{
 "Accuracy": 71.48,
 "Time": [
  69.25136056841195,
  4.653805106692435
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.3222873210906982,
   "val_loss": 2.2014153003692627,
   "acc": 15.86,
   "time": 67.71237734588794,
   "param": [
    {
     "p": 0.08014650642871857,
     "m": 1.0
    },
    {
     "p": 0.05661080405116081,
     "m": 1.0
    },
    {
     "p": 0.08328188955783844,
     "m": 1.0
    },
    {
     "p": 0.08101784437894821,
     "m": 1.0
    },
    {
     "p": 0.07912632077932358,
     "m": 1.0
    },
    {
     "p": 0.053614113479852676,
     "m": 1.0
    },
    {
     "p": 0.07537585496902466,
     "m": 1.0
    },
    {
     "p": 0.07719222456216812,
     "m": 1.0
    },
    {
     "p": 0.08259772509336472,
     "m": 1.0
    },
    {
     "p": 0.07966352999210358,
     "m": 1.0
    },
    {
     "p": 0.04490503668785095,
     "m": 1.0
    },
    {
     "p": 0.0773605927824974,
     "m": 1.0
    },
    {
     "p": 0.09372805804014206,
     "m": 1.0
    },
    {
     "p": 0.035379521548748016,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.020179033279419,
   "val_loss": 1.9852778911590576,
   "acc": 26.98,
   "time": 77.81573254801333,
   "param": [
    {
     "p": 0.0890343189239502,
     "m": 1.0
    },
    {
     "p": 0.035914212465286255,
     "m": 1.0
    },
    {
     "p": 0.09188375622034073,
     "m": 1.0
    },
    {
     "p": 0.0859958678483963,
     "m": 1.0
    },
    {
     "p": 0.05481252074241638,
     "m": 1.0
    },
    {
     "p": 0.0628415197134018,
     "m": 1.0
    },
    {
     "p": 0.05678734928369522,
     "m": 1.0
    },
    {
     "p": 0.07483421266078949,
     "m": 1.0
    },
    {
     "p": 0.08877407014369965,
     "m": 1.0
    },
    {
     "p": 0.09733930975198746,
     "m": 1.0
    },
    {
     "p": 0.06159065663814545,
     "m": 1.0
    },
    {
     "p": 0.08391178399324417,
     "m": 1.0
    },
    {
     "p": 0.0904042050242424,
     "m": 1.0
    },
    {
     "p": 0.02587624080479145,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.0172858238220215,
   "val_loss": 1.7798455953598022,
   "acc": 33.06,
   "time": 71.9319600048475,
   "param": [
    {
     "p": 0.09546896815299988,
     "m": 1.0
    },
    {
     "p": 0.007338345050811768,
     "m": 1.0
    },
    {
     "p": 0.11007923632860184,
     "m": 1.0
    },
    {
     "p": 0.10545925050973892,
     "m": 1.0
    },
    {
     "p": 0.0282317902892828,
     "m": 1.0
    },
    {
     "p": 0.037530407309532166,
     "m": 1.0
    },
    {
     "p": 0.05174361541867256,
     "m": 1.0
    },
    {
     "p": 0.09354691952466965,
     "m": 1.0
    },
    {
     "p": 0.0858636200428009,
     "m": 1.0
    },
    {
     "p": 0.09423325210809708,
     "m": 1.0
    },
    {
     "p": 0.06264688074588776,
     "m": 1.0
    },
    {
     "p": 0.09449731558561325,
     "m": 1.0
    },
    {
     "p": 0.09807909280061722,
     "m": 1.0
    },
    {
     "p": 0.035281240940093994,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.006279945373535,
   "val_loss": 1.7508174180984497,
   "acc": 38.8,
   "time": 65.28976582502946,
   "param": [
    {
     "p": 0.1057092696428299,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14390136301517487,
     "m": 1.0
    },
    {
     "p": 0.1335548460483551,
     "m": 1.0
    },
    {
     "p": 0.011466789059340954,
     "m": 1.0
    },
    {
     "p": 0.012804081663489342,
     "m": 1.0
    },
    {
     "p": 0.043121568858623505,
     "m": 1.0
    },
    {
     "p": 0.09742021560668945,
     "m": 1.0
    },
    {
     "p": 0.0617259182035923,
     "m": 1.0
    },
    {
     "p": 0.09891874343156815,
     "m": 1.0
    },
    {
     "p": 0.060233112424612045,
     "m": 1.0
    },
    {
     "p": 0.1120431050658226,
     "m": 1.0
    },
    {
     "p": 0.10251778364181519,
     "m": 1.0
    },
    {
     "p": 0.01658320426940918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.5803979635238647,
   "val_loss": 1.6595900058746338,
   "acc": 41.85,
   "time": 68.53551149601117,
   "param": [
    {
     "p": 0.10501972585916519,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.17093335092067719,
     "m": 1.0
    },
    {
     "p": 0.15723736584186554,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0362035371363163,
     "m": 1.0
    },
    {
     "p": 0.07957879453897476,
     "m": 1.0
    },
    {
     "p": 0.03909079357981682,
     "m": 1.0
    },
    {
     "p": 0.09530507773160934,
     "m": 1.0
    },
    {
     "p": 0.07408762723207474,
     "m": 1.0
    },
    {
     "p": 0.12069465219974518,
     "m": 1.0
    },
    {
     "p": 0.12184907495975494,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.6302340030670166,
   "val_loss": 1.5521762371063232,
   "acc": 45.11,
   "time": 64.43094845791347,
   "param": [
    {
     "p": 0.07992665469646454,
     "m": 1.0
    },
    {
     "p": 0.005801417399197817,
     "m": 1.0
    },
    {
     "p": 0.18091541528701782,
     "m": 1.0
    },
    {
     "p": 0.1621713936328888,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.001193742617033422,
     "m": 1.0
    },
    {
     "p": 0.03904509171843529,
     "m": 1.0
    },
    {
     "p": 0.06515277922153473,
     "m": 1.0
    },
    {
     "p": 0.017459558323025703,
     "m": 1.0
    },
    {
     "p": 0.0769098624587059,
     "m": 1.0
    },
    {
     "p": 0.08482382446527481,
     "m": 1.0
    },
    {
     "p": 0.13579609990119934,
     "m": 1.0
    },
    {
     "p": 0.14061719179153442,
     "m": 1.0
    },
    {
     "p": 0.010187002830207348,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.705544114112854,
   "val_loss": 1.469968318939209,
   "acc": 47.16,
   "time": 64.10815656394698,
   "param": [
    {
     "p": 0.05910855531692505,
     "m": 1.0
    },
    {
     "p": 0.006956369150429964,
     "m": 1.0
    },
    {
     "p": 0.16356225311756134,
     "m": 1.0
    },
    {
     "p": 0.14147478342056274,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.019446320831775665,
     "m": 1.0
    },
    {
     "p": 0.05326073244214058,
     "m": 1.0
    },
    {
     "p": 0.05790121480822563,
     "m": 1.0
    },
    {
     "p": 0.02313833124935627,
     "m": 1.0
    },
    {
     "p": 0.06745915114879608,
     "m": 1.0
    },
    {
     "p": 0.07839761674404144,
     "m": 1.0
    },
    {
     "p": 0.14271508157253265,
     "m": 1.0
    },
    {
     "p": 0.1388567090034485,
     "m": 1.0
    },
    {
     "p": 0.047722917050123215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.795599341392517,
   "val_loss": 1.455599308013916,
   "acc": 49.5,
   "time": 65.75262228492647,
   "param": [
    {
     "p": 0.04615684598684311,
     "m": 1.0
    },
    {
     "p": 0.013651687651872635,
     "m": 1.0
    },
    {
     "p": 0.14186589419841766,
     "m": 1.0
    },
    {
     "p": 0.12429418414831161,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.036905981600284576,
     "m": 1.0
    },
    {
     "p": 0.05864444375038147,
     "m": 1.0
    },
    {
     "p": 0.04625591263175011,
     "m": 1.0
    },
    {
     "p": 0.0404449924826622,
     "m": 1.0
    },
    {
     "p": 0.07816749066114426,
     "m": 1.0
    },
    {
     "p": 0.07312813401222229,
     "m": 1.0
    },
    {
     "p": 0.1434103399515152,
     "m": 1.0
    },
    {
     "p": 0.12264872342348099,
     "m": 1.0
    },
    {
     "p": 0.07442541420459747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.431349754333496,
   "val_loss": 1.4634860754013062,
   "acc": 49.13,
   "time": 74.24480917002074,
   "param": [
    {
     "p": 0.038945622742176056,
     "m": 1.0
    },
    {
     "p": 0.018548527732491493,
     "m": 1.0
    },
    {
     "p": 0.1297415941953659,
     "m": 1.0
    },
    {
     "p": 0.1173541322350502,
     "m": 1.0
    },
    {
     "p": 0.0030200397595763206,
     "m": 1.0
    },
    {
     "p": 0.021076053380966187,
     "m": 1.0
    },
    {
     "p": 0.07015489041805267,
     "m": 1.0
    },
    {
     "p": 0.055510278791189194,
     "m": 1.0
    },
    {
     "p": 0.05664440244436264,
     "m": 1.0
    },
    {
     "p": 0.08642709255218506,
     "m": 1.0
    },
    {
     "p": 0.07025111466646194,
     "m": 1.0
    },
    {
     "p": 0.14904791116714478,
     "m": 1.0
    },
    {
     "p": 0.11714550852775574,
     "m": 1.0
    },
    {
     "p": 0.06613288074731827,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.3953347206115723,
   "val_loss": 1.2948070764541626,
   "acc": 51.81,
   "time": 65.72846563486382,
   "param": [
    {
     "p": 0.03390275314450264,
     "m": 1.0
    },
    {
     "p": 0.01631912961602211,
     "m": 1.0
    },
    {
     "p": 0.1353754997253418,
     "m": 1.0
    },
    {
     "p": 0.11582744121551514,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07089202851057053,
     "m": 1.0
    },
    {
     "p": 0.07071220129728317,
     "m": 1.0
    },
    {
     "p": 0.06970390677452087,
     "m": 1.0
    },
    {
     "p": 0.09116753935813904,
     "m": 1.0
    },
    {
     "p": 0.04619418829679489,
     "m": 1.0
    },
    {
     "p": 0.17067892849445343,
     "m": 1.0
    },
    {
     "p": 0.1163981705904007,
     "m": 1.0
    },
    {
     "p": 0.06282820552587509,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.3953815698623657,
   "val_loss": 1.4476312398910522,
   "acc": 49.9,
   "time": 74.78069554804824,
   "param": [
    {
     "p": 0.029096681624650955,
     "m": 1.0
    },
    {
     "p": 0.012152564711868763,
     "m": 1.0
    },
    {
     "p": 0.12615014612674713,
     "m": 1.0
    },
    {
     "p": 0.12977850437164307,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.060727499425411224,
     "m": 1.0
    },
    {
     "p": 0.05829580873250961,
     "m": 1.0
    },
    {
     "p": 0.06710518151521683,
     "m": 1.0
    },
    {
     "p": 0.10957624763250351,
     "m": 1.0
    },
    {
     "p": 0.03125732019543648,
     "m": 1.0
    },
    {
     "p": 0.18335960805416107,
     "m": 1.0
    },
    {
     "p": 0.12356099486351013,
     "m": 1.0
    },
    {
     "p": 0.0689394474029541,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.1172816753387451,
   "val_loss": 1.3555046319961548,
   "acc": 52.88,
   "time": 65.22822054522112,
   "param": [
    {
     "p": 0.02751196175813675,
     "m": 1.0
    },
    {
     "p": 0.01753978617489338,
     "m": 1.0
    },
    {
     "p": 0.12806740403175354,
     "m": 1.0
    },
    {
     "p": 0.12455056607723236,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0596473254263401,
     "m": 1.0
    },
    {
     "p": 0.04238692298531532,
     "m": 1.0
    },
    {
     "p": 0.05309277027845383,
     "m": 1.0
    },
    {
     "p": 0.11685651540756226,
     "m": 1.0
    },
    {
     "p": 0.047713760286569595,
     "m": 1.0
    },
    {
     "p": 0.19300471246242523,
     "m": 1.0
    },
    {
     "p": 0.12235768139362335,
     "m": 1.0
    },
    {
     "p": 0.06727060675621033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.0034791231155396,
   "val_loss": 1.241786241531372,
   "acc": 55.22,
   "time": 64.43624064303003,
   "param": [
    {
     "p": 0.03811454772949219,
     "m": 1.0
    },
    {
     "p": 0.014814931899309158,
     "m": 1.0
    },
    {
     "p": 0.12185516208410263,
     "m": 1.0
    },
    {
     "p": 0.11891601234674454,
     "m": 1.0
    },
    {
     "p": 0.0021445434540510178,
     "m": 1.0
    },
    {
     "p": 0.01163126714527607,
     "m": 1.0
    },
    {
     "p": 0.05263214558362961,
     "m": 1.0
    },
    {
     "p": 0.04062233865261078,
     "m": 1.0
    },
    {
     "p": 0.059392478317022324,
     "m": 1.0
    },
    {
     "p": 0.12161846458911896,
     "m": 1.0
    },
    {
     "p": 0.05294326692819595,
     "m": 1.0
    },
    {
     "p": 0.17902860045433044,
     "m": 1.0
    },
    {
     "p": 0.12017742544412613,
     "m": 1.0
    },
    {
     "p": 0.06610879302024841,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.4855544567108154,
   "val_loss": 1.1785441637039185,
   "acc": 56.54,
   "time": 64.42993183201179,
   "param": [
    {
     "p": 0.05832327902317047,
     "m": 1.0
    },
    {
     "p": 0.0353044718503952,
     "m": 1.0
    },
    {
     "p": 0.1195887103676796,
     "m": 1.0
    },
    {
     "p": 0.10299820452928543,
     "m": 1.0
    },
    {
     "p": 0.021463213488459587,
     "m": 1.0
    },
    {
     "p": 0.026016589254140854,
     "m": 1.0
    },
    {
     "p": 0.04687642306089401,
     "m": 1.0
    },
    {
     "p": 0.05980006977915764,
     "m": 1.0
    },
    {
     "p": 0.06485134363174438,
     "m": 1.0
    },
    {
     "p": 0.1075865775346756,
     "m": 1.0
    },
    {
     "p": 0.05123768001794815,
     "m": 1.0
    },
    {
     "p": 0.13844314217567444,
     "m": 1.0
    },
    {
     "p": 0.11193716526031494,
     "m": 1.0
    },
    {
     "p": 0.05557311698794365,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.4631720781326294,
   "val_loss": 1.3137013912200928,
   "acc": 57.42,
   "time": 65.77974860183895,
   "param": [
    {
     "p": 0.07435054332017899,
     "m": 1.0
    },
    {
     "p": 0.04459916427731514,
     "m": 1.0
    },
    {
     "p": 0.11543470621109009,
     "m": 1.0
    },
    {
     "p": 0.08214638382196426,
     "m": 1.0
    },
    {
     "p": 0.034680139273405075,
     "m": 1.0
    },
    {
     "p": 0.002452118555083871,
     "m": 1.0
    },
    {
     "p": 0.053147390484809875,
     "m": 1.0
    },
    {
     "p": 0.07210888713598251,
     "m": 1.0
    },
    {
     "p": 0.07807397097349167,
     "m": 1.0
    },
    {
     "p": 0.09456060081720352,
     "m": 1.0
    },
    {
     "p": 0.0817369669675827,
     "m": 1.0
    },
    {
     "p": 0.10945900529623032,
     "m": 1.0
    },
    {
     "p": 0.0788578912615776,
     "m": 1.0
    },
    {
     "p": 0.07839222252368927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.3129825592041016,
   "val_loss": 1.178905963897705,
   "acc": 58.65,
   "time": 77.77010354097001,
   "param": [
    {
     "p": 0.07298218458890915,
     "m": 1.0
    },
    {
     "p": 0.034305885434150696,
     "m": 1.0
    },
    {
     "p": 0.12021879106760025,
     "m": 1.0
    },
    {
     "p": 0.054645102471113205,
     "m": 1.0
    },
    {
     "p": 0.02943432703614235,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0488770455121994,
     "m": 1.0
    },
    {
     "p": 0.10166078805923462,
     "m": 1.0
    },
    {
     "p": 0.06864655017852783,
     "m": 1.0
    },
    {
     "p": 0.09840450435876846,
     "m": 1.0
    },
    {
     "p": 0.11781643331050873,
     "m": 1.0
    },
    {
     "p": 0.10642777383327484,
     "m": 1.0
    },
    {
     "p": 0.06312653422355652,
     "m": 1.0
    },
    {
     "p": 0.08345415443181992,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.2074226140975952,
   "val_loss": 1.2804478406906128,
   "acc": 54.75,
   "time": 69.2308761451859,
   "param": [
    {
     "p": 0.06276900321245193,
     "m": 1.0
    },
    {
     "p": 0.02539878897368908,
     "m": 1.0
    },
    {
     "p": 0.12461543083190918,
     "m": 1.0
    },
    {
     "p": 0.03458160534501076,
     "m": 1.0
    },
    {
     "p": 0.015440334565937519,
     "m": 1.0
    },
    {
     "p": 0.004138546995818615,
     "m": 1.0
    },
    {
     "p": 0.05560588464140892,
     "m": 1.0
    },
    {
     "p": 0.12396246939897537,
     "m": 1.0
    },
    {
     "p": 0.06502686440944672,
     "m": 1.0
    },
    {
     "p": 0.09759913384914398,
     "m": 1.0
    },
    {
     "p": 0.14387287199497223,
     "m": 1.0
    },
    {
     "p": 0.11210575699806213,
     "m": 1.0
    },
    {
     "p": 0.05776394531130791,
     "m": 1.0
    },
    {
     "p": 0.07711932063102722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.1253254413604736,
   "val_loss": 1.1986942291259766,
   "acc": 59.04,
   "time": 66.39408201002516,
   "param": [
    {
     "p": 0.05241093039512634,
     "m": 1.0
    },
    {
     "p": 0.004811689257621765,
     "m": 1.0
    },
    {
     "p": 0.1648123860359192,
     "m": 1.0
    },
    {
     "p": 0.013200681656599045,
     "m": 1.0
    },
    {
     "p": 0.017738576978445053,
     "m": 1.0
    },
    {
     "p": 0.0139230415225029,
     "m": 1.0
    },
    {
     "p": 0.05687585100531578,
     "m": 1.0
    },
    {
     "p": 0.13662545382976532,
     "m": 1.0
    },
    {
     "p": 0.07354915142059326,
     "m": 1.0
    },
    {
     "p": 0.08775635808706284,
     "m": 1.0
    },
    {
     "p": 0.15132158994674683,
     "m": 1.0
    },
    {
     "p": 0.11148732155561447,
     "m": 1.0
    },
    {
     "p": 0.07121536135673523,
     "m": 1.0
    },
    {
     "p": 0.04427170380949974,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.1506377458572388,
   "val_loss": 1.1905007362365723,
   "acc": 59.59,
   "time": 66.10097194300033,
   "param": [
    {
     "p": 0.0687200278043747,
     "m": 1.0
    },
    {
     "p": 0.001655751490034163,
     "m": 1.0
    },
    {
     "p": 0.17012105882167816,
     "m": 1.0
    },
    {
     "p": 0.009304727427661419,
     "m": 1.0
    },
    {
     "p": 0.014624514617025852,
     "m": 1.0
    },
    {
     "p": 0.030091919004917145,
     "m": 1.0
    },
    {
     "p": 0.058868519961833954,
     "m": 1.0
    },
    {
     "p": 0.1367160528898239,
     "m": 1.0
    },
    {
     "p": 0.0928785428404808,
     "m": 1.0
    },
    {
     "p": 0.07965201884508133,
     "m": 1.0
    },
    {
     "p": 0.13035927712917328,
     "m": 1.0
    },
    {
     "p": 0.1044253259897232,
     "m": 1.0
    },
    {
     "p": 0.09086001664400101,
     "m": 1.0
    },
    {
     "p": 0.011722271330654621,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.2157644033432007,
   "val_loss": 1.2613754272460938,
   "acc": 60.47,
   "time": 74.43924769596197,
