{
 "Accuracy": 72.49,
 "Time": [
  152.11718400391334,
  7.898921727588958
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize",
  "BadColor",
  "BadSharpness",
  "BadContrast",
  "BadBrightness"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.287940263748169,
   "val_loss": 2.27378249168396,
   "acc": 17.55,
   "time": 140.818137589,
   "param": [
    {
     "p": 0.06559870392084122,
     "m": 1.0
    },
    {
     "p": 0.05575719103217125,
     "m": 1.0
    },
    {
     "p": 0.0601443350315094,
     "m": 1.0
    },
    {
     "p": 0.07462961226701736,
     "m": 0.996879518032074
    },
    {
     "p": 0.060447465628385544,
     "m": 0.9715244770050049
    },
    {
     "p": 0.01872226595878601,
     "m": 1.0
    },
    {
     "p": 0.08434642106294632,
     "m": 0.9975908994674683
    },
    {
     "p": 0.05946928262710571,
     "m": 0.9923940896987915
    },
    {
     "p": 0.04588120058178902,
     "m": 0.9961284399032593
    },
    {
     "p": 0.08460532873868942,
     "m": 1.0
    },
    {
     "p": 0.045061882585287094,
     "m": 0.9903556704521179
    },
    {
     "p": 0.08466845750808716,
     "m": 0.999718189239502
    },
    {
     "p": 0.06814142316579819,
     "m": 1.0
    },
    {
     "p": 0.00426722364500165,
     "m": 1.0
    },
    {
     "p": 0.07739870250225067,
     "m": 1.0
    },
    {
     "p": 0.06488724052906036,
     "m": 1.0
    },
    {
     "p": 0.045973267406225204,
     "m": 0.9933987855911255
    },
    {
     "p": 0.0,
     "m": 0.9874047040939331
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.1767218112945557,
   "val_loss": 2.054124593734741,
   "acc": 26.2,
   "time": 155.59959494799998,
   "param": [
    {
     "p": 0.05378367006778717,
     "m": 1.0
    },
    {
     "p": 0.0019748772028833628,
     "m": 1.0
    },
    {
     "p": 0.048793990164995193,
     "m": 1.0
    },
    {
     "p": 0.06488314270973206,
     "m": 0.9944093823432922
    },
    {
     "p": 0.1082373782992363,
     "m": 0.8603827357292175
    },
    {
     "p": 0.012858477421104908,
     "m": 0.9854554533958435
    },
    {
     "p": 0.08976443111896515,
     "m": 0.8129175305366516
    },
    {
     "p": 0.028237007558345795,
     "m": 0.935392439365387
    },
    {
     "p": 0.07165255397558212,
     "m": 1.0
    },
    {
     "p": 0.011762146838009357,
     "m": 0.9487416744232178
    },
    {
     "p": 0.11798162013292313,
     "m": 1.0
    },
    {
     "p": 0.023441290482878685,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04571367800235748,
     "m": 1.0
    },
    {
     "p": 0.18025097250938416,
     "m": 0.7668536305427551
    },
    {
     "p": 0.03878938406705856,
     "m": 1.0
    },
    {
     "p": 0.03451286628842354,
     "m": 0.9434792995452881
    },
    {
     "p": 0.06736253947019577,
     "m": 0.9186376333236694
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.1337966918945312,
   "val_loss": 2.0200188159942627,
   "acc": 29.63,
   "time": 138.91516753899998,
   "param": [
    {
     "p": 0.0361599437892437,
     "m": 1.0
    },
    {
     "p": 0.003688060212880373,
     "m": 1.0
    },
    {
     "p": 0.10499991476535797,
     "m": 1.0
    },
    {
     "p": 0.02839173749089241,
     "m": 0.9133735299110413
    },
    {
     "p": 0.11756452172994614,
     "m": 0.7168161869049072
    },
    {
     "p": 0.07843107730150223,
     "m": 0.9488620162010193
    },
    {
     "p": 0.014049707911908627,
     "m": 1.0
    },
    {
     "p": 0.002425136975944042,
     "m": 0.9294166564941406
    },
    {
     "p": 0.057616181671619415,
     "m": 1.0
    },
    {
     "p": 0.04386572539806366,
     "m": 0.8541743159294128
    },
    {
     "p": 0.06010909378528595,
     "m": 0.9855208396911621
    },
    {
     "p": 0.10349907726049423,
     "m": 1.0
    },
    {
     "p": 0.08274911344051361,
     "m": 1.0
    },
    {
     "p": 0.024024723097682,
     "m": 1.0
    },
    {
     "p": 0.056054435670375824,
     "m": 0.5988236665725708
    },
    {
     "p": 0.10667919367551804,
     "m": 1.0
    },
    {
     "p": 0.03487396985292435,
     "m": 0.9820147752761841
    },
    {
     "p": 0.044818371534347534,
     "m": 0.9369209408760071
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.082472085952759,
   "val_loss": 1.7672134637832642,
   "acc": 35.45,
   "time": 150.22499843000003,
   "param": [
    {
     "p": 0.07179085910320282,
     "m": 1.0
    },
    {
     "p": 0.042568277567625046,
     "m": 1.0
    },
    {
     "p": 0.06276693195104599,
     "m": 1.0
    },
    {
     "p": 0.06054285913705826,
     "m": 0.8535119891166687
    },
    {
     "p": 0.06589391827583313,
     "m": 0.5080211162567139
    },
    {
     "p": 0.05090466886758804,
     "m": 0.658649742603302
    },
    {
     "p": 0.07232954353094101,
     "m": 0.9373526573181152
    },
    {
     "p": 0.05594289302825928,
     "m": 1.0
    },
    {
     "p": 0.05064630135893822,
     "m": 0.9976416826248169
    },
    {
     "p": 0.05475615710020065,
     "m": 0.6867448687553406
    },
    {
     "p": 0.0811467245221138,
     "m": 1.0
    },
    {
     "p": 0.04962380975484848,
     "m": 1.0
    },
    {
     "p": 0.06116722524166107,
     "m": 1.0
    },
    {
     "p": 0.023505479097366333,
     "m": 1.0
    },
    {
     "p": 0.07975225895643234,
     "m": 0.490155965089798
    },
    {
     "p": 0.07405074685811996,
     "m": 1.0
    },
    {
     "p": 0.018423277884721756,
     "m": 0.9679908156394958
    },
    {
     "p": 0.024188049137592316,
     "m": 0.948324978351593
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.8399512767791748,
   "val_loss": 1.6835616827011108,
   "acc": 39.72,
   "time": 140.14675852699997,
   "param": [
    {
     "p": 0.04223696142435074,
     "m": 1.0
    },
    {
     "p": 0.00028702887357212603,
     "m": 1.0
    },
    {
     "p": 0.0795542523264885,
     "m": 1.0
    },
    {
     "p": 0.060508787631988525,
     "m": 0.845221221446991
    },
    {
     "p": 0.06975696235895157,
     "m": 0.40133434534072876
    },
    {
     "p": 0.04287164658308029,
     "m": 0.7256444692611694
    },
    {
     "p": 0.10084833204746246,
     "m": 0.9388909339904785
    },
    {
     "p": 0.07090678066015244,
     "m": 1.0
    },
    {
     "p": 0.05199460685253143,
     "m": 0.998316764831543
    },
    {
     "p": 0.04438215494155884,
     "m": 0.5606387853622437
    },
    {
     "p": 0.04014325141906738,
     "m": 0.9891892671585083
    },
    {
     "p": 0.10478779673576355,
     "m": 1.0
    },
    {
     "p": 0.04515576362609863,
     "m": 1.0
    },
    {
     "p": 0.011067861691117287,
     "m": 1.0
    },
    {
     "p": 0.10494912415742874,
     "m": 0.5151335597038269
    },
    {
     "p": 0.08917143940925598,
     "m": 1.0
    },
    {
     "p": 0.02780790999531746,
     "m": 1.0
    },
    {
     "p": 0.013569272123277187,
     "m": 0.953231692314148
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.770806074142456,
   "val_loss": 1.7108639478683472,
   "acc": 42.26,
   "time": 166.7679030459999,
   "param": [
    {
     "p": 0.03572152554988861,
     "m": 1.0
    },
    {
     "p": 0.06301650404930115,
     "m": 1.0
    },
    {
     "p": 0.08999602496623993,
     "m": 1.0
    },
    {
     "p": 0.036883555352687836,
     "m": 0.8227247595787048
    },
    {
     "p": 0.05375484749674797,
     "m": 0.20447394251823425
    },
    {
     "p": 0.06077413260936737,
     "m": 0.5946677923202515
    },
    {
     "p": 0.07369320094585419,
     "m": 0.8851829171180725
    },
    {
     "p": 0.07358301430940628,
     "m": 0.9624572396278381
    },
    {
     "p": 0.03745586425065994,
     "m": 1.0
    },
    {
     "p": 0.040953703224658966,
     "m": 0.4032094180583954
    },
    {
     "p": 0.07764466851949692,
     "m": 0.9981306195259094
    },
    {
     "p": 0.07055649161338806,
     "m": 1.0
    },
    {
     "p": 0.08874130249023438,
     "m": 1.0
    },
    {
     "p": 0.04803978651762009,
     "m": 1.0
    },
    {
     "p": 0.036388248205184937,
     "m": 0.3499840199947357
    },
    {
     "p": 0.07383129000663757,
     "m": 1.0
    },
    {
     "p": 0.02110462822020054,
     "m": 0.9824221134185791
    },
    {
     "p": 0.01786121353507042,
     "m": 0.9171433448791504
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.7972997426986694,
   "val_loss": 1.6171810626983643,
   "acc": 44.45,
   "time": 159.36899106599992,
   "param": [
    {
     "p": 0.05048470199108124,
     "m": 1.0
    },
    {
     "p": 0.02126173861324787,
     "m": 1.0
    },
    {
     "p": 0.08568946272134781,
     "m": 1.0
    },
    {
     "p": 0.03856020048260689,
     "m": 0.8921313285827637
    },
    {
     "p": 0.027976101264357567,
     "m": 0.3065207898616791
    },
    {
     "p": 0.0,
     "m": 0.7205856442451477
    },
    {
     "p": 0.12143818289041519,
     "m": 0.963586151599884
    },
    {
     "p": 0.07488514482975006,
     "m": 0.9928154349327087
    },
    {
     "p": 0.05277612805366516,
     "m": 0.9175036549568176
    },
    {
     "p": 0.06338062882423401,
     "m": 0.5486357808113098
    },
    {
     "p": 4.2626390495570377e-05,
     "m": 0.8737061023712158
    },
    {
     "p": 0.03687680512666702,
     "m": 0.9977595806121826
    },
    {
     "p": 0.09787158668041229,
     "m": 1.0
    },
    {
     "p": 0.08877497166395187,
     "m": 1.0
    },
    {
     "p": 0.1626960188150406,
     "m": 0.42143040895462036
    },
    {
     "p": 0.07485373318195343,
     "m": 0.9591590166091919
    },
    {
     "p": 0.0,
     "m": 0.7925501465797424
    },
    {
     "p": 0.002431937027722597,
     "m": 0.864651083946228
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.627829909324646,
   "val_loss": 1.5948415994644165,
   "acc": 46.76,
   "time": 149.5885961659999,
   "param": [
    {
     "p": 0.059217389672994614,
     "m": 1.0
    },
    {
     "p": 0.023047015070915222,
     "m": 1.0
    },
    {
     "p": 0.062177885323762894,
     "m": 1.0
    },
    {
     "p": 0.06771940737962723,
     "m": 0.9095985889434814
    },
    {
     "p": 0.05958062782883644,
     "m": 0.37018823623657227
    },
    {
     "p": 0.0608954094350338,
     "m": 0.6443395614624023
    },
    {
     "p": 0.08738815784454346,
     "m": 0.9444780945777893
    },
    {
     "p": 0.04061951860785484,
     "m": 0.9470229744911194
    },
    {
     "p": 0.05560760945081711,
     "m": 0.9741153120994568
    },
    {
     "p": 0.05758323520421982,
     "m": 0.6290461421012878
    },
    {
     "p": 0.05057268217206001,
     "m": 1.0
    },
    {
     "p": 0.0481811948120594,
     "m": 0.9972097277641296
    },
    {
     "p": 0.06334143131971359,
     "m": 1.0
    },
    {
     "p": 0.057875655591487885,
     "m": 1.0
    },
    {
     "p": 0.07997944205999374,
     "m": 0.3715672791004181
    },
    {
     "p": 0.0671103373169899,
     "m": 0.9947353601455688
    },
    {
     "p": 0.02538321167230606,
     "m": 0.8930434584617615
    },
    {
     "p": 0.033719826489686966,
     "m": 0.9529823064804077
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.7385482788085938,
   "val_loss": 1.4883935451507568,
   "acc": 47.99,
   "time": 139.77178414499986,
   "param": [
    {
     "p": 0.10282626003026962,
     "m": 1.0
    },
    {
     "p": 0.03274421766400337,
     "m": 1.0
    },
    {
     "p": 0.038221389055252075,
     "m": 1.0
    },
    {
     "p": 0.036465488374233246,
     "m": 0.9163368940353394
    },
    {
     "p": 0.057568516582250595,
     "m": 0.20936831831932068
    },
    {
     "p": 0.06497203558683395,
     "m": 0.6034599542617798
    },
    {
     "p": 0.07380010932683945,
     "m": 0.7796002626419067
    },
    {
     "p": 0.07579811662435532,
     "m": 0.945875346660614
    },
    {
     "p": 0.05536225438117981,
     "m": 1.0
    },
    {
     "p": 0.08298502117395401,
     "m": 0.6011634469032288
    },
    {
     "p": 0.05738065764307976,
     "m": 1.0
    },
    {
     "p": 0.07163412123918533,
     "m": 1.0
    },
    {
     "p": 0.05295434594154358,
     "m": 1.0
    },
    {
     "p": 0.028971664607524872,
     "m": 1.0
    },
    {
     "p": 0.021592270582914352,
     "m": 0.5101681351661682
    },
    {
     "p": 0.09159422665834427,
     "m": 1.0
    },
    {
     "p": 0.028217151761054993,
     "m": 0.9429138898849487
    },
    {
     "p": 0.026912197470664978,
     "m": 0.9362689852714539
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.644378662109375,
   "val_loss": 1.4545232057571411,
   "acc": 49.28,
   "time": 161.99119075399994,
   "param": [
    {
     "p": 0.10201539099216461,
     "m": 1.0
    },
    {
     "p": 0.02666495181620121,
     "m": 1.0
    },
    {
     "p": 0.04373180493712425,
     "m": 1.0
    },
    {
     "p": 0.035607799887657166,
     "m": 0.9534385800361633
    },
    {
     "p": 0.07565934956073761,
     "m": 0.1639830321073532
    },
    {
     "p": 0.06773804128170013,
     "m": 0.6527374982833862
    },
    {
     "p": 0.11527078598737717,
     "m": 0.885202944278717
    },
    {
     "p": 0.014844988472759724,
     "m": 0.902854323387146
    },
    {
     "p": 0.04090673848986626,
     "m": 0.9985346794128418
    },
    {
     "p": 0.1316208839416504,
     "m": 0.6207605600357056
    },
    {
     "p": 0.050217896699905396,
     "m": 0.9780506491661072
    },
    {
     "p": 0.04335932061076164,
     "m": 1.0
    },
    {
     "p": 0.07563105970621109,
     "m": 1.0
    },
    {
     "p": 0.05586723983287811,
     "m": 1.0
    },
    {
     "p": 0.040938057005405426,
     "m": 0.6606358289718628
    },
    {
     "p": 0.05563363432884216,
     "m": 1.0
    },
    {
     "p": 0.01770418882369995,
     "m": 0.8724040985107422
    },
    {
     "p": 0.006587781012058258,
     "m": 0.7984024286270142
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.6551576852798462,
   "val_loss": 1.482709288597107,
   "acc": 52.03,
   "time": 157.09128745199996,
   "param": [
    {
     "p": 0.07449231296777725,
     "m": 1.0
    },
    {
     "p": 0.021233977749943733,
     "m": 1.0
    },
    {
     "p": 0.04048405960202217,
     "m": 1.0
    },
    {
     "p": 0.07194142043590546,
     "m": 1.0
    },
    {
     "p": 0.04055291414260864,
     "m": 0.22405512630939484
    },
    {
     "p": 0.02081497758626938,
     "m": 0.7248356938362122
    },
    {
     "p": 0.08263681828975677,
     "m": 1.0
    },
    {
     "p": 0.07992088049650192,
     "m": 0.930864691734314
    },
    {
     "p": 0.047031234949827194,
     "m": 0.958631694316864
    },
    {
     "p": 0.06955578923225403,
     "m": 0.603501558303833
    },
    {
     "p": 0.08545511960983276,
     "m": 1.0
    },
    {
     "p": 0.08403060585260391,
     "m": 1.0
    },
    {
     "p": 0.09444046020507812,
     "m": 1.0
    },
    {
     "p": 0.027415145188570023,
     "m": 1.0
    },
    {
     "p": 0.04433806613087654,
     "m": 0.7625142931938171
    },
    {
     "p": 0.07483676820993423,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.7878535389900208
    },
    {
     "p": 0.04081939160823822,
     "m": 0.7921456694602966
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.5896819829940796,
   "val_loss": 1.4768396615982056,
   "acc": 49.65,
   "time": 147.16534010100008,
   "param": [
    {
     "p": 0.07344020158052444,
     "m": 1.0
    },
    {
     "p": 0.056563545018434525,
     "m": 1.0
    },
    {
     "p": 0.05938773974776268,
     "m": 1.0
    },
    {
     "p": 0.08067420870065689,
     "m": 0.9407974481582642
    },
    {
     "p": 0.036318086087703705,
     "m": 0.24671009182929993
    },
    {
     "p": 0.05134992301464081,
     "m": 0.6794631481170654
    },
    {
     "p": 0.0601191483438015,
     "m": 0.9994606971740723
    },
    {
     "p": 0.030841950327157974,
     "m": 0.9987993836402893
    },
    {
     "p": 0.07273954153060913,
     "m": 1.0
    },
    {
     "p": 0.055396709591150284,
     "m": 0.6693121194839478
    },
    {
     "p": 0.03264263644814491,
     "m": 0.996791422367096
    },
    {
     "p": 0.03486787527799606,
     "m": 1.0
    },
    {
     "p": 0.05195388197898865,
     "m": 1.0
    },
    {
     "p": 0.06814266741275787,
     "m": 1.0
    },
    {
     "p": 0.05127336084842682,
     "m": 0.8156554102897644
    },
    {
     "p": 0.07482786476612091,
     "m": 1.0
    },
    {
     "p": 0.04142993688583374,
     "m": 0.7370964288711548
    },
    {
     "p": 0.0680307075381279,
     "m": 0.8061425685882568
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.6887969970703125,
   "val_loss": 1.4304193258285522,
   "acc": 52.65,
   "time": 156.0880451019998,
   "param": [
    {
     "p": 0.07838218659162521,
     "m": 1.0
    },
    {
     "p": 0.04890519753098488,
     "m": 1.0
    },
    {
     "p": 0.0662725642323494,
     "m": 1.0
    },
    {
     "p": 0.07257220149040222,
     "m": 0.9711613059043884
    },
    {
     "p": 0.04266685992479324,
     "m": 0.24424491822719574
    },
    {
     "p": 0.02967977337539196,
     "m": 0.669823408126831
    },
    {
     "p": 0.031051822006702423,
     "m": 0.9742918014526367
    },
    {
     "p": 0.08760561048984528,
     "m": 0.9954358339309692
    },
    {
     "p": 0.02068549208343029,
     "m": 0.9342936277389526
    },
    {
     "p": 0.06753695756196976,
     "m": 0.6855419278144836
    },
    {
     "p": 0.10343428701162338,
     "m": 0.9916541576385498
    },
    {
     "p": 0.07118511199951172,
     "m": 0.9833148121833801
    },
    {
     "p": 0.08054670691490173,
     "m": 1.0
    },
    {
     "p": 0.02064736746251583,
     "m": 1.0
    },
    {
     "p": 0.07959287613630295,
     "m": 0.844828724861145
    },
    {
     "p": 0.08293750137090683,
     "m": 0.9890758991241455
    },
    {
     "p": 0.0,
     "m": 0.735812783241272
    },
    {
     "p": 0.01629740558564663,
     "m": 0.8137167096138
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.57261323928833,
   "val_loss": 1.295095682144165,
   "acc": 53.49,
   "time": 170.75082566600008,
   "param": [
    {
     "p": 0.07907764613628387,
     "m": 1.0
    },
    {
     "p": 0.05045032873749733,
     "m": 1.0
    },
    {
     "p": 0.044427841901779175,
     "m": 1.0
    },
    {
     "p": 0.041497502475976944,
     "m": 0.8764970302581787
    },
    {
     "p": 0.07956694811582565,
     "m": 0.17155887186527252
    },
    {
     "p": 0.05496184900403023,
     "m": 0.6462032794952393
    },
    {
     "p": 0.03851262480020523,
     "m": 0.999280571937561
    },
    {
     "p": 0.056436873972415924,
     "m": 1.0
    },
    {
     "p": 0.0543687529861927,
     "m": 0.9855527877807617
    },
    {
     "p": 0.055985912680625916,
     "m": 0.7351829409599304
    },
    {
     "p": 0.07524251937866211,
     "m": 1.0
    },
    {
     "p": 0.07630965113639832,
     "m": 0.9947335124015808
    },
    {
     "p": 0.08550737053155899,
     "m": 1.0
    },
    {
     "p": 0.036106713116168976,
     "m": 1.0
    },
    {
     "p": 0.06680652499198914,
     "m": 0.9126440286636353
    },
    {
     "p": 0.04987344145774841,
     "m": 0.9827558994293213
    },
    {
     "p": 0.03530188649892807,
     "m": 0.7922325134277344
    },
    {
     "p": 0.019565561786293983,
     "m": 0.8051394820213318
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.587188720703125,
   "val_loss": 1.2503273487091064,
   "acc": 55.55,
   "time": 158.00324863900005,
   "param": [
    {
     "p": 0.057835452258586884,
     "m": 1.0
    },
    {
     "p": 0.03275010734796524,
     "m": 1.0
    },
    {
     "p": 0.06982289254665375,
     "m": 1.0
    },
    {
     "p": 0.06195928156375885,
     "m": 0.907047688961029
    },
    {
     "p": 0.055947091430425644,
     "m": 0.2585686445236206
    },
    {
     "p": 0.04127487167716026,
     "m": 0.612338662147522
    },
    {
     "p": 0.07776635140180588,
     "m": 0.9696940183639526
    },
    {
     "p": 0.060951605439186096,
     "m": 0.9383432865142822
    },
    {
     "p": 0.06002064794301987,
     "m": 1.0
    },
    {
     "p": 0.03805531561374664,
     "m": 0.8003833889961243
    },
    {
     "p": 0.07127542048692703,
     "m": 1.0
    },
    {
     "p": 0.06049932911992073,
     "m": 0.9978991150856018
    },
    {
     "p": 0.06311129778623581,
     "m": 1.0
    },
    {
     "p": 0.080486960709095,
     "m": 1.0
    },
    {
     "p": 0.062255408614873886,
     "m": 0.8968475461006165
    },
    {
     "p": 0.04630819708108902,
     "m": 0.9732814431190491
    },
    {
     "p": 0.031550947576761246,
     "m": 0.7841402888298035
    },
    {
     "p": 0.028128771111369133,
     "m": 0.7584884166717529
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.3706839084625244,
   "val_loss": 1.3015333414077759,
   "acc": 55.38,
   "time": 156.896272554,
   "param": [
    {
     "p": 0.07556367665529251,
     "m": 1.0
    },
    {
     "p": 0.05326471105217934,
     "m": 1.0
    },
    {
     "p": 0.05524090304970741,
     "m": 1.0
    },
    {
     "p": 0.056314852088689804,
     "m": 0.9930731058120728
    },
    {
     "p": 0.05847976356744766,
     "m": 0.2353527694940567
    },
    {
     "p": 0.058196891099214554,
     "m": 0.6410175561904907
    },
    {
     "p": 0.06325637549161911,
     "m": 0.9888166785240173
    },
    {
     "p": 0.037136711180210114,
     "m": 0.9998149871826172
    },
    {
     "p": 0.05015247315168381,
     "m": 1.0
    },
    {
     "p": 0.047973498702049255,
     "m": 0.8064132928848267
    },
    {
     "p": 0.056509848684072495,
     "m": 1.0
    },
    {
     "p": 0.06499452143907547,
     "m": 0.9979803562164307
    },
    {
     "p": 0.08904771506786346,
     "m": 1.0
    },
    {
     "p": 0.03369596228003502,
     "m": 1.0
    },
    {
     "p": 0.05639810487627983,
     "m": 0.9599630832672119
    },
    {
     "p": 0.05251636356115341,
     "m": 0.9941181540489197
    },
    {
     "p": 0.04531880095601082,
     "m": 0.8692706823348999
    },
    {
     "p": 0.04593886807560921,
     "m": 0.8563446402549744
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.6589159965515137,
   "val_loss": 1.378050684928894,
   "acc": 52.39,
   "time": 151.1824925650003,
   "param": [
    {
     "p": 0.05335766077041626,
     "m": 1.0
    },
    {
     "p": 0.022297494113445282,
     "m": 1.0
    },
    {
     "p": 0.07261944562196732,
     "m": 1.0
    },
    {
     "p": 0.043925583362579346,
     "m": 0.9559891223907471
    },
    {
     "p": 0.04569309577345848,
     "m": 0.2503931522369385
    },
    {
     "p": 0.04586869105696678,
     "m": 0.6556551456451416
    },
    {
     "p": 0.08750394731760025,
     "m": 0.9658167362213135
    },
    {
     "p": 0.05911220982670784,
     "m": 0.9022282958030701
    },
    {
     "p": 0.05584920570254326,
     "m": 0.9925159215927124
    },
    {
     "p": 0.06127627566456795,
     "m": 0.7349026203155518
    },
    {
     "p": 0.04964844509959221,
     "m": 1.0
    },
    {
     "p": 0.07601867616176605,
     "m": 1.0
    },
    {
     "p": 0.089798204600811,
     "m": 1.0
    },
    {
     "p": 0.049079351127147675,
     "m": 1.0
    },
    {
     "p": 0.07723992317914963,
     "m": 0.9022569060325623
    },
    {
     "p": 0.059640899300575256,
     "m": 0.9801250100135803
    },
    {
     "p": 0.012397401034832,
     "m": 0.9991154074668884
    },
    {
     "p": 0.03867350146174431,
     "m": 0.9156864881515503
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.3207448720932007,
   "val_loss": 1.2481036186218262,
   "acc": 57.68,
   "time": 142.12152057499998,
   "param": [
    {
     "p": 0.07280850410461426,
     "m": 1.0
    },
    {
     "p": 0.031194915995001793,
     "m": 1.0
    },
    {
     "p": 0.0856354683637619,
     "m": 1.0
    },
    {
     "p": 0.07115595787763596,
     "m": 0.9813317656517029
    },
    {
     "p": 0.057043589651584625,
     "m": 0.24731852114200592
    },
    {
     "p": 0.04686623811721802,
     "m": 0.7382100820541382
    },
    {
     "p": 0.06618839502334595,
     "m": 0.8253477811813354
    },
    {
     "p": 0.08208297193050385,
     "m": 0.9149125814437866
    },
    {
     "p": 0.06659836322069168,
     "m": 1.0
    },
    {
     "p": 0.07016817480325699,
     "m": 0.6819384098052979
    },
    {
     "p": 0.049510784447193146,
     "m": 0.9812520146369934
    },
    {
     "p": 0.0642549991607666,
     "m": 1.0
    },
    {
     "p": 0.06579569727182388,
     "m": 1.0
    },
    {
     "p": 0.03569263592362404,
     "m": 1.0
    },
    {
     "p": 0.03370657563209534,
     "m": 0.8996913433074951
    },
    {
     "p": 0.07512693852186203,
     "m": 1.0
    },
    {
     "p": 0.0023868936114013195,
     "m": 0.9173231720924377
    },
    {
     "p": 0.0237828828394413,
     "m": 0.8656774163246155
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.7933480739593506,
   "val_loss": 1.2385576963424683,
   "acc": 57.07,
   "time": 143.85015989099975,
   "param": [
    {
     "p": 0.059846971184015274,
     "m": 1.0
    },
    {
     "p": 0.037222087383270264,
     "m": 1.0
    },
    {
     "p": 0.06591132283210754,
     "m": 1.0
    },
    {
     "p": 0.04901755601167679,
     "m": 0.9184114336967468
    },
    {
     "p": 0.06502999365329742,
     "m": 0.2888801395893097
    },
    {
     "p": 0.05015433579683304,
     "m": 0.7530272603034973
    },
    {
     "p": 0.05237710475921631,
     "m": 0.7986453771591187
    },
    {
     "p": 0.04060039669275284,
     "m": 0.8833889365196228
    },
    {
     "p": 0.06285586953163147,
     "m": 1.0
    },
    {
