| phase,epoch,seconds,train_causal,train_dir,train_energy,train_freq,train_gap_shuffle,train_gap_zero,train_kl_sem,train_kl_shape,train_log,train_loss,train_mse,train_sem,val_dir,val_energy,val_freq,val_gap_shuffle,val_gap_zero,val_log,val_mse,val_sem,val_score,train_view_recon,train_view_sem,train_view_shape,train_real_log,train_real_loss,train_real_mse,train_real_view_recon,train_real_view_sem,train_real_view_shape,train_syn_causal,train_syn_dir,train_syn_energy,train_syn_freq,train_syn_gap_shuffle,train_syn_gap_zero,train_syn_kl_sem,train_syn_kl_shape,train_syn_log,train_syn_loss,train_syn_mse,train_syn_sem |
| A_semantic,1,30.160602569580078,0.0,0.001020591598129473,0.06451087366216458,0.0012304043513722718,0.0,0.0,18.202514677781323,3.764027711061331,0.11730076338236149,0.21178683329087036,0.006036006237487667,0.014359365589916706,0.0009243951722358664,0.04696024954319,0.0012261547613888978,-2.9989673445622127e-06,-0.00017828658067931731,0.10816722239057223,0.005008746962994337,0.007362004928290844,0.04470777603176733,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,2,27.712100744247437,0.0,0.00101283624356326,0.055058957636356355,0.0012535725339638212,0.0,0.0,18.656203966874344,3.7398771735338063,0.11319307627586218,0.20247554515416805,0.005478313959275301,0.012887595898400132,0.0008922905273114641,0.046995803030828634,0.0012444471552347143,1.341220922768116e-05,1.9121860774854818e-05,0.10806876172622044,0.004622320660079519,0.007207375454405944,0.04424562840225796,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,3,57.7601363658905,0.0,0.0010114292526850477,0.05116943946251502,0.0012525770318461582,0.0,0.0,18.60390031521137,3.717740409190838,0.11537340902365172,0.20293507891205642,0.0055270113830024805,0.01283483631335772,0.0009169217063269268,0.039933393833537896,0.0012459544620166223,7.065160510440668e-06,-2.842341394474109e-05,0.10657374337315559,0.004878193768672645,0.007433456570530931,0.04403680287906899,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,4,28.178499698638916,0.0,0.0010103190035666697,0.05162178922731143,0.001253187129399381,0.0,0.0,18.576309009698722,3.70518570129688,0.11314645263438042,0.20093860717920156,0.005449337432554995,0.012754965860110063,0.0008960834762547165,0.045694608613848685,0.0012279806930261354,-7.629184983670711e-06,-3.2486339720586935e-05,0.10691952705383301,0.0046833803644403815,0.007744415989145636,0.04404131883056834,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,5,27.75125479698181,0.0,0.0009743046427432161,0.04994492738579328,0.0012362686881365683,0.0,0.0,18.652138159825252,3.7183737167945274,0.11409557498991489,0.20092680437060503,0.005485031487814223,0.012534271062423403,0.0008758701655703287,0.040061983031531176,0.001252449032229682,-9.257346391677856e-06,-6.265582051128149e-05,0.10707567209998767,0.004887627530843019,0.007168459674964349,0.04415622768457979,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,6,27.45645308494568,0.0,0.0009969150437077938,0.0532665370676953,0.0012580328936634873,0.0,0.0,18.632733726501463,3.7365629856403055,0.11631520166993141,0.2046322556069264,0.005581782901516327,0.012902430985839321,0.0008489505329634994,0.03901820909231901,0.0012154800468124449,1.1857342906296254e-05,-1.816622292002042e-06,0.10789428229133288,0.0045019329137479264,0.006923768964285652,0.04399492536935334,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,7,27.64457082748413,0.0,0.0009976672458623607,0.051958797542521584,0.0012646956221522908,0.0,0.0,18.565966430077186,3.7595107830487766,0.11453031026400053,0.20206357567356184,0.0055094111567506425,0.01269300626232647,0.0008490512128143261,0.042873758853723604,0.0012306400574743747,-6.8482166777054465e-06,-3.56450987358888e-05,0.10766346380114555,0.004875025106593966,0.006643909852330884,0.04421821490007763,,,,,,,,,,,,,,,,,,,,, |
