[
  {
    "epoch": 1,
    "train": {
      "gate_loss": 0.271004188264157,
      "exist_loss": 0.08802903695803779,
      "type_loss": 1.4913697635125507,
      "loss": 1.8504029887347455,
      "gate_mcc": 0.7110080315369766,
      "gate_f1": 0.8961105386833503,
      "exist_mcc": 0.5714939448070722,
      "exist_auroc": 0.8703396320343018,
      "exist_f1": 0.6173866348448688,
      "exist_P": 0.8201807228915663,
      "exist_R": 0.4949961729812476,
      "type_acc": 0.8283582089552238,
      "type_trueprob": 0.5691737892889585
    },
    "val": {
      "gate_loss": 0.2790768240749275,
      "exist_loss": 0.06788929211216523,
      "type_loss": 0.8165210765532788,
      "loss": 1.1634871927403716,
      "gate_mcc": 0.793327234639383,
      "gate_f1": 0.839580908032596,
      "exist_mcc": 0.7962379869209005,
      "exist_auroc": 0.9355063438415527,
      "exist_f1": 0.8234825694567333,
      "exist_P": 0.9555441478439425,
      "exist_R": 0.7234919154228856,
      "type_acc": 0.9420087064676617,
      "type_trueprob": 0.6964089815268544
    },
    "lr": 1e-05,
    "arch": "gat"
  },
  {
    "epoch": 2,
    "train": {
      "gate_loss": 0.11637043579539964,
      "exist_loss": 0.04796495562818065,
      "type_loss": 0.2092701551223575,
      "loss": 0.3736055465459378,
      "gate_mcc": 0.8186381959763491,
      "gate_f1": 0.928115417101028,
      "exist_mcc": 0.7968820323946175,
      "exist_auroc": 0.9645662307739258,
      "exist_f1": 0.8340953625081646,
      "exist_P": 0.8937100866065961,
      "exist_R": 0.7819364714887103,
      "type_acc": 0.9823478760045924,
      "type_trueprob": 0.9601805643518903
    },
    "val": {
      "gate_loss": 0.09917784199424938,
      "exist_loss": 0.03929921748996086,
      "type_loss": 0.15171069246737115,
      "loss": 0.2901877519515814,
      "gate_mcc": 0.8996117383522555,
      "gate_f1": 0.9176880482797236,
      "exist_mcc": 0.7994502251136503,
      "exist_auroc": 0.9797665476799011,
      "exist_f1": 0.8278311192950151,
      "exist_P": 0.9493212669683257,
      "exist_R": 0.7339085820895522,
      "type_acc": 0.9867848258706468,
      "type_trueprob": 0.9690304071044744
    },
    "lr": 2e-05,
    "arch": "gat"
  },
  {
    "epoch": 3,
    "train": {
      "gate_loss": 0.09696496842183615,
      "exist_loss": 0.0378317884738719,
      "type_loss": 0.06189975751476317,
      "loss": 0.19669651441047123,
      "gate_mcc": 0.8468842170396758,
      "gate_f1": 0.9422037172939538,
      "exist_mcc": 0.8267574124026807,
      "exist_auroc": 0.980200469493866,
      "exist_f1": 0.8609625932941939,
      "exist_P": 0.8911870411517155,
      "exist_R": 0.8327210103329507,
      "type_acc": 0.9964408725602756,
      "type_trueprob": 0.9878589186319847
    },
    "val": {
      "gate_loss": 0.07709199498249553,
      "exist_loss": 0.03131498232848889,
      "type_loss": 0.03697736333242178,
      "loss": 0.1453843406434062,
      "gate_mcc": 0.9015809706448186,
      "gate_f1": 0.9210381679389313,
      "exist_mcc": 0.8456700376526044,
      "exist_auroc": 0.9872642159461975,
      "exist_f1": 0.8735518040383978,
      "exist_P": 0.9338287331917905,
      "exist_R": 0.8205845771144279,
      "type_acc": 0.9975124378109452,
      "type_trueprob": 0.9930573320618613
    },
    "lr": 3e-05,
    "arch": "gat"
  },
  {
    "epoch": 4,
    "train": {
      "gate_loss": 0.08671360435092294,
      "exist_loss": 0.031155192912565716,
      "type_loss": 0.0196058624710835,
      "loss": 0.13747465973457215,
      "gate_mcc": 0.8684443968763029,
      "gate_f1": 0.9520311597529729,
      "exist_mcc": 0.8559340360137107,
      "exist_auroc": 0.9870569705963135,
      "exist_f1": 0.8850472582408999,
      "exist_P": 0.903610734508334,
      "exist_R": 0.8672311519326444,
      "type_acc": 0.9990145426712591,
      "type_trueprob": 0.9960496076897009
    },
    "val": {
      "gate_loss": 0.06939814538357608,
      "exist_loss": 0.02568073388483673,
      "type_loss": 0.00996169697545828,
      "loss": 0.10504057624387109,
      "gate_mcc": 0.9058873425138726,
      "gate_f1": 0.9258039403557098,
      "exist_mcc": 0.8841647315369267,
      "exist_auroc": 0.9913675785064697,
      "exist_f1": 0.9073602039190696,
      "exist_P": 0.9303332244364587,
      "exist_R": 0.8854944029850746,
      "type_acc": 0.9992226368159204,
      "type_trueprob": 0.9977028062613449
    },
    "lr": 4e-05,
    "arch": "gat"
  },
  {
    "epoch": 5,
    "train": {
      "gate_loss": 0.07762979114623354,
      "exist_loss": 0.026783694200072823,
      "type_loss": 0.007800285727030319,
      "loss": 0.11221377107333669,
      "gate_mcc": 0.8838170255531482,
      "gate_f1": 0.9582596652522396,
      "exist_mcc": 0.8756227439925907,
      "exist_auroc": 0.990541934967041,
      "exist_f1": 0.9011106003048707,
      "exist_P": 0.9116768665850673,
      "exist_R": 0.8907864523536165,
      "type_acc": 0.9995503252965939,
      "type_trueprob": 0.9981992653672649
    },
    "val": {
      "gate_loss": 0.06459813164145012,
      "exist_loss": 0.022319479078081513,
      "type_loss": 0.0037995357330937573,
      "loss": 0.0907171464526254,
      "gate_mcc": 0.9129254285907152,
      "gate_f1": 0.9318975208567539,
      "exist_mcc": 0.8969677038094769,
      "exist_auroc": 0.9933477640151978,
      "exist_f1": 0.9183410713589013,
      "exist_P": 0.9218297172397587,
      "exist_R": 0.9148787313432836,
      "type_acc": 0.9996113184079602,
      "type_trueprob": 0.9989797661257027
    },
    "lr": 5e-05,
    "arch": "gat"
  },
  {
    "epoch": 6,
    "train": {
      "gate_loss": 0.07338207791812174,
      "exist_loss": 0.024017734614982272,
      "type_loss": 0.00368220497772952,
      "loss": 0.10108201751083352,
      "gate_mcc": 0.8919569704674746,
      "gate_f1": 0.9614463143970016,
      "exist_mcc": 0.8871424302340255,
      "exist_auroc": 0.9923937916755676,
      "exist_f1": 0.9104664249093412,
      "exist_P": 0.9153884837817451,
      "exist_R": 0.9055970149253731,
      "type_acc": 0.9998182166092614,
      "type_trueprob": 0.9990668759964637
    },
    "val": {
      "gate_loss": 0.06122656010877691,
      "exist_loss": 0.020202563110251027,
      "type_loss": 0.00225058032721974,
      "loss": 0.08367970354624768,
      "gate_mcc": 0.9185664041544744,
      "gate_f1": 0.9364883159691565,
      "exist_mcc": 0.9052187861726179,
      "exist_auroc": 0.9945292472839355,
      "exist_f1": 0.9250464108910891,
      "exist_P": 0.9204895320197044,
      "exist_R": 0.929648631840796,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9993835491920585
    },
    "lr": 6e-05,
    "arch": "gat"
  },
  {
    "epoch": 7,
    "train": {
      "gate_loss": 0.06837678484947231,
      "exist_loss": 0.02196768685443972,
      "type_loss": 0.0018122109697710916,
      "loss": 0.09215668267368311,
      "gate_mcc": 0.9017863461230059,
      "gate_f1": 0.965183029201094,
      "exist_mcc": 0.8966224366582479,
      "exist_auroc": 0.9936741590499878,
      "exist_f1": 0.9180839952856855,
      "exist_P": 0.9194672091818129,
      "exist_R": 0.9167049368541906,
      "type_acc": 0.9998851894374282,
      "type_trueprob": 0.9994239102001168
    },
    "val": {
      "gate_loss": 0.057170263613600635,
      "exist_loss": 0.018714256339888238,
      "type_loss": 0.001187869973388658,
      "loss": 0.07707238992687752,
      "gate_mcc": 0.9230971651748021,
      "gate_f1": 0.9400775467042651,
      "exist_mcc": 0.9117307386880056,
      "exist_auroc": 0.9953333139419556,
      "exist_f1": 0.9302450848370589,
      "exist_P": 0.9209263350346614,
      "exist_R": 0.9397543532338308,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9996282434767455
    },
    "lr": 7e-05,
    "arch": "gat"
  },
  {
    "epoch": 8,
    "train": {
      "gate_loss": 0.0650503308359504,
      "exist_loss": 0.020736580554078322,
      "type_loss": 0.0022824666201420704,
      "loss": 0.0880693780101708,
      "gate_mcc": 0.9075947577318113,
      "gate_f1": 0.9673806421387054,
      "exist_mcc": 0.902835650125816,
      "exist_auroc": 0.9943429231643677,
      "exist_f1": 0.9230570703474117,
      "exist_P": 0.9222064118113319,
      "exist_R": 0.9239092996555683,
      "type_acc": 0.9998182166092614,
      "type_trueprob": 0.999478591396304
    },
    "val": {
      "gate_loss": 0.0555385569710494,
      "exist_loss": 0.01765815659718607,
      "type_loss": 0.0007772614842968995,
      "loss": 0.07397397505253236,
      "gate_mcc": 0.9268806179131517,
      "gate_f1": 0.9430865717132642,
      "exist_mcc": 0.9189668336028527,
      "exist_auroc": 0.9958715438842773,
      "exist_f1": 0.9359677728755036,
      "exist_P": 0.924020907507007,
      "exist_R": 0.9482276119402985,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9997461943224591
    },
    "lr": 8e-05,
    "arch": "gat"
  },
  {
    "epoch": 9,
    "train": {
      "gate_loss": 0.0619413382826367,
      "exist_loss": 0.019179501168871366,
      "type_loss": 0.0005875764681675261,
      "loss": 0.08170841591967559,
      "gate_mcc": 0.9111791922935025,
      "gate_f1": 0.9687780986147154,
      "exist_mcc": 0.9101748769487551,
      "exist_auroc": 0.9951714277267456,
      "exist_f1": 0.9288965655447511,
      "exist_P": 0.9265005425367878,
      "exist_R": 0.9313050133945656,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9997722422807462
    },
    "val": {
      "gate_loss": 0.0522274915569117,
      "exist_loss": 0.01663250445953106,
      "type_loss": 0.000654532928063142,
      "loss": 0.0695145289445059,
      "gate_mcc": 0.9307627537804135,
      "gate_f1": 0.9460775685031979,
      "exist_mcc": 0.9235956212096585,
      "exist_auroc": 0.9963550567626953,
      "exist_f1": 0.9396194568052786,
      "exist_P": 0.9275219630415026,
      "exist_R": 0.9520366915422885,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9997919430187092
    },
    "lr": 9e-05,
    "arch": "gat"
  },
  {
    "epoch": 10,
    "train": {
      "gate_loss": 0.05947426434050757,
      "exist_loss": 0.018281440248111392,
      "type_loss": 0.00045083570060815744,
      "loss": 0.07820654028922712,
      "gate_mcc": 0.9148916455292221,
      "gate_f1": 0.9701674566022302,
      "exist_mcc": 0.913783707210329,
      "exist_auroc": 0.9956151843070984,
      "exist_f1": 0.9317666126418153,
      "exist_P": 0.9284913547406423,
      "exist_R": 0.9350650593187907,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9998284267275168
    },
    "val": {
      "gate_loss": 0.04995324699218477,
      "exist_loss": 0.0158993840151253,
      "type_loss": 0.0005674034827688352,
      "loss": 0.0664200344900789,
      "gate_mcc": 0.9337685543054357,
      "gate_f1": 0.9484064095791512,
      "exist_mcc": 0.9269707253517071,
      "exist_auroc": 0.9966792464256287,
      "exist_f1": 0.9422818791946309,
      "exist_P": 0.9299068957686776,
      "exist_R": 0.9549906716417911,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998234414787435
    },
    "lr": 0.0001,
    "arch": "gat"
  },
  {
    "epoch": 11,
    "train": {
      "gate_loss": 0.056385964325858115,
      "exist_loss": 0.017395288882638495,
      "type_loss": 0.00046633029931634795,
      "loss": 0.07424758350781296,
      "gate_mcc": 0.9198522888251126,
      "gate_f1": 0.9719967029199582,
      "exist_mcc": 0.9189501806888513,
      "exist_auroc": 0.9960175156593323,
      "exist_f1": 0.9358689286411489,
      "exist_P": 0.9315090566145039,
      "exist_R": 0.9402698048220436,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.999808239270753
    },
    "val": {
      "gate_loss": 0.04923951323867847,
      "exist_loss": 0.015316518697313552,
      "type_loss": 0.0005299525442587055,
      "loss": 0.06508598448025073,
      "gate_mcc": 0.9360444980691274,
      "gate_f1": 0.9502458440646218,
      "exist_mcc": 0.930450345042772,
      "exist_auroc": 0.996932327747345,
      "exist_f1": 0.9450204690668401,
      "exist_P": 0.930460333006856,
      "exist_R": 0.9600435323383084,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998234620512422
    },
    "lr": 9.999323359712723e-05,
    "arch": "gat"
  },
  {
    "epoch": 12,
    "train": {
      "gate_loss": 0.05554886055922554,
      "exist_loss": 0.016768306414194915,
      "type_loss": 0.00020922153779978525,
      "loss": 0.07252638851122024,
      "gate_mcc": 0.9212906657129493,
      "gate_f1": 0.9725133276449268,
      "exist_mcc": 0.9212657197136607,
      "exist_auroc": 0.9963001012802124,
      "exist_f1": 0.9377133998459242,
      "exist_P": 0.9321899287105497,
      "exist_R": 0.9433027171833142,
      "type_acc": 1.0,
      "type_trueprob": 0.999911367414192
    },
    "val": {
      "gate_loss": 0.04825703535869666,
      "exist_loss": 0.01479336706219992,
      "type_loss": 0.00043170606357483573,
      "loss": 0.0634821084844714,
      "gate_mcc": 0.9362234578579474,
      "gate_f1": 0.9504035559714586,
      "exist_mcc": 0.9332259790948453,
      "exist_auroc": 0.9971444606781006,
      "exist_f1": 0.9472150879748535,
      "exist_P": 0.934356802541027,
      "exist_R": 0.9604322139303483,
      "type_acc": 0.9998445273631841,
      "type_trueprob": 0.9998367165229214
    },
    "lr": 9.997293623837585e-05,
    "arch": "gat"
  },
  {
    "epoch": 13,
    "train": {
      "gate_loss": 0.0519663834016189,
      "exist_loss": 0.016089441587309967,
      "type_loss": 0.00017667616392609531,
      "loss": 0.06823250115285497,
      "gate_mcc": 0.9262140335428174,
      "gate_f1": 0.9743455306754052,
      "exist_mcc": 0.9244025797776183,
      "exist_auroc": 0.9965924620628357,
      "exist_f1": 0.9401877786819326,
      "exist_P": 0.9352874901771429,
      "exist_R": 0.9451396861844623,
      "type_acc": 1.0,
      "type_trueprob": 0.9999298104462476
    },
    "val": {
      "gate_loss": 0.04713149489074676,
      "exist_loss": 0.014371810424406124,
      "type_loss": 0.0004220633644602015,
      "loss": 0.06192536867961308,
      "gate_mcc": 0.9374644946078348,
      "gate_f1": 0.9513905118018229,
      "exist_mcc": 0.9334027736562609,
      "exist_auroc": 0.9973039031028748,
      "exist_f1": 0.9473563041976825,
      "exist_P": 0.9353689953023185,
      "exist_R": 0.9596548507462687,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998490384487964
    },
    "lr": 9.993911347284109e-05,
    "arch": "gat"
  },
  {
    "epoch": 14,
    "train": {
      "gate_loss": 0.050554496106083306,
      "exist_loss": 0.01568451191947502,
      "type_loss": 0.0002203383804989102,
      "loss": 0.06645934640605723,
      "gate_mcc": 0.9282862938019101,
      "gate_f1": 0.975070260509953,
      "exist_mcc": 0.9268847999736723,
      "exist_auroc": 0.9967625141143799,
      "exist_f1": 0.9421541857345374,
      "exist_P": 0.9369216795655383,
      "exist_R": 0.9474454649827784,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.9998974236226656
    },
    "val": {
      "gate_loss": 0.04712111368388677,
      "exist_loss": 0.014034417826991287,
      "type_loss": 0.00039249154647044774,
      "loss": 0.06154802305734851,
      "gate_mcc": 0.9379490223529005,
      "gate_f1": 0.9518205651034081,
      "exist_mcc": 0.9361417399775251,
      "exist_auroc": 0.9974341988563538,
      "exist_f1": 0.949516648764769,
      "exist_P": 0.9372917297788549,
      "exist_R": 0.9620646766169154,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998860541193639
    },
    "lr": 9.989177454732935e-05,
    "arch": "gat"
  },
  {
    "epoch": 15,
    "train": {
      "gate_loss": 0.04788566513021061,
      "exist_loss": 0.01527801054427478,
      "type_loss": 0.0002696528691061131,
      "loss": 0.0634333285435915,
      "gate_mcc": 0.9327895238068754,
      "gate_f1": 0.9767137434002882,
      "exist_mcc": 0.9283505819988107,
      "exist_auroc": 0.9969300627708435,
      "exist_f1": 0.943312383734484,
      "exist_P": 0.9381926239980316,
      "exist_R": 0.9484883275928052,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.999893002413353
    },
    "val": {
      "gate_loss": 0.04623370284923111,
      "exist_loss": 0.013747537175464748,
      "type_loss": 0.0003824564744718784,
      "loss": 0.06036369649916774,
      "gate_mcc": 0.9388822285382216,
      "gate_f1": 0.9525583561324873,
      "exist_mcc": 0.9367473402106847,
      "exist_auroc": 0.9975459575653076,
      "exist_f1": 0.9499885119093207,
      "exist_P": 0.9361509433962264,
      "exist_R": 0.9642412935323383,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998908827257393
    },
    "lr": 9.983093240383017e-05,
    "arch": "gat"
  },
  {
    "epoch": 16,
    "train": {
      "gate_loss": 0.047952898078676545,
      "exist_loss": 0.015524314180794804,
      "type_loss": 0.00042328654413497144,
      "loss": 0.06390049880360632,
      "gate_mcc": 0.9324165633557483,
      "gate_f1": 0.976601809033534,
      "exist_mcc": 0.9276647071405423,
      "exist_auroc": 0.9968239068984985,
      "exist_f1": 0.9427690492277533,
      "exist_P": 0.9377449217197055,
      "exist_R": 0.9478473019517796,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9998944504070318
    },
    "val": {
      "gate_loss": 0.04489393431274692,
      "exist_loss": 0.013580805997147333,
      "type_loss": 0.0003930830299105671,
      "loss": 0.05886782333980482,
      "gate_mcc": 0.9401562291810128,
      "gate_f1": 0.9535141440653252,
      "exist_mcc": 0.9382399439791913,
      "exist_auroc": 0.9976091980934143,
      "exist_f1": 0.951166264506492,
      "exist_P": 0.9374858437146093,
      "exist_R": 0.9652518656716418,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998772039045742
    },
    "lr": 9.975660367597807e-05,
    "arch": "gat"
  },
  {
    "epoch": 17,
    "train": {
      "gate_loss": 0.0445795579990486,
      "exist_loss": 0.014645386619109062,
      "type_loss": 0.00010065157196954094,
      "loss": 0.05932559619012721,
      "gate_mcc": 0.9378487754979483,
      "gate_f1": 0.9785444509006391,
      "exist_mcc": 0.9323290940098283,
      "exist_auroc": 0.9971727132797241,
      "exist_f1": 0.9464623695798974,
      "exist_P": 0.9409050509634841,
      "exist_R": 0.9520857252200535,
      "type_acc": 1.0,
      "type_trueprob": 0.9999542877220624
    },
    "val": {
      "gate_loss": 0.04514238597464443,
      "exist_loss": 0.01326929710625772,
      "type_loss": 0.0003636876512166514,
      "loss": 0.058775370732118803,
      "gate_mcc": 0.9399944899427054,
      "gate_f1": 0.9534437663469922,
      "exist_mcc": 0.9388437792505465,
