[
  {
    "epoch": 1,
    "train": {
      "gate_loss": 0.233507712950229,
      "exist_loss": 0.09729652098402351,
      "type_loss": 1.592733560829294,
      "loss": 1.9235377947635466,
      "gate_mcc": 0.7290502253308165,
      "gate_f1": 0.8898166832896496,
      "exist_mcc": 0.5114809773323137,
      "exist_auroc": 0.836880087852478,
      "exist_f1": 0.5577378602447691,
      "exist_P": 0.7849701347409362,
      "exist_R": 0.43252965939533106,
      "type_acc": 0.7868924607730577,
      "type_trueprob": 0.553879237968804
    },
    "val": {
      "gate_loss": 0.1455438865553932,
      "exist_loss": 0.06525443925339755,
      "type_loss": 0.49688058372602023,
      "loss": 0.7076789095348109,
      "gate_mcc": 0.8835100114419637,
      "gate_f1": 0.9021504008143529,
      "exist_mcc": 0.7962379869209005,
      "exist_auroc": 0.9205309748649597,
      "exist_f1": 0.8234825694567333,
      "exist_P": 0.9555441478439425,
      "exist_R": 0.7234919154228856,
      "type_acc": 0.945429104477612,
      "type_trueprob": 0.8552729967629435
    },
    "lr": 5e-06,
    "arch": "gat"
  },
  {
    "epoch": 2,
    "train": {
      "gate_loss": 0.11578951148522607,
      "exist_loss": 0.05551237820484141,
      "type_loss": 0.2434522993229807,
      "loss": 0.41475418901304817,
      "gate_mcc": 0.820794203629671,
      "gate_f1": 0.9294484816730072,
      "exist_mcc": 0.7721686524396014,
      "exist_auroc": 0.9513823986053467,
      "exist_f1": 0.813980248858249,
      "exist_P": 0.8743805829936383,
      "exist_R": 0.7613853807883658,
      "type_acc": 0.9818503635667815,
      "type_trueprob": 0.963362927296314
    },
    "val": {
      "gate_loss": 0.08767507547012157,
      "exist_loss": 0.04117540912207113,
      "type_loss": 0.14716929329018735,
      "loss": 0.2760197778823801,
      "gate_mcc": 0.8950714580452432,
      "gate_f1": 0.9155473781048759,
      "exist_mcc": 0.8105962174642932,
      "exist_auroc": 0.9765030741691589,
      "exist_f1": 0.8389724039336308,
      "exist_P": 0.947548683824249,
      "exist_R": 0.7527207711442786,
      "type_acc": 0.9929259950248757,
      "type_trueprob": 0.9869719097918984
    },
    "lr": 1e-05,
    "arch": "gat"
  },
  {
    "epoch": 3,
    "train": {
      "gate_loss": 0.10035416010090029,
      "exist_loss": 0.04179822804909372,
      "type_loss": 0.09737429334618111,
      "loss": 0.23952668149617512,
      "gate_mcc": 0.8429654669453145,
      "gate_f1": 0.9408073562116708,
      "exist_mcc": 0.8170479767029393,
      "exist_auroc": 0.9756823182106018,
      "exist_f1": 0.8530921196029088,
      "exist_P": 0.8845174014874471,
      "exist_R": 0.8238231917336395,
      "type_acc": 0.9950918484500574,
      "type_trueprob": 0.9879752615699812
    },
    "val": {
      "gate_loss": 0.07639022237032793,
      "exist_loss": 0.032309820081682844,
      "type_loss": 0.05444880280161846,
      "loss": 0.16314884525362922,
      "gate_mcc": 0.8947942570007705,
      "gate_f1": 0.9164296520423602,
      "exist_mcc": 0.8560392285029125,
      "exist_auroc": 0.9863948225975037,
      "exist_f1": 0.883406611301091,
      "exist_P": 0.9273504273504274,
      "exist_R": 0.8434390547263682,
      "type_acc": 0.9972014925373134,
      "type_trueprob": 0.9949650358575494
    },
    "lr": 1.5e-05,
    "arch": "gat"
  },
  {
    "epoch": 4,
    "train": {
      "gate_loss": 0.09066052288746194,
      "exist_loss": 0.03477694203600792,
      "type_loss": 0.038893613429025385,
      "loss": 0.16433107835249525,
      "gate_mcc": 0.8605193222117558,
      "gate_f1": 0.9487859014616692,
      "exist_mcc": 0.8412746073287823,
      "exist_auroc": 0.9841699600219727,
      "exist_f1": 0.873272227493715,
      "exist_P": 0.8933095843256549,
      "exist_R": 0.8541140451588213,
      "type_acc": 0.9982682740145427,
      "type_trueprob": 0.9947619567006838
    },
    "val": {
      "gate_loss": 0.07109951581922903,
      "exist_loss": 0.026603148386190968,
      "type_loss": 0.019206728419962345,
      "loss": 0.11690939262538236,
      "gate_mcc": 0.9004929349680147,
      "gate_f1": 0.9216788233887362,
      "exist_mcc": 0.8843184176198606,
      "exist_auroc": 0.9908260703086853,
      "exist_f1": 0.9082008302655282,
      "exist_P": 0.915153906866614,
      "exist_R": 0.9013526119402985,
      "type_acc": 0.9989116915422885,
      "type_trueprob": 0.9978478648120639
    },
    "lr": 2e-05,
    "arch": "gat"
  },
  {
    "epoch": 5,
    "train": {
      "gate_loss": 0.08282833982159168,
      "exist_loss": 0.0294909638017427,
      "type_loss": 0.015203859088025577,
      "loss": 0.12752316271135997,
      "gate_mcc": 0.8749026005899397,
      "gate_f1": 0.9547317808158471,
      "exist_mcc": 0.8654192652220324,
      "exist_auroc": 0.9887821674346924,
      "exist_f1": 0.8930317582369754,
      "exist_P": 0.902895532021005,
      "exist_R": 0.8833811710677383,
      "type_acc": 0.9992250287026406,
      "type_trueprob": 0.9978254514592751
    },
    "val": {
      "gate_loss": 0.06476638863108115,
      "exist_loss": 0.023268809924318547,
      "type_loss": 0.0049310735683366835,
      "loss": 0.09296627212373638,
      "gate_mcc": 0.9104640372113978,
      "gate_f1": 0.9298349756618782,
      "exist_mcc": 0.8996789060209838,
      "exist_auroc": 0.9930029511451721,
      "exist_f1": 0.9207625172255397,
      "exist_P": 0.9070135746606335,
      "exist_R": 0.9349347014925373,
      "type_acc": 0.9996113184079602,
      "type_trueprob": 0.9991677568308008
    },
    "lr": 2.5e-05,
    "arch": "gat"
  },
  {
    "epoch": 6,
    "train": {
      "gate_loss": 0.07760254957832836,
      "exist_loss": 0.02563875896705924,
      "type_loss": 0.006509573432698019,
      "loss": 0.10975088197808562,
      "gate_mcc": 0.8860203765290303,
      "gate_f1": 0.9592390704654293,
      "exist_mcc": 0.8808327416728458,
      "exist_auroc": 0.991435706615448,
      "exist_f1": 0.9055096180625581,
      "exist_P": 0.9089401739063374,
      "exist_R": 0.9021048603138155,
      "type_acc": 0.9996842709529277,
      "type_trueprob": 0.9989062392843943
    },
    "val": {
      "gate_loss": 0.061901433539290084,
      "exist_loss": 0.021100371357318765,
      "type_loss": 0.0019105936282564067,
      "loss": 0.08491239852486526,
      "gate_mcc": 0.9158724530661072,
      "gate_f1": 0.9342703596527491,
      "exist_mcc": 0.9078544974198389,
      "exist_auroc": 0.9942768812179565,
      "exist_f1": 0.9271986908703429,
      "exist_P": 0.908223365391784,
      "exist_R": 0.9469838308457711,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999545359928439
    },
    "lr": 3e-05,
    "arch": "gat"
  },
  {
    "epoch": 7,
    "train": {
      "gate_loss": 0.07276029440355615,
      "exist_loss": 0.023068024658079875,
      "type_loss": 0.0030557404400266964,
      "loss": 0.09888405950166272,
      "gate_mcc": 0.8929516083353597,
      "gate_f1": 0.9618935015531941,
      "exist_mcc": 0.8920793329703557,
      "exist_auroc": 0.9930306673049927,
      "exist_f1": 0.9145226786816089,
      "exist_P": 0.9143783535623081,
      "exist_R": 0.9146670493685419,
      "type_acc": 0.9998086490623804,
      "type_trueprob": 0.9993953501179079
    },
    "val": {
      "gate_loss": 0.057751814531191645,
      "exist_loss": 0.01937460925057939,
      "type_loss": 0.0007151889212483094,
      "loss": 0.07784161270301934,
      "gate_mcc": 0.9219215198118031,
      "gate_f1": 0.9390545797477307,
      "exist_mcc": 0.9132451269744478,
      "exist_auroc": 0.9952244758605957,
      "exist_f1": 0.931420547269346,
      "exist_P": 0.9099740452354468,
      "exist_R": 0.9539023631840796,
      "type_acc": 0.9997667910447762,
      "type_trueprob": 0.9997116626977031
    },
    "lr": 3.5e-05,
    "arch": "gat"
  },
  {
    "epoch": 8,
    "train": {
      "gate_loss": 0.06868439567184395,
      "exist_loss": 0.0211332948840756,
      "type_loss": 0.0016542896227260985,
      "loss": 0.09147198017864565,
      "gate_mcc": 0.9007596831760235,
      "gate_f1": 0.9648738374947784,
      "exist_mcc": 0.9016766290969138,
      "exist_auroc": 0.9941407442092896,
      "exist_f1": 0.9221796748704107,
      "exist_P": 0.9192819996006883,
      "exist_R": 0.9250956754688098,
      "type_acc": 0.9998947569843092,
      "type_trueprob": 0.9996330924021345
    },
    "val": {
      "gate_loss": 0.05453947143879756,
      "exist_loss": 0.017989979302226754,
      "type_loss": 0.0005760342355618542,
      "loss": 0.07310548497658617,
      "gate_mcc": 0.9255994076547748,
      "gate_f1": 0.9418844769602928,
      "exist_mcc": 0.9185670069955978,
      "exist_auroc": 0.9958826899528503,
      "exist_f1": 0.9355988773420314,
      "exist_P": 0.9134942971411643,
      "exist_R": 0.9587997512437811,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9997711146426438
    },
    "lr": 4e-05,
    "arch": "gat"
  },
  {
    "epoch": 9,
    "train": {
      "gate_loss": 0.06495802853970496,
      "exist_loss": 0.01970205004698697,
      "type_loss": 0.0013247564817867304,
      "loss": 0.08598483506847866,
      "gate_mcc": 0.9067666051470037,
      "gate_f1": 0.9671262550862094,
      "exist_mcc": 0.9077239363642601,
      "exist_auroc": 0.9948986768722534,
      "exist_f1": 0.9269833104709648,
      "exist_P": 0.9229740496244024,
      "exist_R": 0.9310275545350172,
      "type_acc": 0.9999330271718332,
      "type_trueprob": 0.9997304848496867
    },
    "val": {
      "gate_loss": 0.05285829709916713,
      "exist_loss": 0.017051853054185405,
      "type_loss": 0.0006573580551901786,
      "loss": 0.07056750820854271,
      "gate_mcc": 0.930417943376518,
      "gate_f1": 0.945772868809118,
      "exist_mcc": 0.9221954303539708,
      "exist_auroc": 0.9963222742080688,
      "exist_f1": 0.9384504531836626,
      "exist_P": 0.9161791928915216,
      "exist_R": 0.9618314676616916,
      "type_acc": 0.9997667910447762,
      "type_trueprob": 0.9997844802984848
    },
    "lr": 4.5e-05,
    "arch": "gat"
  },
  {
    "epoch": 10,
    "train": {
      "gate_loss": 0.06200329539359912,
      "exist_loss": 0.018610707366634643,
      "type_loss": 0.000575699880132493,
      "loss": 0.08118970264036625,
      "gate_mcc": 0.9110912056009026,
      "gate_f1": 0.9687493146779534,
      "exist_mcc": 0.9129923535023714,
      "exist_auroc": 0.9954363107681274,
      "exist_f1": 0.9311689670588906,
      "exist_P": 0.9258232924130365,
      "exist_R": 0.9365767317259854,
      "type_acc": 0.9999521622655951,
      "type_trueprob": 0.9998269835514809
    },
    "val": {
      "gate_loss": 0.0515826378993222,
      "exist_loss": 0.016119497127356754,
      "type_loss": 0.0006395610930299983,
      "loss": 0.06834169611970896,
      "gate_mcc": 0.9330566678780715,
      "gate_f1": 0.9478867459991792,
      "exist_mcc": 0.9267331507201786,
      "exist_auroc": 0.996694803237915,
      "exist_f1": 0.942024586431932,
      "exist_P": 0.9201008004743552,
      "exist_R": 0.965018656716418,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998104711670187
    },
    "lr": 5e-05,
    "arch": "gat"
  },
  {
    "epoch": 11,
    "train": {
      "gate_loss": 0.05770241837387731,
      "exist_loss": 0.017531984349901917,
      "type_loss": 0.0003284279816179754,
      "loss": 0.0755628307053972,
      "gate_mcc": 0.9174409002116456,
      "gate_f1": 0.9710831587323604,
      "exist_mcc": 0.9176644793571634,
      "exist_auroc": 0.9959393739700317,
      "exist_f1": 0.9348761649613817,
      "exist_P": 0.9283409746985906,
      "exist_R": 0.94150401836969,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9998798528029642
    },
    "val": {
      "gate_loss": 0.0501296063341795,
      "exist_loss": 0.015495586645654641,
      "type_loss": 0.0007143836446757741,
      "loss": 0.06633957662450991,
      "gate_mcc": 0.9350068913430771,
      "gate_f1": 0.9494500351041423,
      "exist_mcc": 0.9292307451107831,
      "exist_auroc": 0.9969720840454102,
      "exist_f1": 0.9439830090643608,
      "exist_P": 0.9216470413982079,
      "exist_R": 0.9674284825870647,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998124865305364
    },
    "lr": 4.9996650972315495e-05,
    "arch": "gat"
  },
  {
    "epoch": 12,
    "train": {
      "gate_loss": 0.054910956026168224,
      "exist_loss": 0.01666105551916572,
      "type_loss": 0.00016085319727270322,
      "loss": 0.07173286474260664,
      "gate_mcc": 0.9211600973479249,
      "gate_f1": 0.9725004738783665,
      "exist_mcc": 0.9215979553015986,
      "exist_auroc": 0.9963261485099792,
      "exist_f1": 0.9379890602446251,
      "exist_P": 0.9310572355026017,
      "exist_R": 0.9450248756218905,
      "type_acc": 1.0,
      "type_trueprob": 0.9999364667499016
    },
    "val": {
      "gate_loss": 0.0479515823070336,
      "exist_loss": 0.014832099889329152,
      "type_loss": 0.0007585188251183384,
      "loss": 0.06354220102148109,
      "gate_mcc": 0.9363657699464972,
      "gate_f1": 0.9505089505089505,
      "exist_mcc": 0.932079454608371,
      "exist_auroc": 0.9971939325332642,
      "exist_f1": 0.9462520906188232,
      "exist_P": 0.9258405236536745,
      "exist_R": 0.9675839552238806,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998250378305046
    },
    "lr": 4.998660480485269e-05,
    "arch": "gat"
  },
  {
    "epoch": 13,
    "train": {
      "gate_loss": 0.05240860247615078,
      "exist_loss": 0.01598252115103401,
      "type_loss": 0.00015742307843113595,
      "loss": 0.06854854670561593,
      "gate_mcc": 0.9265872846368275,
      "gate_f1": 0.9744676512569548,
      "exist_mcc": 0.9253543294987119,
      "exist_auroc": 0.996617317199707,
      "exist_f1": 0.9409580428878043,
      "exist_P": 0.9340567140540744,
      "exist_R": 0.9479621125143514,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999374383078924
    },
    "val": {
      "gate_loss": 0.04669455057840167,
      "exist_loss": 0.014331442763332177,
      "type_loss": 0.0004930256518785604,
      "loss": 0.0615190189936124,
      "gate_mcc": 0.9367646102326446,
      "gate_f1": 0.950833089739842,
      "exist_mcc": 0.9338763577423119,
      "exist_auroc": 0.997387170791626,
      "exist_f1": 0.9476644749344381,
      "exist_P": 0.9271212909942738,
      "exist_R": 0.9691386815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998814506428455
    },
    "lr": 4.996986424413347e-05,
    "arch": "gat"
  },
  {
    "epoch": 14,
    "train": {
      "gate_loss": 0.05064743111370967,
      "exist_loss": 0.016092163166801315,
      "type_loss": 0.0017341801744837904,
      "loss": 0.06847377445499478,
      "gate_mcc": 0.9286809161522297,
      "gate_f1": 0.9752198474171567,
      "exist_mcc": 0.925467433406048,
      "exist_auroc": 0.996579110622406,
      "exist_f1": 0.9410485636017489,
      "exist_P": 0.9339936481608881,
      "exist_R": 0.9482108687332568,
      "type_acc": 0.9998756218905472,
      "type_trueprob": 0.9997418506912833
    },
    "val": {
      "gate_loss": 0.04707750398672946,
      "exist_loss": 0.014471560881434345,
      "type_loss": 8.575789465928151e-05,
      "loss": 0.06163482276282309,
      "gate_mcc": 0.9371500479524746,
      "gate_f1": 0.9512109920819748,
      "exist_mcc": 0.933437007366771,
      "exist_auroc": 0.9973901510238647,
      "exist_f1": 0.9472885855138414,
      "exist_P": 0.9247741744409892,
      "exist_R": 0.9709266169154229,
      "type_acc": 1.0,
      "type_trueprob": 0.9999680464429346
    },
    "lr": 4.994643386685998e-05,
    "arch": "gat"
  },
  {
    "epoch": 15,
    "train": {
      "gate_loss": 0.04848008982416142,
      "exist_loss": 0.01538391248827896,
      "type_loss": 0.000146821875027618,
      "loss": 0.064010824187468,
      "gate_mcc": 0.9309971517087138,
      "gate_f1": 0.976103903659317,
      "exist_mcc": 0.9279853473301038,
      "exist_auroc": 0.9968665838241577,
      "exist_f1": 0.9430395670646318,
      "exist_P": 0.9358647006171386,
      "exist_R": 0.9503252965939533,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999415119169682
    },
    "val": {
      "gate_loss": 0.04634073002437691,
      "exist_loss": 0.013719180304158647,
      "type_loss": 2.4226161072025033e-05,
      "loss": 0.06008413648960758,
      "gate_mcc": 0.9374894187243287,
      "gate_f1": 0.9514890646812469,
      "exist_mcc": 0.9357088804687822,
      "exist_auroc": 0.9976046085357666,
      "exist_f1": 0.9491280176681136,
      "exist_P": 0.9302134646962233,
      "exist_R": 0.9688277363184079,
      "type_acc": 1.0,
      "type_trueprob": 0.9999843734450897
    },
    "lr": 4.991632007866342e-05,
    "arch": "gat"
  },
  {
    "epoch": 16,
    "train": {
      "gate_loss": 0.04574090569388675,
      "exist_loss": 0.014641351581420301,
      "type_loss": 7.183605177499896e-05,
      "loss": 0.06045409332708205,
      "gate_mcc": 0.9354856401056142,
      "gate_f1": 0.9777283821478383,
      "exist_mcc": 0.9317506130794806,
      "exist_auroc": 0.997158944606781,
      "exist_f1": 0.946018522032869,
