{"train_loss": 9.09710912447539, "train_cls": 6.571652518595747, "train_patch": 2.5254566069246813, "train_lr": 9.992805180270203e-05, "train_wd": 0.040005783181492, "train_acc": 0.4161124225619504, "train_nmi": 0.04272494017488941, "train_ari": 0.000533552832753043, "train_fscore": 0.013321946682357543, "train_adjacc": -1, "epoch": 0}
{"train_loss": 6.247007756817827, "train_cls": 4.369490384397437, "train_patch": 1.877517373734366, "train_lr": 0.0002999440402909904, "train_wd": 0.04004050893346941, "train_acc": 0.5774653714528377, "train_nmi": 0.04859925625986994, "train_ari": 0.0007521598384519867, "train_fscore": 0.018655719278024188, "train_adjacc": -1, "epoch": 1}
{"train_loss": 5.632396391520707, "train_cls": 3.974860523181925, "train_patch": 1.6575358687664756, "train_lr": 0.0004999600287792788, "train_wd": 0.04010996883893754, "train_acc": 0.6008357376598721, "train_nmi": 0.059322338294343954, "train_ari": 0.0009246423151383517, "train_fscore": 0.019539855358338392, "train_adjacc": -1, "epoch": 2}
{"train_loss": 8.827061287029911, "train_cls": 6.04745202402113, "train_patch": 2.779609261520228, "train_lr": 0.0006999760172675668, "train_wd": 0.04021415192937216, "train_acc": 0.44986042416067146, "train_nmi": 0.08578980391603398, "train_ari": 0.0014132916273717593, "train_fscore": 0.01794123517211159, "train_adjacc": -1, "epoch": 3}
{"train_loss": 8.26469404379622, "train_cls": 5.893310939671276, "train_patch": 2.371383104777093, "train_lr": 0.0008999920057558546, "train_wd": 0.0403530417530556, "train_acc": 0.24080345098920863, "train_nmi": 0.17423384818286947, "train_ari": 0.004735551006342849, "train_fscore": 0.010386589320110799, "train_adjacc": -1, "epoch": 4}
{"train_loss": 7.1714510030681184, "train_cls": 5.189917237007266, "train_patch": 1.981533766211979, "train_lr": 0.0011000079942441441, "train_wd": 0.04052661637767442, "train_acc": 0.2404396795063949, "train_nmi": 0.24034924851059347, "train_ari": 0.009764641046353773, "train_fscore": 0.011961517997342238, "train_adjacc": -1, "epoch": 5}
{"train_loss": 6.568490822425039, "train_cls": 4.716906569668834, "train_patch": 1.8515842521785022, "train_lr": 0.0013000239827324327, "train_wd": 0.04073484839378347, "train_acc": 0.280669995253797, "train_nmi": 0.27831687169003183, "train_ari": 0.014630199427594474, "train_fscore": 0.016303530543237712, "train_adjacc": -1, "epoch": 6}
{"train_loss": 6.135175570687778, "train_cls": 4.337077874943412, "train_patch": 1.7980976962081665, "train_lr": 0.00150003997122072, "train_wd": 0.040977704919133294, "train_acc": 0.3286995403677058, "train_nmi": 0.30929082518639756, "train_ari": 0.021878721890243195, "train_fscore": 0.0236258717677019, "train_adjacc": -1, "epoch": 7}
{"train_loss": 5.838774385596279, "train_cls": 4.01675059622843, "train_patch": 1.8220237892948918, "train_lr": 0.0017000559597090108, "train_wd": 0.0412551476038635, "train_acc": 0.3750554244104716, "train_nmi": 0.34146599084607393, "train_ari": 0.031517070272801095, "train_fscore": 0.03353510016104431, "train_adjacc": -1, "epoch": 8}
{"train_loss": 5.587521741114599, "train_cls": 3.7478339173090305, "train_patch": 1.8396878231839418, "train_lr": 0.0019000719481972988, "train_wd": 0.041567132636557834, "train_acc": 0.41726930955235814, "train_nmi": 0.37458959827013744, "train_ari": 0.04391449746493878, "train_fscore": 0.0464556248417475, "train_adjacc": -1, "epoch": 9}
{"train_loss": 5.332416184273341, "train_cls": 3.503093568728768, "train_patch": 1.8293226170364758, "train_lr": 0.0019999743289346103, "train_wd": 0.04191361075116293, "train_acc": 0.45949880720423664, "train_nmi": 0.40575398564447523, "train_ari": 0.057876763541494555, "train_fscore": 0.061179557284723976, "train_adjacc": -1, "epoch": 10}
{"train_loss": 5.0817463618191745, "train_cls": 3.2922617700516725, "train_patch": 1.7894845917466566, "train_lr": 0.0019998201846012716, "train_wd": 0.04229452723476807, "train_acc": 0.49815382069344527, "train_nmi": 0.4335770131238908, "train_ari": 0.07138540519767735, "train_fscore": 0.07547452935448291, "train_adjacc": -1, "epoch": 11}
{"train_loss": 4.878843230875038, "train_cls": 3.1195081126981146, "train_patch": 1.759335117508396, "train_lr": 0.0019995118607115813, "train_wd": 0.04270982193624475, "train_acc": 0.5292273993305355, "train_nmi": 0.4581343455574665, "train_ari": 0.08381167210971913, "train_fscore": 0.08871976754255588, "train_adjacc": -1, "epoch": 12}
{"train_loss": 4.6741201907074705, "train_cls": 2.970437611142794, "train_patch": 1.7036825793123038, "train_lr": 0.0019990494100952617, "train_wd": 0.04315942927574531, "train_acc": 0.5581729928557154, "train_nmi": 0.4810353608247261, "train_ari": 0.09639878419481526, "train_fscore": 0.10204418963938504, "train_adjacc": -1, "epoch": 13}
{"train_loss": 4.521615059663661, "train_cls": 2.8406066397021856, "train_patch": 1.681008419725481, "train_lr": 0.0019984329119908384, "train_wd": 0.043643278255058926, "train_acc": 0.5835589341027179, "train_nmi": 0.5015398428877161, "train_ari": 0.10788584151812655, "train_fscore": 0.11441153010485808, "train_adjacc": -1, "epoch": 14}
{"train_loss": 4.351140610057768, "train_cls": 2.7269019211704233, "train_patch": 1.6242386880036679, "train_lr": 0.001997662472032094, "train_wd": 0.04416129246882273, "train_acc": 0.6057794389488409, "train_nmi": 0.5204232654150552, "train_ari": 0.11916512283149198, "train_fscore": 0.12656826376661828, "train_adjacc": -1, "epoch": 15}
{"train_loss": 4.220551414482242, "train_cls": 2.630988633199085, "train_patch": 1.5895627816542715, "train_lr": 0.0019967382222299407, "train_wd": 0.04471339011658733, "train_acc": 0.6251569057254197, "train_nmi": 0.5360682353142311, "train_ari": 0.12913973502349296, "train_fscore": 0.13727295727404681, "train_adjacc": -1, "epoch": 16}
{"train_loss": 4.091280759935327, "train_cls": 2.5498771915788487, "train_patch": 1.5414035682079585, "train_lr": 0.001995660320949832, "train_wd": 0.04529948401573406, "train_acc": 0.6421963991306955, "train_nmi": 0.5508184313513125, "train_ari": 0.1389299791484504, "train_fscore": 0.14771068372968374, "train_adjacc": -1, "epoch": 17}
{"train_loss": 3.9771945860734186, "train_cls": 2.4870519955574775, "train_patch": 1.4901425900372516, "train_lr": 0.0019944289528846027, "train_wd": 0.04591948161524226, "train_acc": 0.6565536633193445, "train_nmi": 0.5638346375143599, "train_ari": 0.1481880796710237, "train_fscore": 0.15752392066882345, "train_adjacc": -1, "epoch": 18}
{"train_loss": 3.8896283965846665, "train_cls": 2.4279193580344165, "train_patch": 1.4617090385174938, "train_lr": 0.0019930443290228266, "train_wd": 0.046573285010303195, "train_acc": 0.6688610049460432, "train_nmi": 0.5749325347559682, "train_ari": 0.1561406099506275, "train_fscore": 0.1660141406421709, "train_adjacc": -1, "epoch": 19}
{"train_loss": 3.824200248396356, "train_cls": 2.377460616488132, "train_patch": 1.4467396318873793, "train_lr": 0.0019915066866126783, "train_wd": 0.04726079095778221, "train_acc": 0.6800793740007993, "train_nmi": 0.584307621128715, "train_ari": 0.1640388383320549, "train_fscore": 0.17434952694848085, "train_adjacc": -1, "epoch": 20}
{"train_loss": 3.7667254308948843, "train_cls": 2.3377106458709527, "train_patch": 1.429014784391883, "train_lr": 0.0019898162891212683, "train_wd": 0.04798189089252014, "train_acc": 0.6896061275979216, "train_nmi": 0.5926791739516375, "train_ari": 0.17099455119318843, "train_fscore": 0.18166870769186863, "train_adjacc": -1, "epoch": 21}
{"train_loss": 3.7209467093924062, "train_cls": 2.3012780238234765, "train_patch": 1.4196686851095965, "train_lr": 0.0019879734261895035, "train_wd": 0.0487364709444779, "train_acc": 0.699265587529976, "train_nmi": 0.6005562522144369, "train_ari": 0.17738121283899927, "train_fscore": 0.18841150163959403, "train_adjacc": -1, "epoch": 22}
{"train_loss": 3.677650392045089, "train_cls": 2.2691827926793686, "train_patch": 1.4084675995432745, "train_lr": 0.0019859784135824584, "train_wd": 0.04952441195671808, "train_acc": 0.7069781674660272, "train_nmi": 0.6074017161756738, "train_ari": 0.18327931246809573, "train_fscore": 0.194568947752088, "train_adjacc": -1, "epoch": 23}
{"train_loss": 3.6421782805068457, "train_cls": 2.2429555153502503, "train_patch": 1.3992227652816653, "train_lr": 0.0019838315931352793, "train_wd": 0.0503455895042208, "train_acc": 0.7150037782274181, "train_nmi": 0.6136502701407724, "train_ari": 0.1887535661862372, "train_fscore": 0.2002270879245393, "train_adjacc": -1, "epoch": 24}
{"train_loss": 4.258055692286991, "train_cls": 2.7689872476057134, "train_patch": 1.4890684441419142, "train_lr": 0.001981533332694594, "train_wd": 0.05119987391353168, "train_acc": 0.6704597259692247, "train_nmi": 0.5839585699482678, "train_ari": 0.122847275615504, "train_fscore": 0.1445759272074019, "train_adjacc": -1, "epoch": 25}
{"train_loss": 3.670566202582811, "train_cls": 2.2332693566467694, "train_patch": 1.437296846068928, "train_lr": 0.0019790840260554927, "train_wd": 0.05208713028323961, "train_acc": 0.7189490595023981, "train_nmi": 0.6213691277124308, "train_ari": 0.19642931404513828, "train_fscore": 0.20838244277786397, "train_adjacc": -1, "epoch": 26}
{"train_loss": 3.629519824696471, "train_cls": 2.2080885140786615, "train_patch": 1.421431311214496, "train_lr": 0.001976484092894069, "train_wd": 0.05300721850527817, "train_acc": 0.7265437649880095, "train_nmi": 0.6287322472448581, "train_ari": 0.20323629217306835, "train_fscore": 0.21507941499857147, "train_adjacc": -1, "epoch": 27}
{"train_loss": 3.609981222478725, "train_cls": 2.194704047678936, "train_patch": 1.4152771742392085, "train_lr": 0.001973733978695478, "train_wd": 0.05395999328705119, "train_acc": 0.7307326014188649, "train_nmi": 0.6337498270627159, "train_ari": 0.2077596010057295, "train_fscore": 0.2197339194919538, "train_adjacc": -1, "epoch": 28}
{"train_loss": 3.6013774608212006, "train_cls": 2.1840762053151055, "train_patch": 1.4173012557659121, "train_lr": 0.0019708341546776312, "train_wd": 0.05494530417437577, "train_acc": 0.7346255807853717, "train_nmi": 0.6378206366577132, "train_ari": 0.21098468662372336, "train_fscore": 0.2230450044030414, "train_adjacc": -1, "epoch": 29}
{"train_loss": 3.592951887212009, "train_cls": 2.1701444624740778, "train_patch": 1.4228074246739073, "train_lr": 0.0019677851177104526, "train_wd": 0.05596299557524069, "train_acc": 0.740533354566347, "train_nmi": 0.6419001281674462, "train_ari": 0.21475953048985222, "train_fscore": 0.22696008969442932, "train_adjacc": -1, "epoch": 30}
