{
 "Accuracy": 74.25,
 "Time": [
  305.63648723126914,
  14.943899052044344,
  61268.407008223934
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 3.961287498474121,
   "val_loss": 1.934401273727417,
   "acc": 27.41,
   "time": 234.64990724099334,
   "param": [
    {
     "p": 0.0827304869890213,
     "m": 1.0
    },
    {
     "p": 0.09691416472196579,
     "m": 1.0
    },
    {
     "p": 0.08357127010822296,
     "m": 1.0
    },
    {
     "p": 0.07256278395652771,
     "m": 1.0
    },
    {
     "p": 0.054431360214948654,
     "m": 1.0
    },
    {
     "p": 0.05184657499194145,
     "m": 1.0
    },
    {
     "p": 0.07304028421640396,
     "m": 1.0
    },
    {
     "p": 0.05685191974043846,
     "m": 1.0
    },
    {
     "p": 0.05914320424199104,
     "m": 1.0
    },
    {
     "p": 0.09558716416358948,
     "m": 1.0
    },
    {
     "p": 0.061894215643405914,
     "m": 1.0
    },
    {
     "p": 0.07997369766235352,
     "m": 1.0
    },
    {
     "p": 0.07643652707338333,
     "m": 1.0
    },
    {
     "p": 0.055016350001096725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 3.4805209636688232,
   "val_loss": 1.7629907131195068,
   "acc": 36.04,
   "time": 322.17385710496455,
   "param": [
    {
     "p": 0.12449595332145691,
     "m": 1.0
    },
    {
     "p": 0.11860764771699905,
     "m": 1.0
    },
    {
     "p": 0.13484907150268555,
     "m": 1.0
    },
    {
     "p": 0.07062285393476486,
     "m": 1.0
    },
    {
     "p": 0.07138711214065552,
     "m": 1.0
    },
    {
     "p": 0.0007188486633822322,
     "m": 1.0
    },
    {
     "p": 0.06199216470122337,
     "m": 1.0
    },
    {
     "p": 0.00938499066978693,
     "m": 1.0
    },
    {
     "p": 0.020289696753025055,
     "m": 1.0
    },
    {
     "p": 0.09247788786888123,
     "m": 1.0
    },
    {
     "p": 0.0068794903345406055,
     "m": 1.0
    },
    {
     "p": 0.14383339881896973,
     "m": 1.0
    },
    {
     "p": 0.14374200999736786,
     "m": 1.0
    },
    {
     "p": 0.0007188486633822322,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.3338096141815186,
   "val_loss": 1.6304457187652588,
   "acc": 44.94,
   "time": 306.73399959900416,
   "param": [
    {
     "p": 0.14088647067546844,
     "m": 1.0
    },
    {
     "p": 0.01593124493956566,
     "m": 1.0
    },
    {
     "p": 0.12235017120838165,
     "m": 1.0
    },
    {
     "p": 0.07617229223251343,
     "m": 1.0
    },
    {
     "p": 0.03820556029677391,
     "m": 1.0
    },
    {
     "p": 0.0007122968672774732,
     "m": 1.0
    },
    {
     "p": 0.04332798346877098,
     "m": 1.0
    },
    {
     "p": 0.0054255323484539986,
     "m": 1.0
    },
    {
     "p": 0.06369898468255997,
     "m": 1.0
    },
    {
     "p": 0.04385606199502945,
     "m": 1.0
    },
    {
     "p": 0.0007122968672774732,
     "m": 1.0
    },
    {
     "p": 0.20627808570861816,
     "m": 1.0
    },
    {
     "p": 0.2321556806564331,
     "m": 1.0
    },
    {
     "p": 0.010287328623235226,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.9447715282440186,
   "val_loss": 1.3828043937683105,
   "acc": 48.63,
   "time": 298.20348887098953,
   "param": [
    {
     "p": 0.14916418492794037,
     "m": 1.0
    },
    {
     "p": 0.01254152413457632,
     "m": 1.0
    },
    {
     "p": 0.11299414932727814,
     "m": 1.0
    },
    {
     "p": 0.08315610140562057,
     "m": 1.0
    },
    {
     "p": 0.029127957299351692,
     "m": 1.0
    },
    {
     "p": 0.000708315521478653,
     "m": 1.0
    },
    {
     "p": 0.07488073408603668,
     "m": 1.0
    },
    {
     "p": 0.05150483921170235,
     "m": 1.0
    },
    {
     "p": 0.06693065911531448,
     "m": 1.0
    },
    {
     "p": 0.05319356545805931,
     "m": 1.0
    },
    {
     "p": 0.017991438508033752,
     "m": 1.0
    },
    {
     "p": 0.15438976883888245,
     "m": 1.0
    },
    {
     "p": 0.16204550862312317,
     "m": 1.0
    },
    {
     "p": 0.03137130290269852,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.1488945484161377,
   "val_loss": 1.277769923210144,
   "acc": 48.75,
   "time": 315.51732434809674,
   "param": [
    {
     "p": 0.12969455122947693,
     "m": 1.0
    },
    {
     "p": 0.02417970448732376,
     "m": 1.0
    },
    {
     "p": 0.13583751022815704,
     "m": 1.0
    },
    {
     "p": 0.09571695327758789,
     "m": 1.0
    },
    {
     "p": 0.05953887104988098,
     "m": 1.0
    },
    {
     "p": 0.017315251752734184,
     "m": 1.0
    },
    {
     "p": 0.08996445685625076,
     "m": 1.0
    },
    {
     "p": 0.05690321698784828,
     "m": 1.0
    },
    {
     "p": 0.05125828832387924,
     "m": 1.0
    },
    {
     "p": 0.05413927510380745,
     "m": 1.0
    },
    {
     "p": 0.04938606172800064,
     "m": 1.0
    },
    {
     "p": 0.08569977432489395,
     "m": 1.0
    },
    {
     "p": 0.14930108189582825,
     "m": 1.0
    },
    {
     "p": 0.0010650160256773233,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.890359401702881,
   "val_loss": 1.4246269464492798,
   "acc": 47.43,
   "time": 307.55158624902833,
   "param": [
    {
     "p": 0.10337626934051514,
     "m": 1.0
    },
    {
     "p": 0.02463625743985176,
     "m": 1.0
    },
    {
     "p": 0.10591352730989456,
     "m": 1.0
    },
    {
     "p": 0.07993202656507492,
     "m": 1.0
    },
    {
     "p": 0.050616566091775894,
     "m": 1.0
    },
    {
     "p": 0.04172319918870926,
     "m": 1.0
    },
    {
     "p": 0.0791604295372963,
     "m": 1.0
    },
    {
     "p": 0.06636057049036026,
     "m": 1.0
    },
    {
     "p": 0.0547046922147274,
     "m": 1.0
    },
    {
     "p": 0.08978772908449173,
     "m": 1.0
    },
    {
     "p": 0.07740268111228943,
     "m": 1.0
    },
    {
     "p": 0.09483327716588974,
     "m": 1.0
    },
    {
     "p": 0.12344054877758026,
     "m": 1.0
    },
    {
     "p": 0.008112156763672829,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.882296323776245,
   "val_loss": 1.349471926689148,
   "acc": 52.89,
   "time": 284.4903761600144,
   "param": [
    {
     "p": 0.10814657062292099,
     "m": 1.0
    },
    {
     "p": 0.0007133098552003503,
     "m": 1.0
    },
    {
     "p": 0.12381119281053543,
     "m": 1.0
    },
    {
     "p": 0.08992800861597061,
     "m": 1.0
    },
    {
     "p": 0.07427877187728882,
     "m": 1.0
    },
    {
     "p": 0.030286459252238274,
     "m": 1.0
    },
    {
     "p": 0.10443451255559921,
     "m": 1.0
    },
    {
     "p": 0.05328105390071869,
     "m": 1.0
    },
    {
     "p": 0.07753416150808334,
     "m": 1.0
    },
    {
     "p": 0.09363895654678345,
     "m": 1.0
    },
    {
     "p": 0.021618885919451714,
     "m": 1.0
    },
    {
     "p": 0.09648474305868149,
     "m": 1.0
    },
    {
     "p": 0.11497870832681656,
     "m": 1.0
    },
    {
     "p": 0.010864682495594025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 2.4246773719787598,
   "val_loss": 1.197614312171936,
   "acc": 53.02,
   "time": 276.77701563504525,
   "param": [
    {
     "p": 0.11295156925916672,
     "m": 1.0
    },
    {
     "p": 0.0007129362784326077,
     "m": 1.0
    },
    {
     "p": 0.11041542142629623,
     "m": 1.0
    },
    {
     "p": 0.04659033939242363,
     "m": 1.0
    },
    {
     "p": 0.057464681565761566,
     "m": 1.0
    },
    {
     "p": 0.01804901659488678,
     "m": 1.0
    },
    {
     "p": 0.08218901604413986,
     "m": 1.0
    },
    {
     "p": 0.10057002305984497,
     "m": 1.0
    },
    {
     "p": 0.06410340964794159,
     "m": 1.0
    },
    {
     "p": 0.0939478948712349,
     "m": 1.0
    },
    {
     "p": 0.07922615855932236,
     "m": 1.0
    },
    {
     "p": 0.07597360014915466,
     "m": 1.0
    },
    {
     "p": 0.14399182796478271,
     "m": 1.0
    },
    {
     "p": 0.013814114034175873,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.82150936126709,
   "val_loss": 1.2163602113723755,
   "acc": 55.35,
   "time": 288.9616410390008,
   "param": [
    {
     "p": 0.13502761721611023,
     "m": 1.0
    },
    {
     "p": 0.009831953793764114,
     "m": 1.0
    },
    {
     "p": 0.09237786382436752,
     "m": 1.0
    },
    {
     "p": 0.0871754065155983,
     "m": 1.0
    },
    {
     "p": 0.04777612164616585,
     "m": 1.0
    },
    {
     "p": 0.007189271040260792,
     "m": 1.0
    },
    {
     "p": 0.06723137199878693,
     "m": 1.0
    },
    {
     "p": 0.055457379668951035,
     "m": 1.0
    },
    {
     "p": 0.07888396829366684,
     "m": 1.0
    },
    {
     "p": 0.0972687304019928,
     "m": 1.0
    },
    {
     "p": 0.06970574706792831,
     "m": 1.0
    },
    {
     "p": 0.11276848614215851,
     "m": 1.0
    },
    {
     "p": 0.13012069463729858,
     "m": 1.0
    },
    {
     "p": 0.009185407310724258,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 2.992846965789795,
   "val_loss": 1.3014663457870483,
   "acc": 56.91,
   "time": 297.02436049398966,
   "param": [
    {
     "p": 0.09100641310214996,
     "m": 1.0
    },
    {
     "p": 0.0007015932933427393,
     "m": 1.0
    },
    {
     "p": 0.1101125106215477,
     "m": 1.0
    },
    {
     "p": 0.04172434285283089,
     "m": 1.0
    },
    {
     "p": 0.03855986148118973,
     "m": 1.0
    },
    {
     "p": 0.06245962530374527,
     "m": 1.0
    },
    {
     "p": 0.07993539422750473,
     "m": 1.0
    },
    {
     "p": 0.07394979149103165,
     "m": 1.0
    },
    {
     "p": 0.07198753952980042,
     "m": 1.0
    },
    {
     "p": 0.10992857068777084,
     "m": 1.0
    },
    {
     "p": 0.06232408434152603,
     "m": 1.0
    },
    {
     "p": 0.10184574872255325,
     "m": 1.0
    },
    {
     "p": 0.14002138376235962,
     "m": 1.0
    },
    {
     "p": 0.015443086624145508,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 2.957137107849121,
   "val_loss": 1.2893012762069702,
   "acc": 53.77,
   "time": 258.53928643197287,
   "param": [
    {
     "p": 0.10788704454898834,
     "m": 1.0
    },
    {
     "p": 0.00505478959530592,
     "m": 1.0
    },
    {
     "p": 0.11489517986774445,
     "m": 1.0
    },
    {
     "p": 0.05251483619213104,
     "m": 1.0
    },
    {
     "p": 0.06689486652612686,
     "m": 1.0
    },
    {
     "p": 0.021525299176573753,
     "m": 1.0
    },
    {
     "p": 0.04563775286078453,
     "m": 1.0
    },
    {
     "p": 0.09890034049749374,
     "m": 1.0
    },
    {
     "p": 0.06064218655228615,
     "m": 1.0
    },
    {
     "p": 0.07619094848632812,
     "m": 1.0
    },
    {
     "p": 0.09876644611358643,
     "m": 1.0
    },
    {
     "p": 0.08795734494924545,
     "m": 1.0
    },
    {
     "p": 0.13500367105007172,
     "m": 1.0
    },
    {
     "p": 0.028129246085882187,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 2.9983224868774414,
   "val_loss": 1.17488694190979,
   "acc": 58.47,
   "time": 276.44290123006795,
   "param": [
    {
     "p": 0.1288764476776123,
     "m": 1.0
    },
    {
     "p": 0.020303893834352493,
     "m": 1.0
    },
    {
     "p": 0.09973226487636566,
     "m": 1.0
    },
    {
     "p": 0.07321713119745255,
     "m": 1.0
    },
    {
     "p": 0.07659777253866196,
     "m": 1.0
    },
    {
     "p": 0.004784249700605869,
     "m": 1.0
    },
    {
     "p": 0.0502312108874321,
     "m": 1.0
    },
    {
     "p": 0.08335332572460175,
     "m": 1.0
    },
    {
     "p": 0.09340797364711761,
     "m": 1.0
    },
    {
     "p": 0.07986850291490555,
     "m": 1.0
    },
    {
     "p": 0.0557403564453125,
     "m": 1.0
    },
    {
     "p": 0.10167919099330902,
     "m": 1.0
    },
    {
     "p": 0.1183062344789505,
     "m": 1.0
    },
    {
     "p": 0.013901309110224247,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 2.6117758750915527,
   "val_loss": 1.1638102531433105,
   "acc": 57.55,
   "time": 278.23106184601784,
   "param": [
    {
     "p": 0.09790834784507751,
     "m": 1.0
    },
    {
     "p": 0.004332864191383123,
     "m": 1.0
    },
    {
     "p": 0.1250075250864029,
     "m": 1.0
    },
    {
     "p": 0.08924341946840286,
     "m": 1.0
    },
    {
     "p": 0.07907149940729141,
     "m": 1.0
    },
    {
     "p": 0.01994953490793705,
     "m": 1.0
    },
    {
     "p": 0.10086123645305634,
     "m": 1.0
    },
    {
     "p": 0.08790066093206406,
     "m": 1.0
    },
    {
     "p": 0.03344012051820755,
     "m": 1.0
    },
    {
     "p": 0.10441790521144867,
     "m": 1.0
    },
    {
     "p": 0.026973005384206772,
     "m": 1.0
    },
    {
     "p": 0.09379689395427704,
     "m": 1.0
    },
    {
     "p": 0.13638518750667572,
     "m": 1.0
    },
    {
     "p": 0.0007118352805264294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 2.2119855880737305,
   "val_loss": 1.1144953966140747,
   "acc": 59.64,
   "time": 266.96224226406775,
   "param": [
    {
     "p": 0.08161719143390656,
     "m": 1.0
    },
    {
     "p": 0.015961797907948494,
     "m": 1.0
    },
    {
     "p": 0.11659649759531021,
     "m": 1.0
    },
    {
     "p": 0.08369695395231247,
     "m": 1.0
    },
    {
     "p": 0.05358533188700676,
     "m": 1.0
    },
    {
     "p": 0.008757521398365498,
     "m": 1.0
    },
    {
     "p": 0.08682402968406677,
     "m": 1.0
    },
    {
     "p": 0.08249415457248688,
     "m": 1.0
    },
    {
     "p": 0.06211404129862785,
     "m": 1.0
    },
    {
     "p": 0.087909996509552,
     "m": 1.0
    },
    {
     "p": 0.05780024826526642,
     "m": 1.0
    },
    {
     "p": 0.1074652150273323,
     "m": 1.0
    },
    {
     "p": 0.13546587526798248,
     "m": 1.0
    },
    {
     "p": 0.01971101202070713,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 2.255017042160034,
   "val_loss": 1.1613929271697998,
   "acc": 57.94,
   "time": 313.6343066439731,
   "param": [
    {
     "p": 0.12817203998565674,
     "m": 1.0
    },
    {
     "p": 0.004929713439196348,
     "m": 1.0
    },
    {
     "p": 0.10260368138551712,
     "m": 1.0
    },
    {
     "p": 0.05490728095173836,
     "m": 1.0
    },
    {
     "p": 0.07285820692777634,
     "m": 1.0
    },
    {
     "p": 0.04889676719903946,
     "m": 1.0
    },
    {
     "p": 0.07128050923347473,
     "m": 1.0
    },
    {
     "p": 0.04499252140522003,
     "m": 1.0
    },
    {
     "p": 0.09413432329893112,
     "m": 1.0
    },
    {
     "p": 0.09084900468587875,
     "m": 1.0
    },
    {
     "p": 0.05476503446698189,
     "m": 1.0
    },
    {
     "p": 0.10621541738510132,
     "m": 1.0
    },
    {
     "p": 0.1158943921327591,
     "m": 1.0
    },
    {
     "p": 0.009501094929873943,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 2.597809314727783,
   "val_loss": 1.2136532068252563,
   "acc": 59.67,
   "time": 306.63224557903595,
   "param": [
    {
     "p": 0.08600178360939026,
     "m": 1.0
    },
    {
     "p": 0.021940650418400764,
     "m": 1.0
    },
    {
     "p": 0.09581353515386581,
     "m": 1.0
    },
    {
     "p": 0.07831547409296036,
     "m": 1.0
    },
    {
     "p": 0.04603014141321182,
     "m": 1.0
    },
    {
     "p": 0.03412298485636711,
     "m": 1.0
    },
    {
     "p": 0.08206739276647568,
     "m": 1.0
    },
    {
     "p": 0.0884757786989212,
     "m": 1.0
    },
    {
     "p": 0.0693778321146965,
     "m": 1.0
    },
    {
     "p": 0.09678074717521667,
     "m": 1.0
    },
    {
     "p": 0.07355485111474991,
     "m": 1.0
    },
    {
     "p": 0.09730253368616104,
     "m": 1.0
    },
    {
     "p": 0.10249371826648712,
     "m": 1.0
    },
    {
     "p": 0.027722615748643875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 2.5999975204467773,
   "val_loss": 1.055604338645935,
   "acc": 61.85,
   "time": 295.0155380689539,
   "param": [
    {
     "p": 0.11085720360279083,
     "m": 1.0
    },
    {
     "p": 0.017631400376558304,
     "m": 1.0
    },
    {
     "p": 0.08967331796884537,
     "m": 1.0
    },
    {
     "p": 0.07955735921859741,
     "m": 1.0
    },
    {
     "p": 0.057471469044685364,
     "m": 1.0
    },
    {
     "p": 0.035719890147447586,
     "m": 1.0
    },
    {
     "p": 0.0942460373044014,
     "m": 1.0
    },
    {
     "p": 0.06804097443819046,
     "m": 1.0
    },
    {
     "p": 0.06743670254945755,
     "m": 1.0
    },
    {
     "p": 0.08275944739580154,
     "m": 1.0
    },
    {
     "p": 0.055863942950963974,
     "m": 1.0
    },
    {
     "p": 0.10588004440069199,
     "m": 1.0
    },
    {
     "p": 0.09752558171749115,
     "m": 1.0
    },
    {
     "p": 0.037336643785238266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.237128734588623,
   "val_loss": 0.9882644414901733,
   "acc": 61.65,
   "time": 311.7892919819569,
   "param": [
    {
     "p": 0.10187795013189316,
     "m": 1.0
    },
    {
     "p": 0.0006999564939178526,
     "m": 1.0
    },
    {
     "p": 0.09290039539337158,
     "m": 1.0
    },
    {
     "p": 0.0738874226808548,
     "m": 1.0
    },
    {
     "p": 0.04381340742111206,
     "m": 1.0
    },
    {
     "p": 0.032135024666786194,
     "m": 1.0
    },
    {
     "p": 0.09076791256666183,
     "m": 1.0
    },
    {
     "p": 0.08587311208248138,
     "m": 1.0
    },
    {
     "p": 0.06947392225265503,
     "m": 1.0
    },
    {
     "p": 0.08160465955734253,
     "m": 1.0
    },
    {
     "p": 0.07386258989572525,
     "m": 1.0
    },
    {
     "p": 0.10400386154651642,
     "m": 1.0
    },
    {
     "p": 0.12934385240077972,
     "m": 1.0
    },
    {
     "p": 0.01975596882402897,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 2.696758270263672,
   "val_loss": 1.0595219135284424,
   "acc": 62.25,
   "time": 299.3468684150139,
   "param": [
    {
     "p": 0.10589781403541565,
     "m": 1.0
    },
    {
     "p": 0.01147659681737423,
     "m": 1.0
    },
    {
     "p": 0.09682470560073853,
     "m": 1.0
    },
    {
     "p": 0.0773894414305687,
     "m": 1.0
    },
    {
     "p": 0.07631035894155502,
     "m": 1.0
    },
    {
     "p": 0.041937779635190964,
     "m": 1.0
    },
    {
     "p": 0.08642775565385818,
     "m": 1.0
    },
    {
     "p": 0.07779145985841751,
     "m": 1.0
    },
    {
     "p": 0.08328229933977127,
     "m": 1.0
    },
    {
     "p": 0.09365704655647278,
     "m": 1.0
    },
    {
     "p": 0.06013006716966629,
     "m": 1.0
    },
    {
     "p": 0.08378975838422775,
     "m": 1.0
    },
    {
     "p": 0.07560011744499207,
     "m": 1.0
    },
    {
     "p": 0.029484886676073074,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.7990355491638184,
   "val_loss": 1.0412664413452148,
   "acc": 62.21,
   "time": 312.4631399480859,
   "param": [
    {
     "p": 0.10427761822938919,
     "m": 1.0
    },
    {
     "p": 0.034525685012340546,
     "m": 1.0
    },
    {
     "p": 0.09899839013814926,
     "m": 1.0
    },
    {
     "p": 0.07768453657627106,
     "m": 1.0
    },
    {
     "p": 0.06459558010101318,
     "m": 1.0
    },
    {
     "p": 0.03604339063167572,
     "m": 1.0
    },
    {
     "p": 0.08211690932512283,
     "m": 1.0
    },
    {
     "p": 0.07979465276002884,
     "m": 1.0
    },
    {
     "p": 0.08378734439611435,
     "m": 1.0
    },
    {
     "p": 0.07730477303266525,
     "m": 1.0
    },
    {
     "p": 0.06116814911365509,
     "m": 1.0
    },
    {
     "p": 0.07498621195554733,
     "m": 1.0
    },
    {
     "p": 0.10156822949647903,
     "m": 1.0
    },
    {
     "p": 0.023148508742451668,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.339897632598877,
   "val_loss": 0.9725055694580078,
   "acc": 62.17,
   "time": 294.33674301591236,
   "param": [
    {
     "p": 0.10442083328962326,
     "m": 1.0
    },
    {
     "p": 0.031894102692604065,
     "m": 1.0
    },
    {
     "p": 0.08172371983528137,
     "m": 1.0
    },
    {
     "p": 0.04845879599452019,
     "m": 1.0
    },
    {
     "p": 0.06353601068258286,
     "m": 1.0
    },
    {
     "p": 0.054954893887043,
     "m": 1.0
    },
    {
     "p": 0.08483116328716278,
     "m": 1.0
    },
    {
     "p": 0.06030598282814026,
     "m": 1.0
    },
    {
     "p": 0.07985253632068634,
     "m": 1.0
    },
    {
     "p": 0.09591704607009888,
     "m": 1.0
    },
    {
     "p": 0.06438475102186203,
     "m": 1.0
    },
    {
     "p": 0.08968594670295715,
     "m": 1.0
    },
    {
     "p": 0.11919595301151276,
     "m": 1.0
    },
    {
     "p": 0.020838212221860886,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.0524203777313232,
   "val_loss": 1.1400625705718994,
   "acc": 63.2,
   "time": 308.8553327480331,
   "param": [
    {
     "p": 0.0946858748793602,
     "m": 1.0
    },
    {
     "p": 0.0006999787292443216,
     "m": 1.0
    },
    {
     "p": 0.09939228743314743,
     "m": 1.0
    },
    {
     "p": 0.07210592925548553,
     "m": 1.0
    },
    {
     "p": 0.04523473605513573,
     "m": 1.0
    },
    {
     "p": 0.03932376578450203,
     "m": 1.0
    },
    {
     "p": 0.07379385083913803,
     "m": 1.0
    },
    {
     "p": 0.06096961721777916,
     "m": 1.0
    },
    {
     "p": 0.08773602545261383,
     "m": 1.0
    },
    {
     "p": 0.08391566574573517,
     "m": 1.0
    },
    {
     "p": 0.086429163813591,
     "m": 1.0
    },
    {
     "p": 0.10087377578020096,
     "m": 1.0
    },
    {
     "p": 0.11111373454332352,
     "m": 1.0
    },
    {
     "p": 0.04372568428516388,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 2.289653778076172,
   "val_loss": 1.0482233762741089,
   "acc": 64.52,
   "time": 303.4373770389939,
   "param": [
    {
     "p": 0.11448431760072708,
     "m": 1.0
    },
    {
     "p": 0.02170673757791519,
     "m": 1.0
    },
    {
     "p": 0.10350736230611801,
     "m": 1.0
    },
    {
     "p": 0.047461189329624176,
     "m": 1.0
    },
    {
     "p": 0.08170469105243683,
     "m": 1.0
    },
    {
     "p": 0.017068130895495415,
     "m": 1.0
    },
    {
     "p": 0.05993812531232834,
     "m": 1.0
    },
    {
     "p": 0.08708597719669342,
     "m": 1.0
    },
    {
     "p": 0.08626025170087814,
     "m": 1.0
    },
    {
     "p": 0.08556899428367615,
     "m": 1.0
    },
    {
     "p": 0.08200063556432724,
     "m": 1.0
    },
    {
     "p": 0.08768855780363083,
     "m": 1.0
    },
    {
     "p": 0.09633845835924149,
     "m": 1.0
    },
    {
     "p": 0.029186703264713287,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 2.0822134017944336,
   "val_loss": 1.1509525775909424,
   "acc": 61.57,
   "time": 285.4969634360168,
   "param": [
    {
     "p": 0.11175701767206192,
     "m": 1.0
    },
    {
     "p": 0.042855165898799896,
     "m": 1.0
    },
    {
     "p": 0.09387348592281342,
     "m": 1.0
    },
    {
     "p": 0.0563349649310112,
     "m": 1.0
    },
    {
     "p": 0.049805648624897,
     "m": 1.0
    },
    {
     "p": 0.026479024440050125,
     "m": 1.0
    },
    {
     "p": 0.07479385286569595,
     "m": 1.0
    },
    {
     "p": 0.05826571211218834,
     "m": 1.0
    },
    {
     "p": 0.08289261907339096,
     "m": 1.0
    },
    {
     "p": 0.09798070788383484,
     "m": 1.0
    },
    {
     "p": 0.06320659071207047,
     "m": 1.0
    },
    {
     "p": 0.08271092921495438,
     "m": 1.0
    },
    {
     "p": 0.11558488756418228,
     "m": 1.0
    },
    {
     "p": 0.043459340929985046,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 2.439730405807495,
   "val_loss": 0.9745235443115234,
   "acc": 63.75,
   "time": 330.9421691179741,
   "param": [
    {
     "p": 0.09793072193861008,
     "m": 1.0
    },
    {
     "p": 0.030283857136964798,
     "m": 1.0
    },
    {
     "p": 0.09405066072940826,
     "m": 1.0
    },
    {
     "p": 0.05978083983063698,
     "m": 1.0
    },
    {
     "p": 0.04435253515839577,
     "m": 1.0
    },
    {
     "p": 0.040979232639074326,
     "m": 1.0
    },
    {
     "p": 0.08662604540586472,
     "m": 1.0
    },
    {
     "p": 0.07032090425491333,
     "m": 1.0
    },
    {
     "p": 0.09101549535989761,
     "m": 1.0
    },
    {
     "p": 0.09817307442426682,
     "m": 1.0
    },
    {
     "p": 0.06755940616130829,
     "m": 1.0
    },
    {
     "p": 0.10480184853076935,
     "m": 1.0
    },
    {
     "p": 0.10412494093179703,
     "m": 1.0
    },
    {
