{"train_loss": 8.810379497349548, "train_cls": 6.457066130101514, "train_patch": 2.353313366964394, "train_lr": 9.992805180270203e-05, "train_wd": 0.040005783181492, "train_acc": 0.40128287994604317, "train_nmi": 0.04536796847811176, "train_ari": 0.0005088044002889186, "train_fscore": 0.013134661056376333, "train_adjacc": -1, "epoch": 0}
{"train_loss": 6.408052316097785, "train_cls": 4.470775580222753, "train_patch": 1.9372767358467424, "train_lr": 0.0002999440402909904, "train_wd": 0.04004050893346941, "train_acc": 0.5420483925359713, "train_nmi": 0.05610142403865134, "train_ari": 0.0008524130925170214, "train_fscore": 0.01760173592067736, "train_adjacc": -1, "epoch": 1}
{"train_loss": 5.7284616768378, "train_cls": 4.099665583207382, "train_patch": 1.6287960933784185, "train_lr": 0.0004999600287792788, "train_wd": 0.04010996883893754, "train_acc": 0.578685489108713, "train_nmi": 0.06970100203625182, "train_ari": 0.001136425958811868, "train_fscore": 0.019008859796765778, "train_adjacc": -1, "epoch": 2}
{"train_loss": 8.100102368652893, "train_cls": 5.707628969467884, "train_patch": 2.3924733991369895, "train_lr": 0.0006999760172675668, "train_wd": 0.04021415192937216, "train_acc": 0.39292628397282175, "train_nmi": 0.10233119447827133, "train_ari": 0.0017259186494444146, "train_fscore": 0.016685945601126097, "train_adjacc": -1, "epoch": 3}
{"train_loss": 7.838500743676766, "train_cls": 5.734388838312943, "train_patch": 2.1041119039776346, "train_lr": 0.0008999920057558546, "train_wd": 0.0403530417530556, "train_acc": 0.23108700539568344, "train_nmi": 0.1819320099290143, "train_ari": 0.006003569622610845, "train_fscore": 0.010619522840704032, "train_adjacc": -1, "epoch": 4}
{"train_loss": 6.99773839460336, "train_cls": 5.15736338198721, "train_patch": 1.8403750127587142, "train_lr": 0.0011000079942441441, "train_wd": 0.04052661637767442, "train_acc": 0.23718525179856115, "train_nmi": 0.23517607339495586, "train_ari": 0.00951356244350134, "train_fscore": 0.011598342764919367, "train_adjacc": -1, "epoch": 5}
{"train_loss": 6.567043318939533, "train_cls": 4.7557533568085475, "train_patch": 1.811289963133776, "train_lr": 0.0013000239827324327, "train_wd": 0.04073484839378347, "train_acc": 0.27223455610511593, "train_nmi": 0.2703305724591861, "train_ari": 0.013384030496121115, "train_fscore": 0.014933851362944912, "train_adjacc": -1, "epoch": 6}
{"train_loss": 6.233057373224927, "train_cls": 4.393881875813174, "train_patch": 1.839175497282216, "train_lr": 0.00150003997122072, "train_wd": 0.040977704919133294, "train_acc": 0.3199089166167066, "train_nmi": 0.3008351516107919, "train_ari": 0.01975593488475756, "train_fscore": 0.021214619767017225, "train_adjacc": -1, "epoch": 7}
{"train_loss": 5.961979901249841, "train_cls": 4.079410947382831, "train_patch": 1.8825689533979988, "train_lr": 0.0017000559597090108, "train_wd": 0.0412551476038635, "train_acc": 0.3697729316546763, "train_nmi": 0.3314915054173238, "train_ari": 0.02884765999381172, "train_fscore": 0.030469914068221103, "train_adjacc": -1, "epoch": 8}
{"train_loss": 5.693634672824452, "train_cls": 3.8160604183598577, "train_patch": 1.8775742555291748, "train_lr": 0.0019000719481972988, "train_wd": 0.041567132636557834, "train_acc": 0.4121429418964828, "train_nmi": 0.36088104358316225, "train_ari": 0.039987565807791274, "train_fscore": 0.0420329550803363, "train_adjacc": -1, "epoch": 9}
{"train_loss": 5.468123769398026, "train_cls": 3.5788323627494507, "train_patch": 1.8892914067721553, "train_lr": 0.0019999743289346103, "train_wd": 0.04191361075116293, "train_acc": 0.45347550084932053, "train_nmi": 0.38961818891313676, "train_ari": 0.05293141559550599, "train_fscore": 0.05554523627744193, "train_adjacc": -1, "epoch": 10}
{"train_loss": 5.219936615917727, "train_cls": 3.3684990773086163, "train_patch": 1.851437538111438, "train_lr": 0.0019998201846012716, "train_wd": 0.04229452723476807, "train_acc": 0.49265977842725817, "train_nmi": 0.41666941283416664, "train_ari": 0.06573308823926363, "train_fscore": 0.06904959226018496, "train_adjacc": -1, "epoch": 11}
{"train_loss": 4.998369250586517, "train_cls": 3.1925784576398364, "train_patch": 1.8057907935869184, "train_lr": 0.0019995118607115813, "train_wd": 0.04270982193624475, "train_acc": 0.5252688474220624, "train_nmi": 0.44151853475702696, "train_ari": 0.07804808135088909, "train_fscore": 0.08218864201133484, "train_adjacc": -1, "epoch": 12}
{"train_loss": 4.790501785763114, "train_cls": 3.0483243962158735, "train_patch": 1.7421773899127717, "train_lr": 0.0019990494100952617, "train_wd": 0.04315942927574531, "train_acc": 0.5533151603717026, "train_nmi": 0.4643751574873534, "train_ari": 0.09041557355455532, "train_fscore": 0.09544990494797545, "train_adjacc": -1, "epoch": 13}
{"train_loss": 4.600996088159146, "train_cls": 2.9191058734305306, "train_patch": 1.6818902142707715, "train_lr": 0.0019984329119908384, "train_wd": 0.043643278255058926, "train_acc": 0.5796690772382095, "train_nmi": 0.48441369460697564, "train_ari": 0.10140615048420863, "train_fscore": 0.10724550313199198, "train_adjacc": -1, "epoch": 14}
{"train_loss": 4.4477984555970895, "train_cls": 2.813383571880994, "train_patch": 1.6344148836282493, "train_lr": 0.001997662472032094, "train_wd": 0.04416129246882273, "train_acc": 0.6001441034672262, "train_nmi": 0.5026496573251886, "train_ari": 0.11149816228813421, "train_fscore": 0.11801771633502475, "train_adjacc": -1, "epoch": 15}
{"train_loss": 4.325076017236943, "train_cls": 2.723087391374613, "train_patch": 1.6019886257633162, "train_lr": 0.0019967382222299407, "train_wd": 0.04471339011658733, "train_acc": 0.6190149442945644, "train_nmi": 0.5189301648316701, "train_ari": 0.12122815674672828, "train_fscore": 0.12829280969579496, "train_adjacc": -1, "epoch": 16}
{"train_loss": 4.1916683633550464, "train_cls": 2.646952560272732, "train_patch": 1.5447158032051511, "train_lr": 0.001995660320949832, "train_wd": 0.04529948401573406, "train_acc": 0.6349139438449241, "train_nmi": 0.53392429407533, "train_ari": 0.13093453611791045, "train_fscore": 0.13847709818067502, "train_adjacc": -1, "epoch": 17}
{"train_loss": 4.095457908153224, "train_cls": 2.577934931055438, "train_patch": 1.5175229772749683, "train_lr": 0.0019944289528846027, "train_wd": 0.04591948161524226, "train_acc": 0.6506615020483613, "train_nmi": 0.5481987751267803, "train_ari": 0.14075149917560575, "train_fscore": 0.14885477127531713, "train_adjacc": -1, "epoch": 18}
{"train_loss": 3.988903875390498, "train_cls": 2.516800209632714, "train_patch": 1.4721036663179923, "train_lr": 0.0019930443290228266, "train_wd": 0.046573285010303195, "train_acc": 0.6640843575139888, "train_nmi": 0.5605929837391015, "train_ari": 0.15021216838951365, "train_fscore": 0.1587350486496331, "train_adjacc": -1, "epoch": 19}
{"train_loss": 3.9204480554863848, "train_cls": 2.46395296561528, "train_patch": 1.4564950889859387, "train_lr": 0.0019915066866126783, "train_wd": 0.04726079095778221, "train_acc": 0.6770357151778578, "train_nmi": 0.5716541683511122, "train_ari": 0.1589133155009885, "train_fscore": 0.16780415973758206, "train_adjacc": -1, "epoch": 20}
{"train_loss": 3.863867975062699, "train_cls": 2.4225237520350564, "train_patch": 1.4413442235104263, "train_lr": 0.0019898162891212683, "train_wd": 0.04798189089252014, "train_acc": 0.687029282823741, "train_nmi": 0.5814599005881783, "train_ari": 0.16686613976111783, "train_fscore": 0.17599671460037514, "train_adjacc": -1, "epoch": 21}
{"train_loss": 3.7923530618057884, "train_cls": 2.3826536198454105, "train_patch": 1.4096994418312134, "train_lr": 0.0019879734261895035, "train_wd": 0.0487364709444779, "train_acc": 0.6971048161470823, "train_nmi": 0.590860199057813, "train_ari": 0.17426519786336384, "train_fscore": 0.18374441210441445, "train_adjacc": -1, "epoch": 22}
{"train_loss": 3.7699570709304937, "train_cls": 2.3513060648226554, "train_patch": 1.4186510065005427, "train_lr": 0.0019859784135824584, "train_wd": 0.04952441195671808, "train_acc": 0.7050492418565147, "train_nmi": 0.5987433481978783, "train_ari": 0.1807656695670165, "train_fscore": 0.1904956249832834, "train_adjacc": -1, "epoch": 23}
{"train_loss": 3.7389079155571623, "train_cls": 2.3205065053048655, "train_patch": 1.4184014100282134, "train_lr": 0.0019838315931352793, "train_wd": 0.0503455895042208, "train_acc": 0.7134214503397283, "train_nmi": 0.6064711298046583, "train_ari": 0.18725318144791148, "train_fscore": 0.1972398457218772, "train_adjacc": -1, "epoch": 24}
{"train_loss": 3.7200044008414093, "train_cls": 2.297569424308521, "train_patch": 1.4224349762161197, "train_lr": 0.001981533332694594, "train_wd": 0.05119987391353168, "train_acc": 0.719777303157474, "train_nmi": 0.6130766983553779, "train_ari": 0.1926611240948701, "train_fscore": 0.2029283470289312, "train_adjacc": -1, "epoch": 25}
{"train_loss": 3.7076401064808158, "train_cls": 2.274555228117535, "train_patch": 1.4330848780576793, "train_lr": 0.0019790840260554927, "train_wd": 0.05208713028323961, "train_acc": 0.7260066946442846, "train_nmi": 0.6196372157852084, "train_ari": 0.1982792176422055, "train_fscore": 0.2088404212230049, "train_adjacc": -1, "epoch": 26}
{"train_loss": 3.6827949392858694, "train_cls": 2.256897226814255, "train_patch": 1.425897712406846, "train_lr": 0.001976484092894069, "train_wd": 0.05300721850527817, "train_acc": 0.7322501373900879, "train_nmi": 0.6254645155560745, "train_ari": 0.20356314071223192, "train_fscore": 0.21430801732451762, "train_adjacc": -1, "epoch": 27}
{"train_loss": 3.678732428954338, "train_cls": 2.2446229728794904, "train_patch": 1.434109456711363, "train_lr": 0.001973733978695478, "train_wd": 0.05395999328705119, "train_acc": 0.7360986211031175, "train_nmi": 0.6309427612712076, "train_ari": 0.20866765747495025, "train_fscore": 0.2195631306734446, "train_adjacc": -1, "epoch": 28}
{"train_loss": 3.6774431097877325, "train_cls": 2.230023679702426, "train_patch": 1.4474194298865353, "train_lr": 0.0019708341546776312, "train_wd": 0.05494530417437577, "train_acc": 0.7412772906674661, "train_nmi": 0.6357989120715739, "train_ari": 0.2135383099458642, "train_fscore": 0.22457169503357796, "train_adjacc": -1, "epoch": 29}
{"train_loss": 3.6560192486683696, "train_cls": 2.216502110321941, "train_patch": 1.4395171383196275, "train_lr": 0.0019677851177104526, "train_wd": 0.05596299557524069, "train_acc": 0.747630801608713, "train_nmi": 0.6405257684521026, "train_ari": 0.21746261329980707, "train_fscore": 0.2287003960113176, "train_adjacc": -1, "epoch": 30}
