{
 "Accuracy": 71.92,
 "Time": [
  136.72093415972623,
  7.727253099652695
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.232186794281006,
   "val_loss": 2.2966835498809814,
   "acc": 11.25,
   "time": 152.0225105630234,
   "param": [
    {
     "p": 0.10891421139240265,
     "m": 1.0
    },
    {
     "p": 0.03713854402303696,
     "m": 1.0
    },
    {
     "p": 0.05619031563401222,
     "m": 1.0
    },
    {
     "p": 0.0969671830534935,
     "m": 1.0
    },
    {
     "p": 0.07009057700634003,
     "m": 1.0
    },
    {
     "p": 0.08317729085683823,
     "m": 1.0
    },
    {
     "p": 0.07095109671354294,
     "m": 1.0
    },
    {
     "p": 0.11267638206481934,
     "m": 1.0
    },
    {
     "p": 0.023903727531433105,
     "m": 1.0
    },
    {
     "p": 0.07624737918376923,
     "m": 1.0
    },
    {
     "p": 0.06578807532787323,
     "m": 1.0
    },
    {
     "p": 0.0931934043765068,
     "m": 1.0
    },
    {
     "p": 0.07910004258155823,
     "m": 1.0
    },
    {
     "p": 0.025661714375019073,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.2097554206848145,
   "val_loss": 2.2201426029205322,
   "acc": 19.77,
   "time": 154.3712595520774,
   "param": [
    {
     "p": 0.13123077154159546,
     "m": 1.0
    },
    {
     "p": 0.08801032602787018,
     "m": 1.0
    },
    {
     "p": 0.04625566676259041,
     "m": 1.0
    },
    {
     "p": 0.10807176679372787,
     "m": 1.0
    },
    {
     "p": 0.03381878510117531,
     "m": 1.0
    },
    {
     "p": 0.09809248894453049,
     "m": 1.0
    },
    {
     "p": 0.08563976734876633,
     "m": 1.0
    },
    {
     "p": 0.07426813244819641,
     "m": 1.0
    },
    {
     "p": 0.016785595566034317,
     "m": 1.0
    },
    {
     "p": 0.04927033931016922,
     "m": 1.0
    },
    {
     "p": 0.09312926977872849,
     "m": 1.0
    },
    {
     "p": 0.0944066196680069,
     "m": 1.0
    },
    {
     "p": 0.0705961063504219,
     "m": 1.0
    },
    {
     "p": 0.010424246080219746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.1734225749969482,
   "val_loss": 2.101975202560425,
   "acc": 23.32,
   "time": 134.59450121200643,
   "param": [
    {
     "p": 0.08419135957956314,
     "m": 1.0
    },
    {
     "p": 0.04505370929837227,
     "m": 1.0
    },
    {
     "p": 0.08261922001838684,
     "m": 1.0
    },
    {
     "p": 0.1251922845840454,
     "m": 1.0
    },
    {
     "p": 0.05754612386226654,
     "m": 1.0
    },
    {
     "p": 0.05036039650440216,
     "m": 1.0
    },
    {
     "p": 0.044001441448926926,
     "m": 1.0
    },
    {
     "p": 0.10117290914058685,
     "m": 1.0
    },
    {
     "p": 0.1285635530948639,
     "m": 1.0
    },
    {
     "p": 0.049390360713005066,
     "m": 1.0
    },
    {
     "p": 0.08966239541769028,
     "m": 1.0
    },
    {
     "p": 0.05503387004137039,
     "m": 1.0
    },
    {
     "p": 0.07484365254640579,
     "m": 1.0
    },
    {
     "p": 0.012368674390017986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.1580588817596436,
   "val_loss": 1.9557489156723022,
   "acc": 27.44,
   "time": 155.29633796401322,
   "param": [
    {
     "p": 0.08215606957674026,
     "m": 1.0
    },
    {
     "p": 0.08841025829315186,
     "m": 1.0
    },
    {
     "p": 0.029424626380205154,
     "m": 1.0
    },
    {
     "p": 0.07797187566757202,
     "m": 1.0
    },
    {
     "p": 0.10431478172540665,
     "m": 1.0
    },
    {
     "p": 0.05956736579537392,
     "m": 1.0
    },
    {
     "p": 0.06286176294088364,
     "m": 1.0
    },
    {
     "p": 0.07603321224451065,
     "m": 1.0
    },
    {
     "p": 0.08303990960121155,
     "m": 1.0
    },
    {
     "p": 0.07886344939470291,
     "m": 1.0
    },
    {
     "p": 0.049345556646585464,
     "m": 1.0
    },
    {
     "p": 0.08794355392456055,
     "m": 1.0
    },
    {
     "p": 0.08646030724048615,
     "m": 1.0
    },
    {
     "p": 0.03360722213983536,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.07053804397583,
   "val_loss": 1.841216802597046,
   "acc": 32.41,
   "time": 131.90093910193536,
   "param": [
    {
     "p": 0.05723382532596588,
     "m": 1.0
    },
    {
     "p": 0.03788972273468971,
     "m": 1.0
    },
    {
     "p": 0.11220619827508926,
     "m": 1.0
    },
    {
     "p": 0.08416582643985748,
     "m": 1.0
    },
    {
     "p": 0.035444363951683044,
     "m": 1.0
    },
    {
     "p": 0.08059149980545044,
     "m": 1.0
    },
    {
     "p": 0.12473276257514954,
     "m": 1.0
    },
    {
     "p": 0.05910488963127136,
     "m": 1.0
    },
    {
     "p": 0.04138032719492912,
     "m": 1.0
    },
    {
     "p": 0.09802648425102234,
     "m": 1.0
    },
    {
     "p": 0.05456237122416496,
     "m": 1.0
    },
    {
     "p": 0.0457763709127903,
     "m": 1.0
    },
    {
     "p": 0.08200223743915558,
     "m": 1.0
    },
    {
     "p": 0.08688303083181381,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.033790349960327,
   "val_loss": 1.8255916833877563,
   "acc": 36.18,
   "time": 130.53407321393024,
   "param": [
    {
     "p": 0.06581906974315643,
     "m": 1.0
    },
    {
     "p": 0.07425637543201447,
     "m": 1.0
    },
    {
     "p": 0.06812278181314468,
     "m": 1.0
    },
    {
     "p": 0.06640990078449249,
     "m": 1.0
    },
    {
     "p": 0.0776953473687172,
     "m": 1.0
    },
    {
     "p": 0.07415637373924255,
     "m": 1.0
    },
    {
     "p": 0.07748152315616608,
     "m": 1.0
    },
    {
     "p": 0.09582182765007019,
     "m": 1.0
    },
    {
     "p": 0.0640188530087471,
     "m": 1.0
    },
    {
     "p": 0.06972108781337738,
     "m": 1.0
    },
    {
     "p": 0.04260416701436043,
     "m": 1.0
    },
    {
     "p": 0.08668264001607895,
     "m": 1.0
    },
    {
     "p": 0.08266832679510117,
     "m": 1.0
    },
    {
     "p": 0.05454179272055626,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.0440688133239746,
   "val_loss": 1.7830827236175537,
   "acc": 38.16,
   "time": 137.53174176998436,
   "param": [
    {
     "p": 0.08123757690191269,
     "m": 1.0
    },
    {
     "p": 0.06595543026924133,
     "m": 1.0
    },
    {
     "p": 0.06471392512321472,
     "m": 1.0
    },
    {
     "p": 0.07548757642507553,
     "m": 1.0
    },
    {
     "p": 0.021432537585496902,
     "m": 1.0
    },
    {
     "p": 0.0695420652627945,
     "m": 1.0
    },
    {
     "p": 0.10369087010622025,
     "m": 1.0
    },
    {
     "p": 0.08546273410320282,
     "m": 1.0
    },
    {
     "p": 0.07132285833358765,
     "m": 1.0
    },
    {
     "p": 0.10219340771436691,
     "m": 1.0
    },
    {
     "p": 0.05849660560488701,
     "m": 1.0
    },
    {
     "p": 0.07644306123256683,
     "m": 1.0
    },
    {
     "p": 0.07984114438295364,
     "m": 1.0
    },
    {
     "p": 0.04418026655912399,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.8697075843811035,
   "val_loss": 1.7696325778961182,
   "acc": 38.65,
   "time": 131.9225144489901,
   "param": [
    {
     "p": 0.06399409472942352,
     "m": 1.0
    },
    {
     "p": 0.07577189803123474,
     "m": 1.0
    },
    {
     "p": 0.08693390339612961,
     "m": 1.0
    },
    {
     "p": 0.08923808485269547,
     "m": 1.0
    },
    {
     "p": 0.053071945905685425,
     "m": 1.0
    },
    {
     "p": 0.05452704057097435,
     "m": 1.0
    },
    {
     "p": 0.04536855220794678,
     "m": 1.0
    },
    {
     "p": 0.05972614511847496,
     "m": 1.0
    },
    {
     "p": 0.07071013748645782,
     "m": 1.0
    },
    {
     "p": 0.10265208780765533,
     "m": 1.0
    },
    {
     "p": 0.0778266042470932,
     "m": 1.0
    },
    {
     "p": 0.09174972027540207,
     "m": 1.0
    },
    {
     "p": 0.06794717162847519,
     "m": 1.0
    },
    {
     "p": 0.06048262119293213,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.9405300617218018,
   "val_loss": 1.662536382675171,
   "acc": 40.28,
   "time": 131.52076133002993,
   "param": [
    {
     "p": 0.07830418646335602,
     "m": 1.0
    },
    {
     "p": 0.04575679451227188,
     "m": 1.0
    },
    {
     "p": 0.08814495801925659,
     "m": 1.0
    },
    {
     "p": 0.02565581351518631,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13451772928237915,
     "m": 1.0
    },
    {
     "p": 0.05032671242952347,
     "m": 1.0
    },
    {
     "p": 0.06361822038888931,
     "m": 1.0
    },
    {
     "p": 0.0667555183172226,
     "m": 1.0
    },
    {
     "p": 0.0926077589392662,
     "m": 1.0
    },
    {
     "p": 0.09154284745454788,
     "m": 1.0
    },
    {
     "p": 0.08268792182207108,
     "m": 1.0
    },
    {
     "p": 0.09680569916963577,
     "m": 1.0
    },
    {
     "p": 0.08327572792768478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 2.1363513469696045,
   "val_loss": 1.5837782621383667,
   "acc": 41.65,
   "time": 128.96724542800803,
   "param": [
    {
     "p": 0.051536235958337784,
     "m": 1.0
    },
    {
     "p": 0.056357402354478836,
     "m": 1.0
    },
    {
     "p": 0.10217954963445663,
     "m": 1.0
    },
    {
     "p": 0.06826790422201157,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10971219837665558,
     "m": 1.0
    },
    {
     "p": 0.06560900807380676,
     "m": 1.0
    },
    {
     "p": 0.06899821013212204,
     "m": 1.0
    },
    {
     "p": 0.10409842431545258,
     "m": 1.0
    },
    {
     "p": 0.06557629257440567,
     "m": 1.0
    },
    {
     "p": 0.0804024264216423,
     "m": 1.0
    },
    {
     "p": 0.09617841243743896,
     "m": 1.0
    },
    {
     "p": 0.06183462589979172,
     "m": 1.0
    },
    {
     "p": 0.06924929469823837,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.9703682661056519,
   "val_loss": 1.6622620820999146,
   "acc": 40.44,
   "time": 132.25628508604132,
   "param": [
    {
     "p": 0.07985007017850876,
     "m": 1.0
    },
    {
     "p": 0.048206478357315063,
     "m": 1.0
    },
    {
     "p": 0.07997450977563858,
     "m": 1.0
    },
    {
     "p": 0.04446728900074959,
     "m": 1.0
    },
    {
     "p": 0.014988614246249199,
     "m": 1.0
    },
    {
     "p": 0.07272094488143921,
     "m": 1.0
    },
    {
     "p": 0.12582071125507355,
     "m": 1.0
    },
    {
     "p": 0.08460788428783417,
     "m": 1.0
    },
    {
     "p": 0.07750529050827026,
     "m": 1.0
    },
    {
     "p": 0.10320769250392914,
     "m": 1.0
    },
    {
     "p": 0.05448415130376816,
     "m": 1.0
    },
    {
     "p": 0.09065484255552292,
     "m": 1.0
    },
    {
     "p": 0.07650381326675415,
     "m": 1.0
    },
    {
     "p": 0.0470077209174633,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 2.0691070556640625,
   "val_loss": 1.6330506801605225,
   "acc": 40.1,
   "time": 149.79557371500414,
   "param": [
    {
     "p": 0.05977945774793625,
     "m": 1.0
    },
    {
     "p": 0.006391691975295544,
     "m": 1.0
    },
    {
     "p": 0.06279683113098145,
     "m": 1.0