| A_semantic,8,27.435520887374878,0.0,0.000978468483215413,0.05171322973015217,0.0012468146737844039,0.0,0.0,18.598134686396673,3.7941877933648915,0.11510551302478864,0.2018216219659035,0.0055063933322134495,0.012442679087129923,0.0008731528883799911,0.04125268698359529,0.0012405355693772436,-1.0668595011035602e-05,-2.2071436978876592e-05,0.10646622429291407,0.004714263874726991,0.007158294770245751,0.043767016069808345,,,,,,,,,,,,,,,,,,,,, |
| B_shape,1,59.27848768234253,0.026213480915655108,0.0008702104272635873,0.050468284088899105,0.0011169908571687034,0.0016497645965393851,0.0021482565001968074,18.906345019621007,1.2371656953411945,0.08373390563270625,0.18410390562870924,0.0034571670317638885,0.011920890461324768,0.000693430402316153,0.04524498842656612,0.0010174625494983047,0.009133735368959606,0.0026426168779532114,0.06514531063536803,0.0022467364867528278,0.006607757415622473,0.02575742638328423,,,,,,,,,,,,,,,,,,,,, |
| B_shape,2,59.08024215698242,0.014286090356900412,0.0008081822488320005,0.05062023619299426,0.000999394234660191,0.020996907219181165,0.002749100949971334,19.15925557192634,0.7996272351811914,0.06842862042214941,0.16631420263472727,0.002749837510739727,0.011451040413778495,0.000679289010198166,0.045078424364328386,0.0009519710709961752,0.033286656998097894,0.0025363663405490416,0.05892775518198808,0.002112371396894256,0.006363110803067684,0.021462021544265252,,,,,,,,,,,,,,,,,,,,, |
| B_shape,3,59.3368866443634,0.012617779723094667,0.0007441159885595827,0.04975162262425703,0.00094274586350794,0.024451391616671838,0.0029957355342476685,19.323826155943028,0.948233937515932,0.06165129559881547,0.16039714699282365,0.0024743975349017146,0.011329990222721416,0.0005027298165562873,0.04384620388348897,0.0007628210994880646,0.027065062150359153,0.0032267823504904905,0.048068262885014215,0.0015898362112541993,0.006251456479852398,0.017553244780904302,,,,,,,,,,,,,,,,,,,,, |
| B_shape,4,59.987441062927246,0.01247265947270481,0.0006632929183337289,0.04995084940729772,0.0008329883988207096,0.027277119906263098,0.0032790600955623257,19.503793963264016,0.8659843319479157,0.05111386669690118,0.15198255505631952,0.0020557437444735757,0.011347263062591938,0.0005114052823046222,0.03931077715630333,0.0009017878289644917,0.045768866191307704,0.0030142949273188908,0.03945976458489895,0.0018442401352028051,0.006001400435343385,0.013252854959263155,,,,,,,,,,,,,,,,,,,,, |
| B_shape,5,150.03408002853394,0.012416261020938263,0.0005870266593239435,0.048971994226688846,0.0006934026361491039,0.032875645003856764,0.003617925028768642,19.712898596595316,0.8211077682235661,0.042864305613672035,0.14399060961954735,0.0017043614718953476,0.010927792035919778,0.0003638981264278603,0.04190686230237285,0.0005507164363128444,0.026082053747571384,0.0036017270370696983,0.03378857740511497,0.0010806905299735566,0.005786427467440566,0.01197859702585265,,,,,,,,,,,,,,,,,,,,, |
| B_shape,6,59.46573996543884,0.012149072874008732,0.000537742097838097,0.05011590457357028,0.0006178009669597753,0.036916446063311445,0.0037962986758964903,19.90852922551772,0.6746358288561597,0.03849530655562001,0.14049018312464742,0.0015064832968431907,0.010864726306103608,0.0004391737039744233,0.04436832144856453,0.0006755982729373499,0.059657822052637734,0.003480050635213653,0.03598768102626006,0.0014069850459539643,0.0058024867515390115,0.010402265278001626,,,,,,,,,,,,,,,,,,,,, |