      "exist_P": 0.9382905435928324,
      "exist_R": 0.9538748564867968,
      "type_acc": 1.0,
      "type_trueprob": 0.9999671471789565
    },
    "val": {
      "gate_loss": 0.046650532592009464,
      "exist_loss": 0.013257420619390049,
      "type_loss": 4.000346945439137e-05,
      "loss": 0.0599479566808539,
      "gate_mcc": 0.9369118394281757,
      "gate_f1": 0.9510708688838587,
      "exist_mcc": 0.937722621507056,
      "exist_auroc": 0.9977511763572693,
      "exist_f1": 0.9507345926349934,
      "exist_P": 0.9337381005921596,
      "exist_R": 0.9683613184079602,
      "type_acc": 1.0,
      "type_trueprob": 0.999971934719317
    },
    "lr": 4.987953111235279e-05,
    "arch": "gat"
  },
  {
    "epoch": 17,
    "train": {
      "gate_loss": 0.04543566629571334,
      "exist_loss": 0.01444067759482796,
      "type_loss": 0.0005257155260403444,
      "loss": 0.06040205941658165,
      "gate_mcc": 0.9358980546323621,
      "gate_f1": 0.9778652738327873,
      "exist_mcc": 0.9329368192528416,
      "exist_auroc": 0.9972445964813232,
      "exist_f1": 0.9469531531873684,
      "exist_P": 0.9397968414307791,
      "exist_R": 0.9542192881745121,
      "type_acc": 0.9999234596249522,
      "type_trueprob": 0.9998555781601308
    },
    "val": {
      "gate_loss": 0.04632736605999897,
      "exist_loss": 0.01319884896598374,
      "type_loss": 3.107112457578831e-05,
      "loss": 0.0595572861505585,
      "gate_mcc": 0.9380750193680827,
      "gate_f1": 0.9519832985386221,
      "exist_mcc": 0.9396356085406733,
      "exist_auroc": 0.9977948069572449,
      "exist_f1": 0.9522177803160099,
      "exist_P": 0.9331393179613462,
      "exist_R": 0.9720926616915423,
      "type_acc": 1.0,
      "type_trueprob": 0.9999798737577538
    },
    "lr": 4.983607702566414e-05,
    "arch": "gat"
  },
  {
    "epoch": 18,
    "train": {
      "gate_loss": 0.04299259485799821,
      "exist_loss": 0.013939904968566893,
      "type_loss": 4.665060453390041e-05,
      "loss": 0.056979150431099,
      "gate_mcc": 0.9402539815254287,
      "gate_f1": 0.9794152658014692,
      "exist_mcc": 0.935413038574421,
      "exist_auroc": 0.9974246025085449,
      "exist_f1": 0.9489101690650386,
      "exist_P": 0.9418051249187157,
      "exist_R": 0.956123230003827,
      "type_acc": 1.0,
      "type_trueprob": 0.9999792566894344
    },
    "val": {
      "gate_loss": 0.04537096359832511,
      "exist_loss": 0.012709577385023534,
      "type_loss": 5.410107140812868e-05,
      "loss": 0.058134642054756776,
      "gate_mcc": 0.9396731080195203,
      "gate_f1": 0.9532102635550911,
      "exist_mcc": 0.9420121807839448,
      "exist_auroc": 0.997921884059906,
      "exist_f1": 0.9541333537355113,
      "exist_P": 0.939293515101303,
      "exist_R": 0.9694496268656716,
      "type_acc": 1.0,
      "type_trueprob": 0.9999621421728858
    },
    "lr": 4.97859696985109e-05,
    "arch": "gat"
  },
  {
    "epoch": 19,
    "train": {
      "gate_loss": 0.041470621059264426,
      "exist_loss": 0.013650125919685199,
      "type_loss": 0.00015766114345076369,
      "loss": 0.05527840812240039,
      "gate_mcc": 0.9425772491206423,
      "gate_f1": 0.9802664500641829,
      "exist_mcc": 0.9361379230017806,
      "exist_auroc": 0.9975273609161377,
      "exist_f1": 0.9494843061033665,
      "exist_P": 0.9421194909906091,
      "exist_R": 0.9569651741293532,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999366670470561
    },
    "val": {
      "gate_loss": 0.04636624394255135,
      "exist_loss": 0.012562477126940398,
      "type_loss": 3.339837639600137e-05,
      "loss": 0.05896211944588775,
      "gate_mcc": 0.9394304397482744,
      "gate_f1": 0.953063583815029,
      "exist_mcc": 0.9421423448961824,
      "exist_auroc": 0.9979794025421143,
      "exist_f1": 0.9542209155816884,
      "exist_P": 0.9376453815562392,
      "exist_R": 0.9713930348258707,
      "type_acc": 1.0,
      "type_trueprob": 0.9999755759033101
    },
    "lr": 4.9729222829735984e-05,
    "arch": "gat"
  },
  {
    "epoch": 20,
    "train": {
      "gate_loss": 0.04040482581053474,
      "exist_loss": 0.013271146754488625,
      "type_loss": 3.303732418824855e-05,
      "loss": 0.05370900988921161,
      "gate_mcc": 0.9431904628041697,
      "gate_f1": 0.9804672483698529,
      "exist_mcc": 0.9383237350953106,
      "exist_auroc": 0.9976668357849121,
      "exist_f1": 0.9512119874505783,
      "exist_P": 0.943833771322539,
      "exist_R": 0.9587064676616915,
      "type_acc": 1.0,
      "type_trueprob": 0.9999844222245798
    },
    "val": {
      "gate_loss": 0.0456137310005277,
      "exist_loss": 0.012277872942659106,
      "type_loss": 0.00011733112494934311,
      "loss": 0.05800893506813615,
      "gate_mcc": 0.9392111083670815,
      "gate_f1": 0.952882611715675,
      "exist_mcc": 0.9446905235469913,
      "exist_auroc": 0.9980668425559998,
      "exist_f1": 0.9562488038277511,
      "exist_P": 0.9419349973606816,
      "exist_R": 0.9710043532338308,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999366996077755
    },
    "lr": 4.96658519333667e-05,
    "arch": "gat"
  },
  {
    "epoch": 21,
    "train": {
      "gate_loss": 0.038635717901722336,
      "exist_loss": 0.012904754559382121,
      "type_loss": 3.9242126165957715e-05,
      "loss": 0.05157971458727041,
      "gate_mcc": 0.9466625227751834,
      "gate_f1": 0.9816995832578367,
      "exist_mcc": 0.9405800970213283,
      "exist_auroc": 0.9977973699569702,
      "exist_f1": 0.9529956716531247,
      "exist_P": 0.9455285165373314,
      "exist_R": 0.9605817068503636,
      "type_acc": 1.0,
      "type_trueprob": 0.9999832929252802
    },
    "val": {
      "gate_loss": 0.0473978672150296,
      "exist_loss": 0.012033156219450343,
      "type_loss": 4.463018887542128e-05,
      "loss": 0.059475653623355364,
      "gate_mcc": 0.9393541333293278,
      "gate_f1": 0.9530131609328099,
      "exist_mcc": 0.9464276856996273,
      "exist_auroc": 0.9981474876403809,
      "exist_f1": 0.957624521072797,
      "exist_P": 0.9441674221819281,
      "exist_R": 0.9714707711442786,
      "type_acc": 1.0,
      "type_trueprob": 0.9999671247579268
    },
    "lr": 4.959587433437337e-05,
    "arch": "gat"
  },
  {
    "epoch": 22,
    "train": {
      "gate_loss": 0.03696904812820082,
      "exist_loss": 0.012685032769188117,
      "type_loss": 3.155513718612392e-05,
      "loss": 0.04968563603457506,
      "gate_mcc": 0.9491025880343291,
      "gate_f1": 0.9825545171339564,
      "exist_mcc": 0.9418285385939607,
      "exist_auroc": 0.997869074344635,
      "exist_f1": 0.9539824016857931,
      "exist_P": 0.9465163587048653,
      "exist_R": 0.9615671641791045,
      "type_acc": 1.0,
      "type_trueprob": 0.9999850423136206
    },
    "val": {
      "gate_loss": 0.04619943477741976,
      "exist_loss": 0.011782577698277735,
      "type_loss": 5.477104263266723e-05,
      "loss": 0.058036783518330165,
      "gate_mcc": 0.9419248786195795,
      "gate_f1": 0.9549997111663104,
      "exist_mcc": 0.9478023028540535,
      "exist_auroc": 0.9982173442840576,
      "exist_f1": 0.9587119033927545,
      "exist_P": 0.9457680962105741,
      "exist_R": 0.9720149253731343,
      "type_acc": 1.0,
      "type_trueprob": 0.9999616398517766
    },
    "lr": 4.9519309163932836e-05,
    "arch": "gat"
  },
  {
    "epoch": 23,
    "train": {
      "gate_loss": 0.035496010519655716,
      "exist_loss": 0.012902027137169663,
      "type_loss": 0.0020135104734146266,
      "loss": 0.05041154813024,
      "gate_mcc": 0.9507186270439668,
      "gate_f1": 0.9831257242178447,
      "exist_mcc": 0.9411665869830708,
      "exist_auroc": 0.9977946281433105,
      "exist_f1": 0.9534570047207896,
      "exist_P": 0.9466323393500443,
      "exist_R": 0.960380788365863,
      "type_acc": 0.9998182166092614,
      "type_trueprob": 0.9997569513010696
    },
    "val": {
      "gate_loss": 0.046060557483315286,
      "exist_loss": 0.012022081950857105,
      "type_loss": 1.258781075524416e-05,
      "loss": 0.05809522724492763,
      "gate_mcc": 0.9415667136704919,
      "gate_f1": 0.9547239547239548,
      "exist_mcc": 0.945582081210803,
      "exist_auroc": 0.998155415058136,
      "exist_f1": 0.9569440195778526,
      "exist_P": 0.9416767007826611,
      "exist_R": 0.972714552238806,
      "type_acc": 1.0,
      "type_trueprob": 0.999991239914995
    },
    "lr": 4.9436177354198194e-05,
    "arch": "gat"
  },
  {
    "epoch": 24,
    "train": {
      "gate_loss": 0.03423920127379362,
      "exist_loss": 0.012378630092110206,
      "type_loss": 0.0006684409666628112,
      "loss": 0.04728627233256663,
      "gate_mcc": 0.953286389736497,
      "gate_f1": 0.9840336985944445,
      "exist_mcc": 0.9433951759355103,
      "exist_auroc": 0.9979665279388428,
      "exist_f1": 0.9552187768632722,
      "exist_P": 0.9483859407565284,
      "exist_R": 0.9621507845388443,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999542163333535
    },
    "val": {
      "gate_loss": 0.04790359254542956,
      "exist_loss": 0.01155730403758675,
      "type_loss": 0.0001425150162065627,
      "loss": 0.05960341159922287,
      "gate_mcc": 0.940718780123865,
      "gate_f1": 0.9540798711013925,
      "exist_mcc": 0.9484712482755974,
      "exist_auroc": 0.9982790946960449,
      "exist_f1": 0.9592447616854709,
      "exist_P": 0.9472487494315598,
      "exist_R": 0.9715485074626866,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999930585961585
    },
    "lr": 4.9346501632576154e-05,
    "arch": "gat"
  },
  {
    "epoch": 25,
    "train": {
      "gate_loss": 0.03278902125663391,
      "exist_loss": 0.01194457343039974,
      "type_loss": 6.249084175747451e-05,
      "loss": 0.04479608552879113,
      "gate_mcc": 0.9556354517587075,
      "gate_f1": 0.9848495810844053,
      "exist_mcc": 0.9453561292604084,
      "exist_auroc": 0.9981012940406799,
      "exist_f1": 0.9567702276125604,
      "exist_P": 0.9494465118470018,
      "exist_R": 0.9642078071182549,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999789463164384
    },
    "val": {
      "gate_loss": 0.04699489813630808,
      "exist_loss": 0.011335834743644099,
      "type_loss": 7.68412962137453e-06,
      "loss": 0.05833841700957356,
      "gate_mcc": 0.9404268999573498,
      "gate_f1": 0.9538514720285763,
      "exist_mcc": 0.9504768006507309,
      "exist_auroc": 0.9983481168746948,
      "exist_f1": 0.9608333013029943,
      "exist_P": 0.950277503231202,
      "exist_R": 0.9716262437810945,
      "type_acc": 1.0,
      "type_trueprob": 0.9999963095532128
    },
    "lr": 4.9250306515513604e-05,
    "arch": "gat"
  },
  {
    "epoch": 26,
    "train": {
      "gate_loss": 0.03168503959758171,
      "exist_loss": 0.011774393283376459,
      "type_loss": 1.806676842264944e-05,
      "loss": 0.04347749964938082,
      "gate_mcc": 0.9574254158278556,
      "gate_f1": 0.9854877546150677,
      "exist_mcc": 0.946550068318375,
      "exist_auroc": 0.9981576204299927,
      "exist_f1": 0.957714122979804,
      "exist_P": 0.9502943531295625,
      "exist_R": 0.9652506697282817,
      "type_acc": 1.0,
      "type_trueprob": 0.9999902649305353
    },
    "val": {
      "gate_loss": 0.050293846900051536,
      "exist_loss": 0.011175836645356969,
      "type_loss": 6.575347475329148e-06,
      "loss": 0.061476258892883835,
      "gate_mcc": 0.9382548257525108,
      "gate_f1": 0.9521734143823832,
      "exist_mcc": 0.9514466872931964,
      "exist_auroc": 0.9983861446380615,
      "exist_f1": 0.9615990774553141,
      "exist_P": 0.9511063797429853,
      "exist_R": 0.9723258706467661,
      "type_acc": 1.0,
      "type_trueprob": 0.999997046382273
    },
    "lr": 4.9147618301795053e-05,
    "arch": "gat"
  },
  {
    "epoch": 27,
    "train": {
      "gate_loss": 0.030765669415872315,
      "exist_loss": 0.011445698304014694,
      "type_loss": 2.0362302932164328e-05,
      "loss": 0.04223173002281917,
      "gate_mcc": 0.9578255839487,
      "gate_f1": 0.9856158290966683,
      "exist_mcc": 0.9479987518952286,
      "exist_auroc": 0.9982613325119019,
      "exist_f1": 0.958856985379714,
      "exist_P": 0.9524263505158531,
      "exist_R": 0.9653750478377344,
      "type_acc": 1.0,
      "type_trueprob": 0.9999909333419946
    },
    "val": {
      "gate_loss": 0.04815988386819704,
      "exist_loss": 0.01105528209994477,
      "type_loss": 7.532407191821146e-06,
      "loss": 0.059222698375333636,
      "gate_mcc": 0.9389806756663692,
      "gate_f1": 0.9527364612645726,
      "exist_mcc": 0.9515867348011391,
      "exist_auroc": 0.9984239339828491,
      "exist_f1": 0.9617099800092265,
      "exist_P": 0.9513233951931853,
      "exist_R": 0.9723258706467661,
      "type_acc": 1.0,
      "type_trueprob": 0.9999957643078631
    },
    "lr": 4.903846506535279e-05,
    "arch": "gat"
  },
  {
    "epoch": 28,
    "train": {
      "gate_loss": 0.02951044263963504,
      "exist_loss": 0.011291689489526672,
      "type_loss": 2.612151595121676e-05,
      "loss": 0.04082825364511293,
      "gate_mcc": 0.9594870881316936,
      "gate_f1": 0.9862104852348119,
      "exist_mcc": 0.9487189913428791,
      "exist_auroc": 0.9983027577400208,
      "exist_f1": 0.9594279555393066,
      "exist_P": 0.9523154213755856,
      "exist_R": 0.9666475315729047,
      "type_acc": 1.0,
      "type_trueprob": 0.99998543130179
    },
    "val": {
      "gate_loss": 0.049958041870487024,
      "exist_loss": 0.010936032991076929,
      "type_loss": 7.120121279570864e-06,
      "loss": 0.06090119498284352,
      "gate_mcc": 0.9405864835534966,
      "gate_f1": 0.953976816251578,
      "exist_mcc": 0.9521590099300938,
      "exist_auroc": 0.9984591007232666,
      "exist_f1": 0.9621646587891151,
      "exist_P": 0.9528855683464207,
      "exist_R": 0.9716262437810945,
      "type_acc": 1.0,
      "type_trueprob": 0.9999964290590428
    },
    "lr": 4.892287664759177e-05,
    "arch": "gat"
  },
  {
    "epoch": 29,
    "train": {
      "gate_loss": 0.029013805682281325,
      "exist_loss": 0.01106027020475736,
      "type_loss": 1.4716564211532657e-05,
      "loss": 0.040088792451250216,
      "gate_mcc": 0.9607100056924837,
      "gate_f1": 0.9866217593362195,
      "exist_mcc": 0.9498809717934193,
      "exist_auroc": 0.9983714818954468,
      "exist_f1": 0.9603454746713668,
      "exist_P": 0.9537618072527908,
      "exist_R": 0.9670206659012629,
      "type_acc": 1.0,
      "type_trueprob": 0.9999926238966955
    },
    "val": {
      "gate_loss": 0.04964604202538262,
      "exist_loss": 0.010831603599192373,
      "type_loss": 1.3304338558118021e-05,
      "loss": 0.06049094996313311,
      "gate_mcc": 0.9416048963208836,
      "gate_f1": 0.9547646383467279,
      "exist_mcc": 0.9527907920737422,
      "exist_auroc": 0.998493492603302,
      "exist_f1": 0.9626635873749038,
      "exist_P": 0.9534156755108265,
      "exist_R": 0.9720926616915423,
      "type_acc": 1.0,
      "type_trueprob": 0.9999900631124701
    },
    "lr": 4.880088464923127e-05,
    "arch": "gat"
  },
  {
    "epoch": 30,
    "train": {
      "gate_loss": 0.02817832525289351,
      "exist_loss": 0.010950410597843675,
      "type_loss": 2.578529145370016e-05,
      "loss": 0.03915452114219089,
      "gate_mcc": 0.9611343222011809,
      "gate_f1": 0.9867666934079197,
      "exist_mcc": 0.9504346951587938,
      "exist_auroc": 0.9984017014503479,
      "exist_f1": 0.9607832890730034,
      "exist_P": 0.9541787368957415,
      "exist_R": 0.9674799081515499,
      "type_acc": 1.0,
      "type_trueprob": 0.9999899081329802
    },
    "val": {
      "gate_loss": 0.048781904049052895,
      "exist_loss": 0.010742896187329867,
      "type_loss": 6.970497352752825e-06,
      "loss": 0.059531770733735515,
      "gate_mcc": 0.9421074572533349,
      "gate_f1": 0.9551536032156187,
      "exist_mcc": 0.9527905183470784,
      "exist_auroc": 0.9985156059265137,
      "exist_f1": 0.9626610267256297,
      "exist_P": 0.9525150292976181,
      "exist_R": 0.9730254975124378,
      "type_acc": 1.0,
      "type_trueprob": 0.9999959674381201
    },
    "lr": 4.867252242166555e-05,
    "arch": "gat"
  },
  {
    "epoch": 31,
    "train": {
      "gate_loss": 0.027115584759078704,
      "exist_loss": 0.010663917687114242,
      "type_loss": 1.927095363085773e-05,
      "loss": 0.03779877339982381,
      "gate_mcc": 0.9634143028847202,
      "gate_f1": 0.9875606796116505,
      "exist_mcc": 0.9517370154809048,
      "exist_auroc": 0.9984832406044006,
      "exist_f1": 0.9618130602279151,
      "exist_P": 0.9551119371302962,
      "exist_R": 0.9686088786835055,
      "type_acc": 1.0,
      "type_trueprob": 0.9999891364341762
    },
    "val": {
      "gate_loss": 0.05096476436267364,
      "exist_loss": 0.010685232737998242,
      "type_loss": 6.1482835056130315e-06,
      "loss": 0.06165614538417749,
      "gate_mcc": 0.9416411790626855,
      "gate_f1": 0.9547876912497851,