   "param": [
    {
     "p": 0.06811962276697159,
     "m": 1.0
    },
    {
     "p": 0.016266407445073128,
     "m": 1.0
    },
    {
     "p": 0.15529830753803253,
     "m": 1.0
    },
    {
     "p": 0.022262785583734512,
     "m": 1.0
    },
    {
     "p": 0.01761416532099247,
     "m": 1.0
    },
    {
     "p": 0.05571693927049637,
     "m": 1.0
    },
    {
     "p": 0.0533275306224823,
     "m": 1.0
    },
    {
     "p": 0.13212037086486816,
     "m": 1.0
    },
    {
     "p": 0.10495562106370926,
     "m": 1.0
    },
    {
     "p": 0.07077880948781967,
     "m": 1.0
    },
    {
     "p": 0.10685701668262482,
     "m": 1.0
    },
    {
     "p": 0.09551776945590973,
     "m": 1.0
    },
    {
     "p": 0.10116475820541382,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.0791898965835571,
   "val_loss": 1.0342395305633545,
   "acc": 62.86,
   "time": 64.17841346398927,
   "param": [
    {
     "p": 0.07758694887161255,
     "m": 1.0
    },
    {
     "p": 0.024726619943976402,
     "m": 1.0
    },
    {
     "p": 0.12508521974086761,
     "m": 1.0
    },
    {
     "p": 0.04696066677570343,
     "m": 1.0
    },
    {
     "p": 0.021925760433077812,
     "m": 1.0
    },
    {
     "p": 0.040624745190143585,
     "m": 1.0
    },
    {
     "p": 0.05657242611050606,
     "m": 1.0
    },
    {
     "p": 0.11368696391582489,
     "m": 1.0
    },
    {
     "p": 0.1286192536354065,
     "m": 1.0
    },
    {
     "p": 0.07523547857999802,
     "m": 1.0
    },
    {
     "p": 0.07714466750621796,
     "m": 1.0
    },
    {
     "p": 0.09679042547941208,
     "m": 1.0
    },
    {
     "p": 0.11169542372226715,
     "m": 1.0
    },
    {
     "p": 0.0033453593496233225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 0.9786971807479858,
   "val_loss": 1.0818519592285156,
   "acc": 61.04,
   "time": 64.73585424385965,
   "param": [
    {
     "p": 0.09145909547805786,
     "m": 1.0
    },
    {
     "p": 0.03447691723704338,
     "m": 1.0
    },
    {
     "p": 0.10609256476163864,
     "m": 1.0
    },
    {
     "p": 0.07175981998443604,
     "m": 1.0
    },
    {
     "p": 0.022833580151200294,
     "m": 1.0
    },
    {
     "p": 0.01991237699985504,
     "m": 1.0
    },
    {
     "p": 0.05704629793763161,
     "m": 1.0
    },
    {
     "p": 0.09824881702661514,
     "m": 1.0
    },
    {
     "p": 0.13050968945026398,
     "m": 1.0
    },
    {
     "p": 0.07423768192529678,
     "m": 1.0
    },
    {
     "p": 0.06639724224805832,
     "m": 1.0
    },
    {
     "p": 0.09712430834770203,
     "m": 1.0
    },
    {
     "p": 0.11655904352664948,
     "m": 1.0
    },
    {
     "p": 0.013342631049454212,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.038062334060669,
   "val_loss": 0.9427748322486877,
   "acc": 63.16,
   "time": 64.20486085885204,
   "param": [
    {
     "p": 0.09609387814998627,
     "m": 1.0
    },
    {
     "p": 0.010451401583850384,
     "m": 1.0
    },
    {
     "p": 0.10494884848594666,
     "m": 1.0
    },
    {
     "p": 0.06812753528356552,
     "m": 1.0
    },
    {
     "p": 0.024444058537483215,
     "m": 1.0
    },
    {
     "p": 0.03658848628401756,
     "m": 1.0
    },
    {
     "p": 0.07587550580501556,
     "m": 1.0
    },
    {
     "p": 0.08722343295812607,
     "m": 1.0
    },
    {
     "p": 0.13010147213935852,
     "m": 1.0
    },
    {
     "p": 0.07041381299495697,
     "m": 1.0
    },
    {
     "p": 0.05210520699620247,
     "m": 1.0
    },
    {
     "p": 0.09844563156366348,
     "m": 1.0
    },
    {
     "p": 0.10724470019340515,
     "m": 1.0
    },
    {
     "p": 0.03793603181838989,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.1246933937072754,
   "val_loss": 1.1270332336425781,
   "acc": 60.96,
   "time": 64.16384357702918,
   "param": [
    {
     "p": 0.11052102595567703,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10663148015737534,
     "m": 1.0
    },
    {
     "p": 0.05380897596478462,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04436815530061722,
     "m": 1.0
    },
    {
     "p": 0.09341931343078613,
     "m": 1.0
    },
    {
     "p": 0.06702791154384613,
     "m": 1.0
    },
    {
     "p": 0.13640430569648743,
     "m": 1.0
    },
    {
     "p": 0.06014171242713928,
     "m": 1.0
    },
    {
     "p": 0.048096347600221634,
     "m": 1.0
    },
    {
     "p": 0.10405275970697403,
     "m": 1.0
    },
    {
     "p": 0.09627427160739899,
     "m": 1.0
    },
    {
     "p": 0.07925380021333694,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.492456078529358,
   "val_loss": 0.9579628705978394,
   "acc": 62.73,
   "time": 63.96002935105935,
   "param": [
    {
     "p": 0.1333416998386383,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12062579393386841,
     "m": 1.0
    },
    {
     "p": 0.031427279114723206,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.043199170380830765,
     "m": 1.0
    },
    {
     "p": 0.10555468499660492,
     "m": 1.0
    },
    {
     "p": 0.029322825372219086,
     "m": 1.0
    },
    {
     "p": 0.1272837221622467,
     "m": 1.0
    },
    {
     "p": 0.06217186152935028,
     "m": 1.0
    },
    {
     "p": 0.04432493820786476,
     "m": 1.0
    },
    {
     "p": 0.1198926791548729,
     "m": 1.0
    },
    {
     "p": 0.06827619671821594,
     "m": 1.0
    },
    {
     "p": 0.11457912623882294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 0.8621026277542114,
   "val_loss": 0.9415038228034973,
   "acc": 63.56,
   "time": 64.39895247807726,
   "param": [
    {
     "p": 0.15898551046848297,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12723137438297272,
     "m": 1.0
    },
    {
     "p": 0.025310583412647247,
     "m": 1.0
    },
    {
     "p": 0.003307102480903268,
     "m": 1.0
    },
    {
     "p": 0.02123233489692211,
     "m": 1.0
    },
    {
     "p": 0.12441042065620422,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12740491330623627,
     "m": 1.0
    },
    {
     "p": 0.06696068495512009,
     "m": 1.0
    },
    {
     "p": 0.05359130725264549,
     "m": 1.0
    },
    {
     "p": 0.11806677281856537,
     "m": 1.0
    },
    {
     "p": 0.03339565917849541,
     "m": 1.0
    },
    {
     "p": 0.14010338485240936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.2599602937698364,
   "val_loss": 0.9387879371643066,
   "acc": 64.33,
   "time": 71.09858452202752,
   "param": [
    {
     "p": 0.13931281864643097,
     "m": 1.0
    },
    {
     "p": 0.009946831502020359,
     "m": 1.0
    },
    {
     "p": 0.1272698938846588,
     "m": 1.0
    },
    {
     "p": 0.049411095678806305,
     "m": 1.0
    },
    {
     "p": 0.04339928925037384,
     "m": 1.0
    },
    {
     "p": 0.032938580960035324,
     "m": 1.0
    },
    {
     "p": 0.10820281505584717,
     "m": 1.0
    },
    {
     "p": 0.01046789065003395,
     "m": 1.0
    },
    {
     "p": 0.11325548589229584,
     "m": 1.0
    },
    {
     "p": 0.07958019524812698,
     "m": 1.0
    },
    {
     "p": 0.05553814768791199,
     "m": 1.0
    },
    {
     "p": 0.09805808216333389,
     "m": 1.0
    },
    {
     "p": 0.012952751480042934,
     "m": 1.0
    },
    {
     "p": 0.11966607719659805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.1161069869995117,
   "val_loss": 1.0772379636764526,
   "acc": 63.23,
   "time": 64.25657205400057,
   "param": [
    {
     "p": 0.12399756163358688,
     "m": 1.0
    },
    {
     "p": 0.01328300777822733,
     "m": 1.0
    },
    {
     "p": 0.10852555185556412,
     "m": 1.0
    },
    {
     "p": 0.07274124771356583,
     "m": 1.0
    },
    {
     "p": 0.07001382857561111,
     "m": 1.0
    },
    {
     "p": 0.04353184998035431,
     "m": 1.0
    },
    {
     "p": 0.08479536324739456,
     "m": 1.0
    },
    {
     "p": 0.028884097933769226,
     "m": 1.0
    },
    {
     "p": 0.10802479088306427,
     "m": 1.0
    },
    {
     "p": 0.08421032130718231,
     "m": 1.0
    },
    {
     "p": 0.0673191100358963,
     "m": 1.0
    },
    {
     "p": 0.08427786082029343,
     "m": 1.0
    },
    {
     "p": 0.024528438225388527,
     "m": 1.0
    },
    {
     "p": 0.08586686104536057,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.1611632108688354,
   "val_loss": 0.9550759792327881,
   "acc": 64.98,
   "time": 63.84280481794849,
   "param": [
    {
     "p": 0.10400312393903732,
     "m": 1.0
    },
    {
     "p": 0.029868101701140404,
     "m": 1.0
    },
    {
     "p": 0.09411799907684326,
     "m": 1.0
    },
    {
     "p": 0.07848922163248062,
     "m": 1.0
    },
    {
     "p": 0.06799217313528061,
     "m": 1.0
    },
    {
     "p": 0.06022126227617264,
     "m": 1.0
    },
    {
     "p": 0.0662185475230217,
     "m": 1.0
    },
    {
     "p": 0.050455350428819656,
     "m": 1.0
    },
    {
     "p": 0.08897902071475983,
     "m": 1.0
    },
    {
     "p": 0.08595846593379974,
     "m": 1.0
    },
    {
     "p": 0.08330270648002625,
     "m": 1.0
    },
    {
     "p": 0.07389400899410248,
     "m": 1.0
    },
    {
     "p": 0.0567113496363163,
     "m": 1.0
    },
    {
     "p": 0.05978860706090927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 0.8886634707450867,
   "val_loss": 0.9707688689231873,
   "acc": 65.57,
   "time": 71.5074089448899,
   "param": [
    {
     "p": 0.10704519599676132,
     "m": 1.0
    },
    {
     "p": 0.013616470620036125,
     "m": 1.0
    },
    {
     "p": 0.092000313103199,
     "m": 1.0
    },
    {
     "p": 0.05676315352320671,
     "m": 1.0
    },
    {
     "p": 0.05814589932560921,
     "m": 1.0
    },
    {
     "p": 0.05659129098057747,
     "m": 1.0
    },
    {
     "p": 0.0717390924692154,
     "m": 1.0
    },
    {
     "p": 0.07663775235414505,
     "m": 1.0
    },
    {
     "p": 0.08715975284576416,
     "m": 1.0
    },
    {
     "p": 0.0971633717417717,
     "m": 1.0
    },
    {
     "p": 0.09556595236063004,
     "m": 1.0
    },
    {
     "p": 0.07051154971122742,
     "m": 1.0
    },
    {
     "p": 0.06931653618812561,
     "m": 1.0
    },
    {
     "p": 0.04774358868598938,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 0.7352238893508911,
   "val_loss": 0.9876623749732971,
   "acc": 65.84,
   "time": 65.22263842006214,
   "param": [
    {
     "p": 0.1134953498840332,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10684788972139359,
     "m": 1.0
    },
    {
     "p": 0.04311520606279373,
     "m": 1.0
    },
    {
     "p": 0.05202949047088623,
     "m": 1.0
    },
    {
     "p": 0.032660748809576035,
     "m": 1.0
    },
    {
     "p": 0.061348482966423035,
     "m": 1.0
    },
    {
     "p": 0.08773162215948105,
     "m": 1.0
    },
    {
     "p": 0.06887780874967575,
     "m": 1.0
    },
    {
     "p": 0.11980587989091873,
     "m": 1.0
    },
    {
     "p": 0.10925496369600296,
     "m": 1.0
    },
    {
     "p": 0.06672635674476624,
     "m": 1.0
    },
    {
     "p": 0.07995041459798813,
     "m": 1.0
    },
    {
     "p": 0.05815576761960983,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.1258764266967773,
   "val_loss": 1.1840890645980835,
   "acc": 65.34,
   "time": 65.5281026319135,
   "param": [
    {
     "p": 0.09674962610006332,
     "m": 1.0
    },
    {
     "p": 0.02294200286269188,
     "m": 1.0
    },
    {
     "p": 0.11008575558662415,
     "m": 1.0
    },
    {
     "p": 0.041041258722543716,
     "m": 1.0
    },
    {
     "p": 0.06791890412569046,
     "m": 1.0
    },
    {
     "p": 0.03568354994058609,
     "m": 1.0
    },
    {
     "p": 0.049761440604925156,
     "m": 1.0
    },
    {
     "p": 0.06951598823070526,
     "m": 1.0
    },
    {
     "p": 0.07464250922203064,
     "m": 1.0
    },
    {
     "p": 0.12312887609004974,
     "m": 1.0
    },
    {
     "p": 0.11190705001354218,
     "m": 1.0
    },
    {
     "p": 0.054684173315763474,
     "m": 1.0
    },
    {
     "p": 0.0775490403175354,
     "m": 1.0
    },
    {
     "p": 0.06438978761434555,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.1985552310943604,
   "val_loss": 0.881854236125946,
   "acc": 67.37,
   "time": 64.60829562717117,
   "param": [
    {
     "p": 0.08528837561607361,
     "m": 1.0
    },
    {
     "p": 0.03146308287978172,
     "m": 1.0
    },
    {
     "p": 0.09788607060909271,
     "m": 1.0
    },
    {
     "p": 0.04574503377079964,
     "m": 1.0
    },
    {
     "p": 0.07298357784748077,
     "m": 1.0
    },
    {
     "p": 0.052734095603227615,
     "m": 1.0
    },
    {
     "p": 0.03942618519067764,
     "m": 1.0
    },
    {
     "p": 0.05554121360182762,
     "m": 1.0
    },
    {
     "p": 0.08591049164533615,
     "m": 1.0
    },
    {
     "p": 0.10383767634630203,
     "m": 1.0
    },
    {
     "p": 0.10880208015441895,
     "m": 1.0
    },
    {
     "p": 0.0589442104101181,
     "m": 1.0
    },
    {
     "p": 0.08326666057109833,
     "m": 1.0
    },
    {
     "p": 0.0781712755560875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 0.8665298819541931,
   "val_loss": 1.0960413217544556,
   "acc": 66.09,
   "time": 76.68108775117435,
   "param": [
    {
     "p": 0.10223645716905594,
     "m": 1.0
    },
    {
     "p": 0.03240501880645752,
     "m": 1.0
    },
    {
     "p": 0.09842006862163544,
     "m": 1.0
    },
    {
     "p": 0.048295892775058746,
     "m": 1.0
    },
    {
     "p": 0.06652544438838959,
     "m": 1.0
    },
    {
     "p": 0.06356784701347351,
     "m": 1.0
    },
    {
     "p": 0.04082534834742546,
     "m": 1.0
    },
    {
     "p": 0.029618969187140465,
     "m": 1.0
    },
    {
     "p": 0.10215962678194046,
     "m": 1.0
    },
    {
     "p": 0.08817581087350845,
     "m": 1.0
    },
    {
     "p": 0.08213149011135101,
     "m": 1.0
    },
    {
     "p": 0.06296981126070023,
     "m": 1.0
    },
    {
     "p": 0.07234080135822296,
     "m": 1.0
    },
    {
     "p": 0.11032743006944656,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 0.9301039576530457,
   "val_loss": 1.026078701019287,
   "acc": 66.45,
   "time": 66.7554897540249,
   "param": [
    {
     "p": 0.10948942601680756,
     "m": 1.0
    },
    {
     "p": 0.040271054953336716,
     "m": 1.0
    },
    {
     "p": 0.10745691508054733,
     "m": 1.0
    },
    {
     "p": 0.0652041807770729,
     "m": 1.0
    },
    {
     "p": 0.047494493424892426,
     "m": 1.0
    },
    {
     "p": 0.039122164249420166,
     "m": 1.0
    },
    {
     "p": 0.05712183192372322,
     "m": 1.0
    },
    {
     "p": 0.045607857406139374,
     "m": 1.0
    },
    {
     "p": 0.09925276041030884,
     "m": 1.0
    },
    {
     "p": 0.0726153701543808,
     "m": 1.0
    },
    {
     "p": 0.07271530479192734,
     "m": 1.0
    },
    {
     "p": 0.0711001306772232,
     "m": 1.0
    },
    {
     "p": 0.061787161976099014,
     "m": 1.0
    },
    {
     "p": 0.11076133698225021,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 0.9223272204399109,
   "val_loss": 0.9676192998886108,
   "acc": 65.88,
   "time": 73.33305563498288,
   "param": [
    {
     "p": 0.10380861908197403,
     "m": 1.0
    },
    {
     "p": 0.021919162943959236,
     "m": 1.0
    },
    {
     "p": 0.11967524141073227,
     "m": 1.0
    },
    {
     "p": 0.09955276548862457,
     "m": 1.0
    },
    {
     "p": 0.03758714348077774,
     "m": 1.0
    },
    {
     "p": 0.023449555039405823,
     "m": 1.0
    },
    {
     "p": 0.08518122136592865,
     "m": 1.0
    },
    {
     "p": 0.04146764799952507,
     "m": 1.0
    },
    {
     "p": 0.08688578009605408,
     "m": 1.0
    },
    {
     "p": 0.07049038261175156,
     "m": 1.0
    },
    {
     "p": 0.07663225382566452,
     "m": 1.0
    },
    {
     "p": 0.0980486199259758,
     "m": 1.0
    },
    {
     "p": 0.05536694452166557,
     "m": 1.0
    },
    {
     "p": 0.07993467152118683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 0.8536936640739441,
   "val_loss": 0.8839141726493835,
   "acc": 67.69,
   "time": 76.44343312992714,
   "param": [
    {
     "p": 0.0951395258307457,
     "m": 1.0
    },
    {
     "p": 0.012858056463301182,
     "m": 1.0
    },
    {
     "p": 0.1312776654958725,
     "m": 1.0
    },
    {
     "p": 0.11963740736246109,
     "m": 1.0
    },
    {
     "p": 0.032382987439632416,
     "m": 1.0
    },
    {
     "p": 0.02696922980248928,
     "m": 1.0
    },
    {
     "p": 0.10309991985559464,
     "m": 1.0
    },
    {
     "p": 0.047998275607824326,
     "m": 1.0
    },
    {
     "p": 0.07378462702035904,
     "m": 1.0
    },
    {
     "p": 0.0663783997297287,
     "m": 1.0
    },
    {
     "p": 0.08880969136953354,
     "m": 1.0
    },
    {
     "p": 0.11937378346920013,
     "m": 1.0
    },
    {
     "p": 0.04346046596765518,
     "m": 1.0
    },
    {
     "p": 0.038829948753118515,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.2216209173202515,
   "val_loss": 0.9890233278274536,
   "acc": 68.13,
   "time": 76.80103705800138,
   "param": [
    {
     "p": 0.08205732703208923,
     "m": 1.0
    },
    {
     "p": 0.015455201268196106,
     "m": 1.0
    },
    {
     "p": 0.12630297243595123,
     "m": 1.0
    },
    {
     "p": 0.11904190480709076,
     "m": 1.0
    },
    {
     "p": 0.03146212548017502,
     "m": 1.0
    },
    {
     "p": 0.039157576858997345,
     "m": 1.0
    },
    {
     "p": 0.106722891330719,
     "m": 1.0
    },
    {
     "p": 0.041616830974817276,
     "m": 1.0
    },
    {
     "p": 0.05178627744317055,
     "m": 1.0
    },
    {
     "p": 0.07070417702198029,
     "m": 1.0
    },
    {
     "p": 0.09496325254440308,
     "m": 1.0
    },
    {
     "p": 0.14016537368297577,
     "m": 1.0
    },
    {
     "p": 0.052749428898096085,
     "m": 1.0
    },
