{
 "Accuracy": 73.29,
 "Time": [
  96.38711671664379,
  7.524342855115997
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.281196355819702,
   "val_loss": 2.2590792179107666,
   "acc": 17.68,
   "time": 92.50844307197258,
   "param": [
    {
     "p": 0.08537081629037857,
     "m": 1.0
    },
    {
     "p": 0.053455132991075516,
     "m": 1.0
    },
    {
     "p": 0.07397639006376266,
     "m": 1.0
    },
    {
     "p": 0.07531847804784775,
     "m": 1.0
    },
    {
     "p": 0.06834564357995987,
     "m": 1.0
    },
    {
     "p": 0.06557584553956985,
     "m": 1.0
    },
    {
     "p": 0.08323559165000916,
     "m": 1.0
    },
    {
     "p": 0.08507175743579865,
     "m": 1.0
    },
    {
     "p": 0.06864644587039948,
     "m": 1.0
    },
    {
     "p": 0.0853031799197197,
     "m": 1.0
    },
    {
     "p": 0.09535376727581024,
     "m": 1.0
    },
    {
     "p": 0.0645386129617691,
     "m": 1.0
    },
    {
     "p": 0.06062757968902588,
     "m": 1.0
    },
    {
     "p": 0.03518082574009895,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.1457455158233643,
   "val_loss": 2.0635766983032227,
   "acc": 26.61,
   "time": 105.38591611408629,
   "param": [
    {
     "p": 0.07007507234811783,
     "m": 1.0
    },
    {
     "p": 0.05245722830295563,
     "m": 1.0
    },
    {
     "p": 0.06613857299089432,
     "m": 1.0
    },
    {
     "p": 0.10068485885858536,
     "m": 1.0
    },
    {
     "p": 0.06226268783211708,
     "m": 1.0
    },
    {
     "p": 0.07440636307001114,
     "m": 1.0
    },
    {
     "p": 0.06874076277017593,
     "m": 1.0
    },
    {
     "p": 0.08516066521406174,
     "m": 1.0
    },
    {
     "p": 0.0646076425909996,
     "m": 1.0
    },
    {
     "p": 0.06868390738964081,
     "m": 1.0
    },
    {
     "p": 0.09125911444425583,
     "m": 1.0
    },
    {
     "p": 0.0652618333697319,
     "m": 1.0
    },
    {
     "p": 0.07976120710372925,
     "m": 1.0
    },
    {
     "p": 0.05050014331936836,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.0383784770965576,
   "val_loss": 1.9422334432601929,
   "acc": 30.72,
   "time": 98.14898427994922,
   "param": [
    {
     "p": 0.07834183424711227,
     "m": 1.0
    },
    {
     "p": 0.08846474438905716,
     "m": 1.0
    },
    {
     "p": 0.08259084075689316,
     "m": 1.0
    },
    {
     "p": 0.055741749703884125,
     "m": 1.0
    },
    {
     "p": 0.05282659828662872,
     "m": 1.0
    },
    {
     "p": 0.08421797305345535,
     "m": 1.0
    },
    {
     "p": 0.10390565544366837,
     "m": 1.0
    },
    {
     "p": 0.0904986560344696,
     "m": 1.0
    },
    {
     "p": 0.04582550749182701,
     "m": 1.0
    },
    {
     "p": 0.06174237281084061,
     "m": 1.0
    },
    {
     "p": 0.08158262819051743,
     "m": 1.0
    },
    {
     "p": 0.08104541897773743,
     "m": 1.0
    },
    {
     "p": 0.0746057778596878,
     "m": 1.0
    },
    {
     "p": 0.01861019805073738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.027771472930908,
   "val_loss": 1.881533145904541,
   "acc": 34.94,
   "time": 91.4120749339927,
   "param": [
    {
     "p": 0.0654665157198906,
     "m": 1.0
    },
    {
     "p": 0.04424898326396942,
     "m": 1.0
    },
    {
     "p": 0.07719375193119049,
     "m": 1.0
    },
    {
     "p": 0.06261592358350754,
     "m": 1.0
    },
    {
     "p": 0.02662462741136551,
     "m": 1.0
    },
    {
     "p": 0.07631128281354904,
     "m": 1.0
    },
    {
     "p": 0.09607791155576706,
     "m": 1.0
    },
    {
     "p": 0.06391337513923645,
     "m": 1.0
    },
    {
     "p": 0.048225536942481995,
     "m": 1.0
    },
    {
     "p": 0.11724162101745605,
     "m": 1.0
    },
    {
     "p": 0.09112928807735443,
     "m": 1.0
    },
    {
     "p": 0.10993339121341705,
     "m": 1.0
    },
    {
     "p": 0.07455235719680786,
     "m": 1.0
    },
    {
     "p": 0.046465352177619934,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.9063780307769775,
   "val_loss": 1.6990623474121094,
   "acc": 39.53,
   "time": 91.93552316911519,
   "param": [
    {
     "p": 0.10761039704084396,
     "m": 1.0
    },
    {
     "p": 0.028070809319615364,
     "m": 1.0
    },
    {
     "p": 0.07669616490602493,
     "m": 1.0
    },
    {
     "p": 0.04037699103355408,
     "m": 1.0
    },
    {
     "p": 0.01623637229204178,
     "m": 1.0
    },
    {
     "p": 0.07747600972652435,
     "m": 1.0
    },
    {
     "p": 0.07204071432352066,
     "m": 1.0
    },
    {
     "p": 0.07876687496900558,
     "m": 1.0
    },
    {
     "p": 0.06952448189258575,
     "m": 1.0
    },
    {
     "p": 0.09991166740655899,
     "m": 1.0
    },
    {
     "p": 0.06693877279758453,
     "m": 1.0
    },
    {
     "p": 0.09590700268745422,
     "m": 1.0
    },
    {
     "p": 0.12006662786006927,
     "m": 1.0
    },
    {
     "p": 0.05037717893719673,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.7930731773376465,
   "val_loss": 1.7099756002426147,
   "acc": 41.06,
   "time": 92.62888507009484,
   "param": [
    {
     "p": 0.08744650334119797,
     "m": 1.0
    },
    {
     "p": 0.0673968568444252,
     "m": 1.0
    },
    {
     "p": 0.06370248645544052,
     "m": 1.0
    },
    {
     "p": 0.06737270206212997,
     "m": 1.0
    },
    {
     "p": 0.009950502775609493,
     "m": 1.0
    },
    {
     "p": 0.08576657623052597,
     "m": 1.0
    },
    {
     "p": 0.09611119329929352,
     "m": 1.0
    },
    {
     "p": 0.07199174165725708,
     "m": 1.0
    },
    {
     "p": 0.055986590683460236,
     "m": 1.0
    },
    {
     "p": 0.10074681788682938,
     "m": 1.0
    },
    {
     "p": 0.0642438605427742,
     "m": 1.0
    },
    {
     "p": 0.07423200458288193,
     "m": 1.0
    },
    {
     "p": 0.10734958201646805,
     "m": 1.0
    },
    {
     "p": 0.04770267382264137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.7293140888214111,
   "val_loss": 1.558214783668518,
   "acc": 42.93,
   "time": 92.69434057292528,
   "param": [
    {
     "p": 0.09232927113771439,
     "m": 1.0
    },
    {
     "p": 0.02955358475446701,
     "m": 1.0
    },
    {
     "p": 0.10254032164812088,
     "m": 1.0
    },
    {
     "p": 0.06597273051738739,
     "m": 1.0
    },
    {
     "p": 0.013220568187534809,
     "m": 1.0
    },
    {
     "p": 0.09103768318891525,
     "m": 1.0
    },
    {
     "p": 0.06744753569364548,
     "m": 1.0
    },
    {
     "p": 0.08626297861337662,
     "m": 1.0
    },
    {
     "p": 0.09291241317987442,
     "m": 1.0
    },
    {
     "p": 0.08677428215742111,
     "m": 1.0
    },
    {
     "p": 0.05840703845024109,
     "m": 1.0
    },
    {
     "p": 0.07653406262397766,
     "m": 1.0
    },
    {
     "p": 0.08958515524864197,
     "m": 1.0
    },
    {
     "p": 0.0474223829805851,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.6735961437225342,
   "val_loss": 1.5932382345199585,
   "acc": 44.81,
   "time": 92.41461971099488,
   "param": [
    {
     "p": 0.06072685867547989,
     "m": 1.0
    },
    {
     "p": 0.05538036674261093,
     "m": 1.0
    },
    {
     "p": 0.07603535801172256,
     "m": 1.0
    },
    {
     "p": 0.09172653406858444,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06779158860445023,
     "m": 1.0
    },
    {
     "p": 0.07081513106822968,
     "m": 1.0
    },
    {
     "p": 0.07557499408721924,
     "m": 1.0
    },
    {
     "p": 0.08067964762449265,
     "m": 1.0
    },
    {
     "p": 0.07997851818799973,
     "m": 1.0
    },
    {
     "p": 0.07231371104717255,
     "m": 1.0
    },
    {
     "p": 0.09046614915132523,
     "m": 1.0
    },
    {
     "p": 0.08841422945261002,
     "m": 1.0
    },
    {
     "p": 0.09009701013565063,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.8333451747894287,
   "val_loss": 1.6816093921661377,
   "acc": 41.07,
   "time": 103.59203005302697,
   "param": [
    {
     "p": 0.07698924094438553,
     "m": 1.0
    },
    {
     "p": 0.03652514889836311,
     "m": 1.0
    },
    {
     "p": 0.08270912617444992,
     "m": 1.0
    },
    {
     "p": 0.06180828809738159,
     "m": 1.0
    },
    {
     "p": 0.007063025608658791,
     "m": 1.0
    },
    {
     "p": 0.09530971199274063,
     "m": 1.0
    },
    {
     "p": 0.06239037588238716,
     "m": 1.0
    },
    {
     "p": 0.05246046558022499,
     "m": 1.0
    },
    {
     "p": 0.08254286646842957,
     "m": 1.0
    },
    {
     "p": 0.08891313523054123,
     "m": 1.0
    },
    {
     "p": 0.08533083647489548,
     "m": 1.0
    },
    {
     "p": 0.10952112078666687,
     "m": 1.0
    },
    {
     "p": 0.09296974539756775,
     "m": 1.0
    },
    {
     "p": 0.06546682864427567,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.695204734802246,
   "val_loss": 1.5928617715835571,
   "acc": 46.63,
   "time": 99.00388703891076,
   "param": [
    {
     "p": 0.08853843808174133,
     "m": 1.0
    },
    {
     "p": 0.04310598969459534,
     "m": 1.0
    },
    {
     "p": 0.10238353908061981,
     "m": 1.0
    },
    {
     "p": 0.06900855153799057,
     "m": 1.0
    },
    {
     "p": 0.029800672084093094,
     "m": 1.0
    },
    {
     "p": 0.057887718081474304,
     "m": 1.0
    },
    {
     "p": 0.08557374775409698,
     "m": 1.0
    },
    {
     "p": 0.07328223437070847,
     "m": 1.0
    },
    {
     "p": 0.08819276094436646,
     "m": 1.0
    },
    {
     "p": 0.061827898025512695,
     "m": 1.0
    },
    {
     "p": 0.048322953283786774,
     "m": 1.0
    },
    {
     "p": 0.07760284841060638,
     "m": 1.0
    },
    {
     "p": 0.10420306026935577,
     "m": 1.0
    },
    {
     "p": 0.07026965171098709,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.912508487701416,
   "val_loss": 1.5789014101028442,
   "acc": 43.59,
   "time": 89.58000605297275,
   "param": [
    {
     "p": 0.054391421377658844,
     "m": 1.0
    },
    {
     "p": 0.03666917234659195,
     "m": 1.0
    },
    {
     "p": 0.13100014626979828,
     "m": 1.0
    },
    {
     "p": 0.04793645069003105,
     "m": 1.0
    },
    {
     "p": 0.014401309192180634,
     "m": 1.0
    },
    {
     "p": 0.10469493269920349,
     "m": 1.0
    },
    {
     "p": 0.02582600526511669,
     "m": 1.0
    },
    {
     "p": 0.12164859473705292,
     "m": 1.0
    },
    {
     "p": 0.04436774551868439,
     "m": 1.0
    },
    {
     "p": 0.08392307162284851,
     "m": 1.0
    },
    {
     "p": 0.0771804228425026,
     "m": 1.0
    },
    {
     "p": 0.06939548999071121,
     "m": 1.0
    },
    {
     "p": 0.09287146478891373,
     "m": 1.0
    },
    {
     "p": 0.09569386392831802,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.7874126434326172,
   "val_loss": 1.5152318477630615,
   "acc": 47.92,
   "time": 91.1943739829585,
   "param": [
    {
     "p": 0.07508120685815811,
     "m": 1.0
    },
    {
     "p": 0.035290781408548355,
     "m": 1.0
    },
    {
     "p": 0.09325617551803589,
     "m": 1.0
    },
    {
     "p": 0.07565102726221085,
     "m": 1.0
    },
    {
     "p": 0.03174236789345741,
     "m": 1.0
    },
    {
     "p": 0.06569625437259674,
     "m": 1.0
    },
    {
     "p": 0.07101807743310928,
     "m": 1.0
    },
    {
     "p": 0.06717083603143692,
     "m": 1.0
    },
    {
     "p": 0.07898566871881485,
     "m": 1.0
    },
    {
     "p": 0.09810200333595276,
     "m": 1.0
    },
    {
     "p": 0.06423566490411758,
     "m": 1.0
    },
    {
     "p": 0.07166638225317001,
     "m": 1.0
    },
    {
     "p": 0.0931851714849472,
     "m": 1.0
    },
    {
     "p": 0.07891831547021866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.73897123336792,
   "val_loss": 1.4794986248016357,
   "acc": 50.55,
   "time": 91.5319738429971,
   "param": [
    {
     "p": 0.0409451462328434,
     "m": 1.0
    },
    {
     "p": 0.04769327491521835,
     "m": 1.0
    },
    {
     "p": 0.07357731461524963,
     "m": 1.0
    },
    {
     "p": 0.06676870584487915,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06114275008440018,
     "m": 1.0
    },
    {
     "p": 0.1198601946234703,
     "m": 1.0
    },
    {
     "p": 0.0775245875120163,
     "m": 1.0
    },
    {
     "p": 0.09340062737464905,
     "m": 1.0
    },
    {
     "p": 0.08581679314374924,
     "m": 1.0
    },
    {
     "p": 0.059205424040555954,
     "m": 1.0
    },
    {
     "p": 0.11879556626081467,
     "m": 1.0
    },
    {
     "p": 0.08498422801494598,
     "m": 1.0
    },
    {
     "p": 0.07028543204069138,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.6326135396957397,
   "val_loss": 1.41046941280365,
   "acc": 49.3,
   "time": 92.69412270700559,
   "param": [
    {
     "p": 0.08141569793224335,
     "m": 1.0
    },
    {
     "p": 0.042284466326236725,
     "m": 1.0
    },
    {
     "p": 0.07699668407440186,
     "m": 1.0
    },
    {
     "p": 0.06403324753046036,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08203457295894623,
     "m": 1.0
    },
    {
     "p": 0.0809859186410904,
     "m": 1.0
    },
    {
     "p": 0.08189977705478668,
     "m": 1.0
    },
    {
     "p": 0.08948419988155365,
     "m": 1.0
    },
    {
     "p": 0.07560774683952332,
     "m": 1.0
    },
    {
     "p": 0.10055999457836151,
     "m": 1.0
    },
    {
     "p": 0.05711717531085014,
     "m": 1.0
    },
    {
     "p": 0.07285921275615692,
     "m": 1.0
    },
    {
     "p": 0.09472133219242096,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.6001638174057007,
   "val_loss": 1.3972327709197998,
   "acc": 49.92,
   "time": 101.52925562905148,
   "param": [
    {
     "p": 0.09556254744529724,
     "m": 1.0
    },
    {
     "p": 0.04948705434799194,
     "m": 1.0
    },
    {
     "p": 0.09524892270565033,
     "m": 1.0
    },
    {
     "p": 0.05960032716393471,
     "m": 1.0
    },
    {
     "p": 0.02141656167805195,
     "m": 1.0
    },
    {
     "p": 0.06061730161309242,
     "m": 1.0
    },
    {
     "p": 0.08104276657104492,
     "m": 1.0
    },
    {
     "p": 0.08014427870512009,
     "m": 1.0
    },
    {
     "p": 0.05663410201668739,
     "m": 1.0
    },
    {
     "p": 0.10084032267332077,
     "m": 1.0
    },
    {
     "p": 0.07170411199331284,
     "m": 1.0
    },
    {
     "p": 0.0810689851641655,
     "m": 1.0
    },
    {
     "p": 0.0794154554605484,
     "m": 1.0
    },
    {
     "p": 0.06721724569797516,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.6240673065185547,
   "val_loss": 1.3295783996582031,
   "acc": 51.76,
   "time": 97.24890129780397,
   "param": [
    {
     "p": 0.08684937655925751,
     "m": 1.0
    },
    {
     "p": 0.05838841572403908,
     "m": 1.0
    },
    {
     "p": 0.07823634892702103,
     "m": 1.0
    },
    {
     "p": 0.0388176329433918,
     "m": 1.0
    },
    {
     "p": 0.0374043770134449,
     "m": 1.0
    },
    {
     "p": 0.08343087881803513,
     "m": 1.0
    },
    {
     "p": 0.08993375301361084,
     "m": 1.0
    },
    {
     "p": 0.08911905437707901,
     "m": 1.0
    },
    {
     "p": 0.05785221979022026,
     "m": 1.0
    },
    {
     "p": 0.07070241123437881,
     "m": 1.0
    },
    {
     "p": 0.0808454379439354,
     "m": 1.0
    },
    {
     "p": 0.07407677173614502,
     "m": 1.0
    },
    {
     "p": 0.07531855255365372,
     "m": 1.0
    },
    {
     "p": 0.0790247693657875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.5807656049728394,
   "val_loss": 1.2893553972244263,
   "acc": 54.09,
   "time": 89.88180336495861,
   "param": [
    {
     "p": 0.0881844162940979,
     "m": 1.0
    },
    {
     "p": 0.020922929048538208,
     "m": 1.0
    },
    {
     "p": 0.12678781151771545,
     "m": 1.0
    },
    {
     "p": 0.04168471321463585,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0762103945016861,
     "m": 1.0
    },
    {
     "p": 0.06477765738964081,
     "m": 1.0
    },
    {
     "p": 0.08223625272512436,
     "m": 1.0
    },
    {
     "p": 0.07272017747163773,
     "m": 1.0
    },
    {
     "p": 0.07994776219129562,
     "m": 1.0
    },
    {
     "p": 0.08093179017305374,
     "m": 1.0
    },
    {
     "p": 0.07935237884521484,
     "m": 1.0
    },
    {
     "p": 0.09857911616563797,
     "m": 1.0
    },
    {
     "p": 0.08766469359397888,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.6179757118225098,
   "val_loss": 1.3572487831115723,
   "acc": 53.32,
   "time": 97.6158297448419,
   "param": [
    {
     "p": 0.07301080226898193,
     "m": 1.0
    },
    {
     "p": 0.05274111405014992,
     "m": 1.0
    },
    {
     "p": 0.09679263830184937,
     "m": 1.0
    },
    {
     "p": 0.07382475584745407,
     "m": 1.0
    },
    {
     "p": 0.042592450976371765,
     "m": 1.0
    },
    {
     "p": 0.05506790056824684,
     "m": 1.0
    },
    {
     "p": 0.08258690685033798,
     "m": 1.0
    },
    {
     "p": 0.08276459574699402,
     "m": 1.0
    },
    {
     "p": 0.0677306205034256,
     "m": 1.0
    },
    {
     "p": 0.09241199493408203,
     "m": 1.0
    },
    {
     "p": 0.06243015453219414,
     "m": 1.0
    },
    {
     "p": 0.08466146886348724,
     "m": 1.0
    },
    {
     "p": 0.0782930850982666,
     "m": 1.0
    },
    {
     "p": 0.05509154498577118,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.4378395080566406,
   "val_loss": 1.2886613607406616,
   "acc": 51.83,
   "time": 89.90036565181799,
   "param": [
    {
     "p": 0.08788160234689713,
     "m": 1.0
    },
    {
     "p": 0.09174791723489761,
     "m": 1.0
    },
    {
     "p": 0.08068067580461502,
     "m": 1.0
    },
    {
     "p": 0.04250577092170715,
     "m": 1.0
    },
    {
     "p": 0.033094197511672974,
     "m": 1.0
    },
    {
     "p": 0.048584818840026855,
     "m": 1.0
    },
    {
     "p": 0.08150209486484528,
     "m": 1.0
    },
    {
     "p": 0.0935131162405014,
     "m": 1.0
    },
    {
     "p": 0.05682763829827309,
     "m": 1.0
    },
    {
     "p": 0.10617799311876297,
     "m": 1.0
    },
    {
     "p": 0.05640934407711029,
     "m": 1.0
    },
    {