    },
    {
     "p": 0.012547187507152557,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10442836582660675,
     "m": 1.0
    },
    {
     "p": 0.08472795784473419,
     "m": 1.0
    },
    {
     "p": 0.09708239138126373,
     "m": 1.0
    },
    {
     "p": 0.1251787394285202,
     "m": 1.0
    },
    {
     "p": 0.1261363923549652,
     "m": 1.0
    },
    {
     "p": 0.0535602830350399,
     "m": 1.0
    },
    {
     "p": 0.11256881803274155,
     "m": 1.0
    },
    {
     "p": 0.06393466889858246,
     "m": 1.0
    },
    {
     "p": 0.0908672884106636,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.9203906059265137,
   "val_loss": 1.5763224363327026,
   "acc": 42.42,
   "time": 133.88304544507992,
   "param": [
    {
     "p": 0.08673553913831711,
     "m": 1.0
    },
    {
     "p": 0.03208298236131668,
     "m": 1.0
    },
    {
     "p": 0.06964465975761414,
     "m": 1.0
    },
    {
     "p": 0.0006157793686725199,
     "m": 1.0
    },
    {
     "p": 0.03791308030486107,
     "m": 1.0
    },
    {
     "p": 0.12941846251487732,
     "m": 1.0
    },
    {
     "p": 0.06646469980478287,
     "m": 1.0
    },
    {
     "p": 0.07136867940425873,
     "m": 1.0
    },
    {
     "p": 0.11543187499046326,
     "m": 1.0
    },
    {
     "p": 0.09391088038682938,
     "m": 1.0
    },
    {
     "p": 0.08723552525043488,
     "m": 1.0
    },
    {
     "p": 0.0831114873290062,
     "m": 1.0
    },
    {
     "p": 0.05687956511974335,
     "m": 1.0
    },
    {
     "p": 0.06918676942586899,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.7112219333648682,
   "val_loss": 1.6325535774230957,
   "acc": 43.24,
   "time": 126.19828201900236,
   "param": [
    {
     "p": 0.11431294679641724,
     "m": 1.0
    },
    {
     "p": 0.07882273197174072,
     "m": 1.0
    },
    {
     "p": 0.10100316256284714,
     "m": 1.0
    },
    {
     "p": 0.01362564880400896,
     "m": 1.0
    },
    {
     "p": 0.008101535961031914,
     "m": 1.0
    },
    {
     "p": 0.09961657226085663,
     "m": 1.0
    },
    {
     "p": 0.0644148513674736,
     "m": 1.0
    },
    {
     "p": 0.06745138019323349,
     "m": 1.0
    },
    {
     "p": 0.0949118435382843,
     "m": 1.0
    },
    {
     "p": 0.08796212077140808,
     "m": 1.0
    },
    {
     "p": 0.05365350469946861,
     "m": 1.0
    },
    {
     "p": 0.08769918978214264,
     "m": 1.0
    },
    {
     "p": 0.0939846932888031,
     "m": 1.0
    },
    {
     "p": 0.0344398133456707,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.8416873216629028,
   "val_loss": 1.529697060585022,
   "acc": 44.84,
   "time": 134.0508773169713,
   "param": [
    {
     "p": 0.08355176448822021,
     "m": 1.0
    },
    {
     "p": 0.057361871004104614,
     "m": 1.0
    },
    {
     "p": 0.06075083091855049,
     "m": 1.0
    },
    {
     "p": 0.04433353245258331,
     "m": 1.0
    },
    {
     "p": 0.022612828761339188,
     "m": 1.0
    },
    {
     "p": 0.0767178162932396,
     "m": 1.0
    },
    {
     "p": 0.1041700467467308,
     "m": 1.0
    },
    {
     "p": 0.07570601999759674,
     "m": 1.0
    },
    {
     "p": 0.0592123307287693,
     "m": 1.0
    },
    {
     "p": 0.08461890369653702,
     "m": 1.0
    },
    {
     "p": 0.10445982962846756,
     "m": 1.0
    },
    {
     "p": 0.07458050549030304,
     "m": 1.0
    },
    {
     "p": 0.09938376396894455,
     "m": 1.0
    },
    {
     "p": 0.05253990367054939,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.8462857007980347,
   "val_loss": 1.4813897609710693,
   "acc": 46.48,
   "time": 130.37641161691863,
   "param": [
    {
     "p": 0.11584474891424179,
     "m": 1.0
    },
    {
     "p": 0.020475000143051147,
     "m": 1.0
    },
    {
     "p": 0.057672712951898575,
     "m": 1.0
    },
    {
     "p": 0.05549801141023636,
     "m": 1.0
    },
    {
     "p": 0.029452811926603317,
     "m": 1.0
    },
    {
     "p": 0.1040952131152153,
     "m": 1.0
    },
    {
     "p": 0.09832385182380676,
     "m": 1.0
    },
    {
     "p": 0.06406959891319275,
     "m": 1.0
    },
    {
     "p": 0.05784180760383606,
     "m": 1.0
    },
    {
     "p": 0.09073467552661896,
     "m": 1.0
    },
    {
     "p": 0.06368070095777512,
     "m": 1.0
    },
    {
     "p": 0.09200365841388702,
     "m": 1.0
    },
    {
     "p": 0.06104471907019615,
     "m": 1.0
    },
    {
     "p": 0.0892624482512474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.8268604278564453,
   "val_loss": 1.4638642072677612,
   "acc": 46.37,
   "time": 152.89832701394334,
   "param": [
    {
     "p": 0.03443504124879837,
     "m": 1.0
    },
    {
     "p": 0.07353430986404419,
     "m": 1.0
    },
    {
     "p": 0.08399034291505814,
     "m": 1.0
    },
    {
     "p": 0.03551756963133812,
     "m": 1.0
    },
    {
     "p": 0.046471007168293,
     "m": 1.0
    },
    {
     "p": 0.10882601141929626,
     "m": 1.0
    },
    {
     "p": 0.11700907349586487,
     "m": 1.0
    },
    {
     "p": 0.05338480323553085,
     "m": 1.0
    },
    {
     "p": 0.05269501730799675,
     "m": 1.0
    },
    {
     "p": 0.09959351271390915,
     "m": 1.0
    },
    {
     "p": 0.07258225977420807,
     "m": 1.0
    },
    {
     "p": 0.08746770024299622,
     "m": 1.0
    },
    {
     "p": 0.09059352427721024,
     "m": 1.0
    },
    {
     "p": 0.04389983043074608,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.888144850730896,
   "val_loss": 1.5298877954483032,
   "acc": 46.03,
   "time": 138.27124806202482,
   "param": [
    {
     "p": 0.08136776834726334,
     "m": 1.0
    },
    {
     "p": 0.06254559755325317,
     "m": 1.0
    },
    {
     "p": 0.08549400418996811,
     "m": 1.0
    },
    {
     "p": 0.043978650122880936,
     "m": 1.0
    },
    {
     "p": 0.013904737308621407,
     "m": 1.0
    },
    {
     "p": 0.08129332214593887,
     "m": 1.0
    },
    {
     "p": 0.10269433259963989,
     "m": 1.0
    },
    {
     "p": 0.0850018635392189,
     "m": 1.0
    },
    {
     "p": 0.054618626832962036,
     "m": 1.0
    },
    {
     "p": 0.0714082270860672,
     "m": 1.0
    },
    {
     "p": 0.06332970410585403,
     "m": 1.0
    },
    {
     "p": 0.09142803400754929,
     "m": 1.0
    },
    {
     "p": 0.10312997549772263,
     "m": 1.0
    },
    {
     "p": 0.05980508401989937,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.9309333562850952,
   "val_loss": 1.4374644756317139,
   "acc": 47.69,
   "time": 146.46792079799343,
   "param": [
    {
     "p": 0.06826899200677872,
     "m": 1.0
    },
    {
     "p": 0.06674960255622864,
     "m": 1.0
    },
    {
     "p": 0.06889843940734863,
     "m": 1.0
    },
    {
     "p": 0.06854604184627533,
     "m": 1.0
    },
    {
     "p": 0.04893157631158829,
     "m": 1.0
    },
    {
     "p": 0.059771232306957245,
     "m": 1.0
    },
    {
     "p": 0.07634540647268295,
     "m": 1.0
    },
    {
     "p": 0.06733351200819016,
     "m": 1.0
    },
    {
     "p": 0.09229525178670883,
     "m": 1.0
    },
    {
     "p": 0.10149751603603363,
     "m": 1.0
    },
    {
     "p": 0.07070774585008621,
     "m": 1.0
    },
    {
     "p": 0.08703900128602982,
     "m": 1.0
    },
    {
     "p": 0.05314178764820099,
     "m": 1.0
    },
    {
     "p": 0.07047383487224579,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.9059243202209473,
   "val_loss": 1.4285297393798828,
   "acc": 49.29,
   "time": 132.51631190697663,
   "param": [
    {
     "p": 0.0801672488451004,
     "m": 1.0
    },
    {
     "p": 0.011671632528305054,
     "m": 1.0
    },
    {
     "p": 0.07628139853477478,
     "m": 1.0
    },
    {
     "p": 0.04336295649409294,
     "m": 1.0
    },
    {
     "p": 0.0029920856468379498,
     "m": 1.0
    },
    {
     "p": 0.10791946947574615,
     "m": 1.0
    },
    {
     "p": 0.1072375699877739,
     "m": 1.0
    },
    {
     "p": 0.09762612730264664,
     "m": 1.0
    },
    {
     "p": 0.08495321124792099,
     "m": 1.0
    },
    {
     "p": 0.07659929245710373,
     "m": 1.0
    },
    {
     "p": 0.051860515028238297,
     "m": 1.0
    },
    {
     "p": 0.07628230005502701,
     "m": 1.0
    },
    {
     "p": 0.11204097419977188,
     "m": 1.0
    },
    {
     "p": 0.07100532203912735,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.6886969804763794,
   "val_loss": 1.3555521965026855,
   "acc": 50.21,
   "time": 144.66564407898113,
   "param": [
    {
     "p": 0.0768849104642868,
     "m": 1.0
    },
    {
     "p": 0.04898880049586296,
     "m": 1.0
    },
    {
     "p": 0.07925887405872345,
     "m": 1.0
    },
    {
     "p": 0.06829333305358887,
     "m": 1.0
    },
    {
     "p": 0.036872219294309616,
     "m": 1.0
    },
    {
     "p": 0.061013393104076385,
     "m": 1.0
    },
    {
     "p": 0.08633879572153091,
     "m": 1.0
    },
    {
     "p": 0.08155670762062073,
     "m": 1.0
    },
    {
     "p": 0.07250509411096573,
     "m": 1.0
    },
    {
     "p": 0.0751829445362091,
     "m": 1.0
    },
    {
     "p": 0.07457396388053894,
     "m": 1.0
    },
    {
     "p": 0.09023769944906235,
     "m": 1.0
    },
    {
     "p": 0.0799030140042305,
     "m": 1.0
    },
    {
     "p": 0.06839018315076828,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.6661322116851807,
   "val_loss": 1.4798327684402466,
   "acc": 47.66,
   "time": 129.56473775801715,
   "param": [
    {
     "p": 0.11693845689296722,
     "m": 1.0
    },
    {
     "p": 0.02732716128230095,
     "m": 1.0
    },
    {
     "p": 0.0911434143781662,
     "m": 1.0
    },
    {
     "p": 0.044209569692611694,
     "m": 1.0
    },
    {
     "p": 0.031104158610105515,
     "m": 1.0
    },
    {
     "p": 0.06622987985610962,
     "m": 1.0
    },
    {
     "p": 0.07529915869235992,
     "m": 1.0
    },
    {
     "p": 0.05489811301231384,
     "m": 1.0
    },
    {
     "p": 0.10695233941078186,
     "m": 1.0
    },
    {
     "p": 0.0860428437590599,
     "m": 1.0
    },
    {
     "p": 0.03938348963856697,
     "m": 1.0
    },
    {
     "p": 0.07335025817155838,
     "m": 1.0
    },
    {
     "p": 0.12228348106145859,
     "m": 1.0
    },
    {
     "p": 0.06483767926692963,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.8289484977722168,
   "val_loss": 1.3884867429733276,
   "acc": 50.93,
   "time": 136.96721908496693,
   "param": [
    {
     "p": 0.0971747413277626,
     "m": 1.0
    },
    {
     "p": 0.039452359080314636,
     "m": 1.0
    },
    {
     "p": 0.10191294550895691,
     "m": 1.0
    },
    {
     "p": 0.0485871285200119,
     "m": 1.0
    },
    {
     "p": 0.05229846015572548,
     "m": 1.0
    },
    {
     "p": 0.07657187432050705,
     "m": 1.0
    },
    {
     "p": 0.07731412351131439,
     "m": 1.0
    },
    {
     "p": 0.057512953877449036,
     "m": 1.0
    },
    {
     "p": 0.06337452679872513,
     "m": 1.0
    },
    {