     "p": 0.07168357819318771,
     "m": 0.7768157720565796
    },
    {
     "p": 0.06842636317014694,
     "m": 0.9999443888664246
    },
    {
     "p": 0.06241786852478981,
     "m": 0.9963627457618713
    },
    {
     "p": 0.053650327026844025,
     "m": 1.0
    },
    {
     "p": 0.0594591461122036,
     "m": 1.0
    },
    {
     "p": 0.06635487824678421,
     "m": 0.9214770793914795
    },
    {
     "p": 0.06615501642227173,
     "m": 1.0
    },
    {
     "p": 0.03766597434878349,
     "m": 0.8947758674621582
    },
    {
     "p": 0.031171143054962158,
     "m": 0.8377417922019958
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.338373064994812,
   "val_loss": 1.219155192375183,
   "acc": 56.92,
   "time": 140.95533531399997,
   "param": [
    {
     "p": 0.04299823194742203,
     "m": 1.0
    },
    {
     "p": 0.014690417796373367,
     "m": 1.0
    },
    {
     "p": 0.07314392179250717,
     "m": 1.0
    },
    {
     "p": 0.06758209317922592,
     "m": 0.9874279499053955
    },
    {
     "p": 0.036489784717559814,
     "m": 0.299788236618042
    },
    {
     "p": 0.05822470039129257,
     "m": 0.6102582812309265
    },
    {
     "p": 0.06846999377012253,
     "m": 0.9261929392814636
    },
    {
     "p": 0.044559579342603683,
     "m": 0.9522290229797363
    },
    {
     "p": 0.06627718359231949,
     "m": 1.0
    },
    {
     "p": 0.07301449775695801,
     "m": 0.7833165526390076
    },
    {
     "p": 0.04751712828874588,
     "m": 0.9610077738761902
    },
    {
     "p": 0.07848379760980606,
     "m": 1.0
    },
    {
     "p": 0.07916522771120071,
     "m": 1.0
    },
    {
     "p": 0.05999985337257385,
     "m": 1.0
    },
    {
     "p": 0.056694794446229935,
     "m": 0.8720646500587463
    },
    {
     "p": 0.0613136924803257,
     "m": 0.9950878620147705
    },
    {
     "p": 0.030714701861143112,
     "m": 0.9033288359642029
    },
    {
     "p": 0.04066034033894539,
     "m": 0.8260859847068787
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.4493846893310547,
   "val_loss": 1.1673595905303955,
   "acc": 57.46,
   "time": 157.9189685460001,
   "param": [
    {
     "p": 0.07348892837762833,
     "m": 1.0
    },
    {
     "p": 0.002414528513327241,
     "m": 1.0
    },
    {
     "p": 0.09487253427505493,
     "m": 1.0
    },
    {
     "p": 0.07558609545230865,
     "m": 0.99176424741745
    },
    {
     "p": 0.08663299679756165,
     "m": 0.2523004412651062
    },
    {
     "p": 0.0336957648396492,
     "m": 0.5710698962211609
    },
    {
     "p": 0.050146233290433884,
     "m": 0.9720122814178467
    },
    {
     "p": 0.048601388931274414,
     "m": 1.0
    },
    {
     "p": 0.07435572147369385,
     "m": 1.0
    },
    {
     "p": 0.05542004108428955,
     "m": 0.7874377369880676
    },
    {
     "p": 0.06991585344076157,
     "m": 0.9994151592254639
    },
    {
     "p": 0.07465063035488129,
     "m": 1.0
    },
    {
     "p": 0.05313623324036598,
     "m": 1.0
    },
    {
     "p": 0.014909002929925919,
     "m": 1.0
    },
    {
     "p": 0.056299321353435516,
     "m": 0.8473899960517883
    },
    {
     "p": 0.07911842316389084,
     "m": 1.0
    },
    {
     "p": 0.02276388183236122,
     "m": 0.909879207611084
    },
    {
     "p": 0.03399233520030975,
     "m": 0.9460885524749756
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.3910033702850342,
   "val_loss": 1.180643081665039,
   "acc": 58.51,
   "time": 160.05389829000023,
   "param": [
    {
     "p": 0.08477737754583359,
     "m": 1.0
    },
    {
     "p": 0.044863637536764145,
     "m": 1.0
    },
    {
     "p": 0.0894138440489769,
     "m": 1.0
    },
    {
     "p": 0.048939649015665054,
     "m": 0.998900830745697
    },
    {
     "p": 0.05719209462404251,
     "m": 0.2430807501077652
    },
    {
     "p": 0.06620194017887115,
     "m": 0.6468038558959961
    },
    {
     "p": 0.05944175273180008,
     "m": 0.9320163726806641
    },
    {
     "p": 0.05593445152044296,
     "m": 0.9769749641418457
    },
    {
     "p": 0.07685712724924088,
     "m": 1.0
    },
    {
     "p": 0.05190492048859596,
     "m": 0.7461777925491333
    },
    {
     "p": 0.05553102865815163,
     "m": 1.0
    },
    {
     "p": 0.03694832697510719,
     "m": 0.9639703631401062
    },
    {
     "p": 0.06484648585319519,
     "m": 1.0
    },
    {
     "p": 0.039564330130815506,
     "m": 1.0
    },
    {
     "p": 0.06598193198442459,
     "m": 0.9016655087471008
    },
    {
     "p": 0.06963243335485458,
     "m": 1.0
    },
    {
     "p": 0.0049918461591005325,
     "m": 0.9216562509536743
    },
    {
     "p": 0.026976825669407845,
     "m": 0.9312596321105957
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.5242304801940918,
   "val_loss": 1.0845462083816528,
   "acc": 60.44,
   "time": 158.6529981660001,
   "param": [
    {
     "p": 0.05822078511118889,
     "m": 1.0
    },
    {
     "p": 0.042204488068819046,
     "m": 1.0
    },
    {
     "p": 0.0606594979763031,
     "m": 1.0
    },
    {
     "p": 0.06973229348659515,
     "m": 1.0
    },
    {
     "p": 0.05661047622561455,
     "m": 0.2507621645927429
    },
    {
     "p": 0.03793877363204956,
     "m": 0.6548402309417725
    },
    {
     "p": 0.05586056038737297,
     "m": 0.8776227235794067
    },
    {
     "p": 0.07589786499738693,
     "m": 1.0
    },
    {
     "p": 0.06533689051866531,
     "m": 0.999890148639679
    },
    {
     "p": 0.05026010051369667,
     "m": 0.7845403552055359
    },
    {
     "p": 0.037639159709215164,
     "m": 0.9956293702125549
    },
    {
     "p": 0.0828496590256691,
     "m": 1.0
    },
    {
     "p": 0.08289144933223724,
     "m": 1.0
    },
    {
     "p": 0.03305116295814514,
     "m": 1.0
    },
    {
     "p": 0.08082542568445206,
     "m": 1.0
    },
    {
     "p": 0.05737416818737984,
     "m": 1.0
    },
    {
     "p": 0.022899474948644638,
     "m": 0.8575105667114258
    },
    {
     "p": 0.029747825115919113,
     "m": 0.9156855940818787
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.5499927997589111,
   "val_loss": 1.1605509519577026,
   "acc": 59.05,
   "time": 150.43734373000007,
   "param": [
    {
     "p": 0.06138448417186737,
     "m": 1.0
    },
    {
     "p": 0.06020475551486015,
     "m": 1.0
    },
    {
     "p": 0.0768967941403389,
     "m": 1.0
    },
    {
     "p": 0.045501284301280975,
     "m": 1.0
    },
    {
     "p": 0.053445760160684586,
     "m": 0.3244689106941223
    },
    {
     "p": 0.052296265959739685,
     "m": 0.7210503816604614
    },
    {
     "p": 0.05298275500535965,
     "m": 0.817988932132721
    },
    {
     "p": 0.06348412483930588,
     "m": 1.0
    },
    {
     "p": 0.05612187832593918,
     "m": 1.0
    },
    {
     "p": 0.0636431947350502,
     "m": 0.7783247232437134
    },
    {
     "p": 0.06225819140672684,
     "m": 1.0
    },
    {
     "p": 0.05907820910215378,
     "m": 1.0
    },
    {
     "p": 0.06989609450101852,
     "m": 1.0
    },
    {
     "p": 0.04344813898205757,
     "m": 1.0
    },
    {
     "p": 0.0489971898496151,
     "m": 0.9873701930046082
    },
    {
     "p": 0.06409182399511337,
     "m": 1.0
    },
    {
     "p": 0.03342859447002411,
     "m": 0.9304884672164917
    },
    {
     "p": 0.03284047171473503,
     "m": 0.9805029630661011
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.388357162475586,
   "val_loss": 1.0683906078338623,
   "acc": 60.54,
   "time": 141.8416025470001,
   "param": [
    {
     "p": 0.07251312583684921,
     "m": 1.0
    },
    {
     "p": 0.07807207852602005,
     "m": 1.0
    },
    {
     "p": 0.04651899263262749,
     "m": 1.0
    },
    {
     "p": 0.06550652533769608,
     "m": 0.9930136799812317
    },
    {
     "p": 0.05902790278196335,
     "m": 0.3104071021080017
    },
    {
     "p": 0.0393330454826355,
     "m": 0.7259047627449036
    },
    {
     "p": 0.05582774430513382,
     "m": 0.8178451657295227
    },
    {
     "p": 0.07586044818162918,
     "m": 0.9964763522148132
    },
    {
     "p": 0.05771954357624054,
     "m": 0.994819164276123
    },
    {
     "p": 0.043638210743665695,
     "m": 0.7269240617752075
    },
    {
     "p": 0.07635922729969025,
     "m": 1.0
    },
    {
     "p": 0.08534222096204758,
     "m": 1.0
    },
    {
     "p": 0.07465533167123795,
     "m": 1.0
    },
    {
     "p": 0.0340779572725296,
     "m": 1.0
    },
    {
     "p": 0.038482606410980225,
     "m": 0.9970909953117371
    },
    {
     "p": 0.04360874369740486,
     "m": 1.0
    },
    {
     "p": 0.025662384927272797,
     "m": 0.9603165984153748
    },
    {
     "p": 0.02779392898082733,
     "m": 0.9851148724555969
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.4048420190811157,
   "val_loss": 1.1387908458709717,
   "acc": 58.61,
   "time": 142.6874492920001,
   "param": [
    {
     "p": 0.06078757345676422,
     "m": 1.0
    },
    {
     "p": 0.03138834238052368,
     "m": 1.0
    },
    {
     "p": 0.07069548964500427,
     "m": 1.0
    },
    {
     "p": 0.07158321142196655,
     "m": 0.962393581867218
    },
    {
     "p": 0.06901900470256805,
     "m": 0.30358046293258667
    },
    {
     "p": 0.04308388754725456,
     "m": 0.6809917092323303
    },
    {
     "p": 0.05909523740410805,
     "m": 0.7619092464447021
    },
    {
     "p": 0.05853212624788284,
     "m": 0.9954001903533936
    },
    {
     "p": 0.0459224097430706,
     "m": 1.0
    },
    {
     "p": 0.052357904613018036,
     "m": 0.6318029761314392
    },
    {
     "p": 0.07275596261024475,
     "m": 0.9976364970207214
    },
    {
     "p": 0.05304417014122009,
     "m": 1.0
    },
    {
     "p": 0.06497430801391602,
     "m": 1.0
    },
    {
     "p": 0.03719978779554367,
     "m": 1.0
    },
    {
     "p": 0.06575380265712738,
     "m": 0.9759616851806641
    },
    {
     "p": 0.05331771448254585,
     "m": 0.9998205900192261
    },
    {
     "p": 0.0407223254442215,
     "m": 0.9876348376274109
    },
    {
     "p": 0.049766652286052704,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.6465193033218384,
   "val_loss": 1.0778462886810303,
   "acc": 60.71,
   "time": 151.05802467899957,
   "param": [
    {
     "p": 0.08600033819675446,
     "m": 1.0
    },
    {
     "p": 0.04161158576607704,
     "m": 1.0
    },
    {
     "p": 0.08180009573698044,
     "m": 1.0
    },
    {
     "p": 0.07647956162691116,
     "m": 0.9489467740058899
    },
    {
     "p": 0.04018125310540199,
     "m": 0.40835970640182495
    },
    {
     "p": 0.039091646671295166,
     "m": 0.8124326467514038
    },
    {
     "p": 0.05195657163858414,
     "m": 0.6934080123901367
    },
    {
     "p": 0.03128539398312569,
     "m": 0.9209792017936707
    },
    {
     "p": 0.0726533755660057,
     "m": 1.0
    },
    {
     "p": 0.030018454417586327,
     "m": 0.7492688894271851
    },
    {
     "p": 0.07712876796722412,
     "m": 1.0
    },
    {
     "p": 0.08195964992046356,
     "m": 1.0
    },
    {
     "p": 0.07475769519805908,
     "m": 1.0
    },
    {
     "p": 0.03348864987492561,
     "m": 1.0
    },
    {
     "p": 0.09555287659168243,
     "m": 0.9923468828201294
    },
    {
     "p": 0.05808054655790329,
     "m": 0.9983744621276855
    },
    {
     "p": 0.0,
     "m": 0.9862765073776245
    },
    {
     "p": 0.027953483164310455,
     "m": 0.9340851306915283
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.2893579006195068,
   "val_loss": 1.0780315399169922,
   "acc": 61.55,
   "time": 140.11827428700053,
   "param": [
    {
     "p": 0.049756404012441635,
     "m": 1.0
    },
    {
     "p": 0.04799714684486389,
     "m": 1.0
    },
    {
     "p": 0.06556029617786407,
     "m": 1.0
    },
    {
     "p": 0.05003660172224045,
     "m": 1.0
    },
    {
     "p": 0.05985429883003235,
     "m": 0.42880454659461975
    },
    {
     "p": 0.05918208137154579,
     "m": 0.8601909875869751
    },
    {
     "p": 0.04504915699362755,
     "m": 0.7750906348228455
    },
    {
     "p": 0.04636286944150925,
     "m": 0.8147030472755432
    },
    {
     "p": 0.09510437399148941,
     "m": 1.0
    },
    {
     "p": 0.06818538904190063,
     "m": 0.7967249155044556
    },
    {
     "p": 0.05583534389734268,
     "m": 0.9944106936454773
    },
    {
     "p": 0.05870519205927849,
     "m": 0.9711602330207825
    },
    {
     "p": 0.0675935298204422,
     "m": 1.0
    },
    {
     "p": 0.03380659222602844,
     "m": 1.0
    },
    {
     "p": 0.033388495445251465,
     "m": 0.9974644780158997
    },
    {
     "p": 0.08019661158323288,
     "m": 0.9602639675140381
    },
    {
     "p": 0.04777340963482857,
     "m": 0.9999326467514038
    },
    {
     "p": 0.03561225160956383,
     "m": 0.972141444683075
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.2572896480560303,
   "val_loss": 1.1086411476135254,
   "acc": 61.13,
   "time": 142.7159160350002,
   "param": [
    {
     "p": 0.06052375212311745,
     "m": 1.0
    },
    {
     "p": 0.04520360007882118,
     "m": 1.0
    },
    {
     "p": 0.04500899091362953,
     "m": 1.0
    },
    {
     "p": 0.04366159811615944,
     "m": 0.9729370474815369
    },
    {
     "p": 0.04334122687578201,
     "m": 0.48054587841033936
    },
    {
     "p": 0.062424059957265854,
     "m": 0.991552472114563
    },
    {
     "p": 0.060494158416986465,
     "m": 0.9482531547546387
    },
    {
     "p": 0.05487215146422386,
     "m": 0.8746787905693054
    },
    {
     "p": 0.050268590450286865,
     "m": 1.0
    },
    {
     "p": 0.0784931480884552,
     "m": 0.7543126940727234
    },
    {
     "p": 0.06533204764127731,
     "m": 1.0
    },
    {
     "p": 0.07383841276168823,
     "m": 1.0
    },
    {
     "p": 0.053648386150598526,
     "m": 1.0
    },
    {
     "p": 0.06388930976390839,
     "m": 1.0
    },
    {
     "p": 0.05849141627550125,
     "m": 0.9994142055511475
    },
    {
     "p": 0.05058005452156067,
     "m": 0.981071412563324
    },
    {
     "p": 0.043867841362953186,
     "m": 1.0
    },
    {
     "p": 0.04606127738952637,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.2806942462921143,
   "val_loss": 1.1392887830734253,
   "acc": 62.76,
   "time": 158.3868418689999,
   "param": [
    {
     "p": 0.07403220981359482,
     "m": 1.0
    },
    {
     "p": 0.03204958140850067,
     "m": 1.0
    },
    {
     "p": 0.06829999387264252,
     "m": 1.0
    },
    {
     "p": 0.05806806683540344,
     "m": 0.9324778318405151
    },
    {
     "p": 0.036211609840393066,
     "m": 0.5377380847930908
    },
    {
     "p": 0.05695653706789017,
     "m": 0.9817221760749817
    },
    {
     "p": 0.07240726053714752,
     "m": 0.8736249208450317
    },
    {
     "p": 0.05713529884815216,
     "m": 0.9367913603782654
    },
    {
     "p": 0.06949406862258911,
     "m": 0.9979569315910339
    },
    {
     "p": 0.05733019858598709,
     "m": 0.7697199583053589
    },
    {
     "p": 0.07056714594364166,
     "m": 1.0
    },
    {
     "p": 0.055514030158519745,
     "m": 1.0
    },
    {
     "p": 0.05993153154850006,
     "m": 1.0
    },
    {
     "p": 0.027707576751708984,
     "m": 1.0
    },
    {
     "p": 0.05027631297707558,
     "m": 0.9461338520050049
    },
    {
     "p": 0.06918606907129288,
     "m": 1.0
    },
    {
     "p": 0.039143532514572144,
     "m": 1.0
    },
    {
     "p": 0.04568895325064659,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.447277545928955,
   "val_loss": 1.0137639045715332,
   "acc": 62.49,
   "time": 147.0971786249993,
   "param": [
    {
     "p": 0.07122678309679031,
     "m": 1.0
    },
    {
     "p": 0.02681371383368969,
     "m": 1.0
    },
    {
     "p": 0.07285945117473602,
     "m": 1.0
    },
    {
     "p": 0.04602440446615219,
     "m": 0.887322187423706
    },
    {
     "p": 0.05272781476378441,
     "m": 0.5000548958778381
    },
    {
     "p": 0.08104724436998367,
     "m": 0.9151080846786499
    },
    {
     "p": 0.04891662672162056,
     "m": 0.8397658467292786
    },
    {
     "p": 0.04778683930635452,
     "m": 0.9989855289459229
    },
    {
     "p": 0.06957369297742844,
     "m": 1.0
    },
    {
     "p": 0.05412724241614342,
     "m": 0.7314975261688232
    },
    {
     "p": 0.06494296342134476,
     "m": 1.0
    },
    {
     "p": 0.06066104397177696,
     "m": 1.0
    },
    {
     "p": 0.04774224013090134,
     "m": 1.0
    },
    {
     "p": 0.03651712089776993,
     "m": 1.0
    },
    {
     "p": 0.053826965391635895,
     "m": 1.0
    },
    {
     "p": 0.05176982656121254,
     "m": 1.0
    },
    {
     "p": 0.059702664613723755,
     "m": 1.0
    },
    {
     "p": 0.05373333767056465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.344037652015686,
   "val_loss": 1.0853129625320435,
   "acc": 63.48,
   "time": 142.63901047400032,
   "param": [
    {
     "p": 0.08760999143123627,
     "m": 1.0
    },
    {
     "p": 0.0042051817290484905,
     "m": 1.0
    },
    {
     "p": 0.0778503268957138,
     "m": 1.0
    },
    {
     "p": 0.045082077383995056,
     "m": 0.8316053748130798
    },
    {
     "p": 0.03355120122432709,
     "m": 0.5240507125854492
    },
    {
     "p": 0.018171396106481552,
     "m": 1.0
    },
    {
     "p": 0.09118196368217468,
     "m": 0.6946164965629578
    },
    {
     "p": 0.06231551989912987,
     "m": 1.0
    },
    {
     "p": 0.08460980653762817,
     "m": 1.0
    },
    {
     "p": 0.04810447245836258,
     "m": 0.7756935358047485
    },
    {
     "p": 0.05979040265083313,
     "m": 1.0
    },
    {
     "p": 0.07390537858009338,
     "m": 0.999043881893158
    },
    {
     "p": 0.0764157846570015,
     "m": 1.0
    },
    {
     "p": 0.02979789488017559,
     "m": 1.0
    },
    {
     "p": 0.06533091515302658,
     "m": 0.9958187937736511
    },
    {
     "p": 0.06825604289770126,
     "m": 0.9979386329650879
    },
    {
     "p": 0.03071410581469536,
     "m": 1.0
    },
    {
     "p": 0.043107494711875916,
     "m": 0.9209091663360596
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.2706868648529053,
   "val_loss": 1.1095199584960938,
   "acc": 62.56,
   "time": 145.63897721299963,
   "param": [
    {
     "p": 0.08269298076629639,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05529562383890152,
     "m": 1.0
    },
    {
     "p": 0.048246823251247406,
     "m": 0.8656958937644958
    },
    {
     "p": 0.026057375594973564,
     "m": 0.5305714011192322
    },
    {
     "p": 0.01381150633096695,
     "m": 0.9498044848442078
    },
    {
     "p": 0.08104834705591202,
     "m": 0.5709583759307861
    },
    {
     "p": 0.0701620951294899,
     "m": 0.9889755249023438
    },
    {
     "p": 0.07555225491523743,
     "m": 0.9868479371070862
    },
    {
     "p": 0.060746658593416214,
     "m": 0.8338174819946289
    },
    {
     "p": 0.07405887544155121,
     "m": 1.0
    },
    {
     "p": 0.0754777118563652,
     "m": 1.0
    },
    {
     "p": 0.09193964302539825,
     "m": 1.0
    },
    {
     "p": 0.06880665570497513,
     "m": 1.0
    },
    {
     "p": 0.05204170197248459,
     "m": 0.9316673874855042
    },
    {
     "p": 0.05555947870016098,
     "m": 1.0
    },
    {
     "p": 0.027915634214878082,
     "m": 0.961755633354187
    },
    {
     "p": 0.04058660566806793,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.399106740951538,
   "val_loss": 1.035677194595337,
   "acc": 63.41,
   "time": 154.29119296099998,
   "param": [
    {
     "p": 0.0805201306939125,
     "m": 1.0
    },
    {
     "p": 0.0452788881957531,
     "m": 1.0
    },
    {
     "p": 0.056058626621961594,
     "m": 1.0
    },
    {
     "p": 0.0618794821202755,
     "m": 0.899659276008606
    },
    {
     "p": 0.0523635558784008,
     "m": 0.5199985504150391
    },
    {
     "p": 0.0373217836022377,
     "m": 0.8831820487976074
    },
    {
     "p": 0.06624782830476761,
     "m": 0.6929880380630493
    },
    {
     "p": 0.05744364857673645,
     "m": 0.9764726161956787
    },
    {
     "p": 0.06348463147878647,
     "m": 1.0
    },
    {
     "p": 0.055852096527814865,
     "m": 0.8660628795623779
    },
    {
     "p": 0.06343652307987213,
     "m": 1.0
    },
    {
     "p": 0.0416303314268589,
     "m": 0.9446687698364258
    },
    {
     "p": 0.07229068130254745,
     "m": 1.0
    },
    {
     "p": 0.060261789709329605,
     "m": 1.0
    },
    {
     "p": 0.06574779748916626,
     "m": 1.0
    },
    {
     "p": 0.06398867815732956,
     "m": 0.9947131276130676
    },
    {
     "p": 0.015961619094014168,
     "m": 0.9752539396286011
    },
    {
     "p": 0.040231768041849136,
     "m": 0.9738501310348511
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.2688145637512207,
   "val_loss": 0.9924600720405579,
   "acc": 63.61,
   "time": 152.92728287299997,
   "param": [
    {
     "p": 0.06768889725208282,
     "m": 1.0
    },
    {
     "p": 0.021103467792272568,
     "m": 1.0
    },
    {
     "p": 0.08071685582399368,
     "m": 1.0
    },
    {
     "p": 0.06484881043434143,
     "m": 0.8494969010353088
    },
    {
     "p": 0.05739110708236694,
     "m": 0.5098623633384705
    },
    {
     "p": 0.05616474524140358,
     "m": 0.9415172934532166
    },
    {
     "p": 0.05063287168741226,
     "m": 0.7794504761695862
    },
    {
     "p": 0.04955211281776428,
     "m": 0.9642776846885681
    },
    {
     "p": 0.0663682073354721,
     "m": 1.0
    },
    {
     "p": 0.0532284714281559,
     "m": 0.861058235168457
    },
    {
     "p": 0.0660003274679184,
     "m": 0.8833315372467041
    },
    {
     "p": 0.08274774253368378,
     "m": 1.0
    },
    {
     "p": 0.059719134122133255,
     "m": 1.0
    },
    {
     "p": 0.05234576389193535,
     "m": 1.0
    },
    {
     "p": 0.0706106424331665,
     "m": 1.0
    },
    {
     "p": 0.04091659560799599,
     "m": 1.0
    },
    {
     "p": 0.0247694943100214,
     "m": 0.9760092496871948
    },
    {
     "p": 0.03519469127058983,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.1696972846984863,
   "val_loss": 1.0720986127853394,
   "acc": 64.04,
   "time": 142.28130007300024,
   "param": [
    {
     "p": 0.05841977521777153,
     "m": 1.0
    },
    {
     "p": 0.026772400364279747,
     "m": 1.0
    },
    {
     "p": 0.06824523955583572,
     "m": 1.0
    },
    {
     "p": 0.021103201434016228,
     "m": 0.8829336166381836
    },
    {
     "p": 0.033605147153139114,
     "m": 0.5014375448226929
    },
    {
     "p": 0.042170450091362,
     "m": 0.9113247394561768
    },
    {
     "p": 0.07820592820644379,
     "m": 0.9062514305114746
    },
    {
     "p": 0.06176738068461418,
     "m": 0.9953318238258362
    },
    {
     "p": 0.08263731747865677,
     "m": 1.0
    },
    {
     "p": 0.06222229823470116,
     "m": 0.8216950297355652
    },
    {
     "p": 0.06380646675825119,
     "m": 0.9856231212615967
    },
    {
     "p": 0.05248930677771568,
     "m": 1.0
    },
    {
     "p": 0.09925916790962219,
     "m": 1.0
    },
    {
     "p": 0.04325031861662865,
     "m": 1.0
    },
    {
     "p": 0.07101999968290329,
     "m": 1.0
    },
    {
     "p": 0.07049080729484558,
     "m": 0.9657771587371826
    },
    {
     "p": 0.056128550320863724,
     "m": 1.0
    },
    {
     "p": 0.008406114764511585,
     "m": 0.9524164795875549
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.4014739990234375,
   "val_loss": 1.0334529876708984,
   "acc": 64.18,
   "time": 138.9722857680008,
   "param": [
    {
     "p": 0.07174228876829147,
     "m": 1.0
    },
    {
     "p": 0.029059823602437973,
     "m": 1.0
    },
    {
     "p": 0.04289655014872551,
     "m": 1.0
    },
    {
     "p": 0.06055107340216637,
     "m": 0.9085673689842224
    },
    {
     "p": 0.06413909792900085,
     "m": 0.49616894125938416
    },
    {
     "p": 0.046420495957136154,
     "m": 0.8845165967941284
    },
    {
     "p": 0.05957423150539398,
     "m": 0.9072850346565247
    },
    {
     "p": 0.047625478357076645,
     "m": 0.9398186206817627
    },
    {
     "p": 0.0811322033405304,
     "m": 1.0
    },
    {
     "p": 0.04985501989722252,
     "m": 0.9102093577384949
    },
    {
     "p": 0.06823568791151047,
     "m": 0.9472305178642273
    },
    {
     "p": 0.05223383381962776,
     "m": 0.9953927397727966
    },
    {
     "p": 0.07885152101516724,
     "m": 1.0
    },
    {
     "p": 0.03872021660208702,
     "m": 1.0
    },
    {
     "p": 0.09521527588367462,
     "m": 1.0
    },
    {
     "p": 0.08057703077793121,
     "m": 0.9985426068305969
    },
    {
     "p": 0.03203994780778885,
     "m": 0.9060146808624268
    },
    {
     "p": 0.0011302719358354807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.2128713130950928,
   "val_loss": 1.0210814476013184,
   "acc": 63.56,
   "time": 151.11942395700044,
   "param": [
    {
     "p": 0.07780100405216217,
     "m": 1.0
    },
    {
     "p": 0.04654670134186745,
     "m": 1.0
    },
    {
     "p": 0.0612562894821167,
     "m": 1.0
    },
    {
     "p": 0.05971933528780937,
     "m": 0.8701296448707581
    },
    {
     "p": 0.042003534734249115,
     "m": 0.5983710885047913
    },
    {
     "p": 0.04880684241652489,
     "m": 0.7643967866897583
    },
    {
     "p": 0.04164722561836243,
     "m": 1.0
    },
    {
     "p": 0.06966017931699753,
     "m": 1.0
    },
    {
     "p": 0.07830018550157547,
     "m": 1.0
    },
    {
     "p": 0.05474892258644104,
