{
 "Accuracy": 68.72,
 "Time": [
  45.21421229103996,
  0.7672639700610647
 ],
 "Device": "GeForce GTX 1080 Ti",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "+Contrast",
  "+Color",
  "+Brightness",
  "+Sharpness",
  "-Contrast",
  "-Color",
  "-Brightness",
  "-Sharpness",
  "BadColor",
  "BadSharpness",
  "BadContrast",
  "BadBrightness"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.3648271560668945,
   "val_loss": 2.2521917819976807,
   "acc": 19.81,
   "time": 44.427392609,
   "param": [
    {
     "p": 0.09594690799713135,
     "m": 1.0
    },
    {
     "p": 0.05105229467153549,
     "m": 1.0
    },
    {
     "p": 0.06832632422447205,
     "m": 1.0
    },
    {
     "p": 0.06701958924531937,
     "m": 1.0
    },
    {
     "p": 0.03470662981271744,
     "m": 1.0
    },
    {
     "p": 0.04628424718976021,
     "m": 1.0
    },
    {
     "p": 0.0650285854935646,
     "m": 1.0
    },
    {
     "p": 0.059578947722911835,
     "m": 1.0
    },
    {
     "p": 0.03162942826747894,
     "m": 1.0
    },
    {
     "p": 0.05192073434591293,
     "m": 1.0
    },
    {
     "p": 0.05695837363600731,
     "m": 1.0
    },
    {
     "p": 0.06112498790025711,
     "m": 1.0
    },
    {
     "p": 0.04010885953903198,
     "m": 1.0
    },
    {
     "p": 0.05765294283628464,
     "m": 1.0
    },
    {
     "p": 0.02190490998327732,
     "m": 1.0
    },
    {
     "p": 0.030439401045441628,
     "m": 1.0
    },
    {
     "p": 0.026295199990272522,
     "m": 1.0
    },
    {
     "p": 0.029989710077643394,
     "m": 1.0
    },
    {
     "p": 0.03950555622577667,
     "m": 1.0
    },
    {
     "p": 0.06452641636133194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.219313621520996,
   "val_loss": 1.9449822902679443,
   "acc": 30.27,
   "time": 43.085749985,
   "param": [
    {
     "p": 0.10979996621608734,
     "m": 1.0
    },
    {
     "p": 0.04301813989877701,
     "m": 1.0
    },
    {
     "p": 0.06550625711679459,
     "m": 1.0
    },
    {
     "p": 0.0666116327047348,
     "m": 1.0
    },
    {
     "p": 0.03217683732509613,
     "m": 1.0
    },
    {
     "p": 0.029855020344257355,
     "m": 1.0
    },
    {
     "p": 0.059142086654901505,
     "m": 1.0
    },
    {
     "p": 0.06188643351197243,
     "m": 1.0
    },
    {
     "p": 0.018611861392855644,
     "m": 1.0
    },
    {
     "p": 0.07469240576028824,
     "m": 1.0
    },
    {
     "p": 0.03797738254070282,
     "m": 1.0
    },
    {
     "p": 0.07052142918109894,
     "m": 1.0
    },
    {
     "p": 0.0286436527967453,
     "m": 1.0
    },
    {
     "p": 0.07019464671611786,
     "m": 1.0
    },
    {
     "p": 0.040558040142059326,
     "m": 1.0
    },
    {
     "p": 0.01405552588403225,
     "m": 1.0
    },
    {
     "p": 0.07026275992393494,
     "m": 1.0
    },
    {
     "p": 0.038660354912281036,
     "m": 1.0
    },
    {
     "p": 0.01980600692331791,
     "m": 1.0
    },
    {
     "p": 0.04801952466368675,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 1.9606863260269165,
   "val_loss": 1.8544771671295166,
   "acc": 37.86,
   "time": 44.052026264000006,
   "param": [
    {
     "p": 0.13730603456497192,
     "m": 1.0
    },
    {
     "p": 0.030487824231386185,
     "m": 1.0
    },
    {
     "p": 0.06091531738638878,
     "m": 1.0
    },
    {
     "p": 0.07695543020963669,
     "m": 1.0
    },
    {
     "p": 0.009395086206495762,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0461622029542923,
     "m": 1.0
    },
    {
     "p": 0.05927315354347229,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13996510207653046,
     "m": 1.0
    },
    {
     "p": 0.023161625489592552,
     "m": 1.0
    },
    {
     "p": 0.07817598432302475,
     "m": 1.0
    },
    {
     "p": 0.019799746572971344,
     "m": 1.0
    },
    {
     "p": 0.06551647186279297,
     "m": 1.0
    },
    {
     "p": 0.08782115578651428,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08407577127218246,
     "m": 1.0
    },
    {
     "p": 0.028846852481365204,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05214228853583336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 1.65251886844635,
   "val_loss": 1.6852240562438965,
   "acc": 36.78,
   "time": 47.66950129200001,
   "param": [
    {
     "p": 0.18116861581802368,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06776967644691467,
     "m": 1.0
    },
    {
     "p": 0.07941976189613342,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03160680830478668,
     "m": 1.0
    },
    {
     "p": 0.02473270334303379,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.19344298541545868,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1028788834810257,
     "m": 1.0
    },
    {
     "p": 0.038592953234910965,
     "m": 1.0
    },
    {
     "p": 0.06076816841959953,
     "m": 1.0
    },
    {
     "p": 0.12770342826843262,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04661006107926369,
     "m": 1.0
    },
    {
     "p": 0.02589339204132557,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.019412480294704437,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.4905891418457031,
   "val_loss": 1.651390552520752,
   "acc": 40.95,
   "time": 47.47449402699999,
   "param": [
    {
     "p": 0.19860269129276276,
     "m": 1.0
    },
    {
     "p": 0.0030804432462900877,
     "m": 1.0
    },
    {
     "p": 0.06739518791437149,
     "m": 1.0
    },
    {
     "p": 0.0881732925772667,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01837456040084362,
     "m": 1.0
    },
    {
     "p": 0.011268925853073597,
     "m": 1.0
    },
    {
     "p": 0.0005233755800873041,
     "m": 1.0
    },
    {
     "p": 0.009936325252056122,
     "m": 1.0
    },
    {
     "p": 0.191316619515419,
     "m": 1.0
    },
    {
     "p": 0.005211849696934223,
     "m": 1.0
    },
    {
     "p": 0.11745820939540863,
     "m": 1.0
    },
    {
     "p": 0.035455502569675446,
     "m": 1.0
    },
    {
     "p": 0.057647451758384705,
     "m": 1.0
    },
    {
     "p": 0.12604714930057526,
     "m": 1.0
    },
    {
     "p": 0.004036027938127518,
     "m": 1.0
    },
    {
     "p": 0.02283128909766674,
     "m": 1.0
    },
    {
     "p": 0.031647708266973495,
     "m": 1.0
    },
    {
     "p": 0.010993421077728271,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.882616400718689,
   "val_loss": 1.5495154857635498,
   "acc": 44.19,
   "time": 47.870111020999985,
   "param": [
    {
     "p": 0.17112143337726593,
     "m": 1.0
    },
    {
     "p": 0.03872118517756462,
     "m": 1.0
    },
    {
     "p": 0.06259096413850784,
     "m": 1.0
    },
    {
     "p": 0.10851281881332397,
     "m": 1.0
    },
    {
     "p": 0.016420725733041763,
     "m": 1.0
    },
    {
     "p": 0.021333128213882446,
     "m": 1.0
    },
    {
     "p": 0.010608634911477566,
     "m": 1.0
    },
    {
     "p": 0.014420566149055958,
     "m": 1.0
    },
    {
     "p": 0.02645014226436615,
     "m": 1.0
    },
    {
     "p": 0.13975822925567627,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11141175776720047,
     "m": 1.0
    },
    {
     "p": 0.03214288130402565,
     "m": 1.0
    },
    {
     "p": 0.05633294954895973,
     "m": 1.0
    },
    {
     "p": 0.08140614628791809,
     "m": 1.0
    },
    {
     "p": 0.03681091219186783,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.048835206776857376,
     "m": 1.0
    },
    {
     "p": 0.023122379556298256,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.5949981212615967,
   "val_loss": 1.4198355674743652,
   "acc": 46.74,
   "time": 46.948271017000025,
   "param": [
    {
     "p": 0.1497834473848343,
     "m": 1.0
    },
    {
     "p": 0.04236125946044922,
     "m": 1.0
    },
    {
     "p": 0.06753408163785934,
     "m": 1.0
    },
    {
     "p": 0.12710005044937134,
     "m": 1.0
    },
    {
     "p": 0.012730895541608334,
     "m": 1.0
    },
    {
     "p": 0.003126410534605384,
     "m": 1.0
    },
    {
     "p": 0.029007935896515846,
     "m": 1.0
    },
    {
     "p": 0.02259845659136772,
     "m": 1.0
    },
    {
     "p": 0.023883609101176262,
     "m": 1.0
    },
    {
     "p": 0.11419901996850967,
     "m": 1.0
    },
    {
     "p": 0.0009269394213333726,
     "m": 1.0
    },
    {
     "p": 0.10411626100540161,
     "m": 1.0
    },
    {
     "p": 0.03919179365038872,
     "m": 1.0
    },
    {
     "p": 0.05257318168878555,
     "m": 1.0
    },
    {
     "p": 0.059343233704566956,
     "m": 1.0
    },
    {
     "p": 0.055309779942035675,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05982999503612518,
     "m": 1.0
    },
    {
     "p": 0.03638358414173126,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.2699631452560425,
   "val_loss": 1.43081533908844,
   "acc": 49.26,
   "time": 46.400252405,
   "param": [
    {
     "p": 0.12927931547164917,
     "m": 1.0
    },
    {
     "p": 0.03158196061849594,
     "m": 1.0
    },
    {
     "p": 0.07429172098636627,
     "m": 1.0
    },
    {
     "p": 0.1250205636024475,
     "m": 1.0
    },
    {
     "p": 0.0062927682884037495,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04002714529633522,
     "m": 1.0
    },
    {
     "p": 0.04907121881842613,
     "m": 1.0
    },
    {
     "p": 0.023635484278202057,
     "m": 1.0
    },
    {
     "p": 0.08960513025522232,
     "m": 1.0
    },
    {
     "p": 0.0009299189550802112,
     "m": 1.0
    },
    {
     "p": 0.10658306628465652,
     "m": 1.0
    },
    {
     "p": 0.040086109191179276,
     "m": 1.0
    },
    {
     "p": 0.049608148634433746,
     "m": 1.0
    },
    {
     "p": 0.06426773965358734,
     "m": 1.0
    },
    {
     "p": 0.07124024629592896,
     "m": 1.0
    },
    {
     "p": 0.0009529158123768866,
     "m": 1.0
    },
    {
     "p": 0.06287472695112228,
     "m": 1.0
    },
    {
     "p": 0.03464211896061897,
     "m": 1.0
    },
    {
     "p": 9.642898476158734e-06,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.500601053237915,
   "val_loss": 1.335524320602417,
   "acc": 47.66,
   "time": 47.47248175599998,
   "param": [
    {
     "p": 0.0997307226061821,
     "m": 1.0
    },
    {
     "p": 0.026742009446024895,
     "m": 1.0
    },
    {
     "p": 0.07737497240304947,
     "m": 1.0
    },
    {
     "p": 0.11394747346639633,
     "m": 1.0
    },
    {
     "p": 0.0017225643387064338,
     "m": 1.0
    },
    {
     "p": 0.0003517553850542754,
     "m": 1.0
    },
    {
     "p": 0.058230217546224594,
     "m": 1.0
    },
    {
     "p": 0.06090087071061134,
     "m": 1.0
    },
    {
     "p": 0.032301392406225204,
     "m": 1.0
    },
    {
     "p": 0.06423430889844894,
     "m": 1.0
    },
    {
     "p": 0.01291608065366745,
     "m": 1.0
    },
    {
     "p": 0.10283522307872772,
     "m": 1.0
    },
    {
     "p": 0.04969256371259689,
     "m": 1.0
    },
    {
     "p": 0.05702320486307144,
     "m": 1.0
    },
    {
     "p": 0.08047588169574738,
     "m": 1.0
    },
    {
     "p": 0.0662805512547493,
     "m": 1.0
    },
    {
     "p": 0.012874852865934372,
     "m": 1.0
    },
    {
     "p": 0.05832505598664284,
     "m": 1.0
    },
    {
     "p": 0.02298785373568535,
     "m": 1.0
    },
    {
     "p": 0.001052442705258727,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.5003024339675903,
   "val_loss": 1.4191687107086182,
   "acc": 52.31,
   "time": 45.77038786100002,
   "param": [
    {
     "p": 0.05110187083482742,
     "m": 1.0
    },
    {
     "p": 0.0380861796438694,
     "m": 1.0
    },
    {
     "p": 0.07817529141902924,
     "m": 1.0
    },
    {
     "p": 0.08070502430200577,
     "m": 1.0
    },
    {
     "p": 0.01159284170717001,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05673185735940933,
     "m": 1.0
    },
    {
     "p": 0.04778124392032623,
     "m": 1.0
    },
    {
     "p": 0.02586178295314312,
     "m": 1.0
    },
    {
     "p": 0.07046853750944138,
     "m": 1.0
    },
    {
     "p": 0.024110250174999237,
     "m": 1.0
    },
    {
     "p": 0.08556679636240005,
     "m": 1.0
    },
    {
     "p": 0.05671865865588188,
     "m": 1.0
    },
    {
     "p": 0.05212372541427612,
     "m": 1.0
    },
    {
     "p": 0.13657183945178986,
     "m": 1.0
    },
    {
     "p": 0.06431121379137039,
     "m": 1.0
    },
    {
     "p": 0.04649966210126877,
     "m": 1.0
    },
    {
     "p": 0.05652354657649994,
     "m": 1.0
    },
    {
     "p": 0.01706959679722786,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.7283568382263184,
   "val_loss": 1.3551143407821655,
   "acc": 51.92,
   "time": 45.59572446100003,
   "param": [
    {
     "p": 0.021349333226680756,
     "m": 1.0
    },
    {
     "p": 0.026494648307561874,
     "m": 1.0
    },
    {
     "p": 0.07627535611391068,
     "m": 1.0
    },
    {
     "p": 0.07374158501625061,
     "m": 1.0
    },
    {
     "p": 0.013271206989884377,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06502242386341095,
     "m": 1.0
    },
    {
     "p": 0.051809851080179214,
     "m": 1.0
    },
    {
     "p": 0.02561398781836033,
     "m": 1.0
    },
    {
     "p": 0.06996133923530579,
     "m": 1.0
    },
    {
     "p": 0.028621550649404526,
     "m": 1.0
    },
    {
     "p": 0.0801268219947815,
     "m": 1.0
    },
    {
     "p": 0.04688391834497452,
     "m": 1.0
    },
    {
     "p": 0.05782778933644295,
     "m": 1.0
    },
    {
     "p": 0.15224140882492065,
     "m": 1.0
    },
    {
     "p": 0.07015489786863327,
     "m": 1.0
    },
    {
     "p": 0.06843025237321854,
     "m": 1.0
    },
    {
     "p": 0.0567118339240551,
     "m": 1.0
    },
    {
     "p": 0.015461807139217854,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.5199943780899048,
   "val_loss": 1.1866291761398315,
   "acc": 54.18,
   "time": 46.24400794400003,
   "param": [
    {
     "p": 0.005531421396881342,
     "m": 1.0
    },
    {
     "p": 0.020224938169121742,
     "m": 1.0
    },
    {
     "p": 0.0778416246175766,
     "m": 1.0
    },
    {
     "p": 0.0643991008400917,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01568417064845562,
     "m": 1.0
    },
    {
     "p": 0.05681203305721283,
     "m": 1.0
    },
    {
     "p": 0.05910518765449524,
     "m": 1.0
    },
    {
     "p": 0.0415826179087162,
     "m": 1.0
    },
    {
     "p": 0.08386532962322235,
     "m": 1.0
    },
    {
     "p": 0.03155428543686867,
     "m": 1.0
    },
    {
     "p": 0.087868832051754,
     "m": 1.0
    },
    {
     "p": 0.048852622509002686,
     "m": 1.0
    },
    {
     "p": 0.0576678030192852,
     "m": 1.0
    },
    {
     "p": 0.16093376278877258,
     "m": 1.0
    },
    {
     "p": 0.06232327222824097,
     "m": 1.0
    },
    {
     "p": 0.05084272846579552,
     "m": 1.0
    },
    {
     "p": 0.053939495235681534,
     "m": 1.0
    },
    {
     "p": 0.01825144700706005,
     "m": 1.0
    },
    {
     "p": 0.0027193506248295307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.5127559900283813,
   "val_loss": 1.328371524810791,
   "acc": 56.44,
   "time": 46.22109294100005,
   "param": [
    {
     "p": 0.024143608286976814,
     "m": 1.0
    },
    {
     "p": 0.02894849143922329,
     "m": 1.0
    },
    {
     "p": 0.07606597989797592,
     "m": 1.0
    },
    {
     "p": 0.05969122797250748,
     "m": 1.0
    },
    {
     "p": 0.0011510251788422465,
     "m": 1.0
    },
    {
     "p": 0.01174753438681364,
     "m": 1.0
    },
    {
     "p": 0.035971611738204956,
     "m": 1.0
    },
    {
     "p": 0.03597763553261757,
     "m": 1.0
    },
    {
     "p": 0.05300075188279152,
     "m": 1.0
    },
    {
     "p": 0.08508728444576263,
     "m": 1.0
    },
    {
     "p": 0.035318877547979355,
     "m": 1.0
    },
    {
     "p": 0.10381637513637543,
     "m": 1.0
    },
    {
     "p": 0.06854191422462463,
     "m": 1.0
    },
    {
     "p": 0.062250711023807526,
     "m": 1.0
    },
    {
     "p": 0.14472196996212006,
     "m": 1.0
    },
    {
