF3USGHgwL4XeEgKiZIv8JEuOlN9sBfbA2sApd9sy4d57LYNq+UFuZih4ABvPWPJjK/07GqJWsADAkkfkREfwFMg93hfVS4mT+EiJ0qIWhsqST3/+gTbYvbsYt5UlpIJSbC9PFLtTYjiUZ/0Lpzkb1XN7otU7lvNkBCEiy8Dxa7ZMLd8kurkmSVyqhDfEJ8llVfCFYfiU+XmGndrVI9KoZ7rAAAgAElEQVQTvbtouohse8SVXyNglIAmf8/APmK8b7vaXvUnmSgausCVf1sFrl/P39hNgpJA+X23dd1qkv8ihlQ11+JP5ldrcntKqp+ZH/htMRe1Fkkw3sY0X0Bw2FJBZJ7ZAnlh+/bD+Q0Sac4p0WLG+MUd5VmMby9XItVylfn8+O3f/u3P7bEXTiRwuzDFxHD4y54MmCRGviKX9gXijEtSM0GCHPhg1pxWUusRjcDF/cmdQJF6ABQxxpsgtq8LiEwypo+UAAQGBSg9tlPvkjyn4seoVZ2Ig4U8qsBuj1DZYPRkIYzZ+IAe4sURu39XVexwGs/gs4AVEyThC5CCAHnxrpYV5ID3nkoGMFolkn34nmdkU8ENgIGl4OIb22O5kj2yaP7MOSKoSkAyG0QSCmJqvvidxAMEXFM1VtnYmgOkjP2AsUoXKQJg7tm3BCGEkpXFN+4HcIGle2kLdGGWBIyUiB1KA9BD1i28a+vAOgD+CzvEHyBzL5Uju3bPLUJ83yWv4jEu3yNL/L2qBtCVUICisbO5eINzFLiqLfflKJ6ZIue+iINthXxC22n7sejoZ1xbxS+22FHygKvbm2uYcmOG3wB+ScbPu5/+vtfd/e66Ap9le+TcGort+YLYFiOKFISB3WAPHKlqpqCAX5cwuDbiozr1fdelGDNCIYapwnwCriqIbr96e2RafoMxyAmc4ofsK5Y8x/biDwFDDL8f6vN7v/d7n9tLZhxLsPVkJRc2eGxSn4v8KfFIMgC/1bpeHSnJfQGFSoTjYT5AptW6/rEAEBRA2N8yLDLg7wVCDUXOpDyYdM4qAQFaLM+kbG8CVfrYrapAnwsBAoIq2dpeVYRdugbmLgGyn+fg5H1dJAcnVUqQZGT7xUmaFhxhjN3KY86xRsF0maKq6x70oqLcXiUqEUr6nok/3QNWVDcFMKRCsgI2AMAz88O7uKMvohDMQFEiFpgUE6SSb0i6PddabFirQcHhg8gm35XY2a1kScwiXHp1ErIkj8nzEQDcvqUYokj4G36N0FOr+F2PobxvmTJWByndrU7Gj4B1dbFK1FxbHCjpKgqQYCqWeC0J51cIAdtLpqRJpEB1zDeqmgFhPic5UboAq8/qbbNNpXrzAlPggCJBUUOFQdZVan1r3j28CrZ5JkWCRGQtDLzq+9/N9T1giRJwj/G9q/3Nc69PRtei4ufaWxIloqaF1y2R4g/p8CywhQ0QHzEvtiuvG+PdQid3GBeCTemRA7tQWdKXo7S92A1OeRb+7nvkZXvStwKWHRCHj7/927/93B6bw2jJbAV6FSOHJx8LXpOh2iSnqVZ7MMJdSOF7lSCww/L83krByrLATIVlnICSMxoHgqFnJJFvj4xg6pgUhqhXDCTdmzJQx1etkeoBpl6dRMSRMC6nf1WK41iSpiAHiubvHqpA5ajtATsgE0wkL3PO1kDA8/S1nypRwU3K1TsTgIAeWVBl9WUpAEGAkfduW4LdgLcVne61vaR/j2zVi+ULCKBEreJv5S8QgSDAZDcJyXiBMkAVF9trIahGXBu4+CymrQJBMpGH7dkUkAMhQCYRedZ7qEe3IN7kgDADR/I/FYtPFwQlIEqNqhyxN9fuLxHerT/bS3SqInHl58gRIGV74+52QbGDxKqkYY2f8z9VO3zj99sjG9QKcj+flYhgJPBW7VXVgE9I5D3617jMm+QroXb/rtXo1BXriyQDmKgFpU2COHdbF+wjbTuMhYqg0IDdCg2tqr4mVZIVuzCar/ArfiYxwdnu6UYE+RMFjj1c677tDC5URZBXJEbzI6bEDDw17xSWtlwkddeUC+Amu/ARmHn3oG/PF1TlijeJ++Pz/1ZgSYjYAhAsw5FIsFkGUakJVBU1MAI2fZsSA3FOEwTwVXGcAShZYCDZbg/srChlXJ8lD5twMik2zKm2BxDkHsGNeWHfwJthTVoPFVHdkcRvZagPgiECS4HR08kkHDIiABO0EqS5UTEhU93yJCj8y17mHuHivMDQNQo6gBtAGh8bq8AAxt0XXqUEWRLUKleVGDsBacTBNbufXsWPgLqGJCpxmiNgLWB6QAkyJLgR0XtAAjuaK4miZwW7FsJHwrw9aoFqvH7fE9gAAwBzTaqKKk8i93d8uT1T8Qfc+BXgl5gkOfPtHn02yUqCBtbmC3EFaJJvV8si5ObxvrhE0kD8kE8ks2+Mgluqcj5rXJQkPgI3VF2VLClqpEpzy8b8iSLAFxCbSqmIu1igKki+7sEXJTkJqUe5ijtKpZah+Idr2ibwl0LQVgvbaXXCFEqbRClB+Szf6WFIV+VEYNgWwbqv23WNLmokm2uB3dYFnII9bIFwdFuxhMxn79ZC82fthgWlYqxvqaMEmh9E574a2njMiRjqYkv5ENmGuXLcx+///u9/bs+ggthN+tYiCVHSkghNukVKjGAgnKUB6eEEpIQnOICfa2Ofrt0TxQSv8QD0W5VzfIzMtbp6Hes1Ps98KyDJBTkh/fToSBUEAPAFuMjGQNH3mHWBQkByJBUY2yIOABU5ANIFMHKPKhJgkFIFC3C6bwLr4i5JVZJXwZKMSL2cV9+c1NrV/oIG23cfwaLytxgHYRTIDSJJVFKTbPmIeUVa+Nd92cb2/J3/AhWyOl+9JzG5Zw+4AGDmGsm1UIYvWizIFgCt60CADlAxTr7ABu7J1uaoPVQJEbghlUAFKZfs+bAY2x5gAnTEE6CSkZE3saNnKzFsb+5VH5eUu4a4U6Gp7szn9hQO8yfuzb1tS/AB+fU5Csr2Ne7u0coUECTBvRQF3TvNTq5pfPcVnXxAtaxYaasFWUWgxB/C4OfGLW4VGN2Kpaplc+OiosF5SgkSYp67sM78wVxxRSnhg2JFMvOvBLm95OVnVCHPaP6oisg3tbHtCH5srAogRBlZsqbLsyEYfX+4GDY+CgVcZzc4gPz6viv0qb/UAsoojPv4jd/4jR/2YXsAslr7Si5sEYY+nyDnUJyWJEbW6wEEWBDnEGgYBuC6b5u6h1NsL9AZWWUPbCQTCdQzSkw+tz0AwIaoAqpPDkc2E2wMK9n2/xgY1YKTCkw/Z6+7vWT7ukcbGKr2zA0ncA1z8rNtcIKY1CZJmD8BiUyRjX/2zm/9UrKmZKpviJ3zHZJ134rFJyRopMOzkJKw4HuYQSt/rQKOfo8DxIKBEXLkmSvP6q/xBc8CqMQIwiMBSS78f3uVPUKokuSzKjGVm2cCqD2+U/XtWVXWyCx1g+8iS+zr++3Nk/vxEfPIf7QjxFbbEPreQI+CpRKSaJA3QCqmSlDdBwjCCW0bQMp3JVkxDSy3V4mqsIGtnjGlRKzAE/7W/eHiCwnyvfYV/9JugAHUs/adkUfjUaVLNOxBXaEwmb8WAvrefJB/8SdrksjC5hPJMmfbWzfkM/DSfJLdqY9UUXhSdQo+iHeKLdwyz56Rr8KJ+hccQkaQSjHrvve9BVpX3RXhupSlu11XkSdRI3Uwqm9wg0MUCUWudUb8S85gT9fSRtkeiVScyIvm4uNP/uRPPrfnrHcRTvV1BhIsmCepgTRpMiScAqkvE6lq01vh+K7l4YzP9oPuK76n1ABWxpf8EQbgJJDLCO/CGJIlx+ccxo3ZquT6rIKD8VUNEqNFL5wGC5d8Tfj2GKjE4/lVU4LbOAWIKrCHBxiPsZPPsEfBzCnNu4DpPktj1LKgiFBoKDbAWcLxdz0xiENLeMiaQNM3lEAxWzapRHgJn2dSCbEH3wHmKti+upBd+BPlyD34iJhR6ft511sgjxQG/ibRkEOBDV/wjD0mE4mTEPkgMif43V/yvQcbbW9BqDkA+IiCa0pekl2PqUX0EGDVJMCyopoP8F094iYzyaD+sb2WgPki3cMtlW0TEBtSv9zPvHpGROzurZYot6dEijf+ItZdk9+pUhGPngyn2kU22M21EXjECrBLnCXO94hR40GstBKRA0lfkuthSBQ38aUat0iRb0hQfBYh6wFGkivM9Vm44JpIgFhXxCBA28MFsct/fcY1zD37isviPEKO7ItlhJDvwg0J8673qR3gg3miBNzjmikjSIOib3vxjQgqTuSOb4DAF7lU8JD/tsckGMwkk26U8YKZ5GNSuqKUg5G2GFfQG4fqFJMG2u19AirBK7FgwYLY71VsmFCPRMRUTbJnAX4YKVlWv1VAdBuCCeH4ZBdsUlWKFbOT3nZPOlPFUQkAJ/tJ6CozVQswAJbbk2Mld/PmmsaL+JAbVS0NSIDgbN5KWNubN/NFhjePfRMSkMFqBR7ycVfVCzoVQXvYgBEIsz2mbPW1qpQExzf61jUVq76S2PA90CbDSgiu3XUNeojsIJnwc/MmyAG92OsrAv0N8DAuCVIi59NIqATUvbfA1v5140ByVULfX/P3f8/W7VMkb/Mnlj0DdUz1Yo2Gn9cXqFD39a1szR4SlLmQ3LqgDlACW+oZYsVHFA3aRxad9WAlc6vyQWQkaElBjCEleuyVsfmxvrdCCF6Rbe/Ld+4q6O0VR+RXq9LND4xBzBBF/tR9xdYcwZS7aAuuIl4KDYqSON0eGRLDijzKmsSIfEpYEmS3RBq72OX/YhsxRbiMi2raBZIwWGwjBuaN35kDhZgYqySO5CKN/F3s8CvP5FpyYEm4fMw+fJWdPv7nf/7nc3tVE7ai6upqS4GOUQgeSUEVxTlVM3eL0fZkFIHJwQTVfZ0lpoNpIAPbmzASPelWoOmjMhQGqdLo9hbSFQADsOwgmICixC3Y2vPnOByceoBRCRbOwmlVW20hqJSxbolaUsdYASsSgh33rTf6pYJUUKlmJB62Rlb0z/vGoXswCXbpWQA8X+EbntHil+0FFhCW1CUC86uHBkDI2wVp86PFgtmTET0rvzfP5qpKCaUBcEkKKguAyr+tI6Cg9EAQRAKYiCkkk/3YWFJtT92XgDc+xMC/qhs9dXPi3j1fXnJle38rTn0GSfL3PXToKlqe5b7FSWJGIi3K7MldABWRUblKsjCFuufaCEcJlz77ffeBGIExiIbPwrP6u+SObPMFYMzm5gCJ5Nt9XSSsEDt8VZJ1DzGGFPCh7iK5rYy7qNdn/SvJUM96FDX7SNySvfnRgzU35sR4ivP81/0UgJIbPIML/BxpqsKCCFjUKEfcU/kQU+Nm57bfxAxC4HcqW/OkmOGPFOe+qAa2sBfyL1ZcQ1zwBXPRt+b5GSWXyiNWPv7u7/7uc3sAZ0B6al0ohkGpmhiIvIIFS6AYvsRZiRdbVK1LlCpUCdo1JXQB2WrqAiZDqfYAO0ZGbuF4lSQkL6BLPsaoVOmqFgxMokQWtq/vaeVYHIhtJRzJF4vvkYiuwRk5r4qbPfwcGZAILDTanvRGmbh9eD1RpI2dEJ0eJCG4jUPl42+AobkBguzbPr1ETK0w18gJf0JOODfQrEToGSRZfWRkxLhVuHc7RbfMsO093e62fhAMigTg70pq6oTkQJIz18AZoNx3lfcFBsBM7KreJA+VN/+XuO9Cxe0BvevzM7ECjCU5Sk6Bi+yJWAFWAGW897ATFTe7ba9aksyM2X35m2dTwRkDn92eD96DnO42SzaGJyrgvvTI/m4EWEWrepMk9MHvOQB94Yp4l2zFpbUAfAUmGb9YUiz87P4SIexVcEjkiKK/a2uDb4oJ1/aspGixDJtV7Y1p6xX8jblHYhVL8FPClBfE/PYKDNdSQLiWZ1ThqmzlgW7PUyjCSaTOs7K5mIdrfFu7a3stOokXXiB3ns34tTMpGD0THobIfzCE2vjl5R++7oEhHXxXFG6vslE13f27JrCOL7EJDs7JGU00gGV0RqlTeHDBBIyxXfcQ3MZHfmi/kvQg8QlMrFbFikVJyj97ixhwM1YtBMmX7C+oJSzbS9ortmL1HvXHsX3PWQQT+5V4qaIkB9/7rGQF9NiNnFWJV9JXgfVNXtsjOpi2fr2Kuys3BR6fc1/g4pkks/veW86+vSBARlQB9/WVEoFnZoPu2WQ7CY5dgC9yYHwAA+B1TzcCpTI1f56B/Tyzvqsx8L8+A0lZkIsDPiseKDZ6ga2wtT/YTcVlnGwt1vh0D/dRGfJjCZG9rBeAE2KFj3b+VDTIkbhUravAEFGJ/C6M7X0kf/HH/80JJQcuSLI9REeFaE0N4oAQSrbUKfYB2l1Yh1hJUgiCZ2MPi3pJwea9u1vgJnKiGjb35hq2IHPmqAc+URFvBSt2zAk7IpVive+ddl0L+BAE94D7fFdFqeLugiyxAOtgCkkZ6WAfyV4ib2Fm/pAkPkktZkdqJALp79sPF//mnD+LGVs1FcNyCnxoG1GMyn+wxPx+/OVf/uXn9sCSRKLvY3HH9hyMHCVZAYy78g4wcLSyEkZXqQoEEwjIORqnuPJtH0aldQ1l0gU32d9K8+4bxL6BL0kXc9e7AqjAUSCWLWHuFolQJgC9JCwBqm5UW+2dAfb/7y0zqhVgg7kaF8Vke/0++yfve2WBkArpfl/QuX36+05kLFOVDLwFH7DcHkBJooiEdoNgp+wYj+qwRw/6AoIkVa0O99eTkhAk6gKFgAT8kpvk3nUL25sDgdu1G64PPDBoIGO8bCxZADTJcHuSu7lWAamQfI9Qi1dx0l6jBAegADs1yCJLNlYpVaoHwog6ABdTkinCBQ/ETN/cJgFLhEBZrCLuVyb2+/Zkzb3qkgwKgzwzP4MtlJFuyxOTyLS5Zif/itd7fkP3AlslTh0g61Of3EsFLg6Nr8dGwwW/k6gpl/e9z+7l77qWCfmGX/xGohYH5lkc3LUn28Nr/gwvLtEX03wTMTQn28Niiu7tQ9/zJeDarZ63h5+wUAyJifsGOQRCkdWc4fowzry6hp/LreIBJvdMEXOK9LAx//n4xS9+8bk9sMQcBB/A3V7FKusziM94WAxRUsOsezoMeUeiITncYObMJhwIVC6+TX+VEGNjWiRMTExAdOO6Kpicgpy4xu0JMzYg7mps1QBHwVTvm7QEFfAxSVoQ21sMwdEkDYnHuFQFErkk160pqiOsEWG4/ROORcIBCl2V75nMjzHf/esAH7ny9yqS7fVLgbGKBxngi66BCCGXXaDiy2I3JBJQCHLzJfn5am+dPYCbdRYIKdXjnlClxdDFVBi6Z0VsVKee1feqA8DfgyT4vftbBKRKAaCuRf5TObVC8yz3LAOEWk9PTEvUBUHrSoANgAK0wBspB3SIdc8w8IXsUMHEgUQumd533bfyv+eQ3xeHqNTue8/NW1evI9WSEpxwDUqNuGADPlsFSisMcTBO+OBZJUS/d82us5BEYRsspIrxAbGvGrRormfnK0ruK42RJt/DWfGBNFWBVejAGrnD/V3D7/XFrX/q2htFlJ6wvjNfgOOqerlCEuwpgWyJwMA0mOcZzadrwS2LwbaHB0jmfT0qrDbPlAr4pprenvJBETR2OPbxp3/6p5/bWz3bl4//f18ASVIwEEwWs1DeO2ShL7OQvLEhKx+xbIkTCGLBKvFKvLdXjkAABMkCKzJOsnzfV4zxcWyMT4BKQJKE3