{
 "Accuracy": 69.88,
 "Time": [
  68.10028436230999,
  7.210759542370416
 ],
 "Device": "TITAN RTX",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "BRotate",
  "BTranslateX",
  "BTranslateY",
  "BShearX",
  "BShearY"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.2866878509521484,
   "val_loss": 2.2774438858032227,
   "acc": 13.56,
   "time": 55.249894436999995,
   "param": [
    {
     "p": 0.06631143391132355,
     "m": 0.5
    },
    {
     "p": 0.0836489200592041,
     "m": 0.5
    },
    {
     "p": 0.08672035485506058,
     "m": 0.5
    },
    {
     "p": 0.07022074609994888,
     "m": 0.5
    },
    {
     "p": 0.07315457612276077,
     "m": 0.5
    },
    {
     "p": 0.07855908572673798,
     "m": 0.5
    },
    {
     "p": 0.07468700408935547,
     "m": 0.5
    },
    {
     "p": 0.08347190171480179,
     "m": 0.5
    },
    {
     "p": 0.07900052517652512,
     "m": 0.5
    },
    {
     "p": 0.07824262976646423,
     "m": 0.5
    },
    {
     "p": 0.06626321375370026,
     "m": 0.5
    },
    {
     "p": 0.08625738322734833,
     "m": 0.5
    },
    {
     "p": 0.07346224784851074,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.038959503173828,
   "val_loss": 2.0620944499969482,
   "acc": 24.29,
   "time": 58.537900894,
   "param": [
    {
     "p": 0.08121426403522491,
     "m": 0.5
    },
    {
     "p": 0.07880625128746033,
     "m": 0.5
    },
    {
     "p": 0.09422643482685089,
     "m": 0.5
    },
    {
     "p": 0.07097427546977997,
     "m": 0.5
    },
    {
     "p": 0.07750359922647476,
     "m": 0.5
    },
    {
     "p": 0.07489502429962158,
     "m": 0.5
    },
    {
     "p": 0.07146744430065155,
     "m": 0.5
    },
    {
     "p": 0.0787837877869606,
     "m": 0.5
    },
    {
     "p": 0.09245477616786957,
     "m": 0.5
    },
    {
     "p": 0.07342813909053802,
     "m": 0.5
    },
    {
     "p": 0.07032610476016998,
     "m": 0.5
    },
    {
     "p": 0.08225110173225403,
     "m": 0.5
    },
    {
     "p": 0.05366881936788559,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.1058974266052246,
   "val_loss": 1.953129529953003,
   "acc": 28.63,
   "time": 61.339212571000004,
   "param": [
    {
     "p": 0.08482558280229568,
     "m": 0.5
    },
    {
     "p": 0.05184752494096756,
     "m": 0.5
    },
    {
     "p": 0.11092612147331238,
     "m": 0.5
    },
    {
     "p": 0.060384560376405716,
     "m": 0.5
    },
    {
     "p": 0.0733414739370346,
     "m": 0.5
    },
    {
     "p": 0.06550762802362442,
     "m": 0.5
    },
    {
     "p": 0.07079324871301651,
     "m": 0.5
    },
    {
     "p": 0.07068205624818802,
     "m": 0.5
    },
    {
     "p": 0.13004018366336823,
     "m": 0.5
    },
    {
     "p": 0.0695423111319542,
     "m": 0.5
    },
    {
     "p": 0.0714060440659523,
     "m": 0.5
    },
    {
     "p": 0.07807671278715134,
     "m": 0.5
    },
    {
     "p": 0.06262653321027756,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.0306122303009033,
   "val_loss": 1.8855656385421753,
   "acc": 34.43,
   "time": 59.108291157000025,
   "param": [
    {
     "p": 0.09232941269874573,
     "m": 0.5
    },
    {
     "p": 0.03931581228971481,
     "m": 0.5
    },
    {
     "p": 0.14951252937316895,
     "m": 0.5
    },
    {
     "p": 0.03507467359304428,
     "m": 0.5
    },
    {
     "p": 0.07455479353666306,
     "m": 0.5
    },
    {
     "p": 0.06145458295941353,
     "m": 0.5
    },
    {
     "p": 0.06769300252199173,
     "m": 0.5
    },
    {
     "p": 0.07084449380636215,
     "m": 0.5
    },
    {
     "p": 0.13050810992717743,
     "m": 0.5
    },
    {
     "p": 0.06035742163658142,
     "m": 0.5
    },
    {
     "p": 0.06637326627969742,
     "m": 0.5
    },
    {
     "p": 0.08480807393789291,
     "m": 0.5
    },
    {
     "p": 0.06717385351657867,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.1364362239837646,
   "val_loss": 1.8460065126419067,
   "acc": 35.37,
   "time": 58.91950312200001,
   "param": [
    {
     "p": 0.10448197275400162,
     "m": 0.5
    },
    {
     "p": 0.004267794080078602,
     "m": 0.5
    },
    {
     "p": 0.17257064580917358,
     "m": 0.5
    },
    {
     "p": 0.009899882599711418,
     "m": 0.5
    },
    {
     "p": 0.05864753946661949,
     "m": 0.5
    },
    {
     "p": 0.053265172988176346,
     "m": 0.5
    },
    {
     "p": 0.07398997247219086,
     "m": 0.5
    },
    {
     "p": 0.06110808998346329,
     "m": 0.5
    },
    {
     "p": 0.150509774684906,
     "m": 0.5
    },
    {
     "p": 0.09096162021160126,
     "m": 0.5
    },
    {
     "p": 0.08536526560783386,
     "m": 0.5
    },
    {
     "p": 0.09724245965480804,
     "m": 0.5
    },
    {
     "p": 0.037689827382564545,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.009112596511841,
   "val_loss": 1.6950441598892212,
   "acc": 38.13,
   "time": 58.995260187999975,
   "param": [
    {
     "p": 0.11623422801494598,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.19566190242767334,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.05268314108252525,
     "m": 0.5
    },
    {
     "p": 0.0368698351085186,
     "m": 0.5
    },
    {
     "p": 0.06905441731214523,
     "m": 0.5
    },
    {
     "p": 0.05812571942806244,
     "m": 0.5
    },
    {
     "p": 0.15986916422843933,
     "m": 0.5
    },
    {
     "p": 0.10056520253419876,
     "m": 0.5
    },
    {
     "p": 0.10214079171419144,
     "m": 0.5
    },
    {
     "p": 0.10616488009691238,
     "m": 0.5
    },
    {
     "p": 0.0026307483203709126,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.092348575592041,
   "val_loss": 1.7382789850234985,
   "acc": 38.2,
   "time": 59.06059423200003,
   "param": [
    {
     "p": 0.12792445719242096,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.18203388154506683,
     "m": 0.5
    },
    {
     "p": 0.00805911049246788,
     "m": 0.5
    },
    {
     "p": 0.06483694165945053,
     "m": 0.5
    },
    {
     "p": 0.04335903376340866,
     "m": 0.5
    },
    {
     "p": 0.07904741913080215,
     "m": 0.5
    },
    {
     "p": 0.06766270846128464,
     "m": 0.5
    },
    {
     "p": 0.14932894706726074,
     "m": 0.5
    },
    {
     "p": 0.10315065830945969,
     "m": 0.5
    },
    {
     "p": 0.08831787109375,
     "m": 0.5
    },
    {
     "p": 0.08627890050411224,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 2.016810178756714,
   "val_loss": 1.6441410779953003,
   "acc": 41.69,
   "time": 58.89560411299999,
   "param": [
    {
     "p": 0.16124434769153595,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2259780764579773,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.05131540447473526,
     "m": 0.5
    },
    {
     "p": 0.0226266011595726,
     "m": 0.5
    },
    {
     "p": 0.08845166116952896,
     "m": 0.5
    },
    {
     "p": 0.06654009968042374,
     "m": 0.5
    },
    {
     "p": 0.15766726434230804,
     "m": 0.5
    },
    {
     "p": 0.08776761591434479,
     "m": 0.5
    },
    {
     "p": 0.06423657387495041,
     "m": 0.5
    },
    {
     "p": 0.07417235523462296,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.5463640689849854,
   "val_loss": 1.6663973331451416,
   "acc": 42.12,
   "time": 59.34834805500003,
   "param": [
    {
     "p": 0.1964755654335022,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2658165693283081,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.019935160875320435,
     "m": 0.5
    },
    {
     "p": 0.011766246519982815,
     "m": 0.5
    },
    {
     "p": 0.10300886631011963,
     "m": 0.5
    },
    {
     "p": 0.06069781631231308,
     "m": 0.5
    },
    {
     "p": 0.15719978511333466,
     "m": 0.5
    },
    {
     "p": 0.06447650492191315,
     "m": 0.5
    },
    {
     "p": 0.03877447918057442,
     "m": 0.5
    },
    {
     "p": 0.08184900134801865,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.7110590934753418,
   "val_loss": 1.547367811203003,
   "acc": 42.36,
   "time": 60.39097477500002,
   "param": [
    {
     "p": 0.21049651503562927,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.26294195652008057,
     "m": 0.5
    },
    {
     "p": 0.01698143407702446,
     "m": 0.5
    },
    {
     "p": 0.010578952729701996,
     "m": 0.5
    },
    {
     "p": 0.007949423976242542,
     "m": 0.5
    },
    {
     "p": 0.11019223928451538,
     "m": 0.5
    },
    {
     "p": 0.061064694076776505,
     "m": 0.5
    },
    {
     "p": 0.13637211918830872,
     "m": 0.5
    },
    {
     "p": 0.06171506643295288,
     "m": 0.5
    },
    {
     "p": 0.020918091759085655,
     "m": 0.5
    },
    {
     "p": 0.09530256688594818,
     "m": 0.5
    },
    {
     "p": 0.00548697542399168,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.4090549945831299,
   "val_loss": 1.4536627531051636,
   "acc": 45.78,
   "time": 59.678190640000025,
   "param": [
    {
     "p": 0.2107425481081009,
     "m": 0.5
    },
    {
     "p": 0.005423995200544596,
     "m": 0.5
    },
    {
     "p": 0.2368437498807907,
     "m": 0.5
    },
    {
     "p": 0.04961082339286804,
     "m": 0.5
    },
    {
     "p": 0.01679988019168377,
     "m": 0.5
    },
    {
     "p": 0.016543328762054443,
     "m": 0.5
    },
    {
     "p": 0.10456857830286026,
     "m": 0.5
    },
    {
     "p": 0.06771179288625717,
     "m": 0.5
    },
    {
     "p": 0.11592698097229004,
     "m": 0.5
    },
    {
     "p": 0.047961264848709106,
     "m": 0.5
    },
    {
     "p": 0.0007830296526663005,
     "m": 0.5
    },
    {
     "p": 0.09912838041782379,
     "m": 0.5
    },
    {
     "p": 0.027955619618296623,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.8609267473220825,
   "val_loss": 1.4828542470932007,
   "acc": 45.73,
   "time": 59.498791884999946,
   "param": [
    {
     "p": 0.19966773688793182,
     "m": 0.5
    },
    {
     "p": 0.006719454191625118,
     "m": 0.5
    },
    {
     "p": 0.22225938737392426,
     "m": 0.5
    },
    {
     "p": 0.08010273426771164,
     "m": 0.5
    },
    {
     "p": 0.014755829237401485,
     "m": 0.5
    },
    {
     "p": 0.026991449296474457,
     "m": 0.5
    },
    {
     "p": 0.09836410731077194,
     "m": 0.5
    },
    {
     "p": 0.07438699901103973,
     "m": 0.5
    },
    {
     "p": 0.1100103035569191,
     "m": 0.5
    },
    {
     "p": 0.02877523936331272,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09745196998119354,