| B_shape,7,59.21519422531128,0.01207242714076796,0.0005367191945825813,0.04980602342744961,0.0005998911362600184,0.03918901282492751,0.0038458922956659293,19.898763263926785,0.6906480455223252,0.03744444456499289,0.14004166251158012,0.001466026104411439,0.011023380460820216,0.00036364312982186677,0.04237002516165376,0.0004540322639513761,0.07201680565873782,0.0037676216180746753,0.027770148403942586,0.0009664057831590374,0.005847342436512312,0.006085039151522019,,,,,,,,,,,,,,,,,,,,, |
| B_shape,8,59.401973485946655,0.01211795303696657,0.0005096574264290907,0.04874695497291053,0.0005684655461878077,0.037879325471380176,0.0038093910771696006,20.023803166782155,0.6041248004226124,0.036076333587441375,0.1376246751669575,0.0014477117661633255,0.010595652986975276,0.000500444274318094,0.03830458571513494,0.0007069434601968775,0.037775152393927175,0.0031664185070743164,0.036303708267708616,0.001533952799703305,0.005845023582999905,0.01242618091707118,,,,,,,,,,,,,,,,,,,,, |
| B_shape,9,59.00029540061951,0.011784816651112017,0.0005069177391466356,0.049630496344145604,0.000559347850332201,0.03903204102021204,0.0040496926330139535,20.058186385210824,0.6053823067423175,0.03602813703610617,0.13806878547458087,0.0013755821124719018,0.010743728130781914,0.00043855006030450266,0.042006180124978226,0.0006152607762487605,0.06784317120909691,0.0034443133976310492,0.031537350825965406,0.001408507424639538,0.0058043494898205004,0.008194668817644319,,,,,,,,,,,,,,,,,,,,, |
| B_shape,10,59.276851654052734,0.012006716145312084,0.0005084497655522736,0.05018744594691431,0.0005547476720975657,0.046078326721737325,0.003956159183700733,20.000592237360337,0.6074610632570351,0.03499158358968356,0.13708602946032497,0.0013208388001658023,0.010695012595833225,0.000351368230379497,0.03950588842853904,0.0005185866311270122,0.04233547290787101,0.0037292730839302143,0.02982537883023421,0.0009730554185807705,0.005653223069384694,0.00914006409716482,,,,,,,,,,,,,,,,,,,,, |
| B_shape,11,59.05682611465454,0.01211518254404997,0.0005060205390156411,0.04897050368873512,0.0005527431048582965,0.049025944668648985,0.004018576963982709,20.096912316715017,0.5867845078163287,0.03479850238517803,0.1371591093566488,0.001311746473348809,0.010788510950720486,0.0005515688952679435,0.03727947743609548,0.0009012900855547439,0.0333970272137473,0.0027909676156317193,0.03810305092483759,0.0019264851114712655,0.0057077327199901145,0.013794446528811628,,,,,,,,,,,,,,,,,,,,, |
| B_shape,12,59.24773287773132,0.012063569394762025,0.0004990496656426009,0.04906055193175288,0.0005376661134719411,0.04657318736392292,0.003936444983735461,20.06925142512602,0.4868690512197859,0.03378817477427861,0.13520386872046133,0.0013198573994861148,0.0104830472415094,0.0004327765297299872,0.04270882438868284,0.0006128477844564866,0.04831012574334939,0.003065270596804718,0.03306414186954498,0.0014962098929875841,0.005759075928168992,0.010398396822158247,,,,,,,,,,,,,,,,,,,,, |
| C_real,1,135.94037699699402,,,,,,,,,0.21191890064094748,0.30913567606891906,0.014234242039466542,,0.0011257899963917832,0.04279958376040061,0.0017333623953163623,-1.8365836391846339e-06,-0.006086326716467738,0.11770268628994623,0.009079145779833198,0.01961837261915207,0.05517967913610239,0.046489540128303426,0.10355463780994927,0.03053671910893172,,,,,,,,,,,,,,,,,, |
| C_real,2,55.560126304626465,,,,,,,,,0.19246707297861576,0.2827370643083538,0.012220203015021979,,0.0013266706063101688,0.05138824284076691,0.0015841273862558106,-1.2885313481092453e-06,-0.005507621052674949,0.12585405707359315,0.009603916062042117,0.027803686199088892,0.060603757587571944,0.046084836298333744,0.10786212163844279,0.020935996897917773,,,,,,,,,,,,,,,,,, |
| C_real,3,55.69767093658447,,,,,,,,,0.18508532073880946,0.2779199030250311,0.011537775693328253,,0.0014222931970531742,0.04702268938223521,0.0015312933557045957,-2.464217444260915e-06,-0.005650601590362688,0.12481308405598004,0.00998907871544361,0.029639566565553346,0.06108354977642497,0.045728856019143546,0.10971958650542157,0.021190475639221922,,,,,,,,,,,,,,,,,, |
