{"train_loss": 9.255876913988333, "train_cls": 6.542419583010349, "train_patch": 2.7134573334972445, "train_lr": 9.992805180270203e-05, "train_wd": 0.04000046208277654, "train_acc": 0.43693170463629094, "train_nmi": 0.04206814636682388, "train_ari": 3.2445201605670135, "train_fscore": 0.014380897764126689, "train_adjacc": -1, "epoch": 0}
{"train_loss": 9.39518531158769, "train_cls": 6.685520850735412, "train_patch": 2.709664459991679, "train_lr": 0.00029994404029099034, "train_wd": 0.0400032367888798, "train_acc": 0.48594093475219824, "train_nmi": 0.05390022546763304, "train_ari": 0.10760570173058005, "train_fscore": 0.016672997620424717, "train_adjacc": -1, "epoch": 1}
{"train_loss": 9.185604063727014, "train_cls": 6.507202806923505, "train_patch": 2.6784012569047566, "train_lr": 0.0004999600287792787, "train_wd": 0.04000878726773828, "train_acc": 0.2628631469824141, "train_nmi": 0.11330563951963234, "train_ari": -0.3366832381385432, "train_fscore": 0.009175972265518625, "train_adjacc": -1, "epoch": 2}
{"train_loss": 7.575780656173837, "train_cls": 5.549317475822237, "train_patch": 2.0264631793153085, "train_lr": 0.0006999760172675668, "train_wd": 0.040017113433756774, "train_acc": 0.224582053107514, "train_nmi": 0.1878250171433015, "train_ari": 1.1392801017899314, "train_fscore": 0.00844999409617686, "train_adjacc": -1, "epoch": 3}
{"train_loss": 6.9895352950866085, "train_cls": 5.1206827183945665, "train_patch": 1.868852574399097, "train_lr": 0.0008999920057558545, "train_wd": 0.040028215158535566, "train_acc": 0.25174391736610713, "train_nmi": 0.22798483087845237, "train_ari": -1.7828230305362145, "train_fscore": 0.011226030414959641, "train_adjacc": -1, "epoch": 4}
{"train_loss": 6.46659633352888, "train_cls": 4.6335024820814885, "train_patch": 1.8330938526385312, "train_lr": 0.001100007994244144, "train_wd": 0.04004209227087221, "train_acc": 0.29262605540567543, "train_nmi": 0.26360502140442177, "train_ari": 4.212535206555788, "train_fscore": 0.01579965866371759, "train_adjacc": -1, "epoch": 5}
{"train_loss": 6.102251476211419, "train_cls": 4.271876512314204, "train_patch": 1.8303749630753277, "train_lr": 0.0013000239827324325, "train_wd": 0.040058744556764656, "train_acc": 0.3389319794164668, "train_nmi": 0.2915465626151, "train_ari": 2.560344694464927, "train_fscore": 0.020585620677104004, "train_adjacc": -1, "epoch": 6}
{"train_loss": 6.087441110329853, "train_cls": 4.188583184251016, "train_patch": 1.898857924560134, "train_lr": 0.00150003997122072, "train_wd": 0.0400781717594139, "train_acc": 0.34998095273780977, "train_nmi": 0.30924052459966256, "train_ari": 15.752328660190493, "train_fscore": 0.025673596324818335, "train_adjacc": -1, "epoch": 7}
{"train_loss": 5.942876437418371, "train_cls": 4.041072491892903, "train_patch": 1.9018039456326707, "train_lr": 0.0017000559597090108, "train_wd": 0.040100373579228465, "train_acc": 0.3752615095423661, "train_nmi": 0.33156517879928077, "train_ari": 3.979437381173816, "train_fscore": 0.03074540900287506, "train_adjacc": -1, "epoch": 8}
{"train_loss": 6.093869645199139, "train_cls": 4.156327324186107, "train_patch": 1.9375423208224498, "train_lr": 0.0019000719481972992, "train_wd": 0.040125349673828935, "train_acc": 0.37604213504196643, "train_nmi": 0.3585052756665849, "train_ari": 0.029860310989825733, "train_fscore": 0.03667191963103208, "train_adjacc": -1, "epoch": 9}
{"train_loss": 10.627985102643402, "train_cls": 7.486366493167351, "train_patch": 3.1416186069508347, "train_lr": 0.0019999973687879003, "train_wd": 0.04015309965805288, "train_acc": 0.23550768759992005, "train_nmi": 0.12391718902164041, "train_ari": -9.346257281344146, "train_fscore": 0.009216374696026798, "train_adjacc": -1, "epoch": 10}
{"train_loss": 9.45841105388318, "train_cls": 6.605222764656507, "train_patch": 2.8531882864870517, "train_lr": 0.0019999815689354466, "train_wd": 0.04018362310396125, "train_acc": 0.25139966152078336, "train_nmi": 0.17555547551869471, "train_ari": 2.289473534092403, "train_fscore": 0.00934174488275111, "train_adjacc": -1, "epoch": 11}
{"train_loss": 6.609053473630778, "train_cls": 4.5236923005059655, "train_patch": 2.0853611736072244, "train_lr": 0.0019999499631629457, "train_wd": 0.04021691954084482, "train_acc": 0.3620338104516387, "train_nmi": 0.3021104386682452, "train_ari": 0.0717270866134611, "train_fscore": 0.025973949326873542, "train_adjacc": -1, "epoch": 12}
{"train_loss": 5.834834704844119, "train_cls": 3.8778194443022698, "train_patch": 1.9570152595174684, "train_lr": 0.001999902551970241, "train_wd": 0.040252988455231356, "train_acc": 0.42101397007394087, "train_nmi": 0.36930980102130223, "train_ari": 5.198756177436729, "train_fscore": 0.04189803064265891, "train_adjacc": -1, "epoch": 13}
{"train_loss": 5.561082724973167, "train_cls": 3.656826154314738, "train_patch": 1.9042565697382727, "train_lr": 0.0019998393361070834, "train_wd": 0.04029182929089351, "train_acc": 0.4582857151778577, "train_nmi": 0.40171061737264313, "train_ari": 88.52864109465517, "train_fscore": 0.053804201254855855, "train_adjacc": -1, "epoch": 14}
{"train_loss": 5.668265380590654, "train_cls": 3.696563299909103, "train_patch": 1.9717020809614687, "train_lr": 0.0019997603165731823, "train_wd": 0.040333441448857546, "train_acc": 0.45862372601918466, "train_nmi": 0.41856338536271803, "train_ari": 3.98537745650353, "train_fscore": 0.06455854572756496, "train_adjacc": -1, "epoch": 15}
{"train_loss": 5.380260495878429, "train_cls": 3.510800995677114, "train_patch": 1.869459501797442, "train_lr": 0.0019996654946181644, "train_wd": 0.040377824287412524, "train_acc": 0.4896785696442846, "train_nmi": 0.4384964356864869, "train_ari": 0.017269145558041595, "train_fscore": 0.07390418519451367, "train_adjacc": -1, "epoch": 16}
{"train_loss": 5.218900641853765, "train_cls": 3.398112044417315, "train_patch": 1.8207885990980908, "train_lr": 0.0019995548717415454, "train_wd": 0.040424977122120266, "train_acc": 0.5113526366406874, "train_nmi": 0.45629232149186816, "train_ari": -1.4824894614546664, "train_fscore": 0.08292921671793092, "train_adjacc": -1, "epoch": 17}
{"train_loss": 5.116122703472201, "train_cls": 3.3141124102709103, "train_patch": 1.8020102932251139, "train_lr": 0.0019994284496927385, "train_wd": 0.04047489922582551, "train_acc": 0.5265888851418865, "train_nmi": 0.47141647794995406, "train_ari": -21.775513687537412, "train_fscore": 0.09166011489379083, "train_adjacc": -1, "epoch": 18}
{"train_loss": 5.028160861594309, "train_cls": 3.2274498662097657, "train_patch": 1.8007109953190306, "train_lr": 0.0019992862304709954, "train_wd": 0.0405275898286679, "train_acc": 0.5441201726119105, "train_nmi": 0.48552218400697134, "train_ari": -0.14705996347562114, "train_fscore": 0.10064089614019409, "train_adjacc": -1, "epoch": 19}
{"train_loss": 5.016941590906143, "train_cls": 3.1852969554640786, "train_patch": 1.8316446356922031, "train_lr": 0.0019991282163253866, "train_wd": 0.04058304811809303, "train_acc": 0.5557998913369304, "train_nmi": 0.49855984057810093, "train_ari": -0.9110610802454577, "train_fscore": 0.1087259052965984, "train_adjacc": -1, "epoch": 20}
{"train_loss": 4.990767380173543, "train_cls": 3.162971172306082, "train_patch": 1.827796207402917, "train_lr": 0.0019989544097547556, "train_wd": 0.04064127323886549, "train_acc": 0.5649129134192646, "train_nmi": 0.5098063367007396, "train_ari": -5.275716018903478, "train_fscore": 0.1169349153025547, "train_adjacc": -1, "epoch": 21}
{"train_loss": 5.1191214586523985, "train_cls": 3.23911265220097, "train_patch": 1.8800088060881308, "train_lr": 0.001998764813507719, "train_wd": 0.04070226429308187, "train_acc": 0.5614516199540368, "train_nmi": 0.5192793086534967, "train_ari": -2.0580360520196224, "train_fscore": 0.12344771037398165, "train_adjacc": -1, "epoch": 22}
{"train_loss": 5.025142779286436, "train_cls": 3.1716157298127143, "train_patch": 1.853527049717905, "train_lr": 0.0019985594305825674, "train_wd": 0.0407660203401847, "train_acc": 0.5826214028776978, "train_nmi": 0.5295463824780594, "train_ari": -23.39756680890654, "train_fscore": 0.13244975802160427, "train_adjacc": -1, "epoch": 23}
{"train_loss": 5.0300919770908585, "train_cls": 3.1646931267184892, "train_patch": 1.865398849979293, "train_lr": 0.001998338264227244, "train_wd": 0.0408325403969769, "train_acc": 0.5899717725819345, "train_nmi": 0.5402154597045641, "train_ari": -4.164496890704677, "train_fscore": 0.14005181876807216, "train_adjacc": -1, "epoch": 24}
{"train_loss": 5.16545935764873, "train_cls": 3.23220860401837, "train_patch": 1.9332507548215005, "train_lr": 0.001998101317939306, "train_wd": 0.04090182343763677, "train_acc": 0.586042884442446, "train_nmi": 0.5473103856351689, "train_ari": 0.26505429733801933, "train_fscore": 0.14585945091415836, "train_adjacc": -1, "epoch": 25}
{"train_loss": 5.120957836210966, "train_cls": 3.1859446908120246, "train_patch": 1.9350131443388265, "train_lr": 0.0019978485954658455, "train_wd": 0.0409738683937343, "train_acc": 0.6002448041566747, "train_nmi": 0.556338024601491, "train_ari": 2.7480570398430286, "train_fscore": 0.15270167120267203, "train_adjacc": -1, "epoch": 26}
{"train_loss": 5.1811178158417786, "train_cls": 3.218748859578757, "train_patch": 1.9623689566560978, "train_lr": 0.00199758010080345, "train_wd": 0.04104867415424693, "train_acc": 0.6014828761990407, "train_nmi": 0.5636576844117333, "train_ari": 4.65468261043045, "train_fscore": 0.15810377128107805, "train_adjacc": -1, "epoch": 27}
{"train_loss": 5.1892122174386115, "train_cls": 3.2222397440343165, "train_patch": 1.966972473839061, "train_lr": 0.0019972958381981264, "train_wd": 0.041126239565577496, "train_acc": 0.6065241556754596, "train_nmi": 0.5709674774459816, "train_ari": -1.7250940614285735, "train_fscore": 0.16612395492926268, "train_adjacc": -1, "epoch": 28}
{"train_loss": 5.260882275782043, "train_cls": 3.2488006394472624, "train_patch": 2.0120816373710726, "train_lr": 0.001996995812145233, "train_wd": 0.04120656343157129, "train_acc": 0.6047162270183853, "train_nmi": 0.5770106579708113, "train_ari": -1.7533045279176178, "train_fscore": 0.17224910747559033, "train_adjacc": -1, "epoch": 29}
{"train_loss": 5.2067239608029, "train_cls": 3.1993216608377764, "train_patch": 2.0074022984166415, "train_lr": 0.0019966800273894204, "train_wd": 0.04128964451353505, "train_acc": 0.6128854728717026, "train_nmi": 0.5831715012771392, "train_ari": -1.409337971192402, "train_fscore": 0.1775848562474183, "train_adjacc": -1, "epoch": 30}
{"train_loss": 5.228225137094419, "train_cls": 3.192037400617588, "train_patch": 2.0361877353928928, "train_lr": 0.001996348488924552, "train_wd": 0.041375481530255394, "train_acc": 0.6144638976318945, "train_nmi": 0.5887072460683036, "train_ari": -2.054633747456564, "train_fscore": 0.18176452422639466, "train_adjacc": -1, "epoch": 31}
{"train_loss": 5.201599876848246, "train_cls": 3.16147702670307, "train_patch": 2.0401228512648486, "train_lr": 0.001996001201993599, "train_wd": 0.041464073158019796, "train_acc": 0.6206940697442046, "train_nmi": 0.5943438118565045, "train_ari": -2.2073486585902624, "train_fscore": 0.186115416575369, "train_adjacc": -1, "epoch": 32}
{"train_loss": 5.188439230433852, "train_cls": 3.14862499321155, "train_patch": 2.03981423741884, "train_lr": 0.0019956381720886147, "train_wd": 0.041555418030635505, "train_acc": 0.6222935713928857, "train_nmi": 0.5995547595591798, "train_ari": -0.6684195526748187, "train_fscore": 0.1911646849090836, "train_adjacc": -1, "epoch": 33}
{"train_loss": 5.138738410935985, "train_cls": 3.117206567828413, "train_patch": 2.0215318441617307, "train_lr": 0.001995259404950593, "train_wd": 0.041649514739451485, "train_acc": 0.6271030050959233, "train_nmi": 0.6046655167151018, "train_ari": 2.5307554378303254, "train_fscore": 0.19584781664614614, "train_adjacc": -1, "epoch": 34}
{"train_loss": 5.115384724035823, "train_cls": 3.1075779833644033, "train_patch": 2.0078067387655962, "train_lr": 0.0019948649065694023, "train_wd": 0.04174636183338038, "train_acc": 0.6289382556454837, "train_nmi": 0.6090428717216668, "train_ari": -0.5208429802686131, "train_fscore": 0.19920542612336994, "train_adjacc": -1, "epoch": 35}
{"train_loss": 5.062469062402094, "train_cls": 3.0752382021394373, "train_patch": 1.9872308589583583, "train_lr": 0.0019944546831836833, "train_wd": 0.04184595781891994, "train_acc": 0.6336079573840927, "train_nmi": 0.6135290468485711, "train_ari": -2.104739345674023, "train_fscore": 0.2031585134325355, "train_adjacc": -1, "epoch": 36}
{"train_loss": 5.032568627529198, "train_cls": 3.0607784455366653, "train_patch": 1.9717901835827043, "train_lr": 0.0019940287412807583, "train_wd": 0.041948301160176914, "train_acc": 0.6357437487509991, "train_nmi": 0.6171319091075013, "train_ari": 7.960388439296682, "train_fscore": 0.20629449055354812, "train_adjacc": -1, "epoch": 37}
{"train_loss": 5.019791494218184, "train_cls": 3.050067015117307, "train_patch": 1.969724478957941, "train_lr": 0.0019935870875965236, "train_wd": 0.04205339027889063, "train_acc": 0.6359966714128698, "train_nmi": 0.6206051062247055, "train_ari": 0.8359907991768987, "train_fscore": 0.21065901140019963, "train_adjacc": -1, "epoch": 38}
{"train_loss": 4.9906603405468, "train_cls": 3.0215405192163636, "train_patch": 1.9691198193471875, "train_lr": 0.00199312972911534, "train_wd": 0.04216122355445646, "train_acc": 0.6406413931354916, "train_nmi": 0.6247015140387018, "train_ari": 1.3897587410313104, "train_fscore": 0.21512836357020182, "train_adjacc": -1, "epoch": 39}
{"train_loss": 4.968087469418939, "train_cls": 2.9989147212484375, "train_patch": 1.9691727474736844, "train_lr": 0.0019926566730699394, "train_wd": 0.0422717993239521, "train_acc": 0.6454445818345323, "train_nmi": 0.6280897872209403, "train_ari": 0.9105026094602826, "train_fscore": 0.21827474762964008, "train_adjacc": -1, "epoch": 40}
{"train_loss": 4.967892506616198, "train_cls": 2.9869016760068354, "train_patch": 1.9809908307701658, "train_lr": 0.0019921679269412737, "train_wd": 0.04238511588216247, "train_acc": 0.6468590752398081, "train_nmi": 0.6310589781179144, "train_ari": -10.014415142444646, "train_fscore": 0.2218656459162861, "train_adjacc": -1, "epoch": 41}
{"train_loss": 5.127125412833204, "train_cls": 3.0896675584675504, "train_patch": 2.037457856622865, "train_lr": 0.001991663498458444, "train_wd": 0.042501171481605975, "train_acc": 0.633871028177458, "train_nmi": 0.6320022818444812, "train_ari": -0.9416420696549598, "train_fscore": 0.22523515475133332, "train_adjacc": -1, "epoch": 42}
{"train_loss": 4.973584643954472, "train_cls": 2.972651816029057, "train_patch": 2.0009328275502063, "train_lr": 0.001991143395598528, "train_wd": 0.04261996433256172, "train_acc": 0.6521204911071143, "train_nmi": 0.6379686891017979, "train_ari": 5.1571783716871415, "train_fscore": 0.23091966218916113, "train_adjacc": -1, "epoch": 43}
{"train_loss": 4.992841740985282, "train_cls": 2.9647868738042935, "train_patch": 2.028054867198856, "train_lr": 0.0019906076265865055, "train_wd": 0.042741492603096974, "train_acc": 0.6527691908972821, "train_nmi": 0.6400515619716011, "train_ari": -1.0405746956057917, "train_fscore": 0.23339265652692875, "train_adjacc": -1, "epoch": 44}
{"train_loss": 5.021772856001469, "train_cls": 2.9762164340149777, "train_patch": 2.045556423701733, "train_lr": 0.0019900561998950823, "train_wd": 0.04286575441909548, "train_acc": 0.6515639051258992, "train_nmi": 0.6419433377276518, "train_ari": 5.376600965585419, "train_fscore": 0.2351714685198463, "train_adjacc": -1, "epoch": 45}
{"train_loss": 5.003309415327274, "train_cls": 2.9449359382942712, "train_patch": 2.058373476860287, "train_lr": 0.001989489124244596, "train_wd": 0.0429927478642863, "train_acc": 0.6568799647781774, "train_nmi": 0.6449057241853204, "train_ari": 2.610977068139313, "train_fscore": 0.23834484828033195, "train_adjacc": -1, "epoch": 46}
{"train_loss": 5.023721269351973, "train_cls": 2.9335688662876804, "train_patch": 2.0901524032846535, "train_lr": 0.001988906408602839, "train_wd": 0.043122470980273435, "train_acc": 0.6575442770783373, "train_nmi": 0.6470203515192303, "train_ari": -0.07110747493635954, "train_fscore": 0.24076483118005854, "train_adjacc": -1, "epoch": 47}
{"train_loss": 5.02808841542422, "train_cls": 2.938189759231109, "train_patch": 2.089898658402675, "train_lr": 0.0019883080621849528, "train_wd": 0.04325492176656594, "train_acc": 0.6564272019884093, "train_nmi": 0.6483930787073416, "train_ari": 1.7191807005240651, "train_fscore": 0.24364121591314142, "train_adjacc": -1, "epoch": 48}
{"train_loss": 4.97919548367806, "train_cls": 2.8996955347980715, "train_patch": 2.079499950112818, "train_lr": 0.0019876940944532507, "train_wd": 0.043390098180608815, "train_acc": 0.6617479453936851, "train_nmi": 0.6514626671202036, "train_ari": -2.5160472729437, "train_fscore": 0.24732762855702597, "train_adjacc": -1, "epoch": 49}
{"train_loss": 4.98654706409271, "train_cls": 2.8956735808786442, "train_patch": 2.0908734833927367, "train_lr": 0.001987064515117097, "train_wd": 0.0435279981378147, "train_acc": 0.6619017286171063, "train_nmi": 0.6529994678687887, "train_ari": -2.0845755132668353, "train_fscore": 0.24751707148227334, "train_adjacc": -1, "epoch": 50}
{"train_loss": 4.969630466817285, "train_cls": 2.8828916499178283, "train_patch": 2.0867388164110894, "train_lr": 0.0019864193341327316, "train_wd": 0.04366861951159553, "train_acc": 0.6642412632394085, "train_nmi": 0.6549018900327748, "train_ari": -1.6278400799197692, "train_fscore": 0.2506396147422256, "train_adjacc": -1, "epoch": 51}
{"train_loss": 4.946330250262452, "train_cls": 2.8757709418412305, "train_patch": 2.070559307724404, "train_lr": 0.0019857585617031226, "train_wd": 0.04381196013339581, "train_acc": 0.6658251523780975, "train_nmi": 0.6566698758281839, "train_ari": 4.787179167072077, "train_fscore": 0.2529934439529823, "train_adjacc": -1, "epoch": 52}
{"train_loss": 4.946527912605295, "train_cls": 2.885163103088105, "train_patch": 2.0613648074505617, "train_lr": 0.0019850822082778104, "train_wd": 0.043958017792725644, "train_acc": 0.6631647806754596, "train_nmi": 0.657983890965943, "train_ari": -3.4476014566880635, "train_fscore": 0.2540045938467039, "train_adjacc": -1, "epoch": 53}
{"train_loss": 4.878418513494049, "train_cls": 2.857642361693245, "train_patch": 2.0207761528787853, "train_lr": 0.0019843902845527177, "train_wd": 0.044106790237195465, "train_acc": 0.6669398855915267, "train_nmi": 0.6605793049718887, "train_ari": -4.663095759358126, "train_fscore": 0.25752143108296177, "train_adjacc": -1, "epoch": 54}
{"train_loss": 4.888219224141656, "train_cls": 2.854770199429217, "train_patch": 2.0334490275354407, "train_lr": 0.0019836828014700133, "train_wd": 0.044258275172550036, "train_acc": 0.6685573416266987, "train_nmi": 0.6615935255614099, "train_ari": 0.4999934968498063, "train_fscore": 0.25987630487024366, "train_adjacc": -1, "epoch": 55}
{"train_loss": 4.895853908394548, "train_cls": 2.846646416268284, "train_patch": 2.0492074938831952, "train_lr": 0.001982959770217918, "train_wd": 0.044412470262704326, "train_acc": 0.6693949527877698, "train_nmi": 0.6628821846786447, "train_ari": 1.2609401817592698, "train_fscore": 0.2622623140793189, "train_adjacc": -1, "epoch": 56}
{"train_loss": 4.934225704315469, "train_cls": 2.867938778615541, "train_patch": 2.0662869233116923, "train_lr": 0.0019822212022305346, "train_wd": 0.04456937312977935, "train_acc": 0.667470710931255, "train_nmi": 0.6637648847335859, "train_ari": 5.878631157092818, "train_fscore": 0.2627857061297702, "train_adjacc": -1, "epoch": 57}
{"train_loss": 4.8683580838376095, "train_cls": 2.835461056954283, "train_patch": 2.0328970248583884, "train_lr": 0.0019814671091876674, "train_wd": 0.044728981354138594, "train_acc": 0.6710881294964028, "train_nmi": 0.6659418203203928, "train_ari": 3.78854988396923, "train_fscore": 0.2651908820161479, "train_adjacc": -1, "epoch": 58}
{"train_loss": 4.885508551931591, "train_cls": 2.8382230050843966, "train_patch": 2.0472855448758573, "train_lr": 0.0019806975030146256, "train_wd": 0.04489129247442587, "train_acc": 0.6728765425159872, "train_nmi": 0.6670887045092915, "train_ari": 128.3615320637411, "train_fscore": 0.26608759586057784, "train_adjacc": -1, "epoch": 59}
{"train_loss": 4.957148329650375, "train_cls": 2.8694508365042015, "train_patch": 2.087697492705451, "train_lr": 0.0019799123958820605, "train_wd": 0.045056303987603, "train_acc": 0.6682646070643485, "train_nmi": 0.6678558029935003, "train_ari": -6.152443932514959, "train_fscore": 0.26736539332887427, "train_adjacc": -1, "epoch": 60}
{"train_loss": 4.915976388753652, "train_cls": 2.826473341809569, "train_patch": 2.089503047247823, "train_lr": 0.001979111800205745, "train_wd": 0.0452240133489883, "train_acc": 0.6753409772182254, "train_nmi": 0.6698751935676296, "train_ari": -0.7087355341671456, "train_fscore": 0.27004259208915116, "train_adjacc": -1, "epoch": 61}
{"train_loss": 4.957753887493833, "train_cls": 2.8456175621750828, "train_patch": 2.1121363285110055, "train_lr": 0.0019782957286463916, "train_wd": 0.04539441797229602, "train_acc": 0.6726267423561151, "train_nmi": 0.6707401756438582, "train_ari": 3.8659973929559546, "train_fscore": 0.27084746145471, "train_adjacc": -1, "epoch": 62}
{"train_loss": 4.93973276977964, "train_cls": 2.8189612409646374, "train_patch": 2.120771529696447, "train_lr": 0.001977464194109461, "train_wd": 0.04556751522967583, "train_acc": 0.6771426608713029, "train_nmi": 0.672323330080663, "train_ari": -7.774938545589501, "train_fscore": 0.2722139778759524, "train_adjacc": -1, "epoch": 63}
{"train_loss": 4.947127219953602, "train_cls": 2.8185169152337775, "train_patch": 2.128610303766912, "train_lr": 0.0019766172097449323, "train_wd": 0.045743302451754106, "train_acc": 0.6756259055255796, "train_nmi": 0.6729046407747962, "train_ari": 2.2539190295246456, "train_fscore": 0.27239795461688554, "train_adjacc": -1, "epoch": 64}
{"train_loss": 4.992697390435125, "train_cls": 2.8599864291391977, "train_patch": 2.132710961724738, "train_lr": 0.0019757547889471196, "train_wd": 0.04592177692767428, "train_acc": 0.6700124275579536, "train_nmi": 0.6730399435697777, "train_ari": -8.979298457742273, "train_fscore": 0.27343722758071287, "train_adjacc": -1, "epoch": 65}
{"train_loss": 4.9301114390127, "train_cls": 2.807453148489852, "train_patch": 2.1226582905645373, "train_lr": 0.001974876945354446, "train_wd": 0.04610293590513933, "train_acc": 0.6775048711031175, "train_nmi": 0.6754018488811014, "train_ari": 1.3529052041379475, "train_fscore": 0.2779043206502901, "train_adjacc": -1, "epoch": 66}
{"train_loss": 4.915798594018252, "train_cls": 2.809521158500541, "train_patch": 2.1062774372389086, "train_lr": 0.0019739836928492314, "train_wd": 0.04628677659045355, "train_acc": 0.6774744267086331, "train_nmi": 0.67596903755697, "train_ari": 0.39686666406372917, "train_fscore": 0.27843871938722686, "train_adjacc": -1, "epoch": 67}
{"train_loss": 4.917458166309493, "train_cls": 2.810993539837958, "train_patch": 2.1064646263047755, "train_lr": 0.0019730750455574804, "train_wd": 0.04647329614856626, "train_acc": 0.6762644571842525, "train_nmi": 0.6761059806009692, "train_ari": 0.32390683771571266, "train_fscore": 0.2797286004404002, "train_adjacc": -1, "epoch": 68}
{"train_loss": 4.921553542621607, "train_cls": 2.8053081483125304, "train_patch": 2.1162453954287477, "train_lr": 0.0019721510178486493, "train_wd": 0.046662491703115073, "train_acc": 0.6770060514088729, "train_nmi": 0.6770664858643555, "train_ari": 3.6905760912395693, "train_fscore": 0.280858478446746, "train_adjacc": -1, "epoch": 69}
{"train_loss": 4.949856556969867, "train_cls": 2.825653024130969, "train_patch": 2.1242035313916627, "train_lr": 0.001971211624335428, "train_wd": 0.046854360336470474, "train_acc": 0.6750451201538769, "train_nmi": 0.6780263271291239, "train_ari": -2.291515984980674, "train_fscore": 0.28277733460380516, "train_adjacc": -1, "epoch": 70}
{"train_loss": 4.895703511439162, "train_cls": 2.7929900546821, "train_patch": 2.1027134572454305, "train_lr": 0.001970256879873476, "train_wd": 0.04704889908978084, "train_acc": 0.6794603379796164, "train_nmi": 0.6796327744601872, "train_ari": -5.453303271876657, "train_fscore": 0.2867998429765252, "train_adjacc": -1, "epoch": 71}
{"train_loss": 4.903633726741389, "train_cls": 2.799488699121727, "train_patch": 2.104145027875757, "train_lr": 0.0019692867995612646, "train_wd": 0.04724610496301788, "train_acc": 0.679388520433653, "train_nmi": 0.6797815261701504, "train_ari": 1.9732706325470932, "train_fscore": 0.28670788413138504, "train_adjacc": -1, "epoch": 72}
{"train_loss": 4.8669817749258995, "train_cls": 2.783678686429414, "train_patch": 2.0833030889074293, "train_lr": 0.001968301398739734, "train_wd": 0.047445974915023136, "train_acc": 0.680419726718625, "train_nmi": 0.6813173191974248, "train_ari": -0.668727812562131, "train_fscore": 0.2885842487978011, "train_adjacc": -1, "epoch": 73}
{"train_loss": 4.897534177612534, "train_cls": 2.7883139808031676, "train_patch": 2.109220199018931, "train_lr": 0.0019673006929921432, "train_wd": 0.0476485058635547, "train_acc": 0.6797569756694645, "train_nmi": 0.681619782697767, "train_ari": 1.4993680874901734, "train_fscore": 0.28803638903544904, "train_adjacc": -1, "epoch": 74}
{"train_loss": 4.910770302196201, "train_cls": 2.822157120807089, "train_patch": 2.088613179102123, "train_lr": 0.001966284698143765, "train_wd": 0.04785369468533473, "train_acc": 0.6756212217725819, "train_nmi": 0.6819278242614122, "train_ari": -0.22792278569492513, "train_fscore": 0.28830235917399294, "train_adjacc": -1, "epoch": 75}
{"train_loss": 4.834376772089923, "train_cls": 2.779388620448913, "train_patch": 2.0549881537195493, "train_lr": 0.0019652534302616645, "train_wd": 0.04806153821609784, "train_acc": 0.6817608413269385, "train_nmi": 0.6836831078336615, "train_ari": -2.283687858268477, "train_fscore": 0.29142122541869453, "train_adjacc": -1, "epoch": 76}
{"train_loss": 4.839710345049556, "train_cls": 2.785619486608713, "train_patch": 2.0540908568804497, "train_lr": 0.0019642069056544417, "train_wd": 0.048272033250639675, "train_acc": 0.6816577987609912, "train_nmi": 0.6845126943859091, "train_ari": -3.9106489411564165, "train_fscore": 0.2921926421064085, "train_adjacc": -1, "epoch": 77}
{"train_loss": 4.826674112301174, "train_cls": 2.774882700100696, "train_patch": 2.0517914112594773, "train_lr": 0.001963145140871946, "train_wd": 0.048485176542866354, "train_acc": 0.6825000936750599, "train_nmi": 0.6846151386067589, "train_ari": -4.6265973112309915, "train_fscore": 0.2920421382836471, "train_adjacc": -1, "epoch": 78}
{"train_loss": 4.841582260412468, "train_cls": 2.7899787015528035, "train_patch": 2.051603558085424, "train_lr": 0.0019620681527050612, "train_wd": 0.048700964805844744, "train_acc": 0.6809037145283773, "train_nmi": 0.6850082896034821, "train_ari": -3.216682032614379, "train_fscore": 0.2928920195876117, "train_adjacc": -1, "epoch": 79}
{"train_loss": 4.858418209411258, "train_cls": 2.778560483031612, "train_patch": 2.079857727594608, "train_lr": 0.0019609759581854084, "train_wd": 0.04891939471185265, "train_acc": 0.6836413681554756, "train_nmi": 0.6857576171016316, "train_ari": -3.3062945422074557, "train_fscore": 0.293895459246879, "train_adjacc": -1, "epoch": 80}
{"train_loss": 4.901829450357732, "train_cls": 2.779452982619941, "train_patch": 2.1223764686847475, "train_lr": 0.0019598685745850766, "train_wd": 0.049140462892430944, "train_acc": 0.6839450314748201, "train_nmi": 0.6867954293751038, "train_ari": 0.7896667785960272, "train_fscore": 0.2959689520000002, "train_adjacc": -1, "epoch": 81}
{"train_loss": 4.914071028073915, "train_cls": 2.782614586176537, "train_patch": 2.131456441980758, "train_lr": 0.001958746019416359, "train_wd": 0.04936416593843473, "train_acc": 0.6831667478517186, "train_nmi": 0.6870322266113119, "train_ari": -0.2851083370164066, "train_fscore": 0.29668135250406374, "train_adjacc": -1, "epoch": 82}
{"train_loss": 4.884053014641662, "train_cls": 2.7742921610792384, "train_patch": 2.109760851829315, "train_lr": 0.001957608310431476, "train_wd": 0.04959050040008632, "train_acc": 0.6844274580335732, "train_nmi": 0.6879550546942026, "train_ari": -0.08639112782072829, "train_fscore": 0.2972555589695128, "train_adjacc": -1, "epoch": 83}
{"train_loss": 4.877370392878374, "train_cls": 2.777296784172336, "train_patch": 2.100073606847859, "train_lr": 0.001956455465622297, "train_wd": 0.04981946278702825, "train_acc": 0.6846569619304557, "train_nmi": 0.6884079815008899, "train_ari": 3.8238888307812737, "train_fscore": 0.29809094618719584, "train_adjacc": -1, "epoch": 84}
{"train_loss": 4.868004508715549, "train_cls": 2.770799679477676, "train_patch": 2.0972048287197267, "train_lr": 0.001955287503220053, "train_wd": 0.05005104956837734, "train_acc": 0.6847053607114308, "train_nmi": 0.6886848507820177, "train_ari": -3.5699481716011734, "train_fscore": 0.29910558757009337, "train_adjacc": -1, "epoch": 85}
{"train_loss": 4.84783314141057, "train_cls": 2.77297771970431, "train_patch": 2.0748554237371537, "train_lr": 0.0019541044416950255, "train_wd": 0.050285257172778985, "train_acc": 0.6855983962829736, "train_nmi": 0.6890629589158533, "train_ari": -29.027246737465724, "train_fscore": 0.30062879721554997, "train_adjacc": -1, "epoch": 86}
{"train_loss": 4.835439832269145, "train_cls": 2.77731105611979, "train_patch": 2.0581287762208236, "train_lr": 0.0019529062997562941, "train_wd": 0.05052208198846204, "train_acc": 0.6860105665467626, "train_nmi": 0.6900321295158559, "train_ari": -3.791633682796548, "train_fscore": 0.30166301332328743, "train_adjacc": -1, "epoch": 87}
{"train_loss": 4.858526269642474, "train_cls": 2.7994872920995326, "train_patch": 2.059038978180201, "train_lr": 0.00195169309635142, "train_wd": 0.050761520363294975, "train_acc": 0.6839817208733013, "train_nmi": 0.6904369667741146, "train_ari": -1.1400189211513236, "train_fscore": 0.30175312452598646, "train_adjacc": -1, "epoch": 88}
{"train_loss": 4.809666722369709, "train_cls": 2.7792628482579707, "train_patch": 2.0304038747430417, "train_lr": 0.0019504648506661405, "train_wd": 0.051003568604842, "train_acc": 0.6865070443645084, "train_nmi": 0.6917169295792649, "train_ari": 0.3441424599603858, "train_fscore": 0.30430528550935787, "train_adjacc": -1, "epoch": 89}
{"train_loss": 4.812502992489069, "train_cls": 2.7829007106683523, "train_patch": 2.0296022827557616, "train_lr": 0.0019492215821240908, "train_wd": 0.051248222980419575, "train_acc": 0.686554662519984, "train_nmi": 0.6921476116770044, "train_ari": 0.2702531830115409, "train_fscore": 0.3043196391386883, "train_adjacc": -1, "epoch": 90}
{"train_loss": 4.832626339009435, "train_cls": 2.7941968155731494, "train_patch": 2.0384295247465394, "train_lr": 0.001947963310386455, "train_wd": 0.05149547971715472, "train_acc": 0.686570275029976, "train_nmi": 0.6922622001580567, "train_ari": 3.559189573261207, "train_fscore": 0.3052460946777936, "train_adjacc": -1, "epoch": 91}
{"train_loss": 4.97131083336332, "train_cls": 2.89291188878407, "train_patch": 2.0783989449425473, "train_lr": 0.001946690055351699, "train_wd": 0.05174533500204248, "train_acc": 0.6720225382194245, "train_nmi": 0.6922347058524063, "train_ari": 20.69415443250575, "train_fscore": 0.3057863058056388, "train_adjacc": -1, "epoch": 92}
{"train_loss": 4.980622989227541, "train_cls": 2.91234414229433, "train_patch": 2.068278846831964, "train_lr": 0.0019454018371552245, "train_wd": 0.051997784982005565, "train_acc": 0.6738780850319744, "train_nmi": 0.6863260278757118, "train_ari": -69.91066736940955, "train_fscore": 0.3012134685222966, "train_adjacc": -1, "epoch": 93}
{"train_loss": 4.8722425272329435, "train_cls": 2.799314670163474, "train_patch": 2.072927857164761, "train_lr": 0.001944098676169068, "train_wd": 0.05225282576395272, "train_acc": 0.6879301246502798, "train_nmi": 0.6939599298590396, "train_ari": -5.840502810408697, "train_fscore": 0.3091365099156093, "train_adjacc": -1, "epoch": 94}
{"train_loss": 4.9047026773341456, "train_cls": 2.8067876502133005, "train_patch": 2.0979150263823385, "train_lr": 0.001942780593001564, "train_wd": 0.052510453414839835, "train_acc": 0.6858497576938449, "train_nmi": 0.6936521251634838, "train_ari": 3.472279883660818, "train_fscore": 0.3089104839818806, "train_adjacc": -1, "epoch": 95}
{"train_loss": 4.909923721084016, "train_cls": 2.808036801989654, "train_patch": 2.101886918266519, "train_lr": 0.0019414476084970568, "train_wd": 0.05277066396172963, "train_acc": 0.6860909709732215, "train_nmi": 0.6940853295114443, "train_ari": -1.3249003636682761, "train_fscore": 0.30925885277366294, "train_adjacc": -1, "epoch": 96}
{"train_loss": 4.938192690281178, "train_cls": 2.8068835807146786, "train_patch": 2.131309110191848, "train_lr": 0.0019400997437354984, "train_wd": 0.0530334533918536, "train_acc": 0.6857997976618705, "train_nmi": 0.6942904389329712, "train_ari": 14.505846448022641, "train_fscore": 0.31004983302557, "train_adjacc": -1, "epoch": 97}
{"train_loss": 4.9421419999320255, "train_cls": 2.8036649203319532, "train_patch": 2.138477081726257, "train_lr": 0.001938737020032191, "train_wd": 0.05329881765267391, "train_acc": 0.6868317845723422, "train_nmi": 0.6948696110605459, "train_ari": 0.723213039251209, "train_fscore": 0.31026631962132656, "train_adjacc": -1, "epoch": 98}
{"train_loss": 4.948504614637052, "train_cls": 2.8020001423599528, "train_patch": 2.1465044703772316, "train_lr": 0.0019373594589374198, "train_wd": 0.053566752651944945, "train_acc": 0.6876787632394085, "train_nmi": 0.695969468788734, "train_ari": -0.13058202530254007, "train_fscore": 0.31140449004552195, "train_adjacc": -1, "epoch": 99}