{"train_loss": 3.5881125137617857, "train_cls": 2.1633012083721614, "train_patch": 1.424811305196064, "train_lr": 0.0019645873902307165, "train_wd": 0.05701290678437618, "train_acc": 0.7437643635091926, "train_nmi": 0.6452650913701399, "train_ari": 0.21790936634071695, "train_fscore": 0.23013513667458005, "train_adjacc": -1, "epoch": 31}
{"train_loss": 3.5984477680206277, "train_cls": 2.1569628514041255, "train_patch": 1.4414849166570753, "train_lr": 0.001961241520152578, "train_wd": 0.0580948720086315, "train_acc": 0.7466487747302158, "train_nmi": 0.648284404110164, "train_ari": 0.22073944716128582, "train_fscore": 0.23297479517126377, "train_adjacc": -1, "epoch": 32}
{"train_loss": 3.5982575048547356, "train_cls": 2.1515380717429826, "train_patch": 1.4467194326833146, "train_lr": 0.001957748080773644, "train_wd": 0.05920872039315516, "train_acc": 0.7504465177857714, "train_nmi": 0.6509961794739642, "train_ari": 0.2232644909625379, "train_fscore": 0.2355980390524031, "train_adjacc": -1, "epoch": 33}
{"train_loss": 3.6195146173870056, "train_cls": 2.151874978265775, "train_patch": 1.4676396390196118, "train_lr": 0.0019541076706767646, "train_wd": 0.0603542760483752, "train_acc": 0.7523161158573142, "train_nmi": 0.6535380637782009, "train_ari": 0.22569507737231484, "train_fscore": 0.23811442914873374, "train_adjacc": -1, "epoch": 34}
{"train_loss": 3.6174789476844906, "train_cls": 2.1510779658112105, "train_patch": 1.466400981331311, "train_lr": 0.0019503209136274753, "train_wd": 0.06153135807777364, "train_acc": 0.7548578324840128, "train_nmi": 0.655831500463656, "train_ari": 0.22779972880610874, "train_fscore": 0.24023288719001265, "train_adjacc": -1, "epoch": 35}
{"train_loss": 3.6676165075521534, "train_cls": 2.152351307909754, "train_patch": 1.5152651995642306, "train_lr": 0.001946388458467103, "train_wd": 0.06273978060645327, "train_acc": 0.7564830947741806, "train_nmi": 0.6581462482834654, "train_ari": 0.22987283520209137, "train_fscore": 0.24238016545262664, "train_adjacc": -1, "epoch": 36}
{"train_loss": 3.7154316929765314, "train_cls": 2.15273098935627, "train_patch": 1.5627007036433398, "train_lr": 0.0019423109790015895, "train_wd": 0.06397935281048797, "train_acc": 0.7580248301358913, "train_nmi": 0.6600031330419741, "train_ari": 0.23157885443440693, "train_fscore": 0.2440681506367504, "train_adjacc": -1, "epoch": 37}
{"train_loss": 3.828665843759057, "train_cls": 2.1580457605598724, "train_patch": 1.6706200833082478, "train_lr": 0.0019380891738860506, "train_wd": 0.06524987894705746, "train_acc": 0.7603362622402078, "train_nmi": 0.6624198231403643, "train_ari": 0.2344979509855344, "train_fscore": 0.24702375500123316, "train_adjacc": -1, "epoch": 38}
{"train_loss": 3.9263000414519906, "train_cls": 2.1658395891160453, "train_patch": 1.7604604529382155, "train_lr": 0.001933723766505064, "train_wd": 0.06655115838535636, "train_acc": 0.7617788581634692, "train_nmi": 0.6641458875244677, "train_ari": 0.2362445738683176, "train_fscore": 0.24877283749799387, "train_adjacc": -1, "epoch": 39}
{"train_loss": 3.9649613388567615, "train_cls": 2.1750039618386388, "train_patch": 1.7899573767575607, "train_lr": 0.0019292155048487082, "train_wd": 0.06788298563827602, "train_acc": 0.7619997751798561, "train_nmi": 0.6656543375540506, "train_ari": 0.23804586204756603, "train_fscore": 0.250499015575548, "train_adjacc": -1, "epoch": 40}
{"train_loss": 3.9811034054502095, "train_cls": 2.1845430700766513, "train_patch": 1.796560335067584, "train_lr": 0.0019245651613844102, "train_wd": 0.06924515039485463, "train_acc": 0.7652073653577138, "train_nmi": 0.667255138617787, "train_ari": 0.23945272606216036, "train_fscore": 0.25200128953426215, "train_adjacc": -1, "epoch": 41}
{"train_loss": 4.0355012765620275, "train_cls": 2.1977802335130545, "train_patch": 1.837721043314746, "train_lr": 0.0019197735329245793, "train_wd": 0.07063743755348642, "train_acc": 0.7653525617006395, "train_nmi": 0.6687218052479216, "train_ari": 0.24079760488648902, "train_fscore": 0.25338772955035493, "train_adjacc": -1, "epoch": 42}
{"train_loss": 4.090340858338762, "train_cls": 2.21384389480229, "train_patch": 1.8764969629196853, "train_lr": 0.00191484144049009, "train_wd": 0.07205962725588883, "train_acc": 0.7656070456135092, "train_nmi": 0.6702502171852127, "train_ari": 0.24210499002297609, "train_fscore": 0.2547716497132954, "train_adjacc": -1, "epoch": 43}
{"train_loss": 4.131794947097532, "train_cls": 2.2306592674549224, "train_patch": 1.9011356794285765, "train_lr": 0.0019097697291695877, "train_wd": 0.07351149492182138, "train_acc": 0.766578143735012, "train_nmi": 0.6715100801153052, "train_ari": 0.24312864028966616, "train_fscore": 0.2558759091386885, "train_adjacc": -1, "epoch": 44}
{"train_loss": 4.171028519542121, "train_cls": 2.249153267961445, "train_patch": 1.921875250975428, "train_lr": 0.0019045592679747018, "train_wd": 0.07499281128454899, "train_acc": 0.7678716401878497, "train_nmi": 0.6727497570954322, "train_ari": 0.24433761581322697, "train_fscore": 0.25717289239656327, "train_adjacc": -1, "epoch": 45}
{"train_loss": 4.224500413349778, "train_cls": 2.271462590776854, "train_patch": 1.953037821727959, "train_lr": 0.0018992109496911245, "train_wd": 0.0765033424270465, "train_acc": 0.7678599308053558, "train_nmi": 0.6737157935460191, "train_ari": 0.24519431090428181, "train_fscore": 0.25803318781285145, "train_adjacc": -1, "epoch": 46}
{"train_loss": 4.2724494163027344, "train_cls": 2.2959518083858845, "train_patch": 1.9764976079123828, "train_lr": 0.0018937256907256667, "train_wd": 0.07804284981893513, "train_acc": 0.7676491619204636, "train_nmi": 0.675040587292266, "train_ari": 0.24667231448076, "train_fscore": 0.2595107705559886, "train_adjacc": -1, "epoch": 47}
{"train_loss": 4.327315401122105, "train_cls": 2.322583892935817, "train_patch": 2.0047315074708596, "train_lr": 0.0018881044309492145, "train_wd": 0.0796110903541519, "train_acc": 0.7688887952138289, "train_nmi": 0.6757913010115271, "train_ari": 0.24753400077024668, "train_fscore": 0.26031919669297315, "train_adjacc": -1, "epoch": 48}
{"train_loss": 4.385436279489268, "train_cls": 2.3516968472032165, "train_patch": 2.033739431902653, "train_lr": 0.0018823481335357008, "train_wd": 0.08120781638933629, "train_acc": 0.7698825314748201, "train_nmi": 0.6769164474312181, "train_ari": 0.24884212673723705, "train_fscore": 0.26159779504840347, "train_adjacc": -1, "epoch": 49}
{"train_loss": 4.39407923606505, "train_cls": 2.359024811172776, "train_patch": 2.035054424307499, "train_lr": 0.0018764577847970368, "train_wd": 0.08283277578293721, "train_acc": 0.7698052495503597, "train_nmi": 0.6777195220251631, "train_ari": 0.249233954417088, "train_fscore": 0.2621393257741309, "train_adjacc": -1, "epoch": 50}
{"train_loss": 4.403818169753138, "train_cls": 2.3666624225166846, "train_patch": 2.037155746200906, "train_lr": 0.0018704343940141653, "train_wd": 0.08448571193503003, "train_acc": 0.7693384355015987, "train_nmi": 0.678655936529452, "train_ari": 0.2500001010554902, "train_fscore": 0.26295447808028555, "train_adjacc": -1, "epoch": 51}
{"train_loss": 4.418729312306971, "train_cls": 2.383214605647585, "train_patch": 2.03551470576752, "train_lr": 0.001864278993264083, "train_wd": 0.08616636382783423, "train_acc": 0.7699075114908074, "train_nmi": 0.6797060258346979, "train_ari": 0.2510669697566138, "train_fscore": 0.26409090857029904, "train_adjacc": -1, "epoch": 52}
{"train_loss": 4.444220143524434, "train_cls": 2.405078769376357, "train_patch": 2.0391413739671727, "train_lr": 0.0018579926372430278, "train_wd": 0.08787446606693362, "train_acc": 0.7684992630895284, "train_nmi": 0.6804356993430447, "train_ari": 0.25178290105516604, "train_fscore": 0.26485089613396173, "train_adjacc": -1, "epoch": 53}
{"train_loss": 4.4781332465318995, "train_cls": 2.425513044210355, "train_patch": 2.052620202198708, "train_lr": 0.0018515764030857381, "train_wd": 0.08960974892318353, "train_acc": 0.7684172974120703, "train_nmi": 0.6813163457232382, "train_ari": 0.252566160841765, "train_fscore": 0.26570890018510157, "train_adjacc": -1, "epoch": 54}
{"train_loss": 4.4924056878615675, "train_cls": 2.441738796707758, "train_patch": 2.0506668898897122, "train_lr": 0.0018450313901809004, "train_wd": 0.09137193837530481, "train_acc": 0.7696342925659473, "train_nmi": 0.6822708197140523, "train_ari": 0.25315966955125674, "train_fscore": 0.2664167563666535, "train_adjacc": -1, "epoch": 55}
{"train_loss": 4.505909214283136, "train_cls": 2.458291634925448, "train_patch": 2.047617579735131, "train_lr": 0.0018383587199827915, "train_wd": 0.0931607561531551, "train_acc": 0.7694937799760192, "train_nmi": 0.6830415501476051, "train_ari": 0.25361770480434265, "train_fscore": 0.2670168904933909, "train_adjacc": -1, "epoch": 56}
{"train_loss": 4.541489651669368, "train_cls": 2.473850925543087, "train_patch": 2.067638726339197, "train_lr": 0.001831559535819098, "train_wd": 0.09497591978167089, "train_acc": 0.7686920775879297, "train_nmi": 0.6834481699083399, "train_ari": 0.2540631715002804, "train_fscore": 0.26749350729061466, "train_adjacc": -1, "epoch": 57}
{"train_loss": 4.531164037217077, "train_cls": 2.48827758872752, "train_patch": 2.0428864482915303, "train_lr": 0.0018246350026950168, "train_wd": 0.09681714262547274, "train_acc": 0.7688005845323741, "train_nmi": 0.6840698328560908, "train_ari": 0.25456205903698514, "train_fscore": 0.2680223624277243, "train_adjacc": -1, "epoch": 58}
{"train_loss": 4.554518670201015, "train_cls": 2.498698776765026, "train_patch": 2.05581989324913, "train_lr": 0.0018175863070936525, "train_wd": 0.09868413393412977, "train_acc": 0.7682814685751399, "train_nmi": 0.6846338787114861, "train_ari": 0.2554199680689393, "train_fscore": 0.268908428113538, "train_adjacc": -1, "epoch": 59}
{"train_loss": 4.5454064182383265, "train_cls": 2.5052958111465573, "train_patch": 2.0401106064262198, "train_lr": 0.0018104146567727117, "train_wd": 0.1005765988880714, "train_acc": 0.767099601568745, "train_nmi": 0.6854469616804747, "train_ari": 0.25660626456522384, "train_fscore": 0.2700688554358134, "train_adjacc": -1, "epoch": 60}
{"train_loss": 4.554613493153636, "train_cls": 2.5097403019647317, "train_patch": 2.044873190886653, "train_lr": 0.001803121280557563, "train_wd": 0.10249423864514348, "train_acc": 0.7667194369504396, "train_nmi": 0.6858331079902011, "train_ari": 0.2570859086311198, "train_fscore": 0.2705766639728636, "train_adjacc": -1, "epoch": 61}
