{
 "Accuracy": 74.45,
 "Time": [
  321.6066634066764,
  17.687118710301224,
  64469.48842287203
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.248137950897217,
   "val_loss": 2.1578798294067383,
   "acc": 23.22,
   "time": 354.18839542998467,
   "param": [
    {
     "p": 0.05844532698392868,
     "m": 1.0
    },
    {
     "p": 0.07096707075834274,
     "m": 1.0
    },
    {
     "p": 0.09973390400409698,
     "m": 1.0
    },
    {
     "p": 0.08052823692560196,
     "m": 1.0
    },
    {
     "p": 0.06719302386045456,
     "m": 1.0
    },
    {
     "p": 0.05293167755007744,
     "m": 1.0
    },
    {
     "p": 0.08976764231920242,
     "m": 1.0
    },
    {
     "p": 0.08908376842737198,
     "m": 1.0
    },
    {
     "p": 0.05821368470788002,
     "m": 1.0
    },
    {
     "p": 0.07455704361200333,
     "m": 1.0
    },
    {
     "p": 0.04905996844172478,
     "m": 1.0
    },
    {
     "p": 0.07653740048408508,
     "m": 1.0
    },
    {
     "p": 0.0786772146821022,
     "m": 1.0
    },
    {
     "p": 0.054304029792547226,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 4.193186283111572,
   "val_loss": 1.9805527925491333,
   "acc": 29.03,
   "time": 357.5179266280029,
   "param": [
    {
     "p": 0.07406286895275116,
     "m": 1.0
    },
    {
     "p": 0.054029110819101334,
     "m": 1.0
    },
    {
     "p": 0.11814708262681961,
     "m": 1.0
    },
    {
     "p": 0.091483935713768,
     "m": 1.0
    },
    {
     "p": 0.07193255424499512,
     "m": 1.0
    },
    {
     "p": 0.04984895512461662,
     "m": 1.0
    },
    {
     "p": 0.09883808344602585,
     "m": 1.0
    },
    {
     "p": 0.1077500730752945,
     "m": 1.0
    },
    {
     "p": 0.03940621018409729,
     "m": 1.0
    },
    {
     "p": 0.07915257662534714,
     "m": 1.0
    },
    {
     "p": 0.005901746451854706,
     "m": 1.0
    },
    {
     "p": 0.09944037348031998,
     "m": 1.0
    },
    {
     "p": 0.0936475470662117,
     "m": 1.0
    },
    {
     "p": 0.016358790919184685,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 4.142210960388184,
   "val_loss": 1.8108007907867432,
   "acc": 40.96,
   "time": 352.2332414779812,
   "param": [
    {
     "p": 0.058311644941568375,
     "m": 1.0
    },
    {
     "p": 0.08516104519367218,
     "m": 1.0
    },
    {
     "p": 0.10973067581653595,
     "m": 1.0
    },
    {
     "p": 0.06753659248352051,
     "m": 1.0
    },
    {
     "p": 0.020758606493473053,
     "m": 1.0
    },
    {
     "p": 0.056437164545059204,
     "m": 1.0
    },
    {
     "p": 0.07841962575912476,
     "m": 1.0
    },
    {
     "p": 0.08612160384654999,
     "m": 1.0
    },
    {
     "p": 0.06234654039144516,
     "m": 1.0
    },
    {
     "p": 0.05340135842561722,
     "m": 1.0
    },
    {
     "p": 0.041263218969106674,
     "m": 1.0
    },
    {
     "p": 0.0882611870765686,
     "m": 1.0
    },
    {
     "p": 0.07623554766178131,
     "m": 1.0
    },
    {
     "p": 0.11601521819829941,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.593785285949707,
   "val_loss": 1.579386830329895,
   "acc": 45.3,
   "time": 356.49166750896256,
   "param": [
    {
     "p": 0.05446888878941536,
     "m": 1.0
    },
    {
     "p": 0.09240308403968811,
     "m": 1.0
    },
    {
     "p": 0.10601898282766342,
     "m": 1.0
    },
    {
     "p": 0.053231000900268555,
     "m": 1.0
    },
    {
     "p": 0.12562252581119537,
     "m": 1.0
    },
    {
     "p": 0.046965181827545166,
     "m": 1.0
    },
    {
     "p": 0.05136522650718689,
     "m": 1.0
    },
    {
     "p": 0.08790408074855804,
     "m": 1.0
    },
    {
     "p": 0.033994607627391815,
     "m": 1.0
    },
    {
     "p": 0.05168678238987923,
     "m": 1.0
    },
    {
     "p": 0.04406348243355751,
     "m": 1.0
    },
    {
     "p": 0.07348150759935379,
     "m": 1.0
    },
    {
     "p": 0.07079853117465973,
     "m": 1.0
    },
    {
     "p": 0.10799609124660492,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.8642773628234863,
   "val_loss": 1.5610812902450562,
   "acc": 46.88,
   "time": 346.75510713702533,
   "param": [
    {
     "p": 0.008343919180333614,
     "m": 1.0
    },
    {
     "p": 0.11751124262809753,
     "m": 1.0
    },
    {
     "p": 0.11867515742778778,
     "m": 1.0
    },
    {
     "p": 0.06624650955200195,
     "m": 1.0
    },
    {
     "p": 0.16478285193443298,
     "m": 1.0
    },
    {
     "p": 0.03894484415650368,
     "m": 1.0
    },
    {
     "p": 0.12722033262252808,
     "m": 1.0
    },
    {
     "p": 0.041274722665548325,
     "m": 1.0
    },
    {
     "p": 0.0254538394510746,
     "m": 1.0
    },
    {
     "p": 0.0007080892683006823,
     "m": 1.0
    },
    {
     "p": 0.05864538997411728,
     "m": 1.0
    },
    {
     "p": 0.05307589843869209,
     "m": 1.0
    },
    {
     "p": 0.06288046389818192,
     "m": 1.0
    },
    {
     "p": 0.11623672395944595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.5950818061828613,
   "val_loss": 1.5304802656173706,
   "acc": 45.02,
   "time": 354.9103841979522,
   "param": [
    {
     "p": 0.0708254873752594,
     "m": 1.0
    },
    {
     "p": 0.10640843212604523,
     "m": 1.0
    },
    {
     "p": 0.0635974332690239,
     "m": 1.0
    },
    {
     "p": 0.16600586473941803,
     "m": 1.0
    },
    {
     "p": 0.14666692912578583,
     "m": 1.0
    },
    {
     "p": 0.03295156732201576,
     "m": 1.0
    },
    {
     "p": 0.11825252324342728,
     "m": 1.0
    },
    {
     "p": 0.14014412462711334,
     "m": 1.0
    },
    {
     "p": 0.0007098897476680577,
     "m": 1.0
    },
    {
     "p": 0.010876663029193878,
     "m": 1.0
    },
    {
     "p": 0.026069486513733864,
     "m": 1.0
    },
    {
     "p": 0.0076879956759512424,
     "m": 1.0
    },
    {
     "p": 0.037129346281290054,
     "m": 1.0
    },
    {
     "p": 0.0726742297410965,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 3.7903800010681152,
   "val_loss": 1.5236812829971313,
   "acc": 45.51,
   "time": 369.66423800901975,
   "param": [
    {
     "p": 0.05457451567053795,
     "m": 1.0
    },
    {
     "p": 0.08652281761169434,
     "m": 1.0
    },
    {
     "p": 0.07611578702926636,
     "m": 1.0
    },
    {
     "p": 0.13892245292663574,
     "m": 1.0
    },
    {
     "p": 0.11561480164527893,
     "m": 1.0
    },
    {
     "p": 0.15369604527950287,
     "m": 1.0
    },
    {
     "p": 0.09580133110284805,
     "m": 1.0
    },
    {
     "p": 0.11325547099113464,
     "m": 1.0
    },
    {
     "p": 0.048280540853738785,
     "m": 1.0
    },
    {
     "p": 0.012860891409218311,
     "m": 1.0
    },
    {
     "p": 0.015270299278199673,
     "m": 1.0
    },
    {
     "p": 0.015725217759609222,
     "m": 1.0
    },
    {
     "p": 0.0618746243417263,
     "m": 1.0
    },
    {
     "p": 0.01148520689457655,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 3.7376694679260254,
   "val_loss": 1.4674054384231567,
   "acc": 50.48,
   "time": 370.1755072619999,
   "param": [
    {
     "p": 0.052000220865011215,
     "m": 1.0
    },
    {
     "p": 0.07734300196170807,
     "m": 1.0
    },
    {
     "p": 0.05472564324736595,
     "m": 1.0
    },
    {
     "p": 0.1268792599439621,
     "m": 1.0
    },
    {
     "p": 0.10058741271495819,
     "m": 1.0
    },
    {
     "p": 0.13818863034248352,
     "m": 1.0
    },
    {
     "p": 0.08684635162353516,
     "m": 1.0
    },
    {
     "p": 0.10067827999591827,
     "m": 1.0
    },
    {
     "p": 0.0436423122882843,
     "m": 1.0
    },
    {
     "p": 0.0018516845302656293,
     "m": 1.0
    },
    {
     "p": 0.041249584406614304,
     "m": 1.0
    },
    {
     "p": 0.020643245428800583,
     "m": 1.0
    },
    {
     "p": 0.07377291470766068,
     "m": 1.0
    },
    {
     "p": 0.08159144222736359,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 3.632139205932617,
   "val_loss": 1.4586045742034912,
   "acc": 48.88,
   "time": 366.9631604630267,
   "param": [
    {
     "p": 0.04843812808394432,
     "m": 1.0
    },
    {
     "p": 0.06371268630027771,
     "m": 1.0
    },
    {
     "p": 0.07504374533891678,
     "m": 1.0
    },
    {
     "p": 0.10859280079603195,
     "m": 1.0
    },
    {
     "p": 0.07798190414905548,
     "m": 1.0
    },
    {
     "p": 0.1165723204612732,
     "m": 1.0
    },
    {
     "p": 0.07618934661149979,
     "m": 1.0
    },
    {
     "p": 0.08618146926164627,
     "m": 1.0
    },
    {
     "p": 0.036407385021448135,
     "m": 1.0
    },
    {
     "p": 0.12753459811210632,
     "m": 1.0
    },
    {
     "p": 0.03682733327150345,
     "m": 1.0
    },
    {
     "p": 0.021496346220374107,
     "m": 1.0
    },
    {
     "p": 0.05588146671652794,
     "m": 1.0
    },
    {
     "p": 0.06914054602384567,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 3.3735604286193848,
   "val_loss": 1.5003337860107422,
   "acc": 47.63,
   "time": 367.682970275986,
   "param": [
    {
     "p": 0.04909128695726395,
     "m": 1.0
    },
    {
     "p": 0.057940345257520676,
     "m": 1.0
    },
    {
     "p": 0.09282884746789932,
     "m": 1.0
    },
    {
     "p": 0.10541900247335434,
     "m": 1.0
    },
    {
     "p": 0.0670170783996582,
     "m": 1.0
    },
    {
     "p": 0.11027466505765915,
     "m": 1.0
    },
    {
     "p": 0.0769905373454094,
     "m": 1.0
    },
    {
     "p": 0.0823754370212555,
     "m": 1.0
    },
    {
     "p": 0.03520449995994568,
     "m": 1.0
    },
    {
     "p": 0.12511245906352997,
     "m": 1.0
    },
    {
     "p": 0.029729757457971573,
     "m": 1.0
    },
    {
     "p": 0.029062461107969284,
     "m": 1.0
    },
    {
     "p": 0.07335434854030609,
     "m": 1.0
    },
    {
     "p": 0.06559927016496658,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 3.7229275703430176,
   "val_loss": 1.2751524448394775,
   "acc": 50.53,
   "time": 360.7060068140272,
   "param": [
    {
     "p": 0.049907997250556946,
     "m": 1.0
    },
    {
     "p": 0.05327174440026283,
     "m": 1.0
    },
    {
     "p": 0.11380571871995926,
     "m": 1.0
    },
    {
     "p": 0.10387390851974487,
     "m": 1.0
    },
    {
     "p": 0.05372894927859306,
     "m": 1.0
    },
    {
     "p": 0.10440494120121002,
     "m": 1.0
    },
    {
     "p": 0.07472358644008636,
     "m": 1.0
    },
    {
     "p": 0.08372912555932999,
     "m": 1.0
    },
    {
     "p": 0.031694136559963226,
     "m": 1.0
    },
    {
     "p": 0.12431761622428894,
     "m": 1.0
    },
    {
     "p": 0.019676003605127335,
     "m": 1.0
    },
    {
     "p": 0.035748742520809174,
     "m": 1.0
    },
    {
     "p": 0.08781598508358002,
     "m": 1.0
    },
    {
     "p": 0.06330158561468124,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 3.2090463638305664,
   "val_loss": 1.2186012268066406,
   "acc": 53.83,
   "time": 355.8634316100506,
   "param": [
    {
     "p": 0.053171832114458084,
     "m": 1.0
    },
    {
     "p": 0.04826841875910759,
     "m": 1.0
    },
    {
     "p": 0.13583248853683472,
     "m": 1.0
    },
    {
     "p": 0.10230906307697296,
     "m": 1.0
    },
    {
     "p": 0.03762007877230644,
     "m": 1.0
    },
    {
     "p": 0.09800773859024048,
     "m": 1.0
    },
    {
     "p": 0.07549114525318146,
     "m": 1.0
    },
    {
     "p": 0.08312555402517319,
     "m": 1.0
    },
    {
     "p": 0.029033109545707703,
     "m": 1.0
    },
    {
     "p": 0.12297104299068451,
     "m": 1.0
    },
    {
     "p": 0.009922422468662262,
     "m": 1.0
    },
    {
     "p": 0.03829946368932724,
     "m": 1.0
    },
    {
     "p": 0.10554371774196625,
     "m": 1.0
    },
    {
     "p": 0.06040387600660324,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 3.122230052947998,
   "val_loss": 1.2912311553955078,
   "acc": 55.94,
   "time": 341.66776520898566,
   "param": [
    {
     "p": 0.053191713988780975,
     "m": 1.0
    },
    {
     "p": 0.04125230759382248,
     "m": 1.0
    },
    {
     "p": 0.152191162109375,
     "m": 1.0
    },
    {
     "p": 0.10157400369644165,
     "m": 1.0
    },
    {
     "p": 0.04158404842019081,
     "m": 1.0
    },
    {
     "p": 0.09298662096261978,
     "m": 1.0
    },
    {
     "p": 0.07489939033985138,
     "m": 1.0
    },
    {
     "p": 0.0816725417971611,
     "m": 1.0
    },
    {
     "p": 0.025171097368001938,
     "m": 1.0
    },
    {
     "p": 0.12336283922195435,
     "m": 1.0
    },
    {
     "p": 0.02497217245399952,
     "m": 1.0
    },
    {
     "p": 0.039303217083215714,
     "m": 1.0
    },
    {
     "p": 0.0903574749827385,
     "m": 1.0
    },
    {
     "p": 0.057481396943330765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 3.1936895847320557,
   "val_loss": 1.3337581157684326,
   "acc": 53.61,
   "time": 342.56026218505576,
   "param": [
    {
     "p": 0.06823325157165527,
     "m": 1.0
    },
    {
     "p": 0.031085211783647537,
     "m": 1.0
    },
    {
     "p": 0.1620766669511795,
     "m": 1.0
    },
    {
     "p": 0.10386177152395248,
     "m": 1.0
    },
    {
     "p": 0.0007144601549953222,
     "m": 1.0
    },
    {
     "p": 0.08987335115671158,
     "m": 1.0
    },
    {
     "p": 0.07860619574785233,
     "m": 1.0
    },
    {
     "p": 0.08438009768724442,
     "m": 1.0
    },
    {
     "p": 0.024944309145212173,
     "m": 1.0
    },
    {
     "p": 0.12645182013511658,
     "m": 1.0
    },
    {
     "p": 0.022335385903716087,
     "m": 1.0
    },
    {
     "p": 0.043149277567863464,
     "m": 1.0
    },
    {
     "p": 0.10837644338607788,
     "m": 1.0
    },
    {
     "p": 0.05591179057955742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 3.2118887901306152,
   "val_loss": 1.2507781982421875,
   "acc": 57.05,
   "time": 331.49091170402244,
   "param": [
    {
     "p": 0.07446697354316711,
     "m": 1.0
    },
    {
     "p": 0.013720772229135036,
     "m": 1.0
    },
    {
     "p": 0.16317401826381683,
     "m": 1.0
    },
    {
     "p": 0.09348990768194199,
     "m": 1.0
    },
    {
     "p": 0.04924541339278221,
     "m": 1.0
    },
    {
     "p": 0.07404394447803497,
     "m": 1.0
    },
    {
     "p": 0.07150549441576004,
     "m": 1.0
    },
    {
     "p": 0.0748196467757225,
     "m": 1.0
    },
    {
     "p": 0.02286454662680626,
     "m": 1.0
    },
    {
     "p": 0.11330261081457138,
     "m": 1.0
    },
    {
     "p": 0.021926745772361755,
     "m": 1.0
    },
    {
     "p": 0.04559371992945671,
     "m": 1.0
    },
    {
     "p": 0.1345331370830536,
     "m": 1.0
    },
    {
     "p": 0.04731310158967972,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 2.872375011444092,
   "val_loss": 1.1769297122955322,
   "acc": 56.53,
   "time": 345.0988603560254,
   "param": [
    {
     "p": 0.07926604896783829,
     "m": 1.0
    },
    {
     "p": 0.020655471831560135,
     "m": 1.0
    },
    {
     "p": 0.1723063439130783,
     "m": 1.0
    },
    {
     "p": 0.08573432266712189,
     "m": 1.0
    },
    {
     "p": 0.04413718357682228,
     "m": 1.0
    },
    {
     "p": 0.06500718742609024,
     "m": 1.0
    },
    {
     "p": 0.06801638007164001,
     "m": 1.0
    },
    {
     "p": 0.07458030432462692,
     "m": 1.0
    },
    {
     "p": 0.026184266433119774,
     "m": 1.0
    },
    {
     "p": 0.10453879088163376,
     "m": 1.0
    },
    {
     "p": 0.01910889521241188,
     "m": 1.0
    },
    {
     "p": 0.0464383065700531,
     "m": 1.0
    },
    {
     "p": 0.15258805453777313,
     "m": 1.0
    },
    {
     "p": 0.041438423097133636,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 3.004826545715332,
   "val_loss": 1.1351966857910156,
   "acc": 59.16,
   "time": 329.82117992499843,
   "param": [
    {
     "p": 0.08619939535856247,
     "m": 1.0
    },
    {
     "p": 0.009844949468970299,
     "m": 1.0
    },
    {
     "p": 0.1902868151664734,
     "m": 1.0
    },
    {
     "p": 0.07535841315984726,
     "m": 1.0
    },
    {
     "p": 0.03586038202047348,
     "m": 1.0
    },
    {
     "p": 0.05699549615383148,
     "m": 1.0
    },
    {
     "p": 0.06371521204710007,
     "m": 1.0
    },
    {
     "p": 0.07709246128797531,
     "m": 1.0
    },
    {
     "p": 0.023587634786963463,
     "m": 1.0
    },
    {
     "p": 0.08936144411563873,
     "m": 1.0
    },
    {
     "p": 0.030020276084542274,
     "m": 1.0
    },
    {
     "p": 0.0494711808860302,
     "m": 1.0
    },
    {
     "p": 0.17821933329105377,
     "m": 1.0
    },
    {
     "p": 0.03398705646395683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.6408729553222656,
   "val_loss": 1.1966173648834229,
   "acc": 56.36,
   "time": 345.83385835797526,
   "param": [
    {
     "p": 0.09131339937448502,
     "m": 1.0
    },
    {
     "p": 0.02182907611131668,
     "m": 1.0
    },
    {
     "p": 0.20636220276355743,
     "m": 1.0
    },
    {
     "p": 0.06719958782196045,
     "m": 1.0
    },
    {
     "p": 0.03449638560414314,
     "m": 1.0
    },
    {
     "p": 0.049296848475933075,
     "m": 1.0
    },
    {
     "p": 0.06288399547338486,
     "m": 1.0
    },
    {
     "p": 0.07560770958662033,
     "m": 1.0
    },
    {
     "p": 0.022935451939702034,
     "m": 1.0
    },
    {
     "p": 0.07409590482711792,
     "m": 1.0
    },
    {
     "p": 0.03003351017832756,
     "m": 1.0
    },
    {
     "p": 0.04954066127538681,
     "m": 1.0
    },
    {
     "p": 0.18952271342277527,
     "m": 1.0
    },
    {
     "p": 0.024882616475224495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 2.560056686401367,
   "val_loss": 1.109148621559143,
   "acc": 58.66,
   "time": 329.58694736799225,
   "param": [
    {
     "p": 0.09722751379013062,
     "m": 1.0
    },
    {
     "p": 0.016426650807261467,
     "m": 1.0
    },
    {
     "p": 0.2212088406085968,
     "m": 1.0
    },
    {
     "p": 0.06226906552910805,
     "m": 1.0
    },
    {
     "p": 0.037578023970127106,
     "m": 1.0
    },
    {
     "p": 0.04565650224685669,
     "m": 1.0
    },
    {
     "p": 0.0603063628077507,
     "m": 1.0
    },
    {
     "p": 0.07741290330886841,
     "m": 1.0
    },
    {
     "p": 0.021775834262371063,
     "m": 1.0
    },
    {
     "p": 0.06102442741394043,
     "m": 1.0
    },
    {
     "p": 0.020485645160079002,
     "m": 1.0
    },
    {
     "p": 0.051800403743982315,
     "m": 1.0
    },
    {
     "p": 0.20796020328998566,
     "m": 1.0
    },
    {
     "p": 0.018867606297135353,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.954897403717041,
   "val_loss": 1.0173317193984985,
   "acc": 60.55,
   "time": 328.50762983900495,
   "param": [
    {
     "p": 0.09671573340892792,
     "m": 1.0
    },
    {
     "p": 0.0200874712318182,
     "m": 1.0
    },
    {
     "p": 0.22450998425483704,
     "m": 1.0
    },
    {
     "p": 0.05614852532744408,
     "m": 1.0
    },
    {
     "p": 0.037066634744405746,
     "m": 1.0
    },
    {
     "p": 0.03584792837500572,
     "m": 1.0
    },
    {
     "p": 0.057360608130693436,
     "m": 1.0
    },
    {
     "p": 0.0759047418832779,
     "m": 1.0
    },
    {
     "p": 0.027845047414302826,
     "m": 1.0
    },
    {
     "p": 0.050379540771245956,
     "m": 1.0
    },
    {
     "p": 0.04141390696167946,
     "m": 1.0
    },
    {
     "p": 0.051777370274066925,
     "m": 1.0
    },
    {
     "p": 0.20939405262470245,
     "m": 1.0
    },
    {
     "p": 0.015548357740044594,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.698784112930298,
   "val_loss": 1.0872389078140259,
   "acc": 61.1,
   "time": 346.5356891429983,
   "param": [
    {
     "p": 0.095941923558712,
     "m": 1.0
    },
    {
     "p": 0.01149726565927267,
     "m": 1.0
    },
    {
     "p": 0.23170064389705658,
     "m": 1.0
    },
    {
     "p": 0.05422487482428551,
     "m": 1.0
    },
    {
     "p": 0.03686028718948364,
     "m": 1.0
    },
    {
     "p": 0.030787019059062004,
     "m": 1.0
    },
    {
     "p": 0.05881744995713234,
     "m": 1.0
    },
    {
     "p": 0.07933434098958969,
     "m": 1.0
    },
    {
     "p": 0.030479934066534042,
     "m": 1.0
    },
    {
     "p": 0.04416655749082565,
     "m": 1.0
    },
    {
     "p": 0.04391416162252426,
     "m": 1.0
    },
    {
     "p": 0.05207841470837593,
     "m": 1.0
    },
    {
     "p": 0.21511980891227722,
     "m": 1.0
    },
    {
     "p": 0.015077387914061546,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 2.6926021575927734,
   "val_loss": 1.1175135374069214,
   "acc": 61.22,
   "time": 318.33972336305305,
   "param": [
    {
     "p": 0.0977235734462738,
     "m": 1.0
    },
    {
     "p": 0.01047744881361723,
     "m": 1.0
    },
    {
     "p": 0.2368220090866089,
     "m": 1.0
    },
    {
     "p": 0.04990311339497566,
     "m": 1.0
    },
    {
     "p": 0.03256884589791298,
     "m": 1.0
    },
    {
     "p": 0.029917793348431587,
     "m": 1.0
    },
    {
     "p": 0.059551551938056946,
     "m": 1.0
    },
    {
     "p": 0.08195974677801132,
     "m": 1.0
    },
    {
     "p": 0.035303838551044464,
     "m": 1.0
    },
    {
     "p": 0.03827410191297531,
     "m": 1.0
    },
    {
     "p": 0.04524188116192818,
     "m": 1.0
    },
    {
     "p": 0.05267949029803276,
     "m": 1.0
    },
    {
     "p": 0.2151271402835846,
     "m": 1.0
    },
    {
     "p": 0.014449396170675755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 2.4484646320343018,
   "val_loss": 1.066224217414856,
   "acc": 62.16,
   "time": 332.7655970969936,
   "param": [
    {
     "p": 0.09672059863805771,
     "m": 1.0
    },
    {
     "p": 0.017972715198993683,
     "m": 1.0
    },
    {
     "p": 0.2389395534992218,
     "m": 1.0
    },
    {
     "p": 0.05723966285586357,
     "m": 1.0
    },
    {
     "p": 0.030281951650977135,
     "m": 1.0
    },
    {
     "p": 0.022664625197649002,
     "m": 1.0
    },
    {
     "p": 0.06170561909675598,
     "m": 1.0
    },
    {
     "p": 0.07735767960548401,
     "m": 1.0
    },
    {
     "p": 0.03503710776567459,
     "m": 1.0
    },
    {
     "p": 0.036972541362047195,
     "m": 1.0
    },
    {
     "p": 0.04281454533338547,
     "m": 1.0
    },
    {
     "p": 0.051318809390068054,
     "m": 1.0
    },
    {
     "p": 0.21874341368675232,
     "m": 1.0
    },
    {
     "p": 0.01223105750977993,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 2.4212121963500977,
   "val_loss": 1.099486231803894,
   "acc": 63.58,
   "time": 354.0360611950746,
   "param": [
    {
     "p": 0.09525492042303085,
     "m": 1.0
    },
    {
     "p": 0.018541235476732254,
     "m": 1.0
    },
    {
     "p": 0.23354145884513855,
     "m": 1.0
    },
    {
     "p": 0.0540638267993927,
     "m": 1.0
    },
    {
     "p": 0.03162144869565964,
     "m": 1.0
    },
    {
     "p": 0.029339229688048363,
     "m": 1.0
    },
    {
     "p": 0.06277851015329361,
     "m": 1.0
    },
    {
     "p": 0.08115945011377335,
     "m": 1.0
    },
    {
     "p": 0.03060014545917511,
     "m": 1.0
    },
    {
     "p": 0.03254847228527069,
     "m": 1.0
    },
    {
     "p": 0.043372273445129395,
     "m": 1.0
    },
    {
     "p": 0.052118632942438126,
     "m": 1.0
    },
    {
     "p": 0.2174592763185501,
     "m": 1.0
    },
    {
     "p": 0.017601104453206062,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 2.4020628929138184,
   "val_loss": 1.124656319618225,
   "acc": 62.03,
   "time": 321.1620067729382,
   "param": [
    {
     "p": 0.09837821125984192,
     "m": 1.0
    },
    {
     "p": 0.008719534613192081,
     "m": 1.0
    },
    {
     "p": 0.23948845267295837,
     "m": 1.0
    },
    {
     "p": 0.051659055054187775,
     "m": 1.0
    },
    {
     "p": 0.03068097122013569,
     "m": 1.0
    },
    {
     "p": 0.03614874184131622,
     "m": 1.0
    },
    {
     "p": 0.06233547255396843,
     "m": 1.0
    },
    {
     "p": 0.08088736236095428,
     "m": 1.0
    },
    {
     "p": 0.02886807732284069,
     "m": 1.0
    },
    {
     "p": 0.02913467399775982,
     "m": 1.0
    },
    {
     "p": 0.043845418840646744,
     "m": 1.0
    },
    {
     "p": 0.0534149594604969,
     "m": 1.0
    },
    {
     "p": 0.21329596638679504,
     "m": 1.0
    },
    {
     "p": 0.023143066093325615,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 2.809032440185547,