     "p": 0.010000430047512054,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 2.114788055419922,
   "val_loss": 0.9792743921279907,
   "acc": 65.13,
   "time": 303.58769780094735,
   "param": [
    {
     "p": 0.1071840450167656,
     "m": 1.0
    },
    {
     "p": 0.034872449934482574,
     "m": 1.0
    },
    {
     "p": 0.09209515899419785,
     "m": 1.0
    },
    {
     "p": 0.08291854709386826,
     "m": 1.0
    },
    {
     "p": 0.06803414970636368,
     "m": 1.0
    },
    {
     "p": 0.03661152347922325,
     "m": 1.0
    },
    {
     "p": 0.06899767369031906,
     "m": 1.0
    },
    {
     "p": 0.05316353589296341,
     "m": 1.0
    },
    {
     "p": 0.06590446829795837,
     "m": 1.0
    },
    {
     "p": 0.08562882989645004,
     "m": 1.0
    },
    {
     "p": 0.08070550113916397,
     "m": 1.0
    },
    {
     "p": 0.08928714692592621,
     "m": 1.0
    },
    {
     "p": 0.09750707447528839,
     "m": 1.0
    },
    {
     "p": 0.03708986937999725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 2.0760467052459717,
   "val_loss": 0.9505457282066345,
   "acc": 65.94,
   "time": 289.4310724880779,
   "param": [
    {
     "p": 0.11005251109600067,
     "m": 1.0
    },
    {
     "p": 0.04151687026023865,
     "m": 1.0
    },
    {
     "p": 0.07659714668989182,
     "m": 1.0
    },
    {
     "p": 0.07850497961044312,
     "m": 1.0
    },
    {
     "p": 0.03571091592311859,
     "m": 1.0
    },
    {
     "p": 0.03591186925768852,
     "m": 1.0
    },
    {
     "p": 0.07548050582408905,
     "m": 1.0
    },
    {
     "p": 0.06466732919216156,
     "m": 1.0
    },
    {
     "p": 0.09029915928840637,
     "m": 1.0
    },
    {
     "p": 0.07722868025302887,
     "m": 1.0
    },
    {
     "p": 0.06894367188215256,
     "m": 1.0
    },
    {
     "p": 0.08079679310321808,
     "m": 1.0
    },
    {
     "p": 0.11343985795974731,
     "m": 1.0
    },
    {
     "p": 0.050849732011556625,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.4286314249038696,
   "val_loss": 0.9076210260391235,
   "acc": 65.16,
   "time": 303.7869974260684,
   "param": [
    {
     "p": 0.08356314897537231,
     "m": 1.0
    },
    {
     "p": 0.0337810218334198,
     "m": 1.0
    },
    {
     "p": 0.097229965031147,
     "m": 1.0
    },
    {
     "p": 0.06438279896974564,
     "m": 1.0
    },
    {
     "p": 0.09416355192661285,
     "m": 1.0
    },
    {
     "p": 0.019746962934732437,
     "m": 1.0
    },
    {
     "p": 0.09646685421466827,
     "m": 1.0
    },
    {
     "p": 0.06676845252513885,
     "m": 1.0
    },
    {
     "p": 0.07098136842250824,
     "m": 1.0
    },
    {
     "p": 0.05608996003866196,
     "m": 1.0
    },
    {
     "p": 0.06494574248790741,
     "m": 1.0
    },
    {
     "p": 0.09058268368244171,
     "m": 1.0
    },
    {
     "p": 0.12523971498012543,
     "m": 1.0
    },
    {
     "p": 0.03605777770280838,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 2.0009546279907227,
   "val_loss": 1.1407828330993652,
   "acc": 65.01,
   "time": 324.05244997597765,
   "param": [
    {
     "p": 0.09556646645069122,
     "m": 1.0
    },
    {
     "p": 0.005343369208276272,
     "m": 1.0
    },
    {
     "p": 0.10211700946092606,
     "m": 1.0
    },
    {
     "p": 0.06891366094350815,
     "m": 1.0
    },
    {
     "p": 0.04253930225968361,
     "m": 1.0
    },
    {
     "p": 0.04019352048635483,
     "m": 1.0
    },
    {
     "p": 0.08667436987161636,
     "m": 1.0
    },
    {
     "p": 0.08162529021501541,
     "m": 1.0
    },
    {
     "p": 0.07384588569402695,
     "m": 1.0
    },
    {
     "p": 0.09517062455415726,
     "m": 1.0
    },
    {
     "p": 0.09539617598056793,
     "m": 1.0
    },
    {
     "p": 0.07215049117803574,
     "m": 1.0
    },
    {
     "p": 0.09799156337976456,
     "m": 1.0
    },
    {
     "p": 0.04247228801250458,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.8002973794937134,
   "val_loss": 0.9338791966438293,
   "acc": 66.0,
   "time": 299.4898183690384,
   "param": [
    {
     "p": 0.10853567719459534,
     "m": 1.0
    },
    {
     "p": 0.03830300644040108,
     "m": 1.0
    },
    {
     "p": 0.0886518657207489,
     "m": 1.0
    },
    {
     "p": 0.06223205104470253,
     "m": 1.0
    },
    {
     "p": 0.07032524794340134,
     "m": 1.0
    },
    {
     "p": 0.04661136865615845,
     "m": 1.0
    },
    {
     "p": 0.0873219296336174,
     "m": 1.0
    },
    {
     "p": 0.06146322935819626,
     "m": 1.0
    },
    {
     "p": 0.09852109849452972,
     "m": 1.0
    },
    {
     "p": 0.09175977110862732,
     "m": 1.0
    },
    {
     "p": 0.06138011813163757,
     "m": 1.0
    },
    {
     "p": 0.07623181492090225,
     "m": 1.0
    },
    {
     "p": 0.08776092529296875,
     "m": 1.0
    },
    {
     "p": 0.020901920273900032,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 2.0892603397369385,
   "val_loss": 0.9297788739204407,
   "acc": 66.08,
   "time": 295.6309582849499,
   "param": [
    {
     "p": 0.106665700674057,
     "m": 1.0
    },
    {
     "p": 0.06931771337985992,
     "m": 1.0
    },
    {
     "p": 0.10430193692445755,
     "m": 1.0
    },
    {
     "p": 0.03441093862056732,
     "m": 1.0
    },
    {
     "p": 0.05325990915298462,
     "m": 1.0
    },
    {
     "p": 0.06336203217506409,
     "m": 1.0
    },
    {
     "p": 0.08333887159824371,
     "m": 1.0
    },
    {
     "p": 0.05866743251681328,
     "m": 1.0
    },
    {
     "p": 0.0670490488409996,
     "m": 1.0
    },
    {
     "p": 0.07186058908700943,
     "m": 1.0
    },
    {
     "p": 0.03533748537302017,
     "m": 1.0
    },
    {
     "p": 0.09671881049871445,
     "m": 1.0
    },
    {
     "p": 0.1162436306476593,
     "m": 1.0
    },
    {
     "p": 0.039465952664613724,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.5950689315795898,
   "val_loss": 1.106958270072937,
   "acc": 66.64,
   "time": 333.743884401978,
   "param": [
    {
     "p": 0.093449167907238,
     "m": 1.0
    },
    {
     "p": 0.04310450330376625,
     "m": 1.0
    },
    {
     "p": 0.09846270829439163,
     "m": 1.0
    },
    {
     "p": 0.0590239055454731,
     "m": 1.0
    },
    {
     "p": 0.044428203254938126,
     "m": 1.0
    },
    {
     "p": 0.03750256076455116,
     "m": 1.0
    },
    {
     "p": 0.08577613532543182,
     "m": 1.0
    },
    {
     "p": 0.06754568964242935,
     "m": 1.0
    },
    {
     "p": 0.07296741008758545,
     "m": 1.0
    },
    {
     "p": 0.08305063843727112,
     "m": 1.0
    },
    {
     "p": 0.06487300992012024,
     "m": 1.0
    },
    {
     "p": 0.09626934677362442,
     "m": 1.0
    },
    {
     "p": 0.10868681222200394,
     "m": 1.0
    },
    {
     "p": 0.044859979301691055,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 2.1684176921844482,
   "val_loss": 0.9482541680335999,
   "acc": 66.78,
   "time": 318.9529431130504,
   "param": [
    {
     "p": 0.08560097217559814,
     "m": 1.0
    },
    {
     "p": 0.04816470667719841,
     "m": 1.0
    },
    {
     "p": 0.06378190964460373,
     "m": 1.0
    },
    {
     "p": 0.05879851058125496,
     "m": 1.0
    },
    {
     "p": 0.06213953346014023,
     "m": 1.0
    },
    {
     "p": 0.049536675214767456,
     "m": 1.0
    },
    {
     "p": 0.10528309643268585,
     "m": 1.0
    },
    {
     "p": 0.062128759920597076,
     "m": 1.0
    },
    {
     "p": 0.06662160903215408,
     "m": 1.0
    },
    {
     "p": 0.09146907180547714,
     "m": 1.0
    },
    {
     "p": 0.07030420005321503,
     "m": 1.0
    },
    {
     "p": 0.08664224296808243,
     "m": 1.0
    },
    {
     "p": 0.11728595197200775,
     "m": 1.0
    },
    {
     "p": 0.03224281594157219,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.9975204467773438,
   "val_loss": 1.0082789659500122,
   "acc": 67.9,
   "time": 313.8293838390382,
   "param": [
    {
     "p": 0.10312196612358093,
     "m": 1.0
    },
    {
     "p": 0.036485545337200165,
     "m": 1.0
    },
    {
     "p": 0.09467512369155884,
     "m": 1.0
    },
    {
     "p": 0.062340717762708664,
     "m": 1.0
    },
    {
     "p": 0.03754039108753204,
     "m": 1.0
    },
    {
     "p": 0.048838112503290176,
     "m": 1.0
    },
    {
     "p": 0.0873030349612236,
     "m": 1.0
    },
    {
     "p": 0.07399959117174149,
     "m": 1.0
    },
    {
     "p": 0.062639519572258,
     "m": 1.0
    },
    {
     "p": 0.06273259967565536,
     "m": 1.0
    },
    {
     "p": 0.08193527907133102,
     "m": 1.0
    },
    {
     "p": 0.08890509605407715,
     "m": 1.0
    },
    {
     "p": 0.10523276776075363,
     "m": 1.0
    },
    {
     "p": 0.05425017699599266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.6102162599563599,
   "val_loss": 1.1465777158737183,
   "acc": 64.76,
   "time": 290.6537766850088,
   "param": [
    {
     "p": 0.09998412430286407,
     "m": 1.0
    },
    {
     "p": 0.02188851125538349,
     "m": 1.0
    },
    {
     "p": 0.09870795160531998,
     "m": 1.0
    },
    {
     "p": 0.06471538543701172,
     "m": 1.0
    },
    {
     "p": 0.004756692796945572,
     "m": 1.0
    },
    {
     "p": 0.06413645297288895,
     "m": 1.0
    },
    {
     "p": 0.07717888802289963,
     "m": 1.0
    },
    {
     "p": 0.08435163646936417,
     "m": 1.0
    },
    {
     "p": 0.05615602061152458,
     "m": 1.0
    },
    {
     "p": 0.0945432186126709,
     "m": 1.0
    },
    {
     "p": 0.06222830340266228,
     "m": 1.0
    },
    {
     "p": 0.12357798218727112,
     "m": 1.0
    },
    {
     "p": 0.08405996114015579,
     "m": 1.0
    },
    {
     "p": 0.06371483951807022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.790664553642273,
   "val_loss": 0.8641547560691833,
   "acc": 67.36,
   "time": 298.879677703022,
   "param": [
    {
     "p": 0.08562295883893967,
     "m": 1.0
    },
    {
     "p": 0.0450657457113266,
     "m": 1.0
    },
    {
     "p": 0.10347236692905426,
     "m": 1.0
    },
    {
     "p": 0.06896430253982544,
     "m": 1.0
    },
    {
     "p": 0.06482645869255066,
     "m": 1.0
    },
    {
     "p": 0.0711326152086258,
     "m": 1.0
    },
    {
     "p": 0.0846518948674202,
     "m": 1.0
    },
    {
     "p": 0.07701119780540466,
     "m": 1.0
    },
    {
     "p": 0.07488463819026947,
     "m": 1.0
    },
    {
     "p": 0.07557961344718933,
     "m": 1.0
    },
    {
     "p": 0.07774417847394943,
     "m": 1.0
    },
    {
     "p": 0.06288474798202515,
     "m": 1.0
    },
    {
     "p": 0.08367517590522766,
     "m": 1.0
    },
    {
     "p": 0.024484209716320038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.5078647136688232,
   "val_loss": 0.9458630084991455,
   "acc": 67.42,
   "time": 290.23494278499857,
   "param": [
    {
     "p": 0.10437473654747009,
     "m": 1.0
    },
    {
     "p": 0.03950819745659828,
     "m": 1.0
    },
    {
     "p": 0.10833115130662918,
     "m": 1.0
    },
    {
     "p": 0.05421704798936844,
     "m": 1.0
    },
    {
     "p": 0.04053017124533653,
     "m": 1.0
    },
    {
     "p": 0.044596023857593536,
     "m": 1.0
    },
    {
     "p": 0.0889531672000885,
     "m": 1.0
    },
    {
     "p": 0.05342832952737808,
     "m": 1.0
    },
    {
     "p": 0.07573602348566055,
     "m": 1.0
    },
    {
     "p": 0.08397280424833298,
     "m": 1.0
    },
    {
     "p": 0.07303616404533386,
     "m": 1.0
    },
    {
     "p": 0.07459331303834915,
     "m": 1.0
    },
    {
     "p": 0.1074845939874649,
     "m": 1.0
    },
    {
     "p": 0.051238302141427994,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.7672202587127686,
   "val_loss": 0.9498008489608765,
   "acc": 67.76,
   "time": 302.1442166410852,
   "param": [
    {
     "p": 0.11430269479751587,
     "m": 1.0
    },
    {
     "p": 0.04295039921998978,
     "m": 1.0
    },
    {
     "p": 0.08517657220363617,
     "m": 1.0
    },
    {
     "p": 0.0841408371925354,
     "m": 1.0
    },
    {
     "p": 0.06456893682479858,
     "m": 1.0
    },
    {
     "p": 0.029864616692066193,
     "m": 1.0
    },
    {
     "p": 0.0685194805264473,
     "m": 1.0
    },
    {
     "p": 0.0561881884932518,
     "m": 1.0
    },
    {
     "p": 0.07793131470680237,
     "m": 1.0
    },
    {
     "p": 0.08150441199541092,
     "m": 1.0
    },
    {
     "p": 0.09065321087837219,
     "m": 1.0
    },
    {
     "p": 0.07463406026363373,
     "m": 1.0
    },
    {
     "p": 0.09867628663778305,
     "m": 1.0
    },
    {
     "p": 0.03088896907866001,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.010246515274048,
   "val_loss": 0.9490651488304138,
   "acc": 68.92,
   "time": 312.1086443630047,
   "param": [
    {
     "p": 0.09426379203796387,
     "m": 1.0
    },
    {
     "p": 0.02171088382601738,
     "m": 1.0
    },
    {
     "p": 0.09343332052230835,
     "m": 1.0
    },
    {
     "p": 0.07014100253582001,
     "m": 1.0
    },
    {
     "p": 0.059188634157180786,
     "m": 1.0
    },
    {
     "p": 0.03679802268743515,
     "m": 1.0
    },
    {
     "p": 0.07606738060712814,
     "m": 1.0
    },
    {
     "p": 0.0689801424741745,
     "m": 1.0
    },
    {
     "p": 0.08044583350419998,
     "m": 1.0
    },
    {
     "p": 0.09188634902238846,
     "m": 1.0
    },
    {
     "p": 0.07120198756456375,
     "m": 1.0
    },
    {
     "p": 0.08838742971420288,
     "m": 1.0
    },
    {
     "p": 0.10105449706315994,
     "m": 1.0
    },
    {
     "p": 0.04644062742590904,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.7062370777130127,
   "val_loss": 0.901618242263794,
   "acc": 67.38,
   "time": 311.43636463896837,
   "param": [
    {
     "p": 0.09783846139907837,
     "m": 1.0
    },
    {
     "p": 0.01577557437121868,
     "m": 1.0
    },
    {
     "p": 0.06842020899057388,
     "m": 1.0
    },
    {
     "p": 0.08297505974769592,
     "m": 1.0
    },
    {
     "p": 0.054467517882585526,
     "m": 1.0
    },
    {
     "p": 0.061669379472732544,
     "m": 1.0
    },
    {
     "p": 0.07197631895542145,
     "m": 1.0
    },
    {
     "p": 0.07488808780908585,
     "m": 1.0
    },
    {
     "p": 0.0809302031993866,
     "m": 1.0
    },
    {
     "p": 0.0670323297381401,
     "m": 1.0
    },
    {
     "p": 0.0585315003991127,
     "m": 1.0
    },
    {
     "p": 0.09164050966501236,
     "m": 1.0
    },
    {
     "p": 0.11240183562040329,
     "m": 1.0
    },
    {
     "p": 0.06145300343632698,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.3635010719299316,
   "val_loss": 0.9703117609024048,
   "acc": 67.99,
   "time": 311.6671199700795,
   "param": [
    {
     "p": 0.10355571657419205,
     "m": 1.0
    },
    {
     "p": 0.019942687824368477,
     "m": 1.0
    },
    {
     "p": 0.08477920293807983,
     "m": 1.0
    },
    {
     "p": 0.0744761973619461,
     "m": 1.0
    },
    {
     "p": 0.08190912008285522,
     "m": 1.0
    },
    {
     "p": 0.05260636657476425,
     "m": 1.0
    },
    {
     "p": 0.05591650679707527,
     "m": 1.0
    },
    {
     "p": 0.07565558701753616,
     "m": 1.0
    },
    {
     "p": 0.06883032619953156,
     "m": 1.0
    },
    {
     "p": 0.07518026977777481,
     "m": 1.0
    },
    {
     "p": 0.07893919199705124,
     "m": 1.0
    },
    {
     "p": 0.10220679640769958,
     "m": 1.0
    },
    {
     "p": 0.07262199372053146,
     "m": 1.0
    },
    {
     "p": 0.05338000878691673,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.4191282987594604,
   "val_loss": 0.9283628463745117,
   "acc": 67.68,
   "time": 315.00492434599437,
   "param": [
    {
     "p": 0.08930818736553192,
     "m": 1.0
    },
    {
     "p": 0.0414428673684597,
     "m": 1.0
    },
    {
     "p": 0.09924785792827606,
     "m": 1.0
    },
    {
     "p": 0.04812661558389664,
     "m": 1.0
    },
    {
     "p": 0.045022089034318924,
     "m": 1.0
    },
    {
     "p": 0.04081248864531517,
     "m": 1.0
    },
    {
     "p": 0.07930835336446762,
     "m": 1.0
    },
    {
     "p": 0.05227656662464142,
     "m": 1.0
    },
    {
     "p": 0.1071157157421112,
     "m": 1.0
    },
    {
     "p": 0.08012335002422333,
     "m": 1.0
    },
    {
     "p": 0.08642420172691345,
     "m": 1.0
    },
    {
     "p": 0.07766188681125641,
     "m": 1.0
    },
    {
     "p": 0.09755043685436249,
     "m": 1.0
    },
    {
     "p": 0.05557931959629059,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.6204736232757568,
   "val_loss": 0.8418615460395813,
   "acc": 68.43,
   "time": 324.98088006698526,
   "param": [
    {
     "p": 0.10060987621545792,
     "m": 1.0
    },
    {
     "p": 0.02894696220755577,
     "m": 1.0
    },
    {
     "p": 0.09183699637651443,
     "m": 1.0
    },
    {
     "p": 0.05778020620346069,
     "m": 1.0
    },
    {
     "p": 0.04834649711847305,
     "m": 1.0
    },
    {
     "p": 0.016884416341781616,
     "m": 1.0
    },
    {
     "p": 0.07691489905118942,
     "m": 1.0
    },
    {
     "p": 0.0717860609292984,
     "m": 1.0
    },
    {
     "p": 0.08204138278961182,
     "m": 1.0
    },
    {
     "p": 0.10023120790719986,
     "m": 1.0
    },
    {
     "p": 0.09366994351148605,
     "m": 1.0
    },
    {
     "p": 0.08277145028114319,
     "m": 1.0
    },
    {
     "p": 0.08586403727531433,
     "m": 1.0
    },
    {
     "p": 0.062316056340932846,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 2.0193567276000977,
   "val_loss": 0.941957414150238,
   "acc": 68.53,
   "time": 301.42082843591925,
   "param": [
    {
     "p": 0.10767895728349686,
     "m": 1.0
    },
    {
     "p": 0.042167577892541885,
     "m": 1.0
    },
    {
     "p": 0.08024639636278152,
     "m": 1.0
    },
    {
     "p": 0.07650590687990189,
     "m": 1.0
    },
    {
     "p": 0.03185872361063957,
     "m": 1.0
    },
    {
     "p": 0.05713404715061188,
     "m": 1.0
    },
    {
     "p": 0.09676335752010345,
     "m": 1.0
    },
    {
     "p": 0.044579844921827316,
     "m": 1.0
    },
    {
     "p": 0.07556644827127457,
     "m": 1.0
    },
    {
     "p": 0.09326250851154327,
     "m": 1.0
    },
    {
     "p": 0.057192910462617874,
     "m": 1.0
    },
    {
     "p": 0.11275693774223328,
     "m": 1.0
    },
    {
     "p": 0.09053029865026474,
     "m": 1.0
    },
    {
     "p": 0.03375609219074249,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.4362422227859497,
   "val_loss": 0.921969473361969,
   "acc": 67.71,
   "time": 302.3287207040703,
   "param": [
    {
     "p": 0.0895458459854126,
     "m": 1.0
    },
    {
     "p": 0.04755749925971031,
     "m": 1.0
    },
    {
     "p": 0.08687656372785568,
     "m": 1.0
    },
    {
     "p": 0.0784769356250763,
     "m": 1.0
    },
    {
     "p": 0.06618349254131317,
     "m": 1.0
    },
    {
     "p": 0.0479864701628685,
     "m": 1.0
    },
    {
     "p": 0.0972260981798172,
     "m": 1.0
    },
    {
     "p": 0.05611678957939148,
     "m": 1.0
    },
    {
     "p": 0.0816488265991211,
     "m": 1.0
    },
    {
     "p": 0.0592406764626503,
     "m": 1.0
    },
    {
     "p": 0.08381904661655426,
     "m": 1.0
    },
    {
     "p": 0.07406061142683029,
     "m": 1.0
    },
    {
     "p": 0.06979857385158539,
     "m": 1.0
    },
    {
     "p": 0.061462536454200745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.5024025440216064,
   "val_loss": 0.9328732490539551,
   "acc": 68.44,
   "time": 315.51897309999913,
   "param": [
    {
     "p": 0.09500980377197266,
     "m": 1.0
    },
    {
     "p": 0.05227189511060715,
     "m": 1.0
    },
    {
     "p": 0.08762156218290329,
     "m": 1.0
    },
    {
     "p": 0.07376771420240402,
     "m": 1.0
    },
    {
     "p": 0.05323879420757294,
     "m": 1.0
    },
    {
     "p": 0.050361279398202896,
     "m": 1.0
    },
    {
     "p": 0.08146189153194427,
     "m": 1.0
    },
    {
     "p": 0.053736940026283264,
     "m": 1.0
    },
    {
     "p": 0.06257914751768112,
     "m": 1.0
    },
    {
     "p": 0.08477801084518433,
     "m": 1.0
    },
    {
     "p": 0.07609289139509201,
     "m": 1.0
    },
    {
     "p": 0.09128130972385406,
     "m": 1.0
    },
    {
     "p": 0.07937710732221603,
     "m": 1.0
    },
    {
     "p": 0.05842162296175957,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.5494686365127563,
   "val_loss": 0.9105201363563538,
   "acc": 68.64,
   "time": 332.32352475402877,
   "param": [
    {
     "p": 0.0919184610247612,
     "m": 1.0
    },
    {
     "p": 0.031659722328186035,
     "m": 1.0
    },
    {
     "p": 0.09170493483543396,
     "m": 1.0
    },
    {
     "p": 0.06392744928598404,
     "m": 1.0
    },
    {
     "p": 0.08354885131120682,
     "m": 1.0
    },
    {
     "p": 0.0731271281838417,
     "m": 1.0
    },
    {
     "p": 0.07146428525447845,
     "m": 1.0
    },
    {
     "p": 0.08398335427045822,
     "m": 1.0
    },
    {
     "p": 0.05636391416192055,
     "m": 1.0
    },
    {
     "p": 0.07060611993074417,
     "m": 1.0
    },
    {
     "p": 0.08091774582862854,
     "m": 1.0
    },
    {
     "p": 0.09867246448993683,
     "m": 1.0
    },
    {
     "p": 0.08278270810842514,
     "m": 1.0
    },
    {
     "p": 0.01932292804121971,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.5632941722869873,
   "val_loss": 1.0479882955551147,
   "acc": 68.46,
   "time": 300.9141945679439,
   "param": [
    {
     "p": 0.09895723313093185,
     "m": 1.0
    },
    {
     "p": 0.030039023607969284,
     "m": 1.0
    },
    {
     "p": 0.08676059544086456,
     "m": 1.0
    },
    {
     "p": 0.0543270967900753,
     "m": 1.0
    },
    {
     "p": 0.053906504064798355,
     "m": 1.0
    },
    {
     "p": 0.05754965543746948,
     "m": 1.0
    },
    {
     "p": 0.08660832047462463,
     "m": 1.0
    },
    {
     "p": 0.07706734538078308,
     "m": 1.0
    },
    {
     "p": 0.09519428014755249,
     "m": 1.0
    },
    {
     "p": 0.08029289543628693,
     "m": 1.0
    },
    {
     "p": 0.08277926594018936,
     "m": 1.0
    },
    {
     "p": 0.07080258429050446,
     "m": 1.0
    },
    {
     "p": 0.07963057607412338,
     "m": 1.0
    },
    {
     "p": 0.04608463868498802,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.4890133142471313,
   "val_loss": 0.8624802827835083,
   "acc": 69.42,
   "time": 282.64429248997476,
   "param": [
    {
     "p": 0.09336491674184799,
     "m": 1.0
    },
    {
     "p": 0.02396046556532383,
     "m": 1.0
    },
    {
     "p": 0.07037726789712906,
     "m": 1.0
    },
    {
     "p": 0.06863970309495926,
     "m": 1.0
    },
    {
     "p": 0.0553315132856369,
     "m": 1.0
    },
    {
     "p": 0.04071370139718056,
     "m": 1.0
    },
    {
     "p": 0.08670148998498917,
     "m": 1.0
    },
    {
     "p": 0.07005315274000168,
     "m": 1.0
    },
    {
     "p": 0.08543191105127335,
     "m": 1.0
    },
    {
     "p": 0.09137863665819168,
     "m": 1.0
    },
    {
     "p": 0.07111264765262604,
     "m": 1.0
    },
    {
     "p": 0.07634226232767105,
     "m": 1.0
    },
    {
     "p": 0.09372957050800323,
     "m": 1.0
    },
    {
     "p": 0.07286281883716583,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.424498438835144,
   "val_loss": 0.8149006962776184,
   "acc": 69.74,
   "time": 310.77410616504494,
   "param": [
    {
     "p": 0.09681876003742218,
     "m": 1.0
    },
    {
     "p": 0.021281730383634567,
     "m": 1.0
    },
    {
     "p": 0.08460772782564163,
     "m": 1.0
    },
    {
     "p": 0.07265747338533401,
     "m": 1.0
    },
    {
     "p": 0.06706052273511887,
     "m": 1.0
    },
    {
     "p": 0.025848040357232094,
     "m": 1.0
    },
    {
     "p": 0.0776587501168251,
     "m": 1.0
    },
    {
     "p": 0.06908020377159119,
     "m": 1.0
    },
    {
     "p": 0.08547325432300568,
     "m": 1.0
    },
    {
     "p": 0.08546864241361618,
     "m": 1.0
    },
    {
     "p": 0.0750110000371933,
     "m": 1.0
    },
    {
     "p": 0.09457764029502869,
     "m": 1.0
    },
    {
     "p": 0.09914947301149368,
     "m": 1.0
    },
    {
     "p": 0.045306749641895294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.5311756134033203,
   "val_loss": 0.9374457001686096,
   "acc": 68.16,
   "time": 297.57914441497996,
   "param": [
    {