{"train_loss": 3.662417636276018, "train_cls": 2.211456726677418, "train_patch": 1.4509609087480517, "train_lr": 0.0019645873902307165, "train_wd": 0.05701290678437618, "train_acc": 0.7504402727817746, "train_nmi": 0.6445068756652456, "train_ari": 0.2210653253573652, "train_fscore": 0.23246087991779033, "train_adjacc": -1, "epoch": 31}
{"train_loss": 3.663892986852941, "train_cls": 2.2052423982865377, "train_patch": 1.4586505881818883, "train_lr": 0.001961241520152578, "train_wd": 0.0580948720086315, "train_acc": 0.7539273268884892, "train_nmi": 0.6479163799067388, "train_ari": 0.2245572579967049, "train_fscore": 0.23589335576307638, "train_adjacc": -1, "epoch": 32}
{"train_loss": 3.6657511233065505, "train_cls": 2.199426518370517, "train_patch": 1.466324604980329, "train_lr": 0.001957748080773644, "train_wd": 0.05920872039315516, "train_acc": 0.7573706659672262, "train_nmi": 0.6515522026825141, "train_ari": 0.22822246563890983, "train_fscore": 0.23964456436123793, "train_adjacc": -1, "epoch": 33}
{"train_loss": 3.678688256107241, "train_cls": 2.1976530750324543, "train_patch": 1.4810351810502194, "train_lr": 0.0019541076706767646, "train_wd": 0.0603542760483752, "train_acc": 0.7601809177657873, "train_nmi": 0.6548146648398014, "train_ari": 0.23121935389712153, "train_fscore": 0.24276417416012405, "train_adjacc": -1, "epoch": 34}
{"train_loss": 3.7160010865474824, "train_cls": 2.19855806930549, "train_patch": 1.517443017094589, "train_lr": 0.0019503209136274753, "train_wd": 0.06153135807777364, "train_acc": 0.7619451313948841, "train_nmi": 0.6579829463147108, "train_ari": 0.2343347888559619, "train_fscore": 0.2459615795947728, "train_adjacc": -1, "epoch": 35}
{"train_loss": 3.733192428583197, "train_cls": 2.196345635200683, "train_patch": 1.5368467930303835, "train_lr": 0.001946388458467103, "train_wd": 0.06273978060645327, "train_acc": 0.7662487197741806, "train_nmi": 0.6609651179597271, "train_ari": 0.23673137145203849, "train_fscore": 0.2484667245700907, "train_adjacc": -1, "epoch": 36}
{"train_loss": 3.783262574582172, "train_cls": 2.198449479640096, "train_patch": 1.5848130952450725, "train_lr": 0.0019423109790015895, "train_wd": 0.06397935281048797, "train_acc": 0.766570337480016, "train_nmi": 0.662738255877094, "train_ari": 0.23787324667344914, "train_fscore": 0.24963863964570707, "train_adjacc": -1, "epoch": 37}
{"train_loss": 3.856104501562534, "train_cls": 2.204801475961241, "train_patch": 1.6513030251557324, "train_lr": 0.0019380891738860506, "train_wd": 0.06524987894705746, "train_acc": 0.7683509442446043, "train_nmi": 0.6652542913395361, "train_ari": 0.2400984048058936, "train_fscore": 0.2519616875162671, "train_adjacc": -1, "epoch": 38}
{"train_loss": 3.910630439066415, "train_cls": 2.2125790064899826, "train_patch": 1.6980514326620457, "train_lr": 0.001933723766505064, "train_wd": 0.06655115838535636, "train_acc": 0.7701627760291767, "train_nmi": 0.6671760661273413, "train_ari": 0.24195348447932738, "train_fscore": 0.2538688778554902, "train_adjacc": -1, "epoch": 39}
{"train_loss": 3.9498418778014317, "train_cls": 2.222524056935476, "train_patch": 1.7273178202383739, "train_lr": 0.0019292155048487082, "train_wd": 0.06788298563827602, "train_acc": 0.7727927033373302, "train_nmi": 0.6691412831412947, "train_ari": 0.24403194153668803, "train_fscore": 0.2560086345110484, "train_adjacc": -1, "epoch": 40}
{"train_loss": 4.01201142633645, "train_cls": 2.233416459444973, "train_patch": 1.7785949656452469, "train_lr": 0.0019245651613844102, "train_wd": 0.06924515039485463, "train_acc": 0.773841864008793, "train_nmi": 0.6712380275059463, "train_ari": 0.24581838013204377, "train_fscore": 0.25791202923346834, "train_adjacc": -1, "epoch": 41}
{"train_loss": 4.049076635195471, "train_cls": 2.2455790430466704, "train_patch": 1.8034975922567476, "train_lr": 0.0019197735329245793, "train_wd": 0.07063743755348642, "train_acc": 0.7755163057054356, "train_nmi": 0.6727806167127681, "train_ari": 0.24721478161106067, "train_fscore": 0.25936716294825435, "train_adjacc": -1, "epoch": 42}
{"train_loss": 4.079827478639395, "train_cls": 2.2608275251384145, "train_patch": 1.8189999534779018, "train_lr": 0.00191484144049009, "train_wd": 0.07205962725588883, "train_acc": 0.7765779563848921, "train_nmi": 0.6741151041658208, "train_ari": 0.24894022029603982, "train_fscore": 0.261003200686495, "train_adjacc": -1, "epoch": 43}
{"train_loss": 4.109506514533866, "train_cls": 2.276671251563503, "train_patch": 1.8328352627246904, "train_lr": 0.0019097697291695877, "train_wd": 0.07351149492182138, "train_acc": 0.7764030962729817, "train_nmi": 0.6758614081373595, "train_ari": 0.25071122264240353, "train_fscore": 0.2628646726597163, "train_adjacc": -1, "epoch": 44}
{"train_loss": 4.158461719327015, "train_cls": 2.2956176775646844, "train_patch": 1.8628440421241388, "train_lr": 0.0019045592679747018, "train_wd": 0.07499281128454899, "train_acc": 0.7763023955835332, "train_nmi": 0.6772851408996102, "train_ari": 0.2519441989861533, "train_fscore": 0.26412065031029747, "train_adjacc": -1, "epoch": 45}
{"train_loss": 4.183055959082098, "train_cls": 2.3139588420534674, "train_patch": 1.869097116383181, "train_lr": 0.0018992109496911245, "train_wd": 0.0765033424270465, "train_acc": 0.778025236061151, "train_nmi": 0.6788640686476219, "train_ari": 0.2535355563049895, "train_fscore": 0.26587403760687, "train_adjacc": -1, "epoch": 46}
{"train_loss": 4.227650844540408, "train_cls": 2.3397977108837105, "train_patch": 1.8878531328523063, "train_lr": 0.0018937256907256667, "train_wd": 0.07804284981893513, "train_acc": 0.7788948528677059, "train_nmi": 0.6802028794022815, "train_ari": 0.2544569027817033, "train_fscore": 0.2669627036647763, "train_adjacc": -1, "epoch": 47}
{"train_loss": 4.280004505556431, "train_cls": 2.366060177758366, "train_patch": 1.913944327900801, "train_lr": 0.0018881044309492145, "train_wd": 0.0796110903541519, "train_acc": 0.7789986760591526, "train_nmi": 0.6814726169439597, "train_ari": 0.2557689348203488, "train_fscore": 0.2684008477349273, "train_adjacc": -1, "epoch": 48}
{"train_loss": 4.3488193254539675, "train_cls": 2.3970592696201813, "train_patch": 1.9517600556577204, "train_lr": 0.0018823481335357008, "train_wd": 0.08120781638933629, "train_acc": 0.7791946130595524, "train_nmi": 0.6828409562732217, "train_ari": 0.25718139181742916, "train_fscore": 0.2699079583473023, "train_adjacc": -1, "epoch": 49}
{"train_loss": 4.349469960349308, "train_cls": 2.408578652776867, "train_patch": 1.9408913076759207, "train_lr": 0.0018764577847970368, "train_wd": 0.08283277578293721, "train_acc": 0.7788386478317346, "train_nmi": 0.6841091913902155, "train_ari": 0.25812585388324627, "train_fscore": 0.271041336893031, "train_adjacc": -1, "epoch": 50}
{"train_loss": 4.3552145658643076, "train_cls": 2.41893175339027, "train_patch": 1.9362828129862282, "train_lr": 0.0018704343940141653, "train_wd": 0.08448571193503003, "train_acc": 0.7802507993605116, "train_nmi": 0.6857830284138083, "train_ari": 0.26021470766996047, "train_fscore": 0.27314911238137063, "train_adjacc": -1, "epoch": 51}
{"train_loss": 4.391514117054516, "train_cls": 2.4343385897207557, "train_patch": 1.9571755266499717, "train_lr": 0.001864278993264083, "train_wd": 0.08616636382783423, "train_acc": 0.7796692333633094, "train_nmi": 0.6870241283961319, "train_ari": 0.26222359128049133, "train_fscore": 0.2751330851278138, "train_adjacc": -1, "epoch": 52}
{"train_loss": 4.4051049657457835, "train_cls": 2.452225531741, "train_patch": 1.9528794338864137, "train_lr": 0.0018579926372430278, "train_wd": 0.08787446606693362, "train_acc": 0.7800509592326139, "train_nmi": 0.688175925320495, "train_ari": 0.26322772520002086, "train_fscore": 0.27621601845803273, "train_adjacc": -1, "epoch": 53}
{"train_loss": 4.419339871318411, "train_cls": 2.4683291664023956, "train_patch": 1.9510107052004, "train_lr": 0.0018515764030857381, "train_wd": 0.08960974892318353, "train_acc": 0.7788074228117506, "train_nmi": 0.6891181140538838, "train_ari": 0.26446859559938835, "train_fscore": 0.27744457686200324, "train_adjacc": -1, "epoch": 54}
{"train_loss": 4.422618591709793, "train_cls": 2.485272399996289, "train_patch": 1.937346191755939, "train_lr": 0.0018450313901809004, "train_wd": 0.09137193837530481, "train_acc": 0.7800595461131095, "train_nmi": 0.6902698167084885, "train_ari": 0.26549887072666206, "train_fscore": 0.2786329727140138, "train_adjacc": -1, "epoch": 55}
{"train_loss": 4.454245666689653, "train_cls": 2.5012668153877073, "train_patch": 1.9529788513853252, "train_lr": 0.0018383587199827915, "train_wd": 0.0931607561531551, "train_acc": 0.7802913918864908, "train_nmi": 0.6915112152580556, "train_ari": 0.2663969680742205, "train_fscore": 0.2796661607091239, "train_adjacc": -1, "epoch": 56}
{"train_loss": 4.463808148497824, "train_cls": 2.5141373923469743, "train_patch": 1.949670757214687, "train_lr": 0.001831559535819098, "train_wd": 0.09497591978167089, "train_acc": 0.7798846860011991, "train_nmi": 0.6924299806519689, "train_ari": 0.26776987539698077, "train_fscore": 0.28114231571732967, "train_adjacc": -1, "epoch": 57}
{"train_loss": 4.472178834358708, "train_cls": 2.5261799034958097, "train_patch": 1.9459989300171892, "train_lr": 0.0018246350026950168, "train_wd": 0.09681714262547274, "train_acc": 0.780619254596323, "train_nmi": 0.6936073253934257, "train_ari": 0.2692519154444626, "train_fscore": 0.28273519396194563, "train_adjacc": -1, "epoch": 58}
{"train_loss": 4.496395794178942, "train_cls": 2.538819995195829, "train_patch": 1.9575757993330105, "train_lr": 0.0018175863070936525, "train_wd": 0.09868413393412977, "train_acc": 0.7801376086630696, "train_nmi": 0.6944394003124411, "train_ari": 0.2701999103560481, "train_fscore": 0.28373869182112166, "train_adjacc": -1, "epoch": 59}
{"train_loss": 4.4834696766283875, "train_cls": 2.549094311971899, "train_patch": 1.9343753648694042, "train_lr": 0.0018104146567727117, "train_wd": 0.1005765988880714, "train_acc": 0.7798237972122302, "train_nmi": 0.6952118317438315, "train_ari": 0.2709146825834764, "train_fscore": 0.28452229987030353, "train_adjacc": -1, "epoch": 60}
{"train_loss": 4.5051801039619175, "train_cls": 2.559560311788456, "train_patch": 1.9456197917379505, "train_lr": 0.001803121280557563, "train_wd": 0.10249423864514348, "train_acc": 0.7803569644284573, "train_nmi": 0.6962051324856197, "train_ari": 0.2721287669963505, "train_fscore": 0.2857788064167316, "train_adjacc": -1, "epoch": 61}