     "p": 0.05821065977215767,
     "m": 1.0
    },
    {
     "p": 0.038002289831638336,
     "m": 1.0
    },
    {
     "p": 0.046943843364715576,
     "m": 1.0
    },
    {
     "p": 0.017586806789040565,
     "m": 1.0
    },
    {
     "p": 0.012821312993764877,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.165840744972229,
   "val_loss": 1.3770126104354858,
   "acc": 54.35,
   "time": 46.29639866100001,
   "param": [
    {
     "p": 0.03797399625182152,
     "m": 1.0
    },
    {
     "p": 0.023876842111349106,
     "m": 1.0
    },
    {
     "p": 0.060123685747385025,
     "m": 1.0
    },
    {
     "p": 0.053658612072467804,
     "m": 1.0
    },
    {
     "p": 0.005945129785686731,
     "m": 1.0
    },
    {
     "p": 0.009908352978527546,
     "m": 1.0
    },
    {
     "p": 0.0167290847748518,
     "m": 1.0
    },
    {
     "p": 0.037186916917562485,
     "m": 1.0
    },
    {
     "p": 0.06559906154870987,
     "m": 1.0
    },
    {
     "p": 0.08307547867298126,
     "m": 1.0
    },
    {
     "p": 0.03534337133169174,
     "m": 1.0
    },
    {
     "p": 0.1019950583577156,
     "m": 1.0
    },
    {
     "p": 0.07874598354101181,
     "m": 1.0
    },
    {
     "p": 0.08342532068490982,
     "m": 1.0
    },
    {
     "p": 0.1292996108531952,
     "m": 1.0
    },
    {
     "p": 0.08107363432645798,
     "m": 1.0
    },
    {
     "p": 0.01251599844545126,
     "m": 1.0
    },
    {
     "p": 0.027647854760289192,
     "m": 1.0
    },
    {
     "p": 0.027880290523171425,
     "m": 1.0
    },
    {
     "p": 0.027995789423584938,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.1170016527175903,
   "val_loss": 1.2419871091842651,
   "acc": 56.31,
   "time": 46.29675924100002,
   "param": [
    {
     "p": 0.04977579042315483,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.040265049785375595,
     "m": 1.0
    },
    {
     "p": 0.04198192432522774,
     "m": 1.0
    },
    {
     "p": 0.013079033233225346,
     "m": 1.0
    },
    {
     "p": 0.017536405473947525,
     "m": 1.0
    },
    {
     "p": 0.025192325934767723,
     "m": 1.0
    },
    {
     "p": 0.05019450932741165,
     "m": 1.0
    },
    {
     "p": 0.055692918598651886,
     "m": 1.0
    },
    {
     "p": 0.07471048086881638,
     "m": 1.0
    },
    {
     "p": 0.05952855199575424,
     "m": 1.0
    },
    {
     "p": 0.07649305462837219,
     "m": 1.0
    },
    {
     "p": 0.05827240273356438,
     "m": 1.0
    },
    {
     "p": 0.09494166076183319,
     "m": 1.0
    },
    {
     "p": 0.09811969101428986,
     "m": 1.0
    },
    {
     "p": 0.08518382906913757,
     "m": 1.0
    },
    {
     "p": 0.03308660537004471,
     "m": 1.0
    },
    {
     "p": 0.04311555251479149,
     "m": 1.0
    },
    {
     "p": 0.04133116453886032,
     "m": 1.0
    },
    {
     "p": 0.04149902984499931,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.1870588064193726,
   "val_loss": 1.1091015338897705,
   "acc": 57.62,
   "time": 45.389306046,
   "param": [
    {
     "p": 0.037246737629175186,
     "m": 1.0
    },
    {
     "p": 0.0037135358434170485,
     "m": 1.0
    },
    {
     "p": 0.0318225659430027,
     "m": 1.0
    },
    {
     "p": 0.02110160142183304,
     "m": 1.0
    },
    {
     "p": 0.015495996922254562,
     "m": 1.0
    },
    {
     "p": 0.024963466450572014,
     "m": 1.0
    },
    {
     "p": 0.040928661823272705,
     "m": 1.0
    },
    {
     "p": 0.04734009876847267,
     "m": 1.0
    },
    {
     "p": 0.03870915621519089,
     "m": 1.0
    },
    {
     "p": 0.0719718486070633,
     "m": 1.0
    },
    {
     "p": 0.08339520543813705,
     "m": 1.0
    },
    {
     "p": 0.058564018458127975,
     "m": 1.0
    },
    {
     "p": 0.036026474088430405,
     "m": 1.0
    },
    {
     "p": 0.09787572175264359,
     "m": 1.0
    },
    {
     "p": 0.08916958421468735,
     "m": 1.0
    },
    {
     "p": 0.07148928195238113,
     "m": 1.0
    },
    {
     "p": 0.07096103578805923,
     "m": 1.0
    },
    {
     "p": 0.047135088592767715,
     "m": 1.0
    },
    {
     "p": 0.05118696391582489,
     "m": 1.0
    },
    {
     "p": 0.06090299412608147,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.286258339881897,
   "val_loss": 1.1474642753601074,
   "acc": 57.32,
   "time": 45.65989123600002,
   "param": [
    {
     "p": 0.035617753863334656,
     "m": 1.0
    },
    {
     "p": 0.004897717852145433,
     "m": 1.0
    },
    {
     "p": 0.04341677576303482,
     "m": 1.0
    },
    {
     "p": 0.01655096374452114,
     "m": 1.0
    },
    {
     "p": 0.0041988082230091095,
     "m": 1.0
    },
    {
     "p": 0.017728077247738838,
     "m": 1.0
    },
    {
     "p": 0.04692886769771576,
     "m": 1.0
    },
    {
     "p": 0.05236085131764412,
     "m": 1.0
    },
    {
     "p": 0.029532277956604958,
     "m": 1.0
    },
    {
     "p": 0.07864179462194443,
     "m": 1.0
    },
    {
     "p": 0.0848754495382309,
     "m": 1.0
    },
    {
     "p": 0.07391519099473953,
     "m": 1.0
    },
    {
     "p": 0.05591276288032532,
     "m": 1.0
    },
    {
     "p": 0.08175927400588989,
     "m": 1.0
    },
    {
     "p": 0.08974996954202652,
     "m": 1.0
    },
    {
     "p": 0.05615399777889252,
     "m": 1.0
    },
    {
     "p": 0.07641168683767319,
     "m": 1.0
    },
    {
     "p": 0.04823799058794975,
     "m": 1.0
    },
    {
     "p": 0.04935947805643082,
     "m": 1.0
    },
    {
     "p": 0.05375029891729355,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.2013403177261353,
   "val_loss": 1.1268600225448608,
   "acc": 59.51,
   "time": 45.81256558200005,
   "param": [
    {
     "p": 0.0362485907971859,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.040550347417593,
     "m": 1.0
    },
    {
     "p": 0.026096610352396965,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0358831062912941,
     "m": 1.0
    },
    {
     "p": 0.07563530653715134,
     "m": 1.0
    },
    {
     "p": 0.020511973649263382,
     "m": 1.0
    },
    {
     "p": 0.085511215031147,
     "m": 1.0
    },
    {
     "p": 0.07087530195713043,
     "m": 1.0
    },
    {
     "p": 0.09370753914117813,
     "m": 1.0
    },
    {
     "p": 0.06534923613071442,
     "m": 1.0
    },
    {
     "p": 0.07635682076215744,
     "m": 1.0
    },
    {
     "p": 0.09702855348587036,
     "m": 1.0
    },
    {
     "p": 0.05322076752781868,
     "m": 1.0
    },
    {
     "p": 0.07996856421232224,
     "m": 1.0
    },
    {
     "p": 0.05278480052947998,
     "m": 1.0
    },
    {
     "p": 0.04503529891371727,
     "m": 1.0
    },
    {
     "p": 0.04523593559861183,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.0626373291015625,
   "val_loss": 1.1566262245178223,
   "acc": 59.51,
   "time": 44.86593282000001,
   "param": [
    {
     "p": 0.05220251530408859,
     "m": 1.0
    },
    {
     "p": 0.006516472436487675,
     "m": 1.0
    },
    {
     "p": 0.0320969894528389,
     "m": 1.0
    },
    {
     "p": 0.05246976763010025,
     "m": 1.0
    },
    {
     "p": 0.020480124279856682,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.031881045550107956,
     "m": 1.0
    },
    {
     "p": 0.10454902797937393,
     "m": 1.0
    },
    {
     "p": 0.012794640846550465,
     "m": 1.0
    },
    {
     "p": 0.08271897584199905,
     "m": 1.0
    },
    {
     "p": 0.05713886395096779,
     "m": 1.0
    },
    {
     "p": 0.07990284264087677,
     "m": 1.0
    },
    {
     "p": 0.06625819951295853,
     "m": 1.0
    },
    {
     "p": 0.06519801169633865,
     "m": 1.0
    },
    {
     "p": 0.0911550223827362,
     "m": 1.0
    },
    {
     "p": 0.05581017956137657,
     "m": 1.0
    },
    {
     "p": 0.06919743865728378,
     "m": 1.0
    },
    {
     "p": 0.0486912839114666,
     "m": 1.0
    },
    {
     "p": 0.03141763433814049,
     "m": 1.0
    },
    {
     "p": 0.039520759135484695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 0.9696982502937317,
   "val_loss": 1.13189697265625,
   "acc": 60.81,
   "time": 45.592752866999945,
   "param": [
    {
     "p": 0.06528785824775696,
     "m": 1.0
    },
    {
     "p": 0.02111179009079933,
     "m": 1.0
    },
    {
     "p": 0.028046688064932823,
     "m": 1.0
    },
    {
     "p": 0.05574316531419754,
     "m": 1.0
    },
    {
     "p": 0.03679971769452095,
     "m": 1.0
    },
    {
     "p": 0.02049056626856327,
     "m": 1.0
    },
    {
     "p": 0.04781166464090347,
     "m": 1.0
    },
    {
     "p": 0.11429866403341293,
     "m": 1.0
    },
    {
     "p": 0.02667125128209591,
     "m": 1.0
    },
    {
     "p": 0.07523767650127411,
     "m": 1.0
    },
    {
     "p": 0.05642368271946907,
     "m": 1.0
    },
    {
     "p": 0.05935999006032944,
     "m": 1.0
    },
    {
     "p": 0.06263355910778046,
     "m": 1.0
    },
    {
     "p": 0.04824259504675865,
     "m": 1.0
    },
    {
     "p": 0.07226075232028961,
     "m": 1.0
    },
    {
     "p": 0.05374657362699509,
     "m": 1.0
    },
    {
     "p": 0.04185033217072487,
     "m": 1.0
    },
    {
     "p": 0.06428174674510956,
     "m": 1.0
    },
    {
     "p": 0.02013319917023182,
     "m": 1.0
    },
    {
     "p": 0.029568511992692947,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.134009599685669,
   "val_loss": 1.1646912097930908,
   "acc": 61.64,
   "time": 45.69685391500002,
   "param": [
    {
     "p": 0.06445157527923584,
     "m": 1.0
    },
    {
     "p": 0.03697671741247177,
     "m": 1.0
    },
    {
     "p": 0.032565511763095856,
     "m": 1.0
    },
    {
     "p": 0.027669621631503105,
     "m": 1.0
    },
    {
     "p": 0.03751961886882782,
     "m": 1.0
    },
    {
     "p": 0.029949847608804703,
     "m": 1.0
    },
    {
     "p": 0.06975923478603363,
     "m": 1.0
    },
    {
     "p": 0.1139606162905693,
     "m": 1.0
    },
    {
     "p": 0.04040725901722908,
     "m": 1.0
    },
    {
     "p": 0.06524519622325897,
     "m": 1.0
    },
    {
     "p": 0.07477227598428726,
     "m": 1.0
    },
    {
     "p": 0.04920973256230354,
     "m": 1.0
    },
    {
     "p": 0.07021947205066681,
     "m": 1.0
    },
    {
     "p": 0.029840797185897827,
     "m": 1.0
    },
    {
     "p": 0.05939626693725586,
     "m": 1.0
    },
    {
     "p": 0.06314893811941147,
     "m": 1.0
    },
    {
     "p": 0.06074861064553261,
     "m": 1.0
    },
    {
     "p": 0.06876959651708603,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0053889937698841095,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.1725664138793945,
   "val_loss": 1.080083966255188,
   "acc": 61.56,
   "time": 45.36377396099999,
   "param": [
    {
     "p": 0.06227507442235947,
     "m": 1.0
    },
    {
     "p": 0.05703946202993393,
     "m": 1.0
    },
    {
     "p": 0.04474736377596855,
     "m": 1.0
    },
    {
     "p": 0.016640540212392807,
     "m": 1.0
    },
    {
     "p": 0.022372443228960037,
     "m": 1.0
    },
    {
     "p": 0.020878886803984642,
     "m": 1.0
    },
    {
     "p": 0.0833183154463768,
     "m": 1.0
    },
    {
     "p": 0.09538856148719788,
     "m": 1.0
    },
    {
     "p": 0.05389274284243584,
     "m": 1.0
    },
    {
     "p": 0.05525403469800949,
     "m": 1.0
    },
    {
     "p": 0.07636834681034088,
     "m": 1.0
    },
    {
     "p": 0.03111611306667328,
     "m": 1.0
    },
    {
     "p": 0.08904442191123962,
     "m": 1.0
    },
    {
     "p": 0.03423585742712021,
     "m": 1.0
    },
    {
     "p": 0.046563733369112015,
     "m": 1.0
    },
    {
     "p": 0.08086439967155457,
     "m": 1.0
    },
    {
     "p": 0.06441837549209595,
     "m": 1.0
    },
    {
     "p": 0.06473124772310257,
     "m": 1.0
    },
    {
     "p": 0.0002641403116285801,
     "m": 1.0
    },
    {
     "p": 0.0005857726791873574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 0.8241237998008728,
   "val_loss": 1.091955304145813,
   "acc": 62.26,
   "time": 45.24179770599994,
   "param": [
    {
     "p": 0.06423229724168777,
     "m": 1.0
    },
    {
     "p": 0.049568936228752136,
     "m": 1.0
    },
    {
     "p": 0.07626251876354218,
     "m": 1.0
    },
    {
     "p": 0.021311428397893906,
     "m": 1.0
    },
    {
     "p": 0.008299438282847404,
     "m": 1.0
    },
    {
     "p": 0.013039587065577507,
     "m": 1.0
    },
    {
     "p": 0.07628892362117767,
     "m": 1.0
    },
    {
     "p": 0.061977569013834,
     "m": 1.0
    },
    {
     "p": 0.06668853014707565,
     "m": 1.0
    },
    {
     "p": 0.04357282444834709,
     "m": 1.0
    },
    {
     "p": 0.0681660994887352,
     "m": 1.0
    },
    {
     "p": 0.03402393311262131,
     "m": 1.0
    },
    {
     "p": 0.0780617967247963,
     "m": 1.0
    },
    {
     "p": 0.06482194364070892,
     "m": 1.0
    },
    {
     "p": 0.042999885976314545,
     "m": 1.0
    },
    {
     "p": 0.08239258080720901,
     "m": 1.0
    },
    {
     "p": 0.0691472515463829,
     "m": 1.0
    },
    {
     "p": 0.05473196133971214,
     "m": 1.0
    },
    {
     "p": 0.007950477302074432,
     "m": 1.0
    },
    {
     "p": 0.016461994498968124,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.1757838726043701,
   "val_loss": 1.0648874044418335,
   "acc": 62.53,
   "time": 45.80439514900013,
   "param": [
    {
     "p": 0.08189376443624496,
     "m": 1.0
    },
    {
     "p": 0.01476698275655508,
     "m": 1.0
    },
    {
     "p": 0.09207673370838165,
     "m": 1.0
    },
    {
     "p": 0.0016518330667167902,
     "m": 1.0
    },
    {
     "p": 2.5580846340744756e-05,
     "m": 1.0
    },
    {
     "p": 0.02474294789135456,
     "m": 1.0
    },
    {
     "p": 0.0389433279633522,
     "m": 1.0
    },
    {
     "p": 0.037018951028585434,
     "m": 1.0
    },
    {
     "p": 0.08309698849916458,
     "m": 1.0
    },
    {
     "p": 0.03946850448846817,
     "m": 1.0
    },
    {
     "p": 0.047014884650707245,
     "m": 1.0
    },
    {
     "p": 0.067190021276474,
     "m": 1.0
    },
    {
     "p": 0.08095095306634903,
     "m": 1.0
    },
    {
     "p": 0.0815219059586525,
     "m": 1.0
    },
    {
     "p": 0.05126982927322388,
     "m": 1.0
    },
    {
     "p": 0.09561170637607574,
     "m": 1.0
    },
    {
     "p": 0.06022639200091362,
     "m": 1.0
    },
    {
     "p": 0.056434258818626404,
     "m": 1.0
    },
    {
     "p": 0.022826828062534332,
     "m": 1.0
    },
    {
     "p": 0.02326756902039051,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.0751073360443115,
   "val_loss": 1.1099209785461426,
   "acc": 63.21,
   "time": 43.98767251100003,
   "param": [
    {
     "p": 0.09616018086671829,
     "m": 1.0
    },
    {
     "p": 0.0019184128614142537,
     "m": 1.0
    },
    {
     "p": 0.11303766071796417,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.010227538645267487,
     "m": 1.0
    },
    {
     "p": 0.03873195871710777,
     "m": 1.0
    },
    {
     "p": 0.02528499625623226,
     "m": 1.0
    },
    {
     "p": 0.04949778690934181,
     "m": 1.0
    },
    {
     "p": 0.09044578671455383,
     "m": 1.0
    },
    {
     "p": 0.03652026504278183,
     "m": 1.0
    },
    {
     "p": 0.029737435281276703,
     "m": 1.0
    },
    {
     "p": 0.06378605961799622,
     "m": 1.0
    },
    {
     "p": 0.08585283905267715,
     "m": 1.0
    },
    {
     "p": 0.07041604071855545,
     "m": 1.0
    },
    {
     "p": 0.0442948043346405,
     "m": 1.0
    },
    {
     "p": 0.09860941022634506,
     "m": 1.0
    },
    {
     "p": 0.040513698011636734,
     "m": 1.0
    },
    {
     "p": 0.04659491032361984,
     "m": 1.0
    },
    {
     "p": 0.03610784932971001,
     "m": 1.0
    },
    {
     "p": 0.02226225659251213,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 0.8941138386726379,
   "val_loss": 1.1455025672912598,
   "acc": 61.8,
   "time": 45.37772829200003,
   "param": [
    {
     "p": 0.0909610390663147,
     "m": 1.0
    },
    {
     "p": 0.015832003206014633,
     "m": 1.0
    },
    {
     "p": 0.1079171895980835,