    {
     "p": 0.027814650908112526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 0.9180527329444885,
   "val_loss": 0.8465151190757751,
   "acc": 67.77,
   "time": 70.11607751413248,
   "param": [
    {
     "p": 0.06788745522499084,
     "m": 1.0
    },
    {
     "p": 0.030122244730591774,
     "m": 1.0
    },
    {
     "p": 0.12069188058376312,
     "m": 1.0
    },
    {
     "p": 0.08592905849218369,
     "m": 1.0
    },
    {
     "p": 0.034463196992874146,
     "m": 1.0
    },
    {
     "p": 0.043944671750068665,
     "m": 1.0
    },
    {
     "p": 0.09768466651439667,
     "m": 1.0
    },
    {
     "p": 0.04027363285422325,
     "m": 1.0
    },
    {
     "p": 0.03148970380425453,
     "m": 1.0
    },
    {
     "p": 0.08525588363409042,
     "m": 1.0
    },
    {
     "p": 0.10306503623723984,
     "m": 1.0
    },
    {
     "p": 0.1614227294921875,
     "m": 1.0
    },
    {
     "p": 0.048365846276283264,
     "m": 1.0
    },
    {
     "p": 0.04940399155020714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 0.9525471329689026,
   "val_loss": 0.9338327050209045,
   "acc": 67.43,
   "time": 65.3048211010173,
   "param": [
    {
     "p": 0.07739505171775818,
     "m": 1.0
    },
    {
     "p": 0.040951959788799286,
     "m": 1.0
    },
    {
     "p": 0.11137330532073975,
     "m": 1.0
    },
    {
     "p": 0.08232510089874268,
     "m": 1.0
    },
    {
     "p": 0.013123761862516403,
     "m": 1.0
    },
    {
     "p": 0.05417660251259804,
     "m": 1.0
    },
    {
     "p": 0.08017932623624802,
     "m": 1.0
    },
    {
     "p": 0.04518144205212593,
     "m": 1.0
    },
    {
     "p": 0.03611460700631142,
     "m": 1.0
    },
    {
     "p": 0.08728975057601929,
     "m": 1.0
    },
    {
     "p": 0.10047253966331482,
     "m": 1.0
    },
    {
     "p": 0.1675442010164261,
     "m": 1.0
    },
    {
     "p": 0.05120110511779785,
     "m": 1.0
    },
    {
     "p": 0.052671223878860474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 0.6803080439567566,
   "val_loss": 0.9773693680763245,
   "acc": 67.2,
   "time": 66.77810262190178,
   "param": [
    {
     "p": 0.09031758457422256,
     "m": 1.0
    },
    {
     "p": 0.04319079592823982,
     "m": 1.0
    },
    {
     "p": 0.07956899702548981,
     "m": 1.0
    },
    {
     "p": 0.08502675592899323,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06036215275526047,
     "m": 1.0
    },
    {
     "p": 0.08726520836353302,
     "m": 1.0
    },
    {
     "p": 0.0340983010828495,
     "m": 1.0
    },
    {
     "p": 0.03236885741353035,
     "m": 1.0
    },
    {
     "p": 0.10961022228002548,
     "m": 1.0
    },
    {
     "p": 0.08886555582284927,
     "m": 1.0
    },
    {
     "p": 0.19535626471042633,
     "m": 1.0
    },
    {
     "p": 0.0572764128446579,
     "m": 1.0
    },
    {
     "p": 0.03669288009405136,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.7762301564216614,
   "val_loss": 1.0164638757705688,
   "acc": 67.81,
   "time": 64.62172841420397,
   "param": [
    {
     "p": 0.10381073504686356,
     "m": 1.0
    },
    {
     "p": 0.04366768151521683,
     "m": 1.0
    },
    {
     "p": 0.060653477907180786,
     "m": 1.0
    },
    {
     "p": 0.06146816536784172,
     "m": 1.0
    },
    {
     "p": 0.0038883513770997524,
     "m": 1.0
    },
    {
     "p": 0.08180853724479675,
     "m": 1.0
    },
    {
     "p": 0.09213019907474518,
     "m": 1.0
    },
    {
     "p": 0.026157259941101074,
     "m": 1.0
    },
    {
     "p": 0.030430279672145844,
     "m": 1.0
    },
    {
     "p": 0.11765271425247192,
     "m": 1.0
    },
    {
     "p": 0.06637827306985855,
     "m": 1.0
    },
    {
     "p": 0.2082444429397583,
     "m": 1.0
    },
    {
     "p": 0.055118415504693985,
     "m": 1.0
    },
    {
     "p": 0.048591505736112595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 0.916235089302063,
   "val_loss": 0.9726290702819824,
   "acc": 67.76,
   "time": 64.86589831393212,
   "param": [
    {
     "p": 0.09159845858812332,
     "m": 1.0
    },
    {
     "p": 0.03671968728303909,
     "m": 1.0
    },
    {
     "p": 0.05976945534348488,
     "m": 1.0
    },
    {
     "p": 0.05572154000401497,
     "m": 1.0
    },
    {
     "p": 0.029893681406974792,
     "m": 1.0
    },
    {
     "p": 0.08884058147668839,
     "m": 1.0
    },
    {
     "p": 0.08124195784330368,
     "m": 1.0
    },
    {
     "p": 0.03305412083864212,
     "m": 1.0
    },
    {
     "p": 0.03368832543492317,
     "m": 1.0
    },
    {
     "p": 0.10808291286230087,
     "m": 1.0
    },
    {
     "p": 0.06385757029056549,
     "m": 1.0
    },
    {
     "p": 0.18140792846679688,
     "m": 1.0
    },
    {
     "p": 0.059146441519260406,
     "m": 1.0
    },
    {
     "p": 0.07697736471891403,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.8434662222862244,
   "val_loss": 0.8464977145195007,
   "acc": 67.66,
   "time": 64.87067559803836,
   "param": [
    {
     "p": 0.09845121204853058,
     "m": 1.0
    },
    {
     "p": 0.01854497566819191,
     "m": 1.0
    },
    {
     "p": 0.057974185794591904,
     "m": 1.0
    },
    {
     "p": 0.05496811494231224,
     "m": 1.0
    },
    {
     "p": 0.050068918615579605,
     "m": 1.0
    },
    {
     "p": 0.0790228322148323,
     "m": 1.0
    },
    {
     "p": 0.07189778983592987,
     "m": 1.0
    },
    {
     "p": 0.05184391140937805,
     "m": 1.0
    },
    {
     "p": 0.03425103798508644,
     "m": 1.0
    },
    {
     "p": 0.11025328934192657,
     "m": 1.0
    },
    {
     "p": 0.05510355159640312,
     "m": 1.0
    },
    {
     "p": 0.1751784384250641,
     "m": 1.0
    },
    {
     "p": 0.05874691531062126,
     "m": 1.0
    },
    {
     "p": 0.08369482308626175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 0.8926677703857422,
   "val_loss": 0.9649917483329773,
   "acc": 68.31,
   "time": 63.83515184209682,
   "param": [
    {
     "p": 0.11224187910556793,
     "m": 1.0
    },
    {
     "p": 0.011679200455546379,
     "m": 1.0
    },
    {
     "p": 0.08217870444059372,
     "m": 1.0
    },
    {
     "p": 0.058533672243356705,
     "m": 1.0
    },
    {
     "p": 0.06705059856176376,
     "m": 1.0
    },
    {
     "p": 0.08047344535589218,
     "m": 1.0
    },
    {
     "p": 0.043042223900556564,
     "m": 1.0
    },
    {
     "p": 0.05002041906118393,
     "m": 1.0
    },
    {
     "p": 0.03347678482532501,
     "m": 1.0
    },
    {
     "p": 0.10521597415208817,
     "m": 1.0
    },
    {
     "p": 0.040810469537973404,
     "m": 1.0
    },
    {
     "p": 0.19454027712345123,
     "m": 1.0
    },
    {
     "p": 0.051680732518434525,
     "m": 1.0
    },
    {
     "p": 0.06905568391084671,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 0.7737690806388855,
   "val_loss": 0.9243967533111572,
   "acc": 67.69,
   "time": 64.20015087909997,
   "param": [
    {
     "p": 0.10103348642587662,
     "m": 1.0
    },
    {
     "p": 0.0011526934104040265,
     "m": 1.0
    },
    {
     "p": 0.11065396666526794,
     "m": 1.0
    },
    {
     "p": 0.07285882532596588,
     "m": 1.0
    },
    {
     "p": 0.09192118048667908,
     "m": 1.0
    },
    {
     "p": 0.08471647650003433,
     "m": 1.0
    },
    {
     "p": 0.0300761628895998,
     "m": 1.0
    },
    {
     "p": 0.015066145919263363,
     "m": 1.0
    },
    {
     "p": 0.0420522578060627,
     "m": 1.0
    },
    {
     "p": 0.09957300871610641,
     "m": 1.0
    },
    {
     "p": 0.022111283615231514,
     "m": 1.0
    },
    {
     "p": 0.22505472600460052,
     "m": 1.0
    },
    {
     "p": 0.046165697276592255,
     "m": 1.0
    },
    {
     "p": 0.057564012706279755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 0.7414785027503967,
   "val_loss": 0.9008448123931885,
   "acc": 67.89,
   "time": 65.06326095899567,
   "param": [
    {
     "p": 0.10075432062149048,
     "m": 1.0
    },
    {
     "p": 0.007365088444203138,
     "m": 1.0
    },
    {
     "p": 0.12296506017446518,
     "m": 1.0
    },
    {
     "p": 0.057872287929058075,
     "m": 1.0
    },
    {
     "p": 0.07858043909072876,
     "m": 1.0
    },
    {
     "p": 0.11924006044864655,
     "m": 1.0
    },
    {
     "p": 0.012797011062502861,
     "m": 1.0
    },
    {
     "p": 0.011448683217167854,
     "m": 1.0
    },
    {
     "p": 0.040615908801555634,
     "m": 1.0
    },
    {
     "p": 0.08720298111438751,
     "m": 1.0
    },
    {
     "p": 0.004190843552350998,
     "m": 1.0
    },
    {
     "p": 0.2503899335861206,
     "m": 1.0
    },
    {
     "p": 0.057408034801483154,
     "m": 1.0
    },
    {
     "p": 0.04916926473379135,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.695306658744812,
   "val_loss": 0.9273635745048523,
   "acc": 67.53,
   "time": 66.03007371211424,
   "param": [
    {
     "p": 0.08061125874519348,
     "m": 1.0
    },
    {
     "p": 0.030941179022192955,
     "m": 1.0
    },
    {
     "p": 0.09406665712594986,
     "m": 1.0
    },
    {
     "p": 0.05233091861009598,
     "m": 1.0
    },
    {
     "p": 0.06298171728849411,
     "m": 1.0
    },
    {
     "p": 0.12059696018695831,
     "m": 1.0
    },
    {
     "p": 0.029702257364988327,
     "m": 1.0
    },
    {
     "p": 0.03752986341714859,
     "m": 1.0
    },
    {
     "p": 0.05706373229622841,
     "m": 1.0
    },
    {
     "p": 0.0730978399515152,
     "m": 1.0
    },
    {
     "p": 0.019593240693211555,
     "m": 1.0
    },
    {
     "p": 0.21258440613746643,
     "m": 1.0
    },
    {
     "p": 0.07170835137367249,
     "m": 1.0
    },
    {
     "p": 0.05719155818223953,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.9264320135116577,
   "val_loss": 0.9359833598136902,
   "acc": 68.31,
   "time": 64.65187070006505,
   "param": [
    {
     "p": 0.07177547365427017,
     "m": 1.0
    },
    {
     "p": 0.05965790897607803,
     "m": 1.0
    },
    {
     "p": 0.0768655464053154,
     "m": 1.0
    },
    {
     "p": 0.056906890124082565,
     "m": 1.0
    },
    {
     "p": 0.05783941596746445,
     "m": 1.0
    },
    {
     "p": 0.08892793953418732,
     "m": 1.0
    },
    {
     "p": 0.05494255945086479,
     "m": 1.0
    },
    {
     "p": 0.04951660707592964,
     "m": 1.0
    },
    {
     "p": 0.07257863134145737,
     "m": 1.0
    },
    {
     "p": 0.074698306620121,
     "m": 1.0
    },
    {
     "p": 0.02823420614004135,
     "m": 1.0
    },
    {
     "p": 0.1652435064315796,
     "m": 1.0
    },
    {
     "p": 0.07639125734567642,
     "m": 1.0
    },
    {
     "p": 0.0664217472076416,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.70490962266922,
   "val_loss": 0.9534369111061096,
   "acc": 68.83,
   "time": 64.37528404407203,
   "param": [
    {
     "p": 0.06681444495916367,
     "m": 1.0
    },
    {
     "p": 0.06456516683101654,
     "m": 1.0
    },
    {
     "p": 0.04232782498002052,
     "m": 1.0
    },
    {
     "p": 0.07407116144895554,
     "m": 1.0
    },
    {
     "p": 0.05311000347137451,
     "m": 1.0
    },
    {
     "p": 0.04891522601246834,
     "m": 1.0
    },
    {
     "p": 0.06852581351995468,
     "m": 1.0
    },
    {
     "p": 0.06872580200433731,
     "m": 1.0
    },
    {
     "p": 0.08135934174060822,
     "m": 1.0
    },
    {
     "p": 0.07406265288591385,
     "m": 1.0
    },
    {
     "p": 0.03790779784321785,
     "m": 1.0
    },
    {
     "p": 0.14456593990325928,
     "m": 1.0
    },
    {
     "p": 0.0920511931180954,
     "m": 1.0
    },
    {
     "p": 0.08299754559993744,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.805949866771698,
   "val_loss": 0.9684903025627136,
   "acc": 67.79,
   "time": 67.6712625939399,
   "param": [
    {
     "p": 0.06055266410112381,
     "m": 1.0
    },
    {
     "p": 0.03931846842169762,
     "m": 1.0
    },
    {
     "p": 0.008746161125600338,
     "m": 1.0
    },
    {
     "p": 0.08658428490161896,
     "m": 1.0
    },
    {
     "p": 0.053828027099370956,
     "m": 1.0
    },
    {
     "p": 0.04740603268146515,
     "m": 1.0
    },
    {
     "p": 0.07891760021448135,
     "m": 1.0
    },
    {
     "p": 0.07921462506055832,
     "m": 1.0
    },
    {
     "p": 0.0932835191488266,
     "m": 1.0
    },
    {
     "p": 0.08035068958997726,
     "m": 1.0
    },
    {
     "p": 0.05107072740793228,
     "m": 1.0
    },
    {
     "p": 0.1380315124988556,
     "m": 1.0
    },
    {
     "p": 0.10190092027187347,
     "m": 1.0
    },
    {
     "p": 0.08079477399587631,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.8696949481964111,
   "val_loss": 0.9028319120407104,
   "acc": 68.48,
   "time": 75.63802352407947,
   "param": [
    {
     "p": 0.053940922021865845,
     "m": 1.0
    },
    {
     "p": 0.033545661717653275,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07537605613470078,
     "m": 1.0
    },
    {
     "p": 0.08201257139444351,
     "m": 1.0
    },
    {
     "p": 0.06898479908704758,
     "m": 1.0
    },
    {
     "p": 0.0634533241391182,
     "m": 1.0
    },
    {
     "p": 0.07687026262283325,
     "m": 1.0
    },
    {
     "p": 0.08845864981412888,
     "m": 1.0
    },
    {
     "p": 0.07983015477657318,
     "m": 1.0
    },
    {
     "p": 0.0635129064321518,
     "m": 1.0
    },
    {
     "p": 0.14810913801193237,
     "m": 1.0
    },
    {
     "p": 0.1004619300365448,
     "m": 1.0
    },
    {
     "p": 0.06544369459152222,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.6472256183624268,
   "val_loss": 1.0472893714904785,
   "acc": 68.31,
   "time": 78.12511201901361,
   "param": [
    {
     "p": 0.04735967516899109,
     "m": 1.0
    },
    {
     "p": 0.03364957123994827,
     "m": 1.0
    },
    {
     "p": 0.02457290142774582,
     "m": 1.0
    },
    {
     "p": 0.06299272924661636,
     "m": 1.0
    },
    {
     "p": 0.07172002643346786,
     "m": 1.0
    },
    {
     "p": 0.10223093628883362,
     "m": 1.0
    },
    {
     "p": 0.036264874041080475,
     "m": 1.0
    },
    {
     "p": 0.08502694219350815,
     "m": 1.0
    },
    {
     "p": 0.06780929863452911,
     "m": 1.0
    },
    {
     "p": 0.061565086245536804,
     "m": 1.0
    },
    {
     "p": 0.05868126451969147,
     "m": 1.0
    },
    {
     "p": 0.16282516717910767,
     "m": 1.0
    },
    {
     "p": 0.09364476054906845,
     "m": 1.0
    },
    {
     "p": 0.09165684133768082,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.7585136294364929,
   "val_loss": 1.0981348752975464,
   "acc": 68.88,
   "time": 76.43531910306774,
   "param": [
    {
     "p": 0.046452317386865616,
     "m": 1.0
    },
    {
     "p": 0.0445193350315094,
     "m": 1.0
    },
    {
     "p": 0.06886056810617447,
     "m": 1.0
    },
    {
     "p": 0.046351946890354156,
     "m": 1.0
    },
    {
     "p": 0.04685019701719284,
     "m": 1.0
    },
    {
     "p": 0.10589499026536942,
     "m": 1.0
    },
    {
     "p": 0.022925972938537598,
     "m": 1.0
    },
    {
     "p": 0.09404732286930084,
     "m": 1.0
    },
    {
     "p": 0.05751306936144829,
     "m": 1.0
    },
    {
     "p": 0.05809951201081276,
     "m": 1.0
    },
    {
     "p": 0.061923570930957794,
     "m": 1.0
    },
    {
     "p": 0.16668280959129333,
     "m": 1.0
    },
    {
     "p": 0.07581014186143875,
     "m": 1.0
    },
    {
     "p": 0.10406824946403503,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.7135632038116455,
   "val_loss": 0.8813084959983826,
   "acc": 68.03,
   "time": 77.45817914512008,
   "param": [
    {
     "p": 0.03696467727422714,
     "m": 1.0
    },
    {
     "p": 0.044652484357357025,
     "m": 1.0
    },
    {
     "p": 0.08389057964086533,
     "m": 1.0
    },
    {
     "p": 0.02732926234602928,
     "m": 1.0
    },
    {
     "p": 0.02955750562250614,
     "m": 1.0
    },
    {
     "p": 0.11672422289848328,
     "m": 1.0
    },
    {
     "p": 0.020721394568681717,
     "m": 1.0
    },
    {
     "p": 0.07891808450222015,
     "m": 1.0
    },
    {
     "p": 0.05897609516978264,
     "m": 1.0
    },
    {
     "p": 0.0617588609457016,
     "m": 1.0
    },
    {
     "p": 0.06244930252432823,
     "m": 1.0
    },
    {
     "p": 0.17836891114711761,
     "m": 1.0
    },
    {
     "p": 0.07505500316619873,
     "m": 1.0
    },
    {
     "p": 0.12463363260030746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.7871007919311523,
   "val_loss": 1.0602471828460693,
   "acc": 68.68,
   "time": 74.87306928401813,
   "param": [
    {
     "p": 0.031461309641599655,
     "m": 1.0
    },
    {
     "p": 0.027813564985990524,
     "m": 1.0
    },
    {
     "p": 0.0813530758023262,
     "m": 1.0
    },
    {
     "p": 0.005000845529139042,
     "m": 1.0
    },
    {
     "p": 0.03152424842119217,
     "m": 1.0
    },
    {
     "p": 0.11511263251304626,
     "m": 1.0
    },
    {
     "p": 0.01333571970462799,
     "m": 1.0
    },
    {
     "p": 0.06587685644626617,
     "m": 1.0
    },
    {
     "p": 0.05896119400858879,
     "m": 1.0
    },
    {
     "p": 0.0895220935344696,
     "m": 1.0
    },
    {
     "p": 0.07610670477151871,
     "m": 1.0
    },
    {
     "p": 0.19746850430965424,
     "m": 1.0
    },
    {
     "p": 0.08367527276277542,
     "m": 1.0
    },
    {
     "p": 0.12278793752193451,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.7814178466796875,
   "val_loss": 0.8902697563171387,
   "acc": 68.85,
   "time": 67.41473045991734,
   "param": [
    {
     "p": 0.02838806062936783,
     "m": 1.0
    },
    {
     "p": 0.024700863286852837,
     "m": 1.0
    },
    {
     "p": 0.08837975561618805,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04003019630908966,
     "m": 1.0
    },
    {
     "p": 0.12110055983066559,
     "m": 1.0