{"train_loss": 4.523442068188596, "train_cls": 2.5739308251179667, "train_patch": 1.9495112430326622, "train_lr": 0.0017957074281306647, "train_wd": 0.10443675038779805, "train_acc": 0.7804857676358913, "train_nmi": 0.6971796507862704, "train_ari": 0.2733227856582291, "train_fscore": 0.28701584118943624, "train_adjacc": -1, "epoch": 62}
{"train_loss": 4.544440578806291, "train_cls": 2.590880963059483, "train_patch": 1.953559615697673, "train_lr": 0.0017881743698174729, "train_wd": 0.10640382737091297, "train_acc": 0.7787980553057554, "train_nmi": 0.6978653326812477, "train_ari": 0.2751917232677741, "train_fscore": 0.2887229078290704, "train_adjacc": -1, "epoch": 63}
{"train_loss": 4.555651956908613, "train_cls": 2.6052207808873113, "train_patch": 1.950431175805408, "train_lr": 0.0017805233963687434, "train_wd": 0.10839515897022896, "train_acc": 0.7792398893385292, "train_nmi": 0.698762521070598, "train_ari": 0.27633092847262875, "train_fscore": 0.28996336864825256, "train_adjacc": -1, "epoch": 64}
{"train_loss": 4.56139977175525, "train_cls": 2.6150696709510877, "train_patch": 1.9463301008346854, "train_lr": 0.0017727558187393857, "train_wd": 0.11041043073140297, "train_acc": 0.7786458333333334, "train_nmi": 0.6991442514439135, "train_ari": 0.2769060285153752, "train_fscore": 0.2905759743222146, "train_adjacc": -1, "epoch": 65}
{"train_loss": 4.575618203750236, "train_cls": 2.621966299798182, "train_patch": 1.953651903560467, "train_lr": 0.0017648729678638464, "train_wd": 0.11244932441966177, "train_acc": 0.7788472347122302, "train_nmi": 0.699645108859922, "train_ari": 0.27717892323333515, "train_fscore": 0.29091839548892245, "train_adjacc": -1, "epoch": 66}
{"train_loss": 4.571215420300297, "train_cls": 2.631039337394275, "train_patch": 1.9401760826134484, "train_lr": 0.001756876194428035, "train_wd": 0.11451151807005633, "train_acc": 0.777453037569944, "train_nmi": 0.7000504053064077, "train_ari": 0.2774796089352413, "train_fscore": 0.2913452315755207, "train_adjacc": -1, "epoch": 67}
{"train_loss": 4.596365255087043, "train_cls": 2.635473545549138, "train_patch": 1.9608917095111036, "train_lr": 0.0017487668686379195, "train_wd": 0.11659668603830362, "train_acc": 0.7776419489408474, "train_nmi": 0.7008183274812567, "train_ari": 0.2782055493017301, "train_fscore": 0.2922420345622576, "train_adjacc": -1, "epoch": 68}
{"train_loss": 4.593114739331565, "train_cls": 2.642278048253769, "train_patch": 1.9508366915497848, "train_lr": 0.0017405463799847257, "train_wd": 0.11870449905220944, "train_acc": 0.777468650079936, "train_nmi": 0.7012852406497002, "train_ari": 0.27822086727597345, "train_fscore": 0.29244800870872867, "train_adjacc": -1, "epoch": 69}
{"train_loss": 4.621221353911119, "train_cls": 2.657749844003293, "train_patch": 1.9634715103597151, "train_lr": 0.0017322161370068607, "train_wd": 0.12083462426366445, "train_acc": 0.7760939685751399, "train_nmi": 0.7018345454042002, "train_ari": 0.27853841697664605, "train_fscore": 0.2928822617898457, "train_adjacc": -1, "epoch": 70}
{"train_loss": 4.632585752240235, "train_cls": 2.6749386146864134, "train_patch": 1.9576471368078705, "train_lr": 0.001723777567048578, "train_wd": 0.12298672530120419, "train_acc": 0.7762938087030375, "train_nmi": 0.7021919098547519, "train_ari": 0.2791682183675759, "train_fscore": 0.29366023508247885, "train_adjacc": -1, "epoch": 71}
{"train_loss": 4.662714573533105, "train_cls": 2.6865823344274653, "train_patch": 1.9761322381166215, "train_lr": 0.0017152321160153966, "train_wd": 0.12516046232312714, "train_acc": 0.7756490120403677, "train_nmi": 0.7027120385051645, "train_ari": 0.2800357174017327, "train_fscore": 0.2945170101617012, "train_adjacc": -1, "epoch": 72}
{"train_loss": 4.674389208177868, "train_cls": 2.702478263884497, "train_patch": 1.9719109443674454, "train_lr": 0.0017065812481263586, "train_wd": 0.12735549207115895, "train_acc": 0.77628912495004, "train_nmi": 0.7034674778342146, "train_ari": 0.2809509983483054, "train_fscore": 0.2954790167949394, "train_adjacc": -1, "epoch": 73}
{"train_loss": 4.713903345617292, "train_cls": 2.7188566566543946, "train_patch": 1.9950466900550239, "train_lr": 0.0016978264456631443, "train_wd": 0.1295714679246565, "train_acc": 0.7746381020183853, "train_nmi": 0.7039728516533311, "train_ari": 0.2818823570766947, "train_fscore": 0.29648866840547805, "train_adjacc": -1, "epoch": 74}
{"train_loss": 4.693256587588149, "train_cls": 2.736906472727549, "train_patch": 1.9563501145777038, "train_lr": 0.0016889692087160857, "train_wd": 0.13180803995534437, "train_acc": 0.7746185863808953, "train_nmi": 0.7045569109385885, "train_ari": 0.2829374836497751, "train_fscore": 0.2976188430298349, "train_adjacc": -1, "epoch": 75}
{"train_loss": 4.716228328567805, "train_cls": 2.7510520564578327, "train_patch": 1.9651762711231877, "train_lr": 0.0016800110549271303, "train_wd": 0.13406485498257145, "train_acc": 0.7745077375599521, "train_nmi": 0.704919827804953, "train_ari": 0.2833887369896511, "train_fscore": 0.2981240084538597, "train_adjacc": -1, "epoch": 76}
{"train_loss": 4.738969831851771, "train_cls": 2.762706799377545, "train_patch": 1.97626303239159, "train_lr": 0.0016709535192298245, "train_wd": 0.13634155662908362, "train_acc": 0.7741478692046363, "train_nmi": 0.7050008307585782, "train_ari": 0.2839557443553783, "train_fscore": 0.29864676655105854, "train_adjacc": -1, "epoch": 77}
{"train_loss": 4.738240104433682, "train_cls": 2.7791049296853783, "train_patch": 1.9591351746031338, "train_lr": 0.001661798153586271, "train_wd": 0.13863778537729796, "train_acc": 0.7723563336830536, "train_nmi": 0.7057639051002029, "train_ari": 0.2850826653711099, "train_fscore": 0.2997809611229618, "train_adjacc": -1, "epoch": 78}
{"train_loss": 4.772012533353482, "train_cls": 2.79310429346808, "train_patch": 1.978908239316633, "train_lr": 0.0016525465267212525, "train_wd": 0.14095317862607676, "train_acc": 0.7714500274780176, "train_nmi": 0.7059647583217519, "train_ari": 0.285514985691261, "train_fscore": 0.30027393200770963, "train_adjacc": -1, "epoch": 79}
{"train_loss": 4.7747997105341975, "train_cls": 2.800329834526534, "train_patch": 1.974469875257245, "train_lr": 0.0016432002238533894, "train_wd": 0.14328737074798475, "train_acc": 0.7711822729316546, "train_nmi": 0.7059844099123459, "train_ari": 0.285944841218281, "train_fscore": 0.3006544321892242, "train_adjacc": -1, "epoch": 80}
{"train_loss": 4.778493047662848, "train_cls": 2.8070363425310974, "train_patch": 1.971456704982858, "train_lr": 0.0016337608464235757, "train_wd": 0.1456399931470278, "train_acc": 0.7683579698741008, "train_nmi": 0.7066974715738277, "train_ari": 0.2871376576312442, "train_fscore": 0.30177544099081466, "train_adjacc": -1, "epoch": 81}
{"train_loss": 4.807785356984579, "train_cls": 2.824201216327129, "train_patch": 1.9835841408413317, "train_lr": 0.0016242300118205328, "train_wd": 0.14801067431685597, "train_acc": 0.7684922374600319, "train_nmi": 0.7070752910968262, "train_ari": 0.2877884162097761, "train_fscore": 0.3023785397841706, "train_adjacc": -1, "epoch": 82}
{"train_loss": 4.83939870641374, "train_cls": 2.8381825565359744, "train_patch": 2.0012161495070235, "train_lr": 0.0016146093531037094, "train_wd": 0.15039903989943104, "train_acc": 0.7676733613109512, "train_nmi": 0.7068906804224206, "train_ari": 0.28826038280058996, "train_fscore": 0.3027128645045457, "train_adjacc": -1, "epoch": 83}
{"train_loss": 4.8525000835249985, "train_cls": 2.8473559262560046, "train_patch": 2.0051441570248105, "train_lr": 0.0016049005187234492, "train_wd": 0.15280471274414056, "train_acc": 0.7663197566946442, "train_nmi": 0.7071012274380454, "train_ari": 0.2892385934053945, "train_fscore": 0.3035750913300172, "train_adjacc": -1, "epoch": 84}
{"train_loss": 4.90303837261695, "train_cls": 2.861071320658596, "train_patch": 2.041967052592636, "train_lr": 0.0015951051722385414, "train_wd": 0.15522731296735479, "train_acc": 0.7635235561550759, "train_nmi": 0.7071967149984091, "train_ari": 0.2905595880345096, "train_fscore": 0.30467916792360483, "train_adjacc": -1, "epoch": 85}
{"train_loss": 4.9031892954278815, "train_cls": 2.870442434551297, "train_patch": 2.032746859937817, "train_lr": 0.001585224992031175, "train_wd": 0.15766645801241538, "train_acc": 0.7597843600119905, "train_nmi": 0.7068204061575261, "train_ari": 0.29139832140163746, "train_fscore": 0.30516685487322426, "train_adjacc": -1, "epoch": 86}
{"train_loss": 4.878610960915863, "train_cls": 2.8762000190908554, "train_patch": 2.002410941852553, "train_lr": 0.0015752616710193697, "train_wd": 0.16012176271004366, "train_acc": 0.7583480090927258, "train_nmi": 0.707224340352867, "train_ari": 0.29300180252993474, "train_fscore": 0.3064026383846582, "train_adjacc": -1, "epoch": 87}
{"train_loss": 4.8978455836752905, "train_cls": 2.87959660440058, "train_patch": 2.0182489790044706, "train_lr": 0.0015652169163668892, "train_wd": 0.16259283933916518, "train_acc": 0.7549476044164668, "train_nmi": 0.7076733810625526, "train_ari": 0.2948828361195138, "train_fscore": 0.3079382788262587, "train_adjacc": -1, "epoch": 88}
{"train_loss": 4.916471477201898, "train_cls": 2.885294103109055, "train_patch": 2.0311773733141347, "train_lr": 0.0015550924491907368, "train_wd": 0.16507929768813487, "train_acc": 0.7522528851918465, "train_nmi": 0.7079610150475016, "train_ari": 0.29600247101292754, "train_fscore": 0.3088051712016498, "train_adjacc": -1, "epoch": 89}
{"train_loss": 4.923159899679924, "train_cls": 2.8938899819242607, "train_patch": 2.0292699180936498, "train_lr": 0.0015448900042662336, "train_wd": 0.16758074511635504, "train_acc": 0.7512888126998402, "train_nmi": 0.7080219611406047, "train_ari": 0.29683187236044206, "train_fscore": 0.30949046035183303, "train_adjacc": -1, "epoch": 90}
{"train_loss": 4.912439896554636, "train_cls": 2.896178647975544, "train_patch": 2.0162612491664733, "train_lr": 0.0015346113297298016, "train_wd": 0.17009678661627972, "train_acc": 0.749552701588729, "train_nmi": 0.708599210004093, "train_ari": 0.2982393311201345, "train_fscore": 0.3107242897202552, "train_adjacc": -1, "epoch": 91}
{"train_loss": 4.930901160876123, "train_cls": 2.899217306626596, "train_patch": 2.0316838546619596, "train_lr": 0.0015242581867794041, "train_wd": 0.17262702487578857, "train_acc": 0.7470843637589928, "train_nmi": 0.7090180243722136, "train_ari": 0.2987468807214568, "train_fscore": 0.31105620013400287, "train_adjacc": -1, "epoch": 92}
{"train_loss": 4.922689332238895, "train_cls": 2.901424643177119, "train_patch": 2.0212646887092727, "train_lr": 0.001513832349372791, "train_wd": 0.17517106034092905, "train_acc": 0.747720573541167, "train_nmi": 0.7087433450929987, "train_ari": 0.2989691013596893, "train_fscore": 0.31133038102696525, "train_adjacc": -1, "epoch": 93}