      "exist_auroc": 0.9977149963378906,
      "exist_f1": 0.9516469189769547,
      "exist_P": 0.9390087022323118,
      "exist_R": 0.9646299751243781,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999893146831153
    },
    "lr": 9.96688086845051e-05,
    "arch": "gat"
  },
  {
    "epoch": 18,
    "train": {
      "gate_loss": 0.04250981950473947,
      "exist_loss": 0.014145008744189709,
      "type_loss": 0.00014948204187051407,
      "loss": 0.056804310290799694,
      "gate_mcc": 0.9405496936151313,
      "gate_f1": 0.9795171803097826,
      "exist_mcc": 0.9344572669359916,
      "exist_auroc": 0.9973686933517456,
      "exist_f1": 0.9481466689488597,
      "exist_P": 0.9423934822880042,
      "exist_R": 0.9539705319556065,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999312022340923
    },
    "val": {
      "gate_loss": 0.044948961952892566,
      "exist_loss": 0.012975899651206648,
      "type_loss": 0.000454754038793701,
      "loss": 0.058379615642892915,
      "gate_mcc": 0.9412899232906022,
      "gate_f1": 0.9544556756128733,
      "exist_mcc": 0.9402659525515532,
      "exist_auroc": 0.9978182315826416,
      "exist_f1": 0.9527679803711087,
      "exist_P": 0.9399394856278366,
      "exist_R": 0.9659514925373134,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999900197193249
    },
    "lr": 9.956757143168529e-05,
    "arch": "gat"
  },
  {
    "epoch": 19,
    "train": {
      "gate_loss": 0.041943775450325155,
      "exist_loss": 0.013863961591771595,
      "type_loss": 7.52277701482693e-05,
      "loss": 0.05588296481224502,
      "gate_mcc": 0.9403749748492078,
      "gate_f1": 0.9794597105488541,
      "exist_mcc": 0.9357400068987983,
      "exist_auroc": 0.997464656829834,
      "exist_f1": 0.9491618890061515,
      "exist_P": 0.9432696486951263,
      "exist_R": 0.9551282051282052,
      "type_acc": 1.0,
      "type_trueprob": 0.9999691305879519
    },
    "val": {
      "gate_loss": 0.04438663630723908,
      "exist_loss": 0.01275635882173206,
      "type_loss": 0.00035897208619849744,
      "loss": 0.05750196721516964,
      "gate_mcc": 0.9414250804683636,
      "gate_f1": 0.9545560204556021,
      "exist_mcc": 0.9418512061675764,
      "exist_auroc": 0.9978874921798706,
      "exist_f1": 0.9540221062327294,
      "exist_P": 0.9421619163129169,
      "exist_R": 0.9661847014925373,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998882395674044
    },
    "lr": 9.945291959477271e-05,
    "arch": "gat"
  },
  {
    "epoch": 20,
    "train": {
      "gate_loss": 0.04021262498666261,
      "exist_loss": 0.013758290412521744,
      "type_loss": 0.00015198772653780758,
      "loss": 0.05412290312572216,
      "gate_mcc": 0.9446343380719271,
      "gate_f1": 0.9809610154125115,
      "exist_mcc": 0.9366222083173013,
      "exist_auroc": 0.9975109100341797,
      "exist_f1": 0.949858061939202,
      "exist_P": 0.9441876293922464,
      "exist_R": 0.9555970149253732,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999216538847884
    },
    "val": {
      "gate_loss": 0.044480934850344524,
      "exist_loss": 0.012670583413944343,
      "type_loss": 0.0002635905807719812,
      "loss": 0.05741510884506085,
      "gate_mcc": 0.9406334724121044,
      "gate_f1": 0.9539515707566344,
      "exist_mcc": 0.9422493272862292,
      "exist_auroc": 0.9979304075241089,
      "exist_f1": 0.9543295019157088,
      "exist_P": 0.9409187065578725,
      "exist_R": 0.9681281094527363,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.99993321206884
    },
    "lr": 9.932488451843477e-05,
    "arch": "gat"
  },
  {
    "epoch": 21,
    "train": {
      "gate_loss": 0.039011063204610105,
      "exist_loss": 0.013313218553568965,
      "type_loss": 4.5927079123138626e-05,
      "loss": 0.05237020883730221,
      "gate_mcc": 0.9453235664536792,
      "gate_f1": 0.9812021350661407,
      "exist_mcc": 0.9387286973344882,
      "exist_auroc": 0.9976601600646973,
      "exist_f1": 0.9515252641937278,
      "exist_P": 0.9456050341562969,
      "exist_R": 0.9575200918484501,
      "type_acc": 1.0,
      "type_trueprob": 0.9999797370668303
    },
    "val": {
      "gate_loss": 0.045509340248491244,
      "exist_loss": 0.012408242656469115,
      "type_loss": 0.0001586911000423375,
      "loss": 0.0580762740050027,
      "gate_mcc": 0.9409707000639637,
      "gate_f1": 0.9542400370713624,
      "exist_mcc": 0.9439175230587454,
      "exist_auroc": 0.9980027675628662,
      "exist_f1": 0.9556536763294299,
      "exist_P": 0.9441620514376754,
      "exist_R": 0.9674284825870647,
      "type_acc": 1.0,
      "type_trueprob": 0.9999416012557881
    },
    "lr": 9.918350120618295e-05,
    "arch": "gat"
  },
  {
    "epoch": 22,
    "train": {
      "gate_loss": 0.038250952426270655,
      "exist_loss": 0.013146796349633689,
      "type_loss": 6.310515986517395e-05,
      "loss": 0.05146085393576952,
      "gate_mcc": 0.9468344494114579,
      "gate_f1": 0.9817372454343114,
      "exist_mcc": 0.9392620402457428,
      "exist_auroc": 0.9977285265922546,
      "exist_f1": 0.9519462551170321,
      "exist_P": 0.9461566815050044,
      "exist_R": 0.9578071182548794,
      "type_acc": 1.0,
      "type_trueprob": 0.9999703209837232
    },
    "val": {
      "gate_loss": 0.04547249182966725,
      "exist_loss": 0.01219597693883216,
      "type_loss": 0.00011673205383014349,
      "loss": 0.057785200822329554,
      "gate_mcc": 0.940605292325529,
      "gate_f1": 0.9539584177911623,
      "exist_mcc": 0.9452664616398054,
      "exist_auroc": 0.9980713129043579,
      "exist_f1": 0.9567187680018434,
      "exist_P": 0.945426944971537,
      "exist_R": 0.9682835820895522,
      "type_acc": 1.0,
      "type_trueprob": 0.9999489436361624
    },
    "lr": 9.902880831080308e-05,
    "arch": "gat"
  },
  {
    "epoch": 23,
    "train": {
      "gate_loss": 0.03690021962741456,
      "exist_loss": 0.012935364872925327,
      "type_loss": 4.742823491091372e-05,
      "loss": 0.0498830127352508,
      "gate_mcc": 0.9489144170323379,
      "gate_f1": 0.9824787687313412,
      "exist_mcc": 0.9405053026116101,
      "exist_auroc": 0.9977893829345703,
      "exist_f1": 0.9529280843090444,
      "exist_P": 0.9473684210526315,
      "exist_R": 0.9585533869115959,
      "type_acc": 1.0,
      "type_trueprob": 0.9999793704150054
    },
    "val": {
      "gate_loss": 0.045693907488745765,
      "exist_loss": 0.01203712934858289,
      "type_loss": 0.00011571796741070127,
      "loss": 0.05784675480473936,
      "gate_mcc": 0.9417067085967058,
      "gate_f1": 0.9548215421993407,
      "exist_mcc": 0.9455009517824813,
      "exist_auroc": 0.9981212615966797,
      "exist_f1": 0.9569061623034636,
      "exist_P": 0.9465358582401704,
      "exist_R": 0.9675062189054726,
      "type_acc": 1.0,
      "type_trueprob": 0.9999482532712951
    },
    "lr": 9.88608481237882e-05,
    "arch": "gat"
  },
  {
    "epoch": 24,
    "train": {
      "gate_loss": 0.03682938257721507,
      "exist_loss": 0.012550581376977236,
      "type_loss": 3.8565777093340164e-05,
      "loss": 0.049418529731285646,
      "gate_mcc": 0.9491001676621124,
      "gate_f1": 0.9825649197783491,
      "exist_mcc": 0.9421051911250453,
      "exist_auroc": 0.9979218244552612,
      "exist_f1": 0.9541944808961411,
      "exist_P": 0.9484045971796907,
      "exist_R": 0.9600554917719096,
      "type_acc": 1.0,
      "type_trueprob": 0.9999842763813893
    },
    "val": {
      "gate_loss": 0.0466129993793957,
      "exist_loss": 0.011877082289151837,
      "type_loss": 9.714400422661858e-05,
      "loss": 0.058587225672774156,
      "gate_mcc": 0.9412624686283885,
      "gate_f1": 0.9544876978167957,
      "exist_mcc": 0.9469703844483652,
      "exist_auroc": 0.9981716275215149,
      "exist_f1": 0.958067246287605,
      "exist_P": 0.9483625285605484,
      "exist_R": 0.9679726368159204,
      "type_acc": 1.0,
      "type_trueprob": 0.9999583277350931
    },
    "lr": 9.867966656377632e-05,
    "arch": "gat"
  },
  {
    "epoch": 25,
    "train": {
      "gate_loss": 0.03438191658583,
      "exist_loss": 0.012424892720922263,
      "type_loss": 4.158469630828418e-05,
      "loss": 0.04684839400306055,
      "gate_mcc": 0.9520320739125618,
      "gate_f1": 0.9835859042957578,
      "exist_mcc": 0.943538074033682,
      "exist_auroc": 0.9979644417762756,
      "exist_f1": 0.9553272121232295,
      "exist_P": 0.9496062843260514,
      "exist_R": 0.9611174894756984,
      "type_acc": 1.0,
      "type_trueprob": 0.9999818306246617
    },
    "val": {
      "gate_loss": 0.04696441643228897,
      "exist_loss": 0.011724936877251372,
      "type_loss": 0.0001487982070982932,
      "loss": 0.05883815151663864,
      "gate_mcc": 0.9410495927181427,
      "gate_f1": 0.9543305270441702,
      "exist_mcc": 0.9480208250506805,
      "exist_auroc": 0.9982199668884277,
      "exist_f1": 0.9588956819317875,
      "exist_P": 0.9487179487179487,
      "exist_R": 0.9692941542288557,
      "type_acc": 1.0,
      "type_trueprob": 0.999931934349869
    },
    "lr": 9.84853131639969e-05,
    "arch": "gat"
  },
  {
    "epoch": 26,
    "train": {
      "gate_loss": 0.03319964720979582,
      "exist_loss": 0.012291808594973199,
      "type_loss": 4.816207756793876e-05,
      "loss": 0.04553961788233695,
      "gate_mcc": 0.9549199097853257,
      "gate_f1": 0.9846022488820713,
      "exist_mcc": 0.9431392251200841,
      "exist_auroc": 0.9980043172836304,
      "exist_f1": 0.9550098942080828,
      "exist_P": 0.9496613183985468,
      "exist_R": 0.9604190585533869,
      "type_acc": 1.0,
      "type_trueprob": 0.9999791817969853
    },
    "val": {
      "gate_loss": 0.04703886488901508,
      "exist_loss": 0.011610797942943065,
      "type_loss": 0.00016072282478950213,
      "loss": 0.05881038565674765,
      "gate_mcc": 0.9407055347805268,
      "gate_f1": 0.9540660480663938,
      "exist_mcc": 0.9484105090007722,
      "exist_auroc": 0.9982595443725586,
      "exist_f1": 0.9592032914215404,
      "exist_P": 0.9490222932359431,
      "exist_R": 0.9696050995024875,
      "type_acc": 1.0,
      "type_trueprob": 0.9999315360218138
    },
    "lr": 9.82778410587288e-05,
    "arch": "gat"
  },
  {
    "epoch": 27,
    "train": {
      "gate_loss": 0.033445913809931116,
      "exist_loss": 0.012095647731168613,
      "type_loss": 3.817421457463094e-05,
      "loss": 0.04557973575567436,
      "gate_mcc": 0.9536121526955459,
      "gate_f1": 0.9841616681981636,
      "exist_mcc": 0.9449041802259405,
      "exist_auroc": 0.9980716109275818,
      "exist_f1": 0.9564076229601735,
      "exist_P": 0.9506578947368421,
      "exist_R": 0.9622273249138921,
      "type_acc": 1.0,
      "type_trueprob": 0.9999807711081901
    },
    "val": {
      "gate_loss": 0.04627023667635973,
      "exist_loss": 0.011501997516164902,
      "type_loss": 0.0003793093104870878,
      "loss": 0.05815154350301172,
      "gate_mcc": 0.9413852286869228,
      "gate_f1": 0.9545926011294227,
      "exist_mcc": 0.9487712715125528,
      "exist_auroc": 0.998291015625,
      "exist_f1": 0.9594890932174046,
      "exist_P": 0.9498057734785589,
      "exist_R": 0.9693718905472637,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9998852343701604
    },
    "lr": 9.805730696877404e-05,
    "arch": "gat"
  },
  {
    "epoch": 28,
    "train": {
      "gate_loss": 0.03116103871283304,
      "exist_loss": 0.011764534156071756,
      "type_loss": 3.4145925052990364e-05,
      "loss": 0.04295971879395779,
      "gate_mcc": 0.9571994725387312,
      "gate_f1": 0.985396972348997,
      "exist_mcc": 0.9466543543772958,
      "exist_auroc": 0.9981721639633179,
      "exist_f1": 0.9577896284174323,
      "exist_P": 0.9524926908192906,
      "exist_R": 0.9631458094144661,
      "type_acc": 1.0,
      "type_trueprob": 0.9999863390625093
    },
    "val": {
      "gate_loss": 0.04671063470838824,
      "exist_loss": 0.011367982826527206,
      "type_loss": 0.00022188866287157447,
      "loss": 0.05830050619778702,
      "gate_mcc": 0.9421048789872511,
      "gate_f1": 0.9551481609592989,
      "exist_mcc": 0.949786761637891,
      "exist_auroc": 0.9983338117599487,
      "exist_f1": 0.9602890862261177,
      "exist_P": 0.9498821203133319,
      "exist_R": 0.9709266169154229,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999086727105563
    },
    "lr": 9.782377118595075e-05,
    "arch": "gat"
  },
  {
    "epoch": 29,
    "train": {
      "gate_loss": 0.030670348587191483,
      "exist_loss": 0.011744848084093068,
      "type_loss": 3.2760676581162594e-05,
      "loss": 0.04244795734786572,
      "gate_mcc": 0.9572389526821661,
      "gate_f1": 0.9854118600059308,
      "exist_mcc": 0.9465466903305315,
      "exist_auroc": 0.9981783628463745,
      "exist_f1": 0.9577050771030927,
      "exist_P": 0.9522787037212206,
      "exist_R": 0.963193647148871,
      "type_acc": 1.0,
      "type_trueprob": 0.9999841790066064
    },
    "val": {
      "gate_loss": 0.04747528141364309,
      "exist_loss": 0.011269235436693087,
      "type_loss": 0.00019970871094021142,
      "loss": 0.05894422556127639,
      "gate_mcc": 0.9429272619001567,
      "gate_f1": 0.9557848619357815,
      "exist_mcc": 0.949885998362822,
      "exist_auroc": 0.9983587861061096,
      "exist_f1": 0.9603693728357059,
      "exist_P": 0.9507847021179339,
      "exist_R": 0.9701492537313433,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999388555315003
    },
    "lr": 9.757729755661016e-05,
    "arch": "gat"
  },
  {
    "epoch": 30,
    "train": {
      "gate_loss": 0.029062143710734727,
      "exist_loss": 0.011463926316591303,
      "type_loss": 2.5645265384220424e-05,
      "loss": 0.04055171529271025,
      "gate_mcc": 0.9611918324637225,
      "gate_f1": 0.9867792371135512,
      "exist_mcc": 0.9471684821859404,
      "exist_auroc": 0.9982647895812988,
      "exist_f1": 0.958195960893456,
      "exist_P": 0.9529595457771469,
      "exist_R": 0.9634902411021814,
      "type_acc": 1.0,
      "type_trueprob": 0.9999885397034042
    },
    "val": {
      "gate_loss": 0.047627707340281565,
      "exist_loss": 0.011203197011020048,
      "type_loss": 0.000191320973009972,
      "loss": 0.05902222532431159,
      "gate_mcc": 0.9419559125469069,
      "gate_f1": 0.955032860601868,
      "exist_mcc": 0.9512269811674962,
      "exist_auroc": 0.998380720615387,
      "exist_f1": 0.9614289013780891,
      "exist_P": 0.9522647552234254,
      "exist_R": 0.970771144278607,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999402166895606
    },
    "lr": 9.731795346418146e-05,
    "arch": "gat"
  },
  {
    "epoch": 31,
    "train": {
      "gate_loss": 0.02926564330651996,
      "exist_loss": 0.011185217571112753,
      "type_loss": 2.1567267216929965e-05,
      "loss": 0.040472428144849644,
      "gate_mcc": 0.9600016534555994,
      "gate_f1": 0.986373658148697,
      "exist_mcc": 0.9492562734030964,
      "exist_auroc": 0.9983529448509216,
      "exist_f1": 0.9598450158506516,
      "exist_P": 0.9550897069132107,
      "exist_R": 0.9646479142747799,
      "type_acc": 1.0,
      "type_trueprob": 0.9999895127212869
    },
    "val": {
      "gate_loss": 0.04794789107988075,
      "exist_loss": 0.011101857073891597,
      "type_loss": 0.00031383363685426124,
      "loss": 0.059363581790626604,
      "gate_mcc": 0.9432622324550471,
      "gate_f1": 0.9560458551759895,
      "exist_mcc": 0.9515470100448569,
      "exist_auroc": 0.9984137415885925,
      "exist_f1": 0.9616821350175223,
      "exist_P": 0.9529115469739754,
      "exist_R": 0.9706156716417911,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999283637981213
    },
    "lr": 9.704580981075004e-05,
    "arch": "gat"
  },
  {
    "epoch": 32,
    "train": {
      "gate_loss": 0.0278874707715163,
      "exist_loss": 0.011080606404180569,
      "type_loss": 2.1457826566621055e-05,
      "loss": 0.038989535002263494,
      "gate_mcc": 0.9615984783211885,
      "gate_f1": 0.9869264513518007,
      "exist_mcc": 0.9495067309632264,
      "exist_auroc": 0.9983808398246765,
      "exist_f1": 0.9600456675308613,
      "exist_P": 0.954709305075926,
      "exist_R": 0.9654420206659012,
      "type_acc": 1.0,
      "type_trueprob": 0.9999895391453284
    },
    "val": {
      "gate_loss": 0.04858623887320649,
      "exist_loss": 0.01102990191483684,
      "type_loss": 0.0004937848913651975,
      "loss": 0.060109925679408524,
      "gate_mcc": 0.9429568630897416,
      "gate_f1": 0.9558112773302646,
      "exist_mcc": 0.9506848475812165,
      "exist_auroc": 0.9984351992607117,
      "exist_f1": 0.9610009624639075,
      "exist_P": 0.9519487453283503,
      "exist_R": 0.9702269900497512,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999227141637114
    },
    "lr": 9.676094099767337e-05,
    "arch": "gat"
  },
  {
    "epoch": 33,
    "train": {
      "gate_loss": 0.027848432418586217,
      "exist_loss": 0.01190441597077622,
      "type_loss": 0.005808108205068958,
      "loss": 0.04556095659443139,
      "gate_mcc": 0.962662850503242,
      "gate_f1": 0.987318369587197,
      "exist_mcc": 0.9459398897783854,
      "exist_auroc": 0.9981324672698975,
      "exist_f1": 0.9572179777849753,
      "exist_P": 0.9530959517395758,
      "exist_R": 0.9613758132414849,
      "type_acc": 0.9993685419058553,
      "type_trueprob": 0.9991887665962835
    },
    "val": {
      "gate_loss": 0.04873801218709497,
      "exist_loss": 0.011292580490609796,
      "type_loss": 0.0005583274384491891,
      "loss": 0.06058892011615395,
      "gate_mcc": 0.9430344788216142,
      "gate_f1": 0.955871353777113,
      "exist_mcc": 0.9510499785836564,
      "exist_auroc": 0.9983851909637451,
      "exist_f1": 0.9612688196758994,
      "exist_P": 0.947654656696125,
      "exist_R": 0.9752798507462687,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.99989761932943
    },
    "lr": 9.646342490524055e-05,
    "arch": "gat"
  },
  {
    "epoch": 34,
    "train": {
      "gate_loss": 0.02772902346001863,
      "exist_loss": 0.012120326303514806,
      "type_loss": 0.0017650257620234707,
      "loss": 0.041614375525556906,
      "gate_mcc": 0.9628778870706226,
      "gate_f1": 0.9873803590132554,
      "exist_mcc": 0.9454162083232016,
      "exist_auroc": 0.9980559945106506,
      "exist_f1": 0.9568104731867201,
      "exist_P": 0.9515010454807792,
      "exist_R": 0.9621794871794872,
      "type_acc": 0.9998182166092614,