    },
    {
     "p": 0.011933528818190098,
     "m": 1.0
    },
    {
     "p": 0.05096134915947914,
     "m": 1.0
    },
    {
     "p": 0.058214738965034485,
     "m": 1.0
    },
    {
     "p": 0.12560100853443146,
     "m": 1.0
    },
    {
     "p": 0.07354763150215149,
     "m": 1.0
    },
    {
     "p": 0.20430684089660645,
     "m": 1.0
    },
    {
     "p": 0.07879035174846649,
     "m": 1.0
    },
    {
     "p": 0.09404513239860535,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 0.5844705700874329,
   "val_loss": 0.9989255666732788,
   "acc": 68.23,
   "time": 75.13104452192783,
   "param": [
    {
     "p": 0.04911046475172043,
     "m": 1.0
    },
    {
     "p": 0.033854544162750244,
     "m": 1.0
    },
    {
     "p": 0.07882877439260483,
     "m": 1.0
    },
    {
     "p": 0.01867510750889778,
     "m": 1.0
    },
    {
     "p": 0.08325732499361038,
     "m": 1.0
    },
    {
     "p": 0.11585798114538193,
     "m": 1.0
    },
    {
     "p": 0.014254624024033546,
     "m": 1.0
    },
    {
     "p": 0.04540622979402542,
     "m": 1.0
    },
    {
     "p": 0.05428265407681465,
     "m": 1.0
    },
    {
     "p": 0.12698744237422943,
     "m": 1.0
    },
    {
     "p": 0.0718793123960495,
     "m": 1.0
    },
    {
     "p": 0.17405855655670166,
     "m": 1.0
    },
    {
     "p": 0.07099930197000504,
     "m": 1.0
    },
    {
     "p": 0.06254762411117554,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.8017591834068298,
   "val_loss": 0.8078670501708984,
   "acc": 68.95,
   "time": 73.74220033898018,
   "param": [
    {
     "p": 0.06720203161239624,
     "m": 1.0
    },
    {
     "p": 0.032068002969026566,
     "m": 1.0
    },
    {
     "p": 0.07812560349702835,
     "m": 1.0
    },
    {
     "p": 0.01743091084063053,
     "m": 1.0
    },
    {
     "p": 0.10250354558229446,
     "m": 1.0
    },
    {
     "p": 0.1019858866930008,
     "m": 1.0
    },
    {
     "p": 0.03138206526637077,
     "m": 1.0
    },
    {
     "p": 0.04255126789212227,
     "m": 1.0
    },
    {
     "p": 0.04928787797689438,
     "m": 1.0
    },
    {
     "p": 0.10832202434539795,
     "m": 1.0
    },
    {
     "p": 0.0869627296924591,
     "m": 1.0
    },
    {
     "p": 0.15245166420936584,
     "m": 1.0
    },
    {
     "p": 0.0611996129155159,
     "m": 1.0
    },
    {
     "p": 0.06852685660123825,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.8357282876968384,
   "val_loss": 0.9577911496162415,
   "acc": 67.93,
   "time": 67.2085390468128,
   "param": [
    {
     "p": 0.07721525430679321,
     "m": 1.0
    },
    {
     "p": 0.03163716942071915,
     "m": 1.0
    },
    {
     "p": 0.09348903596401215,
     "m": 1.0
    },
    {
     "p": 0.005792629439383745,
     "m": 1.0
    },
    {
     "p": 0.08609560132026672,
     "m": 1.0
    },
    {
     "p": 0.09303245693445206,
     "m": 1.0
    },
    {
     "p": 0.05248692259192467,
     "m": 1.0
    },
    {
     "p": 0.04450194537639618,
     "m": 1.0
    },
    {
     "p": 0.06202780455350876,
     "m": 1.0
    },
    {
     "p": 0.07425973564386368,
     "m": 1.0
    },
    {
     "p": 0.08273765444755554,
     "m": 1.0
    },
    {
     "p": 0.12975221872329712,
     "m": 1.0
    },
    {
     "p": 0.0740058496594429,
     "m": 1.0
    },
    {
     "p": 0.09296569973230362,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.7661665081977844,
   "val_loss": 1.0046226978302002,
   "acc": 68.05,
   "time": 77.2454239029903,
   "param": [
    {
     "p": 0.08715947717428207,
     "m": 1.0
    },
    {
     "p": 0.03882733732461929,
     "m": 1.0
    },
    {
     "p": 0.08351714164018631,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09196541458368301,
     "m": 1.0
    },
    {
     "p": 0.08170714229345322,
     "m": 1.0
    },
    {
     "p": 0.05409625545144081,
     "m": 1.0
    },
    {
     "p": 0.034622691571712494,
     "m": 1.0
    },
    {
     "p": 0.07829681783914566,
     "m": 1.0
    },
    {
     "p": 0.04448864609003067,
     "m": 1.0
    },
    {
     "p": 0.08940954506397247,
     "m": 1.0
    },
    {
     "p": 0.12271184474229813,
     "m": 1.0
    },
    {
     "p": 0.10181183367967606,
     "m": 1.0
    },
    {
     "p": 0.09138581156730652,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.6674855947494507,
   "val_loss": 1.0254709720611572,
   "acc": 68.72,
   "time": 76.95522700389847,
   "param": [
    {
     "p": 0.11364535242319107,
     "m": 1.0
    },
    {
     "p": 0.04866977035999298,
     "m": 1.0
    },
    {
     "p": 0.074005126953125,
     "m": 1.0
    },
    {
     "p": 0.013447225093841553,
     "m": 1.0
    },
    {
     "p": 0.1108209416270256,
     "m": 1.0
    },
    {
     "p": 0.06685817241668701,
     "m": 1.0
    },
    {
     "p": 0.06031788885593414,
     "m": 1.0
    },
    {
     "p": 0.018461864441633224,
     "m": 1.0
    },
    {
     "p": 0.0849648118019104,
     "m": 1.0
    },
    {
     "p": 0.03635929897427559,
     "m": 1.0
    },
    {
     "p": 0.08642618358135223,
     "m": 1.0
    },
    {
     "p": 0.11145202070474625,
     "m": 1.0
    },
    {
     "p": 0.11694226413965225,
     "m": 1.0
    },
    {
     "p": 0.05762903392314911,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.7226470112800598,
   "val_loss": 0.9995800852775574,
   "acc": 69.3,
   "time": 69.81011852109805,
   "param": [
    {
     "p": 0.11574812233448029,
     "m": 1.0
    },
    {
     "p": 0.06087644398212433,
     "m": 1.0
    },
    {
     "p": 0.06243758276104927,
     "m": 1.0
    },
    {
     "p": 0.04807167127728462,
     "m": 1.0
    },
    {
     "p": 0.11261025071144104,
     "m": 1.0
    },
    {
     "p": 0.062029775232076645,
     "m": 1.0
    },
    {
     "p": 0.059469323605298996,
     "m": 1.0
    },
    {
     "p": 0.01899498514831066,
     "m": 1.0
    },
    {
     "p": 0.07131607830524445,
     "m": 1.0
    },
    {
     "p": 0.038033559918403625,
     "m": 1.0
    },
    {
     "p": 0.08543520420789719,
     "m": 1.0
    },
    {
     "p": 0.09532469511032104,
     "m": 1.0
    },
    {
     "p": 0.12622077763080597,
     "m": 1.0
    },
    {
     "p": 0.043431561440229416,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.5058828592300415,
   "val_loss": 0.8929601907730103,
   "acc": 69.43,
   "time": 64.86174608091824,
   "param": [
    {
     "p": 0.1071893647313118,
     "m": 1.0
    },
    {
     "p": 0.06576240807771683,
     "m": 1.0
    },
    {
     "p": 0.04226832836866379,
     "m": 1.0
    },
    {
     "p": 0.08179520070552826,
     "m": 1.0
    },
    {
     "p": 0.10099250823259354,
     "m": 1.0
    },
    {
     "p": 0.08804214745759964,
     "m": 1.0
    },
    {
     "p": 0.043370820581912994,
     "m": 1.0
    },
    {
     "p": 0.020775610581040382,
     "m": 1.0
    },
    {
     "p": 0.06737955659627914,
     "m": 1.0
    },
    {
     "p": 0.030326291918754578,
     "m": 1.0
    },
    {
     "p": 0.0841742604970932,
     "m": 1.0
    },
    {
     "p": 0.08951904624700546,
     "m": 1.0
    },
    {
     "p": 0.13680554926395416,
     "m": 1.0
    },
    {
     "p": 0.04159889742732048,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.6832403540611267,
   "val_loss": 0.9527956247329712,
   "acc": 68.02,
   "time": 64.2957924080547,
   "param": [
    {
     "p": 0.10044511407613754,
     "m": 1.0
    },
    {
     "p": 0.0679849311709404,
     "m": 1.0
    },
    {
     "p": 0.0535426065325737,
     "m": 1.0
    },
    {
     "p": 0.08008250594139099,
     "m": 1.0
    },
    {
     "p": 0.07459115982055664,
     "m": 1.0
    },
    {
     "p": 0.1033468171954155,
     "m": 1.0
    },
    {
     "p": 0.03379341959953308,
     "m": 1.0
    },
    {
     "p": 0.04988361895084381,
     "m": 1.0
    },
    {
     "p": 0.0621357262134552,
     "m": 1.0
    },
    {
     "p": 0.04859159514307976,
     "m": 1.0
    },
    {
     "p": 0.07485614717006683,
     "m": 1.0
    },
    {
     "p": 0.08810920268297195,
     "m": 1.0
    },
    {
     "p": 0.11460202932357788,
     "m": 1.0
    },
    {
     "p": 0.04803513363003731,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 0.7200515866279602,
   "val_loss": 0.8411916494369507,
   "acc": 69.15,
   "time": 72.79726485395804,
   "param": [
    {
     "p": 0.09400484710931778,
     "m": 1.0
    },
    {
     "p": 0.059049561619758606,
     "m": 1.0
    },
    {
     "p": 0.062045060098171234,
     "m": 1.0
    },
    {
     "p": 0.07672552019357681,
     "m": 1.0
    },
    {
     "p": 0.06855887919664383,
     "m": 1.0
    },
    {
     "p": 0.09679053723812103,
     "m": 1.0
    },
    {
     "p": 0.044131048023700714,
     "m": 1.0
    },
    {
     "p": 0.06893433630466461,
     "m": 1.0
    },
    {
     "p": 0.06245671957731247,
     "m": 1.0
    },
    {
     "p": 0.06193123757839203,
     "m": 1.0
    },
    {
     "p": 0.07728669047355652,
     "m": 1.0
    },
    {
     "p": 0.07324854284524918,
     "m": 1.0
    },
    {
     "p": 0.09544302523136139,
     "m": 1.0
    },
    {
     "p": 0.05939400568604469,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.7901692986488342,
   "val_loss": 0.8872479200363159,
   "acc": 69.36,
   "time": 64.39686954091303,
   "param": [
    {
     "p": 0.08875380456447601,
     "m": 1.0
    },
    {
     "p": 0.04289397597312927,
     "m": 1.0
    },
    {
     "p": 0.08705440163612366,
     "m": 1.0
    },
    {
     "p": 0.0461096428334713,
     "m": 1.0
    },
    {
     "p": 0.0994945839047432,
     "m": 1.0
    },
    {
     "p": 0.08226192742586136,
     "m": 1.0
    },
    {
     "p": 0.05108493193984032,
     "m": 1.0
    },
    {
     "p": 0.07359682768583298,
     "m": 1.0
    },
    {
     "p": 0.0645480751991272,
     "m": 1.0
    },
    {
     "p": 0.07317253947257996,
     "m": 1.0
    },
    {
     "p": 0.07864633947610855,
     "m": 1.0
    },
    {
     "p": 0.057831525802612305,
     "m": 1.0
    },
    {
     "p": 0.08899281173944473,
     "m": 1.0
    },
    {
     "p": 0.0655585527420044,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.7089695334434509,
   "val_loss": 0.725588321685791,
   "acc": 70.45,
   "time": 70.54605520400219,
   "param": [
    {
     "p": 0.08828654885292053,
     "m": 1.0
    },
    {
     "p": 0.02505846880376339,
     "m": 1.0
    },
    {
     "p": 0.07869915664196014,
     "m": 1.0
    },
    {
     "p": 0.0369936041533947,
     "m": 1.0
    },
    {
     "p": 0.12741819024085999,
     "m": 1.0
    },
    {
     "p": 0.06709589064121246,
     "m": 1.0
    },
    {
     "p": 0.0690041184425354,
     "m": 1.0
    },
    {
     "p": 0.07506096363067627,
     "m": 1.0
    },
    {
     "p": 0.06788401305675507,
     "m": 1.0
    },
    {
     "p": 0.10177624225616455,
     "m": 1.0
    },
    {
     "p": 0.0648551657795906,
     "m": 1.0
    },
    {
     "p": 0.051254380494356155,
     "m": 1.0
    },
    {
     "p": 0.0882902592420578,
     "m": 1.0
    },
    {
     "p": 0.0583229586482048,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.8321340680122375,
   "val_loss": 1.0635286569595337,
   "acc": 69.72,
   "time": 67.39574825810269,
   "param": [
    {
     "p": 0.09020189940929413,
     "m": 1.0
    },
    {
     "p": 0.019224738702178,
     "m": 1.0
    },
    {
     "p": 0.05610993504524231,
     "m": 1.0
    },
    {
     "p": 0.040862176567316055,
     "m": 1.0
    },
    {
     "p": 0.142697274684906,
     "m": 1.0
    },
    {
     "p": 0.06592727452516556,
     "m": 1.0
    },
    {
     "p": 0.08215001970529556,
     "m": 1.0
    },
    {
     "p": 0.07860737293958664,
     "m": 1.0
    },
    {
     "p": 0.06412838399410248,
     "m": 1.0
    },
    {
     "p": 0.1174805536866188,
     "m": 1.0
    },
    {
     "p": 0.04076071083545685,
     "m": 1.0
    },
    {
     "p": 0.04418628662824631,
     "m": 1.0
    },
    {
     "p": 0.10622521489858627,
     "m": 1.0
    },
    {
     "p": 0.05143823102116585,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.0553686618804932,
   "val_loss": 0.8854959011077881,
   "acc": 68.98,
   "time": 64.84465068904683,
   "param": [
    {
     "p": 0.09076792001724243,
     "m": 1.0
    },
    {
     "p": 0.003848818363621831,
     "m": 1.0
    },
    {
     "p": 0.03751671314239502,
     "m": 1.0
    },
    {
     "p": 0.04719698056578636,
     "m": 1.0
    },
    {
     "p": 0.15369315445423126,
     "m": 1.0
    },
    {
     "p": 0.09657467156648636,
     "m": 1.0
    },
    {
     "p": 0.06865480542182922,
     "m": 1.0
    },
    {
     "p": 0.07492312788963318,
     "m": 1.0
    },
    {
     "p": 0.03915508836507797,
     "m": 1.0
    },
    {
     "p": 0.14118608832359314,
     "m": 1.0
    },
    {
     "p": 0.014637717977166176,
     "m": 1.0
    },
    {
     "p": 0.03252468258142471,
     "m": 1.0
    },
    {
     "p": 0.12776674330234528,
     "m": 1.0
    },
    {
     "p": 0.07155345380306244,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.7115087509155273,
   "val_loss": 1.0710376501083374,
   "acc": 68.95,
   "time": 64.07471543014981,
   "param": [
    {
     "p": 0.07745563983917236,
     "m": 1.0
    },
    {
     "p": 0.03220750391483307,
     "m": 1.0
    },
    {
     "p": 0.0568927600979805,
     "m": 1.0
    },
    {
     "p": 0.07629141211509705,
     "m": 1.0
    },
    {
     "p": 0.1165022999048233,
     "m": 1.0
    },
    {
     "p": 0.0934019610285759,
     "m": 1.0
    },
    {
     "p": 0.04417955130338669,
     "m": 1.0
    },
    {
     "p": 0.06569333374500275,
     "m": 1.0
    },
    {
     "p": 0.02107859216630459,
     "m": 1.0
    },
    {
     "p": 0.1472080498933792,
     "m": 1.0
    },
    {
     "p": 0.0005375823238864541,
     "m": 1.0
    },
    {
     "p": 0.03533531725406647,
     "m": 1.0
    },
    {
     "p": 0.12194747477769852,
     "m": 1.0
    },
    {
     "p": 0.11126857250928879,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.6638960838317871,
   "val_loss": 0.9066376686096191,
   "acc": 69.92,
   "time": 64.76577758509666,
   "param": [
    {
     "p": 0.07888887822628021,
     "m": 1.0
    },
    {
     "p": 0.041371431201696396,
     "m": 1.0
    },
    {
     "p": 0.060367144644260406,
     "m": 1.0
    },
    {
     "p": 0.10607283562421799,
     "m": 1.0
    },
    {
     "p": 0.08068633824586868,
     "m": 1.0
    },
    {
     "p": 0.10418221354484558,
     "m": 1.0
    },
    {
     "p": 0.03355994075536728,
     "m": 1.0
    },
    {
     "p": 0.04723706096410751,
     "m": 1.0
    },
    {
     "p": 0.016235342249274254,
     "m": 1.0
    },
    {
     "p": 0.1586182713508606,
     "m": 1.0
    },
    {
     "p": 0.004043913446366787,
     "m": 1.0
    },
    {
     "p": 0.03747045621275902,
     "m": 1.0
    },
    {
     "p": 0.11299162358045578,
     "m": 1.0
    },
    {
     "p": 0.11827453225851059,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.7604082226753235,
   "val_loss": 1.18576979637146,
   "acc": 69.32,
   "time": 64.43725045886822,
   "param": [
    {
     "p": 0.0719907283782959,
     "m": 1.0
    },
    {
     "p": 0.05746988579630852,
     "m": 1.0
    },
    {
     "p": 0.061933357268571854,
     "m": 1.0
    },
    {
     "p": 0.10479237139225006,
     "m": 1.0
    },
    {
     "p": 0.06648869067430496,
     "m": 1.0
    },
    {
     "p": 0.0955333262681961,
     "m": 1.0
    },
    {
     "p": 0.029950778931379318,
     "m": 1.0
    },
    {
     "p": 0.06733321398496628,
     "m": 1.0
    },
    {
     "p": 0.034728292375802994,
     "m": 1.0
    },
    {
     "p": 0.15247948467731476,
     "m": 1.0
    },
    {
     "p": 0.019182035699486732,
     "m": 1.0
    },
    {
     "p": 0.037457097321748734,
     "m": 1.0
    },
    {
     "p": 0.11218088865280151,
     "m": 1.0
    },
    {
     "p": 0.08847972005605698,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.6261582970619202,
   "val_loss": 1.0903754234313965,
   "acc": 69.75,
   "time": 71.85974343912676,
   "param": [
    {
     "p": 0.08072710782289505,
     "m": 1.0
    },
    {
     "p": 0.06367699056863785,
     "m": 1.0
    },
    {
     "p": 0.07744137197732925,
     "m": 1.0
    },
    {
     "p": 0.08575788885354996,
     "m": 1.0
    },
    {
     "p": 0.05324055254459381,
     "m": 1.0
    },
    {
     "p": 0.08199670910835266,
     "m": 1.0
    },
    {
     "p": 0.04976564273238182,
     "m": 1.0
    },
    {
     "p": 0.07565756887197495,
     "m": 1.0
    },
    {
     "p": 0.05575048550963402,
     "m": 1.0
    },
    {
     "p": 0.1128920465707779,
     "m": 1.0
    },
    {
     "p": 0.04262924566864967,
     "m": 1.0
    },
    {
     "p": 0.058671094477176666,
     "m": 1.0
    },
    {
     "p": 0.1039840430021286,
     "m": 1.0
    },
    {
     "p": 0.05780918896198273,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.5892347693443298,
   "val_loss": 0.9749745726585388,
   "acc": 69.66,
   "time": 64.8928067709785,
   "param": [
    {
     "p": 0.09583521634340286,
     "m": 1.0
    },
    {
     "p": 0.05887959152460098,
     "m": 1.0
    },
    {
     "p": 0.08526631444692612,
     "m": 1.0
    },
    {
     "p": 0.07337982207536697,
     "m": 1.0
    },
    {
     "p": 0.07983127236366272,
     "m": 1.0
    },
    {
     "p": 0.08184246718883514,
     "m": 1.0
    },
    {
     "p": 0.06482578814029694,
     "m": 1.0
    },
    {
     "p": 0.060317788273096085,
     "m": 1.0
    },
    {
     "p": 0.05548456683754921,
     "m": 1.0
    },
    {
     "p": 0.0851212739944458,
     "m": 1.0
    },
    {
     "p": 0.04144447296857834,
     "m": 1.0
    },
    {
     "p": 0.07011444121599197,
     "m": 1.0
    },
    {
     "p": 0.08993055671453476,
     "m": 1.0
    },
    {
     "p": 0.05772649124264717,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.7786152362823486,