{"train_loss": 4.9250449307239075, "train_cls": 2.901945644510176, "train_patch": 2.0230992855504155, "train_lr": 0.0015033356039235255, "train_wd": 0.17772849127901033, "train_acc": 0.7473318220423661, "train_nmi": 0.7094747088606351, "train_ari": 0.3002157209530323, "train_fscore": 0.31246419578848184, "train_adjacc": -1, "epoch": 94}
{"train_loss": 4.91624366019746, "train_cls": 2.9060196750964837, "train_patch": 2.010223984411604, "train_lr": 0.001492769748994906, "train_wd": 0.18029891384203975, "train_acc": 0.7462061600719424, "train_nmi": 0.7099982805587047, "train_ari": 0.3011845126831288, "train_fscore": 0.31339501708370826, "train_adjacc": -1, "epoch": 95}
{"train_loss": 4.955915891852, "train_cls": 2.9125368804168357, "train_patch": 2.0433790114426094, "train_lr": 0.0014821365949917779, "train_wd": 0.18288192213049811, "train_acc": 0.7456862634892086, "train_nmi": 0.7101720648428091, "train_ari": 0.3016127342213393, "train_fscore": 0.31389510322090847, "train_adjacc": -1, "epoch": 96}
{"train_loss": 4.9305226431875155, "train_cls": 2.914876765937066, "train_patch": 2.0156458774886783, "train_lr": 0.0014714379638503475, "train_wd": 0.18547710825743308, "train_acc": 0.7464536183553158, "train_nmi": 0.7106736301116982, "train_ari": 0.30211118055326236, "train_fscore": 0.31440044790932253, "train_adjacc": -1, "epoch": 97}
{"train_loss": 4.955073494753011, "train_cls": 2.9252062926275864, "train_patch": 2.0298672026379867, "train_lr": 0.001460675688725973, "train_wd": 0.18808406241287146, "train_acc": 0.7445161058653078, "train_nmi": 0.7109923284899976, "train_ari": 0.3025201546076953, "train_fscore": 0.3147332352127334, "train_adjacc": -1, "epoch": 98}
{"train_loss": 4.96002635461011, "train_cls": 2.9302058292360758, "train_patch": 2.029820524894228, "train_lr": 0.0014498516136791022, "train_wd": 0.19070237292852985, "train_acc": 0.7450906462330136, "train_nmi": 0.7115390396310343, "train_ari": 0.30378347919716314, "train_fscore": 0.3159181206285426, "train_adjacc": -1, "epoch": 99}
{"train_loss": 4.959904232518755, "train_cls": 2.9349860360326288, "train_patch": 2.0249181967854, "train_lr": 0.0014389675933592697, "train_wd": 0.1933316263428272, "train_acc": 0.7425996702637889, "train_nmi": 0.7118278441325575, "train_ari": 0.30445155580905586, "train_fscore": 0.31646322617680644, "train_adjacc": -1, "epoch": 100}
{"train_loss": 4.996598772061386, "train_cls": 2.942739785600492, "train_patch": 2.053858986738578, "train_lr": 0.0014280254926873257, "train_wd": 0.19597140746616915, "train_acc": 0.7422405825339728, "train_nmi": 0.7119846686413873, "train_ari": 0.3050345847793553, "train_fscore": 0.3167748411052937, "train_adjacc": -1, "epoch": 101}
{"train_loss": 4.981729220402398, "train_cls": 2.9509759574658054, "train_patch": 2.030753264607911, "train_lr": 0.001417027186535886, "train_wd": 0.198621299446515, "train_acc": 0.7406886990407674, "train_nmi": 0.7121644736623169, "train_ari": 0.30604325762971046, "train_fscore": 0.31760439673664587, "train_adjacc": -1, "epoch": 102}
{"train_loss": 4.973644416928172, "train_cls": 2.958481090975632, "train_patch": 2.0151633256517774, "train_lr": 0.0014059745594080977, "train_wd": 0.20128088383520296, "train_acc": 0.7378003846922462, "train_nmi": 0.7128093504911872, "train_ari": 0.30781378569748685, "train_fscore": 0.31905160056826687, "train_adjacc": -1, "epoch": 103}
{"train_loss": 5.0002827637022635, "train_cls": 2.9587492344485558, "train_patch": 2.041533529101093, "train_lr": 0.0013948695051147124, "train_wd": 0.20394974065302662, "train_acc": 0.7361329686250999, "train_nmi": 0.7132570036078723, "train_ari": 0.3092971340694371, "train_fscore": 0.3202544111335619, "train_adjacc": -1, "epoch": 104}
{"train_loss": 4.968412090893939, "train_cls": 2.9615526031896318, "train_patch": 2.0068594879604023, "train_lr": 0.0013837139264496223, "train_wd": 0.20662744845655662, "train_acc": 0.736371059402478, "train_nmi": 0.7138240496962278, "train_ari": 0.31073860895828986, "train_fscore": 0.32160615446281504, "train_adjacc": -1, "epoch": 105}
{"train_loss": 5.021919217836157, "train_cls": 2.9654256133384984, "train_patch": 2.0564936042698525, "train_lr": 0.0013725097348637934, "train_wd": 0.2093135844046898, "train_acc": 0.7360431966926458, "train_nmi": 0.7143105605890134, "train_ari": 0.31150545545337915, "train_fscore": 0.32233812011321034, "train_adjacc": -1, "epoch": 106}
{"train_loss": 5.023236915740154, "train_cls": 2.9647691684836843, "train_patch": 2.0584677468842383, "train_lr": 0.0013612588501377826, "train_wd": 0.21200772432542067, "train_acc": 0.7371243630095923, "train_nmi": 0.715129061225994, "train_ari": 0.31243723012863983, "train_fscore": 0.3232547012278241, "train_adjacc": -1, "epoch": 107}
{"train_loss": 5.012865634987966, "train_cls": 2.9651327997767667, "train_patch": 2.0477328344585475, "train_lr": 0.0013499632000527643, "train_wd": 0.2147094427828253, "train_acc": 0.7363523243904876, "train_nmi": 0.7155443878054305, "train_ari": 0.3126701219480208, "train_fscore": 0.32351347197719343, "train_adjacc": -1, "epoch": 108}
{"train_loss": 5.016021847858918, "train_cls": 2.9693322307828494, "train_patch": 2.0466896166792696, "train_lr": 0.0013386247200602287, "train_wd": 0.21741831314423787, "train_acc": 0.7357613908872902, "train_nmi": 0.7157211806885013, "train_ari": 0.31332500919714334, "train_fscore": 0.3241005880479627, "train_adjacc": -1, "epoch": 109}
{"train_loss": 5.034842056940667, "train_cls": 2.9691011932351703, "train_patch": 2.0657408635134247, "train_lr": 0.0013272453529503568, "train_wd": 0.22013390764762897, "train_acc": 0.7340588466726619, "train_nmi": 0.7160661818662564, "train_ari": 0.3139816022969423, "train_fscore": 0.324641842993747, "train_adjacc": -1, "epoch": 110}
{"train_loss": 5.028351304312642, "train_cls": 2.9673525744082805, "train_patch": 2.0609987296605503, "train_lr": 0.0013158270485191202, "train_wd": 0.2228557974691442, "train_acc": 0.7349635916266987, "train_nmi": 0.7167855598608984, "train_ari": 0.3146523459437925, "train_fscore": 0.32539280794174574, "train_adjacc": -1, "epoch": 111}
{"train_loss": 5.039152066383383, "train_cls": 2.971272360351827, "train_patch": 2.0678797056481577, "train_lr": 0.0013043717632341971, "train_wd": 0.2255835527908289, "train_acc": 0.7348238596622702, "train_nmi": 0.7166421209188928, "train_ari": 0.3140850355356603, "train_fscore": 0.3246888786491661, "train_adjacc": -1, "epoch": 112}
{"train_loss": 5.036976594906703, "train_cls": 2.9755724528394967, "train_patch": 2.0614041420381715, "train_lr": 0.0012928814598997553, "train_wd": 0.22831674286849554, "train_acc": 0.7340401116606715, "train_nmi": 0.7168169126912323, "train_ari": 0.31428858791812325, "train_fscore": 0.3248473818713347, "train_adjacc": -1, "epoch": 113}
{"train_loss": 5.032790770309029, "train_cls": 2.974339151561415, "train_patch": 2.058451618687313, "train_lr": 0.0012813581073201177, "train_wd": 0.23105493609974723, "train_acc": 0.7353859100219824, "train_nmi": 0.7169275654456038, "train_ari": 0.3141098055951744, "train_fscore": 0.3247719637619454, "train_adjacc": -1, "epoch": 114}
{"train_loss": 5.022748768639317, "train_cls": 2.9770557171256424, "train_patch": 2.0456930511019866, "train_lr": 0.0012698036799624196, "train_wd": 0.2337977000921306, "train_acc": 0.7368246028177458, "train_nmi": 0.7172414219640814, "train_ari": 0.31465912255280354, "train_fscore": 0.3254295315640267, "train_adjacc": -1, "epoch": 115}
{"train_loss": 5.038705398722423, "train_cls": 2.977776941412287, "train_patch": 2.0609284580337532, "train_lr": 0.0012582201576183168, "train_wd": 0.23654460173141645, "train_acc": 0.7365170363709033, "train_nmi": 0.7175353421087066, "train_ari": 0.31533402607955885, "train_fscore": 0.32616073769179965, "train_adjacc": -1, "epoch": 116}
{"train_loss": 5.036719934703658, "train_cls": 2.9780341426876906, "train_patch": 2.058685791783696, "train_lr": 0.001246609525064723, "train_wd": 0.2392952072499917, "train_acc": 0.7370837704836131, "train_nmi": 0.7178309356306873, "train_ari": 0.3153706899281676, "train_fscore": 0.32633236885099576, "train_adjacc": -1, "epoch": 117}
{"train_loss": 5.0600700652737505, "train_cls": 2.9788908685574667, "train_patch": 2.081179197569438, "train_lr": 0.0012349737717237555, "train_wd": 0.24204908229536035, "train_acc": 0.7352329074240608, "train_nmi": 0.7178168580176215, "train_ari": 0.31497474465148806, "train_fscore": 0.3258613382198265, "train_adjacc": -1, "epoch": 118}
{"train_loss": 5.075869234193929, "train_cls": 2.980353383430772, "train_patch": 2.095515850213744, "train_lr": 0.0012233148913218526, "train_wd": 0.24480579199872846, "train_acc": 0.7359924560351718, "train_nmi": 0.718417373591125, "train_ari": 0.315800729171283, "train_fscore": 0.3267738503767854, "train_adjacc": -1, "epoch": 119}
{"train_loss": 5.058225492523205, "train_cls": 2.9791427706252875, "train_patch": 2.079082720339757, "train_lr": 0.0012116348815481494, "train_wd": 0.2475649010436771, "train_acc": 0.7380010054456435, "train_nmi": 0.7187921965138483, "train_ari": 0.3163926421425093, "train_fscore": 0.32743801025077773, "train_adjacc": -1, "epoch": 120}
{"train_loss": 5.068496589004684, "train_cls": 2.9816902499440476, "train_patch": 2.086806338750195, "train_lr": 0.0011999357437121924, "train_wd": 0.250325973734902, "train_acc": 0.738818320343725, "train_nmi": 0.7189370470136113, "train_ari": 0.316114113483316, "train_fscore": 0.32725719815614474, "train_adjacc": -1, "epoch": 121}
{"train_loss": 5.062211697845222, "train_cls": 2.980880532531346, "train_patch": 2.0813311646408814, "train_lr": 0.0011882194824010168, "train_wd": 0.25308857406702, "train_acc": 0.740417821992406, "train_nmi": 0.7192613296772625, "train_ari": 0.3158989829832377, "train_fscore": 0.32726272834502973, "train_adjacc": -1, "epoch": 122}
{"train_loss": 5.075960664896013, "train_cls": 2.9833035108035535, "train_patch": 2.092657154217529, "train_lr": 0.0011764881051356886, "train_wd": 0.2558522657934116, "train_acc": 0.74007824990008, "train_nmi": 0.7195359761161008, "train_ari": 0.3157300022494899, "train_fscore": 0.32725378858389986, "train_adjacc": -1, "epoch": 123}
{"train_loss": 5.05599784192076, "train_cls": 2.9825918239181775, "train_patch": 2.073406018008538, "train_lr": 0.0011647436220273062, "train_wd": 0.25861661249511775, "train_acc": 0.7403186825539568, "train_nmi": 0.71959872174915, "train_ari": 0.31521190085619716, "train_fscore": 0.3269384002526407, "train_adjacc": -1, "epoch": 124}