{"train_loss": 4.5348109083918695, "train_cls": 2.5175439809351494, "train_patch": 2.017266926648234, "train_lr": 0.0017957074281306647, "train_wd": 0.10443675038779805, "train_acc": 0.7668911745603517, "train_nmi": 0.6865098066154137, "train_ari": 0.25769000147071214, "train_fscore": 0.2712487627340958, "train_adjacc": -1, "epoch": 62}
{"train_loss": 4.564372407926096, "train_cls": 2.527865684096166, "train_patch": 2.0365067232820055, "train_lr": 0.0017881743698174729, "train_wd": 0.10640382737091297, "train_acc": 0.7652744991506795, "train_nmi": 0.6873144947638667, "train_ari": 0.25840372340650064, "train_fscore": 0.27201271922719406, "train_adjacc": -1, "epoch": 63}
{"train_loss": 4.58855925947666, "train_cls": 2.53786345181479, "train_patch": 2.050695807806668, "train_lr": 0.0017805233963687434, "train_wd": 0.10839515897022896, "train_acc": 0.7641824040767387, "train_nmi": 0.6872735800702283, "train_ari": 0.25853931565512794, "train_fscore": 0.2722071971112619, "train_adjacc": -1, "epoch": 64}
{"train_loss": 4.604779340579904, "train_cls": 2.5487472981930694, "train_patch": 2.0560320416944835, "train_lr": 0.0017727558187393857, "train_wd": 0.11041043073140297, "train_acc": 0.7631590040467626, "train_nmi": 0.6875171461740531, "train_ari": 0.25909772009850385, "train_fscore": 0.27275669182902634, "train_adjacc": -1, "epoch": 65}
{"train_loss": 4.595038376212549, "train_cls": 2.5607765092701316, "train_patch": 2.034261866222522, "train_lr": 0.0017648729678638464, "train_wd": 0.11244932441966177, "train_acc": 0.7634618867406076, "train_nmi": 0.6881813448118197, "train_ari": 0.25959668790077967, "train_fscore": 0.27336661921852157, "train_adjacc": -1, "epoch": 66}
{"train_loss": 4.619631439593317, "train_cls": 2.575176065034277, "train_patch": 2.044455374568719, "train_lr": 0.001756876194428035, "train_wd": 0.11451151807005633, "train_acc": 0.7625134267585931, "train_nmi": 0.688680911480807, "train_ari": 0.259750152390793, "train_fscore": 0.2736172555803337, "train_adjacc": -1, "epoch": 67}
{"train_loss": 4.6139587333424394, "train_cls": 2.587903383446278, "train_patch": 2.026055350435152, "train_lr": 0.0017487668686379195, "train_wd": 0.11659668603830362, "train_acc": 0.7629084232613909, "train_nmi": 0.6889381127750877, "train_ari": 0.2601387245234905, "train_fscore": 0.2741390853693336, "train_adjacc": -1, "epoch": 68}
{"train_loss": 4.590851880213935, "train_cls": 2.596613015748745, "train_patch": 1.9942388642291955, "train_lr": 0.0017405463799847257, "train_wd": 0.11870449905220944, "train_acc": 0.7633557216726619, "train_nmi": 0.6891519939590955, "train_ari": 0.26059682846017984, "train_fscore": 0.27467564629649716, "train_adjacc": -1, "epoch": 69}
{"train_loss": 4.6287076044157685, "train_cls": 2.6043735316557757, "train_patch": 2.0243340730696895, "train_lr": 0.0017322161370068607, "train_wd": 0.12083462426366445, "train_acc": 0.7602340002997602, "train_nmi": 0.6897759153089563, "train_ari": 0.2610992202940326, "train_fscore": 0.275184791357326, "train_adjacc": -1, "epoch": 70}
{"train_loss": 4.653843129653748, "train_cls": 2.616716929570698, "train_patch": 2.037126199873112, "train_lr": 0.001723777567048578, "train_wd": 0.12298672530120419, "train_acc": 0.7584830573041567, "train_nmi": 0.6902592273241842, "train_ari": 0.2615024954857679, "train_fscore": 0.27555935507072604, "train_adjacc": -1, "epoch": 71}
{"train_loss": 4.638862828297509, "train_cls": 2.629845951696475, "train_patch": 2.009016876653891, "train_lr": 0.0017152321160153966, "train_wd": 0.12516046232312714, "train_acc": 0.7584853991806555, "train_nmi": 0.6906579342549198, "train_ari": 0.2618159491004248, "train_fscore": 0.2758863057291064, "train_adjacc": -1, "epoch": 72}
{"train_loss": 4.6730578256507425, "train_cls": 2.6428557132563584, "train_patch": 2.0302021116193987, "train_lr": 0.0017065812481263586, "train_wd": 0.12735549207115895, "train_acc": 0.7578850981714629, "train_nmi": 0.6908912947898688, "train_ari": 0.2622556859335586, "train_fscore": 0.2763688034996672, "train_adjacc": -1, "epoch": 73}
{"train_loss": 4.686740818673925, "train_cls": 2.658064260693203, "train_patch": 2.0286765566794016, "train_lr": 0.0016978264456631443, "train_wd": 0.1295714679246565, "train_acc": 0.7572840165367706, "train_nmi": 0.6911448159337751, "train_ari": 0.2630123046814132, "train_fscore": 0.2771196554655865, "train_adjacc": -1, "epoch": 74}
{"train_loss": 4.702491454139864, "train_cls": 2.672473059830179, "train_patch": 2.0300183945263237, "train_lr": 0.0016889692087160857, "train_wd": 0.13180803995534437, "train_acc": 0.7581848583633094, "train_nmi": 0.6916052269029715, "train_ari": 0.2636750182772295, "train_fscore": 0.2778757620011397, "train_adjacc": -1, "epoch": 75}
{"train_loss": 4.718897081676314, "train_cls": 2.6933678887266335, "train_patch": 2.0255291929392576, "train_lr": 0.0016800110549271303, "train_wd": 0.13406485498257145, "train_acc": 0.7569093162969625, "train_nmi": 0.6917439684639238, "train_ari": 0.2639455145786661, "train_fscore": 0.2782063738596184, "train_adjacc": -1, "epoch": 76}
{"train_loss": 4.747578618227601, "train_cls": 2.7076460306616803, "train_patch": 2.0399325873172707, "train_lr": 0.0016709535192298245, "train_wd": 0.13634155662908362, "train_acc": 0.7562137789768185, "train_nmi": 0.6917043287999325, "train_ari": 0.26441219110341785, "train_fscore": 0.27865043211644974, "train_adjacc": -1, "epoch": 77}
{"train_loss": 4.752312996187251, "train_cls": 2.716473999770461, "train_patch": 2.0358389957303955, "train_lr": 0.001661798153586271, "train_wd": 0.13863778537729796, "train_acc": 0.756412057853717, "train_nmi": 0.6924973613129052, "train_ari": 0.2657292298753417, "train_fscore": 0.2800187651682072, "train_adjacc": -1, "epoch": 78}
{"train_loss": 4.798981751469399, "train_cls": 2.7274290718849925, "train_patch": 2.071552679396058, "train_lr": 0.0016525465267212525, "train_wd": 0.14095317862607676, "train_acc": 0.7536931392386091, "train_nmi": 0.6923001631983854, "train_ari": 0.2659077077432077, "train_fscore": 0.28021779886021186, "train_adjacc": -1, "epoch": 79}
{"train_loss": 4.787496604492886, "train_cls": 2.737415246503185, "train_patch": 2.050081356693592, "train_lr": 0.0016432002238533894, "train_wd": 0.14328737074798475, "train_acc": 0.7532341314448441, "train_nmi": 0.6925523305115441, "train_ari": 0.26662498016447767, "train_fscore": 0.2809697168783094, "train_adjacc": -1, "epoch": 80}
{"train_loss": 4.794497941803042, "train_cls": 2.740683224169816, "train_patch": 2.0538147177527115, "train_lr": 0.0016337608464235757, "train_wd": 0.1456399931470278, "train_acc": 0.7527907361610712, "train_nmi": 0.6929246935675937, "train_ari": 0.2677104770956231, "train_fscore": 0.28193930544098844, "train_adjacc": -1, "epoch": 81}
{"train_loss": 4.805728446507602, "train_cls": 2.7489197577009623, "train_patch": 2.05680868960917, "train_lr": 0.0016242300118205328, "train_wd": 0.14801067431685597, "train_acc": 0.7521537457533973, "train_nmi": 0.6930792871496706, "train_ari": 0.26803110796743224, "train_fscore": 0.2822107011886351, "train_adjacc": -1, "epoch": 82}
{"train_loss": 4.819872149098798, "train_cls": 2.754419832969074, "train_patch": 2.065452316603203, "train_lr": 0.0016146093531037094, "train_wd": 0.15039903989943104, "train_acc": 0.750447298411271, "train_nmi": 0.6930492739123914, "train_ari": 0.26841572342556436, "train_fscore": 0.28261421734779274, "train_adjacc": -1, "epoch": 83}
{"train_loss": 4.78799703581144, "train_cls": 2.745098214632244, "train_patch": 2.0428988207276793, "train_lr": 0.0016049005187234492, "train_wd": 0.15280471274414056, "train_acc": 0.7500928944344525, "train_nmi": 0.6932904646718994, "train_ari": 0.26878376371853324, "train_fscore": 0.28290456085930255, "train_adjacc": -1, "epoch": 84}
{"train_loss": 4.781364658375462, "train_cls": 2.740751381323254, "train_patch": 2.0406132783274726, "train_lr": 0.0015951051722385414, "train_wd": 0.15522731296735479, "train_acc": 0.7479344649280576, "train_nmi": 0.6925931348714423, "train_ari": 0.2696720786478515, "train_fscore": 0.2835731556836824, "train_adjacc": -1, "epoch": 85}
{"train_loss": 4.810886271565938, "train_cls": 2.742600056464128, "train_patch": 2.0682862145791976, "train_lr": 0.001585224992031175, "train_wd": 0.15766645801241538, "train_acc": 0.7470726543764988, "train_nmi": 0.6927310219037764, "train_ari": 0.26954955321100976, "train_fscore": 0.28345214720344586, "train_adjacc": -1, "epoch": 86}
{"train_loss": 4.830986283755274, "train_cls": 2.750860653216128, "train_patch": 2.080125630904677, "train_lr": 0.0015752616710193697, "train_wd": 0.16012176271004366, "train_acc": 0.7468611048661071, "train_nmi": 0.6930331760276026, "train_ari": 0.26962738171581097, "train_fscore": 0.28348568065385815, "train_adjacc": -1, "epoch": 87}
{"train_loss": 4.851377649255079, "train_cls": 2.7554624896603737, "train_patch": 2.095915160767234, "train_lr": 0.0015652169163668892, "train_wd": 0.16259283933916518, "train_acc": 0.7458751748601119, "train_nmi": 0.6935370327015125, "train_ari": 0.27039992927889467, "train_fscore": 0.28418486100063056, "train_adjacc": -1, "epoch": 88}
{"train_loss": 4.848529641082485, "train_cls": 2.759818810059858, "train_patch": 2.0887108311923646, "train_lr": 0.0015550924491907368, "train_wd": 0.16507929768813487, "train_acc": 0.7446815984712231, "train_nmi": 0.69376421745866, "train_ari": 0.2712168016217785, "train_fscore": 0.28481755240146356, "train_adjacc": -1, "epoch": 89}
{"train_loss": 4.859407392721311, "train_cls": 2.7624712617893654, "train_patch": 2.0969361305917253, "train_lr": 0.0015448900042662336, "train_wd": 0.16758074511635504, "train_acc": 0.7427081772082335, "train_nmi": 0.6941599808712327, "train_ari": 0.2720229558826169, "train_fscore": 0.2854839311546679, "train_adjacc": -1, "epoch": 90}
{"train_loss": 4.857027778308169, "train_cls": 2.7586771686294145, "train_patch": 2.0983506092477104, "train_lr": 0.0015346113297298016, "train_wd": 0.17009678661627972, "train_acc": 0.7420789930555556, "train_nmi": 0.6945786289161012, "train_ari": 0.27232392399879984, "train_fscore": 0.2857001073333644, "train_adjacc": -1, "epoch": 91}
{"train_loss": 4.875867342360491, "train_cls": 2.759095246362374, "train_patch": 2.1167720965021175, "train_lr": 0.0015242581867794041, "train_wd": 0.17262702487578857, "train_acc": 0.74025389063749, "train_nmi": 0.6951249882639067, "train_ari": 0.27282816797841747, "train_fscore": 0.2861209340435369, "train_adjacc": -1, "epoch": 92}
