{
 "Accuracy": 72.26,
 "Time": [
  77.92409179274303,
  7.474488497370521
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.289390802383423,
   "val_loss": 2.2152099609375,
   "acc": 17.92,
   "time": 75.15059844194911,
   "param": [
    {
     "p": 0.08897361159324646,
     "m": 1.0
    },
    {
     "p": 0.091959148645401,
     "m": 1.0
    },
    {
     "p": 0.031504496932029724,
     "m": 1.0
    },
    {
     "p": 0.06470607966184616,
     "m": 1.0
    },
    {
     "p": 0.09278590232133865,
     "m": 1.0
    },
    {
     "p": 0.03590228781104088,
     "m": 1.0
    },
    {
     "p": 0.10374429821968079,
     "m": 1.0
    },
    {
     "p": 0.09818030148744583,
     "m": 1.0
    },
    {
     "p": 0.03819669410586357,
     "m": 1.0
    },
    {
     "p": 0.08446521311998367,
     "m": 1.0
    },
    {
     "p": 0.05917410925030708,
     "m": 1.0
    },
    {
     "p": 0.0996057391166687,
     "m": 1.0
    },
    {
     "p": 0.07715103030204773,
     "m": 1.0
    },
    {
     "p": 0.033651094883680344,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.210127115249634,
   "val_loss": 2.0121171474456787,
   "acc": 26.87,
   "time": 72.44148095604032,
   "param": [
    {
     "p": 0.041719093918800354,
     "m": 1.0
    },
    {
     "p": 0.01820731908082962,
     "m": 1.0
    },
    {
     "p": 0.13675938546657562,
     "m": 1.0
    },
    {
     "p": 0.07129986584186554,
     "m": 1.0
    },
    {
     "p": 0.06286158412694931,
     "m": 1.0
    },
    {
     "p": 0.046355318278074265,
     "m": 1.0
    },
    {
     "p": 0.06411150097846985,
     "m": 1.0
    },
    {
     "p": 0.12332582473754883,
     "m": 1.0
    },
    {
     "p": 0.0857391282916069,
     "m": 1.0
    },
    {
     "p": 0.13294143974781036,
     "m": 1.0
    },
    {
     "p": 0.07195456326007843,
     "m": 1.0
    },
    {
     "p": 0.07787605375051498,
     "m": 1.0
    },
    {
     "p": 0.06272399425506592,
     "m": 1.0
    },
    {
     "p": 0.004124903120100498,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 1.948777437210083,
   "val_loss": 1.789937973022461,
   "acc": 36.4,
   "time": 72.80261338804848,
   "param": [
    {
     "p": 0.10226289927959442,
     "m": 1.0
    },
    {
     "p": 0.03725256025791168,
     "m": 1.0
    },
    {
     "p": 0.08699169009923935,
     "m": 1.0
    },
    {
     "p": 0.08988417685031891,
     "m": 1.0
    },
    {
     "p": 0.026256423443555832,
     "m": 1.0
    },
    {
     "p": 0.06474204361438751,
     "m": 1.0
    },
    {
     "p": 0.08683246374130249,
     "m": 1.0
    },
    {
     "p": 0.10379833728075027,
     "m": 1.0
    },
    {
     "p": 0.09892669320106506,
     "m": 1.0
    },
    {
     "p": 0.09403270483016968,
     "m": 1.0
    },
    {
     "p": 0.032073162496089935,
     "m": 1.0
    },
    {
     "p": 0.08308175951242447,
     "m": 1.0
    },
    {
     "p": 0.04338078573346138,
     "m": 1.0
    },
    {
     "p": 0.05048440769314766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 1.73121976852417,
   "val_loss": 1.6604937314987183,
   "acc": 38.84,
   "time": 82.91059771808796,
   "param": [
    {
     "p": 0.14210475981235504,
     "m": 1.0
    },
    {
     "p": 0.034592073410749435,
     "m": 1.0
    },
    {
     "p": 0.033905625343322754,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.02952328324317932,
     "m": 1.0
    },
    {
     "p": 0.038166601210832596,
     "m": 1.0
    },
    {
     "p": 0.10695811361074448,
     "m": 1.0
    },
    {
     "p": 0.07572464644908905,
     "m": 1.0
    },
    {
     "p": 0.10251423716545105,
     "m": 1.0
    },
    {
     "p": 0.07330992817878723,
     "m": 1.0
    },
    {
     "p": 0.07084779441356659,
     "m": 1.0
    },
    {
     "p": 0.14608809351921082,
     "m": 1.0
    },
    {
     "p": 0.07530134171247482,
     "m": 1.0
    },
    {
     "p": 0.07096351683139801,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.688600778579712,
   "val_loss": 1.5990500450134277,
   "acc": 43.14,
   "time": 89.78682356700301,
   "param": [
    {
     "p": 0.12100404500961304,
     "m": 1.0
    },
    {
     "p": 0.006800459232181311,
     "m": 1.0
    },
    {
     "p": 0.09619270265102386,
     "m": 1.0
    },
    {
     "p": 0.13305556774139404,
     "m": 1.0
    },
    {
     "p": 0.003001671051606536,
     "m": 1.0
    },
    {
     "p": 0.10592667758464813,
     "m": 1.0
    },
    {
     "p": 0.08475767076015472,
     "m": 1.0
    },
    {
     "p": 0.10780417174100876,
     "m": 1.0
    },
    {
     "p": 0.05108087509870529,
     "m": 1.0
    },
    {
     "p": 0.0779779925942421,
     "m": 1.0
    },
    {
     "p": 0.047697506844997406,
     "m": 1.0
    },
    {
     "p": 0.10239891707897186,
     "m": 1.0
    },
    {
     "p": 0.06230168044567108,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.5317835807800293,
   "val_loss": 1.5510355234146118,
   "acc": 43.77,
   "time": 74.86983071803115,
   "param": [
    {
     "p": 0.13033084571361542,
     "m": 1.0
    },
    {
     "p": 0.03183385357260704,
     "m": 1.0
    },
    {
     "p": 0.07717627286911011,
     "m": 1.0
    },
    {
     "p": 0.06245531886816025,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09478263556957245,
     "m": 1.0
    },
    {
     "p": 0.04334278032183647,
     "m": 1.0
    },
    {
     "p": 0.09933564066886902,
     "m": 1.0
    },
    {
     "p": 0.10309343039989471,
     "m": 1.0
    },
    {
     "p": 0.08563853055238724,
     "m": 1.0
    },
    {
     "p": 0.09059304744005203,
     "m": 1.0
    },
    {
     "p": 0.06469070166349411,
     "m": 1.0
    },
    {
     "p": 0.07259350270032883,
     "m": 1.0
    },
    {
     "p": 0.04413335770368576,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.5342801809310913,
   "val_loss": 1.4878960847854614,
   "acc": 47.02,
   "time": 91.62739118002355,
   "param": [
    {
     "p": 0.07366123050451279,
     "m": 1.0
    },
    {
     "p": 0.04322334751486778,
     "m": 1.0
    },
    {
     "p": 0.09353722631931305,
     "m": 1.0
    },
    {
     "p": 0.09571968019008636,
     "m": 1.0
    },
    {
     "p": 0.007637962698936462,
     "m": 1.0
    },
    {
     "p": 0.04486994445323944,
     "m": 1.0
    },
    {
     "p": 0.06488503515720367,
     "m": 1.0
    },
    {
     "p": 0.0999208316206932,
     "m": 1.0
    },
    {
     "p": 0.06868376582860947,
     "m": 1.0
    },
    {
     "p": 0.10452710092067719,
     "m": 1.0
    },
    {
     "p": 0.06774664670228958,
     "m": 1.0
    },
    {
     "p": 0.09034617990255356,
     "m": 1.0
    },
    {
     "p": 0.0714496523141861,
     "m": 1.0
    },
    {
     "p": 0.07379144430160522,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.6271737813949585,
   "val_loss": 1.4735344648361206,
   "acc": 48.03,
   "time": 74.39853837597184,
   "param": [
    {
     "p": 0.059334997087717056,
     "m": 1.0
    },
    {
     "p": 0.00022099197667557746,
     "m": 1.0
    },
    {
     "p": 0.12667177617549896,
     "m": 1.0
    },
    {
     "p": 0.06366987526416779,
     "m": 1.0
    },
    {
     "p": 0.0007415498839691281,
     "m": 1.0
    },
    {
     "p": 0.11087917536497116,
     "m": 1.0
    },
    {
     "p": 0.04723978415131569,
     "m": 1.0
    },
    {
     "p": 0.05883791297674179,
     "m": 1.0
    },
    {
     "p": 0.09915617853403091,
     "m": 1.0
    },
    {
     "p": 0.09225429594516754,
     "m": 1.0
    },
    {
     "p": 0.04697373881936073,
     "m": 1.0
    },
    {
     "p": 0.10937430709600449,
     "m": 1.0
    },
    {
     "p": 0.08340876549482346,
     "m": 1.0
    },
    {
     "p": 0.10123661905527115,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.572416067123413,
   "val_loss": 1.3366140127182007,
   "acc": 49.34,
   "time": 72.72736874595284,
   "param": [
    {
     "p": 0.10153351724147797,
     "m": 1.0
    },
    {
     "p": 0.016753684729337692,
     "m": 1.0
    },
    {
     "p": 0.050764281302690506,
     "m": 1.0
    },
    {
     "p": 0.04305212199687958,
     "m": 1.0
    },
    {
     "p": 0.0003823923470918089,
     "m": 1.0
    },
    {
     "p": 0.1090550571680069,
     "m": 1.0
    },
    {
     "p": 0.12407226115465164,
     "m": 1.0
    },
    {
     "p": 0.07281114161014557,
     "m": 1.0
    },
    {
     "p": 0.05828851833939552,
     "m": 1.0
    },
    {
     "p": 0.0862090066075325,
     "m": 1.0
    },
    {
     "p": 0.06819348782300949,
     "m": 1.0
    },
    {
     "p": 0.10215120762586594,
     "m": 1.0
    },
    {
     "p": 0.10306691378355026,
     "m": 1.0
    },
    {
     "p": 0.06366637349128723,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.4648791551589966,
   "val_loss": 1.3557804822921753,
   "acc": 50.65,
   "time": 74.43937607295811,
   "param": [
    {
     "p": 0.11540420353412628,
     "m": 1.0
    },
    {
     "p": 0.024481376633048058,
     "m": 1.0
    },
    {
     "p": 0.11103330552577972,
     "m": 1.0
    },
    {
     "p": 0.06554365903139114,
     "m": 1.0
    },
    {
     "p": 0.01750914566218853,
     "m": 1.0
    },
    {
     "p": 0.04251903295516968,
     "m": 1.0
    },
    {
     "p": 0.07597728818655014,
     "m": 1.0
    },
    {
     "p": 0.059147365391254425,
     "m": 1.0
    },
    {
     "p": 0.0875004380941391,
     "m": 1.0
    },
    {
     "p": 0.0952335000038147,
     "m": 1.0
    },
    {
     "p": 0.07212529331445694,
     "m": 1.0
    },
    {
     "p": 0.07115209847688675,
     "m": 1.0
    },
    {
     "p": 0.08408103883266449,
     "m": 1.0
    },
    {
     "p": 0.0782923623919487,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.3889546394348145,
   "val_loss": 1.3967125415802002,
   "acc": 52.11,
   "time": 95.08714216714725,
   "param": [
    {
     "p": 0.08334632217884064,
     "m": 1.0
    },
    {
     "p": 0.04273414611816406,
     "m": 1.0
    },
    {
     "p": 0.07206191122531891,
     "m": 1.0
    },
    {
     "p": 0.09966860711574554,
     "m": 1.0
    },
    {
     "p": 0.009517429396510124,
     "m": 1.0
    },
    {
     "p": 0.10297615081071854,
     "m": 1.0
    },
    {
     "p": 0.09724429249763489,
     "m": 1.0
    },
    {
     "p": 0.06756269931793213,
     "m": 1.0
    },
    {
     "p": 0.08156027644872665,
     "m": 1.0
    },
    {
     "p": 0.06923000514507294,
     "m": 1.0
    },
    {
     "p": 0.06334912776947021,
     "m": 1.0
    },
    {
     "p": 0.07281278073787689,
     "m": 1.0
    },
    {
     "p": 0.07665406912565231,
     "m": 1.0
    },
    {
     "p": 0.06128227338194847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.3750299215316772,
   "val_loss": 1.3151360750198364,
   "acc": 52.62,
   "time": 81.57565065496601,
   "param": [
    {
     "p": 0.06852670758962631,
     "m": 1.0
    },
    {
     "p": 0.014330088160932064,
     "m": 1.0
    },
    {
     "p": 0.10503049939870834,
     "m": 1.0
    },
    {
     "p": 0.04078788310289383,
     "m": 1.0
    },
    {
     "p": 0.014620581641793251,
     "m": 1.0
    },
    {
     "p": 0.09378478676080704,
     "m": 1.0
    },
    {
     "p": 0.049778565764427185,
     "m": 1.0
    },
    {
     "p": 0.09330451488494873,
     "m": 1.0
    },
    {
     "p": 0.10090712457895279,
     "m": 1.0
    },
    {
     "p": 0.1027899906039238,
     "m": 1.0
    },
    {
     "p": 0.08466874808073044,
     "m": 1.0
    },
    {
     "p": 0.0750851035118103,
     "m": 1.0
    },
    {
     "p": 0.08552798628807068,
     "m": 1.0
    },
    {
     "p": 0.07085743546485901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.4903310537338257,
   "val_loss": 1.304694414138794,
   "acc": 53.06,
   "time": 88.19557231594808,
   "param": [
    {
     "p": 0.07984955608844757,
     "m": 1.0
    },
    {
     "p": 0.0385432168841362,
     "m": 1.0
    },
    {
     "p": 0.09377650916576385,
     "m": 1.0
    },
    {
     "p": 0.09429346770048141,
     "m": 1.0
    },
    {
     "p": 0.013119813986122608,
     "m": 1.0
    },
    {
     "p": 0.07735499739646912,
     "m": 1.0
    },
    {
     "p": 0.08390040695667267,
     "m": 1.0
    },
    {
     "p": 0.045952022075653076,
     "m": 1.0
    },
    {
     "p": 0.040382757782936096,
     "m": 1.0
    },
    {
     "p": 0.1007339134812355,
     "m": 1.0
    },
    {
     "p": 0.05635599419474602,
     "m": 1.0
    },
    {
     "p": 0.09809669852256775,
     "m": 1.0
    },
    {
     "p": 0.08760309219360352,
     "m": 1.0
    },
    {
     "p": 0.09003749489784241,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.5594136714935303,
   "val_loss": 1.467824101448059,
   "acc": 52.07,
   "time": 91.83523249300197,
   "param": [
    {
     "p": 0.07749635726213455,
     "m": 1.0
    },
    {
     "p": 0.05504654347896576,
     "m": 1.0
    },
    {
     "p": 0.07455617189407349,
     "m": 1.0
    },
    {
     "p": 0.06998424232006073,
     "m": 1.0
    },
    {
     "p": 0.013602695427834988,
     "m": 1.0
    },
    {
     "p": 0.04661522060632706,
     "m": 1.0
    },
    {
     "p": 0.07079065591096878,
     "m": 1.0
    },
    {
     "p": 0.10256770253181458,
     "m": 1.0
    },
    {
     "p": 0.05596586689352989,
     "m": 1.0
    },
    {
     "p": 0.08830027282238007,
     "m": 1.0
    },
    {
     "p": 0.07263476401567459,
     "m": 1.0
    },
    {
     "p": 0.10164165496826172,
     "m": 1.0
    },
    {
     "p": 0.09910642355680466,
     "m": 1.0
    },
    {
     "p": 0.07169145345687866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.3228137493133545,
   "val_loss": 1.2675460577011108,
   "acc": 55.69,
   "time": 74.1453812289983,
   "param": [
    {
     "p": 0.11307545751333237,
     "m": 1.0
    },
    {
     "p": 0.03440108895301819,
     "m": 1.0
    },
    {
     "p": 0.07393285632133484,
     "m": 1.0
    },
    {
     "p": 0.03476407378911972,
     "m": 1.0
    },
    {
     "p": 0.023793553933501244,
     "m": 1.0
    },
    {
     "p": 0.054307445883750916,
     "m": 1.0
    },
    {
     "p": 0.07528304308652878,
     "m": 1.0
    },
    {
     "p": 0.06147041916847229,
     "m": 1.0
    },
    {
     "p": 0.0946655422449112,
     "m": 1.0
    },
    {
     "p": 0.10840529948472977,
     "m": 1.0
    },
    {
     "p": 0.09988012164831161,
     "m": 1.0
    },
    {
     "p": 0.0666811615228653,
     "m": 1.0
    },
    {
     "p": 0.09602046757936478,
     "m": 1.0
    },
    {
     "p": 0.06331951916217804,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.4884432554244995,
   "val_loss": 1.1717489957809448,
   "acc": 57.04,
   "time": 74.5252759330906,
   "param": [
    {
     "p": 0.06469273567199707,
     "m": 1.0
    },
    {
     "p": 0.05870840698480606,
     "m": 1.0
    },
    {
     "p": 0.0842888280749321,
     "m": 1.0
    },
    {
     "p": 0.08194195479154587,
     "m": 1.0
    },
    {
     "p": 0.007748372852802277,
     "m": 1.0
    },
    {
     "p": 0.08113379776477814,
     "m": 1.0
    },
    {
     "p": 0.09761468321084976,
     "m": 1.0
    },
    {
     "p": 0.04552755877375603,
     "m": 1.0
    },
    {
     "p": 0.06264622509479523,
     "m": 1.0
    },
    {
     "p": 0.07483318448066711,
     "m": 1.0
    },
    {
     "p": 0.06202073022723198,
     "m": 1.0
    },
    {
     "p": 0.11101310700178146,
     "m": 1.0
    },
    {
     "p": 0.09548531472682953,
     "m": 1.0
    },
    {
     "p": 0.072345070540905,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.4233161211013794,
   "val_loss": 1.3276903629302979,
   "acc": 57.39,
   "time": 87.93114207801409,
   "param": [
    {
     "p": 0.10461589694023132,
     "m": 1.0
    },
    {
     "p": 0.011364876292645931,
     "m": 1.0
    },
    {
     "p": 0.06854184716939926,
     "m": 1.0
    },
    {
     "p": 0.054172247648239136,
     "m": 1.0
    },
    {
     "p": 0.005738214589655399,
     "m": 1.0
    },
    {
     "p": 0.04928692430257797,
     "m": 1.0
    },
    {
     "p": 0.10470398515462875,
     "m": 1.0
    },
    {
     "p": 0.10839539766311646,
     "m": 1.0
    },
    {
     "p": 0.08241724222898483,
     "m": 1.0
    },
    {
     "p": 0.1054716482758522,
     "m": 1.0
    },
    {
     "p": 0.04431108385324478,
     "m": 1.0
    },
    {
     "p": 0.07683248072862625,
     "m": 1.0
    },
    {
     "p": 0.10053073614835739,
     "m": 1.0
    },
    {
     "p": 0.08361737430095673,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.267970085144043,
   "val_loss": 1.1955195665359497,
   "acc": 58.81,
   "time": 79.28111467789859,
   "param": [
    {
     "p": 0.09162665158510208,
     "m": 1.0
    },
    {
     "p": 0.035322319716215134,
     "m": 1.0
    },
    {
     "p": 0.09087805449962616,
     "m": 1.0
    },
    {
     "p": 0.04990934953093529,
     "m": 1.0
    },
    {
     "p": 0.02496066875755787,
     "m": 1.0
    },
    {
     "p": 0.0870366245508194,
     "m": 1.0
    },
    {
     "p": 0.09846185892820358,
     "m": 1.0
    },
    {
     "p": 0.0957305058836937,
     "m": 1.0
    },
    {
     "p": 0.06290988624095917,
     "m": 1.0
    },
    {
     "p": 0.05409887433052063,
     "m": 1.0
    },
    {
     "p": 0.062093161046504974,
     "m": 1.0
    },
    {
     "p": 0.06984759867191315,
     "m": 1.0
    },
    {
     "p": 0.10070069879293442,
     "m": 1.0
    },
    {
     "p": 0.07642381638288498,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.4009023904800415,
   "val_loss": 1.337542176246643,
   "acc": 58.95,
   "time": 86.82209481298923,
   "param": [
    {
     "p": 0.07945533096790314,
     "m": 1.0
    },
    {
     "p": 0.029847189784049988,
     "m": 1.0
    },
    {
     "p": 0.08363716304302216,
     "m": 1.0
    },
    {
     "p": 0.06701872497797012,
     "m": 1.0
    },
    {
     "p": 0.016039134934544563,
     "m": 1.0
    },
    {
     "p": 0.06783244013786316,
     "m": 1.0
    },
    {
     "p": 0.05783925577998161,
     "m": 1.0
    },
    {
     "p": 0.08426546305418015,
     "m": 1.0
    },
    {
     "p": 0.0774310752749443,
     "m": 1.0
    },
    {
     "p": 0.11911831796169281,
     "m": 1.0
    },
    {