     "p": 0.0801544040441513,
     "m": 1.0
    },
    {
     "p": 0.061289794743061066,
     "m": 1.0
    },
    {
     "p": 0.11879894137382507,
     "m": 1.0
    },
    {
     "p": 0.06683087348937988,
     "m": 1.0
    },
    {
     "p": 0.057347092777490616,
     "m": 1.0
    },
    {
     "p": 0.06624086946249008,
     "m": 1.0
    },
    {
     "p": 0.05142240971326828,
     "m": 1.0
    },
    {
     "p": 0.013667373917996883,
     "m": 1.0
    },
    {
     "p": 0.09061291813850403,
     "m": 1.0
    },
    {
     "p": 0.08887488394975662,
     "m": 1.0
    },
    {
     "p": 0.05556905269622803,
     "m": 1.0
    },
    {
     "p": 0.08673922717571259,
     "m": 1.0
    },
    {
     "p": 0.0910491868853569,
     "m": 1.0
    },
    {
     "p": 0.07140297442674637,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.5421066284179688,
   "val_loss": 0.9760154485702515,
   "acc": 69.18,
   "time": 317.1745964990696,
   "param": [
    {
     "p": 0.09665359556674957,
     "m": 1.0
    },
    {
     "p": 0.04548897594213486,
     "m": 1.0
    },
    {
     "p": 0.09903914481401443,
     "m": 1.0
    },
    {
     "p": 0.06773471087217331,
     "m": 1.0
    },
    {
     "p": 0.05276082083582878,
     "m": 1.0
    },
    {
     "p": 0.07102281600236893,
     "m": 1.0
    },
    {
     "p": 0.06502664089202881,
     "m": 1.0
    },
    {
     "p": 0.05186370015144348,
     "m": 1.0
    },
    {
     "p": 0.07290671765804291,
     "m": 1.0
    },
    {
     "p": 0.08879480510950089,
     "m": 1.0
    },
    {
     "p": 0.05368032306432724,
     "m": 1.0
    },
    {
     "p": 0.08390821516513824,
     "m": 1.0
    },
    {
     "p": 0.08605094999074936,
     "m": 1.0
    },
    {
     "p": 0.06506868451833725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.68000328540802,
   "val_loss": 0.9010531902313232,
   "acc": 69.17,
   "time": 294.9559594220482,
   "param": [
    {
     "p": 0.07501847296953201,
     "m": 1.0
    },
    {
     "p": 0.040453165769577026,
     "m": 1.0
    },
    {
     "p": 0.10543062537908554,
     "m": 1.0
    },
    {
     "p": 0.056296251714229584,
     "m": 1.0
    },
    {
     "p": 0.06035467982292175,
     "m": 1.0
    },
    {
     "p": 0.06217414513230324,
     "m": 1.0
    },
    {
     "p": 0.08191221207380295,
     "m": 1.0
    },
    {
     "p": 0.07101596891880035,
     "m": 1.0
    },
    {
     "p": 0.07411068677902222,
     "m": 1.0
    },
    {
     "p": 0.07433021068572998,
     "m": 1.0
    },
    {
     "p": 0.07767368853092194,
     "m": 1.0
    },
    {
     "p": 0.08538927137851715,
     "m": 1.0
    },
    {
     "p": 0.08078636974096298,
     "m": 1.0
    },
    {
     "p": 0.0550541989505291,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.6809409856796265,
   "val_loss": 0.9891927242279053,
   "acc": 69.26,
   "time": 306.80118515808135,
   "param": [
    {
     "p": 0.09497722238302231,
     "m": 1.0
    },
    {
     "p": 0.04966382682323456,
     "m": 1.0
    },
    {
     "p": 0.07737142592668533,
     "m": 1.0
    },
    {
     "p": 0.08708205819129944,
     "m": 1.0
    },
    {
     "p": 0.06076354160904884,
     "m": 1.0
    },
    {
     "p": 0.05174752697348595,
     "m": 1.0
    },
    {
     "p": 0.06340856850147247,
     "m": 1.0
    },
    {
     "p": 0.06621628254652023,
     "m": 1.0
    },
    {
     "p": 0.08259566873311996,
     "m": 1.0
    },
    {
     "p": 0.08561939001083374,
     "m": 1.0
    },
    {
     "p": 0.07662922143936157,
     "m": 1.0
    },
    {
     "p": 0.07624896615743637,
     "m": 1.0
    },
    {
     "p": 0.06559716910123825,
     "m": 1.0
    },
    {
     "p": 0.06207909435033798,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.5050125122070312,
   "val_loss": 0.920056164264679,
   "acc": 69.69,
   "time": 300.39478517102543,
   "param": [
    {
     "p": 0.07973701506853104,
     "m": 1.0
    },
    {
     "p": 0.059839509427547455,
     "m": 1.0
    },
    {
     "p": 0.09784864634275436,
     "m": 1.0
    },
    {
     "p": 0.08156944811344147,
     "m": 1.0
    },
    {
     "p": 0.043675947934389114,
     "m": 1.0
    },
    {
     "p": 0.036800894886255264,
     "m": 1.0
    },
    {
     "p": 0.07931169867515564,
     "m": 1.0
    },
    {
     "p": 0.05720473453402519,
     "m": 1.0
    },
    {
     "p": 0.07995825260877609,
     "m": 1.0
    },
    {
     "p": 0.07123228162527084,
     "m": 1.0
    },
    {
     "p": 0.08204665780067444,
     "m": 1.0
    },
    {
     "p": 0.08770860731601715,
     "m": 1.0
    },
    {
     "p": 0.09149095416069031,
     "m": 1.0
    },
    {
     "p": 0.05157534405589104,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.7642335891723633,
   "val_loss": 0.987606942653656,
   "acc": 69.72,
   "time": 301.5088282059878,
   "param": [
    {
     "p": 0.06905520707368851,
     "m": 1.0
    },
    {
     "p": 0.05966304615139961,
     "m": 1.0
    },
    {
     "p": 0.1014527827501297,
     "m": 1.0
    },
    {
     "p": 0.07453208416700363,
     "m": 1.0
    },
    {
     "p": 0.054982032626867294,
     "m": 1.0
    },
    {
     "p": 0.057273849844932556,
     "m": 1.0
    },
    {
     "p": 0.08456145972013474,
     "m": 1.0
    },
    {
     "p": 0.03589507192373276,
     "m": 1.0
    },
    {
     "p": 0.08022745698690414,
     "m": 1.0
    },
    {
     "p": 0.07907715439796448,
     "m": 1.0
    },
    {
     "p": 0.07944993674755096,
     "m": 1.0
    },
    {
     "p": 0.08352278172969818,
     "m": 1.0
    },
    {
     "p": 0.08166809380054474,
     "m": 1.0
    },
    {
     "p": 0.058639004826545715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.5592774152755737,
   "val_loss": 0.8832772970199585,
   "acc": 69.84,
   "time": 301.0612552079838,
   "param": [
    {
     "p": 0.08572068065404892,
     "m": 1.0
    },
    {
     "p": 0.028528058901429176,
     "m": 1.0
    },
    {
     "p": 0.0910097062587738,
     "m": 1.0
    },
    {
     "p": 0.05297034606337547,
     "m": 1.0
    },
    {
     "p": 0.02216084487736225,
     "m": 1.0
    },
    {
     "p": 0.046414416283369064,
     "m": 1.0
    },
    {
     "p": 0.08995445817708969,
     "m": 1.0
    },
    {
     "p": 0.07441800087690353,
     "m": 1.0
    },
    {
     "p": 0.09058333933353424,
     "m": 1.0
    },
    {
     "p": 0.08503011614084244,
     "m": 1.0
    },
    {
     "p": 0.08712174743413925,
     "m": 1.0
    },
    {
     "p": 0.09512551873922348,
     "m": 1.0
    },
    {
     "p": 0.08217301219701767,
     "m": 1.0
    },
    {
     "p": 0.06878965348005295,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.5418280363082886,
   "val_loss": 0.9737213253974915,
   "acc": 70.02,
   "time": 299.4801452399697,
   "param": [
    {
     "p": 0.0916280671954155,
     "m": 1.0
    },
    {
     "p": 0.032983068376779556,
     "m": 1.0
    },
    {
     "p": 0.09025825560092926,
     "m": 1.0
    },
    {
     "p": 0.06942220032215118,
     "m": 1.0
    },
    {
     "p": 0.043139658868312836,
     "m": 1.0
    },
    {
     "p": 0.05758175253868103,
     "m": 1.0
    },
    {
     "p": 0.09289532154798508,
     "m": 1.0
    },
    {
     "p": 0.08308211714029312,
     "m": 1.0
    },
    {
     "p": 0.07032638788223267,
     "m": 1.0
    },
    {
     "p": 0.09090648591518402,
     "m": 1.0
    },
    {
     "p": 0.08741079270839691,
     "m": 1.0
    },
    {
     "p": 0.08181898295879364,
     "m": 1.0
    },
    {
     "p": 0.07244215160608292,
     "m": 1.0
    },
    {
     "p": 0.03610469773411751,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.4403494596481323,
   "val_loss": 0.984889030456543,
   "acc": 70.03,
   "time": 306.4599156350596,
   "param": [
    {
     "p": 0.07650193572044373,
     "m": 1.0
    },
    {
     "p": 0.05142443999648094,
     "m": 1.0
    },
    {
     "p": 0.08873533457517624,
     "m": 1.0
    },
    {
     "p": 0.06717517226934433,
     "m": 1.0
    },
    {
     "p": 0.0630272924900055,
     "m": 1.0
    },
    {
     "p": 0.04916200414299965,
     "m": 1.0
    },
    {
     "p": 0.07644385099411011,
     "m": 1.0
    },
    {
     "p": 0.07326488196849823,
     "m": 1.0
    },
    {
     "p": 0.09117934107780457,
     "m": 1.0
    },
    {
     "p": 0.06602264940738678,
     "m": 1.0
    },
    {
     "p": 0.06515433639287949,
     "m": 1.0
    },
    {
     "p": 0.08681035041809082,
     "m": 1.0
    },
    {
     "p": 0.07994401454925537,
     "m": 1.0
    },
    {
     "p": 0.06515441834926605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.5956732034683228,
   "val_loss": 0.8555124998092651,
   "acc": 70.38,
   "time": 302.08741009794176,
   "param": [
    {
     "p": 0.09332691878080368,
     "m": 1.0
    },
    {
     "p": 0.059323929250240326,
     "m": 1.0
    },
    {
     "p": 0.09153983741998672,
     "m": 1.0
    },
    {
     "p": 0.0813012644648552,
     "m": 1.0
    },
    {
     "p": 0.05729622766375542,
     "m": 1.0
    },
    {
     "p": 0.06652845442295074,
     "m": 1.0
    },
    {
     "p": 0.07116290926933289,
     "m": 1.0
    },
    {
     "p": 0.04973209649324417,
     "m": 1.0
    },
    {
     "p": 0.09596704691648483,
     "m": 1.0
    },
    {
     "p": 0.058263007551431656,
     "m": 1.0
    },
    {
     "p": 0.06025029346346855,
     "m": 1.0
    },
    {
     "p": 0.07532135397195816,
     "m": 1.0
    },
    {
     "p": 0.0879426971077919,
     "m": 1.0
    },
    {
     "p": 0.05204402655363083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.7645102739334106,
   "val_loss": 0.9671684503555298,
   "acc": 70.05,
   "time": 322.7612903380068,
   "param": [
    {
     "p": 0.08733917027711868,
     "m": 1.0
    },
    {
     "p": 0.02922716736793518,
     "m": 1.0
    },
    {
     "p": 0.09887273609638214,
     "m": 1.0
    },
    {
     "p": 0.06252879649400711,
     "m": 1.0
    },
    {
     "p": 0.05159219726920128,
     "m": 1.0
    },
    {
     "p": 0.058387987315654755,
     "m": 1.0
    },
    {
     "p": 0.05919608846306801,
     "m": 1.0
    },
    {
     "p": 0.07467268407344818,
     "m": 1.0
    },
    {
     "p": 0.09810434281826019,
     "m": 1.0
    },
    {
     "p": 0.07228458672761917,
     "m": 1.0
    },
    {
     "p": 0.07881515473127365,
     "m": 1.0
    },
    {
     "p": 0.06240836903452873,
     "m": 1.0
    },
    {
     "p": 0.10417255759239197,
     "m": 1.0
    },
    {
     "p": 0.06239817291498184,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.4620277881622314,
   "val_loss": 0.8125312328338623,
   "acc": 68.99,
   "time": 312.90546688903123,
   "param": [
    {
     "p": 0.09897685050964355,
     "m": 1.0
    },
    {
     "p": 0.0536530539393425,
     "m": 1.0
    },
    {
     "p": 0.08871950209140778,
     "m": 1.0
    },
    {
     "p": 0.07688543945550919,
     "m": 1.0
    },
    {
     "p": 0.059950683265924454,
     "m": 1.0
    },
    {
     "p": 0.06311948597431183,
     "m": 1.0
    },
    {
     "p": 0.07113376259803772,
     "m": 1.0
    },
    {
     "p": 0.07549834996461868,
     "m": 1.0
    },
    {
     "p": 0.06916995346546173,
     "m": 1.0
    },
    {
     "p": 0.07440780848264694,
     "m": 1.0
    },
    {
     "p": 0.07301807403564453,
     "m": 1.0
    },
    {
     "p": 0.08474148064851761,
     "m": 1.0
    },
    {
     "p": 0.07498805224895477,
     "m": 1.0
    },
    {
     "p": 0.035737428814172745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.6857075691223145,
   "val_loss": 0.8678977489471436,
   "acc": 69.61,
   "time": 308.36775500595104,
   "param": [
    {
     "p": 0.07830870151519775,
     "m": 1.0
    },
    {
     "p": 0.06325937807559967,
     "m": 1.0
    },
    {
     "p": 0.09420041739940643,
     "m": 1.0
    },
    {
     "p": 0.05593632906675339,
     "m": 1.0
    },
    {
     "p": 0.04164592921733856,
     "m": 1.0
    },
    {
     "p": 0.05542505532503128,
     "m": 1.0
    },
    {
     "p": 0.09724370390176773,
     "m": 1.0
    },
    {
     "p": 0.059238750487565994,
     "m": 1.0
    },
    {
     "p": 0.08083522319793701,
     "m": 1.0
    },
    {
     "p": 0.06275508552789688,
     "m": 1.0
    },
    {
     "p": 0.058091145008802414,
     "m": 1.0
    },
    {
     "p": 0.09898477792739868,
     "m": 1.0
    },
    {
     "p": 0.08402299135923386,
     "m": 1.0
    },
    {
     "p": 0.07005249708890915,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.5237157344818115,
   "val_loss": 0.9855188727378845,
   "acc": 70.19,
   "time": 304.90073660295457,
   "param": [
    {
     "p": 0.07675334811210632,
     "m": 1.0
    },
    {
     "p": 0.0502772331237793,
     "m": 1.0
    },
    {
     "p": 0.11808612197637558,
     "m": 1.0
    },
    {
     "p": 0.07629675418138504,
     "m": 1.0
    },
    {
     "p": 0.053452491760253906,
     "m": 1.0
    },
    {
     "p": 0.01572880893945694,
     "m": 1.0
    },
    {
     "p": 0.034437939524650574,
     "m": 1.0
    },
    {
     "p": 0.09239880740642548,
     "m": 1.0
    },
    {
     "p": 0.08266907930374146,
     "m": 1.0
    },
    {
     "p": 0.07098695635795593,
     "m": 1.0
    },
    {
     "p": 0.09257587790489197,
     "m": 1.0
    },
    {
     "p": 0.06702505797147751,
     "m": 1.0
    },
    {
     "p": 0.10443101078271866,
     "m": 1.0
    },
    {
     "p": 0.06488055735826492,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.5475199222564697,
   "val_loss": 0.8709641695022583,
   "acc": 70.28,
   "time": 290.02786306408234,
   "param": [
    {
     "p": 0.07862529158592224,
     "m": 1.0
    },
    {
     "p": 0.06880241632461548,
     "m": 1.0
    },
    {
     "p": 0.09599028527736664,
     "m": 1.0
    },
    {
     "p": 0.07823402434587479,
     "m": 1.0
    },
    {
     "p": 0.042490605264902115,
     "m": 1.0
    },
    {
     "p": 0.05414041131734848,
     "m": 1.0
    },
    {
     "p": 0.09154921770095825,
     "m": 1.0
    },
    {
     "p": 0.07551360130310059,
     "m": 1.0
    },
    {
     "p": 0.05578531697392464,
     "m": 1.0
    },
    {
     "p": 0.07721197605133057,
     "m": 1.0
    },
    {
     "p": 0.07488340884447098,
     "m": 1.0
    },
    {
     "p": 0.0699688196182251,
     "m": 1.0
    },
    {
     "p": 0.08265529572963715,
     "m": 1.0
    },
    {
     "p": 0.054149311035871506,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.2312767505645752,
   "val_loss": 0.7023526430130005,
   "acc": 71.23,
   "time": 285.39357349299826,
   "param": [
    {
     "p": 0.0729898065328598,
     "m": 1.0
    },
    {
     "p": 0.031233085319399834,
     "m": 1.0
    },
    {
     "p": 0.09400206804275513,
     "m": 1.0
    },
    {
     "p": 0.07573218643665314,
     "m": 1.0
    },
    {
     "p": 0.05307928845286369,
     "m": 1.0
    },
    {
     "p": 0.03318559005856514,
     "m": 1.0
    },
    {
     "p": 0.08436784893274307,
     "m": 1.0
    },
    {
     "p": 0.07163112610578537,
     "m": 1.0
    },
    {
     "p": 0.08111738413572311,
     "m": 1.0
    },
    {
     "p": 0.0870029628276825,
     "m": 1.0
    },
    {
     "p": 0.08074720203876495,
     "m": 1.0
    },
    {
     "p": 0.09559466689825058,
     "m": 1.0
    },
    {
     "p": 0.07723940908908844,
     "m": 1.0
    },
    {
     "p": 0.062077268958091736,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.2144047021865845,
   "val_loss": 0.8922597169876099,
   "acc": 68.93,
   "time": 313.8361044579651,
   "param": [
    {
     "p": 0.09586117416620255,
     "m": 1.0
    },
    {
     "p": 0.05009050667285919,
     "m": 1.0
    },
    {
     "p": 0.08022589981555939,
     "m": 1.0
    },
    {
     "p": 0.07352345436811447,
     "m": 1.0
    },
    {
     "p": 0.04487999528646469,
     "m": 1.0
    },
    {
     "p": 0.05204591900110245,
     "m": 1.0
    },
    {
     "p": 0.060722216963768005,
     "m": 1.0
    },
    {
     "p": 0.08364903926849365,
     "m": 1.0
    },
    {
     "p": 0.0763821005821228,
     "m": 1.0
    },
    {
     "p": 0.09429886192083359,
     "m": 1.0
    },
    {
     "p": 0.08652807772159576,
     "m": 1.0
    },
    {
     "p": 0.0705057680606842,
     "m": 1.0
    },
    {
     "p": 0.0826798677444458,
     "m": 1.0
    },
    {
     "p": 0.04860714077949524,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.4755613803863525,
   "val_loss": 0.8713625073432922,
   "acc": 70.58,
   "time": 321.23798248299863,
   "param": [
    {
     "p": 0.08975667506456375,
     "m": 1.0
    },
    {
     "p": 0.029648223891854286,
     "m": 1.0
    },
    {
     "p": 0.08371172845363617,
     "m": 1.0
    },
    {
     "p": 0.04813460260629654,
     "m": 1.0
    },
    {
     "p": 0.05316620320081711,
     "m": 1.0
    },
    {
     "p": 0.06937754154205322,
     "m": 1.0
    },
    {
     "p": 0.08615302294492722,
     "m": 1.0
    },
    {
     "p": 0.08616509288549423,
     "m": 1.0
    },
    {
     "p": 0.08954832702875137,
     "m": 1.0
    },
    {
     "p": 0.056600674986839294,
     "m": 1.0
    },
    {
     "p": 0.07953003793954849,
     "m": 1.0
    },
    {
     "p": 0.09025976806879044,
     "m": 1.0
    },
    {
     "p": 0.08982286602258682,
     "m": 1.0
    },
    {
     "p": 0.0481252446770668,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.4384894371032715,
   "val_loss": 0.7303346991539001,
   "acc": 70.95,
   "time": 315.14000892604236,
   "param": [
    {
     "p": 0.10953262448310852,
     "m": 1.0
    },
    {
     "p": 0.03568677231669426,
     "m": 1.0
    },
    {
     "p": 0.08712188154459,
     "m": 1.0
    },
    {
     "p": 0.07493308931589127,
     "m": 1.0
    },
    {
     "p": 0.0715264230966568,
     "m": 1.0
    },
    {
     "p": 0.04126065596938133,
     "m": 1.0
    },
    {
     "p": 0.061857305467128754,
     "m": 1.0
    },
    {
     "p": 0.07839801907539368,
     "m": 1.0
    },
    {
     "p": 0.07454145699739456,
     "m": 1.0
    },
    {
     "p": 0.06697462499141693,
     "m": 1.0
    },
    {
     "p": 0.06368091702461243,
     "m": 1.0
    },
    {
     "p": 0.07780130207538605,
     "m": 1.0
    },
    {
     "p": 0.0952482745051384,
     "m": 1.0
    },
    {
     "p": 0.061436571180820465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.5566370487213135,
   "val_loss": 0.8633097410202026,
   "acc": 70.97,
   "time": 302.56043694296386,
   "param": [
    {
     "p": 0.07789608836174011,
     "m": 1.0
    },
    {
     "p": 0.041837308555841446,
     "m": 1.0
    },
    {
     "p": 0.08613233268260956,
     "m": 1.0
    },
    {
     "p": 0.06542347371578217,
     "m": 1.0
    },
    {
     "p": 0.04238322004675865,
     "m": 1.0
    },
    {
     "p": 0.0560508668422699,
     "m": 1.0
    },
    {
     "p": 0.0775020644068718,
     "m": 1.0
    },
    {
     "p": 0.08586395531892776,
     "m": 1.0
    },
    {
     "p": 0.08758005499839783,
     "m": 1.0
    },
    {
     "p": 0.07190998643636703,
     "m": 1.0
    },
    {
     "p": 0.08220069855451584,
     "m": 1.0
    },
    {
     "p": 0.08681683987379074,
     "m": 1.0
    },
    {
     "p": 0.07976343482732773,
     "m": 1.0
    },
    {
     "p": 0.058639608323574066,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.647003412246704,
   "val_loss": 0.8032036423683167,
   "acc": 69.85,
   "time": 290.99894487892743,
   "param": [
    {
     "p": 0.09082160145044327,
     "m": 1.0
    },
    {
     "p": 0.03675397112965584,
     "m": 1.0
    },
    {
     "p": 0.10065153241157532,
     "m": 1.0
    },
    {
     "p": 0.0685228779911995,
     "m": 1.0
    },
    {
     "p": 0.058841414749622345,
     "m": 1.0
    },
    {
     "p": 0.05092669278383255,
     "m": 1.0
    },
    {
     "p": 0.07882272452116013,
     "m": 1.0
    },
    {
     "p": 0.07059852033853531,
     "m": 1.0
    },
    {
     "p": 0.08927454799413681,
     "m": 1.0
    },
    {
     "p": 0.06674417853355408,
     "m": 1.0
    },
    {
     "p": 0.08585719019174576,
     "m": 1.0
    },
    {
     "p": 0.08489922434091568,
     "m": 1.0
    },
    {
     "p": 0.061390239745378494,
     "m": 1.0
    },
    {
     "p": 0.05589525029063225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.2913973331451416,
   "val_loss": 0.964958906173706,
   "acc": 69.9,
   "time": 300.770212281961,
   "param": [
    {
     "p": 0.07733731716871262,
     "m": 1.0
    },
    {
     "p": 0.04771088436245918,
     "m": 1.0
    },
    {
     "p": 0.08967024832963943,
     "m": 1.0
    },
    {
     "p": 0.07625582814216614,
     "m": 1.0
    },
    {
     "p": 0.0262175090610981,
     "m": 1.0
    },
    {
     "p": 0.06866129487752914,
     "m": 1.0
    },
    {
     "p": 0.08026765286922455,
     "m": 1.0
    },
    {
     "p": 0.06785622239112854,
     "m": 1.0
    },
    {
     "p": 0.06734530627727509,
     "m": 1.0
    },
    {
     "p": 0.08175063878297806,
     "m": 1.0
    },
    {
     "p": 0.08909382671117783,
     "m": 1.0
    },
    {
     "p": 0.09380006790161133,
     "m": 1.0
    },
    {
     "p": 0.0630541518330574,
     "m": 1.0
    },
    {
     "p": 0.07097899913787842,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.6127290725708008,
   "val_loss": 0.8297491669654846,
   "acc": 71.11,
   "time": 331.2359586020466,
   "param": [
    {
     "p": 0.0919097512960434,
     "m": 1.0
    },
    {
     "p": 0.03788445144891739,
     "m": 1.0
    },
    {
     "p": 0.08470246940851212,
     "m": 1.0
    },
    {
     "p": 0.036215610802173615,
     "m": 1.0
    },
    {
     "p": 0.07221280783414841,
     "m": 1.0
    },
    {
     "p": 0.05383700132369995,
     "m": 1.0
    },
    {
     "p": 0.07828659564256668,
     "m": 1.0
    },
    {
     "p": 0.06921710819005966,
     "m": 1.0
    },
    {
     "p": 0.09552592784166336,
     "m": 1.0
    },
    {
     "p": 0.0816969946026802,
     "m": 1.0
    },
    {
     "p": 0.08188197016716003,
     "m": 1.0
    },
    {
     "p": 0.07398663461208344,
     "m": 1.0
    },
    {
     "p": 0.10116500407457352,
     "m": 1.0
    },
    {
     "p": 0.04147762432694435,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.54216468334198,
   "val_loss": 0.9394241571426392,
   "acc": 67.65,
   "time": 327.25944011402316,
   "param": [
    {
     "p": 0.07968180626630783,
     "m": 1.0
    },
    {
     "p": 0.04495237395167351,
     "m": 1.0
    },
    {
     "p": 0.08022989332675934,
     "m": 1.0
    },
    {
     "p": 0.0630001425743103,
     "m": 1.0
    },
    {
     "p": 0.07141440361738205,
     "m": 1.0
    },
    {
     "p": 0.06336818635463715,
     "m": 1.0
    },
    {
     "p": 0.05223436281085014,
     "m": 1.0
    },
    {
     "p": 0.07296019792556763,
     "m": 1.0
    },
    {
     "p": 0.0849740281701088,
     "m": 1.0
    },
    {
     "p": 0.054746031761169434,
     "m": 1.0
    },
    {
     "p": 0.09017883986234665,
     "m": 1.0
    },
    {
     "p": 0.08443332463502884,
     "m": 1.0
    },
    {
     "p": 0.10608725249767303,
     "m": 1.0
    },
    {
     "p": 0.05173911899328232,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.7469165325164795,
   "val_loss": 0.7759389877319336,
   "acc": 71.05,
   "time": 328.953626614064,
   "param": [
    {
     "p": 0.09904841333627701,
     "m": 1.0
    },
    {
     "p": 0.04543209448456764,
     "m": 1.0
    },
    {
     "p": 0.0734301209449768,
     "m": 1.0
    },
    {
     "p": 0.056078508496284485,
     "m": 1.0
    },
    {
     "p": 0.07061999291181564,
     "m": 1.0
    },
    {
     "p": 0.06556064635515213,
     "m": 1.0
    },
    {
     "p": 0.06358721852302551,
     "m": 1.0
    },
    {
     "p": 0.06606583297252655,
     "m": 1.0
    },
    {
     "p": 0.06469563394784927,
     "m": 1.0
    },
    {
     "p": 0.09161445498466492,
     "m": 1.0
    },
    {
     "p": 0.06587038189172745,
     "m": 1.0
    },
    {
     "p": 0.08510410040616989,
     "m": 1.0
    },
    {
     "p": 0.0980638936161995,
     "m": 1.0
    },
    {
     "p": 0.05482873320579529,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.2659530639648438,
   "val_loss": 0.8944247364997864,
   "acc": 70.83,
   "time": 324.98051271389704,
   "param": [
    {
     "p": 0.0820126086473465,
     "m": 1.0
    },
    {
     "p": 0.06850456446409225,
     "m": 1.0
    },
    {
     "p": 0.07049339264631271,
     "m": 1.0
    },