{"train_loss": 5.073967793663081, "train_cls": 2.984136166240124, "train_patch": 2.0898316281845424, "train_lr": 0.0011529880454325897, "train_wd": 0.2613811776497473, "train_acc": 0.7403655200839329, "train_nmi": 0.7196994636874366, "train_ari": 0.3150795246249656, "train_fscore": 0.3268976148833656, "train_adjacc": -1, "epoch": 125}
{"train_loss": 5.089269610647436, "train_cls": 2.983852743212101, "train_patch": 2.105416867171796, "train_lr": 0.001141223389609071, "train_wd": 0.26414552470041375, "train_acc": 0.7429384617306155, "train_nmi": 0.719889381853719, "train_ari": 0.3145878067469443, "train_fscore": 0.3265986796542186, "train_adjacc": -1, "epoch": 126}
{"train_loss": 5.081068354369187, "train_cls": 2.985963125679669, "train_patch": 2.0951052278921987, "train_lr": 0.0011294516703699684, "train_wd": 0.2669092171246754, "train_acc": 0.7430953674560352, "train_nmi": 0.7201203672864873, "train_ari": 0.31411438693053295, "train_fscore": 0.3263116062920685, "train_adjacc": -1, "epoch": 127}
{"train_loss": 5.107427470085265, "train_cls": 2.9850777957043486, "train_patch": 2.1223496738009806, "train_lr": 0.001117674904738758, "train_wd": 0.2696718185034573, "train_acc": 0.7439072179756195, "train_nmi": 0.7201112732391168, "train_ari": 0.3132639802654008, "train_fscore": 0.32562050272604187, "train_adjacc": -1, "epoch": 128}
{"train_loss": 5.083284353737613, "train_cls": 2.984593896091068, "train_patch": 2.098690458509377, "train_lr": 0.0011058951106036178, "train_wd": 0.2724328925899793, "train_acc": 0.743689423461231, "train_nmi": 0.7206690697309314, "train_ari": 0.3131487307014921, "train_fscore": 0.3256109839459473, "train_adjacc": -1, "epoch": 129}
{"train_loss": 5.080948772318334, "train_cls": 2.983117989086502, "train_patch": 2.0978307829883924, "train_lr": 0.0010941143063716153, "train_wd": 0.27519200337863403, "train_acc": 0.7451866631694645, "train_nmi": 0.7207888753129682, "train_ari": 0.31305005544377157, "train_fscore": 0.3257377369264892, "train_adjacc": -1, "epoch": 130}
{"train_loss": 5.077286315041123, "train_cls": 2.9808186826874596, "train_patch": 2.0964676330556915, "train_lr": 0.0010823345106229236, "train_wd": 0.2779487151738439, "train_acc": 0.7465730540567546, "train_nmi": 0.7211649601378131, "train_ari": 0.31307982171740556, "train_fscore": 0.32593127028121427, "train_adjacc": -1, "epoch": 131}
{"train_loss": 5.08165638681522, "train_cls": 2.97957876872578, "train_patch": 2.1020776181519745, "train_lr": 0.0010705577417648919, "train_wd": 0.28070259265886016, "train_acc": 0.7469290192845723, "train_nmi": 0.721656394318528, "train_ari": 0.31349389652361126, "train_fscore": 0.3264663548393186, "train_adjacc": -1, "epoch": 132}
{"train_loss": 5.0755925694767905, "train_cls": 2.9782376313384034, "train_patch": 2.0973549380274616, "train_lr": 0.0010587860176862385, "train_wd": 0.2834532009645028, "train_acc": 0.7485464753197442, "train_nmi": 0.7216854760515262, "train_ari": 0.3136154845208364, "train_fscore": 0.32664521617271014, "train_adjacc": -1, "epoch": 133}
{"train_loss": 5.089317087265703, "train_cls": 2.9776363113804236, "train_patch": 2.1116807765054175, "train_lr": 0.0010470213554112848, "train_wd": 0.28620010573783555, "train_acc": 0.7490835456634692, "train_nmi": 0.7221790244743044, "train_ari": 0.31381562610186703, "train_fscore": 0.32695023103255794, "train_adjacc": -1, "epoch": 134}
{"train_loss": 5.080861448410818, "train_cls": 2.9755532574072348, "train_patch": 2.105308190484693, "train_lr": 0.001035265770754348, "train_wd": 0.2889428732107509, "train_acc": 0.7499149118205436, "train_nmi": 0.7224591637577356, "train_ari": 0.3142385571272498, "train_fscore": 0.32740488702864623, "train_adjacc": -1, "epoch": 135}
{"train_loss": 5.083542332103808, "train_cls": 2.9732443899732175, "train_patch": 2.1102979414963086, "train_lr": 0.0010235212779743388, "train_wd": 0.29168107026846973, "train_acc": 0.7506807054356515, "train_nmi": 0.7229050936874691, "train_ari": 0.3143257397329594, "train_fscore": 0.3275891855977286, "train_adjacc": -1, "epoch": 136}
{"train_loss": 5.093618472798361, "train_cls": 2.973239589820532, "train_patch": 2.120378882653243, "train_lr": 0.0010117898894296347, "train_wd": 0.2944142645179352, "train_acc": 0.7518891137090328, "train_nmi": 0.7231756274676885, "train_ari": 0.3147529962435655, "train_fscore": 0.3280822247972556, "train_adjacc": -1, "epoch": 137}
{"train_loss": 5.097337004404774, "train_cls": 2.972285043168292, "train_patch": 2.1250519605538103, "train_lr": 0.0010000736152332719, "train_wd": 0.29714202435609, "train_acc": 0.7527938586630696, "train_nmi": 0.7230204995008399, "train_ari": 0.3150269130559486, "train_fscore": 0.32839246915512543, "train_adjacc": -1, "epoch": 138}
{"train_loss": 5.092239878613124, "train_cls": 2.967546294502122, "train_patch": 2.124693583547444, "train_lr": 0.000988374462908513, "train_wd": 0.29986391903803505, "train_acc": 0.7532809689748201, "train_nmi": 0.7236768836922397, "train_ari": 0.3155789340308215, "train_fscore": 0.3290386612858732, "train_adjacc": -1, "epoch": 139}
{"train_loss": 5.10569337094359, "train_cls": 2.9660316992902476, "train_patch": 2.13966167164962, "train_lr": 0.0009766944370448905, "train_wd": 0.30257951874504646, "train_acc": 0.7537110936250999, "train_nmi": 0.7239145981649973, "train_ari": 0.31596471919331426, "train_fscore": 0.32943494053634914, "train_adjacc": -1, "epoch": 140}
{"train_loss": 5.090579090855843, "train_cls": 2.9643083330687525, "train_patch": 2.1262707579337494, "train_lr": 0.0009650355389546955, "train_wd": 0.30528839465245133, "train_acc": 0.7552231652178257, "train_nmi": 0.7241908440225189, "train_ari": 0.31601396891082023, "train_fscore": 0.32958274172885776, "train_adjacc": -1, "epoch": 141}
{"train_loss": 5.106962859547205, "train_cls": 2.9619027003616116, "train_patch": 2.1450601588513294, "train_lr": 0.0009533997663301027, "train_wd": 0.30799011899734086, "train_acc": 0.7556400192346123, "train_nmi": 0.7243065177129313, "train_ari": 0.31563441528650676, "train_fscore": 0.3293159350698689, "train_adjacc": -1, "epoch": 142}
{"train_loss": 5.1099059052354425, "train_cls": 2.961045623339302, "train_patch": 2.1488602819772873, "train_lr": 0.0009417891129008526, "train_wd": 0.31068426514612024, "train_acc": 0.7557922412070344, "train_nmi": 0.7245098845989926, "train_ari": 0.3156448885732051, "train_fscore": 0.32943053729792754, "train_adjacc": -1, "epoch": 143}
{"train_loss": 5.099540360274909, "train_cls": 2.9596887934673055, "train_patch": 2.1398515670741203, "train_lr": 0.0009302055680926335, "train_wd": 0.3133704076618834, "train_acc": 0.7560826338928857, "train_nmi": 0.7243895215654862, "train_ari": 0.31548416304760746, "train_fscore": 0.32930114601414473, "train_adjacc": -1, "epoch": 144}
{"train_loss": 5.0905274275175145, "train_cls": 2.9569435845628727, "train_patch": 2.133583842743215, "train_lr": 0.0009186511166862164, "train_wd": 0.31604812237158664, "train_acc": 0.7571919027278178, "train_nmi": 0.7250217739880677, "train_ari": 0.3154985122598666, "train_fscore": 0.3293316568536623, "train_adjacc": -1, "epoch": 145}
{"train_loss": 5.096902630639543, "train_cls": 2.953438240540423, "train_patch": 2.143464389435804, "train_lr": 0.0009071277384773686, "train_wd": 0.3187169864330381, "train_acc": 0.7570826151578737, "train_nmi": 0.7252199148934289, "train_ari": 0.3161498757688624, "train_fscore": 0.32998594925085584, "train_adjacc": -1, "epoch": 146}
{"train_loss": 5.120576916579648, "train_cls": 2.950684148234596, "train_patch": 2.169892768672616, "train_lr": 0.0008956374079376262, "train_wd": 0.3213765784016621, "train_acc": 0.757711018685052, "train_nmi": 0.7254049011212372, "train_ari": 0.31615286555392763, "train_fscore": 0.3300956259746979, "train_adjacc": -1, "epoch": 147}
{"train_loss": 5.125571276944914, "train_cls": 2.9467741870905737, "train_patch": 2.1787970900724676, "train_lr": 0.0008841820938759696, "train_wd": 0.32402647829705783, "train_acc": 0.7584409035271783, "train_nmi": 0.7256236934795423, "train_ari": 0.3162870927626031, "train_fscore": 0.33022312758040573, "train_adjacc": -1, "epoch": 148}
{"train_loss": 5.1084322079891065, "train_cls": 2.9463041747594887, "train_patch": 2.1621280329586336, "train_lr": 0.0008727637591014936, "train_wd": 0.32666626766931045, "train_acc": 0.7590661845523581, "train_nmi": 0.7258661550152675, "train_ari": 0.31652466853761957, "train_fscore": 0.33045768552444227, "train_adjacc": -1, "epoch": 149}
{"train_loss": 5.1204598558028875, "train_cls": 2.944796110090199, "train_patch": 2.1756637460752417, "train_lr": 0.0008613843600870809, "train_wd": 0.3292955296650788, "train_acc": 0.7592238709032774, "train_nmi": 0.7260796867040034, "train_ari": 0.3172225164442308, "train_fscore": 0.3311915749193257, "train_adjacc": -1, "epoch": 150}
{"train_loss": 5.106721821591723, "train_cls": 2.941011744318344, "train_patch": 2.165710077162454, "train_lr": 0.000850045846634171, "train_wd": 0.3319138490934139, "train_acc": 0.760734381245004, "train_nmi": 0.7263873440361517, "train_ari": 0.31772690972906176, "train_fscore": 0.3317162545603374, "train_adjacc": -1, "epoch": 151}
{"train_loss": 5.114998071060644, "train_cls": 2.9371234263813824, "train_patch": 2.1778746448869675, "train_lr": 0.0008387501615386735, "train_wd": 0.3345208124913252, "train_acc": 0.7606118230415667, "train_nmi": 0.7267108807549725, "train_ari": 0.3183033937201048, "train_fscore": 0.33227321727956033, "train_adjacc": -1, "epoch": 152}
{"train_loss": 5.144017721495802, "train_cls": 2.9350412620483137, "train_patch": 2.2089764589427423, "train_lr": 0.000827499240258078, "train_wd": 0.33711600818907145, "train_acc": 0.7603370428657075, "train_nmi": 0.7266689923188829, "train_ari": 0.31820889988725043, "train_fscore": 0.33219446440980027, "train_adjacc": -1, "epoch": 153}
{"train_loss": 5.118580921990075, "train_cls": 2.9308672173918007, "train_patch": 2.18771370432729, "train_lr": 0.0008162950105798259, "train_wd": 0.3396990263751673, "train_acc": 0.7623479341526779, "train_nmi": 0.7270573558720043, "train_ari": 0.31887934822223774, "train_fscore": 0.33285811453608577, "train_adjacc": -1, "epoch": 154}
{"train_loss": 5.1255234510367575, "train_cls": 2.9255212576513427, "train_patch": 2.200002192374435, "train_lr": 0.0008051393922909925, "train_wd": 0.3422694591610985, "train_acc": 0.7627062412569944, "train_nmi": 0.7275579356587009, "train_ari": 0.31949376305934585, "train_fscore": 0.33342536183656823, "train_adjacc": -1, "epoch": 155}