   "val_loss": 0.9024710059165955,
   "acc": 70.41,
   "time": 64.47939711110666,
   "param": [
    {
     "p": 0.11260440945625305,
     "m": 1.0
    },
    {
     "p": 0.05462094396352768,
     "m": 1.0
    },
    {
     "p": 0.09657612442970276,
     "m": 1.0
    },
    {
     "p": 0.06140261888504028,
     "m": 1.0
    },
    {
     "p": 0.08398573100566864,
     "m": 1.0
    },
    {
     "p": 0.08254053443670273,
     "m": 1.0
    },
    {
     "p": 0.06855200976133347,
     "m": 1.0
    },
    {
     "p": 0.04003477469086647,
     "m": 1.0
    },
    {
     "p": 0.0454152412712574,
     "m": 1.0
    },
    {
     "p": 0.06363600492477417,
     "m": 1.0
    },
    {
     "p": 0.04743345454335213,
     "m": 1.0
    },
    {
     "p": 0.09134628623723984,
     "m": 1.0
    },
    {
     "p": 0.08292301744222641,
     "m": 1.0
    },
    {
     "p": 0.0689287930727005,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.767382025718689,
   "val_loss": 0.8958011865615845,
   "acc": 70.3,
   "time": 76.67548565589823,
   "param": [
    {
     "p": 0.13049687445163727,
     "m": 1.0
    },
    {
     "p": 0.05000408738851547,
     "m": 1.0
    },
    {
     "p": 0.10640856623649597,
     "m": 1.0
    },
    {
     "p": 0.05298597365617752,
     "m": 1.0
    },
    {
     "p": 0.0760413333773613,
     "m": 1.0
    },
    {
     "p": 0.07972230762243271,
     "m": 1.0
    },
    {
     "p": 0.045741546899080276,
     "m": 1.0
    },
    {
     "p": 0.01881544664502144,
     "m": 1.0
    },
    {
     "p": 0.03469030186533928,
     "m": 1.0
    },
    {
     "p": 0.06963256746530533,
     "m": 1.0
    },
    {
     "p": 0.062392666935920715,
     "m": 1.0
    },
    {
     "p": 0.10377249866724014,
     "m": 1.0
    },
    {
     "p": 0.09117314219474792,
     "m": 1.0
    },
    {
     "p": 0.07812272757291794,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.6024137139320374,
   "val_loss": 0.9103488326072693,
   "acc": 70.41,
   "time": 73.27548966021277,
   "param": [
    {
     "p": 0.14688293635845184,
     "m": 1.0
    },
    {
     "p": 0.03597521781921387,
     "m": 1.0
    },
    {
     "p": 0.11061284691095352,
     "m": 1.0
    },
    {
     "p": 0.062483735382556915,
     "m": 1.0
    },
    {
     "p": 0.07364918291568756,
     "m": 1.0
    },
    {
     "p": 0.06549592316150665,
     "m": 1.0
    },
    {
     "p": 0.03741011768579483,
     "m": 1.0
    },
    {
     "p": 0.009397009387612343,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07501966506242752,
     "m": 1.0
    },
    {
     "p": 0.07434117794036865,
     "m": 1.0
    },
    {
     "p": 0.12493034452199936,
     "m": 1.0
    },
    {
     "p": 0.10676497966051102,
     "m": 1.0
    },
    {
     "p": 0.07703695446252823,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.5224536657333374,
   "val_loss": 1.0625311136245728,
   "acc": 69.85,
   "time": 69.18111698585562,
   "param": [
    {
     "p": 0.1463802009820938,
     "m": 1.0
    },
    {
     "p": 0.02218843623995781,
     "m": 1.0
    },
    {
     "p": 0.09891985356807709,
     "m": 1.0
    },
    {
     "p": 0.05260920897126198,
     "m": 1.0
    },
    {
     "p": 0.08998611569404602,
     "m": 1.0
    },
    {
     "p": 0.04415927827358246,
     "m": 1.0
    },
    {
     "p": 0.027310186997056007,
     "m": 1.0
    },
    {
     "p": 0.016543060541152954,
     "m": 1.0
    },
    {
     "p": 0.0013326628832146525,
     "m": 1.0
    },
    {
     "p": 0.06702321767807007,
     "m": 1.0
    },
    {
     "p": 0.08802369236946106,
     "m": 1.0
    },
    {
     "p": 0.12799401581287384,
     "m": 1.0
    },
    {
     "p": 0.11960195004940033,
     "m": 1.0
    },
    {
     "p": 0.09792806208133698,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.5334184169769287,
   "val_loss": 0.9681563377380371,
   "acc": 69.49,
   "time": 66.91426394693553,
   "param": [
    {
     "p": 0.13161872327327728,
     "m": 1.0
    },
    {
     "p": 0.03812354803085327,
     "m": 1.0
    },
    {
     "p": 0.07366372644901276,
     "m": 1.0
    },
    {
     "p": 0.05005873367190361,
     "m": 1.0
    },
    {
     "p": 0.09571607410907745,
     "m": 1.0
    },
    {
     "p": 0.0489802211523056,
     "m": 1.0
    },
    {
     "p": 0.030182896181941032,
     "m": 1.0
    },
    {
     "p": 0.0510663241147995,
     "m": 1.0
    },
    {
     "p": 0.02373865805566311,
     "m": 1.0
    },
    {
     "p": 0.05208658427000046,
     "m": 1.0
    },
    {
     "p": 0.07424765825271606,
     "m": 1.0
    },
    {
     "p": 0.11061209440231323,
     "m": 1.0
    },
    {
     "p": 0.11248844861984253,
     "m": 1.0
    },
    {
     "p": 0.10741633921861649,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.742954671382904,
   "val_loss": 0.9807199239730835,
   "acc": 69.88,
   "time": 65.90796903707087,
   "param": [
    {
     "p": 0.11782675981521606,
     "m": 1.0
    },
    {
     "p": 0.056320756673812866,
     "m": 1.0
    },
    {
     "p": 0.07871509343385696,
     "m": 1.0
    },
    {
     "p": 0.04304847866296768,
     "m": 1.0
    },
    {
     "p": 0.08392336219549179,
     "m": 1.0
    },
    {
     "p": 0.07282519340515137,
     "m": 1.0
    },
    {
     "p": 0.019562963396310806,
     "m": 1.0
    },
    {
     "p": 0.08437279611825943,
     "m": 1.0
    },
    {
     "p": 0.04994913190603256,
     "m": 1.0
    },
    {
     "p": 0.05677754431962967,
     "m": 1.0
    },
    {
     "p": 0.05072980746626854,
     "m": 1.0
    },
    {
     "p": 0.09127441793680191,
     "m": 1.0
    },
    {
     "p": 0.103723905980587,
     "m": 1.0
    },
    {
     "p": 0.09094978868961334,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.638625979423523,
   "val_loss": 0.9854127764701843,
   "acc": 70.2,
   "time": 69.80566107807681,
   "param": [
    {
     "p": 0.11598487198352814,
     "m": 1.0
    },
    {
     "p": 0.06198910251259804,
     "m": 1.0
    },
    {
     "p": 0.0750221461057663,
     "m": 1.0
    },
    {
     "p": 0.03759600967168808,
     "m": 1.0
    },
    {
     "p": 0.07484493404626846,
     "m": 1.0
    },
    {
     "p": 0.06143287941813469,
     "m": 1.0
    },
    {
     "p": 0.010186927393078804,
     "m": 1.0
    },
    {
     "p": 0.0913347601890564,
     "m": 1.0
    },
    {
     "p": 0.06840072572231293,
     "m": 1.0
    },
    {
     "p": 0.07326021790504456,
     "m": 1.0
    },
    {
     "p": 0.037583865225315094,
     "m": 1.0
    },
    {
     "p": 0.08980558067560196,
     "m": 1.0
    },
    {
     "p": 0.10840164124965668,
     "m": 1.0
    },
    {
     "p": 0.09415634721517563,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.3717400133609772,
   "val_loss": 0.8411837220191956,
   "acc": 70.22,
   "time": 67.76693748100661,
   "param": [
    {
     "p": 0.12924951314926147,
     "m": 1.0
    },
    {
     "p": 0.053897492587566376,
     "m": 1.0
    },
    {
     "p": 0.06620487570762634,
     "m": 1.0
    },
    {
     "p": 0.04949096962809563,
     "m": 1.0
    },
    {
     "p": 0.056128352880477905,
     "m": 1.0
    },
    {
     "p": 0.05032282695174217,
     "m": 1.0
    },
    {
     "p": 0.011540395207703114,
     "m": 1.0
    },
    {
     "p": 0.08266112208366394,
     "m": 1.0
    },
    {
     "p": 0.08156920224428177,
     "m": 1.0
    },
    {
     "p": 0.07612183690071106,
     "m": 1.0
    },
    {
     "p": 0.03756142780184746,
     "m": 1.0
    },
    {
     "p": 0.09889699518680573,
     "m": 1.0
    },
    {
     "p": 0.10930732637643814,
     "m": 1.0
    },
    {
     "p": 0.09704763442277908,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.5662514567375183,
   "val_loss": 0.855426549911499,
   "acc": 70.12,
   "time": 72.2793333819136,
   "param": [
    {
     "p": 0.14470474421977997,
     "m": 1.0
    },
    {
     "p": 0.04318756237626076,
     "m": 1.0
    },
    {
     "p": 0.04564835876226425,
     "m": 1.0
    },
    {
     "p": 0.05122259631752968,
     "m": 1.0
    },
    {
     "p": 0.06619837135076523,
     "m": 1.0
    },
    {
     "p": 0.03426516056060791,
     "m": 1.0
    },
    {
     "p": 0.020985648036003113,
     "m": 1.0
    },
    {
     "p": 0.07238546758890152,
     "m": 1.0
    },
    {
     "p": 0.0776299238204956,
     "m": 1.0
    },
    {
     "p": 0.07889940589666367,
     "m": 1.0
    },
    {
     "p": 0.04137645289301872,
     "m": 1.0
    },
    {
     "p": 0.1150515228509903,
     "m": 1.0
    },
    {
     "p": 0.11625056713819504,
     "m": 1.0
    },
    {
     "p": 0.09219419956207275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.3547492027282715,
   "val_loss": 0.9885697364807129,
   "acc": 69.22,
   "time": 67.52500539179891,
   "param": [
    {
     "p": 0.16284456849098206,
     "m": 1.0
    },
    {
     "p": 0.0561811663210392,
     "m": 1.0
    },
    {
     "p": 0.047719188034534454,
     "m": 1.0
    },
    {
     "p": 0.048577941954135895,
     "m": 1.0
    },
    {
     "p": 0.05237032473087311,
     "m": 1.0
    },
    {
     "p": 0.019835084676742554,
     "m": 1.0
    },
    {
     "p": 0.01619563065469265,
     "m": 1.0
    },
    {
     "p": 0.07886551320552826,
     "m": 1.0
    },
    {
     "p": 0.08685218542814255,
     "m": 1.0
    },
    {
     "p": 0.07395809143781662,
     "m": 1.0
    },
    {
     "p": 0.041206929832696915,
     "m": 1.0
    },
    {
     "p": 0.12941958010196686,
     "m": 1.0
    },
    {
     "p": 0.11830726265907288,
     "m": 1.0
    },
    {
     "p": 0.06766654551029205,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.3644467890262604,
   "val_loss": 0.9759423732757568,
   "acc": 70.42,
   "time": 66.90843820106238,
   "param": [
    {
     "p": 0.16595062613487244,
     "m": 1.0
    },
    {
     "p": 0.07307648658752441,
     "m": 1.0
    },
    {
     "p": 0.04431420937180519,
     "m": 1.0
    },
    {
     "p": 0.058618053793907166,
     "m": 1.0
    },
    {
     "p": 0.026822341606020927,
     "m": 1.0
    },
    {
     "p": 0.029957972466945648,
     "m": 1.0
    },
    {
     "p": 0.052185121923685074,
     "m": 1.0
    },
    {
     "p": 0.06589213013648987,
     "m": 1.0
    },
    {
     "p": 0.08756645023822784,
     "m": 1.0
    },
    {
     "p": 0.07101768255233765,
     "m": 1.0
    },
    {
     "p": 0.043715789914131165,
     "m": 1.0
    },
    {
     "p": 0.12760761380195618,
     "m": 1.0
    },
    {
     "p": 0.10373429208993912,
     "m": 1.0
    },
    {
     "p": 0.04954128712415695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.3639819622039795,
   "val_loss": 0.979121208190918,
   "acc": 70.3,
   "time": 67.89202008908615,
   "param": [
    {
     "p": 0.14633454382419586,
     "m": 1.0
    },
    {
     "p": 0.06965947151184082,
     "m": 1.0
    },
    {
     "p": 0.05937262624502182,
     "m": 1.0
    },
    {
     "p": 0.07168827950954437,
     "m": 1.0
    },
    {
     "p": 0.05546281859278679,
     "m": 1.0
    },
    {
     "p": 0.060446083545684814,
     "m": 1.0
    },
    {
     "p": 0.056291889399290085,
     "m": 1.0
    },
    {
     "p": 0.05570684373378754,
     "m": 1.0
    },
    {
     "p": 0.06924464553594589,
     "m": 1.0
    },
    {
     "p": 0.05304690822958946,
     "m": 1.0
    },
    {
     "p": 0.04962433502078056,
     "m": 1.0
    },
    {
     "p": 0.12097527086734772,
     "m": 1.0
    },
    {
     "p": 0.0886022076010704,
     "m": 1.0
    },
    {
     "p": 0.043543972074985504,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.6535422205924988,
   "val_loss": 0.9756349921226501,
   "acc": 70.86,
   "time": 68.28085529687814,
   "param": [
    {
     "p": 0.14385905861854553,
     "m": 1.0
    },
    {
     "p": 0.04464197903871536,
     "m": 1.0
    },
    {
     "p": 0.0669119581580162,
     "m": 1.0
    },
    {
     "p": 0.0683555155992508,
     "m": 1.0
    },
    {
     "p": 0.09575383365154266,
     "m": 1.0
    },
    {
     "p": 0.07587862014770508,
     "m": 1.0
    },
    {
     "p": 0.059560660272836685,
     "m": 1.0
    },
    {
     "p": 0.0511171855032444,
     "m": 1.0
    },
    {
     "p": 0.04601788520812988,
     "m": 1.0
    },
    {
     "p": 0.0584668330848217,
     "m": 1.0
    },
    {
     "p": 0.05285000801086426,
     "m": 1.0
    },
    {
     "p": 0.11260306090116501,
     "m": 1.0
    },
    {
     "p": 0.08323127031326294,
     "m": 1.0
    },
    {
     "p": 0.040752045810222626,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.41452550888061523,
   "val_loss": 1.0587842464447021,
   "acc": 70.3,
   "time": 68.52861351310275,
   "param": [
    {
     "p": 0.13972796499729156,
     "m": 1.0
    },
    {
     "p": 0.03966613486409187,
     "m": 1.0
    },
    {
     "p": 0.058371976017951965,
     "m": 1.0
    },
    {
     "p": 0.06698575615882874,
     "m": 1.0
    },
    {
     "p": 0.10311633348464966,
     "m": 1.0
    },
    {
     "p": 0.09066595882177353,
     "m": 1.0
    },
    {
     "p": 0.05269334837794304,
     "m": 1.0
    },
    {
     "p": 0.04344030097126961,
     "m": 1.0
    },
    {
     "p": 0.031138941645622253,
     "m": 1.0
    },
    {
     "p": 0.06899554282426834,
     "m": 1.0
    },
    {
     "p": 0.05135805904865265,
     "m": 1.0
    },
    {
     "p": 0.10378145426511765,
     "m": 1.0
    },
    {
     "p": 0.07809071242809296,
     "m": 1.0
    },
    {
     "p": 0.07196752727031708,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.5647213459014893,
   "val_loss": 0.9408979415893555,
   "acc": 70.45,
   "time": 68.59615241596475,
   "param": [
    {
     "p": 0.12347844243049622,
     "m": 1.0
    },
    {
     "p": 0.06631914526224136,
     "m": 1.0
    },
    {
     "p": 0.05877280607819557,
     "m": 1.0
    },
    {
     "p": 0.058599431067705154,
     "m": 1.0
    },
    {
     "p": 0.06873726099729538,
     "m": 1.0
    },
    {
     "p": 0.09068795293569565,
     "m": 1.0
    },
    {
     "p": 0.06101088225841522,
     "m": 1.0
    },
    {
     "p": 0.03785388171672821,
     "m": 1.0
    },
    {
     "p": 0.04352918267250061,
     "m": 1.0
    },
    {
     "p": 0.07076957821846008,
     "m": 1.0
    },
    {
     "p": 0.06406069546937943,
     "m": 1.0
    },
    {
     "p": 0.07924431562423706,
     "m": 1.0
    },
    {
     "p": 0.0713999941945076,
     "m": 1.0
    },
    {
     "p": 0.10553647577762604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.5706343054771423,
   "val_loss": 0.8807300925254822,
   "acc": 70.0,
   "time": 65.62697032792494,
   "param": [
    {
     "p": 0.13182440400123596,
     "m": 1.0
    },
    {
     "p": 0.10671219229698181,
     "m": 1.0
    },
    {
     "p": 0.07588089257478714,
     "m": 1.0
    },
    {
     "p": 0.03571851924061775,
     "m": 1.0
    },
    {
     "p": 0.045358963310718536,
     "m": 1.0
    },
    {
     "p": 0.0680961012840271,
     "m": 1.0
    },
    {
     "p": 0.05744972452521324,
     "m": 1.0
    },
    {
     "p": 0.033408671617507935,
     "m": 1.0
    },
    {
     "p": 0.04484092816710472,
     "m": 1.0
    },
    {
     "p": 0.052409976720809937,
     "m": 1.0
    },
    {
     "p": 0.08272058516740799,
     "m": 1.0
    },
    {
     "p": 0.072114959359169,
     "m": 1.0
    },
    {
     "p": 0.07423938810825348,
     "m": 1.0
    },
    {
     "p": 0.1192246600985527,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.8326514363288879,
   "val_loss": 0.985692024230957,
   "acc": 68.46,
   "time": 66.27925920113921,
   "param": [
    {
     "p": 0.14071984589099884,
     "m": 1.0
    },
    {
     "p": 0.13288548588752747,
     "m": 1.0
    },
    {
     "p": 0.07580788433551788,
     "m": 1.0
    },
    {
     "p": 0.025558186694979668,
     "m": 1.0
    },
    {
     "p": 0.030554907396435738,
     "m": 1.0
    },
    {
     "p": 0.06165844202041626,
     "m": 1.0
    },
    {
     "p": 0.033944472670555115,
     "m": 1.0
    },
    {
     "p": 0.04785840958356857,
     "m": 1.0
    },
    {
     "p": 0.036017466336488724,
     "m": 1.0
    },
    {
     "p": 0.04006890952587128,
     "m": 1.0
    },
    {
     "p": 0.08017133176326752,
     "m": 1.0
    },
    {
     "p": 0.0755167305469513,
     "m": 1.0
    },
    {
     "p": 0.08562128990888596,
     "m": 1.0
    },
    {
     "p": 0.13361674547195435,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.6122614741325378,
   "val_loss": 0.9775829315185547,
   "acc": 69.57,
   "time": 67.22894166898914,
   "param": [
    {
     "p": 0.15401829779148102,
     "m": 1.0
    },
    {
     "p": 0.09151015430688858,
     "m": 1.0
    },
    {
     "p": 0.061624232679605484,
     "m": 1.0
    },
    {
     "p": 0.05252792313694954,
     "m": 1.0
    },
    {
     "p": 0.04704691097140312,
     "m": 1.0
    },
    {
     "p": 0.05847729742527008,
     "m": 1.0
    },
    {
     "p": 0.03522473946213722,
     "m": 1.0
    },
    {
     "p": 0.053045377135276794,
     "m": 1.0
    },
    {
     "p": 0.026245640590786934,
     "m": 1.0
    },
    {
     "p": 0.053237054497003555,
     "m": 1.0
    },
    {
     "p": 0.06595445424318314,
     "m": 1.0
    },
    {
     "p": 0.0912628322839737,
     "m": 1.0
    },
    {
     "p": 0.08639589697122574,
     "m": 1.0
    },
    {
     "p": 0.12342914193868637,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.55777508020401,
   "val_loss": 0.832685649394989,
   "acc": 70.49,
   "time": 75.96447075693868,
   "param": [
    {
     "p": 0.1692872941493988,
     "m": 1.0
    },
    {
     "p": 0.042374804615974426,
     "m": 1.0
    },
    {
     "p": 0.04143909737467766,
     "m": 1.0
    },
    {
     "p": 0.06748045235872269,
     "m": 1.0
    },
    {
     "p": 0.05811082199215889,
     "m": 1.0
    },
    {
     "p": 0.06267410516738892,
     "m": 1.0