     "m": 1.0
    },
    {
     "p": 0.0028098225593566895,
     "m": 1.0
    },
    {
     "p": 0.04541774094104767,
     "m": 1.0
    },
    {
     "p": 0.051372651010751724,
     "m": 1.0
    },
    {
     "p": 0.02640943042933941,
     "m": 1.0
    },
    {
     "p": 0.0449322909116745,
     "m": 1.0
    },
    {
     "p": 0.06725111603736877,
     "m": 1.0
    },
    {
     "p": 0.06757387518882751,
     "m": 1.0
    },
    {
     "p": 0.021665791049599648,
     "m": 1.0
    },
    {
     "p": 0.04732300341129303,
     "m": 1.0
    },
    {
     "p": 0.09560178965330124,
     "m": 1.0
    },
    {
     "p": 0.0673857182264328,
     "m": 1.0
    },
    {
     "p": 0.027707472443580627,
     "m": 1.0
    },
    {
     "p": 0.07867220044136047,
     "m": 1.0
    },
    {
     "p": 0.03859236463904381,
     "m": 1.0
    },
    {
     "p": 0.06276059150695801,
     "m": 1.0
    },
    {
     "p": 0.03624987229704857,
     "m": 1.0
    },
    {
     "p": 0.0035640152636915445,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.0961943864822388,
   "val_loss": 1.1583266258239746,
   "acc": 64.09,
   "time": 45.95626226099989,
   "param": [
    {
     "p": 0.0712650939822197,
     "m": 1.0
    },
    {
     "p": 0.03173506259918213,
     "m": 1.0
    },
    {
     "p": 0.07541035860776901,
     "m": 1.0
    },
    {
     "p": 0.015621758066117764,
     "m": 1.0
    },
    {
     "p": 0.06573398411273956,
     "m": 1.0
    },
    {
     "p": 0.05278627574443817,
     "m": 1.0
    },
    {
     "p": 0.0375986248254776,
     "m": 1.0
    },
    {
     "p": 0.030159449204802513,
     "m": 1.0
    },
    {
     "p": 0.0516364611685276,
     "m": 1.0
    },
    {
     "p": 0.08585520088672638,
     "m": 1.0
    },
    {
     "p": 0.02448691427707672,
     "m": 1.0
    },
    {
     "p": 0.03923777863383293,
     "m": 1.0
    },
    {
     "p": 0.13408246636390686,
     "m": 1.0
    },
    {
     "p": 0.04995303601026535,
     "m": 1.0
    },
    {
     "p": 0.01567731611430645,
     "m": 1.0
    },
    {
     "p": 0.05783617123961449,
     "m": 1.0
    },
    {
     "p": 0.021522214636206627,
     "m": 1.0
    },
    {
     "p": 0.09574660658836365,
     "m": 1.0
    },
    {
     "p": 0.023525334894657135,
     "m": 1.0
    },
    {
     "p": 0.02012985199689865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.0719048976898193,
   "val_loss": 1.0268768072128296,
   "acc": 63.34,
   "time": 44.89742683299983,
   "param": [
    {
     "p": 0.06988243013620377,
     "m": 1.0
    },
    {
     "p": 0.04308813437819481,
     "m": 1.0
    },
    {
     "p": 0.07336828112602234,
     "m": 1.0
    },
    {
     "p": 0.06295435130596161,
     "m": 1.0
    },
    {
     "p": 0.05529322847723961,
     "m": 1.0
    },
    {
     "p": 0.03684024140238762,
     "m": 1.0
    },
    {
     "p": 0.0509503111243248,
     "m": 1.0
    },
    {
     "p": 0.01938742771744728,
     "m": 1.0
    },
    {
     "p": 0.036933619529008865,
     "m": 1.0
    },
    {
     "p": 0.07353813946247101,
     "m": 1.0
    },
    {
     "p": 0.027370242401957512,
     "m": 1.0
    },
    {
     "p": 0.03903641179203987,
     "m": 1.0
    },
    {
     "p": 0.1680871546268463,
     "m": 1.0
    },
    {
     "p": 0.05311717838048935,
     "m": 1.0
    },
    {
     "p": 0.0026792078278958797,
     "m": 1.0
    },
    {
     "p": 0.047541745007038116,
     "m": 1.0
    },
    {
     "p": 0.00499856797978282,
     "m": 1.0
    },
    {
     "p": 0.09788534045219421,
     "m": 1.0
    },
    {
     "p": 0.014909963123500347,
     "m": 1.0
    },
    {
     "p": 0.022137941792607307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.1858166456222534,
   "val_loss": 1.13413405418396,
   "acc": 64.26,
   "time": 44.619326481000144,
   "param": [
    {
     "p": 0.07259181886911392,
     "m": 1.0
    },
    {
     "p": 0.03671643137931824,
     "m": 1.0
    },
    {
     "p": 0.0692235454916954,
     "m": 1.0
    },
    {
     "p": 0.08924145996570587,
     "m": 1.0
    },
    {
     "p": 0.03367355093359947,
     "m": 1.0
    },
    {
     "p": 0.03604821488261223,
     "m": 1.0
    },
    {
     "p": 0.04844565689563751,
     "m": 1.0
    },
    {
     "p": 0.02626209706068039,
     "m": 1.0
    },
    {
     "p": 0.03464294970035553,
     "m": 1.0
    },
    {
     "p": 0.05565180256962776,
     "m": 1.0
    },
    {
     "p": 0.041551895439624786,
     "m": 1.0
    },
    {
     "p": 0.03921157494187355,
     "m": 1.0
    },
    {
     "p": 0.1566663682460785,
     "m": 1.0
    },
    {
     "p": 0.06717272102832794,
     "m": 1.0
    },
    {
     "p": 0.01666284166276455,
     "m": 1.0
    },
    {
     "p": 0.048999398946762085,
     "m": 1.0
    },
    {
     "p": 0.0206934604793787,
     "m": 1.0
    },
    {
     "p": 0.06347916275262833,
     "m": 1.0
    },
    {
     "p": 0.022230487316846848,
     "m": 1.0
    },
    {
     "p": 0.02083451859652996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 0.938829779624939,
   "val_loss": 1.1126112937927246,
   "acc": 63.79,
   "time": 44.618509741000025,
   "param": [
    {
     "p": 0.07349843531847,
     "m": 1.0
    },
    {
     "p": 0.026634572073817253,
     "m": 1.0
    },
    {
     "p": 0.061180099844932556,
     "m": 1.0
    },
    {
     "p": 0.07332257926464081,
     "m": 1.0
    },
    {
     "p": 0.01835707761347294,
     "m": 1.0
    },
    {
     "p": 0.04152579605579376,
     "m": 1.0
    },
    {
     "p": 0.05668076500296593,
     "m": 1.0
    },
    {
     "p": 0.049784090369939804,
     "m": 1.0
    },
    {
     "p": 0.04525774344801903,
     "m": 1.0
    },
    {
     "p": 0.04374953359365463,
     "m": 1.0
    },
    {
     "p": 0.05222088098526001,
     "m": 1.0
    },
    {
     "p": 0.043686095625162125,
     "m": 1.0
    },
    {
     "p": 0.11217519640922546,
     "m": 1.0
    },
    {
     "p": 0.07896284759044647,
     "m": 1.0
    },
    {
     "p": 0.02506640926003456,
     "m": 1.0
    },
    {
     "p": 0.05584153160452843,
     "m": 1.0
    },
    {
     "p": 0.04825606569647789,
     "m": 1.0
    },
    {
     "p": 0.031902384012937546,
     "m": 1.0
    },
    {
     "p": 0.032397329807281494,
     "m": 1.0
    },
    {
     "p": 0.02950051985681057,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 0.9404296875,
   "val_loss": 1.0130407810211182,
   "acc": 64.45,
   "time": 44.88847527799999,
   "param": [
    {
     "p": 0.0591009221971035,
     "m": 1.0
    },
    {
     "p": 0.024158626794815063,
     "m": 1.0
    },
    {
     "p": 0.052759021520614624,
     "m": 1.0
    },
    {
     "p": 0.056444499641656876,
     "m": 1.0
    },
    {
     "p": 0.02120024338364601,
     "m": 1.0
    },
    {
     "p": 0.04672486335039139,
     "m": 1.0
    },
    {
     "p": 0.05356290936470032,
     "m": 1.0
    },
    {
     "p": 0.06760489195585251,
     "m": 1.0
    },
    {
     "p": 0.06058305874466896,
     "m": 1.0
    },
    {
     "p": 0.0652129277586937,
     "m": 1.0
    },
    {
     "p": 0.07321536540985107,
     "m": 1.0
    },
    {
     "p": 0.040951985865831375,
     "m": 1.0
    },
    {
     "p": 0.06329406052827835,
     "m": 1.0
    },
    {
     "p": 0.08279399573802948,
     "m": 1.0
    },
    {
     "p": 0.019715432077646255,
     "m": 1.0
    },
    {
     "p": 0.048935674130916595,
     "m": 1.0
    },
    {
     "p": 0.05645539239048958,
     "m": 1.0
    },
    {
     "p": 0.029162032529711723,
     "m": 1.0
    },
    {
     "p": 0.03285514563322067,
     "m": 1.0
    },
    {
     "p": 0.045269012451171875,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 0.9620296955108643,
   "val_loss": 1.0352925062179565,
   "acc": 63.68,
   "time": 44.82875816000001,
   "param": [
    {
     "p": 0.04990566521883011,
     "m": 1.0
    },
    {
     "p": 0.02762880176305771,
     "m": 1.0
    },
    {
     "p": 0.04405520483851433,
     "m": 1.0
    },
    {
     "p": 0.060238391160964966,
     "m": 1.0
    },
    {
     "p": 0.028496738523244858,
     "m": 1.0
    },
    {
     "p": 0.03622287139296532,
     "m": 1.0
    },
    {
     "p": 0.0471055842936039,
     "m": 1.0
    },
    {
     "p": 0.09146466106176376,
     "m": 1.0
    },
    {
     "p": 0.0666523277759552,
     "m": 1.0
    },
    {
     "p": 0.08793782442808151,
     "m": 1.0
    },
    {
     "p": 0.08035723119974136,
     "m": 1.0
    },
    {
     "p": 0.03736540302634239,
     "m": 1.0
    },
    {
     "p": 0.03753196448087692,
     "m": 1.0
    },
    {
     "p": 0.08866044878959656,
     "m": 1.0
    },
    {
     "p": 0.014079229906201363,
     "m": 1.0
    },
    {
     "p": 0.03801887854933739,
     "m": 1.0
    },
    {
     "p": 0.03955727815628052,
     "m": 1.0
    },
    {
     "p": 0.046492207795381546,
     "m": 1.0
    },
    {
     "p": 0.03179849684238434,
     "m": 1.0
    },
    {
     "p": 0.04643072932958603,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.1324647665023804,
   "val_loss": 1.0826431512832642,
   "acc": 65.07,
   "time": 44.98074212100005,
   "param": [
    {
     "p": 0.051055505871772766,
     "m": 1.0
    },
    {
     "p": 0.025797924026846886,
     "m": 1.0
    },
    {
     "p": 0.03880469873547554,
     "m": 1.0
    },
    {
     "p": 0.056435391306877136,
     "m": 1.0
    },
    {
     "p": 0.0362422876060009,
     "m": 1.0
    },
    {
     "p": 0.0268722977489233,
     "m": 1.0
    },
    {
     "p": 0.021257633343338966,
     "m": 1.0
    },
    {
     "p": 0.08423150330781937,
     "m": 1.0
    },
    {
     "p": 0.07124223560094833,
     "m": 1.0
    },
    {
     "p": 0.11745155602693558,
     "m": 1.0
    },
    {
     "p": 0.09435846656560898,
     "m": 1.0
    },
    {
     "p": 0.04043414071202278,
     "m": 1.0
    },
    {
     "p": 0.03959408774971962,
     "m": 1.0
    },
    {
     "p": 0.07571826875209808,
     "m": 1.0
    },
    {
     "p": 0.026892177760601044,
     "m": 1.0
    },
    {
     "p": 0.04053434357047081,
     "m": 1.0
    },
    {
     "p": 0.030873294919729233,
     "m": 1.0
    },
    {
     "p": 0.05648941546678543,
     "m": 1.0
    },
    {
     "p": 0.02835121378302574,
     "m": 1.0
    },
    {
     "p": 0.037363551557064056,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 0.858792245388031,
   "val_loss": 0.9949385523796082,
   "acc": 65.2,
   "time": 45.36878698099986,
   "param": [
    {
     "p": 0.05347032845020294,
     "m": 1.0
    },
    {
     "p": 0.02320360764861107,
     "m": 1.0
    },
    {
     "p": 0.02494075894355774,
     "m": 1.0
    },
    {
     "p": 0.04679935425519943,
     "m": 1.0
    },
    {
     "p": 0.04208007827401161,
     "m": 1.0
    },
    {
     "p": 0.04077565297484398,
     "m": 1.0
    },
    {
     "p": 0.013852663338184357,
     "m": 1.0
    },
    {
     "p": 0.07565418630838394,
     "m": 1.0
    },
    {
     "p": 0.05542132630944252,
     "m": 1.0
    },
    {
     "p": 0.11084182560443878,
     "m": 1.0
    },
    {
     "p": 0.09451935440301895,
     "m": 1.0
    },
    {
     "p": 0.048236846923828125,
     "m": 1.0
    },
    {
     "p": 0.046494510024785995,
     "m": 1.0
    },
    {
     "p": 0.0680193081498146,
     "m": 1.0
    },
    {
     "p": 0.0503540113568306,
     "m": 1.0
    },
    {
     "p": 0.0497436448931694,
     "m": 1.0
    },
    {
     "p": 0.026172826066613197,
     "m": 1.0
    },
    {
     "p": 0.06863866746425629,
     "m": 1.0
    },
    {
     "p": 0.026002565398812294,
     "m": 1.0
    },
    {
     "p": 0.0347784087061882,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 0.8075001239776611,
   "val_loss": 0.9317421317100525,
   "acc": 65.14,
   "time": 45.43159970199986,
   "param": [
    {
     "p": 0.05388234183192253,
     "m": 1.0
    },
    {
     "p": 0.022424664348363876,
     "m": 1.0
    },
    {
     "p": 0.02350245974957943,
     "m": 1.0
    },
    {
     "p": 0.058565810322761536,
     "m": 1.0
    },
    {
     "p": 0.052821822464466095,
     "m": 1.0
    },
    {
     "p": 0.03446504473686218,
     "m": 1.0
    },
    {
     "p": 0.03102291002869606,
     "m": 1.0
    },
    {
     "p": 0.0595279224216938,
     "m": 1.0
    },
    {
     "p": 0.02549157291650772,
     "m": 1.0
    },
    {
     "p": 0.08728723973035812,
     "m": 1.0
    },
    {
     "p": 0.07961548864841461,
     "m": 1.0
    },
    {
     "p": 0.0531022809445858,
     "m": 1.0
    },
    {
     "p": 0.06508266925811768,
     "m": 1.0
    },
    {
     "p": 0.06414400786161423,
     "m": 1.0
    },
    {
     "p": 0.06697667390108109,
     "m": 1.0
    },
    {
     "p": 0.06949736177921295,
     "m": 1.0
    },
    {
     "p": 0.007518679369240999,
     "m": 1.0
    },
    {
     "p": 0.09397703409194946,
     "m": 1.0
    },
    {
     "p": 0.018628908321261406,
     "m": 1.0
    },
    {
     "p": 0.03246508166193962,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 0.7477562427520752,
   "val_loss": 1.0417697429656982,
   "acc": 64.83,
   "time": 45.30034532200011,
   "param": [
    {
     "p": 0.06829125434160233,
     "m": 1.0
    },
    {
     "p": 0.018991701304912567,
     "m": 1.0
    },
    {
     "p": 0.04894326999783516,
     "m": 1.0
    },
    {
     "p": 0.07301047444343567,
     "m": 1.0
    },
    {
     "p": 0.0464792475104332,
     "m": 1.0
    },
    {
     "p": 0.03159826248884201,
     "m": 1.0
    },
    {
     "p": 0.03579200804233551,
     "m": 1.0
    },
    {
     "p": 0.044774848967790604,
     "m": 1.0
    },
    {
     "p": 0.009518752805888653,
     "m": 1.0
    },
    {
     "p": 0.06830868870019913,
     "m": 1.0
    },
    {
     "p": 0.05681626871228218,
     "m": 1.0
    },
    {
     "p": 0.06272701919078827,
     "m": 1.0
    },
    {
     "p": 0.052010562270879745,
     "m": 1.0
    },
    {
     "p": 0.07893984764814377,
     "m": 1.0
    },
    {
     "p": 0.08530160039663315,
     "m": 1.0
    },
    {
     "p": 0.06264815479516983,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10567615181207657,
     "m": 1.0
    },
    {
     "p": 0.0016621220856904984,
     "m": 1.0
    },
    {
     "p": 0.04850979521870613,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 0.7923237681388855,
   "val_loss": 1.071371078491211,
   "acc": 64.61,
   "time": 44.653036978000046,
   "param": [
    {
     "p": 0.07929626107215881,
     "m": 1.0
    },
    {
     "p": 0.009733996354043484,
     "m": 1.0
    },
    {
     "p": 0.06378746777772903,
     "m": 1.0
    },
    {
     "p": 0.07465024292469025,
     "m": 1.0
    },
    {
     "p": 0.026063665747642517,
     "m": 1.0
    },
    {
     "p": 0.04193617030978203,
     "m": 1.0
    },
    {
     "p": 0.018237795680761337,
     "m": 1.0
    },
    {
     "p": 0.024370484054088593,
     "m": 1.0
    },
    {
     "p": 0.002026292961090803,
     "m": 1.0
    },
    {
     "p": 0.06115027144551277,
     "m": 1.0
    },
    {
     "p": 0.04703470319509506,
     "m": 1.0
    },
    {
     "p": 0.08893395215272903,
     "m": 1.0
    },
    {
     "p": 0.04867945611476898,
     "m": 1.0
    },
    {
     "p": 0.0778011903166771,
     "m": 1.0
    },
    {
     "p": 0.08867345750331879,
     "m": 1.0
    },
    {
     "p": 0.07501566410064697,
     "m": 1.0
    },
    {
     "p": 0.0021954260300844908,
     "m": 1.0
    },
    {
     "p": 0.10341573506593704,
     "m": 1.0
    },
    {
     "p": 0.000874039891641587,
     "m": 1.0
    },
    {
     "p": 0.06612365692853928,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 0.8709597587585449,
   "val_loss": 0.9559429883956909,
   "acc": 66.21,
   "time": 44.942766770999924,
   "param": [
    {
     "p": 0.10268649458885193,
     "m": 1.0
    },
    {
     "p": 0.02409605123102665,
     "m": 1.0
    },
    {
     "p": 0.05025352165102959,
     "m": 1.0
    },
    {
     "p": 0.0659404918551445,
     "m": 1.0
    },
    {
     "p": 0.028411222621798515,
     "m": 1.0
    },
    {
     "p": 0.06361547112464905,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.030505085363984108,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03496893122792244,