{"train_loss": 4.959912791860094, "train_cls": 2.8145482020912698, "train_patch": 2.1453645910076102, "train_lr": 0.0019359670822360797, "train_wd": 0.053837254257777974, "train_acc": 0.6851932516486811, "train_nmi": 0.695947651933307, "train_ari": 0.22963277964721449, "train_fscore": 0.3119408926058383, "train_adjacc": -1, "epoch": 100}
{"train_loss": 4.935133547281667, "train_cls": 2.8078726491779924, "train_patch": 2.127260897132895, "train_lr": 0.0019345599119473967, "train_wd": 0.0541103182987033, "train_acc": 0.6878013214428457, "train_nmi": 0.6964466666424101, "train_ari": 2.3117301766513023, "train_fscore": 0.31269325622387595, "train_adjacc": -1, "epoch": 101}
{"train_loss": 4.936429384705736, "train_cls": 2.814311154156947, "train_patch": 2.122118230000865, "train_lr": 0.0019331379703245212, "train_wd": 0.05438594056373577, "train_acc": 0.6864484974520384, "train_nmi": 0.6965954935094492, "train_ari": 0.8345092175241053, "train_fscore": 0.31293677059565933, "train_adjacc": -1, "epoch": 102}
{"train_loss": 4.909188214883053, "train_cls": 2.8231289384843445, "train_patch": 2.086059275374329, "train_lr": 0.0019317012798542043, "train_wd": 0.05466411680243914, "train_acc": 0.6869988384292566, "train_nmi": 0.6968633032461566, "train_ari": -2.260282369449287, "train_fscore": 0.3126097343885592, "train_adjacc": -1, "epoch": 103}
{"train_loss": 4.876865385545434, "train_cls": 2.807010884062468, "train_patch": 2.0698545016199468, "train_lr": 0.0019302498632564427, "train_wd": 0.05494484272499161, "train_acc": 0.6880768822442046, "train_nmi": 0.6975349557379524, "train_ari": -1.5588472769299557, "train_fscore": 0.3143131200973014, "train_adjacc": -1, "epoch": 104}
{"train_loss": 4.888996080552741, "train_cls": 2.839376666533242, "train_patch": 2.049619415026012, "train_lr": 0.0019287837434841136, "train_wd": 0.05522811400225203, "train_acc": 0.6831253747002398, "train_nmi": 0.6972486045665979, "train_ari": 1.7485499988342825, "train_fscore": 0.31450827636493667, "train_adjacc": -1, "epoch": 105}
{"train_loss": 4.834173719159705, "train_cls": 2.807141892201037, "train_patch": 2.0270318288704474, "train_lr": 0.0019273029437226028, "train_wd": 0.055513926265827275, "train_acc": 0.6891393135491607, "train_nmi": 0.698500804317791, "train_ari": 2.3574306944625762, "train_fscore": 0.31611401439867426, "train_adjacc": -1, "epoch": 106}
{"train_loss": 4.826609942350361, "train_cls": 2.806218111359006, "train_patch": 2.020391830479165, "train_lr": 0.0019258074873894585, "train_wd": 0.05580227510813843, "train_acc": 0.6896498426258992, "train_nmi": 0.6984521469294328, "train_ari": 2.665950370680281, "train_fscore": 0.31532230784832777, "train_adjacc": -1, "epoch": 107}
{"train_loss": 4.8352020753444815, "train_cls": 2.816745608640041, "train_patch": 2.018456463512185, "train_lr": 0.001924297398134002, "train_wd": 0.05609315608248938, "train_acc": 0.6878981190047961, "train_nmi": 0.6990323390224932, "train_ari": -3.6766226564078854, "train_fscore": 0.3158201103613962, "train_adjacc": -1, "epoch": 108}
{"train_loss": 4.9699233466510675, "train_cls": 2.8894561735405433, "train_patch": 2.080467175040171, "train_lr": 0.0019227726998369671, "train_wd": 0.056386564703136306, "train_acc": 0.6769404788669064, "train_nmi": 0.6982957126010594, "train_ari": -1.9542113495999658, "train_fscore": 0.3156357030199195, "train_adjacc": -1, "epoch": 109}
{"train_loss": 4.905011586183838, "train_cls": 2.813848837120213, "train_patch": 2.0911627487896634, "train_lr": 0.0019212334166101056, "train_wd": 0.0566824964453547, "train_acc": 0.6888169152178257, "train_nmi": 0.6997444354107367, "train_ari": 5.364225150343258, "train_fscore": 0.31844904293175286, "train_adjacc": -1, "epoch": 110}
{"train_loss": 4.918208382982049, "train_cls": 2.8129604251669655, "train_patch": 2.1052479566835003, "train_lr": 0.00191967957279583, "train_wd": 0.05698094674551134, "train_acc": 0.6888723396282974, "train_nmi": 0.7006632457398502, "train_ari": 4.994098381517172, "train_fscore": 0.31972133113876006, "train_adjacc": -1, "epoch": 111}
{"train_loss": 4.943698762144021, "train_cls": 2.8389974239049294, "train_patch": 2.104701337851971, "train_lr": 0.0019181111929668137, "train_wd": 0.057281911001133286, "train_acc": 0.6850972347122302, "train_nmi": 0.6999086237309518, "train_ari": 1.995319698477097, "train_fscore": 0.31843112477184776, "train_adjacc": -1, "epoch": 112}
{"train_loss": 4.930600630508052, "train_cls": 2.823009607966522, "train_patch": 2.1075910233753286, "train_lr": 0.0019165283019255967, "train_wd": 0.057585384570979434, "train_acc": 0.6879223183952837, "train_nmi": 0.7004907393155427, "train_ari": -5.570095605954205, "train_fscore": 0.3187582296306409, "train_adjacc": -1, "epoch": 113}
{"train_loss": 4.951749416873705, "train_cls": 2.8275932339753367, "train_patch": 2.1241561835773175, "train_lr": 0.001914930924704208, "train_wd": 0.05789136277511196, "train_acc": 0.6865733975319744, "train_nmi": 0.7002376748317922, "train_ari": -2.842681589865607, "train_fscore": 0.3191356801349917, "train_adjacc": -1, "epoch": 114}
{"train_loss": 4.9837762198740725, "train_cls": 2.8336746890624935, "train_patch": 2.150101529977781, "train_lr": 0.0019133190865637578, "train_wd": 0.05819984089496842, "train_acc": 0.6864984574840128, "train_nmi": 0.7005099458902176, "train_ari": 3.9613245757949818, "train_fscore": 0.31883166392463, "train_adjacc": -1, "epoch": 115}
{"train_loss": 4.9480585155488965, "train_cls": 2.8266388039342125, "train_patch": 2.121419711626596, "train_lr": 0.0019116928129940486, "train_wd": 0.05851081417343447, "train_acc": 0.6875062450039968, "train_nmi": 0.7008361422709205, "train_ari": 1.1621360556361577, "train_fscore": 0.31978188100713933, "train_adjacc": -1, "epoch": 116}
{"train_loss": 4.974796547389907, "train_cls": 2.8366686684562623, "train_patch": 2.1381278786835054, "train_lr": 0.0019100521297131614, "train_wd": 0.05882427781491769, "train_acc": 0.6859332846223022, "train_nmi": 0.7004187355185907, "train_ari": 51.8508978813555, "train_fscore": 0.31949978714921573, "train_adjacc": -1, "epoch": 117}
{"train_loss": 5.012150156328813, "train_cls": 2.8405069558978746, "train_patch": 2.1716432006751223, "train_lr": 0.001908397062667057, "train_wd": 0.059140226985420874, "train_acc": 0.6845328424760192, "train_nmi": 0.700507984577327, "train_ari": -2.8135564493199667, "train_fscore": 0.32050707858248767, "train_adjacc": -1, "epoch": 118}
{"train_loss": 5.053442711250292, "train_cls": 2.872379870115996, "train_patch": 2.1810628417358218, "train_lr": 0.0019067276380291586, "train_wd": 0.05945865681261686, "train_acc": 0.6817319581834532, "train_nmi": 0.7005956151602711, "train_ari": -1.5906862508879653, "train_fscore": 0.32206530274479583, "train_adjacc": -1, "epoch": 119}
{"train_loss": 4.997671348216246, "train_cls": 2.835001987792986, "train_patch": 2.1626693613999945, "train_lr": 0.0019050438821999528, "train_wd": 0.059779562385923864, "train_acc": 0.6871346672661871, "train_nmi": 0.7014965239058306, "train_ari": 1.1447033618203373, "train_fscore": 0.32312447121671983, "train_adjacc": -1, "epoch": 120}
{"train_loss": 5.00198153073458, "train_cls": 2.833131752747426, "train_patch": 2.1688497781539136, "train_lr": 0.0019033458218065452, "train_wd": 0.06010293875658107, "train_acc": 0.6867849470423661, "train_nmi": 0.7018844231542204, "train_ari": -1.5935660214063239, "train_fscore": 0.32260700904452005, "train_adjacc": -1, "epoch": 121}
{"train_loss": 4.995988438836486, "train_cls": 2.8336716021994035, "train_patch": 2.1623168373994117, "train_lr": 0.0019016334837022731, "train_wd": 0.06042878093772472, "train_acc": 0.686251779826139, "train_nmi": 0.7017693350064746, "train_ari": -2.5274594171571465, "train_fscore": 0.3225304113882529, "train_adjacc": -1, "epoch": 122}
{"train_loss": 5.006394334715143, "train_cls": 2.826887859583949, "train_patch": 2.179506475833966, "train_lr": 0.001899906894966245, "train_wd": 0.06075708390446509, "train_acc": 0.6862650504596323, "train_nmi": 0.7018815106793626, "train_ari": 0.7125120385141998, "train_fscore": 0.32221680658433044, "train_adjacc": -1, "epoch": 123}
{"train_loss": 5.034907606329849, "train_cls": 2.842849325999129, "train_patch": 2.19205828215912, "train_lr": 0.001898166082902946, "train_wd": 0.06108784259396467, "train_acc": 0.6841136465827338, "train_nmi": 0.7021054032382996, "train_ari": 3.8444216944059004, "train_fscore": 0.32212754512518044, "train_adjacc": -1, "epoch": 124}
{"train_loss": 4.9996488029412705, "train_cls": 2.825071533842624, "train_patch": 2.1745772704208117, "train_lr": 0.0018964110750417853, "train_wd": 0.06142105190551518, "train_acc": 0.6870003996802558, "train_nmi": 0.7026394510335776, "train_ari": 0.22679208195797654, "train_fscore": 0.32393779887222457, "train_adjacc": -1, "epoch": 125}
{"train_loss": 5.133428008579235, "train_cls": 2.9164751103515627, "train_patch": 2.2169528964052287, "train_lr": 0.0018946418991366617, "train_wd": 0.0617567067006166, "train_acc": 0.6738835494104716, "train_nmi": 0.7015650442141723, "train_ari": -0.40279142371720456, "train_fscore": 0.32201663194556307, "train_adjacc": -1, "epoch": 126}
{"train_loss": 5.040004489816827, "train_cls": 2.8396370208008492, "train_patch": 2.2003674682000463, "train_lr": 0.0018928585831655342, "train_wd": 0.06209480180305694, "train_acc": 0.6863033011091128, "train_nmi": 0.7026121474163598, "train_ari": 0.1063326160836935, "train_fscore": 0.32379692313733, "train_adjacc": -1, "epoch": 127}
{"train_loss": 5.019751967619554, "train_cls": 2.8371495222278256, "train_patch": 2.1826024462017033, "train_lr": 0.0018910611553299736, "train_wd": 0.062435331998991685, "train_acc": 0.685542971872502, "train_nmi": 0.7036304115015034, "train_ari": 12.679843662271692, "train_fscore": 0.32378699346944045, "train_adjacc": -1, "epoch": 128}
{"train_loss": 5.003318126777189, "train_cls": 2.8413950468924978, "train_patch": 2.1619230791402284, "train_lr": 0.0018892496440547108, "train_wd": 0.06277829203702376, "train_acc": 0.6858528801958433, "train_nmi": 0.703407445630291, "train_ari": -0.8364644309707449, "train_fscore": 0.32287367969239794, "train_adjacc": -1, "epoch": 129}
{"train_loss": 5.007951039609482, "train_cls": 2.8430801307816775, "train_patch": 2.1648709066718412, "train_lr": 0.0018874240779872132, "train_wd": 0.0631236766282851, "train_acc": 0.6859106464828137, "train_nmi": 0.7034855208021376, "train_ari": 28.855780105239173, "train_fscore": 0.3232496160764224, "train_adjacc": -1, "epoch": 130}
{"train_loss": 5.028155727399815, "train_cls": 2.8689258435158895, "train_patch": 2.1592298840625967, "train_lr": 0.0018855844859971837, "train_wd": 0.06347148044651786, "train_acc": 0.683033260891287, "train_nmi": 0.7039297375370608, "train_ari": 6.0898077487327, "train_fscore": 0.3242828137686532, "train_adjacc": -1, "epoch": 131}
{"train_loss": 5.001927837848568, "train_cls": 2.8343261551085135, "train_patch": 2.1676016847709483, "train_lr": 0.0018837308971761568, "train_wd": 0.06382169812815718, "train_acc": 0.6876826663669064, "train_nmi": 0.7047033209747118, "train_ari": -4.193917230390028, "train_fscore": 0.3249390802209834, "train_adjacc": -1, "epoch": 132}
{"train_loss": 5.036747730440563, "train_cls": 2.8470404618840326, "train_patch": 2.1897072673773024, "train_lr": 0.0018818633408370072, "train_wd": 0.0641743242724133, "train_acc": 0.685099576588729, "train_nmi": 0.704649437532019, "train_ari": -5.328044977131283, "train_fscore": 0.3255937855900967, "train_adjacc": -1, "epoch": 133}
{"train_loss": 5.047223672235041, "train_cls": 2.857585850022108, "train_patch": 2.189637822546452, "train_lr": 0.0018799818465134912, "train_wd": 0.06452935344135464, "train_acc": 0.6847756170063949, "train_nmi": 0.7049727242504955, "train_ari": 5.6438834135915545, "train_fscore": 0.32619507994472796, "train_adjacc": -1, "epoch": 134}
{"train_loss": 5.10476771163807, "train_cls": 2.907254666935721, "train_patch": 2.197513044529634, "train_lr": 0.0018780864439597728, "train_wd": 0.06488678015999208, "train_acc": 0.6797663431754596, "train_nmi": 0.7048513138986614, "train_ari": -4.3639647669167205, "train_fscore": 0.3267782467075234, "train_adjacc": -1, "epoch": 135}
{"train_loss": 5.026113521257083, "train_cls": 2.869064623134123, "train_patch": 2.1570488971938713, "train_lr": 0.001876177163149989, "train_wd": 0.06524659891636374, "train_acc": 0.6853298611111112, "train_nmi": 0.7064316214748728, "train_ari": 3.8297202129918304, "train_fscore": 0.3301635009028566, "train_adjacc": -1, "epoch": 136}
{"train_loss": 5.003556408720622, "train_cls": 2.87430429767719, "train_patch": 2.129252110161989, "train_lr": 0.001874254034277726, "train_wd": 0.06560880416161917, "train_acc": 0.6846296400379697, "train_nmi": 0.706157473082083, "train_ari": 4.354800674030266, "train_fscore": 0.329595430766734, "train_adjacc": -1, "epoch": 137}
{"train_loss": 5.002439897206666, "train_cls": 2.879570449225241, "train_patch": 2.122869447326298, "train_lr": 0.0018723170877555679, "train_wd": 0.0659733903101054, "train_acc": 0.6833814198641087, "train_nmi": 0.7056044306801439, "train_ari": 2.6150951337274737, "train_fscore": 0.3282557307977685, "train_adjacc": -1, "epoch": 138}
{"train_loss": 4.982911752746832, "train_cls": 2.8835150824307347, "train_patch": 2.0993966696669255, "train_lr": 0.0018703663542146186, "train_wd": 0.06634035173945288, "train_acc": 0.6833431692146283, "train_nmi": 0.7061091430608971, "train_ari": -1.2782098116874199, "train_fscore": 0.3286253905253168, "train_adjacc": -1, "epoch": 139}
{"train_loss": 4.948146487085177, "train_cls": 2.8730761344126945, "train_patch": 2.0750703535777486, "train_lr": 0.0018684018645040074, "train_wd": 0.06670968279066286, "train_acc": 0.6853306417366107, "train_nmi": 0.7066170453728534, "train_ari": -0.0993816151384411, "train_fscore": 0.32820157296660246, "train_adjacc": -1, "epoch": 140}
{"train_loss": 5.002100924031435, "train_cls": 2.894003052338898, "train_patch": 2.1080978690243835, "train_lr": 0.0018664236496904185, "train_wd": 0.06708137776819287, "train_acc": 0.6833501948441247, "train_nmi": 0.707094119995301, "train_ari": -16.15580784516929, "train_fscore": 0.3295758868360828, "train_adjacc": -1, "epoch": 141}
{"train_loss": 4.975342044751231, "train_cls": 2.872512886546356, "train_patch": 2.1028291584669256, "train_lr": 0.001864431741057562, "train_wd": 0.06745543094004744, "train_acc": 0.6854469549360511, "train_nmi": 0.7078011845367403, "train_ari": -1.8473621050399494, "train_fscore": 0.331104195226646, "train_adjacc": -1, "epoch": 142}
{"train_loss": 4.992352110447643, "train_cls": 2.8757452857937458, "train_patch": 2.116606823659296, "train_lr": 0.001862426170105728, "train_wd": 0.06783183653786339, "train_acc": 0.6854157299160671, "train_nmi": 0.7074300847559759, "train_ari": 1.8079154532180874, "train_fscore": 0.3301703055224009, "train_adjacc": -1, "epoch": 143}
{"train_loss": 5.048181075248405, "train_cls": 2.904364627828415, "train_patch": 2.143816448033428, "train_lr": 0.0018604069685512466, "train_wd": 0.06821058875700067, "train_acc": 0.6818701288968825, "train_nmi": 0.7076786571710254, "train_ari": 2.623482528492716, "train_fscore": 0.33074068068040285, "train_adjacc": -1, "epoch": 144}
{"train_loss": 5.009682045709029, "train_cls": 2.8856802593580158, "train_patch": 2.1240017855946394, "train_lr": 0.0018583741683260112, "train_wd": 0.0685916817566321, "train_acc": 0.6847045800859313, "train_nmi": 0.7084455287052925, "train_ari": 6.799086074909948, "train_fscore": 0.3307270114297029, "train_adjacc": -1, "epoch": 145}
{"train_loss": 4.984938491222193, "train_cls": 2.876308627468314, "train_patch": 2.108629862586562, "train_lr": 0.0018563278015769694, "train_wd": 0.06897510965983158, "train_acc": 0.6867943145483613, "train_nmi": 0.7085599501699179, "train_ari": 13.532268641455584, "train_fscore": 0.3316529990709725, "train_adjacc": -1, "epoch": 146}
{"train_loss": 4.9895612946231305, "train_cls": 2.8835875720357436, "train_patch": 2.105973723236558, "train_lr": 0.001854267900665597, "train_wd": 0.06936086655366681, "train_acc": 0.6859012789768185, "train_nmi": 0.7082761258918778, "train_ari": 26.39218230582394, "train_fscore": 0.33134844518305906, "train_adjacc": -1, "epoch": 147}
{"train_loss": 4.990987894596527, "train_cls": 2.883524456386753, "train_patch": 2.1074634392460663, "train_lr": 0.0018521944981674252, "train_wd": 0.06974894648928924, "train_acc": 0.6834766561750599, "train_nmi": 0.7082389987374563, "train_ari": 1.2854636107536197, "train_fscore": 0.33091283420436624, "train_adjacc": -1, "epoch": 148}
{"train_loss": 5.16447956362169, "train_cls": 2.9800477149746687, "train_patch": 2.184431849796471, "train_lr": 0.0018501076268714863, "train_wd": 0.07013934348202618, "train_acc": 0.6712309839628298, "train_nmi": 0.7066389546241924, "train_ari": -4.168609762419435, "train_fscore": 0.33045210962236216, "train_adjacc": -1, "epoch": 149}
{"train_loss": 5.042017693046948, "train_cls": 2.8989144244330296, "train_patch": 2.1431032673989554, "train_lr": 0.0018480073197797932, "train_wd": 0.07053205151147313, "train_acc": 0.6847209732214229, "train_nmi": 0.7091003907761148, "train_ari": 4.431605266903394, "train_fscore": 0.33396890989808653, "train_adjacc": -1, "epoch": 150}
{"train_loss": 5.06464372098827, "train_cls": 2.9123296711108475, "train_patch": 2.1523140482634284, "train_lr": 0.0018458936101068697, "train_wd": 0.07092706452158656, "train_acc": 0.6833283373301359, "train_nmi": 0.7084568999589407, "train_ari": 1.8609408222597725, "train_fscore": 0.33280772663613106, "train_adjacc": -1, "epoch": 151}
{"train_loss": 5.112673415995235, "train_cls": 2.9179232993143067, "train_patch": 2.194750115954333, "train_lr": 0.0018437665312791677, "train_wd": 0.07132437642077681, "train_acc": 0.6827366232014388, "train_nmi": 0.7083819377361396, "train_ari": 1.005252578852083, "train_fscore": 0.33155707616364527, "train_adjacc": -1, "epoch": 152}
{"train_loss": 5.16177703972629, "train_cls": 2.9187085408267737, "train_patch": 2.2430684982979896, "train_lr": 0.001841626116934556, "train_wd": 0.07172398108200312, "train_acc": 0.6834087417565947, "train_nmi": 0.7090685761339761, "train_ari": -0.31270130958660686, "train_fscore": 0.3321595682352803, "train_adjacc": -1, "epoch": 153}
{"train_loss": 5.228538756700252, "train_cls": 2.9589542906156643, "train_patch": 2.269584468526425, "train_lr": 0.0018394724009218031, "train_wd": 0.0721258723428675, "train_acc": 0.6778389788169464, "train_nmi": 0.7088104019086667, "train_ari": -0.08475225448296066, "train_fscore": 0.3319048267761135, "train_adjacc": -1, "epoch": 154}
{"train_loss": 5.1632574552969395, "train_cls": 2.911073990237656, "train_patch": 2.2521834658037463, "train_lr": 0.001837305417300036, "train_wd": 0.07253004400570925, "train_acc": 0.6833736136091128, "train_nmi": 0.709056520880075, "train_ari": -0.03293889319464854, "train_fscore": 0.33319108035812833, "train_adjacc": -1, "epoch": 155}
{"train_loss": 5.1730620412470145, "train_cls": 2.92512806017193, "train_patch": 2.247933981366914, "train_lr": 0.0018351252003381902, "train_wd": 0.07293648983770136, "train_acc": 0.6819310176858513, "train_nmi": 0.7100902042050276, "train_ari": -2.3732590419770996, "train_fscore": 0.3350646407636499, "train_adjacc": -1, "epoch": 156}
{"train_loss": 5.1518410787069735, "train_cls": 2.9204200062868026, "train_patch": 2.2314210722951007, "train_lr": 0.001832931784514465, "train_wd": 0.0733452035709467, "train_acc": 0.6808186263489209, "train_nmi": 0.7094366175196911, "train_ari": -0.48014823493956754, "train_fscore": 0.3330593941165591, "train_adjacc": -1, "epoch": 157}
{"train_loss": 5.13302544652701, "train_cls": 2.9203076140343143, "train_patch": 2.212717831259866, "train_lr": 0.0018307252045158067, "train_wd": 0.0737561789025731, "train_acc": 0.6817506931954437, "train_nmi": 0.7098253981458141, "train_ari": -0.9334104570201898, "train_fscore": 0.3345291198078791, "train_adjacc": -1, "epoch": 158}
{"train_loss": 5.101629607492595, "train_cls": 2.915691797217305, "train_patch": 2.185937809155618, "train_lr": 0.0018285054952373295, "train_wd": 0.07416940949483332, "train_acc": 0.6827132044364509, "train_nmi": 0.7101588966148128, "train_ari": 1.75723187061507, "train_fscore": 0.3350081340298499, "train_adjacc": -1, "epoch": 159}
{"train_loss": 5.080116955949058, "train_cls": 2.915772099765561, "train_patch": 2.164344854748173, "train_lr": 0.001826272691781783, "train_wd": 0.07458488897520009, "train_acc": 0.6817975307254197, "train_nmi": 0.7099060535174639, "train_ari": 2.533296175742771, "train_fscore": 0.3357340252728562, "train_adjacc": -1, "epoch": 160}
{"train_loss": 5.095537947736484, "train_cls": 2.9281165570282726, "train_patch": 2.1674213897076537, "train_lr": 0.001824026829458984, "train_wd": 0.07500261093646597, "train_acc": 0.6795032723820943, "train_nmi": 0.7098038186902024, "train_ari": 4.340184337951866, "train_fscore": 0.33567931742514284, "train_adjacc": -1, "epoch": 161}
{"train_loss": 5.089017389334744, "train_cls": 2.914697413250125, "train_patch": 2.1743199778236835, "train_lr": 0.001821767943785263, "train_wd": 0.07542256893684139, "train_acc": 0.6819583395783373, "train_nmi": 0.7103924627489294, "train_ari": -5.493410693682449, "train_fscore": 0.33668004796484896, "train_adjacc": -1, "epoch": 162}
{"train_loss": 5.124945808967336, "train_cls": 2.9301120322004115, "train_patch": 2.1948337747181634, "train_lr": 0.0018194960704829089, "train_wd": 0.07584475650005461, "train_acc": 0.6805454074240608, "train_nmi": 0.7101025428823075, "train_ari": -2.289618458294897, "train_fscore": 0.33560801117969913, "train_adjacc": -1, "epoch": 163}
{"train_loss": 5.134473199228779, "train_cls": 2.9256575423464786, "train_patch": 2.208815656423712, "train_lr": 0.0018172112454795935, "train_wd": 0.07626916711545095, "train_acc": 0.6821956497302158, "train_nmi": 0.710421602656383, "train_ari": 1.4387951116658437, "train_fscore": 0.3363608754484009, "train_adjacc": -1, "epoch": 164}
{"train_loss": 5.162866560127333, "train_cls": 2.946525572116474, "train_patch": 2.216340986801852, "train_lr": 0.0018149135049078129, "train_wd": 0.07669579423809406, "train_acc": 0.6804439261091128, "train_nmi": 0.7107071802872684, "train_ari": 0.7038836319612242, "train_fscore": 0.3378241941056403, "train_adjacc": -1, "epoch": 165}
{"train_loss": 5.108994834452606, "train_cls": 2.926604838423925, "train_patch": 2.1823899944980654, "train_lr": 0.001812602885104306, "train_wd": 0.07712463128886572, "train_acc": 0.6828427882693845, "train_nmi": 0.711137010944423, "train_ari": 0.2693055063346298, "train_fscore": 0.33725718676538674, "train_adjacc": -1, "epoch": 166}
{"train_loss": 5.114477242949865, "train_cls": 2.9291359970180824, "train_patch": 2.1853412458364914, "train_lr": 0.0018102794226094864, "train_wd": 0.07755567165456821, "train_acc": 0.6823236723121503, "train_nmi": 0.7107523024653423, "train_ari": -1.394890695749982, "train_fscore": 0.33758837015155024, "train_adjacc": -1, "epoch": 167}
{"train_loss": 5.16568809297445, "train_cls": 2.9596525665810356, "train_patch": 2.206035525774022, "train_lr": 0.0018079431541668742, "train_wd": 0.07798890868802572, "train_acc": 0.6784033710531575, "train_nmi": 0.7102982786301902, "train_ari": -0.4286137077625195, "train_fscore": 0.33555360222525654, "train_adjacc": -1, "epoch": 168}
{"train_loss": 5.124077695105478, "train_cls": 2.9341330248103152, "train_patch": 2.189944669693637, "train_lr": 0.0018055941167224895, "train_wd": 0.07842433570818745, "train_acc": 0.6814259529876099, "train_nmi": 0.71153533620671, "train_ari": -0.6888986589315914, "train_fscore": 0.33741830016609103, "train_adjacc": -1, "epoch": 169}
{"train_loss": 5.131997818736245, "train_cls": 2.9481863628784053, "train_patch": 2.183811455845928, "train_lr": 0.0018032323474242843, "train_wd": 0.07886194600022971, "train_acc": 0.6793588566646682, "train_nmi": 0.7105262651058579, "train_ari": -1.190874561418431, "train_fscore": 0.3370450731102344, "train_adjacc": -1, "epoch": 170}
{"train_loss": 5.10977680715535, "train_cls": 2.946701180996845, "train_patch": 2.163075626807676, "train_lr": 0.0018008578836215693, "train_wd": 0.07930173281566086, "train_acc": 0.6791722871702638, "train_nmi": 0.7101936753661343, "train_ari": -105.67938528368529, "train_fscore": 0.3348966284379936, "train_adjacc": -1, "epoch": 171}
{"train_loss": 5.148832607945854, "train_cls": 2.994815866914775, "train_patch": 2.1540167435324733, "train_lr": 0.0017984707628643916, "train_wd": 0.07974368937242383, "train_acc": 0.6749428582134293, "train_nmi": 0.7102497276487105, "train_ari": 4.159467989166083, "train_fscore": 0.33559939982887504, "train_adjacc": -1, "epoch": 172}
{"train_loss": 5.0542150014977185, "train_cls": 2.9481833404679, "train_patch": 2.106031658498646, "train_lr": 0.0017960710229029554, "train_wd": 0.08018780885500233, "train_acc": 0.6818022144784173, "train_nmi": 0.7116462605961782, "train_ari": -5.104515569096949, "train_fscore": 0.33834015173389254, "train_adjacc": -1, "epoch": 173}
{"train_loss": 5.053700087644118, "train_cls": 2.9625960860630687, "train_patch": 2.091104002343379, "train_lr": 0.001793658701687044, "train_wd": 0.0806340844145241, "train_acc": 0.6795532324140687, "train_nmi": 0.7111203755784447, "train_ari": -2.0176217305095205, "train_fscore": 0.33683298035680004, "train_adjacc": -1, "epoch": 174}
{"train_loss": 5.052437475926394, "train_cls": 2.980973703541058, "train_patch": 2.071463773052374, "train_lr": 0.0017912338373653836, "train_wd": 0.0810825091688679, "train_acc": 0.6779982264188649, "train_nmi": 0.7106935258193504, "train_ari": 2.96183390486346, "train_fscore": 0.3355298298366831, "train_adjacc": -1, "epoch": 175}
{"train_loss": 5.042004354697147, "train_cls": 2.97965527682615, "train_patch": 2.0623490798661557, "train_lr": 0.0017887964682850636, "train_wd": 0.08153307620276945, "train_acc": 0.6802542341127098, "train_nmi": 0.7107907262785897, "train_ari": -2.034616202186599, "train_fscore": 0.33667741109855065, "train_adjacc": -1, "epoch": 176}
{"train_loss": 5.108578384911223, "train_cls": 3.023030563033551, "train_patch": 2.085547825248598, "train_lr": 0.0017863466329909382, "train_wd": 0.08198577856792769, "train_acc": 0.6760786683153477, "train_nmi": 0.7108688980735606, "train_ari": -595.9626947562775, "train_fscore": 0.3372695089548276, "train_adjacc": -1, "epoch": 177}
{"train_loss": 5.058317837574118, "train_cls": 2.9889102673454344, "train_patch": 2.0694075718188554, "train_lr": 0.0017838843702249819, "train_wd": 0.08244060928311199, "train_acc": 0.6794275517086331, "train_nmi": 0.7117676145812998, "train_ari": 1.6158938312878777, "train_fscore": 0.3378398841399664, "train_adjacc": -1, "epoch": 178}
{"train_loss": 5.0699387486937715, "train_cls": 2.999005688156346, "train_patch": 2.0709330621811985, "train_lr": 0.001781409718925719, "train_wd": 0.08289756133427024, "train_acc": 0.6761621952438049, "train_nmi": 0.71083972984177, "train_ari": 1.3289586402934055, "train_fscore": 0.337452874985497, "train_adjacc": -1, "epoch": 179}
{"train_loss": 5.083933009899301, "train_cls": 3.0086744860422123, "train_patch": 2.075258523904734, "train_lr": 0.0017789227182275747, "train_wd": 0.08335662767463675, "train_acc": 0.6740490420163869, "train_nmi": 0.7105185557098732, "train_ari": -7.565531597795783, "train_fscore": 0.33620256060704345, "train_adjacc": -1, "epoch": 180}
{"train_loss": 5.085623290446355, "train_cls": 3.0004756391453418, "train_patch": 2.0851476533676414, "train_lr": 0.001776423407460274, "train_wd": 0.08381780122484034, "train_acc": 0.6765205023481216, "train_nmi": 0.7106409736765029, "train_ari": 2.3447803309014144, "train_fscore": 0.33683941372981596, "train_adjacc": -1, "epoch": 181}
{"train_loss": 5.2857748462999465, "train_cls": 3.1469149820500615, "train_patch": 2.138859865548228, "train_lr": 0.0017739118261482134, "train_wd": 0.08428107487301416, "train_acc": 0.6589369129696243, "train_nmi": 0.7073000896808165, "train_ari": -1.8556005674544407, "train_fscore": 0.3365377267845795, "train_adjacc": -1, "epoch": 182}
{"train_loss": 5.097229712753654, "train_cls": 3.0136435134448023, "train_patch": 2.0835861994339218, "train_lr": 0.001771388014009833, "train_wd": 0.08474644147490588, "train_acc": 0.6771926209032774, "train_nmi": 0.7113931125288148, "train_ari": -0.8210564889476191, "train_fscore": 0.34177247150902473, "train_adjacc": -1, "epoch": 183}
{"train_loss": 5.217710970307616, "train_cls": 3.1124781939170534, "train_patch": 2.105232777861621, "train_lr": 0.0017688520109570044, "train_wd": 0.08521389385398656, "train_acc": 0.6613701226518784, "train_nmi": 0.7101600410380006, "train_ari": 9.685695984772913, "train_fscore": 0.33897570010602446, "train_adjacc": -1, "epoch": 184}
{"train_loss": 5.1002398079438365, "train_cls": 3.044975629944405, "train_patch": 2.055264179404977, "train_lr": 0.0017663038570943756, "train_wd": 0.0856834248015626, "train_acc": 0.6731763027078337, "train_nmi": 0.7096290306685683, "train_ari": -9.58359357524097, "train_fscore": 0.34073779423606215, "train_adjacc": -1, "epoch": 185}
{"train_loss": 5.076356500482483, "train_cls": 3.0278820331386336, "train_patch": 2.048474467355761, "train_lr": 0.0017637435927187527, "train_wd": 0.08615502707688559, "train_acc": 0.6754245041466826, "train_nmi": 0.7118640913841243, "train_ari": -0.200481214474396, "train_fscore": 0.34152197013533314, "train_adjacc": -1, "epoch": 186}
{"train_loss": 5.074182389534825, "train_cls": 3.030071198606758, "train_patch": 2.0441111914045234, "train_lr": 0.0017611712583184675, "train_wd": 0.08662869340726512, "train_acc": 0.6744292066346922, "train_nmi": 0.7108477769734926, "train_ari": -15.23404170068771, "train_fscore": 0.33751734596839067, "train_adjacc": -1, "epoch": 187}
{"train_loss": 5.201592582390368, "train_cls": 3.1027320953939173, "train_patch": 2.098860484167493, "train_lr": 0.0017585868945727175, "train_wd": 0.0871044164881804, "train_acc": 0.6663692483513189, "train_nmi": 0.7101878037171888, "train_ari": -2.042839733135366, "train_fscore": 0.33781523451030254, "train_adjacc": -1, "epoch": 188}
{"train_loss": 5.11689078732789, "train_cls": 3.036458177639426, "train_patch": 2.080432611332237, "train_lr": 0.0017559905423509342, "train_wd": 0.08758218898339312, "train_acc": 0.676333932853717, "train_nmi": 0.7116399059562966, "train_ari": 3.1193631404480806, "train_fscore": 0.33968100992961375, "train_adjacc": -1, "epoch": 189}
{"train_loss": 5.126138105523958, "train_cls": 3.0409895366639925, "train_patch": 2.085148570009416, "train_lr": 0.0017533822427121374, "train_wd": 0.08806200352506018, "train_acc": 0.6746032861211031, "train_nmi": 0.7104528964777739, "train_ari": -2.206755726420545, "train_fscore": 0.33733152789180704, "train_adjacc": -1, "epoch": 190}
{"train_loss": 5.2198203568168875, "train_cls": 3.113381226899193, "train_patch": 2.1064391300904095, "train_lr": 0.001750762036904298, "train_wd": 0.08854385271384818, "train_acc": 0.6656276541266987, "train_nmi": 0.7092751105793745, "train_ari": -0.32215803628728035, "train_fscore": 0.33682194488183786, "train_adjacc": -1, "epoch": 191}
{"train_loss": 5.11261331560991, "train_cls": 3.0475144586879477, "train_patch": 2.0650988574281968, "train_lr": 0.0017481299663636533, "train_wd": 0.08902772911904615, "train_acc": 0.6743480215827338, "train_nmi": 0.7106254876579471, "train_ari": 0.9390876316466183, "train_fscore": 0.33936108971864565, "train_adjacc": -1, "epoch": 192}
{"train_loss": 5.098778350080708, "train_cls": 3.043113386376108, "train_patch": 2.0556649641393663, "train_lr": 0.0017454860727140812, "train_wd": 0.08951362527868172, "train_acc": 0.6738351506294964, "train_nmi": 0.711228999223983, "train_ari": -0.6453666482900082, "train_fscore": 0.33922431966167993, "train_adjacc": -1, "epoch": 193}
{"train_loss": 5.094019450253244, "train_cls": 3.0456689327693196, "train_patch": 2.0483505171384935, "train_lr": 0.0017428303977664273, "train_wd": 0.09000153369963468, "train_acc": 0.6735049460431655, "train_nmi": 0.7112058179028068, "train_ari": -0.8516506695335564, "train_fscore": 0.3383456830953516, "train_adjacc": -1, "epoch": 194}
{"train_loss": 5.109847474679482, "train_cls": 3.0519529172270703, "train_patch": 2.057894557785931, "train_lr": 0.0017401629835178452, "train_wd": 0.0904914468577538, "train_acc": 0.6727859899580336, "train_nmi": 0.7103749308800219, "train_ari": -3.0264114871991774, "train_fscore": 0.3377090457045588, "train_adjacc": -1, "epoch": 195}
{"train_loss": 5.173067655161225, "train_cls": 3.0887211199334677, "train_patch": 2.0843465363533853, "train_lr": 0.0017374838721511499, "train_wd": 0.09098335719797211, "train_acc": 0.666945349970024, "train_nmi": 0.7104827859113556, "train_ari": -2.5874109640662475, "train_fscore": 0.3391520244933679, "train_adjacc": -1, "epoch": 196}
{"train_loss": 5.101816708759533, "train_cls": 3.0476663879615415, "train_patch": 2.0541503183263763, "train_lr": 0.0017347931060341213, "train_wd": 0.09147725713442331, "train_acc": 0.673933509442446, "train_nmi": 0.7117119363006712, "train_ari": 1.9933900265957678, "train_fscore": 0.3411547849316762, "train_adjacc": -1, "epoch": 197}
{"train_loss": 5.1228718919981775, "train_cls": 3.053211976345971, "train_patch": 2.0696599166408527, "train_lr": 0.0017320907277188584, "train_wd": 0.09197313905055986, "train_acc": 0.6712223970823341, "train_nmi": 0.7107948577729132, "train_ari": -34.46795203366323, "train_fscore": 0.338460105514923, "train_adjacc": -1, "epoch": 198}
{"train_loss": 5.120422480906323, "train_cls": 3.055150362072612, "train_patch": 2.0652721190838506, "train_lr": 0.0017293767799410865, "train_wd": 0.09247099529926903, "train_acc": 0.6721505608013589, "train_nmi": 0.7106808895516163, "train_ari": 1.1037185299509482, "train_fscore": 0.33770583624360767, "train_adjacc": -1, "epoch": 199}