     "p": 0.07008479535579681,
     "m": 1.0
    },
    {
     "p": 0.09019803255796432,
     "m": 1.0
    },
    {
     "p": 0.060792043805122375,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.6943355798721313,
   "val_loss": 1.2812877893447876,
   "acc": 55.31,
   "time": 104.08273690985516,
   "param": [
    {
     "p": 0.12288890779018402,
     "m": 1.0
    },
    {
     "p": 0.056553542613983154,
     "m": 1.0
    },
    {
     "p": 0.06078382581472397,
     "m": 1.0
    },
    {
     "p": 0.04759831354022026,
     "m": 1.0
    },
    {
     "p": 0.029074791818857193,
     "m": 1.0
    },
    {
     "p": 0.05503099039196968,
     "m": 1.0
    },
    {
     "p": 0.07969880104064941,
     "m": 1.0
    },
    {
     "p": 0.06755585968494415,
     "m": 1.0
    },
    {
     "p": 0.05373060330748558,
     "m": 1.0
    },
    {
     "p": 0.10373005270957947,
     "m": 1.0
    },
    {
     "p": 0.06983913481235504,
     "m": 1.0
    },
    {
     "p": 0.10105451196432114,
     "m": 1.0
    },
    {
     "p": 0.08631706237792969,
     "m": 1.0
    },
    {
     "p": 0.06614362448453903,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.5780481100082397,
   "val_loss": 1.1488592624664307,
   "acc": 56.35,
   "time": 93.7229036630597,
   "param": [
    {
     "p": 0.10402834415435791,
     "m": 1.0
    },
    {
     "p": 0.05432768538594246,
     "m": 1.0
    },
    {
     "p": 0.07875001430511475,
     "m": 1.0
    },
    {
     "p": 0.06030282750725746,
     "m": 1.0
    },
    {
     "p": 0.041098110377788544,
     "m": 1.0
    },
    {
     "p": 0.06251972913742065,
     "m": 1.0
    },
    {
     "p": 0.08900915086269379,
     "m": 1.0
    },
    {
     "p": 0.07115520536899567,
     "m": 1.0
    },
    {
     "p": 0.05549575760960579,
     "m": 1.0
    },
    {
     "p": 0.08737349510192871,
     "m": 1.0
    },
    {
     "p": 0.07705959677696228,
     "m": 1.0
    },
    {
     "p": 0.07381311058998108,
     "m": 1.0
    },
    {
     "p": 0.08749132603406906,
     "m": 1.0
    },
    {
     "p": 0.05757568031549454,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.3922572135925293,
   "val_loss": 1.230464220046997,
   "acc": 56.38,
   "time": 90.28219109214842,
   "param": [
    {
     "p": 0.08703348785638809,
     "m": 1.0
    },
    {
     "p": 0.008172772824764252,
     "m": 1.0
    },
    {
     "p": 0.09843360632658005,
     "m": 1.0
    },
    {
     "p": 0.09947358816862106,
     "m": 1.0
    },
    {
     "p": 0.053223103284835815,
     "m": 1.0
    },
    {
     "p": 0.07772238552570343,
     "m": 1.0
    },
    {
     "p": 0.06067000329494476,
     "m": 1.0
    },
    {
     "p": 0.05423469468951225,
     "m": 1.0
    },
    {
     "p": 0.05800910294055939,
     "m": 1.0
    },
    {
     "p": 0.09489171206951141,
     "m": 1.0
    },
    {
     "p": 0.08171911537647247,
     "m": 1.0
    },
    {
     "p": 0.08131055533885956,
     "m": 1.0
    },
    {
     "p": 0.11808034032583237,
     "m": 1.0
    },
    {
     "p": 0.027025524526834488,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.4215795993804932,
   "val_loss": 1.1680219173431396,
   "acc": 57.17,
   "time": 90.31485979701392,
   "param": [
    {
     "p": 0.06001249700784683,
     "m": 1.0
    },
    {
     "p": 0.06677823513746262,
     "m": 1.0
    },
    {
     "p": 0.07727134227752686,
     "m": 1.0
    },
    {
     "p": 0.06174550577998161,
     "m": 1.0
    },
    {
     "p": 0.03384862095117569,
     "m": 1.0
    },
    {
     "p": 0.07033088803291321,
     "m": 1.0
    },
    {
     "p": 0.09257969260215759,
     "m": 1.0
    },
    {
     "p": 0.05420248210430145,
     "m": 1.0
    },
    {
     "p": 0.08515360951423645,
     "m": 1.0
    },
    {
     "p": 0.08213629573583603,
     "m": 1.0
    },
    {
     "p": 0.080135278403759,
     "m": 1.0
    },
    {
     "p": 0.09074711054563522,
     "m": 1.0
    },
    {
     "p": 0.0772392600774765,
     "m": 1.0
    },
    {
     "p": 0.06781919300556183,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.3106756210327148,
   "val_loss": 1.214555025100708,
   "acc": 55.41,
   "time": 99.31283207796514,
   "param": [
    {
     "p": 0.10360336303710938,
     "m": 1.0
    },
    {
     "p": 0.05100284516811371,
     "m": 1.0
    },
    {
     "p": 0.09729503840208054,
     "m": 1.0
    },
    {
     "p": 0.0633346289396286,
     "m": 1.0
    },
    {
     "p": 0.02090262807905674,
     "m": 1.0
    },
    {
     "p": 0.04574333876371384,
     "m": 1.0
    },
    {
     "p": 0.06653982400894165,
     "m": 1.0
    },
    {
     "p": 0.07980389147996902,
     "m": 1.0
    },
    {
     "p": 0.07603656500577927,
     "m": 1.0
    },
    {
     "p": 0.11620450764894485,
     "m": 1.0
    },
    {
     "p": 0.07227610796689987,
     "m": 1.0
    },
    {
     "p": 0.07930801063776016,
     "m": 1.0
    },
    {
     "p": 0.09075970202684402,
     "m": 1.0
    },
    {
     "p": 0.037189606577157974,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.4937807321548462,
   "val_loss": 1.1729413270950317,
   "acc": 58.92,
   "time": 90.02851494494826,
   "param": [
    {
     "p": 0.08243817090988159,
     "m": 1.0
    },
    {
     "p": 0.04260481521487236,
     "m": 1.0
    },
    {
     "p": 0.08420022577047348,
     "m": 1.0
    },
    {
     "p": 0.06504061818122864,
     "m": 1.0
    },
    {
     "p": 0.05638866871595383,
     "m": 1.0
    },
    {
     "p": 0.06973904371261597,
     "m": 1.0
    },
    {
     "p": 0.06902250647544861,
     "m": 1.0
    },
    {
     "p": 0.055936165153980255,
     "m": 1.0
    },
    {
     "p": 0.0723295658826828,
     "m": 1.0
    },
    {
     "p": 0.10066725313663483,
     "m": 1.0
    },
    {
     "p": 0.07382600754499435,
     "m": 1.0
    },
    {
     "p": 0.09222777187824249,
     "m": 1.0
    },
    {
     "p": 0.08419478684663773,
     "m": 1.0
    },
    {
     "p": 0.05138442665338516,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.4197922945022583,
   "val_loss": 1.1756950616836548,
   "acc": 59.59,
   "time": 90.17130928882398,
   "param": [
    {
     "p": 0.09602983295917511,
     "m": 1.0
    },
    {
     "p": 0.02455008029937744,
     "m": 1.0
    },
    {
     "p": 0.07160617411136627,
     "m": 1.0
    },
    {
     "p": 0.04249447584152222,
     "m": 1.0
    },
    {
     "p": 0.044684864580631256,
     "m": 1.0
    },
    {
     "p": 0.08012474328279495,
     "m": 1.0
    },
    {
     "p": 0.06958730518817902,
     "m": 1.0
    },
    {
     "p": 0.06234164535999298,
     "m": 1.0
    },
    {
     "p": 0.0760309025645256,
     "m": 1.0
    },
    {
     "p": 0.10151287168264389,
     "m": 1.0
    },
    {
     "p": 0.06755468994379044,
     "m": 1.0
    },
    {
     "p": 0.096416175365448,
     "m": 1.0
    },
    {
     "p": 0.08196432888507843,
     "m": 1.0
    },
    {
     "p": 0.08510194718837738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.3379420042037964,
   "val_loss": 1.112633466720581,
   "acc": 58.95,
   "time": 111.96558431815356,
   "param": [
    {
     "p": 0.07628696411848068,
     "m": 1.0
    },
    {
     "p": 0.0533057302236557,
     "m": 1.0
    },
    {
     "p": 0.07529741525650024,
     "m": 1.0
    },
    {
     "p": 0.06939464062452316,
     "m": 1.0
    },
    {
     "p": 0.03278977796435356,
     "m": 1.0
    },
    {
     "p": 0.08220038563013077,
     "m": 1.0
    },
    {
     "p": 0.0655418410897255,
     "m": 1.0
    },
    {
     "p": 0.08041658997535706,
     "m": 1.0
    },
    {
     "p": 0.06750426441431046,
     "m": 1.0
    },
    {
     "p": 0.09183824062347412,
     "m": 1.0
    },
    {
     "p": 0.07134660333395004,
     "m": 1.0
    },
    {
     "p": 0.07989551872015,
     "m": 1.0
    },
    {
     "p": 0.08423144370317459,
     "m": 1.0
    },
    {
     "p": 0.06995055079460144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.3544479608535767,
   "val_loss": 1.1610444784164429,
   "acc": 58.58,
   "time": 90.1163943069987,
   "param": [
    {
     "p": 0.07602004706859589,
     "m": 1.0
    },
    {
     "p": 0.045537933707237244,
     "m": 1.0
    },
    {
     "p": 0.059844281524419785,
     "m": 1.0
    },
    {
     "p": 0.05839827284216881,
     "m": 1.0
    },
    {
     "p": 0.06138680875301361,
     "m": 1.0
    },
    {
     "p": 0.057281337678432465,
     "m": 1.0
    },
    {
     "p": 0.07870857417583466,
     "m": 1.0
    },
    {
     "p": 0.07815923541784286,
     "m": 1.0
    },
    {
     "p": 0.10071953386068344,
     "m": 1.0
    },
    {
     "p": 0.07301682233810425,
     "m": 1.0
    },
    {
     "p": 0.08571655303239822,
     "m": 1.0
    },
    {
     "p": 0.07724501937627792,
     "m": 1.0
    },
    {
     "p": 0.07715943455696106,
     "m": 1.0
    },
    {
     "p": 0.0708061009645462,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.4631348848342896,
   "val_loss": 1.0807956457138062,
   "acc": 60.25,
   "time": 91.95752968103625,
   "param": [
    {
     "p": 0.09119085967540741,
     "m": 1.0
    },
    {
     "p": 0.037654809653759,
     "m": 1.0
    },
    {
     "p": 0.09029170125722885,
     "m": 1.0
    },
    {
     "p": 0.057611145079135895,
     "m": 1.0
    },
    {
     "p": 0.03679630160331726,
     "m": 1.0
    },
    {
     "p": 0.06107063964009285,
     "m": 1.0
    },
    {
     "p": 0.07206515222787857,
     "m": 1.0
    },
    {
     "p": 0.06945883482694626,
     "m": 1.0
    },
    {
     "p": 0.07554050534963608,
     "m": 1.0
    },
    {
     "p": 0.08956489711999893,
     "m": 1.0
    },
    {
     "p": 0.08780397474765778,
     "m": 1.0
    },
    {
     "p": 0.0655289739370346,
     "m": 1.0
    },
    {
     "p": 0.07352591305971146,
     "m": 1.0
    },
    {
     "p": 0.09189631044864655,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.4185351133346558,
   "val_loss": 1.1303622722625732,
   "acc": 59.15,
   "time": 93.82124778698198,
   "param": [
    {
     "p": 0.09245585650205612,
     "m": 1.0
    },
    {
     "p": 0.03486979380249977,
     "m": 1.0
    },
    {
     "p": 0.05876278877258301,
     "m": 1.0
    },
    {
     "p": 0.05073320493102074,
     "m": 1.0
    },
    {
     "p": 0.04762110859155655,
     "m": 1.0
    },
    {
     "p": 0.06408194452524185,
     "m": 1.0
    },
    {
     "p": 0.09009382128715515,
     "m": 1.0
    },
    {
     "p": 0.07363111525774002,
     "m": 1.0
    },
    {
     "p": 0.06413676589727402,
     "m": 1.0
    },
    {
     "p": 0.09123877435922623,
     "m": 1.0
    },
    {
     "p": 0.08434570580720901,
     "m": 1.0
    },
    {
     "p": 0.08999844640493393,
     "m": 1.0
    },
    {
     "p": 0.10069426894187927,
     "m": 1.0
    },
    {
     "p": 0.0573364794254303,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.259062647819519,
   "val_loss": 1.1984587907791138,
   "acc": 60.5,
   "time": 112.5851156739518,
   "param": [
    {
     "p": 0.0684024840593338,
     "m": 1.0
    },
    {
     "p": 0.05274678021669388,
     "m": 1.0
    },
    {
     "p": 0.09046033024787903,
     "m": 1.0
    },
    {
     "p": 0.06487355381250381,
     "m": 1.0
    },
    {
     "p": 0.038432527333498,
     "m": 1.0
    },
    {
     "p": 0.048173096030950546,
     "m": 1.0
    },
    {
     "p": 0.07237361371517181,
     "m": 1.0
    },
    {
     "p": 0.08304957300424576,
     "m": 1.0
    },
    {
     "p": 0.07764998823404312,
     "m": 1.0
    },
    {
     "p": 0.08922160416841507,
     "m": 1.0
    },
    {
     "p": 0.08369237184524536,
     "m": 1.0
    },
    {
     "p": 0.07639593631029129,
     "m": 1.0
    },
    {
     "p": 0.08370862901210785,
     "m": 1.0
    },
    {
     "p": 0.07081956416368484,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.4035791158676147,
   "val_loss": 1.057867169380188,
   "acc": 62.19,
   "time": 102.38921920210123,
   "param": [
    {
     "p": 0.07927579432725906,
     "m": 1.0
    },
    {
     "p": 0.03198424354195595,
     "m": 1.0
    },
    {
     "p": 0.06143208593130112,
     "m": 1.0
    },
    {
     "p": 0.07650694996118546,
     "m": 1.0
    },
    {
     "p": 0.05873938277363777,
     "m": 1.0
    },
    {
     "p": 0.05930180847644806,
     "m": 1.0
    },
    {
     "p": 0.07391870766878128,
     "m": 1.0
    },
    {
     "p": 0.08182927221059799,
     "m": 1.0
    },
    {
     "p": 0.06654813140630722,
     "m": 1.0
    },
    {
     "p": 0.09329527616500854,
     "m": 1.0
    },
    {
     "p": 0.07881221920251846,
     "m": 1.0
    },
    {
     "p": 0.08049165457487106,
     "m": 1.0
    },
    {
     "p": 0.08773393929004669,
     "m": 1.0
    },
    {
     "p": 0.07013048976659775,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.4267072677612305,
   "val_loss": 1.0938005447387695,
   "acc": 60.88,
   "time": 108.2755462678615,
   "param": [
    {
     "p": 0.09941811859607697,
     "m": 1.0
    },
    {
     "p": 0.03481297194957733,
     "m": 1.0
    },
    {
     "p": 0.10702108591794968,
     "m": 1.0
    },
    {
     "p": 0.024792825803160667,
     "m": 1.0
    },
    {
     "p": 0.04634973779320717,
     "m": 1.0
    },
    {
     "p": 0.08908506482839584,
     "m": 1.0
    },
    {
     "p": 0.08255340158939362,
     "m": 1.0
    },
    {
     "p": 0.0781434178352356,
     "m": 1.0
    },
    {
     "p": 0.05350426584482193,
     "m": 1.0
    },
    {
     "p": 0.09294907748699188,
     "m": 1.0
    },
    {
     "p": 0.06634754687547684,
     "m": 1.0
    },
    {
     "p": 0.04824359714984894,
     "m": 1.0
    },
    {
     "p": 0.09182187169790268,
     "m": 1.0
    },
    {
     "p": 0.0849570482969284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.4034380912780762,
   "val_loss": 1.1046191453933716,
   "acc": 61.65,
   "time": 90.86011329712346,
   "param": [
    {
     "p": 0.08435497432947159,
     "m": 1.0
    },
    {
     "p": 0.037811268121004105,
     "m": 1.0
    },
    {
     "p": 0.11782344430685043,
     "m": 1.0
    },
    {
     "p": 0.07235521823167801,
     "m": 1.0
    },
    {
     "p": 0.04702451825141907,
     "m": 1.0
    },
    {
     "p": 0.08532143384218216,
     "m": 1.0
    },
    {
     "p": 0.03931109234690666,
     "m": 1.0
    },
    {
     "p": 0.06921868771314621,
     "m": 1.0
    },
    {
     "p": 0.07413014769554138,
     "m": 1.0
    },
    {
     "p": 0.07225355505943298,
     "m": 1.0
    },
    {
     "p": 0.0687103196978569,
     "m": 1.0
    },
    {
     "p": 0.0942603275179863,
     "m": 1.0
    },
    {
     "p": 0.08138155937194824,
     "m": 1.0
    },
    {
     "p": 0.05604347214102745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.4552961587905884,
   "val_loss": 1.0994102954864502,
   "acc": 60.8,
   "time": 108.74474659189582,
   "param": [
    {
     "p": 0.07840795069932938,
     "m": 1.0
    },
    {
     "p": 0.05799233913421631,
     "m": 1.0
    },
    {
     "p": 0.09030827134847641,
     "m": 1.0
    },
    {
     "p": 0.0627581849694252,
     "m": 1.0
    },
    {
     "p": 0.06059908866882324,
     "m": 1.0
    },
    {
     "p": 0.08113601803779602,
     "m": 1.0
    },
    {
     "p": 0.09090462327003479,
     "m": 1.0
    },
    {
     "p": 0.06878289580345154,
     "m": 1.0
    },
    {
     "p": 0.06270633637905121,
     "m": 1.0
    },
    {
     "p": 0.057020507752895355,
     "m": 1.0
    },
    {
     "p": 0.0660289078950882,
     "m": 1.0
    },
    {
     "p": 0.09686721116304398,
     "m": 1.0
    },
    {
     "p": 0.06615759432315826,
     "m": 1.0
    },
    {
     "p": 0.06033003330230713,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.4998654127120972,
   "val_loss": 1.0351102352142334,
   "acc": 62.39,
   "time": 93.55132951703854,
   "param": [
    {
     "p": 0.07629519701004028,
     "m": 1.0
    },
    {
     "p": 0.04683176055550575,
     "m": 1.0
    },
    {
     "p": 0.05895473435521126,
     "m": 1.0
    },
    {
     "p": 0.06550774723291397,
     "m": 1.0
    },
    {
     "p": 0.049876999109983444,
     "m": 1.0
    },
    {
     "p": 0.09551964700222015,
     "m": 1.0
    },
    {
     "p": 0.07104155421257019,
     "m": 1.0
    },
    {
     "p": 0.07759979367256165,
     "m": 1.0
    },
    {
     "p": 0.06940089911222458,
     "m": 1.0
    },
    {
     "p": 0.07186773419380188,
     "m": 1.0
    },
    {
     "p": 0.06605113297700882,
     "m": 1.0
    },
    {
     "p": 0.08996963500976562,
     "m": 1.0
    },
    {
     "p": 0.06938204169273376,
     "m": 1.0
    },
    {
     "p": 0.09170126169919968,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.3483319282531738,
   "val_loss": 1.1060364246368408,
   "acc": 62.62,
   "time": 89.92635292606428,
   "param": [
    {
     "p": 0.04491030424833298,
     "m": 1.0
    },
    {
     "p": 0.036654215306043625,
     "m": 1.0
    },
    {
     "p": 0.1009364202618599,
     "m": 1.0
    },
    {
     "p": 0.061769258230924606,
     "m": 1.0
    },
    {
     "p": 0.03670659288764,
     "m": 1.0
    },
    {
     "p": 0.08430963009595871,
     "m": 1.0
    },
    {
     "p": 0.07579801976680756,
     "m": 1.0
    },
    {
     "p": 0.07507450878620148,
     "m": 1.0
    },
    {
     "p": 0.07491932064294815,
     "m": 1.0
    },
    {
     "p": 0.08355222642421722,
     "m": 1.0
    },
    {
     "p": 0.06513988971710205,
     "m": 1.0
    },
    {
     "p": 0.09240490943193436,
     "m": 1.0
    },
    {
     "p": 0.08705301582813263,
     "m": 1.0
    },
    {
     "p": 0.08077168464660645,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.3669549226760864,
   "val_loss": 1.0055716037750244,
   "acc": 63.55,
   "time": 90.08894692710601,
   "param": [
    {
     "p": 0.08779294788837433,
     "m": 1.0
    },
    {
     "p": 0.05022995546460152,
     "m": 1.0
    },
    {
     "p": 0.07968122512102127,
     "m": 1.0
    },
    {
     "p": 0.04932301491498947,
     "m": 1.0
    },
    {
     "p": 0.06951374560594559,
     "m": 1.0
    },
    {
     "p": 0.07333149760961533,
     "m": 1.0
    },
    {
     "p": 0.08870341628789902,
     "m": 1.0