     "m": 0.915460467338562
    },
    {
     "p": 0.051170915365219116,
     "m": 0.9862014651298523
    },
    {
     "p": 0.035699523985385895,
     "m": 1.0
    },
    {
     "p": 0.08409177511930466,
     "m": 1.0
    },
    {
     "p": 0.06020752340555191,
     "m": 1.0
    },
    {
     "p": 0.04819974675774574,
     "m": 1.0
    },
    {
     "p": 0.05316811054944992,
     "m": 0.9969873428344727
    },
    {
     "p": 0.037717681378126144,
     "m": 0.9911779165267944
    },
    {
     "p": 0.049254633486270905,
     "m": 0.9374417662620544
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.2512067556381226,
   "val_loss": 1.0656137466430664,
   "acc": 65.0,
   "time": 151.13670907600044,
   "param": [
    {
     "p": 0.05675620585680008,
     "m": 1.0
    },
    {
     "p": 0.04665333777666092,
     "m": 1.0
    },
    {
     "p": 0.07787978649139404,
     "m": 1.0
    },
    {
     "p": 0.03780215233564377,
     "m": 0.8962953090667725
    },
    {
     "p": 0.05139249935746193,
     "m": 0.5928630828857422
    },
    {
     "p": 0.03651299327611923,
     "m": 0.7736654877662659
    },
    {
     "p": 0.06541372835636139,
     "m": 1.0
    },
    {
     "p": 0.06993736326694489,
     "m": 0.97320556640625
    },
    {
     "p": 0.06601693481206894,
     "m": 1.0
    },
    {
     "p": 0.035782694816589355,
     "m": 0.9319022297859192
    },
    {
     "p": 0.07253090292215347,
     "m": 1.0
    },
    {
     "p": 0.0653802752494812,
     "m": 1.0
    },
    {
     "p": 0.06728161126375198,
     "m": 1.0
    },
    {
     "p": 0.061630792915821075,
     "m": 1.0
    },
    {
     "p": 0.03057573363184929,
     "m": 0.9959415793418884
    },
    {
     "p": 0.08602727949619293,
     "m": 1.0
    },
    {
     "p": 0.03599337115883827,
     "m": 0.9365463256835938
    },
    {
     "p": 0.03643229231238365,
     "m": 0.8795624375343323
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.1417789459228516,
   "val_loss": 1.103691816329956,
   "acc": 64.07,
   "time": 141.3015605950004,
   "param": [
    {
     "p": 0.07636487483978271,
     "m": 1.0
    },
    {
     "p": 0.04661010950803757,
     "m": 1.0
    },
    {
     "p": 0.0850212350487709,
     "m": 1.0
    },
    {
     "p": 0.03865464776754379,
     "m": 0.8152244091033936
    },
    {
     "p": 0.046844109892845154,
     "m": 0.5980249047279358
    },
    {
     "p": 0.029541565105319023,
     "m": 0.7231690883636475
    },
    {
     "p": 0.0677025094628334,
     "m": 0.9961655735969543
    },
    {
     "p": 0.05765334889292717,
     "m": 1.0
    },
    {
     "p": 0.04921291768550873,
     "m": 1.0
    },
    {
     "p": 0.06122749298810959,
     "m": 0.9334107637405396
    },
    {
     "p": 0.07384127378463745,
     "m": 1.0
    },
    {
     "p": 0.07292374223470688,
     "m": 1.0
    },
    {
     "p": 0.07068312168121338,
     "m": 1.0
    },
    {
     "p": 0.054614633321762085,
     "m": 1.0
    },
    {
     "p": 0.04237328842282295,
     "m": 0.9967201352119446
    },
    {
     "p": 0.051727164536714554,
     "m": 1.0
    },
    {
     "p": 0.04254263639450073,
     "m": 0.8847959041595459
    },
    {
     "p": 0.03246144950389862,
     "m": 0.9720931649208069
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.3346307277679443,
   "val_loss": 0.9696054458618164,
   "acc": 65.27,
   "time": 137.85765742900003,
   "param": [
    {
     "p": 0.07592368125915527,
     "m": 1.0
    },
    {
     "p": 0.036891400814056396,
     "m": 1.0
    },
    {
     "p": 0.0582236610352993,
     "m": 1.0
    },
    {
     "p": 0.06496625393629074,
     "m": 0.883246123790741
    },
    {
     "p": 0.04080162197351456,
     "m": 0.6078547835350037
    },
    {
     "p": 0.053331419825553894,
     "m": 0.7737440466880798
    },
    {
     "p": 0.056008368730545044,
     "m": 1.0
    },
    {
     "p": 0.05909006670117378,
     "m": 1.0
    },
    {
     "p": 0.06469585746526718,
     "m": 0.9915066957473755
    },
    {
     "p": 0.06022876501083374,
     "m": 0.8638715147972107
    },
    {
     "p": 0.07008108496665955,
     "m": 1.0
    },
    {
     "p": 0.049772147089242935,
     "m": 0.9954752922058105
    },
    {
     "p": 0.06994742900133133,
     "m": 1.0
    },
    {
     "p": 0.04270866885781288,
     "m": 1.0
    },
    {
     "p": 0.04940704256296158,
     "m": 1.0
    },
    {
     "p": 0.05323019623756409,
     "m": 0.9868931174278259
    },
    {
     "p": 0.06107565015554428,
     "m": 0.9347146153450012
    },
    {
     "p": 0.033616673201322556,
     "m": 0.955572247505188
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.9787832498550415,
   "val_loss": 0.9500665664672852,
   "acc": 64.75,
   "time": 141.90311522799948,
   "param": [
    {
     "p": 0.06787420064210892,
     "m": 1.0
    },
    {
     "p": 0.038525667041540146,
     "m": 1.0
    },
    {
     "p": 0.06418472528457642,
     "m": 1.0
    },
    {
     "p": 0.06099866330623627,
     "m": 0.8137795329093933
    },
    {
     "p": 0.0455201119184494,
     "m": 0.5018303990364075
    },
    {
     "p": 0.03727598860859871,
     "m": 0.7531492114067078
    },
    {
     "p": 0.06623443216085434,
     "m": 0.9462693929672241
    },
    {
     "p": 0.05597095564007759,
     "m": 0.9918292760848999
    },
    {
     "p": 0.0662151426076889,
     "m": 1.0
    },
    {
     "p": 0.047384634613990784,
     "m": 0.8933998346328735
    },
    {
     "p": 0.07815207540988922,
     "m": 1.0
    },
    {
     "p": 0.06180272251367569,
     "m": 0.9957205057144165
    },
    {
     "p": 0.06808658689260483,
     "m": 1.0
    },
    {
     "p": 0.05539356917142868,
     "m": 1.0
    },
    {
     "p": 0.045599788427352905,
     "m": 1.0
    },
    {
     "p": 0.053445614874362946,
     "m": 1.0
    },
    {
     "p": 0.04375217854976654,
     "m": 0.9935293793678284
    },
    {
     "p": 0.04358300939202309,
     "m": 0.9765298366546631
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.2434929609298706,
   "val_loss": 0.9660253524780273,
   "acc": 65.16,
   "time": 158.19842487699952,
   "param": [
    {
     "p": 0.08591236174106598,
     "m": 1.0
    },
    {
     "p": 0.04168310388922691,
     "m": 1.0
    },
    {
     "p": 0.05687503144145012,
     "m": 1.0
    },
    {
     "p": 0.059136345982551575,
     "m": 0.8243926763534546
    },
    {
     "p": 0.034106895327568054,
     "m": 0.442358136177063
    },
    {
     "p": 0.042430996894836426,
     "m": 0.7374427914619446
    },
    {
     "p": 0.05593423917889595,
     "m": 0.9542733430862427
    },
    {
     "p": 0.03675258904695511,
     "m": 0.9938690662384033
    },
    {
     "p": 0.0711134672164917,
     "m": 1.0
    },
    {
     "p": 0.05095669627189636,
     "m": 0.9485053420066833
    },
    {
     "p": 0.070094034075737,
     "m": 1.0
    },
    {
     "p": 0.06373702734708786,
     "m": 0.9997328519821167
    },
    {
     "p": 0.07164739817380905,
     "m": 1.0
    },
    {
     "p": 0.03348740562796593,
     "m": 1.0
    },
    {
     "p": 0.08047161251306534,
     "m": 0.9978142976760864
    },
    {
     "p": 0.05850379541516304,
     "m": 0.9998210072517395
    },
    {
     "p": 0.03770287707448006,
     "m": 1.0
    },
    {
     "p": 0.04945405200123787,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.2469482421875,
   "val_loss": 0.9651733636856079,
   "acc": 65.14,
   "time": 164.26368521099994,
   "param": [
    {
     "p": 0.07518306374549866,
     "m": 1.0
    },
    {
     "p": 0.027069713920354843,
     "m": 1.0
    },
    {
     "p": 0.07616230845451355,
     "m": 1.0
    },
    {
     "p": 0.039285216480493546,
     "m": 0.822206437587738
    },
    {
     "p": 0.03910740837454796,
     "m": 0.45048344135284424
    },
    {
     "p": 0.06298915296792984,
     "m": 0.8151257634162903
    },
    {
     "p": 0.05062095448374748,
     "m": 0.9305572509765625
    },
    {
     "p": 0.03400614857673645,
     "m": 0.9678018689155579
    },
    {
     "p": 0.07132142782211304,
     "m": 1.0
    },
    {
     "p": 0.061237335205078125,
     "m": 0.8986729979515076
    },
    {
     "p": 0.05546214431524277,
     "m": 0.9978817105293274
    },
    {
     "p": 0.07121434807777405,
     "m": 1.0
    },
    {
     "p": 0.09273625165224075,
     "m": 1.0
    },
    {
     "p": 0.037902846932411194,
     "m": 1.0
    },
    {
     "p": 0.08246418088674545,
     "m": 0.9974197745323181
    },
    {
     "p": 0.06454014033079147,
     "m": 1.0
    },
    {
     "p": 0.04778071120381355,
     "m": 1.0
    },
    {
     "p": 0.01091657392680645,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.0493983030319214,
   "val_loss": 0.9484879374504089,
   "acc": 66.15,
   "time": 167.20950280499983,
   "param": [
    {
     "p": 0.08813557028770447,
     "m": 1.0
    },
    {
     "p": 0.020442701876163483,
     "m": 1.0
    },
    {
     "p": 0.06875701248645782,
     "m": 1.0
    },
    {
     "p": 0.06031803414225578,
     "m": 0.795070469379425
    },
    {
     "p": 0.05213472247123718,
     "m": 0.4441766142845154
    },
    {
     "p": 0.04584990441799164,
     "m": 0.7066192030906677
    },
    {
     "p": 0.054241977632045746,
     "m": 0.8753189444541931
    },
    {
     "p": 0.06548299640417099,
     "m": 1.0
    },
    {
     "p": 0.07753876596689224,
     "m": 1.0
    },
    {
     "p": 0.0326511487364769,
     "m": 0.8575152158737183
    },
    {
     "p": 0.04999171569943428,
     "m": 1.0
    },
    {
     "p": 0.06658674031496048,
     "m": 1.0
    },
    {
     "p": 0.06895411759614944,
     "m": 1.0
    },
    {
     "p": 0.04482637345790863,
     "m": 1.0
    },
    {
     "p": 0.06722921133041382,
     "m": 0.9986600875854492
    },
    {
     "p": 0.06677113473415375,
     "m": 0.991363525390625
    },
    {
     "p": 0.035350967198610306,
     "m": 0.9900555610656738
    },
    {
     "p": 0.0347369909286499,
     "m": 0.998339831829071
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.1070319414138794,
   "val_loss": 0.9898413419723511,
   "acc": 66.09,
   "time": 138.49873524300074,
   "param": [
    {
     "p": 0.06821511685848236,
     "m": 1.0
    },
    {
     "p": 0.026751471683382988,
     "m": 1.0
    },
    {
     "p": 0.05639517679810524,
     "m": 1.0
    },
    {
     "p": 0.05400923639535904,
     "m": 0.7668286561965942
    },
    {
     "p": 0.05937662348151207,
     "m": 0.4664914906024933
    },
    {
     "p": 0.03146251291036606,
     "m": 0.7233861088752747
    },
    {
     "p": 0.07875087857246399,
     "m": 0.9185026288032532
    },
    {
     "p": 0.06439148634672165,
     "m": 0.9982413649559021
    },
    {
     "p": 0.04593295231461525,
     "m": 1.0
    },
    {
     "p": 0.048412252217531204,
     "m": 0.906531572341919
    },
    {
     "p": 0.052027247846126556,
     "m": 0.9890062212944031
    },
    {
     "p": 0.06054602190852165,
     "m": 1.0
    },
    {
     "p": 0.06803703308105469,
     "m": 1.0
    },
    {
     "p": 0.06265893578529358,
     "m": 1.0
    },
    {
     "p": 0.07559598237276077,
     "m": 1.0
    },
    {
     "p": 0.06481057405471802,
     "m": 1.0
    },
    {
     "p": 0.051129065454006195,
     "m": 0.9952316284179688
    },
    {
     "p": 0.03149748966097832,
     "m": 0.9677991271018982
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.2421547174453735,
   "val_loss": 0.8588367104530334,
   "acc": 66.4,
   "time": 153.1617228539999,
   "param": [
    {
     "p": 0.05975383520126343,
     "m": 1.0
    },
    {
     "p": 0.03540816903114319,
     "m": 1.0
    },
    {
     "p": 0.05115004628896713,
     "m": 1.0
    },
    {
     "p": 0.08233651518821716,
     "m": 0.8162446618080139
    },
    {
     "p": 0.05097406730055809,
     "m": 0.5438230037689209
    },
    {
     "p": 0.0487968735396862,
     "m": 0.7184140682220459
    },
    {
     "p": 0.06306639313697815,
     "m": 0.9497435092926025
    },
    {
     "p": 0.05595250055193901,
     "m": 0.977648913860321
    },
    {
     "p": 0.05834527313709259,
     "m": 1.0
    },
    {
     "p": 0.05475221574306488,
     "m": 0.8913792371749878
    },
    {
     "p": 0.06601756066083908,
     "m": 1.0
    },
    {
     "p": 0.05511745810508728,
     "m": 1.0
    },
    {
     "p": 0.06147423014044762,
     "m": 1.0
    },
    {
     "p": 0.05424055457115173,
     "m": 1.0
    },
    {
     "p": 0.0493505634367466,
     "m": 0.9942572116851807
    },
    {
     "p": 0.06710284948348999,
     "m": 1.0
    },
    {
     "p": 0.0316137932240963,
     "m": 0.996062159538269
    },
    {
     "p": 0.054547131061553955,
     "m": 0.9248243570327759
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.2821333408355713,
   "val_loss": 0.8927192687988281,
   "acc": 67.06,
   "time": 155.9804425020002,
   "param": [
    {
     "p": 0.056676194071769714,
     "m": 1.0
    },
    {
     "p": 0.03402766212821007,
     "m": 1.0
    },
    {
     "p": 0.03756353259086609,
     "m": 1.0
    },
    {
     "p": 0.06771904975175858,
     "m": 0.8643381595611572
    },
    {
     "p": 0.044475384056568146,
     "m": 0.5563021898269653
    },
    {
     "p": 0.04418100789189339,
     "m": 0.7099730968475342
    },
    {
     "p": 0.056113481521606445,
     "m": 0.9610574245452881
    },
    {
     "p": 0.06575081497430801,
     "m": 0.9788187742233276
    },
    {
     "p": 0.06355521827936172,
     "m": 0.995829701423645
    },
    {
     "p": 0.05462295189499855,
     "m": 0.9338611364364624
    },
    {
     "p": 0.05498494952917099,
     "m": 0.9974740147590637
    },
    {
     "p": 0.07369605451822281,
     "m": 0.9948599338531494
    },
    {
     "p": 0.06687133759260178,
     "m": 1.0
    },
    {
     "p": 0.056995853781700134,
     "m": 1.0
    },
    {
     "p": 0.0637861043214798,
     "m": 0.9906916618347168
    },
    {
     "p": 0.07030465453863144,
     "m": 1.0
    },
    {
     "p": 0.038487426936626434,
     "m": 0.9950761795043945
    },
    {
     "p": 0.05018838122487068,
     "m": 0.8912661075592041
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.3431308269500732,
   "val_loss": 0.8782187104225159,
   "acc": 67.1,
   "time": 144.68051950599965,
   "param": [
    {
     "p": 0.05672058090567589,
     "m": 1.0
    },
    {
     "p": 0.04673740267753601,
     "m": 1.0
    },
    {
     "p": 0.04730203375220299,
     "m": 1.0
    },
    {
     "p": 0.037950221449136734,
     "m": 0.8170645236968994
    },
    {
     "p": 0.0536893792450428,
     "m": 0.667136013507843
    },
    {
     "p": 0.04890524223446846,
     "m": 0.8782151341438293
    },
    {
     "p": 0.06062988564372063,
     "m": 0.9083155989646912
    },
    {
     "p": 0.05267217010259628,
     "m": 0.970102846622467
    },
    {
     "p": 0.05315515026450157,
     "m": 0.9355189204216003
    },
    {
     "p": 0.07253525406122208,
     "m": 0.9397748112678528
    },
    {
     "p": 0.06389319151639938,
     "m": 0.999800443649292
    },
    {
     "p": 0.06947155296802521,
     "m": 1.0
    },
    {
     "p": 0.08298203349113464,
     "m": 1.0
    },
    {
     "p": 0.04682809114456177,
     "m": 1.0
    },
    {
     "p": 0.058713510632514954,
     "m": 1.0
    },
    {
     "p": 0.061424627900123596,
     "m": 0.9998922944068909
    },
    {
     "p": 0.04294157400727272,
     "m": 0.9145229458808899
    },
    {
     "p": 0.04344802349805832,
     "m": 0.7673054337501526
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.9809385538101196,
   "val_loss": 0.8831419348716736,
   "acc": 67.9,
   "time": 155.1226289059996,
   "param": [
    {
     "p": 0.06598236411809921,
     "m": 1.0
    },
    {
     "p": 0.02214367315173149,
     "m": 1.0
    },
    {
     "p": 0.0754055380821228,
     "m": 1.0
    },
    {
     "p": 0.064523845911026,
     "m": 0.7909896373748779
    },
    {
     "p": 0.05030038207769394,
     "m": 0.6625639796257019
    },
    {
     "p": 0.040971480309963226,
     "m": 0.7436913251876831
    },
    {
     "p": 0.03636247664690018,
     "m": 0.9344321489334106
    },
    {
     "p": 0.07086531072854996,
     "m": 1.0
    },
    {
     "p": 0.0560094453394413,
     "m": 1.0
    },
    {
     "p": 0.0797533169388771,
     "m": 0.9008607268333435
    },
    {
     "p": 0.07203291356563568,
     "m": 1.0
    },
    {
     "p": 0.07935933023691177,
     "m": 0.9910010695457458
    },
    {
     "p": 0.058845724910497665,
     "m": 1.0
    },
    {
     "p": 0.05244505777955055,
     "m": 1.0
    },
    {
     "p": 0.06957995891571045,
     "m": 0.9867441058158875
    },
    {
     "p": 0.04376337304711342,
     "m": 0.9962785243988037
    },
    {
     "p": 0.030654119327664375,
     "m": 1.0
    },
    {
     "p": 0.031001761555671692,
     "m": 0.785114049911499
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.0266112089157104,
   "val_loss": 0.9949452877044678,
   "acc": 65.49,
   "time": 158.6691645209994,
   "param": [
    {
     "p": 0.07801022380590439,
     "m": 1.0
    },
    {
     "p": 0.043848540633916855,
     "m": 1.0
    },
    {
     "p": 0.06019429489970207,
     "m": 1.0
    },
    {
     "p": 0.04180331900715828,
     "m": 0.6998702883720398
    },
    {
     "p": 0.06526007503271103,
     "m": 0.7603047490119934
    },
    {
     "p": 0.04912744462490082,
     "m": 0.813831627368927
    },
    {
     "p": 0.03254517912864685,
     "m": 1.0
    },
    {
     "p": 0.041124869138002396,
     "m": 0.9937052726745605
    },
    {
     "p": 0.08526891469955444,
     "m": 1.0
    },
    {
     "p": 0.07830534875392914,
     "m": 0.8018528819084167
    },
    {
     "p": 0.07354353368282318,
     "m": 0.9987722635269165
    },
    {
     "p": 0.05541912466287613,
     "m": 1.0
    },
    {
     "p": 0.06542864441871643,
     "m": 1.0
    },
    {
     "p": 0.04595879465341568,
     "m": 1.0
    },
    {
     "p": 0.0603063702583313,
     "m": 0.9792852401733398
    },
    {
     "p": 0.06791955232620239,
     "m": 1.0
    },
    {
     "p": 0.020226212218403816,
     "m": 0.9845844507217407
    },
    {
     "p": 0.035709530115127563,
     "m": 0.854472279548645
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.9769563674926758,
   "val_loss": 0.9627911448478699,
   "acc": 67.87,
   "time": 151.22159962000023,
   "param": [
    {
     "p": 0.06821916997432709,
     "m": 1.0
    },
    {
     "p": 0.03548141568899155,
     "m": 1.0
    },
    {
     "p": 0.059973329305648804,
     "m": 1.0
    },
    {
     "p": 0.057740285992622375,
     "m": 0.7243294715881348
    },
    {
     "p": 0.05296557396650314,
     "m": 0.7532987594604492
    },
    {
     "p": 0.03785531595349312,
     "m": 0.9863885045051575
    },
    {
     "p": 0.07326842099428177,
     "m": 1.0
    },
    {
     "p": 0.046201180666685104,
     "m": 0.9755005240440369
    },
    {
     "p": 0.08489859849214554,
     "m": 1.0
    },
    {
     "p": 0.07127052545547485,
     "m": 0.913965106010437
    },
    {
     "p": 0.057474590837955475,
     "m": 0.9939695000648499
    },
    {
     "p": 0.05491362512111664,
     "m": 1.0
    },
    {
     "p": 0.055737998336553574,
     "m": 1.0
    },
    {
     "p": 0.037376921623945236,
     "m": 1.0
    },
    {
     "p": 0.06324919313192368,
     "m": 1.0
    },
    {
     "p": 0.05923134833574295,
     "m": 1.0
    },
    {
     "p": 0.0532023087143898,
     "m": 1.0
    },
    {
     "p": 0.030940135940909386,
     "m": 0.9999458193778992
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.8880024552345276,
   "val_loss": 0.999714732170105,
   "acc": 67.08,
   "time": 162.06987853699957,
   "param": [
    {
     "p": 0.08655379712581635,
     "m": 1.0
    },
    {
     "p": 0.019738979637622833,
     "m": 1.0
    },
    {
     "p": 0.07278205454349518,
     "m": 1.0
    },
    {
     "p": 0.04541048780083656,
     "m": 0.625220537185669
    },
    {
     "p": 0.044031523168087006,
     "m": 0.6361942887306213
    },
    {
     "p": 0.04875371605157852,
     "m": 0.8155538439750671
    },
    {
     "p": 0.08411529660224915,
     "m": 0.995195209980011
    },
    {
     "p": 0.04432385042309761,
     "m": 1.0
    },
    {
     "p": 0.0629848912358284,
     "m": 0.9981212615966797
    },
    {
     "p": 0.05572269484400749,
     "m": 0.9913997650146484
    },
    {
     "p": 0.05048510432243347,
     "m": 0.9962480068206787
    },
    {
     "p": 0.09004521369934082,
     "m": 1.0
    },
    {
     "p": 0.061355143785476685,
     "m": 1.0
    },
    {
     "p": 0.006940808612853289,
     "m": 1.0
    },
    {
     "p": 0.0666588693857193,
     "m": 0.9917038679122925
    },
    {
     "p": 0.07907451689243317,
     "m": 1.0
    },
    {
     "p": 0.036007363349199295,
     "m": 0.9608819484710693
    },
    {
     "p": 0.04501572623848915,
     "m": 0.9994486570358276
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.9335764646530151,
   "val_loss": 0.9213457703590393,
   "acc": 67.06,
   "time": 145.36069733599925,
   "param": [
    {
     "p": 0.05644312873482704,
     "m": 1.0
    },
    {
     "p": 0.01732105389237404,
     "m": 1.0
    },
    {
     "p": 0.06480659544467926,
     "m": 1.0
    },
    {
     "p": 0.05608811229467392,
     "m": 0.6730811595916748
    },
    {
     "p": 0.04049444943666458,
     "m": 0.7764536738395691
    },
    {
     "p": 0.05012713745236397,
     "m": 0.9276535511016846
    },
    {
     "p": 0.06252217292785645,
     "m": 0.9605926871299744
    },
    {
     "p": 0.06403394043445587,
     "m": 0.9940389394760132
    },
    {
     "p": 0.07580343633890152,
     "m": 1.0
    },
    {
     "p": 0.06238323822617531,
     "m": 0.9470525979995728
    },
    {
     "p": 0.04715217277407646,
     "m": 1.0
    },
    {
     "p": 0.055150676518678665,
     "m": 1.0
    },
    {
     "p": 0.057400427758693695,
     "m": 1.0
    },
    {
     "p": 0.043904758989810944,
     "m": 1.0
    },
    {
     "p": 0.06480935215950012,
     "m": 1.0
    },
    {
     "p": 0.07612468302249908,
     "m": 1.0
    },
    {
     "p": 0.04358924925327301,
     "m": 0.9711254239082336
    },
    {
     "p": 0.06184547394514084,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.1260322332382202,
   "val_loss": 0.891045093536377,
   "acc": 68.21,
   "time": 160.27960437099864,
   "param": [
    {
     "p": 0.062265779823064804,
     "m": 1.0
    },
    {
     "p": 0.03740434721112251,
     "m": 1.0
    },
    {
     "p": 0.06743636727333069,
     "m": 1.0
    },
    {
     "p": 0.030130403116345406,
     "m": 0.707503616809845
    },
    {
     "p": 0.022949954494833946,
     "m": 0.7344748973846436
    },
    {
     "p": 0.051848895847797394,
     "m": 0.9453659653663635
    },
    {
     "p": 0.041385795921087265,
     "m": 0.9264630079269409
    },
    {
     "p": 0.07239855080842972,
     "m": 1.0
    },
    {
     "p": 0.048808056861162186,
     "m": 0.9849416613578796
    },
    {
     "p": 0.07421286404132843,
     "m": 0.9877496361732483
    },
    {
     "p": 0.05828283727169037,
     "m": 0.9998105764389038
    },
    {
     "p": 0.04872169718146324,
     "m": 1.0
    },
    {
     "p": 0.08027371764183044,
     "m": 1.0
    },
    {
     "p": 0.03195405378937721,
     "m": 1.0
    },
    {
     "p": 0.07260363548994064,
     "m": 0.9932128190994263
    },
    {
     "p": 0.0737680196762085,
     "m": 0.9961214661598206
    },
    {
     "p": 0.052747566252946854,
     "m": 0.997692883014679
    },
    {
     "p": 0.07280761003494263,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.114547848701477,
   "val_loss": 0.9247452020645142,
   "acc": 66.99,
   "time": 159.5879500830015,
   "param": [
    {
     "p": 0.05710405856370926,
     "m": 1.0
    },
    {
     "p": 0.026578960940241814,
     "m": 1.0
    },
    {
     "p": 0.07052545994520187,
     "m": 1.0
    },
    {
     "p": 0.062393009662628174,
     "m": 0.7252699732780457
    },
    {
     "p": 0.02823079563677311,
     "m": 0.7356536388397217
    },
    {
     "p": 0.034746866673231125,
     "m": 0.9465271830558777
    },
    {
     "p": 0.05872819200158119,
     "m": 0.9690985679626465
    },
    {
     "p": 0.07508707046508789,
     "m": 0.9131773710250854
    },
    {
     "p": 0.07812988758087158,
     "m": 1.0
    },
    {
     "p": 0.0485151931643486,
     "m": 0.7916522026062012
    },
    {
     "p": 0.05096033588051796,
     "m": 1.0
    },
    {
     "p": 0.06574633717536926,
     "m": 1.0
    },
    {
     "p": 0.07005582749843597,
     "m": 1.0
    },
    {
     "p": 0.05987956002354622,
     "m": 1.0
    },
    {
     "p": 0.05369625985622406,
     "m": 0.966790497303009
    },
    {
     "p": 0.066924087703228,
     "m": 1.0
    },
    {
     "p": 0.042473215609788895,
     "m": 0.9820753931999207
    },
    {
     "p": 0.05022497847676277,
     "m": 0.8329929709434509
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.0066773891448975,
   "val_loss": 0.9499809145927429,
   "acc": 67.23,
   "time": 140.06636495600105,
   "param": [
    {
     "p": 0.05889173969626427,
     "m": 1.0
    },
    {
     "p": 0.049428701400756836,
     "m": 1.0
    },
    {
     "p": 0.055426452308893204,
     "m": 1.0
    },
    {
     "p": 0.059723369777202606,
     "m": 0.7425399422645569
    },
    {
     "p": 0.028536999598145485,
     "m": 0.7637909054756165
    },
    {
     "p": 0.028270946815609932,
     "m": 1.0
    },
    {
     "p": 0.052956707775592804,
     "m": 0.8673251867294312
    },
    {
     "p": 0.04967448487877846,
     "m": 0.940719485282898
    },
    {
     "p": 0.06126243248581886,