    {
     "p": 0.06618564575910568,
     "m": 1.0
    },
    {
     "p": 0.06207878887653351,
     "m": 1.0
    },
    {
     "p": 0.029313305392861366,
     "m": 1.0
    },
    {
     "p": 0.0841231644153595,
     "m": 1.0
    },
    {
     "p": 0.09183104336261749,
     "m": 1.0
    },
    {
     "p": 0.06807997822761536,
     "m": 1.0
    },
    {
     "p": 0.07518450170755386,
     "m": 1.0
    },
    {
     "p": 0.07284586131572723,
     "m": 1.0
    },
    {
     "p": 0.07329807430505753,
     "m": 1.0
    },
    {
     "p": 0.07545220106840134,
     "m": 1.0
    },
    {
     "p": 0.0805969163775444,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.3925899267196655,
   "val_loss": 0.8115003705024719,
   "acc": 71.33,
   "time": 311.39107087103184,
   "param": [
    {
     "p": 0.08292071521282196,
     "m": 1.0
    },
    {
     "p": 0.04871571436524391,
     "m": 1.0
    },
    {
     "p": 0.08134759962558746,
     "m": 1.0
    },
    {
     "p": 0.06942152231931686,
     "m": 1.0
    },
    {
     "p": 0.06481358408927917,
     "m": 1.0
    },
    {
     "p": 0.05368011072278023,
     "m": 1.0
    },
    {
     "p": 0.08529266715049744,
     "m": 1.0
    },
    {
     "p": 0.06323248147964478,
     "m": 1.0
    },
    {
     "p": 0.08345166593790054,
     "m": 1.0
    },
    {
     "p": 0.07932835072278976,
     "m": 1.0
    },
    {
     "p": 0.0778803825378418,
     "m": 1.0
    },
    {
     "p": 0.06043660268187523,
     "m": 1.0
    },
    {
     "p": 0.0840390995144844,
     "m": 1.0
    },
    {
     "p": 0.06543941050767899,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.4888739585876465,
   "val_loss": 0.8324059247970581,
   "acc": 70.58,
   "time": 334.5806306259474,
   "param": [
    {
     "p": 0.09307795017957687,
     "m": 1.0
    },
    {
     "p": 0.04333478957414627,
     "m": 1.0
    },
    {
     "p": 0.09517739713191986,
     "m": 1.0
    },
    {
     "p": 0.07265212386846542,
     "m": 1.0
    },
    {
     "p": 0.06273122131824493,
     "m": 1.0
    },
    {
     "p": 0.04357609152793884,
     "m": 1.0
    },
    {
     "p": 0.07144146412611008,
     "m": 1.0
    },
    {
     "p": 0.06716382503509521,
     "m": 1.0
    },
    {
     "p": 0.07859338819980621,
     "m": 1.0
    },
    {
     "p": 0.07621105760335922,
     "m": 1.0
    },
    {
     "p": 0.07300669699907303,
     "m": 1.0
    },
    {
     "p": 0.07574858516454697,
     "m": 1.0
    },
    {
     "p": 0.07925692200660706,
     "m": 1.0
    },
    {
     "p": 0.0680285096168518,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.4026191234588623,
   "val_loss": 0.8602702617645264,
   "acc": 70.82,
   "time": 308.7089013629593,
   "param": [
    {
     "p": 0.09012626856565475,
     "m": 1.0
    },
    {
     "p": 0.03861858695745468,
     "m": 1.0
    },
    {
     "p": 0.09838424623012543,
     "m": 1.0
    },
    {
     "p": 0.057695548981428146,
     "m": 1.0
    },
    {
     "p": 0.04413511976599693,
     "m": 1.0
    },
    {
     "p": 0.06818674504756927,
     "m": 1.0
    },
    {
     "p": 0.08888144791126251,
     "m": 1.0
    },
    {
     "p": 0.06502044200897217,
     "m": 1.0
    },
    {
     "p": 0.08764372766017914,
     "m": 1.0
    },
    {
     "p": 0.08783014118671417,
     "m": 1.0
    },
    {
     "p": 0.060395147651433945,
     "m": 1.0
    },
    {
     "p": 0.08285322785377502,
     "m": 1.0
    },
    {
     "p": 0.08057156205177307,
     "m": 1.0
    },
    {
     "p": 0.049657806754112244,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.3990529775619507,
   "val_loss": 0.8854545950889587,
   "acc": 71.09,
   "time": 296.98888511396945,
   "param": [
    {
     "p": 0.08510193228721619,
     "m": 1.0
    },
    {
     "p": 0.05305035412311554,
     "m": 1.0
    },
    {
     "p": 0.08971023559570312,
     "m": 1.0
    },
    {
     "p": 0.08134565502405167,
     "m": 1.0
    },
    {
     "p": 0.03130701184272766,
     "m": 1.0
    },
    {
     "p": 0.03662215545773506,
     "m": 1.0
    },
    {
     "p": 0.09156428277492523,
     "m": 1.0
    },
    {
     "p": 0.05693347752094269,
     "m": 1.0
    },
    {
     "p": 0.07699156552553177,
     "m": 1.0
    },
    {
     "p": 0.09510958939790726,
     "m": 1.0
    },
    {
     "p": 0.06342160701751709,
     "m": 1.0
    },
    {
     "p": 0.07247234880924225,
     "m": 1.0
    },
    {
     "p": 0.11181075870990753,
     "m": 1.0
    },
    {
     "p": 0.05455895885825157,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.9900606870651245,
   "val_loss": 0.9773508906364441,
   "acc": 70.53,
   "time": 289.0514071569778,
   "param": [
    {
     "p": 0.09594211727380753,
     "m": 1.0
    },
    {
     "p": 0.030121443793177605,
     "m": 1.0
    },
    {
     "p": 0.09555748105049133,
     "m": 1.0
    },
    {
     "p": 0.059493593871593475,
     "m": 1.0
    },
    {
     "p": 0.06173103675246239,
     "m": 1.0
    },
    {
     "p": 0.06913960725069046,
     "m": 1.0
    },
    {
     "p": 0.06658364087343216,
     "m": 1.0
    },
    {
     "p": 0.0753406211733818,
     "m": 1.0
    },
    {
     "p": 0.08714025467634201,
     "m": 1.0
    },
    {
     "p": 0.071281798183918,
     "m": 1.0
    },
    {
     "p": 0.05883435532450676,
     "m": 1.0
    },
    {
     "p": 0.0925382524728775,
     "m": 1.0
    },
    {
     "p": 0.08643537014722824,
     "m": 1.0
    },
    {
     "p": 0.049860481172800064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.2085700035095215,
   "val_loss": 0.6690633893013,
   "acc": 70.95,
   "time": 317.7215895369882,
   "param": [
    {
     "p": 0.08685638010501862,
     "m": 1.0
    },
    {
     "p": 0.027974078431725502,
     "m": 1.0
    },
    {
     "p": 0.08276739716529846,
     "m": 1.0
    },
    {
     "p": 0.07787957042455673,
     "m": 1.0
    },
    {
     "p": 0.05384892597794533,
     "m": 1.0
    },
    {
     "p": 0.06087426096200943,
     "m": 1.0
    },
    {
     "p": 0.06807239353656769,
     "m": 1.0
    },
    {
     "p": 0.039435163140296936,
     "m": 1.0
    },
    {
     "p": 0.08943670988082886,
     "m": 1.0
    },
    {
     "p": 0.09268908202648163,
     "m": 1.0
    },
    {
     "p": 0.0829661637544632,
     "m": 1.0
    },
    {
     "p": 0.08017569780349731,
     "m": 1.0
    },
    {
     "p": 0.08362606912851334,
     "m": 1.0
    },
    {
     "p": 0.0733981654047966,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.5380141735076904,
   "val_loss": 0.9727157354354858,
   "acc": 71.42,
   "time": 315.18564312695526,
   "param": [
    {
     "p": 0.09065365791320801,
     "m": 1.0
    },
    {
     "p": 0.05570688843727112,
     "m": 1.0
    },
    {
     "p": 0.07885640114545822,
     "m": 1.0
    },
    {
     "p": 0.06988071650266647,
     "m": 1.0
    },
    {
     "p": 0.06960669904947281,
     "m": 1.0
    },
    {
     "p": 0.041351836174726486,
     "m": 1.0
    },
    {
     "p": 0.07977058738470078,
     "m": 1.0
    },
    {
     "p": 0.08429696410894394,
     "m": 1.0
    },
    {
     "p": 0.07284530997276306,
     "m": 1.0
    },
    {
     "p": 0.07093564420938492,
     "m": 1.0
    },
    {
     "p": 0.07798602432012558,
     "m": 1.0
    },
    {
     "p": 0.09360376000404358,
     "m": 1.0
    },
    {
     "p": 0.061691951006650925,
     "m": 1.0
    },
    {
     "p": 0.05281345173716545,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.3724215030670166,
   "val_loss": 0.9080073833465576,
   "acc": 71.12,
   "time": 326.1750739989802,
   "param": [
    {
     "p": 0.08013530820608139,
     "m": 1.0
    },
    {
     "p": 0.03193718567490578,
     "m": 1.0
    },
    {
     "p": 0.08002869039773941,
     "m": 1.0
    },
    {
     "p": 0.031150786206126213,
     "m": 1.0
    },
    {
     "p": 0.06744798272848129,
     "m": 1.0
    },
    {
     "p": 0.04494904726743698,
     "m": 1.0
    },
    {
     "p": 0.06930311769247055,
     "m": 1.0
    },
    {
     "p": 0.08560606837272644,
     "m": 1.0
    },
    {
     "p": 0.09237994998693466,
     "m": 1.0
    },
    {
     "p": 0.08557211607694626,
     "m": 1.0
    },
    {
     "p": 0.057298775762319565,
     "m": 1.0
    },
    {
     "p": 0.10917028039693832,
     "m": 1.0
    },
    {
     "p": 0.08587923645973206,
     "m": 1.0
    },
    {
     "p": 0.07914145290851593,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.2560844421386719,
   "val_loss": 0.7945290207862854,
   "acc": 71.16,
   "time": 280.96049513004255,
   "param": [
    {
     "p": 0.06549768894910812,
     "m": 1.0
    },
    {
     "p": 0.04125549644231796,
     "m": 1.0
    },
    {
     "p": 0.07298917323350906,
     "m": 1.0
    },
    {
     "p": 0.0905332863330841,
     "m": 1.0
    },
    {
     "p": 0.045603230595588684,
     "m": 1.0
    },
    {
     "p": 0.05018167570233345,
     "m": 1.0
    },
    {
     "p": 0.08620879799127579,
     "m": 1.0
    },
    {
     "p": 0.05763644352555275,
     "m": 1.0
    },
    {
     "p": 0.09323291480541229,
     "m": 1.0
    },
    {
     "p": 0.06522104889154434,
     "m": 1.0
    },
    {
     "p": 0.10073152929544449,
     "m": 1.0
    },
    {
     "p": 0.08523433655500412,
     "m": 1.0
    },
    {
     "p": 0.08124390244483948,
     "m": 1.0
    },
    {
     "p": 0.06443048268556595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.298695683479309,
   "val_loss": 0.8267793655395508,
   "acc": 71.92,
   "time": 277.52267585799564,
   "param": [
    {
     "p": 0.09509452432394028,
     "m": 1.0
    },
    {
     "p": 0.04573645070195198,
     "m": 1.0
    },
    {
     "p": 0.07261386513710022,
     "m": 1.0
    },
    {
     "p": 0.07552692294120789,
     "m": 1.0
    },
    {
     "p": 0.043350767344236374,
     "m": 1.0
    },
    {
     "p": 0.04361492767930031,
     "m": 1.0
    },
    {
     "p": 0.06378914415836334,
     "m": 1.0
    },
    {
     "p": 0.07570772618055344,
     "m": 1.0
    },
    {
     "p": 0.07492346316576004,
     "m": 1.0
    },
    {
     "p": 0.08285942673683167,
     "m": 1.0
    },
    {
     "p": 0.0666368156671524,
     "m": 1.0
    },
    {
     "p": 0.09071006625890732,
     "m": 1.0
    },
    {
     "p": 0.10679387301206589,
     "m": 1.0
    },
    {
     "p": 0.06264201551675797,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.4408315420150757,
   "val_loss": 0.6548915505409241,
   "acc": 72.17,
   "time": 332.04008856404107,
   "param": [
    {
     "p": 0.09080425649881363,
     "m": 1.0
    },
    {
     "p": 0.04715428128838539,
     "m": 1.0
    },
    {
     "p": 0.09328985959291458,
     "m": 1.0
    },
    {
     "p": 0.07514221221208572,
     "m": 1.0
    },
    {
     "p": 0.08566652983427048,
     "m": 1.0
    },
    {
     "p": 0.062174588441848755,
     "m": 1.0
    },
    {
     "p": 0.07063280791044235,
     "m": 1.0
    },
    {
     "p": 0.05617017298936844,
     "m": 1.0
    },
    {
     "p": 0.0779632180929184,
     "m": 1.0
    },
    {
     "p": 0.06662805378437042,
     "m": 1.0
    },
    {
     "p": 0.06353413313627243,
     "m": 1.0
    },
    {
     "p": 0.07819430530071259,
     "m": 1.0
    },
    {
     "p": 0.07910117506980896,
     "m": 1.0
    },
    {
     "p": 0.05354437604546547,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.4271047115325928,
   "val_loss": 0.9101796746253967,
   "acc": 71.93,
   "time": 313.65149972809013,
   "param": [
    {
     "p": 0.10148916393518448,
     "m": 1.0
    },
    {
     "p": 0.06173248589038849,
     "m": 1.0
    },
    {
     "p": 0.08902519941329956,
     "m": 1.0
    },
    {
     "p": 0.07380268722772598,
     "m": 1.0
    },
    {
     "p": 0.0974796786904335,
     "m": 1.0
    },
    {
     "p": 0.037896960973739624,
     "m": 1.0
    },
    {
     "p": 0.04912974312901497,
     "m": 1.0
    },
    {
     "p": 0.09225528687238693,
     "m": 1.0
    },
    {
     "p": 0.060633085668087006,
     "m": 1.0
    },
    {
     "p": 0.08340323716402054,
     "m": 1.0
    },
    {
     "p": 0.0669800266623497,
     "m": 1.0
    },
    {
     "p": 0.060255568474531174,
     "m": 1.0
    },
    {
     "p": 0.08154498040676117,
     "m": 1.0
    },
    {
     "p": 0.0443718396127224,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.278052806854248,
   "val_loss": 0.9265788793563843,
   "acc": 70.94,
   "time": 299.53994625096675,
   "param": [
    {
     "p": 0.09246457368135452,
     "m": 1.0
    },
    {
     "p": 0.03380546346306801,
     "m": 1.0
    },
    {
     "p": 0.08790799975395203,
     "m": 1.0
    },
    {
     "p": 0.07652493566274643,
     "m": 1.0
    },
    {
     "p": 0.05578657612204552,
     "m": 1.0
    },
    {
     "p": 0.06613980978727341,
     "m": 1.0
    },
    {
     "p": 0.06914862990379333,
     "m": 1.0
    },
    {
     "p": 0.05680740252137184,
     "m": 1.0
    },
    {
     "p": 0.07489325851202011,
     "m": 1.0
    },
    {
     "p": 0.08895742893218994,
     "m": 1.0
    },
    {
     "p": 0.08366958796977997,
     "m": 1.0
    },
    {
     "p": 0.09131521731615067,
     "m": 1.0
    },
    {
     "p": 0.07393719255924225,
     "m": 1.0
    },
    {
     "p": 0.048641834408044815,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.462982177734375,
   "val_loss": 0.8471500277519226,
   "acc": 71.38,
   "time": 303.2457794289803,
   "param": [
    {
     "p": 0.07927368581295013,
     "m": 1.0
    },
    {
     "p": 0.05263886973261833,
     "m": 1.0
    },
    {
     "p": 0.084804005920887,
     "m": 1.0
    },
    {
     "p": 0.09201400727033615,
     "m": 1.0
    },
    {
     "p": 0.03562695533037186,
     "m": 1.0
    },
    {
     "p": 0.06570281088352203,
     "m": 1.0
    },
    {
     "p": 0.08092276751995087,
     "m": 1.0
    },
    {
     "p": 0.07806462794542313,
     "m": 1.0
    },
    {
     "p": 0.06320074945688248,
     "m": 1.0
    },
    {
     "p": 0.05212920159101486,
     "m": 1.0
    },
    {
     "p": 0.07775242626667023,
     "m": 1.0
    },
    {
     "p": 0.07821758836507797,
     "m": 1.0
    },
    {
     "p": 0.08746297657489777,
     "m": 1.0
    },
    {
     "p": 0.07218936830759048,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.3347371816635132,
   "val_loss": 0.8816633820533752,
   "acc": 70.57,
   "time": 312.091973843053,
   "param": [
    {
     "p": 0.09892828017473221,
     "m": 1.0
    },
    {
     "p": 0.03828883171081543,
     "m": 1.0
    },
    {
     "p": 0.09427782893180847,
     "m": 1.0
    },
    {
     "p": 0.04935689643025398,
     "m": 1.0
    },
    {
     "p": 0.043751686811447144,
     "m": 1.0
    },
    {
     "p": 0.0412617027759552,
     "m": 1.0
    },
    {
     "p": 0.088380366563797,
     "m": 1.0
    },
    {
     "p": 0.09358950704336166,
     "m": 1.0
    },
    {
     "p": 0.07737090438604355,
     "m": 1.0
    },
    {
     "p": 0.06869340687990189,
     "m": 1.0
    },
    {
     "p": 0.07946892082691193,
     "m": 1.0
    },
    {
     "p": 0.10397164523601532,
     "m": 1.0
    },
    {
     "p": 0.09195125102996826,
     "m": 1.0
    },
    {
     "p": 0.030708778649568558,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.3356958627700806,
   "val_loss": 0.8866146802902222,
   "acc": 71.65,
   "time": 302.0317582730204,
   "param": [
    {
     "p": 0.05628368258476257,
     "m": 1.0
    },
    {
     "p": 0.041440341621637344,
     "m": 1.0
    },
    {
     "p": 0.12104727327823639,
     "m": 1.0
    },
    {
     "p": 0.07410059869289398,
     "m": 1.0
    },
    {
     "p": 0.012366775423288345,
     "m": 1.0
    },
    {
     "p": 0.06701511144638062,
     "m": 1.0
    },
    {
     "p": 0.08231676369905472,
     "m": 1.0
    },
    {
     "p": 0.094992995262146,
     "m": 1.0
    },
    {
     "p": 0.08253014832735062,
     "m": 1.0
    },
    {
     "p": 0.03885459899902344,
     "m": 1.0
    },
    {
     "p": 0.09044015407562256,
     "m": 1.0
    },
    {
     "p": 0.09797169268131256,
     "m": 1.0
    },
    {
     "p": 0.09188047051429749,
     "m": 1.0
    },
    {
     "p": 0.0487593375146389,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.446152925491333,
   "val_loss": 0.6804106831550598,
   "acc": 72.32,
   "time": 312.51606150798034,
   "param": [
    {
     "p": 0.08604800701141357,
     "m": 1.0
    },
    {
     "p": 0.05524706095457077,
     "m": 1.0
    },
    {
     "p": 0.09614106267690659,
     "m": 1.0
    },
    {
     "p": 0.080055832862854,
     "m": 1.0
    },
    {
     "p": 0.08523711562156677,
     "m": 1.0
    },
    {
     "p": 0.06101542338728905,
     "m": 1.0
    },
    {
     "p": 0.049976322799921036,
     "m": 1.0
    },
    {
     "p": 0.07887772470712662,
     "m": 1.0
    },
    {
     "p": 0.07036025077104568,
     "m": 1.0
    },
    {
     "p": 0.047522157430648804,
     "m": 1.0
    },
    {
     "p": 0.04543455317616463,
     "m": 1.0
    },
    {
     "p": 0.0719546377658844,
     "m": 1.0
    },
    {
     "p": 0.09693438559770584,
     "m": 1.0
    },
    {
     "p": 0.07519539445638657,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.8164628744125366,
   "val_loss": 0.7630751132965088,
   "acc": 72.01,
   "time": 299.75357137899846,
   "param": [
    {
     "p": 0.06009765714406967,
     "m": 1.0
    },
    {
     "p": 0.04402919113636017,
     "m": 1.0
    },
    {
     "p": 0.09293586760759354,
     "m": 1.0
    },
    {
     "p": 0.06749587506055832,
     "m": 1.0
    },
    {
     "p": 0.02882801927626133,
     "m": 1.0
    },
    {
     "p": 0.08982644230127335,
     "m": 1.0
    },
    {
     "p": 0.08798344433307648,
     "m": 1.0
    },
    {
     "p": 0.06812559813261032,
     "m": 1.0
    },
    {
     "p": 0.07314896583557129,
     "m": 1.0
    },
    {
     "p": 0.08293178677558899,
     "m": 1.0
    },
    {
     "p": 0.05307886004447937,
     "m": 1.0
    },
    {
     "p": 0.08229762315750122,
     "m": 1.0
    },
    {
     "p": 0.0712713673710823,
     "m": 1.0
    },
    {
     "p": 0.09794927388429642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.2873938083648682,
   "val_loss": 0.8767006397247314,
   "acc": 71.12,
   "time": 287.9132812960306,
   "param": [
    {
     "p": 0.07173602283000946,
     "m": 1.0
    },
    {
     "p": 0.07653739303350449,
     "m": 1.0
    },
    {
     "p": 0.0613139383494854,
     "m": 1.0
    },
    {
     "p": 0.06889210641384125,
     "m": 1.0
    },
    {
     "p": 0.05543728917837143,
     "m": 1.0
    },
    {
     "p": 0.05559185892343521,
     "m": 1.0
    },
    {
     "p": 0.08036347478628159,
     "m": 1.0
    },
    {
     "p": 0.07853206247091293,
     "m": 1.0
    },
    {
     "p": 0.08456430584192276,
     "m": 1.0
    },
    {
     "p": 0.061329614371061325,
     "m": 1.0
    },
    {
     "p": 0.058947764337062836,
     "m": 1.0
    },
    {
     "p": 0.0884384959936142,
     "m": 1.0
    },
    {
     "p": 0.0764656737446785,
     "m": 1.0
    },
    {
     "p": 0.08184991776943207,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.5280424356460571,
   "val_loss": 0.8714150786399841,
   "acc": 72.64,
   "time": 303.9473879680736,
   "param": [
    {
     "p": 0.07178933918476105,
     "m": 1.0
    },
    {
     "p": 0.06335480511188507,
     "m": 1.0
    },
    {
     "p": 0.0914829671382904,
     "m": 1.0
    },
    {
     "p": 0.06751133501529694,
     "m": 1.0
    },
    {
     "p": 0.06076366454362869,
     "m": 1.0
    },
    {
     "p": 0.047943633049726486,
     "m": 1.0
    },
    {
     "p": 0.07095885276794434,
     "m": 1.0
    },
    {
     "p": 0.07439514994621277,
     "m": 1.0
    },
    {
     "p": 0.0787539929151535,
     "m": 1.0
    },
    {
     "p": 0.06882745027542114,
     "m": 1.0
    },
    {
     "p": 0.08995518088340759,
     "m": 1.0
    },
    {
     "p": 0.08866458386182785,
     "m": 1.0
    },
    {
     "p": 0.06677339971065521,
     "m": 1.0
    },
    {
     "p": 0.05882570147514343,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.151097059249878,
   "val_loss": 0.7842748761177063,
   "acc": 72.34,
   "time": 292.4269863530062,
   "param": [
    {
     "p": 0.08949806541204453,
     "m": 1.0
    },
    {
     "p": 0.03540041297674179,
     "m": 1.0
    },
    {
     "p": 0.10605209320783615,
     "m": 1.0
    },
    {
     "p": 0.09770216047763824,
     "m": 1.0
    },
    {
     "p": 0.04949229955673218,
     "m": 1.0
    },
    {
     "p": 0.052250247448682785,
     "m": 1.0
    },
    {
     "p": 0.07065796852111816,
     "m": 1.0
    },
    {
     "p": 0.07207940518856049,
     "m": 1.0
    },
    {
     "p": 0.07065685093402863,
     "m": 1.0
    },
    {
     "p": 0.06072559207677841,
     "m": 1.0
    },
    {
     "p": 0.08378317952156067,
     "m": 1.0
    },
    {
     "p": 0.08513294160366058,
     "m": 1.0
    },
    {
     "p": 0.07265017181634903,
     "m": 1.0
    },
    {
     "p": 0.05391865596175194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.302423357963562,
   "val_loss": 0.7621232271194458,
   "acc": 72.63,
   "time": 314.262156737037,
   "param": [
    {
     "p": 0.08802368491888046,
     "m": 1.0
    },
    {
     "p": 0.028315013274550438,
     "m": 1.0
    },
    {
     "p": 0.08934025466442108,
     "m": 1.0
    },
    {
     "p": 0.0816170796751976,
     "m": 1.0
    },
    {
     "p": 0.07178628444671631,
     "m": 1.0
    },
    {
     "p": 0.058885276317596436,
     "m": 1.0
    },
    {
     "p": 0.057704027742147446,
     "m": 1.0
    },
    {
     "p": 0.04583238810300827,
     "m": 1.0
    },
    {
     "p": 0.08022316545248032,
     "m": 1.0
    },
    {
     "p": 0.06730661541223526,
     "m": 1.0
    },
    {
     "p": 0.07864892482757568,
     "m": 1.0
    },
    {
     "p": 0.09901054948568344,
     "m": 1.0
    },
    {
     "p": 0.08586154133081436,
     "m": 1.0
    },
    {
     "p": 0.06744508445262909,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.0182008743286133,
   "val_loss": 0.7735772132873535,
   "acc": 72.09,
   "time": 294.35738933295943,
   "param": [
    {
     "p": 0.08580602705478668,
     "m": 1.0
    },
    {
     "p": 0.051962900906801224,
     "m": 1.0
    },
    {
     "p": 0.07364144921302795,
     "m": 1.0
    },
    {
     "p": 0.08422013372182846,
     "m": 1.0
    },
    {
     "p": 0.06941191852092743,
     "m": 1.0
    },
    {
     "p": 0.045924775302410126,
     "m": 1.0
    },
    {
     "p": 0.07263938337564468,
     "m": 1.0
    },
    {
     "p": 0.08792714029550552,
     "m": 1.0
    },
    {
     "p": 0.08882942795753479,
     "m": 1.0
    },
    {
     "p": 0.04877263307571411,
     "m": 1.0
    },
    {
     "p": 0.07286038994789124,
     "m": 1.0
    },
    {
     "p": 0.07914431393146515,
     "m": 1.0
    },
    {
     "p": 0.07873892784118652,
     "m": 1.0
    },
    {
     "p": 0.0601206049323082,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.1537694931030273,
   "val_loss": 0.7843402624130249,
   "acc": 72.48,
   "time": 300.6145956220571,
   "param": [
    {
     "p": 0.08200661092996597,
     "m": 1.0
    },
    {
     "p": 0.02017209865152836,
     "m": 1.0
    },
    {
     "p": 0.09395065158605576,
     "m": 1.0
    },
    {
     "p": 0.10407008230686188,
     "m": 1.0
    },
    {
     "p": 0.044969238340854645,
     "m": 1.0
    },
    {
     "p": 0.06814222037792206,
     "m": 1.0
    },
    {
     "p": 0.06673559546470642,
     "m": 1.0
    },
    {
     "p": 0.053334690630435944,
     "m": 1.0
    },
    {
     "p": 0.05816172808408737,
     "m": 1.0
    },
    {
     "p": 0.103675477206707,
     "m": 1.0
    },
    {
     "p": 0.08202832192182541,
     "m": 1.0
    },
    {
     "p": 0.07472190260887146,
     "m": 1.0
    },
    {
     "p": 0.07042031735181808,
     "m": 1.0
    },
    {
     "p": 0.07761100679636002,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.2645115852355957,
   "val_loss": 0.8624319434165955,
   "acc": 72.23,
   "time": 302.3181898780167,
   "param": [
    {
     "p": 0.08838606625795364,
     "m": 1.0
    },
    {
     "p": 0.05533827468752861,
     "m": 1.0
    },
    {
     "p": 0.0933210626244545,
     "m": 1.0
    },
    {
     "p": 0.04370073229074478,
     "m": 1.0
    },
    {
     "p": 0.05899977311491966,
     "m": 1.0
    },
    {
     "p": 0.06503473222255707,
     "m": 1.0
    },