      "exist_mcc": 0.9539486861382814,
      "exist_auroc": 0.9985393285751343,
      "exist_f1": 0.9635796045785641,
      "exist_P": 0.9555147901857373,
      "exist_R": 0.9717817164179104,
      "type_acc": 1.0,
      "type_trueprob": 0.9999966340056107
    },
    "lr": 4.853782505784596e-05,
    "arch": "gat"
  },
  {
    "epoch": 32,
    "train": {
      "gate_loss": 0.026470577854873948,
      "exist_loss": 0.010519703831668059,
      "type_loss": 2.3824347778874002e-05,
      "loss": 0.03701410603432088,
      "gate_mcc": 0.9638780751635544,
      "gate_f1": 0.9877304600896926,
      "exist_mcc": 0.9524431356215681,
      "exist_auroc": 0.9985231757164001,
      "exist_f1": 0.9623710066705942,
      "exist_P": 0.9558495979463173,
      "exist_R": 0.9689820130118637,
      "type_acc": 1.0,
      "type_trueprob": 0.9999881372842303
    },
    "val": {
      "gate_loss": 0.05068152020537478,
      "exist_loss": 0.010574611563578678,
      "type_loss": 2.046990332577721e-05,
      "loss": 0.06127660167227924,
      "gate_mcc": 0.9418591957423817,
      "gate_f1": 0.9549601239313789,
      "exist_mcc": 0.9554994895911505,
      "exist_auroc": 0.9985719919204712,
      "exist_f1": 0.964804749238657,
      "exist_P": 0.9569473120746349,
      "exist_R": 0.9727922885572139,
      "type_acc": 1.0,
      "type_trueprob": 0.9999859194405636
    },
    "lr": 4.83968293826868e-05,
    "arch": "gat"
  },
  {
    "epoch": 33,
    "train": {
      "gate_loss": 0.02529815755205048,
      "exist_loss": 0.010269797006616324,
      "type_loss": 1.4413058319716902e-05,
      "loss": 0.03558236761698652,
      "gate_mcc": 0.9657140467312558,
      "gate_f1": 0.9883618511298823,
      "exist_mcc": 0.9534091526689236,
      "exist_auroc": 0.998588502407074,
      "exist_f1": 0.9631347134257302,
      "exist_P": 0.9566395152384638,
      "exist_R": 0.9697187141216992,
      "type_acc": 1.0,
      "type_trueprob": 0.9999921830093729
    },
    "val": {
      "gate_loss": 0.05186553248334231,
      "exist_loss": 0.010562632871581205,
      "type_loss": 5.849047903042234e-06,
      "loss": 0.06243401440282656,
      "gate_mcc": 0.940899465073753,
      "gate_f1": 0.9542146581857773,
      "exist_mcc": 0.9558253590064327,
      "exist_auroc": 0.9985745549201965,
      "exist_f1": 0.9650619619349111,
      "exist_P": 0.9585857811181839,
      "exist_R": 0.9716262437810945,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971280235853
    },
    "lr": 4.824957394299783e-05,
    "arch": "gat"
  },
  {
    "epoch": 34,
    "train": {
      "gate_loss": 0.024453176540901754,
      "exist_loss": 0.010217191163348816,
      "type_loss": 3.076509671504758e-05,
      "loss": 0.034701132800965616,
      "gate_mcc": 0.9671163691217508,
      "gate_f1": 0.9888495153689042,
      "exist_mcc": 0.9536271908256395,
      "exist_auroc": 0.9986053109169006,
      "exist_f1": 0.9633071547009886,
      "exist_P": 0.9567749181271648,
      "exist_R": 0.9699292001530807,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999857190464632
    },
    "val": {
      "gate_loss": 0.051058024763579554,
      "exist_loss": 0.01056057102876395,
      "type_loss": 2.1101878899164076e-06,
      "loss": 0.06162070598023343,
      "gate_mcc": 0.9426162356090917,
      "gate_f1": 0.9555402773003323,
      "exist_mcc": 0.9546023652159229,
      "exist_auroc": 0.9985823631286621,
      "exist_f1": 0.9640954366458189,
      "exist_P": 0.9576622181316152,
      "exist_R": 0.9706156716417911,
      "type_acc": 1.0,
      "type_trueprob": 0.9999991815110937
    },
    "lr": 4.809609899694593e-05,
    "arch": "gat"
  },
  {
    "epoch": 35,
    "train": {
      "gate_loss": 0.023341015256001935,
      "exist_loss": 0.010195555731941202,
      "type_loss": 0.00036986601316765875,
      "loss": 0.0339064370011108,
      "gate_mcc": 0.9682779715977738,
      "gate_f1": 0.9892483980834729,
      "exist_mcc": 0.9534624668169458,
      "exist_auroc": 0.9986050724983215,
      "exist_f1": 0.9631766276842951,
      "exist_P": 0.9568246834785729,
      "exist_R": 0.9696134711060084,
      "type_acc": 0.9999521622655951,
      "type_trueprob": 0.999937041874275
    },
    "val": {
      "gate_loss": 0.05610754774263511,
      "exist_loss": 0.010587027596884648,
      "type_loss": 8.989489599603543e-05,
      "loss": 0.06678447023551579,
      "gate_mcc": 0.9393066233152276,
      "gate_f1": 0.9529626669711154,
      "exist_mcc": 0.9549415397554987,
      "exist_auroc": 0.9985764026641846,
      "exist_f1": 0.9643584912914761,
      "exist_P": 0.9540509699505515,
      "exist_R": 0.9748911691542289,
      "type_acc": 1.0,
      "type_trueprob": 0.9999707824555203
    },
    "lr": 4.7936446503048906e-05,
    "arch": "gat"
  },
  {
    "epoch": 36,
    "train": {
      "gate_loss": 0.022251594489898274,
      "exist_loss": 0.010544873479629324,
      "type_loss": 0.0018495836200851674,
      "loss": 0.034646051589612765,
      "gate_mcc": 0.9691816394260949,
      "gate_f1": 0.9895708618824378,
      "exist_mcc": 0.9518084453619527,
      "exist_auroc": 0.9985083341598511,
      "exist_f1": 0.9618690576311776,
      "exist_P": 0.9554271797921445,
      "exist_R": 0.968398392652124,
      "type_acc": 0.9998756218905472,
      "type_trueprob": 0.9998208239030163
    },
    "val": {
      "gate_loss": 0.05636780557399873,
      "exist_loss": 0.010609239721627988,
      "type_loss": 3.628759062476239e-05,
      "loss": 0.06701333288625148,
      "gate_mcc": 0.9384435646272232,
      "gate_f1": 0.9522939968043826,
      "exist_mcc": 0.9550044503948756,
      "exist_auroc": 0.9985663294792175,
      "exist_f1": 0.9644137718317463,
      "exist_P": 0.9567046584563604,
      "exist_R": 0.9722481343283582,
      "type_acc": 1.0,
      "type_trueprob": 0.9999691882536779
    },
    "lr": 4.777066010870448e-05,
    "arch": "gat"
  },
  {
    "epoch": 37,
    "train": {
      "gate_loss": 0.021742044032943237,
      "exist_loss": 0.009881026114893866,
      "type_loss": 3.980877851841412e-05,
      "loss": 0.03166287892635552,
      "gate_mcc": 0.9701446990763886,
      "gate_f1": 0.989885435604421,
      "exist_mcc": 0.9555606274578152,
      "exist_auroc": 0.9986951947212219,
      "exist_f1": 0.9648355825888614,
      "exist_P": 0.9584592145015106,
      "exist_R": 0.9712973593570609,
      "type_acc": 1.0,
      "type_trueprob": 0.9999929081376284
    },
    "val": {
      "gate_loss": 0.05606768940494642,
      "exist_loss": 0.010475679525134037,
      "type_loss": 6.815511299626801e-05,
      "loss": 0.06661152404307673,
      "gate_mcc": 0.9417280865391178,
      "gate_f1": 0.9548416599977135,
      "exist_mcc": 0.9571739504657093,
      "exist_auroc": 0.9986172914505005,
      "exist_f1": 0.9661272256768761,
      "exist_P": 0.9600829047363169,
      "exist_R": 0.9722481343283582,
      "type_acc": 1.0,
      "type_trueprob": 0.9999766627057868
    },
    "lr": 4.7598785138257496e-05,
    "arch": "gat"
  },
  {
    "epoch": 38,
    "train": {
      "gate_loss": 0.02177881714681583,
      "exist_loss": 0.009824714225033122,
      "type_loss": 0.00043788993387564804,
      "loss": 0.0320414213057246,
      "gate_mcc": 0.9704593763023728,
      "gate_f1": 0.9900044713043227,
      "exist_mcc": 0.9554400161687987,
      "exist_auroc": 0.9987087845802307,
      "exist_f1": 0.9647402085174731,
      "exist_P": 0.9583734587133443,
      "exist_R": 0.97119211634137,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.9999476135347339
    },
    "val": {
      "gate_loss": 0.05663286007579509,
      "exist_loss": 0.010524465903084607,
      "type_loss": 7.469649464761128e-06,
      "loss": 0.06716479562834446,
      "gate_mcc": 0.9404122500878739,
      "gate_f1": 0.9538162927441914,
      "exist_mcc": 0.9552780913193204,
      "exist_auroc": 0.9986008405685425,
      "exist_f1": 0.9646267445007152,
      "exist_P": 0.9594708913327694,
      "exist_R": 0.9698383084577115,
      "type_acc": 1.0,
      "type_trueprob": 0.999997120888079
    },
    "lr": 4.7420868580608706e-05,
    "arch": "gat"
  },
  {
    "epoch": 39,
    "train": {
      "gate_loss": 0.0210628278487858,
      "exist_loss": 0.009545962451496352,
      "type_loss": 1.0975238661448694e-05,
      "loss": 0.0306197655389436,
      "gate_mcc": 0.9718637237000571,
      "gate_f1": 0.9904815471812399,
      "exist_mcc": 0.9570613305054474,
      "exist_auroc": 0.9987800717353821,
      "exist_f1": 0.9660222083901531,
      "exist_P": 0.9595435195061403,
      "exist_R": 0.9725889781859931,
      "type_acc": 1.0,
      "type_trueprob": 0.9999967794786958
    },
    "val": {
      "gate_loss": 0.05480540104322773,
      "exist_loss": 0.010430882804236803,
      "type_loss": 2.8281961057282305e-05,
      "loss": 0.06526456580852182,
      "gate_mcc": 0.9417299266320984,
      "gate_f1": 0.9548497854077254,
      "exist_mcc": 0.9567266815687969,
      "exist_auroc": 0.9986360669136047,
      "exist_f1": 0.9657706439760201,
      "exist_P": 0.9610499576629975,
      "exist_R": 0.9705379353233831,
      "type_acc": 1.0,
      "type_trueprob": 0.999988887440506
    },
    "lr": 4.7236959076368494e-05,
    "arch": "gat"
  },
  {
    "epoch": 40,
    "train": {
      "gate_loss": 0.019399280993649813,
      "exist_loss": 0.009221064395915041,
      "type_loss": 5.882810425540837e-06,
      "loss": 0.028626228199990396,
      "gate_mcc": 0.9739298786534654,
      "gate_f1": 0.9911922849605742,
      "exist_mcc": 0.9581532726382243,
      "exist_auroc": 0.9988560676574707,
      "exist_f1": 0.966884771940503,
      "exist_P": 0.9611443049463017,
      "exist_R": 0.9726942212016839,
      "type_acc": 1.0,
      "type_trueprob": 0.9999964102720603
    },
    "val": {
      "gate_loss": 0.05915369580973897,
      "exist_loss": 0.010399075400883088,
      "type_loss": 3.041505726739417e-05,
      "loss": 0.06958318626788945,
      "gate_mcc": 0.9407565115434326,
      "gate_f1": 0.9540761024587826,
      "exist_mcc": 0.9562666137676075,
      "exist_auroc": 0.9986581206321716,
      "exist_f1": 0.9654051543998143,
      "exist_P": 0.9611650485436893,
      "exist_R": 0.9696828358208955,
      "type_acc": 1.0,
      "type_trueprob": 0.9999882561057362
    },
    "lr": 4.704710690455899e-05,
    "arch": "gat"
  },
  {
    "epoch": 41,
    "train": {
      "gate_loss": 0.01927847379149115,
      "exist_loss": 0.009183711888955424,
      "type_loss": 8.045901124953658e-06,
      "loss": 0.02847023158157153,
      "gate_mcc": 0.9745610226410734,
      "gate_f1": 0.9914099995676174,
      "exist_mcc": 0.9587093613049594,
      "exist_auroc": 0.998868465423584,
      "exist_f1": 0.9673247980679176,
      "exist_P": 0.9613694565453634,
      "exist_R": 0.9733543819364715,
      "type_acc": 1.0,
      "type_trueprob": 0.9999955660166341
    },
    "val": {
      "gate_loss": 0.05963892038203134,
      "exist_loss": 0.010326487436779882,
      "type_loss": 4.5158464436166903e-05,
      "loss": 0.0700105662832474,
      "gate_mcc": 0.9403786348484447,
      "gate_f1": 0.9537760045597036,
      "exist_mcc": 0.9570232289547759,
      "exist_auroc": 0.9986745119094849,
      "exist_f1": 0.966005337046061,
      "exist_P": 0.9612098822442854,
      "exist_R": 0.9708488805970149,
      "type_acc": 1.0,
      "type_trueprob": 0.9999833792744585
    },
    "lr": 4.68513639688683e-05,
    "arch": "gat"
  },
  {
    "epoch": 42,
    "train": {
      "gate_loss": 0.018977582244365798,
      "exist_loss": 0.008964614315930083,
      "type_loss": 1.0320578559160288e-05,
      "loss": 0.02795251713885504,
      "gate_mcc": 0.9739736849112396,
      "gate_f1": 0.9912065734467349,
      "exist_mcc": 0.9591411159992188,
      "exist_auroc": 0.998918890953064,
      "exist_f1": 0.9676665145985401,
      "exist_P": 0.961307500566508,
      "exist_R": 0.9741102181400689,
      "type_acc": 1.0,
      "type_trueprob": 0.9999947458494225
    },
    "val": {
      "gate_loss": 0.059020721348422,
      "exist_loss": 0.010227619029959077,
      "type_loss": 3.129556508630722e-05,
      "loss": 0.06927963594346738,
      "gate_mcc": 0.941348065833004,
      "gate_f1": 0.9545324890181984,
      "exist_mcc": 0.9579217108799303,
      "exist_auroc": 0.9987123012542725,
      "exist_f1": 0.9667131134850596,
      "exist_P": 0.9626888683317916,
      "exist_R": 0.970771144278607,
      "type_acc": 1.0,
      "type_trueprob": 0.9999877147524807
    },
    "lr": 4.6649783783460565e-05,
    "arch": "gat"
  },
  {
    "epoch": 43,
    "train": {
      "gate_loss": 0.018575086982307046,
      "exist_loss": 0.008824885632206524,
      "type_loss": 7.1690597923283815e-06,
      "loss": 0.0274071416743059,
      "gate_mcc": 0.9756394074175045,
      "gate_f1": 0.9917793612253867,
      "exist_mcc": 0.9599842051404224,
      "exist_auroc": 0.9989573359489441,
      "exist_f1": 0.968332762752482,
      "exist_P": 0.9625113430127041,
      "exist_R": 0.9742250287026406,
      "type_acc": 1.0,
      "type_trueprob": 0.9999962177123323
    },
    "val": {
      "gate_loss": 0.059575712143138684,
      "exist_loss": 0.010265769851241526,
      "type_loss": 6.171354629395728e-06,
      "loss": 0.06984765334900961,
      "gate_mcc": 0.9389536083166196,
      "gate_f1": 0.9526795895096921,
      "exist_mcc": 0.958200180327375,
      "exist_auroc": 0.998705267906189,
      "exist_f1": 0.9669360764144013,
      "exist_P": 0.9620623316660254,
      "exist_R": 0.9718594527363185,
      "type_acc": 1.0,
      "type_trueprob": 0.9999972754227582
    },
    "lr": 4.6442421458345715e-05,
    "arch": "gat"
  },
  {
    "epoch": 44,
    "train": {
      "gate_loss": 0.017220906888162326,
      "exist_loss": 0.008789374009739927,
      "type_loss": 1.1132464102772703e-05,
      "loss": 0.026021413362005027,
      "gate_mcc": 0.9772560389289738,
      "gate_f1": 0.9923384890117802,
      "exist_mcc": 0.96043464090006,
      "exist_auroc": 0.9989646673202515,
      "exist_f1": 0.9686886127005419,
      "exist_P": 0.9631773597041325,
      "exist_R": 0.9742632988901646,
      "type_acc": 1.0,
      "type_trueprob": 0.9999958818642244
    },
    "val": {
      "gate_loss": 0.061881724779491755,
      "exist_loss": 0.010186932353239444,
      "type_loss": 1.9224774231661337e-05,
      "loss": 0.07208788190696286,
      "gate_mcc": 0.9392982925753203,
      "gate_f1": 0.952928453526097,
      "exist_mcc": 0.9583381097592262,
      "exist_auroc": 0.9987180829048157,
      "exist_f1": 0.9670397769084783,
      "exist_P": 0.9636433809340024,
      "exist_R": 0.9704601990049752,
      "type_acc": 1.0,
      "type_trueprob": 0.9999922964518047
    },
    "lr": 4.622933368431292e-05,
    "arch": "gat"
  },
  {
    "epoch": 45,
    "train": {
      "gate_loss": 0.01778385226300146,
      "exist_loss": 0.008615654999521589,
      "type_loss": 8.641277515991375e-06,
      "loss": 0.02640814854003904,
      "gate_mcc": 0.9764244798117478,
      "gate_f1": 0.9920570338098152,
      "exist_mcc": 0.9614285819210691,
      "exist_auroc": 0.999004602432251,
      "exist_f1": 0.9694747255674143,
      "exist_P": 0.9639182083002308,
      "exist_R": 0.9750956754688098,
      "type_acc": 1.0,
      "type_trueprob": 0.9999948246835796
    },
    "val": {
      "gate_loss": 0.059156602733319595,
      "exist_loss": 0.010193324442906996,
      "type_loss": 0.00011812542480317994,
      "loss": 0.06946805260102977,
      "gate_mcc": 0.9414959544053969,
      "gate_f1": 0.9546465856580524,
      "exist_mcc": 0.9595262827426467,
      "exist_auroc": 0.9987351298332214,
      "exist_f1": 0.9679745657568238,
      "exist_P": 0.9655785891089109,
      "exist_R": 0.9703824626865671,
      "type_acc": 1.0,
      "type_trueprob": 0.9999636016341288
    },
    "lr": 4.6010578717431956e-05,
    "arch": "gat"
  },
  {
    "epoch": 46,
    "train": {
      "gate_loss": 0.016849138319775515,
      "exist_loss": 0.008597927918996467,
      "type_loss": 8.297628047835618e-06,
      "loss": 0.02545536386681982,
      "gate_mcc": 0.9771322871969432,
      "gate_f1": 0.9922946191957599,
      "exist_mcc": 0.961224964059543,
      "exist_auroc": 0.9990060925483704,
      "exist_f1": 0.9693135384805659,
      "exist_P": 0.9638893881914421,
      "exist_R": 0.9747990815154994,
      "type_acc": 1.0,
      "type_trueprob": 0.9999960344959118
    },
    "val": {
      "gate_loss": 0.061480405909932305,
      "exist_loss": 0.010181027222195362,
      "type_loss": 8.786076846034558e-05,
      "loss": 0.07174929390058801,
      "gate_mcc": 0.9391962641695671,
      "gate_f1": 0.9528640638358506,
      "exist_mcc": 0.9588086153735512,
      "exist_auroc": 0.9987294673919678,
      "exist_f1": 0.9674094167796939,
      "exist_P": 0.964531334518198,
      "exist_R": 0.9703047263681592,
      "type_acc": 1.0,
      "type_trueprob": 0.9999708316071116
    },
    "lr": 4.5786216363126497e-05,
    "arch": "gat"
  },
  {
    "epoch": 47,
    "train": {
      "gate_loss": 0.01568698962265911,