    },
    {
     "p": 0.05921613797545433,
     "m": 1.0
    },
    {
     "p": 0.05665638670325279,
     "m": 1.0
    },
    {
     "p": 0.09630808979272842,
     "m": 1.0
    },
    {
     "p": 0.06268128752708435,
     "m": 1.0
    },
    {
     "p": 0.06607671082019806,
     "m": 1.0
    },
    {
     "p": 0.08050348609685898,
     "m": 1.0
    },
    {
     "p": 0.07998213917016983,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.216215968132019,
   "val_loss": 1.0890766382217407,
   "acc": 63.43,
   "time": 88.49452896299772,
   "param": [
    {
     "p": 0.0884137898683548,
     "m": 1.0
    },
    {
     "p": 0.05648506432771683,
     "m": 1.0
    },
    {
     "p": 0.08874053508043289,
     "m": 1.0
    },
    {
     "p": 0.06135636940598488,
     "m": 1.0
    },
    {
     "p": 0.054117728024721146,
     "m": 1.0
    },
    {
     "p": 0.05746334418654442,
     "m": 1.0
    },
    {
     "p": 0.07589446008205414,
     "m": 1.0
    },
    {
     "p": 0.08583993464708328,
     "m": 1.0
    },
    {
     "p": 0.08321733772754669,
     "m": 1.0
    },
    {
     "p": 0.06836079806089401,
     "m": 1.0
    },
    {
     "p": 0.0362681970000267,
     "m": 1.0
    },
    {
     "p": 0.06953590363264084,
     "m": 1.0
    },
    {
     "p": 0.0949748083949089,
     "m": 1.0
    },
    {
     "p": 0.07933171838521957,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.3353512287139893,
   "val_loss": 1.027298092842102,
   "acc": 64.39,
   "time": 93.24056172906421,
   "param": [
    {
     "p": 0.07652287185192108,
     "m": 1.0
    },
    {
     "p": 0.0368075929582119,
     "m": 1.0
    },
    {
     "p": 0.07683517783880234,
     "m": 1.0
    },
    {
     "p": 0.07401758432388306,
     "m": 1.0
    },
    {
     "p": 0.054811615496873856,
     "m": 1.0
    },
    {
     "p": 0.09497758746147156,
     "m": 1.0
    },
    {
     "p": 0.07759635150432587,
     "m": 1.0
    },
    {
     "p": 0.05420892313122749,
     "m": 1.0
    },
    {
     "p": 0.07764691114425659,
     "m": 1.0
    },
    {
     "p": 0.08587068319320679,
     "m": 1.0
    },
    {
     "p": 0.04980544373393059,
     "m": 1.0
    },
    {
     "p": 0.061719536781311035,
     "m": 1.0
    },
    {
     "p": 0.10718367993831635,
     "m": 1.0
    },
    {
     "p": 0.07199597358703613,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.3217031955718994,
   "val_loss": 1.140471339225769,
   "acc": 63.46,
   "time": 88.7361001460813,
   "param": [
    {
     "p": 0.09732168167829514,
     "m": 1.0
    },
    {
     "p": 0.035027291625738144,
     "m": 1.0
    },
    {
     "p": 0.0681271031498909,
     "m": 1.0
    },
    {
     "p": 0.037135228514671326,
     "m": 1.0
    },
    {
     "p": 0.02689366787672043,
     "m": 1.0
    },
    {
     "p": 0.08015456795692444,
     "m": 1.0
    },
    {
     "p": 0.056710533797740936,
     "m": 1.0
    },
    {
     "p": 0.07321085780858994,
     "m": 1.0
    },
    {
     "p": 0.07809356600046158,
     "m": 1.0
    },
    {
     "p": 0.1116974949836731,
     "m": 1.0
    },
    {
     "p": 0.07888181507587433,
     "m": 1.0
    },
    {
     "p": 0.07966272532939911,
     "m": 1.0
    },
    {
     "p": 0.1049872487783432,
     "m": 1.0
    },
    {
     "p": 0.07209628820419312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.1275535821914673,
   "val_loss": 1.0288522243499756,
   "acc": 63.63,
   "time": 88.18881547404453,
   "param": [
    {
     "p": 0.06166502833366394,
     "m": 1.0
    },
    {
     "p": 0.06931283324956894,
     "m": 1.0
    },
    {
     "p": 0.09099007397890091,
     "m": 1.0
    },
    {
     "p": 0.06649492681026459,
     "m": 1.0
    },
    {
     "p": 0.05079742521047592,
     "m": 1.0
    },
    {
     "p": 0.06114435940980911,
     "m": 1.0
    },
    {
     "p": 0.07122768461704254,
     "m": 1.0
    },
    {
     "p": 0.0709143802523613,
     "m": 1.0
    },
    {
     "p": 0.08339664340019226,
     "m": 1.0
    },
    {
     "p": 0.08043669164180756,
     "m": 1.0
    },
    {
     "p": 0.07290516793727875,
     "m": 1.0
    },
    {
     "p": 0.0794638842344284,
     "m": 1.0
    },
    {
     "p": 0.08958984911441803,
     "m": 1.0
    },
    {
     "p": 0.05166105926036835,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.2786016464233398,
   "val_loss": 0.9748328924179077,
   "acc": 63.88,
   "time": 97.82495606015436,
   "param": [
    {
     "p": 0.08246256411075592,
     "m": 1.0
    },
    {
     "p": 0.0793452337384224,
     "m": 1.0
    },
    {
     "p": 0.08764675259590149,
     "m": 1.0
    },
    {
     "p": 0.07205823063850403,
     "m": 1.0
    },
    {
     "p": 0.05707668140530586,
     "m": 1.0
    },
    {
     "p": 0.0653836652636528,
     "m": 1.0
    },
    {
     "p": 0.05450604856014252,
     "m": 1.0
    },
    {
     "p": 0.08439181745052338,
     "m": 1.0
    },
    {
     "p": 0.08082877844572067,
     "m": 1.0
    },
    {
     "p": 0.07139477878808975,
     "m": 1.0
    },
    {
     "p": 0.05983680486679077,
     "m": 1.0
    },
    {
     "p": 0.0884256511926651,
     "m": 1.0
    },
    {
     "p": 0.076726533472538,
     "m": 1.0
    },
    {
     "p": 0.03991645574569702,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.2410646677017212,
   "val_loss": 0.997650146484375,
   "acc": 64.73,
   "time": 89.64330359594896,
   "param": [
    {
     "p": 0.07573391497135162,
     "m": 1.0
    },
    {
     "p": 0.04632002115249634,
     "m": 1.0
    },
    {
     "p": 0.08772138506174088,
     "m": 1.0
    },
    {
     "p": 0.05373912677168846,
     "m": 1.0
    },
    {
     "p": 0.06009627506136894,
     "m": 1.0
    },
    {
     "p": 0.07696041464805603,
     "m": 1.0
    },
    {
     "p": 0.0601201131939888,
     "m": 1.0
    },
    {
     "p": 0.051960427314043045,
     "m": 1.0
    },
    {
     "p": 0.0867985188961029,
     "m": 1.0
    },
    {
     "p": 0.09171679615974426,
     "m": 1.0
    },
    {
     "p": 0.0894932672381401,
     "m": 1.0
    },
    {
     "p": 0.06580464541912079,
     "m": 1.0
    },
    {
     "p": 0.07136731594800949,
     "m": 1.0
    },
    {
     "p": 0.08216782659292221,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.2872599363327026,
   "val_loss": 1.0932646989822388,
   "acc": 63.23,
   "time": 88.89289759099483,
   "param": [
    {
     "p": 0.09122618287801743,
     "m": 1.0
    },
    {
     "p": 0.043475136160850525,
     "m": 1.0
    },
    {
     "p": 0.08387644588947296,
     "m": 1.0
    },
    {
     "p": 0.07726605981588364,
     "m": 1.0
    },
    {
     "p": 0.05966848507523537,
     "m": 1.0
    },
    {
     "p": 0.07565901428461075,
     "m": 1.0
    },
    {
     "p": 0.07756106555461884,
     "m": 1.0
    },
    {
     "p": 0.08170844614505768,
     "m": 1.0
    },
    {
     "p": 0.06344388425350189,
     "m": 1.0
    },
    {
     "p": 0.07454434782266617,
     "m": 1.0
    },
    {
     "p": 0.07533624023199081,
     "m": 1.0
    },
    {
     "p": 0.07778619229793549,
     "m": 1.0
    },
    {
     "p": 0.06068719923496246,
     "m": 1.0
    },
    {
     "p": 0.05776122957468033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.227450966835022,
   "val_loss": 1.0211466550827026,
   "acc": 65.02,
   "time": 89.47359976707958,
   "param": [
    {
     "p": 0.06441618502140045,
     "m": 1.0
    },
    {
     "p": 0.0482589453458786,
     "m": 1.0
    },
    {
     "p": 0.09807413071393967,
     "m": 1.0
    },
    {
     "p": 0.038422610610723495,
     "m": 1.0
    },
    {
     "p": 0.04992513731122017,
     "m": 1.0
    },
    {
     "p": 0.06864888221025467,
     "m": 1.0
    },
    {
     "p": 0.06861728429794312,
     "m": 1.0
    },
    {
     "p": 0.06410109251737595,
     "m": 1.0
    },
    {
     "p": 0.057310979813337326,
     "m": 1.0
    },
    {
     "p": 0.08740675449371338,
     "m": 1.0
    },
    {
     "p": 0.09708739817142487,
     "m": 1.0
    },
    {
     "p": 0.09066849946975708,
     "m": 1.0
    },
    {
     "p": 0.09896036237478256,
     "m": 1.0
    },
    {
     "p": 0.06810180842876434,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.3471603393554688,
   "val_loss": 1.0648925304412842,
   "acc": 64.09,
   "time": 88.46844883984886,
   "param": [
    {
     "p": 0.06788567453622818,
     "m": 1.0
    },
    {
     "p": 0.06967996060848236,
     "m": 1.0
    },
    {
     "p": 0.08901700377464294,
     "m": 1.0
    },
    {
     "p": 0.06399928778409958,
     "m": 1.0
    },
    {
     "p": 0.06331133842468262,
     "m": 1.0
    },
    {
     "p": 0.05736061558127403,
     "m": 1.0
    },
    {
     "p": 0.08219537883996964,
     "m": 1.0
    },
    {
     "p": 0.07564853131771088,
     "m": 1.0
    },
    {
     "p": 0.06553701311349869,
     "m": 1.0
    },
    {
     "p": 0.06653806567192078,
     "m": 1.0
    },
    {
     "p": 0.05328904464840889,
     "m": 1.0
    },
    {
     "p": 0.095576710999012,
     "m": 1.0
    },
    {
     "p": 0.06866556406021118,
     "m": 1.0
    },
    {
     "p": 0.08129585534334183,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.2092677354812622,
   "val_loss": 0.9822612404823303,
   "acc": 66.19,
   "time": 90.03778083994985,
   "param": [
    {
     "p": 0.08964059501886368,
     "m": 1.0
    },
    {
     "p": 0.04206962510943413,
     "m": 1.0
    },
    {
     "p": 0.07390651106834412,
     "m": 1.0
    },
    {
     "p": 0.06504268944263458,
     "m": 1.0
    },
    {
     "p": 0.06377913802862167,
     "m": 1.0
    },
    {
     "p": 0.06239891052246094,
     "m": 1.0
    },
    {
     "p": 0.08991393446922302,
     "m": 1.0
    },
    {
     "p": 0.0686815157532692,
     "m": 1.0
    },
    {
     "p": 0.07525880634784698,
     "m": 1.0
    },
    {
     "p": 0.0737338662147522,
     "m": 1.0
    },
    {
     "p": 0.07729823887348175,
     "m": 1.0
    },
    {
     "p": 0.07636015862226486,
     "m": 1.0
    },
    {
     "p": 0.08223247528076172,
     "m": 1.0
    },
    {
     "p": 0.05968354269862175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.1731022596359253,
   "val_loss": 1.0368813276290894,
   "acc": 65.88,
   "time": 89.06043464597315,
   "param": [
    {
     "p": 0.08608513325452805,
     "m": 1.0
    },
    {
     "p": 0.048277705907821655,
     "m": 1.0
    },
    {
     "p": 0.07566726207733154,
     "m": 1.0
    },
    {
     "p": 0.06058630719780922,
     "m": 1.0
    },
    {
     "p": 0.0434764102101326,
     "m": 1.0
    },
    {
     "p": 0.0810319259762764,
     "m": 1.0
    },
    {
     "p": 0.08387254923582077,
     "m": 1.0
    },
    {
     "p": 0.07608173787593842,
     "m": 1.0
    },
    {
     "p": 0.07102112472057343,
     "m": 1.0
    },
    {
     "p": 0.07974125444889069,
     "m": 1.0
    },
    {
     "p": 0.07269340008497238,
     "m": 1.0
    },
    {
     "p": 0.05295434966683388,
     "m": 1.0
    },
    {
     "p": 0.10007211565971375,
     "m": 1.0
    },
    {
     "p": 0.06843869388103485,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.2884267568588257,
   "val_loss": 0.9297799468040466,
   "acc": 66.57,
   "time": 105.64907265803777,
   "param": [
    {
     "p": 0.0803355723619461,
     "m": 1.0
    },
    {
     "p": 0.043647702783346176,
     "m": 1.0
    },
    {
     "p": 0.08887556195259094,
     "m": 1.0
    },
    {
     "p": 0.05175413936376572,
     "m": 1.0
    },
    {
     "p": 0.05656499043107033,
     "m": 1.0
    },
    {
     "p": 0.0647975355386734,
     "m": 1.0
    },
    {
     "p": 0.058787401765584946,
     "m": 1.0
    },
    {
     "p": 0.06487371027469635,
     "m": 1.0
    },
    {
     "p": 0.08139118552207947,
     "m": 1.0
    },
    {
     "p": 0.09227129071950912,
     "m": 1.0
    },
    {
     "p": 0.08359774202108383,
     "m": 1.0
    },
    {
     "p": 0.0831708163022995,
     "m": 1.0
    },
    {
     "p": 0.0853109061717987,
     "m": 1.0
    },
    {
     "p": 0.0646214559674263,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.1773546934127808,
   "val_loss": 0.904326856136322,
   "acc": 66.55,
   "time": 107.70767837204039,
   "param": [
    {
     "p": 0.08155849575996399,
     "m": 1.0
    },
    {
     "p": 0.044313352555036545,
     "m": 1.0
    },
    {
     "p": 0.07350849360227585,
     "m": 1.0
    },
    {
     "p": 0.06744327396154404,
     "m": 1.0
    },
    {
     "p": 0.08229474723339081,
     "m": 1.0
    },
    {
     "p": 0.051059234887361526,
     "m": 1.0
    },
    {
     "p": 0.08574988692998886,
     "m": 1.0
    },
    {
     "p": 0.07803485542535782,
     "m": 1.0
    },
    {
     "p": 0.05933969467878342,
     "m": 1.0
    },
    {
     "p": 0.0726538673043251,
     "m": 1.0
    },
    {
     "p": 0.08374612033367157,
     "m": 1.0
    },
    {
     "p": 0.07074930518865585,
     "m": 1.0
    },
    {
     "p": 0.07580461353063583,
     "m": 1.0
    },
    {
     "p": 0.07374398410320282,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.1197230815887451,
   "val_loss": 1.0726932287216187,
   "acc": 65.67,
   "time": 109.05156962387264,
   "param": [
    {
     "p": 0.08682379871606827,
     "m": 1.0
    },
    {
     "p": 0.05942878499627113,
     "m": 1.0
    },
    {
     "p": 0.08292635530233383,
     "m": 1.0
    },
    {
     "p": 0.0847652480006218,
     "m": 1.0
    },
    {
     "p": 0.0555105060338974,
     "m": 1.0
    },
    {
     "p": 0.06861735880374908,
     "m": 1.0
    },
    {
     "p": 0.05783131346106529,
     "m": 1.0
    },
    {
     "p": 0.062320467084646225,
     "m": 1.0
    },
    {
     "p": 0.06550126522779465,
     "m": 1.0
    },
    {
     "p": 0.10090652853250504,
     "m": 1.0
    },
    {
     "p": 0.07116342335939407,
     "m": 1.0
    },
    {
     "p": 0.06987760961055756,
     "m": 1.0
    },
    {
     "p": 0.07937789708375931,
     "m": 1.0
    },
    {
     "p": 0.05494941025972366,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.1755191087722778,
   "val_loss": 0.9398764967918396,
   "acc": 66.64,
   "time": 89.96286640991457,
   "param": [
    {
     "p": 0.08145289123058319,
     "m": 1.0
    },
    {
     "p": 0.04229309409856796,
     "m": 1.0
    },
    {
     "p": 0.11359357088804245,
     "m": 1.0
    },
    {
     "p": 0.06834644079208374,
     "m": 1.0
    },
    {
     "p": 0.05496814101934433,
     "m": 1.0
    },
    {
     "p": 0.06927892565727234,
     "m": 1.0
    },
    {
     "p": 0.08093782514333725,
     "m": 1.0
    },
    {
     "p": 0.059489957988262177,
     "m": 1.0
    },
    {
     "p": 0.06420037150382996,
     "m": 1.0
    },
    {
     "p": 0.07041577994823456,
     "m": 1.0
    },
    {
     "p": 0.08073215186595917,
     "m": 1.0
    },
    {
     "p": 0.05710695683956146,
     "m": 1.0
    },
    {
     "p": 0.09330125153064728,
     "m": 1.0
    },
    {
     "p": 0.06388264894485474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.4479426145553589,
   "val_loss": 0.8921688795089722,
   "acc": 67.77,
   "time": 92.56585277011618,
   "param": [
    {
     "p": 0.09548518806695938,
     "m": 1.0
    },
    {
     "p": 0.04938483610749245,
     "m": 1.0
    },
    {
     "p": 0.07324865460395813,
     "m": 1.0
    },
    {
     "p": 0.0417032390832901,
     "m": 1.0
    },
    {
     "p": 0.05414412170648575,
     "m": 1.0
    },
    {
     "p": 0.09209725260734558,
     "m": 1.0
    },
    {
     "p": 0.07410694658756256,
     "m": 1.0
    },
    {
     "p": 0.08777151256799698,
     "m": 1.0
    },
    {
     "p": 0.08530542254447937,
     "m": 1.0
    },
    {
     "p": 0.08307360112667084,
     "m": 1.0
    },
    {
     "p": 0.06889145821332932,
     "m": 1.0
    },
    {
     "p": 0.05254678428173065,
     "m": 1.0
    },
    {
     "p": 0.08441982418298721,
     "m": 1.0
    },
    {
     "p": 0.05782118812203407,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.1148109436035156,
   "val_loss": 1.0585745573043823,
   "acc": 66.57,
   "time": 90.09704521903768,
   "param": [
    {
     "p": 0.09485699981451035,
     "m": 1.0
    },
    {
     "p": 0.04333946853876114,
     "m": 1.0
    },
    {
     "p": 0.0856957733631134,
     "m": 1.0
    },
    {
     "p": 0.07387261837720871,
     "m": 1.0
    },
    {
     "p": 0.08514169603586197,
     "m": 1.0
    },
    {
     "p": 0.07384265214204788,
     "m": 1.0
    },
    {
     "p": 0.06941363215446472,
     "m": 1.0
    },
    {
     "p": 0.05022583156824112,
     "m": 1.0
    },
    {
     "p": 0.07696302235126495,
     "m": 1.0
    },
    {
     "p": 0.05253814533352852,
     "m": 1.0
    },
    {
     "p": 0.07465115189552307,
     "m": 1.0
    },
    {
     "p": 0.08215156197547913,
     "m": 1.0
    },
    {
     "p": 0.06822676211595535,
     "m": 1.0
    },
    {
     "p": 0.06908071786165237,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.2219932079315186,
   "val_loss": 0.8678791522979736,
   "acc": 67.72,
   "time": 95.36432761885226,
   "param": [
    {
     "p": 0.07073620706796646,
     "m": 1.0
    },
    {
     "p": 0.0330149382352829,
     "m": 1.0
    },
    {
     "p": 0.06324638426303864,
     "m": 1.0
    },
    {
     "p": 0.06279896199703217,
     "m": 1.0
    },
    {
     "p": 0.0880211815237999,
     "m": 1.0
    },
    {
     "p": 0.05906391516327858,
     "m": 1.0
    },
    {
     "p": 0.08418816328048706,
     "m": 1.0
    },
    {
     "p": 0.08943803608417511,
     "m": 1.0
    },
    {
     "p": 0.05201760679483414,
     "m": 1.0
    },
    {
     "p": 0.09684155136346817,
     "m": 1.0
    },
    {
     "p": 0.08911478519439697,
     "m": 1.0
    },
    {
     "p": 0.06726469099521637,
     "m": 1.0
    },
    {
     "p": 0.07774247974157333,
     "m": 1.0
    },
    {
     "p": 0.06651109457015991,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.0591961145401,
   "val_loss": 0.9724993705749512,
   "acc": 66.96,
   "time": 92.10646221693605,
   "param": [
    {
     "p": 0.09293441474437714,
     "m": 1.0
    },
    {
     "p": 0.04756982997059822,
     "m": 1.0
    },
    {
     "p": 0.08288262784481049,