     "p": 0.09115038067102432,
     "m": 1.0
    },
    {
     "p": 0.04159697890281677,
     "m": 1.0
    },
    {
     "p": 0.09909355640411377,
     "m": 1.0
    },
    {
     "p": 0.10051684826612473,
     "m": 1.0
    },
    {
     "p": 0.053443167358636856,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.6769174337387085,
   "val_loss": 1.3421865701675415,
   "acc": 49.37,
   "time": 141.08831792103592,
   "param": [
    {
     "p": 0.06642307341098785,
     "m": 1.0
    },
    {
     "p": 0.03605310991406441,
     "m": 1.0
    },
    {
     "p": 0.12420380115509033,
     "m": 1.0
    },
    {
     "p": 0.02612696774303913,
     "m": 1.0
    },
    {
     "p": 0.03334919735789299,
     "m": 1.0
    },
    {
     "p": 0.045796774327754974,
     "m": 1.0
    },
    {
     "p": 0.083649180829525,
     "m": 1.0
    },
    {
     "p": 0.09468072652816772,
     "m": 1.0
    },
    {
     "p": 0.06355726718902588,
     "m": 1.0
    },
    {
     "p": 0.11728080362081528,
     "m": 1.0
    },
    {
     "p": 0.05144576355814934,
     "m": 1.0
    },
    {
     "p": 0.11401467025279999,
     "m": 1.0
    },
    {
     "p": 0.1231030747294426,
     "m": 1.0
    },
    {
     "p": 0.020315606147050858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.7313016653060913,
   "val_loss": 1.3867295980453491,
   "acc": 51.56,
   "time": 151.95665460301097,
   "param": [
    {
     "p": 0.08581050485372543,
     "m": 1.0
    },
    {
     "p": 0.047015365213155746,
     "m": 1.0
    },
    {
     "p": 0.07854180037975311,
     "m": 1.0
    },
    {
     "p": 0.03533213213086128,
     "m": 1.0
    },
    {
     "p": 0.06254254281520844,
     "m": 1.0
    },
    {
     "p": 0.08443013578653336,
     "m": 1.0
    },
    {
     "p": 0.07335007935762405,
     "m": 1.0
    },
    {
     "p": 0.045571476221084595,
     "m": 1.0
    },
    {
     "p": 0.07373324781656265,
     "m": 1.0
    },
    {
     "p": 0.08044420927762985,
     "m": 1.0
    },
    {
     "p": 0.08785953372716904,
     "m": 1.0
    },
    {
     "p": 0.09107667952775955,
     "m": 1.0
    },
    {
     "p": 0.08048415929079056,
     "m": 1.0
    },
    {
     "p": 0.07380805909633636,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.7075165510177612,
   "val_loss": 1.3686511516571045,
   "acc": 49.58,
   "time": 144.20029401499778,
   "param": [
    {
     "p": 0.11923430860042572,
     "m": 1.0
    },
    {
     "p": 0.03621479496359825,
     "m": 1.0
    },
    {
     "p": 0.09362207353115082,
     "m": 1.0
    },
    {
     "p": 0.0462924987077713,
     "m": 1.0
    },
    {
     "p": 0.05553939938545227,
     "m": 1.0
    },
    {
     "p": 0.06594320386648178,
     "m": 1.0
    },
    {
     "p": 0.07384686172008514,
     "m": 1.0
    },
    {
     "p": 0.05719369277358055,
     "m": 1.0
    },
    {
     "p": 0.07293882220983505,
     "m": 1.0
    },
    {
     "p": 0.07220514118671417,
     "m": 1.0
    },
    {
     "p": 0.07154334336519241,
     "m": 1.0
    },
    {
     "p": 0.08505682647228241,
     "m": 1.0
    },
    {
     "p": 0.08461897820234299,
     "m": 1.0
    },
    {
     "p": 0.06575001776218414,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.8237680196762085,
   "val_loss": 1.364078402519226,
   "acc": 52.64,
   "time": 137.72992725099903,
   "param": [
    {
     "p": 0.09816744923591614,
     "m": 1.0
    },
    {
     "p": 0.04027900844812393,
     "m": 1.0
    },
    {
     "p": 0.10998126864433289,
     "m": 1.0
    },
    {
     "p": 0.05874113366007805,
     "m": 1.0
    },
    {
     "p": 0.035076405853033066,
     "m": 1.0
    },
    {
     "p": 0.05631038174033165,
     "m": 1.0
    },
    {
     "p": 0.08156715333461761,
     "m": 1.0
    },
    {
     "p": 0.0514543354511261,
     "m": 1.0
    },
    {
     "p": 0.07291263341903687,
     "m": 1.0
    },
    {
     "p": 0.09713513404130936,
     "m": 1.0
    },
    {
     "p": 0.07043188810348511,
     "m": 1.0
    },
    {
     "p": 0.05487953498959541,
     "m": 1.0
    },
    {
     "p": 0.09817009419202805,
     "m": 1.0
    },
    {
     "p": 0.07489357888698578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.761568546295166,
   "val_loss": 1.3519132137298584,
   "acc": 52.45,
   "time": 128.76740842009895,
   "param": [
    {
     "p": 0.06990192085504532,
     "m": 1.0
    },
    {
     "p": 0.06238424405455589,
     "m": 1.0
    },
    {
     "p": 0.10100408643484116,
     "m": 1.0
    },
    {
     "p": 0.056098125874996185,
     "m": 1.0
    },
    {
     "p": 0.06022757664322853,
     "m": 1.0
    },
    {
     "p": 0.05574500188231468,
     "m": 1.0
    },
    {
     "p": 0.08662457764148712,
     "m": 1.0
    },
    {
     "p": 0.05248896777629852,
     "m": 1.0
    },
    {
     "p": 0.06091509759426117,
     "m": 1.0
    },
    {
     "p": 0.08657850325107574,
     "m": 1.0
    },
    {
     "p": 0.05533342435956001,
     "m": 1.0
    },
    {
     "p": 0.0797543004155159,
     "m": 1.0
    },
    {
     "p": 0.08733367919921875,
     "m": 1.0
    },
    {
     "p": 0.08561050891876221,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.7654998302459717,
   "val_loss": 1.3563591241836548,
   "acc": 53.33,
   "time": 136.76078375196084,
   "param": [
    {
     "p": 0.06783019006252289,
     "m": 1.0
    },
    {
     "p": 0.07785181701183319,
     "m": 1.0
    },
    {
     "p": 0.07601591944694519,
     "m": 1.0
    },
    {
     "p": 0.0638570785522461,
     "m": 1.0
    },
    {
     "p": 0.060725800693035126,
     "m": 1.0
    },
    {
     "p": 0.07308398932218552,
     "m": 1.0
    },
    {
     "p": 0.06467622518539429,
     "m": 1.0
    },
    {
     "p": 0.07639168202877045,
     "m": 1.0
    },
    {
     "p": 0.07985614240169525,
     "m": 1.0
    },
    {
     "p": 0.08027908951044083,
     "m": 1.0
    },
    {
     "p": 0.05742613598704338,
     "m": 1.0
    },
    {
     "p": 0.07757831364870071,
     "m": 1.0
    },
    {
     "p": 0.08885495364665985,
     "m": 1.0
    },
    {
     "p": 0.05557265132665634,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.7646950483322144,
   "val_loss": 1.3331046104431152,
   "acc": 53.07,
   "time": 146.45672506908886,
   "param": [
    {
     "p": 0.09845998138189316,
     "m": 1.0
    },
    {
     "p": 0.06722290068864822,
     "m": 1.0
    },
    {
     "p": 0.0849936231970787,
     "m": 1.0
    },
    {
     "p": 0.04866964370012283,
     "m": 1.0
    },
    {
     "p": 0.05112534388899803,
     "m": 1.0
    },
    {
     "p": 0.0524669885635376,
     "m": 1.0
    },
    {
     "p": 0.07954590767621994,
     "m": 1.0
    },
    {
     "p": 0.07539628446102142,
     "m": 1.0
    },
    {
     "p": 0.07677505165338516,
     "m": 1.0
    },
    {
     "p": 0.05790616571903229,
     "m": 1.0
    },
    {
     "p": 0.08006121963262558,
     "m": 1.0
    },
    {
     "p": 0.08173682540655136,
     "m": 1.0
    },
    {
     "p": 0.099796824157238,
     "m": 1.0
    },
    {
     "p": 0.045843254774808884,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.6139330863952637,
   "val_loss": 1.2989636659622192,
   "acc": 55.08,
   "time": 146.6451894280035,
   "param": [
    {
     "p": 0.07864336669445038,
     "m": 1.0
    },
    {
     "p": 0.06511234492063522,
     "m": 1.0
    },
    {
     "p": 0.09607134759426117,
     "m": 1.0
    },
    {
     "p": 0.05905842408537865,
     "m": 1.0
    },
    {
     "p": 0.050446197390556335,
     "m": 1.0
    },
    {
     "p": 0.061315953731536865,
     "m": 1.0
    },
    {
     "p": 0.08277323842048645,
     "m": 1.0
    },
    {
     "p": 0.07905999571084976,
     "m": 1.0
    },
    {
     "p": 0.06422175467014313,
     "m": 1.0
    },
    {
     "p": 0.10139072686433792,
     "m": 1.0
    },
    {
     "p": 0.05652378872036934,
     "m": 1.0
    },
    {
     "p": 0.06504327803850174,
     "m": 1.0
    },
    {
     "p": 0.09370819479227066,
     "m": 1.0
    },
    {
     "p": 0.04663146287202835,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.741329312324524,
   "val_loss": 1.2016791105270386,
   "acc": 53.83,
   "time": 139.51066869602073,
   "param": [
    {
     "p": 0.07943300902843475,
     "m": 1.0
    },
    {
     "p": 0.07059220224618912,
     "m": 1.0
    },
    {
     "p": 0.06858990341424942,
     "m": 1.0
    },
    {
     "p": 0.060705337673425674,
     "m": 1.0
    },
    {
     "p": 0.048362553119659424,
     "m": 1.0
    },
    {
     "p": 0.06104493513703346,
     "m": 1.0
    },
    {
     "p": 0.06942323595285416,
     "m": 1.0
    },
    {
     "p": 0.06462565809488297,
     "m": 1.0
    },
    {
     "p": 0.09001442044973373,
     "m": 1.0
    },
    {
     "p": 0.07612105458974838,
     "m": 1.0
    },
    {
     "p": 0.07759194821119308,
     "m": 1.0
    },
    {
     "p": 0.08209482580423355,
     "m": 1.0
    },
    {
     "p": 0.0933612510561943,
     "m": 1.0
    },
    {
     "p": 0.05803970620036125,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.8241490125656128,
   "val_loss": 1.2194596529006958,
   "acc": 55.68,
   "time": 127.2322216789471,
   "param": [
    {
     "p": 0.09367407858371735,
     "m": 1.0
    },
    {
     "p": 0.05476166307926178,
     "m": 1.0
    },
    {
     "p": 0.09978284686803818,
     "m": 1.0
    },
    {
     "p": 0.04131155088543892,
     "m": 1.0
    },
    {
     "p": 0.05453300103545189,
     "m": 1.0
    },
    {
     "p": 0.07172904163599014,
     "m": 1.0
    },
    {
     "p": 0.06604550778865814,
     "m": 1.0
    },
    {
     "p": 0.06753187626600266,
     "m": 1.0
    },
    {
     "p": 0.08238376677036285,
     "m": 1.0
    },
    {
     "p": 0.06942293792963028,
     "m": 1.0
    },
    {
     "p": 0.07361187785863876,
     "m": 1.0
    },
    {
     "p": 0.06711718440055847,
     "m": 1.0
    },
    {
     "p": 0.10027695447206497,
     "m": 1.0
    },
    {
     "p": 0.05781777203083038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.7375860214233398,
   "val_loss": 1.283028244972229,
   "acc": 56.91,
   "time": 131.5615073919762,
   "param": [
    {
     "p": 0.09348739683628082,
     "m": 1.0
    },
    {
     "p": 0.05391371622681618,
     "m": 1.0
    },
    {
     "p": 0.07057128101587296,
     "m": 1.0
    },
    {
     "p": 0.05041290074586868,
     "m": 1.0
    },
    {
     "p": 0.045967500656843185,
     "m": 1.0
    },
    {
     "p": 0.08748658746480942,
     "m": 1.0
    },
    {
     "p": 0.08538254350423813,
     "m": 1.0
    },
    {
     "p": 0.07707412540912628,
     "m": 1.0
    },
    {
     "p": 0.08193546533584595,
     "m": 1.0
    },
    {
     "p": 0.06042710691690445,
     "m": 1.0
    },
    {
     "p": 0.08366695791482925,
     "m": 1.0
    },
    {
     "p": 0.07296968251466751,
     "m": 1.0
    },
    {
     "p": 0.08428017795085907,
     "m": 1.0
    },
    {
     "p": 0.05242451652884483,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.4753292798995972,