     "p": 0.06735669076442719,
     "m": 1.0
    },
    {
     "p": 0.06871437281370163,
     "m": 1.0
    },
    {
     "p": 0.08930471539497375,
     "m": 1.0
    },
    {
     "p": 0.0921400636434555,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.2430323362350464,
   "val_loss": 1.1322585344314575,
   "acc": 59.37,
   "time": 75.86972129903734,
   "param": [
    {
     "p": 0.07066930085420609,
     "m": 1.0
    },
    {
     "p": 0.02438327483832836,
     "m": 1.0
    },
    {
     "p": 0.08774346858263016,
     "m": 1.0
    },
    {
     "p": 0.04963495954871178,
     "m": 1.0
    },
    {
     "p": 0.04259413480758667,
     "m": 1.0
    },
    {
     "p": 0.05881176143884659,
     "m": 1.0
    },
    {
     "p": 0.05837506055831909,
     "m": 1.0
    },
    {
     "p": 0.06256446987390518,
     "m": 1.0
    },
    {
     "p": 0.09066237509250641,
     "m": 1.0
    },
    {
     "p": 0.10272848606109619,
     "m": 1.0
    },
    {
     "p": 0.09178610146045685,
     "m": 1.0
    },
    {
     "p": 0.10445751994848251,
     "m": 1.0
    },
    {
     "p": 0.07854519039392471,
     "m": 1.0
    },
    {
     "p": 0.07704387605190277,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.0532127618789673,
   "val_loss": 1.3038042783737183,
   "acc": 59.52,
   "time": 71.93704348686151,
   "param": [
    {
     "p": 0.06066371500492096,
     "m": 1.0
    },
    {
     "p": 0.047452349215745926,
     "m": 1.0
    },
    {
     "p": 0.07383280992507935,
     "m": 1.0
    },
    {
     "p": 0.09089072048664093,
     "m": 1.0
    },
    {
     "p": 0.03669208288192749,
     "m": 1.0
    },
    {
     "p": 0.06300198286771774,
     "m": 1.0
    },
    {
     "p": 0.0924709364771843,
     "m": 1.0
    },
    {
     "p": 0.08345246315002441,
     "m": 1.0
    },
    {
     "p": 0.06444218009710312,
     "m": 1.0
    },
    {
     "p": 0.09929452836513519,
     "m": 1.0
    },
    {
     "p": 0.06997732073068619,
     "m": 1.0
    },
    {
     "p": 0.07720113545656204,
     "m": 1.0
    },
    {
     "p": 0.08526726812124252,
     "m": 1.0
    },
    {
     "p": 0.055360473692417145,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.1319555044174194,
   "val_loss": 1.109129786491394,
   "acc": 58.77,
   "time": 73.13612504885532,
   "param": [
    {
     "p": 0.11866901069879532,
     "m": 1.0
    },
    {
     "p": 0.004828426521271467,
     "m": 1.0
    },
    {
     "p": 0.06132648140192032,
     "m": 1.0
    },
    {
     "p": 0.10523886233568192,
     "m": 1.0
    },
    {
     "p": 0.03212742879986763,
     "m": 1.0
    },
    {
     "p": 0.07085292041301727,
     "m": 1.0
    },
    {
     "p": 0.07465233653783798,
     "m": 1.0
    },
    {
     "p": 0.07123298197984695,
     "m": 1.0
    },
    {
     "p": 0.06503836810588837,
     "m": 1.0
    },
    {
     "p": 0.0777067318558693,
     "m": 1.0
    },
    {
     "p": 0.07237285375595093,
     "m": 1.0
    },
    {
     "p": 0.10092216730117798,
     "m": 1.0
    },
    {
     "p": 0.09171132743358612,
     "m": 1.0
    },
    {
     "p": 0.05332005023956299,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.1992603540420532,
   "val_loss": 1.0834949016571045,
   "acc": 62.55,
   "time": 73.09024804783985,
   "param": [
    {
     "p": 0.09593145549297333,
     "m": 1.0
    },
    {
     "p": 0.039367739111185074,
     "m": 1.0
    },
    {
     "p": 0.09914592653512955,
     "m": 1.0
    },
    {
     "p": 0.050377387553453445,
     "m": 1.0
    },
    {
     "p": 0.02876422367990017,
     "m": 1.0
    },
    {
     "p": 0.07510585337877274,
     "m": 1.0
    },
    {
     "p": 0.04967232421040535,
     "m": 1.0
    },
    {
     "p": 0.08696328103542328,
     "m": 1.0
    },
    {
     "p": 0.05739107355475426,
     "m": 1.0
    },
    {
     "p": 0.08297216147184372,
     "m": 1.0
    },
    {
     "p": 0.07395924627780914,
     "m": 1.0
    },
    {
     "p": 0.0911116749048233,
     "m": 1.0
    },
    {
     "p": 0.09761370718479156,
     "m": 1.0
    },
    {
     "p": 0.07162395864725113,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.2125437259674072,
   "val_loss": 1.097726583480835,
   "acc": 61.95,
   "time": 73.75416399003007,
   "param": [
    {
     "p": 0.10977296531200409,
     "m": 1.0
    },
    {
     "p": 0.022840943187475204,
     "m": 1.0
    },
    {
     "p": 0.089711032807827,
     "m": 1.0
    },
    {
     "p": 0.11227738857269287,
     "m": 1.0
    },
    {
     "p": 0.03092224895954132,
     "m": 1.0
    },
    {
     "p": 0.06414882093667984,
     "m": 1.0
    },
    {
     "p": 0.05210795998573303,
     "m": 1.0
    },
    {
     "p": 0.08283737301826477,
     "m": 1.0
    },
    {
     "p": 0.09159593284130096,
     "m": 1.0
    },
    {
     "p": 0.06024016812443733,
     "m": 1.0
    },
    {
     "p": 0.061434440314769745,
     "m": 1.0
    },
    {
     "p": 0.05399938300251961,
     "m": 1.0
    },
    {
     "p": 0.10169322788715363,
     "m": 1.0
    },
    {
     "p": 0.0664181187748909,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.0402408838272095,
   "val_loss": 1.1683754920959473,
   "acc": 61.92,
   "time": 72.76501083304174,
   "param": [
    {
     "p": 0.08066894114017487,
     "m": 1.0
    },
    {
     "p": 0.05494372174143791,
     "m": 1.0
    },
    {
     "p": 0.054472666233778,
     "m": 1.0
    },
    {
     "p": 0.048610031604766846,
     "m": 1.0
    },
    {
     "p": 0.0403253436088562,
     "m": 1.0
    },
    {
     "p": 0.08695312589406967,
     "m": 1.0
    },
    {
     "p": 0.07437484711408615,
     "m": 1.0
    },
    {
     "p": 0.07180134952068329,
     "m": 1.0
    },
    {
     "p": 0.08080240339040756,
     "m": 1.0
    },
    {
     "p": 0.09863833338022232,
     "m": 1.0
    },
    {
     "p": 0.08015608042478561,
     "m": 1.0
    },
    {
     "p": 0.08276322484016418,
     "m": 1.0
    },
    {
     "p": 0.09716422855854034,
     "m": 1.0
    },
    {
     "p": 0.04832577332854271,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.0002140998840332,
   "val_loss": 1.0275145769119263,
   "acc": 63.25,
   "time": 71.48170409188606,
   "param": [
    {
     "p": 0.09179814159870148,
     "m": 1.0
    },
    {
     "p": 0.041985101997852325,
     "m": 1.0
    },
    {
     "p": 0.1027359887957573,
     "m": 1.0
    },
    {
     "p": 0.08178580552339554,
     "m": 1.0
    },
    {
     "p": 0.06150896102190018,
     "m": 1.0
    },
    {
     "p": 0.09712601453065872,
     "m": 1.0
    },
    {
     "p": 0.07302577048540115,
     "m": 1.0
    },
    {
     "p": 0.06991123408079147,
     "m": 1.0
    },
    {
     "p": 0.07953430712223053,
     "m": 1.0
    },
    {
     "p": 0.04862937703728676,
     "m": 1.0
    },
    {
     "p": 0.07567323744297028,
     "m": 1.0
    },
    {
     "p": 0.04722918942570686,
     "m": 1.0
    },
    {
     "p": 0.07868696749210358,
     "m": 1.0
    },
    {
     "p": 0.05036980286240578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.344018816947937,
   "val_loss": 1.1161766052246094,
   "acc": 63.5,
   "time": 72.64045424899086,
   "param": [
    {
     "p": 0.08415111154317856,
     "m": 1.0
    },
    {
     "p": 0.04685182869434357,
     "m": 1.0
    },
    {
     "p": 0.06476832926273346,
     "m": 1.0
    },
    {
     "p": 0.0586506687104702,
     "m": 1.0
    },
    {
     "p": 0.03163430467247963,
     "m": 1.0
    },
    {
     "p": 0.09741268306970596,
     "m": 1.0
    },
    {
     "p": 0.07192591577768326,
     "m": 1.0
    },
    {
     "p": 0.06888864189386368,
     "m": 1.0
    },
    {
     "p": 0.07979375869035721,
     "m": 1.0
    },
    {
     "p": 0.10297446697950363,
     "m": 1.0
    },
    {
     "p": 0.05614640563726425,
     "m": 1.0
    },
    {
     "p": 0.07398009300231934,
     "m": 1.0
    },
    {
     "p": 0.09039326012134552,
     "m": 1.0
    },
    {
     "p": 0.07242842763662338,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.003664255142212,
   "val_loss": 1.025692105293274,
   "acc": 62.86,
   "time": 72.70438282215036,
   "param": [
    {
     "p": 0.1045437604188919,
     "m": 1.0
    },
    {
     "p": 0.051271338015794754,
     "m": 1.0
    },
    {
     "p": 0.08364785462617874,
     "m": 1.0
    },
    {
     "p": 0.062105730175971985,
     "m": 1.0
    },
    {
     "p": 0.024214215576648712,
     "m": 1.0
    },
    {
     "p": 0.050873614847660065,
     "m": 1.0
    },
    {
     "p": 0.07504771649837494,
     "m": 1.0
    },
    {
     "p": 0.05041457712650299,
     "m": 1.0
    },
    {
     "p": 0.09279336035251617,
     "m": 1.0
    },
    {
     "p": 0.0695422887802124,
     "m": 1.0
    },
    {
     "p": 0.07204844802618027,
     "m": 1.0
    },
    {
     "p": 0.09338778257369995,
     "m": 1.0
    },
    {
     "p": 0.09700101613998413,
     "m": 1.0
    },
    {
     "p": 0.07310836017131805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.2073843479156494,
   "val_loss": 1.0194275379180908,
   "acc": 64.65,
   "time": 75.64849194395356,
   "param": [
    {
     "p": 0.07985784113407135,
     "m": 1.0
    },
    {
     "p": 0.04555327817797661,
     "m": 1.0
    },
    {
     "p": 0.08587422221899033,
     "m": 1.0
    },
    {
     "p": 0.0779852420091629,
     "m": 1.0
    },
    {
     "p": 0.06339599937200546,
     "m": 1.0
    },
    {
     "p": 0.06498373299837112,
     "m": 1.0
    },
    {
     "p": 0.07611425220966339,
     "m": 1.0
    },
    {
     "p": 0.086553193628788,
     "m": 1.0
    },
    {
     "p": 0.08428072184324265,
     "m": 1.0
    },
    {
     "p": 0.07065774500370026,
     "m": 1.0
    },
    {
     "p": 0.06290917098522186,
     "m": 1.0
    },
    {
     "p": 0.05693889781832695,
     "m": 1.0
    },
    {
     "p": 0.06469015777111053,
     "m": 1.0
    },
    {
     "p": 0.0802055299282074,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 0.8196570873260498,
   "val_loss": 0.9511138796806335,
   "acc": 64.7,
   "time": 95.53216846403666,
   "param": [
    {
     "p": 0.052830349653959274,
     "m": 1.0
    },
    {
     "p": 0.03628850728273392,
     "m": 1.0
    },
    {
     "p": 0.08417032659053802,
     "m": 1.0
    },
    {
     "p": 0.053834158927202225,
     "m": 1.0
    },
    {
     "p": 0.06452874839305878,
     "m": 1.0
    },
    {
     "p": 0.07345915585756302,
     "m": 1.0
    },
    {
     "p": 0.09295390546321869,
     "m": 1.0
    },
    {
     "p": 0.07307527959346771,
     "m": 1.0
    },
    {
     "p": 0.09262260794639587,
     "m": 1.0
    },
    {
     "p": 0.06481873244047165,
     "m": 1.0
    },
    {
     "p": 0.05685947462916374,
     "m": 1.0
    },
    {
     "p": 0.11216975003480911,
     "m": 1.0
    },
    {
     "p": 0.06785570830106735,
     "m": 1.0
    },
    {
     "p": 0.07453335076570511,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.0932763814926147,
   "val_loss": 1.0594125986099243,
   "acc": 63.03,
   "time": 81.57775034592487,
   "param": [
    {
     "p": 0.09315160661935806,
     "m": 1.0
    },
    {
     "p": 0.028360754251480103,
     "m": 1.0
    },
    {
     "p": 0.07597409933805466,
     "m": 1.0
    },
    {
     "p": 0.04559275880455971,
     "m": 1.0
    },
    {
     "p": 0.04234597459435463,
     "m": 1.0
    },
    {
     "p": 0.06471900641918182,
     "m": 1.0
    },
    {
     "p": 0.08050568401813507,
     "m": 1.0
    },
    {
     "p": 0.07274266332387924,
     "m": 1.0
    },
    {
     "p": 0.06532950699329376,
     "m": 1.0
    },
    {
     "p": 0.10027151554822922,
     "m": 1.0
    },
    {
     "p": 0.0728888064622879,
     "m": 1.0
    },
    {
     "p": 0.08551701158285141,
     "m": 1.0
    },
    {
     "p": 0.10193674266338348,
     "m": 1.0
    },
    {
     "p": 0.07066386193037033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 0.9341647624969482,
   "val_loss": 1.087026596069336,
   "acc": 64.38,
   "time": 72.28208638099022,
   "param": [
    {
     "p": 0.07723651081323624,
     "m": 1.0
    },
    {
     "p": 0.045545514672994614,
     "m": 1.0
    },
    {
     "p": 0.09832409769296646,
     "m": 1.0
    },
    {
     "p": 0.057597775012254715,
     "m": 1.0
    },
    {
     "p": 0.04342726245522499,
     "m": 1.0
    },
    {
     "p": 0.0716649740934372,
     "m": 1.0
    },
    {
     "p": 0.05489281937479973,
     "m": 1.0
    },
    {
     "p": 0.09401591867208481,
     "m": 1.0
    },
    {
     "p": 0.0877118930220604,
     "m": 1.0
    },
    {
     "p": 0.0979633629322052,
     "m": 1.0
    },
    {
     "p": 0.07316272705793381,
     "m": 1.0
    },
    {
     "p": 0.07661750912666321,
     "m": 1.0
    },
    {
     "p": 0.07516331225633621,
     "m": 1.0
    },
    {
     "p": 0.046676330268383026,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.069730520248413,
   "val_loss": 0.9975390434265137,
   "acc": 63.14,
   "time": 72.92542839399539,
   "param": [
    {
     "p": 0.07710503041744232,
     "m": 1.0
    },
    {
     "p": 0.05829441174864769,
     "m": 1.0
    },
    {
     "p": 0.05322941020131111,
     "m": 1.0
    },
    {
     "p": 0.08893151581287384,
     "m": 1.0
    },
    {
     "p": 0.05262821912765503,
     "m": 1.0
    },
    {
     "p": 0.06895831972360611,
     "m": 1.0
    },
    {
     "p": 0.06115386262536049,
     "m": 1.0
    },
    {
     "p": 0.07443831861019135,
     "m": 1.0
    },
    {
     "p": 0.09464634954929352,
     "m": 1.0
    },
    {
     "p": 0.09060201048851013,
     "m": 1.0
    },
    {
     "p": 0.06705912947654724,
     "m": 1.0
    },
    {
     "p": 0.09084778279066086,
     "m": 1.0
    },
    {
     "p": 0.07628822326660156,
     "m": 1.0
    },
    {
     "p": 0.04581734165549278,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 0.9931129217147827,
   "val_loss": 1.0451544523239136,
   "acc": 65.3,
   "time": 73.52591709187254,
   "param": [
    {
     "p": 0.08343963325023651,
     "m": 1.0
    },
    {
     "p": 0.05112002417445183,
     "m": 1.0
    },
    {
     "p": 0.07620415836572647,
     "m": 1.0
    },
    {
     "p": 0.05482380837202072,
     "m": 1.0
    },
    {
     "p": 0.04473358765244484,
     "m": 1.0
    },
    {
     "p": 0.06846264004707336,
     "m": 1.0
    },
    {
     "p": 0.08883394300937653,
     "m": 1.0
    },
    {
     "p": 0.061630625277757645,
     "m": 1.0
    },
    {
     "p": 0.06280491501092911,
     "m": 1.0
    },
    {
     "p": 0.09223189949989319,
     "m": 1.0
    },
    {
     "p": 0.06341057270765305,
     "m": 1.0
    },
    {
     "p": 0.07417719066143036,
     "m": 1.0
    },
    {
     "p": 0.09175361692905426,
     "m": 1.0
    },
    {
     "p": 0.08637344837188721,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.1452516317367554,
   "val_loss": 0.9627924561500549,
   "acc": 65.86,
   "time": 71.71792255993932,
   "param": [
    {
     "p": 0.08671209961175919,
     "m": 1.0
    },
    {
     "p": 0.04570893943309784,
     "m": 1.0
    },
    {
     "p": 0.07196024060249329,
     "m": 1.0
    },
    {
     "p": 0.04712403938174248,
     "m": 1.0
    },
    {
     "p": 0.06275596469640732,
     "m": 1.0
    },
    {
     "p": 0.054131098091602325,
     "m": 1.0
    },
    {
     "p": 0.041629891842603683,
     "m": 1.0
    },
    {
     "p": 0.09521005302667618,
     "m": 1.0
    },
    {
     "p": 0.09327225387096405,
     "m": 1.0
    },
    {
     "p": 0.053501106798648834,
     "m": 1.0
    },
    {
     "p": 0.09685993194580078,
     "m": 1.0
    },
    {
     "p": 0.09872934967279434,
     "m": 1.0
    },
    {
     "p": 0.08168678730726242,
     "m": 1.0
    },
    {
     "p": 0.07071832567453384,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 0.9604015946388245,
   "val_loss": 0.9647950530052185,
   "acc": 64.41,
   "time": 73.93073647818528,
   "param": [
    {
     "p": 0.07533175498247147,
     "m": 1.0
    },
    {
     "p": 0.05096588283777237,
     "m": 1.0
    },
    {
     "p": 0.055437665432691574,
     "m": 1.0
    },
    {
     "p": 0.06346999853849411,
     "m": 1.0
    },
    {
     "p": 0.05214506760239601,
     "m": 1.0
    },
    {
     "p": 0.055131696164608,
     "m": 1.0
    },
    {
     "p": 0.09748553484678268,
     "m": 1.0
    },
    {
     "p": 0.06875608116388321,
     "m": 1.0
    },
    {
     "p": 0.08685169368982315,
     "m": 1.0
    },
    {
     "p": 0.07971825450658798,
     "m": 1.0
    },
    {
     "p": 0.07933810353279114,
     "m": 1.0
    },
    {
     "p": 0.08986742794513702,
     "m": 1.0
    },
    {
     "p": 0.07502996921539307,
     "m": 1.0
    },
    {
     "p": 0.07047077268362045,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 0.9829383492469788,
   "val_loss": 0.9923734664916992,
   "acc": 65.95,
   "time": 74.93714159005322,
   "param": [
    {
     "p": 0.07084742933511734,
     "m": 1.0
    },
    {
     "p": 0.01740025356411934,
     "m": 1.0
    },
    {
     "p": 0.12023164331912994,
     "m": 1.0
    },
    {
     "p": 0.06979409605264664,
     "m": 1.0
    },
    {
     "p": 0.051521673798561096,
     "m": 1.0
    },
    {
     "p": 0.05472572520375252,
     "m": 1.0
    },
    {
     "p": 0.051336053758859634,
     "m": 1.0
    },
    {
     "p": 0.07004308700561523,
     "m": 1.0
    },
    {
     "p": 0.07518953084945679,
     "m": 1.0
    },
    {
     "p": 0.0735025703907013,
     "m": 1.0
    },
    {
     "p": 0.08140294998884201,
     "m": 1.0
    },
    {
     "p": 0.08450975269079208,
     "m": 1.0
    },
    {
     "p": 0.1096448004245758,
     "m": 1.0
    },
    {
     "p": 0.06985047459602356,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.1281702518463135,
   "val_loss": 1.0079495906829834,
   "acc": 66.68,
   "time": 71.96187742613256,
   "param": [
    {
     "p": 0.06534775346517563,
     "m": 1.0
    },
    {
     "p": 0.047381691634655,
     "m": 1.0
    },
    {
     "p": 0.07597377151250839,
     "m": 1.0
    },
    {
     "p": 0.06582055240869522,
     "m": 1.0
    },
    {
     "p": 0.07514683157205582,
     "m": 1.0
    },
    {
     "p": 0.06189599260687828,
     "m": 1.0