      "type_trueprob": 0.9997060300562056
    },
    "val": {
      "gate_loss": 0.05066376274265694,
      "exist_loss": 0.0111989642263206,
      "type_loss": 2.731602038534016e-05,
      "loss": 0.061890042989362876,
      "gate_mcc": 0.9412017405531228,
      "gate_f1": 0.9544515832950895,
      "exist_mcc": 0.9508189006219666,
      "exist_auroc": 0.9983834624290466,
      "exist_f1": 0.9610957642725598,
      "exist_P": 0.9488636363636364,
      "exist_R": 0.9736473880597015,
      "type_acc": 1.0,
      "type_trueprob": 0.9999805953705785
    },
    "lr": 9.615334287138059e-05,
    "arch": "gat"
  },
  {
    "epoch": 35,
    "train": {
      "gate_loss": 0.026388331775085126,
      "exist_loss": 0.011128238361644859,
      "type_loss": 9.403198743719139e-05,
      "loss": 0.037610602124167176,
      "gate_mcc": 0.9644199107422479,
      "gate_f1": 0.9879100402998656,
      "exist_mcc": 0.9494138307474875,
      "exist_auroc": 0.9983583688735962,
      "exist_f1": 0.9599714523611276,
      "exist_P": 0.9548152004164497,
      "exist_R": 0.9651836969001149,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999603829892988
    },
    "val": {
      "gate_loss": 0.05044786855281416,
      "exist_loss": 0.0109611426038496,
      "type_loss": 1.3223719292126754e-05,
      "loss": 0.06142223487595589,
      "gate_mcc": 0.9425668641983234,
      "gate_f1": 0.9555083529479304,
      "exist_mcc": 0.95146103937585,
      "exist_auroc": 0.998444139957428,
      "exist_f1": 0.9616139837523582,
      "exist_P": 0.9526279655198718,
      "exist_R": 0.970771144278607,
      "type_acc": 1.0,
      "type_trueprob": 0.9999912543898791
    },
    "lr": 9.583077966942538e-05,
    "arch": "gat"
  },
  {
    "epoch": 36,
    "train": {
      "gate_loss": 0.025027588373406292,
      "exist_loss": 0.010827720719644666,
      "type_loss": 2.3301342772652844e-05,
      "loss": 0.03587861043582361,
      "gate_mcc": 0.9663001522233876,
      "gate_f1": 0.988565653649029,
      "exist_mcc": 0.950491015943132,
      "exist_auroc": 0.9984484314918518,
      "exist_f1": 0.9608239575652339,
      "exist_P": 0.9555282206557222,
      "exist_R": 0.9661787217757367,
      "type_acc": 1.0,
      "type_trueprob": 0.999986779584859
    },
    "val": {
      "gate_loss": 0.05100942422470826,
      "exist_loss": 0.010845392280464886,
      "type_loss": 1.7398786256501833e-05,
      "loss": 0.061872215291429646,
      "gate_mcc": 0.9431177398900695,
      "gate_f1": 0.9559329814092267,
      "exist_mcc": 0.9526111548483339,
      "exist_auroc": 0.9984773993492126,
      "exist_f1": 0.9625231338679827,
      "exist_P": 0.9548653610771114,
      "exist_R": 0.9703047263681592,
      "type_acc": 1.0,
      "type_trueprob": 0.999987877720031
    },
    "lr": 9.549582348493358e-05,
    "arch": "gat"
  },
  {
    "epoch": 37,
    "train": {
      "gate_loss": 0.024245738023774204,
      "exist_loss": 0.010606468077428748,
      "type_loss": 2.3028954371506076e-05,
      "loss": 0.03487523505557446,
      "gate_mcc": 0.9672251596149141,
      "gate_f1": 0.9888853604318831,
      "exist_mcc": 0.9519910831111915,
      "exist_auroc": 0.9985096454620361,
      "exist_f1": 0.9620085673488815,
      "exist_P": 0.9571793900359916,
      "exist_R": 0.9668867202449292,
      "type_acc": 1.0,
      "type_trueprob": 0.9999877618730547
    },
    "val": {
      "gate_loss": 0.051155941594884256,
      "exist_loss": 0.010730883354800096,
      "type_loss": 1.563582529534218e-05,
      "loss": 0.06190246077497969,
      "gate_mcc": 0.9417248773616159,
      "gate_f1": 0.9548557333792234,
      "exist_mcc": 0.9529988991481769,
      "exist_auroc": 0.9985092878341675,
      "exist_f1": 0.9628285791484926,
      "exist_P": 0.9562217281300315,
      "exist_R": 0.9695273631840796,
      "type_acc": 1.0,
      "type_trueprob": 0.9999883878067951
    },
    "lr": 9.514856589158151e-05,
    "arch": "gat"
  },
  {
    "epoch": 38,
    "train": {
      "gate_loss": 0.023544345006069084,
      "exist_loss": 0.010377434966542124,
      "type_loss": 1.8942297763286825e-05,
      "loss": 0.03394072227037449,
      "gate_mcc": 0.9692586481142014,
      "gate_f1": 0.9895807778338985,
      "exist_mcc": 0.9530268475339047,
      "exist_auroc": 0.9985729455947876,
      "exist_f1": 0.9628279328332635,
      "exist_P": 0.9579765873617214,
      "exist_R": 0.9677286643704555,
      "type_acc": 1.0,
      "type_trueprob": 0.9999894231569252
    },
    "val": {
      "gate_loss": 0.05276002419442238,
      "exist_loss": 0.010646400011225451,
      "type_loss": 1.4937445135830702e-05,
      "loss": 0.06342136165078366,
      "gate_mcc": 0.9416122090657941,
      "gate_f1": 0.954766955225592,
      "exist_mcc": 0.954808509644925,
      "exist_auroc": 0.998541533946991,
      "exist_f1": 0.9642567332586267,
      "exist_P": 0.9586630810603151,
      "exist_R": 0.9699160447761194,
      "type_acc": 1.0,
      "type_trueprob": 0.9999893589399347
    },
    "lr": 9.478910182612783e-05,
    "arch": "gat"
  },
  {
    "epoch": 39,
    "train": {
      "gate_loss": 0.02346880298371621,
      "exist_loss": 0.011157717551365702,
      "type_loss": 0.0032933877203499377,
      "loss": 0.037919908255431845,
      "gate_mcc": 0.9683345121486686,
      "gate_f1": 0.9892811287274407,
      "exist_mcc": 0.9491198515210187,
      "exist_auroc": 0.9983565211296082,
      "exist_f1": 0.9597360490194677,
      "exist_P": 0.9551929036476843,
      "exist_R": 0.9643226176808266,
      "type_acc": 0.9999138920780711,
      "type_trueprob": 0.9998577754432746
    },
    "val": {
      "gate_loss": 0.05255387775625775,
      "exist_loss": 0.010911401859719809,
      "type_loss": 3.236599492693734e-05,
      "loss": 0.0634976456109045,
      "gate_mcc": 0.9412739795697144,
      "gate_f1": 0.9545037818015127,
      "exist_mcc": 0.9534140771837502,
      "exist_auroc": 0.9984722137451172,
      "exist_f1": 0.963153846153846,
      "exist_P": 0.9531820950060901,
      "exist_R": 0.9733364427860697,
      "type_acc": 1.0,
      "type_trueprob": 0.9999748813868755
    },
    "lr": 9.441752956245883e-05,
    "arch": "gat"
  },
  {
    "epoch": 40,
    "train": {
      "gate_loss": 0.022335317839435452,
      "exist_loss": 0.010536227815013113,
      "type_loss": 3.079230816849968e-05,
      "loss": 0.032902337962617066,
      "gate_mcc": 0.9695837619538985,
      "gate_f1": 0.989698456211225,
      "exist_mcc": 0.9520113933563047,
      "exist_auroc": 0.9985291957855225,
      "exist_f1": 0.9620248344922445,
      "exist_P": 0.9571459688799234,
      "exist_R": 0.9669536930730961,
      "type_acc": 1.0,
      "type_trueprob": 0.9999854470686214
    },
    "val": {
      "gate_loss": 0.05347559626430482,
      "exist_loss": 0.010699924036297524,
      "type_loss": 2.159692081831122e-05,
      "loss": 0.06419711722142066,
      "gate_mcc": 0.9402282286591025,
      "gate_f1": 0.9536962750716332,
      "exist_mcc": 0.9531000819324904,
      "exist_auroc": 0.9985242486000061,
      "exist_f1": 0.962908641784708,
      "exist_P": 0.9562284400153316,
      "exist_R": 0.9696828358208955,
      "type_acc": 1.0,
      "type_trueprob": 0.9999865015496069
    },
    "lr": 9.403395068472125e-05,
    "arch": "gat"
  },
  {
    "epoch": 41,
    "train": {
      "gate_loss": 0.02135731272090098,
      "exist_loss": 0.010177160962327294,
      "type_loss": 1.8658439320671936e-05,
      "loss": 0.03155313212254895,
      "gate_mcc": 0.9712156409248841,
      "gate_f1": 0.9902559701115767,
      "exist_mcc": 0.953341383874612,
      "exist_auroc": 0.9986255764961243,
      "exist_f1": 0.9630758097994782,
      "exist_P": 0.9584580980176629,
      "exist_R": 0.9677382319173364,
      "type_acc": 1.0,
      "type_trueprob": 0.9999889499329991
    },
    "val": {
      "gate_loss": 0.054698864458851575,
      "exist_loss": 0.010610408759002453,
      "type_loss": 3.9782118657390526e-05,
      "loss": 0.06534905533651142,
      "gate_mcc": 0.9412853199608553,
      "gate_f1": 0.9545064377682403,
      "exist_mcc": 0.9536452995964247,
      "exist_auroc": 0.9985596537590027,
      "exist_f1": 0.9633378404481361,
      "exist_P": 0.9575301436141618,
      "exist_R": 0.9692164179104478,
      "type_acc": 1.0,
      "type_trueprob": 0.9999818250685188
    },
    "lr": 9.363847005955027e-05,
    "arch": "gat"
  },
  {
    "epoch": 42,
    "train": {
      "gate_loss": 0.021736355890944442,
      "exist_loss": 0.010063513549812194,
      "type_loss": 1.933668983222082e-05,
      "loss": 0.031819206130588855,
      "gate_mcc": 0.9705317894704992,
      "gate_f1": 0.9900250275880473,
      "exist_mcc": 0.9544588539667296,
      "exist_auroc": 0.9986578822135925,
      "exist_f1": 0.9639601471869302,
      "exist_P": 0.9592432237833126,
      "exist_R": 0.9687236892460773,
      "type_acc": 1.0,
      "type_trueprob": 0.9999907923164469
    },
    "val": {
      "gate_loss": 0.055837633240859184,
      "exist_loss": 0.010539870328085534,
      "type_loss": 1.1811761614124217e-05,
      "loss": 0.06638931533055883,
      "gate_mcc": 0.9407461205418882,
      "gate_f1": 0.9540854251243639,
      "exist_mcc": 0.9541609830825749,
      "exist_auroc": 0.9985786080360413,
      "exist_f1": 0.9637465734913709,
      "exist_P": 0.9573521515686124,
      "exist_R": 0.9702269900497512,
      "type_acc": 1.0,
      "type_trueprob": 0.99999156494194
    },
    "lr": 9.323119580739996e-05,
    "arch": "gat"
  },
  {
    "epoch": 43,
    "train": {
      "gate_loss": 0.021271980542305734,
      "exist_loss": 0.009759057729071676,
      "type_loss": 1.63574368801612e-05,
      "loss": 0.031047395708257573,
      "gate_mcc": 0.9712455268466356,
      "gate_f1": 0.9902720789194724,
      "exist_mcc": 0.9558056014658864,
      "exist_auroc": 0.9987364411354065,
      "exist_f1": 0.965025845081819,
      "exist_P": 0.9601905700051147,
      "exist_R": 0.9699100650593188,
      "type_acc": 1.0,
      "type_trueprob": 0.9999911155364909
    },
    "val": {
      "gate_loss": 0.05659703259567888,
      "exist_loss": 0.010554441882524659,
      "type_loss": 9.291335095246184e-06,
      "loss": 0.06716076581329879,
      "gate_mcc": 0.9392184358357935,
      "gate_f1": 0.9529035208047554,
      "exist_mcc": 0.9542218882258972,
      "exist_auroc": 0.9985812902450562,
      "exist_f1": 0.9637930368252252,
      "exist_P": 0.9582020745293892,
      "exist_R": 0.9694496268656716,
      "type_acc": 1.0,
      "type_trueprob": 0.9999931535280463
    },
    "lr": 9.281223927298424e-05,
    "arch": "gat"
  },
  {
    "epoch": 44,
    "train": {
      "gate_loss": 0.02075011494841211,
      "exist_loss": 0.009665286313575038,
      "type_loss": 1.656069965794726e-05,
      "loss": 0.030431961961645097,
      "gate_mcc": 0.9714083338171522,
      "gate_f1": 0.9903308842085529,
      "exist_mcc": 0.9566916312183809,
      "exist_auroc": 0.9987605810165405,
      "exist_f1": 0.9657263630911013,
      "exist_P": 0.960996267313413,
      "exist_R": 0.9705032529659395,
      "type_acc": 1.0,
      "type_trueprob": 0.9999921817684648
    },
    "val": {
      "gate_loss": 0.05545454037548686,
      "exist_loss": 0.01044808837277398,
      "type_loss": 8.394593282132116e-06,
      "loss": 0.06591102334154296,
      "gate_mcc": 0.9402402868619384,
      "gate_f1": 0.9536999942768843,
      "exist_mcc": 0.9550138517477079,
      "exist_auroc": 0.998607337474823,
      "exist_f1": 0.9644195480007726,
      "exist_P": 0.9586053298517779,
      "exist_R": 0.9703047263681592,
      "type_acc": 1.0,
      "type_trueprob": 0.9999940200750508
    },
    "lr": 9.238171499483636e-05,
    "arch": "gat"
  },
  {
    "epoch": 45,
    "train": {
      "gate_loss": 0.01963920765391301,
      "exist_loss": 0.009551593099238165,
      "type_loss": 1.565439897848236e-05,
      "loss": 0.02920645515212966,
      "gate_mcc": 0.9744677453957874,
      "gate_f1": 0.9913721645992056,
      "exist_mcc": 0.9564684086794101,
      "exist_auroc": 0.9987884759902954,
      "exist_f1": 0.9655497427060376,
      "exist_P": 0.9608340991558583,
      "exist_R": 0.97031190202832,
      "type_acc": 1.0,
      "type_trueprob": 0.999992479659386
    },
    "val": {
      "gate_loss": 0.05645477250396983,
      "exist_loss": 0.010420492959300389,
      "type_loss": 8.711337688019446e-06,
      "loss": 0.06688397680095824,
      "gate_mcc": 0.9407384050885117,
      "gate_f1": 0.9540801738434266,
      "exist_mcc": 0.9559913889986245,
      "exist_auroc": 0.9986205697059631,
      "exist_f1": 0.965192196252656,
      "exist_P": 0.9593733200215038,
      "exist_R": 0.9710820895522388,
      "type_acc": 1.0,
      "type_trueprob": 0.999993784696012
    },
    "lr": 9.193974067399523e-05,
    "arch": "gat"
  },
  {
    "epoch": 46,
    "train": {
      "gate_loss": 0.020270253162415673,
      "exist_loss": 0.009479407947219303,
      "type_loss": 1.457711792911715e-05,
      "loss": 0.029764238227564094,
      "gate_mcc": 0.9722911870938605,
      "gate_f1": 0.9906358806525328,
      "exist_mcc": 0.9572863648128235,
      "exist_auroc": 0.9988101720809937,
      "exist_f1": 0.9661962711154278,
      "exist_P": 0.9616361499677774,
      "exist_R": 0.9707998469192499,
      "type_acc": 1.0,
      "type_trueprob": 0.9999929613506844
    },
    "val": {
      "gate_loss": 0.05700931543087497,
      "exist_loss": 0.010311546648432668,
      "type_loss": 7.268768236256692e-06,
      "loss": 0.0673281308475439,
      "gate_mcc": 0.9404267200497967,
      "gate_f1": 0.9538408739918778,
      "exist_mcc": 0.9565242518431709,
      "exist_auroc": 0.998649537563324,
      "exist_f1": 0.9656131674522834,
      "exist_P": 0.9599016746043939,
      "exist_R": 0.9713930348258707,
      "type_acc": 1.0,
      "type_trueprob": 0.9999949526023212
    },
    "lr": 9.148643714182706e-05,
    "arch": "gat"
  },
  {
    "epoch": 47,
    "train": {
      "gate_loss": 0.019657558380124056,
      "exist_loss": 0.009395315067811225,
      "type_loss": 1.4718180556570282e-05,
      "loss": 0.02906759162849185,
      "gate_mcc": 0.9739155323389459,
      "gate_f1": 0.9911941890294872,
      "exist_mcc": 0.9570257880603259,
      "exist_auroc": 0.99882972240448,
      "exist_f1": 0.9659909277408361,
      "exist_P": 0.9611825217152438,
      "exist_R": 0.9708476846536548,
      "type_acc": 1.0,
      "type_trueprob": 0.9999927732436263
    },
    "val": {
      "gate_loss": 0.05777865260007069,
      "exist_loss": 0.010336204978641413,
      "type_loss": 8.55064298021198e-06,
      "loss": 0.06812340822169231,
      "gate_mcc": 0.9382175589958658,
      "gate_f1": 0.9521200707641386,
      "exist_mcc": 0.9556233172469111,
      "exist_auroc": 0.9986507892608643,
      "exist_f1": 0.9649021197729643,
      "exist_P": 0.9585730724971231,
      "exist_R": 0.9713152985074627,
      "type_acc": 1.0,
      "type_trueprob": 0.9999936607791416
    },
    "lr": 9.102192832699135e-05,
    "arch": "gat"
  },
  {
    "epoch": 48,
    "train": {
      "gate_loss": 0.018191443216734535,
      "exist_loss": 0.009171586270731063,
      "type_loss": 1.4730535806301362e-05,
      "loss": 0.0273777600232719,
      "gate_mcc": 0.9758153163610276,
      "gate_f1": 0.99183641119125,
      "exist_mcc": 0.9581052851082605,
      "exist_auroc": 0.9988876581192017,
      "exist_f1": 0.9668436465798433,
      "exist_P": 0.9624211973266341,
      "exist_R": 0.9713069269039418,
      "type_acc": 1.0,
      "type_trueprob": 0.9999927555789356
    },
    "val": {
      "gate_loss": 0.059244682050833546,
      "exist_loss": 0.01027298687577065,
      "type_loss": 5.8414472496459036e-06,
      "loss": 0.06952351037385385,
      "gate_mcc": 0.9389818486747185,
      "gate_f1": 0.952706942780535,
      "exist_mcc": 0.9565147453182113,
      "exist_auroc": 0.9986647367477417,
      "exist_f1": 0.9656051940021642,
      "exist_P": 0.9601137411620043,
      "exist_R": 0.9711598258706468,
      "type_acc": 1.0,
      "type_trueprob": 0.999996002819111
    },
    "lr": 9.054634122155998e-05,
    "arch": "gat"
  },
  {
    "epoch": 49,
    "train": {
      "gate_loss": 0.01781000415691763,
      "exist_loss": 0.009115059921407077,
      "type_loss": 1.3327525701488147e-05,
      "loss": 0.026938391604026196,
      "gate_mcc": 0.9763103362611689,
      "gate_f1": 0.9920018446196193,
      "exist_mcc": 0.9589153935994886,
      "exist_auroc": 0.9988960027694702,
      "exist_f1": 0.9674838181151378,
      "exist_P": 0.9632766486148127,
      "exist_R": 0.971727898966705,
      "type_acc": 1.0,
      "type_trueprob": 0.99999305733857
    },
    "val": {
      "gate_loss": 0.06256883191387146,
      "exist_loss": 0.010301455585446933,
      "type_loss": 4.749295774092057e-06,
      "loss": 0.07287503679509248,
      "gate_mcc": 0.9371969402345559,
      "gate_f1": 0.9513027648196609,
      "exist_mcc": 0.9570416413111661,
      "exist_auroc": 0.9986699819564819,
      "exist_f1": 0.9660211063434999,
      "exist_P": 0.9607843137254902,
      "exist_R": 0.9713152985074627,
      "type_acc": 1.0,
      "type_trueprob": 0.9999973445908347
    },
    "lr": 9.005980584629886e-05,
    "arch": "gat"
  },
  {
    "epoch": 50,
    "train": {
      "gate_loss": 0.018107825448820863,
      "exist_loss": 0.009045737070276004,
      "type_loss": 1.3201499770888608e-05,
      "loss": 0.027166764018867758,
      "gate_mcc": 0.9753943550606885,
      "gate_f1": 0.9917013643763778,
      "exist_mcc": 0.9591259002341005,
      "exist_auroc": 0.9989137649536133,
      "exist_f1": 0.9676513160400716,
      "exist_P": 0.9631388383378829,
      "exist_R": 0.972206276310754,
      "type_acc": 1.0,
      "type_trueprob": 0.9999936479377965
    },
    "val": {
      "gate_loss": 0.06137937578856238,
      "exist_loss": 0.010338913204349135,
      "type_loss": 6.026101045079483e-06,
      "loss": 0.0717243150939566,
      "gate_mcc": 0.9379869631070739,
      "gate_f1": 0.9519252677147414,
      "exist_mcc": 0.9563414981990288,
      "exist_auroc": 0.9986603856086731,
      "exist_f1": 0.9654665686994856,
      "exist_P": 0.9606002308580223,
      "exist_R": 0.9703824626865671,
      "type_acc": 1.0,
      "type_trueprob": 0.9999960560481347
    },
    "lr": 8.956245521512157e-05,
    "arch": "gat"
  },
  {
    "epoch": 51,
    "train": {
      "gate_loss": 0.01711712174515109,
      "exist_loss": 0.008918673449876093,
      "type_loss": 1.3940154386906564e-05,
      "loss": 0.02604973534941409,
      "gate_mcc": 0.9769724544075846,