   "val_loss": 1.0380427837371826,
   "acc": 60.91,
   "time": 339.2596830460243,
   "param": [
    {
     "p": 0.09433300793170929,
     "m": 1.0
    },
    {
     "p": 0.031201831996440887,
     "m": 1.0
    },
    {
     "p": 0.23840607702732086,
     "m": 1.0
    },
    {
     "p": 0.05007816106081009,
     "m": 1.0
    },
    {
     "p": 0.030348289757966995,
     "m": 1.0
    },
    {
     "p": 0.04099072888493538,
     "m": 1.0
    },
    {
     "p": 0.058495499193668365,
     "m": 1.0
    },
    {
     "p": 0.07176650315523148,
     "m": 1.0
    },
    {
     "p": 0.03062768280506134,
     "m": 1.0
    },
    {
     "p": 0.02524690330028534,
     "m": 1.0
    },
    {
     "p": 0.04603608325123787,
     "m": 1.0
    },
    {
     "p": 0.05144781619310379,
     "m": 1.0
    },
    {
     "p": 0.2079986184835434,
     "m": 1.0
    },
    {
     "p": 0.023022891953587532,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 2.6133530139923096,
   "val_loss": 0.8697733283042908,
   "acc": 64.07,
   "time": 331.77740918903146,
   "param": [
    {
     "p": 0.09524285048246384,
     "m": 1.0
    },
    {
     "p": 0.01817011460661888,
     "m": 1.0
    },
    {
     "p": 0.24564211070537567,
     "m": 1.0
    },
    {
     "p": 0.052129119634628296,
     "m": 1.0
    },
    {
     "p": 0.026565102860331535,
     "m": 1.0
    },
    {
     "p": 0.041171129792928696,
     "m": 1.0
    },
    {
     "p": 0.059485044330358505,
     "m": 1.0
    },
    {
     "p": 0.08322027325630188,
     "m": 1.0
    },
    {
     "p": 0.03063109703361988,
     "m": 1.0
    },
    {
     "p": 0.025591466575860977,
     "m": 1.0
    },
    {
     "p": 0.045354194939136505,
     "m": 1.0
    },
    {
     "p": 0.05109342932701111,
     "m": 1.0
    },
    {
     "p": 0.20944148302078247,
     "m": 1.0
    },
    {
     "p": 0.016262659803032875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 2.2428548336029053,
   "val_loss": 0.9720247387886047,
   "acc": 64.97,
   "time": 333.49947381496895,
   "param": [
    {
     "p": 0.09456881135702133,
     "m": 1.0
    },
    {
     "p": 0.022370515391230583,
     "m": 1.0
    },
    {
     "p": 0.23581157624721527,
     "m": 1.0
    },
    {
     "p": 0.04889979958534241,
     "m": 1.0
    },
    {
     "p": 0.029233507812023163,
     "m": 1.0
    },
    {
     "p": 0.04520765691995621,
     "m": 1.0
    },
    {
     "p": 0.059439171105623245,
     "m": 1.0
    },
    {
     "p": 0.08562235534191132,
     "m": 1.0
    },
    {
     "p": 0.0325932539999485,
     "m": 1.0
    },
    {
     "p": 0.02785322815179825,
     "m": 1.0
    },
    {
     "p": 0.044319551438093185,
     "m": 1.0
    },
    {
     "p": 0.052095022052526474,
     "m": 1.0
    },
    {
     "p": 0.2097661942243576,
     "m": 1.0
    },
    {
     "p": 0.012219332158565521,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 2.0319106578826904,
   "val_loss": 0.9557399749755859,
   "acc": 64.68,
   "time": 332.8677354869433,
   "param": [
    {
     "p": 0.09513959288597107,
     "m": 1.0
    },
    {
     "p": 0.017690081149339676,
     "m": 1.0
    },
    {
     "p": 0.23062896728515625,
     "m": 1.0
    },
    {
     "p": 0.04869009181857109,
     "m": 1.0
    },
    {
     "p": 0.028060995042324066,
     "m": 1.0
    },
    {
     "p": 0.04189092293381691,
     "m": 1.0
    },
    {
     "p": 0.054680969566106796,
     "m": 1.0
    },
    {
     "p": 0.08562952280044556,
     "m": 1.0
    },
    {
     "p": 0.033500999212265015,
     "m": 1.0
    },
    {
     "p": 0.026582494378089905,
     "m": 1.0
    },
    {
     "p": 0.04319586977362633,
     "m": 1.0
    },
    {
     "p": 0.05003626272082329,
     "m": 1.0
    },
    {
     "p": 0.21571548283100128,
     "m": 1.0
    },
    {
     "p": 0.02855771966278553,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 2.574906587600708,
   "val_loss": 1.1509381532669067,
   "acc": 63.98,
   "time": 322.4320668299915,
   "param": [
    {
     "p": 0.09418754279613495,
     "m": 1.0
    },
    {
     "p": 0.026812279596924782,
     "m": 1.0
    },
    {
     "p": 0.23420926928520203,
     "m": 1.0
    },
    {
     "p": 0.04715532436966896,
     "m": 1.0
    },
    {
     "p": 0.019717127084732056,
     "m": 1.0
    },
    {
     "p": 0.04493157938122749,
     "m": 1.0
    },
    {
     "p": 0.059915147721767426,
     "m": 1.0
    },
    {
     "p": 0.08264339715242386,
     "m": 1.0
    },
    {
     "p": 0.0347914882004261,
     "m": 1.0
    },
    {
     "p": 0.02547244355082512,
     "m": 1.0
    },
    {
     "p": 0.0437638945877552,
     "m": 1.0
    },
    {
     "p": 0.04787571728229523,
     "m": 1.0
    },
    {
     "p": 0.2142515480518341,
     "m": 1.0
    },
    {
     "p": 0.024273183196783066,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.9889975786209106,
   "val_loss": 0.984279453754425,
   "acc": 66.0,
   "time": 333.16860298998654,
   "param": [
    {
     "p": 0.09317174553871155,
     "m": 1.0
    },
    {
     "p": 0.018497908487915993,
     "m": 1.0
    },
    {
     "p": 0.2340807020664215,
     "m": 1.0
    },
    {
     "p": 0.052134230732917786,
     "m": 1.0
    },
    {
     "p": 0.028614655137062073,
     "m": 1.0
    },
    {
     "p": 0.04098772630095482,
     "m": 1.0
    },
    {
     "p": 0.06235716491937637,
     "m": 1.0
    },
    {
     "p": 0.08083631843328476,
     "m": 1.0
    },
    {
     "p": 0.032432131469249725,
     "m": 1.0
    },
    {
     "p": 0.026670366525650024,
     "m": 1.0
    },
    {
     "p": 0.045808095484972,
     "m": 1.0
    },
    {
     "p": 0.051583461463451385,
     "m": 1.0
    },
    {
     "p": 0.21376749873161316,
     "m": 1.0
    },
    {
     "p": 0.01905805431306362,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.98394775390625,
   "val_loss": 0.9727510809898376,
   "acc": 66.86,
   "time": 328.5533429819625,
   "param": [
    {
     "p": 0.09504682570695877,
     "m": 1.0
    },
    {
     "p": 0.01871652342379093,
     "m": 1.0
    },
    {
     "p": 0.23617826402187347,
     "m": 1.0
    },
    {
     "p": 0.049330323934555054,
     "m": 1.0
    },
    {
     "p": 0.0330004021525383,
     "m": 1.0
    },
    {
     "p": 0.04945812746882439,
     "m": 1.0
    },
    {
     "p": 0.06335005164146423,
     "m": 1.0
    },
    {
     "p": 0.0798063650727272,
     "m": 1.0
    },
    {
     "p": 0.033184945583343506,
     "m": 1.0
    },
    {
     "p": 0.025094816461205482,
     "m": 1.0
    },
    {
     "p": 0.04677579551935196,
     "m": 1.0
    },
    {
     "p": 0.04626442864537239,
     "m": 1.0
    },
    {
     "p": 0.20851778984069824,
     "m": 1.0
    },
    {
     "p": 0.015275371260941029,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 2.102912425994873,
   "val_loss": 0.9618847370147705,
   "acc": 65.8,
   "time": 333.79690472304355,
   "param": [
    {
     "p": 0.09611029922962189,
     "m": 1.0
    },
    {
     "p": 0.02745085582137108,
     "m": 1.0
    },
    {
     "p": 0.23098623752593994,
     "m": 1.0
    },
    {
     "p": 0.052016377449035645,
     "m": 1.0
    },
    {
     "p": 0.033392857760190964,
     "m": 1.0
    },
    {
     "p": 0.04275394603610039,
     "m": 1.0
    },
    {
     "p": 0.06056297570466995,
     "m": 1.0
    },
    {
     "p": 0.07837250828742981,
     "m": 1.0
    },
    {
     "p": 0.03338661044836044,
     "m": 1.0
    },
    {
     "p": 0.02541576698422432,
     "m": 1.0
    },
    {
     "p": 0.04585769400000572,
     "m": 1.0
    },
    {
     "p": 0.05114079639315605,
     "m": 1.0
    },
    {
     "p": 0.20411209762096405,
     "m": 1.0
    },
    {
     "p": 0.018441053107380867,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 2.0624399185180664,
   "val_loss": 1.0231462717056274,
   "acc": 64.9,
   "time": 333.35503955197055,
   "param": [
    {
     "p": 0.09452417492866516,
     "m": 1.0
    },
    {
     "p": 0.020577382296323776,
     "m": 1.0
    },
    {
     "p": 0.23207423090934753,
     "m": 1.0
    },
    {
     "p": 0.053472235798835754,
     "m": 1.0
    },
    {
     "p": 0.02990362048149109,
     "m": 1.0
    },
    {
     "p": 0.04699992761015892,
     "m": 1.0
    },
    {
     "p": 0.06338486075401306,
     "m": 1.0
    },
    {
     "p": 0.07583313435316086,
     "m": 1.0
    },
    {
     "p": 0.031951483339071274,
     "m": 1.0
    },
    {
     "p": 0.02837023138999939,
     "m": 1.0
    },
    {
     "p": 0.04433096945285797,
     "m": 1.0
    },
    {
     "p": 0.05337170884013176,
     "m": 1.0
    },
    {
     "p": 0.20678211748600006,
     "m": 1.0
    },
    {
     "p": 0.01842394471168518,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.785426139831543,
   "val_loss": 0.978320300579071,
   "acc": 65.97,
   "time": 330.6309607330477,
   "param": [
    {
     "p": 0.10010950267314911,
     "m": 1.0
    },
    {
     "p": 0.026306703686714172,
     "m": 1.0
    },
    {
     "p": 0.23195795714855194,
     "m": 1.0
    },
    {
     "p": 0.054769039154052734,
     "m": 1.0
    },
    {
     "p": 0.012536536902189255,
     "m": 1.0
    },
    {
     "p": 0.042300738394260406,
     "m": 1.0
    },
    {
     "p": 0.06342551857233047,
     "m": 1.0
    },
    {
     "p": 0.08261307328939438,
     "m": 1.0
    },
    {
     "p": 0.031646307557821274,
     "m": 1.0
    },
    {
     "p": 0.02540448307991028,
     "m": 1.0
    },
    {
     "p": 0.042722370475530624,
     "m": 1.0
    },
    {
     "p": 0.04968547075986862,
     "m": 1.0
    },
    {
     "p": 0.21848846971988678,
     "m": 1.0
    },
    {
     "p": 0.018033914268016815,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 2.0333940982818604,
   "val_loss": 0.8910253047943115,
   "acc": 67.15,
   "time": 328.8501287100371,
   "param": [
    {
     "p": 0.09590483456850052,
     "m": 1.0
    },
    {
     "p": 0.017035530880093575,
     "m": 1.0
    },
    {
     "p": 0.24133329093456268,
     "m": 1.0
    },
    {
     "p": 0.054865602403879166,
     "m": 1.0
    },
    {
     "p": 0.028299935162067413,
     "m": 1.0
    },
    {
     "p": 0.03920842707157135,
     "m": 1.0
    },
    {
     "p": 0.056288618594408035,
     "m": 1.0
    },
    {
     "p": 0.08480353653430939,
     "m": 1.0
    },
    {
     "p": 0.034369271248579025,
     "m": 1.0
    },
    {
     "p": 0.02100422792136669,
     "m": 1.0
    },
    {
     "p": 0.038129426538944244,
     "m": 1.0
    },
    {
     "p": 0.052704472094774246,
     "m": 1.0
    },
    {
     "p": 0.22191362082958221,
     "m": 1.0
    },
    {
     "p": 0.01413924340158701,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 2.1181368827819824,
   "val_loss": 0.9412073493003845,
   "acc": 66.94,
   "time": 331.90031608892605,
   "param": [
    {
     "p": 0.09737236052751541,
     "m": 1.0
    },
    {
     "p": 0.0626804456114769,
     "m": 1.0
    },
    {
     "p": 0.2293475866317749,
     "m": 1.0
    },
    {
     "p": 0.05099688470363617,
     "m": 1.0
    },
    {
     "p": 0.021140163764357567,
     "m": 1.0
    },
    {
     "p": 0.014188043773174286,
     "m": 1.0
    },
    {
     "p": 0.059602290391922,
     "m": 1.0
    },
    {
     "p": 0.08221128582954407,
     "m": 1.0
    },
    {
     "p": 0.031451910734176636,
     "m": 1.0
    },
    {
     "p": 0.025805577635765076,
     "m": 1.0
    },
    {
     "p": 0.037631530314683914,
     "m": 1.0
    },
    {
     "p": 0.055030640214681625,
     "m": 1.0
    },
    {
     "p": 0.21022005379199982,
     "m": 1.0
    },
    {
     "p": 0.022321250289678574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 2.1790075302124023,
   "val_loss": 1.0531560182571411,
   "acc": 67.24,
   "time": 335.59807821689174,
   "param": [
    {
     "p": 0.10046902298927307,
     "m": 1.0
    },
    {
     "p": 0.04496379569172859,
     "m": 1.0
    },
    {
     "p": 0.2333458811044693,
     "m": 1.0
    },
    {
     "p": 0.05311046168208122,
     "m": 1.0
    },
    {
     "p": 0.015411946922540665,
     "m": 1.0
    },
    {
     "p": 0.023719236254692078,
     "m": 1.0
    },
    {
     "p": 0.05840183049440384,
     "m": 1.0
    },
    {
     "p": 0.0870133563876152,
     "m": 1.0
    },
    {
     "p": 0.0341055691242218,
     "m": 1.0
    },
    {
     "p": 0.023812931030988693,
     "m": 1.0
    },
    {
     "p": 0.042189039289951324,
     "m": 1.0
    },
    {
     "p": 0.05027762055397034,
     "m": 1.0
    },
    {
     "p": 0.21552462875843048,
     "m": 1.0
    },
    {
     "p": 0.01765464060008526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.430302619934082,
   "val_loss": 1.020778775215149,
   "acc": 66.6,
   "time": 326.89023053005803,
   "param": [
    {
     "p": 0.10124894976615906,
     "m": 1.0
    },
    {
     "p": 0.03516807779669762,
     "m": 1.0
    },
    {
     "p": 0.22147615253925323,
     "m": 1.0
    },
    {
     "p": 0.048877496272325516,
     "m": 1.0
    },
    {
     "p": 0.028083758428692818,
     "m": 1.0
    },
    {
     "p": 0.02258972078561783,
     "m": 1.0
    },
    {
     "p": 0.06352544575929642,
     "m": 1.0
    },
    {
     "p": 0.08964858949184418,
     "m": 1.0
    },
    {
     "p": 0.03499055281281471,
     "m": 1.0
    },
    {
     "p": 0.028153251856565475,
     "m": 1.0
    },
    {
     "p": 0.04262419417500496,
     "m": 1.0
    },
    {
     "p": 0.051952943205833435,
     "m": 1.0
    },
    {
     "p": 0.21379590034484863,
     "m": 1.0
    },
    {
     "p": 0.017864849418401718,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 2.024367094039917,
   "val_loss": 0.9928722977638245,
   "acc": 67.3,
   "time": 328.6857576800976,
   "param": [
    {
     "p": 0.0956510677933693,
     "m": 1.0
    },
    {
     "p": 0.025445127859711647,
     "m": 1.0
    },
    {
     "p": 0.23170877993106842,
     "m": 1.0
    },
    {
     "p": 0.05169539898633957,
     "m": 1.0
    },
    {
     "p": 0.028663113713264465,
     "m": 1.0
    },
    {
     "p": 0.030695265159010887,
     "m": 1.0
    },
    {
     "p": 0.060308776795864105,
     "m": 1.0
    },
    {
     "p": 0.0817512795329094,
     "m": 1.0
    },
    {
     "p": 0.033331774175167084,
     "m": 1.0
    },
    {
     "p": 0.02466980740427971,
     "m": 1.0
    },
    {
     "p": 0.049266375601291656,
     "m": 1.0
    },
    {
     "p": 0.049384165555238724,
     "m": 1.0
    },
    {
     "p": 0.2188141793012619,
     "m": 1.0
    },
    {
     "p": 0.01861494965851307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.5685532093048096,
   "val_loss": 0.7567967772483826,
   "acc": 67.8,
   "time": 338.16096340306103,
   "param": [
    {
     "p": 0.09173987805843353,
     "m": 1.0
    },
    {
     "p": 0.02425152063369751,
     "m": 1.0
    },
    {
     "p": 0.2330472767353058,
     "m": 1.0
    },
    {
     "p": 0.04939071834087372,
     "m": 1.0
    },
    {
     "p": 0.02674774080514908,
     "m": 1.0
    },
    {
     "p": 0.03195473924279213,
     "m": 1.0
    },
    {
     "p": 0.06449351459741592,
     "m": 1.0
    },
    {
     "p": 0.08557189255952835,
     "m": 1.0
    },
    {
     "p": 0.029494889080524445,
     "m": 1.0
    },
    {
     "p": 0.027996482327580452,
     "m": 1.0
    },
    {
     "p": 0.04522694647312164,
     "m": 1.0
    },
    {
     "p": 0.05466713011264801,
     "m": 1.0
    },
    {
     "p": 0.21317081153392792,
     "m": 1.0
    },
    {
     "p": 0.022246481850743294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.760679006576538,
   "val_loss": 0.8953445553779602,
   "acc": 67.53,
   "time": 333.0127191779902,
   "param": [
    {
     "p": 0.09464626014232635,
     "m": 1.0
    },
    {
     "p": 0.011133765801787376,
     "m": 1.0
    },
    {
     "p": 0.24541309475898743,
     "m": 1.0
    },
    {
     "p": 0.04967779666185379,
     "m": 1.0
    },
    {
     "p": 0.031391922384500504,
     "m": 1.0
    },
    {
     "p": 0.046416666358709335,
     "m": 1.0
    },
    {
     "p": 0.061844296753406525,
     "m": 1.0
    },
    {
     "p": 0.08115092664957047,
     "m": 1.0
    },
    {
     "p": 0.02780359983444214,
     "m": 1.0
    },
    {
     "p": 0.029236553236842155,
     "m": 1.0
    },
    {
     "p": 0.04179741069674492,
     "m": 1.0
    },
    {
     "p": 0.05066065117716789,
     "m": 1.0
    },
    {
     "p": 0.209055557847023,
     "m": 1.0
    },
    {
     "p": 0.019771523773670197,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.894065022468567,
   "val_loss": 0.8686251640319824,
   "acc": 68.64,
   "time": 315.5492315160809,
   "param": [
    {
     "p": 0.09447730332612991,
     "m": 1.0
    },
    {
     "p": 0.03343699872493744,
     "m": 1.0
    },
    {
     "p": 0.22777792811393738,
     "m": 1.0
    },
    {
     "p": 0.04716712236404419,
     "m": 1.0
    },
    {
     "p": 0.027401860803365707,
     "m": 1.0
    },
    {
     "p": 0.0362560860812664,
     "m": 1.0
    },
    {
     "p": 0.056062206625938416,
     "m": 1.0
    },
    {
     "p": 0.09131669998168945,
     "m": 1.0
    },
    {
     "p": 0.033284880220890045,
     "m": 1.0
    },
    {
     "p": 0.02840198576450348,
     "m": 1.0
    },
    {
     "p": 0.04413487762212753,
     "m": 1.0
    },
    {
     "p": 0.05033687874674797,
     "m": 1.0
    },
    {
     "p": 0.208241268992424,
     "m": 1.0
    },
    {
     "p": 0.021703962236642838,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 2.143881320953369,
   "val_loss": 0.9566759467124939,
   "acc": 68.1,
   "time": 326.11884190293495,
   "param": [
    {
     "p": 0.0848139077425003,
     "m": 1.0
    },
    {
     "p": 0.03043370321393013,
     "m": 1.0
    },
    {
     "p": 0.22537347674369812,
     "m": 1.0
    },
    {
     "p": 0.04776333272457123,
     "m": 1.0
    },
    {
     "p": 0.028071081265807152,
     "m": 1.0
    },
    {
     "p": 0.03383588790893555,
     "m": 1.0
    },
    {
     "p": 0.05698703974485397,
     "m": 1.0
    },
    {
     "p": 0.08279480040073395,
     "m": 1.0
    },
    {
     "p": 0.033782802522182465,
     "m": 1.0
    },
    {
     "p": 0.02870238944888115,
     "m": 1.0
    },
    {
     "p": 0.04357346519827843,
     "m": 1.0
    },
    {
     "p": 0.04707803949713707,
     "m": 1.0
    },
    {
     "p": 0.20106744766235352,
     "m": 1.0
    },
    {
     "p": 0.055722594261169434,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.6383079290390015,
   "val_loss": 0.8947672247886658,
   "acc": 68.15,
   "time": 331.73946705204435,
   "param": [
    {
     "p": 0.08990555256605148,
     "m": 1.0
    },
    {
     "p": 0.019889069721102715,
     "m": 1.0
    },
    {
     "p": 0.24896249175071716,
     "m": 1.0
    },
    {
     "p": 0.05329906567931175,
     "m": 1.0
    },
    {
     "p": 0.017684468999505043,
     "m": 1.0
    },
    {
     "p": 0.020886646583676338,
     "m": 1.0
    },
    {
     "p": 0.05168792977929115,
     "m": 1.0
    },
    {
     "p": 0.09043765813112259,
     "m": 1.0
    },
    {
     "p": 0.028964679688215256,
     "m": 1.0
    },
    {
     "p": 0.0330493338406086,
     "m": 1.0
    },
    {
     "p": 0.03578456491231918,
     "m": 1.0
    },
    {
     "p": 0.05107257887721062,
     "m": 1.0
    },
    {
     "p": 0.20543667674064636,
     "m": 1.0
    },
    {
     "p": 0.05293934792280197,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.7985543012619019,
   "val_loss": 1.0367480516433716,
   "acc": 67.89,
   "time": 321.7105523319915,
   "param": [
    {
     "p": 0.08405265212059021,
     "m": 1.0
    },
    {
     "p": 0.07790016382932663,
     "m": 1.0
    },
    {
     "p": 0.22342972457408905,
     "m": 1.0
    },
    {
     "p": 0.046175599098205566,
     "m": 1.0
    },
    {
     "p": 0.029607508331537247,
     "m": 1.0
    },
    {
     "p": 0.02285870537161827,
     "m": 1.0
    },
    {
     "p": 0.052792951464653015,
     "m": 1.0
    },
    {
     "p": 0.08578376471996307,
     "m": 1.0
    },
    {
     "p": 0.032544542104005814,
     "m": 1.0
    },
    {
     "p": 0.02902386710047722,
     "m": 1.0
    },
    {
     "p": 0.03747735172510147,
     "m": 1.0
    },
    {
     "p": 0.04627140611410141,
     "m": 1.0
    },
    {
     "p": 0.20014998316764832,
     "m": 1.0
    },
    {
     "p": 0.03193178027868271,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 2.3024399280548096,
   "val_loss": 0.9210507273674011,
   "acc": 67.78,
   "time": 330.7396396440454,
   "param": [
    {
     "p": 0.07985413819551468,
     "m": 1.0
    },
    {
     "p": 0.09863337874412537,
     "m": 1.0
    },
    {
     "p": 0.22246108949184418,
     "m": 1.0
    },
    {
     "p": 0.05196920782327652,
     "m": 1.0
    },
    {
     "p": 0.030888736248016357,
     "m": 1.0
    },
    {
     "p": 0.007465789560228586,
     "m": 1.0
    },
    {
     "p": 0.060604073107242584,
     "m": 1.0
    },
    {
     "p": 0.07587804645299911,
     "m": 1.0
    },
    {
     "p": 0.031853824853897095,
     "m": 1.0
    },
    {
     "p": 0.029012883082032204,
     "m": 1.0
    },
    {
     "p": 0.03861815109848976,
     "m": 1.0
    },
    {
     "p": 0.048171378672122955,
     "m": 1.0
    },
    {
     "p": 0.20292878150939941,
     "m": 1.0
    },
    {
     "p": 0.021660538390278816,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.8144848346710205,
   "val_loss": 0.9858562350273132,
   "acc": 68.13,
   "time": 331.5654386630049,
   "param": [
    {
     "p": 0.09923215955495834,
     "m": 1.0
    },
    {
     "p": 0.04468231648206711,
     "m": 1.0
    },
    {
     "p": 0.21808356046676636,
     "m": 1.0
    },
    {
     "p": 0.04223252460360527,
     "m": 1.0
    },
    {
     "p": 0.02404256910085678,
     "m": 1.0
    },
    {
     "p": 0.050873592495918274,
     "m": 1.0
    },
    {
     "p": 0.059163112193346024,
     "m": 1.0
    },
    {
     "p": 0.08282710611820221,
     "m": 1.0
    },
    {
     "p": 0.03392811119556427,
     "m": 1.0
    },
    {
     "p": 0.028206655755639076,
     "m": 1.0
    },
    {
     "p": 0.047314926981925964,
     "m": 1.0
    },
    {
     "p": 0.05270572379231453,
     "m": 1.0
    },
    {
     "p": 0.19961173832416534,
     "m": 1.0
    },
    {
     "p": 0.017095834016799927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.917429804801941,
   "val_loss": 0.8862406611442566,
   "acc": 69.56,
   "time": 336.19130030996166,
   "param": [
    {
     "p": 0.10068797320127487,
     "m": 1.0
    },
    {
     "p": 0.02144392393529415,
     "m": 1.0
    },
    {
     "p": 0.23434874415397644,
     "m": 1.0
    },
    {
     "p": 0.04957518354058266,
     "m": 1.0
    },
    {
     "p": 0.03393753618001938,
     "m": 1.0
    },
    {
     "p": 0.03739861398935318,
     "m": 1.0
    },
    {
     "p": 0.05351518467068672,
     "m": 1.0
    },
    {
     "p": 0.07136327773332596,
     "m": 1.0
    },
    {
     "p": 0.0326119028031826,
     "m": 1.0
    },
    {
     "p": 0.030983436852693558,
     "m": 1.0
    },
    {
     "p": 0.045945800840854645,
     "m": 1.0
    },
    {
     "p": 0.05442218855023384,
     "m": 1.0
    },
    {
     "p": 0.21405109763145447,
     "m": 1.0
    },
    {
     "p": 0.019715145230293274,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.5230932235717773,
   "val_loss": 0.8258814215660095,
   "acc": 67.7,
   "time": 324.8916443140479,
   "param": [
    {
     "p": 0.09489243477582932,
     "m": 1.0
    },
    {
     "p": 0.026652155444025993,
     "m": 1.0
    },
    {
     "p": 0.23304812610149384,
     "m": 1.0
    },
    {
     "p": 0.04632491618394852,
     "m": 1.0
    },
    {
     "p": 0.03213009610772133,
     "m": 1.0
    },
    {
     "p": 0.030369680374860764,
     "m": 1.0
    },
    {
     "p": 0.0604606531560421,
     "m": 1.0
    },
    {
     "p": 0.086787648499012,
     "m": 1.0
    },
    {
     "p": 0.027090774849057198,
     "m": 1.0
    },
    {
     "p": 0.028777122497558594,
     "m": 1.0
    },
    {
     "p": 0.04581403359770775,
     "m": 1.0
    },
    {
     "p": 0.05404417961835861,
     "m": 1.0
    },
    {
     "p": 0.2119070142507553,
     "m": 1.0
    },
    {
     "p": 0.021701160818338394,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.6742875576019287,
   "val_loss": 0.9080371260643005,
   "acc": 68.57,
   "time": 333.55061902909074,
   "param": [