    },
    {
     "p": 0.10143173485994339,
     "m": 1.0
    },
    {
     "p": 0.07275921106338501,
     "m": 1.0
    },
    {
     "p": 0.09479956328868866,
     "m": 1.0
    },
    {
     "p": 0.08517008274793625,
     "m": 1.0
    },
    {
     "p": 0.04485480114817619,
     "m": 1.0
    },
    {
     "p": 0.06714200228452682,
     "m": 1.0
    },
    {
     "p": 0.09343830496072769,
     "m": 1.0
    },
    {
     "p": 0.04883764684200287,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.0137474536895752,
   "val_loss": 0.7762026786804199,
   "acc": 67.05,
   "time": 72.755799371982,
   "param": [
    {
     "p": 0.07396385818719864,
     "m": 1.0
    },
    {
     "p": 0.02998533844947815,
     "m": 1.0
    },
    {
     "p": 0.096982941031456,
     "m": 1.0
    },
    {
     "p": 0.05891359597444534,
     "m": 1.0
    },
    {
     "p": 0.044109951704740524,
     "m": 1.0
    },
    {
     "p": 0.0857849270105362,
     "m": 1.0
    },
    {
     "p": 0.04541894793510437,
     "m": 1.0
    },
    {
     "p": 0.06857400387525558,
     "m": 1.0
    },
    {
     "p": 0.05011335387825966,
     "m": 1.0
    },
    {
     "p": 0.10825715214014053,
     "m": 1.0
    },
    {
     "p": 0.10855208337306976,
     "m": 1.0
    },
    {
     "p": 0.07581641525030136,
     "m": 1.0
    },
    {
     "p": 0.091762475669384,
     "m": 1.0
    },
    {
     "p": 0.06176504120230675,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 0.7917823791503906,
   "val_loss": 0.8934735059738159,
   "acc": 67.62,
   "time": 71.98921130388044,
   "param": [
    {
     "p": 0.09273243695497513,
     "m": 1.0
    },
    {
     "p": 0.05957235395908356,
     "m": 1.0
    },
    {
     "p": 0.0735248252749443,
     "m": 1.0
    },
    {
     "p": 0.05722624808549881,
     "m": 1.0
    },
    {
     "p": 0.04743797704577446,
     "m": 1.0
    },
    {
     "p": 0.06968461722135544,
     "m": 1.0
    },
    {
     "p": 0.0951182022690773,
     "m": 1.0
    },
    {
     "p": 0.07324250787496567,
     "m": 1.0
    },
    {
     "p": 0.0818302258849144,
     "m": 1.0
    },
    {
     "p": 0.08977934718132019,
     "m": 1.0
    },
    {
     "p": 0.08016149699687958,
     "m": 1.0
    },
    {
     "p": 0.06444230675697327,
     "m": 1.0
    },
    {
     "p": 0.06358996778726578,
     "m": 1.0
    },
    {
     "p": 0.05165750905871391,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 0.8517612814903259,
   "val_loss": 1.0503875017166138,
   "acc": 68.0,
   "time": 72.43586357310414,
   "param": [
    {
     "p": 0.06992851197719574,
     "m": 1.0
    },
    {
     "p": 0.019010286778211594,
     "m": 1.0
    },
    {
     "p": 0.10134854167699814,
     "m": 1.0
    },
    {
     "p": 0.053878262639045715,
     "m": 1.0
    },
    {
     "p": 0.013929374516010284,
     "m": 1.0
    },
    {
     "p": 0.09276557713747025,
     "m": 1.0
    },
    {
     "p": 0.0698460042476654,
     "m": 1.0
    },
    {
     "p": 0.09105101972818375,
     "m": 1.0
    },
    {
     "p": 0.10113078355789185,
     "m": 1.0
    },
    {
     "p": 0.10101547092199326,
     "m": 1.0
    },
    {
     "p": 0.06258728355169296,
     "m": 1.0
    },
    {
     "p": 0.11472909152507782,
     "m": 1.0
    },
    {
     "p": 0.06366819888353348,
     "m": 1.0
    },
    {
     "p": 0.04511158913373947,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.7033496499061584,
   "val_loss": 1.0842506885528564,
   "acc": 67.71,
   "time": 72.35571242379956,
   "param": [
    {
     "p": 0.08401647210121155,
     "m": 1.0
    },
    {
     "p": 0.04355248436331749,
     "m": 1.0
    },
    {
     "p": 0.09461119771003723,
     "m": 1.0
    },
    {
     "p": 0.05642005056142807,
     "m": 1.0
    },
    {
     "p": 0.03174985945224762,
     "m": 1.0
    },
    {
     "p": 0.0714055672287941,
     "m": 1.0
    },
    {
     "p": 0.07189474999904633,
     "m": 1.0
    },
    {
     "p": 0.07527375966310501,
     "m": 1.0
    },
    {
     "p": 0.06749899685382843,
     "m": 1.0
    },
    {
     "p": 0.07054118067026138,
     "m": 1.0
    },
    {
     "p": 0.07195518910884857,
     "m": 1.0
    },
    {
     "p": 0.10201516002416611,
     "m": 1.0
    },
    {
     "p": 0.07613828033208847,
     "m": 1.0
    },
    {
     "p": 0.08292709290981293,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 0.725727379322052,
   "val_loss": 1.0106689929962158,
   "acc": 67.42,
   "time": 72.31343110301532,
   "param": [
    {
     "p": 0.07004272192716599,
     "m": 1.0
    },
    {
     "p": 0.03861964866518974,
     "m": 1.0
    },
    {
     "p": 0.07470502704381943,
     "m": 1.0
    },
    {
     "p": 0.035755258053541183,
     "m": 1.0
    },
    {
     "p": 0.06244152784347534,
     "m": 1.0
    },
    {
     "p": 0.07544761896133423,
     "m": 1.0
    },
    {
     "p": 0.10675403475761414,
     "m": 1.0
    },
    {
     "p": 0.07591380923986435,
     "m": 1.0
    },
    {
     "p": 0.06798897683620453,
     "m": 1.0
    },
    {
     "p": 0.1204572319984436,
     "m": 1.0
    },
    {
     "p": 0.05234983190894127,
     "m": 1.0
    },
    {
     "p": 0.07209620624780655,
     "m": 1.0
    },
    {
     "p": 0.09556926786899567,
     "m": 1.0
    },
    {
     "p": 0.05185878276824951,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.8443964719772339,
   "val_loss": 1.023306131362915,
   "acc": 67.34,
   "time": 72.04887277702801,
   "param": [
    {
     "p": 0.08548908680677414,
     "m": 1.0
    },
    {
     "p": 0.055783964693546295,
     "m": 1.0
    },
    {
     "p": 0.0679708942770958,
     "m": 1.0
    },
    {
     "p": 0.0680069699883461,
     "m": 1.0
    },
    {
     "p": 0.05042491853237152,
     "m": 1.0
    },
    {
     "p": 0.09136231243610382,
     "m": 1.0
    },
    {
     "p": 0.03366219624876976,
     "m": 1.0
    },
    {
     "p": 0.09593837708234787,
     "m": 1.0
    },
    {
     "p": 0.10301569849252701,
     "m": 1.0
    },
    {
     "p": 0.06651876121759415,
     "m": 1.0
    },
    {
     "p": 0.07321513444185257,
     "m": 1.0
    },
    {
     "p": 0.07678867131471634,
     "m": 1.0
    },
    {
     "p": 0.09620548784732819,
     "m": 1.0
    },
    {
     "p": 0.03561761602759361,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 0.82747483253479,
   "val_loss": 0.9638100266456604,
   "acc": 67.52,
   "time": 73.45615432411432,
   "param": [
    {
     "p": 0.07264363765716553,
     "m": 1.0
    },
    {
     "p": 0.03919524699449539,
     "m": 1.0
    },
    {
     "p": 0.08077125251293182,
     "m": 1.0
    },
    {
     "p": 0.05081366002559662,
     "m": 1.0
    },
    {
     "p": 0.06901762634515762,
     "m": 1.0
    },
    {
     "p": 0.05517994984984398,
     "m": 1.0
    },
    {
     "p": 0.05620470270514488,
     "m": 1.0
    },
    {
     "p": 0.07960078865289688,
     "m": 1.0
    },
    {
     "p": 0.08779094368219376,
     "m": 1.0
    },
    {
     "p": 0.04927439242601395,
     "m": 1.0
    },
    {
     "p": 0.09089326113462448,
     "m": 1.0
    },
    {
     "p": 0.10398256778717041,
     "m": 1.0
    },
    {
     "p": 0.10355576127767563,
     "m": 1.0
    },
    {
     "p": 0.06107623502612114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 0.8864138722419739,
   "val_loss": 1.0022395849227905,
   "acc": 68.24,
   "time": 72.84258666611277,
   "param": [
    {
     "p": 0.07306265085935593,
     "m": 1.0
    },
    {
     "p": 0.047386351972818375,
     "m": 1.0
    },
    {
     "p": 0.061796169728040695,
     "m": 1.0
    },
    {
     "p": 0.08242615312337875,
     "m": 1.0
    },
    {
     "p": 0.03766236826777458,
     "m": 1.0
    },
    {
     "p": 0.06588788330554962,
     "m": 1.0
    },
    {
     "p": 0.06512327492237091,
     "m": 1.0
    },
    {
     "p": 0.07639892399311066,
     "m": 1.0
    },
    {
     "p": 0.10565780103206635,
     "m": 1.0
    },
    {
     "p": 0.08767543733119965,
     "m": 1.0
    },
    {
     "p": 0.07018161565065384,
     "m": 1.0
    },
    {
     "p": 0.06909282505512238,
     "m": 1.0
    },
    {
     "p": 0.07982401549816132,
     "m": 1.0
    },
    {
     "p": 0.07782454043626785,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.0410223007202148,
   "val_loss": 0.9158440232276917,
   "acc": 67.59,
   "time": 71.77982639009133,
   "param": [
    {
     "p": 0.07097773998975754,
     "m": 1.0
    },
    {
     "p": 0.02304770052433014,
     "m": 1.0
    },
    {
     "p": 0.0665951669216156,
     "m": 1.0
    },
    {
     "p": 0.08745653182268143,
     "m": 1.0
    },
    {
     "p": 0.08574867993593216,
     "m": 1.0
    },
    {
     "p": 0.0780201181769371,
     "m": 1.0
    },
    {
     "p": 0.05770736560225487,
     "m": 1.0
    },
    {
     "p": 0.05284241586923599,
     "m": 1.0
    },
    {
     "p": 0.06434310972690582,
     "m": 1.0
    },
    {
     "p": 0.0680980235338211,
     "m": 1.0
    },
    {
     "p": 0.08175069093704224,
     "m": 1.0
    },
    {
     "p": 0.09831561148166656,
     "m": 1.0
    },
    {
     "p": 0.07485703378915787,
     "m": 1.0
    },
    {
     "p": 0.0902397483587265,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.8359873294830322,
   "val_loss": 0.8200722336769104,
   "acc": 67.45,
   "time": 72.51294388901442,
   "param": [
    {
     "p": 0.06620707362890244,
     "m": 1.0
    },
    {
     "p": 0.04432268813252449,
     "m": 1.0
    },
    {
     "p": 0.10317958146333694,
     "m": 1.0
    },
    {
     "p": 0.05991964042186737,
     "m": 1.0
    },
    {
     "p": 0.05789491906762123,
     "m": 1.0
    },
    {
     "p": 0.054448556154966354,
     "m": 1.0
    },
    {
     "p": 0.07230345904827118,
     "m": 1.0
    },
    {
     "p": 0.056679487228393555,
     "m": 1.0
    },
    {
     "p": 0.08194379508495331,
     "m": 1.0
    },
    {
     "p": 0.06497212499380112,
     "m": 1.0
    },
    {
     "p": 0.06974209100008011,
     "m": 1.0
    },
    {
     "p": 0.0913744866847992,
     "m": 1.0
    },
    {
     "p": 0.09660844504833221,
     "m": 1.0
    },
    {
     "p": 0.08040361106395721,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.8457582592964172,
   "val_loss": 0.9228852391242981,
   "acc": 68.86,
   "time": 73.58369018486701,
   "param": [
    {
     "p": 0.0748060867190361,
     "m": 1.0
    },
    {
     "p": 0.0439566895365715,
     "m": 1.0
    },
    {
     "p": 0.07361635565757751,
     "m": 1.0
    },
    {
     "p": 0.07443634420633316,
     "m": 1.0
    },
    {
     "p": 0.06263577938079834,
     "m": 1.0
    },
    {
     "p": 0.06796685606241226,
     "m": 1.0
    },
    {
     "p": 0.08944617211818695,
     "m": 1.0
    },
    {
     "p": 0.07089436799287796,
     "m": 1.0
    },
    {
     "p": 0.07675329595804214,
     "m": 1.0
    },
    {
     "p": 0.08180733770132065,
     "m": 1.0
    },
    {
     "p": 0.053828176110982895,
     "m": 1.0
    },
    {
     "p": 0.0914916917681694,
     "m": 1.0
    },
    {
     "p": 0.07434020191431046,
     "m": 1.0
    },
    {
     "p": 0.06402065604925156,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.9010802507400513,
   "val_loss": 0.8561776876449585,
   "acc": 68.26,
   "time": 73.37420621700585,
   "param": [
    {
     "p": 0.09880959242582321,
     "m": 1.0
    },
    {
     "p": 0.045577943325042725,
     "m": 1.0
    },
    {
     "p": 0.060525890439748764,
     "m": 1.0
    },
    {
     "p": 0.07444147765636444,
     "m": 1.0
    },
    {
     "p": 0.08010097593069077,
     "m": 1.0
    },
    {
     "p": 0.0893714502453804,
     "m": 1.0
    },
    {
     "p": 0.05700445920228958,
     "m": 1.0
    },
    {
     "p": 0.08587577939033508,
     "m": 1.0
    },
    {
     "p": 0.0828607901930809,
     "m": 1.0
    },
    {
     "p": 0.05768648907542229,
     "m": 1.0
    },
    {
     "p": 0.07942664623260498,
     "m": 1.0
    },
    {
     "p": 0.07279447466135025,
     "m": 1.0
    },
    {
     "p": 0.05768648907542229,
     "m": 1.0
    },
    {
     "p": 0.057837504893541336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.7898257970809937,
   "val_loss": 0.9028792381286621,
   "acc": 68.56,
   "time": 72.35083031794056,
   "param": [
    {
     "p": 0.0843128114938736,
     "m": 1.0
    },
    {
     "p": 0.0468875989317894,
     "m": 1.0
    },
    {
     "p": 0.07634574174880981,
     "m": 1.0
    },
    {
     "p": 0.0818079337477684,
     "m": 1.0
    },
    {
     "p": 0.0667303279042244,
     "m": 1.0
    },
    {
     "p": 0.04921916127204895,
     "m": 1.0
    },
    {
     "p": 0.07831139117479324,
     "m": 1.0
    },
    {
     "p": 0.08279574662446976,
     "m": 1.0
    },
    {
     "p": 0.05757349729537964,
     "m": 1.0
    },
    {
     "p": 0.08807949721813202,
     "m": 1.0
    },
    {
     "p": 0.04715603590011597,
     "m": 1.0
    },
    {
     "p": 0.08103504031896591,
     "m": 1.0
    },
    {
     "p": 0.09008293598890305,
     "m": 1.0
    },
    {
     "p": 0.06966228783130646,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.7508183121681213,
   "val_loss": 0.9838772416114807,
   "acc": 68.66,
   "time": 72.35183551488444,
   "param": [
    {
     "p": 0.09879668056964874,
     "m": 1.0
    },
    {
     "p": 0.03629256412386894,
     "m": 1.0
    },
    {
     "p": 0.06796728819608688,
     "m": 1.0
    },
    {
     "p": 0.06214451789855957,
     "m": 1.0
    },
    {
     "p": 0.07260094583034515,
     "m": 1.0
    },
    {
     "p": 0.057597093284130096,
     "m": 1.0
    },
    {
     "p": 0.07693947106599808,
     "m": 1.0
    },
    {
     "p": 0.08883276581764221,
     "m": 1.0
    },
    {
     "p": 0.07013852894306183,
     "m": 1.0
    },
    {
     "p": 0.06498683989048004,
     "m": 1.0
    },
    {
     "p": 0.07438129931688309,
     "m": 1.0
    },
    {
     "p": 0.07109781354665756,
     "m": 1.0
    },
    {
     "p": 0.0792284831404686,
     "m": 1.0
    },
    {
     "p": 0.07899566739797592,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.6913501620292664,
   "val_loss": 0.9824204444885254,
   "acc": 69.28,
   "time": 71.76617658790201,
   "param": [
    {
     "p": 0.09043001383543015,
     "m": 1.0
    },
    {
     "p": 0.07207079231739044,
     "m": 1.0
    },
    {
     "p": 0.09202273935079575,
     "m": 1.0
    },
    {
     "p": 0.0822860598564148,
     "m": 1.0
    },
    {
     "p": 0.06263041496276855,
     "m": 1.0
    },
    {
     "p": 0.041714202612638474,
     "m": 1.0
    },
    {
     "p": 0.05247555673122406,
     "m": 1.0
    },
    {
     "p": 0.07035396248102188,
     "m": 1.0
    },
    {
     "p": 0.06820672750473022,
     "m": 1.0
    },
    {
     "p": 0.08491682261228561,
     "m": 1.0
    },
    {
     "p": 0.06286568194627762,
     "m": 1.0
    },
    {
     "p": 0.06935318559408188,
     "m": 1.0
    },
    {
     "p": 0.07416833937168121,
     "m": 1.0
    },
    {
     "p": 0.07650549709796906,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.6847425699234009,
   "val_loss": 0.9901156425476074,
   "acc": 68.95,
   "time": 71.14757172390819,
   "param": [
    {
     "p": 0.10049661248922348,
     "m": 1.0
    },
    {
     "p": 0.045689914375543594,
     "m": 1.0
    },
    {
     "p": 0.08312027901411057,
     "m": 1.0
    },
    {
     "p": 0.044362183660268784,
     "m": 1.0
    },
    {
     "p": 0.057462163269519806,
     "m": 1.0
    },
    {
     "p": 0.07731052488088608,
     "m": 1.0
    },
    {
     "p": 0.08027049154043198,
     "m": 1.0
    },
    {
     "p": 0.07727523148059845,
     "m": 1.0
    },
    {
     "p": 0.0675618052482605,
     "m": 1.0
    },
    {
     "p": 0.0725909098982811,
     "m": 1.0
    },
    {
     "p": 0.07201851904392242,
     "m": 1.0
    },
    {
     "p": 0.11165771633386612,
     "m": 1.0
    },
    {
     "p": 0.07374906539916992,
     "m": 1.0
    },
    {
     "p": 0.03643455356359482,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.7782754302024841,
   "val_loss": 1.0389240980148315,
   "acc": 68.51,
   "time": 71.94080874486826,
   "param": [
    {
     "p": 0.07200158387422562,
     "m": 1.0
    },
    {
     "p": 0.05233772099018097,
     "m": 1.0
    },
    {
     "p": 0.08532558381557465,
     "m": 1.0
    },
    {
     "p": 0.08985895663499832,
     "m": 1.0
    },
    {
     "p": 0.06995216012001038,
     "m": 1.0
    },
    {
     "p": 0.08144477009773254,
     "m": 1.0
    },
    {
     "p": 0.06919746845960617,
     "m": 1.0
    },
    {
     "p": 0.049814432859420776,
     "m": 1.0
    },
    {
     "p": 0.06735464930534363,
     "m": 1.0
    },
    {
     "p": 0.0657217800617218,
     "m": 1.0
    },
    {
     "p": 0.07380650192499161,
     "m": 1.0
    },
    {
     "p": 0.0647316426038742,
     "m": 1.0
    },
    {
     "p": 0.08707021921873093,
     "m": 1.0
    },
    {
     "p": 0.07138244807720184,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.8068752884864807,
   "val_loss": 0.8282696008682251,
   "acc": 68.9,
   "time": 74.03867705189623,
   "param": [
    {
     "p": 0.08687791973352432,
     "m": 1.0
    },
    {
     "p": 0.07384856045246124,
     "m": 1.0
    },
    {
     "p": 0.07257533073425293,
     "m": 1.0
    },
    {
     "p": 0.0789165273308754,
     "m": 1.0
    },
    {
     "p": 0.08624329417943954,
     "m": 1.0
    },
    {
     "p": 0.04262199625372887,
     "m": 1.0
    },
    {
     "p": 0.089225172996521,
     "m": 1.0
    },
    {
     "p": 0.050595954060554504,
     "m": 1.0
    },
    {
     "p": 0.08557615429162979,
     "m": 1.0
    },
    {
     "p": 0.06045379862189293,
     "m": 1.0
    },
    {
     "p": 0.08951391279697418,
     "m": 1.0
    },
    {
     "p": 0.05434122309088707,
     "m": 1.0
    },
    {
     "p": 0.07844717800617218,
     "m": 1.0
    },
    {
     "p": 0.050762951374053955,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.7454749941825867,
   "val_loss": 0.9355915188789368,
   "acc": 68.35,
   "time": 81.5233691339381,
   "param": [
    {
     "p": 0.09643981605768204,
     "m": 1.0
    },
    {
     "p": 0.047089267522096634,