    },
    {
     "p": 0.05099551007151604,
     "m": 1.0
    },
    {
     "p": 0.0752871111035347,
     "m": 1.0
    },
    {
     "p": 0.013657276518642902,
     "m": 1.0
    },
    {
     "p": 0.07198618352413177,
     "m": 1.0
    },
    {
     "p": 0.06965077668428421,
     "m": 1.0
    },
    {
     "p": 0.09277068823575974,
     "m": 1.0
    },
    {
     "p": 0.08597812056541443,
     "m": 1.0
    },
    {
     "p": 0.09830770641565323,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.5317206382751465,
   "val_loss": 0.9091540575027466,
   "acc": 70.22,
   "time": 77.05846023117192,
   "param": [
    {
     "p": 0.16997689008712769,
     "m": 1.0
    },
    {
     "p": 0.042248256504535675,
     "m": 1.0
    },
    {
     "p": 0.053412195295095444,
     "m": 1.0
    },
    {
     "p": 0.06840597093105316,
     "m": 1.0
    },
    {
     "p": 0.056030407547950745,
     "m": 1.0
    },
    {
     "p": 0.0716475173830986,
     "m": 1.0
    },
    {
     "p": 0.056626953184604645,
     "m": 1.0
    },
    {
     "p": 0.08014829456806183,
     "m": 1.0
    },
    {
     "p": 0.005915042944252491,
     "m": 1.0
    },
    {
     "p": 0.07135042548179626,
     "m": 1.0
    },
    {
     "p": 0.07619361579418182,
     "m": 1.0
    },
    {
     "p": 0.08147462457418442,
     "m": 1.0
    },
    {
     "p": 0.0811656266450882,
     "m": 1.0
    },
    {
     "p": 0.08540419489145279,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.47429659962654114,
   "val_loss": 0.7479991912841797,
   "acc": 70.14,
   "time": 76.03932996606454,
   "param": [
    {
     "p": 0.19070152938365936,
     "m": 1.0
    },
    {
     "p": 0.06053275987505913,
     "m": 1.0
    },
    {
     "p": 0.04401644691824913,
     "m": 1.0
    },
    {
     "p": 0.0613776259124279,
     "m": 1.0
    },
    {
     "p": 0.06747161597013474,
     "m": 1.0
    },
    {
     "p": 0.053194809705019,
     "m": 1.0
    },
    {
     "p": 0.04275820031762123,
     "m": 1.0
    },
    {
     "p": 0.07403634488582611,
     "m": 1.0
    },
    {
     "p": 0.0037758133839815855,
     "m": 1.0
    },
    {
     "p": 0.07252844423055649,
     "m": 1.0
    },
    {
     "p": 0.08076278865337372,
     "m": 1.0
    },
    {
     "p": 0.07869991660118103,
     "m": 1.0
    },
    {
     "p": 0.08281030505895615,
     "m": 1.0
    },
    {
     "p": 0.08733339607715607,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.45990005135536194,
   "val_loss": 1.1342166662216187,
   "acc": 70.39,
   "time": 77.97028820193373,
   "param": [
    {
     "p": 0.22955527901649475,
     "m": 1.0
    },
    {
     "p": 0.06081424281001091,
     "m": 1.0
    },
    {
     "p": 0.015253381803631783,
     "m": 1.0
    },
    {
     "p": 0.05972428247332573,
     "m": 1.0
    },
    {
     "p": 0.051706355065107346,
     "m": 1.0
    },
    {
     "p": 0.05879700928926468,
     "m": 1.0
    },
    {
     "p": 0.04254390671849251,
     "m": 1.0
    },
    {
     "p": 0.047392576932907104,
     "m": 1.0
    },
    {
     "p": 0.0010338806314393878,
     "m": 1.0
    },
    {
     "p": 0.06847257912158966,
     "m": 1.0
    },
    {
     "p": 0.09650546312332153,
     "m": 1.0
    },
    {
     "p": 0.08058302104473114,
     "m": 1.0
    },
    {
     "p": 0.08177130669355392,
     "m": 1.0
    },
    {
     "p": 0.10584672540426254,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.43992477655410767,
   "val_loss": 1.0054419040679932,
   "acc": 70.2,
   "time": 78.03137394203804,
   "param": [
    {
     "p": 0.2489246279001236,
     "m": 1.0
    },
    {
     "p": 0.05339794233441353,
     "m": 1.0
    },
    {
     "p": 0.01897549442946911,
     "m": 1.0
    },
    {
     "p": 0.06553971767425537,
     "m": 1.0
    },
    {
     "p": 0.023526400327682495,
     "m": 1.0
    },
    {
     "p": 0.07125244289636612,
     "m": 1.0
    },
    {
     "p": 0.0483369305729866,
     "m": 1.0
    },
    {
     "p": 0.03383587300777435,
     "m": 1.0
    },
    {
     "p": 0.02422490529716015,
     "m": 1.0
    },
    {
     "p": 0.06079317629337311,
     "m": 1.0
    },
    {
     "p": 0.09307815134525299,
     "m": 1.0
    },
    {
     "p": 0.08389702439308167,
     "m": 1.0
    },
    {
     "p": 0.07282211631536484,
     "m": 1.0
    },
    {
     "p": 0.10139524936676025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.43059369921684265,
   "val_loss": 1.0761724710464478,
   "acc": 70.6,
   "time": 75.36328951688483,
   "param": [
    {
     "p": 0.23726296424865723,
     "m": 1.0
    },
    {
     "p": 0.02483474835753441,
     "m": 1.0
    },
    {
     "p": 0.04859216883778572,
     "m": 1.0
    },
    {
     "p": 0.08011732995510101,
     "m": 1.0
    },
    {
     "p": 0.05097127705812454,
     "m": 1.0
    },
    {
     "p": 0.08575884997844696,
     "m": 1.0
    },
    {
     "p": 0.04145380109548569,
     "m": 1.0
    },
    {
     "p": 0.03582379221916199,
     "m": 1.0
    },
    {
     "p": 0.030586611479520798,
     "m": 1.0
    },
    {
     "p": 0.054324906319379807,
     "m": 1.0
    },
    {
     "p": 0.07910102605819702,
     "m": 1.0
    },
    {
     "p": 0.08006571233272552,
     "m": 1.0
    },
    {
     "p": 0.06015940383076668,
     "m": 1.0
    },
    {
     "p": 0.09094733744859695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.675488293170929,
   "val_loss": 0.9856420159339905,
   "acc": 71.0,
   "time": 64.79969856212847,
   "param": [
    {
     "p": 0.2195674031972885,
     "m": 1.0
    },
    {
     "p": 0.022021712735295296,
     "m": 1.0
    },
    {
     "p": 0.07356151193380356,
     "m": 1.0
    },
    {
     "p": 0.08516444265842438,
     "m": 1.0
    },
    {
     "p": 0.08916039019823074,
     "m": 1.0
    },
    {
     "p": 0.0954413041472435,
     "m": 1.0
    },
    {
     "p": 0.029986491426825523,
     "m": 1.0
    },
    {
     "p": 0.038595881313085556,
     "m": 1.0
    },
    {
     "p": 0.028542840853333473,
     "m": 1.0
    },
    {
     "p": 0.05283809453248978,
     "m": 1.0
    },
    {
     "p": 0.05768410488963127,
     "m": 1.0
    },
    {
     "p": 0.06889471411705017,
     "m": 1.0
    },
    {
     "p": 0.05675103887915611,
     "m": 1.0
    },
    {
     "p": 0.08179005235433578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.5825429558753967,
   "val_loss": 0.9150941967964172,
   "acc": 70.18,
   "time": 67.30562819214538,
   "param": [
    {
     "p": 0.22739064693450928,
     "m": 1.0
    },
    {
     "p": 0.05287652462720871,
     "m": 1.0
    },
    {
     "p": 0.09435129910707474,
     "m": 1.0
    },
    {
     "p": 0.045950133353471756,
     "m": 1.0
    },
    {
     "p": 0.08575557917356491,
     "m": 1.0
    },
    {
     "p": 0.09839162975549698,
     "m": 1.0
    },
    {
     "p": 0.01287178322672844,
     "m": 1.0
    },
    {
     "p": 0.04005848988890648,
     "m": 1.0
    },
    {
     "p": 0.024276865646243095,
     "m": 1.0
    },
    {
     "p": 0.07143786549568176,
     "m": 1.0
    },
    {
     "p": 0.053540509194135666,
     "m": 1.0
    },
    {
     "p": 0.07620493322610855,
     "m": 1.0
    },
    {
     "p": 0.04300849884748459,
     "m": 1.0
    },
    {
     "p": 0.07388525456190109,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.5698177218437195,
   "val_loss": 0.997464120388031,
   "acc": 70.38,
   "time": 72.5265450461302,
   "param": [
    {
     "p": 0.22513209283351898,
     "m": 1.0
    },
    {
     "p": 0.08157479017972946,
     "m": 1.0
    },
    {
     "p": 0.07481201738119125,
     "m": 1.0
    },
    {
     "p": 0.03231091797351837,
     "m": 1.0
    },
    {
     "p": 0.0817786380648613,
     "m": 1.0
    },
    {
     "p": 0.08834925293922424,
     "m": 1.0
    },
    {
     "p": 0.007485984358936548,
     "m": 1.0
    },
    {
     "p": 0.041178446263074875,
     "m": 1.0
    },
    {
     "p": 0.020442748442292213,
     "m": 1.0
    },
    {
     "p": 0.10414496809244156,
     "m": 1.0
    },
    {
     "p": 0.04838735610246658,
     "m": 1.0
    },
    {
     "p": 0.08024265617132187,
     "m": 1.0
    },
    {
     "p": 0.037430111318826675,
     "m": 1.0
    },
    {
     "p": 0.07672993838787079,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.5501246452331543,
   "val_loss": 1.01981520652771,
   "acc": 70.24,
   "time": 76.03908965596929,
   "param": [
    {
     "p": 0.18573740124702454,
     "m": 1.0
    },
    {
     "p": 0.07643695920705795,
     "m": 1.0
    },
    {
     "p": 0.07485448569059372,
     "m": 1.0
    },
    {
     "p": 0.06230327859520912,
     "m": 1.0
    },
    {
     "p": 0.08077510446310043,
     "m": 1.0
    },
    {
     "p": 0.09187614917755127,
     "m": 1.0
    },
    {
     "p": 0.019154367968440056,
     "m": 1.0
    },
    {
     "p": 0.05686403438448906,
     "m": 1.0
    },
    {
     "p": 0.02504568360745907,
     "m": 1.0
    },
    {
     "p": 0.09858723729848862,
     "m": 1.0
    },
    {
     "p": 0.03638893738389015,
     "m": 1.0
    },
    {
     "p": 0.07564771175384521,
     "m": 1.0
    },
    {
     "p": 0.049803875386714935,
     "m": 1.0
    },
    {
     "p": 0.06652483344078064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.5682054162025452,
   "val_loss": 1.0424935817718506,
   "acc": 71.02,
   "time": 76.16971372091211,
   "param": [
    {
     "p": 0.15551523864269257,
     "m": 1.0
    },
    {
     "p": 0.07050873339176178,
     "m": 1.0
    },
    {
     "p": 0.07646168768405914,
     "m": 1.0
    },
    {
     "p": 0.08190469443798065,
     "m": 1.0
    },
    {
     "p": 0.09745016694068909,
     "m": 1.0
    },
    {
     "p": 0.09364207088947296,
     "m": 1.0
    },
    {
     "p": 0.02215367928147316,
     "m": 1.0
    },
    {
     "p": 0.0706135556101799,
     "m": 1.0
    },
    {
     "p": 0.03090176172554493,
     "m": 1.0
    },
    {
     "p": 0.09389708191156387,
     "m": 1.0
    },
    {
     "p": 0.022631211206316948,
     "m": 1.0
    },
    {
     "p": 0.06593558192253113,
     "m": 1.0
    },
    {
     "p": 0.05100215598940849,
     "m": 1.0
    },
    {
     "p": 0.06738230586051941,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.5426950454711914,
   "val_loss": 0.9644702076911926,
   "acc": 70.14,
   "time": 68.08359036315233,
   "param": [
    {
     "p": 0.1412026286125183,
     "m": 1.0
    },
    {
     "p": 0.06832261383533478,
     "m": 1.0
    },
    {
     "p": 0.07598864287137985,
     "m": 1.0
    },
    {
     "p": 0.08155364543199539,
     "m": 1.0
    },
    {
     "p": 0.10081855952739716,
     "m": 1.0
    },
    {
     "p": 0.11127886176109314,
     "m": 1.0
    },
    {
     "p": 0.027079319581389427,
     "m": 1.0
    },
    {
     "p": 0.05410432070493698,
     "m": 1.0
    },
    {
     "p": 0.038528136909008026,
     "m": 1.0
    },
    {
     "p": 0.08728508651256561,
     "m": 1.0
    },
    {
     "p": 0.014078284613788128,
     "m": 1.0
    },
    {
     "p": 0.06513794511556625,
     "m": 1.0
    },
    {
     "p": 0.03954176604747772,
     "m": 1.0
    },
    {
     "p": 0.09508012980222702,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.533150851726532,
   "val_loss": 0.9268244504928589,
   "acc": 69.46,
   "time": 66.42123992019333,
   "param": [
    {
     "p": 0.13634398579597473,
     "m": 1.0
    },
    {
     "p": 0.06539018452167511,
     "m": 1.0
    },
    {
     "p": 0.07107532024383545,
     "m": 1.0
    },
    {
     "p": 0.06650912016630173,
     "m": 1.0
    },
    {
     "p": 0.1088777706027031,
     "m": 1.0
    },
    {
     "p": 0.12325214594602585,
     "m": 1.0
    },
    {
     "p": 0.03476957231760025,
     "m": 1.0
    },
    {
     "p": 0.046579327434301376,
     "m": 1.0
    },
    {
     "p": 0.04687127843499184,
     "m": 1.0
    },
    {
     "p": 0.08436404913663864,
     "m": 1.0
    },
    {
     "p": 0.016780057922005653,
     "m": 1.0
    },
    {
     "p": 0.05864739790558815,
     "m": 1.0
    },
    {
     "p": 0.02641030214726925,
     "m": 1.0
    },
    {
     "p": 0.11412952095270157,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.5283347368240356,
   "val_loss": 0.9252499341964722,
   "acc": 70.44,
   "time": 66.32420695503242,
   "param": [
    {
     "p": 0.1296507716178894,
     "m": 1.0
    },
    {
     "p": 0.07957524806261063,
     "m": 1.0
    },
    {
     "p": 0.0731060802936554,
     "m": 1.0
    },
    {
     "p": 0.05208810418844223,
     "m": 1.0
    },
    {
     "p": 0.09141805768013,
     "m": 1.0
    },
    {
     "p": 0.11960963904857635,
     "m": 1.0
    },
    {
     "p": 0.053280942142009735,
     "m": 1.0
    },
    {
     "p": 0.04030325636267662,
     "m": 1.0
    },
    {
     "p": 0.07548747211694717,
     "m": 1.0
    },
    {
     "p": 0.08002326637506485,
     "m": 1.0
    },
    {
     "p": 0.02335229516029358,
     "m": 1.0
    },
    {
     "p": 0.054078634828329086,
     "m": 1.0
    },
    {
     "p": 0.020179763436317444,
     "m": 1.0
    },
    {
     "p": 0.10784649848937988,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.5665730237960815,
   "val_loss": 0.8969758152961731,
   "acc": 70.09,
   "time": 75.38983134110458,
   "param": [
    {
     "p": 0.12680619955062866,
     "m": 1.0
    },
    {
     "p": 0.08686383068561554,
     "m": 1.0
    },
    {
     "p": 0.08906625956296921,
     "m": 1.0
    },
    {
     "p": 0.057757314294576645,
     "m": 1.0
    },
    {
     "p": 0.053385213017463684,
     "m": 1.0
    },
    {
     "p": 0.10891671478748322,
     "m": 1.0
    },
    {
     "p": 0.06634150445461273,
     "m": 1.0
    },
    {
     "p": 0.042212989181280136,
     "m": 1.0
    },
    {
     "p": 0.08338885754346848,
     "m": 1.0
    },
    {
     "p": 0.08044450730085373,
     "m": 1.0
    },
    {
     "p": 0.0437273345887661,
     "m": 1.0
    },
    {
     "p": 0.06802570074796677,
     "m": 1.0
    },
    {
     "p": 0.008591609075665474,
     "m": 1.0
    },
    {
     "p": 0.0844719409942627,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.5395708680152893,
   "val_loss": 0.9356100559234619,
   "acc": 70.44,
   "time": 75.4827804309316,
   "param": [
    {
     "p": 0.13423174619674683,
     "m": 1.0
    },
    {
     "p": 0.0736340582370758,
     "m": 1.0
    },
    {
     "p": 0.11744803190231323,
     "m": 1.0
    },
    {
     "p": 0.05474833399057388,
     "m": 1.0
    },
    {
     "p": 0.04071280360221863,
     "m": 1.0
    },
    {
     "p": 0.10033579170703888,
     "m": 1.0
    },
    {
     "p": 0.049869585782289505,
     "m": 1.0
    },
    {
     "p": 0.0521928109228611,
     "m": 1.0
    },
    {
     "p": 0.09265121072530746,
     "m": 1.0
    },
    {
     "p": 0.09559975564479828,
     "m": 1.0
    },
    {
     "p": 0.047587718814611435,
     "m": 1.0
    },
    {
     "p": 0.07688136398792267,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06410673260688782,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.375760018825531,
   "val_loss": 0.9728074073791504,
   "acc": 71.22,
   "time": 66.36174288997427,
   "param": [
    {
     "p": 0.12958385050296783,
     "m": 1.0
    },
    {
     "p": 0.04345615580677986,
     "m": 1.0
    },
    {
     "p": 0.15296074748039246,
     "m": 1.0
    },
    {
     "p": 0.057273443788290024,
     "m": 1.0
    },
    {
     "p": 0.04886306822299957,
     "m": 1.0
    },
    {
     "p": 0.10046716034412384,
     "m": 1.0
    },
    {
     "p": 0.03145390748977661,
     "m": 1.0
    },
    {
     "p": 0.05903613567352295,
     "m": 1.0
    },
    {
     "p": 0.1010068729519844,
     "m": 1.0
    },
    {
     "p": 0.10351478308439255,
     "m": 1.0
    },
    {
     "p": 0.04777120426297188,
     "m": 1.0
    },
    {
     "p": 0.0915193110704422,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03309342637658119,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.4759402275085449,
   "val_loss": 0.9512295722961426,
   "acc": 71.07,
   "time": 66.07526854705065,
   "param": [
    {
     "p": 0.11694912612438202,
     "m": 1.0
    },
    {
     "p": 0.029789814725518227,
     "m": 1.0
    },
    {
     "p": 0.1602451503276825,
     "m": 1.0
    },
    {
     "p": 0.0814020186662674,
     "m": 1.0
    },
    {
     "p": 0.05920020490884781,
     "m": 1.0
    },
    {
     "p": 0.0872637927532196,
     "m": 1.0
    },
    {
     "p": 0.031798649579286575,
     "m": 1.0
    },
    {
     "p": 0.04120470955967903,
     "m": 1.0
    },
    {
     "p": 0.10771120339632034,
     "m": 1.0
    },
    {
     "p": 0.099624864757061,
     "m": 1.0
    },
    {
     "p": 0.05528346449136734,
     "m": 1.0
    },
    {
     "p": 0.08853597939014435,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04099101573228836,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.5538230538368225,
   "val_loss": 0.9709986448287964,
   "acc": 71.07,
   "time": 67.16068094293587,
   "param": [
    {
     "p": 0.09553472697734833,
     "m": 1.0
    },
    {
     "p": 0.03995271027088165,
     "m": 1.0
    },
    {
     "p": 0.11517680436372757,
     "m": 1.0
    },
    {
     "p": 0.07855599373579025,
     "m": 1.0
    },
    {
     "p": 0.06835140287876129,
     "m": 1.0
    },
    {
     "p": 0.07385905086994171,
     "m": 1.0
    },
    {
     "p": 0.05416163429617882,
     "m": 1.0
    },
    {
     "p": 0.033256158232688904,
     "m": 1.0
    },
    {
     "p": 0.11126016080379486,
     "m": 1.0
    },
    {
     "p": 0.08531780540943146,
     "m": 1.0
    },
    {
     "p": 0.06136145815253258,
     "m": 1.0
    },
    {
     "p": 0.08669649809598923,
     "m": 1.0
    },
    {
     "p": 0.006983598228543997,
     "m": 1.0
    },
    {
     "p": 0.08953206986188889,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.649440586566925,
   "val_loss": 0.866641640663147,