     "m": 1.0
    },
    {
     "p": 0.06494410336017609,
     "m": 0.8841316103935242
    },
    {
     "p": 0.07753480970859528,
     "m": 1.0
    },
    {
     "p": 0.07325790822505951,
     "m": 1.0
    },
    {
     "p": 0.055714599788188934,
     "m": 1.0
    },
    {
     "p": 0.04678504541516304,
     "m": 1.0
    },
    {
     "p": 0.07444684207439423,
     "m": 1.0
    },
    {
     "p": 0.06590510159730911,
     "m": 1.0
    },
    {
     "p": 0.053310051560401917,
     "m": 0.999705970287323
    },
    {
     "p": 0.04392969608306885,
     "m": 0.7787024974822998
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.3242700099945068,
   "val_loss": 0.9069668650627136,
   "acc": 68.13,
   "time": 146.50877010000113,
   "param": [
    {
     "p": 0.08302392810583115,
     "m": 1.0
    },
    {
     "p": 0.02956569194793701,
     "m": 1.0
    },
    {
     "p": 0.054536107927560806,
     "m": 1.0
    },
    {
     "p": 0.05901402235031128,
     "m": 0.7674574255943298
    },
    {
     "p": 0.055509526282548904,
     "m": 0.8162876963615417
    },
    {
     "p": 0.03091523051261902,
     "m": 0.9483572840690613
    },
    {
     "p": 0.04639506712555885,
     "m": 0.9911796450614929
    },
    {
     "p": 0.043527599424123764,
     "m": 0.9803735613822937
    },
    {
     "p": 0.06951696425676346,
     "m": 1.0
    },
    {
     "p": 0.061362799257040024,
     "m": 0.9141932129859924
    },
    {
     "p": 0.08117450028657913,
     "m": 0.9951383471488953
    },
    {
     "p": 0.059740565717220306,
     "m": 1.0
    },
    {
     "p": 0.06425778567790985,
     "m": 1.0
    },
    {
     "p": 0.036821555346250534,
     "m": 1.0
    },
    {
     "p": 0.07801931351423264,
     "m": 1.0
    },
    {
     "p": 0.051777247339487076,
     "m": 0.9945438504219055
    },
    {
     "p": 0.0340949185192585,
     "m": 1.0
    },
    {
     "p": 0.060747239738702774,
     "m": 0.8329853415489197
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.0584325790405273,
   "val_loss": 0.9948037266731262,
   "acc": 68.35,
   "time": 156.42145067099955,
   "param": [
    {
     "p": 0.053393688052892685,
     "m": 1.0
    },
    {
     "p": 0.027360839769244194,
     "m": 1.0
    },
    {
     "p": 0.07213714718818665,
     "m": 1.0
    },
    {
     "p": 0.049268268048763275,
     "m": 0.6946071982383728
    },
    {
     "p": 0.05604935437440872,
     "m": 0.8642299175262451
    },
    {
     "p": 0.051759399473667145,
     "m": 0.9422796368598938
    },
    {
     "p": 0.035999033600091934,
     "m": 1.0
    },
    {
     "p": 0.041781410574913025,
     "m": 0.933590292930603
    },
    {
     "p": 0.05497201159596443,
     "m": 0.9933477640151978
    },
    {
     "p": 0.04877762869000435,
     "m": 0.8814943432807922
    },
    {
     "p": 0.05504675582051277,
     "m": 1.0
    },
    {
     "p": 0.061036817729473114,
     "m": 1.0
    },
    {
     "p": 0.09248335659503937,
     "m": 1.0
    },
    {
     "p": 0.04166285693645477,
     "m": 1.0
    },
    {
     "p": 0.06317317485809326,
     "m": 0.9805978536605835
    },
    {
     "p": 0.07514563947916031,
     "m": 1.0
    },
    {
     "p": 0.05777925252914429,
     "m": 0.9997990131378174
    },
    {
     "p": 0.062173400074243546,
     "m": 0.9700756072998047
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.0479954481124878,
   "val_loss": 0.8412172794342041,
   "acc": 68.01,
   "time": 154.83222781900076,
   "param": [
    {
     "p": 0.0474141389131546,
     "m": 1.0
    },
    {
     "p": 0.033885784447193146,
     "m": 1.0
    },
    {
     "p": 0.0743708461523056,
     "m": 1.0
    },
    {
     "p": 0.05291268974542618,
     "m": 0.7024688720703125
    },
    {
     "p": 0.0679798349738121,
     "m": 0.9136636853218079
    },
    {
     "p": 0.027343571186065674,
     "m": 0.8981656432151794
    },
    {
     "p": 0.04636678844690323,
     "m": 0.9570124745368958
    },
    {
     "p": 0.05576622486114502,
     "m": 0.9866061210632324
    },
    {
     "p": 0.053357984870672226,
     "m": 1.0
    },
    {
     "p": 0.045982617884874344,
     "m": 0.9502902030944824
    },
    {
     "p": 0.04307039454579353,
     "m": 1.0
    },
    {
     "p": 0.07336965948343277,
     "m": 1.0
    },
    {
     "p": 0.08648613840341568,
     "m": 1.0
    },
    {
     "p": 0.04505719989538193,
     "m": 1.0
    },
    {
     "p": 0.06625301390886307,
     "m": 1.0
    },
    {
     "p": 0.054986391216516495,
     "m": 1.0
    },
    {
     "p": 0.06530774384737015,
     "m": 0.987339198589325
    },
    {
     "p": 0.06008889153599739,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.9864019751548767,
   "val_loss": 0.920418381690979,
   "acc": 68.41,
   "time": 156.50791606500024,
   "param": [
    {
     "p": 0.07488972693681717,
     "m": 1.0
    },
    {
     "p": 0.03394214063882828,
     "m": 1.0
    },
    {
     "p": 0.05030355602502823,
     "m": 1.0
    },
    {
     "p": 0.04851754754781723,
     "m": 0.7034022212028503
    },
    {
     "p": 0.046311017125844955,
     "m": 0.8667991161346436
    },
    {
     "p": 0.03780044987797737,
     "m": 0.7670926451683044
    },
    {
     "p": 0.06444036215543747,
     "m": 0.9073691368103027
    },
    {
     "p": 0.06003831699490547,
     "m": 0.9897270202636719
    },
    {
     "p": 0.04997587203979492,
     "m": 1.0
    },
    {
     "p": 0.07287164032459259,
     "m": 0.966928243637085
    },
    {
     "p": 0.042959995567798615,
     "m": 1.0
    },
    {
     "p": 0.05081542581319809,
     "m": 1.0
    },
    {
     "p": 0.07654379308223724,
     "m": 1.0
    },
    {
     "p": 0.04736378416419029,
     "m": 1.0
    },
    {
     "p": 0.08438995480537415,
     "m": 1.0
    },
    {
     "p": 0.07582332193851471,
     "m": 1.0
    },
    {
     "p": 0.037421926856040955,
     "m": 0.9188968539237976
    },
    {
     "p": 0.04559113457798958,
     "m": 0.9421330690383911
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.0702235698699951,
   "val_loss": 1.0444310903549194,
   "acc": 67.74,
   "time": 153.056042264001,
   "param": [
    {
     "p": 0.06861340254545212,
     "m": 1.0
    },
    {
     "p": 0.046052590012550354,
     "m": 1.0
    },
    {
     "p": 0.06265369802713394,
     "m": 1.0
    },
    {
     "p": 0.03852946311235428,
     "m": 0.7607651948928833
    },
    {
     "p": 0.05074583739042282,
     "m": 0.751336932182312
    },
    {
     "p": 0.04282506927847862,
     "m": 0.7379439473152161
    },
    {
     "p": 0.05219469591975212,
     "m": 0.9368780851364136
    },
    {
     "p": 0.06707040965557098,
     "m": 0.9969308972358704
    },
    {
     "p": 0.06408830732107162,
     "m": 1.0
    },
    {
     "p": 0.05220567062497139,
     "m": 0.9717561602592468
    },
    {
     "p": 0.061723578721284866,
     "m": 1.0
    },
    {
     "p": 0.0657404363155365,
     "m": 0.9826043248176575
    },
    {
     "p": 0.0807001069188118,
     "m": 1.0
    },
    {
     "p": 0.054157231003046036,
     "m": 1.0
    },
    {
     "p": 0.062381040304899216,
     "m": 1.0
    },
    {
     "p": 0.0377972349524498,
     "m": 0.9535015225410461
    },
    {
     "p": 0.041075777262449265,
     "m": 0.9060471057891846
    },
    {
     "p": 0.05144551768898964,
     "m": 0.9818079471588135
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.0609118938446045,
   "val_loss": 1.0052191019058228,
   "acc": 68.57,
   "time": 164.89817522000158,
   "param": [
    {
     "p": 0.07101945579051971,
     "m": 1.0
    },
    {
     "p": 0.0285923033952713,
     "m": 1.0
    },
    {
     "p": 0.07441272586584091,
     "m": 1.0
    },
    {
     "p": 0.06467031687498093,
     "m": 0.8326085209846497
    },
    {
     "p": 0.047988131642341614,
     "m": 0.8469589948654175
    },
    {
     "p": 0.02621437795460224,
     "m": 0.7338489890098572
    },
    {
     "p": 0.05848865211009979,
     "m": 0.9351716041564941
    },
    {
     "p": 0.06452666223049164,
     "m": 1.0
    },
    {
     "p": 0.08255553245544434,
     "m": 0.996106743812561
    },
    {
     "p": 0.039553478360176086,
     "m": 0.9244874119758606
    },
    {
     "p": 0.0627581924200058,
     "m": 1.0
    },
    {
     "p": 0.07021071761846542,
     "m": 1.0
    },
    {
     "p": 0.06803901493549347,
     "m": 1.0
    },
    {
     "p": 0.04409197345376015,
     "m": 1.0
    },
    {
     "p": 0.06363722681999207,
     "m": 1.0
    },
    {
     "p": 0.0542701818048954,
     "m": 0.9952813982963562
    },
    {
     "p": 0.03211285546422005,
     "m": 0.9096109867095947
    },
    {
     "p": 0.0468582808971405,
     "m": 0.9158316850662231
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.1573173999786377,
   "val_loss": 0.8613086938858032,
   "acc": 68.47,
   "time": 163.43784214799962,
   "param": [
    {
     "p": 0.06277035176753998,
     "m": 1.0
    },
    {
     "p": 0.02896212972700596,
     "m": 1.0
    },
    {
     "p": 0.07846665382385254,
     "m": 1.0
    },
    {
     "p": 0.048087410628795624,
     "m": 0.7462521195411682
    },
    {
     "p": 0.05702425166964531,
     "m": 0.9210560917854309
    },
    {
     "p": 0.05504386126995087,
     "m": 0.7673251032829285
    },
    {
     "p": 0.04560384526848793,
     "m": 1.0
    },
    {
     "p": 0.04914010688662529,
     "m": 0.8396579027175903
    },
    {
     "p": 0.05185415968298912,
     "m": 1.0
    },
    {
     "p": 0.061371784657239914,
     "m": 0.9321463108062744
    },
    {
     "p": 0.05699622258543968,
     "m": 1.0
    },
    {
     "p": 0.0570053830742836,
     "m": 1.0
    },
    {
     "p": 0.07072455435991287,
     "m": 1.0
    },
    {
     "p": 0.048938218504190445,
     "m": 1.0
    },
    {
     "p": 0.06886088103055954,
     "m": 0.9956463575363159
    },
    {
     "p": 0.06860369443893433,
     "m": 1.0
    },
    {
     "p": 0.03401336073875427,
     "m": 0.9667655229568481
    },
    {
     "p": 0.05653313174843788,
     "m": 0.9127839207649231
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.0598845481872559,
   "val_loss": 0.8862563371658325,
   "acc": 69.16,
   "time": 164.70090414900005,
   "param": [
    {
     "p": 0.0522531233727932,
     "m": 1.0
    },
    {
     "p": 0.04451311007142067,
     "m": 1.0
    },
    {
     "p": 0.05029471218585968,
     "m": 1.0
    },
    {
     "p": 0.04268648475408554,
     "m": 0.722728967666626
    },
    {
     "p": 0.043814223259687424,
     "m": 0.8716118335723877
    },
    {
     "p": 0.049170929938554764,
     "m": 0.8511977195739746
    },
    {
     "p": 0.061120036989450455,
     "m": 0.9291460514068604
    },
    {
     "p": 0.05109608918428421,
     "m": 0.9257845878601074
    },
    {
     "p": 0.05738276243209839,
     "m": 0.9857800006866455
    },
    {
     "p": 0.048095978796482086,
     "m": 0.9611549377441406
    },
    {
     "p": 0.07462786883115768,
     "m": 1.0
    },
    {
     "p": 0.05620471015572548,
     "m": 1.0
    },
    {
     "p": 0.08340775221586227,
     "m": 1.0
    },
    {
     "p": 0.04013945162296295,
     "m": 1.0
    },
    {
     "p": 0.0634937733411789,
     "m": 0.957737386226654
    },
    {
     "p": 0.07890148460865021,
     "m": 1.0
    },
    {
     "p": 0.055397212505340576,
     "m": 0.937957227230072
    },
    {
     "p": 0.047400329262018204,
     "m": 0.9282500147819519
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.1083143949508667,
   "val_loss": 0.8505516648292542,
   "acc": 68.71,
   "time": 155.23343795100118,
   "param": [
    {
     "p": 0.048115141689777374,
     "m": 1.0
    },
    {
     "p": 0.04988376423716545,
     "m": 1.0
    },
    {
     "p": 0.07155469059944153,
     "m": 1.0
    },
    {
     "p": 0.04254498332738876,
     "m": 0.7244126796722412
    },
    {
     "p": 0.03543630614876747,
     "m": 0.8327724933624268
    },
    {
     "p": 0.05392587557435036,
     "m": 0.9668576717376709
    },
    {
     "p": 0.06498286873102188,
     "m": 0.8972264528274536
    },
    {
     "p": 0.049802377820014954,
     "m": 0.9673688411712646
    },
    {
     "p": 0.068438820540905,
     "m": 0.9932703375816345
    },
    {
     "p": 0.07806205749511719,
     "m": 0.8975503444671631
    },
    {
     "p": 0.06637902557849884,
     "m": 0.9798887372016907
    },
    {
     "p": 0.06786947697401047,
     "m": 1.0
    },
    {
     "p": 0.06384182721376419,
     "m": 1.0
    },
    {
     "p": 0.027077598497271538,
     "m": 1.0
    },
    {
     "p": 0.05753178149461746,
     "m": 1.0
    },
    {
     "p": 0.051917869597673416,
     "m": 1.0
    },
    {
     "p": 0.040710702538490295,
     "m": 0.839130699634552
    },
    {
     "p": 0.06192484498023987,
     "m": 0.9147933125495911
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.2605302333831787,
   "val_loss": 0.8018818497657776,
   "acc": 68.46,
   "time": 154.2226989239989,
   "param": [
    {
     "p": 0.055642854422330856,
     "m": 1.0
    },
    {
     "p": 0.036075495183467865,
     "m": 1.0
    },
    {
     "p": 0.060894571244716644,
     "m": 1.0
    },
    {
     "p": 0.0419430136680603,
     "m": 0.7489477396011353
    },
    {
     "p": 0.04792249947786331,
     "m": 0.8289991617202759
    },
    {
     "p": 0.0512111634016037,
     "m": 0.984771192073822
    },
    {
     "p": 0.06920434534549713,
     "m": 0.9344793558120728
    },
    {
     "p": 0.03877218812704086,
     "m": 1.0
    },
    {
     "p": 0.08303411304950714,
     "m": 1.0
    },
    {
     "p": 0.06902199238538742,
     "m": 0.9196084141731262
    },
    {
     "p": 0.04454885795712471,
     "m": 0.9985533952713013
    },
    {
     "p": 0.05668323114514351,
     "m": 0.9924460053443909
    },
    {
     "p": 0.05811232328414917,
     "m": 1.0
    },
    {
     "p": 0.04270058497786522,
     "m": 1.0
    },
    {
     "p": 0.06784828007221222,
     "m": 1.0
    },
    {
     "p": 0.05862412974238396,
     "m": 0.9953231811523438
    },
    {
     "p": 0.056448258459568024,
     "m": 0.9294325113296509
    },
    {
     "p": 0.06131213903427124,
     "m": 0.8808985352516174
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.9251334071159363,
   "val_loss": 0.8704158067703247,
   "acc": 68.83,
   "time": 159.86007704000076,
   "param": [
    {
     "p": 0.06067689508199692,
     "m": 1.0
    },
    {
     "p": 0.006947191897779703,
     "m": 1.0
    },
    {
     "p": 0.02817126177251339,
     "m": 1.0
    },
    {
     "p": 0.05325675010681152,
     "m": 0.7756964564323425
    },
    {
     "p": 0.044486358761787415,
     "m": 0.8666267991065979
    },
    {
     "p": 0.046767063438892365,
     "m": 0.9994269609451294
    },
    {
     "p": 0.07960507273674011,
     "m": 0.9250710606575012
    },
    {
     "p": 0.05354286730289459,
     "m": 0.9226577281951904
    },
    {
     "p": 0.06561154872179031,
     "m": 0.9975978136062622
    },
    {
     "p": 0.0556587278842926,
     "m": 0.9983575940132141
    },
    {
     "p": 0.08474002778530121,
     "m": 1.0
    },
    {
     "p": 0.06776474416255951,
     "m": 1.0
    },
    {
     "p": 0.05144646763801575,
     "m": 1.0
    },
    {
     "p": 0.04503687471151352,
     "m": 1.0
    },
    {
     "p": 0.0910959541797638,
     "m": 1.0
    },
    {
     "p": 0.07934432476758957,
     "m": 0.9997813701629639
    },
    {
     "p": 0.0432417169213295,
     "m": 0.8377773761749268
    },
    {
     "p": 0.042606107890605927,
     "m": 0.9038125276565552
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.0308870077133179,
   "val_loss": 0.8157556056976318,
   "acc": 68.43,
   "time": 158.28782948900152,
   "param": [
    {
     "p": 0.07363326847553253,
     "m": 1.0
    },
    {
     "p": 0.03907262533903122,
     "m": 1.0
    },
    {
     "p": 0.05848000943660736,
     "m": 1.0
    },
    {
     "p": 0.060308173298835754,
     "m": 0.6988783478736877
    },
    {
     "p": 0.020420733839273453,
     "m": 0.9540451169013977
    },
    {
     "p": 0.05830034986138344,
     "m": 0.9441565871238708
    },
    {
     "p": 0.055972564965486526,
     "m": 1.0
    },
    {
     "p": 0.07209045439958572,
     "m": 0.9034560918807983
    },
    {
     "p": 0.05466078966856003,
     "m": 0.9971215724945068
    },
    {
     "p": 0.04774685949087143,
     "m": 0.8855400681495667
    },
    {
     "p": 0.08429563045501709,
     "m": 0.9996652007102966
    },
    {
     "p": 0.05338004603981972,
     "m": 0.9987623691558838
    },
    {
     "p": 0.044535085558891296,
     "m": 1.0
    },
    {
     "p": 0.039689429104328156,
     "m": 1.0
    },
    {
     "p": 0.0575038306415081,
     "m": 0.9748889207839966
    },
    {
     "p": 0.060237862169742584,
     "m": 1.0
    },
    {
     "p": 0.061333704739809036,
     "m": 0.9764140844345093
    },
    {
     "p": 0.05833863839507103,
     "m": 0.9851284623146057
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.9585604667663574,
   "val_loss": 0.8400201797485352,
   "acc": 68.99,
   "time": 155.43160785600048,
   "param": [
    {
     "p": 0.054678402841091156,
     "m": 1.0
    },
    {
     "p": 0.01830746978521347,
     "m": 1.0
    },
    {
     "p": 0.056909553706645966,
     "m": 1.0
    },
    {
     "p": 0.04268037527799606,
     "m": 0.8498252630233765
    },
    {
     "p": 0.03613889217376709,
     "m": 0.986088216304779
    },
    {
     "p": 0.03720860555768013,
     "m": 0.8996469378471375
    },
    {
     "p": 0.06441635638475418,
     "m": 0.9635918736457825
    },
    {
     "p": 0.06009726598858833,
     "m": 0.9060629606246948
    },
    {
     "p": 0.0802701860666275,
     "m": 1.0
    },
    {
     "p": 0.05761680006980896,
     "m": 0.9476640224456787
    },
    {
     "p": 0.053833432495594025,
     "m": 0.9967138767242432
    },
    {
     "p": 0.06863096356391907,
     "m": 0.9926390051841736
    },
    {
     "p": 0.07222949713468552,
     "m": 1.0
    },
    {
     "p": 0.07019492983818054,
     "m": 1.0
    },
    {
     "p": 0.0634162425994873,
     "m": 0.9944396018981934
    },
    {
     "p": 0.06876195222139359,
     "m": 1.0
    },
    {
     "p": 0.03574316203594208,
     "m": 0.947113573551178
    },
    {
     "p": 0.05886586382985115,
     "m": 0.9970569014549255
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.9374546408653259,
   "val_loss": 0.7792105674743652,
   "acc": 69.62,
   "time": 161.21100053699956,
   "param": [
    {
     "p": 0.06757566332817078,
     "m": 1.0
    },
    {
     "p": 0.029408814385533333,
     "m": 1.0
    },
    {
     "p": 0.05731111764907837,
     "m": 1.0
    },
    {
     "p": 0.055840373039245605,
     "m": 0.6841081380844116
    },
    {
     "p": 0.05163880065083504,
     "m": 0.9532473087310791
    },
    {
     "p": 0.02304989844560623,
     "m": 0.8096390962600708
    },
    {
     "p": 0.07797835767269135,
     "m": 0.9969111680984497
    },
    {
     "p": 0.042062293738126755,
     "m": 0.9617961645126343
    },
    {
     "p": 0.0528269000351429,
     "m": 1.0
    },
    {
     "p": 0.05369621515274048,
     "m": 0.9666902422904968
    },
    {
     "p": 0.07811020314693451,
     "m": 1.0
    },
    {
     "p": 0.08049081265926361,
     "m": 1.0
    },
    {
     "p": 0.061587002128362656,
     "m": 1.0
    },
    {
     "p": 0.06503017246723175,
     "m": 1.0
    },
    {
     "p": 0.055257707834243774,
     "m": 1.0
    },
    {
     "p": 0.05737200751900673,
     "m": 1.0
    },
    {
     "p": 0.037922076880931854,
     "m": 0.99064701795578
    },
    {
     "p": 0.052841562777757645,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.8867504596710205,
   "val_loss": 0.890576958656311,
   "acc": 68.53,
   "time": 156.95663723600046,
   "param": [
    {
     "p": 0.0710025504231453,
     "m": 1.0
    },
    {
     "p": 0.023791270330548286,
     "m": 1.0
    },
    {
     "p": 0.06622125953435898,
     "m": 1.0
    },
    {
     "p": 0.036671511828899384,
     "m": 0.7232680916786194
    },
    {
     "p": 0.04515867680311203,
     "m": 0.9764463305473328
    },
    {
     "p": 0.037695687264204025,
     "m": 0.7844008207321167
    },
    {
     "p": 0.06381066143512726,
     "m": 1.0
    },
    {
     "p": 0.04733641445636749,
     "m": 1.0
    },
    {
     "p": 0.072517991065979,
     "m": 0.9972297549247742
    },
    {
     "p": 0.0701444149017334,
     "m": 0.9442723989486694
    },
    {
     "p": 0.05206112191081047,
     "m": 0.9983075857162476
    },
    {
     "p": 0.08923911303281784,
     "m": 0.9990437030792236
    },
    {
     "p": 0.055602967739105225,
     "m": 1.0
    },
    {
     "p": 0.041795019060373306,
     "m": 1.0
    },
    {
     "p": 0.05947598069906235,
     "m": 0.9796590805053711
    },
    {
     "p": 0.07088946551084518,
     "m": 1.0
    },
    {
     "p": 0.042390502989292145,
     "m": 0.9652290940284729
    },
    {
     "p": 0.05419545620679855,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.0630682706832886,
   "val_loss": 0.8810297250747681,
   "acc": 69.12,
   "time": 148.97997579099865,
   "param": [
    {
     "p": 0.06063520163297653,
     "m": 1.0
    },
    {
     "p": 0.030109312385320663,
     "m": 1.0
    },
    {
     "p": 0.032066989690065384,
     "m": 1.0
    },
    {
     "p": 0.04700084030628204,
     "m": 0.7751103639602661
    },
    {
     "p": 0.04043326526880264,
     "m": 0.9169560670852661
    },
    {
     "p": 0.02669106051325798,
     "m": 0.9137113094329834
    },
    {
     "p": 0.06404387950897217,
     "m": 0.9507611393928528
    },
    {
     "p": 0.07875648885965347,
     "m": 0.9885469675064087
    },
    {
     "p": 0.06131472438573837,
     "m": 1.0
    },
    {
     "p": 0.07996036112308502,
     "m": 0.9946615099906921
    },
    {
     "p": 0.07788354903459549,
     "m": 0.9874297380447388
    },
    {
     "p": 0.0602792389690876,
     "m": 0.9943641424179077
    },
    {
     "p": 0.049011074006557465,
     "m": 1.0
    },
    {
     "p": 0.07647768408060074,
     "m": 1.0
    },
    {
     "p": 0.07022622972726822,
     "m": 0.8740622997283936
    },
    {
     "p": 0.06343545764684677,
     "m": 0.9992461204528809
    },
    {
     "p": 0.0368739515542984,
     "m": 0.861519455909729
    },
    {
     "p": 0.044800616800785065,
     "m": 0.9683948755264282
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.9823490977287292,
   "val_loss": 0.9332804679870605,
   "acc": 69.42,
   "time": 158.68606283899862,
   "param": [
    {
     "p": 0.06402037292718887,
     "m": 1.0
    },
    {
     "p": 0.018793994560837746,
     "m": 1.0
    },
    {
     "p": 0.07920068502426147,
     "m": 1.0
    },
    {
     "p": 0.05839739367365837,
     "m": 0.816337525844574
    },
    {
     "p": 0.04894652217626572,
     "m": 0.9918466806411743
    },
    {
     "p": 0.043386608362197876,
     "m": 0.9832244515419006
    },
    {
     "p": 0.06529343873262405,
     "m": 1.0
    },
    {
     "p": 0.06782764941453934,
     "m": 1.0
    },
    {
     "p": 0.07198940962553024,
     "m": 1.0
    },
    {
     "p": 0.05498657375574112,
     "m": 0.9927079677581787
    },
    {
     "p": 0.05848735198378563,
     "m": 0.9907089471817017
    },
    {
     "p": 0.06285261362791061,
     "m": 1.0
    },
    {
     "p": 0.0566614605486393,
     "m": 1.0
    },
    {
     "p": 0.04418206959962845,
     "m": 1.0
    },
    {
     "p": 0.04839983955025673,
     "m": 0.9449818134307861
    },
    {
     "p": 0.04813222587108612,
     "m": 1.0
    },
    {
     "p": 0.060491763055324554,
     "m": 0.8132674694061279
    },
    {
     "p": 0.04794999957084656,
     "m": 0.9440348148345947
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.0187270641326904,
   "val_loss": 0.8143263459205627,
   "acc": 69.7,
   "time": 152.0141745510009,
   "param": [
    {
     "p": 0.06431300938129425,
     "m": 1.0
    },
    {
     "p": 0.014214219525456429,
     "m": 1.0
    },
    {
     "p": 0.07876910269260406,
     "m": 1.0
    },
    {
     "p": 0.046482108533382416,
     "m": 0.8198472261428833
    },
    {
     "p": 0.04499775916337967,
     "m": 0.9704765677452087
    },
    {
     "p": 0.0383543036878109,
     "m": 1.0
    },
    {
     "p": 0.07721452414989471,
     "m": 0.9130027890205383
    },
    {
     "p": 0.051822349429130554,
     "m": 0.9625521898269653
    },
    {
     "p": 0.07681991904973984,
     "m": 1.0
    },
    {
     "p": 0.039898473769426346,
     "m": 0.9463643431663513
    },
    {
     "p": 0.062368184328079224,
     "m": 1.0
    },
    {
     "p": 0.05527438968420029,
     "m": 1.0
    },
    {
     "p": 0.07332798093557358,
     "m": 1.0
    },
    {
     "p": 0.040431324392557144,
     "m": 1.0
    },
    {
     "p": 0.06675157696008682,
     "m": 0.9983137249946594
    },
    {
     "p": 0.06933591514825821,
     "m": 1.0
    },
    {
     "p": 0.060619011521339417,
     "m": 0.9552370309829712
    },
    {
     "p": 0.03900584205985069,
     "m": 0.9439489841461182
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.0903222560882568,
   "val_loss": 0.9547497630119324,
   "acc": 68.27,
   "time": 163.4576361419986,
   "param": [
    {
     "p": 0.05314822494983673,
     "m": 1.0
    },
    {
     "p": 0.030292527750134468,
     "m": 1.0
    },
    {
     "p": 0.07450708746910095,
     "m": 1.0
    },
    {
     "p": 0.042159561067819595,
     "m": 0.8896965980529785
    },
    {
     "p": 0.0387851856648922,
     "m": 0.8528438210487366
    },
    {
     "p": 0.06203684210777283,
     "m": 0.895709216594696
    },
    {