    {
     "p": 0.09855343401432037,
     "m": 1.0
    },
    {
     "p": 0.024552064016461372,
     "m": 1.0
    },
    {
     "p": 0.23344877362251282,
     "m": 1.0
    },
    {
     "p": 0.05005538836121559,
     "m": 1.0
    },
    {
     "p": 0.024467015638947487,
     "m": 1.0
    },
    {
     "p": 0.02578829787671566,
     "m": 1.0
    },
    {
     "p": 0.06657613068819046,
     "m": 1.0
    },
    {
     "p": 0.09377184510231018,
     "m": 1.0
    },
    {
     "p": 0.030668526887893677,
     "m": 1.0
    },
    {
     "p": 0.021013347432017326,
     "m": 1.0
    },
    {
     "p": 0.04296395555138588,
     "m": 1.0
    },
    {
     "p": 0.057453833520412445,
     "m": 1.0
    },
    {
     "p": 0.21372166275978088,
     "m": 1.0
    },
    {
     "p": 0.016965769231319427,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.730193853378296,
   "val_loss": 0.858322024345398,
   "acc": 69.22,
   "time": 326.9347380310064,
   "param": [
    {
     "p": 0.09739015251398087,
     "m": 1.0
    },
    {
     "p": 0.025820892304182053,
     "m": 1.0
    },
    {
     "p": 0.21524915099143982,
     "m": 1.0
    },
    {
     "p": 0.041172195225954056,
     "m": 1.0
    },
    {
     "p": 0.025828512385487556,
     "m": 1.0
    },
    {
     "p": 0.043174486607313156,
     "m": 1.0
    },
    {
     "p": 0.06713736057281494,
     "m": 1.0
    },
    {
     "p": 0.08896027505397797,
     "m": 1.0
    },
    {
     "p": 0.033361051231622696,
     "m": 1.0
    },
    {
     "p": 0.02590774931013584,
     "m": 1.0
    },
    {
     "p": 0.05094427615404129,
     "m": 1.0
    },
    {
     "p": 0.05458668991923332,
     "m": 1.0
    },
    {
     "p": 0.20841720700263977,
     "m": 1.0
    },
    {
     "p": 0.0220500398427248,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 2.2910315990448,
   "val_loss": 0.8496901392936707,
   "acc": 70.13,
   "time": 336.25088029098697,
   "param": [
    {
     "p": 0.09957265853881836,
     "m": 1.0
    },
    {
     "p": 0.01971450075507164,
     "m": 1.0
    },
    {
     "p": 0.21192187070846558,
     "m": 1.0
    },
    {
     "p": 0.03341181203722954,
     "m": 1.0
    },
    {
     "p": 0.03694264590740204,
     "m": 1.0
    },
    {
     "p": 0.04694715514779091,
     "m": 1.0
    },
    {
     "p": 0.06308890134096146,
     "m": 1.0
    },
    {
     "p": 0.08381455391645432,
     "m": 1.0
    },
    {
     "p": 0.031397171318531036,
     "m": 1.0
    },
    {
     "p": 0.030841248109936714,
     "m": 1.0
    },
    {
     "p": 0.04596332460641861,
     "m": 1.0
    },
    {
     "p": 0.05240735411643982,
     "m": 1.0
    },
    {
     "p": 0.22011107206344604,
     "m": 1.0
    },
    {
     "p": 0.0238657146692276,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.7429836988449097,
   "val_loss": 0.9321686029434204,
   "acc": 69.6,
   "time": 333.44809587299824,
   "param": [
    {
     "p": 0.0961376503109932,
     "m": 1.0
    },
    {
     "p": 0.02774282544851303,
     "m": 1.0
    },
    {
     "p": 0.2124873548746109,
     "m": 1.0
    },
    {
     "p": 0.051268987357616425,
     "m": 1.0
    },
    {
     "p": 0.02577267214655876,
     "m": 1.0
    },
    {
     "p": 0.04074878618121147,
     "m": 1.0
    },
    {
     "p": 0.06434160470962524,
     "m": 1.0
    },
    {
     "p": 0.08898657560348511,
     "m": 1.0
    },
    {
     "p": 0.04291059076786041,
     "m": 1.0
    },
    {
     "p": 0.02908977121114731,
     "m": 1.0
    },
    {
     "p": 0.048487525433301926,
     "m": 1.0
    },
    {
     "p": 0.04940385743975639,
     "m": 1.0
    },
    {
     "p": 0.2011449933052063,
     "m": 1.0
    },
    {
     "p": 0.02147672511637211,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.7263911962509155,
   "val_loss": 0.9286825656890869,
   "acc": 69.75,
   "time": 352.1187286070781,
   "param": [
    {
     "p": 0.10436397790908813,
     "m": 1.0
    },
    {
     "p": 0.026641717180609703,
     "m": 1.0
    },
    {
     "p": 0.223600372672081,
     "m": 1.0
    },
    {
     "p": 0.05898436903953552,
     "m": 1.0
    },
    {
     "p": 0.030134527012705803,
     "m": 1.0
    },
    {
     "p": 0.038458194583654404,
     "m": 1.0
    },
    {
     "p": 0.06431732326745987,
     "m": 1.0
    },
    {
     "p": 0.0840580090880394,
     "m": 1.0
    },
    {
     "p": 0.03613249585032463,
     "m": 1.0
    },
    {
     "p": 0.026955341920256615,
     "m": 1.0
    },
    {
     "p": 0.0444844514131546,
     "m": 1.0
    },
    {
     "p": 0.04999805986881256,
     "m": 1.0
    },
    {
     "p": 0.1954239159822464,
     "m": 1.0
    },
    {
     "p": 0.016447318717837334,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.6863889694213867,
   "val_loss": 0.8875337839126587,
   "acc": 68.66,
   "time": 328.15790077100974,
   "param": [
    {
     "p": 0.09277203679084778,
     "m": 1.0
    },
    {
     "p": 0.03411490097641945,
     "m": 1.0
    },
    {
     "p": 0.2334386706352234,
     "m": 1.0
    },
    {
     "p": 0.04804404079914093,
     "m": 1.0
    },
    {
     "p": 0.02993788570165634,
     "m": 1.0
    },
    {
     "p": 0.02008146420121193,
     "m": 1.0
    },
    {
     "p": 0.06380916386842728,
     "m": 1.0
    },
    {
     "p": 0.08600746095180511,
     "m": 1.0
    },
    {
     "p": 0.026027806103229523,
     "m": 1.0
    },
    {
     "p": 0.03355853632092476,
     "m": 1.0
    },
    {
     "p": 0.04495442286133766,
     "m": 1.0
    },
    {
     "p": 0.04731910675764084,
     "m": 1.0
    },
    {
     "p": 0.2185613065958023,
     "m": 1.0
    },
    {
     "p": 0.021373234689235687,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.905950903892517,
   "val_loss": 0.915839433670044,
   "acc": 69.66,
   "time": 321.8618517819559,
   "param": [
    {
     "p": 0.08072686195373535,
     "m": 1.0
    },
    {
     "p": 0.026638144627213478,
     "m": 1.0
    },
    {
     "p": 0.21740680932998657,
     "m": 1.0
    },
    {
     "p": 0.034464702010154724,
     "m": 1.0
    },
    {
     "p": 0.02781710773706436,
     "m": 1.0
    },
    {
     "p": 0.12363829463720322,
     "m": 1.0
    },
    {
     "p": 0.06338881701231003,
     "m": 1.0
    },
    {
     "p": 0.07500307261943817,
     "m": 1.0
    },
    {
     "p": 0.02947760745882988,
     "m": 1.0
    },
    {
     "p": 0.02798551879823208,
     "m": 1.0
    },
    {
     "p": 0.03997250646352768,
     "m": 1.0
    },
    {
     "p": 0.04129974916577339,
     "m": 1.0
    },
    {
     "p": 0.19356797635555267,
     "m": 1.0
    },
    {
     "p": 0.0186128169298172,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.8076002597808838,
   "val_loss": 0.935818612575531,
   "acc": 69.29,
   "time": 331.3023867519805,
   "param": [
    {
     "p": 0.10031159222126007,
     "m": 1.0
    },
    {
     "p": 0.022588051855564117,
     "m": 1.0
    },
    {
     "p": 0.22117120027542114,
     "m": 1.0
    },
    {
     "p": 0.04394640028476715,
     "m": 1.0
    },
    {
     "p": 0.02557561732828617,
     "m": 1.0
    },
    {
     "p": 0.06567849218845367,
     "m": 1.0
    },
    {
     "p": 0.06887993216514587,
     "m": 1.0
    },
    {
     "p": 0.09202612191438675,
     "m": 1.0
    },
    {
     "p": 0.04044153541326523,
     "m": 1.0
    },
    {
     "p": 0.019591933116316795,
     "m": 1.0
    },
    {
     "p": 0.040999360382556915,
     "m": 1.0
    },
    {
     "p": 0.04714734107255936,
     "m": 1.0
    },
    {
     "p": 0.19412663578987122,
     "m": 1.0
    },
    {
     "p": 0.017515817657113075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.6737239360809326,
   "val_loss": 0.860133945941925,
   "acc": 68.25,
   "time": 328.2469934959663,
   "param": [
    {
     "p": 0.09435955435037613,
     "m": 1.0
    },
    {
     "p": 0.015168176963925362,
     "m": 1.0
    },
    {
     "p": 0.22468985617160797,
     "m": 1.0
    },
    {
     "p": 0.04341018944978714,
     "m": 1.0
    },
    {
     "p": 0.02639286406338215,
     "m": 1.0
    },
    {
     "p": 0.03681177273392677,
     "m": 1.0
    },
    {
     "p": 0.05778302997350693,
     "m": 1.0
    },
    {
     "p": 0.08892066776752472,
     "m": 1.0
    },
    {
     "p": 0.04362443462014198,
     "m": 1.0
    },
    {
     "p": 0.024923479184508324,
     "m": 1.0
    },
    {
     "p": 0.04908237233757973,
     "m": 1.0
    },
    {
     "p": 0.0552641861140728,
     "m": 1.0
    },
    {
     "p": 0.21905829012393951,
     "m": 1.0
    },
    {
     "p": 0.02051115408539772,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 2.1717889308929443,
   "val_loss": 0.8337931036949158,
   "acc": 69.59,
   "time": 336.17642844095826,
   "param": [
    {
     "p": 0.10265644639730453,
     "m": 1.0
    },
    {
     "p": 0.01156151294708252,
     "m": 1.0
    },
    {
     "p": 0.22967085242271423,
     "m": 1.0
    },
    {
     "p": 0.04877575859427452,
     "m": 1.0
    },
    {
     "p": 0.030427061021327972,
     "m": 1.0
    },
    {
     "p": 0.033880311995744705,
     "m": 1.0
    },
    {
     "p": 0.06484486162662506,
     "m": 1.0
    },
    {
     "p": 0.09129824489355087,
     "m": 1.0
    },
    {
     "p": 0.04093270003795624,
     "m": 1.0
    },
    {
     "p": 0.022011535242199898,
     "m": 1.0
    },
    {
     "p": 0.04399026185274124,
     "m": 1.0
    },
    {
     "p": 0.04952741414308548,
     "m": 1.0
    },
    {
     "p": 0.2031581997871399,
     "m": 1.0
    },
    {
     "p": 0.027264870703220367,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 2.101853370666504,
   "val_loss": 0.7382844090461731,
   "acc": 69.53,
   "time": 330.87371472397354,
   "param": [
    {
     "p": 0.0871034562587738,
     "m": 1.0
    },
    {
     "p": 0.01908176951110363,
     "m": 1.0
    },
    {
     "p": 0.23153097927570343,
     "m": 1.0
    },
    {
     "p": 0.04853958636522293,
     "m": 1.0
    },
    {
     "p": 0.03770052641630173,
     "m": 1.0
    },
    {
     "p": 0.03191600367426872,
     "m": 1.0
    },
    {
     "p": 0.0648772269487381,
     "m": 1.0
    },
    {
     "p": 0.08769028633832932,
     "m": 1.0
    },
    {
     "p": 0.03667612001299858,
     "m": 1.0
    },
    {
     "p": 0.022846749052405357,
     "m": 1.0
    },
    {
     "p": 0.05259666591882706,
     "m": 1.0
    },
    {
     "p": 0.05208829417824745,
     "m": 1.0
    },
    {
     "p": 0.20636312663555145,
     "m": 1.0
    },
    {
     "p": 0.02098919078707695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.8423333168029785,
   "val_loss": 0.7274569272994995,
   "acc": 70.06,
   "time": 331.2024817429483,
   "param": [
    {
     "p": 0.1024828553199768,
     "m": 1.0
    },
    {
     "p": 0.015152685344219208,
     "m": 1.0
    },
    {
     "p": 0.2413473278284073,
     "m": 1.0
    },
    {
     "p": 0.057683952152729034,
     "m": 1.0
    },
    {
     "p": 0.016499480232596397,
     "m": 1.0
    },
    {
     "p": 0.04639330878853798,
     "m": 1.0
    },
    {
     "p": 0.05067120119929314,
     "m": 1.0
    },
    {
     "p": 0.08426457643508911,
     "m": 1.0
    },
    {
     "p": 0.0333448201417923,
     "m": 1.0
    },
    {
     "p": 0.02837235853075981,
     "m": 1.0
    },
    {
     "p": 0.05164898559451103,
     "m": 1.0
    },
    {
     "p": 0.050328031182289124,
     "m": 1.0
    },
    {
     "p": 0.21159429848194122,
     "m": 1.0
    },
    {
     "p": 0.010216135531663895,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.582072138786316,
   "val_loss": 0.8196370005607605,
   "acc": 70.68,
   "time": 342.7307778899558,
   "param": [
    {
     "p": 0.09280212968587875,
     "m": 1.0
    },
    {
     "p": 0.016585202887654305,
     "m": 1.0
    },
    {
     "p": 0.22259989380836487,
     "m": 1.0
    },
    {
     "p": 0.05280343070626259,
     "m": 1.0
    },
    {
     "p": 0.031414587050676346,
     "m": 1.0
    },
    {
     "p": 0.030996697023510933,
     "m": 1.0
    },
    {
     "p": 0.06419549137353897,
     "m": 1.0
    },
    {
     "p": 0.0749870240688324,
     "m": 1.0
    },
    {
     "p": 0.036550913006067276,
     "m": 1.0
    },
    {
     "p": 0.028748026117682457,
     "m": 1.0
    },
    {
     "p": 0.056244559586048126,
     "m": 1.0
    },
    {
     "p": 0.04942638799548149,
     "m": 1.0
    },
    {
     "p": 0.22178268432617188,
     "m": 1.0
    },
    {
     "p": 0.02086300402879715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.8509619235992432,
   "val_loss": 0.7852113246917725,
   "acc": 69.5,
   "time": 331.1529503240017,
   "param": [
    {
     "p": 0.09943543374538422,
     "m": 1.0
    },
    {
     "p": 0.012950642965734005,
     "m": 1.0
    },
    {
     "p": 0.227247953414917,
     "m": 1.0
    },
    {
     "p": 0.057035915553569794,
     "m": 1.0
    },
    {
     "p": 0.03491351380944252,
     "m": 1.0
    },
    {
     "p": 0.009041931480169296,
     "m": 1.0
    },
    {
     "p": 0.050709109753370285,
     "m": 1.0
    },
    {
     "p": 0.0867646113038063,
     "m": 1.0
    },
    {
     "p": 0.03411947935819626,
     "m": 1.0
    },
    {
     "p": 0.03456095978617668,
     "m": 1.0
    },
    {
     "p": 0.05395045876502991,
     "m": 1.0
    },
    {
     "p": 0.057208187878131866,
     "m": 1.0
    },
    {
     "p": 0.22278887033462524,
     "m": 1.0
    },
    {
     "p": 0.019272878766059875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.919715404510498,
   "val_loss": 0.7200734615325928,
   "acc": 70.54,
   "time": 325.11014847492334,
   "param": [
    {
     "p": 0.07247856259346008,
     "m": 1.0
    },
    {
     "p": 0.000985694001428783,
     "m": 1.0
    },
    {
     "p": 0.22049234807491302,
     "m": 1.0
    },
    {
     "p": 0.04378408193588257,
     "m": 1.0
    },
    {
     "p": 0.032610587775707245,
     "m": 1.0
    },
    {
     "p": 0.09128621220588684,
     "m": 1.0
    },
    {
     "p": 0.0765426754951477,
     "m": 1.0
    },
    {
     "p": 0.0826524868607521,
     "m": 1.0
    },
    {
     "p": 0.03252998739480972,
     "m": 1.0
    },
    {
     "p": 0.025998707860708237,
     "m": 1.0
    },
    {
     "p": 0.04603941738605499,
     "m": 1.0
    },
    {
     "p": 0.05437430366873741,
     "m": 1.0
    },
    {
     "p": 0.19707192480564117,
     "m": 1.0
    },
    {
     "p": 0.023153018206357956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.4475607872009277,
   "val_loss": 0.7913039922714233,
   "acc": 69.86,
   "time": 338.13318998005707,
   "param": [
    {
     "p": 0.10522336512804031,
     "m": 1.0
    },
    {
     "p": 0.030597152188420296,
     "m": 1.0
    },
    {
     "p": 0.2241971343755722,
     "m": 1.0
    },
    {
     "p": 0.039508670568466187,
     "m": 1.0
    },
    {
     "p": 0.03008652850985527,
     "m": 1.0
    },
    {
     "p": 0.04284824803471565,
     "m": 1.0
    },
    {
     "p": 0.06104790046811104,
     "m": 1.0
    },
    {
     "p": 0.07742038369178772,
     "m": 1.0
    },
    {
     "p": 0.028453532606363297,
     "m": 1.0
    },
    {
     "p": 0.02772659622132778,
     "m": 1.0
    },
    {
     "p": 0.054978642612695694,
     "m": 1.0
    },
    {
     "p": 0.05866377800703049,
     "m": 1.0
    },
    {
     "p": 0.19831208884716034,
     "m": 1.0
    },
    {
     "p": 0.020936064422130585,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.4691133499145508,
   "val_loss": 0.8877124786376953,
   "acc": 68.29,
   "time": 335.0507974579232,
   "param": [
    {
     "p": 0.10041213035583496,
     "m": 1.0
    },
    {
     "p": 0.011019145138561726,
     "m": 1.0
    },
    {
     "p": 0.21800045669078827,
     "m": 1.0
    },
    {
     "p": 0.05059291049838066,
     "m": 1.0
    },
    {
     "p": 0.031214388087391853,
     "m": 1.0
    },
    {
     "p": 0.030648520216345787,
     "m": 1.0
    },
    {
     "p": 0.0718650296330452,
     "m": 1.0
    },
    {
     "p": 0.0889662504196167,
     "m": 1.0
    },
    {
     "p": 0.03240321949124336,
     "m": 1.0
    },
    {
     "p": 0.0276345144957304,
     "m": 1.0
    },
    {
     "p": 0.05055583640933037,
     "m": 1.0
    },
    {
     "p": 0.051722727715969086,
     "m": 1.0
    },
    {
     "p": 0.2074364721775055,
     "m": 1.0
    },
    {
     "p": 0.02752835489809513,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.501643180847168,
   "val_loss": 0.7748345136642456,
   "acc": 71.34,
   "time": 337.192514749011,
   "param": [
    {
     "p": 0.08844852447509766,
     "m": 1.0
    },
    {
     "p": 0.012700655497610569,
     "m": 1.0
    },
    {
     "p": 0.22406311333179474,
     "m": 1.0
    },
    {
     "p": 0.05300617218017578,
     "m": 1.0
    },
    {
     "p": 0.04211174696683884,
     "m": 1.0
    },
    {
     "p": 0.029865045100450516,
     "m": 1.0
    },
    {
     "p": 0.06884416937828064,
     "m": 1.0
    },
    {
     "p": 0.09644454717636108,
     "m": 1.0
    },
    {
     "p": 0.03999801352620125,
     "m": 1.0
    },
    {
     "p": 0.025197001174092293,
     "m": 1.0
    },
    {
     "p": 0.05023686960339546,
     "m": 1.0
    },
    {
     "p": 0.04994265362620354,
     "m": 1.0
    },
    {
     "p": 0.19770248234272003,
     "m": 1.0
    },
    {
     "p": 0.02143901027739048,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.4577410221099854,
   "val_loss": 0.7873560786247253,
   "acc": 69.93,
   "time": 338.2268523350358,
   "param": [
    {
     "p": 0.09424691647291183,
     "m": 1.0
    },
    {
     "p": 0.016755567863583565,
     "m": 1.0
    },
    {
     "p": 0.2151530534029007,
     "m": 1.0
    },
    {
     "p": 0.05891764536499977,
     "m": 1.0
    },
    {
     "p": 0.035221975296735764,
     "m": 1.0
    },
    {
     "p": 0.027129238471388817,
     "m": 1.0
    },
    {
     "p": 0.06520774215459824,
     "m": 1.0
    },
    {
     "p": 0.09765138477087021,
     "m": 1.0
    },
    {
     "p": 0.03871184587478638,
     "m": 1.0
    },
    {
     "p": 0.02602863870561123,
     "m": 1.0
    },
    {
     "p": 0.049721360206604004,
     "m": 1.0
    },
    {
     "p": 0.05030655860900879,
     "m": 1.0
    },
    {
     "p": 0.21466931700706482,
     "m": 1.0
    },
    {
     "p": 0.010278841480612755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.6451709270477295,
   "val_loss": 0.810985803604126,
   "acc": 71.11,
   "time": 339.39986700506415,
   "param": [
    {
     "p": 0.11359601467847824,
     "m": 1.0
    },
    {
     "p": 0.01646992564201355,
     "m": 1.0
    },
    {
     "p": 0.2043135017156601,
     "m": 1.0
    },
    {
     "p": 0.058001790195703506,
     "m": 1.0
    },
    {
     "p": 0.031769100576639175,
     "m": 1.0
    },
    {
     "p": 0.021127773448824883,
     "m": 1.0
    },
    {
     "p": 0.06459733098745346,
     "m": 1.0
    },
    {
     "p": 0.08882112056016922,
     "m": 1.0
    },
    {
     "p": 0.03864501044154167,
     "m": 1.0
    },
    {
     "p": 0.030002031475305557,
     "m": 1.0
    },
    {
     "p": 0.04947850480675697,
     "m": 1.0
    },
    {
     "p": 0.0491032637655735,
     "m": 1.0
    },
    {
     "p": 0.210592582821846,
     "m": 1.0
    },
    {
     "p": 0.02348203957080841,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.706851601600647,
   "val_loss": 0.875993549823761,
   "acc": 70.69,
   "time": 349.63765935995616,
   "param": [
    {
     "p": 0.10175035148859024,
     "m": 1.0
    },
    {
     "p": 0.09144306182861328,
     "m": 1.0
    },
    {
     "p": 0.2010785937309265,
     "m": 1.0
    },
    {
     "p": 0.039774585515260696,
     "m": 1.0
    },
    {
     "p": 0.03559541702270508,
     "m": 1.0
    },
    {
     "p": 0.027536073699593544,
     "m": 1.0
    },
    {
     "p": 0.0663466602563858,
     "m": 1.0
    },
    {
     "p": 0.07215061038732529,
     "m": 1.0
    },
    {
     "p": 0.030965933576226234,
     "m": 1.0
    },
    {
     "p": 0.026657316833734512,
     "m": 1.0
    },
    {
     "p": 0.04309311509132385,
     "m": 1.0
    },
    {
     "p": 0.05354528874158859,
     "m": 1.0
    },
    {
     "p": 0.18784208595752716,
     "m": 1.0
    },
    {
     "p": 0.022220855578780174,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.7659437656402588,
   "val_loss": 0.8469358086585999,
   "acc": 70.43,
   "time": 332.86351422104053,
   "param": [
    {
     "p": 0.10360871255397797,
     "m": 1.0
    },
    {
     "p": 0.025552092120051384,
     "m": 1.0
    },
    {
     "p": 0.21205735206604004,
     "m": 1.0
    },
    {
     "p": 0.04500650614500046,
     "m": 1.0
    },
    {
     "p": 0.03066929802298546,
     "m": 1.0
    },
    {
     "p": 0.02875669300556183,
     "m": 1.0
    },
    {
     "p": 0.06930337846279144,
     "m": 1.0
    },
    {
     "p": 0.07866574078798294,
     "m": 1.0
    },
    {
     "p": 0.03886815160512924,
     "m": 1.0
    },
    {
     "p": 0.026592539623379707,
     "m": 1.0
    },
    {
     "p": 0.054906755685806274,
     "m": 1.0
    },
    {
     "p": 0.05919363349676132,
     "m": 1.0
    },
    {
     "p": 0.20031392574310303,
     "m": 1.0
    },
    {
     "p": 0.026505181565880775,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.6418737173080444,
   "val_loss": 0.8308423757553101,
   "acc": 70.12,
   "time": 338.4195110569708,
   "param": [
    {
     "p": 0.09929180145263672,
     "m": 1.0
    },
    {
     "p": 0.01583356224000454,
     "m": 1.0
    },
    {
     "p": 0.21634288132190704,
     "m": 1.0
    },
    {
     "p": 0.05263500660657883,
     "m": 1.0
    },
    {
     "p": 0.03326408565044403,
     "m": 1.0
    },
    {
     "p": 0.031676627695560455,
     "m": 1.0
    },
    {
     "p": 0.05808350816369057,
     "m": 1.0
    },
    {
     "p": 0.07632121443748474,
     "m": 1.0
    },
    {
     "p": 0.04333537071943283,
     "m": 1.0
    },
    {
     "p": 0.030612625181674957,
     "m": 1.0
    },
    {
     "p": 0.0429285503923893,
     "m": 1.0
    },
    {
     "p": 0.06219041720032692,
     "m": 1.0
    },
    {
     "p": 0.21272441744804382,
     "m": 1.0
    },
    {
     "p": 0.02475983090698719,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.4935715198516846,
   "val_loss": 0.829127848148346,
   "acc": 70.51,
   "time": 335.06969707494136,
   "param": [
    {
     "p": 0.09949769824743271,
     "m": 1.0
    },
    {
     "p": 0.014808758161962032,
     "m": 1.0
    },
    {
     "p": 0.21758511662483215,
     "m": 1.0
    },
    {
     "p": 0.0467294417321682,
     "m": 1.0
    },
    {
     "p": 0.03794635832309723,
     "m": 1.0
    },
    {
     "p": 0.024015937000513077,
     "m": 1.0
    },
    {
     "p": 0.06884411722421646,
     "m": 1.0
    },
    {
     "p": 0.08486860990524292,
     "m": 1.0
    },
    {
     "p": 0.03666599467396736,
     "m": 1.0
    },
    {
     "p": 0.02695232443511486,
     "m": 1.0
    },
    {
     "p": 0.05193686485290527,
     "m": 1.0
    },
    {
     "p": 0.05612475797533989,
     "m": 1.0
    },
    {
     "p": 0.2017727792263031,
     "m": 1.0
    },
    {
     "p": 0.03225129097700119,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.7552560567855835,
   "val_loss": 0.6480672955513,
   "acc": 70.47,
   "time": 330.82095967198256,
   "param": [
    {
     "p": 0.09615374356508255,
     "m": 1.0
    },
    {
     "p": 0.013871263712644577,
     "m": 1.0
    },
    {
     "p": 0.20492352545261383,
     "m": 1.0
    },
    {
     "p": 0.06195071339607239,
     "m": 1.0
    },
    {
     "p": 0.04177208989858627,
     "m": 1.0
    },
    {
     "p": 0.018606161698698997,
     "m": 1.0
    },
    {
     "p": 0.07495421171188354,
     "m": 1.0
    },
    {
     "p": 0.09949973225593567,
     "m": 1.0
    },
    {
     "p": 0.03636736795306206,
     "m": 1.0
    },
    {
     "p": 0.02456570975482464,
     "m": 1.0
    },
    {
     "p": 0.05230401083827019,
     "m": 1.0
    },
    {
     "p": 0.053933970630168915,
     "m": 1.0
    },
    {
     "p": 0.1935792863368988,
     "m": 1.0
    },
    {
     "p": 0.02751815691590309,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.3900094032287598,
   "val_loss": 0.8804104328155518,
   "acc": 70.38,
   "time": 347.38714340608567,
   "param": [
    {
     "p": 0.09957193583250046,
     "m": 1.0
    },
    {
     "p": 0.012669239193201065,
     "m": 1.0
    },
    {
     "p": 0.21783554553985596,
     "m": 1.0
    },