   "val_loss": 1.2717100381851196,
   "acc": 55.19,
   "time": 132.99197760794777,
   "param": [
    {
     "p": 0.08798735588788986,
     "m": 1.0
    },
    {
     "p": 0.06270294636487961,
     "m": 1.0
    },
    {
     "p": 0.08326667547225952,
     "m": 1.0
    },
    {
     "p": 0.07707293331623077,
     "m": 1.0
    },
    {
     "p": 0.04274690896272659,
     "m": 1.0
    },
    {
     "p": 0.053414486348629,
     "m": 1.0
    },
    {
     "p": 0.0809890478849411,
     "m": 1.0
    },
    {
     "p": 0.0760420486330986,
     "m": 1.0
    },
    {
     "p": 0.06699659675359726,
     "m": 1.0
    },
    {
     "p": 0.08888567984104156,
     "m": 1.0
    },
    {
     "p": 0.04736526310443878,
     "m": 1.0
    },
    {
     "p": 0.09567686170339584,
     "m": 1.0
    },
    {
     "p": 0.08166912943124771,
     "m": 1.0
    },
    {
     "p": 0.05518399178981781,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.7269139289855957,
   "val_loss": 1.2687393426895142,
   "acc": 56.63,
   "time": 134.67459430510644,
   "param": [
    {
     "p": 0.08141276240348816,
     "m": 1.0
    },
    {
     "p": 0.07434705644845963,
     "m": 1.0
    },
    {
     "p": 0.08229546248912811,
     "m": 1.0
    },
    {
     "p": 0.04049878939986229,
     "m": 1.0
    },
    {
     "p": 0.047278933227062225,
     "m": 1.0
    },
    {
     "p": 0.049296434968709946,
     "m": 1.0
    },
    {
     "p": 0.054401565343141556,
     "m": 1.0
    },
    {
     "p": 0.07805240154266357,
     "m": 1.0
    },
    {
     "p": 0.07759875059127808,
     "m": 1.0
    },
    {
     "p": 0.09622564166784286,
     "m": 1.0
    },
    {
     "p": 0.05487765371799469,
     "m": 1.0
    },
    {
     "p": 0.09634483605623245,
     "m": 1.0
    },
    {
     "p": 0.10924862325191498,
     "m": 1.0
    },
    {
     "p": 0.05812107026576996,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.62643301486969,
   "val_loss": 1.127221703529358,
   "acc": 56.83,
   "time": 132.5134270589333,
   "param": [
    {
     "p": 0.07570507377386093,
     "m": 1.0
    },
    {
     "p": 0.04712020978331566,
     "m": 1.0
    },
    {
     "p": 0.08281920105218887,
     "m": 1.0
    },
    {
     "p": 0.06554138660430908,
     "m": 1.0
    },
    {
     "p": 0.05865902453660965,
     "m": 1.0
    },
    {
     "p": 0.06398624181747437,
     "m": 1.0
    },
    {
     "p": 0.07971111685037613,
     "m": 1.0
    },
    {
     "p": 0.0743616372346878,
     "m": 1.0
    },
    {
     "p": 0.07373130321502686,
     "m": 1.0
    },
    {
     "p": 0.07582373917102814,
     "m": 1.0
    },
    {
     "p": 0.0888860821723938,
     "m": 1.0
    },
    {
     "p": 0.08689764142036438,
     "m": 1.0
    },
    {
     "p": 0.08539490401744843,
     "m": 1.0
    },
    {
     "p": 0.041362419724464417,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.6143441200256348,
   "val_loss": 1.2372184991836548,
   "acc": 55.41,
   "time": 143.82646588003263,
   "param": [
    {
     "p": 0.08533772081136703,
     "m": 1.0
    },
    {
     "p": 0.06464634090662003,
     "m": 1.0
    },
    {
     "p": 0.09740010648965836,
     "m": 1.0
    },
    {
     "p": 0.055378686636686325,
     "m": 1.0
    },
    {
     "p": 0.056096721440553665,
     "m": 1.0
    },
    {
     "p": 0.06618037819862366,
     "m": 1.0
    },
    {
     "p": 0.06987463682889938,
     "m": 1.0
    },
    {
     "p": 0.06842496991157532,
     "m": 1.0
    },
    {
     "p": 0.07785236835479736,
     "m": 1.0
    },
    {
     "p": 0.06100865826010704,
     "m": 1.0
    },
    {
     "p": 0.07191967219114304,
     "m": 1.0
    },
    {
     "p": 0.09798786789178848,
     "m": 1.0
    },
    {
     "p": 0.07617657631635666,
     "m": 1.0
    },
    {
     "p": 0.051715292036533356,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.588017225265503,
   "val_loss": 1.288266658782959,
   "acc": 57.33,
   "time": 140.43531192094088,
   "param": [
    {
     "p": 0.09961365163326263,
     "m": 1.0
    },
    {
     "p": 0.062083978205919266,
     "m": 1.0
    },
    {
     "p": 0.08294610679149628,
     "m": 1.0
    },
    {
     "p": 0.042695485055446625,
     "m": 1.0
    },
    {
     "p": 0.017798570916056633,
     "m": 1.0
    },
    {
     "p": 0.07326322048902512,
     "m": 1.0
    },
    {
     "p": 0.0599978081882,
     "m": 1.0
    },
    {
     "p": 0.0958547443151474,
     "m": 1.0
    },
    {
     "p": 0.08265145868062973,
     "m": 1.0
    },
    {
     "p": 0.09826473891735077,
     "m": 1.0
    },
    {
     "p": 0.045707009732723236,
     "m": 1.0
    },
    {
     "p": 0.09827326983213425,
     "m": 1.0
    },
    {
     "p": 0.08614443242549896,
     "m": 1.0
    },
    {
     "p": 0.05470546334981918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.6337286233901978,
   "val_loss": 1.2645434141159058,
   "acc": 57.91,
   "time": 131.95053815399297,
   "param": [
    {
     "p": 0.06698564440011978,
     "m": 1.0
    },
    {
     "p": 0.08167422562837601,
     "m": 1.0
    },
    {
     "p": 0.08165077120065689,
     "m": 1.0
    },
    {
     "p": 0.0644717589020729,
     "m": 1.0
    },
    {
     "p": 0.04373285174369812,
     "m": 1.0
    },
    {
     "p": 0.06859296560287476,
     "m": 1.0
    },
    {
     "p": 0.05185902118682861,
     "m": 1.0
    },
    {
     "p": 0.062146078795194626,
     "m": 1.0
    },
    {
     "p": 0.06592071801424026,
     "m": 1.0
    },
    {
     "p": 0.06790546327829361,
     "m": 1.0
    },
    {
     "p": 0.08299154043197632,
     "m": 1.0
    },
    {
     "p": 0.09902525693178177,
     "m": 1.0
    },
    {
     "p": 0.09141743183135986,
     "m": 1.0
    },
    {
     "p": 0.0716261938214302,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.6135793924331665,
   "val_loss": 1.3518109321594238,
   "acc": 55.49,
   "time": 129.4022884889273,
   "param": [
    {
     "p": 0.06981777399778366,
     "m": 1.0
    },
    {
     "p": 0.055849723517894745,
     "m": 1.0
    },
    {
     "p": 0.08027868717908859,
     "m": 1.0
    },
    {
     "p": 0.051656004041433334,
     "m": 1.0
    },
    {
     "p": 0.06297162920236588,
     "m": 1.0
    },
    {
     "p": 0.05871987342834473,
     "m": 1.0
    },
    {
     "p": 0.0844716802239418,
     "m": 1.0
    },
    {
     "p": 0.06106285750865936,
     "m": 1.0
    },
    {
     "p": 0.06956904381513596,
     "m": 1.0
    },
    {
     "p": 0.09169901907444,
     "m": 1.0
    },
    {
     "p": 0.07665521651506424,
     "m": 1.0
    },
    {
     "p": 0.06514683365821838,
     "m": 1.0
    },
    {
     "p": 0.10349410772323608,
     "m": 1.0
    },
    {
     "p": 0.0686076432466507,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.4472570419311523,
   "val_loss": 1.1559728384017944,
   "acc": 57.73,
   "time": 131.0987658969825,
   "param": [
    {
     "p": 0.07784570008516312,
     "m": 1.0
    },
    {
     "p": 0.06157469004392624,
     "m": 1.0
    },
    {
     "p": 0.09051080048084259,
     "m": 1.0
    },
    {
     "p": 0.07012102007865906,
     "m": 1.0
    },
    {
     "p": 0.0522487536072731,
     "m": 1.0
    },
    {
     "p": 0.07042671740055084,
     "m": 1.0
    },
    {
     "p": 0.0581207312643528,
     "m": 1.0
    },
    {
     "p": 0.061906564980745316,
     "m": 1.0
    },
    {
     "p": 0.07850952446460724,
     "m": 1.0
    },
    {
     "p": 0.09160655736923218,
     "m": 1.0
    },
    {
     "p": 0.07055962085723877,
     "m": 1.0
    },
    {
     "p": 0.06999581307172775,
     "m": 1.0
    },
    {
     "p": 0.07996098697185516,
     "m": 1.0
    },
    {
     "p": 0.06661250442266464,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.5016535520553589,
   "val_loss": 1.041922926902771,
   "acc": 58.84,
   "time": 131.454598117969,
   "param": [
    {
     "p": 0.07661391794681549,
     "m": 1.0
    },
    {
     "p": 0.0479668565094471,
     "m": 1.0
    },
    {
     "p": 0.08331991732120514,
     "m": 1.0
    },
    {
     "p": 0.0759124904870987,
     "m": 1.0
    },
    {
     "p": 0.049996547400951385,
     "m": 1.0
    },
    {
     "p": 0.057103026658296585,
     "m": 1.0
    },
    {
     "p": 0.07152485847473145,
     "m": 1.0
    },
    {
     "p": 0.0764794796705246,
     "m": 1.0
    },
    {
     "p": 0.06865048408508301,
     "m": 1.0
    },
    {
     "p": 0.07228773832321167,
     "m": 1.0
    },
    {
     "p": 0.08393529057502747,
     "m": 1.0
    },
    {
     "p": 0.07832655310630798,
     "m": 1.0
    },
    {
     "p": 0.10381463915109634,
     "m": 1.0
    },
    {
     "p": 0.0540681891143322,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.5733306407928467,
   "val_loss": 1.2100571393966675,
   "acc": 58.89,
   "time": 138.53499578498304,
   "param": [
    {
     "p": 0.08268039673566818,
     "m": 1.0
    },
    {
     "p": 0.04675864428281784,
     "m": 1.0
    },
    {
     "p": 0.0722932443022728,
     "m": 1.0
    },
    {
     "p": 0.04015736281871796,
     "m": 1.0
    },
    {
     "p": 0.03736640512943268,
     "m": 1.0
    },
    {
     "p": 0.07076538354158401,
     "m": 1.0
    },
    {
     "p": 0.06445377320051193,
     "m": 1.0
    },
    {
     "p": 0.0784781351685524,
     "m": 1.0
    },
    {
     "p": 0.08310949802398682,
     "m": 1.0
    },
    {
     "p": 0.07991624623537064,
     "m": 1.0
    },
    {
     "p": 0.09076831489801407,
     "m": 1.0
    },
    {
     "p": 0.08376962691545486,
     "m": 1.0
    },
    {
     "p": 0.11374348402023315,
     "m": 1.0
    },
    {
     "p": 0.05573955178260803,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.5715808868408203,
   "val_loss": 1.2841979265213013,
   "acc": 57.48,
   "time": 128.40374978794716,
   "param": [
    {
     "p": 0.09788166731595993,
     "m": 1.0
    },
    {
     "p": 0.05499451234936714,
     "m": 1.0
    },
    {
     "p": 0.0730501040816307,
     "m": 1.0
    },
    {
     "p": 0.05829029902815819,
     "m": 1.0
    },
    {
     "p": 0.05303020030260086,
     "m": 1.0
    },
    {
     "p": 0.06383918970823288,
     "m": 1.0
    },
    {
     "p": 0.06634977459907532,
     "m": 1.0
    },
    {
     "p": 0.06178116425871849,
     "m": 1.0
    },
    {
     "p": 0.09386983513832092,
     "m": 1.0
    },
    {
     "p": 0.08265319466590881,
     "m": 1.0
    },
    {
     "p": 0.06367789208889008,
     "m": 1.0
    },
    {
     "p": 0.08534887433052063,
     "m": 1.0
    },
    {
     "p": 0.07841797173023224,
     "m": 1.0
    },
    {
     "p": 0.06681526452302933,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.4590377807617188,
   "val_loss": 1.1808497905731201,
   "acc": 58.85,
   "time": 148.1016447750153,
   "param": [
    {
     "p": 0.09514401108026505,
     "m": 1.0
    },
    {
     "p": 0.052963051944971085,
     "m": 1.0
    },
    {
     "p": 0.0836462751030922,
     "m": 1.0
    },
    {
     "p": 0.039204202592372894,
     "m": 1.0
    },
    {
