diff --git a/examples/ced_example.ipynb b/examples/ced_example.ipynb index 119df2a..6cdf470 100644 --- a/examples/ced_example.ipynb +++ b/examples/ced_example.ipynb @@ -9,7 +9,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "faster_coco_eval.__version__='1.5.4'\n" + "faster_coco_eval.__version__='1.5.5'\n" ] } ], @@ -32,8 +32,8 @@ "metadata": {}, "outputs": [], "source": [ - "prepared_coco_in_dict = COCO.load_json(\"../tests/kp_dataset/gt_dataset.json\")\n", - "prepared_anns = COCO.load_json(\"../tests/kp_dataset/dt_dataset.json\")" + "prepared_coco_in_dict = COCO.load_json(\"../tests/synth_test_dataset/test.json\")\n", + "prepared_anns = COCO.load_json(\"../tests/synth_test_dataset/result_data.json\")" ] }, { @@ -55,7 +55,7 @@ "cocoDt = cocoGt.loadRes(prepared_anns)\n", "\n", "cocoEval = COCOeval_faster(\n", - " cocoGt, cocoDt, iouType, extra_calc=True, kpt_oks_sigmas=[0.025] * 4\n", + " cocoGt, cocoDt, iouType, extra_calc=True, kpt_oks_sigmas=[0.01] * 4\n", ")\n", "\n", "cocoEval.evaluate()\n", @@ -71,18 +71,18 @@ { "data": { "text/plain": [ - "{'AP_all': 0.9763163924878505,\n", - " 'AP_50': 0.9801980198019802,\n", - " 'AP_75': 0.9801980198019802,\n", + "{'AP_all': 0.8877048841154976,\n", + " 'AP_50': 1.0,\n", + " 'AP_75': 1.0,\n", " 'AP_medium': -1.0,\n", - " 'AP_large': 0.9763163924878505,\n", - " 'AR_all': 0.982608695652174,\n", - " 'AR_second': 0.9855072463768116,\n", - " 'AR_third': 0.9855072463768116,\n", + " 'AP_large': 0.8877048841154976,\n", + " 'AR_all': 0.9267605633802816,\n", + " 'AR_second': 1.0,\n", + " 'AR_third': 1.0,\n", " 'AR_medium': -1.0,\n", - " 'AR_large': 0.982608695652174,\n", - " 'mIoU': 0.9743220702458776,\n", - " 'mAUC_50': 0.98}" + " 'AR_large': 0.9267605633802816,\n", + " 'mIoU': 0.9378257896663419,\n", + " 'mAUC_50': 1.0}" ] }, "execution_count": 5, @@ -136,2017 +136,10097 @@ }, "data": [ { - "hovertemplate": "%{y:.2f}%
mse: %{x:.2f}
", + "hovertemplate": "%{y:.2f}%
mae: %{x:.2f}
dial_skelet -> center
", + "legendgrouptitle": { + "text": "CED Curve [dial_skelet]" + }, + "mode": "lines", + "name": "center", + "showlegend": true, + "type": "scatter", + "visible": false, + "x": [ + 0, + 0.13833333333334963, + 0.14041985799675022, + 0.1425063826601508, + 0.1445929073235514, + 0.14667943198695202, + 0.1487659566503526, + 0.1508524813137532, + 0.1529390059771538, + 0.15502553064055438, + 0.15711205530395497, + 0.1591985799673556, + 0.16128510463075618, + 0.16337162929415677, + 0.16545815395755736, + 0.16754467862095795, + 0.16963120328435854, + 0.17171772794775914, + 0.17380425261115975, + 0.17589077727456034, + 0.17797730193796094, + 0.18006382660136153, + 0.18215035126476212, + 0.18423687592816274, + 0.18632340059156333, + 0.18840992525496392, + 0.1904964499183645, + 0.1925829745817651, + 0.1946694992451657, + 0.19675602390856628, + 0.19884254857196687, + 0.20092907323536746, + 0.20301559789876808, + 0.20510212256216867, + 0.20718864722556926, + 0.20927517188896988, + 0.21136169655237047, + 0.21344822121577106, + 0.21553474587917165, + 0.21762127054257224, + 0.21970779520597283, + 0.22179431986937342, + 0.22388084453277401, + 0.2259673691961746, + 0.2280538938595752, + 0.23014041852297581, + 0.2322269431863764, + 0.234313467849777, + 0.23639999251317761, + 0.2384865171765782, + 0.2405730418399788, + 0.2426595665033794, + 0.24474609116677998, + 0.24683261583018057, + 0.24891914049358116, + 0.25100566515698175, + 0.25309218982038234, + 0.25517871448378293, + 0.2572652391471836, + 0.2593517638105841, + 0.26143828847398476, + 0.2635248131373853, + 0.26561133780078594, + 0.26769786246418653, + 0.2697843871275871, + 0.2718709117909877, + 0.2739574364543883, + 0.2760439611177889, + 0.2781304857811895, + 0.28021701044459013, + 0.28230353510799067, + 0.2843900597713913, + 0.28647658443479185, + 0.2885631090981925, + 0.29064963376159303, + 0.2927361584249937, + 0.29482268308839427, + 0.29690920775179486, + 0.29899573241519545, + 0.30108225707859604, + 0.30316878174199663, + 0.3052553064053972, + 0.30734183106879787, + 0.3094283557321984, + 0.31151488039559905, + 0.3136014050589996, + 0.31568792972240023, + 0.31777445438580076, + 0.3198609790492014, + 0.321947503712602, + 0.3240340283760026, + 0.3261205530394032, + 0.3282070777028038, + 0.33029360236620436, + 0.33238012702960495, + 0.3344666516930056, + 0.33655317635640614, + 0.3386397010198068, + 0.3407262256832073, + 0.34281275034660796, + 0.3448992750100085, + 0.34698579967340915, + 0.34907232433680974, + 0.3511588490002103, + 0.3532453736636109, + 0.3553318983270115, + 0.3574184229904121, + 0.3595049476538127, + 0.36159147231721334, + 0.36367799698061387, + 0.3657645216440145, + 0.36785104630741505, + 0.3699375709708157, + 0.3720240956342163, + 0.3741106202976169, + 0.37619714496101747, + 0.37828366962441806, + 0.38037019428781865, + 0.38245671895121924, + 0.38454324361461983, + 0.3866297682780204, + 0.388716292941421, + 0.3908028176048216, + 0.39288934226822225, + 0.39497586693162284, + 0.39706239159502343, + 0.399148916258424, + 0.4012354409218246, + 0.4033219655852252, + 0.4054084902486258, + 0.4074950149120264, + 0.409581539575427, + 0.41166806423882757, + 0.41375458890222816, + 0.41584111356562875, + 0.41792763822902934, + 0.42001416289243, + 0.4221006875558306, + 0.42418721221923117, + 0.42627373688263176, + 0.42836026154603235, + 0.43044678620943294, + 0.43253331087283353, + 0.4346198355362341, + 0.4367063601996347, + 0.4387928848630353, + 0.4408794095264359, + 0.4429659341898365, + 0.4450524588532371, + 0.4471389835166377, + 0.4492255081800383, + 0.4513120328434389, + 0.4533985575068395, + 0.4554850821702401, + 0.4575716068336407, + 0.45965813149704127, + 0.46174465616044186, + 0.46383118082384245, + 0.46591770548724304, + 0.46800423015064363, + 0.4700907548140442, + 0.4721772794774448, + 0.47426380414084546, + 0.47635032880424605, + 0.47843685346764664, + 0.48052337813104723, + 0.4826099027944478, + 0.4846964274578484, + 0.486782952121249, + 0.4888694767846496, + 0.4909560014480502, + 0.4930425261114508, + 0.49512905077485136, + 0.49721557543825196, + 0.4993021001016526, + 0.5013886247650532, + 0.5034751494284537, + 0.5055616740918544, + 0.507648198755255, + 0.5097347234186556, + 0.5118212480820561, + 0.5139077727454567, + 0.5159942974088574, + 0.5180808220722579, + 0.5201673467356585, + 0.5222538713990591, + 0.5243403960624597, + 0.5264269207258603, + 0.5285134453892609, + 0.5305999700526616, + 0.5326864947160621, + 0.5347730193794626, + 0.5368595440428633, + 0.5389460687062639, + 0.5410325933696645, + 0.543119118033065, + 0.5452056426964657, + 0.5472921673598663, + 0.5493786920232668, + 0.5514652166866674, + 0.5535517413500681, + 0.5556382660134687, + 0.5577247906768692, + 0.5598113153402698, + 0.5618978400036705, + 0.563984364667071, + 0.5660708893304716, + 0.5681574139938722, + 0.5702439386572729, + 0.5723304633206734, + 0.5744169879840739, + 0.5765035126474746, + 0.5785900373108752, + 0.5806765619742758, + 0.5827630866376764, + 0.584849611301077, + 0.5869361359644776, + 0.5890226606278781, + 0.5911091852912788, + 0.5931957099546794, + 0.5952822346180799, + 0.5973687592814805, + 0.5994552839448811, + 0.6015418086082818, + 0.6036283332716823, + 0.605714857935083, + 0.6078013825984836, + 0.6098879072618841, + 0.6119744319252847, + 0.6140609565886853, + 0.616147481252086, + 0.6182340059154865, + 0.620320530578887, + 0.6224070552422877, + 0.6244935799056883, + 0.6265801045690889, + 0.6286666292324894, + 0.63075315389589, + 0.6328396785592907, + 0.6349262032226912, + 0.6370127278860919, + 0.6390992525494924, + 0.641185777212893, + 0.6432723018762936, + 0.6453588265396942, + 0.6474453512030949, + 0.6495318758664954, + 0.6516184005298961, + 0.6537049251932966, + 0.6557914498566972, + 0.6578779745200978, + 0.6599644991834984, + 0.662051023846899, + 0.6641375485102996, + 0.6662240731737001, + 0.6683105978371008, + 0.6703971225005013, + 0.672483647163902, + 0.6745701718273026, + 0.6766566964907031, + 0.6787432211541038, + 0.6808297458175043, + 0.682916270480905, + 0.6850027951443055, + 0.6870893198077062, + 0.6891758444711067, + 0.6912623691345073, + 0.6933488937979079, + 0.6954354184613085, + 0.697521943124709, + 0.6996084677881097, + 0.7016949924515103, + 0.7037815171149109, + 0.7058680417783115, + 0.7079545664417121, + 0.7100410911051127, + 0.7121276157685132, + 0.7142141404319139, + 0.7163006650953144, + 0.7183871897587151, + 0.7204737144221156, + 0.7225602390855163, + 0.7246467637489168, + 0.7267332884123174, + 0.7288198130757181, + 0.7309063377391186, + 0.7329928624025193, + 0.7350793870659198, + 0.7371659117293204, + 0.739252436392721, + 0.7413389610561216, + 0.7434254857195222, + 0.7455120103829228, + 0.7475985350463233, + 0.749685059709724, + 0.7517715843731245, + 0.7538581090365252, + 0.7559446336999258, + 0.7580311583633264, + 0.760117683026727, + 0.7622042076901275, + 0.7642907323535282, + 0.7663772570169287, + 0.7684637816803294, + 0.7705503063437299, + 0.7726368310071305, + 0.7747233556705311, + 0.7768098803339317, + 0.7788964049973323, + 0.7809829296607329, + 0.7830694543241336, + 0.7851559789875341, + 0.7872425036509347, + 0.7893290283143353, + 0.7914155529777359, + 0.7935020776411364, + 0.7955886023045371, + 0.7976751269679376, + 0.7997616516313383, + 0.8018481762947388, + 0.8039347009581395, + 0.80602122562154, + 0.8081077502849406, + 0.8101942749483413, + 0.8122807996117418, + 0.8143673242751425, + 0.816453848938543, + 0.8185403736019436, + 0.8206268982653442, + 0.8227134229287448, + 0.8247999475921454, + 0.826886472255546, + 0.8289729969189465, + 0.8310595215823472, + 0.8331460462457478, + 0.8352325709091484, + 0.837319095572549, + 0.8394056202359496, + 0.8414921448993502, + 0.8435786695627507, + 0.8456651942261514, + 0.8477517188895519, + 0.8498382435529526, + 0.8519247682163531, + 0.8540112928797537, + 0.8560978175431543, + 0.8581843422065549, + 0.8602708668699556, + 0.8623573915333561, + 0.8644439161967568, + 0.8665304408601573, + 0.8686169655235579, + 0.8707034901869585, + 0.8727900148503591, + 0.8748765395137597, + 0.8769630641771603, + 0.8790495888405608, + 0.8811361135039615, + 0.883222638167362, + 0.8853091628307627, + 0.8873956874941633, + 0.8894822121575638, + 0.8915687368209645, + 0.893655261484365, + 0.8957417861477657, + 0.8978283108111662, + 0.8999148354745669, + 0.9020013601379674, + 0.904087884801368, + 0.9061744094647686, + 0.9082609341281692, + 0.9103474587915698, + 0.9124339834549704, + 0.914520508118371, + 0.9166070327817716, + 0.9186935574451722, + 0.9207800821085728, + 0.9228666067719734, + 0.9249531314353739, + 0.9270396560987746, + 0.9291261807621751, + 0.9312127054255758, + 0.9332992300889763, + 0.935385754752377, + 0.9374722794157775, + 0.9395588040791781, + 0.9416453287425788, + 0.9437318534059793, + 0.94581837806938, + 0.9479049027327805, + 0.9499914273961811, + 0.9520779520595817, + 0.9541644767229823, + 0.9562510013863829, + 0.9583375260497835, + 0.960424050713184, + 0.9625105753765847, + 0.9645971000399852, + 0.9666836247033859, + 0.9687701493667865, + 0.970856674030187, + 0.9729431986935877, + 0.9750297233569882, + 0.9771162480203889, + 0.9792027726837894, + 0.9812892973471901, + 0.9833758220105906, + 0.9854623466739912, + 0.9875488713373918, + 0.9896353960007924, + 0.991721920664193, + 0.9938084453275936, + 0.9958949699909942, + 0.9979814946543948, + 1.0000680193177955, + 1.002154543981196, + 1.0042410686445966, + 1.0063275933079971, + 1.0084141179713977, + 1.0105006426347982, + 1.012587167298199, + 1.0146736919615995, + 1.0167602166250003, + 1.0188467412884008, + 1.0209332659518013, + 1.0230197906152019, + 1.0251063152786024, + 1.0271928399420032, + 1.0292793646054037, + 1.0313658892688045, + 1.033452413932205, + 1.0355389385956055, + 1.037625463259006, + 1.0397119879224066, + 1.0417985125858071, + 1.043885037249208, + 1.0459715619126084, + 1.0480580865760092, + 1.0501446112394097, + 1.0522311359028103, + 1.0543176605662108, + 1.0564041852296113, + 1.058490709893012, + 1.0605772345564126, + 1.0626637592198134, + 1.064750283883214, + 1.0668368085466144, + 1.068923333210015, + 1.0710098578734155, + 1.0730963825368163, + 1.0751829072002168, + 1.0772694318636176, + 1.079355956527018, + 1.0814424811904186, + 1.0835290058538192, + 1.0856155305172197, + 1.0877020551806202, + 1.089788579844021, + 1.0918751045074215, + 1.0939616291708223, + 1.0960481538342228, + 1.0981346784976234, + 1.100221203161024, + 1.1023077278244244, + 1.1043942524878252, + 1.1064807771512257, + 1.1085673018146265, + 1.110653826478027, + 1.1127403511414276, + 1.114826875804828, + 1.1169134004682286, + 1.1189999251316292, + 1.12108644979503, + 1.1231729744584305, + 1.1252594991218312, + 1.1273460237852317, + 1.1294325484486323, + 1.1315190731120328, + 1.1336055977754333, + 1.135692122438834, + 1.1377786471022346, + 1.1398651717656352, + 1.141951696429036, + 1.1440382210924365, + 1.146124745755837, + 1.1482112704192375, + 1.1502977950826383, + 1.1523843197460388, + 1.1544708444094394, + 1.1565573690728401, + 1.1586438937362407, + 1.1607304183996412, + 1.1628169430630417, + 1.1649034677264425, + 1.166989992389843, + 1.1690765170532436, + 1.171163041716644, + 1.1732495663800449, + 1.1753360910434454, + 1.177422615706846, + 1.1795091403702465, + 1.1815956650336472, + 1.1836821896970477, + 1.1857687143604483, + 1.187855239023849, + 1.1899417636872496, + 1.1920282883506501, + 1.1941148130140506, + 1.1962013376774514, + 1.198287862340852, + 1.2003743870042525, + 1.202460911667653, + 1.2045474363310538, + 1.2066339609944543, + 1.2087204856578548, + 1.2108070103212556, + 1.2128935349846561, + 1.2149800596480567, + 1.2170665843114572, + 1.219153108974858, + 1.2212396336382585, + 1.223326158301659, + 1.2254126829650596, + 1.2274992076284603, + 1.2295857322918609, + 1.2316722569552614, + 1.2337587816186621, + 1.2358453062820627, + 1.2379318309454632, + 1.2400183556088638, + 1.2421048802722645, + 1.244191404935665, + 1.2462779295990656, + 1.2483644542624661, + 1.2504509789258669, + 1.2525375035892674, + 1.254624028252668, + 1.2567105529160685, + 1.2587970775794692, + 1.2608836022428698, + 1.2629701269062703, + 1.265056651569671, + 1.2671431762330716, + 1.2692297008964721, + 1.2713162255598727, + 1.2734027502232734, + 1.275489274886674, + 1.2775757995500745, + 1.279662324213475, + 1.2817488488768758, + 1.2838353735402763, + 1.2859218982036769, + 1.2880084228670776, + 1.2900949475304782, + 1.2921814721938787, + 1.2942679968572792, + 1.29635452152068, + 1.2984410461840805, + 1.300527570847481, + 1.3026140955108816, + 1.3047006201742823, + 1.3067871448376829, + 1.3088736695010834, + 1.310960194164484, + 1.3130467188278847, + 1.3151332434912852, + 1.3172197681546858, + 1.3193062928180865, + 1.321392817481487, + 1.3234793421448876, + 1.3255658668082881, + 1.327652391471689, + 1.3297389161350894, + 1.33182544079849, + 1.3339119654618905, + 1.3359984901252913, + 1.3380850147886918, + 1.3401715394520923, + 1.342258064115493, + 1.3443445887788936, + 1.3464311134422942, + 1.3485176381056947, + 1.3506041627690955, + 1.352690687432496, + 1.3547772120958965, + 1.356863736759297, + 1.3589502614226978, + 1.3610367860860983, + 1.3631233107494989, + 1.3652098354128994, + 1.3672963600763002, + 1.3693828847397007, + 1.3714694094031012, + 1.373555934066502, + 1.3756424587299025, + 1.377728983393303, + 1.3798155080567036, + 1.3819020327201044, + 1.383988557383505, + 1.3860750820469054, + 1.388161606710306, + 1.3902481313737067, + 1.3923346560371073, + 1.3944211807005078, + 1.3965077053639086, + 1.398594230027309, + 1.4006807546907096, + 1.4027672793541102, + 1.404853804017511, + 1.4069403286809115, + 1.409026853344312, + 1.4111133780077125, + 1.4131999026711133, + 1.4152864273345138, + 1.4173729519979144, + 1.419459476661315, + 1.4215460013247156, + 1.4236325259881162, + 1.4257190506515167, + 1.4278055753149175, + 1.429892099978318, + 1.4319786246417185, + 1.434065149305119, + 1.4361516739685198, + 1.4382381986319204, + 1.440324723295321, + 1.4424112479587214, + 1.4444977726221222, + 1.4465842972855227, + 1.4486708219489233, + 1.450757346612324, + 1.4528438712757246, + 1.454930395939125, + 1.4570169206025256, + 1.4591034452659264, + 1.461189969929327, + 1.4632764945927275, + 1.465363019256128, + 1.4674495439195288, + 1.4695360685829293, + 1.4716225932463298, + 1.4737091179097304, + 1.4757956425731311, + 1.4778821672365317, + 1.4799686918999322, + 1.482055216563333, + 1.4841417412267335, + 1.486228265890134, + 1.4883147905535346, + 1.4904013152169353, + 1.4924878398803358, + 1.4945743645437364, + 1.496660889207137, + 1.4987474138705377, + 1.5008339385339382, + 1.5029204631973387, + 1.5050069878607395, + 1.50709351252414, + 1.5091800371875406, + 1.511266561850941, + 1.5133530865143419, + 1.5154396111777424, + 1.517526135841143, + 1.5196126605045435, + 1.5216991851679442, + 1.5237857098313448, + 1.5258722344947453, + 1.527958759158146, + 1.5300452838215466, + 1.5321318084849471, + 1.5342183331483477, + 1.5363048578117484, + 1.538391382475149, + 1.5404779071385495, + 1.54256443180195, + 1.5446509564653508, + 1.5467374811287513, + 1.5488240057921518, + 1.5509105304555524, + 1.5529970551189531, + 1.5550835797823537, + 1.5571701044457542, + 1.559256629109155, + 1.5613431537725555, + 1.563429678435956, + 1.5655162030993566, + 1.5676027277627573, + 1.5696892524261579, + 1.5717757770895584, + 1.573862301752959, + 1.5759488264163597, + 1.5780353510797602, + 1.5801218757431608, + 1.5822084004065615, + 1.584294925069962, + 1.5863814497333626, + 1.5884679743967631, + 1.5905544990601639, + 1.5926410237235644, + 1.594727548386965, + 1.5968140730503655, + 1.5989005977137662, + 1.6009871223771668, + 1.6030736470405673, + 1.6051601717039679, + 1.6072466963673686, + 1.6093332210307691, + 1.6114197456941697, + 1.6135062703575704, + 1.615592795020971, + 1.6176793196843715, + 1.619765844347772, + 1.6218523690111728, + 1.6239388936745733, + 1.6260254183379739, + 1.6281119430013744, + 1.6301984676647752, + 1.6322849923281757, + 1.6343715169915762, + 1.636458041654977, + 1.6385445663183775, + 1.640631090981778, + 1.6427176156451786, + 1.6448041403085794, + 1.64689066497198, + 1.6489771896353804, + 1.651063714298781, + 1.6531502389621817, + 1.6552367636255823, + 1.6573232882889828, + 1.6594098129523833, + 1.661496337615784, + 1.6635828622791846, + 1.6656693869425852, + 1.667755911605986, + 1.6698424362693864, + 1.671928960932787, + 1.6740154855961875, + 1.6761020102595883, + 1.6781885349229888, + 1.6802750595863893, + 1.6823615842497899, + 1.6844481089131906, + 1.6865346335765912, + 1.6886211582399917, + 1.6907076829033925, + 1.692794207566793, + 1.6948807322301935, + 1.696967256893594, + 1.6990537815569948, + 1.7011403062203954, + 1.703226830883796, + 1.7053133555471964, + 1.7073998802105972, + 1.7094864048739977, + 1.7115729295373983, + 1.7136594542007988, + 1.7157459788641996, + 1.7178325035276, + 1.7199190281910006, + 1.7220055528544014, + 1.724092077517802, + 1.7261786021812024, + 1.728265126844603, + 1.7303516515080037, + 1.7324381761714043, + 1.7345247008348048, + 1.7366112254982053, + 1.738697750161606, + 1.7407842748250066, + 1.7428707994884072, + 1.744957324151808, + 1.7470438488152085, + 1.749130373478609, + 1.7512168981420095, + 1.7533034228054103, + 1.7553899474688108, + 1.7574764721322114, + 1.759562996795612, + 1.7616495214590127, + 1.7637360461224132, + 1.7658225707858137, + 1.7679090954492145, + 1.769995620112615, + 1.7720821447760156, + 1.774168669439416, + 1.7762551941028168, + 1.7783417187662174, + 1.780428243429618, + 1.7825147680930185, + 1.7846012927564192, + 1.7866878174198197, + 1.7887743420832203, + 1.7908608667466208, + 1.7929473914100216, + 1.795033916073422, + 1.7971204407368226, + 1.7992069654002234, + 1.801293490063624, + 1.8033800147270245, + 1.805466539390425, + 1.8075530640538258, + 1.8096395887172263, + 1.8117261133806268, + 1.8138126380440274, + 1.8158991627074281, + 1.8179856873708287, + 1.8200722120342292, + 1.82215873669763, + 1.8242452613610305, + 1.826331786024431, + 1.8284183106878316, + 1.8305048353512323, + 1.8325913600146329, + 1.8346778846780334, + 1.836764409341434, + 1.8388509340048347, + 1.8409374586682352, + 1.8430239833316358, + 1.8451105079950363, + 1.847197032658437, + 1.8492835573218376, + 1.8513700819852381, + 1.8534566066486389, + 1.8555431313120394, + 1.85762965597544, + 1.8597161806388405, + 1.8618027053022412, + 1.8638892299656418, + 1.8659757546290423, + 1.8680622792924428, + 1.8701488039558436, + 1.8722353286192441, + 1.8743218532826447, + 1.8764083779460454, + 1.878494902609446, + 1.8805814272728465, + 1.882667951936247, + 1.8847544765996478, + 1.8868410012630483, + 1.8889275259264489, + 1.8910140505898494, + 1.8931005752532502, + 1.8951870999166507, + 1.8972736245800512, + 1.8993601492434518, + 1.9014466739068525, + 1.903533198570253, + 1.9056197232336536, + 1.9077062478970543, + 1.9097927725604549, + 1.9118792972238554, + 1.913965821887256, + 1.9160523465506567, + 1.9181388712140572, + 1.9202253958774578, + 1.9223119205408583, + 1.924398445204259, + 1.9264849698676596, + 1.9285714945310601, + 1.930658019194461, + 1.9327445438578614, + 1.934831068521262, + 1.9369175931846625, + 1.9390041178480633, + 1.9410906425114638, + 1.9431771671748643, + 1.9452636918382649, + 1.9473502165016656, + 1.9494367411650662, + 1.9515232658284667, + 1.9536097904918672, + 1.955696315155268, + 1.9577828398186685, + 1.959869364482069, + 1.9619558891454698, + 1.9640424138088703, + 1.9661289384722709, + 1.9682154631356714, + 1.9703019877990722, + 1.9723885124624727, + 1.9744750371258732, + 1.9765615617892738, + 1.9786480864526745, + 1.980734611116075, + 1.9828211357794756, + 1.9849076604428764, + 1.986994185106277, + 1.9890807097696774, + 1.991167234433078, + 1.9932537590964787, + 1.9953402837598793, + 1.9974268084232798, + 1.9995133330866803, + 2.0015998577500813, + 2.0036863824134814, + 2.0057729070768824, + 2.007859431740283, + 2.0099459564036835, + 2.012032481067084, + 2.0141190057304845, + 2.0162055303938855, + 2.0182920550572856, + 2.0203785797206866, + 2.0224651043840867, + 2.0245516290474876, + 2.026638153710888, + 2.0287246783742887, + 2.0308112030376892, + 2.03289772770109, + 2.0349842523644908, + 2.037070777027891, + 2.039157301691292, + 2.0412438263546924, + 2.043330351018093, + 2.0454168756814934, + 2.047503400344894, + 2.049589925008295, + 2.051676449671695, + 2.053762974335096, + 2.0558494989984966, + 2.057936023661897, + 2.0600225483252976, + 2.062109072988698, + 2.064195597652099, + 2.0662821223154992, + 2.0683686469789, + 2.0704551716423008, + 2.0725416963057013, + 2.074628220969102, + 2.0767147456325024, + 2.0788012702959033, + 2.0808877949593034, + 2.0829743196227044, + 2.0850608442861045, + 2.0871473689495055, + 2.089233893612906, + 2.0913204182763065, + 2.0934069429397075, + 2.0954934676031076, + 2.0975799922665086, + 2.0996665169299087, + 2.1017530415933097, + 2.10383956625671, + 2.1059260909201107, + 2.1080126155835113, + 2.110099140246912, + 2.112185664910313, + 2.114272189573713, + 2.116358714237114, + 2.1184452389005144, + 2.120531763563915, + 2.1226182882273155, + 2.124704812890716, + 2.126791337554117, + 2.128877862217517, + 2.130964386880918, + 2.1330509115443186, + 2.135137436207719, + 2.1372239608711197, + 2.13931048553452, + 2.1413970101979207, + 2.1434835348613217, + 2.1455700595247222, + 2.1476565841881228, + 2.1497431088515233, + 2.151829633514924, + 2.1539161581783244, + 2.156002682841725, + 2.1580892075051255, + 2.1601757321685264, + 2.162262256831927, + 2.1643487814953275, + 2.166435306158728, + 2.1685218308221286, + 2.170608355485529, + 2.1726948801489296, + 2.1747814048123306, + 2.176867929475731, + 2.1789544541391317, + 2.1810409788025322, + 2.1831275034659328, + 2.1852140281293333, + 2.187300552792734, + 2.1893870774561344, + 2.1914736021195353, + 2.193560126782936, + 2.1956466514463364, + 2.197733176109737, + 2.1998197007731375, + 2.201906225436538, + 2.2039927500999386, + 2.2060792747633395, + 2.20816579942674, + 2.2102523240901406, + 2.212338848753541, + 2.2144253734169417, + 2.216511898080342, + 2.2185984227437427, + 2.2206849474071433, + 2.2227714720705443, + 5.308541666666656 + ], + "y": [ + 0, + 0, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 100 + ] + }, + { + "hovertemplate": "%{y:.2f}%
mae: %{x:.2f}
dial_skelet -> left_value
", + "legendgrouptitle": { + "text": "CED Curve [dial_skelet]" + }, + "mode": "lines", + "name": "left_value", + "showlegend": true, + "type": "scatter", + "visible": false, + "x": [ + 0, + 0.13458333333336725, + 0.13675868364881164, + 0.138934033964256, + 0.14110938427970038, + 0.14328473459514476, + 0.14546008491058915, + 0.1476354352260335, + 0.1498107855414779, + 0.15198613585692228, + 0.15416148617236666, + 0.15633683648781102, + 0.1585121868032554, + 0.1606875371186998, + 0.16286288743414418, + 0.16503823774958853, + 0.16721358806503292, + 0.1693889383804773, + 0.17156428869592166, + 0.17373963901136605, + 0.17591498932681043, + 0.17809033964225482, + 0.1802656899576992, + 0.18244104027314356, + 0.18461639058858795, + 0.18679174090403233, + 0.1889670912194767, + 0.19114244153492108, + 0.19331779185036546, + 0.19549314216580982, + 0.19766849248125423, + 0.1998438427966986, + 0.20201919311214298, + 0.20419454342758736, + 0.20636989374303172, + 0.2085452440584761, + 0.2107205943739205, + 0.21289594468936485, + 0.21507129500480923, + 0.21724664532025362, + 0.21942199563569798, + 0.2215973459511424, + 0.22377269626658675, + 0.22594804658203113, + 0.22812339689747552, + 0.23029874721291987, + 0.23247409752836426, + 0.23464944784380865, + 0.236824798159253, + 0.2390001484746974, + 0.24117549879014177, + 0.24335084910558613, + 0.24552619942103054, + 0.2477015497364749, + 0.2498769000519193, + 0.2520522503673637, + 0.25422760068280803, + 0.2564029509982524, + 0.2585783013136968, + 0.2607536516291412, + 0.26292900194458557, + 0.26510435226002993, + 0.2672797025754743, + 0.2694550528909187, + 0.27163040320636306, + 0.27380575352180747, + 0.27598110383725183, + 0.2781564541526962, + 0.28033180446814054, + 0.28250715478358496, + 0.28468250509902937, + 0.28685785541447373, + 0.2890332057299181, + 0.29120855604536244, + 0.29338390636080686, + 0.2955592566762512, + 0.2977346069916956, + 0.29990995730714, + 0.30208530762258434, + 0.3042606579380287, + 0.3064360082534731, + 0.3086113585689175, + 0.3107867088843619, + 0.31296205919980624, + 0.3151374095152506, + 0.317312759830695, + 0.31948811014613937, + 0.3216634604615838, + 0.32383881077702814, + 0.3260141610924725, + 0.32818951140791686, + 0.33036486172336127, + 0.3325402120388057, + 0.33471556235425004, + 0.3368909126696944, + 0.33906626298513876, + 0.34124161330058317, + 0.3434169636160275, + 0.34559231393147194, + 0.3477676642469163, + 0.34994301456236065, + 0.352118364877805, + 0.3542937151932494, + 0.35646906550869384, + 0.3586444158241382, + 0.36081976613958255, + 0.3629951164550269, + 0.3651704667704713, + 0.36734581708591574, + 0.3695211674013601, + 0.37169651771680445, + 0.3738718680322488, + 0.3760472183476932, + 0.3782225686631376, + 0.380397918978582, + 0.38257326929402635, + 0.3847486196094707, + 0.3869239699249151, + 0.3890993202403595, + 0.39127467055580384, + 0.39345002087124825, + 0.3956253711866926, + 0.39780072150213697, + 0.3999760718175814, + 0.40215142213302574, + 0.40432677244847015, + 0.4065021227639145, + 0.40867747307935887, + 0.4108528233948033, + 0.41302817371024764, + 0.415203524025692, + 0.4173788743411364, + 0.41955422465658077, + 0.4217295749720251, + 0.42390492528746954, + 0.4260802756029139, + 0.4282556259183583, + 0.43043097623380266, + 0.432606326549247, + 0.43478167686469144, + 0.4369570271801358, + 0.43913237749558015, + 0.44130772781102456, + 0.4434830781264689, + 0.44565842844191333, + 0.4478337787573577, + 0.45000912907280205, + 0.45218447938824646, + 0.4543598297036908, + 0.4565351800191352, + 0.4587105303345796, + 0.46088588065002395, + 0.4630612309654683, + 0.4652365812809127, + 0.4674119315963571, + 0.4695872819118015, + 0.47176263222724585, + 0.4739379825426902, + 0.4761133328581346, + 0.478288683173579, + 0.48046403348902333, + 0.48263938380446775, + 0.4848147341199121, + 0.48699008443535646, + 0.4891654347508009, + 0.49134078506624523, + 0.49351613538168965, + 0.495691485697134, + 0.49786683601257836, + 0.5000421863280228, + 0.5022175366434671, + 0.5043928869589115, + 0.5065682372743558, + 0.5087435875898003, + 0.5109189379052447, + 0.513094288220689, + 0.5152696385361334, + 0.5174449888515777, + 0.5196203391670222, + 0.5217956894824665, + 0.5239710397979109, + 0.5261463901133553, + 0.5283217404287996, + 0.5304970907442441, + 0.5326724410596884, + 0.5348477913751328, + 0.5370231416905772, + 0.5391984920060215, + 0.541373842321466, + 0.5435491926369103, + 0.5457245429523547, + 0.5478998932677991, + 0.5500752435832434, + 0.5522505938986878, + 0.5544259442141322, + 0.5566012945295766, + 0.558776644845021, + 0.5609519951604653, + 0.5631273454759097, + 0.5653026957913541, + 0.5674780461067985, + 0.5696533964222428, + 0.5718287467376872, + 0.5740040970531316, + 0.576179447368576, + 0.5783547976840204, + 0.5805301479994647, + 0.5827054983149091, + 0.5848808486303535, + 0.5870561989457979, + 0.5892315492612423, + 0.5914068995766866, + 0.593582249892131, + 0.5957576002075754, + 0.5979329505230198, + 0.6001083008384642, + 0.6022836511539085, + 0.6044590014693529, + 0.6066343517847973, + 0.6088097021002417, + 0.610985052415686, + 0.6131604027311304, + 0.6153357530465748, + 0.6175111033620192, + 0.6196864536774636, + 0.6218618039929079, + 0.6240371543083523, + 0.6262125046237967, + 0.628387854939241, + 0.6305632052546855, + 0.6327385555701298, + 0.6349139058855742, + 0.6370892562010185, + 0.639264606516463, + 0.6414399568319074, + 0.6436153071473517, + 0.6457906574627961, + 0.6479660077782404, + 0.6501413580936849, + 0.6523167084091293, + 0.6544920587245736, + 0.656667409040018, + 0.6588427593554623, + 0.6610181096709067, + 0.6631934599863512, + 0.6653688103017955, + 0.6675441606172399, + 0.6697195109326842, + 0.6718948612481286, + 0.674070211563573, + 0.6762455618790174, + 0.6784209121944618, + 0.6805962625099061, + 0.6827716128253505, + 0.6849469631407948, + 0.6871223134562393, + 0.6892976637716837, + 0.691473014087128, + 0.6936483644025724, + 0.6958237147180167, + 0.6979990650334612, + 0.7001744153489056, + 0.7023497656643499, + 0.7045251159797943, + 0.7067004662952386, + 0.708875816610683, + 0.7110511669261275, + 0.7132265172415718, + 0.7154018675570162, + 0.7175772178724605, + 0.7197525681879049, + 0.7219279185033494, + 0.7241032688187937, + 0.7262786191342381, + 0.7284539694496824, + 0.7306293197651268, + 0.7328046700805712, + 0.7349800203960156, + 0.73715537071146, + 0.7393307210269043, + 0.7415060713423487, + 0.743681421657793, + 0.7458567719732375, + 0.7480321222886819, + 0.7502074726041262, + 0.7523828229195706, + 0.754558173235015, + 0.7567335235504594, + 0.7589088738659038, + 0.7610842241813481, + 0.7632595744967925, + 0.7654349248122368, + 0.7676102751276812, + 0.7697856254431257, + 0.77196097575857, + 0.7741363260740144, + 0.7763116763894587, + 0.7784870267049031, + 0.7806623770203476, + 0.7828377273357919, + 0.7850130776512363, + 0.7871884279666806, + 0.789363778282125, + 0.7915391285975694, + 0.7937144789130138, + 0.7958898292284582, + 0.7980651795439025, + 0.8002405298593469, + 0.8024158801747913, + 0.8045912304902357, + 0.8067665808056801, + 0.8089419311211244, + 0.8111172814365688, + 0.8132926317520132, + 0.8154679820674575, + 0.817643332382902, + 0.8198186826983463, + 0.8219940330137907, + 0.8241693833292351, + 0.8263447336446794, + 0.8285200839601239, + 0.8306954342755682, + 0.8328707845910126, + 0.835046134906457, + 0.8372214852219013, + 0.8393968355373457, + 0.8415721858527901, + 0.8437475361682345, + 0.8459228864836789, + 0.8480982367991232, + 0.8502735871145676, + 0.852448937430012, + 0.8546242877454564, + 0.8567996380609008, + 0.8589749883763451, + 0.8611503386917895, + 0.8633256890072339, + 0.8655010393226783, + 0.8676763896381227, + 0.869851739953567, + 0.8720270902690114, + 0.8742024405844557, + 0.8763777908999002, + 0.8785531412153446, + 0.8807284915307889, + 0.8829038418462333, + 0.8850791921616776, + 0.8872545424771221, + 0.8894298927925665, + 0.8916052431080108, + 0.8937805934234552, + 0.8959559437388995, + 0.8981312940543439, + 0.9003066443697884, + 0.9024819946852327, + 0.9046573450006771, + 0.9068326953161214, + 0.9090080456315658, + 0.9111833959470103, + 0.9133587462624546, + 0.915534096577899, + 0.9177094468933433, + 0.9198847972087877, + 0.922060147524232, + 0.9242354978396765, + 0.9264108481551209, + 0.9285861984705652, + 0.9307615487860096, + 0.9329368991014539, + 0.9351122494168984, + 0.9372875997323428, + 0.9394629500477871, + 0.9416383003632315, + 0.9438136506786758, + 0.9459890009941202, + 0.9481643513095647, + 0.950339701625009, + 0.9525150519404534, + 0.9546904022558977, + 0.9568657525713421, + 0.9590411028867866, + 0.9612164532022309, + 0.9633918035176753, + 0.9655671538331196, + 0.967742504148564, + 0.9699178544640084, + 0.9720932047794528, + 0.9742685550948972, + 0.9764439054103415, + 0.9786192557257859, + 0.9807946060412303, + 0.9829699563566747, + 0.9851453066721191, + 0.9873206569875634, + 0.9894960073030078, + 0.9916713576184522, + 0.9938467079338966, + 0.996022058249341, + 0.9981974085647853, + 1.0003727588802298, + 1.002548109195674, + 1.0047234595111183, + 