     "m": 1.0
    },
    {
     "p": 0.04849578067660332,
     "m": 1.0
    },
    {
     "p": 0.0554204061627388,
     "m": 1.0
    },
    {
     "p": 0.09055888652801514,
     "m": 1.0
    },
    {
     "p": 0.07053849846124649,
     "m": 1.0
    },
    {
     "p": 0.08331671357154846,
     "m": 1.0
    },
    {
     "p": 0.0810047909617424,
     "m": 1.0
    },
    {
     "p": 0.08621254563331604,
     "m": 1.0
    },
    {
     "p": 0.08704415708780289,
     "m": 1.0
    },
    {
     "p": 0.03676093742251396,
     "m": 1.0
    },
    {
     "p": 0.0844915434718132,
     "m": 1.0
    },
    {
     "p": 0.052768807858228683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.1852366924285889,
   "val_loss": 1.0044392347335815,
   "acc": 67.18,
   "time": 100.3612733061891,
   "param": [
    {
     "p": 0.07473258674144745,
     "m": 1.0
    },
    {
     "p": 0.04633055627346039,
     "m": 1.0
    },
    {
     "p": 0.07608190178871155,
     "m": 1.0
    },
    {
     "p": 0.04429791867733002,
     "m": 1.0
    },
    {
     "p": 0.06125887483358383,
     "m": 1.0
    },
    {
     "p": 0.05352973937988281,
     "m": 1.0
    },
    {
     "p": 0.09044487774372101,
     "m": 1.0
    },
    {
     "p": 0.08066754788160324,
     "m": 1.0
    },
    {
     "p": 0.04729543626308441,
     "m": 1.0
    },
    {
     "p": 0.08623762428760529,
     "m": 1.0
    },
    {
     "p": 0.07678307592868805,
     "m": 1.0
    },
    {
     "p": 0.09015704691410065,
     "m": 1.0
    },
    {
     "p": 0.09004194289445877,
     "m": 1.0
    },
    {
     "p": 0.08214087039232254,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.227437973022461,
   "val_loss": 0.944379448890686,
   "acc": 67.73,
   "time": 109.89364303997718,
   "param": [
    {
     "p": 0.08040756732225418,
     "m": 1.0
    },
    {
     "p": 0.04746929183602333,
     "m": 1.0
    },
    {
     "p": 0.07481752336025238,
     "m": 1.0
    },
    {
     "p": 0.05224333330988884,
     "m": 1.0
    },
    {
     "p": 0.07377336174249649,
     "m": 1.0
    },
    {
     "p": 0.0678001269698143,
     "m": 1.0
    },
    {
     "p": 0.07606201618909836,
     "m": 1.0
    },
    {
     "p": 0.06753772497177124,
     "m": 1.0
    },
    {
     "p": 0.08088071644306183,
     "m": 1.0
    },
    {
     "p": 0.07093504816293716,
     "m": 1.0
    },
    {
     "p": 0.07910259068012238,
     "m": 1.0
    },
    {
     "p": 0.0663142278790474,
     "m": 1.0
    },
    {
     "p": 0.07957908511161804,
     "m": 1.0
    },
    {
     "p": 0.0830773115158081,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.1690292358398438,
   "val_loss": 1.086037278175354,
   "acc": 67.07,
   "time": 102.546946516959,
   "param": [
    {
     "p": 0.08022135496139526,
     "m": 1.0
    },
    {
     "p": 0.026085136458277702,
     "m": 1.0
    },
    {
     "p": 0.09356756508350372,
     "m": 1.0
    },
    {
     "p": 0.08326848596334457,
     "m": 1.0
    },
    {
     "p": 0.0449993871152401,
     "m": 1.0
    },
    {
     "p": 0.057056743651628494,
     "m": 1.0
    },
    {
     "p": 0.06712993234395981,
     "m": 1.0
    },
    {
     "p": 0.07956753671169281,
     "m": 1.0
    },
    {
     "p": 0.06715134531259537,
     "m": 1.0
    },
    {
     "p": 0.0892019271850586,
     "m": 1.0
    },
    {
     "p": 0.07714866101741791,
     "m": 1.0
    },
    {
     "p": 0.09303075820207596,
     "m": 1.0
    },
    {
     "p": 0.09409273415803909,
     "m": 1.0
    },
    {
     "p": 0.04747841879725456,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.1447515487670898,
   "val_loss": 0.8554405570030212,
   "acc": 67.99,
   "time": 90.437011891976,
   "param": [
    {
     "p": 0.06607311964035034,
     "m": 1.0
    },
    {
     "p": 0.05197341740131378,
     "m": 1.0
    },
    {
     "p": 0.0755234882235527,
     "m": 1.0
    },
    {
     "p": 0.06537516415119171,
     "m": 1.0
    },
    {
     "p": 0.07143054902553558,
     "m": 1.0
    },
    {
     "p": 0.05923490598797798,
     "m": 1.0
    },
    {
     "p": 0.07137303799390793,
     "m": 1.0
    },
    {
     "p": 0.09089982509613037,
     "m": 1.0
    },
    {
     "p": 0.06009916588664055,
     "m": 1.0
    },
    {
     "p": 0.09070545434951782,
     "m": 1.0
    },
    {
     "p": 0.0637604296207428,
     "m": 1.0
    },
    {
     "p": 0.07674800604581833,
     "m": 1.0
    },
    {
     "p": 0.09206676483154297,
     "m": 1.0
    },
    {
     "p": 0.0647367462515831,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.0624332427978516,
   "val_loss": 0.9305261373519897,
   "acc": 68.39,
   "time": 102.74401844898239,
   "param": [
    {
     "p": 0.07436630129814148,
     "m": 1.0
    },
    {
     "p": 0.02611914835870266,
     "m": 1.0
    },
    {
     "p": 0.06890719383955002,
     "m": 1.0
    },
    {
     "p": 0.06407937407493591,
     "m": 1.0
    },
    {
     "p": 0.05606353282928467,
     "m": 1.0
    },
    {
     "p": 0.0785457044839859,
     "m": 1.0
    },
    {
     "p": 0.08693557977676392,
     "m": 1.0
    },
    {
     "p": 0.09114629775285721,
     "m": 1.0
    },
    {
     "p": 0.08726632595062256,
     "m": 1.0
    },
    {
     "p": 0.08308463543653488,
     "m": 1.0
    },
    {
     "p": 0.08284731954336166,
     "m": 1.0
    },
    {
     "p": 0.0552002377808094,
     "m": 1.0
    },
    {
     "p": 0.10255201160907745,
     "m": 1.0
    },
    {
     "p": 0.0428863950073719,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.0992529392242432,
   "val_loss": 0.8732010722160339,
   "acc": 68.07,
   "time": 117.18715193704702,
   "param": [
    {
     "p": 0.06058555841445923,
     "m": 1.0
    },
    {
     "p": 0.09254826605319977,
     "m": 1.0
    },
    {
     "p": 0.09411142021417618,
     "m": 1.0
    },
    {
     "p": 0.02450982667505741,
     "m": 1.0
    },
    {
     "p": 0.020860878750681877,
     "m": 1.0
    },
    {
     "p": 0.06537899374961853,
     "m": 1.0
    },
    {
     "p": 0.05024854466319084,
     "m": 1.0
    },
    {
     "p": 0.07209790498018265,
     "m": 1.0
    },
    {
     "p": 0.06800653785467148,
     "m": 1.0
    },
    {
     "p": 0.09610288590192795,
     "m": 1.0
    },
    {
     "p": 0.09321747720241547,
     "m": 1.0
    },
    {
     "p": 0.07526269555091858,
     "m": 1.0
    },
    {
     "p": 0.100701704621315,
     "m": 1.0
    },
    {
     "p": 0.08636727184057236,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.1986056566238403,
   "val_loss": 0.8053072094917297,
   "acc": 68.75,
   "time": 91.65951291192323,
   "param": [
    {
     "p": 0.08140052109956741,
     "m": 1.0
    },
    {
     "p": 0.06044398620724678,
     "m": 1.0
    },
    {
     "p": 0.08581617474555969,
     "m": 1.0
    },
    {
     "p": 0.039521899074316025,
     "m": 1.0
    },
    {
     "p": 0.07821841537952423,
     "m": 1.0
    },
    {
     "p": 0.07812713831663132,
     "m": 1.0
    },
    {
     "p": 0.040240269154310226,
     "m": 1.0
    },
    {
     "p": 0.06384734064340591,
     "m": 1.0
    },
    {
     "p": 0.05756949633359909,
     "m": 1.0
    },
    {
     "p": 0.08559281378984451,
     "m": 1.0
    },
    {
     "p": 0.08018205314874649,
     "m": 1.0
    },
    {
     "p": 0.07450800389051437,
     "m": 1.0
    },
    {
     "p": 0.07924438267946243,
     "m": 1.0
    },
    {
     "p": 0.09528756886720657,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.9749663472175598,
   "val_loss": 0.8960167169570923,
   "acc": 66.4,
   "time": 113.90972211095504,
   "param": [
    {
     "p": 0.09751380980014801,
     "m": 1.0
    },
    {
     "p": 0.04314228519797325,
     "m": 1.0
    },
    {
     "p": 0.06991841644048691,
     "m": 1.0
    },
    {
     "p": 0.045867446810007095,
     "m": 1.0
    },
    {
     "p": 0.03183756396174431,
     "m": 1.0
    },
    {
     "p": 0.08945853263139725,
     "m": 1.0
    },
    {
     "p": 0.07751130312681198,
     "m": 1.0
    },
    {
     "p": 0.06341526657342911,
     "m": 1.0
    },
    {
     "p": 0.07241766899824142,
     "m": 1.0
    },
    {
     "p": 0.08074412494897842,
     "m": 1.0
    },
    {
     "p": 0.06855835765600204,
     "m": 1.0
    },
    {
     "p": 0.089423269033432,
     "m": 1.0
    },
    {
     "p": 0.09921005368232727,
     "m": 1.0
    },
    {
     "p": 0.07098186761140823,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.1939873695373535,
   "val_loss": 0.9997207522392273,
   "acc": 68.48,
   "time": 114.76761621888727,
   "param": [
    {
     "p": 0.0888865739107132,
     "m": 1.0
    },
    {
     "p": 0.049803491681814194,
     "m": 1.0
    },
    {
     "p": 0.061914268881082535,
     "m": 1.0
    },
    {
     "p": 0.04289857670664787,
     "m": 1.0
    },
    {
     "p": 0.04796358570456505,
     "m": 1.0
    },
    {
     "p": 0.07802540808916092,
     "m": 1.0
    },
    {
     "p": 0.07788312435150146,
     "m": 1.0
    },
    {
     "p": 0.07913541793823242,
     "m": 1.0
    },
    {
     "p": 0.08461344242095947,
     "m": 1.0
    },
    {
     "p": 0.08247010409832001,
     "m": 1.0
    },
    {
     "p": 0.07207544893026352,
     "m": 1.0
    },
    {
     "p": 0.08075463771820068,
     "m": 1.0
    },
    {
     "p": 0.07931604981422424,
     "m": 1.0
    },
    {
     "p": 0.07425981014966965,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.1140520572662354,
   "val_loss": 0.8285695314407349,
   "acc": 69.18,
   "time": 89.25671233003959,
   "param": [
    {
     "p": 0.11112803965806961,
     "m": 1.0
    },
    {
     "p": 0.050561290234327316,
     "m": 1.0
    },
    {
     "p": 0.1014772355556488,
     "m": 1.0
    },
    {
     "p": 0.002951583359390497,
     "m": 1.0
    },
    {
     "p": 0.03867214918136597,
     "m": 1.0
    },
    {
     "p": 0.0815742239356041,
     "m": 1.0
    },
    {
     "p": 0.07070205360651016,
     "m": 1.0
    },
    {
     "p": 0.0800970047712326,
     "m": 1.0
    },
    {
     "p": 0.06520578265190125,
     "m": 1.0
    },
    {
     "p": 0.07578077912330627,
     "m": 1.0
    },
    {
     "p": 0.08780255913734436,
     "m": 1.0
    },
    {
     "p": 0.08521100878715515,
     "m": 1.0
    },
    {
     "p": 0.07597990334033966,
     "m": 1.0
    },
    {
     "p": 0.07285633683204651,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.0420583486557007,
   "val_loss": 1.0314139127731323,
   "acc": 68.15,
   "time": 91.0936629078351,
   "param": [
    {
     "p": 0.08718197792768478,
     "m": 1.0
    },
    {
     "p": 0.03876238316297531,
     "m": 1.0
    },
    {
     "p": 0.07679376006126404,
     "m": 1.0
    },
    {
     "p": 0.05860734358429909,
     "m": 1.0
    },
    {
     "p": 0.0665782168507576,
     "m": 1.0
    },
    {
     "p": 0.08046729862689972,
     "m": 1.0
    },
    {
     "p": 0.05729466676712036,
     "m": 1.0
    },
    {
     "p": 0.06531369686126709,
     "m": 1.0
    },
    {
     "p": 0.082903191447258,
     "m": 1.0
    },
    {
     "p": 0.08148092031478882,
     "m": 1.0
    },
    {
     "p": 0.08523683995008469,
     "m": 1.0
    },
    {
     "p": 0.07807821035385132,
     "m": 1.0
    },
    {
     "p": 0.07778435200452805,
     "m": 1.0
    },
    {
     "p": 0.06351711601018906,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.1034605503082275,
   "val_loss": 0.8001483082771301,
   "acc": 68.64,
   "time": 99.64364158711396,
   "param": [
    {
     "p": 0.08592750877141953,
     "m": 1.0
    },
    {
     "p": 0.050418008118867874,
     "m": 1.0
    },
    {
     "p": 0.07766418904066086,
     "m": 1.0
    },
    {
     "p": 0.06435040384531021,
     "m": 1.0
    },
    {
     "p": 0.07545779645442963,
     "m": 1.0
    },
    {
     "p": 0.06299329549074173,
     "m": 1.0
    },
    {
     "p": 0.07186529785394669,
     "m": 1.0
    },
    {
     "p": 0.0803520530462265,
     "m": 1.0
    },
    {
     "p": 0.06728996336460114,
     "m": 1.0
    },
    {
     "p": 0.06672278791666031,
     "m": 1.0
    },
    {
     "p": 0.07241462916135788,
     "m": 1.0
    },
    {
     "p": 0.07525572180747986,
     "m": 1.0
    },
    {
     "p": 0.08324598520994186,
     "m": 1.0
    },
    {
     "p": 0.06604235619306564,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.0007026195526123,
   "val_loss": 0.9314751029014587,
   "acc": 68.63,
   "time": 91.51672503212467,
   "param": [
    {
     "p": 0.10228379815816879,
     "m": 1.0
    },
    {
     "p": 0.046319954097270966,
     "m": 1.0
    },
    {
     "p": 0.06326805800199509,
     "m": 1.0
    },
    {
     "p": 0.05131218209862709,
     "m": 1.0
    },
    {
     "p": 0.03832153603434563,
     "m": 1.0
    },
    {
     "p": 0.05533107742667198,
     "m": 1.0
    },
    {
     "p": 0.09943164885044098,
     "m": 1.0
    },
    {
     "p": 0.0591508224606514,
     "m": 1.0
    },
    {
     "p": 0.08507294207811356,
     "m": 1.0
    },
    {
     "p": 0.07633308321237564,
     "m": 1.0
    },
    {
     "p": 0.06007365137338638,
     "m": 1.0
    },
    {
     "p": 0.07858960330486298,
     "m": 1.0
    },
    {
     "p": 0.10411103814840317,
     "m": 1.0
    },
    {
     "p": 0.08040058612823486,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.0484898090362549,
   "val_loss": 0.9334361553192139,
   "acc": 67.19,
   "time": 109.21339196013287,
   "param": [
    {
     "p": 0.07448733597993851,
     "m": 1.0
    },
    {
     "p": 0.05034646391868591,
     "m": 1.0
    },
    {
     "p": 0.09645283967256546,
     "m": 1.0
    },
    {
     "p": 0.06178245320916176,
     "m": 1.0
    },
    {
     "p": 0.08223432302474976,
     "m": 1.0
    },
    {
     "p": 0.07012288272380829,
     "m": 1.0
    },
    {
     "p": 0.07167141884565353,
     "m": 1.0
    },
    {
     "p": 0.07860121876001358,
     "m": 1.0
    },
    {
     "p": 0.06107313930988312,
     "m": 1.0
    },
    {
     "p": 0.06846053898334503,
     "m": 1.0
    },
    {
     "p": 0.07800428569316864,
     "m": 1.0
    },
    {
     "p": 0.07468938827514648,
     "m": 1.0
    },
    {
     "p": 0.0821414664387703,
     "m": 1.0
    },
    {
     "p": 0.04993227496743202,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.0282055139541626,
   "val_loss": 1.030598521232605,
   "acc": 67.6,
   "time": 92.89745915890671,
   "param": [
    {
     "p": 0.07686188071966171,
     "m": 1.0
    },
    {
     "p": 0.062325336039066315,
     "m": 1.0
    },
    {
     "p": 0.08030585199594498,
     "m": 1.0
    },
    {
     "p": 0.06165971979498863,
     "m": 1.0
    },
    {
     "p": 0.057082027196884155,
     "m": 1.0
    },
    {
     "p": 0.06860287487506866,
     "m": 1.0
    },
    {
     "p": 0.05606996268033981,
     "m": 1.0
    },
    {
     "p": 0.06812340021133423,
     "m": 1.0
    },
    {
     "p": 0.07951328903436661,
     "m": 1.0
    },
    {
     "p": 0.07562857121229172,
     "m": 1.0
    },
    {
     "p": 0.07597748935222626,
     "m": 1.0
    },
    {
     "p": 0.06629975885152817,
     "m": 1.0
    },
    {
     "p": 0.0969352275133133,
     "m": 1.0
    },
    {
     "p": 0.07461463660001755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.9792214632034302,
   "val_loss": 0.838469922542572,
   "acc": 68.51,
   "time": 97.28067759191617,
   "param": [
    {
     "p": 0.08145945519208908,
     "m": 1.0
    },
    {
     "p": 0.04204513505101204,
     "m": 1.0
    },
    {
     "p": 0.09119393676519394,
     "m": 1.0
    },
    {
     "p": 0.05964862182736397,
     "m": 1.0
    },
    {
     "p": 0.051022112369537354,
     "m": 1.0
    },
    {
     "p": 0.05993206426501274,
     "m": 1.0
    },
    {
     "p": 0.07598210126161575,
     "m": 1.0
    },
    {
     "p": 0.07125642895698547,
     "m": 1.0
    },
    {
     "p": 0.08430968970060349,
     "m": 1.0
    },
    {
     "p": 0.0847059041261673,
     "m": 1.0
    },
    {
     "p": 0.08233857899904251,
     "m": 1.0
    },
    {
     "p": 0.06829588860273361,
     "m": 1.0
    },
    {
     "p": 0.062857486307621,
     "m": 1.0
    },
    {
     "p": 0.08495264500379562,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.2342514991760254,
   "val_loss": 0.7742316126823425,
   "acc": 68.11,
   "time": 90.94675296894275,
   "param": [
    {
     "p": 0.09050136059522629,
     "m": 1.0
    },
    {
     "p": 0.05659102275967598,
     "m": 1.0
    },
    {
     "p": 0.06819738447666168,
     "m": 1.0
    },
    {
     "p": 0.07851982116699219,
     "m": 1.0
    },
    {
     "p": 0.041363753378391266,
     "m": 1.0
    },
    {
     "p": 0.0641309916973114,
     "m": 1.0
    },
    {
     "p": 0.10048744082450867,
     "m": 1.0
    },
    {
     "p": 0.07690615206956863,
     "m": 1.0
    },
    {
     "p": 0.07734254002571106,
     "m": 1.0
    },
    {
     "p": 0.05712432786822319,
     "m": 1.0
    },
    {
     "p": 0.07460467517375946,
     "m": 1.0
    },
    {
     "p": 0.09581169486045837,
     "m": 1.0
    },
    {
     "p": 0.05597173050045967,
     "m": 1.0
    },
    {
     "p": 0.062447208911180496,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.9787908792495728,
   "val_loss": 0.984495222568512,
   "acc": 69.59,
   "time": 90.11035452689976,
   "param": [
    {
     "p": 0.09269054234027863,
     "m": 1.0
    },
    {
     "p": 0.040608540177345276,
     "m": 1.0
    },
    {
     "p": 0.09230537712574005,
     "m": 1.0
    },
    {
     "p": 0.040934450924396515,
     "m": 1.0
    },
    {
     "p": 0.06082945317029953,
     "m": 1.0
    },
    {
     "p": 0.04176377132534981,
     "m": 1.0
    },
    {
     "p": 0.08392204344272614,
     "m": 1.0
    },
    {
     "p": 0.07315721362829208,
     "m": 1.0
    },
    {
     "p": 0.0631101205945015,
     "m": 1.0
    },
    {
     "p": 0.09934720396995544,
     "m": 1.0
    },
    {
     "p": 0.0798024907708168,
     "m": 1.0
    },
    {
     "p": 0.07991495728492737,
     "m": 1.0
    },
    {
     "p": 0.08788474649190903,
     "m": 1.0
    },
    {
     "p": 0.06372906267642975,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.9405632615089417,