    {
     "p": 0.06618782877922058,
     "m": 1.0
    },
    {
     "p": 0.0578734464943409,
     "m": 1.0
    },
    {
     "p": 0.07494763284921646,
     "m": 1.0
    },
    {
     "p": 0.06595964729785919,
     "m": 1.0
    },
    {
     "p": 0.08742782473564148,
     "m": 1.0
    },
    {
     "p": 0.07894536107778549,
     "m": 1.0
    },
    {
     "p": 0.09508892893791199,
     "m": 1.0
    },
    {
     "p": 0.06878868490457535,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.2885457277297974,
   "val_loss": 0.8520664572715759,
   "acc": 71.74,
   "time": 307.1615189900622,
   "param": [
    {
     "p": 0.07103914022445679,
     "m": 1.0
    },
    {
     "p": 0.07613764703273773,
     "m": 1.0
    },
    {
     "p": 0.07907872647047043,
     "m": 1.0
    },
    {
     "p": 0.05894395336508751,
     "m": 1.0
    },
    {
     "p": 0.06400904059410095,
     "m": 1.0
    },
    {
     "p": 0.04873912036418915,
     "m": 1.0
    },
    {
     "p": 0.07055030763149261,
     "m": 1.0
    },
    {
     "p": 0.07281991839408875,
     "m": 1.0
    },
    {
     "p": 0.07076136022806168,
     "m": 1.0
    },
    {
     "p": 0.09040454030036926,
     "m": 1.0
    },
    {
     "p": 0.0771566778421402,
     "m": 1.0
    },
    {
     "p": 0.08263427019119263,
     "m": 1.0
    },
    {
     "p": 0.07732333242893219,
     "m": 1.0
    },
    {
     "p": 0.06040191277861595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.2714368104934692,
   "val_loss": 0.7642526030540466,
   "acc": 71.86,
   "time": 322.9942573290318,
   "param": [
    {
     "p": 0.06548495590686798,
     "m": 1.0
    },
    {
     "p": 0.05878452956676483,
     "m": 1.0
    },
    {
     "p": 0.06147103011608124,
     "m": 1.0
    },
    {
     "p": 0.0705358162522316,
     "m": 1.0
    },
    {
     "p": 0.06285471469163895,
     "m": 1.0
    },
    {
     "p": 0.040869925171136856,
     "m": 1.0
    },
    {
     "p": 0.08342940360307693,
     "m": 1.0
    },
    {
     "p": 0.07162799686193466,
     "m": 1.0
    },
    {
     "p": 0.10587402433156967,
     "m": 1.0
    },
    {
     "p": 0.0753539577126503,
     "m": 1.0
    },
    {
     "p": 0.050966404378414154,
     "m": 1.0
    },
    {
     "p": 0.07385784387588501,
     "m": 1.0
    },
    {
     "p": 0.11847656220197678,
     "m": 1.0
    },
    {
     "p": 0.06041288748383522,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.3169546127319336,
   "val_loss": 0.7591196894645691,
   "acc": 71.74,
   "time": 295.92124817101285,
   "param": [
    {
     "p": 0.09571866691112518,
     "m": 1.0
    },
    {
     "p": 0.045812271535396576,
     "m": 1.0
    },
    {
     "p": 0.08731115609407425,
     "m": 1.0
    },
    {
     "p": 0.09998508542776108,
     "m": 1.0
    },
    {
     "p": 0.06658950448036194,
     "m": 1.0
    },
    {
     "p": 0.043920814990997314,
     "m": 1.0
    },
    {
     "p": 0.06280567497015,
     "m": 1.0
    },
    {
     "p": 0.05384216830134392,
     "m": 1.0
    },
    {
     "p": 0.0715513601899147,
     "m": 1.0
    },
    {
     "p": 0.08197402209043503,
     "m": 1.0
    },
    {
     "p": 0.08011449128389359,
     "m": 1.0
    },
    {
     "p": 0.05380957946181297,
     "m": 1.0
    },
    {
     "p": 0.08712363243103027,
     "m": 1.0
    },
    {
     "p": 0.06944158673286438,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.0509917736053467,
   "val_loss": 0.8611945509910583,
   "acc": 72.37,
   "time": 292.98952507204376,
   "param": [
    {
     "p": 0.06093747541308403,
     "m": 1.0
    },
    {
     "p": 0.04337361454963684,
     "m": 1.0
    },
    {
     "p": 0.08117587119340897,
     "m": 1.0
    },
    {
     "p": 0.06524310261011124,
     "m": 1.0
    },
    {
     "p": 0.08556414395570755,
     "m": 1.0
    },
    {
     "p": 0.054866544902324677,
     "m": 1.0
    },
    {
     "p": 0.06907659024000168,
     "m": 1.0
    },
    {
     "p": 0.0962534099817276,
     "m": 1.0
    },
    {
     "p": 0.056565191596746445,
     "m": 1.0
    },
    {
     "p": 0.08954187482595444,
     "m": 1.0
    },
    {
     "p": 0.06525133550167084,
     "m": 1.0
    },
    {
     "p": 0.07851355522871017,
     "m": 1.0
    },
    {
     "p": 0.09225906431674957,
     "m": 1.0
    },
    {
     "p": 0.06137820705771446,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.4466655254364014,
   "val_loss": 1.0392436981201172,
   "acc": 71.65,
   "time": 305.2860078449594,
   "param": [
    {
     "p": 0.07378105074167252,
     "m": 1.0
    },
    {
     "p": 0.06265196204185486,
     "m": 1.0
    },
    {
     "p": 0.09245879203081131,
     "m": 1.0
    },
    {
     "p": 0.07777291536331177,
     "m": 1.0
    },
    {
     "p": 0.0571044385433197,
     "m": 1.0
    },
    {
     "p": 0.04117642343044281,
     "m": 1.0
    },
    {
     "p": 0.04952147603034973,
     "m": 1.0
    },
    {
     "p": 0.0788719430565834,
     "m": 1.0
    },
    {
     "p": 0.07305730879306793,
     "m": 1.0
    },
    {
     "p": 0.07827458530664444,
     "m": 1.0
    },
    {
     "p": 0.07981253415346146,
     "m": 1.0
    },
    {
     "p": 0.05355662852525711,
     "m": 1.0
    },
    {
     "p": 0.11712489277124405,
     "m": 1.0
    },
    {
     "p": 0.06483510881662369,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.1340947151184082,
   "val_loss": 0.8347217440605164,
   "acc": 72.66,
   "time": 310.8119381950237,
   "param": [
    {
     "p": 0.07776641100645065,
     "m": 1.0
    },
    {
     "p": 0.0360613651573658,
     "m": 1.0
    },
    {
     "p": 0.06477152556180954,
     "m": 1.0
    },
    {
     "p": 0.06013922393321991,
     "m": 1.0
    },
    {
     "p": 0.0672139897942543,
     "m": 1.0
    },
    {
     "p": 0.07381479442119598,
     "m": 1.0
    },
    {
     "p": 0.06642940640449524,
     "m": 1.0
    },
    {
     "p": 0.07217148691415787,
     "m": 1.0
    },
    {
     "p": 0.0730796754360199,
     "m": 1.0
    },
    {
     "p": 0.09139327704906464,
     "m": 1.0
    },
    {
     "p": 0.09850754588842392,
     "m": 1.0
    },
    {
     "p": 0.08185286074876785,
     "m": 1.0
    },
    {
     "p": 0.08088676631450653,
     "m": 1.0
    },
    {
     "p": 0.055911630392074585,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.4408068656921387,
   "val_loss": 0.8197182416915894,
   "acc": 71.86,
   "time": 290.2699336960213,
   "param": [
    {
     "p": 0.0682404637336731,
     "m": 1.0
    },
    {
     "p": 0.03724471479654312,
     "m": 1.0
    },
    {
     "p": 0.08170587569475174,
     "m": 1.0
    },
    {
     "p": 0.08084147423505783,
     "m": 1.0
    },
    {
     "p": 0.05997486039996147,
     "m": 1.0
    },
    {
     "p": 0.05786700174212456,
     "m": 1.0
    },
    {
     "p": 0.08263593912124634,
     "m": 1.0
    },
    {
     "p": 0.07548975944519043,
     "m": 1.0
    },
    {
     "p": 0.08380989730358124,
     "m": 1.0
    },
    {
     "p": 0.08585064858198166,
     "m": 1.0
    },
    {
     "p": 0.061501868069171906,
     "m": 1.0
    },
    {
     "p": 0.07727024704217911,
     "m": 1.0
    },
    {
     "p": 0.07236075401306152,
     "m": 1.0
    },
    {
     "p": 0.0752064660191536,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.268017292022705,
   "val_loss": 0.7585057616233826,
   "acc": 72.17,
   "time": 295.29772041307297,
   "param": [
    {
     "p": 0.07552671432495117,
     "m": 1.0
    },
    {
     "p": 0.06363583356142044,
     "m": 1.0
    },
    {
     "p": 0.1114678680896759,
     "m": 1.0
    },
    {
     "p": 0.05252445116639137,
     "m": 1.0
    },
    {
     "p": 0.07434607297182083,
     "m": 1.0
    },
    {
     "p": 0.07229461520910263,
     "m": 1.0
    },
    {
     "p": 0.08232225477695465,
     "m": 1.0
    },
    {
     "p": 0.06352446973323822,
     "m": 1.0
    },
    {
     "p": 0.04627256095409393,
     "m": 1.0
    },
    {
     "p": 0.06086054444313049,
     "m": 1.0
    },
    {
     "p": 0.06369223445653915,
     "m": 1.0
    },
    {
     "p": 0.08079303056001663,
     "m": 1.0
    },
    {
     "p": 0.07945557683706284,
     "m": 1.0
    },
    {
     "p": 0.07328370958566666,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.1064448356628418,
   "val_loss": 0.8220047950744629,
   "acc": 71.87,
   "time": 321.2181587909581,
   "param": [
    {
     "p": 0.0953345000743866,
     "m": 1.0
    },
    {
     "p": 0.02701612189412117,
     "m": 1.0
    },
    {
     "p": 0.11451279371976852,
     "m": 1.0
    },
    {
     "p": 0.07633824646472931,
     "m": 1.0
    },
    {
     "p": 0.06227771192789078,
     "m": 1.0
    },
    {
     "p": 0.04952499642968178,
     "m": 1.0
    },
    {
     "p": 0.08687394112348557,
     "m": 1.0
    },
    {
     "p": 0.07123495638370514,
     "m": 1.0
    },
    {
     "p": 0.05173240229487419,
     "m": 1.0
    },
    {
     "p": 0.08285289257764816,
     "m": 1.0
    },
    {
     "p": 0.08699968457221985,
     "m": 1.0
    },
    {
     "p": 0.04892566427588463,
     "m": 1.0
    },
    {
     "p": 0.08750409632921219,
     "m": 1.0
    },
    {
     "p": 0.05887201800942421,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.2225372791290283,
   "val_loss": 0.800274670124054,
   "acc": 71.72,
   "time": 307.9151472550584,
   "param": [
    {
     "p": 0.09298031032085419,
     "m": 1.0
    },
    {
     "p": 0.04644319787621498,
     "m": 1.0
    },
    {
     "p": 0.08056261390447617,
     "m": 1.0
    },
    {
     "p": 0.08642440289258957,
     "m": 1.0
    },
    {
     "p": 0.04872238636016846,
     "m": 1.0
    },
    {
     "p": 0.052017394453287125,
     "m": 1.0
    },
    {
     "p": 0.05148352310061455,
     "m": 1.0
    },
    {
     "p": 0.09654732048511505,
     "m": 1.0
    },
    {
     "p": 0.04965005815029144,
     "m": 1.0
    },
    {
     "p": 0.05847591161727905,
     "m": 1.0
    },
    {
     "p": 0.09170114248991013,
     "m": 1.0
    },
    {
     "p": 0.09727632999420166,
     "m": 1.0
    },
    {
     "p": 0.08089002966880798,
     "m": 1.0
    },
    {
     "p": 0.06682536005973816,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.1128644943237305,
   "val_loss": 0.8547190427780151,
   "acc": 72.68,
   "time": 317.51711570098996,
   "param": [
    {
     "p": 0.08524453639984131,
     "m": 1.0
    },
    {
     "p": 0.06678860634565353,
     "m": 1.0
    },
    {
     "p": 0.10151170194149017,
     "m": 1.0
    },
    {
     "p": 0.04408971965312958,
     "m": 1.0
    },
    {
     "p": 0.06759853661060333,
     "m": 1.0
    },
    {
     "p": 0.04902622848749161,
     "m": 1.0
    },
    {
     "p": 0.0793442353606224,
     "m": 1.0
    },
    {
     "p": 0.06155850365757942,
     "m": 1.0
    },
    {
     "p": 0.05907785892486572,
     "m": 1.0
    },
    {
     "p": 0.09349026530981064,
     "m": 1.0
    },
    {
     "p": 0.0733889788389206,
     "m": 1.0
    },
    {
     "p": 0.08323943614959717,
     "m": 1.0
    },
    {
     "p": 0.07822457700967789,
     "m": 1.0
    },
    {
     "p": 0.057416826486587524,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.0318435430526733,
   "val_loss": 0.83010333776474,
   "acc": 71.89,
   "time": 301.86240687500685,
   "param": [
    {
     "p": 0.07627827674150467,
     "m": 1.0
    },
    {
     "p": 0.058710675686597824,
     "m": 1.0
    },
    {
     "p": 0.1076684445142746,
     "m": 1.0
    },
    {
     "p": 0.09234901517629623,
     "m": 1.0
    },
    {
     "p": 0.04172007739543915,
     "m": 1.0
    },
    {
     "p": 0.016554616391658783,
     "m": 1.0
    },
    {
     "p": 0.048643406480550766,
     "m": 1.0
    },
    {
     "p": 0.08967607468366623,
     "m": 1.0
    },
    {
     "p": 0.10485316812992096,
     "m": 1.0
    },
    {
     "p": 0.06938830763101578,
     "m": 1.0
    },
    {
     "p": 0.08673206716775894,
     "m": 1.0
    },
    {
     "p": 0.08671608567237854,
     "m": 1.0
    },
    {
     "p": 0.06066484749317169,
     "m": 1.0
    },
    {
     "p": 0.06004500761628151,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.7779091596603394,
   "val_loss": 0.8733209371566772,
   "acc": 72.07,
   "time": 320.22359310800675,
   "param": [
    {
     "p": 0.09109285473823547,
     "m": 1.0
    },
    {
     "p": 0.03621143102645874,
     "m": 1.0
    },
    {
     "p": 0.0972050130367279,
     "m": 1.0
    },
    {
     "p": 0.07048676908016205,
     "m": 1.0
    },
    {
     "p": 0.05204758420586586,
     "m": 1.0
    },
    {
     "p": 0.06686213612556458,
     "m": 1.0
    },
    {
     "p": 0.08783040940761566,
     "m": 1.0
    },
    {
     "p": 0.05121350288391113,
     "m": 1.0
    },
    {
     "p": 0.06908217072486877,
     "m": 1.0
    },
    {
     "p": 0.0888211727142334,
     "m": 1.0
    },
    {
     "p": 0.04197805002331734,
     "m": 1.0
    },
    {
     "p": 0.08278648555278778,
     "m": 1.0
    },
    {
     "p": 0.11131183058023453,
     "m": 1.0
    },
    {
     "p": 0.053070519119501114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.0931508541107178,
   "val_loss": 0.7453418374061584,
   "acc": 72.56,
   "time": 300.2725935950875,
   "param": [
    {
     "p": 0.08937422186136246,
     "m": 1.0
    },
    {
     "p": 0.0567532554268837,
     "m": 1.0
    },
    {
     "p": 0.08312390744686127,
     "m": 1.0
    },
    {
     "p": 0.07710451632738113,
     "m": 1.0
    },
    {
     "p": 0.04375283047556877,
     "m": 1.0
    },
    {
     "p": 0.051047489047050476,
     "m": 1.0
    },
    {
     "p": 0.07533939182758331,
     "m": 1.0
    },
    {
     "p": 0.08284970372915268,
     "m": 1.0
    },
    {
     "p": 0.058022383600473404,
     "m": 1.0
    },
    {
     "p": 0.06494670361280441,
     "m": 1.0
    },
    {
     "p": 0.07696275413036346,
     "m": 1.0
    },
    {
     "p": 0.09613776952028275,
     "m": 1.0
    },
    {
     "p": 0.08769594877958298,
     "m": 1.0
    },
    {
     "p": 0.05688916891813278,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.3755987882614136,
   "val_loss": 0.8626512885093689,
   "acc": 72.29,
   "time": 324.642139064963,
   "param": [
    {
     "p": 0.0775240883231163,
     "m": 1.0
    },
    {
     "p": 0.053953852504491806,
     "m": 1.0
    },
    {
     "p": 0.09140543639659882,
     "m": 1.0
    },
    {
     "p": 0.06971850991249084,
     "m": 1.0
    },
    {
     "p": 0.057417478412389755,
     "m": 1.0
    },
    {
     "p": 0.05154118686914444,
     "m": 1.0
    },
    {
     "p": 0.07878001034259796,
     "m": 1.0
    },
    {
     "p": 0.07254253327846527,
     "m": 1.0
    },
    {
     "p": 0.0851268470287323,
     "m": 1.0
    },
    {
     "p": 0.07831407338380814,
     "m": 1.0
    },
    {
     "p": 0.06553764641284943,
     "m": 1.0
    },
    {
     "p": 0.08541306853294373,
     "m": 1.0
    },
    {
     "p": 0.07210813462734222,
     "m": 1.0
    },
    {
     "p": 0.060617104172706604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.2102715969085693,
   "val_loss": 0.7266042828559875,
   "acc": 72.03,
   "time": 307.05704922799487,
   "param": [
    {
     "p": 0.08151506632566452,
     "m": 1.0
    },
    {
     "p": 0.05830105021595955,
     "m": 1.0
    },
    {
     "p": 0.10787030309438705,
     "m": 1.0
    },
    {
     "p": 0.07086869329214096,
     "m": 1.0
    },
    {
     "p": 0.047335319221019745,
     "m": 1.0
    },
    {
     "p": 0.05326424166560173,
     "m": 1.0
    },
    {
     "p": 0.06829303503036499,
     "m": 1.0
    },
    {
     "p": 0.07636088132858276,
     "m": 1.0
    },
    {
     "p": 0.06814988702535629,
     "m": 1.0
    },
    {
     "p": 0.05781592056155205,
     "m": 1.0
    },
    {
     "p": 0.07122056186199188,
     "m": 1.0
    },
    {
     "p": 0.0876830667257309,
     "m": 1.0
    },
    {
     "p": 0.07237983494997025,
     "m": 1.0
    },
    {
     "p": 0.07894204556941986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.033172607421875,
   "val_loss": 0.9194408059120178,
   "acc": 72.65,
   "time": 291.3703052569181,
   "param": [
    {
     "p": 0.07214279472827911,
     "m": 1.0
    },
    {
     "p": 0.040898554027080536,
     "m": 1.0
    },
    {
     "p": 0.10069434344768524,
     "m": 1.0
    },
    {
     "p": 0.07459710538387299,
     "m": 1.0
    },
    {
     "p": 0.06506627053022385,
     "m": 1.0
    },
    {
     "p": 0.06608069688081741,
     "m": 1.0
    },
    {
     "p": 0.05488624423742294,
     "m": 1.0
    },
    {
     "p": 0.06579726189374924,
     "m": 1.0
    },
    {
     "p": 0.06882280856370926,
     "m": 1.0
    },
    {
     "p": 0.08374019712209702,
     "m": 1.0
    },
    {
     "p": 0.08103207498788834,
     "m": 1.0
    },
    {
     "p": 0.09635168313980103,
     "m": 1.0
    },
    {
     "p": 0.07405751943588257,
     "m": 1.0
    },
    {
     "p": 0.05583241581916809,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.278930425643921,
   "val_loss": 0.7901046276092529,
   "acc": 72.17,
   "time": 308.1275465990184,
   "param": [
    {
     "p": 0.07741618156433105,
     "m": 1.0
    },
    {
     "p": 0.07711473107337952,
     "m": 1.0
    },
    {
     "p": 0.07042727619409561,
     "m": 1.0
    },
    {
     "p": 0.08531303703784943,
     "m": 1.0
    },
    {
     "p": 0.061515454202890396,
     "m": 1.0
    },
    {
     "p": 0.07641845941543579,
     "m": 1.0
    },
    {
     "p": 0.06292293965816498,
     "m": 1.0
    },
    {
     "p": 0.08180636912584305,
     "m": 1.0
    },
    {
     "p": 0.05993865802884102,
     "m": 1.0
    },
    {
     "p": 0.08581538498401642,
     "m": 1.0
    },
    {
     "p": 0.048164233565330505,
     "m": 1.0
    },
    {
     "p": 0.07877609133720398,
     "m": 1.0
    },
    {
     "p": 0.06429454684257507,
     "m": 1.0
    },
    {
     "p": 0.0700765997171402,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.2899099588394165,
   "val_loss": 0.7926201224327087,
   "acc": 73.48,
   "time": 308.35151589405723,
   "param": [
    {
     "p": 0.06746789067983627,
     "m": 1.0
    },
    {
     "p": 0.0754370391368866,
     "m": 1.0
    },
    {
     "p": 0.09107770025730133,
     "m": 1.0
    },
    {
     "p": 0.08035275340080261,
     "m": 1.0
    },
    {
     "p": 0.05720924586057663,
     "m": 1.0
    },
    {
     "p": 0.06539763510227203,
     "m": 1.0
    },
    {
     "p": 0.056103963404893875,
     "m": 1.0
    },
    {
     "p": 0.07833987474441528,
     "m": 1.0
    },
    {
     "p": 0.07467621564865112,
     "m": 1.0
    },
    {
     "p": 0.0865468680858612,
     "m": 1.0
    },
    {
     "p": 0.05208606272935867,
     "m": 1.0
    },
    {
     "p": 0.05611289292573929,
     "m": 1.0
    },
    {
     "p": 0.07524434477090836,
     "m": 1.0
    },
    {
     "p": 0.08394759893417358,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.2628401517868042,
   "val_loss": 0.7769619822502136,
   "acc": 72.47,
   "time": 323.5394237070577,
   "param": [
    {
     "p": 0.08858838677406311,
     "m": 1.0
    },
    {
     "p": 0.05053677409887314,
     "m": 1.0
    },
    {
     "p": 0.06523599475622177,
     "m": 1.0
    },
    {
     "p": 0.06734628975391388,
     "m": 1.0
    },
    {
     "p": 0.04997677356004715,
     "m": 1.0
    },
    {
     "p": 0.07883264869451523,
     "m": 1.0
    },
    {
     "p": 0.07403954863548279,
     "m": 1.0
    },
    {
     "p": 0.09215054661035538,
     "m": 1.0
    },
    {
     "p": 0.06447140127420425,
     "m": 1.0
    },
    {
     "p": 0.0693114846944809,
     "m": 1.0
    },
    {
     "p": 0.061219681054353714,
     "m": 1.0
    },
    {
     "p": 0.08954527229070663,
     "m": 1.0
    },
    {
     "p": 0.08530354499816895,
     "m": 1.0
    },
    {
     "p": 0.06344158202409744,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.127853274345398,
   "val_loss": 0.8484135866165161,
   "acc": 73.56,
   "time": 306.2679471450392,
   "param": [
    {
     "p": 0.06834828853607178,
     "m": 1.0
    },
    {
     "p": 0.003989955876022577,
     "m": 1.0
    },
    {
     "p": 0.11090108007192612,
     "m": 1.0
    },
    {
     "p": 0.09575510025024414,
     "m": 1.0
    },
    {
     "p": 0.0070821624249219894,
     "m": 1.0
    },
    {
     "p": 0.0716591402888298,
     "m": 1.0
    },
    {
     "p": 0.09186586737632751,
     "m": 1.0
    },
    {
     "p": 0.09350795298814774,
     "m": 1.0
    },
    {
     "p": 0.08424138277769089,
     "m": 1.0
    },
    {
     "p": 0.04920000582933426,
     "m": 1.0
    },
    {
     "p": 0.07309079170227051,
     "m": 1.0
    },
    {
     "p": 0.09992212057113647,
     "m": 1.0
    },
    {
     "p": 0.08378861844539642,
     "m": 1.0
    },
    {
     "p": 0.06664752960205078,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.5243782997131348,
   "val_loss": 0.8204613924026489,
   "acc": 72.81,
   "time": 327.1002108930843,
   "param": [
    {
     "p": 0.08864980936050415,
     "m": 1.0
    },
    {
     "p": 0.03018827736377716,
     "m": 1.0
    },
    {
     "p": 0.10951108485460281,
     "m": 1.0
    },
    {
     "p": 0.07299952208995819,
     "m": 1.0
    },
    {
     "p": 0.058222025632858276,
     "m": 1.0
    },
    {
     "p": 0.06371357291936874,
     "m": 1.0
    },
    {
     "p": 0.08486400544643402,
     "m": 1.0
    },
    {
     "p": 0.06024903431534767,
     "m": 1.0
    },
    {
     "p": 0.05973220244050026,
     "m": 1.0
    },
    {
     "p": 0.07631146907806396,
     "m": 1.0
    },
    {
     "p": 0.0639331191778183,
     "m": 1.0
    },
    {
     "p": 0.07054812461137772,
     "m": 1.0
    },
    {
     "p": 0.09055234491825104,
     "m": 1.0
    },
    {
     "p": 0.07052543014287949,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.382873296737671,
   "val_loss": 0.8283578753471375,
   "acc": 73.21,
   "time": 312.6879672569921,
   "param": [
    {
     "p": 0.06478266417980194,
     "m": 1.0
    },
    {
     "p": 0.05400128290057182,
     "m": 1.0
    },
    {
     "p": 0.08977658301591873,
     "m": 1.0
    },
    {
     "p": 0.06798411905765533,
     "m": 1.0
    },
    {
     "p": 0.061251409351825714,
     "m": 1.0
    },
    {
     "p": 0.07412496209144592,
     "m": 1.0
    },
    {
     "p": 0.04916158318519592,
     "m": 1.0
    },
    {
     "p": 0.07682523131370544,
     "m": 1.0
    },
    {
     "p": 0.07717610895633698,
     "m": 1.0
    },
    {
     "p": 0.06926476955413818,
     "m": 1.0
    },
    {
     "p": 0.06873931735754013,
     "m": 1.0
    },
    {
     "p": 0.07510757446289062,
     "m": 1.0
    },
    {
     "p": 0.09636959433555603,
     "m": 1.0
    },
    {
     "p": 0.07543481141328812,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.2441956996917725,
   "val_loss": 0.8174288272857666,
   "acc": 72.75,
   "time": 283.23599616705906,
   "param": [
    {
     "p": 0.09455741196870804,
     "m": 1.0
    },
    {
     "p": 0.021294372156262398,
     "m": 1.0
    },
    {
     "p": 0.09989940375089645,
     "m": 1.0
    },
    {
     "p": 0.0959562435746193,
     "m": 1.0
    },
    {
     "p": 0.0372508205473423,
     "m": 1.0
    },
    {
     "p": 0.08299035578966141,
     "m": 1.0
    },
    {
     "p": 0.0850936770439148,
     "m": 1.0
    },
    {
     "p": 0.06825194507837296,
     "m": 1.0
    },
    {
     "p": 0.0692775547504425,
     "m": 1.0
    },
    {
     "p": 0.04761866480112076,
     "m": 1.0
    },
    {
     "p": 0.06844768673181534,
     "m": 1.0
    },
    {
     "p": 0.07754234969615936,
     "m": 1.0
    },
    {
     "p": 0.09210897982120514,
     "m": 1.0
    },
    {
     "p": 0.059710532426834106,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.1153069734573364,
   "val_loss": 0.7923491597175598,
   "acc": 72.49,
   "time": 282.31940406002104,
   "param": [
    {
     "p": 0.08014366030693054,
     "m": 1.0
    },
    {
     "p": 0.01554814726114273,
     "m": 1.0
    },
    {
     "p": 0.10076456516981125,
     "m": 1.0
    },
    {
     "p": 0.038749732077121735,
     "m": 1.0
    },
    {
     "p": 0.0518571175634861,
     "m": 1.0
    },
    {
     "p": 0.05967118591070175,
     "m": 1.0
    },
    {
     "p": 0.07969571650028229,
     "m": 1.0
    },
    {
     "p": 0.07104948163032532,
     "m": 1.0
    },
    {
     "p": 0.08611984550952911,
     "m": 1.0
    },
    {