     "p": 0.053785644471645355,
     "m": 0.7630183100700378
    },
    {
     "p": 0.06329040229320526,
     "m": 0.9104258418083191
    },
    {
     "p": 0.04979623854160309,
     "m": 0.9938057661056519
    },
    {
     "p": 0.056977592408657074,
     "m": 0.8849211931228638
    },
    {
     "p": 0.05205637589097023,
     "m": 1.0
    },
    {
     "p": 0.054783646017313004,
     "m": 1.0
    },
    {
     "p": 0.05903731286525726,
     "m": 1.0
    },
    {
     "p": 0.0490858219563961,
     "m": 1.0
    },
    {
     "p": 0.07117172330617905,
     "m": 0.9815188646316528
    },
    {
     "p": 0.09624118357896805,
     "m": 1.0
    },
    {
     "p": 0.04034271463751793,
     "m": 0.9160460829734802
    },
    {
     "p": 0.05250193923711777,
     "m": 0.9980090856552124
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.7812495827674866,
   "val_loss": 0.8241948485374451,
   "acc": 69.79,
   "time": 156.26170656400063,
   "param": [
    {
     "p": 0.07265093177556992,
     "m": 1.0
    },
    {
     "p": 0.03411258012056351,
     "m": 1.0
    },
    {
     "p": 0.05516757071018219,
     "m": 1.0
    },
    {
     "p": 0.07666744291782379,
     "m": 0.8352057337760925
    },
    {
     "p": 0.044464703649282455,
     "m": 0.935824453830719
    },
    {
     "p": 0.07448619604110718,
     "m": 0.7058488726615906
    },
    {
     "p": 0.025890983641147614,
     "m": 0.7170368432998657
    },
    {
     "p": 0.05819861590862274,
     "m": 0.9976391196250916
    },
    {
     "p": 0.0717972069978714,
     "m": 1.0
    },
    {
     "p": 0.036045484244823456,
     "m": 0.9073776602745056
    },
    {
     "p": 0.05550112947821617,
     "m": 0.9756022691726685
    },
    {
     "p": 0.07234670221805573,
     "m": 1.0
    },
    {
     "p": 0.06312238425016403,
     "m": 1.0
    },
    {
     "p": 0.0395648330450058,
     "m": 1.0
    },
    {
     "p": 0.05751630291342735,
     "m": 1.0
    },
    {
     "p": 0.08352823555469513,
     "m": 1.0
    },
    {
     "p": 0.04639779403805733,
     "m": 0.8975480198860168
    },
    {
     "p": 0.03254087641835213,
     "m": 0.9620320796966553
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.1219165325164795,
   "val_loss": 0.9429740905761719,
   "acc": 69.04,
   "time": 147.93843873399965,
   "param": [
    {
     "p": 0.06367435306310654,
     "m": 1.0
    },
    {
     "p": 0.038455963134765625,
     "m": 1.0
    },
    {
     "p": 0.08280069380998611,
     "m": 1.0
    },
    {
     "p": 0.04765651747584343,
     "m": 0.7513437867164612
    },
    {
     "p": 0.015755081549286842,
     "m": 1.0
    },
    {
     "p": 0.07120680809020996,
     "m": 0.7578815817832947
    },
    {
     "p": 0.0535070039331913,
     "m": 0.7192986607551575
    },
    {
     "p": 0.05399644747376442,
     "m": 0.9289494156837463
    },
    {
     "p": 0.057995691895484924,
     "m": 1.0
    },
    {
     "p": 0.0670333281159401,
     "m": 0.9012437462806702
    },
    {
     "p": 0.02982618845999241,
     "m": 0.9441917538642883
    },
    {
     "p": 0.06127908453345299,
     "m": 1.0
    },
    {
     "p": 0.06428182870149612,
     "m": 1.0
    },
    {
     "p": 0.06323293596506119,
     "m": 1.0
    },
    {
     "p": 0.05425532907247543,
     "m": 1.0
    },
    {
     "p": 0.08955764770507812,
     "m": 1.0
    },
    {
     "p": 0.05220884829759598,
     "m": 0.9147577881813049
    },
    {
     "p": 0.033276356756687164,
     "m": 0.9437685608863831
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.8846991658210754,
   "val_loss": 0.8726844191551208,
   "acc": 70.09,
   "time": 138.82078160499987,
   "param": [
    {
     "p": 0.06933966279029846,
     "m": 1.0
    },
    {
     "p": 0.014542194083333015,
     "m": 1.0
    },
    {
     "p": 0.07573466747999191,
     "m": 1.0
    },
    {
     "p": 0.07046906650066376,
     "m": 0.914702296257019
    },
    {
     "p": 0.04447435960173607,
     "m": 1.0
    },
    {
     "p": 0.024884788319468498,
     "m": 0.8757666349411011
    },
    {
     "p": 0.04969305545091629,
     "m": 0.8281385898590088
    },
    {
     "p": 0.030768124386668205,
     "m": 1.0
    },
    {
     "p": 0.06473921239376068,
     "m": 1.0
    },
    {
     "p": 0.08246254175901413,
     "m": 1.0
    },
    {
     "p": 0.043367400765419006,
     "m": 0.9910184741020203
    },
    {
     "p": 0.054062362760305405,
     "m": 1.0
    },
    {
     "p": 0.08057853579521179,
     "m": 1.0
    },
    {
     "p": 0.055835045874118805,
     "m": 1.0
    },
    {
     "p": 0.07227203994989395,
     "m": 1.0
    },
    {
     "p": 0.06703734397888184,
     "m": 1.0
    },
    {
     "p": 0.052530113607645035,
     "m": 0.9057540893554688
    },
    {
     "p": 0.047209516167640686,
     "m": 0.9997725486755371
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.2132344245910645,
   "val_loss": 0.8897441029548645,
   "acc": 69.25,
   "time": 144.93176221400063,
   "param": [
    {
     "p": 0.07321344316005707,
     "m": 1.0
    },
    {
     "p": 0.04361126571893692,
     "m": 1.0
    },
    {
     "p": 0.0597548633813858,
     "m": 1.0
    },
    {
     "p": 0.029030995443463326,
     "m": 0.72246253490448
    },
    {
     "p": 0.023976661264896393,
     "m": 0.9245818853378296
    },
    {
     "p": 0.0471489280462265,
     "m": 0.8675009608268738
    },
    {
     "p": 0.07549266517162323,
     "m": 0.8817782402038574
    },
    {
     "p": 0.04387042298913002,
     "m": 0.9891441464424133
    },
    {
     "p": 0.05709970369935036,
     "m": 0.981256902217865
    },
    {
     "p": 0.03834041953086853,
     "m": 0.9493329524993896
    },
    {
     "p": 0.0928073525428772,
     "m": 1.0
    },
    {
     "p": 0.06697361171245575,
     "m": 0.9884207844734192
    },
    {
     "p": 0.07245557755231857,
     "m": 1.0
    },
    {
     "p": 0.03312801197171211,
     "m": 1.0
    },
    {
     "p": 0.04373125731945038,
     "m": 1.0
    },
    {
     "p": 0.05897439271211624,
     "m": 1.0
    },
    {
     "p": 0.07650843262672424,
     "m": 0.9756614565849304
    },
    {
     "p": 0.06388205289840698,
     "m": 0.9997866153717041
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.9285301566123962,
   "val_loss": 0.8899047374725342,
   "acc": 69.45,
   "time": 151.47500100499929,
   "param": [
    {
     "p": 0.06824962049722672,
     "m": 1.0
    },
    {
     "p": 0.04162866994738579,
     "m": 1.0
    },
    {
     "p": 0.059677302837371826,
     "m": 1.0
    },
    {
     "p": 0.05943755805492401,
     "m": 0.6597358584403992
    },
    {
     "p": 0.030855925753712654,
     "m": 0.9853484630584717
    },
    {
     "p": 0.054509520530700684,
     "m": 0.9791831970214844
    },
    {
     "p": 0.06474639475345612,
     "m": 0.9860870242118835
    },
    {
     "p": 0.0436689518392086,
     "m": 0.9890716075897217
    },
    {
     "p": 0.07328330725431442,
     "m": 0.9708167910575867
    },
    {
     "p": 0.06073186546564102,
     "m": 0.8575528860092163
    },
    {
     "p": 0.037232525646686554,
     "m": 0.9979307651519775
    },
    {
     "p": 0.06087712198495865,
     "m": 1.0
    },
    {
     "p": 0.0767163559794426,
     "m": 1.0
    },
    {
     "p": 0.053816795349121094,
     "m": 1.0
    },
    {
     "p": 0.06546895205974579,
     "m": 0.9918524622917175
    },
    {
     "p": 0.0638263076543808,
     "m": 0.9230684041976929
    },
    {
     "p": 0.027196232229471207,
     "m": 0.9146560430526733
    },
    {
     "p": 0.05807655304670334,
     "m": 0.9953476190567017
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.9265854358673096,
   "val_loss": 0.7986845374107361,
   "acc": 69.96,
   "time": 158.22258618399974,
   "param": [
    {
     "p": 0.04569941759109497,
     "m": 1.0
    },
    {
     "p": 0.04075654223561287,
     "m": 1.0
    },
    {
     "p": 0.032404858618974686,
     "m": 1.0
    },
    {
     "p": 0.0569414347410202,
     "m": 0.8144536018371582
    },
    {
     "p": 0.06168120354413986,
     "m": 0.8150926828384399
    },
    {
     "p": 0.058272767812013626,
     "m": 0.9168069362640381
    },
    {
     "p": 0.046516302973032,
     "m": 0.9129156470298767
    },
    {
     "p": 0.049318522214889526,
     "m": 1.0
    },
    {
     "p": 0.08236867934465408,
     "m": 0.9927030205726624
    },
    {
     "p": 0.07936616986989975,
     "m": 0.8974254131317139
    },
    {
     "p": 0.06830796599388123,
     "m": 1.0
    },
    {
     "p": 0.0406961552798748,
     "m": 1.0
    },
    {
     "p": 0.07617952674627304,
     "m": 1.0
    },
    {
     "p": 0.06023921072483063,
     "m": 1.0
    },
    {
     "p": 0.07404124736785889,
     "m": 1.0
    },
    {
     "p": 0.029908232390880585,
     "m": 0.9831588268280029
    },
    {
     "p": 0.054525069892406464,
     "m": 0.9514264464378357
    },
    {
     "p": 0.042776644229888916,
     "m": 0.9561216235160828
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.204478144645691,
   "val_loss": 0.8547631502151489,
   "acc": 70.05,
   "time": 154.71648449699933,
   "param": [
    {
     "p": 0.06246558576822281,
     "m": 1.0
    },
    {
     "p": 0.03694896399974823,
     "m": 1.0
    },
    {
     "p": 0.06528479605913162,
     "m": 1.0
    },
    {
     "p": 0.05072079226374626,
     "m": 0.8416629433631897
    },
    {
     "p": 0.045151952654123306,
     "m": 0.9852223992347717
    },
    {
     "p": 0.0543387345969677,
     "m": 0.9869567155838013
    },
    {
     "p": 0.0615958571434021,
     "m": 1.0
    },
    {
     "p": 0.059207525104284286,
     "m": 1.0
    },
    {
     "p": 0.04906269907951355,
     "m": 0.9899925589561462
    },
    {
     "p": 0.05979171395301819,
     "m": 0.7669427394866943
    },
    {
     "p": 0.049043890088796616,
     "m": 1.0
    },
    {
     "p": 0.06997345387935638,
     "m": 1.0
    },
    {
     "p": 0.06505174934864044,
     "m": 1.0
    },
    {
     "p": 0.05002821609377861,
     "m": 1.0
    },
    {
     "p": 0.05352329462766647,
     "m": 0.988772988319397
    },
    {
     "p": 0.05789737403392792,
     "m": 1.0
    },
    {
     "p": 0.07239675521850586,
     "m": 0.9783328771591187
    },
    {
     "p": 0.0375165231525898,
     "m": 0.985080361366272
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.9586695432662964,
   "val_loss": 0.9110608696937561,
   "acc": 70.17,
   "time": 152.4306327610011,
   "param": [
    {
     "p": 0.07277852296829224,
     "m": 1.0
    },
    {
     "p": 0.04134826362133026,
     "m": 1.0
    },
    {
     "p": 0.060486551374197006,
     "m": 1.0
    },
    {
     "p": 0.06363055109977722,
     "m": 0.864268958568573
    },
    {
     "p": 0.05250449478626251,
     "m": 0.9998061060905457
    },
    {
     "p": 0.05508401244878769,
     "m": 0.9750186800956726
    },
    {
     "p": 0.0466524139046669,
     "m": 0.998180627822876
    },
    {
     "p": 0.04429946839809418,
     "m": 0.9987150430679321
    },
    {
     "p": 0.0391605980694294,
     "m": 0.9865899085998535
    },
    {
     "p": 0.06403492391109467,
     "m": 0.8771243691444397
    },
    {
     "p": 0.05996019020676613,
     "m": 0.9872043132781982
    },
    {
     "p": 0.0585673563182354,
     "m": 1.0
    },
    {
     "p": 0.07912769913673401,
     "m": 1.0
    },
    {
     "p": 0.049430880695581436,
     "m": 1.0
    },
    {
     "p": 0.05877905711531639,
     "m": 0.9901446104049683
    },
    {
     "p": 0.05390530079603195,
     "m": 1.0
    },
    {
     "p": 0.04994127154350281,
     "m": 1.0
    },
    {
     "p": 0.05030843988060951,
     "m": 0.959709107875824
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.1570087671279907,
   "val_loss": 0.7624773383140564,
   "acc": 69.7,
   "time": 155.6747956319996,
   "param": [
    {
     "p": 0.04448288306593895,
     "m": 1.0
    },
    {
     "p": 0.05443374812602997,
     "m": 1.0
    },
    {
     "p": 0.06360102444887161,
     "m": 1.0
    },
    {
     "p": 0.06319012492895126,
     "m": 0.8199243545532227
    },
    {
     "p": 0.04220302775502205,
     "m": 0.9930112957954407
    },
    {
     "p": 0.04063595458865166,
     "m": 0.9446608424186707
    },
    {
     "p": 0.05459040403366089,
     "m": 0.9039092063903809
    },
    {
     "p": 0.053324904292821884,
     "m": 1.0
    },
    {
     "p": 0.057232532650232315,
     "m": 1.0
    },
    {
     "p": 0.05396944284439087,
     "m": 0.9952957034111023
    },
    {
     "p": 0.05616793781518936,
     "m": 1.0
    },
    {
     "p": 0.057301998138427734,
     "m": 1.0
    },
    {
     "p": 0.059930190443992615,
     "m": 1.0
    },
    {
     "p": 0.035699717700481415,
     "m": 1.0
    },
    {
     "p": 0.07208596169948578,
     "m": 0.9976473450660706
    },
    {
     "p": 0.06847589462995529,
     "m": 1.0
    },
    {
     "p": 0.05490785092115402,
     "m": 1.0
    },
    {
     "p": 0.06776650249958038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.0295807123184204,
   "val_loss": 0.8386685848236084,
   "acc": 70.94,
   "time": 157.95707385999958,
   "param": [
    {
     "p": 0.08512488752603531,
     "m": 1.0
    },
    {
     "p": 0.0655035674571991,
     "m": 1.0
    },
    {
     "p": 0.04743347689509392,
     "m": 1.0
    },
    {
     "p": 0.043855585157871246,
     "m": 0.858225405216217
    },
    {
     "p": 0.038220737129449844,
     "m": 0.918229341506958
    },
    {
     "p": 0.04574111849069595,
     "m": 0.8849413394927979
    },
    {
     "p": 0.060817651450634,
     "m": 0.8466649055480957
    },
    {
     "p": 0.043260667473077774,
     "m": 0.9975711107254028
    },
    {
     "p": 0.06174381449818611,
     "m": 1.0
    },
    {
     "p": 0.05845712125301361,
     "m": 0.9970452189445496
    },
    {
     "p": 0.044062040746212006,
     "m": 0.9777514934539795
    },
    {
     "p": 0.07903853058815002,
     "m": 0.9952600002288818
    },
    {
     "p": 0.07124936580657959,
     "m": 1.0
    },
    {
     "p": 0.03575918450951576,
     "m": 1.0
    },
    {
     "p": 0.07129388302564621,
     "m": 0.9441540241241455
    },
    {
     "p": 0.05310523509979248,
     "m": 1.0
    },
    {
     "p": 0.0526675209403038,
     "m": 0.9587472677230835
    },
    {
     "p": 0.04266560822725296,
     "m": 0.9292302131652832
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.9145969748497009,
   "val_loss": 0.7863542437553406,
   "acc": 70.56,
   "time": 154.54277391300093,
   "param": [
    {
     "p": 0.05607803165912628,
     "m": 1.0
    },
    {
     "p": 0.03610587865114212,
     "m": 1.0
    },
    {
     "p": 0.07629814743995667,
     "m": 1.0
    },
    {
     "p": 0.06268768012523651,
     "m": 0.8161412477493286
    },
    {
     "p": 0.04055887460708618,
     "m": 0.8230016231536865
    },
    {
     "p": 0.056696418672800064,
     "m": 0.9281529188156128
    },
    {
     "p": 0.04130025580525398,
     "m": 0.9641765356063843
    },
    {
     "p": 0.06614962965250015,
     "m": 0.9154592156410217
    },
    {
     "p": 0.06806407123804092,
     "m": 1.0
    },
    {
     "p": 0.05553635209798813,
     "m": 0.8132046461105347
    },
    {
     "p": 0.06800441443920135,
     "m": 1.0
    },
    {
     "p": 0.053690068423748016,
     "m": 0.9738683104515076
    },
    {
     "p": 0.055562470108270645,
     "m": 1.0
    },
    {
     "p": 0.06497582793235779,
     "m": 1.0
    },
    {
     "p": 0.0531129352748394,
     "m": 0.97519850730896
    },
    {
     "p": 0.05948425456881523,
     "m": 1.0
    },
    {
     "p": 0.047986820340156555,
     "m": 1.0
    },
    {
     "p": 0.037707775831222534,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.970984935760498,
   "val_loss": 0.9003240466117859,
   "acc": 69.69,
   "time": 155.39551211300022,
   "param": [
    {
     "p": 0.03143060952425003,
     "m": 1.0
    },
    {
     "p": 0.06533443927764893,
     "m": 1.0
    },
    {
     "p": 0.06826677173376083,
     "m": 1.0
    },
    {
     "p": 0.05434594675898552,
     "m": 0.7883929014205933
    },
    {
     "p": 0.03608822450041771,
     "m": 0.7469785809516907
    },
    {
     "p": 0.037888944149017334,
     "m": 0.9992155432701111
    },
    {
     "p": 0.043217677623033524,
     "m": 0.8569054007530212
    },
    {
     "p": 0.06668753921985626,
     "m": 0.9962130188941956
    },
    {
     "p": 0.05560845136642456,
     "m": 1.0
    },
    {
     "p": 0.08778547495603561,
     "m": 0.8821773529052734
    },
    {
     "p": 0.08241817355155945,
     "m": 1.0
    },
    {
     "p": 0.07175586372613907,
     "m": 0.9966040849685669
    },
    {
     "p": 0.05091985687613487,
     "m": 1.0
    },
    {
     "p": 0.0508493036031723,
     "m": 1.0
    },
    {
     "p": 0.04896893352270126,
     "m": 0.87654709815979
    },
    {
     "p": 0.04779408499598503,
     "m": 0.9897270798683167
    },
    {
     "p": 0.06011229753494263,
     "m": 0.979711651802063
    },
    {
     "p": 0.040527332574129105,
     "m": 0.9238206744194031
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.9432601928710938,
   "val_loss": 0.7958182692527771,
   "acc": 70.46,
   "time": 157.1643007670009,
   "param": [
    {
     "p": 0.05095910653471947,
     "m": 1.0
    },
    {
     "p": 0.06550654768943787,
     "m": 1.0
    },
    {
     "p": 0.054198939353227615,
     "m": 1.0
    },
    {
     "p": 0.060741085559129715,
     "m": 0.7766034603118896
    },
    {
     "p": 0.06337173283100128,
     "m": 0.5493745803833008
    },
    {
     "p": 0.05072655901312828,
     "m": 0.9806719422340393
    },
    {
     "p": 0.05337792634963989,
     "m": 0.8156979084014893
    },
    {
     "p": 0.039410386234521866,
     "m": 0.9554868936538696
    },
    {
     "p": 0.06230005621910095,
     "m": 0.9259735941886902
    },
    {
     "p": 0.03557923063635826,
     "m": 0.9404937624931335
    },
    {
     "p": 0.05824217200279236,
     "m": 1.0
    },
    {
     "p": 0.06966066360473633,
     "m": 1.0
    },
    {
     "p": 0.07510565966367722,
     "m": 1.0
    },
    {
     "p": 0.04165069758892059,
     "m": 1.0
    },
    {
     "p": 0.04978838562965393,
     "m": 0.9387983679771423
    },
    {
     "p": 0.06875432282686234,
     "m": 0.9915373921394348
    },
    {
     "p": 0.03980659693479538,
     "m": 0.9998928308486938
    },
    {
     "p": 0.06081992760300636,
     "m": 0.8887863159179688
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.8562512993812561,
   "val_loss": 0.8869873285293579,
   "acc": 69.36,
   "time": 150.0217568500011,
   "param": [
    {
     "p": 0.07976458966732025,
     "m": 1.0
    },
    {
     "p": 0.03818897157907486,
     "m": 1.0
    },
    {
     "p": 0.0523235909640789,
     "m": 1.0
    },
    {
     "p": 0.06845354288816452,
     "m": 0.8064376711845398
    },
    {
     "p": 0.045600246638059616,
     "m": 0.38417235016822815
    },
    {
     "p": 0.042205117642879486,
     "m": 0.9005546569824219
    },
    {
     "p": 0.08689723163843155,
     "m": 0.7941382527351379
    },
    {
     "p": 0.04967661201953888,
     "m": 0.9026272296905518
    },
    {
     "p": 0.05215336009860039,
     "m": 0.9920418858528137
    },
    {
     "p": 0.05107608437538147,
     "m": 0.9562560319900513
    },
    {
     "p": 0.05061209946870804,
     "m": 1.0
    },
    {
     "p": 0.05240900069475174,
     "m": 1.0
    },
    {
     "p": 0.07421740889549255,
     "m": 1.0
    },
    {
     "p": 0.043348219245672226,
     "m": 1.0
    },
    {
     "p": 0.08512444794178009,
     "m": 1.0
    },
    {
     "p": 0.04953458160161972,
     "m": 0.999995768070221
    },
    {
     "p": 0.04708190634846687,
     "m": 0.9397181868553162
    },
    {
     "p": 0.03133297711610794,
     "m": 0.8756271600723267
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.9272375106811523,
   "val_loss": 0.9194428324699402,
   "acc": 70.46,
   "time": 153.5669694040007,
   "param": [
    {
     "p": 0.06514648348093033,
     "m": 1.0
    },
    {
     "p": 0.033982690423727036,
     "m": 1.0
    },
    {
     "p": 0.06705111265182495,
     "m": 1.0
    },
    {
     "p": 0.07777538150548935,
     "m": 0.6632118225097656
    },
    {
     "p": 0.04190651327371597,
     "m": 0.44978928565979004
    },
    {
     "p": 0.04092947766184807,
     "m": 0.8426154851913452
    },
    {
     "p": 0.04705534502863884,
     "m": 0.8381096720695496
    },
    {
     "p": 0.05978258699178696,
     "m": 0.877634584903717
    },
    {
     "p": 0.04774809628725052,
     "m": 0.9594898819923401
    },
    {
     "p": 0.06413301825523376,
     "m": 1.0
    },
    {
     "p": 0.048243410885334015,
     "m": 0.9833775758743286
    },
    {
     "p": 0.07531629502773285,
     "m": 1.0
    },
    {
     "p": 0.059960197657346725,
     "m": 1.0
    },
    {
     "p": 0.05516304448246956,
     "m": 1.0
    },
    {
     "p": 0.044611137360334396,
     "m": 0.9787980914115906
    },
    {
     "p": 0.07691948115825653,
     "m": 1.0
    },
    {
     "p": 0.037831660360097885,
     "m": 0.965670645236969
    },
    {
     "p": 0.05644404888153076,
     "m": 0.8347657322883606
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.6917616724967957,
   "val_loss": 0.8731529116630554,
   "acc": 70.64,
   "time": 158.84694019000017,
   "param": [
    {
     "p": 0.042878199368715286,
     "m": 1.0
    },
    {
     "p": 0.041886139661073685,
     "m": 1.0
    },
    {
     "p": 0.07237288355827332,
     "m": 1.0
    },
    {
     "p": 0.08002608269453049,
     "m": 0.6815868020057678
    },
    {
     "p": 0.06923352181911469,
     "m": 0.5940736532211304
    },
    {
     "p": 0.021192926913499832,
     "m": 0.7971318364143372
    },
    {
     "p": 0.0553152970969677,
     "m": 0.9467424154281616
    },
    {
     "p": 0.04181348532438278,
     "m": 0.8192763328552246
    },
    {
     "p": 0.07328412681818008,
     "m": 0.9418783783912659
    },
    {
     "p": 0.04214071109890938,
     "m": 0.9961752891540527
    },
    {
     "p": 0.06098627671599388,
     "m": 0.9762197732925415
    },
    {
     "p": 0.07630947232246399,
     "m": 1.0
    },
    {
     "p": 0.057724691927433014,
     "m": 1.0
    },
    {
     "p": 0.06034358590841293,
     "m": 1.0
    },
    {
     "p": 0.07047058641910553,
     "m": 0.978007972240448
    },
    {
     "p": 0.07250674813985825,
     "m": 0.999607264995575
    },
    {
     "p": 0.027563225477933884,
     "m": 0.8712210655212402
    },
    {
     "p": 0.0339520201086998,
     "m": 0.7227894067764282
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.9197484850883484,
   "val_loss": 0.9247332215309143,
   "acc": 71.07,
   "time": 158.45113024499915,
   "param": [
    {
     "p": 0.06827844679355621,
     "m": 1.0
    },
    {
     "p": 0.023691793903708458,
     "m": 1.0
    },
    {
     "p": 0.05795054882764816,
     "m": 1.0
    },
    {
     "p": 0.06762166321277618,
     "m": 0.6508145928382874
    },
    {
     "p": 0.04598399996757507,
     "m": 0.8373769521713257
    },
    {
     "p": 0.06658662855625153,
     "m": 0.7836198210716248
    },
    {
     "p": 0.051689308136701584,
     "m": 0.9946410655975342
    },
    {
     "p": 0.05518041178584099,
     "m": 0.7723268270492554
    },
    {
     "p": 0.06416339427232742,
     "m": 1.0
    },
    {
     "p": 0.049450699239969254,
     "m": 0.9586644172668457
    },
    {
     "p": 0.0665159523487091,
     "m": 1.0
    },
    {
     "p": 0.04960990324616432,
     "m": 0.9994648098945618
    },
    {
     "p": 0.07457726448774338,
     "m": 1.0
    },
    {
     "p": 0.05679715797305107,
     "m": 1.0
    },
    {
     "p": 0.04803033545613289,
     "m": 0.9904674887657166
    },
    {
     "p": 0.03958607837557793,
     "m": 0.9968893527984619
    },
    {
     "p": 0.05094768479466438,
     "m": 0.9807945489883423
    },
    {
     "p": 0.06333879381418228,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.9367374777793884,
   "val_loss": 0.8336437940597534,
   "acc": 71.45,
   "time": 160.5502018040006,
   "param": [
    {
     "p": 0.06356023252010345,
     "m": 1.0
    },
    {
     "p": 0.034322358667850494,
     "m": 1.0
    },
    {
     "p": 0.04870114102959633,
     "m": 1.0
    },
    {
     "p": 0.046004582196474075,
     "m": 0.8464406132698059
    },
    {
     "p": 0.05981128290295601,
     "m": 0.7793221473693848
    },
    {
     "p": 0.061213500797748566,
     "m": 0.7664086818695068
    },
    {
     "p": 0.047620974481105804,
     "m": 0.9504098892211914
    },
    {
     "p": 0.0734015703201294,
     "m": 0.84257972240448
    },
    {
     "p": 0.050905048847198486,
     "m": 0.9852945804595947
    },
    {
     "p": 0.054715145379304886,
     "m": 0.9943378567695618
    },
    {
     "p": 0.0711023285984993,
     "m": 0.9877042770385742
    },
    {
     "p": 0.0511934757232666,
     "m": 1.0
    },
    {
     "p": 0.08419723808765411,
     "m": 1.0
    },
    {
     "p": 0.055965155363082886,
     "m": 1.0
    },
    {
     "p": 0.07476062327623367,
     "m": 1.0
    },
    {
     "p": 0.06411799788475037,
     "m": 1.0
    },
    {
     "p": 0.03835773095488548,
     "m": 0.8916316032409668
    },
    {
     "p": 0.020049629732966423,
     "m": 0.9628730416297913
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.9369319081306458,
   "val_loss": 0.8821018934249878,
   "acc": 70.64,
   "time": 149.36000850500022,
   "param": [
    {
     "p": 0.06400774419307709,
     "m": 1.0
    },
    {
     "p": 0.06932119280099869,
     "m": 1.0
    },
    {
     "p": 0.04237475246191025,