      "gate_f1": 0.9922354432567921,
      "exist_mcc": 0.9598008814799005,
      "exist_auroc": 0.9989423751831055,
      "exist_f1": 0.9681844160792531,
      "exist_P": 0.9639605462822458,
      "exist_R": 0.9724454649827784,
      "type_acc": 1.0,
      "type_trueprob": 0.9999943283203686
    },
    "val": {
      "gate_loss": 0.061755406492675365,
      "exist_loss": 0.010225376779950132,
      "type_loss": 5.281214983592182e-06,
      "loss": 0.0719860644876091,
      "gate_mcc": 0.9375784128244513,
      "gate_f1": 0.9516055568207697,
      "exist_mcc": 0.9573319606426159,
      "exist_auroc": 0.9986898899078369,
      "exist_f1": 0.9662504349170759,
      "exist_P": 0.9610859032530954,
      "exist_R": 0.9714707711442786,
      "type_acc": 1.0,
      "type_trueprob": 0.999996736349158
    },
    "lr": 8.905442529872466e-05,
    "arch": "gat"
  },
  {
    "epoch": 52,
    "train": {
      "gate_loss": 0.016717888149212965,
      "exist_loss": 0.008765392233583994,
      "type_loss": 1.1061389631569392e-05,
      "loss": 0.025494341772428528,
      "gate_mcc": 0.9774002570884853,
      "gate_f1": 0.9923796078883304,
      "exist_mcc": 0.9602484615558118,
      "exist_auroc": 0.9989796876907349,
      "exist_f1": 0.9685391439332974,
      "exist_P": 0.9640998416866533,
      "exist_R": 0.9730195177956372,
      "type_acc": 1.0,
      "type_trueprob": 0.999994281968804
    },
    "val": {
      "gate_loss": 0.0647640712512634,
      "exist_loss": 0.01022301384696346,
      "type_loss": 5.7968657041994615e-06,
      "loss": 0.07499288196393107,
      "gate_mcc": 0.9367115890634703,
      "gate_f1": 0.9509240830253056,
      "exist_mcc": 0.9575214674769201,
      "exist_auroc": 0.9986969232559204,
      "exist_f1": 0.9663998762711209,
      "exist_P": 0.9613816447419032,
      "exist_R": 0.9714707711442786,
      "type_acc": 1.0,
      "type_trueprob": 0.9999972475850167
    },
    "lr": 8.853585498741461e-05,
    "arch": "gat"
  },
  {
    "epoch": 53,
    "train": {
      "gate_loss": 0.017752770441537214,
      "exist_loss": 0.008756954965446435,
      "type_loss": 1.0306926023122018e-05,
      "loss": 0.02652003233300677,
      "gate_mcc": 0.9765036763235774,
      "gate_f1": 0.99208675052743,
      "exist_mcc": 0.9601951573913065,
      "exist_auroc": 0.9989809393882751,
      "exist_f1": 0.9684970382644802,
      "exist_P": 0.9640351875023698,
      "exist_R": 0.9730003827018753,
      "type_acc": 1.0,
      "type_trueprob": 0.9999955774037901
    },
    "val": {
      "gate_loss": 0.06083713039396308,
      "exist_loss": 0.010142898098167734,
      "type_loss": 6.098490429041994e-06,
      "loss": 0.07098612698255985,
      "gate_mcc": 0.9379357534328162,
      "gate_f1": 0.9518923848609211,
      "exist_mcc": 0.9577797149202393,
      "exist_auroc": 0.998716413974762,
      "exist_f1": 0.9666048237476809,
      "exist_P": 0.9612546125461254,
      "exist_R": 0.9720149253731343,
      "type_acc": 1.0,
      "type_trueprob": 0.99999698355275
    },
    "lr": 8.800688605313666e-05,
    "arch": "gat"
  },
  {
    "epoch": 54,
    "train": {
      "gate_loss": 0.016386394160888353,
      "exist_loss": 0.00860300359476351,
      "type_loss": 1.0073316571411654e-05,
      "loss": 0.024999471072223275,
      "gate_mcc": 0.9773878960252508,
      "gate_f1": 0.9923812541406228,
      "exist_mcc": 0.9610310184749647,
      "exist_auroc": 0.9990155100822449,
      "exist_f1": 0.9691577924675671,
      "exist_P": 0.9648750142244813,
      "exist_R": 0.9734787600459243,
      "type_acc": 1.0,
      "type_trueprob": 0.9999953722889926
    },
    "val": {
      "gate_loss": 0.06287112303020133,
      "exist_loss": 0.010127277979997575,
      "type_loss": 3.854367512384191e-06,
      "loss": 0.07300225537771128,
      "gate_mcc": 0.9387337208886709,
      "gate_f1": 0.9524893314366999,
      "exist_mcc": 0.9582476029988218,
      "exist_auroc": 0.9987192153930664,
      "exist_f1": 0.9669734704926909,
      "exist_P": 0.9621363706325997,
      "exist_R": 0.9718594527363185,
      "type_acc": 1.0,
      "type_trueprob": 0.9999977587838078
    },
    "lr": 8.74676631107157e-05,
    "arch": "gat"
  },
  {
    "epoch": 55,
    "train": {
      "gate_loss": 0.016125674659127988,
      "exist_loss": 0.008422002207265373,
      "type_loss": 1.1808389012176436e-05,
      "loss": 0.024559485255405536,
      "gate_mcc": 0.9785594489149365,
      "gate_f1": 0.9927783017849042,
      "exist_mcc": 0.961577320819559,
      "exist_auroc": 0.9990580081939697,
      "exist_f1": 0.9695898801217357,
      "exist_P": 0.965346206007037,
      "exist_R": 0.9738710294680444,
      "type_acc": 1.0,
      "type_trueprob": 0.9999941283881869
    },
    "val": {
      "gate_loss": 0.06493025921081907,
      "exist_loss": 0.010152359941312297,
      "type_loss": 3.818032265970052e-06,
      "loss": 0.07508643718439734,
      "gate_mcc": 0.9361298211542626,
      "gate_f1": 0.9504512174357228,
      "exist_mcc": 0.9587812464207686,
      "exist_auroc": 0.9987220764160156,
      "exist_f1": 0.9673950879907176,
      "exist_P": 0.9626664613963514,
      "exist_R": 0.9721703980099502,
      "type_acc": 1.0,
      "type_trueprob": 0.9999980282279389
    },
    "lr": 8.69183335783201e-05,
    "arch": "gat"
  },
  {
    "epoch": 56,
    "train": {
      "gate_loss": 0.015371754012604856,
      "exist_loss": 0.008363744746216688,
      "type_loss": 7.45640716172752e-06,
      "loss": 0.023742955165983272,
      "gate_mcc": 0.9791717187900162,
      "gate_f1": 0.9929883667357752,
      "exist_mcc": 0.9619246258523236,
      "exist_auroc": 0.999069333076477,
      "exist_f1": 0.9698649446635047,
      "exist_P": 0.9655061250805932,
      "exist_R": 0.9742632988901646,
      "type_acc": 1.0,
      "type_trueprob": 0.9999965596919858
    },
    "val": {
      "gate_loss": 0.06456136525006119,
      "exist_loss": 0.010139737769149622,
      "type_loss": 4.06300013062966e-06,
      "loss": 0.07470516601934145,
      "gate_mcc": 0.9369222997532023,
      "gate_f1": 0.9510767657253253,
      "exist_mcc": 0.958016583750381,
      "exist_auroc": 0.9987286329269409,
      "exist_f1": 0.9667916650558627,
      "exist_P": 0.9616242405598708,
      "exist_R": 0.9720149253731343,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981885451582
    },
    "lr": 8.635904763715899e-05,
    "arch": "gat"
  },
  {
    "epoch": 57,
    "train": {
      "gate_loss": 0.015610665200434626,
      "exist_loss": 0.008884418960954652,
      "type_loss": 0.0017759462799996845,
      "loss": 0.02627103044138896,
      "gate_mcc": 0.979023494492487,
      "gate_f1": 0.9929377209211918,
      "exist_mcc": 0.9595410869201935,
      "exist_auroc": 0.9989506602287292,
      "exist_f1": 0.9679777020749458,
      "exist_P": 0.9640962368908081,
      "exist_R": 0.9718905472636816,
      "type_acc": 0.9997799464217375,
      "type_trueprob": 0.9997347905085637
    },
    "val": {
      "gate_loss": 0.06696505971723275,
      "exist_loss": 0.010220825585683154,
      "type_loss": 9.787045453196595e-05,
      "loss": 0.07728375575744788,
      "gate_mcc": 0.9361065478859384,
      "gate_f1": 0.950448914649392,
      "exist_mcc": 0.9583365989811307,
      "exist_auroc": 0.9986997842788696,
      "exist_f1": 0.9670456735401811,
      "exist_P": 0.9590245394083021,
      "exist_R": 0.9752021144278606,
      "type_acc": 1.0,
      "type_trueprob": 0.9999680545792651
    },
    "lr": 8.578995819042424e-05,
    "arch": "gat"
  },
  {
    "epoch": 58,
    "train": {
      "gate_loss": 0.015734654113826043,
      "exist_loss": 0.00923045713814036,
      "type_loss": 0.0011358260473071753,
      "loss": 0.02610093729927358,
      "gate_mcc": 0.9791325932038427,
      "gate_f1": 0.9929734633050641,
      "exist_mcc": 0.9575022810816495,
      "exist_auroc": 0.9988645315170288,
      "exist_f1": 0.9663659830639246,
      "exist_P": 0.9621227927090643,
      "exist_R": 0.9706467661691542,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999531621454869
    },
    "val": {
      "gate_loss": 0.06759181788323639,
      "exist_loss": 0.010229677426645545,
      "type_loss": 0.0009108661705860207,
      "loss": 0.07873236148046794,
      "gate_mcc": 0.9352815555042834,
      "gate_f1": 0.9498152884342143,
      "exist_mcc": 0.957963141231193,
      "exist_auroc": 0.9986846446990967,
      "exist_f1": 0.9667491493968451,
      "exist_P": 0.9616923076923077,
      "exist_R": 0.9718594527363185,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999206917202887
    },
    "lr": 8.521122082148826e-05,
    "arch": "gat"
  },
  {
    "epoch": 59,
    "train": {
      "gate_loss": 0.01402752099947223,
      "exist_loss": 0.008308320755065988,
      "type_loss": 7.306887498262984e-06,
      "loss": 0.022343148642036483,
      "gate_mcc": 0.9814689310660696,
      "gate_f1": 0.9937682598621245,
      "exist_mcc": 0.962715980709168,
      "exist_auroc": 0.9990800619125366,
      "exist_f1": 0.9704911787814576,
      "exist_P": 0.9660520453144997,
      "exist_R": 0.9749712973593571,
      "type_acc": 1.0,
      "type_trueprob": 0.9999957214951105
    },
    "val": {
      "gate_loss": 0.06897895692405,
      "exist_loss": 0.010219008308319864,
      "type_loss": 0.0009456814452987449,
      "loss": 0.0801436466776686,
      "gate_mcc": 0.9355215998882792,
      "gate_f1": 0.9499858075503833,
      "exist_mcc": 0.9588361407849333,
      "exist_auroc": 0.9987114071846008,
      "exist_f1": 0.9674346563407552,
      "exist_P": 0.9638145204845305,
      "exist_R": 0.9710820895522388,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999919621802088
    },
    "lr": 8.46229937513691e-05,
    "arch": "gat"
  },
  {
    "epoch": 60,
    "train": {
      "gate_loss": 0.01351679568988478,
      "exist_loss": 0.008094463015198623,
      "type_loss": 6.439444142114835e-06,
      "loss": 0.02161769814922552,
      "gate_mcc": 0.9816359312139327,
      "gate_f1": 0.9938264498488992,
      "exist_mcc": 0.9633285789779257,
      "exist_auroc": 0.9991284012794495,
      "exist_f1": 0.9709744430256714,
      "exist_P": 0.9670855320602862,
      "exist_R": 0.9748947569843093,
      "type_acc": 1.0,
      "type_trueprob": 0.9999965775756602
    },
    "val": {
      "gate_loss": 0.06991995212344562,
      "exist_loss": 0.01021393910120867,
      "type_loss": 0.0007209963026878703,
      "loss": 0.08085488752734217,
      "gate_mcc": 0.9359865860740642,
      "gate_f1": 0.9503521926834809,
      "exist_mcc": 0.9588671264675669,
      "exist_auroc": 0.9987267851829529,
      "exist_f1": 0.9674569967456996,
      "exist_P": 0.964318813716404,
      "exist_R": 0.9706156716417911,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999205529207911
    },
    "lr": 8.402543779547428e-05,
    "arch": "gat"
  },
  {
    "epoch": 61,
    "train": {
      "gate_loss": 0.014094334561382217,
      "exist_loss": 0.00804642124223256,
      "type_loss": 1.0534260047650525e-05,
      "loss": 0.022151290063662427,
      "gate_mcc": 0.9812333021300634,
      "gate_f1": 0.993689058395999,
      "exist_mcc": 0.9640848868051891,
      "exist_auroc": 0.9991406798362732,
      "exist_f1": 0.9715731252411781,
      "exist_P": 0.9675766460758917,
      "exist_R": 0.9756027554535017,
      "type_acc": 1.0,
      "type_trueprob": 0.9999943854021378
    },
    "val": {
      "gate_loss": 0.06744726794018877,
      "exist_loss": 0.010200680006460542,
      "type_loss": 0.0004657360302109147,
      "loss": 0.07811368397686022,
      "gate_mcc": 0.9368168517794138,
      "gate_f1": 0.9510004547521601,
      "exist_mcc": 0.959230597598809,
      "exist_auroc": 0.9987291097640991,
      "exist_f1": 0.9677469315057885,
      "exist_P": 0.9640515312813392,
      "exist_R": 0.9714707711442786,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999262044085792
    },
    "lr": 8.341871631963559e-05,
    "arch": "gat"
  },
  {
    "epoch": 62,
    "train": {
      "gate_loss": 0.013496733894005792,
      "exist_loss": 0.00785321195589328,
      "type_loss": 1.0736076507125207e-05,
      "loss": 0.021360681926406194,
      "gate_mcc": 0.9819971055808578,
      "gate_f1": 0.9939492485124937,
      "exist_mcc": 0.9640690907051698,
      "exist_auroc": 0.9991803169250488,
      "exist_f1": 0.9715593050689927,
      "exist_P": 0.968029633850976,
      "exist_R": 0.9751148105625718,
      "type_acc": 1.0,
      "type_trueprob": 0.9999942762022314
    },
    "val": {
      "gate_loss": 0.07068659854179137,
      "exist_loss": 0.01022704637857468,
      "type_loss": 0.00024842651627389527,
      "loss": 0.08116207143663993,
      "gate_mcc": 0.9351170711917525,
      "gate_f1": 0.949668047438007,
      "exist_mcc": 0.9594126745767729,
      "exist_auroc": 0.9987318515777588,
      "exist_f1": 0.9678893752178798,
      "exist_P": 0.9645641936230989,
      "exist_R": 0.9712375621890548,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999414418467242
    },
    "lr": 8.280299519544643e-05,
    "arch": "gat"
  },
  {
    "epoch": 63,
    "train": {
      "gate_loss": 0.013186323301677766,
      "exist_loss": 0.007728568351880202,
      "type_loss": 9.008960677965403e-06,
      "loss": 0.020923900614235935,
      "gate_mcc": 0.9825139256353879,
      "gate_f1": 0.9941216678058783,
      "exist_mcc": 0.9649690061702959,
      "exist_auroc": 0.9992052912712097,
      "exist_f1": 0.9722721229766369,
      "exist_P": 0.9684833065947732,
      "exist_R": 0.9760907003444317,
      "type_acc": 1.0,
      "type_trueprob": 0.9999948598669719
    },
    "val": {
      "gate_loss": 0.0673166569971199,
      "exist_loss": 0.010181908847410473,
      "type_loss": 0.0004200472154519342,
      "loss": 0.07791861305998232,
      "gate_mcc": 0.9383082161510966,
      "gate_f1": 0.9521694567816877,
      "exist_mcc": 0.9591999368621211,
      "exist_auroc": 0.9987466335296631,
      "exist_f1": 0.9677244582043344,
      "exist_P": 0.9635480887792849,
      "exist_R": 0.9719371890547264,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999282139710229
    },
    "lr": 8.217844275491426e-05,
    "arch": "gat"
  },
  {
    "epoch": 64,
    "train": {
      "gate_loss": 0.013234496001749325,
      "exist_loss": 0.007721210563966099,
      "type_loss": 8.293190255932558e-06,
      "loss": 0.020963999755971355,
      "gate_mcc": 0.9827016965160251,
      "gate_f1": 0.994187133998072,
      "exist_mcc": 0.9646250588877175,
      "exist_auroc": 0.9992093443870544,
      "exist_f1": 0.971999409008803,
      "exist_P": 0.9684131551706127,
      "exist_R": 0.9756123230003827,
      "type_acc": 1.0,
      "type_trueprob": 0.9999956125871824
    },
    "val": {
      "gate_loss": 0.06689655649954288,
      "exist_loss": 0.010259010708245688,
      "type_loss": 0.00027699174199624573,
      "loss": 0.0774325589497848,
      "gate_mcc": 0.9384818343003537,
      "gate_f1": 0.952299635701275,
      "exist_mcc": 0.9607239660195911,
      "exist_auroc": 0.9987428188323975,
      "exist_f1": 0.9689301605726447,
      "exist_P": 0.9645635929435329,
      "exist_R": 0.9733364427860697,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999374440171529
    },
    "lr": 8.154522974444018e-05,
    "arch": "gat"
  },
  {
    "epoch": 65,
    "train": {
      "gate_loss": 0.013583077854225963,
      "exist_loss": 0.007588068760300218,
      "type_loss": 8.038878386193056e-06,
      "loss": 0.021179185492912374,
      "gate_mcc": 0.9822918480037657,
      "gate_f1": 0.9940507449157968,
      "exist_mcc": 0.9657938993576072,
      "exist_auroc": 0.9992327094078064,
      "exist_f1": 0.9729248070141999,
      "exist_P": 0.9691380292386558,
      "exist_R": 0.9767412935323383,
      "type_acc": 1.0,
      "type_trueprob": 0.9999956237553547
    },
    "val": {
      "gate_loss": 0.06670993578985374,
      "exist_loss": 0.010191768322210689,
      "type_loss": 0.00012109123168719861,
      "loss": 0.07702279534375163,
      "gate_mcc": 0.9380043814322033,
      "gate_f1": 0.9519258121408659,
      "exist_mcc": 0.9600030237798777,
      "exist_auroc": 0.9987599849700928,
      "exist_f1": 0.9683566365854602,
      "exist_P": 0.9649556155924354,
      "exist_R": 0.9717817164179104,
      "type_acc": 1.0,
      "type_trueprob": 0.999962576641817
    },
    "lr": 8.090352927813866e-05,
    "arch": "gat"
  },
  {
    "epoch": 66,
    "train": {
      "gate_loss": 0.012543693679876303,
      "exist_loss": 0.007413858870319461,
      "type_loss": 6.692130647812655e-06,
      "loss": 0.019964244680843575,
      "gate_mcc": 0.9830336763610961,
      "gate_f1": 0.9943037974683545,
      "exist_mcc": 0.9666290925682218,
      "exist_auroc": 0.9992690682411194,
      "exist_f1": 0.9735855170671966,
      "exist_P": 0.9698557824679332,
      "exist_R": 0.97734404898584,
      "type_acc": 1.0,
      "type_trueprob": 0.9999962177123323
    },
    "val": {
      "gate_loss": 0.0700903504766404,
      "exist_loss": 0.010245718285032306,
      "type_loss": 0.00013505378863549732,
      "loss": 0.08047112255030821,
      "gate_mcc": 0.9370096827583192,
      "gate_f1": 0.9511419156913987,
      "exist_mcc": 0.9597732633802217,
      "exist_auroc": 0.9987592101097107,
      "exist_f1": 0.9681765389082462,
      "exist_P": 0.9643683479870431,
      "exist_R": 0.9720149253731343,
      "type_acc": 1.0,
      "type_trueprob": 0.9999595571735606
    },
    "lr": 8.025351679050983e-05,
    "arch": "gat"
  },
  {
    "epoch": 67,
    "train": {
      "gate_loss": 0.012475744660664489,
      "exist_loss": 0.007584711885701656,
      "type_loss": 7.893227247278179e-05,
      "loss": 0.020139388818838925,
      "gate_mcc": 0.9831683139179356,
      "gate_f1": 0.9943461372464394,
      "exist_mcc": 0.9663147496891289,
      "exist_auroc": 0.9992302656173706,
      "exist_f1": 0.973336700994572,
      "exist_P": 0.9696446035378232,
      "exist_R": 0.9770570225794106,
      "type_acc": 0.999980864906238,
      "type_trueprob": 0.9999674743407082
    },
    "val": {
      "gate_loss": 0.06917093510124553,
      "exist_loss": 0.010260471434935118,
      "type_loss": 0.00010789203570029526,
      "loss": 0.07953929857188095,
      "gate_mcc": 0.9370607228576935,
      "gate_f1": 0.9511848610558618,
      "exist_mcc": 0.9601881969426311,
      "exist_auroc": 0.9987541437149048,
      "exist_f1": 0.9685018015574755,
      "exist_P": 0.9653973893566077,
      "exist_R": 0.9716262437810945,
      "type_acc": 1.0,
      "type_trueprob": 0.9999660184579109