| C_real,4,55.70118856430054,,,,,,,,,0.18062883099274976,0.27684999092348983,0.011093110393267125,,0.0014123502653092146,0.048608338460326195,0.001739897901037087,-1.8611860771973928e-06,-0.006707638967782259,0.12220903262495994,0.01044059726409614,0.029023957066237928,0.06046974794939159,0.045379104518464636,0.10983906931110791,0.027049606832276498,,,,,,,,,,,,,,,,,, |
| C_real,5,55.62843680381775,,,,,,,,,0.17807655393012933,0.27374445609748366,0.010881722816598735,,0.0013575652575430772,0.043800823669880626,0.0015684923234706124,-1.7059811701377233e-06,-0.003639196651056409,0.11388098473350207,0.008571451700602969,0.03591119671861331,0.05740759553698202,0.045239142634506735,0.10949819731925214,0.028691829441647443,,,,,,,,,,,,,,,,,, |
| C_real,6,105.95655870437622,,,,,,,,,0.17512448259762356,0.2678195430231946,0.010593473799859306,,0.0013833079409475127,0.0454650377544264,0.0015132336101184288,-1.3716487834850948e-05,-0.002265930703530709,0.11009050210316976,0.007705784154434999,0.03712377945582072,0.05551840475449959,0.045178041899842876,0.10851767866739205,0.020411365206486412,,,,,,,,,,,,,,,,,, |
| C_real,7,55.57464003562927,,,,,,,,,0.1737730372697115,0.2643836373197181,0.010443518230957644,,0.0013766686703699331,0.04349454380571842,0.0016430573887191713,4.3874606490135195e-07,-0.002569632651284337,0.11311246107021967,0.008272450727721056,0.04317496431370576,0.05865551808103919,0.045127468502947264,0.10783624534628221,0.010896173495400166,,,,,,,,,,,,,,,,,, |
| C_real,8,55.70048546791077,,,,,,,,,0.17134803836899146,0.2612839453986713,0.010205297795723059,,0.0012028924267118177,0.04282025843858719,0.0013334768707863986,6.276338050762812e-07,0.0001710638947164019,0.09848250250021616,0.005616525009584924,0.044903631011645,0.051297573315290106,0.04502425600907632,0.10759474744221993,0.0077690769119986465,,,,,,,,,,,,,,,,,, |
| D_joint,1,68.57331085205078,,,,,,,,,,,,,0.00045633728635342173,0.03946784489477674,0.0005220356096591179,1.9926539001365502e-06,0.0034700087970122697,0.03241269160062075,0.0011555208552939196,0.006698812792698542,0.013896905997612825,,,,0.1697233555217584,0.25845378714184913,0.010091445726593809,0.04482096571120478,0.10550670219319207,0.006883416352571831,0.027296367860226718,0.0008003568574268785,0.04941199136966908,0.0008214549333960922,5.611565602184446e-06,0.0026980199488914674,18.40706515312195,0.47503764154734435,0.053745117590383244,0.16737999284157046,0.002402346626493252,0.015595138745589389 |
| D_joint,2,99.64069843292236,,,,,,,,,,,,,0.0003686827913043089,0.04016759578759472,0.0004568446233558158,-4.045587653915087e-07,0.0036062357015907765,0.03108072535445293,0.0009970931433296451,0.006457055740368863,0.013201112096353123,,,,0.1741918967001968,0.26832534792640855,0.010667239387874446,0.0452803729752463,0.10442485749011948,0.027907386695640902,0.026997017915602082,0.000702564499213757,0.04955544657315369,0.0007268553443416884,-3.231612478244912e-05,0.003035297864159845,18.196814201496267,0.7987193603206564,0.04709031539796679,0.1587810675027194,0.0020069097787469487,0.014830608817714232 |
| D_joint,3,68.93370056152344,,,,,,,,,,,,,0.0003520538327090132,0.03910978641360998,0.0004430050660933678,-2.316858929892381e-07,0.003798201230044166,0.028590160111586254,0.0009320645166250567,0.006426606435949603,0.012241416066264112,,,,0.17061509588171567,0.26428088025441243,0.010299067696674711,0.045013201615167045,0.10445938611196147,0.01111552884270038,0.02674314171006834,0.0006599005393110457,0.05048798955976963,0.0006714438431016686,1.5314882922986591e-06,0.003255325840587762,18.316210040339715,0.9401238025338562,0.045231790040378216,0.1572622706492742,0.0018758146772462944,0.014679117404200413 |