{"train_loss": 5.106193874341002, "train_cls": 2.921139347945436, "train_patch": 2.185054526698562, "train_lr": 0.0007940342968493448, "train_wd": 0.3448269006457298, "train_acc": 0.7635547811750599, "train_nmi": 0.7279481265171234, "train_ari": 0.3199713457319789, "train_fscore": 0.33391921938383323, "train_adjacc": -1, "epoch": 156}
{"train_loss": 5.094545042718486, "train_cls": 2.915052247859782, "train_patch": 2.179492795950086, "train_lr": 0.000782981627055817, "train_wd": 0.34737094697940535, "train_acc": 0.7645250986710631, "train_nmi": 0.7283984590593217, "train_ari": 0.32054481630146286, "train_fscore": 0.33452310442129857, "train_adjacc": -1, "epoch": 157}
{"train_loss": 5.093536209374618, "train_cls": 2.9101709264571025, "train_patch": 2.1833652825222063, "train_lr": 0.0007719832767284765, "train_wd": 0.34990119642771594, "train_acc": 0.7655211768085531, "train_nmi": 0.7285637906375687, "train_ari": 0.32055017615909115, "train_fscore": 0.334577696028559, "train_adjacc": -1, "epoch": 158}
{"train_loss": 5.115519705117583, "train_cls": 2.9068543774252245, "train_patch": 2.2086653279819544, "train_lr": 0.0007610411303780366, "train_wd": 0.352417249434943, "train_acc": 0.7661378709532374, "train_nmi": 0.7287281170904102, "train_ari": 0.3206210569925738, "train_fscore": 0.3346931523027814, "train_adjacc": -1, "epoch": 159}
{"train_loss": 5.112031015855589, "train_cls": 2.9014625304805146, "train_patch": 2.210568485577568, "train_lr": 0.0007501570628849389, "train_wd": 0.3549187086871499, "train_acc": 0.7666202975119905, "train_nmi": 0.7291615223152325, "train_ari": 0.32097023772946415, "train_fscore": 0.3350656216739405, "train_adjacc": -1, "epoch": 160}
{"train_loss": 5.114171364547895, "train_cls": 2.8985818075678713, "train_patch": 2.2155895570090576, "train_lr": 0.0007393329391781208, "train_wd": 0.35740517917492254, "train_acc": 0.7666085881294964, "train_nmi": 0.72895035591529, "train_ari": 0.32066975610799386, "train_fscore": 0.3347496047008556, "train_adjacc": -1, "epoch": 161}
{"train_loss": 5.1028938732362334, "train_cls": 2.894310303231914, "train_patch": 2.2085835701621455, "train_lr": 0.0007285706139154535, "train_wd": 0.35987626825574626, "train_acc": 0.7671511228517186, "train_nmi": 0.7292019339128301, "train_ari": 0.32120187322974153, "train_fscore": 0.33527209658673324, "train_adjacc": -1, "epoch": 162}
{"train_loss": 5.100548500667135, "train_cls": 2.891248878130286, "train_patch": 2.209299622920992, "train_lr": 0.0007178719311659698, "train_wd": 0.3623315857160106, "train_acc": 0.7679481414868106, "train_nmi": 0.7295875837846724, "train_ari": 0.3214243787281688, "train_fscore": 0.33554747841657945, "train_adjacc": -1, "epoch": 163}
{"train_loss": 5.084320478957239, "train_cls": 2.8837285747097954, "train_patch": 2.200591903546904, "train_lr": 0.000707238724093881, "train_wd": 0.3647707438326247, "train_acc": 0.7686226019184652, "train_nmi": 0.7298935022319496, "train_ari": 0.32181771629678746, "train_fscore": 0.33587465870715305, "train_adjacc": -1, "epoch": 164}
{"train_loss": 5.105726759955227, "train_cls": 2.878947306196574, "train_patch": 2.2267794540787724, "train_lr": 0.0006966728146444764, "train_wd": 0.3671933574342463, "train_acc": 0.7693571705135891, "train_nmi": 0.7301033551115607, "train_ari": 0.3222915044155395, "train_fscore": 0.3363340598896131, "train_adjacc": -1, "epoch": 165}
{"train_loss": 5.067521546732822, "train_cls": 2.87341241032439, "train_patch": 2.1941091362766616, "train_lr": 0.0006861760132319493, "train_wd": 0.36959904396210436, "train_acc": 0.7711760279276578, "train_nmi": 0.7301852018269172, "train_ari": 0.32237125307470743, "train_fscore": 0.3364667376331836, "train_adjacc": -1, "epoch": 166}
{"train_loss": 5.084370018787784, "train_cls": 2.8681566684717517, "train_patch": 2.21621335002048, "train_lr": 0.0006757501184291822, "train_wd": 0.37198742353040853, "train_acc": 0.7716397194744204, "train_nmi": 0.7308456501650293, "train_ari": 0.3229757138010155, "train_fscore": 0.3370978529652946, "train_adjacc": -1, "epoch": 167}
{"train_loss": 5.081523735242949, "train_cls": 2.8586338972069805, "train_patch": 2.2228898396626184, "train_lr": 0.0006653969166595786, "train_wd": 0.3743581189863374, "train_acc": 0.7728941846522782, "train_nmi": 0.7311279348694643, "train_ari": 0.3231266196400989, "train_fscore": 0.33727500973774566, "train_adjacc": -1, "epoch": 168}
{"train_loss": 5.078257111571937, "train_cls": 2.8545806705460346, "train_patch": 2.2236764397424498, "train_lr": 0.0006551181818909626, "train_wd": 0.3767107559695971, "train_acc": 0.7735085369204636, "train_nmi": 0.7317791778140204, "train_ari": 0.32363989347231353, "train_fscore": 0.3378623142994103, "train_adjacc": -1, "epoch": 169}
{"train_loss": 5.079720141480771, "train_cls": 2.850852202953135, "train_patch": 2.228867939555739, "train_lr": 0.000644915675331621, "train_wd": 0.3790449629715364, "train_acc": 0.7739136815547561, "train_nmi": 0.7315230679931591, "train_ari": 0.3233092312873044, "train_fscore": 0.3375691490831777, "train_adjacc": -1, "epoch": 170}
{"train_loss": 5.066088288584702, "train_cls": 2.845808600478297, "train_patch": 2.220279688435457, "train_lr": 0.0006347911451285322, "train_wd": 0.38136037139380835, "train_acc": 0.7749136628197442, "train_nmi": 0.7321603915714775, "train_ari": 0.323845348829653, "train_fscore": 0.3380940407184282, "train_adjacc": -1, "epoch": 171}
{"train_loss": 5.070905322889439, "train_cls": 2.838063269021283, "train_patch": 2.2328420541316962, "train_lr": 0.0006247463260678229, "train_wd": 0.3836566156065837, "train_acc": 0.775257918665068, "train_nmi": 0.7323350495952723, "train_ari": 0.32396945562271356, "train_fscore": 0.33827736360663163, "train_adjacc": -1, "epoch": 172}
{"train_loss": 5.04956484682185, "train_cls": 2.8290285979219667, "train_patch": 2.2205362489713516, "train_lr": 0.0006147829392775295, "train_wd": 0.3859333330062813, "train_acc": 0.7771938699040767, "train_nmi": 0.7328852980607117, "train_ari": 0.32437755912791577, "train_fscore": 0.3386948314593908, "train_adjacc": -1, "epoch": 173}
{"train_loss": 5.042868492304445, "train_cls": 2.8213818681751675, "train_patch": 2.221486624308693, "train_lr": 0.0006049026919326875, "train_wd": 0.38819016407283186, "train_acc": 0.7786185114408474, "train_nmi": 0.7332095594855895, "train_ari": 0.32446694397057996, "train_fscore": 0.33881866771180597, "train_adjacc": -1, "epoch": 174}
{"train_loss": 5.050109898732554, "train_cls": 2.812261016881592, "train_patch": 2.2378488814772415, "train_lr": 0.0005951072769628149, "train_wd": 0.3904267524264474, "train_acc": 0.780296856264988, "train_nmi": 0.733438281674206, "train_ari": 0.3245357889684745, "train_fscore": 0.33891804098197487, "train_adjacc": -1, "epoch": 175}
{"train_loss": 5.046134660489482, "train_cls": 2.8050391297954187, "train_patch": 2.241095530332999, "train_lr": 0.0005853983727618389, "train_wd": 0.39264274488390094, "train_acc": 0.7808144109712231, "train_nmi": 0.7341402930880034, "train_ari": 0.324991063615333, "train_fscore": 0.33945054889206355, "train_adjacc": -1, "epoch": 176}
{"train_loss": 5.037917655726655, "train_cls": 2.7976785689729344, "train_patch": 2.240239086205052, "train_lr": 0.0005757776429005139, "train_wd": 0.39483779151429266, "train_acc": 0.7822203174960032, "train_nmi": 0.7346244436608185, "train_ari": 0.3253635951320693, "train_fscore": 0.3398550715140249, "train_adjacc": -1, "epoch": 177}
{"train_loss": 5.015711428807508, "train_cls": 2.787624746349623, "train_patch": 2.2280866824675627, "train_lr": 0.000566246735841373, "train_wd": 0.39701154569431596, "train_acc": 0.7831656549760192, "train_nmi": 0.7349810300220077, "train_ari": 0.325841816090071, "train_fscore": 0.340358108482304, "train_adjacc": -1, "epoch": 178}
{"train_loss": 5.027313478070674, "train_cls": 2.7838622529244277, "train_patch": 2.2434512240020075, "train_lr": 0.0005568072846562774, "train_wd": 0.399163664162986, "train_acc": 0.7841312887190248, "train_nmi": 0.7347861629338193, "train_ari": 0.3257646576761528, "train_fscore": 0.34024521781066286, "train_adjacc": -1, "epoch": 179}
{"train_loss": 5.0013611660622574, "train_cls": 2.7758099040884576, "train_patch": 2.2255512618308635, "train_lr": 0.0005474609067465927, "train_wd": 0.4012938070758483, "train_acc": 0.7857065909772182, "train_nmi": 0.735388145451095, "train_ari": 0.3264878731711211, "train_fscore": 0.3410170243162215, "train_adjacc": -1, "epoch": 180}
{"train_loss": 5.02611408954997, "train_cls": 2.771725944200937, "train_patch": 2.2543881446961387, "train_lr": 0.000538209203566057, "train_wd": 0.40340163805864254, "train_acc": 0.7867651191546763, "train_nmi": 0.7356813731556766, "train_ari": 0.32638859923390495, "train_fscore": 0.3409465840908737, "train_adjacc": -1, "epoch": 181}
{"train_loss": 4.990082686625534, "train_cls": 2.7605166839797506, "train_patch": 2.2295660029897255, "train_lr": 0.0005290537603463841, "train_wd": 0.405486824260423, "train_acc": 0.788568364058753, "train_nmi": 0.7361464641157291, "train_ari": 0.32686265878877274, "train_fscore": 0.34146912317552275, "train_adjacc": -1, "epoch": 182}
{"train_loss": 4.987813360899758, "train_cls": 2.7530820790163095, "train_patch": 2.234731281759868, "train_lr": 0.0005199961458256364, "train_wd": 0.4075490364061164, "train_acc": 0.7896050347222222, "train_nmi": 0.7365567707057346, "train_ari": 0.32711512039803087, "train_fscore": 0.34176421182783495, "train_adjacc": -1, "epoch": 183}
{"train_loss": 4.995492652651193, "train_cls": 2.7463238743438327, "train_patch": 2.249168778835929, "train_lr": 0.0005110379119794328, "train_wd": 0.40958794884851907, "train_acc": 0.7905964291067147, "train_nmi": 0.7366825961595354, "train_ari": 0.32703297676039134, "train_fscore": 0.3417029424219471, "train_adjacc": -1, "epoch": 184}
{"train_loss": 4.996389689958757, "train_cls": 2.7382099797769035, "train_patch": 2.2581797099808494, "train_lr": 0.0005021805937550263, "train_wd": 0.41160323961971934, "train_acc": 0.7910171862509991, "train_nmi": 0.7372130952677642, "train_ari": 0.32760314315356803, "train_fscore": 0.342293437968017, "train_adjacc": -1, "epoch": 185}
{"train_loss": 4.972008264557325, "train_cls": 2.7292404953259335, "train_patch": 2.242767768300069, "train_lr": 0.0004934257088082993, "train_wd": 0.4135945904819429, "train_acc": 0.7925698503697043, "train_nmi": 0.737359367529733, "train_ari": 0.32778067415083395, "train_fscore": 0.3424840140031848, "train_adjacc": -1, "epoch": 186}
{"train_loss": 4.96946965380431, "train_cls": 2.7212091484378806, "train_patch": 2.2482605047708604, "train_lr": 0.0004847747572437124, "train_wd": 0.41556168697780543, "train_acc": 0.794439448441247, "train_nmi": 0.738115633483039, "train_ari": 0.3285978547614988, "train_fscore": 0.34329257587458345, "train_adjacc": -1, "epoch": 187}