     "m": 1.0
    },
    {
     "p": 0.060921236872673035,
     "m": 0.8151946067810059
    },
    {
     "p": 0.029753848910331726,
     "m": 0.6772556900978088
    },
    {
     "p": 0.03365986794233322,
     "m": 0.834719181060791
    },
    {
     "p": 0.06212584301829338,
     "m": 0.8586694598197937
    },
    {
     "p": 0.06834873557090759,
     "m": 0.8973295092582703
    },
    {
     "p": 0.0711698904633522,
     "m": 1.0
    },
    {
     "p": 0.07777225226163864,
     "m": 0.8694148659706116
    },
    {
     "p": 0.05854998156428337,
     "m": 1.0
    },
    {
     "p": 0.0593784935772419,
     "m": 1.0
    },
    {
     "p": 0.05890525132417679,
     "m": 1.0
    },
    {
     "p": 0.05374832823872566,
     "m": 1.0
    },
    {
     "p": 0.07173145562410355,
     "m": 1.0
    },
    {
     "p": 0.039933279156684875,
     "m": 1.0
    },
    {
     "p": 0.04290979355573654,
     "m": 0.7774559259414673
    },
    {
     "p": 0.035388123244047165,
     "m": 0.9696011543273926
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.7297255396842957,
   "val_loss": 0.7577741742134094,
   "acc": 71.15,
   "time": 139.43589266699928,
   "param": [
    {
     "p": 0.05348704755306244,
     "m": 1.0
    },
    {
     "p": 0.005219309125095606,
     "m": 1.0
    },
    {
     "p": 0.07040859013795853,
     "m": 1.0
    },
    {
     "p": 0.04595428332686424,
     "m": 0.9238319396972656
    },
    {
     "p": 0.06324861943721771,
     "m": 0.695158839225769
    },
    {
     "p": 0.032960936427116394,
     "m": 0.8739984631538391
    },
    {
     "p": 0.0793967917561531,
     "m": 0.947353184223175
    },
    {
     "p": 0.04688578471541405,
     "m": 0.88808274269104
    },
    {
     "p": 0.03483549505472183,
     "m": 0.9033558964729309
    },
    {
     "p": 0.06544376909732819,
     "m": 0.9717554450035095
    },
    {
     "p": 0.08616451919078827,
     "m": 0.9919950366020203
    },
    {
     "p": 0.06787850707769394,
     "m": 1.0
    },
    {
     "p": 0.046474821865558624,
     "m": 1.0
    },
    {
     "p": 0.04831709712743759,
     "m": 1.0
    },
    {
     "p": 0.034388840198516846,
     "m": 0.9689888954162598
    },
    {
     "p": 0.08467972278594971,
     "m": 1.0
    },
    {
     "p": 0.07959399372339249,
     "m": 0.7010822296142578
    },
    {
     "p": 0.05466189980506897,
     "m": 0.932074785232544
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.900425910949707,
   "val_loss": 0.9790803790092468,
   "acc": 70.21,
   "time": 144.531936854999,
   "param": [
    {
     "p": 0.07245083153247833,
     "m": 1.0
    },
    {
     "p": 0.04578584432601929,
     "m": 1.0
    },
    {
     "p": 0.03153802454471588,
     "m": 1.0
    },
    {
     "p": 0.047059815376996994,
     "m": 0.8768197298049927
    },
    {
     "p": 0.06335342675447464,
     "m": 0.7177367210388184
    },
    {
     "p": 0.06500685214996338,
     "m": 0.9224639534950256
    },
    {
     "p": 0.045395683497190475,
     "m": 0.9421986937522888
    },
    {
     "p": 0.07525213062763214,
     "m": 0.7839929461479187
    },
    {
     "p": 0.05593907833099365,
     "m": 0.9948278069496155
    },
    {
     "p": 0.04710908234119415,
     "m": 0.961524248123169
    },
    {
     "p": 0.06701122969388962,
     "m": 0.9945051074028015
    },
    {
     "p": 0.09130984544754028,
     "m": 0.9658759236335754
    },
    {
     "p": 0.060491543263196945,
     "m": 1.0
    },
    {
     "p": 0.05075238272547722,
     "m": 1.0
    },
    {
     "p": 0.06732887029647827,
     "m": 0.9370033144950867
    },
    {
     "p": 0.04421646147966385,
     "m": 1.0
    },
    {
     "p": 0.03030381165444851,
     "m": 0.5399365425109863
    },
    {
     "p": 0.039695121347904205,
     "m": 0.8898652195930481
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.0197463035583496,
   "val_loss": 0.9044680595397949,
   "acc": 70.67,
   "time": 165.78479865200097,
   "param": [
    {
     "p": 0.052239883691072464,
     "m": 1.0
    },
    {
     "p": 0.03702526539564133,
     "m": 1.0
    },
    {
     "p": 0.03560080751776695,
     "m": 1.0
    },
    {
     "p": 0.039354629814624786,
     "m": 0.8306238055229187
    },
    {
     "p": 0.07539180666208267,
     "m": 0.652633786201477
    },
    {
     "p": 0.0631197839975357,
     "m": 1.0
    },
    {
     "p": 0.042209066450595856,
     "m": 0.9546301960945129
    },
    {
     "p": 0.06037700176239014,
     "m": 0.9524375796318054
    },
    {
     "p": 0.08815640211105347,
     "m": 0.9665189385414124
    },
    {
     "p": 0.05483347922563553,
     "m": 0.960316002368927
    },
    {
     "p": 0.05886972323060036,
     "m": 0.9991439580917358
    },
    {
     "p": 0.07009415328502655,
     "m": 1.0
    },
    {
     "p": 0.07774201035499573,
     "m": 1.0
    },
    {
     "p": 0.06393610686063766,
     "m": 1.0
    },
    {
     "p": 0.029726551845669746,
     "m": 0.9917828440666199
    },
    {
     "p": 0.04945611208677292,
     "m": 0.9978432655334473
    },
    {
     "p": 0.04336870089173317,
     "m": 0.4984714984893799
    },
    {
     "p": 0.05849846825003624,
     "m": 0.7697603702545166
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.9538230895996094,
   "val_loss": 0.8789739012718201,
   "acc": 70.48,
   "time": 143.7865412170013,
   "param": [
    {
     "p": 0.061759091913700104,
     "m": 1.0
    },
    {
     "p": 0.06740900874137878,
     "m": 1.0
    },
    {
     "p": 0.06253252923488617,
     "m": 1.0
    },
    {
     "p": 0.04226464405655861,
     "m": 0.9604128003120422
    },
    {
     "p": 0.06924676150083542,
     "m": 0.642261803150177
    },
    {
     "p": 0.027651606127619743,
     "m": 1.0
    },
    {
     "p": 0.05711950734257698,
     "m": 1.0
    },
    {
     "p": 0.0689411461353302,
     "m": 0.8696325421333313
    },
    {
     "p": 0.035208433866500854,
     "m": 0.9922837615013123
    },
    {
     "p": 0.06155114248394966,
     "m": 0.9786832332611084
    },
    {
     "p": 0.0436953641474247,
     "m": 0.9899227023124695
    },
    {
     "p": 0.032616253942251205,
     "m": 1.0
    },
    {
     "p": 0.07275152951478958,
     "m": 1.0
    },
    {
     "p": 0.044707972556352615,
     "m": 1.0
    },
    {
     "p": 0.06579065322875977,
     "m": 0.9967716932296753
    },
    {
     "p": 0.052228789776563644,
     "m": 1.0
    },
    {
     "p": 0.06558044254779816,
     "m": 0.5488210320472717
    },
    {
     "p": 0.06894504278898239,
     "m": 0.8767592906951904
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.8755692839622498,
   "val_loss": 0.8211941719055176,
   "acc": 70.45,
   "time": 158.56764265700076,
   "param": [
    {
     "p": 0.06841827929019928,
     "m": 1.0
    },
    {
     "p": 0.04871503263711929,
     "m": 1.0
    },
    {
     "p": 0.06766330450773239,
     "m": 1.0
    },
    {
     "p": 0.05041923373937607,
     "m": 0.9789490103721619
    },
    {
     "p": 0.0423351489007473,
     "m": 0.7790007591247559
    },
    {
     "p": 0.02939959615468979,
     "m": 0.8348812460899353
    },
    {
     "p": 0.07034878432750702,
     "m": 0.9919654726982117
    },
    {
     "p": 0.058184992522001266,
     "m": 0.987769603729248
    },
    {
     "p": 0.05637824535369873,
     "m": 1.0
    },
    {
     "p": 0.06265702098608017,
     "m": 0.9064576029777527
    },
    {
     "p": 0.0412704236805439,
     "m": 1.0
    },
    {
     "p": 0.06445109099149704,
     "m": 1.0
    },
    {
     "p": 0.06604335457086563,
     "m": 1.0
    },
    {
     "p": 0.04369180649518967,
     "m": 1.0
    },
    {
     "p": 0.05911815166473389,
     "m": 0.9874531626701355
    },
    {
     "p": 0.06054642051458359,
     "m": 0.9929435849189758
    },
    {
     "p": 0.034019939601421356,
     "m": 0.6956892609596252
    },
    {
     "p": 0.07633915543556213,
     "m": 0.8789656162261963
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.9746078252792358,
   "val_loss": 0.8796099424362183,
   "acc": 70.73,
   "time": 144.73108979099925,
   "param": [
    {
     "p": 0.056368160992860794,
     "m": 1.0
    },
    {
     "p": 0.017881877720355988,
     "m": 1.0
    },
    {
     "p": 0.05213338881731033,
     "m": 1.0
    },
    {
     "p": 0.04134581238031387,
     "m": 0.9918650984764099
    },
    {
     "p": 0.0766604021191597,
     "m": 0.7517351508140564
    },
    {
     "p": 0.029243387281894684,
     "m": 0.8622050285339355
    },
    {
     "p": 0.07288830727338791,
     "m": 1.0
    },
    {
     "p": 0.06210896000266075,
     "m": 1.0
    },
    {
     "p": 0.047820523381233215,
     "m": 1.0
    },
    {
     "p": 0.054527051746845245,
     "m": 0.9954642057418823
    },
    {
     "p": 0.05169954150915146,
     "m": 0.9841782450675964
    },
    {
     "p": 0.05930221453309059,
     "m": 1.0
    },
    {
     "p": 0.06416608393192291,
     "m": 1.0
    },
    {
     "p": 0.03867340832948685,
     "m": 1.0
    },
    {
     "p": 0.06866038590669632,
     "m": 1.0
    },
    {
     "p": 0.08675232529640198,
     "m": 1.0
    },
    {
     "p": 0.057925764471292496,
     "m": 0.7257584929466248
    },
    {
     "p": 0.061842359602451324,
     "m": 0.9795643091201782
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.859939455986023,
   "val_loss": 0.7866223454475403,
   "acc": 70.98,
   "time": 149.95657450999897,
   "param": [
    {
     "p": 0.06492141634225845,
     "m": 1.0
    },
    {
     "p": 0.0332404188811779,
     "m": 1.0
    },
    {
     "p": 0.0815158262848854,
     "m": 1.0
    },
    {
     "p": 0.053712259978055954,
     "m": 0.8909845352172852
    },
    {
     "p": 0.04814354330301285,
     "m": 0.7351508736610413
    },
    {
     "p": 0.04716669023036957,
     "m": 0.7077901363372803
    },
    {
     "p": 0.027607783675193787,
     "m": 0.9613755941390991
    },
    {
     "p": 0.0544024296104908,
     "m": 0.9958221316337585
    },
    {
     "p": 0.0870802253484726,
     "m": 0.9886425137519836
    },
    {
     "p": 0.034307025372982025,
     "m": 0.9692552089691162
    },
    {
     "p": 0.06806173920631409,
     "m": 0.9991680383682251
    },
    {
     "p": 0.04333840683102608,
     "m": 0.9973762631416321
    },
    {
     "p": 0.08388826251029968,
     "m": 1.0
    },
    {
     "p": 0.052287813276052475,
     "m": 1.0
    },
    {
     "p": 0.07628753036260605,
     "m": 1.0
    },
    {
     "p": 0.04157661646604538,
     "m": 1.0
    },
    {
     "p": 0.04796792194247246,
     "m": 0.8205782175064087
    },
    {
     "p": 0.05449402332305908,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.844154417514801,
   "val_loss": 0.8425356149673462,
   "acc": 70.24,
   "time": 159.3493937080002,
   "param": [
    {
     "p": 0.06745333969593048,
     "m": 1.0
    },
    {
     "p": 0.05132332816720009,
     "m": 1.0
    },
    {
     "p": 0.05974186211824417,
     "m": 1.0
    },
    {
     "p": 0.040443047881126404,
     "m": 0.805250883102417
    },
    {
     "p": 0.04562406986951828,
     "m": 0.6424394845962524
    },
    {
     "p": 0.07355596870183945,
     "m": 0.7398431897163391
    },
    {
     "p": 0.05192885175347328,
     "m": 0.971070408821106
    },
    {
     "p": 0.05123256891965866,
     "m": 0.9195778965950012
    },
    {
     "p": 0.05326315388083458,
     "m": 0.9848386645317078
    },
    {
     "p": 0.050459958612918854,
     "m": 0.9741050601005554
    },
    {
     "p": 0.04037266597151756,
     "m": 0.9829387664794922
    },
    {
     "p": 0.07312730699777603,
     "m": 0.960318386554718
    },
    {
     "p": 0.06522750854492188,
     "m": 1.0
    },
    {
     "p": 0.05444558709859848,
     "m": 1.0
    },
    {
     "p": 0.0772673636674881,
     "m": 0.9490536451339722
    },
    {
     "p": 0.039397817105054855,
     "m": 0.9517776370048523
    },
    {
     "p": 0.043249137699604034,
     "m": 0.7285796403884888
    },
    {
     "p": 0.06188643351197243,
     "m": 0.9809421896934509
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.8968020677566528,
   "val_loss": 0.8724815249443054,
   "acc": 70.96,
   "time": 147.85242586099957,
   "param": [
    {
     "p": 0.06905923783779144,
     "m": 1.0
    },
    {
     "p": 0.05332966521382332,
     "m": 1.0
    },
    {
     "p": 0.06250592321157455,
     "m": 1.0
    },
    {
     "p": 0.049685314297676086,
     "m": 0.7724241614341736
    },
    {
     "p": 0.04140741005539894,
     "m": 0.6907798647880554
    },
    {
     "p": 0.06000238656997681,
     "m": 0.7031258940696716
    },
    {
     "p": 0.06456106156110764,
     "m": 0.9994553327560425
    },
    {
     "p": 0.05822170898318291,
     "m": 0.8887360692024231
    },
    {
     "p": 0.06153281405568123,
     "m": 1.0
    },
    {
     "p": 0.06263521313667297,
     "m": 0.8482868671417236
    },
    {
     "p": 0.04943963140249252,
     "m": 0.9927653074264526
    },
    {
     "p": 0.056805308908224106,
     "m": 0.9973576068878174
    },
    {
     "p": 0.05930666625499725,
     "m": 1.0
    },
    {
     "p": 0.06537771970033646,
     "m": 1.0
    },
    {
     "p": 0.0394153892993927,
     "m": 0.9604949951171875
    },
    {
     "p": 0.05521715059876442,
     "m": 1.0
    },
    {
     "p": 0.04959125071763992,
     "m": 0.7535766363143921
    },
    {
     "p": 0.04190607741475105,
     "m": 0.8542857766151428
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.880091667175293,
   "val_loss": 0.8800663948059082,
   "acc": 70.77,
   "time": 139.15368599900103,
   "param": [
    {
     "p": 0.06911633163690567,
     "m": 1.0
    },
    {
     "p": 0.04292115941643715,
     "m": 1.0
    },
    {
     "p": 0.06062289699912071,
     "m": 1.0
    },
    {
     "p": 0.014229831285774708,
     "m": 0.8525210618972778
    },
    {
     "p": 0.0659102126955986,
     "m": 0.7509540915489197
    },
    {
     "p": 0.035516515374183655,
     "m": 0.689809262752533
    },
    {
     "p": 0.021549483761191368,
     "m": 0.8523146510124207
    },
    {
     "p": 0.06247614696621895,
     "m": 0.9826364517211914
    },
    {
     "p": 0.039805591106414795,
     "m": 0.9798257350921631
    },
    {
     "p": 0.07429511845111847,
     "m": 0.8987701535224915
    },
    {
     "p": 0.06317044049501419,
     "m": 0.9986065030097961
    },
    {
     "p": 0.0820283591747284,
     "m": 0.9873480200767517
    },
    {
     "p": 0.042255859822034836,
     "m": 1.0
    },
    {
     "p": 0.051110487431287766,
     "m": 1.0
    },
    {
     "p": 0.05805530399084091,
     "m": 0.9567013382911682
    },
    {
     "p": 0.06967560201883316,
     "m": 1.0
    },
    {
     "p": 0.05915447697043419,
     "m": 0.8373232483863831
    },
    {
     "p": 0.08810635656118393,
     "m": 0.84457927942276
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.8684254884719849,
   "val_loss": 0.7486251592636108,
   "acc": 71.08,
   "time": 151.6434197790004,
   "param": [
    {
     "p": 0.04269997403025627,
     "m": 1.0
    },
    {
     "p": 0.030348649248480797,
     "m": 1.0
    },
    {
     "p": 0.045229747891426086,
     "m": 1.0
    },
    {
     "p": 0.0796823799610138,
     "m": 0.9733768701553345
    },
    {
     "p": 0.0623214989900589,
     "m": 0.810538113117218
    },
    {
     "p": 0.03889445960521698,
     "m": 0.6149917840957642
    },
    {
     "p": 0.0334281288087368,
     "m": 0.9502547979354858
    },
    {
     "p": 0.04346746206283569,
     "m": 0.8539812564849854
    },
    {
     "p": 0.09232936799526215,
     "m": 0.9873972535133362
    },
    {
     "p": 0.06651532649993896,
     "m": 1.0
    },
    {
     "p": 0.07712052762508392,
     "m": 0.9802822470664978
    },
    {
     "p": 0.055452924221754074,
     "m": 1.0
    },
    {
     "p": 0.059808891266584396,
     "m": 1.0
    },
    {
     "p": 0.05267208442091942,
     "m": 1.0
    },
    {
     "p": 0.061112336814403534,
     "m": 0.8640534281730652
    },
    {
     "p": 0.07948305457830429,
     "m": 1.0
    },
    {
     "p": 0.05644406005740166,
     "m": 0.8414315581321716
    },
    {
     "p": 0.02298911102116108,
     "m": 0.8197628259658813
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.8647434711456299,
   "val_loss": 0.8437988758087158,
   "acc": 70.58,
   "time": 145.52731541900175,
   "param": [
    {
     "p": 0.040346257388591766,
     "m": 1.0
    },
    {
     "p": 0.04833965376019478,
     "m": 1.0
    },
    {
     "p": 0.050757668912410736,
     "m": 1.0
    },
    {
     "p": 0.038403842598199844,
     "m": 0.9256501793861389
    },
    {
     "p": 0.05721714720129967,
     "m": 0.8377118706703186
    },
    {
     "p": 0.05770450085401535,
     "m": 0.6608043313026428
    },
    {
     "p": 0.05210430547595024,
     "m": 0.9867537021636963
    },
    {
     "p": 0.06526034325361252,
     "m": 0.9546216726303101
    },
    {
     "p": 0.050646089017391205,
     "m": 0.9854674339294434
    },
    {
     "p": 0.06138806790113449,
     "m": 0.9270839095115662
    },
    {
     "p": 0.06770786643028259,
     "m": 1.0
    },
    {
     "p": 0.07000324130058289,
     "m": 1.0
    },
    {
     "p": 0.05927538126707077,
     "m": 1.0
    },
    {
     "p": 0.06354421377182007,
     "m": 1.0
    },
    {
     "p": 0.054019588977098465,
     "m": 1.0
    },
    {
     "p": 0.057761337608098984,
     "m": 1.0
    },
    {
     "p": 0.05811776593327522,
     "m": 0.9889785647392273
    },
    {
     "p": 0.04740271344780922,
     "m": 0.7934851050376892
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.940715491771698,
   "val_loss": 0.7410916090011597,
   "acc": 70.16,
   "time": 160.98885143999723,
   "param": [
    {
     "p": 0.06929171085357666,
     "m": 1.0
    },
    {
     "p": 0.03596695885062218,
     "m": 1.0
    },
    {
     "p": 0.08670534938573837,
     "m": 1.0
    },
    {
     "p": 0.03294724225997925,
     "m": 0.8624075651168823
    },
    {
     "p": 0.05707841366529465,
     "m": 0.8295112252235413
    },
    {
     "p": 0.04315829277038574,
     "m": 0.9181641936302185
    },
    {
     "p": 0.03463347256183624,
     "m": 0.9520341157913208
    },
    {
     "p": 0.05269791558384895,
     "m": 0.8718713521957397
    },
    {
     "p": 0.07485977560281754,
     "m": 0.9979129433631897
    },
    {
     "p": 0.06258217990398407,
     "m": 0.900733470916748
    },
    {
     "p": 0.0732695460319519,
     "m": 0.9915614724159241
    },
    {
     "p": 0.07599636167287827,
     "m": 1.0
    },
    {
     "p": 0.06313993781805038,
     "m": 1.0
    },
    {
     "p": 0.06588975340127945,
     "m": 1.0
    },
    {
     "p": 0.02418619394302368,
     "m": 0.9549259543418884
    },
    {
     "p": 0.05723608657717705,
     "m": 0.9490141272544861
    },
    {
     "p": 0.06158037111163139,
     "m": 0.929512083530426
    },
    {
     "p": 0.028780357912182808,
     "m": 0.7508070468902588
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.9836626052856445,
   "val_loss": 0.7911137342453003,
   "acc": 71.63,
   "time": 163.64525588099787,
   "param": [
    {
     "p": 0.09633011370897293,
     "m": 1.0
    },
    {
     "p": 0.011782146990299225,
     "m": 1.0
    },
    {
     "p": 0.07580027729272842,
     "m": 1.0
    },
    {
     "p": 0.08398735523223877,
     "m": 0.9511722326278687
    },
    {
     "p": 0.022870821878314018,
     "m": 0.8935142755508423
    },
    {
     "p": 0.03066517971456051,
     "m": 0.9291754364967346
    },
    {
     "p": 0.04152347519993782,
     "m": 0.9227181077003479
    },
    {
     "p": 0.05316838249564171,
     "m": 0.8452117443084717
    },
    {
     "p": 0.06840763986110687,
     "m": 1.0
    },
    {
     "p": 0.05962800979614258,
     "m": 1.0
    },
    {
     "p": 0.05234988406300545,
     "m": 1.0
    },
    {
     "p": 0.062045808881521225,
     "m": 1.0
    },
    {
     "p": 0.053912218660116196,
     "m": 1.0
    },
    {
     "p": 0.049210626631975174,
     "m": 1.0
    },
    {
     "p": 0.06880278140306473,
     "m": 0.995187520980835
    },
    {
     "p": 0.06650113314390182,
     "m": 0.992057740688324
    },
    {
     "p": 0.04672883823513985,
     "m": 0.8383116126060486
    },
    {
     "p": 0.056285310536623,
     "m": 0.9172276854515076
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.7350680232048035,
   "val_loss": 0.9481455087661743,
   "acc": 71.11,
   "time": 158.1412412810023,
   "param": [
    {
     "p": 0.06599196046590805,
     "m": 1.0
    },
    {
     "p": 0.02229335345327854,
     "m": 1.0
    },
    {
     "p": 0.06809213757514954,
     "m": 1.0
    },
    {
     "p": 0.06554748862981796,
     "m": 0.8060846924781799
    },
    {
     "p": 0.07334209978580475,
     "m": 0.8047122359275818
    },
    {
     "p": 0.07637385278940201,
     "m": 0.936894416809082
    },
    {
     "p": 0.05441700667142868,
     "m": 0.9469412565231323
    },
    {
     "p": 0.06260694563388824,
     "m": 0.7377429604530334
    },
    {
     "p": 0.03803818300366402,
     "m": 0.9503374099731445
    },
    {
     "p": 0.04297111928462982,
     "m": 0.9473984241485596
    },
    {
     "p": 0.050475917756557465,
     "m": 0.9699159860610962
    },
    {
     "p": 0.06355030089616776,
     "m": 0.9907721877098083
    },
    {
     "p": 0.07308446615934372,
     "m": 1.0
    },
    {
     "p": 0.08263346552848816,
     "m": 1.0
    },
    {
     "p": 0.04345333203673363,
     "m": 0.9295842051506042
    },
    {
     "p": 0.041985660791397095,
     "m": 0.9869421720504761
    },
    {
     "p": 0.024709202349185944,
     "m": 0.7121598124504089
    },
    {
     "p": 0.050433408468961716,
     "m": 0.9237791299819946
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.8385613560676575,
   "val_loss": 0.8282389640808105,
   "acc": 71.5,
   "time": 156.2636778570013,
   "param": [
    {
     "p": 0.05457334220409393,
     "m": 1.0
    },
    {
     "p": 0.03838413581252098,
     "m": 1.0
    },
    {
     "p": 0.06412635743618011,
     "m": 1.0
    },
    {
     "p": 0.060317087918519974,
     "m": 0.792371928691864
    },
    {
     "p": 0.045748185366392136,
     "m": 0.6309399604797363
    },
    {
     "p": 0.05427764728665352,
     "m": 1.0
    },
    {
     "p": 0.06465140730142593,
     "m": 0.9462013244628906
    },
    {
     "p": 0.07038208097219467,
     "m": 0.8272441029548645
    },
    {
     "p": 0.047443900257349014,
     "m": 1.0
    },
    {
     "p": 0.04513442516326904,
     "m": 0.9741750359535217
    },
    {
     "p": 0.03678398206830025,
     "m": 0.8921875357627869
    },
    {
     "p": 0.06119376793503761,
     "m": 1.0
    },
    {
     "p": 0.05682741850614548,
     "m": 1.0
    },
    {
     "p": 0.0650504007935524,
     "m": 1.0
    },
    {
     "p": 0.06101562827825546,
     "m": 1.0
    },
    {
     "p": 0.06377109885215759,
     "m": 1.0
    },
    {
     "p": 0.05596199259161949,
     "m": 0.7228208184242249
    },
    {
     "p": 0.05435706302523613,
     "m": 0.8958882689476013
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.7067158222198486,
   "val_loss": 0.9678488373756409,
   "acc": 71.2,
   "time": 145.94138238600135,
   "param": [
    {
     "p": 0.059649255126714706,
     "m": 1.0
    },
    {
     "p": 0.026777511462569237,
     "m": 1.0
    },
    {
     "p": 0.07358735054731369,
     "m": 1.0
    },
    {
     "p": 0.055922430008649826,
     "m": 0.7446167469024658
    },
    {
     "p": 0.037014592438936234,
     "m": 0.6693916916847229
    },
    {
     "p": 0.01343087200075388,
     "m": 1.0
    },
    {
     "p": 0.04792976379394531,
     "m": 0.8789021968841553
    },
    {
     "p": 0.06754889339208603,
     "m": 0.7574226260185242
    },
    {
     "p": 0.06081594154238701,
     "m": 1.0
    },
    {
     "p": 0.042373526841402054,
     "m": 0.8086451888084412
    },
    {
     "p": 0.11430303752422333,
     "m": 0.7968858480453491
    },
    {
     "p": 0.045368701219558716,
     "m": 0.9966909289360046
    },
    {
     "p": 0.06674272567033768,
     "m": 1.0
    },
    {
     "p": 0.0501105897128582,
     "m": 1.0
    },
    {
     "p": 0.03776050731539726,
     "m": 0.9497536420822144
    },
    {
     "p": 0.06886396557092667,
     "m": 1.0
    },
    {
     "p": 0.0683591216802597,
     "m": 0.7958417534828186
    },
    {
     "p": 0.06344126164913177,
     "m": 0.7995281219482422
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.862529456615448,
   "val_loss": 0.8576746582984924,
   "acc": 71.44,
   "time": 143.9681573199996,
   "param": [
    {
     "p": 0.07588303834199905,
     "m": 1.0
    },
    {
     "p": 0.05046016722917557,
     "m": 1.0
    },
    {
     "p": 0.0724606141448021,
     "m": 1.0
    },
    {
     "p": 0.06658919155597687,
     "m": 0.8200899362564087
    },
    {
     "p": 0.05232542008161545,
     "m": 0.486465722322464
    },
    {
     "p": 0.06099988520145416,
     "m": 0.9589892625808716
    },
    {
     "p": 0.06678713858127594,
     "m": 0.9085228443145752
    },
    {
     "p": 0.04580249264836311,
     "m": 0.7472305297851562
    },
    {
     "p": 0.049481101334095,
     "m": 0.9688341617584229
    },
    {
     "p": 0.06484474241733551,
     "m": 0.9811026453971863
    },
    {
     "p": 0.06228731945157051,
     "m": 0.916393518447876
    },
    {
     "p": 0.06651817262172699,
     "m": 1.0
    },
    {
     "p": 0.06769251078367233,
     "m": 1.0
    },
    {
     "p": 0.03163978457450867,
     "m": 1.0
    },
    {
     "p": 0.028696270659565926,
     "m": 0.99573814868927
    },
    {
     "p": 0.03418721631169319,