    {
     "p": 0.04310568422079086,
     "m": 1.0
    },
    {
     "p": 0.03903656080365181,
     "m": 1.0
    },
    {
     "p": 0.026940561830997467,
     "m": 1.0
    },
    {
     "p": 0.06472394615411758,
     "m": 1.0
    },
    {
     "p": 0.07812781631946564,
     "m": 1.0
    },
    {
     "p": 0.03587017580866814,
     "m": 1.0
    },
    {
     "p": 0.026530472561717033,
     "m": 1.0
    },
    {
     "p": 0.05698006972670555,
     "m": 1.0
    },
    {
     "p": 0.05510473996400833,
     "m": 1.0
    },
    {
     "p": 0.21125897765159607,
     "m": 1.0
    },
    {
     "p": 0.03224419057369232,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.833390235900879,
   "val_loss": 0.8527776002883911,
   "acc": 69.54,
   "time": 341.60916202003136,
   "param": [
    {
     "p": 0.0879017785191536,
     "m": 1.0
    },
    {
     "p": 0.0902206152677536,
     "m": 1.0
    },
    {
     "p": 0.18246835470199585,
     "m": 1.0
    },
    {
     "p": 0.05626898258924484,
     "m": 1.0
    },
    {
     "p": 0.032753776758909225,
     "m": 1.0
    },
    {
     "p": 0.027039462700486183,
     "m": 1.0
    },
    {
     "p": 0.07362730801105499,
     "m": 1.0
    },
    {
     "p": 0.0811019316315651,
     "m": 1.0
    },
    {
     "p": 0.036384981125593185,
     "m": 1.0
    },
    {
     "p": 0.023308243602514267,
     "m": 1.0
    },
    {
     "p": 0.04273494705557823,
     "m": 1.0
    },
    {
     "p": 0.056669555604457855,
     "m": 1.0
    },
    {
     "p": 0.1794251799583435,
     "m": 1.0
    },
    {
     "p": 0.030094880610704422,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.6564791202545166,
   "val_loss": 0.7908451557159424,
   "acc": 71.31,
   "time": 345.0828928370029,
   "param": [
    {
     "p": 0.09957731515169144,
     "m": 1.0
    },
    {
     "p": 0.03441324084997177,
     "m": 1.0
    },
    {
     "p": 0.19583076238632202,
     "m": 1.0
    },
    {
     "p": 0.04982307180762291,
     "m": 1.0
    },
    {
     "p": 0.0285332053899765,
     "m": 1.0
    },
    {
     "p": 0.02570682391524315,
     "m": 1.0
    },
    {
     "p": 0.07358019798994064,
     "m": 1.0
    },
    {
     "p": 0.0759398564696312,
     "m": 1.0
    },
    {
     "p": 0.036920297890901566,
     "m": 1.0
    },
    {
     "p": 0.0334426648914814,
     "m": 1.0
    },
    {
     "p": 0.037059150636196136,
     "m": 1.0
    },
    {
     "p": 0.05145411193370819,
     "m": 1.0
    },
    {
     "p": 0.22864307463169098,
     "m": 1.0
    },
    {
     "p": 0.02907615900039673,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.6036972999572754,
   "val_loss": 0.7492223381996155,
   "acc": 70.81,
   "time": 334.2316885610344,
   "param": [
    {
     "p": 0.09582757204771042,
     "m": 1.0
    },
    {
     "p": 0.0007062233053147793,
     "m": 1.0
    },
    {
     "p": 0.21837997436523438,
     "m": 1.0
    },
    {
     "p": 0.05296767130494118,
     "m": 1.0
    },
    {
     "p": 0.03745632991194725,
     "m": 1.0
    },
    {
     "p": 0.02967463992536068,
     "m": 1.0
    },
    {
     "p": 0.06474212557077408,
     "m": 1.0
    },
    {
     "p": 0.09790641069412231,
     "m": 1.0
    },
    {
     "p": 0.04219819977879524,
     "m": 1.0
    },
    {
     "p": 0.024608729407191277,
     "m": 1.0
    },
    {
     "p": 0.05310632660984993,
     "m": 1.0
    },
    {
     "p": 0.05581440031528473,
     "m": 1.0
    },
    {
     "p": 0.1982002556324005,
     "m": 1.0
    },
    {
     "p": 0.028411151841282845,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.6356695890426636,
   "val_loss": 1.0511090755462646,
   "acc": 70.67,
   "time": 323.6653296391014,
   "param": [
    {
     "p": 0.10051071643829346,
     "m": 1.0
    },
    {
     "p": 0.025410544127225876,
     "m": 1.0
    },
    {
     "p": 0.20904652774333954,
     "m": 1.0
    },
    {
     "p": 0.059471797198057175,
     "m": 1.0
    },
    {
     "p": 0.0358751080930233,
     "m": 1.0
    },
    {
     "p": 0.029083741828799248,
     "m": 1.0
    },
    {
     "p": 0.07005880028009415,
     "m": 1.0
    },
    {
     "p": 0.0644076019525528,
     "m": 1.0
    },
    {
     "p": 0.04950380697846413,
     "m": 1.0
    },
    {
     "p": 0.02515329048037529,
     "m": 1.0
    },
    {
     "p": 0.05654427781701088,
     "m": 1.0
    },
    {
     "p": 0.04513408616185188,
     "m": 1.0
    },
    {
     "p": 0.2004512995481491,
     "m": 1.0
    },
    {
     "p": 0.02934841997921467,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.492524266242981,
   "val_loss": 0.8526111245155334,
   "acc": 71.8,
   "time": 317.4379510889994,
   "param": [
    {
     "p": 0.1047445610165596,
     "m": 1.0
    },
    {
     "p": 0.008381674997508526,
     "m": 1.0
    },
    {
     "p": 0.2272002100944519,
     "m": 1.0
    },
    {
     "p": 0.04082918539643288,
     "m": 1.0
    },
    {
     "p": 0.025049658492207527,
     "m": 1.0
    },
    {
     "p": 0.025390923023223877,
     "m": 1.0
    },
    {
     "p": 0.053877174854278564,
     "m": 1.0
    },
    {
     "p": 0.08600565046072006,
     "m": 1.0
    },
    {
     "p": 0.03828739747405052,
     "m": 1.0
    },
    {
     "p": 0.03609544783830643,
     "m": 1.0
    },
    {
     "p": 0.05554407462477684,
     "m": 1.0
    },
    {
     "p": 0.06263961642980576,
     "m": 1.0
    },
    {
     "p": 0.21196433901786804,
     "m": 1.0
    },
    {
     "p": 0.023990033194422722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.7101458311080933,
   "val_loss": 0.7856636047363281,
   "acc": 71.93,
   "time": 324.1345265751006,
   "param": [
    {
     "p": 0.09400846809148788,
     "m": 1.0
    },
    {
     "p": 0.0160427987575531,
     "m": 1.0
    },
    {
     "p": 0.2068614363670349,
     "m": 1.0
    },
    {
     "p": 0.060062017291784286,
     "m": 1.0
    },
    {
     "p": 0.03175530210137367,
     "m": 1.0
    },
    {
     "p": 0.034271687269210815,
     "m": 1.0
    },
    {
     "p": 0.05844077840447426,
     "m": 1.0
    },
    {
     "p": 0.0871046930551529,
     "m": 1.0
    },
    {
     "p": 0.037269823253154755,
     "m": 1.0
    },
    {
     "p": 0.03411642089486122,
     "m": 1.0
    },
    {
     "p": 0.05750090256333351,
     "m": 1.0
    },
    {
     "p": 0.04579227417707443,
     "m": 1.0
    },
    {
     "p": 0.21191886067390442,
     "m": 1.0
    },
    {
     "p": 0.024854497984051704,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 2.033440113067627,
   "val_loss": 0.8582245111465454,
   "acc": 70.06,
   "time": 340.0819468300324,
   "param": [
    {
     "p": 0.10765283554792404,
     "m": 1.0
    },
    {
     "p": 0.007775247097015381,
     "m": 1.0
    },
    {
     "p": 0.18604600429534912,
     "m": 1.0
    },
    {
     "p": 0.06450516730546951,
     "m": 1.0
    },
    {
     "p": 0.042436085641384125,
     "m": 1.0
    },
    {
     "p": 0.05082886293530464,
     "m": 1.0
    },
    {
     "p": 0.07132864743471146,
     "m": 1.0
    },
    {
     "p": 0.08866886049509048,
     "m": 1.0
    },
    {
     "p": 0.036051224917173386,
     "m": 1.0
    },
    {
     "p": 0.03268368914723396,
     "m": 1.0
    },
    {
     "p": 0.04380413144826889,
     "m": 1.0
    },
    {
     "p": 0.06328865140676498,
     "m": 1.0
    },
    {
     "p": 0.1840280294418335,
     "m": 1.0
    },
    {
     "p": 0.020902492105960846,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.3057982921600342,
   "val_loss": 0.7490214705467224,
   "acc": 71.5,
   "time": 325.9521750160493,
   "param": [
    {
     "p": 0.09759995341300964,
     "m": 1.0
    },
    {
     "p": 0.014852834865450859,
     "m": 1.0
    },
    {
     "p": 0.2096005380153656,
     "m": 1.0
    },
    {
     "p": 0.0520671010017395,
     "m": 1.0
    },
    {
     "p": 0.044214878231287,
     "m": 1.0
    },
    {
     "p": 0.021180223673582077,
     "m": 1.0
    },
    {
     "p": 0.07512062042951584,
     "m": 1.0
    },
    {
     "p": 0.10258760303258896,
     "m": 1.0
    },
    {
     "p": 0.03649092838168144,
     "m": 1.0
    },
    {
     "p": 0.03100399300456047,
     "m": 1.0
    },
    {
     "p": 0.04181043431162834,
     "m": 1.0
    },
    {
     "p": 0.06765978783369064,
     "m": 1.0
    },
    {
     "p": 0.1876305341720581,
     "m": 1.0
    },
    {
     "p": 0.018180547282099724,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.7363531589508057,
   "val_loss": 0.7965821623802185,
   "acc": 71.07,
   "time": 331.2060401230119,
   "param": [
    {
     "p": 0.09703104943037033,
     "m": 1.0
    },
    {
     "p": 0.09276172518730164,
     "m": 1.0
    },
    {
     "p": 0.1677757203578949,
     "m": 1.0
    },
    {
     "p": 0.05411148443818092,
     "m": 1.0
    },
    {
     "p": 0.04312281683087349,
     "m": 1.0
    },
    {
     "p": 0.016906334087252617,
     "m": 1.0
    },
    {
     "p": 0.058831412345170975,
     "m": 1.0
    },
    {
     "p": 0.08181392401456833,
     "m": 1.0
    },
    {
     "p": 0.03643124923110008,
     "m": 1.0
    },
    {
     "p": 0.032499149441719055,
     "m": 1.0
    },
    {
     "p": 0.057036012411117554,
     "m": 1.0
    },
    {
     "p": 0.049970466643571854,
     "m": 1.0
    },
    {
     "p": 0.18365778028964996,
     "m": 1.0
    },
    {
     "p": 0.02805095911026001,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.3897316455841064,
   "val_loss": 0.858223557472229,
   "acc": 71.79,
   "time": 344.70460857998114,
   "param": [
    {
     "p": 0.10185151547193527,
     "m": 1.0
    },
    {
     "p": 0.02718881145119667,
     "m": 1.0
    },
    {
     "p": 0.21675148606300354,
     "m": 1.0
    },
    {
     "p": 0.06306760013103485,
     "m": 1.0
    },
    {
     "p": 0.038832735270261765,
     "m": 1.0
    },
    {
     "p": 0.017535554245114326,
     "m": 1.0
    },
    {
     "p": 0.06795448064804077,
     "m": 1.0
    },
    {
     "p": 0.09481324255466461,
     "m": 1.0
    },
    {
     "p": 0.03286425769329071,
     "m": 1.0
    },
    {
     "p": 0.029680343344807625,
     "m": 1.0
    },
    {
     "p": 0.04416200891137123,
     "m": 1.0
    },
    {
     "p": 0.049599237740039825,
     "m": 1.0
    },
    {
     "p": 0.18951253592967987,
     "m": 1.0
    },
    {
     "p": 0.026186294853687286,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.6933892965316772,
   "val_loss": 0.992606520652771,
   "acc": 70.5,
   "time": 337.84367259196006,
   "param": [
    {
     "p": 0.09997431188821793,
     "m": 1.0
    },
    {
     "p": 0.010055112652480602,
     "m": 1.0
    },
    {
     "p": 0.215964674949646,
     "m": 1.0
    },
    {
     "p": 0.04532716050744057,
     "m": 1.0
    },
    {
     "p": 0.036811430007219315,
     "m": 1.0
    },
    {
     "p": 0.019038496538996696,
     "m": 1.0
    },
    {
     "p": 0.0687611922621727,
     "m": 1.0
    },
    {
     "p": 0.08212363719940186,
     "m": 1.0
    },
    {
     "p": 0.04869810491800308,
     "m": 1.0
    },
    {
     "p": 0.03345353901386261,
     "m": 1.0
    },
    {
     "p": 0.05855335667729378,
     "m": 1.0
    },
    {
     "p": 0.050263576209545135,
     "m": 1.0
    },
    {
     "p": 0.19909465312957764,
     "m": 1.0
    },
    {
     "p": 0.03188066557049751,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.6961196660995483,
   "val_loss": 0.885455310344696,
   "acc": 70.8,
   "time": 319.63182127301116,
   "param": [
    {
     "p": 0.09632736444473267,
     "m": 1.0
    },
    {
     "p": 0.009313448332250118,
     "m": 1.0
    },
    {
     "p": 0.2010040432214737,
     "m": 1.0
    },
    {
     "p": 0.06955166906118393,
     "m": 1.0
    },
    {
     "p": 0.026562875136733055,
     "m": 1.0
    },
    {
     "p": 0.040316954255104065,
     "m": 1.0
    },
    {
     "p": 0.0531490221619606,
     "m": 1.0
    },
    {
     "p": 0.09150290489196777,
     "m": 1.0
    },
    {
     "p": 0.035182204097509384,
     "m": 1.0
    },
    {
     "p": 0.029080962762236595,
     "m": 1.0
    },
    {
     "p": 0.059053901582956314,
     "m": 1.0
    },
    {
     "p": 0.06276184320449829,
     "m": 1.0
    },
    {
     "p": 0.1971304565668106,
     "m": 1.0
    },
    {
     "p": 0.02906227670609951,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.3639296293258667,
   "val_loss": 0.7912865877151489,
   "acc": 71.86,
   "time": 328.5229839410167,
   "param": [
    {
     "p": 0.10040251165628433,
     "m": 1.0
    },
    {
     "p": 0.016290077939629555,
     "m": 1.0
    },
    {
     "p": 0.20065835118293762,
     "m": 1.0
    },
    {
     "p": 0.06690631061792374,
     "m": 1.0
    },
    {
     "p": 0.033012595027685165,
     "m": 1.0
    },
    {
     "p": 0.010037257336080074,
     "m": 1.0
    },
    {
     "p": 0.07324555516242981,
     "m": 1.0
    },
    {
     "p": 0.08843748271465302,
     "m": 1.0
    },
    {
     "p": 0.04870283603668213,
     "m": 1.0
    },
    {
     "p": 0.030309032648801804,
     "m": 1.0
    },
    {
     "p": 0.058280620723962784,
     "m": 1.0
    },
    {
     "p": 0.05294139310717583,
     "m": 1.0
    },
    {
     "p": 0.1998746395111084,
     "m": 1.0
    },
    {
     "p": 0.02090127393603325,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.6513817310333252,
   "val_loss": 0.8288118243217468,
   "acc": 70.95,
   "time": 331.305863296031,
   "param": [
    {
     "p": 0.10490302741527557,
     "m": 1.0
    },
    {
     "p": 0.007628182880580425,
     "m": 1.0
    },
    {
     "p": 0.19685716927051544,
     "m": 1.0
    },
    {
     "p": 0.05545780435204506,
     "m": 1.0
    },
    {
     "p": 0.03904256224632263,
     "m": 1.0
    },
    {
     "p": 0.01510807778686285,
     "m": 1.0
    },
    {
     "p": 0.07144003361463547,
     "m": 1.0
    },
    {
     "p": 0.09558563679456711,
     "m": 1.0
    },
    {
     "p": 0.03972550481557846,
     "m": 1.0
    },
    {
     "p": 0.032964058220386505,
     "m": 1.0
    },
    {
     "p": 0.06747771054506302,
     "m": 1.0
    },
    {
     "p": 0.052795376628637314,
     "m": 1.0
    },
    {
     "p": 0.1942426562309265,
     "m": 1.0
    },
    {
     "p": 0.02677215449512005,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.5408823490142822,
   "val_loss": 0.7561154365539551,
   "acc": 71.79,
   "time": 328.5755265218904,
   "param": [
    {
     "p": 0.10114449262619019,
     "m": 1.0
    },
    {
     "p": 0.011816603131592274,
     "m": 1.0
    },
    {
     "p": 0.21586766839027405,
     "m": 1.0
    },
    {
     "p": 0.0644589439034462,
     "m": 1.0
    },
    {
     "p": 0.04539854824542999,
     "m": 1.0
    },
    {
     "p": 0.020680179819464684,
     "m": 1.0
    },
    {
     "p": 0.06305905431509018,
     "m": 1.0
    },
    {
     "p": 0.08340670168399811,
     "m": 1.0
    },
    {
     "p": 0.04192277789115906,
     "m": 1.0
    },
    {
     "p": 0.02363545633852482,
     "m": 1.0
    },
    {
     "p": 0.05714774876832962,
     "m": 1.0
    },
    {
     "p": 0.06856806576251984,
     "m": 1.0
    },
    {
     "p": 0.1760798692703247,
     "m": 1.0
    },
    {
     "p": 0.026813965290784836,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.476749300956726,
   "val_loss": 0.8533726930618286,
   "acc": 72.29,
   "time": 333.2116447179578,
   "param": [
    {
     "p": 0.10560233891010284,
     "m": 1.0
    },
    {
     "p": 0.0026790436822921038,
     "m": 1.0
    },
    {
     "p": 0.2008855640888214,
     "m": 1.0
    },
    {
     "p": 0.06778629869222641,
     "m": 1.0
    },
    {
     "p": 0.032365404069423676,
     "m": 1.0
    },
    {
     "p": 0.016996707767248154,
     "m": 1.0
    },
    {
     "p": 0.07996626198291779,
     "m": 1.0
    },
    {
     "p": 0.08766032010316849,
     "m": 1.0
    },
    {
     "p": 0.049203190952539444,
     "m": 1.0
    },
    {
     "p": 0.0379766970872879,
     "m": 1.0
    },
    {
     "p": 0.041834328323602676,
     "m": 1.0
    },
    {
     "p": 0.0589609332382679,
     "m": 1.0
    },
    {
     "p": 0.1842237263917923,
     "m": 1.0
    },
    {
     "p": 0.033859193325042725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.3334707021713257,
   "val_loss": 0.8022739887237549,
   "acc": 70.45,
   "time": 331.7259830610128,
   "param": [
    {
     "p": 0.10762946307659149,
     "m": 1.0
    },
    {
     "p": 0.005886770319193602,
     "m": 1.0
    },
    {
     "p": 0.20017065107822418,
     "m": 1.0
    },
    {
     "p": 0.0694206953048706,
     "m": 1.0
    },
    {
     "p": 0.0484006293118,
     "m": 1.0
    },
    {
     "p": 0.014697304926812649,
     "m": 1.0
    },
    {
     "p": 0.07333792746067047,
     "m": 1.0
    },
    {
     "p": 0.0937008410692215,
     "m": 1.0
    },
    {
     "p": 0.0329626090824604,
     "m": 1.0
    },
    {
     "p": 0.03192983195185661,
     "m": 1.0
    },
    {
     "p": 0.0618019662797451,
     "m": 1.0
    },
    {
     "p": 0.0697990357875824,
     "m": 1.0
    },
    {
     "p": 0.15921644866466522,
     "m": 1.0
    },
    {
     "p": 0.031045928597450256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.6127519607543945,
   "val_loss": 0.927486777305603,
   "acc": 70.3,
   "time": 324.51687046093866,
   "param": [
    {
     "p": 0.10362957417964935,
     "m": 1.0
    },
    {
     "p": 0.013072110712528229,
     "m": 1.0
    },
    {
     "p": 0.189401775598526,
     "m": 1.0
    },
    {
     "p": 0.06801787763834,
     "m": 1.0
    },
    {
     "p": 0.0358876958489418,
     "m": 1.0
    },
    {
     "p": 0.009889515116810799,
     "m": 1.0
    },
    {
     "p": 0.07416905462741852,
     "m": 1.0
    },
    {
     "p": 0.07205487787723541,
     "m": 1.0
    },
    {
     "p": 0.045967672020196915,
     "m": 1.0
    },
    {
     "p": 0.025649914517998695,
     "m": 1.0
    },
    {
     "p": 0.06163337081670761,
     "m": 1.0
    },
    {
     "p": 0.06727025657892227,
     "m": 1.0
    },
    {
     "p": 0.19933316111564636,
     "m": 1.0
    },
    {
     "p": 0.03402307629585266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.544384241104126,
   "val_loss": 0.8911685347557068,
   "acc": 71.6,
   "time": 317.54733915103134,
   "param": [
    {
     "p": 0.10307221114635468,
     "m": 1.0
    },
    {
     "p": 0.011660238727927208,
     "m": 1.0
    },
    {
     "p": 0.18448199331760406,
     "m": 1.0
    },
    {
     "p": 0.06261482834815979,
     "m": 1.0
    },
    {
     "p": 0.04479144886136055,
     "m": 1.0
    },
    {
     "p": 0.01845133863389492,
     "m": 1.0
    },
    {
     "p": 0.07839463651180267,
     "m": 1.0
    },
    {
     "p": 0.09423256665468216,
     "m": 1.0
    },
    {
     "p": 0.03833584487438202,
     "m": 1.0
    },
    {
     "p": 0.031840577721595764,
     "m": 1.0
    },
    {
     "p": 0.04970632493495941,
     "m": 1.0
    },
    {
     "p": 0.06592345237731934,
     "m": 1.0
    },
    {
     "p": 0.18926864862442017,
     "m": 1.0
    },
    {
     "p": 0.027225900441408157,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.4084856510162354,
   "val_loss": 0.7791827917098999,
   "acc": 72.17,
   "time": 324.7547119439114,
   "param": [
    {
     "p": 0.09112337976694107,
     "m": 1.0
    },
    {
     "p": 0.010924480855464935,
     "m": 1.0
    },
    {
     "p": 0.19478891789913177,
     "m": 1.0
    },
    {
     "p": 0.06289917975664139,
     "m": 1.0
    },
    {
     "p": 0.03692805767059326,
     "m": 1.0
    },
    {
     "p": 0.01460859552025795,
     "m": 1.0
    },
    {
     "p": 0.07198625057935715,
     "m": 1.0
    },
    {
     "p": 0.07949690520763397,
     "m": 1.0
    },
    {
     "p": 0.04933059215545654,
     "m": 1.0
    },
    {
     "p": 0.04239889234304428,
     "m": 1.0
    },
    {
     "p": 0.04977266117930412,
     "m": 1.0
    },
    {
     "p": 0.06438085436820984,
     "m": 1.0
    },
    {
     "p": 0.20339207351207733,
     "m": 1.0
    },
    {
     "p": 0.027969133108854294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.8217419385910034,
   "val_loss": 0.8243787884712219,
   "acc": 71.49,
   "time": 326.31807131599635,
   "param": [
    {
     "p": 0.11113092303276062,
     "m": 1.0
    },
    {
     "p": 0.024326421320438385,
     "m": 1.0
    },
    {
     "p": 0.185573011636734,
     "m": 1.0
    },
    {
     "p": 0.07166397571563721,
     "m": 1.0
    },
    {
     "p": 0.040013499557971954,
     "m": 1.0
    },
    {
     "p": 0.015403633005917072,
     "m": 1.0
    },
    {
     "p": 0.05350462347269058,
     "m": 1.0
    },
    {
     "p": 0.09347107261419296,
     "m": 1.0
    },
    {
     "p": 0.0187978595495224,
     "m": 1.0
    },
    {
     "p": 0.027776803821325302,
     "m": 1.0
    },
    {
     "p": 0.06690679490566254,
     "m": 1.0
    },
    {
     "p": 0.06400077044963837,
     "m": 1.0
    },
    {
     "p": 0.19783064723014832,
     "m": 1.0
    },
    {
     "p": 0.02959994412958622,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.5797345638275146,
   "val_loss": 0.9101483225822449,
   "acc": 70.53,
   "time": 319.6602422100259,
   "param": [
    {
     "p": 0.10948766767978668,
     "m": 1.0
    },
    {
     "p": 0.015219875611364841,
     "m": 1.0
    },
    {
     "p": 0.19977770745754242,
     "m": 1.0
    },
    {
     "p": 0.07352152466773987,
     "m": 1.0
    },
    {
     "p": 0.035099152475595474,
     "m": 1.0
    },
    {
     "p": 0.02112172730267048,
     "m": 1.0
    },
    {
     "p": 0.06842080503702164,
     "m": 1.0
    },
    {
     "p": 0.09649792313575745,
     "m": 1.0
    },
    {
     "p": 0.03611965477466583,
     "m": 1.0
    },
    {
     "p": 0.025099942460656166,
     "m": 1.0
    },
    {
     "p": 0.05275263264775276,
     "m": 1.0
    },
    {
     "p": 0.06547632813453674,
     "m": 1.0
    },
    {
     "p": 0.1684948205947876,
     "m": 1.0
    },
    {
     "p": 0.032910265028476715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.7808234691619873,
   "val_loss": 0.7724599838256836,
   "acc": 72.61,
   "time": 310.80130164604634,
   "param": [
    {
     "p": 0.09484465420246124,
     "m": 1.0
    },
    {
     "p": 0.00830470398068428,
     "m": 1.0
    },
    {
     "p": 0.19254232943058014,
     "m": 1.0
    },
    {
     "p": 0.07526511698961258,
     "m": 1.0
    },
    {
     "p": 0.020205141976475716,
     "m": 1.0
    },
    {
     "p": 0.03734711930155754,
     "m": 1.0
    },
    {
     "p": 0.07670693844556808,
     "m": 1.0
    },
    {
     "p": 0.0911865383386612,
     "m": 1.0
    },
    {
     "p": 0.041853584349155426,
     "m": 1.0
    },
    {
     "p": 0.021871283650398254,
     "m": 1.0
    },
    {
     "p": 0.06583523750305176,
     "m": 1.0
    },
    {
     "p": 0.05983833223581314,
     "m": 1.0
    },
    {
     "p": 0.1791161745786667,
     "m": 1.0
    },
    {
     "p": 0.03508288413286209,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.4569815397262573,
   "val_loss": 0.7583281993865967,
   "acc": 71.53,
   "time": 321.3131430490175,
   "param": [
    {
     "p": 0.11170092225074768,
     "m": 1.0
    },
    {
     "p": 0.016417330130934715,
     "m": 1.0
    },
    {
     "p": 0.20342400670051575,
     "m": 1.0
    },
    {
     "p": 0.07023461163043976,
     "m": 1.0
    },
    {
     "p": 0.007284671533852816,
     "m": 1.0
    },
    {
     "p": 0.010544569231569767,
     "m": 1.0
    },
    {
     "p": 0.06911899894475937,
     "m": 1.0
    },
    {
     "p": 0.09714554250240326,
     "m": 1.0
    },
    {
     "p": 0.04302198067307472,
     "m": 1.0
    },
    {
     "p": 0.03396240249276161,
     "m": 1.0
    },
    {
     "p": 0.06327168643474579,
     "m": 1.0
    },
    {
     "p": 0.06304025650024414,
     "m": 1.0
    },
    {
     "p": 0.1772996038198471,
     "m": 1.0
    },
    {
     "p": 0.03353339061141014,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.3200397491455078,
   "val_loss": 0.725479006767273,
   "acc": 71.86,
   "time": 317.1095179480035,
   "param": [
    {
     "p": 0.11520004272460938,
     "m": 1.0
    },
    {
     "p": 0.007606738246977329,
     "m": 1.0
    },
    {
     "p": 0.19067886471748352,
     "m": 1.0
    },
    {
     "p": 0.05444912239909172,
     "m": 1.0
    },
    {
     "p": 0.011926251463592052,
     "m": 1.0
    },
    {
     "p": 0.01739358901977539,
     "m": 1.0
    },
    {