h6VodvNAAJWDZCAD3BW3dz3uHabEqVBX5lNAaxnJmEKYNfuvuJbvWG3HA1QeTZynkAswfHFXpK/4AWSAlQgIGw9BUxwSKauIYgAiGvqWQMwQb490sPh3U+Fr4ImRfMzpKRgeA8eAdqX1AFJwAas+lIS40BQ+T0bS8iARLVFHeq51uZc1euZ+dd9GYeq877rfXv+YZ74np/zbwDPrj3Skn/zSaQaSULirFFA7O+Cnu3F/x07VQiQIxRiGo71RDELDd0fsTFPlzCLNfHbvcCIsbmVBPqGqu0Bup4yVa1qjHFZdId8KJ7EpeTCBnrF7dObexgIhxA+LSiVpCTn76oimFuJm58pQBAwLQZxC0fb2lDI+BukEcERS5Q28Sfme1YA9Um8IVaeEW7wQwlesu2hQ/zEz8QC3DQ+BRlfhTWVxGGexKw/zg7IrzigqvVsjPuFQFNMrHf4JtlhzAYkMdL0t+fY5BQOc/uD9zxuYIMxbg/EMDvAJakiDipEgAHwWh1IcCosbJvxSeSehTMAm56XDpBUKSQQbElFZBwckjLQpKEaAVDA8K5EvPdgx/Yr76IkzsihAJwEbUsKhaK9Ysnes2Ck2LlxS4zAEUgVWMm+qgBMWYUjeQhEJIHPdI8y0L3vhsbK/Z59JFKB0HUNyKEq/J4RQCaWXFR9gq/H1ZoXe8eBD9WCpGuegbcEUTAnpboWoEByzSdbe2ZfbW3wAcCuokcGJB7EAljbNdFKCDACKkSBPVyTr5pX8bk9YmybnQoIGEsm5gY5+dlZz/6vfcVOCD0yxxcUAHy7igliR/7k70DRYiRERuxLDFoL20ua/F7S12emQiKmlELz2JXwYoCfqDbFqnablg+84putGClCbN0+8vYw0HzeF9aoEns/xF2PVQzdM7J9lp/3oCDzgyAjAeLQPCM4qnXz2YOzyOPUMr4hD8EgcXDfK+7avZZndU1tUs8s+Yp1sUYh216uQv7lTphH0ZHDjM+iwZ5CKYlTRsSM+Pz41a9+9bk9JzEwN6+MrbozUYLVaj1BdSdHwHSxkoVfkiumxfgmUJWgh4BQtGJEOlTM5A0BKchcU8BirhSC7bExf8OxsCWrPxkd2JB2eyYvgHANiee+7pD9ACxARR62VxWbdGBLhgQ6gML8SWZdDCeISM93X65qQDDdfeRdoOJvARLn1bcBQioLAGdhWbcNCjD/Im+SGAnJZ6ksKsyudPXcZM67mBGwSmLkdiSlfXqqCmVB5YXhs4t7qFCMs71GagvJlK9KMJIFwFUJsF/fQiXpI2nGIQEAKODDVwD+z84MkNwRLslXJcsnVBh9M5PK1XYk6gk5z7jEKyJo3O2pA2rEXNwBLv5mzrUafE+R255aQH2659+bazHNR6yR6BGuyJr444PsRIkzJ7CH/bpvnd8ijTDtrpSmvEmgCE933SgU4CPCBYvF+H2HPB+y0nl7OKBAo/5QBCQiCUfVLB5a5Pky1z1SensEXmKC4XCs2/P8TAuF/8pdYkrMew7+XyXV/PiXv0uY7oUUI4jISt/wiLxpnfSI5O35j/m67xzokbziqieMbq+4+sYBVbyAS3LrQh6gIhmQ51THKg3JV+Uq6Eg/23N4oGZC/a1eBie5ANaVmyZQkN6Ti3ypWoyLoepggpWKoJKQPAGa4LlVaLdP6UVxLGCMCarK70EOALV7NoEOYMCuJRGJnKNJyhh0D1m4PURrEQSiZCvRAC4B3AV/AAuo8AGSMnaJCKnUVLh9T7cqQYD5LLABMoLFvcx/34ql2kVABZWqSbCwD1IJLIHU9lg3FQMpE9ySvn8lLrHTPi8/kbQsUuKTQE8S4csAuVUCsFEtAAK2lryQAv7u3iUl/Fu8qWTZRfwBHxVa1zOQTPXbgY4qhoonpsyNa/Q4URjCB80TEkwiBILmUyx1gav4viuPqVbGJ7bMmxZRz0vnY2LBnEt45gCekklhXxUJlR9ZGijDOHOP6EgI+vq9luTkGSUxBFp8KqIsJr4Ecvu6RxtJ8lkxb75Uugq5Sr3sJFn6Hd/gX3DzLq5sgoef2lfGzGflBMRUDlF09shU+A2jzZvEjRSZP3OAXMLM7RWVik3tGPMJD/g0FYhK2wpbfrHQVWH7/TWpf/M3f/O5vUoIsLlokyxGagLJrYJZjwHAS3qScpkq5inpk8cEFzYsgQNtSbe9YlU653RflRkAkxzci3TTla7IiErQJAsAidGeURMqYDlo/1aAeZZ7vjawvKt9u1KZFMNROJiAM+5bHQO2BqTrk4utEL2LkVTSgp29zPv2AoxTAmuEgURHLuXMyEgPwDEe1RXwNQeXYBmXexTABDyb3neMq/oEmSRMKUEO+hl+TT7jA8YtAJFggNc3pQEIEqq4QxTYXKXBrpJsrwWQPD+VhT+znyqYTVSjfQ2iFgog9fwqQhXGfQ0iH98eyPEjQEpGl5j5kXaIKgZh3J4P3hOnLIaVVAE+NY2ShHT2y7i0WigBfs4nPDtC3XFRCS0YRS75LH/yTK4tmf1s4a35snjQuCiWsMUc3dbV9vq2sJB8bu4RQnJtZevtx56s5EqFEqtIPx9hC5U2fypx9ozsA/N8bzzwFaGnNvCd7RVkYsf9EXfxyW7iklTfs9flF36liEKgqT2IqSLH57qWhO/xCQRd0SJfKkgUPHCiOQMOSdC+4OTHb/3Wb3124JyTFNFTfsgBki1A4gweBnMWGJy625QwFb/Tf8a+AbxrXfmo0iBDkZixIRPLgTwTYkEx6GI4zBMbIpOxC2bmmhKi/nzlTxUZBiZI2AWbUoEjNAKjkiXA1OvEqI0HKZD8AZ2Krr31Hu6yvWpSIjQ+48dcVWTtj6lkAbd/7wtNsHCfZSfAtj0S4hoqHkFzD3uQOFXrBQpSn8+wvWBWnUqg7AhQuqpeEtBCuOs79JUFIACWNLowS3vBSlfVFB8USypcgIUY9nAY1bggl0ytCxFj/AwIILsWRG0v/hAEsQrIJBPg3e1l9wtRBsKSO2ATW5IXkPbv9nySL9pmpvK4p7hZG8BePSWQfK5a86+YldTgGfJkrQY/255PInF3gRGVjCyryIEBbLG9wuJii8ofuVVwSEzipAvFXB/GiT/+7RrUonvWf9cE8Zv227cXu3xBblA0IGRtbSAC8IhCws/FLN8w75QkY9leLMNtCRgWwnVEVcJUPPQ4UcQXvlMwxQZ1w/i1gykB8tP2CgprNu7aG0Wwz96z87viHNYY+30RzMe///u/f25PQrrA2/1mGCiH0YslSQJl1SnQ4/hl4yp4TgoYJCYVYo/f6xe5dHtkAwtSTQEk91e9AAaB21PTSGvkF6ADrCkOnBdJAXjtUQE3YAK4Mb77GknM9p4ctL0Ec1844Znu8bBsbc9i9/qVTfdvzTX2axwSEgds9XJPgkOWgKQAtTAQgPGVyrI+C5QlGkmOMiKY75vduurZM0quSF+8sd4AACAASURBVAeQFmQqIr5ibtrz5yeAW7V73xsO8O9xjwU+4Ex2xLYBrHsBEEGtqunWNaB7D6vx7GIL2fU93y5ZMk9UKH/r2dhYEnHPrgg2Rp9VXamWJFG+4lmRkAIq0oNcav1QFSQaahXfca8mDeMB9D6jOBAjEgJ8EFPd041MU7QQhN5ve3POVyXhLiL0/JI+dUfcGw9cQwg9Y+cPgRFXbG/uJQ1xIJb4f0mJBEgduLYVG/xfVa8oqPqJAN+T/fi3JCceXJufdUEwkk9pQxj8nHKkLaCYcs+u9kdeYTD5GungM3BfPrpFxfZs5xnvS574mypZsUnBafxSd9xXDjVf38gsgAzjwV7aB+bgGIsgIouSpAVTVxNvPy4K8n8LrgSiJIe1eXiGBRx9640kamI4HPaELVkURLoBIN0iJvmrIJASfXrjUdGqfEy0JLO9CVK1A0VOeV9uYTxYZV8HR1YB8MbMGYCKIFKh+bsC6315PPLje8BgHCpcINSz1xEWydy12dq8ITgXvCXn7Tku+1h8ZrGZQNUqMF727StXkQ6VmcoGGOu/GYc5kHR6wh8wUcnyn3uCEvLkOZCRAisfBcr6z6pO9wcC1ioAn7YQJDgtjru1iD2QSJ8lJQL17cUKe5AXgSCbV9naXlzUPqo82CHJAVaAar0IexZQ2YENzTHpVyvBM7C5hZut1vkPO1Bo4AQZVGJiAyBdVcP/+bXEreUk6SJmbABnu20WcfI711Kdk1ZdA3nzbNStjpXfegYYfVcbi3k/b4Utrig4/Epy5/fwS1F1FYzaQS5AYv0NpckCxds2LMG5J88hk0imZ2YX1brx9x3pikykCEHwjBKyxIlYkLW7Ql/LQrEnd/BFZIp6ZR2NXNM1EkgP1dicu8fH7/7u73724TmJJNw+l0UlKgiygIfkSHc1JicGfNtLLILHQ6gOyHs+QzbgJF2s5HdkF+AH5CweUYFJnJr9PTTgvjXprnZmD8zZeI2/K87Z8q5GR3j0fjBSye4eN9px6cvcM50lPk6C0XPavkpRq0DwAmVJXUBKcneVbfs3yBDCcs/ABfAIBYaKDPTMbnYBXCocFa1x2LdLIjSPkvP2bK7vxTeQAOO2alaFa34rF0sewA3osgNfQEokY2DTvaSehRSO4FF5rFFABNkJsJWNS2aSh7UI2DjCx89UmP6+/XDP77P8WvKwzQSQSeDmYnsqDjygzCCPCL+KkiR+k3DHaj4QZdKpZ1fVwBgkpSdkAUTPAuskN7Y1b9onkiDpentzLeGpkmALckABg5Hu1b4zfxcT5HRxdrdKkmXZvquexbmCyzwhpnffszhQwcKA7ZFXh3jAe/eAC/xfMhNzXUF9z+ZG1rQWYJz7e0aycbGZncwfPFCFko/NIx9GUOWB7bXMkCX3R9pgIWXT4kYtxi7+VITAaPYQy3KD+ODb5lWbc3vEhp/zwe8L7f7wD//wsw8F+AG+BLE9dsn5DEyiEfT6Sh72Zz0qMidgBC4CQEDoT0oIDNyqBQPFCO9bnDgQgEAWsLwye8/oGhxOEPsMp0EosLoe8YdBkfWAIdbGTgDlvqe4h9Xrf5g4PY4bcBiqe5nPLmDDJpEf4zHnnNL4OZxqpkdtAhVJDItECpApigigFbjdviDwJCVk6W7DA+Lko3tm/Pb1FaLscremqXLcW9XaapUf37PVJQBgBDBUjpJGe+sIArtYTAjg7/YR92CT7jUX8PxXrBqnxSwIoQTNdys3Ik7uC9z0BcmPxsPmiMX2gIv/IpUqI/agfrDrlXG35xcSD7+h8sAHRFAyQdra9rlrbShyrq1q6lkF27NXTxy8W6zu+6d9hk+wm2eDUdvXAzXMo0TpXrBSDIuDKoNAn+35v8KG/cybQolk3pXdyC3cYj+4CW8RVPOHNEnG21fZVyJy33sqnhwh+RWbYR+p+S6QlPxv24Rfdn0Rv6auIFJsKunzYRjIJm1X3gpaotYu8YxIANJ+F19ur1CkKCGT8OHjn/7pnz47UH1Lhu4RoIBdFYd5StScUiLA7Bn0ZycrAVkJB1AAUA9vUU6N7gsA+Z2xM4jxMjJ2JakB7e0ZtbLv9qRojJX8x8FIYn1Pt8RyT9ORzDi4e2G2EncrMw5uoYlJF2hkWYGr8gGoPcNY5UpKZR8Axk6kaQDrGhy042BLgMRX2BoJAN6Avwmoe0H7O0nUtYHh3XZSWQ9w6U2RwCQkshrfJOHzs4I0mQp5tFASobgvSfDF/7uoRMCbH4TPFh9z4ZnMH5Durg3klR3EksTElxEINrd+pIsHERtzjukbD7mRzyD4jce7+lpF7Rn5jXi1IErV15cziC92YnPzZ3El4irp8o1u4WEz8rDPAHSVImXnniDXRYOAm1+59l37QJGQEKiTiOr2CJVkITEj2ZItIgELkZIufBI7EiPyaHwUCgUFskT96AElqkf+wy7i0D3ETIuB7ccdFtpYWjx8Q3vCqn8Ego/CMfixvdaceYSvcOu+EdACZVjUY04VHWxqrs2P/GP9kX8vpm+v0kcoeqjK9tYg8Elxqp1U3JC7zJ/Pfj/rgXNgdRwRW69sRp4AIrR6jF6yB4YOC6DDdxO85GTiAJJrGKBgwTg4S7diMRjJhKwiiTCMKlWFCVAq6wk4E8OBMB0By+FNsP1yrRJUS8jJPYf2nkakWvA8lWWN3f2BjsmW5AHZ7fXXXsaBtfEBC5oAmLYE5khu7IpzAOkz5un2ZgUucmSNRE/uEgSSrYQtyQFlviKZsGOrKgmXSiBZsCOflZhUwfy+7zWndGDMxmm9BYkXU76LGrsWQZtG9cR/kF4JUGKU7K4CtT2yBpQBv4R9308MsMRtzzIAznrXpF2AqTLyexVKD74h6ZL8xCFQRnqvesYnui1PnOsVaq1YRAiX4AibA7gSbn6hh0lFYxcEGuCyvcTYdTyqN+0+PireVITsJ/7Mc9s2WnMSjPbIfc0sv9IC+hkpkXDEtLYa/7ZGwWfYwlqinpdOaoe9SJI1EHBWDElQfKKyP9xkYwnbPBkXPLjSM9/pl/yD1JoDcco3YI/CrWcr+FvtB+QbOYKFCkiE0Xj6DgRFCxVYzkCSFDrGed9M1pyhmBKbSOz3w2H+5V/+5XN7LAlwAP6uSr0vcOCEHtrPyVZYp+TWlcomDLhgmxzN7wEcyQ4j7MsZXFeSN9mcV3Vw36WNqXWLyn2zCiKjWhJUmCqn9ax90QOCw2ldm2Ozk+TAiUxoD4UHqJgfcBTsbE8mUimSQxvcHIm9MGoES3BREzgt0CzQszVJEHABPYGo1649IbH3tCZ2kcT5ICBH7vio7/lutw0iZdogCNg9JEPFLwnz6V5LkuQ/ggdwIbnsRJVCPFpxSPr8RZXnvqR6z0Qy52/dn8k+yIgesDmRHPgh4OgBJb5sCyI3Sgoqb/FGJZLA2xc0DjGNcJqD255wDwm+rRb+bV7gAXKtSpFcEC3+VKn++iSigNBL1PxbHGr51RfENxKAfKsIxQ4f4KMq2FZmiJb7IuHWPiBc/A/ASxZVpxB5eMU3JUT2RCQUGIhHiwNYC4fcB14hXkgxH0XKq5R5Fkn9bk0zX55d0oNztb0q3XjkAn6ueJGwxSls6jkgfIHMj/DAQmTKIVbaBFoc3b1EKbrqLDVUsYR8KhTvC2363Ioq+GRcH//8z//8uT0Z+77kvsvXVVGclnGxf86CYQhmTKgbxAU3Bi/wVGaIAsAHYCahR5OaEMnKhHI8CYDTknhMbHsukgPWxClJFAAXgAI6Sbe9IBUGcMNmgQvFAXBhU8ZbB0MuVJUC0fcCw7UFBsWgQE/aomYAQcCgb2Pe/J1k133rkqw+PIYI4M2NivKeMteqShBwVklXVSfJ3bPZAW7flCZ5XV+9OwkAv0Spgus+3vsudoQP0VPFSNCIEDAogEkefONWHHyUiiHZA6UeWgNM+I/KRvy5v3aAIyTNX1UEVSdSqd1l0Z44MI/kyV7DWIGhKk6byLUd9MJ3+HC3RFInYMYFfIkH6Bkfe1aqV1lJluYDnrEPGf72vLtKnDrAV8UG/1KcSKASEx/tFjH3oQLZGmZBosWUiDucVcR0VwTchqvuD/Dhq6QLFySVnmhZRWh78UipvFWfcfKvxiGVjk9K9nAfeeRnxuFzYnx7sQrrKA9wiyKAkMFwJKrrnsSRIlRhY+zwga2RKzjRa8mRCAT8VOGLETFjvY8iC75tz5+oivwYjn5P2KQ3TJ/jSTbbMyYwYUxAIdEIBOAk2fYwCk6BXQiqvqFqexUsx/dVx7/yj0mQsAEsJcAES/p1VokNI9bvu3ujyRgCA9Bzku0xdBPDOSVILF3gYrucoQfy37OABZG+LkADWJwXiLavwqYcSzBjj4DKs2K5grvbNoDxXc2sEgMqqmL25Qs9GMFqYbIj5QTbvWfUA3PB3VOR9Jx8GYcKUg8WcUBiPE8XsPErFaCetTmQ0FWwfJUtPM/2gAIoS/quTcGRxEis7NfWhiSO0YsDyQNg3NeOSlx6fNtbsMO/gLL4BEqqT/6I/G5fiTPsYGPjFPvmjQ16pvJd/CPxsIcKWuzYBiTmemQqSZS9kGxgDDApchQJiaGVrHlDGu+RrWLHM8IPmIhobI/UmmvyuZhWSUtmFDB/1x088FNyh32IBTynbCk4kGL+tb2krn1kjtlDrMCvK6ub1+3NEwKMlJgDJBjBhlP8vDI21UJxgKTxc/aCwRK6PNS3mykE2YVqeN9QBj9V2OzW9ViUD9eHj8YOH2CKOFHcdY0Em181GJZ8f72mIJaIJM5W2ABeL8NAyXoSE+cEsBhF907f7RqqAdKMvqprSaCXoW2PsZtQ8qtAsNdbYErU5Nluj7A4RAWLsXp2EwUQMDOOX+OrigER5xXkgJ2kRFIBUoJ9e/NgnlxDr4/EJRFyLHJk+yRsyhk4ODsIKpUb6VDwd2W3CpbNORaQQ+IsqLmf6+Iu4zJWwevn7u/ZLLqyOKfSEsA096pzPgqsSXHm2bOa79oBQfC9zyB87s9H+Fn3kt53axu7CgSZlOyQKCDVap0vuI+YEjuAFrFAjvTem9SArM+o+qhkKmtg7e+6Ap7k7W8QBURGVYccUHCQFAu1tkcSJWDga5EQcO65B9vDhZ7QyJYOSJH8zZv5BPx8BBnv3nN2APTiHan0WWoCHEHWe6gIQmp8V0JFMs2NmLnbLreHNdRCeKl44W98wb+ws20b2C82KIHmUeJBEF1LgupCZb52E6KkRVWRI+5rVJuw78FJMBAJUf0ap6RH8Wkly7biCpESU/xa4qZmyRkI4vYSNHWMPZBOeEah8OwKtBYtxojMIYBI/zdAyjCc5wbM9pyTvAP0OKXJ5+j+/r5NaHtGx9QxegCLjUsiwFK/kPywvcQsaAA7g2G/nlUSM96+nEHQmnzJU3I1GRgjEiLptbITWMCfU3gmzgoUjRcAs+P2HEvVTQr0GdUD8NGeAEpl0BbokD2BCbsgFvfADYmgK+H5i4U55CjEgVogQATZXVyxvQqH/KRlITFTdvS97paUHsIiwCRPduG7qhh2ApKeuW8kA4Lmlu0pAoJK8uUrqoYmD4tW/O7KaK51j6tlx/oqsmt9hQQIdJBP82kcfBfz3x7B8rfIBxBCOtmNUtGFpGTE7q3fniSpAjGfbG6e66PAWdIAoOZLHIjHe3gH4thn8i8JXPsNUZZsgbHqr2dQ82sJBeiqSmGMJCu24WvfwMe2MIb/8mcSs/YJ0imJlAhSl/gkIgyfKIAINJ9WvRebkSOEQNJ3LYSd2uFedvr01aYKCuqAxIysII3yDGmfv9de7OAaVA7jsY4AYbxnfPfFTIiesSOXfBSxoP64NzyxEHd7qoZ2pGdAzsSsfCP+xGkLRgWr2OWLMO/j3/7t3z63lyQwWH2bVmb3mDZSIaDi+AwkUWO0XVF6D0QBYKp1wMoJ7slZQGB7zEXwSu6YF7YLtAEqwzUxuq/PClYJBkgypIC8BxFsD+AFmImhEpCv7wsNVJZAcXsEhuPobUjkHEl/ksOxc8d1qynXAGTua5zYu8qoe0kBGADVdnB/gKv/bW74RKVn/UE2JZuZe07L1kBQgq9Ub/48owDTb7vvSBbc+qpNZoBVTxY4AxWSICUAsZDY23LRqzZf9/WtqixAh0AitiTg7cUMyVfyEFNUBuAI4O42ue3FEP9C3sQOHxaP5rMVrrm+21hUbIBWdaw1hCx0a9HttQJORAwGXXlWvHbnB4KJHCGs7ifJiinAal1Pt90gyGJXRY/gUNou4RJjPdcCpiBaPsOPzSs/45NirjssEBZ+JYkYu/4ppY4dVW6SzPbiXfsDCXB/bR3KIP+/ZHx7mAzTtFzd/55pDpMRCXOwPcxwTWPn55IcEok4KOh66NA91x6mwH+x4nAbXwqS+gQFBnE2X3yYEs0HFKt8uMozEuT6VAKE9RvmdV/LaMK7fF1iwbg4CXYCpMnbHoBE0U3wKmm9O/KsYNIzJvW6BpCuZGnCPIMxq/pUcRgsY2CoXSjmmUgSHIgUIolYYCQhGn9JieCUFHyWnRAIIKN6EAjdUmfi2EOQcAJAqv8GKCxeaO/T87Khawt28jbw8Uzu1fUDwIYMplpQZQFFki/QFqitXgADAiXwMGgBIIkIaom0++lVECplie6uAZDMjEPC6r51Y7VAjg+qRMyT8d8tRirK7fmVWOK7rm2+VINAk890daqqqK9O3b6+nAE4iVM2Me/bAz8rcc2rqgXYsQXypqe7PQAy50g1KVcVRX7twR/bqyi3R1zMMb+576MGdoAWcexq7Bvn5ouNYd5d0yEekdDtJb4bw6pRNocXKkvtrW5T8ln+K+GZH8WB5KGoUrk1DsUq0sbfJWjkDAFCKv1bnPdZuUEVTN5WFJgvcaBAaxuVj5pzBFo7CUbCDUWOee758hQcNpUj+LH5hUVUW+NBsnotpFdRAHs9m/GIMf+2h61H7ndaikiIVg97yovwrFjDny/x+r5n+4/+6I9+ePkH0POHHmR7wauSAHr+hlOo5lrVbT+uemZErE0lTwrze4nItTl3zzC+R0CafBNG0hU0KknX7opzxsOSgB2CgX2S7wCDyh9Ib8+B/a3vMXrjxACBs+X/iM/2kj67CCrgaFwqDQCC7TaIfPYCOmbP8SgqgAFJaL9LEOsrk+bMq+CSLCQEgaKi3V6Fdg/HtxqVTyJHAB9Ytacn4MwPv0IaVdraOcidYGo/lZJkvsQIe7gXoAcGArK7I9iHikA1MD/AGLEwV3y8yZ//svE9WILPqtzMld5jAV9MI6AqIuORmCU389j9zhILYueZABe7UB4QaIpXjy52fc8r0QBnW2nECpIHxLtSGUE3HtUkIijh8C+yKFzgI9trPWkHsgfCB0eRJslOkjO+7SWWe4Y++3l2FS0yKcl1/QeyhBBKPPAIFqpYKRDGV9Kn58s3YYjvqVUWkLIjwlGsYRfjQWoVECRgJIV6QFHqy6d8uR+cgNXwi1oFY/hClS4kTGxIlOZErhKnij52asvMfeQosaqAvG1ncYd8d1GjHOV3YlhsfPznf/7n5/bYr8xuQHVWziBIVWK3h8fxAfs983h7icZAgLLEDag8LIat4u12EuAi0O6bc1TxksolHH2hAkORush6qgX35QTABmtvkiXj+YxkQT5zDWwT+HDIHkAgAaokyCqShv4W4BL07NUV5yRK98Fm7xuGJFD/AtoenMJPJEDJA9iQVu/7ztm+4+Kct08KXIzTYka+49o94xxQAV3JAZjcFZv3DWGksu1Veaom0hvCoz0CjPi/51GpbS9GXF+Ss74BETXfQFnSL8G58wUgEGsEQgUgcZJau3odmeQTgEpFDez4ACBtf54/I07GpxpHtgErqdocdUcK8Ocnkr2EB6Q9I3zQDvD32/NXpNezsjGfYDeAao0HH+nzAlb20muVVCklqjrz3ENYEEFzet+VLlEjpkgCNaZtQbZEJuGWAgROmBuElL+3mFKAmSfqGF/gi+yJnJBtu47H/MHm+/092vUeXdx92OZcgoM9SKWWhrzEFvCuuyL4vuKNmuF+YhrhkLDlh0rlciec5M9IgBXmfOYm7i4uNlafocCJpY9/+Id/+NzehGMQAqaHr0tGJlkFBoQAmSQBUBm2b+/iIJIVwzEkpiUZu5ZEoNfea1nZSoKTvDysKk8P1yKELpJQLZkEjmQbkCrGIhw9DcHeVymSkjk+4DdO99cjxfzJbd3vLPCALsdmJ58R9Pc84r59CrkASKRn10RwrEi+b5gq0KvyBB6HAy4c/r5dDBGrLMtPPDe1ALm7r/EjYQruErW7Gpb6gv2aP4TBvCOM3cfLR+9WMEF894ciGph+e43kcv16wHqPw1Q9kBBVRu35I9eAwrOYA31CFaQDVZCmMnu+6D7iy/wZL6maDfp6VIsXVS/WQEg8d+80sstXut9ZnPNblRAiLzGym6pQxdizFfi5+2pN8R/+rCARHxKS6nB7W5fgEayRxBAZiRw5Qqj7aloYgywCerF731TIJ42vEq/kjTQi/zBIbLgGbERa2Hd7OMlPkCQSPsyhCMgH5G/PvD2so5bxa8kTSXNN84pwt/K3tgDxMz/iDg4oIN2D/apIKEQRF3Hne8lWzjJHYrntG6oZ4uD54RgSIHYpKua7PX8xCRcRPZ/5+K//+q/P7cmxfqEyEgjbY2mMKqhURAYkeQB6CZ2Gvz2ZWE+WI5GvOCtHkhA5SSXxex6zIBck93VsZCvJrIvOSDU+KwCwWpOhFyXJcLz2zrB8isR957dxq5AoAAKk45JIMHmVBHAGZLYFcGYEoq9w88XpXAv79+yAjNpgPK1kgYeAI52qYlSbVvdbvUt96VuCVJ3mC/jxN6xcpS1A9K76+jzjMT5A7m8kOwnUeH2u42Jjchn/ZnNJFTG7hx6oULbntwCJWoD8AnrjM3/G2Z4elt/zDbYfq/Dt62tAjaengSElSKP49Oxsf3226wb8Drm8Z3ZrN1CajAth7DvIkTTSOIKH8CGA4lGC5jt9A5J5UtFIPMYBa+CXxACkEZ/tJVNEwd8Yj7/t+pPtVa1tIdwzCdiebeGH+PQc4qQvK5F479kXsEahweYwWVLpiYN8U9zxDcWLfxFTZEBsdR82v4YtfFCRYs4pFxI6xaQFI2wmycMpZByZYnuVrJxWe+nZi2k4zraeRZJnVySz21TvC2gQVYWruacG3VeytpXnuakWcqtC7OPv//7vP7eXfO8bWgDt9sBCYixb7Gc5orIe4yHnbo/tSySqJg6m6tUfuP2KntzlgTmKnqYvla3xISGSbg0miDmUpIVFYnFs4TkEXbe0qGw4NOnNPe5xlALVvSqVmFxJQZ/S/T0DUiBgVRcS+PYIi8QDqAC5LWqqJ/PHWdtXMnZMWjCzA6VGwgFsArESoWv5jAoEsTAXwLgnPfXe20t0Eh852/1dg+TENzDv+qpkLgHbz8sOEqd2gHkHilVd7mEJQBGBAehA05zcV4tuL0YlXuCo0pFM2VocuJdWQj8DsIxP+4aszWeR9668BTYqZdWRmBXb/FuCV2k0yZl7P9NeYmOyK0JNFeIrXUSFaCK71ETA6Zp8WEKQMEvebg8fQaBAAHZzftWy9unFE/+iaKlGtZkol1RIXz2ND6GnGiiEfEYRYBwIDlWhuCXBSFYk5vs2Or10hN7ft2V25V945G9hHvUOrrIrlWp7ZAOh4pP8WCzxOwWi+Wy1Dic9E+JlriVX1+haru3HBZNsalyUOK3Wu+UPjpn3tlERGn5zX1b08fl/d3ZTjOf2QrcHrgYiMLEAPxfMAgSQ9Mg7lYQJAX7AGhsHrFiUxIQlbw80JELVgCrB700YMPT7LgriUCpVTEvlDBztwySvYdbdUC/h6i2qOIzTs/geOeHcrcwkHk5qpT6bXvtJLvfY0+05g7/1/a1KARZiRnoq6AB6iUjyv+/SBSjaF6TWVmhsDwCQNuqPZ2B7djO+vlTe2MlNbCoAJREA59lvotxecLr+rbgFKLuRSe96jO1VCewjed5XrCJoVBcg3jOfVT4SpSrlVgWeFTjyjfbhgIrP3sNr7oljkkgXlpK2kUq44H4kc77CbuagB/JIpvzX98YsLo1LFUpSrPzp2VTyxmfOJUYKnDikJInb7YGsyt64VJuSmzm5Z3x3HY+kAZQVTQjhPV2RD7BBFQkJRkzcrXt8EgHzzJJZ20liWlHAXvzHs9w1JOxXIkjtkeSR2HvyIDsZvznr1laxQsFROMohd80U/5e32ubiq8i17+VB/uT+Pf/gfvEFCVn+sQYJ9ihIYLmcoljo3zoPAhYiFh///d///bm9CQbinKKOL8sDLoxdZWOiJWgDE5A9tQbLNUCyFOcAMv5OgOqhNWGTp+7iEROnl0GqsDgGIzNZfRYSuEkmefsMUuKavvfs22P/Pa60z+rZgDAw9LnK/oL6Vq4SjMTk7zgcp+ihFJxAogY65oIN7pnrwKqk5L6kBQlR+asizJugFvw9k1eVpG+k8jIegScxsaP+Uxeo8DX3F3DsA1T4jgQNnCufUSSAMOmNve4rDX3x0e7ZFE8UImDMdwGEagtwIQ2t9jxbq9ztyaP8TvVgDlzL+ovtzZskZnzX78QBolh/50/kbMkLUKmwVWBA2jwWFPUK7yt6jYutkQDP5pqt1gE7TFPRUH2Mm/LG7/zb+VOU2OevQnWNaydJFVYiKdsjt1ULt7cGQHGg8peAEEVYtL2YcE34hQDCQklYImf74in8FP8StIQEi61z8HM5pOssxMjdty/OEPgWTdsj4SUSlygjAfdd22Ks2/G2Hw98Uq1T1OCBZCsOECz+bj7rXzCEf8Ne8Qc3xIHFqM6P6Fsbb1tSXoETH7/61a8++yELRMjZfbOPSVW9uLGBAVpbH4CQSpP0tH1dZS147rtg7ZPlFJhkJQoPJ3hUx/d4SklCfx6DVsVsz8Gx7LsymGpAUlI9YbA9YcmESEqcq6pQ0wAAIABJREFUkFylosCkJW791r6/1cQJFjb1c2BzX7DOnj2jHclQMd8taoIbsF11o0eAIgqXWHlW86VNoYoAoj0sQxAJhruy1fY3PmERk2BvJXTPUCY1UygArIVI5psU3v2y97AasjE2zo8EuZixMKs9ZX/jmRAdtufDKlwsnfxp/NurbruifXsE5h41CzjuoR7bIyViRMz4As5IkaqiC2YkKzZ3fXMv4biXeWbX7vwgOYsn4wHSlxxIDKrWrpcR7/qCsERlZnwWD4ltdqKiba+XiERK3IBe0vBsAF5M9ZwGc6zNcU8Qk6glOYqTBN/tlRQa6kWrye0VQlqL/IrS1Z6/sZLTzZeCDfmAQQozmFOp3jj8jfyC6JOHjQt+KfL69kOkxGcRPHZAduEte93TBLfXMpSTYA2SdEk4uRvG9Ax9+c5c8wXjoWLIj7AIZnYLImIj+bML3Pz4nd/5nc/tZX+9ToBKftyefIB5Ah+LSjijSZAIgHj7b5KsysY1BSB2JJkiCZymL03nbCYSgKpQ3d+/EhF2WXC6PQRkRGUDJIGTwAUKZUtAGUuTgE2+wKRMYPIq7W6pk9QBAUDyr4QjUQIO/3alMtuxtc9yXiSKD9iuAcxb5QkodpLwrCcwf8Yt6EiX2Oj2/Ijd2EMyowyQyLFiK5u7fQqR8hm+isGqoJEPwMLvOi5+634kOc8quUgW7GecfX2r5MCPVbCSujaT79nJM7aaRuwAqmqXnCZBGifSBtS1VWoXfUljNg7j5iMIdnuMwNZ9XB/I3RdTiAN2Q8i2t4aEPdjLcaIUFD9HHKy5KalkD+CnwhcTPovQIAm3r9priWXkV5whS1of7AeI22qRcKgpbMymiINnkYCMp4RLUkcixaxrwDi+KRH5OYl8e/MHJ/m3tRBUAoldcXeJ2PZWnCMjkrnFqWJc3CEJ7FQVSP6R6BRtcoMCxAI7OCKGepTrJRBixDi1H+QWv+eXXegJH/gCgoxIKxyNk78rSqssGTtSdBd2f/zBH/zBZ28iuIC4oOqAVBz+VXmragC6gdxN572Wn/le/4azYI4mUKLv6kGMnhRiKTz2q6JV8aoOMESBuj3H5wyeyfh81v2BJoCr7O+5Vb+CGHDd19JhXgK4ROJKy9icYAHOEhUGjbS0r8Q+9toCGcwQMNhaADAQi+5xBWr6zxxepej3FuWoUEiXVTeMg/8IbqQRgfFskr9KpP1wSVXQkkPNNVBkN7YWRF1BLSb4O5Kih+cagBQIII4FVhIvn71n46v+yIqqdPHQFgIpDiCwqUr1HiWrMkMuPWvHbKwAC2AggmKIXXs0KULH332WLcUKvwPAqvZuEZMkVMX8/S5iknwpAKqovmuAPEwto6pITHwUyWRHv/dc21sMh+Agk9pY90UY2hMSZ1VGvohAwzZ+BHvhKzCn4LS/q9DSrpFgJEDEB/E3z5Sk7p2mKPAJ44HN5s09kHXjr/TM9xQ2nok9+JE2jaLPvfoGPu0h/W/kiU3hBTLJ3xRMPSBLBYtkimVzYTzWcFgjhND2zADEDz5SJBUQ8OOqWO7lQKPtJWrFi+9V4R+//vWvP7eXRFwUgHUFm0A3MIEpOMjJ2Jv9i2S/Sl6MLTFiIybDBHMKzq2CbV/Yw0hKkpZKX4LBiji6QO4iKhPhb4AJyYQNyDASOnm2QG+MgFtFz7HvghkyC9v3ZRZs6G8lUZN999aqngVIT8gCJkiZvwXSwBEjve/DbfWiWpNUOTSWDUBcEyhKypWDgIjkqprUd8PG70H8kl779JIqIsFOfJWv8C8JnH9VwQHGyBJwVEEDJUHWle/bjycsUVUQCoqNZwEMqtB7TrhKbXvb2pBtIARAJHefBfyINFDcHtllD+AoLoFfzyzYftzJgECpSvzrmcUKYsqXVZYFVIQYoTef5sWzi2k+yj6t1n2ZF/7vfncLIrwwR5WX4YDxSQb3zGnEQazAvioS8Ekx4NmofFo9lb63l0hVe9sjIeLMPIlpCxSRODiFMLf6vGsvPKNWlNhFXlyD/xXn2di8INX8C0YiIWKInfo+bNfg39QL2KaoY3t5AM61T2/OzQHyCluM8+5JN4aua6AOeFbJ3tiNR4zBSrm2iy1hHtuyPUXw48/+7M8+twcQmA/5uAsIJFEP64YYGONzPNfkNP3C+AQ1VsZZsRJyAwfTF+/RcBgfGdvvTKQAVQWraAFM5Q39BmwN0LsWZ9SPUPUBv4KggJNEJTyABXTuOeQ9ec0XcnQ34UsWgskCO8ALrFW42wssDi54fJbNJVOHCQDFbnliWyTtrogkQ96DXvw98rI94gT8VGISpQDkzCpbiaDbDAUWoBdUGLX+riqVLxhXD3/A8hEK/UBAbt6ADPDzrO07U0qM3bU8k+A1v3wFkW2vEYP3/K5pUSjQQSwkX7bp24v4O/bvGRA+KhX/I9H3dZ+IAHARj7fC1rulgCFJEub2yKpqSZzBEjHjXgiPiqSvePRMqk1JDUF2DbYFvCqlnsOPYKmc+Q/CripHUvgE/1flb+/gE6TWVjT3N6+SL2XMWpcSZ+QH5mpHSPZiCBkxXhhQX+Cj1DAkG4FBQG/M8Nm2WsSfdiUsVKzclzvBaEmuBz7dRbn8SJLjq/CMz8K7xo65hXWUXDFkASwbS5z39LLtYQXbwy/jQ5YorvyP7aukwnN2QU7Y8fs+bGCoAgEQfX0eJ3QD4IxhARuVtcVfAL9vhDEArJcTchzMHTkAPhhRN64LeBWz/g05DfngrKp1faieKKY/A+QkZr0UEhInJsX5XKupu69YcsLiACfQNg4gSIXoZ31GsEg8KltStKoe825/F8EhpQJ4YATYPCOyIEF1lTh/4aSqOjIVlsl3VOScWfW8vaDg0J4V+wVgAhZYCogSQyoQ4gfQsFv2Ya++Lm/7sQ/nGoioBGAVtL4q0omYUS66evy+T/m+HxsQiDuJwVqFJn+tAL6HwfNZCUnrRfJQfVZZQmgkZONwP1U8P+LTJMPeD3BLtmzNr8Q8P/J9K0bJi33uQjG+ASQt/IEbVW7EFwLI7xUcEiZcU4mJC1XW9kCWEidmxKqEc1+2IXlUGaQMiREJ3LX9LbKN4FAkOn9igk+aLz4Bq2GPYkGl2Hd+wzSKqQW38BWJVMBJpOzbIk8BY12ARAgb+RmChXCJk67j0bJzFoCq15yobOGEvKS1V2xGKviPxCzp8x95ABYiPn0dKWKuCJUj+Ki8I7fdlmjtJQfw/3uC3scvfvGLz+0BAyZowntylyAF+ADJz7ETVbCH83f6cdurVrAhfSMGYxAM6zLrJmwAJQFLXiougMaxEArG6FvEOIzVk+7HWbBPwMXR9PZ61OaVVRwfaAJJuPdd24Kn+ywFlkCTgDjrlWyQJ0kNeG5P7mcnCgmwwSIlM9WOQO1LI0j1qm6JBhhfeZQjYpCtZO8KZYwe4LM15wXExl/Wa8GcJAowAQibC0R+JyGw2/YCzDVVjLcSU1HyFYDRt/EAdkmDoqT1ZJwSj8oX8PbITfdhW8pMj9LcXt8SYKh0e4KXCtXfAjJzYnzi0M9LRlRNHePPvsSda/JHn99exaXSQlhuOwl+mOduQ/WFVPIfz2a+EDE+y4+Ql27FQkjFJr/3c1I5vzY+lWXffQwvxZfEbX5ci9oBE8Vnt3UhGcijhCeGYbJkxnf9PdK7fd2nf8kJ7BHrPqvo6zvu4RX/okYp3uCW8VrjIfn1bAWEhS8gDPd92K6FaCjcupYEcUCKKKeKTGTIePihZy+RgOPuj+gYOx9QkPC3e1zy9uOrNrcf3we+bR9/8Rd/8bm9ZEc2M2mVESQeiRiTkPA8vORgkQTD9i0u3Wa0fWXO92URkt99gP4O2wcYmJjkYCJVjCQfrHR7PU9gZgEG1omZkTA5lqq421zu6txbvSMymBb53bUw2u2BsWf1PWbtvipDzm0xicDcXtVk3nyWMiEAJUo+AFi6qvHaQ0KUCIGQa97zvysHsSVCg4wAI5WYnyOKZL+f7YGXNNlWgnQvduKjSIvqdXvgrCq4b3JDdiUNvTUA0TO72diz+P4eWIQQsgWw7lY/lTLyoYKgXrgm8qnKMd+t1v3/vtpRHEoung3AIbjbW9SGCEqMQMh4zRd5mL/3kCb+owpF3BEdlQiSe49N7mtbqWNkWfaSWMy9mJIw+Vd3yjSBbM8X2d5nkUhrXiSVKjfsJIndt88pmthFYgDwfXEO3FJgITzIIhuwJ0Ko8Ok2OBUj30MA7wmSvmd7i0G7IwXWaSnyd/jKfjBGwfOzd0Ygr+ZNAchn5Sx+qJCjFhdPEWPKrnHecxEoT/BCsaAvvj0/t7ZFfkEI4YVn5X9sUIKLXN7F2JTSj3/913/93J4kANA8QMt1UjI5+1ZzpEADZZSySl/YrqTFSSQ511KRSZxYeSsgFb/JRRQ4ELaEAQI9Unn35wkePWEMUbLlBIKNgZGXrk4VcFgbwmN8HAkDw6hdu5W/Z0FKfFbiUwUKXE6t19i+890ipvKXLMwFdQEoCia+sb2kIHglImwSCEnsnFcy6zxyTrZXvfNBicY8ClTMX1LZXoIWpD3/fHvAQboHXBJj1Q0JWTLg355N8jInqpfb4thezx8JMWZ9VFI5f/LsElWJl/gCtpIcG9/FXReI22skKavI/K12AJ/xWSDVLX76gSpofnwlU8RedS4ZA/7tkWsgLXY8M/kcMVPxqPy78E8yBZRihO1t/ZMAxZTqqm/F4ldkdHhB7dAWuMcPA/iuxlYosKFK0DwiWPzrvku6uKrtqLXDn31/X7JBKeH/PeNckte+8gXn+Zu1HaplmO45tpfwzK1YpUDwe7HCTv6+Bxi5Pn82Dn/LJ/gIHzBH8kTHhZRRNZE2eIF8IAHwqi00ttS6sMPBuMQuG8Oxe0jK9nIBfJD/+ObHX//1X3/2D+/bnbodCBCpZLANE2tgd9EZtteXfntIIOj+ZE79HE4pyTJwV5T64gzGp7LhrAIUCGFkNRg27ZlUv54B+Pis6lk/rNtu7qEJPzulbXsJ4fZCKvsDSgCuxyL5SwRkLJW4Z+7qYp+VcFRklBHXEBgqJA7WLQ2Svr8Bwp5JhXFf2akC6Up4VQAbYrv69cBbpYaFm4Ou1OXHrgUI2AmhYAtVloq/ZAk4qzr5oIqaD3cRUK8tUWxPBrsnhel5shvigET1WF9fYkZC8lk+wvZ8198Bqy7ycn9xxp8RVAqKz/CdSngW/yDhkqnKQvUn+fMVft8tkdY2+JfNzVtl6p99VRoHkGwK+O8WLLFCAfDMPdyH3/J7RYzxSA7seM+P6DwqjsTwPStAlSdRGjc/68l+Epskwfbi7h6ogoxrR/Q93XxOocNuSDZ7SHIUN3NDdt9e/JlrcQVz5AhYh5T8bEeKmJY7+HEl5d7jvoClXxIvHzDXYtyzW71u/GK5i+HEIYz1bPeoUvdCcLRe6qvwB4ljewXRN2W5CdeLlTTaV1Jt3iX4nAJLx3R8ViD3gHmgz5E8NAlTkKmogQ2m0SPrMFUApdL2c/fybCQLwdQK25eqiPMiEv/f+1sFaBfWkc+wNNU3CQSDtpdU8mKLLmygaphcdsH0EBuStGczN93jioFyAhWraxu3RCUBcOZKqVawAh2ADoxcC1irWlRbZMrtsUkVvAQMVADG7TMDju5npMioIDBmVfxdqdlFStuPC+vYkASH1PErFRuCw0cAKntvT4KXuAWomAIc90hQybj+JZmZD+scAISK1+pivqKa6SIcFQ/yA9D5vXmWeEiqlej5Mb/yO71OyQrAi3H+xTbbm3MknxwMSGGLZCb22cT4twegigB+A9j5xj1znO3b5uID1BTX5FeuBWvI/uagUio1Q6Xomva2w1Fx6dnFYV9z6zPshISwh7UT4tDc2DFTFQgOmS+xgfjBHjFMsqc88e3ttZYoR/xI3kGAFFtsDTfcY3uKjVX7sIPfwHEJnZ9pU7SVx4aqYgQHAbvKKn9rxe8LmfQvnJeH+Def9HdISYspOM33bkx9Y2xgKetLJmXQpBqSx+0BAy7G4GiSTcFGMrgrfRnQAD0AgCBj9/xdAclpBft9laPkC6iQg+6dNkFAmZH7koPtsXH2YRsTvT1CQ85TKape7jYm7BeIc/LtJXmOzLEAgJXUqneA0f6pL8AkAK60LJg5DdBEUszd9uTre9CMICdJqyQlcm2CLpzBXqkaxq7vRt2QjPVPSbtVg4zHmCVdUrNnEiz2tlp81t6ZpHWvhdnrNyMrSIB2RFc/A0NJgf1UV+KRj4ghz1MZGzlTSbAxIkGa5is+ywZNasgOv0eKJGgAS55V7XRdCjKNvJlPi93IjZIEvPDz9mRV9nelsp+LdffyvQRaNQ+RQWLhg3nyt+bC1j+4VjIHw8SyGFXtKUCAsfkWvz1oBrapKpEy8Yf4WeQJL4y/rz7mA2JEwYX0IxLGAWc9e89pgLWwDbm9CRt+uoZrVqpHVmHxVRWuEuGeqtO+LAUeiQkFIj9jW+qPNgEpvBW3eYEZ5otqLFY8sx0OlKieWCd2KYR8Qi7w7F2QvD1yXjXPFz+Dp3D/4x//8R8/t9ePEJgWbRRQBSm2xiCCBKBJwpi/vmsZod6Ov5GIJVN9FPfApBm/siznlPgAPkfzc+DMIYFPZSoT5F+MFIALSAsxkAFJvxUj1g/IAbd+skqIMwAW6kHPMMbwyFG3n6r/zU5YKHDsiUHGzuEtJLKgT3WJhPjePHZdg+C4lSqJDQEiZ9/XkvaAEokZaZRoBBE/QxTvoq/uzQe6yKJgVnkgA+RHgGYerSLdvi4I04MFnIIKOFERyHn1L34uWSFzSK6KxN9ZyGKukNPt6/Yptu/hHNtLeoggoOj5A/ctYUBE5SimEUTj7dnYqkigBnTFBEKK7CK0yHrJpdYJdQ7Q+4z7q3j6RrTtx6M2EUwgrIoD1vzH+AGu+KvNFRJImnUWCMV9j7j2jT5515L4GRv7W+NDDG9lxo4lS+ZBgpYcJA0k3bPBIrjQVwwjRUiIa4sD8wRP4a/Y6rj4DVICB8Q2XzBu82YRmrMhtoc/igB+Bi8oXPBBTCPHfdMdfGdrSd/aFgmS8sTv5aX6qlhFrHxGDhXr7uFZ2aaLns0XXILn7v/95R8eXtBjf13N7XeYvH85IUeSLAAKUO+yelKRhMPoJpQTqHywS3JHT5oBxqoDQCro715cCdyK+B5WzxkkQOSEs5JdODxZS3B31bMKS+CZOP1l9pG0JBmAX2cllwEsIIhACDgVmiRBau0L6s2tRChRIxj6NZ5N9cXhVMfbU2YkbE4qICRVcyOo78rY7Tk8O/AXCRKwC35kCXlB7ravixr10oC2ypF9BA9/bzvCPBkHW/u5Sp/KwTfuu623B8r+VtxJsiR84CwuyKbOYN5ehY9IeDbxRwpU8aisLdDqAkkE2vxIlMgccmlujK8HbvQY4+0pNmJHUgXSfBqp7CtgxSjyyk7sc1/tKC74TI8bBsoqNHOtemPT2yu+r/TcHnkVX66l7cXfzIFnpwj2WubB/ZFE2OcZzBP7mu8e0oQwwC2EWKI2Psn4Hg/bvrPqF35R4sQ/nBDb7EYK73ZBz8B/KH8+K0YQIDYw/h5zyicRMNdUcbMbLLpFVfFUIeYZzbnkjsjIP+xkvC1kjUveoUDAFnEpl2hJIX/sub38JkcYJ/z8vugM0PoFx2pzXdCYUIbDXAQRCVFl6VSdVsVKfiyuZ+xuX18mAaxVQO2Hq6wAqErH95IawiGBkrVUL9sLeGO9LxYhHXEkjMjEVt4gT5lIAaqyAdLYnITlmu0VY3R6Uv7G+MyfyZdsERvfb8+x2dj8uIeqD6tDbDh3K2zzd/fxe0Y9GEEDPJGCHg4DNCQ8bNffSACUHPOGjLRXLKmqPu8Rkp7FHLEFJaP+Za4lHGTDeEjPZL27OLM+gYwZFxIH+IGy8UluQKgyKLtg+OIPMb2L9lREQKn7ZSUWvqjqA6CIhoQNJEucJVfPjYwhxAgigg3oXUsbYHs+aB4BGFlTrCAl4sFinb6a1ryQ3CUWat59kY9ep/nuy1uMA7Hj564ltihL4pHSUyIB0/iCdhap2Ypy5NGcwLOea2EXCdwyj3zRtcW0GJZsELbtJXnKn9hBzo1bHmALvmpO+tzkYr5IGYE9iJC2BIJRtUgckeAVfWR0fifp8Tdz1PVYsE6BdV+SAteQJQSVvbpt0JxSlJAmxR2MhmdURkrvz46YhVN3u9nHL3/5y8/tTeB9SXplM4157MeggY1g0cvgPJJ+e1QAniHIPh4GQGAyGBgm2QUEVkaq1o3dz1UNxo0cSH59gThJSzCQVzgcA2Jgd79gGSFygVCwAzYH+BEewCB5tJpSxVkcQjqS5JApDiaJcJb24FVrAADBui9PBxyuLfl2RSlAYmvzaUU89UAwAxCVW/uo5riKx/YIFsmS1GVOLKbq+289A7sBGZKgpOZfYECK6uKgu8gSs2cXJFcLQQBqAbUSEjMSrzhQsXkWnzGfrtlzpfmR2L0HukhiwNBn78lx20tq9wCQe8iDf40LuG/PtsBFoqE+wQeVNPKCSPcIUBiigoYLEg9f5deqOjbv0aR6iJQG/nTfO+3LePqSG18SMWlUsoJTAB/ZljiBdROQCt4uFRUsooDQaK2o8kjOXUiKBCHCMEXM3kTtswiGdtT2tg6aH4UZX2VrhOy26Zr8kURKEVWFnxuf5A8nXKPvyUaKYDCcEJfi0dz4OSLW2EE+FGiIAntoG/GjJuj7hbTeA3nMnzlRWCjc2JPCtD01