     "m": 0.5
    },
    {
     "p": 0.040514905005693436,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.550426959991455,
   "val_loss": 1.4940403699874878,
   "acc": 45.94,
   "time": 59.43681245899995,
   "param": [
    {
     "p": 0.19461603462696075,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.20415402948856354,
     "m": 0.5
    },
    {
     "p": 0.09916605800390244,
     "m": 0.5
    },
    {
     "p": 0.015472914092242718,
     "m": 0.5
    },
    {
     "p": 0.032571304589509964,
     "m": 0.5
    },
    {
     "p": 0.10281483829021454,
     "m": 0.5
    },
    {
     "p": 0.08380841463804245,
     "m": 0.5
    },
    {
     "p": 0.10697421431541443,
     "m": 0.5
    },
    {
     "p": 0.021280542016029358,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09883013367652893,
     "m": 0.5
    },
    {
     "p": 0.040311552584171295,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.58872652053833,
   "val_loss": 1.4189296960830688,
   "acc": 49.72,
   "time": 59.04556374799995,
   "param": [
    {
     "p": 0.22282655537128448,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.22298139333724976,
     "m": 0.5
    },
    {
     "p": 0.10298401117324829,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.011589264497160912,
     "m": 0.5
    },
    {
     "p": 0.11657193303108215,
     "m": 0.5
    },
    {
     "p": 0.0888955369591713,
     "m": 0.5
    },
    {
     "p": 0.09895606338977814,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10546136647462845,
     "m": 0.5
    },
    {
     "p": 0.029733840376138687,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.5438406467437744,
   "val_loss": 1.5533881187438965,
   "acc": 47.75,
   "time": 59.13955049399999,
   "param": [
    {
     "p": 0.23087827861309052,
     "m": 0.5
    },
    {
     "p": 0.0017250028904527426,
     "m": 0.5
    },
    {
     "p": 0.2142038643360138,
     "m": 0.5
    },
    {
     "p": 0.10729292035102844,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.005320531316101551,
     "m": 0.5
    },
    {
     "p": 0.1161399558186531,
     "m": 0.5
    },
    {
     "p": 0.0871540755033493,
     "m": 0.5
    },
    {
     "p": 0.09328065067529678,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.11135362088680267,
     "m": 0.5
    },
    {
     "p": 0.03265112265944481,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.8266444206237793,
   "val_loss": 1.395492672920227,
   "acc": 50.14,
   "time": 61.708242624000036,
   "param": [
    {
     "p": 0.22829759120941162,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.22234943509101868,
     "m": 0.5
    },
    {
     "p": 0.09037994593381882,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.13030853867530823,
     "m": 0.5
    },
    {
     "p": 0.07912098616361618,
     "m": 0.5
    },
    {
     "p": 0.0876324251294136,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1159287691116333,
     "m": 0.5
    },
    {
     "p": 0.04598239064216614,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.473559856414795,
   "val_loss": 1.5010626316070557,
   "acc": 49.35,
   "time": 61.61822332399993,
   "param": [
    {
     "p": 0.2095659077167511,
     "m": 0.5
    },
    {
     "p": 0.0033528588246554136,
     "m": 0.5
    },
    {
     "p": 0.21186114847660065,
     "m": 0.5
    },
    {
     "p": 0.07925428450107574,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.003785273991525173,
     "m": 0.5
    },
    {
     "p": 0.14200234413146973,
     "m": 0.5
    },
    {
     "p": 0.07448159158229828,
     "m": 0.5
    },
    {
     "p": 0.08688745647668839,
     "m": 0.5
    },
    {
     "p": 0.0106127317994833,
     "m": 0.5
    },
    {
     "p": 0.0021225467789918184,
     "m": 0.5
    },
    {
     "p": 0.10715965181589127,
     "m": 0.5
    },
    {
     "p": 0.06891421973705292,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.4088211059570312,
   "val_loss": 1.320879340171814,
   "acc": 52.27,
   "time": 62.19225849600002,
   "param": [
    {
     "p": 0.18952970206737518,
     "m": 0.5
    },
    {
     "p": 0.0007989256992004812,
     "m": 0.5
    },
    {
     "p": 0.2046535164117813,
     "m": 0.5
    },
    {
     "p": 0.0782850831747055,
     "m": 0.5
    },
    {
     "p": 2.55857939919224e-05,
     "m": 0.5
    },
    {
     "p": 0.016330933198332787,
     "m": 0.5
    },
    {
     "p": 0.14797833561897278,
     "m": 0.5
    },
    {
     "p": 0.06622350960969925,
     "m": 0.5
    },
    {
     "p": 0.08657623082399368,
     "m": 0.5
    },
    {
     "p": 0.030420176684856415,
     "m": 0.5
    },
    {
     "p": 0.0063756313174963,
     "m": 0.5
    },
    {
     "p": 0.09409623593091965,
     "m": 0.5
    },
    {
     "p": 0.07870610058307648,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.4938055276870728,
   "val_loss": 1.4089463949203491,
   "acc": 51.05,
   "time": 64.25040361100014,
   "param": [
    {
     "p": 0.16408057510852814,
     "m": 0.5
    },
    {
     "p": 0.0007401694310829043,
     "m": 0.5
    },
    {
     "p": 0.18806271255016327,
     "m": 0.5
    },
    {
     "p": 0.07941465079784393,
     "m": 0.5
    },
    {
     "p": 0.013374344445765018,
     "m": 0.5
    },
    {
     "p": 0.03704754263162613,
     "m": 0.5
    },
    {
     "p": 0.14177407324314117,
     "m": 0.5
    },
    {
     "p": 0.06271234154701233,
     "m": 0.5
    },
    {
     "p": 0.07369910925626755,
     "m": 0.5
    },
    {
     "p": 0.0641799196600914,
     "m": 0.5
    },
    {
     "p": 0.004370332229882479,
     "m": 0.5
    },
    {
     "p": 0.0934353619813919,
     "m": 0.5
    },
    {
     "p": 0.07710885256528854,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.5594719648361206,
   "val_loss": 1.2962948083877563,
   "acc": 52.73,
   "time": 63.14183597700003,
   "param": [
    {
     "p": 0.1577020138502121,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.17037661373615265,
     "m": 0.5
    },
    {
     "p": 0.08351177722215652,
     "m": 0.5
    },
    {
     "p": 0.03593362867832184,
     "m": 0.5
    },
    {
     "p": 0.05356130003929138,
     "m": 0.5
    },
    {
     "p": 0.13643904030323029,
     "m": 0.5
    },
    {
     "p": 0.06661991029977798,
     "m": 0.5
    },
    {
     "p": 0.06407583504915237,
     "m": 0.5
    },
    {
     "p": 0.06880056113004684,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09867028146982193,
     "m": 0.5
    },
    {
     "p": 0.06430906802415848,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.4040064811706543,
   "val_loss": 1.3323692083358765,
   "acc": 54.86,
   "time": 62.15673547799997,
   "param": [
    {
     "p": 0.15889115631580353,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1753995418548584,
     "m": 0.5
    },
    {
     "p": 0.0911489948630333,
     "m": 0.5
    },
    {
     "p": 0.04287736490368843,
     "m": 0.5
    },
    {
     "p": 0.043680235743522644,
     "m": 0.5
    },
    {
     "p": 0.1307448297739029,
     "m": 0.5
    },
    {
     "p": 0.06988342851400375,
     "m": 0.5
    },
    {
     "p": 0.060131773352622986,
     "m": 0.5
    },
    {
     "p": 0.06267653405666351,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10455364733934402,
     "m": 0.5
    },
    {
     "p": 0.06001244857907295,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.5366575717926025,
   "val_loss": 1.3382670879364014,
   "acc": 52.87,
   "time": 63.01767486999984,
   "param": [
    {
     "p": 0.16595597565174103,
     "m": 0.5
    },
    {
     "p": 0.002877708524465561,
     "m": 0.5
    },
    {
     "p": 0.18397130072116852,
     "m": 0.5
    },
    {
     "p": 0.09839153289794922,
     "m": 0.5
    },
    {
     "p": 0.04390129819512367,
     "m": 0.5
    },
    {
     "p": 0.04144474118947983,
     "m": 0.5
    },
    {
     "p": 0.12446942925453186,
     "m": 0.5
    },
    {
     "p": 0.07224123179912567,
     "m": 0.5
    },
    {
     "p": 0.04439779371023178,
     "m": 0.5
    },
    {
     "p": 0.06171668320894241,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10690110176801682,
     "m": 0.5
    },
    {
     "p": 0.05373125523328781,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.399527907371521,
   "val_loss": 1.213550329208374,
   "acc": 55.66,
   "time": 62.87983198699999,
   "param": [
    {
     "p": 0.16909587383270264,
     "m": 0.5
    },
    {
     "p": 0.0019009893294423819,
     "m": 0.5
    },
    {
     "p": 0.18629951775074005,
     "m": 0.5
    },
    {
     "p": 0.10798156261444092,
     "m": 0.5
    },
    {
     "p": 0.045291557908058167,
     "m": 0.5
    },
    {
     "p": 0.03888767957687378,
     "m": 0.5
    },
    {
     "p": 0.1267053186893463,
     "m": 0.5
    },
    {
     "p": 0.06768453866243362,
     "m": 0.5
    },
    {
     "p": 0.026703927665948868,
     "m": 0.5
    },
    {
     "p": 0.06635801494121552,
     "m": 0.5
    },
    {
     "p": 0.0020895025227218866,
     "m": 0.5
    },
    {
     "p": 0.10706193000078201,
     "m": 0.5
    },
    {
     "p": 0.05393948778510094,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.5922456979751587,
   "val_loss": 1.1904500722885132,
   "acc": 55.88,
   "time": 63.304040920000034,
   "param": [
    {
     "p": 0.1745842695236206,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1985422819852829,
     "m": 0.5
    },
    {
     "p": 0.11196847259998322,
     "m": 0.5
    },
    {
     "p": 0.04281052574515343,
     "m": 0.5
    },
    {
     "p": 0.03654056787490845,
     "m": 0.5
    },
    {
     "p": 0.13523492217063904,
     "m": 0.5
    },
    {
     "p": 0.06508741527795792,
     "m": 0.5
    },
    {
     "p": 0.004460195079445839,
     "m": 0.5
    },
    {
     "p": 0.07208675891160965,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.11072953045368195,
     "m": 0.5
    },
    {
     "p": 0.0479549840092659,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.3083595037460327,
   "val_loss": 1.2692313194274902,
   "acc": 55.22,
   "time": 62.382374948000006,
   "param": [
    {
     "p": 0.1936749815940857,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2147987186908722,
     "m": 0.5
    },
    {
     "p": 0.11904353648424149,
     "m": 0.5
    },
    {
     "p": 0.0407181940972805,
     "m": 0.5
    },
    {
     "p": 0.024451477453112602,
     "m": 0.5
    },
    {
     "p": 0.1359201967716217,
     "m": 0.5
    },
    {