     "p": 0.061239589005708694,
     "m": 1.0
    },
    {
     "p": 0.10399208962917328,
     "m": 1.0
    },
    {
     "p": 0.04414701089262962,
     "m": 1.0
    },
    {
     "p": 0.0677374005317688,
     "m": 1.0
    },
    {
     "p": 0.06621763855218887,
     "m": 1.0
    },
    {
     "p": 0.07134991139173508,
     "m": 1.0
    },
    {
     "p": 0.15871462225914001,
     "m": 1.0
    },
    {
     "p": 0.02934708446264267,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.2995508909225464,
   "val_loss": 0.9597674608230591,
   "acc": 71.91,
   "time": 313.9086857070215,
   "param": [
    {
     "p": 0.11313308775424957,
     "m": 1.0
    },
    {
     "p": 0.009485071524977684,
     "m": 1.0
    },
    {
     "p": 0.171884223818779,
     "m": 1.0
    },
    {
     "p": 0.06738350540399551,
     "m": 1.0
    },
    {
     "p": 0.009637982584536076,
     "m": 1.0
    },
    {
     "p": 0.0209798663854599,
     "m": 1.0
    },
    {
     "p": 0.08774103969335556,
     "m": 1.0
    },
    {
     "p": 0.10302206873893738,
     "m": 1.0
    },
    {
     "p": 0.043880101293325424,
     "m": 1.0
    },
    {
     "p": 0.034599669277668,
     "m": 1.0
    },
    {
     "p": 0.05322456732392311,
     "m": 1.0
    },
    {
     "p": 0.06696558743715286,
     "m": 1.0
    },
    {
     "p": 0.17870593070983887,
     "m": 1.0
    },
    {
     "p": 0.039357200264930725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.8701861500740051,
   "val_loss": 0.8064919114112854,
   "acc": 72.09,
   "time": 308.9515155709814,
   "param": [
    {
     "p": 0.10525057464838028,
     "m": 1.0
    },
    {
     "p": 0.008097512647509575,
     "m": 1.0
    },
    {
     "p": 0.16922596096992493,
     "m": 1.0
    },
    {
     "p": 0.061014700680971146,
     "m": 1.0
    },
    {
     "p": 0.007194672245532274,
     "m": 1.0
    },
    {
     "p": 0.010748011991381645,
     "m": 1.0
    },
    {
     "p": 0.07510710507631302,
     "m": 1.0
    },
    {
     "p": 0.09167274832725525,
     "m": 1.0
    },
    {
     "p": 0.03666405752301216,
     "m": 1.0
    },
    {
     "p": 0.10342586040496826,
     "m": 1.0
    },
    {
     "p": 0.06092251092195511,
     "m": 1.0
    },
    {
     "p": 0.0668313205242157,
     "m": 1.0
    },
    {
     "p": 0.16969826817512512,
     "m": 1.0
    },
    {
     "p": 0.03414672985672951,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.5795600414276123,
   "val_loss": 0.8577558398246765,
   "acc": 71.33,
   "time": 310.70147818804253,
   "param": [
    {
     "p": 0.12017621845006943,
     "m": 1.0
    },
    {
     "p": 0.011664585210382938,
     "m": 1.0
    },
    {
     "p": 0.1933729201555252,
     "m": 1.0
    },
    {
     "p": 0.05305285006761551,
     "m": 1.0
    },
    {
     "p": 0.01679636910557747,
     "m": 1.0
    },
    {
     "p": 0.015007728710770607,
     "m": 1.0
    },
    {
     "p": 0.08349622040987015,
     "m": 1.0
    },
    {
     "p": 0.10174752026796341,
     "m": 1.0
    },
    {
     "p": 0.04987901821732521,
     "m": 1.0
    },
    {
     "p": 0.012017064727842808,
     "m": 1.0
    },
    {
     "p": 0.06259749084711075,
     "m": 1.0
    },
    {
     "p": 0.06827344000339508,
     "m": 1.0
    },
    {
     "p": 0.1835511028766632,
     "m": 1.0
    },
    {
     "p": 0.028367403894662857,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.3959770202636719,
   "val_loss": 0.6425399780273438,
   "acc": 72.74,
   "time": 317.8439303430496,
   "param": [
    {
     "p": 0.10539694875478745,
     "m": 1.0
    },
    {
     "p": 0.016016237437725067,
     "m": 1.0
    },
    {
     "p": 0.1864488124847412,
     "m": 1.0
    },
    {
     "p": 0.06946238875389099,
     "m": 1.0
    },
    {
     "p": 0.00970655307173729,
     "m": 1.0
    },
    {
     "p": 0.011086490005254745,
     "m": 1.0
    },
    {
     "p": 0.08545642346143723,
     "m": 1.0
    },
    {
     "p": 0.09813898801803589,
     "m": 1.0
    },
    {
     "p": 0.048374079167842865,
     "m": 1.0
    },
    {
     "p": 0.014729802496731281,
     "m": 1.0
    },
    {
     "p": 0.06635653227567673,
     "m": 1.0
    },
    {
     "p": 0.06257499754428864,
     "m": 1.0
    },
    {
     "p": 0.19195674359798431,
     "m": 1.0
    },
    {
     "p": 0.03429495170712471,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.2756388187408447,
   "val_loss": 0.8272019624710083,
   "acc": 71.81,
   "time": 337.1369041739963,
   "param": [
    {
     "p": 0.11659272015094757,
     "m": 1.0
    },
    {
     "p": 0.013488228432834148,
     "m": 1.0
    },
    {
     "p": 0.1657630056142807,
     "m": 1.0
    },
    {
     "p": 0.07568175345659256,
     "m": 1.0
    },
    {
     "p": 0.015025538392364979,
     "m": 1.0
    },
    {
     "p": 0.015316438861191273,
     "m": 1.0
    },
    {
     "p": 0.08554268628358841,
     "m": 1.0
    },
    {
     "p": 0.10443145036697388,
     "m": 1.0
    },
    {
     "p": 0.05147826299071312,
     "m": 1.0
    },
    {
     "p": 0.01473747007548809,
     "m": 1.0
    },
    {
     "p": 0.0622832365334034,
     "m": 1.0
    },
    {
     "p": 0.08128257095813751,
     "m": 1.0
    },
    {
     "p": 0.165752574801445,
     "m": 1.0
    },
    {
     "p": 0.0326240099966526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.2193992137908936,
   "val_loss": 0.7137946486473083,
   "acc": 71.72,
   "time": 331.8118668369716,
   "param": [
    {
     "p": 0.11820446699857712,
     "m": 1.0
    },
    {
     "p": 0.013290150091052055,
     "m": 1.0
    },
    {
     "p": 0.1690966784954071,
     "m": 1.0
    },
    {
     "p": 0.06852953881025314,
     "m": 1.0
    },
    {
     "p": 0.01011315081268549,
     "m": 1.0
    },
    {
     "p": 0.01772467978298664,
     "m": 1.0
    },
    {
     "p": 0.0876690223813057,
     "m": 1.0
    },
    {
     "p": 0.10799277573823929,
     "m": 1.0
    },
    {
     "p": 0.05055209621787071,
     "m": 1.0
    },
    {
     "p": 0.012514620088040829,
     "m": 1.0
    },
    {
     "p": 0.06988687813282013,
     "m": 1.0
    },
    {
     "p": 0.06760089844465256,
     "m": 1.0
    },
    {
     "p": 0.16863983869552612,
     "m": 1.0
    },
    {
     "p": 0.03818517550826073,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.7943036556243896,
   "val_loss": 0.7925403118133545,
   "acc": 73.11,
   "time": 315.13565343408845,
   "param": [
    {
     "p": 0.10789752751588821,
     "m": 1.0
    },
    {
     "p": 0.014243333600461483,
     "m": 1.0
    },
    {
     "p": 0.18013086915016174,
     "m": 1.0
    },
    {
     "p": 0.07759274542331696,
     "m": 1.0
    },
    {
     "p": 0.009418577887117863,
     "m": 1.0
    },
    {
     "p": 0.012791589833796024,
     "m": 1.0
    },
    {
     "p": 0.08931197226047516,
     "m": 1.0
    },
    {
     "p": 0.09954389929771423,
     "m": 1.0
    },
    {
     "p": 0.050832491368055344,
     "m": 1.0
    },
    {
     "p": 0.015634888783097267,
     "m": 1.0
    },
    {
     "p": 0.06136464327573776,
     "m": 1.0
    },
    {
     "p": 0.07398787885904312,
     "m": 1.0
    },
    {
     "p": 0.17205511033535004,
     "m": 1.0
    },
    {
     "p": 0.035194531083106995,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.2821733951568604,
   "val_loss": 0.7307135462760925,
   "acc": 72.08,
   "time": 319.89873339701444,
   "param": [
    {
     "p": 0.11187735944986343,
     "m": 1.0
    },
    {
     "p": 0.011286062188446522,
     "m": 1.0
    },
    {
     "p": 0.19584538042545319,
     "m": 1.0
    },
    {
     "p": 0.06232835724949837,
     "m": 1.0
    },
    {
     "p": 0.013775535859167576,
     "m": 1.0
    },
    {
     "p": 0.011814018711447716,
     "m": 1.0
    },
    {
     "p": 0.08336257934570312,
     "m": 1.0
    },
    {
     "p": 0.09949471056461334,
     "m": 1.0
    },
    {
     "p": 0.0470384880900383,
     "m": 1.0
    },
    {
     "p": 0.012036832049489021,
     "m": 1.0
    },
    {
     "p": 0.0762443020939827,
     "m": 1.0
    },
    {
     "p": 0.07008542865514755,
     "m": 1.0
    },
    {
     "p": 0.1695714294910431,
     "m": 1.0
    },
    {
     "p": 0.03523955121636391,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.4183094501495361,
   "val_loss": 0.7703426480293274,
   "acc": 72.7,
   "time": 310.78251568600535,
   "param": [
    {
     "p": 0.11219371855258942,
     "m": 1.0
    },
    {
     "p": 0.013261632062494755,
     "m": 1.0
    },
    {
     "p": 0.1695561408996582,
     "m": 1.0
    },
    {
     "p": 0.07844719290733337,
     "m": 1.0
    },
    {
     "p": 0.01345388125628233,
     "m": 1.0
    },
    {
     "p": 0.010620977729558945,
     "m": 1.0
    },
    {
     "p": 0.08333926647901535,
     "m": 1.0
    },
    {
     "p": 0.12756840884685516,
     "m": 1.0
    },
    {
     "p": 0.04289604350924492,
     "m": 1.0
    },
    {
     "p": 0.013102849014103413,
     "m": 1.0
    },
    {
     "p": 0.06129042059183121,
     "m": 1.0
    },
    {
     "p": 0.06543894857168198,
     "m": 1.0
    },
    {
     "p": 0.16880913078784943,
     "m": 1.0
    },
    {
     "p": 0.04002134129405022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.2342569828033447,
   "val_loss": 0.8922010064125061,
   "acc": 73.19,
   "time": 338.3309378789272,
   "param": [
    {
     "p": 0.12357654422521591,
     "m": 1.0
    },
    {
     "p": 0.013751888647675514,
     "m": 1.0
    },
    {
     "p": 0.16192929446697235,
     "m": 1.0
    },
    {
     "p": 0.06596946716308594,
     "m": 1.0
    },
    {
     "p": 0.015544659458100796,
     "m": 1.0
    },
    {
     "p": 0.015503985807299614,
     "m": 1.0
    },
    {
     "p": 0.08750378340482712,
     "m": 1.0
    },
    {
     "p": 0.08371113240718842,
     "m": 1.0
    },
    {
     "p": 0.05332791805267334,
     "m": 1.0
    },
    {
     "p": 0.015597622841596603,
     "m": 1.0
    },
    {
     "p": 0.07290361076593399,
     "m": 1.0
    },
    {
     "p": 0.08642759174108505,
     "m": 1.0
    },
    {
     "p": 0.16393935680389404,
     "m": 1.0
    },
    {
     "p": 0.040313173085451126,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.2559120655059814,
   "val_loss": 0.7103651762008667,
   "acc": 72.42,
   "time": 324.79651287791785,
   "param": [
    {
     "p": 0.11083725094795227,
     "m": 1.0
    },
    {
     "p": 0.01574005000293255,
     "m": 1.0
    },
    {
     "p": 0.18229655921459198,
     "m": 1.0
    },
    {
     "p": 0.06602595001459122,
     "m": 1.0
    },
    {
     "p": 0.012345016933977604,
     "m": 1.0
    },
    {
     "p": 0.019919103011488914,
     "m": 1.0
    },
    {
     "p": 0.07514866441488266,
     "m": 1.0
    },
    {
     "p": 0.1019606813788414,
     "m": 1.0
    },
    {
     "p": 0.06055017188191414,
     "m": 1.0
    },
    {
     "p": 0.012208952568471432,
     "m": 1.0
    },
    {
     "p": 0.06662403792142868,
     "m": 1.0
    },
    {
     "p": 0.07455935329198837,
     "m": 1.0
    },
    {
     "p": 0.1673327535390854,
     "m": 1.0
    },
    {
     "p": 0.0344514399766922,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.5301671028137207,
   "val_loss": 0.8127339482307434,
   "acc": 72.69,
   "time": 325.00503028195817,
   "param": [
    {
     "p": 0.10405270010232925,
     "m": 1.0
    },
    {
     "p": 0.021336089819669724,
     "m": 1.0
    },
    {
     "p": 0.15235798060894012,
     "m": 1.0
    },
    {
     "p": 0.06081973761320114,
     "m": 1.0
    },
    {
     "p": 0.01004764623939991,
     "m": 1.0
    },
    {
     "p": 0.02593192085623741,
     "m": 1.0
    },
    {
     "p": 0.09846318513154984,
     "m": 1.0
    },
    {
     "p": 0.09837806224822998,
     "m": 1.0
    },
    {
     "p": 0.04383143410086632,
     "m": 1.0
    },
    {
     "p": 0.013388910330832005,
     "m": 1.0
    },
    {
     "p": 0.07358496636152267,
     "m": 1.0
    },
    {
     "p": 0.08430647850036621,
     "m": 1.0
    },
    {
     "p": 0.16428254544734955,
     "m": 1.0
    },
    {
     "p": 0.04921843484044075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.47626531124115,
   "val_loss": 0.7218061685562134,
   "acc": 71.7,
   "time": 314.16432329802774,
   "param": [
    {
     "p": 0.1191486269235611,
     "m": 1.0
    },
    {
     "p": 0.03002452850341797,
     "m": 1.0
    },
    {
     "p": 0.13987436890602112,
     "m": 1.0
    },
    {
     "p": 0.0714307352900505,
     "m": 1.0
    },
    {
     "p": 0.012758099474012852,
     "m": 1.0
    },
    {
     "p": 0.03634882718324661,
     "m": 1.0
    },
    {
     "p": 0.09061207622289658,
     "m": 1.0
    },
    {
     "p": 0.10283154994249344,
     "m": 1.0
    },
    {
     "p": 0.04677901789546013,
     "m": 1.0
    },
    {
     "p": 0.014535202644765377,
     "m": 1.0
    },
    {
     "p": 0.07715446501970291,
     "m": 1.0
    },
    {
     "p": 0.07126148790121078,
     "m": 1.0
    },
    {
     "p": 0.15452685952186584,
     "m": 1.0
    },
    {
     "p": 0.032714154571294785,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.2742376327514648,
   "val_loss": 0.7466034293174744,
   "acc": 72.84,
   "time": 325.4315865280805,
   "param": [
    {
     "p": 0.11603988707065582,
     "m": 1.0
    },
    {
     "p": 0.013283531181514263,
     "m": 1.0
    },
    {
     "p": 0.17375977337360382,
     "m": 1.0
    },
    {
     "p": 0.0524347685277462,
     "m": 1.0
    },
    {
     "p": 0.011744680814445019,
     "m": 1.0
    },
    {
     "p": 0.017417162656784058,
     "m": 1.0
    },
    {
     "p": 0.06723848730325699,
     "m": 1.0
    },
    {
     "p": 0.12760397791862488,
     "m": 1.0
    },
    {
     "p": 0.063750721514225,
     "m": 1.0
    },
    {
     "p": 0.015925437211990356,
     "m": 1.0
    },
    {
     "p": 0.07334323972463608,
     "m": 1.0
    },
    {
     "p": 0.06149826571345329,
     "m": 1.0
    },
    {
     "p": 0.17147235572338104,
     "m": 1.0
    },
    {
     "p": 0.03448769077658653,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.238685131072998,
   "val_loss": 0.9724254608154297,
   "acc": 73.08,
   "time": 319.9220600320259,
   "param": [
    {
     "p": 0.11208721250295639,
     "m": 1.0
    },
    {
     "p": 0.01992921158671379,
     "m": 1.0
    },
    {
     "p": 0.1841033697128296,
     "m": 1.0
    },
    {
     "p": 0.06707919389009476,
     "m": 1.0
    },
    {
     "p": 0.01809804141521454,
     "m": 1.0
    },
    {
     "p": 0.01719341240823269,
     "m": 1.0
    },
    {
     "p": 0.08605131506919861,
     "m": 1.0
    },
    {
     "p": 0.07123487442731857,
     "m": 1.0
    },
    {
     "p": 0.05311182513833046,
     "m": 1.0
    },
    {
     "p": 0.01295013353228569,
     "m": 1.0
    },
    {
     "p": 0.0734112337231636,
     "m": 1.0
    },
    {
     "p": 0.07982420176267624,
     "m": 1.0
    },
    {
     "p": 0.17404618859291077,
     "m": 1.0
    },
    {
     "p": 0.03087991662323475,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.6441733837127686,
   "val_loss": 0.8177691698074341,
   "acc": 72.26,
   "time": 317.6804872659268,
   "param": [
    {
     "p": 0.1216994896531105,
     "m": 1.0
    },
    {
     "p": 0.008917269296944141,
     "m": 1.0
    },
    {
     "p": 0.16657212376594543,
     "m": 1.0
    },
    {
     "p": 0.0764320120215416,
     "m": 1.0
    },
    {
     "p": 0.010182550176978111,
     "m": 1.0
    },
    {
     "p": 0.026235900819301605,
     "m": 1.0
    },
    {
     "p": 0.0773424357175827,
     "m": 1.0
    },
    {
     "p": 0.11471723020076752,
     "m": 1.0
    },
    {
     "p": 0.059402044862508774,
     "m": 1.0
    },
    {
     "p": 0.01378544420003891,
     "m": 1.0
    },
    {
     "p": 0.06542252004146576,
     "m": 1.0
    },
    {
     "p": 0.07861343771219254,
     "m": 1.0
    },
    {
     "p": 0.1446545422077179,
     "m": 1.0
    },
    {
     "p": 0.036022912710905075,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.3878145217895508,
   "val_loss": 0.8105204701423645,
   "acc": 72.67,
   "time": 339.54698491003364,
   "param": [
    {
     "p": 0.09481130540370941,
     "m": 1.0
    },
    {
     "p": 0.017352716997265816,
     "m": 1.0
    },
    {
     "p": 0.1715553253889084,
     "m": 1.0
    },
    {
     "p": 0.0802934318780899,
     "m": 1.0
    },
    {
     "p": 0.009833550080657005,
     "m": 1.0
    },
    {
     "p": 0.00869239866733551,
     "m": 1.0
    },
    {
     "p": 0.10003305971622467,
     "m": 1.0
    },
    {
     "p": 0.11395516246557236,
     "m": 1.0
    },
    {
     "p": 0.04935953766107559,
     "m": 1.0
    },
    {
     "p": 0.01826440915465355,
     "m": 1.0
    },
    {
     "p": 0.07561688870191574,
     "m": 1.0
    },
    {
     "p": 0.09094060957431793,
     "m": 1.0
    },
    {
     "p": 0.1348145455121994,
     "m": 1.0
    },
    {
     "p": 0.03447708860039711,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.5132899284362793,
   "val_loss": 0.7393515110015869,
   "acc": 71.87,
   "time": 326.38413135590963,
   "param": [
    {
     "p": 0.11422021687030792,
     "m": 1.0
    },
    {
     "p": 0.015983978286385536,
     "m": 1.0
    },
    {
     "p": 0.1473505049943924,
     "m": 1.0
    },
    {
     "p": 0.07309319078922272,
     "m": 1.0
    },
    {
     "p": 0.012605343014001846,
     "m": 1.0
    },
    {
     "p": 0.010409241542220116,
     "m": 1.0
    },
    {
     "p": 0.10216949880123138,
     "m": 1.0
    },
    {
     "p": 0.09906373918056488,
     "m": 1.0
    },
    {
     "p": 0.05216826871037483,
     "m": 1.0
    },
    {
     "p": 0.015537761151790619,
     "m": 1.0
    },
    {
     "p": 0.08132555335760117,
     "m": 1.0
    },
    {
     "p": 0.08397181332111359,
     "m": 1.0
    },
    {
     "p": 0.15116271376609802,
     "m": 1.0
    },
    {
     "p": 0.04093821346759796,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.2804594039916992,
   "val_loss": 0.8960191607475281,
   "acc": 71.73,
   "time": 318.55468686809763,
   "param": [
    {
     "p": 0.11388396471738815,
     "m": 1.0
    },
    {
     "p": 0.01678059995174408,
     "m": 1.0
    },
    {
     "p": 0.16195610165596008,
     "m": 1.0
    },
    {
     "p": 0.07590491324663162,
     "m": 1.0
    },
    {
     "p": 0.0007062737713567913,
     "m": 1.0
    },
    {
     "p": 0.007818872109055519,
     "m": 1.0
    },
    {
     "p": 0.10222021490335464,
     "m": 1.0
    },
    {
     "p": 0.12776118516921997,
     "m": 1.0
    },
    {
     "p": 0.0328453965485096,
     "m": 1.0
    },
    {
     "p": 0.017290392890572548,
     "m": 1.0
    },
    {
     "p": 0.072862409055233,
     "m": 1.0
    },
    {
     "p": 0.07744486629962921,
     "m": 1.0
    },
    {
     "p": 0.15262678265571594,
     "m": 1.0
    },
    {
     "p": 0.0398980975151062,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.512131929397583,
   "val_loss": 0.6355396509170532,
   "acc": 72.86,
   "time": 314.18375492596533,
   "param": [
    {
     "p": 0.11668861657381058,
     "m": 1.0
    },
    {
     "p": 0.014880964532494545,
     "m": 1.0
    },
    {
     "p": 0.15612061321735382,
     "m": 1.0
    },
    {
     "p": 0.07780322432518005,
     "m": 1.0
    },
    {
     "p": 0.015771761536598206,
     "m": 1.0
    },
    {
     "p": 0.015470219776034355,
     "m": 1.0
    },
    {
     "p": 0.08210386335849762,
     "m": 1.0
    },
    {
     "p": 0.11153121292591095,
     "m": 1.0
    },
    {
     "p": 0.05799620971083641,
     "m": 1.0
    },
    {
     "p": 0.016234135255217552,
     "m": 1.0
    },
    {
     "p": 0.07428043335676193,
     "m": 1.0
    },
    {
     "p": 0.070807084441185,
     "m": 1.0
    },
    {
     "p": 0.1570098102092743,
     "m": 1.0
    },
    {
     "p": 0.03330184519290924,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.1839404106140137,
   "val_loss": 0.7921812534332275,
   "acc": 72.32,
   "time": 319.72547269193456,
   "param": [
    {
     "p": 0.11478766053915024,
     "m": 1.0
    },
    {
     "p": 0.010860387235879898,
     "m": 1.0
    },
    {
     "p": 0.15799716114997864,
     "m": 1.0
    },
    {
     "p": 0.09223589301109314,
     "m": 1.0
    },
    {
     "p": 0.006796483416110277,
     "m": 1.0
    },
    {
     "p": 0.010883545503020287,
     "m": 1.0
    },
    {
     "p": 0.08503951877355576,
     "m": 1.0
    },
    {
     "p": 0.10683418810367584,
     "m": 1.0
    },
    {
     "p": 0.05113087221980095,
     "m": 1.0
    },
    {
     "p": 0.027508070692420006,
     "m": 1.0
    },
    {
     "p": 0.08061611652374268,
     "m": 1.0
    },
    {
     "p": 0.0805356428027153,
     "m": 1.0
    },
    {
     "p": 0.13680040836334229,
     "m": 1.0
    },
    {
     "p": 0.03797409310936928,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.208520531654358,
   "val_loss": 0.7772260308265686,
   "acc": 73.27,
   "time": 323.2654476800235,
   "param": [
    {
     "p": 0.12446209043264389,
     "m": 1.0
    },
    {
     "p": 0.012256167829036713,
     "m": 1.0
    },
    {
     "p": 0.16854991018772125,
     "m": 1.0
    },
    {
     "p": 0.07118533551692963,
     "m": 1.0
    },
    {
     "p": 0.01554090715944767,
     "m": 1.0
    },
    {
     "p": 0.016256144270300865,
     "m": 1.0
    },
    {
     "p": 0.09208762645721436,
     "m": 1.0
    },
    {
     "p": 0.10602415353059769,
     "m": 1.0
    },
    {
     "p": 0.06298937648534775,
     "m": 1.0
    },
    {
     "p": 0.010348048992455006,
     "m": 1.0
    },
    {
     "p": 0.07494883984327316,
     "m": 1.0
    },
    {
     "p": 0.085910864174366,
     "m": 1.0
    },
    {
     "p": 0.1514097899198532,
     "m": 1.0
    },
    {
     "p": 0.0080307237803936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.285050392150879,
   "val_loss": 0.7894861698150635,
   "acc": 73.15,
   "time": 326.6293116409797,
   "param": [
    {
     "p": 0.12269870936870575,
     "m": 1.0
    },
    {
     "p": 0.038884758949279785,
     "m": 1.0
    },
    {
     "p": 0.15008606016635895,
     "m": 1.0
    },
    {
     "p": 0.07783038169145584,
     "m": 1.0
    },
    {
     "p": 0.012261707335710526,
     "m": 1.0
    },
    {
     "p": 0.007855037227272987,
     "m": 1.0
    },
    {
     "p": 0.09007851779460907,
     "m": 1.0
    },
    {
     "p": 0.10202541947364807,
     "m": 1.0
    },
    {
     "p": 0.05368991941213608,
     "m": 1.0
    },
    {
     "p": 0.01643787883222103,
     "m": 1.0
    },
    {
     "p": 0.07765456289052963,
     "m": 1.0
    },
    {
     "p": 0.08069930970668793,
     "m": 1.0
    },
    {
     "p": 0.16250751912593842,
     "m": 1.0
    },
    {
     "p": 0.007290204055607319,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.42720627784729,
   "val_loss": 0.7718258500099182,
   "acc": 72.92,
   "time": 321.2858876399696,
   "param": [
    {
     "p": 0.10432049632072449,
     "m": 1.0
    },
    {
     "p": 0.015160934999585152,
     "m": 1.0
    },
    {
     "p": 0.1505894958972931,
     "m": 1.0
    },
    {
     "p": 0.07666683197021484,
     "m": 1.0
    },
    {
     "p": 0.013233504258096218,
     "m": 1.0
    },
    {
     "p": 0.02401737868785858,
     "m": 1.0
    },
    {
     "p": 0.10574580729007721,
     "m": 1.0
    },
    {
     "p": 0.08893541246652603,
     "m": 1.0
    },
    {
     "p": 0.05714009329676628,
     "m": 1.0
    },
    {
     "p": 0.01695745252072811,
     "m": 1.0
    },
    {
     "p": 0.06830568611621857,
     "m": 1.0
    },
    {
     "p": 0.08887273073196411,
     "m": 1.0
    },
    {
     "p": 0.16140447556972504,
     "m": 1.0
    },
    {
     "p": 0.028649814426898956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.9674639701843262,
   "val_loss": 0.7881196737289429,
   "acc": 72.47,
   "time": 315.1948707420379,
   "param": [
    {
     "p": 0.12394845485687256,
     "m": 1.0
    },
    {
     "p": 0.016098393127322197,
     "m": 1.0
    },
    {
     "p": 0.15104185044765472,
     "m": 1.0
    },
    {
     "p": 0.07953052967786789,
     "m": 1.0
    },
    {
     "p": 0.012435216456651688,
     "m": 1.0
    },
    {
     "p": 0.010066229850053787,
     "m": 1.0
    },
    {
     "p": 0.09092086553573608,
     "m": 1.0
    },
    {
     "p": 0.10299847275018692,
     "m": 1.0
    },
    {
     "p": 0.061492469161748886,
     "m": 1.0
    },
    {
     "p": 0.018998824059963226,