1.0068988098265628, + 1.0090741601420072, + 1.0112495104574517, + 1.013424860772896, + 1.0156002110883402, + 1.0177755614037847, + 1.0199509117192291, + 1.0221262620346736, + 1.0243016123501179, + 1.026476962665562, + 1.0286523129810066, + 1.030827663296451, + 1.0330030136118955, + 1.0351783639273398, + 1.037353714242784, + 1.0395290645582285, + 1.041704414873673, + 1.0438797651891174, + 1.0460551155045617, + 1.048230465820006, + 1.0504058161354504, + 1.0525811664508948, + 1.0547565167663393, + 1.0569318670817835, + 1.0591072173972278, + 1.0612825677126723, + 1.0634579180281167, + 1.0656332683435612, + 1.0678086186590054, + 1.0699839689744497, + 1.0721593192898942, + 1.0743346696053386, + 1.0765100199207829, + 1.0786853702362273, + 1.0808607205516716, + 1.083036070867116, + 1.0852114211825605, + 1.0873867714980048, + 1.0895621218134492, + 1.0917374721288935, + 1.093912822444338, + 1.0960881727597824, + 1.0982635230752267, + 1.1004388733906711, + 1.1026142237061154, + 1.1047895740215599, + 1.1069649243370043, + 1.1091402746524486, + 1.1113156249678928, + 1.1134909752833373, + 1.1156663255987818, + 1.1178416759142262, + 1.1200170262296705, + 1.1221923765451147, + 1.1243677268605592, + 1.1265430771760037, + 1.1287184274914481, + 1.1308937778068924, + 1.1330691281223366, + 1.135244478437781, + 1.1374198287532256, + 1.1395951790686698, + 1.1417705293841143, + 1.1439458796995587, + 1.146121230015003, + 1.1482965803304475, + 1.1504719306458917, + 1.1526472809613362, + 1.1548226312767806, + 1.1569979815922249, + 1.1591733319076694, + 1.1613486822231136, + 1.163524032538558, + 1.1656993828540025, + 1.1678747331694468, + 1.1700500834848913, + 1.1722254338003355, + 1.17440078411578, + 1.1765761344312242, + 1.1787514847466687, + 1.1809268350621132, + 1.1831021853775574, + 1.1852775356930019, + 1.1874528860084461, + 1.1896282363238906, + 1.191803586639335, + 1.1939789369547793, + 1.1961542872702238, + 1.198329637585668, + 1.2005049879011125, + 1.202680338216557, + 1.2048556885320012, + 1.2070310388474457, + 1.20920638916289, + 1.2113817394783344, + 1.2135570897937789, + 1.215732440109223, + 1.2179077904246676, + 1.2200831407401118, + 1.2222584910555563, + 1.2244338413710005, + 1.226609191686445, + 1.2287845420018895, + 1.2309598923173337, + 1.2331352426327782, + 1.2353105929482224, + 1.237485943263667, + 1.2396612935791114, + 1.2418366438945556, + 1.24401199421, + 1.2461873445254443, + 1.2483626948408888, + 1.2505380451563333, + 1.2527133954717775, + 1.254888745787222, + 1.2570640961026662, + 1.2592394464181107, + 1.2614147967335552, + 1.2635901470489994, + 1.2657654973644439, + 1.2679408476798881, + 1.2701161979953326, + 1.272291548310777, + 1.2744668986262213, + 1.2766422489416658, + 1.27881759925711, + 1.2809929495725545, + 1.2831682998879987, + 1.2853436502034432, + 1.2875190005188877, + 1.289694350834332, + 1.2918697011497764, + 1.2940450514652206, + 1.296220401780665, + 1.2983957520961096, + 1.3005711024115538, + 1.3027464527269983, + 1.3049218030424425, + 1.307097153357887, + 1.3092725036733315, + 1.3114478539887757, + 1.3136232043042202, + 1.3157985546196644, + 1.317973904935109, + 1.3201492552505534, + 1.3223246055659976, + 1.324499955881442, + 1.3266753061968863, + 1.3288506565123308, + 1.331026006827775, + 1.3332013571432195, + 1.335376707458664, + 1.3375520577741082, + 1.3397274080895527, + 1.341902758404997, + 1.3440781087204414, + 1.346253459035886, + 1.3484288093513301, + 1.3506041596667746, + 1.3527795099822189, + 1.3549548602976633, + 1.3571302106131078, + 1.359305560928552, + 1.3614809112439965, + 1.3636562615594408, + 1.3658316118748852, + 1.3680069621903297, + 1.370182312505774, + 1.3723576628212184, + 1.3745330131366627, + 1.3767083634521071, + 1.3788837137675516, + 1.3810590640829958, + 1.3832344143984403, + 1.3854097647138846, + 1.387585115029329, + 1.3897604653447733, + 1.3919358156602177, + 1.3941111659756622, + 1.3962865162911064, + 1.398461866606551, + 1.4006372169219952, + 1.4028125672374396, + 1.404987917552884, + 1.4071632678683283, + 1.4093386181837728, + 1.411513968499217, + 1.4136893188146615, + 1.415864669130106, + 1.4180400194455502, + 1.4202153697609947, + 1.422390720076439, + 1.4245660703918834, + 1.426741420707328, + 1.4289167710227721, + 1.4310921213382166, + 1.4332674716536609, + 1.4354428219691053, + 1.4376181722845496, + 1.439793522599994, + 1.4419688729154385, + 1.4441442232308828, + 1.4463195735463272, + 1.4484949238617715, + 1.450670274177216, + 1.4528456244926604, + 1.4550209748081047, + 1.4571963251235491, + 1.4593716754389934, + 1.4615470257544378, + 1.4637223760698823, + 1.4658977263853266, + 1.468073076700771, + 1.4702484270162153, + 1.4724237773316597, + 1.4745991276471042, + 1.4767744779625485, + 1.478949828277993, + 1.4811251785934372, + 1.4833005289088816, + 1.4854758792243261, + 1.4876512295397704, + 1.4898265798552148, + 1.492001930170659, + 1.4941772804861035, + 1.4963526308015478, + 1.4985279811169923, + 1.5007033314324367, + 1.502878681747881, + 1.5050540320633254, + 1.5072293823787697, + 1.5094047326942142, + 1.5115800830096586, + 1.5137554333251029, + 1.5159307836405473, + 1.5181061339559916, + 1.520281484271436, + 1.5224568345868805, + 1.5246321849023248, + 1.5268075352177692, + 1.5289828855332135, + 1.531158235848658, + 1.5333335861641024, + 1.5355089364795467, + 1.5376842867949911, + 1.5398596371104354, + 1.5420349874258799, + 1.544210337741324, + 1.5463856880567686, + 1.548561038372213, + 1.5507363886876573, + 1.5529117390031018, + 1.555087089318546, + 1.5572624396339905, + 1.559437789949435, + 1.5616131402648792, + 1.5637884905803237, + 1.565963840895768, + 1.5681391912112124, + 1.5703145415266568, + 1.572489891842101, + 1.5746652421575456, + 1.5768405924729898, + 1.5790159427884343, + 1.5811912931038787, + 1.583366643419323, + 1.5855419937347675, + 1.5877173440502117, + 1.5898926943656562, + 1.5920680446811006, + 1.5942433949965449, + 1.5964187453119894, + 1.5985940956274336, + 1.600769445942878, + 1.6029447962583223, + 1.6051201465737668, + 1.6072954968892113, + 1.6094708472046555, + 1.6116461975201, + 1.6138215478355442, + 1.6159968981509887, + 1.6181722484664331, + 1.6203475987818774, + 1.6225229490973219, + 1.6246982994127661, + 1.6268736497282106, + 1.629049000043655, + 1.6312243503590993, + 1.6333997006745438, + 1.635575050989988, + 1.6377504013054325, + 1.639925751620877, + 1.6421011019363212, + 1.6442764522517657, + 1.64645180256721, + 1.6486271528826544, + 1.6508025031980986, + 1.652977853513543, + 1.6551532038289876, + 1.6573285541444318, + 1.6595039044598763, + 1.6616792547753205, + 1.663854605090765, + 1.6660299554062095, + 1.6682053057216537, + 1.6703806560370982, + 1.6725560063525424, + 1.674731356667987, + 1.6769067069834314, + 1.6790820572988756, + 1.68125740761432, + 1.6834327579297643, + 1.6856081082452088, + 1.6877834585606533, + 1.6899588088760975, + 1.692134159191542, + 1.6943095095069862, + 1.6964848598224307, + 1.6986602101378752, + 1.7008355604533194, + 1.7030109107687639, + 1.7051862610842081, + 1.7073616113996526, + 1.7095369617150968, + 1.7117123120305413, + 1.7138876623459858, + 1.71606301266143, + 1.7182383629768745, + 1.7204137132923187, + 1.7225890636077632, + 1.7247644139232077, + 1.726939764238652, + 1.7291151145540964, + 1.7312904648695406, + 1.733465815184985, + 1.7356411655004296, + 1.7378165158158738, + 1.7399918661313183, + 1.7421672164467625, + 1.744342566762207, + 1.7465179170776515, + 1.7486932673930957, + 1.7508686177085402, + 1.7530439680239844, + 1.755219318339429, + 1.7573946686548731, + 1.7595700189703176, + 1.761745369285762, + 1.7639207196012063, + 1.7660960699166508, + 1.768271420232095, + 1.7704467705475395, + 1.772622120862984, + 1.7747974711784282, + 1.7769728214938727, + 1.779148171809317, + 1.7813235221247614, + 1.7834988724402059, + 1.7856742227556501, + 1.7878495730710946, + 1.7900249233865388, + 1.7922002737019833, + 1.7943756240174278, + 1.796550974332872, + 1.7987263246483165, + 1.8009016749637607, + 1.8030770252792052, + 1.8052523755946495, + 1.807427725910094, + 1.8096030762255384, + 1.8117784265409826, + 1.8139537768564271, + 1.8161291271718714, + 1.8183044774873158, + 1.8204798278027603, + 1.8226551781182045, + 1.824830528433649, + 1.8270058787490933, + 1.8291812290645377, + 1.8313565793799822, + 1.8335319296954264, + 1.835707280010871, + 1.8378826303263152, + 1.8400579806417596, + 1.842233330957204, + 1.8444086812726483, + 1.8465840315880928, + 1.848759381903537, + 1.8509347322189815, + 1.853110082534426, + 1.8552854328498702, + 1.8574607831653147, + 1.859636133480759, + 1.8618114837962034, + 1.8639868341116477, + 1.8661621844270921, + 1.8683375347425366, + 1.8705128850579809, + 1.8726882353734253, + 1.8748635856888696, + 1.877038936004314, + 1.8792142863197585, + 1.8813896366352028, + 1.8835649869506472, + 1.8857403372660915, + 1.887915687581536, + 1.8900910378969804, + 1.8922663882124247, + 1.8944417385278691, + 1.8966170888433134, + 1.8987924391587578, + 1.9009677894742023, + 1.9031431397896466, + 1.905318490105091, + 1.9074938404205353, + 1.9096691907359797, + 1.911844541051424, + 1.9140198913668685, + 1.916195241682313, + 1.9183705919977572, + 1.9205459423132016, + 1.9227212926286459, + 1.9248966429440904, + 1.9270719932595348, + 1.929247343574979, + 1.9314226938904235, + 1.9335980442058678, + 1.9357733945213123, + 1.9379487448367567, + 1.940124095152201, + 1.9422994454676454, + 1.9444747957830897, + 1.9466501460985342, + 1.9488254964139786, + 1.9510008467294229, + 1.9531761970448673, + 1.9553515473603116, + 1.957526897675756, + 1.9597022479912005, + 1.9618775983066448, + 1.9640529486220892, + 1.9662282989375335, + 1.968403649252978, + 1.9705789995684222, + 1.9727543498838667, + 1.9749297001993111, + 1.9771050505147554, + 1.9792804008301998, + 1.981455751145644, + 1.9836311014610886, + 1.985806451776533, + 1.9879818020919773, + 1.9901571524074217, + 1.992332502722866, + 1.9945078530383105, + 1.996683203353755, + 1.9988585536691992, + 2.0010339039846436, + 2.0032092543000877, + 2.005384604615532, + 2.0075599549309766, + 2.009735305246421, + 2.0119106555618655, + 2.01408600587731, + 2.0162613561927545, + 2.0184367065081985, + 2.020612056823643, + 2.0227874071390874, + 2.0249627574545315, + 2.027138107769976, + 2.0293134580854204, + 2.031488808400865, + 2.0336641587163093, + 2.035839509031754, + 2.0380148593471983, + 2.0401902096626423, + 2.0423655599780868, + 2.0445409102935312, + 2.0467162606089753, + 2.0488916109244197, + 2.051066961239864, + 2.0532423115553087, + 2.055417661870753, + 2.0575930121861976, + 2.059768362501642, + 2.061943712817086, + 2.0641190631325306, + 2.066294413447975, + 2.068469763763419, + 2.0706451140788635, + 2.072820464394308, + 2.0749958147097525, + 2.077171165025197, + 2.0793465153406414, + 2.081521865656086, + 2.08369721597153, + 2.0858725662869744, + 2.0880479166024184, + 2.090223266917863, + 2.0923986172333073, + 2.094573967548752, + 2.0967493178641963, + 2.0989246681796407, + 2.101100018495085, + 2.1032753688105297, + 2.1054507191259737, + 2.107626069441418, + 2.109801419756862, + 2.1119767700723067, + 2.114152120387751, + 2.1163274707031956, + 2.11850282101864, + 2.1206781713340845, + 2.122853521649529, + 2.125028871964973, + 2.1272042222804175, + 2.129379572595862, + 2.131554922911306, + 2.1337302732267505, + 2.135905623542195, + 2.1380809738576394, + 2.140256324173084, + 2.1424316744885283, + 2.1446070248039724, + 2.146782375119417, + 2.1489577254348613, + 2.1511330757503058, + 2.1533084260657502, + 2.1554837763811943, + 2.1576591266966387, + 2.159834477012083, + 2.1620098273275277, + 2.164185177642972, + 2.166360527958416, + 2.1685358782738606, + 2.170711228589305, + 2.1728865789047496, + 2.175061929220194, + 2.177237279535638, + 2.1794126298510825, + 2.181587980166527, + 2.1837633304819715, + 2.185938680797416, + 2.18811403111286, + 2.1902893814283044, + 2.192464731743749, + 2.1946400820591934, + 2.196815432374638, + 2.198990782690082, + 2.2011661330055263, + 2.203341483320971, + 2.2055168336364153, + 2.2076921839518593, + 2.2098675342673038, + 2.2120428845827482, + 2.2142182348981927, + 2.216393585213637, + 2.218568935529081, + 2.2207442858445257, + 2.22291963615997, + 2.2250949864754146, + 2.227270336790859, + 2.229445687106303, + 2.2316210374217476, + 2.233796387737192, + 2.2359717380526365, + 2.238147088368081, + 2.240322438683525, + 2.2424977889989695, + 2.244673139314414, + 2.2468484896298584, + 2.249023839945303, + 2.251199190260747, + 2.2533745405761914, + 2.255549890891636, + 2.2577252412070803, + 2.2599005915225248, + 2.262075941837969, + 2.2642512921534133, + 2.2664266424688577, + 2.268601992784302, + 2.2707773430997467, + 2.2729526934151907, + 2.275128043730635, + 2.2773033940460796, + 2.279478744361524, + 2.2816540946769686, + 2.2838294449924126, + 2.286004795307857, + 2.2881801456233015, + 2.290355495938746, + 2.2925308462541905, + 2.2947061965696345, + 2.296881546885079, + 2.2990568972005234, + 2.301232247515968, + 2.3034075978314124, + 2.3055829481468564, + 2.307758298462301, + 3.631666666666675 + ], + "y": [ + 0, + 0, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 73.23943661971832, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 100 + ] + }, + { + "hovertemplate": "%{y:.2f}%
mae: %{x:.2f}
dial_skelet -> right_value
", + "legendgrouptitle": { + "text": "CED Curve [dial_skelet]" + }, + "mode": "lines", + "name": "right_value", + "showlegend": true, + "type": "scatter", + "visible": false, + "x": [ + 0, + 0.037083333333299606, + 0.039572719042916094, + 0.04206210475253258, + 0.04455149046214907, + 0.047040876171765555, + 0.04953026188138204, + 0.05201964759099854, + 0.054509033300615024, + 0.05699841901023151, + 0.059487804719848, + 0.061977190429464486, + 0.06446657613908098, + 0.06695596184869747, + 0.06944534755831396, + 0.07193473326793044, + 0.07442411897754693, + 0.07691350468716342, + 0.0794028903967799, + 0.08189227610639639, + 0.08438166181601288, + 0.08687104752562937, + 0.08936043323524587, + 0.09184981894486235, + 0.09433920465447884, + 0.09682859036409533, + 0.09931797607371182, + 0.1018073617833283, + 0.10429674749294479, + 0.10678613320256128, + 0.10927551891217777, + 0.11176490462179425, + 0.11425429033141074, + 0.11674367604102723, + 0.11923306175064372, + 0.1217224474602602, + 0.12421183316987669, + 0.12670121887949318, + 0.12919060458910966, + 0.13167999029872615, + 0.13416937600834264, + 0.13665876171795913, + 0.13914814742757564, + 0.14163753313719213, + 0.14412691884680862, + 0.1466163045564251, + 0.1491056902660416, + 0.15159507597565808, + 0.15408446168527457, + 0.15657384739489105, + 0.15906323310450754, + 0.16155261881412403, + 0.16404200452374051, + 0.166531390233357, + 0.1690207759429735, + 0.17151016165258998, + 0.17399954736220646, + 0.17648893307182295, + 0.17897831878143944, + 0.18146770449105593, + 0.1839570902006724, + 0.1864464759102889, + 0.1889358616199054, + 0.19142524732952187, + 0.19391463303913836, + 0.19640401874875485, + 0.19889340445837134, + 0.20138279016798782, + 0.2038721758776043, + 0.2063615615872208, + 0.20885094729683729, + 0.21134033300645377, + 0.21382971871607026, + 0.21631910442568675, + 0.21880849013530324, + 0.22129787584491972, + 0.2237872615545362, + 0.2262766472641527, + 0.22876603297376918, + 0.23125541868338567, + 0.23374480439300216, + 0.23623419010261865, + 0.23872357581223516, + 0.24121296152185165, + 0.24370234723146814, + 0.24619173294108462, + 0.2486811186507011, + 0.2511705043603176, + 0.25365989006993406, + 0.2561492757795506, + 0.25863866148916703, + 0.2611280471987836, + 0.2636174329084, + 0.26610681861801655, + 0.268596204327633, + 0.2710855900372495, + 0.27357497574686596, + 0.2760643614564825, + 0.27855374716609893, + 0.2810431328757155, + 0.2835325185853319, + 0.28602190429494845, + 0.28851129000456494, + 0.2910006757141814, + 0.2934900614237979, + 0.2959794471334144, + 0.2984688328430309, + 0.30095821855264737, + 0.30344760426226386, + 0.30593698997188035, + 0.30842637568149683, + 0.3109157613911133, + 0.3134051471007298, + 0.3158945328103463, + 0.3183839185199628, + 0.32087330422957927, + 0.32336268993919576, + 0.32585207564881224, + 0.32834146135842873, + 0.3308308470680452, + 0.3333202327776617, + 0.3358096184872782, + 0.3382990041968947, + 0.34078838990651117, + 0.34327777561612766, + 0.34576716132574414, + 0.34825654703536063, + 0.3507459327449771, + 0.3532353184545936, + 0.3557247041642101, + 0.3582140898738266, + 0.36070347558344307, + 0.36319286129305955, + 0.36568224700267604, + 0.36817163271229253, + 0.370661018421909, + 0.3731504041315255, + 0.375639789841142, + 0.3781291755507585, + 0.38061856126037497, + 0.38310794696999145, + 0.38559733267960794, + 0.3880867183892244, + 0.3905761040988409, + 0.3930654898084574, + 0.3955548755180739, + 0.3980442612276904, + 0.40053364693730686, + 0.40302303264692335, + 0.40551241835653984, + 0.4080018040661563, + 0.4104911897757728, + 0.4129805754853893, + 0.4154699611950058, + 0.4179593469046223, + 0.42044873261423876, + 0.42293811832385525, + 0.42542750403347174, + 0.4279168897430882, + 0.4304062754527047, + 0.4328956611623212, + 0.4353850468719377, + 0.43787443258155423, + 0.4403638182911707, + 0.4428532040007872, + 0.4453425897104037, + 0.4478319754200202, + 0.45032136112963667, + 0.45281074683925315, + 0.45530013254886964, + 0.45778951825848613, + 0.4602789039681026, + 0.4627682896777191, + 0.4652576753873356, + 0.4677470610969521, + 0.47023644680656856, + 0.47272583251618505, + 0.47521521822580154, + 0.477704603935418, + 0.4801939896450345, + 0.482683375354651, + 0.4851727610642675, + 0.487662146773884, + 0.49015153248350046, + 0.49264091819311695, + 0.49513030390273344, + 0.4976196896123499, + 0.5001090753219664, + 0.5025984610315829, + 0.5050878467411994, + 0.5075772324508159, + 0.5100666181604323, + 0.5125560038700488, + 0.5150453895796654, + 0.5175347752892818, + 0.5200241609988983, + 0.5225135467085148, + 0.5250029324181313, + 0.5274923181277478, + 0.5299817038373642, + 0.5324710895469807, + 0.5349604752565973, + 0.5374498609662137, + 0.5399392466758303, + 0.5424286323854467, + 0.5449180180950632, + 0.5474074038046797, + 0.5498967895142962, + 0.5523861752239126, + 0.5548755609335292, + 0.5573649466431456, + 0.5598543323527622, + 0.5623437180623786, + 0.5648331037719951, + 0.5673224894816116, + 0.5698118751912281, + 0.5723012609008445, + 0.5747906466104611, + 0.5772800323200775, + 0.5797694180296941, + 0.5822588037393105, + 0.584748189448927, + 0.5872375751585435, + 0.58972696086816, + 0.5922163465777764, + 0.594705732287393, + 0.5971951179970094, + 0.599684503706626, + 0.6021738894162424, + 0.6046632751258589, + 0.6071526608354754, + 0.6096420465450919, + 0.6121314322547083, + 0.6146208179643249, + 0.6171102036739413, + 0.6195995893835579, + 0.6220889750931743, + 0.6245783608027908, + 0.6270677465124073, + 0.6295571322220238, + 0.6320465179316402, + 0.6345359036412568, + 0.6370252893508732, + 0.6395146750604898, + 0.6420040607701062, + 0.6444934464797227, + 0.6469828321893392, + 0.6494722178989557, + 0.6519616036085721, + 0.6544509893181887, + 0.6569403750278051, + 0.6594297607374217, + 0.6619191464470381, + 0.6644085321566546, + 0.6668979178662711, + 0.6693873035758876, + 0.671876689285504, + 0.6743660749951206, + 0.6768554607047371, + 0.6793448464143536, + 0.6818342321239701, + 0.6843236178335865, + 0.6868130035432031, + 0.6893023892528195, + 0.691791774962436, + 0.6942811606720525, + 0.696770546381669, + 0.6992599320912855, + 0.701749317800902, + 0.7042387035105184, + 0.706728089220135, + 0.7092174749297514, + 0.7117068606393679, + 0.7141962463489844, + 0.7166856320586009, + 0.7191750177682174, + 0.7216644034778339, + 0.7241537891874503, + 0.7266431748970669, + 0.7291325606066833, + 0.7316219463162998, + 0.7341113320259163, + 0.7366007177355328, + 0.7390901034451492, + 0.7415794891547658, + 0.7440688748643822, + 0.7465582605739988, + 0.7490476462836152, + 0.7515370319932317, + 0.7540264177028482, + 0.7565158034124647, + 0.7590051891220811, + 0.7614945748316977, + 0.7639839605413141, + 0.7664733462509307, + 0.7689627319605471, + 0.7714521176701636, + 0.7739415033797801, + 0.7764308890893966, + 0.778920274799013, + 0.7814096605086296, + 0.783899046218246, + 0.7863884319278626, + 0.788877817637479, + 0.7913672033470955, + 0.793856589056712, + 0.7963459747663285, + 0.7988353604759449, + 0.8013247461855615, + 0.8038141318951779, + 0.8063035176047945, + 0.8087929033144109, + 0.8112822890240274, + 0.8137716747336439, + 0.8162610604432604, + 0.8187504461528768, + 0.8212398318624934, + 0.8237292175721098, + 0.8262186032817264, + 0.8287079889913428, + 0.8311973747009593, + 0.8336867604105758, + 0.8361761461201923, + 0.8386655318298089, + 0.8411549175394253, + 0.8436443032490418, + 0.8461336889586583, + 0.8486230746682748, + 0.8511124603778912, + 0.8536018460875078, + 0.8560912317971242, + 0.8585806175067408, + 0.8610700032163572, + 0.8635593889259737, + 0.8660487746355902, + 0.8685381603452067, + 0.8710275460548231, + 0.8735169317644397, + 0.8760063174740561, + 0.8784957031836726, + 0.8809850888932891, + 0.8834744746029056, + 0.8859638603125221, + 0.8884532460221386, + 0.890942631731755, + 0.8934320174413716, + 0.895921403150988, + 0.8984107888606045, + 0.900900174570221, + 0.9033895602798375, + 0.905878945989454, + 0.9083683316990705, + 0.9108577174086869, + 0.9133471031183035, + 0.9158364888279199, + 0.9183258745375364, + 0.9208152602471529, + 0.9233046459567694, + 0.9257940316663859, + 0.9282834173760024, + 0.9307728030856188, + 0.9332621887952354, + 0.9357515745048518, + 0.9382409602144683, + 0.9407303459240848, + 0.9432197316337013, + 0.9457091173433178, + 0.9481985030529343, + 0.9506878887625507, + 0.9531772744721673, + 0.9556666601817837, + 0.9581560458914002, + 0.9606454316010167, + 0.9631348173106332, + 0.9656242030202496, + 0.9681135887298662, + 0.9706029744394826, + 0.9730923601490992, + 0.9755817458587156, + 0.9780711315683321, + 0.9805605172779486, + 0.9830499029875651, + 0.9855392886971815, + 0.9880286744067981, + 0.9905180601164145, + 0.9930074458260311, + 0.9954968315356476, + 0.997986217245264, + 1.0004756029548805, + 1.002964988664497, + 1.0054543743741136, + 1.00794376008373, + 1.0104331457933466, + 1.012922531502963, + 1.0154119172125795, + 1.017901302922196, + 1.0203906886318124, + 1.0228800743414288, + 1.0253694600510455, + 1.0278588457606619, + 1.0303482314702785, + 1.032837617179895, + 1.0353270028895114, + 1.0378163885991278, + 1.0403057743087443, + 1.042795160018361, + 1.0452845457279774, + 1.0477739314375938, + 1.0502633171472102, + 1.0527527028568269, + 1.0552420885664433, + 1.0577314742760597, + 1.0602208599856762, + 1.0627102456952928, + 1.0651996314049093, + 1.0676890171145257, + 1.0701784028241421, + 1.0726677885337588, + 1.0751571742433752, + 1.0776465599529916, + 1.080135945662608, + 1.0826253313722247, + 1.0851147170818412, + 1.0876041027914576, + 1.090093488501074, + 1.0925828742106907, + 1.095072259920307, + 1.0975616456299235, + 1.10005103133954, + 1.1025404170491566, + 1.105029802758773, + 1.1075191884683895, + 1.110008574178006, + 1.1124979598876226, + 1.114987345597239, + 1.1174767313068554, + 1.1199661170164719, + 1.1224555027260885, + 1.124944888435705, + 1.1274342741453214, + 1.1299236598549378, + 1.1324130455645545, + 1.134902431274171, + 1.1373918169837873, + 1.1398812026934038, + 1.1423705884030204, + 1.1448599741126368, + 1.1473493598222533, + 1.1498387455318697, + 1.1523281312414864, + 1.1548175169511028, + 1.1573069026607192, + 1.1597962883703359, + 1.1622856740799523, + 1.1647750597895687, + 1.1672644454991852, + 1.1697538312088018, + 1.1722432169184183, + 1.1747326026280347, + 1.1772219883376511, + 1.1797113740472678, + 1.1822007597568842, + 1.1846901454665006, + 1.187179531176117, + 1.1896689168857337, + 1.1921583025953502, + 1.1946476883049666, + 1.197137074014583, + 1.1996264597241997, + 1.202115845433816, + 1.2046052311434325, + 1.207094616853049, + 1.2095840025626656, + 1.212073388272282, + 1.2145627739818985, + 1.217052159691515, + 1.2195415454011316, + 1.222030931110748, + 1.2245203168203644, + 1.2270097025299809, + 1.2294990882395975, + 1.231988473949214, + 1.2344778596588304, + 1.2369672453684468, + 1.2394566310780635, + 1.24194601678768, + 1.2444354024972963, + 1.2469247882069128, + 1.2494141739165294, + 1.2519035596261459, + 1.2543929453357623, + 1.2568823310453787, + 1.2593717167549954, + 1.2618611024646118, + 1.2643504881742282, + 1.2668398738838447, + 1.2693292595934613, + 1.2718186453030778, + 1.2743080310126942, + 1.2767974167223106, + 1.2792868024319273, + 1.2817761881415437, + 1.2842655738511601, + 1.2867549595607766, + 1.2892443452703932, + 1.2917337309800097, + 1.294223116689626, + 1.2967125023992425, + 1.2992018881088592, + 1.3016912738184756, + 1.304180659528092, + 1.3066700452377085, + 1.3091594309473251, + 1.3116488166569416, + 1.314138202366558, + 1.3166275880761746, + 1.319116973785791, + 1.3216063594954075, + 1.324095745205024, + 1.3265851309146406, + 1.329074516624257, + 1.3315639023338735, + 1.3340532880434899, + 1.3365426737531065, + 1.339032059462723, + 1.3415214451723394, + 1.3440108308819558, + 1.3465002165915725, + 1.348989602301189, + 1.3514789880108053, + 1.3539683737204218, + 1.3564577594300384, + 1.3589471451396549, + 1.3614365308492713, + 1.3639259165588877, + 1.3664153022685044, + 1.3689046879781208, + 1.3713940736877372, + 1.3738834593973537, + 1.3763728451069703, + 1.3788622308165868, + 1.3813516165262032, + 1.3838410022358196, + 1.3863303879454363, + 1.3888197736550527, + 1.3913091593646691, + 1.3937985450742856, + 1.3962879307839022, + 1.3987773164935187, + 1.401266702203135, + 1.4037560879127515, + 1.4062454736223682, + 1.4087348593319846, + 1.411224245041601, + 1.4137136307512175, + 1.4162030164608341, + 1.4186924021704506, + 1.421181787880067, + 1.4236711735896834, + 1.4261605592993, + 1.4286499450089165, + 1.431139330718533, + 1.4336287164281494, + 1.436118102137766, + 1.4386074878473825, + 1.441096873556999, + 1.4435862592666153, + 1.446075644976232, + 1.4485650306858484, + 1.4510544163954648, + 1.4535438021050813, + 1.456033187814698, + 1.4585225735243144, + 1.4610119592339308, + 1.4635013449435472, + 1.4659907306531639, + 1.4684801163627803, + 1.4709695020723967, + 1.4734588877820134, + 1.4759482734916298, + 1.4784376592012463, + 1.4809270449108627, + 1.4834164306204793, + 1.4859058163300958, + 1.4883952020397122, + 1.4908845877493286, + 1.4933739734589453, + 1.4958633591685617, + 1.4983527448781782, + 1.5008421305877946, + 1.5033315162974112, + 1.5058209020070277, + 1.508310287716644, + 1.5107996734262605, + 1.5132890591358772, + 1.5157784448454936, + 1.51826783055511, + 1.5207572162647265, + 1.5232466019743431, + 1.5257359876839596, + 1.528225373393576, + 1.5307147591031924, + 1.533204144812809, + 1.5356935305224255, + 1.538182916232042, + 1.5406723019416584, + 1.543161687651275, + 1.5456510733608915, + 1.548140459070508, + 1.5506298447801243, + 1.553119230489741, + 1.5556086161993574, + 1.5580980019089739, + 1.5605873876185903, + 1.563076773328207, + 1.5655661590378234, + 1.5680555447474398, + 1.5705449304570562, + 1.5730343161666729, + 1.5755237018762893, + 1.5780130875859057, + 1.5805024732955222, + 1.5829918590051388, + 1.5854812447147553, + 1.5879706304243717, + 1.5904600161339881, + 1.5929494018436048, + 1.5954387875532212, + 1.5979281732628376, + 1.600417558972454, + 1.6029069446820707, + 1.6053963303916872, + 1.6078857161013036, + 1.61037510181092, + 1.6128644875205367, + 1.6153538732301531, + 1.6178432589397695, + 1.620332644649386, + 1.6228220303590026, + 1.625311416068619, + 1.6278008017782355, + 1.630290187487852, + 1.6327795731974686, + 1.635268958907085, + 1.6377583446167014, + 1.640247730326318, + 1.6427371160359345, + 1.645226501745551, + 1.6477158874551674, + 1.650205273164784, + 1.6526946588744005, + 1.655184044584017, + 1.6576734302936333, + 1.66016281600325, + 1.6626522017128664, + 1.6651415874224829, + 1.6676309731320993, + 1.670120358841716, + 1.6726097445513324, + 1.6750991302609488, + 1.6775885159705652, + 1.680077901680182, + 1.6825672873897983, + 1.6850566730994148, + 1.6875460588090312, + 1.6900354445186478, + 1.6925248302282643, + 1.6950142159378807, + 1.6975036016474971, + 1.6999929873571138, + 1.7024823730667302, + 1.7049717587763467, + 1.707461144485963, + 1.7099505301955797, + 1.7124399159051962, + 1.7149293016148126, + 1.717418687324429, + 1.7199080730340457, + 1.7223974587436621, + 1.7248868444532786, + 1.727376230162895, + 1.7298656158725116, + 1.732355001582128, + 1.7348443872917445, + 1.737333773001361, + 1.7398231587109776, + 1.742312544420594, + 1.7448019301302105, + 1.7472913158398269, + 1.7497807015494435, + 1.75227008725906, + 1.7547594729686764, + 1.7572488586782928, + 1.7597382443879095, + 1.762227630097526, + 1.7647170158071424, + 1.7672064015167588, + 1.7696957872263754, + 1.7721851729359919, + 1.7746745586456083, + 1.7771639443552247, + 1.7796533300648414, + 1.7821427157744578, + 1.7846321014840743, + 1.7871214871936907, + 1.7896108729033073, + 1.7921002586129238, + 1.7945896443225402, + 1.7970790300321569, + 1.7995684157417733, + 1.8020578014513897, + 1.8045471871610061, + 1.8070365728706228, + 1.8095259585802392, + 1.8120153442898557, + 1.814504729999472, + 1.8169941157090888, + 1.8194835014187052, + 1.8219728871283216, + 1.824462272837938, + 1.8269516585475547, + 1.8294410442571711, + 1.8319304299667876, + 1.834419815676404, + 1.8369092013860207, + 1.839398587095637, + 1.8418879728052535, + 1.84437735851487, + 1.8468667442244866, + 1.849356129934103, + 1.8518455156437195, + 1.854334901353336, + 1.8568242870629525, + 1.859313672772569, + 1.8618030584821854, + 1.8642924441918018, + 1.8667818299014185, + 1.869271215611035, + 1.8717606013206514, + 1.8742499870302678, + 1.8767393727398844, + 1.8792287584495009, + 1.8817181441591173, + 1.8842075298687337, + 1.8866969155783504, + 1.8891863012879668, + 1.8916756869975833, + 1.8941650727071997, + 1.8966544584168163, + 1.8991438441264328, + 1.9016332298360492, + 1.9041226155456656, + 1.9066120012552823, + 1.9091013869648987, + 1.9115907726745152, + 1.9140801583841316, + 1.9165695440937482, + 1.9190589298033647, + 1.921548315512981, + 1.9240377012225975, + 1.9265270869322142, + 1.9290164726418306, + 1.931505858351447, + 1.9339952440610635, + 1.9364846297706801, + 1.9389740154802966, + 1.941463401189913, + 1.9439527868995294, + 1.946442172609146, + 1.9489315583187625, + 1.951420944028379, + 1.9539103297379956, + 1.956399715447612, + 1.9588891011572285, + 1.961378486866845, + 1.9638678725764616, + 1.966357258286078, + 1.9688466439956944, + 1.9713360297053109, + 1.9738254154149275, + 1.976314801124544, + 1.9788041868341604, + 1.9812935725437768, + 1.9837829582533935, + 1.98627234396301, + 1.9887617296726263, + 1.9912511153822428, + 1.9937405010918594, + 1.9962298868014758, + 1.9987192725110923, + 2.0012086582207087, + 2.003698043930325, + 2.006187429639942, + 2.008676815349558, + 2.011166201059175, + 2.0136555867687913, + 2.0161449724784077, + 2.018634358188024, + 2.0211237438976406, + 2.0236131296072575, + 2.0261025153168735, + 2.0285919010264903, + 2.0310812867361063, + 2.033570672445723, + 2.0360600581553396, + 2.038549443864956, + 2.0410388295745725, + 2.043528215284189, + 2.0460176009938054, + 2.0485069867034222, + 2.0509963724130387, + 2.053485758122655, + 2.0559751438322715, + 2.058464529541888, + 2.0609539152515044, + 2.063443300961121, + 2.0659326866707373, + 2.068422072380354, + 2.0709114580899706, + 2.073400843799587, + 2.0758902295092034, + 2.07837961521882, + 2.0808690009284363, + 2.0833583866380527, + 2.085847772347669, + 2.088337158057286, + 2.0908265437669025, + 2.093315929476519, + 2.0958053151861353, + 2.0982947008957518, + 2.100784086605368, + 2.1032734723149846, + 2.105762858024601, + 2.108252243734218, + 2.1107416294438344, + 2.113231015153451, + 2.1157204008630672, + 2.1182097865726837, + 2.1206991722823, + 2.1231885579919165, + 2.1256779437015334, + 2.12816732941115, + 2.1306567151207663, + 2.1331461008303827, + 2.135635486539999, + 2.1381248722496156, + 2.140614257959232, + 2.1431036436688484, + 2.1455930293784653, + 2.1480824150880817, + 2.150571800797698, + 2.1530611865073146, + 2.155550572216931, + 2.1580399579265475, + 2.160529343636164, + 2.1630187293457803, + 2.165508115055397, + 2.1679975007650136, + 2.17048688647463, + 2.1729762721842465, + 2.175465657893863, + 2.1779550436034794, + 2.180444429313096, + 2.182933815022712, + 2.185423200732329, + 2.1879125864419455, + 2.190401972151562, + 2.1928913578611784, + 2.195380743570795, + 2.1978701292804113, + 2.2003595149900277, + 2.202848900699644, + 2.205338286409261, + 2.2078276721188774, + 2.210317057828494, + 2.2128064435381103, + 2.2152958292477267, + 2.217785214957343, + 2.2202746006669596, + 2.222763986376576, + 2.225253372086193, + 2.2277427577958093, + 2.2302321435054258, + 2.232721529215042, + 2.2352109149246586, + 2.237700300634275, + 2.2401896863438915, + 2.242679072053508, + 2.245168457763125, + 2.2476578434727412, + 2.2501472291823577, + 2.252636614891974, + 2.2551260006015905, + 2.257615386311207, + 2.2601047720208234, + 2.26259415773044, + 2.2650835434400567, + 2.267572929149673, + 2.2700623148592896, + 2.272551700568906, + 2.2750410862785224, + 2.277530471988139, + 2.2800198576977553, + 2.282509243407372, + 2.2849986291169886, + 2.287488014826605, + 2.2899774005362215, + 2.292466786245838, + 2.2949561719554543, + 2.2974455576650707, + 2.299934943374687, + 2.302424329084304, + 2.3049137147939205, + 2.307403100503537, + 2.3098924862131534, + 2.31238187192277, + 2.314871257632386, + 2.3173606433420026, + 2.319850029051619, + 2.322339414761236, + 2.3248288004708524, + 2.327318186180469, + 2.3298075718900852, + 2.3322969575997017, + 2.334786343309318, + 2.3372757290189345, + 2.339765114728551, + 2.342254500438168, + 2.3447438861477843, + 2.3472332718574007, + 2.349722657567017, + 2.3522120432766336, + 2.35470142898625, + 2.3571908146958664, + 2.359680200405483, + 2.3621695861150998, + 2.364658971824716, + 2.3671483575343326, + 2.369637743243949, + 2.3721271289535655, + 2.374616514663182, + 2.3771059003727983, + 2.3795952860824148, + 2.3820846717920316, + 2.384574057501648, + 2.3870634432112645, + 2.389552828920881, + 2.3920422146304974, + 2.394531600340114, + 2.3970209860497302, + 2.3995103717593467, + 2.4019997574689635, + 2.40448914317858, + 2.4069785288881964, + 2.409467914597813, + 2.4119573003074293, + 2.4144466860170457, + 2.416936071726662, + 2.4194254574362786, + 2.4219148431458954, + 2.424404228855512, + 2.4268936145651283, + 2.4293830002747447, + 2.431872385984361, + 2.4343617716939776, + 2.436851157403594, + 2.439340543113211, + 2.4418299288228273, + 2.4443193145324438, + 2.44680870024206, + 2.4492980859516766, + 2.451787471661293, + 2.4542768573709095, + 2.456766243080526, + 2.459255628790143, + 2.4617450144997592, + 2.4642344002093757, + 2.466723785918992, + 2.4692131716286085, + 2.471702557338225, + 2.4741919430478414, + 2.476681328757458, + 2.4791707144670747, + 2.481660100176691, + 2.4841494858863076, + 2.486638871595924, + 2.4891282573055404, + 2.491617643015157, + 2.4941070287247733, + 2.4965964144343897, + 2.4990858001440066, + 2.501575185853623, + 2.5040645715632395, + 2.506553957272856, + 2.5090433429824723, + 2.5115327286920888, + 2.514022114401705, + 2.5165115001113216, + 2.5190008858209385, + 2.521490271530555, + 2.5239796572401714, + 3.817916666666548 + ], + "y": [ + 0, + 0, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 57.74647887323944, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 84.50704225352112, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 90.14084507042254, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 91.54929577464789, + 100 + ] + }, + { + "hovertemplate": "%{y:.2f}%