     "p": 0.06076174974441528,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.07197275012731552,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.11322381347417831,
     "m": 0.5
    },
    {
     "p": 0.02543453685939312,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.4034868478775024,
   "val_loss": 1.2021433115005493,
   "acc": 55.83,
   "time": 62.48321976499983,
   "param": [
    {
     "p": 0.20982956886291504,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2416287660598755,
     "m": 0.5
    },
    {
     "p": 0.12970952689647675,
     "m": 0.5
    },
    {
     "p": 0.02947983890771866,
     "m": 0.5
    },
    {
     "p": 0.0034056948497891426,
     "m": 0.5
    },
    {
     "p": 0.14316347241401672,
     "m": 0.5
    },
    {
     "p": 0.06563368439674377,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.06397378444671631,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.111592598259449,
     "m": 0.5
    },
    {
     "p": 0.0015830483753234148,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.6701873540878296,
   "val_loss": 1.2250826358795166,
   "acc": 54.19,
   "time": 59.843647420000025,
   "param": [
    {
     "p": 0.21034681797027588,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.25236937403678894,
     "m": 0.5
    },
    {
     "p": 0.1259632110595703,
     "m": 0.5
    },
    {
     "p": 0.03844112530350685,
     "m": 0.5
    },
    {
     "p": 8.975502714747563e-05,
     "m": 0.5
    },
    {
     "p": 0.15053439140319824,
     "m": 0.5
    },
    {
     "p": 0.06821158528327942,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.04353425279259682,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.11050951480865479,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.5281765460968018,
   "val_loss": 1.3520596027374268,
   "acc": 57.13,
   "time": 72.89534997400006,
   "param": [
    {
     "p": 0.22478052973747253,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.27935323119163513,
     "m": 0.5
    },
    {
     "p": 0.11213511973619461,
     "m": 0.5
    },
    {
     "p": 0.03989730030298233,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15714816749095917,
     "m": 0.5
    },
    {
     "p": 0.06782937794923782,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.02120390348136425,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09765230864286423,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.2520484924316406,
   "val_loss": 1.1870338916778564,
   "acc": 57.23,
   "time": 66.50453443699985,
   "param": [
    {
     "p": 0.22262811660766602,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.29817357659339905,
     "m": 0.5
    },
    {
     "p": 0.10697983205318451,
     "m": 0.5
    },
    {
     "p": 0.029463956132531166,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15823803842067719,
     "m": 0.5
    },
    {
     "p": 0.07616862654685974,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.009632384404540062,
     "m": 0.5
    },
    {
     "p": 0.004146188963204622,
     "m": 0.5
    },
    {
     "p": 0.09456924349069595,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.3042876720428467,
   "val_loss": 1.2201776504516602,
   "acc": 57.61,
   "time": 62.960380605999944,
   "param": [
    {
     "p": 0.22297953069210052,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2974708378314972,
     "m": 0.5
    },
    {
     "p": 0.1045866534113884,
     "m": 0.5
    },
    {
     "p": 0.028849665075540543,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.16029246151447296,
     "m": 0.5
    },
    {
     "p": 0.07673078775405884,
     "m": 0.5
    },
    {
     "p": 0.0004509675200097263,
     "m": 0.5
    },
    {
     "p": 0.007892788387835026,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09726749360561371,
     "m": 0.5
    },
    {
     "p": 0.0034788837656378746,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.6565998792648315,
   "val_loss": 1.3009765148162842,
   "acc": 58.04,
   "time": 64.0941418750001,
   "param": [
    {
     "p": 0.21627922356128693,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2711528241634369,
     "m": 0.5
    },
    {
     "p": 0.10162705928087234,
     "m": 0.5
    },
    {
     "p": 0.03462516516447067,
     "m": 0.5
    },
    {
     "p": 0.0020468432921916246,
     "m": 0.5
    },
    {
     "p": 0.15814612805843353,
     "m": 0.5
    },
    {
     "p": 0.07627888768911362,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.011870826594531536,
     "m": 0.5
    },
    {
     "p": 0.0021229528356343508,
     "m": 0.5
    },
    {
     "p": 0.10376608371734619,
     "m": 0.5
    },
    {
     "p": 0.022083859890699387,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.5597649812698364,
   "val_loss": 1.1561580896377563,
   "acc": 59.7,
   "time": 63.97207610099986,
   "param": [
    {
     "p": 0.22071684896945953,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.258116215467453,
     "m": 0.5
    },
    {
     "p": 0.09723739326000214,
     "m": 0.5
    },
    {
     "p": 0.0444394089281559,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15240097045898438,
     "m": 0.5
    },
    {
     "p": 0.07567942887544632,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.015572454780340195,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10026881843805313,
     "m": 0.5
    },
    {
     "p": 0.03556840866804123,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.2086756229400635,
   "val_loss": 1.1955751180648804,
   "acc": 58.78,
   "time": 66.2166074889999,
   "param": [
    {
     "p": 0.2250683605670929,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.25959324836730957,
     "m": 0.5
    },
    {
     "p": 0.09201126545667648,
     "m": 0.5
    },
    {
     "p": 0.042892102152109146,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.13793542981147766,
     "m": 0.5
    },
    {
     "p": 0.08385687321424484,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.01779390312731266,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09806591272354126,
     "m": 0.5
    },
    {
     "p": 0.04278286546468735,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.568624496459961,
   "val_loss": 1.1680926084518433,
   "acc": 59.95,
   "time": 63.680785557000036,
   "param": [
    {
     "p": 0.22583717107772827,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.255074143409729,
     "m": 0.5
    },
    {
     "p": 0.09610302746295929,
     "m": 0.5
    },
    {
     "p": 0.04309432953596115,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1300843507051468,
     "m": 0.5
    },
    {
     "p": 0.09274429827928543,
     "m": 0.5
    },
    {
     "p": 0.0032306963112205267,
     "m": 0.5
    },
    {
     "p": 0.020165136083960533,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09806310385465622,
     "m": 0.5
    },
    {
     "p": 0.035603705793619156,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.3000022172927856,
   "val_loss": 1.1119025945663452,
   "acc": 59.11,
   "time": 73.15466609800023,
   "param": [
    {
     "p": 0.22904302179813385,
     "m": 0.5
    },
    {
     "p": 0.0012660466600209475,
     "m": 0.5
    },
    {
     "p": 0.2445695549249649,
     "m": 0.5
    },
    {
     "p": 0.09327930212020874,
     "m": 0.5
    },
    {
     "p": 0.039974089711904526,
     "m": 0.5
    },
    {
     "p": 0.0036749173887073994,
     "m": 0.5
    },
    {
     "p": 0.12630340456962585,
     "m": 0.5
    },
    {
     "p": 0.10428476333618164,
     "m": 0.5
    },
    {
     "p": 0.002328985370695591,
     "m": 0.5
    },
    {
     "p": 0.03160863742232323,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10132064670324326,
     "m": 0.5
    },
    {
     "p": 0.022346554324030876,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.3116265535354614,
   "val_loss": 1.0833693742752075,
   "acc": 60.64,
   "time": 66.34241276900002,
   "param": [
    {
     "p": 0.20134864747524261,
     "m": 0.5
    },
    {
     "p": 0.004832548554986715,
     "m": 0.5
    },
    {
     "p": 0.19570904970169067,
     "m": 0.5
    },
    {
     "p": 0.07476682215929031,
     "m": 0.5
    },
    {
     "p": 0.04802336171269417,
     "m": 0.5
    },
    {
     "p": 0.031167179346084595,
     "m": 0.5
    },
    {
     "p": 0.11313869059085846,
     "m": 0.5
    },
    {
     "p": 0.12226533889770508,
     "m": 0.5
    },
    {
     "p": 0.019792882725596428,
     "m": 0.5
    },
    {
     "p": 0.045596811920404434,
     "m": 0.5
    },
    {
     "p": 0.005648325197398663,
     "m": 0.5
    },
    {
     "p": 0.10077819973230362,
     "m": 0.5
    },
    {
     "p": 0.036932047456502914,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.471505045890808,
   "val_loss": 0.8662135004997253,
   "acc": 61.88,
   "time": 65.09818526900017,
   "param": [
    {
     "p": 0.18294383585453033,
     "m": 0.5
    },
    {
     "p": 0.0024763536639511585,
     "m": 0.5
    },
    {
     "p": 0.16018708050251007,
     "m": 0.5
    },
    {
     "p": 0.06706202775239944,
     "m": 0.5
    },
    {
     "p": 0.06255470216274261,
     "m": 0.5
    },
    {
     "p": 0.05212275683879852,
     "m": 0.5
    },
    {
     "p": 0.10109081864356995,
     "m": 0.5
    },
    {
     "p": 0.1322472244501114,
     "m": 0.5
    },
    {
     "p": 0.02183314971625805,
     "m": 0.5
    },
    {
     "p": 0.047872405499219894,
     "m": 0.5
    },
    {
     "p": 0.011102566495537758,
     "m": 0.5
    },
    {
     "p": 0.10496486723423004,
     "m": 0.5
    },
    {
     "p": 0.05354221165180206,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.3751052618026733,
   "val_loss": 1.1708323955535889,
   "acc": 61.23,
   "time": 62.54524866299971,
   "param": [
    {
     "p": 0.16852468252182007,
     "m": 0.5
    },
    {
     "p": 0.0027336913626641035,
     "m": 0.5
    },
    {
     "p": 0.14651182293891907,
     "m": 0.5
    },
    {
     "p": 0.06295798718929291,
     "m": 0.5
    },
    {
     "p": 0.06308852881193161,
     "m": 0.5
    },
    {
     "p": 0.06382855027914047,
     "m": 0.5
    },
    {
     "p": 0.10205540060997009,
     "m": 0.5
    },
    {
     "p": 0.15007337927818298,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.04685486480593681,
     "m": 0.5
    },
    {
     "p": 0.021713364869356155,
     "m": 0.5
    },
    {
     "p": 0.10475952178239822,
     "m": 0.5
    },
    {
