{"train_loss": 8.570540121204905, "train_cls": 6.084105080585469, "train_patch": 2.4864350412378156, "train_lr": 0.00015106223305665238, "train_wd": 0.040001848308964257, "train_acc": 0.4326960342327594, "train_nmi": 0.04307180757101898, "train_ari": 0.0005600063514072109, "train_fscore": 0.01379815388580515, "train_adjacc": -1, "epoch": 0}
{"train_loss": 5.8796318606794955, "train_cls": 4.174501130802158, "train_patch": 1.7051307298012903, "train_lr": 0.000453430347932952, "train_wd": 0.04001294696931908, "train_acc": 0.5758101654379335, "train_nmi": 0.053587242821597526, "train_ari": 0.0008932435332886895, "train_fscore": 0.018215968519104387, "train_adjacc": -1, "epoch": 1}
{"train_loss": 5.255023757112369, "train_cls": 3.7732403279551567, "train_patch": 1.4817834289510852, "train_lr": 0.0007557984628092516, "train_wd": 0.04003514807891965, "train_acc": 0.6128801736593439, "train_nmi": 0.06481309988859695, "train_ari": 0.0010988836705722507, "train_fscore": 0.019299807130850166, "train_adjacc": -1, "epoch": 2}
{"train_loss": 8.668409685742109, "train_cls": 5.825338895878676, "train_patch": 2.843070792304935, "train_lr": 0.0010581665776855508, "train_wd": 0.04006845026829683, "train_acc": 0.4561454872874653, "train_nmi": 0.09589968449234021, "train_ari": 0.0016098184433595882, "train_fscore": 0.01791110573772394, "train_adjacc": -1, "epoch": 3}
{"train_loss": 8.288696660138637, "train_cls": 5.680654421228573, "train_patch": 2.608042236680694, "train_lr": 0.0013605346925618501, "train_wd": 0.04011285148321475, "train_acc": 0.2561832809765237, "train_nmi": 0.18366883431961226, "train_ari": 0.005538306807021169, "train_fscore": 0.010277234706836724, "train_adjacc": -1, "epoch": 4}
{"train_loss": 7.177410872079274, "train_cls": 4.88147557325303, "train_patch": 2.2959353003952088, "train_lr": 0.0016629028074381502, "train_wd": 0.040168348984797306, "train_acc": 0.2850890745206959, "train_nmi": 0.2505406844679687, "train_ari": 0.011220361144820617, "train_fscore": 0.013757413922854567, "train_adjacc": -1, "epoch": 5}
{"train_loss": 6.618390883789119, "train_cls": 4.413785241974511, "train_patch": 2.204605641426369, "train_lr": 0.0019652709223144486, "train_wd": 0.04023493934969709, "train_acc": 0.33211057499279234, "train_nmi": 0.2935936467386406, "train_ari": 0.017872278077124895, "train_fscore": 0.019899429680060927, "train_adjacc": -1, "epoch": 6}
{"train_loss": 6.234893867430301, "train_cls": 4.084975658334329, "train_patch": 2.149918209484211, "train_lr": 0.002267639037190749, "train_wd": 0.040312618470306906, "train_acc": 0.37244595072136877, "train_nmi": 0.3268018430025572, "train_ari": 0.025709418813372742, "train_fscore": 0.027624093352590296, "train_adjacc": -1, "epoch": 7}
{"train_loss": 5.932178677569273, "train_cls": 3.826079863607643, "train_patch": 2.1060988136174186, "train_lr": 0.0025700071520670486, "train_wd": 0.04040138155501265, "train_acc": 0.407701339671729, "train_nmi": 0.3561334107888144, "train_ari": 0.03534041455507446, "train_fscore": 0.03732089196617293, "train_adjacc": -1, "epoch": 8}
{"train_loss": 5.687812200500028, "train_cls": 3.628508858324666, "train_patch": 2.0593033417551037, "train_lr": 0.002872375266943348, "train_wd": 0.040501223128489056, "train_acc": 0.4382335753521547, "train_nmi": 0.3841828780707321, "train_ari": 0.04668353199930206, "train_fscore": 0.04889932152446023, "train_adjacc": -1, "epoch": 9}
{"train_loss": 5.386311321385984, "train_cls": 3.440471717299808, "train_patch": 1.9458396036078813, "train_lr": 0.0030234211816447627, "train_wd": 0.04061213703203767, "train_acc": 0.4691890109267377, "train_nmi": 0.4108546868831518, "train_ari": 0.058477529808469514, "train_fscore": 0.06108653767467581, "train_adjacc": -1, "epoch": 10}
{"train_loss": 5.125195074651371, "train_cls": 3.2712150245240514, "train_patch": 1.8539800512800286, "train_lr": 0.003023323193824604, "train_wd": 0.04073411642396643, "train_acc": 0.49858906627373767, "train_nmi": 0.4356147728315651, "train_ari": 0.07026105581851906, "train_fscore": 0.07341875958072606, "train_adjacc": -1, "epoch": 11}
{"train_loss": 4.9050898025457235, "train_cls": 3.129480513743806, "train_patch": 1.775609287415065, "train_lr": 0.003023127185046884, "train_wd": 0.040867153780011885, "train_acc": 0.5239897904186649, "train_nmi": 0.45772162859748533, "train_ari": 0.08163614754803758, "train_fscore": 0.08542205764737669, "train_adjacc": -1, "epoch": 12}
{"train_loss": 4.716729718608431, "train_cls": 3.0104305125630866, "train_patch": 1.7062992054789963, "train_lr": 0.0030228331680303027, "train_wd": 0.0410112408938031, "train_acc": 0.5467068387269013, "train_nmi": 0.4770451865345621, "train_ari": 0.09194124146081478, "train_fscore": 0.096269698048642, "train_adjacc": -1, "epoch": 13}
{"train_loss": 4.560634396912237, "train_cls": 2.910202873303882, "train_patch": 1.650431524150688, "train_lr": 0.0030224411618532156, "train_wd": 0.04116636887736839, "train_acc": 0.5661725579587612, "train_nmi": 0.493967943340551, "train_ari": 0.10181509812949363, "train_fscore": 0.10661475443815611, "train_adjacc": -1, "epoch": 14}
{"train_loss": 4.4210021307703435, "train_cls": 2.8266553251638613, "train_patch": 1.5943468047879794, "train_lr": 0.003021951191952336, "train_wd": 0.04133252816168301, "train_acc": 0.584079778549846, "train_nmi": 0.5092392417561621, "train_ari": 0.11127302669650055, "train_fscore": 0.11663780318989737, "train_adjacc": -1, "epoch": 15}
{"train_loss": 4.31486615645863, "train_cls": 2.7552884308890953, "train_patch": 1.5595777264921025, "train_lr": 0.003021363290121117, "train_wd": 0.041509708497259434, "train_acc": 0.598004847548836, "train_nmi": 0.5232246974685195, "train_ari": 0.12002327549919986, "train_fscore": 0.12592075883268816, "train_adjacc": -1, "epoch": 16}
{"train_loss": 4.201433709431105, "train_cls": 2.6927346905376717, "train_patch": 1.5086990210027296, "train_lr": 0.003020677494507663, "train_wd": 0.04169789895478021, "train_acc": 0.6116660044713907, "train_nmi": 0.5361047852348548, "train_ari": 0.1280031175055886, "train_fscore": 0.1343840624355474, "train_adjacc": -1, "epoch": 17}
{"train_loss": 4.12027799618875, "train_cls": 2.638375679075542, "train_patch": 1.4819023181518463, "train_lr": 0.003019893849612261, "train_wd": 0.04189708792577126, "train_acc": 0.6232681500152846, "train_nmi": 0.5483421376958018, "train_ari": 0.13656877389644453, "train_fscore": 0.14331113214219807, "train_adjacc": -1, "epoch": 18}
{"train_loss": 4.0575306672035545, "train_cls": 2.5944039309309788, "train_patch": 1.46312673545007, "train_lr": 0.0030190124062845127, "train_wd": 0.042107263123318674, "train_acc": 0.6330955006920648, "train_nmi": 0.5586223455097624, "train_ari": 0.14414787978406143, "train_fscore": 0.15121217726389255, "train_adjacc": -1, "epoch": 19}
{"train_loss": 4.014933656683987, "train_cls": 2.5548845859118887, "train_patch": 1.460049071156335, "train_lr": 0.0030180332217200215, "train_wd": 0.042328411582826284, "train_acc": 0.6408849211108002, "train_nmi": 0.5684100621563356, "train_ari": 0.1516718676581914, "train_fscore": 0.1590826583115822, "train_adjacc": -1, "epoch": 20}
{"train_loss": 3.9395537950036474, "train_cls": 2.519918114731397, "train_patch": 1.419635680378316, "train_lr": 0.0030169563594566492, "train_wd": 0.04256051966281536, "train_acc": 0.649455938101007, "train_nmi": 0.5771608719023956, "train_ari": 0.15853557791283496, "train_fscore": 0.1662369731238953, "train_adjacc": -1, "epoch": 21}
{"train_loss": 3.903982819423476, "train_cls": 2.4916229199216855, "train_patch": 1.4123599001621963, "train_lr": 0.003015781889370457, "train_wd": 0.04280357304576624, "train_acc": 0.6575896951769937, "train_nmi": 0.5851550309434951, "train_ari": 0.1653716091695167, "train_fscore": 0.17337174371648376, "train_adjacc": -1, "epoch": 22}
{"train_loss": 3.864768961040749, "train_cls": 2.4669816458446188, "train_patch": 1.397787315072054, "train_lr": 0.0030145098876711305, "train_wd": 0.043057556739001315, "train_acc": 0.6659803377534957, "train_nmi": 0.5929838124534906, "train_ari": 0.17219561960999596, "train_fscore": 0.18055361915264304, "train_adjacc": -1, "epoch": 23}
{"train_loss": 3.8552731892737913, "train_cls": 2.4462939675876347, "train_patch": 1.4089792219703312, "train_lr": 0.003013140436897023, "train_wd": 0.0433224550756101, "train_acc": 0.6713718684520767, "train_nmi": 0.5991195062607123, "train_ari": 0.1774424056841267, "train_fscore": 0.1859710516387263, "train_adjacc": -1, "epoch": 24}
{"train_loss": 3.834722894199619, "train_cls": 2.4318600532599044, "train_patch": 1.402862841265915, "train_lr": 0.0030116736259098464, "train_wd": 0.043598251715415356, "train_acc": 0.6769820245209478, "train_nmi": 0.605512636823495, "train_ari": 0.18331018453998635, "train_fscore": 0.1919032935177154, "train_adjacc": -1, "epoch": 25}
{"train_loss": 3.81927841564772, "train_cls": 2.421183399217698, "train_patch": 1.3980950171324535, "train_lr": 0.0030101095498888527, "train_wd": 0.043884929645981195, "train_acc": 0.6804995949858144, "train_nmi": 0.6108233271571593, "train_ari": 0.18833665730312435, "train_fscore": 0.19707555936096172, "train_adjacc": -1, "epoch": 26}
{"train_loss": 3.805215756954956, "train_cls": 2.411135085361349, "train_patch": 1.3940806711573386, "train_lr": 0.003008448310324707, "train_wd": 0.04418247118366248, "train_acc": 0.6851524715458165, "train_nmi": 0.6159468716788873, "train_ari": 0.19362384544825303, "train_fscore": 0.20244061649900227, "train_adjacc": -1, "epoch": 27}
{"train_loss": 3.803930199301566, "train_cls": 2.40047095474251, "train_patch": 1.4034592451314083, "train_lr": 0.0030066900150128484, "train_wd": 0.04449085797469571, "train_acc": 0.6883428811450624, "train_nmi": 0.6199850063834972, "train_ari": 0.19722888642780748, "train_fscore": 0.20610360794911883, "train_adjacc": -1, "epoch": 28}
{"train_loss": 3.8079164376221706, "train_cls": 2.396411633242563, "train_patch": 1.4115048049659682, "train_lr": 0.0030048347780465444, "train_wd": 0.044810070996330956, "train_acc": 0.6907946410724753, "train_nmi": 0.6242476527876558, "train_ari": 0.20152671506237177, "train_fscore": 0.2104462747521623, "train_adjacc": -1, "epoch": 29}
{"train_loss": 3.80681339735598, "train_cls": 2.390946338518057, "train_patch": 1.415867059274191, "train_lr": 0.0030028827198094747, "train_wd": 0.04514009055800533, "train_acc": 0.6940194084988209, "train_nmi": 0.6283430034632324, "train_ari": 0.20531301080574646, "train_fscore": 0.21425718907371316, "train_adjacc": -1, "epoch": 30}
{"train_loss": 3.812803992357684, "train_cls": 2.3900474678107626, "train_patch": 1.4227565251052652, "train_lr": 0.003000833966967891, "train_wd": 0.04548089630255782, "train_acc": 0.6958035699885089, "train_nmi": 0.631854823172263, "train_ari": 0.20978554259380916, "train_fscore": 0.21883527429869495, "train_adjacc": -1, "epoch": 31}
{"train_loss": 3.8158001678863456, "train_cls": 2.3861750138404707, "train_patch": 1.4296251538917804, "train_lr": 0.0029986886524624294, "train_wd": 0.04583246720748485, "train_acc": 0.7003924221785005, "train_nmi": 0.6359132893633269, "train_ari": 0.21452772883128574, "train_fscore": 0.2235984372119717, "train_adjacc": -1, "epoch": 32}
{"train_loss": 3.8136948294979636, "train_cls": 2.386008731390467, "train_patch": 1.427686098043457, "train_lr": 0.0029964469154994703, "train_wd": 0.046194781586236716, "train_acc": 0.7024170766906523, "train_nmi": 0.6394758709858414, "train_ari": 0.2184169414089842, "train_fscore": 0.22751789978765924, "train_adjacc": -1, "epoch": 33}
{"train_loss": 3.8278921001097737, "train_cls": 2.385119937530391, "train_patch": 1.4427721628615557, "train_lr": 0.0029941089015421223, "train_wd": 0.0465678170895561, "train_acc": 0.7047743590775274, "train_nmi": 0.643280017313172, "train_ari": 0.223245372795462, "train_fscore": 0.2324914526472109, "train_adjacc": -1, "epoch": 34}
{"train_loss": 3.839227055161671, "train_cls": 2.388375402001197, "train_patch": 1.4508516528362745, "train_lr": 0.00299167476230075, "train_wd": 0.04695155070685585, "train_acc": 0.7062157446294903, "train_nmi": 0.6463519032406885, "train_ari": 0.2272461405687613, "train_fscore": 0.236617817564748, "train_adjacc": -1, "epoch": 35}
{"train_loss": 3.8578242047832694, "train_cls": 2.3946036833998594, "train_patch": 1.463220521507486, "train_lr": 0.0029891446557231732, "train_wd": 0.04734595876763902, "train_acc": 0.7077063221205251, "train_nmi": 0.6491464901451439, "train_ari": 0.23063321358318634, "train_fscore": 0.24008503131104406, "train_adjacc": -1, "epoch": 36}
{"train_loss": 3.880740595662783, "train_cls": 2.4010991610020294, "train_patch": 1.479641434988955, "train_lr": 0.0029865187459843724, "train_wd": 0.047751016942958614, "train_acc": 0.710335329066929, "train_nmi": 0.6517233622102928, "train_ari": 0.2338824101029545, "train_fscore": 0.24327620572097242, "train_adjacc": -1, "epoch": 37}
{"train_loss": 3.8977500356207475, "train_cls": 2.4077001000255978, "train_patch": 1.490049935745242, "train_lr": 0.002983797203475863, "train_wd": 0.04816670024691824, "train_acc": 0.7128448701980707, "train_nmi": 0.6543319337535092, "train_ari": 0.23757132144198334, "train_fscore": 0.2469399546867544, "train_adjacc": -1, "epoch": 38}
{"train_loss": 3.9267741317410256, "train_cls": 2.4128988982447686, "train_patch": 1.5138752339645447, "train_lr": 0.0029809802047946585, "train_wd": 0.04859298303821371, "train_acc": 0.7152661802209643, "train_nmi": 0.6566672411308749, "train_ari": 0.24011622284495834, "train_fscore": 0.24963455081782712, "train_adjacc": -1, "epoch": 39}
{"train_loss": 3.9580006305405506, "train_cls": 2.424039495433975, "train_patch": 1.533961135384747, "train_lr": 0.0029780679327317374, "train_wd": 0.04902983902171464, "train_acc": 0.7172642886206375, "train_nmi": 0.658940588464062, "train_ari": 0.2419770446542675, "train_fscore": 0.25162055353921026, "train_adjacc": -1, "epoch": 40}
{"train_loss": 3.9900524385139375, "train_cls": 2.4344851929767457, "train_patch": 1.555567244680665, "train_lr": 0.0029750605762602898, "train_wd": 0.049477241250085985, "train_acc": 0.7180966381869136, "train_nmi": 0.6608094545752305, "train_ari": 0.2443656259271101, "train_fscore": 0.25407586319454023, "train_adjacc": -1, "epoch": 41}
{"train_loss": 4.039350013410472, "train_cls": 2.4455478465944536, "train_patch": 1.5938021670821818, "train_lr": 0.0029719583305233437, "train_wd": 0.049935162125450995, "train_acc": 0.7206538103454829, "train_nmi": 0.6626069752109778, "train_ari": 0.2461979222321443, "train_fscore": 0.2560193094120493, "train_adjacc": -1, "epoch": 42}
{"train_loss": 4.08980219601272, "train_cls": 2.461678710846436, "train_patch": 1.6281234857766596, "train_lr": 0.0029687613968211925, "train_wd": 0.05040357340109302, "train_acc": 0.7210528073917946, "train_nmi": 0.6638766835746319, "train_ari": 0.2474321286122049, "train_fscore": 0.2573259351342337, "train_adjacc": -1, "epoch": 43}
{"train_loss": 4.140637765568237, "train_cls": 2.4787014502368563, "train_patch": 1.6619363149431423, "train_lr": 0.002965469982598282, "train_wd": 0.050882446183198045, "train_acc": 0.7228065202257309, "train_nmi": 0.6652304710886874, "train_ari": 0.24848027555464466, "train_fscore": 0.2585108100800541, "train_adjacc": -1, "epoch": 44}
{"train_loss": 4.191588626732725, "train_cls": 2.4964637723727603, "train_patch": 1.6951248548042381, "train_lr": 0.002962084301429763, "train_wd": 0.05137175093263747, "train_acc": 0.7231305588838268, "train_nmi": 0.6670343197870738, "train_ari": 0.2496496966935453, "train_fscore": 0.25986533121806366, "train_adjacc": -1, "epoch": 45}
{"train_loss": 4.255374466375481, "train_cls": 2.516977204119458, "train_patch": 1.7383972636949079, "train_lr": 0.0029586045730076254, "train_wd": 0.05187145746678915, "train_acc": 0.7257181831082444, "train_nmi": 0.668408627302107, "train_ari": 0.2509087563362896, "train_fscore": 0.26126562401762826, "train_adjacc": -1, "epoch": 46}
{"train_loss": 4.325715678363534, "train_cls": 2.54222031465196, "train_patch": 1.7834953627509837, "train_lr": 0.0029550310231264807, "train_wd": 0.05238153496140065, "train_acc": 0.7257244297806819, "train_nmi": 0.6694538020490973, "train_ari": 0.2517672752693587, "train_fscore": 0.26227445055300896, "train_adjacc": -1, "epoch": 47}
{"train_loss": 4.375003358712927, "train_cls": 2.5694706479676332, "train_patch": 1.8055327112976338, "train_lr": 0.0029513638836688332, "train_wd": 0.05290195195248908, "train_acc": 0.7269877898030277, "train_nmi": 0.6710938379747781, "train_ari": 0.25368126151117953, "train_fscore": 0.2643285418079096, "train_adjacc": -1, "epoch": 48}
{"train_loss": 4.436419363099338, "train_cls": 2.6014417090660586, "train_patch": 1.8349776537451026, "train_lr": 0.002947603392590124, "train_wd": 0.05343267633828319, "train_acc": 0.727400841346006, "train_nmi": 0.6719764259875346, "train_ari": 0.2547539138055217, "train_fscore": 0.2654488486216117, "train_adjacc": -1, "epoch": 49}