mae: %{x:.2f}
dial_skelet -> value
", + "legendgrouptitle": { + "text": "CED Curve [dial_skelet]" + }, + "mode": "lines", + "name": "value", + "showlegend": true, + "type": "scatter", + "visible": false, + "x": [ + 0, + 0.952291666666639, + 0.9578642603310752, + 0.9634368539955114, + 0.9690094476599476, + 0.9745820413243838, + 0.98015463498882, + 0.9857272286532562, + 0.9912998223176924, + 0.9968724159821286, + 1.002445009646565, + 1.008017603311001, + 1.0135901969754373, + 1.0191627906398735, + 1.0247353843043097, + 1.0303079779687458, + 1.035880571633182, + 1.0414531652976182, + 1.0470257589620544, + 1.0525983526264906, + 1.0581709462909268, + 1.063743539955363, + 1.0693161336197992, + 1.0748887272842353, + 1.0804613209486718, + 1.086033914613108, + 1.0916065082775441, + 1.0971791019419803, + 1.1027516956064165, + 1.1083242892708527, + 1.1138968829352889, + 1.119469476599725, + 1.1250420702641613, + 1.1306146639285974, + 1.1361872575930336, + 1.1417598512574698, + 1.147332444921906, + 1.1529050385863422, + 1.1584776322507784, + 1.1640502259152146, + 1.1696228195796508, + 1.175195413244087, + 1.1807680069085231, + 1.1863406005729595, + 1.1919131942373957, + 1.197485787901832, + 1.203058381566268, + 1.2086309752307043, + 1.2142035688951405, + 1.2197761625595767, + 1.2253487562240128, + 1.230921349888449, + 1.2364939435528852, + 1.2420665372173214, + 1.2476391308817576, + 1.253211724546194, + 1.2587843182106302, + 1.2643569118750664, + 1.2699295055395026, + 1.2755020992039388, + 1.281074692868375, + 1.2866472865328111, + 1.2922198801972473, + 1.2977924738616835, + 1.3033650675261197, + 1.3089376611905559, + 1.314510254854992, + 1.3200828485194283, + 1.3256554421838644, + 1.3312280358483006, + 1.3368006295127368, + 1.342373223177173, + 1.3479458168416092, + 1.3535184105060454, + 1.3590910041704816, + 1.3646635978349178, + 1.3702361914993542, + 1.3758087851637903, + 1.3813813788282265, + 1.3869539724926627, + 1.392526566157099, + 1.398099159821535, + 1.4036717534859713, + 1.4092443471504075, + 1.4148169408148437, + 1.4203895344792798, + 1.425962128143716, + 1.4315347218081524, + 1.4371073154725886, + 1.4426799091370248, + 1.448252502801461, + 1.4538250964658972, + 1.4593976901303334, + 1.4649702837947696, + 1.4705428774592058, + 1.476115471123642, + 1.4816880647880781, + 1.4872606584525143, + 1.4928332521169505, + 1.4984058457813867, + 1.5039784394458229, + 1.509551033110259, + 1.5151236267746953, + 1.5206962204391314, + 1.5262688141035676, + 1.5318414077680038, + 1.53741400143244, + 1.5429865950968762, + 1.5485591887613124, + 1.5541317824257488, + 1.559704376090185, + 1.5652769697546212, + 1.5708495634190573, + 1.5764221570834935, + 1.5819947507479297, + 1.587567344412366, + 1.593139938076802, + 1.5987125317412383, + 1.6042851254056747, + 1.6098577190701109, + 1.615430312734547, + 1.6210029063989833, + 1.6265755000634194, + 1.6321480937278556, + 1.6377206873922918, + 1.643293281056728, + 1.6488658747211642, + 1.6544384683856004, + 1.6600110620500366, + 1.6655836557144728, + 1.671156249378909, + 1.6767288430433451, + 1.6823014367077813, + 1.6878740303722175, + 1.6934466240366537, + 1.6990192177010899, + 1.704591811365526, + 1.7101644050299623, + 1.7157369986943984, + 1.7213095923588346, + 1.7268821860232708, + 1.7324547796877072, + 1.7380273733521434, + 1.7435999670165796, + 1.7491725606810158, + 1.754745154345452, + 1.7603177480098882, + 1.7658903416743243, + 1.7714629353387605, + 1.7770355290031967, + 1.7826081226676331, + 1.7881807163320693, + 1.7937533099965055, + 1.7993259036609417, + 1.8048984973253779, + 1.810471090989814, + 1.8160436846542503, + 1.8216162783186864, + 1.8271888719831226, + 1.8327614656475588, + 1.838334059311995, + 1.8439066529764312, + 1.8494792466408674, + 1.8550518403053036, + 1.8606244339697398, + 1.866197027634176, + 1.8717696212986121, + 1.8773422149630483, + 1.8829148086274845, + 1.8884874022919207, + 1.8940599959563569, + 1.899632589620793, + 1.9052051832852293, + 1.9107777769496657, + 1.9163503706141019, + 1.921922964278538, + 1.9274955579429742, + 1.9330681516074104, + 1.9386407452718466, + 1.9442133389362828, + 1.949785932600719, + 1.9553585262651552, + 1.9609311199295913, + 1.9665037135940275, + 1.9720763072584637, + 1.9776489009229001, + 1.9832214945873363, + 1.9887940882517725, + 1.9943666819162087, + 1.9999392755806449, + 2.005511869245081, + 2.0110844629095173, + 2.0166570565739534, + 2.0222296502383896, + 2.027802243902826, + 2.033374837567262, + 2.038947431231698, + 2.0445200248961344, + 2.0500926185605706, + 2.0556652122250068, + 2.061237805889443, + 2.066810399553879, + 2.0723829932183158, + 2.0779555868827515, + 2.083528180547188, + 2.089100774211624, + 2.0946733678760605, + 2.1002459615404963, + 2.105818555204933, + 2.1113911488693686, + 2.1169637425338053, + 2.122536336198241, + 2.1281089298626776, + 2.1336815235271134, + 2.13925411719155, + 2.1448267108559858, + 2.1503993045204224, + 2.1559718981848586, + 2.1615444918492948, + 2.167117085513731, + 2.172689679178167, + 2.1782622728426033, + 2.1838348665070395, + 2.1894074601714757, + 2.194980053835912, + 2.200552647500348, + 2.2061252411647843, + 2.2116978348292204, + 2.2172704284936566, + 2.222843022158093, + 2.228415615822529, + 2.233988209486965, + 2.2395608031514014, + 2.2451333968158376, + 2.2507059904802738, + 2.2562785841447104, + 2.261851177809146, + 2.2674237714735828, + 2.2729963651380185, + 2.278568958802455, + 2.284141552466891, + 2.2897141461313275, + 2.2952867397957633, + 2.3008593334602, + 2.3064319271246356, + 2.3120045207890723, + 2.317577114453508, + 2.3231497081179446, + 2.3287223017823804, + 2.334294895446817, + 2.339867489111253, + 2.3454400827756894, + 2.3510126764401256, + 2.3565852701045618, + 2.362157863768998, + 2.367730457433434, + 2.3733030510978703, + 2.3788756447623065, + 2.3844482384267427, + 2.390020832091179, + 2.395593425755615, + 2.4011660194200513, + 2.4067386130844874, + 2.4123112067489236, + 2.41788380041336, + 2.423456394077796, + 2.4290289877422326, + 2.4346015814066684, + 2.440174175071105, + 2.4457467687355408, + 2.4513193623999774, + 2.456891956064413, + 2.4624645497288498, + 2.4680371433932855, + 2.473609737057722, + 2.479182330722158, + 2.4847549243865945, + 2.4903275180510303, + 2.495900111715467, + 2.5014727053799026, + 2.5070452990443393, + 2.5126178927087754, + 2.5181904863732116, + 2.523763080037648, + 2.529335673702084, + 2.53490826736652, + 2.5404808610309564, + 2.5460534546953926, + 2.5516260483598288, + 2.557198642024265, + 2.562771235688701, + 2.5683438293531373, + 2.5739164230175735, + 2.5794890166820097, + 2.585061610346446, + 2.590634204010882, + 2.5962067976753183, + 2.6017793913397544, + 2.6073519850041906, + 2.6129245786686273, + 2.618497172333063, + 2.6240697659974996, + 2.6296423596619354, + 2.635214953326372, + 2.6407875469908078, + 2.6463601406552444, + 2.65193273431968, + 2.6575053279841168, + 2.6630779216485525, + 2.668650515312989, + 2.674223108977425, + 2.6797957026418615, + 2.6853682963062973, + 2.690940889970734, + 2.69651348363517, + 2.7020860772996063, + 2.7076586709640424, + 2.7132312646284786, + 2.718803858292915, + 2.724376451957351, + 2.729949045621787, + 2.7355216392862234, + 2.7410942329506596, + 2.7466668266150958, + 2.752239420279532, + 2.757812013943968, + 2.7633846076084043, + 2.7689572012728405, + 2.7745297949372767, + 2.780102388601713, + 2.7856749822661495, + 2.7912475759305853, + 2.796820169595022, + 2.8023927632594576, + 2.8079653569238943, + 2.81353795058833, + 2.8191105442527666, + 2.8246831379172024, + 2.830255731581639, + 2.8358283252460748, + 2.8414009189105114, + 2.846973512574947, + 2.8525461062393838, + 2.8581186999038195, + 2.863691293568256, + 2.8692638872326923, + 2.8748364808971285, + 2.8804090745615647, + 2.885981668226001, + 2.891554261890437, + 2.8971268555548733, + 2.9026994492193094, + 2.9082720428837456, + 2.913844636548182, + 2.919417230212618, + 2.924989823877054, + 2.9305624175414904, + 2.9361350112059266, + 2.9417076048703628, + 2.947280198534799, + 2.952852792199235, + 2.9584253858636713, + 2.9639979795281075, + 2.9695705731925437, + 2.97514316685698, + 2.980715760521416, + 2.9862883541858523, + 2.9918609478502884, + 2.9974335415147246, + 3.0030061351791613, + 3.0085787288435974, + 3.0141513225080336, + 3.01972391617247, + 3.025296509836906, + 3.030869103501342, + 3.0364416971657784, + 3.0420142908302146, + 3.0475868844946508, + 3.053159478159087, + 3.058732071823523, + 3.0643046654879593, + 3.0698772591523955, + 3.0754498528168317, + 3.081022446481268, + 3.086595040145704, + 3.0921676338101403, + 3.0977402274745764, + 3.1033128211390126, + 3.108885414803449, + 3.114458008467885, + 3.120030602132321, + 3.1256031957967574, + 3.1311757894611936, + 3.1367483831256298, + 3.142320976790066, + 3.147893570454502, + 3.1534661641189383, + 3.1590387577833745, + 3.1646113514478107, + 3.170183945112247, + 3.175756538776683, + 3.1813291324411193, + 3.186901726105556, + 3.192474319769992, + 3.1980469134344283, + 3.2036195070988644, + 3.2091921007633006, + 3.214764694427737, + 3.220337288092173, + 3.225909881756609, + 3.2314824754210454, + 3.2370550690854816, + 3.2426276627499178, + 3.248200256414354, + 3.25377285007879, + 3.2593454437432263, + 3.2649180374076625, + 3.2704906310720987, + 3.276063224736535, + 3.281635818400971, + 3.2872084120654073, + 3.2927810057298434, + 3.2983535993942796, + 3.303926193058716, + 3.309498786723152, + 3.315071380387588, + 3.3206439740520244, + 3.3262165677164606, + 3.3317891613808968, + 3.337361755045333, + 3.342934348709769, + 3.3485069423742053, + 3.3540795360386415, + 3.359652129703078, + 3.3652247233675143, + 3.3707973170319505, + 3.3763699106963867, + 3.381942504360823, + 3.387515098025259, + 3.3930876916896953, + 3.3986602853541314, + 3.4042328790185676, + 3.409805472683004, + 3.41537806634744, + 3.420950660011876, + 3.4265232536763124, + 3.4320958473407486, + 3.4376684410051848, + 3.443241034669621, + 3.448813628334057, + 3.4543862219984933, + 3.4599588156629295, + 3.4655314093273657, + 3.471104002991802, + 3.476676596656238, + 3.4822491903206743, + 3.4878217839851104, + 3.4933943776495466, + 3.498966971313983, + 3.504539564978419, + 3.510112158642855, + 3.5156847523072914, + 3.5212573459717276, + 3.5268299396361638, + 3.5324025333006, + 3.537975126965036, + 3.5435477206294728, + 3.549120314293909, + 3.554692907958345, + 3.5602655016227813, + 3.5658380952872175, + 3.5714106889516537, + 3.57698328261609, + 3.582555876280526, + 3.5881284699449623, + 3.5937010636093984, + 3.5992736572738346, + 3.604846250938271, + 3.610418844602707, + 3.615991438267143, + 3.6215640319315794, + 3.6271366255960156, + 3.6327092192604518, + 3.638281812924888, + 3.643854406589324, + 3.6494270002537603, + 3.6549995939181965, + 3.6605721875826327, + 3.666144781247069, + 3.671717374911505, + 3.6772899685759413, + 3.6828625622403774, + 3.6884351559048136, + 3.69400774956925, + 3.699580343233686, + 3.705152936898122, + 3.7107255305625584, + 3.716298124226995, + 3.721870717891431, + 3.7274433115558674, + 3.7330159052203036, + 3.7385884988847398, + 3.744161092549176, + 3.749733686213612, + 3.7553062798780483, + 3.7608788735424845, + 3.7664514672069207, + 3.772024060871357, + 3.777596654535793, + 3.7831692482002293, + 3.7887418418646654, + 3.7943144355291016, + 3.799887029193538, + 3.805459622857974, + 3.81103221652241, + 3.8166048101868464, + 3.8221774038512826, + 3.8277499975157188, + 3.833322591180155, + 3.838895184844591, + 3.8444677785090273, + 3.8500403721734635, + 3.8556129658378997, + 3.861185559502336, + 3.866758153166772, + 3.8723307468312083, + 3.8779033404956444, + 3.8834759341600806, + 3.889048527824517, + 3.894621121488953, + 3.9001937151533896, + 3.905766308817826, + 3.911338902482262, + 3.916911496146698, + 3.9224840898111344, + 3.9280566834755706, + 3.9336292771400068, + 3.939201870804443, + 3.944774464468879, + 3.9503470581333153, + 3.9559196517977515, + 3.9614922454621877, + 3.967064839126624, + 3.97263743279106, + 3.9782100264554963, + 3.9837826201199324, + 3.9893552137843686, + 3.994927807448805, + 4.000500401113241, + 4.006072994777677, + 4.011645588442113, + 4.01721818210655, + 4.022790775770986, + 4.0283633694354215, + 4.033935963099858, + 4.039508556764295, + 4.0450811504287305, + 4.050653744093166, + 4.056226337757603, + 4.0617989314220395, + 4.067371525086475, + 4.072944118750912, + 4.0785167124153485, + 4.084089306079784, + 4.08966189974422, + 4.095234493408657, + 4.100807087073093, + 4.106379680737529, + 4.111952274401965, + 4.117524868066401, + 4.123097461730838, + 4.128670055395274, + 4.1342426490597095, + 4.139815242724146, + 4.145387836388583, + 4.1509604300530185, + 4.156533023717454, + 4.162105617381891, + 4.1676782110463275, + 4.173250804710763, + 4.178823398375199, + 4.184395992039636, + 4.189968585704072, + 4.195541179368508, + 4.201113773032944, + 4.20668636669738, + 4.212258960361817, + 4.217831554026253, + 4.2234041476906885, + 4.228976741355125, + 4.234549335019562, + 4.2401219286839975, + 4.245694522348433, + 4.25126711601287, + 4.2568397096773065, + 4.262412303341742, + 4.267984897006179, + 4.2735574906706155, + 4.279130084335051, + 4.284702677999487, + 4.290275271663924, + 4.29584786532836, + 4.301420458992796, + 4.306993052657232, + 4.312565646321668, + 4.318138239986105, + 4.323710833650541, + 4.3292834273149765, + 4.334856020979413, + 4.34042861464385, + 4.3460012083082855, + 4.351573801972721, + 4.357146395637158, + 4.3627189893015945, + 4.36829158296603, + 4.373864176630466, + 4.379436770294903, + 4.385009363959339, + 4.390581957623775, + 4.396154551288211, + 4.401727144952647, + 4.407299738617084, + 4.41287233228152, + 4.4184449259459555, + 4.424017519610392, + 4.429590113274829, + 4.4351627069392645, + 4.440735300603701, + 4.446307894268138, + 4.4518804879325735, + 4.457453081597009, + 4.463025675261446, + 4.4685982689258825, + 4.474170862590318, + 4.479743456254754, + 4.485316049919191, + 4.490888643583627, + 4.496461237248063, + 4.502033830912499, + 4.507606424576935, + 4.513179018241372, + 4.518751611905808, + 4.5243242055702435, + 4.52989679923468, + 4.535469392899117, + 4.5410419865635525, + 4.546614580227988, + 4.552187173892425, + 4.5577597675568615, + 4.563332361221297, + 4.568904954885733, + 4.57447754855017, + 4.580050142214606, + 4.585622735879042, + 4.591195329543478, + 4.596767923207914, + 4.602340516872351, + 4.607913110536787, + 4.613485704201223, + 4.61905829786566, + 4.624630891530096, + 4.6302034851945315, + 4.635776078858968, + 4.641348672523405, + 4.6469212661878405, + 4.652493859852276, + 4.658066453516713, + 4.6636390471811495, + 4.669211640845585, + 4.674784234510021, + 4.680356828174458, + 4.685929421838894, + 4.69150201550333, + 4.697074609167766, + 4.702647202832202, + 4.708219796496639, + 4.713792390161075, + 4.7193649838255105, + 4.724937577489947, + 4.730510171154384, + 4.7360827648188195, + 4.741655358483255, + 4.747227952147692, + 4.7528005458121285, + 4.758373139476564, + 4.763945733141, + 4.769518326805437, + 4.775090920469873, + 4.780663514134309, + 4.786236107798746, + 4.791808701463182, + 4.797381295127618, + 4.802953888792054, + 4.80852648245649, + 4.814099076120927, + 4.819671669785363, + 4.8252442634497985, + 4.830816857114235, + 4.836389450778672, + 4.8419620444431075, + 4.847534638107543, + 4.85310723177198, + 4.8586798254364165, + 4.864252419100852, + 4.869825012765288, + 4.875397606429725, + 4.880970200094161, + 4.886542793758597, + 4.892115387423033, + 4.897687981087469, + 4.903260574751906, + 4.908833168416342, + 4.9144057620807775, + 4.919978355745214, + 4.925550949409651, + 4.9311235430740865, + 4.936696136738522, + 4.942268730402959, + 4.9478413240673955, + 4.953413917731831, + 4.958986511396268, + 4.964559105060704, + 4.97013169872514, + 4.975704292389576, + 4.981276886054013, + 4.986849479718448, + 4.992422073382885, + 4.997994667047321, + 5.003567260711757, + 5.009139854376193, + 5.01471244804063, + 5.0202850417050655, + 5.025857635369502, + 5.031430229033938, + 5.0370028226983745, + 5.04257541636281, + 5.048148010027247, + 5.0537206036916835, + 5.059293197356119, + 5.064865791020556, + 5.070438384684992, + 5.076010978349428, + 5.081583572013864, + 5.087156165678301, + 5.092728759342736, + 5.098301353007173, + 5.103873946671609, + 5.109446540336045, + 5.115019134000481, + 5.120591727664918, + 5.1261643213293535, + 5.13173691499379, + 5.137309508658226, + 5.1428821023226625, + 5.148454695987098, + 5.154027289651535, + 5.159599883315971, + 5.165172476980407, + 5.170745070644843, + 5.17631766430928, + 5.181890257973715, + 5.187462851638152, + 5.193035445302588, + 5.198608038967024, + 5.20418063263146, + 5.209753226295897, + 5.2153258199603325, + 5.220898413624769, + 5.226471007289205, + 5.2320436009536415, + 5.237616194618078, + 5.243188788282514, + 5.2487613819469505, + 5.254333975611386, + 5.259906569275823, + 5.265479162940259, + 5.271051756604695, + 5.276624350269131, + 5.282196943933568, + 5.287769537598003, + 5.29334213126244, + 5.298914724926876, + 5.304487318591312, + 5.310059912255748, + 5.315632505920185, + 5.3212050995846205, + 5.326777693249057, + 5.332350286913493, + 5.3379228805779295, + 5.343495474242365, + 5.349068067906802, + 5.354640661571238, + 5.360213255235674, + 5.36578584890011, + 5.371358442564547, + 5.376931036228982, + 5.382503629893419, + 5.388076223557855, + 5.393648817222291, + 5.399221410886727, + 5.404794004551164, + 5.4103665982155995, + 5.415939191880036, + 5.421511785544473, + 5.4270843792089085, + 5.432656972873345, + 5.438229566537781, + 5.4438021602022175, + 5.449374753866653, + 5.45494734753109, + 5.460519941195526, + 5.466092534859962, + 5.471665128524398, + 5.477237722188835, + 5.48281031585327, + 5.488382909517707, + 5.493955503182143, + 5.499528096846579, + 5.505100690511015, + 5.510673284175452, + 5.5162458778398875, + 5.521818471504324, + 5.52739106516876, + 5.5329636588331965, + 5.538536252497632, + 5.544108846162069, + 5.549681439826505, + 5.555254033490941, + 5.560826627155377, + 5.566399220819814, + 5.571971814484249, + 5.577544408148686, + 5.583117001813122, + 5.588689595477558, + 5.594262189141995, + 5.599834782806431, + 5.605407376470867, + 5.610979970135303, + 5.61655256379974, + 5.6221251574641755, + 5.627697751128612, + 5.633270344793048, + 5.6388429384574845, + 5.64441553212192, + 5.649988125786357, + 5.655560719450793, + 5.661133313115229, + 5.666705906779665, + 5.672278500444102, + 5.677851094108537, + 5.683423687772974, + 5.68899628143741, + 5.694568875101846, + 5.700141468766282, + 5.705714062430719, + 5.7112866560951545, + 5.716859249759591, + 5.722431843424027, + 5.7280044370884635, + 5.733577030752899, + 5.739149624417336, + 5.744722218081772, + 5.750294811746208, + 5.755867405410644, + 5.761439999075081, + 5.767012592739517, + 5.772585186403953, + 5.77815778006839, + 5.783730373732825, + 5.789302967397262, + 5.794875561061698, + 5.800448154726134, + 5.80602074839057, + 5.811593342055007, + 5.8171659357194425, + 5.822738529383879, + 5.828311123048315, + 5.8338837167127515, + 5.839456310377187, + 5.845028904041624, + 5.85060149770606, + 5.856174091370496, + 5.861746685034932, + 5.867319278699369, + 5.872891872363804, + 5.878464466028241, + 5.884037059692677, + 5.889609653357113, + 5.895182247021549, + 5.900754840685986, + 5.9063274343504215, + 5.911900028014858, + 5.917472621679294, + 5.9230452153437305, + 5.928617809008166, + 5.934190402672603, + 5.939762996337039, + 5.945335590001475, + 5.950908183665912, + 5.956480777330348, + 5.962053370994784, + 5.96762596465922, + 5.973198558323657, + 5.978771151988092, + 5.984343745652529, + 5.989916339316965, + 5.995488932981401, + 6.001061526645837, + 6.006634120310274, + 6.0122067139747095, + 6.017779307639146, + 6.023351901303582, + 6.0289244949680185, + 6.034497088632454, + 6.040069682296891, + 6.045642275961327, + 6.051214869625763, + 6.056787463290199, + 6.062360056954636, + 6.067932650619071, + 6.073505244283508, + 6.079077837947944, + 6.08465043161238, + 6.090223025276816, + 6.095795618941253, + 6.1013682126056885, + 6.106940806270125, + 6.112513399934561, + 6.1180859935989975, + 6.123658587263433, + 6.12923118092787, + 6.1348037745923065, + 6.140376368256742, + 6.145948961921179, + 6.151521555585615, + 6.157094149250051, + 6.162666742914487, + 6.168239336578924, + 6.173811930243359, + 6.179384523907796, + 6.184957117572232, + 6.190529711236668, + 6.196102304901104, + 6.201674898565541, + 6.2072474922299765, + 6.212820085894413, + 6.218392679558849, + 6.2239652732232855, + 6.229537866887721, + 6.235110460552158, + 6.240683054216594, + 6.24625564788103, + 6.251828241545466, + 6.257400835209903, + 6.262973428874338, + 6.268546022538775, + 6.274118616203211, + 6.279691209867647, + 6.285263803532083, + 6.29083639719652, + 6.2964089908609555, + 6.301981584525392, + 6.307554178189829, + 6.3131267718542645, + 6.318699365518701, + 6.324271959183137, + 6.3298445528475735, + 6.335417146512009, + 6.340989740176446, + 6.346562333840882, + 6.352134927505318, + 6.357707521169754, + 6.363280114834191, + 6.368852708498626, + 6.374425302163063, + 6.379997895827499, + 6.385570489491935, + 6.391143083156371, + 6.396715676820808, + 6.4022882704852435, + 6.40786086414968, + 6.413433457814116, + 6.4190060514785525, + 6.424578645142988, + 6.430151238807425, + 6.435723832471861, + 6.441296426136297, + 6.446869019800733, + 6.45244161346517, + 6.458014207129605, + 6.463586800794042, + 6.469159394458478, + 6.474731988122914, + 6.480304581787351, + 6.485877175451787, + 6.491449769116223, + 6.497022362780659, + 6.502594956445096, + 6.5081675501095315, + 6.513740143773968, + 6.519312737438404, + 10.618333333333368 + ], + "y": [ + 0, + 0, + 1.4084507042253522, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 11.267605633802818, + 11.267605633802818, + 11.267605633802818, + 11.267605633802818, + 11.267605633802818, + 11.267605633802818, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 19.718309859154928, + 21.12676056338028, + 21.12676056338028, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 30.985915492957744, + 30.985915492957744, + 32.3943661971831, + 32.3943661971831, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 33.80281690140845, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 36.61971830985916, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 42.25352112676056, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 52.112676056338024, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 63.38028169014085, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 78.87323943661971, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 100 + ] + }, + { + "hovertemplate": "%{y:.2f}%
mae: %{x:.2f}
dial_skelet -> MEAN
", + "legendgrouptitle": { + "text": "CED Curve [dial_skelet]" + }, "mode": "lines", - "name": "CED Curve [dial_skelet]", + "name": "MEAN", "showlegend": true, "type": "scatter", + "visible": true, "x": [ 0, - 0.5791821397569715, - 0.5858986359691042, - 0.5926151321812367, - 0.5993316283933694, - 0.6060481246055021, - 0.6127646208176347, - 0.6194811170297674, - 0.6261976132418999, - 0.6329141094540326, - 0.6396306056661653, - 0.6463471018782978, - 0.6530635980904305, - 0.6597800943025631, - 0.6664965905146958, - 0.6732130867268284, - 0.679929582938961, - 0.6866460791510937, - 0.6933625753632263, - 0.7000790715753589, - 0.7067955677874915, - 0.7135120639996242, - 0.7202285602117569, - 0.7269450564238895, - 0.7336615526360221, - 0.7403780488481547, - 0.7470945450602874, - 0.7538110412724199, - 0.7605275374845526, - 0.7672440336966853, - 0.7739605299088179, - 0.7806770261209506, - 0.7873935223330831, - 0.7941100185452158, - 0.8008265147573485, - 0.807543010969481, - 0.8142595071816137, - 0.8209760033937463, - 0.827692499605879, - 0.8344089958180116, - 0.8411254920301442, - 0.8478419882422769, - 0.8545584844544095, - 0.8612749806665421, - 0.8679914768786747, - 0.8747079730908074, - 0.88142446930294, - 0.8881409655150727, - 0.8948574617272053, - 0.9015739579393379, - 0.9082904541514706, - 0.9150069503636031, - 0.9217234465757358, - 0.9284399427878685, - 0.9351564390000011, - 0.9418729352121338, - 0.9485894314242663, - 0.955305927636399, - 0.9620224238485316, - 0.9687389200606642, - 0.9754554162727969, - 0.9821719124849295, - 0.9888884086970622, - 0.9956049049091948, - 1.0023214011213275, - 1.0090378973334602, - 1.0157543935455928, - 1.0224708897577253, - 1.029187385969858, - 1.0359038821819906, - 1.0426203783941232, - 1.049336874606256, - 1.0560533708183883, - 1.062769867030521, - 1.0694863632426537, - 1.0762028594547863, - 1.082919355666919, - 1.0896358518790517, - 1.0963523480911843, - 1.103068844303317, - 1.1097853405154496, - 1.1165018367275823, - 1.123218332939715, - 1.1299348291518476, - 1.13665132536398, - 1.1433678215761127, - 1.1500843177882454, - 1.1568008140003778, - 1.1635173102125105, - 1.1702338064246431, - 1.1769503026367758, - 1.1836667988489085, - 1.1903832950610411, - 1.1970997912731738, - 1.2038162874853064, - 1.210532783697439, - 1.2172492799095718, - 1.2239657761217044, - 1.230682272333837, - 1.2373987685459698, - 1.2441152647581022, - 1.2508317609702349, - 1.2575482571823675, - 1.2642647533945, - 1.2709812496066326, - 1.2776977458187653, - 1.284414242030898, - 1.2911307382430306, - 1.2978472344551633, - 1.304563730667296, - 1.3112802268794286, - 1.3179967230915612, - 1.324713219303694, - 1.3314297155158266, - 1.3381462117279592, - 1.3448627079400919, - 1.3515792041522243, - 1.358295700364357, - 1.3650121965764896, - 1.371728692788622, - 1.3784451890007547, - 1.3851616852128874, - 1.39187818142502, - 1.3985946776371527, - 1.4053111738492854, - 1.412027670061418, - 1.4187441662735507, - 1.4254606624856834, - 1.432177158697816, - 1.4388936549099487, - 1.4456101511220814, - 1.452326647334214, - 1.4590431435463465, - 1.4657596397584791, - 1.4724761359706118, - 1.4791926321827442, - 1.4859091283948769, - 1.4926256246070095, - 1.4993421208191422, - 1.5060586170312749, - 1.5127751132434075, - 1.5194916094555402, - 1.5262081056676728, - 1.5329246018798055, - 1.5396410980919382, - 1.5463575943040708, - 1.5530740905162035, - 1.5597905867283361, - 1.5665070829404686, - 1.5732235791526012, - 1.5799400753647337, - 1.5866565715768663, - 1.593373067788999, - 1.6000895640011317, - 1.6068060602132643, - 1.613522556425397, - 1.6202390526375297, - 1.6269555488496623, - 1.633672045061795, - 1.6403885412739276, - 1.6471050374860603, - 1.653821533698193, - 1.6605380299103256, - 1.6672545261224583, - 1.673971022334591, - 1.6806875185467236, - 1.6874040147588558, - 1.6941205109709885, - 1.7008370071831211, - 1.7075535033952538, - 1.7142699996073865, - 1.7209864958195191, - 1.7277029920316518, - 1.7344194882437844, - 1.741135984455917, - 1.7478524806680498, - 1.7545689768801824, - 1.761285473092315, - 1.7680019693044478, - 1.7747184655165804, - 1.781434961728713, - 1.7881514579408457, - 1.794867954152978, - 1.8015844503651106, - 1.8083009465772433, - 1.815017442789376, - 1.8217339390015086, - 1.8284504352136413, - 1.835166931425774, - 1.8418834276379066, - 1.8485999238500392, - 1.855316420062172, - 1.8620329162743046, - 1.8687494124864372, - 1.8754659086985699, - 1.8821824049107025, - 1.8888989011228352, - 1.8956153973349679, - 1.9023318935471, - 1.9090483897592327, - 1.9157648859713654, - 1.922481382183498, - 1.9291978783956307, - 1.9359143746077634, - 1.942630870819896, - 1.9493473670320287, - 1.9560638632441614, - 1.962780359456294, - 1.9694968556684267, - 1.9762133518805594, - 1.982929848092692, - 1.9896463443048247, - 1.9963628405169573, - 2.00307933672909, - 2.009795832941222, - 2.016512329153355, - 2.0232288253654875, - 2.02994532157762, - 2.036661817789753, - 2.0433783140018855, - 2.050094810214018, - 2.056811306426151, - 2.0635278026382835, - 2.070244298850416, - 2.076960795062549, - 2.0836772912746815, - 2.090393787486814, - 2.097110283698947, - 2.1038267799110795, - 2.110543276123212, - 2.1172597723353443, - 2.123976268547477, - 2.1306927647596097, - 2.1374092609717423, - 2.144125757183875, - 2.1508422533960077, - 2.1575587496081403, - 2.164275245820273, - 2.1709917420324056, - 2.1777082382445383, - 2.184424734456671, - 2.1911412306688036, - 2.1978577268809363, - 2.204574223093069, - 2.2112907193052016, - 2.2180072155173343, - 2.2247237117294665, - 2.231440207941599, - 2.238156704153732, - 2.2448732003658645, - 2.251589696577997, - 2.25830619279013, - 2.2650226890022624, - 2.271739185214395, - 2.2784556814265278, - 2.2851721776386604, - 2.291888673850793, - 2.2986051700629258, - 2.3053216662750584, - 2.312038162487191, - 2.3187546586993237, - 2.3254711549114564, - 2.3321876511235886, - 2.3389041473357213, - 2.345620643547854, - 2.3523371397599866, - 2.3590536359721193, - 2.365770132184252, - 2.3724866283963846, - 2.3792031246085172, - 2.38591962082065, - 2.3926361170327826, - 2.3993526132449152, - 2.406069109457048, - 2.4127856056691805, - 2.419502101881313, - 2.426218598093446, - 2.4329350943055785, - 2.4396515905177107, - 2.4463680867298434, - 2.453084582941976, - 2.4598010791541087, - 2.4665175753662414, - 2.473234071578374, - 2.4799505677905067, - 2.4866670640026394, - 2.493383560214772, - 2.5001000564269047, - 2.5068165526390374, - 2.51353304885117, - 2.5202495450633027, - 2.5269660412754353, - 2.533682537487568, - 2.5403990336997007, - 2.547115529911833, - 2.5538320261239655, - 2.560548522336098, - 2.567265018548231, - 2.5739815147603635, - 2.580698010972496, - 2.587414507184629, - 2.5941310033967615, - 2.600847499608894, - 2.607563995821027, - 2.6142804920331595, - 2.620996988245292, - 2.627713484457425, - 2.6344299806695575, - 2.64114647688169, - 2.647862973093823, - 2.6545794693059555, - 2.661295965518088, - 2.6680124617302208, - 2.674728957942353, - 2.6814454541544857, - 2.6881619503666183, - 2.694878446578751, - 2.7015949427908836, - 2.7083114390030163, - 2.715027935215149, - 2.7217444314272816, - 2.7284609276394143, - 2.735177423851547, - 2.7418939200636796, - 2.7486104162758123, - 2.755326912487945, - 2.7620434087000776, - 2.7687599049122102, - 2.775476401124343, - 2.7821928973364756, - 2.788909393548608, - 2.7956258897607404, - 2.802342385972873, - 2.8090588821850058, - 2.8157753783971384, - 2.822491874609271, - 2.8292083708214038, - 2.8359248670335364, - 2.842641363245669, - 2.8493578594578017, - 2.8560743556699344, - 2.862790851882067, - 2.8695073480941997, - 2.8762238443063324, - 2.882940340518465, - 2.8896568367305973, - 2.89637333294273, - 2.9030898291548626, - 2.9098063253669952, - 2.916522821579128, - 2.9232393177912606, - 2.929955814003393, - 2.936672310215526, - 2.9433888064276585, - 2.950105302639791, - 2.956821798851924, - 2.9635382950640565, - 2.970254791276189, - 2.976971287488322, - 2.9836877837004545, - 2.990404279912587, - 2.99712077612472, - 3.003837272336852, - 3.0105537685489847, - 3.0172702647611174, - 3.02398676097325, - 3.0307032571853827, - 3.0374197533975154, - 3.044136249609648, - 3.0508527458217807, - 3.0575692420339133, - 3.064285738246046, - 