     "m": 1.0
    },
    {
     "p": 0.04009121283888817,
     "m": 1.0
    },
    {
     "p": 0.09341570734977722,
     "m": 1.0
    },
    {
     "p": 0.03459176793694496,
     "m": 1.0
    },
    {
     "p": 0.05154350399971008,
     "m": 1.0
    },
    {
     "p": 0.0804397463798523,
     "m": 1.0
    },
    {
     "p": 0.08722616732120514,
     "m": 1.0
    },
    {
     "p": 0.040108341723680496,
     "m": 1.0
    },
    {
     "p": 0.09392082691192627,
     "m": 1.0
    },
    {
     "p": 0.015628190711140633,
     "m": 1.0
    },
    {
     "p": 0.06255722790956497,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 0.6802529692649841,
   "val_loss": 0.9754156470298767,
   "acc": 65.13,
   "time": 45.188778244000105,
   "param": [
    {
     "p": 0.11144238710403442,
     "m": 1.0
    },
    {
     "p": 0.028200479224324226,
     "m": 1.0
    },
    {
     "p": 0.04405447095632553,
     "m": 1.0
    },
    {
     "p": 0.05582436919212341,
     "m": 1.0
    },
    {
     "p": 0.04162680357694626,
     "m": 1.0
    },
    {
     "p": 0.07149600982666016,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0460151843726635,
     "m": 1.0
    },
    {
     "p": 0.017833665013313293,
     "m": 1.0
    },
    {
     "p": 0.01844560168683529,
     "m": 1.0
    },
    {
     "p": 0.0405607745051384,
     "m": 1.0
    },
    {
     "p": 0.0901666134595871,
     "m": 1.0
    },
    {
     "p": 0.030605316162109375,
     "m": 1.0
    },
    {
     "p": 0.03704940527677536,
     "m": 1.0
    },
    {
     "p": 0.06150079518556595,
     "m": 1.0
    },
    {
     "p": 0.0946621298789978,
     "m": 1.0
    },
    {
     "p": 0.06543063372373581,
     "m": 1.0
    },
    {
     "p": 0.06564776599407196,
     "m": 1.0
    },
    {
     "p": 0.04036487266421318,
     "m": 1.0
    },
    {
     "p": 0.03907260671257973,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 0.8190118074417114,
   "val_loss": 1.0677835941314697,
   "acc": 66.28,
   "time": 44.464372168999944,
   "param": [
    {
     "p": 0.1289404034614563,
     "m": 1.0
    },
    {
     "p": 0.007453929632902145,
     "m": 1.0
    },
    {
     "p": 0.043981678783893585,
     "m": 1.0
    },
    {
     "p": 0.04217813163995743,
     "m": 1.0
    },
    {
     "p": 0.05642405524849892,
     "m": 1.0
    },
    {
     "p": 0.038349300622940063,
     "m": 1.0
    },
    {
     "p": 0.028910327702760696,
     "m": 1.0
    },
    {
     "p": 0.05428871512413025,
     "m": 1.0
    },
    {
     "p": 0.032224517315626144,
     "m": 1.0
    },
    {
     "p": 0.036852940917015076,
     "m": 1.0
    },
    {
     "p": 0.047378960996866226,
     "m": 1.0
    },
    {
     "p": 0.09326303750276566,
     "m": 1.0
    },
    {
     "p": 0.02748294733464718,
     "m": 1.0
    },
    {
     "p": 0.060532715171575546,
     "m": 1.0
    },
    {
     "p": 0.040439147502183914,
     "m": 1.0
    },
    {
     "p": 0.11149135231971741,
     "m": 1.0
    },
    {
     "p": 0.04597647860646248,
     "m": 1.0
    },
    {
     "p": 0.04484621807932854,
     "m": 1.0
    },
    {
     "p": 0.037260085344314575,
     "m": 1.0
    },
    {
     "p": 0.021724974736571312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 0.7576072812080383,
   "val_loss": 1.152748942375183,
   "acc": 64.29,
   "time": 45.41899726199995,
   "param": [
    {
     "p": 0.11524754762649536,
     "m": 1.0
    },
    {
     "p": 0.010370922274887562,
     "m": 1.0
    },
    {
     "p": 0.02798999845981598,
     "m": 1.0
    },
    {
     "p": 0.04310009628534317,
     "m": 1.0
    },
    {
     "p": 0.06317034363746643,
     "m": 1.0
    },
    {
     "p": 0.03144243732094765,
     "m": 1.0
    },
    {
     "p": 0.04996929317712784,
     "m": 1.0
    },
    {
     "p": 0.035852812230587006,
     "m": 1.0
    },
    {
     "p": 0.06429066509008408,
     "m": 1.0
    },
    {
     "p": 0.047348927706480026,
     "m": 1.0
    },
    {
     "p": 0.06625669449567795,
     "m": 1.0
    },
    {
     "p": 0.08682296425104141,
     "m": 1.0
    },
    {
     "p": 0.03353257477283478,
     "m": 1.0
    },
    {
     "p": 0.07828246802091599,
     "m": 1.0
    },
    {
     "p": 0.018474502488970757,
     "m": 1.0
    },
    {
     "p": 0.1112683042883873,
     "m": 1.0
    },
    {
     "p": 0.014271450228989124,
     "m": 1.0
    },
    {
     "p": 0.04869508370757103,
     "m": 1.0
    },
    {
     "p": 0.04855911806225777,
     "m": 1.0
    },
    {
     "p": 0.005053731147199869,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.597756564617157,
   "val_loss": 1.0491516590118408,
   "acc": 65.73,
   "time": 45.376222722999955,
   "param": [
    {
     "p": 0.07327592372894287,
     "m": 1.0
    },
    {
     "p": 0.028286375105381012,
     "m": 1.0
    },
    {
     "p": 0.01852547936141491,
     "m": 1.0
    },
    {
     "p": 0.040177054703235626,
     "m": 1.0
    },
    {
     "p": 0.03191452845931053,
     "m": 1.0
    },
    {
     "p": 0.06464824080467224,
     "m": 1.0
    },
    {
     "p": 0.055183906108140945,
     "m": 1.0
    },
    {
     "p": 0.03943603113293648,
     "m": 1.0
    },
    {
     "p": 0.07608526200056076,
     "m": 1.0
    },
    {
     "p": 0.04640569910407066,
     "m": 1.0
    },
    {
     "p": 0.0835302323102951,
     "m": 1.0
    },
    {
     "p": 0.06285291165113449,
     "m": 1.0
    },
    {
     "p": 0.03916485235095024,
     "m": 1.0
    },
    {
     "p": 0.08572983741760254,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11181437224149704,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08239149302244186,
     "m": 1.0
    },
    {
     "p": 0.05821233242750168,
     "m": 1.0
    },
    {
     "p": 0.002365404274314642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 0.8102959990501404,
   "val_loss": 1.0081405639648438,
   "acc": 65.87,
   "time": 45.31015925399993,
   "param": [
    {
     "p": 0.044705819338560104,
     "m": 1.0
    },
    {
     "p": 0.039186399430036545,
     "m": 1.0
    },
    {
     "p": 0.03724142909049988,
     "m": 1.0
    },
    {
     "p": 0.021420232951641083,
     "m": 1.0
    },
    {
     "p": 0.020568042993545532,
     "m": 1.0
    },
    {
     "p": 0.09209714084863663,
     "m": 1.0
    },
    {
     "p": 0.06234530732035637,
     "m": 1.0
    },
    {
     "p": 0.053747352212667465,
     "m": 1.0
    },
    {
     "p": 0.07165637612342834,
     "m": 1.0
    },
    {
     "p": 0.05697904899716377,
     "m": 1.0
    },
    {
     "p": 0.08203315734863281,
     "m": 1.0
    },
    {
     "p": 0.045175738632678986,
     "m": 1.0
    },
    {
     "p": 0.03281303867697716,
     "m": 1.0
    },
    {
     "p": 0.0917677953839302,
     "m": 1.0
    },
    {
     "p": 0.00048745685489848256,
     "m": 1.0
    },
    {
     "p": 0.1093347892165184,
     "m": 1.0
    },
    {
     "p": 0.00018255932081956416,
     "m": 1.0
    },
    {
     "p": 0.09984607994556427,
     "m": 1.0
    },
    {
     "p": 0.028397465124726295,
     "m": 1.0
    },
    {
     "p": 0.010014728643000126,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.6555179953575134,
   "val_loss": 1.0950068235397339,
   "acc": 65.45,
   "time": 45.61384061099989,
   "param": [
    {
     "p": 0.04370348900556564,
     "m": 1.0
    },
    {
     "p": 0.05249645933508873,
     "m": 1.0
    },
    {
     "p": 0.05452381819486618,
     "m": 1.0
    },
    {
     "p": 0.02342061512172222,
     "m": 1.0
    },
    {
     "p": 0.02347058244049549,
     "m": 1.0
    },
    {
     "p": 0.07767879962921143,
     "m": 1.0
    },
    {
     "p": 0.0685441642999649,
     "m": 1.0
    },
    {
     "p": 0.060536932200193405,
     "m": 1.0
    },
    {
     "p": 0.05889708176255226,
     "m": 1.0
    },
    {
     "p": 0.047670986503362656,
     "m": 1.0
    },
    {
     "p": 0.08701915293931961,
     "m": 1.0
    },
    {
     "p": 0.044076092541217804,
     "m": 1.0
    },
    {
     "p": 0.02613203413784504,
     "m": 1.0
    },
    {
     "p": 0.09830192476511002,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10086191445589066,
     "m": 1.0
    },
    {
     "p": 0.0036989578511565924,
     "m": 1.0
    },
    {
     "p": 0.09421271830797195,
     "m": 1.0
    },
    {
     "p": 0.005463068839162588,
     "m": 1.0
    },
    {
     "p": 0.02929123118519783,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 0.8124526143074036,
   "val_loss": 1.0387356281280518,
   "acc": 66.34,
   "time": 45.31908690599994,
   "param": [
    {
     "p": 0.05193537846207619,
     "m": 1.0
    },
    {
     "p": 0.07763590663671494,
     "m": 1.0
    },
    {
     "p": 0.07015185058116913,
     "m": 1.0
    },
    {
     "p": 0.028640737757086754,
     "m": 1.0
    },
    {
     "p": 0.027991129085421562,
     "m": 1.0
    },
    {
     "p": 0.06439995765686035,
     "m": 1.0
    },
    {
     "p": 0.06604272127151489,
     "m": 1.0
    },
    {
     "p": 0.05843702703714371,
     "m": 1.0
    },
    {
     "p": 0.04594322293996811,
     "m": 1.0
    },
    {
     "p": 0.04364383965730667,
     "m": 1.0
    },
    {
     "p": 0.08990751206874847,
     "m": 1.0
    },
    {
     "p": 0.04901043698191643,
     "m": 1.0
    },
    {
     "p": 0.01828923635184765,
     "m": 1.0
    },
    {
     "p": 0.07493378221988678,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08961234241724014,
     "m": 1.0
    },
    {
     "p": 0.04562218859791756,
     "m": 1.0
    },
    {
     "p": 0.05791034922003746,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03989240154623985,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 0.8542962670326233,
   "val_loss": 0.9614143967628479,
   "acc": 65.81,
   "time": 45.24875059999977,
   "param": [
    {
     "p": 0.0501294769346714,
     "m": 1.0
    },
    {
     "p": 0.06839840859174728,
     "m": 1.0
    },
    {
     "p": 0.08027129620313644,
     "m": 1.0
    },
    {
     "p": 0.06429336965084076,
     "m": 1.0
    },
    {
     "p": 0.039931848645210266,
     "m": 1.0
    },
    {
     "p": 0.07723072916269302,
     "m": 1.0
    },
    {
     "p": 0.033917173743247986,
     "m": 1.0
    },
    {
     "p": 0.05284453555941582,
     "m": 1.0
    },
    {
     "p": 0.02929733321070671,
     "m": 1.0
    },
    {
     "p": 0.055044472217559814,
     "m": 1.0
    },
    {
     "p": 0.08265317976474762,
     "m": 1.0
    },
    {
     "p": 0.04927659034729004,
     "m": 1.0
    },
    {
     "p": 0.019983699545264244,
     "m": 1.0
    },
    {
     "p": 0.05888628959655762,
     "m": 1.0
    },
    {
     "p": 0.000718644994776696,
     "m": 1.0
    },
    {
     "p": 0.06870469450950623,
     "m": 1.0
    },
    {
     "p": 0.07735250890254974,
     "m": 1.0
    },
    {
     "p": 0.03369075804948807,
     "m": 1.0
    },
    {
     "p": 0.021768668666481972,
     "m": 1.0
    },
    {
     "p": 0.03560630977153778,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 0.8377583622932434,
   "val_loss": 0.8984337449073792,
   "acc": 66.98,
   "time": 45.19083323799987,
   "param": [
    {
     "p": 0.05831293389201164,
     "m": 1.0
    },
    {
     "p": 0.031534623354673386,
     "m": 1.0
    },
    {
     "p": 0.07309404760599136,
     "m": 1.0
    },
    {
     "p": 0.08932258188724518,
     "m": 1.0
    },
    {
     "p": 0.05511104315519333,
     "m": 1.0
    },
    {
     "p": 0.05895361304283142,
     "m": 1.0
    },
    {
     "p": 0.011504306457936764,
     "m": 1.0
    },
    {
     "p": 0.06409204751253128,
     "m": 1.0
    },
    {
     "p": 0.021386973559856415,
     "m": 1.0
    },
    {
     "p": 0.06563220918178558,
     "m": 1.0
    },
    {
     "p": 0.0676092728972435,
     "m": 1.0
    },
    {
     "p": 0.043874554336071014,
     "m": 1.0
    },
    {
     "p": 0.0390794612467289,
     "m": 1.0
    },
    {
     "p": 0.05497973412275314,
     "m": 1.0
    },
    {
     "p": 0.01046301145106554,
     "m": 1.0
    },
    {
     "p": 0.054108601063489914,
     "m": 1.0
    },
    {
     "p": 0.08760394901037216,
     "m": 1.0
    },
    {
     "p": 0.03564184531569481,
     "m": 1.0
    },
    {
     "p": 0.03738914057612419,
     "m": 1.0
    },
    {
     "p": 0.04030609875917435,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.7605378031730652,
   "val_loss": 0.9544491767883301,
   "acc": 66.43,
   "time": 45.25661936400002,
   "param": [
    {
     "p": 0.06881837546825409,
     "m": 1.0
    },
    {
     "p": 0.0045373402535915375,
     "m": 1.0
    },
    {
     "p": 0.060186609625816345,
     "m": 1.0
    },
    {
     "p": 0.09118542075157166,
     "m": 1.0
    },
    {
     "p": 0.04959871992468834,
     "m": 1.0
    },
    {
     "p": 0.019639378413558006,
     "m": 1.0
    },
    {
     "p": 0.01970878802239895,
     "m": 1.0
    },
    {
     "p": 0.06857836246490479,
     "m": 1.0
    },
    {
     "p": 0.02618386223912239,
     "m": 1.0
    },
    {
     "p": 0.06274433434009552,
     "m": 1.0
    },
    {
     "p": 0.05965973436832428,
     "m": 1.0
    },
    {
     "p": 0.05391475930809975,
     "m": 1.0
    },
    {
     "p": 0.055719196796417236,
     "m": 1.0
    },
    {
     "p": 0.05352768674492836,
     "m": 1.0
    },
    {
     "p": 0.028934435918927193,
     "m": 1.0
    },
    {
     "p": 0.06181550770998001,
     "m": 1.0
    },
    {
     "p": 0.09878262877464294,
     "m": 1.0
    },
    {
     "p": 0.04638068377971649,
     "m": 1.0
    },
    {
     "p": 0.03408605605363846,
     "m": 1.0
    },
    {
     "p": 0.03599807247519493,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.6301907896995544,
   "val_loss": 1.0670698881149292,
   "acc": 67.14,
   "time": 45.31898056099999,
   "param": [
    {
     "p": 0.07024054229259491,
     "m": 1.0
    },
    {
     "p": 0.01883714273571968,
     "m": 1.0
    },
    {
     "p": 0.052515435963869095,
     "m": 1.0
    },
    {
     "p": 0.07357355952262878,
     "m": 1.0
    },
    {
     "p": 0.047762271016836166,
     "m": 1.0
    },
    {
     "p": 0.018411343917250633,
     "m": 1.0
    },
    {
     "p": 0.042657528072595596,
     "m": 1.0
    },
    {
     "p": 0.057647816836833954,
     "m": 1.0
    },
    {
     "p": 0.03774411976337433,
     "m": 1.0
    },
    {
     "p": 0.051015704870224,
     "m": 1.0
    },
    {
     "p": 0.04920926317572594,
     "m": 1.0
    },
    {
     "p": 0.07073035836219788,
     "m": 1.0
    },
    {
     "p": 0.06655915826559067,
     "m": 1.0
    },
    {
     "p": 0.057993333786726,
     "m": 1.0
    },
    {
     "p": 0.04140772297978401,
     "m": 1.0
    },
    {
     "p": 0.0713542252779007,
     "m": 1.0
    },
    {
     "p": 0.07784698158502579,
     "m": 1.0
    },
    {
     "p": 0.040361903607845306,
     "m": 1.0
    },
    {
     "p": 0.029408322647213936,
     "m": 1.0
    },
    {
     "p": 0.024723222479224205,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.7692497372627258,
   "val_loss": 0.9411225318908691,
   "acc": 66.43,
   "time": 45.23576912899989,
   "param": [
    {
     "p": 0.0827358216047287,
     "m": 1.0
    },
    {
     "p": 0.055678725242614746,
     "m": 1.0
    },
    {
     "p": 0.05723012983798981,
     "m": 1.0
    },
    {
     "p": 0.03094879910349846,
     "m": 1.0
    },
    {
     "p": 0.034016963094472885,
     "m": 1.0
    },
    {
     "p": 0.05209702253341675,
     "m": 1.0
    },
    {
     "p": 0.03801329433917999,
     "m": 1.0
    },
    {
     "p": 0.04943428933620453,
     "m": 1.0
    },
    {
     "p": 0.04233689233660698,
     "m": 1.0
    },
    {
     "p": 0.031242594122886658,
     "m": 1.0
    },
    {
     "p": 0.045289088040590286,
     "m": 1.0
    },
    {
     "p": 0.08240107446908951,
     "m": 1.0
    },
    {
     "p": 0.08621124178171158,
     "m": 1.0
    },
    {
     "p": 0.04270779341459274,
     "m": 1.0
    },
    {
     "p": 0.05872288718819618,
     "m": 1.0
    },
    {
     "p": 0.07965479046106339,
     "m": 1.0
    },
    {
     "p": 0.04850170388817787,
     "m": 1.0
    },
    {
     "p": 0.02341040037572384,