     "m": 1.0
    },
    {
     "p": 0.06112983822822571,
     "m": 0.7668216228485107
    },
    {
     "p": 0.042215149849653244,
     "m": 0.8313289880752563
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.045587182044983,
   "val_loss": 0.8778510093688965,
   "acc": 71.0,
   "time": 144.013787287,
   "param": [
    {
     "p": 0.06542081385850906,
     "m": 1.0
    },
    {
     "p": 0.03018820658326149,
     "m": 1.0
    },
    {
     "p": 0.08633523434400558,
     "m": 1.0
    },
    {
     "p": 0.035902272909879684,
     "m": 0.7829882502555847
    },
    {
     "p": 0.03886701539158821,
     "m": 0.7084895372390747
    },
    {
     "p": 0.047590892761945724,
     "m": 0.9877133965492249
    },
    {
     "p": 0.04844869300723076,
     "m": 0.797875165939331
    },
    {
     "p": 0.05908137559890747,
     "m": 0.7370381355285645
    },
    {
     "p": 0.04804874584078789,
     "m": 0.9687616229057312
    },
    {
     "p": 0.05582476779818535,
     "m": 1.0
    },
    {
     "p": 0.04654277488589287,
     "m": 0.9970985054969788
    },
    {
     "p": 0.07177359610795975,
     "m": 1.0
    },
    {
     "p": 0.056399472057819366,
     "m": 1.0
    },
    {
     "p": 0.07761146873235703,
     "m": 1.0
    },
    {
     "p": 0.05026434734463692,
     "m": 0.9758732318878174
    },
    {
     "p": 0.06602604687213898,
     "m": 1.0
    },
    {
     "p": 0.050400860607624054,
     "m": 0.7430104613304138
    },
    {
     "p": 0.06527338922023773,
     "m": 0.8052882552146912
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.7749386429786682,
   "val_loss": 1.0811924934387207,
   "acc": 71.35,
   "time": 154.9963713549987,
   "param": [
    {
     "p": 0.08635811507701874,
     "m": 1.0
    },
    {
     "p": 0.014672407880425453,
     "m": 1.0
    },
    {
     "p": 0.04527490213513374,
     "m": 1.0
    },
    {
     "p": 0.07275491952896118,
     "m": 0.782467246055603
    },
    {
     "p": 0.07377944886684418,
     "m": 0.7169533967971802
    },
    {
     "p": 0.049038320779800415,
     "m": 1.0
    },
    {
     "p": 0.06694014370441437,
     "m": 0.7912693023681641
    },
    {
     "p": 0.057817794382572174,
     "m": 0.8209621906280518
    },
    {
     "p": 0.05183400213718414,
     "m": 1.0
    },
    {
     "p": 0.04667874798178673,
     "m": 0.999472975730896
    },
    {
     "p": 0.04061203822493553,
     "m": 0.9826608300209045
    },
    {
     "p": 0.037550099194049835,
     "m": 1.0
    },
    {
     "p": 0.05183699354529381,
     "m": 1.0
    },
    {
     "p": 0.05251280590891838,
     "m": 1.0
    },
    {
     "p": 0.06207634508609772,
     "m": 0.813846230506897
    },
    {
     "p": 0.07561266422271729,
     "m": 1.0
    },
    {
     "p": 0.056555092334747314,
     "m": 0.8370914459228516
    },
    {
     "p": 0.05809510871767998,
     "m": 0.6800986528396606
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.7364695072174072,
   "val_loss": 0.83334881067276,
   "acc": 71.49,
   "time": 149.8451732379981,
   "param": [
    {
     "p": 0.0712834894657135,
     "m": 1.0
    },
    {
     "p": 0.04015147313475609,
     "m": 1.0
    },
    {
     "p": 0.06181882694363594,
     "m": 1.0
    },
    {
     "p": 0.029412563890218735,
     "m": 0.937228798866272
    },
    {
     "p": 0.040758874267339706,
     "m": 0.7375872135162354
    },
    {
     "p": 0.05241122841835022,
     "m": 0.9710148572921753
    },
    {
     "p": 0.06674111634492874,
     "m": 0.6908784508705139
    },
    {
     "p": 0.031255997717380524,
     "m": 0.862837016582489
    },
    {
     "p": 0.07229705154895782,
     "m": 1.0
    },
    {
     "p": 0.07528570294380188,
     "m": 0.9875676035881042
    },
    {
     "p": 0.05379918962717056,
     "m": 0.9585215449333191
    },
    {
     "p": 0.05827803537249565,
     "m": 1.0
    },
    {
     "p": 0.0770161971449852,
     "m": 1.0
    },
    {
     "p": 0.05854638293385506,
     "m": 1.0
    },
    {
     "p": 0.06594201922416687,
     "m": 1.0
    },
    {
     "p": 0.06142619252204895,
     "m": 0.9997100234031677
    },
    {
     "p": 0.03594459965825081,
     "m": 0.8491063714027405
    },
    {
     "p": 0.04763117432594299,
     "m": 0.6330781579017639
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.0194159746170044,
   "val_loss": 0.8146355748176575,
   "acc": 70.6,
   "time": 161.8061458910015,
   "param": [
    {
     "p": 0.065615214407444,
     "m": 1.0
    },
    {
     "p": 0.0474119670689106,
     "m": 1.0
    },
    {
     "p": 0.0646604374051094,
     "m": 1.0
    },
    {
     "p": 0.06382430344820023,
     "m": 0.9495466947555542
    },
    {
     "p": 0.02320975437760353,
     "m": 0.6259846091270447
    },
    {
     "p": 0.0447196364402771,
     "m": 0.987905740737915
    },
    {
     "p": 0.05262785032391548,
     "m": 0.8073789477348328
    },
    {
     "p": 0.06313905864953995,
     "m": 0.9495436549186707
    },
    {
     "p": 0.09373003244400024,
     "m": 0.9934779405593872
    },
    {
     "p": 0.07386504858732224,
     "m": 0.9984049201011658
    },
    {
     "p": 0.07024931907653809,
     "m": 0.9844334125518799
    },
    {
     "p": 0.02019234374165535,
     "m": 1.0
    },
    {
     "p": 0.050535108894109726,
     "m": 1.0
    },
    {
     "p": 0.04912373051047325,
     "m": 1.0
    },
    {
     "p": 0.048471998423337936,
     "m": 0.9711840152740479
    },
    {
     "p": 0.056894637644290924,
     "m": 0.9641547799110413
    },
    {
     "p": 0.05492251366376877,
     "m": 0.7216590642929077
    },
    {
     "p": 0.056807100772857666,
     "m": 0.638384222984314
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.8190183639526367,
   "val_loss": 0.8335358500480652,
   "acc": 71.17,
   "time": 161.29346278400044,
   "param": [
    {
     "p": 0.07195165008306503,
     "m": 1.0
    },
    {
     "p": 0.03141769394278526,
     "m": 1.0
    },
    {
     "p": 0.0700966864824295,
     "m": 1.0
    },
    {
     "p": 0.0812610611319542,
     "m": 0.9407544732093811
    },
    {
     "p": 0.06473203003406525,
     "m": 0.5770576596260071
    },
    {
     "p": 0.04441986605525017,
     "m": 0.9875055551528931
    },
    {
     "p": 0.054979484528303146,
     "m": 0.910895586013794
    },
    {
     "p": 0.039556846022605896,
     "m": 0.9216359853744507
    },
    {
     "p": 0.05139901861548424,
     "m": 0.9969248175621033
    },
    {
     "p": 0.059467341750860214,
     "m": 0.9788830280303955
    },
    {
     "p": 0.07221455872058868,
     "m": 0.9964591860771179
    },
    {
     "p": 0.043011199682950974,
     "m": 1.0
    },
    {
     "p": 0.05255378782749176,
     "m": 1.0
    },
    {
     "p": 0.04165596142411232,
     "m": 1.0
    },
    {
     "p": 0.052851635962724686,
     "m": 0.9101719856262207
    },
    {
     "p": 0.06259692460298538,
     "m": 0.9976391196250916
    },
    {
     "p": 0.033721182495355606,
     "m": 0.7129464149475098
    },
    {
     "p": 0.07211305946111679,
     "m": 0.6891112327575684
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.8913372755050659,
   "val_loss": 0.6687363386154175,
   "acc": 71.12,
   "time": 161.12887089099968,
   "param": [
    {
     "p": 0.051553189754486084,
     "m": 1.0
    },
    {
     "p": 0.038548026233911514,
     "m": 1.0
    },
    {
     "p": 0.05681028962135315,
     "m": 1.0
    },
    {
     "p": 0.06409905850887299,
     "m": 0.8838351368904114
    },
    {
     "p": 0.07361970841884613,
     "m": 0.5083943009376526
    },
    {
     "p": 0.022988062351942062,
     "m": 0.9007889628410339
    },
    {
     "p": 0.06484813243150711,
     "m": 1.0
    },
    {
     "p": 0.06994996219873428,
     "m": 0.8989135026931763
    },
    {
     "p": 0.03434993699193001,
     "m": 0.8969487547874451
    },
    {
     "p": 0.06348597258329391,
     "m": 0.9788408875465393
    },
    {
     "p": 0.0476539172232151,
     "m": 0.927241861820221
    },
    {
     "p": 0.07265738397836685,
     "m": 1.0
    },
    {
     "p": 0.04460880905389786,
     "m": 1.0
    },
    {
     "p": 0.03486020117998123,
     "m": 1.0
    },
    {
     "p": 0.06092562898993492,
     "m": 0.9991520643234253
    },
    {
     "p": 0.04998737946152687,
     "m": 1.0
    },
    {
     "p": 0.07414490729570389,
     "m": 0.9086356163024902
    },
    {
     "p": 0.07490940392017365,
     "m": 0.8022747039794922
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.6728065609931946,
   "val_loss": 0.7987832427024841,
   "acc": 71.44,
   "time": 142.0554645509983,
   "param": [
    {
     "p": 0.04412410035729408,
     "m": 1.0
    },
    {
     "p": 0.04678814485669136,
     "m": 1.0
    },
    {
     "p": 0.050549112260341644,
     "m": 1.0
    },
    {
     "p": 0.06457456946372986,
     "m": 1.0
    },
    {
     "p": 0.058196619153022766,
     "m": 0.5071651935577393
    },
    {
     "p": 0.02195148542523384,
     "m": 0.951637327671051
    },
    {
     "p": 0.06926658004522324,
     "m": 0.8782680630683899
    },
    {
     "p": 0.0653432235121727,
     "m": 0.8640279769897461
    },
    {
     "p": 0.04327193647623062,
     "m": 1.0
    },
    {
     "p": 0.06328974664211273,
     "m": 0.8949082493782043
    },
    {
     "p": 0.04827238246798515,
     "m": 0.9768328666687012
    },
    {
     "p": 0.052691493183374405,
     "m": 1.0
    },
    {
     "p": 0.07945220917463303,
     "m": 1.0
    },
    {
     "p": 0.06144064664840698,
     "m": 1.0
    },
    {
     "p": 0.05771222338080406,
     "m": 0.9756004214286804
    },
    {
     "p": 0.07504104822874069,
     "m": 1.0
    },
    {
     "p": 0.04590529203414917,
     "m": 0.8467614650726318
    },
    {
     "p": 0.05212927609682083,
     "m": 0.8540123701095581
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.9502614140510559,
   "val_loss": 0.8369566798210144,
   "acc": 70.31,
   "time": 150.75459849599793,
   "param": [
    {
     "p": 0.05533970519900322,
     "m": 1.0
    },
    {
     "p": 0.03035413846373558,
     "m": 1.0
    },
    {
     "p": 0.04792724549770355,
     "m": 1.0
    },
    {
     "p": 0.048975758254528046,
     "m": 0.9450063705444336
    },
    {
     "p": 0.04735875502228737,
     "m": 0.46121588349342346
    },
    {
     "p": 0.05968419462442398,
     "m": 0.8856970071792603
    },
    {
     "p": 0.06828706711530685,
     "m": 0.89198899269104
    },
    {
     "p": 0.055861011147499084,
     "m": 0.8873238563537598
    },
    {
     "p": 0.06046254187822342,
     "m": 1.0
    },
    {
     "p": 0.057812415063381195,
     "m": 0.983873724937439
    },
    {
     "p": 0.07936659455299377,
     "m": 1.0
    },
    {
     "p": 0.062234628945589066,
     "m": 1.0
    },
    {
     "p": 0.05775109678506851,
     "m": 1.0
    },
    {
     "p": 0.047867774963378906,
     "m": 1.0
    },
    {
     "p": 0.07264847308397293,
     "m": 1.0
    },
    {
     "p": 0.06885692477226257,
     "m": 1.0
    },
    {
     "p": 0.046090830117464066,
     "m": 0.7852362394332886
    },
    {
     "p": 0.033120736479759216,
     "m": 0.7883418202400208
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.7208126783370972,
   "val_loss": 0.9212924242019653,
   "acc": 71.57,
   "time": 138.00724800899843,
   "param": [
    {
     "p": 0.06702766567468643,
     "m": 1.0
    },
    {
     "p": 0.03671486675739288,
     "m": 1.0
    },
    {
     "p": 0.05474063754081726,
     "m": 1.0
    },
    {
     "p": 0.05221853032708168,
     "m": 0.9841670393943787
    },
    {
     "p": 0.03964558616280556,
     "m": 0.4853842556476593
    },
    {
     "p": 0.04924893006682396,
     "m": 0.867777407169342
    },
    {
     "p": 0.06637553870677948,
     "m": 0.8612633943557739
    },
    {
     "p": 0.06448723375797272,
     "m": 0.9541522264480591
    },
    {
     "p": 0.06447961181402206,
     "m": 0.9998181462287903
    },
    {
     "p": 0.049674101173877716,
     "m": 0.9913350343704224
    },
    {
     "p": 0.0670766830444336,
     "m": 1.0
    },
    {
     "p": 0.07049257308244705,
     "m": 1.0
    },
    {
     "p": 0.043811749666929245,
     "m": 1.0
    },
    {
     "p": 0.06780925393104553,
     "m": 1.0
    },
    {
     "p": 0.050575293600559235,
     "m": 0.9992281198501587
    },
    {
     "p": 0.04848119989037514,
     "m": 1.0
    },
    {
     "p": 0.05531683936715126,
     "m": 0.8421252965927124
    },
    {
     "p": 0.05182366073131561,
     "m": 0.8134259581565857
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.7489218711853027,
   "val_loss": 0.8244782090187073,
   "acc": 70.61,
   "time": 152.30436232599823,
   "param": [
    {
     "p": 0.06009742617607117,
     "m": 1.0
    },
    {
     "p": 0.03576428443193436,
     "m": 1.0
    },
    {
     "p": 0.07696127891540527,
     "m": 1.0
    },
    {
     "p": 0.036321382969617844,
     "m": 0.9107463359832764
    },
    {
     "p": 0.023318512365221977,
     "m": 0.6707298755645752
    },
    {
     "p": 0.06900312751531601,
     "m": 0.8711473941802979
    },
    {
     "p": 0.06512028723955154,
     "m": 0.7248001098632812
    },
    {
     "p": 0.06004112586379051,
     "m": 0.9034950733184814
    },
    {
     "p": 0.05816778540611267,
     "m": 0.9989078640937805
    },
    {
     "p": 0.0879921168088913,
     "m": 0.920570969581604
    },
    {
     "p": 0.07346337288618088,
     "m": 0.9931103587150574
    },
    {
     "p": 0.05948050320148468,
     "m": 1.0
    },
    {
     "p": 0.06367608159780502,
     "m": 1.0
    },
    {
     "p": 0.03062688373029232,
     "m": 1.0
    },
    {
     "p": 0.056661710143089294,
     "m": 0.9637709856033325
    },
    {
     "p": 0.04457634687423706,
     "m": 1.0
    },
    {
     "p": 0.04956260323524475,
     "m": 0.8514252305030823
    },
    {
     "p": 0.04916523024439812,
     "m": 0.8501787781715393
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 0.9475739002227783,
   "val_loss": 0.9721797704696655,
   "acc": 70.76,
   "time": 144.84326375899764,
   "param": [
    {
     "p": 0.07657068222761154,
     "m": 1.0
    },
    {
     "p": 0.06817709654569626,
     "m": 1.0
    },
    {
     "p": 0.039637476205825806,
     "m": 1.0
    },
    {
     "p": 0.02860165573656559,
     "m": 0.7575181126594543
    },
    {
     "p": 0.034523289650678635,
     "m": 0.655889093875885
    },
    {
     "p": 0.07824419438838959,
     "m": 0.9832504391670227
    },
    {
     "p": 0.07587984204292297,
     "m": 0.7656782269477844
    },
    {
     "p": 0.07342956960201263,
     "m": 0.9006724953651428
    },
    {
     "p": 0.04481440410017967,
     "m": 0.999457597732544
    },
    {
     "p": 0.04068100079894066,
     "m": 0.8856072425842285
    },
    {
     "p": 0.06659436970949173,
     "m": 1.0
    },
    {
     "p": 0.056512054055929184,
     "m": 1.0
    },
    {
     "p": 0.0663144513964653,
     "m": 1.0
    },
    {
     "p": 0.03836219757795334,
     "m": 1.0
    },
    {
     "p": 0.07429805397987366,
     "m": 1.0
    },
    {
     "p": 0.055766090750694275,
     "m": 1.0
    },
    {
     "p": 0.03666215017437935,
     "m": 0.7572152018547058
    },
    {
     "p": 0.044931501150131226,
     "m": 0.7728652358055115
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.7940609455108643,
   "val_loss": 0.8005906343460083,
   "acc": 71.41,
   "time": 140.26340136200088,
   "param": [
    {
     "p": 0.04825242608785629,
     "m": 1.0
    },
    {
     "p": 0.04400281608104706,
     "m": 1.0
    },
    {
     "p": 0.05584771931171417,
     "m": 1.0
    },
    {
     "p": 0.05335947871208191,
     "m": 0.920831561088562
    },
    {
     "p": 0.04888768866658211,
     "m": 0.5671040415763855
    },
    {
     "p": 0.06770803034305573,
     "m": 0.8997742533683777
    },
    {
     "p": 0.04847561568021774,
     "m": 0.8102713227272034
    },
    {
     "p": 0.05079672485589981,
     "m": 0.8333802223205566
    },
    {
     "p": 0.05983978882431984,
     "m": 1.0
    },
    {
     "p": 0.05290038138628006,
     "m": 1.0
    },
    {
     "p": 0.05812644213438034,
     "m": 0.9951557517051697
    },
    {
     "p": 0.01893230527639389,
     "m": 1.0
    },
    {
     "p": 0.0917748212814331,
     "m": 1.0
    },
    {
     "p": 0.062229808419942856,
     "m": 1.0
    },
    {
     "p": 0.056837938725948334,
     "m": 0.9242962598800659
    },
    {
     "p": 0.05440910905599594,
     "m": 0.9796158671379089
    },
    {
     "p": 0.06239631026983261,
     "m": 0.645241916179657
    },
    {
     "p": 0.06522266566753387,
     "m": 0.6952456831932068
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.7121159434318542,
   "val_loss": 0.8967626094818115,
   "acc": 70.93,
   "time": 157.97290772999986,
   "param": [
    {
     "p": 0.06338392943143845,
     "m": 1.0
    },
    {
     "p": 0.05101556330919266,
     "m": 1.0
    },
    {
     "p": 0.07040626555681229,
     "m": 1.0
    },
    {
     "p": 0.05267265811562538,
     "m": 0.8835691213607788
    },
    {
     "p": 0.044563256204128265,
     "m": 0.46053826808929443
    },
    {
     "p": 0.05339321121573448,
     "m": 0.8710286617279053
    },
    {
     "p": 0.07177382707595825,
     "m": 0.8018215298652649
    },
    {
     "p": 0.04985208436846733,
     "m": 0.9071956276893616
    },
    {
     "p": 0.06679494678974152,
     "m": 1.0
    },
    {
     "p": 0.04250839725136757,
     "m": 0.8849488496780396
    },
    {
     "p": 0.06021218001842499,
     "m": 0.985588788986206
    },
    {
     "p": 0.04372773319482803,
     "m": 1.0
    },
    {
     "p": 0.05536117032170296,
     "m": 1.0
    },
    {
     "p": 0.06538727879524231,
     "m": 1.0
    },
    {
     "p": 0.052228108048439026,
     "m": 0.9371216297149658
    },
    {
     "p": 0.07145948708057404,
     "m": 1.0
    },
    {
     "p": 0.03802606090903282,
     "m": 0.5691894292831421
    },
    {
     "p": 0.047233860939741135,
     "m": 0.6904850602149963
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.7223966121673584,
   "val_loss": 0.7759444117546082,
   "acc": 71.02,
   "time": 160.87699352100026,
   "param": [
    {
     "p": 0.057944368571043015,
     "m": 1.0
    },
    {
     "p": 0.04303023964166641,
     "m": 1.0
    },
    {
     "p": 0.07662864029407501,
     "m": 1.0
    },
    {
     "p": 0.051562514156103134,
     "m": 1.0
    },
    {
     "p": 0.030186213552951813,
     "m": 0.4566715359687805
    },
    {
     "p": 0.06488887220621109,
     "m": 0.8024662733078003
    },
    {
     "p": 0.03351869434118271,
     "m": 0.80016028881073
    },
    {
     "p": 0.0585910938680172,
     "m": 0.999947726726532
    },
    {
     "p": 0.06384430080652237,
     "m": 1.0
    },
    {
     "p": 0.05026368796825409,
     "m": 0.8159463405609131
    },
    {
     "p": 0.06383666396141052,
     "m": 0.9484984874725342
    },
    {
     "p": 0.04481127858161926,
     "m": 1.0
    },
    {
     "p": 0.06097418814897537,
     "m": 1.0
    },
    {
     "p": 0.04526304081082344,
     "m": 1.0
    },
    {
     "p": 0.05611998587846756,
     "m": 0.9705339074134827
    },
    {
     "p": 0.05801752582192421,
     "m": 1.0
    },
    {
     "p": 0.08034421503543854,
     "m": 0.6979551911354065
    },
    {
     "p": 0.06017446890473366,
     "m": 0.7920233607292175
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.6705500483512878,
   "val_loss": 0.9245090484619141,
   "acc": 71.27,
   "time": 153.60956608799825,
   "param": [
    {
     "p": 0.047272633761167526,
     "m": 1.0
    },
    {
     "p": 0.07040384411811829,
     "m": 1.0
    },
    {
     "p": 0.028615305200219154,
     "m": 1.0
    },
    {
     "p": 0.07896766066551208,
     "m": 0.8944602012634277
    },
    {
     "p": 0.06832291930913925,
     "m": 0.4816223084926605
    },
    {
     "p": 0.055402807891368866,
     "m": 0.897325336933136
    },
    {
     "p": 0.018568918108940125,
     "m": 0.9481284022331238
    },
    {
     "p": 0.04234996810555458,
     "m": 0.9986998438835144
    },
    {
     "p": 0.066567063331604,
     "m": 0.9086393713951111
    },
    {
     "p": 0.08244069665670395,
     "m": 0.7898702025413513
    },
    {
     "p": 0.084001824259758,
     "m": 0.9649103879928589
    },
    {
     "p": 0.07062572985887527,
     "m": 1.0
    },
    {
     "p": 0.06604723632335663,
     "m": 1.0
    },
    {
     "p": 0.06324588507413864,
     "m": 1.0
    },
    {
     "p": 0.04457221180200577,
     "m": 0.9257354736328125
    },
    {
     "p": 0.05934630334377289,
     "m": 1.0
    },
    {
     "p": 0.009178679436445236,
     "m": 0.8100237250328064
    },
    {
     "p": 0.044070299714803696,
     "m": 0.7750341892242432
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.8212308883666992,
   "val_loss": 0.8741048574447632,
   "acc": 71.6,
   "time": 140.4909390540015,
   "param": [
    {
     "p": 0.0548800528049469,
     "m": 1.0
    },
    {
     "p": 0.04484448954463005,
     "m": 1.0
    },
    {
     "p": 0.070052869617939,
     "m": 1.0
    },
    {
     "p": 0.07671578228473663,
     "m": 0.9600858688354492
    },
    {
     "p": 0.042678121477365494,
     "m": 0.6248719692230225
    },
    {
     "p": 0.05746672675013542,
     "m": 0.9503251314163208
    },
    {
     "p": 0.05686670169234276,
     "m": 1.0
    },
    {
     "p": 0.04824467748403549,
     "m": 0.9348549246788025
    },
    {
     "p": 0.07939716428518295,
     "m": 0.9399551749229431
    },
    {
     "p": 0.06401807069778442,
     "m": 0.8007227778434753
    },
    {
     "p": 0.07215271890163422,
     "m": 0.939723014831543
    },
    {
     "p": 0.05361964926123619,
     "m": 1.0
    },
    {
     "p": 0.05835682898759842,
     "m": 1.0
    },
    {
     "p": 0.04662729799747467,
     "m": 1.0
    },
    {
     "p": 0.056509118527173996,
     "m": 0.8520378470420837
    },
    {
     "p": 0.039406828582286835,
     "m": 0.998832106590271
    },
    {
     "p": 0.04581458866596222,
     "m": 0.8827778697013855
    },
    {
     "p": 0.0323483869433403,
     "m": 0.7596666216850281
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.6869955062866211,
   "val_loss": 0.853904128074646,
   "acc": 71.25,
   "time": 148.51123252800244,
   "param": [
    {
     "p": 0.0821792334318161,
     "m": 1.0
    },
    {
     "p": 0.03351147472858429,
     "m": 1.0
    },
    {
     "p": 0.038858573883771896,
     "m": 1.0
    },
    {
     "p": 0.08356171101331711,
     "m": 0.9643791913986206
    },
    {
     "p": 0.03812841698527336,
     "m": 0.6305262446403503
    },
    {
     "p": 0.04331131651997566,
     "m": 0.929209291934967
    },
    {
     "p": 0.04363499954342842,
     "m": 0.9946619868278503
    },
    {
     "p": 0.0560375452041626,
     "m": 0.9386895298957825
    },
    {
     "p": 0.051159314811229706,
     "m": 0.9976691603660583
    },
    {
     "p": 0.05478588119149208,
     "m": 0.8909271955490112
    },
    {
     "p": 0.05110614001750946,
     "m": 0.7911115288734436
    },
    {
     "p": 0.050470270216464996,
     "m": 1.0
    },
    {
     "p": 0.05021478235721588,
     "m": 1.0
    },
    {
     "p": 0.040090832859277725,
     "m": 1.0
    },
    {
     "p": 0.07874096184968948,
     "m": 0.9654377102851868
    },
    {
     "p": 0.08340898156166077,
     "m": 1.0
    },
    {
     "p": 0.05041738972067833,
     "m": 0.8811526894569397
    },
    {
     "p": 0.07038209587335587,
     "m": 0.6957483887672424
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.6565321087837219,
   "val_loss": 0.8117486238479614,
   "acc": 72.02,
   "time": 159.65611437299958,
   "param": [
    {
     "p": 0.047666244208812714,
     "m": 1.0
    },
    {
     "p": 0.03581716865301132,
     "m": 1.0
    },
    {
     "p": 0.07263318449258804,
     "m": 1.0
    },
    {
     "p": 0.03649505600333214,
     "m": 0.8514924049377441
    },
    {
     "p": 0.05545845255255699,
     "m": 0.5057371854782104
    },
    {
     "p": 0.028275709599256516,
     "m": 0.8083486557006836
    },
    {
     "p": 0.06767842918634415,
     "m": 0.9676189422607422
    },
    {
     "p": 0.06280825287103653,
     "m": 0.9835246205329895
    },
    {
     "p": 0.03944221884012222,
     "m": 0.9959149956703186
    },
    {
     "p": 0.054677434265613556,
     "m": 0.8529653549194336
    },
    {
     "p": 0.06844685971736908,
     "m": 0.8719149231910706
    },
    {
     "p": 0.07277204096317291,
     "m": 1.0
    },
    {
     "p": 0.07919666171073914,
     "m": 1.0
    },
    {
     "p": 0.04340432584285736,
     "m": 1.0
    },
    {
     "p": 0.06734103709459305,
     "m": 0.9852973818778992
    },
    {
     "p": 0.048019662499427795,
     "m": 1.0
    },
    {
     "p": 0.06292962282896042,
     "m": 0.8285898566246033
    },
    {
     "p": 0.056937675923109055,
     "m": 0.921963095664978
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.5840680003166199,
   "val_loss": 0.9297235012054443,
   "acc": 71.67,
   "time": 156.78498420899996,
   "param": [
    {
     "p": 0.05587133765220642,
     "m": 1.0
    },
    {
     "p": 0.04096343368291855,
     "m": 1.0
    },
    {
     "p": 0.05539129674434662,
     "m": 1.0
    },
    {
     "p": 0.025407183915376663,
     "m": 0.7283822298049927
    },
    {
     "p": 0.06149226799607277,
     "m": 0.3896561861038208
    },
    {
     "p": 0.061517778784036636,
     "m": 0.8173236846923828
    },
    {
     "p": 0.052840594202280045,
     "m": 0.9305267333984375
    },
    {
     "p": 0.0753406435251236,
     "m": 1.0
    },
    {
     "p": 0.048780545592308044,