3.0710022344581787, - 3.0777187306703113, - 3.084435226882444, - 3.0911517230945766, - 3.0978682193067093, - 3.1045847155188415, - 3.111301211730974, - 3.118017707943107, - 3.1247342041552395, - 3.131450700367372, - 3.138167196579505, - 3.1448836927916375, - 3.15160018900377, - 3.158316685215903, - 3.1650331814280355, - 3.171749677640168, - 3.178466173852301, - 3.1851826700644335, - 3.191899166276566, - 3.1986156624886988, - 3.2053321587008314, - 3.212048654912964, - 3.2187651511250963, - 3.225481647337229, - 3.2321981435493616, - 3.2389146397614943, - 3.245631135973627, - 3.2523476321857596, - 3.2590641283978923, - 3.265780624610025, - 3.2724971208221576, - 3.2792136170342903, - 3.285930113246423, - 3.2926466094585556, - 3.2993631056706882, - 3.306079601882821, - 3.3127960980949536, - 3.319512594307086, - 3.3262290905192184, - 3.332945586731351, - 3.3396620829434838, - 3.3463785791556164, - 3.353095075367749, - 3.3598115715798818, - 3.3665280677920144, - 3.373244564004147, - 3.3799610602162797, - 3.3866775564284124, - 3.393394052640545, - 3.4001105488526777, - 3.4068270450648104, - 3.413543541276943, - 3.4202600374890757, - 3.4269765337012084, - 3.4336930299133406, - 3.4404095261254732, - 3.447126022337606, - 3.4538425185497386, - 3.460559014761871, - 3.467275510974004, - 3.4739920071861365, - 3.480708503398269, - 3.487424999610402, - 3.4941414958225345, - 3.500857992034667, - 3.5075744882468, - 3.5142909844589325, - 3.521007480671065, - 3.527723976883198, - 3.53444047309533, - 3.5411569693074627, - 3.5478734655195954, - 3.554589961731728, - 3.5613064579438607, - 3.5680229541559934, - 3.574739450368126, - 3.5814559465802587, - 3.5881724427923913, - 3.594888939004524, - 3.6016054352166567, - 3.6083219314287893, - 3.615038427640922, - 3.6217549238530546, - 3.6284714200651873, - 3.63518791627732, - 3.6419044124894526, - 3.648620908701585, - 3.6553374049137175, - 3.66205390112585, - 3.668770397337983, - 3.6754868935501155, - 3.682203389762248, - 3.688919885974381, - 3.6956363821865135, - 3.702352878398646, - 3.709069374610779, - 3.7157858708229115, - 3.722502367035044, - 3.7292188632471768, - 3.7359353594593094, - 3.742651855671442, - 3.7493683518835743, - 3.756084848095707, - 3.7628013443078396, - 3.7695178405199723, - 3.776234336732105, - 3.7829508329442376, - 3.7896673291563703, - 3.796383825368503, - 3.8031003215806356, - 3.8098168177927683, - 3.816533314004901, - 3.8232498102170336, - 3.8299663064291662, - 3.836682802641299, - 3.8433992988534316, - 3.8501157950655642, - 3.856832291277697, - 3.863548787489829, - 3.8702652837019618, - 3.8769817799140944, - 3.883698276126227, - 3.8904147723383598, - 3.8971312685504924, - 3.903847764762625, - 3.9105642609747577, - 3.9172807571868904, - 3.923997253399023, - 3.9307137496111557, - 3.9374302458232884, - 3.944146742035421, - 3.9508632382475537, - 3.9575797344596864, - 3.9642962306718186, - 3.9710127268839512, - 3.977729223096084, - 3.9844457193082166, - 3.991162215520349, - 3.997878711732482, - 4.0045952079446145, - 4.011311704156747, - 4.01802820036888, - 4.0247446965810125, - 4.031461192793145, - 4.038177689005278, - 4.0448941852174105, - 4.051610681429543, - 4.058327177641676, - 4.0650436738538085, - 4.071760170065941, - 4.078476666278073, - 4.085193162490206, - 4.091909658702338, - 4.098626154914471, - 4.105342651126604, - 4.112059147338736, - 4.118775643550869, - 4.1254921397630016, - 4.132208635975134, - 4.138925132187267, - 4.1456416283993995, - 4.152358124611532, - 4.159074620823665, - 4.1657911170357975, - 4.17250761324793, - 4.179224109460063, - 4.1859406056721955, - 4.192657101884328, - 4.199373598096461, - 4.2060900943085935, - 4.212806590520726, - 4.219523086732859, - 4.2262395829449915, - 4.232956079157124, - 4.239672575369257, - 4.2463890715813895, - 4.253105567793522, - 4.259822064005655, - 4.266538560217787, - 4.27325505642992, - 4.279971552642053, - 4.286688048854185, - 4.293404545066317, - 4.30012104127845, - 4.3068375374905825, - 4.313554033702715, - 4.320270529914848, - 4.3269870261269805, - 4.333703522339113, - 4.340420018551246, - 4.3471365147633785, - 4.353853010975511, - 4.360569507187644, - 4.3672860033997765, - 4.374002499611909, - 4.380718995824042, - 4.3874354920361744, - 4.394151988248307, - 4.40086848446044, - 4.407584980672572, - 4.414301476884705, - 4.421017973096838, - 4.42773446930897, - 4.434450965521103, - 4.441167461733236, - 4.447883957945368, - 4.454600454157501, - 4.461316950369634, - 4.468033446581766, - 4.474749942793899, - 4.481466439006032, - 4.488182935218164, - 4.494899431430297, - 4.50161592764243, - 4.5083324238545615, - 4.515048920066694, - 4.521765416278827, - 4.528481912490959, - 4.535198408703092, - 4.541914904915225, - 4.548631401127357, - 4.55534789733949, - 4.562064393551623, - 4.568780889763755, - 4.575497385975888, - 4.582213882188021, - 4.588930378400153, - 4.595646874612286, - 4.602363370824419, - 4.609079867036551, - 4.615796363248684, - 4.622512859460817, - 4.629229355672949, - 4.635945851885082, - 4.642662348097215, - 4.649378844309347, - 4.65609534052148, - 4.662811836733613, - 4.669528332945745, - 4.676244829157878, - 4.682961325370011, - 4.689677821582143, - 4.696394317794276, - 4.703110814006409, - 4.709827310218541, - 4.716543806430674, - 4.723260302642807, - 4.729976798854939, - 4.736693295067072, - 4.743409791279205, - 4.750126287491337, - 4.75684278370347, - 4.763559279915603, - 4.770275776127734, - 4.776992272339867, - 4.783708768552, - 4.790425264764132, - 4.797141760976265, - 4.803858257188398, - 4.81057475340053, - 4.817291249612663, - 4.824007745824796, - 4.830724242036928, - 4.837440738249061, - 4.844157234461194, - 4.850873730673326, - 4.857590226885459, - 4.864306723097592, - 4.871023219309724, - 4.877739715521857, - 4.88445621173399, - 4.891172707946122, - 4.897889204158255, - 4.904605700370388, - 4.91132219658252, - 4.918038692794653, - 4.9247551890067855, - 4.931471685218918, - 4.938188181431051, - 4.9449046776431835, - 4.951621173855316, - 4.958337670067449, - 4.9650541662795815, - 4.971770662491714, - 4.978487158703847, - 4.9852036549159795, - 4.991920151128111, - 4.998636647340244, - 5.005353143552377, - 5.012069639764509, - 5.018786135976642, - 5.025502632188775, - 5.032219128400907, - 5.03893562461304, - 5.045652120825173, - 5.052368617037305, - 5.059085113249438, - 5.0658016094615705, - 5.072518105673703, - 5.079234601885836, - 5.0859510980979685, - 5.092667594310101, - 5.099384090522234, - 5.1061005867343665, - 5.112817082946499, - 5.119533579158632, - 5.1262500753707645, - 5.132966571582897, - 5.13968306779503, - 5.1463995640071625, - 5.153116060219295, - 5.159832556431428, - 5.1665490526435605, - 5.173265548855693, - 5.179982045067826, - 5.186698541279958, - 5.193415037492091, - 5.200131533704223, - 5.2068480299163555, - 5.213564526128488, - 5.220281022340621, - 5.2269975185527535, - 5.233714014764886, - 5.240430510977019, - 5.2471470071891515, - 5.253863503401284, - 5.260579999613417, - 5.2672964958255495, - 5.274012992037682, - 5.280729488249815, - 5.2874459844619475, - 5.29416248067408, - 5.300878976886213, - 5.3075954730983455, - 5.314311969310478, - 5.321028465522611, - 5.327744961734743, - 5.334461457946876, - 5.341177954159009, - 5.347894450371141, - 5.354610946583274, - 5.361327442795407, - 5.368043939007539, - 5.374760435219672, - 5.381476931431805, - 5.388193427643937, - 5.39490992385607, - 5.401626420068203, - 5.408342916280335, - 5.415059412492468, - 5.4217759087046, - 5.4284924049167325, - 5.435208901128865, - 5.441925397340998, - 5.4486418935531304, - 5.455358389765263, - 5.462074885977396, - 5.468791382189528, - 5.475507878401661, - 5.482224374613794, - 5.488940870825926, - 5.495657367038059, - 5.502373863250192, - 5.509090359462324, - 5.515806855674457, - 5.52252335188659, - 5.529239848098722, - 5.535956344310855, - 5.542672840522988, - 5.54938933673512, - 5.556105832947253, - 5.562822329159386, - 5.569538825371518, - 5.576255321583651, - 5.582971817795784, - 5.589688314007916, - 5.596404810220049, - 5.603121306432182, - 5.609837802644314, - 5.616554298856447, - 5.62327079506858, - 5.629987291280711, - 5.636703787492844, - 5.643420283704977, - 5.650136779917109, - 5.656853276129242, - 5.663569772341375, - 5.670286268553507, - 5.67700276476564, - 5.683719260977773, - 5.690435757189905, - 5.697152253402038, - 5.703868749614171, - 5.710585245826303, - 5.717301742038436, - 5.724018238250569, - 5.730734734462701, - 5.737451230674834, - 5.744167726886967, - 5.750884223099099, - 5.757600719311232, - 5.764317215523365, - 5.771033711735497, - 5.77775020794763, - 5.784466704159763, - 5.791183200371895, - 5.797899696584028, - 5.804616192796161, - 5.811332689008293, - 5.818049185220426, - 5.824765681432559, - 5.831482177644691, - 5.838198673856824, - 5.8449151700689566, - 5.851631666281088, - 5.858348162493221, - 5.865064658705354, - 5.871781154917486, - 5.878497651129619, - 5.885214147341752, - 5.891930643553884, - 5.898647139766017, - 5.90536363597815, - 5.912080132190282, - 5.918796628402415, - 5.925513124614548, - 5.93222962082668, - 5.938946117038813, - 5.945662613250946, - 5.952379109463078, - 5.959095605675211, - 5.965812101887344, - 5.972528598099476, - 5.979245094311609, - 5.9859615905237415, - 5.992678086735874, - 5.999394582948007, - 6.0061110791601395, - 6.012827575372272, - 6.019544071584405, - 6.0262605677965375, - 6.03297706400867, - 6.039693560220803, - 6.0464100564329355, - 6.053126552645068, - 6.0598430488572, - 6.066559545069333, - 6.073276041281465, - 6.079992537493598, - 6.086709033705731, - 6.093425529917863, - 6.100142026129996, - 6.106858522342129, - 6.113575018554261, - 6.120291514766394, - 6.1270080109785265, - 6.133724507190659, - 6.140441003402792, - 6.1471574996149245, - 6.153873995827057, - 6.16059049203919, - 6.1673069882513225, - 6.174023484463455, - 6.180739980675588, - 6.1874564768877205, - 6.194172973099853, - 6.200889469311986, - 6.2076059655241185, - 6.214322461736251, - 6.221038957948384, - 6.2277554541605165, - 6.234471950372649, - 6.241188446584782, - 6.247904942796914, - 6.254621439009047, - 6.26133793522118, - 6.268054431433312, - 6.274770927645445, - 6.281487423857577, - 6.2882039200697095, - 6.294920416281842, - 6.301636912493975, - 6.3083534087061075, - 6.31506990491824, - 6.321786401130373, - 6.3285028973425055, - 6.335219393554638, - 6.341935889766771, - 6.3486523859789035, - 6.355368882191036, - 6.362085378403169, - 6.3688018746153015, - 6.375518370827434, - 6.382234867039567, - 6.388951363251699, - 6.395667859463832, - 6.402384355675965, - 6.409100851888097, - 6.41581734810023, - 6.422533844312363, - 6.429250340524495, - 6.435966836736628, - 6.442683332948761, - 6.449399829160893, - 6.456116325373026, - 6.462832821585159, - 6.469549317797291, - 6.476265814009424, - 6.482982310221557, - 6.4896988064336885, - 6.496415302645821, - 6.503131798857954, - 6.509848295070086, - 6.516564791282219, - 6.523281287494352, - 6.529997783706484, - 6.536714279918617, - 6.54343077613075, - 6.550147272342882, - 6.556863768555015, - 6.563580264767148, - 6.57029676097928, - 6.577013257191413, - 6.583729753403546, - 6.590446249615678, - 6.597162745827811, - 6.603879242039944, - 6.610595738252076, - 6.617312234464209, - 6.624028730676342, - 6.630745226888474, - 6.637461723100607, - 6.64417821931274, - 6.650894715524872, - 6.657611211737005, - 6.664327707949138, - 6.67104420416127, - 6.677760700373403, - 6.684477196585536, - 6.691193692797668, - 6.697910189009801, - 6.704626685221934, - 6.711343181434065, - 6.718059677646198, - 6.724776173858331, - 6.731492670070463, - 6.738209166282596, - 6.744925662494729, - 6.751642158706861, - 6.758358654918994, - 6.765075151131127, - 6.771791647343259, - 6.778508143555392, - 6.785224639767525, - 6.791941135979657, - 6.79865763219179, - 6.805374128403923, - 6.812090624616055, - 6.818807120828188, - 6.825523617040321, - 6.832240113252453, - 6.838956609464586, - 6.845673105676719, - 6.852389601888851, - 6.859106098100984, - 6.865822594313117, - 6.872539090525249, - 6.879255586737382, - 6.885972082949515, - 6.892688579161647, - 6.89940507537378, - 6.9061215715859126, - 6.912838067798045, - 6.919554564010177, - 6.92627106022231, - 6.932987556434442, - 6.939704052646575, - 6.946420548858708, - 6.95313704507084, - 6.959853541282973, - 6.966570037495106, - 6.973286533707238, - 6.980003029919371, - 6.986719526131504, - 6.993436022343636, - 7.000152518555769, - 7.006869014767902, - 7.013585510980034, - 7.020302007192167, - 7.0270185034043, - 7.033734999616432, - 7.040451495828565, - 7.0471679920406975, - 7.05388448825283, - 7.060600984464963, - 7.0673174806770955, - 7.074033976889228, - 7.080750473101361, - 7.0874669693134935, - 7.094183465525626, - 7.100899961737759, - 7.1076164579498915, - 7.114332954162024, - 7.121049450374157, - 7.1277659465862895, - 7.134482442798422, - 7.141198939010554, - 7.147915435222687, - 7.154631931434819, - 7.161348427646952, - 7.168064923859085, - 7.174781420071217, - 7.18149791628335, - 7.1882144124954825, - 7.194930908707615, - 7.201647404919748, - 7.2083639011318805, - 7.215080397344013, - 7.221796893556146, - 7.2285133897682785, - 7.235229885980411, - 7.241946382192544, - 7.2486628784046765, - 7.255379374616809, - 7.262095870828942, - 7.2688123670410745, - 7.275528863253207, - 7.28224535946534, - 7.2889618556774725, - 21.316246549479136 + 0.7937500000000206, + 0.7958767188792683, + 0.798003437758516, + 0.8001301566377637, + 0.8022568755170113, + 0.804383594396259, + 0.8065103132755067, + 0.8086370321547544, + 0.810763751034002, + 0.8128904699132496, + 0.8150171887924974, + 0.817143907671745, + 0.8192706265509927, + 0.8213973454302405, + 0.8235240643094881, + 0.8256507831887357, + 0.8277775020679834, + 0.8299042209472312, + 0.8320309398264788, + 0.8341576587057264, + 0.8362843775849742, + 0.8384110964642218, + 0.8405378153434695, + 0.8426645342227171, + 0.8447912531019649, + 0.8469179719812125, + 0.8490446908604602, + 0.8511714097397078, + 0.8532981286189556, + 0.8554248474982032, + 0.8575515663774509, + 0.8596782852566986, + 0.8618050041359463, + 0.8639317230151939, + 0.8660584418944416, + 0.8681851607736893, + 0.870311879652937, + 0.8724385985321846, + 0.8745653174114323, + 0.87669203629068, + 0.8788187551699277, + 0.8809454740491753, + 0.8830721929284231, + 0.8851989118076707, + 0.8873256306869184, + 0.889452349566166, + 0.8915790684454138, + 0.8937057873246614, + 0.8958325062039091, + 0.8979592250831567, + 0.9000859439624045, + 0.9022126628416521, + 0.9043393817208998, + 0.9064661006001475, + 0.9085928194793952, + 0.9107195383586428, + 0.9128462572378905, + 0.9149729761171382, + 0.9170996949963859, + 0.9192264138756335, + 0.9213531327548812, + 0.9234798516341289, + 0.9256065705133766, + 0.9277332893926242, + 0.929860008271872, + 0.9319867271511196, + 0.9341134460303673, + 0.9362401649096149, + 0.9383668837888626, + 0.9404936026681103, + 0.942620321547358, + 0.9447470404266056, + 0.9468737593058534, + 0.949000478185101, + 0.9511271970643487, + 0.9532539159435964, + 0.9553806348228441, + 0.9575073537020917, + 0.9596340725813394, + 0.961760791460587, + 0.9638875103398348, + 0.9660142292190824, + 0.9681409480983301, + 0.9702676669775778, + 0.9723943858568255, + 0.9745211047360731, + 0.9766478236153209, + 0.9787745424945685, + 0.9809012613738162, + 0.9830279802530638, + 0.9851546991323115, + 0.9872814180115592, + 0.9894081368908069, + 0.9915348557700545, + 0.9936615746493023, + 0.9957882935285499, + 0.9979150124077976, + 1.0000417312870453, + 1.0021684501662929, + 1.0042951690455406, + 1.0064218879247884, + 1.008548606804036, + 1.0106753256832837, + 1.0128020445625314, + 1.014928763441779, + 1.0170554823210267, + 1.0191822012002745, + 1.021308920079522, + 1.0234356389587698, + 1.0255623578380173, + 1.027689076717265, + 1.0298157955965128, + 1.0319425144757604, + 1.034069233355008, + 1.0361959522342559, + 1.0383226711135034, + 1.0404493899927512, + 1.042576108871999, + 1.0447028277512465, + 1.0468295466304942, + 1.0489562655097417, + 1.0510829843889895, + 1.0532097032682373, + 1.0553364221474848, + 1.0574631410267326, + 1.05958985990598, + 1.0617165787852278, + 1.0638432976644756, + 1.0659700165437234, + 1.068096735422971, + 1.0702234543022187, + 1.0723501731814662, + 1.074476892060714, + 1.0766036109399617, + 1.0787303298192092, + 1.080857048698457, + 1.0829837675777045, + 1.0851104864569523, + 1.0872372053362, + 1.0893639242154478, + 1.0914906430946953, + 1.093617361973943, + 1.0957440808531906, + 1.0978707997324384, + 1.0999975186116862, + 1.1021242374909337, + 1.1042509563701814, + 1.106377675249429, + 1.1085043941286767, + 1.1106311130079245, + 1.1127578318871723, + 1.1148845507664198, + 1.1170112696456675, + 1.119137988524915, + 1.1212647074041628, + 1.1233914262834106, + 1.1255181451626581, + 1.127644864041906, + 1.1297715829211534, + 1.1318983018004012, + 1.134025020679649, + 1.1361517395588967, + 1.1382784584381442, + 1.140405177317392, + 1.1425318961966395, + 1.1446586150758873, + 1.146785333955135, + 1.1489120528343826, + 1.1510387717136303, + 1.1531654905928779, + 1.1552922094721256, + 1.1574189283513734, + 1.1595456472306211, + 1.1616723661098687, + 1.1637990849891164, + 1.165925803868364, + 1.1680525227476117, + 1.1701792416268595, + 1.172305960506107, + 1.1744326793853548, + 1.1765593982646023, + 1.17868611714385, + 1.1808128360230978, + 1.1829395549023456, + 1.1850662737815931, + 1.1871929926608409, + 1.1893197115400884, + 1.1914464304193362, + 1.193573149298584, + 1.1956998681778315, + 1.1978265870570792, + 1.1999533059363268, + 1.2020800248155745, + 1.2042067436948223, + 1.20633346257407, + 1.2084601814533176, + 1.2105869003325653, + 1.2127136192118129, + 1.2148403380910606, + 1.2169670569703084, + 1.219093775849556, + 1.2212204947288037, + 1.2233472136080512, + 1.225473932487299, + 1.2276006513665467, + 1.2297273702457945, + 1.231854089125042, + 1.2339808080042898, + 1.2361075268835373, + 1.238234245762785, + 1.2403609646420328, + 1.2424876835212804, + 1.2446144024005281, + 1.2467411212797757, + 1.2488678401590234, + 1.2509945590382712, + 1.253121277917519, + 1.2552479967967665, + 1.2573747156760142, + 1.2595014345552618, + 1.2616281534345095, + 1.2637548723137573, + 1.2658815911930048, + 1.2680083100722526, + 1.2701350289515, + 1.2722617478307479, + 1.2743884667099956, + 1.2765151855892434, + 1.278641904468491, + 1.2807686233477387, + 1.2828953422269862, + 1.285022061106234, + 1.2871487799854817, + 1.2892754988647293, + 1.291402217743977, + 1.2935289366232248, + 1.2956556555024723, + 1.29778237438172, + 1.2999090932609678, + 1.3020358121402154, + 1.3041625310194631, + 1.3062892498987106, + 1.3084159687779584, + 1.3105426876572062, + 1.312669406536454, + 1.3147961254157015, + 1.316922844294949, + 1.3190495631741967, + 1.3211762820534445, + 1.3233030009326923, + 1.3254297198119398, + 1.3275564386911876, + 1.329683157570435, + 1.3318098764496829, + 1.3339365953289306, + 1.3360633142081784, + 1.338190033087426, + 1.3403167519666734, + 1.3424434708459212, + 1.344570189725169, + 1.3466969086044167, + 1.3488236274836642, + 1.350950346362912, + 1.3530770652421595, + 1.3552037841214073, + 1.357330503000655, + 1.3594572218799028, + 1.3615839407591503, + 1.3637106596383979, + 1.3658373785176456, + 1.3679640973968934, + 1.3700908162761412, + 1.3722175351553887, + 1.3743442540346364, + 1.376470972913884, + 1.3785976917931317, + 1.3807244106723795, + 1.3828511295516273, + 1.3849778484308748, + 1.3871045673101223, + 1.38923128618937, + 1.3913580050686178, + 1.3934847239478656, + 1.3956114428271131, + 1.397738161706361, + 1.3998648805856084, + 1.4019915994648562, + 1.404118318344104, + 1.4062450372233517, + 1.4083717561025992, + 1.4104984749818468, + 1.4126251938610945, + 1.4147519127403423, + 1.41687863161959, + 1.4190053504988376, + 1.4211320693780853, + 1.4232587882573329, + 1.4253855071365806, + 1.4275122260158284, + 1.4296389448950761, + 1.4317656637743237, + 1.4338923826535712, + 1.436019101532819, + 1.4381458204120667, + 1.4402725392913145, + 1.442399258170562, + 1.4445259770498098, + 1.4466526959290573, + 1.448779414808305, + 1.4509061336875528, + 1.4530328525668006, + 1.4551595714460481, + 1.4572862903252957, + 1.4594130092045434, + 1.4615397280837912, + 1.463666446963039, + 1.4657931658422865, + 1.4679198847215342, + 1.4700466036007818, + 1.4721733224800295, + 1.4743000413592773, + 1.476426760238525, + 1.4785534791177726, + 1.48068019799702, + 1.4828069168762679, + 1.4849336357555156, + 1.4870603546347634, + 1.489187073514011, + 1.4913137923932587, + 1.4934405112725062, + 1.495567230151754, + 1.4976939490310017, + 1.4998206679102495, + 1.501947386789497, + 1.5040741056687446, + 1.5062008245479923, + 1.50832754342724, + 1.5104542623064878, + 1.5125809811857354, + 1.5147077000649831, + 1.5168344189442307, + 1.5189611378234784, + 1.5210878567027262, + 1.523214575581974, + 1.5253412944612215, + 1.527468013340469, + 1.5295947322197168, + 1.5317214510989645, + 1.5338481699782123, + 1.5359748888574598, + 1.5381016077367076, + 1.540228326615955, + 1.5423550454952029, + 1.5444817643744506, + 1.5466084832536984, + 1.548735202132946, + 1.5508619210121934, + 1.5529886398914412, + 1.555115358770689, + 1.5572420776499367, + 1.5593687965291843, + 1.561495515408432, + 1.5636222342876795, + 1.5657489531669273, + 1.567875672046175, + 1.5700023909254228, + 1.5721291098046704, + 1.574255828683918, + 1.5763825475631656, + 1.5785092664424134, + 1.5806359853216612, + 1.5827627042009087, + 1.5848894230801565, + 1.587016141959404, + 1.5891428608386517, + 1.5912695797178995, + 1.5933962985971473, + 1.5955230174763948, + 1.5976497363556423, + 1.59977645523489, + 1.6019031741141379, + 1.6040298929933856, + 1.6061566118726331, + 1.608283330751881, + 1.6104100496311284, + 1.6125367685103762, + 1.614663487389624, + 1.6167902062688717, + 1.6189169251481192, + 1.6210436440273668, + 1.6231703629066145, + 1.6252970817858623, + 1.62742380066511, + 1.6295505195443576, + 1.6316772384236053, + 1.6338039573028529, + 1.6359306761821006, + 1.6380573950613484, + 1.6401841139405962, + 1.6423108328198437, + 1.6444375516990912, + 1.646564270578339, + 1.6486909894575867, + 1.6508177083368345, + 1.652944427216082, + 1.6550711460953298, + 1.6571978649745773, + 1.659324583853825, + 1.6614513027330728, + 1.6635780216123206, + 1.6657047404915681, + 1.6678314593708157, + 1.6699581782500634, + 1.6720848971293112, + 1.674211616008559, + 1.6763383348878065, + 1.6784650537670542, + 1.6805917726463018, + 1.6827184915255495, + 1.6848452104047973, + 1.686971929284045, + 1.6890986481632926, + 1.6912253670425401, + 1.6933520859217879, + 1.6954788048010356, + 1.6976055236802834, + 1.699732242559531, + 1.7018589614387787, + 1.7039856803180262, + 1.706112399197274, + 1.7082391180765217, + 1.7103658369557695, + 1.712492555835017, + 1.7146192747142646, + 1.7167459935935123, + 1.71887271247276, + 1.7209994313520078, + 1.7231261502312554, + 1.7252528691105031, + 1.7273795879897507, + 1.7295063068689984, + 1.7316330257482462, + 1.733759744627494, + 1.7358864635067415, + 1.738013182385989, + 1.7401399012652368, + 1.7422666201444845, + 1.7443933390237323, + 1.7465200579029798, + 1.7486467767822276, + 1.750773495661475, + 1.7529002145407229, + 1.7550269334199706, + 1.7571536522992184, + 1.759280371178466, + 1.7614070900577135, + 1.7635338089369612, + 1.765660527816209, + 1.7677872466954567, + 1.7699139655747045, + 1.772040684453952, + 1.7741674033331996, + 1.7762941222124473, + 1.778420841091695, + 1.7805475599709428, + 1.7826742788501904, + 1.784800997729438, + 1.7869277166086857, + 1.7890544354879334, + 1.7911811543671812, + 1.793307873246429, + 1.7954345921256765, + 1.7975613110049242, + 1.7996880298841718, + 1.8018147487634195, + 1.803941467642667, + 1.8060681865219148, + 1.8081949054011626, + 1.81032162428041, + 1.8124483431596579, + 1.8145750620389056, + 1.8167017809181532, + 1.818828499797401, + 1.8209552186766487, + 1.8230819375558962, + 1.825208656435144, + 1.8273353753143915, + 1.8294620941936393, + 1.831588813072887, + 1.8337155319521345, + 1.8358422508313823, + 1.83796896971063, + 1.8400956885898776, + 1.8422224074691254, + 1.8443491263483731, + 1.8464758452276206, + 1.8486025641068684, + 1.850729282986116, + 1.8528560018653637, + 1.8549827207446115, + 1.857109439623859, + 1.8592361585031068, + 1.8613628773823545, + 1.863489596261602, + 1.8656163151408498, + 1.8677430340200976, + 1.869869752899345, + 1.8719964717785929, + 1.8741231906578404, + 1.8762499095370881, + 1.878376628416336, + 1.8805033472955834, + 1.8826300661748312, + 1.884756785054079, + 1.8868835039333265, + 1.8890102228125742, + 1.891136941691822, + 1.8932636605710695, + 1.8953903794503173, + 1.8975170983295648, + 1.8996438172088126, + 1.9017705360880603, + 1.9038972549673079, + 1.9060239738465556, + 1.9081506927258034, + 1.910277411605051, + 1.9124041304842987, + 1.9145308493635464, + 1.916657568242794, + 1.9187842871220417, + 1.9209110060012893, + 1.923037724880537, + 1.9251644437597848, + 1.9272911626390323, + 1.92941788151828, + 1.9315446003975278, + 1.9336713192767754, + 1.9357980381560231, + 1.937924757035271, + 1.9400514759145184, + 1.9421781947937662, + 1.9443049136730137, + 1.9464316325522615, + 1.9485583514315092, + 1.9506850703107568, + 1.9528117891900045, + 1.9549385080692523, + 1.9570652269484998, + 1.9591919458277476, + 1.9613186647069953, + 1.9634453835862429, + 1.9655721024654906, + 1.9676988213447382, + 1.969825540223986, + 1.9719522591032337, + 1.9740789779824812, + 1.976205696861729, + 1.9783324157409767, + 1.9804591346202243, + 1.982585853499472, + 1.9847125723787198, + 1.9868392912579673, + 1.988966010137215, + 1.9910927290164626, + 1.9932194478957104, + 1.9953461667749581, + 1.9974728856542057, + 1.9995996045334534, + 2.001726323412701, + 2.003853042291949, + 2.0059797611711963, + 2.0081064800504445, + 2.0102331989296918, + 2.0123599178089395, + 2.0144866366881873, + 2.0166133555674346, + 2.018740074446683, + 2.02086679332593, + 2.022993512205178, + 2.0251202310844256, + 2.027246949963673, + 2.029373668842921, + 2.0315003877221685, + 2.033627106601416, + 2.035753825480664, + 2.0378805443599113, + 2.0400072632391595, + 2.042133982118407, + 2.0442607009976546, + 2.0463874198769023, + 2.04851413875615, + 2.050640857635398, + 2.052767576514645, + 2.0548942953938933, + 2.0570210142731407, + 2.0591477331523884, + 2.061274452031636, + 2.0634011709108835, + 2.0655278897901317, + 2.067654608669379, + 2.0697813275486268, + 2.0719080464278745, + 2.074034765307122, + 2.07616148418637, + 2.0782882030656173, + 2.080414921944865, + 2.082541640824113, + 2.08466835970336, + 2.0867950785826084, + 2.0889217974618557, + 2.0910485163411034, + 2.093175235220351, + 2.095301954099599, + 2.0974286729788467, + 2.099555391858094, + 2.1016821107373422, + 2.1038088296165895, + 2.1059355484958373, + 2.108062267375085, + 2.1101889862543324, + 2.1123157051335806, + 2.114442424012828, + 2.1165691428920757, + 2.1186958617713234, + 2.1208225806505707, + 2.122949299529819, + 2.1250760184090662, + 2.127202737288314, + 2.1293294561675618, + 2.131456175046809, + 2.1335828939260573, + 2.1357096128053046, + 2.1378363316845523, + 2.1399630505638, + 2.142089769443048, + 2.1442164883222956, + 2.146343207201543, + 2.148469926080791, + 2.1505966449600384, + 2.152723363839286, + 2.154850082718534, + 2.1569768015977813, + 2.1591035204770295, + 2.161230239356277, + 2.1633569582355245, + 2.1654836771147723, + 2.1676103959940196, + 2.169737114873268, + 2.171863833752515, + 2.173990552631763, + 2.1761172715110106, + 2.1782439903902584, + 2.180370709269506, + 2.1824974281487535, + 2.1846241470280012, + 2.186750865907249, + 2.1888775847864967, + 2.1910043036657445, + 2.193131022544992, + 2.19525774142424, + 2.1973844603034873, + 2.199511179182735, + 2.201637898061983, + 2.20376461694123, + 2.2058913358204784, + 2.2080180546997257, + 2.2101447735789734, + 2.212271492458221, + 2.2143982113374685, + 2.2165249302167167, + 2.218651649095964, + 2.2207783679752118, + 2.2229050868544595, + 2.2250318057337073, + 2.227158524612955, + 2.2292852434922024, + 2.23141196237145, + 2.233538681250698, + 2.2356654001299456, + 2.2377921190091934, + 2.2399188378884407, + 2.242045556767689, + 2.244172275646936, + 2.246298994526184, + 2.2484257134054317, + 2.250552432284679, + 2.2526791511639273, + 2.2548058700431746, + 2.2569325889224223, + 2.25905930780167, + 2.2611860266809174, + 2.2633127455601656, + 2.265439464439413, + 2.2675661833186607, + 2.2696929021979084, + 2.271819621077156, + 2.273946339956404, + 2.2760730588356513, + 2.278199777714899, + 2.2803264965941468, + 2.2824532154733945, + 2.2845799343526423, + 2.2867066532318896, + 2.288833372111138, + 2.290960090990385, + 2.293086809869633, + 2.2952135287488806, + 2.297340247628128, + 2.299466966507376, + 2.3015936853866235, + 2.303720404265871, + 2.305847123145119, + 2.3079738420243663, + 2.3101005609036145, + 2.312227279782862, + 2.3143539986621096, + 2.3164807175413573, + 2.318607436420605, + 2.320734155299853, + 2.3228608741791, + 2.324987593058348, + 2.3271143119375957, + 2.3292410308168434, + 2.331367749696091, + 2.3334944685753385, + 2.3356211874545867, + 2.337747906333834, + 2.3398746252130818, + 2.3420013440923295, + 2.344128062971577, + 2.346254781850825, + 2.3483815007300723, + 2.35050821960932, + 2.352634938488568, + 2.354761657367815, + 2.3568883762470634, + 2.3590150951263107, + 2.3611418140055584, + 2.363268532884806, + 2.365395251764054, + 2.3675219706433017, + 2.369648689522549, + 2.371775408401797, + 2.3739021272810445, + 2.3760288461602923, + 2.37815556503954, + 2.3802822839187874, + 2.3824090027980356, + 2.384535721677283, + 2.3866624405565307, + 2.3887891594357784, + 2.3909158783150257, + 2.393042597194274, + 2.3951693160735212, + 2.397296034952769, + 2.3994227538320168, + 2.401549472711264, + 2.4036761915905123, + 2.4058029104697596, + 2.4079296293490073, + 2.410056348228255, + 2.412183067107503, + 2.4143097859867506, + 2.416436504865998, + 2.4185632237452457, + 2.4206899426244934, + 2.422816661503741, + 2.424943380382989, + 2.4270700992622363, + 2.4291968181414845, + 2.431323537020732, + 2.4334502558999795, + 2.4355769747792273, + 2.4377036936584746, + 2.439830412537723, + 2.44195713141697, + 2.444083850296218, + 2.4462105691754656, + 2.448337288054713, + 2.450464006933961, + 2.4525907258132085, + 2.4547174446924562, + 2.456844163571704, + 2.4589708824509517, + 2.4610976013301995, + 2.463224320209447, + 2.4653510390886946, + 2.4674777579679423, + 2.46960447684719, + 2.471731195726438, + 2.473857914605685, + 2.4759846334849334, + 2.4781113523641807, + 2.4802380712434284, + 2.482364790122676, + 2.4844915090019235, + 2.4866182278811717, + 2.488744946760419, + 2.4908716656396668, + 2.4929983845189145, + 2.495125103398162, + 2.49725182227741, + 2.4993785411566574, + 2.501505260035905, + 2.503631978915153, + 2.5057586977944006, + 2.5078854166736484, + 2.5100121355528957, + 2.5121388544321435, + 2.514265573311391, + 2.516392292190639, + 2.5185190110698867, + 2.520645729949134, + 2.5227724488283823, + 2.5248991677076296, + 2.5270258865868773, + 2.529152605466125, + 2.5312793243453724, + 2.5334060432246206, + 2.535532762103868, + 2.5376594809831157, + 2.5397861998623634, + 2.5419129187416107, + 2.544039637620859, + 2.5461663565001063, + 2.548293075379354, + 2.5504197942586018, + 2.5525465131378495, + 2.5546732320170973, + 2.5567999508963446, + 2.5589266697755924, + 2.56105338865484, + 2.563180107534088, + 2.5653068264133356, + 2.567433545292583, + 2.569560264171831, + 2.5716869830510785, + 2.573813701930326, + 2.575940420809574, + 2.5780671396888213, + 2.5801938585680695, + 2.582320577447317, + 2.5844472963265646, + 2.5865740152058123, + 2.5887007340850596, + 2.590827452964308, + 2.592954171843555, + 2.595080890722803, + 2.5972076096020507, + 2.5993343284812984, + 2.601461047360546, + 2.6035877662397935, + 2.6057144851190412, + 2.607841203998289, + 2.6099679228775368, + 2.6120946417567845, + 2.614221360636032, + 2.61634807951528, + 2.6184747983945273, + 2.620601517273775, + 2.622728236153023, + 2.62485495503227, + 2.6269816739115184, + 2.6291083927907657, + 2.6312351116700134, + 2.633361830549261, + 2.6354885494285085, + 2.6376152683077567, + 2.639741987187004, + 2.641868706066252, + 2.6439954249454996, + 2.6461221438247473, + 2.648248862703995, + 2.6503755815832424, + 2.65250230046249, + 2.654629019341738, + 2.6567557382209857, + 2.6588824571002334, + 2.6610091759794807, + 2.663135894858729, + 2.6652626137379762, + 2.667389332617224, + 2.6695160514964718, + 2.671642770375719, + 2.6737694892549673, + 2.6758962081342146, + 2.6780229270134623, + 2.68014964589271, + 2.6822763647719574, + 2.6844030836512056, + 2.686529802530453, + 2.6886565214097007, + 2.6907832402889484, + 2.692909959168196, + 2.695036678047444, + 2.6971633969266913, + 2.699290115805939, + 2.701416834685187, + 2.7035435535644345, + 2.7056702724436823, + 2.7077969913229296, + 2.709923710202178, + 2.712050429081425, + 2.714177147960673, + 2.7163038668399206, + 2.718430585719168, + 2.720557304598416, + 2.7226840234776635, + 2.7248107423569112, + 2.726937461236159, + 2.7290641801154063, + 2.7311908989946545, + 2.733317617873902, + 2.7354443367531496, + 2.7375710556323973, + 2.739697774511645, + 2.741824493390893, + 2.74395121227014, + 2.7460779311493884, + 2.7482046500286357, + 2.7503313689078834, + 2.752458087787131, + 2.7545848066663785, + 