{"train_loss": 4.447265246927562, "train_cls": 2.6076773334191494, "train_patch": 1.8395879144529934, "train_lr": 0.002943749793903238, "train_wd": 0.053973675381202846, "train_acc": 0.727843564138789, "train_nmi": 0.6731111415561499, "train_ari": 0.2556606276765932, "train_fscore": 0.2664990337456265, "train_adjacc": -1, "epoch": 50}
{"train_loss": 4.475040135350305, "train_cls": 2.6148178476521062, "train_patch": 1.8602222881104529, "train_lr": 0.002939803337662649, "train_wd": 0.05452491570987886, "train_acc": 0.7287212013237713, "train_nmi": 0.6748164369591312, "train_ari": 0.2573134246313156, "train_fscore": 0.26829580756611104, "train_adjacc": -1, "epoch": 51}
{"train_loss": 4.482023377837016, "train_cls": 2.618977571535168, "train_patch": 1.8630458065219826, "train_lr": 0.0029357642799482607, "train_wd": 0.05508636332121102, "train_acc": 0.7300532735421905, "train_nmi": 0.6756161097305957, "train_ari": 0.25850916862784395, "train_fscore": 0.2694900602566037, "train_adjacc": -1, "epoch": 52}
{"train_loss": 4.508433724054879, "train_cls": 2.6226871529918765, "train_patch": 1.8857465709669436, "train_lr": 0.0029316328828487294, "train_wd": 0.0556579835824662, "train_acc": 0.729915069150502, "train_nmi": 0.6769127693552474, "train_ari": 0.25971562058801245, "train_fscore": 0.27083062006591696, "train_adjacc": -1, "epoch": 53}
{"train_loss": 4.507599548317878, "train_cls": 2.625766069681581, "train_patch": 1.8818334779798938, "train_lr": 0.002927409414444522, "train_wd": 0.05623974123341413, "train_acc": 0.7299759729459918, "train_nmi": 0.6775776035545684, "train_ari": 0.2604623204805912, "train_fscore": 0.2714623146461305, "train_adjacc": -1, "epoch": 54}
{"train_loss": 4.512929972288207, "train_cls": 2.6282642893122947, "train_patch": 1.8846656826276982, "train_lr": 0.0029230941487904142, "train_wd": 0.056831600388502206, "train_acc": 0.7313962769931022, "train_nmi": 0.6788612350579213, "train_ari": 0.26245503720144325, "train_fscore": 0.2737051500280322, "train_adjacc": -1, "epoch": 55}
{"train_loss": 4.527462604799611, "train_cls": 2.6303908128532516, "train_patch": 1.8970717904614467, "train_lr": 0.002918687365897833, "train_wd": 0.057433524539070385, "train_acc": 0.7319522181602374, "train_nmi": 0.6797515548561168, "train_ari": 0.26318299337635065, "train_fscore": 0.27453249881814956, "train_adjacc": -1, "epoch": 56}
{"train_loss": 4.5538888837889, "train_cls": 2.6390151282271614, "train_patch": 1.9148737554136477, "train_lr": 0.002914189351716593, "train_wd": 0.05804547655560137, "train_acc": 0.7310503755818443, "train_nmi": 0.6806168852491883, "train_ari": 0.26414493267951844, "train_fscore": 0.2756248077490805, "train_adjacc": -1, "epoch": 57}
{"train_loss": 4.566327626454456, "train_cls": 2.6411091969389764, "train_patch": 1.925218431356611, "train_lr": 0.0029096003981163897, "train_wd": 0.058667418690012275, "train_acc": 0.7326697880082511, "train_nmi": 0.6815906095350749, "train_ari": 0.26558115959141565, "train_fscore": 0.27705557690210575, "train_adjacc": -1, "epoch": 58}
{"train_loss": 4.5610445521705865, "train_cls": 2.642562589380743, "train_patch": 1.9184819619173072, "train_lr": 0.002904920802867858, "train_wd": 0.05929931257798267, "train_acc": 0.7326971165217477, "train_nmi": 0.6821873665555781, "train_ari": 0.2663966879134929, "train_fscore": 0.27784759547985294, "train_adjacc": -1, "epoch": 59}
{"train_loss": 4.569130022808201, "train_cls": 2.6439010571431254, "train_patch": 1.9252289640921083, "train_lr": 0.002900150869623214, "train_wd": 0.05994111924132128, "train_acc": 0.7325323644326062, "train_nmi": 0.6831989072059566, "train_ari": 0.2669673748275645, "train_fscore": 0.2785243447273327, "train_adjacc": -1, "epoch": 60}
{"train_loss": 4.568650325691703, "train_cls": 2.653787047339325, "train_patch": 1.9148632779361225, "train_lr": 0.0028952909078965965, "train_wd": 0.06059279909036961, "train_acc": 0.7323840093843212, "train_nmi": 0.68380684245609, "train_ari": 0.2672075313657352, "train_fscore": 0.2788375474682898, "train_adjacc": -1, "epoch": 61}
{"train_loss": 4.568380201251924, "train_cls": 2.657549238684451, "train_patch": 1.9108309633079281, "train_lr": 0.0028903412330439503, "train_wd": 0.06125431192644483, "train_acc": 0.7334888639419335, "train_nmi": 0.6850242777215493, "train_ari": 0.26827050565000304, "train_fscore": 0.280038900819303, "train_adjacc": -1, "epoch": 62}
{"train_loss": 4.563662699736673, "train_cls": 2.6628304965595966, "train_patch": 1.9008322032211034, "train_lr": 0.002885302166242598, "train_wd": 0.06192561694431961, "train_acc": 0.7342212694868938, "train_nmi": 0.6855065103364979, "train_ari": 0.2688686558292694, "train_fscore": 0.28063129091481365, "train_adjacc": -1, "epoch": 63}
{"train_loss": 4.591449677311795, "train_cls": 2.673385401798966, "train_patch": 1.9180642746723118, "train_lr": 0.00288017403447035, "train_wd": 0.0626066727347379, "train_acc": 0.7337137390105212, "train_nmi": 0.6864111041982052, "train_ari": 0.26975740742179316, "train_fscore": 0.28156891294385067, "train_adjacc": -1, "epoch": 64}
{"train_loss": 4.590672239769283, "train_cls": 2.6921165378350516, "train_patch": 1.8985557022664357, "train_lr": 0.0028749571704843337, "train_wd": 0.06329743728697088, "train_acc": 0.7344297473225068, "train_nmi": 0.6869585960912377, "train_ari": 0.27062409212272603, "train_fscore": 0.28248546741360386, "train_adjacc": -1, "epoch": 65}
{"train_loss": 4.627937640893725, "train_cls": 2.723851956905391, "train_patch": 1.9040856845847003, "train_lr": 0.0028696519127993764, "train_wd": 0.0639978679914067, "train_acc": 0.7345687326262978, "train_nmi": 0.6878750660506772, "train_ari": 0.2714080872280255, "train_fscore": 0.28333880927167937, "train_adjacc": -1, "epoch": 66}
{"train_loss": 4.692949449170702, "train_cls": 2.7699952686414133, "train_patch": 1.9229541794686364, "train_lr": 0.0028642586056660453, "train_wd": 0.06470792164218082, "train_acc": 0.7335169733675327, "train_nmi": 0.6884017630352632, "train_ari": 0.2725788184543147, "train_fscore": 0.28446779486877066, "train_adjacc": -1, "epoch": 67}
{"train_loss": 4.729468465219606, "train_cls": 2.806252455334333, "train_patch": 1.9232160097892137, "train_lr": 0.002858777599048308, "train_wd": 0.06542755443983893, "train_acc": 0.7329797718815031, "train_nmi": 0.6889372198301308, "train_ari": 0.2738081303377574, "train_fscore": 0.2855958648240921, "train_adjacc": -1, "epoch": 68}
{"train_loss": 4.755764348049686, "train_cls": 2.834722393171588, "train_patch": 1.9210419556265583, "train_lr": 0.002853209248600839, "train_wd": 0.06615672199404027, "train_acc": 0.7323793243920006, "train_nmi": 0.6893307727002851, "train_ari": 0.2743117890352282, "train_fscore": 0.28616242421369115, "train_adjacc": -1, "epoch": 69}
{"train_loss": 4.782643930824924, "train_cls": 2.851508421092433, "train_patch": 1.931135509624425, "train_lr": 0.0028475539156459172, "train_wd": 0.06689537932629568, "train_acc": 0.731350208894559, "train_nmi": 0.6897184910978521, "train_ari": 0.2750376714431598, "train_fscore": 0.28695704186986953, "train_adjacc": -1, "epoch": 70}
{"train_loss": 4.793498733656527, "train_cls": 2.860682594173383, "train_patch": 1.932816140799954, "train_lr": 0.0028418119671499813, "train_wd": 0.06764348087274138, "train_acc": 0.7322942154912772, "train_nmi": 0.6901114480418035, "train_ari": 0.27584292631834484, "train_fscore": 0.2878078806784502, "train_adjacc": -1, "epoch": 71}
{"train_loss": 4.813513178635501, "train_cls": 2.8733829109660087, "train_patch": 1.9401302682058228, "train_lr": 0.0028359837756998544, "train_wd": 0.06840098048695038, "train_acc": 0.7312338673520914, "train_nmi": 0.6905116288924781, "train_ari": 0.27659499821713146, "train_fscore": 0.2885770619781692, "train_adjacc": -1, "epoch": 72}
{"train_loss": 4.829407134044565, "train_cls": 2.889602897322021, "train_patch": 1.939804235894034, "train_lr": 0.0028300697194785225, "train_wd": 0.06916783144277779, "train_acc": 0.7312682232099805, "train_nmi": 0.6909796960604364, "train_ari": 0.27716682035299756, "train_fscore": 0.2891944106561535, "train_adjacc": -1, "epoch": 73}
{"train_loss": 4.8572750324576, "train_cls": 2.8993308096643804, "train_patch": 1.957944224294142, "train_lr": 0.0028240701822406116, "train_wd": 0.06994398643724466, "train_acc": 0.7302914222914014, "train_nmi": 0.6911025355646222, "train_ari": 0.27736854628328494, "train_fscore": 0.2894438157149074, "train_adjacc": -1, "epoch": 74}
{"train_loss": 4.867212538489596, "train_cls": 2.9094762051622616, "train_patch": 1.957736333331337, "train_lr": 0.0028179855532875094, "train_wd": 0.07072939759345509, "train_acc": 0.7304335309073965, "train_nmi": 0.6911109082595889, "train_ari": 0.27708880663587004, "train_fscore": 0.28926097999524575, "train_adjacc": -1, "epoch": 75}
{"train_loss": 4.859864988043332, "train_cls": 2.9096825857845134, "train_patch": 1.9501824036596798, "train_lr": 0.002811816227442061, "train_wd": 0.07152401646354944, "train_acc": 0.7303882435768675, "train_nmi": 0.6913284366700436, "train_ari": 0.27709065963296514, "train_fscore": 0.28938341188650807, "train_adjacc": -1, "epoch": 76}
{"train_loss": 4.86379557259615, "train_cls": 2.912682931132769, "train_patch": 1.9511126417275433, "train_lr": 0.0028055626050229815, "train_wd": 0.0723277940316926, "train_acc": 0.7296917557140016, "train_nmi": 0.6912619399326293, "train_ari": 0.2769712455999464, "train_fscore": 0.2892674233727485, "train_adjacc": -1, "epoch": 77}
{"train_loss": 4.859623302535732, "train_cls": 2.9203497519335886, "train_patch": 1.939273551966982, "train_lr": 0.002799225091818862, "train_wd": 0.07314068071709799, "train_acc": 0.7295418391296885, "train_nmi": 0.6914964397903579, "train_ari": 0.27707401144238364, "train_fscore": 0.28947717006652673, "train_adjacc": -1, "epoch": 78}
{"train_loss": 4.867072056449616, "train_cls": 2.924024644539685, "train_patch": 1.9430474121060513, "train_lr": 0.002792804099061867, "train_wd": 0.073962626377086, "train_acc": 0.7283752999125134, "train_nmi": 0.6919750314857473, "train_ari": 0.2778651825417183, "train_fscore": 0.2902977273002565, "train_adjacc": -1, "epoch": 79}
{"train_loss": 4.881321498896529, "train_cls": 2.9287296913498166, "train_patch": 1.9525918082711584, "train_lr": 0.002786300043400998, "train_wd": 0.07479358031017638, "train_acc": 0.7283300124859253, "train_nmi": 0.6920943755857147, "train_ari": 0.2778318945514305, "train_fscore": 0.29034983274881915, "train_adjacc": -1, "epoch": 80}
{"train_loss": 4.889782665887251, "train_cls": 2.9294064282058163, "train_patch": 1.9603762380136394, "train_lr": 0.0027797133468751094, "train_wd": 0.07563349125921678, "train_acc": 0.7278185780253936, "train_nmi": 0.6925321503891394, "train_ari": 0.27817813405249153, "train_fscore": 0.2907079988440965, "train_adjacc": -1, "epoch": 81}
{"train_loss": 4.884019658789979, "train_cls": 2.9244427602721133, "train_patch": 1.9595768988380629, "train_lr": 0.0027730444368855058, "train_wd": 0.07648230741454298, "train_acc": 0.7272438975133596, "train_nmi": 0.692898061935625, "train_ari": 0.278547753017275, "train_fscore": 0.2910919714718955, "train_adjacc": -1, "epoch": 82}
{"train_loss": 4.865407136477292, "train_cls": 2.9095552765311266, "train_patch": 1.955851860518517, "train_lr": 0.002766293746168202, "train_wd": 0.07733997641717663, "train_acc": 0.7253371446868472, "train_nmi": 0.6931387511614696, "train_ari": 0.27932559248907296, "train_fscore": 0.2917258277331184, "train_adjacc": -1, "epoch": 83}
{"train_loss": 4.868739688057045, "train_cls": 2.900707033355006, "train_patch": 1.9680326548261153, "train_lr": 0.0027594617127658367, "train_wd": 0.07820644536205396, "train_acc": 0.7250498045268893, "train_nmi": 0.6936659488153131, "train_ari": 0.2803157835359126, "train_fscore": 0.2926417675746971, "train_adjacc": -1, "epoch": 84}
{"train_loss": 4.901529207341363, "train_cls": 2.8970992634637747, "train_patch": 2.004429944301849, "train_lr": 0.002752548779999276, "train_wd": 0.07908166080128803, "train_acc": 0.7232898453567222, "train_nmi": 0.6934354021903546, "train_ari": 0.2805831866701289, "train_fscore": 0.2927239014356249, "train_adjacc": -1, "epoch": 85}
{"train_loss": 4.927246944961323, "train_cls": 2.8942089902395653, "train_patch": 2.033037954177422, "train_lr": 0.0027455553964388112, "train_wd": 0.07996556874746877, "train_acc": 0.7229259853685795, "train_nmi": 0.6935409444223053, "train_ari": 0.28134960160590133, "train_fscore": 0.29333413131352387, "train_adjacc": -1, "epoch": 86}
{"train_loss": 4.962155819035268, "train_cls": 2.8982710749983562, "train_patch": 2.0638847450935613, "train_lr": 0.0027384820158750777, "train_wd": 0.08085811467699026, "train_acc": 0.7208099739384402, "train_nmi": 0.6934224427968976, "train_ari": 0.28184011337460707, "train_fscore": 0.2936080094810682, "train_adjacc": -1, "epoch": 87}
{"train_loss": 4.98994246048374, "train_cls": 2.906247657479825, "train_patch": 2.083694804456808, "train_lr": 0.002731329097289609, "train_wd": 0.08175924353341527, "train_acc": 0.7185799634619935, "train_nmi": 0.6938357256676954, "train_ari": 0.282911652842888, "train_fscore": 0.2945337059030907, "train_adjacc": -1, "epoch": 88}
{"train_loss": 5.018369479378545, "train_cls": 2.912393550050057, "train_patch": 2.1059759288041655, "train_lr": 0.0027240971048250475, "train_wd": 0.08266889973087142, "train_acc": 0.7185198405305768, "train_nmi": 0.6941091202866257, "train_ari": 0.2839079720259508, "train_fscore": 0.2953657775909336, "train_adjacc": -1, "epoch": 89}
{"train_loss": 5.022915990689477, "train_cls": 2.9193514078503298, "train_patch": 2.1035645841479527, "train_lr": 0.0027167865077550057, "train_wd": 0.08358702715747925, "train_acc": 0.7166614984908861, "train_nmi": 0.6947035762516044, "train_ari": 0.2851246856405593, "train_fscore": 0.2964485889638308, "train_adjacc": -1, "epoch": 90}
{"train_loss": 5.035909135455954, "train_cls": 2.925341285278872, "train_patch": 2.110567848756209, "train_lr": 0.002709397780453671, "train_wd": 0.08451356917881449, "train_acc": 0.7159166006577006, "train_nmi": 0.6950197773428853, "train_ari": 0.2859810726238754, "train_fscore": 0.29716015106017146, "train_adjacc": -1, "epoch": 91}
{"train_loss": 5.02944088722633, "train_cls": 2.930250000463773, "train_patch": 2.0991908851215477, "train_lr": 0.002701931402364945, "train_wd": 0.08544846864140078, "train_acc": 0.7136405218425631, "train_nmi": 0.6950419146162725, "train_ari": 0.28723074633211176, "train_fscore": 0.29809503204077736, "train_adjacc": -1, "epoch": 92}
{"train_loss": 5.044074557623555, "train_cls": 2.9312805795130026, "train_patch": 2.112793977302055, "train_lr": 0.002694387857971424, "train_wd": 0.08639166787623562, "train_acc": 0.7132907165432053, "train_nmi": 0.6952593535945465, "train_ari": 0.2876744922567724, "train_fscore": 0.2985509825522039, "train_adjacc": -1, "epoch": 93}
{"train_loss": 5.039646791388775, "train_cls": 2.9310524938385427, "train_patch": 2.108594297202018, "train_lr": 0.0026867676367628777, "train_wd": 0.08734310870234738, "train_acc": 0.7127706931542236, "train_nmi": 0.6955102293715099, "train_ari": 0.2882618482271105, "train_fscore": 0.2990850532724848, "train_adjacc": -1, "epoch": 94}
{"train_loss": 5.0498030798156, "train_cls": 2.9330804566566324, "train_patch": 2.1167226241075507, "train_lr": 0.002679071233204556, "train_wd": 0.08830273243038414, "train_acc": 0.7115682369753971, "train_nmi": 0.6954577153853166, "train_ari": 0.28893972202366364, "train_fscore": 0.299567565459434, "train_adjacc": -1, "epoch": 95}
{"train_loss": 5.0287535975865065, "train_cls": 2.930934558752369, "train_patch": 2.0978190392503935, "train_lr": 0.0026712991467050394, "train_wd": 0.089270479866234, "train_acc": 0.7104298071838213, "train_nmi": 0.6955611800404009, "train_ari": 0.28964527332389794, "train_fscore": 0.30007535285658365, "train_adjacc": -1, "epoch": 96}
{"train_loss": 5.038737056542237, "train_cls": 2.9350787019604736, "train_patch": 2.1036583544016523, "train_lr": 0.002663451881583896, "train_wd": 0.09024629131467675, "train_acc": 0.7091266259274879, "train_nmi": 0.695807269193115, "train_ari": 0.2901639271980434, "train_fscore": 0.30044225786872275, "train_adjacc": -1, "epoch": 97}
{"train_loss": 5.058944814457485, "train_cls": 2.9384753265241255, "train_patch": 2.12046948583607, "train_lr": 0.002655529947038906, "train_wd": 0.0912301065830657, "train_acc": 0.708127181968028, "train_nmi": 0.6963170321213389, "train_ari": 0.29090345069389634, "train_fscore": 0.3010997882037583, "train_adjacc": -1, "epoch": 98}
{"train_loss": 5.048867267040421, "train_cls": 2.942552234047912, "train_patch": 2.1063150328924474, "train_lr": 0.002647533857113052, "train_wd": 0.09222186498504109, "train_acc": 0.7077828419967394, "train_nmi": 0.6965064919830569, "train_ari": 0.29097649165160727, "train_fscore": 0.30119969486470916, "train_adjacc": -1, "epoch": 99}