{"train_loss": 5.1705275382355245, "train_cls": 3.1039325434812826, "train_patch": 2.0665949947363753, "train_lr": 0.0017266513056194972, "train_wd": 0.0929708182029915, "train_acc": 0.6688016774080735, "train_nmi": 0.7105931433509899, "train_ari": 7.146944718057303, "train_fscore": 0.3397061482440272, "train_adjacc": -1, "epoch": 200}
{"train_loss": 5.099214855989487, "train_cls": 3.0593523301428363, "train_patch": 2.0398625257096703, "train_lr": 0.0017239143478550696, "train_wd": 0.09347260005383996, "train_acc": 0.6732855902777778, "train_nmi": 0.7118103685723193, "train_ari": 16.069545162801425, "train_fscore": 0.34089644814380843, "train_adjacc": -1, "epoch": 201}
{"train_loss": 5.176137860099093, "train_cls": 3.11377578964241, "train_patch": 2.0623620690273152, "train_lr": 0.0017211659499303744, "train_wd": 0.09397633311371725, "train_acc": 0.6677025567046363, "train_nmi": 0.7112492239149275, "train_ari": 2.0717701089709304, "train_fscore": 0.3390789216312547, "train_adjacc": -1, "epoch": 202}
{"train_loss": 5.117026387156248, "train_cls": 3.0646454866627137, "train_patch": 2.052380900028989, "train_lr": 0.001718406155308904, "train_wd": 0.09448200961443662, "train_acc": 0.6740771445343725, "train_nmi": 0.7123297954395857, "train_ari": -3.2982558719809028, "train_fscore": 0.3409474465212995, "train_adjacc": -1, "epoch": 203}
{"train_loss": 5.142072507088705, "train_cls": 3.0730455777318264, "train_patch": 2.069026929088872, "train_lr": 0.0017156350076343795, "train_wd": 0.09498962175784094, "train_acc": 0.672451101618705, "train_nmi": 0.7119180649478434, "train_ari": -0.7010829754711128, "train_fscore": 0.3386928180637181, "train_adjacc": -1, "epoch": 204}
{"train_loss": 5.140330219821488, "train_cls": 3.073132335877628, "train_patch": 2.067197883503138, "train_lr": 0.001712852550730054, "train_wd": 0.09549916171592283, "train_acc": 0.6722231589728217, "train_nmi": 0.7115857294590581, "train_ari": 4.2797197072643876, "train_fscore": 0.33647656018092303, "train_adjacc": -1, "epoch": 205}
{"train_loss": 5.151982527497194, "train_cls": 3.0794699908279592, "train_patch": 2.072512536311893, "train_lr": 0.0017100588285980322, "train_wd": 0.09601062163094615, "train_acc": 0.6708032011890488, "train_nmi": 0.711121465600496, "train_ari": -2.3710912100008983, "train_fscore": 0.3356769025068616, "train_adjacc": -1, "epoch": 206}
{"train_loss": 5.198075726521101, "train_cls": 3.1086856778457963, "train_patch": 2.0893900477045255, "train_lr": 0.001707253885418567, "train_wd": 0.09652399361556602, "train_acc": 0.6680218325339728, "train_nmi": 0.7116074506514841, "train_ari": 1.3513085355519587, "train_fscore": 0.3372093997091388, "train_adjacc": -1, "epoch": 207}
{"train_loss": 5.148004691580312, "train_cls": 3.078389528986933, "train_patch": 2.0696151643086202, "train_lr": 0.0017044377655493679, "train_wd": 0.09703926975295127, "train_acc": 0.6744791666666666, "train_nmi": 0.7125031808756734, "train_ari": -3.8914499762641683, "train_fscore": 0.3405449150313166, "train_adjacc": -1, "epoch": 208}
{"train_loss": 5.271024439379656, "train_cls": 3.1763615969130745, "train_patch": 2.0946628443188042, "train_lr": 0.0017016105135248846, "train_wd": 0.09755644209690673, "train_acc": 0.6625043715027977, "train_nmi": 0.7105676654351047, "train_ari": -1.5124733360446285, "train_fscore": 0.3397853186474847, "train_adjacc": -1, "epoch": 209}
{"train_loss": 5.153256824500651, "train_cls": 3.0985016574819597, "train_patch": 2.054755169210388, "train_lr": 0.0016987721740556142, "train_wd": 0.09807550267199501, "train_acc": 0.6737750424660272, "train_nmi": 0.7122758583317224, "train_ari": -1.8480581459362044, "train_fscore": 0.3424018973265825, "train_adjacc": -1, "epoch": 210}
{"train_loss": 5.203929702679126, "train_cls": 3.129781482995843, "train_patch": 2.07414821961777, "train_lr": 0.0016959227920273921, "train_wd": 0.09859644347365953, "train_acc": 0.6687158086031175, "train_nmi": 0.711945396830473, "train_ari": 1.7399858485341106, "train_fscore": 0.34108804838947576, "train_adjacc": -1, "epoch": 211}
{"train_loss": 5.155734290679296, "train_cls": 3.1083280861282425, "train_patch": 2.047406205849396, "train_lr": 0.0016930624125006887, "train_wd": 0.09911925646834907, "train_acc": 0.6728078474720224, "train_nmi": 0.7124603533230613, "train_ari": 1.2815567309478673, "train_fscore": 0.3413782633141129, "train_adjacc": -1, "epoch": 212}
{"train_loss": 5.1581276553831135, "train_cls": 3.1109914816350197, "train_patch": 2.0471361729321624, "train_lr": 0.0016901910807098847, "train_wd": 0.0996439335936408, "train_acc": 0.672742274930056, "train_nmi": 0.7115934336678209, "train_ari": 1.1756302663616758, "train_fscore": 0.3395605849394743, "train_adjacc": -1, "epoch": 213}
{"train_loss": 5.284351975273648, "train_cls": 3.2130139341457284, "train_patch": 2.0713380406395516, "train_lr": 0.001687308842062554, "train_wd": 0.10017046675836379, "train_acc": 0.6603350132394085, "train_nmi": 0.7096972868690224, "train_ari": -1.2259074070360543, "train_fscore": 0.3399782947865501, "train_adjacc": -1, "epoch": 214}
{"train_loss": 5.161874952373935, "train_cls": 3.119360600301116, "train_patch": 2.0425143526326552, "train_lr": 0.0016844157421387687, "train_wd": 0.10069884784272555, "train_acc": 0.6718648518685052, "train_nmi": 0.7124567362657872, "train_ari": -4.1479070461023415, "train_fscore": 0.3418604587687498, "train_adjacc": -1, "epoch": 215}
{"train_loss": 5.208462553606521, "train_cls": 3.157917218790542, "train_patch": 2.0505453359118277, "train_lr": 0.001681511826690349, "train_wd": 0.10122906869843622, "train_acc": 0.6635387002897681, "train_nmi": 0.7106981829628052, "train_ari": 0.101910765402543, "train_fscore": 0.33717454627888455, "train_adjacc": -1, "epoch": 216}
{"train_loss": 5.149024444756558, "train_cls": 3.120927706741982, "train_patch": 2.0280967375381196, "train_lr": 0.0016785971416401612, "train_wd": 0.10176112114883397, "train_acc": 0.6703293615107914, "train_nmi": 0.7120608287070738, "train_ari": 5.169929289974049, "train_fscore": 0.34050050076393523, "train_adjacc": -1, "epoch": 217}
{"train_loss": 5.206145724077686, "train_cls": 3.1442348334929355, "train_patch": 2.061910890662175, "train_lr": 0.0016756717330813817, "train_wd": 0.10229499698901211, "train_acc": 0.6676120041466826, "train_nmi": 0.7114976644160135, "train_ari": 2.7186431108721076, "train_fscore": 0.33865723397842273, "train_adjacc": -1, "epoch": 218}
{"train_loss": 5.288064263647885, "train_cls": 3.1966239051114647, "train_patch": 2.0914403573869706, "train_lr": 0.0016727356472767605, "train_wd": 0.10283068798594514, "train_acc": 0.660265537569944, "train_nmi": 0.7110079845989569, "train_ari": 2.5542503155379968, "train_fscore": 0.3402733111501972, "train_adjacc": -1, "epoch": 219}
{"train_loss": 5.200037826260598, "train_cls": 3.145189650851093, "train_patch": 2.054848176624468, "train_lr": 0.0016697889306579157, "train_wd": 0.10336818587861417, "train_acc": 0.6680077812749801, "train_nmi": 0.7111536486867341, "train_ari": 2.0456725200069714, "train_fscore": 0.3422201762716787, "train_adjacc": -1, "epoch": 220}
{"train_loss": 5.1886653308745485, "train_cls": 3.1402043794318257, "train_patch": 2.048460948333847, "train_lr": 0.0016668316298245696, "train_wd": 0.10390748237813766, "train_acc": 0.6683364246103117, "train_nmi": 0.7123191109852732, "train_ari": 0.6462995011725844, "train_fscore": 0.34278046223469083, "train_adjacc": -1, "epoch": 221}
{"train_loss": 5.221042045550667, "train_cls": 3.1549945196909586, "train_patch": 2.06604752681262, "train_lr": 0.0016638637915438236, "train_wd": 0.10444856916789594, "train_acc": 0.6676315197841727, "train_nmi": 0.7117795031167339, "train_ari": 0.290232889392846, "train_fscore": 0.34060019938023417, "train_adjacc": -1, "epoch": 222}
{"train_loss": 5.182219280661058, "train_cls": 3.142976794061329, "train_patch": 2.0392424875526407, "train_lr": 0.0016608854627494314, "train_wd": 0.10499143790366164, "train_acc": 0.6678922487010391, "train_nmi": 0.7117857306892036, "train_ari": -0.3704180407461166, "train_fscore": 0.3408098386858652, "train_adjacc": -1, "epoch": 223}
{"train_loss": 5.184689479134828, "train_cls": 3.150529936897002, "train_patch": 2.0341595425892125, "train_lr": 0.0016578966905410352, "train_wd": 0.1055360802137273, "train_acc": 0.665494167166267, "train_nmi": 0.7118393053882195, "train_ari": 1.2277319285645198, "train_fscore": 0.33786980542990824, "train_adjacc": -1, "epoch": 224}
{"train_loss": 5.18546869552774, "train_cls": 3.1504720240640793, "train_patch": 2.034996672553553, "train_lr": 0.0016548975221834313, "train_wd": 0.10608248769903465, "train_acc": 0.6667806379896083, "train_nmi": 0.7115590858725511, "train_ari": 0.5212622995839237, "train_fscore": 0.33766008757481447, "train_adjacc": -1, "epoch": 225}
{"train_loss": 5.187565111010957, "train_cls": 3.158600466905071, "train_patch": 2.028964645058798, "train_lr": 0.001651888005105824, "train_wd": 0.10663065193330429, "train_acc": 0.6683356439848122, "train_nmi": 0.7119461119047631, "train_ari": 216.8312410821627, "train_fscore": 0.33824903104080617, "train_adjacc": -1, "epoch": 226}
{"train_loss": 5.199089808870467, "train_cls": 3.163949759589206, "train_patch": 2.035140051133484, "train_lr": 0.0016488681869010731, "train_wd": 0.1071805644631657, "train_acc": 0.6676315197841727, "train_nmi": 0.7121111313750604, "train_ari": -0.8949743276764163, "train_fscore": 0.33906890795995775, "train_adjacc": -1, "epoch": 227}
{"train_loss": 5.188428541191286, "train_cls": 3.164041468303362, "train_patch": 2.0243870733167344, "train_lr": 0.0016458381153249483, "train_wd": 0.10773221680828746, "train_acc": 0.6680265162869704, "train_nmi": 0.7119725570279137, "train_ari": 3.4097473606024917, "train_fscore": 0.3401399402102758, "train_adjacc": -1, "epoch": 228}
{"train_loss": 5.252234470679891, "train_cls": 3.211374878799982, "train_patch": 2.0408595905220097, "train_lr": 0.0016427978382953545, "train_wd": 0.10828560046150751, "train_acc": 0.6618213241906474, "train_nmi": 0.7116930305666763, "train_ari": -1.125290608255406, "train_fscore": 0.3406383941316286, "train_adjacc": -1, "epoch": 229}
{"train_loss": 5.203981634405115, "train_cls": 3.1840347969751184, "train_patch": 2.0199468366021542, "train_lr": 0.0016397474038915897, "train_wd": 0.10884070688896613, "train_acc": 0.6674324602817746, "train_nmi": 0.7116383402346128, "train_ari": 11.416366584367697, "train_fscore": 0.34374885422741563, "train_adjacc": -1, "epoch": 230}
{"train_loss": 5.192625346205694, "train_cls": 3.1708923398281077, "train_patch": 2.0217330033104006, "train_lr": 0.00163668686035359, "train_wd": 0.10939752753023488, "train_acc": 0.6705440335231815, "train_nmi": 0.7133180882321296, "train_ari": -21.327188384763964, "train_fscore": 0.3455340556799903, "train_adjacc": -1, "epoch": 231}
{"train_loss": 5.216057915588935, "train_cls": 3.177928593530834, "train_patch": 2.038129323237329, "train_lr": 0.001633616256081156, "train_wd": 0.10995605379845112, "train_acc": 0.666039043764988, "train_nmi": 0.7120234345882555, "train_ari": -3.31802636280429, "train_fscore": 0.3417650223502618, "train_adjacc": -1, "epoch": 232}
{"train_loss": 5.234190428214108, "train_cls": 3.178496637552095, "train_patch": 2.0556937915375, "train_lr": 0.0016305356396331837, "train_wd": 0.11051627708044821, "train_acc": 0.6671498738509193, "train_nmi": 0.7119080195317156, "train_ari": -4.719034705390909, "train_fscore": 0.3397789957563191, "train_adjacc": -1, "epoch": 233}
{"train_loss": 5.321483500212502, "train_cls": 3.2262493575648437, "train_patch": 2.095234143731596, "train_lr": 0.0016274450597269041, "train_wd": 0.11107818873689086, "train_acc": 0.6624473858413269, "train_nmi": 0.7114347053931221, "train_ari": -3.162517475492565, "train_fscore": 0.33982274128959494, "train_adjacc": -1, "epoch": 234}
{"train_loss": 5.254257818539556, "train_cls": 3.174545463505123, "train_patch": 2.079712353968363, "train_lr": 0.0016243445652371245, "train_wd": 0.11164178010240568, "train_acc": 0.6688368055555556, "train_nmi": 0.7129624380003522, "train_ari": -0.9509919001828843, "train_fscore": 0.34282677863201066, "train_adjacc": -1, "epoch": 235}
{"train_loss": 5.33549824954985, "train_cls": 3.225668084135444, "train_patch": 2.109830165420362, "train_lr": 0.0016212342051954236, "train_wd": 0.11220704248571717, "train_acc": 0.6609922999100719, "train_nmi": 0.7122273074908716, "train_ari": -0.44035424957193187, "train_fscore": 0.34281002388305354, "train_adjacc": -1, "epoch": 236}
{"train_loss": 5.2842759984812675, "train_cls": 3.1877825681825906, "train_patch": 2.0964934301200056, "train_lr": 0.001618114028789403, "train_wd": 0.11277396716977946, "train_acc": 0.6670522956634692, "train_nmi": 0.713215115401056, "train_ari": 0.36854827372816573, "train_fscore": 0.3425681748199065, "train_adjacc": -1, "epoch": 237}
{"train_loss": 5.283787947121284, "train_cls": 3.1990518396039853, "train_patch": 2.084736107243337, "train_lr": 0.00161498408536191, "train_wd": 0.11334254541191294, "train_acc": 0.6692848845923262, "train_nmi": 0.7133451911357994, "train_ari": 1.9664116572208796, "train_fscore": 0.34245383272273694, "train_adjacc": -1, "epoch": 238}
{"train_loss": 5.281257483003428, "train_cls": 3.2019103617786313, "train_patch": 2.0793471197656497, "train_lr": 0.0016118444244102301, "train_wd": 0.11391276844393744, "train_acc": 0.6682755358213429, "train_nmi": 0.7122136602947082, "train_ari": -4.303614775110139, "train_fscore": 0.33873213702015403, "train_adjacc": -1, "epoch": 239}
{"train_loss": 5.263395602635438, "train_cls": 3.1996275202857314, "train_patch": 2.0637680805808634, "train_lr": 0.0016086950955853515, "train_wd": 0.11448462747230895, "train_acc": 0.6663606614708233, "train_nmi": 0.7117837316359622, "train_ari": 1.4852777445888237, "train_fscore": 0.33625136375303644, "train_adjacc": -1, "epoch": 240}
{"train_loss": 5.43414576133664, "train_cls": 3.325875211367123, "train_patch": 2.1082705495704848, "train_lr": 0.0016055361486911166, "train_wd": 0.11505811367825336, "train_acc": 0.6498527740307753, "train_nmi": 0.7096157897121604, "train_ari": -0.641390422262917, "train_fscore": 0.3385404923783877, "train_adjacc": -1, "epoch": 241}
{"train_loss": 5.276582238819007, "train_cls": 3.210356249654893, "train_patch": 2.066225990635171, "train_lr": 0.001602367633683491, "train_wd": 0.11563321821790466, "train_acc": 0.666392667116307, "train_nmi": 0.7130813741168919, "train_ari": -2.4416190807371723, "train_fscore": 0.3432770493862921, "train_adjacc": -1, "epoch": 242}
{"train_loss": 5.351602339820801, "train_cls": 3.239119483662738, "train_patch": 2.1124828573849372, "train_lr": 0.0015991896006697479, "train_wd": 0.11620993222243835, "train_acc": 0.662191340677458, "train_nmi": 0.7121445414322575, "train_ari": 3.8228426017746275, "train_fscore": 0.3395942415379687, "train_adjacc": -1, "epoch": 243}
{"train_loss": 5.3382941242173425, "train_cls": 3.209020021293375, "train_patch": 2.129274100952631, "train_lr": 0.0015960020999076785, "train_wd": 0.11678824679821162, "train_acc": 0.6669008543165468, "train_nmi": 0.7128817103659025, "train_ari": 4.2273503478519245, "train_fscore": 0.3411685482152551, "train_adjacc": -1, "epoch": 244}
{"train_loss": 5.376572595583164, "train_cls": 3.2226055040895987, "train_patch": 2.1539670927859516, "train_lr": 0.0015928051818047974, "train_wd": 0.11736815302689856, "train_acc": 0.664501992156275, "train_nmi": 0.7119982067066949, "train_ari": -2.023691231742403, "train_fscore": 0.3393281509366486, "train_adjacc": -1, "epoch": 245}
{"train_loss": 5.350831696693655, "train_cls": 3.2027588684638912, "train_patch": 2.1480728278545547, "train_lr": 0.001589598896917543, "train_wd": 0.11794964196562743, "train_acc": 0.6655558365807354, "train_nmi": 0.7123330421627857, "train_ari": 4.388463807705807, "train_fscore": 0.340682016977363, "train_adjacc": -1, "epoch": 246}
{"train_loss": 5.367969251365113, "train_cls": 3.212985146555493, "train_patch": 2.154984105786355, "train_lr": 0.001586383295950497, "train_wd": 0.11853270464711925, "train_acc": 0.6638618792466027, "train_nmi": 0.7121935907992999, "train_ari": -2.8139970681994053, "train_fscore": 0.34022151213688534, "train_adjacc": -1, "epoch": 247}
{"train_loss": 5.808285098639038, "train_cls": 3.504388168358879, "train_patch": 2.303896930566032, "train_lr": 0.0015831584297555388, "train_wd": 0.11911733207982655, "train_acc": 0.6223599245603517, "train_nmi": 0.7022372193681253, "train_ari": 2.4748480783061892, "train_fscore": 0.32781913675089686, "train_adjacc": -1, "epoch": 248}
{"train_loss": 5.51833841202261, "train_cls": 3.2880247854929174, "train_patch": 2.2303136264641794, "train_lr": 0.0015799243493310891, "train_wd": 0.11970351524807099, "train_acc": 0.6570009617306155, "train_nmi": 0.7019994657617726, "train_ari": 2.944107834577044, "train_fscore": 0.3322696640398517, "train_adjacc": -1, "epoch": 249}
{"train_loss": 5.433133884037522, "train_cls": 3.242965884238696, "train_patch": 2.190168001799942, "train_lr": 0.0015766811058212865, "train_wd": 0.12029124511218281, "train_acc": 0.6613435813848921, "train_nmi": 0.7100937160538828, "train_ari": -4.182260553904096, "train_fscore": 0.342293134204227, "train_adjacc": -1, "epoch": 250}
{"train_loss": 5.481761113488131, "train_cls": 3.2602179503316977, "train_patch": 2.2215431624357933, "train_lr": 0.0015734287505151613, "train_wd": 0.12088051260864043, "train_acc": 0.6584248226418865, "train_nmi": 0.7104870030687027, "train_ari": -0.8979937411521007, "train_fscore": 0.3415847174372284, "train_adjacc": -1, "epoch": 251}
{"train_loss": 5.471686884034261, "train_cls": 3.2302806027811304, "train_patch": 2.241406281848701, "train_lr": 0.0015701673348458497, "train_wd": 0.12147130865021087, "train_acc": 0.662591801558753, "train_nmi": 0.7117537432028775, "train_ari": 2.08258914335786, "train_fscore": 0.34596610328979355, "train_adjacc": -1, "epoch": 252}
{"train_loss": 5.493130537055189, "train_cls": 3.233970231551537, "train_patch": 2.259160305140354, "train_lr": 0.0015668969103897609, "train_wd": 0.12206362412608736, "train_acc": 0.6628431629696243, "train_nmi": 0.711888884149731, "train_ari": -6.674957711747527, "train_fscore": 0.3452005346194597, "train_adjacc": -1, "epoch": 253}
{"train_loss": 5.4927434563684425, "train_cls": 3.231894430770672, "train_patch": 2.260849024275605, "train_lr": 0.0015636175288657825, "train_wd": 0.12265744990203285, "train_acc": 0.6619727655375699, "train_nmi": 0.7113551744149251, "train_ari": 0.2761843239507681, "train_fscore": 0.3432848979278557, "train_adjacc": -1, "epoch": 254}
{"train_loss": 5.561056575162424, "train_cls": 3.2730448802383685, "train_patch": 2.288011694030701, "train_lr": 0.0015603292421344343, "train_wd": 0.12325277682051931, "train_acc": 0.6557574253097522, "train_nmi": 0.7108086475167088, "train_ari": 1.0936861000705815, "train_fscore": 0.34103641844463584, "train_adjacc": -1, "epoch": 255}
{"train_loss": 5.50215558289624, "train_cls": 3.2262232568290687, "train_patch": 2.2759323270379497, "train_lr": 0.0015570321021970792, "train_wd": 0.12384959570086926, "train_acc": 0.6633778914368506, "train_nmi": 0.712367513676388, "train_ari": 5.1410195947728, "train_fscore": 0.34637035382801, "train_adjacc": -1, "epoch": 256}
{"train_loss": 5.508247157795537, "train_cls": 3.2319379398505466, "train_patch": 2.2763092179569027, "train_lr": 0.001553726161195074, "train_wd": 0.12444789733939692, "train_acc": 0.6652631020183853, "train_nmi": 0.7126797900821127, "train_ari": 9.222214128622934, "train_fscore": 0.3454148983720335, "train_adjacc": -1, "epoch": 257}
{"train_loss": 5.791007547427139, "train_cls": 3.4430904229291435, "train_patch": 2.3479171246349764, "train_lr": 0.001550411471408967, "train_wd": 0.12504767250955157, "train_acc": 0.634765625, "train_nmi": 0.7055696313736799, "train_ari": 0.7916414604501909, "train_fscore": 0.3426595472972354, "train_adjacc": -1, "epoch": 258}
{"train_loss": 5.502054343787695, "train_cls": 3.2476593976636394, "train_patch": 2.2543949448674034, "train_lr": 0.001547088085257648, "train_wd": 0.12564891196205769, "train_acc": 0.6604396170563549, "train_nmi": 0.711771227064436, "train_ari": 7.450089401099204, "train_fscore": 0.3487338248507029, "train_adjacc": -1, "epoch": 259}
{"train_loss": 5.487336938925308, "train_cls": 3.2394244223237516, "train_patch": 2.247912518989792, "train_lr": 0.0015437560552975479, "train_wd": 0.12625160642505923, "train_acc": 0.6606433603117506, "train_nmi": 0.7120693666642648, "train_ari": -21.77623656962419, "train_fscore": 0.348929151122077, "train_adjacc": -1, "epoch": 260}
{"train_loss": 5.478347367067322, "train_cls": 3.250381685132317, "train_patch": 2.2279656842994173, "train_lr": 0.0015404154342217786, "train_wd": 0.12685574660426152, "train_acc": 0.6596824103217426, "train_nmi": 0.711593199959944, "train_ari": -8.57658264695128, "train_fscore": 0.3458782529532972, "train_adjacc": -1, "epoch": 261}
{"train_loss": 5.436211008652985, "train_cls": 3.224960612176324, "train_patch": 2.211250398221681, "train_lr": 0.0015370662748593184, "train_wd": 0.12746132318307635, "train_acc": 0.6616160196842525, "train_nmi": 0.7125286767360982, "train_ari": 6.694080656544114, "train_fscore": 0.3462507269433534, "train_adjacc": -1, "epoch": 262}
{"train_loss": 5.435158500258776, "train_cls": 3.2302142896240564, "train_patch": 2.204944211134998, "train_lr": 0.001533708630174174, "train_wd": 0.12806832682276378, "train_acc": 0.6631273106514788, "train_nmi": 0.7122099882983453, "train_ari": 3.1887305678864455, "train_fscore": 0.34674758194959837, "train_adjacc": -1, "epoch": 263}
{"train_loss": 5.455327393911439, "train_cls": 3.252132695046165, "train_patch": 2.203194699770541, "train_lr": 0.001530342553264532, "train_wd": 0.1286767481625761, "train_acc": 0.6590711805555556, "train_nmi": 0.7120444267435464, "train_ari": -0.2595148500672708, "train_fscore": 0.3457642123255274, "train_adjacc": -1, "epoch": 264}
{"train_loss": 5.4028285080246885, "train_cls": 3.220155413952663, "train_patch": 2.1826730935002785, "train_lr": 0.0015269680973619335, "train_wd": 0.12928657781990424, "train_acc": 0.6638962267685852, "train_nmi": 0.7124785959009139, "train_ari": -0.07502455192737575, "train_fscore": 0.347029718567236, "train_adjacc": -1, "epoch": 265}
{"train_loss": 5.412402199159899, "train_cls": 3.2295206976499107, "train_patch": 2.1828815018018184, "train_lr": 0.0015235853158304248, "train_wd": 0.1298978063904199, "train_acc": 0.6641710069444444, "train_nmi": 0.7125577480309455, "train_ari": 2.3592000187670044, "train_fscore": 0.3471275303439944, "train_adjacc": -1, "epoch": 266}
{"train_loss": 5.4173479120698955, "train_cls": 3.2372574107848004, "train_patch": 2.1800905016245697, "train_lr": 0.0015201942621657135, "train_wd": 0.13051042444822275, "train_acc": 0.6611710631494804, "train_nmi": 0.7117762973007505, "train_ari": -0.313044336016178, "train_fscore": 0.34482004536528105, "train_adjacc": -1, "epoch": 267}
{"train_loss": 5.441954102209337, "train_cls": 3.2456531818035983, "train_patch": 2.196300920179422, "train_lr": 0.001516794989994325, "train_wd": 0.13112442254598505, "train_acc": 0.659447442046363, "train_nmi": 0.711500118854743, "train_ari": -2.9854070754579296, "train_fscore": 0.34346410523264903, "train_adjacc": -1, "epoch": 268}
{"train_loss": 5.458659332314079, "train_cls": 3.2535791104788974, "train_patch": 2.2050802205844846, "train_lr": 0.0015133875530727488, "train_wd": 0.1317397912150953, "train_acc": 0.6617214041266987, "train_nmi": 0.7114271176086041, "train_ari": -0.7033930704954311, "train_fscore": 0.3450029415773618, "train_adjacc": -1, "epoch": 269}
{"train_loss": 5.455397385606568, "train_cls": 3.2613223928699107, "train_patch": 2.1940749941422024, "train_lr": 0.0015099720052866022, "train_wd": 0.1323565209658085, "train_acc": 0.6614388176958433, "train_nmi": 0.7110385657600603, "train_ari": 1.007601181744964, "train_fscore": 0.34574728619181355, "train_adjacc": -1, "epoch": 270}
{"train_loss": 5.465563779921649, "train_cls": 3.263706790969717, "train_patch": 2.2018569882729833, "train_lr": 0.00150654840064976, "train_wd": 0.1329746022873885, "train_acc": 0.6613880770383693, "train_nmi": 0.7116165395636346, "train_ari": 54.469525558748, "train_fscore": 0.34807833439584707, "train_adjacc": -1, "epoch": 271}
{"train_loss": 5.752066703532621, "train_cls": 3.467859613619072, "train_patch": 2.28420708873432, "train_lr": 0.0015031167933035104, "train_wd": 0.13359402564825665, "train_acc": 0.6343784347521982, "train_nmi": 0.7048874210611032, "train_ari": -1.6774539340277135, "train_fscore": 0.34326095454033045, "train_adjacc": -1, "epoch": 272}
{"train_loss": 5.5045741291926635, "train_cls": 3.2939649236669166, "train_patch": 2.2106092047753285, "train_lr": 0.0014996772375156999, "train_wd": 0.1342147814961385, "train_acc": 0.6578580885291767, "train_nmi": 0.7108439210879579, "train_ari": 0.7527264919192335, "train_fscore": 0.34933938807673603, "train_adjacc": -1, "epoch": 273}
{"train_loss": 5.491091309429454, "train_cls": 3.2908635137678623, "train_patch": 2.2002277953459397, "train_lr": 0.0014962297876798746, "train_wd": 0.13483686025821104, "train_acc": 0.6588057678856915, "train_nmi": 0.711356478196948, "train_ari": -7.530109034659373, "train_fscore": 0.3498986323051694, "train_adjacc": -1, "epoch": 274}
{"train_loss": 5.4902830097696285, "train_cls": 3.299410922123755, "train_patch": 2.190872086395177, "train_lr": 0.0014927744983144104, "train_wd": 0.13546025234125048, "train_acc": 0.6538792403577138, "train_nmi": 0.7106198369065122, "train_ari": 1.6464917818399147, "train_fscore": 0.3484730897665905, "train_adjacc": -1, "epoch": 275}
{"train_loss": 5.461909715196402, "train_cls": 3.28994207212822, "train_patch": 2.171967641632858, "train_lr": 0.0014893114240616648, "train_wd": 0.13608494813177915, "train_acc": 0.6576106302458034, "train_nmi": 0.7111308209608899, "train_ari": -4.082897865177939, "train_fscore": 0.34952655498740254, "train_adjacc": -1, "epoch": 276}
{"train_loss": 5.456803826286162, "train_cls": 3.291330458508502, "train_patch": 2.1654733665269625, "train_lr": 0.001485840619687107, "train_wd": 0.13671093799621598, "train_acc": 0.6599384554856115, "train_nmi": 0.7112952074275631, "train_ari": -5.818105743138716, "train_fscore": 0.34789820742899935, "train_adjacc": -1, "epoch": 277}
{"train_loss": 5.448163482210905, "train_cls": 3.2887478362289455, "train_patch": 2.1594156450528703, "train_lr": 0.0014823621400784435, "train_wd": 0.13733821228102186, "train_acc": 0.6606691209532374, "train_nmi": 0.7109912502328808, "train_ari": -3.705314578993817, "train_fscore": 0.3468647125450456, "train_adjacc": -1, "epoch": 278}
{"train_loss": 5.452893357173049, "train_cls": 3.2952049562899615, "train_patch": 2.157688401645417, "train_lr": 0.0014788760402447657, "train_wd": 0.137966761312852, "train_acc": 0.6590664968025579, "train_nmi": 0.7113165810376022, "train_ari": 1.71158706207722, "train_fscore": 0.3465622094364439, "train_adjacc": -1, "epoch": 279}
{"train_loss": 5.532080172468051, "train_cls": 3.355411133689465, "train_patch": 2.176669040714189, "train_lr": 0.001475382375315674, "train_wd": 0.13859657539870252, "train_acc": 0.6546481564748201, "train_nmi": 0.7108483849493791, "train_ari": -0.09134289376445993, "train_fscore": 0.34810762941126977, "train_adjacc": -1, "epoch": 280}
{"train_loss": 5.455659864379538, "train_cls": 3.300596534669828, "train_patch": 2.1550633312343694, "train_lr": 0.0014718812005403922, "train_wd": 0.13922764482606137, "train_acc": 0.6603420388689049, "train_nmi": 0.7124888593025095, "train_ari": -0.20352023923546902, "train_fscore": 0.3503101656802683, "train_adjacc": -1, "epoch": 281}
{"train_loss": 5.464028573055252, "train_cls": 3.312763016441648, "train_patch": 2.151265556595737, "train_lr": 0.0014683725712869218, "train_wd": 0.13985995986305735, "train_acc": 0.6605262664868106, "train_nmi": 0.7122595599106522, "train_ari": 0.1432730137282861, "train_fscore": 0.3473235111161657, "train_adjacc": -1, "epoch": 282}
{"train_loss": 5.474683048556463, "train_cls": 3.3213127282359522, "train_patch": 2.1533703196236935, "train_lr": 0.0014648565430411314, "train_wd": 0.14049351075860986, "train_acc": 0.6577964191147082, "train_nmi": 0.7117139618835111, "train_ari": 0.7622239009514779, "train_fscore": 0.34492482562422283, "train_adjacc": -1, "epoch": 283}
{"train_loss": 5.4806108566449225, "train_cls": 3.326057068866601, "train_patch": 2.154553788814613, "train_lr": 0.0014613331714059185, "train_wd": 0.14112828774258082, "train_acc": 0.6595879546362909, "train_nmi": 0.7122146988535474, "train_ari": -0.12630864886231333, "train_fscore": 0.34462566487148144, "train_adjacc": -1, "epoch": 284}
{"train_loss": 5.5067708833898, "train_cls": 3.344760925768853, "train_patch": 2.1620099584011436, "train_lr": 0.001457802512100295, "train_wd": 0.1417642810259236, "train_acc": 0.6568932354116707, "train_nmi": 0.7116766930325766, "train_ari": 0.3705936223204149, "train_fscore": 0.34530337039385434, "train_adjacc": -1, "epoch": 285}
{"train_loss": 5.507192854520133, "train_cls": 3.3421438622722426, "train_patch": 2.165048992438473, "train_lr": 0.0014542646209585262, "train_wd": 0.14240148080083537, "train_acc": 0.6592007643884892, "train_nmi": 0.7121821558687845, "train_ari": 2.5665681835783367, "train_fscore": 0.3475513648422255, "train_adjacc": -1, "epoch": 286}
{"train_loss": 5.541466098871353, "train_cls": 3.342973371120475, "train_patch": 2.198492726857523, "train_lr": 0.0014507195539292428, "train_wd": 0.14303987724090705, "train_acc": 0.6559112085331734, "train_nmi": 0.7114740889587424, "train_ari": 2.2689378935757487, "train_fscore": 0.34546422653978925, "train_adjacc": -1, "epoch": 287}
{"train_loss": 5.566818510266326, "train_cls": 3.3513847298378185, "train_patch": 2.2154337796006653, "train_lr": 0.0014471673670745522, "train_wd": 0.1436794605012758, "train_acc": 0.6567464778177458, "train_nmi": 0.7118387093075955, "train_ari": 4.831027834546854, "train_fscore": 0.34706203215488673, "train_adjacc": -1, "epoch": 288}
{"train_loss": 5.5457727720649785, "train_cls": 3.34464642797395, "train_patch": 2.201126343001136, "train_lr": 0.0014436081165691648, "train_wd": 0.14432022071877657, "train_acc": 0.6575840889788169, "train_nmi": 0.7119061649313086, "train_ari": 3.148170251491121, "train_fscore": 0.35024220701165276, "train_adjacc": -1, "epoch": 289}
{"train_loss": 5.556767493891392, "train_cls": 3.3483534245539626, "train_patch": 2.2084140704868793, "train_lr": 0.0014400418586994848, "train_wd": 0.14496214801209412, "train_acc": 0.6570876111610712, "train_nmi": 0.7118756420109562, "train_ari": 2.536519778511357, "train_fscore": 0.3499781523974785, "train_adjacc": -1, "epoch": 290}
{"train_loss": 5.554908593829206, "train_cls": 3.346711382829695, "train_patch": 2.208197211470011, "train_lr": 0.0014364686498627383, "train_wd": 0.14560523248191598, "train_acc": 0.6551063836430855, "train_nmi": 0.7113482779123429, "train_ari": -0.7378349914705783, "train_fscore": 0.34912872201535394, "train_adjacc": -1, "epoch": 291}
{"train_loss": 5.531541892712255, "train_cls": 3.3439322882633413, "train_patch": 2.187609604526338, "train_lr": 0.0014328885465660713, "train_wd": 0.1462494642110833, "train_acc": 0.6574591888988809, "train_nmi": 0.7117373053200974, "train_ari": 1.5842107213129457, "train_fscore": 0.34813400756338, "train_adjacc": -1, "epoch": 292}
{"train_loss": 5.597873623660809, "train_cls": 3.386369463863323, "train_patch": 2.2115041587790616, "train_lr": 0.001429301605425671, "train_wd": 0.14689483326474628, "train_acc": 0.6500190472621903, "train_nmi": 0.7107552413679274, "train_ari": -3.3689859984448005, "train_fscore": 0.34473901183325745, "train_adjacc": -1, "epoch": 293}
{"train_loss": 5.550660719450334, "train_cls": 3.339683113719443, "train_patch": 2.210977605045985, "train_lr": 0.0014257078831658337, "train_wd": 0.14754132969051556, "train_acc": 0.6552867081334932, "train_nmi": 0.712006620361471, "train_ari": -0.36810380761022343, "train_fscore": 0.34831715487544057, "train_adjacc": -1, "epoch": 294}
{"train_loss": 5.554751293383819, "train_cls": 3.347485266905799, "train_patch": 2.2072660258407595, "train_lr": 0.0014221074366181242, "train_wd": 0.148188943518617, "train_acc": 0.6552835856314948, "train_nmi": 0.7114855754526165, "train_ari": -1.239487246182116, "train_fscore": 0.34782633852469463, "train_adjacc": -1, "epoch": 295}
{"train_loss": 5.576053612809673, "train_cls": 3.3564250972940863, "train_patch": 2.21962851477708, "train_lr": 0.0014185003227204236, "train_wd": 0.14883766476204374, "train_acc": 0.6549619679256595, "train_nmi": 0.7113512038466056, "train_ari": -1.5507733650978097, "train_fscore": 0.34516070527566356, "train_adjacc": -1, "epoch": 296}
{"train_loss": 5.569072414121086, "train_cls": 3.35518116125767, "train_patch": 2.2138912540128666, "train_lr": 0.0014148865985160613, "train_wd": 0.1494874834167115, "train_acc": 0.6564974582833732, "train_nmi": 0.7114006437893737, "train_ari": 1.3282894912732304, "train_fscore": 0.34319662523653865, "train_adjacc": -1, "epoch": 297}
{"train_loss": 5.5732921943914215, "train_cls": 3.3593260403350294, "train_patch": 2.2139661532345056, "train_lr": 0.0014112663211528966, "train_wd": 0.15013838946161365, "train_acc": 0.6546302020883293, "train_nmi": 0.7112030179033716, "train_ari": -2.200208227313747, "train_fscore": 0.3451327307466528, "train_adjacc": -1, "epoch": 298}
{"train_loss": 5.583025145826103, "train_cls": 3.3609629188605443, "train_patch": 2.222062225774419, "train_lr": 0.0014076395478824335, "train_wd": 0.1507903728589729, "train_acc": 0.6563998800959233, "train_nmi": 0.7116549330714164, "train_ari": 8.231309732281364, "train_fscore": 0.34659376402673336, "train_adjacc": -1, "epoch": 299}