     "p": 0.06486833840608597,
     "m": 1.0
    },
    {
     "p": 0.08302970230579376,
     "m": 1.0
    },
    {
     "p": 0.10089856386184692,
     "m": 1.0
    },
    {
     "p": 0.0864219143986702,
     "m": 1.0
    },
    {
     "p": 0.0811820775270462,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.2716444730758667,
   "val_loss": 0.7125086784362793,
   "acc": 73.42,
   "time": 308.54445553093683,
   "param": [
    {
     "p": 0.0697147473692894,
     "m": 1.0
    },
    {
     "p": 0.033602192997932434,
     "m": 1.0
    },
    {
     "p": 0.0783638283610344,
     "m": 1.0
    },
    {
     "p": 0.08841437101364136,
     "m": 1.0
    },
    {
     "p": 0.08032975345849991,
     "m": 1.0
    },
    {
     "p": 0.04325447604060173,
     "m": 1.0
    },
    {
     "p": 0.06969926506280899,
     "m": 1.0
    },
    {
     "p": 0.08537869900465012,
     "m": 1.0
    },
    {
     "p": 0.09623682498931885,
     "m": 1.0
    },
    {
     "p": 0.0898127481341362,
     "m": 1.0
    },
    {
     "p": 0.08022308349609375,
     "m": 1.0
    },
    {
     "p": 0.06550422310829163,
     "m": 1.0
    },
    {
     "p": 0.04828586429357529,
     "m": 1.0
    },
    {
     "p": 0.07117995619773865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.2174564599990845,
   "val_loss": 0.7751092910766602,
   "acc": 72.51,
   "time": 287.2156184989726,
   "param": [
    {
     "p": 0.08006943017244339,
     "m": 1.0
    },
    {
     "p": 0.05639558285474777,
     "m": 1.0
    },
    {
     "p": 0.08302127569913864,
     "m": 1.0
    },
    {
     "p": 0.06885076314210892,
     "m": 1.0
    },
    {
     "p": 0.07083432376384735,
     "m": 1.0
    },
    {
     "p": 0.0873708724975586,
     "m": 1.0
    },
    {
     "p": 0.06897234171628952,
     "m": 1.0
    },
    {
     "p": 0.05311967805027962,
     "m": 1.0
    },
    {
     "p": 0.09713749587535858,
     "m": 1.0
    },
    {
     "p": 0.0755111500620842,
     "m": 1.0
    },
    {
     "p": 0.05773846060037613,
     "m": 1.0
    },
    {
     "p": 0.06591996550559998,
     "m": 1.0
    },
    {
     "p": 0.0644049271941185,
     "m": 1.0
    },
    {
     "p": 0.07065369933843613,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.2611781358718872,
   "val_loss": 0.9228033423423767,
   "acc": 72.67,
   "time": 290.9761176230386,
   "param": [
    {
     "p": 0.0986362174153328,
     "m": 1.0
    },
    {
     "p": 0.05388268828392029,
     "m": 1.0
    },
    {
     "p": 0.09179665148258209,
     "m": 1.0
    },
    {
     "p": 0.07299858331680298,
     "m": 1.0
    },
    {
     "p": 0.04221796989440918,
     "m": 1.0
    },
    {
     "p": 0.05601298063993454,
     "m": 1.0
    },
    {
     "p": 0.06881849467754364,
     "m": 1.0
    },
    {
     "p": 0.0729515329003334,
     "m": 1.0
    },
    {
     "p": 0.0830511823296547,
     "m": 1.0
    },
    {
     "p": 0.06966658681631088,
     "m": 1.0
    },
    {
     "p": 0.0821063444018364,
     "m": 1.0
    },
    {
     "p": 0.05953158438205719,
     "m": 1.0
    },
    {
     "p": 0.08582735061645508,
     "m": 1.0
    },
    {
     "p": 0.06250178813934326,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.2074174880981445,
   "val_loss": 0.8971052169799805,
   "acc": 72.81,
   "time": 308.7192800199846,
   "param": [
    {
     "p": 0.09810522198677063,
     "m": 1.0
    },
    {
     "p": 0.052040353417396545,
     "m": 1.0
    },
    {
     "p": 0.06935101747512817,
     "m": 1.0
    },
    {
     "p": 0.07534229010343552,
     "m": 1.0
    },
    {
     "p": 0.06032509729266167,
     "m": 1.0
    },
    {
     "p": 0.04131796956062317,
     "m": 1.0
    },
    {
     "p": 0.07578184455633163,
     "m": 1.0
    },
    {
     "p": 0.04823778197169304,
     "m": 1.0
    },
    {
     "p": 0.09883040189743042,
     "m": 1.0
    },
    {
     "p": 0.06507201492786407,
     "m": 1.0
    },
    {
     "p": 0.09042780101299286,
     "m": 1.0
    },
    {
     "p": 0.08210012316703796,
     "m": 1.0
    },
    {
     "p": 0.07065269351005554,
     "m": 1.0
    },
    {
     "p": 0.07241546362638474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.6154767274856567,
   "val_loss": 0.6863911151885986,
   "acc": 72.91,
   "time": 280.6776619760785,
   "param": [
    {
     "p": 0.07310448586940765,
     "m": 1.0
    },
    {
     "p": 0.05680123344063759,
     "m": 1.0
    },
    {
     "p": 0.0849018469452858,
     "m": 1.0
    },
    {
     "p": 0.06349091231822968,
     "m": 1.0
    },
    {
     "p": 0.050520677119493484,
     "m": 1.0
    },
    {
     "p": 0.058392371982336044,
     "m": 1.0
    },
    {
     "p": 0.05882813781499863,
     "m": 1.0
    },
    {
     "p": 0.06303778290748596,
     "m": 1.0
    },
    {
     "p": 0.10048268735408783,
     "m": 1.0
    },
    {
     "p": 0.08432576805353165,
     "m": 1.0
    },
    {
     "p": 0.05324742943048477,
     "m": 1.0
    },
    {
     "p": 0.09268420934677124,
     "m": 1.0
    },
    {
     "p": 0.08826657384634018,
     "m": 1.0
    },
    {
     "p": 0.07191593945026398,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.0239315032958984,
   "val_loss": 0.7666110992431641,
   "acc": 73.02,
   "time": 305.6775638930267,
   "param": [
    {
     "p": 0.1044517233967781,
     "m": 1.0
    },
    {
     "p": 0.0715392529964447,
     "m": 1.0
    },
    {
     "p": 0.07035480439662933,
     "m": 1.0
    },
    {
     "p": 0.07862232625484467,
     "m": 1.0
    },
    {
     "p": 0.06859302520751953,
     "m": 1.0
    },
    {
     "p": 0.02729038894176483,
     "m": 1.0
    },
    {
     "p": 0.05505283921957016,
     "m": 1.0
    },
    {
     "p": 0.08069135993719101,
     "m": 1.0
    },
    {
     "p": 0.07039082795381546,
     "m": 1.0
    },
    {
     "p": 0.08064693212509155,
     "m": 1.0
    },
    {
     "p": 0.07486667484045029,
     "m": 1.0
    },
    {
     "p": 0.07288791239261627,
     "m": 1.0
    },
    {
     "p": 0.08234215527772903,
     "m": 1.0
    },
    {
     "p": 0.06226981058716774,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.465863823890686,
   "val_loss": 0.8177534937858582,
   "acc": 73.3,
   "time": 316.94273846794385,
   "param": [
    {
     "p": 0.09081017225980759,
     "m": 1.0
    },
    {
     "p": 0.050893403589725494,
     "m": 1.0
    },
    {
     "p": 0.08105532079935074,
     "m": 1.0
    },
    {
     "p": 0.08082248270511627,
     "m": 1.0
    },
    {
     "p": 0.03428982198238373,
     "m": 1.0
    },
    {
     "p": 0.07278887182474136,
     "m": 1.0
    },
    {
     "p": 0.040362413972616196,
     "m": 1.0
    },
    {
     "p": 0.07516007125377655,
     "m": 1.0
    },
    {
     "p": 0.07457544654607773,
     "m": 1.0
    },
    {
     "p": 0.08611123263835907,
     "m": 1.0
    },
    {
     "p": 0.07590212672948837,
     "m": 1.0
    },
    {
     "p": 0.047767918556928635,
     "m": 1.0
    },
    {
     "p": 0.10083867609500885,
     "m": 1.0
    },
    {
     "p": 0.08862204849720001,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.4177913665771484,
   "val_loss": 0.8042266368865967,
   "acc": 72.8,
   "time": 303.326423159102,
   "param": [
    {
     "p": 0.07193607091903687,
     "m": 1.0
    },
    {
     "p": 0.04134001210331917,
     "m": 1.0
    },
    {
     "p": 0.07364888489246368,
     "m": 1.0
    },
    {
     "p": 0.09577392041683197,
     "m": 1.0
    },
    {
     "p": 0.04779333248734474,
     "m": 1.0
    },
    {
     "p": 0.05602788180112839,
     "m": 1.0
    },
    {
     "p": 0.08745038509368896,
     "m": 1.0
    },
    {
     "p": 0.09356734156608582,
     "m": 1.0
    },
    {
     "p": 0.095345638692379,
     "m": 1.0
    },
    {
     "p": 0.07487775385379791,
     "m": 1.0
    },
    {
     "p": 0.08621155470609665,
     "m": 1.0
    },
    {
     "p": 0.032220497727394104,
     "m": 1.0
    },
    {
     "p": 0.07921244949102402,
     "m": 1.0
    },
    {
     "p": 0.06459423899650574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.8819858431816101,
   "val_loss": 0.81379634141922,
   "acc": 73.21,
   "time": 314.7542755419854,
   "param": [
    {
     "p": 0.08356724679470062,
     "m": 1.0
    },
    {
     "p": 0.02865123748779297,
     "m": 1.0
    },
    {
     "p": 0.0904703289270401,
     "m": 1.0
    },
    {
     "p": 0.06728855520486832,
     "m": 1.0
    },
    {
     "p": 0.054176393896341324,
     "m": 1.0
    },
    {
     "p": 0.06219527870416641,
     "m": 1.0
    },
    {
     "p": 0.09588415920734406,
     "m": 1.0
    },
    {
     "p": 0.09414082765579224,
     "m": 1.0
    },
    {
     "p": 0.06853870302438736,
     "m": 1.0
    },
    {
     "p": 0.06269121170043945,
     "m": 1.0
    },
    {
     "p": 0.08608420193195343,
     "m": 1.0
    },
    {
     "p": 0.07706961780786514,
     "m": 1.0
    },
    {
     "p": 0.0700356662273407,
     "m": 1.0
    },
    {
     "p": 0.059206608682870865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.8475934267044067,
   "val_loss": 0.7659376859664917,
   "acc": 72.88,
   "time": 300.6606417980511,
   "param": [
    {
     "p": 0.07556944340467453,
     "m": 1.0
    },
    {
     "p": 0.06309599429368973,
     "m": 1.0
    },
    {
     "p": 0.07152876257896423,
     "m": 1.0
    },
    {
     "p": 0.07224410772323608,
     "m": 1.0
    },
    {
     "p": 0.03203184902667999,
     "m": 1.0
    },
    {
     "p": 0.044231757521629333,
     "m": 1.0
    },
    {
     "p": 0.07464759796857834,
     "m": 1.0
    },
    {
     "p": 0.08763832598924637,
     "m": 1.0
    },
    {
     "p": 0.09362592548131943,
     "m": 1.0
    },
    {
     "p": 0.0875215232372284,
     "m": 1.0
    },
    {
     "p": 0.06216762214899063,
     "m": 1.0
    },
    {
     "p": 0.07051939517259598,
     "m": 1.0
    },
    {
     "p": 0.09420785307884216,
     "m": 1.0
    },
    {
     "p": 0.07096986472606659,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.0693588256835938,
   "val_loss": 0.7884572148323059,
   "acc": 72.86,
   "time": 300.72230223496445,
   "param": [
    {
     "p": 0.08594202995300293,
     "m": 1.0
    },
    {
     "p": 0.06164274737238884,
     "m": 1.0
    },
    {
     "p": 0.06903175264596939,
     "m": 1.0
    },
    {
     "p": 0.046306829899549484,
     "m": 1.0
    },
    {
     "p": 0.06061751767992973,
     "m": 1.0
    },
    {
     "p": 0.06055048853158951,
     "m": 1.0
    },
    {
     "p": 0.08244651556015015,
     "m": 1.0
    },
    {
     "p": 0.07974695414304733,
     "m": 1.0
    },
    {
     "p": 0.08651195466518402,
     "m": 1.0
    },
    {
     "p": 0.07683634012937546,
     "m": 1.0
    },
    {
     "p": 0.07305524498224258,
     "m": 1.0
    },
    {
     "p": 0.0662076324224472,
     "m": 1.0
    },
    {
     "p": 0.07409419864416122,
     "m": 1.0
    },
    {
     "p": 0.07700975239276886,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.2633590698242188,
   "val_loss": 0.8910738229751587,
   "acc": 72.74,
   "time": 298.85918301390484,
   "param": [
    {
     "p": 0.08836282044649124,
     "m": 1.0
    },
    {
     "p": 0.05190545693039894,
     "m": 1.0
    },
    {
     "p": 0.05820842459797859,
     "m": 1.0
    },
    {
     "p": 0.06039831042289734,
     "m": 1.0
    },
    {
     "p": 0.07173708081245422,
     "m": 1.0
    },
    {
     "p": 0.04649818688631058,
     "m": 1.0
    },
    {
     "p": 0.07806426286697388,
     "m": 1.0
    },
    {
     "p": 0.0857788622379303,
     "m": 1.0
    },
    {
     "p": 0.09504455327987671,
     "m": 1.0
    },
    {
     "p": 0.0824606865644455,
     "m": 1.0
    },
    {
     "p": 0.07315241545438766,
     "m": 1.0
    },
    {
     "p": 0.05200880765914917,
     "m": 1.0
    },
    {
     "p": 0.0794747993350029,
     "m": 1.0
    },
    {
     "p": 0.07690536230802536,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.0426315069198608,
   "val_loss": 0.8283474445343018,
   "acc": 71.62,
   "time": 297.3545425920747,
   "param": [
    {
     "p": 0.0771714448928833,
     "m": 1.0
    },
    {
     "p": 0.08116334676742554,
     "m": 1.0
    },
    {
     "p": 0.06738404184579849,
     "m": 1.0
    },
    {
     "p": 0.09536141157150269,
     "m": 1.0
    },
    {
     "p": 0.03772842511534691,
     "m": 1.0
    },
    {
     "p": 0.06709349155426025,
     "m": 1.0
    },
    {
     "p": 0.06776738166809082,
     "m": 1.0
    },
    {
     "p": 0.051752496510744095,
     "m": 1.0
    },
    {
     "p": 0.0768657699227333,
     "m": 1.0
    },
    {
     "p": 0.08610610663890839,
     "m": 1.0
    },
    {
     "p": 0.05476350709795952,
     "m": 1.0
    },
    {
     "p": 0.07225793600082397,
     "m": 1.0
    },
    {
     "p": 0.0915345698595047,
     "m": 1.0
    },
    {
     "p": 0.07305002957582474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.3134984970092773,
   "val_loss": 0.8291941285133362,
   "acc": 72.41,
   "time": 316.9553369029891,
   "param": [
    {
     "p": 0.08265022188425064,
     "m": 1.0
    },
    {
     "p": 0.048314742743968964,
     "m": 1.0
    },
    {
     "p": 0.07329694926738739,
     "m": 1.0
    },
    {
     "p": 0.08306331187486649,
     "m": 1.0
    },
    {
     "p": 0.042848870158195496,
     "m": 1.0
    },
    {
     "p": 0.08006273210048676,
     "m": 1.0
    },
    {
     "p": 0.06610887497663498,
     "m": 1.0
    },
    {
     "p": 0.052845850586891174,
     "m": 1.0
    },
    {
     "p": 0.08697536587715149,
     "m": 1.0
    },
    {
     "p": 0.07564233243465424,
     "m": 1.0
    },
    {
     "p": 0.05933040380477905,
     "m": 1.0
    },
    {
     "p": 0.08166084438562393,
     "m": 1.0
    },
    {
     "p": 0.08283515274524689,
     "m": 1.0
    },
    {
     "p": 0.08436430245637894,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.4579942226409912,
   "val_loss": 0.8118191957473755,
   "acc": 72.8,
   "time": 305.3408272159286,
   "param": [
    {
     "p": 0.0928100049495697,
     "m": 1.0
    },
    {
     "p": 0.004465282429009676,
     "m": 1.0
    },
    {
     "p": 0.09111490100622177,
     "m": 1.0
    },
    {
     "p": 0.09198350459337234,
     "m": 1.0
    },
    {
     "p": 0.06477418541908264,
     "m": 1.0
    },
    {
     "p": 0.06625312566757202,
     "m": 1.0
    },
    {
     "p": 0.04838545620441437,
     "m": 1.0
    },
    {
     "p": 0.07673772424459457,
     "m": 1.0
    },
    {
     "p": 0.06664738059043884,
     "m": 1.0
    },
    {
     "p": 0.09897176176309586,
     "m": 1.0
    },
    {
     "p": 0.0902516320347786,
     "m": 1.0
    },
    {
     "p": 0.0657244324684143,
     "m": 1.0
    },
    {
     "p": 0.06964821368455887,
     "m": 1.0
    },
    {
     "p": 0.07223229855298996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.2251728773117065,
   "val_loss": 0.8635339140892029,
   "acc": 72.55,
   "time": 306.0155599419959,
   "param": [
    {
     "p": 0.09137165546417236,
     "m": 1.0
    },
    {
     "p": 0.040402717888355255,
     "m": 1.0
    },
    {
     "p": 0.09754746407270432,
     "m": 1.0
    },
    {
     "p": 0.05405038222670555,
     "m": 1.0
    },
    {
     "p": 0.058321572840213776,
     "m": 1.0
    },
    {
     "p": 0.06051701679825783,
     "m": 1.0
    },
    {
     "p": 0.08496031165122986,
     "m": 1.0
    },
    {
     "p": 0.07697814702987671,
     "m": 1.0
    },
    {
     "p": 0.06842246651649475,
     "m": 1.0
    },
    {
     "p": 0.06464634835720062,
     "m": 1.0
    },
    {
     "p": 0.061688002198934555,
     "m": 1.0
    },
    {
     "p": 0.07080460339784622,
     "m": 1.0
    },
    {
     "p": 0.08055219799280167,
     "m": 1.0
    },
    {
     "p": 0.08973712474107742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.2831355333328247,
   "val_loss": 0.7841386198997498,
   "acc": 72.61,
   "time": 312.4393375699874,
   "param": [
    {
     "p": 0.08262602239847183,
     "m": 1.0
    },
    {
     "p": 0.038564231246709824,
     "m": 1.0
    },
    {
     "p": 0.07217084616422653,
     "m": 1.0
    },
    {
     "p": 0.06332597136497498,
     "m": 1.0
    },
    {
     "p": 0.08388742059469223,
     "m": 1.0
    },
    {
     "p": 0.07312857359647751,
     "m": 1.0
    },
    {
     "p": 0.07758288830518723,
     "m": 1.0
    },
    {
     "p": 0.07106656581163406,
     "m": 1.0
    },
    {
     "p": 0.07477176189422607,
     "m": 1.0
    },
    {
     "p": 0.08198964595794678,
     "m": 1.0
    },
    {
     "p": 0.06973022222518921,
     "m": 1.0
    },
    {
     "p": 0.06307881325483322,
     "m": 1.0
    },
    {
     "p": 0.07590906322002411,
     "m": 1.0
    },
    {
     "p": 0.07216790318489075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.2888538837432861,
   "val_loss": 0.8867543339729309,
   "acc": 73.3,
   "time": 304.2532048460562,
   "param": [
    {
     "p": 0.08734071254730225,
     "m": 1.0
    },
    {
     "p": 0.0479634627699852,
     "m": 1.0
    },
    {
     "p": 0.0755169689655304,
     "m": 1.0
    },
    {
     "p": 0.09618029743432999,
     "m": 1.0
    },
    {
     "p": 0.07184364646673203,
     "m": 1.0
    },
    {
     "p": 0.02939053438603878,
     "m": 1.0
    },
    {
     "p": 0.08337541669607162,
     "m": 1.0
    },
    {
     "p": 0.11029036343097687,
     "m": 1.0
    },
    {
     "p": 0.07091037929058075,
     "m": 1.0
    },
    {
     "p": 0.033788081258535385,
     "m": 1.0
    },
    {
     "p": 0.0736643373966217,
     "m": 1.0
    },
    {
     "p": 0.0777510479092598,
     "m": 1.0
    },
    {
     "p": 0.08061042428016663,
     "m": 1.0
    },
    {
     "p": 0.06137439236044884,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.3390377759933472,
   "val_loss": 0.8881733417510986,
   "acc": 73.0,
   "time": 307.64446962904185,
   "param": [
    {
     "p": 0.09104333817958832,
     "m": 1.0
    },
    {
     "p": 0.06343766301870346,
     "m": 1.0
    },
    {
     "p": 0.08446254581212997,
     "m": 1.0
    },
    {
     "p": 0.08254475146532059,
     "m": 1.0
    },
    {
     "p": 0.058357492089271545,
     "m": 1.0
    },
    {
     "p": 0.07202330231666565,
     "m": 1.0
    },
    {
     "p": 0.060704898089170456,
     "m": 1.0
    },
    {
     "p": 0.0740962028503418,
     "m": 1.0
    },
    {
     "p": 0.06427386403083801,
     "m": 1.0
    },
    {
     "p": 0.07329794764518738,
     "m": 1.0
    },
    {
     "p": 0.10300670564174652,
     "m": 1.0
    },
    {
     "p": 0.04974287748336792,
     "m": 1.0
    },
    {
     "p": 0.053484391421079636,
     "m": 1.0
    },
    {
     "p": 0.06952404975891113,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.0539870262145996,
   "val_loss": 0.875645637512207,
   "acc": 72.52,
   "time": 317.75798652600497,
   "param": [
    {
     "p": 0.08232268691062927,
     "m": 1.0
    },
    {
     "p": 0.07365819066762924,
     "m": 1.0
    },
    {
     "p": 0.06988648325204849,
     "m": 1.0
    },
    {
     "p": 0.06358995288610458,
     "m": 1.0
    },
    {
     "p": 0.046255841851234436,
     "m": 1.0
    },
    {
     "p": 0.062423914670944214,
     "m": 1.0
    },
    {
     "p": 0.08635009825229645,
     "m": 1.0
    },
    {
     "p": 0.07417809218168259,
     "m": 1.0
    },
    {
     "p": 0.0700368583202362,
     "m": 1.0
    },
    {
     "p": 0.07422573864459991,
     "m": 1.0
    },
    {
     "p": 0.08065935224294662,
     "m": 1.0
    },
    {
     "p": 0.060289736837148666,
     "m": 1.0
    },
    {
     "p": 0.08859724551439285,
     "m": 1.0
    },
    {
     "p": 0.06752586364746094,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.5229953527450562,
   "val_loss": 0.6936070322990417,
   "acc": 72.8,
   "time": 315.44851974595804,
   "param": [
    {
     "p": 0.025191204622387886,
     "m": 1.0
    },
    {
     "p": 0.05074186995625496,
     "m": 1.0
    },
    {
     "p": 0.08691218495368958,
     "m": 1.0
    },
    {
     "p": 0.10106664896011353,
     "m": 1.0
    },
    {
     "p": 0.05370960384607315,
     "m": 1.0
    },
    {
     "p": 0.03228675574064255,
     "m": 1.0
    },
    {
     "p": 0.06384900212287903,
     "m": 1.0
    },
    {
     "p": 0.0792771577835083,
     "m": 1.0
    },
    {
     "p": 0.07751861959695816,
     "m": 1.0
    },
    {
     "p": 0.08264188468456268,
     "m": 1.0
    },
    {
     "p": 0.08226152509450912,
     "m": 1.0
    },
    {
     "p": 0.06691491603851318,
     "m": 1.0
    },
    {
     "p": 0.10283955931663513,
     "m": 1.0
    },
    {
     "p": 0.09478899091482162,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.6809601783752441,
   "val_loss": 0.8068686723709106,
   "acc": 72.5,
   "time": 311.49761075200513,
   "param": [
    {
     "p": 0.09965166449546814,
     "m": 1.0
    },
    {
     "p": 0.05004436522722244,
     "m": 1.0
    },
    {
     "p": 0.0770702064037323,
     "m": 1.0
    },
    {
     "p": 0.06591857969760895,
     "m": 1.0
    },
    {
     "p": 0.06755263358354568,
     "m": 1.0
    },
    {
     "p": 0.05272393301129341,
     "m": 1.0
    },
    {
     "p": 0.07531894743442535,
     "m": 1.0
    },
    {
     "p": 0.07788942009210587,
     "m": 1.0
    },
    {
     "p": 0.07708530128002167,
     "m": 1.0
    },
    {
     "p": 0.049790818244218826,
     "m": 1.0
    },
    {
     "p": 0.06415977329015732,
     "m": 1.0
    },
    {
     "p": 0.05979670211672783,
     "m": 1.0
    },
    {
     "p": 0.09218236058950424,
     "m": 1.0
    },
    {
     "p": 0.09081530570983887,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.525689721107483,
   "val_loss": 0.8384040594100952,
   "acc": 73.17,
   "time": 299.2000537350541,
   "param": [
    {
     "p": 0.055308256298303604,
     "m": 1.0
    },
    {
     "p": 0.07444686442613602,
     "m": 1.0
    },
    {
     "p": 0.09414669871330261,
     "m": 1.0
    },
    {
     "p": 0.0485253743827343,
     "m": 1.0
    },
    {
     "p": 0.032340846955776215,
     "m": 1.0
    },
    {
     "p": 0.07548096776008606,
     "m": 1.0
    },
    {
     "p": 0.08423101902008057,
     "m": 1.0
    },
    {
     "p": 0.07091444730758667,
     "m": 1.0
    },
    {
     "p": 0.09325403720140457,
     "m": 1.0
    },
    {
     "p": 0.0537518672645092,
     "m": 1.0
    },
    {
     "p": 0.073566734790802,
     "m": 1.0
    },
    {
     "p": 0.07899326086044312,
     "m": 1.0
    },
    {
     "p": 0.06495281308889389,
     "m": 1.0
    },
    {
     "p": 0.10008685290813446,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.409550428390503,
   "val_loss": 0.7111098170280457,
   "acc": 72.41,
   "time": 295.72820769192185,
   "param": [
    {
     "p": 0.07569804042577744,
     "m": 1.0
    },
    {
     "p": 0.034777261316776276,
     "m": 1.0
    },
    {
     "p": 0.08284759521484375,
     "m": 1.0
    },
    {
     "p": 0.07293658703565598,
     "m": 1.0
    },
    {
     "p": 0.051415279507637024,
     "m": 1.0
    },
    {
     "p": 0.08135519176721573,
     "m": 1.0
    },
    {
     "p": 0.08042998611927032,
     "m": 1.0
    },
    {
     "p": 0.06952737271785736,
     "m": 1.0
    },
    {
     "p": 0.06998410075902939,
     "m": 1.0
    },
    {
     "p": 0.0703708603978157,
     "m": 1.0
    },
    {
     "p": 0.07573947310447693,
     "m": 1.0
    },
    {
     "p": 0.06496451050043106,
     "m": 1.0
    },
    {
     "p": 0.08150769770145416,
     "m": 1.0
    },
    {
     "p": 0.08844610303640366,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 151,
   "train_loss": 1.075430154800415,
   "val_loss": 0.9205081462860107,
   "acc": 73.03,
   "time": 296.1301810069708,
   "param": [
    {
     "p": 0.09265774488449097,
     "m": 1.0
    },
    {
     "p": 0.06056132912635803,
     "m": 1.0
    },
    {
     "p": 0.09653818607330322,
     "m": 1.0
    },
    {
     "p": 0.07318398356437683,
     "m": 1.0
    },
    {
     "p": 0.08495474606752396,
     "m": 1.0
    },
    {
     "p": 0.024754658341407776,
     "m": 1.0
    },
    {
     "p": 0.06359376013278961,
     "m": 1.0
    },
    {
     "p": 0.08449999988079071,
     "m": 1.0
    },
    {
     "p": 0.05429203435778618,
     "m": 1.0
    },
    {
     "p": 0.08682332187891006,
     "m": 1.0
    },
    {
     "p": 0.05715375766158104,
     "m": 1.0
    },
    {
     "p": 0.07468438148498535,
     "m": 1.0