     "p": 0.06689827144145966,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.1914364099502563,
   "val_loss": 1.0781575441360474,
   "acc": 60.8,
   "time": 62.604291942000145,
   "param": [
    {
     "p": 0.16389410197734833,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1333392709493637,
     "m": 0.5
    },
    {
     "p": 0.059279631823301315,
     "m": 0.5
    },
    {
     "p": 0.059935927391052246,
     "m": 0.5
    },
    {
     "p": 0.07456424087285995,
     "m": 0.5
    },
    {
     "p": 0.10175865143537521,
     "m": 0.5
    },
    {
     "p": 0.14935187995433807,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.050396163016557693,
     "m": 0.5
    },
    {
     "p": 0.030822616070508957,
     "m": 0.5
    },
    {
     "p": 0.09709417074918747,
     "m": 0.5
    },
    {
     "p": 0.07956326007843018,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.2346999645233154,
   "val_loss": 1.08351731300354,
   "acc": 62.34,
   "time": 61.083226931000354,
   "param": [
    {
     "p": 0.16977962851524353,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.13352499902248383,
     "m": 0.5
    },
    {
     "p": 0.05694679915904999,
     "m": 0.5
    },
    {
     "p": 0.06255055218935013,
     "m": 0.5
    },
    {
     "p": 0.07549484819173813,
     "m": 0.5
    },
    {
     "p": 0.10635825246572495,
     "m": 0.5
    },
    {
     "p": 0.15388478338718414,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.03702192008495331,
     "m": 0.5
    },
    {
     "p": 0.035332195460796356,
     "m": 0.5
    },
    {
     "p": 0.09167512506246567,
     "m": 0.5
    },
    {
     "p": 0.0774308294057846,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.224578619003296,
   "val_loss": 1.0383543968200684,
   "acc": 61.67,
   "time": 65.53944965499977,
   "param": [
    {
     "p": 0.180996373295784,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1323901265859604,
     "m": 0.5
    },
    {
     "p": 0.050332795828580856,
     "m": 0.5
    },
    {
     "p": 0.06342745572328568,
     "m": 0.5
    },
    {
     "p": 0.06950612366199493,
     "m": 0.5
    },
    {
     "p": 0.11933404952287674,
     "m": 0.5
    },
    {
     "p": 0.1604141741991043,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.03475916013121605,
     "m": 0.5
    },
    {
     "p": 0.040561493486166,
     "m": 0.5
    },
    {
     "p": 0.07812940329313278,
     "m": 0.5
    },
    {
     "p": 0.07014881074428558,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.4407620429992676,
   "val_loss": 1.0270150899887085,
   "acc": 63.02,
   "time": 67.13512803599997,
   "param": [
    {
     "p": 0.18913806974887848,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1483568251132965,
     "m": 0.5
    },
    {
     "p": 0.04203563556075096,
     "m": 0.5
    },
    {
     "p": 0.07619123160839081,
     "m": 0.5
    },
    {
     "p": 0.06426209211349487,
     "m": 0.5
    },
    {
     "p": 0.11980223655700684,
     "m": 0.5
    },
    {
     "p": 0.1680649369955063,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.03870204836130142,
     "m": 0.5
    },
    {
     "p": 0.03432382643222809,
     "m": 0.5
    },
    {
     "p": 0.06571422517299652,
     "m": 0.5
    },
    {
     "p": 0.05340898036956787,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.4292751550674438,
   "val_loss": 0.9823389649391174,
   "acc": 63.02,
   "time": 62.52301215699981,
   "param": [
    {
     "p": 0.19293615221977234,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.16167494654655457,
     "m": 0.5
    },
    {
     "p": 0.03423576056957245,
     "m": 0.5
    },
    {
     "p": 0.07005435973405838,
     "m": 0.5
    },
    {
     "p": 0.05820213630795479,
     "m": 0.5
    },
    {
     "p": 0.11835242062807083,
     "m": 0.5
    },
    {
     "p": 0.17502333223819733,
     "m": 0.5
    },
    {
     "p": 0.002804102376103401,
     "m": 0.5
    },
    {
     "p": 0.04215589538216591,
     "m": 0.5
    },
    {
     "p": 0.04812286049127579,
     "m": 0.5
    },
    {
     "p": 0.051565200090408325,
     "m": 0.5
    },
    {
     "p": 0.04487292841076851,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.3300973176956177,
   "val_loss": 1.0029938220977783,
   "acc": 63.08,
   "time": 60.433789096000055,
   "param": [
    {
     "p": 0.1926501989364624,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.17119334638118744,
     "m": 0.5
    },
    {
     "p": 0.031071895733475685,
     "m": 0.5
    },
    {
     "p": 0.06604839116334915,
     "m": 0.5
    },
    {
     "p": 0.045297276228666306,
     "m": 0.5
    },
    {
     "p": 0.11402437090873718,
     "m": 0.5
    },
    {
     "p": 0.18676678836345673,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.061164744198322296,
     "m": 0.5
    },
    {
     "p": 0.05865447223186493,
     "m": 0.5
    },
    {
     "p": 0.04224541410803795,
     "m": 0.5
    },
    {
     "p": 0.0308830663561821,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.1419281959533691,
   "val_loss": 1.0155705213546753,
   "acc": 63.13,
   "time": 70.99334290499974,
   "param": [
    {
     "p": 0.19156396389007568,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.18291603028774261,
     "m": 0.5
    },
    {
     "p": 0.028446385636925697,
     "m": 0.5
    },
    {
     "p": 0.07578151673078537,
     "m": 0.5
    },
    {
     "p": 0.03612246736884117,
     "m": 0.5
    },
    {
     "p": 0.11433552205562592,
     "m": 0.5
    },
    {
     "p": 0.20368947088718414,
     "m": 0.5
    },
    {
     "p": 0.0003759960236493498,
     "m": 0.5
    },
    {
     "p": 0.06473410874605179,
     "m": 0.5
    },
    {
     "p": 0.04037332534790039,
     "m": 0.5
    },
    {
     "p": 0.04624897986650467,
     "m": 0.5
    },
    {
     "p": 0.015412233769893646,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.272882103919983,
   "val_loss": 0.9352425336837769,
   "acc": 63.44,
   "time": 76.67558925100002,
   "param": [
    {
     "p": 0.19065335392951965,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.19521719217300415,
     "m": 0.5
    },
    {
     "p": 0.02475903369486332,
     "m": 0.5
    },
    {
     "p": 0.0812976211309433,
     "m": 0.5
    },
    {
     "p": 0.03431864455342293,
     "m": 0.5
    },
    {
     "p": 0.11836840212345123,
     "m": 0.5
    },
    {
     "p": 0.20358315110206604,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.06608757376670837,
     "m": 0.5
    },
    {
     "p": 0.030755965039134026,
     "m": 0.5
    },
    {
     "p": 0.05445640906691551,
     "m": 0.5
    },
    {
     "p": 0.0005026733269914985,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.3412340879440308,
   "val_loss": 1.1673120260238647,
   "acc": 62.61,
   "time": 75.21597043700012,
   "param": [
    {
     "p": 0.1961696445941925,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.20853596925735474,
     "m": 0.5
    },
    {
     "p": 0.01897781901061535,
     "m": 0.5
    },
    {
     "p": 0.09080718457698822,
     "m": 0.5
    },
    {
     "p": 0.025442520156502724,
     "m": 0.5
    },
    {
     "p": 0.13539256155490875,
     "m": 0.5
    },
    {
     "p": 0.20624102652072906,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.04641509801149368,
     "m": 0.5
    },
    {
     "p": 0.011138389818370342,
     "m": 0.5
    },
    {
     "p": 0.06087973713874817,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.111997127532959,
   "val_loss": 0.9785179495811462,
   "acc": 63.57,
   "time": 68.24783198899968,
   "param": [
    {
     "p": 0.2049909383058548,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.21018600463867188,
     "m": 0.5
    },
    {
     "p": 0.035485245287418365,
     "m": 0.5
    },
    {
     "p": 0.09052211791276932,
     "m": 0.5
    },
    {
     "p": 0.015824507921934128,
     "m": 0.5
    },
    {
     "p": 0.14972177147865295,
     "m": 0.5
    },
    {
     "p": 0.1984988898038864,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.02397645264863968,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0707940012216568,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.0844875574111938,
   "val_loss": 0.9307838678359985,
   "acc": 64.22,
   "time": 65.25801313700003,
   "param": [
    {
     "p": 0.1863258183002472,
     "m": 0.5
    },
    {
     "p": 0.010260442271828651,
     "m": 0.5
    },
    {
     "p": 0.18850183486938477,
     "m": 0.5
    },
    {
     "p": 0.05016731843352318,
     "m": 0.5
    },
    {
     "p": 0.08970180153846741,
     "m": 0.5
    },
    {
     "p": 0.023262683302164078,
     "m": 0.5
    },
    {
     "p": 0.15182138979434967,
     "m": 0.5
    },
    {
     "p": 0.17529799044132233,
     "m": 0.5
    },
    {
     "p": 0.005771358031779528,
     "m": 0.5
    },
    {
     "p": 0.01931813545525074,
     "m": 0.5
    },
    {
     "p": 0.005713773891329765,
     "m": 0.5
    },
    {
     "p": 0.08819728344678879,
     "m": 0.5
    },
    {
     "p": 0.005660193040966988,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.0522494316101074,
   "val_loss": 1.0490566492080688,
   "acc": 65.47,
   "time": 65.66508085300029,
   "param": [
    {
     "p": 0.17554521560668945,
     "m": 0.5
    },
    {
     "p": 0.014312341809272766,
     "m": 0.5
    },
    {
     "p": 0.17246727645397186,
     "m": 0.5
    },
    {
     "p": 0.052583303302526474,
     "m": 0.5
    },
    {
     "p": 0.09051833301782608,
     "m": 0.5
    },
    {
     "p": 0.031585585325956345,
     "m": 0.5
    },
    {
     "p": 0.1576421856880188,
     "m": 0.5
    },
    {
     "p": 0.14234565198421478,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.039043087512254715,
     "m": 0.5
    },
    {
     "p": 0.010219707153737545,
     "m": 0.5
    },
    {
     "p": 0.095827616751194,
     "m": 0.5
    },
    {
     "p": 0.017909742891788483,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.2105408906936646,
   "val_loss": 1.045838713645935,
   "acc": 64.53,
   "time": 65.53845099900036,
   "param": [
    {
     "p": 0.17806749045848846,
     "m": 0.5
    },
    {
     "p": 0.0036745804827660322,
     "m": 0.5
    },
    {
     "p": 0.16233251988887787,
     "m": 0.5
    },
    {
     "p": 0.04616139829158783,
     "m": 0.5
    },
    {
     "p": 0.08641830086708069,
     "m": 0.5
    },
    {
     "p": 0.041610244661569595,
     "m": 0.5
    },
    {
     "p": 0.15704897046089172,