      "exist_loss": 0.008372269403133301,
      "type_loss": 1.3615693703604657e-05,
      "loss": 0.024072874719496012,
      "gate_mcc": 0.9788261424972469,
      "gate_f1": 0.9928634697507617,
      "exist_mcc": 0.9618645116624942,
      "exist_auroc": 0.9990555644035339,
      "exist_f1": 0.9698192197906755,
      "exist_P": 0.9644965934897805,
      "exist_R": 0.9752009184845005,
      "type_acc": 1.0,
      "type_trueprob": 0.9999917575969032
    },
    "val": {
      "gate_loss": 0.0669267949548981,
      "exist_loss": 0.010064444220041872,
      "type_loss": 0.00020961907269410264,
      "loss": 0.07720085824763408,
      "gate_mcc": 0.9370516769703552,
      "gate_f1": 0.9511793123046319,
      "exist_mcc": 0.9586431140774847,
      "exist_auroc": 0.9987596273422241,
      "exist_f1": 0.9672823014674565,
      "exist_P": 0.9635886754609273,
      "exist_R": 0.9710043532338308,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999476865823589
    },
    "lr": 4.555630795982397e-05,
    "arch": "gat"
  },
  {
    "epoch": 48,
    "train": {
      "gate_loss": 0.015700335105366385,
      "exist_loss": 0.008240660341655607,
      "type_loss": 6.424814344659951e-06,
      "loss": 0.02394742026136665,
      "gate_mcc": 0.9791168779069277,
      "gate_f1": 0.9929655043308588,
      "exist_mcc": 0.9625774333929982,
      "exist_auroc": 0.9990858435630798,
      "exist_f1": 0.9703833001193801,
      "exist_P": 0.9648170391457729,
      "exist_R": 0.9760141599693839,
      "type_acc": 1.0,
      "type_trueprob": 0.9999966572857524
    },
    "val": {
      "gate_loss": 0.06688117715359877,
      "exist_loss": 0.010180160697081412,
      "type_loss": 0.00012193931145167935,
      "loss": 0.07718327716213187,
      "gate_mcc": 0.9356375085709326,
      "gate_f1": 0.9500680889695869,
      "exist_mcc": 0.9595420958905486,
      "exist_auroc": 0.998763382434845,
      "exist_f1": 0.9679894589986049,
      "exist_P": 0.9651468315301391,
      "exist_R": 0.9708488805970149,
      "type_acc": 1.0,
      "type_trueprob": 0.9999623753278706
    },
    "lr": 4.5320916362186225e-05,
    "arch": "gat"
  },
  {
    "epoch": 49,
    "train": {
      "gate_loss": 0.015338746533740902,
      "exist_loss": 0.008070226199291678,
      "type_loss": 1.0429349925506986e-05,
      "loss": 0.023419402082958087,
      "gate_mcc": 0.979134109963432,
      "gate_f1": 0.9929732609540813,
      "exist_mcc": 0.9633483541697241,
      "exist_auroc": 0.9991270899772644,
      "exist_f1": 0.9709923518801429,
      "exist_P": 0.9660407019138801,
      "exist_R": 0.9759950248756218,
      "type_acc": 1.0,
      "type_trueprob": 0.9999941630606172
    },
    "val": {
      "gate_loss": 0.06702051292396828,
      "exist_loss": 0.010208456860886847,
      "type_loss": 0.00017457259081890629,
      "loss": 0.07740354237567404,
      "gate_mcc": 0.9369955648046289,
      "gate_f1": 0.9511212035197274,
      "exist_mcc": 0.9585983961541239,
      "exist_auroc": 0.9987572431564331,
      "exist_f1": 0.967247386759582,
      "exist_P": 0.963442850532161,
      "exist_R": 0.9710820895522388,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999953029575336
    },
    "lr": 4.5080105923925666e-05,
    "arch": "gat"
  },
  {
    "epoch": 50,
    "train": {
      "gate_loss": 0.015660001020811394,
      "exist_loss": 0.007995926018680018,
      "type_loss": 9.470702230549159e-06,
      "loss": 0.02366539774172196,
      "gate_mcc": 0.9787428531565583,
      "gate_f1": 0.9928443906933887,
      "exist_mcc": 0.9637013028535387,
      "exist_auroc": 0.9991422891616821,
      "exist_f1": 0.9712716699739699,
      "exist_P": 0.9662093712424612,
      "exist_R": 0.9763872942977421,
      "type_acc": 1.0,
      "type_trueprob": 0.9999953331638924
    },
    "val": {
      "gate_loss": 0.06617128552149694,
      "exist_loss": 0.010226654024079785,
      "type_loss": 0.0002543956947782266,
      "loss": 0.07665233524035495,
      "gate_mcc": 0.9375724631196907,
      "gate_f1": 0.9515799045237554,
      "exist_mcc": 0.9597677488383655,
      "exist_auroc": 0.9987566471099854,
      "exist_f1": 0.968171610005421,
      "exist_P": 0.9645116494368153,
      "exist_R": 0.9718594527363185,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999419386633
    },
    "lr": 4.483394248021166e-05,
    "arch": "gat"
  },
  {
    "epoch": 51,
    "train": {
      "gate_loss": 0.014856888291077315,
      "exist_loss": 0.007938985635520505,
      "type_loss": 1.6817625567638376e-05,
      "loss": 0.02281269155216546,
      "gate_mcc": 0.9803807789153468,
      "gate_f1": 0.993400456282521,
      "exist_mcc": 0.9641955910083438,
      "exist_auroc": 0.9991527199745178,
      "exist_f1": 0.971662231700409,
      "exist_P": 0.9669076198686916,
      "exist_R": 0.9764638346727899,
      "type_acc": 1.0,
      "type_trueprob": 0.9999936894717182
    },
    "val": {
      "gate_loss": 0.0678660505991187,
      "exist_loss": 0.010263164106692757,
      "type_loss": 0.00010675445948237705,
      "loss": 0.07823596916529384,
      "gate_mcc": 0.9358226387344899,
      "gate_f1": 0.9502041742286752,
      "exist_mcc": 0.9594072361416304,
      "exist_auroc": 0.9987567067146301,
      "exist_f1": 0.9678843993336691,
      "exist_P": 0.9647076994362499,
      "exist_R": 0.9710820895522388,
      "type_acc": 1.0,
      "type_trueprob": 0.9999661521791522
    },
    "lr": 4.458249332967177e-05,
    "arch": "gat"
  },
  {
    "epoch": 52,
    "train": {
      "gate_loss": 0.014596247808626858,
      "exist_loss": 0.00796278979069253,
      "type_loss": 3.634711007565448e-05,
      "loss": 0.022595384709395046,
      "gate_mcc": 0.9801887921621896,
      "gate_f1": 0.9933355404257769,
      "exist_mcc": 0.9635297568220316,
      "exist_auroc": 0.9991496801376343,
      "exist_f1": 0.9711356301705016,
      "exist_P": 0.9663243847450884,
      "exist_R": 0.9759950248756218,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999843990123003
    },
    "val": {
      "gate_loss": 0.06853100912160301,
      "exist_loss": 0.01032538526636487,
      "type_loss": 0.0008759583120599652,
      "loss": 0.07973235270002785,
      "gate_mcc": 0.9367253063534603,
      "gate_f1": 0.9508958947607167,
      "exist_mcc": 0.9598603137116581,
      "exist_auroc": 0.9987753033638,
      "exist_f1": 0.9682373472949388,
      "exist_P": 0.9661016949152542,
      "exist_R": 0.9703824626865671,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999221485868022
    },
    "lr": 4.4325827215993065e-05,
    "arch": "gat"
  },
  {
    "epoch": 53,
    "train": {
      "gate_loss": 0.014051542575570463,
      "exist_loss": 0.007936820898485259,
      "type_loss": 0.0003093889950524879,
      "loss": 0.02229775246910821,
      "gate_mcc": 0.9811114156986975,
      "gate_f1": 0.993644967433157,
      "exist_mcc": 0.9640876072632583,
      "exist_auroc": 0.9991521239280701,
      "exist_f1": 0.9715770636612854,
      "exist_P": 0.9666452003939693,
      "exist_R": 0.9765595101415997,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999555536672342
    },
    "val": {
      "gate_loss": 0.0692849742172316,
      "exist_loss": 0.010306738164156145,
      "type_loss": 9.319413720497205e-05,
      "loss": 0.07968490651859272,
      "gate_mcc": 0.936490208147256,
      "gate_f1": 0.9507174048658765,
      "exist_mcc": 0.9592984905071835,
      "exist_auroc": 0.9987630248069763,
      "exist_f1": 0.9677969385777949,
      "exist_P": 0.9649177034232285,
      "exist_R": 0.970693407960199,
      "type_acc": 1.0,
      "type_trueprob": 0.9999626014956194
    },
    "lr": 4.406401430912822e-05,
    "arch": "gat"
  },
  {
    "epoch": 54,
    "train": {
      "gate_loss": 0.014141591290256645,
      "exist_loss": 0.007560570052731836,
      "type_loss": 3.030939822776475e-05,
      "loss": 0.02173247074121625,
      "gate_mcc": 0.9807600242521508,
      "gate_f1": 0.9935309313587923,
      "exist_mcc": 0.9655319912012611,
      "exist_auroc": 0.9992311596870422,
      "exist_f1": 0.9727195712803526,
      "exist_P": 0.9677727901206508,
      "exist_R": 0.9777171833141982,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999890146062057
    },
    "val": {
      "gate_loss": 0.06775737380697873,
      "exist_loss": 0.010377921540222637,
      "type_loss": 0.00013788809085356216,
      "loss": 0.07827318343805494,
      "gate_mcc": 0.9376359554007647,
      "gate_f1": 0.9516183986371379,
      "exist_mcc": 0.9596340612227483,
      "exist_auroc": 0.9987713694572449,
      "exist_f1": 0.9680524824346881,
      "exist_P": 0.9668139877490889,
      "exist_R": 0.9692941542288557,
      "type_acc": 1.0,
      "type_trueprob": 0.9999595343028728
    },
    "lr": 4.3797126186111786e-05,
    "arch": "gat"
  },
  {
    "epoch": 55,
    "train": {
      "gate_loss": 0.013674322882914394,
      "exist_loss": 0.007567246945057897,
      "type_loss": 1.304794852542808e-05,
      "loss": 0.021254617776497717,
      "gate_mcc": 0.9821271108667757,
      "gate_f1": 0.993992243878924,
      "exist_mcc": 0.9653329901039611,
      "exist_auroc": 0.9992297887802124,
      "exist_f1": 0.972561715904492,
      "exist_P": 0.9679761171397432,
      "exist_R": 0.9771909682357444,
      "type_acc": 1.0,
      "type_trueprob": 0.9999945572314023
    },
    "val": {
      "gate_loss": 0.06713477676267321,
      "exist_loss": 0.010347503189838136,
      "type_loss": 0.0003496253539048253,
      "loss": 0.07783190530641618,
      "gate_mcc": 0.9371245578375305,
      "gate_f1": 0.9512236670262905,
      "exist_mcc": 0.9601485612559042,
      "exist_auroc": 0.998781144618988,
      "exist_f1": 0.9684537684537685,
      "exist_P": 0.9680024852438646,
      "exist_R": 0.9689054726368159,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999327274104256
    },
    "lr": 4.352523581149174e-05,
    "arch": "gat"
  },
  {
    "epoch": 56,
    "train": {
      "gate_loss": 0.01295875349483774,
      "exist_loss": 0.0073312183615711355,
      "type_loss": 3.6105813367296607e-06,
      "loss": 0.020293582437745605,
      "gate_mcc": 0.9829319617653957,
      "gate_f1": 0.9942670531790161,
      "exist_mcc": 0.9664212799030185,
      "exist_auroc": 0.9992775917053223,
      "exist_f1": 0.9734225912735445,
      "exist_P": 0.968864920195625,
      "exist_R": 0.9780233448143896,
      "type_acc": 1.0,
      "type_trueprob": 0.9999980243284311
    },
    "val": {
      "gate_loss": 0.07035029948628162,
      "exist_loss": 0.010415568991916391,
      "type_loss": 0.0004805058229976036,
      "loss": 0.08124637430119562,
      "gate_mcc": 0.9359452044062955,
      "gate_f1": 0.9503151439441259,
      "exist_mcc": 0.9600362838843347,
      "exist_auroc": 0.9987758994102478,
      "exist_f1": 0.968372851100159,
      "exist_P": 0.9668345602479659,
      "exist_R": 0.9699160447761194,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999269594007464
    },
    "lr": 4.3248417517381694e-05,
    "arch": "gat"
  },
  {
    "epoch": 57,
    "train": {
      "gate_loss": 0.013143794292621276,
      "exist_loss": 0.007254388791947024,
      "type_loss": 4.100860375945584e-06,
      "loss": 0.020402283944944245,
      "gate_mcc": 0.9823360004871757,
      "gate_f1": 0.9940649616920254,
      "exist_mcc": 0.9668826385173434,
      "exist_auroc": 0.9992920160293579,
      "exist_f1": 0.9737876926885468,
      "exist_P": 0.9691094813046033,
      "exist_R": 0.9785112897053195,
      "type_acc": 1.0,
      "type_trueprob": 0.9999980500225267
    },
    "val": {
      "gate_loss": 0.0709634965297743,
      "exist_loss": 0.010391764578338134,
      "type_loss": 0.0007351401961788341,
      "loss": 0.08209040130429127,
      "gate_mcc": 0.9357632413092586,
      "gate_f1": 0.9501559398922598,
      "exist_mcc": 0.960660492915907,
      "exist_auroc": 0.9987955689430237,
      "exist_f1": 0.9688640422393043,
      "exist_P": 0.967736931906313,
      "exist_R": 0.9699937810945274,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999922435452689
    },
    "lr": 4.296674698313924e-05,
    "arch": "gat"
  },
  {
    "epoch": 58,
    "train": {
      "gate_loss": 0.0117142208698662,
      "exist_loss": 0.007201286713653882,
      "type_loss": 2.618351878782183e-05,
      "loss": 0.018941691102307905,
      "gate_mcc": 0.984294702324671,
      "gate_f1": 0.9947288560970522,
      "exist_mcc": 0.9670203500399767,
      "exist_auroc": 0.9993008971214294,
      "exist_f1": 0.973896146574018,
      "exist_P": 0.9696061603239481,
      "exist_R": 0.9782242632988901,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999873749287339
    },
    "val": {
      "gate_loss": 0.07414314016808111,
      "exist_loss": 0.010334045672073232,
      "type_loss": 0.0002867952108708962,
      "loss": 0.08476398105102524,
      "gate_mcc": 0.9353309496526078,
      "gate_f1": 0.9498213981969723,
      "exist_mcc": 0.9599713245638397,
      "exist_auroc": 0.9988018274307251,
      "exist_f1": 0.9683180618108402,
      "exist_P": 0.9672665218740304,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999195156405815
    },
    "lr": 4.2680301214675975e-05,
    "arch": "gat"
  },
  {
    "epoch": 59,
    "train": {
      "gate_loss": 0.01207594811943928,
      "exist_loss": 0.007064186567515128,
      "type_loss": 4.34159077878064e-06,
      "loss": 0.019144476277733188,
      "gate_mcc": 0.9839368037026237,
      "gate_f1": 0.9946056360314743,
      "exist_mcc": 0.9678860205674976,
      "exist_auroc": 0.9993290901184082,
      "exist_f1": 0.9745811944648147,
      "exist_P": 0.9701370850002844,
      "exist_R": 0.9790662074244164,
      "type_acc": 1.0,
      "type_trueprob": 0.9999975643165259
    },
    "val": {
      "gate_loss": 0.07418738224736467,
      "exist_loss": 0.01040855388059167,
      "type_loss": 0.0004577017845321407,
      "loss": 0.08505363791248848,
      "gate_mcc": 0.935476808905505,
      "gate_f1": 0.9499206888737821,
      "exist_mcc": 0.9610844860543732,
      "exist_auroc": 0.99880051612854,
      "exist_f1": 0.969195509458882,
      "exist_P": 0.9686311048994487,
      "exist_R": 0.9697605721393034,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999283079558344
    },
    "lr": 4.238915852340487e-05,
    "arch": "gat"
  },
  {
    "epoch": 60,
    "train": {
      "gate_loss": 0.012161878215513507,
      "exist_loss": 0.006949737715201331,
      "type_loss": 1.9538068457831104e-05,
      "loss": 0.01913115399917267,
      "gate_mcc": 0.983656942807446,
      "gate_f1": 0.9945122521343239,
      "exist_mcc": 0.9682902726121151,
      "exist_auroc": 0.9993516206741333,
      "exist_f1": 0.9749005597237108,
      "exist_P": 0.9708078364403966,
      "exist_R": 0.9790279372368924,
      "type_acc": 1.0,
      "type_trueprob": 0.9999961382942185
    },
    "val": {
      "gate_loss": 0.069569021835137,
      "exist_loss": 0.010411878154306227,
      "type_loss": 0.000530799795940336,
      "loss": 0.08051169978538356,
      "gate_mcc": 0.9379035521421725,
      "gate_f1": 0.9518291297432401,
      "exist_mcc": 0.9606725556015433,
      "exist_auroc": 0.9988000392913818,
      "exist_f1": 0.9688761254268861,
      "exist_P": 0.967374457532548,
      "exist_R": 0.9703824626865671,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999260417561033
    },
    "lr": 4.209339850483067e-05,
    "arch": "gat"
  },
  {
    "epoch": 61,
    "train": {
      "gate_loss": 0.011599364590891786,
      "exist_loss": 0.006848028402078661,
      "type_loss": 8.537350024988131e-06,
      "loss": 0.018455930342995436,
      "gate_mcc": 0.9844398866202322,
      "gate_f1": 0.9947799076777061,
      "exist_mcc": 0.9688764829621223,
      "exist_auroc": 0.9993710517883301,
      "exist_f1": 0.9753646723782401,
      "exist_P": 0.9710040488133279,
      "exist_R": 0.9797646383467279,
      "type_acc": 1.0,
      "type_trueprob": 0.9999974298604913
    },
    "val": {
      "gate_loss": 0.0738551522143136,
      "exist_loss": 0.010495750643642452,
      "type_loss": 0.0007218351657487221,
      "loss": 0.08507273802370478,
      "gate_mcc": 0.9373778811420874,
      "gate_f1": 0.9514133272789193,
      "exist_mcc": 0.9606174501844014,
      "exist_auroc": 0.9988078474998474,
      "exist_f1": 0.9688312696502737,
      "exist_P": 0.9675168617722304,
      "exist_R": 0.9701492537313433,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999206992079369
    },
    "lr": 4.1793102016789294e-05,
    "arch": "gat"
  },
  {
    "epoch": 62,
    "train": {
      "gate_loss": 0.011583830192605943,
      "exist_loss": 0.006863810991299773,
      "type_loss": 0.00015248720741173913,
      "loss": 0.018600128391317458,
      "gate_mcc": 0.9843191878477368,
      "gate_f1": 0.9947356308612854,
      "exist_mcc": 0.9690184041402108,
      "exist_auroc": 0.9993661046028137,
      "exist_f1": 0.9754768651918176,
      "exist_P": 0.9711982550144626,
      "exist_R": 0.9797933409873708,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999739528295413