{"train_loss": 5.603419080555296, "train_cls": 3.3739356575943202, "train_patch": 2.2294834219008615, "train_lr": 0.0014040063360588855, "train_wd": 0.15144342355439908, "train_acc": 0.6555013801458833, "train_nmi": 0.7120127025082136, "train_ari": 2.6439714605806004, "train_fscore": 0.3463252365592122, "train_adjacc": -1, "epoch": 300}
{"train_loss": 5.6007127506936865, "train_cls": 3.3671923440447054, "train_patch": 2.233520406422665, "train_lr": 0.0014003667431382969, "train_wd": 0.1520975314770427, "train_acc": 0.6553928732014388, "train_nmi": 0.7115912139310093, "train_ari": -1.5271897709659974, "train_fscore": 0.3437494437692865, "train_adjacc": -1, "epoch": 301}
{"train_loss": 5.608873745329755, "train_cls": 3.373814444735849, "train_patch": 2.2350593020470977, "train_lr": 0.0013967208266776263, "train_wd": 0.15275268653975, "train_acc": 0.6542336443345323, "train_nmi": 0.7119041565008744, "train_ari": 1.6356446420547626, "train_fscore": 0.3448413912570936, "train_adjacc": -1, "epoch": 302}
{"train_loss": 5.60215433795961, "train_cls": 3.374841443318829, "train_patch": 2.227312893401995, "train_lr": 0.0013930686443338282, "train_wd": 0.15340887863922018, "train_acc": 0.6536114858113509, "train_nmi": 0.7115727930035054, "train_ari": 4.795297070083223, "train_fscore": 0.3428742637071083, "train_adjacc": -1, "epoch": 303}
{"train_loss": 5.692331687938109, "train_cls": 3.433515216544759, "train_patch": 2.2588164717626036, "train_lr": 0.0013894102538629406, "train_wd": 0.15406609765615853, "train_acc": 0.6495990707434053, "train_nmi": 0.7104609751109553, "train_ari": 1.2498162869395948, "train_fscore": 0.34283559369457145, "train_adjacc": -1, "epoch": 304}
{"train_loss": 5.62422037875052, "train_cls": 3.377013805875485, "train_patch": 2.247206571445667, "train_lr": 0.0013857457131191914, "train_wd": 0.1547243334554353, "train_acc": 0.6581086693145484, "train_nmi": 0.7128314858605287, "train_ari": -1.3478477793418557, "train_fscore": 0.35128841871179983, "train_adjacc": -1, "epoch": 305}
{"train_loss": 5.622365805551969, "train_cls": 3.3741932436406947, "train_patch": 2.248172561714737, "train_lr": 0.0013820750800540565, "train_wd": 0.15538357588623966, "train_acc": 0.6573210181854516, "train_nmi": 0.7129409952950452, "train_ari": 3.5076025222702523, "train_fscore": 0.3487944323879535, "train_adjacc": -1, "epoch": 306}
{"train_loss": 5.638456257008058, "train_cls": 3.374260666809208, "train_patch": 2.2641955902524513, "train_lr": 0.0013783984127153667, "train_wd": 0.15604381478223853, "train_acc": 0.6588049872601919, "train_nmi": 0.7128605399047594, "train_ari": 3.2211835641572115, "train_fscore": 0.34637583964655944, "train_adjacc": -1, "epoch": 307}
{"train_loss": 5.647595897400312, "train_cls": 3.3749104297990136, "train_patch": 2.2726854675060078, "train_lr": 0.0013747157692463733, "train_wd": 0.15670503996173096, "train_acc": 0.6552328449740208, "train_nmi": 0.7122817801799087, "train_ari": 1.1415519330629589, "train_fscore": 0.346386990759881, "train_adjacc": -1, "epoch": 308}
{"train_loss": 5.670247501606564, "train_cls": 3.3773144447712973, "train_patch": 2.292933056906735, "train_lr": 0.001371027207884837, "train_wd": 0.157367241227807, "train_acc": 0.6566715377697842, "train_nmi": 0.7120015534525405, "train_ari": 0.28113802066440663, "train_fscore": 0.34300836845725285, "train_adjacc": -1, "epoch": 309}
{"train_loss": 5.714532149852895, "train_cls": 3.388211937140313, "train_patch": 2.3263202123790623, "train_lr": 0.0013673327869621068, "train_wd": 0.1580304083685031, "train_acc": 0.6554592263689049, "train_nmi": 0.7121200650652613, "train_ari": 0.9088053809959779, "train_fscore": 0.3426153307897148, "train_adjacc": -1, "epoch": 310}
{"train_loss": 5.725640182491306, "train_cls": 3.388375976424423, "train_patch": 2.337264204625603, "train_lr": 0.001363632564902189, "train_wd": 0.15869453115696272, "train_acc": 0.6572015824840128, "train_nmi": 0.7122094834676334, "train_ari": 2.432353091729153, "train_fscore": 0.34113710819731013, "train_adjacc": -1, "epoch": 311}
{"train_loss": 5.764349038985898, "train_cls": 3.4032659727535086, "train_patch": 2.361083066649288, "train_lr": 0.0013599266002208398, "train_wd": 0.15935959935159025, "train_acc": 0.656720717176259, "train_nmi": 0.7117040453377158, "train_ari": -3.6555731550929007, "train_fscore": 0.3402632507683746, "train_adjacc": -1, "epoch": 312}
{"train_loss": 5.74227081056979, "train_cls": 3.403372666425556, "train_patch": 2.3388981449303867, "train_lr": 0.0013562149515246188, "train_wd": 0.1600256026962116, "train_acc": 0.657787051608713, "train_nmi": 0.712206505820806, "train_ari": 2.0483839945816706, "train_fscore": 0.3426382384892615, "train_adjacc": -1, "epoch": 313}
{"train_loss": 5.924580523841006, "train_cls": 3.5332328689565284, "train_patch": 2.3913476548963883, "train_lr": 0.0013524976775099776, "train_wd": 0.16069253092023084, "train_acc": 0.6393674123201439, "train_nmi": 0.7092166335534754, "train_ari": 5.051776980943027, "train_fscore": 0.35246058450574635, "train_adjacc": -1, "epoch": 314}
{"train_loss": 5.762146562861977, "train_cls": 3.412072631904928, "train_patch": 2.350073929104826, "train_lr": 0.0013487748369623337, "train_wd": 0.1613603737387909, "train_acc": 0.6580875924260592, "train_nmi": 0.7135076947354034, "train_ari": 0.4314044776846306, "train_fscore": 0.3600996034277957, "train_adjacc": -1, "epoch": 315}
{"train_loss": 5.762811255135792, "train_cls": 3.4198794859371406, "train_patch": 2.3429317700026706, "train_lr": 0.0013450464887551248, "train_wd": 0.16202912085292767, "train_acc": 0.657195337480016, "train_nmi": 0.7130485506412907, "train_ari": -97.8508757797696, "train_fscore": 0.35739082426440677, "train_adjacc": -1, "epoch": 316}
{"train_loss": 5.75843832578114, "train_cls": 3.4096028771784477, "train_patch": 2.34883544904937, "train_lr": 0.0013413126918488914, "train_wd": 0.1626987619497346, "train_acc": 0.657097759292566, "train_nmi": 0.7126961393515322, "train_ari": 1.1457264696351188, "train_fscore": 0.3547029586444311, "train_adjacc": -1, "epoch": 317}
{"train_loss": 5.763014230677645, "train_cls": 3.415377341728988, "train_patch": 2.347636888412644, "train_lr": 0.0013375735052903429, "train_wd": 0.1633692867025172, "train_acc": 0.6562109687250199, "train_nmi": 0.7128332474059073, "train_ari": 0.11562923113219271, "train_fscore": 0.35520916955603443, "train_adjacc": -1, "epoch": 318}
{"train_loss": 5.766432772675674, "train_cls": 3.40699440164627, "train_patch": 2.3594383691176235, "train_lr": 0.0013338289882114177, "train_wd": 0.16404068477095474, "train_acc": 0.6573397531974421, "train_nmi": 0.7132597881658286, "train_ari": 0.6967476811251995, "train_fscore": 0.3543511949261506, "train_adjacc": -1, "epoch": 319}
{"train_loss": 5.765186645263295, "train_cls": 3.401884621186413, "train_patch": 2.363302022814274, "train_lr": 0.0013300791998283503, "train_wd": 0.16471294580125767, "train_acc": 0.659175784372502, "train_nmi": 0.7130116313698102, "train_ari": -2.1807805911369433, "train_fscore": 0.3516520841097209, "train_adjacc": -1, "epoch": 320}
{"train_loss": 5.769171377713922, "train_cls": 3.402652087328817, "train_patch": 2.3665192913916187, "train_lr": 0.0013263241994407465, "train_wd": 0.16538605942632956, "train_acc": 0.6570556055155875, "train_nmi": 0.712184547318991, "train_ari": 4.974002030744594, "train_fscore": 0.34958845816107387, "train_adjacc": -1, "epoch": 321}
{"train_loss": 5.7452048127123305, "train_cls": 3.405198388963009, "train_patch": 2.3400064240292395, "train_lr": 0.0013225640464306196, "train_wd": 0.16606001526592643, "train_acc": 0.6596496240507594, "train_nmi": 0.7123210307277841, "train_ari": -2.373802029956983, "train_fscore": 0.3479780154997363, "train_adjacc": -1, "epoch": 322}
{"train_loss": 5.767978717978719, "train_cls": 3.412801834545452, "train_patch": 2.35517688396928, "train_lr": 0.001318798800261477, "train_wd": 0.1667348029268144, "train_acc": 0.6588978816946442, "train_nmi": 0.7125371193933588, "train_ari": 9.585498939625158, "train_fscore": 0.34539054113633855, "train_adjacc": -1, "epoch": 323}
{"train_loss": 5.820872630551755, "train_cls": 3.458580007203382, "train_patch": 2.3622926225026637, "train_lr": 0.0013150285204773689, "train_wd": 0.1674104120029333, "train_acc": 0.6531579423960832, "train_nmi": 0.7119760383718886, "train_ari": -1.3961791858982313, "train_fscore": 0.34678302001792205, "train_adjacc": -1, "epoch": 324}
{"train_loss": 5.749395907401658, "train_cls": 3.4114187520613775, "train_patch": 2.33797715474471, "train_lr": 0.0013112532667019497, "train_wd": 0.16808683207555558, "train_acc": 0.6590485424160671, "train_nmi": 0.7132480910627093, "train_ari": 3.1597387889048454, "train_fscore": 0.3510555426774537, "train_adjacc": -1, "epoch": 325}
{"train_loss": 5.762538932519946, "train_cls": 3.413754103685931, "train_patch": 2.3487848284528505, "train_lr": 0.0013074730986375248, "train_wd": 0.16876405271344724, "train_acc": 0.6580267036370904, "train_nmi": 0.7127571744568896, "train_ari": -1.860144021537474, "train_fscore": 0.3500015865867616, "train_adjacc": -1, "epoch": 326}
{"train_loss": 5.774009299221085, "train_cls": 3.4146770429577855, "train_patch": 2.359332254500412, "train_lr": 0.0013036880760641254, "train_wd": 0.16944206347302768, "train_acc": 0.6578042253697043, "train_nmi": 0.7122767962215649, "train_ari": -2.891728647052467, "train_fscore": 0.3460820364315736, "train_adjacc": -1, "epoch": 327}
{"train_loss": 5.804074853301334, "train_cls": 3.413458673538064, "train_patch": 2.390616180126568, "train_lr": 0.001299898258838542, "train_wd": 0.17012085389853204, "train_acc": 0.6587222409572342, "train_nmi": 0.7119316347676007, "train_ari": 2.209319052660686, "train_fscore": 0.3428118559311858, "train_adjacc": -1, "epoch": 328}
{"train_loss": 5.808024253157212, "train_cls": 3.41417132013088, "train_patch": 2.3938529333360283, "train_lr": 0.0012961037068933941, "train_wd": 0.17080041352217354, "train_acc": 0.6545560426658673, "train_nmi": 0.7117732178251678, "train_ari": 1.7331765808194932, "train_fscore": 0.3430090252691602, "train_adjacc": -1, "epoch": 329}
{"train_loss": 5.794570988936009, "train_cls": 3.413501542249172, "train_patch": 2.3810694464188304, "train_lr": 0.001292304480236181, "train_wd": 0.1714807318643011, "train_acc": 0.6589501836031175, "train_nmi": 0.7122619443178431, "train_ari": 1.6460174353056725, "train_fscore": 0.3439081689122237, "train_adjacc": -1, "epoch": 330}
{"train_loss": 5.828046263074227, "train_cls": 3.4489437113467645, "train_patch": 2.379102552591039, "train_lr": 0.0012885006389483202, "train_wd": 0.17216179843356422, "train_acc": 0.651947192246203, "train_nmi": 0.712634571693376, "train_ari": 2.7542061774887, "train_fscore": 0.3425725541585768, "train_adjacc": -1, "epoch": 331}
{"train_loss": 5.947590887832413, "train_cls": 3.5353009230870422, "train_patch": 2.4122899646083895, "train_lr": 0.0012846922431842124, "train_wd": 0.17284360272707427, "train_acc": 0.6438396158073542, "train_nmi": 0.7070727324602087, "train_ari": 2.1520544823646643, "train_fscore": 0.34509042523946065, "train_adjacc": -1, "epoch": 332}
{"train_loss": 5.789418222116147, "train_cls": 3.4316737425151014, "train_patch": 2.3577444805777805, "train_lr": 0.0012808793531702695, "train_wd": 0.17352613423056512, "train_acc": 0.6574615307753797, "train_nmi": 0.713170571448678, "train_ari": 0.12712837637573352, "train_fscore": 0.35309413668021217, "train_adjacc": -1, "epoch": 333}
{"train_loss": 5.7802261799978885, "train_cls": 3.4318153934536886, "train_patch": 2.348410785662756, "train_lr": 0.001277062029204, "train_wd": 0.17420938241855777, "train_acc": 0.6551149705235811, "train_nmi": 0.7130981536911511, "train_ari": -0.9325363800371186, "train_fscore": 0.34948181748440177, "train_adjacc": -1, "epoch": 334}
{"train_loss": 5.782857765063203, "train_cls": 3.437163401302769, "train_patch": 2.345694363724699, "train_lr": 0.0012732403316530064, "train_wd": 0.17489333675451857, "train_acc": 0.6550775004996003, "train_nmi": 0.7127613400574515, "train_ari": 46.88987876209351, "train_fscore": 0.34882058461523274, "train_adjacc": -1, "epoch": 335}
{"train_loss": 5.803937442654329, "train_cls": 3.45385480522633, "train_patch": 2.350082637159992, "train_lr": 0.0012694143209540719, "train_wd": 0.1755779866910267, "train_acc": 0.6523351631195043, "train_nmi": 0.7121393517488404, "train_ari": 5.144510465757589, "train_fscore": 0.35136247993527664, "train_adjacc": -1, "epoch": 336}
{"train_loss": 5.755546774557359, "train_cls": 3.4350171046648668, "train_patch": 2.3205296715064874, "train_lr": 0.0012655840576121845, "train_wd": 0.1762633216699325, "train_acc": 0.6561976980915267, "train_nmi": 0.7133317578406757, "train_ari": 0.35377243812798853, "train_fscore": 0.35290395969485805, "train_adjacc": -1, "epoch": 337}
{"train_loss": 5.771290425369017, "train_cls": 3.4388529602929556, "train_patch": 2.3324374670593095, "train_lr": 0.0012617496021995807, "train_wd": 0.1769493311225232, "train_acc": 0.6569650529576339, "train_nmi": 0.7129674105585809, "train_ari": -1.8792170254610387, "train_fscore": 0.3509852223449329, "train_adjacc": -1, "epoch": 338}
{"train_loss": 5.77486928878166, "train_cls": 3.450066214723648, "train_patch": 2.3248030764938927, "train_lr": 0.0012579110153547938, "train_wd": 0.17763600446968392, "train_acc": 0.6568198566147082, "train_nmi": 0.712589140599058, "train_ari": -0.625169025422632, "train_fscore": 0.348416317246185, "train_adjacc": -1, "epoch": 339}
{"train_loss": 5.765268492446148, "train_cls": 3.4406315843216615, "train_patch": 2.3246369087617462, "train_lr": 0.0012540683577816909, "train_wd": 0.17832333112206253, "train_acc": 0.6584365320243805, "train_nmi": 0.7130647386514527, "train_ari": 1.6230726357588316, "train_fscore": 0.3515369125216252, "train_adjacc": -1, "epoch": 340}
{"train_loss": 5.775440382681114, "train_cls": 3.455440291243015, "train_patch": 2.320000091914555, "train_lr": 0.0012502216902485113, "train_wd": 0.1790113004802317, "train_acc": 0.6551727368105515, "train_nmi": 0.7126946061556415, "train_ari": -133.8646111356071, "train_fscore": 0.3513143291337692, "train_adjacc": -1, "epoch": 341}
{"train_loss": 5.764688939999619, "train_cls": 3.4460494076962664, "train_patch": 2.3186395320055677, "train_lr": 0.00124637107358692, "train_wd": 0.179699901934853, "train_acc": 0.656779264088729, "train_nmi": 0.7128775574350771, "train_ari": -2.4504258111251738, "train_fscore": 0.35200431919647085, "train_adjacc": -1, "epoch": 342}
{"train_loss": 5.769581907301498, "train_cls": 3.4447336309938597, "train_patch": 2.3248482774868666, "train_lr": 0.0012425165686910176, "train_wd": 0.18038912486683986, "train_acc": 0.6570532636390888, "train_nmi": 0.7130676802816902, "train_ari": -11.654795159872563, "train_fscore": 0.35201529094073425, "train_adjacc": -1, "epoch": 343}
{"train_loss": 5.783403914990566, "train_cls": 3.4661486697235078, "train_patch": 2.3172552442724568, "train_lr": 0.0012386582365164023, "train_wd": 0.18107895864752258, "train_acc": 0.6540697129796164, "train_nmi": 0.7124643964353712, "train_ari": -6.093676334792199, "train_fscore": 0.3504681246957515, "train_adjacc": -1, "epoch": 344}
{"train_loss": 5.745144052113846, "train_cls": 3.4469490864341683, "train_patch": 2.2981949669720647, "train_lr": 0.0012347961380792004, "train_wd": 0.18176939263881023, "train_acc": 0.6559869292066347, "train_nmi": 0.713266492894884, "train_ari": -2.925750107439101, "train_fscore": 0.35119566962080057, "train_adjacc": -1, "epoch": 345}
{"train_loss": 5.771870434689197, "train_cls": 3.456557989191952, "train_patch": 2.315312444967189, "train_lr": 0.0012309303344550922, "train_wd": 0.18246041619335704, "train_acc": 0.6539159297561951, "train_nmi": 0.7133460803547331, "train_ari": 2.0006050510137015, "train_fscore": 0.3507014267587852, "train_adjacc": -1, "epoch": 346}
{"train_loss": 5.771698992005546, "train_cls": 3.465028834619301, "train_patch": 2.306670158869214, "train_lr": 0.0012270608867783533, "train_wd": 0.18315201865472475, "train_acc": 0.6538316222022382, "train_nmi": 0.7132267128182485, "train_ari": 5.729115529105411, "train_fscore": 0.3496726899516164, "train_adjacc": -1, "epoch": 347}
{"train_loss": 5.757644030902026, "train_cls": 3.460170190861757, "train_patch": 2.2974738397484393, "train_lr": 0.0012231878562408893, "train_wd": 0.18384418935754826, "train_acc": 0.6556254996003198, "train_nmi": 0.713094530429921, "train_ari": -2.050905708917542, "train_fscore": 0.34955011615609805, "train_adjacc": -1, "epoch": 348}
{"train_loss": 5.766040938053962, "train_cls": 3.465213169284957, "train_patch": 2.3008277697755184, "train_lr": 0.0012193113040912672, "train_wd": 0.1845369176276984, "train_acc": 0.656043134242606, "train_nmi": 0.7128684713388692, "train_ari": -5.386307197743071, "train_fscore": 0.34814315434622684, "train_adjacc": -1, "epoch": 349}
{"train_loss": 5.76978444214538, "train_cls": 3.479142692937649, "train_patch": 2.290641747772408, "train_lr": 0.0012154312916337361, "train_wd": 0.1852301927824488, "train_acc": 0.6543772794264588, "train_nmi": 0.7127921602809674, "train_ari": -1.1931317476806067, "train_fscore": 0.34767225198652935, "train_adjacc": -1, "epoch": 350}
{"train_loss": 5.754972559084996, "train_cls": 3.466827199494334, "train_patch": 2.2881453567974384, "train_lr": 0.0012115478802272783, "train_wd": 0.18592400413063861, "train_acc": 0.6542125674460432, "train_nmi": 0.7131087804868314, "train_ari": -56.6474156238447, "train_fscore": 0.34936616309494545, "train_adjacc": -1, "epoch": 351}
{"train_loss": 5.778538054342178, "train_cls": 3.4684020548725396, "train_patch": 2.3101359992611896, "train_lr": 0.0012076611312846204, "train_wd": 0.18661834097283905, "train_acc": 0.6529284384992007, "train_nmi": 0.7132088959743297, "train_ari": -2.0461178983484483, "train_fscore": 0.3482863814052364, "train_adjacc": -1, "epoch": 352}
{"train_loss": 5.789273741481592, "train_cls": 3.472787677205438, "train_patch": 2.3164860644905594, "train_lr": 0.0012037711062712708, "train_wd": 0.18731319260151646, "train_acc": 0.6536957933653078, "train_nmi": 0.7129952894691566, "train_ari": -1.3857567686024452, "train_fscore": 0.35016887373800715, "train_adjacc": -1, "epoch": 353}
{"train_loss": 5.799203186345806, "train_cls": 3.4671949554356836, "train_patch": 2.332008229754716, "train_lr": 0.0011998778667045463, "train_wd": 0.18800854830119973, "train_acc": 0.6548097459532374, "train_nmi": 0.7129804021474205, "train_ari": 5.4460274842421175, "train_fscore": 0.34789869955266517, "train_adjacc": -1, "epoch": 354}
{"train_loss": 5.798399459019744, "train_cls": 3.4651340812706737, "train_patch": 2.3332653764566835, "train_lr": 0.0011959814741525996, "train_wd": 0.1887043973486432, "train_acc": 0.6540868867406076, "train_nmi": 0.7126346713965074, "train_ari": -1.6066398037059233, "train_fscore": 0.3442111956122348, "train_adjacc": -1, "epoch": 355}
{"train_loss": 5.782326985772946, "train_cls": 3.4661770549347457, "train_patch": 2.316149930844156, "train_lr": 0.0011920819902334428, "train_wd": 0.18940072901299393, "train_acc": 0.6543530800359713, "train_nmi": 0.7127734819762495, "train_ari": 14.572636945621978, "train_fscore": 0.34452286183016434, "train_adjacc": -1, "epoch": 356}
{"train_loss": 5.7640097055742014, "train_cls": 3.469514524467367, "train_patch": 2.2944951798978277, "train_lr": 0.0011881794766139776, "train_wd": 0.19009753255595704, "train_acc": 0.6532016574240608, "train_nmi": 0.7131690367985106, "train_ari": 2.5652344325845533, "train_fscore": 0.34679207998629547, "train_adjacc": -1, "epoch": 357}
{"train_loss": 5.759547967776406, "train_cls": 3.476083213214775, "train_patch": 2.2834647542698017, "train_lr": 0.0011842739950090172, "train_wd": 0.19079479723195872, "train_acc": 0.654347615657474, "train_nmi": 0.7131608452178599, "train_ari": 4.9501244787537475, "train_fscore": 0.34946479789291923, "train_adjacc": -1, "epoch": 358}
{"train_loss": 5.755110020236336, "train_cls": 3.4802968932403555, "train_patch": 2.2748131277642663, "train_lr": 0.0011803656071803156, "train_wd": 0.19149251228831562, "train_acc": 0.654787107813749, "train_nmi": 0.7130866772468337, "train_ari": -0.15463262699726366, "train_fscore": 0.3509075745018118, "train_adjacc": -1, "epoch": 359}
{"train_loss": 5.764313176452971, "train_cls": 3.4816347809313393, "train_patch": 2.2826783957181696, "train_lr": 0.0011764543749355717, "train_wd": 0.19219066696539872, "train_acc": 0.6558698353816946, "train_nmi": 0.713092245021751, "train_ari": -0.5232464478164469, "train_fscore": 0.35196923282914566, "train_adjacc": -1, "epoch": 360}
{"train_loss": 5.7459097575607725, "train_cls": 3.482866461316554, "train_patch": 2.26304329816791, "train_lr": 0.0011725403601274855, "train_wd": 0.1928892504967988, "train_acc": 0.6522625649480416, "train_nmi": 0.7126524562912067, "train_ari": 1.1893885312109393, "train_fscore": 0.35222000919167884, "train_adjacc": -1, "epoch": 361}
{"train_loss": 5.7286884833535225, "train_cls": 3.4798107023457354, "train_patch": 2.2488777804300843, "train_lr": 0.001168623624652743, "train_wd": 0.1935882521094938, "train_acc": 0.655720735911271, "train_nmi": 0.713156079245296, "train_ari": -0.8813985930254722, "train_fscore": 0.35051147824056844, "train_adjacc": -1, "epoch": 362}
{"train_loss": 5.738356647945994, "train_cls": 3.4899306642494614, "train_patch": 2.2484259848102486, "train_lr": 0.0011647042304510698, "train_wd": 0.19428766102401454, "train_acc": 0.6565154126698641, "train_nmi": 0.7131758227694369, "train_ari": 3.3008085691288773, "train_fscore": 0.3496144550081084, "train_adjacc": -1, "epoch": 363}
{"train_loss": 5.713103765087257, "train_cls": 3.480429314845186, "train_patch": 2.232674450986534, "train_lr": 0.001160782239504227, "train_wd": 0.19498746645460935, "train_acc": 0.6575520833333334, "train_nmi": 0.7128166405962294, "train_ari": -1.567827200226794, "train_fscore": 0.3483545118457937, "train_adjacc": -1, "epoch": 364}
{"train_loss": 5.718206614660892, "train_cls": 3.488502383506079, "train_patch": 2.2297042313394404, "train_lr": 0.0011568577138350428, "train_wd": 0.195687657609414, "train_acc": 0.6557433740507594, "train_nmi": 0.7133779692181831, "train_ari": 2.4194103673890495, "train_fscore": 0.35060752787540667, "train_adjacc": -1, "epoch": 365}
{"train_loss": 5.702404552274089, "train_cls": 3.486631487091954, "train_patch": 2.2157730652178698, "train_lr": 0.0011529307155064383, "train_wd": 0.19638822369061373, "train_acc": 0.6573178956834532, "train_nmi": 0.7131729151503209, "train_ari": -1.8580966628539664, "train_fscore": 0.34985620866719513, "train_adjacc": -1, "epoch": 366}
{"train_loss": 5.700645989127201, "train_cls": 3.4894491798347897, "train_patch": 2.2111968097688672, "train_lr": 0.0011490013066204254, "train_wd": 0.19708915389461318, "train_acc": 0.6572281237509991, "train_nmi": 0.7132214950623725, "train_ari": 8.652081726214826, "train_fscore": 0.34848616031343843, "train_adjacc": -1, "epoch": 367}
{"train_loss": 5.680831148970327, "train_cls": 3.4925957705429513, "train_patch": 2.1882353779270973, "train_lr": 0.0011450695493171418, "train_wd": 0.1977904374122017, "train_acc": 0.6567816059652278, "train_nmi": 0.7126653271731038, "train_ari": 3.051051134598516, "train_fscore": 0.3444766968476669, "train_adjacc": -1, "epoch": 368}
{"train_loss": 5.682721449840936, "train_cls": 3.495085972283098, "train_patch": 2.187635477933047, "train_lr": 0.001141135505773862, "train_wd": 0.19849206342872044, "train_acc": 0.65511731240008, "train_nmi": 0.7126670642369519, "train_ari": 5.156801432200255, "train_fscore": 0.3401334137361856, "train_adjacc": -1, "epoch": 369}
{"train_loss": 5.695178867267857, "train_cls": 3.500513588222001, "train_patch": 2.1946652776283995, "train_lr": 0.0011371992382040248, "train_wd": 0.19919402112422704, "train_acc": 0.6553624288069544, "train_nmi": 0.7128114523897964, "train_ari": -5.26607213744572, "train_fscore": 0.3383761593805386, "train_adjacc": -1, "epoch": 370}
{"train_loss": 5.684887160547822, "train_cls": 3.4972244313866687, "train_patch": 2.1876627270349687, "train_lr": 0.001133260808856224, "train_wd": 0.19989629967366646, "train_acc": 0.6546996777577938, "train_nmi": 0.7128334353996062, "train_ari": -1.6467373076987897, "train_fscore": 0.3386591821977944, "train_adjacc": -1, "epoch": 371}
{"train_loss": 5.732164007916058, "train_cls": 3.5291506314068006, "train_patch": 2.203013378045828, "train_lr": 0.0011293202800132503, "train_wd": 0.2005988882470346, "train_acc": 0.65535150004996, "train_nmi": 0.7131228254989082, "train_ari": -1.8586507066678415, "train_fscore": 0.3413572440814558, "train_adjacc": -1, "epoch": 372}
{"train_loss": 5.704528724808964, "train_cls": 3.5046056761063165, "train_patch": 2.1999230472018105, "train_lr": 0.0011253777139911014, "train_wd": 0.2013017760095457, "train_acc": 0.6587643947342127, "train_nmi": 0.7140999341852959, "train_ari": -4.471728393114245, "train_fscore": 0.3493065450162056, "train_adjacc": -1, "epoch": 373}
{"train_loss": 5.69877126260246, "train_cls": 3.5147243191679416, "train_patch": 2.1840469444529425, "train_lr": 0.0011214331731379764, "train_wd": 0.20200495212180153, "train_acc": 0.6582835294264588, "train_nmi": 0.7139528298523787, "train_ari": -0.30664059578239544, "train_fscore": 0.34909282619184645, "train_adjacc": -1, "epoch": 374}
{"train_loss": 5.709555629488947, "train_cls": 3.5195040579536836, "train_patch": 2.190051570594263, "train_lr": 0.0011174867198333075, "train_wd": 0.20270840573995724, "train_acc": 0.6563132306654677, "train_nmi": 0.7138701693157478, "train_ari": 1.014649293375774, "train_fscore": 0.3476452708914154, "train_adjacc": -1, "epoch": 375}
{"train_loss": 5.700592888940534, "train_cls": 3.522843269326037, "train_patch": 2.1777496190070154, "train_lr": 0.0011135384164867857, "train_wd": 0.20341212601588665, "train_acc": 0.6542195930755396, "train_nmi": 0.7132566540047595, "train_ari": 2.4954271256781047, "train_fscore": 0.34317311924535676, "train_adjacc": -1, "epoch": 376}
{"train_loss": 5.6883909210598445, "train_cls": 3.5218642582353072, "train_patch": 2.166526663199746, "train_lr": 0.0011095883255373424, "train_wd": 0.20411610209735312, "train_acc": 0.6539128072541966, "train_nmi": 0.7130789853558038, "train_ari": 75.49330005891261, "train_fscore": 0.3435525291288708, "train_adjacc": -1, "epoch": 377}
{"train_loss": 5.72176811487364, "train_cls": 3.5415328858043553, "train_patch": 2.180235228473715, "train_lr": 0.0011056365094521841, "train_wd": 0.2048203231281743, "train_acc": 0.6522266561750599, "train_nmi": 0.713495406552817, "train_ari": 5.060835262654766, "train_fscore": 0.3454521831419544, "train_adjacc": -1, "epoch": 378}
{"train_loss": 5.692945994871507, "train_cls": 3.5220367571266054, "train_patch": 2.1709092378104144, "train_lr": 0.0011016830307258021, "train_wd": 0.20552477824839138, "train_acc": 0.6552710956235012, "train_nmi": 0.7139895710206925, "train_ari": -29.356581004642585, "train_fscore": 0.350339498166798, "train_adjacc": -1, "epoch": 379}
{"train_loss": 5.716473059450313, "train_cls": 3.5330031348718443, "train_patch": 2.1834699244950886, "train_lr": 0.0010977279518789758, "train_wd": 0.2062294565944348, "train_acc": 0.653872995353717, "train_nmi": 0.7132870568449274, "train_ari": -4.207111266706793, "train_fscore": 0.35101212987981717, "train_adjacc": -1, "epoch": 380}
{"train_loss": 5.726864516449203, "train_cls": 3.534276020219572, "train_patch": 2.1925884980758985, "train_lr": 0.0010937713354577897, "train_wd": 0.20693434729929222, "train_acc": 0.654646595223821, "train_nmi": 0.7137829292085798, "train_ari": -0.31809206975940596, "train_fscore": 0.3525069857635621, "train_adjacc": -1, "epoch": 381}
{"train_loss": 5.724682189006028, "train_cls": 3.525655695133739, "train_patch": 2.199026493449434, "train_lr": 0.0010898132440326472, "train_wd": 0.207639439492677, "train_acc": 0.6553632094324541, "train_nmi": 0.7134037445239548, "train_ari": -49.49869666286104, "train_fscore": 0.3512401843476673, "train_adjacc": -1, "epoch": 382}
{"train_loss": 5.736529689112442, "train_cls": 3.526148472234404, "train_patch": 2.2103812161812204, "train_lr": 0.001085853740197276, "train_wd": 0.2083447223011961, "train_acc": 0.6575755020983214, "train_nmi": 0.7136656228338666, "train_ari": 1.0763690458337343, "train_fscore": 0.3484409728638545, "train_adjacc": -1, "epoch": 383}
{"train_loss": 5.751112110204072, "train_cls": 3.523777571168068, "train_patch": 2.227334540381992, "train_lr": 0.001081892886567736, "train_wd": 0.20905018484851504, "train_acc": 0.6550798423760992, "train_nmi": 0.7136416522686027, "train_ari": -1.107447262891567, "train_fscore": 0.34698664391310147, "train_adjacc": -1, "epoch": 384}
{"train_loss": 5.7603184442154225, "train_cls": 3.5296805044777577, "train_patch": 2.230637942584489, "train_lr": 0.0010779307457814346, "train_wd": 0.20975581625552947, "train_acc": 0.6554459557354116, "train_nmi": 0.7139602841646915, "train_ari": 0.4917346484828998, "train_fscore": 0.35082980398801367, "train_adjacc": -1, "epoch": 385}
{"train_loss": 5.7701092358592225, "train_cls": 3.5466182668694106, "train_patch": 2.223490969674717, "train_lr": 0.0010739673804961419, "train_wd": 0.2104616056405299, "train_acc": 0.652744210881295, "train_nmi": 0.7136063102678574, "train_ari": -0.8609900655584922, "train_fscore": 0.35414575613653515, "train_adjacc": -1, "epoch": 386}
{"train_loss": 5.736159779756761, "train_cls": 3.520003202340776, "train_patch": 2.216156578005599, "train_lr": 0.0010700028533889828, "train_wd": 0.21116754211937036, "train_acc": 0.6564287632394085, "train_nmi": 0.7140969625758904, "train_ari": -0.17312657152973449, "train_fscore": 0.3525622180557709, "train_adjacc": -1, "epoch": 387}
{"train_loss": 5.742561158063791, "train_cls": 3.5203230297989507, "train_patch": 2.2222381270498777, "train_lr": 0.0010660372271554602, "train_wd": 0.21187361480563854, "train_acc": 0.6551883493205436, "train_nmi": 0.7143167736959196, "train_ari": -0.2852071101162562, "train_fscore": 0.3505598040736795, "train_adjacc": -1, "epoch": 388}
{"train_loss": 5.730403338619273, "train_cls": 3.523471716341736, "train_patch": 2.206931621926151, "train_lr": 0.001062070564508457, "train_wd": 0.21257981281081834, "train_acc": 0.6543796213029577, "train_nmi": 0.7137347365995457, "train_ari": 0.44542043774930695, "train_fscore": 0.35091028162529647, "train_adjacc": -1, "epoch": 389}
{"train_loss": 5.71021055801214, "train_cls": 3.519198337011486, "train_patch": 2.1910122208219827, "train_lr": 0.001058102928177247, "train_wd": 0.21328612524446447, "train_acc": 0.6579556667166268, "train_nmi": 0.7139333233686286, "train_ari": 2.4330174931205653, "train_fscore": 0.34860011320434636, "train_adjacc": -1, "epoch": 390}
{"train_loss": 5.696611044384974, "train_cls": 3.522015093923282, "train_patch": 2.174595951158509, "train_lr": 0.001054134380906505, "train_wd": 0.213992541214365, "train_acc": 0.6573374113209433, "train_nmi": 0.7137295555180314, "train_ari": 0.4262022539607118, "train_fscore": 0.34432610072528663, "train_adjacc": -1, "epoch": 391}
{"train_loss": 5.685389488530483, "train_cls": 3.5198902933122063, "train_patch": 2.165499195813847, "train_lr": 0.0010501649854552984, "train_wd": 0.21469904982671106, "train_acc": 0.6573311663169464, "train_nmi": 0.7138124076469826, "train_ari": -8.1948167123698, "train_fscore": 0.34769673997842265, "train_adjacc": -1, "epoch": 392}
{"train_loss": 5.672040130284955, "train_cls": 3.5237894825798146, "train_patch": 2.1482506461387914, "train_lr": 0.0010461948045961253, "train_wd": 0.2154056401862659, "train_acc": 0.658328025079936, "train_nmi": 0.7138731623288965, "train_ari": 2.421534396192804, "train_fscore": 0.34555992488307685, "train_adjacc": -1, "epoch": 393}
{"train_loss": 5.681013412731919, "train_cls": 3.5310467333078, "train_patch": 2.14996667832827, "train_lr": 0.0010422239011138954, "train_wd": 0.21611230139653365, "train_acc": 0.655748057803757, "train_nmi": 0.7136736040502891, "train_ari": 1.0119284867545602, "train_fscore": 0.34330039846514165, "train_adjacc": -1, "epoch": 394}
{"train_loss": 5.683429962701553, "train_cls": 3.532033079176498, "train_patch": 2.1513968826912575, "train_lr": 0.001038252337804947, "train_wd": 0.21681902255992255, "train_acc": 0.6565567858213429, "train_nmi": 0.7137343358204071, "train_ari": 31.271794679887126, "train_fscore": 0.3448740790490775, "train_adjacc": -1, "epoch": 395}
{"train_loss": 5.685678594046645, "train_cls": 3.531670820346172, "train_patch": 2.1540077747427206, "train_lr": 0.0010342801774760504, "train_wd": 0.21752579277791878, "train_acc": 0.6568690360211831, "train_nmi": 0.713884794530604, "train_ari": 13.07127407547053, "train_fscore": 0.3468260957851436, "train_adjacc": -1, "epoch": 396}
{"train_loss": 5.69302155669454, "train_cls": 3.5359990105902455, "train_patch": 2.15702254636039, "train_lr": 0.0010303074829434253, "train_wd": 0.2182326011512511, "train_acc": 0.6573475594524381, "train_nmi": 0.713928538634936, "train_ari": 29.6534468442259, "train_fscore": 0.347351708865579, "train_adjacc": -1, "epoch": 397}
{"train_loss": 5.692723133080869, "train_cls": 3.536400701800029, "train_patch": 2.1563224326149166, "train_lr": 0.0010263343170317295, "train_wd": 0.21893943678005978, "train_acc": 0.6591695393685052, "train_nmi": 0.7142159733447799, "train_ari": 2.3658935476965834, "train_fscore": 0.3442726376219794, "train_adjacc": -1, "epoch": 398}
{"train_loss": 5.713178479628597, "train_cls": 3.541855413326733, "train_patch": 2.17132306634951, "train_lr": 0.0010223607425730817, "train_wd": 0.21964628876406578, "train_acc": 0.6596316696642686, "train_nmi": 0.714137408998458, "train_ari": 2.746107736585059, "train_fscore": 0.3423439193446761, "train_adjacc": -1, "epoch": 399}