   "val_loss": 0.7952163219451904,
   "acc": 69.94,
   "time": 101.63554038386792,
   "param": [
    {
     "p": 0.08903202414512634,
     "m": 1.0
    },
    {
     "p": 0.07092824578285217,
     "m": 1.0
    },
    {
     "p": 0.075338214635849,
     "m": 1.0
    },
    {
     "p": 0.05138152837753296,
     "m": 1.0
    },
    {
     "p": 0.0587969534099102,
     "m": 1.0
    },
    {
     "p": 0.0814603865146637,
     "m": 1.0
    },
    {
     "p": 0.0625496506690979,
     "m": 1.0
    },
    {
     "p": 0.07977564632892609,
     "m": 1.0
    },
    {
     "p": 0.0738711804151535,
     "m": 1.0
    },
    {
     "p": 0.06476479023694992,
     "m": 1.0
    },
    {
     "p": 0.07583098858594894,
     "m": 1.0
    },
    {
     "p": 0.09005746990442276,
     "m": 1.0
    },
    {
     "p": 0.0648094043135643,
     "m": 1.0
    },
    {
     "p": 0.06140349060297012,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.9442948698997498,
   "val_loss": 0.9023866057395935,
   "acc": 69.41,
   "time": 104.9698313830886,
   "param": [
    {
     "p": 0.08099198341369629,
     "m": 1.0
    },
    {
     "p": 0.04995620995759964,
     "m": 1.0
    },
    {
     "p": 0.07538464665412903,
     "m": 1.0
    },
    {
     "p": 0.06211378425359726,
     "m": 1.0
    },
    {
     "p": 0.05430154129862785,
     "m": 1.0
    },
    {
     "p": 0.07315272837877274,
     "m": 1.0
    },
    {
     "p": 0.07249236851930618,
     "m": 1.0
    },
    {
     "p": 0.0685301423072815,
     "m": 1.0
    },
    {
     "p": 0.07129668444395065,
     "m": 1.0
    },
    {
     "p": 0.05951061472296715,
     "m": 1.0
    },
    {
     "p": 0.09799263626337051,
     "m": 1.0
    },
    {
     "p": 0.04531756043434143,
     "m": 1.0
    },
    {
     "p": 0.1135106161236763,
     "m": 1.0
    },
    {
     "p": 0.07544853538274765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.1143841743469238,
   "val_loss": 0.9461802244186401,
   "acc": 70.71,
   "time": 90.58071894501336,
   "param": [
    {
     "p": 0.08633089065551758,
     "m": 1.0
    },
    {
     "p": 0.03719247877597809,
     "m": 1.0
    },
    {
     "p": 0.06983637809753418,
     "m": 1.0
    },
    {
     "p": 0.05549130216240883,
     "m": 1.0
    },
    {
     "p": 0.06790411472320557,
     "m": 1.0
    },
    {
     "p": 0.07310637086629868,
     "m": 1.0
    },
    {
     "p": 0.07399345189332962,
     "m": 1.0
    },
    {
     "p": 0.06609294563531876,
     "m": 1.0
    },
    {
     "p": 0.08372986316680908,
     "m": 1.0
    },
    {
     "p": 0.05771757662296295,
     "m": 1.0
    },
    {
     "p": 0.08998864144086838,
     "m": 1.0
    },
    {
     "p": 0.07890192419290543,
     "m": 1.0
    },
    {
     "p": 0.08408309519290924,
     "m": 1.0
    },
    {
     "p": 0.07563099265098572,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.0900969505310059,
   "val_loss": 0.8766589164733887,
   "acc": 69.2,
   "time": 90.30074397893623,
   "param": [
    {
     "p": 0.09779038280248642,
     "m": 1.0
    },
    {
     "p": 0.07817481458187103,
     "m": 1.0
    },
    {
     "p": 0.06296198815107346,
     "m": 1.0
    },
    {
     "p": 0.03239784762263298,
     "m": 1.0
    },
    {
     "p": 0.06365451961755753,
     "m": 1.0
    },
    {
     "p": 0.055087920278310776,
     "m": 1.0
    },
    {
     "p": 0.08464769273996353,
     "m": 1.0
    },
    {
     "p": 0.07561937719583511,
     "m": 1.0
    },
    {
     "p": 0.0786672979593277,
     "m": 1.0
    },
    {
     "p": 0.07609862834215164,
     "m": 1.0
    },
    {
     "p": 0.08008957654237747,
     "m": 1.0
    },
    {
     "p": 0.0808790996670723,
     "m": 1.0
    },
    {
     "p": 0.059560008347034454,
     "m": 1.0
    },
    {
     "p": 0.07437082380056381,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.8777827024459839,
   "val_loss": 0.9347016215324402,
   "acc": 69.39,
   "time": 97.9662684740033,
   "param": [
    {
     "p": 0.07538232952356339,
     "m": 1.0
    },
    {
     "p": 0.06929365545511246,
     "m": 1.0
    },
    {
     "p": 0.0656055137515068,
     "m": 1.0
    },
    {
     "p": 0.061744339764118195,
     "m": 1.0
    },
    {
     "p": 0.062005698680877686,
     "m": 1.0
    },
    {
     "p": 0.0661781057715416,
     "m": 1.0
    },
    {
     "p": 0.05945166200399399,
     "m": 1.0
    },
    {
     "p": 0.06940855830907822,
     "m": 1.0
    },
    {
     "p": 0.09179326891899109,
     "m": 1.0
    },
    {
     "p": 0.0749659314751625,
     "m": 1.0
    },
    {
     "p": 0.07268615812063217,
     "m": 1.0
    },
    {
     "p": 0.07593481987714767,
     "m": 1.0
    },
    {
     "p": 0.09373790770769119,
     "m": 1.0
    },
    {
     "p": 0.06181209161877632,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.072774887084961,
   "val_loss": 0.9199369549751282,
   "acc": 70.36,
   "time": 99.27542356983759,
   "param": [
    {
     "p": 0.10673144459724426,
     "m": 1.0
    },
    {
     "p": 0.052620962262153625,
     "m": 1.0
    },
    {
     "p": 0.08125997334718704,
     "m": 1.0
    },
    {
     "p": 0.0714850202202797,
     "m": 1.0
    },
    {
     "p": 0.06540004163980484,
     "m": 1.0
    },
    {
     "p": 0.06956059485673904,
     "m": 1.0
    },
    {
     "p": 0.08910916745662689,
     "m": 1.0
    },
    {
     "p": 0.06956925243139267,
     "m": 1.0
    },
    {
     "p": 0.07531850785017014,
     "m": 1.0
    },
    {
     "p": 0.056113310158252716,
     "m": 1.0
    },
    {
     "p": 0.059782225638628006,
     "m": 1.0
    },
    {
     "p": 0.06572706252336502,
     "m": 1.0
    },
    {
     "p": 0.07025674730539322,
     "m": 1.0
    },
    {
     "p": 0.06706571578979492,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.044217824935913,
   "val_loss": 0.870940625667572,
   "acc": 70.14,
   "time": 90.20618504309095,
   "param": [
    {
     "p": 0.0801042839884758,
     "m": 1.0
    },
    {
     "p": 0.0586966946721077,
     "m": 1.0
    },
    {
     "p": 0.0933557078242302,
     "m": 1.0
    },
    {
     "p": 0.042803604155778885,
     "m": 1.0
    },
    {
     "p": 0.06181425601243973,
     "m": 1.0
    },
    {
     "p": 0.06616959720849991,
     "m": 1.0
    },
    {
     "p": 0.07067152112722397,
     "m": 1.0
    },
    {
     "p": 0.07697387784719467,
     "m": 1.0
    },
    {
     "p": 0.07065734267234802,
     "m": 1.0
    },
    {
     "p": 0.08279570937156677,
     "m": 1.0
    },
    {
     "p": 0.06768276542425156,
     "m": 1.0
    },
    {
     "p": 0.07785484939813614,
     "m": 1.0
    },
    {
     "p": 0.09166333824396133,
     "m": 1.0
    },
    {
     "p": 0.05875645577907562,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.048250436782837,
   "val_loss": 0.9372570514678955,
   "acc": 69.96,
   "time": 92.53230504598469,
   "param": [
    {
     "p": 0.07907133549451828,
     "m": 1.0
    },
    {
     "p": 0.044778283685445786,
     "m": 1.0
    },
    {
     "p": 0.08148885518312454,
     "m": 1.0
    },
    {
     "p": 0.04678412154316902,
     "m": 1.0
    },
    {
     "p": 0.06850794702768326,
     "m": 1.0
    },
    {
     "p": 0.07336627691984177,
     "m": 1.0
    },
    {
     "p": 0.04788520187139511,
     "m": 1.0
    },
    {
     "p": 0.0939028263092041,
     "m": 1.0
    },
    {
     "p": 0.07730270177125931,
     "m": 1.0
    },
    {
     "p": 0.05884231626987457,
     "m": 1.0
    },
    {
     "p": 0.07777315378189087,
     "m": 1.0
    },
    {
     "p": 0.07480570673942566,
     "m": 1.0
    },
    {
     "p": 0.09373706579208374,
     "m": 1.0
    },
    {
     "p": 0.0817541629076004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.8717548847198486,
   "val_loss": 0.9100315570831299,
   "acc": 70.09,
   "time": 104.43401432805695,
   "param": [
    {
     "p": 0.07862287759780884,
     "m": 1.0
    },
    {
     "p": 0.03721356391906738,
     "m": 1.0
    },
    {
     "p": 0.07712136209011078,
     "m": 1.0
    },
    {
     "p": 0.061414942145347595,
     "m": 1.0
    },
    {
     "p": 0.023981699720025063,
     "m": 1.0
    },
    {
     "p": 0.0679096132516861,
     "m": 1.0
    },
    {
     "p": 0.05494265258312225,
     "m": 1.0
    },
    {
     "p": 0.04776907339692116,
     "m": 1.0
    },
    {
     "p": 0.07474581152200699,
     "m": 1.0
    },
    {
     "p": 0.10601634532213211,
     "m": 1.0
    },
    {
     "p": 0.09957364946603775,
     "m": 1.0
    },
    {
     "p": 0.09367704391479492,
     "m": 1.0
    },
    {
     "p": 0.09439192712306976,
     "m": 1.0
    },
    {
     "p": 0.08261952549219131,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.0191292762756348,
   "val_loss": 0.8201446533203125,
   "acc": 68.88,
   "time": 90.69055625400506,
   "param": [
    {
     "p": 0.06355524063110352,
     "m": 1.0
    },
    {
     "p": 0.08737281709909439,
     "m": 1.0
    },
    {
     "p": 0.07066480070352554,
     "m": 1.0
    },
    {
     "p": 0.07303214818239212,
     "m": 1.0
    },
    {
     "p": 0.0460989810526371,
     "m": 1.0
    },
    {
     "p": 0.059873588383197784,
     "m": 1.0
    },
    {
     "p": 0.08089084923267365,
     "m": 1.0
    },
    {
     "p": 0.08806679397821426,
     "m": 1.0
    },
    {
     "p": 0.07225612550973892,
     "m": 1.0
    },
    {
     "p": 0.07604554295539856,
     "m": 1.0
    },
    {
     "p": 0.05338781327009201,
     "m": 1.0
    },
    {
     "p": 0.08704937994480133,
     "m": 1.0
    },
    {
     "p": 0.06945362687110901,
     "m": 1.0
    },
    {
     "p": 0.07225226610898972,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.9263648986816406,
   "val_loss": 0.7649967670440674,
   "acc": 70.76,
   "time": 90.97838394506834,
   "param": [
    {
     "p": 0.08210301399230957,
     "m": 1.0
    },
    {
     "p": 0.04541536048054695,
     "m": 1.0
    },
    {
     "p": 0.1008133590221405,
     "m": 1.0
    },
    {
     "p": 0.0502435602247715,
     "m": 1.0
    },
    {
     "p": 0.07090950012207031,
     "m": 1.0
    },
    {
     "p": 0.07239113003015518,
     "m": 1.0
    },
    {
     "p": 0.08037697523832321,
     "m": 1.0
    },
    {
     "p": 0.0736338272690773,
     "m": 1.0
    },
    {
     "p": 0.05192139744758606,
     "m": 1.0
    },
    {
     "p": 0.0670597180724144,
     "m": 1.0
    },
    {
     "p": 0.09313897788524628,
     "m": 1.0
    },
    {
     "p": 0.10084104537963867,
     "m": 1.0
    },
    {
     "p": 0.06104344129562378,
     "m": 1.0
    },
    {
     "p": 0.05010877922177315,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.9851953387260437,
   "val_loss": 0.8871303200721741,
   "acc": 68.34,
   "time": 94.25978118390776,
   "param": [
    {
     "p": 0.09079770743846893,
     "m": 1.0
    },
    {
     "p": 0.06139764562249184,
     "m": 1.0
    },
    {
     "p": 0.07719731330871582,
     "m": 1.0
    },
    {
     "p": 0.029815688729286194,
     "m": 1.0
    },
    {
     "p": 0.08341513574123383,
     "m": 1.0
    },
    {
     "p": 0.0563049279153347,
     "m": 1.0
    },
    {
     "p": 0.06786142289638519,
     "m": 1.0
    },
    {
     "p": 0.058867860585451126,
     "m": 1.0
    },
    {
     "p": 0.06060980632901192,
     "m": 1.0
    },
    {
     "p": 0.07687859982252121,
     "m": 1.0
    },
    {
     "p": 0.09586840122938156,
     "m": 1.0
    },
    {
     "p": 0.07710595428943634,
     "m": 1.0
    },
    {
     "p": 0.10089753568172455,
     "m": 1.0
    },
    {
     "p": 0.0629819929599762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.0690581798553467,
   "val_loss": 0.8842046856880188,
   "acc": 70.06,
   "time": 91.03889414877631,
   "param": [
    {
     "p": 0.07098391652107239,
     "m": 1.0
    },
    {
     "p": 0.042931683361530304,
     "m": 1.0
    },
    {
     "p": 0.08031754940748215,
     "m": 1.0
    },
    {
     "p": 0.06719796359539032,
     "m": 1.0
    },
    {
     "p": 0.05207500979304314,
     "m": 1.0
    },
    {
     "p": 0.08335553109645844,
     "m": 1.0
    },
    {
     "p": 0.05663527175784111,
     "m": 1.0
    },
    {
     "p": 0.10413437336683273,
     "m": 1.0
    },
    {
     "p": 0.09066008031368256,
     "m": 1.0
    },
    {
     "p": 0.050651609897613525,
     "m": 1.0
    },
    {
     "p": 0.08243558555841446,
     "m": 1.0
    },
    {
     "p": 0.05595991760492325,
     "m": 1.0
    },
    {
     "p": 0.10209900140762329,
     "m": 1.0
    },
    {
     "p": 0.06056241691112518,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.8951432704925537,
   "val_loss": 0.9287052154541016,
   "acc": 69.76,
   "time": 100.55268680304289,
   "param": [
    {
     "p": 0.07096096128225327,
     "m": 1.0
    },
    {
     "p": 0.06873440742492676,
     "m": 1.0
    },
    {
     "p": 0.05794355645775795,
     "m": 1.0
    },
    {
     "p": 0.06737639755010605,
     "m": 1.0
    },
    {
     "p": 0.04521629586815834,
     "m": 1.0
    },
    {
     "p": 0.10028861463069916,
     "m": 1.0
    },
    {
     "p": 0.050912756472826004,
     "m": 1.0
    },
    {
     "p": 0.06549656391143799,
     "m": 1.0
    },
    {
     "p": 0.05284292623400688,
     "m": 1.0
    },
    {
     "p": 0.07942108809947968,
     "m": 1.0
    },
    {
     "p": 0.08752145618200302,
     "m": 1.0
    },
    {
     "p": 0.08072152733802795,
     "m": 1.0
    },
    {
     "p": 0.08546029031276703,
     "m": 1.0
    },
    {
     "p": 0.0871032178401947,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.1017322540283203,
   "val_loss": 0.8473008871078491,
   "acc": 71.0,
   "time": 94.50668084411882,
   "param": [
    {
     "p": 0.049116216599941254,
     "m": 1.0
    },
    {
     "p": 0.07444458454847336,
     "m": 1.0
    },
    {
     "p": 0.07970311492681503,
     "m": 1.0
    },
    {
     "p": 0.05945210158824921,
     "m": 1.0
    },
    {
     "p": 0.0474541075527668,
     "m": 1.0
    },
    {
     "p": 0.05860161781311035,
     "m": 1.0
    },
    {
     "p": 0.0711919516324997,
     "m": 1.0
    },
    {
     "p": 0.07862865179777145,
     "m": 1.0
    },
    {
     "p": 0.07107347995042801,
     "m": 1.0
    },
    {
     "p": 0.0918416902422905,
     "m": 1.0
    },
    {
     "p": 0.07529418915510178,
     "m": 1.0
    },
    {
     "p": 0.08030786365270615,
     "m": 1.0
    },
    {
     "p": 0.10180521011352539,
     "m": 1.0
    },
    {
     "p": 0.06108527630567551,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.0814473628997803,
   "val_loss": 0.8189148306846619,
   "acc": 70.71,
   "time": 91.15045575308613,
   "param": [
    {
     "p": 0.0915704220533371,
     "m": 1.0
    },
    {
     "p": 0.0443139486014843,
     "m": 1.0
    },
    {
     "p": 0.08767545968294144,
     "m": 1.0
    },
    {
     "p": 0.06767244637012482,
     "m": 1.0
    },
    {
     "p": 0.0634622573852539,
     "m": 1.0
    },
    {
     "p": 0.0742526650428772,
     "m": 1.0
    },
    {
     "p": 0.06593722105026245,
     "m": 1.0
    },
    {
     "p": 0.045129552483558655,
     "m": 1.0
    },
    {
     "p": 0.0867127999663353,
     "m": 1.0
    },
    {
     "p": 0.07167477905750275,
     "m": 1.0
    },
    {
     "p": 0.0790582224726677,
     "m": 1.0
    },
    {
     "p": 0.08647017180919647,
     "m": 1.0
    },
    {
     "p": 0.08164781332015991,
     "m": 1.0
    },
    {
     "p": 0.054422080516815186,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.9344967603683472,
   "val_loss": 0.7716127038002014,
   "acc": 71.62,
   "time": 95.13334520114586,
   "param": [
    {
     "p": 0.06446840614080429,
     "m": 1.0
    },
    {
     "p": 0.0393897220492363,
     "m": 1.0
    },
    {
     "p": 0.08337314426898956,
     "m": 1.0
    },
    {
     "p": 0.05027780681848526,
     "m": 1.0
    },
    {
     "p": 0.08678529411554337,
     "m": 1.0
    },
    {
     "p": 0.06827033311128616,
     "m": 1.0
    },
    {
     "p": 0.06298025697469711,
     "m": 1.0
    },
    {
     "p": 0.07105661928653717,
     "m": 1.0
    },
    {
     "p": 0.08070605248212814,
     "m": 1.0
    },
    {
     "p": 0.07853163778781891,
     "m": 1.0
    },
    {
     "p": 0.09444770216941833,
     "m": 1.0
    },
    {
     "p": 0.07802724838256836,
     "m": 1.0
    },
    {
     "p": 0.07040442526340485,
     "m": 1.0
    },
    {
     "p": 0.07128140330314636,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.0578185319900513,
   "val_loss": 0.9053987860679626,
   "acc": 70.29,
   "time": 90.50549777899869,
   "param": [
    {
     "p": 0.09154030680656433,
     "m": 1.0
    },
    {
     "p": 0.0586201474070549,
     "m": 1.0
    },
    {
     "p": 0.059570807963609695,
     "m": 1.0
    },
    {
     "p": 0.04686165228486061,
     "m": 1.0
    },
    {
     "p": 0.05482729896903038,
     "m": 1.0
    },
    {
     "p": 0.07003641873598099,
     "m": 1.0
    },
    {
     "p": 0.09165535867214203,
     "m": 1.0
    },
    {
     "p": 0.06294667720794678,
     "m": 1.0
    },
    {
     "p": 0.11289799958467484,
     "m": 1.0
    },
    {
     "p": 0.061396703124046326,
     "m": 1.0
    },
    {
     "p": 0.08121513575315475,
     "m": 1.0
    },
    {
     "p": 0.08750340342521667,
     "m": 1.0
    },
    {
     "p": 0.06174546852707863,
     "m": 1.0
    },
    {
     "p": 0.05918262153863907,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.8634477257728577,
   "val_loss": 0.857660710811615,
   "acc": 71.07,
   "time": 108.12232474097982,
   "param": [
    {
     "p": 0.07884238660335541,
     "m": 1.0
    },
    {
     "p": 0.03698625788092613,
     "m": 1.0
    },
    {
     "p": 0.07249937951564789,
     "m": 1.0
    },
    {
     "p": 0.03726722300052643,
     "m": 1.0
    },
    {
     "p": 0.05654240772128105,
     "m": 1.0
    },
    {
     "p": 0.08011613041162491,
     "m": 1.0
    },
    {
     "p": 0.05262943357229233,
     "m": 1.0
    },
    {
     "p": 0.051290206611156464,
     "m": 1.0
    },
    {
     "p": 0.0929952934384346,
     "m": 1.0
    },
    {
     "p": 0.10002375394105911,
     "m": 1.0
    },
    {
     "p": 0.08368834853172302,