    },
    "val": {
      "gate_loss": 0.07399819634088207,
      "exist_loss": 0.010533495130881212,
      "type_loss": 0.0009553564440539245,
      "loss": 0.08548704791581721,
      "gate_mcc": 0.9348791915755637,
      "gate_f1": 0.9494343891402715,
      "exist_mcc": 0.960402140029266,
      "exist_auroc": 0.9988018274307251,
      "exist_f1": 0.968656542509807,
      "exist_P": 0.9679422494760537,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998908158558518
    },
    "lr": 4.1488351157342137e-05,
    "arch": "gat"
  },
  {
    "epoch": 63,
    "train": {
      "gate_loss": 0.011326068962350803,
      "exist_loss": 0.006826153176351183,
      "type_loss": 2.515404049228811e-05,
      "loss": 0.018177376179194276,
      "gate_mcc": 0.9848227158342892,
      "gate_f1": 0.9949098438443619,
      "exist_mcc": 0.968966635489569,
      "exist_auroc": 0.9993739128112793,
      "exist_f1": 0.9754359897515025,
      "exist_P": 0.9710796305778384,
      "exist_R": 0.9798316111748948,
      "type_acc": 1.0,
      "type_trueprob": 0.9999876751554819
    },
    "val": {
      "gate_loss": 0.07741978466052646,
      "exist_loss": 0.010682943469079576,
      "type_loss": 0.0012193444549223633,
      "loss": 0.0893220725845284,
      "gate_mcc": 0.9351921609772643,
      "gate_f1": 0.9496858905427585,
      "exist_mcc": 0.9603790403735318,
      "exist_auroc": 0.9987863302230835,
      "exist_f1": 0.9686321763128231,
      "exist_P": 0.9686698281893804,
      "exist_R": 0.9685945273631841,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999217853617313
    },
    "lr": 4.117922924233126e-05,
    "arch": "gat"
  },
  {
    "epoch": 64,
    "train": {
      "gate_loss": 0.010779330780732694,
      "exist_loss": 0.006778934395505443,
      "type_loss": 0.0003778529266774176,
      "loss": 0.017936118102915555,
      "gate_mcc": 0.9854456005582983,
      "gate_f1": 0.9951183038442458,
      "exist_mcc": 0.9689853398546009,
      "exist_auroc": 0.9993818402290344,
      "exist_f1": 0.9754503313466826,
      "exist_P": 0.9714654444349551,
      "exist_R": 0.9794680443934175,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.9999625042120798
    },
    "val": {
      "gate_loss": 0.07692678510859167,
      "exist_loss": 0.010736852977332066,
      "type_loss": 0.0013277972973125963,
      "loss": 0.08899143538323634,
      "gate_mcc": 0.9363889061023062,
      "gate_f1": 0.9506172839506173,
      "exist_mcc": 0.961132413894525,
      "exist_auroc": 0.998786449432373,
      "exist_f1": 0.969233159816642,
      "exist_P": 0.9687063208572759,
      "exist_R": 0.9697605721393034,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999206505011563
    },
    "lr": 4.0865820782601664e-05,
    "arch": "gat"
  },
  {
    "epoch": 65,
    "train": {
      "gate_loss": 0.010520796622635576,
      "exist_loss": 0.006595286710051516,
      "type_loss": 2.8798584459077865e-06,
      "loss": 0.017118963191133,
      "gate_mcc": 0.9858315677370222,
      "gate_f1": 0.995247783856844,
      "exist_mcc": 0.9696581989366028,
      "exist_auroc": 0.9994155764579773,
      "exist_f1": 0.9759830838615657,
      "exist_P": 0.9716472116597286,
      "exist_R": 0.9803578262533487,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987177770346
    },
    "val": {
      "gate_loss": 0.07589002527502894,
      "exist_loss": 0.010766445932442217,
      "type_loss": 0.001059711649489713,
      "loss": 0.08771618285696088,
      "gate_mcc": 0.9363201764792703,
      "gate_f1": 0.9505634520641033,
      "exist_mcc": 0.9615272905340841,
      "exist_auroc": 0.9987882375717163,
      "exist_f1": 0.9695463020509634,
      "exist_P": 0.968944099378882,
      "exist_R": 0.9701492537313433,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999192472714097
    },
    "lr": 4.0548211460896874e-05,
    "arch": "gat"
  },
  {
    "epoch": 66,
    "train": {
      "gate_loss": 0.010450112765156094,
      "exist_loss": 0.006457090261668354,
      "type_loss": 1.314737990645843e-05,
      "loss": 0.016920350406730907,
      "gate_mcc": 0.9866025876430863,
      "gate_f1": 0.9955068619204751,
      "exist_mcc": 0.9706493772058178,
      "exist_auroc": 0.9994397759437561,
      "exist_f1": 0.9767670079126511,
      "exist_P": 0.9727032078711918,
      "exist_R": 0.9808649062380406,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971469334611
    },
    "val": {
      "gate_loss": 0.0801677299286683,
      "exist_loss": 0.010929873154687676,
      "type_loss": 0.0010478251953706887,
      "loss": 0.09214542827872667,
      "gate_mcc": 0.9347622930253061,
      "gate_f1": 0.9493384597987108,
      "exist_mcc": 0.9616970422681187,
      "exist_auroc": 0.9987736940383911,
      "exist_f1": 0.9696734059097979,
      "exist_P": 0.9699751088985687,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999218737308065
    },
    "lr": 4.022648810843412e-05,
    "arch": "gat"
  },
  {
    "epoch": 67,
    "train": {
      "gate_loss": 0.010314372858165888,
      "exist_loss": 0.006386302029600082,
      "type_loss": 8.173141465805112e-05,
      "loss": 0.016782406302424023,
      "gate_mcc": 0.9863194571846088,
      "gate_f1": 0.9954139651231328,
      "exist_mcc": 0.9703590791943544,
      "exist_auroc": 0.9994514584541321,
      "exist_f1": 0.9765366962638872,
      "exist_P": 0.9729337018148665,
      "exist_R": 0.9801664753157291,
      "type_acc": 1.0,
      "type_trueprob": 0.9999926609779471
    },
    "val": {
      "gate_loss": 0.08119393948865768,
      "exist_loss": 0.010962099156711641,
      "type_loss": 0.0015281524128273056,
      "loss": 0.09368419105819663,
      "gate_mcc": 0.933097381632971,
      "gate_f1": 0.9480526821547679,
      "exist_mcc": 0.9610708621432562,
      "exist_auroc": 0.9987860321998596,
      "exist_f1": 0.9691811433679219,
      "exist_P": 0.9690681588559882,
      "exist_R": 0.9692941542288557,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999218526764295
    },
    "lr": 3.990073868116561e-05,
    "arch": "gat"
  },
  {
    "epoch": 68,
    "train": {
      "gate_loss": 0.010428719813552763,
      "exist_loss": 0.006251677484990118,
      "type_loss": 0.0001248198593041431,
      "loss": 0.016805217157847024,
      "gate_mcc": 0.986403976248935,
      "gate_f1": 0.9954429142347833,
      "exist_mcc": 0.9708982809483591,
      "exist_auroc": 0.9994761943817139,
      "exist_f1": 0.9769637948038706,
      "exist_P": 0.9730370989019332,
      "exist_R": 0.9809223115193264,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999874855155375
    },
    "val": {
      "gate_loss": 0.07741748230940777,
      "exist_loss": 0.010905839806396403,
      "type_loss": 0.0012465002818712542,
      "loss": 0.08956982239767544,
      "gate_mcc": 0.9340273080330805,
      "gate_f1": 0.94877304082325,
      "exist_mcc": 0.9614613733417421,
      "exist_auroc": 0.9987995624542236,
      "exist_f1": 0.9694896809048156,
      "exist_P": 0.9694520015546055,
      "exist_R": 0.9695273631840796,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999208771322498
    },
    "lr": 3.957105223573213e-05,
    "arch": "gat"
  },
  {
    "epoch": 69,
    "train": {
      "gate_loss": 0.00941366447426099,
      "exist_loss": 0.006182478815690695,
      "type_loss": 4.940122679230113e-06,
      "loss": 0.015601083412630914,
      "gate_mcc": 0.9874772857882642,
      "gate_f1": 0.9958023662004226,
      "exist_mcc": 0.971809855185411,
      "exist_auroc": 0.9994848370552063,
      "exist_f1": 0.9776852694200074,
      "exist_P": 0.9734613159317468,
      "exist_R": 0.9819460390355913,
      "type_acc": 1.0,
      "type_trueprob": 0.9999973999327095
    },
    "val": {
      "gate_loss": 0.0811202807972602,
      "exist_loss": 0.010995090385266451,
      "type_loss": 0.0010584199502338548,
      "loss": 0.09317379113276052,
      "gate_mcc": 0.9347421871117031,
      "gate_f1": 0.9493269992082343,
      "exist_mcc": 0.9624519450774992,
      "exist_auroc": 0.9988095164299011,
      "exist_f1": 0.9702762559738897,
      "exist_P": 0.969937077604288,
      "exist_R": 0.9706156716417911,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999208577088455
    },
    "lr": 3.9237518905115996e-05,
    "arch": "gat"
  },
  {
    "epoch": 70,
    "train": {
      "gate_loss": 0.010088862250510533,
      "exist_loss": 0.0060664532232140985,
      "type_loss": 5.353638433281291e-06,
      "loss": 0.016160669112157914,
      "gate_mcc": 0.9865708912575366,
      "gate_f1": 0.9955011283112701,
      "exist_mcc": 0.9719779179611785,
      "exist_auroc": 0.9995078444480896,
      "exist_f1": 0.9778176029284197,
      "exist_P": 0.9742605854529567,
      "exist_R": 0.9814006888633754,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971831387776
    },
    "val": {
      "gate_loss": 0.07882641993789358,
      "exist_loss": 0.01102770708181753,
      "type_loss": 0.0016663380530021776,
      "loss": 0.09152046507271328,
      "gate_mcc": 0.9341924696683004,
      "gate_f1": 0.948910891089109,
      "exist_mcc": 0.9617806292030899,
      "exist_auroc": 0.998805820941925,
      "exist_f1": 0.9697487476214516,
      "exist_P": 0.9688833708388298,
      "exist_R": 0.9706156716417911,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999912666073486
    },
    "lr": 3.890022987399948e-05,
    "arch": "gat"
  },
  {
    "epoch": 71,
    "train": {
      "gate_loss": 0.009349055557141628,
      "exist_loss": 0.006089173550545357,
      "type_loss": 6.370100145139634e-05,
      "loss": 0.015501930109138381,
      "gate_mcc": 0.9877699950193896,
      "gate_f1": 0.9959041131327067,
      "exist_mcc": 0.9723317717956923,
      "exist_auroc": 0.9995048642158508,
      "exist_f1": 0.978097806921398,
      "exist_P": 0.9743738250318073,
      "exist_R": 0.9818503635667815,
      "type_acc": 1.0,
      "type_trueprob": 0.9999849702679604
    },
    "val": {
      "gate_loss": 0.0833799722499264,
      "exist_loss": 0.011043151293867327,
      "type_loss": 0.0011275646607791898,
      "loss": 0.09555068820457292,
      "gate_mcc": 0.934585130525465,
      "gate_f1": 0.9492081447963802,
      "exist_mcc": 0.961448262827745,
      "exist_auroc": 0.9988093376159668,
      "exist_f1": 0.9694754442586616,
      "exist_P": 0.9698902979849062,
      "exist_R": 0.9690609452736318,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219976847444
    },
    "lr": 3.855927735383586e-05,
    "arch": "gat"
  },
  {
    "epoch": 72,
    "train": {
      "gate_loss": 0.009149189367195422,
      "exist_loss": 0.0059653765913269055,
      "type_loss": 3.1312996579931316e-06,
      "loss": 0.01511769725818032,
      "gate_mcc": 0.9878149817170835,
      "gate_f1": 0.995918191356339,
      "exist_mcc": 0.9720165738824229,
      "exist_auroc": 0.999523401260376,
      "exist_f1": 0.9778483124112359,
      "exist_P": 0.9741990010065903,
      "exist_R": 0.9815250669728282,
      "type_acc": 1.0,
      "type_trueprob": 0.9999985401811976
    },
    "val": {
      "gate_loss": 0.08219041508578766,
      "exist_loss": 0.01130373998043124,
      "type_loss": 0.0010047748125709432,
      "loss": 0.09449892987878984,
      "gate_mcc": 0.9354388306271316,
      "gate_f1": 0.949855842614054,
      "exist_mcc": 0.9609294996518263,
      "exist_auroc": 0.998793363571167,
      "exist_f1": 0.9690553111984742,
      "exist_P": 0.9704529508068918,
      "exist_R": 0.9676616915422885,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999223576849373
    },
    "lr": 3.821475455763979e-05,
    "arch": "gat"
  },
  {
    "epoch": 73,
    "train": {
      "gate_loss": 0.008970047505213657,
      "exist_loss": 0.005869231351304892,
      "type_loss": 3.299455630519988e-06,
      "loss": 0.014842578312149069,
      "gate_mcc": 0.9882662536307945,
      "gate_f1": 0.9960690750468909,
      "exist_mcc": 0.9728499679457471,
      "exist_auroc": 0.9995379447937012,
      "exist_f1": 0.9785068790386036,
      "exist_P": 0.9754599477062039,
      "exist_R": 0.981572904707233,
      "type_acc": 1.0,
      "type_trueprob": 0.9999983098832665
    },
    "val": {
      "gate_loss": 0.08529361940073789,
      "exist_loss": 0.011254988232111962,
      "type_loss": 0.0008571110558153316,
      "loss": 0.09740571868866518,
      "gate_mcc": 0.9341501147566958,
      "gate_f1": 0.94884246188594,
      "exist_mcc": 0.9619351280342352,
      "exist_auroc": 0.9988152980804443,
      "exist_f1": 0.9698596040913158,
      "exist_P": 0.9704257140633512,
      "exist_R": 0.9692941542288557,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999229308977649
    },
    "lr": 3.7866755674503684e-05,
    "arch": "gat"
  },
  {
    "epoch": 74,
    "train": {
      "gate_loss": 0.008947116651760878,
      "exist_loss": 0.0058014584821943485,
      "type_loss": 3.83670241524612e-06,
      "loss": 0.014752411836370471,
      "gate_mcc": 0.9882470251422739,
      "gate_f1": 0.9960615773813802,
      "exist_mcc": 0.9738527760352627,
      "exist_auroc": 0.9995505213737488,
      "exist_f1": 0.9793006766261201,
      "exist_P": 0.9761495099670142,
      "exist_R": 0.9824722541140452,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981004617883
    },
    "val": {
      "gate_loss": 0.08737552700313266,
      "exist_loss": 0.011335746514488284,
      "type_loss": 0.0008298945461871426,
      "loss": 0.09954116806380808,
      "gate_mcc": 0.9318062994946881,
      "gate_f1": 0.9470239774330043,
      "exist_mcc": 0.9621571859194827,
      "exist_auroc": 0.9987995624542236,
      "exist_f1": 0.9700272479564032,
      "exist_P": 0.9714642133167004,
      "exist_R": 0.9685945273631841,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999225640771401
    },
    "lr": 3.751537584384746e-05,
    "arch": "gat"
  },
  {
    "epoch": 75,
    "train": {
      "gate_loss": 0.00847693040798382,
      "exist_loss": 0.005735240207125363,
      "type_loss": 4.842393573953756e-06,
      "loss": 0.014217013008683136,
      "gate_mcc": 0.9890977244678019,
      "gate_f1": 0.9963502076358254,
      "exist_mcc": 0.9737716906263741,
      "exist_auroc": 0.9995607137680054,
      "exist_f1": 0.9792366921738301,
      "exist_P": 0.9759562841530055,
      "exist_R": 0.982539226942212,
      "type_acc": 1.0,
      "type_trueprob": 0.9999978272430385
    },
    "val": {
      "gate_loss": 0.08295582618870788,
      "exist_loss": 0.01138584633491209,
      "type_loss": 0.001103587885980189,
      "loss": 0.09544526040960016,
      "gate_mcc": 0.9333846888797612,
      "gate_f1": 0.948260280162675,
      "exist_mcc": 0.9622938530408589,
      "exist_auroc": 0.9987981915473938,
      "exist_f1": 0.9701312356400171,
      "exist_P": 0.9719859539602029,
      "exist_R": 0.9682835820895522,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999217423633556
    },
    "lr": 3.716071112940832e-05,
    "arch": "gat"
  },
  {
    "epoch": 76,
    "train": {
      "gate_loss": 0.008604645556159368,
      "exist_loss": 0.005669688022819897,
      "type_loss": 9.86390106077713e-06,
      "loss": 0.014284197480040041,
      "gate_mcc": 0.9885003505068268,
      "gate_f1": 0.9961484291914575,
      "exist_mcc": 0.9738822424190701,
      "exist_auroc": 0.9995675683021545,
      "exist_f1": 0.9793242850264346,
      "exist_P": 0.9759603964159137,
      "exist_R": 0.9827114427860697,
      "type_acc": 1.0,
      "type_trueprob": 0.9999940563425268
    },
    "val": {
      "gate_loss": 0.08518909795602814,
      "exist_loss": 0.011419447043833741,
      "type_loss": 0.001184867520083679,
      "loss": 0.09779341251994556,
      "gate_mcc": 0.9333331961678076,
      "gate_f1": 0.9482310387702046,
      "exist_mcc": 0.9619959802295632,
      "exist_auroc": 0.9988124966621399,
      "exist_f1": 0.9699113668169802,
      "exist_P": 0.9700622083981337,
      "exist_R": 0.9697605721393034,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999221171905746
    },
    "lr": 3.680285849297787e-05,
    "arch": "gat"
  },
  {
    "epoch": 77,
    "train": {
      "gate_loss": 0.008586291081461583,
      "exist_loss": 0.005601271581623109,
      "type_loss": 1.1704125838846022e-05,
      "loss": 0.014199266788923538,
      "gate_mcc": 0.9884767461624994,
      "gate_f1": 0.9961415484102749,
      "exist_mcc": 0.974380064734132,
      "exist_auroc": 0.9995809197425842,
      "exist_f1": 0.9797181325806698,
      "exist_P": 0.9764407359537748,
      "exist_R": 0.983017604286261,
      "type_acc": 1.0,
      "type_trueprob": 0.9999936669893845
    },
    "val": {
      "gate_loss": 0.08797476216267193,
      "exist_loss": 0.011556054883831508,
      "type_loss": 0.0016156828432785854,
      "loss": 0.10114649988978201,
      "gate_mcc": 0.9328021018380688,
      "gate_f1": 0.9477961510243241,
      "exist_mcc": 0.9623887868348094,
      "exist_auroc": 0.9988058805465698,
      "exist_f1": 0.9702223604416109,
      "exist_P": 0.9703732503888025,
      "exist_R": 0.9700715174129353,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999218998078386