Q6yo6KkqH//xH//xuX09XcpDdkuDngsWQGqW1AG5alOgYIpdCKIa4nwYF4AwKQyHVTJCHd/DYOUC0MNLroCeYwkiz7W9PokxkzMwMIzQClwSE9m4bxHDsEjOEjfntLqZdKOS9W/lsyvdSOqcRXWFDSM8AK6kBDM156or971vecJcf2Z7Y7zvduUb5tc1ruNz7u3Hwxu2lwj5BObOR0lLEiW5bXsABCAEgGoOkenWmO31KwuGiKfkJKlj1BIfsusaAK19enHFhsBZUCO19nKqUMxJjwoWzMgRO2Du5lMFQvHSNumLPMQmwsV/EB1+hZxL2LBg+7r3nV8h12yvSkZYPbu52h4pcg0yo6rJ3Eu6EhFFrm8G9NzshVyKSwkI4WA/sdyzAqgSCB6/lnRVkBIU3GADmNNnuJW9Exrt/0bAJF0x0y2R7HVbUZRB+MCeiI2k97MtUFooyCO8QiyQXUT7rm/Yno1hs9zAthYcigNkyviLF5Irsk+Z8FnPzoddC3HtVmD5xDomxYDErYWhuFOsulef8X8bu3dbW7eiW8M1pU0eSLgkgiABTCRchEEQGGCRAEgkQAB4eISAhI2JRALzd3hWf3dbC50znXWZY3xfv1S11qqqX3b7JH5hG0QJzpOlMWfNMsoMGdsNWL/chy2yZNw+0Nu6gDEAkC4zMKI/BMQQRamM+e4B5qapTayBE3kgLIbXQ/SREjIzmHtaDIAywBRRF85QhMhMilL9g9oE0tqLEFsrBro9XOLuRVdqrgyPIRIQvT+cM+/BCMDO+gHqTYaAURR0kJH3ABGZCCKJEUsDcfbuHCCWGLhxkcIVpfguuxJZN0ITrfiOlBwhSDwaCxkAkQAxdfeA3QKQXYil/ksYAjZg3gitB7LcPcCSVdE+Yg9xs9kqaEDufaJPviJzYl6VU9hZ613SxUicT+z8Si+qh0mht05PoMoYERnajvyJUEDWxUoiWADZxUd3z0Z8jrA2Xt1bre0bYcgAwBTiDRhvNujuCRkgCKzhhIVjbFKkDxeI8rtX0pH+JwxFfzID7A8xElw9gwHp70lhSEHZEBEQBXyph3cY293KJGghHESd8I2obHkE5rNr80jIwHlrWdiOjGVXifPpDUKQr0wJ7GPf5rcCdXclwSl2hCsEC94tuKkoMS/a4T3sRkaHXRlzZbieob9ra3CXz+qzoJT/+XcXneFhwQsMZvcfv/71r79H2NQbI+ph9cBWeg4oiygMqElAmF7WerjGMmR1AN+VHjb4jMCkVJVwWqkjgwzAAKtIG7kx1qZlKU6k0XTm3XMiQoM6l1amxO6e6gc+BALH3G0cVgTv8ZB3D9CBLgMDukDZSmqGpy7Y4wIBFvVmbI397m0FStrQvbeiO4KL40uLcmqZAEREZXYvMDCUzpMONSfaAxSRhwxPgcLcIhSiQx88y3c5qCihaXntQf7mhwA11sjfPIr+WsMm/Khvz1qBuitxgU3rgzJYRAByJxCBEl/2bmKvuzbYByFNlOgbsjAnshnN3Ggb0cbPRGbsjqjld8AaMd29sUUWcIJPIw8RGjIWobSGzUfhE9+VbjU+Us7GxTP59t0jcZizt6jBUf4gtUsA9jpSto80EAxbEGXCDfgJm0SSfRbbg0PaKWVOMMgsKU+0BMSPtMd8egZb8Azi07N7zjZxT/Rop7UbhIQ+CVKUsnocqhIhgkOie4y1BXXITju739nfcRNSldWDC/q8l8/0sBaCEC7qK8zjy4ITAtWzKkqMrWf5N0H2cXdvme49wEWoNQoNYOAGirPrBNJHJuo43Xoh+kT2DIwTITMERaF5Rvc7cwZpWYMtSjDRiBOI+xNg3D1gkIrUHgDFsL0DEZjQnlojohdJS4EBX4ZkchA0MmuNUd8YAzEA0BgFw/P/5qzPUodUAyasjBcnsgIYgRuvHvvoudKsAA3osSPtBzrmtyIO+LMrW5w4qPUL0p7Stsaz228QH3Iwb9StTBKABaxIpyDNJ7wHAWsfsJFWFvkTQF0Hot/ey74BB7A0jxyVrTRLxYdEGDIBRKU+EDYipt1Xf/cyV2xA1GTMkS0xzKcaYSPmXfXMv8yreUOc3tFV4sYUgHoPWyTIjLE5kdZu9oBNCjDgFVECOL3DHInuReB3X5eHvMfYy8D5rrGGUS2/6bf5IVg8A+kjbH2EARWVIj6BDjxFDkTdXltJ2PQ0PkSiaOhcAAAgAElEQVTNjtkqrLNuwDv0sSun/fAr9WMiCHEjTiUWY921QH4IKsJARkaq2b/5g7UbRF2zLvDT+/io+dF3QSoRbDx7ToNI31a6FdvsfwWYZzZgZE/4R+Aja/YdIjKByELEUXCmlnbfmcnw/whBJC5NVTUufUKdcQDErPYB0NSfpT+Rzd2bMJ2SFtoVkMheek3Ksk4E5DgFJ+fMBlu7ETqga01UDcozpT8BE3CRipb2JEb09e7r1Z4Ih6GJZoyLufD7rubVZvOkL9SkVDRwkuVgrGrwdy+1hnBkSowt0Gb4Im796EEgeyACsjL3xtZ4SUHt+cTtg3EwfmpinAp4E5l79OzdIzPkzyaRqsxORWTb2zq9Pop8kIU5sRiGKDY3wLxEpNzRQxzuHuDLrog81JuRSwkSmQMKGSzfNZ9Ace+xv3uELTriEzJb7IetWNwk7a5meveEE98lZvfyCIDGBqQSe3oh2weMojg+rZ5KGLJNUSBbunv1ecHJHvriO7Irsi6wqeUVwtO8EJxSzsYTERKMggPC4u5hIPtiA0QZ0cKn9FV7es62sUU0xLfAQ5qdrxNiyimtOxsn2A/jYB+fFUmzGWsmZNPuHu7wGcEAcU6Uw3kcJnhpthi+azP/Iphxh3llE0i3h+nsIjeZLuNnLvZCJp/rjhQ4aX0CniRCvkTYVo4yir016+45B2AHWEh9FzMBLA7aw/0ZuggN0SAHz5T26PGAd9+/+9hAmWSKT4RLIZpQxgtIW8M2qbICxgFBUrIcEDAwip4YpI2iTw7JWBcU94YiCzTunuGKTqhb9TYgJIrfhWNVv+prxBrlKdInFDbdTnA0YjQ+u9KW0yJk8wmU9V1/7t48+J05EDVoB3tS+6faG3GwAfNmzLVdu/biDFFP7c3c8g1EI5JdZQ8MgWejYumvLk68+3qlvu+KfJRRGu3tMbnEBmLy/z7nmURx73kGbiIf4EyciB6MxdrM3VvAY97MATFi7YZ3KDdJK3fRobmEB0Q1e7ZegV1pH3+UDr17xGKMkQRcUEbiYwgBfvXMdWMseiN0AKy+IDmCETZ2oRjCJYzhGJzSbr6sz2yo5yEYJ1H5LuYlrHzOO9VfeyOZFL3vEKT8kA3yQ8JD7btnUbA5aX6+YT2KbB4cIHQEE7Dq7mX89uIj7VS68kxYvdmquxch75kT/EBQIKuBH9lGM89+rHeyDmUvQJLeFr0TxxUlSoxKdt5DkH05OIUTUVecult4gB5HB1zUiBBfJztxd993bgNgEgA8g9NwxoOIOCQl0jbuXccGDFkxAsr6WwfMcxJkjiQICkrM54AxFd8+GydODkREe0CP4VOXGz3fvQmjrgEaRzDp1KVFQbIc1NzdIzqkRGWbPw4hgvMj+uv2G99BZsYWOCJ9tTuK1fw3OuQklKlxsIjRs4ChKJiw6eUR0sVABCjLILFZxI10kUpXdlPdogXPYgtInn0BtD1Q5e6BiLSxVOnWm/eoWVmGLrYE2MjVZ/Tdwig+A3BFO921wUf4qGdL963A0o76oXkAjN4nSuCne0Kb2nprebIZarKyVWzBinSRPls2J4j97pU0PNPYisyIJEcuy9CxnUZmxoxQkD7WR/bMH2ALgd07EKT9BUCeBeDZN9Gkr3yu1zISBvwL9sFTWVA+IoOhrNP1MjiATcA+Eb/FbuwcdyCXri8iSjq3d0+cEb2wBmGKZHt6IRGiL8S/AENAYVzMJx/qAUZwVJsJYple4ohQ1Ce2WkEv0IATW/5jw/BeRsncdCEp4cS+2aZA8OO3v/3t590D7T3CrvfdcnQqDahxapMvdYGYkJ9IqD9SWUiN4vEjnaBTPtfBZ1gGf89w5rzUJgOzcrpAb4Cob2oJ4TGOPZ6VuiM07h64AApCAuATPIjAWFDYre8SI4Ce8xI8iAexS/sDx6505dzSwpwG2WsvAJGustq+9S5pVwBGuHA8JAbAZEyIkaZ4zZPIhsDhmN7rnRx0xVx/JzohIJR19lIUtrr7H+8emfIREeMuKuO47NzYdyW8iAMwSLEiOb8n9jwLoPYcd+MlFS91b2wRN/Bjo/ygi3B2W4/3skEkBvyMZwEViBFD/EyfEJ9gQHZNBNT5s8tBH/jjLkjUHmO877p7trDHmO7tdDDPn1K/rdOX2O6e/bAnWQ2gjZTZTIMD4ohIE+1u3/gpnGKb3XLrGdqDsJ0hIPuB/KVlCZzusEA8nmle+AghA/93X3sPhyHSZH20Sx/YvZQ8wSzj1UVnxJD37BHY5p7g2Tq4iPbuYaC27jkfBAU+2PPne2qnyBl2wD7PNOYEBx8W7DVah31sgK949sfvfve7z7vnbADVQPeAEsC5R3wiD4MgWgH4IrKSMcPnkMQAIGAsyGQvOOgqPalI6tKgmgzvpbQZj0npftQ9Z3jv7iUYDCBQAtq9qWZXx/qR5hHJer93ERw9nUydQypOH40XAzLhxhyQte6MVPfaT8ZpbtTWOIh2t34jsjAfe8evyJrIE6UDwapLzkn9mgOrezkoZU9BiwhajgAM+upZgJPQ8S6RE0Lvmc8ci/olMtiCOUDYvusQhpI/xc5piRBRizqXiMy72X+P/zSWwETJBWESytaDEH2IAdDePT+zLsBeYJG2FenaD9S70I9oM/dbOwRk2sPOrVmogFBGQniyLt7BH4yP+eVL3Ucv/SmLJ9KBMQQO+5HZkbFo1gy4yoqZY2MNYJX8+DBbQQh3r/ZJ/JtHfWSLcMQz4CtB0WftYVV8lQjhw+bZM5ou9h3vIRjYIKIWFRMWxqTblAgGPgKT1fY9S3utUWDD3QYnYCBM9RlhygQIhAQtbLXZIOVdmILkza/fszu2IpNZLoMxnkHYE1SLQYJguNoLTmR99kIh6f+PH/zgB593L1UjhUEpduGTiRDRGDBpRikxtVFGABh677Q6F0DgvIAUgYsckZ7aH4O7e2C725P8EB+IHeiZrO4rpiI9X2qZEezlGqKEPf/67i3qARDEEGEhatgISUqH0d49IqYiEaFIBIFLt4h8LPpqaYPxeZa0PzEkEtFH2yT2HOK7p9QJCcDgGcBajVEWhljpDTbGx5i2hHL3FDKHMN/61vUW0mZI3fs2CmSbgFWNsYvOOJb09doC0jCvMgPmtReJsHfP4gfAxrzqk2hQlF8RB1il3AD71gFFmKvouw6E/SB19kYcsRkZHjbTSxCQKDvRdiQmojXGcISNtARE0OwWJ76LkIkjYgDwqxP2B6AKMIwxwCQqiRBivEcEGxft4jPszYIxPi8oME5dYMTOvYfvIgvlB+PH7oimHgTiPcYJMRNiRDhhQYwTmRVL8AemIW7jR5DBL9lO7+4JjewK1uqLxXn6TEyxqz1w6e5xE/tC5niI4CckBFECzS7+3Jsd+ai+WSgJnxA3TG8Wgf0SH4SeTKrAVQaVkIA9PZJXUGBevJeA//jJT37yefdIi5Mh1+7fleLD/pwKQXNIJC8lLMXL4O5eGn23iVAUoniGrvYnpdQBQzzeb2EAAxOheRcDlFLsdjNOjDwRD+M10aLS3UtNZd49lS1LwQhMinGUZfB549Z6JYDggMiJIt3r/rwD+Egx3X19PzLQ82zOxcA4kwxKDcw8cDykJVohtJCriBoxFQyJHcoUEMjkSN/5HLXLDrt4g3OKvjmHWhXQVk7hGHuxfceFnVjgJzpB/mwBWegzYLt74MJmtUf7gIwxEMEh0u7jlR42pkQTQjRufMg8yyoQW3fPd+CAOUb+xInIGwj2UCBZE/2XZpXdMdZIVcQElHujnIWXe8mGcYETRAsfUgbr+ostCwFdpCYNS6CyI5F1F/rxWVkK5aO9N5lYUtqQZRGY3D3/lmLmK2zWPMEU7/asLtIT6EgDby2d7cqEwUa20UzJ7jqAxeYaLrA3QRTyazYPecHt3bbIVtnCHjDTe+nZPrsyb3CBkJFlgdkESA8BU1OH8/BT+pqgFtl6hvkrznuGoFcGiX0pR8iIqYMj+mZwELWxhtUyFF8OTtlFOgDFgN89YxAJqb9xGmADrBkzp+u+T4oYkXBWESP1bxIA7KZJ2yntoyaJjl0IJc3mmV25aUIYqS0dIjP1HIu+GK+0Vi8KEN1RR0APCFLrogYTbUFID7YwD8ZUe4CjjADClP43Fk27iGTsfZTF4MQAlMBCJpSiKPnupbZkX9TQEY2UGGMGnkCzho+gCRyOrx3AmtOreyFXEebdEy4iWGQhwgFknB3ZUvaNXhAi2zA/yg179jR78rkek0mMyfaIMkXYwJgQ4mv62gsMpI35G9FBTCI548W32EzTjfpgISZyYKv6ov2yWPVp9g642QC7ITq0B7nyj+4iEbGaRwQsipNGB8qyLvyk6ywIJnOtLwILIgrJGmP2WPHGJvkADCGGZFD4MlsWRTersafvEW9ISrSONGAewdhgip2wW9hCgJkb3xFgGM8KCfiA+GCHiJFQ4OvGl832ACNRp/cR10hKkCLwQH7mols1/d8uyjUXCF1wY97MY7NB8BJu++4eCsOWRdrwrGtvcKfUt77qo8zgHmxEmLVMAg+JR/xCUH388Ic//Lx7tUgDSA0U6BkSB2T4lCKVh4B0XoTdrT/SPRZSSMkwKIZt0RdjscKzx/IhccAKqBAkoAc2Ok9VNU0FCDgFYjShoi0ACiCoKFFoxwnJIh7Oi5D39i7g3bOxETCiM24UMwNj8MCcGpUp6O+UEgCnP6lhKxXZBGI3BncPIKRl1ToBPYADuMaerfTOb4JBtELVUqIrzChs/WlKVXlma0GIwGeRm/lE+j3Hfc+W3iM4RS+A3u/Ne0WcH4THvo0TcJFFkHkyV108KCJDeOyKbyAzz9Be5YEuhmObAFXanLA2nzJjyL6nkyH7XSVujHdRkLIDu+8iS7YHsM0nO947kNkA4uoWP9kmgC/CUdoh3naRlxR5cUuf4AIMlFJFEoBXxk7E1qOLzRdy58OCAs+Cu+ZeNqRjj0iUTPTZe6XA9dE47qmHd89e+JesIjzyXngrKjYnXWchYuWHMjMCC/ME9/GAYLCXfyBmWQvRKLEmYypwFKCZq14nKy1tXPij9U24QcAm8IFFPaERPuAMBCxIIYa9c9dsdGsrP8N/3gc/P/7+979/3j3Dl+pBcq0FIWBRFXBWi9k9ywzds3usIpIHyoyUMTI4k4AQTHQXzPiuZxpkRkLZAzaLUCieRhq7YttEMULfsc3EeBEDVeNUHDBBdJ7BMWQZGBY119vNCCjtoeIYPJIQkexVilXjAFs9iZPvOdIcc/dD9wAcJABsETLA4vTGnHizur5RsagIoFqcwQE8m8ACzhR1a/4c0SIu0aWoAUEZL4KL43Ku9m0P2mDf1jnoMzECYHvCkgiaKGM/5keUzlZ2d0RXc8tWED2+ixABG1BWNwSsFYTsCVmtACREkatoTyrz7pGGDA27kj0zj/CDD8miNb0uLQtzzKNoE4ntkal8Tubi7gG77+ibYESfCC7/r909YMZ4KBnwO1kVolaAYTzhWheKyTyyH7ggW8XO2Q97YhutOyMj80jQW8tCFMB1af8Nru6eMCZiYa1xM8Z8BL4j7i6y5QtIlc/KTLBZUbp2CQSUfe4eLijliMrZGVFHYBALML3Ci08bQzZLoGq3YIWNfOsmN/8HO9gz3BdAKtPBMWK9pyrCU4JBcEJgffziF7/4vHsTRjn4s2fyihg1iIGJ/kzoXvtnYktmiIehGVTtoMYNoHoAI+5Rm6IC6kh0YiA4ACISXVHcJTOgTAQAdM5lokVgAHhPIrt7EwUACBZ95giMVXoKUfeYUwpYigswUOwcQcS/Z2V3AZd58HzpF+MBZEQHPqeW14NA1Nm0C+kCOakjAKyPns1x714USSiwCXbk2VKt3slhe0WgdBSQQ6Z7OhoC3JWePRlurwzVJ31nk1JciFC0LNV59wCU2GWrskEbJQDn3Q7X8dnrZbdUQLywYT7VCx9ExcYeASIi48fvjL0otO/THvhg/QnQ4VNEgHZ3IannGx9ZH8BqfhABsWuOCoK77UZGBB5or++wTc/ugk3+vTa550YD8S+Lhf77+2YsN7VrrHddDJHA3mBOU8/KIQSxaG8vQGIbxsn6lG4tQhIwV7ofSe1xx7CJfVVISLWzVYREtPF/+KBPhFkjWTZhjNmLPvqu+SXacFiFF/wkYmEKm+CPyiXEqKCmC9j2BxfATX4hSt77KroFEZZ1J87dEwxfnSWuJqWWTZndvSjFwG2dhhEAKg2zIImR3z01YuIAkh9Aq46DiDh7j4GkqBi4zgEdEyi9hsz2EIa7p+Q5McCQvuOgFLN0hv8XCd89YcPwOZVsge8QB0QAAmU0d08sITyfAVTaSdkjhr17u+0RJZlrJEJgiViBuPnslYq+g2w9WwQpopBFoDpFf92XysFkXTgLgzavxnwXLJZkjSUBxllE+uptxtPPlkDunpBhe+wKEQN6NkoAendBGlkCNdkfQKDWuLeNsZWWb5QwRGDmyViLAkXxQBtIdh8v+2I/W/cFhuxpj268e+ICPhB4eyOTtN9eatHyCAwxT9ohSubrUtFsRCqxC6cITDiBEGVbzBOy017v6LnRghJzzv71jd8hdkSFLHqkMrIQkbIrQoagZ3fmz2roHoNsDNmJ0o/58g4ZL+31ju7DRtgEjmhdZMgm9YnvE2gVzsbUn3vTlrKgiHbLAN2+izR9Bo4robFRROn3sLrp9d3BgCDZE67ye9+1nasLSQWfOAKZwy/zBvtwizHpGipjvXekK1l//PWvf/28+zpKpuo6YCYG2OjkXovImDWEUm1dELl7Jkcz2IB0717VnkYaq1T8G1BSiBS+FK/FACVGxIfgKDyCQgRGpEjbAvWeO7zpYcSCeLQDgHFYxlp1qUQgfaYvniUKQBpARwQErO6eY4kIjT0yMcbqqhZiMUCpprtHNBxAVkHbfQc4sw3j1+1TAJ5SB7QcDknok3cSEMbz7gHC/+tHZIEQAFsXqPiRMiVq1dQ4oLmQutsDL+6eqDCmyN0z9A0IAQP+2C2IbBTJG2tgsyt03aLE55rx0lYgrI9sF8lrD7+s0N5zj9kJmyBCpOSVrKxL6fGYCIh4NF7mgH15JvLj82zo7uuDldgg4jYe+rJ3u3dBFgGBCOES+zFv8JRwMDfFGj+yKQQxvEJA5tMcEay1BWJJ3RRGazvc8m/tFVE2xUvcaqtxk8Hkj3tYy9bH7175zHzAIRG0dusjEbqH69y9xW5sEaaYX7YJC4kR49U1EvrLnuAR8QZLkKpnIN/W/M0xm4Cbe7Uvn/Huvbrz7uurQfEcf/xONKOmKHKz2rGppVVcHBEIUaKU6R7C3luxOCnDYlC+6/eietGqhjdVL00mUgUUUkcmWLHfwAG67hvkkLavqGFIMTEaUQ0g5fQ9I9pnpcApPkCFkKgpka7x7AIjC4lEHoxERETVERD6KmPQ7VMcCzkBE/Vu7yWaqG/O1IhDHZIoY+DUMKWv71L4xrNpUIZrfjgeGwGkFgtZ4SmtVxHH1pCDOSAI1emIF88Ggj1RDFAaL3PPaTmovgISgNeV3cAQWSiTIFW2gGyl36XKe+Sm+SAW9YXdGU+RNhsB1hVenoU0jQ8ByyaJBETae9ZlbDwXgSM172dXInw1ya5BgAe+C8jYnrFnyxV+d98/JMMCJiCsHCKbAtfMG+KUJu0lG/ycqDY+hCvcknomwuEsf7x7qdzd0mrVMYIB3trJZ3pZinnzOzgAT/mwd0i9Ejj1Q5jCVwh7NmockRgShjlNr6vTehbfQeB7SpoolABrGhvWwBAZEhlSGVPzyGYEjl1x7nc4wPon7/P+PfHMQs3aG9/YswvghXmET2zaOPcoV88XhMBJ3/n4/e9//3n39dYnRtR6JWBElsiJgkAiGmoRgFRX71zVCTWe3RJDpQNti5MYS9NB0ubSr1LwBMOu9CMgDDRy6XMtzAJM/+uM4E0Z9qYaqSEpLeMm/SPNwpkZtbSMmtXdU7eAgVNQuRZeEVzmUYTUvaTUK5WL3PzJSDgPskUAPZ5RShfIcBZRgkiICvdd7e/Rt6IlRIc0ZUKodYAKSEVCPWQBORCeatqyCRZTIjmgCNBaW/csUZMUcyOJuycYOTf/6LYN5MqeZAIAvwyKdrNtqdYe70sIKCVYoKN9RK6+8Q/vbh3O32WpvJ+tAhegaf6aopct4G8isWZ37l5aGHF7JnHccUIkQNmiJIKaDevzRiTtA2EqLcwniDliCJFLfyLuu4cHBIX0NCFjMSP7RxLsrHej81Enm8FEeLF3kwsORHKtFRs7PmEx2d5BLmKV4UTkDczYB3tXfoRHsgjeyZc8g1C7+/oCFUJhz0lA/iJuoq/rB+DkrkbXPsKZiBNEiN5b/vI+KXnCmXBFogTYZiq6BRH2Gx+lYnbPh80FDvGMri8SDBsHXCVQ+/jDH/7wefeIgBEwkm7h0SAvos5EpSaa8TJmQNqU+C5SYkjqgrsvliMijSocjqg9ngVMiAD/pnqRWU9GAzLeo0/I1uR0/3B/gOPdMwaDvod1ACX/pq44ZveS+jEuiFAWAZCLyIgjUUtvvQEe5oPKpdKRAwGxJ/Q04lghs4sW9cUzOZF29jhRERf1bTyQx9oKR1V66CpQjsUmCEPRsv8XFXv3t1LpIhvRJNtgK8BIWg0oe3ZBmvgxP0TJ7mtm72xn1frdG9uekXz3AIsg1V4gaW6aniXYCVB922Mguzvj7vulA99l18bL/3uW8UJqbKPblNiz/u+CNtkoPmVcibniA3LSdrYnmtq7kfk4smlKvJfo9IddIzNYY8xlrUpm5oFAZs9sgr8JZqSvtb8XUGgzUjL2fJWPGEfzCYebejYPK1TZi77xU/0w9t1yS6Dri3kzXtb8aJe+mRPtvHviB+bwGb67fYKr5qwZHKJo0/3+ZJv8gi0Ymx7M4xl82hzvGgQ+TIQatwoJfSMo2L/vfPz0pz/9vHuGZrENYKhRAADpJkAgvSD6RbI6Z2B7GAVA8ExpTqk476egpQioYXXCuxfVSm9Q+GqxBtdkeLaoS3vvnlIXYQMZwAQgEDZ1ZMtTzxIXcYjEOK2MAyJkHMbTO6nPuze2+k1xUYKMxjwiUAtYmvLaFZnea6z1CaFzLpFJ9xUDEe/Vt60nqfdK40lTitzungFLJ+5VdvrA/gDZt84KFoXIGohCkS+AQBZsGCh1gaQ0rIVyAIHCZzPsCFgCsG7FYgsIWWQtK2TO2Rvh4Rls4+7rPeXsiW2wdz+eDUC6dc08ARXkQWxI1XsGcCwxOohERGHe+Jv54fNwwbNF2nePgAUQ/hQcyJSwKxkmzywB8TvPRArm2jZK6WqpfUDfxUqyTiIhWAMXCA1koeZprhoxwi1jzma1CyGaR4LVeLbUInULV5XAPEt2BdYYJ1Fpb6eTZRF8sPfdZQPfELiMaoMZ/ZflsCBS5lYEK6CAb3tWxd0TVAJHwkafvIvd8XFBDdF+98ZcplSfpMJlDeAnnNCuRtiEOgzBHTJrMm8yOA6ckSkQ1d89/oD3xBI/+/jTn/70effqSEiOSm/t0wRuNOeFBgG5aqg/q6ApB7VD5MkhPJMa924RSA9f5ww6RRhYyUcMiLT3+rNGLdQ0cpDeMMhUkwgN0HpmjxO1j5PRSXdyLsCpvSIlRt37sBnbbo9Sn2SsMhR+r91A9O45L2CyUMXqdSlzZAG4tKeHwyBEaUOrhj1T+hMx7+LGOjdwQRYibKBMjSNyfVYLbLTXjMLds0HkToQgC2S72+P6XTYLaIGQ9B2SNz7IuSvOCU7zw0b3xi8pX/3wZy9WMLfqf0oDwIRgIDR2T3MJG4BrO9Degz/YPXvvuhT+5/2IBtDKbBnjPaKxtysZO0IQsCJd7bR/nk1rZxcFAW5beUTcxhSgs39Ysxf/3D37BuyAnF15F/wiXGUbeyUmAIc1/M34KKnJdBFJMLn27u/KRgItAku0jBCIECKgx5yq04v89/wDPmy84LpsbG9w21KrZ8N5worQIAL2uN32Ddkb8y27yegSGEpFLX3iAm0mfvg0PMANMJH46/HMsARGs102usdFE98yEb2RzHdlImQNvwS4P/7xjz/vvn98Yj/YbRtAX7iuniTVoNNAmOJAst03CJgYITUJuPxJBBAS0h+NWjiUBQ4WI1AwatkcEcAi8jokx6fSRDT6IO2xt2f5UY/q3xExRyMwKHvvR9TGpHVU70NijNK//V7UqY9AoSsROZgUk7mmCM0joxXVuOSlaT1ktmlZK5KBjb6xCeDU60j36kaOJmJVZ+KgIjr22MUb2orU1PC8z5gbH8SEXOqQBJf5JFhlImRwCBvjhgRbCjLmIkS2AMCIN1E70PSOAr655xOEzV6cgDy8S92y5w9ooz/NE0Dnj0jVvu2SvmhN1MmHABm7kQlAGmy2kcZe8WrciDpC2jv26NvWsM0xf2ID+qCviFPtH1i3LMiv/J/vyh7oK1IjoqSmv5VtIRzYMzIRRHkXAUY09Wxs44IsjSXS4lMiWu0yv40+EQjBwBaNrXHEGcaeYCvOE5iI2nw5q4C975kVfKt9tN6FCGCLMkrs23d2UVxLedZoIWC+Dev4CIFD7LKlZpaIb3/u4TBEyW4pFeQIBPo780bkwrPvOI3VexoozG/0qcMOQqBGrA6kxBChZ1qB3tTz3n/KgAgEnUPsyI5i7FYZahLp73GZlLU6tL3f/h+A3D2B4PmMkRNTRYxDNIiYWtsQXYrCfRYISQFql5N71kHuHnmpuxEWshyIc8+ApzqbiuM0G/lToJxa7di7rCLvdiCChQig1JGIMgUHZCu7SOjuORonQtDmhMOaG7YDyHq6FULeNRCUO7UukvV7jtJ6uO/wBfMp0mezIlcC1jgrNdy97JPxsjBNFC4VR/DsVX1N+4tk1d31ae9x5n97jnrr0f5PBoBQ9W+LhYgi7e6efPME/Py593EjRiAtK9QjLREOEkOMMkoc1zoAACAASURBVDVsxWI0QAoEm9WwiFMZBj4p3yCzXQDI/3oDH9+AjwSh9hK9ggcRtlKQbMfdC0LgAF/acxKQnYySiK3nWSsJ+Iwo1JjCdX/yFf7ai1e+LHD6b+mCeDLGsp6IyTthdrNTMiDwkn8ZU1GnefRvdld8EEgQJ7v1VgBJ4BCQAraulyFA9R9eEJvmS2TNl/mUMWqfcINATB8EYL1K+O4JZhzTvsAQnMG3Pr777rvPuzeAlGn3+PnxQsaK6Bgph5R/F+lSpSUzBm7S1a5FBcSBZ1IYIpEeq8hQKFN9QDiW+3MegyAi6R5EKx85CdEBSBk2g0egBr8rgpETsKFc9ZXgQRqEh3Hu+oE9jhMYUopECPChPhlAt0dwPADPqYEjsDMHVoDvIfd9hvfvojPP5gAUI/DsdZGcwjMBPSdiM0CPwpf1aPTCuf2f8TO25tFYIFDPat2SEBWNfDmI/7/jwKn93rNFUF1NLkuFiPeCAulZ82xOiOQuUEGePiMFJ5LVTiKOzSId6ea7Z6N8YbfB8XXiw3z3GEr+BNREJTISQJGPE6hIvzVZP8CXvxNxxBNxviW2Hgojm7HXx4qwvZ8oh1eCiO5IEbXthUaEoQzFlmkAcHfd2NHh8BUCVNv5gXEiZAnECkGlAJinJCCVqo9EmjUB8NX323aiVZ8IY9kNPqyWzDYFSncPj7Rdfde4wJS9DtRPj/UlIuG5vslkmTdlGt8lbNoueEDMCiz0pQfc3D0M4qddiCjahh22IsM6IpKAUAriY8VTvkOoELX87eNf//rX590jV+DjJV1EtSdyMVoKRud1ABiJjKrGKSrpAilSige5MTBGuqtG+4MkOOJ2mgOoxTLMnkRFHe0qYtET4pECNvGAq6f8AG5pKmMqQpQm1i6KkXG3DsfB9M1nGfGuXqdCtbNRgtoiJwVIQJBYs0DLv/fs5X7XZ5Eu50WQ5lf7zElT6QDSd4CxtLD/JyQAlqirC404A4I0liJ74wEg9MN89opAzkJoUeeyFtKfgFda3Tt66hbRyKmJNe/gU6Io4GNbY0FHRoS4IDLVK/WNDfNtPtVnAV9pdmMvKpEhYSNEU1cEi/KQxt5PILJlwzIBgLWnF2rPbqEjQvYEO35AYFTQ70FK/F/aE3Fqv0WVxs277h74E8x8GdaIRs0nEUe89MyHPTIVebF3n1UGYffsq+s0rJ3hZ4hFpO9Z7A1+WEMhar57AoEdwUntUrrSN//mQ72X3u/YKB+BhewcRxCd5rXXAsNWHLA3jRGdBI9MjnbVD2EfnxFowewNQASMovhuqYN5eJENyCLvDW7mBmc0vc6/cICsCyHx5WhSk2EwRHdSGndPvXJiqmPrviZHgzlu66gmBjDI91tYJB3E8TgPp2uNUUQosqcEKXYiQO2KGmbwPRUJkAIVBs+51BgYJYMUGXWPMnDRHoC/C+uo7z3DuHtuORZHoy6lWwggRMWg9LFpKvMjWmCk1La6JHBShgDSfZYVm2pVgIEA3CsEGSKA60EgUkuAwGfNn1S0dogsEVO3gKwIYWdqdcjOd2VnZFJ6KAXxaKGR8SIg2IRncn7tKRFxfFkhUQzRK+oFFPohsuyhNeaW37FZwpq/egYR960jU4kL87XbzkRGxJtxKmkQBCJZoEjgiKoALfszfiVG9r2n7MEl84agvUO7GjESFfqGtEQ6fEUWSqQrY4DA7p6dWwQng4SA+DqhyO6IBDh79+xIX6SW2YuSFaJiowC/+9a1GS4SZTJHUs1IGPZoV6/MNY/S/XAIqRtbeOXZMorE1t3DEHaLVNmXdyhPINneyeCHXQtw4DnS9282KhMs2GtZEI4ae8IQzhMMxgmBKwVV0ONMY8kWZMAIRiUs4yTT1XUpyqO7P17Z5OPPf/7z591TJdJHUjc9tWb3M4vqKD8NEj1xcrWhkizHElXtCk6kYgIZi4ijpzQhB07OQUX81DnD8zmD0UMDkDxw3s33QE+7pcS0s+Dss0AGIEjpEDCAEzFKf/baNWAnSgFkjNKkE0JAEGFVxVn9SqkzaE6ixi7Nr8bIAImau0fY0q1SS8CQYyJyZIuMu+gMYMkAsDdjvedrI1KRdQmICGMnMjJITNQA9BCCaK/HworOCZqujL77erGgdpp3NnT3VnTLNCBwUR3VLa1NiPHLnrdNVFjs5ncIEQnrI39QMwNCd8+X2RyRRAzzKQs5AV3PzhfB8C/ziNSk/ogSwhB49jY/QC9iJNbMAbsinK3cJ7CVm+4ewRFYAFQq1TMAvYiNgOhOBmPHfuxusbUIISJM4M2Gm6onTBGediD7vZbVsxBWF1kikj1u2PoU2QPv59tEL0y6eyKIYBB4EEXEirHWHsFK8dQcb22aH8gqCAL827tbYuTv1tLskdPwlm2aR88U9PW7bM93BX2EhD4JJhBnM6kyxzIlhKFnasdeOsVPu1AZlwqCYY8DeT4+/+sRQIYCYnA9yUi0qzPIAdBSQBq6qfHWxREQp2asjMIEIzkROPXeYzsBI6BgDFSnvlFiwNhgWI159/VeQo4PIETS0h/avdeh3b2J4ABSIgBfmpEYAOwMswduUHQmmTjyPqBMYBkL89dLNgCYuqTPInljy9mQqmf0ylVKkL0YLylcxCn6U3IQ1VDz7QsgI57MvfQjZUoYEhi9wABAmmMpU2DNjsyzPgG61nfVwTl+x/LuiTYLwrRb37pGAqnv+ejKJr2u8ls/XelKqBA2lD6fMT5sgj0SZj1+lag2HkQd4kS2BCBb7U4Gz5ctsKhK9GYugKTsCsCtLfgdEQBrzL1nAksArO+ChbvnR1KVomB+x6fZvXFZu+vflWOQPuwjpGU1CA22U8IWfUvLGlNjr09wlC8jnopdJAVrrRcgKGRy2Beb3CND7968sfs9AU6fCRr/D99LjMge0RlbGcO9QY7ohq8tc8EY4p8A3QwSsme7xoDP3b150VeiYw//4tsbrHabLBskkI29cULQCBsvmfeKS0GU7DVekdX4+NWvfvV594hHLQSh9go+g+kzXsjwKQwTxhF2T+Xd11cUcgCLkKQoDJB3eFaP2qTaqCCE7f1Ur857luhG1ND3S1tQXJwdyVGmhIXvtU4vmtwtawDdBPsuY/bOb0V5xhZhMw6RB2BDDJRrF7sAO9Hnnv8t0uGw0kSAv0fpicxE+tquncSH2qhyAOLuoiWCClABTIAAOICOuhdnQhR9LnC2qtjY65NnU7AyKz0FTL9lT/ZGIX0HmnvdX/vInvegIGONuAGC9C0B5CjYu2fHomIgYz79W6S2Z2k3cgSQfFgqFYABeDZtLiqSjAOgkm0xbqJlhLQ3fvVOZmKRjxBUFobxDVGzdgHnHhTEB2CZviLfXnB094QODETGdy+ChYEIiZAAvuZZ5GoRU0/bEokhGP5IFBHWcBYmsvNuyzO3vkNUsiPZmN3yxy/7w++QKCEPY7TX54w53K2IY9/6raQgCifO2QYit7alV0/qv/HYDBNCJE7gu/nuKZR4BHeYN8KU7cpq8EORtZLt3fMNQQn715692EfaW8a5mS7ZYvMIx2HjlwjbD9LwUNH03VMGnAnA24KiIK8BXq5DJWwpN2kdQMTQkRjlQ71RV51I4GG/XU+h6Q8nM1nUW1cqMwbgS0gATEYrxYSgjUHvMUUOiJpRiLABAWCluE1SF4qZB05trD1DahLIUOUEkQlv/0VrxAeyQpjGx5grW/RsZQ4GCKhgyh0YAxA1PLbTbRuiYIIBGG5Nn0hCOEiuJ2UBEd9hs/4tygQkSJ8K9+6755xEiOyAcTTPbAdxyRiwlbsH3EhERgdBAjupTO+m0lui4l/E767ZYLNslHBl7y25aDPwA7TWoYjALBpih92/y46JD0JVWl0NEclq17fqgiJRUWRXat99veirN7XdfV+8KRVYZEeMmQPkgZiQvzmpTwPuFcr6Yjz0kQDy+RIknyXoYBqBYxwFU8aAf1Y4E57q7RUsd09YwYW9VpNv3z1iIaAsypPF43/wgXA2f98iILYJz/dmReKW/YkoO/a7OFdQJTskqEKYfEv7W67UFzbAV/kEwiQwjDn8anbDZ5G8TLSA0Y/xhFvKvF0nZpy0T4TPl7+jJv0pQjPoXQhigih00RPj1BkLDERC6hDdJ2sQfRf4AXjKlFoCrGp7PUpPWp0q4zwMCaAxfBMJSDnh3SNegOUHMBAdCJDAMG7qK3ePjLTHdylFxCclL4o2sSWNPcaQMiVkkDyD30UmTdV7BiEBTIwthY8IpXo5SrfnUYmMVF89y58c0lwQFt0vK9PBWIEwcmXo0kWc3edbw/YeKpzatj4ASAN24/mtW5X8AHDvIagIRn00nwRks1REL/IQJRMMfAtB2kNMvTclDpT3LG6+IrsA2NUctaHkD0D5MBBCGsgMYYtWEPrdAzVinwAzj4QOQBWtIq7eMUx07zWtxh7582ljwad6fgTy56PIQOQFWIlIoEkMN9BA0OryxA97Br4yArCJAKtP81XkCRes0VAi2EM7rO/pPvo9alSgIR6DReZV+/S5GTjEJuUs0NgjSvkr8WRtS4WXNi627FW+nslP2R0SvHuilY96j7HnM+bbWO/VzXcPA30GLoigcRUO0W5YU+EFA9kX22TD5k9ghPPYfS/HIbzYM6L2/x+//OUvv3cftsUlDL8BuFWNe1KSbTWA1KAjC47aE5+oIhOiuE9F7RGDjAEocpz+UCxWsXNyCt53pfmk17q3lWMRGybfYhOAuhcoeHfPxubwFm0hTeNB7SIVE4oYe9AMg+dYnHlrjJQfB/3WfnqRIiPcLVZEEzJj1KJWaaS7tyiKeGNHaoiMEihyLiBQEedZxo1iJo6k0wGWSJwD9AAc4GasgQrn2VObzAVH7E1WgJXwBCbsiq0iKuO5F7N0nNivvhJNInBZGFkPdtiFm/6PkBElW9nKdwjTPe+94pJgYNeASfsIBoDvcz3IRVpYuWO37ogQpU5lTthj16UAZWljfSFOjD0RQqxY4NPtgsQIEuNXbEI7CAziWFaG/969CNpCQwQNB7QXORCbft8DeQgm/kawIJ5d/EacyLqUgESGyJaQ2nMldkvWtxalwmmHVfFheElsSo3DfZmd4ilcYkfsWrvYAjwTURMSXVxMIAgcd0EpsrVWaLGwgRmSlFHTf7gPx8037CYwKpbgIw5ArtpHHBElPicIJCj6w64J5C+Xf/zoRz/6vHuGppMWSdQoAEPPZL175CsqYRQApNtt/Jg4NRaGTHWL1KRjDRyj7pnKSEv0sQuzCA1GAagMYFdjIkvjgEz1UdoV+SMLxCOyvXtRCKVKQXMSACoyIXT0o/Uuq659FhFThsaTiNJnWyy6sMF7kZZxMgfmDQgyTobfA/k5KaMzxsgUUBkLYw50eiQu+0J0DB9wEncIkR3qY7eTsAHijVJG+saASl8nA0J3r/zAwdgAcDG/foClOmEdEtjIIFHlxgthIz1k4fc9j1/EwbkBOgCRHlUWIfaAVcEQIXsmcDN+iAm5EQE9utj/IV7vIX60g5hi5wRgL7tRh9cHIolwJqxkBBCA8Wmgwb7ZO6HD3/j8Rmae2eiT4FReY6vIzBzwUwKNX3RRoTIXIWy8+OEesAQT2Z933D374GcwWDvhlbEgetloU+iEhDZb/8EWRMeEBBs2F92+a974LC7wrD2XAS4QbMb17tmeNLH5UUo0vwjc2BPc/PjuZcf4JnsTaBC1yjrabcybzUPmMBnJsiNiQNmXDelHzxTBwziCqIQ1Hz/72c8+794EA3zgKK129yIM9V2f8VAGL61MoYkmWq8kBHTW+wEth5S23UM1KOy7r/c87jm5Bp/SVjfnqDWwTZeZGIbOWBGVSfLubkPgnKInEQiSUnZgPEiXGq6xaqMx9l5gCNilUHze50oayEjkR5EaJ3UnUZc6nDFvJCviY3SISApVxgZRiaZkUnqdJVsjbBCKMSdCquDvnn11+xQVCwz3lDulDACHsBB7TzpCKKJd40DUskkAx8nZX+/8Jug8X7pYO2WvzCdFj6ia3dgIWp9EkKJhka3xNZ+t+/q7WiaSQA6IiF/woYKNrSgyRexbtCu9L+JGxr7Xs8SVLMyPzA0Ryw/8yafYmTbcvTEjqom1PXaVf7IjUZZMz92r77Iv/dcHCzqBNSLyzO78QFr83nwiKxiDTPmOLEMv4RHJsm/k6f8RErGEqI1JyyOiYVkE7yO4fJdtKDESGvp893zYd/jKZv7YJt9BvhU4ghb2DWsFdTIknq30ww5bK/ZZbfc7Nir4ZH+EhcxSs8UI2FjqK0yRHSXAzDNR3MwSEicm2YIg6bs949niICTck2akizVIrh7B6JSGAjQE0HQxhYeo/U4Kk3piFEiC45aAAKLBNHCcW3vUzXXe53rAvHEAoNK0Igm/lyZCdibDu+6+vvCd+tcnAoYzizCsAeiK8xVF6mxA2e8pM2AAFHtiHcBEMMQThU/wqIsRT1Y2d/0AQcMRGSfhxxg5IGM1jk0RIhL1cO0Q2SJqxsy5EFIjxiVmIkXkyo5kKAgI5NeIQyRknAhW2wXV0gGbyFHppWljwKB9wJoqR+i2nVgvwGZLHuZ6j2A01mxUHVWf+W3FODvhw0AbYBo3i1LVWRu18C9+R0iJstgXPyVktZuvtW3Gzq4Q48Bn96Q9n2tWz/yIugkv4pz4kGXhU8i12RZjCnOISGLXZ6Vn+YX2EKN3L5pic4jOmOuTwIIIhsP+v+2B58bUM/mbbAx88/uec81+9zIegop9iYa1w7Ph/t3DCryCKGXNjMGubyA0ev63Z8m2sv8NFOHm3pbXhYt+pySmT7KtBBjBTEjw3y7SQ9g9NOvu+Z3AljDUV+Oqz3df3/ClPGPOP37zm9983j1ilm+nJFvLA64GjKqleLZGLCr17x5/Z7IBEzBkpKK/vXjBQAKMu+dgDJqhMUZADlClRYFTz4XlkOpdjpUDilSb6FfUjpxLGqLPEtzdAzAKWq2YaEHk3dalL4iEOhN5cXKOKULzvS52QRY7btpJyRNJAA8AE2h3X18TCfwYuvlVYqBYCa4q6F1s43eiGOLAghE24Z09k5fzqKNyTM8EsAAB0CP4pnq933gQJfrArmWLKkzvvh85shM/IlvpO8peJEQAWs3aQ1uAjHYZP0LCvCoBSd8SASVs/gZAvUeKUOkAcO2ujruXHTBe7Ejkqj0AlG0C+J6dT9QaO1hjvvissRd9ERq1Bdvv2J5aqD6YE+sbZMsI7G772rookaKuywZkYQgcmNnMjXbBASlmY28eRV0rzLp3WuCgD7YpEqTei2hgkAxXT2AjVAh1fSJCRJcCEX/Cj+6n1282xxZ2wZWAgi0Tgj3mlF1Z8AeLBSsylUjODw7rqYrGljgRSBASMg5wFKcoPRDYd09o+qzxkwHQN30xVzCq2Q1jxyYFEoKW74Cxhzp4QMN6lSKAlIKW/gEISIxjiJCoy9bDRaT+RDwIGzmowYi6gIJo7+5FXMiMEXiGgaGeqHYT3ZtX9ihPAgHYicoBKRD61r7GXdFNuEjbEThAR61M5FHDB5QIEEFuvdK8UWSMoe0yPkCRsfqs//dv7wYUVeMUM1ugQAEnktVnoAR4C6xAEElQyuZHuwAuxzC+veqRzclaiDyACluWCUAMCLR3DRtzwCpaEElK+xO9atoUdo9ZNNbSdiIj86Nd/GLvjm45gK1KORPbAEQmgIjUd7bR1CWBQv3v/IgczRHAqk/DATYBUwhEItO/jTkx1T3dvks4Iwkim0/zQ+sGiKWecS6ygnXsZu8ngHUiH5jU9Drhglis0TCmsomieAQKP7rrBsATBv6UzVh74+sIqOUkdVLzpo8Wo8lGsQmiBNZ0F4lMhLnVdgJjMwIEhTUkXaRHFG5GiZ15NrsiiAgIUfvdm1u+TOgZe4JVQLH72GurhDGbJWiMi1S0UgLhjw96UQ07Jjjhgj7yWf9GvjisXAY/CWd8rM8f//jHPz7vXggufAfWVr7ePWOVWkM4DIkxUP7SezrZ/bt+dBJgSWswAvUHKg7Z9GALKl/dzT5KgsGgU8MAXwRbFee5VDVVRtETFACLk8k+9CJ4aX2GYuIYPIWPCE0S8muNEXCa9C1LyGYQJcZTjabbXERTxJCIR5+MPXBcld40ts8iRu+V+gMu0mbAiMLuaVvSVMgMgDNa4MzJ9/asLmAzL8CYU/Qc9LuXbdEPNtysCDAEAPqonXvfuvn2zCp+UQK7BjpIAcCLHtiotFnXD7A17RPxszOigyDkH2xHtHP35nq/A3yIpd069q0yFzLlV7sljXAlUNls65r8TJ+8D3DZOmdBpKgLuXUfNvGITBEPcuCnSAOY78KsuxeZwkXpWDjBvmTzCC3P6m1UgHv3zVs7AotgMzIRfTZbQwjsoT6Eq+/IwMHwXax694iPTewK892iJfIWoDRjKbDwO5xgnMwBTGHn7LCLLP0QvSJY4yWrwf+0m68VH5QEZJIFB55FIFpkxg/1rXvg9dGc+65FsTjVeAliiNFeCKP/hI4ggKj9+PnPf/559yaMurIgo/e3MjqN3TSMeqWV1Yz1WynePeeY80qjAVjpTqQsguyRdbuHTwaAc4ikqW6GTn027a8vJpD4MLjIQtTFmQBXV5QSChTYLlJCmMZaJCQi6GluogOEp5Yp+gW+Fn0BMCq8okSqXnZgz19mzCIiYOQdvRgDMEp9mU8gvAdJ+H9z1sUbxIjohL2ZN8/mmGrLALb3hzN44ocdEQXEI9FJVLKvps+8F2ARWGyVoFmAY4+tYSMNYkwkra8IebNC6l986u6JMd8FcqIlUYCIGwmLHnoiFeDiM3yZbYjQRPza0+2V0q0iVwJQutg48kd2rg5cUUlsS/sCOQJLRomPGQsljy7uMqfIDKlrH5+SRSAUBQldL2Ps+KO2i8rZBoHDvhH7t84KMF/mgA3ACwRJlPPb1sPhD7sRqQmIzCPxpIxpBXXJn+Db+8phn8yfDBJxxe5bAjL2BALcJGJxiLUJUsBb7rp7Ipa9y3YSUQiSXbEBY6K9dy/AkJXzO9iHhLVLhtd6ox7oInDYC1fgOdEEp3Df7mbq+7csyEY+/vOf/3zePRAUbTGmpjcMDGOVitvUEeBgWECxE0mVIRhpRABrf5wtRoxT55riRbgiVKkZwmJTlFQdhdZTa/YsXqofAWgXQwPsQKiGbwGB3wEKStl79yIBqc1uF9rjG7cuSfmpzRpfNfbWsIkyjgZICQR9Z8yMl4hq9EKhU8iIiML3bwobUGivsbh7ESpy96dIZFcmGy921ZTq7ufX9p1XaWXOY8xrE0iWkxs3cyCFj9CNCVDq3mmLpXafP9+ScUDMUr0ISb/unv9xZmlEAsd4AA5kh3S6O8J3+RvBhywQOEK3MLJR+hKKOTfWyMv/iyi/dZEIgDRv/Awo7l5k7ZN6bdmGfciaETAyRsZJJOaZ7F7W7+6JQlkC80OAGjdkAbxlwpDy3RNQoijrGIhKtimDYlz5VoUg0SgzChPhAX/TflGfYKECVSZS3xCMPgoSRKNLfs0i6NPe38DX1doFB0hYJrXHwgqwBE8yWDKmAjVZNT/a3aNv9VHg51nsR0bQXMjyCZR64BNyxUk+Y+75uIyq+cQhzZrxFQEFvIR5H3/84x8/757yQq6AlgPffQ3gJpmRGASTA5wo167GBnIACpkhPDUsoLRboLqdRHsMopSv9gFjaSMRonf3KD3GYDAZI2GhLIBAgbYJbbs4HGDkrNoHfBi19AsgaQoHAFHO2uEzxo9xAggRUA/v2MWDxodq9Nk9V/pbl7cjNspZNAKcOcL/SnUhqrsHqABdBsKee33jTEoLUoc9HwAQqKeai917LioUISFZEeXdswWAafxENSJ977LAZrf03H19b/k6pHbwtV1Jys7uHhGL9FdsA2X/73Miyi46EyUYw5Z27l6kJqVKjJaAzJP3CQLMm5ShsZUeZYfdV8yuROcEhYgHDshiiBQBcK/MZR/ErXbsKmfjovwESOs7IkbPl6WAW2zCGCA1IqBHuRIC5tqfonOkL0sG6PeI17tXx13flgFE6MZH9oX9tfxGjJgD+LBEg5gFSHybkL5782Z+CDyYSFCzRcGKYKpZIPNoXpA/wSOTS2QieCn+Zjf2sCE2SjAYP3hB7Ho2H7t7AQVxYRzwIr7hM3wMvnadmLnm93z2y8EpzhIHuB5KtfckKilLnTNAlPLezOKlQKopHNGv/D2nYNiiOANmgABXj3uUcjBwlPoqrf+fH981qNKzgEqaDMkjRE5fUWKw9ZXC21tdRFtqZQCjZOaHM3BASpoxAjCOKT3Uc8m9Rwp8VwIjHsqQwTOmrvYXrZt77fCOPfqWXQGWHssHXIwhmyC0KH5lGtGDhVuisrunVLXH/ImCgY6I2rN3x8Pds0FgvfV5pAIE9s7yHoAD6KUPzb0UIOIGJLJZxq8+RAxR+NLDvdTj7s2reSbuRA93D8ARMD8jwrWTiEIufQYgZXPmU5SMaGScpKSddkUQ3b20p5Tz/7o1yXeBORFcMpMBRAoyDOzK/BAlyE/GqeU379WOLd9IPYv4ZUrYbNdswDpkv4un9vQ5c8DXetoW4b6LPJ2FsRlKdsZWu7vF//EhOG/eYJBI0ueV3bpzQBZAH/k0Iibc1bQFA4jcvN897CAo1OUFPOyLv8IYWbzeskeMwBokq6Qpg0Tc8S1j0R0NiFq7cAixYv4EJNpnfHtgkLkVHOE9ePDxt7/97fPupRMAvvpJB98PskQonJwj6JRIQ0e6eAPIMXSRgwFjDCJsnQaoXfHHYER3HFNkAwhExZ4lquhl9yYOgBEdyIoB7alIHKWHwwBO6mj3U5owffROxl1jBQTSwiKNvaNZexATI2/EVAK5e5ENkaS0YPwoaUbe9Lp+Ay6LcSh2QpCzUJNS9l3Z7bmcQ9vNiYgMQSGVPezm7jmN9zF47UWERBMx6nsVS0iBeb6smgAABc5JREFUTRJtSEIkZIUuOyckO97eZ27ZCxG0h3uscG3WhQ1K40nJyRL4N7syz8ai6ezd4YE8vJdf6pNFX8UHAplPS9+zZ/Yj26Emqe8ls/911SR7J84RkT4C/O6jNy+iXt+RvpYWhmv8UcapkT/RjVSRl1r7rlKXmVMu7Dnb+r/H+7IB0aYgSt8FRE09E55EEP9H6nwLJvNxPtRjkPnT3mLmWbCEiDRuFhX2VizPJdr2HAlBg/Hir77Xvc17D72sMIFIIMNV61L0uQdR4Ru+SUiI2vmfcYPZouVuqRPcEVTsh2DVHvghGMAH5qKfISY960uE/c9//vPz7hknsqNKuoINIaszczwqhTEjQuoASFX5iyINojoEsBY9UaaMBSE0zWhCvFdEC1xEV3ugC7IQUd69VI0JktYQSYiMqCrkwdm6PcL4UNscQdRiIn0XGCOokhmAIo4YFoPmAN6v3dKA3T5FuFC5iM5n9JEhAQ5G00V6hIM2mwvtpB4ROhXMQUQ/d28ezAEiNG977GIvZbj7/r3m0mSAFTECKO0ASt5NUXdRid/t1j0qGAFqHxDnsLUv5Q5lHI65ab6mAu9etNftZqIS7yFGvI9tAHxjDth6CMuuE5BFk4mwyGvP/+5uDWJf9KashbABG7EEgOFH7cr7ZD72CEvrUUQxhIPgoOss1AN3j7kxZgN+v+nPZqeWcHYNhDSnRat82/fg293DBc/QR+0gZMwn2/W9LtKDsZ7PRkWwsIaPI6JvzSObJOi0j6+rN1t4uAdQ9bCTDVrYGWHB38yzZ8jcdV0DguPT7NoaEQTtnd7h392FIOXOnowTLCQY4ATMNq7dcqtP+IbYF4VbQ2Fc2Rt/6bkW+iYTp2yjPR9/+ctfPu+eI5oc9aceIMH4kABFbCARJuNEahRQj9ITtRggRspIkKrB0GCgCNjunqLXZo6mL2rZDF0qhVhQ77z7OhXiveqB1Ln0kAnUzip7URQCsnjJuCEr46Q+DZy7WAlQq7MBZwQgE0D9WqSkHtxFesAOiZlXURXVyflFTsC8R/wReIQCEAFonEXEzXb0rds2Fuj3RjJEQxhKwUm7dauFH2sMkJVoCjkQpNrp/5t6RlrEIjHkO2rpSkMiDWKzY28e2ay+eZYoigjg/ACtIM3mjAfw4X9sg/hk/8itazcABKAktvf+X2KJgC0xAnB9M25Sk96vz6KcPY7x7vkIct3b0yy8Mq/8zrNaY0TMSJVt7j5YWTv2b757LaO+ID5gzF4sLNJeKXECpGsjRNZqw8CamEPCDm8iSI15F515r0yg6H0Pg5EpEcSo1fasgL1G07hoJ1uVPZA9UzJqkOe7BIGsxt6OZbeEPvl3U8+wQ+DDV/xprPkB3IWnPbUT7giKvMdncZXfE+GyNN2ijKvYxN7ShVP0XSROwDZTwkZ9VzbYLq6Pf//73593DyA4E1AS+d498F+iZnjSBYDU56mZ7t9F4iJpIIJsDegumaeiWnMRme4JU5QxkvM56U+E3ahF+ktEiJgN5K4ANhna2chf5LPETcFTokjE5BAUbReAVPPdayyNjxSm75qD3s3KcJG+dDuH0w5zZH4tLullKVJxQJAQk+IisIA4wAJCrcMBJESHwNmNuQAC+grguuIcuFC9gMniF3YO4JANcusaCSCHJDgaUtBHQKWmLiLqamzikXMTQ1KDbBMgEKbmSonh7kVHFtfoA4ISHYhC2QLy6N5bY6odbICPszvErW+dP+KNSNoFiXyWrxOIBGD7przFJtkvcQmXCOk9kbBbsRAcscMmCFJ4BXPYtz72JisiCZAjB+0gRPmldRX8Ufs7Puzboj3fgcEyEgQ+MuuBLnxnt+fpo3kj0mWQZCS63kfKnf/BQnjJP+EpbILNFTgwmaA3lsZJu2G16J1/wtC7R4R8k8DxfvV6Asw7+Xy3fWo7siVO8JH28cMtt/bQIdG3HVV8W0lIpG8ePXuPOL5760z023yx4f8D2+RWI5uOU5EAAAAASUVORK5CYII=" y="-149.952"/>
- </g>
- <g id="matplotlib.axis_13">
- <g id="xtick_31">
- <g id="line2d_11">
- <defs>
- <path d="M 0 0
- L 0 4.8
- " id="md2ea406d5c" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.889546 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-30"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_32">
- <g id="line2d_12">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="89.262266" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 46.00 -->
- <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 92.00 -->
- <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-39"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 138.00 -->
- <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_35">
- <g id="line2d_15">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="298.68121" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 184.00 -->
- <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-34"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#md2ea406d5c" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 230.00 -->
- <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="text_22">
- <!-- time (s) -->
- <defs>
- <path d="M 18.3125 70.21875
- L 18.3125 54.6875
- L 36.8125 54.6875
- L 36.8125 47.703125
- L 18.3125 47.703125
- L 18.3125 18.015625
- Q 18.3125 11.328125 20.140625 9.421875
- Q 21.96875 7.515625 27.59375 7.515625
- L 36.8125 7.515625
- L 36.8125 0
- L 27.59375 0
- Q 17.1875 0 13.234375 3.875
- Q 9.28125 7.765625 9.28125 18.015625
- L 9.28125 47.703125
- L 2.6875 47.703125
- L 2.6875 54.6875
- L 9.28125 54.6875
- L 9.28125 70.21875
- z
- " id="DejaVuSans-74"/>
- <path d="M 9.421875 54.6875
- L 18.40625 54.6875
- L 18.40625 0
- L 9.421875 0
- z
- M 9.421875 75.984375
- L 18.40625 75.984375
- L 18.40625 64.59375
- L 9.421875 64.59375
- z
- " id="DejaVuSans-69"/>
- <path d="M 31 75.875
- Q 24.46875 64.65625 21.28125 53.65625
- Q 18.109375 42.671875 18.109375 31.390625
- Q 18.109375 20.125 21.3125 9.0625
- Q 24.515625 -2 31 -13.1875
- L 23.1875 -13.1875
- Q 15.875 -1.703125 12.234375 9.375
- Q 8.59375 20.453125 8.59375 31.390625
- Q 8.59375 42.28125 12.203125 53.3125
- Q 15.828125 64.359375 23.1875 75.875
- z
- " id="DejaVuSans-28"/>
- <path d="M 44.28125 53.078125
- L 44.28125 44.578125
- Q 40.484375 46.53125 36.375 47.5
- Q 32.28125 48.484375 27.875 48.484375
- Q 21.1875 48.484375 17.84375 46.4375
- Q 14.5 44.390625 14.5 40.28125
- Q 14.5 37.15625 16.890625 35.375
- Q 19.28125 33.59375 26.515625 31.984375
- L 29.59375 31.296875
- Q 39.15625 29.25 43.1875 25.515625
- Q 47.21875 21.78125 47.21875 15.09375
- Q 47.21875 7.46875 41.1875 3.015625
- Q 35.15625 -1.421875 24.609375 -1.421875
- Q 20.21875 -1.421875 15.453125 -0.5625
- Q 10.6875 0.296875 5.421875 2
- L 5.421875 11.28125
- Q 10.40625 8.6875 15.234375 7.390625
- Q 20.0625 6.109375 24.8125 6.109375
- Q 31.15625 6.109375 34.5625 8.28125
- Q 37.984375 10.453125 37.984375 14.40625
- Q 37.984375 18.0625 35.515625 20.015625
- Q 33.0625 21.96875 24.703125 23.78125
- L 21.578125 24.515625
- Q 13.234375 26.265625 9.515625 29.90625
- Q 5.8125 33.546875 5.8125 39.890625
- Q 5.8125 47.609375 11.28125 51.796875
- Q 16.75 56 26.8125 56
- Q 31.78125 56 36.171875 55.265625
- Q 40.578125 54.546875 44.28125 53.078125
- z
- " id="DejaVuSans-73"/>
- <path d="M 8.015625 75.875
- L 15.828125 75.875
- Q 23.140625 64.359375 26.78125 53.3125
- Q 30.421875 42.28125 30.421875 31.390625
- Q 30.421875 20.453125 26.78125 9.375
- Q 23.140625 -1.703125 15.828125 -13.1875
- L 8.015625 -13.1875
- Q 14.5 -2 17.703125 9.0625
- Q 20.90625 20.125 20.90625 31.390625
- Q 20.90625 42.671875 17.703125 53.65625
- Q 14.5 64.65625 8.015625 75.875
- z
- " id="DejaVuSans-29"/>
- </defs>
- <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
- <use xlink:href="#DejaVuSans-74"/>
- <use x="39.208984" xlink:href="#DejaVuSans-69"/>
- <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
- <use x="164.404297" xlink:href="#DejaVuSans-65"/>
- <use x="225.927734" xlink:href="#DejaVuSans-20"/>
- <use x="257.714844" xlink:href="#DejaVuSans-28"/>
- <use x="296.728516" xlink:href="#DejaVuSans-73"/>
- <use x="348.828125" xlink:href="#DejaVuSans-29"/>
- </g>
- </g>
- </g>
- <g id="matplotlib.axis_14"/>
- </g>
- </g>
- <defs>
- <clipPath id="pef33c1e9c1">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="p4f945d7d25">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="pd8f62bae70">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="p1f85ad70ed">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="p7659f61243">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="p57898c49f8">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="pd58af2fdb7">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|