     "p": 0.040078893303871155,
     "m": 1.0
    },
    {
     "p": 0.04614165797829628,
     "m": 1.0
    },
    {
     "p": 0.07297774404287338,
     "m": 1.0
    },
    {
     "p": 0.08494926244020462,
     "m": 1.0
    },
    {
     "p": 0.0842927098274231,
     "m": 1.0
    },
    {
     "p": 0.08287249505519867,
     "m": 1.0
    },
    {
     "p": 0.09114289283752441,
     "m": 1.0
    },
    {
     "p": 0.07200547307729721,
     "m": 1.0
    },
    {
     "p": 0.07943765074014664,
     "m": 1.0
    },
    {
     "p": 0.07514374703168869,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.7013486623764038,
   "val_loss": 1.10881769657135,
   "acc": 59.43,
   "time": 153.44693062605802,
   "param": [
    {
     "p": 0.08286741375923157,
     "m": 1.0
    },
    {
     "p": 0.069747194647789,
     "m": 1.0
    },
    {
     "p": 0.09674619883298874,
     "m": 1.0
    },
    {
     "p": 0.04552771523594856,
     "m": 1.0
    },
    {
     "p": 0.06995465606451035,
     "m": 1.0
    },
    {
     "p": 0.08291114121675491,
     "m": 1.0
    },
    {
     "p": 0.0591784231364727,
     "m": 1.0
    },
    {
     "p": 0.05828775465488434,
     "m": 1.0
    },
    {
     "p": 0.07728762924671173,
     "m": 1.0
    },
    {
     "p": 0.07417618483304977,
     "m": 1.0
    },
    {
     "p": 0.07916334271430969,
     "m": 1.0
    },
    {
     "p": 0.06483574211597443,
     "m": 1.0
    },
    {
     "p": 0.0774456262588501,
     "m": 1.0
    },
    {
     "p": 0.06187086179852486,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.5409607887268066,
   "val_loss": 1.1082690954208374,
   "acc": 60.23,
   "time": 134.8855100349756,
   "param": [
    {
     "p": 0.08680815994739532,
     "m": 1.0
    },
    {
     "p": 0.05578096956014633,
     "m": 1.0
    },
    {
     "p": 0.07589233666658401,
     "m": 1.0
    },
    {
     "p": 0.06250772625207901,
     "m": 1.0
    },
    {
     "p": 0.061424605548381805,
     "m": 1.0
    },
    {
     "p": 0.07168789207935333,
     "m": 1.0
    },
    {
     "p": 0.07237373292446136,
     "m": 1.0
    },
    {
     "p": 0.049445196986198425,
     "m": 1.0
    },
    {
     "p": 0.08113177865743637,
     "m": 1.0
    },
    {
     "p": 0.09636202454566956,
     "m": 1.0
    },
    {
     "p": 0.04836989939212799,
     "m": 1.0
    },
    {
     "p": 0.10051186382770538,
     "m": 1.0
    },
    {
     "p": 0.10182099044322968,
     "m": 1.0
    },
    {
     "p": 0.03588280826807022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.6369789838790894,
   "val_loss": 1.0530195236206055,
   "acc": 58.32,
   "time": 143.92557987000328,
   "param": [
    {
     "p": 0.08509834110736847,
     "m": 1.0
    },
    {
     "p": 0.050499580800533295,
     "m": 1.0
    },
    {
     "p": 0.08226179331541061,
     "m": 1.0
    },
    {
     "p": 0.055803894996643066,
     "m": 1.0
    },
    {
     "p": 0.07501078397035599,
     "m": 1.0
    },
    {
     "p": 0.050768278539180756,
     "m": 1.0
    },
    {
     "p": 0.07025892287492752,
     "m": 1.0
    },
    {
     "p": 0.07231153547763824,
     "m": 1.0
    },
    {
     "p": 0.06829862296581268,
     "m": 1.0
    },
    {
     "p": 0.098256915807724,
     "m": 1.0
    },
    {
     "p": 0.06251031160354614,
     "m": 1.0
    },
    {
     "p": 0.08112940937280655,
     "m": 1.0
    },
    {
     "p": 0.08665745705366135,
     "m": 1.0
    },
    {
     "p": 0.06113417446613312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.5313924551010132,
   "val_loss": 1.1946080923080444,
   "acc": 60.64,
   "time": 139.97144423506688,
   "param": [
    {
     "p": 0.09355131536722183,
     "m": 1.0
    },
    {
     "p": 0.05793621391057968,
     "m": 1.0
    },
    {
     "p": 0.0899374783039093,
     "m": 1.0
    },
    {
     "p": 0.05341830104589462,
     "m": 1.0
    },
    {
     "p": 0.05222576856613159,
     "m": 1.0
    },
    {
     "p": 0.07109282165765762,
     "m": 1.0
    },
    {
     "p": 0.07199648767709732,
     "m": 1.0
    },
    {
     "p": 0.060437411069869995,
     "m": 1.0
    },
    {
     "p": 0.0775931179523468,
     "m": 1.0
    },
    {
     "p": 0.09417014569044113,
     "m": 1.0
    },
    {
     "p": 0.08368027210235596,
     "m": 1.0
    },
    {
     "p": 0.06574027985334396,
     "m": 1.0
    },
    {
     "p": 0.0834328904747963,
     "m": 1.0
    },
    {
     "p": 0.044787582010030746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.561449646949768,
   "val_loss": 1.0692945718765259,
   "acc": 61.35,
   "time": 128.19443506095558,
   "param": [
    {
     "p": 0.09800422191619873,
     "m": 1.0
    },
    {
     "p": 0.0604802630841732,
     "m": 1.0
    },
    {
     "p": 0.09179531037807465,
     "m": 1.0
    },
    {
     "p": 0.06852541863918304,
     "m": 1.0
    },
    {
     "p": 0.062113888561725616,
     "m": 1.0
    },
    {
     "p": 0.033234547823667526,
     "m": 1.0
    },
    {
     "p": 0.04249674454331398,
     "m": 1.0
    },
    {
     "p": 0.09032505005598068,
     "m": 1.0
    },
    {
     "p": 0.07748032361268997,
     "m": 1.0
    },
    {
     "p": 0.08323995023965836,
     "m": 1.0
    },
    {
     "p": 0.08263111114501953,
     "m": 1.0
    },
    {
     "p": 0.07012747973203659,
     "m": 1.0
    },
    {
     "p": 0.09453168511390686,
     "m": 1.0
    },
    {
     "p": 0.04501388221979141,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.6163082122802734,
   "val_loss": 1.2022860050201416,
   "acc": 60.44,
   "time": 131.64967601501849,
   "param": [
    {
     "p": 0.09002619236707687,
     "m": 1.0
    },
    {
     "p": 0.043681323528289795,
     "m": 1.0
    },
    {
     "p": 0.0914478600025177,
     "m": 1.0
    },
    {
     "p": 0.04951323941349983,
     "m": 1.0
    },
    {
     "p": 0.07043439894914627,
     "m": 1.0
    },
    {
     "p": 0.06668319553136826,
     "m": 1.0
    },
    {
     "p": 0.061652276664972305,
     "m": 1.0
    },
    {
     "p": 0.07198739796876907,
     "m": 1.0
    },
    {
     "p": 0.08016148209571838,
     "m": 1.0
    },
    {
     "p": 0.08658504486083984,
     "m": 1.0
    },
    {
     "p": 0.08048845827579498,
     "m": 1.0
    },
    {
     "p": 0.07914972305297852,
     "m": 1.0
    },
    {
     "p": 0.07246788591146469,
     "m": 1.0
    },
    {
     "p": 0.055721502751111984,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.7014473676681519,
   "val_loss": 0.9883790016174316,
   "acc": 59.88,
   "time": 128.87416324508376,
   "param": [
    {
     "p": 0.07639847695827484,
     "m": 1.0
    },
    {
     "p": 0.0654541552066803,
     "m": 1.0
    },
    {
     "p": 0.0762195959687233,
     "m": 1.0
    },
    {
     "p": 0.05640063062310219,
     "m": 1.0
    },
    {
     "p": 0.03333026170730591,
     "m": 1.0
    },
    {
     "p": 0.05054046958684921,
     "m": 1.0
    },
    {
     "p": 0.0751858502626419,
     "m": 1.0
    },
    {
     "p": 0.07445193082094193,
     "m": 1.0
    },
    {
     "p": 0.07425284385681152,
     "m": 1.0
    },
    {
     "p": 0.08948474377393723,
     "m": 1.0
    },
    {
     "p": 0.07475743442773819,
     "m": 1.0
    },
    {
     "p": 0.09963373839855194,
     "m": 1.0
    },
    {
     "p": 0.09449145942926407,
     "m": 1.0
    },
    {
     "p": 0.05939843878149986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.4296854734420776,
   "val_loss": 1.1608368158340454,
   "acc": 61.26,
   "time": 130.97083457489498,
   "param": [
    {
     "p": 0.08964889496564865,
     "m": 1.0
    },
    {
     "p": 0.03205617889761925,
     "m": 1.0
    },
    {
     "p": 0.08666706830263138,
     "m": 1.0
    },
    {
     "p": 0.05243591591715813,
     "m": 1.0
    },
    {
     "p": 0.03936287760734558,
     "m": 1.0
    },
    {
     "p": 0.07092796266078949,
     "m": 1.0
    },
    {
     "p": 0.0625074952840805,
     "m": 1.0
    },
    {
     "p": 0.06706690788269043,
     "m": 1.0
    },
    {
     "p": 0.09140747040510178,
     "m": 1.0
    },
    {
     "p": 0.07211925834417343,
     "m": 1.0
    },
    {
     "p": 0.08239326626062393,
     "m": 1.0
    },
    {
     "p": 0.09786517173051834,
     "m": 1.0
    },
    {
     "p": 0.10188984125852585,
     "m": 1.0
    },
    {
     "p": 0.05365173891186714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.4110524654388428,
   "val_loss": 1.176730990409851,
   "acc": 60.81,
   "time": 128.23336794495117,
   "param": [
    {
     "p": 0.07962770015001297,
     "m": 1.0
    },
    {
     "p": 0.0680098757147789,
     "m": 1.0
    },
    {
     "p": 0.07469049096107483,
     "m": 1.0
    },
    {
     "p": 0.06899449229240417,
     "m": 1.0
    },
    {
     "p": 0.06138697266578674,
     "m": 1.0
    },
    {
     "p": 0.0659060999751091,
     "m": 1.0
    },
    {
     "p": 0.07206538319587708,
     "m": 1.0
    },
    {
     "p": 0.07631514221429825,
     "m": 1.0
    },
    {
     "p": 0.08048480749130249,
     "m": 1.0
    },
    {
     "p": 0.058129068464040756,
     "m": 1.0
    },
    {
     "p": 0.06601520627737045,
     "m": 1.0
    },
    {
     "p": 0.08254827558994293,
     "m": 1.0
    },
    {
     "p": 0.0906795859336853,
     "m": 1.0
    },
    {
     "p": 0.055146895349025726,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.6534748077392578,
   "val_loss": 1.1963651180267334,
   "acc": 60.95,
   "time": 138.56248340709135,
   "param": [
    {
     "p": 0.07520788162946701,
     "m": 1.0
    },
    {
     "p": 0.06333933770656586,
     "m": 1.0
    },
    {
     "p": 0.07378533482551575,
     "m": 1.0
    },
    {
     "p": 0.0525752529501915,
     "m": 1.0
    },
    {
     "p": 0.04552369937300682,
     "m": 1.0
    },
    {
     "p": 0.0696454793214798,
     "m": 1.0
    },
    {
     "p": 0.07028086483478546,
     "m": 1.0
    },
    {
     "p": 0.08615949004888535,
     "m": 1.0
    },
    {
     "p": 0.048147521913051605,
     "m": 1.0
    },
    {
     "p": 0.0765155702829361,
     "m": 1.0
    },
    {
     "p": 0.0819832980632782,
     "m": 1.0
    },
    {
     "p": 0.07186362147331238,
     "m": 1.0
    },
    {
     "p": 0.10487016290426254,
     "m": 1.0
    },
    {
     "p": 0.08010248094797134,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.7158647775650024,
   "val_loss": 1.0822653770446777,
   "acc": 62.65,
   "time": 134.69205383001827,
   "param": [
    {
     "p": 0.0650746300816536,
     "m": 1.0
    },
    {
     "p": 0.0731506198644638,
     "m": 1.0
    },
    {
     "p": 0.09165596961975098,
     "m": 1.0
    },
    {
     "p": 0.04696357250213623,
     "m": 1.0
    },
    {
     "p": 0.07719256728887558,
     "m": 1.0
    },
    {
     "p": 0.0687369704246521,
     "m": 1.0
    },
    {
     "p": 0.06938061863183975,
     "m": 1.0
    },
    {
     "p": 0.0533328615128994,
     "m": 1.0
    },
    {
     "p": 0.08448836952447891,
     "m": 1.0
    },
    {
     "p": 0.07101424038410187,
     "m": 1.0
    },