     "m": 1.0
    },
    {
     "p": 0.0896213948726654,
     "m": 1.0
    },
    {
     "p": 0.11978626996278763,
     "m": 1.0
    },
    {
     "p": 0.047711487859487534,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.1044902801513672,
   "val_loss": 0.8384203910827637,
   "acc": 72.04,
   "time": 110.19835963705555,
   "param": [
    {
     "p": 0.09202385693788528,
     "m": 1.0
    },
    {
     "p": 0.04569504037499428,
     "m": 1.0
    },
    {
     "p": 0.0721854716539383,
     "m": 1.0
    },
    {
     "p": 0.04897339642047882,
     "m": 1.0
    },
    {
     "p": 0.058415431529283524,
     "m": 1.0
    },
    {
     "p": 0.07485413551330566,
     "m": 1.0
    },
    {
     "p": 0.07660745084285736,
     "m": 1.0
    },
    {
     "p": 0.07190588861703873,
     "m": 1.0
    },
    {
     "p": 0.07286539673805237,
     "m": 1.0
    },
    {
     "p": 0.07702922821044922,
     "m": 1.0
    },
    {
     "p": 0.055205438286066055,
     "m": 1.0
    },
    {
     "p": 0.0896521583199501,
     "m": 1.0
    },
    {
     "p": 0.085475392639637,
     "m": 1.0
    },
    {
     "p": 0.07911171764135361,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.8971335887908936,
   "val_loss": 0.7139915823936462,
   "acc": 72.09,
   "time": 113.08854183508083,
   "param": [
    {
     "p": 0.08033722639083862,
     "m": 1.0
    },
    {
     "p": 0.020951081067323685,
     "m": 1.0
    },
    {
     "p": 0.08948671072721481,
     "m": 1.0
    },
    {
     "p": 0.08454117923974991,
     "m": 1.0
    },
    {
     "p": 0.034422583878040314,
     "m": 1.0
    },
    {
     "p": 0.08448968082666397,
     "m": 1.0
    },
    {
     "p": 0.07907982915639877,
     "m": 1.0
    },
    {
     "p": 0.08469603955745697,
     "m": 1.0
    },
    {
     "p": 0.09110186249017715,
     "m": 1.0
    },
    {
     "p": 0.04076104611158371,
     "m": 1.0
    },
    {
     "p": 0.059095896780490875,
     "m": 1.0
    },
    {
     "p": 0.07522174715995789,
     "m": 1.0
    },
    {
     "p": 0.108814537525177,
     "m": 1.0
    },
    {
     "p": 0.06700058281421661,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.035709023475647,
   "val_loss": 0.840722918510437,
   "acc": 71.22,
   "time": 92.10115119302645,
   "param": [
    {
     "p": 0.08892969787120819,
     "m": 1.0
    },
    {
     "p": 0.061742153018713,
     "m": 1.0
    },
    {
     "p": 0.07054195553064346,
     "m": 1.0
    },
    {
     "p": 0.06347261369228363,
     "m": 1.0
    },
    {
     "p": 0.050744667649269104,
     "m": 1.0
    },
    {
     "p": 0.05597631260752678,
     "m": 1.0
    },
    {
     "p": 0.06087436527013779,
     "m": 1.0
    },
    {
     "p": 0.06575345247983932,
     "m": 1.0
    },
    {
     "p": 0.0831437036395073,
     "m": 1.0
    },
    {
     "p": 0.08518784493207932,
     "m": 1.0
    },
    {
     "p": 0.07289761304855347,
     "m": 1.0
    },
    {
     "p": 0.07170615345239639,
     "m": 1.0
    },
    {
     "p": 0.09410692751407623,
     "m": 1.0
    },
    {
     "p": 0.07492265850305557,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.0133761167526245,
   "val_loss": 0.9320740699768066,
   "acc": 71.51,
   "time": 92.88130072201602,
   "param": [
    {
     "p": 0.06007030978798866,
     "m": 1.0
    },
    {
     "p": 0.06833630800247192,
     "m": 1.0
    },
    {
     "p": 0.05901586636900902,
     "m": 1.0
    },
    {
     "p": 0.04058588296175003,
     "m": 1.0
    },
    {
     "p": 0.06299740076065063,
     "m": 1.0
    },
    {
     "p": 0.0764109417796135,
     "m": 1.0
    },
    {
     "p": 0.049330953508615494,
     "m": 1.0
    },
    {
     "p": 0.06714998930692673,
     "m": 1.0
    },
    {
     "p": 0.1093066930770874,
     "m": 1.0
    },
    {
     "p": 0.05416220799088478,
     "m": 1.0
    },
    {
     "p": 0.09067945182323456,
     "m": 1.0
    },
    {
     "p": 0.07807164639234543,
     "m": 1.0
    },
    {
     "p": 0.1012020856142044,
     "m": 1.0
    },
    {
     "p": 0.08268025517463684,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.8711249232292175,
   "val_loss": 0.843897819519043,
   "acc": 71.85,
   "time": 94.44598216703162,
   "param": [
    {
     "p": 0.08586013317108154,
     "m": 1.0
    },
    {
     "p": 0.08182740211486816,
     "m": 1.0
    },
    {
     "p": 0.07416995614767075,
     "m": 1.0
    },
    {
     "p": 0.054160818457603455,
     "m": 1.0
    },
    {
     "p": 0.08176879584789276,
     "m": 1.0
    },
    {
     "p": 0.05894877761602402,
     "m": 1.0
    },
    {
     "p": 0.048258665949106216,
     "m": 1.0
    },
    {
     "p": 0.10159752517938614,
     "m": 1.0
    },
    {
     "p": 0.06424863636493683,
     "m": 1.0
    },
    {
     "p": 0.06539113819599152,
     "m": 1.0
    },
    {
     "p": 0.06053575500845909,
     "m": 1.0
    },
    {
     "p": 0.09345885366201401,
     "m": 1.0
    },
    {
     "p": 0.08939743787050247,
     "m": 1.0
    },
    {
     "p": 0.04037616029381752,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.8665065765380859,
   "val_loss": 0.8660501837730408,
   "acc": 70.66,
   "time": 100.98930270294659,
   "param": [
    {
     "p": 0.06046999618411064,
     "m": 1.0
    },
    {
     "p": 0.06370396912097931,
     "m": 1.0
    },
    {
     "p": 0.08173026889562607,
     "m": 1.0
    },
    {
     "p": 0.06239006668329239,
     "m": 1.0
    },
    {
     "p": 0.059322942048311234,
     "m": 1.0
    },
    {
     "p": 0.05534490570425987,
     "m": 1.0
    },
    {
     "p": 0.11117345094680786,
     "m": 1.0
    },
    {
     "p": 0.08380882441997528,
     "m": 1.0
    },
    {
     "p": 0.07616938650608063,
     "m": 1.0
    },
    {
     "p": 0.05575846508145332,
     "m": 1.0
    },
    {
     "p": 0.05615374445915222,
     "m": 1.0
    },
    {
     "p": 0.03749297931790352,
     "m": 1.0
    },
    {
     "p": 0.09890078753232956,
     "m": 1.0
    },
    {
     "p": 0.09758015722036362,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.8040391206741333,
   "val_loss": 0.8274953961372375,
   "acc": 70.58,
   "time": 115.99540268001147,
   "param": [
    {
     "p": 0.08827149868011475,
     "m": 1.0
    },
    {
     "p": 0.051650140434503555,
     "m": 1.0
    },
    {
     "p": 0.07072277367115021,
     "m": 1.0
    },
    {
     "p": 0.027940331026911736,
     "m": 1.0
    },
    {
     "p": 0.0603950135409832,
     "m": 1.0
    },
    {
     "p": 0.09189337491989136,
     "m": 1.0
    },
    {
     "p": 0.05610468611121178,
     "m": 1.0
    },
    {
     "p": 0.07907633483409882,
     "m": 1.0
    },
    {
     "p": 0.06912026554346085,
     "m": 1.0
    },
    {
     "p": 0.10277044028043747,
     "m": 1.0
    },
    {
     "p": 0.09150229394435883,
     "m": 1.0
    },
    {
     "p": 0.07508236914873123,
     "m": 1.0
    },
    {
     "p": 0.0789148360490799,
     "m": 1.0
    },
    {
     "p": 0.0565556064248085,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.8135497570037842,
   "val_loss": 0.6728676557540894,
   "acc": 70.76,
   "time": 92.30197352496907,
   "param": [
    {
     "p": 0.07063529640436172,
     "m": 1.0
    },
    {
     "p": 0.04387949779629707,
     "m": 1.0
    },
    {
     "p": 0.06299670040607452,
     "m": 1.0
    },
    {
     "p": 0.04783254489302635,
     "m": 1.0
    },
    {
     "p": 0.07608195394277573,
     "m": 1.0
    },
    {
     "p": 0.04810972511768341,
     "m": 1.0
    },
    {
     "p": 0.07759114354848862,
     "m": 1.0
    },
    {
     "p": 0.07878271490335464,
     "m": 1.0
    },
    {
     "p": 0.06465139240026474,
     "m": 1.0
    },
    {
     "p": 0.08747661858797073,
     "m": 1.0
    },
    {
     "p": 0.07880572974681854,
     "m": 1.0
    },
    {
     "p": 0.08661922812461853,
     "m": 1.0
    },
    {
     "p": 0.09200702607631683,
     "m": 1.0
    },
    {
     "p": 0.0845305472612381,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.799503743648529,
   "val_loss": 0.809086799621582,
   "acc": 71.39,
   "time": 111.92987263808027,
   "param": [
    {
     "p": 0.09662849456071854,
     "m": 1.0
    },
    {
     "p": 0.06367966532707214,
     "m": 1.0
    },
    {
     "p": 0.0794956162571907,
     "m": 1.0
    },
    {
     "p": 0.030004508793354034,
     "m": 1.0
    },
    {
     "p": 0.03242902457714081,
     "m": 1.0
    },
    {
     "p": 0.062304239720106125,
     "m": 1.0
    },
    {
     "p": 0.057626254856586456,
     "m": 1.0
    },
    {
     "p": 0.09781049191951752,
     "m": 1.0
    },
    {
     "p": 0.06143128499388695,
     "m": 1.0
    },
    {
     "p": 0.06407838314771652,
     "m": 1.0
    },
    {
     "p": 0.0832606628537178,
     "m": 1.0
    },
    {
     "p": 0.10665263235569,
     "m": 1.0
    },
    {
     "p": 0.08562418818473816,
     "m": 1.0
    },
    {
     "p": 0.07897461205720901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.8854668736457825,
   "val_loss": 0.8204396963119507,
   "acc": 71.32,
   "time": 113.35278730886057,
   "param": [
    {
     "p": 0.10459048300981522,
     "m": 1.0
    },
    {
     "p": 0.06497146934270859,
     "m": 1.0
    },
    {
     "p": 0.07911685854196548,
     "m": 1.0
    },
    {
     "p": 0.022459305822849274,
     "m": 1.0
    },
    {
     "p": 0.06815685331821442,
     "m": 1.0
    },
    {
     "p": 0.04665267467498779,
     "m": 1.0
    },
    {
     "p": 0.07399015128612518,
     "m": 1.0
    },
    {
     "p": 0.059457942843437195,
     "m": 1.0
    },
    {
     "p": 0.062364157289266586,
     "m": 1.0
    },
    {
     "p": 0.10061592608690262,
     "m": 1.0
    },
    {
     "p": 0.08157585561275482,
     "m": 1.0
    },
    {
     "p": 0.08372176438570023,
     "m": 1.0
    },
    {
     "p": 0.08778088539838791,
     "m": 1.0
    },
    {
     "p": 0.06454570591449738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.9895133972167969,
   "val_loss": 0.8358619213104248,
   "acc": 71.57,
   "time": 91.59498481010087,
   "param": [
    {
     "p": 0.09818115830421448,
     "m": 1.0
    },
    {
     "p": 0.06343580782413483,
     "m": 1.0
    },
    {
     "p": 0.0594920814037323,
     "m": 1.0
    },
    {
     "p": 0.04993334785103798,
     "m": 1.0
    },
    {
     "p": 0.08959658443927765,
     "m": 1.0
    },
    {
     "p": 0.056059159338474274,
     "m": 1.0
    },
    {
     "p": 0.06530681997537613,
     "m": 1.0
    },
    {
     "p": 0.07255513221025467,
     "m": 1.0
    },
    {
     "p": 0.0821128711104393,
     "m": 1.0
    },
    {
     "p": 0.07060598582029343,
     "m": 1.0
    },
    {
     "p": 0.06259003281593323,
     "m": 1.0
    },
    {
     "p": 0.06486283242702484,
     "m": 1.0
    },
    {
     "p": 0.08637239784002304,
     "m": 1.0
    },
    {
     "p": 0.07889581471681595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.981302797794342,
   "val_loss": 0.6613917946815491,
   "acc": 71.38,
   "time": 103.8979704589583,
   "param": [
    {
     "p": 0.10823802649974823,
     "m": 1.0
    },
    {
     "p": 0.03866223245859146,
     "m": 1.0
    },
    {
     "p": 0.07303138822317123,
     "m": 1.0
    },
    {
     "p": 0.04870908707380295,
     "m": 1.0
    },
    {
     "p": 0.0645592138171196,
     "m": 1.0
    },
    {
     "p": 0.05599702149629593,
     "m": 1.0
    },
    {
     "p": 0.08174600452184677,
     "m": 1.0
    },
    {
     "p": 0.03839678317308426,
     "m": 1.0
    },
    {
     "p": 0.0905051901936531,
     "m": 1.0
    },
    {
     "p": 0.07975415885448456,
     "m": 1.0
    },
    {
     "p": 0.06988583505153656,
     "m": 1.0
    },
    {
     "p": 0.09817877411842346,
     "m": 1.0
    },
    {
     "p": 0.12359987944364548,
     "m": 1.0
    },
    {
     "p": 0.028736421838402748,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.9554812908172607,
   "val_loss": 0.811576247215271,
   "acc": 71.03,
   "time": 89.81033265893348,
   "param": [
    {
     "p": 0.10581806302070618,
     "m": 1.0
    },
    {
     "p": 0.05520177260041237,
     "m": 1.0
    },
    {
     "p": 0.07264340668916702,
     "m": 1.0
    },
    {
     "p": 0.02536141499876976,
     "m": 1.0
    },
    {
     "p": 0.06511761248111725,
     "m": 1.0
    },
    {
     "p": 0.05470358952879906,
     "m": 1.0
    },
    {
     "p": 0.04593242332339287,
     "m": 1.0
    },
    {
     "p": 0.08667685836553574,
     "m": 1.0
    },
    {
     "p": 0.09587396681308746,
     "m": 1.0
    },
    {
     "p": 0.0722602903842926,
     "m": 1.0
    },
    {
     "p": 0.07998534291982651,
     "m": 1.0
    },
    {
     "p": 0.07980765402317047,
     "m": 1.0
    },
    {
     "p": 0.08775942772626877,
     "m": 1.0
    },
    {
     "p": 0.07285821437835693,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.9879200458526611,
   "val_loss": 0.81487637758255,
   "acc": 71.44,
   "time": 97.11099025909789,
   "param": [
    {
     "p": 0.07746231555938721,
     "m": 1.0
    },
    {
     "p": 0.027259856462478638,
     "m": 1.0
    },
    {
     "p": 0.07167023420333862,
     "m": 1.0
    },
    {
     "p": 0.045284420251846313,
     "m": 1.0
    },
    {
     "p": 0.10205332934856415,
     "m": 1.0
    },
    {
     "p": 0.06806350499391556,
     "m": 1.0
    },
    {
     "p": 0.06421451270580292,
     "m": 1.0
    },
    {
     "p": 0.06759090721607208,
     "m": 1.0
    },
    {
     "p": 0.10182349383831024,
     "m": 1.0
    },
    {
     "p": 0.07758988440036774,
     "m": 1.0
    },
    {
     "p": 0.061461061239242554,
     "m": 1.0
    },
    {
     "p": 0.10152995586395264,
     "m": 1.0
    },
    {
     "p": 0.0672735869884491,
     "m": 1.0
    },
    {
     "p": 0.0667228102684021,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.0146923065185547,
   "val_loss": 0.8640901446342468,
   "acc": 71.51,
   "time": 90.13294184301049,
   "param": [
    {
     "p": 0.09624188393354416,
     "m": 1.0
    },
    {
     "p": 0.04303364455699921,
     "m": 1.0
    },
    {
     "p": 0.09516021609306335,
     "m": 1.0
    },
    {
     "p": 0.05038292706012726,
     "m": 1.0
    },
    {
     "p": 0.059900570660829544,
     "m": 1.0
    },
    {
     "p": 0.059463221579790115,
     "m": 1.0
    },
    {
     "p": 0.0900680348277092,
     "m": 1.0
    },
    {
     "p": 0.0765884518623352,
     "m": 1.0
    },
    {
     "p": 0.06376984715461731,
     "m": 1.0
    },
    {
     "p": 0.08142431825399399,
     "m": 1.0
    },
    {
     "p": 0.07354675233364105,
     "m": 1.0
    },
    {
     "p": 0.08197343349456787,
     "m": 1.0
    },
    {
     "p": 0.080930694937706,
     "m": 1.0
    },
    {
     "p": 0.04751596227288246,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.9308732151985168,
   "val_loss": 0.7153456807136536,
   "acc": 71.71,
   "time": 90.92194999707863,
   "param": [
    {
     "p": 0.05246441811323166,
     "m": 1.0
    },
    {
     "p": 0.043370574712753296,
     "m": 1.0
    },
    {
     "p": 0.061760228127241135,
     "m": 1.0
    },
    {
     "p": 0.07732760161161423,
     "m": 1.0
    },
    {
     "p": 0.05000590160489082,
     "m": 1.0
    },
    {
     "p": 0.08063074201345444,
     "m": 1.0
    },
    {
     "p": 0.06037787348031998,
     "m": 1.0
    },
    {
     "p": 0.08035958558320999,
     "m": 1.0
    },
    {
     "p": 0.08110065013170242,
     "m": 1.0
    },
    {
     "p": 0.08408872783184052,
     "m": 1.0
    },
    {
     "p": 0.08282523602247238,
     "m": 1.0
    },
    {
     "p": 0.06646937131881714,
     "m": 1.0
    },
    {
     "p": 0.08896911144256592,
     "m": 1.0
    },
    {
     "p": 0.0902499258518219,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.0690815448760986,
   "val_loss": 0.8796579241752625,
   "acc": 72.19,
   "time": 90.5444225948304,
   "param": [
    {
     "p": 0.08229921013116837,
     "m": 1.0
    },
    {
     "p": 0.050871506333351135,
     "m": 1.0
    },
    {
     "p": 0.09348801523447037,
     "m": 1.0
    },
    {
     "p": 0.04961511492729187,
     "m": 1.0
    },
    {
     "p": 0.06278575956821442,
     "m": 1.0
    },
    {
     "p": 0.059871893376111984,
     "m": 1.0
    },
    {
     "p": 0.08710270375013351,
     "m": 1.0
    },
    {
     "p": 0.0758458599448204,
     "m": 1.0
    },
    {
     "p": 0.05699702352285385,
     "m": 1.0
    },
    {
     "p": 0.10296770185232162,
     "m": 1.0
    },
    {
     "p": 0.07570090889930725,
     "m": 1.0
    },
    {
     "p": 0.054614078253507614,
     "m": 1.0
    },
    {
     "p": 0.05578833073377609,
     "m": 1.0
    },
    {
     "p": 0.0920519083738327,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.891861081123352,
   "val_loss": 0.8486315608024597,
   "acc": 71.29,
   "time": 93.58765482809395,
   "param": [
    {
     "p": 0.09137207269668579,
     "m": 1.0
    },
    {
     "p": 0.04332069680094719,
     "m": 1.0
    },
    {
     "p": 0.086941659450531,
     "m": 1.0
    },
    {
     "p": 0.05591149255633354,
     "m": 1.0
    },
    {
     "p": 0.07576965540647507,
     "m": 1.0
    },
    {
     "p": 0.07630607485771179,
     "m": 1.0
    },
    {
     "p": 0.07772526890039444,
     "m": 1.0
    },
    {
     "p": 0.06238836422562599,
     "m": 1.0
    },
    {
     "p": 0.08399669826030731,
     "m": 1.0
    },
    {
     "p": 0.06984066218137741,
     "m": 1.0
    },
    {
     "p": 0.08415970951318741,
     "m": 1.0
    },
    {
     "p": 0.06903140246868134,
     "m": 1.0
    },
    {
     "p": 0.055376920849084854,
     "m": 1.0
    },
    {
     "p": 0.06785938143730164,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.9027358889579773,
   "val_loss": 0.7620912194252014,
   "acc": 72.43,
   "time": 96.56174433091655,
   "param": [
    {
     "p": 0.10392715036869049,
     "m": 1.0
    },
    {
     "p": 0.05518122389912605,
     "m": 1.0
    },
    {
     "p": 0.07279574871063232,
     "m": 1.0
    },
    {
     "p": 0.06513111293315887,
     "m": 1.0
    },
    {
     "p": 0.04358701407909393,
     "m": 1.0
    },
    {
     "p": 0.05732114985585213,
     "m": 1.0
    },
    {