     "m": 1.0
    },
    {
     "p": 0.07406123727560043,
     "m": 1.0
    },
    {
     "p": 0.07398936152458191,
     "m": 1.0
    },
    {
     "p": 0.1575336903333664,
     "m": 1.0
    },
    {
     "p": 0.026884377002716064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.9633063077926636,
   "val_loss": 0.8023163080215454,
   "acc": 73.34,
   "time": 313.8161708279513,
   "param": [
    {
     "p": 0.11925234645605087,
     "m": 1.0
    },
    {
     "p": 0.008356011472642422,
     "m": 1.0
    },
    {
     "p": 0.1619669497013092,
     "m": 1.0
    },
    {
     "p": 0.08432748913764954,
     "m": 1.0
    },
    {
     "p": 0.005482046864926815,
     "m": 1.0
    },
    {
     "p": 0.010243437252938747,
     "m": 1.0
    },
    {
     "p": 0.0911865159869194,
     "m": 1.0
    },
    {
     "p": 0.08923995494842529,
     "m": 1.0
    },
    {
     "p": 0.06412055343389511,
     "m": 1.0
    },
    {
     "p": 0.020692897960543633,
     "m": 1.0
    },
    {
     "p": 0.08044153451919556,
     "m": 1.0
    },
    {
     "p": 0.09355557709932327,
     "m": 1.0
    },
    {
     "p": 0.15826334059238434,
     "m": 1.0
    },
    {
     "p": 0.012871253304183483,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.2566776275634766,
   "val_loss": 0.8205662369728088,
   "acc": 73.02,
   "time": 302.63496694201604,
   "param": [
    {
     "p": 0.14416033029556274,
     "m": 1.0
    },
    {
     "p": 0.014346971176564693,
     "m": 1.0
    },
    {
     "p": 0.13611672818660736,
     "m": 1.0
    },
    {
     "p": 0.09090273827314377,
     "m": 1.0
    },
    {
     "p": 0.032914768904447556,
     "m": 1.0
    },
    {
     "p": 0.007077511865645647,
     "m": 1.0
    },
    {
     "p": 0.08823616057634354,
     "m": 1.0
    },
    {
     "p": 0.1114870086312294,
     "m": 1.0
    },
    {
     "p": 0.044509731233119965,
     "m": 1.0
    },
    {
     "p": 0.019903339445590973,
     "m": 1.0
    },
    {
     "p": 0.07742510735988617,
     "m": 1.0
    },
    {
     "p": 0.08479147404432297,
     "m": 1.0
    },
    {
     "p": 0.1369357705116272,
     "m": 1.0
    },
    {
     "p": 0.011192293837666512,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.5880383253097534,
   "val_loss": 0.7965164184570312,
   "acc": 72.43,
   "time": 308.41170208796393,
   "param": [
    {
     "p": 0.12467445433139801,
     "m": 1.0
    },
    {
     "p": 0.06805044412612915,
     "m": 1.0
    },
    {
     "p": 0.15618333220481873,
     "m": 1.0
    },
    {
     "p": 0.07618256658315659,
     "m": 1.0
    },
    {
     "p": 0.01714855618774891,
     "m": 1.0
    },
    {
     "p": 0.004652209114283323,
     "m": 1.0
    },
    {
     "p": 0.07463161647319794,
     "m": 1.0
    },
    {
     "p": 0.10039787739515305,
     "m": 1.0
    },
    {
     "p": 0.05345616117119789,
     "m": 1.0
    },
    {
     "p": 0.0204607043415308,
     "m": 1.0
    },
    {
     "p": 0.07736193388700485,
     "m": 1.0
    },
    {
     "p": 0.07336319237947464,
     "m": 1.0
    },
    {
     "p": 0.14220649003982544,
     "m": 1.0
    },
    {
     "p": 0.011230573058128357,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.285186529159546,
   "val_loss": 0.8720679879188538,
   "acc": 73.24,
   "time": 303.6785256760195,
   "param": [
    {
     "p": 0.10557956248521805,
     "m": 1.0
    },
    {
     "p": 0.012310597114264965,
     "m": 1.0
    },
    {
     "p": 0.1599762737751007,
     "m": 1.0
    },
    {
     "p": 0.08784735947847366,
     "m": 1.0
    },
    {
     "p": 0.017572209239006042,
     "m": 1.0
    },
    {
     "p": 0.0089194905012846,
     "m": 1.0
    },
    {
     "p": 0.0910656675696373,
     "m": 1.0
    },
    {
     "p": 0.10930076241493225,
     "m": 1.0
    },
    {
     "p": 0.06305503845214844,
     "m": 1.0
    },
    {
     "p": 0.0264611653983593,
     "m": 1.0
    },
    {
     "p": 0.08597680181264877,
     "m": 1.0
    },
    {
     "p": 0.08290966600179672,
     "m": 1.0
    },
    {
     "p": 0.13453254103660583,
     "m": 1.0
    },
    {
     "p": 0.014492804184556007,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.9784510135650635,
   "val_loss": 0.9462754130363464,
   "acc": 72.68,
   "time": 308.79111593798734,
   "param": [
    {
     "p": 0.1262185126543045,
     "m": 1.0
    },
    {
     "p": 0.01624702662229538,
     "m": 1.0
    },
    {
     "p": 0.14678913354873657,
     "m": 1.0
    },
    {
     "p": 0.08332010358572006,
     "m": 1.0
    },
    {
     "p": 0.00828369241207838,
     "m": 1.0
    },
    {
     "p": 0.009561953134834766,
     "m": 1.0
    },
    {
     "p": 0.08534366637468338,
     "m": 1.0
    },
    {
     "p": 0.10147982090711594,
     "m": 1.0
    },
    {
     "p": 0.06411132216453552,
     "m": 1.0
    },
    {
     "p": 0.020070936530828476,
     "m": 1.0
    },
    {
     "p": 0.0909586176276207,
     "m": 1.0
    },
    {
     "p": 0.08400892466306686,
     "m": 1.0
    },
    {
     "p": 0.15475033223628998,
     "m": 1.0
    },
    {
     "p": 0.008856073953211308,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.404414415359497,
   "val_loss": 0.7980214953422546,
   "acc": 72.37,
   "time": 302.84544307994656,
   "param": [
    {
     "p": 0.12996530532836914,
     "m": 1.0
    },
    {
     "p": 0.012703792192041874,
     "m": 1.0
    },
    {
     "p": 0.15133479237556458,
     "m": 1.0
    },
    {
     "p": 0.07667826116085052,
     "m": 1.0
    },
    {
     "p": 0.011742412112653255,
     "m": 1.0
    },
    {
     "p": 0.006329732481390238,
     "m": 1.0
    },
    {
     "p": 0.09432877600193024,
     "m": 1.0
    },
    {
     "p": 0.11558554321527481,
     "m": 1.0
    },
    {
     "p": 0.06798093020915985,
     "m": 1.0
    },
    {
     "p": 0.020395560190081596,
     "m": 1.0
    },
    {
     "p": 0.07471953332424164,
     "m": 1.0
    },
    {
     "p": 0.08013179153203964,
     "m": 1.0
    },
    {
     "p": 0.14888733625411987,
     "m": 1.0
    },
    {
     "p": 0.009216171689331532,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.0017269849777222,
   "val_loss": 0.8173293471336365,
   "acc": 71.63,
   "time": 307.10177156096324,
   "param": [
    {
     "p": 0.12565995752811432,
     "m": 1.0
    },
    {
     "p": 0.014562340453267097,
     "m": 1.0
    },
    {
     "p": 0.1492488980293274,
     "m": 1.0
    },
    {
     "p": 0.0835670530796051,
     "m": 1.0
    },
    {
     "p": 0.013006262481212616,
     "m": 1.0
    },
    {
     "p": 0.010217083618044853,
     "m": 1.0
    },
    {
     "p": 0.08179774135351181,
     "m": 1.0
    },
    {
     "p": 0.10475759208202362,
     "m": 1.0
    },
    {
     "p": 0.056844670325517654,
     "m": 1.0
    },
    {
     "p": 0.019182570278644562,
     "m": 1.0
    },
    {
     "p": 0.08635015040636063,
     "m": 1.0
    },
    {
     "p": 0.08617379516363144,
     "m": 1.0
    },
    {
     "p": 0.1571214348077774,
     "m": 1.0
    },
    {
     "p": 0.011510445736348629,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.4785341024398804,
   "val_loss": 0.6671441197395325,
   "acc": 73.16,
   "time": 302.98649860394653,
   "param": [
    {
     "p": 0.11268496513366699,
     "m": 1.0
    },
    {
     "p": 0.012628262862563133,
     "m": 1.0
    },
    {
     "p": 0.14465025067329407,
     "m": 1.0
    },
    {
     "p": 0.08388347923755646,
     "m": 1.0
    },
    {
     "p": 0.010610105469822884,
     "m": 1.0
    },
    {
     "p": 0.007816087454557419,
     "m": 1.0
    },
    {
     "p": 0.09140880405902863,
     "m": 1.0
    },
    {
     "p": 0.08413538336753845,
     "m": 1.0
    },
    {
     "p": 0.06944140046834946,
     "m": 1.0
    },
    {
     "p": 0.02163892611861229,
     "m": 1.0
    },
    {
     "p": 0.072626031935215,
     "m": 1.0
    },
    {
     "p": 0.09385520964860916,
     "m": 1.0
    },
    {
     "p": 0.13712236285209656,
     "m": 1.0
    },
    {
     "p": 0.057498764246702194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.099924087524414,
   "val_loss": 0.7906677722930908,
   "acc": 72.37,
   "time": 306.3070866269991,
   "param": [
    {
     "p": 0.12514086067676544,
     "m": 1.0
    },
    {
     "p": 0.01143100205808878,
     "m": 1.0
    },
    {
     "p": 0.13913391530513763,
     "m": 1.0
    },
    {
     "p": 0.07841528207063675,
     "m": 1.0
    },
    {
     "p": 0.009105675853788853,
     "m": 1.0
    },
    {
     "p": 0.015494588762521744,
     "m": 1.0
    },
    {
     "p": 0.09136229753494263,
     "m": 1.0
    },
    {
     "p": 0.09790012985467911,
     "m": 1.0
    },
    {
     "p": 0.06960026174783707,
     "m": 1.0
    },
    {
     "p": 0.017202777788043022,
     "m": 1.0
    },
    {
     "p": 0.09350595623254776,
     "m": 1.0
    },
    {
     "p": 0.07948818802833557,
     "m": 1.0
    },
    {
     "p": 0.15692181885242462,
     "m": 1.0
    },
    {
     "p": 0.015297210775315762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.170822024345398,
   "val_loss": 0.9211401343345642,
   "acc": 72.88,
   "time": 301.68899946298916,
   "param": [
    {
     "p": 0.11592665314674377,
     "m": 1.0
    },
    {
     "p": 0.01641278900206089,
     "m": 1.0
    },
    {
     "p": 0.14516685903072357,
     "m": 1.0
    },
    {
     "p": 0.09323445707559586,
     "m": 1.0
    },
    {
     "p": 0.014066359959542751,
     "m": 1.0
    },
    {
     "p": 0.010639158077538013,
     "m": 1.0
    },
    {
     "p": 0.09554135799407959,
     "m": 1.0
    },
    {
     "p": 0.08146489411592484,
     "m": 1.0
    },
    {
     "p": 0.0731612965464592,
     "m": 1.0
    },
    {
     "p": 0.018401531502604485,
     "m": 1.0
    },
    {
     "p": 0.07549066096544266,
     "m": 1.0
    },
    {
     "p": 0.08342479169368744,
     "m": 1.0
    },
    {
     "p": 0.14730295538902283,
     "m": 1.0
    },
    {
     "p": 0.02976628765463829,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.31714928150177,
   "val_loss": 0.7599842548370361,
   "acc": 73.1,
   "time": 301.5729065129999,
   "param": [
    {
     "p": 0.1077236458659172,
     "m": 1.0
    },
    {
     "p": 0.012944615446031094,
     "m": 1.0
    },
    {
     "p": 0.1412128359079361,
     "m": 1.0
    },
    {
     "p": 0.08305776119232178,
     "m": 1.0
    },
    {
     "p": 0.002455184468999505,
     "m": 1.0
    },
    {
     "p": 0.0157945454120636,
     "m": 1.0
    },
    {
     "p": 0.09510888159275055,
     "m": 1.0
    },
    {
     "p": 0.09165505319833755,
     "m": 1.0
    },
    {
     "p": 0.06844451278448105,
     "m": 1.0
    },
    {
     "p": 0.023524655029177666,
     "m": 1.0
    },
    {
     "p": 0.08475806564092636,
     "m": 1.0
    },
    {
     "p": 0.10572672635316849,
     "m": 1.0
    },
    {
     "p": 0.15277181565761566,
     "m": 1.0
    },
    {
     "p": 0.01482174638658762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.4551725387573242,
   "val_loss": 0.7786267995834351,
   "acc": 73.61,
   "time": 293.7611784079345,
   "param": [
    {
     "p": 0.11599162220954895,
     "m": 1.0
    },
    {
     "p": 0.013367404229938984,
     "m": 1.0
    },
    {
     "p": 0.12828542292118073,
     "m": 1.0
    },
    {
     "p": 0.09254952520132065,
     "m": 1.0
    },
    {
     "p": 0.06404664367437363,
     "m": 1.0
    },
    {
     "p": 0.009564550593495369,
     "m": 1.0
    },
    {
     "p": 0.08361070603132248,
     "m": 1.0
    },
    {
     "p": 0.10520660877227783,
     "m": 1.0
    },
    {
     "p": 0.06840196996927261,
     "m": 1.0
    },
    {
     "p": 0.018743053078651428,
     "m": 1.0
    },
    {
     "p": 0.06173330172896385,
     "m": 1.0
    },
    {
     "p": 0.09346622973680496,
     "m": 1.0
    },
    {
     "p": 0.13600598275661469,
     "m": 1.0
    },
    {
     "p": 0.009026876650750637,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.1934734582901,
   "val_loss": 0.9420738816261292,
   "acc": 73.44,
   "time": 306.03195593098644,
   "param": [
    {
     "p": 0.10069923847913742,
     "m": 1.0
    },
    {
     "p": 0.03454184532165527,
     "m": 1.0
    },
    {
     "p": 0.14110758900642395,
     "m": 1.0
    },
    {
     "p": 0.06640659272670746,
     "m": 1.0
    },
    {
     "p": 0.00986083596944809,
     "m": 1.0
    },
    {
     "p": 0.005195160396397114,
     "m": 1.0
    },
    {
     "p": 0.102140873670578,
     "m": 1.0
    },
    {
     "p": 0.1075734794139862,
     "m": 1.0
    },
    {
     "p": 0.07038559764623642,
     "m": 1.0
    },
    {
     "p": 0.02153264544904232,
     "m": 1.0
    },
    {
     "p": 0.08174435794353485,
     "m": 1.0
    },
    {
     "p": 0.09713425487279892,
     "m": 1.0
    },
    {
     "p": 0.14955735206604004,
     "m": 1.0
    },
    {
     "p": 0.012120145373046398,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.1480377912521362,
   "val_loss": 0.7274394035339355,
   "acc": 73.02,
   "time": 316.4926366410218,
   "param": [
    {
     "p": 0.13512302935123444,
     "m": 1.0
    },
    {
     "p": 0.002078138291835785,
     "m": 1.0
    },
    {
     "p": 0.16035564243793488,
     "m": 1.0
    },
    {
     "p": 0.06366937607526779,
     "m": 1.0
    },
    {
     "p": 0.0046309069730341434,
     "m": 1.0
    },
    {
     "p": 0.016268011182546616,
     "m": 1.0
    },
    {
     "p": 0.10644843429327011,
     "m": 1.0
    },
    {
     "p": 0.11897731572389603,
     "m": 1.0
    },
    {
     "p": 0.05893862247467041,
     "m": 1.0
    },
    {
     "p": 0.028187807649374008,
     "m": 1.0
    },
    {
     "p": 0.0732426568865776,
     "m": 1.0
    },
    {
     "p": 0.08751575648784637,
     "m": 1.0
    },
    {
     "p": 0.13155335187911987,
     "m": 1.0
    },
    {
     "p": 0.013010862283408642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.102169394493103,
   "val_loss": 0.7807692289352417,
   "acc": 73.64,
   "time": 300.4748595240526,
   "param": [
    {
     "p": 0.10774876922369003,
     "m": 1.0
    },
    {
     "p": 0.006851903162896633,
     "m": 1.0
    },
    {
     "p": 0.14845511317253113,
     "m": 1.0
    },
    {
     "p": 0.09231624752283096,
     "m": 1.0
    },
    {
     "p": 0.010375834070146084,
     "m": 1.0
    },
    {
     "p": 0.017381111159920692,
     "m": 1.0
    },
    {
     "p": 0.09395461529493332,
     "m": 1.0
    },
    {
     "p": 0.11078358441591263,
     "m": 1.0
    },
    {
     "p": 0.059328824281692505,
     "m": 1.0
    },
    {
     "p": 0.010573025792837143,
     "m": 1.0
    },
    {
     "p": 0.09908245503902435,
     "m": 1.0
    },
    {
     "p": 0.09195932745933533,
     "m": 1.0
    },
    {
     "p": 0.14140918850898743,
     "m": 1.0
    },
    {
     "p": 0.009779983200132847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.2113875150680542,
   "val_loss": 0.8621301054954529,
   "acc": 73.1,
   "time": 306.27052681089845,
   "param": [
    {
     "p": 0.12899960577487946,
     "m": 1.0
    },
    {
     "p": 0.007850680500268936,
     "m": 1.0
    },
    {
     "p": 0.150090754032135,
     "m": 1.0
    },
    {
     "p": 0.08314231783151627,
     "m": 1.0
    },
    {
     "p": 0.003835226409137249,
     "m": 1.0
    },
    {
     "p": 0.009486708790063858,
     "m": 1.0
    },
    {
     "p": 0.0891338661313057,
     "m": 1.0
    },
    {
     "p": 0.11735501885414124,
     "m": 1.0
    },
    {
     "p": 0.07199590653181076,
     "m": 1.0
    },
    {
     "p": 0.016288738697767258,
     "m": 1.0
    },
    {
     "p": 0.09570305794477463,
     "m": 1.0
    },
    {
     "p": 0.09144051373004913,
     "m": 1.0
    },
    {
     "p": 0.12419331073760986,
     "m": 1.0
    },
    {
     "p": 0.010484381578862667,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.2019895315170288,
   "val_loss": 0.7998033761978149,
   "acc": 73.36,
   "time": 299.92866085097194,
   "param": [
    {
     "p": 0.11375782638788223,
     "m": 1.0
    },
    {
     "p": 0.008786228485405445,
     "m": 1.0
    },
    {
     "p": 0.13316428661346436,
     "m": 1.0
    },
    {
     "p": 0.07411078363656998,
     "m": 1.0
    },
    {
     "p": 0.007667109370231628,
     "m": 1.0
    },
    {
     "p": 0.009677387773990631,
     "m": 1.0
    },
    {
     "p": 0.1040223240852356,
     "m": 1.0
    },
    {
     "p": 0.11125157028436661,
     "m": 1.0
    },
    {
     "p": 0.07749494910240173,
     "m": 1.0
    },
    {
     "p": 0.026057254523038864,
     "m": 1.0
    },
    {
     "p": 0.08782102912664413,
     "m": 1.0
    },
    {
     "p": 0.11066409945487976,
     "m": 1.0
    },
    {
     "p": 0.12763293087482452,
     "m": 1.0
    },
    {
     "p": 0.007892265915870667,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.276656150817871,
   "val_loss": 0.7291783094406128,
   "acc": 73.49,
   "time": 304.11829144204967,
   "param": [
    {
     "p": 0.10711100697517395,
     "m": 1.0
    },
    {
     "p": 0.007586395367980003,
     "m": 1.0
    },
    {
     "p": 0.14368169009685516,
     "m": 1.0
    },
    {
     "p": 0.07238655537366867,
     "m": 1.0
    },
    {
     "p": 0.007900108583271503,
     "m": 1.0
    },
    {
     "p": 0.01183538231998682,
     "m": 1.0
    },
    {
     "p": 0.08973434567451477,
     "m": 1.0
    },
    {
     "p": 0.09583944082260132,
     "m": 1.0
    },
    {
     "p": 0.07773394137620926,
     "m": 1.0
    },
    {
     "p": 0.024256525561213493,
     "m": 1.0
    },
    {
     "p": 0.1082267239689827,
     "m": 1.0
    },
    {
     "p": 0.10433656722307205,
     "m": 1.0
    },
    {
     "p": 0.13717436790466309,
     "m": 1.0
    },
    {
     "p": 0.012196972034871578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.078607201576233,
   "val_loss": 0.8548844456672668,
   "acc": 72.38,
   "time": 303.6345417400589,
   "param": [
    {
     "p": 0.11241041868925095,
     "m": 1.0
    },
    {
     "p": 0.0028240412939339876,
     "m": 1.0
    },
    {
     "p": 0.125569149851799,
     "m": 1.0
    },
    {
     "p": 0.09022914618253708,
     "m": 1.0
    },
    {
     "p": 0.013050103560090065,
     "m": 1.0
    },
    {
     "p": 0.008773584850132465,
     "m": 1.0
    },
    {
     "p": 0.09825790673494339,
     "m": 1.0
    },
    {
     "p": 0.11686789989471436,
     "m": 1.0
    },
    {
     "p": 0.06748095899820328,
     "m": 1.0
    },
    {
     "p": 0.0240777637809515,
     "m": 1.0
    },
    {
     "p": 0.08617521077394485,
     "m": 1.0
    },
    {
     "p": 0.10383312404155731,
     "m": 1.0
    },
    {
     "p": 0.13690400123596191,
     "m": 1.0
    },
    {
     "p": 0.013546686619520187,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.291921615600586,
   "val_loss": 0.9594271779060364,
   "acc": 72.84,
   "time": 298.90121872897726,
   "param": [
    {
     "p": 0.12936614453792572,
     "m": 1.0
    },
    {
     "p": 0.009723085910081863,
     "m": 1.0
    },
    {
     "p": 0.1437055915594101,
     "m": 1.0
    },
    {
     "p": 0.09220945835113525,
     "m": 1.0
    },
    {
     "p": 0.008352180942893028,
     "m": 1.0
    },
    {
     "p": 0.009112066589295864,
     "m": 1.0
    },
    {
     "p": 0.08196651190519333,
     "m": 1.0
    },
    {
     "p": 0.11449583619832993,
     "m": 1.0
    },
    {
     "p": 0.07192420959472656,
     "m": 1.0
    },
    {
     "p": 0.023372763767838478,
     "m": 1.0
    },
    {
     "p": 0.07951468974351883,
     "m": 1.0
    },
    {
     "p": 0.10322321206331253,
     "m": 1.0
    },
    {
     "p": 0.11710449308156967,
     "m": 1.0
    },
    {
     "p": 0.015929821878671646,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.4271801710128784,
   "val_loss": 0.8853105902671814,
   "acc": 72.17,
   "time": 300.78378090204205,
   "param": [
    {
     "p": 0.12113124877214432,
     "m": 1.0
    },
    {
     "p": 0.006931229028850794,
     "m": 1.0
    },
    {
     "p": 0.12958207726478577,
     "m": 1.0
    },
    {
     "p": 0.08824708312749863,
     "m": 1.0
    },
    {
     "p": 0.007975791580975056,
     "m": 1.0
    },
    {
     "p": 0.01158137060701847,
     "m": 1.0
    },
    {
     "p": 0.10675406455993652,
     "m": 1.0
    },
    {
     "p": 0.10379168391227722,
     "m": 1.0
    },
    {
     "p": 0.05826253443956375,
     "m": 1.0
    },
    {
     "p": 0.030467573553323746,
     "m": 1.0
    },
    {
     "p": 0.09253758192062378,
     "m": 1.0
    },
    {
     "p": 0.08438583463430405,
     "m": 1.0
    },
    {
     "p": 0.1458105891942978,
     "m": 1.0
    },
    {
     "p": 0.012541472911834717,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.1057446002960205,
   "val_loss": 0.9102956056594849,
   "acc": 72.86,
   "time": 306.6073099760106,
   "param": [
    {
     "p": 0.10383670032024384,
     "m": 1.0
    },
    {
     "p": 0.00973942968994379,
     "m": 1.0
    },
    {
     "p": 0.11765794456005096,
     "m": 1.0
    },
    {
     "p": 0.08968325704336166,
     "m": 1.0
    },
    {
     "p": 0.010889981873333454,
     "m": 1.0
    },
    {
     "p": 0.012018750421702862,
     "m": 1.0
    },
    {
     "p": 0.10673928260803223,
     "m": 1.0
    },
    {
     "p": 0.1133175790309906,
     "m": 1.0
    },
    {
     "p": 0.0722871795296669,
     "m": 1.0
    },
    {
     "p": 0.023032154887914658,
     "m": 1.0
    },
    {
     "p": 0.10520785301923752,
     "m": 1.0
    },
    {
     "p": 0.08286957442760468,
     "m": 1.0
    },
    {
     "p": 0.13675396144390106,
     "m": 1.0
    },
    {
     "p": 0.015966398641467094,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.9951731562614441,
   "val_loss": 0.7613471150398254,
   "acc": 73.89,
   "time": 298.92131995700765,
   "param": [
    {
     "p": 0.11130548268556595,
     "m": 1.0
    },
    {
     "p": 0.007995035499334335,
     "m": 1.0
    },
    {
     "p": 0.13295608758926392,
     "m": 1.0
    },
    {
     "p": 0.10202187299728394,
     "m": 1.0
    },
    {
     "p": 0.008398541249334812,
     "m": 1.0
    },
    {
     "p": 0.010289759375154972,
     "m": 1.0
    },
    {
     "p": 0.08371371775865555,
     "m": 1.0
    },
    {
     "p": 0.11253131926059723,
     "m": 1.0
    },
    {
     "p": 0.08218131214380264,
     "m": 1.0
    },
    {
     "p": 0.021153490990400314,
     "m": 1.0
    },
    {
     "p": 0.08646272867918015,
     "m": 1.0
    },
    {
     "p": 0.10551928728818893,
     "m": 1.0
    },
    {
     "p": 0.1257069855928421,
     "m": 1.0
    },
    {
     "p": 0.009764346294105053,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.9292961359024048,
   "val_loss": 0.6285194754600525,
   "acc": 73.42,
   "time": 302.77900277194567,
   "param": [
    {
     "p": 0.1252928078174591,
     "m": 1.0
    },
    {
     "p": 0.007282947190105915,
     "m": 1.0
    },
    {
     "p": 0.1387830525636673,
     "m": 1.0
    },
    {
     "p": 0.07518932968378067,
     "m": 1.0
    },
    {
     "p": 0.010680312290787697,
     "m": 1.0
    },
    {
     "p": 0.009371471591293812,
     "m": 1.0
    },
    {
     "p": 0.10094254463911057,
     "m": 1.0
    },
    {
     "p": 0.10420938581228256,
     "m": 1.0
    },
    {
     "p": 0.0758504718542099,
     "m": 1.0
    },
    {
     "p": 0.026514511555433273,
     "m": 1.0
    },
    {
     "p": 0.08425655961036682,
     "m": 1.0
    },
    {
     "p": 0.10280156880617142,
     "m": 1.0
    },
    {
     "p": 0.12069442868232727,
     "m": 1.0
    },
    {
     "p": 0.018130671232938766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 151,
   "train_loss": 1.2901298999786377,
   "val_loss": 0.7863839268684387,
   "acc": 72.84,
   "time": 297.4366975829471,
   "param": [
    {
     "p": 0.11275303363800049,
     "m": 1.0
    },
    {
     "p": 0.011574259027838707,
     "m": 1.0
    },
    {
     "p": 0.1273055076599121,
     "m": 1.0
    },
    {
     "p": 0.09336800128221512,
     "m": 1.0
    },
    {
     "p": 0.011610792018473148,
     "m": 1.0
    },
    {
     "p": 0.01239104475826025,
     "m": 1.0
    },
    {
     "p": 0.09243381768465042,
     "m": 1.0
    },
    {
     "p": 0.11300918459892273,
     "m": 1.0
    },
    {
     "p": 0.07189435511827469,
     "m": 1.0
    },
    {
     "p": 0.01489944476634264,
     "m": 1.0
    },
    {
     "p": 0.08034048229455948,
     "m": 1.0
    },
    {
     "p": 0.10288884490728378,
     "m": 1.0