    {
     "p": 0.07968319207429886,
     "m": 1.0
    },
    {
     "p": 0.08029285818338394,
     "m": 1.0
    },
    {
     "p": 0.08352825045585632,
     "m": 1.0
    },
    {
     "p": 0.05550537258386612,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.489132046699524,
   "val_loss": 1.0338367223739624,
   "acc": 62.68,
   "time": 136.00472054991405,
   "param": [
    {
     "p": 0.07926995307207108,
     "m": 1.0
    },
    {
     "p": 0.08061641454696655,
     "m": 1.0
    },
    {
     "p": 0.07055462896823883,
     "m": 1.0
    },
    {
     "p": 0.03835591301321983,
     "m": 1.0
    },
    {
     "p": 0.060700464993715286,
     "m": 1.0
    },
    {
     "p": 0.05420834943652153,
     "m": 1.0
    },
    {
     "p": 0.06954026967287064,
     "m": 1.0
    },
    {
     "p": 0.08906400948762894,
     "m": 1.0
    },
    {
     "p": 0.0759098082780838,
     "m": 1.0
    },
    {
     "p": 0.08449345082044601,
     "m": 1.0
    },
    {
     "p": 0.07753423601388931,
     "m": 1.0
    },
    {
     "p": 0.07974081486463547,
     "m": 1.0
    },
    {
     "p": 0.09493295103311539,
     "m": 1.0
    },
    {
     "p": 0.04507877677679062,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.5950137376785278,
   "val_loss": 1.0960443019866943,
   "acc": 62.69,
   "time": 148.92739499604795,
   "param": [
    {
     "p": 0.10487166792154312,
     "m": 1.0
    },
    {
     "p": 0.06168872117996216,
     "m": 1.0
    },
    {
     "p": 0.08460196852684021,
     "m": 1.0
    },
    {
     "p": 0.06162579730153084,
     "m": 1.0
    },
    {
     "p": 0.024442430585622787,
     "m": 1.0
    },
    {
     "p": 0.05504757910966873,
     "m": 1.0
    },
    {
     "p": 0.0753464624285698,
     "m": 1.0
    },
    {
     "p": 0.07215316593647003,
     "m": 1.0
    },
    {
     "p": 0.06474532932043076,
     "m": 1.0
    },
    {
     "p": 0.08232464641332626,
     "m": 1.0
    },
    {
     "p": 0.07783292979001999,
     "m": 1.0
    },
    {
     "p": 0.09083355963230133,
     "m": 1.0
    },
    {
     "p": 0.10463891923427582,
     "m": 1.0
    },
    {
     "p": 0.03984683007001877,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.5587880611419678,
   "val_loss": 1.135696291923523,
   "acc": 61.41,
   "time": 133.42854783602525,
   "param": [
    {
     "p": 0.07977189123630524,
     "m": 1.0
    },
    {
     "p": 0.07318299263715744,
     "m": 1.0
    },
    {
     "p": 0.07191053032875061,
     "m": 1.0
    },
    {
     "p": 0.062118906527757645,
     "m": 1.0
    },
    {
     "p": 0.05487915128469467,
     "m": 1.0
    },
    {
     "p": 0.09214232861995697,
     "m": 1.0
    },
    {
     "p": 0.07601403445005417,
     "m": 1.0
    },
    {
     "p": 0.06223425641655922,
     "m": 1.0
    },
    {
     "p": 0.081140898168087,
     "m": 1.0
    },
    {
     "p": 0.06847317516803741,
     "m": 1.0
    },
    {
     "p": 0.06910424679517746,
     "m": 1.0
    },
    {
     "p": 0.06565264612436295,
     "m": 1.0
    },
    {
     "p": 0.09171584248542786,
     "m": 1.0
    },
    {
     "p": 0.05165909603238106,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.4832431077957153,
   "val_loss": 1.0270508527755737,
   "acc": 63.07,
   "time": 130.08140512905084,
   "param": [
    {
     "p": 0.07557902485132217,
     "m": 1.0
    },
    {
     "p": 0.08231600373983383,
     "m": 1.0
    },
    {
     "p": 0.08513849973678589,
     "m": 1.0
    },
    {
     "p": 0.0604218952357769,
     "m": 1.0
    },
    {
     "p": 0.05926027521491051,
     "m": 1.0
    },
    {
     "p": 0.07329614460468292,
     "m": 1.0
    },
    {
     "p": 0.06837739795446396,
     "m": 1.0
    },
    {
     "p": 0.0618266798555851,
     "m": 1.0
    },
    {
     "p": 0.08369559049606323,
     "m": 1.0
    },
    {
     "p": 0.07795915007591248,
     "m": 1.0
    },
    {
     "p": 0.0611857995390892,
     "m": 1.0
    },
    {
     "p": 0.07809620350599289,
     "m": 1.0
    },
    {
     "p": 0.07216579467058182,
     "m": 1.0
    },
    {
     "p": 0.060681603848934174,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.701068639755249,
   "val_loss": 1.0345431566238403,
   "acc": 63.31,
   "time": 131.38570635404903,
   "param": [
    {
     "p": 0.09901782870292664,
     "m": 1.0
    },
    {
     "p": 0.05167192965745926,
     "m": 1.0
    },
    {
     "p": 0.09850703179836273,
     "m": 1.0
    },
    {
     "p": 0.0554426833987236,
     "m": 1.0
    },
    {
     "p": 0.05137726664543152,
     "m": 1.0
    },
    {
     "p": 0.0804964080452919,
     "m": 1.0
    },
    {
     "p": 0.06219234690070152,
     "m": 1.0
    },
    {
     "p": 0.07240021973848343,
     "m": 1.0
    },
    {
     "p": 0.0656055137515068,
     "m": 1.0
    },
    {
     "p": 0.06742385774850845,
     "m": 1.0
    },
    {
     "p": 0.07958853244781494,
     "m": 1.0
    },
    {
     "p": 0.07081199437379837,
     "m": 1.0
    },
    {
     "p": 0.09893020987510681,
     "m": 1.0
    },
    {
     "p": 0.046534232795238495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.826356053352356,
   "val_loss": 1.0819960832595825,
   "acc": 62.91,
   "time": 131.82075006898958,
   "param": [
    {
     "p": 0.09221865981817245,
     "m": 1.0
    },
    {
     "p": 0.0710771232843399,
     "m": 1.0
    },
    {
     "p": 0.09112156927585602,
     "m": 1.0
    },
    {
     "p": 0.05928916111588478,
     "m": 1.0
    },
    {
     "p": 0.0435696505010128,
     "m": 1.0
    },
    {
     "p": 0.07372570782899857,
     "m": 1.0
    },
    {
     "p": 0.07482059299945831,
     "m": 1.0
    },
    {
     "p": 0.07865490019321442,
     "m": 1.0
    },
    {
     "p": 0.07051657885313034,
     "m": 1.0
    },
    {
     "p": 0.08544331043958664,
     "m": 1.0
    },
    {
     "p": 0.07310120016336441,
     "m": 1.0
    },
    {
     "p": 0.07352259010076523,
     "m": 1.0
    },
    {
     "p": 0.0727936178445816,
     "m": 1.0
    },
    {
     "p": 0.04014519229531288,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.390034794807434,
   "val_loss": 1.0465726852416992,
   "acc": 63.28,
   "time": 134.63843660592102,
   "param": [
    {
     "p": 0.053545866161584854,
     "m": 1.0
    },
    {
     "p": 0.07394444942474365,
     "m": 1.0
    },
    {
     "p": 0.07673998922109604,
     "m": 1.0
    },
    {
     "p": 0.056175608187913895,
     "m": 1.0
    },
    {
     "p": 0.051117245107889175,
     "m": 1.0
    },
    {
     "p": 0.06729951500892639,
     "m": 1.0
    },
    {
     "p": 0.06543153524398804,
     "m": 1.0
    },
    {
     "p": 0.07507635653018951,
     "m": 1.0
    },
    {
     "p": 0.07791416347026825,
     "m": 1.0
    },
    {
     "p": 0.08991052210330963,
     "m": 1.0
    },
    {
     "p": 0.07654198259115219,
     "m": 1.0
    },
    {
     "p": 0.08595740795135498,
     "m": 1.0
    },
    {
     "p": 0.08231039345264435,
     "m": 1.0
    },
    {
     "p": 0.06803495436906815,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.5134271383285522,
   "val_loss": 1.130616307258606,
   "acc": 63.03,
   "time": 146.82374338095542,
   "param": [
    {
     "p": 0.08384047448635101,
     "m": 1.0
    },
    {
     "p": 0.06344453245401382,
     "m": 1.0
    },
    {
     "p": 0.08868055045604706,
     "m": 1.0
    },
    {
     "p": 0.06350310891866684,
     "m": 1.0
    },
    {
     "p": 0.0598798468708992,
     "m": 1.0
    },
    {
     "p": 0.056118194013834,
     "m": 1.0
    },
    {
     "p": 0.06004273518919945,
     "m": 1.0
    },
    {
     "p": 0.06945379078388214,
     "m": 1.0
    },
    {
     "p": 0.09980782866477966,
     "m": 1.0
    },
    {
     "p": 0.05777186155319214,
     "m": 1.0
    },
    {
     "p": 0.06790221482515335,
     "m": 1.0
    },
    {
     "p": 0.08436298370361328,
     "m": 1.0
    },
    {
     "p": 0.08714669942855835,
     "m": 1.0
    },
    {
     "p": 0.058045126497745514,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.4359997510910034,
   "val_loss": 1.2459113597869873,
   "acc": 61.5,
   "time": 134.59772272605915,
   "param": [
    {
     "p": 0.0944766253232956,
     "m": 1.0
    },
    {
     "p": 0.06637417525053024,
     "m": 1.0
    },
    {
     "p": 0.08297161757946014,
     "m": 1.0
    },
    {
     "p": 0.04448472335934639,
     "m": 1.0
    },
    {
     "p": 0.07088544219732285,
     "m": 1.0
    },
    {
     "p": 0.05577170103788376,
     "m": 1.0
    },
    {
     "p": 0.07059653848409653,
     "m": 1.0
    },
    {
     "p": 0.05958004668354988,
     "m": 1.0
    },
    {
     "p": 0.0706392303109169,
     "m": 1.0
    },
    {
     "p": 0.10128114372491837,
     "m": 1.0
    },
    {
     "p": 0.07292462885379791,
     "m": 1.0
    },
    {
     "p": 0.07895378023386002,
     "m": 1.0
    },
    {
     "p": 0.07565149664878845,
     "m": 1.0
    },
    {
     "p": 0.055408913642168045,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.5134809017181396,
   "val_loss": 1.0240410566329956,
   "acc": 63.7,
   "time": 136.2495854080189,
   "param": [
    {
     "p": 0.08382882177829742,
     "m": 1.0
    },
    {
     "p": 0.05795206502079964,
     "m": 1.0
    },
    {
     "p": 0.08512922376394272,
     "m": 1.0
    },
    {
     "p": 0.06636602431535721,
     "m": 1.0
    },
    {
     "p": 0.08549951761960983,
     "m": 1.0
    },
    {
     "p": 0.05676833540201187,
     "m": 1.0
    },
    {
     "p": 0.04930412396788597,
     "m": 1.0
    },
    {
     "p": 0.08071281015872955,
     "m": 1.0
    },
    {
     "p": 0.06365222483873367,
     "m": 1.0
    },
    {
     "p": 0.07768402993679047,
     "m": 1.0
    },
    {
     "p": 0.07802453637123108,
     "m": 1.0
    },
    {
     "p": 0.08197417855262756,
     "m": 1.0
    },
    {
     "p": 0.06821096688508987,
     "m": 1.0
    },
    {
     "p": 0.06489306688308716,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.4857680797576904,
   "val_loss": 0.9423633813858032,
   "acc": 62.86,
   "time": 128.07122976798564,
   "param": [
    {
     "p": 0.06631357222795486,
     "m": 1.0
    },
    {
     "p": 0.08369298279285431,
     "m": 1.0
    },
    {
     "p": 0.08356847614049911,
     "m": 1.0
    },
    {
     "p": 0.058228205889463425,
     "m": 1.0
    },
    {
     "p": 0.06323309987783432,
     "m": 1.0
    },
    {
     "p": 0.0586576946079731,
     "m": 1.0
    },
    {
     "p": 0.061301931738853455,
     "m": 1.0
    },
    {
     "p": 0.054998237639665604,
     "m": 1.0
    },
    {
     "p": 0.07390476763248444,
     "m": 1.0
    },
    {
     "p": 0.08869500458240509,
     "m": 1.0
    },
    {
     "p": 0.06544675678014755,
     "m": 1.0
    },
    {
     "p": 0.0734197199344635,
     "m": 1.0
    },
    {
     "p": 0.09637735784053802,
     "m": 1.0
    },
    {
     "p": 0.07216213643550873,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.3621671199798584,
   "val_loss": 1.073024034500122,
   "acc": 62.13,