{"train_loss": 4.986611088420704, "train_cls": 2.715067837003181, "train_patch": 2.2715432510892155, "train_lr": 0.0004762292213572845, "train_wd": 0.41750421847996505, "train_acc": 0.7948445930755396, "train_nmi": 0.738342856045779, "train_ari": 0.32884116211622083, "train_fscore": 0.34352008673225853, "train_adjacc": -1, "epoch": 188}
{"train_loss": 4.958720729862757, "train_cls": 2.7049452098090945, "train_patch": 2.2537755196516533, "train_lr": 0.00046779056538259647, "train_wd": 0.41942187824018023, "train_acc": 0.7963402715327738, "train_nmi": 0.73877079928205, "train_ari": 0.3291886027782538, "train_fscore": 0.3439156811984485, "train_adjacc": -1, "epoch": 189}
{"train_loss": 4.939570151233702, "train_cls": 2.695647922488187, "train_patch": 2.243922228709036, "train_lr": 0.00045946023523990755, "train_wd": 0.42131436343774387, "train_acc": 0.7976790442645884, "train_nmi": 0.7390002708844318, "train_ari": 0.3292619568632299, "train_fscore": 0.3440014762750631, "train_adjacc": -1, "epoch": 190}
{"train_loss": 4.956064257338989, "train_cls": 2.68615311941059, "train_patch": 2.2699111381926826, "train_lr": 0.00045123965828840147, "train_wd": 0.4231813752273048, "train_acc": 0.7998491831534772, "train_nmi": 0.7393371454797903, "train_ari": 0.3296651014136958, "train_fscore": 0.34439433656872115, "train_adjacc": -1, "epoch": 191}
{"train_loss": 4.942247862703533, "train_cls": 2.678463766458545, "train_patch": 2.2637840962129756, "train_lr": 0.0004431302430816218, "train_wd": 0.4250226187860599, "train_acc": 0.8005447204736211, "train_nmi": 0.7397136132747208, "train_ari": 0.3301745470598306, "train_fscore": 0.34491496816189615, "train_adjacc": -1, "epoch": 192}
{"train_loss": 4.93624881722575, "train_cls": 2.667430246491536, "train_patch": 2.268818570884595, "train_lr": 0.00043513337912611286, "train_wd": 0.42683780336030575, "train_acc": 0.8022176009192646, "train_nmi": 0.7400407661973052, "train_ari": 0.33038910470303906, "train_fscore": 0.34515632721700024, "train_adjacc": -1, "epoch": 193}
{"train_loss": 4.927066881421039, "train_cls": 2.6597819656243833, "train_patch": 2.267284916716067, "train_lr": 0.0004272504366433505, "train_wd": 0.4286266423113554, "train_acc": 0.8036430230815348, "train_nmi": 0.7403286068365493, "train_ari": 0.3304824675970567, "train_fscore": 0.3452913711400473, "train_adjacc": -1, "epoch": 194}
{"train_loss": 4.898483254786709, "train_cls": 2.6499792108138043, "train_patch": 2.2485040440987185, "train_lr": 0.0004194827663349437, "train_wd": 0.43038885316080233, "train_acc": 0.8053018522681854, "train_nmi": 0.7407389193168107, "train_ari": 0.33070459550856873, "train_fscore": 0.3455631585682513, "train_adjacc": -1, "epoch": 195}
{"train_loss": 4.912196196192841, "train_cls": 2.641448211380475, "train_patch": 2.270747984644862, "train_lr": 0.0004118316991512141, "train_wd": 0.43212415763512435, "train_acc": 0.8065930068445244, "train_nmi": 0.7413051593389139, "train_ari": 0.33124053984694035, "train_fscore": 0.3461403604358506, "train_adjacc": -1, "epoch": 196}
{"train_loss": 4.896979768767203, "train_cls": 2.6323601421501808, "train_patch": 2.2646196254772497, "train_lr": 0.00040429854606313393, "train_wd": 0.4338322817096299, "train_acc": 0.808119129696243, "train_nmi": 0.741316190578906, "train_ari": 0.33122034897208497, "train_fscore": 0.34612548743939986, "train_adjacc": -1, "epoch": 197}
{"train_loss": 4.897735066991821, "train_cls": 2.6242224191956454, "train_patch": 2.273512647840098, "train_lr": 0.0003968845978377055, "train_wd": 0.4355129556517248, "train_acc": 0.8088989745703438, "train_nmi": 0.7417558485166309, "train_ari": 0.3314301315356948, "train_fscore": 0.3463414428130674, "train_adjacc": -1, "epoch": 198}
{"train_loss": 4.8885052026562885, "train_cls": 2.615350959556018, "train_patch": 2.273154243170995, "train_lr": 0.0003895911248167891, "train_wd": 0.4371659140635125, "train_acc": 0.8106257181754596, "train_nmi": 0.741964570390076, "train_ari": 0.3315654987093929, "train_fscore": 0.34652251901932213, "train_adjacc": -1, "epoch": 199}
{"train_loss": 4.840018877624083, "train_cls": 2.606780122699801, "train_patch": 2.2332387550337187, "train_lr": 0.00038241937669944036, "train_wd": 0.4387908959236972, "train_acc": 0.8124367693345323, "train_nmi": 0.7421665164655555, "train_ari": 0.33157902486031476, "train_fscore": 0.34657951391694214, "train_adjacc": -1, "epoch": 200}
{"train_loss": 4.890861069841637, "train_cls": 2.597159284117113, "train_patch": 2.293701785382071, "train_lr": 0.0003753705823277796, "train_wd": 0.4403876446288059, "train_acc": 0.8131245003996802, "train_nmi": 0.7425069720287603, "train_ari": 0.3317319934796992, "train_fscore": 0.34675148451197274, "train_adjacc": -1, "epoch": 201}
{"train_loss": 4.855128295883405, "train_cls": 2.5863796003820965, "train_patch": 2.268748695580222, "train_lr": 0.00036844594947643407, "train_wd": 0.4419559080337069, "train_acc": 0.8149339903077538, "train_nmi": 0.742931403083351, "train_ari": 0.33214548891275325, "train_fscore": 0.3471676979554678, "train_adjacc": -1, "epoch": 202}
{"train_loss": 4.851352286460302, "train_cls": 2.5796394936180564, "train_patch": 2.271712791871467, "train_lr": 0.0003616466646455962, "train_wd": 0.4434954384914305, "train_acc": 0.8154429581334932, "train_nmi": 0.7429560366980992, "train_ari": 0.33203906993852134, "train_fscore": 0.3470736449695287, "train_adjacc": -1, "epoch": 203}
{"train_loss": 4.810641941034513, "train_cls": 2.568695381230159, "train_patch": 2.2419465592899304, "train_lr": 0.0003549738928577169, "train_wd": 0.4450059928922687, "train_acc": 0.8176685214328537, "train_nmi": 0.7432944213486928, "train_ari": 0.3324550673736827, "train_fscore": 0.3474796325404845, "train_adjacc": -1, "epoch": 204}
{"train_loss": 4.843111302926958, "train_cls": 2.559844639317559, "train_patch": 2.2832666639049504, "train_lr": 0.00034842877745789154, "train_wd": 0.4464873327021714, "train_acc": 0.8185880982713829, "train_nmi": 0.7436500099560015, "train_ari": 0.33278768733526093, "train_fscore": 0.3478337740053065, "train_adjacc": -1, "epoch": 205}
{"train_loss": 4.8330540355417035, "train_cls": 2.5500797879689343, "train_patch": 2.2829742478095083, "train_lr": 0.0003420124399179509, "train_wd": 0.44793922400041236, "train_acc": 0.8201446655175859, "train_nmi": 0.7438576941837869, "train_ari": 0.332823187262043, "train_fscore": 0.3478827606955192, "train_adjacc": -1, "epoch": 206}
{"train_loss": 4.827438295289553, "train_cls": 2.5396909068809816, "train_patch": 2.2877473891254883, "train_lr": 0.00033572597964429796, "train_wd": 0.4493614375165216, "train_acc": 0.8212414443445244, "train_nmi": 0.7443873777871094, "train_ari": 0.33337210331731054, "train_fscore": 0.348456235185996, "train_adjacc": -1, "epoch": 207}
{"train_loss": 4.803401794915886, "train_cls": 2.531547971380254, "train_patch": 2.2718538231976466, "train_lr": 0.0003295704737895403, "train_wd": 0.4507537486665005, "train_acc": 0.8227667865707434, "train_nmi": 0.7443688073017171, "train_ari": 0.3333160953261884, "train_fscore": 0.3483848023399207, "train_adjacc": -1, "epoch": 208}
{"train_loss": 4.80122334306403, "train_cls": 2.5233540710859854, "train_patch": 2.2778692716326145, "train_lr": 0.00032354697706791716, "train_wd": 0.4521159375882756, "train_acc": 0.8241851831035172, "train_nmi": 0.7448987065605726, "train_ari": 0.3335985566077529, "train_fscore": 0.34870275489776575, "train_adjacc": -1, "epoch": 209}
{"train_loss": 4.799429860442496, "train_cls": 2.512116279086019, "train_patch": 2.287313581515047, "train_lr": 0.0003176565215745821, "train_wd": 0.4534477891764285, "train_acc": 0.8256293402777778, "train_nmi": 0.7449186516962798, "train_ari": 0.3336588908896124, "train_fscore": 0.3487761505451977, "train_adjacc": -1, "epoch": 210}
{"train_loss": 4.7658787489407874, "train_cls": 2.5043885703864905, "train_patch": 2.261490178487296, "train_lr": 0.00031190011660875937, "train_wd": 0.4547490931161529, "train_acc": 0.8271929331534772, "train_nmi": 0.7454195984157004, "train_ari": 0.33419688652602625, "train_fscore": 0.3493227268212379, "train_adjacc": -1, "epoch": 211}
{"train_loss": 4.771306754495624, "train_cls": 2.4959045735267487, "train_patch": 2.27540218047083, "train_lr": 0.00030627874850080756, "train_wd": 0.45601964391647065, "train_acc": 0.82820306254996, "train_nmi": 0.7453872721837856, "train_ari": 0.3340128848491668, "train_fscore": 0.34915565376814567, "train_adjacc": -1, "epoch": 212}
{"train_loss": 4.790596352388366, "train_cls": 2.48594390065949, "train_patch": 2.304652451116184, "train_lr": 0.00030079338044321094, "train_wd": 0.4572592409426823, "train_acc": 0.8298166154576339, "train_nmi": 0.745779941968506, "train_ari": 0.33435632359098016, "train_fscore": 0.34951303591788724, "train_adjacc": -1, "epoch": 213}
{"train_loss": 4.7517621855167365, "train_cls": 2.4794285018413924, "train_patch": 2.272333682913759, "train_lr": 0.00029544495232554884, "train_wd": 0.4584676884480474, "train_acc": 0.8306745228816946, "train_nmi": 0.7459691674409581, "train_ari": 0.33451535758477874, "train_fscore": 0.3496660407008017, "train_adjacc": -1, "epoch": 214}
{"train_loss": 4.744713967220841, "train_cls": 2.4680078009517192, "train_patch": 2.276706166608597, "train_lr": 0.0002902343805734449, "train_wd": 0.45964479560469496, "train_acc": 0.832136634442446, "train_nmi": 0.7460265458604873, "train_ari": 0.3343255024448178, "train_fscore": 0.3495385316432795, "train_adjacc": -1, "epoch": 215}
{"train_loss": 4.752693039982272, "train_cls": 2.459472217174957, "train_patch": 2.2932208238272285, "train_lr": 0.0002851625579915455, "train_wd": 0.46079037653376187, "train_acc": 0.833726768585132, "train_nmi": 0.7465520902494123, "train_ari": 0.33498348319776194, "train_fscore": 0.3501831428144949, "train_adjacc": -1, "epoch": 216}
{"train_loss": 4.7230824750068665, "train_cls": 2.452403589034919, "train_patch": 2.2706788855654705, "train_lr": 0.0002802303536105388, "train_wd": 0.46190425033473825, "train_acc": 0.8348149605315748, "train_nmi": 0.7465317312345826, "train_ari": 0.33474083239093133, "train_fscore": 0.34994132287646984, "train_adjacc": -1, "epoch": 217}
{"train_loss": 4.7461294771479565, "train_cls": 2.443419534920735, "train_patch": 2.3027099415192382, "train_lr": 0.00027543861253825626, "train_wd": 0.4629862411140383, "train_acc": 0.8360225881794564, "train_nmi": 0.7466183513917919, "train_ari": 0.3348808865364523, "train_fscore": 0.35010771314273526, "train_adjacc": -1, "epoch": 218}