{"train_loss": 4.872967850312674, "train_cls": 2.763194790464356, "train_patch": 2.10977305972027, "train_lr": 0.001513832349372791, "train_wd": 0.17517106034092905, "train_acc": 0.7392281487310152, "train_nmi": 0.6954300178269658, "train_ari": 0.2733480584082918, "train_fscore": 0.28654473147484905, "train_adjacc": -1, "epoch": 93}
{"train_loss": 4.8828005423392655, "train_cls": 2.7650208577400535, "train_patch": 2.117779684390018, "train_lr": 0.0015033356039235255, "train_wd": 0.17772849127901033, "train_acc": 0.739187556205036, "train_nmi": 0.6956172568801211, "train_ari": 0.27341574454776885, "train_fscore": 0.28654104163230315, "train_adjacc": -1, "epoch": 94}
{"train_loss": 4.89362783755044, "train_cls": 2.7669598284861645, "train_patch": 2.126668009187112, "train_lr": 0.001492769748994906, "train_wd": 0.18029891384203975, "train_acc": 0.7379323104016786, "train_nmi": 0.6959511091629652, "train_ari": 0.2738727564612217, "train_fscore": 0.2869226254441592, "train_adjacc": -1, "epoch": 95}
{"train_loss": 4.892308060883832, "train_cls": 2.7737065705773736, "train_patch": 2.1186014907080963, "train_lr": 0.0014821365949917779, "train_wd": 0.18288192213049811, "train_acc": 0.7375295076438849, "train_nmi": 0.6965166930116399, "train_ari": 0.2746105295092999, "train_fscore": 0.2875686935147061, "train_adjacc": -1, "epoch": 96}
{"train_loss": 4.937131555740543, "train_cls": 2.7845030749212207, "train_patch": 2.1526284800048807, "train_lr": 0.0014714379638503475, "train_wd": 0.18547710825743308, "train_acc": 0.7353343887390088, "train_nmi": 0.6966774731617844, "train_ari": 0.27451861496449953, "train_fscore": 0.2874473644029955, "train_adjacc": -1, "epoch": 97}
{"train_loss": 4.943423869837221, "train_cls": 2.7997307117483454, "train_patch": 2.1436931583993166, "train_lr": 0.001460675688725973, "train_wd": 0.18808406241287146, "train_acc": 0.7341977980115907, "train_nmi": 0.6969488830978506, "train_ari": 0.27545177891277095, "train_fscore": 0.28819819014886466, "train_adjacc": -1, "epoch": 98}
{"train_loss": 4.975492407547699, "train_cls": 2.824625347336705, "train_patch": 2.1508670601655813, "train_lr": 0.0014498516136791022, "train_wd": 0.19070237292852985, "train_acc": 0.7321627073341327, "train_nmi": 0.697062871535362, "train_ari": 0.27585805566404836, "train_fscore": 0.28847408222758897, "train_adjacc": -1, "epoch": 99}
{"train_loss": 4.9846877906557845, "train_cls": 2.8496162923474273, "train_patch": 2.1350714972802547, "train_lr": 0.0014389675933592697, "train_wd": 0.1933316263428272, "train_acc": 0.7303282374100719, "train_nmi": 0.6975519770808642, "train_ari": 0.27633329414280194, "train_fscore": 0.2889262025023564, "train_adjacc": -1, "epoch": 100}
{"train_loss": 5.0103789738905755, "train_cls": 2.8678634680843325, "train_patch": 2.142515505512925, "train_lr": 0.0014280254926873257, "train_wd": 0.19597140746616915, "train_acc": 0.7295335606514788, "train_nmi": 0.6980191834804172, "train_ari": 0.2768996554737105, "train_fscore": 0.28944454635140743, "train_adjacc": -1, "epoch": 101}
{"train_loss": 5.010154508194216, "train_cls": 2.883263350369857, "train_patch": 2.1268911577588456, "train_lr": 0.001417027186535886, "train_wd": 0.198621299446515, "train_acc": 0.7294211505795364, "train_nmi": 0.6985243407682769, "train_ari": 0.27872188224364286, "train_fscore": 0.29110520677149615, "train_adjacc": -1, "epoch": 102}
{"train_loss": 5.051607405789179, "train_cls": 2.892517931801047, "train_patch": 2.1590894740551327, "train_lr": 0.0014059745594080977, "train_wd": 0.20128088383520296, "train_acc": 0.7265500099920064, "train_nmi": 0.6986622365611799, "train_ari": 0.27998672616689463, "train_fscore": 0.29203650896101624, "train_adjacc": -1, "epoch": 103}
{"train_loss": 5.044451244446418, "train_cls": 2.896086900875413, "train_patch": 2.1483643432449306, "train_lr": 0.0013948695051147124, "train_wd": 0.20394974065302662, "train_acc": 0.724617181254996, "train_nmi": 0.6986093627333926, "train_ari": 0.2809708349896066, "train_fscore": 0.2927788127760784, "train_adjacc": -1, "epoch": 104}
{"train_loss": 5.065215343310179, "train_cls": 2.903017112700869, "train_patch": 2.162198229878992, "train_lr": 0.0013837139264496223, "train_wd": 0.20662744845655662, "train_acc": 0.7216586106115108, "train_nmi": 0.698654062319575, "train_ari": 0.28130967865353107, "train_fscore": 0.2929658864416164, "train_adjacc": -1, "epoch": 105}
{"train_loss": 5.066132597649078, "train_cls": 2.910869069781592, "train_patch": 2.155263528337242, "train_lr": 0.0013725097348637934, "train_wd": 0.2093135844046898, "train_acc": 0.721546981165068, "train_nmi": 0.6995381994114236, "train_ari": 0.2822580059513117, "train_fscore": 0.2937913642336039, "train_adjacc": -1, "epoch": 106}
{"train_loss": 5.060581670771781, "train_cls": 2.9195325975965183, "train_patch": 2.1410490728685443, "train_lr": 0.0013612588501377826, "train_wd": 0.21200772432542067, "train_acc": 0.7217967813249401, "train_nmi": 0.6996182896272028, "train_ari": 0.28283932886041735, "train_fscore": 0.2943045721369926, "train_adjacc": -1, "epoch": 107}
{"train_loss": 5.081027599443182, "train_cls": 2.927689855916799, "train_patch": 2.15333774450014, "train_lr": 0.0013499632000527643, "train_wd": 0.2147094427828253, "train_acc": 0.7192722384592326, "train_nmi": 0.6997959997197253, "train_ari": 0.28408551788646513, "train_fscore": 0.295346606641154, "train_adjacc": -1, "epoch": 108}
{"train_loss": 5.107779037240121, "train_cls": 2.937314869846395, "train_patch": 2.1704641671398646, "train_lr": 0.0013386247200602287, "train_wd": 0.21741831314423787, "train_acc": 0.7160545001498801, "train_nmi": 0.6999367187322418, "train_ari": 0.2852360235740161, "train_fscore": 0.29608824810831014, "train_adjacc": -1, "epoch": 109}
{"train_loss": 5.112506452548823, "train_cls": 2.9458755765655202, "train_patch": 2.1666308776613215, "train_lr": 0.0013272453529503568, "train_wd": 0.22013390764762897, "train_acc": 0.7151669289568345, "train_nmi": 0.7005581940852205, "train_ari": 0.28672906248823243, "train_fscore": 0.2974933423109221, "train_adjacc": -1, "epoch": 110}
{"train_loss": 5.126020788809926, "train_cls": 2.9515140327162666, "train_patch": 2.174506756256697, "train_lr": 0.0013158270485191202, "train_wd": 0.2228557974691442, "train_acc": 0.712847690597522, "train_nmi": 0.7011810500855307, "train_ari": 0.28785747237079423, "train_fscore": 0.2983993196867503, "train_adjacc": -1, "epoch": 111}
{"train_loss": 5.129032038479782, "train_cls": 2.9569673083400985, "train_patch": 2.1720647303339877, "train_lr": 0.0013043717632341971, "train_wd": 0.2255835527908289, "train_acc": 0.7123387227717826, "train_nmi": 0.7017391195003432, "train_ari": 0.289182885722879, "train_fscore": 0.29949235784575473, "train_adjacc": -1, "epoch": 112}
{"train_loss": 5.133071779847431, "train_cls": 2.9581981662267762, "train_patch": 2.174873613818682, "train_lr": 0.0012928814598997553, "train_wd": 0.22831674286849554, "train_acc": 0.7109718475219824, "train_nmi": 0.7023971229110965, "train_ari": 0.29047981011239055, "train_fscore": 0.30062397465555407, "train_adjacc": -1, "epoch": 113}
{"train_loss": 5.144470209364506, "train_cls": 2.9606139430185134, "train_patch": 2.1838562669542183, "train_lr": 0.0012813581073201177, "train_wd": 0.23105493609974723, "train_acc": 0.712419907823741, "train_nmi": 0.7033225106578732, "train_ari": 0.2917828589756819, "train_fscore": 0.30197557864559255, "train_adjacc": -1, "epoch": 114}
{"train_loss": 5.1519602979395644, "train_cls": 2.963722714917551, "train_patch": 2.188237583316821, "train_lr": 0.0012698036799624196, "train_wd": 0.2337977000921306, "train_acc": 0.7119593387789768, "train_nmi": 0.7039511810884248, "train_ari": 0.29234789885802875, "train_fscore": 0.30256707220694673, "train_adjacc": -1, "epoch": 115}
{"train_loss": 5.153345231562376, "train_cls": 2.9668214082744697, "train_patch": 2.186523823370542, "train_lr": 0.0012582201576183168, "train_wd": 0.23654460173141645, "train_acc": 0.7126704886091128, "train_nmi": 0.7048370739396448, "train_ari": 0.2930934697334673, "train_fscore": 0.30330837972597724, "train_adjacc": -1, "epoch": 116}
{"train_loss": 5.159530280823473, "train_cls": 2.9698005101318175, "train_patch": 2.18972977146143, "train_lr": 0.001246609525064723, "train_wd": 0.2392952072499917, "train_acc": 0.7098009092725819, "train_nmi": 0.7048892153176811, "train_ari": 0.2932013761944069, "train_fscore": 0.3033116087938417, "train_adjacc": -1, "epoch": 117}
{"train_loss": 5.157017836095594, "train_cls": 2.971048713940904, "train_patch": 2.185969122332617, "train_lr": 0.0012349737717237555, "train_wd": 0.24204908229536035, "train_acc": 0.709279451438849, "train_nmi": 0.7051635221736601, "train_ari": 0.29356016698794224, "train_fscore": 0.30359481726210985, "train_adjacc": -1, "epoch": 118}
{"train_loss": 5.1640585421515315, "train_cls": 2.9705520763897972, "train_patch": 2.193506466474929, "train_lr": 0.0012233148913218526, "train_wd": 0.24480579199872846, "train_acc": 0.709357513988809, "train_nmi": 0.7057330404150715, "train_ari": 0.29414707158079617, "train_fscore": 0.3041545753632395, "train_adjacc": -1, "epoch": 119}
{"train_loss": 5.15017108803542, "train_cls": 2.969175896386234, "train_patch": 2.1809951914816823, "train_lr": 0.0012116348815481494, "train_wd": 0.2475649010436771, "train_acc": 0.7096127785271783, "train_nmi": 0.7061442081194922, "train_ari": 0.29418126246446885, "train_fscore": 0.30430590539132885, "train_adjacc": -1, "epoch": 120}
{"train_loss": 5.164424652669974, "train_cls": 2.967742646491225, "train_patch": 2.1966820055742464, "train_lr": 0.0011999357437121924, "train_wd": 0.250325973734902, "train_acc": 0.7089640787370104, "train_nmi": 0.7069897831265634, "train_ari": 0.29500367392018445, "train_fscore": 0.3051971592455757, "train_adjacc": -1, "epoch": 121}
{"train_loss": 5.150987328036869, "train_cls": 2.9666803837161986, "train_patch": 2.1843069444971084, "train_lr": 0.0011882194824010168, "train_wd": 0.25308857406702, "train_acc": 0.7082747864208633, "train_nmi": 0.707465050898264, "train_ari": 0.2948878623763592, "train_fscore": 0.30513702863727793, "train_adjacc": -1, "epoch": 122}
{"train_loss": 5.164317326922473, "train_cls": 2.970118894848487, "train_patch": 2.1941984314702268, "train_lr": 0.0011764881051356886, "train_wd": 0.2558522657934116, "train_acc": 0.7083520683453237, "train_nmi": 0.7078110723282791, "train_ari": 0.29462120251907975, "train_fscore": 0.30504410643879815, "train_adjacc": -1, "epoch": 123}