     "m": 1.0
    },
    {
     "p": 0.06514811515808105,
     "m": 1.0
    },
    {
     "p": 0.05222666636109352,
     "m": 1.0
    },
    {
     "p": 0.037461623549461365,
     "m": 1.0
    },
    {
     "p": 0.06344155967235565,
     "m": 1.0
    },
    {
     "p": 0.06318692117929459,
     "m": 1.0
    },
    {
     "p": 0.06852231919765472,
     "m": 1.0
    },
    {
     "p": 0.08193565905094147,
     "m": 1.0
    },
    {
     "p": 0.07820694148540497,
     "m": 1.0
    },
    {
     "p": 0.09147203713655472,
     "m": 1.0
    },
    {
     "p": 0.09419607371091843,
     "m": 1.0
    },
    {
     "p": 0.06878792494535446,
     "m": 1.0
    },
    {
     "p": 0.09188512712717056,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 0.761816680431366,
   "val_loss": 0.975365400314331,
   "acc": 68.79,
   "time": 71.3592526530847,
   "param": [
    {
     "p": 0.07442178577184677,
     "m": 1.0
    },
    {
     "p": 0.05974671244621277,
     "m": 1.0
    },
    {
     "p": 0.09141169488430023,
     "m": 1.0
    },
    {
     "p": 0.07200409471988678,
     "m": 1.0
    },
    {
     "p": 0.01815933734178543,
     "m": 1.0
    },
    {
     "p": 0.10021184384822845,
     "m": 1.0
    },
    {
     "p": 0.058527760207653046,
     "m": 1.0
    },
    {
     "p": 0.055004220455884933,
     "m": 1.0
    },
    {
     "p": 0.10859860479831696,
     "m": 1.0
    },
    {
     "p": 0.06147139146924019,
     "m": 1.0
    },
    {
     "p": 0.08788030594587326,
     "m": 1.0
    },
    {
     "p": 0.0832592099905014,
     "m": 1.0
    },
    {
     "p": 0.07144194096326828,
     "m": 1.0
    },
    {
     "p": 0.05786101892590523,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.7776904106140137,
   "val_loss": 0.850858747959137,
   "acc": 69.58,
   "time": 74.75675957882777,
   "param": [
    {
     "p": 0.07961969822645187,
     "m": 1.0
    },
    {
     "p": 0.06251687556505203,
     "m": 1.0
    },
    {
     "p": 0.08373475819826126,
     "m": 1.0
    },
    {
     "p": 0.06268638372421265,
     "m": 1.0
    },
    {
     "p": 0.03599045053124428,
     "m": 1.0
    },
    {
     "p": 0.0879901647567749,
     "m": 1.0
    },
    {
     "p": 0.08714912086725235,
     "m": 1.0
    },
    {
     "p": 0.07541001588106155,
     "m": 1.0
    },
    {
     "p": 0.0817512646317482,
     "m": 1.0
    },
    {
     "p": 0.06418780982494354,
     "m": 1.0
    },
    {
     "p": 0.05697766691446304,
     "m": 1.0
    },
    {
     "p": 0.07605341821908951,
     "m": 1.0
    },
    {
     "p": 0.08589296787977219,
     "m": 1.0
    },
    {
     "p": 0.06003938242793083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.5450878143310547,
   "val_loss": 0.8679412007331848,
   "acc": 69.52,
   "time": 75.07620567618869,
   "param": [
    {
     "p": 0.09396693855524063,
     "m": 1.0
    },
    {
     "p": 0.07874878495931625,
     "m": 1.0
    },
    {
     "p": 0.07705944031476974,
     "m": 1.0
    },
    {
     "p": 0.05202965810894966,
     "m": 1.0
    },
    {
     "p": 0.05239872261881828,
     "m": 1.0
    },
    {
     "p": 0.050020087510347366,
     "m": 1.0
    },
    {
     "p": 0.08003886044025421,
     "m": 1.0
    },
    {
     "p": 0.07257522642612457,
     "m": 1.0
    },
    {
     "p": 0.06980472058057785,
     "m": 1.0
    },
    {
     "p": 0.0896160900592804,
     "m": 1.0
    },
    {
     "p": 0.06195392832159996,
     "m": 1.0
    },
    {
     "p": 0.06257865577936172,
     "m": 1.0
    },
    {
     "p": 0.08416949212551117,
     "m": 1.0
    },
    {
     "p": 0.07503943145275116,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.6152975559234619,
   "val_loss": 1.0029598474502563,
   "acc": 69.54,
   "time": 80.52349281404167,
   "param": [
    {
     "p": 0.08545875549316406,
     "m": 1.0
    },
    {
     "p": 0.08111459016799927,
     "m": 1.0
    },
    {
     "p": 0.06366275995969772,
     "m": 1.0
    },
    {
     "p": 0.037723787128925323,
     "m": 1.0
    },
    {
     "p": 0.0786789134144783,
     "m": 1.0
    },
    {
     "p": 0.08450993150472641,
     "m": 1.0
    },
    {
     "p": 0.07559049129486084,
     "m": 1.0
    },
    {
     "p": 0.058136485517024994,
     "m": 1.0
    },
    {
     "p": 0.06827610731124878,
     "m": 1.0
    },
    {
     "p": 0.07522647827863693,
     "m": 1.0
    },
    {
     "p": 0.08251707255840302,
     "m": 1.0
    },
    {
     "p": 0.07493741810321808,
     "m": 1.0
    },
    {
     "p": 0.07535239309072495,
     "m": 1.0
    },
    {
     "p": 0.05881480872631073,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.7046054005622864,
   "val_loss": 0.8543471097946167,
   "acc": 70.06,
   "time": 95.57539839390665,
   "param": [
    {
     "p": 0.06787443161010742,
     "m": 1.0
    },
    {
     "p": 0.06671851128339767,
     "m": 1.0
    },
    {
     "p": 0.07439736276865005,
     "m": 1.0
    },
    {
     "p": 0.050555042922496796,
     "m": 1.0
    },
    {
     "p": 0.029774518683552742,
     "m": 1.0
    },
    {
     "p": 0.06533879041671753,
     "m": 1.0
    },
    {
     "p": 0.0787007063627243,
     "m": 1.0
    },
    {
     "p": 0.061021484434604645,
     "m": 1.0
    },
    {
     "p": 0.07772418111562729,
     "m": 1.0
    },
    {
     "p": 0.11009605973958969,
     "m": 1.0
    },
    {
     "p": 0.09584759175777435,
     "m": 1.0
    },
    {
     "p": 0.06730470806360245,
     "m": 1.0
    },
    {
     "p": 0.0880141630768776,
     "m": 1.0
    },
    {
     "p": 0.06663236767053604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.7911592125892639,
   "val_loss": 0.87640780210495,
   "acc": 69.38,
   "time": 85.46396483620629,
   "param": [
    {
     "p": 0.0766228586435318,
     "m": 1.0
    },
    {
     "p": 0.04144371300935745,
     "m": 1.0
    },
    {
     "p": 0.0743468850851059,
     "m": 1.0
    },
    {
     "p": 0.06013621762394905,
     "m": 1.0
    },
    {
     "p": 0.06234673783183098,
     "m": 1.0
    },
    {
     "p": 0.0607466995716095,
     "m": 1.0
    },
    {
     "p": 0.05283081904053688,
     "m": 1.0
    },
    {
     "p": 0.06261853128671646,
     "m": 1.0
    },
    {
     "p": 0.06671703606843948,
     "m": 1.0
    },
    {
     "p": 0.10035108774900436,
     "m": 1.0
    },
    {
     "p": 0.10502877086400986,
     "m": 1.0
    },
    {
     "p": 0.08107449859380722,
     "m": 1.0
    },
    {
     "p": 0.0806451067328453,
     "m": 1.0
    },
    {
     "p": 0.07509104162454605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.7180755734443665,
   "val_loss": 0.9975650906562805,
   "acc": 69.31,
   "time": 92.51994579494931,
   "param": [
    {
     "p": 0.06746170669794083,
     "m": 1.0
    },
    {
     "p": 0.07319653034210205,
     "m": 1.0
    },
    {
     "p": 0.06730210036039352,
     "m": 1.0
    },
    {
     "p": 0.07612191885709763,
     "m": 1.0
    },
    {
     "p": 0.0696941465139389,
     "m": 1.0
    },
    {
     "p": 0.05945634841918945,
     "m": 1.0
    },
    {
     "p": 0.03980403020977974,
     "m": 1.0
    },
    {
     "p": 0.09014777094125748,
     "m": 1.0
    },
    {
     "p": 0.07802340388298035,
     "m": 1.0
    },
    {
     "p": 0.08890911191701889,
     "m": 1.0
    },
    {
     "p": 0.05923575907945633,
     "m": 1.0
    },
    {
     "p": 0.06569655984640121,
     "m": 1.0
    },
    {
     "p": 0.09545152634382248,
     "m": 1.0
    },
    {
     "p": 0.06949911266565323,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.6302454471588135,
   "val_loss": 1.0043964385986328,
   "acc": 69.81,
   "time": 72.73680179193616,
   "param": [
    {
     "p": 0.08834966272115707,
     "m": 1.0
    },
    {
     "p": 0.07044683396816254,
     "m": 1.0
    },
    {
     "p": 0.059461239725351334,
     "m": 1.0
    },
    {
     "p": 0.06560944765806198,
     "m": 1.0
    },
    {
     "p": 0.0724966749548912,
     "m": 1.0
    },
    {
     "p": 0.06642652302980423,
     "m": 1.0
    },
    {
     "p": 0.07842321693897247,
     "m": 1.0
    },
    {
     "p": 0.08213929086923599,
     "m": 1.0
    },
    {
     "p": 0.06647316366434097,
     "m": 1.0
    },
    {
     "p": 0.0665411576628685,
     "m": 1.0
    },
    {
     "p": 0.08825162798166275,
     "m": 1.0
    },
    {
     "p": 0.06801167130470276,
     "m": 1.0
    },
    {
     "p": 0.05356111377477646,
     "m": 1.0
    },
    {
     "p": 0.07380832731723785,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 0.7949718832969666,
   "val_loss": 0.8167771697044373,
   "acc": 70.76,
   "time": 86.50627338001505,
   "param": [
    {
     "p": 0.08121667057275772,
     "m": 1.0
    },
    {
     "p": 0.05891262739896774,
     "m": 1.0
    },
    {
     "p": 0.0767659842967987,
     "m": 1.0
    },
    {
     "p": 0.08223119378089905,
     "m": 1.0
    },
    {
     "p": 0.04522731155157089,
     "m": 1.0
    },
    {
     "p": 0.07650113105773926,
     "m": 1.0
    },
    {
     "p": 0.08151935040950775,
     "m": 1.0
    },
    {
     "p": 0.05975703150033951,
     "m": 1.0
    },
    {
     "p": 0.09975406527519226,
     "m": 1.0
    },
    {
     "p": 0.05066782236099243,
     "m": 1.0
    },
    {
     "p": 0.06388136744499207,
     "m": 1.0
    },
    {
     "p": 0.0628272220492363,
     "m": 1.0
    },
    {
     "p": 0.06544888019561768,
     "m": 1.0
    },
    {
     "p": 0.09528925269842148,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.6021135449409485,
   "val_loss": 0.9346381425857544,
   "acc": 69.92,
   "time": 71.88787193503231,
   "param": [
    {
     "p": 0.06737412512302399,
     "m": 1.0
    },
    {
     "p": 0.0808524414896965,
     "m": 1.0
    },
    {
     "p": 0.05594247207045555,
     "m": 1.0
    },
    {
     "p": 0.04242487996816635,
     "m": 1.0
    },
    {
     "p": 0.06863114982843399,
     "m": 1.0
    },
    {
     "p": 0.05416645109653473,
     "m": 1.0
    },
    {
     "p": 0.10522612929344177,
     "m": 1.0
    },
    {
     "p": 0.07553007453680038,
     "m": 1.0
    },
    {
     "p": 0.07835152000188828,
     "m": 1.0
    },
    {
     "p": 0.07099012285470963,
     "m": 1.0
    },
    {
     "p": 0.07972604781389236,
     "m": 1.0
    },
    {
     "p": 0.07774648815393448,
     "m": 1.0
    },
    {
     "p": 0.05746191740036011,
     "m": 1.0
    },
    {
     "p": 0.08557621389627457,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.6955044269561768,
   "val_loss": 0.8164416551589966,
   "acc": 69.86,
   "time": 71.87700786720961,
   "param": [
    {
     "p": 0.07294027507305145,
     "m": 1.0
    },
    {
     "p": 0.08292154222726822,
     "m": 1.0
    },
    {
     "p": 0.06320788711309433,
     "m": 1.0
    },
    {
     "p": 0.06943971663713455,
     "m": 1.0
    },
    {
     "p": 0.041910454630851746,
     "m": 1.0
    },
    {
     "p": 0.07879292219877243,
     "m": 1.0
    },
    {
     "p": 0.09204620867967606,
     "m": 1.0
    },
    {
     "p": 0.06621833890676498,
     "m": 1.0
    },
    {
     "p": 0.09040126949548721,
     "m": 1.0
    },
    {
     "p": 0.06349216401576996,
     "m": 1.0
    },
    {
     "p": 0.058781642466783524,
     "m": 1.0
    },
    {
     "p": 0.08061462640762329,
     "m": 1.0
    },
    {
     "p": 0.07839346677064896,
     "m": 1.0
    },
    {
     "p": 0.06083958223462105,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.7761295437812805,
   "val_loss": 0.9669016599655151,
   "acc": 69.85,
   "time": 71.85337081202306,
   "param": [
    {
     "p": 0.07433344423770905,
     "m": 1.0
    },
    {
     "p": 0.06569064408540726,
     "m": 1.0
    },
    {
     "p": 0.0676857978105545,
     "m": 1.0
    },
    {
     "p": 0.0808393582701683,
     "m": 1.0
    },
    {
     "p": 0.061392296105623245,
     "m": 1.0
    },
    {
     "p": 0.07080704718828201,
     "m": 1.0
    },
    {
     "p": 0.04043339565396309,
     "m": 1.0
    },
    {
     "p": 0.07098717242479324,
     "m": 1.0
    },
    {
     "p": 0.07433435320854187,
     "m": 1.0
    },
    {
     "p": 0.06708301603794098,
     "m": 1.0
    },
    {
     "p": 0.0631461963057518,
     "m": 1.0
    },
    {
     "p": 0.1006293073296547,
     "m": 1.0
    },
    {
     "p": 0.07944440841674805,
     "m": 1.0
    },
    {
     "p": 0.08319355547428131,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.7757948040962219,
   "val_loss": 0.9240195751190186,
   "acc": 68.81,
   "time": 82.28301543486305,
   "param": [
    {
     "p": 0.09243544936180115,
     "m": 1.0
    },
    {
     "p": 0.04827430844306946,
     "m": 1.0
    },
    {
     "p": 0.07713240385055542,
     "m": 1.0
    },
    {
     "p": 0.02024749293923378,
     "m": 1.0
    },
    {
     "p": 0.04052357003092766,
     "m": 1.0
    },
    {
     "p": 0.10153863579034805,
     "m": 1.0
    },
    {
     "p": 0.06693262606859207,
     "m": 1.0
    },
    {
     "p": 0.09444142132997513,
     "m": 1.0
    },
    {
     "p": 0.06835915893316269,
     "m": 1.0
    },
    {
     "p": 0.0785873606801033,
     "m": 1.0
    },
    {
     "p": 0.07795055955648422,
     "m": 1.0
    },
    {
     "p": 0.08605163544416428,
     "m": 1.0
    },
    {
     "p": 0.07778582721948624,
     "m": 1.0
    },
    {
     "p": 0.06973947584629059,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.49002936482429504,
   "val_loss": 0.9488469362258911,
   "acc": 69.93,
   "time": 80.7911170211155,
   "param": [
    {
     "p": 0.07522701472043991,
     "m": 1.0
    },
    {
     "p": 0.043665722012519836,
     "m": 1.0
    },
    {
     "p": 0.08118649572134018,
     "m": 1.0
    },
    {
     "p": 0.05947674810886383,
     "m": 1.0
    },
    {
     "p": 0.07790282368659973,
     "m": 1.0
    },
    {
     "p": 0.07358473539352417,
     "m": 1.0
    },
    {
     "p": 0.07099445164203644,
     "m": 1.0
    },
    {
     "p": 0.04565298929810524,
     "m": 1.0
    },
    {
     "p": 0.0470726415514946,
     "m": 1.0
    },
    {
     "p": 0.093697190284729,
     "m": 1.0
    },
    {
     "p": 0.06613895297050476,
     "m": 1.0
    },
    {
     "p": 0.10402217507362366,
     "m": 1.0
    },
    {
     "p": 0.08511649072170258,
     "m": 1.0
    },
    {
     "p": 0.07626151293516159,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.859093964099884,
   "val_loss": 0.8602210283279419,
   "acc": 69.55,
   "time": 79.76866780011915,
   "param": [
    {
     "p": 0.08686131983995438,
     "m": 1.0
    },
    {
     "p": 0.08231037110090256,
     "m": 1.0
    },
    {
     "p": 0.047448258846998215,
     "m": 1.0
    },
    {
     "p": 0.10910326987504959,
     "m": 1.0
    },
    {
     "p": 0.059883344918489456,
     "m": 1.0
    },
    {
     "p": 0.06502015888690948,
     "m": 1.0
    },
    {
     "p": 0.056985434144735336,
     "m": 1.0
    },
    {
     "p": 0.07081016153097153,
     "m": 1.0
    },
    {
     "p": 0.0710834339261055,
     "m": 1.0
    },
    {
     "p": 0.10674098134040833,
     "m": 1.0
    },
    {
     "p": 0.06760738044977188,
     "m": 1.0
    },
    {
     "p": 0.0654437318444252,
     "m": 1.0
    },
    {
     "p": 0.052620481699705124,
     "m": 1.0
    },
    {
     "p": 0.05808161571621895,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.8062852025032043,
   "val_loss": 0.9529362916946411,
   "acc": 69.85,
   "time": 91.8018493799027,
   "param": [
    {
     "p": 0.0704987496137619,
     "m": 1.0
    },
    {
     "p": 0.06589436531066895,
     "m": 1.0
    },
    {
     "p": 0.07341250032186508,
     "m": 1.0
    },
    {
     "p": 0.03828860819339752,
     "m": 1.0
    },
    {
     "p": 0.064241923391819,
     "m": 1.0
    },
    {
     "p": 0.09115483611822128,
     "m": 1.0
    },
    {
     "p": 0.09255351126194,
     "m": 1.0
    },
    {
     "p": 0.10465406626462936,
     "m": 1.0
    },
    {
     "p": 0.05423833057284355,
     "m": 1.0
    },
    {
     "p": 0.06919417530298233,
     "m": 1.0
    },
    {
     "p": 0.08656737953424454,
     "m": 1.0
    },
    {
     "p": 0.072049580514431,
     "m": 1.0
    },
    {
     "p": 0.05912702530622482,
     "m": 1.0
    },
    {
     "p": 0.0581248439848423,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.5309457182884216,
   "val_loss": 0.9148356318473816,
   "acc": 70.08,
   "time": 72.5238983030431,
   "param": [
    {
     "p": 0.062789186835289,
     "m": 1.0
    },
    {
     "p": 0.04952479153871536,
     "m": 1.0
    },
    {
     "p": 0.08009795099496841,
     "m": 1.0
    },
    {
     "p": 0.04479693993926048,
     "m": 1.0
    },
    {
     "p": 0.06357273459434509,
     "m": 1.0
    },
    {
     "p": 0.0479293167591095,
     "m": 1.0
    },
    {
     "p": 0.0885508805513382,
     "m": 1.0
    },
    {
     "p": 0.07399620860815048,
     "m": 1.0
    },
    {
     "p": 0.08405476063489914,
     "m": 1.0
    },
    {
     "p": 0.08564471453428268,
     "m": 1.0
    },
    {
     "p": 0.0885794535279274,
     "m": 1.0
    },
    {
     "p": 0.066999651491642,
     "m": 1.0
    },
    {
     "p": 0.08557187765836716,
     "m": 1.0
    },
    {
     "p": 0.07789153605699539,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.965979278087616,
   "val_loss": 0.8969489336013794,
   "acc": 70.1,
   "time": 72.24939786898904,
   "param": [
    {
     "p": 0.06786433607339859,
     "m": 1.0
    },
    {
     "p": 0.059160955250263214,
     "m": 1.0
    },
    {
     "p": 0.10117729753255844,
     "m": 1.0
    },
    {
     "p": 0.0759495422244072,
     "m": 1.0
    },
    {
     "p": 0.0633554607629776,
     "m": 1.0
    },
    {
     "p": 0.07755149900913239,
     "m": 1.0
    },
    {
     "p": 0.05127879977226257,
     "m": 1.0
    },
    {
     "p": 0.030501574277877808,
     "m": 1.0
    },
    {
     "p": 0.08759739249944687,
     "m": 1.0
    },
    {
     "p": 0.04767923057079315,
     "m": 1.0
    },
    {
     "p": 0.05150410160422325,
     "m": 1.0
    },
    {
     "p": 0.07029235363006592,
     "m": 1.0
    },
    {
     "p": 0.1164240911602974,
     "m": 1.0
    },
    {
     "p": 0.09966333955526352,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.6482259035110474,