{"train_loss": 4.718309132946576, "train_cls": 2.436400832928461, "train_patch": 2.2819082993644773, "train_lr": 0.0002707881558148609, "train_wd": 0.4640361780127756, "train_acc": 0.8373933665567546, "train_nmi": 0.7470008938269528, "train_ari": 0.33521165821655646, "train_fscore": 0.3504488877803521, "train_adjacc": -1, "epoch": 219}
{"train_loss": 4.713176993246702, "train_cls": 2.4270732807655104, "train_patch": 2.2861037125035253, "train_lr": 0.00026627978027217247, "train_wd": 0.4650538952337413, "train_acc": 0.8385291766586731, "train_nmi": 0.7469541595681605, "train_ari": 0.3349863865355172, "train_fscore": 0.3502308144657974, "train_adjacc": -1, "epoch": 220}
{"train_loss": 4.711961452185893, "train_cls": 2.418982306460319, "train_patch": 2.292979144949844, "train_lr": 0.0002619142583971311, "train_wd": 0.46603923206759035, "train_acc": 0.8395268160471623, "train_nmi": 0.7474429199273378, "train_ari": 0.3353518855701005, "train_fscore": 0.3506451843557845, "train_adjacc": -1, "epoch": 221}
{"train_loss": 4.704912268932608, "train_cls": 2.4125635999892885, "train_patch": 2.2923486684862193, "train_lr": 0.00025769233819943635, "train_wd": 0.4669920329182122, "train_acc": 0.8401786383393285, "train_nmi": 0.74722650521486, "train_ari": 0.33519653896629853, "train_fscore": 0.35043884805158443, "train_adjacc": -1, "epoch": 222}
{"train_loss": 4.714390315130341, "train_cls": 2.404678764364434, "train_patch": 2.309711550445788, "train_lr": 0.0002536147430833791, "train_wd": 0.46791214732731057, "train_acc": 0.8410459132693845, "train_nmi": 0.7474305583707685, "train_ari": 0.33543955725892377, "train_fscore": 0.35072861006275846, "train_adjacc": -1, "epoch": 223}
{"train_loss": 4.695239928995463, "train_cls": 2.3960124461425485, "train_patch": 2.2992274822826557, "train_lr": 0.0002496821717238922, "train_wd": 0.4687994299981499, "train_acc": 0.8428124687749801, "train_nmi": 0.7476896005034992, "train_ari": 0.335605571396061, "train_fscore": 0.3509172100903382, "train_adjacc": -1, "epoch": 224}
{"train_loss": 4.6893495311268225, "train_cls": 2.3899997753075524, "train_patch": 2.299349753943225, "train_lr": 0.0002458952979468312, "train_wd": 0.4696537408185125, "train_acc": 0.8429951351418865, "train_nmi": 0.7478606845080672, "train_ari": 0.335731932064567, "train_fscore": 0.3510355617713264, "train_adjacc": -1, "epoch": 225}
{"train_loss": 4.684626674590756, "train_cls": 2.3814979385306163, "train_patch": 2.303128736257422, "train_lr": 0.00024225477061352448, "train_wd": 0.4704749448828185, "train_acc": 0.8450747214728217, "train_nmi": 0.7478653646818484, "train_ari": 0.3355907302701706, "train_fscore": 0.35094021798889835, "train_adjacc": -1, "epoch": 226}
{"train_loss": 4.660405465372675, "train_cls": 2.3750220384593193, "train_patch": 2.2853834262976855, "train_lr": 0.0002387612135095885, "train_wd": 0.47126291251342295, "train_acc": 0.8458288057054356, "train_nmi": 0.7480758566499927, "train_ari": 0.3358724051281525, "train_fscore": 0.3512114467265905, "train_adjacc": -1, "epoch": 227}
{"train_loss": 4.673315702975511, "train_cls": 2.3685175662593756, "train_patch": 2.304798135852559, "train_lr": 0.00023541522523804848, "train_wd": 0.4720175192811053, "train_acc": 0.8467624338029577, "train_nmi": 0.748140805662717, "train_ari": 0.33584322938391903, "train_fscore": 0.3511815949606846, "train_adjacc": -1, "epoch": 228}
{"train_loss": 4.667140582065692, "train_cls": 2.3627467850263386, "train_patch": 2.304393796995431, "train_lr": 0.00023221737911676885, "train_wd": 0.4727386460247088, "train_acc": 0.847703087529976, "train_nmi": 0.7482020590939116, "train_ari": 0.335851169884991, "train_fscore": 0.3512120563740445, "train_adjacc": -1, "epoch": 229}
{"train_loss": 4.648280202842159, "train_cls": 2.3579705418813393, "train_patch": 2.290309659972918, "train_lr": 0.00022916822308022126, "train_wd": 0.47342617886995797, "train_acc": 0.8490691821542766, "train_nmi": 0.7483304656027437, "train_ari": 0.33591157919864684, "train_fscore": 0.35126529927301686, "train_adjacc": -1, "epoch": 230}
{"train_loss": 4.644133050908907, "train_cls": 2.3506096134194547, "train_patch": 2.293523437020441, "train_lr": 0.0002262682795855942, "train_wd": 0.47408000924744975, "train_acc": 0.8493072729316546, "train_nmi": 0.7485804759686517, "train_ari": 0.3362214545909599, "train_fscore": 0.35157321898779403, "train_adjacc": -1, "epoch": 231}
{"train_loss": 4.657793753146887, "train_cls": 2.3441079152334066, "train_patch": 2.3136858373633227, "train_lr": 0.00022351804552327628, "train_wd": 0.4747000339097881, "train_acc": 0.8497038306854516, "train_nmi": 0.7483807904742044, "train_ari": 0.33594801999571644, "train_fscore": 0.3512925331367121, "train_adjacc": -1, "epoch": 232}
{"train_loss": 4.635245718862966, "train_cls": 2.33852615998574, "train_patch": 2.2967195584841495, "train_lr": 0.00022091799213171752, "train_wd": 0.4752861549478896, "train_acc": 0.8511331559752199, "train_nmi": 0.748833078820531, "train_ari": 0.336250527832022, "train_fscore": 0.3516365317196256, "train_adjacc": -1, "epoch": 233}
{"train_loss": 4.634828675177982, "train_cls": 2.3332491401652935, "train_patch": 2.3015795346136563, "train_lr": 0.00021846856491668037, "train_wd": 0.4758382798064487, "train_acc": 0.8519051945943246, "train_nmi": 0.7487046871944083, "train_ari": 0.33607137766867784, "train_fscore": 0.3514484943219527, "train_adjacc": -1, "epoch": 234}
{"train_loss": 4.64487266571497, "train_cls": 2.3288583598054236, "train_patch": 2.3160143050042796, "train_lr": 0.00021617018357490773, "train_wd": 0.47635632129854977, "train_acc": 0.8522986298461231, "train_nmi": 0.7488022918750624, "train_ari": 0.3362201449934861, "train_fscore": 0.35161492265474587, "train_adjacc": -1, "epoch": 235}
{"train_loss": 4.64424945266365, "train_cls": 2.324459811432107, "train_patch": 2.3197896406307614, "train_lr": 0.00021402324192221203, "train_wd": 0.47684019761943514, "train_acc": 0.8526015125399681, "train_nmi": 0.7488071400594598, "train_ari": 0.33627260644039053, "train_fscore": 0.3516732049595927, "train_adjacc": -1, "epoch": 236}
{"train_loss": 4.632517315837429, "train_cls": 2.3202585872712373, "train_patch": 2.3122587280830356, "train_lr": 0.00021202810782599158, "train_wd": 0.4772898323594256, "train_acc": 0.8539808777977618, "train_nmi": 0.7489942060024536, "train_ari": 0.3363859964353064, "train_fscore": 0.3517960826053093, "train_adjacc": -1, "epoch": 237}
{"train_loss": 4.624565530964415, "train_cls": 2.3167263277680528, "train_patch": 2.307839202187616, "train_lr": 0.00021018512314220387, "train_wd": 0.4777051545159828, "train_acc": 0.8538918864908074, "train_nmi": 0.7488681865544741, "train_ari": 0.3361369358869549, "train_fscore": 0.3515693904865304, "train_adjacc": -1, "epoch": 238}
{"train_loss": 4.638605239675295, "train_cls": 2.312379668571716, "train_patch": 2.326225570724647, "train_lr": 0.00020849460365678573, "train_wd": 0.4780860985049237, "train_acc": 0.8550394059752199, "train_nmi": 0.74900460121417, "train_ari": 0.3364679038784511, "train_fscore": 0.351894208304912, "train_adjacc": -1, "epoch": 239}
{"train_loss": 4.59869425062784, "train_cls": 2.309435351837358, "train_patch": 2.289258898975109, "train_lr": 0.00020695683903154859, "train_wd": 0.4784326041707756, "train_acc": 0.8551120041466826, "train_nmi": 0.7489709172135568, "train_ari": 0.33627006288582695, "train_fscore": 0.3516994792486238, "train_adjacc": -1, "epoch": 240}
{"train_loss": 4.5989788065639905, "train_cls": 2.307017946507868, "train_patch": 2.291960859849906, "train_lr": 0.00020557209275454534, "train_wd": 0.478744616796279, "train_acc": 0.8549738334332534, "train_nmi": 0.7490617912146718, "train_ari": 0.33660363385629694, "train_fscore": 0.35199755014276163, "train_adjacc": -1, "epoch": 241}
{"train_loss": 4.609230160058069, "train_cls": 2.304294717817498, "train_patch": 2.304935441079209, "train_lr": 0.00020434060209492073, "train_wd": 0.4790220871110221, "train_acc": 0.855224414218625, "train_nmi": 0.7488951398922981, "train_ari": 0.33634166429823936, "train_fscore": 0.35175632262947854, "train_adjacc": -1, "epoch": 242}
{"train_loss": 4.61633342935694, "train_cls": 2.303837085646733, "train_patch": 2.312496343062525, "train_lr": 0.00020326257806226, "train_wd": 0.47926497129922546, "train_acc": 0.8556225332234213, "train_nmi": 0.7489983383857016, "train_ari": 0.33636044703695983, "train_fscore": 0.3518091610844735, "train_adjacc": -1, "epoch": 243}
{"train_loss": 4.621554467993842, "train_cls": 2.300035005866391, "train_patch": 2.321519461672583, "train_lr": 0.00020233820537043123, "train_wd": 0.47947323100666067, "train_acc": 0.8557396270483613, "train_nmi": 0.7489293735351386, "train_ari": 0.3363696805084567, "train_fscore": 0.35176942746211715, "train_adjacc": -1, "epoch": 244}
{"train_loss": 4.606867427761249, "train_cls": 2.298744931957014, "train_patch": 2.308122495513895, "train_lr": 0.00020156764240593714, "train_wd": 0.4796468333467059, "train_acc": 0.8558988746502798, "train_nmi": 0.7491297214220228, "train_ari": 0.33646128915401285, "train_fscore": 0.35185455614775857, "train_adjacc": -1, "epoch": 245}
{"train_loss": 4.621359345411583, "train_cls": 2.298733154536604, "train_patch": 2.3226261909017794, "train_lr": 0.00020095102120077412, "train_wd": 0.4797857509055383, "train_acc": 0.8559316609212629, "train_nmi": 0.7489279721571696, "train_ari": 0.33631043689696005, "train_fscore": 0.3517106258277859, "train_adjacc": -1, "epoch": 246}
{"train_loss": 4.608805344893421, "train_cls": 2.2954042756402915, "train_patch": 2.3134010691250815, "train_lr": 0.00020048844740981175, "train_wd": 0.4798899617464648, "train_acc": 0.8568192321143085, "train_nmi": 0.7491412665206141, "train_ari": 0.336427677905061, "train_fscore": 0.3518421763668403, "train_adjacc": -1, "epoch": 247}
{"train_loss": 4.583239658350806, "train_cls": 2.295313545473688, "train_patch": 2.287926113011865, "train_lr": 0.00020018000029268726, "train_wd": 0.47995944941338675, "train_acc": 0.8562923099020784, "train_nmi": 0.7489290274909784, "train_ari": 0.3363102682539655, "train_fscore": 0.35172380595797365, "train_adjacc": -1, "epoch": 248}
{"train_loss": 4.577986335591804, "train_cls": 2.295618304616506, "train_patch": 2.2823680315585846, "train_lr": 0.0002000257327002268, "train_wd": 0.47999420293339473, "train_acc": 0.85638676558753, "train_nmi": 0.749173777529295, "train_ari": 0.3365137154023305, "train_fscore": 0.3519530458531447, "train_adjacc": -1, "epoch": 249}