   "acc": 70.93,
   "time": 67.29816611902788,
   "param": [
    {
     "p": 0.09164218604564667,
     "m": 1.0
    },
    {
     "p": 0.07622653990983963,
     "m": 1.0
    },
    {
     "p": 0.06835021823644638,
     "m": 1.0
    },
    {
     "p": 0.06415892392396927,
     "m": 1.0
    },
    {
     "p": 0.0725540742278099,
     "m": 1.0
    },
    {
     "p": 0.08305491507053375,
     "m": 1.0
    },
    {
     "p": 0.059894584119319916,
     "m": 1.0
    },
    {
     "p": 0.04362577944993973,
     "m": 1.0
    },
    {
     "p": 0.10528331995010376,
     "m": 1.0
    },
    {
     "p": 0.07066767662763596,
     "m": 1.0
    },
    {
     "p": 0.05480855330824852,
     "m": 1.0
    },
    {
     "p": 0.07814985513687134,
     "m": 1.0
    },
    {
     "p": 0.021513918414711952,
     "m": 1.0
    },
    {
     "p": 0.11006944626569748,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.5314436554908752,
   "val_loss": 0.9712409377098083,
   "acc": 69.45,
   "time": 72.54675291688181,
   "param": [
    {
     "p": 0.09071613103151321,
     "m": 1.0
    },
    {
     "p": 0.101569764316082,
     "m": 1.0
    },
    {
     "p": 0.08125201612710953,
     "m": 1.0
    },
    {
     "p": 0.045236535370349884,
     "m": 1.0
    },
    {
     "p": 0.07375150173902512,
     "m": 1.0
    },
    {
     "p": 0.09555772691965103,
     "m": 1.0
    },
    {
     "p": 0.048665475100278854,
     "m": 1.0
    },
    {
     "p": 0.04293404892086983,
     "m": 1.0
    },
    {
     "p": 0.09841328859329224,
     "m": 1.0
    },
    {
     "p": 0.061543844640254974,
     "m": 1.0
    },
    {
     "p": 0.052023425698280334,
     "m": 1.0
    },
    {
     "p": 0.07403029501438141,
     "m": 1.0
    },
    {
     "p": 0.02349105477333069,
     "m": 1.0
    },
    {
     "p": 0.1108148917555809,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.46645984053611755,
   "val_loss": 0.9659773707389832,
   "acc": 70.87,
   "time": 70.85681948903948,
   "param": [
    {
     "p": 0.08802210539579391,
     "m": 1.0
    },
    {
     "p": 0.09558704495429993,
     "m": 1.0
    },
    {
     "p": 0.09133626520633698,
     "m": 1.0
    },
    {
     "p": 0.030627427622675896,
     "m": 1.0
    },
    {
     "p": 0.08219857513904572,
     "m": 1.0
    },
    {
     "p": 0.10455899685621262,
     "m": 1.0
    },
    {
     "p": 0.055798087269067764,
     "m": 1.0
    },
    {
     "p": 0.03379259258508682,
     "m": 1.0
    },
    {
     "p": 0.08555322140455246,
     "m": 1.0
    },
    {
     "p": 0.07941486686468124,
     "m": 1.0
    },
    {
     "p": 0.0519133023917675,
     "m": 1.0
    },
    {
     "p": 0.07951169461011887,
     "m": 1.0
    },
    {
     "p": 0.02038641832768917,
     "m": 1.0
    },
    {
     "p": 0.10129944235086441,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.5760464072227478,
   "val_loss": 0.9616521000862122,
   "acc": 70.7,
   "time": 73.6034881498199,
   "param": [
    {
     "p": 0.09164146333932877,
     "m": 1.0
    },
    {
     "p": 0.10099604725837708,
     "m": 1.0
    },
    {
     "p": 0.10085268318653107,
     "m": 1.0
    },
    {
     "p": 0.025462854653596878,
     "m": 1.0
    },
    {
     "p": 0.06944283843040466,
     "m": 1.0
    },
    {
     "p": 0.09225206822156906,
     "m": 1.0
    },
    {
     "p": 0.05807693675160408,
     "m": 1.0
    },
    {
     "p": 0.03845250979065895,
     "m": 1.0
    },
    {
     "p": 0.07764655351638794,
     "m": 1.0
    },
    {
     "p": 0.09892111271619797,
     "m": 1.0
    },
    {
     "p": 0.062009867280721664,
     "m": 1.0
    },
    {
     "p": 0.08400171995162964,
     "m": 1.0
    },
    {
     "p": 0.021035805344581604,
     "m": 1.0
    },
    {
     "p": 0.07920748740434647,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.6529769897460938,
   "val_loss": 0.9615703225135803,
   "acc": 70.39,
   "time": 66.55845144507475,
   "param": [
    {
     "p": 0.09171276539564133,
     "m": 1.0
    },
    {
     "p": 0.10328453779220581,
     "m": 1.0
    },
    {
     "p": 0.10365531593561172,
     "m": 1.0
    },
    {
     "p": 0.0296159815043211,
     "m": 1.0
    },
    {
     "p": 0.05936569347977638,
     "m": 1.0
    },
    {
     "p": 0.08087602257728577,
     "m": 1.0
    },
    {
     "p": 0.03518496826291084,
     "m": 1.0
    },
    {
     "p": 0.06601660698652267,
     "m": 1.0
    },
    {
     "p": 0.08474063873291016,
     "m": 1.0
    },
    {
     "p": 0.10087523609399796,
     "m": 1.0
    },
    {
     "p": 0.06275593489408493,
     "m": 1.0
    },
    {
     "p": 0.08572456985712051,
     "m": 1.0
    },
    {
     "p": 0.0222454983741045,
     "m": 1.0
    },
    {
     "p": 0.0739462822675705,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.5013246536254883,
   "val_loss": 0.9252403974533081,
   "acc": 70.3,
   "time": 76.48977648094296,
   "param": [
    {
     "p": 0.09745409339666367,
     "m": 1.0
    },
    {
     "p": 0.08416500687599182,
     "m": 1.0
    },
    {
     "p": 0.08138465136289597,
     "m": 1.0
    },
    {
     "p": 0.023451784625649452,
     "m": 1.0
    },
    {
     "p": 0.0912897065281868,
     "m": 1.0
    },
    {
     "p": 0.07554424554109573,
     "m": 1.0
    },
    {
     "p": 0.027603574097156525,
     "m": 1.0
    },
    {
     "p": 0.0781354010105133,
     "m": 1.0
    },
    {
     "p": 0.09421186149120331,
     "m": 1.0
    },
    {
     "p": 0.08014476299285889,
     "m": 1.0
    },
    {
     "p": 0.05448799207806587,
     "m": 1.0
    },
    {
     "p": 0.0902775451540947,
     "m": 1.0
    },
    {
     "p": 0.02752162143588066,
     "m": 1.0
    },
    {
     "p": 0.09432768076658249,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.49942997097969055,
   "val_loss": 0.9796065092086792,
   "acc": 71.1,
   "time": 69.64625169010833,
   "param": [
    {
     "p": 0.10604095458984375,
     "m": 1.0
    },
    {
     "p": 0.09358594566583633,
     "m": 1.0
    },
    {
     "p": 0.063438281416893,
     "m": 1.0
    },
    {
     "p": 0.020512709394097328,
     "m": 1.0
    },
    {
     "p": 0.10138572007417679,
     "m": 1.0
    },
    {
     "p": 0.07293172180652618,
     "m": 1.0
    },
    {
     "p": 0.027783745899796486,
     "m": 1.0
    },
    {
     "p": 0.0804571807384491,
     "m": 1.0
    },
    {
     "p": 0.09311606734991074,
     "m": 1.0
    },
    {
     "p": 0.0628105029463768,
     "m": 1.0
    },
    {
     "p": 0.04706835001707077,
     "m": 1.0
    },
    {
     "p": 0.09641353785991669,
     "m": 1.0
    },
    {
     "p": 0.0423816554248333,
     "m": 1.0
    },
    {
     "p": 0.09207364171743393,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.7137346267700195,
   "val_loss": 1.065824031829834,
   "acc": 71.21,
   "time": 64.7599089529831,
   "param": [
    {
     "p": 0.10995540022850037,
     "m": 1.0
    },
    {
     "p": 0.10952301323413849,
     "m": 1.0
    },
    {
     "p": 0.05552341416478157,
     "m": 1.0
    },
    {
     "p": 0.015555230900645256,
     "m": 1.0
    },
    {
     "p": 0.09269480407238007,
     "m": 1.0
    },
    {
     "p": 0.09322646260261536,
     "m": 1.0
    },
    {
     "p": 0.02270836941897869,
     "m": 1.0
    },
    {
     "p": 0.07228496670722961,
     "m": 1.0
    },
    {
     "p": 0.10550884902477264,
     "m": 1.0
    },
    {
     "p": 0.046050433069467545,
     "m": 1.0
    },
    {
     "p": 0.04170345887541771,
     "m": 1.0
    },
    {
     "p": 0.10618790239095688,
     "m": 1.0
    },
    {
     "p": 0.05353325232863426,
     "m": 1.0
    },
    {
     "p": 0.07554445415735245,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.7200711369514465,
   "val_loss": 0.9642189741134644,
   "acc": 70.37,
   "time": 70.34743222990073,
   "param": [
    {
     "p": 0.10840252786874771,
     "m": 1.0
    },
    {
     "p": 0.10692884027957916,
     "m": 1.0
    },
    {
     "p": 0.04784576967358589,
     "m": 1.0
    },
    {
     "p": 0.016744758933782578,
     "m": 1.0
    },
    {
     "p": 0.09652375429868698,
     "m": 1.0
    },
    {
     "p": 0.10811653733253479,
     "m": 1.0
    },
    {
     "p": 0.030851369723677635,
     "m": 1.0
    },
    {
     "p": 0.05338515341281891,
     "m": 1.0
    },
    {
     "p": 0.12028530985116959,
     "m": 1.0
    },
    {
     "p": 0.031177427619695663,
     "m": 1.0
    },
    {
     "p": 0.03932897374033928,
     "m": 1.0
    },
    {
     "p": 0.11098261922597885,
     "m": 1.0
    },
    {
     "p": 0.05618109181523323,
     "m": 1.0
    },
    {
     "p": 0.07324583828449249,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.5681689381599426,
   "val_loss": 0.965161919593811,
   "acc": 69.58,
   "time": 70.9630341399461,
   "param": [
    {
     "p": 0.10033655911684036,
     "m": 1.0
    },
    {
     "p": 0.09108603000640869,
     "m": 1.0
    },
    {
     "p": 0.0541088841855526,
     "m": 1.0
    },
    {
     "p": 0.03456912189722061,
     "m": 1.0
    },
    {
     "p": 0.07360928505659103,
     "m": 1.0
    },
    {
     "p": 0.09937678277492523,
     "m": 1.0
    },
    {
     "p": 0.06894184648990631,
     "m": 1.0
    },
    {
     "p": 0.035617902874946594,
     "m": 1.0
    },
    {
     "p": 0.11320282518863678,
     "m": 1.0
    },
    {
     "p": 0.0423385426402092,
     "m": 1.0
    },
    {
     "p": 0.04013443365693092,
     "m": 1.0
    },
    {
     "p": 0.10691875964403152,
     "m": 1.0
    },
    {
     "p": 0.06065543740987778,
     "m": 1.0
    },
    {
     "p": 0.07910367101430893,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.4850256145000458,
   "val_loss": 0.9870002269744873,
   "acc": 71.13,
   "time": 64.46136847697198,
   "param": [
    {
     "p": 0.10136602818965912,
     "m": 1.0
    },
    {
     "p": 0.09027077257633209,
     "m": 1.0
    },
    {
     "p": 0.06039709597826004,
     "m": 1.0
    },
    {
     "p": 0.056569356471300125,
     "m": 1.0
    },
    {
     "p": 0.06862491369247437,
     "m": 1.0
    },
    {
     "p": 0.09807679802179337,
     "m": 1.0
    },
    {
     "p": 0.07291974872350693,
     "m": 1.0
    },
    {
     "p": 0.028609879314899445,
     "m": 1.0
    },
    {
     "p": 0.10059620440006256,
     "m": 1.0
    },
    {
     "p": 0.033392202109098434,
     "m": 1.0
    },
    {
     "p": 0.05027409642934799,
     "m": 1.0
    },
    {
     "p": 0.10132356733083725,
     "m": 1.0
    },
    {
     "p": 0.06353867053985596,
     "m": 1.0
    },
    {
     "p": 0.07404075562953949,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 0.8121854066848755,
   "val_loss": 0.8687816262245178,
   "acc": 70.49,
   "time": 64.45612698490731,
   "param": [
    {
     "p": 0.11232805252075195,
     "m": 1.0
    },
    {
     "p": 0.07706017047166824,
     "m": 1.0
    },
    {
     "p": 0.061182063072919846,
     "m": 1.0
    },
    {
     "p": 0.06513702124357224,
     "m": 1.0
    },
    {
     "p": 0.061462633311748505,
     "m": 1.0
    },
    {
     "p": 0.11480402201414108,
     "m": 1.0
    },
    {
     "p": 0.053423311561346054,
     "m": 1.0
    },
    {
     "p": 0.028907861560583115,
     "m": 1.0
    },
    {
     "p": 0.09635677188634872,
     "m": 1.0
    },
    {
     "p": 0.026831531897187233,
     "m": 1.0
    },
    {
     "p": 0.05687077343463898,
     "m": 1.0
    },
    {
     "p": 0.10516318678855896,
     "m": 1.0
    },
    {
     "p": 0.06883042305707932,
     "m": 1.0
    },
    {
     "p": 0.07164214551448822,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.34049052000045776,
   "val_loss": 0.8209143877029419,
   "acc": 70.84,
   "time": 67.07307924516499,
   "param": [
    {
     "p": 0.13749033212661743,
     "m": 1.0
    },
    {
     "p": 0.0758235976099968,
     "m": 1.0
    },
    {
     "p": 0.08769417554140091,
     "m": 1.0
    },
    {
     "p": 0.04678459092974663,
     "m": 1.0
    },
    {
     "p": 0.0611976683139801,
     "m": 1.0
    },
    {
     "p": 0.09432528167963028,
     "m": 1.0
    },
    {
     "p": 0.03151858597993851,
     "m": 1.0
    },
    {
     "p": 0.026602912694215775,
     "m": 1.0
    },
    {
     "p": 0.0797952190041542,
     "m": 1.0
    },
    {
     "p": 0.023719867691397667,
     "m": 1.0
    },
    {
     "p": 0.04711981862783432,
     "m": 1.0
    },
    {
     "p": 0.11731400340795517,
     "m": 1.0
    },
    {
     "p": 0.07924464344978333,
     "m": 1.0
    },
    {
     "p": 0.09136930108070374,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.844507098197937,
   "val_loss": 1.0431091785430908,
   "acc": 70.94,
   "time": 65.28272559004836,
   "param": [
    {
     "p": 0.14575383067131042,
     "m": 1.0
    },
    {
     "p": 0.08584262430667877,
     "m": 1.0
    },
    {
     "p": 0.08213531970977783,
     "m": 1.0
    },
    {
     "p": 0.04362916201353073,
     "m": 1.0
    },
    {
     "p": 0.075250543653965,
     "m": 1.0
    },
    {
     "p": 0.06879603862762451,
     "m": 1.0
    },
    {
     "p": 0.017873508855700493,
     "m": 1.0
    },
    {
     "p": 0.023730527609586716,
     "m": 1.0
    },
    {
     "p": 0.07078825682401657,
     "m": 1.0
    },
    {
     "p": 0.013889754191040993,
     "m": 1.0
    },
    {
     "p": 0.04518060013651848,
     "m": 1.0
    },
    {
     "p": 0.11541960388422012,
     "m": 1.0
    },
    {
     "p": 0.07851891964673996,
     "m": 1.0
    },
    {
     "p": 0.13319125771522522,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.7567937970161438,
   "val_loss": 0.941510796546936,
   "acc": 70.5,
   "time": 69.72965510096401,
   "param": [
    {
     "p": 0.1750486046075821,
     "m": 1.0
    },
    {
     "p": 0.06945384293794632,
     "m": 1.0
    },
    {
     "p": 0.07625579833984375,
     "m": 1.0
    },
    {
     "p": 0.0309941153973341,
     "m": 1.0
    },
    {
     "p": 0.09715380519628525,
     "m": 1.0
    },
    {
     "p": 0.0605136975646019,
     "m": 1.0
    },
    {
     "p": 0.04368280991911888,
     "m": 1.0
    },
    {
     "p": 0.022082699462771416,
     "m": 1.0
    },
    {
     "p": 0.042089421302080154,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04569348320364952,
     "m": 1.0
    },
    {
     "p": 0.12085233628749847,
     "m": 1.0
    },
    {
     "p": 0.07889296114444733,
     "m": 1.0
    },
    {
     "p": 0.13728640973567963,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.4480438828468323,
   "val_loss": 0.8123095035552979,
   "acc": 70.9,
   "time": 75.82529214094393,
   "param": [
    {
     "p": 0.18766982853412628,
     "m": 1.0
    },
    {
     "p": 0.06096357852220535,
     "m": 1.0
    },
    {
     "p": 0.09360231459140778,
     "m": 1.0
    },
    {
     "p": 0.04622794687747955,
     "m": 1.0
    },
    {
     "p": 0.09670329838991165,
     "m": 1.0
    },
    {
     "p": 0.07919231057167053,
     "m": 1.0
    },
    {
     "p": 0.04256526753306389,
     "m": 1.0
    },
    {
     "p": 0.028994828462600708,
     "m": 1.0
    },
    {
     "p": 0.008719902485609055,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03988149017095566,
     "m": 1.0
    },
    {
     "p": 0.12491468340158463,
     "m": 1.0
    },
    {
     "p": 0.08990979939699173,
     "m": 1.0
    },
    {
     "p": 0.10065469890832901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.4745895266532898,
   "val_loss": 0.9648239016532898,
   "acc": 70.81,
   "time": 71.81908644898795,
   "param": [
    {
     "p": 0.1985042542219162,
     "m": 1.0
    },
    {
     "p": 0.08113404363393784,
     "m": 1.0
    },
    {
     "p": 0.09471595287322998,
     "m": 1.0
    },
    {
     "p": 0.03889082372188568,
     "m": 1.0
    },
    {
     "p": 0.08893559873104095,
     "m": 1.0
    },
    {
     "p": 0.09530335664749146,
     "m": 1.0
    },
    {
     "p": 0.0399182103574276,
     "m": 1.0
    },
    {
     "p": 0.028590332716703415,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.017593497410416603,
     "m": 1.0
    },
    {
     "p": 0.13066691160202026,
     "m": 1.0
    },
    {
     "p": 0.11143076419830322,
     "m": 1.0
    },
    {
     "p": 0.07431625574827194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.5999588370323181,
   "val_loss": 0.9046816825866699,
   "acc": 70.88,
   "time": 66.53003269201145,
   "param": [
    {
     "p": 0.21048173308372498,
     "m": 1.0
    },
    {
     "p": 0.070449098944664,
     "m": 1.0
    },
    {
     "p": 0.07529230415821075,
     "m": 1.0
    },
    {
     "p": 0.015428846701979637,
     "m": 1.0
    },
    {
     "p": 0.10275007039308548,
     "m": 1.0
    },
    {
     "p": 0.09625402092933655,
     "m": 1.0
    },
    {
     "p": 0.039168864488601685,
     "m": 1.0
    },
    {
     "p": 0.02945806086063385,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.008553343825042248,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14419914782047272,
     "m": 1.0
    },
    {
     "p": 0.1367822289466858,
     "m": 1.0
    },
    {
     "p": 0.07118237763643265,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.44049569964408875,
   "val_loss": 0.9614424705505371,
   "acc": 71.06,
   "time": 74.64472217694856,
   "param": [
    {
     "p": 0.2253706306219101,
     "m": 1.0
    },
    {
     "p": 0.04453887790441513,
     "m": 1.0
    },
    {
     "p": 0.04640452191233635,
     "m": 1.0
    },
    {
     "p": 0.023025915026664734,
     "m": 1.0
    },
    {
     "p": 0.12272331118583679,
     "m": 1.0
    },
    {
     "p": 0.09020503610372543,
     "m": 1.0
    },
    {
     "p": 0.053456079214811325,
     "m": 1.0
    },
    {
     "p": 0.021493427455425262,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1513293832540512,
     "m": 1.0
    },
    {
     "p": 0.15476304292678833,
     "m": 1.0
    },
    {
     "p": 0.06668972969055176,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.4754762053489685,