     "m": 0.5
    },
    {
     "p": 0.12164006382226944,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.051514603197574615,
     "m": 0.5
    },
    {
     "p": 0.026419229805469513,
     "m": 0.5
    },
    {
     "p": 0.09038148075342178,
     "m": 0.5
    },
    {
     "p": 0.03473111242055893,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.5416760444641113,
   "val_loss": 0.9717037081718445,
   "acc": 64.95,
   "time": 66.61916885799974,
   "param": [
    {
     "p": 0.18896080553531647,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.16001901030540466,
     "m": 0.5
    },
    {
     "p": 0.04175321012735367,
     "m": 0.5
    },
    {
     "p": 0.08412299305200577,
     "m": 0.5
    },
    {
     "p": 0.04947409778833389,
     "m": 0.5
    },
    {
     "p": 0.16139400005340576,
     "m": 0.5
    },
    {
     "p": 0.10512740164995193,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.04633624106645584,
     "m": 0.5
    },
    {
     "p": 0.027068398892879486,
     "m": 0.5
    },
    {
     "p": 0.08688128739595413,
     "m": 0.5
    },
    {
     "p": 0.04886254668235779,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.1442707777023315,
   "val_loss": 1.0912859439849854,
   "acc": 63.91,
   "time": 63.429269578,
   "param": [
    {
     "p": 0.1686391681432724,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.16476546227931976,
     "m": 0.5
    },
    {
     "p": 0.0415230467915535,
     "m": 0.5
    },
    {
     "p": 0.07756789773702621,
     "m": 0.5
    },
    {
     "p": 0.0677998811006546,
     "m": 0.5
    },
    {
     "p": 0.15657934546470642,
     "m": 0.5
    },
    {
     "p": 0.09420053660869598,
     "m": 0.5
    },
    {
     "p": 0.0004009162657894194,
     "m": 0.5
    },
    {
     "p": 0.03765438124537468,
     "m": 0.5
    },
    {
     "p": 0.037724245339632034,
     "m": 0.5
    },
    {
     "p": 0.08448965102434158,
     "m": 0.5
    },
    {
     "p": 0.06865555793046951,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.210818886756897,
   "val_loss": 0.9755449295043945,
   "acc": 63.76,
   "time": 63.02448191300027,
   "param": [
    {
     "p": 0.162793830037117,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.17376452684402466,
     "m": 0.5
    },
    {
     "p": 0.05106952041387558,
     "m": 0.5
    },
    {
     "p": 0.07036987692117691,
     "m": 0.5
    },
    {
     "p": 0.08486190438270569,
     "m": 0.5
    },
    {
     "p": 0.15677839517593384,
     "m": 0.5
    },
    {
     "p": 0.09418556839227676,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.009420407935976982,
     "m": 0.5
    },
    {
     "p": 0.03344133496284485,
     "m": 0.5
    },
    {
     "p": 0.0894482433795929,
     "m": 0.5
    },
    {
     "p": 0.07386652380228043,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.0344856977462769,
   "val_loss": 0.9376240968704224,
   "acc": 65.66,
   "time": 64.06658360199981,
   "param": [
    {
     "p": 0.17901718616485596,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1855539232492447,
     "m": 0.5
    },
    {
     "p": 0.0533512607216835,
     "m": 0.5
    },
    {
     "p": 0.06493578106164932,
     "m": 0.5
    },
    {
     "p": 0.09295719861984253,
     "m": 0.5
    },
    {
     "p": 0.15738816559314728,
     "m": 0.5
    },
    {
     "p": 0.0951276421546936,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0006044151377864182,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.08710836619138718,
     "m": 0.5
    },
    {
     "p": 0.08395605534315109,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.9517537951469421,
   "val_loss": 1.0904144048690796,
   "acc": 64.95,
   "time": 64.26930691300004,
   "param": [
    {
     "p": 0.19194155931472778,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.19507285952568054,
     "m": 0.5
    },
    {
     "p": 0.049261827021837234,
     "m": 0.5
    },
    {
     "p": 0.06216561421751976,
     "m": 0.5
    },
    {
     "p": 0.09159322082996368,
     "m": 0.5
    },
    {
     "p": 0.16535831987857819,
     "m": 0.5
    },
    {
     "p": 0.08428605645895004,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0009849591879174113,
     "m": 0.5
    },
    {
     "p": 0.00011271936091361567,
     "m": 0.5
    },
    {
     "p": 0.08278364688158035,
     "m": 0.5
    },
    {
     "p": 0.07643922418355942,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.1262998580932617,
   "val_loss": 0.954131543636322,
   "acc": 64.61,
   "time": 71.51787321500024,
   "param": [
    {
     "p": 0.19333451986312866,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.21584081649780273,
     "m": 0.5
    },
    {
     "p": 0.04081287607550621,
     "m": 0.5
    },
    {
     "p": 0.05250074714422226,
     "m": 0.5
    },
    {
     "p": 0.08698027580976486,
     "m": 0.5
    },
    {
     "p": 0.1814640313386917,
     "m": 0.5
    },
    {
     "p": 0.0725572407245636,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09283541142940521,
     "m": 0.5
    },
    {
     "p": 0.06367404758930206,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.3042176961898804,
   "val_loss": 1.0275501012802124,
   "acc": 65.09,
   "time": 69.59461834400008,
   "param": [
    {
     "p": 0.18735049664974213,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.23097927868366241,
     "m": 0.5
    },
    {
     "p": 0.03459099680185318,
     "m": 0.5
    },
    {
     "p": 0.03573464974761009,
     "m": 0.5
    },
    {
     "p": 0.08445512503385544,
     "m": 0.5
    },
    {
     "p": 0.1905914545059204,
     "m": 0.5
    },
    {
     "p": 0.07456205785274506,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0031734516378492117,
     "m": 0.5
    },
    {
     "p": 0.10229094326496124,
     "m": 0.5
    },
    {
     "p": 0.0562715008854866,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.2009544372558594,
   "val_loss": 0.9694005250930786,
   "acc": 66.2,
   "time": 73.75643758199976,
   "param": [
    {
     "p": 0.16901862621307373,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.2443550080060959,
     "m": 0.5
    },
    {
     "p": 0.028616413474082947,
     "m": 0.5
    },
    {
     "p": 0.03076283074915409,
     "m": 0.5
    },
    {
     "p": 0.07111484557390213,
     "m": 0.5
    },
    {
     "p": 0.18476571142673492,
     "m": 0.5
    },
    {
     "p": 0.10276877880096436,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.00014475075295194983,
     "m": 0.5
    },
    {
     "p": 0.0146635752171278,
     "m": 0.5
    },
    {
     "p": 0.10665588825941086,
     "m": 0.5
    },
    {
     "p": 0.04713360220193863,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.1971571445465088,
   "val_loss": 1.0510532855987549,
   "acc": 65.1,
   "time": 75.41222766400006,
   "param": [
    {
     "p": 0.1343904584646225,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.23691989481449127,
     "m": 0.5
    },
    {
     "p": 0.029449163004755974,
     "m": 0.5
    },
    {
     "p": 0.032210398465394974,
     "m": 0.5
    },
    {
     "p": 0.0759204849600792,
     "m": 0.5
    },
    {
     "p": 0.18328070640563965,
     "m": 0.5
    },
    {
     "p": 0.11820348352193832,
     "m": 0.5
    },
    {
     "p": 0.004850307945162058,
     "m": 0.5
    },
    {
     "p": 0.014169777743518353,
     "m": 0.5
    },
    {
     "p": 0.03523979336023331,
     "m": 0.5
    },
    {
     "p": 0.0937037244439125,
     "m": 0.5
    },
    {
     "p": 0.041661765426397324,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.8138807415962219,
   "val_loss": 0.8741245269775391,
   "acc": 66.07,
   "time": 74.57202639600018,
   "param": [
    {
     "p": 0.13117755949497223,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.24015365540981293,
     "m": 0.5
    },
    {
     "p": 0.034456007182598114,
     "m": 0.5
    },
    {
     "p": 0.021433120593428612,
     "m": 0.5
    },
    {
     "p": 0.07233767211437225,
     "m": 0.5
    },
    {
     "p": 0.180801123380661,
     "m": 0.5
    },
    {
     "p": 0.12890808284282684,
     "m": 0.5
    },
    {
     "p": 0.003499490674585104,
     "m": 0.5
    },
    {
     "p": 0.024925587698817253,
     "m": 0.5
    },
    {
     "p": 0.04542488977313042,
     "m": 0.5
    },
    {
     "p": 0.0972849428653717,
     "m": 0.5
    },
    {
     "p": 0.01959792710840702,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.9171404838562012,
   "val_loss": 0.9479212164878845,
   "acc": 64.29,
   "time": 77.95209174699994,
   "param": [
    {
     "p": 0.13673518598079681,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.23644833266735077,
     "m": 0.5
    },
    {
     "p": 0.04197387024760246,
     "m": 0.5
    },
    {
     "p": 0.020854657515883446,
     "m": 0.5
    },
    {
     "p": 0.05591076985001564,
     "m": 0.5
    },
    {
     "p": 0.17997382581233978,
     "m": 0.5
    },
    {
     "p": 0.1286260485649109,
     "m": 0.5
    },
    {
     "p": 0.013414941728115082,
     "m": 0.5
    },
    {
     "p": 0.014728225767612457,
     "m": 0.5
    },
    {
     "p": 0.05937934294342995,
     "m": 0.5
    },
    {
     "p": 0.10596849769353867,
     "m": 0.5
    },
    {
     "p": 0.005986264441162348,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.9909549355506897,
   "val_loss": 0.9865768551826477,
   "acc": 65.6,
   "time": 79.15118220699969,
   "param": [
    {
     "p": 0.12047844380140305,
     "m": 0.5
    },
    {
     "p": 0.0027659772895276546,
     "m": 0.5
    },
    {
     "p": 0.21718467772006989,
     "m": 0.5
    },
    {
     "p": 0.059897154569625854,
     "m": 0.5
    },
    {
     "p": 0.03294403478503227,
     "m": 0.5
    },
    {
     "p": 0.06244589015841484,
     "m": 0.5
    },
    {
     "p": 0.16407510638237,
     "m": 0.5
    },
    {
     "p": 0.11680225282907486,
     "m": 0.5
    },
    {
     "p": 0.01792864501476288,
     "m": 0.5
    },
    {
     "p": 0.01662527769804001,
     "m": 0.5
    },
    {
     "p": 0.06869617104530334,
     "m": 0.5
    },
    {
     "p": 0.10587109625339508,
     "m": 0.5
    },
    {
     "p": 0.014285375364124775,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.1328269243240356,
   "val_loss": 0.9720969796180725,
   "acc": 66.66,
   "time": 81.37201515299967,
   "param": [
    {
     "p": 0.10737230628728867,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.20868469774723053,
     "m": 0.5