    },
    "lr": 3.644191576789378e-05,
    "arch": "gat"
  },
  {
    "epoch": 78,
    "train": {
      "gate_loss": 0.007827114248685072,
      "exist_loss": 0.005615598731314683,
      "type_loss": 4.620819677293126e-06,
      "loss": 0.013447333799677047,
      "gate_mcc": 0.9897604689418201,
      "gate_f1": 0.9965733989440034,
      "exist_mcc": 0.9745389721995281,
      "exist_auroc": 0.999580442905426,
      "exist_f1": 0.9798436896490885,
      "exist_P": 0.9767185405595535,
      "exist_R": 0.982988901645618,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971970077497
    },
    "val": {
      "gate_loss": 0.08866149485489289,
      "exist_loss": 0.011422125516761514,
      "type_loss": 0.0012549187455958058,
      "loss": 0.1013385391172502,
      "gate_mcc": 0.9316595193789478,
      "gate_f1": 0.9469111424541607,
      "exist_mcc": 0.9624848624956845,
      "exist_auroc": 0.998814582824707,
      "exist_f1": 0.9702977995490243,
      "exist_P": 0.9705241872764038,
      "exist_R": 0.9700715174129353,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999204912588964
    },
    "lr": 3.607798163229309e-05,
    "arch": "gat"
  },
  {
    "epoch": 79,
    "train": {
      "gate_loss": 0.008272442867848062,
      "exist_loss": 0.005582019663192223,
      "type_loss": 2.2152331949785744e-05,
      "loss": 0.013876614862990072,
      "gate_mcc": 0.9895026218285983,
      "gate_f1": 0.9964871951438525,
      "exist_mcc": 0.9741760779346954,
      "exist_auroc": 0.9995825290679932,
      "exist_f1": 0.9795564118093075,
      "exist_P": 0.9764877019176832,
      "exist_R": 0.9826444699579028,
      "type_acc": 1.0,
      "type_trueprob": 0.9999926698832872
    },
    "val": {
      "gate_loss": 0.08708861549819603,
      "exist_loss": 0.011680710036652575,
      "type_loss": 0.0009170848278244011,
      "loss": 0.09968641036267302,
      "gate_mcc": 0.931963734278701,
      "gate_f1": 0.9471427765555367,
      "exist_mcc": 0.9623364877492445,
      "exist_auroc": 0.9987995028495789,
      "exist_f1": 0.9701800085533222,
      "exist_P": 0.9704441160457339,
      "exist_R": 0.9699160447761194,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999210838951281
    },
    "lr": 3.571115558213463e-05,
    "arch": "gat"
  },
  {
    "epoch": 80,
    "train": {
      "gate_loss": 0.007941836995095652,
      "exist_loss": 0.005421661695530253,
      "type_loss": 2.2198609846678788e-06,
      "loss": 0.013365718551610574,
      "gate_mcc": 0.9895476615512089,
      "gate_f1": 0.9965012608392664,
      "exist_mcc": 0.9749576291028803,
      "exist_auroc": 0.9996076226234436,
      "exist_f1": 0.98017483534669,
      "exist_P": 0.9771782851383091,
      "exist_R": 0.9831898201301187,
      "type_acc": 1.0,
      "type_trueprob": 0.9999988101881854
    },
    "val": {
      "gate_loss": 0.08661469670604616,
      "exist_loss": 0.011608161662433066,
      "type_loss": 0.001193698466568933,
      "loss": 0.09941655683504814,
      "gate_mcc": 0.9323300628762969,
      "gate_f1": 0.9474397335290465,
      "exist_mcc": 0.9629093053345246,
      "exist_auroc": 0.9988115429878235,
      "exist_f1": 0.9706282824353238,
      "exist_P": 0.9714975469200218,
      "exist_R": 0.9697605721393034,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999216553287127
    },
    "lr": 3.534153790399777e-05,
    "arch": "gat"
  },
  {
    "epoch": 81,
    "train": {
      "gate_loss": 0.007875919860455449,
      "exist_loss": 0.005263750746013083,
      "type_loss": 2.6243690634886935e-06,
      "loss": 0.01314229497553202,
      "gate_mcc": 0.9896329100819253,
      "gate_f1": 0.9965300976314144,
      "exist_mcc": 0.9757513293256476,
      "exist_auroc": 0.9996287822723389,
      "exist_f1": 0.9808028922052588,
      "exist_P": 0.9778785890229869,
      "exist_R": 0.9837447378492155,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987611358211
    },
    "val": {
      "gate_loss": 0.08936483973448876,
      "exist_loss": 0.011797481543449997,
      "type_loss": 0.0009547135429082694,
      "loss": 0.10211703482084702,
      "gate_mcc": 0.9331909823231416,
      "gate_f1": 0.9480746462197667,
      "exist_mcc": 0.9629133616842469,
      "exist_auroc": 0.998817503452301,
      "exist_f1": 0.97063285230853,
      "exist_P": 0.9713507201245621,
      "exist_R": 0.9699160447761194,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999212389116856
    },
    "lr": 3.49692296476651e-05,
    "arch": "gat"
  },
  {
    "epoch": 82,
    "train": {
      "gate_loss": 0.007815960201987774,
      "exist_loss": 0.005198703905519804,
      "type_loss": 1.8176249904203037e-06,
      "loss": 0.013016481732497998,
      "gate_mcc": 0.9893967378817351,
      "gate_f1": 0.9964510474438919,
      "exist_mcc": 0.9753965407627357,
      "exist_auroc": 0.999638557434082,
      "exist_f1": 0.9805221438995774,
      "exist_P": 0.9775662361869258,
      "exist_R": 0.9834959816303099,
      "type_acc": 1.0,
      "type_trueprob": 0.9999991201232139
    },
    "val": {
      "gate_loss": 0.08866191642240824,
      "exist_loss": 0.011897436278416152,
      "type_loss": 0.0014175944533087405,
      "loss": 0.10197694715413314,
      "gate_mcc": 0.9333107071147744,
      "gate_f1": 0.9481882831019303,
      "exist_mcc": 0.9622574757144345,
      "exist_auroc": 0.9987996220588684,
      "exist_f1": 0.9701074264362447,
      "exist_P": 0.9714686623012161,
      "exist_R": 0.96875,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999189768264543
    },
    "lr": 3.459433259849643e-05,
    "arch": "gat"
  },
  {
    "epoch": 83,
    "train": {
      "gate_loss": 0.00799896039711902,
      "exist_loss": 0.005151646406278473,
      "type_loss": 6.9171666467488855e-06,
      "loss": 0.013157523970044242,
      "gate_mcc": 0.9893317573093355,
      "gate_f1": 0.9964295720515233,
      "exist_mcc": 0.9765264914067188,
      "exist_auroc": 0.9996451735496521,
      "exist_f1": 0.9814165748701734,
      "exist_P": 0.9783234933401785,
      "exist_R": 0.9845292766934558,
      "type_acc": 1.0,
      "type_trueprob": 0.9999967611570537
    },
    "val": {
      "gate_loss": 0.08702127270276516,
      "exist_loss": 0.012171643446894781,
      "type_loss": 0.0014905389182976118,
      "loss": 0.10068345506795756,
      "gate_mcc": 0.9348408264118752,
      "gate_f1": 0.9493978628371119,
      "exist_mcc": 0.9624982772489914,
      "exist_auroc": 0.9988067150115967,
      "exist_f1": 0.9702962588079573,
      "exist_P": 0.9718474615924511,
      "exist_R": 0.96875,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999180247831108
    },
    "lr": 3.421694924960168e-05,
    "arch": "gat"
  },
  {
    "epoch": 84,
    "train": {
      "gate_loss": 0.007241513368122653,
      "exist_loss": 0.005137756489877779,
      "type_loss": 1.739464524777022e-05,
      "loss": 0.012396664503248203,
      "gate_mcc": 0.9901080143392311,
      "gate_f1": 0.9966878138853165,
      "exist_mcc": 0.9764203525230151,
      "exist_auroc": 0.999644935131073,
      "exist_f1": 0.981332392162848,
      "exist_P": 0.9784018716475824,
      "exist_R": 0.9842805204745503,
      "type_acc": 1.0,
      "type_trueprob": 0.9999934328227402
    },
    "val": {
      "gate_loss": 0.09271715548216833,
      "exist_loss": 0.011988097735897735,
      "type_loss": 0.002178571463678438,
      "loss": 0.1068838246817445,
      "gate_mcc": 0.9316290258214762,
      "gate_f1": 0.9468468468468468,
      "exist_mcc": 0.9631440532651006,
      "exist_auroc": 0.9988219141960144,
      "exist_f1": 0.9708103059079941,
      "exist_P": 0.9720966484801247,
      "exist_R": 0.9695273631840796,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219419351265
    },
    "lr": 3.383718277382027e-05,
    "arch": "gat"
  },
  {
    "epoch": 85,
    "train": {
      "gate_loss": 0.0073483809948826605,
      "exist_loss": 0.005095828347515092,
      "type_loss": 7.400347496801815e-06,
      "loss": 0.012451609689894555,
      "gate_mcc": 0.9907670949746803,
      "gate_f1": 0.9969114964158993,
      "exist_mcc": 0.9765825266471556,
      "exist_auroc": 0.9996520280838013,
      "exist_f1": 0.9814609956131986,
      "exist_P": 0.9782889733840304,
      "exist_R": 0.9846536548029086,
      "type_acc": 1.0,
      "type_trueprob": 0.9999956733186811
    },
    "val": {
      "gate_loss": 0.09078947048656517,
      "exist_loss": 0.01210556277233302,
      "type_loss": 0.0017936654380119135,
      "loss": 0.10468869869691011,
      "gate_mcc": 0.9334944274816543,
      "gate_f1": 0.9483371915758567,
      "exist_mcc": 0.9628755971880598,
      "exist_auroc": 0.9988059401512146,
      "exist_f1": 0.9706065318818041,
      "exist_P": 0.9709085252022402,
      "exist_R": 0.9703047263681592,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999221275694927
    },
    "lr": 3.345513699551477e-05,
    "arch": "gat"
  },
  {
    "epoch": 86,
    "train": {
      "gate_loss": 0.0072309479692456834,
      "exist_loss": 0.005193716984973653,
      "type_loss": 0.0005363489341987604,
      "loss": 0.012961013888418098,
      "gate_mcc": 0.9906156071482496,
      "gate_f1": 0.9968613762541927,
      "exist_mcc": 0.9758583054496912,
      "exist_auroc": 0.9996379613876343,
      "exist_f1": 0.9808874664326291,
      "exist_P": 0.9780278314135429,
      "exist_R": 0.9837638729429774,
      "type_acc": 0.9999330271718332,
      "type_trueprob": 0.999927584841203
    },
    "val": {
      "gate_loss": 0.08869249023297063,
      "exist_loss": 0.012210273848683388,
      "type_loss": 0.002726315855287865,
      "loss": 0.10362907993694188,
      "gate_mcc": 0.9337199079025114,
      "gate_f1": 0.9485094850948509,
      "exist_mcc": 0.9617867201224085,
      "exist_auroc": 0.9987907409667969,
      "exist_f1": 0.9697417548226508,
      "exist_P": 0.9703455790784558,
      "exist_R": 0.9691386815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999209538621096
    },
    "lr": 3.307091636218623e-05,
    "arch": "gat"
  },
  {
    "epoch": 87,
    "train": {
      "gate_loss": 0.006659525958848344,
      "exist_loss": 0.005104167117726271,
      "type_loss": 0.0001230974600237098,
      "loss": 0.011886790536598324,
      "gate_mcc": 0.991366256459588,
      "gate_f1": 0.997112981528827,
      "exist_mcc": 0.9763833530239213,
      "exist_auroc": 0.999652624130249,
      "exist_f1": 0.9813030621005437,
      "exist_P": 0.9784097393950922,
      "exist_R": 0.9842135476463835,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999815907644395
    },
    "val": {
      "gate_loss": 0.09521388382206276,
      "exist_loss": 0.011936123236314348,
      "type_loss": 0.0014215540918419418,
      "loss": 0.10857156115021906,
      "gate_mcc": 0.9307513239627214,
      "gate_f1": 0.9461880881275708,
      "exist_mcc": 0.9624580486447943,
      "exist_auroc": 0.9988235235214233,
      "exist_f1": 0.9702677459526774,
      "exist_P": 0.9714775561097256,
      "exist_R": 0.9690609452736318,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999221103701426
    },
    "lr": 3.268462591591941e-05,
    "arch": "gat"
  },
  {
    "epoch": 88,
    "train": {
      "gate_loss": 0.006864660578195665,
      "exist_loss": 0.004938055142961685,
      "type_loss": 6.952937043983288e-05,
      "loss": 0.011872245091597183,
      "gate_mcc": 0.9911308254675116,
      "gate_f1": 0.9970338343974663,
      "exist_mcc": 0.9771203401520494,
      "exist_auroc": 0.99967360496521,
      "exist_f1": 0.9818866665077359,
      "exist_P": 0.9786437295062491,
      "exist_R": 0.9851511672407195,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999806316885235
    },
    "val": {
      "gate_loss": 0.0924134715980608,
      "exist_loss": 0.011991582887311638,
      "type_loss": 0.0012688334194804476,
      "loss": 0.1056738879048529,
      "gate_mcc": 0.9321366055921069,
      "gate_f1": 0.9472380201587927,
      "exist_mcc": 0.9627951428577353,
      "exist_auroc": 0.9988311529159546,
      "exist_f1": 0.9705321343765814,
      "exist_P": 0.9720077972709552,
      "exist_R": 0.9690609452736318,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219131706959
    },
    "lr": 3.229637126466522e-05,
    "arch": "gat"
  },
  {
    "epoch": 89,
    "train": {
      "gate_loss": 0.006483065385145045,
      "exist_loss": 0.004917785705500628,
      "type_loss": 0.0014739557645023346,
      "loss": 0.012874806855148007,
      "gate_mcc": 0.9914954921819238,
      "gate_f1": 0.9971560305080364,
      "exist_mcc": 0.9773391599467554,
      "exist_auroc": 0.9996793866157532,
      "exist_f1": 0.9820590143909608,
      "exist_P": 0.9795537618032287,
      "exist_R": 0.9845771144278607,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999819005534788
    },
    "val": {
      "gate_loss": 0.09450236226935577,
      "exist_loss": 0.011992036969379742,
      "type_loss": 0.001687798787721285,
      "loss": 0.10818219802645679,
      "gate_mcc": 0.9318705586311135,
      "gate_f1": 0.9470598184585894,
      "exist_mcc": 0.9626566067303941,
      "exist_auroc": 0.9988476634025574,
      "exist_f1": 0.9704257140633512,
      "exist_P": 0.9715599189652485,
      "exist_R": 0.9692941542288557,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219062761288
    },
    "lr": 3.1906258553368605e-05,
    "arch": "gat"
  },
  {
    "epoch": 90,
    "train": {
      "gate_loss": 0.006716251788894127,
      "exist_loss": 0.0048128062018663095,
      "type_loss": 2.9199012447622766e-05,
      "loss": 0.01155825700320806,
      "gate_mcc": 0.9912594937393812,
      "gate_f1": 0.9970769683781125,
      "exist_mcc": 0.9777988635257777,
      "exist_auroc": 0.9996898770332336,
      "exist_f1": 0.9824229932440169,
      "exist_P": 0.9798423937871175,
      "exist_R": 0.9850172215843858,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999899712003057
    },
    "val": {
      "gate_loss": 0.10060137782185163,
      "exist_loss": 0.012376202055660701,
      "type_loss": 0.002111369906830393,
      "loss": 0.11508894978434273,
      "gate_mcc": 0.9289453887870309,
      "gate_f1": 0.9447631904601193,
      "exist_mcc": 0.9628110501476598,
      "exist_auroc": 0.9988078474998474,
      "exist_f1": 0.9705504765609805,
      "exist_P": 0.9714196713651585,
      "exist_R": 0.9696828358208955,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999220131048515
    },
    "lr": 3.1514394434949604e-05,
    "arch": "gat"
  },
  {
    "epoch": 91,
    "train": {
      "gate_loss": 0.006549379333019051,
      "exist_loss": 0.0046610185085150194,
      "type_loss": 1.6580725372300983e-06,
      "loss": 0.0112120559140713,
      "gate_mcc": 0.991496332834359,
      "gate_f1": 0.9971559079548392,
      "exist_mcc": 0.9784826007615871,
      "exist_auroc": 0.9997096657752991,
      "exist_f1": 0.9829643305234735,
      "exist_P": 0.9802567103397749,
      "exist_R": 0.9856869498660543,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992364035956
    },
    "val": {
      "gate_loss": 0.10026629841609473,
      "exist_loss": 0.012614648799181368,
      "type_loss": 0.001464870071740701,
      "loss": 0.1143458172870168,
      "gate_mcc": 0.9303990316632238,
      "gate_f1": 0.9458820882088208,
      "exist_mcc": 0.9635796436645734,
      "exist_auroc": 0.9987989664077759,
      "exist_f1": 0.9711527231673609,
      "exist_P": 0.9727052951727365,
      "exist_R": 0.9696050995024875,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999221141510342
    },
    "lr": 3.1120886041145436e-05,
    "arch": "gat"
  },
  {
    "epoch": 92,
    "train": {
      "gate_loss": 0.006227642886822379,
      "exist_loss": 0.0047915193843035605,
      "type_loss": 0.0003144701952943579,
      "loss": 0.011333632466420298,
      "gate_mcc": 0.9918396518841303,
      "gate_f1": 0.9972708991669061,
      "exist_mcc": 0.9779199943763427,
      "exist_auroc": 0.9996928572654724,
      "exist_f1": 0.9825192336126758,
      "exist_P": 0.9796269700111281,
      "exist_R": 0.9854286261002679,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999816954386813
    },
    "val": {
      "gate_loss": 0.0951850313392348,
      "exist_loss": 0.01257511361624215,
      "type_loss": 0.0018809970679498076,
      "loss": 0.10964114202342676,
      "gate_mcc": 0.9333107071147744,
      "gate_f1": 0.9481882831019303,
      "exist_mcc": 0.9630477322214873,
      "exist_auroc": 0.9988248348236084,
      "exist_f1": 0.9707347447073476,
      "exist_P": 0.9719451371571073,
      "exist_R": 0.9695273631840796,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999212762016562
    },
    "lr": 3.072584095322182e-05,
    "arch": "gat"
  },
  {
    "epoch": 93,
    "train": {
      "gate_loss": 0.006160089081433858,
      "exist_loss": 0.004636936554558215,
      "type_loss": 1.4266298495082464e-06,
      "loss": 0.010798452265841581,
      "gate_mcc": 0.9921593074215875,
      "gate_f1": 0.9973790221239255,