   "val_loss": 0.9560443162918091,
   "acc": 70.42,
   "time": 84.74768163682893,
   "param": [
    {
     "p": 0.09565284103155136,
     "m": 1.0
    },
    {
     "p": 0.06174304336309433,
     "m": 1.0
    },
    {
     "p": 0.06679990887641907,
     "m": 1.0
    },
    {
     "p": 0.04826436564326286,
     "m": 1.0
    },
    {
     "p": 0.07191699743270874,
     "m": 1.0
    },
    {
     "p": 0.10126936435699463,
     "m": 1.0
    },
    {
     "p": 0.09191842377185822,
     "m": 1.0
    },
    {
     "p": 0.07981644570827484,
     "m": 1.0
    },
    {
     "p": 0.05555279180407524,
     "m": 1.0
    },
    {
     "p": 0.08037804067134857,
     "m": 1.0
    },
    {
     "p": 0.05124616250395775,
     "m": 1.0
    },
    {
     "p": 0.0638430044054985,
     "m": 1.0
    },
    {
     "p": 0.07134373486042023,
     "m": 1.0
    },
    {
     "p": 0.06025494635105133,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.9154249429702759,
   "val_loss": 0.9998303055763245,
   "acc": 69.93,
   "time": 74.03112239902839,
   "param": [
    {
     "p": 0.0823262631893158,
     "m": 1.0
    },
    {
     "p": 0.0617305189371109,
     "m": 1.0
    },
    {
     "p": 0.08052881807088852,
     "m": 1.0
    },
    {
     "p": 0.06687340140342712,
     "m": 1.0
    },
    {
     "p": 0.07764054089784622,
     "m": 1.0
    },
    {
     "p": 0.07607068121433258,
     "m": 1.0
    },
    {
     "p": 0.09499354660511017,
     "m": 1.0
    },
    {
     "p": 0.0709967389702797,
     "m": 1.0
    },
    {
     "p": 0.05682079493999481,
     "m": 1.0
    },
    {
     "p": 0.041250504553318024,
     "m": 1.0
    },
    {
     "p": 0.06943284720182419,
     "m": 1.0
    },
    {
     "p": 0.07365687936544418,
     "m": 1.0
    },
    {
     "p": 0.06621330976486206,
     "m": 1.0
    },
    {
     "p": 0.0814652144908905,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.6391621828079224,
   "val_loss": 0.9944488406181335,
   "acc": 68.73,
   "time": 93.36120044905692,
   "param": [
    {
     "p": 0.07381731271743774,
     "m": 1.0
    },
    {
     "p": 0.044222984462976456,
     "m": 1.0
    },
    {
     "p": 0.08861807733774185,
     "m": 1.0
    },
    {
     "p": 0.08110297471284866,
     "m": 1.0
    },
    {
     "p": 0.04918641597032547,
     "m": 1.0
    },
    {
     "p": 0.08933834731578827,
     "m": 1.0
    },
    {
     "p": 0.06724639981985092,
     "m": 1.0
    },
    {
     "p": 0.08778675645589828,
     "m": 1.0
    },
    {
     "p": 0.08172395080327988,
     "m": 1.0
    },
    {
     "p": 0.06231285259127617,
     "m": 1.0
    },
    {
     "p": 0.04842527210712433,
     "m": 1.0
    },
    {
     "p": 0.0677843764424324,
     "m": 1.0
    },
    {
     "p": 0.07292506098747253,
     "m": 1.0
    },
    {
     "p": 0.08550920337438583,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.6245896816253662,
   "val_loss": 0.8909391164779663,
   "acc": 70.85,
   "time": 87.09655468701385,
   "param": [
    {
     "p": 0.04920551925897598,
     "m": 1.0
    },
    {
     "p": 0.06179262325167656,
     "m": 1.0
    },
    {
     "p": 0.08102792501449585,
     "m": 1.0
    },
    {
     "p": 0.09308317303657532,
     "m": 1.0
    },
    {
     "p": 0.07261007279157639,
     "m": 1.0
    },
    {
     "p": 0.043370094150304794,
     "m": 1.0
    },
    {
     "p": 0.08539652079343796,
     "m": 1.0
    },
    {
     "p": 0.06972657889127731,
     "m": 1.0
    },
    {
     "p": 0.07469866424798965,
     "m": 1.0
    },
    {
     "p": 0.08792627602815628,
     "m": 1.0
    },
    {
     "p": 0.061910487711429596,
     "m": 1.0
    },
    {
     "p": 0.07278667390346527,
     "m": 1.0
    },
    {
     "p": 0.0847368836402893,
     "m": 1.0
    },
    {
     "p": 0.061728447675704956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.5183930397033691,
   "val_loss": 0.9694711565971375,
   "acc": 70.15,
   "time": 90.2925319080241,
   "param": [
    {
     "p": 0.08491508662700653,
     "m": 1.0
    },
    {
     "p": 0.06520521640777588,
     "m": 1.0
    },
    {
     "p": 0.05569857358932495,
     "m": 1.0
    },
    {
     "p": 0.07595784217119217,
     "m": 1.0
    },
    {
     "p": 0.05101387947797775,
     "m": 1.0
    },
    {
     "p": 0.07571787387132645,
     "m": 1.0
    },
    {
     "p": 0.06916835904121399,
     "m": 1.0
    },
    {
     "p": 0.055219244211912155,
     "m": 1.0
    },
    {
     "p": 0.07838735729455948,
     "m": 1.0
    },
    {
     "p": 0.09868191182613373,
     "m": 1.0
    },
    {
     "p": 0.07242638617753983,
     "m": 1.0
    },
    {
     "p": 0.07548751682043076,
     "m": 1.0
    },
    {
     "p": 0.06939244270324707,
     "m": 1.0
    },
    {
     "p": 0.07272832840681076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.6047048568725586,
   "val_loss": 0.9238594770431519,
   "acc": 68.86,
   "time": 77.5582827811595,
   "param": [
    {
     "p": 0.09322129189968109,
     "m": 1.0
    },
    {
     "p": 0.0913236066699028,
     "m": 1.0
    },
    {
     "p": 0.06901460140943527,
     "m": 1.0
    },
    {
     "p": 0.05350871384143829,
     "m": 1.0
    },
    {
     "p": 0.08384096622467041,
     "m": 1.0
    },
    {
     "p": 0.0772402212023735,
     "m": 1.0
    },
    {
     "p": 0.06891122460365295,
     "m": 1.0
    },
    {
     "p": 0.07125422358512878,
     "m": 1.0
    },
    {
     "p": 0.06422729790210724,
     "m": 1.0
    },
    {
     "p": 0.07269514352083206,
     "m": 1.0
    },
    {
     "p": 0.07945551723241806,
     "m": 1.0
    },
    {
     "p": 0.036505475640296936,
     "m": 1.0
    },
    {
     "p": 0.09250950068235397,
     "m": 1.0
    },
    {
     "p": 0.046292223036289215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.7362990975379944,
   "val_loss": 1.0373705625534058,
   "acc": 69.67,
   "time": 73.03888384602033,
   "param": [
    {
     "p": 0.06348935514688492,
     "m": 1.0
    },
    {
     "p": 0.08641716092824936,
     "m": 1.0
    },
    {
     "p": 0.07420246303081512,
     "m": 1.0
    },
    {
     "p": 0.057158224284648895,
     "m": 1.0
    },
    {
     "p": 0.05110293626785278,
     "m": 1.0
    },
    {
     "p": 0.07195205241441727,
     "m": 1.0
    },
    {
     "p": 0.05245453864336014,
     "m": 1.0
    },
    {
     "p": 0.0746610164642334,
     "m": 1.0
    },
    {
     "p": 0.0578128844499588,
     "m": 1.0
    },
    {
     "p": 0.055868666619062424,
     "m": 1.0
    },
    {
     "p": 0.07268797606229782,
     "m": 1.0
    },
    {
     "p": 0.09381712228059769,
     "m": 1.0
    },
    {
     "p": 0.09796705096960068,
     "m": 1.0
    },
    {
     "p": 0.09040866047143936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.4554755389690399,
   "val_loss": 0.926453173160553,
   "acc": 69.62,
   "time": 76.16820711409673,
   "param": [
    {
     "p": 0.07634003460407257,
     "m": 1.0
    },
    {
     "p": 0.07886558026075363,
     "m": 1.0
    },
    {
     "p": 0.08332166820764542,
     "m": 1.0
    },
    {
     "p": 0.07696659862995148,
     "m": 1.0
    },
    {
     "p": 0.0736493468284607,
     "m": 1.0
    },
    {
     "p": 0.0609351247549057,
     "m": 1.0
    },
    {
     "p": 0.060564011335372925,
     "m": 1.0
    },
    {
     "p": 0.03525293245911598,
     "m": 1.0
    },
    {
     "p": 0.05061612278223038,
     "m": 1.0
    },
    {
     "p": 0.06421948969364166,
     "m": 1.0
    },
    {
     "p": 0.08848120272159576,
     "m": 1.0
    },
    {
     "p": 0.06731689721345901,
     "m": 1.0
    },
    {
     "p": 0.08079872280359268,
     "m": 1.0
    },
    {
     "p": 0.10267230868339539,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.5503008365631104,
   "val_loss": 0.9238841533660889,
   "acc": 69.99,
   "time": 93.12932902597822,
   "param": [
    {
     "p": 0.07846172899007797,
     "m": 1.0
    },
    {
     "p": 0.055207282304763794,
     "m": 1.0
    },
    {
     "p": 0.10544881969690323,
     "m": 1.0
    },
    {
     "p": 0.07501134276390076,
     "m": 1.0
    },
    {
     "p": 0.08335456252098083,
     "m": 1.0
    },
    {
     "p": 0.0661633089184761,
     "m": 1.0
    },
    {
     "p": 0.10257793217897415,
     "m": 1.0
    },
    {
     "p": 0.049998946487903595,
     "m": 1.0
    },
    {
     "p": 0.08581070601940155,
     "m": 1.0
    },
    {
     "p": 0.042428720742464066,
     "m": 1.0
    },
    {
     "p": 0.05789443850517273,
     "m": 1.0
    },
    {
     "p": 0.04312703385949135,
     "m": 1.0
    },
    {
     "p": 0.07497094571590424,
     "m": 1.0
    },
    {
     "p": 0.07954421639442444,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.7863959074020386,
   "val_loss": 0.8472822308540344,
   "acc": 71.18,
   "time": 75.96008082991466,
   "param": [
    {
     "p": 0.0818258598446846,
     "m": 1.0
    },
    {
     "p": 0.06635182350873947,
     "m": 1.0
    },
    {
     "p": 0.07383690774440765,
     "m": 1.0
    },
    {
     "p": 0.04498223587870598,
     "m": 1.0
    },
    {
     "p": 0.04901089891791344,
     "m": 1.0
    },
    {
     "p": 0.09611900895833969,
     "m": 1.0
    },
    {
     "p": 0.05652439966797829,
     "m": 1.0
    },
    {
     "p": 0.0861600711941719,
     "m": 1.0
    },
    {
     "p": 0.06636293977499008,
     "m": 1.0
    },
    {
     "p": 0.04815630987286568,
     "m": 1.0
    },
    {
     "p": 0.07938293367624283,
     "m": 1.0
    },
    {
     "p": 0.07611609995365143,
     "m": 1.0
    },
    {
     "p": 0.07791538536548615,
     "m": 1.0
    },
    {
     "p": 0.09725508093833923,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.7227193117141724,
   "val_loss": 0.8092695474624634,
   "acc": 70.21,
   "time": 81.87821678305045,
   "param": [
    {
     "p": 0.061430227011442184,
     "m": 1.0
    },
    {
     "p": 0.040666572749614716,
     "m": 1.0
    },
    {
     "p": 0.09449125081300735,
     "m": 1.0
    },
    {
     "p": 0.056598592549562454,
     "m": 1.0
    },
    {
     "p": 0.08052640408277512,
     "m": 1.0
    },
    {
     "p": 0.048071183264255524,
     "m": 1.0
    },
    {
     "p": 0.0837542861700058,
     "m": 1.0
    },
    {
     "p": 0.07884656637907028,
     "m": 1.0
    },
    {
     "p": 0.06103448569774628,
     "m": 1.0
    },
    {
     "p": 0.06172098219394684,
     "m": 1.0
    },
    {
     "p": 0.10093484818935394,
     "m": 1.0
    },
    {
     "p": 0.09334869682788849,
     "m": 1.0
    },
    {
     "p": 0.06901367008686066,
     "m": 1.0
    },
    {
     "p": 0.06956221163272858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.7162391543388367,
   "val_loss": 0.9270026683807373,
   "acc": 70.83,
   "time": 85.83927337895148,
   "param": [
    {
     "p": 0.059426285326480865,
     "m": 1.0
    },
    {
     "p": 0.059216707944869995,
     "m": 1.0
    },
    {
     "p": 0.07229150086641312,
     "m": 1.0
    },
    {
     "p": 0.08076892048120499,
     "m": 1.0
    },
    {
     "p": 0.06646683812141418,
     "m": 1.0
    },
    {
     "p": 0.09617798775434494,
     "m": 1.0
    },
    {
     "p": 0.0673963874578476,
     "m": 1.0
    },
    {
     "p": 0.09841442108154297,
     "m": 1.0
    },
    {
     "p": 0.026031943038105965,
     "m": 1.0
    },
    {
     "p": 0.06617455929517746,
     "m": 1.0
    },
    {
     "p": 0.10377808660268784,
     "m": 1.0
    },
    {
     "p": 0.08107386529445648,
     "m": 1.0
    },
    {
     "p": 0.07909125834703445,
     "m": 1.0
    },
    {
     "p": 0.043691251426935196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.5639113187789917,
   "val_loss": 0.8872074484825134,
   "acc": 69.87,
   "time": 72.21938015590422,
   "param": [
    {
     "p": 0.0575687550008297,
     "m": 1.0
    },
    {
     "p": 0.07415521889925003,
     "m": 1.0
    },
    {
     "p": 0.08895955234766006,
     "m": 1.0
    },
    {
     "p": 0.050300899893045425,
     "m": 1.0
    },
    {
     "p": 0.09065172076225281,
     "m": 1.0
    },
    {
     "p": 0.05758659914135933,
     "m": 1.0
    },
    {
     "p": 0.04583391547203064,
     "m": 1.0
    },
    {
     "p": 0.030906204134225845,
     "m": 1.0
    },
    {
     "p": 0.07220891863107681,
     "m": 1.0
    },
    {
     "p": 0.07649393379688263,
     "m": 1.0
    },
    {
     "p": 0.0798552855849266,
     "m": 1.0
    },
    {
     "p": 0.09694277495145798,
     "m": 1.0
    },
    {
     "p": 0.09738876670598984,
     "m": 1.0
    },
    {
     "p": 0.08114741742610931,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.4817136526107788,
   "val_loss": 1.0322171449661255,
   "acc": 70.15,
   "time": 71.79226219910197,
   "param": [
    {
     "p": 0.06561700999736786,
     "m": 1.0
    },
    {
     "p": 0.06340336799621582,
     "m": 1.0
    },
    {
     "p": 0.09099377691745758,
     "m": 1.0
    },
    {
     "p": 0.05659496784210205,
     "m": 1.0
    },
    {
     "p": 0.034960389137268066,
     "m": 1.0
    },
    {
     "p": 0.053557172417640686,
     "m": 1.0
    },
    {
     "p": 0.09229490160942078,
     "m": 1.0
    },
    {
     "p": 0.06910796463489532,
     "m": 1.0
    },
    {
     "p": 0.11334436386823654,
     "m": 1.0
    },
    {
     "p": 0.04108472913503647,
     "m": 1.0
    },
    {
     "p": 0.057684581726789474,
     "m": 1.0
    },
    {
     "p": 0.0912470668554306,
     "m": 1.0
    },
    {
     "p": 0.06038140878081322,
     "m": 1.0
    },
    {
     "p": 0.1097283586859703,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.7131636142730713,
   "val_loss": 0.7867791652679443,
   "acc": 71.03,
   "time": 81.34273266792297,
   "param": [
    {
     "p": 0.09429793804883957,
     "m": 1.0
    },
    {
     "p": 0.10516244918107986,
     "m": 1.0
    },
    {
     "p": 0.06103730574250221,
     "m": 1.0
    },
    {
     "p": 0.06936904042959213,
     "m": 1.0
    },
    {
     "p": 0.07576364278793335,
     "m": 1.0
    },
    {
     "p": 0.0646337941288948,
     "m": 1.0
    },
    {
     "p": 0.13021942973136902,
     "m": 1.0
    },
    {
     "p": 0.05564224347472191,
     "m": 1.0
    },
    {
     "p": 0.038062095642089844,
     "m": 1.0
    },
    {
     "p": 0.049688875675201416,
     "m": 1.0
    },
    {
     "p": 0.057076215744018555,
     "m": 1.0
    },
    {
     "p": 0.0630212128162384,
     "m": 1.0
    },
    {
     "p": 0.057870399206876755,
     "m": 1.0
    },
    {
     "p": 0.07815545797348022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.5489344000816345,
   "val_loss": 0.9724264740943909,
   "acc": 69.84,
   "time": 89.42141938209534,
   "param": [
    {
     "p": 0.059829771518707275,
     "m": 1.0
    },
    {
     "p": 0.06458745151758194,
     "m": 1.0
    },
    {
     "p": 0.10809694975614548,
     "m": 1.0
    },
    {
     "p": 0.0675785019993782,
     "m": 1.0
    },
    {
     "p": 0.06327088922262192,
     "m": 1.0
    },
    {
     "p": 0.07967722415924072,
     "m": 1.0
    },
    {
     "p": 0.07441076636314392,
     "m": 1.0
    },
    {
     "p": 0.07017514854669571,
     "m": 1.0
    },
    {
     "p": 0.07788895070552826,
     "m": 1.0
    },
    {
     "p": 0.04859165847301483,
     "m": 1.0
    },
    {
     "p": 0.0791848674416542,
     "m": 1.0
    },
    {
     "p": 0.07760542631149292,
     "m": 1.0
    },
    {
     "p": 0.0495523177087307,
     "m": 1.0
    },
    {
     "p": 0.07955009490251541,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.7254670262336731,
   "val_loss": 0.9428675174713135,
   "acc": 69.38,
   "time": 72.34043159405701,
   "param": [
    {
     "p": 0.052537381649017334,
     "m": 1.0
    },
    {
     "p": 0.10725453495979309,
     "m": 1.0
    },
    {
     "p": 0.062425460666418076,
     "m": 1.0
    },
    {
     "p": 0.057868920266628265,
     "m": 1.0
    },
    {
     "p": 0.0697200670838356,
     "m": 1.0
    },
    {
     "p": 0.09973427653312683,
     "m": 1.0
    },
    {
     "p": 0.10501635074615479,
     "m": 1.0
    },
    {
     "p": 0.06260676681995392,
     "m": 1.0
    },
    {
     "p": 0.04970228672027588,
     "m": 1.0
    },
    {
     "p": 0.04591058939695358,
     "m": 1.0
    },
    {
     "p": 0.07573942840099335,
     "m": 1.0
    },
    {
     "p": 0.08131903409957886,
     "m": 1.0
    },
    {
     "p": 0.06974831968545914,
     "m": 1.0
    },
    {
     "p": 0.06041659414768219,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.6968778967857361,
   "val_loss": 0.8144805431365967,
   "acc": 70.16,
   "time": 81.36207517795265,
   "param": [
    {
     "p": 0.08774873614311218,
     "m": 1.0
    },
    {
     "p": 0.056096192449331284,
     "m": 1.0
    },
    {
     "p": 0.06097076088190079,
     "m": 1.0
    },
    {
     "p": 0.04648490622639656,
     "m": 1.0
    },
    {
     "p": 0.08424998819828033,
     "m": 1.0
    },
    {
     "p": 0.03204675763845444,
     "m": 1.0
    },
    {
     "p": 0.07798293977975845,
     "m": 1.0
    },
    {
     "p": 0.05686935409903526,
     "m": 1.0
    },
    {
     "p": 0.09095367044210434,
     "m": 1.0
    },
    {
     "p": 0.06831789761781693,
     "m": 1.0
    },
    {
     "p": 0.03210674226284027,
     "m": 1.0
    },
    {
     "p": 0.0789293572306633,
     "m": 1.0
    },
    {
     "p": 0.12106592953205109,
     "m": 1.0
    },
    {
     "p": 0.1061766967177391,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.5612683296203613,
   "val_loss": 0.9261561036109924,
   "acc": 70.18,
   "time": 77.46075295493938,
   "param": [
    {
     "p": 0.09409146755933762,
     "m": 1.0
    },
    {
     "p": 0.06573566794395447,
     "m": 1.0
    },
    {
     "p": 0.05680381879210472,
     "m": 1.0
    },
    {
     "p": 0.060582540929317474,
     "m": 1.0
    },
    {
     "p": 0.05900951847434044,
     "m": 1.0
    },
    {
     "p": 0.07837376743555069,
     "m": 1.0
    },
    {
     "p": 0.06644046306610107,
     "m": 1.0
    },
    {
     "p": 0.06574393063783646,
     "m": 1.0
    },
    {
     "p": 0.07012820988893509,
     "m": 1.0
    },
    {
     "p": 0.06366514414548874,