{"train_loss": 5.069224025568846, "train_cls": 2.9480694811846218, "train_patch": 2.1211545433635965, "train_lr": 0.002639464130661159, "train_wd": 0.09322150534427279, "train_acc": 0.7061478142580806, "train_nmi": 0.6971068601772665, "train_ari": 0.29198296013358066, "train_fscore": 0.3021594000943771, "train_adjacc": -1, "epoch": 100}
{"train_loss": 5.082640662809357, "train_cls": 2.9490014829087765, "train_patch": 2.133639178691838, "train_lr": 0.0026313212913161967, "train_wd": 0.09422896599823492, "train_acc": 0.7046158533246165, "train_nmi": 0.6971604810910284, "train_ari": 0.2924799857792474, "train_fscore": 0.3024688228029066, "train_adjacc": -1, "epoch": 101}
{"train_loss": 5.084342986793566, "train_cls": 2.9502850232259132, "train_patch": 2.1340579627151293, "train_lr": 0.002623105867455346, "train_wd": 0.0952441848020089, "train_acc": 0.7033150150447387, "train_nmi": 0.6972478490050387, "train_ari": 0.29294400948924465, "train_fscore": 0.30276629127962007, "train_adjacc": -1, "epoch": 102}
{"train_loss": 5.095657764360401, "train_cls": 2.951840052901978, "train_patch": 2.1438177112222774, "train_lr": 0.0026148183921656915, "train_wd": 0.09626709913211662, "train_acc": 0.7025326378493421, "train_nmi": 0.6975289048216795, "train_ari": 0.2933283237808198, "train_fscore": 0.303125034525287, "train_adjacc": -1, "epoch": 103}
{"train_loss": 5.10272697473994, "train_cls": 2.9551370239909414, "train_patch": 2.147589949928494, "train_lr": 0.002606459403209637, "train_wd": 0.09729764589038371, "train_acc": 0.7013278393184438, "train_nmi": 0.6979364151330623, "train_ari": 0.29356918249955644, "train_fscore": 0.3034538040820395, "train_adjacc": -1, "epoch": 104}
{"train_loss": 5.130584079941338, "train_cls": 2.958302292377437, "train_patch": 2.172281787732004, "train_lr": 0.0025980294429899737, "train_wd": 0.09833576150783208, "train_acc": 0.700329956798953, "train_nmi": 0.6976655837746039, "train_ari": 0.29331222689231784, "train_fscore": 0.3031603026397902, "train_adjacc": -1, "epoch": 105}
{"train_loss": 5.139084529394813, "train_cls": 2.9605291058323635, "train_patch": 2.1785554239386804, "train_lr": 0.002589529058514755, "train_wd": 0.09938138194860038, "train_acc": 0.7008858977259406, "train_nmi": 0.6980078000620681, "train_ari": 0.2938407905426665, "train_fscore": 0.30361941990374197, "train_adjacc": -1, "epoch": 106}
{"train_loss": 5.146997627754414, "train_cls": 2.964780525681859, "train_patch": 2.1822171011239715, "train_lr": 0.002580958801361754, "train_wd": 0.10043444271389464, "train_acc": 0.7004181895882348, "train_nmi": 0.6982370731945045, "train_ari": 0.29418861327005474, "train_fscore": 0.3039622925888643, "train_adjacc": -1, "epoch": 107}
{"train_loss": 5.1578743233096045, "train_cls": 2.9682987559683824, "train_patch": 2.189575566792885, "train_lr": 0.0025723192276426643, "train_wd": 0.10149487884596596, "train_acc": 0.6985333009077406, "train_nmi": 0.6979277344841119, "train_ari": 0.2935899886897827, "train_fscore": 0.30322458896504206, "train_adjacc": -1, "epoch": 108}
{"train_loss": 5.1689045468934145, "train_cls": 2.970243154071109, "train_patch": 2.1986613931505072, "train_lr": 0.0025636108979670462, "train_wd": 0.10256262493211926, "train_acc": 0.6980406069448165, "train_nmi": 0.6982293810919004, "train_ari": 0.2940612688093029, "train_fscore": 0.3037408160575165, "train_adjacc": -1, "epoch": 109}
{"train_loss": 5.174082829023349, "train_cls": 2.973516970600712, "train_patch": 2.2005658581464673, "train_lr": 0.002554834377405931, "train_wd": 0.1036376151087463, "train_acc": 0.6974870085139894, "train_nmi": 0.698355014185507, "train_ari": 0.29434295092280094, "train_fscore": 0.3039971454207496, "train_adjacc": -1, "epoch": 110}
{"train_loss": 5.17924233759535, "train_cls": 2.97949420793816, "train_patch": 2.199748130577756, "train_lr": 0.0025459902354551694, "train_wd": 0.10471978306538915, "train_acc": 0.6964539894166251, "train_nmi": 0.6983931047890678, "train_ari": 0.29428875694271794, "train_fscore": 0.30391730606463235, "train_adjacc": -1, "epoch": 111}
{"train_loss": 5.191536219400838, "train_cls": 2.980469323136363, "train_patch": 2.2110668961604114, "train_lr": 0.002537079045998449, "train_wd": 0.10580906204883092, "train_acc": 0.6963821548209087, "train_nmi": 0.6981316574208933, "train_ari": 0.2944048093433801, "train_fscore": 0.30393458092357933, "train_adjacc": -1, "epoch": 112}
{"train_loss": 5.195130157496319, "train_cls": 2.9829667963681925, "train_patch": 2.2121633624689507, "train_lr": 0.002528101387270083, "train_wd": 0.10690538486721272, "train_acc": 0.6958800914977271, "train_nmi": 0.6986168094749005, "train_ari": 0.29475683566532135, "train_fscore": 0.304223678006365, "train_adjacc": -1, "epoch": 113}
{"train_loss": 5.212788391074858, "train_cls": 2.9865256991000257, "train_patch": 2.226262691910793, "train_lr": 0.0025190578418174867, "train_wd": 0.10800868389417911, "train_acc": 0.6947752372763216, "train_nmi": 0.6985431401428741, "train_ari": 0.2943626542330505, "train_fscore": 0.30391200176096517, "train_adjacc": -1, "epoch": 114}
{"train_loss": 5.232175351005711, "train_cls": 2.991242117781553, "train_patch": 2.240933230990785, "train_lr": 0.0025099489964633677, "train_wd": 0.10911889107304902, "train_acc": 0.6942302281581808, "train_nmi": 0.6989914167992737, "train_ari": 0.29458526598904355, "train_fscore": 0.3042001558463671, "train_adjacc": -1, "epoch": 115}
{"train_loss": 5.219478868306275, "train_cls": 2.994920907923844, "train_patch": 2.2245579596179614, "train_lr": 0.0025007754422676372, "train_wd": 0.11023593792101422, "train_acc": 0.6930449494520182, "train_nmi": 0.6985975357752411, "train_ari": 0.2937171962023817, "train_fscore": 0.30345479263779385, "train_adjacc": -1, "epoch": 116}
{"train_loss": 5.222117299478668, "train_cls": 2.9971656457986557, "train_patch": 2.2249516540882635, "train_lr": 0.0024915377744890916, "train_wd": 0.11135975553336382, "train_acc": 0.6963142232007312, "train_nmi": 0.6990757045391585, "train_ari": 0.2931821666225488, "train_fscore": 0.3032578232008348, "train_adjacc": -1, "epoch": 117}
{"train_loss": 5.22653043426207, "train_cls": 3.0046372037724143, "train_patch": 2.221893229084792, "train_lr": 0.0024822365925467414, "train_wd": 0.11249027458773288, "train_acc": 0.696792863627579, "train_nmi": 0.6991811699196772, "train_ari": 0.2923688900448574, "train_fscore": 0.3028221060133125, "train_adjacc": -1, "epoch": 118}
{"train_loss": 5.230471557926306, "train_cls": 3.008851814892002, "train_patch": 2.2216197445512362, "train_lr": 0.002472872499980961, "train_wd": 0.11362742534838155, "train_acc": 0.6969310676830608, "train_nmi": 0.6993082737605658, "train_ari": 0.2916252955731557, "train_fscore": 0.30226209495903655, "train_adjacc": -1, "epoch": 119}
{"train_loss": 5.259479251978636, "train_cls": 3.0158221250999815, "train_patch": 2.243657125894049, "train_lr": 0.0024634461044143008, "train_wd": 0.11477113767049393, "train_acc": 0.6965453459023468, "train_nmi": 0.6996093586048512, "train_ari": 0.2921088831986817, "train_fscore": 0.30283529730411873, "train_adjacc": -1, "epoch": 120}
{"train_loss": 5.257496052528945, "train_cls": 3.0210095626386364, "train_patch": 2.2364864907028084, "train_lr": 0.002453958017512062, "train_wd": 0.11592134100450754, "train_acc": 0.6954514236819062, "train_nmi": 0.699740058880186, "train_ari": 0.29236341772801944, "train_fscore": 0.30301652415233254, "train_adjacc": -1, "epoch": 121}
{"train_loss": 5.253868118300733, "train_cls": 3.026365308156585, "train_patch": 2.2275028092355904, "train_lr": 0.002444408854942601, "train_wd": 0.11707796440046186, "train_acc": 0.6963103207054876, "train_nmi": 0.6997833205601954, "train_ari": 0.2919913345958026, "train_fscore": 0.3027844092762131, "train_adjacc": -1, "epoch": 122}
{"train_loss": 5.267537031415775, "train_cls": 3.0321163637821247, "train_patch": 2.2354206684221354, "train_lr": 0.0024347992363373946, "train_wd": 0.11824093651237842, "train_acc": 0.6958613507599719, "train_nmi": 0.6997645003728767, "train_ari": 0.29174604237802565, "train_fscore": 0.3027281056210362, "train_adjacc": -1, "epoch": 123}
{"train_loss": 5.2865387150558005, "train_cls": 3.0378071011601677, "train_patch": 2.2487316139996962, "train_lr": 0.0024251297852508186, "train_wd": 0.11941018560265858, "train_acc": 0.6966570025485528, "train_nmi": 0.6998734059937098, "train_ari": 0.2919728546890883, "train_fscore": 0.30310402830158034, "train_adjacc": -1, "epoch": 124}
{"train_loss": 5.288781309532856, "train_cls": 3.0432800738570704, "train_patch": 2.2455012366243694, "train_lr": 0.002415401129119702, "train_wd": 0.12058563954651119, "train_acc": 0.696339991667115, "train_nmi": 0.7000968676307905, "train_ari": 0.2925945818757821, "train_fscore": 0.3036568481696919, "train_adjacc": -1, "epoch": 125}
{"train_loss": 5.278733013363381, "train_cls": 3.0515360551481763, "train_patch": 2.227196957971055, "train_lr": 0.0024056138992226057, "train_wd": 0.12176722583639975, "train_acc": 0.6959722274546658, "train_nmi": 0.6999385101619655, "train_ari": 0.2930265875835653, "train_fscore": 0.304109619538877, "train_adjacc": -1, "epoch": 126}
{"train_loss": 5.296583524153433, "train_cls": 3.0578979991222304, "train_patch": 2.2386855243547865, "train_lr": 0.002395768730638834, "train_wd": 0.12295487158651644, "train_acc": 0.6958433935759435, "train_nmi": 0.6999658997089188, "train_ari": 0.29323936107144827, "train_fscore": 0.3042512615037675, "train_adjacc": -1, "epoch": 127}
{"train_loss": 5.300262843052803, "train_cls": 3.066187501730152, "train_patch": 2.2340753418149535, "train_lr": 0.002385866262207287, "train_wd": 0.12414850353727765, "train_acc": 0.695923816283608, "train_nmi": 0.6995725466062427, "train_ari": 0.2922686789124821, "train_fscore": 0.30341564049003134, "train_adjacc": -1, "epoch": 128}
{"train_loss": 5.301296304101878, "train_cls": 3.073288076480422, "train_patch": 2.2280082282658515, "train_lr": 0.002375907136484938, "train_wd": 0.12534804805984104, "train_acc": 0.6959894046391526, "train_nmi": 0.7000052284590578, "train_ari": 0.2929424634388233, "train_fscore": 0.30410424770230454, "train_adjacc": -1, "epoch": 129}
{"train_loss": 5.313248269185884, "train_cls": 3.0797337370071878, "train_patch": 2.2335145313621942, "train_lr": 0.0023658919997051903, "train_wd": 0.12655343116065076, "train_acc": 0.6949665373030639, "train_nmi": 0.7001791793255059, "train_ari": 0.2931940516551706, "train_fscore": 0.3043696178105401, "train_adjacc": -1, "epoch": 130}
{"train_loss": 5.3155597517991815, "train_cls": 3.088059401187146, "train_patch": 2.227500351564621, "train_lr": 0.002355821501735909, "train_wd": 0.12776457848599912, "train_acc": 0.6943887336229144, "train_nmi": 0.7001773169894334, "train_ari": 0.294527337855102, "train_fscore": 0.3054809681373308, "train_adjacc": -1, "epoch": 131}
{"train_loss": 5.329884029510615, "train_cls": 3.092342400371532, "train_patch": 2.2375416287988736, "train_lr": 0.0023456962960372862, "train_wd": 0.12898141532661417, "train_acc": 0.6921337390503126, "train_nmi": 0.7004746523889148, "train_ari": 0.2967474795196943, "train_fscore": 0.30732553601438445, "train_adjacc": -1, "epoch": 132}
{"train_loss": 5.316159285783063, "train_cls": 3.0941528754627514, "train_patch": 2.222006409751962, "train_lr": 0.0023355170396194016, "train_wd": 0.13020386662226738, "train_acc": 0.692620968357581, "train_nmi": 0.7002492375958926, "train_ari": 0.2971900789143757, "train_fscore": 0.3076016875333167, "train_adjacc": -1, "epoch": 133}
{"train_loss": 5.3424123206063046, "train_cls": 3.096359585310034, "train_patch": 2.2460527351321695, "train_lr": 0.0023252843929996198, "train_wd": 0.13143185696640508, "train_acc": 0.692002561858928, "train_nmi": 0.7006205220028029, "train_ari": 0.29786540167192105, "train_fscore": 0.3082679536840437, "train_adjacc": -1, "epoch": 134}
{"train_loss": 5.310277092618517, "train_cls": 3.096226724771732, "train_patch": 2.214050367690689, "train_lr": 0.0023149990201597167, "train_wd": 0.1326653106107981, "train_acc": 0.6921595077568442, "train_nmi": 0.7005652317603412, "train_ari": 0.297550775787114, "train_fscore": 0.30796281907253265, "train_adjacc": -1, "epoch": 135}
{"train_loss": 5.32847410282748, "train_cls": 3.0998477375846765, "train_patch": 2.228626364890587, "train_lr": 0.002304661588502793, "train_wd": 0.13390415147021625, "train_acc": 0.691270938474838, "train_nmi": 0.7004802468934469, "train_ari": 0.2974673634863073, "train_fscore": 0.30782630298539787, "train_adjacc": -1, "epoch": 136}
{"train_loss": 5.337138035253847, "train_cls": 3.1026484521204445, "train_patch": 2.234489584182047, "train_lr": 0.002294272768809983, "train_wd": 0.1351483031271193, "train_acc": 0.6917815917350898, "train_nmi": 0.7009014347314472, "train_ari": 0.29778145277747786, "train_fscore": 0.30825414414906815, "train_adjacc": -1, "epoch": 137}
{"train_loss": 5.352452886839435, "train_cls": 3.106274469578231, "train_patch": 2.2461784177094803, "train_lr": 0.0022838332351968987, "train_wd": 0.13639768883637254, "train_acc": 0.6922407115687295, "train_nmi": 0.700433374606776, "train_ari": 0.296788745887054, "train_fscore": 0.30729786611010385, "train_adjacc": -1, "epoch": 138}
{"train_loss": 5.347623718239561, "train_cls": 3.1101693613872454, "train_patch": 2.237454356780271, "train_lr": 0.0022733436650699164, "train_wd": 0.13765223152997993, "train_acc": 0.6913880614577331, "train_nmi": 0.7002431920521046, "train_ari": 0.29625598237092765, "train_fscore": 0.3067877316901054, "train_adjacc": -1, "epoch": 139}
{"train_loss": 5.345845603331295, "train_cls": 3.1135434355029425, "train_patch": 2.2323021694093246, "train_lr": 0.0022628047390822197, "train_wd": 0.1389118538218395, "train_acc": 0.6904666987183976, "train_nmi": 0.7000458837729745, "train_ari": 0.2956696281217251, "train_fscore": 0.30624797908114365, "train_adjacc": -1, "epoch": 140}
{"train_loss": 5.358072707305952, "train_cls": 3.1202803318086825, "train_patch": 2.2377923759815674, "train_lr": 0.0022522171410896035, "train_wd": 0.1401764780125144, "train_acc": 0.6905721090764023, "train_nmi": 0.6995554843988708, "train_ari": 0.29454671849824854, "train_fscore": 0.3051716769917803, "train_adjacc": -1, "epoch": 141}
{"train_loss": 5.3865916226344375, "train_cls": 3.132535705739633, "train_patch": 2.2540559172150014, "train_lr": 0.002241581558106132, "train_wd": 0.14144602609402837, "train_acc": 0.6889948630217676, "train_nmi": 0.6998656738049277, "train_ari": 0.2951047473352203, "train_fscore": 0.30571685876401195, "train_adjacc": -1, "epoch": 142}
{"train_loss": 5.388072491564675, "train_cls": 3.1458541144134857, "train_patch": 2.242218378840228, "train_lr": 0.0022308986802595425, "train_wd": 0.14272041975467467, "train_acc": 0.6881890613930923, "train_nmi": 0.6997500640772122, "train_ari": 0.2947683836441044, "train_fscore": 0.3054152803083045, "train_adjacc": -1, "epoch": 143}
{"train_loss": 5.397170168327895, "train_cls": 3.1574566850827455, "train_patch": 2.239713484754077, "train_lr": 0.002220169200746473, "train_wd": 0.14399958038385022, "train_acc": 0.6879149962585843, "train_nmi": 0.6997736858682936, "train_ari": 0.2949601293940804, "train_fscore": 0.3057155585819882, "train_adjacc": -1, "epoch": 144}
{"train_loss": 5.416594018770936, "train_cls": 3.1666326810363925, "train_patch": 2.249961337770565, "train_lr": 0.002209393815787465, "train_wd": 0.14528342907690134, "train_acc": 0.6871802485536703, "train_nmi": 0.6999843213016544, "train_ari": 0.2952028829450919, "train_fscore": 0.3059973989855434, "train_adjacc": -1, "epoch": 145}
{"train_loss": 5.4012342450873625, "train_cls": 3.172170631881686, "train_patch": 2.22906361327772, "train_lr": 0.0021985732245818203, "train_wd": 0.14657188663999338, "train_acc": 0.6886700444121595, "train_nmi": 0.7002707225755821, "train_ari": 0.29558481374633594, "train_fscore": 0.30641868676021455, "train_adjacc": -1, "epoch": 146}
{"train_loss": 5.416377411545396, "train_cls": 3.1809013311081027, "train_patch": 2.235476080349239, "train_lr": 0.002187708129262186, "train_wd": 0.14786487359499495, "train_acc": 0.6873988759412005, "train_nmi": 0.6999319704033767, "train_ari": 0.295179560425255, "train_fscore": 0.30609200955493654, "train_adjacc": -1, "epoch": 147}
{"train_loss": 5.4093026930194625, "train_cls": 3.186644088435871, "train_patch": 2.2226586042353778, "train_lr": 0.002176799234849023, "train_wd": 0.14916231018438, "train_acc": 0.6862018872037422, "train_nmi": 0.6999756112331108, "train_ari": 0.29506768480842416, "train_fscore": 0.3061175159084343, "train_adjacc": -1, "epoch": 148}
{"train_loss": 5.427086107767048, "train_cls": 3.1949738747421015, "train_patch": 2.232112232060353, "train_lr": 0.0021658472492048653, "train_wd": 0.1504641163761483, "train_acc": 0.6843185612119849, "train_nmi": 0.6997460671538344, "train_ari": 0.2950420880049202, "train_fscore": 0.30596387532035996, "train_adjacc": -1, "epoch": 149}