{"train_loss": 5.72005418693419, "train_cls": 3.5464114928655297, "train_patch": 2.1736426959268385, "train_lr": 0.001018386822406057, "train_wd": 0.22035314620273685, "train_acc": 0.6570376511290967, "train_nmi": 0.7137968153140052, "train_ari": 10.541966620734266, "train_fscore": 0.34413441347502943, "train_adjacc": -1, "epoch": 400}
{"train_loss": 5.698646396160316, "train_cls": 3.544599559131286, "train_patch": 2.1540468377198914, "train_lr": 0.001014412619374703, "train_wd": 0.2210599981954557, "train_acc": 0.6556676533772982, "train_nmi": 0.7141266507742833, "train_ari": -0.988248919727544, "train_fscore": 0.3463313132405936, "train_adjacc": -1, "epoch": 401}
{"train_loss": 5.699449376593963, "train_cls": 3.547455992904022, "train_patch": 2.1519933832968645, "train_lr": 0.0010104381963275373, "train_wd": 0.22176683384169155, "train_acc": 0.657705085931255, "train_nmi": 0.7140956278623868, "train_ari": 0.9234172255475153, "train_fscore": 0.35007925680943247, "train_adjacc": -1, "epoch": 402}
{"train_loss": 5.708721503770228, "train_cls": 3.556192861115046, "train_patch": 2.1525286441917517, "train_lr": 0.0010064636161165553, "train_wd": 0.22247364224116398, "train_acc": 0.6592327700339728, "train_nmi": 0.7140374179500181, "train_ari": -0.7392915348085644, "train_fscore": 0.3506747846993352, "train_adjacc": -1, "epoch": 403}
{"train_loss": 5.699600346440034, "train_cls": 3.5467136895461238, "train_patch": 2.1528866575430814, "train_lr": 0.0010024889415962415, "train_wd": 0.22318041249401288, "train_acc": 0.6596753846922462, "train_nmi": 0.7146267538035247, "train_ari": 1.5214387023850109, "train_fscore": 0.3502658753530049, "train_adjacc": -1, "epoch": 404}
{"train_loss": 5.7043711876602385, "train_cls": 3.5473247647976325, "train_patch": 2.15704642370236, "train_lr": 0.0009985142356225714, "train_wd": 0.22388713370096672, "train_acc": 0.6569447566946442, "train_nmi": 0.7140451756891718, "train_ari": -1.739552609662886, "train_fscore": 0.3479943344521534, "train_adjacc": -1, "epoch": 405}
{"train_loss": 5.689482853757582, "train_cls": 3.546103667738817, "train_patch": 2.143379185220702, "train_lr": 0.000994539561052012, "train_wd": 0.22459379496351028, "train_acc": 0.6603560901278976, "train_nmi": 0.7143703490566081, "train_ari": 0.936588620028296, "train_fscore": 0.3484054476180863, "train_adjacc": -1, "epoch": 406}
{"train_loss": 5.693225840179564, "train_cls": 3.5473718668202414, "train_patch": 2.1458539730615374, "train_lr": 0.0009905649807405421, "train_wd": 0.22530038538405267, "train_acc": 0.6566957371602717, "train_nmi": 0.7144663407062248, "train_ari": 3.385948982298065, "train_fscore": 0.34786815205703026, "train_adjacc": -1, "epoch": 407}
{"train_loss": 5.688161821817037, "train_cls": 3.5444046358505696, "train_patch": 2.143757186311898, "train_lr": 0.000986590557542642, "train_wd": 0.22600689406609528, "train_acc": 0.6566020621003198, "train_nmi": 0.714291300655228, "train_ari": 0.8636962912719596, "train_fscore": 0.34515854659841516, "train_adjacc": -1, "epoch": 408}
{"train_loss": 5.680140145748354, "train_cls": 3.5469017911324205, "train_patch": 2.133238354919673, "train_lr": 0.00098261635431032, "train_wd": 0.22671331011440174, "train_acc": 0.6583327088329336, "train_nmi": 0.714608276759507, "train_ari": 2.5873304554923684, "train_fscore": 0.34360695741747965, "train_adjacc": -1, "epoch": 409}
{"train_loss": 5.671339685968358, "train_cls": 3.5442571531740024, "train_patch": 2.1270825324131906, "train_lr": 0.0009786424338920872, "train_wd": 0.22741962263516044, "train_acc": 0.6599657773780975, "train_nmi": 0.7148729206314898, "train_ari": -5.5768895010644215, "train_fscore": 0.343045852958252, "train_adjacc": -1, "epoch": 410}
{"train_loss": 5.678099547454017, "train_cls": 3.5529351711130257, "train_patch": 2.125164377895429, "train_lr": 0.0009746688591319979, "train_wd": 0.22812582073615928, "train_acc": 0.6596925584532374, "train_nmi": 0.7147856711701853, "train_ari": 1.898156525010183, "train_fscore": 0.34312693150933965, "train_adjacc": -1, "epoch": 411}
{"train_loss": 5.6684419616377895, "train_cls": 3.5563010960864982, "train_patch": 2.1121408654083544, "train_lr": 0.00097069569286863, "train_wd": 0.22883189352695077, "train_acc": 0.6613271882494005, "train_nmi": 0.71452730853277, "train_ari": -62.10969930984567, "train_fscore": 0.343086806890789, "train_adjacc": -1, "epoch": 412}
{"train_loss": 5.660035814884469, "train_cls": 3.5591563575511738, "train_patch": 2.100879456028997, "train_lr": 0.0009667229979341102, "train_wd": 0.22953783011901835, "train_acc": 0.6579720598521183, "train_nmi": 0.7146937968218774, "train_ari": -4.33207105863995, "train_fscore": 0.3444882799646825, "train_adjacc": -1, "epoch": 413}
{"train_loss": 5.67497517781959, "train_cls": 3.5613387661467164, "train_patch": 2.1136364135548744, "train_lr": 0.0009627508371531096, "train_wd": 0.230243619625947, "train_acc": 0.6588838304356515, "train_nmi": 0.7149068886192066, "train_ari": 14.792726429692026, "train_fscore": 0.3463362105947363, "train_adjacc": -1, "epoch": 414}
{"train_loss": 5.693147966830279, "train_cls": 3.5730232343041926, "train_patch": 2.120124732752403, "train_lr": 0.0009587792733418393, "train_wd": 0.23094925116358883, "train_acc": 0.6560080060951239, "train_nmi": 0.7147002034772773, "train_ari": -1.924081371256737, "train_fscore": 0.34886361656119436, "train_adjacc": -1, "epoch": 415}
{"train_loss": 5.707407328722288, "train_cls": 3.582845620876498, "train_patch": 2.124561708620031, "train_lr": 0.0009548083693070906, "train_wd": 0.2316547138502325, "train_acc": 0.6571609899580336, "train_nmi": 0.7151370154520754, "train_ari": 2.1493556607029496, "train_fscore": 0.3510427287348955, "train_adjacc": -1, "epoch": 416}
{"train_loss": 5.664475538342786, "train_cls": 3.566830776578231, "train_patch": 2.0976447608652444, "train_lr": 0.0009508381878452075, "train_wd": 0.23235999680677133, "train_acc": 0.6621413806454837, "train_nmi": 0.7159822354632657, "train_ari": 7.657971402211405, "train_fscore": 0.3517245683598329, "train_adjacc": -1, "epoch": 417}
{"train_loss": 5.671650906856493, "train_cls": 3.5780646425428437, "train_patch": 2.093586262824724, "train_lr": 0.000946868791741109, "train_wd": 0.23306508915686958, "train_acc": 0.6600454011790567, "train_nmi": 0.7154992597177482, "train_ari": 3.2521392576308985, "train_fscore": 0.349829863290834, "train_adjacc": -1, "epoch": 418}
{"train_loss": 5.681725827814769, "train_cls": 3.5846877592287476, "train_patch": 2.0970380685502867, "train_lr": 0.0009429002437672933, "train_wd": 0.23376998002713054, "train_acc": 0.6590337105315748, "train_nmi": 0.7154677761493388, "train_ari": 26.760472638689514, "train_fscore": 0.3447756776128721, "train_adjacc": -1, "epoch": 419}
{"train_loss": 5.674500362573863, "train_cls": 3.5860876732831186, "train_patch": 2.0884126903806375, "train_lr": 0.0009389326066828573, "train_wd": 0.23447465854726546, "train_acc": 0.6573022831734612, "train_nmi": 0.7152446237667365, "train_ari": 1.8602860741840477, "train_fscore": 0.3425319599576512, "train_adjacc": -1, "epoch": 420}
{"train_loss": 5.753331019938421, "train_cls": 3.649798381040327, "train_patch": 2.1035326383323025, "train_lr": 0.0009349659432324737, "train_wd": 0.2351791138502592, "train_acc": 0.6517145658473221, "train_nmi": 0.7141957078780703, "train_ari": -1.854503423074947, "train_fscore": 0.3426501269374122, "train_adjacc": -1, "epoch": 421}
{"train_loss": 5.6664284961782005, "train_cls": 3.5862674556976315, "train_patch": 2.0801610408140885, "train_lr": 0.0009310003161454375, "train_wd": 0.23588333507253986, "train_acc": 0.6618556717126299, "train_nmi": 0.7164345534450505, "train_ari": -3.5895459431438814, "train_fscore": 0.3486419244417271, "train_adjacc": -1, "epoch": 422}
{"train_loss": 5.662279921017295, "train_cls": 3.5868285938942557, "train_patch": 2.075451328802547, "train_lr": 0.0009270357881346422, "train_wd": 0.23658731135414535, "train_acc": 0.6609118954836131, "train_nmi": 0.7164277320509101, "train_ari": 0.09545950679462684, "train_fscore": 0.34918287327288555, "train_adjacc": -1, "epoch": 423}
{"train_loss": 5.668911469306686, "train_cls": 3.5912301204592394, "train_patch": 2.0776813500088087, "train_lr": 0.0009230724218955997, "train_wd": 0.2372910318388902, "train_acc": 0.6631757094324541, "train_nmi": 0.7162573439002994, "train_ari": -2.594803746481802, "train_fscore": 0.3491613576215086, "train_adjacc": -1, "epoch": 424}
{"train_loss": 5.665757932942167, "train_cls": 3.590016554418704, "train_patch": 2.0757413772012976, "train_lr": 0.0009191102801054585, "train_wd": 0.2379944856745344, "train_acc": 0.6604997252198241, "train_nmi": 0.7163598758693739, "train_ari": -0.9096245188683016, "train_fscore": 0.3505684103411542, "train_adjacc": -1, "epoch": 425}
{"train_loss": 5.653923543046513, "train_cls": 3.59380164539976, "train_patch": 2.0601218981708556, "train_lr": 0.0009151494254219984, "train_wd": 0.23869766201294834, "train_acc": 0.6561930143385292, "train_nmi": 0.7158939578139457, "train_ari": -2.27572579471019, "train_fscore": 0.3512919639248937, "train_adjacc": -1, "epoch": 426}
{"train_loss": 5.666390110191395, "train_cls": 3.5972067709092044, "train_patch": 2.0691833408723634, "train_lr": 0.0009111899204826438, "train_wd": 0.23940055001028485, "train_acc": 0.6569135316746603, "train_nmi": 0.7156457761272972, "train_ari": -0.510619990418405, "train_fscore": 0.34889422095059797, "train_adjacc": -1, "epoch": 427}
{"train_loss": 5.6771157691947565, "train_cls": 3.6020171933894534, "train_patch": 2.0750985759958853, "train_lr": 0.0009072318279034753, "train_wd": 0.2401031388271407, "train_acc": 0.6560774817645884, "train_nmi": 0.7154512104508679, "train_ari": -14.084291615770292, "train_fscore": 0.3485242160225467, "train_adjacc": -1, "epoch": 428}
{"train_loss": 5.668510658277882, "train_cls": 3.6044508121210894, "train_patch": 2.0640598459781216, "train_lr": 0.0009032752102782389, "train_wd": 0.2408054176287265, "train_acc": 0.656429543864908, "train_nmi": 0.7152123197077059, "train_ari": -8.78154587470572, "train_fscore": 0.34663562466784065, "train_adjacc": -1, "epoch": 429}
{"train_loss": 5.677893331582598, "train_cls": 3.6086821020554773, "train_patch": 2.0692112292531584, "train_lr": 0.0008993201301773534, "train_wd": 0.24150737558503463, "train_acc": 0.662427870203837, "train_nmi": 0.7159389232707818, "train_ari": -2.208939164300666, "train_fscore": 0.3467653579168124, "train_adjacc": -1, "epoch": 430}
{"train_loss": 5.66772861105742, "train_cls": 3.606614338610765, "train_patch": 2.061114272059535, "train_lr": 0.0008953666501469267, "train_wd": 0.24220900187100583, "train_acc": 0.6636885803856915, "train_nmi": 0.7158052419639591, "train_ari": 1.9635805594270954, "train_fscore": 0.34309960034455766, "train_adjacc": -1, "epoch": 431}
{"train_loss": 5.667294438699071, "train_cls": 3.6044717519093665, "train_patch": 2.06282268815356, "train_lr": 0.0008914148327077572, "train_wd": 0.24291028566669462, "train_acc": 0.6633201251498801, "train_nmi": 0.7162559003485749, "train_ari": -134.313675456194, "train_fscore": 0.34021784569068314, "train_adjacc": -1, "epoch": 432}
{"train_loss": 5.657694943588701, "train_cls": 3.6012098436161195, "train_patch": 2.056485101098208, "train_lr": 0.0008874647403543598, "train_wd": 0.2436112161574368, "train_acc": 0.666941446842526, "train_nmi": 0.7169846985604228, "train_ari": -5.928118948580178, "train_fscore": 0.3398535062021667, "train_adjacc": -1, "epoch": 433}
{"train_loss": 5.656559734154853, "train_cls": 3.602224751080064, "train_patch": 2.0543349826162, "train_lr": 0.000883516435553958, "train_wd": 0.2443117825340173, "train_acc": 0.6646307953637091, "train_nmi": 0.7170382843409346, "train_ari": 5.398453236056237, "train_fscore": 0.3394038326958444, "train_adjacc": -1, "epoch": 434}
{"train_loss": 5.647632128495774, "train_cls": 3.601290963393607, "train_patch": 2.0463411631963426, "train_lr": 0.0008795699807455132, "train_wd": 0.2450119739928358, "train_acc": 0.6624099158173461, "train_nmi": 0.7166114786283722, "train_ari": -1.8601998379202107, "train_fscore": 0.33726128021431767, "train_adjacc": -1, "epoch": 435}
{"train_loss": 5.631236010461117, "train_cls": 3.6003213452754452, "train_patch": 2.0309146638218163, "train_lr": 0.0008756254383387317, "train_wd": 0.24571177973607403, "train_acc": 0.6613537295163869, "train_nmi": 0.7158030622331457, "train_ari": -52.570179110118524, "train_fscore": 0.33276277747890454, "train_adjacc": -1, "epoch": 436}
{"train_loss": 5.643161641155406, "train_cls": 3.604559452234984, "train_patch": 2.03860218971253, "train_lr": 0.0008716828707130731, "train_wd": 0.24641118897186198, "train_acc": 0.6617151591227018, "train_nmi": 0.716171781811409, "train_ari": 1.4852092499454597, "train_fscore": 0.3328170983681262, "train_adjacc": -1, "epoch": 437}
{"train_loss": 5.648205324757299, "train_cls": 3.609159885538663, "train_patch": 2.0390454384384396, "train_lr": 0.0008677423402167715, "train_wd": 0.247110190914444, "train_acc": 0.6588908560651479, "train_nmi": 0.7156542473529134, "train_ari": 1.4580922852762368, "train_fscore": 0.332430963500384, "train_adjacc": -1, "epoch": 438}
{"train_loss": 5.650959028685979, "train_cls": 3.6111235072096286, "train_patch": 2.0398355234000416, "train_lr": 0.0008638039091658385, "train_wd": 0.24780877478434532, "train_acc": 0.6602163581634692, "train_nmi": 0.716164446700692, "train_ari": 5.693500967195092, "train_fscore": 0.3339804992279435, "train_adjacc": -1, "epoch": 439}
{"train_loss": 5.666658545903069, "train_cls": 3.612832937833312, "train_patch": 2.0538256085164353, "train_lr": 0.0008598676398430976, "train_wd": 0.2485069298085381, "train_acc": 0.6626128784472423, "train_nmi": 0.7163565370845487, "train_ari": 1.471101973933822, "train_fscore": 0.3377645585662103, "train_adjacc": -1, "epoch": 440}
{"train_loss": 5.675410454626754, "train_cls": 3.610867566913724, "train_patch": 2.0645428872365748, "train_lr": 0.0008559335944971722, "train_wd": 0.24920464522060845, "train_acc": 0.6623427820243805, "train_nmi": 0.7165615921839211, "train_ari": 1.985923986788643, "train_fscore": 0.33880361346855775, "train_adjacc": -1, "epoch": 441}
{"train_loss": 5.651806178138696, "train_cls": 3.6102493462040366, "train_patch": 2.04155683189297, "train_lr": 0.0008520018353415203, "train_wd": 0.24990191026092137, "train_acc": 0.6592421375399681, "train_nmi": 0.7165791746016443, "train_ari": -5.072930638395229, "train_fscore": 0.3379063991438397, "train_adjacc": -1, "epoch": 442}
{"train_loss": 5.6675747900033935, "train_cls": 3.6096830803761, "train_patch": 2.0578917105563823, "train_lr": 0.0008480724245534544, "train_wd": 0.25059871417678775, "train_acc": 0.6593764051258992, "train_nmi": 0.71676050553885, "train_ari": -2.278197851393061, "train_fscore": 0.3395731628513017, "train_adjacc": -1, "epoch": 443}
{"train_loss": 5.663609828832719, "train_cls": 3.608414859961358, "train_patch": 2.0551949707176282, "train_lr": 0.0008441454242731369, "train_wd": 0.2512950462226296, "train_acc": 0.6624793914868106, "train_nmi": 0.7172609403033197, "train_ari": -3.159871042822309, "train_fscore": 0.3394713293733881, "train_adjacc": -1, "epoch": 444}
{"train_loss": 5.669398268111509, "train_cls": 3.611771463109054, "train_patch": 2.0576268047165813, "train_lr": 0.0008402208966026185, "train_wd": 0.25199089566014443, "train_acc": 0.6646495303756994, "train_nmi": 0.7175582156237529, "train_ari": 0.3424225158223202, "train_fscore": 0.34087062274374647, "train_adjacc": -1, "epoch": 445}
{"train_loss": 5.655249787677678, "train_cls": 3.609756367240878, "train_patch": 2.045493420609515, "train_lr": 0.0008362989036048436, "train_wd": 0.25268625175847387, "train_acc": 0.6634286320943246, "train_nmi": 0.7174784735830382, "train_ari": 0.15312336405753024, "train_fscore": 0.3411346522900237, "train_adjacc": -1, "epoch": 446}
{"train_loss": 5.650684823449567, "train_cls": 3.6105611525255616, "train_patch": 2.040123670268878, "train_lr": 0.000832379507302674, "train_wd": 0.25338110379436596, "train_acc": 0.662000087430056, "train_nmi": 0.7173865799939084, "train_ari": 0.7548706543073481, "train_fscore": 0.3405030293555708, "train_adjacc": -1, "epoch": 447}
{"train_loss": 5.661913453246192, "train_cls": 3.6155882991856334, "train_patch": 2.0463251536198372, "train_lr": 0.0008284627696779113, "train_wd": 0.25407544105234386, "train_acc": 0.661708914118705, "train_nmi": 0.7172095430129198, "train_ari": -0.7779696352278691, "train_fscore": 0.3412617292850675, "train_adjacc": -1, "epoch": 448}
{"train_loss": 5.661189763427829, "train_cls": 3.619507095081915, "train_patch": 2.041682667732477, "train_lr": 0.0008245487526703025, "train_wd": 0.25476925282486645, "train_acc": 0.6633216864008793, "train_nmi": 0.7171032844475475, "train_ari": -0.31499828300187543, "train_fscore": 0.3392879441860602, "train_adjacc": -1, "epoch": 449}
{"train_loss": 5.640185537908098, "train_cls": 3.618427210860401, "train_patch": 2.0217583273216593, "train_lr": 0.0008206375181765837, "train_wd": 0.2554625284124995, "train_acc": 0.6658532548960832, "train_nmi": 0.717644980588014, "train_ari": 1.1840242334093782, "train_fscore": 0.3392458175321514, "train_adjacc": -1, "epoch": 450}
{"train_loss": 5.635525825879366, "train_cls": 3.6183662572257713, "train_patch": 2.0171595685106576, "train_lr": 0.000816729128049476, "train_wd": 0.2561552571240751, "train_acc": 0.6662381032673861, "train_nmi": 0.7180143707482957, "train_ari": 2.083853859773353, "train_fscore": 0.34086780376897086, "train_adjacc": -1, "epoch": 451}
{"train_loss": 5.642660216247435, "train_cls": 3.619607834257096, "train_patch": 2.0230523824191495, "train_lr": 0.0008128236440967245, "train_wd": 0.2568474282768598, "train_acc": 0.6663099208133493, "train_nmi": 0.7181047129755616, "train_ari": -50.41315451592248, "train_fscore": 0.34059216507111223, "train_adjacc": -1, "epoch": 452}
{"train_loss": 5.6466331755419334, "train_cls": 3.6193963188847764, "train_patch": 2.0272368571038344, "train_lr": 0.0008089211280801165, "train_wd": 0.257539031196718, "train_acc": 0.6640180043465228, "train_nmi": 0.7178956579968497, "train_ari": 2.921548440270833, "train_fscore": 0.3404838183336864, "train_adjacc": -1, "epoch": 453}
{"train_loss": 5.634749697886115, "train_cls": 3.6176522880030286, "train_patch": 2.017097409150536, "train_lr": 0.0008050216417145059, "train_wd": 0.2582300552182774, "train_acc": 0.6668469911570744, "train_nmi": 0.7178371088536983, "train_ari": -4.501283987623119, "train_fscore": 0.3406308868928176, "train_adjacc": -1, "epoch": 454}
{"train_loss": 5.6403305865258435, "train_cls": 3.6199667144426817, "train_patch": 2.0203638726846873, "train_lr": 0.0008011252466668255, "train_wd": 0.25892048968509174, "train_acc": 0.666650273531175, "train_nmi": 0.717992955422128, "train_ari": -2.0078911939112607, "train_fscore": 0.34154370484374075, "train_adjacc": -1, "epoch": 455}
{"train_loss": 5.642812361653379, "train_cls": 3.6217157065773087, "train_patch": 2.021096654283962, "train_lr": 0.0007972320045551342, "train_wd": 0.2596103239498083, "train_acc": 0.6680046587729817, "train_nmi": 0.7186020146305082, "train_ari": 4.4301920853710985, "train_fscore": 0.34452419450550487, "train_adjacc": -1, "epoch": 456}
{"train_loss": 5.651242629872809, "train_cls": 3.6205151830907827, "train_patch": 2.030727445686178, "train_lr": 0.0007933419769476219, "train_wd": 0.26029954737432975, "train_acc": 0.6661608213429256, "train_nmi": 0.7185708580365023, "train_ari": -3.5528292137719815, "train_fscore": 0.3460147116590904, "train_adjacc": -1, "epoch": 457}
{"train_loss": 5.644810818749176, "train_cls": 3.6234646671348147, "train_patch": 2.021346154109799, "train_lr": 0.00078945522536165, "train_wd": 0.2609881493299772, "train_acc": 0.6660023543665068, "train_nmi": 0.7187522651208792, "train_ari": 1.6576937669086687, "train_fscore": 0.34745606433784787, "train_adjacc": -1, "epoch": 458}
{"train_loss": 5.652587496190906, "train_cls": 3.624928502144097, "train_patch": 2.02765899533324, "train_lr": 0.000785571811262764, "train_wd": 0.26167611919765804, "train_acc": 0.6643091776578737, "train_nmi": 0.7179823640193598, "train_ari": 4.917229967907115, "train_fscore": 0.34852099110712653, "train_adjacc": -1, "epoch": 459}
{"train_loss": 5.6620462736208665, "train_cls": 3.62746963303962, "train_patch": 2.034576641712829, "train_lr": 0.0007816917960637357, "train_wd": 0.2623634463680243, "train_acc": 0.6670569794164668, "train_nmi": 0.7183351082918722, "train_ari": 1.1813684441364647, "train_fscore": 0.34900630515029013, "train_adjacc": -1, "epoch": 460}
{"train_loss": 5.676105205413344, "train_cls": 3.6250955554054416, "train_patch": 2.0510096491741048, "train_lr": 0.0007778152411235894, "train_wd": 0.263050120241642, "train_acc": 0.6680382256694645, "train_nmi": 0.7183336322056462, "train_ari": -0.6664995161893162, "train_fscore": 0.3444578011850571, "train_adjacc": -1, "epoch": 461}
{"train_loss": 5.675011641520867, "train_cls": 3.62362457050694, "train_patch": 2.051387073098422, "train_lr": 0.0007739422077466206, "train_wd": 0.2637361302291499, "train_acc": 0.6698157099320543, "train_nmi": 0.7190007667217997, "train_ari": -0.463577181906495, "train_fscore": 0.3404197343567458, "train_adjacc": -1, "epoch": 462}
{"train_loss": 5.679676447793257, "train_cls": 3.6239487506169303, "train_patch": 2.0557276948297813, "train_lr": 0.0007700727571814394, "train_wd": 0.2644214657514253, "train_acc": 0.6670062387589928, "train_nmi": 0.7182082008329922, "train_ari": -0.15415893708698983, "train_fscore": 0.33654095522572824, "train_adjacc": -1, "epoch": 463}
{"train_loss": 5.680247038579006, "train_cls": 3.6242343474277776, "train_patch": 2.0560126914668806, "train_lr": 0.0007662069506199991, "train_wd": 0.26510611623974667, "train_acc": 0.6677532973621103, "train_nmi": 0.7183567471827721, "train_ari": 0.19542309931516716, "train_fscore": 0.3369783239950191, "train_adjacc": -1, "epoch": 464}
{"train_loss": 5.673790333439692, "train_cls": 3.6243082790328063, "train_patch": 2.049482055693317, "train_lr": 0.0007623448491966148, "train_wd": 0.26579007113595743, "train_acc": 0.6704901703637091, "train_nmi": 0.7188978995960141, "train_ari": 39.43711406841916, "train_fscore": 0.3394094572937724, "train_adjacc": -1, "epoch": 465}
{"train_loss": 5.679082393503303, "train_cls": 3.625179086669648, "train_patch": 2.053903308072441, "train_lr": 0.0007584865139870244, "train_wd": 0.26647331989262635, "train_acc": 0.669365289018785, "train_nmi": 0.7187138367122097, "train_ari": 1.3841733971373669, "train_fscore": 0.34156693188448684, "train_adjacc": -1, "epoch": 466}
{"train_loss": 5.6682468311820955, "train_cls": 3.6263529369347007, "train_patch": 2.041893893389774, "train_lr": 0.0007546320060073952, "train_wd": 0.26715585197321207, "train_acc": 0.6706736173561151, "train_nmi": 0.7188556373438625, "train_ari": 1.6379321312442858, "train_fscore": 0.3427079494746078, "train_adjacc": -1, "epoch": 467}
{"train_loss": 5.660424935803425, "train_cls": 3.6283703803492013, "train_patch": 2.0320545537925834, "train_lr": 0.0007507813862133723, "train_wd": 0.26783765685222505, "train_acc": 0.6703879084232613, "train_nmi": 0.718914117028714, "train_ari": -1.354824943060521, "train_fscore": 0.3418273286257952, "train_adjacc": -1, "epoch": 468}
{"train_loss": 5.659706853538585, "train_cls": 3.63071664158913, "train_patch": 2.0289902112526383, "train_lr": 0.0007469347154991182, "train_wd": 0.268518724015392, "train_acc": 0.6691857451538769, "train_nmi": 0.7187705065836737, "train_ari": -0.180907523992469, "train_fscore": 0.3406714208748874, "train_adjacc": -1, "epoch": 469}
{"train_loss": 5.656246169603509, "train_cls": 3.6303435649803215, "train_patch": 2.0259026048852387, "train_lr": 0.0007430920546963326, "train_wd": 0.2691990429598136, "train_acc": 0.6701154701239008, "train_nmi": 0.7187066392693936, "train_ari": -1.5589075020444059, "train_fscore": 0.3422778121614136, "train_adjacc": -1, "epoch": 470}
{"train_loss": 5.6430887744057, "train_cls": 3.631693061783636, "train_patch": 2.0113957131997666, "train_lr": 0.000739253464573315, "train_wd": 0.26987860319413176, "train_acc": 0.6688087030375699, "train_nmi": 0.7189682846424449, "train_ari": 1.4573518394352085, "train_fscore": 0.3441814602513477, "train_adjacc": -1, "epoch": 471}
{"train_loss": 5.65590096646838, "train_cls": 3.636785811705174, "train_patch": 2.019115154423731, "train_lr": 0.0007354190058339817, "train_wd": 0.2705573942386854, "train_acc": 0.6688641274480416, "train_nmi": 0.7194677450224582, "train_ari": -5.735103267420323, "train_fscore": 0.34542286153099233, "train_adjacc": -1, "epoch": 472}
{"train_loss": 5.64861634204523, "train_cls": 3.6383079736710164, "train_patch": 2.010308368439726, "train_lr": 0.0007315887391169187, "train_wd": 0.27123540562567705, "train_acc": 0.6668992930655475, "train_nmi": 0.7188257922978143, "train_ari": -0.5638796540380209, "train_fscore": 0.3440524118483239, "train_adjacc": -1, "epoch": 473}
{"train_loss": 5.6421669133894925, "train_cls": 3.63637292884189, "train_patch": 2.0057939871740667, "train_lr": 0.0007277627249944171, "train_wd": 0.2719126268993322, "train_acc": 0.6705276403876899, "train_nmi": 0.719187304369612, "train_ari": -1.5087379498017175, "train_fscore": 0.3436215772231307, "train_adjacc": -1, "epoch": 474}
{"train_loss": 5.634417006247145, "train_cls": 3.637263866827833, "train_patch": 1.9971531388654316, "train_lr": 0.0007239410239715206, "train_wd": 0.2725890476160626, "train_acc": 0.6706501985911271, "train_nmi": 0.7196416148890492, "train_ari": 3.618237454801743, "train_fscore": 0.3439965437160293, "train_adjacc": -1, "epoch": 475}
{"train_loss": 5.6395008159246, "train_cls": 3.6383962841819133, "train_patch": 2.0011045329159587, "train_lr": 0.0007201236964850597, "train_wd": 0.2732646573446229, "train_acc": 0.6677650067446043, "train_nmi": 0.719372348661886, "train_ari": 2.0971936559620414, "train_fscore": 0.3425847909329192, "train_adjacc": -1, "epoch": 476}
{"train_loss": 5.6284264477846815, "train_cls": 3.638224028771539, "train_patch": 1.9902024183163254, "train_lr": 0.0007163108029027048, "train_wd": 0.2739394456662751, "train_acc": 0.6709031212529976, "train_nmi": 0.7196296749859882, "train_ari": 2.0083021832730945, "train_fscore": 0.3430886443014435, "train_adjacc": -1, "epoch": 477}
{"train_loss": 5.614165081656713, "train_cls": 3.641991392421208, "train_patch": 1.972173690527892, "train_lr": 0.000712502403522006, "train_wd": 0.274613402174949, "train_acc": 0.6730186163569145, "train_nmi": 0.7197920694918114, "train_ari": -4.500839762331941, "train_fscore": 0.34347295599262573, "train_adjacc": -1, "epoch": 478}
{"train_loss": 5.609317576070484, "train_cls": 3.6413079431946045, "train_patch": 1.9680096341206206, "train_lr": 0.0007086985585694431, "train_wd": 0.27528651647740154, "train_acc": 0.6719148119004796, "train_nmi": 0.7201644319799061, "train_ari": -1.9369902028661534, "train_fscore": 0.34459327474824564, "train_adjacc": -1, "epoch": 479}
{"train_loss": 5.608050730088346, "train_cls": 3.6420914511457623, "train_patch": 1.9659592804255532, "train_lr": 0.0007048993281994715, "train_wd": 0.27595877819337733, "train_acc": 0.6712426933453237, "train_nmi": 0.720397849017328, "train_ari": 2.1940688886979527, "train_fscore": 0.3459613017728206, "train_adjacc": -1, "epoch": 480}
{"train_loss": 5.6046105120345935, "train_cls": 3.645952294579894, "train_patch": 1.9586582191937643, "train_lr": 0.0007011047724935712, "train_wd": 0.27663017695576875, "train_acc": 0.6693582633892886, "train_nmi": 0.7202899470987838, "train_ari": -1.1693393788471382, "train_fscore": 0.34626958705773686, "train_adjacc": -1, "epoch": 481}
{"train_loss": 5.604987069404573, "train_cls": 3.6444927518435426, "train_patch": 1.9604943184841641, "train_lr": 0.0006973149514592962, "train_wd": 0.27730070241077687, "train_acc": 0.6706611273481216, "train_nmi": 0.7203963698816298, "train_ari": 1.9514216368797441, "train_fscore": 0.3448781295836096, "train_adjacc": -1, "epoch": 482}
{"train_loss": 5.59187219020941, "train_cls": 3.643724995753843, "train_patch": 1.9481471949498907, "train_lr": 0.0006935299250293242, "train_wd": 0.27797034421806915, "train_acc": 0.6724534434952039, "train_nmi": 0.7206868869578619, "train_ari": 0.5049139328330725, "train_fscore": 0.34476294213862974, "train_adjacc": -1, "epoch": 483}
{"train_loss": 5.60794584411416, "train_cls": 3.6463257565820437, "train_patch": 1.9616200873713128, "train_lr": 0.0006897497530605137, "train_wd": 0.27863909205094095, "train_acc": 0.6718929543864908, "train_nmi": 0.7208279566765768, "train_ari": 1.9755416577161515, "train_fscore": 0.34494558463966546, "train_adjacc": -1, "epoch": 484}
{"train_loss": 5.598952296707365, "train_cls": 3.6473144203615036, "train_patch": 1.9516378767984948, "train_lr": 0.0006859744953329511, "train_wd": 0.27930693559647396, "train_acc": 0.6742059477418065, "train_nmi": 0.7210419095459285, "train_ari": -90.68485029127106, "train_fscore": 0.345152398601045, "train_adjacc": -1, "epoch": 485}
{"train_loss": 5.603744287880586, "train_cls": 3.6475606673865393, "train_patch": 1.9561836194041535, "train_lr": 0.0006822042115490104, "train_wd": 0.2799738645556933, "train_acc": 0.673800803107514, "train_nmi": 0.7212110637632186, "train_ari": -0.5110538980139157, "train_fscore": 0.34291124534056383, "train_adjacc": -1, "epoch": 486}
{"train_loss": 5.599018631150111, "train_cls": 3.649797623761171, "train_patch": 1.9492210064002935, "train_lr": 0.0006784389613324043, "train_wd": 0.28063986864373014, "train_acc": 0.6744658960331734, "train_nmi": 0.7214701227326226, "train_ari": -2.070050883227848, "train_fscore": 0.3414311917153022, "train_adjacc": -1, "epoch": 487}
{"train_loss": 5.599884190243021, "train_cls": 3.655311051115906, "train_patch": 1.9445731379895759, "train_lr": 0.0006746788042272492, "train_wd": 0.28130493758997754, "train_acc": 0.6744471610211831, "train_nmi": 0.7213274916509774, "train_ari": -3.8413745680635416, "train_fscore": 0.34178912070939715, "train_adjacc": -1, "epoch": 488}
{"train_loss": 5.582622002044932, "train_cls": 3.6545708834719983, "train_patch": 1.9280511179118516, "train_lr": 0.0006709237996971128, "train_wd": 0.2819690611382495, "train_acc": 0.6726322067346123, "train_nmi": 0.7212187519384969, "train_ari": -1.2880326428644129, "train_fscore": 0.3425777017794698, "train_adjacc": -1, "epoch": 489}
{"train_loss": 5.577351309007687, "train_cls": 3.653542027889872, "train_patch": 1.923809281397733, "train_lr": 0.0006671740071240844, "train_wd": 0.28263222904693946, "train_acc": 0.6740357713828937, "train_nmi": 0.7211180019983069, "train_ari": 0.4437347892159089, "train_fscore": 0.3420131867599431, "train_adjacc": -1, "epoch": 490}
{"train_loss": 5.579357430064897, "train_cls": 3.6562382950485466, "train_patch": 1.9231191349031924, "train_lr": 0.0006634294858078279, "train_wd": 0.28329443108917685, "train_acc": 0.6768343137989609, "train_nmi": 0.7218896189675801, "train_ari": -14.13506862723964, "train_fscore": 0.34269212910976543, "train_adjacc": -1, "epoch": 491}
{"train_loss": 5.587029734604078, "train_cls": 3.6578989205814954, "train_patch": 1.9291308138796466, "train_lr": 0.0006596902949646445, "train_wd": 0.28395565705298836, "train_acc": 0.6776196230515588, "train_nmi": 0.7220450231697877, "train_ari": 2.180276390336516, "train_fscore": 0.3418427895169552, "train_adjacc": -1, "epoch": 492}
{"train_loss": 5.57297640531469, "train_cls": 3.6590939421567032, "train_patch": 1.9138824629435818, "train_lr": 0.0006559564937265443, "train_wd": 0.2846158967414518, "train_acc": 0.6760607139288569, "train_nmi": 0.7223733536403819, "train_ari": -1.4634130560542191, "train_fscore": 0.3421973198070364, "train_adjacc": -1, "epoch": 493}
{"train_loss": 5.567639835113339, "train_cls": 3.6603500887715845, "train_patch": 1.9072897461928624, "train_lr": 0.000652228141140303, "train_wd": 0.2852751399728539, "train_acc": 0.6756508855415667, "train_nmi": 0.7218879273216143, "train_ari": 2.775140124796618, "train_fscore": 0.3404990889584753, "train_adjacc": -1, "epoch": 494}
{"train_loss": 5.568003464516976, "train_cls": 3.660505459939452, "train_patch": 1.9074980027372126, "train_lr": 0.0006485052961665295, "train_wd": 0.2859333765808472, "train_acc": 0.6770450826838529, "train_nmi": 0.7218727654720594, "train_ari": 2.3491276389312814, "train_fscore": 0.34049945007384563, "train_adjacc": -1, "epoch": 495}
{"train_loss": 5.569594313296006, "train_cls": 3.6644615246285257, "train_patch": 1.9051327863090235, "train_lr": 0.0006447880176787351, "train_wd": 0.28659059641461154, "train_acc": 0.6759404976019184, "train_nmi": 0.7219853800326376, "train_ari": 1.6691508262583319, "train_fscore": 0.33960453464642026, "train_adjacc": -1, "epoch": 496}
{"train_loss": 5.561840543119932, "train_cls": 3.6671508420571435, "train_patch": 1.8946897011878583, "train_lr": 0.0006410763644624025, "train_wd": 0.28724678933900255, "train_acc": 0.6737516237010391, "train_nmi": 0.7221782535530418, "train_ari": 8.938918353579306, "train_fscore": 0.3389412401800659, "train_adjacc": -1, "epoch": 497}
{"train_loss": 5.573513537145061, "train_cls": 3.667601644504461, "train_patch": 1.9059118932063916, "train_lr": 0.0006373703952140548, "train_wd": 0.2879019452347128, "train_acc": 0.6750833708033573, "train_nmi": 0.7226168074218319, "train_ari": -10.527502033282573, "train_fscore": 0.3407844947564067, "train_adjacc": -1, "epoch": 498}
{"train_loss": 5.582018656886929, "train_cls": 3.666485244100042, "train_patch": 1.9155334128762225, "train_lr": 0.0006336701685403345, "train_wd": 0.28855605399842993, "train_acc": 0.6775025292266187, "train_nmi": 0.7231961778880508, "train_ari": 1.4859901557055624, "train_fscore": 0.3411834068703474, "train_adjacc": -1, "epoch": 499}