    },
    "lr": 7.959536998847753e-05,
    "arch": "gat"
  },
  {
    "epoch": 68,
    "train": {
      "gate_loss": 0.012466600764159846,
      "exist_loss": 0.007394245467111147,
      "type_loss": 1.0505565686346988e-05,
      "loss": 0.01987135179695734,
      "gate_mcc": 0.9832282845241155,
      "gate_f1": 0.9943683245226022,
      "exist_mcc": 0.9664913115485628,
      "exist_auroc": 0.999273955821991,
      "exist_f1": 0.9734769620711505,
      "exist_P": 0.9695367883613449,
      "exist_R": 0.9774492920015309,
      "type_acc": 1.0,
      "type_trueprob": 0.9999964517329873
    },
    "val": {
      "gate_loss": 0.07005911640107938,
      "exist_loss": 0.01028080582113467,
      "type_loss": 0.00013059471297391495,
      "loss": 0.08047051693518796,
      "gate_mcc": 0.9355122642558109,
      "gate_f1": 0.9499801283143133,
      "exist_mcc": 0.9603841136276902,
      "exist_auroc": 0.9987662434577942,
      "exist_f1": 0.9686567742435396,
      "exist_P": 0.96555186529698,
      "exist_R": 0.9717817164179104,
      "type_acc": 1.0,
      "type_trueprob": 0.9999611389577685
    },
    "lr": 7.892926880280581e-05,
    "arch": "gat"
  },
  {
    "epoch": 69,
    "train": {
      "gate_loss": 0.012117980684992816,
      "exist_loss": 0.007301350084425524,
      "type_loss": 7.503932716262566e-06,
      "loss": 0.0194268347021346,
      "gate_mcc": 0.9843442886887384,
      "gate_f1": 0.9947423310677167,
      "exist_mcc": 0.9668018623751796,
      "exist_auroc": 0.9992917776107788,
      "exist_f1": 0.9737220850767749,
      "exist_P": 0.9700514651423362,
      "exist_R": 0.9774205893608878,
      "type_acc": 1.0,
      "type_trueprob": 0.9999958188698933
    },
    "val": {
      "gate_loss": 0.07405304496787611,
      "exist_loss": 0.01026814961689029,
      "type_loss": 0.00019423108753755598,
      "loss": 0.08451542567230395,
      "gate_mcc": 0.9360983558093666,
      "gate_f1": 0.9504197867029726,
      "exist_mcc": 0.9600929056314806,
      "exist_auroc": 0.9987698197364807,
      "exist_f1": 0.9684267617092163,
      "exist_P": 0.9652482817205962,
      "exist_R": 0.9716262437810945,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999485095935081
    },
    "lr": 7.825539533890791e-05,
    "arch": "gat"
  },
  {
    "epoch": 70,
    "train": {
      "gate_loss": 0.011890780250595976,
      "exist_loss": 0.00718820918888526,
      "type_loss": 4.765708322499014e-06,
      "loss": 0.019083755147803735,
      "gate_mcc": 0.9840850503452062,
      "gate_f1": 0.9946562524722924,
      "exist_mcc": 0.9673553871089934,
      "exist_auroc": 0.9993141293525696,
      "exist_f1": 0.974160034313492,
      "exist_P": 0.9705061247744754,
      "exist_R": 0.977841561423651,
      "type_acc": 1.0,
      "type_trueprob": 0.999997144451645
    },
    "val": {
      "gate_loss": 0.07301420270515326,
      "exist_loss": 0.010288145112434746,
      "type_loss": 0.00011421758639842256,
      "loss": 0.08341656540398641,
      "gate_mcc": 0.9351148360223839,
      "gate_f1": 0.9496541557999774,
      "exist_mcc": 0.9602941496286527,
      "exist_auroc": 0.9987749457359314,
      "exist_f1": 0.9685865902312429,
      "exist_P": 0.9652590133559793,
      "exist_R": 0.9719371890547264,
      "type_acc": 1.0,
      "type_trueprob": 0.9999633721673666
    },
    "lr": 7.757393382706025e-05,
    "arch": "gat"
  },
  {
    "epoch": 71,
    "train": {
      "gate_loss": 0.012110667240431404,
      "exist_loss": 0.007091395709254251,
      "type_loss": 8.225800311544463e-06,
      "loss": 0.0192102887499972,
      "gate_mcc": 0.9841686650182311,
      "gate_f1": 0.9946853267553165,
      "exist_mcc": 0.967759482817448,
      "exist_auroc": 0.9993311762809753,
      "exist_f1": 0.9744783122877961,
      "exist_P": 0.9714024946759964,
      "exist_R": 0.9775736701109835,
      "type_acc": 1.0,
      "type_trueprob": 0.9999963223865741
    },
    "val": {
      "gate_loss": 0.07296688772008277,
      "exist_loss": 0.010386071701505175,
      "type_loss": 7.294132884943257e-05,
      "loss": 0.08342590075043736,
      "gate_mcc": 0.9352909304816549,
      "gate_f1": 0.9497846293357515,
      "exist_mcc": 0.9602305681896666,
      "exist_auroc": 0.9987624287605286,
      "exist_f1": 0.9685344493528636,
      "exist_P": 0.9656158244475351,
      "exist_R": 0.9714707711442786,
      "type_acc": 1.0,
      "type_trueprob": 0.999974272959861
    },
    "lr": 7.68850705720358e-05,
    "arch": "gat"
  },
  {
    "epoch": 72,
    "train": {
      "gate_loss": 0.011315791350814931,
      "exist_loss": 0.0069577809320866355,
      "type_loss": 4.738978632583201e-06,
      "loss": 0.018278311261534147,
      "gate_mcc": 0.9850473255803361,
      "gate_f1": 0.994980367339307,
      "exist_mcc": 0.9687018705738205,
      "exist_auroc": 0.9993576407432556,
      "exist_f1": 0.9752243446085771,
      "exist_P": 0.9720632687591491,
      "exist_R": 0.9784060466896288,
      "type_acc": 1.0,
      "type_trueprob": 0.9999977146123864
    },
    "val": {
      "gate_loss": 0.07290897976338906,
      "exist_loss": 0.010322028493491434,
      "type_loss": 0.0001349395871960433,
      "loss": 0.08336594784407654,
      "gate_mcc": 0.9371707036491667,
      "gate_f1": 0.9512513478236195,
      "exist_mcc": 0.9601143500882114,
      "exist_auroc": 0.9987875819206238,
      "exist_f1": 0.9684398263027296,
      "exist_P": 0.966042698019802,
      "exist_R": 0.9708488805970149,
      "type_acc": 1.0,
      "type_trueprob": 0.9999590821156454
    },
    "lr": 7.618899390217026e-05,
    "arch": "gat"
  },
  {
    "epoch": 73,
    "train": {
      "gate_loss": 0.011312048910330257,
      "exist_loss": 0.006985532209264162,
      "type_loss": 8.462608835460503e-06,
      "loss": 0.01830604372842988,
      "gate_mcc": 0.9848904567970846,
      "gate_f1": 0.9949309385313383,
      "exist_mcc": 0.9680142671256747,
      "exist_auroc": 0.9993537068367004,
      "exist_f1": 0.9746811309603248,
      "exist_P": 0.9711447133467573,
      "exist_R": 0.9782433983926522,
      "type_acc": 1.0,
      "type_trueprob": 0.999996209390949
    },
    "val": {
      "gate_loss": 0.07394227159903122,
      "exist_loss": 0.010386434475672137,
      "type_loss": 0.0001518221664433791,
      "loss": 0.08448052824114674,
      "gate_mcc": 0.9358163928715492,
      "gate_f1": 0.9502128867442521,
      "exist_mcc": 0.9608871069037545,
      "exist_auroc": 0.9987753629684448,
      "exist_f1": 0.969056194570311,
      "exist_P": 0.9655784518021147,
      "exist_R": 0.9725590796019901,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999552745168185
    },
    "lr": 7.548589411787487e-05,
    "arch": "gat"
  },
  {
    "epoch": 74,
    "train": {
      "gate_loss": 0.010615665793741609,
      "exist_loss": 0.006869014136867283,
      "type_loss": 4.560645863616199e-06,
      "loss": 0.017489240576472508,
      "gate_mcc": 0.9861746062903335,
      "gate_f1": 0.9953628814838779,
      "exist_mcc": 0.9688979952575145,
      "exist_auroc": 0.9993743896484375,
      "exist_f1": 0.9753787156103332,
      "exist_P": 0.9725213057373306,
      "exist_R": 0.9782529659395331,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971535029741
    },
    "val": {
      "gate_loss": 0.07652088971610306,
      "exist_loss": 0.010386508105261287,
      "type_loss": 0.00021943555143964354,
      "loss": 0.087126833372804,
      "gate_mcc": 0.9361647661648697,
      "gate_f1": 0.9504591316177303,
      "exist_mcc": 0.9612077186401102,
      "exist_auroc": 0.9987822771072388,
      "exist_f1": 0.9693070841729964,
      "exist_P": 0.9664605873261205,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999443795809995
    },
    "lr": 7.477596343961025e-05,
    "arch": "gat"
  },
  {
    "epoch": 75,
    "train": {
      "gate_loss": 0.010442682331563957,
      "exist_loss": 0.006793476110601323,
      "type_loss": 6.379661303709775e-06,
      "loss": 0.01724253810346899,
      "gate_mcc": 0.9861099512810751,
      "gate_f1": 0.9953413469833784,
      "exist_mcc": 0.9694585740500018,
      "exist_auroc": 0.9993860721588135,
      "exist_f1": 0.9758234842597581,
      "exist_P": 0.9725360879605432,
      "exist_R": 0.9791331802525832,
      "type_acc": 1.0,
      "type_trueprob": 0.999996508011816
    },
    "val": {
      "gate_loss": 0.07584401484292422,
      "exist_loss": 0.010407394234200206,
      "type_loss": 0.00015490815622730297,
      "loss": 0.08640631723335172,
      "gate_mcc": 0.9361298211542626,
      "gate_f1": 0.9504512174357228,
      "exist_mcc": 0.961517117320089,
      "exist_auroc": 0.9987841844558716,
      "exist_f1": 0.9695537651069104,
      "exist_P": 0.9662600370599135,
      "exist_R": 0.9728700248756219,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999549655401292
    },
    "lr": 7.405939595533525e-05,
    "arch": "gat"
  },
  {
    "epoch": 76,
    "train": {
      "gate_loss": 0.010710731444383685,
      "exist_loss": 0.00669253911454983,
      "type_loss": 4.27414824290176e-06,
      "loss": 0.01740754470717642,
      "gate_mcc": 0.9857911145578949,
      "gate_f1": 0.9952330622721685,
      "exist_mcc": 0.9694293643993045,
      "exist_auroc": 0.9994038343429565,
      "exist_f1": 0.9757993742368742,
      "exist_P": 0.9729038271323138,
      "exist_R": 0.9787122081898201,
      "type_acc": 1.0,
      "type_trueprob": 0.9999978580467555
    },
    "val": {
      "gate_loss": 0.07735578217442597,
      "exist_loss": 0.010463868136982857,
      "type_loss": 0.00012069831829569522,
      "loss": 0.08794034862970453,
      "gate_mcc": 0.9351148360223839,
      "gate_f1": 0.9496541557999774,
      "exist_mcc": 0.9612735663529635,
      "exist_auroc": 0.9987836480140686,
      "exist_f1": 0.9693612735794245,
      "exist_P": 0.966031035281402,
      "exist_R": 0.972714552238806,
      "type_acc": 1.0,
      "type_trueprob": 0.9999626586908725
    },
    "lr": 7.333638756744515e-05,
    "arch": "gat"
  },
  {
    "epoch": 77,
    "train": {
      "gate_loss": 0.010103373065954128,
      "exist_loss": 0.006608958377677098,
      "type_loss": 5.797697699374461e-06,
      "loss": 0.0167181291413306,
      "gate_mcc": 0.9868981261861919,
      "gate_f1": 0.9956082028133378,
      "exist_mcc": 0.9698050005981924,
      "exist_auroc": 0.9994181990623474,
      "exist_f1": 0.9760978586274622,
      "exist_P": 0.9727036065822977,
      "exist_R": 0.9795158821278225,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971806569616
    },
    "val": {
      "gate_loss": 0.07585365216514096,
      "exist_loss": 0.010485765298944618,
      "type_loss": 7.299923991412417e-05,
      "loss": 0.0864124167039997,
      "gate_mcc": 0.9357823084944843,
      "gate_f1": 0.9501672430409887,
      "exist_mcc": 0.962451426751424,
      "exist_auroc": 0.9987865090370178,
      "exist_f1": 0.9702931949339634,
      "exist_P": 0.9668853724430722,
      "exist_R": 0.9737251243781094,
      "type_acc": 1.0,
      "type_trueprob": 0.9999742958490825
    },
    "lr": 7.260713593921403e-05,
    "arch": "gat"
  },
  {
    "epoch": 78,
    "train": {
      "gate_loss": 0.009944977452764096,
      "exist_loss": 0.006579479442592771,
      "type_loss": 5.623100951731566e-06,
      "loss": 0.016530079996308598,
      "gate_mcc": 0.9862769735079918,
      "gate_f1": 0.9953995227004803,
      "exist_mcc": 0.9706289845437854,
      "exist_auroc": 0.99942547082901,
      "exist_f1": 0.9767488445964315,
      "exist_P": 0.9738366287197923,
      "exist_R": 0.9796785304247991,
      "type_acc": 1.0,
      "type_trueprob": 0.9999971037936585
    },
    "val": {
      "gate_loss": 0.0779535107984112,
      "exist_loss": 0.0105201397303471,
      "type_loss": 9.219985079396686e-05,
      "loss": 0.08856585037955227,
      "gate_mcc": 0.9342797693192447,
      "gate_f1": 0.949002719854941,
      "exist_mcc": 0.9618986383129182,
      "exist_auroc": 0.9987821578979492,
      "exist_f1": 0.9698543087414755,
      "exist_P": 0.9668572311495673,
      "exist_R": 0.9728700248756219,
      "type_acc": 1.0,
      "type_trueprob": 0.9999695464190262
    },
    "lr": 7.187184044075549e-05,
    "arch": "gat"
  },
  {
    "epoch": 79,
    "train": {
      "gate_loss": 0.009720736226470315,
      "exist_loss": 0.006520170280595623,
      "type_loss": 4.280959709674441e-06,
      "loss": 0.016245187466775612,
      "gate_mcc": 0.987021722311468,
      "gate_f1": 0.9956520801742043,
      "exist_mcc": 0.970444572118556,
      "exist_auroc": 0.9994345903396606,
      "exist_f1": 0.976603111318829,
      "exist_P": 0.9736036361561722,
      "exist_R": 0.9796211251435132,
      "type_acc": 1.0,
      "type_trueprob": 0.9999977955633865
    },
    "val": {
      "gate_loss": 0.07824935624335902,
      "exist_loss": 0.010476100640858323,
      "type_loss": 4.0986194440704115e-05,
      "loss": 0.08876644307865805,
      "gate_mcc": 0.9352317977887243,
      "gate_f1": 0.9497364991216637,
      "exist_mcc": 0.9625119768224184,
      "exist_auroc": 0.9987958073616028,
      "exist_f1": 0.9703361898483849,
      "exist_P": 0.9680464216634429,
      "exist_R": 0.972636815920398,
      "type_acc": 1.0,
      "type_trueprob": 0.999984603579068
    },
    "lr": 7.113070209451697e-05,
    "arch": "gat"
  },
  {
    "epoch": 80,
    "train": {
      "gate_loss": 0.010642453056276136,
      "exist_loss": 0.006557562321804545,
      "type_loss": 6.865784684088477e-05,
      "loss": 0.017268673224921566,
      "gate_mcc": 0.9857871561425949,
      "gate_f1": 0.9952336105938935,
      "exist_mcc": 0.9705438625423343,
      "exist_auroc": 0.9994274973869324,
      "exist_f1": 0.9766814047438485,
      "exist_P": 0.9737970915247144,
      "exist_R": 0.9795828549559893,
      "type_acc": 0.999990432453119,
      "type_trueprob": 0.9999776911014713
    },
    "val": {
      "gate_loss": 0.07839442673858131,
      "exist_loss": 0.01042063205290203,
      "type_loss": 0.00010219395505140705,
      "loss": 0.08891725274653475,
      "gate_mcc": 0.9343189198565734,
      "gate_f1": 0.9490258269143633,
      "exist_mcc": 0.9618736197653872,
      "exist_auroc": 0.9987996816635132,
      "exist_f1": 0.9698309291143168,
      "exist_P": 0.9675796966883318,
      "exist_R": 0.9720926616915423,
      "type_acc": 1.0,
      "type_trueprob": 0.9999675387655621
    },
    "lr": 7.038392352032209e-05,
    "arch": "gat"
  },
  {
    "epoch": 81,
    "train": {
      "gate_loss": 0.009773056121469531,
      "exist_loss": 0.006541197385073006,
      "type_loss": 7.739861211391574e-05,
      "loss": 0.016391652118656452,
      "gate_mcc": 0.9872577739284567,
      "gate_f1": 0.9957311639405525,
      "exist_mcc": 0.9702912591863996,
      "exist_auroc": 0.9994291663169861,
      "exist_f1": 0.9764815300598574,
      "exist_P": 0.9735793428123068,
      "exist_R": 0.9794010715652507,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999692564306248
    },
    "val": {
      "gate_loss": 0.07952410616012655,
      "exist_loss": 0.010452072048827431,
      "type_loss": 0.001113565092097059,
      "loss": 0.09108974330105105,
      "gate_mcc": 0.9346826731260045,
      "gate_f1": 0.9493197278911564,
      "exist_mcc": 0.9627847195258448,
      "exist_auroc": 0.9988018274307251,
      "exist_f1": 0.9705482907143689,
      "exist_P": 0.9689315875106531,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999220139574055
    },
    "lr": 6.963170887997647e-05,
    "arch": "gat"
  },
  {
    "epoch": 82,
    "train": {
      "gate_loss": 0.009010318056913139,
      "exist_loss": 0.0061854867816795245,
      "type_loss": 7.372762782870634e-06,
      "loss": 0.015203177601375534,
      "gate_mcc": 0.9878149817170835,
      "gate_f1": 0.995918191356339,
      "exist_mcc": 0.971978149180392,
      "exist_auroc": 0.9994925260543823,
      "exist_f1": 0.9778165705591407,
      "exist_P": 0.9749289049942458,
      "exist_R": 0.9807213930348259,
      "type_acc": 1.0,
      "type_trueprob": 0.9999962722392909
    },
    "val": {
      "gate_loss": 0.08264935062755369,
      "exist_loss": 0.010657024672326602,
      "type_loss": 0.0007932824961079369,
      "loss": 0.09409965779598822,
      "gate_mcc": 0.9337212399585785,
      "gate_f1": 0.9485539645707171,
      "exist_mcc": 0.9629329852708498,
      "exist_auroc": 0.9988014698028564,
      "exist_f1": 0.9706658388949246,
      "exist_P": 0.9690114657576696,
      "exist_R": 0.9723258706467661,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999226571908638
    },
    "lr": 6.887426382145201e-05,
    "arch": "gat"
  },
  {
    "epoch": 83,
    "train": {
      "gate_loss": 0.009558067112550556,
      "exist_loss": 0.006289324841051056,
      "type_loss": 0.00011209859686639174,
      "loss": 0.015959490550468,
      "gate_mcc": 0.9876252344404771,
      "gate_f1": 0.9958530081861762,
      "exist_mcc": 0.9715171801089905,
      "exist_auroc": 0.9994745850563049,
      "exist_f1": 0.9774519996566294,
      "exist_P": 0.9744499172736436,
      "exist_R": 0.9804726368159205,
      "type_acc": 0.9999617298124761,
      "type_trueprob": 0.999956574350584
    },
    "val": {
      "gate_loss": 0.08105094380629575,
      "exist_loss": 0.010644123273682934,
      "type_loss": 0.00046967578580797215,
      "loss": 0.09216474286578666,
      "gate_mcc": 0.9352116755168975,
      "gate_f1": 0.9497111790689773,
      "exist_mcc": 0.9629996816430962,
      "exist_auroc": 0.9988071918487549,
      "exist_f1": 0.970721681467406,
      "exist_P": 0.9685057649152673,
      "exist_R": 0.9729477611940298,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999264626953732
    },
    "lr": 6.811179542266465e-05,
    "arch": "gat"
  },
  {
    "epoch": 84,
    "train": {
      "gate_loss": 0.009687907242805048,
      "exist_loss": 0.0067842388010065265,
      "type_loss": 0.0026154604744856283,
      "loss": 0.0190876065182972,
      "gate_mcc": 0.9874700745206485,
      "gate_f1": 0.9958033917792469,
      "exist_mcc": 0.9694869799325684,
      "exist_auroc": 0.9993812441825867,
      "exist_f1": 0.9758458252279056,
      "exist_P": 0.9726182329683698,
      "exist_R": 0.9790949100650593,
      "type_acc": 0.9998660543436663,
      "type_trueprob": 0.9998515930934925
    },
    "val": {
      "gate_loss": 0.08142160175097439,
      "exist_loss": 0.010605985181787648,
      "type_loss": 0.0007773486640259246,
      "loss": 0.09280493559678797,
      "gate_mcc": 0.9346336451581824,
      "gate_f1": 0.9492503536067893,