     "m": 1.0
    },
    {
     "p": 0.018665529787540436,
     "m": 1.0
    },
    {
     "p": 0.04070103168487549,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.6904391050338745,
   "val_loss": 0.9980428814888,
   "acc": 66.44,
   "time": 44.78285723499994,
   "param": [
    {
     "p": 0.08543973416090012,
     "m": 1.0
    },
    {
     "p": 0.053309790790081024,
     "m": 1.0
    },
    {
     "p": 0.05843750387430191,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03600343316793442,
     "m": 1.0
    },
    {
     "p": 0.07863308489322662,
     "m": 1.0
    },
    {
     "p": 0.030502842739224434,
     "m": 1.0
    },
    {
     "p": 0.07118043303489685,
     "m": 1.0
    },
    {
     "p": 0.053904592990875244,
     "m": 1.0
    },
    {
     "p": 0.01868719607591629,
     "m": 1.0
    },
    {
     "p": 0.040392085909843445,
     "m": 1.0
    },
    {
     "p": 0.08568834513425827,
     "m": 1.0
    },
    {
     "p": 0.10922663658857346,
     "m": 1.0
    },
    {
     "p": 0.03779555484652519,
     "m": 1.0
    },
    {
     "p": 0.05159427598118782,
     "m": 1.0
    },
    {
     "p": 0.08646190166473389,
     "m": 1.0
    },
    {
     "p": 0.02524278685450554,
     "m": 1.0
    },
    {
     "p": 0.02096005529165268,
     "m": 1.0
    },
    {
     "p": 0.010931362397968769,
     "m": 1.0
    },
    {
     "p": 0.045608412474393845,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.8308700919151306,
   "val_loss": 0.976592481136322,
   "acc": 67.2,
   "time": 44.36353852900038,
   "param": [
    {
     "p": 0.06811315566301346,
     "m": 1.0
    },
    {
     "p": 0.027087684720754623,
     "m": 1.0
    },
    {
     "p": 0.07851541042327881,
     "m": 1.0
    },
    {
     "p": 0.004736112430691719,
     "m": 1.0
    },
    {
     "p": 0.03817377984523773,
     "m": 1.0
    },
    {
     "p": 0.08218075335025787,
     "m": 1.0
    },
    {
     "p": 0.03711952269077301,
     "m": 1.0
    },
    {
     "p": 0.08544068783521652,
     "m": 1.0
    },
    {
     "p": 0.0644870176911354,
     "m": 1.0
    },
    {
     "p": 0.024310067296028137,
     "m": 1.0
    },
    {
     "p": 0.04793022200465202,
     "m": 1.0
    },
    {
     "p": 0.08557559549808502,
     "m": 1.0
    },
    {
     "p": 0.09113046526908875,
     "m": 1.0
    },
    {
     "p": 0.04349971190094948,
     "m": 1.0
    },
    {
     "p": 0.05037250742316246,
     "m": 1.0
    },
    {
     "p": 0.07593201845884323,
     "m": 1.0
    },
    {
     "p": 0.009802211076021194,
     "m": 1.0
    },
    {
     "p": 0.053029075264930725,
     "m": 1.0
    },
    {
     "p": 0.004809306003153324,
     "m": 1.0
    },
    {
     "p": 0.0277547650039196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.7234761714935303,
   "val_loss": 1.0585702657699585,
   "acc": 66.82,
   "time": 44.659627420000106,
   "param": [
    {
     "p": 0.06092919409275055,
     "m": 1.0
    },
    {
     "p": 0.026107029989361763,
     "m": 1.0
    },
    {
     "p": 0.046484723687171936,
     "m": 1.0
    },
    {
     "p": 0.020200258120894432,
     "m": 1.0
    },
    {
     "p": 0.06067250296473503,
     "m": 1.0
    },
    {
     "p": 0.08511677384376526,
     "m": 1.0
    },
    {
     "p": 0.02734633907675743,
     "m": 1.0
    },
    {
     "p": 0.07494813203811646,
     "m": 1.0
    },
    {
     "p": 0.08352987468242645,
     "m": 1.0
    },
    {
     "p": 0.030729226768016815,
     "m": 1.0
    },
    {
     "p": 0.043973855674266815,
     "m": 1.0
    },
    {
     "p": 0.09019458293914795,
     "m": 1.0
    },
    {
     "p": 0.048979904502630234,
     "m": 1.0
    },
    {
     "p": 0.03937339410185814,
     "m": 1.0
    },
    {
     "p": 0.041302356868982315,
     "m": 1.0
    },
    {
     "p": 0.06971101462841034,
     "m": 1.0
    },
    {
     "p": 0.031549859791994095,
     "m": 1.0
    },
    {
     "p": 0.06824806332588196,
     "m": 1.0
    },
    {
     "p": 0.018468044698238373,
     "m": 1.0
    },
    {
     "p": 0.032134875655174255,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.7377458214759827,
   "val_loss": 1.06076180934906,
   "acc": 67.33,
   "time": 44.86087997499999,
   "param": [
    {
     "p": 0.05869833379983902,
     "m": 1.0
    },
    {
     "p": 0.043537579476833344,
     "m": 1.0
    },
    {
     "p": 0.041873399168252945,
     "m": 1.0
    },
    {
     "p": 0.0273754820227623,
     "m": 1.0
    },
    {
     "p": 0.07150556147098541,
     "m": 1.0
    },
    {
     "p": 0.06805435568094254,
     "m": 1.0
    },
    {
     "p": 0.018644429743289948,
     "m": 1.0
    },
    {
     "p": 0.057473793625831604,
     "m": 1.0
    },
    {
     "p": 0.09514499455690384,
     "m": 1.0
    },
    {
     "p": 0.03536240756511688,
     "m": 1.0
    },
    {
     "p": 0.042587798088788986,
     "m": 1.0
    },
    {
     "p": 0.0935385525226593,
     "m": 1.0
    },
    {
     "p": 0.022288916632533073,
     "m": 1.0
    },
    {
     "p": 0.03507262095808983,
     "m": 1.0
    },
    {
     "p": 0.026125876232981682,
     "m": 1.0
    },
    {
     "p": 0.05243856832385063,
     "m": 1.0
    },
    {
     "p": 0.03782643750309944,
     "m": 1.0
    },
    {
     "p": 0.09454008936882019,
     "m": 1.0
    },
    {
     "p": 0.03857678174972534,
     "m": 1.0
    },
    {
     "p": 0.03933404013514519,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.8850017189979553,
   "val_loss": 0.9959775805473328,
   "acc": 66.66,
   "time": 44.52685197299979,
   "param": [
    {
     "p": 0.056535400450229645,
     "m": 1.0
    },
    {
     "p": 0.06363938003778458,
     "m": 1.0
    },
    {
     "p": 0.0561247244477272,
     "m": 1.0
    },
    {
     "p": 0.04376751184463501,
     "m": 1.0
    },
    {
     "p": 0.06587936729192734,
     "m": 1.0
    },
    {
     "p": 0.05667509138584137,
     "m": 1.0
    },
    {
     "p": 0.033909644931554794,
     "m": 1.0
    },
    {
     "p": 0.06389958411455154,
     "m": 1.0
    },
    {
     "p": 0.08900419622659683,
     "m": 1.0
    },
    {
     "p": 0.05844161659479141,
     "m": 1.0
    },
    {
     "p": 0.026011671870946884,
     "m": 1.0
    },
    {
     "p": 0.10219089686870575,
     "m": 1.0
    },
    {
     "p": 0.006145118270069361,
     "m": 1.0
    },
    {
     "p": 0.019409814849495888,
     "m": 1.0
    },
    {
     "p": 0.018419507890939713,
     "m": 1.0
    },
    {
     "p": 0.026232795789837837,
     "m": 1.0
    },
    {
     "p": 0.012506870552897453,
     "m": 1.0
    },
    {
     "p": 0.11166398972272873,
     "m": 1.0
    },
    {
     "p": 0.05892685428261757,
     "m": 1.0
    },
    {
     "p": 0.030615979805588722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.7047749161720276,
   "val_loss": 1.0896694660186768,
   "acc": 66.6,
   "time": 44.901314900000216,
   "param": [
    {
     "p": 0.05624869093298912,
     "m": 1.0
    },
    {
     "p": 0.0698365569114685,
     "m": 1.0
    },
    {
     "p": 0.06024178862571716,
     "m": 1.0
    },
    {
     "p": 0.04838014766573906,
     "m": 1.0
    },
    {
     "p": 0.05128348618745804,
     "m": 1.0
    },
    {
     "p": 0.051844920963048935,
     "m": 1.0
    },
    {
     "p": 0.05997534468770027,
     "m": 1.0
    },
    {
     "p": 0.06864486634731293,
     "m": 1.0
    },
    {
     "p": 0.06390482932329178,
     "m": 1.0
    },
    {
     "p": 0.060717590153217316,
     "m": 1.0
    },
    {
     "p": 0.011533547192811966,
     "m": 1.0
    },
    {
     "p": 0.1075453907251358,
     "m": 1.0
    },
    {
     "p": 0.009230967611074448,
     "m": 1.0
    },
    {
     "p": 0.013274900615215302,
     "m": 1.0
    },
    {
     "p": 0.041983332484960556,
     "m": 1.0
    },
    {
     "p": 0.015389683656394482,
     "m": 1.0
    },
    {
     "p": 0.00356837036088109,
     "m": 1.0
    },
    {
     "p": 0.09588436782360077,
     "m": 1.0
    },
    {
     "p": 0.0710933580994606,
     "m": 1.0
    },
    {
     "p": 0.03941790387034416,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.6598638296127319,
   "val_loss": 0.9369721412658691,
   "acc": 67.09,
   "time": 45.12569965600005,
   "param": [
    {
     "p": 0.05258530378341675,
     "m": 1.0
    },
    {
     "p": 0.07065307348966599,
     "m": 1.0
    },
    {
     "p": 0.044312670826911926,
     "m": 1.0
    },
    {
     "p": 0.041235607117414474,
     "m": 1.0
    },
    {
     "p": 0.05248543992638588,
     "m": 1.0
    },
    {
     "p": 0.05540712550282478,
     "m": 1.0
    },
    {
     "p": 0.056956760585308075,
     "m": 1.0
    },
    {
     "p": 0.05429738759994507,
     "m": 1.0
    },
    {
     "p": 0.056063152849674225,
     "m": 1.0
    },
    {
     "p": 0.06429966539144516,
     "m": 1.0
    },
    {
     "p": 0.02672639489173889,
     "m": 1.0
    },
    {
     "p": 0.10589978098869324,
     "m": 1.0
    },
    {
     "p": 0.030715912580490112,
     "m": 1.0
    },
    {
     "p": 0.020517345517873764,
     "m": 1.0
    },
    {
     "p": 0.06534276157617569,
     "m": 1.0
    },
    {
     "p": 0.021810391917824745,
     "m": 1.0
    },
    {
     "p": 0.019171414896845818,
     "m": 1.0
    },
    {
     "p": 0.06042013689875603,
     "m": 1.0
    },
    {
     "p": 0.06088291108608246,
     "m": 1.0
    },
    {
     "p": 0.04021679237484932,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 0.7454673647880554,
   "val_loss": 1.0729117393493652,
   "acc": 66.68,
   "time": 44.31291519399974,
   "param": [
    {
     "p": 0.04527895152568817,
     "m": 1.0
    },
    {
     "p": 0.05520675703883171,
     "m": 1.0
    },
    {
     "p": 0.03637915849685669,
     "m": 1.0
    },
    {
     "p": 0.03401747718453407,
     "m": 1.0
    },
    {
     "p": 0.05730270966887474,
     "m": 1.0
    },
    {
     "p": 0.07850289344787598,
     "m": 1.0
    },
    {
     "p": 0.05679553374648094,
     "m": 1.0
    },
    {
     "p": 0.027899837121367455,
     "m": 1.0
    },
    {
     "p": 0.06526880711317062,
     "m": 1.0
    },
    {
     "p": 0.06016716733574867,
     "m": 1.0
    },
    {
     "p": 0.02674044668674469,
     "m": 1.0
    },
    {
     "p": 0.12065716087818146,
     "m": 1.0
    },
    {
     "p": 0.033512040972709656,
     "m": 1.0
    },
    {
     "p": 0.02495775744318962,
     "m": 1.0
    },
    {
     "p": 0.0946737602353096,
     "m": 1.0
    },
    {
     "p": 0.044660575687885284,
     "m": 1.0
    },
    {
     "p": 0.0019232045160606503,
     "m": 1.0
    },
    {
     "p": 0.047159284353256226,
     "m": 1.0
    },
    {
     "p": 0.050532467663288116,
     "m": 1.0
    },
    {
     "p": 0.0383639857172966,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.8700166344642639,
   "val_loss": 0.9636666774749756,
   "acc": 66.88,
   "time": 44.30070341800001,
   "param": [
    {
     "p": 0.04733223840594292,
     "m": 1.0
    },
    {
     "p": 0.04283827170729637,
     "m": 1.0
    },
    {
     "p": 0.05616264045238495,
     "m": 1.0
    },
    {
     "p": 0.0403490774333477,
     "m": 1.0
    },
    {
     "p": 0.049278389662504196,
     "m": 1.0
    },
    {
     "p": 0.07001267373561859,
     "m": 1.0
    },
    {
     "p": 0.0499311201274395,
     "m": 1.0
    },
    {
     "p": 0.028882531449198723,
     "m": 1.0
    },
    {
     "p": 0.060979440808296204,
     "m": 1.0
    },
    {
     "p": 0.0639004036784172,
     "m": 1.0
    },
    {
     "p": 0.013343427330255508,
     "m": 1.0
    },
    {
     "p": 0.11432212591171265,
     "m": 1.0
    },
    {
     "p": 0.038763921707868576,
     "m": 1.0
    },
    {
     "p": 0.03267591819167137,
     "m": 1.0
    },
    {
     "p": 0.09142907708883286,
     "m": 1.0
    },
    {
     "p": 0.055670760571956635,
     "m": 1.0
    },
    {
     "p": 0.022061368450522423,
     "m": 1.0
    },
    {
     "p": 0.056842200458049774,
     "m": 1.0
    },
    {
     "p": 0.040402851998806,
     "m": 1.0
    },
    {
     "p": 0.024821555241942406,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.5443105697631836,
   "val_loss": 0.8946962356567383,
   "acc": 68.05,
   "time": 45.14440682500026,
   "param": [
    {
     "p": 0.05241217464208603,
     "m": 1.0
    },
    {
     "p": 0.03876427933573723,
     "m": 1.0
    },
    {
     "p": 0.06780711561441422,
     "m": 1.0
    },
    {
     "p": 0.053391776978969574,
     "m": 1.0
    },
    {
     "p": 0.05484474077820778,
     "m": 1.0
    },
    {
     "p": 0.06995849311351776,
     "m": 1.0
    },
    {
     "p": 0.038153860718011856,
     "m": 1.0
    },
    {
     "p": 0.05468270555138588,
     "m": 1.0
    },
    {
     "p": 0.07000815868377686,
     "m": 1.0
    },
    {
     "p": 0.04969955235719681,
     "m": 1.0
    },
    {
     "p": 0.003736893180757761,
     "m": 1.0
    },
    {
     "p": 0.09950024634599686,
     "m": 1.0
    },
    {
     "p": 0.029517509043216705,
     "m": 1.0
    },
    {
     "p": 0.028345465660095215,
     "m": 1.0
    },
    {
     "p": 0.09014737606048584,
     "m": 1.0
    },
    {
     "p": 0.04807935655117035,
     "m": 1.0
    },
    {
     "p": 0.037812065333127975,
     "m": 1.0
    },
    {
     "p": 0.08232808858156204,
     "m": 1.0
    },
    {
     "p": 0.018736928701400757,
     "m": 1.0
    },
    {
     "p": 0.012073145247995853,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.7811234593391418,
   "val_loss": 0.9859819412231445,
   "acc": 67.04,
   "time": 45.623466029000156,
   "param": [
    {
     "p": 0.05419064685702324,
     "m": 1.0
    },
    {
     "p": 0.05896931514143944,
     "m": 1.0
    },
    {
     "p": 0.05971822887659073,
     "m": 1.0
    },
    {
     "p": 0.06620880216360092,
     "m": 1.0
    },
    {
     "p": 0.06827011704444885,
     "m": 1.0
    },
    {
     "p": 0.06792625039815903,
     "m": 1.0
    },
    {
     "p": 0.03872602805495262,
     "m": 1.0
    },
    {
     "p": 0.05969609320163727,
     "m": 1.0
    },
    {
     "p": 0.07881590723991394,
     "m": 1.0
    },
    {
     "p": 0.04020500183105469,
     "m": 1.0
    },
    {
     "p": 0.004442005418241024,
     "m": 1.0
    },
    {
     "p": 0.07990240305662155,
     "m": 1.0
    },
    {
     "p": 0.023290295153856277,
     "m": 1.0
    },
    {
     "p": 0.029969006776809692,
     "m": 1.0
    },
    {
     "p": 0.08954242616891861,
     "m": 1.0
    },
    {
     "p": 0.04420836642384529,
     "m": 1.0
    },
    {
     "p": 0.0430108904838562,
     "m": 1.0
    },
    {
     "p": 0.06885670125484467,
     "m": 1.0
    },
    {
     "p": 0.0002585022884886712,
     "m": 1.0
    },
    {
     "p": 0.023793064057826996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.8718640208244324,
   "val_loss": 1.010388970375061,
   "acc": 67.34,
   "time": 45.47935111199968,
   "param": [
    {
     "p": 0.05447511374950409,
     "m": 1.0
    },
    {
     "p": 0.06885235756635666,
     "m": 1.0
    },
    {
     "p": 0.05003947764635086,
     "m": 1.0
    },
    {
     "p": 0.05391672998666763,
     "m": 1.0
    },
    {
     "p": 0.08048450201749802,
     "m": 1.0
    },
    {
     "p": 0.0752384290099144,
     "m": 1.0
    },
    {
     "p": 0.020339593291282654,
     "m": 1.0
    },
    {
     "p": 0.061976414173841476,
     "m": 1.0
    },
    {
     "p": 0.07741694897413254,
     "m": 1.0
    },
    {
     "p": 0.044702086597681046,
     "m": 1.0
    },
    {
     "p": 0.006031007040292025,
     "m": 1.0
    },
    {
     "p": 0.06579721719026566,
     "m": 1.0
    },
    {
     "p": 0.029182344675064087,
     "m": 1.0
    },
    {
     "p": 0.031295016407966614,
     "m": 1.0
    },
    {
     "p": 0.09665507078170776,
     "m": 1.0
    },
    {
     "p": 0.037689466029405594,
     "m": 1.0
    },
    {
     "p": 0.043067336082458496,
     "m": 1.0
    },
    {
     "p": 0.0679970532655716,
     "m": 1.0
    },
    {
     "p": 9.500231681158766e-05,
     "m": 1.0
    },
    {
     "p": 0.0347488708794117,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.8194496631622314,
   "val_loss": 0.9860000610351562,
   "acc": 67.74,
   "time": 44.850700397999844,