    },
    {
     "p": 0.07734991610050201,
     "m": 0.5
    },
    {
     "p": 0.0394587516784668,
     "m": 0.5
    },
    {
     "p": 0.07742615044116974,
     "m": 0.5
    },
    {
     "p": 0.15535475313663483,
     "m": 0.5
    },
    {
     "p": 0.11561277508735657,
     "m": 0.5
    },
    {
     "p": 0.015011036768555641,
     "m": 0.5
    },
    {
     "p": 0.010415845550596714,
     "m": 0.5
    },
    {
     "p": 0.07075508683919907,
     "m": 0.5
    },
    {
     "p": 0.11011350899934769,
     "m": 0.5
    },
    {
     "p": 0.012445155531167984,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.4607524871826172,
   "val_loss": 0.9341545701026917,
   "acc": 65.51,
   "time": 75.16800166300072,
   "param": [
    {
     "p": 0.11164642125368118,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.21084053814411163,
     "m": 0.5
    },
    {
     "p": 0.07641921937465668,
     "m": 0.5
    },
    {
     "p": 0.029144512489438057,
     "m": 0.5
    },
    {
     "p": 0.09696663916110992,
     "m": 0.5
    },
    {
     "p": 0.16020110249519348,
     "m": 0.5
    },
    {
     "p": 0.12188006192445755,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.06838373094797134,
     "m": 0.5
    },
    {
     "p": 0.12302494049072266,
     "m": 0.5
    },
    {
     "p": 0.001492854324169457,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.2391297817230225,
   "val_loss": 0.7938154339790344,
   "acc": 66.66,
   "time": 74.66221359799965,
   "param": [
    {
     "p": 0.1187567412853241,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.21571561694145203,
     "m": 0.5
    },
    {
     "p": 0.061893243342638016,
     "m": 0.5
    },
    {
     "p": 0.013673188164830208,
     "m": 0.5
    },
    {
     "p": 0.10391078889369965,
     "m": 0.5
    },
    {
     "p": 0.1568393111228943,
     "m": 0.5
    },
    {
     "p": 0.12202976644039154,
     "m": 0.5
    },
    {
     "p": 1.6027939636842348e-05,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.06925803422927856,
     "m": 0.5
    },
    {
     "p": 0.13544367253780365,
     "m": 0.5
    },
    {
     "p": 0.002463512122631073,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.2440643310546875,
   "val_loss": 0.9427311420440674,
   "acc": 66.54,
   "time": 76.57027233499957,
   "param": [
    {
     "p": 0.13638935983181,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.22203709185123444,
     "m": 0.5
    },
    {
     "p": 0.03952042758464813,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.10481255501508713,
     "m": 0.5
    },
    {
     "p": 0.17017598450183868,
     "m": 0.5
    },
    {
     "p": 0.11616116762161255,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.060270749032497406,
     "m": 0.5
    },
    {
     "p": 0.14743228256702423,
     "m": 0.5
    },
    {
     "p": 0.0032003414817154408,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.9993055462837219,
   "val_loss": 1.0364247560501099,
   "acc": 66.18,
   "time": 75.52333127499969,
   "param": [
    {
     "p": 0.16679728031158447,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.23133042454719543,
     "m": 0.5
    },
    {
     "p": 0.015591186471283436,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09802697598934174,
     "m": 0.5
    },
    {
     "p": 0.17911052703857422,
     "m": 0.5
    },
    {
     "p": 0.11035918444395065,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.04477943480014801,
     "m": 0.5
    },
    {
     "p": 0.15304052829742432,
     "m": 0.5
    },
    {
     "p": 0.000964426901191473,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.1234424114227295,
   "val_loss": 0.9139477610588074,
   "acc": 66.56,
   "time": 77.67478772700088,
   "param": [
    {
     "p": 0.1878807544708252,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.24544309079647064,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.09770336002111435,
     "m": 0.5
    },
    {
     "p": 0.17203624546527863,
     "m": 0.5
    },
    {
     "p": 0.09890596568584442,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.03880913928151131,
     "m": 0.5
    },
    {
     "p": 0.15922147035598755,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.2658050060272217,
   "val_loss": 1.0451405048370361,
   "acc": 66.91,
   "time": 63.96989607100022,
   "param": [
    {
     "p": 0.19279801845550537,
     "m": 0.5
    },
    {
     "p": 0.002191455801948905,
     "m": 0.5
    },
    {
     "p": 0.23885205388069153,
     "m": 0.5
    },
    {
     "p": 0.0022830991074442863,
     "m": 0.5
    },
    {
     "p": 0.012127683497965336,
     "m": 0.5
    },
    {
     "p": 0.0907307043671608,
     "m": 0.5
    },
    {
     "p": 0.15683655440807343,
     "m": 0.5
    },
    {
     "p": 0.08769562840461731,
     "m": 0.5
    },
    {
     "p": 8.821693336358294e-05,
     "m": 0.5
    },
    {
     "p": 0.00197334005497396,
     "m": 0.5
    },
    {
     "p": 0.047341544181108475,
     "m": 0.5
    },
    {
     "p": 0.15473800897598267,
     "m": 0.5
    },
    {
     "p": 0.012343836016952991,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.2585538625717163,
   "val_loss": 1.0533374547958374,
   "acc": 67.17,
   "time": 66.14248098099961,
   "param": [
    {
     "p": 0.17184831202030182,
     "m": 0.5
    },
    {
     "p": 0.012601644732058048,
     "m": 0.5
    },
    {
     "p": 0.20410990715026855,
     "m": 0.5
    },
    {
     "p": 0.026830516755580902,
     "m": 0.5
    },
    {
     "p": 0.040809266269207,
     "m": 0.5
    },
    {
     "p": 0.07973568141460419,
     "m": 0.5
    },
    {
     "p": 0.13275544345378876,
     "m": 0.5
    },
    {
     "p": 0.08569411933422089,
     "m": 0.5
    },
    {
     "p": 0.01235665287822485,
     "m": 0.5
    },
    {
     "p": 0.019778091460466385,
     "m": 0.5
    },
    {
     "p": 0.048673998564481735,
     "m": 0.5
    },
    {
     "p": 0.13375861942768097,
     "m": 0.5
    },
    {
     "p": 0.0310477614402771,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.2249150276184082,
   "val_loss": 0.8631347417831421,
   "acc": 68.22,
   "time": 66.91104367400021,
   "param": [
    {
     "p": 0.15241868793964386,
     "m": 0.5
    },
    {
     "p": 0.01869647204875946,
     "m": 0.5
    },
    {
     "p": 0.1742038130760193,
     "m": 0.5
    },
    {
     "p": 0.04141343757510185,
     "m": 0.5
    },
    {
     "p": 0.06034745275974274,
     "m": 0.5
    },
    {
     "p": 0.07533007860183716,
     "m": 0.5
    },
    {
     "p": 0.11847519874572754,
     "m": 0.5
    },
    {
     "p": 0.08087901771068573,
     "m": 0.5
    },
    {
     "p": 0.02087598480284214,
     "m": 0.5
    },
    {
     "p": 0.035703565925359726,
     "m": 0.5
    },
    {
     "p": 0.050872188061475754,
     "m": 0.5
    },
    {
     "p": 0.11912009119987488,
     "m": 0.5
    },
    {
     "p": 0.05166405066847801,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.1077598333358765,
   "val_loss": 0.9184315204620361,
   "acc": 67.91,
   "time": 75.19987038399995,
   "param": [
    {
     "p": 0.14228555560112,
     "m": 0.5
    },
    {
     "p": 0.013425886631011963,
     "m": 0.5
    },
    {
     "p": 0.1621909737586975,
     "m": 0.5
    },
    {
     "p": 0.05731509253382683,
     "m": 0.5
    },
    {
     "p": 0.06066874414682388,
     "m": 0.5
    },
    {
     "p": 0.07454653084278107,
     "m": 0.5
    },
    {
     "p": 0.11377722024917603,
     "m": 0.5
    },
    {
     "p": 0.07949426025152206,
     "m": 0.5
    },
    {
     "p": 0.031384628266096115,
     "m": 0.5
    },
    {
     "p": 0.043049849569797516,
     "m": 0.5
    },
    {
     "p": 0.05872562155127525,
     "m": 0.5
    },
    {
     "p": 0.10508657991886139,
     "m": 0.5
    },
    {
     "p": 0.058048997074365616,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.2160884141921997,
   "val_loss": 1.0377265214920044,
   "acc": 65.48,
   "time": 66.13379110200003,
   "param": [
    {
     "p": 0.12793351709842682,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15917551517486572,
     "m": 0.5
    },
    {
     "p": 0.07186562567949295,
     "m": 0.5
    },
    {
     "p": 0.06398773193359375,
     "m": 0.5
    },
    {
     "p": 0.07083278149366379,
     "m": 0.5
    },
    {
     "p": 0.12673832476139069,
     "m": 0.5
    },
    {
     "p": 0.07149350643157959,
     "m": 0.5
    },
    {
     "p": 0.045118268579244614,
     "m": 0.5
    },
    {
     "p": 0.04989174008369446,
     "m": 0.5
    },
    {
     "p": 0.06770253926515579,
     "m": 0.5
    },
    {
     "p": 0.08799239993095398,
     "m": 0.5
    },
    {
     "p": 0.05726806819438934,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.0714789628982544,
   "val_loss": 1.0697599649429321,
   "acc": 66.99,
   "time": 64.79309480899974,
   "param": [
    {
     "p": 0.14053675532341003,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.17743085324764252,
     "m": 0.5
    },
    {
     "p": 0.07492341101169586,
     "m": 0.5
    },
    {
     "p": 0.06286655366420746,
     "m": 0.5
    },
    {
     "p": 0.060400690883398056,
     "m": 0.5
    },
    {
     "p": 0.15571044385433197,
     "m": 0.5
    },
    {
     "p": 0.058568648993968964,
     "m": 0.5
    },
    {
     "p": 0.04431460425257683,
     "m": 0.5
    },
    {
     "p": 0.037098176777362823,
     "m": 0.5
    },
    {
     "p": 0.060028571635484695,
     "m": 0.5
    },
    {
     "p": 0.0699680894613266,
     "m": 0.5
    },
    {
     "p": 0.05815315246582031,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.2078702449798584,
   "val_loss": 0.9353666305541992,
   "acc": 66.62,
   "time": 63.44739531699997,
   "param": [
    {
     "p": 0.13855592906475067,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1746111810207367,
     "m": 0.5
    },
    {
     "p": 0.08980808407068253,
     "m": 0.5
    },
    {
     "p": 0.05600752681493759,
     "m": 0.5
    },
    {
     "p": 0.055556077510118484,
     "m": 0.5
    },
    {
     "p": 0.1753278374671936,
     "m": 0.5
    },
    {
     "p": 0.05457655340433121,
     "m": 0.5
    },
    {
     "p": 0.041519153863191605,
     "m": 0.5
    },
    {
     "p": 0.03260669484734535,
     "m": 0.5
    },
    {
     "p": 0.060652490705251694,
     "m": 0.5
    },
    {
     "p": 0.06601612269878387,
     "m": 0.5
    },
    {
     "p": 0.05476235970854759,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.310268521308899,