     "p": 0.07576357573270798,
     "m": 1.0
    },
    {
     "p": 0.07561308890581131,
     "m": 1.0
    },
    {
     "p": 0.05980788543820381,
     "m": 1.0
    },
    {
     "p": 0.087302066385746,
     "m": 1.0
    },
    {
     "p": 0.0515156015753746,
     "m": 1.0
    },
    {
     "p": 0.08287755399942398,
     "m": 1.0
    },
    {
     "p": 0.08466874063014984,
     "m": 1.0
    },
    {
     "p": 0.08450812101364136,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.826985776424408,
   "val_loss": 0.9151262640953064,
   "acc": 70.91,
   "time": 90.66116926609538,
   "param": [
    {
     "p": 0.08850091695785522,
     "m": 1.0
    },
    {
     "p": 0.08233190327882767,
     "m": 1.0
    },
    {
     "p": 0.07051406055688858,
     "m": 1.0
    },
    {
     "p": 0.051587119698524475,
     "m": 1.0
    },
    {
     "p": 0.06188507750630379,
     "m": 1.0
    },
    {
     "p": 0.06916378438472748,
     "m": 1.0
    },
    {
     "p": 0.07978586852550507,
     "m": 1.0
    },
    {
     "p": 0.05711442604660988,
     "m": 1.0
    },
    {
     "p": 0.06659821420907974,
     "m": 1.0
    },
    {
     "p": 0.052606191486120224,
     "m": 1.0
    },
    {
     "p": 0.07710016518831253,
     "m": 1.0
    },
    {
     "p": 0.09316743910312653,
     "m": 1.0
    },
    {
     "p": 0.07742492854595184,
     "m": 1.0
    },
    {
     "p": 0.07221987843513489,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.8678234815597534,
   "val_loss": 0.837660014629364,
   "acc": 72.04,
   "time": 89.6354640389327,
   "param": [
    {
     "p": 0.06731163710355759,
     "m": 1.0
    },
    {
     "p": 0.043676815927028656,
     "m": 1.0
    },
    {
     "p": 0.08133938163518906,
     "m": 1.0
    },
    {
     "p": 0.03674308955669403,
     "m": 1.0
    },
    {
     "p": 0.06062261387705803,
     "m": 1.0
    },
    {
     "p": 0.09441561996936798,
     "m": 1.0
    },
    {
     "p": 0.06168089807033539,
     "m": 1.0
    },
    {
     "p": 0.09973841905593872,
     "m": 1.0
    },
    {
     "p": 0.07467474788427353,
     "m": 1.0
    },
    {
     "p": 0.0646454244852066,
     "m": 1.0
    },
    {
     "p": 0.09256745129823685,
     "m": 1.0
    },
    {
     "p": 0.07785315066576004,
     "m": 1.0
    },
    {
     "p": 0.07065600156784058,
     "m": 1.0
    },
    {
     "p": 0.07407480478286743,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.0220420360565186,
   "val_loss": 0.7570809721946716,
   "acc": 71.59,
   "time": 90.33968011895195,
   "param": [
    {
     "p": 0.07537637650966644,
     "m": 1.0
    },
    {
     "p": 0.054469622671604156,
     "m": 1.0
    },
    {
     "p": 0.08237197250127792,
     "m": 1.0
    },
    {
     "p": 0.07426483184099197,
     "m": 1.0
    },
    {
     "p": 0.06908447295427322,
     "m": 1.0
    },
    {
     "p": 0.08063806593418121,
     "m": 1.0
    },
    {
     "p": 0.05732601135969162,
     "m": 1.0
    },
    {
     "p": 0.07588277757167816,
     "m": 1.0
    },
    {
     "p": 0.07525883615016937,
     "m": 1.0
    },
    {
     "p": 0.09394481778144836,
     "m": 1.0
    },
    {
     "p": 0.06043166667222977,
     "m": 1.0
    },
    {
     "p": 0.07278423756361008,
     "m": 1.0
    },
    {
     "p": 0.07853060960769653,
     "m": 1.0
    },
    {
     "p": 0.04963567480444908,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.7735863924026489,
   "val_loss": 0.878572404384613,
   "acc": 71.41,
   "time": 91.30582034378313,
   "param": [
    {
     "p": 0.06459841877222061,
     "m": 1.0
    },
    {
     "p": 0.0400262326002121,
     "m": 1.0
    },
    {
     "p": 0.09927757829427719,
     "m": 1.0
    },
    {
     "p": 0.04636794701218605,
     "m": 1.0
    },
    {
     "p": 0.08763060718774796,
     "m": 1.0
    },
    {
     "p": 0.06397171318531036,
     "m": 1.0
    },
    {
     "p": 0.058602068573236465,
     "m": 1.0
    },
    {
     "p": 0.0767400786280632,
     "m": 1.0
    },
    {
     "p": 0.09405159205198288,
     "m": 1.0
    },
    {
     "p": 0.07937270402908325,
     "m": 1.0
    },
    {
     "p": 0.07805851101875305,
     "m": 1.0
    },
    {
     "p": 0.062244199216365814,
     "m": 1.0
    },
    {
     "p": 0.07423143088817596,
     "m": 1.0
    },
    {
     "p": 0.07482707500457764,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.7716550230979919,
   "val_loss": 0.8065367341041565,
   "acc": 72.48,
   "time": 101.45781523315236,
   "param": [
    {
     "p": 0.07003426551818848,
     "m": 1.0
    },
    {
     "p": 0.014376354403793812,
     "m": 1.0
    },
    {
     "p": 0.06297320127487183,
     "m": 1.0
    },
    {
     "p": 0.03005535528063774,
     "m": 1.0
    },
    {
     "p": 0.06404946744441986,
     "m": 1.0
    },
    {
     "p": 0.07540776580572128,
     "m": 1.0
    },
    {
     "p": 0.07737746834754944,
     "m": 1.0
    },
    {
     "p": 0.06315258890390396,
     "m": 1.0
    },
    {
     "p": 0.10784685611724854,
     "m": 1.0
    },
    {
     "p": 0.06809064745903015,
     "m": 1.0
    },
    {
     "p": 0.12164348363876343,
     "m": 1.0
    },
    {
     "p": 0.09161979705095291,
     "m": 1.0
    },
    {
     "p": 0.08444294333457947,
     "m": 1.0
    },
    {
     "p": 0.06892982870340347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.9149243235588074,
   "val_loss": 0.7751399278640747,
   "acc": 72.03,
   "time": 96.78059968608432,
   "param": [
    {
     "p": 0.08381087332963943,
     "m": 1.0
    },
    {
     "p": 0.05396921560168266,
     "m": 1.0
    },
    {
     "p": 0.07464480400085449,
     "m": 1.0
    },
    {
     "p": 0.04893510043621063,
     "m": 1.0
    },
    {
     "p": 0.05677413195371628,
     "m": 1.0
    },
    {
     "p": 0.07632492482662201,
     "m": 1.0
    },
    {
     "p": 0.04987465590238571,
     "m": 1.0
    },
    {
     "p": 0.07283686846494675,
     "m": 1.0
    },
    {
     "p": 0.05718467757105827,
     "m": 1.0
    },
    {
     "p": 0.08458679169416428,
     "m": 1.0
    },
    {
     "p": 0.06806919723749161,
     "m": 1.0
    },
    {
     "p": 0.1014312356710434,
     "m": 1.0
    },
    {
     "p": 0.10563577711582184,
     "m": 1.0
    },
    {
     "p": 0.06592167168855667,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.8630117774009705,
   "val_loss": 0.8717118501663208,
   "acc": 70.5,
   "time": 94.8955899218563,
   "param": [
    {
     "p": 0.07726533710956573,
     "m": 1.0
    },
    {
     "p": 0.06273167580366135,
     "m": 1.0
    },
    {
     "p": 0.07236314564943314,
     "m": 1.0
    },
    {
     "p": 0.04989350959658623,
     "m": 1.0
    },
    {
     "p": 0.08687461912631989,
     "m": 1.0
    },
    {
     "p": 0.07361680269241333,
     "m": 1.0
    },
    {
     "p": 0.07533665746450424,
     "m": 1.0
    },
    {
     "p": 0.06069545820355415,
     "m": 1.0
    },
    {
     "p": 0.06813762336969376,
     "m": 1.0
    },
    {
     "p": 0.08773361891508102,
     "m": 1.0
    },
    {
     "p": 0.05978461354970932,
     "m": 1.0
    },
    {
     "p": 0.06531824916601181,
     "m": 1.0
    },
    {
     "p": 0.07656801491975784,
     "m": 1.0
    },
    {
     "p": 0.0836806669831276,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.8579440712928772,
   "val_loss": 0.700117826461792,
   "acc": 72.19,
   "time": 91.64828885882162,
   "param": [
    {
     "p": 0.0782787948846817,
     "m": 1.0
    },
    {
     "p": 0.06057627871632576,
     "m": 1.0
    },
    {
     "p": 0.07828542590141296,
     "m": 1.0
    },
    {
     "p": 0.090547576546669,
     "m": 1.0
    },
    {
     "p": 0.06419562548398972,
     "m": 1.0
    },
    {
     "p": 0.06028381735086441,
     "m": 1.0
    },
    {
     "p": 0.06477072834968567,
     "m": 1.0
    },
    {
     "p": 0.04417281970381737,
     "m": 1.0
    },
    {
     "p": 0.06662722676992416,
     "m": 1.0
    },
    {
     "p": 0.0928439050912857,
     "m": 1.0
    },
    {
     "p": 0.07299554347991943,
     "m": 1.0
    },
    {
     "p": 0.10291415452957153,
     "m": 1.0
    },
    {
     "p": 0.07753186672925949,
     "m": 1.0
    },
    {
     "p": 0.04597616195678711,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.9613206386566162,
   "val_loss": 0.8257230520248413,
   "acc": 72.51,
   "time": 92.4854657300748,
   "param": [
    {
     "p": 0.08897925913333893,
     "m": 1.0
    },
    {
     "p": 0.0809011161327362,
     "m": 1.0
    },
    {
     "p": 0.06141030788421631,
     "m": 1.0
    },
    {
     "p": 0.05439295992255211,
     "m": 1.0
    },
    {
     "p": 0.045346323400735855,
     "m": 1.0
    },
    {
     "p": 0.09178010374307632,
     "m": 1.0
    },
    {
     "p": 0.059572983533144,
     "m": 1.0
    },
    {
     "p": 0.08688202500343323,
     "m": 1.0
    },
    {
     "p": 0.07479209452867508,
     "m": 1.0
    },
    {
     "p": 0.06857334822416306,
     "m": 1.0
    },
    {
     "p": 0.0730946883559227,
     "m": 1.0
    },
    {
     "p": 0.07973287999629974,
     "m": 1.0
    },
    {
     "p": 0.07164166867733002,
     "m": 1.0
    },
    {
     "p": 0.06290027499198914,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.8889289498329163,
   "val_loss": 0.9499812722206116,
   "acc": 71.88,
   "time": 93.22238479205407,
   "param": [
    {
     "p": 0.08654729276895523,
     "m": 1.0
    },
    {
     "p": 0.02977669984102249,
     "m": 1.0
    },
    {
     "p": 0.082276351749897,
     "m": 1.0
    },
    {
     "p": 0.04312611743807793,
     "m": 1.0
    },
    {
     "p": 0.052195992320775986,
     "m": 1.0
    },
    {
     "p": 0.07794991135597229,
     "m": 1.0
    },
    {
     "p": 0.07637379318475723,
     "m": 1.0
    },
    {
     "p": 0.07598564028739929,
     "m": 1.0
    },
    {
     "p": 0.055706776678562164,
     "m": 1.0
    },
    {
     "p": 0.0733732208609581,
     "m": 1.0
    },
    {
     "p": 0.06387180089950562,
     "m": 1.0
    },
    {
     "p": 0.10398294776678085,
     "m": 1.0
    },
    {
     "p": 0.09903484582901001,
     "m": 1.0
    },
    {
     "p": 0.07979867607355118,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.0119609832763672,
   "val_loss": 0.7881931066513062,
   "acc": 72.23,
   "time": 103.00242747389711,
   "param": [
    {
     "p": 0.07731132209300995,
     "m": 1.0
    },
    {
     "p": 0.03601640835404396,
     "m": 1.0
    },
    {
     "p": 0.07494721561670303,
     "m": 1.0
    },
    {
     "p": 0.0852053165435791,
     "m": 1.0
    },
    {
     "p": 0.04506317153573036,
     "m": 1.0
    },
    {
     "p": 0.086219921708107,
     "m": 1.0
    },
    {
     "p": 0.08359111100435257,
     "m": 1.0
    },
    {
     "p": 0.0507882796227932,
     "m": 1.0
    },
    {
     "p": 0.0651378333568573,
     "m": 1.0
    },
    {
     "p": 0.06001519411802292,
     "m": 1.0
    },
    {
     "p": 0.05726347863674164,
     "m": 1.0
    },
    {
     "p": 0.10321511328220367,
     "m": 1.0
    },
    {
     "p": 0.07111553102731705,
     "m": 1.0
    },
    {
     "p": 0.10411002486944199,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.9321197271347046,
   "val_loss": 0.7713162899017334,
   "acc": 71.88,
   "time": 111.2703521931544,
   "param": [
    {
     "p": 0.08530764281749725,
     "m": 1.0
    },
    {
     "p": 0.037434373050928116,
     "m": 1.0
    },
    {
     "p": 0.06503907591104507,
     "m": 1.0
    },
    {
     "p": 0.04204367473721504,
     "m": 1.0
    },
    {
     "p": 0.06840859353542328,
     "m": 1.0
    },
    {
     "p": 0.06771779805421829,
     "m": 1.0
    },
    {
     "p": 0.05245504155755043,
     "m": 1.0
    },
    {
     "p": 0.09393124282360077,
     "m": 1.0
    },
    {
     "p": 0.0874551385641098,
     "m": 1.0
    },
    {
     "p": 0.10273630172014236,
     "m": 1.0
    },
    {
     "p": 0.08472296595573425,
     "m": 1.0
    },
    {
     "p": 0.0503004752099514,
     "m": 1.0
    },
    {
     "p": 0.08940645307302475,
     "m": 1.0
    },
    {
     "p": 0.0730411633849144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.8904346823692322,
   "val_loss": 0.9899086356163025,
   "acc": 71.47,
   "time": 92.01043376605958,
   "param": [
    {
     "p": 0.07169022411108017,
     "m": 1.0
    },
    {
     "p": 0.06930972635746002,
     "m": 1.0
    },
    {
     "p": 0.05672626569867134,
     "m": 1.0
    },
    {
     "p": 0.06424443423748016,
     "m": 1.0
    },
    {
     "p": 0.06813961267471313,
     "m": 1.0
    },
    {
     "p": 0.06066251918673515,
     "m": 1.0
    },
    {
     "p": 0.09156717360019684,
     "m": 1.0
    },
    {
     "p": 0.08312686532735825,
     "m": 1.0
    },
    {
     "p": 0.09995188564062119,
     "m": 1.0
    },
    {
     "p": 0.059828221797943115,
     "m": 1.0
    },
    {
     "p": 0.055236563086509705,
     "m": 1.0
    },
    {
     "p": 0.0854831412434578,
     "m": 1.0
    },
    {
     "p": 0.08592699468135834,
     "m": 1.0
    },
    {
     "p": 0.048106465488672256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.8413525223731995,
   "val_loss": 0.7901138663291931,
   "acc": 71.52,
   "time": 96.59974871599115,
   "param": [
    {
     "p": 0.0834905132651329,
     "m": 1.0
    },
    {
     "p": 0.05828797072172165,
     "m": 1.0
    },
    {
     "p": 0.06882117688655853,
     "m": 1.0
    },
    {
     "p": 0.05160119757056236,
     "m": 1.0
    },
    {
     "p": 0.0694698765873909,
     "m": 1.0
    },
    {
     "p": 0.068642757833004,
     "m": 1.0
    },
    {
     "p": 0.07221273332834244,
     "m": 1.0
    },
    {
     "p": 0.06425438821315765,
     "m": 1.0
    },
    {
     "p": 0.07365690916776657,
     "m": 1.0
    },
    {
     "p": 0.08085601776838303,
     "m": 1.0
    },
    {
     "p": 0.06826254725456238,
     "m": 1.0
    },
    {
     "p": 0.08995694667100906,
     "m": 1.0
    },
    {
     "p": 0.08129598200321198,
     "m": 1.0
    },
    {
     "p": 0.06919101625680923,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.7886688113212585,
   "val_loss": 0.7262516021728516,
   "acc": 72.29,
   "time": 88.56089193094522,
   "param": [
    {
     "p": 0.0834294855594635,
     "m": 1.0
    },
    {
     "p": 0.034012746065855026,
     "m": 1.0
    },
    {
     "p": 0.0921315997838974,
     "m": 1.0
    },
    {
     "p": 0.04989023506641388,
     "m": 1.0
    },
    {
     "p": 0.0422421395778656,
     "m": 1.0
    },
    {
     "p": 0.07493163645267487,
     "m": 1.0
    },
    {
     "p": 0.06299778074026108,
     "m": 1.0
    },
    {
     "p": 0.07826893031597137,
     "m": 1.0
    },
    {
     "p": 0.07591065019369125,
     "m": 1.0
    },
    {
     "p": 0.06823045015335083,
     "m": 1.0
    },
    {
     "p": 0.0898672491312027,
     "m": 1.0
    },
    {
     "p": 0.08264052867889404,
     "m": 1.0
    },
    {
     "p": 0.08563731610774994,
     "m": 1.0
    },
    {
     "p": 0.07980922609567642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.7583292722702026,
   "val_loss": 0.7710864543914795,
   "acc": 72.86,
   "time": 90.54878378519788,
   "param": [
    {
     "p": 0.06314614415168762,
     "m": 1.0
    },
    {
     "p": 0.061875633895397186,
     "m": 1.0
    },
    {
     "p": 0.08552466332912445,
     "m": 1.0
    },
    {
     "p": 0.06321914494037628,
     "m": 1.0
    },
    {
     "p": 0.06685525178909302,
     "m": 1.0
    },
    {
     "p": 0.0531674288213253,
     "m": 1.0
    },
    {
     "p": 0.06484435498714447,
     "m": 1.0
    },
    {
     "p": 0.0555107556283474,
     "m": 1.0
    },
    {
     "p": 0.06883615255355835,
     "m": 1.0
    },
    {
     "p": 0.09475084394216537,
     "m": 1.0
    },
    {
     "p": 0.06909727305173874,
     "m": 1.0
    },
    {
     "p": 0.08471902459859848,
     "m": 1.0
    },
    {
     "p": 0.0946665033698082,
     "m": 1.0
    },
    {
     "p": 0.07378686219453812,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.8918478488922119,
   "val_loss": 0.8869079351425171,
   "acc": 71.28,
   "time": 91.55448430008255,
   "param": [
    {
     "p": 0.10747689753770828,
     "m": 1.0
    },
    {
     "p": 0.06201208010315895,
     "m": 1.0
    },
    {
     "p": 0.07357407361268997,
     "m": 1.0
    },
    {
     "p": 0.08617907762527466,
     "m": 1.0
    },
    {
     "p": 0.033780187368392944,
     "m": 1.0
    },
    {
     "p": 0.04974614083766937,
     "m": 1.0
    },
    {
     "p": 0.08410121500492096,
     "m": 1.0
    },
    {
     "p": 0.04386572167277336,
     "m": 1.0
    },
    {
     "p": 0.07105592638254166,
     "m": 1.0
    },
    {
     "p": 0.09806305915117264,
     "m": 1.0
    },
    {
     "p": 0.07762709259986877,
     "m": 1.0
    },
    {
     "p": 0.0827777162194252,
     "m": 1.0
    },
    {
     "p": 0.08504095673561096,
     "m": 1.0
    },
    {
     "p": 0.04469986632466316,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.9203503131866455,
   "val_loss": 0.8457157611846924,
   "acc": 72.8,
   "time": 89.00621472508647,
   "param": [
    {
     "p": 0.08938095718622208,
     "m": 1.0
    },
    {
     "p": 0.036873478442430496,
     "m": 1.0
    },
    {
     "p": 0.07495589554309845,
     "m": 1.0
    },
    {
     "p": 0.056315962225198746,
     "m": 1.0
    },
    {
     "p": 0.06618674844503403,
     "m": 1.0
    },
    {
     "p": 0.06897846609354019,
     "m": 1.0
    },
    {
     "p": 0.061661891639232635,
     "m": 1.0
    },
    {
     "p": 0.06589162349700928,
     "m": 1.0
    },
    {
     "p": 0.0948554053902626,
     "m": 1.0
    },
    {
     "p": 0.0713251605629921,
     "m": 1.0
    },
    {
     "p": 0.07618622481822968,
     "m": 1.0
    },
    {
     "p": 0.08119482547044754,
     "m": 1.0
    },
    {
     "p": 0.0699484646320343,
     "m": 1.0
    },
    {
     "p": 0.0862448662519455,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.8723345994949341,
   "val_loss": 0.9374659061431885,
   "acc": 72.17,
   "time": 102.02535046008416,
   "param": [
    {
     "p": 0.08040836453437805,
     "m": 1.0
    },
    {
     "p": 0.05880240350961685,
     "m": 1.0
    },
    {
     "p": 0.06684905290603638,
     "m": 1.0
    },
    {
     "p": 0.06314802169799805,
     "m": 1.0
    },
    {
     "p": 0.08668535947799683,
     "m": 1.0
    },
    {
     "p": 0.06339813023805618,
     "m": 1.0
    },
    {
     "p": 0.05582857131958008,
     "m": 1.0
    },
    {
     "p": 0.07572514563798904,
     "m": 1.0
    },
    {
     "p": 0.0660972073674202,
     "m": 1.0
    },
    {
     "p": 0.07882363349199295,
     "m": 1.0
    },
    {
     "p": 0.09197476506233215,
     "m": 1.0
    },
    {
     "p": 0.058491021394729614,
     "m": 1.0
    },
    {
     "p": 0.09524678438901901,
     "m": 1.0
    },
    {
     "p": 0.05852161720395088,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.7711198329925537,
   "val_loss": 0.8589843511581421,
   "acc": 72.41,
   "time": 93.50937831704505,
   "param": [
    {
     "p": 0.08946748077869415,
     "m": 1.0
    },
    {
     "p": 0.07596098631620407,
     "m": 1.0
    },
    {
     "p": 0.08075136691331863,
     "m": 1.0
    },
    {
     "p": 0.07010219246149063,
     "m": 1.0
    },
    {
     "p": 0.04882937669754028,
     "m": 1.0
    },
    {
     "p": 0.06339365243911743,
     "m": 1.0
    },
    {
     "p": 0.07139629870653152,
     "m": 1.0
    },
    {
     "p": 0.04209284111857414,
     "m": 1.0
    },
    {
     "p": 0.06878291815519333,
     "m": 1.0
    },
    {
     "p": 0.08038445562124252,
     "m": 1.0
    },
    {
     "p": 0.0748564824461937,
     "m": 1.0
    },
    {
     "p": 0.07506527006626129,
     "m": 1.0
    },
    {
     "p": 0.09067299962043762,
     "m": 1.0
    },
    {
     "p": 0.06824365258216858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.8032780289649963,
   "val_loss": 0.8927834033966064,
   "acc": 72.39,
   "time": 91.07152125798166,
   "param": [
    {
     "p": 0.07852233946323395,
     "m": 1.0
    },
    {
     "p": 0.060572732239961624,
     "m": 1.0
    },
    {
     "p": 0.08369141817092896,
     "m": 1.0
    },
    {
     "p": 0.0609162338078022,
     "m": 1.0
    },
    {
     "p": 0.0525999441742897,
     "m": 1.0
    },
    {
     "p": 0.06254714727401733,
     "m": 1.0
    },
    {
     "p": 0.05330328643321991,
     "m": 1.0
    },
    {
     "p": 0.06310585886240005,
     "m": 1.0
    },
    {
     "p": 0.1013021469116211,
     "m": 1.0
    },
    {
     "p": 0.04660338908433914,
     "m": 1.0
    },
    {
     "p": 0.06918975710868835,
     "m": 1.0
    },
    {
     "p": 0.07456104457378387,
     "m": 1.0
    },
    {
     "p": 0.0993761271238327,
     "m": 1.0
    },
    {
     "p": 0.09370861947536469,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.8020693063735962,
   "val_loss": 0.767296552658081,
   "acc": 72.64,
   "time": 111.53523896215484,
   "param": [
    {
     "p": 0.07736125588417053,
     "m": 1.0
    },
    {
     "p": 0.06740300357341766,
     "m": 1.0
    },
    {
     "p": 0.06438154727220535,
     "m": 1.0
    },
    {
     "p": 0.08597616851329803,
     "m": 1.0
    },
    {
     "p": 0.07824157178401947,
     "m": 1.0
    },
    {
     "p": 0.05998726934194565,
     "m": 1.0
    },
    {
     "p": 0.044380903244018555,
     "m": 1.0
    },
    {
     "p": 0.09865368157625198,
     "m": 1.0
    },
    {
     "p": 0.07751693576574326,
     "m": 1.0
    },
    {
     "p": 0.08343576639890671,
     "m": 1.0
    },
    {
     "p": 0.06034405902028084,
     "m": 1.0
    },
    {
     "p": 0.05708497390151024,
     "m": 1.0
    },
    {
     "p": 0.07269494980573654,
     "m": 1.0
    },
    {
     "p": 0.07253788411617279,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.7691054344177246,
   "val_loss": 0.7511199116706848,
   "acc": 72.31,
   "time": 92.58576416200958,
   "param": [
    {
     "p": 0.07987779378890991,
     "m": 1.0
    },
    {
     "p": 0.043331578373909,
     "m": 1.0
    },
    {
     "p": 0.08868635445833206,
     "m": 1.0
    },
    {
     "p": 0.05165202543139458,
     "m": 1.0
    },
    {
     "p": 0.05560401827096939,
     "m": 1.0
    },
    {
     "p": 0.054998353123664856,
     "m": 1.0
    },
    {
     "p": 0.09710294753313065,
     "m": 1.0
    },
    {
     "p": 0.05482066795229912,
     "m": 1.0
    },
    {
     "p": 0.08142057806253433,
     "m": 1.0
    },
    {
     "p": 0.0829041376709938,
     "m": 1.0
    },
    {
     "p": 0.0884050652384758,
     "m": 1.0
    },
    {
     "p": 0.0811559185385704,
     "m": 1.0
    },
    {
     "p": 0.08465361595153809,
     "m": 1.0
    },
    {
     "p": 0.05538694187998772,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.8878021836280823,
   "val_loss": 0.7934533953666687,
   "acc": 72.07,
   "time": 96.69496433902532,
   "param": [
    {
     "p": 0.07603507488965988,
     "m": 1.0
    },
    {
     "p": 0.05502861738204956,
     "m": 1.0
    },
    {
     "p": 0.058556269854307175,
     "m": 1.0
    },
    {
     "p": 0.07664038985967636,
     "m": 1.0
    },
    {
     "p": 0.07608526200056076,
     "m": 1.0
    },
    {
     "p": 0.07061196118593216,
     "m": 1.0
    },
    {
     "p": 0.06902655214071274,
     "m": 1.0
    },
    {
     "p": 0.07385465502738953,
     "m": 1.0
    },
    {
     "p": 0.07526566833257675,
     "m": 1.0
    },
    {
     "p": 0.10579336434602737,
     "m": 1.0
    },
    {
     "p": 0.06410350650548935,
     "m": 1.0
    },
    {
     "p": 0.06299073249101639,
     "m": 1.0
    },
    {
     "p": 0.07286573201417923,
     "m": 1.0
    },
    {
     "p": 0.0631423145532608,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.8370734453201294,
   "val_loss": 0.7526361346244812,
   "acc": 71.99,
   "time": 110.72734880796634,
   "param": [
    {
     "p": 0.1060907244682312,
     "m": 1.0
    },
    {
     "p": 0.04758079722523689,
     "m": 1.0
    },
    {
     "p": 0.10431669652462006,
     "m": 1.0
    },
    {
     "p": 0.06433626264333725,
     "m": 1.0
    },
    {
     "p": 0.07963069528341293,
     "m": 1.0
    },
    {
     "p": 0.04925054311752319,
     "m": 1.0
    },
    {
     "p": 0.06386217474937439,
     "m": 1.0
    },
    {
     "p": 0.04909025505185127,
     "m": 1.0
    },
    {
     "p": 0.06540188938379288,
     "m": 1.0
    },
    {
     "p": 0.09452521800994873,
     "m": 1.0
    },
    {
     "p": 0.07719404250383377,
     "m": 1.0
    },
    {
     "p": 0.047473445534706116,
     "m": 1.0
    },
    {
     "p": 0.0897655040025711,
     "m": 1.0
    },
    {
     "p": 0.061481770128011703,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.9056574702262878,
   "val_loss": 0.857104480266571,
   "acc": 71.89,
   "time": 103.91410213289782,
   "param": [
    {
     "p": 0.08219248056411743,
     "m": 1.0
    },
    {
     "p": 0.05558560788631439,
     "m": 1.0
    },
    {
     "p": 0.06615956127643585,
     "m": 1.0
    },
    {
     "p": 0.04148915037512779,
     "m": 1.0
    },
    {
     "p": 0.08314498513936996,
     "m": 1.0
    },
    {
     "p": 0.07823947072029114,
     "m": 1.0
    },
    {
     "p": 0.058899249881505966,
     "m": 1.0
    },
    {
     "p": 0.05706760287284851,
     "m": 1.0
    },
    {
     "p": 0.08858904987573624,
     "m": 1.0
    },
    {
     "p": 0.06477511674165726,
     "m": 1.0
    },
    {
     "p": 0.0982656329870224,
     "m": 1.0
    },
    {
     "p": 0.07245388627052307,
     "m": 1.0
    },
    {
     "p": 0.08533140271902084,
     "m": 1.0
    },
    {
     "p": 0.06780686229467392,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.8300955295562744,
   "val_loss": 0.9465770721435547,
   "acc": 72.15,
   "time": 98.75615562382154,
   "param": [
    {
     "p": 0.08375729620456696,
     "m": 1.0
    },
    {
     "p": 0.04841681197285652,
     "m": 1.0
    },
    {
     "p": 0.07806552946567535,
     "m": 1.0
    },
    {
     "p": 0.029460815712809563,
     "m": 1.0
    },
    {
     "p": 0.05428889021277428,
     "m": 1.0
    },
    {
     "p": 0.05490902066230774,
     "m": 1.0
    },
    {
     "p": 0.07447607815265656,
     "m": 1.0
    },
    {
     "p": 0.07901905477046967,
     "m": 1.0
    },
    {
     "p": 0.07774165272712708,
     "m": 1.0
    },
    {
     "p": 0.07572881877422333,
     "m": 1.0
    },
    {
     "p": 0.0933079868555069,
     "m": 1.0
    },
    {
     "p": 0.06467147171497345,
     "m": 1.0
    },
    {
     "p": 0.09468381106853485,
     "m": 1.0
    },
    {
     "p": 0.09147274494171143,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.223057508468628,
   "val_loss": 0.8518338203430176,
   "acc": 72.05,
   "time": 94.86461511999369,
   "param": [
    {
     "p": 0.08012907207012177,
     "m": 1.0
    },
    {
     "p": 0.05800996720790863,
     "m": 1.0
    },
    {
     "p": 0.0947004184126854,
     "m": 1.0
    },
    {
     "p": 0.03374943137168884,
     "m": 1.0
    },
    {
     "p": 0.057461369782686234,
     "m": 1.0
    },
    {
     "p": 0.08856140077114105,
     "m": 1.0
    },
    {
     "p": 0.06696774810552597,
     "m": 1.0
    },
    {
     "p": 0.07940337806940079,
     "m": 1.0
    },
    {
     "p": 0.07142738252878189,
     "m": 1.0
    },
    {
     "p": 0.05762998014688492,
     "m": 1.0
    },
    {
     "p": 0.09460055828094482,
     "m": 1.0
    },
    {
     "p": 0.07963725924491882,
     "m": 1.0
    },
    {
     "p": 0.056234560906887054,
     "m": 1.0
    },
    {
     "p": 0.08148740231990814,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.6840227842330933,
   "val_loss": 0.8062402606010437,
   "acc": 72.77,
   "time": 90.5548751661554,
   "param": [
    {
     "p": 0.06705653667449951,
     "m": 1.0
    },
    {
     "p": 0.0800633355975151,
     "m": 1.0
    },
    {
     "p": 0.08023110032081604,
     "m": 1.0
    },
    {
     "p": 0.07501386106014252,
     "m": 1.0
    },
    {
     "p": 0.054223719984292984,
     "m": 1.0
    },
    {
     "p": 0.05056685581803322,
     "m": 1.0
    },
    {
     "p": 0.07877203077077866,
     "m": 1.0
    },
    {
     "p": 0.09649423509836197,
     "m": 1.0
    },
    {
     "p": 0.06257039308547974,
     "m": 1.0
    },
    {
     "p": 0.07331486791372299,
     "m": 1.0
    },
    {
     "p": 0.057670801877975464,
     "m": 1.0
    },
    {
     "p": 0.08624325692653656,
     "m": 1.0
    },
    {
     "p": 0.07804470509290695,
     "m": 1.0
    },
    {
     "p": 0.05973431095480919,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.9057808518409729,
   "val_loss": 1.0137580633163452,
   "acc": 72.13,
   "time": 92.16351435892284,
   "param": [
    {
     "p": 0.05672892928123474,
     "m": 1.0
    },
    {
     "p": 0.07097845524549484,
     "m": 1.0
    },
    {
     "p": 0.08800780773162842,
     "m": 1.0
    },
    {
     "p": 0.08351662009954453,
     "m": 1.0
    },
    {
     "p": 0.057789623737335205,
     "m": 1.0
    },
    {
     "p": 0.06598160415887833,
     "m": 1.0
    },
    {
     "p": 0.0453542023897171,
     "m": 1.0
    },
    {
     "p": 0.07356734573841095,
     "m": 1.0
    },
    {
     "p": 0.07339385896921158,
     "m": 1.0
    },
    {
     "p": 0.04951828345656395,
     "m": 1.0
    },
    {
     "p": 0.08775107562541962,
     "m": 1.0
    },
    {
     "p": 0.10683485120534897,
     "m": 1.0
    },
    {
     "p": 0.089249387383461,
     "m": 1.0
    },
    {
     "p": 0.05132785812020302,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.9328360557556152,
   "val_loss": 0.8159852027893066,
   "acc": 73.08,
   "time": 95.8799789629411,
   "param": [
    {
     "p": 0.0797404795885086,
     "m": 1.0
    },
    {
     "p": 0.029753755778074265,
     "m": 1.0
    },
    {
     "p": 0.061136405915021896,
     "m": 1.0
    },
    {
     "p": 0.05897114798426628,
     "m": 1.0
    },
    {
     "p": 0.05808371677994728,
     "m": 1.0
    },
    {
     "p": 0.04299239441752434,
     "m": 1.0
    },
    {
     "p": 0.06364062428474426,
     "m": 1.0
    },
    {
     "p": 0.08571580797433853,
     "m": 1.0
    },
    {
     "p": 0.08629286289215088,
     "m": 1.0
    },
    {
     "p": 0.08119746297597885,
     "m": 1.0
    },
    {
     "p": 0.06565428525209427,
     "m": 1.0
    },
    {
     "p": 0.10078837722539902,
     "m": 1.0
    },
    {
     "p": 0.09127192199230194,
     "m": 1.0
    },
    {
     "p": 0.09476086497306824,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.764604389667511,
   "val_loss": 0.7423475980758667,
   "acc": 72.46,
   "time": 90.51982931606472,
   "param": [
    {
     "p": 0.08162880688905716,
     "m": 1.0
    },
    {
     "p": 0.07119123637676239,
     "m": 1.0
    },
    {
     "p": 0.06157216802239418,
     "m": 1.0
    },
    {
     "p": 0.0513138547539711,
     "m": 1.0
    },
    {
     "p": 0.056458402425050735,
     "m": 1.0
    },
    {
     "p": 0.041538652032613754,
     "m": 1.0
    },
    {
     "p": 0.06667955964803696,
     "m": 1.0
    },
    {
     "p": 0.06744679063558578,
     "m": 1.0
    },
    {
     "p": 0.0916283056139946,
     "m": 1.0
    },
    {
     "p": 0.07104906439781189,
     "m": 1.0
    },
    {
     "p": 0.09667420387268066,
     "m": 1.0
    },
    {
     "p": 0.10567094385623932,
     "m": 1.0
    },
    {
     "p": 0.08698384463787079,
     "m": 1.0
    },
    {
     "p": 0.05016413703560829,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.8199836611747742,
   "val_loss": 0.7448942065238953,
   "acc": 71.93,
   "time": 96.95278346305713,
   "param": [
    {
     "p": 0.0718778520822525,
     "m": 1.0
    },
    {
     "p": 0.06027600169181824,
     "m": 1.0
    },
    {
     "p": 0.07691317051649094,
     "m": 1.0
    },
    {
     "p": 0.0808136910200119,
     "m": 1.0
    },
    {
     "p": 0.039976563304662704,
     "m": 1.0
    },
    {
     "p": 0.03223239257931709,
     "m": 1.0
    },
    {
     "p": 0.049843739718198776,
     "m": 1.0
    },
    {
     "p": 0.0759672001004219,
     "m": 1.0
    },
    {
     "p": 0.10022758692502975,
     "m": 1.0
    },
    {
     "p": 0.1052301898598671,
     "m": 1.0
    },
    {
     "p": 0.07249225676059723,
     "m": 1.0
    },
    {
     "p": 0.10400258004665375,
     "m": 1.0
    },
    {
     "p": 0.08599237352609634,
     "m": 1.0
    },
    {
     "p": 0.04415452852845192,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.8916735649108887,
   "val_loss": 0.8626598119735718,
   "acc": 72.11,
   "time": 89.79577476391569,
   "param": [
    {
     "p": 0.06636083126068115,
     "m": 1.0
    },
    {
     "p": 0.07235484570264816,
     "m": 1.0
    },
    {
     "p": 0.07586074620485306,
     "m": 1.0
    },
    {
     "p": 0.058765169233083725,
     "m": 1.0
    },
    {
     "p": 0.04044654965400696,
     "m": 1.0
    },
    {
     "p": 0.07745865732431412,
     "m": 1.0
    },
    {
     "p": 0.08203569054603577,
     "m": 1.0
    },
    {
     "p": 0.09242243319749832,
     "m": 1.0
    },
    {
     "p": 0.0775500163435936,
     "m": 1.0
    },
    {
     "p": 0.07577741146087646,
     "m": 1.0
    },
    {
     "p": 0.06288237124681473,
     "m": 1.0
    },
    {
     "p": 0.0720355287194252,
     "m": 1.0
    },
    {
     "p": 0.0815361738204956,
     "m": 1.0
    },
    {
     "p": 0.06451357156038284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.8396129608154297,
   "val_loss": 0.7672130465507507,
   "acc": 72.85,
   "time": 93.04438263294287,
   "param": [
    {
     "p": 0.06205996498465538,
     "m": 1.0
    },
    {
     "p": 0.06909145414829254,
     "m": 1.0
    },
    {
     "p": 0.08343462646007538,
     "m": 1.0
    },
    {
     "p": 0.07047029584646225,
     "m": 1.0
    },
    {
     "p": 0.045477401465177536,
     "m": 1.0
    },
    {
     "p": 0.07652223110198975,
     "m": 1.0
    },
    {
     "p": 0.03740113228559494,
     "m": 1.0
    },
    {
     "p": 0.06407317519187927,
     "m": 1.0
    },
    {
     "p": 0.07370714843273163,
     "m": 1.0
    },
    {
     "p": 0.10377000272274017,
     "m": 1.0
    },
    {
     "p": 0.09614203870296478,
     "m": 1.0
    },
    {
     "p": 0.08088278770446777,
     "m": 1.0
    },
    {
     "p": 0.0730951577425003,
     "m": 1.0
    },
    {
     "p": 0.06387259066104889,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.6463582515716553,
   "val_loss": 0.8538690209388733,
   "acc": 71.68,
   "time": 91.90987646603025,
   "param": [
    {
     "p": 0.08131060004234314,
     "m": 1.0
    },
    {
     "p": 0.07727570831775665,
     "m": 1.0
    },
    {
     "p": 0.08153281360864639,
     "m": 1.0
    },
    {
     "p": 0.05568510293960571,
     "m": 1.0
    },
    {
     "p": 0.07507414370775223,
     "m": 1.0
    },
    {
     "p": 0.05525190755724907,
     "m": 1.0
    },
    {
     "p": 0.07185737043619156,
     "m": 1.0
    },
    {
     "p": 0.04285052418708801,
     "m": 1.0
    },
    {
     "p": 0.05959293618798256,
     "m": 1.0
    },
    {
     "p": 0.09071168303489685,
     "m": 1.0
    },
    {
     "p": 0.09276170283555984,
     "m": 1.0
    },
    {
     "p": 0.07595404237508774,
     "m": 1.0
    },
    {
     "p": 0.059266895055770874,
     "m": 1.0
    },
    {
     "p": 0.08087451010942459,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.676914632320404,
   "val_loss": 0.7827709913253784,
   "acc": 73.29,
   "time": 113.15774676087312,
   "param": [
    {
     "p": 0.09684356302022934,
     "m": 1.0
    },
    {
     "p": 0.05980239063501358,
     "m": 1.0
    },
    {
     "p": 0.07500612735748291,
     "m": 1.0
    },
    {
     "p": 0.0884481742978096,
     "m": 1.0
    },
    {
     "p": 0.04735385254025459,
     "m": 1.0
    },
    {
     "p": 0.019042979925870895,
     "m": 1.0
    },
    {
     "p": 0.06926776468753815,
     "m": 1.0
    },
    {
     "p": 0.04493491351604462,
     "m": 1.0
    },
    {
     "p": 0.07450138032436371,
     "m": 1.0
    },
    {
     "p": 0.07245570421218872,
     "m": 1.0
    },
    {
     "p": 0.11047480255365372,
     "m": 1.0
    },
    {
     "p": 0.07328841835260391,
     "m": 1.0
    },
    {
     "p": 0.08849358558654785,
     "m": 1.0
    },
    {
     "p": 0.08008632063865662,
     "m": 1.0
    }
   ]
  }
 ]
}