| D_joint,4,68.46954464912415,,,,,,,,,,,,,0.00038721046682136756,0.03893698717777928,0.0005004363454645499,2.1924497559666633e-07,0.0035610512597486375,0.029578590020537376,0.0010976933447333673,0.006327522437398632,0.012747178820893167,,,,0.1699874217784594,0.262315522169783,0.010229849541145895,0.04451805109246856,0.10378528569662382,0.01210531155164871,0.026651808767820948,0.0006226805570703517,0.04959232467054217,0.0006445317989413592,7.04784394690284e-06,0.0033411429063158315,18.802513422789396,1.0206253191939108,0.04343890971331685,0.15428050290103312,0.0017633606373608389,0.01371460541634372 |
| D_joint,5,68.65805649757385,,,,,,,,,,,,,0.00032180476603874315,0.03928636706744631,0.00041713680354102205,4.880033278216919e-07,0.003980467212386429,0.02731682894130548,0.0008533819792016099,0.006262864420811335,0.011661511796604221,,,,0.1695435198526534,0.26173164494453915,0.010185342596193392,0.0451230253610346,0.10450631767393105,0.011320089642328047,0.02664676772568513,0.00059595232354089,0.051786591954253336,0.0006293515422536681,3.036105664688404e-06,0.0033501953800657283,18.95766732427809,0.649073792276559,0.04186716820630762,0.1516521971810747,0.0016889660834783205,0.013132185347516227 |
| D_joint,6,138.99026727676392,,,,,,,,,,,,,0.00034285622047415624,0.03939594615561267,0.00044936217503466956,5.4317448909084e-08,0.003932660499898096,0.02723663623134295,0.0009281218633987009,0.0061066478956490755,0.01167298933289324,,,,0.16922706424716918,0.26140878816682195,0.010144286729868442,0.045178676290171485,0.10492443810734484,0.012858020503901772,0.026438400132098683,0.0006005552818856409,0.04798025696503895,0.0006415689066569838,2.1860400684764265e-05,0.0035397387562423116,19.02493781513638,0.5676434442952827,0.041274752709324715,0.1494735035079497,0.0016221380361390334,0.012937021338277392 |
| D_joint,7,68.67630767822266,,,,,,,,,,,,,0.0003093848329929945,0.04077999408667286,0.00041192679006295897,1.6124569810926914e-06,0.0038630984568347533,0.027874658877650896,0.0008360037599535038,0.006005071049245695,0.011784225256337474,,,,0.16965701525646543,0.26086213688055676,0.0101694544363353,0.04490339266698039,0.10534794507400384,0.01222768226372344,0.02634401152048398,0.0005600256936978203,0.054094434094925724,0.0006047705578061545,2.3525622694891086e-05,0.0036324621523144067,19.35960274272495,0.5028797396355205,0.03903332450944516,0.14849982617629898,0.0014928282730074392,0.012438634725253063 |
| D_joint,8,68.81957983970642,,,,,,,,,,,,,0.0003258566944471871,0.03971902197226882,0.00042520144294636947,6.819209860016902e-06,0.003971930018936595,0.027847389318048955,0.0009379706811159849,0.006126423521588246,0.01189786288452645,,,,0.16833425236363259,0.26068532141664674,0.009988285248197379,0.04491584189236164,0.10516937322441548,0.02256872194878284,0.026381972780520166,0.0005721358282715772,0.05444600988455393,0.0006181724179273091,-2.610537598633932e-06,0.003620637124792362,19.326397348333288,0.33701046694208076,0.03909129602834582,0.1483406105803119,0.0015356188157090434,0.012443892312822518 |
| D_joint,9,68.82844614982605,,,,,,,,,,,,,0.0003642708329910723,0.03880445373555024,0.00048001455046081296,-3.2484048279002306e-05,0.00392903577691565,0.02754180772850911,0.000883034069556743,0.006098118168301881,0.011732873454457149,,,,0.1695266549904195,0.2627213140801778,0.010151118372700043,0.04533350167589055,0.10417238543076175,0.0267986421369844,0.02616322968431093,0.0005478478320852715,0.052526255069231545,0.0005910667193044598,1.397592886523516e-07,0.003836629928425989,19.48759221147608,0.251545496146988,0.039192041382193565,0.14715001187114804,0.0015193893750957042,0.012118425798016015 |
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