   "val_loss": 0.8741450905799866,
   "acc": 67.69,
   "time": 66.06543731700003,
   "param": [
    {
     "p": 0.14047779142856598,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.18139345943927765,
     "m": 0.5
    },
    {
     "p": 0.1002233698964119,
     "m": 0.5
    },
    {
     "p": 0.06806264817714691,
     "m": 0.5
    },
    {
     "p": 0.0590122789144516,
     "m": 0.5
    },
    {
     "p": 0.1819678395986557,
     "m": 0.5
    },
    {
     "p": 0.04319729655981064,
     "m": 0.5
    },
    {
     "p": 0.024481259286403656,
     "m": 0.5
    },
    {
     "p": 0.024313515052199364,
     "m": 0.5
    },
    {
     "p": 0.0726233646273613,
     "m": 0.5
    },
    {
     "p": 0.0713241696357727,
     "m": 0.5
    },
    {
     "p": 0.03292294219136238,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.1696243286132812,
   "val_loss": 1.0316599607467651,
   "acc": 66.78,
   "time": 65.23745593999956,
   "param": [
    {
     "p": 0.13896788656711578,
     "m": 0.5
    },
    {
     "p": 0.006577556487172842,
     "m": 0.5
    },
    {
     "p": 0.17706260085105896,
     "m": 0.5
    },
    {
     "p": 0.0911780595779419,
     "m": 0.5
    },
    {
     "p": 0.0811796635389328,
     "m": 0.5
    },
    {
     "p": 0.07339319586753845,
     "m": 0.5
    },
    {
     "p": 0.17976073920726776,
     "m": 0.5
    },
    {
     "p": 0.042606234550476074,
     "m": 0.5
    },
    {
     "p": 0.011092524975538254,
     "m": 0.5
    },
    {
     "p": 0.032051943242549896,
     "m": 0.5
    },
    {
     "p": 0.07662992179393768,
     "m": 0.5
    },
    {
     "p": 0.05830830708146095,
     "m": 0.5
    },
    {
     "p": 0.031191427260637283,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.2146023511886597,
   "val_loss": 0.839888334274292,
   "acc": 67.79,
   "time": 65.60635917699983,
   "param": [
    {
     "p": 0.1372111439704895,
     "m": 0.5
    },
    {
     "p": 0.01488251332193613,
     "m": 0.5
    },
    {
     "p": 0.15572938323020935,
     "m": 0.5
    },
    {
     "p": 0.08313251286745071,
     "m": 0.5
    },
    {
     "p": 0.07929020375013351,
     "m": 0.5
    },
    {
     "p": 0.08667679131031036,
     "m": 0.5
    },
    {
     "p": 0.1614789366722107,
     "m": 0.5
    },
    {
     "p": 0.04475715756416321,
     "m": 0.5
    },
    {
     "p": 0.02653532661497593,
     "m": 0.5
    },
    {
     "p": 0.03784191980957985,
     "m": 0.5
    },
    {
     "p": 0.08250419050455093,
     "m": 0.5
    },
    {
     "p": 0.046829793602228165,
     "m": 0.5
    },
    {
     "p": 0.04313012212514877,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.1419793367385864,
   "val_loss": 0.8870024681091309,
   "acc": 67.32,
   "time": 63.988435068999934,
   "param": [
    {
     "p": 0.14956176280975342,
     "m": 0.5
    },
    {
     "p": 0.0009379960247315466,
     "m": 0.5
    },
    {
     "p": 0.15360423922538757,
     "m": 0.5
    },
    {
     "p": 0.07743903994560242,
     "m": 0.5
    },
    {
     "p": 0.0755939781665802,
     "m": 0.5
    },
    {
     "p": 0.1019582450389862,
     "m": 0.5
    },
    {
     "p": 0.15187926590442657,
     "m": 0.5
    },
    {
     "p": 0.052312251180410385,
     "m": 0.5
    },
    {
     "p": 0.028373761102557182,
     "m": 0.5
    },
    {
     "p": 0.03755134344100952,
     "m": 0.5
    },
    {
     "p": 0.06784141808748245,
     "m": 0.5
    },
    {
     "p": 0.050326310098171234,
     "m": 0.5
    },
    {
     "p": 0.052620407193899155,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.043285846710205,
   "val_loss": 0.9002947807312012,
   "acc": 67.88,
   "time": 69.38408948799952,
   "param": [
    {
     "p": 0.15404029190540314,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1526932716369629,
     "m": 0.5
    },
    {
     "p": 0.06289144605398178,
     "m": 0.5
    },
    {
     "p": 0.08160910755395889,
     "m": 0.5
    },
    {
     "p": 0.11068698018789291,
     "m": 0.5
    },
    {
     "p": 0.14894413948059082,
     "m": 0.5
    },
    {
     "p": 0.04545968025922775,
     "m": 0.5
    },
    {
     "p": 0.01695786789059639,
     "m": 0.5
    },
    {
     "p": 0.0477161668241024,
     "m": 0.5
    },
    {
     "p": 0.06846567988395691,
     "m": 0.5
    },
    {
     "p": 0.06291107833385468,
     "m": 0.5
    },
    {
     "p": 0.04762430116534233,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.0009063482284546,
   "val_loss": 0.8885002732276917,
   "acc": 68.75,
   "time": 85.52334311699997,
   "param": [
    {
     "p": 0.14289039373397827,
     "m": 0.5
    },
    {
     "p": 0.001838147290982306,
     "m": 0.5
    },
    {
     "p": 0.15331663191318512,
     "m": 0.5
    },
    {
     "p": 0.06040109694004059,
     "m": 0.5
    },
    {
     "p": 0.0835665762424469,
     "m": 0.5
    },
    {
     "p": 0.10964972525835037,
     "m": 0.5
    },
    {
     "p": 0.13514646887779236,
     "m": 0.5
    },
    {
     "p": 0.04864409193396568,
     "m": 0.5
    },
    {
     "p": 0.009223840199410915,
     "m": 0.5
    },
    {
     "p": 0.060351818799972534,
     "m": 0.5
    },
    {
     "p": 0.07637955248355865,
     "m": 0.5
    },
    {
     "p": 0.07230176776647568,
     "m": 0.5
    },
    {
     "p": 0.04628988727927208,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.1608126163482666,
   "val_loss": 0.8629602789878845,
   "acc": 69.24,
   "time": 86.16132261100029,
   "param": [
    {
     "p": 0.13844166696071625,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15712906420230865,
     "m": 0.5
    },
    {
     "p": 0.05718836560845375,
     "m": 0.5
    },
    {
     "p": 0.08639590442180634,
     "m": 0.5
    },
    {
     "p": 0.10245589166879654,
     "m": 0.5
    },
    {
     "p": 0.12697215378284454,
     "m": 0.5
    },
    {
     "p": 0.05468339845538139,
     "m": 0.5
    },
    {
     "p": 0.01716090738773346,
     "m": 0.5
    },
    {
     "p": 0.05890367552638054,
     "m": 0.5
    },
    {
     "p": 0.07874760776758194,
     "m": 0.5
    },
    {
     "p": 0.0764373391866684,
     "m": 0.5
    },
    {
     "p": 0.045483946800231934,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.2778369188308716,
   "val_loss": 0.958814799785614,
   "acc": 67.87,
   "time": 81.21496205499989,
   "param": [
    {
     "p": 0.1332838237285614,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15480422973632812,
     "m": 0.5
    },
    {
     "p": 0.06613317877054214,
     "m": 0.5
    },
    {
     "p": 0.073555588722229,
     "m": 0.5
    },
    {
     "p": 0.09764397144317627,
     "m": 0.5
    },
    {
     "p": 0.12423794716596603,
     "m": 0.5
    },
    {
     "p": 0.05655158683657646,
     "m": 0.5
    },
    {
     "p": 0.01522722840309143,
     "m": 0.5
    },
    {
     "p": 0.06468377262353897,
     "m": 0.5
    },
    {
     "p": 0.0877443328499794,
     "m": 0.5
    },
    {
     "p": 0.08114702999591827,
     "m": 0.5
    },
    {
     "p": 0.04498741775751114,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.12503981590271,
   "val_loss": 0.881374716758728,
   "acc": 68.34,
   "time": 78.27983457400023,
   "param": [
    {
     "p": 0.14032506942749023,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.14070285856723785,
     "m": 0.5
    },
    {
     "p": 0.07010292261838913,
     "m": 0.5
    },
    {
     "p": 0.07019493728876114,
     "m": 0.5
    },
    {
     "p": 0.09641619771718979,
     "m": 0.5
    },
    {
     "p": 0.12199822813272476,
     "m": 0.5
    },
    {
     "p": 0.05456714332103729,
     "m": 0.5
    },
    {
     "p": 0.004074757918715477,
     "m": 0.5
    },
    {
     "p": 0.06374642252922058,
     "m": 0.5
    },
    {
     "p": 0.10342786461114883,
     "m": 0.5
    },
    {
     "p": 0.07813245803117752,
     "m": 0.5
    },
    {
     "p": 0.05631112679839134,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.9675008058547974,
   "val_loss": 0.7582485675811768,
   "acc": 68.46,
   "time": 75.89615506900009,
   "param": [
    {
     "p": 0.14671747386455536,
     "m": 0.5
    },
    {
     "p": 0.00039791225572116673,
     "m": 0.5
    },
    {
     "p": 0.13428188860416412,
     "m": 0.5
    },
    {
     "p": 0.06820628046989441,
     "m": 0.5
    },
    {
     "p": 0.068465955555439,
     "m": 0.5
    },
    {
     "p": 0.09545286744832993,
     "m": 0.5
    },
    {
     "p": 0.12095776945352554,
     "m": 0.5
    },
    {
     "p": 0.04971760883927345,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.05086217448115349,
     "m": 0.5
    },
    {
     "p": 0.1189577504992485,
     "m": 0.5
    },
    {
     "p": 0.08504392206668854,
     "m": 0.5
    },
    {
     "p": 0.06093840301036835,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.3148695230484009,
   "val_loss": 0.8328691124916077,
   "acc": 68.38,
   "time": 77.49582498199925,
   "param": [
    {
     "p": 0.1443496197462082,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.13323546946048737,
     "m": 0.5
    },
    {
     "p": 0.06391403079032898,
     "m": 0.5
    },
    {
     "p": 0.07126513868570328,
     "m": 0.5
    },
    {
     "p": 0.08871237188577652,
     "m": 0.5
    },
    {
     "p": 0.12197814881801605,
     "m": 0.5
    },
    {
     "p": 0.04789888486266136,
     "m": 0.5
    },
    {
     "p": 0.005319611169397831,
     "m": 0.5
    },
    {
     "p": 0.040689993649721146,
     "m": 0.5
    },
    {
     "p": 0.1350826621055603,
     "m": 0.5
    },
    {
     "p": 0.10313030332326889,
     "m": 0.5
    },
    {
     "p": 0.04442378133535385,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.147304892539978,
   "val_loss": 0.805510938167572,
   "acc": 68.4,
   "time": 75.06859772799999,
   "param": [
    {
     "p": 0.15714813768863678,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.13516485691070557,
     "m": 0.5
    },
    {
     "p": 0.047186870127916336,
     "m": 0.5
    },
    {
     "p": 0.07617628574371338,
     "m": 0.5
    },
    {
     "p": 0.08526111394166946,
     "m": 0.5
    },
    {
     "p": 0.11774641275405884,
     "m": 0.5
    },
    {
     "p": 0.05092389136552811,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.0399383120238781,
     "m": 0.5
    },
    {
     "p": 0.1499144583940506,
     "m": 0.5
    },
    {
     "p": 0.10992089658975601,
     "m": 0.5
    },
    {
     "p": 0.030618783086538315,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.340277075767517,