    },
    {
     "p": 0.06942784041166306,
     "m": 1.0
    },
    {
     "p": 0.07687432318925858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 152,
   "train_loss": 1.096384048461914,
   "val_loss": 0.8691478371620178,
   "acc": 72.47,
   "time": 281.9085502520902,
   "param": [
    {
     "p": 0.06263752281665802,
     "m": 1.0
    },
    {
     "p": 0.04767746105790138,
     "m": 1.0
    },
    {
     "p": 0.05980418995022774,
     "m": 1.0
    },
    {
     "p": 0.08296249806880951,
     "m": 1.0
    },
    {
     "p": 0.08121177554130554,
     "m": 1.0
    },
    {
     "p": 0.06343787163496017,
     "m": 1.0
    },
    {
     "p": 0.05719301477074623,
     "m": 1.0
    },
    {
     "p": 0.045974645763635635,
     "m": 1.0
    },
    {
     "p": 0.07287821918725967,
     "m": 1.0
    },
    {
     "p": 0.07722305506467819,
     "m": 1.0
    },
    {
     "p": 0.09069912135601044,
     "m": 1.0
    },
    {
     "p": 0.08344987779855728,
     "m": 1.0
    },
    {
     "p": 0.10175542533397675,
     "m": 1.0
    },
    {
     "p": 0.07309535890817642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 153,
   "train_loss": 1.0699704885482788,
   "val_loss": 0.7516809701919556,
   "acc": 73.14,
   "time": 298.17551559291314,
   "param": [
    {
     "p": 0.07165031135082245,
     "m": 1.0
    },
    {
     "p": 0.07437846064567566,
     "m": 1.0
    },
    {
     "p": 0.07732165604829788,
     "m": 1.0
    },
    {
     "p": 0.0363633967936039,
     "m": 1.0
    },
    {
     "p": 0.06830724328756332,
     "m": 1.0
    },
    {
     "p": 0.03014749474823475,
     "m": 1.0
    },
    {
     "p": 0.0792199969291687,
     "m": 1.0
    },
    {
     "p": 0.05899969860911369,
     "m": 1.0
    },
    {
     "p": 0.09224709868431091,
     "m": 1.0
    },
    {
     "p": 0.06721215695142746,
     "m": 1.0
    },
    {
     "p": 0.07930241525173187,
     "m": 1.0
    },
    {
     "p": 0.0953579992055893,
     "m": 1.0
    },
    {
     "p": 0.087953120470047,
     "m": 1.0
    },
    {
     "p": 0.08153896033763885,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 154,
   "train_loss": 1.124113917350769,
   "val_loss": 0.7923768758773804,
   "acc": 72.82,
   "time": 339.96742425404955,
   "param": [
    {
     "p": 0.09165741503238678,
     "m": 1.0
    },
    {
     "p": 0.04653298482298851,
     "m": 1.0
    },
    {
     "p": 0.08111564815044403,
     "m": 1.0
    },
    {
     "p": 0.0583500899374485,
     "m": 1.0
    },
    {
     "p": 0.07541725784540176,
     "m": 1.0
    },
    {
     "p": 0.06041713058948517,
     "m": 1.0
    },
    {
     "p": 0.07611015439033508,
     "m": 1.0
    },
    {
     "p": 0.08395883440971375,
     "m": 1.0
    },
    {
     "p": 0.06886055320501328,
     "m": 1.0
    },
    {
     "p": 0.06547802686691284,
     "m": 1.0
    },
    {
     "p": 0.058785609900951385,
     "m": 1.0
    },
    {
     "p": 0.08108608424663544,
     "m": 1.0
    },
    {
     "p": 0.08034946769475937,
     "m": 1.0
    },
    {
     "p": 0.07188078761100769,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 155,
   "train_loss": 1.237881064414978,
   "val_loss": 0.8717213869094849,
   "acc": 73.26,
   "time": 313.9966982980259,
   "param": [
    {
     "p": 0.05885779485106468,
     "m": 1.0
    },
    {
     "p": 0.03487648442387581,
     "m": 1.0
    },
    {
     "p": 0.09369683265686035,
     "m": 1.0
    },
    {
     "p": 0.07460399717092514,
     "m": 1.0
    },
    {
     "p": 0.04203902930021286,
     "m": 1.0
    },
    {
     "p": 0.06882645934820175,
     "m": 1.0
    },
    {
     "p": 0.09247659891843796,
     "m": 1.0
    },
    {
     "p": 0.06439096480607986,
     "m": 1.0
    },
    {
     "p": 0.07996794581413269,
     "m": 1.0
    },
    {
     "p": 0.091218501329422,
     "m": 1.0
    },
    {
     "p": 0.06413416564464569,
     "m": 1.0
    },
    {
     "p": 0.07989058643579483,
     "m": 1.0
    },
    {
     "p": 0.08365663886070251,
     "m": 1.0
    },
    {
     "p": 0.07136400043964386,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 156,
   "train_loss": 1.3213136196136475,
   "val_loss": 0.8091806769371033,
   "acc": 72.6,
   "time": 304.3424249100499,
   "param": [
    {
     "p": 0.07077526301145554,
     "m": 1.0
    },
    {
     "p": 0.03399386256933212,
     "m": 1.0
    },
    {
     "p": 0.0848463848233223,
     "m": 1.0
    },
    {
     "p": 0.06373906135559082,
     "m": 1.0
    },
    {
     "p": 0.05991021916270256,
     "m": 1.0
    },
    {
     "p": 0.07601751387119293,
     "m": 1.0
    },
    {
     "p": 0.08678479492664337,
     "m": 1.0
    },
    {
     "p": 0.08400390297174454,
     "m": 1.0
    },
    {
     "p": 0.05682564154267311,
     "m": 1.0
    },
    {
     "p": 0.08420819789171219,
     "m": 1.0
    },
    {
     "p": 0.07977452874183655,
     "m": 1.0
    },
    {
     "p": 0.06713833659887314,
     "m": 1.0
    },
    {
     "p": 0.08284180611371994,
     "m": 1.0
    },
    {
     "p": 0.06914058327674866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 157,
   "train_loss": 1.1180217266082764,
   "val_loss": 0.8721106052398682,
   "acc": 73.0,
   "time": 301.57140478200745,
   "param": [
    {
     "p": 0.10350443422794342,
     "m": 1.0
    },
    {
     "p": 0.03371209651231766,
     "m": 1.0
    },
    {
     "p": 0.07495474815368652,
     "m": 1.0
    },
    {
     "p": 0.07167305052280426,
     "m": 1.0
    },
    {
     "p": 0.04832027852535248,
     "m": 1.0
    },
    {
     "p": 0.04982173070311546,
     "m": 1.0
    },
    {
     "p": 0.08161039650440216,
     "m": 1.0
    },
    {
     "p": 0.0752471536397934,
     "m": 1.0
    },
    {
     "p": 0.0936071127653122,
     "m": 1.0
    },
    {
     "p": 0.0772567093372345,
     "m": 1.0
    },
    {
     "p": 0.08083897083997726,
     "m": 1.0
    },
    {
     "p": 0.07520556449890137,
     "m": 1.0
    },
    {
     "p": 0.07324112206697464,
     "m": 1.0
    },
    {
     "p": 0.06100669875741005,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 158,
   "train_loss": 0.7801390886306763,
   "val_loss": 0.8974454998970032,
   "acc": 72.91,
   "time": 314.0586127419956,
   "param": [
    {
     "p": 0.08110542595386505,
     "m": 1.0
    },
    {
     "p": 0.07790733128786087,
     "m": 1.0
    },
    {
     "p": 0.07114562392234802,
     "m": 1.0
    },
    {
     "p": 0.06967191398143768,
     "m": 1.0
    },
    {
     "p": 0.04914155602455139,
     "m": 1.0
    },
    {
     "p": 0.07535701245069504,
     "m": 1.0
    },
    {
     "p": 0.09019622206687927,
     "m": 1.0
    },
    {
     "p": 0.05690038949251175,
     "m": 1.0
    },
    {
     "p": 0.06366533786058426,
     "m": 1.0
    },
    {
     "p": 0.060164924710989,
     "m": 1.0
    },
    {
     "p": 0.07120361179113388,
     "m": 1.0
    },
    {
     "p": 0.07643621414899826,
     "m": 1.0
    },
    {
     "p": 0.09348468482494354,
     "m": 1.0
    },
    {
     "p": 0.06361968070268631,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 159,
   "train_loss": 1.0391476154327393,
   "val_loss": 0.7788026332855225,
   "acc": 72.75,
   "time": 314.78722952201497,
   "param": [
    {
     "p": 0.07506243884563446,
     "m": 1.0
    },
    {
     "p": 0.06319992989301682,
     "m": 1.0
    },
    {
     "p": 0.08104658126831055,
     "m": 1.0
    },
    {
     "p": 0.06538677215576172,
     "m": 1.0
    },
    {
     "p": 0.04394470527768135,
     "m": 1.0
    },
    {
     "p": 0.04565933346748352,
     "m": 1.0
    },
    {
     "p": 0.08886266499757767,
     "m": 1.0
    },
    {
     "p": 0.08799564838409424,
     "m": 1.0
    },
    {
     "p": 0.08511942625045776,
     "m": 1.0
    },
    {
     "p": 0.06411241739988327,
     "m": 1.0
    },
    {
     "p": 0.08542511612176895,
     "m": 1.0
    },
    {
     "p": 0.07120978087186813,
     "m": 1.0
    },
    {
     "p": 0.07600775361061096,
     "m": 1.0
    },
    {
     "p": 0.06696745753288269,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 160,
   "train_loss": 0.8591840863227844,
   "val_loss": 0.8092367053031921,
   "acc": 73.23,
   "time": 308.8399480470689,
   "param": [
    {
     "p": 0.04536726325750351,
     "m": 1.0
    },
    {
     "p": 0.06221069395542145,
     "m": 1.0
    },
    {
     "p": 0.10111325234174728,
     "m": 1.0
    },
    {
     "p": 0.06129782274365425,
     "m": 1.0
    },
    {
     "p": 0.0777074322104454,
     "m": 1.0
    },
    {
     "p": 0.057054296135902405,
     "m": 1.0
    },
    {
     "p": 0.06875541806221008,
     "m": 1.0
    },
    {
     "p": 0.08334600925445557,
     "m": 1.0
    },
    {
     "p": 0.08434872329235077,
     "m": 1.0
    },
    {
     "p": 0.07896014302968979,
     "m": 1.0
    },
    {
     "p": 0.062399715185165405,
     "m": 1.0
    },
    {
     "p": 0.07023724913597107,
     "m": 1.0
    },
    {
     "p": 0.08500617742538452,
     "m": 1.0
    },
    {
     "p": 0.06219581887125969,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 161,
   "train_loss": 1.2378627061843872,
   "val_loss": 0.9748544096946716,
   "acc": 74.0,
   "time": 314.35650031105615,
   "param": [
    {
     "p": 0.08608263731002808,
     "m": 1.0
    },
    {
     "p": 0.06022724136710167,
     "m": 1.0
    },
    {
     "p": 0.057059094309806824,
     "m": 1.0
    },
    {
     "p": 0.06865034997463226,
     "m": 1.0
    },
    {
     "p": 0.06384167820215225,
     "m": 1.0
    },
    {
     "p": 0.0758332684636116,
     "m": 1.0
    },
    {
     "p": 0.060745757073163986,
     "m": 1.0
    },
    {
     "p": 0.06357839703559875,
     "m": 1.0
    },
    {
     "p": 0.05904034152626991,
     "m": 1.0
    },
    {
     "p": 0.08105703443288803,
     "m": 1.0
    },
    {
     "p": 0.08889667689800262,
     "m": 1.0
    },
    {
     "p": 0.06273191422224045,
     "m": 1.0
    },
    {
     "p": 0.08905498683452606,
     "m": 1.0
    },
    {
     "p": 0.08320055902004242,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 162,
   "train_loss": 1.2877446413040161,
   "val_loss": 1.0275015830993652,
   "acc": 72.62,
   "time": 299.40613138198387,
   "param": [
    {
     "p": 0.07034657150506973,
     "m": 1.0
    },
    {
     "p": 0.05509575456380844,
     "m": 1.0
    },
    {
     "p": 0.086192287504673,
     "m": 1.0
    },
    {
     "p": 0.06967005878686905,
     "m": 1.0
    },
    {
     "p": 0.051107995212078094,
     "m": 1.0
    },
    {
     "p": 0.05672745779156685,
     "m": 1.0
    },
    {
     "p": 0.08190964162349701,
     "m": 1.0
    },
    {
     "p": 0.06485225260257721,
     "m": 1.0
    },
    {
     "p": 0.06874196231365204,
     "m": 1.0
    },
    {
     "p": 0.08239132165908813,
     "m": 1.0
    },
    {
     "p": 0.08800490200519562,
     "m": 1.0
    },
    {
     "p": 0.07434798777103424,
     "m": 1.0
    },
    {
     "p": 0.08286352455615997,
     "m": 1.0
    },
    {
     "p": 0.06774832308292389,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 163,
   "train_loss": 1.2422850131988525,
   "val_loss": 0.8365670442581177,
   "acc": 73.54,
   "time": 306.9569338329602,
   "param": [
    {
     "p": 0.06522174179553986,
     "m": 1.0
    },
    {
     "p": 0.06637220829725266,
     "m": 1.0
    },
    {
     "p": 0.047713834792375565,
     "m": 1.0
    },
    {
     "p": 0.0895153358578682,
     "m": 1.0
    },
    {
     "p": 0.08437748998403549,
     "m": 1.0
    },
    {
     "p": 0.03839787095785141,
     "m": 1.0
    },
    {
     "p": 0.09035784006118774,
     "m": 1.0
    },
    {
     "p": 0.07129696011543274,
     "m": 1.0
    },
    {
     "p": 0.06082877144217491,
     "m": 1.0
    },
    {
     "p": 0.06481862813234329,
     "m": 1.0
    },
    {
     "p": 0.08328253030776978,
     "m": 1.0
    },
    {
     "p": 0.07273098826408386,
     "m": 1.0
    },
    {
     "p": 0.08766630291938782,
     "m": 1.0
    },
    {
     "p": 0.07741944491863251,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 164,
   "train_loss": 0.6560357213020325,
   "val_loss": 0.7633402347564697,
   "acc": 73.24,
   "time": 307.10199206799734,
   "param": [
    {
     "p": 0.10184706002473831,
     "m": 1.0
    },
    {
     "p": 0.012307890690863132,
     "m": 1.0
    },
    {
     "p": 0.07445880770683289,
     "m": 1.0
    },
    {
     "p": 0.06711158156394958,
     "m": 1.0
    },
    {
     "p": 0.06779571622610092,
     "m": 1.0
    },
    {
     "p": 0.030924160033464432,
     "m": 1.0
    },
    {
     "p": 0.07214873284101486,
     "m": 1.0
    },
    {
     "p": 0.07654892653226852,
     "m": 1.0
    },
    {
     "p": 0.06510181725025177,
     "m": 1.0
    },
    {
     "p": 0.10002131015062332,
     "m": 1.0
    },
    {
     "p": 0.07773300260305405,
     "m": 1.0
    },
    {
     "p": 0.08115226030349731,
     "m": 1.0
    },
    {
     "p": 0.10191339254379272,
     "m": 1.0
    },
    {
     "p": 0.07093538343906403,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 165,
   "train_loss": 1.127811312675476,
   "val_loss": 0.9920887351036072,
   "acc": 74.25,
   "time": 309.92297988408245,
   "param": [
    {
     "p": 0.06933845579624176,
     "m": 1.0
    },
    {
     "p": 0.05628278851509094,
     "m": 1.0
    },
    {
     "p": 0.0898783728480339,
     "m": 1.0
    },
    {
     "p": 0.08595416694879532,
     "m": 1.0
    },
    {
     "p": 0.05430221930146217,
     "m": 1.0
    },
    {
     "p": 0.0828738659620285,
     "m": 1.0
    },
    {
     "p": 0.07784862071275711,
     "m": 1.0
    },
    {
     "p": 0.07369732856750488,
     "m": 1.0
    },
    {
     "p": 0.08489946275949478,
     "m": 1.0
    },
    {
     "p": 0.07109194993972778,
     "m": 1.0
    },
    {
     "p": 0.07947008311748505,
     "m": 1.0
    },
    {
     "p": 0.05880983546376228,
     "m": 1.0
    },
    {
     "p": 0.06563715636730194,
     "m": 1.0
    },
    {
     "p": 0.049915701150894165,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 166,
   "train_loss": 1.5155296325683594,
   "val_loss": 0.8098503351211548,
   "acc": 72.96,
   "time": 321.7059558270266,
   "param": [
    {
     "p": 0.06265299022197723,
     "m": 1.0
    },
    {
     "p": 0.04974379390478134,
     "m": 1.0
    },
    {
     "p": 0.09266597777605057,
     "m": 1.0
    },
    {
     "p": 0.07937774062156677,
     "m": 1.0
    },
    {
     "p": 0.05802834779024124,
     "m": 1.0
    },
    {
     "p": 0.075236015021801,
     "m": 1.0
    },
    {
     "p": 0.0662386491894722,
     "m": 1.0
    },
    {
     "p": 0.06747698038816452,
     "m": 1.0
    },
    {
     "p": 0.07209400832653046,
     "m": 1.0
    },
    {
     "p": 0.08745782822370529,
     "m": 1.0
    },
    {
     "p": 0.04398689419031143,
     "m": 1.0
    },
    {
     "p": 0.06479188054800034,
     "m": 1.0
    },
    {
     "p": 0.08854704350233078,
     "m": 1.0
    },
    {
     "p": 0.09170185029506683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 167,
   "train_loss": 1.1678202152252197,
   "val_loss": 0.7367017269134521,
   "acc": 73.45,
   "time": 305.6003205101006,
   "param": [
    {
     "p": 0.0891871526837349,
     "m": 1.0
    },
    {
     "p": 0.06609625369310379,
     "m": 1.0
    },
    {
     "p": 0.06422258168458939,
     "m": 1.0
    },
    {
     "p": 0.05547703802585602,
     "m": 1.0
    },
    {
     "p": 0.06061141565442085,
     "m": 1.0
    },
    {
     "p": 0.057992320507764816,
     "m": 1.0
    },
    {
     "p": 0.07960759848356247,
     "m": 1.0
    },
    {
     "p": 0.08599948137998581,
     "m": 1.0
    },
    {
     "p": 0.08053610473871231,
     "m": 1.0
    },
    {
     "p": 0.07339814305305481,
     "m": 1.0
    },
    {
     "p": 0.073985256254673,
     "m": 1.0
    },
    {
     "p": 0.04977283254265785,
     "m": 1.0
    },
    {
     "p": 0.07881277799606323,
     "m": 1.0
    },
    {
     "p": 0.08430105447769165,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 168,
   "train_loss": 1.3329548835754395,
   "val_loss": 0.837894856929779,
   "acc": 72.31,
   "time": 313.11222597409505,
   "param": [
    {
     "p": 0.10930553078651428,
     "m": 1.0
    },
    {
     "p": 0.0043801236897706985,
     "m": 1.0
    },
    {
     "p": 0.07840140163898468,
     "m": 1.0
    },
    {
     "p": 0.07314354926347733,
     "m": 1.0
    },
    {
     "p": 0.06162157282233238,
     "m": 1.0
    },
    {
     "p": 0.06004467234015465,
     "m": 1.0
    },
    {
     "p": 0.08207418769598007,
     "m": 1.0
    },
    {
     "p": 0.10389015823602676,
     "m": 1.0
    },
    {
     "p": 0.06736473739147186,
     "m": 1.0
    },
    {
     "p": 0.032365042716264725,
     "m": 1.0
    },
    {
     "p": 0.11548478901386261,
     "m": 1.0
    },
    {
     "p": 0.05634265020489693,
     "m": 1.0
    },
    {
     "p": 0.0861407220363617,
     "m": 1.0
    },
    {
     "p": 0.06944086402654648,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 169,
   "train_loss": 1.1484566926956177,
   "val_loss": 0.7224910259246826,
   "acc": 73.82,
   "time": 328.58063404099084,
   "param": [
    {
     "p": 0.09133855253458023,
     "m": 1.0
    },
    {
     "p": 0.05493317171931267,
     "m": 1.0
    },
    {
     "p": 0.0972883477807045,
     "m": 1.0
    },
    {
     "p": 0.05668755620718002,
     "m": 1.0
    },
    {
     "p": 0.04720193147659302,
     "m": 1.0
    },
    {
     "p": 0.05944933742284775,
     "m": 1.0
    },
    {
     "p": 0.08802162110805511,
     "m": 1.0
    },
    {
     "p": 0.06223050877451897,
     "m": 1.0
    },
    {
     "p": 0.09005584567785263,
     "m": 1.0
    },
    {
     "p": 0.06218471750617027,
     "m": 1.0
    },
    {
     "p": 0.08027250319719315,
     "m": 1.0
    },
    {
     "p": 0.08446171879768372,
     "m": 1.0
    },
    {
     "p": 0.052766744047403336,
     "m": 1.0
    },
    {
     "p": 0.0731075182557106,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 170,
   "train_loss": 1.117226243019104,
   "val_loss": 0.804599940776825,
   "acc": 72.93,
   "time": 295.7952582759317,
   "param": [
    {
     "p": 0.08262813091278076,
     "m": 1.0
    },
    {
     "p": 0.052770499140024185,
     "m": 1.0
    },
    {
     "p": 0.08937747776508331,
     "m": 1.0
    },
    {
     "p": 0.06432601064443588,
     "m": 1.0
    },
    {
     "p": 0.03246922045946121,
     "m": 1.0
    },
    {
     "p": 0.08289878070354462,
     "m": 1.0
    },
    {
     "p": 0.10277906805276871,
     "m": 1.0
    },
    {
     "p": 0.07931463420391083,
     "m": 1.0
    },
    {
     "p": 0.09508619457483292,
     "m": 1.0
    },
    {
     "p": 0.07949139922857285,
     "m": 1.0
    },
    {
     "p": 0.07200439274311066,
     "m": 1.0
    },
    {
     "p": 0.03353946655988693,
     "m": 1.0
    },
    {
     "p": 0.048625193536281586,
     "m": 1.0
    },
    {
     "p": 0.08468950539827347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 171,
   "train_loss": 1.2656385898590088,
   "val_loss": 0.7752160429954529,
   "acc": 73.19,
   "time": 300.42669442493934,
   "param": [
    {
     "p": 0.05565880984067917,
     "m": 1.0
    },
    {
     "p": 0.045975204557180405,
     "m": 1.0
    },
    {
     "p": 0.08041035383939743,
     "m": 1.0
    },
    {
     "p": 0.04272114858031273,
     "m": 1.0
    },
    {
     "p": 0.07472685724496841,
     "m": 1.0
    },
    {
     "p": 0.07968313992023468,
     "m": 1.0
    },
    {
     "p": 0.09791740775108337,
     "m": 1.0
    },
    {
     "p": 0.05880821496248245,
     "m": 1.0
    },
    {
     "p": 0.07329580932855606,
     "m": 1.0
    },
    {
     "p": 0.08114835619926453,
     "m": 1.0
    },
    {
     "p": 0.09034504741430283,
     "m": 1.0
    },
    {
     "p": 0.040628787130117416,
     "m": 1.0
    },
    {
     "p": 0.09177137911319733,
     "m": 1.0
    },
    {
     "p": 0.08690951764583588,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 172,
   "train_loss": 0.8949787616729736,
   "val_loss": 0.8231940269470215,
   "acc": 72.13,
   "time": 285.7546025000047,
   "param": [
    {
     "p": 0.09415961056947708,
     "m": 1.0
    },
    {
     "p": 0.045263562351465225,
     "m": 1.0
    },
    {
     "p": 0.07736358791589737,
     "m": 1.0
    },
    {
     "p": 0.05879936367273331,
     "m": 1.0
    },
    {
     "p": 0.05275938659906387,
     "m": 1.0
    },
    {
     "p": 0.056382689625024796,
     "m": 1.0
    },
    {
     "p": 0.07711382210254669,
     "m": 1.0
    },
    {
     "p": 0.08890465646982193,
     "m": 1.0
    },
    {
     "p": 0.07526915520429611,
     "m": 1.0
    },
    {
     "p": 0.07651219516992569,
     "m": 1.0
    },
    {
     "p": 0.09357322007417679,
     "m": 1.0
    },
    {
     "p": 0.06117028743028641,
     "m": 1.0
    },
    {
     "p": 0.06369536370038986,
     "m": 1.0
    },
    {
     "p": 0.07903317362070084,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 173,
   "train_loss": 1.4174978733062744,
   "val_loss": 0.6675775051116943,
   "acc": 73.84,
   "time": 306.53862648201175,
   "param": [
    {
     "p": 0.09042596071958542,
     "m": 1.0
    },
    {
     "p": 0.046850256621837616,
     "m": 1.0
    },
    {
     "p": 0.09296245127916336,
     "m": 1.0
    },
    {
     "p": 0.06853646039962769,
     "m": 1.0
    },
    {
     "p": 0.059087418019771576,
     "m": 1.0
    },
    {
     "p": 0.07771622389554977,
     "m": 1.0
    },
    {
     "p": 0.0733441412448883,
     "m": 1.0
    },
    {
     "p": 0.07279235869646072,
     "m": 1.0
    },
    {
     "p": 0.06593351811170578,
     "m": 1.0
    },
    {
     "p": 0.08395804464817047,
     "m": 1.0
    },
    {
     "p": 0.05419202521443367,
     "m": 1.0
    },
    {
     "p": 0.05787772685289383,
     "m": 1.0
    },
    {
     "p": 0.0836813673377037,
     "m": 1.0
    },
    {
     "p": 0.07264194637537003,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 174,
   "train_loss": 1.245982050895691,
   "val_loss": 0.8863939642906189,
   "acc": 73.6,
   "time": 306.8078112269286,
   "param": [
    {
     "p": 0.0605006143450737,
     "m": 1.0
    },
    {
     "p": 0.07275477796792984,
     "m": 1.0
    },
    {
     "p": 0.0644342452287674,
     "m": 1.0
    },
    {
     "p": 0.08763977140188217,
     "m": 1.0
    },
    {
     "p": 0.07073794305324554,
     "m": 1.0
    },
    {
     "p": 0.043355461210012436,
     "m": 1.0
    },
    {
     "p": 0.07415378838777542,
     "m": 1.0
    },
    {
     "p": 0.09705150872468948,
     "m": 1.0
    },
    {
     "p": 0.08823265135288239,
     "m": 1.0
    },
    {
     "p": 0.06795503944158554,
     "m": 1.0
    },
    {
     "p": 0.043473001569509506,
     "m": 1.0
    },
    {
     "p": 0.07208029180765152,
     "m": 1.0
    },
    {
     "p": 0.09071902930736542,
     "m": 1.0
    },
    {
     "p": 0.06691188365221024,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 175,
   "train_loss": 1.300131916999817,
   "val_loss": 0.8069706559181213,
   "acc": 73.23,
   "time": 310.8712629089132,
   "param": [
    {
     "p": 0.05697431415319443,
     "m": 1.0
    },
    {
     "p": 0.05644291266798973,
     "m": 1.0
    },
    {
     "p": 0.06951090693473816,
     "m": 1.0
    },
    {
     "p": 0.07446368038654327,
     "m": 1.0
    },
    {
     "p": 0.06296339631080627,
     "m": 1.0
    },
    {
     "p": 0.05557793006300926,
     "m": 1.0
    },
    {
     "p": 0.08052493631839752,
     "m": 1.0
    },
    {
     "p": 0.0755593329668045,
     "m": 1.0
    },
    {
     "p": 0.07370322942733765,
     "m": 1.0
    },
    {
     "p": 0.08585672825574875,
     "m": 1.0
    },
    {
     "p": 0.07844188064336777,
     "m": 1.0
    },
    {
     "p": 0.08527640253305435,
     "m": 1.0
    },
    {
     "p": 0.07118260860443115,
     "m": 1.0
    },
    {
     "p": 0.07352164387702942,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 176,
   "train_loss": 1.2453925609588623,
   "val_loss": 0.7998089790344238,
   "acc": 72.98,
   "time": 307.1506438549841,
   "param": [
    {
     "p": 0.08791894465684891,
     "m": 1.0
    },
    {
     "p": 0.06018216535449028,
     "m": 1.0
    },
    {
     "p": 0.07222992181777954,
     "m": 1.0
    },
    {
     "p": 0.0831916555762291,
     "m": 1.0
    },
    {
     "p": 0.07081803679466248,
     "m": 1.0