   "time": 130.8862483680714,
   "param": [
    {
     "p": 0.12423756718635559,
     "m": 1.0
    },
    {
     "p": 0.05795206502079964,
     "m": 1.0
    },
    {
     "p": 0.08687132596969604,
     "m": 1.0
    },
    {
     "p": 0.042001135647296906,
     "m": 1.0
    },
    {
     "p": 0.04378177598118782,
     "m": 1.0
    },
    {
     "p": 0.07169225066900253,
     "m": 1.0
    },
    {
     "p": 0.073666512966156,
     "m": 1.0
    },
    {
     "p": 0.05879126116633415,
     "m": 1.0
    },
    {
     "p": 0.08668510615825653,
     "m": 1.0
    },
    {
     "p": 0.0714251920580864,
     "m": 1.0
    },
    {
     "p": 0.09183394908905029,
     "m": 1.0
    },
    {
     "p": 0.08785849809646606,
     "m": 1.0
    },
    {
     "p": 0.08334606140851974,
     "m": 1.0
    },
    {
     "p": 0.019857322797179222,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.447671890258789,
   "val_loss": 1.053694248199463,
   "acc": 64.67,
   "time": 134.77684113406576,
   "param": [
    {
     "p": 0.0787455216050148,
     "m": 1.0
    },
    {
     "p": 0.06650912761688232,
     "m": 1.0
    },
    {
     "p": 0.08563142269849777,
     "m": 1.0
    },
    {
     "p": 0.062029410153627396,
     "m": 1.0
    },
    {
     "p": 0.06396590918302536,
     "m": 1.0
    },
    {
     "p": 0.08580487221479416,
     "m": 1.0
    },
    {
     "p": 0.05415306240320206,
     "m": 1.0
    },
    {
     "p": 0.07720006257295609,
     "m": 1.0
    },
    {
     "p": 0.061571333557367325,
     "m": 1.0
    },
    {
     "p": 0.08629530668258667,
     "m": 1.0
    },
    {
     "p": 0.07033215463161469,
     "m": 1.0
    },
    {
     "p": 0.058356255292892456,
     "m": 1.0
    },
    {
     "p": 0.08887737989425659,
     "m": 1.0
    },
    {
     "p": 0.060528237372636795,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.3193774223327637,
   "val_loss": 1.073901653289795,
   "acc": 60.72,
   "time": 138.51815399504267,
   "param": [
    {
     "p": 0.1059415265917778,
     "m": 1.0
    },
    {
     "p": 0.0638183206319809,
     "m": 1.0
    },
    {
     "p": 0.0944371223449707,
     "m": 1.0
    },
    {
     "p": 0.023220496252179146,
     "m": 1.0
    },
    {
     "p": 0.031175386160612106,
     "m": 1.0
    },
    {
     "p": 0.05658121034502983,
     "m": 1.0
    },
    {
     "p": 0.08688505738973618,
     "m": 1.0
    },
    {
     "p": 0.030861277133226395,
     "m": 1.0
    },
    {
     "p": 0.076766237616539,
     "m": 1.0
    },
    {
     "p": 0.0925540179014206,
     "m": 1.0
    },
    {
     "p": 0.09684691578149796,
     "m": 1.0
    },
    {
     "p": 0.08133400231599808,
     "m": 1.0
    },
    {
     "p": 0.07405461370944977,
     "m": 1.0
    },
    {
     "p": 0.0855238288640976,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.6619629859924316,
   "val_loss": 1.082120418548584,
   "acc": 64.69,
   "time": 129.02991772303358,
   "param": [
    {
     "p": 0.05629274249076843,
     "m": 1.0
    },
    {
     "p": 0.08457670360803604,
     "m": 1.0
    },
    {
     "p": 0.10611005872488022,
     "m": 1.0
    },
    {
     "p": 0.06554661691188812,
     "m": 1.0
    },
    {
     "p": 0.07253141701221466,
     "m": 1.0
    },
    {
     "p": 0.05288555845618248,
     "m": 1.0
    },
    {
     "p": 0.07625780999660492,
     "m": 1.0
    },
    {
     "p": 0.05829876661300659,
     "m": 1.0
    },
    {
     "p": 0.08019071817398071,
     "m": 1.0
    },
    {
     "p": 0.06133818253874779,
     "m": 1.0
    },
    {
     "p": 0.0796346589922905,
     "m": 1.0
    },
    {
     "p": 0.08120829612016678,
     "m": 1.0
    },
    {
     "p": 0.056790173053741455,
     "m": 1.0
    },
    {
     "p": 0.06833838671445847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.579431176185608,
   "val_loss": 0.8879526853561401,
   "acc": 65.38,
   "time": 127.07396990095731,
   "param": [
    {
     "p": 0.1278209239244461,
     "m": 1.0
    },
    {
     "p": 0.05183996632695198,
     "m": 1.0
    },
    {
     "p": 0.08394704014062881,
     "m": 1.0
    },
    {
     "p": 0.04203508794307709,
     "m": 1.0
    },
    {
     "p": 0.053871944546699524,
     "m": 1.0
    },
    {
     "p": 0.07241843640804291,
     "m": 1.0
    },
    {
     "p": 0.036130838096141815,
     "m": 1.0
    },
    {
     "p": 0.08095177263021469,
     "m": 1.0
    },
    {
     "p": 0.07902297377586365,
     "m": 1.0
    },
    {
     "p": 0.08046071976423264,
     "m": 1.0
    },
    {
     "p": 0.0774381086230278,
     "m": 1.0
    },
    {
     "p": 0.0937611535191536,
     "m": 1.0
    },
    {
     "p": 0.08651717007160187,
     "m": 1.0
    },
    {
     "p": 0.03378383815288544,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.6808216571807861,
   "val_loss": 1.0002567768096924,
   "acc": 63.96,
   "time": 126.42641375004314,
   "param": [
    {
     "p": 0.08740672469139099,
     "m": 1.0
    },
    {
     "p": 0.04744395613670349,
     "m": 1.0
    },
    {
     "p": 0.08285762369632721,
     "m": 1.0
    },
    {
     "p": 0.07994698733091354,
     "m": 1.0
    },
    {
     "p": 0.04873082786798477,
     "m": 1.0
    },
    {
     "p": 0.060880616307258606,
     "m": 1.0
    },
    {
     "p": 0.06374410539865494,
     "m": 1.0
    },
    {
     "p": 0.0795636847615242,
     "m": 1.0
    },
    {
     "p": 0.0840054377913475,
     "m": 1.0
    },
    {
     "p": 0.07295642793178558,
     "m": 1.0
    },
    {
     "p": 0.08005093783140182,
     "m": 1.0
    },
    {
     "p": 0.07721765339374542,
     "m": 1.0
    },
    {
     "p": 0.09831268340349197,
     "m": 1.0
    },
    {
     "p": 0.036882296204566956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.4188185930252075,
   "val_loss": 0.9392471313476562,
   "acc": 65.17,
   "time": 127.45204181200825,
   "param": [
    {
     "p": 0.10184713453054428,
     "m": 1.0
    },
    {
     "p": 0.054799117147922516,
     "m": 1.0
    },
    {
     "p": 0.0838329941034317,
     "m": 1.0
    },
    {
     "p": 0.040184006094932556,
     "m": 1.0
    },
    {
     "p": 0.05212308093905449,
     "m": 1.0
    },
    {
     "p": 0.08592203259468079,
     "m": 1.0
    },
    {
     "p": 0.0709940493106842,
     "m": 1.0
    },
    {
     "p": 0.07351472973823547,
     "m": 1.0
    },
    {
     "p": 0.07216321676969528,
     "m": 1.0
    },
    {
     "p": 0.06866209954023361,
     "m": 1.0
    },
    {
     "p": 0.07600447535514832,
     "m": 1.0
    },
    {
     "p": 0.08733616769313812,
     "m": 1.0
    },
    {
     "p": 0.08146146684885025,
     "m": 1.0
    },
    {
     "p": 0.05115540325641632,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.4697728157043457,
   "val_loss": 0.9802820086479187,
   "acc": 63.47,
   "time": 137.28271620196756,
   "param": [
    {
     "p": 0.09045477956533432,
     "m": 1.0
    },
    {
     "p": 0.05622774362564087,
     "m": 1.0
    },
    {
     "p": 0.10471522808074951,
     "m": 1.0
    },
    {
     "p": 0.04815008118748665,
     "m": 1.0
    },
    {
     "p": 0.05348602682352066,
     "m": 1.0
    },
    {
     "p": 0.05285382270812988,
     "m": 1.0
    },
    {
     "p": 0.07312749326229095,
     "m": 1.0
    },
    {
     "p": 0.06812318414449692,
     "m": 1.0
    },
    {
     "p": 0.07334208488464355,
     "m": 1.0
    },
    {
     "p": 0.07582767307758331,
     "m": 1.0
    },
    {
     "p": 0.09102977812290192,
     "m": 1.0
    },
    {
     "p": 0.07595809549093246,
     "m": 1.0
    },
    {
     "p": 0.07196543365716934,
     "m": 1.0
    },
    {
     "p": 0.06473864614963531,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.5310097932815552,
   "val_loss": 1.024367332458496,
   "acc": 65.75,
   "time": 132.33091650204733,
   "param": [
    {
     "p": 0.0773787647485733,
     "m": 1.0
    },
    {
     "p": 0.03170762583613396,
     "m": 1.0
    },
    {
     "p": 0.10144831240177155,
     "m": 1.0
    },
    {
     "p": 0.045226089656353,
     "m": 1.0
    },
    {
     "p": 0.05168190598487854,
     "m": 1.0
    },
    {
     "p": 0.06126387044787407,
     "m": 1.0
    },
    {
     "p": 0.07235158979892731,
     "m": 1.0
    },
    {
     "p": 0.05702011659741402,
     "m": 1.0
    },
    {
     "p": 0.06984946876764297,
     "m": 1.0
    },
    {
     "p": 0.08959238976240158,
     "m": 1.0
    },
    {
     "p": 0.08102443814277649,
     "m": 1.0
    },
    {
     "p": 0.08677153289318085,
     "m": 1.0
    },
    {
     "p": 0.10149776190519333,
     "m": 1.0
    },
    {
     "p": 0.07318611443042755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.5104942321777344,
   "val_loss": 0.9225320219993591,
   "acc": 64.83,
   "time": 138.06754597194958,
   "param": [
    {
     "p": 0.0790797770023346,
     "m": 1.0
    },
    {
     "p": 0.0600736141204834,
     "m": 1.0
    },
    {
     "p": 0.09602636843919754,
     "m": 1.0
    },
    {
     "p": 0.06305647641420364,
     "m": 1.0
    },
    {
     "p": 0.06324394792318344,
     "m": 1.0
    },
    {
     "p": 0.06879927217960358,
     "m": 1.0
    },
    {
     "p": 0.06761496514081955,
     "m": 1.0
    },
    {
     "p": 0.058560702949762344,
     "m": 1.0
    },
    {
     "p": 0.07109309732913971,
     "m": 1.0
    },
    {
     "p": 0.08193676918745041,
     "m": 1.0
    },
    {
     "p": 0.0693003386259079,
     "m": 1.0
    },
    {
     "p": 0.06856513023376465,
     "m": 1.0
    },
    {
     "p": 0.07825912535190582,
     "m": 1.0
    },
    {
     "p": 0.07439033687114716,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.3939217329025269,
   "val_loss": 1.0431195497512817,
   "acc": 64.66,
   "time": 135.67749064904638,
   "param": [
    {
     "p": 0.09403874725103378,
     "m": 1.0
    },
    {
     "p": 0.05673326551914215,
     "m": 1.0
    },
    {
     "p": 0.0920022577047348,
     "m": 1.0
    },
    {
     "p": 0.05946420505642891,
     "m": 1.0
    },
    {
     "p": 0.057582635432481766,
     "m": 1.0
    },
    {
     "p": 0.04258148744702339,
     "m": 1.0
    },
    {
     "p": 0.07246534526348114,
     "m": 1.0
    },
    {
     "p": 0.05148820951581001,
     "m": 1.0
    },
    {
     "p": 0.09214802086353302,
     "m": 1.0
    },
    {
     "p": 0.07212333381175995,
     "m": 1.0
    },
    {
     "p": 0.07721588015556335,
     "m": 1.0
    },
    {
     "p": 0.08487259596586227,
     "m": 1.0
    },
    {
     "p": 0.09270309656858444,
     "m": 1.0
    },
    {
     "p": 0.05458095669746399,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.339640498161316,
   "val_loss": 1.0293382406234741,
   "acc": 66.08,
   "time": 140.9460614580894,
   "param": [
    {
     "p": 0.10193035006523132,
     "m": 1.0
    },
    {
     "p": 0.04928681626915932,
     "m": 1.0
    },
    {
     "p": 0.07720021158456802,
     "m": 1.0
    },
    {
     "p": 0.022685639560222626,
     "m": 1.0
    },
    {
     "p": 0.05921522155404091,
     "m": 1.0