   "param": [
    {
     "p": 0.05723138898611069,
     "m": 1.0
    },
    {
     "p": 0.06013670563697815,
     "m": 1.0
    },
    {
     "p": 0.06272774934768677,
     "m": 1.0
    },
    {
     "p": 0.04682145640254021,
     "m": 1.0
    },
    {
     "p": 0.07969623804092407,
     "m": 1.0
    },
    {
     "p": 0.061693765223026276,
     "m": 1.0
    },
    {
     "p": 0.004302849993109703,
     "m": 1.0
    },
    {
     "p": 0.06704620271921158,
     "m": 1.0
    },
    {
     "p": 0.06480887532234192,
     "m": 1.0
    },
    {
     "p": 0.04092153534293175,
     "m": 1.0
    },
    {
     "p": 0.02334688976407051,
     "m": 1.0
    },
    {
     "p": 0.06276394426822662,
     "m": 1.0
    },
    {
     "p": 0.04606396704912186,
     "m": 1.0
    },
    {
     "p": 0.03218718245625496,
     "m": 1.0
    },
    {
     "p": 0.09425105154514313,
     "m": 1.0
    },
    {
     "p": 0.028595274314284325,
     "m": 1.0
    },
    {
     "p": 0.02789127454161644,
     "m": 1.0
    },
    {
     "p": 0.07994768023490906,
     "m": 1.0
    },
    {
     "p": 0.016514817252755165,
     "m": 1.0
    },
    {
     "p": 0.04305114597082138,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.5279071927070618,
   "val_loss": 0.9646762013435364,
   "acc": 67.52,
   "time": 45.05001901800006,
   "param": [
    {
     "p": 0.06386265903711319,
     "m": 1.0
    },
    {
     "p": 0.056724321097135544,
     "m": 1.0
    },
    {
     "p": 0.051535263657569885,
     "m": 1.0
    },
    {
     "p": 0.050240278244018555,
     "m": 1.0
    },
    {
     "p": 0.07393757253885269,
     "m": 1.0
    },
    {
     "p": 0.050262466073036194,
     "m": 1.0
    },
    {
     "p": 0.03300753980875015,
     "m": 1.0
    },
    {
     "p": 0.047365184873342514,
     "m": 1.0
    },
    {
     "p": 0.06383915990591049,
     "m": 1.0
    },
    {
     "p": 0.040441226214170456,
     "m": 1.0
    },
    {
     "p": 0.03251819685101509,
     "m": 1.0
    },
    {
     "p": 0.06620635092258453,
     "m": 1.0
    },
    {
     "p": 0.05555922910571098,
     "m": 1.0
    },
    {
     "p": 0.046298783272504807,
     "m": 1.0
    },
    {
     "p": 0.0767257884144783,
     "m": 1.0
    },
    {
     "p": 0.0351884588599205,
     "m": 1.0
    },
    {
     "p": 0.0032337575685232878,
     "m": 1.0
    },
    {
     "p": 0.08788435161113739,
     "m": 1.0
    },
    {
     "p": 0.041069380939006805,
     "m": 1.0
    },
    {
     "p": 0.024099908769130707,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.5966187119483948,
   "val_loss": 0.979400634765625,
   "acc": 67.02,
   "time": 45.71570596999982,
   "param": [
    {
     "p": 0.06824836134910583,
     "m": 1.0
    },
    {
     "p": 0.058708127588033676,
     "m": 1.0
    },
    {
     "p": 0.038529086858034134,
     "m": 1.0
    },
    {
     "p": 0.05720921605825424,
     "m": 1.0
    },
    {
     "p": 0.07153034210205078,
     "m": 1.0
    },
    {
     "p": 0.03965513035655022,
     "m": 1.0
    },
    {
     "p": 0.05396506190299988,
     "m": 1.0
    },
    {
     "p": 0.028866952285170555,
     "m": 1.0
    },
    {
     "p": 0.05450418218970299,
     "m": 1.0
    },
    {
     "p": 0.04227066785097122,
     "m": 1.0
    },
    {
     "p": 0.038217343389987946,
     "m": 1.0
    },
    {
     "p": 0.06860818713903427,
     "m": 1.0
    },
    {
     "p": 0.04991341382265091,
     "m": 1.0
    },
    {
     "p": 0.0637117251753807,
     "m": 1.0
    },
    {
     "p": 0.055808041244745255,
     "m": 1.0
    },
    {
     "p": 0.0474332794547081,
     "m": 1.0
    },
    {
     "p": 0.01794922910630703,
     "m": 1.0
    },
    {
     "p": 0.09435447305440903,
     "m": 1.0
    },
    {
     "p": 0.04773979261517525,
     "m": 1.0
    },
    {
     "p": 0.0027774167247116566,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 0.4206660985946655,
   "val_loss": 0.9996984601020813,
   "acc": 67.41,
   "time": 45.37684698999965,
   "param": [
    {
     "p": 0.07088573276996613,
     "m": 1.0
    },
    {
     "p": 0.02198702283203602,
     "m": 1.0
    },
    {
     "p": 0.04662816971540451,
     "m": 1.0
    },
    {
     "p": 0.0497511550784111,
     "m": 1.0
    },
    {
     "p": 0.06618677079677582,
     "m": 1.0
    },
    {
     "p": 0.045874472707509995,
     "m": 1.0
    },
    {
     "p": 0.06304975599050522,
     "m": 1.0
    },
    {
     "p": 0.027928315103054047,
     "m": 1.0
    },
    {
     "p": 0.04332251101732254,
     "m": 1.0
    },
    {
     "p": 0.04869407042860985,
     "m": 1.0
    },
    {
     "p": 0.053816940635442734,
     "m": 1.0
    },
    {
     "p": 0.057693105190992355,
     "m": 1.0
    },
    {
     "p": 0.043228115886449814,
     "m": 1.0
    },
    {
     "p": 0.07369953393936157,
     "m": 1.0
    },
    {
     "p": 0.055691082030534744,
     "m": 1.0
    },
    {
     "p": 0.05669378116726875,
     "m": 1.0
    },
    {
     "p": 0.04435206577181816,
     "m": 1.0
    },
    {
     "p": 0.08741458505392075,
     "m": 1.0
    },
    {
     "p": 0.04310280829668045,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.659911572933197,
   "val_loss": 1.0592474937438965,
   "acc": 68.03,
   "time": 44.769371387999854,
   "param": [
    {
     "p": 0.07124126702547073,
     "m": 1.0
    },
    {
     "p": 0.03595162183046341,
     "m": 1.0
    },
    {
     "p": 0.07088838517665863,
     "m": 1.0
    },
    {
     "p": 0.03321350738406181,
     "m": 1.0
    },
    {
     "p": 0.05037027224898338,
     "m": 1.0
    },
    {
     "p": 0.06456780433654785,
     "m": 1.0
    },
    {
     "p": 0.03231357783079147,
     "m": 1.0
    },
    {
     "p": 0.02979925647377968,
     "m": 1.0
    },
    {
     "p": 0.02462458424270153,
     "m": 1.0
    },
    {
     "p": 0.04454551637172699,
     "m": 1.0
    },
    {
     "p": 0.08281272649765015,
     "m": 1.0
    },
    {
     "p": 0.05368923023343086,
     "m": 1.0
    },
    {
     "p": 0.03426926210522652,
     "m": 1.0
    },
    {
     "p": 0.0820857360959053,
     "m": 1.0
    },
    {
     "p": 0.05992569774389267,
     "m": 1.0
    },
    {
     "p": 0.058237046003341675,
     "m": 1.0
    },
    {
     "p": 0.04364652931690216,
     "m": 1.0
    },
    {
     "p": 0.06518764793872833,
     "m": 1.0
    },
    {
     "p": 0.05791514739394188,
     "m": 1.0
    },
    {
     "p": 0.004715174902230501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.5367977619171143,
   "val_loss": 1.022413969039917,
   "acc": 67.21,
   "time": 45.463452628999676,
   "param": [
    {
     "p": 0.07433425635099411,
     "m": 1.0
    },
    {
     "p": 0.06637255847454071,
     "m": 1.0
    },
    {
     "p": 0.09505650401115417,
     "m": 1.0
    },
    {
     "p": 0.03281126916408539,
     "m": 1.0
    },
    {
     "p": 0.021957777440547943,
     "m": 1.0
    },
    {
     "p": 0.10031843185424805,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03114304505288601,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.029566630721092224,
     "m": 1.0
    },
    {
     "p": 0.12026876211166382,
     "m": 1.0
    },
    {
     "p": 0.05195094272494316,
     "m": 1.0
    },
    {
     "p": 0.01540082786232233,
     "m": 1.0
    },
    {
     "p": 0.084169402718544,
     "m": 1.0
    },
    {
     "p": 0.07454072684049606,
     "m": 1.0
    },
    {
     "p": 0.0663253590464592,
     "m": 1.0
    },
    {
     "p": 0.018058326095342636,
     "m": 1.0
    },
    {
     "p": 0.05893566086888313,
     "m": 1.0
    },
    {
     "p": 0.058789514005184174,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.8637151718139648,
   "val_loss": 1.2910737991333008,
   "acc": 66.53,
   "time": 45.59699609300014,
   "param": [
    {
     "p": 0.06791530549526215,
     "m": 1.0
    },
    {
     "p": 0.0750524252653122,
     "m": 1.0
    },
    {
     "p": 0.08733417093753815,
     "m": 1.0
    },
    {
     "p": 0.03390968218445778,
     "m": 1.0
    },
    {
     "p": 0.02185496687889099,
     "m": 1.0
    },
    {
     "p": 0.08723894506692886,
     "m": 1.0
    },
    {
     "p": 0.005473119672387838,
     "m": 1.0
    },
    {
     "p": 0.05531502887606621,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.020983373746275902,
     "m": 1.0
    },
    {
     "p": 0.11635001003742218,
     "m": 1.0
    },
    {
     "p": 0.04907383397221565,
     "m": 1.0
    },
    {
     "p": 0.02766500413417816,
     "m": 1.0
    },
    {
     "p": 0.07370664924383163,
     "m": 1.0
    },
    {
     "p": 0.0774795264005661,
     "m": 1.0
    },
    {
     "p": 0.06355754286050797,
     "m": 1.0
    },
    {
     "p": 0.005302212666720152,
     "m": 1.0
    },
    {
     "p": 0.06531289964914322,
     "m": 1.0
    },
    {
     "p": 0.057199761271476746,
     "m": 1.0
    },
    {
     "p": 0.009275493212044239,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.828205943107605,
   "val_loss": 1.041592001914978,
   "acc": 67.1,
   "time": 45.55937586099981,
   "param": [
    {
     "p": 0.06247760355472565,
     "m": 1.0
    },
    {
     "p": 0.06929616630077362,
     "m": 1.0
    },
    {
     "p": 0.06708548963069916,
     "m": 1.0
    },
    {
     "p": 0.01855696551501751,
     "m": 1.0
    },
    {
     "p": 0.042760830372571945,
     "m": 1.0
    },
    {
     "p": 0.08036543428897858,
     "m": 1.0
    },
    {
     "p": 0.03790397569537163,
     "m": 1.0
    },
    {
     "p": 0.06702530384063721,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.020737770944833755,
     "m": 1.0
    },
    {
     "p": 0.09844149649143219,
     "m": 1.0
    },
    {
     "p": 0.043654654175043106,
     "m": 1.0
    },
    {
     "p": 0.03794935718178749,
     "m": 1.0
    },
    {
     "p": 0.07154076546430588,
     "m": 1.0
    },
    {
     "p": 0.07679764181375504,
     "m": 1.0
    },
    {
     "p": 0.043522268533706665,
     "m": 1.0
    },
    {
     "p": 0.01765444502234459,
     "m": 1.0
    },
    {
     "p": 0.0673506110906601,
     "m": 1.0
    },
    {
     "p": 0.05504198744893074,
     "m": 1.0
    },
    {
     "p": 0.02183736301958561,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.5758673548698425,
   "val_loss": 0.9683628082275391,
   "acc": 67.63,
   "time": 44.69709929099963,
   "param": [
    {
     "p": 0.06976131349802017,
     "m": 1.0
    },
    {
     "p": 0.06501071155071259,
     "m": 1.0
    },
    {
     "p": 0.03765900060534477,
     "m": 1.0
    },
    {
     "p": 0.014471164904534817,
     "m": 1.0
    },
    {
     "p": 0.07583343982696533,
     "m": 1.0
    },
    {
     "p": 0.08229175955057144,
     "m": 1.0
    },
    {
     "p": 0.07038933038711548,
     "m": 1.0
    },
    {
     "p": 0.051535677164793015,
     "m": 1.0
    },
    {
     "p": 0.002044654218479991,
     "m": 1.0
    },
    {
     "p": 0.013501409441232681,
     "m": 1.0
    },
    {
     "p": 0.08992768824100494,
     "m": 1.0
    },
    {
     "p": 0.04231411963701248,
     "m": 1.0
    },
    {
     "p": 0.03233683854341507,
     "m": 1.0
    },
    {
     "p": 0.0767054557800293,
     "m": 1.0
    },
    {
     "p": 0.07607308030128479,
     "m": 1.0
    },
    {
     "p": 0.02846350148320198,
     "m": 1.0
    },
    {
     "p": 0.026486339047551155,
     "m": 1.0
    },
    {
     "p": 0.08503790944814682,
     "m": 1.0
    },
    {
     "p": 0.041888218373060226,
     "m": 1.0
    },
    {
     "p": 0.018268346786499023,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.7626916170120239,
   "val_loss": 0.9880251288414001,
   "acc": 67.54,
   "time": 44.91628564600023,
   "param": [
    {
     "p": 0.07917175441980362,
     "m": 1.0
    },
    {
     "p": 0.07039029896259308,
     "m": 1.0
    },
    {
     "p": 0.031397491693496704,
     "m": 1.0
    },
    {
     "p": 0.02210678718984127,
     "m": 1.0
    },
    {
     "p": 0.09538155794143677,
     "m": 1.0
    },
    {
     "p": 0.0789087787270546,
     "m": 1.0
    },
    {
     "p": 0.08421335369348526,
     "m": 1.0
    },
    {
     "p": 0.018710801377892494,
     "m": 1.0
    },
    {
     "p": 0.011936485767364502,
     "m": 1.0
    },
    {
     "p": 0.010527794249355793,
     "m": 1.0
    },
    {
     "p": 0.06681142002344131,
     "m": 1.0
    },
    {
     "p": 0.03625163435935974,
     "m": 1.0
    },
    {
     "p": 0.014258770272135735,
     "m": 1.0
    },
    {
     "p": 0.08769552409648895,
     "m": 1.0
    },
    {
     "p": 0.07882517576217651,
     "m": 1.0
    },
    {
     "p": 0.03371284902095795,
     "m": 1.0
    },
    {
     "p": 0.047197166830301285,
     "m": 1.0
    },
    {
     "p": 0.09260337054729462,
     "m": 1.0
    },
    {
     "p": 0.03088645078241825,
     "m": 1.0
    },
    {
     "p": 0.00901257898658514,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.6314060091972351,
   "val_loss": 0.909069836139679,
   "acc": 67.21,
   "time": 44.49384098599967,
   "param": [
    {
     "p": 0.10188300907611847,
     "m": 1.0
    },
    {
     "p": 0.05834534764289856,
     "m": 1.0
    },
    {
     "p": 0.012018118053674698,
     "m": 1.0
    },
    {
     "p": 0.058811213821172714,
     "m": 1.0
    },
    {
     "p": 0.11043675988912582,
     "m": 1.0
    },
    {
     "p": 0.07960598170757294,
     "m": 1.0
    },
    {
     "p": 0.07210786640644073,
     "m": 1.0
    },
    {
     "p": 6.032237797626294e-05,
     "m": 1.0
    },
    {
     "p": 0.02327912114560604,
     "m": 1.0
    },
    {
     "p": 0.00013240445696283132,
     "m": 1.0
    },
    {
     "p": 0.060019075870513916,
     "m": 1.0
    },
    {
     "p": 0.03554006293416023,
     "m": 1.0
    },
    {
     "p": 0.0014357520267367363,
     "m": 1.0
    },
    {
     "p": 0.10638338327407837,
     "m": 1.0
    },
    {
     "p": 0.09522049129009247,
     "m": 1.0
    },
    {
     "p": 0.020523635670542717,
     "m": 1.0
    },
    {
     "p": 0.03999298810958862,
     "m": 1.0
    },
    {
     "p": 0.09575802087783813,
     "m": 1.0
    },
    {
     "p": 0.024751946330070496,
     "m": 1.0
    },
    {
     "p": 0.0036944446619600058,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.6143266558647156,
   "val_loss": 1.053075909614563,
   "acc": 67.22,
   "time": 44.7381029459998,
   "param": [
    {
     "p": 0.11547490209341049,
     "m": 1.0
    },
    {
     "p": 0.0588172972202301,
     "m": 1.0
    },
    {
     "p": 0.04236127808690071,
     "m": 1.0
    },
    {
     "p": 0.08412671089172363,
     "m": 1.0
    },
    {
     "p": 0.0825926885008812,
     "m": 1.0
    },
    {
     "p": 0.07618383318185806,
     "m": 1.0
    },
    {
     "p": 0.0359991155564785,
     "m": 1.0
    },
    {
     "p": 0.0006069433293305337,
     "m": 1.0
    },
    {
     "p": 0.04467703029513359,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04170794039964676,
     "m": 1.0
    },
    {
     "p": 0.042655766010284424,
     "m": 1.0
    },
    {
     "p": 0.00017015125195030123,
     "m": 1.0
    },
    {
     "p": 0.09037669748067856,
     "m": 1.0
    },
    {
     "p": 0.112004354596138,
     "m": 1.0
    },
    {
     "p": 0.02078700251877308,
     "m": 1.0
    },
    {
     "p": 0.023145262151956558,
     "m": 1.0
    },
    {
     "p": 0.09500440210103989,
     "m": 1.0
    },
    {
     "p": 0.022302282974123955,
     "m": 1.0
    },
    {
     "p": 0.01100632268935442,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.5641656517982483,
   "val_loss": 1.0648143291473389,
   "acc": 67.19,
   "time": 44.941315485999894,
   "param": [
    {
     "p": 0.10591871291399002,
     "m": 1.0
    },
    {
     "p": 0.05665026605129242,
     "m": 1.0
    },
    {
     "p": 0.08068398386240005,
     "m": 1.0
    },
    {
     "p": 0.09303512424230576,
     "m": 1.0
    },
    {
     "p": 0.0637672170996666,
     "m": 1.0
    },
    {
     "p": 0.07594524323940277,
     "m": 1.0
    },
    {
     "p": 0.03226505219936371,
     "m": 1.0
    },
    {
     "p": 0.005674135405570269,
     "m": 1.0
    },
    {
     "p": 0.05094105750322342,
     "m": 1.0
    },
    {
     "p": 0.003324606455862522,