{"train_loss": 5.435882146363934, "train_cls": 3.205114093457311, "train_patch": 2.2307680536030507, "train_lr": 0.0021548528829883687, "train_wd": 0.1517702118687612, "train_acc": 0.6846121483325573, "train_nmi": 0.7000604150497635, "train_ari": 0.2966799922535215, "train_fscore": 0.30747825581583127, "train_adjacc": -1, "epoch": 150}
{"train_loss": 5.43255734753455, "train_cls": 3.209513147784086, "train_patch": 2.223044199382237, "train_lr": 0.002143816849608189, "train_wd": 0.15308051609609755, "train_acc": 0.6838071272797781, "train_nmi": 0.7002751679496887, "train_ari": 0.29734036349561355, "train_fscore": 0.3080377843350853, "train_adjacc": -1, "epoch": 151}
{"train_loss": 5.4513637428158175, "train_cls": 3.2153984178883266, "train_patch": 2.2359653240069246, "train_lr": 0.00213273986517673, "train_wd": 0.15439494823241998, "train_acc": 0.6840202901077117, "train_nmi": 0.7003827891854539, "train_ari": 0.29819488965514496, "train_fscore": 0.30897671090852274, "train_adjacc": -1, "epoch": 152}
{"train_loss": 5.480506582283186, "train_cls": 3.227432230027683, "train_patch": 2.2530743519673258, "train_lr": 0.002121622648463626, "train_wd": 0.15571342719736275, "train_acc": 0.6816052289185843, "train_nmi": 0.7006355308602822, "train_ari": 0.3001158901672365, "train_fscore": 0.31058308858534645, "train_adjacc": -1, "epoch": 153}
{"train_loss": 5.496015721076027, "train_cls": 3.2361553803010232, "train_patch": 2.259860342424018, "train_lr": 0.0021104659208491566, "train_wd": 0.15703587166093236, "train_acc": 0.6783812438452272, "train_nmi": 0.7001214105313921, "train_ari": 0.30091087192717053, "train_fscore": 0.31101660734800557, "train_adjacc": -1, "epoch": 154}
{"train_loss": 5.502880350944018, "train_cls": 3.242507855649792, "train_patch": 2.260372496599028, "train_lr": 0.00209927040627736, "train_wd": 0.1583622000485261, "train_acc": 0.6777042779203963, "train_nmi": 0.7005346207717369, "train_ari": 0.30226800027551304, "train_fscore": 0.3121503552458953, "train_adjacc": -1, "epoch": 155}
{"train_loss": 5.510721014330793, "train_cls": 3.2450881363914568, "train_patch": 2.265632879772463, "train_lr": 0.0020880368312091654, "train_wd": 0.15969233054596077, "train_acc": 0.6756866517132276, "train_nmi": 0.7005612987814319, "train_ari": 0.30262281390488077, "train_fscore": 0.312363183042085, "train_adjacc": -1, "epoch": 156}
{"train_loss": 5.531993141921656, "train_cls": 3.249757125193222, "train_patch": 2.2822360160960455, "train_lr": 0.0020767659245751312, "train_wd": 0.16102618110452133, "train_acc": 0.6751065052487406, "train_nmi": 0.7006316453796421, "train_ari": 0.30271744531340466, "train_fscore": 0.31238294629647356, "train_adjacc": -1, "epoch": 157}
{"train_loss": 5.519579975260159, "train_cls": 3.2545792637750597, "train_patch": 2.2650007123656404, "train_lr": 0.002065458417728251, "train_wd": 0.1623636694460231, "train_acc": 0.6747926186881269, "train_nmi": 0.7009630158348276, "train_ari": 0.3028108600542655, "train_fscore": 0.3125023265942038, "train_adjacc": -1, "epoch": 158}
{"train_loss": 5.5171840943189965, "train_cls": 3.2588542519302863, "train_patch": 2.258329840799733, "train_lr": 0.0020541150443964414, "train_wd": 0.16370471306788487, "train_acc": 0.6750901086881793, "train_nmi": 0.7011352205934434, "train_ari": 0.3029700266766056, "train_fscore": 0.31270919999920127, "train_adjacc": -1, "epoch": 159}
{"train_loss": 5.52919128188964, "train_cls": 3.262917746924086, "train_patch": 2.2662735353537924, "train_lr": 0.0020427365406349373, "train_wd": 0.16504922924821927, "train_acc": 0.6743374037031777, "train_nmi": 0.7016813502999318, "train_ari": 0.3037177004560071, "train_fscore": 0.3133640239317506, "train_adjacc": -1, "epoch": 160}
{"train_loss": 5.519984550559966, "train_cls": 3.2626888691866682, "train_patch": 2.2572956799244066, "train_lr": 0.0020313236447785485, "train_wd": 0.16639713505093479, "train_acc": 0.6744170461711531, "train_nmi": 0.702096747529232, "train_ari": 0.30503669485225904, "train_fscore": 0.31454230667289895, "train_adjacc": -1, "epoch": 161}
{"train_loss": 5.532906775565164, "train_cls": 3.264324468812922, "train_patch": 2.2685823071124633, "train_lr": 0.0020198770973937244, "train_wd": 0.1677483473308525, "train_acc": 0.6737884910811732, "train_nmi": 0.7024203623815476, "train_ari": 0.3063915917109612, "train_fscore": 0.3157264192135697, "train_adjacc": -1, "epoch": 162}
{"train_loss": 5.551741628878353, "train_cls": 3.271256856354148, "train_patch": 2.2804847707591196, "train_lr": 0.0020083976412305256, "train_wd": 0.16910278273883353, "train_acc": 0.6728944564710981, "train_nmi": 0.7026206247042022, "train_ari": 0.30692815641347415, "train_fscore": 0.3161380134693599, "train_adjacc": -1, "epoch": 163}
{"train_loss": 5.548702443603415, "train_cls": 3.270991171355725, "train_patch": 2.277711274272935, "train_lr": 0.00199688602117441, "train_wd": 0.1704603577269229, "train_acc": 0.6731326051722795, "train_nmi": 0.7026884459931819, "train_ari": 0.30763247928637477, "train_fscore": 0.3167098505942511, "train_adjacc": -1, "epoch": 164}
{"train_loss": 5.5668768336975925, "train_cls": 3.2731849597469314, "train_patch": 2.2936918732702427, "train_lr": 0.0019853429841979035, "train_wd": 0.17182098855350025, "train_acc": 0.6733793431381176, "train_nmi": 0.7030048888299659, "train_ari": 0.30826649789752564, "train_fscore": 0.3173113009126964, "train_adjacc": -1, "epoch": 165}
{"train_loss": 5.563027241330553, "train_cls": 3.273552161021288, "train_patch": 2.289475080909634, "train_lr": 0.0019737692793121418, "train_wd": 0.17318459128844707, "train_acc": 0.6730717016169374, "train_nmi": 0.7035417644586864, "train_ari": 0.30915978165893987, "train_fscore": 0.3181462385027507, "train_adjacc": -1, "epoch": 166}
{"train_loss": 5.556164260740534, "train_cls": 3.272583084611716, "train_patch": 2.2835811753083135, "train_lr": 0.0019621656575182435, "train_wd": 0.17455108181832357, "train_acc": 0.6735089580250017, "train_nmi": 0.7042718659283485, "train_ari": 0.3096968051949312, "train_fscore": 0.3186960316922117, "train_adjacc": -1, "epoch": 167}
{"train_loss": 5.528869727735009, "train_cls": 3.271850956957602, "train_patch": 2.257018770989538, "train_lr": 0.0019505328717585998, "train_wd": 0.17592037585155693, "train_acc": 0.673827530298379, "train_nmi": 0.7048347224483399, "train_ari": 0.30982876726701425, "train_fscore": 0.31893348161567797, "train_adjacc": -1, "epoch": 168}
{"train_loss": 5.563142338908234, "train_cls": 3.2767192690387836, "train_patch": 2.2864230688768403, "train_lr": 0.001938871676867999, "train_wd": 0.17729238892364102, "train_acc": 0.6719473278589733, "train_nmi": 0.7048119783091985, "train_ari": 0.30958712151588846, "train_fscore": 0.31876507119671854, "train_adjacc": -1, "epoch": 169}
{"train_loss": 5.56815603922171, "train_cls": 3.278104224705805, "train_patch": 2.2900518157686753, "train_lr": 0.0019271828295246809, "train_wd": 0.17866703640234724, "train_acc": 0.6736612171054751, "train_nmi": 0.7052335587263705, "train_ari": 0.310179070352018, "train_fscore": 0.319425226269201, "train_adjacc": -1, "epoch": 170}
{"train_loss": 5.563726101828109, "train_cls": 3.280075304080106, "train_patch": 2.283650797892091, "train_lr": 0.0019154670882011917, "train_wd": 0.18004423349294416, "train_acc": 0.6743858135294089, "train_nmi": 0.7052704372848059, "train_ari": 0.3095494765269783, "train_fscore": 0.3189014488477567, "train_adjacc": -1, "epoch": 171}
{"train_loss": 5.558133802969802, "train_cls": 3.2801367166684003, "train_patch": 2.2779970860212297, "train_lr": 0.001903725213115199, "train_wd": 0.1814238952434275, "train_acc": 0.674628646694586, "train_nmi": 0.7055335973227991, "train_ari": 0.30928661821781606, "train_fscore": 0.31885323908055446, "train_adjacc": -1, "epoch": 172}
{"train_loss": 5.57589224290694, "train_cls": 3.284971491731113, "train_patch": 2.2909207522765045, "train_lr": 0.0018919579661801464, "train_wd": 0.18280593654976152, "train_acc": 0.6749136446945904, "train_nmi": 0.7052965542988286, "train_ari": 0.3089633600963888, "train_fscore": 0.3185890891971621, "train_adjacc": -1, "epoch": 173}
{"train_loss": 5.585075060238353, "train_cls": 3.283746234005957, "train_patch": 2.3013288284897837, "train_lr": 0.0018801661109558278, "train_wd": 0.1841902721611296, "train_acc": 0.6754594346287748, "train_nmi": 0.7057827023719134, "train_ari": 0.308485655803862, "train_fscore": 0.31825342892445574, "train_adjacc": -1, "epoch": 174}
{"train_loss": 5.581026542868757, "train_cls": 3.2855126711747804, "train_patch": 2.295513871701981, "train_lr": 0.0018683504125988316, "train_wd": 0.18557681668518902, "train_acc": 0.6756554187833063, "train_nmi": 0.7059812675046875, "train_ari": 0.30851048970471767, "train_fscore": 0.3183781214714276, "train_adjacc": -1, "epoch": 175}
{"train_loss": 5.5976957174324715, "train_cls": 3.2891208311498343, "train_patch": 2.30857488552217, "train_lr": 0.0018565116378128836, "train_wd": 0.1869654845933434, "train_acc": 0.6756757201925581, "train_nmi": 0.7060463960445056, "train_ari": 0.30985528919859473, "train_fscore": 0.31963934114151016, "train_adjacc": -1, "epoch": 176}
{"train_loss": 5.5967731684278235, "train_cls": 3.2933855783209314, "train_patch": 2.3033875884778903, "train_lr": 0.001844650554799124, "train_wd": 0.18835619022601427, "train_acc": 0.6761340585857701, "train_nmi": 0.7061065178213604, "train_ari": 0.31052913830354345, "train_fscore": 0.3202170794195112, "train_adjacc": -1, "epoch": 177}
{"train_loss": 5.610137348161601, "train_cls": 3.298665470432409, "train_patch": 2.3114718782775285, "train_lr": 0.0018327679332062273, "train_wd": 0.1897488477979279, "train_acc": 0.6760473872844871, "train_nmi": 0.7067599812261914, "train_ari": 0.31148078181204114, "train_fscore": 0.32118900567677794, "train_adjacc": -1, "epoch": 178}
{"train_loss": 5.602976142735754, "train_cls": 3.3049894629820296, "train_patch": 2.2979866804741675, "train_lr": 0.0018208645440804814, "train_wd": 0.19114337140340448, "train_acc": 0.6763058377791565, "train_nmi": 0.7070174159522401, "train_ari": 0.31156597186075224, "train_fscore": 0.3213720487132956, "train_adjacc": -1, "epoch": 179}
{"train_loss": 5.593652778636567, "train_cls": 3.3116768156604808, "train_patch": 2.2819759608667893, "train_lr": 0.0018089411598157504, "train_wd": 0.19253967502166014, "train_acc": 0.6777300444175696, "train_nmi": 0.7068784155907176, "train_ari": 0.3111657570080126, "train_fscore": 0.32107696412280834, "train_adjacc": -1, "epoch": 180}
{"train_loss": 5.603344580770467, "train_cls": 3.3193976599908215, "train_patch": 2.2839469184542165, "train_lr": 0.0017969985541033452, "train_wd": 0.19393767252211008, "train_acc": 0.6783320520982734, "train_nmi": 0.707310122137653, "train_ari": 0.31149797395684886, "train_fscore": 0.32144206030790606, "train_adjacc": -1, "epoch": 181}
{"train_loss": 5.609818436335467, "train_cls": 3.325205386629548, "train_patch": 2.2846130496018553, "train_lr": 0.0017850375018818414, "train_wd": 0.1953372776696839, "train_acc": 0.6781688632261935, "train_nmi": 0.7076392846264729, "train_ari": 0.3118422844149274, "train_fscore": 0.3218821300780806, "train_adjacc": -1, "epoch": 182}
{"train_loss": 5.617145862873606, "train_cls": 3.3337087482654244, "train_patch": 2.2834371160250533, "train_lr": 0.001773058779286777, "train_wd": 0.1967384041301418, "train_acc": 0.6775559232563477, "train_nmi": 0.7077559283254646, "train_ari": 0.31128694820991626, "train_fscore": 0.32147682446013653, "train_adjacc": -1, "epoch": 183}
{"train_loss": 5.602933220955559, "train_cls": 3.3411976336360203, "train_patch": 2.26173558821609, "train_lr": 0.001761063163600294, "train_wd": 0.1981409654754055, "train_acc": 0.6796594377874271, "train_nmi": 0.7078764025102742, "train_ari": 0.31062062397634627, "train_fscore": 0.3210071184520579, "train_adjacc": -1, "epoch": 184}
{"train_loss": 5.615538045567849, "train_cls": 3.3435155030318944, "train_patch": 2.2720225408789356, "train_lr": 0.0017490514332007055, "train_wd": 0.19954487518888328, "train_acc": 0.6778846459942033, "train_nmi": 0.7083300421379015, "train_ari": 0.3107799060229381, "train_fscore": 0.32116558095846126, "train_adjacc": -1, "epoch": 185}
{"train_loss": 5.610927589631932, "train_cls": 3.3432500790819635, "train_patch": 2.2676775112223826, "train_lr": 0.0017370243675119753, "train_wd": 0.20095004667081262, "train_acc": 0.678698254726665, "train_nmi": 0.7085737091963054, "train_ari": 0.31182366183945515, "train_fscore": 0.32199794112383334, "train_adjacc": -1, "epoch": 186}
{"train_loss": 5.604230504025703, "train_cls": 3.3413734600856486, "train_patch": 2.26285704285939, "train_lr": 0.001724982746953174, "train_wd": 0.2023563932435964, "train_acc": 0.6775629489677362, "train_nmi": 0.7087002986456453, "train_ari": 0.31236420720853403, "train_fscore": 0.32258925012350476, "train_adjacc": -1, "epoch": 187}
{"train_loss": 5.604967017087954, "train_cls": 3.3404031096768256, "train_patch": 2.264563908127569, "train_lr": 0.001712927352887793, "train_wd": 0.2037638281571533, "train_acc": 0.6780954666621833, "train_nmi": 0.7090236499577477, "train_ari": 0.3125485035693137, "train_fscore": 0.3229485371678259, "train_adjacc": -1, "epoch": 188}
{"train_loss": 5.6138319691646625, "train_cls": 3.3379059048740256, "train_patch": 2.2759260644627424, "train_lr": 0.0017008589675730856, "train_wd": 0.20517226459426877, "train_acc": 0.6796383563306041, "train_nmi": 0.709060607082358, "train_ari": 0.31237207111650783, "train_fscore": 0.32281539844287205, "train_adjacc": -1, "epoch": 189}
{"train_loss": 5.591872001099324, "train_cls": 3.3336102912703285, "train_patch": 2.2582617124826267, "train_lr": 0.0016887783741092665, "train_wd": 0.20658161567594924, "train_acc": 0.6803731035552228, "train_nmi": 0.7094949095645972, "train_ari": 0.31251027177062096, "train_fscore": 0.3230264887667421, "train_adjacc": -1, "epoch": 190}
{"train_loss": 5.616221829492368, "train_cls": 3.3351233560264735, "train_patch": 2.2810984735579507, "train_lr": 0.0016766863563887507, "train_wd": 0.207991794466781, "train_acc": 0.680822071003203, "train_nmi": 0.7094976605092715, "train_ari": 0.3123555122968233, "train_fscore": 0.32303522872649626, "train_adjacc": -1, "epoch": 191}
{"train_loss": 5.5948419351908205, "train_cls": 3.3288142216115943, "train_patch": 2.266027712826763, "train_lr": 0.001664583699045225, "train_wd": 0.2094027139802931, "train_acc": 0.6822572088741085, "train_nmi": 0.7098647568876384, "train_ari": 0.3127729286145309, "train_fscore": 0.32353368969619445, "train_adjacc": -1, "epoch": 192}
{"train_loss": 5.611515305325962, "train_cls": 3.3276467415920163, "train_patch": 2.2838685653989685, "train_lr": 0.0016524711874027903, "train_wd": 0.2108142871843255, "train_acc": 0.6825312766982701, "train_nmi": 0.7101276683300929, "train_ari": 0.3133331536866923, "train_fscore": 0.3241194691111757, "train_adjacc": -1, "epoch": 193}
{"train_loss": 5.598168304954009, "train_cls": 3.326722051350942, "train_patch": 2.27144625541218, "train_lr": 0.001640349607424966, "train_wd": 0.21222642700639205, "train_acc": 0.6832425970401041, "train_nmi": 0.7103999940772566, "train_ari": 0.31389209242925753, "train_fscore": 0.32473489048465115, "train_adjacc": -1, "epoch": 194}
{"train_loss": 5.595633721675022, "train_cls": 3.3244403950267665, "train_patch": 2.2711933264841546, "train_lr": 0.0016282197456637026, "train_wd": 0.21363904633905814, "train_acc": 0.684218616182049, "train_nmi": 0.7104677333866203, "train_ari": 0.3133537921564329, "train_fscore": 0.3243150595893363, "train_adjacc": -1, "epoch": 195}
{"train_loss": 5.595982485325978, "train_cls": 3.323032453852317, "train_patch": 2.272950030821259, "train_lr": 0.0016160823892083524, "train_wd": 0.2150520580453091, "train_acc": 0.6836751702329403, "train_nmi": 0.710676513367003, "train_ari": 0.31367863197256435, "train_fscore": 0.32466347996225986, "train_adjacc": -1, "epoch": 196}
{"train_loss": 5.592685971269997, "train_cls": 3.320961882026324, "train_patch": 2.2717240909247063, "train_lr": 0.0016039383256345788, "train_wd": 0.21646537496392598, "train_acc": 0.684348232509819, "train_nmi": 0.7109923843335514, "train_ari": 0.3136506343359499, "train_fscore": 0.3246461701527011, "train_adjacc": -1, "epoch": 197}
{"train_loss": 5.599100366655038, "train_cls": 3.3197343737775524, "train_patch": 2.279365992953532, "train_lr": 0.0015917883429532654, "train_wd": 0.21787890991486494, "train_acc": 0.684502052982232, "train_nmi": 0.7112038087193937, "train_ari": 0.31366014925850905, "train_fscore": 0.3248104155879075, "train_adjacc": -1, "epoch": 198}
{"train_loss": 5.585868782168462, "train_cls": 3.3174393839839964, "train_patch": 2.2684293977321874, "train_lr": 0.0015796332295593745, "train_wd": 0.21929257570463215, "train_acc": 0.6855046199657185, "train_nmi": 0.7115715040251299, "train_ari": 0.3141500265623837, "train_fscore": 0.32540547015649396, "train_adjacc": -1, "epoch": 199}