{"train_loss": 5.589900788905428, "train_cls": 3.6656418701322626, "train_patch": 1.9242589191126405, "train_lr": 0.000629975742957058, "train_wd": 0.2892091055429851, "train_acc": 0.6774869167166268, "train_nmi": 0.7231396741640446, "train_ari": -3.415196458183778, "train_fscore": 0.34069493003053036, "train_adjacc": -1, "epoch": 500}
{"train_loss": 5.589207866066079, "train_cls": 3.6669199039086067, "train_patch": 1.9222879652961267, "train_lr": 0.000626287176888314, "train_wd": 0.2898610897975184, "train_acc": 0.6784751885991207, "train_nmi": 0.723124041723292, "train_ari": 1.515230678382783, "train_fscore": 0.339944338801113, "train_adjacc": -1, "epoch": 501}
{"train_loss": 5.60524439151815, "train_cls": 3.6661153084559026, "train_patch": 1.9391290837471529, "train_lr": 0.0006226045286655206, "train_wd": 0.29051199670762373, "train_acc": 0.6764205822841727, "train_nmi": 0.7230644733118076, "train_ari": 4.454519527727148, "train_fscore": 0.3384529106274171, "train_adjacc": -1, "epoch": 502}
{"train_loss": 5.601548165916729, "train_cls": 3.6668372484419844, "train_patch": 1.9347109167779284, "train_lr": 0.0006189278565265155, "train_wd": 0.29116181623551335, "train_acc": 0.6779966651678657, "train_nmi": 0.723183884223232, "train_ari": 45.927490178218335, "train_fscore": 0.33763762350206944, "train_adjacc": -1, "epoch": 503}
{"train_loss": 5.611603789859348, "train_cls": 3.6649214628098203, "train_patch": 1.9466823282585346, "train_lr": 0.0006152572186146271, "train_wd": 0.29181053836016446, "train_acc": 0.6793034322541966, "train_nmi": 0.7230839456455306, "train_ari": 0.7996686161133412, "train_fscore": 0.3384822623030756, "train_adjacc": -1, "epoch": 504}
{"train_loss": 5.611423589652486, "train_cls": 3.6655945531446203, "train_patch": 1.9458290389735255, "train_lr": 0.000611592672977759, "train_wd": 0.2924581530774806, "train_acc": 0.6804587579936051, "train_nmi": 0.7234319827359333, "train_ari": -0.8725872640379468, "train_fscore": 0.3396444430422039, "train_adjacc": -1, "epoch": 505}
{"train_loss": 5.6142818576378595, "train_cls": 3.666494590141695, "train_patch": 1.947787267013753, "train_lr": 0.0006079342775674703, "train_wd": 0.2931046504004414, "train_acc": 0.682158179706235, "train_nmi": 0.7239271407240997, "train_ari": -3.818328434582528, "train_fscore": 0.34081297063582305, "train_adjacc": -1, "epoch": 506}
{"train_loss": 5.620959373829748, "train_cls": 3.667302439002682, "train_patch": 1.9536569359169589, "train_lr": 0.0006042820902380601, "train_wd": 0.29375002035925796, "train_acc": 0.6828334207633893, "train_nmi": 0.7239990225462464, "train_ari": 2.219890740670523, "train_fscore": 0.341661270695224, "train_adjacc": -1, "epoch": 507}
{"train_loss": 5.631822523953532, "train_cls": 3.670142219828473, "train_patch": 1.961680302785026, "train_lr": 0.0006006361687456488, "train_wd": 0.2943942530015276, "train_acc": 0.6806086380895284, "train_nmi": 0.7238856751397083, "train_ari": 13.489308004320495, "train_fscore": 0.34058006723883605, "train_adjacc": -1, "epoch": 508}
{"train_loss": 5.6389383124314145, "train_cls": 3.6697408322998277, "train_patch": 1.9691974802387895, "train_lr": 0.0005969965707472743, "train_wd": 0.2950373383923858, "train_acc": 0.6802620403677059, "train_nmi": 0.7239072444003539, "train_ari": 16.96987082972014, "train_fscore": 0.33953968026418047, "train_adjacc": -1, "epoch": 509}
{"train_loss": 5.640975764043612, "train_cls": 3.6717965980227905, "train_patch": 1.9691791677539296, "train_lr": 0.0005933633537999712, "train_wd": 0.29567926661466093, "train_acc": 0.6848263576638689, "train_nmi": 0.7238126613608223, "train_ari": 2.184987927321846, "train_fscore": 0.33892092749304964, "train_adjacc": -1, "epoch": 510}
{"train_loss": 5.6628361183057105, "train_cls": 3.673648614999202, "train_patch": 1.9891875047894785, "train_lr": 0.000589736575359862, "train_wd": 0.2963200277690242, "train_acc": 0.6822791766586731, "train_nmi": 0.724152975799653, "train_ari": 6.438972331764917, "train_fscore": 0.3407564145987618, "train_adjacc": -1, "epoch": 511}
{"train_loss": 5.663638661614806, "train_cls": 3.6712125164451455, "train_patch": 1.9924261432519252, "train_lr": 0.0005861162927812509, "train_wd": 0.2969596119741474, "train_acc": 0.6792042928157475, "train_nmi": 0.7241671468738752, "train_ari": -1.6124016013801832, "train_fscore": 0.3399672684137297, "train_adjacc": -1, "epoch": 512}
{"train_loss": 5.6677247695833275, "train_cls": 3.6725296384806065, "train_patch": 1.9951951301736321, "train_lr": 0.0005825025633157149, "train_wd": 0.29759800936685044, "train_acc": 0.6779256282474021, "train_nmi": 0.7237705375131387, "train_ari": -0.15782353288610448, "train_fscore": 0.34104662064859803, "train_adjacc": -1, "epoch": 513}
{"train_loss": 5.674927592658691, "train_cls": 3.672539353049059, "train_patch": 2.00238823903193, "train_lr": 0.0005788954441112018, "train_wd": 0.2982352101022553, "train_acc": 0.678150448391287, "train_nmi": 0.724418799532277, "train_ari": 0.7785717518201107, "train_fscore": 0.3418370984029461, "train_adjacc": -1, "epoch": 514}
{"train_loss": 5.683930733292509, "train_cls": 3.6710118050817298, "train_patch": 2.0129189280737982, "train_lr": 0.000575294992211122, "train_wd": 0.2988712043539396, "train_acc": 0.6825453699540368, "train_nmi": 0.7247609677082107, "train_ari": 1.9309997118944728, "train_fscore": 0.3442998002152782, "train_adjacc": -1, "epoch": 515}
{"train_loss": 5.680019869102086, "train_cls": 3.6701815683516763, "train_patch": 2.00983830189986, "train_lr": 0.000571701264553449, "train_wd": 0.29950598231408326, "train_acc": 0.6828443495203836, "train_nmi": 0.7252166679705517, "train_ari": -13.03887902387427, "train_fscore": 0.34701760618423855, "train_adjacc": -1, "epoch": 516}
{"train_loss": 5.6796316899460475, "train_cls": 3.6687142297470694, "train_patch": 2.0109174612233582, "train_lr": 0.0005681143179698166, "train_wd": 0.3001395341936276, "train_acc": 0.6807233900379697, "train_nmi": 0.7251581011145605, "train_ari": 2.097901052994147, "train_fscore": 0.3514607695243056, "train_adjacc": -1, "epoch": 517}
{"train_loss": 5.686592485740793, "train_cls": 3.6703561440193586, "train_patch": 2.016236340679187, "train_lr": 0.0005645342091846244, "train_wd": 0.3007718502224169, "train_acc": 0.6832057791266987, "train_nmi": 0.7250426025101022, "train_ari": 1.9711114153903098, "train_fscore": 0.354645247811638, "train_adjacc": -1, "epoch": 518}
{"train_loss": 5.696508917472155, "train_cls": 3.6706794190416328, "train_patch": 2.025829497674148, "train_lr": 0.0005609609948141366, "train_wd": 0.301402920649356, "train_acc": 0.6857951139088729, "train_nmi": 0.725785983761811, "train_ari": -0.4116993571073493, "train_fscore": 0.356448504915545, "train_adjacc": -1, "epoch": 519}
{"train_loss": 5.698060680421994, "train_cls": 3.6726699973181853, "train_patch": 2.0253906847833156, "train_lr": 0.0005573947313655911, "train_wd": 0.3020327357425585, "train_acc": 0.6834727530475619, "train_nmi": 0.7256846900477851, "train_ari": 6.038594460250779, "train_fscore": 0.3550025639336276, "train_adjacc": -1, "epoch": 520}
{"train_loss": 5.695695799317577, "train_cls": 3.6724101842688524, "train_patch": 2.023285613339439, "train_lr": 0.0005538354752362977, "train_wd": 0.3026612857894964, "train_acc": 0.6823751935951239, "train_nmi": 0.7255370709637807, "train_ari": 13.782701799259941, "train_fscore": 0.35396372323130565, "train_adjacc": -1, "epoch": 521}
{"train_loss": 5.70389601228525, "train_cls": 3.672623466232793, "train_patch": 2.0312725466480264, "train_lr": 0.0005502832827127567, "train_wd": 0.30328856109715113, "train_acc": 0.6809646033173461, "train_nmi": 0.7255173352846507, "train_ari": 4.278470199089848, "train_fscore": 0.3567723249950082, "train_adjacc": -1, "epoch": 522}
{"train_loss": 5.716649484315174, "train_cls": 3.676304148696214, "train_patch": 2.040345333963275, "train_lr": 0.0005467382099697607, "train_wd": 0.30391455199215966, "train_acc": 0.683115226568745, "train_nmi": 0.7259158489095303, "train_ari": 1.6009534898880613, "train_fscore": 0.35823941999352515, "train_adjacc": -1, "epoch": 523}
{"train_loss": 5.713411368316502, "train_cls": 3.669404048987811, "train_patch": 2.044007320686591, "train_lr": 0.0005432003130695129, "train_wd": 0.30453924882097, "train_acc": 0.6860823840927258, "train_nmi": 0.7263314540249205, "train_ari": 0.7025728719838856, "train_fscore": 0.35838244915129386, "train_adjacc": -1, "epoch": 524}
{"train_loss": 5.714110847642954, "train_cls": 3.6668143736348924, "train_patch": 2.0472964772777402, "train_lr": 0.000539669647960731, "train_wd": 0.3051626419499837, "train_acc": 0.6850699128197442, "train_nmi": 0.7265016390867544, "train_ari": 6.403696605486981, "train_fscore": 0.3600122554374081, "train_adjacc": -1, "epoch": 525}
{"train_loss": 5.713209101502939, "train_cls": 3.666199445795956, "train_patch": 2.047009656374022, "train_lr": 0.000536146270477773, "train_wd": 0.30578472176570676, "train_acc": 0.6845492356115108, "train_nmi": 0.7263737024804245, "train_ari": -2.610833576849856, "train_fscore": 0.3612838780637624, "train_adjacc": -1, "epoch": 526}
{"train_loss": 5.712063762019102, "train_cls": 3.665650254495138, "train_patch": 2.0464135061898867, "train_lr": 0.0005326302363397498, "train_wd": 0.3064054786748996, "train_acc": 0.6852947329636291, "train_nmi": 0.7266005882632729, "train_ari": -1.3602667719694033, "train_fscore": 0.35925885259175183, "train_adjacc": -1, "epoch": 527}
{"train_loss": 5.717200799621076, "train_cls": 3.6657855345143213, "train_patch": 2.051415267995269, "train_lr": 0.0005291216011496396, "train_wd": 0.3070249031047232, "train_acc": 0.6874703362310152, "train_nmi": 0.7270015117336699, "train_ari": -2.439898160081822, "train_fscore": 0.3589518731012289, "train_adjacc": -1, "epoch": 528}
{"train_loss": 5.709710403597898, "train_cls": 3.66612420602144, "train_patch": 2.0435861992738324, "train_lr": 0.000525620420393417, "train_wd": 0.30764298550288555, "train_acc": 0.6890432966127098, "train_nmi": 0.7271415197166861, "train_ari": -2.662655970130141, "train_fscore": 0.3591792932635931, "train_adjacc": -1, "epoch": 529}
{"train_loss": 5.719984380056341, "train_cls": 3.66258788494755, "train_patch": 2.0573964944953542, "train_lr": 0.0005221267494391682, "train_wd": 0.30825971633779214, "train_acc": 0.6884070868305355, "train_nmi": 0.7277433270542941, "train_ari": -3.2643691866390445, "train_fscore": 0.3606910577706249, "train_adjacc": -1, "epoch": 530}
{"train_loss": 5.7064616835469915, "train_cls": 3.6613963288511875, "train_patch": 2.045065356941103, "train_lr": 0.0005186406435362213, "train_wd": 0.308875086098691, "train_acc": 0.6870979778677059, "train_nmi": 0.7277636436170025, "train_ari": 1.8433353420969936, "train_fscore": 0.3610902614950554, "train_adjacc": -1, "epoch": 531}
{"train_loss": 5.708593142904538, "train_cls": 3.6567867440904833, "train_patch": 2.051806398683029, "train_lr": 0.0005151621578142676, "train_wd": 0.3094890852958172, "train_acc": 0.688001942196243, "train_nmi": 0.7281193943358262, "train_ari": -0.8919681824644199, "train_fscore": 0.36211163786427814, "train_adjacc": -1, "epoch": 532}
{"train_loss": 5.704653400906937, "train_cls": 3.6575456967027926, "train_patch": 2.0471077020303143, "train_lr": 0.0005116913472824924, "train_wd": 0.3101017044605451, "train_acc": 0.6882181754596323, "train_nmi": 0.7280199364473003, "train_ari": 1.4727870938235386, "train_fscore": 0.36090677945323757, "train_adjacc": -1, "epoch": 533}
{"train_loss": 5.718423876187784, "train_cls": 3.6593257622133724, "train_patch": 2.0590981140816145, "train_lr": 0.0005082282668287056, "train_wd": 0.31071293414552964, "train_acc": 0.6891135529076738, "train_nmi": 0.7277800695836543, "train_ari": -1.422305666584802, "train_fscore": 0.3621610244986128, "train_adjacc": -1, "epoch": 534}
{"train_loss": 5.697696546665865, "train_cls": 3.6585281421478797, "train_patch": 2.039168405042087, "train_lr": 0.0005047729712184709, "train_wd": 0.3113227649248526, "train_acc": 0.6898551471322941, "train_nmi": 0.7286943582293469, "train_ari": -0.04047677340009482, "train_fscore": 0.36396325263472923, "train_adjacc": -1, "epoch": 535}
{"train_loss": 5.703412488067179, "train_cls": 3.6596774966310828, "train_patch": 2.043734991144267, "train_lr": 0.0005013255150942453, "train_wd": 0.3119311873941683, "train_acc": 0.6893469599320543, "train_nmi": 0.7289647462099123, "train_ari": 0.8071204406501478, "train_fscore": 0.36549838913415045, "train_adjacc": -1, "epoch": 536}
{"train_loss": 5.693900941420707, "train_cls": 3.6614835984844096, "train_patch": 2.032417343633114, "train_lr": 0.0004978859529745075, "train_wd": 0.31253819217085005, "train_acc": 0.6880167740807354, "train_nmi": 0.7285527021098733, "train_ari": -0.2447353408892713, "train_fscore": 0.36476244528147306, "train_adjacc": -1, "epoch": 537}
{"train_loss": 5.6856599083478505, "train_cls": 3.6615315399986565, "train_patch": 2.024128366729243, "train_lr": 0.0004944543392528979, "train_wd": 0.31314376989413345, "train_acc": 0.6925006869504396, "train_nmi": 0.7292525395415839, "train_ari": -0.782296325360005, "train_fscore": 0.3659094167429969, "train_adjacc": -1, "epoch": 538}
{"train_loss": 5.673581092596816, "train_cls": 3.6592451051103887, "train_patch": 2.014335986563294, "train_lr": 0.0004910307281973658, "train_wd": 0.31374791122526036, "train_acc": 0.6939955847821743, "train_nmi": 0.7293368956111459, "train_ari": -0.8031652083718703, "train_fscore": 0.3649552355530523, "train_adjacc": -1, "epoch": 539}
{"train_loss": 5.677254971006601, "train_cls": 3.6621084017671652, "train_patch": 2.0151465687093784, "train_lr": 0.00048761517394930266, "train_wd": 0.3143506068476258, "train_acc": 0.6942001086630696, "train_nmi": 0.7290818385492343, "train_ari": -3.5503527577164613, "train_fscore": 0.36338190618183397, "train_adjacc": -1, "epoch": 540}
{"train_loss": 5.661604902893901, "train_cls": 3.6606058642375383, "train_patch": 2.0009990394186916, "train_lr": 0.00048420773052268635, "train_wd": 0.31495184746691424, "train_acc": 0.6919651778577138, "train_nmi": 0.7293572159641113, "train_ari": 9.969026206387909, "train_fscore": 0.3619120300979809, "train_adjacc": -1, "epoch": 541}
{"train_loss": 5.659414758022836, "train_cls": 3.657139077329998, "train_patch": 2.0022756813836993, "train_lr": 0.00048080845180323317, "train_wd": 0.31555162381125607, "train_acc": 0.6906240632494005, "train_nmi": 0.7292413733024715, "train_ari": -0.5666637781751412, "train_fscore": 0.360755945018651, "train_adjacc": -1, "epoch": 542}
{"train_loss": 5.65936996677606, "train_cls": 3.6586633226830516, "train_patch": 2.000706645147168, "train_lr": 0.0004774173915475379, "train_wd": 0.31614992663135394, "train_acc": 0.692013576638689, "train_nmi": 0.7297085440801022, "train_ari": 0.8454969101743259, "train_fscore": 0.36258566863478175, "train_adjacc": -1, "epoch": 543}
{"train_loss": 5.667946263873796, "train_cls": 3.6579309388768855, "train_patch": 2.010015323680701, "train_lr": 0.0004740346033822309, "train_wd": 0.31674674670064173, "train_acc": 0.6935357963629096, "train_nmi": 0.7296427909171823, "train_ari": -1.073646163249141, "train_fscore": 0.3635742340325289, "train_adjacc": -1, "epoch": 544}
{"train_loss": 5.663340503792111, "train_cls": 3.6601106784374213, "train_patch": 2.0032298254738037, "train_lr": 0.00047066014080312423, "train_wd": 0.3173420748154133, "train_acc": 0.6907395958233413, "train_nmi": 0.7297165564831785, "train_ari": -1.40173908595332, "train_fscore": 0.3640773512768818, "train_adjacc": -1, "epoch": 545}
{"train_loss": 5.655302220635372, "train_cls": 3.659242665941576, "train_patch": 1.9960595546282833, "train_lr": 0.00046729405717436967, "train_wd": 0.3179359017949733, "train_acc": 0.6923921800059952, "train_nmi": 0.7301081899236459, "train_ari": 1.0913114738580245, "train_fscore": 0.365161527808226, "train_adjacc": -1, "epoch": 546}
{"train_loss": 5.655437468743915, "train_cls": 3.658075270928639, "train_patch": 1.9973621979701244, "train_lr": 0.0004639364057276132, "train_wd": 0.31852821848177476, "train_acc": 0.6945318745003997, "train_nmi": 0.7298205765692243, "train_ari": -11.652987467500514, "train_fscore": 0.3659514467916562, "train_adjacc": -1, "epoch": 547}
{"train_loss": 5.654780142956215, "train_cls": 3.65865253018056, "train_patch": 1.996127611519002, "train_lr": 0.000460587239561153, "train_wd": 0.3191190157415617, "train_acc": 0.6954857988609112, "train_nmi": 0.7302738266734394, "train_ari": 2.6384871242134795, "train_fscore": 0.36732401833321077, "train_adjacc": -1, "epoch": 548}
{"train_loss": 5.651242705510199, "train_cls": 3.6580246991629033, "train_patch": 1.993218007044112, "train_lr": 0.0004572466116390995, "train_wd": 0.3197082844635111, "train_acc": 0.6947926034172662, "train_nmi": 0.7301967661672782, "train_ari": 7.383693276850249, "train_fscore": 0.3676937894458351, "train_adjacc": -1, "epoch": 549}
{"train_loss": 5.656372696733017, "train_cls": 3.6614661279151575, "train_patch": 1.9949065683533151, "train_lr": 0.0004539145747905368, "train_wd": 0.3202960155603675, "train_acc": 0.6961930455635491, "train_nmi": 0.7303397035203983, "train_ari": 2.3562992377872165, "train_fscore": 0.3685177566899819, "train_adjacc": -1, "epoch": 550}
{"train_loss": 5.670183332108384, "train_cls": 3.659684383194986, "train_patch": 2.0104989498782215, "train_lr": 0.00045059118170869466, "train_wd": 0.3208821999685934, "train_acc": 0.6960220885791367, "train_nmi": 0.7303957542966932, "train_ari": 30.09517826728612, "train_fscore": 0.36911459898055904, "train_adjacc": -1, "epoch": 551}
{"train_loss": 5.652600059787527, "train_cls": 3.6596287824243285, "train_patch": 1.992971276201838, "train_lr": 0.00044727648495010306, "train_wd": 0.32146682864849757, "train_acc": 0.6965513526678657, "train_nmi": 0.7305263879081435, "train_ari": 2.2031647301959953, "train_fscore": 0.3698374635582527, "train_adjacc": -1, "epoch": 552}
{"train_loss": 5.657025538331313, "train_cls": 3.6579571634316617, "train_patch": 1.999068373559619, "train_lr": 0.0004439705369337684, "train_wd": 0.3220498925843846, "train_acc": 0.696709039018785, "train_nmi": 0.7307801691369841, "train_ari": 3.6980257454821017, "train_fscore": 0.3704967122380934, "train_adjacc": -1, "epoch": 553}
{"train_loss": 5.657671044127261, "train_cls": 3.6563508547038484, "train_patch": 2.0013201888635765, "train_lr": 0.00044067338994034666, "train_wd": 0.3226313827846845, "train_acc": 0.6961743105515588, "train_nmi": 0.7309227320973724, "train_ari": -16.104522298354638, "train_fscore": 0.3719339445490804, "train_adjacc": -1, "epoch": 554}
{"train_loss": 5.648344259134395, "train_cls": 3.6559185509582597, "train_patch": 1.9924257090039772, "train_lr": 0.0004373850961113106, "train_wd": 0.32321129028210227, "train_acc": 0.6974053569644284, "train_nmi": 0.7313199033931529, "train_ari": -88.31021733452748, "train_fscore": 0.3720591167668744, "train_adjacc": -1, "epoch": 555}
{"train_loss": 5.658587315576159, "train_cls": 3.655142181211238, "train_patch": 2.0034451351093825, "train_lr": 0.0004341057074481283, "train_wd": 0.3237896061337455, "train_acc": 0.698140706185052, "train_nmi": 0.7314666188310849, "train_ari": -0.7126848531033961, "train_fscore": 0.3722742625158551, "train_adjacc": -1, "epoch": 556}
{"train_loss": 5.65871237252923, "train_cls": 3.654618300837007, "train_patch": 2.004094071043052, "train_lr": 0.00043083527581144185, "train_wd": 0.32436632142126703, "train_acc": 0.6995388064548361, "train_nmi": 0.7314613595025529, "train_ari": -0.8291401616415964, "train_fscore": 0.3714189704278233, "train_adjacc": -1, "epoch": 557}
{"train_loss": 5.658639794678615, "train_cls": 3.6545921877848446, "train_patch": 2.00404760794793, "train_lr": 0.0004275738529202436, "train_wd": 0.3249414272510065, "train_acc": 0.6974834195143885, "train_nmi": 0.7315184903859622, "train_ari": 17.198765869049666, "train_fscore": 0.37216568879636786, "train_adjacc": -1, "epoch": 558}
{"train_loss": 5.650930980650736, "train_cls": 3.6528496543328157, "train_patch": 1.9980813260141799, "train_lr": 0.0004243214903510625, "train_wd": 0.3255149147541184, "train_acc": 0.6976457896183054, "train_nmi": 0.7321308285117928, "train_ari": -0.12884420965393717, "train_fscore": 0.3731125997545061, "train_adjacc": -1, "epoch": 559}
{"train_loss": 5.659779327474148, "train_cls": 3.653353372816559, "train_patch": 2.006425955282937, "train_lr": 0.0004210782395371461, "train_wd": 0.32608677508671624, "train_acc": 0.6980025354716227, "train_nmi": 0.7319905848441653, "train_ari": 0.09818557457462786, "train_fscore": 0.3721946165669345, "train_adjacc": -1, "epoch": 560}
{"train_loss": 5.65726943208064, "train_cls": 3.652374271544621, "train_patch": 2.004895160690867, "train_lr": 0.00041784415176764755, "train_wd": 0.3266569994300077, "train_acc": 0.6982156462330136, "train_nmi": 0.7320165917859569, "train_ari": -0.2111339397160477, "train_fscore": 0.3713751709791118, "train_adjacc": -1, "epoch": 561}
{"train_loss": 5.664557447083753, "train_cls": 3.6536482927396143, "train_patch": 2.0109091558330636, "train_lr": 0.00041461927818681264, "train_wd": 0.3272255789904256, "train_acc": 0.6994154676258992, "train_nmi": 0.731908413110535, "train_ari": -0.247394181285866, "train_fscore": 0.37153782602222724, "train_adjacc": -1, "epoch": 562}
{"train_loss": 5.669844577233378, "train_cls": 3.652487327905296, "train_patch": 2.0173572477200428, "train_lr": 0.0004114036697931759, "train_wd": 0.3277925049997719, "train_acc": 0.6993217925659473, "train_nmi": 0.7321470469868921, "train_ari": 0.10909912077726988, "train_fscore": 0.37263341322158655, "train_adjacc": -1, "epoch": 563}
{"train_loss": 5.666906857757355, "train_cls": 3.650795425394837, "train_patch": 2.016111430367358, "train_lr": 0.00040819737743874937, "train_wd": 0.328357768715346, "train_acc": 0.6996473133992805, "train_nmi": 0.7318644844832748, "train_ari": -16.64995712747332, "train_fscore": 0.37216475401472554, "train_adjacc": -1, "epoch": 564}
{"train_loss": 5.668617243985001, "train_cls": 3.6488991926113763, "train_patch": 2.019718051439138, "train_lr": 0.00040500045182822114, "train_wd": 0.32892136142008105, "train_acc": 0.6998924298061551, "train_nmi": 0.7325196865188021, "train_ari": 6.118849014785166, "train_fscore": 0.37477047727827506, "train_adjacc": -1, "epoch": 565}
{"train_loss": 5.676996975160426, "train_cls": 3.647621167137278, "train_patch": 2.0293758080886612, "train_lr": 0.00040181294351815085, "train_wd": 0.32948327442268, "train_acc": 0.7022522606914469, "train_nmi": 0.7325204034945689, "train_ari": -0.8848586422374112, "train_fscore": 0.3761222648752916, "train_adjacc": -1, "epoch": 566}
{"train_loss": 5.679440331759213, "train_cls": 3.6481740678981436, "train_patch": 2.0312662638134236, "train_lr": 0.000398634902916173, "train_wd": 0.3300434990577516, "train_acc": 0.7034021220523581, "train_nmi": 0.7326564210071668, "train_ari": 7.707236957073955, "train_fscore": 0.37647218170283825, "train_adjacc": -1, "epoch": 567}
{"train_loss": 5.691427889320966, "train_cls": 3.644660155562093, "train_patch": 2.046767735515805, "train_lr": 0.00039546638028019993, "train_wd": 0.33060202668593636, "train_acc": 0.7029712167765787, "train_nmi": 0.7332606704630424, "train_ari": 5.708629818527633, "train_fscore": 0.3778509116648846, "train_adjacc": -1, "epoch": 568}
{"train_loss": 5.685766340278798, "train_cls": 3.6454537215588285, "train_patch": 2.0403126184400513, "train_lr": 0.00039230742571762174, "train_wd": 0.3311588486940486, "train_acc": 0.7014224557853717, "train_nmi": 0.7329507673081141, "train_ari": 10.596203695051734, "train_fscore": 0.3778861985430499, "train_adjacc": -1, "epoch": 569}
{"train_loss": 5.695493057977667, "train_cls": 3.6424317655684373, "train_patch": 2.0530612929333314, "train_lr": 0.0003891580891845224, "train_wd": 0.3317139564952048, "train_acc": 0.7048267635891287, "train_nmi": 0.7332662476304298, "train_ari": 6.783045086603144, "train_fscore": 0.37891053856533086, "train_adjacc": -1, "epoch": 570}
{"train_loss": 5.688576614065803, "train_cls": 3.640815159983391, "train_patch": 2.0477614544218867, "train_lr": 0.00038601842048488196, "train_wd": 0.3322673415289537, "train_acc": 0.7017589053756994, "train_nmi": 0.7334964286136736, "train_ari": -3.141768246816242, "train_fscore": 0.38008459466507055, "train_adjacc": -1, "epoch": 571}
{"train_loss": 5.68779593051004, "train_cls": 3.6429627583467132, "train_patch": 2.0448331719250987, "train_lr": 0.0003828884692697943, "train_wd": 0.3328189952614157, "train_acc": 0.7011203537170264, "train_nmi": 0.7332764294186135, "train_ari": 10.72596141233566, "train_fscore": 0.38054185712751115, "train_adjacc": -1, "epoch": 572}
{"train_loss": 5.684254810869169, "train_cls": 3.6408260041694467, "train_patch": 2.0434288084030534, "train_lr": 0.00037976828503667926, "train_wd": 0.3333689091854078, "train_acc": 0.7032233588129496, "train_nmi": 0.7334521091915087, "train_ari": 1.6637794098542864, "train_fscore": 0.38101454880028934, "train_adjacc": -1, "epoch": 573}
{"train_loss": 5.695539356469155, "train_cls": 3.639397197549673, "train_patch": 2.056142159223223, "train_lr": 0.00037665791712849936, "train_wd": 0.3339170748205752, "train_acc": 0.7055207396582733, "train_nmi": 0.7341504790857665, "train_ari": -22.053719252883713, "train_fscore": 0.38229911244480086, "train_adjacc": -1, "epoch": 574}
{"train_loss": 5.703511907709398, "train_cls": 3.639461685701621, "train_patch": 2.064050221322871, "train_lr": 0.00037355741473298195, "train_wd": 0.33446348371352663, "train_acc": 0.7051257431554756, "train_nmi": 0.7342814544981205, "train_ari": 5.5508761541937375, "train_fscore": 0.382205570662958, "train_adjacc": -1, "epoch": 575}
{"train_loss": 5.709133730660811, "train_cls": 3.63856833496635, "train_patch": 2.070565395188227, "train_lr": 0.00037046682688183906, "train_wd": 0.33500812743796116, "train_acc": 0.7049063873900879, "train_nmi": 0.7342792966169522, "train_ari": -5.0625543132690085, "train_fscore": 0.38240597885497785, "train_adjacc": -1, "epoch": 576}
{"train_loss": 5.7171081327420055, "train_cls": 3.6377432354801087, "train_patch": 2.079364895695548, "train_lr": 0.00036738620244999485, "train_wd": 0.3355509975947998, "train_acc": 0.7043880520583533, "train_nmi": 0.7342993504763585, "train_ari": -2.358251740012011, "train_fscore": 0.3837431342851139, "train_adjacc": -1, "epoch": 577}
{"train_loss": 5.7239561502596175, "train_cls": 3.6369294286441267, "train_patch": 2.0870267218477623, "train_lr": 0.0003643155901548077, "train_wd": 0.33609208581231154, "train_acc": 0.7053685176858513, "train_nmi": 0.7347650398667759, "train_ari": 1.14243609486843, "train_fscore": 0.3859938761776905, "train_adjacc": -1, "epoch": 578}
{"train_loss": 5.745668822436405, "train_cls": 3.6363443717967976, "train_patch": 2.1093244523667605, "train_lr": 0.0003612550385553053, "train_wd": 0.336631383746247, "train_acc": 0.7071397569444444, "train_nmi": 0.7349877411985002, "train_ari": -0.5972444716141437, "train_fscore": 0.3870795108085432, "train_adjacc": -1, "epoch": 579}
{"train_loss": 5.749147097722327, "train_cls": 3.635950974458985, "train_patch": 2.1131961218637527, "train_lr": 0.0003582045960514127, "train_wd": 0.3371688830799656, "train_acc": 0.7087361360911271, "train_nmi": 0.7351681705953936, "train_ari": -0.8424818613129733, "train_fscore": 0.3878346261045604, "train_adjacc": -1, "epoch": 580}
{"train_loss": 5.751488091133767, "train_cls": 3.636182849212802, "train_patch": 2.1153052412837052, "train_lr": 0.00035516431088318995, "train_wd": 0.33770457552456173, "train_acc": 0.7075113346822542, "train_nmi": 0.7354527473738486, "train_ari": -0.9278175464611864, "train_fscore": 0.38822649879802584, "train_adjacc": -1, "epoch": 581}
{"train_loss": 5.763427044061734, "train_cls": 3.634221804811419, "train_patch": 2.129205238595188, "train_lr": 0.00035213423113006776, "train_wd": 0.3382384528189966, "train_acc": 0.7076729241606715, "train_nmi": 0.7354643565597413, "train_ari": -0.7874713865262608, "train_fscore": 0.3879289053238064, "train_adjacc": -1, "epoch": 582}
{"train_loss": 5.766217542590378, "train_cls": 3.6320159762954827, "train_patch": 2.1342015669321555, "train_lr": 0.00034911440471008606, "train_wd": 0.33877050673022124, "train_acc": 0.7051234012789768, "train_nmi": 0.7355207912791563, "train_ari": -1.0980129093230535, "train_fscore": 0.38777143645604395, "train_adjacc": -1, "epoch": 583}
{"train_loss": 5.781873423918832, "train_cls": 3.632136153958017, "train_patch": 2.149737269192529, "train_lr": 0.0003461048793791373, "train_wd": 0.339300729053305, "train_acc": 0.7057697591926458, "train_nmi": 0.7356357648601891, "train_ari": -0.7246043204712884, "train_fscore": 0.3887359132445425, "train_adjacc": -1, "epoch": 584}
{"train_loss": 5.799012228405828, "train_cls": 3.6318176941548606, "train_patch": 2.167194534697645, "train_lr": 0.0003431057027302124, "train_wd": 0.3398291116115651, "train_acc": 0.7077431804556354, "train_nmi": 0.7358335139498876, "train_ari": -0.16884063039769842, "train_fscore": 0.3900561613287657, "train_adjacc": -1, "epoch": 585}
{"train_loss": 5.809655343600029, "train_cls": 3.6310651491728905, "train_patch": 2.178590193015637, "train_lr": 0.0003401169221926463, "train_wd": 0.3403556462566881, "train_acc": 0.7089984262589928, "train_nmi": 0.736016479543941, "train_ari": -0.4525166293263069, "train_fscore": 0.3898301274423655, "train_adjacc": -1, "epoch": 586}
{"train_loss": 5.809275087192476, "train_cls": 3.6286374972068627, "train_patch": 2.180637590968304, "train_lr": 0.0003371385850313688, "train_wd": 0.34088032486886016, "train_acc": 0.70697270308753, "train_nmi": 0.7358334405614424, "train_ari": 4.501170674225365, "train_fscore": 0.38918659831844266, "train_adjacc": -1, "epoch": 587}
{"train_loss": 5.815816921224411, "train_cls": 3.626342336622645, "train_patch": 2.189474583309379, "train_lr": 0.0003341707383461578, "train_wd": 0.3414031393568861, "train_acc": 0.7091420613509193, "train_nmi": 0.7364246242804844, "train_ari": -0.8000177623422894, "train_fscore": 0.3912418588432099, "train_adjacc": -1, "epoch": 588}
{"train_loss": 5.815278547249442, "train_cls": 3.622056363536109, "train_patch": 2.19322218457691, "train_lr": 0.00033121342907089114, "train_wd": 0.3419240816583203, "train_acc": 0.7105089366007195, "train_nmi": 0.736731305064696, "train_ari": -8.752572466125244, "train_fscore": 0.391709019163834, "train_adjacc": -1, "epoch": 589}
{"train_loss": 5.834653216657593, "train_cls": 3.6213901307013967, "train_patch": 2.213263085289158, "train_lr": 0.00032826670397280964, "train_wd": 0.342443143739587, "train_acc": 0.7082373163968825, "train_nmi": 0.7367216242238483, "train_ari": 1.2139242281893552, "train_fscore": 0.39112332947445827, "train_adjacc": -1, "epoch": 590}
{"train_loss": 5.8570836594017095, "train_cls": 3.618979520494227, "train_patch": 2.2381041380558178, "train_lr": 0.0003253306096517725, "train_wd": 0.3429603175961091, "train_acc": 0.709039018784972, "train_nmi": 0.7369335917393013, "train_ari": 1.3437150319485873, "train_fscore": 0.3899841963781136, "train_adjacc": -1, "epoch": 591}
{"train_loss": 5.8646104050387775, "train_cls": 3.6152044825083154, "train_patch": 2.24940592438864, "train_lr": 0.0003224051925395235, "train_wd": 0.3434755952524244, "train_acc": 0.7120366207034372, "train_nmi": 0.7369513275250219, "train_ari": 1.5427491718986384, "train_fscore": 0.38929329300354837, "train_adjacc": -1, "epoch": 592}
{"train_loss": 5.865917720168614, "train_cls": 3.612632238774372, "train_patch": 2.2532854824722244, "train_lr": 0.00031949049889895537, "train_wd": 0.3439889687623139, "train_acc": 0.7118531737110312, "train_nmi": 0.7370634895005107, "train_ari": -3.3306717311196983, "train_fscore": 0.38895942689692553, "train_adjacc": -1, "epoch": 593}
{"train_loss": 5.875811654124424, "train_cls": 3.610659089007919, "train_patch": 2.265152567099753, "train_lr": 0.0003165865748233809, "train_wd": 0.3445004302089239, "train_acc": 0.7119554356514788, "train_nmi": 0.7373295838416478, "train_ari": -45.44201062379367, "train_fscore": 0.38878081478683474, "train_adjacc": -1, "epoch": 594}
{"train_loss": 5.8765412610021235, "train_cls": 3.608671577273608, "train_patch": 2.2678696855926495, "train_lr": 0.00031369346623579675, "train_wd": 0.3450099717048862, "train_acc": 0.7107946455335732, "train_nmi": 0.7375278609284022, "train_ari": 2.5280919019927377, "train_fscore": 0.38877115561310593, "train_adjacc": -1, "epoch": 595}
{"train_loss": 5.88719110170619, "train_cls": 3.6060186990921634, "train_patch": 2.2811724030428366, "train_lr": 0.0003108112188881678, "train_wd": 0.34551758539243993, "train_acc": 0.708408273381295, "train_nmi": 0.7376676684483509, "train_ari": -2.349850707507355, "train_fscore": 0.388419483979578, "train_adjacc": -1, "epoch": 596}
{"train_loss": 5.8979066121730686, "train_cls": 3.6035640404092892, "train_patch": 2.2943425717876016, "train_lr": 0.00030793987836069334, "train_wd": 0.3460232634435535, "train_acc": 0.7110296138089528, "train_nmi": 0.7378078898975101, "train_ari": -1.6092525541800788, "train_fscore": 0.38817732650569703, "train_adjacc": -1, "epoch": 597}
{"train_loss": 5.911290754350445, "train_cls": 3.600781469024438, "train_patch": 2.3105092861062047, "train_lr": 0.00030507949006109434, "train_wd": 0.34652699806004655, "train_acc": 0.7135518147981614, "train_nmi": 0.7378986991066371, "train_ari": 2.4374203253999434, "train_fscore": 0.38846502960912244, "train_adjacc": -1, "epoch": 598}
{"train_loss": 5.921972393393993, "train_cls": 3.5984703793133095, "train_patch": 2.3235020140032594, "train_lr": 0.00030223009922388986, "train_wd": 0.3470287814737095, "train_acc": 0.7135658660571543, "train_nmi": 0.7380942403188829, "train_ari": -3.979168258284125, "train_fscore": 0.3882065096789111, "train_adjacc": -1, "epoch": 599}