     "m": 1.0
    },
    {
     "p": 0.007110935635864735,
     "m": 1.0
    },
    {
     "p": 0.051681529730558395,
     "m": 1.0
    },
    {
     "p": 0.005073283798992634,
     "m": 1.0
    },
    {
     "p": 0.06504004448652267,
     "m": 1.0
    },
    {
     "p": 0.0974002331495285,
     "m": 1.0
    },
    {
     "p": 0.026055650785565376,
     "m": 1.0
    },
    {
     "p": 0.019386347383260727,
     "m": 1.0
    },
    {
     "p": 0.08885398507118225,
     "m": 1.0
    },
    {
     "p": 0.03699151426553726,
     "m": 1.0
    },
    {
     "p": 0.03420104458928108,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.7768101096153259,
   "val_loss": 1.0305038690567017,
   "acc": 67.81,
   "time": 45.069301060999805,
   "param": [
    {
     "p": 0.09670225530862808,
     "m": 1.0
    },
    {
     "p": 0.05737629160284996,
     "m": 1.0
    },
    {
     "p": 0.0627652034163475,
     "m": 1.0
    },
    {
     "p": 0.07585858553647995,
     "m": 1.0
    },
    {
     "p": 0.03584246337413788,
     "m": 1.0
    },
    {
     "p": 0.060386113822460175,
     "m": 1.0
    },
    {
     "p": 0.04022407904267311,
     "m": 1.0
    },
    {
     "p": 0.02946503460407257,
     "m": 1.0
    },
    {
     "p": 0.045333459973335266,
     "m": 1.0
    },
    {
     "p": 0.015966402366757393,
     "m": 1.0
    },
    {
     "p": 0.0006407768232747912,
     "m": 1.0
    },
    {
     "p": 0.058749087154865265,
     "m": 1.0
    },
    {
     "p": 0.03771784156560898,
     "m": 1.0
    },
    {
     "p": 0.04768175259232521,
     "m": 1.0
    },
    {
     "p": 0.07922051101922989,
     "m": 1.0
    },
    {
     "p": 0.028100192546844482,
     "m": 1.0
    },
    {
     "p": 0.049038730561733246,
     "m": 1.0
    },
    {
     "p": 0.07398996502161026,
     "m": 1.0
    },
    {
     "p": 0.04772736504673958,
     "m": 1.0
    },
    {
     "p": 0.05721393972635269,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.6664532423019409,
   "val_loss": 1.1182652711868286,
   "acc": 67.69,
   "time": 44.73873939699979,
   "param": [
    {
     "p": 0.08255776017904282,
     "m": 1.0
    },
    {
     "p": 0.07103447616100311,
     "m": 1.0
    },
    {
     "p": 0.048574503511190414,
     "m": 1.0
    },
    {
     "p": 0.0567224957048893,
     "m": 1.0
    },
    {
     "p": 0.021775145083665848,
     "m": 1.0
    },
    {
     "p": 0.07329744100570679,
     "m": 1.0
    },
    {
     "p": 0.046845342963933945,
     "m": 1.0
    },
    {
     "p": 0.053833916783332825,
     "m": 1.0
    },
    {
     "p": 0.03872860223054886,
     "m": 1.0
    },
    {
     "p": 0.023300522938370705,
     "m": 1.0
    },
    {
     "p": 0.0018099178560078144,
     "m": 1.0
    },
    {
     "p": 0.05488595366477966,
     "m": 1.0
    },
    {
     "p": 0.05169334635138512,
     "m": 1.0
    },
    {
     "p": 0.04531469941139221,
     "m": 1.0
    },
    {
     "p": 0.05158952251076698,
     "m": 1.0
    },
    {
     "p": 0.019249558448791504,
     "m": 1.0
    },
    {
     "p": 0.058206528425216675,
     "m": 1.0
    },
    {
     "p": 0.08327730000019073,
     "m": 1.0
    },
    {
     "p": 0.047376345843076706,
     "m": 1.0
    },
    {
     "p": 0.06992673128843307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.7207183837890625,
   "val_loss": 0.9817324876785278,
   "acc": 67.64,
   "time": 44.99541979100013,
   "param": [
    {
     "p": 0.07388494908809662,
     "m": 1.0
    },
    {
     "p": 0.05045417323708534,
     "m": 1.0
    },
    {
     "p": 0.06170032173395157,
     "m": 1.0
    },
    {
     "p": 0.046980421990156174,
     "m": 1.0
    },
    {
     "p": 0.05187395587563515,
     "m": 1.0
    },
    {
     "p": 0.09019586443901062,
     "m": 1.0
    },
    {
     "p": 0.05315769836306572,
     "m": 1.0
    },
    {
     "p": 0.059737175703048706,
     "m": 1.0
    },
    {
     "p": 0.03341030329465866,
     "m": 1.0
    },
    {
     "p": 0.03305545821785927,
     "m": 1.0
    },
    {
     "p": 0.0068490952253341675,
     "m": 1.0
    },
    {
     "p": 0.040145158767700195,
     "m": 1.0
    },
    {
     "p": 0.05182110518217087,
     "m": 1.0
    },
    {
     "p": 0.04239761456847191,
     "m": 1.0
    },
    {
     "p": 0.03458605334162712,
     "m": 1.0
    },
    {
     "p": 0.024332134053111076,
     "m": 1.0
    },
    {
     "p": 0.04396403208374977,
     "m": 1.0
    },
    {
     "p": 0.08194079995155334,
     "m": 1.0
    },
    {
     "p": 0.050817038863897324,
     "m": 1.0
    },
    {
     "p": 0.06869663298130035,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.6971309781074524,
   "val_loss": 1.0211392641067505,
   "acc": 67.15,
   "time": 44.636176892000094,
   "param": [
    {
     "p": 0.07739932090044022,
     "m": 1.0
    },
    {
     "p": 0.03430863842368126,
     "m": 1.0
    },
    {
     "p": 0.06686388701200485,
     "m": 1.0
    },
    {
     "p": 0.0320991650223732,
     "m": 1.0
    },
    {
     "p": 0.08401713520288467,
     "m": 1.0
    },
    {
     "p": 0.10275018960237503,
     "m": 1.0
    },
    {
     "p": 0.0634274035692215,
     "m": 1.0
    },
    {
     "p": 0.06470299512147903,
     "m": 1.0
    },
    {
     "p": 0.0324215404689312,
     "m": 1.0
    },
    {
     "p": 0.03611241281032562,
     "m": 1.0
    },
    {
     "p": 0.0017991898348554969,
     "m": 1.0
    },
    {
     "p": 0.03249465301632881,
     "m": 1.0
    },
    {
     "p": 0.036437634378671646,
     "m": 1.0
    },
    {
     "p": 0.027813076972961426,
     "m": 1.0
    },
    {
     "p": 0.05158029869198799,
     "m": 1.0
    },
    {
     "p": 0.02764701470732689,
     "m": 1.0
    },
    {
     "p": 0.03681694716215134,
     "m": 1.0
    },
    {
     "p": 0.07974930107593536,
     "m": 1.0
    },
    {
     "p": 0.05200968682765961,
     "m": 1.0
    },
    {
     "p": 0.05954957380890846,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.5681855082511902,
   "val_loss": 0.9621179103851318,
   "acc": 67.78,
   "time": 44.513023232999785,
   "param": [
    {
     "p": 0.07704772055149078,
     "m": 1.0
    },
    {
     "p": 0.04890422895550728,
     "m": 1.0
    },
    {
     "p": 0.0603434294462204,
     "m": 1.0
    },
    {
     "p": 0.021278250962495804,
     "m": 1.0
    },
    {
     "p": 0.09256838262081146,
     "m": 1.0
    },
    {
     "p": 0.0933883786201477,
     "m": 1.0
    },
    {
     "p": 0.06443756818771362,
     "m": 1.0
    },
    {
     "p": 0.05829787254333496,
     "m": 1.0
    },
    {
     "p": 0.045317552983760834,
     "m": 1.0
    },
    {
     "p": 0.042935773730278015,
     "m": 1.0
    },
    {
     "p": 0.01729504019021988,
     "m": 1.0
    },
    {
     "p": 0.040129609405994415,
     "m": 1.0
    },
    {
     "p": 0.024446498602628708,
     "m": 1.0
    },
    {
     "p": 0.02498462423682213,
     "m": 1.0
    },
    {
     "p": 0.06098838895559311,
     "m": 1.0
    },
    {
     "p": 0.01067346427589655,
     "m": 1.0
    },
    {
     "p": 0.02588612027466297,
     "m": 1.0
    },
    {
     "p": 0.08006519079208374,
     "m": 1.0
    },
    {
     "p": 0.06031046435236931,
     "m": 1.0
    },
    {
     "p": 0.05070147290825844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.7696271538734436,
   "val_loss": 1.0383621454238892,
   "acc": 67.75,
   "time": 44.39564333999988,
   "param": [
    {
     "p": 0.07848471403121948,
     "m": 1.0
    },
    {
     "p": 0.04927666485309601,
     "m": 1.0
    },
    {
     "p": 0.05912209674715996,
     "m": 1.0
    },
    {
     "p": 0.034998711198568344,
     "m": 1.0
    },
    {
     "p": 0.08048617839813232,
     "m": 1.0
    },
    {
     "p": 0.10135795176029205,
     "m": 1.0
    },
    {
     "p": 0.05164846032857895,
     "m": 1.0
    },
    {
     "p": 0.0433783121407032,
     "m": 1.0
    },
    {
     "p": 0.05057534575462341,
     "m": 1.0
    },
    {
     "p": 0.03204023092985153,
     "m": 1.0
    },
    {
     "p": 0.015979783609509468,
     "m": 1.0
    },
    {
     "p": 0.06400400400161743,
     "m": 1.0
    },
    {
     "p": 0.025074688717722893,
     "m": 1.0
    },
    {
     "p": 0.032561857253313065,
     "m": 1.0
    },
    {
     "p": 0.06263238936662674,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0137328514829278,
     "m": 1.0
    },
    {
     "p": 0.08623721450567245,
     "m": 1.0
    },
    {
     "p": 0.061986103653907776,
     "m": 1.0
    },
    {
     "p": 0.05642247200012207,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.5292262434959412,
   "val_loss": 1.0269190073013306,
   "acc": 67.88,
   "time": 44.307830341000226,
   "param": [
    {
     "p": 0.0860966369509697,
     "m": 1.0
    },
    {
     "p": 0.05161581560969353,
     "m": 1.0
    },
    {
     "p": 0.05704529583454132,
     "m": 1.0
    },
    {
     "p": 0.04939064383506775,
     "m": 1.0
    },
    {
     "p": 0.06890751421451569,
     "m": 1.0
    },
    {
     "p": 0.09684959799051285,
     "m": 1.0
    },
    {
     "p": 0.03377632051706314,
     "m": 1.0
    },
    {
     "p": 0.029258158057928085,
     "m": 1.0
    },
    {
     "p": 0.053816135972738266,
     "m": 1.0
    },
    {
     "p": 0.028206659480929375,
     "m": 1.0
    },
    {
     "p": 0.008680540136992931,
     "m": 1.0
    },
    {
     "p": 0.08254679292440414,
     "m": 1.0
    },
    {
     "p": 0.017592869699001312,
     "m": 1.0
    },
    {
     "p": 0.032225895673036575,
     "m": 1.0
    },
    {
     "p": 0.07381217926740646,
     "m": 1.0
    },
    {
     "p": 0.0019158056238666177,
     "m": 1.0
    },
    {
     "p": 0.01724388264119625,
     "m": 1.0
    },
    {
     "p": 0.08688328415155411,
     "m": 1.0
    },
    {
     "p": 0.06384638696908951,
     "m": 1.0
    },
    {
     "p": 0.06028959900140762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.6897883415222168,
   "val_loss": 1.0385384559631348,
   "acc": 67.51,
   "time": 46.128229233000184,
   "param": [
    {
     "p": 0.0956839993596077,
     "m": 1.0
    },
    {
     "p": 0.05616552755236626,
     "m": 1.0
    },
    {
     "p": 0.051724132150411606,
     "m": 1.0
    },
    {
     "p": 0.054556794464588165,
     "m": 1.0
    },
    {
     "p": 0.05813194066286087,
     "m": 1.0
    },
    {
     "p": 0.06661380082368851,
     "m": 1.0
    },
    {
     "p": 0.026577897369861603,
     "m": 1.0
    },
    {
     "p": 0.02186652086675167,
     "m": 1.0
    },
    {
     "p": 0.04748724773526192,
     "m": 1.0
    },
    {
     "p": 0.030434442684054375,
     "m": 1.0
    },
    {
     "p": 0.008958534337580204,
     "m": 1.0
    },
    {
     "p": 0.08668478578329086,
     "m": 1.0
    },
    {
     "p": 0.019672291353344917,
     "m": 1.0
    },
    {
     "p": 0.034280866384506226,
     "m": 1.0
    },
    {
     "p": 0.07854316383600235,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05098121240735054,
     "m": 1.0
    },
    {
     "p": 0.09824954718351364,
     "m": 1.0
    },
    {
     "p": 0.05859166383743286,
     "m": 1.0
    },
    {
     "p": 0.05479562655091286,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.5632485747337341,
   "val_loss": 1.0673151016235352,
   "acc": 68.29,
   "time": 45.441530408999824,
   "param": [
    {
     "p": 0.09324543178081512,
     "m": 1.0
    },
    {
     "p": 0.06515523791313171,
     "m": 1.0
    },
    {
     "p": 0.04613757133483887,
     "m": 1.0
    },
    {
     "p": 0.06315608322620392,
     "m": 1.0
    },
    {
     "p": 0.06042252108454704,
     "m": 1.0
    },
    {
     "p": 0.06050875410437584,
     "m": 1.0
    },
    {
     "p": 0.02152482606470585,
     "m": 1.0
    },
    {
     "p": 0.04179099574685097,
     "m": 1.0
    },
    {
     "p": 0.027293682098388672,
     "m": 1.0
    },
    {
     "p": 0.03944483771920204,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09885255247354507,
     "m": 1.0
    },
    {
     "p": 0.016753220930695534,
     "m": 1.0
    },
    {
     "p": 0.0406959131360054,
     "m": 1.0
    },
    {
     "p": 0.05682140961289406,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.056178268045186996,
     "m": 1.0
    },
    {
     "p": 0.1014840379357338,
     "m": 1.0
    },
    {
     "p": 0.06832901388406754,
     "m": 1.0
    },
    {
     "p": 0.042205601930618286,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.6305965185165405,
   "val_loss": 1.19202721118927,
   "acc": 67.59,
   "time": 44.840692494999985,
   "param": [
    {
     "p": 0.0839301347732544,
     "m": 1.0
    },
    {
     "p": 0.06270633637905121,
     "m": 1.0
    },
    {
     "p": 0.06644310057163239,
     "m": 1.0
    },
    {
     "p": 0.04875997453927994,
     "m": 1.0
    },
    {
     "p": 0.06251801550388336,
     "m": 1.0
    },
    {
     "p": 0.05967526137828827,
     "m": 1.0
    },
    {
     "p": 0.012570608407258987,
     "m": 1.0
    },
    {
     "p": 0.0677327811717987,
     "m": 1.0
    },
    {
     "p": 0.021531395614147186,
     "m": 1.0
    },
    {
     "p": 0.046352870762348175,
     "m": 1.0
    },
    {
     "p": 0.0008418754441663623,
     "m": 1.0
    },
    {
     "p": 0.09204316139221191,
     "m": 1.0
    },
    {
     "p": 0.026391860097646713,
     "m": 1.0
    },
    {
     "p": 0.0384671688079834,
     "m": 1.0
    },
    {
     "p": 0.03670084848999977,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04994869604706764,
     "m": 1.0
    },
    {
     "p": 0.10795515030622482,
     "m": 1.0
    },
    {
     "p": 0.06743818521499634,
     "m": 1.0
    },
    {
     "p": 0.04799254238605499,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.3264378309249878,
   "val_loss": 1.0088999271392822,
   "acc": 68.22,
   "time": 44.99172367700021,
   "param": [
    {
     "p": 0.08050374686717987,
     "m": 1.0
    },
    {
     "p": 0.06008546054363251,
     "m": 1.0
    },
    {
     "p": 0.08456745743751526,
     "m": 1.0
    },
    {
     "p": 0.040694329887628555,
     "m": 1.0
    },
    {
     "p": 0.060100454837083817,
     "m": 1.0
    },
    {
     "p": 0.06476981192827225,
     "m": 1.0
    },
    {
     "p": 0.013009791262447834,
     "m": 1.0
    },
    {
     "p": 0.05627264827489853,
     "m": 1.0
    },
    {
     "p": 0.032589785754680634,
     "m": 1.0
    },
    {
     "p": 0.05550243705511093,
     "m": 1.0
    },
    {
     "p": 0.01656578853726387,
     "m": 1.0
    },
    {
     "p": 0.08129657804965973,
     "m": 1.0
    },
    {
     "p": 0.029955390840768814,
     "m": 1.0
    },
    {
     "p": 0.035389792174100876,
     "m": 1.0
    },
    {
     "p": 0.031730785965919495,
     "m": 1.0
    },
    {
     "p": 0.00762327341362834,
     "m": 1.0
    },
    {
     "p": 0.038398727774620056,
     "m": 1.0
    },
    {
     "p": 0.10597416758537292,
     "m": 1.0
    },
    {
     "p": 0.04487043619155884,
     "m": 1.0
    },
    {
     "p": 0.060099173337221146,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.6310087442398071,
   "val_loss": 0.9854758977890015,
   "acc": 67.69,
   "time": 44.53962266499957,
   "param": [
    {
     "p": 0.08061421662569046,
     "m": 1.0
    },
    {
     "p": 0.08936873823404312,
     "m": 1.0
    },
    {
     "p": 0.09643040597438812,
     "m": 1.0
    },
    {
     "p": 0.03337838128209114,
     "m": 1.0
    },
    {
     "p": 0.04749935492873192,
     "m": 1.0
    },
    {
     "p": 0.07268298417329788,
     "m": 1.0
    },
    {
     "p": 0.020471792668104172,
     "m": 1.0
    },
    {
     "p": 0.05895565450191498,
     "m": 1.0
    },
    {
     "p": 0.03840814158320427,
     "m": 1.0
    },
    {
     "p": 0.059073448181152344,
     "m": 1.0
    },
    {
     "p": 0.024420548230409622,
     "m": 1.0
    },
    {
     "p": 0.09461531043052673,
     "m": 1.0
    },
    {
     "p": 0.029810108244419098,
     "m": 1.0
    },
    {
     "p": 0.03305784985423088,
     "m": 1.0
    },
    {
     "p": 0.022299733012914658,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.016528235748410225,
     "m": 1.0
    },
    {
     "p": 0.1173645481467247,
     "m": 1.0
    },
    {