     "m": 1.0
    },
    {
     "p": 0.08275891840457916,
     "m": 1.0
    },
    {
     "p": 0.07356652617454529,
     "m": 1.0
    },
    {
     "p": 0.03751375153660774,
     "m": 1.0
    },
    {
     "p": 0.12558633089065552,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.5538185834884644,
   "val_loss": 0.820229709148407,
   "acc": 70.77,
   "time": 87.23911055107601,
   "param": [
    {
     "p": 0.057755690068006516,
     "m": 1.0
    },
    {
     "p": 0.07541455328464508,
     "m": 1.0
    },
    {
     "p": 0.09957697242498398,
     "m": 1.0
    },
    {
     "p": 0.07325256615877151,
     "m": 1.0
    },
    {
     "p": 0.06196438521146774,
     "m": 1.0
    },
    {
     "p": 0.059325411915779114,
     "m": 1.0
    },
    {
     "p": 0.07748637348413467,
     "m": 1.0
    },
    {
     "p": 0.05360869690775871,
     "m": 1.0
    },
    {
     "p": 0.060341574251651764,
     "m": 1.0
    },
    {
     "p": 0.061696045100688934,
     "m": 1.0
    },
    {
     "p": 0.09347666800022125,
     "m": 1.0
    },
    {
     "p": 0.07084952294826508,
     "m": 1.0
    },
    {
     "p": 0.08188662678003311,
     "m": 1.0
    },
    {
     "p": 0.07336486876010895,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.6304798126220703,
   "val_loss": 1.0534946918487549,
   "acc": 70.1,
   "time": 96.01965198013932,
   "param": [
    {
     "p": 0.06330056488513947,
     "m": 1.0
    },
    {
     "p": 0.10116031020879745,
     "m": 1.0
    },
    {
     "p": 0.02486489899456501,
     "m": 1.0
    },
    {
     "p": 0.062291499227285385,
     "m": 1.0
    },
    {
     "p": 0.0742192491889,
     "m": 1.0
    },
    {
     "p": 0.09829781949520111,
     "m": 1.0
    },
    {
     "p": 0.07374709844589233,
     "m": 1.0
    },
    {
     "p": 0.06462732702493668,
     "m": 1.0
    },
    {
     "p": 0.0851292610168457,
     "m": 1.0
    },
    {
     "p": 0.05128646269440651,
     "m": 1.0
    },
    {
     "p": 0.07487572729587555,
     "m": 1.0
    },
    {
     "p": 0.08390674740076065,
     "m": 1.0
    },
    {
     "p": 0.054672740399837494,
     "m": 1.0
    },
    {
     "p": 0.08762022107839584,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.5995888710021973,
   "val_loss": 0.9581998586654663,
   "acc": 70.64,
   "time": 94.81478208606131,
   "param": [
    {
     "p": 0.07717285305261612,
     "m": 1.0
    },
    {
     "p": 0.07166258990764618,
     "m": 1.0
    },
    {
     "p": 0.07365204393863678,
     "m": 1.0
    },
    {
     "p": 0.0727647915482521,
     "m": 1.0
    },
    {
     "p": 0.08005383610725403,
     "m": 1.0
    },
    {
     "p": 0.05961066856980324,
     "m": 1.0
    },
    {
     "p": 0.08891363441944122,
     "m": 1.0
    },
    {
     "p": 0.05584806576371193,
     "m": 1.0
    },
    {
     "p": 0.09077407419681549,
     "m": 1.0
    },
    {
     "p": 0.06666220724582672,
     "m": 1.0
    },
    {
     "p": 0.06965885311365128,
     "m": 1.0
    },
    {
     "p": 0.08159790933132172,
     "m": 1.0
    },
    {
     "p": 0.05282728374004364,
     "m": 1.0
    },
    {
     "p": 0.0588010735809803,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.8544151186943054,
   "val_loss": 1.0038349628448486,
   "acc": 70.51,
   "time": 82.08405027515255,
   "param": [
    {
     "p": 0.06538306921720505,
     "m": 1.0
    },
    {
     "p": 0.05101891607046127,
     "m": 1.0
    },
    {
     "p": 0.07833044230937958,
     "m": 1.0
    },
    {
     "p": 0.0650985911488533,
     "m": 1.0
    },
    {
     "p": 0.10380666702985764,
     "m": 1.0
    },
    {
     "p": 0.06791971623897552,
     "m": 1.0
    },
    {
     "p": 0.05566294491291046,
     "m": 1.0
    },
    {
     "p": 0.07087576389312744,
     "m": 1.0
    },
    {
     "p": 0.07746957987546921,
     "m": 1.0
    },
    {
     "p": 0.043709300458431244,
     "m": 1.0
    },
    {
     "p": 0.08529669046401978,
     "m": 1.0
    },
    {
     "p": 0.07624845206737518,
     "m": 1.0
    },
    {
     "p": 0.07185526937246323,
     "m": 1.0
    },
    {
     "p": 0.0873246043920517,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.6014148592948914,
   "val_loss": 0.9508639574050903,
   "acc": 69.65,
   "time": 74.0619576938916,
   "param": [
    {
     "p": 0.09278128296136856,
     "m": 1.0
    },
    {
     "p": 0.06785068660974503,
     "m": 1.0
    },
    {
     "p": 0.06366857141256332,
     "m": 1.0
    },
    {
     "p": 0.07137507945299149,
     "m": 1.0
    },
    {
     "p": 0.08081154525279999,
     "m": 1.0
    },
    {
     "p": 0.08360908925533295,
     "m": 1.0
    },
    {
     "p": 0.035909365862607956,
     "m": 1.0
    },
    {
     "p": 0.05960329994559288,
     "m": 1.0
    },
    {
     "p": 0.08971477299928665,
     "m": 1.0
    },
    {
     "p": 0.0765686184167862,
     "m": 1.0
    },
    {
     "p": 0.0908004492521286,
     "m": 1.0
    },
    {
     "p": 0.05340373143553734,
     "m": 1.0
    },
    {
     "p": 0.0821111649274826,
     "m": 1.0
    },
    {
     "p": 0.05179242417216301,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.6248226165771484,
   "val_loss": 0.9577187895774841,
   "acc": 70.72,
   "time": 74.53250343212858,
   "param": [
    {
     "p": 0.07410160452127457,
     "m": 1.0
    },
    {
     "p": 0.0714757964015007,
     "m": 1.0
    },
    {
     "p": 0.08500444889068604,
     "m": 1.0
    },
    {
     "p": 0.08209560811519623,
     "m": 1.0
    },
    {
     "p": 0.08099634200334549,
     "m": 1.0
    },
    {
     "p": 0.04898634925484657,
     "m": 1.0
    },
    {
     "p": 0.0961073786020279,
     "m": 1.0
    },
    {
     "p": 0.03725023195147514,
     "m": 1.0
    },
    {
     "p": 0.07309190183877945,
     "m": 1.0
    },
    {
     "p": 0.06098911538720131,
     "m": 1.0
    },
    {
     "p": 0.06781995296478271,
     "m": 1.0
    },
    {
     "p": 0.0611993782222271,
     "m": 1.0
    },
    {
     "p": 0.07844368368387222,
     "m": 1.0
    },
    {
     "p": 0.08243812620639801,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.6588764786720276,
   "val_loss": 1.0384799242019653,
   "acc": 70.56,
   "time": 71.79942361381836,
   "param": [
    {
     "p": 0.06382552534341812,
     "m": 1.0
    },
    {
     "p": 0.08481495827436447,
     "m": 1.0
    },
    {
     "p": 0.08252128958702087,
     "m": 1.0
    },
    {
     "p": 0.051250431686639786,
     "m": 1.0
    },
    {
     "p": 0.07948342710733414,
     "m": 1.0
    },
    {
     "p": 0.05123906210064888,
     "m": 1.0
    },
    {
     "p": 0.07581260055303574,
     "m": 1.0
    },
    {
     "p": 0.08171851187944412,
     "m": 1.0
    },
    {
     "p": 0.08041693270206451,
     "m": 1.0
    },
    {
     "p": 0.07114841789007187,
     "m": 1.0
    },
    {
     "p": 0.06149626895785332,
     "m": 1.0
    },
    {
     "p": 0.08281750977039337,
     "m": 1.0
    },
    {
     "p": 0.05444623529911041,
     "m": 1.0
    },
    {
     "p": 0.0790087953209877,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.5312345027923584,
   "val_loss": 1.0135350227355957,
   "acc": 69.36,
   "time": 72.93830276583321,
   "param": [
    {
     "p": 0.05803708732128143,
     "m": 1.0
    },
    {
     "p": 0.06641805917024612,
     "m": 1.0
    },
    {
     "p": 0.06420525163412094,
     "m": 1.0
    },
    {
     "p": 0.08052633702754974,
     "m": 1.0
    },
    {
     "p": 0.06381864845752716,
     "m": 1.0
    },
    {
     "p": 0.06816128641366959,
     "m": 1.0
    },
    {
     "p": 0.06578218936920166,
     "m": 1.0
    },
    {
     "p": 0.1070016399025917,
     "m": 1.0
    },
    {
     "p": 0.077231764793396,
     "m": 1.0
    },
    {
     "p": 0.051867131143808365,
     "m": 1.0
    },
    {
     "p": 0.049959372729063034,
     "m": 1.0
    },
    {
     "p": 0.07148164510726929,
     "m": 1.0
    },
    {
     "p": 0.08406781405210495,
     "m": 1.0
    },
    {
     "p": 0.09144160151481628,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.7089143395423889,
   "val_loss": 1.0829086303710938,
   "acc": 70.51,
   "time": 73.62565286201425,
   "param": [
    {
     "p": 0.061587635427713394,
     "m": 1.0
    },
    {
     "p": 0.10679920762777328,
     "m": 1.0
    },
    {
     "p": 0.06578000634908676,
     "m": 1.0
    },
    {
     "p": 0.07597865909337997,
     "m": 1.0
    },
    {
     "p": 0.052190665155649185,
     "m": 1.0
    },
    {
     "p": 0.10138639807701111,
     "m": 1.0
    },
    {
     "p": 0.07590298354625702,
     "m": 1.0
    },
    {
     "p": 0.043335605412721634,
     "m": 1.0
    },
    {
     "p": 0.059732720255851746,
     "m": 1.0
    },
    {
     "p": 0.07333894073963165,
     "m": 1.0
    },
    {
     "p": 0.06989901512861252,
     "m": 1.0
    },
    {
     "p": 0.06388185173273087,
     "m": 1.0
    },
    {
     "p": 0.07309574633836746,
     "m": 1.0
    },
    {
     "p": 0.0770905464887619,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.766161322593689,
   "val_loss": 0.9195156097412109,
   "acc": 71.0,
   "time": 75.19389763986692,
   "param": [
    {
     "p": 0.07176095247268677,
     "m": 1.0
    },
    {
     "p": 0.044745367020368576,
     "m": 1.0
    },
    {
     "p": 0.07868783175945282,
     "m": 1.0
    },
    {
     "p": 0.04502948746085167,
     "m": 1.0
    },
    {
     "p": 0.0856924057006836,
     "m": 1.0
    },
    {
     "p": 0.059764232486486435,
     "m": 1.0
    },
    {
     "p": 0.08431779593229294,
     "m": 1.0
    },
    {
     "p": 0.09618128836154938,
     "m": 1.0
    },
    {
     "p": 0.07726017385721207,
     "m": 1.0
    },
    {
     "p": 0.05012001842260361,
     "m": 1.0
    },
    {
     "p": 0.06919422745704651,
     "m": 1.0
    },
    {
     "p": 0.06769759207963943,
     "m": 1.0
    },
    {
     "p": 0.09291872382164001,
     "m": 1.0
    },
    {
     "p": 0.07662984728813171,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.559334397315979,
   "val_loss": 1.3570679426193237,
   "acc": 70.85,
   "time": 74.83842939790338,
   "param": [
    {
     "p": 0.07972884178161621,
     "m": 1.0
    },
    {
     "p": 0.07471039146184921,
     "m": 1.0
    },
    {
     "p": 0.07963935285806656,
     "m": 1.0
    },
    {
     "p": 0.0729556530714035,
     "m": 1.0
    },
    {
     "p": 0.07404828816652298,
     "m": 1.0
    },
    {
     "p": 0.05310427024960518,
     "m": 1.0
    },
    {
     "p": 0.062290921807289124,
     "m": 1.0
    },
    {
     "p": 0.04206574335694313,
     "m": 1.0
    },
    {
     "p": 0.11870954930782318,
     "m": 1.0
    },
    {
     "p": 0.056611791253089905,
     "m": 1.0
    },
    {
     "p": 0.08535052090883255,
     "m": 1.0
    },
    {
     "p": 0.0794999822974205,
     "m": 1.0
    },
    {
     "p": 0.06087879836559296,
     "m": 1.0
    },
    {
     "p": 0.06040601432323456,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.5248839259147644,
   "val_loss": 1.0248217582702637,
   "acc": 71.42,
   "time": 72.57722212583758,
   "param": [
    {
     "p": 0.0819423645734787,
     "m": 1.0
    },
    {
     "p": 0.06441682577133179,
     "m": 1.0
    },
    {
     "p": 0.08933422714471817,
     "m": 1.0
    },
    {
     "p": 0.09501852840185165,
     "m": 1.0
    },
    {
     "p": 0.03415744751691818,
     "m": 1.0
    },
    {
     "p": 0.0878177359700203,
     "m": 1.0
    },
    {
     "p": 0.06470852345228195,
     "m": 1.0
    },
    {
     "p": 0.09985590726137161,
     "m": 1.0
    },
    {
     "p": 0.054597530514001846,
     "m": 1.0
    },
    {
     "p": 0.04450507089495659,
     "m": 1.0
    },
    {
     "p": 0.049313075840473175,
     "m": 1.0
    },
    {
     "p": 0.05691895633935928,
     "m": 1.0
    },
    {
     "p": 0.09337281435728073,
     "m": 1.0
    },
    {
     "p": 0.08404101431369781,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.8385873436927795,
   "val_loss": 0.9283834099769592,
   "acc": 70.62,
   "time": 71.47199064400047,
   "param": [
    {
     "p": 0.07753194123506546,
     "m": 1.0
    },
    {
     "p": 0.0779726505279541,
     "m": 1.0
    },
    {
     "p": 0.06305242329835892,
     "m": 1.0
    },
    {
     "p": 0.06928910315036774,
     "m": 1.0
    },
    {
     "p": 0.07049291580915451,
     "m": 1.0
    },
    {
     "p": 0.09838312864303589,
     "m": 1.0
    },
    {
     "p": 0.03860265016555786,
     "m": 1.0
    },
    {
     "p": 0.04873942583799362,
     "m": 1.0
    },
    {
     "p": 0.07557367533445358,
     "m": 1.0
    },
    {
     "p": 0.06765761971473694,
     "m": 1.0
    },
    {
     "p": 0.09058147668838501,
     "m": 1.0
    },
    {
     "p": 0.06952931731939316,
     "m": 1.0
    },
    {
     "p": 0.05386703088879585,
     "m": 1.0
    },
    {
     "p": 0.09872666001319885,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.6961283683776855,
   "val_loss": 0.9283131957054138,
   "acc": 70.45,
   "time": 71.76792632602155,
   "param": [
    {
     "p": 0.06904485076665878,
     "m": 1.0
    },
    {
     "p": 0.0642281323671341,
     "m": 1.0
    },
    {
     "p": 0.12840458750724792,
     "m": 1.0
    },
    {
     "p": 0.028028255328536034,
     "m": 1.0
    },
    {
     "p": 0.049595218151807785,
     "m": 1.0
    },
    {
     "p": 0.09252030402421951,
     "m": 1.0
    },
    {
     "p": 0.07103557139635086,
     "m": 1.0
    },
    {
     "p": 0.07013960182666779,
     "m": 1.0
    },
    {
     "p": 0.046588871628046036,
     "m": 1.0
    },
    {
     "p": 0.048069778829813004,
     "m": 1.0
    },
    {
     "p": 0.09016846120357513,
     "m": 1.0
    },
    {
     "p": 0.08698021620512009,
     "m": 1.0
    },
    {
     "p": 0.05949481576681137,
     "m": 1.0
    },
    {
     "p": 0.09570137411355972,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.5776317715644836,
   "val_loss": 0.8365382552146912,
   "acc": 70.43,
   "time": 75.20170115819201,
   "param": [
    {
     "p": 0.0919191986322403,
     "m": 1.0
    },
    {
     "p": 0.10054684430360794,
     "m": 1.0
    },
    {
     "p": 0.07234996557235718,
     "m": 1.0
    },
    {
     "p": 0.0634978860616684,
     "m": 1.0
    },
    {
     "p": 0.021840499714016914,
     "m": 1.0
    },
    {
     "p": 0.09338358044624329,
     "m": 1.0
    },
    {
     "p": 0.058692753314971924,
     "m": 1.0
    },
    {
     "p": 0.13383451104164124,
     "m": 1.0
    },
    {
     "p": 0.07792430371046066,
     "m": 1.0
    },
    {
     "p": 0.07470075786113739,
     "m": 1.0
    },
    {
     "p": 0.02298159711062908,
     "m": 1.0
    },
    {
     "p": 0.03112821653485298,
     "m": 1.0
    },
    {
     "p": 0.0657261535525322,
     "m": 1.0
    },
    {
     "p": 0.0914737805724144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.8590729832649231,
   "val_loss": 0.9184108376502991,
   "acc": 70.33,
   "time": 93.22715076315217,
   "param": [
    {
     "p": 0.0656910091638565,
     "m": 1.0
    },
    {
     "p": 0.08375678211450577,
     "m": 1.0
    },
    {
     "p": 0.07218224555253983,
     "m": 1.0
    },
    {
     "p": 0.07116926461458206,
     "m": 1.0
    },
    {
     "p": 0.05201684683561325,
     "m": 1.0
    },
    {
     "p": 0.06197429820895195,
     "m": 1.0
    },
    {
     "p": 0.05633895844221115,
     "m": 1.0
    },
    {
     "p": 0.060032714158296585,
     "m": 1.0
    },
    {
     "p": 0.05378320813179016,
     "m": 1.0
    },
    {
     "p": 0.07472778856754303,
     "m": 1.0
    },
    {
     "p": 0.08453596383333206,
     "m": 1.0
    },
    {
     "p": 0.08703536540269852,
     "m": 1.0
    },
    {
     "p": 0.06860575079917908,
     "m": 1.0
    },
    {
     "p": 0.10814981162548065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.689379870891571,
   "val_loss": 0.9230557084083557,
   "acc": 70.0,
   "time": 72.43463897099718,
   "param": [
    {
     "p": 0.05139346420764923,
     "m": 1.0
    },
    {
     "p": 0.1040043979883194,
     "m": 1.0
    },
    {
     "p": 0.11355987936258316,
     "m": 1.0
    },
    {
     "p": 0.05730146914720535,
     "m": 1.0
    },
    {
     "p": 0.05990263447165489,
     "m": 1.0
    },
    {
     "p": 0.07358628511428833,
     "m": 1.0
    },
    {
     "p": 0.08654849231243134,
     "m": 1.0
    },
    {
     "p": 0.061018768697977066,
     "m": 1.0
    },
    {
     "p": 0.05676368623971939,
     "m": 1.0
    },
    {
     "p": 0.053537968546152115,
     "m": 1.0
    },
    {
     "p": 0.08024395257234573,
     "m": 1.0
    },
    {
     "p": 0.04562981426715851,
     "m": 1.0
    },
    {
     "p": 0.06705930083990097,
     "m": 1.0
    },
    {
     "p": 0.08944994956254959,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.44610753655433655,
   "val_loss": 1.0074282884597778,
   "acc": 71.35,
   "time": 72.88293935498223,
   "param": [
    {
     "p": 0.08390416204929352,
     "m": 1.0
    },
    {
     "p": 0.06849854439496994,
     "m": 1.0
    },
    {
     "p": 0.019860366359353065,
     "m": 1.0
    },
    {
     "p": 0.07132185250520706,
     "m": 1.0
    },
    {
     "p": 0.02101876027882099,
     "m": 1.0
    },
    {
     "p": 0.07128259539604187,
     "m": 1.0
    },
    {
     "p": 0.08464561402797699,
     "m": 1.0
    },
    {
     "p": 0.04606936499476433,
     "m": 1.0
    },
    {
     "p": 0.10335269570350647,
     "m": 1.0
    },
    {
     "p": 0.08023589849472046,
     "m": 1.0
    },
    {
     "p": 0.09270768612623215,
     "m": 1.0
    },
    {
     "p": 0.05875184014439583,
     "m": 1.0
    },
    {
     "p": 0.10465951263904572,
     "m": 1.0
    },
    {
     "p": 0.09369127452373505,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.5799724459648132,
   "val_loss": 0.9678015112876892,
   "acc": 70.34,
   "time": 83.35636005597189,
   "param": [
    {
     "p": 0.08020802587270737,
     "m": 1.0
    },
    {
     "p": 0.07879434525966644,
     "m": 1.0
    },
    {
     "p": 0.06329841911792755,
     "m": 1.0
    },
    {
     "p": 0.045028939843177795,
     "m": 1.0
    },
    {
     "p": 0.06391595304012299,
     "m": 1.0
    },
    {