   "val_loss": 0.9794369339942932,
   "acc": 71.21,
   "time": 74.62214715499431,
   "param": [
    {
     "p": 0.24435199797153473,
     "m": 1.0
    },
    {
     "p": 0.03211492672562599,
     "m": 1.0
    },
    {
     "p": 0.028548309579491615,
     "m": 1.0
    },
    {
     "p": 0.06079893931746483,
     "m": 1.0
    },
    {
     "p": 0.12217753380537033,
     "m": 1.0
    },
    {
     "p": 0.06139164790511131,
     "m": 1.0
    },
    {
     "p": 0.07415493577718735,
     "m": 1.0
    },
    {
     "p": 0.00437682680785656,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1507575511932373,
     "m": 1.0
    },
    {
     "p": 0.1513705998659134,
     "m": 1.0
    },
    {
     "p": 0.06995667517185211,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.2838583290576935,
   "val_loss": 1.0001599788665771,
   "acc": 69.97,
   "time": 66.81135390000418,
   "param": [
    {
     "p": 0.26076221466064453,
     "m": 1.0
    },
    {
     "p": 0.0423906072974205,
     "m": 1.0
    },
    {
     "p": 0.0370849072933197,
     "m": 1.0
    },
    {
     "p": 0.07469365000724792,
     "m": 1.0
    },
    {
     "p": 0.1299765408039093,
     "m": 1.0
    },
    {
     "p": 0.03416053205728531,
     "m": 1.0
    },
    {
     "p": 0.06851795315742493,
     "m": 1.0
    },
    {
     "p": 0.0010951822623610497,
     "m": 1.0
    },
    {
     "p": 0.002508369041606784,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1473628729581833,
     "m": 1.0
    },
    {
     "p": 0.14064088463783264,
     "m": 1.0
    },
    {
     "p": 0.060806263238191605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.36645469069480896,
   "val_loss": 0.7608730792999268,
   "acc": 71.48,
   "time": 65.99883165583014,
   "param": [
    {
     "p": 0.2836894690990448,
     "m": 1.0
    },
    {
     "p": 0.04482027888298035,
     "m": 1.0
    },
    {
     "p": 0.07812327146530151,
     "m": 1.0
    },
    {
     "p": 0.04839425906538963,
     "m": 1.0
    },
    {
     "p": 0.10150115191936493,
     "m": 1.0
    },
    {
     "p": 0.011674600653350353,
     "m": 1.0
    },
    {
     "p": 0.09065987169742584,
     "m": 1.0
    },
    {
     "p": 0.01633157953619957,
     "m": 1.0
    },
    {
     "p": 0.003026587190106511,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.004332807380706072,
     "m": 1.0
    },
    {
     "p": 0.13581760227680206,
     "m": 1.0
    },
    {
     "p": 0.1390867531299591,
     "m": 1.0
    },
    {
     "p": 0.042541731148958206,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.29535022377967834,
   "val_loss": 0.9294307231903076,
   "acc": 71.18,
   "time": 64.93707098602317,
   "param": [
    {
     "p": 0.29103371500968933,
     "m": 1.0
    },
    {
     "p": 0.047957152128219604,
     "m": 1.0
    },
    {
     "p": 0.09924177825450897,
     "m": 1.0
    },
    {
     "p": 0.03005240298807621,
     "m": 1.0
    },
    {
     "p": 0.05578973889350891,
     "m": 1.0
    },
    {
     "p": 0.02153753861784935,
     "m": 1.0
    },
    {
     "p": 0.10467163473367691,
     "m": 1.0
    },
    {
     "p": 0.0313616581261158,
     "m": 1.0
    },
    {
     "p": 0.0016280676936730742,
     "m": 1.0
    },
    {
     "p": 0.016811776906251907,
     "m": 1.0
    },
    {
     "p": 0.012070431374013424,
     "m": 1.0
    },
    {
     "p": 0.11867213994264603,
     "m": 1.0
    },
    {
     "p": 0.13670969009399414,
     "m": 1.0
    },
    {
     "p": 0.03246215358376503,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.379483163356781,
   "val_loss": 1.0066534280776978,
   "acc": 71.26,
   "time": 64.24560536094941,
   "param": [
    {
     "p": 0.27606502175331116,
     "m": 1.0
    },
    {
     "p": 0.05210571736097336,
     "m": 1.0
    },
    {
     "p": 0.10145966708660126,
     "m": 1.0
    },
    {
     "p": 0.030268076807260513,
     "m": 1.0
    },
    {
     "p": 0.012789794243872166,
     "m": 1.0
    },
    {
     "p": 0.0557890459895134,
     "m": 1.0
    },
    {
     "p": 0.08073669672012329,
     "m": 1.0
    },
    {
     "p": 0.030887393280863762,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04088911786675453,
     "m": 1.0
    },
    {
     "p": 0.01801510900259018,
     "m": 1.0
    },
    {
     "p": 0.10927657783031464,
     "m": 1.0
    },
    {
     "p": 0.12152493000030518,
     "m": 1.0
    },
    {
     "p": 0.07019279897212982,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.4542347490787506,
   "val_loss": 0.9475920796394348,
   "acc": 70.78,
   "time": 72.32653171895072,
   "param": [
    {
     "p": 0.2540733814239502,
     "m": 1.0
    },
    {
     "p": 0.06532163172960281,
     "m": 1.0
    },
    {
     "p": 0.08892006427049637,
     "m": 1.0
    },
    {
     "p": 0.019568441435694695,
     "m": 1.0
    },
    {
     "p": 0.00875804666429758,
     "m": 1.0
    },
    {
     "p": 0.07841043174266815,
     "m": 1.0
    },
    {
     "p": 0.048067666590213776,
     "m": 1.0
    },
    {
     "p": 0.029074538499116898,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03798111900687218,
     "m": 1.0
    },
    {
     "p": 0.03394312784075737,
     "m": 1.0
    },
    {
     "p": 0.09612692892551422,
     "m": 1.0
    },
    {
     "p": 0.11309418082237244,
     "m": 1.0
    },
    {
     "p": 0.12666039168834686,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.24702906608581543,
   "val_loss": 1.0374398231506348,
   "acc": 71.2,
   "time": 71.75867504207417,
   "param": [
    {
     "p": 0.22482286393642426,
     "m": 1.0
    },
    {
     "p": 0.0439579039812088,
     "m": 1.0
    },
    {
     "p": 0.0790296420454979,
     "m": 1.0
    },
    {
     "p": 0.030961263924837112,
     "m": 1.0
    },
    {
     "p": 0.03631286695599556,
     "m": 1.0
    },
    {
     "p": 0.08085881173610687,
     "m": 1.0
    },
    {
     "p": 0.04051882401108742,
     "m": 1.0
    },
    {
     "p": 0.04134400188922882,
     "m": 1.0
    },
    {
     "p": 0.00021557006402872503,
     "m": 1.0
    },
    {
     "p": 0.03474831208586693,
     "m": 1.0
    },
    {
     "p": 0.06771742552518845,
     "m": 1.0
    },
    {
     "p": 0.0824689194560051,
     "m": 1.0
    },
    {
     "p": 0.10255374014377594,
     "m": 1.0
    },
    {
     "p": 0.13448981940746307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.39929282665252686,
   "val_loss": 1.007350206375122,
   "acc": 70.99,
   "time": 65.45484088500962,
   "param": [
    {
     "p": 0.18940411508083344,
     "m": 1.0
    },
    {
     "p": 0.028903886675834656,
     "m": 1.0
    },
    {
     "p": 0.07555746287107468,
     "m": 1.0
    },
    {
     "p": 0.0594245009124279,
     "m": 1.0
    },
    {
     "p": 0.06691823899745941,
     "m": 1.0
    },
    {
     "p": 0.09826620668172836,
     "m": 1.0
    },
    {
     "p": 0.04420566186308861,
     "m": 1.0
    },
    {
     "p": 0.04931194707751274,
     "m": 1.0
    },
    {
     "p": 0.005919039715081453,
     "m": 1.0
    },
    {
     "p": 0.03888790309429169,
     "m": 1.0
    },
    {
     "p": 0.0762881189584732,
     "m": 1.0
    },
    {
     "p": 0.07309674471616745,
     "m": 1.0
    },
    {
     "p": 0.08198251575231552,
     "m": 1.0
    },
    {
     "p": 0.11183379590511322,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.523254930973053,
   "val_loss": 0.9696913361549377,
   "acc": 71.24,
   "time": 66.5781670708675,
   "param": [
    {
     "p": 0.16435706615447998,
     "m": 1.0
    },
    {
     "p": 0.047712527215480804,
     "m": 1.0
    },
    {
     "p": 0.08517519384622574,
     "m": 1.0
    },
    {
     "p": 0.06433993577957153,
     "m": 1.0
    },
    {
     "p": 0.08404963463544846,
     "m": 1.0
    },
    {
     "p": 0.12631399929523468,
     "m": 1.0
    },
    {
     "p": 0.034864287823438644,
     "m": 1.0
    },
    {
     "p": 0.06799762696027756,
     "m": 1.0
    },
    {
     "p": 0.01193166896700859,
     "m": 1.0
    },
    {
     "p": 0.034464769065380096,
     "m": 1.0
    },
    {
     "p": 0.06742943078279495,
     "m": 1.0
    },
    {
     "p": 0.05605870485305786,
     "m": 1.0
    },
    {
     "p": 0.06375067681074142,
     "m": 1.0
    },
    {
     "p": 0.09155444800853729,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.0215508937835693,
   "val_loss": 1.1298738718032837,
   "acc": 70.56,
   "time": 66.58085973211564,
   "param": [
    {
     "p": 0.1543375849723816,
     "m": 1.0
    },
    {
     "p": 0.06490790843963623,
     "m": 1.0
    },
    {
     "p": 0.09099540114402771,
     "m": 1.0
    },
    {
     "p": 0.06350675225257874,
     "m": 1.0
    },
    {
     "p": 0.10070208460092545,
     "m": 1.0
    },
    {
     "p": 0.1564716249704361,
     "m": 1.0
    },
    {
     "p": 0.03090100735425949,
     "m": 1.0
    },
    {
     "p": 0.09648794680833817,
     "m": 1.0
    },
    {
     "p": 0.0006921860622242093,
     "m": 1.0
    },
    {
     "p": 0.005155416205525398,
     "m": 1.0
    },
    {
     "p": 0.05939836800098419,
     "m": 1.0
    },
    {
     "p": 0.037655334919691086,
     "m": 1.0
    },
    {
     "p": 0.05885554477572441,
     "m": 1.0
    },
    {
     "p": 0.07993289083242416,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.5398432612419128,
   "val_loss": 0.8476123809814453,
   "acc": 70.43,
   "time": 66.53153238003142,
   "param": [
    {
     "p": 0.1377294659614563,
     "m": 1.0
    },
    {
     "p": 0.0975503996014595,
     "m": 1.0
    },
    {
     "p": 0.09510055929422379,
     "m": 1.0
    },
    {
     "p": 0.03527843579649925,
     "m": 1.0
    },
    {
     "p": 0.10233045369386673,
     "m": 1.0
    },
    {
     "p": 0.16470369696617126,
     "m": 1.0
    },
    {
     "p": 0.04720978066325188,
     "m": 1.0
    },
    {
     "p": 0.09144914895296097,
     "m": 1.0
    },
    {
     "p": 0.007415304891765118,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05474267899990082,
     "m": 1.0
    },
    {
     "p": 0.02291032113134861,
     "m": 1.0
    },
    {
     "p": 0.0630989596247673,
     "m": 1.0
    },
    {
     "p": 0.08048079907894135,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.49859127402305603,
   "val_loss": 0.8481519222259521,
   "acc": 69.89,
   "time": 65.56189828715287,
   "param": [
    {
     "p": 0.11530333012342453,
     "m": 1.0
    },
    {
     "p": 0.10197939723730087,
     "m": 1.0
    },
    {
     "p": 0.10366982966661453,
     "m": 1.0
    },
    {
     "p": 0.04649016633629799,
     "m": 1.0
    },
    {
     "p": 0.09329595416784286,
     "m": 1.0
    },
    {
     "p": 0.16459111869335175,
     "m": 1.0
    },
    {
     "p": 0.07131849974393845,
     "m": 1.0
    },
    {
     "p": 0.06628739088773727,
     "m": 1.0
    },
    {
     "p": 0.012554802000522614,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04105076938867569,
     "m": 1.0
    },
    {
     "p": 0.024005336686968803,
     "m": 1.0
    },
    {
     "p": 0.07668986171483994,
     "m": 1.0
    },
    {
     "p": 0.0827636644244194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.636515200138092,
   "val_loss": 0.8543938398361206,
   "acc": 70.95,
   "time": 64.71010081190616,
   "param": [
    {
     "p": 0.09281116724014282,
     "m": 1.0
    },
    {
     "p": 0.0829501673579216,
     "m": 1.0
    },
    {
     "p": 0.10559272021055222,
     "m": 1.0
    },
    {
     "p": 0.06278857588768005,
     "m": 1.0
    },
    {
     "p": 0.09586428850889206,
     "m": 1.0
    },
    {
     "p": 0.12408245354890823,
     "m": 1.0
    },
    {
     "p": 0.09551087766885757,
     "m": 1.0
    },
    {
     "p": 0.057144444435834885,
     "m": 1.0
    },
    {
     "p": 0.03284260258078575,
     "m": 1.0
    },
    {
     "p": 0.009421568363904953,
     "m": 1.0
    },
    {
     "p": 0.04693396016955376,
     "m": 1.0
    },
    {
     "p": 0.031173160299658775,
     "m": 1.0
    },
    {
     "p": 0.0817594975233078,
     "m": 1.0
    },
    {
     "p": 0.08112460374832153,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.5783981084823608,
   "val_loss": 0.9852420091629028,
   "acc": 70.96,
   "time": 76.46192962885834,
   "param": [
    {
     "p": 0.07942238450050354,
     "m": 1.0
    },
    {
     "p": 0.08141615986824036,
     "m": 1.0
    },
    {
     "p": 0.10281547158956528,
     "m": 1.0
    },
    {
     "p": 0.04365796595811844,
     "m": 1.0
    },
    {
     "p": 0.09796511381864548,
     "m": 1.0
    },
    {
     "p": 0.09942224621772766,
     "m": 1.0
    },
    {
     "p": 0.09363418817520142,
     "m": 1.0
    },
    {
     "p": 0.05069219321012497,
     "m": 1.0
    },
    {
     "p": 0.04931071400642395,
     "m": 1.0
    },
    {
     "p": 0.019161943346261978,
     "m": 1.0
    },
    {
     "p": 0.061859503388404846,
     "m": 1.0
    },
    {
     "p": 0.03544287011027336,
     "m": 1.0
    },
    {
     "p": 0.10137154906988144,
     "m": 1.0
    },
    {
     "p": 0.0838276818394661,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.4890359342098236,
   "val_loss": 1.0039093494415283,
   "acc": 71.28,
   "time": 77.54667514492758,
   "param": [
    {
     "p": 0.07657568156719208,
     "m": 1.0
    },
    {
     "p": 0.08532577008008957,
     "m": 1.0
    },
    {
     "p": 0.0865112692117691,
     "m": 1.0
    },
    {
     "p": 0.02820727601647377,
     "m": 1.0
    },
    {
     "p": 0.11640908569097519,
     "m": 1.0
    },
    {
     "p": 0.0778559073805809,
     "m": 1.0
    },
    {
     "p": 0.09580322355031967,
     "m": 1.0
    },
    {
     "p": 0.05838494375348091,
     "m": 1.0
    },
    {
     "p": 0.0612204372882843,
     "m": 1.0
    },
    {
     "p": 0.021730218082666397,
     "m": 1.0
    },
    {
     "p": 0.05185289308428764,
     "m": 1.0
    },
    {
     "p": 0.034647952765226364,
     "m": 1.0
    },
    {
     "p": 0.11393426358699799,
     "m": 1.0
    },
    {
     "p": 0.09154105931520462,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.8433061242103577,
   "val_loss": 0.9223618507385254,
   "acc": 70.84,
   "time": 76.4098624959588,
   "param": [
    {
     "p": 0.07856176048517227,
     "m": 1.0
    },
    {
     "p": 0.09463000297546387,
     "m": 1.0
    },
    {
     "p": 0.08202085644006729,
     "m": 1.0
    },
    {
     "p": 0.01841326430439949,
     "m": 1.0
    },
    {
     "p": 0.12999297678470612,
     "m": 1.0
    },
    {
     "p": 0.06574711203575134,
     "m": 1.0
    },
    {
     "p": 0.07499037683010101,
     "m": 1.0
    },
    {
     "p": 0.05293792858719826,
     "m": 1.0
    },
    {
     "p": 0.05902528762817383,
     "m": 1.0
    },
    {
     "p": 0.03719625994563103,
     "m": 1.0
    },
    {
     "p": 0.04966113716363907,
     "m": 1.0
    },
    {
     "p": 0.027761224657297134,
     "m": 1.0
    },
    {
     "p": 0.11919376254081726,
     "m": 1.0
    },
    {
     "p": 0.10986806452274323,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.6632183194160461,
   "val_loss": 0.9754202365875244,
   "acc": 71.03,
   "time": 77.37329335114919,
   "param": [
    {
     "p": 0.0737483948469162,
     "m": 1.0
    },
    {
     "p": 0.09204412251710892,
     "m": 1.0
    },
    {
     "p": 0.0718386247754097,
     "m": 1.0
    },
    {
     "p": 0.02270493097603321,
     "m": 1.0
    },
    {
     "p": 0.14472872018814087,
     "m": 1.0
    },
    {
     "p": 0.07473022490739822,
     "m": 1.0
    },
    {
     "p": 0.04058830067515373,
     "m": 1.0
    },
    {
     "p": 0.037056293338537216,
     "m": 1.0
    },
    {
     "p": 0.06039614602923393,
     "m": 1.0
    },
    {
     "p": 0.04988816753029823,
     "m": 1.0
    },
    {
     "p": 0.06029967963695526,
     "m": 1.0
    },
    {
     "p": 0.017127150669693947,
     "m": 1.0
    },
    {
     "p": 0.12811942398548126,
     "m": 1.0
    },
    {
     "p": 0.1267298460006714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.4681069552898407,
   "val_loss": 0.9074718356132507,
   "acc": 71.29,
   "time": 76.70090666809119,
   "param": [
    {
     "p": 0.07927525043487549,
     "m": 1.0
    },
    {
     "p": 0.07116164267063141,
     "m": 1.0
    },
    {
     "p": 0.04676898941397667,
     "m": 1.0
    },
    {
     "p": 0.05325687304139137,
     "m": 1.0
    },
    {
     "p": 0.15122950077056885,
     "m": 1.0
    },
    {
     "p": 0.09100394695997238,
     "m": 1.0
    },
    {
     "p": 0.03771839663386345,
     "m": 1.0
    },
    {
     "p": 0.01788405142724514,
     "m": 1.0
    },
    {
     "p": 0.05432526022195816,
     "m": 1.0
    },
    {
     "p": 0.07153510302305222,
     "m": 1.0
    },
    {
     "p": 0.0730522945523262,
     "m": 1.0
    },
    {
     "p": 0.005767716560512781,
     "m": 1.0
    },
    {
     "p": 0.12341402471065521,
     "m": 1.0
    },
    {
     "p": 0.12360695749521255,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.535076379776001,
   "val_loss": 0.9824753999710083,
   "acc": 71.07,
   "time": 65.03179485001601,
   "param": [
    {
     "p": 0.08054210990667343,
     "m": 1.0
    },
    {
     "p": 0.05984543263912201,
     "m": 1.0
    },
    {
     "p": 0.0398235060274601,
     "m": 1.0
    },
    {
     "p": 0.08838958293199539,
     "m": 1.0
    },
    {
     "p": 0.165202796459198,
     "m": 1.0
    },
    {
     "p": 0.09859834611415863,
     "m": 1.0
    },
    {
     "p": 0.0416310615837574,
     "m": 1.0
    },
    {
     "p": 0.029316291213035583,
     "m": 1.0
    },
    {
     "p": 0.05241456627845764,
     "m": 1.0
    },
    {
     "p": 0.07596500962972641,
     "m": 1.0
    },
    {
     "p": 0.061799056828022,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12072120606899261,
     "m": 1.0
    },
    {
     "p": 0.0857509896159172,
     "m": 1.0
    }
   ]
  }
 ]
}