      "exist_mcc": 0.9618258397136672,
      "exist_auroc": 0.9987866878509521,
      "exist_f1": 0.9697933227344993,
      "exist_P": 0.9675048355899419,
      "exist_R": 0.9720926616915423,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999179851949511
    },
    "lr": 6.73445121348614e-05,
    "arch": "gat"
  },
  {
    "epoch": 85,
    "train": {
      "gate_loss": 0.008587158374480213,
      "exist_loss": 0.006222739255089216,
      "type_loss": 6.30133306293398e-06,
      "loss": 0.014816198962632364,
      "gate_mcc": 0.9885433125943232,
      "gate_f1": 0.9961628007243253,
      "exist_mcc": 0.9715464499702818,
      "exist_auroc": 0.9994836449623108,
      "exist_f1": 0.9774750928800691,
      "exist_P": 0.9745052729676015,
      "exist_R": 0.9804630692690394,
      "type_acc": 1.0,
      "type_trueprob": 0.9999964034105688
    },
    "val": {
      "gate_loss": 0.08352752533534531,
      "exist_loss": 0.010542533067371726,
      "type_loss": 0.0009740646098063305,
      "loss": 0.09504412301252337,
      "gate_mcc": 0.9336446036947322,
      "gate_f1": 0.9484815924899621,
      "exist_mcc": 0.9630310523133776,
      "exist_auroc": 0.9988206624984741,
      "exist_f1": 0.9707434424957319,
      "exist_P": 0.9690889370932755,
      "exist_R": 0.9724036069651741,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999127239730228
    },
    "lr": 6.657262372563192e-05,
    "arch": "gat"
  },
  {
    "epoch": 86,
    "train": {
      "gate_loss": 0.008847936693513438,
      "exist_loss": 0.0060375672906843505,
      "type_loss": 2.926014009481375e-06,
      "loss": 0.01488842999820727,
      "gate_mcc": 0.9885611719785917,
      "gate_f1": 0.996170509329444,
      "exist_mcc": 0.9730135250172264,
      "exist_auroc": 0.999512791633606,
      "exist_f1": 0.9786359235109777,
      "exist_P": 0.9757921069903264,
      "exist_R": 0.9814963643321852,
      "type_acc": 1.0,
      "type_trueprob": 0.9999979818455798
    },
    "val": {
      "gate_loss": 0.0819428941875402,
      "exist_loss": 0.010591251731971611,
      "type_loss": 0.0007925597636983763,
      "loss": 0.09332670568321019,
      "gate_mcc": 0.9339869443797412,
      "gate_f1": 0.9487498585812876,
      "exist_mcc": 0.9627050359740892,
      "exist_auroc": 0.998818039894104,
      "exist_f1": 0.9704785581106278,
      "exist_P": 0.9698757763975155,
      "exist_R": 0.9710820895522388,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999210250318347
    },
    "lr": 6.579634122155998e-05,
    "arch": "gat"
  },
  {
    "epoch": 87,
    "train": {
      "gate_loss": 0.008533516644095874,
      "exist_loss": 0.0059105517017646785,
      "type_loss": 2.960149347662344e-06,
      "loss": 0.014447028495208215,
      "gate_mcc": 0.9888803674104153,
      "gate_f1": 0.9962787356321839,
      "exist_mcc": 0.9727212014121653,
      "exist_auroc": 0.9995366334915161,
      "exist_f1": 0.9784042933810376,
      "exist_P": 0.9756814613957471,
      "exist_R": 0.981142365097589,
      "type_acc": 1.0,
      "type_trueprob": 0.9999984659456996
    },
    "val": {
      "gate_loss": 0.083266963567329,
      "exist_loss": 0.010681007758122219,
      "type_loss": 0.0005068328536263925,
      "loss": 0.09445480417907762,
      "gate_mcc": 0.9329095349127658,
      "gate_f1": 0.9479160775886444,
      "exist_mcc": 0.9634164720928307,
      "exist_auroc": 0.9988213777542114,
      "exist_f1": 0.9710471163548862,
      "exist_P": 0.9696171136257945,
      "exist_R": 0.972481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999264383790505
    },
    "lr": 6.50158768505311e-05,
    "arch": "gat"
  },
  {
    "epoch": 88,
    "train": {
      "gate_loss": 0.008597910950046537,
      "exist_loss": 0.005898607379717712,
      "type_loss": 2.2541227615536407e-06,
      "loss": 0.014498772452525802,
      "gate_mcc": 0.9887337873960861,
      "gate_f1": 0.9962278792059147,
      "exist_mcc": 0.9733041922368633,
      "exist_auroc": 0.9995379447937012,
      "exist_f1": 0.9788660850984676,
      "exist_P": 0.9759660652634983,
      "exist_R": 0.9817833907386146,
      "type_acc": 1.0,
      "type_trueprob": 0.9999989632578403
    },
    "val": {
      "gate_loss": 0.08354465371765392,
      "exist_loss": 0.010645244173491915,
      "type_loss": 0.0005990542598659788,
      "loss": 0.09478895215101181,
      "gate_mcc": 0.9338526391477323,
      "gate_f1": 0.9486295563718564,
      "exist_mcc": 0.9629671192247288,
      "exist_auroc": 0.9988356828689575,
      "exist_f1": 0.9706898559726698,
      "exist_P": 0.9695230709577356,
      "exist_R": 0.9718594527363185,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999238546214887
    },
    "lr": 6.42314439837114e-05,
    "arch": "gat"
  },
  {
    "epoch": 89,
    "train": {
      "gate_loss": 0.009055910353269506,
      "exist_loss": 0.005827587322053216,
      "type_loss": 2.54755570625647e-06,
      "loss": 0.014886045231028978,
      "gate_mcc": 0.9882871295171671,
      "gate_f1": 0.9960763459714278,
      "exist_mcc": 0.9733391480676484,
      "exist_auroc": 0.999548077583313,
      "exist_f1": 0.9788931297709924,
      "exist_P": 0.976284735439665,
      "exist_R": 0.9815154994259472,
      "type_acc": 1.0,
      "type_trueprob": 0.9999983425848429
    },
    "val": {
      "gate_loss": 0.08100513072372793,
      "exist_loss": 0.01075149409166582,
      "type_loss": 0.00034215512512421434,
      "loss": 0.09209877994051796,
      "gate_mcc": 0.9350062685587472,
      "gate_f1": 0.9495360941389454,
      "exist_mcc": 0.9637586417145739,
      "exist_auroc": 0.9988269209861755,
      "exist_f1": 0.971317679021929,
      "exist_P": 0.9699248120300752,
      "exist_R": 0.972714552238806,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999330372952703
    },
    "lr": 6.344325707721415e-05,
    "arch": "gat"
  },
  {
    "epoch": 90,
    "train": {
      "gate_loss": 0.008067246863940416,
      "exist_loss": 0.005753336450691302,
      "type_loss": 2.0057957900005833e-06,
      "loss": 0.013822589110421718,
      "gate_mcc": 0.9898244305362874,
      "gate_f1": 0.9965950232745244,
      "exist_mcc": 0.9739054714011941,
      "exist_auroc": 0.999558687210083,
      "exist_f1": 0.9793407558353178,
      "exist_P": 0.9769955152680841,
      "exist_R": 0.9816972828166858,
      "type_acc": 1.0,
      "type_trueprob": 0.9999990793922328
    },
    "val": {
      "gate_loss": 0.08316878412513959,
      "exist_loss": 0.010805869506449448,
      "type_loss": 0.00032241102317701704,
      "loss": 0.09429706465476605,
      "gate_mcc": 0.933928534700296,
      "gate_f1": 0.9487019964934108,
      "exist_mcc": 0.963010548455266,
      "exist_auroc": 0.9988216757774353,
      "exist_f1": 0.9707229944862935,
      "exist_P": 0.969743987587277,
      "exist_R": 0.9717039800995025,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999351451052955
    },
    "lr": 6.265153161346964e-05,
    "arch": "gat"
  },
  {
    "epoch": 91,
    "train": {
      "gate_loss": 0.008324139340909998,
      "exist_loss": 0.0056417231629684985,
      "type_loss": 2.3442770767376403e-06,
      "loss": 0.013968206780955235,
      "gate_mcc": 0.988755457701527,
      "gate_f1": 0.9962350371466755,
      "exist_mcc": 0.9742700362686788,
      "exist_auroc": 0.9995755553245544,
      "exist_f1": 0.9796296207931516,
      "exist_P": 0.9771630382012204,
      "exist_R": 0.982108687332568,
      "type_acc": 1.0,
      "type_trueprob": 0.9999986010586855
    },
    "val": {
      "gate_loss": 0.08456600899794156,
      "exist_loss": 0.010842802902773984,
      "type_loss": 0.00019716023925697438,
      "loss": 0.09560597213997252,
      "gate_mcc": 0.9332854245881306,
      "gate_f1": 0.948189163229561,
      "exist_mcc": 0.9631291193559053,
      "exist_auroc": 0.9988285303115845,
      "exist_f1": 0.9708210460965389,
      "exist_P": 0.9691664084288814,
      "exist_R": 0.972481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999492583583244
    },
    "lr": 6.185648404231429e-05,
    "arch": "gat"
  },
  {
    "epoch": 92,
    "train": {
      "gate_loss": 0.0076304297824950715,
      "exist_loss": 0.005731131436797878,
      "type_loss": 7.979407488700028e-05,
      "loss": 0.01344135529417995,
      "gate_mcc": 0.9905146744847305,
      "gate_f1": 0.9968245301454107,
      "exist_mcc": 0.9743562367906611,
      "exist_auroc": 0.9995652437210083,
      "exist_f1": 0.979697418030831,
      "exist_P": 0.977411675078564,
      "exist_R": 0.9819938767699962,
      "type_acc": 1.0,
      "type_trueprob": 0.9999853558253841
    },
    "val": {
      "gate_loss": 0.08759078029639737,
      "exist_loss": 0.010996069759483262,
      "type_loss": 3.728124796317416e-05,
      "loss": 0.09862413130384381,
      "gate_mcc": 0.9329232815346077,
      "gate_f1": 0.947909604519774,
      "exist_mcc": 0.9622705970219484,
      "exist_auroc": 0.9987988471984863,
      "exist_f1": 0.9701457816377171,
      "exist_P": 0.9677444306930693,
      "exist_R": 0.9725590796019901,
      "type_acc": 1.0,
      "type_trueprob": 0.9999823264814728
    },
    "lr": 6.105833172181557e-05,
    "arch": "gat"
  },
  {
    "epoch": 93,
    "train": {
      "gate_loss": 0.00766871767861563,
      "exist_loss": 0.005583205939815007,
      "type_loss": 2.7294165045177534e-06,
      "loss": 0.013254653034935155,
      "gate_mcc": 0.9898711620211457,
      "gate_f1": 0.9966088543387985,
      "exist_mcc": 0.9746992137845397,
      "exist_auroc": 0.9995866417884827,
      "exist_f1": 0.9799699477663557,
      "exist_P": 0.9771964039385435,
      "exist_R": 0.9827592805204746,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981778360535
    },
    "val": {
      "gate_loss": 0.08867194937446331,
      "exist_loss": 0.01105007016388778,
      "type_loss": 0.0003676265187175782,
      "loss": 0.10008964605706866,
      "gate_mcc": 0.9332897854665636,
      "gate_f1": 0.9481765834932822,
      "exist_mcc": 0.9639002076536878,
      "exist_auroc": 0.9988057613372803,
      "exist_f1": 0.9714285714285713,
      "exist_P": 0.9702233250620348,
      "exist_R": 0.972636815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999288750525138
    },
    "lr": 6.0257292858848353e-05,
    "arch": "gat"
  },
  {
    "epoch": 94,
    "train": {
      "gate_loss": 0.0071836242697014465,
      "exist_loss": 0.005503059802631389,
      "type_loss": 3.602317017279985e-06,
      "loss": 0.012690286389350115,
      "gate_mcc": 0.990576984800356,
      "gate_f1": 0.996846377644481,
      "exist_mcc": 0.9751736532705543,
      "exist_auroc": 0.9995985627174377,
      "exist_f1": 0.9803448127770646,
      "exist_P": 0.9779042868158754,
      "exist_R": 0.9827975507079985,
      "type_acc": 1.0,
      "type_trueprob": 0.9999983449206697
    },
    "val": {
      "gate_loss": 0.0904406093779026,
      "exist_loss": 0.010981165084506255,
      "type_loss": 0.0002618181096021774,
      "loss": 0.10168359257201103,
      "gate_mcc": 0.9325977160470076,
      "gate_f1": 0.9476357070308091,
      "exist_mcc": 0.9634074667726334,
      "exist_auroc": 0.9988201856613159,
      "exist_f1": 0.9710381240779564,
      "exist_P": 0.9699084845664651,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999371814490551
    },
    "lr": 5.945358644943952e-05,
    "arch": "gat"
  },
  {
    "epoch": 95,
    "train": {
      "gate_loss": 0.007898086611132366,
      "exist_loss": 0.005464477227118276,
      "type_loss": 7.806902318061428e-06,
      "loss": 0.013370370740568703,
      "gate_mcc": 0.9897584872202921,
      "gate_f1": 0.996573694304575,
      "exist_mcc": 0.9753236282532194,
      "exist_auroc": 0.999603271484375,
      "exist_f1": 0.9804634560690222,
      "exist_P": 0.978055142998591,
      "exist_R": 0.9828836586299273,
      "type_acc": 1.0,
      "type_trueprob": 0.9999949735195482
    },
    "val": {
      "gate_loss": 0.08704172217260601,
      "exist_loss": 0.01114895723133829,
      "type_loss": 0.00032217317730131624,
      "loss": 0.09851285258124562,
      "gate_mcc": 0.9341824672456471,
      "gate_f1": 0.9489051094890509,
      "exist_mcc": 0.9636605550984034,
      "exist_auroc": 0.9988046884536743,
      "exist_f1": 0.9712400543372793,
      "exist_P": 0.9698472986590186,
      "exist_R": 0.972636815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999313760382026
    },
    "lr": 5.864743221889641e-05,
    "arch": "gat"
  },
  {
    "epoch": 96,
    "train": {
      "gate_loss": 0.007324484713718636,
      "exist_loss": 0.005411774780686159,
      "type_loss": 3.6441427879518053e-06,
      "loss": 0.012739903637192747,
      "gate_mcc": 0.9901052658574802,
      "gate_f1": 0.9966881945990991,
      "exist_mcc": 0.97513919188962,
      "exist_auroc": 0.999613881111145,
      "exist_f1": 0.9803171027386145,
      "exist_P": 0.9780670844364869,
      "exist_R": 0.982577497129736,
      "type_acc": 1.0,
      "type_trueprob": 0.9999982986420998
    },
    "val": {
      "gate_loss": 0.09096583801573485,
      "exist_loss": 0.011194787870786403,
      "type_loss": 0.0003062813325855671,
      "loss": 0.10246690721910681,
      "gate_mcc": 0.9318213744089122,
      "gate_f1": 0.9470475330247262,
      "exist_mcc": 0.9636650747522789,
      "exist_auroc": 0.9988067150115967,
      "exist_f1": 0.9712445186076294,
      "exist_P": 0.9697016660209221,
      "exist_R": 0.9727922885572139,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999361719880531
    },
    "lr": 5.7839050561736255e-05,
    "arch": "gat"
  },
  {
    "epoch": 97,
    "train": {
      "gate_loss": 0.007419121644524572,
      "exist_loss": 0.005318371915336112,
      "type_loss": 2.498748403101321e-06,
      "loss": 0.012739992308263786,
      "gate_mcc": 0.9905500969930614,
      "gate_f1": 0.9968399885090491,
      "exist_mcc": 0.9761805574967188,
      "exist_auroc": 0.9996249079704285,
      "exist_f1": 0.9811412615450704,
      "exist_P": 0.97896842406058,
      "exist_R": 0.9833237657864523,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987465369031
    },
    "val": {
      "gate_loss": 0.08981513806650852,
      "exist_loss": 0.011260486348850669,
      "type_loss": 0.0004980183708891701,
      "loss": 0.10157364278624836,
      "gate_mcc": 0.9318062994946881,
      "gate_f1": 0.9470239774330043,
      "exist_mcc": 0.9631086658691339,
      "exist_auroc": 0.9987945556640625,
      "exist_f1": 0.9708006523258523,
      "exist_P": 0.969821567106284,
      "exist_R": 0.9717817164179104,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999270794811237
    },
    "lr": 5.7028662481432495e-05,
    "arch": "gat"
  },
  {
    "epoch": 98,
    "train": {
      "gate_loss": 0.006988469503779611,
      "exist_loss": 0.005277041018532204,
      "type_loss": 5.176817665041506e-06,
      "loss": 0.012270687339976856,
      "gate_mcc": 0.9905763400574371,
      "gate_f1": 0.9968464682599544,
      "exist_mcc": 0.9763489365322994,
      "exist_auroc": 0.9996315240859985,
      "exist_f1": 0.9812755523115748,
      "exist_P": 0.9785725839446617,
      "exist_R": 0.983993494068121,
      "type_acc": 1.0,
      "type_trueprob": 0.9999964460394093
    },
    "val": {
      "gate_loss": 0.09240335247548219,
      "exist_loss": 0.01128860526059405,
      "type_loss": 0.0005717485900430879,
      "loss": 0.10426370632611934,
      "gate_mcc": 0.9316235947523108,
      "gate_f1": 0.946875704940221,
      "exist_mcc": 0.9636081414630898,
      "exist_auroc": 0.9988039135932922,
      "exist_f1": 0.9711978883627047,
      "exist_P": 0.9699178167157699,
      "exist_R": 0.972481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999254538274523
    },
    "lr": 5.6216489529994596e-05,
    "arch": "gat"
  },
  {
    "epoch": 99,
    "train": {
      "gate_loss": 0.006523833160635984,
      "exist_loss": 0.0051060452811554115,
      "type_loss": 3.3558749049801174e-06,
      "loss": 0.011633234316696375,
      "gate_mcc": 0.9914744180319152,
      "gate_f1": 0.9971487873368812,
      "exist_mcc": 0.976699506871415,
      "exist_auroc": 0.9996551275253296,
      "exist_f1": 0.9815521051601601,
      "exist_P": 0.979359742449209,
      "exist_R": 0.9837543053960964,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981841135883
    },
    "val": {
      "gate_loss": 0.09193512588306116,
      "exist_loss": 0.011452223785767488,
      "type_loss": 0.0005758966372619776,
      "loss": 0.10396324630609062,
      "gate_mcc": 0.9340508726490043,
      "gate_f1": 0.9487715334651228,
      "exist_mcc": 0.9638178670595757,
      "exist_auroc": 0.9988060593605042,
      "exist_f1": 0.9713664933654069,
      "exist_P": 0.9696359411309062,
      "exist_R": 0.9731032338308457,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999245917841569
    },
    "lr": 5.5402753747397975e-05,
    "arch": "gat"
  },
  {
    "epoch": 100,
    "train": {
      "gate_loss": 0.006718243254246702,
      "exist_loss": 0.005211213051845876,
      "type_loss": 2.6048333983848776e-06,
      "loss": 0.011932061139490963,
      "gate_mcc": 0.9917534068149176,
      "gate_f1": 0.9972422114017322,
      "exist_mcc": 0.9766000771372417,
      "exist_auroc": 0.9996383786201477,
      "exist_f1": 0.9814730832207524,
      "exist_P": 0.9794205356377252,
      "exist_R": 0.9835342518178339,
      "type_acc": 1.0,
      "type_trueprob": 0.9999985864597676
    },
    "val": {
      "gate_loss": 0.09301001833082224,
      "exist_loss": 0.011454270078764253,
      "type_loss": 0.00059512194254865,
      "loss": 0.10505941035213515,
      "gate_mcc": 0.9346796093945043,
      "gate_f1": 0.9492463162648902,
      "exist_mcc": 0.9636014615607373,
      "exist_auroc": 0.9987940192222595,
      "exist_f1": 0.971191178754465,
      "exist_P": 0.9701365187713311,
      "exist_R": 0.9722481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999924648719937
    },
    "lr": 5.458767760088053e-05,
    "arch": "gat"
  },
  {
    "epoch": 101,
    "train": {
      "gate_loss": 0.007109102795131071,
      "exist_loss": 0.005047975637840936,
      "type_loss": 1.760947055971832e-06,
      "loss": 0.012158839380027979,
      "gate_mcc": 0.9904448919116042,
      "gate_f1": 0.9968037349613935,
      "exist_mcc": 0.9770466292447129,
      "exist_auroc": 0.9996626973152161,
      "exist_f1": 0.9818272057419921,
      "exist_P": 0.9794713589274833,
      "exist_R": 0.9841944125526215,
      "type_acc": 1.0,
      "type_trueprob": 0.9999990013610163
    },
    "val": {
      "gate_loss": 0.09036425828727171,