    },
    {
     "p": 0.08515357226133347,
     "m": 1.0
    },
    {
     "p": 0.05732284113764763,
     "m": 1.0
    },
    {
     "p": 0.09036659449338913,
     "m": 1.0
    },
    {
     "p": 0.04221998155117035,
     "m": 1.0
    },
    {
     "p": 0.04401908069849014,
     "m": 1.0
    },
    {
     "p": 0.06734427809715271,
     "m": 1.0
    },
    {
     "p": 0.09128419309854507,
     "m": 1.0
    },
    {
     "p": 0.06963735073804855,
     "m": 1.0
    },
    {
     "p": 0.07831136882305145,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 177,
   "train_loss": 1.4195297956466675,
   "val_loss": 0.6810746788978577,
   "acc": 73.25,
   "time": 286.87870828201994,
   "param": [
    {
     "p": 0.06242681294679642,
     "m": 1.0
    },
    {
     "p": 0.04729776456952095,
     "m": 1.0
    },
    {
     "p": 0.07515612244606018,
     "m": 1.0
    },
    {
     "p": 0.083975650370121,
     "m": 1.0
    },
    {
     "p": 0.07314062863588333,
     "m": 1.0
    },
    {
     "p": 0.05788443610072136,
     "m": 1.0
    },
    {
     "p": 0.07256969809532166,
     "m": 1.0
    },
    {
     "p": 0.08360638469457626,
     "m": 1.0
    },
    {
     "p": 0.08276732265949249,
     "m": 1.0
    },
    {
     "p": 0.07505922764539719,
     "m": 1.0
    },
    {
     "p": 0.04237496852874756,
     "m": 1.0
    },
    {
     "p": 0.046372756361961365,
     "m": 1.0
    },
    {
     "p": 0.08791744709014893,
     "m": 1.0
    },
    {
     "p": 0.1094508096575737,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 178,
   "train_loss": 1.4640103578567505,
   "val_loss": 0.8664326071739197,
   "acc": 72.94,
   "time": 307.6763157059904,
   "param": [
    {
     "p": 0.09978046268224716,
     "m": 1.0
    },
    {
     "p": 0.06189487874507904,
     "m": 1.0
    },
    {
     "p": 0.09020315110683441,
     "m": 1.0
    },
    {
     "p": 0.024653300642967224,
     "m": 1.0
    },
    {
     "p": 0.07120638340711594,
     "m": 1.0
    },
    {
     "p": 0.05232889577746391,
     "m": 1.0
    },
    {
     "p": 0.07773680984973907,
     "m": 1.0
    },
    {
     "p": 0.046503111720085144,
     "m": 1.0
    },
    {
     "p": 0.08137086033821106,
     "m": 1.0
    },
    {
     "p": 0.08056455850601196,
     "m": 1.0
    },
    {
     "p": 0.07850021123886108,
     "m": 1.0
    },
    {
     "p": 0.053332652896642685,
     "m": 1.0
    },
    {
     "p": 0.08375564962625504,
     "m": 1.0
    },
    {
     "p": 0.09816913306713104,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 179,
   "train_loss": 1.2243890762329102,
   "val_loss": 0.7924672365188599,
   "acc": 73.43,
   "time": 318.8071302820463,
   "param": [
    {
     "p": 0.06685846298933029,
     "m": 1.0
    },
    {
     "p": 0.061100613325834274,
     "m": 1.0
    },
    {
     "p": 0.08262702077627182,
     "m": 1.0
    },
    {
     "p": 0.053043488413095474,
     "m": 1.0
    },
    {
     "p": 0.07056056708097458,
     "m": 1.0
    },
    {
     "p": 0.073670893907547,
     "m": 1.0
    },
    {
     "p": 0.07477499544620514,
     "m": 1.0
    },
    {
     "p": 0.10156017541885376,
     "m": 1.0
    },
    {
     "p": 0.05165987089276314,
     "m": 1.0
    },
    {
     "p": 0.07303963601589203,
     "m": 1.0
    },
    {
     "p": 0.054926756769418716,
     "m": 1.0
    },
    {
     "p": 0.06509009748697281,
     "m": 1.0
    },
    {
     "p": 0.0747937262058258,
     "m": 1.0
    },
    {
     "p": 0.09629372507333755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 180,
   "train_loss": 0.9811822175979614,
   "val_loss": 0.7396705746650696,
   "acc": 73.87,
   "time": 348.08857533091214,
   "param": [
    {
     "p": 0.0695754736661911,
     "m": 1.0
    },
    {
     "p": 0.04556015878915787,
     "m": 1.0
    },
    {
     "p": 0.09021974354982376,
     "m": 1.0
    },
    {
     "p": 0.058395180851221085,
     "m": 1.0
    },
    {
     "p": 0.0949019342660904,
     "m": 1.0
    },
    {
     "p": 0.060563426464796066,
     "m": 1.0
    },
    {
     "p": 0.07891404628753662,
     "m": 1.0
    },
    {
     "p": 0.08915312588214874,
     "m": 1.0
    },
    {
     "p": 0.05949762091040611,
     "m": 1.0
    },
    {
     "p": 0.06572367250919342,
     "m": 1.0
    },
    {
     "p": 0.08948071300983429,
     "m": 1.0
    },
    {
     "p": 0.07223021984100342,
     "m": 1.0
    },
    {
     "p": 0.0706135556101799,
     "m": 1.0
    },
    {
     "p": 0.05517116189002991,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 181,
   "train_loss": 0.9699831604957581,
   "val_loss": 0.8183889985084534,
   "acc": 73.61,
   "time": 290.6706001830753,
   "param": [
    {
     "p": 0.09726985543966293,
     "m": 1.0
    },
    {
     "p": 0.05244813859462738,
     "m": 1.0
    },
    {
     "p": 0.09486881643533707,
     "m": 1.0
    },
    {
     "p": 0.048334695398807526,
     "m": 1.0
    },
    {
     "p": 0.030820205807685852,
     "m": 1.0
    },
    {
     "p": 0.058147113770246506,
     "m": 1.0
    },
    {
     "p": 0.07666589319705963,
     "m": 1.0
    },
    {
     "p": 0.07624097168445587,
     "m": 1.0
    },
    {
     "p": 0.06653782725334167,
     "m": 1.0
    },
    {
     "p": 0.07428742200136185,
     "m": 1.0
    },
    {
     "p": 0.07853080332279205,
     "m": 1.0
    },
    {
     "p": 0.07967313379049301,
     "m": 1.0
    },
    {
     "p": 0.08894558250904083,
     "m": 1.0
    },
    {
     "p": 0.07722952961921692,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 182,
   "train_loss": 0.9607303142547607,
   "val_loss": 0.7097567915916443,
   "acc": 74.14,
   "time": 318.7125182719901,
   "param": [
    {
     "p": 0.10429567843675613,
     "m": 1.0
    },
    {
     "p": 0.0006882773013785481,
     "m": 1.0
    },
    {
     "p": 0.10006504505872726,
     "m": 1.0
    },
    {
     "p": 0.054874639958143234,
     "m": 1.0
    },
    {
     "p": 0.058713510632514954,
     "m": 1.0
    },
    {
     "p": 0.08290208876132965,
     "m": 1.0
    },
    {
     "p": 0.06515073031187057,
     "m": 1.0
    },
    {
     "p": 0.06104494258761406,
     "m": 1.0
    },
    {
     "p": 0.08243387937545776,
     "m": 1.0
    },
    {
     "p": 0.049770455807447433,
     "m": 1.0
    },
    {
     "p": 0.059780195355415344,
     "m": 1.0
    },
    {
     "p": 0.10009543597698212,
     "m": 1.0
    },
    {
     "p": 0.10535255819559097,
     "m": 1.0
    },
    {
     "p": 0.07483253628015518,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 183,
   "train_loss": 1.2230457067489624,
   "val_loss": 0.7791311144828796,
   "acc": 73.59,
   "time": 330.06928068806883,
   "param": [
    {
     "p": 0.08988288044929504,
     "m": 1.0
    },
    {
     "p": 0.05287979170680046,
     "m": 1.0
    },
    {
     "p": 0.0708959549665451,
     "m": 1.0
    },
    {
     "p": 0.07338566333055496,
     "m": 1.0
    },
    {
     "p": 0.06209125369787216,
     "m": 1.0
    },
    {
     "p": 0.06905071437358856,
     "m": 1.0
    },
    {
     "p": 0.09478756785392761,
     "m": 1.0
    },
    {
     "p": 0.040041133761405945,
     "m": 1.0
    },
    {
     "p": 0.05995296686887741,
     "m": 1.0
    },
    {
     "p": 0.07265264540910721,
     "m": 1.0
    },
    {
     "p": 0.07978177815675735,
     "m": 1.0
    },
    {
     "p": 0.08785565942525864,
     "m": 1.0
    },
    {
     "p": 0.05725385993719101,
     "m": 1.0
    },
    {
     "p": 0.08948829770088196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 184,
   "train_loss": 1.3620291948318481,
   "val_loss": 0.8558173775672913,
   "acc": 73.39,
   "time": 296.75819733110256,
   "param": [
    {
     "p": 0.05882195755839348,
     "m": 1.0
    },
    {
     "p": 0.023402661085128784,
     "m": 1.0
    },
    {
     "p": 0.09726186841726303,
     "m": 1.0
    },
    {
     "p": 0.05257174000144005,
     "m": 1.0
    },
    {
     "p": 0.0792103186249733,
     "m": 1.0
    },
    {
     "p": 0.07050115615129471,
     "m": 1.0
    },
    {
     "p": 0.032477933913469315,
     "m": 1.0
    },
    {
     "p": 0.08415521681308746,
     "m": 1.0
    },
    {
     "p": 0.06483805179595947,
     "m": 1.0
    },
    {
     "p": 0.08792759478092194,
     "m": 1.0
    },
    {
     "p": 0.09184234589338303,
     "m": 1.0
    },
    {
     "p": 0.08481676131486893,
     "m": 1.0
    },
    {
     "p": 0.07652950286865234,
     "m": 1.0
    },
    {
     "p": 0.09564287960529327,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 185,
   "train_loss": 1.0851746797561646,
   "val_loss": 0.8431039452552795,
   "acc": 73.92,
   "time": 301.29348989902064,
   "param": [
    {
     "p": 0.06943054497241974,
     "m": 1.0
    },
    {
     "p": 0.039187196642160416,
     "m": 1.0
    },
    {
     "p": 0.08275455981492996,
     "m": 1.0
    },
    {
     "p": 0.0691775381565094,
     "m": 1.0
    },
    {
     "p": 0.0767645612359047,
     "m": 1.0
    },
    {
     "p": 0.05347667261958122,
     "m": 1.0
    },
    {
     "p": 0.0814225822687149,
     "m": 1.0
    },
    {
     "p": 0.06470651924610138,
     "m": 1.0
    },
    {
     "p": 0.08784579485654831,
     "m": 1.0
    },
    {
     "p": 0.07165506482124329,
     "m": 1.0
    },
    {
     "p": 0.06227356567978859,
     "m": 1.0
    },
    {
     "p": 0.08047035336494446,
     "m": 1.0
    },
    {
     "p": 0.08201326429843903,
     "m": 1.0
    },
    {
     "p": 0.0788218155503273,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 186,
   "train_loss": 0.9218459129333496,
   "val_loss": 0.8265974521636963,
   "acc": 73.99,
   "time": 323.0430436450988,
   "param": [
    {
     "p": 0.07979084551334381,
     "m": 1.0
    },
    {
     "p": 0.06101531162858009,
     "m": 1.0
    },
    {
     "p": 0.07360336929559708,
     "m": 1.0
    },
    {
     "p": 0.06842286139726639,
     "m": 1.0
    },
    {
     "p": 0.048393648117780685,
     "m": 1.0
    },
    {
     "p": 0.07872121781110764,
     "m": 1.0
    },
    {
     "p": 0.06792828440666199,
     "m": 1.0
    },
    {
     "p": 0.06839945912361145,
     "m": 1.0
    },
    {
     "p": 0.08113808929920197,
     "m": 1.0
    },
    {
     "p": 0.07797107100486755,
     "m": 1.0
    },
    {
     "p": 0.06329397857189178,
     "m": 1.0
    },
    {
     "p": 0.09310030192136765,
     "m": 1.0
    },
    {
     "p": 0.07700511813163757,
     "m": 1.0
    },
    {
     "p": 0.06121645122766495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 187,
   "train_loss": 0.8557877540588379,
   "val_loss": 0.8026666045188904,
   "acc": 73.37,
   "time": 321.0057127169566,
   "param": [
    {
     "p": 0.08066102862358093,
     "m": 1.0
    },
    {
     "p": 0.020751018077135086,
     "m": 1.0
    },
    {
     "p": 0.11782634258270264,
     "m": 1.0
    },
    {
     "p": 0.05588768422603607,
     "m": 1.0
    },
    {
     "p": 0.08306016027927399,
     "m": 1.0
    },
    {
     "p": 0.029774079099297523,
     "m": 1.0
    },
    {
     "p": 0.06144041568040848,
     "m": 1.0
    },
    {
     "p": 0.08394411206245422,
     "m": 1.0
    },
    {
     "p": 0.09211918711662292,
     "m": 1.0
    },
    {
     "p": 0.08420875668525696,
     "m": 1.0
    },
    {
     "p": 0.07331134378910065,
     "m": 1.0
    },
    {
     "p": 0.054698821157217026,
     "m": 1.0
    },
    {
     "p": 0.09235579520463943,
     "m": 1.0
    },
    {
     "p": 0.06996120512485504,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 188,
   "train_loss": 1.000232458114624,
   "val_loss": 0.8032097220420837,
   "acc": 73.22,
   "time": 296.0110169230029,
   "param": [
    {
     "p": 0.053858425468206406,
     "m": 1.0
    },
    {
     "p": 0.04420701414346695,
     "m": 1.0
    },
    {
     "p": 0.06205974146723747,
     "m": 1.0
    },
    {
     "p": 0.08323667198419571,
     "m": 1.0
    },
    {
     "p": 0.0723249763250351,
     "m": 1.0
    },
    {
     "p": 0.0510307177901268,
     "m": 1.0
    },
    {
     "p": 0.09639785438776016,
     "m": 1.0
    },
    {
     "p": 0.09379084408283234,
     "m": 1.0
    },
    {
     "p": 0.045078013092279434,
     "m": 1.0
    },
    {
     "p": 0.056375909596681595,
     "m": 1.0
    },
    {
     "p": 0.07582010328769684,
     "m": 1.0
    },
    {
     "p": 0.09555494785308838,
     "m": 1.0
    },
    {
     "p": 0.09373854100704193,
     "m": 1.0
    },
    {
     "p": 0.07652632892131805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 189,
   "train_loss": 0.9824450016021729,
   "val_loss": 0.9881042242050171,
   "acc": 73.21,
   "time": 308.84170906303916,
   "param": [
    {
     "p": 0.08035428822040558,
     "m": 1.0
    },
    {
     "p": 0.06665551662445068,
     "m": 1.0
    },
    {
     "p": 0.09364304691553116,
     "m": 1.0
    },
    {
     "p": 0.06725727766752243,
     "m": 1.0
    },
    {
     "p": 0.04005075991153717,
     "m": 1.0
    },
    {
     "p": 0.07596105337142944,
     "m": 1.0
    },
    {
     "p": 0.08244172483682632,
     "m": 1.0
    },
    {
     "p": 0.07776409387588501,
     "m": 1.0
    },
    {
     "p": 0.06341619789600372,
     "m": 1.0
    },
    {
     "p": 0.08913397789001465,
     "m": 1.0
    },
    {
     "p": 0.0518312007188797,
     "m": 1.0
    },
    {
     "p": 0.07674159854650497,
     "m": 1.0
    },
    {
     "p": 0.05078664422035217,
     "m": 1.0
    },
    {
     "p": 0.08396264165639877,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 190,
   "train_loss": 1.3338619470596313,
   "val_loss": 0.8014021515846252,
   "acc": 73.5,
   "time": 334.3750151960412,
   "param": [
    {
     "p": 0.06843143701553345,
     "m": 1.0
    },
    {
     "p": 0.05737726017832756,
     "m": 1.0
    },
    {
     "p": 0.09283998608589172,
     "m": 1.0
    },
    {
     "p": 0.08336061239242554,
     "m": 1.0
    },
    {
     "p": 0.04266182333230972,
     "m": 1.0
    },
    {
     "p": 0.062154918909072876,
     "m": 1.0
    },
    {
     "p": 0.07300599664449692,
     "m": 1.0
    },
    {
     "p": 0.049144480377435684,
     "m": 1.0
    },
    {
     "p": 0.07853179425001144,
     "m": 1.0
    },
    {
     "p": 0.0931374728679657,
     "m": 1.0
    },
    {
     "p": 0.08318231254816055,
     "m": 1.0
    },
    {
     "p": 0.06551804393529892,
     "m": 1.0
    },
    {
     "p": 0.0784439742565155,
     "m": 1.0
    },
    {
     "p": 0.07220984250307083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 191,
   "train_loss": 1.0833228826522827,
   "val_loss": 0.7379407286643982,
   "acc": 73.56,
   "time": 301.3675501360558,
   "param": [
    {
     "p": 0.07562512159347534,
     "m": 1.0
    },
    {
     "p": 0.04111199826002121,
     "m": 1.0
    },
    {
     "p": 0.08313100785017014,
     "m": 1.0
    },
    {
     "p": 0.047292981296777725,
     "m": 1.0
    },
    {
     "p": 0.0553472675383091,
     "m": 1.0
    },
    {
     "p": 0.05935726687312126,
     "m": 1.0
    },
    {
     "p": 0.07880032062530518,
     "m": 1.0
    },
    {
     "p": 0.08935394138097763,
     "m": 1.0
    },
    {
     "p": 0.07134032994508743,
     "m": 1.0
    },
    {
     "p": 0.070115827023983,
     "m": 1.0
    },
    {
     "p": 0.0772128701210022,
     "m": 1.0
    },
    {
     "p": 0.0762043297290802,
     "m": 1.0
    },
    {
     "p": 0.08715713769197464,
     "m": 1.0
    },
    {
     "p": 0.0879497081041336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 192,
   "train_loss": 1.462431788444519,
   "val_loss": 0.8901485204696655,
   "acc": 74.18,
   "time": 300.4099206040846,
   "param": [
    {
     "p": 0.07911157608032227,
     "m": 1.0
    },
    {
     "p": 0.06743151694536209,
     "m": 1.0
    },
    {
     "p": 0.08768276870250702,
     "m": 1.0
    },
    {
     "p": 0.05810179561376572,
     "m": 1.0
    },
    {
     "p": 0.07424246519804001,
     "m": 1.0
    },
    {
     "p": 0.06253301352262497,
     "m": 1.0
    },
    {
     "p": 0.07050136476755142,
     "m": 1.0
    },
    {
     "p": 0.060411207377910614,
     "m": 1.0
    },
    {
     "p": 0.08935824036598206,
     "m": 1.0
    },
    {
     "p": 0.07647514343261719,
     "m": 1.0
    },
    {
     "p": 0.08341309428215027,
     "m": 1.0
    },
    {
     "p": 0.0468837209045887,
     "m": 1.0
    },
    {
     "p": 0.06549688428640366,
     "m": 1.0
    },
    {
     "p": 0.07835719734430313,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 193,
   "train_loss": 1.6052576303482056,
   "val_loss": 0.725071907043457,
   "acc": 73.77,
   "time": 295.5876581770135,
   "param": [
    {
     "p": 0.06094104424118996,
     "m": 1.0
    },
    {
     "p": 0.05716939643025398,
     "m": 1.0
    },
    {
     "p": 0.09346191585063934,
     "m": 1.0
    },
    {
     "p": 0.08207879215478897,
     "m": 1.0
    },
    {
     "p": 0.059046804904937744,
     "m": 1.0
    },
    {
     "p": 0.06204034760594368,
     "m": 1.0
    },
    {
     "p": 0.05978021398186684,
     "m": 1.0
    },
    {
     "p": 0.07041434943675995,
     "m": 1.0
    },
    {
     "p": 0.06653785705566406,
     "m": 1.0
    },
    {
     "p": 0.057332102209329605,
     "m": 1.0
    },
    {
     "p": 0.07393103837966919,
     "m": 1.0
    },
    {
     "p": 0.0869353711605072,
     "m": 1.0
    },
    {
     "p": 0.08622754365205765,
     "m": 1.0
    },
    {
     "p": 0.08410321921110153,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 194,
   "train_loss": 0.8760586977005005,
   "val_loss": 0.8147634267807007,
   "acc": 73.92,
   "time": 276.3885405890178,
   "param": [
    {
     "p": 0.08165235817432404,
     "m": 1.0
    },
    {
     "p": 0.06478878110647202,
     "m": 1.0
    },
    {
     "p": 0.08640936762094498,
     "m": 1.0
    },
    {
     "p": 0.07387561351060867,
     "m": 1.0
    },
    {
     "p": 0.08265030384063721,
     "m": 1.0
    },
    {
     "p": 0.0636318251490593,
     "m": 1.0
    },
    {
     "p": 0.029984889551997185,
     "m": 1.0
    },
    {
     "p": 0.07805080711841583,
     "m": 1.0
    },
    {
     "p": 0.05589444190263748,
     "m": 1.0
    },
    {
     "p": 0.047065332531929016,
     "m": 1.0
    },
    {
     "p": 0.06554096192121506,
     "m": 1.0
    },
    {
     "p": 0.07402540743350983,
     "m": 1.0
    },
    {
     "p": 0.10926388204097748,
     "m": 1.0
    },
    {
     "p": 0.0871659368276596,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 195,
   "train_loss": 1.3910857439041138,
   "val_loss": 0.8357486724853516,
   "acc": 73.03,
   "time": 309.41540922492277,
   "param": [
    {
     "p": 0.08454156666994095,
     "m": 1.0
    },
    {
     "p": 0.06869185715913773,
     "m": 1.0
    },
    {
     "p": 0.0948265790939331,
     "m": 1.0
    },
    {
     "p": 0.05912815034389496,
     "m": 1.0
    },
    {
     "p": 0.046515364199876785,
     "m": 1.0
    },
    {
     "p": 0.06165388971567154,
     "m": 1.0
    },
    {
     "p": 0.08548156917095184,
     "m": 1.0
    },
    {
     "p": 0.07493914663791656,
     "m": 1.0
    },
    {
     "p": 0.07895522564649582,
     "m": 1.0
    },
    {
     "p": 0.09057155251502991,
     "m": 1.0
    },
    {
     "p": 0.07440867274999619,
     "m": 1.0
    },
    {
     "p": 0.046722494065761566,
     "m": 1.0
    },
    {
     "p": 0.07849953323602676,
     "m": 1.0
    },
    {
     "p": 0.055064380168914795,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 196,
   "train_loss": 1.503446102142334,
   "val_loss": 0.7624548673629761,
   "acc": 73.45,
   "time": 336.74677331000566,
   "param": [
    {
     "p": 0.08736672252416611,
     "m": 1.0
    },
    {
     "p": 0.03437639772891998,
     "m": 1.0
    },
    {
     "p": 0.10804428905248642,
     "m": 1.0
    },
    {
     "p": 0.08942385017871857,
     "m": 1.0
    },
    {
     "p": 0.06349107623100281,
     "m": 1.0
    },
    {
     "p": 0.03712114691734314,
     "m": 1.0
    },
    {
     "p": 0.029110154137015343,
     "m": 1.0
    },
    {
     "p": 0.06347532570362091,
     "m": 1.0
    },
    {
     "p": 0.08377896249294281,
     "m": 1.0
    },
    {
     "p": 0.09500622749328613,
     "m": 1.0
    },
    {
     "p": 0.08142343163490295,
     "m": 1.0
    },
    {
     "p": 0.0732797309756279,
     "m": 1.0
    },
    {
     "p": 0.05051056295633316,
     "m": 1.0
    },
    {
     "p": 0.10359210520982742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 197,
   "train_loss": 1.1826715469360352,
   "val_loss": 0.7071261405944824,
   "acc": 73.87,
   "time": 307.97277457092423,
   "param": [
    {
     "p": 0.07621584087610245,
     "m": 1.0
    },
    {
     "p": 0.04996528849005699,
     "m": 1.0
    },
    {
     "p": 0.08493030816316605,
     "m": 1.0
    },
    {
     "p": 0.08423656970262527,
     "m": 1.0
    },
    {
     "p": 0.06890599429607391,
     "m": 1.0
    },
    {
     "p": 0.026806719601154327,
     "m": 1.0
    },
    {
     "p": 0.07862917333841324,
     "m": 1.0
    },
    {
     "p": 0.09136800467967987,
     "m": 1.0
    },
    {
     "p": 0.05763890594244003,
     "m": 1.0
    },
    {
     "p": 0.07317724823951721,
     "m": 1.0
    },
    {
     "p": 0.06329496204853058,
     "m": 1.0
    },
    {
     "p": 0.0894479975104332,
     "m": 1.0
    },
    {
     "p": 0.05933544039726257,
     "m": 1.0
    },
    {
     "p": 0.0960475355386734,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 198,
   "train_loss": 1.2386263608932495,
   "val_loss": 0.75590580701828,
   "acc": 73.73,
   "time": 316.6743730510352,
   "param": [
    {
     "p": 0.033023104071617126,
     "m": 1.0
    },
    {
     "p": 0.051483143121004105,
     "m": 1.0
    },
    {
     "p": 0.08927903324365616,
     "m": 1.0
    },
    {
     "p": 0.06848596781492233,
     "m": 1.0
    },
    {
     "p": 0.09294507652521133,
     "m": 1.0
    },
    {
     "p": 0.09521351754665375,
     "m": 1.0
    },
    {
     "p": 0.08370955288410187,
     "m": 1.0
    },
    {
     "p": 0.08060690015554428,
     "m": 1.0
    },
    {
     "p": 0.08089794218540192,
     "m": 1.0
    },
    {
     "p": 0.024961484596133232,
     "m": 1.0
    },
    {
     "p": 0.060469891875982285,
     "m": 1.0
    },
    {
     "p": 0.07621978968381882,
     "m": 1.0
    },
    {
     "p": 0.0731392651796341,
     "m": 1.0
    },
    {
     "p": 0.08956539630889893,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 199,
   "train_loss": 1.121735692024231,
   "val_loss": 0.7363495230674744,
   "acc": 73.35,
   "time": 327.6053290240234,
   "param": [
    {
     "p": 0.04482452943921089,
     "m": 1.0
    },
    {
     "p": 0.04076623544096947,
     "m": 1.0
    },
    {
     "p": 0.08509279787540436,
     "m": 1.0
    },
    {
     "p": 0.06740880012512207,
     "m": 1.0
    },
    {
     "p": 0.06048991531133652,
     "m": 1.0
    },
    {
     "p": 0.08169325441122055,
     "m": 1.0
    },
    {
     "p": 0.08527056872844696,
     "m": 1.0
    },
    {
     "p": 0.07871410250663757,
     "m": 1.0
    },
    {
     "p": 0.08020303398370743,
     "m": 1.0
    },
    {
     "p": 0.04756687954068184,
     "m": 1.0
    },
    {
     "p": 0.07599995285272598,
     "m": 1.0
    },
    {
     "p": 0.06475337594747543,
     "m": 1.0
    },
    {
     "p": 0.10344736278057098,
     "m": 1.0
    },
    {
     "p": 0.08376917243003845,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 200,
   "train_loss": 1.2535758018493652,
   "val_loss": 0.7608805298805237,
   "acc": 73.73,
   "time": 310.2990568949608,
   "param": [
    {
     "p": 0.0853274017572403,
     "m": 1.0
    },
    {
     "p": 0.05797788128256798,
     "m": 1.0
    },
    {
     "p": 0.08780710399150848,
     "m": 1.0
    },
    {
     "p": 0.04395674914121628,
     "m": 1.0
    },
    {
     "p": 0.030226323753595352,
     "m": 1.0
    },
    {
     "p": 0.04241551086306572,
     "m": 1.0
    },
    {
     "p": 0.06804179400205612,
     "m": 1.0
    },
    {
     "p": 0.08469528704881668,
     "m": 1.0
    },
    {
     "p": 0.08180877566337585,
     "m": 1.0
    },
    {
     "p": 0.07830183207988739,
     "m": 1.0
    },
    {
     "p": 0.09666755050420761,
     "m": 1.0
    },
    {
     "p": 0.08418053388595581,
     "m": 1.0
    },
    {
     "p": 0.0781526118516922,
     "m": 1.0
    },
    {
     "p": 0.08044072985649109,
     "m": 1.0
    }
   ]
  }
 ]
}