   "val_loss": 0.7893400192260742,
   "acc": 68.82,
   "time": 75.18545972100037,
   "param": [
    {
     "p": 0.19363059103488922,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.14787815511226654,
     "m": 0.5
    },
    {
     "p": 0.01852463185787201,
     "m": 0.5
    },
    {
     "p": 0.0639217346906662,
     "m": 0.5
    },
    {
     "p": 0.09999720752239227,
     "m": 0.5
    },
    {
     "p": 0.13054095208644867,
     "m": 0.5
    },
    {
     "p": 0.05565120279788971,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.02978912554681301,
     "m": 0.5
    },
    {
     "p": 0.1532951295375824,
     "m": 0.5
    },
    {
     "p": 0.1067713052034378,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.3328092098236084,
   "val_loss": 0.8911852836608887,
   "acc": 68.51,
   "time": 76.66683746299987,
   "param": [
    {
     "p": 0.1924033761024475,
     "m": 0.5
    },
    {
     "p": 0.005203559994697571,
     "m": 0.5
    },
    {
     "p": 0.15012633800506592,
     "m": 0.5
    },
    {
     "p": 0.008626813068985939,
     "m": 0.5
    },
    {
     "p": 0.06356555223464966,
     "m": 0.5
    },
    {
     "p": 0.11216030269861221,
     "m": 0.5
    },
    {
     "p": 0.1265760064125061,
     "m": 0.5
    },
    {
     "p": 0.06908398121595383,
     "m": 0.5
    },
    {
     "p": 0.00593869062140584,
     "m": 0.5
    },
    {
     "p": 0.035620905458927155,
     "m": 0.5
    },
    {
     "p": 0.12876030802726746,
     "m": 0.5
    },
    {
     "p": 0.09877827018499374,
     "m": 0.5
    },
    {
     "p": 0.0031560256611555815,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.2339895963668823,
   "val_loss": 0.9466898441314697,
   "acc": 68.59,
   "time": 78.42136203599966,
   "param": [
    {
     "p": 0.16478274762630463,
     "m": 0.5
    },
    {
     "p": 0.028202731162309647,
     "m": 0.5
    },
    {
     "p": 0.1429501324892044,
     "m": 0.5
    },
    {
     "p": 0.02405889332294464,
     "m": 0.5
    },
    {
     "p": 0.07016648352146149,
     "m": 0.5
    },
    {
     "p": 0.10103806853294373,
     "m": 0.5
    },
    {
     "p": 0.10950229316949844,
     "m": 0.5
    },
    {
     "p": 0.08863065391778946,
     "m": 0.5
    },
    {
     "p": 0.012726831249892712,
     "m": 0.5
    },
    {
     "p": 0.060530729591846466,
     "m": 0.5
    },
    {
     "p": 0.09955709427595139,
     "m": 0.5
    },
    {
     "p": 0.09134667366743088,
     "m": 0.5
    },
    {
     "p": 0.00650665583088994,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.1727007627487183,
   "val_loss": 0.8733837008476257,
   "acc": 68.85,
   "time": 77.90920231699965,
   "param": [
    {
     "p": 0.15656888484954834,
     "m": 0.5
    },
    {
     "p": 0.048052649945020676,
     "m": 0.5
    },
    {
     "p": 0.14994846284389496,
     "m": 0.5
    },
    {
     "p": 0.024083411321043968,
     "m": 0.5
    },
    {
     "p": 0.055728066712617874,
     "m": 0.5
    },
    {
     "p": 0.08256831765174866,
     "m": 0.5
    },
    {
     "p": 0.09074391424655914,
     "m": 0.5
    },
    {
     "p": 0.09733787178993225,
     "m": 0.5
    },
    {
     "p": 0.01742662861943245,
     "m": 0.5
    },
    {
     "p": 0.08051672577857971,
     "m": 0.5
    },
    {
     "p": 0.08199993520975113,
     "m": 0.5
    },
    {
     "p": 0.09245727956295013,
     "m": 0.5
    },
    {
     "p": 0.022567754611372948,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.0880051851272583,
   "val_loss": 0.8969337940216064,
   "acc": 68.51,
   "time": 75.39596966099998,
   "param": [
    {
     "p": 0.14686663448810577,
     "m": 0.5
    },
    {
     "p": 0.046620797365903854,
     "m": 0.5
    },
    {
     "p": 0.15521256625652313,
     "m": 0.5
    },
    {
     "p": 0.03008648380637169,
     "m": 0.5
    },
    {
     "p": 0.046022456139326096,
     "m": 0.5
    },
    {
     "p": 0.057707108557224274,
     "m": 0.5
    },
    {
     "p": 0.09281161427497864,
     "m": 0.5
    },
    {
     "p": 0.09332184493541718,
     "m": 0.5
    },
    {
     "p": 0.025301404297351837,
     "m": 0.5
    },
    {
     "p": 0.09691566973924637,
     "m": 0.5
    },
    {
     "p": 0.06773902475833893,
     "m": 0.5
    },
    {
     "p": 0.09806063026189804,
     "m": 0.5
    },
    {
     "p": 0.04333370923995972,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.9974486827850342,
   "val_loss": 0.9552806615829468,
   "acc": 67.73,
   "time": 76.67177547699976,
   "param": [
    {
     "p": 0.1629173457622528,
     "m": 0.5
    },
    {
     "p": 0.024357207119464874,
     "m": 0.5
    },
    {
     "p": 0.16611656546592712,
     "m": 0.5
    },
    {
     "p": 0.02181582897901535,
     "m": 0.5
    },
    {
     "p": 0.049208831042051315,
     "m": 0.5
    },
    {
     "p": 0.045403555035591125,
     "m": 0.5
    },
    {
     "p": 0.09426403790712357,
     "m": 0.5
    },
    {
     "p": 0.08215110749006271,
     "m": 0.5
    },
    {
     "p": 0.026565691456198692,
     "m": 0.5
    },
    {
     "p": 0.10271547734737396,
     "m": 0.5
    },
    {
     "p": 0.06686290353536606,
     "m": 0.5
    },
    {
     "p": 0.104570671916008,
     "m": 0.5
    },
    {
     "p": 0.05305076390504837,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.0444046258926392,
   "val_loss": 0.9468204975128174,
   "acc": 69.54,
   "time": 77.90567308900063,
   "param": [
    {
     "p": 0.17605829238891602,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.15889079868793488,
     "m": 0.5
    },
    {
     "p": 0.030854271724820137,
     "m": 0.5
    },
    {
     "p": 0.055185314267873764,
     "m": 0.5
    },
    {
     "p": 0.051274918019771576,
     "m": 0.5
    },
    {
     "p": 0.08961429446935654,
     "m": 0.5
    },
    {
     "p": 0.06817415356636047,
     "m": 0.5
    },
    {
     "p": 0.02858198806643486,
     "m": 0.5
    },
    {
     "p": 0.0951676070690155,
     "m": 0.5
    },
    {
     "p": 0.0837351381778717,
     "m": 0.5
    },
    {
     "p": 0.09913747757673264,
     "m": 0.5
    },
    {
     "p": 0.06332575529813766,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.2241674661636353,
   "val_loss": 0.926932692527771,
   "acc": 68.99,
   "time": 75.95359179499974,
   "param": [
    {
     "p": 0.16775400936603546,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.14447547495365143,
     "m": 0.5
    },
    {
     "p": 0.04871233180165291,
     "m": 0.5
    },
    {
     "p": 0.06726635992527008,
     "m": 0.5
    },
    {
     "p": 0.06557149440050125,
     "m": 0.5
    },
    {
     "p": 0.0869147852063179,
     "m": 0.5
    },
    {
     "p": 0.06641791760921478,
     "m": 0.5
    },
    {
     "p": 0.028011875227093697,
     "m": 0.5
    },
    {
     "p": 0.08283509314060211,
     "m": 0.5
    },
    {
     "p": 0.08512872457504272,
     "m": 0.5
    },
    {
     "p": 0.08866950124502182,
     "m": 0.5
    },
    {
     "p": 0.06824242323637009,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.9141735434532166,
   "val_loss": 0.8508240580558777,
   "acc": 69.88,
   "time": 76.39845852499911,
   "param": [
    {
     "p": 0.1687706559896469,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.1519666612148285,
     "m": 0.5
    },
    {
     "p": 0.05549408495426178,
     "m": 0.5
    },
    {
     "p": 0.07583706825971603,
     "m": 0.5
    },
    {
     "p": 0.0766013115644455,
     "m": 0.5
    },
    {
     "p": 0.08189857751131058,
     "m": 0.5
    },
    {
     "p": 0.06691201031208038,
     "m": 0.5
    },
    {
     "p": 0.021392641589045525,
     "m": 0.5
    },
    {
     "p": 0.07692118734121323,
     "m": 0.5
    },
    {
     "p": 0.08882105350494385,
     "m": 0.5
    },
    {
     "p": 0.06717385351657867,
     "m": 0.5
    },
    {
     "p": 0.0682108923792839,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.1766613721847534,
   "val_loss": 1.0204432010650635,
   "acc": 69.28,
   "time": 76.71967241600032,
   "param": [
    {
     "p": 0.17637653648853302,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.16332173347473145,
     "m": 0.5
    },
    {
     "p": 0.06883522123098373,
     "m": 0.5
    },
    {
     "p": 0.0740557312965393,
     "m": 0.5
    },
    {
     "p": 0.09474942088127136,
     "m": 0.5
    },
    {
     "p": 0.06995930522680283,
     "m": 0.5
    },
    {
     "p": 0.06319963932037354,
     "m": 0.5
    },
    {
     "p": 0.01550259068608284,
     "m": 0.5
    },
    {
     "p": 0.0643063560128212,
     "m": 0.5
    },
    {
     "p": 0.07716680318117142,
     "m": 0.5
    },
    {
     "p": 0.057035982608795166,
     "m": 0.5
    },
    {
     "p": 0.07549069076776505,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.9030143618583679,
   "val_loss": 0.8854646682739258,
   "acc": 68.9,
   "time": 76.61309808799979,
   "param": [
    {
     "p": 0.18907983601093292,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.18492907285690308,
     "m": 0.5
    },
    {
     "p": 0.07592329382896423,
     "m": 0.5
    },
    {
     "p": 0.06814882159233093,
     "m": 0.5
    },
    {
     "p": 0.10375140607357025,
     "m": 0.5
    },
    {
     "p": 0.06205104663968086,
     "m": 0.5
    },
    {
     "p": 0.05360767990350723,
     "m": 0.5
    },
    {
     "p": 0.0006527735386043787,
     "m": 0.5
    },
    {
     "p": 0.06164948269724846,
     "m": 0.5
    },
    {
     "p": 0.07076631486415863,
     "m": 0.5
    },
    {
     "p": 0.047398198395967484,
     "m": 0.5
    },
    {
     "p": 0.08204212039709091,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.9371786117553711,
   "val_loss": 0.957894504070282,
   "acc": 69.85,
   "time": 75.3315079920003,
   "param": [
    {
     "p": 0.22759804129600525,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.23348002135753632,
     "m": 0.5
    },
    {
     "p": 0.07065604627132416,
     "m": 0.5
    },
    {
     "p": 0.06929491460323334,
     "m": 0.5
    },
    {
     "p": 0.11591581255197525,
     "m": 0.5
    },
    {
     "p": 0.051608771085739136,
     "m": 0.5
    },
    {
     "p": 0.021019862964749336,
     "m": 0.5
    },
    {
     "p": 0.0,
     "m": 0.5
    },
    {
     "p": 0.03032841347157955,
     "m": 0.5
    },
    {
     "p": 0.058998893946409225,
     "m": 0.5
    },
    {
     "p": 0.017785167321562767,
     "m": 0.5
    },
    {
     "p": 0.1033141240477562,
     "m": 0.5
    }
   ]
  }
 ]
}