{"train_loss": 5.137888748168969, "train_cls": 2.9705832258870393, "train_patch": 2.167305521768995, "train_lr": 0.0011647436220273062, "train_wd": 0.25861661249511775, "train_acc": 0.7108407024380495, "train_nmi": 0.707952653160647, "train_ari": 0.2944746028910636, "train_fscore": 0.30497703064283005, "train_adjacc": -1, "epoch": 124}
{"train_loss": 5.180184329198085, "train_cls": 2.9759997002301004, "train_patch": 2.2041846287089117, "train_lr": 0.0011529880454325897, "train_wd": 0.2613811776497473, "train_acc": 0.7097462654876099, "train_nmi": 0.7080439345281886, "train_ari": 0.29391735820014375, "train_fscore": 0.30461657863635244, "train_adjacc": -1, "epoch": 125}
{"train_loss": 5.159476188420177, "train_cls": 2.979197384278885, "train_patch": 2.180278804223928, "train_lr": 0.001141223389609071, "train_wd": 0.26414552470041375, "train_acc": 0.7101849770183853, "train_nmi": 0.7087782291476277, "train_ari": 0.29407261113402827, "train_fscore": 0.30482743703044696, "train_adjacc": -1, "epoch": 126}
{"train_loss": 5.167117728800368, "train_cls": 2.9763427524761163, "train_patch": 2.1907749768423974, "train_lr": 0.0011294516703699684, "train_wd": 0.2669092171246754, "train_acc": 0.7106580360711431, "train_nmi": 0.7091895687179393, "train_ari": 0.2941220954158131, "train_fscore": 0.30493229727432275, "train_adjacc": -1, "epoch": 127}
{"train_loss": 5.201380996067795, "train_cls": 2.979621447776135, "train_patch": 2.2217595478047807, "train_lr": 0.001117674904738758, "train_wd": 0.2696718185034573, "train_acc": 0.7127836793065547, "train_nmi": 0.7093260075259745, "train_ari": 0.2938871728241839, "train_fscore": 0.3048385137480742, "train_adjacc": -1, "epoch": 128}
{"train_loss": 5.185970788343633, "train_cls": 2.979783751774761, "train_patch": 2.206187035898856, "train_lr": 0.0011058951106036178, "train_wd": 0.2724328925899793, "train_acc": 0.714373032823741, "train_nmi": 0.7100182538342156, "train_ari": 0.29416545812162836, "train_fscore": 0.305324161949428, "train_adjacc": -1, "epoch": 129}
{"train_loss": 5.155037188332239, "train_cls": 2.978744003489959, "train_patch": 2.1762931850038285, "train_lr": 0.0010941143063716153, "train_wd": 0.27519200337863403, "train_acc": 0.7166149892585931, "train_nmi": 0.7102982822077095, "train_ari": 0.29383109160149584, "train_fscore": 0.3051229255033052, "train_adjacc": -1, "epoch": 130}
{"train_loss": 5.170722135352335, "train_cls": 2.97964105505398, "train_patch": 2.1910810805358394, "train_lr": 0.0010823345106229236, "train_wd": 0.2779487151738439, "train_acc": 0.717761728117506, "train_nmi": 0.710608366770801, "train_ari": 0.2941639396695706, "train_fscore": 0.3055299984022787, "train_adjacc": -1, "epoch": 131}
{"train_loss": 5.174813832012679, "train_cls": 2.9773776458128154, "train_patch": 2.197436186952515, "train_lr": 0.0010705577417648919, "train_wd": 0.28070259265886016, "train_acc": 0.7172152902677857, "train_nmi": 0.7113635096848866, "train_ari": 0.29469903619801285, "train_fscore": 0.3061478036835265, "train_adjacc": -1, "epoch": 132}
{"train_loss": 5.17069462002765, "train_cls": 2.975398761807657, "train_patch": 2.1952958574003394, "train_lr": 0.0010587860176862385, "train_wd": 0.2834532009645028, "train_acc": 0.7195111098621103, "train_nmi": 0.7118223669531406, "train_ari": 0.2950249368287778, "train_fscore": 0.30656771659654447, "train_adjacc": -1, "epoch": 133}
{"train_loss": 5.170243518202187, "train_cls": 2.9741524323526263, "train_patch": 2.1960910861265006, "train_lr": 0.0010470213554112848, "train_wd": 0.28620010573783555, "train_acc": 0.721134810901279, "train_nmi": 0.7122838299254796, "train_ari": 0.29503487072480117, "train_fscore": 0.30677267282633713, "train_adjacc": -1, "epoch": 134}
{"train_loss": 5.172412480956478, "train_cls": 2.9721357556972667, "train_patch": 2.2002767249100583, "train_lr": 0.001035265770754348, "train_wd": 0.2889428732107509, "train_acc": 0.7232385966227018, "train_nmi": 0.7126050895300582, "train_ari": 0.294797186181289, "train_fscore": 0.3068320833730632, "train_adjacc": -1, "epoch": 135}
{"train_loss": 5.16583115043793, "train_cls": 2.972080228528638, "train_patch": 2.193750921929394, "train_lr": 0.0010235212779743388, "train_wd": 0.29168107026846973, "train_acc": 0.7249114770683454, "train_nmi": 0.7134247983715869, "train_ari": 0.29485918473732314, "train_fscore": 0.30716616639175615, "train_adjacc": -1, "epoch": 136}
{"train_loss": 5.160681639176359, "train_cls": 2.971529814862102, "train_patch": 2.1891518247460455, "train_lr": 0.0010117898894296347, "train_wd": 0.2944142645179352, "train_acc": 0.726294745453637, "train_nmi": 0.7135570553644597, "train_ari": 0.2947562442152677, "train_fscore": 0.3072124255226302, "train_adjacc": -1, "epoch": 137}
{"train_loss": 5.157179747065671, "train_cls": 2.9687329440516868, "train_patch": 2.1884468033236804, "train_lr": 0.0010000736152332719, "train_wd": 0.29714202435609, "train_acc": 0.7269598383792966, "train_nmi": 0.7136506567244542, "train_ari": 0.2946897962667018, "train_fscore": 0.30719172866880085, "train_adjacc": -1, "epoch": 138}
{"train_loss": 5.156234445632529, "train_cls": 2.9659016811200303, "train_patch": 2.1903327641134664, "train_lr": 0.000988374462908513, "train_wd": 0.29986391903803505, "train_acc": 0.7284992318645084, "train_nmi": 0.7141150122571845, "train_ari": 0.2954588239019676, "train_fscore": 0.30799125258471177, "train_adjacc": -1, "epoch": 139}
{"train_loss": 5.157222355509714, "train_cls": 2.962955983735317, "train_patch": 2.1942663714922457, "train_lr": 0.0009766944370448905, "train_wd": 0.30257951874504646, "train_acc": 0.7286897044864109, "train_nmi": 0.7148302397991613, "train_ari": 0.2955088944188064, "train_fscore": 0.3081144131884988, "train_adjacc": -1, "epoch": 140}
{"train_loss": 5.1442269026149186, "train_cls": 2.959287124394858, "train_patch": 2.184939778281851, "train_lr": 0.0009650355389546955, "train_wd": 0.30528839465245133, "train_acc": 0.7311611648181455, "train_nmi": 0.7154079302953766, "train_ari": 0.295479979712516, "train_fscore": 0.30826849888839836, "train_adjacc": -1, "epoch": 141}
{"train_loss": 5.1436587045494795, "train_cls": 2.9585511868969974, "train_patch": 2.1851075173241736, "train_lr": 0.0009533997663301027, "train_wd": 0.30799011899734086, "train_acc": 0.7312228342326139, "train_nmi": 0.7153604219988399, "train_ari": 0.29513333267427966, "train_fscore": 0.3079903385519967, "train_adjacc": -1, "epoch": 142}
{"train_loss": 5.153623435163884, "train_cls": 2.9551019974508517, "train_patch": 2.19852143812472, "train_lr": 0.0009417891129008526, "train_wd": 0.31068426514612024, "train_acc": 0.7322813624100719, "train_nmi": 0.7161902327078772, "train_ari": 0.295677529893219, "train_fscore": 0.30861970673760003, "train_adjacc": -1, "epoch": 143}
{"train_loss": 5.147990650821218, "train_cls": 2.9524669508270316, "train_patch": 2.1955237007460933, "train_lr": 0.0009302055680926335, "train_wd": 0.3133704076618834, "train_acc": 0.7341806242505995, "train_nmi": 0.7164376040584638, "train_ari": 0.2962022800255139, "train_fscore": 0.30917083244322263, "train_adjacc": -1, "epoch": 144}
{"train_loss": 5.140635092341475, "train_cls": 2.947140684929028, "train_patch": 2.1934944081301095, "train_lr": 0.0009186511166862164, "train_wd": 0.31604812237158664, "train_acc": 0.7356255620503597, "train_nmi": 0.7169589313894057, "train_ari": 0.296658085332055, "train_fscore": 0.30962637219147093, "train_adjacc": -1, "epoch": 145}
{"train_loss": 5.155679880146333, "train_cls": 2.944662683548854, "train_patch": 2.211017196535689, "train_lr": 0.0009071277384773686, "train_wd": 0.3187169864330381, "train_acc": 0.7356458583133493, "train_nmi": 0.7174637214201479, "train_ari": 0.29723239106779764, "train_fscore": 0.31021331974234123, "train_adjacc": -1, "epoch": 146}
{"train_loss": 5.117231372815313, "train_cls": 2.9425196579391724, "train_patch": 2.1747117150198223, "train_lr": 0.0008956374079376262, "train_wd": 0.3213765784016621, "train_acc": 0.7364093100519584, "train_nmi": 0.7174537441347171, "train_ari": 0.2969433538564171, "train_fscore": 0.3099867741654544, "train_adjacc": -1, "epoch": 147}
{"train_loss": 5.130881478365281, "train_cls": 2.9404779335128057, "train_patch": 2.1904035453668995, "train_lr": 0.0008841820938759696, "train_wd": 0.32402647829705783, "train_acc": 0.7370463004596323, "train_nmi": 0.7174214498054837, "train_ari": 0.2966974197252552, "train_fscore": 0.3098258730918462, "train_adjacc": -1, "epoch": 148}
{"train_loss": 5.127126755751223, "train_cls": 2.9348910889840667, "train_patch": 2.1922356664768152, "train_lr": 0.0008727637591014936, "train_wd": 0.32666626766931045, "train_acc": 0.737009611061151, "train_nmi": 0.7178512622403214, "train_ari": 0.29713868232121, "train_fscore": 0.31032276960594585, "train_adjacc": -1, "epoch": 149}
{"train_loss": 5.133109167486214, "train_cls": 2.932164412265797, "train_patch": 2.20094475617333, "train_lr": 0.0008613843600870809, "train_wd": 0.3292955296650788, "train_acc": 0.7386294089728217, "train_nmi": 0.7180494472781638, "train_ari": 0.29729186724317136, "train_fscore": 0.31052210645984524, "train_adjacc": -1, "epoch": 150}
{"train_loss": 5.098196098692626, "train_cls": 2.929887205995113, "train_patch": 2.168308892540431, "train_lr": 0.000850045846634171, "train_wd": 0.3319138490934139, "train_acc": 0.7399939423461231, "train_nmi": 0.7184698356509271, "train_ari": 0.2978527317566268, "train_fscore": 0.3111059993625192, "train_adjacc": -1, "epoch": 151}
{"train_loss": 5.105928609881708, "train_cls": 2.9255026836100098, "train_patch": 2.180425926999038, "train_lr": 0.0008387501615386735, "train_wd": 0.3345208124913252, "train_acc": 0.7411945443645084, "train_nmi": 0.7190270536906571, "train_ari": 0.29803853960760235, "train_fscore": 0.311442146901282, "train_adjacc": -1, "epoch": 152}
{"train_loss": 5.115618939891898, "train_cls": 2.9213910313824907, "train_patch": 2.1942279079231435, "train_lr": 0.000827499240258078, "train_wd": 0.33711600818907145, "train_acc": 0.7402429618804957, "train_nmi": 0.7190282999311688, "train_ari": 0.298157596881267, "train_fscore": 0.3115907091157701, "train_adjacc": -1, "epoch": 153}
{"train_loss": 5.115399437774118, "train_cls": 2.9149458230131393, "train_patch": 2.200453614455005, "train_lr": 0.0008162950105798259, "train_wd": 0.3396990263751673, "train_acc": 0.7421789131195043, "train_nmi": 0.7198355825219994, "train_ari": 0.2989088462568953, "train_fscore": 0.3123524612693362, "train_adjacc": -1, "epoch": 154}
{"train_loss": 5.08667423250042, "train_cls": 2.912127426101102, "train_patch": 2.17454680684674, "train_lr": 0.0008051393922909925, "train_wd": 0.3422694591610985, "train_acc": 0.743896289218625, "train_nmi": 0.7197823114933463, "train_ari": 0.29903436942719774, "train_fscore": 0.312447002561615, "train_adjacc": -1, "epoch": 155}