2.7567115255456267, + 2.758838244424874, + 2.7609649633041218, + 2.7630916821833695, + 2.765218401062617, + 2.767345119941865, + 2.7694718388211124, + 2.77159855770036, + 2.773725276579608, + 2.775851995458855, + 2.7779787143381034, + 2.7801054332173507, + 2.7822321520965985, + 2.7843588709758462, + 2.786485589855094, + 2.7886123087343417, + 2.790739027613589, + 2.7928657464928373, + 2.7949924653720846, + 2.7971191842513323, + 2.79924590313058, + 2.801372622009828, + 2.803499340889075, + 2.805626059768323, + 2.8077527786475707, + 2.8098794975268184, + 2.812006216406066, + 2.8141329352853135, + 2.8162596541645613, + 2.818386373043809, + 2.8205130919230568, + 2.8226398108023045, + 2.8247665296815523, + 2.8268932485607996, + 2.8290199674400474, + 2.831146686319295, + 2.833273405198543, + 2.8354001240777906, + 2.837526842957038, + 2.8396535618362857, + 2.8417802807155335, + 2.843906999594781, + 2.846033718474029, + 2.8481604373532767, + 2.850287156232524, + 2.852413875111772, + 2.8545405939910196, + 2.8566673128702673, + 2.858794031749515, + 2.8609207506287624, + 2.86304746950801, + 2.865174188387258, + 2.8673009072665057, + 2.8694276261457534, + 2.871554345025001, + 2.8736810639042485, + 2.8758077827834962, + 2.877934501662744, + 2.8800612205419918, + 2.8821879394212395, + 2.884314658300487, + 2.8864413771797346, + 2.8885680960589823, + 2.89069481493823, + 2.892821533817478, + 2.8949482526967256, + 2.897074971575973, + 2.8992016904552207, + 2.9013284093344684, + 2.903455128213716, + 2.905581847092964, + 2.9077085659722113, + 2.909835284851459, + 2.911962003730707, + 2.9140887226099546, + 2.9162154414892023, + 2.91834216036845, + 4.620729166666656 ], "y": [ 0, 0, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 1.4705882352941175, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 2.941176470588235, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 4.411764705882353, - 5.88235294117647, - 5.88235294117647, - 5.88235294117647, - 5.88235294117647, - 5.88235294117647, - 5.88235294117647, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 7.352941176470589, - 8.823529411764707, - 8.823529411764707, - 8.823529411764707, - 8.823529411764707, - 8.823529411764707, - 8.823529411764707, - 8.823529411764707, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 10.294117647058822, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 13.23529411764706, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 14.705882352941178, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 16.176470588235293, - 17.647058823529413, - 17.647058823529413, - 17.647058823529413, - 17.647058823529413, - 17.647058823529413, - 17.647058823529413, - 17.647058823529413, - 19.11764705882353, - 19.11764705882353, - 19.11764705882353, - 19.11764705882353, - 19.11764705882353, - 19.11764705882353, - 19.11764705882353, - 20.588235294117645, - 20.588235294117645, - 20.588235294117645, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 22.058823529411764, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 23.52941176470588, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 25, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 26.47058823529412, - 27.941176470588236, - 27.941176470588236, - 27.941176470588236, - 27.941176470588236, - 27.941176470588236, - 27.941176470588236, - 27.941176470588236, - 29.411764705882355, - 29.411764705882355, - 29.411764705882355, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 30.88235294117647, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 32.35294117647059, - 33.82352941176471, - 33.82352941176471, - 35.294117647058826, - 35.294117647058826, - 35.294117647058826, - 36.76470588235294, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 38.23529411764706, - 39.705882352941174, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 41.17647058823529, - 42.64705882352941, - 44.11764705882353, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 45.588235294117645, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 47.05882352941176, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 48.529411764705884, - 50, - 50, - 50, - 50, - 50, - 50, - 50, - 50, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 51.470588235294116, - 52.94117647058824, - 52.94117647058824, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 54.41176470588235, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 55.88235294117647, - 57.35294117647059, - 57.35294117647059, - 57.35294117647059, - 57.35294117647059, - 57.35294117647059, - 57.35294117647059, - 57.35294117647059, - 58.82352941176471, - 58.82352941176471, - 58.82352941176471, - 58.82352941176471, - 58.82352941176471, - 58.82352941176471, - 58.82352941176471, - 60.29411764705882, - 60.29411764705882, - 60.29411764705882, - 60.29411764705882, - 60.29411764705882, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 61.76470588235294, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 63.23529411764706, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 64.70588235294117, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 66.17647058823529, - 67.64705882352942, - 67.64705882352942, - 67.64705882352942, - 67.64705882352942, - 67.64705882352942, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 69.11764705882352, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 70.58823529411765, - 72.05882352941177, - 72.05882352941177, - 72.05882352941177, - 72.05882352941177, - 72.05882352941177, - 72.05882352941177, - 72.05882352941177, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 73.52941176470588, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 75, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 76.47058823529412, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 77.94117647058823, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 79.41176470588235, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 80.88235294117648, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 82.35294117647058, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, - 83.82352941176471, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 1.4084507042253522, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 2.8169014084507045, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 4.225352112676056, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 5.633802816901409, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 7.042253521126761, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 8.450704225352112, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 9.859154929577464, + 11.267605633802818, + 11.267605633802818, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 12.676056338028168, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 14.084507042253522, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 15.492957746478872, + 16.901408450704224, + 16.901408450704224, + 16.901408450704224, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 18.30985915492958, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 19.718309859154928, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 21.12676056338028, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 22.535211267605636, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 23.943661971830984, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 25.352112676056336, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 26.76056338028169, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 28.169014084507044, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 29.577464788732392, + 30.985915492957744, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 32.3943661971831, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 35.2112676056338, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 38.028169014084504, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 39.436619718309856, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 40.845070422535215, + 42.25352112676056, + 42.25352112676056, + 42.25352112676056, + 43.66197183098591, + 43.66197183098591, + 43.66197183098591, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 45.07042253521127, + 46.478873239436616, + 46.478873239436616, + 46.478873239436616, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 47.88732394366197, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 49.29577464788733, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 50.70422535211267, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 52.112676056338024, + 53.52112676056338, + 53.52112676056338, + 53.52112676056338, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 54.929577464788736, + 56.33802816901409, + 56.33802816901409, + 56.33802816901409, + 57.74647887323944, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 59.154929577464785, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 60.56338028169014, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 61.97183098591549, + 63.38028169014085, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 64.7887323943662, + 66.19718309859155, + 66.19718309859155, + 66.19718309859155, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 67.6056338028169, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 69.01408450704226, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 70.4225352112676, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 71.83098591549296, + 73.23943661971832, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 74.64788732394366, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 76.05633802816901, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 77.46478873239437, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 80.28169014084507, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 81.69014084507043, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 83.09859154929578, + 84.50704225352112, + 84.50704225352112, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, + 85.91549295774648, 100 ] } @@ -2999,13 +11079,51 @@ "type": "dropdown", "x": 1, "y": 1.1 + }, + { + "buttons": [ + { + "args": [ + { + "visible": [ + false, + false, + false, + false, + true + ] + } + ], + "label": "Display MEAN", + "method": "restyle" + }, + { + "args": [ + { + "visible": [ + true, + true, + true, + true, + false + ] + } + ], + "label": "Display ALL", + "method": "restyle" + } + ], + "direction": "down", + "type": "dropdown", + "x": 0.85, + "y": 1.1 } ], "width": 1200, "xaxis": { "showspikes": true, "title": { - "text": "Mean squared error" + "text": "Mean Absolute error" } }, "yaxis": { @@ -3017,9 +11135,9 @@ } }, "text/html": [ - "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "x: %{x}
y: %{y}
color: [%{z[0]}, %{z[1]}, %{z[2]}]", + "name": "0", + "source": "data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAMZArcDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwDrP7S0/wAzyvtkPmAZKmQZIpf7Q01Mlr2LHb94K8VKfIRt47CkKnHBH5VpczsezjV9JVj/AKdACe3mj/GkbW9Ixj7fB/38H+NeOlSV96NhyaVwsevtrmjnrqUHH/TQf40v/CQ6Ki4/tGHHu4NeNOmctwKRQ4IPPHoaRVj2P/hJNFGQb+H35pG8T6Gmd1/GPxryAYcEAcHuKftCj5RzRzBY9ZPi7QgM/bY8fU/yqCfxpo6xsYLmN5QMorllVj6FgDXlLP8AOBj5j6f404ScZ460XXYLPuemWPjeydW+2tHEf4RGGOfqMVP/AMJvoK9J3/CBv8K8r35HAwpzxTxyAaLrsHK+56a3jnRV4EkhH/XFv8KRvHOiYId5Dkf88W5/SvNBg0MMg8DNHMg5fM9JTxtoUYAQy4PYQn/Cn/8ACdaMehn/AO/VeWRO5kZTGRj+LFWCcnPFF/IOU9L/AOE70jr+/wD+/X/16Q+PNIBHy3B/4BXmvHGDQT0AouFj0X/hPdIMmfJuGHrtAP8AOql18RrWNmEVpJtGMOU3Z9eARt/OuF7npkdsUueBzS5h2PQIPiHp8ttvNrcGQA5XAxn0608eP9NOM21znHT5f8a87wuOnFG0Yp8zFZHoh+IGnLn/AES5P5f40w/EGyzuFjMT67l4/WvPTgjp+dHOeP50czDlPQD8RLUAhbGX6CRab/wsK2wMadLgd94rghgA5yPTmkIHr+VDkw5Ud4PiIgZt2nuF/hAkGf8ACoG+Is4LMmlIV6AfaDlvx24H61xXBzTu+aXOPlOxh+JdzI/zaMkSr1JnLbv/AB0VHcfELUXYrb2MEK+pcu2PTpiuT4xwOPSjP3h2zxT5mHIdSPH+q7ebW3z3K7v6inw/EHVEch7W1kBGMFWGD65BrkcDpS5A6dMYxRzMOU7E/EW/JP8AxLrIemN/+NMb4g6kelnbDPThv8a5EnFJgenalzMXKjqj8QNUP/LG2H0U/wDxVQXHjXVp02ZjiIbJMSlT+dc9nHSk4GMADPajm0DlRtxeLdSt8lVty2PmYx/Mf1xS/wDCY6sWJDwgnn/V/wCJrC5H09BSZ4yRke9O4WNx/FmqNKJIzCjg7yQuc8Y7mmnxdrjc/aQM+kS/4VjDtjn8aQgAY6ilcLGwfFmuEH/TWyfRV/wph8Va0c/8TCT8h/hWV05FBwKOZisah8Ta0f8AmIS/hj/Co/8AhINYbk6hP/31WcCM5zQSBxmjmCxefXNVxn7fcEf75qomu6tJcMjXFwE5+bzTz+tRg8ccil+nrRzMdkWf7Rv263twe3Eh/wAaaby7PP2qfr/z0P8AjUAOM0uT0FHMw5USfaLjIPnS5/3zTTLM3/LR/wDvqm/jRn2o5mFkG9/U00g5JI5Pc0v+NJn0NA7AcnrzRjPpSZ/GkBx60XCw4n15pT35pu4UZwM0rhYXgcd+5pSc96aSRk/ypMjjtQFh2M9wKXA78VHmlJFFwsOowDTdxHAFGfai4x4IHeggEAkA49qaef6e9Jkc56etAdBxHHFLz17expucjikyABTFYfx6D8KceB1zUZI5NN3en50hkvfoM0DHc4qPdilD49KAHlhkdiewpuwmXeT06AVGuFLEk5PrTgwXpRcRIWVQPXuKdxxVVBtcvvyewNSeYM9adxkrEDvikxhT0qIuOaaCBkZyKVxWJht65z+FKDzmod4z700SZ78UXCxY3DBGaTf3x9ah8z3o8zpj8adwsT7iR7+1Jnk881AZBnrSeZzn1oCxZDcdKazcgfnVcTZOe3Y+tHmjHWncLFncDwKaWGMbsN9Kg85aTzx60XCxZXCgAtk+tFVzOoJoouFifJ7dqN2Dj8arB2Hvml3OB+AFK4WLORjrSbh1zzUBdscUhd+uOPSlcLFg4xnIpoYDOTioC7HgUwsTTHYuKwz8pp+7j3qkHYdBk+lO8x93TikFi0RlRhsEUwIo796g3sT04pAxJOT17UrlFjK5AGOPanbuM5/Cq4LZzml3NmncVixkevNG4Gq29uMjFBJI4NK4WLW4Z60mcZ5/Sq25+eBnsKNzg9Bj1oCxa3Z75pMqAeelV8t0PHNJl80XCxY4HU07cKrAyHHTPQD1p2G9cc0gJtwozj3qIKSOWpQh/v0wsS5AyaTcKjEZCE+Zz9OtKUJz83T/AGaBkmf89qbkZxUX2b593nNz0GOtTG1I6y8Z9PUf/rpBYAfTFJkH/wCtThaDa2ZCSFB4p/2NCV+d8ZG7IH+NAWGBsU3f6c1bj0+J32s8gzkDC9D/AFGOal+waeqMzSTFucAsqii47GfvHY/WjeMj/GrrwabGxG24YE8ESDv74pz2+m8hLW5JbiMmYcH/AL5+ancVjO8wU4PnGDVv7NbAbvIkZcNx5uOQOR932NJLYKrFwCsWe75wSM4zj6UrjsVtwHf9aXcMHB5pxhijbDpnHUb+pJ6fzppSERt8qlzxnceMEHP5ZFArCeYvXPHrRuGevIqOWOJHZR82OQeeaNq7FIHY8c1QiTeuANwo3r2aq/l/7J3dhSbCP7ox70CLG9f73Wjev4fWoGAyT8gzTS0YH+tjH40AWCQeM0m8Yxmq/mxZyZkzSedFn/XJQBaDrxijeo4DVVLxseJkoUqcgSp+dFhE5lB//VR5qjgdfSoNvpIuPXdR5T9sN9KAJjMp6UGUeuagKSjopIpDuB5DZoAsGTrikM2cnFVskY60p9utIZOXP0pu8ke9RHdxRznvTAmz70bvrUAyB1p2c9/1pDJQ+BknFG7v2qHPTp+dGR6/rQBL5hPSjdjHOfWo8HggH8RQOR70DJPM49vWkMhxx1qPDUpDDtQA/fjrSlznJqMBvr9Kdsc9v0pgBdscGje3Q0nlyf3W/Kl8mTGNjflQIQkk5pMkHrT/ACJcYET/AJU4Ws5PELn8KBaDd7etN8xjiphZ3Jz+4c+nFKLC7OMQP+VA9CDccdaC5796tLpV83S2k/Kn/wBiag3/AC7PSsxaFLcc8H86TcSetaK6BqRPNs3508eHNSI/49zmizHoZQOM80bsn71a3/CM6kf+WJp6+FtSY/6o/WnZhdGNuPJzyKTeema3h4S1E/wCnL4Ovz1AosxaHPc55PPpRk9jXSL4MvzjkfgKcPBV6e/6U7MV0cySWOSeKMnH0rqv+EIvDxu6+1PXwLcg/M5/CizC6ORzk9etJniuyXwJPyDIaePAcneQ/lRysLo4nd704D14/Gu3XwGw6yE08eBAerNTsw5kcKMdaK70eBE7lqKXKxcyOJIzx6UEHPfP0r1EeCtPAztpy+CdOH/LMUNDujyzB5wPzFGG9K9U/wCEM00f8slp3/CG6Zj/AFS5o5WPmR5V1BP9KaU2mvWP+EO00HmBaP8AhD9M/wCeC/lRysfMjyccdRTuOg616wPCGmD/AJYIfwp//CKaaBzAmPpRysXMjyPB7ZH4UYOTgH8q9cTwppnaCM/hS/8ACLaZ2t0/75FLkYcyPIcHoFanYJHT9K9dHhfTR/y7p/3yKUeGdN5H2dP++RT5WHMjyEZGMg89aXYeMA+/Fevf8I5YDpAn/fNPHh3T/wDn3T/vkUuRhzI8f2nAOD1oCscjBxXsP9gWA6QJ+Qpw0CwH/LBf++RT5GHOjx0I/QKxHrR5b8/Kfyr2T+wrH/ngv5Cnf2HZf88V/KjkY+dHju2QKcBgR22mkEUh/wCWb/8AfJr2UaRZjpCv5U4aVaDpEv5UcjFznjiwzEhRG+foackMuQTG+OvCmvYv7MtR/wAsl/Knf2bajH7petHIHOeO+TMX/wBU/POADwKRbWU8GGTOOBtr2QadbD/lkvPtS/YLfI/dD8qOQOc8gNvcEbfJdf8AgJPSni3uHIDRSEZGfl9K9eFjbj/lmKVLO3BzsGfpR7MOc8jW0ugHAgl5I4KdfX+lSi0u2UKbeTAOfuV6yLSDH+rX8qcLWEjiJeTnoKOQPaHlkVpeMoZoHVskghPcAfSlGnXhckxO2STzkDP/AOuvVls4vLMnlrsXq2OF+p7ViX/ijQbCPPnC5kB2+Xbjd/49939c+1LkHznEDTL9wwNvIEboAp4pzaVfMQ32EqUBGQcfQ1b1H4jcsLG0hiGMZl/eN+nA/HNcve+KdUvgVkuJihGNu7aB+Ao5A52adxbtbj968asy42lu4H5jnjOO9UpbhU8wK+Q23qvJxj/CsbzLmQ43BQeuOM0n2clvm5z+NKwczLcl7Dv3NIGPsKge+T+BGYe9OisJXPyxnB/CrSaTKQNxVfrTC7M43k54VFX0zzUZlunz+8xn+6K210hAMtJn2XipRpsAI4LDHrQI50xTsMtM3500WbEZLP8AiSa6cWsSjAiXp6U8IqjCqOncUAcuLDJ+4x/4DUn9msf+WbflXR9DxS7WChgSR3OelFhXObGlyHpC2P8Adpw0l8/6s10O0554pMY6DIosK5gf2W4H+qPt700aa4/5ZH3roSCefekIyM44707Ac+bB1/hakNrKueWH0zW+QeeKAvHIpgYASZM4dvxFL5lwvG/I963THnPFMMEfdQfoKAMf7TL/ABRo1Hnxty8TD6VqNZxn+DFMawQqQpI+tKwXKVvJaCTLFiPRq2bNtGd/3qkZ7ZrNfTWPTBqBrCRc4Xp/dphc7u10Pw7eY8m6iJPQF9p/I1or4M0w9FXGM5zn+vNeYlbiIYDv9DVm31e+tiMSNxwMN0pq3Yl3PRx4O0sNtATcB0z7elSr4L04f8shXGad4xe1m82SBXlA4ZyR7V19h43sLp1EqmFW/iJyBVKwrsnHg/Tgc+Sv5U8eEtPByIl/KtmC4gukEkE0cgPTacipDwen6U7IV2Yg8LaeP+WK/lTh4YsP+eK/lWzmgGjlQXfcx18N2A/5ZL/3yKeNAsl/5ZL/AN8itXB9KTB9KLILszRoVkP+WKn/AICKf/YlmP8Aliv5VoYoAxRZDu+5QGkWY/5ZD8qeul2n/PJfyq5tpMGnZCuyqNOtQf8AVA08WNsOka/lVnHtTcGjQLsgFpb/APPMflTxbRD/AJZr+VS4pdtGgrsi8iIf8sx+VL5cf9xfyqTBowaNAIzGn9wflSbE/uipNpo20WHdjNi5+6Pyo2rn7op+DRtNAhmB/do2j0p+DSYNAWGY9qMGn4NGDQAykp+00bTQAyin7DRtNAxlFO20UCJADmlp+3ijbUF2I+aKk20bKAsiPmgCpNlHlmgNSMjPWgjIqTZS7KA1IgMdBRjFS7KTZzQBFg9aT+IjFS7TS7KAI+aBUmwUbKYDMUYNSbaXZQBHigCpNtG2gLkeKUA+lP20uygLjAKNop+2l20gIyPajBzmpNlGwBTk8Drk9PrTsFhg9KdtHOe3PXFc/qvjTSdNUrFILqUZyIzhVx6sf6ZrgdW8d6pqBKQymGJuVSD5QR656n8CKLhc9P1HXNL0kEXV0nmZ/wBWh3P/AN8jkfjge9cdqXxJYF0062jTHAkkO9h/wEcD8Sa8+Z55h8znHXA4FSw2bOVCqWPsKm4y7qXiHUtVkLXVxJLxwHPyj6KOB+ArOMcsvLsSprYg0l2GXxGM9O9acGmwpjKFiPWlco5mKwkf7kbN6HHFX4tEkIG/CD0PWuiW32jC4A9BUgg5yaVwsY8ejQJjcWf61aW0jjGFjUcdcVoCBRS+WMdKRRniPGcqTS+VheBV/wAkDnmkENICj5eWo8o8jGT6Yq95PGMcUGE+lMRQMfoM00xng4GDWj5DdlNH2Y44U/lRYLmYYgDjFIYyBgYINaJtJCPuGj7JJx8n6UyTO8rnpSeT3A/CtT7HLj7h/KlFjLn7h/KiwjJ8nk96UxYye/0rW/s+Y9ENL/Zs2c7P0p2AxjF7UeUccitoaVMT904pw0idh9ynZhcw/K546UeT6VvDRpwMbacNEnJ+6fypWYXRz/k54p3l4HTINdB/Yc2PumnDQZSfu0WYXRzxiz2qNoeoZa6b+wZR1U+9RvozKPmX9KLMLnMNbqev8qgezjI+79TXUNpijqDUD6aMHH8qA3OVfT152nFVJLGWM5Xg+oNda2mMmWA5qtJYkdVH5UaC1OettQvrKQNHI6svocH9K6nTfH93AFW7Cyp6t1/Os57MMOUqnLpqtuIHPpTuOx6Zp3irS9QAXzDDIf4X6fnW0gWRQyEMvYg5B/GvDWtZrc5Qt9BWlpnibUdKxskbZn7p6flTUyeU9j2HFJtrk9J8e210Al7H5ZHV06fiO1dXbzw3USyQSq6kdRz+narTuIdijbTsYNLSAYFNG32p+aWgBm3NGynZOaWi47Ee2l2080c0XCwzaaXbTuaKLhYZto20/mii4hm2jbTqKLgNwPSk2+1PpKLgNwKMClopgJijFOopXAZRinYopgR4NFPooFYmxRiloqLmlhMUUtJQIMUUvNFADR70tBooACPSkOTn5adRz2oApx3qyahLaKuWiUM7dgT2/KreKz7PTprfU727eSNknKlcKQygL0J6GtHAFACYNFOwKMCgBMUdqKOKACkpeB1pKACigkBSeOO5OKgW8tmcqs0ZYDJXdkgUxFj8aGZI0LO6qo6seAPxrnNY8ZWOmF4osXFwvUIflX6mvOdZ8W32ruQ0h2Z4RThB+Hf8aQz0HWPHWn6erLa4uZAeW3YQfj3rzzWfFupay2ySY+UTwi8Jj/d/xrF2yzuGkLMfrWhaaa8q5Pyqe570XAzyskrAuxYnsau2+nSSkbF4J5J6Gtm30yKM/Mu4+taEcIGMcD0FTcdjLt9HQcyHdntWnHarGMKoX8KtRwnsDV2HTppm4U4PtQUrGeIvTrUqxk9vzroLXw7I/L8Vs22gW8eNy5PvT5WTzI46O3kfG1CT6Yq1FpF3L0ibHqeK7qHT4o/uxqPwq0sCjqM0+VC5zh4vDdy/3sCrcfhdzjJrsQijoopxXjpRyoXMzlE8LqCCzZ+lWF8NwL0UfjXRbcDpQFA7UcqFzswf+EfiH8A/KlGgQj+EVu4prDinYOZmMNCgH8Ipf7EgH8IrXx7Uc+lOwrsyf7FhA+7S/wBkQj+EVq4pKOULsyxpMIP3RTv7Lg/uitIik207CuzP/s2Edv0o/s6HBG0VfptOyC5UWxiA+6PypRZxDqtWjRQBW+yRn+EflSm2j9BVjBNJigCD7On90Uht09Ks4pMUAVjbx/3f0qN7SNh0q3ijbxQK5myaajZ+UflVKXRkYcDFb2OtNKD0pWQXZykukEdKoTWDp1TP0Fdu0QI6VXktEbtScUVzHByWCnOUxVWTT8dBXcy6arA8D8qz59J4O2pcWUpI4qSxIByKz59PDZJXn1rtJrCRM5Ws+W0GeRUF6HFzWDoQ0fGOmKkstYv9MlDRyupHv/nNdJLY8Zxx6Vm3NgDnIoQM6fR/HsUyiK/Tnu6LyPqv+FddBcwXUQlt5FkQ+nJ/+tXilxpzIcp94dql0/Wr7SpcxyMvqAetUpE2Pavb9aXNcno3ja1vVWO7xHIcYcfdP+FdUhWRQ8bBlPQg8VdyR3FLTadQMKKTPNLRYYUUUlIB1JRSUCCg0d6TNABRRRQAlFLRTAKKTNFFgCiikoAKKKKYrk/NFBNFZ2NAoo7UlO4rC0UlBztOOuOB60CFopF3YGeuOgpRQAUUUlAC9vf1NANJS0ALRSZNGTQFxCaM0Gk+goAU9agurkWse88k8Be5p8siwQtLIcKoySa861vxlJFfN5CxtsBBJ5AJ6D3NUDNm81Zp5mNxKqRqu8AsRuAOMD3+tcVqfiOeYyRKI1gY5XHLtnpn0rL1DVL3VpS8szYJ5AP+fWmW9m0nCgkmkJRKx8ycqGbAHRR2q9a6bLNtbGFHUmtS10sIQ8nLdh6Vpxw52hR07VNyrFC302KLqNx9TWhHCTxt/Kr0GnPJgBf0rdstCYgFhTswbSMKGydzgLWtaaJJL8zDH4V0ttpccQGQCRWjHABjC4pqKJczFtdDjjGXH1rWhtI0A2rVxIeuRU6xgdqehO5XWGpliA5AqYKKeEouOxAF608LTwvtTttILEe2jbipdtG2i4WIcUhFTbKaVoFYj203aKlxRigViErSEVMVpCop3AhIxSYqTFGKdwI8UYpwZA4jaRd56LkZP4U4pTAhxSbal20baBEOKMVJto20AR4oxUm2jbQAzB7CjFP20YoHci20YNSYNGDQIhxSYqYp7Umz2oAiK5ppUmp9tJtoAr+V601oFYc5q2RTdtFwMyWzU9hzWfc6WrZwK6Ixg5qGfy4YJJpThI1Z3P8AsgZP6ZpWQ02cZcaY6cjp6VnzWuMhkrrNKvYdZ0+W7ELwLG5RllxkYAPY46GuYutZk1FpE0bTZroJndIVwvX/AA5+lZyiaJsyZrIMGx1rOuNN3D7vNaUWpSLeLa6naGzlfO0twpq9LbspO4c5xUFHETadLAxePP4GtXRvFF3pUiozlo/Ruh/rWtLZhgcD8xWTd6WJMnAB9cU0xWPRdI1+z1aNdjBZT1Qn+tap4NeJBbrTpQ0bNtHoa7bQfGqyBIL7t/F3H19auMhNHbUUyKVJo1eNwyMOGBp/eqAXNHFNpc0WAdmkpM0UWEFFLSUgCil4pKADvRRRQAlFLRTASkpaSgVxaKSigRPxRSUVJqKaSiilYLhRRR3pkhRmge9FA7BRRRmgQdqXim5ozQFxaTNBpoJLbdvQcH1oEOqvqGpWulWxnupAi9h3Y+gHf61l674ltdFjKAiW5IyEzwvu3t+teU6xr11qt20jylnI4bsvsvpQFzZ8S+MbjUpTDH8kK5xGDz9Se9cwI3ncFicnsKktrR5m2qu71J7V0NjpyxKBjc5746UXBFC10lsBpBj2BrXgttoARcY9BWpa6Y8pxiugstEVQC5/SmlcG0jm47LbGZZGCxr1Zu1OtdQhSbd9ineAdZgv9K3fEemQDS4VdjHEbhA5xwR74/CuotbCCOzSFEQQBPu8Yx/L8aGrDTuUNMjtLi1juYTujcZBwR07citaOHjAHFYXg22WBdQEP/HuLhxEV4GNx/piurVCaaZLRCkQWp1SpFj9akVfagmzGBDUoTFOApaVyrDdlKFpwzmpAvtUlIZtFBUVYWBm6Cn+QfSi47FXbxSFasNEVHIqI+1O4WIsUwio729isTB5wfE0oiUhejH1qVsigkbtoxS5PrSU7CGFo1dVZ1DOflBP3uOwpTWJrhEWr6HOeMXBiz/vD/8AXW2frQIbTacTjt+lJn2piOO1BR/wsew4wTEn/s4rsCOetcbqrqPiRpp3HcYo+P8Agb12JIzx/OhDeyA8UlJu/D60BqoRUfUrdNVj007vtEkZlHy8YBI/pVv06VzkaCT4iTMQMRacB+b/AP166LFADscUYHakzjvQGoEGDj6e36fWkZTnrjB5461iWt3NceNL+ETN9ntrWMGL+He3OfrjitzPFAABRQDRmlqAYppFKcY/wP4mjNMBtBpMUdKAEowaWigBCMms7W9Mk1fS3soro2/mMpd1HO0Nkj8a0u2KUcHHT6UDOM8M6eLrw7qenNMVDXMkbOPvY4Un64FdDpelQaVp0dnb8qvzEkDLH1rH8EQSQ2+oecCGe6L89utauta3baLZ+bMVaV+Ios4Lnt/9c/1qSzl/iLbwf2baDAFy1xiLHBxgk/8Asoz61qNphNpFvX59i7h6HHNV9K0KXVtQXXdYVtxUeRA/AA7HHYeg7966iRFbr9aVhXOKudOZMkCs2WDbkMtd5LaBgeKyrvTA+cCpcBqRxFxZKwxisS70p0JaI4PpXb3Fi0Zx71Qlt1OQRUlrUw9G8R3ekThJCSmcFT0NekabqtrqkIkhf5h1TuP8a89vtNWRTkc1mW9xd6NdJJEzYTp7U0yWj19pAJFTn5s9vSnVg6D4mt9UjVJWCzcd+G/wrePB4zWl7iClzSUUBcWiiikAUUlGadgFooopAFFFJQAUnaiinYQUUUUCJqKKKk1uFGaKMCgkKKSloAKPpRRQVcKTilzTaCQzRTe4x+NOyOT6DmgQZz0IrkvE/jCPTIpILRl80cPJnhPp61U8VeLxEr2ljIAv3ZJR1Psv+NecTPJdyZcZGeAeadgGz3Vxqc5kkZvLY7+Ty59T7VesdNaYgtwvcmren6WZMGRT6gHvXUWOm5AwMAdqAK1hpQ2qAAB9K6Ox0lONw/SrdjpxUDNbMUAQe9UkQ5ENvZJCnC5q7FEdgyCOO9KIiyEHmrNuitEpBBBHBAqhGXrf2aPSZYZwCZl2KCcZbt/SueTw/wCKBpohF4zQYyYPNw2PT1x7Zra8STCz1HSLmbP2dZvmweM5H9AfyrqFlRowwYFSMj3BrORrF2RieFry0uNN+zRQ/Z5rc4lhLcg92/HFdAF9q57TEE/i/ULu32+SsaxuwPDPXSDBpJifcMU5RQOacOKAFAoxS0vNFxgOKs26gsc9cVWBAFWLZv3wHqKTBF1QBS4oApce9Rcuw0jNVriIbNw4INW65zxT4ig0CK382KSV5t21U9sf4inewWK3iK3M+h3IVfnjHmrjsV5/lkVat7lbmyhuARiSNX/8dyefrXm+q/ETUJvMjt7aGCIgj5vmbB/SuSk16/NskC31x5KAqqLIQAM5o9og9m2e33WpWNn/AMfN5BF/vyAfzrFufHWg27FBd+aw6+WjMPzxj9a8Wa4YlgA3Xrmo2aZzwOMelL2g1SPRvEHjuzv4Yo7W3m3RTLKsjAYyOo60yb4oXBz5enxj6uT/ACFedGObjecHtlsUw2pkH3wT36tS52V7NHazfE7WHOEjskB6HDN/7NVOX4ha0/8Ay9xr7Ki/1rlzZjJZi7fRf8aPsqbhjeT3JI/xo52HIjRl8S6hcakt/JdKbmMAI+3kYJI46dzVxPG2uk/vNTbOMj5V/wAKxBbL2DH8aBAnykDOenzUuZj5V2N4eOdZjxjUmP1Uf4VKnj3WRx9sU/VF/wAK5s20fOdwx/tCm+RGcHJxnruH8qOZi5Y9jprfxxfQapJqGIZJpYxExYHG0YxwPoK24vibc8CWyhJ7gOV/mK87a3Gc7iPbGKVbY8fvdufUYp87FyRPUrf4lWrHFxZyJ67XDfzxWpB490OVgDO8Z/24z/hXjAilX7r5+jYpu6dD04HcjNV7Rk+zR7H4Tvbae71i+eeMSXV2dikjJjX7px17jtXVB1YZBGM+tfOa3brncv44/wAa0LTxDf2bkwX9xGvoZDiqVUl0z3/PuAcUoGfp+vFeP2HxC1eDYJzDcKCeCuOP94Vty/EiG60u5iEEkN08TJGykMA5GBznPXnpVqaZDhJHTeGrifUZdT1F5neCW42QR7vlVE4BH1rdya57wrd6emg2lnaXMMjRRjzAjDIY/M3Hb9a3twPcc+9Vcl6C0tM3Uy5uY7S1muZm2xxIzt7ADJ/QfrQTcmoNZ+i6hLqmkW17Nb+Q86BxGG3YBPHPuOa0M0DClHNJSjOe1AzndBv7eSbWGjfKRTEuSMAHnPXtgVl6XHZa3qb65qMsZMZMcETMNoA6nB64/WqM3jDTLXxBfaatj5llMfKkeM5dm5DHHcZOBjr+VdWnhjSEjVVslAxz1yf96kVexeW+tDwt1EWOTgOP8/nUkUkc0SyxOrxsMhlOQfxqinh7SowwWzjBbrjPNXYIIrW3SCBAkSDCoOgFFiRxA9Kjki3CpsUmOKYjJuLEOegrGvNNIJKiusdM1VlgBBqeUpSscLPbMhwRWdc2KyKeBj0rtruwDKcCsO6smjzxWck0WpJnET2k1jN5kJI9RXX+HPFaTgW16/zA4Dn19PpVSe3DAgjrWDd6c8Unmwkgj0NJOw3qes/eAIIKnoR3orhfDviYwOLa8J2epPIrt0cSoHRgynoRWidyR+aWkpc0AJRSUUwHUdqTJpM0WAdSUZNJRYBKXNFGBQAUUZooETZoooJqSgpKWk9/x5oAKKSgk0BcXNFNpcmgLi0maQk0mO59zQAo4BYkBe/tXA+LfFwKPZ2chWIHDyDq59F9qd4v8Vrtexs2/dg4kkU/ePoK8/2yXMu5yTzwB2p2JuNJkuZQzE+gHpW7pulFyGcc1NpekHIdl+Y9q6+w07GDtppXC9ivY6YBg7f0rorSwCgEjFWLa0WNBkVfSMkYxV2sQ3cbHGAOKtRx+tLHFjtVhVwOtJghqxAVJDHsXbljg4y2P6U7bTwKQyK5s7a8tzBcwrKh7MKx28IWkhYLeXaQsc+UkmF/Kt/FPThcE5qWUnoYVxcad4RsEjihcs5bap/jIHJLflWlo+qRavp63CYVwdsibuFYf4jkf/rpus6VHrGmvbtgSj5onPZh0/A9K4rw7qr6LqxiuNyxMdkyH+E5xn8D/X1qHoy4pNHo+M07HvSZz06HGCKSqJJAazbO/n/ti6sLsYYfvICF2gpj/P61oAnPSsHxOyWMUGrKwWa0bO0EfOhOGUev/wCuh6DSN8nPA7U4zLAN8kioo7k1wl348a5Hl6PZO7MB+9l6D/gPU1ymu3Wp72Or3Lbzz5TnH/jtQ5FRjdnsNt4q0u4uzbJcZcHG4DKZ/wB7pWyJEYZDqfoa+drDWJ7eUNFx2Bq3c6pJdkeaVOOwGay52bezPbdR8Q6VpMRe6vIgw/5Zq25yf90c15F4u8RS6/fmRVMcKLtiU9Qvr9TWO8+0BV4UdMdKhkbkZOSPWpbbKjFIoNGHkJds+x5FMNsi/dG4f7VWXUlwo46YpuAccHnsaCiBY9o6AD2FDR9yfxzUxAxz0pmOeeTVEkJUegyPSjAIz69jUhXIH1pnRyM9aBDdue354pgBOc54PPvUvB64/KmEAHk0XARehHH6f40DhmRfw5pwPPX9f/r1G2A6kEcHH+HegQrDaTz+o/xpF++csefenEkjOev+fWjaeDgAeuKBWGsDzjP59KYmASM4yO1SlceuR7f/AFqYcAg9s4zQA0qO4HA9KYRtYY9KmxnGDmmH7y5GKAGFNxyeR6GoXhQyY2YBHY1YI5pGADLgAnn+VAFE2w3EI/zehH9aQi4j6E/jyKvMuQOuD2prIAcDO056HrTEV4r14irfMrD+JeDXS6Z431SwAUXPnRj+GUZ/XrWA8YYHIBHp3qs9opwykx/Xp+dUm0Dimes6d8QbO6ULdr9mkI6nlan1y/TWmsdFtZNy3km+Z0fA8pPmb6dvy968c3z25y3Iq9p2tT2NwslvM0Eo754q1UfUydLsfQaKscSogCoowF7AYx/Sm+YC2BmvOtH+IjALHqEIf/ppH3/4DXb2Gq2OpxB7S4RxjoOo/Ct4yTMnFo0Qea5rxx4gXRNDZIZAt3dAxxYP3QRlm/AfqRXQs6xq0jsAiKWYnjAAyT+Wfyrx/WdQl8W+JQsO8pIyw26/7OeD/wCzH2x6UpOw4o0Ph1oH27Uf7UnTNtakCMHo0g5H/fPX8q9Wzyfes/StNh0fS7exgA2RLye7Njk/jV7jihIlu7FpKM0dqAEoNKRRigBuKYy1Kaa1AFaSLIPFZ91ahwcitcjP0qJ4t1Jq407HG3lgUOR0rMkhyCCMV289sGBBFYd7p5GSgrNxLUjiL7TckyR53e1aXh7xDJYSi1uTmI8c9RVuaHaTkfpWTf2O8F0GD14qL2K0PSYpUmiEsbZRuhFLmuB8Pa69jMLe4JMZ4+ld0jrNGskTbkIzkVqncl6EmaSkzRTFcWijNFAwooooAWikoosAUUUUCJs0UUVJVwqjbvOL+4ikYMh+dOfzq7TSilwxALAdaAuOzSGiigApKXij2HNAApJ6nqTg47Vxni/xQtrG9jayc9JHX/0Ef1q74r8SJpVu9rA4+0MPnb+4O34mvK3eS8uN7ZOTwKpIlsT95cyhj1J4HpXSaTpGMM6/NRpGk4Adx8x6D0rsdO08cHA4qkiW7Bp+nj0roIIFQDikggWMD1q5HHnHFVYgWOLmrUceO1LHHjtU6ipuUgVcCn4pKcKkA7U8U2gGgB+aUetNpw96Q0PzXH+MdJIcapAuF4WcY6HorfTsfwNddu9qbMiSwPFKFaN1KsCeoPWk1cqMrMwPCOsi6tPsEzHzoR8hJ+8n+I/l+NdFPcQWkDT3EqRxgZLOcAV5DqeoDw3rrx286vNA+5GDBsg84YA9ccHOKwNb8S6hrU7vqE4aPqsC/Ko/DPr61Clbc15LvQ9C1n4kxLug0WETMcjzn+6PoO/44/GuGa/vNXu2uLy6MrJ8w81vkGO3oBWCDJONqg7e654qR2FvFtLbu5A6VDlc0UEkbUHiGbToJo9PEYMgxucBth+ucZ6eorFuNQkuZjNNI08zcly+TVRvOuXyOFJz14qykeSAxLHpuY5x9KVxpEkDTbg7MQvXJPNakNwGXjp396zwhGzcxzng+tPjBifcD36CpZdzSJzxTPMzuX+KmpICpzimE7u/TtSHckD5Oe46UlywMwZMbSBkjoOOaiO4rnFHl7iOc57ZoEG8IwJOMdM//XxTTIOCqk7cVILd0ZkKcgnnsaf9nbHJAFUIrksQCu3Hsf8ADNNYFupAOOKtiAZwzk/j/jUghQHhRigRn7GwDuPPOMCjyySQMn68VoKqqdpUAZz0pduBwP0/+tQBnCJnVTtfnryaGtXIOM5/3v8A69aAXDEdiKcR9fzouIz0t2KBvXqN3T170NA+04yOOOatoCu5cnIJP50/YcA4P+fwoAzWt5CAwGMY6gUySKULnI4Gf881op0I6cmlIyCDxn3oFYzSsvTZTX+UA4PB7c/yzWmB8gyKa65Qlhng4460BYzQQDgHn3pGXBUn19PatE28bnlVHHWoZbZQEKFhhh0PvigLFVuBwTnFR7fmHGP51ba1cDKkfj1qFo2TDEYA7/54/WgLEePzxyaQrlwdozzz3p5HOR0/SmlSZF54weaAGeUPp35qtLbpnlSDjgr0NXSM5qIjEg9AOmKdw0KRElv8y5KHGDnP6VPa6pcWlwJYJ2hkX+6eDUpjB5AwexqvLArOeABjkrTTsJq509z411DUdHk0ucojyEAygfeUHJX6mul+HmkLGJdTuAvm5KQrnOB/E349B+NeW5ltySGLqe4rV0rXbiwmWS2mMT/3c8GrjPXUhw7HvuTx70VxmheOLa+CQXoFvP0yT8rf4V16vu5DZBroTTMHFolFLz+HasnXtXGj2G9F8y6lOy3hHVnP+Hf/ABq5pyXS6dAt86tchMyFBxk84oJLeeaKb0pc0WHcOKQ0UUgExxSEZp3rSUARumRVKeAEdBWjUTruFKwHLX1hnJUZFYk0BQkEV3E0IINYt9Y7gSBzUSiXFnF31kHUumQw9BV7w5rhtZfs1wf3ZP5VYnhKMQwrIvbL5vNjOCPSs7tGm56KCHUMpypHBHenVyXh3W9pW1uGAB4BPautPt0rVamb0ClFNpQaYXFpKKKBhS0lFArjiaKbRQK5PmkFJSipKuFFFGaAuFJRSUBcOtZHiHW00exJVgbhgdint7n2FXNRv4dMsnuZjjaPlX+8e35149rWq3GrX0ju2ckZx29FFVYTZWurmbUbtpHZmBOck/eNbuk6TuZZHFQaNppch2HH0rttPseny8U0iG7Emn2HA44rfhgEa8AU22g8tACKuxpmr2J3COPParkcWKI4uOanC4qbjSFpy0lL0qSkKKUUgpaBC59aQYpCaBg4/rQBnahrH9m39rHcwgWk/wAv2jf9188Ar/n9OdbOfoaqXtnDqFnLaTqWikGDjtjuK5CXxNN4Xgm06+BuZIh/o8isPnQ+vOQfwoeg0rnZX+o2um2rXF1Ksca85J6+3ua8v8TeP7rURJbWDNbWvQtn52H/ALL/ADrm9b1661a5Mt3LkAkpGD8q/QVkqrzOG6IDkegNZSmbwppbiSXDyHZGDnPJ706KJ1T5y3JztDcH61IsXlj5RxnknqanXBwMYxWRtawkceBxjaRyo6CmvCHQZOR+pqcEdhilIz8wGPUetAysg2NyowOgHSplx1xQxBHufakUkEnt7UASDGMYyPSkxt4PT+VPUgAE9+woJL/T0pALGRnB69quLEWBIXj1qiigEEAkZ49q14jlM4O4DpmkO5AIAuMngdcd6lVFGMACpGAHGR7YFMBCNgnnsKYrjZM5B59cUfeAwcj27/lmnHowCn6k0wL1VuQ3IwM4oEKwB56ketGQR0/n/hS4Pfn6/wD1qRY1yVAHqMCmAxyo5yML9D/WjKjoOD/sn/CpSNox39qjQ4BGOV6cUAN34Ktg9cdD/hSlx/db8qeUJB46+3/1qQAnHHX2/wDrUCImYJJnD5YAfcNKGGcnj6rj+YFOkTADYzg56f8A1qXCgfdH5UARb03Nkr69R/jS5BPHP+fpSsfnHJwQf4v/AK9HlL1KD8R/9agBqgbScj5SehH+NI2dhOMfX/IoEeWbBI59aCrZ2o34Af4YP6UAIpyowO3rTJTjGB/EuR+NOXcqJ8u7IHTn/CmykY+9/GOCPegLju5Hr70043Lnkc80/aM+v+fz/Sm4AkA6nB+vagBrRKR6NUDW+JTgHgc4P9Pzq21RgYYqOgHTtQKxUMR2nac7fTqPr6fjUJUh2BGDgda0io+XI+709vpUXl/eJG4E8ep/x/Si4WKQG5gueSeSenNV2RmMgAGRwa0GgDbthGT2xVVY2Ccjkk89uaAKaE+YFIx04x/SmyW4ZyygKw7dAf8ACrrIAcjr/e70xQCCSM56+9MCrHcNESsgPHXPWuu8P+MrrSykcrG4tc4Kk5YfjXLyx+YpDDIPQd6qMktswdCSh7A01KwpJM9i8OP/AG/q82u3joRGfLtLcHJiT+8R6nj9a64NmvBtH1iewuFntZPLcHJX+99a9U8P+KrbWFEUmIbrjKE8N9K6ITTOecGtUdPml+tRhuOTTlbPfP8A9atDO46lqtZ31tfxNJayrIquYyRyMg81YzSsO4tFJS0rBcQimnJp2aKAInUEZxVOaDcDV/FRyR5FKwzmb6y3AkdawZodjYIrtpoc5449Kw7+zBBIFRJFxkcddWzRyCWLqPSuo8Oayt1CLaZsSLwM+vpWXNGVyprJcSWVyJ484B7VCbRTPST19qKz9J1JNRtAcjzVGWA9PWr/ANa1IsOopKKAuLRRRQAdqKKKBEtFJRUlDs0hFJRmgApsjrHG0jsFVRkk9h6045xx2riPGfiIQo1jCwwAPNYdiei/400hPQwfFfiJ9TuvKiyIlJCD29azNM08zSKdvFVLOE3c+9+dxrt9LshGFGKtE3Lmm2IRAFXiult7cRqKgs7bYoyK00TgYqiGx0aZq5FHjtTYosjkVaVQKm40hQMU4U0Zpc1JSFpaSigLjhSjn/Pp/n9RTMmsXXbG+d4tS0yZ/tVrn/Ry3ySqeq46Z9DTsFjbao4x5YOSTnOc1m6Zr1vqtoZY8pNGSs0LcMjDqCO3+fQiuO8VeNWIew05sfwyzA/otJuw0rmp4p8axaeWs9PZZLnnc55WP/GvLbvUZZblpJJGknc8sxzUFzc7nOw7ix602GAKcv8Ae9KxlK50RikSrAXUSSc7jnb3qyqbQD+gpcBgWJz70bfm49e9QzRDyMAkgY9etR854xTx0IyR7Ck4UgZ59B1pXAehznPGOTmnF88DIz1JqPaScseOcCp4o2cfNwPWgZCy8jPXvmmgnBC9f0rR8lQpHc1X+zneB0FIRAqkHjliatxw55Y4PpU0cSxgY6980489+aYCBVXkDp0p43ZBGOPWm8Dn8hT1IbpSAeBkYZsj09KCoPQYI6UmMew/iPpTueD60AJgHBHUetDDeCB1HOc0c53EDHenrjv39KEBGhyoPT2NDAqd3cHJ70gZQ+A24N6DPT6ZpS/PA49eP8aYDuG75J60wjDKcjng/wCc0qq/TAB/H/ClZZDn5h+R/wAaBXGYAP8A9ahVIJyuB/u//WpVBIHzDn6f40hGDneB25A/DvQFwKKVIxkEelIgyinjPf8AzmnHdgcjP0pIy/zAMMqcf55oC42TjbyRzQFGMkD8BSuHCH5c7fY/4UobnIQk57EH+tAXI+sjADsKVl4659uv8s0rEI2WO3juMfzp2cqGzuX+9nI/OgLkSjEfPXFMmB2rk5JYc/iKlTlRweuKZMAFX3Yf59P1oEIY8ZC5A9O35VEd4k5AOB1X6/l+tWgMKO3pURGZefTrQMaCH4H3vToR/UflTF5LfU5PrUjJnAIzz09KjjRggIOc84PagCTGBz3qOM/KD2PNOZhsK9GP8J/x/wAM0pGAB0+tAEMyjYz4PC54qqZJIWKuuY1A46c+v8+fbpV6T7qL/eYDHt1NLIisMMoYZzgii4rFJohLCHUYJHTP5fjVd4WQYPQdKvug3KExu9OxxRuDEqy4YDoe/v8A/X/Si5VjNbABJ/MUhHyAADirM0G5124wDyPpUDqRkdB+tBNjPkgZVLxZGOoB5/Cp7TUCjp85SReVYHmpGXO3HBz1qCa2D7mHEnt0NNbiep6f4Z8ZC4CWmoNtkB2JL0DH0P8AjWlqOoXGuXz6JpchSJSPtl2nSMH+Bfc/5748ct7oj91ITuHyqT2Ndx4O8WQ6XIbG9KqkjhmlA6MemfUcda3hU6MwnT6o9MsbS306zitbWIRxRjAA6n3qznmoUkVlDKwIYZBXpipFbNbGVyTNLTBS5NKwDuKSkpaAQHpTSM06ikMgkj71nXEO7Nazc1Wlj9qVhnKX9ng5ArEniBUqw612dxBuBFYN9alWyKzkrFxdzAsLuXSr4EfdJ/Ou8gnS5t1ljOQRnFcRdQb0IP3h0q74f1T7PObaY/KTjmlF6jkddS005B4PGO9KDWhI6ikzS0AFFJRQIm4pKKM1JQUUUx5FjQu5AVRkk9MetMDO17U10rTnfI8x+EHua8euJZL+6IBLKCRnOck963PFWtS6lelUJ2HKr7L61DpGmHcuR9apIhsv6NppUByvPauzsLTABNVbCyxt4GK34otiAYq0Q2SRJgAVdhjqKFOlX4kA7UmwSHInFSKKQClqC0GKMUtGaAuFGaazqgy7BRnqT68daUjB56UCDPPSmO+xSSeAOfahu5HvXnvjLxVvEmm2LjC/62QHqf7o/rTbsNJtmZ4t1yzl1mU6buSZ02TToSBJjscdSMde/FcXPMCdiZyRgFe/vTZ5yzeXHycYJHSnRJ5eNwAYjGfSsJSbOmMUiaGIImP4z+lTiMc46j1NRoBtO3kHvTxjrUXKHxScMMAfWlXAJOeaYhCtmRc+33aEDbjn7p7/AOe1IaJgQ42jqR1Ipqo+8jBI7nvU0MXmdDxiryqEIwvJ60DIYbYBQTyccegqfjGOPypWUjJGB6j1FJ3wPx9v8aADhevelI44HHtQE6knmlwQDjpQAhTI5NN5APr+lPCliBnC9+KXABxjn0oAaI+hPNO28/LS/dGOcGlBGOMfhQAKcghu3rQGbOFHzA8f56/pQ/yyBj1YcU7GV46joKAEKk9TgHt0oVBkh+WHXdzn8+f0pUJIyPl9h1oZdoz1x19qBXGvGWHHXsaerblBOQfc4/ninDGMfkKaow3HRqAuIVCsCQOevFLj1FOPRgSOfp/jSgZXJz9P8igRGOTjd+v/ANeldflyW5BzjP8A9elPyuOfvcfepdwHG7nPXJoAbjByG/X/AOvUeAJSRnkevvg1MgO0DceKay/vEIHqOP8A9VADGXIIJ6j0oAJGTk5Huf5E1IwyB6/hj+dMjTKDcBxnrz3oAaV+YEHaMHpx6UhRSd5GCO/Q/mcGnMC0i4569P8A62aUg5IHp0H+c/pQBCkbBAFY7fQ1HIGLoGXkHPHXp+f61OoygBHPvSPxJGB0GeO3T/GgBqspOR27Hgj+o/KmgZd89+M/hUrKGAyMqO1RIrYYqc5J4PSgYHAUnJ4Gfp/hTQvyqOwpzEYVTwScKD/T1/SnY6+lAEMgztU4O5iCKQqyE4+bnG0n7v4/0OPrUjf63p0FGAAARgAd+Mf4UDsV/MTzgc7QijGevJz/AE/WpSMqPQcAj/P6frUD2/2hSxbBLE57eg+nSkiEsSOZ+MjHPIGO3tnjHagLEgXc7Nn2+nrSOgYcgdKkVCFA79T/AIf/AFv1pH9uT6d/8/rQBVGQ7M33c7Q30/x/X2pzqrDkfjUoQbQv61C/7occqense35/nRcLFN4SrE9RnApjL1zitJU+QY5GOo/nVeaJVUt0A6igLGVPAZCQMBl/i9c9jUdvMUfZKvKngntV4JhSCvJ5/GoJoA+RxvB+U9ifSmtCWdt4W8VNYslleOWtmb5W7p7/AEr0qKRXVXQgowyCOhHr9K+e7e6dH8uXg9OR0Ndz4a8XSaXA9tdq80IUmMKfmBA4X6Gt6dTSzMKlPqj0fUNSttKsnubqQKi9sfMx9AO59hU1nci7s4rgxSQ+YoOyUbSv1rm9K0y61G7TV9aIaUDdb2qnKQjsfdj6106tWxiP59Kdmm0c0gHc+lITSA5HvRSsO4pqJ+RzT8mmMCe9A7lSaPINZV1ASp4rWnBUZeVV/If1qlKFLY35HuKloDmLu22MWA4rFuIys3moOV6119zbliy7SFHesG5g8tyCKzaszVG5oeofbLQROf3ijP4Vqd64i0mexvVZfXvXaxSpPCsqdG5+lVF3IkupJxS5ptGaoB1FFFAiWm0uaQmpKF5rlPGWsrb25s0YcjMmO2O38q6G/vFsbOS4YZ2qSB6nFeSavdy6lfMrNlnO6THb2qkhNkFhA93deaxPJ4A7V3OmWQVV4+tZGjWABBxgV2VlbhQOK0sZNlu1gCqKvxpmmRpwKuQR+1DElclijx2qwBikUYp9Q2XYKKO9FIYvakNGaQ9KBFXUbC21Wyks7pN8T4yBwRg5yDXNpqN/4TmS01ZnutKb5Yb3aS0f+y/+P8+QOrJHT9K5jxlr0OmaY9ttjlnuFKiNwCAD1JFMa1Zm+L/F6xRGw0yVWeRQXmRshVPpjuf5V5rNOAdi/ePJP+e9E0oByT8xPT0qJVyVc9e319TWEpXOiMUh8MC4yeGP6VIq7Djt6nmnJwnTdilDcjnb9Km5dgEYZj820n0705W2thvwI6Ug4BzxzSgA4Pbt/n/PvUgOUb9w7D0q3Faktub7vYUlvaoGDt17Cre4DhxtHqOaBpihACAox9KeDgEtwexNC4AHPB6U4BmXLgewoGGC/J4A6epowOAD06EdqcOD14HQc5oGMcdO5oATIPB/GnKcEUhAIOefc0gyOOi9nP8An9f0pANIKt16nBH+etOyMkDg08qPvDuOT601kABP5cUwFGM/zNIA2coBjvn/AD+vSkUNwGOQe3+P+cVLtGMAUWFcaoVl+XJ5709OnsOtJtYfMO3X3pRgjrz9KAuIQFOfXr2pSRt4BYf7PP8A9b9acEBBDfN9eTTl7gj5h3NAiJA3KY6cjn/DNEiMBkHpyNo61KVzhiOnrzTsZJ/Q0ARbA3O5jxxk4zQsQVsYHtT0BBZOTjpkHofw+v5U4nkHg4OO3+NMBjINvToc/d/+tS+WR2P/AHzT9nbj8qFjG3G3vg8f/WoAiEajI2/jj/61MkjUgMQvB7H3qfaA4PGSD2ps3CMc+/X/AOvQBG0YzkFs+zH+tRiNgp+cjk8N9fwq2QM5z+dRqACQOOe3FICBg+5TgEc8nj+eR+tLkAHhgD17j8xkVKV+dT35/wA8UMOCx6469/zoAjiQGIMpz05zURUm4UY42n+Yx/WpljGxWI+fA5HB/OmhHEpAOflHB7dfx/SgBCuAc9h+X+H60xFIiUe1SOT5fI2nopPT8D0P5ineWRk9h1I5x/h+tBRCy5IB7ckH+vp+tRtGVwU446Hv/n1GfpVgJ+8LHkAYX+tI/EbYHX9T6+9AWIY2DghhtZuxPX8abMpWNin3sYHb2FTeWNgQgcdc1BMWVlVf3ijkBcE56Dvz3/KkAqR7IwoIIUdPb/PemOgJRBzk+nTFPhlEowcbxyQB3z1/z096VVy7Meg4H4UARlCvC854I7j2x/TP0pgIdwUIwuW69/8AP4j3qwcbcnoByPSowrAbgdrkbjknB9P/AKx7UANK5HvUJGZTzlVHIx69/wDPNTE4UtjJBwR3B9Pr/kUiqVGDyScn/P8AnFMCMbocvGeAc/8A1/8AP4VDgTOAGyF+Y/j0/wAf51af5FZtvTn61AEKfPjLHl1/D/P/AOui4EcsKv8Ad4I7mqUseP3ZHzVqjDLkHI7GqUUlvfTKsUiuz/ddeUH1b7o/E0AZ1xB5ikA/OB8p/vUy0uORE7cjgZ9fSrTxXEgjVUEOW+bzRuI/75P9e3SoX0t5pnkFxGhCM/z/ACjhc4B9Tj8Sfwp3E0eheEPE20rp15Icf8snJ6f7PNd8p4GDx+tfP1ncmTblv3inIPqK9U8I+I/7RiFlO3+kRqdpJ+8K6Kc+jOWpDqjsgc0uaiU4HB+lV/7TtBqC2Hnq1yyl/LHJUe/oP881qzMvUZpKKQBTTSn60h4pDGsKryx57CrJprL1oHcyp4gR9Kx7213KfWuklj9qzbmEspqGhpnH3MXykfxCtXw/fYP2aVuvTPrTb62wdwrIyYLgSL61nsy90d3g8/pS8VXs7oXVqko69GHofWpxWtyRQaKSigklNAGaOtVtRvFsLCW4fqo4HqT0H4nikVscj401gK32dDlYRlsf3j2/l+dcvo9oZZjIw+ZzTL+V77UNpzy25znvXTaVZBVHHStEjJu7NXTrXaF4roII9qjiqtnBtUVoovNUSTRLV6JcCoIkq2o4qGy0h1LTRS1JQUtJSbqAuKfT39f880hNY2r2Wq/aVvtJvcSKm02kx/cyAZzgdj05/lUVh4otrmRrS9jOn36AboJzjPHVT0I/zyOaYFzVdVh0qxlupjgKDtX+8ewHua8Y1bUZ9Qu5by4OXcn6D2rY8W6+dX1ArGf9Fh3CMg/e/wBquWZmuJQEzt7VlORrCNtSKFWZ2kYHGf19KuqMn5u4xxSpF8oODtHQUbCDwfwrM1Q4KFGF6H1p2ASoJHPemliAvGcUgw7BQcgdcdfpSuMNhPAOFHbrmr8MHlgs457Z5AoggwNzDPoDVvgjCj8uKQAoyfUHv2p2QMY6HtjmgAICQeSOgpQNvL8E9+woAQId2QcMOoqUHkK2VPvTgBg45x3p2Ay4IBHpQMYc560xht5HXOMUpymcZbJ49vf6frT1UHkEE9zTFcQKW4YcjsO3+fX9KeRkY696Xb/n39acFIGD19aB3IxleP4T0J7U/aD9D6VJjA59cc00RPg/IQp9Ov8A+qixI0LxjFOWMjnHB7VahgKjLISPUCriWyY+XDEjIwe3qfb36elPlBsywuFJxwOppfJkchgAB2z39v8A69bSaac7sqXB79Pp659O/wBKtRWSEnjaR8pDDBB/x9v1pqJPMc6IGVckYx60hB6+ldPPpiyJ8q/P0Axyfb/6w/GqkejSSrlV/P5uPXA/qRRyj5jGK7sEdfemoOSp7dK6CDRQ2VyWAGRjkYPuPfjr6VP/AGPGoSUJxnBx78e4/WnysXMcxtw6kDI6HC5/lmpfKd1OEfn1GP54rp30tGVo2wCRgZ4/rn9KWCxDQI3lgHnIxjBHUdOxyPwo5Q5jmBDIQDs6+/596QW0oJ/dg9COR/hXUJZBXZcdDkZ9/qR3z+VI1oPPQ8YIIxkexHf2NHKHMcyYJAVJXv6j/GkkgcxsNrYI/vD+hNdRLZhU3EHgg89OvP8AF6VJ/Zwbggn6KT/jSsO5yIjYgZVl4B5UjP5iljgJ3455/hGe3tmunt7KNLWEYCnYOMgH344pF0+J2l3xqQH6lf8AZHqCP1osO5zLWz+YMLzzyBj/AOv+lNktpPLb5ecd/wDOf0rpjYJ5qldyrtPTp1HruFRTWsixElVZdwHHB6j6g/mKmwzA+yyf3epx7j/Pvio47SUtIcfKWwPQ4x+B79xXRlIxt3q0ZPQMMZ+nr+BqG3t90IfH3svn2Jzz39OoI96RRhvaSEgbM5OSCfzz6frSmxkXlfl46dvw/wDrYrZMP70jjCjg8dT6c4/UH2ps0e2NgOCTt49T6/4HH1pAYsdrJgbhguSc9uew/wADj60SWsjMFPHdvp7/AKcc9etbJiABHYDkH09/b8x71WEbLI7ADavy4Y4wO/0Gf+A0rjM/7G/6/wCf/wBX61FFbM2+Tdnee/cDitSZh5bADbIQF2sMEZP6fqD6inCNVUIB0wBgent/T9aAsYjWJjDPGdrE9+/+fzoSH5fLPDKBx3x6+/1/MVr+UHk4Awvf3/8ArfmM96ZJArAFuNvIb09/qfy9aLhYyXgLOE9c5+g/z0/KgxHGAe+fx/z/APXq9HGWPzgbm6EdCB/h6UPHsXOP8n/P4+1FwsZbwGSUbDgqOvr6L9P8ilVC+RghgSCPQ/579/rV8QHbzjPU/wCf84qvd7YIWnZlTap+Y8DHXB9u59uaAsU3UtLt6Khycep7flz+VRzSLEEMhILtsUAEliewA5Pr+tS2jPcOsUWIo/vNPLgrIMcsgDZIBKnp90HHY0+xZLeeR2H2kxZCy7iHcfLknGABlfugYPBOTVCKv9lXN4ib/wB2CFchJGwGwcgkYyOe3p26VO9pa2kaRofMkHTHRasvcm9Dv5yQxoeImPWktbVb+dpAFhjUZbmmBmSx+ShllYBBzk1TvlilQRxF1kjkzL3XoCo4Oc5OfTA9619YgE0ywRysETkSRgAocDjnIbO49uNtVPssaQCOP5VUYA5/yaQ76HPzRGFzMg2jPI9G/wAKni1Oa1vIbiBijocgjuanuYyhYEZwvzfT/wDXWW+Scnj05qk9TOSPW7HxBqHia3SDS1FoCo+0XT4Ow5+6g9eOp9a6fSdIs9IhKwIWlY5kmk5eRvUmvHfCery6RfifJMLELIo/iFe0W88dxAksLhkdcqR3BrqhK6scs48rLdLTAxp2aokKMUUtTYdxCKaafTT7UAQyDPeqc8fBwKvstQSr1pMDCu4c54rnry32sR27V106HBxWLewblPHIrOSNIsraFd+TN5LMMN8vNdLnnFcQ4MM4fGMHmuvsbkXVor/xLwaIPoEkWRRRRVEE3FcZ4x1LawtwfljG5vc9q665nW2t5JmPyoMk/SvKtVuZL69Ks25mbcwHb0qooc3oGjWplcyuPmY5Ndvp9vtC4rH0m12hQBXVWsO1RVoxLUS7QBVyJM1DGtXokoY0iaNcVKtNAxTxWbNAA/8A1f5NFeUaz4m1oeILoLeTQCGdo0hU4AAOBle+Rzk+vFeoWU0lxY288i7ZZIlZgPUj0oG1bUmJpM0vX6jrTTxQSIWxzXCfEHUbXyorPyo3uc7t5AzGO3Pv6V1mralDpemzXcx+VBwPUnoPxPFeK6pfve3M15M255GJ47Z6D8KJvSxcI3ZRuXIURr1PXHb2qSFPKjUHgkZNUrYM0pkfseB6n0rQUjGO55ya57m5YH3c8HNNJGPbtTRhvw6HNBUqoO7jsP8APei4xWb5cL949farVvbLjc/TtnmoraJmbJU47n0rSTB6YAHQDilYYBSCCp49Gpc4wWyPrzTxx06e3FEYZ2yBx2H+f09qBCqmTu75x16f5/8A1VKR6ZwBz70qwj+Hg+oqRUYEZXIPcUWGRKmTlcj607DZC4+b17VOF4AQAtjPtirMcAUdPTOe/wDn/PNVYRUWA4PoO/vUi2W45U4J6cdaupCQwx0zjBHX/wCv/k1YiAJxnafQ9f8AP6ntiiwrlKO25COMP/P8f8496nFnyFVcuRkj0HY/T+farfliT5AvyggE+h9B7/y9zVhENufmG6L724dQT3J7g9z1/nVWJuUV07y/mkGVHyliPun0x/hyO5FXo9OX7xAIz9ePT6+wq4ijAZTweMr6enH/AKCOfU05I2iYOg3RtxgckfT1/wB3gD36U7CuVDY+VzjKEYyecf4/QdPemi1aIhojhhyQejeuc9PqP1rU81R91d5dcgJzvH9QPX7o96jMeDuJGDyFVs4+h7/XoKdhXuV4irg4G0gfcbjaD/T3HJ+lTNAThl+R14BI6j0x3HsOfX3c8Ctgk/vF5Dr1Gfp2PPufbrTEncyeSVCy52lgPlbBGcD/ANl6DufUAlEwAVSPmJwUHJx7Y6j8gO9WYMkjfj5jle4GO2fpzwMdaq+UMHGTIedx5Jx7dx+gqSOYMj7yEYDcSTxj1z6fX6YpiZbmQcS9SvzEHqfbnJ/SlZFZSTg5HUkZP5kn9KEuYhCsnmIsZ77gACPxH06HmhJzGu2OORlHIIGBtPudo9fyoAWJSyYbII+U5JHT8vb86jihCXEseQwOJFHHfIPY+mfxqZTKsm5QqiTtk9R9AB69+1NlMiTxPLICc+WcLjhuO7E9do6UWBCiLbMhKFSwIHBHIOR1A96JYioR8Nw6/r8vr71JLb7U3b2G0qeEUY55/g9KWa0byW/eScAsMqP/AIipGRTQkwyABuVP8JPb2zR5YflgMEfxD/FRUv2PeufNcgg9VU9f+AUyLf5EYSZdxUHBCk9PQFaVh3IrVP8ARlAJJ5GAc9yOgb+lRQx/vbg7dpMnptP3V7cGprdZza/MqSLvcc7v7x9Qw/WkiclpVMMgQueFG4fdH93P8qLFXITEDd9Odh69eSPXB7diaZcQhpIgw/jyM+wJ74PbsTVmErLczeUwICqGx2OWJyB0/EUjDNwir9wKzEr07DnGR3PUClYdyldAR2s74ztUkr15xnkfl1FRCzESKschXA6ZBB+gJ/kQfart4u9IY2GQ8qhQRnp8xwOnQHoaJiUSVucqp3Y6+vPf8xj3pWHczEYqJJJFKhnK+YMkYHGCe3Q9ePemyRhpUVQDtUvntjp09OpyMjitBYiiohOXC498f4fQn6VUjtyGaSBguXO1cZU7eOFGPQnK8j0NTYrmK0qBYy2Pu5I/of8A64z9KhW32Iqjqvp/P6fT8quOTLNHCV2MSXwTndj0x1+vBHORRMAkRfrgbsDnPuMdfqOR3xSsFzFurVp2dVJUxjrnbgt1+ny9+hz0FVoTNFIIpEwiAqw28E47E+pyAK3IofLiGfvffb1BY/pk8Z6cdqhkjEsnlFAQgGQfXHC4+mTj24qbFXKQUouO/U5z1/z+IpknzERjvyfp6fiePQ+1WpF8lQScxdQxboPc+3Y9uhx1qIRnaWwcsf8AI/xHelYLkbqrghuQeQee3f14/MfSoQB5oVzwCQDjqf8APX16+1Ty5UYB+cn5T79j/noOKrXM0VpAfMVmAGSFGTtBAJ/DOeOfT0oGJcyLbwNIys+CAFQZLEkAAdupHXA9SOtc7JeXl23myLbQJEVJiEpYyEFeAeAADnOc5AIHpV3VPKNtA16GkukLHynx5a7gVIx/Fx/Eeu44ABxWKzljliD7VQiaS5d4gg3YHvnpxkk9frUasQQc4NMVs08KuDg0DsTRoZZNqjLE9Mda1rs2qWH2BW2zyJtyv8bHt9ANzHpkKQOSKh02NIlMu7MuPlA7Uyzs919PqbOT9oUeWgJwo/vdSDuwp6DA/GgBlvbmCEQOd7AFi2PvEnk8k45JGO2RjilkGAPUnAB7mrk8fyE52sOQT0H+eM+oquACvmNjIBBU/wAOO3+fUUhGNqjKipGGy7HJNZMkZOCvX061bvJRcXDOB0PFMt4nkc7R8oPLDtVohojtm3hoySmD2HP0r0PwFrwP/Eqnyq43REnJ9x9a45IV8sgLyDyR1z61JZObWZZo/lkRgeP71OM7MmULo9uXJqRnWJC8rKqgcknA/XpXEzeO7S20+Flhe4vHGDCgwAw45b8jgZPtVRNE8QeLSk2sztZ2BAIt0BXcPp3+prrTutDkaszs9O1vT9WkuI7K5SYwMFfb29/f69PetGs7S9HsNGgEVnAE9WPLNWhk0ABpKOfSilYdwNROMipT0phFA7lCZPSs25jyDmtmRc1RuY+DxUyBM5e8tw2TU2g3XlzGFz8jcVauYcg8VjEG2u1YcAms9mabnZniiobebz7ZJF6nqPSirRBkeKr3ybRbcHl+T9BXE6ZCbi4aYr1PFavie8N1eSID/EEX6CpNJtQoUY6VrEyk7s3NOgAUcVuxLgCqVpGFUcVoxjOKYmWIV5FXoxgVXhTGKtDpUNlocOlLQOlGakoqzaXp1zci6msYJJx0dkGfx9abq0d5PpdxDp7pHdOvyO/QGrnSm7qB32OFg8XavoM62niOyd4x0nRRnH57W/Ag11mn6xYatb+dZXKSADLL/En1HarNzBDdQNBcxJLE3VHGQfwrzvxL4YtNG/4munXc1r5bA+UGJ57BT1Un3zT21FuQePdZW8uxp8T/ALuDmT3bsPw4/OvPLhmLiFTnnJ+tX7u5di0zMWkcknPcmq1rBvzIx+Y4APb3rBu7OiKsh0ZVMKeAvHTPPrU6EdiD+NKse0be3607ywcZUflU2KHr098fhUkSNMwXGFHQdqiMYONpK56EGtC1tWjQkN34DCiwFmJQFAUbh+WaeI9x5Gef8/59KVEk53Rq2f7p/wAasKVUc5VycAMMf5/wp2FciFuXYqrfL1IPerccRC5K59xU0UIAwpz79atpFz0wff8Az/k0WFcrxxK3Tn61KYcAAD5j0HT/AD7/AId6tCJQhZgMA4yRnHb8f/r8VLHbuDu/iPJDc44/zn1NOwrlVLUAZxznJYcE/wCf5damWJgRxvA44HP5fr9OTVpQAcOCvueR6f8A6/Xp0qwsXA9PQngdv/1/kKdhXKscYboQeCSAOv8An8z9Kf8AZ/NbaPuqTlgcHI64P827Hgc81P5IlcquVwfmboc+mfX3/hHAqwsflqAUyoOMqPQZHH+cDmmBAiNHhWAxjaDjkDsMf06etWUjyFI5ONwIP5nP9fyp6qu04IKkD6c98fy7n6UhUJuZSFGSxz0x6/8A1+3pmqsIYYjA5eIZHeP+ZA7Hrx3xzinJMLgZiIIPViORjHHv/wCgj36U1XM+AQUTHKHq2f8A2U/me/FK8ZDF4jtk6EH7rexx1+vbvmgB20Q4ZVJDcsDyWP8AeHrj349BUhYSpw2c85HX/P1wPaokmEgZeVfgsp68d/f/AHvypGTYS2OOrqR+v+eT2AouIaZWfILARdfMB+8O/PYH+937VI8aNHsZQEXAA6bcdPofYd+tLnccrnGc9vz+vuePxpirsOUwUAxt549h6D270DGrK0RCTElSflcgcntkev8A47/KpPI81gM9Mgkc8Hg+/wCP5CgqroxIymMEHH4g/T34H1qGNpIyvX7PnKueSPQnPQdtx/Ad6QWNKCAWrffdzIxyxxnJ+mT+ZFWHwjrJjcR1PfHTtk/rTFKyQKCQEYHBZsfz/oDzUg+cbZBweobpkcd8/wAqYh0ikIWAyy/MB9Pzp0i+bbMq5XIO0nIHt3H8qRfkQAnG3jLcfqcUsIGG2dVOMj8x2/rQNDo2E9urYADqODg9ue9OTa8ak7cnqML17/rUEMhjWWNnwEcgEnHB+bu3v+lLHeRgMvnLw5z847nP976VNhksQCwou5RjjkgdD9R70kIPkgDJAJ4BPYkeppLaTcrKkmQHb7repJ7N70+KMbCWGQGOCeR1Psf50CK1rgwnOAfNk4bg/fPsD+tSIv3s8jcTzj198j9aLHJgbaTt8yT7pOPvt6f4UsIyrADneSfXqfTBH5UDuRlElMiuisobgsP9ntnI/Iio/JYTNskYYAG18tnqeMkHv2JqeFeH/vMzE7evUqOmD27g0kSKY5G42Fjnpjj5fTHbuBQFyg8g+2KJowpRCSRyvPAJ4yBjd94fjU0irKIlQ7lLAjbzkDnIAz7cg9+lPt13zTS4+YvtXjkheuO/3t3IJ+lMNukk8kkXylSFO0AhmIyeOhP3eOGpWHcbOCIm2jcT0HXLZwB7kn6H2pghCxhByMAHHPTrn1Ptww96dI488RzfLtwS3ZieFHOPc4b04Jp1wpZRGOWchD7fn6DnBx7GlYdymsKzq7uu4S498hePx/8AQhnvVG8YwttYeaifvSAeSQOAf73Q84yMcg1sSFIYmdj8gHOfQDj68duo9TVdIA8D/aFjYytvdG5AyOPy6ZH40rDuUkuYpIi3y7l5KKc4z3Hbn8jnnBpEh2x/N97ndgceuMe3THUdjTlsvIuGaPfIoOGRiOSedg7Z7kHhvrUzyII94IOehz1wfzAzxn+E0ikyjInmSeXk5BVnI9T0GT39+44PaoHj8rLdYu/X5R/h7fw/StJYNiAPy3JJI6nqcfzI7jmsLX9SuLd0tLAQtdPh3MrYVE7FuRy3QEkAjOTxgzYaZQ1bVTZOoiiLSM2PMZf3SDKkqWyPnZWzgZ+8rEAEZw7m9jjbcXkmufLEbSttBIHQfKAOpNU7y4DSII5HfaoQFj0wAM+54HJyc1SLdc9fWkMlMjux3MW9aFz7AUxccZ5/GpHbzJPlUKCeAKBjwCQD79RV6C0eOMTbGkyRhAM5/UUthDFG7CeNnldWWJQpIViOGbAOFBxk9s/gdix0yO2ig3sztHgqQzKmRuHCZwowzKB/unJxmkFytbaRGm83IZvNLCMeYSYwwGRuwuc8lTgEZ25PU6DL8p/p/n0/rUzIHUq3OexPX/OPwIqDcZMpnG37xHf0/MZP1BFIZA0Qd8/wg5GP8/5FZ2pkwwsFIBcFTn+f+fatpl//AF/5/D8DXN6tMZLsqDhY+OD+NNCbMYqM5z9K2bG12RKdvJG4+3+RzVSygE1yBtyFGTW8I9q8DnHOP8+mD+NNkozZoDFJ5g+6Rhvb/PH50xotkobswwf8avyJ5gKAfL0J/p+fH5VBsyjRtyV4+o9aRVjS8N3EFrrERnjRlbKBnGdhPcV6UjdvocV4+jHqT8ynDH+tekeHtTGoaYhJHnRfK/4dD+NdNGXQ5a0epvKaeOagRs1MDW5zpi0tJ0FGeKRQtNPNLmikMiYVUlSrpqCUZzik0BjXEWc8Vg38BKkgYrqJkJzWTeR5zkcVDRcWN0K4DReUxwcZorMtnNtekdAcnNFJPQqxz+Dc6hz0UY/Gup02D5QcVz2lQF23kfeOa7Oyh2qK6DmRdiXaBVuIYxxUCCrsK4xSYLctIOKmAqNafmszQcKKKKB3A004pTx3phByaaAa7D8K8v8AHmrG71BbJGzHAMtzwWP+R+deg6tfJp+mT3Un/LNSQPU9q8Uu5zK0s753Md5yambtoOCuzOmbfOsYHAP51aRdm3Cnavy1WtUzI0hz7fU1dRdoxjpWJ0CiRcjJI9eKm3IflOAPrSKpbr/+urCQtJhByTx9P8jn8qAuSWdsZGMmfl7cf59/yrWjjx3xUdvaoi7dgz6Y/wA9+KtpD/dY4/P/ADxzTsFxUi5xgZ/z/XipoYgx39jwv0Hf/PYCgROdqgg5654Ix/nH1NXERhjKA/7p/wA//qFMlsaLdDgj5c9wcf545/KrCQyLyrbsdAw4/P8AL8TT4yBy3y+7DA/z3/KpwPuohIdh9SB1J/Dj8TTsIgjfLgyo0aqSF2888j8h0Hvk9qvx7W5VgR7HPt/Pgfiakji2jaBgAAYHYDgf4fnUv2SNju2YfH3k4Pp1H5D2zVWEMWPOQBke3bt3/IfiaQwkMI4jsY8nA+UD/wDX098mpCksQUqwkUkBQ/BYkYGGHTv9BTo3WMfvg0bFvmLjAJxxz0AOR34FFibiJmKMBhhQBggZHtx/L1PNSgKRnPrk5z7n/wCv6mngc4659Dtz/nt6CmFByVO36dOmf/1enXrTGMZNuXDFCM5z0OOv6dT26CokfzSDIpUZyqEdT1Bx6+i9hyaeGMj7nXbEMbSBwRng/T0B78mpGAcYbB9MnPfPX/JY0hjGQP398jtnv/if4vakUkHEnXOAR/h2+nT1pdrJxyyg9CeQf8fU9vrTx5ezkblPygDvntj0P93v34pAQyxggOW2svIf0+vt9cewpIZHnOw5hKAEqOpB7j0HqfvewqYIR80q5VSSuedg7n3x64wOwp8sQkC5baynKP0Kn1H1/WgZGYdrYT5CD0C/lx6+g/E0B1A+fap285bjH19PfqT0o8xogfNXAUHcVHG0d8en055xT0UyHzHPuoHb8egPqf4eg5zQJCNEzNvKhRgDYwHJHIyPUenQd6k4cHOcn5iCQevf6H179qRcw4GQUYYJAz9M+3t+dOKBgrD7wO4MMZ9M89fc9B0HSgYwXBtFZInCK+SuQcKw6g+g4zyexOKfbPdPclwuyGQbgxHGcDHQj/aHXsKEY4aJ3EbcMjAcBwcgjP8A+vj0NXkc3MILDZLgnDH5gwJ4xyev0ouJjREyzD95I3mDGY+ORzj5R9f4u1L9njEoJCvuGNznceDnuW9/ypzDzY8FRvONgYZ5B6YOSeeKfKzGNZN7YGHySeQB9R7igZEiLHeHEYAaPOAvdTg9FHZh+VTKqiSTKHBAP3T15H9KZMgeWCQbTtfBGAcggr6Hvg1L9nxOpC/KVOTt75BH8P1pBcTYhZw0W4lgeU9h6g0xYIm3cIp3HkED9QVqZIlSeQYUfKD0A7kegqWJC+/axxuPIOf5NQIoWsLG3wJJB88nJ5HLt/eUj9aWPz0to2wjgjd/dx36/Mv8qvwtFHp+wAeYQWzxnrnpkHvUMq7IdhOGZdo7HnA74P6mgCBJlWBFk3IQgJ3j5enQE5H5EH2pc+Rbbm3fuk3HGS3Azn1/EZ+lTTDcPKHO7AI68dx69M9Qaq3VspWKKJgiSPtCcbDjJOFzt7dsHnpQA6CPyrVVYDOAX9C3U+2cnuQaSMER5YYJ67hgDJ6EnODj+9TpmI+SZQOzyA8bccgk4I9MMMc9adL90IMKW43A42rj17endT7UxkEa743bAIYgY9scDnpkc4OR7iq6xMJS6ZaNcxhCeffGffjaeuOMVdm+RMDhj8oB4Az/ACH5qcHpTJCttbkkHaoC4x94+nPqcDB65pWAqPtup1jQkouGkGCSSD8q+uepwRkYxyDT5iUXgktkAfNxk/0/2vrmqt3ZXDW6zq7tKMtLGGJ345wMYJC4x6gDp0qaykluE8yckyA4UY2nkDB2+rdh3780h3ARiNNvB6gnHU9W+X9SvpyKreUzzGePkKRgbsbz03bvXHAPfoe1XZV3MI1bqMsewUf09O689q4fxD4qD3CWmlTKbZVG+6t5lycjBRcoQVwyElW5xgYIOFYdzQ1jxBbx2dwltNcLcKq7zHbMXhUsy7grDHVSADwDg8qRXB3d55ryTSXM895KzeY5fbFt4ICp2AOT36nuSSzUb4X11NdSKftMpXdITksAoUAnr0HSqI6c9jUNlpEi4IyaHKYG0dfWmH5X+U8GlUMzYA61JZJEeCgGQfzqYukIj8qKSV3BZRGu9iMZ4UcnjnjsK0tMspJJEjtoDJMjL5rqVPlbicFgWGcBWOBknFdNZ6NaWcvmRoGnKhJbgZO48FguSdoyN2BxjjtTsK5maXpMlknnXREk5JV3zuUAED5eBgcKW9d3oBjUZMcf5z0x/T8jV5o1weBtHb0x/QfyNU9pDGEH7vc+nQD6jofwqQuVny52gcdz6f55/EUyRdgDj+Hg+46//X+uatMoC9D7jv8A5/qKryybB/eZj8oHf/63f6GlYq5BdTCCFnYjpxz19P6fga5V/wB4zOTz39619TbywIT9/OTx90dh/MfhWfBF5sypt4PX2q4rQzbuXLC2McHnHudzAf3f/wBXP4GrZDOzbTwByR0zkDFTquU2JgAdSPy4/wA96jU+VG8Ow4B456g//W4/Cp6lrRDNgAAz/n/P8qr3C4IkB/2T9D3/AJfnU7N1yQAO/wDn8Pzqs7CVTg4X19f88/lQBTkJWQEjAbg/Xsa2/C+omx1UKzfupvkb2J6H8KyGgLrtJyeh/DoakgVtobowP5VUXZ3JlG6sesrIoBJIAqrHr+ny6gljBN50zEgmMblQgZwzDgfjz7Vz2nab/bkIm1C/nmhB2/ZlOxDj+96/jXVWdra2MCQ2lvHDGvAVFxiu6LurnA1Z2LgNFNU06kMQ0c0ppKVgQhqJxkVIc0w9KB3Kcy1mXUeQa2JVJqhOnBqWNM5i9jKtuHY0Vfuos5orJmiMvSoMBcCuogXCCsfTIgFB7VvRrgCus5ieJckZq7GvrVaFauIKljiiVafUYzT6zLFo4pKO9AFXUbWW8sXggvJbSRiCJYsZGOo96wHufE+kH99bw6tbL/HD+7lA9dvf6DJ966jP6dPaoZpBHEST8oGT9AKpAeb+LvEialZwW8MU8BLnzY502MCAMD/PFcLdElUjAGSc9K29evjqOsXFyDkFtq/QVicyXXJ+UEmsZPU3irIlji8sKnJAG7I4qwik/wAB9P8AP+e1LGC2MjP1q7HF6en+f8+9TYq5HGqjHynj0Hb1/l+dX7KNWkZjnj5VOP8APfj8KaikD5epOAPfOMfnWpbxBI1UDoKYript7so981ZSPIA7+3+fXiljT8/T9KkEKMMbQAx9O2ASfy/mKdhD4UzljnLdDjtyc/zP1Iq1GnbGCPT8P/rD86asORxkewJ6+n58fhU6RkAYc4Hcjt6/lz+Ip2FcegAXO4ADn2/z/QVJBCrDf90nkDoQP88/UimCN2IiIVgeWH3TgEDH54H0zVxN2fmjYHPUjj/OefoBVE3HLGyn5W4HUHt2/wAB9SanXcoyY8nHBTkH/PT6ZoRk7Ng+wx/njn6mnuNxERzg8nHIx0I/HgD6mkA2FhK3m8HOQobjjufx/lj1qYgHt9e2e/8ALk/gKUordQp9PQ/5/kKQx9SrcDru5Hr9ff8AKgCsbdVyYWMXqP4D+Hbjk/gKieVizLKuY1PzumTz6H09T+AqxLI8ZAKYdujdQB3J+nBPvinIE2gIfu+v8POT7nHH1NAxqsrqxVtwPU9j689vf0HFNKHqhxk5I9T7en9BzTmtlLb1BR+7Drx7dD7+poZ3hz5yAqM5de3blf54znpwKTGMEoACsPmIAVRzn/d9eeg/E0qREnzMqJD/AHecA/07E9WPoKdGq3CeawDqw4BOQPXJ7EcAnt90U4qyEnBdRjAP3v8AD/Ae9K40CMchGG11Ixk8/gfX07LSbTH86DKlclRkDHcg/wBep7YqQKkq8gFRyCOP/r49B/SmPL5RCt8xOSDu98Elvbu34Dmi47Cny2COWzhvl9d3pg9/bt1NBjBbcrKp+8cDIPvg/p6mkWFlYyjDS5CsD0HoAOo56DO496czPt3xneBn5ScN0wcHscfl60gFUnO11CnBBBPGB2z/ADNNkHk8op+Y/cVeSfUA8ZA59ADz2pRNE6ZCkkBf3e3B9v8A63YDnrSRo0Lb3PmlsDI9CSQB6g9h1YgnpQAiR+d+9YjeOVwSAhPoe31PLdAMVYt38ucBhtSXkn7o3AdCOACR2Pcc9aYyhlEyMNwGQ+Rz9T+pP4LQV89WjZtkitwRxhs5B9QDwccE96AaHLfwqDhX8piSfl2gdBnB28fMp6Hg+1WbdkZ2gVWZd2MohIweeoGO/rVeDT4HRriQPI+7c4dslcdRxkkDkYJ7VpYBmCkrkjbggZPccZJp3ENnQLZEKrs6Ddknuv1Ynt6U9nO5CI+M/wB5e4P+1UkSHdJGAQOGIAOOfwHcGow7G1iIYkgqD9QcH+L60CFUssrZRhlf7wHc/wC370vmruZXV1OTy6HH54I/WngOZRgn7p6Z9R9aimcQ2s5G0MA3oP0wKAGwlZNORVbduRVKqc7c464yB+VPkiDFdpGC3O3pwM9sjrjqBTXjRVgSRQSuFUtxtwM8Z6dPWnbGFxuWRtyrhQ+WHOc9SD/D2JoARo8zKp+YKpYA89eOmcf3uhFRKvmXcsmT+6QIeTxnk5OPTbwfzqQXATzWlXYATubORx6nHHf7wxz1oiby7dZHx5jDeO2Nx6D9BkZHFACopLu27CqNq5OO/P0GePT2qv8AZykjSw/LtyApOB15P+zzx6eoq0cRxKiY3HO36/3uPbnIzSMPKjCxnacgLjt78e2TkcHHIpjKiESTE42iPjaRgqf4j6AZ4z0JzyM1CVFxd7QMxwnJGz7z4yBz12jB29s5GMYqzcgRxxxxDFxnZEBwQxHIx9PmI6EDjBxWfFefZgVlikACjCspyTn5jkgYXccZyTnOMgGgCzLliEB6gMzbug7Hd+m7256VW1Ge2sLNrq4nitoo8J5smEQEkDacnGGOPl/4EPSrEs8FgqSXlzHCZHxvkcLuc87QTxnAP+8M9+a801Tx893qcPl2EkdnGCHglZcueNpbAJUqyngPnn8BIzR1/wAUWbxy2IafL70bG1kmwMEnuUBO1SCNw3ZBAyeFvrv7ZcSShNm9sld5bHbv7Uy7uGublpyAHbP4DOcfqartuznj04qHLsWoik8cDp3o3ZB9TQFznGa0dJ0ubUbhI1XCswXc3QZqbFlSC3luG2xqSf5VraZY3Oozmx09glxG486XhhGpXqfr0C8En0GSNjSPDV3cyWrPBapFDKskjOSfMA4OwEcqxDJuJBw27GCM9jBaxQwi2tt/kKWJYuWYliSVyxJyT+AK/SmokuRnw2MNhbJBZRskEORkMWZgSWIDMSSc5YZPUEdxVraAuFPB6Y6eufpzkeoLVbKgKAMDAJ+Ud+vH/oY+hFUckTNboRGmSQewHoD7Fgf91vanYVyJwWYogwe7E8DH+HT3BFQvGFQNGv3eQD1OQePx6fUCr3lbRhUz6A9uvB9+q/XFVp3/AHmyMF3Klic9FxnP5DP1U1NhopSyKEVgS2/7u0ctwOfYdD9QaiMIjLSSkBuenQc9P6fQ1aihMcrLgFzg7z068j8Gx+DVQ1mcW9kyrwZPlH0//VkfUUWKuc1eyGa6eTqCcjnt6VZ0y2L5kPCngf5/KqaoZJQo5ZjwK6G3i8mLy8fdHB9R1/x/Km9ETHcXlFACjjoPw/8A1j8KguAF2ue3BPbBPX88H86sOdo9/wCfPb9D+NQSIGU7hx02+nH/AOsVBZVdQSD0Hp/n8fypoiyfbt/n8vzp4JK+6naffHGf8+tPGFUZHHb3/wA8/lQBEIfnHH3wB+I5/wAfypFiCTkH+MbgP51ZKHaSfvg5ApZ1GxZV6Abvw70rjNfw3cmC9MJJCSjgDpnqK7GM5Nedxv5EiSq2NhBz9K72znWeCOZDxIobP1rqoSurHJXjZpl1cZpwNRjinCtmYIdQelFBoGIaRsUppCBSGROKpTL1rQYVUmSlYDGuUJziirM6c0VDRaKlhFtQcVqKDVS2TCirsQyea6Dn6lyFMVZUcVDGKnWsmaIcKKUUUhhSZ60pGBUL3EMUixyTRq7g7VZgC2MdAevWgBWbFYXiu/8AsehTuv33+Rfxrdbj8vSvPfiBfFrm3slONo3n8eKctEC1Zw1yTHG7HqvvUdnFmEued2FGP1ovmJVV7tWlZQKix5BICgkDj/PA/WsTo6D40xghT+Iq1Gnyj5G9P8/p+dPWPIBzntViOPvRYVxIIt8v3W+Xn8en9Ca04wc/cYH0qK2T92SehPX2q7Gp4HHPfFOwAqjowYD12+3+HNTxFWctsbOcD5T+Pb1wP+AmhcIhIHQZx+o/oPxq3DHtQKTnAIJ/E8/+hGqEwQp/eGP8/wBAT+PvVqJVZuCCc9j39PzIH4GiNe46en6//EinyRK8e3AbeQMkduefyBNBIsEeSZBkFvukHtz/AEy34irSIP7v4AY9v8B+dIkKgYC47YHHpx/IVJ5JHKu+0j1z6jv7ZNADgF5LHoM5I4x6/wA2+lNhRcb/AJlLc8dhjIH1x+ppJFdisY2sG5ZT1wMcfyX8al3OFztzz1U9+eecd8n8KAFw46EMPQjBz6Z6dsdPWkaTapdxgDq3Uf447/QUeYo+8GUepGD/AJxx9TSMRIyqDwcMzA8YzjH4nj6A0AJE27dLnaWHGeoXr0+nJ9yBTmjUkk8EdMdRj39v5mpCik54J67sdeT/APXb6AUgjKcq+B2DDOP69Dn6kUDRFtdMkfNjqD168gfTgD3zTVkWWQAkqF+6OxI7g+3Qe+TSuzhxFtIDAcodwUZwfx6AdskntUwEbxgKAUwAAOnpx/Ifialu4yJrdQ+9P3bjAyg7A9/Udh6nJpnmtF/r1AX/AJ6Lyv4jqPfsT3qfymXPlt2+729OD+YHsCajaUIBvUhiRtA/iPIG0+p6DpjBNIYkvPMZBlOSpzx9SfTHUj6DFOiGzKvnzGIySPvEDj6HHRf4R6mmLaPF88TIJDzjGUznoB6Z6epyTUgdH/dSoEk5AV+QQD2P8Qzz6k+lK5QhDQglRuj2n5cn5QeuM84J6Dq3binMQqtKOVA+YjpjtwO3sPYUoDRDnLIM8scsvrn1PYnsOKjb/WBYAGI+8McL3UY9T1C9+/rQAghS4/eyffyQNx5T1B9+7H8KeDNCxEoaRD/Gow3PZh64xyOgqQBJBu3EN03A/MMHP449O7EUHfHkOu4c8gZxzzkd+e3dvxoBDVQN+8hdcsQcj7rHscfyH4mmSSBzsQHziMgE/dGeSSO3v1Y8D2JRtO62ZQz54JJRhkZJ/qRjJOOeBSwqjsykOlyCWO4jfnoTnpj68KBjGaQyxZN5chjkOSTwTjBOPTovGPl5Iq6Mm1IJI8o98445HoORjt3rNJ4VXwG/gODz9P8A4nr60mbw3EDR5Mu7aWBxnDZOQOvy5BweKpEtGr5vlyrswcqQD69x0U+9V4n/ANHlXa2VkbOUbjncP4feq6uwSNZZkDI4UfKB/s92J7+lNeNQb0eYOV8w4C8/Lj+7/s0yTRZszLuQD5T97juPVaieVRZSKRu3uU2r7tjoD/SmFmWYLFKu7acZUeo7ArVd/Na3hEyK6tLvGSRnq/Rh7D+KgDSEqicYQZCk4Xtk/wCz/hUfnKkcsmxSST3HbgD0/MCqzXUaGSabchPyjzcYJwTgEkg9exz7VKVw0UBDFgN5ODnA7+uN3cZFADpmGyK0Ee4vgEDPCjk8Y4B9sjkcUMQZv3ShSPnIGTubGBjGM4weV5HHBqGJ1eSa4zmNCY0AGRkcsR+ORxz8o4p/zCLjmSUnkc5I9u+38xjvQARXIllYsoVkyAOoPqQwwCAeMjGO4p4kDZlPABwp9vX2zzz0OOahljSRVgHQYYtu+6OzZHcnjcOfXpVW4uFVmt5mXy4+G+ZVLcZ8vkhQT1YdCMYxuouMtxSeZunYAIylY1I4C9ScdyepX0xjpVDUby2hxcTpvmwPJRJUWRhx843MAduSQfTPc85+u+KbXS7eJ1iaYyqrugbaFjJGWZuwAJx1bsARkr59qXiGVwCLy7ubjDK73G0BcnsqgKv3VPygcjJyeaTkNIu6n40mub24xKbq2FuEtmRDDGXOGaQLknB4ABJ6NgAMRXISyvNKXkOSw6mkklMzMzsWY8knvUQUDHHOc4NQ2WlYeQQqtjgnFKqljx+VIqlmzjOT0FbmnaNOLi3E1pcMs6koUU8nnaB65wx7ABSSQBmhajb0INN0eW6cfKCxG5Yy20uARk57AZySegrtvD+g3FzHFPeJ5NgF+W1eN0eRgWU+YrAYTPY8kMCSBkG9pPhvyYSut+Vc74VPlTQgKhzlldQ7K4U7OORxuB5wOjKNNkEFIs8ITy3UAH6/d/AVViLlBoFaFI7WILFAuyNFG0EYxtHpkAL7FVxUoMbRhl5QD73TggHP5DP1UjrVqTYincTtwOB1YHt+IH5qapiM+f5chwGzJGvbsWz+JDY/2j6UWERvulyFISMHG/1wc8fQ8/QmopYiIwI0AKHcie4/h/UqfYirkm2NdzAYA6HgDjp7/wAS+vIqmyvdd2SA87u7D19sgA++DSHcrtOZ+ISdmAWkI6cfqcc4/vKeaBAIlwPvE5Of73HP5n8mqzGjRO0SqAR8yE9Bn7w9cB/0eoXIyUjXdxgn+6Md/U4/9BpWKKdyFRFfDMV5CDqVxzx/u5/FRXLa5cma8K8ER5UY6ZJya629cWFnPcHLSLnLHqST0/76/Q1wMhLuzEEZOetCQN6F7R7bzJmlYHavp1z/APqyfwrTnfbKu05P3fYZOP54/OnWcBt7NEAw2MsxHc54/MY/GlKgqyrwCMZ/DFS9SokZUAFjycY/T/6/6VBIWyM9v8f8eKtA5jDNwcfN6D1/UEVVlBZiFOB6/p/gfxqR3KhP71h/e6f5+hz+FWVQZyTk00oqKGx0wf8AH+bflU4U9ce2KBgoxx+v6UKFMciE4Ckjk9jzRuyxWMZ7Z/z9RSpCPOBYbgwOSex/zn8qQyjIN8YBnVIh8vI649zXS6FrVjY6UY7q6jjSE4Uu45BHTHc9axpIUM5DopBAIyPSrukW9qNSiEkEbBs7cjoSP8itKUrSMqsbpmufFL3QxpOmXV4c48x1McY/EjJ/KugtDO9rE1zGsc5Hzoh3AH0pkQ2ABVCqOgAxipwAfyrtZxpD6O1IKWkAGkwadikpDI2zUMqA1YqJxxQBnTJk0VLKMk0VI7laFcAVcgFVox0FXoVwK1ZitWWUHFTDoKjWpKyZqgzRRRQAN0rO1TRdN1jZ9vtUmaPOxzkMucZwRyOgrRJqNjTQM5tvDUll/wAgvV7y0XnCOfNQfg2K881ma7n1Od5p/OdMIX8sfNjgHA9a9Y1K4FtYzzY5RC1eSNueRnOMk5JFKexUNzLuMy3yof4cDAHfuK14mQjOGOf9g/4e1ZdiPMv5ZucKCT7eldDbxbVUDtWVjW4sO49Ec/8AAf8APvVlSx+7Gck8ZI7/AI+uKI0PH+f89atxx7nXk9Qfy5/wp2AdGsq4HlLgD+8f8KtxrP0KIM/7Z+np9aciAHBxj/P9AanRSMD/AD/nk09wuNCzlkAjj5O4/OenX09dtWkE4BPlx7QMffPT8vb9abEp81nAyAAMf+Pf1WriKO2OPb/PYfrTIGp9pz/qY85x/rT/APE+p/Snxu7TFhAcKMYVx3we+O2B+NTIPru/+v1/mfwp9v8ANHv2/M2W5HryP02inYByO3AMEgboTlfp6/U/hTmuEX70cwwccRlv/Qc9sD8akHofpnH4f40kkhWMnHz/AMIx1OeB+ZUUWAijuYWZ3Mm3JwN+V4H199x/CpkeOXBRgwx0Xnt7e2B+NLGBGioM4C7QT3GOv5DP40jwxyn95CjnP8Sg856fmcfhSAkwRj5sN09B/nOT9BTIo0OZCMMxJPqF7c/TH4sailgiIRAHXccZRyMLjJP/AHyP1FTpDKDgTMSD3UEZyDjgDuf0oAeEYcIx/wB339P6fTNO3OiliFZQPvA84wTn+vXoBTFE6/e8txjhgSvHr37DP41HJMWYRSQyoScnC7sgHoMZ6/Kv0zRcqwsTr8zyZjY92XGF7D8Bz/vMakaJGO4jDDupwemOo544H1zTklikfakql/7vfPPODz1yfoKDCgwVzGcZBHGB/Lp+pFSMZiRR8pEgJ6HjPYgHp6gewJqFJEncu68HhFIwGDDBPpk4x3woPrUkyylxCMNuGSPusBkAgH3+6MY6n3p/mRsNki4zxhxgHPb8cY4zwKkYnlsvMbdex6HPoe3fHYAe9Idko8uRSCccHjPGRj09vQc96f5RBJjcc4+VuQ39eRz14AqOaUeWVkj+diFXd91m6nJ7DoTnBwAADxSGRNJJDhEJdMA71Xc0Y7cfxc5wPbJzjmSOJY4g0BBRhkjJIYHvnqM8Z/vE4461IsTwLxmUMTkudpY4559wM47LgUzy+d9uQrk5KkYDH1I7H37Dk0DFKh2EiZUjhgODwOmB0Pt0HvTmaSBAZBvQcZAAb+6AB0JycDpyehpivDI4D/upcdO4Geo9QO3r+lLtkaZtpLJESoU85bHOCPQEAcHkn0oAIYxhplYJMcF9v8POAuOpx0Hckk0siBgIpkVSD8pXPBHHHf8AxOfSnOyMwDqY2z8u0gH0+Q9+m0D60Euo2uPMU8fKOcdOn4bQR6E0ARszQ5S55Un/AFhOMc87yOmO7dM8cd0SVkm8ojcoxmQr09iPXHboAcnkgFGd2Hl25Mi43HZg7RnGVzx7KD7ntio1XyI82wV4l4MXYH274z1B+8fTFAF9iWEyfMoKhlPIHp1OPQGmMwM0w80fPACMyehb/b/2hUNnKJUhkRdw3NFvVOowCp6H0weeDQpk+024O7AgkUn5uoK47exqyC7G5/dMCSDETgEnrj0JqKInz7SIcFYzISOoxgdsH+L0qJHC2gZh9y2HLDjnOOq+oHepGYM9wSeEjRAxHAJzxnkd1POKBEiHMaAAsZHLsB6decYPoOQahkXyY5HgYIWfaiKNylu3y9OTn7pB46VMWKFtoyFAjjUjOSeuO393oaiypnxndHbLhgBnc5GMfgOcH1GKAEjIUxWr8bQMk/MH9B6ZJydpweO+amDht07/ADAjCY5yAcfUkn8RxUbL5i+S43NLnzPYenPX0x+RqNpVhHmyMGtUPBJ3YPTcT1Izxu6qT360gJZHeEAKAbmVhgZxg+uewHPzdDzkZNYWuanZWOmkxgTyQhv9IVd4ibcVbIBBJ+VwY/VNpZcrnF1TxhZ3Ae3hmuI0uRIhvomAjKqgJSKRc4fcyBjj1wVO1hxlzqgWJIrULHGFwxRAnmHnkgd/ek2WkXb7Xrr7C9sEgjZ2PmPGuC5OMsx7sxUMT6n0Fc07Enk09yznLNgEZye9RFc855qLlpCn5cd6kCNKwABJPp3p9rayXUyRRxl2YgBQOSfSuy8P+GLubcEijt5AXVpriFpNgUkHC8AnO0jJGVyRkDlpXE3YzLHQr+H5/wCzJmuGYpbiTaiPIIjLtyxGflU9M/zr07T9N/s1POu5UnviChmRCgxuJCqmSFALAccEcnoMPsLRNNLW0IDzbV33EmCzYwMuwA3FSePZ+OlXkjCYc8nAGW79gvtnlfrirIuQSQPIBJtBlj5jQ9AegX69UPpkHrzS+erorRAyB1yPUrjr7ZA/76U07eZQQmRFg/P3I9ceuMH6qajjVbWaSFnVcnzl5x1I3En2fBz6PQIcsR3F3Ybyc7h0XnJx9CQfoxqvevtjUIMyqQyxDkt149s/Mn4inmWScYhUrF13t1I5+6PpkZPHA5NSJCkGcf6w5y55Jz/Fn67T+NA7lRYPtAjnmkDgDcoH3VGAd3vxtOfUGnPlCScKM8LjvnOD6jO8fiKakgQtFGvmFG3qvYA5I/8AZ1/Cn+Uc5kk3SdAey9s4+u0/jSHcpXCltkpYpChxkcMVPGf++Sp/4Aak8vaoCqFC5+X3yf6hh+NWJhFsJlHykcg+nPH5FqqKZGhDMwTaCGdvUdSB/vKDz/epDOY8VXY3RWaHgfO38l/TmsfSrUTX0bOPkQljn25x/Om31wby8ll5Cs5wCc4HatqytRbab5xPzt849eOQP/HT+dD0Bali4J4Tp2yefbP/AKCahXBbgE59D2/zn8qk2tO428Rk4B74PH/xNWI4lROBx1P8/wCW4fhUGhSZMMyt97JbHYf5I/WoSgJOP8/54q1PlXTPToT/AJ9x+tQElmKxjPOMnp6f4UWJuQttRSW6Hkg9T9P/AB6oo0kljAY7VHHXk461bEIVt5O5jz83b/PNMVCrtnrwRUstAEwuBwP8/wCI/Kh8jaw7HP8Aj/WnNwRk8f5/+tTTukUgfKvv1/zzSGFwuGjcdmwfx/8Ar4qSJjHKkg6o2RSFd9rjPIH6j/69IDkA+ooTswaumdxC++NWB+VsEGp1OKy9Hm83T4/VMp/n8MVqL93NehF3jc86WjsPFBz2oH1o4oAXNIaXikPSkMSmP0p9IwoApSjminyiipAqRDmtCIcVSiHzVfiFaSM4lhe1Ppi06szQXimnij6UUAIaYxqtqGp2elwia+nWGIttDN64P+fwqrF4g0e44i1K1Y+hlAP5HFNCZn+LbnydHePPMhCf4/pXnM2Et5G9FJrsvGU6Si3iRwy5LcEY/OuNvwUsWwOScVMjSKK+kxAxSMeFZlGf51uIygAEk/QfT/Gs/S4CLWLpyxY/lj/CthBUWNB8QPH7tvyq3CpJJAA246t7n/Coo1HH+fT/AAq9boQT9R+gA/xpgSLG54yPyP8An1qZY5DjL9fRP8/3qVUBGcc9v8/jUzAiJ2wCQGYcexx/IU0SwgiYJu3P83Pb8P02/nVtIcY+ZiB6n6f4GmQqEUITwvy9PTj/ANlqZXjHDSL74I9v8TQIR4swkKzBmwnXuTgfzNTqiHlS3TgZP1x/IVETl49u7H3iNp7A+3qwqYuoIYK+M5+4fXP/ALKKYx4Rfukt067vw/o1NbDSxoS27l/y4H/jzL+VAcEbfKcnpkAemPX601J2eVyIX7AdOuM+v+0tArljacAb3C+uB0//AFAfnSqknQSZJ7kZ9u2Pc/hTfNOeYHx+Ht7+i0olkztaGTk4J4+nr6kmkFgQSmZm+VkVR0X1wT+gQVMPNBwUVl6ZDH6Z6f7xqG3lPlB/KkIfL/d9ef8A4kVY3DoVcr0+4fp/8VRcqwF8ctGdvXHBPrjr9B+NMikRi7lsAnALDb0z6+5Y/hTpJwkTOrEN2BH8R7fmVH4U6J4FVVjmj2BcfeA46Z/IE/jUjuDJDKpDJHJHj7pAP4Y+m0fjUYtFQ5iZ4+vzK3Gc+h4+9n8FFTlFc7ioZ+uCO+Rx0/vEflUNxECoSNmXedpO7Py85P8A3yrH/gQouBBCtyiPMpSTfznlDt/hyRkdCTyBy1TNcIny3EMkWc5BGUJ7jcuQMfd5xzmp2jmBUgq20/dZe/BxkcdSo/Cm73U48skYxuQ7iOvPr/ebpUjGrGrAmCUYIPAbKN68dOTnuOAaijcu32iRd6sD5bAfw9eV6/NjccZ4Cio54reSXylUrJIct5ZKNtHXI6njCfVialK3URGJElU/KQ425IIGMj3HTHQHmkUOAAG+FwF6Yb7p74Pp3J7dBSMwZsODHKR1J5PHr/EO5HrgVG0sTAPMHtpGwBI/AbJ4G4cHOd2PQDiiUuoEZ2vv6ZPzDoSSO+PvH3IFFwGyyFiyNErlSQCy/KX4wD6E8FvbAHWnR2qRxhLa5aPZjgEEfXbzzgFsDB5pY1CRlYW3Rpncrc7TjJz6EE8g9WPWpNqOobZuZDna3Ve/H6A9vfigBu6ZNyzwh4+hMf3gMc/KTnIBxwTyelRCWIR5hk5yMxYOcnAAx1HPyj8TUn+qTKTMqr1LfNjbknOfQksfTik+zfapVeWLCIDsI468d+R8vof4jSAaFC8sdk75+cHCsTxwenPTBwQoyOtWki3ktIPmzwV9P89PT8adDB5S7d7Mv+1z/n0qYADgUARfZ4SctGHPq53fzpfIg/54Rf8AfAqSii47ERtYO0Sr7p8p/SkFsFkLpIQS28hhkE4AHPB7DvU1FF2KyKckn2Vd80ZVRuYleVc+nv8Ajj6mnIhRAkxDFTukJH8f93nPTnA56LVrtjseo9apzKYXSK2geRnBKRbD5YIx958EKPY/8BGRVKRLiNury3sowby5hty/3nlcKFAB+UZ9gflzkYJBOK5/W9cjWWE/aY47dAJCkcimVgfuOCr8A4I7kr1ArV1OfTdHtLh70m4nuIpY2yT88cmMxgfwjCoMDH3c9SSfL5fLkc/umEWeFzk49z3NJspRKOsagL2+mmSPy1f15P5nnFZJbGF65rb/ALPSaPciOWyeg4qB9PHY/N39am5dkZ5LNsXn5eOTnFWIbRfIe5uJ0hhU4LueAe1X7XSHLBiCVzzxk13WhaLBO9tcfZP3UOyW3k80EvlQ4kO37oB2kZPQMCuDTSJcjE8OeGX1FpZFvPssEIwZVQszjeyuBnCo42ZGdxAIJGCM+i2Vhb2cPk2UCWsLPubaPmkc8biepOcDccnBHNLAohlZJSGZTvQEfKvJ4x3w2V/3WFWCXkX5VKx4OS33mXH/AMTnr/dFWZkFyEjVPKjZ5I8Oka9SACCPxG4ZPfHFPCeaVeV9+Rxt6DpyfU/db060rSRWx8sf6xjkY5Zmzjd787T+NVoEkkDROTFDHjEY+8VOTjPbgsv/AAGgCd7oLIY4E824z0Xopz3PYbsj6N3qCWD5RPNiQockY+VUwA31O3nP+xVrEcKrGmEAOBgck9M4+oU/jUbB5lIYCOFuqnkkYJx6DgsKAHySbGIADTZxhe5z+nOR+NRbGfh8qmDlVPOMdz/ukdPSi0XbbKoPzIDGzt3YEqT+LBT+NRw3DTxjZHuUu+COFC54/NWP5UAJL+5uInVFycoxAwAeWGf+BKw/4FSFw2UhG49C5H3R0z78FT+FFzE5hfLeZKo3DjC5ByPzKY/GpWMYjwGAU9PoeP8A2ZaVh3IPLCne3zuRnBHf72P/AEMVi+IpvsWnzIG/eXBCj3HRv/QEP41uiXdl0XP8e48D+9/8XXC+I7p59TaIvuWD92D6sBg/nQBm2Vsbi7jhz1I3Edh610zxYC56gDg+3OPzB/OqWgWf7l7hh9/5V+nAb9SD+FaBm8yX5FLkHJA/BuT26v8AlUyLiNtoGKbOm35M/Tgf+y06aZSfLiTeScnB4A68ntwSKfFbyNK8bHGNpwv0I5/FB0qSaNIx5agBegA7DJA/9CFJIdzKnjYqWlO5x823tnqf/QTUnlbRxjgYGf8AP0qdVBBY9zknt1z/AFNRoC0akDJA5J9R/wDs02IYUByT0POf8+xqs+TKGUdsE9hwP8DVxoSc7jn0B+mP8KimAAUjpuH5Z/wNQy0VzHt5xk/5/wAKTpU7KAMmoCcZA5PqOnf/AAFSULCBtYE9z+vNMQYXb6ZFPiBEjbh1Hb64/wAKQD53+tIZfsdSlsleKK0kuXY5CocYq2l74pugdmm2dmnZppt5/wC+RioNEkAvdpP3lI/SuojPHXj0rtou8ThrK0htqJ0tYhdujz7fnZPlUn29Kn4pgOMkcH2pwrQzHDpSUopDSGLTcUA+tLQBBItFOcUVIFKAc1fjqlAKupWkmREmWnU0UtZli0hpaQ0ARyxRyrtkjV1HIDDIrIufDmh3AJk0u1DHqUTYfzXFbDGomIxVITPONZsrWw1A21nEIoV+baGJ5/E1kagAYUBI5atrWmEmszv33EYrA1diGhQe5rN6s1jsaVmgSKJfRP5kH+lXQVH09ufT/wCvVW3iAUZHIRR+h/xrQjXA4A/D8aRVx8XzkbVY5/z/AFq7BvaPPyjOT/e6nP8AWoIVI5PYd/w/wq3ApCIvoB/ID/GnYWpOisGwXPHbj/PanvEMKOTl1HU9MgH+RpVXK5I6/h/nrUjFQYwzY5J547N/iKBMmSNGUYRc4Hb2A/8AZqnUnaxH+eD/AIimIwHRWb8Md/8A7GpFD8YUD6tz1Uf0NADUI+1MB0QD9W/+wqULggYBHf8AQf41EiyO0hyqnO3gZ6qB1/E1MVZlPzMO4wB6NTAdtJGRg/j7f4tTYtpUyY/jLdQOhOP/AEFfyqKfMKjYsjndgne2Bz3xk/wjt39KdaxAwRFoyvAGGye4APIB557UgLSqM7W7Hafft/jTJZU8h/nUMRgHPcg/1amm3ixkRR5xx8o9D/jVK/lU3OyKUK6cgD+HkndxnjgcHHTigdjUEsUeF3RhR05HY/8A2NPEkYwpePk7fvD02/41IqA4Q84OM/kD/WlUlkODzj+mf/ZqljIZZQzx4dSC29uRxgFh/wCPFB+dTBkJ4ddvQ8g4HT+QP51lxWwOtF2gCKC0gIKsD6H7uecHjd2rTMKfdaNWB45A/wBlf6mgYogjcAhE3egHcge3q36VEsCNcs8bSBEToHJHJJ9xkKg/76pZ4Ilhd0t0f5c7FXB5yfTPde3aqul2ka+eNjKAyoQMADBOeVABIC9cdxSGX/JfdlJcP05APPTsP7xP5U395gbVR14yuSMjAPTB/hA/OlMBYbkaRXIwfnJ5IHr7tVLU4y1tjbJMgJds4wMAt8w288KOD6e9SMmVy7SyNExP3Pu7h8pI6DJI3Z7c7aQCDpFKYyVwVDYO3/dP+z7fxVBpqSfYkKSKyuSVDZUjnAx1wMlj681ZeRmUhoA4PJVSDjocYJH+wKBikTDOVjkByGX7pJz/AI4H0BqjEke8yRSGDOAmVwu3PXupBILHGP4aZfTSQllhgkRdmA67ssecgAAjI+ZvoauRsXQGFo5FA+7jtxxkcdNo6UgGOzod88JIRRtlgBLqOO2cgjOcc5JFSpIrRnpKq4+dPvIR0+uOnrknimgmMlAjwMp4K8ofw+oJ5A4AqAhbmaPymj8xzhZI2KsqgZJ4zyBk4/vMKALNun2iQO4zEnA4I3kdiO4GPxbntzeyScmmIiIixoqqigAADgYFPpDCiiigAoqlPqkEU8kCJNPNGYxIkMZbYHJ5J6cAEkZzjHBLKDC+sIbRbu3geS3ALymU+QyKFyMLJtJJOBzgYzzkAFgadFVBqVuwyFuSA4RiLaTCnn73y/KPlJJPAGCeCCaV54gs44FNvcK/mjEVysbSQKxDYLMvB5AyoOeR0BzQBau7sPdppkNx5NzKm8yAqTGm4A4B/iI37MgjKHIIBFZ93e2nhaJxbKrTyKFdw5eSYqMBpHb5iccZJ6cDgCuK1TxIttqtxcvOzz4UbVbIBwASOSFHXCjpljklia58a5PqF28lwzszHgDp+dIDpf7QbVbkpehm8x+HU/dHpUE9mdNumE8Zmt/4SfX1qCBFLK7blHYr2NWbx7q7MUbncVwQo9aBmfGW2jY0itu4UdMVo2WnEF2nVsKm7ysZd/ZferWn6dHFKisFa9LjZBJuVSoBZ2ZgCVAA445JA4zXU6boaJtur62tZ9TLbhO8Y/dHIwqEjcQGUdxksTgZwGkKUiKy8PgvHPerDbpCsJjFtK4O9ckuzccEsp24IIQHvgbis2wLBGEQf3hx36D8GX096qQSQqrIqtceUdq7BlVXGR7D5Wwef4aneOeQFp5vLGeVjOOR/tf7w7etWZjJmihmjkabe4IXGcsynAzjoONjdvunmrLLcz8sfIUHJVeWY5Jx7c7h361EsULRNFDDmGUbWwMKR93JJ+9w3bPSnw+bLbrLM5U7csiDGG64J7/MrUAII4bdvLj6ng7fmZu3J/FT17VG6zm6VziKNgwZRycjL/h0cVMWQboohlR8u1Oe5UfzU1BctO8ayDESRssvqQMhj7fdZ6AJxGsS8FVGdu9jye3Xr/dNIJncExR/JnJZ+AeAen4sPwpBGiHA5cAjzHPIOCO/ulOaZGO1FZwxxkcDBOOv/A6AKyR4upojuZhh8npkgr0/3ox+dTloogsY4XOQBzgZ9Po/6VE3mLNG8rbSytnZ1JCq3f2VqmESwqwVQGHybj1yAR1/AUARM8hQMFwcbiz9TgAnj8G/OoLa32w4I3yITHlj/dJUf+grVh7iFZiA2+Td91BlgCf8HPXHSqUBuZpZThYRuD/Py2CqnoOOqt3oAdqd0ljYT3Z52r8oboST8o/EPXmgLXEp5y7nkn+f9a2/FN4TfNaRyu6RY37j1b0xUHh+z8+SSVx8oUoPcsNuf1H50hm3HZskCwl8hV24XgZwec/VRV2OJEUIFCqWwAB0ySP/AGYU2KVWSNicllDEdeu0/wBTU0UUu3JwmByTzjjn/wBBqdy+g1ysTozNgFT17fdP/wAVVKVmcEopbb/EeBwP8VqzcxZlTJyA2CT9HX/4mkkIMo4ySen/AAL/AOyqiblYW24ne27HH81/qKFxlkA6OfyJB/k9W12ogZiOcMSf+Ak/1qBAS0pjGeBhmHH3SP8A2SpZSImGFyeoH+B/pVaYjYwUbiAeR07/AOFXWtyzHe245IIHA6kf1qOROdoGAeuPqP8AGpZZQZGc/MeD2H44/nUZXB4HH/6v8TVoL+6jPsM/kP8A69QuVUEE8/5/wqRpkKjbKPcH+QP9KGH7xvcZ/X/9VKc+ahx8uep/GnMP3wPscVJRLYN5d9Cw7N/XFddGcmuLQ7ZFPcNmuyiIIz6iuug9GcmIWpOKUU0ZFKM1sYIk6CmmgEiikNgaX6UhoBxQA16KD0opWGVYR0q2maqw9BVtOlVIiJItOpoNLmoKDNBoox70ARvnHFRScIT7Gsi98Y6Hp97NaXN06zRHawELsAcDuAc9RVV/G3h6RSqX5LN8q/uXHP8A3zVCOXuj5l9M2MsXP86xdXGbuAYwdv8AWtlhmVj/ALRrM1JCdQh6EYHP41n1NVsbUK43Aev9BVlCoHX+tVhsSVt5Yc+/tk9OlXIlAxjjp0FFguTIW8tyF7HqfY1dRGP8WPoPr6/SqMzGO3BG0AnnOOmOvJFaVuWeFXbqQScf8CoC5LFCpIzlsep+lJHNEt3HEI9pztwMZ57461MHSPLOwVR1JOO//wBaoPnW7RkeSReTs6DGR3JA7+lAGic8n24/In+tLO2LeU/NwpPBwehNR4ndF5RBgf7R/ho8lipLzSk44AO3sfSgCGwRYWmZ3K4IVgy7VGCO/QnirX2iNNo+ZuB/q0ZvT0FMt7eIOX8td25sMRk/ebv9KtMPnU+hH8xTYFK+VprYlUlXAJBBX0OeM5/i9KmhjuIovLCRAKxOQ2c8segAqSbLW+0n723r9VFSNImGy4yRnGc9j/jSAaI59wDTooz0EeD2B6k+lQmHdPEks8jkqeSFzwq46D/aq0ZSrHYkhGTxtx3PrioTv+2xkKq/If4v9qMf0pFErW6FiWeU9T/rWH949j9Kd9gtgwPllgD/ABMzfxe59FpQkjREl1+7xtUeg9T71IUYhszP3OOP9v2pWGRRWVtIZGMCFgQoyuf4V/qxqc2tuAW+zQ9yMxgf3iO30ptrCm6Q/N/rj/EezAevtTkghYBTFGTgcFQf4R/jSAXybJCQ0VvhTnBRRwGAHb/ZNQQQ2Qt443jti2xckheu1c/qxp13Jb28MzhokOxuhA/hc/1qyJY2ICEtg/wqW/iGeg9FoGVmhsVJbyrcg5PAH+03+FQXFtZrt8uQLukVCFmIwNwB6HptVjWiJN0SrskPAHCHvs/xNV5ZnYpiCU5LHgqP4ZMd/wDaqR3I/Lh8v5Lp1YgEfvi3OBjqfVqYyZJdL9zjnHyEcEn0/wBlatCWTzD+4YYb+8vY8d/9mowX3BWjByAOWH+wP6mgZRNi0l8G+0xtJjc7AFckYQE4bn+L8j61NILh+ZLS2kyN338H+90Zf9pe9KYd08shtoiAqg5x2V29PVhUvkKrZS3jUA87GHr+HZaQGfdLKkYEUNxGFJyu8ngggEFdxzhW4x3q3pu+YPPNl3QCPc0ZQ54ZzyAe4GcD7tDQkqFMMmcbSUlwQcAZ6/7TVPYjdYQuSQZMyc9RuO7H8uaALQ6c0tFR3E8dtbyzzOqRRIXd3YKFUDJJJ4A9zQMhvb+Oz8pSrPLM6oiIpPVgu5sA4UFhlu2e5IB4XX7kajp8EN1cm8Pnh5oHETREKd2UKx5UdFGWJ2k5JPJd4k1O3uDGInjEzsJnljXLbQMou4k4Cg9FON24965iS/jGVRCx7knrQFjUufENyipGJxGqLsRRzsXjgdh0HSqa6/LZW8r2900UztvZUAG49Mn3wKpefIWGEjX6Lk1natG8USu4xuOaAOh074g6jaXBkIZwzAsQOTxj+VXvEXicatZwTWMcLYB3uBl0zxwMZHeuJ04x+Yj3BZYG4DBcgH3rrdY0GPTtLt9X0648yKTg8d/Q0AcQ4dpCTks3c96sR3MslsLcSbW8xSIwMAn1zV+eKOZPt0EeE6MvdGqTRNFn1K6H2cEFTuL56D6UrAXtJE09y0AUlt2NoOa7iy05LO/tR5Us0oKyTCMK2xc4G7cRhSRg4+YgHHTijaWEy3LW+j2izSI2LiZn8uON9u4BmwTk8cKGxkZwDXY2MNxFZstzs84u5IRyy4ydvUDnbjPA5z9S9hbmfY2bWwF5NbxpeSAySySuWCMxDsqDjA4K5IBKogbO0VeEIkJEjPcuOOm1M8jPoeVHU04phvMYRrzw8jdOSP5N60xJjOwYzM2MZEa8Z+VscZ9/yqyBdhF3vZ1jSRBx2UA8H8RL6dqerITvAaRguemRwM/Tqp71WuCVuIAkLAlnTL+6P+PVB27GrrGUkhiiqT0ALHlyOvT+L0oC4hSeU7RtjGdox8xPVfw6rUUMkBkdZGBEchHzN67X6dOjmhp7aMAz3g3HaSrSAf3CeOM96hgnSGWcwwSncqsNsZXkKy9wP7ooAuNKApWONmIHcYwQvvjP3KbPDLLBJHuVBIpUKnPB3Ac9P4h2pVe4dyywrGcnAlk5HzHsuR/F60wQzyyL5k5Hc+Um3uh759aAC28poopyMlwr5bng7T36feamrcxBRs3SyBf+Wa7u3PI90qOC1gWxiygdtm3Ltu52N6+61ceRBmPeM5YYAz3ftQBVnS4mnQiNY1WXaCx3HkunQcfxDvThB5jL5skknfGdo6oeg9ietOllZlQrG3+sj+Y8D76fj39Kciy7cllU4GcDJPy+v/AaAAhYIQECqoXjHGMLn/2Q1Q1C/g01LmaRsLtVQq9yWkCj9R/kVcaEPKd5LkH+I/8AXQf4Vy/jZyi2qKdqtuJXpnB4P/jzfmaAORnmNzcSTyfM7sWJx1JbNdnptitvZRK2cjB9BkhWrltKtWuL0MAmIsSESHAIB6ce/FdwzHbhEJIU9enRv8KV9SkiO3GIFRFAYAjj2BH/ALLV5kCggkDJI5OOuR/WqliDK0iq6go7BlXkj5n/AMasyxqpXIJ+ZR83J+8p/rUoZSuJlbYV+Yl1OQOOSn+JqJI5Hwx+TofU9B/hUV9qUVuzQtGxZdvQjOflbGM9OOtX4GSW1WZAVRlBXPTo1O+orERiUZAGTzknvw39QKcVUXDcdVHT6t/8VUm6MOwHLZOVHOOW7/jUD+YbpAAEyvf/AHl/xpFDiMgNx25P4VUYjIA+Y46D6A/0q0YxtBfL8dz04WmlAIyAMYBxj/gVJ6DRmlHaIDIAHHH4j+lMaJVJGOex/OraLlWH+03/AKE3+NRyryCTg/p2/wATUlIpSDofQj+Y/wAaRx+8Q9Ov8qWR1C/L83Q8DjtTZCSRlWUAnJPbipaKTIiSM8jPWtS3uPEs6KYrWxjjIBVmkLEj12iueJjacbpJiQQQSuAf0rudNbdYW4Jz8g610UN2c2I2RWtI/EAuo5L25sfs4PzJHGQTx6knvW1mowxznOD6inA5rpZzId1o70lHORUlDqDR9KMH0oAaaKU0UDKsVW0+7VWLHFWlokTEfx/jSimkhVJb0yaZbXUF3GZIX3KDyRUlWJaQnFLTWxQIjkiikOXiRj/tKD/OqV1a2wt5G+zw5CnB2D0q83FVbrm2l/3T/KqA4ADLH61k6mp/tODnjA4/E1bu5LuN2MYXYclSELH6VV1JW+3W5YqWwMkdOtZlo051JuMYONxzgEY6ein9cVqRlVAJYDpx+Xaq0KSMW3Pj5v4F+lW4IlUgheeOTye1Ax7AyW/CNgHOSdn6VfigYJtL4Xn5U/HvVcjEBPfB5/CtBBwRj8/xoAfHDGjEhBkd+/U96lA23SY4+Q9PqtNVwG5PPoBnvRlmuUwNvyH731X/AD+NAFgD5QR7f0pu9QpywJx0HPrShOPmJPH+FKqBVbAAGD0/GgBsTMUyF4y33vl7tU2GY8vjkfdHv71FCeHI4O5un+81SGQBxluc9Bz3H+NADXjTy1Jyx3JySfVKsqBsO0dO4+h/wqvK7LBkR4UbW3McdCp/pUwjfYwd8deAMdj60MaHEAOSeBk4OMd2phlT7YpUl/l/gBb+NfSpEt03HKg8nrz3b/Gmk51CLPIZDyTkcMh/rSKRKrSmNdsf8I+8cf3fTNP2TtG2HAGD0BPZu/T1pvnR7CqHeVU8IN2OB6fTvipD5jo5EWOoBc/7/pmlcCK1jyH3SPnznyAwH/LRvSpFtow6gpuz03/N/c9TTLaOTMgaYqRM+Qgxn5898/3qelvG2Cy7hgffO7+FD3+hpAR38kKWM4R4w3lNgBhn7h9Kteb5hO2J2GT1THdv72Kp3lxAYZbZZFLeWw8uP5jyrjouasfaZpJMJbPgnO5yADz6DJ/i9KQx6tKSuyJMZX77Y7p6Z9qiZZSYslBx1IJH3PfHvTkS7KgtNGi4BxGhY4Gw5ycenpUMtusQSSa4lIBZeX2AfK4HTaOw60AOlR1dmkuCoPoAvd+5BqF57Yuv+l+Zgj7rBj99P7vP6VJ9mszIZFtlkkzw2zJ+8cfMcf3h3pxeaQqQqqowfnfp9w9P89aQypFKkqyYju2JxyQ6D7iH+LHvTpVYRvi1kJw3+slH+3/tE+vbtQzlJpLd5wH2qwRVAPKsOhyeqU8gFigjlfJ25ZsD7xHT/gXpSGV2EiSEPb2UYLfxTHPUf7NXrQ40+zwePLTgdPu1VBEDDmCBjhtqLlv4SfT0PbtVqwB/s+FWzlAYzkckqduf0oAs1j+JTv0p7cTtbmT5vNDlMBPm2577iAu3uGPUA1sVwfjcxie4uEeItHCkLcJkN87bcj5icOpwR8oII++1IZxU0jyZ7mQ/pUf2aaNtrAjPORzUCzb48Fcj19KeJgVwWOR0yaoZcihYYbAwDyc1a1yy+16RHdwkMUJV0xnaf/r/ANKy0nXBGefXNWBdSojAN8pGCD0NIDG0zUjY7oZU3xNw6HowrRn1bZp5tIJZvsxbeIpDkIarzw2szFsbD1OKrFFK7AcqDyMUIVjT0Dc8r28g+S6wCzdFPavQdD8PRG3FhcRO8A837RJHMU+YooEbAHkESFgRyCo5B4PJeGfL2NHKm5SwI9ua9NtI5YL+FYw32Z7dt+5T1VlKEYOBkO4OcE7FxkKcMnqaMUUcESRRRrHGihURBgKBwAAOgpx6GlpkpxE5HXacUiioCQVYS2yEkclcnqnuP85qNTI0WDfIBtH3EH9z3LVP5mx+ZSgBBy0Z9T647L+tRrMSQq3cRyMdP90ev1qzMrSrGJow087nzf4c8/6z+6B/k1MLe285GFvI5JHMqsf4l/vfjSXIlaa3dZUO0tIcKRkCN/f1cVbKS5GJIxhuoTsGJ9fagQ1R5cB8uDaNv8O0fwj3+lRt5pmm2oqjyxn5jx/rR2Hv+lTqku1F80HoOF/3Ae9QQqZZrn95ghVUkAc5Vm/9noGWlSXf99Vyx6Kf7wqOOItyXY8Djgdl9B9KUR5mZWnfIb/Z/vH2/wBmgQKsq5LkEd3I7xj1+tAFdI4hGgZc8H7/AD2k9T9KuNJDG+A8a/MOMgDqf/r1XihjexifYOY93zDPVf8A69Wi8UZPKqA2euO70AVZpQ1qoCsx3RHO04+9H6jHb1qUtKUIEeBt/icDPD+maZLLE8aqrq5EkeSvzdGj9PpUkJMy7UVt20YGMc7emf8AgVAEW2UyNucKST0XJ+834V554hvBfanIwkLRJ+7QnvjrXYa9qEmm2M7iNllf5I9wGNxLnOM/5xXA6fFLcXq70aSJDvdQOoz/AI4H40xpHSaRpdzaQRTLOqbyjtGO68d8e4/Ot7aHDHnoff8Av1n2eppdskGWVmX5QpGOdvpkjp6dq0DAjQPvYk7T8zknH3v8az6lvQyhpkxmubqz1AI8srkqB6OwHNae9vLiGx2KhcseMn5M/rWXa6LJAVe3vCE8w7wCVGA5GQAf9n9a15uZA3Jx14yTyv8AhREctjDur1ysyyW0YRcocsC5wPQgZHStpYomtw45UqSAeOMP2rINxcyW6JdWoMZIAeVMYzjHP5VstcwcorhmGcKvJH3uwzSW4PYUJhjhQOT0/wB41Vcf8TCLn+A/+hR1P5spkIWBgMnJc7e57df0rOmm/wCJgsckuwj5RsX1KnqeOgzTJRccDyyeOnrx0FVpLiMAhSXPP3Bkfxd6nNtGV+YNJwOXOew7Uydf9GlCru+U/L68NSY0UYjJK0gTamGY9dx5J7Uht1L5cs5z/F+FFhEV83cjDockHnBPtVplBx1/yRSZZiB2MhXdgZ+6B059qsTqCUB6Z/pSvbJEcrIckjj8fapp0wyYGfm/pUjRmNZxIeATn1PSuo0w4sIfYH+ZrBnAAOBW9pQxYRD69frWtDdmGI2L4zT1po6DBHvTgR6j866zlQo61gav4oTT9UtrCGMSzSMA+TgKM/zroNuD/jXKa1pVvaara38IVXmnCyBu+emPToahlxNXW9ei0ZYlMbSzTNtjjXqTWZ/afikh5l0qPyh0Qt8xHrVWd45viA0s7ARWkOQWOB0zn+VaE3jbSYZcbpnQNgypGSo/Glcqxd0fW11RXR4mhuowN8LLgiirFmdP1JRf2nluZFH71fT0NFO5JNEOBU64zUEXAqwCFUs2AoHJPbFORMTn/Fmpva2lvZWuftN3IEwvVVHLH/2X6mtXRpFewOFClWw20Y5x6Vg6GG17xHc63Io+ywfubXPfB5I+p5/KtDwtcPcJqBmVfNW6ZSF9Bnn8sH8ai5pbQ3sU0/SuV8ReOF0DVGsf7Oa4ZVD7/N2jB59D6VgS/FWfnytJiHoWnJ/ktFyVFs9HIqrd/wDHvIMdUP8AKvNpfijqxJ8uxsl9Mh2/karD4ha3dSRxstrErNtIWE5xnHcmnzD5Ga4HzH696zNXAF1ASeMH+YrWAwxHuazdaT/Uv6ZH8v8ACpGbMWMscehz+A/+vVqMBQM9B61Rt8vtIPVFP6GtCNME85Pqf8/SnYZNgvEVVc8Hnp61cSPI+Z85xwOB1P8AjUcY3Kff/wCt/jU0PzRoTzwOv0B/xpAWYgFHAwfb8KB/rY2/2SD+Sn+hpnmBchfmOOg+n/1qVgxK5O0ZIwOvO7/61AEzsqggnn2/H/CgszKdq8Hufx/rihUAOQOc9e/U/wCNO5LL39/xB/rQBHChYPubI3nheOpB/rUyKBggY4z+imohIsbuuRnIOMZ7D/4k1J85Bwu0dt3XoR/hQAXXFrIF4Ow89P4T/hU/mgkiPc2ScbBxzuHXp39aiECybtxLk5GW9z6f8CqS3JkhiYnIKhjn6Kf8aBxJEEj4OQu7HT5j2/xqIwA3MUsmXIUj5+f4Vb/2U097iNMxIS8gH+rVckfXt274psvnsY2KrAhfb/eYbtyj2H3h3NSUiw5BBB2hV45P+8P8KQ3sbTFIVaU5zmMDb1x97OP46EtISQ8waZxzmU7jyQeB0HU9KmLLEjM7YYD/AD/6AKQFaH7XskJaOAbwxx8xOFQ9TgDgZ6HrUn2JCp3tJMyrtAd8j+LqBhf4R2pqtK15KETapVRuf5ehZc+vRk64qbY8jBncsg5xkgdm6d+rUhhmGMsikYJxsQf7XHyj/eqO2eaWCJ/LC/u1JLnocKenXqh64qUvHAPIQgNjARRycAjoOvKio4GZlMUaBArsDu5Kgnjjp91wetAErQM+VeQ49FG0fxL9fTvUE7QKyNCgdxIpZ0XPG4Zy30c9SKmZY44y8zbyBuYP90Hr24xlW7U2XMkbwRr95Sqs3ygZBUe/de1ABvn24wqkDIJ+Yk4B6Dgcp61FKsSqY3ld2ztCqf8AeX7o/wCA04yRi2W6u5NqkB252rnrj36sOtMVpSPKtoFiHRXkG0emdg5PO084HvSGM2mK4VkjSFGUk7vqG6DPZn/AVAXSU7A0l0+OiY2A9ME5AHzKO5PPSi7hh277gtdOmGERAKgdSAo4GVLjnPSppd2AJpQh4ConXoPzGQpwMcHrQMr7XGC8iQL18qBdzAeucdNr88dutWrLzF8+3csG4dd5y3PBP/fQb8xUOAgACeTvOVjHLsecDjPXlcjJyKhEiW9xFKFUOQTtA3O6YG48Z7bW7jIPIpAbC9K8z+Ixmj1EM0jFHiVVjIwhX5vugnlgd25h2eMEDGW9MBBGVIIPIIrlfHXh8axp9vdxKxu7JiUCqzF0bAZAF7khTnB+7jgEmkM8h+0sI1jYY29+5oWGWZsqOTwBnvU+r6fLZbGcYDqGB9QavwotvpMdxG2ZYJQ5GM5U1QGTPbXFo/71WQnkZ71ZtrnfGUY5YV3PjJ9KvdBhuLbyxKY1cqn8LdxXm0JKzkUBcvdyaEQtJxQMt19KvWERdxxx6+lAzX0SEBkB3Auw6dgK9Js5PN1LaihEhtwSroN2XPBU53AEJzkYYgYIKtnitBtftWoxRqpMYdQQoycZ5rvrG4N4J7lPM+zySf6P5qPG+wKq/Mj42/MGwAACMHqTQ9iFuW6gumIiKqpZuoUNgnHQfnip6qSSq8xQGNnAztY4IGOD9O/4CiK1BuxRtZppmeOSWWEKAAzxEKcjBGGUY4BOcmrW65kVmDW8zdeQQPX1Pdlp2do5Z4xgjEgyAPr9PfvTnQ7tzwI0mfvLjOc++D94jv2NXYgo/boxqKQSWyF1ygVXBySQf4tvaM/99CrDPEi7ZrGRSRj5Yt3OPbPdqqWcUqygzXbCFzkb2Pzj+H7wwDtHUHuK0yJxyHUn1Zcc59R7n9KVgK6z2ZJJV1BJb5kdODlu+P8AZplu1krSsLiP5pSCDJ6bUPf/AGG/Ol1GZotMmLqUjYbN8TZ+96ZwB8o6570zS55WgdZTI2AseChyG68kE8/vPocZ4zigZaItZIwUmXcVz/re+Djv/tU+c20dvLMqqwjUtweoG4/+yildrbdvljTb94b0x79/oo/Gs7UUtcwwW8cLSMzE7It5wAFPA54Jzjvj3oA0rW2hitooSkTFAqElR22A/wAjUqhDGcBFJHQADHy5/m1VbWytntklMFvIzBmBSPjnLDt6MBVg6fZg7haw/K2P9WOm7Pp6JQMjubiNZEUsmTJyWYYHLH/2QfnV+BTHETkMrY78fdUf0rFeFpNUjihWJEjGG/dHGSBuyQMdDx061tsewAwvagCK5gtrmEwXMCSRkY2uMispfDkNsWm02URFsEq+XQ46gN1FajZpnzZBBOfWi+gLcx0S9t5njubXIGCrxY2vnHHX270y5M5sJY9ioHjK7mbJxtAzgZz1rRuCWcck7QdwHToe34iob9d1pKodRkEYc8feGeuf7tJIbkzm7DTJvMEsdwiIr72AV1ZSMnG044rXnVYY3mmmlZEznaMdz6c9qWz/AHUGyV4+cDqM84HYY9asLIjg45yPT2J/9mosK92ZTS2jmNreQ5+6BsLHIK9QecfTvWpaEtaISytuG75RgYPI4/HFV5LS3F0JDAzM8hIDAbR94n72D2q6VfKkIqgcct7r/hU2KdmNIKsSPf8Akx/rVCa2kfUWkEi4yp5PzAZwRj8DV4LI6j5gCQOg9gO/1qHbully7HAB5OP7x/rQAMVGASo6Dn/gNQNKMbVBJx2Hsf8AGrBiQPnaMg9x/n0qM5U46D/9X/16Q0UVD7CQoXLMct9WpzREk7pCcdgf8+lSRjMC+4/mP/r0MPlYAdv6GkykVJI1CAKAOR29xSzqC0f+8ev0qRx8yDH8Q6/X/wCtSSD98g+ppMZUnQYFcdqUPiBL+d7Eah5B+75LEL78A/Wu3mX5a09OOLKIdOv861oq7M6zstjyxJPGEefm1Q/ix/nTv7Q8ZKCRJqPHYoT/AEr10Y5xUgc4xzW/L5nLzeR5do2reKX1a0jupb7yjIoYvDgAZ5z8tdd4ucRPprbsH7QAB6n/ADmul3E9a5XxsoaPSyOoux/I/wCNJ7DvcoSww3fxEntZ1YoyKcHvhQf/AK1dpHY2sEHkRwRiL+4F4rkfFltd6bren+ILOJpQnyTqB2HI/Mbh+VdDb+IdMurQ3KXkflhdzE8bfUH0IpIoxoo10PxX5VrGBbXMRJi/hDDPI/KioNOuH8R+KHvIY3FnbIUjc8Bie9FMk6mM9KxPHF3Pa+GZBAxXzWWJ2AyQrZz+NbcQ4qd4IbmMJcRJKmc7ZFDDP0NVImJxuneOPD+l6XBax/aX8tArFYNuTjk81V8EeJLaK6k094bsyXtyzxMyDgHJGef8a7iLS9Oi/wBTYWqH1WFR/SqHh7Qm0JtQLSQtFcTmWNUyNgycDkDtis0jW6sLqfhbR9Yvje3tu0kxAQkSEDAzjp9TVYeBvDYOf7MB+sr/APxVdEG96Y1URdmMnhTw/Cfk0i1x/tJu/nUp0fTIlxHptmnHH7hR/StKomPbFNJCbfc4mVNszjHQn+dZ+rqGtVPYMP8AP51rXiFL2Udt1UtSj32D4HTDfkc1PUtbE2njdbQn/Yx+RxWigyQf89v8Kx9KYtZR4GSrsp/EZrXRefm/Ifj/AI0DLaSEKAq7jj8O3+FTQRny8M2cZAA+pH9KZCFwOAAf8/1NTQn5mGOAwP4YB/xpAToAOg49Pz/xpX5QegYHj6j+maZ5gHCAs3oP8fwokjZo3BODg4Ufjj+dAEpk28Abj6D6A/0pdjsPmO0DsPx/wFJGFKKVAwwHH1x/Q07dgbm4A9/zoASNNlyxA4KjH4E//FCpgcfMxAUckk49D1qm1w0jx/Z03KAQZG4UZHr35UdMj3qwtsr/AOufzc8eigZ7D8c80AKLjdlbZfNZcfMThfz79O2aWG23oUmmYjeV2ocKOSB79xVhcAZ79ePz/wAajQiO4lUAvIMHaOTnGD+qD060ikWYkjRQERVX0UAen/xRqK4kRIWzlpFG7A5IKjOMfVP1qQRNITvbCk42rwMdOT/wMdKkCjbwoCYyQB26/wDxdIY3bJKQCwjQ8ADkkcj6dCtPRFBDqvH3izcnHB7+xIqvBKRCsMalmj+Q4PA2/KCT26Kfx71MFaT/AFhyM5KrwFH178MfbikAyWUpPEsQLuoKMR/CcHv2+aNRz61KUkc4d8KeCqemT/F34cHjFMuD5VsVUKGQblGOjAhsD/gSY49acshmwIhtjbHzt1K+w/3WXr6Uhj90dumPunrtHfv0+qkVCrt9raKMeX5qggsOePlzjtwydcdKlISFWdsbgMs7noRzyewyrDI9arS3EkqBrZCIoyC0zjA2kYOB3wpBycDjqaAJ3aC3xLKymTqC5z74HpyG6DvTRJcTgJCnkoRxI65YjgZC9uCp5x06U5Yo7djK7b5+8sh6HcMbR6bvT+9SgvKPlXy4vU/eYYPA9Pl/9BoArQpDa3TDYZbnIZc8thufoo3BxxxyOKmZWKkyybIschTgYxjO76bTx6Go5nWBx5QG5P8AXHrgHqxPsQjZ54Jp7IEIechn/hTHQ88Y+pII9xzSHcaAzoFgRY4+gdhgdR0HfnIyezDrVa3GFeGBdxX5PNkOcqc7R+WVx0yvvirMxAjaS6OyNRkxngkEcbj15AxjpuA5NU7iN7kCeRCkCgKIwcPIpxwfTOMqvqCDjpQMTeZS4tmDLkiW5fn3O31PcYxggjkjBFRY42YFljYjdJj55T14/mvqCQvrUuBJGrOo8nAEUSfxDqPw7qOgwQfYKyGQZAacjgD7sYJP8znHvxx2AHWVwsbm2YpjPyBX3bM9FJ7Z6j247Vau7WG+s57O5TfBPG0UiZI3KwwRkcjg1hRWvlB33tJEvy5AK+aQe4zz833mzy2OgXFXodQa3yl02VQAGXqAfRj/AOzfTODSGcn4h8L+al691eC4uGcSQfuWDBGcgKSMhto2KWJz0JHIzw0kN/o7zWcybcfI6MO3pXuMyx3KRksVeNxJHKhGUYchgen8wQSCCCRXO+JNK1bU3Ekdvp92gMjyHPlSsv8AAiLgqWHHzFgCT0WmmhNHk01xK1sIRlYxzg02ztjIDISMDoa7PUvCstrcbHgdY3XKSMuVJwPkyCcNlgoB+8eFzVJPDSR3DQyXcMG0EkyNtHHH8ww+qkdqdgvYyIYFJyW4HoOa2dOsJbyRIIU2q3XPWr1jpWmW80X2u9gYSI0iYmCB0VN7EE9MLhuR0IPQjPTQ+F2uFhSSWS1tgo82Hy1EpYlX+WVXJXHKHHXLEY+Ug0Fe5Lpmn2a2FvHaETyvJvaZCCI9p++GB+Uqw4BDbiOmMkdHHGkMSRRIqRooVUUYCgdAB2FRQW9tZReXbwRQRgD5Y0CjgADp7AD6AVWmvjKRHbHhs4kI4YjqF/x6DrzSs2F0izLMNxjT5m7jOM+oH8/p6daqsomXlBKoP3W4ZT3x7/qAOtVeVUnBkhBBdDndGepPqR39T1GRxU4dWQOTvUr8soPOCOQfb1PpxirSsZuVxyb1z5Eu/b/BP16569fU9D0FRTyoEEOZLRpML8/CgcZ56E7SeOCSw6VO5wFMo3g8hx1A7/TjBOCewpsIZszlRIHXA3Y37Oo+ufvEdhgVQyyokjAXy1deBsUYI6cY6EfdX65pg8lZBwYnHRhlOeRnI98nv0piQxK2LeRoCo+6On/fJ6cc9uSOak3zR/LLBvB4Pld+gPynkY6d+tSAy5R28qPezI5G4MufkGCfTsqD/gVTqJIv3axR9CPkIBzkjOMepP5VVtvJnuJXhcLIvyeWp2leeu3jGWx1HRBVsCUL8sgZMchxjAIPOenTJ/EUh3HCYJgmKRV/2Uzx1xxnso/OoZjDcXEUEqJJGFLkuv8AEOF6+pLn8Kn3urcwEgnkKd2DnOMdf7o6VFDLETJI8nEhwhf5flHHU/8AA2/GlYCwEhwG8uNl6g7Rx3/kFFJ9nQHb5akfd6fQf/F08xQn5hFGcnPCjPr/APEimNENwUBuTtBDEe3/AMVTGNt7ZIryW62BWKhV4+bPJJz/AMCA/CrHFObAAUdqbxmkAh5zio5ZY7eB5ZG2oi7iT6CpRVPUGBiER24Y5IYZ4HagCCCKB3edQrCRtxYnOeQP6Go7sL5DxbBlxtyB3PH/ALN+lOQFYwiGNRjGFQ/T/E1DMZHkTLL97djaewJH6lapIlsmwFO4Dj0H/Am/wqQlI3UM6oScDJx0IH9KiTzNwG9cdPuH1A/kKoavb28vkSX07rGpK/IvdsHJ9utKRUdzSZN00Y4BwxBz6gD/ANnNPZiQcHqf8f8AEVnabAsRmeG4aSE42sDnHBOP5VeMQBH71jj1Ye39BUoctAPBOT0/xz/7LVVCoklLEYMm3r6AD/Gp2iQqeDnvkn0x/U1DEi+VkIMnJ6epJ/rQMa8iYznn/wCt/wDXqKR8xuVRyME/dx61c6cZ/wA//qFVrgfu9p/iwv6gf1NSBAquqKu0KB3J9wP6VGUYgbn4x0A9gP6mrLZ6jrj/AB/xpknPP+e/+AoKRVEa+fHjJOSTk+xP9aVxm5HoFP6mnpzcYPUA/qQP6U3rNIfTAqWUQzfdrQsF/wBFj+gqhMDtPoBWnapsgRf9kdRW1BamFd6InHAzUi9M00AZpw4roZyoWq15YW1+qLcx79h3Lz0NWaTvSsUSMFZCrAFTwQelZB8L6KbgzfYUDt1xWqKOlFh3IreCC1iEdvEsaDoFFFPooERR9KsL0qrH0qyvSiQokg6Ypc/5FNGaWpKDmk606kx70ANqNhxVTVtTGlQRym0urnzH2BbePcV4Jyfbis2bVdbni3adowBP/P25jx/wEjn8CaaApaqm3UH464NVJY/Mt5E/vKRVq4i1EKkmpm2+0sSf9Hzt29uveo1Gal7lR2MjRHPlzK/VcPj8cGugjGK56wXytZmgPG8MuPwyK3YmeRVK/KAOSf1/rQO5cRsAqTz7f5+lTIC0u1uAwJwO/b+RqO3XbwBkjqfX/OKsEBWQ++M+mRt/+JoGTIAi9AB3A/z9aeBgDuB09v8AJFRPKkWAclmPCjqfp+dHlPKczHao5Ea/1P8AhSAbHNuUxRLvZCUODwvOBk/THv7VKsIchpW8znIGMKB6Y78GhF8t2jRQqADbjtgbeP0NSlgFyx4znJoAbICsZZRl0O/8sH+lTlkjOOrHgAcls8f/ABPWoQXccDaD3PU/T9aktYwke0ff+6T3OOP/AIk0MZII2kyZCUXHKA9RnOCfxPSnCMRyREfKo+TavTdgH+afrTsoqgvgJnoe3H/12HHpTZVlliyBtAyy+pIOce3zL+tSNEzyIDszu4wFXk+mfYY28/rRtklAMh2J94op6d+f/HulLEsfl5TiNhkHuQRjOfoVP4UrSlSABufP3B16/pyGH40hjY1McrwqoRSoYN2z9049OQn507zGkXEKfIP426BeTgDuNpbpgcdahlhZtsssi7FJDAdNpAGf/QGz04PFWZJUiQySEIM+nJPpj67hx1yOlIYiQlWyTvkH8TevTp2+YD86rJchDJaW8ZkeM425wgXqAx6Y2kjHX5ehxT9s1yMyFobfoQp/eHGByf4Rjacdc9x0p7Klo8bLiKMZjMajABzx/wCPbl+j0AKtoXcNcuJXUnGRhEJ9F9c7Tk+tPeQyZSJA/Ygngdflz/30uOucZIpAHlGGDLF2jHDMuOM/Vc/iKdIyRKExl/4UQemOcduzZ+tAENuqxxt50rFovlLsecAZDD0yu0+oIPXFPLPMevlIT1A5Jzz+Ab8cMajkiMU6zy7Ou1hj5U+bg++1jjPZWz0FSlnnJWP5U6Fz1J6YHv2JPtQA35UPkQRhm/uk8KCcDJ9eWU9yMdKhSRbb5ZQ80/Cpn70inhfpkcH0K++alllWErb28XmStyIzwOeCzHtkjBPcgH2qF4jABMWaa6J6sMeYDwVC9gcY9mUE9aAAxkbZroh5Sf3cafwlvTuWPqAPmHalJPE0/wAz5ARF9T6fXB5/hIPbkqki+WJ5G3s2cLjHXgjHucg9ww9Ka7tEpmkG+Ujaq+mTyMfh8303DpSGZrXcltfugEWCMvkkLGDyx9FXoST/ABZA9rBkE48mKRmQjfNKBzgjle2CR1HoMjnql9CZo1hLM1xI4YAN8uR0z7DqOzcdzUfl+UPs2WkgGDKx+Yjvz3Kk89Mpk8bTQMlZwNsiBQAAsC9hxgNkfj83oOarzssIbOCITwG4LOcfkM4GR8pJ9qmMrFTcIckgCHnjB43cdjzyOMDmqrYWdY9w8u2UyNzzvOeQB7ZOV7svHWpGhi+dZgrE5yqjKkcO7cnA7Dp045HFTrqzR5EqspDBSY8yLnGccDP5gVX+UKm4qASZXGRyew/u9+vHSoTIWlthJyxDzYb/AOy/3uxPSkVY2otZtnwPOjLem4Z/LrUstza3NvJDMscsUilHjkAKspGCCD2IPT3rAWLzEjDqzBo2bBBPXb2IYVA1pCA4EEefs4cfux1Geny9eRRcLHTtqlqpwZ48+m4Zqu+rBwBBGzFiQpf5ASOo55/IHoayZUdFlSBGx8koVSVLAHkDAUDhf1ptkJREULZl2rMu1hnIxnO3r6nkfeqkQy7I893tEkuBIu6NVHAcdiO/pzgcHinxTK8ZfG1GYiVByUcd/fnHsMg5qAGN0OGCxTjehIGFf652j15yetOMhVjcYBz8tzH1zgfe564HOTjKnGOBWiZm0XRu8wAtiYAlX/vL3P8A9ft2qLYysXgAV85eJu5PQj0Pp69++HKE2rG7ZjY74nDDt0we5HY9PqRTcNckDOwBSwkAI8wHv64Pcnk9sdaoVhUfz93k5WNeZI3OAWHUEegPJPQmrKFSW2nY4PzK3r1yfXI5J/CoTEHdQuYp0HysgAIAHGPb27dTg0ok3MsdwAj9Udejf7p/p3PPTmgdyyzg4Eq7eeCeR06+3qc45wKbM8qDyo5PncEIrHBUdS34Z9OWIprSmBC0v3FBycZxz3Hf5vzNJbRsB5qMsZbnb1VQDkD8OCfU/SpsG5MVt5I1hmiCqowitzjAHQ98D5eOcnpSi2aMgRTuh7Bj5itz74PXA69jSiUKpEqbVxgsfmX8T3x745NPEY/gLRn+6pyPfj26cdyaVgIpZ7hBsKLvc7EdGzk/NztOPdu/GKnjubdVEe4xKvyiOQFDjpgA+2BkZ61HE8skhkZPMQZRQh65IBPPY42j6HtVgSRyExgqc8bGGCfT5evJyfoKB3B44zltqhs9Qcc5xjt/Ef8Ax2iBAG3Bm2qOhOfYdfbn8aiNrCB+7Bi9GiJXA9ePbn/gVTRo0MIQsWbjJOP6Uhji3JNHrScdaWgBSQoyTx61zsl35tw8h3hc8Db29fyGfxrS1a5FvbeXuAaTgZP51io6heD7+nv/AEA/GgC2J0OCCQfTHfHT9aFliknLFh8ijv6nd/RRUatxnOMf49f5n8KmtSNm7H3iXx+PH6bRVohk4kjwFLr7/MPp/jWVPqN4NQnQW4uLbj5SvHIB4P4n8q2Rzxn2z+n/AMVVFtQZLyW3khCgY8qTd1yMgfieB7j3GVIuL1JrB4FtflVYlcltm4ZAP/7P61P5ydDIp+je2PX3NORQqKv90YJPf/ODS8j/AD/nualLQN2QTTIsbMGGSuRj15I/UijcqKAAxCjHAP8Ah6CnyN8yAZOSDx+f/wAT+dB4z6f5FIaId2Rwjn/gNQysxdBsPXPJ+v8AiKtNkjOBn3/z6mq5Cmct12D+uf6CkUMbf1wqj8/89KiZXJA3/XA/x/GrBxnt+FRtz9T/AJ/rSYIhgUBpDkn7o59gT/Wmp/G3qxp8ZCwM56HJ6fl+lNjUrEo7kDtSKuV7hWddinBbgfjVZdL8RREfZ9chkA6Ce2B/9BIq6y5uY19WB/KtJc10UFozmrvWxS04a2k4XUPsbxYPzwhlPt1J61rdaYv+NPrVmKCijpR0oGLRSUhIHXigBTiim0UgIIzxVpelVI+1WUJqmiYkwpaQUtZliZopcCjFADTjrTOo44+lOxSGgZj6zGWiRgeQ3WsdRXQ6hHvtWx1HNYIB9KGETGvlNtq8Uw4yVP64reh4LDHAPH0PP+NZmtRbreOXH3GIyP8APrVuzuVa3iYnJaPBCjnK8fyNIo1IiFyT9fT/AD0NOLSSxsIlwv8Az0Pt04/LmoIo3kYNN6/6vsPr6960FAGBjp3/AE/+JoYCQJGq7lH+sGSx6nPc1MM8e3OP8/jUKfKrBuACcE+h5/qR+FO+aT1Vf1P+FIYkjkSJ5Y3MMrj68fz21KsYzlvmPXnoPak8oGIqvAwBn9P8DThIDGHPC9T6Duf6/lQBIOO2T3pquEuGRMs7gEYPA6A/+y0LukOB8qevdj6ew6fnUjBYlDKoAU/Mf9n+L9Dn/gNFxolSLBEkjb39PQdcD/x6p+FO4tk+vY9v/iT+NQtII+MZY9AOpOT/AFGPxpQhc5lzwOF7KMD8zgg+nBqRojhYsCgO2NGOD3K47D/dz1/u8VbVFTKqcNnB785/+Kx+dQufLmWQKMn5HJ6DnjJ9N2R/wKoxJJdDbCWSAgbpRwzDB4X6j+I+nGaQyS4nVg8EcfnSFeUJwqg/3j24JHuRxSWsPPmTyebcoSpY9AeOR6Ana3rg1NDGsEYSILGuc5x/FxlvrnBz71XeUiYCEbUchHZucMDwPdiMr+C0hlp5Qrqipvl6hOwAzgH0H3l/Km+Srq3mFnyMbvQY7D6cj/aWnIqopUElSSxJ6vxncffA/MGmFzMSqNhQSGkX2POPofm9gT1oASOeSRNg/wBahIkcDKqe7Y7jowHo3salRVhVizYYj52b8iCfQdMdNpFQOqWZEyhY4x8shPRcH5T74JIPfaw9KkWLzSGkG1P4Ym/IFv0U+xBouAhX7SMMpEBAwrcbh059ByVI9x2qv57Ru1lEN04AIZ+mw8At6ZztI9QDwDxNPcOzeRb4aU8uz/diGcEt6k/dx3wDwByySCO1t8ox3qScuMtIxGDu9c9G9BtI6UXAciJaxHlpJHOWLdZG6Hd+o/2cAjFBAjVppiC3O4kcDsRj9D3zyPSlgPmI00i4kGQ6sd3l8cj37BvUHNIoMsgkYMACPLXPOcYBPqcdB3HvQBn3lw9i/wBoMe6R9/7t2wExgM3c7uQCACWDDB9ZkuYfJe7dwSuBtVgSnTC57npg9/u+mZJYRdpnOxFU+W6/Lt4I3bj0UZ+U9QevFULe1jW4M8MasinaVRBmRwMFsE9s425weSOcEoZZCvCGmlCm5l+XZ6dcJ+GeR25IOOKZjIFtyWb55DjPHc8Z6ngEcjvnFTxskoN1vHlbf3ZxxtHU+pweh6qACepqBt6QmXkyy/Min5vZcYxnHJyvPzHNAyvIFieW4RlWOH5ivYnHJGM89sr75BquHxHHDKPLkmcyOGAw3fAOcN2HBB5HFWZk3/Z7VeVLGRy3zbgDknjqS2PQ4zxTJNrNdTOgKKAjE8gnHOTjH/fQzx1qWUiBy0n2iRC28nylPJI5xyM56k9j0qNgqzTsh/1cIHycjuf4foO1Dw+WkCZ2DO4oxG3IHYMcdcdCOtRMsxjunkVXDvjJz2AHRgff+KkUSqoV0UqoCxEZOBnkeoB7UxNpntWypDQMD064XH8X1oW4d7rcIpBhP4Tu7/7LGlikbZaZEuQQp4fn5T/hQDHxHalvgB+DG2MY9ewOelDnyoo5D1t3KkueicA/e6cEHp2pHeWOOTMMrbX3DcMccN/Ew9T2qm1zO9xcRxBQcbticnC4yMKOcqeMHsaaIZpBWy8fzKx/eRsc8HvjjPB54A60puBG/nIrEkYmQDpgnk9QCD3Y8g9KrwQtLbZbe8sB2sgPcDvt9QQeSatIscLI0YVYZBtyuAAccEcY56cAnpzWiM2LEmx1iuOYJf8AVgH5QfTnGQOxbA44A4q6rbj5Mp+bO5Gzjd7/AF68n04FVY0C77Z1O0rkYOOP6Y7Fj0x6VNExkDWs7HzV+cN/fH98e47k9PTBGaETn5/klHzDBVx39/XJ6Y6n6UjEFWjnAwTyx6N7+x9+3QYpnmKEKzEKyAsWBxx0LA9uep6np6ZaN0r7JxhOAqlfv88ZX37L36mmIRDIjLKVd4FOU/vjAGGx37kDrj5iM1aTYyrJC4XOMEDIP4e35nrTPniYk5ZTnOeWA759fekMQLmSF/Ld+4/jPuvf6/wikCLPmFGAkAUjOGHIGOn6H8TTJCAVihbYzZY7eQqjr+vAx1JPpUX2rygFljIYkBVXBDkjjb6npgdRySalhgaMGRWAduWwPlHJwB9MkD3yaQyyhMaYaP5VAAKc4HT/AAA9yaeSkiY+V1x0HTHT/wCt+dRCYrkyDZ7jkfn+g98mldUb5iuG/vKefTgj34H4mlYY+OLEmVY7RyQTkED6/wCeKexy2cUIpjhCk5J+Y5+mMcUo4pDE5p4H5gU2q2p3ItLJ3/iYbVHuaAMLVJxdXzBhlE+UZ5+tVFhQsMJtPX5SR39vfiokDYGHJJ7H/P1/KrMQcDAAb3H+fTmmkId5J4USSLuO0Y545z+mTVxIplxtmz9Uz/LFQQsTIxKMFHyj69z/ACFWxIndlP1/L/H8qsgeonA27oz7lTVEW9xIm2RF8+U7mcSHIKk4xx6lTWgpGQcDn/8AX/h+dOiy7O/BGdoI7YJ/rn8qTHEoWsuqRXPl3MKyxEH94hAC4565/Q4I9TV8vN08nr/tD/Gp8kYPPA45/H/D86QnCnJ4xkn9P8fyqSyr5kplLeQ2ANuNy/X19AB+NOMkvQwNj/eX6ev1qSLIj3d2O4/jz/8AEilOeeeKkZXLzdRB78t/n1quhnILrEnzHu56fl7VbmJCEhee31pmAqgYHAx0/wA+lAyvic9owfbJqOUTKjEyKGxnhPyq0wyef1qFxvkRcYyc/wBf8KljRBOs0UKxt5ZU4XP3TVOV/M4S8Kh/uq649utaUvzzop6KNx/pVN9Pj27Qz4B4DHIXnNIZJbbnul3/AHlGeK0lxVGyX95I3vt61oBcD/63NddP4Tkqu8h6in00U6qJQppB096KO+aACg80vFJSAbRSkUUAVYjVpKpxGraGqZMSYU6mjmlrMsWijNJk0WAQ0h5pax9av9XtpY7fSdLW6eRSWmkl2JHg457mgDSkj3oy4J49K5O5E0Z/cruYNjb654/wqdtD8Ragc6rrgt4O8Gnp5ef+BnmpZ7UWbJCGdlCABnOSwHc02C0M1bGZrV1fcC0RDB2yS3Y+1R6LIPJkToyMHz32kYNayYGPpisaICx1tkP3HbH4NUlXOiQn8hVgOFAHUnoB1qlE7AeUozIp2tntjj/D86uRKFAIPJ6saATFAxKrSLywxt7DHP8A8VU5BA68/wCR/h+dMcErhfvDkfXP+PFN83cAIxkkZ9gMdfy5xSKJGcJ1z0wFHX/P+FMiVjKwlHPVVB45zn9QR+IpyKEPXLHqT/n14obCssgwdpwTj+E9/wCv4UAWF788Hr79f6c0pcsSiqGbHI7D/PIx7ioQWlO1Pug/M358D3zx6VZiVY12r06k/wBfrjB/A0mNBbRhFIZssuVLHr9fywfzqaSVIkLyEKB2x0znj88jA9RVeeZbeVZCpJf5Nvctk4A/HI/4F14p0cJeQTXHzMvKqDwg7fViOc+oNIY0xG7T9+GSH+GMfePcFvwHC+q888VZjf5Pm2ggncB0BHf2559w1OZguWZguBy56Y9fzwfoTVVgxlWRl2QOQpU9WIyBn2PK89yvakMmBa4bChhDjOM4Ldsew6rn1xUrRxtEVJ/dhcbl4wMZz+XP+8DSkgAljx94+/HX2OOf95aiGbk7mJ8nORgY3d9307gfWkMIna6T5zsC5DED7xGOncL/ABD1BPpVhnSGPLYQL/CBwMfzAz07qfaoJnFuRcZ2hflkI547H325LD1UkU5AWYSPxgAqg52YGQT2OAfxB+tFx2HCMud8y4x91G5Ve3PqecH2IPaq5mljk+xx8zbdys/JVOmW+nK4/iGDngkS3E7RsI4lBmbO0HkIMYLH2A/NSO9ItmI4mjVm85X3lyNzbwOSfXAOMd047UgJIkSzgPUbSWZ35JPQk+p6A+oxikRSzCWRWDAfIgOSgzz7Fv5rx2OYbeT7UyuQQIyAIwc89jnof9njBA9QKkdzIQiZXIGSDwozxjsM/wAJzkH6cgEMsbSz74huVCAyg/6wjoAT0x2bv900/wA2O7YQxOpAXMgBwQD/AA46rk8EY+X8qkkIii2ooOcqqY4PYjHp13L7bqyJrGeycSwSNlVZjKRkbjn5ehGWPOSRuwB7UxGjP8zLax5UuCWZSA0a9CR6E9Aejde1JIqlVghwFYbcKOAg/hx3yeNp5HOKS2ZBDJPKRvdiZOPukdUweyj+E+pIPOKFyI3nk+/IMtnL8AcD1bb/AN9BvakMhmjDzhYmCnh3HVWA6dOv1HzADBBFNWYT3IRyFKjdtyG3uRkkHI3YHUj5hkZFSK/lW7TSKd0uXP8AET+X3sDAyOfY1BcHZYMHAeSQgD+IM5PH1wT7NxSGRphvtF2ejkqDxyqcdxg87jyASMc1GyusMcXWQtg8ZPq3+0BjIA56U+SN4RHbxyb1yFKueQF5wW6gcYwQRz1qOWZDIDMPKiVSSHI2deOeV9fSkxoZuzdvj+FOQv8AtHHbHp3BqohDWSsMZeU9Md39iD6dqu/KVlmblAcqSfl4APfI7noRVZYiNOtQQxXMeSQcdQT6ipLFYsbojY3KdWDev+6ahKsLONhj93Mvcf38H+H0zUwMUdyApjyE/h2jv+FMd2NlPtOeHIOR15I53+9MC0m9LphtO11B+VSec89FHqKiYbbYNu+eI8FyCSFOMcknp7UplileB/kO4452n5SOvc9dvbvUiL5U8iLuAdd4AB642t/dHp3700QxjELdJId22UBDu6Buq/eHfkdOuKmjGHaBs/MOAM5K5wR0ycHHHHUVUeSCOyaKSVIcNsVlIPIORwoPOCOpqVbgXFqskSFnB+ZEHAPRgf4fXqT0FWjNk65kj8p2G+LBDZBx6N6DP1J605yJ0CAFbpMkAD7jDuc4wP8Ae6jiomE0oSbfjjKqjYZh3G445/3R/wACqxGiJGktuF2KAcKPlI7H0B79dx9qoliopuCfOJWeJhgA48tuxGf/AEI9RwMVKrB1aOULuA5GOCOufb+f6ZZIjOqzwMBIuPYOO4b078nJyOlOR0uot3Kuh5zw0bent19+vHUVQWFBaE4ZiRkbT3Hp7fTsKc2IsyKyqCN2OzD/ADxn+L6U3zSmUlxv5AAHX6Dvn+7+frTUR0fzCCVyWEeeV9/TI7nt2oETRqJyxnXPGPLfsP6k9z2HyjFOVJYT+4YyKSP3bHBGeCAfXHQHoKd8kqqQdwwMN/h3H0/Pik3sn3/mQg/N7Y5z7ep7nipsWPjnjlJABD91ZcNgDGfp6HpjmoWcLOiRnac7nwPlC9Bx6noPbJouSjKAUEjk5Qd8467uxx+Q4FZMt+bG6aAiScbN7OE+fp1+mOnovHWnYEjqCeSR09qQfrXOxeKI0nigCeehODtG1175weGHXuDxW1aX9pe4EMw39424b8jUNDsWQME+lcvrt01xe+VGwKQjB+vVvyre1S8+wWEk3G4DCA9Cx/nXHQy7vmc8k5Jbv3/+vQBOj7fvIw+nOP8APH51aV12kjBbOAPUk4x+f9ajiHAx27/59uamjjWR8svyqSBx36H8uB9SapEMtQoERQDjjrjr/nrU31/z/nj86YsWCcEg+5zTsP1BU/X/AD6c1QhrqoXCqu48Yx/nvk/hU0cMYUKuR68n0xUIYmXJQkKMZB7kdPywPxqwrqOvB9cf5/yKRSH+W2eHI/Lr6fr+lRyq23YJPvHByOgxz+lS5U8ggimL8zsw42gqMH3/AMeKkYuJefmXPpioyH24BU1MwprHr61JRWcytIoHl8fMfm/Af1P4UHzOSFX8z/hT0JO5/X+nFDZ9aBkDeZ32ikhDNJI7YyvA4/E09ztUselNJMVsDn5jk/iakaGJyzv6naKZJwpOfrUyIEjC55A/Oq84OAg/iNCWoPQzZvDkd2y3cV9eWlww+/BMQv8A3z0p8Vj4ksWHlapb38GeVuYtrj/gSkCtuLjHPSrA9e/rXWtEcb1bFHalpBS0AFFLRxTGJRRSZpCAk0UhNFAFOI81bjNUI24GKuxmqkREsA5paatOrM0CiiigBc00sRxRRigBrN7VlajHuRWA6HmtVqq3Me+Jl6elMOpjqKzNag/1VwOMHacfpWkM5I9DTp4BcWrwnGWHHtikMbZTCaJJc/fUZ+o4P6YP4VoITyD19q5zRpWUyWzD51O5Qe7DqPyrcR/N+4f3fUt6+v6c0AizuLZCnAxgt6f/AF/8KWJdmUA4ByB65/8Ar8fiKVQBgAcjt/n/ADzTZDtIk7LwT2x/+rn8KkslzgZJG319vX8uab/rvlORETj3f2HoM8fiKQDzCCQQg7ev+Tx+VSdvb1/z7c/hQA+3Y+XsOAUyufUev5c/gakkn8oqAN0rHCRj+I/0GeCf9ofjWml8h1dVBkfC7c/kfYA459D+di3h8sM7nfKw+Zj/ABD+6Pbt9RSKQR2wbcZsyO6hcg9Bj7o9PT6gVNHLiImRgGQ4c9gfUfow9ie9KWCKWZsLjJb9f8CPx71XZSZFndcJwNncD+Fm7cEj8Gz2qRk6BpnEjrhM/KjdB2yf5fQjNSsA0bK4yp+8WPUY/nj5c+qj1oz7Z6dePbn+R/A1CMXJz1hB4z1c9PyyAPqAaBjYHNxlZTuVSAeMNLxw304yPcEd6uM+1SzHhRnI7d//AK4/EVDKCGEqZZgBkDjep5Iz26ZHow96ZGwuiJRkw9YwBjcc5/ocehBHekBIgaRxK4wMDYg/hAHX685A9Mio5JWsQI9jtvYLAig/e4wufbOQf7pPpippZUhR3kfCgdu/cY+vUdwcioIrYzbpblR5r4CqvHlrnICn1J5z2bikUTW8Hkgs53TPyzr1zngL6Ac49cnOSaG/ft5Q5hUhWx0J6hR6Dvnt0qPzXb9weJOpYDgr/e/Pt/C3tUyoIl2hcKF53Dt3z7eo/wCBCgRHcHaVlQqZsbVBONw6EH0HU+q/SltiNrEn94SfMyvzZHUEdPw/iGGXJFERaSQzMW5+4pPbsfqfU9V461X1LeU228blyuH8sfwc4GDxy3AJ+5z2oAuRncTOehGEy3RR3z6HnB7YGetV2zd3oBAMVu4Byn3pMZxzwMdcdCTkYxiq9vqwubZghVrxWVBhhh2PAYEZ6kN7EKfariQx2tsEzkKCCSPvHJLfrk7T68U7iK9xEJ7lViYBgAXOC24DOFx1YZ5xnIweelMkmM8q2zqVkZd7c7twU9jxuG7js3XIq3GjCImTO6X5mDHPTGB74A+ox3qFI0uYmd13rK2VB56dMepHXsw96QxJv3syR5HPzuCQd2DwBzzzj0aoJt0t4iYBjRfMY56Hoo59tx+YdR1pY1mTzZlBmjYlcMfnIHA+Y4B7nDYPI5qOylE8s8octIzH5edyoOBxknGcnuOaBi5LXRUZ2ogAxnnJzxz/ALvIJ69KZGWaaeQkjDbFAznAAPYA9z2NSRKGgeRtvlO5bttODjPTaenXiokISwE0n3CGkBPAweeM5HTjgipGU5Yo0sJpwArlHkzG2CepH3SCe3UU2WFwsWJcEOoAYKf6Kf1qxdQt/Y7RvuwUCHOcc4HcEfrUki+YY9pbaJOCvI6HurGjQLlbEomBDq5KHOA3qP8AaNJEZxJMCozuyPlfuB7exq1JEPtEe/GCh+8M+h7qaRbeIXEg2rnavVB6n/Z96VirlSITNpqhHC+WNoByMlSR/eH92nSRtmOUyqxUj7qqDtPGf4j3H5VNawCOS4RcZVy+AMcMAf7v1p0akWphdj5Y3IcsVAHbqwHTB6VSJuZw0x4rhnMu3e/ysezZLDcDz3x07CtBFMNyo2kiUdW4+dRjgYzyATwB096fHGZrX5SQQCu5AcAg9eAPTPWnGL7VaEoAsn3uP4XBwM4x3HcnpVEMeqmKTYMhZOQMdG7g49ueSO9Ct5Uv+wT8pJ4U91z7jsM5PGelOi23VoHACjPbnYwOO3AwfrSGWN1MbnEpHKAktx6DrjpzwORVEsUA27bgMRnlgONp/ve3v3pk4KzeZagGYcFc7QR2BPY45H8Rz2oiEsp2P+7C9VXqR2ORwAfbJzUkai2PlAbYt2BjjaT29vbufUU7jEj8ueMyFiT05ypT2x/Dj06nqTUqO6P5cvXPytjhvQY9fbp39qjmjkil8+FcOuA6fdzjqPY+n65qVGiuIsKgKZ2FSOQe647Y/u0CFKjO9CFY8kk8N9f6t3oacKMEEPnGwDkntj1+vbvio3uDagbiXUkkHd8wI9T/AF7e9JJ5YhaaaQcA/vAeFHTAPYH8yfaiwyo15bQvITcRpKv316qvPAx6dOR1zk1l6pqNv50bx/8AHyh4ZTuUgjoSOoNT6dEZI5ZblfORm2q7Ak4H17dOe3PSrEtpbFCBCm0kHAH5YHb+lU2ostKxRuNkqqZEAcgHjqKpukhY7CXCnnsR7Z/zirNwGSQpHyeeD2A7/wCev0p0Sp5Xl9/Ruvv9ff1Nc7d2UVfOa4wsssjFeiSE5H4E1ZjTsRn6/wCfTmhrdXBDqCB2I/z/APrp4t2hBKPwOcP0/P8Az2q1qQyYR4ICEqzHC/1z9Bz+VXYo2iVUxkAf7v8AP/OarWzbCZJ1aMkAAkZXH17fjjmtCPaVBUgg9CDn/wDXVozYb1Xhhj6inM2BkHLE4Hfn/P8AI08ehP5VGsaySF+gA2rjjPv+fH50wsSxoFXA64ySe5qYLnjHPp/n8PzqMRsAMP8A99CpV8wDlVPupqWNDZAAnRSfTHfpikEKKoHOO5yf89OaUOGkyykKvtnn/wDVx+NPDI3IIP05qShhjPZ2z6VBMrgYD53cZx6/5P5VaOMcdPWoR80hYZwvHH5/4fnSHcZsdRjIx6bajbf22GrBA9Bn6VG3H4UDKzBndVYKFPXDdqdMN0yIO3zmpYsktIc88D8KZGM7pD/EePpSGIRUAG+5HHCjNWWIC5NZdnqunyXktr9riW6DYMLHDc/XrVU1dkVHZGqoqUU1VPYZ/n/9epBXScyFAFFLRSGFJ/EM96M0h5K+1ABmkoooENaihqKAM6E/KKuxms6BuOKvRNVyMluW1NSZqBDUorNo1QuaWm0uaQwoo/GjNACHnHv6VSvby1sIjNdXEcMY5Jkb/Oabq1vqF1Z+Vp12lrMWG6Ro9+F74HTPSsq28H2EUwub+SXUrzr5t2xYD6L/AA/jmmDGQXdtfp9qtGLQOSVJBGccdD2qynarl3HmMMB9ztVNaTGjF1JGsdTS6j+65z/wIdRW5A6kDYfkbDp9D1/Xj8RVfUrX7ZYsijLrll9zVDR7otA0ROXhy445K9GH9aLAdAGATJOF7n09/wAuaRcyNuYYTsvr/n+tQRkzNkn5Ow/vf/W6fgatA/yx/n8eKkoI2wCh6rxjvjH+R9RSyTeWyhV3yNwqjv7/AE6Z+uKhuJPJ2SDk/dCjq3+eD+BqaCPbl3IaRurdfwHt0P45oGTRW4XeZMPI4+cn8tv07flUkL4VlcklOrHqRg4P4j9VPrQvTGP89P8A635VDJ++YTAbo0z65fucfTGR7ikWidP3581+Iwcpkde+7H6gehNT4BBU4weo6/59PofakUggOCCCMgjrz3/XI9simyEs/lI23++R/D2x+p/A1IyFCZXNvnKRscsx+92C+390n6HvVsdOn4dD6fh6H3waikjGxdmFePlM9FAHQ+o5wfUHNMMpmASP5HOd+7koM4P49vcYPakA9s3DlB/qQfnP989cew4GffHvhT+4kBP+qc8k8bW4/IHv6Ng96eoCLtA2hRyD2+vr0GfUDNV583MxtRlY/wDlueuB12+5Pf1X3NACwt9rlMzcQqf3asPvnoX/AKY9ct3qzI4RCSCecAY69sY9zwfbkd6ijLQOkTfcOPLPpxwv1x3/AIgPUUsZ85/OGdinEeD1zwDz+IU+gPTNIoPI3fOx/fk5EgwSDjgD1GP++h70wSrcSGBlA2YaTDcH+7gnsR/F2HynrUssojjyuGLcAYxuOcn8jnPcY9KaIRhRvPnKc7/4yx68frjoQBjBFAiZnEcZY85ONoHUk9MfXAK9uoojiCL8+0ljlmxgEnoc+3Zu44Iqol2n2pI5jtZcbSNxVjnG7PYDoCcFSe/GZ7uWSOECIESyMEQrjjPOf5sezAc80ARLB9ouGeP93HCWii2qB83Rz6e2OnUjtStN5k0cEo2sSScHIbB4A7k552kbhg4zUyRxxQiNV/dxqIwO+AMbef5H8CaZGgmiZpVyZsZVucj+FeeuBzg8+hoAW4y6rECczHbkc5GOfrx/wIZFE77YCV5L7UXHIznAGe5HocN1qFRJHLI4BmiXEe1j82Sc4y2M+mGweDgmn+clxccEMIgTIWOCpPAU5zjjcfm9qAuNuHFrZuYh80YCqvfPAUHuMnA5GPemS20cdiItissSYQkdSBgEe/uD3p9yHe4tIQD97zMY+6ijPHf72wfKce1PuBvRVB4Z13Enjj5uex4XuB1oC5UkgltbZmWRmKR/ddfm46ejDn13UyVWSykV4GBCFT5fzfTphvzU1fnUGBAeEZ1OMfKcHpg5B79xTbzi2UuOPMQfN0++PXIHHvRYdylcmGWFQJU3NImFyAfvDt8p/MVLdRsXhLA8SDl1I9R/EuO/rU92Gkt13ZKGWPORkH519yKrXMVtAsYjjjRjKnMZVT94ehU/pRYLjpoQJrYjbzI2QCv9xsdGHtSmBVuom3LjDJ9/vwf73safNb/Kjb7gYdcfvZO5A9WpJ4HQRuJrkgSKCPMfocr/AHfeiwrkfkIt+GBX97F7HlfxP94/lQqCG7bCkeYoO5R6cdVH+73pby3CiKVpJvkkUndI54J2nqw9QaZcwwEqzxxuyEEhyGO08Hg7j05p2Fcb5sEdyw3xndhhghmz0Ix8zenb1qvcXkkNwI4kKfaMFBMhBDH5SVB9DtJGORnGK0ZU8qFWCOFj+bABAA7+g6e1Ky74iYiMg7xjoSPXGBz9adhGbamXcr3DTKJm2uCm0hwOOcZwRkZ45A5q6Ylt/nVcRn/WY6HPRj6npySe/oKkdEuLVgMhSMjH/LM/hgAg+9Nt5TLGC+3zEIRiOmfUexyCMA8H2NMBXjJ2suBIp+Ujv7Dv+gFKmyRPmGMZXBHp1H/1hntzVS+LQ2NzErkNsLIQew6j6D1JHHaqsk9xpyLINk1syDgvlskcAkdQPWrjC4WL5uRHatJGDMFUmPadu4A8/Qgc+p/PESSrdoLqwYMzDDbuhHTBA6HPQDr64qhDaXscDTwoArMHMCnG8Hrj0Ye3PvUFp5g1CT7GXhlcEhXXhjjJRh+ox05HcY09mrblWNK/uETTJnCuxY+VIGO0p7EfyA4Hv1qFdIkW0TyZyjGMrIqEsrZXGQPX19aLpbm/ZIFtntpWAVyFypUD1HYEcVpwy702EFHQAFG5IA6H3Hv09u1Q3ZCIkVfJRQ2VChTgflx/7L+dU7lPLkAhPzsMlT0x6+w9T39KtXGTL+5b991JHTB/vf5yfpVdQFco2VlPJz/Ef5f/ABPesJNsopKq7ip+/kZz1J/z09KUxBhyM+/Qj/Pb0q1JCHG1hxj3/wA/1pnlumTjeM/ePUf4ipsO5EsTryBvHf2z/nj35qSMLK45winGPU9/qB+pp8eJmKIeM/Oen/AR7/yHFXRApULtGB0HpVxJkIkY6UjW6A5AKN6p3qQI6Y2nPsaQyqoJZSDzgY5z6f4VZmyJxOP3asrnvn5WA/lUwmVGCurRgf3hx+fT9afFHtG7+I88dKmVBj29BRcY6Pa4+Qg+uDTnO1cAfMTgA+/+T+VM+zREE4Kk/wBw4/lTEjl4kSTeP4d4zx65GP8A9VSNE4XaoGfx/HNNZFf7yg/UU0yyIcPCT6lDuH5df0oFxCzbNwDY6E4P5UhjZUVVOPvE4Az/AJ9/ypojKqAshx7inAh33dVXgc/578U4n/JouBCRJ6g/8BqGQyA7Qqktxkfl/j+VWeOeBTEAZy5GAOAKVyhk3yRrGvU4H5VS1e9bTLAzxw+btIBXd0B71dH7yUydh8opZVWRCsg3KeoNIZztt4gGpSLbi1ZJG7hgR71pXWkWN9Esd1axSgY5K8jFVLHSoLfUZp4QAp6Adj3rYQetb01pc5qkruxj2nh+bT7qJrHU7kWwIL20581SPQE8iugxTAOMU8HNWQhaKO1FAxpzQBTqKAGetBooNAhjniimyUUAjJhO04q9E1Z/3XzVyI1ozNrUuoc1OpqshyKmU1my4j6XFJRxUlCetLmk/CgUAL+GfrTG+n4U6mkUwsQOM5zWaQUYoeorVYA96z79dhWUDIzhsds0WEhqZ9K5+/jbTdVW5j+45DAds9x+PH51vp0z2qK/sxe2bxYxJ/B9aRQ63lVwNhyhG+PP930/p+VWXlWKMu2cDt3J9P5/iK53S7vYr20xCyRsWTdxz/EufetuAee4mbO0YEan/wBCPv1+mKkpE8MbFmllA8wjp12jrj+v51NAdjmJuMYKe4/+t0+hHpQuMdefb/PpzSTqW2pFxJncCf4QBj+uPx9qLlIlJ89jGp+QEb29/wC7/j+HrxYXoMdB0Pp/n+dV7cqYRsGBzwexzyD7jofwNTPIIk3Ed8Adyc4A+pPH156VJSGlmhkEaf8ALQ5j9j1I/DqPfIqxEghTapPqzepx/kj2yKgSHzI28w/M/XbxjnOPz/XPrT45SFYSHDoOSvAI7EexOfoc/ih3Flk8tflG5yQEUevUD8ufTHHamCIwZlVizHHm47kd/qOw7rkGlhUuxmbOSMKBxhT0+mT+R4qVmVELM21QMsTxx3Pt/T6UgI55xHEnlbXlkIWJd3BJHHPp3HsCODT7eHyIVQMznOS/Qsc9fbnp6HiqcGVY3rKRFIGCoc/u1JyWx7nBbHT5fSrryKkbOeRjBB5JJGMehOMcd8igBs6iZRb5UqwJdgcELn8xk8Y6jGegpY2aKTyJBhuRGSv3hjkEdM46qOo5HssIdRucnzXO5uec4+UA+v8AdP4Gm3ADxrAMfOOOOFUdSB2wcYHYkdqQxyDzpTMfuINqA+o6nPT1APtz1p0pZU2gfMTtVdvc8kY9OpK+gyKYjG3IicfLjbHJ0z7H0Pp2b60+Mb5mfGEQFFB6ccsce3buvOKAKd7pavGZIiTMF4YyBQSM/Nu9QWPPr1GeabZhonzP92HMKPuwoY8v1ztHbngkHkZq9dStHDujH70kBMnuRgNx/P0znNLHBHBAsQXCxptwew/HOM/98mgBsy79sOMmQ7Gx2Ucke30yRyMU+SQRxs55wDn379+/YBunrVdI3jlkePLRp+6ERONoHYZzjnjB+U4GCKc8sc0iQ5OVIZww2lQOgIPQEkcHg9jQBJCoihUMQD/FzgZPXnt/wLj3qJIlmdpju3hvkZMhlA44IJOOvTI9qmllaKJ3GdyJkBTyO2PXHTkErRHGEgjQgMoG1c4IJ9RzjP0IPtTEU4zOL+QgrNGgCZyoOTz/ALpPC/3T7VKJxJqESDchRWJRwVfdwBwcE8buhPSlsizJI7Md0sjMevTO0e/QDqKcqxztMjIjQgKpXgrxk+hHf2oAWbP2i3x18wkhep+VuoGD1x1BomG54f8AroDlevAz2we3pTDBiaMpJIi7CwUnK9V7Nkd+xFEiT74d6o6lztJyv8DdiGB/AigBbrlEZuvmx8nA/jX1AP60tyP3PAYjerfxEcMD15qOadmRR5MqhZY+Rhh99f7rH9QKW6lt1glaQhWCk/Om3t6lRTALoH7K77cbQHAI7g57qKdOmbd9oUnbwMLyfypxu7WVGVJ4mByPlde//AhSRXMZgjfzU+ZQT8w9Mn+OmISSMXFrIir8kqEArz1H+ytNSVbm0jLZVZFyVOQOevcA+nSoBqlnAsMUsqjJKA5UgbTgZJbvWSlv9uupjDchRDcOUCIWK5+ZWG1TxnPB9KqMR2N2Hb5Y6F1JU4AJz07D+tVbtpbaxmEThZIPnG4DO3rjBJPTI/CqY1S8tZNl5ZysjqADjlmXgnafXjtVe9u7xrWRp7QwWsilFJGeeqg9AOe+KqNN3CxbstWAkeO8VITtEgJb5Tk/wnnPGCBx1NMOt2hvN8EkhIGJVCn5l7HuePcj5SRU0OmRXGmQxys0nyKwychTjjpgHHuafHpFlJBAXjJVBt+Y+5yPThiegNDUbhoUrq7XVDHbIWiQv3HQEdfQfTP41q2kEcUAi8sB1XaQeePx5x9SB7UttGLeYW207gB5L45Kf3QepIPbjgj3qWRWAMiDO0/MM8H69vzJolLSyAP9S27/AJZk8+x/w/KnmGNizbFDcZYDByOnPqPQfnSrh1z1V1zz0Yf1+px9Kj81bZlQncHH7vHJ/wB3/A8DtnvUczEPQnOyXHXAJHB/z6VDNH9qIMXyFDkTY+79P73/AKCPepjE1yo80EA52opycfXv9BgD1NKjsjCN8ZJ+U9mx2+o/L0pbgVYDsfyJVCynLA84k/2gf5g8/Uc0+S2V12uuRj/9X4/y71aliWZCsg3A/N16ehHpjse3aq/myWpKzndEB/rsfd9mA6f7w698VIyPyXiB35dM9R1B9/b/AGqGi807Yj9WH8Pt9fb8T6VYLmX5Yzhc4LdcEdQOxP6DvmgQiP8A1TbPUdj/AFpWHcrCyRQMfKV6Y7/X1z3z1qUBouGGR/eFSGQZKuCrdgeh/Gl6enT0qiRvylcg8dz/AJ6VGkfmMHYfKOFU+nr/AIego8sTMSBtUdx/FTizL94AqP4l7fh3phYURYOUYgjt2NPBZScpnA6rQjhhwcjv60ryMMADLHgA/wCfz/xpAN8wSuEU+57fT8/5VMcdT19TTBGuwBhu5ySaaUI+6xHs3IoGS9epz65qOY5Gzq54Abt/kc01pGRSWTI7lTTI3DEuzfMegI5FIBPs0SgBVMZH9wkfyppiYfclY+xAYVOcHn/69NPOcg49DSGVZGuE4HluW4H8NL5wEXkoGEgGCjDn6+4qWMZYy9ui1BcvOYzNDH5jAbVXPIHrSGgiurd41WKQHnYAeDn0x/WkuZPLi56npVW0Ed3nz1zdQkZbbtbb1GR37j8Ki1J714nbT0jknjIISU/K3PI/KnFEydkW4E2xgHrkk1YArnrTxXbLMttq9tLpVyxwBcfcY/7Ljg10akMAQQQRkEen9a6Fsc27HAU4CkFOxTAKKKKBhRRmkzQAn8qQ/WgmmE0CIpGxmimOctiipHYoSCpIm4pp5pIztYjt2rSOxE1ZmhGanU1TjbpVlTQwiybPNGaaDS9qzLF70UmaKAFoopM0DuZWr+INN0VFF1NmZ+I7eIb5HJ7KB/Osq2/4SDXLhZ54k0zTR0t2XfNKPVv7ldENOsl1B78W0f2tgFMxHzYHvUkg3D3znmqJZiW5ZHeCQ/PG20++RkH8R/WmXuoGNhGkvlMCNzbQ5wQT8q59eKfq0bW7pqKdIxtmUd1z1/A4P0Jq1AqTBJCA3HBPNJlRdyrZQpFMl1LAqyzgbmxyG/8Arj9atkeTL/sOevo3cfjz+IqZ4fOjZWzgjqO3v7U1EM8Twy/6xOGx+h/z71JdhzPsXnk5wAOpJ/zn86kiUIp3H5mOWPb3/L+VVrdX81lkP7xBgD2znP48/jxV0HpjoKkaGt+6fzOiEYf27bv6H2we1PjHmt5p+6MhPftu/Pj9aa/71vKHQj5yOw7D8f5Zp0WYpPKJ+TnYR6Y6H1I7eq8djlDRYHT/AB/z+fvzVaeM3MuExiM5Of4jwdp9umf+A/hLK5VcLje3AB57dfy5+nFOjXZGqjOBznPU9f8A9Xr0pDuLHIsiluQQSGDdj0IPr/XqKhm/0m5Fvj90nzTHrk9l98jJPqAPWi5Y26+fGuX+VQg43k8Lj0Pp6cg0+zjCWwwwZmJZ2xjc2efp2A7rjHSkO5Y6H3yB7j059ffv35qn/q7gYwbWI9ccKx6dP4R+akjsKsysY0wMFj8qj1J5P4HqfUZNPjQQx7AScDn1JJIzn1OT7UAP25PTnkYx39MDrnuOh7VDB+83Tk8PjZk/wA4B/Pv9AfWopkMQWBB+6cbTtX/VqDz77e2B90njirinIXacrgEbT7ce3I79COCKQ7kc5JhKgBmfCBWxgnPp9ecegJFZv2m5sblxsd7SEbQCpwVONrbyOTkk5GdoVs9q0VBkuiWGRGNg4z8x6jHsMce5xin3SwNbu1zGksYBc7hnOBz1646eo96AK0Eovp4p1TEcaB1z/fYe3TC9/wDa6VamcxRMQAGXG3tyen05wM/dOarW9tLDCGX5JX/eSoehYnJ6fdxnG4ZHHIp4mElxDEyshUGYhvlxjgH35OcjI+XnFAE8aeVGIx/AAOeM57+38j7VD5SzzySMDmPCo6H5gOpIIzgc9sjjpVh22oWJwqgtxxhfX/8AV+VRwqfJjVjlzg+vzE54/wDrYPtQFyCUyp5MZBmjZg+UXnA+bheAe3KnPtUkt0otp542LMsZJHORgZweM/gwp2d91IWA2IuCTg5J7E468Dg469ar6hGjxxqYwZJHSNTjkKWGcd+mehNMRYghaG2hgJ+6qr7Egdv/AKxogA3SsScs5OM5PGB3we3vTQk6sfLfzF6PvByPqVBGfYr+NRWlyBaK8itGjbnBIymCc9RkDr7UASKxN+/GCqA4A55LfQ/w+lFxLHEUlkYIAxPXBA2kegPeqzRG8kmeK5eOPYo3xkEHG76g9faovsl1O8EVzOslsr52gZJIHAOOO3pVJDLNzdQzRKscyOyvG23dyBvXnBB45qzIoeGRcjlSAQw9MdmGaxtRslsYDNaR8LuMqAjlTgkDoeCvpUjA6zPJLFLKvlRAoQWG1ySff29ver5UBqwt5lsjlWbKgngt2/Gsu+WRoYYIm8oyTMmdhHZmHUD0FVHs9UuLSM7o08stjavIKg46DnJGKfFdx3l/bxrEVIl8196gbCEKkdPUU+WwWK0YGrXQIYpJ9mcuCOQ52r/MA1c0qYzStcH5VlldHV8E7sBvX13fpV8WkEFyjxxAGQlWIA6nnuvtT7q3P2Z/LQ71PmLgFcsOfb0oclawXFmACLIqHMZ3Agdh1HAA5HvSsqSqysiuHXDYGdw/DJ/WlSWOeJZBghgCucdCPx7U2IeWpicEBGx83oeR14/TtWdyRIWOzYTlkypB6+3qeRg9KM+VKTyVkb5jnJDAY7ZPIHcjmkmKWzCZiFQ4VixwPY9hwePxokcSRBQjyK3GcYA9wTgfkDQAXEQljJBUMh3KxGQD79u+OSetNju43hEhwHHGzqc+gI5PsVGCCKz5oby6ukjlyY+h2sCowM5wR3IUjAPcVYjt2sEWY/M2Ns+B/CDw3/AffGQOnAouBOfNUsVBjic8k8kH1x2/HJ9qnVI1DDbkuPmZuST6k/1OPpSjDIMYKEcemDz9PwAP1pqHyW2EfIT8pz90+nPT68/nSAch2/u3+ZTgKeucdF+v6VIUDja3f5fp9PX9BSOoYFXG4Fejc5H+e9Qmfym8pgXLD5SOrD3/APr/AJUAOMhhOJTlM8SH19//AIqkwZwAciPtxy3+A/U9sU7YznMuHJGQmPlH5/zpCXhOOXjPXnJB/qP1pDuRCB7bm2G6LkGHpj12nt/u9PpU0M0c67o2+o6Eex9Pr+VODBgGHKkfgR/h7dqimgRz5m7ZKBnevX6HPB/GgLkzKrKQwBX0P+f896qYd8hCWiBxgnk+2fT/ACKatwzsqXGEQ/dkX7jn09R9OrdjVvHQDp6dv8/pTERoysAAce30p4z2/A+lI0asRxyOmKTc8Skn5ox37/8A1/8AOKAFdUVdx4POCP6etJGkiEM3zsfzA/lSoyysWbgjop6rUnQ4pAIHUnHQ+9OP6CkKgjkVDIpBKxtgnrnkAevr9KB3HH963+wP1Pp/nvTmA7jJ9TzTFJRRlOB3Bo8xT0YZ7jvQAhjXtlT6g1GQ7MI924EZJ9qkdgq5I5zxilUeTEWY/MeTz09qQ7jJeT5Sdx+Q9adgKAMdKagOC7cM3J9vakZsDJ7UgRXuZNkZx949M96jhQxxKp645x601X86Zn/gXgVMq89a2poxqS6DZ7S3vYWhuoI5omGCkihgfzpNP0+20yzW1tUaOBGJVScgZ61OBThWhmPpabS5NK4x2aTNNpc0wA9KSjNISaAuIaYxxUlQyntQIhyOSaKbKdowOveioLsQAcUw8c+lP7UgAwR61UWFRaEsbdKsqaoIxXircTZxmtGYItqKdUS9KeGz2rNmiFpaTNLSGLSUtFABTHFPNNIpoRWlTdGVKg7vlwa5yTUovDTSW96WMY+aDaMlx/d/A8E/SupkZIImlldUjRSzMxwAvrmuJ1S6t/F0klhYW7MsSF4rsrwXGCFHHQjIz9DjHNKRUNzm9a8V3+rMERzbW/URI2C31bufaqGnazeafcLLbzuGzjbn5WqnNbvEzLIpWQEhs9Qe4PuDxUSA7yRyAfWsbu51JKx7Pp12NV0uDUIl/e4IZc8E9xVwSqYt6/NnGO2SeMfX+vWsHwkJbLRIjKB5UjZz0Ck9PwNbjxiKfzf4Odw/uk9T+XWrMnoyxEnlqAeXY5JHc/0/oeKkdRJHtPAyMHpgjoR6e3oajDZz2zjk/wBfWmyEyMIRk7hlz7Z5/wA9xk9aVguFq5ldmf7wHy9srnr+P6cVbwOvH5f5/H0PNQyIXxglXH3T1xx/kn1HvUctzJ5QiQbbhztAzwMjlvyBPvjB6ilYBU/0m6MpwYoiVjJ7v0J/D7v54qZ0ZG82PJY43KT9/jrn1x0PccGiONIY1jT7iAAZ9Af8+/4UkzsEKoMyOdqqeeT1+X06k+uKVhjYZFuZWlB/drwnHc8n8unqpz2qyOBzznIxj1/zz2aq/keSqmHJwBkMeHHr9T/e/OlkfzYtkYO+RvLII5XPUfXGTj6YoHcfBiQvcY5f7uOyDOD+eTnqMjOaJd1upliGV5Zosjkk9uwJ6+h+tSqFACqAFBGAD7YB/wDr/nTJBvmVNuVX529yT8o/E8+hx2oALZ41ijTcu9geDxkjlgB3wT07AjHpSXLLLLDb7v8AWN5jY5JVOfx5Kj1Ge9Vb2zlF215EDJIGQbNvp0J7kA/NtxnPepLSRmuJftBVpd3kq5H+sKnLY9cHjH3ht70hl8k7fQdf8+v1GKrRxibzXbGHf5SvX5eBgjGTndyKmlfy4WkX5sAldo6nGfx7e9EcYihVBzjA/wB49yfU/r70AVrjzEVYyTKkr44+90yR2DcAjjBqykqTLuDBgRyc8j2Of5Nj60wsj3exiG2JuOTnBPA/MBuuD70syISZGyHUHLgncOPXr+hpiEtyXMjk9XYAc5wML0+8Bx7j2pkxzd2yHH3mc8cYCkfQ/eHYU23NxHaxZxIpAOBgNnrjrtP1+WkDLLqynkSLDjawIb5mH4nhfegC1KQqktwFU7d3Hbtn+hpsShIY16YUYJ4PTtnB/ImmXTbbW4CcHYS20d8YGcY/UVNxtwv3fbp+mR+lAFf7PFJPKzIA24YPQjj14P60k0LCaECR15PMgz2b+8P/AGapITl5Qn3Q44X/AHR6f4UkhVZYVXAO8/dwP4W91P6UAQ3kczWFwu+OQGNhwDjp7Mf5UQq6KCLSJQfm+RgOSOvzKKsyJvVg/ORjLA5/UGobOYyWNuyHrEh4I649iPencBkDMPMUQn5ZGxhkPX5v7w9abkw3CNHCVVlZSFKjJ6j+P61OjP8AaJU52kK4Jz6Eev8AsiicOEVxuyjhsfN0zg/oTRcCKZpfLbbC29fmAJXt/wACp4eYjKQIFwDkuP8A2VTUxXByQQfxH8yKigcBDGzcoSvJ7dR1J7YpXEQW5nXzLfzVRo344Y/K3I7r05H/AAE0PE0ciyGSQgnYxQY4/wCAjPXA+93p0ymK6hmVBtf905A6A/dPAHfj8TUzxiVSkg3A9cjJ/qf0pgMW3iUkBMkjBPU/nyf1pYH6oTl0+ViOp9Dxk8jnr60I/wAmyXO5SQQ3f3wfbB6U2b92RKc7QMMCeCD35wP09aACXKN5ynIX7+OcgHOc+31NSbsgN1B+6eoPfIPp24BpSMsoJy3BXufw/wD1Cqxl8hpIYgWkwSigc5/un/65Hf0oAIz9mmETkiOQ/u2P8J67fXHpz7duZ5WjVP3nTpgjP5eh9hn61jx/atQIcyDytyo6JwBkZ9eGwR1zyvWtK1JjlMcg/fqPv55kX1B7+hHr7EZAHq0hPlt8inkMeC3t7H65PoKlEUYQqF4Y55659c0Om8beh9Rximq5DGOThx0J4yPX2+lIADtGQrn5Ccqx9f8AP8R6+1S89famkbwQwyO46/n6frUBlaElFy6AdQfufX0H5mgB0n7nLIfqnrn+R/n7U1D9oO5j8oOPLPr/AI+3SnrGA29m3N2PYfT/ABoeMFtwO1wMAjuPT6e1ACkK4KkAgjkHvUGyS3P7k71Jx5THkfQ/0qQSAHbJgE9x0P0pzsqKCTxjb9fbHpTASO5jdSdxVl+8rdR+H+falTLkO2do+6PT/Pb0qJoVuGDSAhh9wg8r+Pr+lAeWAfOPMj/56Acge47/AFoAnZVflhjHcUgdxxjcP1oV1ddyNkEcH/PSkdggweucY9/8/wD16QDjODgLyx4Cng0Iu0dcsepHFRiMN8z8seh9KdhkH3t3oGoAecA9OaYwVs7l59aaZAPvAr7t0pP9a5XPyg/MR39qBiwx7m8w52j7oz39aDmaTcfuA8e9LI2SIk4HcjsPSnfdGB0FACMay9UvktoHJYKFG5yecAd6vXEqwxszHAAzWUbOK8ila7iWVZlKlHGflNOKuKTsSadeWeoWSS2M6zREDleoPoR2Pt1q8i4rgL7wdqWjXLal4YuHzn5rVm5I9OeGH+ycVpeH/HlvfS/YdUi+xX6tsORhGbOMc/dPsfwNbLRGDV9TsBTu1AXFGaYhaKTNFSMKWm0VQXFzQcUlHFAgJ61XY5bPYVK5wOKrSsFXHc1LGkQOxZs0U0miixoLSHg570UvpSQdBpHOe1TRNUeB90/hQh2nFap3MJKzNBTmpBVeNjU6mk0OI7HPJpRTTTh096goWlpKKAFxVLVtUh0fTZL2aN5FUhdqdST/ACHvVzNNkRJYzHIiujDBVhkEelAHER2OseMXW4v2az01iGWJR97PcA9f94/hmuss9Os9KtxDaQhF7nHzMfUnvVzPp9KjbPp2oSBs4Hx1onynVLZDsOBOo4wem/8APg/nSeH/AAXb+VFd3swlyMhI+R9Ca7l0WRGjkVWjYEMpHBB61y1rKPDupGykZjY3DHyWPRD/AHfYj+RFDihwm9jqI441hEQUbQMYxximwv5bC2kOQQdjEdR6H3H605SCAR9c0541lTYSecEEdiKRV2MLfZiVbiPqrent/h/jUkIZQWYYdjuPPTjAH5cfWmo3mAwzj5x1/wBoev8Aj6UqkxuI5G6n5G9cf1/nSGiyp64PPXHt/n8fwqokf2md7oHBTKRN+PzEj3I59QM0t1KyxBEOJJTtT2OOT+Ayf0qxEqxxqiDCoMDnsP1/qPepKHRy+YSjAq4xlc/kR/j6cUiHfcO38EY2j0J6k4/Ieo5qO4GIt6nDrwuMd+34kjPY063IRVhbiVRnn+If3vpnv1Xpz1pDuWM9sc9h7n/P0NVgnm3Eky4R0GxTjhuMtkdf6jBqWWTy4WYDJAIA9z0H4nA9OadEnlRLHuzjH4nOSf8APIpAOSbdw+UYclT/ADz6e/50lv8AMGlDZ3k4+nQD8Rz6H2qO6TdDhTiUnCMeqknrkfz/AEqvNf8A2B1hkj3ICo8wELgE4XjoScEnnGAT7UDL08wgtpJeyKcKPUHOP6Y/Kkgt1jtEgk+bC4bd/ETyc++e361A9zHdfZlgKyI7guR/CqgNyO3O3g5zntV3dgHIxgd+3t7frSHcrTCVHijUGZGYHaT8wxznnr264PPWp45kkUuhzg4YEYwfQ+/1pg3NdSH+FFC/TJyc+n8Pr1p0sSSEOww6qQJAeVHseoH5j2oC42MhpJ3GfvbAc9QB0+mc8c0lycWzqT8rkJntzgcdj19Qfao7Yyx26Nt3o43Ljhssc9Oh69iD7U52jnkjRX5DguCMEYG7kdeqjqKYiwWOWYn8D1/x/MGqkeyW5vAyKyLsQg4K/dz6Y/iHXFWx0HHy/wAPp+Hb8iKrWq4luW53tPwe4wqj69vWgBt3BttwscjoCy4DHcvJ7A57+hFTFplb541Yf3gcZ/Bv6E0TcKoXGfMTdj/fHXGD+YNSg/Nhevfb/wDWwf0oAqx3CGSZXDDL5/eKT/Cvcgj9afJIhELIwb95/CcjkEdifWnxDEsqgDcZOg6/dXtwaivbeJo1eSNC4kQ5Yc/eHdhnpQBPwPRfxA/wqCyJW12ksdruO5/iI9T2xTxAp4DSKf8AZc5/RjVa2gbzbmMyyfJL8oIDAgqG7r9aALDHFzFgYBDDp1PBHb2P5VIyCSNkIXDDGf8AK+9V54tgRzLwrL1AGP4T1A9al2t/z2/Rf8aAFiZmiRiMnHOM/j29c0FtlyOCodTkgEcjt1Hv+VQxRBZJEEuPmDcKO/1HrupJ7fEe/wA6XKHdhcDp16LQIkniSeB4mx8wI3AjOc5B70yG5SS3V5CsbYwylsYYHDDt3zT/ACk6l3fgYJcnP5sKgiijtr0rHHtWYb1IX+McEcAdRz+dACmZY5w0QYq4CtsGB/snPA68de9TYlYkeWqA9zyf0x/OnOgmRkfkMMEf5zTYXLKUfHmLwwP8+cnpg9O9AEMUWC8EpZgMEA8Lt/DjrxyT2qZolMWxQFXjaQOBj9P0omQvtZD+8jIZeeh7j15+lPRlkG5Tz+o9fy9yKAGRuSCMAOOGH16EeoNE0PmqpVtkinKN/j6/jSyKf9an3scj+8PQ9v1qK4u0gg8xcMWIwCduRkAn1478CgCSCXzl+Zdki8Ome/bHqD2NLME2Ddwc5Xb1z7ev4VnLPPc3RZB5b+WOCM55ZWUn2IwM56Z6Vft2jdDImctwxb72e+71xQA1TJISkvyEDPHUj+n06+9TBQoAAwB0pJED8EkMPun+79KYshDbH4bsf71ABtaI/J8yZ5XuPp/8TTwQwyCCD3FLwOTVcgs+YD/vE9P8/SgCSRkICsu4nsBnJ/z3qNUeE72/ecfio/r/ADp8W0bgAd5+9n0/z+FSZPY980AIrKy5ByvtS7sHOT1z+PrUbJ825flPqOhpjT7PlZf3h+76H/CmASxgNuQmOTts7/UdKYrvEd86/wDA15AHuO3+ealUc5Y5b1p+7gZ7cj2pAClWAKkEfXr/AIUv44xUJhXJZMxsf7o4P4VE00kZKyBcd5B91R6t6CgCwxLsI169z6D1pXIhURxjJIxijIt0AHzOfTnJ/wAPehE2As3LkYPoKB3BQFXrnJyTQ7hVJJ6ClOADnj1rF1G5e4nW0hYDcfmbPQH/ADx70LUQ8yi+lOOYkPX1PpVkAkjnApscKQxiJFIVRjnr+NSBRW0VYxk7j04qleaJp1/ewXs9qj3MP3JAOcenuKv4pwAPaqJsFJSig0mMTPtS0c0tIBKKKKoQlGaKax4oAYzZPPbrVKWTe7YP0qxO+1No6mqTGoNEhTRTc0Uyh+aUU3NGakQ/il6/MPxpmaVSc7SOKuLsRNXJ4n7GrSNmsWG4MF81rIeX+aInuO6/Ufy/GtRHzVsyTsWhTqiU1JmoZomOopN1GaVgCk70tNPWgANNand6TFNCYxkzWH4gGnrbpDeyBWmYKigfNu6BgOueevTn3q5reoXGm2Ie0spbu4kYJGidAx6Fvas/SPD8sVydU1eX7VqbjqPuQjrtUduOKYbEGi6lNaT/ANlX+PNUfu3zw6n/AD/k10ynsDzisHX9M+3WpeNf9Ii+aFh6+n0NVvDfiIzyHTr9fKvI/lw3Vv8AI59MdKhlp3Omlj80LztYHKt6U2OVJY3inwrLy+TgD/aU/wAvSlllSGNpJGCovLE9BVMv/aMgRLZxAAT9ocFQfQKMfNn8qViiWBpGuFklzsKlYGZcbueW/HjjjPX2q8BnB4HTBP6f57VFHKswaCdAHwCR/exyGX+ncU0s1s22Y5j/AIZO3PY+/wCh9qQ0SHElyqjpGM/ichf6nb24qSSNZBh+OdwYdQex/wDr/nUUH3NxA+cl/Tg/4fp71KDj6HnPv61IyDeTdxwytgr8wYfxnoox27n044zVsEHO059cDP8An+YqvEokjkZ0BV2KgHpgcAfj6dqMvDjrLFnj+Ir/APFf+hD3pWGSbhJdqMf6pd/4tkZ/INz2p1zaR3MbZAVyu0OAMqO/4HvjrnpUVrIHRpQQRIxYcenAP8uferIbIHcckd/x9vrQO5StLZ7e4lEGCsKhMN1Zjhm57HATnp7VoRyK24EFGX+Fvlx7/T3GRVawGbZZM8yFpfbk8fTjHNTT7RAzleVUuuOOR6e/uMUALb7mRnPVnYgeozjI/LqM/Si5z9lcZwTwD7ngf06YpkSzW8Kqf3qqOezZ9fQ/jhqSWRJyiqesi7h0Ix82COv8PQj8aALOOG2/dHb0+vp+IqtMiS3kMTDOEd+uD2Ax379ias/xA4+bHHqPp3/ImowAbhzjhUX+Z/DsOoFACFJY8lHV89Ffr/30P6g1BaTgQsZEZA0knIGUHznv0/PFXev0/n/j+lVdPObSJsfOxZvcZZjx3/ImgCSVkaJCGBUyJyTx94dM5H8ql5IxjIPp0/qP1qCaCIMGCbZC65ZPlY/MPTml8uRDhJsk9A43Y/kf1oAdHw8wH3dw4xkcqPTI7elFxxauwOAq54I7D2IqurSpeTb40ZgifxYPVv73+NSvI00bq8Mw3KRgjd1+hNAExPzEd/cH/A1AoVL+QMyhnjVsEjnBIPp2I/OkhuoPIjJdVO0ZzgdvwpHkVr21ljkySHjwp7Ebs8N/sUATyRh4nXONykcH/wCvSxOJIkfJ+YA/p/vU4E9cn8zUUPAeMZyrH178+lADXO24Ric7socH8R3+v51JjPTH6f40yYExNtY7hyOT1FBniCBmkABGRubHX6mgBsHyqY8fcOBj06joB/kGm3UTPDlBmRTvTPcgdO/UcUxp4TMjLiQN8jEDd34PAPQ8fjUplYfdhkP4Y/nigQscizRJKudrDPPXp74psmI5BKOF4VwOOOx7dOPwNQRebFcPGFVEkzIhzkf7Q4x35696nERk+VpCfVUH+GT+tAEhYAEkjb7nj/Cq5lKOWRSY2I5PADdsZwMH2B7U6FFRmUqPMXneeWI9c9f8/SpmAcH3GD70AMAd8Mzhc9lHX8T1/IU0RpAWwAYX++D6+p9RTojglXOXHQn+IHue3HfmpSo5HqMHNAxqqFRQoCqBgAdKhljdHM8Q3MRiRezjufY+mc5py5hby2PynlG/p/hTLq7jtVVnVmBz06AAZJ/AZOO4BxQBJHKs0SupyGH45/p702UoQFbknoB1P0rOt55pZZ3VVWRWw8a/xZ/HqCG57jFaEJjZA8fKv1J6t9f8DQIYvmEgT8A/dIOA3sff9KnwAMY4FIVDDDKCPQ0zPlHDE7ex9KAHuoOT0I6HFNDlWw/Geh7H/CnE4XJ6fXjHrURJlGAMJ3z/ABf596AHM5JCRj5vfoKTYApzg56nFIFMQ4+ZeoHce/8Anmnq4YZU/X2oAj2shGwkj+6T/L/69PV1Y4PB9D2pfwqNh5x2KvI6t/doAeWJbYgy38qcdkMeMbmboO5o+WBAo5dh+JpEjO7e5y+M8dqAKUY3iSKJ3jkQ4EmMhSB936VNbXM0zSpPF5bx4Bx90nHb2ptxp6PIZYmETnIYgfezVHVdVWwiWCImScjaqjkmgB2qal5bC2hG6d+AKqzaJDd6a1rNJIssjBzLGcMrDp+FP06xeEGe5w1zJ1/2fatFRzz1961jEzlNnN2esXeiXCab4gA8tjtt9QHEcnPAb0Ycf55rqBggEHIIHPWmT20N1C0M8SSRt1VlyDUqosahVGFA4AqyGKM07FAopXAMUYozRSAKKKKdgEpDTqQ0wGnFRM3U54FPc5qpcyBV8sfjUgiGSTe7N+VRk0hNGQaLGgUUCigLjqWk+tLUjDGKADRRmmIiurUXkC4bbJGdyP3BFWoZOOevemDCsD+lKRg7h+NaRZlJWZcVqlU5qrG2asIaGiUyUc0tIORRUFi0lLmkoAQ+1FLSUAJSHtTqQgU7iI3UEEYrnfEHhr+0oRc2X7rUIR+7bON+P4Sa6XHFNIAUk9MZz7CmJOxyPhrxMNQMml6nGI7uPKFX6N7YP+fSurgiS3hEcedozgE849PpXE6jaQ+LLu6utIhZbi0IAvBwk7D+EfTsfbnqCNPw74nFyw0/UR5F9GdhD8ZP9D/kVD0NU7nSvEsoGSQQcgj+E0sMwbMFwq7iuM4+Vx6//WpQec/jSvGsq7XGVznn19aVhoR1a1ycl4Rg+pT0+o9O4olkAgJVvmbhSORk8D9e/ShJntSEnbfF2kx0Hv8A/FU57QArJbngHd5WeD647c/kamxQ9AqKFXOANo/w/wDrU2dyIXIJ3YwCfrx/+rr70iSK4IGQR8pB6j2/+t/Okk2tLFGTn5txH+7/APXxx70h3Iri3dLYLabg42j5DyVHUjsW9+CPeqkN/M8UttKq+YBsDb9xLMcDA+vA78ZrWbGPmO7nBz3P+e361XuY4pZoYio+eQsw/vYBPPqc4/xpAXgoAVUHAHA6j/69RzligQDl3C/Xnkflnj9aiAljJ2nzUzyjfeHtk/yb86PPV7mKMHDqrOQf4QBjn25+nvQMtgjJ/wA4+vp+tV5lSS5hjI6BmBz6DHH/AH12zU393j6f/W/xGfpTFANw7H+GMDP1J7/gOuKAF2yxg7W3qezdR+PT8wKZFcRtdSAttbCgbsAnqeOeevY1P/EP73b1/wA/QmoYQHe6LjchkGc9DhV69vzAoAnJAyev9fr3/MGq+nHGmW3fdGM4+nfGf1xTjEFwUYoP4QOQfpnj8iKr2LTJp1sXQMBEuOcEcDseP1oAtzsPLTHK714HT7w9Mj9KeAQvr7Z4/IZqpcTqsQeTK4dDlxj+IZ5Pt71YOGUMTx644/r/ADoAYi7btipxujHQ+hPpj1qUnd8pXI9x/iDURw1wn8XysPU9vr71JkJ6L+AH9RQBHbNuh+90JXk+hI9ajv0BhDmMExurElM8A89vTNSwAhpVBJw+eM9wOep75omiWWJ4yo2uu3OP/saAAxRdPKT/AL5H/wATURihW6A8hCrr12j+E5/u+/6U61l8y0id8byo38jr0P65pZ3CqJBj5GB5YYx3PX0oAURRY/1Cf98f/WpsA2b41TbsbsMcHkdvr+VTZUZ6cetRSAJMshICt8jfzB6evH40ALKoljZCRhhwf8mkhkMkalhg9GGDwQcEdPWpfmGeT+I/xxUCjbOQoBEmTkEfeA6cA9Rz+BoEJcxs6CSMbpkO5Ce5A5GeeoOKkjkWeJXXlHGcH/D/AOtTj/tc/X/6+KqqfstwyMcRSkspIwqtj5hzj6/nQBLIjZ81TllHA9fUfj/Snod4DD7p5B+tN84MuUDOP9kf5H60wGVG6BY3PBPO0+nHH60ATSISAwIDr90k9f6/pTVnV+FBLZwU7g04RDPzFm9j0/KhgIjvX7mPmUDgj1oGNaJ5Vwx2qew6/n0/LNRGGKQeTMm5sghyeTjgHPXPb/61WxgjI6HofUetMkQOuDkH+E+hoAaAFGBxxjj0qvJG8TtNCOvLp/e9T9RUyOSdjjDrwfQ+49qr3l6LUoCpbcC2QewwSfyycdwDQInjdZUV42yrDjtz7+n0oLgHaBuY9h3/AMKz7c3UisxQq4HzgniQ55HsR2IznIq9A8boTHxzhgeuff8Az9KLANEJRtx+ZR/D6VMuGA2nIPp3/wA+9LTCnJZOCevoaAH7RUTqpOQdrDv2NL5oGQ3DDt605Yi+Wk4Xsvf8aAIl8yXqNqjqR3qUusYEcQyf5D1NKzFvkiwB/e7CnJGE4XqepNADUj2EluXPUmnMATnpinEgDkjHtWDrWvR2AMEP7y5f7qDrQA/Wdaj0+IqpzO3CovXNZujWJZjqFy6yXLkgLu4Qf5696TSNImWVr/UG8y6f7qnog9PrVS9sbrw3dyarpUbTWMhL3lgvX3kT0I5yO9axiZylodOo9RUqjNVrC9tdSs47y0lEkMgyGHb2x1GO461bFWZi0opMYpRUjFoopaAEpaMUUAFFFFUAlNJp1RtyfYdaVwI5XEaMx7dKzHcsSe5qe5l3vgdFqtmpLSCl7UlFMY6iiikA6ij8KKQwpaSgHpmgBRUiHnaRxUdOFO5LVx65RvbtVhG6VXDbxjvTo2w2DWhi9C6rYFPzxUCNUoNJjTHUUZoqShKKKKACiiigBK5zXINS1i+Gj2yyWtiVD3V3jlgc/InoTXR96U4H86dxFezs4NPtI7W1jEcUa4AA/wA//XrK17w5Dq225h2xXycrJ0Dn0OOv1rcxTcEUAmcZpPiiSyvP7K1iNoplbYrsOv8Aj7GuzikWVAyMGB6Ed6y9a0O21q3KSjy51GI5lHKH0PtXHWuqaj4Q1A2OpI0luSdjgdR6g/0PI71LRonc9J9c8g9Qe9MAe3/1I3R9fKb09j2+lV9P1C31G3E1vIHUjt1FXfbPHpUFoTEV4u9CVcfLuHUexB6/TpUDGWGVmnVSQmxHXoeuc56Z44OR71K8Qc7wWSQcBwecen09qcLjYNl0q4PAcDKH/CkBk2upzCXbcrtU7Tll2bMgkjkDgYPXHCk9xV5ds1+sqnKpBkZGPvn07fd7560lzpELgvGozgArgD5Qc4Ddh7dKSykElxcs+QzMAqnrtQAH8N27kH8BSsMugcEHt6/54/WoWiSW6YtyyIAGHBBJPIPboKmGCB1J/hxz/n9KhhO6e4bnCsqD6AA/174oHckXzUPB8xSc8kBv5YP44pIZUe6lGCHXChSMN0z06jr71NnJwckN6n/P9ahijRjMGRSDJ3HooH9KALI5UjtnkZ/yPzApkA5c/wAQdvr1/wDretN2SI/ySknsr8kf1H5mmQzny23oQAx5HzL1/P8AMCgCx6n9arad8umWuMA+UnA47D05/SpkcSLvUgp6g8fpkVBp4zptsD/zzUfkKAH3RAtZGHGFznoeOfr+lPaCMncFC+4+U/nxSTr5lpMo6FD06dPx/lUi4YDb3A6f/WzQBWnhYSQFZJBh8c9OQfUHvipgJl6SIfwx/ImknwkasBgB1zxjoR9O1SkEjnOfz/pQBVzP9pcmNXDJ0yex919xUweQfejx+K/402Rgs0TfKRkofYEH+oFTZJHBx/n60Bcq2rtE88IVyVkLDkdGG7+967vyqcuWUqY5MHrz/wDXqIps1BW+YGaLb0PVeR+m41Zw3TafyNAFeCZzGo2SEp8pJI5I4/vUS+ZJGVEfUcZYDB/AmnhXW4ZSDhhuHB6jg/pincj1/wA/jQFyCGSaSIMI0UnqM56fQDvxSyxTSxn96oIIIwO/4mnoMTMmMhvnHGeeh6Z9j+NSHI+9x/vf5FAiKNd6BiznPYnGPXp78UyW0jePaigScMjDkgg57ZP609fkmK9FfLDHPzenGe3P51ITxg9PQ9P1zQBHBL50QkK4bJDDqVYHBH+e2DUrKHRge/eq7/6NciU/6qXCv22tjhuccH7v0x71a+p/DvQBHGxIKt99eo9R2P41J0OD0qObCASbgGXt6j0ycULJ5ozGpOe/T/6/6UDAHyXCn7jHj/ZPp9KV5EXOeucYHP8A+v8ASkMRlGJGyO4XoaSMeTmI9f4W/vD0Pqf8igCN45JBn/Vn+E9SKYI4pRskjBcHJB5x/tVbxg1HIm/BH3l6EUCE/CoJosN5qMEcDknow46/4+4qRXLgqRtfpj+tZYiurlwJsEEBSvfIPIHqD83Ppt9KYGnFN5gYEFXX7yHqP8R/P2p24sQsY3EdT2H+H61D9ilMKFn/AHqD5GPVj6H61PHco8cfkpyf4T/CfQ+mO9IBwjSEBpDlvU9B9KNrzY3fKn6mnLFg75G3N29BUh9u3X2oAaFCghRge1DEAc+nemXFzFaxmSRgqjkk1xGoa9e65cmy0pSIc4eU00rg2X9b8SMJfsGmjzbljgkdFpNJ0YWpNzdMZbtuSTzt+lU9BNlZarPpbq41BVD75P8AlqpH3l9h3HX9cdNt46CtIxMpSEUf41KB+X86aq08CqZCIrWzt7NXW2hSJXcuwQYBY9TU4FJS5pDFpcUgoBoAWlpKWgBaSjNFABR2opGOKdwGsewqpeTbE8tT8x6mp5ZfKTcep+6PWsmRizFj1NIpICabQTSUih1ApKUUAOopKKAFpc8Un1paQxaSlpKAFpwNNxx1paAFGR0p0hdoi8ahnXqPWmU5GKkMBx3qkyJRuTQTCUZUcYyD/T61YDVTCYYvH908kehqwrVe5lsWAaXNRg5pwJxUlIdS0lFFh3Fo6UlKeaQXEzS0gpaBBTadSYoGZWv6vHommNcFDJMxCQRDrI56KPX3+nvVDTvDok0qddZ/0i5vXE0+ScI38IX0x7VoS6HHc+IYtUuZWlEEYFvC33Y2zyw98VpkZJpk+h5xe6RqnhSf7XYyvNZgk7hztHow9P8AaFdVoXim11NESYiG4I+6Twfoa2ivBBHB7VyWveDEuibnSmENxncYt2FY+o9D+lS4lxmdsu0455owCCGAIPXNeeab4pv9GnWx1aN22kZLfeX8e4/zzXcWOp22pQiW2lRx7Hr+Haosa3Ibq7is3NtDOY3IGU2lkjycZz/Bzx6VeiNsYltXj8vYBtRv6Hv+H44rM/syebU2mnffCz5I3Ebl/hUr6A81suElUrIoZT1B70gRC0E0Yyh82MnBD9R+Pf6H86ZDIuWVlZZCxbaRg+3Hf6jP0qURSxH9zIHU9EkbJH0P+NIJoJtsc8exychXHU+x6H8KVh3JPyyfUcn/ABpsJyrf778fifx/SkNtIgPkyZGeVf8Ax/xzUUTNDGRMpjG5jk8qct/e6fyoHctZPI7Dt6f5/Cmw8oeMgO3J/wB4/h+tOHO3HOemB/T/AAzTIsbSP4g7fX7x/H9KAFeGOQ5ZRu/vDg/n1qtYxutnGqyMNpZcMPTjpwe3rVzIzjIz3H+f8Kgs/lhZASCJH46fxt+Pf0oAeWlOQyK/vu5/8ex/OmRXC/Z4t6uCVHJU46c9Af51OXx8gPPoP85/SooPliweNrEfqfXHbFAXFdo5YJER1JZSPlI/oakXDKGIwGAPIx/MUhVJQQyh/wDeG7/Gq9vDGsG1QFKkr8p29DjsaAuTXGRCzAnKgN19Dn1qTjFRCDJ4kkx7MT/Q0yCJxEuZWyMqenbj+7QIW9AWBZtn+pYSfd6Do3b+7mrIA9B25x/9jUDRMwK+YCDwfkFQ2nmtbhGlG+PMZ4Hb8fTB/GgdyecBVEm37hyTjtjBPSpMe38/8KjMbYIL8HqNopkMXy7TKxKEjt/8T6YNAiSdAVDj5inzDn8+/enBhgFTwRkY9PypjRY+9I/4tj/Co44o9zRsoODuTPOQfr78flQA+ZldCfMQMDlSSOD+dEdwsgBRJBkcjbtx+eKkCCMcAL9Bj/CmcRy56K/6N2/OgBGR5Y2QoAjDBzz/ACx/OooN7EwySMzp/d7qeh4yfr7/AIVcByeeT69ahuYtxWaMZlj6Z/iHdfxoAkESRkFVHXr3/Omn9y2cny2PzDsD2P0NPjdZY1Zfunp/h9eo+op2ByD0PXNAw78npTZFDrgjvmmoRG4iY8Z+XPf2xS+ZuJEalz6DmgBiM24xSEbh0I7j1pHcKRzn2Henm2Z8b2CgdAvX86QvDAcDl8duT+dAiPyWlYFv3eO45NSZjh4BO8/iTQBK+f8AlmvoPvVJHGqD5R9TQBDIk0sZI+Xj5VHes+JJLi2lhaVFmSf/AEcrwFZQP09R6VsAnr2qjctYWDPd3DKh5Ykk4z649aAJ7OSaW3D3CeXJk5T05/Ws3WPEVjpSkSSAyEcIOp+tcvqPjS6v5Ta6TE3Jwsnr7j0FLovh9ZJGutRk8+4Dcrn5Qcc557elUlcmUiJItT8TzCe6drey3fdGcmuktLKCxhWC2jCIBj3PvVgAAADgDoAKeq89PyrRJIxcmzI1zQhqtusts/kalanzLacfwtjo3qD0qxoWpTanYFry1e2vIiY5omH8Q7qe4+ma0gB69KkxTGAFLRRSAKKXFLgUAIKKBS0AHFH0oxQKAFoNFIfWgAzxUbEKC7H5RT8Z7cCs28ufNYov3BQOxFPM0rlu3YVCaDSZpFgaKQmkzTsA4UuaSlpAOopBRQA6l+tJTjikMQUUd6M0ALxS02nZoAKUYpM0maBEiSbcjsam+6c5ypqqDxUsUgHytypq0yJK5YVqmU1W5Uk4+XsalVqZmT0cU3ORRRYq4tKDTc0ZFKwDqWkzRSAWigUUDuFJg0tFADTSE9fp1z7dPpTiKxvEsWoXGlG006P97cOIXlzjykI+ZvfHT8aZLMq3VfF2o38lzGG0mH9xbtgBmkB+Zg3pzj0/WsLUvDWr+H5jfaXM8tuhyWjPzD/eXuP88V6Bp1hBpenQWNsoWGFAqgcfUmrGMfliiw1KxxGjfEI70t9TiOTgeag/mO1dzbX0F5GskEqup7qc/wD6qwdW8KaXqrecYRbzj/lrCuM+zDuPeuMv9H1zw2zXNs7PAOWeDkY917fiMe9Q4mikmetBmGRnHqPWlO2QbZApB6g96820j4jFSkWpQnnAMiL/AE/rz9K7mw1nT9RjD29wje2cH8jUFlwQNHgwSlQP4W5X/EUouHAH2iHHbcnzinqf7p5qQsCKQyH7Pby5aGQKe5Q8fl/9ami3nhBClZBuJAPyk5/Q1K0ELnfsCt/fXg0eXPGP3cwZf7sg6/8AAhQO5E0vlkCRWjz/AHhx+fT9ais3BWcAgqsxGVORzg+471Z+0SI22S3ce6fMP8f0qvam2ly0gVbh3ZvmO1+T+fTbQFyfsQOfp/k1FFlZJQT0bPTHUf45qU2+STHK2Pc7hTPInDswaNg2OOVPH50CH8sfUe9RodssoLZ5Djnsce/tTmMydYWI9VYH+ZFRb5BOHKSqm07vkPXjHTPvQBYPIwRn6jP9KjTiaVcg52sOfY5/l+tJ58S/eIH+8P8AECmNcRCWN/MXqVPzeoB9fYUAWcgdx/n8arqViv5EycTKHHPccHv7r+RqXzQf4v8AP51BdybYllV+Ym3nntzkflmgC1x0yPz/APr1G3yTqxYbX+VunXqD1/D8qd5g5+bt6/8A16ZJNG6sokAOOpPT9aAJunQY+gx/So5htAkAyynPPPHcU2OeORAeMnqAM4PpwDTw5/hRz9FP9QKAHgjAIPBHBHekdA6sCBgjGRUccc4yohIGcLk44/DNSCKY9WjX6fMaAGxOXGG/1i8Nx6d/y5qQsMYZh+NNFoN25pHzjHB2inZt4j/D9PvGgCsH8q6/dhmSZsAAZCvjI56c/X09atCGZwclV9/vfyplzK0yqqKVcuNhY4G4HIH6Ypyu888kLS7WTBYIOxBxyfofyoGOMEKYMh3n0c8flS+aGGIo2b68ClWCNcHaWPfdUmCAfrQFyDynkGHk4/urxSrGkf3VxmpG6HPNQXF1BaRF5pURR6nFAiXacj+VRySx26F5HVVHUtXKap47tosw2KfaJRwOf85rlNRu9TvwbrVb1LK0Y4QudobqQFHVj9PQ07Bc6XXfiDaWW6CxRrmfsR90H0z3rn7XTda8TXQvNUlaCAjKp0yPQL/jW3oGjaT9hh1C1H2nzV3LNIM4/D+HHQ98g10AHJz19atQMpTM/T9HtdPj2Qx49T/erHuf+KW8R/buRpOpuEn/ALsM/Z/YEDr659hXVYzUN7ZQajYzWd1GHglXa6/jn+fP1qyEywBnJHT/AOtThUdvbrbW0UCFikahAWOTxwKmA9qGFhcU4UlOxSGJRRSigBaO1JRmiwC4ooooAXvRRRQAhzQOTjvQNxOAKqXl0I8xRnLfxNRcaQy9uwcxRnp941n5oJpvFIoM0lFFAw4pKWjFMBadTRTqQCiigUUWAdS0lGeaTGGaKT6UUwFzS03NJmkA/iikz1ozTAXIFLnIzTaKBE0UoB2t931qfBQ5ByKo5qaKYqNpGVz1qkyJRLqvmng5qucpyOVNSK+aZmSUU3PpS4NFguOzTqjGaeOlKxQucdqDxS5poPNIB1FFFABSEd+9LSdaAsJSU6jAJpisN25/DvXkfjrxFNP4qFvYzyRixBUNGxBMh+8Rj8Bj1Br0nxJrC6DoN1fceYi4iVv4nPCj8+fpmvK/h/ora14jW5uAzxWx+0Ss38T5yo/E5P4GlJ9C4K2p3sfg611LSLdtRTy9SaMNLNGoX5jz8wHBPvisG98IarpbGWzY3Ea8hojh8eu3v+Ga9KY7j6/WgEg8GiyDmPNtP8X6pYsEmHmqpwVccj8+n611Wn+N9Puiqz5hY9d3SllvvDuuak+nTNBcXiEgnkMCOuGx1H1rNv8AwJCx3WFyUP8AcmH/ALMP8KlxLUzsoL23uFDQzKwPoatKwHT868ol0XXNIZ3VJVVf4ojlT+Pb8cVYtfF2pWbBJGWRPzP6VFiro7zW5nVLaFZBHHJIfMYttGApOOOnOKtaaFk0q3MisQyBsSckZ6D+VcpbeO7SZdt7CVyfTIretfEmmXOFjuEBPbOCKQzSNpFuBUMpH91jj8qPLlH3Lhj7MoYfmKdHcRSfddW+lSb1PGQfxoAiJuVOMxtx7rSiSZRg24/4C4P88VNzkHt7Cl9waAIDcMv3oJB/wHNN+0wnrHIPrE3+FWNoxRjNAFfzrU/8s/8AyEf8KiuXtXtpUVFyyMBhO5GPT6VdJ9qw9ZmkS7bbM8e223xBWxl9449+350AaUclsIkzFzj/AJ5H0+lPFxFj5Yn/AAiP+FVrecjWbuFixLLGQMcLhTWjxzwPyoAhE5YfLDKf+A0vmynpCf8AgTD/ABqal6e9AyAG4b+GNfoS1L5Up/1kpB9AmP55qQ+/P1oyAMAdPQUCIzbx5ydzf7zVKI0X7qgfQU0yIgO8gfWqk+s6faqTJcxjHX5qAJNUieWyZoxumhIkjx/eU5x+QIqL7PdS3ltdlljJjKzKPrlR+ZxWRc+ONKgBCyF8f3a5+88e3c7FLK3wD3br+VANo9FeVEXcxAGKxb/xTpliGDThmHVVOa4kQeJNYJZjKkTd2+Uf41ds/B8EbCS7uGkfuI+lVysnmQzU/Hd9dYi0y3wTxuIyfyFZkWga7rkgm1S5aKM9iefwUf1rs7WxtbMYt4EQj+IDn86sYI696tQRDmZGm+HNO0xUZIzLKP8AlpLz+lY/xB0M6logv4Ezc2QLkg4zF/GPwxu/AjvXXhR607arqysoZSMEEZBFVZEXdzzv4aa788ujTN94+dAx9f4l/Ln65r0YivGdY0x/CfiGZ7eZUeGVZrZc9Yjk/jg/Kfp7167pl/Fqul29/Af3cyhsHscHcPwPH1FKL6DmtmWgKcB/KinCmJIUDFOpBS0hiilpKWkAlKKSimA6ikpaACikzRmgBc460inccCgKWOP5VVurxYgYoeW/iagaQt3diNfKjOXPU+lZbHvmlbkk55NMNIoCaSiikMO9FFFMAoooxQAopwpopwoAKKWigBTRRRgk9KTGFFLSUAJSe9OIxSUALxRxSUY460agLS036UuaYABTl+lNzThgUCsTxSlDhuVNSlf40OVNVc1LG+ztlfSmmTKNydXBHFPzUeA43x9fSkDVRk1YsjBpRUamng0WGh1JS/jSUrDFzS0gpaQBSUtIR6UDFxRig8DJIC98/wCPasd/FWhRz+SdVtg+cffyM+melAjz74naz9t1aLSYmHlWnzSEHIMhHT/gK4/M123gjRf7E8Nwq6YuLnE02eoJHC/guPxJrIm+H9vda/BqkV35trJN50yPg7snOAR2J4ruiKSWpTegn0oHvR/OlxTJOYsfBNjYeJH1hZ5C29nSM9FZs/n1NdNjIx0FOx/KjrQMYGYdDVa702w1Dm6tIpG/vFfm/Mc1bwKMUAcrd+BtOmJNtcTW/sfmUfng1iXXgbVYWJs5YJwPR9jH88D9a9Dxzn0o5xjt6UrDuzyiW28T6UGzDdxgd1BK/wDfQyKbF4w121OGkYgHkMOf6V6yGIPBNQz28Fyf9It4pT/toG/nS5SudnnkHxE1SNVDwKxz1zt/nV6D4nSbsSWjcHnaQa6efw5o1wrCTT4QT3UFcflVB/BGiyNkQyqMdBJnn8RS5R85Uj+JtsynfbSqQemAf61dT4jaadu5ZF3Duh/wqrJ4A0xgRFPMnPGQG/lVST4ewmPCXyhh0DRf/Xo5R85sn4h6UBkuQOnKn/Cmv8QNElZfMXcyjIJjJ289uKwZPh6wAK3yM3cGP/69J/wrtgci+j4/6ZmjlDnOjT4gaKZMh23ueuw/4U9vH2lAkZf67T/hXN/8K9yAWv0BHpF/9ep4vh/AQPN1Bv8AgMQ/xpcouc2W+IOmqTwxGewqvN8RrRQfJgdz+VQL4E0xPvT3Dn0yq/0q1F4P0ePBaCR8H+KT/CnyBzmRJ8S7iRtkNlg+rGqr+M9auyVhAUt2Vc/rmuvg0PS7c4j063GO5Xd/OryJHEMRRpGPRFAp8ouZnnqw+JtROWFwV7bhsz+eKtW/g69ny11cRxg/7W8/4frXcYox7n86fKieZnNQeDdPiAaRnmbuD8i/41t2un2dmP8ARraOMjuBk/mat7fT9KMU7IV2RkbuvP1pCtS4pMU7iI8UuKdgUuKLisN20oGKWobm5htYWmuJVjjX7zMcY4ouM5n4haIdU8P/AGqEFrqyzIiqMlkP3h+QDf8AAaw/hhq0iPcaXIrNC/72J85Ctj5h+I5HuvvXUL4y0Bn2G8AGdu5lbb/KtTTLHTra0jbTooRCwDI8Y4YfXrxU9Sr6F7ik3Y7VXvdQs9OiEt5cRwoeAXbHP9aq6f4g0fU5vJs9Qhll7Rh/m/I9f50xGoDTgaAMfr/9agUAO5paSlosAmKWiigAFFGcUZFACdaVVyfYdT6UJgx+Y3yp6ms+8vt/7uHhB196B2JLy+CgxQnr1as4nOcmk4zSGkUFJRmikMKKKSnYBetFFFABS5pKKAFFOGKaKUUAOooFFAC5o603pS5pMYtHGKKSgBeozzj6Un86TvnceffpQTzkUWAKXHvSUDp70AGAKX86PpRg0ALxS8UmOPejIoAfxRTcnilzTsBKkjRtkVYXZMODhx2qmDTw2DkdadyXG5bBK/e6+lSKc1BHMrjbIMf7VSlWT3B707mbViQU6o1bI61KMUE3FxSUtFIpaiUoooFA7nB/EDU7me8sfDlhIY5bs5l28ZBbaq/TOc/SrUfwz0ZbAwM07XO3Jn3459dvp+tZniEZ+K2jE9ki/wDRj16OfvY7dcUrD6Hn3gS5utO13UPDd1IZFt8mL2wR/MHPtXfV5/pP/JXtVP8ADsI4/wBxK9CPWmDG0uDRS0CCkNOpMUAFGKWikAyilxzScUwG4oxTqKAG4o206kxQA3GetJj3NS4FNIxQAwrnvRjFPxRigLDCDSYNPxRigVhmOP8AClApaMUDExRS4paAG4oxTsUYoASilxSYoATrTeaeeKbQA3FLRRQISuT8Sabfa14g0yyMbf2XGfMmbPys3JwfwAH411nal+nT0oApvoWlS2j2z2MBhZcFdg/n1rB8HxS6ZeavojuzQ2swa3LHkI2eP5fjW7qurQ6Vbb5AXkb5Y40HLEjp/wDXqp4b025txdXt6FF1eSb2A/hA6CkVc43R7D/hNfE1/f6kzPbwNiJAegJIA/IZNXvFfgezt9Hl1HSt0FxaAy7fMOHUAk+4OASCPSmfDInzNZU8nzEwB9XrstbYpoGoOBki2k/9BNCQXsyr4Q1eXW/DNtdTgecuY3I7lTgH8Rg/jW5XJfDhceFAB/z3bp7gGutHNNCYtFFFAC0dqKUAtwByaAG47YpzvHbxl5TjH8Pc1DcXcdsCqkM/8qy5p2mfc5oKSJLq9e6OMbUHQVW4pDRkGkMM0daSlwaLDE6UdaWmnNFgFoo5oxQAUc0UtFgEooxRRYBRSjrSCnYoAKKKKACkPel+lBpDDmigmkzRYA6Dnik59KKKAA5xx17A96UZGM9e9Haj3oAUd6cPrTaMUALznNFJyO1LmgBfpzS03I9KXPrxRcLDgaXNIMUA0AOBI7VNFO0YP8S+hqvS5p3E1c0kKy/NGee4p4PODwazFkKnK9atx3Qb5ZR+NO5DiWue1LxiowPl3L8ymgOKZD0JM0Cmgg0oNMLnn/i3/QfiBo2ozjbb7EG7tlWYn9CDXoQIcb1IKkZDA8Y9fpWZruhW2v6cbW5BUqdySDqhrkD4I8RLB9jj1pfsvTHnOBj021L0LvsHhwrf/E3Wb6Bg0SBhkHg4Crn8SDj6V6Eax/Dfh218N2BhibfNJhpZiMbiOgHoP1rYNAN3Cjmjml5oEFLSc0ZNFgCiiikA3HNGM0tIadgEopcUcUAJR3oAJ47+1QRX1pNM0MV1E8y/eRXUkY4PGaALFNJzSsyxoXdlVR1JNVbfUrC9cx213BMyn5hHIrEfUA0g3LPFLSEY/lj3pc0wEpaAOKq2WoWmpK7WdxHMqHDFDnaff9aLgWdtGPeikFABmgdKhnvLa3mghllVZJ2KxLnJYgZI+gHWorzVLLT57aC6nWKS5OIlP8ZGBx6dR+dFxl2ilxSUhBSGlpD0oAaaaT7U4000wuJSUppKBXF61la1rC6ascEKiW+uOIIc/ePT8q1QKwNX8NSanq8V/HdmF4lCoAOVOSTz+VAEmkaLLG5vNSl+0Xb4Y5PyrjsBXQY5B9K5s6V4g8srHrK5xwzx7j7dK0tJt9TthKNRvI7gnGzYuMdc/wBKLDOJ+HUyW3iDXLKVgsrt8qnuUZwwx68g4+tdl4lljg8Nai0jbd1u6qfVipAH+fWsfxB4K/tHUf7T025+x3mQXI4VyBjdkcq3v3qovg3VdQZF1rVPPiQ52A5z/ShAzT8BwGHw0MrtDylgR0IAXFdMtRQRR21tHBCgVIwFAx2qTHcdKOghaWlVCVJPC+p7VXlv4oCRH87+p6UDSLWFRN8h2getZ11qJcFIRtX171VnuZJ2zI3T0qE+1K5VhxJPJHJppNNyaOtBQtFLg9aAPanYQAUv1pQDS4JoC43FBFLg0h9jRYLiYpcUuKXFFguMxS07FG2gLjaTFPxSYoAQClxSinYoAbiinUUDI8jFGa53/hL9O/vN+VKPFunf3m/EVIzoPrRisL/hLNMycyN+VOHirTDz53Hrii4WNvNGaxB4p0s/8vA/I0o8T6UTj7UlAWNvr0o9+3rWP/wk2lgn/Slz6Ypf+El0v/n7QUAbAOelGax/+Ek0o/8AL5Hn604eI9J73cf50gsa2euKOPWsv/hINK6/a48HvmnDxBpbdLyPH1phY0qUECs1dc0wnH2qPH+/T/7b0s8fbIs+m6gZoA0dRVAazpnB+2x04azpRx/p0fvSTEXvxoqkNX0o9L6OnLqWnysFivYnY9g3JzTAtg56UoOKb0peCKAsTxXDxkFTx3FW1uophhvlb17VmGnZpktXNYqV5B3D1pQRms2G5eM/Kcj3q6l1HKBu+U1VyHGxPilz2zTedoYcigEH6+lBLQ/r1/Oim5NOAOOaBhijFOx70nNIYlJS0mR60AOpPrRketITQAlITzRmmk8dKAH+n+etJ061z3i221CbTFuNPumie0YzGMceYB7+w59K4+HXtX8ZX1npkcos1X947xcbyozu9enakNK52PjHWLrR9D82wj33E0ohXjJXIOCB3PFcL8PEnt/Gs0U6ss6wSI+7rnK//Xr1dIyIkV3MjKFy7DliO9edaCv/ABdXUyCT80xz9Rmhji9xmqT3njPxnLo0U7x6dakrIAeGCnDEjuckACpNf8BR6ZpUmoaXdzCe2UykMwyVAycEdCBk/hT/AASMePNe4/im/wDRwrtdcJPh/UsHH+iy/wDoJoC5meCNal1vw8r3B3XFu5ikY/xDAKn8QcV0WK4b4WkDRLwYx/pAJP8AwEV3VCExARt6jOP61wvw1YNDrC7sgXY6nnnOP8muv1azn1HS57a3uWt5XAxMmSVwQT0OemR+Nef/AA60y6/tO8uPtThLaUxyR84lYh1z19fWhj6HpRo+UAknAA5J9uaU1geI7iS48jQ7Vilxfn52HWOEffb8sKPc0yRujbtX1WfXJDmFf3FkO2wH5n+rHOPYVkePGCa54aJHJuW5/wCBRn+tdnbQRWtvHbwqFiiUKoHYAY4rhfibHJI+jeUcS+e6KR1DfLjn8BSGtzvwc9PX1oxXm2paZrfg+2h1eHVZLj51FzG5Yg578nkZ49a9GhmFxbRTqMCRA4/EA/1oBofQaMUuMUCGGkIpxpDTAYRRinkUlBImKXtjt6UUUDD/ADzS/rTRSg+tAkOyQePpQRn8+lOSMvkge9EssFuP3jgn0FA1cRY2Y4HPvSSzQ2vMjBmPYVQuNSeQlYgUA71SZtxyTmlcqxbudQkn+UfKnoKp9aQmkzSKFJozTTSUDHUjOsY3k9DRxVDVZTHa/L2yf0phc0Uk3rvAJx1wM0octnb+ArhG1y4hiKl3wTxsbGaIfEdxGeJZuB/eNVYm53m5s9qflu4H5VxEfia44Pnyfjg1bTxRcDJaViOxZBQI6zJPb9aTJ/u4rnIvE7nGWRge/l1cTXldcsI8fQ/407Bc1skHkHFOyDWb/wAJBbdG8v8AM1Zi1e2mKqqrk9PmxmgLloH2oz7VB/adpuIYYI/2xSnUrPHVs/7wpWAlz7VG0gUgEE5PYUn261H8bY9wKEubVv8Aloy/8BosO5JmnZHrTRJb7SRMD+FO82AHAlT8TRYLigiikMsR6Sx/99UUWC5hnwjpeeLZv++2/wAaQ+D9Kb/li/8A39Ndj/ZgxgSAj2pf7Nx/y1/SosaXOLbwdpZPCSfhIaYfBmmZ6TD6PXc/2Wc/6z9KP7JP99fypWA4P/hCdN7faB/wL/61IfBOnE533AP++K7z+yXHVwP+Ak0v9kv03j8jTsFzgm8D6cB964/Bh/8AE03/AIQjTx/y2uB/wIf4V3p0kjPzr7YB/wAKDpEn99P1/wAKVkK5wB8D2A58+5/Nf8KQ+B7En/j4uPzH+Fd//ZTspKyIw7EE4/lSHSJTjJUfif8ACgo8/wD+EHs+n2q4H4r/AIU7/hB7LH/H1cY9OP8ACu//ALJl9V59Sf8ACk/suU5wyf8AfVFhHnx8C2va7nH1Ao/4Qa3x/wAfs+foK9A/suUDjZ+dL/ZUx4G3PqDRYDz5vAtv/wA/k3/fIpP+EFg5/wBMn9/kHFeg/wBkz/7P50h0mfn5YyO2DRyiPPx4Hg5xey/98irFr4Sis7mGf7VKxRwcV2x0ub0X/vof402bTZhESVGFG44NFhplIgc/pSUDgjijOKYWEBz1pc/lRxSUC2HZopKKLhoTx3UkR+U5FWrW9a4nKyrGkWOG71nZ4xR7imTY6BoSOhB+hzTDkfe71ipM6/dYj6Vbj1FxgOoYeop3J5S/nNLmoI7m3mH3tp9DUu0kZQ7h7UCHfhRx6Uwlh94GgNmgB+KaRRk0fjQFxuKMUp57UUAYfijSr7WNNW0srlYlaRfNBJ+ZPTj09O9Yd38P47eO1m0m5eG8hI3O54fnJP1H613GRSHBGKAuNiVkiRZH3sFAZsYye5rzvRAB8VtS55LS8fgK9G5PWuM03Q7+3+IF5qkkO21kL7ZNw5yvpmhoadih4WdLX4h6xBKdskjShVPUkuGH6c12GvyxxeHdRZ2CqbaQZz6qR+fPSs3XvCw1C7XUbJ/s98MfMP4sfToayLjwtrutLHBqd/8AuEPzAvuH5DGTQgJfhhE8WhXbMMI8/B+i4P5V2wqtp2nwaVp8VnbJtijXAz1OerGrNK2gmL1wSBn1rifh+Al34giIAb7WSR3I3OP5/rXbDFc9/wAIybbxMNYsrnykkbNzD2kGOo/HnnvTC+huXE0VtA88zhI41LMx7DGc1ieHYXu2uNcuVKzXpHko3WOIfdH49ata3p82qpBaKwS1aUNcEnllXkL9CRWmFCqFAAAGAB2p2AAPWuJ+ISkS6G+eFusD9P8ACu371geKNCn1tbIQSIht5/MIfvxSAh+IK7/CM4GP9ZH/AOhitrSTnRbH/r3j/wDQR/hVXxHpcmsaPJZRsqOzI2W6cNmr1jC1tp9tbvy0UaoSOnyigd9C1xRmm5ozRYQhNIaX8aaaBXDNFABboM/SpBA5HTH1oAioAJOOp9BUjG2h/wBbKCfQVVm1SNPlgT8WoGkW1hYjJwo9SaZLd2ttkZ3tWTNdTzHLOfoKg4pXK5S7Pqc0pIT5FxjiqRYk5JyaTijNA7IM5oJpKSkAppKKKBhRRRigA6Vmamd0LAmtJhx1rJ1TiFvoaaAxrW2jdmWRFbPqK0Y9NtuCIV646VUsRyefrWxEB1zWqMWMGlWhA/crmnDSLTAzCv5VbVc9ql2k0rCuZbWNosvliDLYyABS/YLMoHVcgnGMc1Zkjzdr820bDyKjiikQKxztWQ846jsaB3IRplqz7ShU9s+nrSjTbVWP3gVq7IMyIR26mo5BuR2z1NIZXawiJYM7EHuOtM/sm3Y/61xk8VcjBWRz69CaaQDvGMKzZB9KB6lGXQ02n9+6/So10fGALt1PetB5t0JDEgj71SKT52QAflA5oEURo8yqCt4SOcfNThp9yv8Ay8MR9au8CSM4HfipIiFUjGcnjnpRYLmd9muAOJT+VFah56UUwuXcn+8aUMR0JoxRisjYXzGBzvNBkfs7fnQRkUgGKBgZH7Mfzo8yT+8fzpKMcUAHmSf32/Ol82T++3503HOM0Y5xQKw9ZpFAxIwHoKX7RP8A893/ADqPA7GjH0oGSfabgdJW/Oj7VP8A89pP++qjxSBfSgLkwu7gf8tn/Oj7bc/89pPzqLHvRzQK5N9uuc/698fWj7ddYz5749M1DjijBHU0Bcm+33Q/5byfnTjqFyVwZnx6Zqv6c0pX3oBCZPekwOaXGaTp3osO4p4pCKcPejtSBq4nNHel9qMd6YhKBxxS49KMUAJ07U6jIowfWjUQYGaekzx/dYj8aZk0DigLF2PUZFGJFVh+tWVuraT72VNZWaB7HFO4uVG2FjfOyVT6CmmGRc8ZHtWOOOhIqeO6mj+7I350Ji5TQ2leoakzUKalIMblVqkF9C3348fQ07isxc+v6UcUomtX537fan7Im+7Lz6ZoJ1I/xoJPrUvkc8SKaQwPj+GgdiPd/wDXo3E9ac0Lj+EfnQI5D/DQLUTvRS7XB5Q0bWbop/CgYn4UucdKXYx/gNLsbpt59KAGEUU7Y5/gNKIZP7uPrTAjxRU32d+7KPqaQxov3pkFIVmQnj1oJHXp7Gns9qn3pc/SmG+tEOVjZvrRcdg57AmnLFI/RfzqGXVQCfKiAX1NVZL64k/jI+lFx2NP7PtGXkAFRGezizmQt9KyXd35ZifqajNK47GnLq6qP3MQHuapzahPNncxA9BVY0lFx2BiW6nNL06U05oz70hhSUtGKAEopcUYoATmkxxT8UYoAZilxS4pcUAMxTqXFGKAInrG1hits5HOBWzJ0rG1b5rdh7U0Bn6QvmKzHIOcEelbsS47VhaM3l7tx6GugidHxgitEYvcnUelTIpPA+92FRAhcHPBqbsDnBpiHhXZtx4IFDbm4Pyj2qMs5wC2fxpDuHelYQSKu08YzVcgbcAcCifcP4j0JIqqHZgArgEKG57g0FonyMYxTc9v5VAZCJcdt2P0ppmG0/Nzz2pDJjtIxT1HfvVUv83J7ZqeNsgE+lFhE4RT+FPHynpUWcU7ORwaYEm6iojmigR0Q0uZs8rn0p39k3HbafoatLqVtGuN2fepDqtquPn5x0CmsmblA6Tc+i/nSNpVyD91fzrRXU7UqT5o9+OlH9o22A5lTB9DQBm/2Xc8/Lz9ab/ZtznlP1rVF7C5yksePdsUpuIT/wAvEP8A32P8aLDMkadckH933oOmXQA/d1sR3MCA7poyc54ani6hJJM0Y/4FQBiLptx/zzpP7PuBjMeK3Bcwdp4vf5xSPJERnzV6/wB6gLmJ/Z9xn/Vnr6U02FyBkxnFb37oAfMnB45FOZlB+9njsaQjnvsFxjPlGj7Bc/8API10QI4+YYPvTDJx9489D6U7AYH2K4HBTn0zTfsc5JBibj2rolMZ2gkb8dqc5IOWJ/HNIDnRZXGP9SaPsNwDzEwroo2XrvyfrxSs3zABjn1xTC5zf2OfP+qb8qDZzDrERXRJJtX7/XOOabsDOMuMDpzQFznhaznpEx/Cl+x3HeJsewrpeQpKk5pQrFRuJ/Oiw7nMfZJuQY2/Kj7LL/zzbmumKNv4DfXtQQqYyMAd8cUhHM/ZJv8Anm2PpS/ZZv8Anm1dIBuAA59e1AjcchD7DBycUwOaNpN08ts+lL9kn6+WcfSuj2Mp+6frQwcjv7g0Ac59ln/55n8qT7NKcZRvwFdOPu9yfrioRHuIYgjJ4HpQBz/2Wb/nm30xQLaYf8sm/KukZSpyAfbmkYEjjrQBz32Wb/nm2B7Uht5ef3bV0Tb2Q4U8jnmo4lYopKNuI5BoQGEbeX+435UnkyE48tsgdMc10JU4PHOOmaa8b4LBcE96BHP/AGabj9235U4W0+M+W3HtXQRCZYx5gy3qBxTyGORzg+9AHO+TcAcBsfjT/wDSl7Pit0DCnjn3NKNwGCP1oFYxBLe9Mv8ArSia8A+6fyrcOQCdv61GMsDgZ5oCxk/aL4k/u/8Ax2j7Vf8A9z/x2to5wcZyfekye2aAsY32m+B+4f8AvmkNxfnquPw/+tW1k0m58E5Ptk0wsYhmvmPO4fhTC12x53flW2wDMG5z6ZpCw64470BYwTHcHrvI/Gm+RKcjax/CuhCEr/8AXpu3JB6Y6c0WGc+YH7pj6mkELt0GfcdK6PaxOP600RkYIGAOgBpAc99ml7Rn8qT7PL/zzNdEQwHTmgs4Yglvzp2A5xreYdY2x9Kb9nl/55t+VdLyBjBNNw+00gOZaGQDmNvyoFvKRxGx/CulKtnjkd+elKVYDCnB7U7Acz9nlx/q2/Kj7PL/AM82/KumXft5HP0pfqp/OiwHMG3kH8DflR9nlOf3bflXTt0ORTGfjhfm9DRYDm/IkJI2Gl+zycfI35V0IjIJJXk/pUgG5QMdqLAc19nl/uN+VIYJQBlSPwrpue471FgvIpPG3t60WA57yJOfkP5Uvkyf3G/KumIBxx9KXb8o46CiwHMeRKP4Gx34oMEuT8jD8K6NwzpjbnNKEZUVDyAuM0WEcrLby4/1bflWLqUUnlEbTn0xXoQIYmM/eAz+HrWffaY8wIC9fSkNankxuXtCc/L65FPh8Qwr951b6PjFdHq3hq9d3UWzMCOCBXG3ng3VndjFZyHPtTjJkygjZXxPGxIBH/fVW4/EqHgVxT+FtZi66fMPwqFtD1SM5NlcA/7pq+YjlPQ4vEcbEhlyMVej1/Tj96baP9oV5V/Z1+h5tp1P+4aPs98o2stwv1Bp8wch6+b3S5QJPtlvluNrMVI/SoJJ7FgCk1uQvQ+ZXlAF0NuWlU56YNPV51yQ0gouhWZ6Q2o2g6lc565pPt1oScbcH1avP0uJuf3rD61KLmUADzSceoosB3ourcnPHPHBqVLiIACuBF5NgBZF+X2pwvrkZGVP4UBqegrdQAZLfpTxd2w/jH4152NVuCxG5Tjtu5qUajP3H60Bqd897b5+8KK4YXsh6MR9TRQOzOv/ALesFVWa/gw3TdIuT+XSrUerWT8C7i3e7ivF4vvS/WkX76/SsuZm9j246hbKoY3EQU/xFwP1zTk1G1mJ8m8gkPfy5VbH5GvDB/rRUzdHpXCyPchIrfxg+uO1LvOMbj+FeJW/U1fT71VcLHruW65pct/eOPfNeVt92rui/dFFwsejElVLFmCn60zzkJ4lBPqDXn2vf8e4os/u0CseilnXkkj69aFfI4fgdea85sf+Pp6v6D/yHXpBY7jcwAy2PTLUjSMCD5n5tioh1X60TfcSgCXduO/zPmA655qQM2D+8z9T0qNv4fpUM3+rp2Cxa8yTnEjY9jx/OgO4JPmNz15qlb/eNOH3aQF0SSlf9cfzpTJOoH71s+xqk33ajX79AGkJ7jGfOfH+/S+fdAf62T/vo1S71G1AGj9quv8AntJ/31S/arkjmZsehY1Tp/enYLE7XE7rtaZ8fU1l62L64tV+zvIZVbgq2OD1/pU46UjdV+g/pSAl0yTULWxSGe4cuOTls7f8aufbbvJ/fP8AnVGHpDTvWgC4b67P/LeT86X7feA/6+QfjVRaP4aALf2+8BH7+T86P7Rvjz57/nVaigC1/aN6P+Xh/wA6P7QvRnNw/wCJqmac1AFk6hejnz2P0NB1K+I/1zfnVQdaB0oEW/7RvennNj0zS/2jfH/ls351V70p+4tAFj+0L3j98350f2jfH/ls351VoNAFsalfc/v2/Ooxe3Qm84SHfjG7vVf0pe340AWjql9/DM350f2pff8APVvzqpSUAXBql7/z2b86U6nfEAea351S704dRQBaOpXwHErfnR/aN9gkyt+dVD0ooAtf2le/89m/OkOo3o485vzqrSd6Yy5/aV9/z3P50f2le4z5r/nVOkb/AFyUhF3+070/8tmz65pDqN6P+WzZ9jVYffptMZb/ALSvcf61vzpDqd9jmZsfWq3akPSkIsDUr4ZHntz70v8Aad7x+9aqjfeopgWf7SvT/wAtTS/2pe/89m/Oq3akFAFo6pfZOZW/Og6pfY/1zD8aqN3pD0oAuf2nejrM350f2nef89m/OqZoNAFz+1L0/wDLd/zpP7TvRgec2PTNVDQKALn9pXnH75uPek/tK9x/rm/OqlOPSgCz/ad7j/Xv+dL/AGne/wDPdvzqn2pKALZ1C7JyZTmk+33YAzOx/Gqz1Gen4UAXf7Qu/wDnsaQXtx181vzqmOopT0pjsWTdXP8Az1NMa4uG5MmfY1AelA60iR5eUjkioim77yqfy/wp3anN0pgVmtIn6xr+VQPpds4wYlH5VZFSd6LjMqTQbR+qLzVR/C9kxJGBn3rZPeo/41+lAGC3g+FjlHPt81V38G84WU8+9dWegpG71IWONfwbKr71k5pn/CNXi5IfPpXaUjdPwoKsjh20G+TvmiuxeilzD5Uf/9k=", + "type": "image", + "xaxis": "x", + "yaxis": "y" + }, + { + "fill": "toself", + "fillcolor": "rgba(0, 255, 0, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "gt", + "legendgrouptitle": { + "text": "gt" + }, + "line": { + "color": "rgb(0, 255, 0)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "GT
id=4364
category=dial_skelet", + "type": "scatter", + "x": [ + 348, + 546, + null, + 348, + 489, + null, + 348, + 212, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 394, + 227, + null, + 394, + 677, + null, + 394, + 679, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + }, + { + "fill": "toself", + "fillcolor": "rgba(238, 130, 238, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "tp", + "legendgrouptitle": { + "text": "tp" + }, + "line": { + "color": "rgb(238, 130, 238)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "DT
id=32
category=dial_skelet
score=0.75
MAE=4.24
IoU=0.96", + "type": "scatter", + "x": [ + 338, + 547, + null, + 338, + 489, + null, + 338, + 211, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 392, + 242, + null, + 392, + 675, + null, + 392, + 676, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + } + ], + "layout": { + "autosize": true, + "height": 700, + "margin": { + "t": 60 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "image_id=3848
image_fn=3077_photo_2024-04-12_10-38-01_deg_155.jpg" + }, + "width": 900, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "range": [ + 0, + 720 + ] + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "range": [ + 793, + 0 + ] + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "x: %{x}
y: %{y}
color: [%{z[0]}, %{z[1]}, %{z[2]}]", + "name": "0", + "source": "data:image/jpeg;base64,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", + "type": "image", + "xaxis": "x", + "yaxis": "y" + }, + { + "fill": "toself", + "fillcolor": "rgba(0, 255, 0, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "gt", + "legendgrouptitle": { + "text": "gt" + }, + "line": { + "color": "rgb(0, 255, 0)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "GT
id=4712
category=dial_skelet", + "type": "scatter", + "x": [ + 348, + 131, + null, + 348, + 489, + null, + 348, + 212, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 394, + 542, + null, + 394, + 677, + null, + 394, + 679, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + }, + { + "fill": "toself", + "fillcolor": "rgba(238, 130, 238, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "tp", + "legendgrouptitle": { + "text": "tp" + }, + "line": { + "color": "rgb(238, 130, 238)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "DT
id=43
category=dial_skelet
score=0.80
MAE=3.81
IoU=0.97", + "type": "scatter", + "x": [ + 338, + 133, + null, + 338, + 489, + null, + 338, + 211, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 392, + 553, + null, + 392, + 673, + null, + 392, + 678, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + } + ], + "layout": { + "autosize": true, + "height": 700, + "margin": { + "t": 60 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "image_id=4022
image_fn=3220_photo_2024-04-12_10-38-01_deg_329.jpg" + }, + "width": 900, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "range": [ + 0, + 720 + ] + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "range": [ + 793, + 0 + ] + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "x: %{x}
y: %{y}
color: [%{z[0]}, %{z[1]}, %{z[2]}]", + "name": "0", + "source": "data:image/jpeg;base64,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", + "type": "image", + "xaxis": "x", + "yaxis": "y" + }, + { + "fill": "toself", + "fillcolor": "rgba(0, 255, 0, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "gt", + "legendgrouptitle": { + "text": "gt" + }, + "line": { + "color": "rgb(0, 255, 0)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "GT
id=4300
category=dial_skelet", + "type": "scatter", + "x": [ + 348, + 605, + null, + 348, + 489, + null, + 348, + 212, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 394, + 358, + null, + 394, + 677, + null, + 394, + 679, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + }, + { + "fill": "toself", + "fillcolor": "rgba(238, 130, 238, 0.1)", + "hovertemplate": "{text}", + "legendgroup": "tp", + "legendgrouptitle": { + "text": "tp" + }, + "line": { + "color": "rgb(238, 130, 238)" + }, + "mode": "lines", + "name": "", + "showlegend": true, + "text": "DT
id=30
category=dial_skelet
score=0.72
MAE=3.80
IoU=0.98", + "type": "scatter", + "x": [ + 351, + 596, + null, + 351, + 489, + null, + 351, + 211, + null, + 0, + 721, + 721, + 0, + 0, + null + ], + "y": [ + 391, + 366, + null, + 391, + 675, + null, + 391, + 676, + null, + 29, + 29, + 771, + 771, + 29, + null + ] + } + ], + "layout": { + "autosize": true, + "height": 700, + "margin": { + "t": 60 + }, + "template": { + "data": { + "bar": [ + { + "error_x": { + "color": "#2a3f5f" + }, + "error_y": { + "color": "#2a3f5f" + }, + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "bar" + } + ], + "barpolar": [ + { + "marker": { + "line": { + "color": "#E5ECF6", + "width": 0.5 + }, + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "barpolar" + } + ], + "carpet": [ + { + "aaxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "baxis": { + "endlinecolor": "#2a3f5f", + "gridcolor": "white", + "linecolor": "white", + "minorgridcolor": "white", + "startlinecolor": "#2a3f5f" + }, + "type": "carpet" + } + ], + "choropleth": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "choropleth" + } + ], + "contour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "contour" + } + ], + "contourcarpet": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "contourcarpet" + } + ], + "heatmap": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmap" + } + ], + "heatmapgl": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "heatmapgl" + } + ], + "histogram": [ + { + "marker": { + "pattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + } + }, + "type": "histogram" + } + ], + "histogram2d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2d" + } + ], + "histogram2dcontour": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "histogram2dcontour" + } + ], + "mesh3d": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "type": "mesh3d" + } + ], + "parcoords": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "parcoords" + } + ], + "pie": [ + { + "automargin": true, + "type": "pie" + } + ], + "scatter": [ + { + "fillpattern": { + "fillmode": "overlay", + "size": 10, + "solidity": 0.2 + }, + "type": "scatter" + } + ], + "scatter3d": [ + { + "line": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatter3d" + } + ], + "scattercarpet": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattercarpet" + } + ], + "scattergeo": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergeo" + } + ], + "scattergl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattergl" + } + ], + "scattermapbox": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scattermapbox" + } + ], + "scatterpolar": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolar" + } + ], + "scatterpolargl": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterpolargl" + } + ], + "scatterternary": [ + { + "marker": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "type": "scatterternary" + } + ], + "surface": [ + { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "type": "surface" + } + ], + "table": [ + { + "cells": { + "fill": { + "color": "#EBF0F8" + }, + "line": { + "color": "white" + } + }, + "header": { + "fill": { + "color": "#C8D4E3" + }, + "line": { + "color": "white" + } + }, + "type": "table" + } + ] + }, + "layout": { + "annotationdefaults": { + "arrowcolor": "#2a3f5f", + "arrowhead": 0, + "arrowwidth": 1 + }, + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } + }, + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" + ] + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ], + "sequentialminus": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" + ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" + }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "image_id=3816
image_fn=3053_photo_2024-04-12_10-38-01_deg_123.jpg" + }, + "width": 900, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "range": [ + 0, + 720 + ] + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "range": [ + 793, + 0 + ] + } + } + }, + "text/html": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "preview.display_tp_fp_fn(\n", + " data_folder=\"../tests/synth_test_dataset/\",\n", + " image_ids=imgs,\n", + " display_gt=True,\n", + ")" + ] + }, { "cell_type": "code", "execution_count": null,