    },
    {
     "p": 0.14298632740974426,
     "m": 1.0
    },
    {
     "p": 0.012544852681457996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 152,
   "train_loss": 1.2812694311141968,
   "val_loss": 0.7745307683944702,
   "acc": 72.08,
   "time": 315.2235323630739,
   "param": [
    {
     "p": 0.13739822804927826,
     "m": 1.0
    },
    {
     "p": 0.015937333926558495,
     "m": 1.0
    },
    {
     "p": 0.10977267473936081,
     "m": 1.0
    },
    {
     "p": 0.09304541349411011,
     "m": 1.0
    },
    {
     "p": 0.008734436705708504,
     "m": 1.0
    },
    {
     "p": 0.011713103391230106,
     "m": 1.0
    },
    {
     "p": 0.10148439556360245,
     "m": 1.0
    },
    {
     "p": 0.09463540464639664,
     "m": 1.0
    },
    {
     "p": 0.08170420676469803,
     "m": 1.0
    },
    {
     "p": 0.03258625045418739,
     "m": 1.0
    },
    {
     "p": 0.07847128808498383,
     "m": 1.0
    },
    {
     "p": 0.09618225693702698,
     "m": 1.0
    },
    {
     "p": 0.12538407742977142,
     "m": 1.0
    },
    {
     "p": 0.012950933538377285,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 153,
   "train_loss": 1.2715766429901123,
   "val_loss": 0.761732280254364,
   "acc": 73.49,
   "time": 307.7591637719888,
   "param": [
    {
     "p": 0.1223638728260994,
     "m": 1.0
    },
    {
     "p": 0.012194730341434479,
     "m": 1.0
    },
    {
     "p": 0.13170835375785828,
     "m": 1.0
    },
    {
     "p": 0.09233587235212326,
     "m": 1.0
    },
    {
     "p": 0.006822884548455477,
     "m": 1.0
    },
    {
     "p": 0.007668773178011179,
     "m": 1.0
    },
    {
     "p": 0.09886293858289719,
     "m": 1.0
    },
    {
     "p": 0.1113399863243103,
     "m": 1.0
    },
    {
     "p": 0.0662468895316124,
     "m": 1.0
    },
    {
     "p": 0.027357323095202446,
     "m": 1.0
    },
    {
     "p": 0.07524018734693527,
     "m": 1.0
    },
    {
     "p": 0.10868877172470093,
     "m": 1.0
    },
    {
     "p": 0.12531408667564392,
     "m": 1.0
    },
    {
     "p": 0.013855423778295517,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 154,
   "train_loss": 1.231838583946228,
   "val_loss": 0.7235785722732544,
   "acc": 73.05,
   "time": 310.9711941659916,
   "param": [
    {
     "p": 0.12445080280303955,
     "m": 1.0
    },
    {
     "p": 0.016477277502417564,
     "m": 1.0
    },
    {
     "p": 0.13587863743305206,
     "m": 1.0
    },
    {
     "p": 0.07570090889930725,
     "m": 1.0
    },
    {
     "p": 0.009830162860453129,
     "m": 1.0
    },
    {
     "p": 0.009527318179607391,
     "m": 1.0
    },
    {
     "p": 0.09941593557596207,
     "m": 1.0
    },
    {
     "p": 0.11255894601345062,
     "m": 1.0
    },
    {
     "p": 0.0646478608250618,
     "m": 1.0
    },
    {
     "p": 0.02697540633380413,
     "m": 1.0
    },
    {
     "p": 0.09255469590425491,
     "m": 1.0
    },
    {
     "p": 0.09431727230548859,
     "m": 1.0
    },
    {
     "p": 0.12516318261623383,
     "m": 1.0
    },
    {
     "p": 0.012501646764576435,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 155,
   "train_loss": 1.6189842224121094,
   "val_loss": 0.7912522554397583,
   "acc": 72.7,
   "time": 312.4464510269463,
   "param": [
    {
     "p": 0.1290207803249359,
     "m": 1.0
    },
    {
     "p": 0.012834231369197369,
     "m": 1.0
    },
    {
     "p": 0.1129598617553711,
     "m": 1.0
    },
    {
     "p": 0.08642074465751648,
     "m": 1.0
    },
    {
     "p": 0.006125152576714754,
     "m": 1.0
    },
    {
     "p": 0.00847682636231184,
     "m": 1.0
    },
    {
     "p": 0.09891454130411148,
     "m": 1.0
    },
    {
     "p": 0.10947852581739426,
     "m": 1.0
    },
    {
     "p": 0.07990286499261856,
     "m": 1.0
    },
    {
     "p": 0.03049282729625702,
     "m": 1.0
    },
    {
     "p": 0.0933813825249672,
     "m": 1.0
    },
    {
     "p": 0.1050097867846489,
     "m": 1.0
    },
    {
     "p": 0.1147904247045517,
     "m": 1.0
    },
    {
     "p": 0.01219206303358078,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 156,
   "train_loss": 1.0330579280853271,
   "val_loss": 0.6801941394805908,
   "acc": 73.4,
   "time": 307.1928086039843,
   "param": [
    {
     "p": 0.10683941841125488,
     "m": 1.0
    },
    {
     "p": 0.010291715152561665,
     "m": 1.0
    },
    {
     "p": 0.12471908330917358,
     "m": 1.0
    },
    {
     "p": 0.07543081045150757,
     "m": 1.0
    },
    {
     "p": 0.01132300402969122,
     "m": 1.0
    },
    {
     "p": 0.011528529226779938,
     "m": 1.0
    },
    {
     "p": 0.10778552293777466,
     "m": 1.0
    },
    {
     "p": 0.10252703726291656,
     "m": 1.0
    },
    {
     "p": 0.0782880038022995,
     "m": 1.0
    },
    {
     "p": 0.022496236488223076,
     "m": 1.0
    },
    {
     "p": 0.10473694652318954,
     "m": 1.0
    },
    {
     "p": 0.10292255878448486,
     "m": 1.0
    },
    {
     "p": 0.13467702269554138,
     "m": 1.0
    },
    {
     "p": 0.006434073206037283,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 157,
   "train_loss": 1.0663344860076904,
   "val_loss": 0.8741013407707214,
   "acc": 73.1,
   "time": 305.3781838720897,
   "param": [
    {
     "p": 0.09709122776985168,
     "m": 1.0
    },
    {
     "p": 0.004969512578099966,
     "m": 1.0
    },
    {
     "p": 0.1349066197872162,
     "m": 1.0
    },
    {
     "p": 0.0726066529750824,
     "m": 1.0
    },
    {
     "p": 0.011868765577673912,
     "m": 1.0
    },
    {
     "p": 0.016769371926784515,
     "m": 1.0
    },
    {
     "p": 0.12283223122358322,
     "m": 1.0
    },
    {
     "p": 0.07792976498603821,
     "m": 1.0
    },
    {
     "p": 0.08838815242052078,
     "m": 1.0
    },
    {
     "p": 0.03289887681603432,
     "m": 1.0
    },
    {
     "p": 0.09953437745571136,
     "m": 1.0
    },
    {
     "p": 0.10430455207824707,
     "m": 1.0
    },
    {
     "p": 0.11731937527656555,
     "m": 1.0
    },
    {
     "p": 0.018580500036478043,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 158,
   "train_loss": 1.4710732698440552,
   "val_loss": 0.8558047413825989,
   "acc": 73.32,
   "time": 311.0300890268991,
   "param": [
    {
     "p": 0.11059386283159256,
     "m": 1.0
    },
    {
     "p": 0.006255889777094126,
     "m": 1.0
    },
    {
     "p": 0.10728861391544342,
     "m": 1.0
    },
    {
     "p": 0.07984770834445953,
     "m": 1.0
    },
    {
     "p": 0.012924231588840485,
     "m": 1.0
    },
    {
     "p": 0.009719680063426495,
     "m": 1.0
    },
    {
     "p": 0.0985095202922821,
     "m": 1.0
    },
    {
     "p": 0.11047057807445526,
     "m": 1.0
    },
    {
     "p": 0.08974287658929825,
     "m": 1.0
    },
    {
     "p": 0.034221064299345016,
     "m": 1.0
    },
    {
     "p": 0.09421713650226593,
     "m": 1.0
    },
    {
     "p": 0.1005052998661995,
     "m": 1.0
    },
    {
     "p": 0.13820315897464752,
     "m": 1.0
    },
    {
     "p": 0.007500387262552977,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 159,
   "train_loss": 1.044540524482727,
   "val_loss": 0.7540166974067688,
   "acc": 73.14,
   "time": 296.4099884231109,
   "param": [
    {
     "p": 0.12055693566799164,
     "m": 1.0
    },
    {
     "p": 0.01115176361054182,
     "m": 1.0
    },
    {
     "p": 0.1347944438457489,
     "m": 1.0
    },
    {
     "p": 0.09431107342243195,
     "m": 1.0
    },
    {
     "p": 0.008203897625207901,
     "m": 1.0
    },
    {
     "p": 0.010074558667838573,
     "m": 1.0
    },
    {
     "p": 0.10658873617649078,
     "m": 1.0
    },
    {
     "p": 0.09836100041866302,
     "m": 1.0
    },
    {
     "p": 0.0692330002784729,
     "m": 1.0
    },
    {
     "p": 0.017683103680610657,
     "m": 1.0
    },
    {
     "p": 0.09556172043085098,
     "m": 1.0
    },
    {
     "p": 0.0941300243139267,
     "m": 1.0
    },
    {
     "p": 0.11944472789764404,
     "m": 1.0
    },
    {
     "p": 0.01990506798028946,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 160,
   "train_loss": 1.2447755336761475,
   "val_loss": 0.7333592772483826,
   "acc": 73.41,
   "time": 311.42649508605246,
   "param": [
    {
     "p": 0.10638237744569778,
     "m": 1.0
    },
    {
     "p": 0.010254917666316032,
     "m": 1.0
    },
    {
     "p": 0.11451458185911179,
     "m": 1.0
    },
    {
     "p": 0.07965361326932907,
     "m": 1.0
    },
    {
     "p": 0.008804588578641415,
     "m": 1.0
    },
    {
     "p": 0.01190013438463211,
     "m": 1.0
    },
    {
     "p": 0.1040760800242424,
     "m": 1.0
    },
    {
     "p": 0.0977531373500824,
     "m": 1.0
    },
    {
     "p": 0.07957223802804947,
     "m": 1.0
    },
    {
     "p": 0.0345105305314064,
     "m": 1.0
    },
    {
     "p": 0.0984811782836914,
     "m": 1.0
    },
    {
     "p": 0.1133086085319519,
     "m": 1.0
    },
    {
     "p": 0.13240674138069153,
     "m": 1.0
    },
    {
     "p": 0.008381321094930172,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 161,
   "train_loss": 1.2741619348526,
   "val_loss": 0.8827943205833435,
   "acc": 74.11,
   "time": 298.094240493956,
   "param": [
    {
     "p": 0.11331387609243393,
     "m": 1.0
    },
    {
     "p": 0.009561892598867416,
     "m": 1.0
    },
    {
     "p": 0.12371596693992615,
     "m": 1.0
    },
    {
     "p": 0.08669434487819672,
     "m": 1.0
    },
    {
     "p": 0.007144180126488209,
     "m": 1.0
    },
    {
     "p": 0.010213303379714489,
     "m": 1.0
    },
    {
     "p": 0.09425552934408188,
     "m": 1.0
    },
    {
     "p": 0.10133615136146545,
     "m": 1.0
    },
    {
     "p": 0.09271273016929626,
     "m": 1.0
    },
    {
     "p": 0.03244670853018761,
     "m": 1.0
    },
    {
     "p": 0.09780476242303848,
     "m": 1.0
    },
    {
     "p": 0.10269881039857864,
     "m": 1.0
    },
    {
     "p": 0.11638259142637253,
     "m": 1.0
    },
    {
     "p": 0.011719178408384323,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 162,
   "train_loss": 1.0388438701629639,
   "val_loss": 0.8897904753684998,
   "acc": 73.38,
   "time": 304.81977419392206,
   "param": [
    {
     "p": 0.1032198816537857,
     "m": 1.0
    },
    {
     "p": 0.0006696892669424415,
     "m": 1.0
    },
    {
     "p": 0.12057033181190491,
     "m": 1.0
    },
    {
     "p": 0.08804300427436829,
     "m": 1.0
    },
    {
     "p": 0.009780696593225002,
     "m": 1.0
    },
    {
     "p": 0.01305549219250679,
     "m": 1.0
    },
    {
     "p": 0.09863857179880142,
     "m": 1.0
    },
    {
     "p": 0.1161314845085144,
     "m": 1.0
    },
    {
     "p": 0.07287809252738953,
     "m": 1.0
    },
    {
     "p": 0.034298256039619446,
     "m": 1.0
    },
    {
     "p": 0.10642406344413757,
     "m": 1.0
    },
    {
     "p": 0.1044628694653511,
     "m": 1.0
    },
    {
     "p": 0.12254311889410019,
     "m": 1.0
    },
    {
     "p": 0.009284397587180138,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 163,
   "train_loss": 1.0049211978912354,
   "val_loss": 0.9005069732666016,
   "acc": 72.72,
   "time": 299.2108831079677,
   "param": [
    {
     "p": 0.13269567489624023,
     "m": 1.0
    },
    {
     "p": 0.005139842163771391,
     "m": 1.0
    },
    {
     "p": 0.14476843178272247,
     "m": 1.0
    },
    {
     "p": 0.08927888423204422,
     "m": 1.0
    },
    {
     "p": 0.01613447442650795,
     "m": 1.0
    },
    {
     "p": 0.026067065075039864,
     "m": 1.0
    },
    {
     "p": 0.09274854511022568,
     "m": 1.0
    },
    {
     "p": 0.1031440868973732,
     "m": 1.0
    },
    {
     "p": 0.026599783450365067,
     "m": 1.0
    },
    {
     "p": 0.03910883516073227,
     "m": 1.0
    },
    {
     "p": 0.08997541666030884,
     "m": 1.0
    },
    {
     "p": 0.10474427044391632,
     "m": 1.0
    },
    {
     "p": 0.11708308011293411,
     "m": 1.0
    },
    {
     "p": 0.012511608190834522,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 164,
   "train_loss": 1.4347336292266846,
   "val_loss": 0.8717103004455566,
   "acc": 72.97,
   "time": 307.8438439789461,
   "param": [
    {
     "p": 0.11283545941114426,
     "m": 1.0
    },
    {
     "p": 0.009008851833641529,
     "m": 1.0
    },
    {
     "p": 0.12300888448953629,
     "m": 1.0
    },
    {
     "p": 0.1092764139175415,
     "m": 1.0
    },
    {
     "p": 0.011125171557068825,
     "m": 1.0
    },
    {
     "p": 0.014880579896271229,
     "m": 1.0
    },
    {
     "p": 0.10632116347551346,
     "m": 1.0
    },
    {
     "p": 0.10743771493434906,
     "m": 1.0
    },
    {
     "p": 0.04957696422934532,
     "m": 1.0
    },
    {
     "p": 0.035197652876377106,
     "m": 1.0
    },
    {
     "p": 0.08831173926591873,
     "m": 1.0
    },
    {
     "p": 0.10596014559268951,
     "m": 1.0
    },
    {
     "p": 0.11636677384376526,
     "m": 1.0
    },
    {
     "p": 0.010692433454096317,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 165,
   "train_loss": 1.087843418121338,
   "val_loss": 0.8273763656616211,
   "acc": 73.13,
   "time": 309.25141658610664,
   "param": [
    {
     "p": 0.11598209291696548,
     "m": 1.0
    },
    {
     "p": 0.017225321382284164,
     "m": 1.0
    },
    {
     "p": 0.1229022890329361,
     "m": 1.0
    },
    {
     "p": 0.09351515769958496,
     "m": 1.0
    },
    {
     "p": 0.011019120924174786,
     "m": 1.0
    },
    {
     "p": 0.014725936576724052,
     "m": 1.0
    },
    {
     "p": 0.09321320056915283,
     "m": 1.0
    },
    {
     "p": 0.09559579938650131,
     "m": 1.0
    },
    {
     "p": 0.06463618576526642,
     "m": 1.0
    },
    {
     "p": 0.0373879000544548,
     "m": 1.0
    },
    {
     "p": 0.09909437596797943,
     "m": 1.0
    },
    {
     "p": 0.10965774953365326,
     "m": 1.0
    },
    {
     "p": 0.11630237847566605,
     "m": 1.0
    },
    {
     "p": 0.008742493577301502,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 166,
   "train_loss": 1.4033820629119873,
   "val_loss": 0.832838237285614,
   "acc": 72.87,
   "time": 301.8911844310351,
   "param": [
    {
     "p": 0.11931394785642624,
     "m": 1.0
    },
    {
     "p": 0.035903286188840866,
     "m": 1.0
    },
    {
     "p": 0.11258029192686081,
     "m": 1.0
    },
    {
     "p": 0.09277428686618805,
     "m": 1.0
    },
    {
     "p": 0.011219104751944542,
     "m": 1.0
    },
    {
     "p": 0.01024651899933815,
     "m": 1.0
    },
    {
     "p": 0.10246704518795013,
     "m": 1.0
    },
    {
     "p": 0.11017348617315292,
     "m": 1.0
    },
    {
     "p": 0.051092296838760376,
     "m": 1.0
    },
    {
     "p": 0.028827980160713196,
     "m": 1.0
    },
    {
     "p": 0.09829362481832504,
     "m": 1.0
    },
    {
     "p": 0.09823701530694962,
     "m": 1.0
    },
    {
     "p": 0.11898317188024521,
     "m": 1.0
    },
    {
     "p": 0.00988793559372425,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 167,
   "train_loss": 1.1682199239730835,
   "val_loss": 0.9358077049255371,
   "acc": 72.4,
   "time": 301.9035141429631,
   "param": [
    {
     "p": 0.12097200751304626,
     "m": 1.0
    },
    {
     "p": 0.030038904398679733,
     "m": 1.0
    },
    {
     "p": 0.11531563103199005,
     "m": 1.0
    },
    {
     "p": 0.08906472474336624,
     "m": 1.0
    },
    {
     "p": 0.03953973203897476,
     "m": 1.0
    },
    {
     "p": 0.016808468848466873,
     "m": 1.0
    },
    {
     "p": 0.09511049091815948,
     "m": 1.0
    },
    {
     "p": 0.10887838900089264,
     "m": 1.0
    },
    {
     "p": 0.060636237263679504,
     "m": 1.0
    },
    {
     "p": 0.016280118376016617,
     "m": 1.0
    },
    {
     "p": 0.062133897095918655,
     "m": 1.0
    },
    {
     "p": 0.11384286731481552,
     "m": 1.0
    },
    {
     "p": 0.12537825107574463,
     "m": 1.0
    },
    {
     "p": 0.006000147666782141,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 168,
   "train_loss": 1.3917449712753296,
   "val_loss": 0.8074238300323486,
   "acc": 73.84,
   "time": 314.68598235805985,
   "param": [
    {
     "p": 0.13270717859268188,
     "m": 1.0
    },
    {
     "p": 0.0006904107285663486,
     "m": 1.0
    },
    {
     "p": 0.12425342947244644,
     "m": 1.0
    },
    {
     "p": 0.1115894615650177,
     "m": 1.0
    },
    {
     "p": 0.012999193742871284,
     "m": 1.0
    },
    {
     "p": 0.00914525892585516,
     "m": 1.0
    },
    {
     "p": 0.09754476696252823,
     "m": 1.0
    },
    {
     "p": 0.11837539076805115,
     "m": 1.0
    },
    {
     "p": 0.044408805668354034,
     "m": 1.0
    },
    {
     "p": 0.03816584497690201,
     "m": 1.0
    },
    {
     "p": 0.08609108626842499,
     "m": 1.0
    },
    {
     "p": 0.09827370196580887,
     "m": 1.0
    },
    {
     "p": 0.11274953931570053,
     "m": 1.0
    },
    {
     "p": 0.013005870394408703,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 169,
   "train_loss": 1.3907040357589722,
   "val_loss": 0.9153842329978943,
   "acc": 73.52,
   "time": 305.6473290839931,
   "param": [
    {
     "p": 0.11736947298049927,
     "m": 1.0
    },
    {
     "p": 0.010347414761781693,
     "m": 1.0
    },
    {
     "p": 0.13732802867889404,
     "m": 1.0
    },
    {
     "p": 0.09375380724668503,
     "m": 1.0
    },
    {
     "p": 0.009360837750136852,
     "m": 1.0
    },
    {
     "p": 0.011093485169112682,
     "m": 1.0
    },
    {
     "p": 0.10490350425243378,
     "m": 1.0
    },
    {
     "p": 0.11380720138549805,
     "m": 1.0
    },
    {
     "p": 0.03649696707725525,
     "m": 1.0
    },
    {
     "p": 0.03791089355945587,
     "m": 1.0
    },
    {
     "p": 0.08412759751081467,
     "m": 1.0
    },
    {
     "p": 0.10584505647420883,
     "m": 1.0
    },
    {
     "p": 0.1239684447646141,
     "m": 1.0
    },
    {
     "p": 0.013687345199286938,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 170,
   "train_loss": 1.0098165273666382,
   "val_loss": 0.8538819551467896,
   "acc": 72.61,
   "time": 307.39410156791564,
   "param": [
    {
     "p": 0.09626761823892593,
     "m": 1.0
    },
    {
     "p": 0.004099118057638407,
     "m": 1.0
    },
    {
     "p": 0.11873816698789597,
     "m": 1.0
    },
    {
     "p": 0.10574771463871002,
     "m": 1.0
    },
    {
     "p": 0.012605623342096806,
     "m": 1.0
    },
    {
     "p": 0.013156975619494915,
     "m": 1.0
    },
    {
     "p": 0.10447627305984497,
     "m": 1.0
    },
    {
     "p": 0.1235426515340805,
     "m": 1.0
    },
    {
     "p": 0.0709783211350441,
     "m": 1.0
    },
    {
     "p": 0.03324490040540695,
     "m": 1.0
    },
    {
     "p": 0.09355894476175308,
     "m": 1.0
    },
    {
     "p": 0.07693891227245331,
     "m": 1.0
    },
    {
     "p": 0.13953964412212372,
     "m": 1.0
    },
    {
     "p": 0.007105111610144377,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 171,
   "train_loss": 1.3988027572631836,
   "val_loss": 0.6768588423728943,
   "acc": 72.5,
   "time": 297.47714889701456,
   "param": [
    {
     "p": 0.1062529906630516,
     "m": 1.0
    },
    {
     "p": 0.04499045014381409,
     "m": 1.0
    },
    {
     "p": 0.1130073219537735,
     "m": 1.0
    },
    {
     "p": 0.09235972911119461,
     "m": 1.0
    },
    {
     "p": 0.021489012986421585,
     "m": 1.0
    },
    {
     "p": 0.01325288973748684,
     "m": 1.0
    },
    {
     "p": 0.10572884231805801,
     "m": 1.0
    },
    {
     "p": 0.09752753376960754,
     "m": 1.0
    },
    {
     "p": 0.06134970486164093,
     "m": 1.0
    },
    {
     "p": 0.03324645012617111,
     "m": 1.0
    },
    {
     "p": 0.09151297807693481,
     "m": 1.0
    },
    {
     "p": 0.09299331158399582,
     "m": 1.0
    },
    {
     "p": 0.11423403024673462,
     "m": 1.0
    },
    {
     "p": 0.012054748833179474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 172,
   "train_loss": 1.10834801197052,
   "val_loss": 0.8546286821365356,
   "acc": 73.12,
   "time": 305.23421522404533,
   "param": [
    {
     "p": 0.11137263476848602,
     "m": 1.0
    },
    {
     "p": 0.008730306290090084,
     "m": 1.0
    },
    {
     "p": 0.10834535956382751,
     "m": 1.0
    },
    {
     "p": 0.08479344844818115,
     "m": 1.0
    },
    {
     "p": 0.012043080292642117,
     "m": 1.0
    },
    {
     "p": 0.010690669529139996,
     "m": 1.0
    },
    {
     "p": 0.10819698870182037,
     "m": 1.0
    },
    {
     "p": 0.09725488722324371,
     "m": 1.0
    },
    {
     "p": 0.07247079163789749,
     "m": 1.0
    },
    {
     "p": 0.04357345402240753,
     "m": 1.0
    },
    {
     "p": 0.10205323249101639,
     "m": 1.0
    },
    {
     "p": 0.10324162244796753,
     "m": 1.0
    },
    {
     "p": 0.12168828397989273,
     "m": 1.0
    },
    {
     "p": 0.015545256435871124,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 173,
   "train_loss": 1.0919736623764038,
   "val_loss": 0.8265175223350525,
   "acc": 73.58,
   "time": 306.46909814700484,
   "param": [
    {
     "p": 0.1117110401391983,
     "m": 1.0
    },
    {
     "p": 0.011374456807971,
     "m": 1.0
    },
    {
     "p": 0.11444933712482452,
     "m": 1.0
    },
    {
     "p": 0.10949087142944336,
     "m": 1.0
    },
    {
     "p": 0.006067057140171528,
     "m": 1.0
    },
    {
     "p": 0.012157957069575787,
     "m": 1.0
    },
    {
     "p": 0.10053490102291107,
     "m": 1.0
    },
    {
     "p": 0.1111692413687706,
     "m": 1.0
    },
    {
     "p": 0.058417338877916336,
     "m": 1.0
    },
    {
     "p": 0.02721049077808857,
     "m": 1.0
    },
    {
     "p": 0.09374316036701202,
     "m": 1.0
    },
    {
     "p": 0.11476784199476242,
     "m": 1.0
    },
    {
     "p": 0.11035490781068802,
     "m": 1.0
    },
    {
     "p": 0.018551411107182503,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 174,
   "train_loss": 1.1139917373657227,
   "val_loss": 0.7526065111160278,
   "acc": 73.73,
   "time": 297.6490575550124,
   "param": [
    {
     "p": 0.10177034139633179,
     "m": 1.0
    },
    {
     "p": 0.011806323193013668,
     "m": 1.0
    },
    {
     "p": 0.12423954159021378,
     "m": 1.0
    },
    {
     "p": 0.07620879262685776,
     "m": 1.0
    },
    {
     "p": 0.008488060906529427,
     "m": 1.0
    },
    {
     "p": 0.012811730615794659,
     "m": 1.0
    },
    {
     "p": 0.10996614396572113,
     "m": 1.0
    },
    {
     "p": 0.10408192873001099,
     "m": 1.0
    },
    {
     "p": 0.06416070461273193,
     "m": 1.0
    },
    {
     "p": 0.04035132750868797,
     "m": 1.0
    },
    {
     "p": 0.10021571815013885,
     "m": 1.0
    },
    {
     "p": 0.1135258898139,
     "m": 1.0
    },
    {
     "p": 0.11494951695203781,
     "m": 1.0
    },
    {
     "p": 0.017423924058675766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 175,
   "train_loss": 1.1330856084823608,
   "val_loss": 0.8681966066360474,
   "acc": 72.31,
   "time": 307.56404613202903,
   "param": [
    {
     "p": 0.1018190085887909,
     "m": 1.0
    },
    {
     "p": 0.011736209504306316,
     "m": 1.0
    },
    {
     "p": 0.13406839966773987,
     "m": 1.0
    },
    {
     "p": 0.10408519953489304,
     "m": 1.0
    },
    {
     "p": 0.00944916158914566,
     "m": 1.0
    },
    {
     "p": 0.014729033224284649,
     "m": 1.0
    },
    {
     "p": 0.1026054248213768,
     "m": 1.0
    },
    {
     "p": 0.10060491412878036,
     "m": 1.0
    },
    {
     "p": 0.061878327280282974,
     "m": 1.0
    },
    {
     "p": 0.03134586662054062,
     "m": 1.0
    },
    {
     "p": 0.09859070181846619,
     "m": 1.0
    },
    {
     "p": 0.10494440793991089,
     "m": 1.0
    },
    {
     "p": 0.109078548848629,
     "m": 1.0
    },
    {
     "p": 0.015064841136336327,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 176,
   "train_loss": 0.982925534248352,
   "val_loss": 0.7378677129745483,
   "acc": 73.79,
   "time": 306.24801614903845,
   "param": [
    {
     "p": 0.11988094449043274,
     "m": 1.0
    },
    {
     "p": 0.008473105728626251,
     "m": 1.0
    },
    {
     "p": 0.10706865042448044,
     "m": 1.0
    },
    {
     "p": 0.1042354553937912,
     "m": 1.0
    },
    {
     "p": 0.00858538132160902,