{"train_loss": 5.9373143617864805, "train_cls": 3.595052259169418, "train_patch": 2.3422621020155368, "train_lr": 0.00029939175090968424, "train_wd": 0.3475286059464191, "train_acc": 0.7148804393984812, "train_nmi": 0.7386821819609434, "train_ari": 1.921027586624105, "train_fscore": 0.3884102271321769, "train_adjacc": -1, "epoch": 600}
{"train_loss": 5.947871319109873, "train_cls": 3.5924127080219446, "train_patch": 2.3554586112487326, "train_lr": 0.0002965644900044542, "train_wd": 0.34802646377026414, "train_acc": 0.7160381070143885, "train_nmi": 0.7387769991743914, "train_ari": -3.808561670151562, "train_fscore": 0.3881548173382872, "train_adjacc": -1, "epoch": 601}
{"train_loss": 5.964165595652674, "train_cls": 3.5894678358337004, "train_patch": 2.374697762451393, "train_lr": 0.0002937483612188394, "train_wd": 0.34852234726766257, "train_acc": 0.717843693794964, "train_nmi": 0.7391136552169033, "train_ari": -1.5841862880136652, "train_fscore": 0.3874921134825021, "train_adjacc": -1, "epoch": 602}
{"train_loss": 5.971179580421661, "train_cls": 3.5869631692588473, "train_patch": 2.3842164107340036, "train_lr": 0.00029094340908743455, "train_wd": 0.3490162487914757, "train_acc": 0.7191730990207834, "train_nmi": 0.7391795301623967, "train_ari": 1.2105963508801694, "train_fscore": 0.3875251330823293, "train_adjacc": -1, "epoch": 603}
{"train_loss": 5.987411849695048, "train_cls": 3.5840929707796643, "train_patch": 2.403318879332283, "train_lr": 0.00028814967796808404, "train_wd": 0.3495081607251321, "train_acc": 0.7180794426958433, "train_nmi": 0.7393867231819229, "train_ari": -0.10380396907005884, "train_fscore": 0.38735266537142676, "train_adjacc": -1, "epoch": 604}
{"train_loss": 6.008241011298818, "train_cls": 3.580524719923997, "train_patch": 2.4277162909102765, "train_lr": 0.0002853672120411845, "train_wd": 0.34999807548274114, "train_acc": 0.7168405900279776, "train_nmi": 0.7396647134823635, "train_ari": -1.0003474977592066, "train_fscore": 0.38665331959995103, "train_adjacc": -1, "epoch": 605}
{"train_loss": 6.02082844522836, "train_cls": 3.577875832990586, "train_patch": 2.442952612297331, "train_lr": 0.00028259605530898106, "train_wd": 0.3504859855092112, "train_acc": 0.7196227393085531, "train_nmi": 0.7398220721709341, "train_ari": -0.10957362840415272, "train_fscore": 0.38736181232387906, "train_adjacc": -1, "epoch": 606}
{"train_loss": 6.026445115617902, "train_cls": 3.57376107733122, "train_patch": 2.4526840398768535, "train_lr": 0.00027983625159487465, "train_wd": 0.35097188328036494, "train_acc": 0.7209685376698641, "train_nmi": 0.7401441855879027, "train_ari": 0.713548864944416, "train_fscore": 0.38749868460597714, "train_adjacc": -1, "epoch": 607}
{"train_loss": 6.045243796732405, "train_cls": 3.57210222934838, "train_patch": 2.473141566061859, "train_lr": 0.0002770878445427292, "train_wd": 0.35145576130305994, "train_acc": 0.7207218600119905, "train_nmi": 0.7402073961670536, "train_ari": -14.283258314181271, "train_fscore": 0.38711793073267076, "train_adjacc": -1, "epoch": 608}
{"train_loss": 6.0475002463868295, "train_cls": 3.5683758867372997, "train_patch": 2.4791243600247386, "train_lr": 0.0002743508776161788, "train_wd": 0.3519376121152955, "train_acc": 0.7199498213928857, "train_nmi": 0.7400976255111414, "train_ari": 2.4825174616287318, "train_fscore": 0.3867714647156697, "train_adjacc": -1, "epoch": 609}
{"train_loss": 6.071077263826947, "train_cls": 3.566365466272231, "train_patch": 2.5047117987518117, "train_lr": 0.00027162539409794384, "train_wd": 0.3524174282863388, "train_acc": 0.7228443807454037, "train_nmi": 0.7406205001152696, "train_ari": -1.0673768883725014, "train_fscore": 0.3878165499901622, "train_adjacc": -1, "epoch": 610}
{"train_loss": 6.071345184322932, "train_cls": 3.562352466259262, "train_patch": 2.508992716294827, "train_lr": 0.0002689114370891427, "train_wd": 0.35289520241683003, "train_acc": 0.7214689186151079, "train_nmi": 0.7405753620380755, "train_ari": 3.678960625038632, "train_fscore": 0.3884162090548579, "train_adjacc": -1, "epoch": 611}
{"train_loss": 6.081019881651175, "train_cls": 3.5603848582596704, "train_patch": 2.5206350237845805, "train_lr": 0.0002662090495086152, "train_wd": 0.35337092713889995, "train_acc": 0.7200427158273381, "train_nmi": 0.7410232208467097, "train_ari": -4.190490310896139, "train_fscore": 0.3888140803698345, "train_adjacc": -1, "epoch": 612}
{"train_loss": 6.0882169557846995, "train_cls": 3.5557597784592, "train_patch": 2.532457177772177, "train_lr": 0.0002635182740922361, "train_wd": 0.35384459511628547, "train_acc": 0.7216906162569944, "train_nmi": 0.7407517750876655, "train_ari": 1.6508002468690521, "train_fscore": 0.3888291048786689, "train_adjacc": -1, "epoch": 613}
{"train_loss": 6.101716238674786, "train_cls": 3.5538868712697576, "train_patch": 2.5478293687093267, "train_lr": 0.00026083915339225014, "train_wd": 0.3543161990444415, "train_acc": 0.7231792690847322, "train_nmi": 0.7409645571371418, "train_ari": 10.148772608146121, "train_fscore": 0.3894649324000854, "train_adjacc": -1, "epoch": 614}
{"train_loss": 6.0855221150638, "train_cls": 3.5502391229930828, "train_patch": 2.535282991886091, "train_lr": 0.00025817172977658716, "train_wd": 0.35478573165065064, "train_acc": 0.7233471035671463, "train_nmi": 0.7411590592193761, "train_ari": 3.1954856560349634, "train_fscore": 0.3896511986610889, "train_adjacc": -1, "epoch": 615}
{"train_loss": 6.095392913793583, "train_cls": 3.5475656193175573, "train_patch": 2.547827295542097, "train_lr": 0.00025551604542820163, "train_wd": 0.35525318569414066, "train_acc": 0.7238966639188649, "train_nmi": 0.7415310277026435, "train_ari": -3.9282964342941242, "train_fscore": 0.39046705646626245, "train_adjacc": -1, "epoch": 616}
{"train_loss": 6.10451707436884, "train_cls": 3.5457671023577713, "train_patch": 2.558749973404703, "train_lr": 0.0002528721423444001, "train_wd": 0.3557185539661903, "train_acc": 0.723664037519984, "train_nmi": 0.7415434185496786, "train_ari": 106.87287255324958, "train_fscore": 0.3907374848193976, "train_adjacc": -1, "epoch": 617}
{"train_loss": 6.106394677877807, "train_cls": 3.5421516483397983, "train_patch": 2.564243028489806, "train_lr": 0.00025024006233617923, "train_wd": 0.35618182929024617, "train_acc": 0.7250465252797762, "train_nmi": 0.7417275105680898, "train_ari": -1.7738774712482315, "train_fscore": 0.39085337982461543, "train_adjacc": -1, "epoch": 618}
{"train_loss": 6.116640121840554, "train_cls": 3.5399160235524656, "train_patch": 2.5767240984905824, "train_lr": 0.00024761984702756574, "train_wd": 0.3566430045220291, "train_acc": 0.7249348958333334, "train_nmi": 0.7417912420828443, "train_ari": -2.0997239128918475, "train_fscore": 0.3908286891593091, "train_adjacc": -1, "epoch": 619}
{"train_loss": 6.112703983446391, "train_cls": 3.536298670750156, "train_patch": 2.5764053143161854, "train_lr": 0.0002450115378549541, "train_wd": 0.357102072549648, "train_acc": 0.7254704049260592, "train_nmi": 0.7421691816293069, "train_ari": -5.664331078184333, "train_fscore": 0.3909144616361567, "train_adjacc": -1, "epoch": 620}
{"train_loss": 6.118924323579581, "train_cls": 3.5335054314560552, "train_patch": 2.585418894100818, "train_lr": 0.0002424151760664549, "train_wd": 0.35755902629370484, "train_acc": 0.7267709270083933, "train_nmi": 0.74241035002192, "train_ari": 9.036885107262998, "train_fscore": 0.39138759403337015, "train_adjacc": -1, "epoch": 621}
{"train_loss": 6.115506063071753, "train_cls": 3.5307316105785986, "train_patch": 2.5847744535592247, "train_lr": 0.00023983080272124113, "train_wd": 0.3580138587074061, "train_acc": 0.7235992456035172, "train_nmi": 0.7426547818484202, "train_ari": 11.816782015882517, "train_fscore": 0.3921628049182701, "train_adjacc": -1, "epoch": 622}
{"train_loss": 6.123560816121044, "train_cls": 3.528137808271068, "train_patch": 2.5954230080405587, "train_lr": 0.00023725845868889962, "train_wd": 0.35846656277667577, "train_acc": 0.7235125961730615, "train_nmi": 0.7427795470909113, "train_ari": -2.2613293098719014, "train_fscore": 0.391961714264014, "train_adjacc": -1, "epoch": 623}
{"train_loss": 6.121651501511689, "train_cls": 3.5256154834747697, "train_patch": 2.5960360177034003, "train_lr": 0.00023469818464878385, "train_wd": 0.3589171315202561, "train_acc": 0.7257522107314148, "train_nmi": 0.7431083123396516, "train_ari": 2.8301260582395007, "train_fscore": 0.3934062773465793, "train_adjacc": -1, "epoch": 624}
{"train_loss": 6.139235932907041, "train_cls": 3.522020196361984, "train_patch": 2.6172157343235805, "train_lr": 0.0002321500210893714, "train_wd": 0.35936555798982034, "train_acc": 0.7254415217825739, "train_nmi": 0.7432926722327287, "train_ari": -0.9387798398564462, "train_fscore": 0.39398550252503817, "train_adjacc": -1, "epoch": 625}
{"train_loss": 6.1275401001782726, "train_cls": 3.519176723716928, "train_patch": 2.608363375931287, "train_lr": 0.0002296140083076219, "train_wd": 0.3598118352700757, "train_acc": 0.727484418715028, "train_nmi": 0.74329446811036, "train_ari": 5.699378423742829, "train_fscore": 0.393840673786991, "train_adjacc": -1, "epoch": 626}
{"train_loss": 6.124604196356927, "train_cls": 3.5147694630040633, "train_patch": 2.6098347338769647, "train_lr": 0.00022709018640834283, "train_wd": 0.3602559564788764, "train_acc": 0.7296350419664268, "train_nmi": 0.74353738237011, "train_ari": -1.1486497798168178, "train_fscore": 0.3945492520166394, "train_adjacc": -1, "epoch": 627}
{"train_loss": 6.122121354420599, "train_cls": 3.5121977964131763, "train_patch": 2.609923558835265, "train_lr": 0.00022457859530355283, "train_wd": 0.3606979147673234, "train_acc": 0.7304968525179856, "train_nmi": 0.7441938066469749, "train_ari": -0.48929906974182846, "train_fscore": 0.3958383634580601, "train_adjacc": -1, "epoch": 628}
{"train_loss": 6.1399377031768445, "train_cls": 3.5080227677008327, "train_patch": 2.6319149370542725, "train_lr": 0.0002220792747118518, "train_wd": 0.3611377033198726, "train_acc": 0.7268076164068745, "train_nmi": 0.7442325905884473, "train_ari": -0.8291588525460429, "train_fscore": 0.3960611512509941, "train_adjacc": -1, "epoch": 629}
{"train_loss": 6.1338977946651925, "train_cls": 3.505376212543054, "train_patch": 2.6285215822472083, "train_lr": 0.00021959226415779113, "train_wd": 0.36157531535444254, "train_acc": 0.7265523518685052, "train_nmi": 0.7442468471465061, "train_ari": 5.585631183372945, "train_fscore": 0.39689054764989495, "train_adjacc": -1, "epoch": 630}
{"train_loss": 6.153606716200983, "train_cls": 3.503058221426418, "train_patch": 2.650548495024705, "train_lr": 0.0002171176029712514, "train_wd": 0.36201074412251116, "train_acc": 0.7296451900979216, "train_nmi": 0.7443290689593608, "train_ari": -1.687315053528743, "train_fscore": 0.39637569261118366, "train_adjacc": -1, "epoch": 631}
{"train_loss": 6.1539893363067195, "train_cls": 3.4988871829615507, "train_patch": 2.655102153928827, "train_lr": 0.00021465533028681714, "train_wd": 0.36244398290922997, "train_acc": 0.7324507581434853, "train_nmi": 0.7449693836869848, "train_ari": -0.44393336655326343, "train_fscore": 0.3977487823371024, "train_adjacc": -1, "epoch": 632}
{"train_loss": 6.143710843641028, "train_cls": 3.495543347035857, "train_patch": 2.6481674976712415, "train_lr": 0.00021220548504316124, "train_wd": 0.3628750250335206, "train_acc": 0.7329987572442046, "train_nmi": 0.7448961135559984, "train_ari": 0.41406092491260993, "train_fscore": 0.3976565313366058, "train_adjacc": -1, "epoch": 633}
{"train_loss": 6.1500563821632515, "train_cls": 3.4909581818716893, "train_patch": 2.6590981986477886, "train_lr": 0.00020976810598242614, "train_wd": 0.36330386384818114, "train_acc": 0.732406262490008, "train_nmi": 0.7457298120715288, "train_ari": 17.99431914417697, "train_fscore": 0.3992533767773005, "train_adjacc": -1, "epoch": 634}
{"train_loss": 6.1717738080606, "train_cls": 3.488285197485551, "train_patch": 2.6834886104976245, "train_lr": 0.00020734323164961398, "train_wd": 0.363730492739986, "train_acc": 0.7324000174860112, "train_nmi": 0.7457893152245297, "train_ari": 2.0157968177820162, "train_fscore": 0.39938237445895924, "train_adjacc": -1, "epoch": 635}
{"train_loss": 6.156927691494151, "train_cls": 3.4853590197748034, "train_patch": 2.671568671671702, "train_lr": 0.00020493090039197455, "train_wd": 0.36415490512978943, "train_acc": 0.7337419127198241, "train_nmi": 0.7460094584644266, "train_ari": 4.527774273871282, "train_fscore": 0.3997606578155921, "train_adjacc": -1, "epoch": 636}
{"train_loss": 6.161491787571797, "train_cls": 3.4834421919070655, "train_patch": 2.6780495969452067, "train_lr": 0.00020253115035840085, "train_wd": 0.3645770944726267, "train_acc": 0.7379073303856915, "train_nmi": 0.7462275336742623, "train_ari": 3.7758944088462507, "train_fscore": 0.39978333831853524, "train_adjacc": -1, "epoch": 637}
{"train_loss": 6.176400612012373, "train_cls": 3.480213449012747, "train_patch": 2.6961871640478297, "train_lr": 0.00020014401949882405, "train_wd": 0.364997054257818, "train_acc": 0.7394709232613909, "train_nmi": 0.7466483441015542, "train_ari": 1.6191148395886472, "train_fscore": 0.40079413311223105, "train_adjacc": -1, "epoch": 638}
{"train_loss": 6.17542902766753, "train_cls": 3.475361494173249, "train_patch": 2.700067534447193, "train_lr": 0.00019776954556361459, "train_wd": 0.365414778009062, "train_acc": 0.7389346335431655, "train_nmi": 0.7467913633974232, "train_ari": 1.6455652166484527, "train_fscore": 0.40114159042892605, "train_adjacc": -1, "epoch": 639}
{"train_loss": 6.193991208557698, "train_cls": 3.47368238056354, "train_patch": 2.7203088289589807, "train_lr": 0.0001954077661029848, "train_wd": 0.36583025928454327, "train_acc": 0.7398799710231815, "train_nmi": 0.7468281199700463, "train_ari": -15.413439167370655, "train_fscore": 0.400943174086996, "train_adjacc": -1, "epoch": 640}
{"train_loss": 6.184143788475308, "train_cls": 3.4696469321120365, "train_patch": 2.7144968571136894, "train_lr": 0.0001930587184663949, "train_wd": 0.36624349167702513, "train_acc": 0.7408042316147082, "train_nmi": 0.7472995577338838, "train_ari": -2.0819435780638376, "train_fscore": 0.4020882758149852, "train_adjacc": -1, "epoch": 641}
{"train_loss": 6.196411368110292, "train_cls": 3.4658327436895013, "train_patch": 2.7305786230628915, "train_lr": 0.00019072243980196334, "train_wd": 0.36665446881395364, "train_acc": 0.7425270720923262, "train_nmi": 0.7473400283034245, "train_ari": -0.7413403386061145, "train_fscore": 0.4022115065568695, "train_adjacc": -1, "epoch": 642}
{"train_loss": 6.18482761617473, "train_cls": 3.4620514540411205, "train_patch": 2.72277616260411, "train_lr": 0.00018839896705587716, "train_wd": 0.3670631843575531, "train_acc": 0.7437417253697043, "train_nmi": 0.7476338854699753, "train_ari": 3.272655288796384, "train_fscore": 0.4028638322168562, "train_adjacc": -1, "epoch": 643}
{"train_loss": 6.194346816657926, "train_cls": 3.4588604832438827, "train_patch": 2.735486331698801, "train_lr": 0.0001860883369718107, "train_wd": 0.367469632004924, "train_acc": 0.7442600607014388, "train_nmi": 0.7479112813996315, "train_ari": 0.7896655194187153, "train_fscore": 0.40337399619038966, "train_adjacc": -1, "epoch": 644}
{"train_loss": 6.196003209868019, "train_cls": 3.4575895946279323, "train_patch": 2.738413615907125, "train_lr": 0.00018379058609034103, "train_wd": 0.3678738054881405, "train_acc": 0.7426363596622702, "train_nmi": 0.7479421085387185, "train_ari": -0.24366403457498712, "train_fscore": 0.403937752094592, "train_adjacc": -1, "epoch": 645}
{"train_loss": 6.203275281986554, "train_cls": 3.4531862527656134, "train_patch": 2.7500890289350663, "train_lr": 0.00018150575074837364, "train_wd": 0.3682756985743477, "train_acc": 0.7416434040267785, "train_nmi": 0.7485005955261056, "train_ari": 0.13774303144444572, "train_fscore": 0.40461902754295404, "train_adjacc": -1, "epoch": 646}
{"train_loss": 6.202191180128941, "train_cls": 3.4498753760048717, "train_patch": 2.752315803945398, "train_lr": 0.00017923386707856538, "train_wd": 0.3686753050658572, "train_acc": 0.7420110786370904, "train_nmi": 0.7487975368591262, "train_ari": 0.3530591122500687, "train_fscore": 0.40545915405225197, "train_adjacc": -1, "epoch": 647}
{"train_loss": 6.2121237949739925, "train_cls": 3.446989361164, "train_patch": 2.7651344327379666, "train_lr": 0.00017697497100875448, "train_wd": 0.3690726188002431, "train_acc": 0.7433678057553957, "train_nmi": 0.7487529047146378, "train_ari": 1.0395776406903239, "train_fscore": 0.40532601827294407, "train_adjacc": -1, "epoch": 648}
{"train_loss": 6.230712073931782, "train_cls": 3.443827881396627, "train_patch": 2.7868841915703317, "train_lr": 0.00017472909826139068, "train_wd": 0.36946763365043467, "train_acc": 0.7440297761790567, "train_nmi": 0.7491567555023528, "train_ari": -1.277022229649113, "train_fscore": 0.40666009051910584, "train_adjacc": -1, "epoch": 649}
{"train_loss": 6.227107024045108, "train_cls": 3.440431592907075, "train_patch": 2.786675431936098, "train_lr": 0.00017249628435297168, "train_wd": 0.36986034352481456, "train_acc": 0.7447565385191847, "train_nmi": 0.7490286349796241, "train_ari": -1.2145625660831536, "train_fscore": 0.40671563844912695, "train_adjacc": -1, "epoch": 650}
{"train_loss": 6.2525025174009805, "train_cls": 3.4381990001784812, "train_patch": 2.8143035187292917, "train_lr": 0.00017027656459348172, "train_wd": 0.37025074236731265, "train_acc": 0.7446292965627498, "train_nmi": 0.7493507265020927, "train_ari": -0.828261591691429, "train_fscore": 0.4071304545274035, "train_adjacc": -1, "epoch": 651}
{"train_loss": 6.249006241393222, "train_cls": 3.43472611365749, "train_patch": 2.814280126681574, "train_lr": 0.00016806997408583228, "train_wd": 0.3706388241574936, "train_acc": 0.7450477118305355, "train_nmi": 0.7493492930597967, "train_ari": 7.44055526699873, "train_fscore": 0.4070319147245794, "train_adjacc": -1, "epoch": 652}
{"train_loss": 6.254343602273295, "train_cls": 3.431275687057623, "train_patch": 2.823067916240052, "train_lr": 0.00016587654772530676, "train_wd": 0.3710245829106574, "train_acc": 0.746023493705036, "train_nmi": 0.7499074305846659, "train_ari": -1.8025814993939295, "train_fscore": 0.40796634619502903, "train_adjacc": -1, "epoch": 653}
{"train_loss": 6.270186008452225, "train_cls": 3.4263937387296814, "train_patch": 2.8437922694843163, "train_lr": 0.00016369632019901036, "train_wd": 0.3714080126779274, "train_acc": 0.7462366044664268, "train_nmi": 0.7504299061420263, "train_ari": -1.404266479627795, "train_fscore": 0.4090459888803843, "train_adjacc": -1, "epoch": 654}
{"train_loss": 6.265984264661749, "train_cls": 3.424183276834057, "train_patch": 2.841800986166052, "train_lr": 0.00016152932598531932, "train_wd": 0.37178910754633976, "train_acc": 0.7468993555155875, "train_nmi": 0.7503282735377863, "train_ari": -3.928742346868418, "train_fscore": 0.40851963001802266, "train_adjacc": -1, "epoch": 655}
{"train_loss": 6.252513077952783, "train_cls": 3.421341967358768, "train_patch": 2.8311711116422185, "train_lr": 0.000159375599353337, "train_wd": 0.3721678616389417, "train_acc": 0.7470437712330136, "train_nmi": 0.7506858050219745, "train_ari": -87.28284771440124, "train_fscore": 0.4092571492129905, "train_adjacc": -1, "epoch": 656}
{"train_loss": 6.27955865695608, "train_cls": 3.418600042232221, "train_patch": 2.8609586139257956, "train_lr": 0.00015723517436235217, "train_wd": 0.37254426911487737, "train_acc": 0.7462311400879297, "train_nmi": 0.7506604767254258, "train_ari": -2.9597200165183386, "train_fscore": 0.40932999109353646, "train_adjacc": -1, "epoch": 657}
{"train_loss": 6.276542004230592, "train_cls": 3.415127513279541, "train_patch": 2.861414491671691, "train_lr": 0.00015510808486129886, "train_wd": 0.3729183241694765, "train_acc": 0.7443068982314148, "train_nmi": 0.7508273490234643, "train_ari": -2.23652394949476, "train_fscore": 0.4096609656946715, "train_adjacc": -1, "epoch": 658}
{"train_loss": 6.298892770001261, "train_cls": 3.4105681604761586, "train_patch": 2.888324608173159, "train_lr": 0.00015299436448822275, "train_wd": 0.37329002103434783, "train_acc": 0.7444317983113509, "train_nmi": 0.7511487329239842, "train_ari": -8.424711945677238, "train_fscore": 0.41022036083952795, "train_adjacc": -1, "epoch": 659}
{"train_loss": 6.307435731307494, "train_cls": 3.40901650151284, "train_patch": 2.8984192308547687, "train_lr": 0.00015089404666974857, "train_wd": 0.3736593539774672, "train_acc": 0.746277196992406, "train_nmi": 0.7514007603672094, "train_ari": 1.7964536306706185, "train_fscore": 0.41020119298622687, "train_adjacc": -1, "epoch": 660}
{"train_loss": 6.291837000375171, "train_cls": 3.4055097226044544, "train_patch": 2.8863272773835966, "train_lr": 0.0001488071646205512, "train_wd": 0.37402631730326136, "train_acc": 0.7488181329936051, "train_nmi": 0.7516487495779662, "train_ari": -2.3093010999976635, "train_fscore": 0.4104094437569092, "train_adjacc": -1, "epoch": 661}
{"train_loss": 6.312252658805687, "train_cls": 3.3999783939166033, "train_patch": 2.912274266628148, "train_lr": 0.00014673375134283093, "train_wd": 0.3743909053527041, "train_acc": 0.7521420363709033, "train_nmi": 0.75164324023767, "train_ari": 2.4153510968491525, "train_fscore": 0.4109732472371236, "train_adjacc": -1, "epoch": 662}
{"train_loss": 6.3168925541243865, "train_cls": 3.397313573961254, "train_patch": 2.9195789798891707, "train_lr": 0.00014467383962579085, "train_wd": 0.3747531125033941, "train_acc": 0.7536705010991207, "train_nmi": 0.7520013093729983, "train_ari": 2.42588144875196, "train_fscore": 0.41220068054052433, "train_adjacc": -1, "epoch": 663}
{"train_loss": 6.321858021828959, "train_cls": 3.392079528870819, "train_patch": 2.929778495316597, "train_lr": 0.00014262746204511987, "train_wd": 0.3751129331696516, "train_acc": 0.7545049897581935, "train_nmi": 0.7522706578616027, "train_ari": -8.739241176970499, "train_fscore": 0.41240357575276043, "train_adjacc": -1, "epoch": 664}
{"train_loss": 6.31675351745219, "train_cls": 3.388737240390812, "train_patch": 2.928016276561099, "train_lr": 0.00014059465096247475, "train_wd": 0.3754703618025962, "train_acc": 0.7538875149880095, "train_nmi": 0.7524582116593445, "train_ari": -0.6010583790450161, "train_fscore": 0.41243528645994754, "train_adjacc": -1, "epoch": 665}
{"train_loss": 6.340566697071115, "train_cls": 3.385441151204155, "train_patch": 2.9551255469925874, "train_lr": 0.00013857543852497108, "train_wd": 0.3758253928902347, "train_acc": 0.7550514276079137, "train_nmi": 0.7525974097739145, "train_ari": 1.023547676843875, "train_fscore": 0.4129951560196797, "train_adjacc": -1, "epoch": 666}
{"train_loss": 6.341586833925461, "train_cls": 3.382360870496546, "train_patch": 2.9592259641555096, "train_lr": 0.0001365698566646741, "train_wd": 0.3761780209575514, "train_acc": 0.7547157586430855, "train_nmi": 0.7528504497302402, "train_ari": 0.694086835606683, "train_fscore": 0.41348489950767164, "train_adjacc": -1, "epoch": 667}
{"train_loss": 6.353585770542768, "train_cls": 3.3793228254925243, "train_patch": 2.9742629453837632, "train_lr": 0.00013457793709809344, "train_wd": 0.3765282405665821, "train_acc": 0.7543418390287769, "train_nmi": 0.752800624021272, "train_ari": -0.1516546652990798, "train_fscore": 0.41303782568904146, "train_adjacc": -1, "epoch": 668}
{"train_loss": 6.359247783414847, "train_cls": 3.3779405162846157, "train_patch": 2.981307269012232, "train_lr": 0.00013259971132568047, "train_wd": 0.3768760463165093, "train_acc": 0.753937475019984, "train_nmi": 0.7531147347041992, "train_ari": 0.727731977412946, "train_fscore": 0.4132994770479292, "train_adjacc": -1, "epoch": 669}
{"train_loss": 6.3716093227922395, "train_cls": 3.373672620903293, "train_patch": 2.9979367029609727, "train_lr": 0.00013063521063133297, "train_wd": 0.3772214328437374, "train_acc": 0.7538937599920064, "train_nmi": 0.753217322192616, "train_ari": 0.40293085442517473, "train_fscore": 0.4133371778815952, "train_adjacc": -1, "epoch": 670}
{"train_loss": 6.3814041312459375, "train_cls": 3.3693646889010207, "train_patch": 3.0120394424818975, "train_lr": 0.00012868446608189685, "train_wd": 0.3775643948219783, "train_acc": 0.7535260853816946, "train_nmi": 0.753324305507577, "train_ari": -2.7541510302603602, "train_fscore": 0.4135983560341247, "train_adjacc": -1, "epoch": 671}
{"train_loss": 6.3910386031575435, "train_cls": 3.3679045010551656, "train_patch": 3.0231341014174724, "train_lr": 0.00012674750852667834, "train_wd": 0.37790492696233485, "train_acc": 0.7535487235211831, "train_nmi": 0.753652556235335, "train_ari": -1.1336218076330202, "train_fscore": 0.4141675991178246, "train_adjacc": -1, "epoch": 672}
{"train_loss": 6.387869368044497, "train_cls": 3.363120560415929, "train_patch": 3.024748806163466, "train_lr": 0.0001248243685969541, "train_wd": 0.3782430240133802, "train_acc": 0.7539928994304557, "train_nmi": 0.7537805973176845, "train_ari": 0.47136719352162904, "train_fscore": 0.4143442196849212, "train_adjacc": -1, "epoch": 673}
{"train_loss": 6.406550897397012, "train_cls": 3.3600088819253933, "train_patch": 3.0465420156026437, "train_lr": 0.00012291507670548644, "train_wd": 0.37857868076123913, "train_acc": 0.7553902190747402, "train_nmi": 0.7539784922606005, "train_ari": 0.2044755741948449, "train_fscore": 0.4152721443916582, "train_adjacc": -1, "epoch": 674}
{"train_loss": 6.400041550421696, "train_cls": 3.3564829586102047, "train_patch": 3.0435585898937556, "train_lr": 0.00012101966304604392, "train_wd": 0.37891189202966985, "train_acc": 0.756656393635092, "train_nmi": 0.7542193287972615, "train_ari": 0.9588863134551212, "train_fscore": 0.41536659896803296, "train_adjacc": -1, "epoch": 675}
{"train_loss": 6.412017478597917, "train_cls": 3.3522681048948417, "train_patch": 3.0597493729288345, "train_lr": 0.00011913815759292255, "train_wd": 0.3792426526801418, "train_acc": 0.7577414630795364, "train_nmi": 0.7543714118000082, "train_ari": -0.012070448110131572, "train_fscore": 0.41581387669806474, "train_adjacc": -1, "epoch": 676}
{"train_loss": 6.412224285417705, "train_cls": 3.3485416160117714, "train_patch": 3.063682668143325, "train_lr": 0.00011727059010047365, "train_wd": 0.3795709576119174, "train_acc": 0.7587890625, "train_nmi": 0.7545748165365364, "train_ari": -13.50802824749257, "train_fscore": 0.41662607691068543, "train_adjacc": -1, "epoch": 677}
{"train_loss": 6.4295066664401865, "train_cls": 3.343772925668769, "train_patch": 3.0857337414861012, "train_lr": 0.0001154169901026295, "train_wd": 0.37989680176212715, "train_acc": 0.7582754109212629, "train_nmi": 0.7547929907005267, "train_ari": -0.5765129582578853, "train_fscore": 0.4166165188992617, "train_adjacc": -1, "epoch": 678}
{"train_loss": 6.430294350706797, "train_cls": 3.339409715361256, "train_patch": 3.0908846364056557, "train_lr": 0.0001135773869124414, "train_wd": 0.38022018010585285, "train_acc": 0.7590021732613909, "train_nmi": 0.7550524304849507, "train_ari": 1.374570305343501, "train_fscore": 0.41750455772311246, "train_adjacc": -1, "epoch": 679}
{"train_loss": 6.422839869960225, "train_cls": 3.3364420992841155, "train_patch": 3.0863977695921725, "train_lr": 0.00011175180962161193, "train_wd": 0.38054108765619926, "train_acc": 0.7597835793864908, "train_nmi": 0.7552684813205334, "train_ari": -2.407538218429529, "train_fscore": 0.4182174459718125, "train_adjacc": -1, "epoch": 680}
{"train_loss": 6.45844719833512, "train_cls": 3.3312635181857337, "train_patch": 3.1271836797443986, "train_lr": 0.00010994028710003634, "train_wd": 0.3808595194643752, "train_acc": 0.7613573203936851, "train_nmi": 0.7554211535290994, "train_ari": -1.7203699768173015, "train_fscore": 0.4182882178816511, "train_adjacc": -1, "epoch": 681}
{"train_loss": 6.433084582181857, "train_cls": 3.327476621114855, "train_patch": 3.10560796206756, "train_lr": 0.0001081428479953475, "train_wd": 0.3811754706197681, "train_acc": 0.7620653477218226, "train_nmi": 0.7557585578044776, "train_ari": 2.347054140906062, "train_fscore": 0.41901987654010475, "train_adjacc": -1, "epoch": 682}
{"train_loss": 6.462669623079155, "train_cls": 3.322964621926669, "train_patch": 3.139705000711764, "train_lr": 0.00010635952073245998, "train_wd": 0.3814889362500203, "train_acc": 0.7632643884892086, "train_nmi": 0.7559861177894686, "train_ari": 1.4290950081850413, "train_fscore": 0.4191121304810973, "train_adjacc": -1, "epoch": 683}
{"train_loss": 6.471724399512143, "train_cls": 3.3188174416025955, "train_patch": 3.1529069567184083, "train_lr": 0.00010459033351312247, "train_wd": 0.38179991152110476, "train_acc": 0.7644158111011191, "train_nmi": 0.7562309636308103, "train_ari": 1.9010769464783863, "train_fscore": 0.4196077144667026, "train_adjacc": -1, "epoch": 684}
{"train_loss": 6.4702761301891405, "train_cls": 3.314438778147709, "train_patch": 3.1558373515649762, "train_lr": 0.00010283531431547174, "train_wd": 0.3821083916373976, "train_acc": 0.7656554443944844, "train_nmi": 0.7562266223095508, "train_ari": -6.63975335164998, "train_fscore": 0.4196932456145556, "train_adjacc": -1, "epoch": 685}
{"train_loss": 6.470710690882948, "train_cls": 3.309909573454651, "train_patch": 3.1608011179404865, "train_lr": 0.00010109449089358891, "train_wd": 0.3824143718417532, "train_acc": 0.766002042116307, "train_nmi": 0.7563273402033949, "train_ari": -2.953722112709843, "train_fscore": 0.41997581408263396, "train_adjacc": -1, "epoch": 686}
{"train_loss": 6.491099315605385, "train_cls": 3.3060878720834292, "train_patch": 3.1850114433671073, "train_lr": 9.936789077706263e-05, "train_wd": 0.3827178474155795, "train_acc": 0.7670074877597922, "train_nmi": 0.7568945797223695, "train_ari": -2.9962970353805, "train_fscore": 0.42083383107574635, "train_adjacc": -1, "epoch": 687}
{"train_loss": 6.4988133616441734, "train_cls": 3.302917082318299, "train_patch": 3.1958962785158986, "train_lr": 9.765554127055141e-05, "train_wd": 0.3830188136789065, "train_acc": 0.768138614108713, "train_nmi": 0.7569806228455298, "train_ari": 2.93605597599777, "train_fscore": 0.4210900785874295, "train_adjacc": -1, "epoch": 688}
{"train_loss": 6.519010231935149, "train_cls": 3.295696990357505, "train_patch": 3.223313241934986, "train_lr": 9.595746945335346e-05, "train_wd": 0.3833172659904633, "train_acc": 0.7679434577338129, "train_nmi": 0.757276879633928, "train_ari": 1.7549492659558712, "train_fscore": 0.42206660144235336, "train_adjacc": -1, "epoch": 689}
{"train_loss": 6.5199854534259325, "train_cls": 3.293713599217119, "train_patch": 3.226271854220725, "train_lr": 9.427370217897792e-05, "train_wd": 0.38361319974774455, "train_acc": 0.7660028227418065, "train_nmi": 0.7573099110713112, "train_ari": -1.5109983794393729, "train_fscore": 0.422209249073987, "train_adjacc": -1, "epoch": 690}
{"train_loss": 6.5057175343842815, "train_cls": 3.2882228887243143, "train_patch": 3.217494645779081, "train_lr": 9.260426607472009e-05, "train_wd": 0.38390661038708807, "train_acc": 0.7662994604316546, "train_nmi": 0.7575808116340926, "train_ari": -2.3227416212479715, "train_fscore": 0.4229142558028263, "train_adjacc": -1, "epoch": 691}
{"train_loss": 6.524408109349122, "train_cls": 3.285157959345433, "train_patch": 3.239250149396207, "train_lr": 9.094918754124043e-05, "train_wd": 0.3841974933837363, "train_acc": 0.7665789243605116, "train_nmi": 0.7578820485870797, "train_ari": -2.2873886696685997, "train_fscore": 0.42299551183654704, "train_adjacc": -1, "epoch": 692}
{"train_loss": 6.527274577285079, "train_cls": 3.279742468365853, "train_patch": 3.2475321100627204, "train_lr": 8.930849275214702e-05, "train_wd": 0.3844858442519147, "train_acc": 0.7689762252697842, "train_nmi": 0.7578912001361354, "train_ari": 1.489009325117326, "train_fscore": 0.42304163621487967, "train_adjacc": -1, "epoch": 693}
{"train_loss": 6.526633270876966, "train_cls": 3.2748410993581003, "train_patch": 3.251792169898915, "train_lr": 8.768220765358173e-05, "train_wd": 0.38477165854489637, "train_acc": 0.7700753459732215, "train_nmi": 0.7581080651856825, "train_ari": 2.2358278594253935, "train_fscore": 0.4235444361446048, "train_adjacc": -1, "epoch": 694}
{"train_loss": 6.542880109531416, "train_cls": 3.2709670593436484, "train_patch": 3.2719130499971856, "train_lr": 8.607035796381023e-05, "train_wd": 0.385054931855071, "train_acc": 0.7713376174060751, "train_nmi": 0.7583565101739937, "train_ari": 0.8591507041220318, "train_fscore": 0.42405789851759207, "train_adjacc": -1, "epoch": 695}
{"train_loss": 6.564626854648598, "train_cls": 3.266322194195861, "train_patch": 3.2983046626087003, "train_lr": 8.44729691728142e-05, "train_wd": 0.38533565981401385, "train_acc": 0.7720159809652278, "train_nmi": 0.7586173007861641, "train_ari": -1.1776196311219578, "train_fscore": 0.4242308423224193, "train_adjacc": -1, "epoch": 696}
{"train_loss": 6.549793628337, "train_cls": 3.2610257176829758, "train_patch": 3.2887679119047215, "train_lr": 8.289006654188972e-05, "train_wd": 0.3856138380925512, "train_acc": 0.7739066559252598, "train_nmi": 0.7588044749034288, "train_ari": -2.854442335440685, "train_fscore": 0.42488715776757546, "train_adjacc": -1, "epoch": 697}
{"train_loss": 6.5681145745072715, "train_cls": 3.257310064254905, "train_patch": 3.3108045092518097, "train_lr": 8.132167510324661e-05, "train_wd": 0.38588946240083244, "train_acc": 0.775304756195044, "train_nmi": 0.7590085505130271, "train_ari": -0.21299476263475914, "train_fscore": 0.4253238975699904, "train_adjacc": -1, "epoch": 698}
{"train_loss": 6.565802417856326, "train_cls": 3.253252357030086, "train_patch": 3.312550060897708, "train_lr": 7.976781965961278e-05, "train_wd": 0.3861625284883878, "train_acc": 0.7746224895083933, "train_nmi": 0.7592416864511605, "train_ari": 0.30734081288679477, "train_fscore": 0.42574173791825837, "train_adjacc": -1, "epoch": 699}