{"train_loss": 5.099572764404362, "train_cls": 2.9086390456347035, "train_patch": 2.190933718957263, "train_lr": 0.0007940342968493448, "train_wd": 0.3448269006457298, "train_acc": 0.7436753722022382, "train_nmi": 0.7200197484709498, "train_ari": 0.2990057649375986, "train_fscore": 0.31244265552450295, "train_adjacc": -1, "epoch": 156}
{"train_loss": 5.082749904792228, "train_cls": 2.902219288502273, "train_patch": 2.1805306163137788, "train_lr": 0.000782981627055817, "train_wd": 0.34737094697940535, "train_acc": 0.7458470723421263, "train_nmi": 0.7209026961764436, "train_ari": 0.29983179611041394, "train_fscore": 0.3133328981814486, "train_adjacc": -1, "epoch": 157}
{"train_loss": 5.04697789702353, "train_cls": 2.8971204301052027, "train_patch": 2.1498574664642054, "train_lr": 0.0007719832767284765, "train_wd": 0.34990119642771594, "train_acc": 0.7473646083133493, "train_nmi": 0.7209981412731933, "train_ari": 0.29990660269069075, "train_fscore": 0.3134505085706807, "train_adjacc": -1, "epoch": 158}
{"train_loss": 5.071653288087066, "train_cls": 2.8926377898211673, "train_patch": 2.1790154976182157, "train_lr": 0.0007610411303780366, "train_wd": 0.352417249434943, "train_acc": 0.74708982813749, "train_nmi": 0.7211535669455453, "train_ari": 0.3000390147672788, "train_fscore": 0.3135999411570133, "train_adjacc": -1, "epoch": 159}
{"train_loss": 5.080835943653001, "train_cls": 2.8895425379460904, "train_patch": 2.191293405684576, "train_lr": 0.0007501570628849389, "train_wd": 0.3549187086871499, "train_acc": 0.7484871477817746, "train_nmi": 0.7212976505516628, "train_ari": 0.3000747990507631, "train_fscore": 0.31374353740702265, "train_adjacc": -1, "epoch": 160}
{"train_loss": 5.04395562753403, "train_cls": 2.8841548145820886, "train_patch": 2.1598008129232786, "train_lr": 0.0007393329391781208, "train_wd": 0.35740517917492254, "train_acc": 0.7503036633193445, "train_nmi": 0.7221961986582469, "train_ari": 0.3005818742835219, "train_fscore": 0.314345565819184, "train_adjacc": -1, "epoch": 161}
{"train_loss": 5.055988200303676, "train_cls": 2.8788167959053834, "train_patch": 2.177171404231533, "train_lr": 0.0007285706139154535, "train_wd": 0.35987626825574626, "train_acc": 0.7516221397881695, "train_nmi": 0.7223698166096293, "train_ari": 0.3006441364218365, "train_fscore": 0.31444025143267224, "train_adjacc": -1, "epoch": 162}
{"train_loss": 5.048619316618362, "train_cls": 2.874860218528816, "train_patch": 2.1737590980225447, "train_lr": 0.0007178719311659698, "train_wd": 0.3623315857160106, "train_acc": 0.7528406961930456, "train_nmi": 0.7227372707197408, "train_ari": 0.3009013856481831, "train_fscore": 0.3147086362653278, "train_adjacc": -1, "epoch": 163}
{"train_loss": 5.039083305150747, "train_cls": 2.8682710710558577, "train_patch": 2.170812234223681, "train_lr": 0.000707238724093881, "train_wd": 0.3647707438326247, "train_acc": 0.7544448815947242, "train_nmi": 0.7231064536056261, "train_ari": 0.3013426405127031, "train_fscore": 0.3151369189170435, "train_adjacc": -1, "epoch": 164}
{"train_loss": 5.026773278087044, "train_cls": 2.865378605886746, "train_patch": 2.1613946731747995, "train_lr": 0.0006966728146444764, "train_wd": 0.3671933574342463, "train_acc": 0.7544152178257394, "train_nmi": 0.7233006225245131, "train_ari": 0.3012148842129646, "train_fscore": 0.3150350465348541, "train_adjacc": -1, "epoch": 165}
{"train_loss": 5.038589730989828, "train_cls": 2.8590826228347352, "train_patch": 2.1795071088950886, "train_lr": 0.0006861760132319493, "train_wd": 0.36959904396210436, "train_acc": 0.755462817246203, "train_nmi": 0.7236629966551728, "train_ari": 0.30147248462245135, "train_fscore": 0.3152824713767775, "train_adjacc": -1, "epoch": 166}
{"train_loss": 5.025983135780985, "train_cls": 2.8506084729662, "train_patch": 2.1753746632428514, "train_lr": 0.0006757501184291822, "train_wd": 0.37198742353040853, "train_acc": 0.756832034372502, "train_nmi": 0.7238547734574816, "train_ari": 0.30151697905966585, "train_fscore": 0.3153375907169494, "train_adjacc": -1, "epoch": 167}
{"train_loss": 5.047825380081801, "train_cls": 2.8459942328730983, "train_patch": 2.2018311476189014, "train_lr": 0.0006653969166595786, "train_wd": 0.3743581189863374, "train_acc": 0.756839840627498, "train_nmi": 0.7245310216134871, "train_ari": 0.30182279838515247, "train_fscore": 0.3156941901780393, "train_adjacc": -1, "epoch": 168}
{"train_loss": 5.021759381188716, "train_cls": 2.8397421715654536, "train_patch": 2.1820172095048926, "train_lr": 0.0006551181818909626, "train_wd": 0.3767107559695971, "train_acc": 0.7575611385891287, "train_nmi": 0.7248446282125737, "train_ari": 0.3022379960286149, "train_fscore": 0.3161159592567156, "train_adjacc": -1, "epoch": 169}
{"train_loss": 5.013033069884606, "train_cls": 2.8347120365257457, "train_patch": 2.1783210331135594, "train_lr": 0.000644915675331621, "train_wd": 0.3790449629715364, "train_acc": 0.7585049148181455, "train_nmi": 0.7251156598668986, "train_ari": 0.30241350713114146, "train_fscore": 0.3162926817678379, "train_adjacc": -1, "epoch": 170}
{"train_loss": 5.00664890608151, "train_cls": 2.8272747967725724, "train_patch": 2.179374109063637, "train_lr": 0.0006347911451285322, "train_wd": 0.38136037139380835, "train_acc": 0.7603128434752199, "train_nmi": 0.7251479949839433, "train_ari": 0.30243850372302417, "train_fscore": 0.316269036990431, "train_adjacc": -1, "epoch": 171}
{"train_loss": 5.01070476592266, "train_cls": 2.822929678816828, "train_patch": 2.187775088275383, "train_lr": 0.0006247463260678229, "train_wd": 0.3836566156065837, "train_acc": 0.7604853617106315, "train_nmi": 0.725564723862001, "train_ari": 0.30280593636352754, "train_fscore": 0.3166602055911036, "train_adjacc": -1, "epoch": 172}
{"train_loss": 4.98105608535518, "train_cls": 2.815227087366757, "train_patch": 2.165828998557193, "train_lr": 0.0006147829392775295, "train_wd": 0.3859333330062813, "train_acc": 0.7621941509292566, "train_nmi": 0.7256398876179884, "train_ari": 0.30275011360310977, "train_fscore": 0.3166181954158768, "train_adjacc": -1, "epoch": 173}
{"train_loss": 4.97262288747336, "train_cls": 2.812330780759287, "train_patch": 2.1602921058490074, "train_lr": 0.0006049026919326875, "train_wd": 0.38819016407283186, "train_acc": 0.7628959332533973, "train_nmi": 0.7260059574024532, "train_ari": 0.30305836209627157, "train_fscore": 0.3169534281857252, "train_adjacc": -1, "epoch": 174}
{"train_loss": 4.978229503780842, "train_cls": 2.804222620072232, "train_patch": 2.174006883841124, "train_lr": 0.0005951072769628149, "train_wd": 0.3904267524264474, "train_acc": 0.7638350257294164, "train_nmi": 0.7265341726576826, "train_ari": 0.30341929717380783, "train_fscore": 0.3173156770228308, "train_adjacc": -1, "epoch": 175}
{"train_loss": 4.957169225851861, "train_cls": 2.7974738901366387, "train_patch": 2.1596953350139394, "train_lr": 0.0005853983727618389, "train_wd": 0.39264274488390094, "train_acc": 0.7658100082434053, "train_nmi": 0.7267594326480589, "train_ari": 0.30354728047842916, "train_fscore": 0.31749311257856166, "train_adjacc": -1, "epoch": 176}
{"train_loss": 4.952827984852781, "train_cls": 2.7915660653123373, "train_patch": 2.1612619192352134, "train_lr": 0.0005757776429005139, "train_wd": 0.39483779151429266, "train_acc": 0.7659723783473221, "train_nmi": 0.7271290707839656, "train_ari": 0.3036053584806261, "train_fscore": 0.31756834676430984, "train_adjacc": -1, "epoch": 177}
{"train_loss": 4.945985450125713, "train_cls": 2.783577698158572, "train_patch": 2.1624077542288176, "train_lr": 0.000566246735841373, "train_wd": 0.39701154569431596, "train_acc": 0.7676585294264588, "train_nmi": 0.7275892706895688, "train_ari": 0.3042455391397876, "train_fscore": 0.3181723890706897, "train_adjacc": -1, "epoch": 178}
{"train_loss": 4.949683738212815, "train_cls": 2.776210310637391, "train_patch": 2.1734734272381826, "train_lr": 0.0005568072846562774, "train_wd": 0.399163664162986, "train_acc": 0.7686507044364509, "train_nmi": 0.7278260490122284, "train_ari": 0.30448090765122304, "train_fscore": 0.3184066716757533, "train_adjacc": -1, "epoch": 179}
{"train_loss": 4.924417977388814, "train_cls": 2.770165004016315, "train_patch": 2.1542529730992817, "train_lr": 0.0005474609067465927, "train_wd": 0.4012938070758483, "train_acc": 0.7690964415967226, "train_nmi": 0.7282155514499036, "train_ari": 0.3047437554977719, "train_fscore": 0.318681923848204, "train_adjacc": -1, "epoch": 180}
{"train_loss": 4.923348223678857, "train_cls": 2.763416174164922, "train_patch": 2.1599320502613755, "train_lr": 0.000538209203566057, "train_wd": 0.40340163805864254, "train_acc": 0.7703774480415667, "train_nmi": 0.7284244408452064, "train_ari": 0.3049045608320487, "train_fscore": 0.31885703837644136, "train_adjacc": -1, "epoch": 181}
{"train_loss": 4.9190482833057185, "train_cls": 2.7556303030864107, "train_patch": 2.1634179796676616, "train_lr": 0.0005290537603463841, "train_wd": 0.405486824260423, "train_acc": 0.772064379746203, "train_nmi": 0.7285804925950226, "train_ari": 0.30510404036006017, "train_fscore": 0.31906151444156644, "train_adjacc": -1, "epoch": 182}
{"train_loss": 4.892999372911825, "train_cls": 2.746910888773146, "train_patch": 2.146088484985133, "train_lr": 0.0005199961458256364, "train_wd": 0.4075490364061164, "train_acc": 0.7745334982014388, "train_nmi": 0.7292944021919274, "train_ari": 0.3055580230238619, "train_fscore": 0.3195710530916259, "train_adjacc": -1, "epoch": 183}
{"train_loss": 4.9106192006517375, "train_cls": 2.7396897867107564, "train_patch": 2.170929413701264, "train_lr": 0.0005110379119794328, "train_wd": 0.40958794884851907, "train_acc": 0.7748356002697842, "train_nmi": 0.7294234208421946, "train_ari": 0.30593346329090765, "train_fscore": 0.31992062337986427, "train_adjacc": -1, "epoch": 184}
{"train_loss": 4.889057575626006, "train_cls": 2.7313699518902887, "train_patch": 2.1576876234103866, "train_lr": 0.0005021805937550263, "train_wd": 0.41160323961971934, "train_acc": 0.7756747726818545, "train_nmi": 0.7297618567736864, "train_ari": 0.30612273622247493, "train_fscore": 0.32014174836469955, "train_adjacc": -1, "epoch": 185}
{"train_loss": 4.882954344921689, "train_cls": 2.723876873853145, "train_patch": 2.1590774699689734, "train_lr": 0.0004934257088082993, "train_wd": 0.4135945904819429, "train_acc": 0.7771657673860911, "train_nmi": 0.7301914278659928, "train_ari": 0.30661548907887587, "train_fscore": 0.32062053517346834, "train_adjacc": -1, "epoch": 186}