     "p": 0.09535828232765198,
     "m": 1.0
    },
    {
     "p": 0.06096302717924118,
     "m": 1.0
    },
    {
     "p": 0.0821397677063942,
     "m": 1.0
    },
    {
     "p": 0.06094161793589592,
     "m": 1.0
    },
    {
     "p": 0.048675235360860825,
     "m": 1.0
    },
    {
     "p": 0.06926021724939346,
     "m": 1.0
    },
    {
     "p": 0.06085037440061569,
     "m": 1.0
    },
    {
     "p": 0.07385227084159851,
     "m": 1.0
    },
    {
     "p": 0.11671360582113266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.6989572644233704,
   "val_loss": 0.7946794033050537,
   "acc": 69.93,
   "time": 71.36781985219568,
   "param": [
    {
     "p": 0.04369790107011795,
     "m": 1.0
    },
    {
     "p": 0.09781785309314728,
     "m": 1.0
    },
    {
     "p": 0.07523905485868454,
     "m": 1.0
    },
    {
     "p": 0.04938622564077377,
     "m": 1.0
    },
    {
     "p": 0.09634053707122803,
     "m": 1.0
    },
    {
     "p": 0.11138596385717392,
     "m": 1.0
    },
    {
     "p": 0.09556214511394501,
     "m": 1.0
    },
    {
     "p": 0.053330641239881516,
     "m": 1.0
    },
    {
     "p": 0.07691825181245804,
     "m": 1.0
    },
    {
     "p": 0.03667471185326576,
     "m": 1.0
    },
    {
     "p": 0.0609896257519722,
     "m": 1.0
    },
    {
     "p": 0.07090789079666138,
     "m": 1.0
    },
    {
     "p": 0.06311945617198944,
     "m": 1.0
    },
    {
     "p": 0.06862974166870117,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.547791600227356,
   "val_loss": 1.0104820728302002,
   "acc": 71.32,
   "time": 72.04396156198345,
   "param": [
    {
     "p": 0.07306419312953949,
     "m": 1.0
    },
    {
     "p": 0.055274538695812225,
     "m": 1.0
    },
    {
     "p": 0.09593125432729721,
     "m": 1.0
    },
    {
     "p": 0.054728493094444275,
     "m": 1.0
    },
    {
     "p": 0.01650618016719818,
     "m": 1.0
    },
    {
     "p": 0.06638208031654358,
     "m": 1.0
    },
    {
     "p": 0.09383635222911835,
     "m": 1.0
    },
    {
     "p": 0.058683451265096664,
     "m": 1.0
    },
    {
     "p": 0.089004285633564,
     "m": 1.0
    },
    {
     "p": 0.06086786836385727,
     "m": 1.0
    },
    {
     "p": 0.08376417309045792,
     "m": 1.0
    },
    {
     "p": 0.10329356789588928,
     "m": 1.0
    },
    {
     "p": 0.07119905203580856,
     "m": 1.0
    },
    {
     "p": 0.07746457308530807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.516926109790802,
   "val_loss": 0.8511438369750977,
   "acc": 70.46,
   "time": 72.87110302899964,
   "param": [
    {
     "p": 0.0605364665389061,
     "m": 1.0
    },
    {
     "p": 0.08384307473897934,
     "m": 1.0
    },
    {
     "p": 0.08022511005401611,
     "m": 1.0
    },
    {
     "p": 0.0795334056019783,
     "m": 1.0
    },
    {
     "p": 0.052712973207235336,
     "m": 1.0
    },
    {
     "p": 0.07360950112342834,
     "m": 1.0
    },
    {
     "p": 0.060728769749403,
     "m": 1.0
    },
    {
     "p": 0.05149935558438301,
     "m": 1.0
    },
    {
     "p": 0.08005678653717041,
     "m": 1.0
    },
    {
     "p": 0.07813029736280441,
     "m": 1.0
    },
    {
     "p": 0.07931431382894516,
     "m": 1.0
    },
    {
     "p": 0.0675533339381218,
     "m": 1.0
    },
    {
     "p": 0.04482308402657509,
     "m": 1.0
    },
    {
     "p": 0.10743355751037598,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.7221924662590027,
   "val_loss": 0.9412519335746765,
   "acc": 70.45,
   "time": 76.15786956506781,
   "param": [
    {
     "p": 0.07729657739400864,
     "m": 1.0
    },
    {
     "p": 0.10793227702379227,
     "m": 1.0
    },
    {
     "p": 0.08363491296768188,
     "m": 1.0
    },
    {
     "p": 0.0811639130115509,
     "m": 1.0
    },
    {
     "p": 0.034164488315582275,
     "m": 1.0
    },
    {
     "p": 0.0844559296965599,
     "m": 1.0
    },
    {
     "p": 0.05723850429058075,
     "m": 1.0
    },
    {
     "p": 0.050311457365751266,
     "m": 1.0
    },
    {
     "p": 0.08190009742975235,
     "m": 1.0
    },
    {
     "p": 0.0764160007238388,
     "m": 1.0
    },
    {
     "p": 0.08259952068328857,
     "m": 1.0
    },
    {
     "p": 0.05019938573241234,
     "m": 1.0
    },
    {
     "p": 0.05551004037261009,
     "m": 1.0
    },
    {
     "p": 0.07717690616846085,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.6331847906112671,
   "val_loss": 1.101928472518921,
   "acc": 70.92,
   "time": 76.21782535500824,
   "param": [
    {
     "p": 0.05131286755204201,
     "m": 1.0
    },
    {
     "p": 0.08240415900945663,
     "m": 1.0
    },
    {
     "p": 0.06908883899450302,
     "m": 1.0
    },
    {
     "p": 0.07741989195346832,
     "m": 1.0
    },
    {
     "p": 0.06342794746160507,
     "m": 1.0
    },
    {
     "p": 0.04258474335074425,
     "m": 1.0
    },
    {
     "p": 0.049278825521469116,
     "m": 1.0
    },
    {
     "p": 0.07899393141269684,
     "m": 1.0
    },
    {
     "p": 0.06649260967969894,
     "m": 1.0
    },
    {
     "p": 0.0843670517206192,
     "m": 1.0
    },
    {
     "p": 0.0650254562497139,
     "m": 1.0
    },
    {
     "p": 0.09605073183774948,
     "m": 1.0
    },
    {
     "p": 0.08347078412771225,
     "m": 1.0
    },
    {
     "p": 0.0900820717215538,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.42712047696113586,
   "val_loss": 0.779337465763092,
   "acc": 70.77,
   "time": 93.30419894400984,
   "param": [
    {
     "p": 0.0709560289978981,
     "m": 1.0
    },
    {
     "p": 0.07698670029640198,
     "m": 1.0
    },
    {
     "p": 0.07476106286048889,
     "m": 1.0
    },
    {
     "p": 0.1018545851111412,
     "m": 1.0
    },
    {
     "p": 0.05572471022605896,
     "m": 1.0
    },
    {
     "p": 0.08000551909208298,
     "m": 1.0
    },
    {
     "p": 0.06328823417425156,
     "m": 1.0
    },
    {
     "p": 0.07322996109724045,
     "m": 1.0
    },
    {
     "p": 0.04609290510416031,
     "m": 1.0
    },
    {
     "p": 0.06454796344041824,
     "m": 1.0
    },
    {
     "p": 0.07857263088226318,
     "m": 1.0
    },
    {
     "p": 0.08448859304189682,
     "m": 1.0
    },
    {
     "p": 0.05352585017681122,
     "m": 1.0
    },
    {
     "p": 0.0759652704000473,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.5699810981750488,
   "val_loss": 1.0166095495224,
   "acc": 70.99,
   "time": 71.73788592009805,
   "param": [
    {
     "p": 0.05344861000776291,
     "m": 1.0
    },
    {
     "p": 0.10767541080713272,
     "m": 1.0
    },
    {
     "p": 0.08834782987833023,
     "m": 1.0
    },
    {
     "p": 0.07444341480731964,
     "m": 1.0
    },
    {
     "p": 0.049830030649900436,
     "m": 1.0
    },
    {
     "p": 0.030298681929707527,
     "m": 1.0
    },
    {
     "p": 0.08085937798023224,
     "m": 1.0
    },
    {
     "p": 0.0898604616522789,
     "m": 1.0
    },
    {
     "p": 0.058140527456998825,
     "m": 1.0
    },
    {
     "p": 0.06950018554925919,
     "m": 1.0
    },
    {
     "p": 0.0800042524933815,
     "m": 1.0
    },
    {
     "p": 0.05088550224900246,
     "m": 1.0
    },
    {
     "p": 0.08022503554821014,
     "m": 1.0
    },
    {
     "p": 0.08648069202899933,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.6041126251220703,
   "val_loss": 0.8471233248710632,
   "acc": 71.39,
   "time": 81.70859690383077,
   "param": [
    {
     "p": 0.06862914562225342,
     "m": 1.0
    },
    {
     "p": 0.09051761776208878,
     "m": 1.0
    },
    {
     "p": 0.05857349932193756,
     "m": 1.0
    },
    {
     "p": 0.06548252701759338,
     "m": 1.0
    },
    {
     "p": 0.055329058319330215,
     "m": 1.0
    },
    {
     "p": 0.11440083384513855,
     "m": 1.0
    },
    {
     "p": 0.07759059220552444,
     "m": 1.0
    },
    {
     "p": 0.0733756572008133,
     "m": 1.0
    },
    {
     "p": 0.06274730712175369,
     "m": 1.0
    },
    {
     "p": 0.07268834114074707,
     "m": 1.0
    },
    {
     "p": 0.09528085589408875,
     "m": 1.0
    },
    {
     "p": 0.040603119879961014,
     "m": 1.0
    },
    {
     "p": 0.06979770958423615,
     "m": 1.0
    },
    {
     "p": 0.054983675479888916,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.6932161450386047,
   "val_loss": 1.0070819854736328,
   "acc": 70.48,
   "time": 85.34235130506568,
   "param": [
    {
     "p": 0.029808329418301582,
     "m": 1.0
    },
    {
     "p": 0.0865974947810173,
     "m": 1.0
    },
    {
     "p": 0.07472773641347885,
     "m": 1.0
    },
    {
     "p": 0.07690814137458801,
     "m": 1.0
    },
    {
     "p": 0.0807960033416748,
     "m": 1.0
    },
    {
     "p": 0.09946640580892563,
     "m": 1.0
    },
    {
     "p": 0.07204265892505646,
     "m": 1.0
    },
    {
     "p": 0.08447518944740295,
     "m": 1.0
    },
    {
     "p": 0.06751207262277603,
     "m": 1.0
    },
    {
     "p": 0.0491175651550293,
     "m": 1.0
    },
    {
     "p": 0.05428973212838173,
     "m": 1.0
    },
    {
     "p": 0.04950195550918579,
     "m": 1.0
    },
    {
     "p": 0.07851450890302658,
     "m": 1.0
    },
    {
     "p": 0.09624223411083221,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.5222326517105103,
   "val_loss": 0.8546872735023499,
   "acc": 71.0,
   "time": 78.98071936611086,
   "param": [
    {
     "p": 0.09903824329376221,
     "m": 1.0
    },
    {
     "p": 0.07569403201341629,
     "m": 1.0
    },
    {
     "p": 0.06298138201236725,
     "m": 1.0
    },
    {
     "p": 0.09600534290075302,
     "m": 1.0
    },
    {
     "p": 0.08597984164953232,
     "m": 1.0
    },
    {
     "p": 0.08138513565063477,
     "m": 1.0
    },
    {
     "p": 0.03934884071350098,
     "m": 1.0
    },
    {
     "p": 0.05044832453131676,
     "m": 1.0
    },
    {
     "p": 0.07502669841051102,
     "m": 1.0
    },
    {
     "p": 0.03740593418478966,
     "m": 1.0
    },
    {
     "p": 0.07180797308683395,
     "m": 1.0
    },
    {
     "p": 0.07436071336269379,
     "m": 1.0
    },
    {
     "p": 0.05728239193558693,
     "m": 1.0
    },
    {
     "p": 0.09323504567146301,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 0.46330133080482483,
   "val_loss": 0.8412251472473145,
   "acc": 70.77,
   "time": 76.09657291695476,
   "param": [
    {
     "p": 0.07935407012701035,
     "m": 1.0
    },
    {
     "p": 0.066482774913311,
     "m": 1.0
    },
    {
     "p": 0.08688125014305115,
     "m": 1.0
    },
    {
     "p": 0.096248097717762,
     "m": 1.0
    },
    {
     "p": 0.05130413919687271,
     "m": 1.0
    },
    {
     "p": 0.07780168950557709,
     "m": 1.0
    },
    {
     "p": 0.06191670149564743,
     "m": 1.0
    },
    {
     "p": 0.043151333928108215,
     "m": 1.0
    },
    {
     "p": 0.0628209188580513,
     "m": 1.0
    },
    {
     "p": 0.06679590791463852,
     "m": 1.0
    },
    {
     "p": 0.08035041391849518,
     "m": 1.0
    },
    {
     "p": 0.08487951010465622,
     "m": 1.0
    },
    {
     "p": 0.07205245643854141,
     "m": 1.0
    },
    {
     "p": 0.0699608102440834,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.5671248435974121,
   "val_loss": 0.9261224269866943,
   "acc": 71.23,
   "time": 89.65780669008382,
   "param": [
    {
     "p": 0.06986957043409348,
     "m": 1.0
    },
    {
     "p": 0.07381332665681839,
     "m": 1.0
    },
    {
     "p": 0.08058125525712967,
     "m": 1.0
    },
    {
     "p": 0.10142411291599274,
     "m": 1.0
    },
    {
     "p": 0.0620582178235054,
     "m": 1.0
    },
    {
     "p": 0.06615862250328064,
     "m": 1.0
    },
    {
     "p": 0.0690474808216095,
     "m": 1.0
    },
    {
     "p": 0.09221907705068588,
     "m": 1.0
    },
    {
     "p": 0.06742701679468155,
     "m": 1.0
    },
    {
     "p": 0.04860066995024681,
     "m": 1.0
    },
    {
     "p": 0.071976438164711,
     "m": 1.0
    },
    {
     "p": 0.08837531507015228,
     "m": 1.0
    },
    {
     "p": 0.04497527703642845,
     "m": 1.0
    },
    {
     "p": 0.06347367912530899,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.467647910118103,
   "val_loss": 0.8739550709724426,
   "acc": 70.51,
   "time": 74.04347374709323,
   "param": [
    {
     "p": 0.08501280099153519,
     "m": 1.0
    },
    {
     "p": 0.0713573694229126,
     "m": 1.0
    },
    {
     "p": 0.06685332953929901,
     "m": 1.0
    },
    {
     "p": 0.05292565003037453,
     "m": 1.0
    },
    {
     "p": 0.04310617223381996,
     "m": 1.0
    },
    {
     "p": 0.057427242398262024,
     "m": 1.0
    },
    {
     "p": 0.007923808880150318,
     "m": 1.0
    },
    {
     "p": 0.10962255299091339,
     "m": 1.0
    },
    {
     "p": 0.09912083297967911,
     "m": 1.0
    },
    {
     "p": 0.0316927544772625,
     "m": 1.0
    },
    {
     "p": 0.10042565315961838,
     "m": 1.0
    },
    {
     "p": 0.07816362380981445,
     "m": 1.0
    },
    {
     "p": 0.08738352358341217,
     "m": 1.0
    },
    {
     "p": 0.10898466408252716,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.5820096731185913,
   "val_loss": 0.8120518922805786,
   "acc": 70.65,
   "time": 74.20151954703033,
   "param": [
    {
     "p": 0.0611165352165699,
     "m": 1.0
    },
    {
     "p": 0.10271193087100983,
     "m": 1.0
    },
    {
     "p": 0.06784407049417496,
     "m": 1.0
    },
    {
     "p": 0.09553935378789902,
     "m": 1.0
    },
    {
     "p": 0.08381092548370361,
     "m": 1.0
    },
    {
     "p": 0.06503422558307648,
     "m": 1.0
    },
    {
     "p": 0.08530642092227936,
     "m": 1.0
    },
    {
     "p": 0.0409930981695652,
     "m": 1.0
    },
    {
     "p": 0.0671313926577568,
     "m": 1.0
    },
    {
     "p": 0.055734142661094666,
     "m": 1.0
    },
    {
     "p": 0.049779292196035385,
     "m": 1.0
    },
    {
     "p": 0.07039926946163177,
     "m": 1.0
    },
    {
     "p": 0.0679558590054512,
     "m": 1.0
    },
    {
     "p": 0.08664344996213913,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.5051796436309814,
   "val_loss": 1.008607268333435,
   "acc": 71.12,
   "time": 73.12937479210086,
   "param": [
    {
     "p": 0.09209468960762024,
     "m": 1.0
    },
    {
     "p": 0.08441092818975449,
     "m": 1.0
    },
    {
     "p": 0.10936623066663742,
     "m": 1.0
    },
    {
     "p": 0.09307682514190674,
     "m": 1.0
    },
    {
     "p": 0.0814356878399849,
     "m": 1.0
    },
    {
     "p": 0.05937604606151581,
     "m": 1.0
    },
    {
     "p": 0.04675890505313873,
     "m": 1.0
    },
    {
     "p": 0.059213925153017044,
     "m": 1.0
    },
    {
     "p": 0.06034454330801964,
     "m": 1.0
    },
    {
     "p": 0.07290485501289368,
     "m": 1.0
    },
    {
     "p": 0.08340522646903992,
     "m": 1.0
    },
    {
     "p": 0.05146490037441254,
     "m": 1.0
    },
    {
     "p": 0.06529664993286133,
     "m": 1.0
    },
    {
     "p": 0.040850549936294556,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.6064862012863159,
   "val_loss": 0.9872564673423767,
   "acc": 70.2,
   "time": 72.66185833909549,
   "param": [
    {
     "p": 0.05387759208679199,
     "m": 1.0
    },
    {
     "p": 0.09389298409223557,
     "m": 1.0
    },
    {
     "p": 0.10708558559417725,
     "m": 1.0
    },
    {
     "p": 0.04106799513101578,
     "m": 1.0
    },
    {
     "p": 0.10313031077384949,
     "m": 1.0
    },
    {
     "p": 0.06737692654132843,
     "m": 1.0
    },
    {
     "p": 0.0421154722571373,
     "m": 1.0
    },
    {
     "p": 0.04589767009019852,
     "m": 1.0
    },
    {
     "p": 0.06774608045816422,
     "m": 1.0
    },
    {
     "p": 0.05176885426044464,
     "m": 1.0
    },
    {
     "p": 0.08197437226772308,
     "m": 1.0
    },
    {
     "p": 0.06434508413076401,
     "m": 1.0
    },
    {
     "p": 0.09300873428583145,
     "m": 1.0
    },
    {
     "p": 0.08671241253614426,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.5114275813102722,
   "val_loss": 0.978254497051239,
   "acc": 70.31,
   "time": 72.5780343299266,
   "param": [
    {
     "p": 0.03591609746217728,
     "m": 1.0
    },
    {
     "p": 0.08048564195632935,
     "m": 1.0
    },
    {
     "p": 0.08761817961931229,
     "m": 1.0
    },
    {
     "p": 0.08274568617343903,
     "m": 1.0
    },
    {
     "p": 0.07285159081220627,
     "m": 1.0
    },
    {
     "p": 0.07667406648397446,
     "m": 1.0
    },
    {
     "p": 0.05483327805995941,
     "m": 1.0
    },
    {
     "p": 0.08971226960420609,
     "m": 1.0
    },
    {
     "p": 0.025597335770726204,
     "m": 1.0
    },
    {
     "p": 0.05837906897068024,
     "m": 1.0
    },
    {
     "p": 0.08686980605125427,
     "m": 1.0
    },
    {
     "p": 0.09076928347349167,
     "m": 1.0
    },
    {
     "p": 0.09234865009784698,
     "m": 1.0
    },
    {
     "p": 0.06519903987646103,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.39195144176483154,
   "val_loss": 0.8846718072891235,
   "acc": 70.7,
   "time": 71.20240686018951,
   "param": [
    {
     "p": 0.07341200113296509,
     "m": 1.0
    },
    {
     "p": 0.08215448260307312,
     "m": 1.0
    },
    {
     "p": 0.06567328423261642,
     "m": 1.0
    },
    {
     "p": 0.09243962168693542,
     "m": 1.0
    },
    {
     "p": 0.08483526855707169,
     "m": 1.0
    },
    {
     "p": 0.05715951323509216,
     "m": 1.0
    },
    {
     "p": 0.056558240205049515,
     "m": 1.0
    },
    {
     "p": 0.06076078116893768,
     "m": 1.0
    },
    {
     "p": 0.07150855660438538,
     "m": 1.0
    },
    {
     "p": 0.08511971682310104,
     "m": 1.0
    },
    {
     "p": 0.0731038823723793,
     "m": 1.0
    },
    {
     "p": 0.061546001583337784,
     "m": 1.0
    },
    {
     "p": 0.07427314668893814,
     "m": 1.0
    },
    {
     "p": 0.061455514281988144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.41476142406463623,
   "val_loss": 0.981733500957489,
   "acc": 70.54,
   "time": 71.14519468299113,
   "param": [
    {
     "p": 0.05762828513979912,
     "m": 1.0
    },
    {