{"train_loss": 5.583573468727929, "train_cls": 3.3188181486367987, "train_patch": 2.264755319726906, "train_lr": 0.001567473774180801, "train_wd": 0.22070628513166177, "train_acc": 0.6865673090641197, "train_nmi": 0.7117673387738598, "train_ari": 0.3146808707624045, "train_fscore": 0.3259411847980971, "train_adjacc": -1, "epoch": 200}
{"train_loss": 5.596089863773959, "train_cls": 3.316128127571078, "train_patch": 2.2799617362549123, "train_lr": 0.001555310765827175, "train_wd": 0.22211995099169718, "train_acc": 0.6852008820924905, "train_nmi": 0.7119777660464198, "train_ari": 0.31482361782185464, "train_fscore": 0.32619697154611443, "train_adjacc": -1, "epoch": 201}
{"train_loss": 5.598497012858745, "train_cls": 3.3146365607357975, "train_patch": 2.2838604528193764, "train_lr": 0.0015431449937386792, "train_wd": 0.22353348608316997, "train_acc": 0.6860332313705894, "train_nmi": 0.7118050698771775, "train_ari": 0.3143528987797441, "train_fscore": 0.325851706009971, "train_adjacc": -1, "epoch": 202}
{"train_loss": 5.590028865248357, "train_cls": 3.3158960923244325, "train_patch": 2.2741327718952924, "train_lr": 0.0015309772473348267, "train_wd": 0.22494680321257665, "train_acc": 0.6867562647695795, "train_nmi": 0.7119637321084694, "train_ari": 0.31464507625674254, "train_fscore": 0.3261820718988337, "train_adjacc": -1, "epoch": 203}
{"train_loss": 5.584822921255984, "train_cls": 3.3135314834252374, "train_patch": 2.271291435809504, "train_lr": 0.0015188083161632472, "train_wd": 0.22635981519985965, "train_acc": 0.6860675876127146, "train_nmi": 0.7119959229803595, "train_ari": 0.3148209803232869, "train_fscore": 0.32635667209124763, "train_adjacc": -1, "epoch": 204}
{"train_loss": 5.580920276864703, "train_cls": 3.3089111100801243, "train_patch": 2.272009166460379, "train_lr": 0.0015066389898484465, "train_wd": 0.22777243488378437, "train_acc": 0.6875136567161123, "train_nmi": 0.7129302938500511, "train_ari": 0.3162500436625739, "train_fscore": 0.3277772969873091, "train_adjacc": -1, "epoch": 205}
{"train_loss": 5.585280447037605, "train_cls": 3.3097372939757626, "train_patch": 2.275543153005808, "train_lr": 0.0014944700580405697, "train_wd": 0.22918457512731366, "train_acc": 0.6878736121917712, "train_nmi": 0.7128527260820641, "train_ari": 0.31625598932940135, "train_fscore": 0.32780684138076877, "train_adjacc": -1, "epoch": 206}
{"train_loss": 5.589134600448762, "train_cls": 3.308180756588761, "train_patch": 2.2809538437399275, "train_lr": 0.0014823023103641626, "train_wd": 0.2305961488229856, "train_acc": 0.6881718832960444, "train_nmi": 0.7127172786776891, "train_ari": 0.3158162715529951, "train_fscore": 0.3274571889102293, "train_adjacc": -1, "epoch": 207}
{"train_loss": 5.568788133583625, "train_cls": 3.309162988902547, "train_patch": 2.2596251460619263, "train_lr": 0.0014701365363669373, "train_wd": 0.23200706889828626, "train_acc": 0.6885599486295683, "train_nmi": 0.7130678635612415, "train_ari": 0.315581963471744, "train_fscore": 0.32734042070747443, "train_adjacc": -1, "epoch": 208}
{"train_loss": 5.578148130228402, "train_cls": 3.3059863723112057, "train_patch": 2.2721617599504467, "train_lr": 0.0014579735254685287, "train_wd": 0.23341724832101854, "train_acc": 0.6889245887613412, "train_nmi": 0.7134743623567672, "train_ari": 0.31585011822821024, "train_fscore": 0.3276941511915378, "train_adjacc": -1, "epoch": 209}
{"train_loss": 5.571985666418216, "train_cls": 3.3047151905200574, "train_patch": 2.267270477415092, "train_lr": 0.0014458140669092914, "train_wd": 0.23482660010467324, "train_acc": 0.6894547635273622, "train_nmi": 0.7132856088672893, "train_ari": 0.3154848246690158, "train_fscore": 0.327357663094579, "train_adjacc": -1, "epoch": 210}
{"train_loss": 5.5620882414759665, "train_cls": 3.3033684234432785, "train_patch": 2.2587198173962966, "train_lr": 0.0014336589496990592, "train_wd": 0.2362350373137948, "train_acc": 0.6896866640191612, "train_nmi": 0.7133578784340107, "train_ari": 0.3155727340227469, "train_fscore": 0.3274581703886537, "train_adjacc": -1, "epoch": 211}
{"train_loss": 5.5697259842597, "train_cls": 3.3000868172966404, "train_patch": 2.2696391677075165, "train_lr": 0.0014215089625659687, "train_wd": 0.23764247306934053, "train_acc": 0.6904846580637548, "train_nmi": 0.7137198134829773, "train_ari": 0.3159457348774484, "train_fscore": 0.3278595605743653, "train_adjacc": -1, "epoch": 212}
{"train_loss": 5.5631738152518055, "train_cls": 3.296026146927413, "train_patch": 2.267147668916757, "train_lr": 0.001409364893905281, "train_wd": 0.23904882055404358, "train_acc": 0.6909172290952622, "train_nmi": 0.7140531397319684, "train_ari": 0.3165756291341441, "train_fscore": 0.3284404098747224, "train_adjacc": -1, "epoch": 213}
{"train_loss": 5.555541110981737, "train_cls": 3.2931788102084516, "train_patch": 2.2623623007372635, "train_lr": 0.0013972275317282003, "train_wd": 0.2404539930177675, "train_acc": 0.6916012237093124, "train_nmi": 0.7146929266803245, "train_ari": 0.31706956572777306, "train_fscore": 0.32900526754188963, "train_adjacc": -1, "epoch": 214}
{"train_loss": 5.537980008006833, "train_cls": 3.2916732063032175, "train_patch": 2.2463068023960404, "train_lr": 0.001385097663610766, "train_wd": 0.2418579037828544, "train_acc": 0.69237813456802, "train_nmi": 0.7145557269184059, "train_ari": 0.3172869719474189, "train_fscore": 0.3290987421886654, "train_adjacc": -1, "epoch": 215}
{"train_loss": 5.5482015451243765, "train_cls": 3.289328414747672, "train_patch": 2.2588731302606333, "train_lr": 0.0013729760766427448, "train_wd": 0.2432604662494769, "train_acc": 0.6920650276227116, "train_nmi": 0.7147589368144409, "train_ari": 0.3176307910019327, "train_fscore": 0.3294779527998574, "train_adjacc": -1, "epoch": 216}
{"train_loss": 5.545002608114502, "train_cls": 3.2867328241615565, "train_patch": 2.2582697817235746, "train_lr": 0.001360863557376534, "train_wd": 0.24466159390097453, "train_acc": 0.6922914642273275, "train_nmi": 0.7150556003915765, "train_ari": 0.31786402337654535, "train_fscore": 0.32969600479363104, "train_adjacc": -1, "epoch": 217}
{"train_loss": 5.549253525911337, "train_cls": 3.2828708493338135, "train_patch": 2.2663826765975355, "train_lr": 0.0013487608917761604, "train_wd": 0.24606120030919312, "train_acc": 0.6932495248404171, "train_nmi": 0.7154078818270738, "train_ari": 0.3182551679802481, "train_fscore": 0.3301313390564228, "train_adjacc": -1, "epoch": 218}
{"train_loss": 5.547191421895331, "train_cls": 3.2806584798710148, "train_patch": 2.2665329423405103, "train_lr": 0.0013366688651662423, "train_wd": 0.2474591991398177, "train_acc": 0.693190963204881, "train_nmi": 0.7151441016321515, "train_ari": 0.3172870143575898, "train_fscore": 0.32925222965998213, "train_adjacc": -1, "epoch": 219}
{"train_loss": 5.537400524445896, "train_cls": 3.2759620490539723, "train_patch": 2.261438474955656, "train_lr": 0.0013245882621810623, "train_wd": 0.24885550415769495, "train_acc": 0.694938426820815, "train_nmi": 0.7155571156854894, "train_ari": 0.3174654935877788, "train_fscore": 0.3294563754067865, "train_adjacc": -1, "epoch": 220}
{"train_loss": 5.546566720550623, "train_cls": 3.274164596072711, "train_patch": 2.272402123485302, "train_lr": 0.0013125198667136373, "train_wd": 0.2502500292321548, "train_acc": 0.695164083041653, "train_nmi": 0.7159452168834198, "train_ari": 0.3180174908400822, "train_fscore": 0.33000139947968543, "train_adjacc": -1, "epoch": 221}
{"train_loss": 5.555649417680404, "train_cls": 3.2718231437221, "train_patch": 2.2838262735500536, "train_lr": 0.001300464461864847, "train_wd": 0.2516426883423204, "train_acc": 0.6942255428776829, "train_nmi": 0.7162770540450246, "train_ari": 0.31829567542958903, "train_fscore": 0.33027270338386416, "train_adjacc": -1, "epoch": 222}
{"train_loss": 5.541479598017364, "train_cls": 3.2676885041808235, "train_patch": 2.2737910941167123, "train_lr": 0.0012884228298926487, "train_wd": 0.2530333955824191, "train_acc": 0.6957817076195832, "train_nmi": 0.7164420212448458, "train_ari": 0.31772961113790366, "train_fscore": 0.3298547100284136, "train_adjacc": -1, "epoch": 223}
{"train_loss": 5.546605027101387, "train_cls": 3.266038179781819, "train_patch": 2.280566844337735, "train_lr": 0.0012763957521612728, "train_wd": 0.25442206516707727, "train_acc": 0.6963735663247242, "train_nmi": 0.7168171417165655, "train_ari": 0.31813369981692025, "train_fscore": 0.33026258390078084, "train_adjacc": -1, "epoch": 224}
{"train_loss": 5.532807949695285, "train_cls": 3.263073031568668, "train_patch": 2.269734918791025, "train_lr": 0.0012643840090905665, "train_wd": 0.25580861143661326, "train_acc": 0.6966218649620591, "train_nmi": 0.7168724995580662, "train_ari": 0.3186017650984832, "train_fscore": 0.330674521974936, "train_adjacc": -1, "epoch": 225}
{"train_loss": 5.5175318216047975, "train_cls": 3.259852150139423, "train_patch": 2.2576796720097088, "train_lr": 0.0012523883801053145, "train_wd": 0.2571929488623221, "train_acc": 0.6972082580989835, "train_nmi": 0.717151468064171, "train_ari": 0.3192018230084037, "train_fscore": 0.3312297808074105, "train_adjacc": -1, "epoch": 226}
{"train_loss": 5.532841873335448, "train_cls": 3.258413129113164, "train_patch": 2.274428745382997, "train_lr": 0.0012404096435847032, "train_wd": 0.25857499205175105, "train_acc": 0.6973776944600028, "train_nmi": 0.7178462798113154, "train_ari": 0.32021330738141757, "train_fscore": 0.3322502981746822, "train_adjacc": -1, "epoch": 227}
{"train_loss": 5.5246943777890865, "train_cls": 3.255519562067923, "train_patch": 2.269174816777813, "train_lr": 0.0012284485768117679, "train_wd": 0.25995465575396554, "train_acc": 0.6988190796277295, "train_nmi": 0.7177456497744564, "train_ari": 0.31971378716357524, "train_fscore": 0.33186283939084643, "train_adjacc": -1, "epoch": 228}
{"train_loss": 5.5287769267692255, "train_cls": 3.2516605567858483, "train_patch": 2.2771163684664444, "train_lr": 0.0012165059559229988, "train_wd": 0.2613318548648099, "train_acc": 0.6995405527874887, "train_nmi": 0.7177800494182348, "train_ari": 0.3191546256673498, "train_fscore": 0.3314502288100851, "train_adjacc": -1, "epoch": 229}
{"train_loss": 5.529216279778274, "train_cls": 3.2488105102248834, "train_patch": 2.28040577013775, "train_lr": 0.0012045825558579472, "train_wd": 0.2627065044321563, "train_acc": 0.6998700568216832, "train_nmi": 0.7179427613628082, "train_ari": 0.31914674398856735, "train_fscore": 0.331475843108301, "train_adjacc": -1, "epoch": 230}
{"train_loss": 5.508923972386236, "train_cls": 3.24604053633238, "train_patch": 2.2628834338404946, "train_lr": 0.0011926791503089594, "train_wd": 0.2640785196611427, "train_acc": 0.699755277919923, "train_nmi": 0.7182814711897875, "train_ari": 0.3191044994176619, "train_fscore": 0.33150114348542814, "train_adjacc": -1, "epoch": 231}
{"train_loss": 5.515875299307341, "train_cls": 3.243821855885605, "train_patch": 2.2720534426972905, "train_lr": 0.00118079651167096, "train_wd": 0.26544781591940914, "train_acc": 0.7011544985890292, "train_nmi": 0.7186571345224205, "train_ari": 0.31957964376963743, "train_fscore": 0.3320253629786955, "train_adjacc": -1, "epoch": 232}
{"train_loss": 5.506483135478265, "train_cls": 3.2411089535045137, "train_patch": 2.265374183766854, "train_lr": 0.0011689354109913374, "train_wd": 0.26681430874231055, "train_acc": 0.7011138961547618, "train_nmi": 0.7190285372930669, "train_ari": 0.31971437247942597, "train_fscore": 0.33217858486767654, "train_adjacc": -1, "epoch": 233}
{"train_loss": 5.498514637379054, "train_cls": 3.2361701958896076, "train_patch": 2.2623444438068705, "train_lr": 0.0011570966179199299, "train_wd": 0.2681779138381338, "train_acc": 0.7026614727366844, "train_nmi": 0.7193983033249832, "train_ari": 0.3195853910283457, "train_fscore": 0.3321478014131963, "train_adjacc": -1, "epoch": 234}
{"train_loss": 5.507378110906753, "train_cls": 3.23455238099736, "train_patch": 2.272825729789319, "train_lr": 0.001145280900659043, "train_wd": 0.2695385470932934, "train_acc": 0.7036913680895791, "train_nmi": 0.7196015786521627, "train_ari": 0.31992045387592205, "train_fscore": 0.3325332489778838, "train_adjacc": -1, "epoch": 235}
{"train_loss": 5.5073192604216334, "train_cls": 3.2329420625619147, "train_patch": 2.2743771976676, "train_lr": 0.001133489025913638, "train_wd": 0.2708961245775205, "train_acc": 0.7037538337092741, "train_nmi": 0.7198692962096997, "train_ari": 0.3198420934294208, "train_fscore": 0.3325292044778949, "train_adjacc": -1, "epoch": 236}
{"train_loss": 5.497957401567975, "train_cls": 3.227726708384185, "train_patch": 2.2702306927074964, "train_lr": 0.0011217217588415764, "train_wd": 0.2722505625490422, "train_acc": 0.7059557332712061, "train_nmi": 0.7199604764228315, "train_ari": 0.32013710678125196, "train_fscore": 0.33289247859902404, "train_adjacc": -1, "epoch": 237}
{"train_loss": 5.48882973018014, "train_cls": 3.2240377503426974, "train_patch": 2.2647919808740804, "train_lr": 0.0011099798630039486, "train_wd": 0.27360177745974323, "train_acc": 0.7063992360155011, "train_nmi": 0.7204714683516379, "train_ari": 0.32057318531593854, "train_fscore": 0.3333742732934119, "train_adjacc": -1, "epoch": 238}
{"train_loss": 5.496819199356314, "train_cls": 3.219694063543729, "train_patch": 2.2771251355124007, "train_lr": 0.0010982641003155515, "train_wd": 0.27494968596032443, "train_acc": 0.7065920985388622, "train_nmi": 0.7205214150232643, "train_ari": 0.32051064976783766, "train_fscore": 0.3333005479801301, "train_adjacc": -1, "epoch": 239}
{"train_loss": 5.5037900875596435, "train_cls": 3.216128975401122, "train_patch": 2.2876611123946673, "train_lr": 0.0010865752309954328, "train_wd": 0.27629420490543877, "train_acc": 0.7076641582943181, "train_nmi": 0.720672687875947, "train_ari": 0.32058664536806375, "train_fscore": 0.33343140149049844, "train_adjacc": -1, "epoch": 240}
{"train_loss": 5.50424931771711, "train_cls": 3.210910636748545, "train_patch": 2.2933386805403018, "train_lr": 0.0010749140135175807, "train_wd": 0.27763525135882516, "train_acc": 0.7083590838046538, "train_nmi": 0.7211897997452598, "train_ari": 0.3208309370434446, "train_fscore": 0.3337339145340894, "train_adjacc": -1, "epoch": 241}
{"train_loss": 5.5151903276045795, "train_cls": 3.2071048256180923, "train_patch": 2.3080855033953536, "train_lr": 0.0010632812045616754, "train_wd": 0.27897274259842136, "train_acc": 0.709358528340468, "train_nmi": 0.7217487344490104, "train_ari": 0.3213577918983903, "train_fscore": 0.3343420457560858, "train_adjacc": -1, "epoch": 242}
{"train_loss": 5.52035966276194, "train_cls": 3.2045692756728013, "train_patch": 2.3157903863326728, "train_lr": 0.0010516775589640259, "train_wd": 0.28030659612146813, "train_acc": 0.7092429677101031, "train_nmi": 0.7212626506987733, "train_ari": 0.32074524035007934, "train_fscore": 0.33374836909012573, "train_adjacc": -1, "epoch": 243}
{"train_loss": 5.529583884740817, "train_cls": 3.2010642206543976, "train_patch": 2.328519664226506, "train_lr": 0.0010401038296685666, "train_wd": 0.2816367296495967, "train_acc": 0.7101908776185668, "train_nmi": 0.721730677084811, "train_ari": 0.320876866155724, "train_fscore": 0.33394569949697805, "train_adjacc": -1, "epoch": 244}
{"train_loss": 5.535350154371887, "train_cls": 3.1981989454028747, "train_patch": 2.337151208040441, "train_lr": 0.0010285607676780019, "train_wd": 0.28296306113390507, "train_acc": 0.7106328192110699, "train_nmi": 0.7222025529488553, "train_ari": 0.3211964811711138, "train_fscore": 0.3343345910153561, "train_adjacc": -1, "epoch": 245}
{"train_loss": 5.5216761292419925, "train_cls": 3.194757431073116, "train_patch": 2.3269186971202322, "train_lr": 0.0010170491220050839, "train_wd": 0.28428550876002084, "train_acc": 0.711729865512187, "train_nmi": 0.7223003153707322, "train_ari": 0.3209770831030985, "train_fscore": 0.33417871248529135, "train_adjacc": -1, "epoch": 246}
{"train_loss": 5.524903651778172, "train_cls": 3.1910440448532493, "train_patch": 2.33385960748927, "train_lr": 0.0010055696396240078, "train_wd": 0.28560399095314376, "train_acc": 0.7121030952448234, "train_nmi": 0.722671654454964, "train_ari": 0.32103110927053985, "train_fscore": 0.33430354868214424, "train_adjacc": -1, "epoch": 247}
{"train_loss": 5.533644069195306, "train_cls": 3.188585399164489, "train_patch": 2.3450586699747826, "train_lr": 0.0009941230654219276, "train_wd": 0.2869184263830827, "train_acc": 0.7116502223717984, "train_nmi": 0.7227203142473055, "train_ari": 0.3212379417481595, "train_fscore": 0.3345400996979092, "train_adjacc": -1, "epoch": 248}
{"train_loss": 5.546177959085119, "train_cls": 3.182025297119385, "train_patch": 2.364152661493444, "train_lr": 0.0009827101421506445, "train_wd": 0.28822873396926835, "train_acc": 0.7143323246170493, "train_nmi": 0.7232906139196155, "train_ari": 0.3212971322995089, "train_fscore": 0.3346829168115445, "train_adjacc": -1, "epoch": 249}