{"train_loss": 4.861744097969253, "train_cls": 2.717246664414029, "train_patch": 2.144497433375064, "train_lr": 0.0004847747572437124, "train_wd": 0.41556168697780543, "train_acc": 0.7790400492106315, "train_nmi": 0.730539475965573, "train_ari": 0.3069195655393719, "train_fscore": 0.3209724716126716, "train_adjacc": -1, "epoch": 187}
{"train_loss": 4.8576792091411125, "train_cls": 2.709392891782853, "train_patch": 2.14828631728158, "train_lr": 0.0004762292213572845, "train_wd": 0.41750421847996505, "train_acc": 0.78019537495004, "train_nmi": 0.7308762796021527, "train_ari": 0.307251793434107, "train_fscore": 0.32129823038974564, "train_adjacc": -1, "epoch": 188}
{"train_loss": 4.825823125814338, "train_cls": 2.6996387545463087, "train_patch": 2.12618437182191, "train_lr": 0.00046779056538259647, "train_wd": 0.41942187824018023, "train_acc": 0.7820353092525979, "train_nmi": 0.7311758293723462, "train_ari": 0.307293059751062, "train_fscore": 0.32139206364468825, "train_adjacc": -1, "epoch": 189}
{"train_loss": 4.8520246357243835, "train_cls": 2.6926483067123295, "train_patch": 2.1593763284715743, "train_lr": 0.00045946023523990755, "train_wd": 0.42131436343774387, "train_acc": 0.7822858900379697, "train_nmi": 0.7316153384029616, "train_ari": 0.3077370173833612, "train_fscore": 0.3218490667949988, "train_adjacc": -1, "epoch": 190}
{"train_loss": 4.833870263569218, "train_cls": 2.6834073625579418, "train_patch": 2.1504629019909887, "train_lr": 0.00045123965828840147, "train_wd": 0.4231813752273048, "train_acc": 0.7844630545563549, "train_nmi": 0.7319445433858007, "train_ari": 0.3079807052407227, "train_fscore": 0.32212247997413496, "train_adjacc": -1, "epoch": 191}
{"train_loss": 4.838765212415839, "train_cls": 2.67696946118024, "train_patch": 2.1617957512236874, "train_lr": 0.0004431302430816218, "train_wd": 0.4250226187860599, "train_acc": 0.7847058290867306, "train_nmi": 0.7320774864482847, "train_ari": 0.3079366375343252, "train_fscore": 0.32211688573804687, "train_adjacc": -1, "epoch": 192}
{"train_loss": 4.819987430302002, "train_cls": 2.667569987222755, "train_patch": 2.1524174428581415, "train_lr": 0.00043513337912611286, "train_wd": 0.42683780336030575, "train_acc": 0.7868907998601119, "train_nmi": 0.7325951070768205, "train_ari": 0.30826814208571046, "train_fscore": 0.3224478814448523, "train_adjacc": -1, "epoch": 193}
{"train_loss": 4.793744954735422, "train_cls": 2.658476867494907, "train_patch": 2.135268087352929, "train_lr": 0.0004272504366433505, "train_wd": 0.4286266423113554, "train_acc": 0.7887603979316546, "train_nmi": 0.7331038085727967, "train_ari": 0.3087067111724101, "train_fscore": 0.3228937785407474, "train_adjacc": -1, "epoch": 194}
{"train_loss": 4.792621908171905, "train_cls": 2.6499957726042953, "train_patch": 2.1426261352586575, "train_lr": 0.0004194827663349437, "train_wd": 0.43038885316080233, "train_acc": 0.7899851993405276, "train_nmi": 0.7333019442679235, "train_ari": 0.30863226616612893, "train_fscore": 0.3228696521565599, "train_adjacc": -1, "epoch": 195}
{"train_loss": 4.7961828227041, "train_cls": 2.640860250194391, "train_patch": 2.1553225729586205, "train_lr": 0.0004118316991512141, "train_wd": 0.43212415763512435, "train_acc": 0.7907275741906474, "train_nmi": 0.7336342612644132, "train_ari": 0.3089605153410071, "train_fscore": 0.32321556445083227, "train_adjacc": -1, "epoch": 196}
{"train_loss": 4.782116583651966, "train_cls": 2.6337498902193577, "train_patch": 2.148366693216715, "train_lr": 0.00040429854606313393, "train_wd": 0.4338322817096299, "train_acc": 0.7918469911570744, "train_nmi": 0.733696278719246, "train_ari": 0.30894643437125513, "train_fscore": 0.32319744726737615, "train_adjacc": -1, "epoch": 197}
{"train_loss": 4.779756825077805, "train_cls": 2.624954055722276, "train_patch": 2.1548027692423712, "train_lr": 0.0003968845978377055, "train_wd": 0.4355129556517248, "train_acc": 0.79396482813749, "train_nmi": 0.7342502115137891, "train_ari": 0.30950096625466234, "train_fscore": 0.32377582256572474, "train_adjacc": -1, "epoch": 198}
{"train_loss": 4.764670412192385, "train_cls": 2.616037061959088, "train_patch": 2.1486333492625174, "train_lr": 0.0003895911248167891, "train_wd": 0.4371659140635125, "train_acc": 0.7950132081834532, "train_nmi": 0.7345102062614405, "train_ari": 0.3095992776518114, "train_fscore": 0.32391475587863816, "train_adjacc": -1, "epoch": 199}
{"train_loss": 4.752182684904285, "train_cls": 2.6061559843061732, "train_patch": 2.1460267006941467, "train_lr": 0.00038241937669944036, "train_wd": 0.4387908959236972, "train_acc": 0.7969444756694645, "train_nmi": 0.7347348024955672, "train_ari": 0.3096611845463813, "train_fscore": 0.3239630408273911, "train_adjacc": -1, "epoch": 200}
{"train_loss": 4.74925234683936, "train_cls": 2.598074638071082, "train_patch": 2.151177708244176, "train_lr": 0.0003753705823277796, "train_wd": 0.4403876446288059, "train_acc": 0.7981318070543565, "train_nmi": 0.7350249616785038, "train_ari": 0.3097983441519557, "train_fscore": 0.32414203562586275, "train_adjacc": -1, "epoch": 201}
{"train_loss": 4.743809461861634, "train_cls": 2.588914309197264, "train_patch": 2.15489515222886, "train_lr": 0.00036844594947643407, "train_wd": 0.4419559080337069, "train_acc": 0.8003440997202238, "train_nmi": 0.7355240640481336, "train_ari": 0.31021134218854896, "train_fscore": 0.3245772541036692, "train_adjacc": -1, "epoch": 202}
{"train_loss": 4.7289582071997085, "train_cls": 2.5811331732724185, "train_patch": 2.147825033659284, "train_lr": 0.0003616466646455962, "train_wd": 0.4434954384914305, "train_acc": 0.8011746852517986, "train_nmi": 0.7354861131713814, "train_ari": 0.3100368454943884, "train_fscore": 0.32444220282906483, "train_adjacc": -1, "epoch": 203}
{"train_loss": 4.716476986671594, "train_cls": 2.571003197142177, "train_patch": 2.145473789458694, "train_lr": 0.0003549738928577169, "train_wd": 0.4450059928922687, "train_acc": 0.8026961243505196, "train_nmi": 0.7359251852537231, "train_ari": 0.3102555160716673, "train_fscore": 0.3246976183446602, "train_adjacc": -1, "epoch": 204}
{"train_loss": 4.705030259870583, "train_cls": 2.563748291107736, "train_patch": 2.1412819687546576, "train_lr": 0.00034842877745789154, "train_wd": 0.4464873327021714, "train_acc": 0.8032901803557154, "train_nmi": 0.7359616960615947, "train_ari": 0.31034366785102036, "train_fscore": 0.32477558686559804, "train_adjacc": -1, "epoch": 205}
{"train_loss": 4.6767149413649225, "train_cls": 2.5444469098716405, "train_patch": 2.132268031102439, "train_lr": 0.00033572597964429796, "train_wd": 0.4493614375165216, "train_acc": 0.807769409472422, "train_nmi": 0.7367012302723254, "train_ari": 0.3108287370742555, "train_fscore": 0.3253175771767917, "train_adjacc": -1, "epoch": 207}
{"train_loss": 4.670749965179667, "train_cls": 2.53654080839585, "train_patch": 2.134209157043635, "train_lr": 0.0003295704737895403, "train_wd": 0.4507537486665005, "train_acc": 0.8087155275779376, "train_nmi": 0.7370018369023561, "train_ari": 0.31104031009730193, "train_fscore": 0.32555133007113685, "train_adjacc": -1, "epoch": 208}
{"train_loss": 4.659073510344961, "train_cls": 2.5262095082988987, "train_patch": 2.1328640023304475, "train_lr": 0.00032354697706791716, "train_wd": 0.4521159375882756, "train_acc": 0.8101955935251799, "train_nmi": 0.7370569143189118, "train_ari": 0.3110807719722856, "train_fscore": 0.3255795160110334, "train_adjacc": -1, "epoch": 209}
{"train_loss": 4.6635583307352855, "train_cls": 2.51681540945588, "train_patch": 2.146742920348083, "train_lr": 0.0003176565215745821, "train_wd": 0.4534477891764285, "train_acc": 0.8110901903477218, "train_nmi": 0.7374057591326267, "train_ari": 0.3112787793321456, "train_fscore": 0.325811589321989, "train_adjacc": -1, "epoch": 210}
{"train_loss": 4.636936737767917, "train_cls": 2.508998314171827, "train_patch": 2.1279384222910473, "train_lr": 0.00031190011660875937, "train_wd": 0.4547490931161529, "train_acc": 0.8132111498301359, "train_nmi": 0.7377626173263305, "train_ari": 0.31170633714685875, "train_fscore": 0.32627677743602546, "train_adjacc": -1, "epoch": 211}
{"train_loss": 4.63629036935435, "train_cls": 2.501338609261252, "train_patch": 2.1349517594096805, "train_lr": 0.00030627874850080756, "train_wd": 0.45601964391647065, "train_acc": 0.8138582883693045, "train_nmi": 0.7379795731321789, "train_ari": 0.31150482532936763, "train_fscore": 0.3261182611210699, "train_adjacc": -1, "epoch": 212}
{"train_loss": 4.631027177422881, "train_cls": 2.4920339971962426, "train_patch": 2.13899318026014, "train_lr": 0.00030079338044321094, "train_wd": 0.4572592409426823, "train_acc": 0.8157380345723422, "train_nmi": 0.7379579710491225, "train_ari": 0.3115750727718253, "train_fscore": 0.3261883938694937, "train_adjacc": -1, "epoch": 213}
{"train_loss": 4.605510819944547, "train_cls": 2.48283170669047, "train_patch": 2.1226791139110643, "train_lr": 0.00029544495232554884, "train_wd": 0.4584676884480474, "train_acc": 0.8178870965727418, "train_nmi": 0.738305062213686, "train_ari": 0.3118129494066494, "train_fscore": 0.3264599819566509, "train_adjacc": -1, "epoch": 214}
{"train_loss": 4.622220473085567, "train_cls": 2.4753876012570553, "train_patch": 2.146832872182875, "train_lr": 0.0002902343805734449, "train_wd": 0.45964479560469496, "train_acc": 0.8183929418964828, "train_nmi": 0.7385534182041361, "train_ari": 0.31200354161693555, "train_fscore": 0.3266437917651021, "train_adjacc": -1, "epoch": 215}
{"train_loss": 4.600507105610592, "train_cls": 2.4651922387548155, "train_patch": 2.1353148675213256, "train_lr": 0.0002851625579915455, "train_wd": 0.46079037653376187, "train_acc": 0.8200814348521183, "train_nmi": 0.7387117101735367, "train_ari": 0.31199607059259765, "train_fscore": 0.326663866414419, "train_adjacc": -1, "epoch": 216}
{"train_loss": 4.593177468626857, "train_cls": 2.4571741708784365, "train_patch": 2.136003296493257, "train_lr": 0.0002802303536105388, "train_wd": 0.46190425033473825, "train_acc": 0.8212804756195043, "train_nmi": 0.7388542226454845, "train_ari": 0.3122388230102649, "train_fscore": 0.32689835567700676, "train_adjacc": -1, "epoch": 217}
{"train_loss": 4.572562442364381, "train_cls": 2.4503407148952534, "train_patch": 2.1222217266978642, "train_lr": 0.00027543861253825626, "train_wd": 0.4629862411140383, "train_acc": 0.8224615620003997, "train_nmi": 0.7390393207977827, "train_ari": 0.3122876573777337, "train_fscore": 0.32696491647020565, "train_adjacc": -1, "epoch": 218}