     "p": 0.07031913101673126,
     "m": 1.0
    },
    {
     "p": 0.053556639701128006,
     "m": 1.0
    },
    {
     "p": 0.06701838225126266,
     "m": 1.0
    },
    {
     "p": 0.0893779918551445,
     "m": 1.0
    },
    {
     "p": 0.07846350222826004,
     "m": 1.0
    },
    {
     "p": 0.08387025445699692,
     "m": 1.0
    },
    {
     "p": 0.06252229958772659,
     "m": 1.0
    },
    {
     "p": 0.07255242019891739,
     "m": 1.0
    },
    {
     "p": 0.0705985575914383,
     "m": 1.0
    },
    {
     "p": 0.10171569883823395,
     "m": 1.0
    },
    {
     "p": 0.07331498712301254,
     "m": 1.0
    },
    {
     "p": 0.05172731727361679,
     "m": 1.0
    },
    {
     "p": 0.06733448803424835,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.35046085715293884,
   "val_loss": 1.1291273832321167,
   "acc": 70.88,
   "time": 72.64293863391504,
   "param": [
    {
     "p": 0.04404720291495323,
     "m": 1.0
    },
    {
     "p": 0.09947091341018677,
     "m": 1.0
    },
    {
     "p": 0.06663750857114792,
     "m": 1.0
    },
    {
     "p": 0.0735185295343399,
     "m": 1.0
    },
    {
     "p": 0.07248669862747192,
     "m": 1.0
    },
    {
     "p": 0.07430249452590942,
     "m": 1.0
    },
    {
     "p": 0.06574524939060211,
     "m": 1.0
    },
    {
     "p": 0.07998493313789368,
     "m": 1.0
    },
    {
     "p": 0.04400286823511124,
     "m": 1.0
    },
    {
     "p": 0.04730036109685898,
     "m": 1.0
    },
    {
     "p": 0.1351109892129898,
     "m": 1.0
    },
    {
     "p": 0.07383687794208527,
     "m": 1.0
    },
    {
     "p": 0.04922722652554512,
     "m": 1.0
    },
    {
     "p": 0.07432821393013,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.7029321193695068,
   "val_loss": 0.8895018696784973,
   "acc": 69.96,
   "time": 73.21890186402015,
   "param": [
    {
     "p": 0.0514521524310112,
     "m": 1.0
    },
    {
     "p": 0.07653196901082993,
     "m": 1.0
    },
    {
     "p": 0.08411412686109543,
     "m": 1.0
    },
    {
     "p": 0.07449720799922943,
     "m": 1.0
    },
    {
     "p": 0.05582001060247421,
     "m": 1.0
    },
    {
     "p": 0.07881876081228256,
     "m": 1.0
    },
    {
     "p": 0.06138308346271515,
     "m": 1.0
    },
    {
     "p": 0.08481021225452423,
     "m": 1.0
    },
    {
     "p": 0.07028495520353317,
     "m": 1.0
    },
    {
     "p": 0.0639294907450676,
     "m": 1.0
    },
    {
     "p": 0.07329072058200836,
     "m": 1.0
    },
    {
     "p": 0.05086304992437363,
     "m": 1.0
    },
    {
     "p": 0.07572922855615616,
     "m": 1.0
    },
    {
     "p": 0.09847507625818253,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.6635549664497375,
   "val_loss": 1.0723152160644531,
   "acc": 69.72,
   "time": 72.00214066100307,
   "param": [
    {
     "p": 0.11366383731365204,
     "m": 1.0
    },
    {
     "p": 0.09377344697713852,
     "m": 1.0
    },
    {
     "p": 0.07398559898138046,
     "m": 1.0
    },
    {
     "p": 0.05373771861195564,
     "m": 1.0
    },
    {
     "p": 0.039533328264951706,
     "m": 1.0
    },
    {
     "p": 0.06740488857030869,
     "m": 1.0
    },
    {
     "p": 0.05606978014111519,
     "m": 1.0
    },
    {
     "p": 0.08950348198413849,
     "m": 1.0
    },
    {
     "p": 0.06523357331752777,
     "m": 1.0
    },
    {
     "p": 0.07588526606559753,
     "m": 1.0
    },
    {
     "p": 0.06694579869508743,
     "m": 1.0
    },
    {
     "p": 0.05911722034215927,
     "m": 1.0
    },
    {
     "p": 0.07158596068620682,
     "m": 1.0
    },
    {
     "p": 0.07356007397174835,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.4737873077392578,
   "val_loss": 1.1279890537261963,
   "acc": 71.15,
   "time": 71.76093730796129,
   "param": [
    {
     "p": 0.06237825006246567,
     "m": 1.0
    },
    {
     "p": 0.11756658554077148,
     "m": 1.0
    },
    {
     "p": 0.09120471030473709,
     "m": 1.0
    },
    {
     "p": 0.002289925003424287,
     "m": 1.0
    },
    {
     "p": 0.11291652172803879,
     "m": 1.0
    },
    {
     "p": 0.058958906680345535,
     "m": 1.0
    },
    {
     "p": 0.03335171192884445,
     "m": 1.0
    },
    {
     "p": 0.055869024246931076,
     "m": 1.0
    },
    {
     "p": 0.10214671492576599,
     "m": 1.0
    },
    {
     "p": 0.03283729404211044,
     "m": 1.0
    },
    {
     "p": 0.09129592776298523,
     "m": 1.0
    },
    {
     "p": 0.024285955354571342,
     "m": 1.0
    },
    {
     "p": 0.09028090536594391,
     "m": 1.0
    },
    {
     "p": 0.12461762875318527,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.46704527735710144,
   "val_loss": 1.1114627122879028,
   "acc": 70.84,
   "time": 73.15221373713575,
   "param": [
    {
     "p": 0.0836208313703537,
     "m": 1.0
    },
    {
     "p": 0.08007137477397919,
     "m": 1.0
    },
    {
     "p": 0.02818499319255352,
     "m": 1.0
    },
    {
     "p": 0.07986099272966385,
     "m": 1.0
    },
    {
     "p": 0.08970803767442703,
     "m": 1.0
    },
    {
     "p": 0.05183377116918564,
     "m": 1.0
    },
    {
     "p": 0.0697854608297348,
     "m": 1.0
    },
    {
     "p": 0.0990677997469902,
     "m": 1.0
    },
    {
     "p": 0.05724566802382469,
     "m": 1.0
    },
    {
     "p": 0.03902636095881462,
     "m": 1.0
    },
    {
     "p": 0.06990645080804825,
     "m": 1.0
    },
    {
     "p": 0.077615886926651,
     "m": 1.0
    },
    {
     "p": 0.07634872198104858,
     "m": 1.0
    },
    {
     "p": 0.09772371500730515,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.5267453789710999,
   "val_loss": 1.0598126649856567,
   "acc": 71.39,
   "time": 72.89235741295852,
   "param": [
    {
     "p": 0.054213643074035645,
     "m": 1.0
    },
    {
     "p": 0.08147691935300827,
     "m": 1.0
    },
    {
     "p": 0.09963420033454895,
     "m": 1.0
    },
    {
     "p": 0.09798266738653183,
     "m": 1.0
    },
    {
     "p": 0.038511019200086594,
     "m": 1.0
    },
    {
     "p": 0.07505736500024796,
     "m": 1.0
    },
    {
     "p": 0.07130367308855057,
     "m": 1.0
    },
    {
     "p": 0.0796094536781311,
     "m": 1.0
    },
    {
     "p": 0.07287952303886414,
     "m": 1.0
    },
    {
     "p": 0.05157431960105896,
     "m": 1.0
    },
    {
     "p": 0.10614422708749771,
     "m": 1.0
    },
    {
     "p": 0.038820426911115646,
     "m": 1.0
    },
    {
     "p": 0.07331643253564835,
     "m": 1.0
    },
    {
     "p": 0.05947614833712578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.5100521445274353,
   "val_loss": 1.0004361867904663,
   "acc": 71.45,
   "time": 88.3787123200018,
   "param": [
    {
     "p": 0.07975181937217712,
     "m": 1.0
    },
    {
     "p": 0.08154182136058807,
     "m": 1.0
    },
    {
     "p": 0.07003962993621826,
     "m": 1.0
    },
    {
     "p": 0.07686673849821091,
     "m": 1.0
    },
    {
     "p": 0.05544409528374672,
     "m": 1.0
    },
    {
     "p": 0.07600146532058716,
     "m": 1.0
    },
    {
     "p": 0.06698019802570343,
     "m": 1.0
    },
    {
     "p": 0.09431997686624527,
     "m": 1.0
    },
    {
     "p": 0.07685476541519165,
     "m": 1.0
    },
    {
     "p": 0.0666608139872551,
     "m": 1.0
    },
    {
     "p": 0.04140489548444748,
     "m": 1.0
    },
    {
     "p": 0.05422826483845711,
     "m": 1.0
    },
    {
     "p": 0.057898569852113724,
     "m": 1.0
    },
    {
     "p": 0.1020069420337677,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.3919764757156372,
   "val_loss": 1.1356648206710815,
   "acc": 71.4,
   "time": 80.60826749796979,
   "param": [
    {
     "p": 0.04909536987543106,
     "m": 1.0
    },
    {
     "p": 0.10917510837316513,
     "m": 1.0
    },
    {
     "p": 0.0705975890159607,
     "m": 1.0
    },
    {
     "p": 0.12168325483798981,
     "m": 1.0
    },
    {
     "p": 0.046085454523563385,
     "m": 1.0
    },
    {
     "p": 0.07927846163511276,
     "m": 1.0
    },
    {
     "p": 0.07013082504272461,
     "m": 1.0
    },
    {
     "p": 0.07396939396858215,
     "m": 1.0
    },
    {
     "p": 0.062497563660144806,
     "m": 1.0
    },
    {
     "p": 0.04060245305299759,
     "m": 1.0
    },
    {
     "p": 0.06501872837543488,
     "m": 1.0
    },
    {
     "p": 0.06250108033418655,
     "m": 1.0
    },
    {
     "p": 0.07246983051300049,
     "m": 1.0
    },
    {
     "p": 0.07689490169286728,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.5644063949584961,
   "val_loss": 0.9270012378692627,
   "acc": 72.26,
   "time": 72.48522493196651,
   "param": [
    {
     "p": 0.05547010526061058,
     "m": 1.0
    },
    {
     "p": 0.08851692825555801,
     "m": 1.0
    },
    {
     "p": 0.09758391231298447,
     "m": 1.0
    },
    {
     "p": 0.0771653950214386,
     "m": 1.0
    },
    {
     "p": 0.04353366047143936,
     "m": 1.0
    },
    {
     "p": 0.04824591800570488,
     "m": 1.0
    },
    {
     "p": 0.05296499282121658,
     "m": 1.0
    },
    {
     "p": 0.060025401413440704,
     "m": 1.0
    },
    {
     "p": 0.06360377371311188,
     "m": 1.0
    },
    {
     "p": 0.06870904564857483,
     "m": 1.0
    },
    {
     "p": 0.0647774189710617,
     "m": 1.0
    },
    {
     "p": 0.09000066667795181,
     "m": 1.0
    },
    {
     "p": 0.07415646314620972,
     "m": 1.0
    },
    {
     "p": 0.11524632573127747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.43351247906684875,
   "val_loss": 0.8384311199188232,
   "acc": 71.52,
   "time": 72.40566983190365,
   "param": [
    {
     "p": 0.06948680430650711,
     "m": 1.0
    },
    {
     "p": 0.07202765345573425,
     "m": 1.0
    },
    {
     "p": 0.09408998489379883,
     "m": 1.0
    },
    {
     "p": 0.05380928888916969,
     "m": 1.0
    },
    {
     "p": 0.050921473652124405,
     "m": 1.0
    },
    {
     "p": 0.06377656757831573,
     "m": 1.0
    },
    {
     "p": 0.08798681944608688,
     "m": 1.0
    },
    {
     "p": 0.04483983665704727,
     "m": 1.0
    },
    {
     "p": 0.11508174240589142,
     "m": 1.0
    },
    {
     "p": 0.07224729657173157,
     "m": 1.0
    },
    {
     "p": 0.05649475008249283,
     "m": 1.0
    },
    {
     "p": 0.06651119887828827,
     "m": 1.0
    },
    {
     "p": 0.07567939907312393,
     "m": 1.0
    },
    {
     "p": 0.077047199010849,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.7783854603767395,
   "val_loss": 0.973751425743103,
   "acc": 70.4,
   "time": 71.8571101098787,
   "param": [
    {
     "p": 0.07510635256767273,
     "m": 1.0
    },
    {
     "p": 0.09492029249668121,
     "m": 1.0
    },
    {
     "p": 0.0954686775803566,
     "m": 1.0
    },
    {
     "p": 0.09495075792074203,
     "m": 1.0
    },
    {
     "p": 0.09743170440196991,
     "m": 1.0
    },
    {
     "p": 0.06729941070079803,
     "m": 1.0
    },
    {
     "p": 0.08396637439727783,
     "m": 1.0
    },
    {
     "p": 0.060846392065286636,
     "m": 1.0
    },
    {
     "p": 0.05195086821913719,
     "m": 1.0
    },
    {
     "p": 0.06053047254681587,
     "m": 1.0
    },
    {
     "p": 0.043800417333841324,
     "m": 1.0
    },
    {
     "p": 0.05341042950749397,
     "m": 1.0
    },
    {
     "p": 0.0532103069126606,
     "m": 1.0
    },
    {
     "p": 0.06710755079984665,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.4410139322280884,
   "val_loss": 0.8542342185974121,
   "acc": 70.85,
   "time": 71.06228771200404,
   "param": [
    {
     "p": 0.0667916014790535,
     "m": 1.0
    },
    {
     "p": 0.1038580909371376,
     "m": 1.0
    },
    {
     "p": 0.10407181829214096,
     "m": 1.0
    },
    {
     "p": 0.11701994389295578,
     "m": 1.0
    },
    {
     "p": 0.04569381847977638,
     "m": 1.0
    },
    {
     "p": 0.07725195586681366,
     "m": 1.0
    },
    {
     "p": 0.02479739487171173,
     "m": 1.0
    },
    {
     "p": 0.10553596168756485,
     "m": 1.0
    },
    {
     "p": 0.0803580954670906,
     "m": 1.0
    },
    {
     "p": 0.04259536415338516,
     "m": 1.0
    },
    {
     "p": 0.048253078013658524,
     "m": 1.0
    },
    {
     "p": 0.05870063975453377,
     "m": 1.0
    },
    {
     "p": 0.03853106126189232,
     "m": 1.0
    },
    {
     "p": 0.08654119819402695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.3956652879714966,
   "val_loss": 1.0353807210922241,
   "acc": 71.19,
   "time": 79.24456870695576,
   "param": [
    {
     "p": 0.028295427560806274,
     "m": 1.0
    },
    {
     "p": 0.07287582755088806,
     "m": 1.0
    },
    {
     "p": 0.09562227874994278,
     "m": 1.0
    },
    {
     "p": 0.07270289212465286,
     "m": 1.0
    },
    {
     "p": 0.08279076218605042,
     "m": 1.0
    },
    {
     "p": 0.05427244305610657,
     "m": 1.0
    },
    {
     "p": 0.05449722334742546,
     "m": 1.0
    },
    {
     "p": 0.05959658324718475,
     "m": 1.0
    },
    {
     "p": 0.09852293133735657,
     "m": 1.0
    },
    {
     "p": 0.05225532874464989,
     "m": 1.0
    },
    {
     "p": 0.10428424179553986,
     "m": 1.0
    },
    {
     "p": 0.057637568563222885,
     "m": 1.0
    },
    {
     "p": 0.07829367369413376,
     "m": 1.0
    },
    {
     "p": 0.08835281431674957,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.6507973074913025,
   "val_loss": 0.84486985206604,
   "acc": 71.31,
   "time": 94.28298709401861,
   "param": [
    {
     "p": 0.056183770298957825,
     "m": 1.0
    },
    {
     "p": 0.07074083387851715,
     "m": 1.0
    },
    {
     "p": 0.0801161602139473,
     "m": 1.0
    },
    {
     "p": 0.06919741630554199,
     "m": 1.0
    },
    {
     "p": 0.09731471538543701,
     "m": 1.0
    },
    {
     "p": 0.0706721618771553,
     "m": 1.0
    },
    {
     "p": 0.07238177210092545,
     "m": 1.0
    },
    {
     "p": 0.061266545206308365,
     "m": 1.0
    },
    {
     "p": 0.07066897302865982,
     "m": 1.0
    },
    {
     "p": 0.1048688068985939,
     "m": 1.0
    },
    {
     "p": 0.10038205236196518,
     "m": 1.0
    },
    {
     "p": 0.02746245265007019,
     "m": 1.0
    },
    {
     "p": 0.004531899932771921,
     "m": 1.0
    },
    {
     "p": 0.11421246826648712,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.48728853464126587,
   "val_loss": 1.0822113752365112,
   "acc": 70.24,
   "time": 89.06300231907517,
   "param": [
    {
     "p": 0.07306824624538422,
     "m": 1.0
    },
    {
     "p": 0.08784852176904678,
     "m": 1.0
    },
    {
     "p": 0.06649494171142578,
     "m": 1.0
    },
    {
     "p": 0.09986259043216705,
     "m": 1.0
    },
    {
     "p": 0.06897175312042236,
     "m": 1.0
    },
    {
     "p": 0.06897052377462387,
     "m": 1.0
    },
    {
     "p": 0.06871066987514496,
     "m": 1.0
    },
    {
     "p": 0.06497853249311447,
     "m": 1.0
    },
    {
     "p": 0.07048092037439346,
     "m": 1.0
    },
    {
     "p": 0.05097568407654762,
     "m": 1.0
    },
    {
     "p": 0.0533360056579113,
     "m": 1.0
    },
    {
     "p": 0.08458046615123749,
     "m": 1.0
    },
    {
     "p": 0.06250827759504318,
     "m": 1.0
    },
    {
     "p": 0.07921285182237625,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.5821976065635681,
   "val_loss": 1.0439929962158203,
   "acc": 70.79,
   "time": 95.3780218809843,
   "param": [
    {
     "p": 0.03089182823896408,
     "m": 1.0
    },
    {
     "p": 0.060965850949287415,
     "m": 1.0
    },
    {
     "p": 0.10207818448543549,
     "m": 1.0
    },
    {
     "p": 0.1088850274682045,
     "m": 1.0
    },
    {
     "p": 0.09768018126487732,
     "m": 1.0
    },
    {
     "p": 0.08084118366241455,
     "m": 1.0
    },
    {
     "p": 0.03826536983251572,
     "m": 1.0
    },
    {
     "p": 0.07489706575870514,
     "m": 1.0
    },
    {
     "p": 0.053103651851415634,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08176970481872559,
     "m": 1.0
    },
    {
     "p": 0.10495100170373917,
     "m": 1.0
    },
    {
     "p": 0.06931763887405396,
     "m": 1.0
    },
    {
     "p": 0.09635341167449951,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.6260799169540405,
   "val_loss": 0.8391545414924622,
   "acc": 71.23,
   "time": 95.7738043020945,
   "param": [
    {
     "p": 0.03791457414627075,
     "m": 1.0
    },
    {
     "p": 0.08396264910697937,
     "m": 1.0
    },
    {
     "p": 0.08682525157928467,
     "m": 1.0
    },
    {
     "p": 0.07278703898191452,
     "m": 1.0
    },
    {
     "p": 0.06124769151210785,
     "m": 1.0
    },
    {
     "p": 0.06382633745670319,
     "m": 1.0
    },
    {
     "p": 0.06636369973421097,
     "m": 1.0
    },
    {
     "p": 0.10749687254428864,
     "m": 1.0
    },
    {
     "p": 0.04552550986409187,
     "m": 1.0
    },
    {
     "p": 0.07601775228977203,
     "m": 1.0
    },
    {
     "p": 0.04388606175780296,
     "m": 1.0
    },
    {
     "p": 0.06830646097660065,
     "m": 1.0
    },
    {
     "p": 0.09554356336593628,
     "m": 1.0
    },
    {
     "p": 0.09029651433229446,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.49468928575515747,
   "val_loss": 0.9826278686523438,
   "acc": 71.62,
   "time": 80.75447950093076,
   "param": [
    {
     "p": 0.04597495496273041,
     "m": 1.0
    },
    {
     "p": 0.0768052488565445,
     "m": 1.0
    },
    {
     "p": 0.09603509306907654,
     "m": 1.0
    },
    {
     "p": 0.07278958708047867,
     "m": 1.0
    },
    {
     "p": 0.05224643275141716,
     "m": 1.0
    },
    {
     "p": 0.012786068953573704,
     "m": 1.0
    },
    {
     "p": 0.07888080179691315,
     "m": 1.0
    },
    {
     "p": 0.07188645750284195,
     "m": 1.0
    },
    {
     "p": 0.08323682099580765,
     "m": 1.0
    },
    {
     "p": 0.10322510451078415,
     "m": 1.0
    },
    {
     "p": 0.060756415128707886,
     "m": 1.0
    },
    {
     "p": 0.10775064677000046,
     "m": 1.0
    },
    {
     "p": 0.05001341924071312,
     "m": 1.0
    },
    {
     "p": 0.08761300146579742,
     "m": 1.0
    }
   ]
  }
 ]
}