{"train_loss": 5.527781223549562, "train_cls": 3.1782286352939, "train_patch": 2.349552587367116, "train_lr": 0.0009713316103783923, "train_wd": 0.28953483288575627, "train_acc": 0.7147305411354944, "train_nmi": 0.7236504941246187, "train_ari": 0.32156047037253466, "train_fscore": 0.3349850858648218, "train_adjacc": -1, "epoch": 250}
{"train_loss": 5.525378589912861, "train_cls": 3.1732536390876054, "train_patch": 2.3521249514176197, "train_lr": 0.0009599882084417923, "train_wd": 0.2908366425662146, "train_acc": 0.7146227883293589, "train_nmi": 0.7237228895381146, "train_ari": 0.32137110242826994, "train_fscore": 0.33485258872792983, "train_adjacc": -1, "epoch": 251}
{"train_loss": 5.5089870224932715, "train_cls": 3.1697292289537287, "train_patch": 2.3392577918945316, "train_lr": 0.0009486806723979409, "train_wd": 0.2921340827088882, "train_acc": 0.7161274207012966, "train_nmi": 0.7242212574689685, "train_ari": 0.3219526537401443, "train_fscore": 0.3354102636173822, "train_adjacc": -1, "epoch": 252}
{"train_loss": 5.510286309603495, "train_cls": 3.163898506201053, "train_patch": 2.3463878029341534, "train_lr": 0.0009374097359766459, "train_wd": 0.29342707328155876, "train_acc": 0.7163226245681092, "train_nmi": 0.7245931792238007, "train_ari": 0.3228011956509318, "train_fscore": 0.33617734735895943, "train_adjacc": -1, "epoch": 253}
{"train_loss": 5.500667992760153, "train_cls": 3.159596062998537, "train_patch": 2.3410719302138943, "train_lr": 0.0009261761305328227, "train_wd": 0.294715534526477, "train_acc": 0.7180130911103955, "train_nmi": 0.724586837519392, "train_ari": 0.3225585000988766, "train_fscore": 0.3360466702010079, "train_adjacc": -1, "epoch": 254}
{"train_loss": 5.51173582658664, "train_cls": 3.1574110926126173, "train_patch": 2.3543247338379385, "train_lr": 0.0009149805849990278, "train_wd": 0.29599938696528394, "train_acc": 0.7179092426726551, "train_nmi": 0.7249616072670281, "train_ari": 0.32278430776272055, "train_fscore": 0.33628434838610793, "train_adjacc": -1, "epoch": 255}
{"train_loss": 5.493073807403409, "train_cls": 3.1503523286314956, "train_patch": 2.3427214795083664, "train_lr": 0.0009038238258381647, "train_wd": 0.29727855140391296, "train_acc": 0.7194521349827, "train_nmi": 0.7252655104018065, "train_ari": 0.32326451292209213, "train_fscore": 0.3367512891786723, "train_adjacc": -1, "epoch": 256}
{"train_loss": 5.501154805779489, "train_cls": 3.1448010429239646, "train_patch": 2.3563537611344665, "train_lr": 0.0008927065769963533, "train_wd": 0.29855294893747836, "train_acc": 0.7203204024231885, "train_nmi": 0.7256682882458172, "train_ari": 0.3233949637017106, "train_fscore": 0.3369714215681755, "train_adjacc": -1, "epoch": 257}
{"train_loss": 5.492305769655866, "train_cls": 3.1393540962678017, "train_patch": 2.352951672503521, "train_lr": 0.0008816295598559368, "train_wd": 0.29982250095513474, "train_acc": 0.7209302194170372, "train_nmi": 0.7262781733461896, "train_ari": 0.32401812779469386, "train_fscore": 0.3375930491477518, "train_adjacc": -1, "epoch": 258}
{"train_loss": 5.494128113067697, "train_cls": 3.1363011651019272, "train_patch": 2.3578269451320284, "train_lr": 0.0008705934931886789, "train_wd": 0.30108712914493563, "train_acc": 0.7213760650897583, "train_nmi": 0.7261100623380313, "train_ari": 0.3232845165274912, "train_fscore": 0.3369515661802702, "train_adjacc": -1, "epoch": 259}
{"train_loss": 5.4962976556726595, "train_cls": 3.12962033137531, "train_patch": 2.3666773216757377, "train_lr": 0.0008595990931091378, "train_wd": 0.30234675549865553, "train_acc": 0.7229056839593277, "train_nmi": 0.7264639137082914, "train_ari": 0.323571511643697, "train_fscore": 0.33728554819237117, "train_adjacc": -1, "epoch": 260}
{"train_loss": 5.472164858445793, "train_cls": 3.1264169977824277, "train_patch": 2.3457478588662606, "train_lr": 0.0008486470730281738, "train_wd": 0.303601302316609, "train_acc": 0.7237778550477685, "train_nmi": 0.7270130792068591, "train_ari": 0.32411614165839664, "train_fscore": 0.3377921042166805, "train_adjacc": -1, "epoch": 261}
{"train_loss": 5.483976299584056, "train_cls": 3.1204469789508975, "train_patch": 2.3635293213215816, "train_lr": 0.0008377381436066774, "train_wd": 0.3048506922124378, "train_acc": 0.7240589490155843, "train_nmi": 0.7272897376821711, "train_ari": 0.32435597198373023, "train_fscore": 0.33804878334998933, "train_adjacc": -1, "epoch": 262}
{"train_loss": 5.487602469439536, "train_cls": 3.114846679181653, "train_patch": 2.3727557898976617, "train_lr": 0.0008268730127094451, "train_wd": 0.30609484811788856, "train_acc": 0.725408979954977, "train_nmi": 0.7277071160785884, "train_ari": 0.32525376574783305, "train_fscore": 0.33891762304206674, "train_adjacc": -1, "epoch": 263}
{"train_loss": 5.474064122164022, "train_cls": 3.1094587288442685, "train_patch": 2.3646053935639038, "train_lr": 0.0008160523853592489, "train_wd": 0.3073336932875646, "train_acc": 0.727290746668094, "train_nmi": 0.7280714988003713, "train_ari": 0.32579669625922947, "train_fscore": 0.3394569472095634, "train_adjacc": -1, "epoch": 264}
{"train_loss": 5.47242437353097, "train_cls": 3.1046754856231935, "train_patch": 2.367748888884377, "train_lr": 0.0008052769636910939, "train_wd": 0.3085671513036608, "train_acc": 0.72676291473444, "train_nmi": 0.7285698969709924, "train_ari": 0.32672556060182845, "train_fscore": 0.340357455128547, "train_adjacc": -1, "epoch": 265}
{"train_loss": 5.463361681804457, "train_cls": 3.0987600552004704, "train_patch": 2.364601626499923, "train_lr": 0.0007945474469066485, "train_wd": 0.30979514608067527, "train_acc": 0.7287766392628672, "train_nmi": 0.7289959138582129, "train_ari": 0.32691906079066135, "train_fscore": 0.3405883406405652, "train_adjacc": -1, "epoch": 266}
{"train_loss": 5.464994912470281, "train_cls": 3.0928018661698697, "train_patch": 2.3721930446233794, "train_lr": 0.0007838645312288805, "train_wd": 0.3110176018701068, "train_acc": 0.7289819938823353, "train_nmi": 0.7290586143110739, "train_ari": 0.32666556789134216, "train_fscore": 0.3404156680497735, "train_adjacc": -1, "epoch": 267}
{"train_loss": 5.451979045846467, "train_cls": 3.0891223419242544, "train_patch": 2.3628567051189484, "train_lr": 0.0007732289098568807, "train_wd": 0.3122344432651241, "train_acc": 0.7307255560596752, "train_nmi": 0.7295904013654356, "train_ari": 0.32699751129845733, "train_fscore": 0.3408174972902566, "train_adjacc": -1, "epoch": 268}
{"train_loss": 5.450068609435297, "train_cls": 3.084646504027146, "train_patch": 2.3654221062886918, "train_lr": 0.0007626412729208771, "train_wd": 0.3134455952052175, "train_acc": 0.7326893085054003, "train_nmi": 0.7302263819209781, "train_ari": 0.3277336553296189, "train_fscore": 0.34151623618548144, "train_adjacc": -1, "epoch": 269}
{"train_loss": 5.441988719372604, "train_cls": 3.078480875695421, "train_patch": 2.363507843132849, "train_lr": 0.0007521023074374588, "train_wd": 0.31465098298083055, "train_acc": 0.7332522767767803, "train_nmi": 0.7305535034383546, "train_ari": 0.32802645862801844, "train_fscore": 0.3418452358830026, "train_adjacc": -1, "epoch": 270}
{"train_loss": 5.439371816731895, "train_cls": 3.0727521155650916, "train_patch": 2.366619701507013, "train_lr": 0.0007416126972649924, "train_wd": 0.31585053223796716, "train_acc": 0.7338691214031985, "train_nmi": 0.7307032159896161, "train_ari": 0.32803458509351907, "train_fscore": 0.341919150211803, "train_adjacc": -1, "epoch": 271}
{"train_loss": 5.424476132617341, "train_cls": 3.067340065987559, "train_patch": 2.3571360649487487, "train_lr": 0.0007311731230592501, "train_wd": 0.31704416898277954, "train_acc": 0.735441684866989, "train_nmi": 0.7309207230953906, "train_ari": 0.3280062084917425, "train_fscore": 0.3419248871985741, "train_adjacc": -1, "epoch": 272}
{"train_loss": 5.436354722046192, "train_cls": 3.0627455293307726, "train_patch": 2.373609192575334, "train_lr": 0.0007207842622292397, "train_wd": 0.31823181958613006, "train_acc": 0.7356322040296581, "train_nmi": 0.7313683411252001, "train_ari": 0.32777796378140606, "train_fscore": 0.3418088336265034, "train_adjacc": -1, "epoch": 273}
{"train_loss": 5.428049117686958, "train_cls": 3.0551825775803656, "train_patch": 2.3728665397503734, "train_lr": 0.0007104467888932569, "train_wd": 0.319413410788135, "train_acc": 0.7375506690007655, "train_nmi": 0.7317180131495101, "train_ari": 0.3283889226265219, "train_fscore": 0.3423836524765136, "train_adjacc": -1, "epoch": 274}
{"train_loss": 5.428731883129316, "train_cls": 3.049113397624843, "train_patch": 2.3796184867012093, "train_lr": 0.0007001613738351281, "train_wd": 0.32058886970268413, "train_acc": 0.7386383457495069, "train_nmi": 0.7321085065920991, "train_ari": 0.3291383473409965, "train_fscore": 0.34310287546403145, "train_adjacc": -1, "epoch": 275}
{"train_loss": 5.4239198024670605, "train_cls": 3.0437118510245122, "train_patch": 2.3802079508862057, "train_lr": 0.0006899286844606993, "train_wd": 0.32175812382193364, "train_acc": 0.739406668736414, "train_nmi": 0.7323579329026104, "train_ari": 0.3297639213440424, "train_fscore": 0.34367068258241285, "train_adjacc": -1, "epoch": 276}
{"train_loss": 5.412230123091602, "train_cls": 3.038510253200152, "train_patch": 2.373719868734739, "train_lr": 0.0006797493847545193, "train_wd": 0.32292110102078203, "train_acc": 0.7396128041719257, "train_nmi": 0.732726189257654, "train_ari": 0.33033682253768926, "train_fscore": 0.34422468841627674, "train_adjacc": -1, "epoch": 277}
{"train_loss": 5.401233414072457, "train_cls": 3.030661392125461, "train_patch": 2.3705720212425625, "train_lr": 0.0006696241352367576, "train_wd": 0.3240777295613184, "train_acc": 0.741589830394333, "train_nmi": 0.733299123502225, "train_ari": 0.3312866433927494, "train_fscore": 0.34513738344646033, "train_adjacc": -1, "epoch": 278}
{"train_loss": 5.394171779302382, "train_cls": 3.0242934117482423, "train_patch": 2.369878367926368, "train_lr": 0.0006595535929203475, "train_wd": 0.3252279380972458, "train_acc": 0.7427954103656588, "train_nmi": 0.7334925168037537, "train_ari": 0.3315124771887085, "train_fscore": 0.3453351057737864, "train_adjacc": -1, "epoch": 279}
{"train_loss": 5.389939575074599, "train_cls": 3.01981338570027, "train_patch": 2.3701261898826407, "train_lr": 0.0006495384112683477, "train_wd": 0.32637165567828275, "train_acc": 0.7434583231866791, "train_nmi": 0.7338617258823081, "train_ari": 0.3317495293111248, "train_fscore": 0.3456136327362188, "train_adjacc": -1, "epoch": 280}
{"train_loss": 5.3674232341527235, "train_cls": 3.01324271463336, "train_patch": 2.354180519459326, "train_lr": 0.0006395792401515412, "train_wd": 0.32750881175454266, "train_acc": 0.7462192887168657, "train_nmi": 0.7340141557573249, "train_ari": 0.33156709403950035, "train_fscore": 0.3454853158025546, "train_adjacc": -1, "epoch": 281}
{"train_loss": 5.367426978238577, "train_cls": 3.0067109983517475, "train_patch": 2.3607159803471127, "train_lr": 0.0006296767258062718, "train_wd": 0.3286393361808816, "train_acc": 0.7458991541870172, "train_nmi": 0.7345623349926703, "train_ari": 0.33236961806898463, "train_fscore": 0.3462560109947996, "train_adjacc": -1, "epoch": 282}
{"train_loss": 5.361335595064576, "train_cls": 2.999405628930264, "train_patch": 2.3619299658301247, "train_lr": 0.0006198315107925022, "train_wd": 0.32976315922122756, "train_acc": 0.7472249797810286, "train_nmi": 0.7348943345786464, "train_ari": 0.33284932337346557, "train_fscore": 0.34678778292901236, "train_adjacc": -1, "epoch": 283}
{"train_loss": 5.353080607232246, "train_cls": 2.9940027354338654, "train_patch": 2.359077871422149, "train_lr": 0.0006100442339521281, "train_wd": 0.330880211552883, "train_acc": 0.7483071907694353, "train_nmi": 0.7352825518264768, "train_ari": 0.33335451636325236, "train_fscore": 0.3472416790370013, "train_adjacc": -1, "epoch": 284}
{"train_loss": 5.357765235312997, "train_cls": 2.988035866194696, "train_patch": 2.3697293671811104, "train_lr": 0.0006003155303675172, "train_wd": 0.3319904242707969, "train_acc": 0.7488990493785173, "train_nmi": 0.73553891366362, "train_ari": 0.3334939210446819, "train_fscore": 0.3474245023003876, "train_adjacc": -1, "epoch": 285}
{"train_loss": 5.334155831106753, "train_cls": 2.980468426172912, "train_patch": 2.353687404745726, "train_lr": 0.0005906460313203044, "train_wd": 0.3330937288918202, "train_acc": 0.7508323498544531, "train_nmi": 0.7359934029983817, "train_ari": 0.3339303130749571, "train_fscore": 0.34784926199296357, "train_adjacc": -1, "epoch": 286}
{"train_loss": 5.329280012746732, "train_cls": 2.974411754571492, "train_patch": 2.3548682587235774, "train_lr": 0.0005810363642504254, "train_wd": 0.3341900573589259, "train_acc": 0.7521558330963928, "train_nmi": 0.7361933122006223, "train_ari": 0.33438388853986306, "train_fscore": 0.3482715666720495, "train_adjacc": -1, "epoch": 287}
{"train_loss": 5.327614413516803, "train_cls": 2.9664494625717728, "train_patch": 2.3611649502686136, "train_lr": 0.0005714871527154049, "train_wd": 0.3352793420454106, "train_acc": 0.7530287854331429, "train_nmi": 0.7366999938594292, "train_ari": 0.3348132537955557, "train_fscore": 0.34867906691156414, "train_adjacc": -1, "epoch": 288}
{"train_loss": 5.332909586518931, "train_cls": 2.9591494197370607, "train_patch": 2.373760165965368, "train_lr": 0.0005619990163498927, "train_wd": 0.33636151575906376, "train_acc": 0.7549144561784484, "train_nmi": 0.7369825968345377, "train_ari": 0.3350407024602087, "train_fscore": 0.3489346981175948, "train_adjacc": -1, "epoch": 289}
{"train_loss": 5.306765510947545, "train_cls": 2.953105121470734, "train_patch": 2.3536603885682528, "train_lr": 0.0005525725708254653, "train_wd": 0.3374365117463133, "train_acc": 0.7560419544973842, "train_nmi": 0.7374829553277055, "train_ari": 0.3355489458057001, "train_fscore": 0.34945453833146, "train_adjacc": -1, "epoch": 290}
{"train_loss": 5.300178625564117, "train_cls": 2.9478492694150176, "train_patch": 2.3523293568655395, "train_lr": 0.0005432084278106595, "train_wd": 0.3385042636963434, "train_acc": 0.7570093856234401, "train_nmi": 0.7378683768252885, "train_ari": 0.33606614616520963, "train_fscore": 0.3499843084455205, "train_adjacc": -1, "epoch": 291}
{"train_loss": 5.2980418141381955, "train_cls": 2.9399288314950747, "train_patch": 2.358112980457778, "train_lr": 0.0005339071949312994, "train_wd": 0.3395647057451832, "train_acc": 0.7578714064395207, "train_nmi": 0.7381521172486437, "train_ari": 0.3362888331128363, "train_fscore": 0.3502412581856358, "train_adjacc": -1, "epoch": 292}
{"train_loss": 5.29202937523492, "train_cls": 2.9328964982555017, "train_patch": 2.359132878004048, "train_lr": 0.0005246694757310562, "train_wd": 0.34061777247977293, "train_acc": 0.7590074937829656, "train_nmi": 0.7383928073699229, "train_ari": 0.33689295541278175, "train_fscore": 0.35077872061017307, "train_adjacc": -1, "epoch": 293}
{"train_loss": 5.278425559733717, "train_cls": 2.9240646200685325, "train_patch": 2.354360940957979, "train_lr": 0.0005154958696322885, "train_wd": 0.3416633989419956, "train_acc": 0.7612827917820595, "train_nmi": 0.739177502043032, "train_ari": 0.33769809435512305, "train_fscore": 0.3516118954950692, "train_adjacc": -1, "epoch": 294}
{"train_loss": 5.277699385147533, "train_cls": 2.9165910562936124, "train_patch": 2.3611083287698684, "train_lr": 0.000506386971897154, "train_wd": 0.3427015206326858, "train_acc": 0.7623860847075844, "train_nmi": 0.7393704382375791, "train_ari": 0.337795632813538, "train_fscore": 0.35170709646277143, "train_adjacc": -1, "epoch": 295}
{"train_loss": 5.264558378612038, "train_cls": 2.9101508021666866, "train_patch": 2.3544075757209058, "train_lr": 0.0004973433735889699, "train_wd": 0.34373207351560686, "train_acc": 0.7634089537247066, "train_nmi": 0.7397005325298278, "train_ari": 0.3383701786183718, "train_fscore": 0.35226146979121853, "train_adjacc": -1, "epoch": 296}
{"train_loss": 5.252962597893221, "train_cls": 2.900660212869898, "train_patch": 2.352302385627695, "train_lr": 0.0004883656615338726, "train_wd": 0.34475499402140364, "train_acc": 0.7652587068359473, "train_nmi": 0.7402438272238712, "train_ari": 0.3387326969124414, "train_fscore": 0.35268736249679256, "train_adjacc": -1, "epoch": 297}
{"train_loss": 5.255405209060001, "train_cls": 2.8954307499661613, "train_patch": 2.359974459333987, "train_lr": 0.00047945441828272956, "train_wd": 0.3457702190515219, "train_acc": 0.7664697524235193, "train_nmi": 0.740541587930666, "train_ari": 0.33874849395317586, "train_fscore": 0.3527526479325742, "train_adjacc": -1, "epoch": 298}
{"train_loss": 5.249806293093514, "train_cls": 2.886706353730807, "train_patch": 2.363099940547436, "train_lr": 0.000470610222073346, "train_wd": 0.34677768598209735, "train_acc": 0.7683218481750088, "train_nmi": 0.7410220139531336, "train_ari": 0.33949801595651163, "train_fscore": 0.35344320211686525, "train_adjacc": -1, "epoch": 299}