      "exist_mcc": 0.9789688329154356,
      "exist_auroc": 0.9997124671936035,
      "exist_f1": 0.9833490777583755,
      "exist_P": 0.980738118350178,
      "exist_R": 0.9859739762724837,
      "type_acc": 1.0,
      "type_trueprob": 0.9999993490342477
    },
    "val": {
      "gate_loss": 0.09693477804844526,
      "exist_loss": 0.012696470108453125,
      "type_loss": 0.0017371641387528929,
      "loss": 0.11136841229565128,
      "gate_mcc": 0.9318893676902286,
      "gate_f1": 0.9470541849724006,
      "exist_mcc": 0.9634794388409763,
      "exist_auroc": 0.9987951517105103,
      "exist_f1": 0.9710726104730387,
      "exist_P": 0.9727010373605803,
      "exist_R": 0.9694496268656716,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999212091834984
    },
    "lr": 3.032936717256128e-05,
    "arch": "gat"
  },
  {
    "epoch": 94,
    "train": {
      "gate_loss": 0.006020963038836567,
      "exist_loss": 0.004555108119054144,
      "type_loss": 3.4204196755669973e-06,
      "loss": 0.010579491577566278,
      "gate_mcc": 0.9922239199059009,
      "gate_f1": 0.9974005457417779,
      "exist_mcc": 0.9784307409037343,
      "exist_auroc": 0.9997239708900452,
      "exist_f1": 0.9829230703164886,
      "exist_P": 0.9803923434956835,
      "exist_R": 0.9854668962877918,
      "type_acc": 1.0,
      "type_trueprob": 0.9999980360075654
    },
    "val": {
      "gate_loss": 0.0959658490397852,
      "exist_loss": 0.013048015834444716,
      "type_loss": 0.0016617663553745127,
      "loss": 0.11067563122960443,
      "gate_mcc": 0.9325791576259446,
      "gate_f1": 0.9475938239603292,
      "exist_mcc": 0.9632308072927547,
      "exist_auroc": 0.9987789392471313,
      "exist_f1": 0.9708745424811152,
      "exist_P": 0.9726166328600405,
      "exist_R": 0.9691386815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999920460863493
    },
    "lr": 2.9931573091136706e-05,
    "arch": "gat"
  },
  {
    "epoch": 95,
    "train": {
      "gate_loss": 0.006118044686550925,
      "exist_loss": 0.004449366533642512,
      "type_loss": 3.940495574479539e-06,
      "loss": 0.010571351715767917,
      "gate_mcc": 0.9916236307077492,
      "gate_f1": 0.9971992416408136,
      "exist_mcc": 0.9794945361721268,
      "exist_auroc": 0.9997355937957764,
      "exist_f1": 0.98376490126273,
      "exist_P": 0.9813950831222745,
      "exist_R": 0.9861461921163414,
      "type_acc": 1.0,
      "type_trueprob": 0.9999979400926744
    },
    "val": {
      "gate_loss": 0.0961993558434711,
      "exist_loss": 0.012821874808716318,
      "type_loss": 0.001919728389222475,
      "loss": 0.11094095904140988,
      "gate_mcc": 0.9335361686648087,
      "gate_f1": 0.9483605169591964,
      "exist_mcc": 0.963090044001554,
      "exist_auroc": 0.9988206028938293,
      "exist_f1": 0.9707656973802016,
      "exist_P": 0.9722417153996101,
      "exist_R": 0.9692941542288557,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999210495705628
    },
    "lr": 2.9532567461877995e-05,
    "arch": "gat"
  },
  {
    "epoch": 96,
    "train": {
      "gate_loss": 0.0061110663065782715,
      "exist_loss": 0.004387282040023954,
      "type_loss": 3.405331388051587e-06,
      "loss": 0.010501753677990278,
      "gate_mcc": 0.9920725766249033,
      "gate_f1": 0.9973504132350092,
      "exist_mcc": 0.9796394078355457,
      "exist_auroc": 0.9997425079345703,
      "exist_f1": 0.9838795884475156,
      "exist_P": 0.9815001713828694,
      "exist_R": 0.9862705702257941,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981980555549
    },
    "val": {
      "gate_loss": 0.09370682420858047,
      "exist_loss": 0.013250263985520335,
      "type_loss": 0.0023688166571943538,
      "loss": 0.10932590485129515,
      "gate_mcc": 0.9319245924625686,
      "gate_f1": 0.9470896489547529,
      "exist_mcc": 0.9631421028100878,
      "exist_auroc": 0.998807430267334,
      "exist_f1": 0.9708080336291453,
      "exist_P": 0.9721702525724977,
      "exist_R": 0.9694496268656716,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999920889809357
    },
    "lr": 2.913245936894014e-05,
    "arch": "gat"
  },
  {
    "epoch": 97,
    "train": {
      "gate_loss": 0.005935976143184702,
      "exist_loss": 0.00447634547009094,
      "type_loss": 1.3127383864963099e-05,
      "loss": 0.010425448997140603,
      "gate_mcc": 0.9921175953725005,
      "gate_f1": 0.9973644713502955,
      "exist_mcc": 0.9792593203566842,
      "exist_auroc": 0.9997321367263794,
      "exist_f1": 0.9835787062444822,
      "exist_P": 0.9812139966674601,
      "exist_R": 0.9859548411787218,
      "type_acc": 1.0,
      "type_trueprob": 0.9999944592726627
    },
    "val": {
      "gate_loss": 0.09824938321831554,
      "exist_loss": 0.013058530851068373,
      "type_loss": 0.0021755710928510813,
      "loss": 0.11348348516223498,
      "gate_mcc": 0.9334525656742172,
      "gate_f1": 0.9482826687722068,
      "exist_mcc": 0.9625162845870657,
      "exist_auroc": 0.9987975358963013,
      "exist_f1": 0.9703170589379497,
      "exist_P": 0.9711860447005685,
      "exist_R": 0.9694496268656716,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999218592003211
    },
    "lr": 2.8731358197880702e-05,
    "arch": "gat"
  },
  {
    "epoch": 98,
    "train": {
      "gate_loss": 0.005632005047223911,
      "exist_loss": 0.004372485672913551,
      "type_loss": 1.0763146972589012e-05,
      "loss": 0.01001525386711005,
      "gate_mcc": 0.9924818674579786,
      "gate_f1": 0.9974867154961942,
      "exist_mcc": 0.9799500023564796,
      "exist_auroc": 0.9997444748878479,
      "exist_f1": 0.984125620875739,
      "exist_P": 0.9815824790839782,
      "exist_R": 0.9866819747416762,
      "type_acc": 1.0,
      "type_trueprob": 0.9999963728258358
    },
    "val": {
      "gate_loss": 0.0994647310150169,
      "exist_loss": 0.013111494742855053,
      "type_loss": 0.0026232981560801757,
      "loss": 0.11519952391395213,
      "gate_mcc": 0.9324188762710548,
      "gate_f1": 0.9474573407670215,
      "exist_mcc": 0.963021048237635,
      "exist_auroc": 0.998821496963501,
      "exist_f1": 0.9707028206326944,
      "exist_P": 0.9729771946266792,
      "exist_R": 0.9684390547263682,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999919829973534
    },
    "lr": 2.8329373605754877e-05,
    "arch": "gat"
  },
  {
    "epoch": 99,
    "train": {
      "gate_loss": 0.00571679789748425,
      "exist_loss": 0.004387681510894257,
      "type_loss": 0.00020222224631684762,
      "loss": 0.010306701654695355,
      "gate_mcc": 0.992481621296787,
      "gate_f1": 0.9974867515905272,
      "exist_mcc": 0.9796379758923885,
      "exist_auroc": 0.9997432231903076,
      "exist_f1": 0.9838783574823893,
      "exist_P": 0.9815735344532054,
      "exist_R": 0.9861940298507462,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999737257433722
    },
    "val": {
      "gate_loss": 0.10144800135764816,
      "exist_loss": 0.013052989350588698,
      "type_loss": 0.001918975040409268,
      "loss": 0.11641996574864612,
      "gate_mcc": 0.9326879599109897,
      "gate_f1": 0.9476528199932455,
      "exist_mcc": 0.9628953941791943,
      "exist_auroc": 0.998809278011322,
      "exist_f1": 0.9706122766727648,
      "exist_P": 0.9720121618461058,
      "exist_R": 0.9692164179104478,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999217606747328
    },
    "lr": 2.792661549113635e-05,
    "arch": "gat"
  },
  {
    "epoch": 100,
    "train": {
      "gate_loss": 0.0052655622477672075,
      "exist_loss": 0.004322922952938856,
      "type_loss": 1.3835886358489303e-05,
      "loss": 0.009602321087064552,
      "gate_mcc": 0.9929310716810391,
      "gate_f1": 0.9976378348494749,
      "exist_mcc": 0.9799257924402552,
      "exist_auroc": 0.9997504353523254,
      "exist_f1": 0.9841060740571036,
      "exist_P": 0.9818846791245214,
      "exist_R": 0.9863375430539609,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999921777537624
    },
    "val": {
      "gate_loss": 0.09966550001376692,
      "exist_loss": 0.013396251318136158,
      "type_loss": 0.0021099579472761173,
      "loss": 0.11517170927917919,
      "gate_mcc": 0.9326255776501686,
      "gate_f1": 0.9476354207767319,
      "exist_mcc": 0.9635990757860867,
      "exist_auroc": 0.998784601688385,
      "exist_f1": 0.9711751662971175,
      "exist_P": 0.9719691660826909,
      "exist_R": 0.9703824626865671,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999187618345764
    },
    "lr": 2.752319396407216e-05,
    "arch": "gat"
  },
  {
    "epoch": 101,
    "train": {
      "gate_loss": 0.005500309350339157,
      "exist_loss": 0.004214271113716473,
      "type_loss": 1.5094232007729573e-05,
      "loss": 0.00972967469606336,
      "gate_mcc": 0.9928455303166549,
      "gate_f1": 0.9976090468497577,
      "exist_mcc": 0.980413583126075,
      "exist_auroc": 0.9997638463973999,
      "exist_f1": 0.9844921649395963,
      "exist_P": 0.9823025707944794,
      "exist_R": 0.9866915422885573,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999919489887178
    },
    "val": {
      "gate_loss": 0.10166684944999983,
      "exist_loss": 0.013536648713027186,
      "type_loss": 0.0035997623674452446,
      "loss": 0.11880326053047227,
      "gate_mcc": 0.929858272686464,
      "gate_f1": 0.9454565901934323,
      "exist_mcc": 0.9633484089573929,
      "exist_auroc": 0.9987822771072388,
      "exist_f1": 0.9709540332956451,
      "exist_P": 0.9739538521705123,
      "exist_R": 0.9679726368159204,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999054830465743
    },
    "lr": 2.711921931597965e-05,
    "arch": "gat"
  },
  {
    "epoch": 102,
    "train": {
      "gate_loss": 0.00541153955083029,
      "exist_loss": 0.00411318630955646,
      "type_loss": 6.511412204830939e-06,
      "loss": 0.009531237272591581,
      "gate_mcc": 0.992696339353953,
      "gate_f1": 0.99755859375,
      "exist_mcc": 0.9810370731446151,
      "exist_auroc": 0.9997740983963013,
      "exist_f1": 0.9849858735491753,
      "exist_P": 0.9826597851755923,
      "exist_R": 0.9873230003827018,
      "type_acc": 1.0,
      "type_trueprob": 0.9999968504294371
    },
    "val": {
      "gate_loss": 0.10341530259730562,
      "exist_loss": 0.013689968069810602,
      "type_loss": 0.002167480289438999,
      "loss": 0.11927275095655522,
      "gate_mcc": 0.9307716553813936,
      "gate_f1": 0.9461832920513398,
      "exist_mcc": 0.9640082359242008,
      "exist_auroc": 0.9987871050834656,
      "exist_f1": 0.9714864443751948,
      "exist_P": 0.9736102435977514,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999130439402452
    },
    "lr": 2.6714801989493965e-05,
    "arch": "gat"
  },
  {
    "epoch": 103,
    "train": {
      "gate_loss": 0.005488063472423797,
      "exist_loss": 0.0041227436831451775,
      "type_loss": 6.448891112040087e-06,
      "loss": 0.009617256046681013,
      "gate_mcc": 0.993080584521295,
      "gate_f1": 0.9976882430647293,
      "exist_mcc": 0.9808977521873185,
      "exist_auroc": 0.9997743368148804,
      "exist_f1": 0.9848751050339928,
      "exist_P": 0.982922924449188,
      "exist_R": 0.9868350554917719,
      "type_acc": 1.0,
      "type_trueprob": 0.9999985858028162
    },
    "val": {
      "gate_loss": 0.10116732278975367,
      "exist_loss": 0.013448802263606062,
      "type_loss": 0.002351265299373962,
      "loss": 0.1169673903527337,
      "gate_mcc": 0.9324109220363199,
      "gate_f1": 0.9474692819298839,
      "exist_mcc": 0.9640155239359137,
      "exist_auroc": 0.9988044500350952,
      "exist_f1": 0.9714953271028037,
      "exist_P": 0.973314606741573,
      "exist_R": 0.9696828358208955,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999205745126477
    },
    "lr": 2.631005254827407e-05,
    "arch": "gat"
  },
  {
    "epoch": 104,
    "train": {
      "gate_loss": 0.0050960379195316916,
      "exist_loss": 0.004106574644898353,
      "type_loss": 0.0003309706130372114,
      "loss": 0.009533583177467254,
      "gate_mcc": 0.99318972123927,
      "gate_f1": 0.9977238947965507,
      "exist_mcc": 0.9815429618793208,
      "exist_auroc": 0.9997748732566833,
      "exist_f1": 0.9853858824091094,
      "exist_P": 0.9834373659884691,
      "exist_R": 0.9873421354764639,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999841976932214
    },
    "val": {
      "gate_loss": 0.10959732956521001,
      "exist_loss": 0.014073711909815058,
      "type_loss": 0.0024588825810967804,
      "loss": 0.12612992405612186,
      "gate_mcc": 0.9301291067059733,
      "gate_f1": 0.9456527848030124,
      "exist_mcc": 0.9626852601456619,
      "exist_auroc": 0.9987552165985107,
      "exist_f1": 0.9704404720177592,
      "exist_P": 0.97237180988059,
      "exist_R": 0.9685167910447762,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219649170169
    },
    "lr": 2.5905081646775793e-05,
    "arch": "gat"
  },
  {
    "epoch": 105,
    "train": {
      "gate_loss": 0.00472327889470783,
      "exist_loss": 0.004084942764777797,
      "type_loss": 3.325127234510037e-06,
      "loss": 0.008811546786720137,
      "gate_mcc": 0.9936194553781792,
      "gate_f1": 0.9978675282714055,
      "exist_mcc": 0.9808305578923993,
      "exist_auroc": 0.9997768402099609,
      "exist_f1": 0.9848223064366785,
      "exist_P": 0.9825806205832492,
      "exist_R": 0.9870742441637964,
      "type_acc": 1.0,
      "type_trueprob": 0.999998270466188
    },
    "val": {
      "gate_loss": 0.10886163166575036,
      "exist_loss": 0.01391265025411609,
      "type_loss": 0.0021815711785846416,
      "loss": 0.12495585309845109,
      "gate_mcc": 0.931966221355418,
      "gate_f1": 0.9470959027465106,
      "exist_mcc": 0.9626220554128344,
      "exist_auroc": 0.998783528804779,
      "exist_f1": 0.9703842257033747,
      "exist_P": 0.9728863884982029,
      "exist_R": 0.9678949004975125,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999220170340135
    },
    "lr": 2.5500000000000013e-05,
    "arch": "gat"
  },
  {
    "epoch": 106,
    "train": {
      "gate_loss": 0.004723973739708579,
      "exist_loss": 0.003991380806352972,
      "type_loss": 0.00010089520188474573,
      "loss": 0.008816249747946297,
      "gate_mcc": 0.9935533770866154,
      "gate_f1": 0.9978462201163041,
      "exist_mcc": 0.9815228780836363,
      "exist_auroc": 0.9997892379760742,
      "exist_f1": 0.9853702775590082,
      "exist_P": 0.9831880744868314,
      "exist_R": 0.9875621890547264,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999846563912241
    },
    "val": {
      "gate_loss": 0.10517722604116282,
      "exist_loss": 0.013953296461618348,
      "type_loss": 0.002379525255935825,
      "loss": 0.12151004775871699,
      "gate_mcc": 0.9303878095210022,
      "gate_f1": 0.9458759986497132,
      "exist_mcc": 0.9629282729293214,
      "exist_auroc": 0.9987988471984863,
      "exist_f1": 0.9706317675469346,
      "exist_P": 0.9726775956284153,
      "exist_R": 0.9685945273631841,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999220303042018
    },
    "lr": 2.509491835322423e-05,
    "arch": "gat"
  },
  {
    "epoch": 107,
    "train": {
      "gate_loss": 0.004730413411188133,
      "exist_loss": 0.0039725853056980075,
      "type_loss": 3.2337820306280183e-06,
      "loss": 0.008706232498916769,
      "gate_mcc": 0.994132646358107,
      "gate_f1": 0.9980402432108425,
      "exist_mcc": 0.9814369926374127,
      "exist_auroc": 0.9997904300689697,
      "exist_f1": 0.9853021905893922,
      "exist_P": 0.9832042451437119,
      "exist_R": 0.9874091083046307,
      "type_acc": 1.0,
      "type_trueprob": 0.9999983701038032
    },
    "val": {
      "gate_loss": 0.10528104528994403,
      "exist_loss": 0.014079829646043956,
      "type_loss": 0.0028506718914631628,
      "loss": 0.12221154682745115,
      "gate_mcc": 0.9328832648632287,
      "gate_f1": 0.947825107054316,
      "exist_mcc": 0.9636471052253641,
      "exist_auroc": 0.9987971782684326,
      "exist_f1": 0.971192453124391,
      "exist_P": 0.9740401907889593,
      "exist_R": 0.9683613184079602,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999205387795149
    },
    "lr": 2.4689947451725965e-05,
    "arch": "gat"
  },
  {
    "epoch": 108,
    "train": {
      "gate_loss": 0.0046530386082816325,
      "exist_loss": 0.003879922017282438,
      "type_loss": 1.5851476222564613e-06,
      "loss": 0.008534545773186327,
      "gate_mcc": 0.9938975808887297,
      "gate_f1": 0.9979610591005685,
      "exist_mcc": 0.9819234503463317,
      "exist_auroc": 0.9998008608818054,
      "exist_f1": 0.9856871413430599,
      "exist_P": 0.983705284823998,
      "exist_R": 0.9876769996172982,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992264033367
    },
    "val": {
      "gate_loss": 0.11228174606196387,
      "exist_loss": 0.01419835282859293,
      "type_loss": 0.002912287001097242,
      "loss": 0.12939238589165405,