{"train_loss": 4.566449201870546, "train_cls": 2.4415124145363993, "train_patch": 2.1249367864780146, "train_lr": 0.0002707881558148609, "train_wd": 0.4640361780127756, "train_acc": 0.8243171088129496, "train_nmi": 0.7395322233399617, "train_ari": 0.3127958994843873, "train_fscore": 0.3275225597032329, "train_adjacc": -1, "epoch": 219}
{"train_loss": 4.536929818586432, "train_cls": 2.432801321891846, "train_patch": 2.1041284961317728, "train_lr": 0.00026627978027217247, "train_wd": 0.4650538952337413, "train_acc": 0.8259111460831335, "train_nmi": 0.7396907002392724, "train_ari": 0.31269821587148827, "train_fscore": 0.32744945950202103, "train_adjacc": -1, "epoch": 220}
{"train_loss": 4.561951493825034, "train_cls": 2.4255524875959464, "train_patch": 2.1363990070613967, "train_lr": 0.0002619142583971311, "train_wd": 0.46603923206759035, "train_acc": 0.8261773393784972, "train_nmi": 0.7397330909367652, "train_ari": 0.3128150385291973, "train_fscore": 0.327557389453338, "train_adjacc": -1, "epoch": 221}
{"train_loss": 4.5421053902756015, "train_cls": 2.4163930740968276, "train_patch": 2.1257123155593813, "train_lr": 0.00025769233819943635, "train_wd": 0.4669920329182122, "train_acc": 0.8277698153976819, "train_nmi": 0.7400737201150861, "train_ari": 0.3130016221790381, "train_fscore": 0.3277375012145745, "train_adjacc": -1, "epoch": 222}
{"train_loss": 4.5486326235994925, "train_cls": 2.4104420379903035, "train_patch": 2.138190585021808, "train_lr": 0.0002536147430833791, "train_wd": 0.46791214732731057, "train_acc": 0.8286683153477218, "train_nmi": 0.7400519711874386, "train_ari": 0.3129431669875551, "train_fscore": 0.3277168865633493, "train_adjacc": -1, "epoch": 223}
{"train_loss": 4.532623718185223, "train_cls": 2.402222838763484, "train_patch": 2.1304008790078184, "train_lr": 0.0002496821717238922, "train_wd": 0.4687994299981499, "train_acc": 0.8308041067146283, "train_nmi": 0.7402414782069678, "train_ari": 0.31302373183235715, "train_fscore": 0.3278068236998883, "train_adjacc": -1, "epoch": 224}
{"train_loss": 4.506033439948547, "train_cls": 2.394281919196927, "train_patch": 2.1117515197830747, "train_lr": 0.0002458952979468312, "train_wd": 0.4696537408185125, "train_acc": 0.8322654376498801, "train_nmi": 0.7404364069631247, "train_ari": 0.31317580404678746, "train_fscore": 0.327982072350586, "train_adjacc": -1, "epoch": 225}
{"train_loss": 4.507840570026665, "train_cls": 2.3871492004881114, "train_patch": 2.1206913692876697, "train_lr": 0.00024225477061352448, "train_wd": 0.4704749448828185, "train_acc": 0.8329875162370104, "train_nmi": 0.7405923723422191, "train_ari": 0.31327180128517484, "train_fscore": 0.32808075022514455, "train_adjacc": -1, "epoch": 226}
{"train_loss": 4.513051404670584, "train_cls": 2.3807008660500415, "train_patch": 2.1323505386063974, "train_lr": 0.0002387612135095885, "train_wd": 0.47126291251342295, "train_acc": 0.834117081334932, "train_nmi": 0.7407555865451019, "train_ari": 0.313335889558699, "train_fscore": 0.3281744736271807, "train_adjacc": -1, "epoch": 227}
{"train_loss": 4.499939086485943, "train_cls": 2.374270530703435, "train_patch": 2.1256685560393476, "train_lr": 0.00023541522523804848, "train_wd": 0.4720175192811053, "train_acc": 0.8346838154476419, "train_nmi": 0.7407224317676878, "train_ari": 0.3133327351667398, "train_fscore": 0.3281452481337089, "train_adjacc": -1, "epoch": 228}
{"train_loss": 4.496794231090067, "train_cls": 2.3672007552610874, "train_patch": 2.1295934745127694, "train_lr": 0.00023221737911676885, "train_wd": 0.4727386460247088, "train_acc": 0.8363043939848122, "train_nmi": 0.7409677814052005, "train_ari": 0.3135541524698215, "train_fscore": 0.32840022593728235, "train_adjacc": -1, "epoch": 229}
{"train_loss": 4.484157107672174, "train_cls": 2.361143132165479, "train_patch": 2.1230139748113666, "train_lr": 0.00022916822308022126, "train_wd": 0.47342617886995797, "train_acc": 0.8365815160371702, "train_nmi": 0.7409271422167903, "train_ari": 0.3135448196976688, "train_fscore": 0.32840186971431423, "train_adjacc": -1, "epoch": 230}
{"train_loss": 4.475395950431422, "train_cls": 2.355263729842542, "train_patch": 2.120132219643413, "train_lr": 0.0002262682795855942, "train_wd": 0.47408000924744975, "train_acc": 0.8383387040367706, "train_nmi": 0.7411321928674585, "train_ari": 0.3136373970718447, "train_fscore": 0.32850718793449823, "train_adjacc": -1, "epoch": 231}
{"train_loss": 4.47385800693878, "train_cls": 2.349294087454248, "train_patch": 2.1245639189753196, "train_lr": 0.00022351804552327628, "train_wd": 0.4747000339097881, "train_acc": 0.8391927083333334, "train_nmi": 0.7411810260692806, "train_ari": 0.31363827649804643, "train_fscore": 0.32851055201158136, "train_adjacc": -1, "epoch": 232}
{"train_loss": 4.472134303230105, "train_cls": 2.3435424653653927, "train_patch": 2.1285918388593137, "train_lr": 0.00022091799213171752, "train_wd": 0.4752861549478896, "train_acc": 0.8404635666466826, "train_nmi": 0.741514482054787, "train_ari": 0.31381303240310116, "train_fscore": 0.32872727285000525, "train_adjacc": -1, "epoch": 233}
{"train_loss": 4.460056000095096, "train_cls": 2.339097991488207, "train_patch": 2.1209580081252217, "train_lr": 0.00021846856491668037, "train_wd": 0.4758382798064487, "train_acc": 0.8407196118105515, "train_nmi": 0.7413201987153818, "train_ari": 0.313698518089466, "train_fscore": 0.3285869418613023, "train_adjacc": -1, "epoch": 234}
{"train_loss": 4.454198179645933, "train_cls": 2.3349652061459247, "train_patch": 2.1192329731717003, "train_lr": 0.00021617018357490773, "train_wd": 0.47635632129854977, "train_acc": 0.841263707783773, "train_nmi": 0.7412785835601574, "train_ari": 0.31361214819682276, "train_fscore": 0.3285011614177729, "train_adjacc": -1, "epoch": 235}
{"train_loss": 4.447033610844093, "train_cls": 2.330770718288138, "train_patch": 2.1162628925365987, "train_lr": 0.00021402324192221203, "train_wd": 0.47684019761943514, "train_acc": 0.8415447329636291, "train_nmi": 0.7414330888409156, "train_ari": 0.3137127835976689, "train_fscore": 0.3285812508321796, "train_adjacc": -1, "epoch": 236}
{"train_loss": 4.446674606696569, "train_cls": 2.324400204014209, "train_patch": 2.122274401937898, "train_lr": 0.00021202810782599158, "train_wd": 0.4772898323594256, "train_acc": 0.8433292428557154, "train_nmi": 0.7414592352218332, "train_ari": 0.31360798202804885, "train_fscore": 0.328524397819155, "train_adjacc": -1, "epoch": 237}
{"train_loss": 4.432621977157254, "train_cls": 2.320687349996627, "train_patch": 2.111934626425842, "train_lr": 0.00021018512314220387, "train_wd": 0.4777051545159828, "train_acc": 0.8435525017486011, "train_nmi": 0.7415186104666135, "train_ari": 0.31372892117702106, "train_fscore": 0.32863732255966094, "train_adjacc": -1, "epoch": 238}
{"train_loss": 4.444752575387414, "train_cls": 2.3173984149694262, "train_patch": 2.127354159578234, "train_lr": 0.00020849460365678573, "train_wd": 0.4780860985049237, "train_acc": 0.8438397719324541, "train_nmi": 0.7416682395321885, "train_ari": 0.31378540994259124, "train_fscore": 0.3287054097829025, "train_adjacc": -1, "epoch": 239}
{"train_loss": 4.42410896981744, "train_cls": 2.313555712103665, "train_patch": 2.110553257720475, "train_lr": 0.00020695683903154859, "train_wd": 0.4784326041707756, "train_acc": 0.8448155538069544, "train_nmi": 0.7415215535074081, "train_ari": 0.3137973247720162, "train_fscore": 0.32871175205729797, "train_adjacc": -1, "epoch": 240}
{"train_loss": 4.434480884026804, "train_cls": 2.3132145453220625, "train_patch": 2.12126633816054, "train_lr": 0.00020557209275454534, "train_wd": 0.478744616796279, "train_acc": 0.8444900329736211, "train_nmi": 0.7417132994657356, "train_ari": 0.3138546188064525, "train_fscore": 0.3287873637681109, "train_adjacc": -1, "epoch": 241}
{"train_loss": 4.404590103325607, "train_cls": 2.3090488496686903, "train_patch": 2.095541253158872, "train_lr": 0.00020434060209492073, "train_wd": 0.4790220871110221, "train_acc": 0.8459638539168665, "train_nmi": 0.7417231386307354, "train_ari": 0.31374895856344887, "train_fscore": 0.32870598162555853, "train_adjacc": -1, "epoch": 242}
{"train_loss": 4.434901928477031, "train_cls": 2.3075176291130512, "train_patch": 2.127384298664185, "train_lr": 0.00020326257806226, "train_wd": 0.47926497129922546, "train_acc": 0.8452745616007195, "train_nmi": 0.74159435236772, "train_ari": 0.31373066196441096, "train_fscore": 0.3286687910817086, "train_adjacc": -1, "epoch": 243}
{"train_loss": 4.409311608519319, "train_cls": 2.304675522044474, "train_patch": 2.1046360857750503, "train_lr": 0.00020233820537043123, "train_wd": 0.47947323100666067, "train_acc": 0.8460676771083133, "train_nmi": 0.7416398679767259, "train_ari": 0.3137081451879102, "train_fscore": 0.3286658352209988, "train_adjacc": -1, "epoch": 244}
{"train_loss": 4.418258519639238, "train_cls": 2.30342572167751, "train_patch": 2.114832797178553, "train_lr": 0.00020156764240593714, "train_wd": 0.4796468333467059, "train_acc": 0.8461176371402878, "train_nmi": 0.741913262406182, "train_ari": 0.31403332012983387, "train_fscore": 0.32896005419712365, "train_adjacc": -1, "epoch": 245}
{"train_loss": 4.444146648936754, "train_cls": 2.301008713474835, "train_patch": 2.143137935586988, "train_lr": 0.00020095102120077412, "train_wd": 0.4797857509055383, "train_acc": 0.8466008443245404, "train_nmi": 0.7418187885646762, "train_ari": 0.31404171921201857, "train_fscore": 0.32895277723991917, "train_adjacc": -1, "epoch": 246}
{"train_loss": 4.432177796408975, "train_cls": 2.3004367136657775, "train_patch": 2.131741081156003, "train_lr": 0.00020048844740981175, "train_wd": 0.4798899617464648, "train_acc": 0.8457975806854516, "train_nmi": 0.741656804063791, "train_ari": 0.3138609256907223, "train_fscore": 0.32878000562192355, "train_adjacc": -1, "epoch": 247}
{"train_loss": 4.401338214671119, "train_cls": 2.3000337452278568, "train_patch": 2.1013044686891216, "train_lr": 0.00020018000029268726, "train_wd": 0.47995944941338675, "train_acc": 0.8467569694244604, "train_nmi": 0.7416050252057675, "train_ari": 0.3138663512364535, "train_fscore": 0.3287845884491506, "train_adjacc": -1, "epoch": 248}
{"train_loss": 4.415743768143711, "train_cls": 2.30099490299809, "train_patch": 2.114748864506128, "train_lr": 0.0002000257327002268, "train_wd": 0.47999420293339473, "train_acc": 0.8467413569144684, "train_nmi": 0.741698826750061, "train_ari": 0.3138017942943663, "train_fscore": 0.3287194933690726, "train_adjacc": -1, "epoch": 249}