     "m": 1.0
    },
    {
     "p": 0.009960140101611614,
     "m": 1.0
    },
    {
     "p": 0.11751063168048859,
     "m": 1.0
    },
    {
     "p": 0.09505154937505722,
     "m": 1.0
    },
    {
     "p": 0.05528339743614197,
     "m": 1.0
    },
    {
     "p": 0.035656124353408813,
     "m": 1.0
    },
    {
     "p": 0.11442267894744873,
     "m": 1.0
    },
    {
     "p": 0.10764343291521072,
     "m": 1.0
    },
    {
     "p": 0.1097283586859703,
     "m": 1.0
    },
    {
     "p": 0.006500283721834421,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 177,
   "train_loss": 1.3571196794509888,
   "val_loss": 0.8033817410469055,
   "acc": 73.51,
   "time": 296.8809770770604,
   "param": [
    {
     "p": 0.11164891719818115,
     "m": 1.0
    },
    {
     "p": 0.007165691815316677,
     "m": 1.0
    },
    {
     "p": 0.11437253654003143,
     "m": 1.0
    },
    {
     "p": 0.10870984941720963,
     "m": 1.0
    },
    {
     "p": 0.0006736101931892335,
     "m": 1.0
    },
    {
     "p": 0.0520964078605175,
     "m": 1.0
    },
    {
     "p": 0.08919361233711243,
     "m": 1.0
    },
    {
     "p": 0.11154210567474365,
     "m": 1.0
    },
    {
     "p": 0.046793028712272644,
     "m": 1.0
    },
    {
     "p": 0.030511582270264626,
     "m": 1.0
    },
    {
     "p": 0.098330557346344,
     "m": 1.0
    },
    {
     "p": 0.09862732887268066,
     "m": 1.0
    },
    {
     "p": 0.1154579371213913,
     "m": 1.0
    },
    {
     "p": 0.014876841567456722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 178,
   "train_loss": 1.5023720264434814,
   "val_loss": 0.8456207513809204,
   "acc": 73.35,
   "time": 294.91888058395125,
   "param": [
    {
     "p": 0.12238159775733948,
     "m": 1.0
    },
    {
     "p": 0.008921531960368156,
     "m": 1.0
    },
    {
     "p": 0.11207626014947891,
     "m": 1.0
    },
    {
     "p": 0.07751724869012833,
     "m": 1.0
    },
    {
     "p": 0.011889333836734295,
     "m": 1.0
    },
    {
     "p": 0.011987741105258465,
     "m": 1.0
    },
    {
     "p": 0.10022716224193573,
     "m": 1.0
    },
    {
     "p": 0.1081627905368805,
     "m": 1.0
    },
    {
     "p": 0.046362001448869705,
     "m": 1.0
    },
    {
     "p": 0.038323886692523956,
     "m": 1.0
    },
    {
     "p": 0.10554639250040054,
     "m": 1.0
    },
    {
     "p": 0.1121385246515274,
     "m": 1.0
    },
    {
     "p": 0.13047781586647034,
     "m": 1.0
    },
    {
     "p": 0.013987728394567966,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 179,
   "train_loss": 0.9304614067077637,
   "val_loss": 0.7647385597229004,
   "acc": 72.79,
   "time": 301.4281071909936,
   "param": [
    {
     "p": 0.12399023771286011,
     "m": 1.0
    },
    {
     "p": 0.00844930112361908,
     "m": 1.0
    },
    {
     "p": 0.12907595932483673,
     "m": 1.0
    },
    {
     "p": 0.0974692702293396,
     "m": 1.0
    },
    {
     "p": 0.01012298185378313,
     "m": 1.0
    },
    {
     "p": 0.017386646941304207,
     "m": 1.0
    },
    {
     "p": 0.0868232250213623,
     "m": 1.0
    },
    {
     "p": 0.13756568729877472,
     "m": 1.0
    },
    {
     "p": 0.04167994484305382,
     "m": 1.0
    },
    {
     "p": 0.046566568315029144,
     "m": 1.0
    },
    {
     "p": 0.0414203517138958,
     "m": 1.0
    },
    {
     "p": 0.11296314001083374,
     "m": 1.0
    },
    {
     "p": 0.1278928965330124,
     "m": 1.0
    },
    {
     "p": 0.018593784421682358,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 180,
   "train_loss": 1.0611661672592163,
   "val_loss": 0.8335011005401611,
   "acc": 73.49,
   "time": 299.35831255908124,
   "param": [
    {
     "p": 0.1038801372051239,
     "m": 1.0
    },
    {
     "p": 0.009735195897519588,
     "m": 1.0
    },
    {
     "p": 0.12063153088092804,
     "m": 1.0
    },
    {
     "p": 0.10347037762403488,
     "m": 1.0
    },
    {
     "p": 0.013416025787591934,
     "m": 1.0
    },
    {
     "p": 0.013806255534291267,
     "m": 1.0
    },
    {
     "p": 0.10347910970449448,
     "m": 1.0
    },
    {
     "p": 0.10977202653884888,
     "m": 1.0
    },
    {
     "p": 0.040693920105695724,
     "m": 1.0
    },
    {
     "p": 0.033905696123838425,
     "m": 1.0
    },
    {
     "p": 0.1085016131401062,
     "m": 1.0
    },
    {
     "p": 0.11802135407924652,
     "m": 1.0
    },
    {
     "p": 0.10304241627454758,
     "m": 1.0
    },
    {
     "p": 0.017644371837377548,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 181,
   "train_loss": 1.2378591299057007,
   "val_loss": 0.7726334929466248,
   "acc": 73.18,
   "time": 294.8580836530309,
   "param": [
    {
     "p": 0.11974511295557022,
     "m": 1.0
    },
    {
     "p": 0.027877505868673325,
     "m": 1.0
    },
    {
     "p": 0.13548077642917633,
     "m": 1.0
    },
    {
     "p": 0.08241015672683716,
     "m": 1.0
    },
    {
     "p": 0.0070874691009521484,
     "m": 1.0
    },
    {
     "p": 0.013839498162269592,
     "m": 1.0
    },
    {
     "p": 0.09461218863725662,
     "m": 1.0
    },
    {
     "p": 0.10993795841932297,
     "m": 1.0
    },
    {
     "p": 0.029906712472438812,
     "m": 1.0
    },
    {
     "p": 0.03804264962673187,
     "m": 1.0
    },
    {
     "p": 0.09868977963924408,
     "m": 1.0
    },
    {
     "p": 0.09928642958402634,
     "m": 1.0
    },
    {
     "p": 0.12338168174028397,
     "m": 1.0
    },
    {
     "p": 0.01970195770263672,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 182,
   "train_loss": 0.906118631362915,
   "val_loss": 0.7676087617874146,
   "acc": 73.56,
   "time": 298.96366515301634,
   "param": [
    {
     "p": 0.1281510442495346,
     "m": 1.0
    },
    {
     "p": 0.007536865770816803,
     "m": 1.0
    },
    {
     "p": 0.10790817439556122,
     "m": 1.0
    },
    {
     "p": 0.10865148156881332,
     "m": 1.0
    },
    {
     "p": 0.009221255779266357,
     "m": 1.0
    },
    {
     "p": 0.014144578948616982,
     "m": 1.0
    },
    {
     "p": 0.09159427136182785,
     "m": 1.0
    },
    {
     "p": 0.10779579728841782,
     "m": 1.0
    },
    {
     "p": 0.042138129472732544,
     "m": 1.0
    },
    {
     "p": 0.03781532868742943,
     "m": 1.0
    },
    {
     "p": 0.08760756254196167,
     "m": 1.0
    },
    {
     "p": 0.12034277617931366,
     "m": 1.0
    },
    {
     "p": 0.12166494131088257,
     "m": 1.0
    },
    {
     "p": 0.015427720732986927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 183,
   "train_loss": 1.2034149169921875,
   "val_loss": 0.8548323512077332,
   "acc": 73.12,
   "time": 295.0201945370063,
   "param": [
    {
     "p": 0.0940595269203186,
     "m": 1.0
    },
    {
     "p": 0.011627932079136372,
     "m": 1.0
    },
    {
     "p": 0.14141923189163208,
     "m": 1.0
    },
    {
     "p": 0.07855881005525589,
     "m": 1.0
    },
    {
     "p": 0.014923476614058018,
     "m": 1.0
    },
    {
     "p": 0.02823960781097412,
     "m": 1.0
    },
    {
     "p": 0.08899052441120148,
     "m": 1.0
    },
    {
     "p": 0.13207608461380005,
     "m": 1.0
    },
    {
     "p": 0.052373532205820084,
     "m": 1.0
    },
    {
     "p": 0.02971353940665722,
     "m": 1.0
    },
    {
     "p": 0.0966062843799591,
     "m": 1.0
    },
    {
     "p": 0.07649584859609604,
     "m": 1.0
    },
    {
     "p": 0.1283043920993805,
     "m": 1.0
    },
    {
     "p": 0.02661128342151642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 184,
   "train_loss": 1.2301942110061646,
   "val_loss": 0.7913719415664673,
   "acc": 73.75,
   "time": 300.65348612796515,
   "param": [
    {
     "p": 0.12060824781656265,
     "m": 1.0
    },
    {
     "p": 0.004739772528409958,
     "m": 1.0
    },
    {
     "p": 0.12095780670642853,
     "m": 1.0
    },
    {
     "p": 0.09111658483743668,
     "m": 1.0
    },
    {
     "p": 0.012022958137094975,
     "m": 1.0
    },
    {
     "p": 0.016417887061834335,
     "m": 1.0
    },
    {
     "p": 0.09983622282743454,
     "m": 1.0
    },
    {
     "p": 0.101373091340065,
     "m": 1.0
    },
    {
     "p": 0.03875991702079773,
     "m": 1.0
    },
    {
     "p": 0.0555209256708622,
     "m": 1.0
    },
    {
     "p": 0.0986388772726059,
     "m": 1.0
    },
    {
     "p": 0.10185614973306656,
     "m": 1.0
    },
    {
     "p": 0.11705847829580307,
     "m": 1.0
    },
    {
     "p": 0.02109312079846859,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 185,
   "train_loss": 1.4213526248931885,
   "val_loss": 0.7721318006515503,
   "acc": 73.52,
   "time": 301.820980228018,
   "param": [
    {
     "p": 0.10473135858774185,
     "m": 1.0
    },
    {
     "p": 0.007035153917968273,
     "m": 1.0
    },
    {
     "p": 0.11495994031429291,
     "m": 1.0
    },
    {
     "p": 0.09992977976799011,
     "m": 1.0
    },
    {
     "p": 0.022100411355495453,
     "m": 1.0
    },
    {
     "p": 0.012275276705622673,
     "m": 1.0
    },
    {
     "p": 0.09893433749675751,
     "m": 1.0
    },
    {
     "p": 0.1103278324007988,
     "m": 1.0
    },
    {
     "p": 0.038338128477334976,
     "m": 1.0
    },
    {
     "p": 0.04026146978139877,
     "m": 1.0
    },
    {
     "p": 0.10326331853866577,
     "m": 1.0
    },
    {
     "p": 0.11061225086450577,
     "m": 1.0
    },
    {
     "p": 0.11880836635828018,
     "m": 1.0
    },
    {
     "p": 0.018422424793243408,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 186,
   "train_loss": 1.1088502407073975,
   "val_loss": 0.7959079146385193,
   "acc": 73.58,
   "time": 294.8949964400381,
   "param": [
    {
     "p": 0.11932485550642014,
     "m": 1.0
    },
    {
     "p": 0.0056880866177380085,
     "m": 1.0
    },
    {
     "p": 0.1138126477599144,
     "m": 1.0
    },
    {
     "p": 0.08457526564598083,
     "m": 1.0
    },
    {
     "p": 0.010122169740498066,
     "m": 1.0
    },
    {
     "p": 0.008794700726866722,
     "m": 1.0
    },
    {
     "p": 0.12182599306106567,
     "m": 1.0
    },
    {
     "p": 0.10658850520849228,
     "m": 1.0
    },
    {
     "p": 0.05854963883757591,
     "m": 1.0
    },
    {
     "p": 0.04029194265604019,
     "m": 1.0
    },
    {
     "p": 0.0827246904373169,
     "m": 1.0
    },
    {
     "p": 0.11448068171739578,
     "m": 1.0
    },
    {
     "p": 0.11382663249969482,
     "m": 1.0
    },
    {
     "p": 0.019394174218177795,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 187,
   "train_loss": 1.3395428657531738,
   "val_loss": 0.774065375328064,
   "acc": 73.52,
   "time": 299.62558850704227,
   "param": [
    {
     "p": 0.11284027248620987,
     "m": 1.0
    },
    {
     "p": 0.0070739504881203175,
     "m": 1.0
    },
    {
     "p": 0.12386699765920639,
     "m": 1.0
    },
    {
     "p": 0.09503969550132751,
     "m": 1.0
    },
    {
     "p": 0.010441487655043602,
     "m": 1.0
    },
    {
     "p": 0.014952805824577808,
     "m": 1.0
    },
    {
     "p": 0.10992099344730377,
     "m": 1.0
    },
    {
     "p": 0.12931954860687256,
     "m": 1.0
    },
    {
     "p": 0.05428474768996239,
     "m": 1.0
    },
    {
     "p": 0.04170829802751541,
     "m": 1.0
    },
    {
     "p": 0.0856301486492157,
     "m": 1.0
    },
    {
     "p": 0.10475170612335205,
     "m": 1.0
    },
    {
     "p": 0.09255138039588928,
     "m": 1.0
    },
    {
     "p": 0.01761792227625847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 188,
   "train_loss": 0.8674361109733582,
   "val_loss": 0.7990393042564392,
   "acc": 73.5,
   "time": 300.41598636691924,
   "param": [
    {
     "p": 0.12386084347963333,
     "m": 1.0
    },
    {
     "p": 0.009549750946462154,
     "m": 1.0
    },
    {
     "p": 0.12284544110298157,
     "m": 1.0
    },
    {
     "p": 0.09509507566690445,
     "m": 1.0
    },
    {
     "p": 0.009131483733654022,
     "m": 1.0
    },
    {
     "p": 0.0059424196369946,
     "m": 1.0
    },
    {
     "p": 0.10232622921466827,
     "m": 1.0
    },
    {
     "p": 0.1111769899725914,
     "m": 1.0
    },
    {
     "p": 0.057121943682432175,
     "m": 1.0
    },
    {
     "p": 0.040758684277534485,
     "m": 1.0
    },
    {
     "p": 0.10193824768066406,
     "m": 1.0
    },
    {
     "p": 0.10766353458166122,
     "m": 1.0
    },
    {
     "p": 0.09642519056797028,
     "m": 1.0
    },
    {
     "p": 0.016164202243089676,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 189,
   "train_loss": 1.2356910705566406,
   "val_loss": 0.914382815361023,
   "acc": 73.23,
   "time": 300.1688810939668,
   "param": [
    {
     "p": 0.11042945086956024,
     "m": 1.0
    },
    {
     "p": 0.005045353900641203,
     "m": 1.0
    },
    {
     "p": 0.12263790518045425,
     "m": 1.0
    },
    {
     "p": 0.09935911744832993,
     "m": 1.0
    },
    {
     "p": 0.009529059752821922,
     "m": 1.0
    },
    {
     "p": 0.010661228559911251,
     "m": 1.0
    },
    {
     "p": 0.08824306726455688,
     "m": 1.0
    },
    {
     "p": 0.10811583697795868,
     "m": 1.0
    },
    {
     "p": 0.0465298667550087,
     "m": 1.0
    },
    {
     "p": 0.053765494376420975,
     "m": 1.0
    },
    {
     "p": 0.09960302710533142,
     "m": 1.0
    },
    {
     "p": 0.10745391249656677,
     "m": 1.0
    },
    {
     "p": 0.121092289686203,
     "m": 1.0
    },
    {
     "p": 0.017534295096993446,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 190,
   "train_loss": 1.270768165588379,
   "val_loss": 0.8076171875,
   "acc": 74.02,
   "time": 301.24133741494734,
   "param": [
    {
     "p": 0.11641476303339005,
     "m": 1.0
    },
    {
     "p": 0.023120945319533348,
     "m": 1.0
    },
    {
     "p": 0.10848383605480194,
     "m": 1.0
    },
    {
     "p": 0.09554250538349152,
     "m": 1.0
    },
    {
     "p": 0.015407842583954334,
     "m": 1.0
    },
    {
     "p": 0.013818737119436264,
     "m": 1.0
    },
    {
     "p": 0.08111042529344559,
     "m": 1.0
    },
    {
     "p": 0.10509724915027618,
     "m": 1.0
    },
    {
     "p": 0.058157119899988174,
     "m": 1.0
    },
    {
     "p": 0.04247894138097763,
     "m": 1.0
    },
    {
     "p": 0.08641119301319122,
     "m": 1.0
    },
    {
     "p": 0.11012620478868484,
     "m": 1.0
    },
    {
     "p": 0.1239151656627655,
     "m": 1.0
    },
    {
     "p": 0.019915016368031502,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 191,
   "train_loss": 1.1274722814559937,
   "val_loss": 0.8042675256729126,
   "acc": 72.38,
   "time": 299.61415023193695,
   "param": [
    {
     "p": 0.12176262587308884,
     "m": 1.0
    },
    {
     "p": 0.008193657733500004,
     "m": 1.0
    },
    {
     "p": 0.1125236228108406,
     "m": 1.0
    },
    {
     "p": 0.10561401396989822,
     "m": 1.0
    },
    {
     "p": 0.010489664040505886,
     "m": 1.0
    },
    {
     "p": 0.010372213087975979,
     "m": 1.0
    },
    {
     "p": 0.09793005883693695,
     "m": 1.0
    },
    {
     "p": 0.1054677739739418,
     "m": 1.0
    },
    {
     "p": 0.0532064251601696,
     "m": 1.0
    },
    {
     "p": 0.042741939425468445,
     "m": 1.0
    },
    {
     "p": 0.106534942984581,
     "m": 1.0
    },
    {
     "p": 0.10280022770166397,
     "m": 1.0
    },
    {
     "p": 0.10578475892543793,
     "m": 1.0
    },
    {
     "p": 0.016578076407313347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 192,
   "train_loss": 1.2860513925552368,
   "val_loss": 0.6974559426307678,
   "acc": 73.81,
   "time": 298.52578006498516,
   "param": [
    {
     "p": 0.123969666659832,
     "m": 1.0
    },
    {
     "p": 0.010091076605021954,
     "m": 1.0
    },
    {
     "p": 0.10882049053907394,
     "m": 1.0
    },
    {
     "p": 0.10216966271400452,
     "m": 1.0
    },
    {
     "p": 0.009318094700574875,
     "m": 1.0
    },
    {
     "p": 0.01000212226063013,
     "m": 1.0
    },
    {
     "p": 0.09607183933258057,
     "m": 1.0
    },
    {
     "p": 0.11414152383804321,
     "m": 1.0
    },
    {
     "p": 0.04531498998403549,
     "m": 1.0
    },
    {
     "p": 0.04743213579058647,
     "m": 1.0
    },
    {
     "p": 0.09902337193489075,
     "m": 1.0
    },
    {
     "p": 0.0915965586900711,
     "m": 1.0
    },
    {
     "p": 0.1187552809715271,
     "m": 1.0
    },
    {
     "p": 0.02329324185848236,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 193,
   "train_loss": 1.2323678731918335,
   "val_loss": 0.7609321475028992,
   "acc": 73.31,
   "time": 295.4032784580486,
   "param": [
    {
     "p": 0.10455615073442459,
     "m": 1.0
    },
    {
     "p": 0.008506265468895435,
     "m": 1.0
    },
    {
     "p": 0.11398240923881531,
     "m": 1.0
    },
    {
     "p": 0.08937286585569382,
     "m": 1.0
    },
    {
     "p": 0.008612824603915215,
     "m": 1.0
    },
    {
     "p": 0.015019068494439125,
     "m": 1.0
    },
    {
     "p": 0.10336412489414215,
     "m": 1.0
    },
    {
     "p": 0.10578915476799011,
     "m": 1.0
    },
    {
     "p": 0.0616002231836319,
     "m": 1.0
    },
    {
     "p": 0.04682482033967972,
     "m": 1.0
    },
    {
     "p": 0.09974131733179092,
     "m": 1.0
    },
    {
     "p": 0.11094185709953308,
     "m": 1.0
    },
    {
     "p": 0.11343690007925034,
     "m": 1.0
    },
    {
     "p": 0.018252011388540268,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 194,
   "train_loss": 1.3837811946868896,
   "val_loss": 0.7880680561065674,
   "acc": 73.88,
   "time": 307.1936065739719,
   "param": [
    {
     "p": 0.11551675200462341,
     "m": 1.0
    },
    {
     "p": 0.005978140514343977,
     "m": 1.0
    },
    {
     "p": 0.12360160052776337,
     "m": 1.0
    },
    {
     "p": 0.09235978126525879,
     "m": 1.0
    },
    {
     "p": 0.015020245686173439,
     "m": 1.0
    },
    {
     "p": 0.012358381412923336,
     "m": 1.0
    },
    {
     "p": 0.09613829851150513,
     "m": 1.0
    },
    {
     "p": 0.09743326157331467,
     "m": 1.0
    },
    {
     "p": 0.056023698300123215,
     "m": 1.0
    },
    {
     "p": 0.05977809429168701,
     "m": 1.0
    },
    {
     "p": 0.09035221487283707,
     "m": 1.0
    },
    {
     "p": 0.09276992082595825,
     "m": 1.0
    },
    {
     "p": 0.12148141860961914,
     "m": 1.0
    },
    {
     "p": 0.02118821255862713,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 195,
   "train_loss": 1.1089038848876953,
   "val_loss": 0.8397381901741028,
   "acc": 73.82,
   "time": 302.1209989290219,
   "param": [
    {
     "p": 0.11160825192928314,
     "m": 1.0
    },
    {
     "p": 0.007931881584227085,
     "m": 1.0
    },
    {
     "p": 0.10527733713388443,
     "m": 1.0
    },
    {
     "p": 0.10178468376398087,
     "m": 1.0
    },
    {
     "p": 0.008609173819422722,
     "m": 1.0
    },
    {
     "p": 0.014864876866340637,
     "m": 1.0
    },
    {
     "p": 0.11409684270620346,
     "m": 1.0
    },
    {
     "p": 0.1162879467010498,
     "m": 1.0
    },
    {
     "p": 0.05198495462536812,
     "m": 1.0
    },
    {
     "p": 0.04049064591526985,
     "m": 1.0
    },
    {
     "p": 0.09765883535146713,
     "m": 1.0
    },
    {
     "p": 0.09878935664892197,
     "m": 1.0
    },
    {
     "p": 0.10789834707975388,
     "m": 1.0
    },
    {
     "p": 0.022716837003827095,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 196,
   "train_loss": 1.1976200342178345,
   "val_loss": 0.7691237330436707,
   "acc": 73.57,
   "time": 301.16861741105095,
   "param": [
    {
     "p": 0.11341224610805511,
     "m": 1.0
    },
    {
     "p": 0.009835128672420979,
     "m": 1.0
    },
    {
     "p": 0.11186382174491882,
     "m": 1.0
    },
    {
     "p": 0.10811740159988403,
     "m": 1.0
    },
    {
     "p": 0.009995085187256336,
     "m": 1.0
    },
    {
     "p": 0.014369631186127663,
     "m": 1.0
    },
    {
     "p": 0.1013745591044426,
     "m": 1.0
    },
    {
     "p": 0.11043227463960648,
     "m": 1.0
    },
    {
     "p": 0.04717413708567619,
     "m": 1.0
    },
    {
     "p": 0.05377853661775589,
     "m": 1.0
    },
    {
     "p": 0.07800837606191635,
     "m": 1.0
    },
    {
     "p": 0.09894564002752304,
     "m": 1.0
    },
    {
     "p": 0.12484726309776306,
     "m": 1.0
    },
    {
     "p": 0.01784583181142807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 197,
   "train_loss": 1.2651352882385254,
   "val_loss": 0.795627772808075,
   "acc": 73.24,
   "time": 303.6861259570578,
   "param": [
    {
     "p": 0.10200123488903046,
     "m": 1.0
    },
    {
     "p": 0.06478510797023773,
     "m": 1.0
    },
    {
     "p": 0.12902025878429413,
     "m": 1.0
    },
    {
     "p": 0.0834348052740097,
     "m": 1.0
    },
    {
     "p": 0.005308330524712801,
     "m": 1.0
    },
    {
     "p": 0.014565100893378258,
     "m": 1.0
    },
    {
     "p": 0.09268767386674881,
     "m": 1.0
    },
    {
     "p": 0.12254036217927933,
     "m": 1.0
    },
    {
     "p": 0.04360230639576912,
     "m": 1.0
    },
    {
     "p": 0.04509994387626648,
     "m": 1.0
    },
    {
     "p": 0.0811457484960556,
     "m": 1.0
    },
    {
     "p": 0.08976484090089798,
     "m": 1.0
    },
    {
     "p": 0.10468542575836182,
     "m": 1.0
    },
    {
     "p": 0.021358948200941086,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 198,
   "train_loss": 1.0653843879699707,
   "val_loss": 0.8192643523216248,
   "acc": 73.91,
   "time": 302.86793863098137,
   "param": [
    {
     "p": 0.12295322120189667,
     "m": 1.0
    },
    {
     "p": 0.00746577512472868,
     "m": 1.0
    },
    {
     "p": 0.11530091613531113,
     "m": 1.0
    },
    {
     "p": 0.09952234476804733,
     "m": 1.0
    },
    {
     "p": 0.010490281507372856,
     "m": 1.0
    },
    {
     "p": 0.018142566084861755,
     "m": 1.0
    },
    {
     "p": 0.046194903552532196,
     "m": 1.0
    },
    {
     "p": 0.11038389056921005,
     "m": 1.0
    },
    {
     "p": 0.05141808092594147,
     "m": 1.0
    },
    {
     "p": 0.0412493571639061,
     "m": 1.0
    },
    {
     "p": 0.09876380860805511,
     "m": 1.0
    },
    {
     "p": 0.12671999633312225,
     "m": 1.0
    },
    {
     "p": 0.12702208757400513,
     "m": 1.0
    },
    {
     "p": 0.024372799322009087,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 199,
   "train_loss": 0.9595692753791809,
   "val_loss": 0.9065413475036621,
   "acc": 74.35,
   "time": 295.1621330860071,
   "param": [
    {
     "p": 0.10300377756357193,
     "m": 1.0
    },
    {
     "p": 0.008472912944853306,
     "m": 1.0
    },
    {
     "p": 0.10673777759075165,
     "m": 1.0
    },
    {
     "p": 0.09608448296785355,
     "m": 1.0
    },
    {
     "p": 0.06408572196960449,
     "m": 1.0
    },
    {
     "p": 0.012576145119965076,
     "m": 1.0
    },
    {
     "p": 0.08370854705572128,
     "m": 1.0
    },
    {
     "p": 0.09779016673564911,
     "m": 1.0
    },
    {
     "p": 0.0443326011300087,
     "m": 1.0
    },
    {
     "p": 0.05470713600516319,
     "m": 1.0
    },
    {
     "p": 0.10799013078212738,
     "m": 1.0
    },
    {
     "p": 0.08782614022493362,
     "m": 1.0
    },
    {
     "p": 0.11125721782445908,
     "m": 1.0
    },
    {
     "p": 0.02142719179391861,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 200,
   "train_loss": 1.5022190809249878,
   "val_loss": 0.8057165145874023,
   "acc": 74.45,
   "time": 300.0994029659778,
   "param": [
    {
     "p": 0.10748916119337082,
     "m": 1.0
    },
    {
     "p": 0.010913156904280186,
     "m": 1.0
    },
    {
     "p": 0.11842840909957886,
     "m": 1.0
    },
    {
     "p": 0.1031249612569809,
     "m": 1.0
    },
    {
     "p": 0.0027957982383668423,
     "m": 1.0
    },
    {
     "p": 0.03061467781662941,
     "m": 1.0
    },
    {
     "p": 0.09873244911432266,
     "m": 1.0
    },
    {
     "p": 0.09289755672216415,
     "m": 1.0
    },
    {
     "p": 0.051096174865961075,
     "m": 1.0
    },
    {
     "p": 0.0583660714328289,
     "m": 1.0
    },
    {
     "p": 0.0921366736292839,
     "m": 1.0
    },
    {
     "p": 0.09625062346458435,
     "m": 1.0
    },
    {
     "p": 0.1136188730597496,
     "m": 1.0
    },
    {
     "p": 0.023535363376140594,
     "m": 1.0
    }
   ]
  }
 ]
}