      "exist_loss": 0.011460066428146063,
      "type_loss": 0.0008174582255594931,
      "loss": 0.10264178294097727,
      "gate_mcc": 0.9354673136757609,
      "gate_f1": 0.9498868778280544,
      "exist_mcc": 0.9638088073678363,
      "exist_auroc": 0.9988062977790833,
      "exist_f1": 0.9713576030427695,
      "exist_P": 0.9699271430785925,
      "exist_R": 0.9727922885572139,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999922375440301
    },
    "lr": 5.377148392412219e-05,
    "arch": "gat"
  },
  {
    "epoch": 102,
    "train": {
      "gate_loss": 0.006619978019865991,
      "exist_loss": 0.005062832587572405,
      "type_loss": 3.3702048220335025e-06,
      "loss": 0.01168618081226043,
      "gate_mcc": 0.9915365843971847,
      "gate_f1": 0.9971706784626875,
      "exist_mcc": 0.9777582299814436,
      "exist_auroc": 0.9996604323387146,
      "exist_f1": 0.9823905013696276,
      "exist_P": 0.9800239940586141,
      "exist_R": 0.9847684653654802,
      "type_acc": 1.0,
      "type_trueprob": 0.9999984811285744
    },
    "val": {
      "gate_loss": 0.09125106688387456,
      "exist_loss": 0.011509911090566715,
      "type_loss": 0.0007407735646274557,
      "loss": 0.10350175153906874,
      "gate_mcc": 0.9338047951507465,
      "gate_f1": 0.9485875706214689,
      "exist_mcc": 0.9642817631044229,
      "exist_auroc": 0.9988096952438354,
      "exist_f1": 0.9717281553398058,
      "exist_P": 0.970898649697346,
      "exist_R": 0.9725590796019901,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999230385049066
    },
    "lr": 5.295439585632458e-05,
    "arch": "gat"
  },
  {
    "epoch": 103,
    "train": {
      "gate_loss": 0.0062150468428430845,
      "exist_loss": 0.005008498268745539,
      "type_loss": 2.4234491977917247e-06,
      "loss": 0.011225968560786415,
      "gate_mcc": 0.9916025447122473,
      "gate_f1": 0.9971919997127365,
      "exist_mcc": 0.9770025548700699,
      "exist_auroc": 0.999668300151825,
      "exist_f1": 0.9817921489082447,
      "exist_P": 0.9795247845340698,
      "exist_R": 0.9840700344431688,
      "type_acc": 1.0,
      "type_trueprob": 0.999998613613755
    },
    "val": {
      "gate_loss": 0.09503132492320931,
      "exist_loss": 0.011528215137700961,
      "type_loss": 0.0010325816178078536,
      "loss": 0.10759212167871812,
      "gate_mcc": 0.9331273205363517,
      "gate_f1": 0.9480394922425952,
      "exist_mcc": 0.96383909938443,
      "exist_auroc": 0.9988204836845398,
      "exist_f1": 0.9713775292244359,
      "exist_P": 0.9705859526581296,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999214428203616
    },
    "lr": 5.213663678120683e-05,
    "arch": "gat"
  },
  {
    "epoch": 104,
    "train": {
      "gate_loss": 0.006525243193908508,
      "exist_loss": 0.004987479899970411,
      "type_loss": 3.7207861706386053e-06,
      "loss": 0.011516443880049559,
      "gate_mcc": 0.9918802463610076,
      "gate_f1": 0.9972856137528903,
      "exist_mcc": 0.9774657888751779,
      "exist_auroc": 0.9996709823608398,
      "exist_f1": 0.9821581181278677,
      "exist_P": 0.980234630376152,
      "exist_R": 0.9840891695369307,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987709170961
    },
    "val": {
      "gate_loss": 0.09566687160596185,
      "exist_loss": 0.011740818748055215,
      "type_loss": 0.0009626746446966634,
      "loss": 0.10837036499871373,
      "gate_mcc": 0.9327366118124147,
      "gate_f1": 0.9477124183006537,
      "exist_mcc": 0.9634465736698368,
      "exist_auroc": 0.998796284198761,
      "exist_f1": 0.9710668375470892,
      "exist_P": 0.9702755141637563,
      "exist_R": 0.9718594527363185,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999218241900057
    },
    "lr": 5.1318430265934805e-05,
    "arch": "gat"
  },
  {
    "epoch": 105,
    "train": {
      "gate_loss": 0.006535139786801664,
      "exist_loss": 0.004843617345171782,
      "type_loss": 2.118758245672104e-06,
      "loss": 0.011380875890219118,
      "gate_mcc": 0.9916225644747415,
      "gate_f1": 0.9971994025392084,
      "exist_mcc": 0.9782724010692417,
      "exist_auroc": 0.999690592288971,
      "exist_f1": 0.9827971360381862,
      "exist_P": 0.9806439321775576,
      "exist_R": 0.9849598163030999,
      "type_acc": 1.0,
      "type_trueprob": 0.9999988136189312
    },
    "val": {
      "gate_loss": 0.0901001611364546,
      "exist_loss": 0.011555125679768439,
      "type_loss": 0.0008386995202168438,
      "loss": 0.10249398633643987,
      "gate_mcc": 0.9347067589561412,
      "gate_f1": 0.9492769995481247,
      "exist_mcc": 0.9638612256100056,
      "exist_auroc": 0.9988299012184143,
      "exist_f1": 0.9713997438783033,
      "exist_P": 0.9698566447113521,
      "exist_R": 0.9729477611940298,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219663997194
    },
    "lr": 5.050000000000006e-05,
    "arch": "gat"
  },
  {
    "epoch": 106,
    "train": {
      "gate_loss": 0.006176460760542362,
      "exist_loss": 0.004784800857989004,
      "type_loss": 6.163959221101898e-06,
      "loss": 0.010967425577752467,
      "gate_mcc": 0.991988368452935,
      "gate_f1": 0.9973214221596661,
      "exist_mcc": 0.9783477516623404,
      "exist_auroc": 0.9996978044509888,
      "exist_f1": 0.9828564881341691,
      "exist_P": 0.9808570040115487,
      "exist_R": 0.9848641408342901,
      "type_acc": 1.0,
      "type_trueprob": 0.9999957517148707
    },
    "val": {
      "gate_loss": 0.09272234170653686,
      "exist_loss": 0.011702416384768823,
      "type_loss": 0.0013060591474076135,
      "loss": 0.10573081723871329,
      "gate_mcc": 0.9337881430100052,
      "gate_f1": 0.9485630399186946,
      "exist_mcc": 0.9642732480059937,
      "exist_auroc": 0.9988129138946533,
      "exist_f1": 0.971719369124388,
      "exist_P": 0.971191178754465,
      "exist_R": 0.9722481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999210769078921
    },
    "lr": 4.968156973406531e-05,
    "arch": "gat"
  },
  {
    "epoch": 107,
    "train": {
      "gate_loss": 0.005741722070056555,
      "exist_loss": 0.00477688933221389,
      "type_loss": 3.7273924482105527e-06,
      "loss": 0.010522338794718656,
      "gate_mcc": 0.9922664145642804,
      "gate_f1": 0.997414981617647,
      "exist_mcc": 0.9779922297994571,
      "exist_auroc": 0.9996984601020813,
      "exist_f1": 0.9825750704158113,
      "exist_P": 0.9805621724630776,
      "exist_R": 0.9845962495216226,
      "type_acc": 1.0,
      "type_trueprob": 0.999998117761506
    },
    "val": {
      "gate_loss": 0.09617923923097486,
      "exist_loss": 0.011909546489634599,
      "type_loss": 0.0012441771240134173,
      "loss": 0.10933296284462289,
      "gate_mcc": 0.9345907047147182,
      "gate_f1": 0.9491812535290797,
      "exist_mcc": 0.9647159716544025,
      "exist_auroc": 0.9988052248954773,
      "exist_f1": 0.9720700773025678,
      "exist_P": 0.9715039987576676,
      "exist_R": 0.972636815920398,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999204358058189
    },
    "lr": 4.886336321879331e-05,
    "arch": "gat"
  },
  {
    "epoch": 108,
    "train": {
      "gate_loss": 0.005755338092654878,
      "exist_loss": 0.0047271666221535055,
      "type_loss": 2.311384592656208e-06,
      "loss": 0.010484816099401039,
      "gate_mcc": 0.9922676697362761,
      "gate_f1": 0.9974147959843165,
      "exist_mcc": 0.9786874546432276,
      "exist_auroc": 0.9997033476829529,
      "exist_f1": 0.9831256056403915,
      "exist_P": 0.981022968685993,
      "exist_R": 0.9852372751626483,
      "type_acc": 1.0,
      "type_trueprob": 0.9999991570584764
    },
    "val": {
      "gate_loss": 0.09492021012992162,
      "exist_loss": 0.011963040860233318,
      "type_loss": 0.0012181495861316228,
      "loss": 0.10810140057628656,
      "gate_mcc": 0.9343241311975227,
      "gate_f1": 0.9489859329981357,
      "exist_mcc": 0.9637976851821912,
      "exist_auroc": 0.9988002777099609,
      "exist_f1": 0.9713464823730392,
      "exist_P": 0.9702916537387527,
      "exist_R": 0.9724036069651741,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999190156732626
    },
    "lr": 4.8045604143675555e-05,
    "arch": "gat"
  },
  {
    "epoch": 109,
    "train": {
      "gate_loss": 0.005871258953287101,
      "exist_loss": 0.004653481616186424,
      "type_loss": 2.404017842610161e-06,
      "loss": 0.010527144587316135,
      "gate_mcc": 0.9922887835718024,
      "gate_f1": 0.9974220326446784,
      "exist_mcc": 0.9787025616209478,
      "exist_auroc": 0.9997143745422363,
      "exist_f1": 0.9831372698800703,
      "exist_P": 0.9811885339635588,
      "exist_R": 0.9850937619594337,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987385804928
    },
    "val": {
      "gate_loss": 0.09940524710515687,
      "exist_loss": 0.01191245184648409,
      "type_loss": 0.0013984297275849915,
      "loss": 0.11271612867922595,
      "gate_mcc": 0.9316312753376068,
      "gate_f1": 0.9468642587479573,
      "exist_mcc": 0.9643405669504914,
      "exist_auroc": 0.9988119602203369,
      "exist_f1": 0.971776854691564,
      "exist_P": 0.9706087630864676,
      "exist_R": 0.9729477611940298,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999175934649226
    },
    "lr": 4.7228516075877924e-05,
    "arch": "gat"
  },
  {
    "epoch": 110,
    "train": {
      "gate_loss": 0.005314512267940574,
      "exist_loss": 0.00465939577407295,
      "type_loss": 4.516844460253505e-06,
      "loss": 0.009978424886473778,
      "gate_mcc": 0.9930382336796005,
      "gate_f1": 0.9976737841214228,
      "exist_mcc": 0.9785808663033558,
      "exist_auroc": 0.9997131824493408,
      "exist_f1": 0.983040812818701,
      "exist_P": 0.98114825969273,
      "exist_R": 0.984940681209338,
      "type_acc": 1.0,
      "type_trueprob": 0.999998532808744
    },
    "val": {
      "gate_loss": 0.10237263017330041,
      "exist_loss": 0.011885654064641593,
      "type_loss": 0.0012085736353608723,
      "loss": 0.11546685787330287,
      "gate_mcc": 0.9311234282534605,
      "gate_f1": 0.9464728420103674,
      "exist_mcc": 0.964519675135482,
      "exist_auroc": 0.9988176226615906,
      "exist_f1": 0.971914695256963,
      "exist_P": 0.9713487071977638,
      "exist_R": 0.972481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999205929166939
    },
    "lr": 4.641232239911961e-05,
    "arch": "gat"
  },
  {
    "epoch": 111,
    "train": {
      "gate_loss": 0.005647435792396421,
      "exist_loss": 0.004612784871868176,
      "type_loss": 2.0663212161286566e-06,
      "loss": 0.010262286985480725,
      "gate_mcc": 0.9927600011398328,
      "gate_f1": 0.9975802571964012,
      "exist_mcc": 0.9788801199208637,
      "exist_auroc": 0.9997186660766602,
      "exist_f1": 0.9832774642103354,
      "exist_P": 0.9815058437720452,
      "exist_R": 0.9850554917719097,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987183609914
    },
    "val": {
      "gate_loss": 0.09895510625679743,
      "exist_loss": 0.01197448436186372,
      "type_loss": 0.0009546983806410075,
      "loss": 0.11188428899930215,
      "gate_mcc": 0.9329594392283969,
      "gate_f1": 0.9479149032221658,
      "exist_mcc": 0.9646742776040235,
      "exist_auroc": 0.9988080263137817,
      "exist_f1": 0.9720388349514564,
      "exist_P": 0.9712090641005743,
      "exist_R": 0.9728700248756219,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999204132316718
    },
    "lr": 4.559724625260215e-05,
    "arch": "gat"
  },
  {
    "epoch": 112,
    "train": {
      "gate_loss": 0.005993342100211975,
      "exist_loss": 0.004500445804037492,
      "type_loss": 1.8545528667443468e-06,
      "loss": 0.01049564245711621,
      "gate_mcc": 0.9917937513963849,
      "gate_f1": 0.997256968878804,
      "exist_mcc": 0.9797325295620003,
      "exist_auroc": 0.9997327327728271,
      "exist_f1": 0.9839525212350972,
      "exist_P": 0.982072225769865,
      "exist_R": 0.98584003061615,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987855160141
    },
    "val": {
      "gate_loss": 0.10012702390057333,
      "exist_loss": 0.012101862863652613,
      "type_loss": 0.0011984082818233242,
      "loss": 0.11342729504604927,
      "gate_mcc": 0.9329869514051842,
      "gate_f1": 0.9479143179255919,
      "exist_mcc": 0.9646220326346008,
      "exist_auroc": 0.9988059997558594,
      "exist_f1": 0.9719967374839787,
      "exist_P": 0.9712799813707987,
      "exist_R": 0.972714552238806,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999187532349012
    },
    "lr": 4.478351047000555e-05,
    "arch": "gat"
  },
  {
    "epoch": 113,
    "train": {
      "gate_loss": 0.005950610388436714,
      "exist_loss": 0.0045397266695398715,
      "type_loss": 1.0213419818006354e-06,
      "loss": 0.010491358399958385,
      "gate_mcc": 0.9920972929922427,
      "gate_f1": 0.9973571192599935,
      "exist_mcc": 0.9789656149022078,
      "exist_auroc": 0.9997268319129944,
      "exist_f1": 0.9833452704961084,
      "exist_P": 0.9815174911829186,
      "exist_R": 0.9851798698813624,
      "type_acc": 1.0,
      "type_trueprob": 0.9999994711541965
    },
    "val": {
      "gate_loss": 0.09831213436940994,
      "exist_loss": 0.012233026654474592,
      "type_loss": 0.001122090708723707,
      "loss": 0.11166725173260825,
      "gate_mcc": 0.9331273205363517,
      "gate_f1": 0.9480394922425952,
      "exist_mcc": 0.9640142506014804,
      "exist_auroc": 0.9988013505935669,
      "exist_f1": 0.9715107466283183,
      "exist_P": 0.97147298872911,
      "exist_R": 0.9715485074626866,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999194999239338
    },
    "lr": 4.397133751856764e-05,
    "arch": "gat"
  },
  {
    "epoch": 114,
    "train": {
      "gate_loss": 0.005063551858461013,
      "exist_loss": 0.0044091243557275945,
      "type_loss": 1.2687505082406438e-06,
      "loss": 0.009473944964696848,
      "gate_mcc": 0.9935756028845117,
      "gate_f1": 0.9978532915000394,
      "exist_mcc": 0.98038505510139,
      "exist_auroc": 0.9997437000274658,
      "exist_f1": 0.9844692177317323,
      "exist_P": 0.9825225139371992,
      "exist_R": 0.9864236509758898,
      "type_acc": 1.0,
      "type_trueprob": 0.9999993960427636
    },
    "val": {
      "gate_loss": 0.09962198557151382,
      "exist_loss": 0.01228231434352136,
      "type_loss": 0.0009694419665906845,
      "loss": 0.11287374188162586,
      "gate_mcc": 0.9329869514051842,
      "gate_f1": 0.9479143179255919,
      "exist_mcc": 0.9652967085347566,
      "exist_auroc": 0.9988032579421997,
      "exist_f1": 0.9725276860306974,
      "exist_P": 0.9722632274104576,
      "exist_R": 0.9727922885572139,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999185189678894
    },
    "lr": 4.316094943826386e-05,
    "arch": "gat"
  },
  {
    "epoch": 115,
    "train": {
      "gate_loss": 0.0050216616765638355,
      "exist_loss": 0.004353407172737092,
      "type_loss": 1.9430272037753786e-06,
      "loss": 0.009377011876504703,
      "gate_mcc": 0.9935949956640148,
      "gate_f1": 0.9978607936599092,
      "exist_mcc": 0.980253329922123,
      "exist_auroc": 0.9997513294219971,
      "exist_f1": 0.984364403946627,
      "exist_P": 0.9827030531876347,
      "exist_R": 0.9860313815537696,
      "type_acc": 1.0,
      "type_trueprob": 0.9999990271281065
    },
    "val": {
      "gate_loss": 0.10038008257567717,
      "exist_loss": 0.012215966145950354,
      "type_loss": 0.0006709848717684005,
      "loss": 0.11326703359339593,
      "gate_mcc": 0.9331696910066758,
      "gate_f1": 0.9480629335137879,
      "exist_mcc": 0.9644653692800426,
      "exist_auroc": 0.998815655708313,
      "exist_f1": 0.9718703861993939,
      "exist_P": 0.9714929314898244,
      "exist_R": 0.9722481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999209820334591
    },
    "lr": 4.235256778110372e-05,
    "arch": "gat"
  },
  {
    "epoch": 116,
    "train": {
      "gate_loss": 0.004630255597448764,
      "exist_loss": 0.004312369506435123,
      "type_loss": 1.5234917916565798e-06,
      "loss": 0.008944148595675543,
      "gate_mcc": 0.9937245855108432,
      "gate_f1": 0.9979037746414162,
      "exist_mcc": 0.9806836341545048,
      "exist_auroc": 0.9997536540031433,
      "exist_f1": 0.9847053037212479,
      "exist_P": 0.9829264339984175,
      "exist_R": 0.9864906238040566,
      "type_acc": 1.0,
      "type_trueprob": 0.9999991872052421
    },
    "val": {
      "gate_loss": 0.10582652955623034,
      "exist_loss": 0.012319132215661423,
      "type_loss": 0.000582139402505306,
      "loss": 0.11872780117439706,
      "gate_mcc": 0.9323292277063362,
      "gate_f1": 0.9473921369832151,
      "exist_mcc": 0.9646721577108937,
      "exist_auroc": 0.9988230466842651,
      "exist_f1": 0.9720366630417896,
      "exist_P": 0.9712822104936355,
      "exist_R": 0.9727922885572139,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999230839126739
    },
    "lr": 4.154641355056061e-05,
    "arch": "gat"
  },
  {
    "epoch": 117,
    "train": {
      "gate_loss": 0.00502164752412115,
      "exist_loss": 0.004298118653237561,
      "type_loss": 2.258715653385246e-06,
      "loss": 0.009322024893012096,
      "gate_mcc": 0.9934267551470675,
      "gate_f1": 0.9978027974839877,
      "exist_mcc": 0.9805026883665974,
      "exist_auroc": 0.9997562170028687,
      "exist_f1": 0.9845620502437697,
      "exist_P": 0.982783439308287,
      "exist_R": 0.9863471106008419,
      "type_acc": 1.0,
      "type_trueprob": 0.9999986460963475
    },
    "val": {
      "gate_loss": 0.10900754280094649,
      "exist_loss": 0.012410150646173752,
      "type_loss": 0.0008111293566557591,
      "loss": 0.12222882280377599,
      "gate_mcc": 0.929227761118885,
      "gate_f1": 0.9449659902186746,
      "exist_mcc": 0.9639661923119324,
      "exist_auroc": 0.998816967010498,
      "exist_f1": 0.97147298872911,
      "exist_P": 0.9713974817348049,
      "exist_R": 0.9715485074626866,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999197973540767
    },
    "lr": 4.074270714115177e-05,
    "arch": "gat"
  },
  {
    "epoch": 118,
    "train": {
      "gate_loss": 0.004804431374442979,
      "exist_loss": 0.004301928397079785,
      "type_loss": 1.628013561028687e-06,
      "loss": 0.009107987785083793,
      "gate_mcc": 0.9937037776474147,
      "gate_f1": 0.9978964900819148,
      "exist_mcc": 0.980578206053928,
      "exist_auroc": 0.9997555613517761,