{"train_loss": 6.578609587167569, "train_cls": 3.246966715720441, "train_patch": 3.331642872340483, "train_lr": 7.822852478384279e-05, "train_wd": 0.38643303214420205, "train_acc": 0.7761189485911271, "train_nmi": 0.7597594301044295, "train_ari": 1.6520108955771486, "train_fscore": 0.42645649340851777, "train_adjacc": -1, "epoch": 700}
{"train_loss": 6.585949035666639, "train_cls": 3.244517914742398, "train_patch": 3.3414311208885064, "train_lr": 7.670381481852788e-05, "train_wd": 0.3867009691967731, "train_acc": 0.7761892048860911, "train_nmi": 0.7596175465624079, "train_ari": 0.8668284086123251, "train_fscore": 0.4261689043796264, "train_adjacc": -1, "epoch": 701}
{"train_loss": 6.552662771549538, "train_cls": 3.238233014155063, "train_patch": 3.31442975676317, "train_lr": 7.519371387561269e-05, "train_wd": 0.38696633551417847, "train_acc": 0.7783866656674661, "train_nmi": 0.7598534681601877, "train_ari": 21.802318225631208, "train_fscore": 0.42642205434961034, "train_adjacc": -1, "epoch": 702}
{"train_loss": 6.593954191433726, "train_cls": 3.23382765431103, "train_patch": 3.3601265370035818, "train_lr": 7.369824583601228e-05, "train_wd": 0.38722912700414475, "train_acc": 0.779250037470024, "train_nmi": 0.7600241107621389, "train_ari": 2.3942866241778473, "train_fscore": 0.4269806724285099, "train_adjacc": -1, "epoch": 703}
{"train_loss": 6.582068208477003, "train_cls": 3.2308053647418866, "train_patch": 3.351262844830966, "train_lr": 7.221743434923574e-05, "train_wd": 0.3874893396141, "train_acc": 0.7805162120303757, "train_nmi": 0.7603162152117062, "train_ari": 1.4171501037291359, "train_fscore": 0.4272604359085729, "train_adjacc": -1, "epoch": 704}
{"train_loss": 6.583324795098995, "train_cls": 3.224661371869435, "train_patch": 3.3586634233367625, "train_lr": 7.075130283301115e-05, "train_wd": 0.3877469693312439, "train_acc": 0.7811594474420464, "train_nmi": 0.7605093942215244, "train_ari": 2.7844699876246137, "train_fscore": 0.4277381422173102, "train_adjacc": -1, "epoch": 705}
{"train_loss": 6.6009744859809025, "train_cls": 3.2207177678029315, "train_patch": 3.380256718308996, "train_lr": 6.929987447291631e-05, "train_wd": 0.3880020121826082, "train_acc": 0.7818986997901679, "train_nmi": 0.7608311246994892, "train_ari": 3.019757346217248, "train_fscore": 0.42840618016452386, "train_adjacc": -1, "epoch": 706}
{"train_loss": 6.59074405907727, "train_cls": 3.2158946223157963, "train_patch": 3.374849436213549, "train_lr": 6.786317222201182e-05, "train_wd": 0.3882544642351157, "train_acc": 0.7834529251598721, "train_nmi": 0.761030318427233, "train_ari": 563.1912191563435, "train_fscore": 0.4284568164840992, "train_adjacc": -1, "epoch": 707}
{"train_loss": 6.599806111255329, "train_cls": 3.2108131278571275, "train_patch": 3.388992984196265, "train_lr": 6.644121880047646e-05, "train_wd": 0.38850432159564435, "train_acc": 0.7847776466326939, "train_nmi": 0.761251254940769, "train_ari": -5.164723035691384, "train_fscore": 0.4289364566101323, "train_adjacc": -1, "epoch": 708}
{"train_loss": 6.599042918279969, "train_cls": 3.206226041193584, "train_patch": 3.392816876979183, "train_lr": 6.503403669525117e-05, "train_wd": 0.388751580411085, "train_acc": 0.7852335319244604, "train_nmi": 0.7613738623006892, "train_ari": -8.866937463519008, "train_fscore": 0.42901152385581626, "train_adjacc": -1, "epoch": 709}
{"train_loss": 6.608601115685668, "train_cls": 3.2028114032640542, "train_patch": 3.405789712100006, "train_lr": 6.364164815968e-05, "train_wd": 0.3889962368683992, "train_acc": 0.7860531886990407, "train_nmi": 0.7615370427808232, "train_ari": 12.88923746950996, "train_fscore": 0.4297085064294653, "train_adjacc": -1, "epoch": 710}
{"train_loss": 6.609631624439066, "train_cls": 3.197639358820294, "train_patch": 3.4119922672506338, "train_lr": 6.226407521316069e-05, "train_wd": 0.3892382871946824, "train_acc": 0.7871749475419664, "train_nmi": 0.761694919904367, "train_ari": 3.2197001863631467, "train_fscore": 0.4299072551339257, "train_adjacc": -1, "epoch": 711}
{"train_loss": 6.607901986077916, "train_cls": 3.1930098978521153, "train_patch": 3.4148920875825852, "train_lr": 6.090133964079501e-05, "train_wd": 0.3894777276572202, "train_acc": 0.7868587942146283, "train_nmi": 0.761879720171929, "train_ari": 19.806105948471885, "train_fscore": 0.4299850248814423, "train_adjacc": -1, "epoch": 712}
{"train_loss": 6.614868250658377, "train_cls": 3.1889991011860657, "train_patch": 3.425869149817742, "train_lr": 5.95534629930447e-05, "train_wd": 0.3897145545635429, "train_acc": 0.7857737247701838, "train_nmi": 0.7620592764036769, "train_ari": 1.2177547008845357, "train_fscore": 0.43064733063596455, "train_adjacc": -1, "epoch": 713}
{"train_loss": 6.611511265988544, "train_cls": 3.183752597021542, "train_patch": 3.427758668478635, "train_lr": 5.822046658539119e-05, "train_wd": 0.389948764261488, "train_acc": 0.7858330523081535, "train_nmi": 0.76212965228723, "train_ari": -1.207753067200847, "train_fscore": 0.4310927940068472, "train_adjacc": -1, "epoch": 714}
{"train_loss": 6.606534280222383, "train_cls": 3.1794609337401907, "train_patch": 3.4270733462201415, "train_lr": 5.690237149799752e-05, "train_wd": 0.39018035313925115, "train_acc": 0.7858595935751399, "train_nmi": 0.7621539452207781, "train_ari": 3.452023582033906, "train_fscore": 0.43137648944922036, "train_adjacc": -1, "epoch": 715}
{"train_loss": 6.627641797161026, "train_cls": 3.1735885602464493, "train_patch": 3.454053236116513, "train_lr": 5.559919857537561e-05, "train_wd": 0.39040931762544506, "train_acc": 0.7852842725819345, "train_nmi": 0.7624401755033524, "train_ari": 1.1029960063130817, "train_fscore": 0.4320252004662975, "train_adjacc": -1, "epoch": 716}
{"train_loss": 6.6276922904663715, "train_cls": 3.1694998131405345, "train_patch": 3.458192478588445, "train_lr": 5.4310968426056876e-05, "train_wd": 0.3906356541891561, "train_acc": 0.7862904988509193, "train_nmi": 0.7624567751282548, "train_ari": -1.0687412439383657, "train_fscore": 0.4321257097081957, "train_adjacc": -1, "epoch": 717}
{"train_loss": 6.630071198220828, "train_cls": 3.1651252698864965, "train_patch": 3.464945928775054, "train_lr": 5.30377014222653e-05, "train_wd": 0.39085935933999255, "train_acc": 0.7875793115507594, "train_nmi": 0.7626903319861693, "train_ari": -1.0803439467806848, "train_fscore": 0.43263397974787315, "train_adjacc": -1, "epoch": 718}
{"train_loss": 6.619777137712894, "train_cls": 3.1589581223605254, "train_patch": 3.4608190141016726, "train_lr": 5.177941769959642e-05, "train_wd": 0.3910804296281455, "train_acc": 0.7879423024080735, "train_nmi": 0.7629121007504922, "train_ari": 0.5370908979881638, "train_fscore": 0.43277115503156766, "train_adjacc": -1, "epoch": 719}
{"train_loss": 6.636703249790686, "train_cls": 3.155078320563745, "train_patch": 3.481624928750485, "train_lr": 5.0536137156698195e-05, "train_wd": 0.3912988616444363, "train_acc": 0.7879212255195843, "train_nmi": 0.7630777401741575, "train_ari": 0.22309118198937736, "train_fscore": 0.4329616426269969, "train_adjacc": -1, "epoch": 720}
{"train_loss": 6.643185716834095, "train_cls": 3.1507126365562708, "train_patch": 3.4924730802659125, "train_lr": 4.9307879454956404e-05, "train_wd": 0.3915146520203747, "train_acc": 0.7872834544864109, "train_nmi": 0.7632140974557764, "train_ari": 0.1312135948718092, "train_fscore": 0.4328393734871618, "train_adjacc": -1, "epoch": 721}
{"train_loss": 6.638809022214487, "train_cls": 3.1457057044827206, "train_patch": 3.493103316099905, "train_lr": 4.8094664018184056e-05, "train_wd": 0.39172779742820396, "train_acc": 0.7880914018784972, "train_nmi": 0.7633863721967145, "train_ari": -1.5879996441770658, "train_fscore": 0.43324574894863205, "train_adjacc": -1, "epoch": 722}
{"train_loss": 6.6240137388094436, "train_cls": 3.141035780667973, "train_patch": 3.4829779591182057, "train_lr": 4.689651003231399e-05, "train_wd": 0.39193829458096024, "train_acc": 0.7889735086930456, "train_nmi": 0.7634305605575068, "train_ari": 1.9032429549376637, "train_fscore": 0.4329330680208265, "train_adjacc": -1, "epoch": 723}
{"train_loss": 6.638443338761418, "train_cls": 3.136832101358403, "train_patch": 3.501611237927116, "train_lr": 4.57134364450953e-05, "train_wd": 0.3921461402325163, "train_acc": 0.7901514725719424, "train_nmi": 0.763605869870752, "train_ari": -0.10115073310624184, "train_fscore": 0.4335954577862453, "train_adjacc": -1, "epoch": 724}
{"train_loss": 6.6267199922236895, "train_cls": 3.132064687488653, "train_patch": 3.4946553051162015, "train_lr": 4.4545461965793996e-05, "train_wd": 0.39235133117763504, "train_acc": 0.7919149055755396, "train_nmi": 0.763944737348328, "train_ari": -0.6093346504891318, "train_fscore": 0.4335227535334416, "train_adjacc": -1, "epoch": 725}
{"train_loss": 6.635908044570927, "train_cls": 3.126363604450874, "train_patch": 3.5095444418472064, "train_lr": 4.3392605064896956e-05, "train_wd": 0.3925538642520187, "train_acc": 0.7942154089228617, "train_nmi": 0.7639492179708326, "train_ari": 4.6436907976283, "train_fscore": 0.43365086917807183, "train_adjacc": -1, "epoch": 726}
{"train_loss": 6.64274997474383, "train_cls": 3.12044895231295, "train_patch": 3.5223010215375252, "train_lr": 4.2254883973819916e-05, "train_wd": 0.39275373633235505, "train_acc": 0.7962707958633094, "train_nmi": 0.76403899445717, "train_ari": -1.275100497399226, "train_fscore": 0.4337599091246933, "train_adjacc": -1, "epoch": 727}
{"train_loss": 6.627768188572044, "train_cls": 3.116530042079141, "train_patch": 3.511238146135561, "train_lr": 4.113231668461898e-05, "train_wd": 0.392950944336372, "train_acc": 0.7982528040067945, "train_nmi": 0.7641240385330456, "train_ari": 1.0469922818410187, "train_fscore": 0.4343194695576766, "train_adjacc": -1, "epoch": 728}
{"train_loss": 6.615606224675068, "train_cls": 3.1133321868263177, "train_patch": 3.5022740378487502, "train_lr": 4.002492094970667e-05, "train_wd": 0.39314548522287607, "train_acc": 0.7989959594824141, "train_nmi": 0.7643155472843141, "train_ari": 1.093790617603741, "train_fscore": 0.43474416437897745, "train_adjacc": -1, "epoch": 729}
{"train_loss": 6.638457642113276, "train_cls": 3.1075252409247187, "train_patch": 3.5309323989730372, "train_lr": 3.893271428157e-05, "train_wd": 0.3933373559918074, "train_acc": 0.8005228629596323, "train_nmi": 0.7645413218894184, "train_ari": 1.273105985874647, "train_fscore": 0.43527422689271217, "train_adjacc": -1, "epoch": 730}
{"train_loss": 6.653508621535236, "train_cls": 3.1024303626027896, "train_patch": 3.5510782588014216, "train_lr": 3.785571395249506e-05, "train_wd": 0.39352655368428063, "train_acc": 0.8011481439848122, "train_nmi": 0.7647675086080069, "train_ari": 1.9619728737290483, "train_fscore": 0.43564875472498593, "train_adjacc": -1, "epoch": 731}
{"train_loss": 6.644492447304783, "train_cls": 3.0966834465472055, "train_patch": 3.547809000900514, "train_lr": 3.679393699429259e-05, "train_wd": 0.39371307538263295, "train_acc": 0.801812456284972, "train_nmi": 0.7647622875790778, "train_ari": 1.5004628647531952, "train_fscore": 0.4356863246309815, "train_adjacc": -1, "epoch": 732}
{"train_loss": 6.623282848383121, "train_cls": 3.0927534910390895, "train_patch": 3.5305293596191087, "train_lr": 3.574740019802942e-05, "train_wd": 0.3938969182104701, "train_acc": 0.8030474058253397, "train_nmi": 0.7652077122832063, "train_ari": 3.2374763951057637, "train_fscore": 0.43639743500805595, "train_adjacc": -1, "epoch": 733}
{"train_loss": 6.647537136035, "train_cls": 3.0876301173731195, "train_patch": 3.559907019162159, "train_lr": 3.47161201137623e-05, "train_wd": 0.39407807933270755, "train_acc": 0.8032730065947242, "train_nmi": 0.7650567466329019, "train_ari": 2.789321588460926, "train_fscore": 0.43634785879331384, "train_adjacc": -1, "epoch": 734}
{"train_loss": 6.625051232288591, "train_cls": 3.082944498347531, "train_patch": 3.5421067345366297, "train_lr": 3.3700113050276876e-05, "train_wd": 0.39425655595561726, "train_acc": 0.8041059340027977, "train_nmi": 0.7653388868578341, "train_ari": 2.7723822383520704, "train_fscore": 0.4365388709594569, "train_adjacc": -1, "epoch": 735}
{"train_loss": 6.645135128645779, "train_cls": 3.0784073799467393, "train_patch": 3.5667277466741014, "train_lr": 3.269939507482931e-05, "train_wd": 0.3944323453268688, "train_acc": 0.8041980478117506, "train_nmi": 0.7653266581932507, "train_ari": 2.4583989241428466, "train_fscore": 0.4364898103353742, "train_adjacc": -1, "epoch": 736}
{"train_loss": 6.615337095029062, "train_cls": 3.074153458126348, "train_patch": 3.541183636855069, "train_lr": 3.171398201289246e-05, "train_wd": 0.3946054447355712, "train_acc": 0.805341664168665, "train_nmi": 0.7655484640806733, "train_ari": -2.775989570993618, "train_fscore": 0.4367592937269339, "train_adjacc": -1, "epoch": 737}
{"train_loss": 6.63291612469988, "train_cls": 3.068773767287783, "train_patch": 3.564142356089932, "train_lr": 3.074388944790509e-05, "train_wd": 0.3947758515123191, "train_acc": 0.8060809165167866, "train_nmi": 0.7656857765779094, "train_ari": -3.2074917119394892, "train_fscore": 0.43720374247127747, "train_adjacc": -1, "epoch": 738}
{"train_loss": 6.635897049777133, "train_cls": 3.0649109832364783, "train_patch": 3.5709860664215403, "train_lr": 2.9789132721026154e-05, "train_wd": 0.39494356302922856, "train_acc": 0.8062222097322143, "train_nmi": 0.7656878616325701, "train_ari": -3.7279166791748763, "train_fscore": 0.4369353809782259, "train_adjacc": -1, "epoch": 739}
{"train_loss": 6.626566684312767, "train_cls": 3.0597259109731105, "train_patch": 3.566840773375391, "train_lr": 2.8849726930891564e-05, "train_wd": 0.39510857669998145, "train_acc": 0.8069075989208633, "train_nmi": 0.7656679477055067, "train_ari": -3.3823269525810833, "train_fscore": 0.4370333272640238, "train_adjacc": -1, "epoch": 740}
{"train_loss": 6.63366901557699, "train_cls": 3.0549712701381253, "train_patch": 3.578697746737207, "train_lr": 2.792568693337615e-05, "train_wd": 0.39527088997986165, "train_acc": 0.8080340415167866, "train_nmi": 0.7658313650682814, "train_ari": -3.1905396686315703, "train_fscore": 0.43708240382387686, "train_adjacc": -1, "epoch": 741}
{"train_loss": 6.6150607457406805, "train_cls": 3.050020265028917, "train_patch": 3.565040479782674, "train_lr": 2.7017027341357784e-05, "train_wd": 0.39543050036579724, "train_acc": 0.8091214528377298, "train_nmi": 0.766083601162338, "train_ari": -9.127554717829756, "train_fscore": 0.43774813657044176, "train_adjacc": -1, "epoch": 742}
{"train_loss": 6.614951623834485, "train_cls": 3.046976190557678, "train_patch": 3.5679754330624016, "train_lr": 2.612376252448708e-05, "train_wd": 0.3955874053963998, "train_acc": 0.8092970935751399, "train_nmi": 0.765996405239252, "train_ari": -8.187148590267718, "train_fscore": 0.4377279558881618, "train_adjacc": -1, "epoch": 743}
{"train_loss": 6.614207209443017, "train_cls": 3.0414832679154298, "train_patch": 3.5727239402173327, "train_lr": 2.5245906608959685e-05, "train_wd": 0.395741602651999, "train_acc": 0.8102455535571543, "train_nmi": 0.7662963117697353, "train_ari": -8.825610367329642, "train_fscore": 0.4380127927798579, "train_adjacc": -1, "epoch": 744}
{"train_loss": 6.62300146645684, "train_cls": 3.037651689266034, "train_patch": 3.585349777250362, "train_lr": 2.4383473477293207e-05, "train_wd": 0.3958930897546826, "train_acc": 0.8105047212230215, "train_nmi": 0.7662154187296679, "train_ari": -3.499896238696221, "train_fscore": 0.4380552764634015, "train_adjacc": -1, "epoch": 745}
{"train_loss": 6.6071279510367305, "train_cls": 3.0333861759383614, "train_patch": 3.5737417738595836, "train_lr": 2.3536476768107357e-05, "train_wd": 0.396041864368333, "train_acc": 0.8107716951438849, "train_nmi": 0.7663035382963528, "train_ari": -71.88218168045837, "train_fscore": 0.43830503438211904, "train_adjacc": -1, "epoch": 746}
{"train_loss": 6.6094729472502625, "train_cls": 3.0283142275494828, "train_patch": 3.5811587188312477, "train_lr": 2.270492987590852e-05, "train_wd": 0.39618792419866006, "train_acc": 0.810962948391287, "train_nmi": 0.7663616235529401, "train_ari": 24.075257335101544, "train_fscore": 0.4384384583499779, "train_adjacc": -1, "epoch": 747}
{"train_loss": 6.599137519856247, "train_cls": 3.0242185753693493, "train_patch": 3.5749189442844034, "train_lr": 2.1888845950878003e-05, "train_wd": 0.39633126699324067, "train_acc": 0.8120737784772182, "train_nmi": 0.7667604330557063, "train_ari": 18.29646579185166, "train_fscore": 0.43883571756866213, "train_adjacc": -1, "epoch": 748}
{"train_loss": 6.600571540691298, "train_cls": 3.0196321265731783, "train_patch": 3.5809394117358395, "train_lr": 2.108823789866351e-05, "train_wd": 0.3964718905415523, "train_acc": 0.8122580060951239, "train_nmi": 0.7668096892176003, "train_ari": -14.664362006282655, "train_fscore": 0.43885106503506954, "train_adjacc": -1, "epoch": 749}
{"train_loss": 6.602843384567401, "train_cls": 3.0157939944264416, "train_patch": 3.587049391915758, "train_lr": 2.0303118380175856e-05, "train_wd": 0.3966097926750062, "train_acc": 0.8121284222621903, "train_nmi": 0.766665501862094, "train_ari": 2.469012647748352, "train_fscore": 0.4390062447359096, "train_adjacc": -1, "epoch": 750}
{"train_loss": 6.603811566516173, "train_cls": 3.0126160080674933, "train_patch": 3.5911955591752758, "train_lr": 1.9533499811388174e-05, "train_wd": 0.39674497126698094, "train_acc": 0.8125944556854516, "train_nmi": 0.766781317449726, "train_ari": 1.5289629377632408, "train_fscore": 0.4393174680039032, "train_adjacc": -1, "epoch": 751}
{"train_loss": 6.603241324329453, "train_cls": 3.0064482798488688, "train_patch": 3.596793044397204, "train_lr": 1.8779394363139696e-05, "train_wd": 0.3968774242328542, "train_acc": 0.8125171737609912, "train_nmi": 0.7671166286491998, "train_ari": 0.8184904712387274, "train_fscore": 0.43971158062527, "train_adjacc": -1, "epoch": 752}
{"train_loss": 6.589319403485048, "train_cls": 3.002614142678434, "train_patch": 3.5867052578287635, "train_lr": 1.8040813960943467e-05, "train_wd": 0.3970071495300373, "train_acc": 0.8135647731814548, "train_nmi": 0.7671430152657965, "train_ari": 1.8594405318760387, "train_fscore": 0.4395309698597598, "train_adjacc": -1, "epoch": 753}
{"train_loss": 6.601215415626026, "train_cls": 2.9996414940825087, "train_patch": 3.6015739224487833, "train_lr": 1.731777028479746e-05, "train_wd": 0.39713414515800677, "train_acc": 0.8143617918165468, "train_nmi": 0.7671071625051773, "train_ari": 1.0494645545676964, "train_fscore": 0.43964631031604273, "train_adjacc": -1, "epoch": 754}
{"train_loss": 6.5885496395859695, "train_cls": 2.9947917455201334, "train_patch": 3.5937578941849497, "train_lr": 1.6610274769000143e-05, "train_wd": 0.3972584091583329, "train_acc": 0.8145592900679457, "train_nmi": 0.7672121359704978, "train_ari": 1.772338417728224, "train_fscore": 0.4395056823550562, "train_adjacc": -1, "epoch": 755}
{"train_loss": 6.5826294695158944, "train_cls": 2.990187631939336, "train_patch": 3.5924418361948356, "train_lr": 1.5918338601969504e-05, "train_wd": 0.3973799396147101, "train_acc": 0.8161986036171063, "train_nmi": 0.7672631433220676, "train_ari": 0.43851660048436575, "train_fscore": 0.4400212942001453, "train_adjacc": -1, "epoch": 756}
{"train_loss": 6.553774704083169, "train_cls": 2.986255608052373, "train_patch": 3.5675190965072523, "train_lr": 1.5241972726066021e-05, "train_wd": 0.3974987346529894, "train_acc": 0.815908210931255, "train_nmi": 0.7672317648296462, "train_ari": 0.5175928407939985, "train_fscore": 0.4399211668408809, "train_adjacc": -1, "epoch": 757}
{"train_loss": 6.5859035182056385, "train_cls": 2.983211716826109, "train_patch": 3.602691804917215, "train_lr": 1.4581187837419994e-05, "train_wd": 0.39761479244120385, "train_acc": 0.8159722222222222, "train_nmi": 0.7674936072411417, "train_ari": 0.009630502117117579, "train_fscore": 0.4402528539690457, "train_adjacc": -1, "epoch": 758}
{"train_loss": 6.595631616173698, "train_cls": 2.978717726530979, "train_patch": 3.6169138902621114, "train_lr": 1.3935994385761906e-05, "train_wd": 0.3977281111895999, "train_acc": 0.8171119354516387, "train_nmi": 0.7674442117217792, "train_ari": 0.26963416218961866, "train_fscore": 0.44017216697695094, "train_adjacc": -1, "epoch": 759}
{"train_loss": 6.561145704141338, "train_cls": 2.9740017442513618, "train_patch": 3.58714396060466, "train_lr": 1.3306402574257527e-05, "train_wd": 0.3978386891506602, "train_acc": 0.8176552507993605, "train_nmi": 0.7673929071211923, "train_ari": 0.1371077501665326, "train_fscore": 0.4403993980294343, "train_adjacc": -1, "epoch": 760}
{"train_loss": 6.55858164642164, "train_cls": 2.970821747569729, "train_patch": 3.5877598991496957, "train_lr": 1.2692422359346356e-05, "train_wd": 0.39794652461913665, "train_acc": 0.8180533698041567, "train_nmi": 0.7675739089893971, "train_ari": -0.052036918672689655, "train_fscore": 0.44055549765149854, "train_adjacc": -1, "epoch": 761}
{"train_loss": 6.5747606807427825, "train_cls": 2.9668479503082525, "train_patch": 3.6079127294458835, "train_lr": 1.2094063450584388e-05, "train_wd": 0.39805161593207394, "train_acc": 0.8188581946942446, "train_nmi": 0.7675916446219073, "train_ari": 0.03274937120177783, "train_fscore": 0.4404669909006102, "train_adjacc": -1, "epoch": 762}
{"train_loss": 6.563340243723371, "train_cls": 2.9641038990683026, "train_patch": 3.5992363459772343, "train_lr": 1.1511335310490268e-05, "train_wd": 0.3981539614688331, "train_acc": 0.8192172824240608, "train_nmi": 0.7677358207837421, "train_ari": -0.2707440770807951, "train_fscore": 0.4406267482259593, "train_adjacc": -1, "epoch": 763}
{"train_loss": 6.539304792452201, "train_cls": 2.960322539964549, "train_patch": 3.5789822503793345, "train_lr": 1.094424715439597e-05, "train_wd": 0.3982535596511196, "train_acc": 0.8196919027278178, "train_nmi": 0.7679187800790982, "train_ari": -0.9435186527380087, "train_fscore": 0.44076020188454984, "train_adjacc": -1, "epoch": 764}
{"train_loss": 6.557488149328293, "train_cls": 2.9568625853525745, "train_patch": 3.60062556441644, "train_lr": 1.0392807950300779e-05, "train_wd": 0.39835040894300605, "train_acc": 0.8204748701039168, "train_nmi": 0.7678039517217524, "train_ari": -0.46579378365839114, "train_fscore": 0.4408535361095057, "train_adjacc": -1, "epoch": 765}
{"train_loss": 6.55644222357862, "train_cls": 2.952404923564334, "train_patch": 3.604037299287691, "train_lr": 9.857026418729667e-06, "train_wd": 0.3984445078509562, "train_acc": 0.8211626011690647, "train_nmi": 0.7677813810827604, "train_ari": -0.2592418638254809, "train_fscore": 0.440961858456419, "train_adjacc": -1, "epoch": 766}
{"train_loss": 6.559124161704458, "train_cls": 2.950010945840324, "train_patch": 3.6091132169361595, "train_lr": 9.336911032595275e-06, "train_wd": 0.3985358549238497, "train_acc": 0.8215099795163869, "train_nmi": 0.7680526882584988, "train_ari": -0.41236913655906676, "train_fscore": 0.4411894107383627, "train_adjacc": -1, "epoch": 767}
{"train_loss": 6.535294732672991, "train_cls": 2.9466995786753394, "train_patch": 3.588595155641425, "train_lr": 8.832470017064013e-06, "train_wd": 0.39862444875300035, "train_acc": 0.8220767136290967, "train_nmi": 0.7678497588225399, "train_ari": 0.23046191421109768, "train_fscore": 0.44098987168796905, "train_adjacc": -1, "epoch": 768}
{"train_loss": 6.5397237773707735, "train_cls": 2.9432129132376015, "train_patch": 3.5965108626680693, "train_lr": 8.3437113494259e-06, "train_wd": 0.3987102879721818, "train_acc": 0.8234170476119105, "train_nmi": 0.768061375536817, "train_ari": -0.7276787195090195, "train_fscore": 0.44130799603237414, "train_adjacc": -1, "epoch": 769}
{"train_loss": 6.540950510284597, "train_cls": 2.940339418659679, "train_patch": 3.6006110896357146, "train_lr": 7.870642758968458e-06, "train_wd": 0.3987933712576482, "train_acc": 0.8231984724720224, "train_nmi": 0.7678473842297, "train_ari": 0.17674068102759682, "train_fscore": 0.4409284234518058, "train_adjacc": -1, "epoch": 770}
{"train_loss": 6.522786877233442, "train_cls": 2.937329026411096, "train_patch": 3.5854578501910424, "train_lr": 7.413271726854426e-06, "train_wd": 0.39887369732815225, "train_acc": 0.8237800384692247, "train_nmi": 0.7676669300721293, "train_ari": 0.0931983212578896, "train_fscore": 0.44086103100454904, "train_adjacc": -1, "epoch": 771}
{"train_loss": 6.532780492882267, "train_cls": 2.9336398012108273, "train_patch": 3.5991406922789215, "train_lr": 6.971605486003597e-06, "train_wd": 0.39895126494496624, "train_acc": 0.8235263351818545, "train_nmi": 0.7678393850322109, "train_ari": 0.01564080968675026, "train_fscore": 0.440990997594415, "train_adjacc": -1, "epoch": 772}
{"train_loss": 6.543583857260352, "train_cls": 2.930556439667297, "train_patch": 3.6130274159731055, "train_lr": 6.545651020978208e-06, "train_wd": 0.39902607291190045, "train_acc": 0.8244755757893685, "train_nmi": 0.767959890972475, "train_ari": 0.028473308572550204, "train_fscore": 0.44093446686744986, "train_adjacc": -1, "epoch": 773}
{"train_loss": 6.523361166127676, "train_cls": 2.9280973809967032, "train_patch": 3.5952637844639335, "train_lr": 6.13541506787273e-06, "train_wd": 0.399098120075326, "train_acc": 0.8249564410971223, "train_nmi": 0.7680276742820961, "train_ari": 0.626587807538095, "train_fscore": 0.44136018225003365, "train_adjacc": -1, "epoch": 774}
{"train_loss": 6.516440630721436, "train_cls": 2.925082330711835, "train_patch": 3.591358300902956, "train_lr": 5.7409041142071096e-06, "train_wd": 0.3991674053241836, "train_acc": 0.8252156087629896, "train_nmi": 0.7678707454868763, "train_ari": 0.10425874108757129, "train_fscore": 0.44106498182051723, "train_adjacc": -1, "epoch": 775}
{"train_loss": 6.532127452744759, "train_cls": 2.922452637325707, "train_patch": 3.6096748170687807, "train_lr": 5.362124398824388e-06, "train_wd": 0.3992339275900115, "train_acc": 0.8257940522581935, "train_nmi": 0.7680165467884861, "train_ari": 0.3875045889614136, "train_fscore": 0.4412141703684715, "train_adjacc": -1, "epoch": 776}
{"train_loss": 6.5335925211675825, "train_cls": 2.920197345477214, "train_patch": 3.6133951738560133, "train_lr": 4.999081911791846e-06, "train_wd": 0.3992976858469533, "train_acc": 0.8264216751598721, "train_nmi": 0.7681363523616278, "train_ari": 0.384126164846258, "train_fscore": 0.4412107260977202, "train_adjacc": -1, "epoch": 777}
{"train_loss": 6.504968962485461, "train_cls": 2.9175059746781127, "train_patch": 3.587462987426183, "train_lr": 4.651782394306458e-06, "train_wd": 0.39935867911177697, "train_acc": 0.8270547624400479, "train_nmi": 0.7683502424103464, "train_ari": 0.7533635497538702, "train_fscore": 0.4416148336902319, "train_adjacc": -1, "epoch": 778}
{"train_loss": 6.512056760293403, "train_cls": 2.914458018829592, "train_patch": 3.597598742130849, "train_lr": 4.320231338603945e-06, "train_wd": 0.399416906443892, "train_acc": 0.8275707558952837, "train_nmi": 0.7680051234498023, "train_ari": 0.27123363177519294, "train_fscore": 0.44112873991222445, "train_adjacc": -1, "epoch": 779}
{"train_loss": 6.528208143633904, "train_cls": 2.9140784550222945, "train_patch": 3.6141296882661793, "train_lr": 4.004433987872023e-06, "train_wd": 0.3994723669453597, "train_acc": 0.827257725069944, "train_nmi": 0.7681504373636366, "train_ari": 0.6744871808366788, "train_fscore": 0.44146366789701524, "train_adjacc": -1, "epoch": 780}
{"train_loss": 6.505455180704832, "train_cls": 2.910381006334516, "train_patch": 3.595074174965886, "train_lr": 3.70439533616743e-06, "train_wd": 0.39952505976091174, "train_acc": 0.8281242193745004, "train_nmi": 0.7682039983673532, "train_ari": 0.6184383943208998, "train_fscore": 0.4414774734685321, "train_adjacc": -1, "epoch": 781}
{"train_loss": 6.523926788096805, "train_cls": 2.9078848034643725, "train_patch": 3.616041983453204, "train_lr": 3.420120128336985e-06, "train_wd": 0.3995749840779589, "train_acc": 0.8281749600319744, "train_nmi": 0.768272986114209, "train_ari": 0.5833438971075338, "train_fscore": 0.4413894857973417, "train_adjacc": -1, "epoch": 782}
{"train_loss": 6.512213126384764, "train_cls": 2.9058779511067696, "train_patch": 3.6063351747777155, "train_lr": 3.151612859942532e-06, "train_wd": 0.3996221391266078, "train_acc": 0.8280086868005595, "train_nmi": 0.7682808755400782, "train_ari": 1.2097903731637076, "train_fscore": 0.4414299159018772, "train_adjacc": -1, "epoch": 783}
{"train_loss": 6.4942839970882185, "train_cls": 2.9050318880570973, "train_patch": 3.589252110579603, "train_lr": 2.898877777189833e-06, "train_wd": 0.3996665241796667, "train_acc": 0.8285184352517986, "train_nmi": 0.7682395933671468, "train_ari": 0.5862851267214769, "train_fscore": 0.4413462421727214, "train_adjacc": -1, "epoch": 784}
{"train_loss": 6.491700374751354, "train_cls": 2.901545408633735, "train_patch": 3.5901549665166512, "train_lr": 2.661918876861457e-06, "train_wd": 0.39970813855266546, "train_acc": 0.8284099283073542, "train_nmi": 0.7681681247595137, "train_ari": 1.0222897140159013, "train_fscore": 0.44129080705373325, "train_adjacc": -1, "epoch": 785}
{"train_loss": 6.507871162715099, "train_cls": 2.901291534006834, "train_patch": 3.6065796307093807, "train_lr": 2.440739906253556e-06, "train_wd": 0.39974698160385796, "train_acc": 0.8291452775279776, "train_nmi": 0.7682412647258066, "train_ari": 0.6202571300002246, "train_fscore": 0.4412881002350342, "train_adjacc": -1, "epoch": 786}
{"train_loss": 6.495763201722138, "train_cls": 2.900032483011508, "train_patch": 3.5957307174122874, "train_lr": 2.2353443631165874e-06, "train_wd": 0.39978305273423675, "train_acc": 0.8291202975119905, "train_nmi": 0.7682195368339665, "train_ari": 10.215537126454178, "train_fscore": 0.44157167782875484, "train_adjacc": -1, "epoch": 787}
{"train_loss": 6.4990134498865295, "train_cls": 2.898546440424107, "train_patch": 3.6004670098554983, "train_lr": 2.0457354956000244e-06, "train_wd": 0.39981635138753957, "train_acc": 0.8292842288669064, "train_nmi": 0.7683786216946067, "train_ari": 1.4279518400586966, "train_fscore": 0.44171459863982676, "train_adjacc": -1, "epoch": 788}
{"train_loss": 6.506943547134872, "train_cls": 2.896755226373339, "train_patch": 3.610188319111804, "train_lr": 1.8719163022009773e-06, "train_wd": 0.399846877050262, "train_acc": 0.8299977205735412, "train_nmi": 0.768317337695948, "train_ari": 1.1186082281627001, "train_fscore": 0.44162973975134523, "train_adjacc": -1, "epoch": 789}
{"train_loss": 6.4976009394196295, "train_cls": 2.895818402685469, "train_patch": 3.601782538479181, "train_lr": 1.7138895317167847e-06, "train_wd": 0.3998746292516583, "train_acc": 0.8297260628996802, "train_nmi": 0.768185682100836, "train_ari": 0.7480972976659063, "train_fscore": 0.44141244917847117, "train_adjacc": -1, "epoch": 790}
{"train_loss": 6.49614706447275, "train_cls": 2.89423941842896, "train_patch": 3.6019076436257764, "train_lr": 1.5716576832015244e-06, "train_wd": 0.3998996075637553, "train_acc": 0.8301124725219824, "train_nmi": 0.7681218935967656, "train_ari": 0.6929456886792364, "train_fscore": 0.4414164440692147, "train_adjacc": -1, "epoch": 791}
{"train_loss": 6.4842542366539355, "train_cls": 2.8935182766019585, "train_patch": 3.590735961052535, "train_lr": 1.4452230059265078e-06, "train_wd": 0.3999218116013585, "train_acc": 0.8296284847122302, "train_nmi": 0.7682917156195906, "train_ari": 0.9039718530115007, "train_fscore": 0.4416122314661574, "train_adjacc": -1, "epoch": 792}
{"train_loss": 6.475435451923801, "train_cls": 2.8926334760362487, "train_patch": 3.5828019753158045, "train_lr": 1.3345874993447252e-06, "train_wd": 0.3999412410220527, "train_acc": 0.829992256195044, "train_nmi": 0.7683182517942868, "train_ari": -1.2092504448071357, "train_fscore": 0.4417788330344216, "train_adjacc": -1, "epoch": 793}
{"train_loss": 6.48446386609432, "train_cls": 2.891734047723617, "train_patch": 3.592729819728602, "train_lr": 1.2397529130591866e-06, "train_wd": 0.39995789552621264, "train_acc": 0.8301944381994405, "train_nmi": 0.7682578509378436, "train_ari": -4.05628320048747, "train_fscore": 0.441727109673439, "train_adjacc": -1, "epoch": 794}
{"train_loss": 6.4896821701507585, "train_cls": 2.8910528973376244, "train_patch": 3.5986292723962348, "train_lr": 1.160720746795281e-06, "train_wd": 0.39997177485700386, "train_acc": 0.8299844499400479, "train_nmi": 0.7681155215979383, "train_ari": 0.714710302984376, "train_fscore": 0.44131723495074054, "train_adjacc": -1, "epoch": 795}
{"train_loss": 6.49085022091008, "train_cls": 2.890201851153831, "train_patch": 3.600648369994476, "train_lr": 1.0974922503770638e-06, "train_wd": 0.39998287880039246, "train_acc": 0.8304809277577938, "train_nmi": 0.7681620037339427, "train_ari": 0.45110245008089395, "train_fscore": 0.4412728231097377, "train_adjacc": -1, "epoch": 796}
{"train_loss": 6.488681247289613, "train_cls": 2.890881089962644, "train_patch": 3.597800157041096, "train_lr": 1.0500684237074633e-06, "train_wd": 0.3999912071851393, "train_acc": 0.8307564885591526, "train_nmi": 0.7682645720413153, "train_ari": 0.5801883953363397, "train_fscore": 0.44141073971093153, "train_adjacc": -1, "epoch": 797}
{"train_loss": 6.497843160236672, "train_cls": 2.8896519456097454, "train_patch": 3.608191216318346, "train_lr": 1.0184500167525066e-06, "train_wd": 0.3999967598828127, "train_acc": 0.8304075489608314, "train_nmi": 0.768375558120296, "train_ari": 2.4042158504214233, "train_fscore": 0.4416800452353472, "train_adjacc": -1, "epoch": 798}
{"train_loss": 6.490242168581267, "train_cls": 2.8890278405494256, "train_patch": 3.601214326900258, "train_lr": 1.002637529529427e-06, "train_wd": 0.3999995368077818, "train_acc": 0.8303115320243805, "train_nmi": 0.7684508153711427, "train_ari": 1.1362521097109521, "train_fscore": 0.4416979461054161, "train_adjacc": -1, "epoch": 799}