     "m": 1.0
    },
    {
     "p": 0.07179489731788635,
     "m": 0.9177752733230591
    },
    {
     "p": 0.05286360904574394,
     "m": 0.8909885287284851
    },
    {
     "p": 0.032321490347385406,
     "m": 0.9983025193214417
    },
    {
     "p": 0.08021286875009537,
     "m": 1.0
    },
    {
     "p": 0.039272718131542206,
     "m": 1.0
    },
    {
     "p": 0.06942759454250336,
     "m": 0.9419171214103699
    },
    {
     "p": 0.07102750986814499,
     "m": 0.9857074022293091
    },
    {
     "p": 0.05484146997332573,
     "m": 0.796428918838501
    },
    {
     "p": 0.05063287168741226,
     "m": 0.895822286605835
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.6880995035171509,
   "val_loss": 0.7639340758323669,
   "acc": 72.23,
   "time": 157.46857372100203,
   "param": [
    {
     "p": 0.07847656309604645,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06607524305582047,
     "m": 1.0
    },
    {
     "p": 0.05258722975850105,
     "m": 0.8063242435455322
    },
    {
     "p": 0.03702261298894882,
     "m": 0.3116082549095154
    },
    {
     "p": 0.058642853051424026,
     "m": 0.7583999037742615
    },
    {
     "p": 0.06037171557545662,
     "m": 0.9335746169090271
    },
    {
     "p": 0.04974464699625969,
     "m": 0.9657989740371704
    },
    {
     "p": 0.08854860067367554,
     "m": 1.0
    },
    {
     "p": 0.045164138078689575,
     "m": 0.9769550561904907
    },
    {
     "p": 0.07666689902544022,
     "m": 1.0
    },
    {
     "p": 0.06353791058063507,
     "m": 0.9920274019241333
    },
    {
     "p": 0.05871128290891647,
     "m": 1.0
    },
    {
     "p": 0.05846300721168518,
     "m": 1.0
    },
    {
     "p": 0.03455302491784096,
     "m": 0.934836745262146
    },
    {
     "p": 0.05090727284550667,
     "m": 1.0
    },
    {
     "p": 0.04522014781832695,
     "m": 0.8825468420982361
    },
    {
     "p": 0.07530687749385834,
     "m": 0.8732680082321167
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.8608540296554565,
   "val_loss": 0.7313351035118103,
   "acc": 71.94,
   "time": 160.14187713399951,
   "param": [
    {
     "p": 0.053818196058273315,
     "m": 1.0
    },
    {
     "p": 0.03714355081319809,
     "m": 1.0
    },
    {
     "p": 0.08723542094230652,
     "m": 1.0
    },
    {
     "p": 0.05609194561839104,
     "m": 0.7709373235702515
    },
    {
     "p": 0.05803294479846954,
     "m": 0.23661962151527405
    },
    {
     "p": 0.04913461208343506,
     "m": 0.7475904822349548
    },
    {
     "p": 0.06275542080402374,
     "m": 0.9371744394302368
    },
    {
     "p": 0.04887674003839493,
     "m": 0.8951345086097717
    },
    {
     "p": 0.04405168816447258,
     "m": 0.9676638841629028
    },
    {
     "p": 0.05975580960512161,
     "m": 0.9797712564468384
    },
    {
     "p": 0.06817501038312912,
     "m": 0.9411319494247437
    },
    {
     "p": 0.04477010667324066,
     "m": 0.999959409236908
    },
    {
     "p": 0.05649764463305473,
     "m": 1.0
    },
    {
     "p": 0.04429889842867851,
     "m": 1.0
    },
    {
     "p": 0.06188255548477173,
     "m": 1.0
    },
    {
     "p": 0.06084638088941574,
     "m": 1.0
    },
    {
     "p": 0.058621034026145935,
     "m": 0.9037434458732605
    },
    {
     "p": 0.04801204055547714,
     "m": 0.8106808662414551
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.6724668741226196,
   "val_loss": 0.8395564556121826,
   "acc": 71.6,
   "time": 140.93822930199894,
   "param": [
    {
     "p": 0.07659604400396347,
     "m": 1.0
    },
    {
     "p": 0.033442772924900055,
     "m": 1.0
    },
    {
     "p": 0.07188974320888519,
     "m": 1.0
    },
    {
     "p": 0.06142544746398926,
     "m": 0.8694270253181458
    },
    {
     "p": 0.06023012474179268,
     "m": 0.31554168462753296
    },
    {
     "p": 0.0676284208893776,
     "m": 0.6481608152389526
    },
    {
     "p": 0.03523731604218483,
     "m": 0.8661288619041443
    },
    {
     "p": 0.03646507114171982,
     "m": 0.9539329409599304
    },
    {
     "p": 0.04749869182705879,
     "m": 0.9891757965087891
    },
    {
     "p": 0.06934507191181183,
     "m": 1.0
    },
    {
     "p": 0.04084903001785278,
     "m": 0.9551990032196045
    },
    {
     "p": 0.060182735323905945,
     "m": 1.0
    },
    {
     "p": 0.03855697810649872,
     "m": 1.0
    },
    {
     "p": 0.06262240558862686,
     "m": 1.0
    },
    {
     "p": 0.07107806205749512,
     "m": 0.9682677984237671
    },
    {
     "p": 0.06552862375974655,
     "m": 1.0
    },
    {
     "p": 0.06235082820057869,
     "m": 0.8787637948989868
    },
    {
     "p": 0.0390726700425148,
     "m": 0.8149058222770691
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.7405215501785278,
   "val_loss": 0.9298864603042603,
   "acc": 72.03,
   "time": 148.9391412570003,
   "param": [
    {
     "p": 0.07668403536081314,
     "m": 1.0
    },
    {
     "p": 0.053436022251844406,
     "m": 1.0
    },
    {
     "p": 0.06003963202238083,
     "m": 1.0
    },
    {
     "p": 0.047812432050704956,
     "m": 0.8335942625999451
    },
    {
     "p": 0.057541050016880035,
     "m": 0.36418163776397705
    },
    {
     "p": 0.05828293412923813,
     "m": 0.7859372496604919
    },
    {
     "p": 0.06515977531671524,
     "m": 0.8812726140022278
    },
    {
     "p": 0.06820656359195709,
     "m": 0.85914146900177
    },
    {
     "p": 0.05092315748333931,
     "m": 0.9979094862937927
    },
    {
     "p": 0.0499965101480484,
     "m": 0.8730179071426392
    },
    {
     "p": 0.0492049977183342,
     "m": 1.0
    },
    {
     "p": 0.049050223082304,
     "m": 1.0
    },
    {
     "p": 0.03370219096541405,
     "m": 1.0
    },
    {
     "p": 0.05295446887612343,
     "m": 1.0
    },
    {
     "p": 0.04137153550982475,
     "m": 0.9814870953559875
    },
    {
     "p": 0.06158886477351189,
     "m": 1.0
    },
    {
     "p": 0.06790230423212051,
     "m": 0.9396790862083435
    },
    {
     "p": 0.05614333599805832,
     "m": 0.8752970695495605
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.6278438568115234,
   "val_loss": 0.9004899859428406,
   "acc": 71.77,
   "time": 165.52754802100026,
   "param": [
    {
     "p": 0.07338272035121918,
     "m": 1.0
    },
    {
     "p": 0.041107408702373505,
     "m": 1.0
    },
    {
     "p": 0.076768659055233,
     "m": 1.0
    },
    {
     "p": 0.06979541480541229,
     "m": 0.7822815775871277
    },
    {
     "p": 0.04091223329305649,
     "m": 0.25826916098594666
    },
    {
     "p": 0.041236765682697296,
     "m": 0.7307343482971191
    },
    {
     "p": 0.055682625621557236,
     "m": 0.8667009472846985
    },
    {
     "p": 0.0571574904024601,
     "m": 0.7338572144508362
    },
    {
     "p": 0.07423552870750427,
     "m": 0.9514148831367493
    },
    {
     "p": 0.038084305822849274,
     "m": 0.9194966554641724
    },
    {
     "p": 0.05958119407296181,
     "m": 0.9992940425872803
    },
    {
     "p": 0.04481332749128342,
     "m": 1.0
    },
    {
     "p": 0.0613643117249012,
     "m": 1.0
    },
    {
     "p": 0.046107061207294464,
     "m": 1.0
    },
    {
     "p": 0.04470464587211609,
     "m": 0.9294721484184265
    },
    {
     "p": 0.08806754648685455,
     "m": 1.0
    },
    {
     "p": 0.03823480010032654,
     "m": 0.8735761642456055
    },
    {
     "p": 0.048763927072286606,
     "m": 0.8200827240943909
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.5790828466415405,
   "val_loss": 0.9217483401298523,
   "acc": 72.49,
   "time": 151.4632422759969,
   "param": [
    {
     "p": 0.03231550753116608,
     "m": 1.0
    },
    {
     "p": 0.03752018138766289,
     "m": 1.0
    },
    {
     "p": 0.052339453250169754,
     "m": 1.0
    },
    {
     "p": 0.05888831615447998,
     "m": 0.7356892228126526
    },
    {
     "p": 0.042024604976177216,
     "m": 0.32074087858200073
    },
    {
     "p": 0.05357484892010689,
     "m": 0.6709449291229248
    },
    {
     "p": 0.05711895599961281,
     "m": 0.9130985736846924
    },
    {
     "p": 0.06360220909118652,
     "m": 0.6898924708366394
    },
    {
     "p": 0.076143279671669,
     "m": 0.9204947352409363
    },
    {
     "p": 0.0436357818543911,
     "m": 1.0
    },
    {
     "p": 0.060288410633802414,
     "m": 0.9998481869697571
    },
    {
     "p": 0.06865844875574112,
     "m": 0.9191257953643799
    },
    {
     "p": 0.05684389919042587,
     "m": 1.0
    },
    {
     "p": 0.05968647077679634,
     "m": 1.0
    },
    {
     "p": 0.053733646869659424,
     "m": 0.9050272107124329
    },
    {
     "p": 0.06339523941278458,
     "m": 0.9983457326889038
    },
    {
     "p": 0.051346465945243835,
     "m": 0.7966066598892212
    },
    {
     "p": 0.06888432055711746,
     "m": 0.8442815542221069
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.5930615663528442,
   "val_loss": 0.9065600037574768,
   "acc": 72.07,
   "time": 142.53045148100136,
   "param": [
    {
     "p": 0.05597415566444397,
     "m": 1.0
    },
    {
     "p": 0.04407201334834099,
     "m": 1.0
    },
    {
     "p": 0.07488220930099487,
     "m": 1.0
    },
    {
     "p": 0.038861703127622604,
     "m": 0.7073500752449036
    },
    {
     "p": 0.055784378200769424,
     "m": 0.3097168207168579
    },
    {
     "p": 0.049427855759859085,
     "m": 0.7722651362419128
    },
    {
     "p": 0.04361595958471298,
     "m": 0.9259933233261108
    },
    {
     "p": 0.06465635448694229,
     "m": 0.7061274647712708
    },
    {
     "p": 0.05782404541969299,
     "m": 0.7616243958473206
    },
    {
     "p": 0.04215511679649353,
     "m": 1.0
    },
    {
     "p": 0.053001366555690765,
     "m": 0.9605625867843628
    },
    {
     "p": 0.06929119676351547,
     "m": 1.0
    },
    {
     "p": 0.06524228304624557,
     "m": 1.0
    },
    {
     "p": 0.0608300156891346,
     "m": 1.0
    },
    {
     "p": 0.042035993188619614,
     "m": 0.8626853227615356
    },
    {
     "p": 0.07457392662763596,
     "m": 1.0
    },
    {
     "p": 0.04974886775016785,
     "m": 0.702751100063324
    },
    {
     "p": 0.058022528886795044,
     "m": 0.9481253623962402
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.7256132364273071,
   "val_loss": 0.832247793674469,
   "acc": 71.93,
   "time": 157.16622632299914,
   "param": [
    {
     "p": 0.08225750923156738,
     "m": 1.0
    },
    {
     "p": 0.05229417234659195,
     "m": 1.0
    },
    {
     "p": 0.0634031891822815,
     "m": 1.0
    },
    {
     "p": 0.05355114862322807,
     "m": 0.7337700724601746
    },
    {
     "p": 0.054919421672821045,
     "m": 0.27947890758514404
    },
    {
     "p": 0.06782539188861847,
     "m": 0.7513802647590637
    },
    {
     "p": 0.07101382315158844,
     "m": 0.9621594548225403
    },
    {
     "p": 0.05049018934369087,
     "m": 0.7417227029800415
    },
    {
     "p": 0.06193806976079941,
     "m": 0.8660852909088135
    },
    {
     "p": 0.05884536728262901,
     "m": 0.8449444770812988
    },
    {
     "p": 0.03729209303855896,
     "m": 0.9825387597084045
    },
    {
     "p": 0.055050078779459,
     "m": 0.9659141302108765
    },
    {
     "p": 0.06715577840805054,
     "m": 1.0
    },
    {
     "p": 0.023871829733252525,
     "m": 1.0
    },
    {
     "p": 0.04301918298006058,
     "m": 0.9791056513786316
    },
    {
     "p": 0.06446978449821472,
     "m": 1.0
    },
    {
     "p": 0.021257689222693443,
     "m": 0.7314104437828064
    },
    {
     "p": 0.07134516537189484,
     "m": 0.9044308662414551
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.7815293669700623,
   "val_loss": 0.826791524887085,
   "acc": 70.65,
   "time": 141.401841212999,
   "param": [
    {
     "p": 0.08335307240486145,
     "m": 1.0
    },
    {
     "p": 0.035514190793037415,
     "m": 1.0
    },
    {
     "p": 0.05951104313135147,
     "m": 1.0
    },
    {
     "p": 0.06369509547948837,
     "m": 0.6261193752288818
    },
    {
     "p": 0.06654039770364761,
     "m": 0.060099005699157715
    },
    {
     "p": 0.05612810701131821,
     "m": 0.7073600888252258
    },
    {
     "p": 0.031074821949005127,
     "m": 1.0
    },
    {
     "p": 0.06468109786510468,
     "m": 0.7833899259567261
    },
    {
     "p": 0.046738188713788986,
     "m": 0.8326235413551331
    },
    {
     "p": 0.042831577360630035,
     "m": 0.8292726874351501
    },
    {
     "p": 0.08906540274620056,
     "m": 0.9782525897026062
    },
    {
     "p": 0.0674029067158699,
     "m": 1.0
    },
    {
     "p": 0.075455442070961,
     "m": 1.0
    },
    {
     "p": 0.04964166134595871,
     "m": 1.0
    },
    {
     "p": 0.05857612192630768,
     "m": 1.0
    },
    {
     "p": 0.05478546395897865,
     "m": 1.0
    },
    {
     "p": 0.03386569023132324,
     "m": 0.7580171227455139
    },
    {
     "p": 0.021139735355973244,
     "m": 0.815040647983551
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.6515768766403198,
   "val_loss": 0.8090725541114807,
   "acc": 72.0,
   "time": 142.82279618399843,
   "param": [
    {
     "p": 0.05440915375947952,
     "m": 1.0
    },
    {
     "p": 0.00339334923774004,
     "m": 1.0
    },
    {
     "p": 0.0591852068901062,
     "m": 1.0
    },
    {
     "p": 0.0387737900018692,
     "m": 0.6629736423492432
    },
    {
     "p": 0.0947289988398552,
     "m": 0.14369480311870575
    },
    {
     "p": 0.07913180440664291,
     "m": 0.6339791417121887
    },
    {
     "p": 0.06091369688510895,
     "m": 0.9951532483100891
    },
    {
     "p": 0.04213552549481392,
     "m": 0.825615406036377
    },
    {
     "p": 0.08386313170194626,
     "m": 0.7719133496284485
    },
    {
     "p": 0.06409484148025513,
     "m": 0.9278050065040588
    },
    {
     "p": 0.05596243217587471,
     "m": 0.7738884687423706
    },
    {
     "p": 0.04340191185474396,
     "m": 0.9924291372299194
    },
    {
     "p": 0.0492367185652256,
     "m": 1.0
    },
    {
     "p": 0.06719963997602463,
     "m": 1.0
    },
    {
     "p": 0.058660224080085754,
     "m": 0.810038149356842
    },
    {
     "p": 0.06337030977010727,
     "m": 0.9644982218742371
    },
    {
     "p": 0.052518781274557114,
     "m": 0.7568826079368591
    },
    {
     "p": 0.029020458459854126,
     "m": 0.8268529772758484
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.7763547897338867,
   "val_loss": 0.8960997462272644,
   "acc": 72.01,
   "time": 151.41869964899888,
   "param": [
    {
     "p": 0.04755863547325134,
     "m": 1.0
    },
    {
     "p": 0.04956173896789551,
     "m": 1.0
    },
    {
     "p": 0.060878731310367584,
     "m": 1.0
    },
    {
     "p": 0.04762328043580055,
     "m": 0.6792536377906799
    },
    {
     "p": 0.049223627895116806,
     "m": 0.2493533492088318
    },
    {
     "p": 0.06511396169662476,
     "m": 0.5772168040275574
    },
    {
     "p": 0.06516306102275848,
     "m": 0.9825848340988159
    },
    {
     "p": 0.02808494120836258,
     "m": 0.7611765265464783
    },
    {
     "p": 0.04614005610346794,
     "m": 0.9207671880722046
    },
    {
     "p": 0.05920460820198059,
     "m": 0.9960734248161316
    },
    {
     "p": 0.06055307015776634,
     "m": 0.8069526553153992
    },
    {
     "p": 0.07130247354507446,
     "m": 0.9933228492736816
    },
    {
     "p": 0.055676382035017014,
     "m": 1.0
    },
    {
     "p": 0.05596773698925972,
     "m": 1.0
    },
    {
     "p": 0.04168915003538132,
     "m": 0.8334496021270752
    },
    {
     "p": 0.10402288287878036,
     "m": 1.0
    },
    {
     "p": 0.043159276247024536,
     "m": 0.6261965036392212
    },
    {
     "p": 0.049076251685619354,
     "m": 0.8790225982666016
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.6183903217315674,
   "val_loss": 0.9167903065681458,
   "acc": 71.94,
   "time": 139.98680240400063,
   "param": [
    {
     "p": 0.05686572566628456,
     "m": 1.0
    },
    {
     "p": 0.06766973435878754,
     "m": 1.0
    },
    {
     "p": 0.058893896639347076,
     "m": 1.0
    },
    {
     "p": 0.048138577491045,
     "m": 0.6179306507110596
    },
    {
     "p": 0.05718110501766205,
     "m": 0.32222241163253784
    },
    {
     "p": 0.052612267434597015,
     "m": 0.6596513986587524
    },
    {
     "p": 0.06409552693367004,
     "m": 0.9874101281166077
    },
    {
     "p": 0.02732544206082821,
     "m": 0.7861648797988892
    },
    {
     "p": 0.03152765333652496,
     "m": 0.9939846992492676
    },
    {
     "p": 0.0866338312625885,
     "m": 0.9022311568260193
    },
    {
     "p": 0.04732177406549454,
     "m": 0.8725410103797913
    },
    {
     "p": 0.05104583874344826,
     "m": 1.0
    },
    {
     "p": 0.07982250303030014,
     "m": 1.0
    },
    {
     "p": 0.06522103399038315,
     "m": 1.0
    },
    {
     "p": 0.053412776440382004,
     "m": 0.8593857884407043
    },
    {
     "p": 0.05597132444381714,
     "m": 0.9909995198249817
    },
    {
     "p": 0.0450519435107708,
     "m": 0.7126624584197998
    },
    {
     "p": 0.05120900645852089,
     "m": 0.8422211408615112
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.7110598683357239,
   "val_loss": 0.8780862092971802,
   "acc": 71.86,
   "time": 158.86415192399727,
   "param": [
    {
     "p": 0.06709747761487961,
     "m": 1.0
    },
    {
     "p": 0.04778052866458893,
     "m": 1.0
    },
    {
     "p": 0.04982606694102287,
     "m": 1.0
    },
    {
     "p": 0.04706277325749397,
     "m": 0.6564367413520813
    },
    {
     "p": 0.06108080595731735,
     "m": 0.35915660858154297
    },
    {
     "p": 0.05343849956989288,
     "m": 0.7299491167068481
    },
    {
     "p": 0.0432528480887413,
     "m": 0.972862958908081
    },
    {
     "p": 0.047995246946811676,
     "m": 0.7498171329498291
    },
    {
     "p": 0.0703689232468605,
     "m": 0.9641315937042236
    },
    {
     "p": 0.05888496711850166,
     "m": 0.8906527161598206
    },
    {
     "p": 0.07939160615205765,
     "m": 0.9432922601699829
    },
    {
     "p": 0.06130378320813179,
     "m": 1.0
    },
    {
     "p": 0.0540120005607605,
     "m": 1.0
    },
    {
     "p": 0.04916694387793541,
     "m": 1.0
    },
    {
     "p": 0.048879411071538925,
     "m": 0.876835823059082
    },
    {
     "p": 0.06911901384592056,
     "m": 0.9968737959861755
    },
    {
     "p": 0.03567890077829361,
     "m": 0.8390440344810486
    },
    {
     "p": 0.0556601881980896,
     "m": 0.9387897849082947
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.723928689956665,
   "val_loss": 0.8943827152252197,
   "acc": 71.88,
   "time": 155.85194948700155,
   "param": [
    {
     "p": 0.061140820384025574,
     "m": 1.0
    },
    {
     "p": 0.030975237488746643,
     "m": 1.0
    },
    {
     "p": 0.08607217669487,
     "m": 1.0
    },
    {
     "p": 0.05867304280400276,
     "m": 0.7098243236541748
    },
    {
     "p": 0.05373316630721092,
     "m": 0.32011428475379944
    },
    {
     "p": 0.06532396376132965,
     "m": 0.8043342232704163
    },
    {
     "p": 0.04287147894501686,
     "m": 0.8706066012382507
    },
    {
     "p": 0.0682610496878624,
     "m": 0.8585976362228394
    },
    {
     "p": 0.0733514130115509,
     "m": 0.9341777563095093
    },
    {
     "p": 0.06617701798677444,
     "m": 0.9957549571990967
    },
    {
     "p": 0.04139029607176781,
     "m": 0.9990680813789368
    },
    {
     "p": 0.053827062249183655,
     "m": 1.0
    },
    {
     "p": 0.05161971598863602,
     "m": 1.0
    },
    {
     "p": 0.058172084391117096,
     "m": 1.0
    },
    {
     "p": 0.0652061477303505,
     "m": 0.9888333678245544
    },
    {
     "p": 0.044288285076618195,
     "m": 1.0
    },
    {
     "p": 0.04868733510375023,
     "m": 0.7976199388504028
    },
    {
     "p": 0.030229764059185982,
     "m": 0.9234921336174011
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.6425383687019348,
   "val_loss": 0.8113265037536621,
   "acc": 72.02,
   "time": 159.35139772299954,
   "param": [
    {
     "p": 0.0684828981757164,
     "m": 1.0
    },
    {
     "p": 0.011754470877349377,
     "m": 1.0
    },
    {
     "p": 0.05528250336647034,
     "m": 1.0
    },
    {
     "p": 0.06375285238027573,
     "m": 0.7827590107917786
    },
    {
     "p": 0.050905704498291016,
     "m": 0.33289769291877747
    },
    {
     "p": 0.07664088159799576,
     "m": 0.7866011261940002
    },
    {
     "p": 0.03389548510313034,
     "m": 0.8119057416915894
    },
    {
     "p": 0.02724830061197281,
     "m": 0.9476833343505859
    },
    {
     "p": 0.07438864558935165,
     "m": 0.988477885723114
    },
    {
     "p": 0.057901665568351746,
     "m": 0.8872689008712769
    },
    {
     "p": 0.0674753487110138,
     "m": 0.9640913605690002
    },
    {
     "p": 0.06295157968997955,
     "m": 0.998993456363678
    },
    {
     "p": 0.07284053415060043,
     "m": 1.0
    },
    {
     "p": 0.048822175711393356,
     "m": 1.0
    },
    {
     "p": 0.07014048844575882,
     "m": 0.9407301545143127
    },
    {
     "p": 0.053101230412721634,
     "m": 1.0
    },
    {
     "p": 0.06422523409128189,
     "m": 0.8762800097465515
    },
    {
     "p": 0.0401899553835392,
     "m": 0.8936002850532532
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.8234357237815857,
   "val_loss": 0.7573226690292358,
   "acc": 71.8,
   "time": 153.27383017000102,
   "param": [
    {
     "p": 0.05000009387731552,
     "m": 1.0
    },
    {
     "p": 0.0572589710354805,
     "m": 1.0
    },
    {
     "p": 0.06538111716508865,
     "m": 1.0
    },
    {
     "p": 0.06477077305316925,
     "m": 0.840234637260437
    },
    {
     "p": 0.06274604797363281,
     "m": 0.16973000764846802
    },
    {
     "p": 0.05133499577641487,
     "m": 0.701884388923645
    },
    {
     "p": 0.052531540393829346,
     "m": 0.7629517912864685
    },
    {
     "p": 0.048646461218595505,
     "m": 0.8320121765136719
    },
    {
     "p": 0.06160890683531761,
     "m": 0.9725142121315002
    },
    {
     "p": 0.04998663440346718,
     "m": 0.96512371301651
    },
    {
     "p": 0.05560684576630592,
     "m": 1.0
    },
    {
     "p": 0.06283935904502869,
     "m": 0.9808405637741089
    },
    {
     "p": 0.06732445955276489,
     "m": 1.0
    },
    {
     "p": 0.06555338203907013,
     "m": 1.0
    },
    {
     "p": 0.03387950360774994,
     "m": 0.8668479919433594
    },
    {
     "p": 0.03179957717657089,
     "m": 0.9717548489570618
    },
    {
     "p": 0.06300859153270721,
     "m": 0.9101881384849548
    },
    {
     "p": 0.055722806602716446,
     "m": 0.9600528478622437
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.6100223660469055,
   "val_loss": 0.9812077879905701,
   "acc": 71.89,
   "time": 142.16732727000272,
   "param": [
    {
     "p": 0.05048451945185661,
     "m": 1.0
    },
    {
     "p": 0.016901858150959015,
     "m": 1.0
    },
    {
     "p": 0.07669316232204437,
     "m": 1.0
    },
    {
     "p": 0.03334802761673927,
     "m": 0.9257587194442749
    },
    {
     "p": 0.06483963876962662,
     "m": 0.1370166838169098
    },
    {
     "p": 0.0400930717587471,
     "m": 0.7627133131027222
    },
    {
     "p": 0.03265606239438057,
     "m": 0.8086407780647278
    },
    {
     "p": 0.035744987428188324,
     "m": 0.6785726547241211
    },
    {
     "p": 0.057707447558641434,
     "m": 0.9855509400367737
    },
    {
     "p": 0.07891637831926346,
     "m": 0.9956238865852356
    },
    {
     "p": 0.04814298450946808,
     "m": 0.9885512590408325
    },
    {
     "p": 0.06485076993703842,
     "m": 1.0
    },
    {
     "p": 0.09241661429405212,
     "m": 1.0
    },
    {
     "p": 0.0767681747674942,
     "m": 1.0
    },
    {
     "p": 0.06633790582418442,
     "m": 0.881894588470459
    },
    {
     "p": 0.08008138090372086,
     "m": 0.998153030872345
    },
    {
     "p": 0.0401705801486969,
     "m": 0.9686254262924194
    },
    {
     "p": 0.04384637251496315,
     "m": 0.9197080135345459
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.6487492322921753,
   "val_loss": 0.9887093305587769,
   "acc": 71.65,
   "time": 156.04043756700048,
   "param": [
    {
     "p": 0.04861454665660858,
     "m": 1.0
    },
    {
     "p": 0.042267072945833206,
     "m": 1.0
    },
    {
     "p": 0.05423881486058235,
     "m": 1.0
    },
    {
     "p": 0.07374884188175201,
     "m": 0.9865684509277344
    },
    {
     "p": 0.038792166858911514,
     "m": 0.16403117775917053
    },
    {
     "p": 0.037945497781038284,
     "m": 0.7925020456314087
    },
    {
     "p": 0.028206026181578636,
     "m": 0.7239295244216919
    },
    {
     "p": 0.05865542218089104,
     "m": 0.7392093539237976
    },
    {
     "p": 0.059842560440301895,
     "m": 0.995903730392456
    },
    {
     "p": 0.03374441713094711,
     "m": 0.9920544028282166
    },
    {
     "p": 0.08038777112960815,
     "m": 0.9957588911056519
    },
    {
     "p": 0.06340101361274719,
     "m": 1.0
    },
    {
     "p": 0.0787893682718277,
     "m": 1.0
    },
    {
     "p": 0.061905328184366226,
     "m": 1.0
    },
    {
     "p": 0.07415614277124405,
     "m": 1.0
    },
    {
     "p": 0.050506122410297394,
     "m": 1.0
    },
    {
     "p": 0.06062636151909828,
     "m": 0.9054303169250488
    },
    {
     "p": 0.054172582924366,
     "m": 0.9555191397666931
    }
   ]
  }
 ]
}