      "gate_mcc": 0.9310186679486483,
      "gate_f1": 0.9463502418175682,
      "exist_mcc": 0.963830146106707,
      "exist_auroc": 0.9987930059432983,
      "exist_f1": 0.9713529503347346,
      "exist_P": 0.9727159338946055,
      "exist_R": 0.9699937810945274,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999184638113525
    },
    "lr": 2.428519801050607e-05,
    "arch": "gat"
  },
  {
    "epoch": 109,
    "train": {
      "gate_loss": 0.004375650385112033,
      "exist_loss": 0.0038025132252470792,
      "type_loss": 4.051233032954815e-05,
      "loss": 0.00821867594068866,
      "gate_mcc": 0.9940470122086358,
      "gate_f1": 0.9980114717262867,
      "exist_mcc": 0.9822232806908854,
      "exist_auroc": 0.9998078346252441,
      "exist_f1": 0.9859243697478992,
      "exist_P": 0.9840449866565002,
      "exist_R": 0.9878109452736319,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.999986462277377
    },
    "val": {
      "gate_loss": 0.11442015547275887,
      "exist_loss": 0.014330658449978797,
      "type_loss": 0.0029807049384058867,
      "loss": 0.13173151886114354,
      "gate_mcc": 0.9308609600686191,
      "gate_f1": 0.9462317210348705,
      "exist_mcc": 0.9637669379338408,
      "exist_auroc": 0.9987852573394775,
      "exist_f1": 0.9712972699302879,
      "exist_P": 0.9732303129633966,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999215308558288
    },
    "lr": 2.3880780684020374e-05,
    "arch": "gat"
  },
  {
    "epoch": 110,
    "train": {
      "gate_loss": 0.0045873071093712105,
      "exist_loss": 0.0037861422452022293,
      "type_loss": 0.00016443293981197477,
      "loss": 0.008537882294385415,
      "gate_mcc": 0.9940051805523321,
      "gate_f1": 0.9979969415666932,
      "exist_mcc": 0.9825642326151726,
      "exist_auroc": 0.9998098611831665,
      "exist_f1": 0.986194517906073,
      "exist_P": 0.9841180617747375,
      "exist_R": 0.9882797550707998,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999888302218718
    },
    "val": {
      "gate_loss": 0.11685444190269315,
      "exist_loss": 0.014672382324696458,
      "type_loss": 0.002683430684884969,
      "loss": 0.13421025491227456,
      "gate_mcc": 0.9306356216809961,
      "gate_f1": 0.9460599583778615,
      "exist_mcc": 0.9640046467841866,
      "exist_auroc": 0.9987780451774597,
      "exist_f1": 0.9714820009350164,
      "exist_P": 0.9737582005623243,
      "exist_R": 0.9692164179104478,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999201159127316
    },
    "lr": 2.3476806035927877e-05,
    "arch": "gat"
  },
  {
    "epoch": 111,
    "train": {
      "gate_loss": 0.004459185990133572,
      "exist_loss": 0.0037141929070131823,
      "type_loss": 1.7512664921461753e-06,
      "loss": 0.0081751301636389,
      "gate_mcc": 0.9941967003002429,
      "gate_f1": 0.9980618485657679,
      "exist_mcc": 0.9825625427632341,
      "exist_auroc": 0.9998164772987366,
      "exist_f1": 0.9861930678888572,
      "exist_P": 0.9842195540308748,
      "exist_R": 0.9881745120551091,
      "type_acc": 1.0,
      "type_trueprob": 0.9999990201206258
    },
    "val": {
      "gate_loss": 0.11530929484469728,
      "exist_loss": 0.014599951161506964,
      "type_loss": 0.0025659395798996103,
      "loss": 0.13247518558610386,
      "gate_mcc": 0.9317741035495698,
      "gate_f1": 0.9469419906599899,
      "exist_mcc": 0.9638244681276575,
      "exist_auroc": 0.998762845993042,
      "exist_f1": 0.9713462586623063,
      "exist_P": 0.9729371392918421,
      "exist_R": 0.9697605721393034,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999194054757777
    },
    "lr": 2.307338450886368e-05,
    "arch": "gat"
  },
  {
    "epoch": 112,
    "train": {
      "gate_loss": 0.004414019606056378,
      "exist_loss": 0.0037265047507267285,
      "type_loss": 4.2666336504862835e-05,
      "loss": 0.008183190693287969,
      "gate_mcc": 0.9937691992553769,
      "gate_f1": 0.9979178931951006,
      "exist_mcc": 0.9826972724658825,
      "exist_auroc": 0.9998152256011963,
      "exist_f1": 0.9862994073741567,
      "exist_P": 0.9845738747413884,
      "exist_R": 0.9880309988518944,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999856447379707
    },
    "val": {
      "gate_loss": 0.11201381454887914,
      "exist_loss": 0.014841194035024437,
      "type_loss": 0.003214341140992137,
      "loss": 0.13006934972489573,
      "gate_mcc": 0.9319463291034025,
      "gate_f1": 0.9471015717424369,
      "exist_mcc": 0.963743781359249,
      "exist_auroc": 0.9987928867340088,
      "exist_f1": 0.9712681766792717,
      "exist_P": 0.9741925392977242,
      "exist_R": 0.9683613184079602,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219336319919
    },
    "lr": 2.2670626394245164e-05,
    "arch": "gat"
  },
  {
    "epoch": 113,
    "train": {
      "gate_loss": 0.004059274465822665,
      "exist_loss": 0.0037269837100321335,
      "type_loss": 8.972376304751479e-06,
      "loss": 0.00779523055215955,
      "gate_mcc": 0.9946911828320284,
      "gate_f1": 0.9982269630820694,
      "exist_mcc": 0.9828299716325068,
      "exist_auroc": 0.9998170137405396,
      "exist_f1": 0.9864044659443094,
      "exist_P": 0.9846787495113789,
      "exist_R": 0.9881362418675852,
      "type_acc": 1.0,
      "type_trueprob": 0.9999968055377644
    },
    "val": {
      "gate_loss": 0.11542586417589344,
      "exist_loss": 0.014788994989759979,
      "type_loss": 0.002629857655659211,
      "loss": 0.13284471682131263,
      "gate_mcc": 0.9317064009359313,
      "gate_f1": 0.9468887138516935,
      "exist_mcc": 0.9630861920574129,
      "exist_auroc": 0.9987865686416626,
      "exist_f1": 0.9707611446369475,
      "exist_P": 0.9723890492161298,
      "exist_R": 0.9691386815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999920753845528
    },
    "lr": 2.226864180211933e-05,
    "arch": "gat"
  },
  {
    "epoch": 114,
    "train": {
      "gate_loss": 0.004093992486734313,
      "exist_loss": 0.0036678279253690173,
      "type_loss": 5.1438953367409844e-06,
      "loss": 0.007766964307440071,
      "gate_mcc": 0.9945623376981613,
      "gate_f1": 0.9981838672859223,
      "exist_mcc": 0.9830067291913704,
      "exist_auroc": 0.999821126461029,
      "exist_f1": 0.9865445586156844,
      "exist_P": 0.9847014640841848,
      "exist_R": 0.9883945656333716,
      "type_acc": 1.0,
      "type_trueprob": 0.9999970163461398
    },
    "val": {
      "gate_loss": 0.11334222957635233,
      "exist_loss": 0.014849535676172289,
      "type_loss": 0.0033965248920946552,
      "loss": 0.13158829014461929,
      "gate_mcc": 0.931528292494667,
      "gate_f1": 0.9467755561813573,
      "exist_mcc": 0.9630729974059967,
      "exist_auroc": 0.9987820982933044,
      "exist_f1": 0.9707451988625297,
      "exist_P": 0.9729054423362223,
      "exist_R": 0.9685945273631841,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999182675015273
    },
    "lr": 2.1867540631059884e-05,
    "arch": "gat"
  },
  {
    "epoch": 115,
    "train": {
      "gate_loss": 0.004370239438114142,
      "exist_loss": 0.0036390300267240116,
      "type_loss": 9.689889122374154e-05,
      "loss": 0.008106168356061896,
      "gate_mcc": 0.9944756382760409,
      "gate_f1": 0.9981552596633528,
      "exist_mcc": 0.9829016211767542,
      "exist_auroc": 0.999824047088623,
      "exist_f1": 0.9864611240848722,
      "exist_P": 0.9847821734031293,
      "exist_R": 0.9881458094144662,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999891954867994
    },
    "val": {
      "gate_loss": 0.11576408693371196,
      "exist_loss": 0.015026273622369725,
      "type_loss": 0.002564184548225496,
      "loss": 0.13335454510430717,
      "gate_mcc": 0.9317427476848594,
      "gate_f1": 0.9469415343021291,
      "exist_mcc": 0.962427155006792,
      "exist_auroc": 0.9987800717353821,
      "exist_f1": 0.9702306733167082,
      "exist_P": 0.97265625,
      "exist_R": 0.9678171641791045,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999107491614213
    },
    "lr": 2.1467432538122035e-05,
    "arch": "gat"
  },
  {
    "epoch": 116,
    "train": {
      "gate_loss": 0.0041001115197967265,
      "exist_loss": 0.0036431440175402003,
      "type_loss": 1.284097994742911e-05,
      "loss": 0.007756096517284356,
      "gate_mcc": 0.9946492381312225,
      "gate_f1": 0.9982124525294873,
      "exist_mcc": 0.9832494807261993,
      "exist_auroc": 0.9998224973678589,
      "exist_f1": 0.9867363363248619,
      "exist_P": 0.985188223063644,
      "exist_R": 0.9882893226176809,
      "type_acc": 1.0,
      "type_trueprob": 0.9999957485761033
    },
    "val": {
      "gate_loss": 0.11882442504266365,
      "exist_loss": 0.014887046817422795,
      "type_loss": 0.002594049306211575,
      "loss": 0.13630552116629802,
      "gate_mcc": 0.9301736613991063,
      "gate_f1": 0.9457102672292546,
      "exist_mcc": 0.9631999174638621,
      "exist_auroc": 0.9988015294075012,
      "exist_f1": 0.9708359326263257,
      "exist_P": 0.9738735919899875,
      "exist_R": 0.9678171641791045,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999919540994796
    },
    "lr": 2.1068426908863324e-05,
    "arch": "gat"
  },
  {
    "epoch": 117,
    "train": {
      "gate_loss": 0.0038584683507175877,
      "exist_loss": 0.0035416532456693703,
      "type_loss": 1.0889490081185313e-05,
      "loss": 0.007411011086468144,
      "gate_mcc": 0.995163453933049,
      "gate_f1": 0.9983850013278878,
      "exist_mcc": 0.9832670842408983,
      "exist_auroc": 0.9998345971107483,
      "exist_f1": 0.9867502221033426,
      "exist_P": 0.9852349249346636,
      "exist_R": 0.9882701875239188,
      "type_acc": 1.0,
      "type_trueprob": 0.9999947781130312
    },
    "val": {
      "gate_loss": 0.11582636183032533,
      "exist_loss": 0.01505305093909734,
      "type_loss": 0.0019756116279346213,
      "loss": 0.13285502439735727,
      "gate_mcc": 0.9303991857290127,
      "gate_f1": 0.945865422452077,
      "exist_mcc": 0.9630711489614779,
      "exist_auroc": 0.9987747669219971,
      "exist_f1": 0.9707429194748529,
      "exist_P": 0.9729793049590004,
      "exist_R": 0.9685167910447762,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999098282548325
    },
    "lr": 2.067063282743875e-05,
    "arch": "gat"
  },
  {
    "epoch": 118,
    "train": {
      "gate_loss": 0.0039375011055988425,
      "exist_loss": 0.0034821163094360557,
      "type_loss": 1.073269231740476e-05,
      "loss": 0.007430350107352304,
      "gate_mcc": 0.9945636039509208,
      "gate_f1": 0.998183684750849,
      "exist_mcc": 0.9834404358604206,
      "exist_auroc": 0.9998375177383423,
      "exist_f1": 0.9868872976368475,
      "exist_P": 0.9854797317280264,
      "exist_R": 0.9882988901645618,
      "type_acc": 1.0,
      "type_trueprob": 0.9999959435446528
    },
    "val": {
      "gate_loss": 0.11869829989724222,
      "exist_loss": 0.015523141910073602,
      "type_loss": 0.00219248751787061,
      "loss": 0.13641392932518642,
      "gate_mcc": 0.9298821437979826,
      "gate_f1": 0.9454525026683894,
      "exist_mcc": 0.963471934900701,
      "exist_auroc": 0.9987545609474182,
      "exist_f1": 0.9710635977723255,
      "exist_P": 0.9729961757589948,
      "exist_R": 0.9691386815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998911849005305
    },
    "lr": 2.027415904677822e-05,
    "arch": "gat"
  },
  {
    "epoch": 119,
    "train": {
      "gate_loss": 0.0039415064272884555,
      "exist_loss": 0.0034417606069047095,
      "type_loss": 2.8548270991353007e-06,
      "loss": 0.0073861218612922995,
      "gate_mcc": 0.994303267990011,
      "gate_f1": 0.9980978904528456,
      "exist_mcc": 0.9837426844872487,
      "exist_auroc": 0.9998421669006348,
      "exist_f1": 0.9871272095266289,
      "exist_P": 0.9852736527060258,
      "exist_R": 0.9889877535399924,
      "type_acc": 1.0,
      "type_trueprob": 0.9999984154334435
    },
    "val": {
      "gate_loss": 0.11669934970299338,
      "exist_loss": 0.015629755055509256,
      "type_loss": 0.002418843985047619,
      "loss": 0.13474794874355026,
      "gate_mcc": 0.9300047280940573,
      "gate_f1": 0.9455690508322087,
      "exist_mcc": 0.9633698920179959,
      "exist_auroc": 0.9987776875495911,
      "exist_f1": 0.9709811864604837,
      "exist_P": 0.9730658131001639,
      "exist_R": 0.9689054726368159,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998842597897373
    },
    "lr": 1.9879113958854605e-05,
    "arch": "gat"
  },
  {
    "epoch": 120,
    "train": {
      "gate_loss": 0.0037288143488142253,
      "exist_loss": 0.0034281663008947547,
      "type_loss": 8.490106955326315e-06,
      "loss": 0.007165470756664306,
      "gate_mcc": 0.9947549462054932,
      "gate_f1": 0.9982486110911727,
      "exist_mcc": 0.9840815595648363,
      "exist_auroc": 0.9998427033424377,
      "exist_f1": 0.9873955597994748,
      "exist_P": 0.9854665014771753,
      "exist_R": 0.9893321852277076,
      "type_acc": 1.0,
      "type_trueprob": 0.9999968240053956
    },
    "val": {
      "gate_loss": 0.11710493336825385,
      "exist_loss": 0.015637994457677166,
      "type_loss": 0.002188509162408228,
      "loss": 0.13493143698833926,
      "gate_mcc": 0.9317078149318134,
      "gate_f1": 0.9469061426721469,
      "exist_mcc": 0.9637242791806787,
      "exist_auroc": 0.9987907409667969,
      "exist_f1": 0.9712661579193271,
      "exist_P": 0.9729329173166926,
      "exist_R": 0.9696050995024875,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998844242214564
    },
    "lr": 1.9485605565050433e-05,
    "arch": "gat"
  },
  {
    "epoch": 121,
    "train": {
      "gate_loss": 0.003764310971230431,
      "exist_loss": 0.0033671427272185675,
      "type_loss": 1.6601757796317808e-05,
      "loss": 0.007148055456245316,
      "gate_mcc": 0.9947345331344164,
      "gate_f1": 0.9982412691576038,
      "exist_mcc": 0.9841939824399087,
      "exist_auroc": 0.9998495578765869,
      "exist_f1": 0.9874844211843242,
      "exist_P": 0.9857005309869493,
      "exist_R": 0.9892747799464218,
      "type_acc": 1.0,
      "type_trueprob": 0.9999943781026789
    },
    "val": {
      "gate_loss": 0.11944538879475111,
      "exist_loss": 0.015568971351333234,
      "type_loss": 0.002045885545389221,
      "loss": 0.13706024569147357,
      "gate_mcc": 0.9296556500257079,
      "gate_f1": 0.945297127115309,
      "exist_mcc": 0.9638544264056605,
      "exist_auroc": 0.9987985491752625,
      "exist_f1": 0.9713617767387491,
      "exist_P": 0.9737520506210452,
      "exist_R": 0.9689832089552238,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998782910221252
    },
    "lr": 1.9093741446631425e-05,
    "arch": "gat"
  },
  {
    "epoch": 122,
    "train": {
      "gate_loss": 0.004036796169212659,
      "exist_loss": 0.0033032720870109665,
      "type_loss": 3.963928036204283e-06,
      "loss": 0.00734403218425983,
      "gate_mcc": 0.9945193320766751,
      "gate_f1": 0.9981695105055739,
      "exist_mcc": 0.984468230912794,
      "exist_auroc": 0.9998547434806824,
      "exist_f1": 0.9877017091568796,
      "exist_P": 0.985725176291214,
      "exist_R": 0.9896861844623038,
      "type_acc": 1.0,
      "type_trueprob": 0.9999984021484282
    },
    "val": {
      "gate_loss": 0.12062088487012809,
      "exist_loss": 0.01606415882848092,
      "type_loss": 0.0021641198079381035,
      "loss": 0.1388491635065471,
      "gate_mcc": 0.9315257018494532,
      "gate_f1": 0.9467409032112929,
      "exist_mcc": 0.9634002248640501,
      "exist_auroc": 0.9987761378288269,
      "exist_f1": 0.970996413535007,
      "exist_P": 0.9738817641538943,
      "exist_R": 0.9681281094527363,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999113641864624
    },
    "lr": 1.8703628735334822e-05,
    "arch": "gat"
  },
  {
    "epoch": 123,
    "train": {
      "gate_loss": 0.0034828838393489627,
      "exist_loss": 0.0033008958775926443,
      "type_loss": 2.133427305581469e-06,
      "loss": 0.006785913144247188,
      "gate_mcc": 0.9950134823158864,
      "gate_f1": 0.998334673251407,
      "exist_mcc": 0.9845769142576614,
      "exist_auroc": 0.9998555183410645,
      "exist_f1": 0.9877873460283799,
      "exist_P": 0.9862188015602796,
      "exist_R": 0.9893608878683505,
      "type_acc": 1.0,
      "type_trueprob": 0.9999989909227899
    },
    "val": {
      "gate_loss": 0.12965639382992242,
      "exist_loss": 0.015761959539287423,
      "type_loss": 0.002222623914082907,
      "loss": 0.14764097728329273,
      "gate_mcc": 0.9304440943168371,
      "gate_f1": 0.945906432748538,
      "exist_mcc": 0.9638689606916727,
      "exist_auroc": 0.9987936019897461,
      "exist_f1": 0.9713796191737082,
      "exist_P": 0.9731606460170087,
      "exist_R": 0.9696050995024875,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999035699895366
    },
    "lr": 1.8315374084080624e-05,
    "arch": "gat"
  }
]