{"train_loss": 5.227061722168448, "train_cls": 2.8794217942192, "train_patch": 2.3476399279172275, "train_lr": 0.00046183364679294075, "train_wd": 0.3477773326678251, "train_acc": 0.7697429332783104, "train_nmi": 0.7414730577159011, "train_ari": 0.34025250648971483, "train_fscore": 0.35412208456815525, "train_adjacc": -1, "epoch": 300}
{"train_loss": 5.227954179784991, "train_cls": 2.8717785297447462, "train_patch": 2.356175650952806, "train_lr": 0.00045312526194090573, "train_wd": 0.348769097445789, "train_acc": 0.7702598331629702, "train_nmi": 0.7420565470339243, "train_ari": 0.34079972001520964, "train_fscore": 0.3547405531548582, "train_adjacc": -1, "epoch": 301}
{"train_loss": 5.21174764914952, "train_cls": 2.8636836571668445, "train_patch": 2.348063992466973, "train_lr": 0.0004444856325918529, "train_wd": 0.34975291913926665, "train_acc": 0.7722962009724257, "train_nmi": 0.7421404006557658, "train_ari": 0.3408500224594639, "train_fscore": 0.3547380507507992, "train_adjacc": -1, "epoch": 302}
{"train_loss": 5.199053373663072, "train_cls": 2.8542895845962795, "train_patch": 2.344763789983357, "train_lr": 0.00043591531935895187, "train_wd": 0.35072873706149965, "train_acc": 0.7738570522435916, "train_nmi": 0.7426033664687177, "train_ari": 0.34173347005462346, "train_fscore": 0.3556055101279526, "train_adjacc": -1, "epoch": 303}
{"train_loss": 5.200419299558642, "train_cls": 2.846819191018388, "train_patch": 2.3536001094368046, "train_lr": 0.0004274148783575458, "train_wd": 0.3516964910194446, "train_acc": 0.7755787516677697, "train_nmi": 0.7430079219602623, "train_ari": 0.34227188073139136, "train_fscore": 0.3561384043818856, "train_adjacc": -1, "epoch": 304}
{"train_loss": 5.189916238024643, "train_cls": 2.839468973964701, "train_patch": 2.3504472637797695, "train_lr": 0.00041898486116906966, "train_wd": 0.35265612131747687, "train_acc": 0.7762096508388842, "train_nmi": 0.7435324061825483, "train_ari": 0.3428527612664691, "train_fscore": 0.3566897316957356, "train_adjacc": -1, "epoch": 305}
{"train_loss": 5.195730093535383, "train_cls": 2.8313646910013195, "train_patch": 2.3643654031504426, "train_lr": 0.0004106258148052577, "train_wd": 0.3536075687610811, "train_acc": 0.7770037404670531, "train_nmi": 0.7436731328952324, "train_ari": 0.3428354473984453, "train_fscore": 0.3567086235345058, "train_adjacc": -1, "epoch": 306}
{"train_loss": 5.168122504711984, "train_cls": 2.8222497214465383, "train_patch": 2.3458727819606433, "train_lr": 0.0004023382816726501, "train_wd": 0.35455077466049534, "train_acc": 0.7796694450470635, "train_nmi": 0.7441089026413554, "train_ari": 0.3433134225546553, "train_fscore": 0.357179463916972, "train_adjacc": -1, "epoch": 307}
{"train_loss": 5.175059526486324, "train_cls": 2.8127057597445377, "train_patch": 2.362353767246096, "train_lr": 0.0003941227995373949, "train_wd": 0.3554856808343385, "train_acc": 0.7805213150144296, "train_nmi": 0.744584049937496, "train_ari": 0.343692347854401, "train_fscore": 0.3576199602909561, "train_adjacc": -1, "epoch": 308}
{"train_loss": 5.166204201072063, "train_cls": 2.8061451307674776, "train_patch": 2.3600590693600036, "train_lr": 0.00038597990149035486, "train_wd": 0.3564122296131919, "train_acc": 0.7813138433467179, "train_nmi": 0.7447803671854326, "train_ari": 0.34365180469265827, "train_fscore": 0.35761036337474844, "train_adjacc": -1, "epoch": 309}
{"train_loss": 5.15342717058006, "train_cls": 2.796260259122961, "train_patch": 2.3571669121295127, "train_lr": 0.000377910115912516, "train_wd": 0.357330363843165, "train_acc": 0.7828426814002437, "train_nmi": 0.7451472654098278, "train_ari": 0.34382680672758387, "train_fscore": 0.3578107823590696, "train_adjacc": -1, "epoch": 310}
{"train_loss": 5.158115604584684, "train_cls": 2.788525429122268, "train_patch": 2.369590177391602, "train_lr": 0.0003699139664406967, "train_wd": 0.3582400268894119, "train_acc": 0.784757240466011, "train_nmi": 0.7457975473316196, "train_ari": 0.34468520819483295, "train_fscore": 0.35867698789202873, "train_adjacc": -1, "epoch": 311}
{"train_loss": 5.1462389969422295, "train_cls": 2.7797780186858447, "train_patch": 2.36646097826439, "train_lr": 0.00036199197193358, "train_wd": 0.3591411626396324, "train_acc": 0.7866850743651101, "train_nmi": 0.7460261329327676, "train_ari": 0.3446973528097392, "train_fscore": 0.35869529202322115, "train_adjacc": -1, "epoch": 312}
{"train_loss": 5.159222551844884, "train_cls": 2.7725690084697416, "train_patch": 2.386653541678099, "train_lr": 0.0003541446464380376, "train_wd": 0.36003371550752705, "train_acc": 0.7867170881591047, "train_nmi": 0.7465716885602715, "train_ari": 0.3456967555398319, "train_fscore": 0.35962384349842175, "train_adjacc": -1, "epoch": 313}
{"train_loss": 5.158992159352199, "train_cls": 2.7610823160861404, "train_patch": 2.397909843438164, "train_lr": 0.00034637249915577293, "train_wd": 0.36091763043623154, "train_acc": 0.7881233361245739, "train_nmi": 0.7465585988292129, "train_ari": 0.3458320176679739, "train_fscore": 0.35971467835109816, "train_adjacc": -1, "epoch": 314}
{"train_loss": 5.135954296351952, "train_cls": 2.75254602879566, "train_patch": 2.3834082681406517, "train_lr": 0.0003386760344102869, "train_wd": 0.36179285290171, "train_acc": 0.7899215547525528, "train_nmi": 0.7471051304778255, "train_ari": 0.3463440783011036, "train_fscore": 0.36024225379695407, "train_adjacc": -1, "epoch": 315}
{"train_loss": 5.139922527681907, "train_cls": 2.7423401533068428, "train_patch": 2.3975823734825155, "train_lr": 0.00033105575161414654, "train_wd": 0.362659328916117, "train_acc": 0.7918267433053539, "train_nmi": 0.7474568107775175, "train_ari": 0.34668547827342777, "train_fscore": 0.36058131118304504, "train_adjacc": -1, "epoch": 316}
{"train_loss": 5.132752036307084, "train_cls": 2.7321537808084115, "train_patch": 2.400598257335802, "train_lr": 0.00032351214523658234, "train_wd": 0.3635170050311319, "train_acc": 0.7941957373565286, "train_nmi": 0.7478929824498718, "train_ari": 0.34736030288383624, "train_fscore": 0.3612640215265971, "train_adjacc": -1, "epoch": 317}
{"train_loss": 5.115307541606633, "train_cls": 2.7230393156797503, "train_patch": 2.392268226547264, "train_lr": 0.00031604570477140203, "train_wd": 0.3643658283412499, "train_acc": 0.795578561417044, "train_nmi": 0.7484413171616912, "train_ari": 0.3478104591410214, "train_fscore": 0.36172531519130346, "train_adjacc": -1, "epoch": 318}
{"train_loss": 5.121385208163695, "train_cls": 2.7153449630204176, "train_patch": 2.4060402466241886, "train_lr": 0.0003086569147052271, "train_wd": 0.36520574648705223, "train_acc": 0.7968442626867824, "train_nmi": 0.7485764692579565, "train_ari": 0.3479433688724873, "train_fscore": 0.36184963956527394, "train_adjacc": -1, "epoch": 319}
{"train_loss": 5.10701093346625, "train_cls": 2.704637608815834, "train_patch": 2.402373325322829, "train_lr": 0.00030134625448605687, "train_wd": 0.36603670765843194, "train_acc": 0.79872680747826, "train_nmi": 0.7488038728114761, "train_ari": 0.34813589735393013, "train_fscore": 0.3620507317204004, "train_adjacc": -1, "epoch": 320}
{"train_loss": 5.102996166670415, "train_cls": 2.6955204279895693, "train_patch": 2.407475739157139, "train_lr": 0.00029411419849215587, "train_wd": 0.36685866059778777, "train_acc": 0.8003040531966881, "train_nmi": 0.7491589901261015, "train_ari": 0.3487140869267021, "train_fscore": 0.3625961813049025, "train_adjacc": -1, "epoch": 321}
{"train_loss": 5.086236268257922, "train_cls": 2.684222389277738, "train_patch": 2.4020138787000116, "train_lr": 0.00028696121600127364, "train_wd": 0.3676715546031933, "train_acc": 0.8021061734553789, "train_nmi": 0.7495750631127303, "train_ari": 0.34917792961070027, "train_fscore": 0.36308993631065417, "train_adjacc": -1, "epoch": 322}
{"train_loss": 5.089614708033615, "train_cls": 2.6749492320856225, "train_patch": 2.4146654773608605, "train_lr": 0.00027988777116019385, "train_wd": 0.368475339531514, "train_acc": 0.8029150972435496, "train_nmi": 0.7498518286059961, "train_ari": 0.3493723915181185, "train_fscore": 0.3632695871815011, "train_adjacc": -1, "epoch": 323}
{"train_loss": 5.0625159248465526, "train_cls": 2.6630061670333314, "train_patch": 2.399509759033972, "train_lr": 0.0002728943229546155, "train_wd": 0.36926996580151167, "train_acc": 0.8061328358846168, "train_nmi": 0.7504427806797704, "train_ari": 0.3500379009612989, "train_fscore": 0.36395564401662706, "train_adjacc": -1, "epoch": 324}
{"train_loss": 5.083654816556355, "train_cls": 2.654146562988579, "train_patch": 2.4295082540560755, "train_lr": 0.0002659813251793702, "train_wd": 0.3700553843968956, "train_acc": 0.8070268693900128, "train_nmi": 0.75067471566511, "train_ari": 0.35052614642228974, "train_fscore": 0.3643939278296525, "train_adjacc": -1, "epoch": 325}
{"train_loss": 5.057116099192255, "train_cls": 2.6438525066103886, "train_patch": 2.413263592938086, "train_lr": 0.0002591492264089777, "train_wd": 0.3708315468693452, "train_acc": 0.8086033347726925, "train_nmi": 0.7508860118713028, "train_ari": 0.35057420250787985, "train_fscore": 0.3644513413066576, "train_adjacc": -1, "epoch": 326}
{"train_loss": 5.060612966705002, "train_cls": 2.6338675039175725, "train_patch": 2.4267454613585513, "train_lr": 0.0002523984699685352, "train_wd": 0.3715984053415039, "train_acc": 0.8102906748328259, "train_nmi": 0.7514070372224149, "train_ari": 0.3513280693145218, "train_fscore": 0.36520867325148987, "train_adjacc": -1, "epoch": 327}
{"train_loss": 5.043541247137702, "train_cls": 2.6235420064775012, "train_patch": 2.4199992415407414, "train_lr": 0.0002457294939049557, "train_wd": 0.3723559125099287, "train_acc": 0.8124168345180852, "train_nmi": 0.7516082136694162, "train_ari": 0.3513622802252597, "train_fscore": 0.3652511043956689, "train_adjacc": -1, "epoch": 328}
{"train_loss": 5.039476103034033, "train_cls": 2.6143779448930724, "train_patch": 2.425098159209618, "train_lr": 0.00023914273095853626, "train_wd": 0.3731040216480096, "train_acc": 0.8144453909010968, "train_nmi": 0.752019680166197, "train_ari": 0.35188333631323826, "train_fscore": 0.36575584154150226, "train_adjacc": -1, "epoch": 329}
{"train_loss": 5.02564595887458, "train_cls": 2.6028638411170206, "train_patch": 2.422782118818211, "train_lr": 0.00023263860853488832, "train_wd": 0.37384268660885117, "train_acc": 0.8152418218246879, "train_nmi": 0.7523382554063764, "train_ari": 0.3520691913156364, "train_fscore": 0.36595266817439714, "train_adjacc": -1, "epoch": 330}
{"train_loss": 5.022105071394475, "train_cls": 2.591834035033889, "train_patch": 2.430271036212495, "train_lr": 0.000226217548677193, "train_wd": 0.3745718618281186, "train_acc": 0.8174624611637844, "train_nmi": 0.7527460091853001, "train_ari": 0.3526833109830708, "train_fscore": 0.3665752011287573, "train_adjacc": -1, "epoch": 331}
{"train_loss": 4.986280686755094, "train_cls": 2.5795955604005814, "train_patch": 2.406685126682715, "train_lr": 0.0002198799680388241, "train_wd": 0.3752915023268499, "train_acc": 0.819689344773842, "train_nmi": 0.7527663595757917, "train_ari": 0.3525527312661493, "train_fscore": 0.36642903518871667, "train_adjacc": -1, "epoch": 332}
{"train_loss": 5.002227683653922, "train_cls": 2.5687787210248088, "train_patch": 2.4334489607839793, "train_lr": 0.00021362627785630577, "train_wd": 0.3760015637142294, "train_acc": 0.8212790846056174, "train_nmi": 0.7532766567636406, "train_ari": 0.35339171049396834, "train_fscore": 0.3672450682476452, "train_adjacc": -1, "epoch": 333}
{"train_loss": 4.9752093727409985, "train_cls": 2.5580438774278207, "train_patch": 2.4171654947448284, "train_lr": 0.00020745688392263337, "train_wd": 0.3767020021903263, "train_acc": 0.8226783056589598, "train_nmi": 0.7536700572476318, "train_ari": 0.35369287723429704, "train_fscore": 0.36756076520778497, "train_adjacc": -1, "epoch": 334}
{"train_loss": 4.977778868740232, "train_cls": 2.5460542500251218, "train_patch": 2.4317246190713293, "train_lr": 0.00020137218656093706, "train_wd": 0.3773927745487948, "train_acc": 0.8252143940552888, "train_nmi": 0.7539477492657145, "train_ari": 0.353818759368293, "train_fscore": 0.36771636467668833, "train_adjacc": -1, "epoch": 335}
{"train_loss": 4.9493792623225445, "train_cls": 2.534519405149498, "train_patch": 2.414859856020338, "train_lr": 0.0001953725805985103, "train_wd": 0.37807383817954415, "train_acc": 0.8268127240642821, "train_nmi": 0.7545084091567447, "train_ari": 0.3544018364486202, "train_fscore": 0.3683199451151661, "train_adjacc": -1, "epoch": 336}
{"train_loss": 4.947398642250648, "train_cls": 2.5232870667140204, "train_patch": 2.424111575432564, "train_lr": 0.0001894584553411845, "train_wd": 0.37874515107135964, "train_acc": 0.8280073714102593, "train_nmi": 0.7544877784404683, "train_ari": 0.3545259442278923, "train_fscore": 0.3684102768052146, "train_adjacc": -1, "epoch": 337}
{"train_loss": 4.939980797531654, "train_cls": 2.512287567431428, "train_patch": 2.427693228779414, "train_lr": 0.0001836301945480736, "train_wd": 0.37940667181450194, "train_acc": 0.8292715123447078, "train_nmi": 0.7548740595835848, "train_ari": 0.354889089989226, "train_fscore": 0.3687590679160061, "train_adjacc": -1, "epoch": 338}
{"train_loss": 4.934468953144541, "train_cls": 2.5003459343715217, "train_patch": 2.434123017520249, "train_lr": 0.0001778881764066679, "train_wd": 0.380058359603253, "train_acc": 0.8319754763825299, "train_nmi": 0.7550836163587019, "train_ari": 0.355107199642543, "train_fscore": 0.36898699174832167, "train_adjacc": -1, "epoch": 339}
{"train_loss": 4.928153494937811, "train_cls": 2.4880489009044005, "train_patch": 2.440104594421649, "train_lr": 0.0001722327735082961, "train_wd": 0.38070017423844255, "train_acc": 0.834406155765681, "train_nmi": 0.7554615706711978, "train_ari": 0.3553606507501087, "train_fscore": 0.3692817904905409, "train_adjacc": -1, "epoch": 340}
{"train_loss": 4.893766076229222, "train_cls": 2.475277893591433, "train_patch": 2.4184881815090957, "train_lr": 0.00016666435282394773, "train_wd": 0.3813320761299184, "train_acc": 0.8356234484099266, "train_nmi": 0.7557707024982829, "train_ari": 0.35585260183236433, "train_fscore": 0.36973970463864947, "train_adjacc": -1, "epoch": 341}
{"train_loss": 4.902589974442125, "train_cls": 2.4631901877903983, "train_patch": 2.439399785098772, "train_lr": 0.00016118327568046028, "train_wd": 0.38195402629899755, "train_acc": 0.8370031496865629, "train_nmi": 0.7557793787761939, "train_ari": 0.355895460309693, "train_fscore": 0.3697475677177416, "train_adjacc": -1, "epoch": 342}
{"train_loss": 4.8828670325504655, "train_cls": 2.4523020902012678, "train_patch": 2.4305649424692715, "train_lr": 0.00015578989773707626, "train_wd": 0.382565986380862, "train_acc": 0.8397391289592654, "train_nmi": 0.7562352297756897, "train_ari": 0.35620947555993493, "train_fscore": 0.37010286725758845, "train_adjacc": -1, "epoch": 343}
{"train_loss": 4.854434843541088, "train_cls": 2.438943232227294, "train_patch": 2.415491610781467, "train_lr": 0.00015048456896236078, "train_wd": 0.3831679186269331, "train_acc": 0.8416263611925695, "train_nmi": 0.7566593755792007, "train_ari": 0.3565309174692599, "train_fscore": 0.370431231829082, "train_adjacc": -1, "epoch": 344}
{"train_loss": 4.850030923014586, "train_cls": 2.4281682821449464, "train_patch": 2.4218626423385428, "train_lr": 0.00014526763361149522, "train_wd": 0.3837597859071935, "train_acc": 0.8436236882959038, "train_nmi": 0.7567093261014745, "train_ari": 0.35679494252501115, "train_fscore": 0.37066558478588335, "train_adjacc": -1, "epoch": 345}
{"train_loss": 4.839994403405309, "train_cls": 2.4148984194250156, "train_patch": 2.4250959847487654, "train_lr": 0.00014013943020393807, "train_wd": 0.38434155171248163, "train_acc": 0.8450588281840494, "train_nmi": 0.7569358645469699, "train_ari": 0.35690363471432385, "train_fscore": 0.37078115803799133, "train_adjacc": -1, "epoch": 346}
{"train_loss": 4.819003358399263, "train_cls": 2.4019612406182604, "train_patch": 2.4170421172566803, "train_lr": 0.0001351002915014599, "train_wd": 0.3849131801567427, "train_acc": 0.8484561588858328, "train_nmi": 0.7572008482784032, "train_ari": 0.35733223171107054, "train_fscore": 0.37119574347671525, "train_adjacc": -1, "epoch": 347}
{"train_loss": 4.832364663405666, "train_cls": 2.3906511830612756, "train_patch": 2.4417134792837376, "train_lr": 0.00013015054448654924, "train_wd": 0.385474635979241, "train_acc": 0.8489910176355545, "train_nmi": 0.7573246547330363, "train_ari": 0.35751458062867186, "train_fscore": 0.3713806372972941, "train_adjacc": -1, "epoch": 348}
{"train_loss": 4.803104759127166, "train_cls": 2.3773320468961634, "train_patch": 2.4257727138600043, "train_lr": 0.0001252905103411975, "train_wd": 0.38602588454673736, "train_acc": 0.8511843299020403, "train_nmi": 0.7576352323214155, "train_ari": 0.3576886735214991, "train_fscore": 0.37155597700599496, "train_adjacc": -1, "epoch": 349}