     "p": 0.013741318136453629,
     "m": 1.0
    },
    {
     "p": 0.05127926543354988,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.5072959661483765,
   "val_loss": 1.1598773002624512,
   "acc": 66.84,
   "time": 44.123222436000106,
   "param": [
    {
     "p": 0.06523697078227997,
     "m": 1.0
    },
    {
     "p": 0.09402686357498169,
     "m": 1.0
    },
    {
     "p": 0.09967806190252304,
     "m": 1.0
    },
    {
     "p": 0.040816884487867355,
     "m": 1.0
    },
    {
     "p": 0.03852332383394241,
     "m": 1.0
    },
    {
     "p": 0.05704140290617943,
     "m": 1.0
    },
    {
     "p": 0.04391879960894585,
     "m": 1.0
    },
    {
     "p": 0.07335644215345383,
     "m": 1.0
    },
    {
     "p": 0.034558672457933426,
     "m": 1.0
    },
    {
     "p": 0.06162416189908981,
     "m": 1.0
    },
    {
     "p": 0.030235908925533295,
     "m": 1.0
    },
    {
     "p": 0.09349655359983444,
     "m": 1.0
    },
    {
     "p": 0.008827743120491505,
     "m": 1.0
    },
    {
     "p": 0.03555548936128616,
     "m": 1.0
    },
    {
     "p": 0.003384698648005724,
     "m": 1.0
    },
    {
     "p": 0.0009811663767322898,
     "m": 1.0
    },
    {
     "p": 0.027470547705888748,
     "m": 1.0
    },
    {
     "p": 0.1250801533460617,
     "m": 1.0
    },
    {
     "p": 0.009841025806963444,
     "m": 1.0
    },
    {
     "p": 0.05634516477584839,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.6020622253417969,
   "val_loss": 0.8357627391815186,
   "acc": 68.43,
   "time": 44.59683743700043,
   "param": [
    {
     "p": 0.057011839002370834,
     "m": 1.0
    },
    {
     "p": 0.07726573944091797,
     "m": 1.0
    },
    {
     "p": 0.07048221677541733,
     "m": 1.0
    },
    {
     "p": 0.05495684966444969,
     "m": 1.0
    },
    {
     "p": 0.05195203050971031,
     "m": 1.0
    },
    {
     "p": 0.061247844249010086,
     "m": 1.0
    },
    {
     "p": 0.06229688599705696,
     "m": 1.0
    },
    {
     "p": 0.057319264858961105,
     "m": 1.0
    },
    {
     "p": 0.03551432862877846,
     "m": 1.0
    },
    {
     "p": 0.042291004210710526,
     "m": 1.0
    },
    {
     "p": 0.03707239031791687,
     "m": 1.0
    },
    {
     "p": 0.08799341320991516,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04633395001292229,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.006649918854236603,
     "m": 1.0
    },
    {
     "p": 0.03342220187187195,
     "m": 1.0
    },
    {
     "p": 0.12461266666650772,
     "m": 1.0
    },
    {
     "p": 0.03756783530116081,
     "m": 1.0
    },
    {
     "p": 0.05600956082344055,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.7393386960029602,
   "val_loss": 1.0043636560440063,
   "acc": 67.71,
   "time": 44.75339834499937,
   "param": [
    {
     "p": 0.06557764112949371,
     "m": 1.0
    },
    {
     "p": 0.07467222213745117,
     "m": 1.0
    },
    {
     "p": 0.06847551465034485,
     "m": 1.0
    },
    {
     "p": 0.04110373556613922,
     "m": 1.0
    },
    {
     "p": 0.069259412586689,
     "m": 1.0
    },
    {
     "p": 0.06840018928050995,
     "m": 1.0
    },
    {
     "p": 0.05409614369273186,
     "m": 1.0
    },
    {
     "p": 0.04277403652667999,
     "m": 1.0
    },
    {
     "p": 0.017691466957330704,
     "m": 1.0
    },
    {
     "p": 0.033010922372341156,
     "m": 1.0
    },
    {
     "p": 0.020579852163791656,
     "m": 1.0
    },
    {
     "p": 0.10308351367712021,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05131519213318825,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.006102956365793943,
     "m": 1.0
    },
    {
     "p": 0.03216048330068588,
     "m": 1.0
    },
    {
     "p": 0.13676172494888306,
     "m": 1.0
    },
    {
     "p": 0.06495613604784012,
     "m": 1.0
    },
    {
     "p": 0.04997890070080757,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.6535622477531433,
   "val_loss": 1.0468196868896484,
   "acc": 68.17,
   "time": 45.41797879099977,
   "param": [
    {
     "p": 0.07080306112766266,
     "m": 1.0
    },
    {
     "p": 0.06950455904006958,
     "m": 1.0
    },
    {
     "p": 0.07632781565189362,
     "m": 1.0
    },
    {
     "p": 0.048233214765787125,
     "m": 1.0
    },
    {
     "p": 0.060125887393951416,
     "m": 1.0
    },
    {
     "p": 0.0663481056690216,
     "m": 1.0
    },
    {
     "p": 0.050555676221847534,
     "m": 1.0
    },
    {
     "p": 0.03210486099123955,
     "m": 1.0
    },
    {
     "p": 0.0261820238083601,
     "m": 1.0
    },
    {
     "p": 0.041912246495485306,
     "m": 1.0
    },
    {
     "p": 0.01748839020729065,
     "m": 1.0
    },
    {
     "p": 0.10293462127447128,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0499255545437336,
     "m": 1.0
    },
    {
     "p": 0.01009886059910059,
     "m": 1.0
    },
    {
     "p": 0.009976569563150406,
     "m": 1.0
    },
    {
     "p": 0.04010629281401634,
     "m": 1.0
    },
    {
     "p": 0.1133202463388443,
     "m": 1.0
    },
    {
     "p": 0.06733846664428711,
     "m": 1.0
    },
    {
     "p": 0.04671356454491615,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.6721038818359375,
   "val_loss": 0.9970610737800598,
   "acc": 68.15,
   "time": 45.34259792500052,
   "param": [
    {
     "p": 0.06829365342855453,
     "m": 1.0
    },
    {
     "p": 0.05640134960412979,
     "m": 1.0
    },
    {
     "p": 0.07484594732522964,
     "m": 1.0
    },
    {
     "p": 0.06435567885637283,
     "m": 1.0
    },
    {
     "p": 0.05562129244208336,
     "m": 1.0
    },
    {
     "p": 0.0740649476647377,
     "m": 1.0
    },
    {
     "p": 0.0560782365500927,
     "m": 1.0
    },
    {
     "p": 0.02686411701142788,
     "m": 1.0
    },
    {
     "p": 0.03147061541676521,
     "m": 1.0
    },
    {
     "p": 0.05585059896111488,
     "m": 1.0
    },
    {
     "p": 0.026007674634456635,
     "m": 1.0
    },
    {
     "p": 0.10928556323051453,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04635385423898697,
     "m": 1.0
    },
    {
     "p": 0.02245841920375824,
     "m": 1.0
    },
    {
     "p": 0.00010832414409378543,
     "m": 1.0
    },
    {
     "p": 0.03739263489842415,
     "m": 1.0
    },
    {
     "p": 0.09186925739049911,
     "m": 1.0
    },
    {
     "p": 0.06400441378355026,
     "m": 1.0
    },
    {
     "p": 0.03867339342832565,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.46590888500213623,
   "val_loss": 1.0745820999145508,
   "acc": 67.46,
   "time": 44.920423131999996,
   "param": [
    {
     "p": 0.06354190409183502,
     "m": 1.0
    },
    {
     "p": 0.060988299548625946,
     "m": 1.0
    },
    {
     "p": 0.0799599215388298,
     "m": 1.0
    },
    {
     "p": 0.05096358433365822,
     "m": 1.0
    },
    {
     "p": 0.038698673248291016,
     "m": 1.0
    },
    {
     "p": 0.08859341591596603,
     "m": 1.0
    },
    {
     "p": 0.06041727960109711,
     "m": 1.0
    },
    {
     "p": 0.032709941267967224,
     "m": 1.0
    },
    {
     "p": 0.01819389872252941,
     "m": 1.0
    },
    {
     "p": 0.06371064484119415,
     "m": 1.0
    },
    {
     "p": 0.046108633279800415,
     "m": 1.0
    },
    {
     "p": 0.12832805514335632,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.031624685972929,
     "m": 1.0
    },
    {
     "p": 0.01694515533745289,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01921193115413189,
     "m": 1.0
    },
    {
     "p": 0.1204436793923378,
     "m": 1.0
    },
    {
     "p": 0.030391305685043335,
     "m": 1.0
    },
    {
     "p": 0.04916897788643837,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.5115776658058167,
   "val_loss": 1.022456407546997,
   "acc": 68.67,
   "time": 44.711822364,
   "param": [
    {
     "p": 0.058987826108932495,
     "m": 1.0
    },
    {
     "p": 0.049759164452552795,
     "m": 1.0
    },
    {
     "p": 0.08085963875055313,
     "m": 1.0
    },
    {
     "p": 0.03175313398241997,
     "m": 1.0
    },
    {
     "p": 0.045144062489271164,
     "m": 1.0
    },
    {
     "p": 0.08667211979627609,
     "m": 1.0
    },
    {
     "p": 0.05946238711476326,
     "m": 1.0
    },
    {
     "p": 0.025923272594809532,
     "m": 1.0
    },
    {
     "p": 0.028417974710464478,
     "m": 1.0
    },
    {
     "p": 0.06064150854945183,
     "m": 1.0
    },
    {
     "p": 0.07200152426958084,
     "m": 1.0
    },
    {
     "p": 0.14619643986225128,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.026848113164305687,
     "m": 1.0
    },
    {
     "p": 0.004733302630484104,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.017230624333024025,
     "m": 1.0
    },
    {
     "p": 0.12832200527191162,
     "m": 1.0
    },
    {
     "p": 0.019949113950133324,
     "m": 1.0
    },
    {
     "p": 0.057097841054201126,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.3320075273513794,
   "val_loss": 0.806094765663147,
   "acc": 67.56,
   "time": 44.67566889400041,
   "param": [
    {
     "p": 0.05803363025188446,
     "m": 1.0
    },
    {
     "p": 0.06200532615184784,
     "m": 1.0
    },
    {
     "p": 0.06840872019529343,
     "m": 1.0
    },
    {
     "p": 0.02677142806351185,
     "m": 1.0
    },
    {
     "p": 0.05805008113384247,
     "m": 1.0
    },
    {
     "p": 0.0683489739894867,
     "m": 1.0
    },
    {
     "p": 0.06785664707422256,
     "m": 1.0
    },
    {
     "p": 0.022721782326698303,
     "m": 1.0
    },
    {
     "p": 0.04121313616633415,
     "m": 1.0
    },
    {
     "p": 0.05755489319562912,
     "m": 1.0
    },
    {
     "p": 0.07568368315696716,
     "m": 1.0
    },
    {
     "p": 0.15121863782405853,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04032557085156441,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0012750059831887484,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13563616573810577,
     "m": 1.0
    },
    {
     "p": 0.008763316087424755,
     "m": 1.0
    },
    {
     "p": 0.0561329685151577,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.41572943329811096,
   "val_loss": 1.0138460397720337,
   "acc": 68.51,
   "time": 44.28917917199942,
   "param": [
    {
     "p": 0.06113375350832939,
     "m": 1.0
    },
    {
     "p": 0.05386005714535713,
     "m": 1.0
    },
    {
     "p": 0.06271403282880783,
     "m": 1.0
    },
    {
     "p": 0.05716726928949356,
     "m": 1.0
    },
    {
     "p": 0.05263363569974899,
     "m": 1.0
    },
    {
     "p": 0.05561446025967598,
     "m": 1.0
    },
    {
     "p": 0.06938211619853973,
     "m": 1.0
    },
    {
     "p": 0.035430822521448135,
     "m": 1.0
    },
    {
     "p": 0.041892942041158676,
     "m": 1.0
    },
    {
     "p": 0.046192802488803864,
     "m": 1.0
    },
    {
     "p": 0.04893483594059944,
     "m": 1.0
    },
    {
     "p": 0.14850151538848877,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.051471225917339325,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.009979188442230225,
     "m": 1.0
    },
    {
     "p": 0.005818438716232777,
     "m": 1.0
    },
    {
     "p": 0.14258244633674622,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05669041723012924,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.33547332882881165,
   "val_loss": 0.9552358984947205,
   "acc": 68.72,
   "time": 45.50533097599964,
   "param": [
    {
     "p": 0.0726693645119667,
     "m": 1.0
    },
    {
     "p": 0.02731168083846569,
     "m": 1.0
    },
    {
     "p": 0.06753293424844742,
     "m": 1.0
    },
    {
     "p": 0.1010088250041008,
     "m": 1.0
    },
    {
     "p": 0.04314989969134331,
     "m": 1.0
    },
    {
     "p": 0.058589354157447815,
     "m": 1.0
    },
    {
     "p": 0.06824883073568344,
     "m": 1.0
    },
    {
     "p": 0.056485217064619064,
     "m": 1.0
    },
    {
     "p": 0.03557891398668289,
     "m": 1.0
    },
    {
     "p": 0.03220808133482933,
     "m": 1.0
    },
    {
     "p": 0.03795705363154411,
     "m": 1.0
    },
    {
     "p": 0.14287614822387695,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.052826475352048874,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.002392677590250969,
     "m": 1.0
    },
    {
     "p": 0.01992764323949814,
     "m": 1.0
    },
    {
     "p": 0.13595585525035858,
     "m": 1.0
    },
    {
     "p": 0.003452146193012595,
     "m": 1.0
    },
    {
     "p": 0.04182889685034752,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.5304639339447021,
   "val_loss": 1.0282845497131348,
   "acc": 68.14,
   "time": 45.40867490100027,
   "param": [
    {
     "p": 0.06330772489309311,
     "m": 1.0
    },
    {
     "p": 0.02525249868631363,
     "m": 1.0
    },
    {
     "p": 0.06466899067163467,
     "m": 1.0
    },
    {
     "p": 0.101223886013031,
     "m": 1.0
    },
    {
     "p": 0.045010194182395935,
     "m": 1.0
    },
    {
     "p": 0.07066445797681808,
     "m": 1.0
    },
    {
     "p": 0.03629564866423607,
     "m": 1.0
    },
    {
     "p": 0.06517153233289719,
     "m": 1.0
    },
    {
     "p": 0.024663979187607765,
     "m": 1.0
    },
    {
     "p": 0.04174976423382759,
     "m": 1.0
    },
    {
     "p": 0.0360071025788784,
     "m": 1.0
    },
    {
     "p": 0.11797274649143219,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05130457133054733,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05065952241420746,
     "m": 1.0
    },
    {
     "p": 0.12067747116088867,
     "m": 1.0
    },
    {
     "p": 0.040781911462545395,
     "m": 1.0
    },
    {
     "p": 0.044587891548871994,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.4164268672466278,
   "val_loss": 1.0755833387374878,
   "acc": 68.18,
   "time": 45.736947356999735,
   "param": [
    {
     "p": 0.056522566825151443,
     "m": 1.0
    },
    {
     "p": 0.03983968868851662,
     "m": 1.0
    },
    {
     "p": 0.059681881219148636,
     "m": 1.0
    },
    {
     "p": 0.0902843102812767,
     "m": 1.0
    },
    {
     "p": 0.05471926927566528,
     "m": 1.0
    },
    {
     "p": 0.07407491654157639,
     "m": 1.0
    },
    {
     "p": 0.020642144605517387,
     "m": 1.0
    },
    {
     "p": 0.06370081007480621,
     "m": 1.0
    },
    {
     "p": 0.020492667332291603,
     "m": 1.0
    },
    {
     "p": 0.04814069718122482,
     "m": 1.0
    },
    {
     "p": 0.02985602803528309,
     "m": 1.0
    },
    {
     "p": 0.10718978941440582,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.057824574410915375,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.00034326917375437915,
     "m": 1.0
    },
    {
     "p": 0.0415731705725193,
     "m": 1.0
    },
    {
     "p": 0.12216580659151077,
     "m": 1.0
    },
    {
     "p": 0.07078013569116592,
     "m": 1.0
    },
    {
     "p": 0.04216824099421501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.7587806582450867,
   "val_loss": 0.9817720651626587,
   "acc": 68.37,
   "time": 45.0447216120001,
   "param": [
    {
     "p": 0.05208413675427437,
     "m": 1.0
    },
    {
     "p": 0.05428740009665489,
     "m": 1.0
    },
    {
     "p": 0.08240452408790588,
     "m": 1.0
    },
    {
     "p": 0.056169744580984116,
     "m": 1.0
    },
    {
     "p": 0.059152550995349884,
     "m": 1.0
    },
    {
     "p": 0.08665797859430313,
     "m": 1.0
    },
    {
     "p": 0.022949257865548134,
     "m": 1.0
    },
    {
     "p": 0.049024369567632675,
     "m": 1.0
    },
    {
     "p": 0.027885282412171364,
     "m": 1.0
    },
    {
     "p": 0.044540949165821075,
     "m": 1.0
    },
    {
     "p": 0.037389833480119705,
     "m": 1.0
    },
    {
     "p": 0.09949620068073273,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05300750583410263,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.02771180123090744,
     "m": 1.0
    },
    {
     "p": 0.12086331844329834,
     "m": 1.0
    },
    {
     "p": 0.09598860144615173,
     "m": 1.0
    },
    {
     "p": 0.03038657456636429,
     "m": 1.0
    }
   ]
  }
 ]
}