      "exist_f1": 0.9846221420148289,
      "exist_P": 0.9826657899501605,
      "exist_R": 0.9865862992728665,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992207097588
    },
    "val": {
      "gate_loss": 0.1096544490567044,
      "exist_loss": 0.012465200079666956,
      "type_loss": 0.0005890019312099437,
      "loss": 0.1227086510675813,
      "gate_mcc": 0.9306584816936492,
      "gate_f1": 0.9460889138998312,
      "exist_mcc": 0.9647516705137458,
      "exist_auroc": 0.9988069534301758,
      "exist_f1": 0.9720948309366497,
      "exist_P": 0.9720192756101352,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999238566231372
    },
    "lr": 3.9941668278184576e-05,
    "arch": "gat"
  },
  {
    "epoch": 119,
    "train": {
      "gate_loss": 0.004981274181851021,
      "exist_loss": 0.0041847312664560765,
      "type_loss": 2.7122978218926214e-06,
      "loss": 0.00916871774612899,
      "gate_mcc": 0.9934457732912814,
      "gate_f1": 0.9978103395050649,
      "exist_mcc": 0.9812230002295418,
      "exist_auroc": 0.9997686147689819,
      "exist_f1": 0.9851319402985075,
      "exist_P": 0.9835582471031424,
      "exist_R": 0.9867106773823192,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992101985378
    },
    "val": {
      "gate_loss": 0.1085492357051033,
      "exist_loss": 0.012738735367638296,
      "type_loss": 0.0007835272552058102,
      "loss": 0.1220714983279474,
      "gate_mcc": 0.9310774707135279,
      "gate_f1": 0.9464315890272067,
      "exist_mcc": 0.9642485713974785,
      "exist_auroc": 0.9988059997558594,
      "exist_f1": 0.9716929776810016,
      "exist_P": 0.9720709506768321,
      "exist_R": 0.9713152985074627,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999216272314982
    },
    "lr": 3.9143515957685845e-05,
    "arch": "gat"
  },
  {
    "epoch": 120,
    "train": {
      "gate_loss": 0.004834452399158603,
      "exist_loss": 0.004178093418760664,
      "type_loss": 7.902446477203299e-06,
      "loss": 0.00902044826439647,
      "gate_mcc": 0.9938971818375614,
      "gate_f1": 0.9979611176521264,
      "exist_mcc": 0.9808994806691376,
      "exist_auroc": 0.9997698068618774,
      "exist_f1": 0.9848760523965749,
      "exist_P": 0.9831717246836952,
      "exist_R": 0.9865862992728665,
      "type_acc": 1.0,
      "type_trueprob": 0.999997374384603
    },
    "val": {
      "gate_loss": 0.10519929431924906,
      "exist_loss": 0.012704326483876783,
      "type_loss": 0.0004666684168196743,
      "loss": 0.11837028921994552,
      "gate_mcc": 0.9306486054833568,
      "gate_f1": 0.9460996902281048,
      "exist_mcc": 0.964803811315325,
      "exist_auroc": 0.9988046884536743,
      "exist_f1": 0.9721369447790775,
      "exist_P": 0.9719480923148652,
      "exist_R": 0.9723258706467661,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999280407913586
    },
    "lr": 3.8348468386530475e-05,
    "arch": "gat"
  },
  {
    "epoch": 121,
    "train": {
      "gate_loss": 0.005207310475029607,
      "exist_loss": 0.0041335700151036705,
      "type_loss": 1.909300378576798e-06,
      "loss": 0.009342789790511855,
      "gate_mcc": 0.9933591612983675,
      "gate_f1": 0.9977817181992433,
      "exist_mcc": 0.9809450172013053,
      "exist_auroc": 0.9997755885124207,
      "exist_f1": 0.9849124348274478,
      "exist_P": 0.9830162784491632,
      "exist_R": 0.9868159203980099,
      "type_acc": 1.0,
      "type_trueprob": 0.9999990615815528
    },
    "val": {
      "gate_loss": 0.10335881641224741,
      "exist_loss": 0.012692907994623486,
      "type_loss": 0.0003482756039623377,
      "loss": 0.11640000001083323,
      "gate_mcc": 0.9301520622614918,
      "gate_f1": 0.9457146075008446,
      "exist_mcc": 0.9637955748756085,
      "exist_auroc": 0.9988137483596802,
      "exist_f1": 0.9713307659392383,
      "exist_P": 0.9721248929377871,
      "exist_R": 0.9705379353233831,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999333239758192
    },
    "lr": 3.755674292278595e-05,
    "arch": "gat"
  },
  {
    "epoch": 122,
    "train": {
      "gate_loss": 0.004537089776006641,
      "exist_loss": 0.004102949357020009,
      "type_loss": 1.3300692849897698e-06,
      "loss": 0.00864136920231164,
      "gate_mcc": 0.9941114230796546,
      "gate_f1": 0.9980330222541278,
      "exist_mcc": 0.9813408328892474,
      "exist_auroc": 0.9997783303260803,
      "exist_f1": 0.9852255797073766,
      "exist_P": 0.98345980780964,
      "exist_R": 0.9869977037887485,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992920984676
    },
    "val": {
      "gate_loss": 0.11130990824133871,
      "exist_loss": 0.012729035259474237,
      "type_loss": 0.0006106041130010068,
      "loss": 0.12464954761381396,
      "gate_mcc": 0.9302753950068301,
      "gate_f1": 0.9457983902741036,
      "exist_mcc": 0.9645614603378885,
      "exist_auroc": 0.998805046081543,
      "exist_f1": 0.97194591234069,
      "exist_P": 0.9716438781852083,
      "exist_R": 0.9722481343283582,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999239574469144
    },
    "lr": 3.6768556016288734e-05,
    "arch": "gat"
  },
  {
    "epoch": 123,
    "train": {
      "gate_loss": 0.004492828511227055,
      "exist_loss": 0.00418506505212999,
      "type_loss": 0.0002494372103652033,
      "loss": 0.008927330773722248,
      "gate_mcc": 0.9939822244024117,
      "gate_f1": 0.9979899786076296,
      "exist_mcc": 0.9815447975907536,
      "exist_auroc": 0.9997696280479431,
      "exist_f1": 0.9853862212943634,
      "exist_P": 0.9840557999293913,
      "exist_R": 0.9867202449292002,
      "type_acc": 0.9999712973593571,
      "type_trueprob": 0.9999661310942658
    },
    "val": {
      "gate_loss": 0.10953837480999848,
      "exist_loss": 0.012646421991187866,
      "type_loss": 0.0009983917667843129,
      "loss": 0.12318318856797067,
      "gate_mcc": 0.9293622384205018,
      "gate_f1": 0.945088331270395,
      "exist_mcc": 0.9640790723207616,
      "exist_auroc": 0.9987938404083252,
      "exist_f1": 0.9715661901802362,
      "exist_P": 0.9709627329192546,
      "exist_R": 0.9721703980099502,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999211036150728
    },
    "lr": 3.598412314946903e-05,
    "arch": "gat"
  },
  {
    "epoch": 124,
    "train": {
      "gate_loss": 0.004295722435420146,
      "exist_loss": 0.004048495404336863,
      "type_loss": 2.8990083961941375e-06,
      "loss": 0.008347116848153202,
      "gate_mcc": 0.9943692612213048,
      "gate_f1": 0.9981191942685675,
      "exist_mcc": 0.9818606357545246,
      "exist_auroc": 0.9997828006744385,
      "exist_f1": 0.9856372057489375,
      "exist_P": 0.9838051663330474,
      "exist_R": 0.9874760811327975,
      "type_acc": 1.0,
      "type_trueprob": 0.9999988822338456
    },
    "val": {
      "gate_loss": 0.11196363208893735,
      "exist_loss": 0.012861556484669029,
      "type_loss": 0.0008663420257137453,
      "loss": 0.12569153059932012,
      "gate_mcc": 0.9302753950068301,
      "gate_f1": 0.9457983902741036,
      "exist_mcc": 0.9643129296025597,
      "exist_auroc": 0.9988017082214355,
      "exist_f1": 0.9717483387090508,
      "exist_P": 0.9715595617375088,
      "exist_R": 0.9719371890547264,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999201481615133
    },
    "lr": 3.5203658778440146e-05,
    "arch": "gat"
  },
  {
    "epoch": 125,
    "train": {
      "gate_loss": 0.004327189741896085,
      "exist_loss": 0.003997273681546561,
      "type_loss": 6.770002359145294e-07,
      "loss": 0.008325140423678561,
      "gate_mcc": 0.994154426558613,
      "gate_f1": 0.9980473797559225,
      "exist_mcc": 0.9816216034292218,
      "exist_auroc": 0.9997903108596802,
      "exist_f1": 0.9854475812036432,
      "exist_P": 0.9838452808956619,
      "exist_R": 0.9870551090700345,
      "type_acc": 1.0,
      "type_trueprob": 0.999999637654856
    },
    "val": {
      "gate_loss": 0.11250252961384083,
      "exist_loss": 0.012950064947173458,
      "type_loss": 0.0009274472235750811,
      "loss": 0.12638004178458936,
      "gate_mcc": 0.9296439991968841,
      "gate_f1": 0.9453072248480756,
      "exist_mcc": 0.964497109833235,
      "exist_auroc": 0.9988096356391907,
      "exist_f1": 0.9718906729909412,
      "exist_P": 0.9721552461694019,
      "exist_R": 0.9716262437810945,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999206350810492
    },
    "lr": 3.44273762743682e-05,
    "arch": "gat"
  },
  {
    "epoch": 126,
    "train": {
      "gate_loss": 0.0046184546380841,
      "exist_loss": 0.003895971085534951,
      "type_loss": 4.080393670929065e-06,
      "loss": 0.00851850611728998,
      "gate_mcc": 0.9937454179224859,
      "gate_f1": 0.9979110584688273,
      "exist_mcc": 0.9825385177256141,
      "exist_auroc": 0.999801516532898,
      "exist_f1": 0.9861735305495724,
      "exist_P": 0.9845700498755495,
      "exist_R": 0.9877822426329889,
      "type_acc": 1.0,
      "type_trueprob": 0.9999981967416524
    },
    "val": {
      "gate_loss": 0.10658310539860316,
      "exist_loss": 0.012840094778227314,
      "type_loss": 0.001017531678991707,
      "loss": 0.12044073185582219,
      "gate_mcc": 0.9316451005540373,
      "gate_f1": 0.9468876860622463,
      "exist_mcc": 0.9642525935331084,
      "exist_auroc": 0.9988292455673218,
      "exist_f1": 0.9716973796749864,
      "exist_P": 0.9719240939492922,
      "exist_R": 0.9714707711442786,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999214648014277
    },
    "lr": 3.36554878651387e-05,
    "arch": "gat"
  },
  {
    "epoch": 127,
    "train": {
      "gate_loss": 0.004201373721997048,
      "exist_loss": 0.003917209752754896,
      "type_loss": 8.590502682018593e-07,
      "loss": 0.008119442525020146,
      "gate_mcc": 0.9945625130975589,
      "gate_f1": 0.9981838412117298,
      "exist_mcc": 0.9820238927056795,
      "exist_auroc": 0.9997982382774353,
      "exist_f1": 0.9857658724851449,
      "exist_P": 0.984280209088481,
      "exist_R": 0.987256027554535,
      "type_acc": 1.0,
      "type_trueprob": 0.9999994443651821
    },
    "val": {
      "gate_loss": 0.10897055794395981,
      "exist_loss": 0.012980113427759033,
      "type_loss": 0.0008619599329012806,
      "loss": 0.12281263130462013,
      "gate_mcc": 0.9319600711666699,
      "gate_f1": 0.9471251409244645,
      "exist_mcc": 0.9637554530694129,
      "exist_auroc": 0.9988060593605042,
      "exist_f1": 0.9713019132057863,
      "exist_P": 0.9717553688141923,
      "exist_R": 0.9708488805970149,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999219736649623
    },
    "lr": 3.2888204577335474e-05,
    "arch": "gat"
  },
  {
    "epoch": 128,
    "train": {
      "gate_loss": 0.004099169269357414,
      "exist_loss": 0.0038376578515682313,
      "type_loss": 8.327700800637812e-07,
      "loss": 0.007937659891005708,
      "gate_mcc": 0.9947777123136969,
      "gate_f1": 0.9982556010997609,
      "exist_mcc": 0.9827792291499218,
      "exist_auroc": 0.9998071193695068,
      "exist_f1": 0.9863640488506159,
      "exist_P": 0.9847977644893326,
      "exist_R": 0.9879353233830845,
      "type_acc": 1.0,
      "type_trueprob": 0.9999995567038559
    },
    "val": {
      "gate_loss": 0.11063073882558198,
      "exist_loss": 0.012872874428309191,
      "type_loss": 0.0008511058133267966,
      "loss": 0.12435471906721797,
      "gate_mcc": 0.9309071468643764,
      "gate_f1": 0.9462898322261007,
      "exist_mcc": 0.9640541521080008,
      "exist_auroc": 0.9988216757774353,
      "exist_f1": 0.9715396578538102,
      "exist_P": 0.9718419415059116,
      "exist_R": 0.9712375621890548,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999222885909959
    },
    "lr": 3.212573617854811e-05,
    "arch": "gat"
  },
  {
    "epoch": 129,
    "train": {
      "gate_loss": 0.0042471430490118285,
      "exist_loss": 0.003779550728421117,
      "type_loss": 8.474373005221887e-07,
      "loss": 0.008027541214733468,
      "gate_mcc": 0.9944324621268885,
      "gate_f1": 0.9981409303961468,
      "exist_mcc": 0.9830472614928424,
      "exist_auroc": 0.9998128414154053,
      "exist_f1": 0.9865765081730012,
      "exist_P": 0.9848411177530533,
      "exist_R": 0.9883180252583238,
      "type_acc": 1.0,
      "type_trueprob": 0.9999995812300381
    },
    "val": {
      "gate_loss": 0.10717661310775344,
      "exist_loss": 0.013091047705008883,
      "type_loss": 0.000971181477111331,
      "loss": 0.12123884228987364,
      "gate_mcc": 0.9313053527365726,
      "gate_f1": 0.9466208218251508,
      "exist_mcc": 0.9647476320765438,
      "exist_auroc": 0.9988244771957397,
      "exist_f1": 0.9720904921091502,
      "exist_P": 0.9721660705955528,
      "exist_R": 0.9720149253731343,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999215211441268
    },
    "lr": 3.136829112002365e-05,
    "arch": "gat"
  },
  {
    "epoch": 130,
    "train": {
      "gate_loss": 0.004240251473022359,
      "exist_loss": 0.0038021661140124063,
      "type_loss": 3.562509676389552e-06,
      "loss": 0.008045980096711154,
      "gate_mcc": 0.9944333208337026,
      "gate_f1": 0.9981407969448771,
      "exist_mcc": 0.9831156282206259,
      "exist_auroc": 0.9998100399971008,
      "exist_f1": 0.9866302369681829,
      "exist_P": 0.9851573454923545,
      "exist_R": 0.9881075392269422,
      "type_acc": 1.0,
      "type_trueprob": 0.9999984618580027
    },
    "val": {
      "gate_loss": 0.10751449840324778,
      "exist_loss": 0.012938530562800695,
      "type_loss": 0.0007494856861277443,
      "loss": 0.12120251465217623,
      "gate_mcc": 0.9318133739897393,
      "gate_f1": 0.9470124013528748,
      "exist_mcc": 0.9640623139670842,
      "exist_auroc": 0.9988410472869873,
      "exist_f1": 0.9715485074626866,
      "exist_P": 0.9715485074626866,
      "exist_R": 0.9715485074626866,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999231636820741
    },
    "lr": 3.061607647967806e-05,
    "arch": "gat"
  },
  {
    "epoch": 131,
    "train": {
      "gate_loss": 0.003850014049712393,
      "exist_loss": 0.0037292655329454628,
      "type_loss": 1.8141871484984369e-06,
      "loss": 0.007581093769806354,
      "gate_mcc": 0.9945837536491695,
      "gate_f1": 0.9981910586613835,
      "exist_mcc": 0.9830054804137998,
      "exist_auroc": 0.9998164772987366,
      "exist_f1": 0.9865428436304227,
      "exist_P": 0.9851733119615308,
      "exist_R": 0.9879161882893226,
      "type_acc": 1.0,
      "type_trueprob": 0.9999987792384794
    },
    "val": {
      "gate_loss": 0.11251347624267273,
      "exist_loss": 0.013197385905662055,
      "type_loss": 0.0006825258447949377,
      "loss": 0.12639338799312974,
      "gate_mcc": 0.9296327570665667,
      "gate_f1": 0.9453010692177828,
      "exist_mcc": 0.9647015637098715,
      "exist_auroc": 0.9988264441490173,
      "exist_f1": 0.9720548797077228,
      "exist_P": 0.9720171006607073,
      "exist_R": 0.9720926616915423,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999239286824838
    },
    "lr": 2.986929790548317e-05,
    "arch": "gat"
  },
  {
    "epoch": 132,
    "train": {
      "gate_loss": 0.004033353766081727,
      "exist_loss": 0.0036963486432068215,
      "type_loss": 1.1800033207141721e-06,
      "loss": 0.007730882412609262,
      "gate_mcc": 0.9945409225112382,
      "gate_f1": 0.9981766758072157,
      "exist_mcc": 0.9835689988859693,
      "exist_auroc": 0.9998202323913574,
      "exist_f1": 0.9869892914799919,
      "exist_P": 0.9854548576006714,
      "exist_R": 0.9885285112897053,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992475717678
    },
    "val": {
      "gate_loss": 0.11654061647219151,
      "exist_loss": 0.013282666489477915,
      "type_loss": 0.0006413721939523984,
      "loss": 0.13046465515562183,
      "gate_mcc": 0.9304442722813983,
      "gate_f1": 0.9459231331945304,
      "exist_mcc": 0.9647436299323928,
      "exist_auroc": 0.9988102912902832,
      "exist_f1": 0.9720861519321982,
      "exist_P": 0.9723129569139836,
      "exist_R": 0.9718594527363185,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.999924168806171
    },
    "lr": 2.912815955924464e-05,
    "arch": "gat"
  },
  {
    "epoch": 133,
    "train": {
      "gate_loss": 0.003570199033945898,
      "exist_loss": 0.0037389691108842614,
      "type_loss": 1.7016735594538047e-06,
      "loss": 0.007310869818389613,
      "gate_mcc": 0.9949485663384731,
      "gate_f1": 0.9983131993941873,
      "exist_mcc": 0.9835242151034038,
      "exist_auroc": 0.9998161196708679,
      "exist_f1": 0.986953551586259,
      "exist_P": 0.9855928403095154,
      "exist_R": 0.9883180252583238,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992366955739
    },
    "val": {
      "gate_loss": 0.12075806838905752,
      "exist_loss": 0.013116584345760388,
      "type_loss": 0.0007023873739321283,
      "loss": 0.13457704010875005,
      "gate_mcc": 0.9302077046024673,
      "gate_f1": 0.9457451598379109,
      "exist_mcc": 0.9646375048125786,
      "exist_auroc": 0.998823344707489,
      "exist_f1": 0.9719996888854321,
      "exist_P": 0.9725291828793774,
      "exist_R": 0.9714707711442786,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999235090776463
    },
    "lr": 2.8392864060786115e-05,
    "arch": "gat"
  },
  {
    "epoch": 134,
    "train": {
      "gate_loss": 0.003875654475546961,
      "exist_loss": 0.0036811469156546677,
      "type_loss": 1.255679699157282e-06,
      "loss": 0.007558057070900786,
      "gate_mcc": 0.9947341890658834,
      "gate_f1": 0.9982413196563036,
      "exist_mcc": 0.9836329530190411,
      "exist_auroc": 0.9998210668563843,
      "exist_f1": 0.9870396644548586,
      "exist_P": 0.9856694430928051,
      "exist_R": 0.9884137007271335,
      "type_acc": 1.0,
      "type_trueprob": 0.9999992712220149
    },
    "val": {
      "gate_loss": 0.11800369130127351,
      "exist_loss": 0.013217609241796702,
      "type_loss": 0.000907096337985078,
      "loss": 0.1321283968810553,
      "gate_mcc": 0.9303201660761342,
      "gate_f1": 0.9458227848101267,
      "exist_mcc": 0.9648919337626779,
      "exist_auroc": 0.9988219738006592,
      "exist_f1": 0.9722038642460056,
      "exist_P": 0.9723928765844934,
      "exist_R": 0.9720149253731343,
      "type_acc": 0.9999222636815921,
      "type_trueprob": 0.9999222770259155
    },
    "lr": 2.7663612432554996e-05,
    "arch": "gat"
  }
]