{"train_loss": 4.778416265747799, "train_cls": 2.365410372178592, "train_patch": 2.4130058931089233, "train_lr": 0.00012052050442605434, "train_wd": 0.3865668918556224, "train_acc": 0.8534588469890315, "train_nmi": 0.7578981265322206, "train_ari": 0.35814517118227057, "train_fscore": 0.37201382087699114, "train_adjacc": -1, "epoch": 350}
{"train_loss": 4.782057380375284, "train_cls": 2.3526600062318814, "train_patch": 2.429397373587061, "train_lr": 0.00011584083625996925, "train_wd": 0.3870976245340183, "train_acc": 0.8556654331282586, "train_nmi": 0.7582161485939718, "train_ari": 0.3582492379228244, "train_fscore": 0.37214105077368265, "train_adjacc": -1, "epoch": 351}
{"train_loss": 4.766096307534605, "train_cls": 2.338606060900068, "train_patch": 2.4274902464664336, "train_lr": 0.00011125180949990263, "train_wd": 0.3876180498438323, "train_acc": 0.8577517735967706, "train_nmi": 0.7584289160319826, "train_ari": 0.35856597896618175, "train_fscore": 0.37244349847976016, "train_adjacc": -1, "epoch": 352}
{"train_loss": 4.743853279588814, "train_cls": 2.326739830685629, "train_patch": 2.4171134491713495, "train_lr": 0.00010675372192122446, "train_wd": 0.3881281356827803, "train_acc": 0.8592493787684045, "train_nmi": 0.7586316810079249, "train_ari": 0.35883683875989325, "train_fscore": 0.372722655362048, "train_adjacc": -1, "epoch": 353}
{"train_loss": 4.731231238375804, "train_cls": 2.313923849466825, "train_patch": 2.417307387187921, "train_lr": 0.0001023468653983921, "train_wd": 0.3886278505863654, "train_acc": 0.8609781054889455, "train_nmi": 0.7586221008347377, "train_ari": 0.3587858043937584, "train_fscore": 0.372660952303326, "train_adjacc": -1, "epoch": 354}
{"train_loss": 4.724060920859869, "train_cls": 2.3006119396444484, "train_patch": 2.4234489806790904, "train_lr": 9.80315258860102e-05, "train_wd": 0.3891171637298189, "train_acc": 0.8637421942833063, "train_nmi": 0.7590375704904659, "train_ari": 0.35917838186387907, "train_fscore": 0.3730716754692975, "train_adjacc": -1, "epoch": 355}
{"train_loss": 4.70304939586278, "train_cls": 2.2876718074339486, "train_patch": 2.41537758828074, "train_lr": 9.380798340027475e-05, "train_wd": 0.38959604493000016, "train_acc": 0.8651484439778385, "train_nmi": 0.7591213298462077, "train_ari": 0.35922059002804985, "train_fscore": 0.3731104428711887, "train_adjacc": -1, "epoch": 356}
{"train_loss": 4.695511191907251, "train_cls": 2.274091764428012, "train_patch": 2.4214194278234507, "train_lr": 8.96765120008059e-05, "train_wd": 0.3900644646472611, "train_acc": 0.8672043326206499, "train_nmi": 0.7595082433888821, "train_ari": 0.35966168600660986, "train_fscore": 0.37355637944972403, "train_adjacc": -1, "epoch": 357}
{"train_loss": 4.673505624087306, "train_cls": 2.261530506792582, "train_patch": 2.4119751155056237, "train_lr": 8.563737977286183e-05, "train_wd": 0.3905223939872676, "train_acc": 0.8689744425915019, "train_nmi": 0.7596324350441478, "train_ari": 0.35981690796847915, "train_fscore": 0.3736904484635047, "train_adjacc": -1, "epoch": 358}
{"train_loss": 4.65404735980673, "train_cls": 2.2480691085851485, "train_patch": 2.4059782535149914, "train_lr": 8.169084880994446e-05, "train_wd": 0.39096980470278075, "train_acc": 0.870681306462822, "train_nmi": 0.7597504293224838, "train_ari": 0.36000715135975236, "train_fscore": 0.37388521949936226, "train_adjacc": -1, "epoch": 359}
{"train_loss": 4.636938078530591, "train_cls": 2.2344046678196956, "train_patch": 2.4025334104347253, "train_lr": 7.783717519679256e-05, "train_wd": 0.39140666919540124, "train_acc": 0.8727824824361624, "train_nmi": 0.7597572716494655, "train_ari": 0.36011250948655876, "train_fscore": 0.37397268459066835, "train_adjacc": -1, "epoch": 360}
{"train_loss": 4.625868870915503, "train_cls": 2.2218218623247, "train_patch": 2.4040470063614325, "train_lr": 7.407660899276412e-05, "train_wd": 0.391832960517267, "train_acc": 0.8753646410923634, "train_nmi": 0.7599431407490395, "train_ari": 0.3601632659774543, "train_fscore": 0.3740665049216358, "train_adjacc": -1, "epoch": 361}
{"train_loss": 4.607149709337282, "train_cls": 2.2097822776484035, "train_patch": 2.3973674315047653, "train_lr": 7.040939421561127e-05, "train_wd": 0.39224865237272255, "train_acc": 0.8769247115474857, "train_nmi": 0.760204776183151, "train_ari": 0.36036076080478197, "train_fscore": 0.37426752231834887, "train_adjacc": -1, "epoch": 362}
{"train_loss": 4.609283850345437, "train_cls": 2.196879049298298, "train_patch": 2.412404798729715, "train_lr": 6.68357688256453e-05, "train_wd": 0.39265371911993585, "train_acc": 0.8780935931647621, "train_nmi": 0.7604315438696758, "train_ari": 0.3607497360885418, "train_fscore": 0.374633638145432, "train_adjacc": -1, "epoch": 363}
{"train_loss": 4.59953128879281, "train_cls": 2.1848630073199886, "train_patch": 2.4146682830778077, "train_lr": 6.335596471029679e-05, "train_wd": 0.3930481357724833, "train_acc": 0.8798090460125618, "train_nmi": 0.7603793501127055, "train_ari": 0.3608078796329286, "train_fscore": 0.3746811135159528, "train_adjacc": -1, "epoch": 364}
{"train_loss": 4.569882238828589, "train_cls": 2.171208942229473, "train_patch": 2.3986732949861236, "train_lr": 5.9970207669068096e-05, "train_wd": 0.3934318780008867, "train_acc": 0.8822241100354313, "train_nmi": 0.7607510925031591, "train_ari": 0.360996923657728, "train_fscore": 0.3749063967337464, "train_adjacc": -1, "epoch": 365}
{"train_loss": 4.564852097975513, "train_cls": 2.159125164403347, "train_patch": 2.4057269343126215, "train_lr": 5.667871739888113e-05, "train_wd": 0.39380492213411733, "train_acc": 0.8840410689688997, "train_nmi": 0.7605284372659491, "train_ari": 0.3607613181626411, "train_fscore": 0.37468277062014477, "train_adjacc": -1, "epoch": 366}
{"train_loss": 4.541345235555684, "train_cls": 2.1456154345977763, "train_patch": 2.3957297999692995, "train_lr": 5.348170747982318e-05, "train_wd": 0.39416724516105567, "train_acc": 0.8854363872388215, "train_nmi": 0.7607661832776225, "train_ari": 0.3609269149032558, "train_fscore": 0.37483990314276583, "train_adjacc": -1, "epoch": 367}
{"train_loss": 4.53362953701296, "train_cls": 2.134648633489934, "train_patch": 2.3989809025144053, "train_lr": 5.0379385361286243e-05, "train_wd": 0.3945188247319131, "train_acc": 0.8875071113864613, "train_nmi": 0.760894700933288, "train_ari": 0.3610759700155365, "train_fscore": 0.37498972273736264, "train_adjacc": -1, "epoch": 368}
{"train_loss": 4.5164813453027906, "train_cls": 2.1216568516053536, "train_patch": 2.3948244929609843, "train_lr": 4.737195234850677e-05, "train_wd": 0.3948596391596036, "train_acc": 0.8891983589369092, "train_nmi": 0.7612570144675453, "train_ari": 0.3615575269792011, "train_fscore": 0.37546221708256783, "train_adjacc": -1, "epoch": 369}
{"train_loss": 4.512912512738122, "train_cls": 2.1092383676187794, "train_patch": 2.403674145535599, "train_lr": 4.445960358950313e-05, "train_wd": 0.39518966742108813, "train_acc": 0.890765456736424, "train_nmi": 0.7613218808026949, "train_ari": 0.3614757827389247, "train_fscore": 0.37540225345907396, "train_adjacc": -1, "epoch": 370}
{"train_loss": 4.491748388731573, "train_cls": 2.0976476530866406, "train_patch": 2.394100733875844, "train_lr": 4.164252806241273e-05, "train_wd": 0.39550888915866916, "train_acc": 0.8921428162373428, "train_nmi": 0.7612811155936806, "train_ari": 0.3615475819775973, "train_fscore": 0.3754549114933409, "train_adjacc": -1, "epoch": 371}
{"train_loss": 4.491059191751122, "train_cls": 2.086033908443652, "train_patch": 2.40502528223481, "train_lr": 3.8920908563229514e-05, "train_wd": 0.39581728468124633, "train_acc": 0.8940003775570491, "train_nmi": 0.761414604266788, "train_ari": 0.361618432348968, "train_fscore": 0.37554540468424424, "train_adjacc": -1, "epoch": 372}
{"train_loss": 4.4715983031130975, "train_cls": 2.075437585877021, "train_patch": 2.396160715491004, "train_lr": 3.629492169394269e-05, "train_wd": 0.39611483496552974, "train_acc": 0.8955401467470081, "train_nmi": 0.7615057753435222, "train_ari": 0.36172471984915827, "train_fscore": 0.3756442429011225, "train_adjacc": -1, "epoch": 373}
{"train_loss": 4.467890499557439, "train_cls": 2.062889443148601, "train_patch": 2.405001055564318, "train_lr": 3.37647378510767e-05, "train_wd": 0.3964015216572188, "train_acc": 0.8970885050575355, "train_nmi": 0.761588236580332, "train_ari": 0.3617813188283879, "train_fscore": 0.37571523860927847, "train_adjacc": -1, "epoch": 374}
{"train_loss": 4.443723792626978, "train_cls": 2.0531827131731037, "train_patch": 2.390541077084417, "train_lr": 3.133052121463539e-05, "train_wd": 0.39667732707212694, "train_acc": 0.8987446158379917, "train_nmi": 0.7616558393361218, "train_ari": 0.36192081895371403, "train_fscore": 0.3758388266519015, "train_adjacc": -1, "epoch": 375}
{"train_loss": 4.425855219228082, "train_cls": 2.042785708558614, "train_patch": 2.383069508159926, "train_lr": 2.899242973744804e-05, "train_wd": 0.3969422341972758, "train_acc": 0.8999931406917157, "train_nmi": 0.7616094655101074, "train_ari": 0.3620072756780737, "train_fscore": 0.3759156097590462, "train_adjacc": -1, "epoch": 376}
{"train_loss": 4.425945364873383, "train_cls": 2.0325078627226207, "train_patch": 2.3934375014223144, "train_lr": 2.6750615134919757e-05, "train_wd": 0.39719622669194804, "train_acc": 0.9007606827184906, "train_nmi": 0.7618386429510468, "train_ari": 0.3621708270604093, "train_fscore": 0.3760876876702124, "train_adjacc": -1, "epoch": 377}
{"train_loss": 4.406082852758325, "train_cls": 2.0218848719724622, "train_patch": 2.38419797803217, "train_lr": 2.460522287518768e-05, "train_wd": 0.39743928888868885, "train_acc": 0.9024128895628174, "train_nmi": 0.7619240215559989, "train_ari": 0.36227862343385353, "train_fscore": 0.37619190892054954, "train_adjacc": -1, "epoch": 378}
{"train_loss": 4.406288360664033, "train_cls": 2.0122820301311104, "train_patch": 2.3940063286717783, "train_lr": 2.2556392169680958e-05, "train_wd": 0.39767140579427684, "train_acc": 0.9037715093826306, "train_nmi": 0.7618329087649895, "train_ari": 0.36204012992291174, "train_fscore": 0.3759742959914308, "train_adjacc": -1, "epoch": 379}
{"train_loss": 4.380316951143271, "train_cls": 2.0034501876100688, "train_patch": 2.3768667629808626, "train_lr": 2.0604255964087973e-05, "train_wd": 0.39789256309064863, "train_acc": 0.9046327491905495, "train_nmi": 0.7619323751301523, "train_ari": 0.3623717429279426, "train_fscore": 0.37627130728419, "train_adjacc": -1, "epoch": 380}
{"train_loss": 4.371372169587614, "train_cls": 1.993681386097157, "train_patch": 2.377690781189042, "train_lr": 1.874894092972967e-05, "train_wd": 0.39810274713577937, "train_acc": 0.9064161330821724, "train_nmi": 0.7618774803640184, "train_ari": 0.36209543178858333, "train_fscore": 0.37603032431618927, "train_adjacc": -1, "epoch": 381}
{"train_loss": 4.359556907003937, "train_cls": 1.9848666809441229, "train_patch": 2.3746902230899885, "train_lr": 1.6990567455339718e-05, "train_wd": 0.39830194496452975, "train_acc": 0.907237551415956, "train_nmi": 0.7620933253668474, "train_ari": 0.36231381806962637, "train_fscore": 0.37625995198132456, "train_adjacc": -1, "epoch": 382}
{"train_loss": 4.366154708834768, "train_cls": 1.977586564179905, "train_patch": 2.388568142901785, "train_lr": 1.5329249639253112e-05, "train_wd": 0.3984901442894362, "train_acc": 0.9081183113848174, "train_nmi": 0.7621159402559526, "train_ari": 0.3623682284152128, "train_fscore": 0.3763051764991213, "train_adjacc": -1, "epoch": 383}
{"train_loss": 4.355454113561557, "train_cls": 1.969574015998821, "train_patch": 2.3858800956135373, "train_lr": 1.3765095282002224e-05, "train_wd": 0.3986673335014792, "train_acc": 0.9090474825727661, "train_nmi": 0.762168049367215, "train_ari": 0.362326208382331, "train_fscore": 0.3762799078816719, "train_adjacc": -1, "epoch": 384}
{"train_loss": 4.341123634381478, "train_cls": 1.9624952447652946, "train_patch": 2.3786283878751124, "train_lr": 1.22982058793217e-05, "train_wd": 0.39883350167079407, "train_acc": 0.9102546236958838, "train_nmi": 0.7620629196566798, "train_ari": 0.3623234605627777, "train_fscore": 0.3762534952984186, "train_adjacc": -1, "epoch": 385}
{"train_loss": 4.321965980211189, "train_cls": 1.9552873156498491, "train_patch": 2.366678660710973, "train_lr": 1.092867661556274e-05, "train_wd": 0.39898863854734534, "train_acc": 0.9110081111779624, "train_nmi": 0.7620908587724603, "train_ari": 0.36238930333732144, "train_fscore": 0.3763093973149936, "train_adjacc": -1, "epoch": 386}
{"train_loss": 4.332262314009532, "train_cls": 1.9478985774614719, "train_patch": 2.3843637353193046, "train_lr": 9.656596357516712e-06, "train_wd": 0.3991327345615585, "train_acc": 0.9119661718871112, "train_nmi": 0.7621662203229783, "train_ari": 0.36237459095667657, "train_fscore": 0.37633019630643616, "train_adjacc": -1, "epoch": 387}
{"train_loss": 4.308122900290864, "train_cls": 1.9421236241517001, "train_patch": 2.3659992744461236, "train_lr": 8.482047648648581e-06, "train_wd": 0.3992657808249134, "train_acc": 0.9124385663139349, "train_nmi": 0.7621902029726787, "train_ari": 0.3625933362507241, "train_fscore": 0.3765290321777502, "train_adjacc": -1, "epoch": 388}
{"train_loss": 4.298223887636493, "train_cls": 1.9365713914499596, "train_patch": 2.361652493717015, "train_lr": 7.405106703740835e-06, "train_wd": 0.39938776913049023, "train_acc": 0.9133646127487939, "train_nmi": 0.7621612404652738, "train_ari": 0.3625284598308989, "train_fscore": 0.376460685844629, "train_adjacc": -1, "epoch": 389}
{"train_loss": 4.31095657607512, "train_cls": 1.9338044439460718, "train_patch": 2.3771521294233846, "train_lr": 6.4258434039481e-06, "train_wd": 0.3994986919534748, "train_acc": 0.9139439776287648, "train_nmi": 0.7621577760269089, "train_ari": 0.362421220142948, "train_fscore": 0.3763696931186231, "train_adjacc": -1, "epoch": 390}
{"train_loss": 4.299882912528537, "train_cls": 1.9262514719551942, "train_patch": 2.373631437399392, "train_lr": 5.5443212922625685e-06, "train_wd": 0.3995985424516252, "train_acc": 0.9148715869444787, "train_nmi": 0.7622482447262293, "train_ari": 0.3624867456930065, "train_fscore": 0.376439406609764, "train_adjacc": -1, "epoch": 391}
{"train_loss": 4.293770367112046, "train_cls": 1.9221963770417414, "train_patch": 2.3715739874807125, "train_lr": 4.7605975693907776e-06, "train_wd": 0.399687314465693, "train_acc": 0.9145561375990691, "train_nmi": 0.7622246921669327, "train_ari": 0.36255293186752635, "train_fscore": 0.3764980841282062, "train_adjacc": -1, "epoch": 392}
{"train_loss": 4.282677094878095, "train_cls": 1.9189369494063926, "train_patch": 2.3637401427580342, "train_lr": 4.074723090042008e-06, "train_wd": 0.39976500251980135, "train_acc": 0.9153580342829948, "train_nmi": 0.7622117685207189, "train_ari": 0.36240021536617606, "train_fscore": 0.376339033971458, "train_adjacc": -1, "epoch": 393}
{"train_loss": 4.2792309130227535, "train_cls": 1.9152910486804264, "train_patch": 2.3639398619728706, "train_lr": 3.4867423596283015e-06, "train_wd": 0.39983160182178623, "train_acc": 0.9167416399760557, "train_nmi": 0.7623070370888447, "train_ari": 0.36238436844776567, "train_fscore": 0.3763832932138939, "train_adjacc": -1, "epoch": 394}
{"train_loss": 4.276319991772193, "train_cls": 1.9122919404007177, "train_patch": 2.3640280488499257, "train_lr": 2.996693531376677e-06, "train_wd": 0.3998871082634869, "train_acc": 0.9170633359458733, "train_nmi": 0.7624197500292528, "train_ari": 0.3624195516710136, "train_fscore": 0.37642628915947446, "train_adjacc": -1, "epoch": 395}
{"train_loss": 4.278335603292739, "train_cls": 1.9106337183342486, "train_patch": 2.3677018832334293, "train_lr": 2.604608403853301e-06, "train_wd": 0.39993151842100794, "train_acc": 0.9167869263940238, "train_nmi": 0.7622996753695925, "train_ari": 0.36256243511163505, "train_fscore": 0.3764997064695854, "train_adjacc": -1, "epoch": 396}
{"train_loss": 4.2702889683151835, "train_cls": 1.9071277372064752, "train_patch": 2.363161227810681, "train_lr": 2.31051241890023e-06, "train_wd": 0.39996482955491797, "train_acc": 0.9169532408356955, "train_nmi": 0.762339524905085, "train_ari": 0.36259735314855246, "train_fscore": 0.37655647080066884, "train_adjacc": -1, "epoch": 397}
{"train_loss": 4.268838472738402, "train_cls": 1.906200062486551, "train_patch": 2.3626384077623204, "train_lr": 2.1144246599844816e-06, "train_wd": 0.39998703961043197, "train_acc": 0.9167720915616087, "train_nmi": 0.7621936671339319, "train_ari": 0.3624626142981175, "train_fscore": 0.3764033384471556, "train_adjacc": -1, "epoch": 398}
{"train_loss": 4.273492290981348, "train_cls": 1.90590245139205, "train_patch": 2.367589836887637, "train_lr": 2.0163578509597113e-06, "train_wd": 0.3999981472175271, "train_acc": 0.9169602686603832, "train_nmi": 0.7621632487935958, "train_ari": 0.36239940837390855, "train_fscore": 0.37635864743716296, "train_adjacc": -1, "epoch": 399}