    },
    {
     "p": 0.07242066413164139,
     "m": 1.0
    },
    {
     "p": 0.03665900602936745,
     "m": 1.0
    },
    {
     "p": 0.07280628383159637,
     "m": 1.0
    },
    {
     "p": 0.06903380155563354,
     "m": 1.0
    },
    {
     "p": 0.11240895092487335,
     "m": 1.0
    },
    {
     "p": 0.06633589416742325,
     "m": 1.0
    },
    {
     "p": 0.0868014544248581,
     "m": 1.0
    },
    {
     "p": 0.10429427772760391,
     "m": 1.0
    },
    {
     "p": 0.06892134994268417,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.4334356784820557,
   "val_loss": 0.9232867360115051,
   "acc": 65.45,
   "time": 134.0464113589842,
   "param": [
    {
     "p": 0.0902257114648819,
     "m": 1.0
    },
    {
     "p": 0.07202429324388504,
     "m": 1.0
    },
    {
     "p": 0.06800881028175354,
     "m": 1.0
    },
    {
     "p": 0.054854344576597214,
     "m": 1.0
    },
    {
     "p": 0.056982509791851044,
     "m": 1.0
    },
    {
     "p": 0.07425747066736221,
     "m": 1.0
    },
    {
     "p": 0.07282321900129318,
     "m": 1.0
    },
    {
     "p": 0.08149448782205582,
     "m": 1.0
    },
    {
     "p": 0.0757322758436203,
     "m": 1.0
    },
    {
     "p": 0.0606326162815094,
     "m": 1.0
    },
    {
     "p": 0.062422432005405426,
     "m": 1.0
    },
    {
     "p": 0.08623500168323517,
     "m": 1.0
    },
    {
     "p": 0.08904238790273666,
     "m": 1.0
    },
    {
     "p": 0.055264391005039215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.4526287317276,
   "val_loss": 1.0323939323425293,
   "acc": 65.63,
   "time": 149.37096103699878,
   "param": [
    {
     "p": 0.058236438781023026,
     "m": 1.0
    },
    {
     "p": 0.06419336795806885,
     "m": 1.0
    },
    {
     "p": 0.08519023656845093,
     "m": 1.0
    },
    {
     "p": 0.03404207527637482,
     "m": 1.0
    },
    {
     "p": 0.058801911771297455,
     "m": 1.0
    },
    {
     "p": 0.049034349620342255,
     "m": 1.0
    },
    {
     "p": 0.08670990914106369,
     "m": 1.0
    },
    {
     "p": 0.06084820255637169,
     "m": 1.0
    },
    {
     "p": 0.09546445310115814,
     "m": 1.0
    },
    {
     "p": 0.07872559130191803,
     "m": 1.0
    },
    {
     "p": 0.07476789504289627,
     "m": 1.0
    },
    {
     "p": 0.07359664887189865,
     "m": 1.0
    },
    {
     "p": 0.10971185564994812,
     "m": 1.0
    },
    {
     "p": 0.07067704945802689,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.4841523170471191,
   "val_loss": 1.0876662731170654,
   "acc": 65.38,
   "time": 145.6360227559926,
   "param": [
    {
     "p": 0.08533646911382675,
     "m": 1.0
    },
    {
     "p": 0.08204372227191925,
     "m": 1.0
    },
    {
     "p": 0.0815168246626854,
     "m": 1.0
    },
    {
     "p": 0.03215465322136879,
     "m": 1.0
    },
    {
     "p": 0.049271419644355774,
     "m": 1.0
    },
    {
     "p": 0.0680857002735138,
     "m": 1.0
    },
    {
     "p": 0.08909085392951965,
     "m": 1.0
    },
    {
     "p": 0.05091502517461777,
     "m": 1.0
    },
    {
     "p": 0.07544589787721634,
     "m": 1.0
    },
    {
     "p": 0.07162341475486755,
     "m": 1.0
    },
    {
     "p": 0.08296467363834381,
     "m": 1.0
    },
    {
     "p": 0.07595167309045792,
     "m": 1.0
    },
    {
     "p": 0.09353785961866379,
     "m": 1.0
    },
    {
     "p": 0.06206189841032028,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.5703150033950806,
   "val_loss": 0.8962324261665344,
   "acc": 66.21,
   "time": 138.83019156905357,
   "param": [
    {
     "p": 0.08021657913923264,
     "m": 1.0
    },
    {
     "p": 0.07474859803915024,
     "m": 1.0
    },
    {
     "p": 0.08731303364038467,
     "m": 1.0
    },
    {
     "p": 0.057463157922029495,
     "m": 1.0
    },
    {
     "p": 0.0666518360376358,
     "m": 1.0
    },
    {
     "p": 0.06370620429515839,
     "m": 1.0
    },
    {
     "p": 0.04862596467137337,
     "m": 1.0
    },
    {
     "p": 0.07830267399549484,
     "m": 1.0
    },
    {
     "p": 0.048963792622089386,
     "m": 1.0
    },
    {
     "p": 0.07492611557245255,
     "m": 1.0
    },
    {
     "p": 0.08618637919425964,
     "m": 1.0
    },
    {
     "p": 0.0800461545586586,
     "m": 1.0
    },
    {
     "p": 0.07863799482584,
     "m": 1.0
    },
    {
     "p": 0.074211485683918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.3447446823120117,
   "val_loss": 0.902582585811615,
   "acc": 66.21,
   "time": 132.10496325301938,
   "param": [
    {
     "p": 0.08195661008358002,
     "m": 1.0
    },
    {
     "p": 0.06264284998178482,
     "m": 1.0
    },
    {
     "p": 0.06923206150531769,
     "m": 1.0
    },
    {
     "p": 0.05616641789674759,
     "m": 1.0
    },
    {
     "p": 0.07101833820343018,
     "m": 1.0
    },
    {
     "p": 0.043503157794475555,
     "m": 1.0
    },
    {
     "p": 0.06843527406454086,
     "m": 1.0
    },
    {
     "p": 0.07676158100366592,
     "m": 1.0
    },
    {
     "p": 0.07819285243749619,
     "m": 1.0
    },
    {
     "p": 0.08430057018995285,
     "m": 1.0
    },
    {
     "p": 0.08757950365543365,
     "m": 1.0
    },
    {
     "p": 0.08043206483125687,
     "m": 1.0
    },
    {
     "p": 0.07637499272823334,
     "m": 1.0
    },
    {
     "p": 0.06340371072292328,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.491525411605835,
   "val_loss": 1.0089718103408813,
   "acc": 66.18,
   "time": 129.85150654206518,
   "param": [
    {
     "p": 0.07757417112588882,
     "m": 1.0
    },
    {
     "p": 0.07301049679517746,
     "m": 1.0
    },
    {
     "p": 0.07722220569849014,
     "m": 1.0
    },
    {
     "p": 0.055759649723768234,
     "m": 1.0
    },
    {
     "p": 0.06322094798088074,
     "m": 1.0
    },
    {
     "p": 0.05598387122154236,
     "m": 1.0
    },
    {
     "p": 0.07854516804218292,
     "m": 1.0
    },
    {
     "p": 0.08149723708629608,
     "m": 1.0
    },
    {
     "p": 0.06235598400235176,
     "m": 1.0
    },
    {
     "p": 0.06123989820480347,
     "m": 1.0
    },
    {
     "p": 0.07697151601314545,
     "m": 1.0
    },
    {
     "p": 0.07116460800170898,
     "m": 1.0
    },
    {
     "p": 0.09126871079206467,
     "m": 1.0
    },
    {
     "p": 0.07418549060821533,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.3353997468948364,
   "val_loss": 0.9100791215896606,
   "acc": 66.48,
   "time": 148.75046189303976,
   "param": [
    {
     "p": 0.08672744780778885,
     "m": 1.0
    },
    {
     "p": 0.0587511770427227,
     "m": 1.0
    },
    {
     "p": 0.08769884705543518,
     "m": 1.0
    },
    {
     "p": 0.06535152345895767,
     "m": 1.0
    },
    {
     "p": 0.07231690734624863,
     "m": 1.0
    },
    {
     "p": 0.06705153733491898,
     "m": 1.0
    },
    {
     "p": 0.07720618695020676,
     "m": 1.0
    },
    {
     "p": 0.057601720094680786,
     "m": 1.0
    },
    {
     "p": 0.06709633767604828,
     "m": 1.0
    },
    {
     "p": 0.0673953965306282,
     "m": 1.0
    },
    {
     "p": 0.06522146612405777,
     "m": 1.0
    },
    {
     "p": 0.07525303959846497,
     "m": 1.0
    },
    {
     "p": 0.08332488685846329,
     "m": 1.0
    },
    {
     "p": 0.06900358945131302,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.3929848670959473,
   "val_loss": 1.0119597911834717,
   "acc": 65.64,
   "time": 149.09984569402877,
   "param": [
    {
     "p": 0.08275044709444046,
     "m": 1.0
    },
    {
     "p": 0.05573616921901703,
     "m": 1.0
    },
    {
     "p": 0.10963474959135056,
     "m": 1.0
    },
    {
     "p": 0.058726370334625244,
     "m": 1.0
    },
    {
     "p": 0.05265108868479729,
     "m": 1.0
    },
    {
     "p": 0.06040358543395996,
     "m": 1.0
    },
    {
     "p": 0.04863554239273071,
     "m": 1.0
    },
    {
     "p": 0.06244979426264763,
     "m": 1.0
    },
    {
     "p": 0.06814269721508026,
     "m": 1.0
    },
    {
     "p": 0.07861507683992386,
     "m": 1.0
    },
    {
     "p": 0.07086800783872604,
     "m": 1.0
    },
    {
     "p": 0.09698379784822464,
     "m": 1.0
    },
    {
     "p": 0.07079170644283295,
     "m": 1.0
    },
    {
     "p": 0.08361101895570755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.3981268405914307,
   "val_loss": 0.9321213960647583,
   "acc": 65.98,
   "time": 152.56295164395124,
   "param": [
    {
     "p": 0.0963335931301117,
     "m": 1.0
    },
    {
     "p": 0.05123898759484291,
     "m": 1.0
    },
    {
     "p": 0.09541094303131104,
     "m": 1.0
    },
    {
     "p": 0.07714691758155823,
     "m": 1.0
    },
    {
     "p": 0.032784443348646164,
     "m": 1.0
    },
    {
     "p": 0.06872085481882095,
     "m": 1.0
    },
    {
     "p": 0.05219404026865959,
     "m": 1.0
    },
    {
     "p": 0.07865612208843231,
     "m": 1.0
    },
    {
     "p": 0.06781462579965591,
     "m": 1.0
    },
    {
     "p": 0.09616222977638245,
     "m": 1.0
    },
    {
     "p": 0.07616300880908966,
     "m": 1.0
    },
    {
     "p": 0.07803109288215637,
     "m": 1.0
    },
    {
     "p": 0.08341489732265472,
     "m": 1.0
    },
    {
     "p": 0.045928310602903366,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.4726203680038452,
   "val_loss": 1.011738657951355,
   "acc": 66.62,
   "time": 131.06123810005374,
   "param": [
    {
     "p": 0.0782548040151596,
     "m": 1.0
    },
    {
     "p": 0.048214904963970184,
     "m": 1.0
    },
    {
     "p": 0.09394731372594833,
     "m": 1.0
    },
    {
     "p": 0.05803504213690758,
     "m": 1.0
    },
    {
     "p": 0.06959161162376404,
     "m": 1.0
    },
    {
     "p": 0.05325210839509964,
     "m": 1.0
    },
    {
     "p": 0.07405655086040497,
     "m": 1.0
    },
    {
     "p": 0.07764602452516556,
     "m": 1.0
    },
    {
     "p": 0.055739760398864746,
     "m": 1.0
    },
    {
     "p": 0.0804106816649437,
     "m": 1.0
    },
    {
     "p": 0.08957534283399582,
     "m": 1.0
    },
    {
     "p": 0.06565934419631958,
     "m": 1.0
    },
    {
     "p": 0.08409736305475235,
     "m": 1.0
    },
    {
     "p": 0.07151912152767181,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.329972505569458,
   "val_loss": 0.9940398335456848,
   "acc": 67.15,
   "time": 131.17885378398933,
   "param": [
    {
     "p": 0.09187672287225723,
     "m": 1.0
    },
    {
     "p": 0.0585649311542511,
     "m": 1.0
    },
    {
     "p": 0.07717809081077576,
     "m": 1.0
    },
    {
     "p": 0.048727549612522125,
     "m": 1.0
    },
    {
     "p": 0.0445026271045208,
     "m": 1.0
    },
    {
     "p": 0.07444752752780914,
     "m": 1.0
    },
    {
     "p": 0.07432820647954941,
     "m": 1.0
    },
    {
     "p": 0.08454740047454834,
     "m": 1.0
    },
    {
     "p": 0.0740831196308136,
     "m": 1.0
    },
    {
     "p": 0.06707201898097992,
     "m": 1.0
    },
    {
     "p": 0.06206400319933891,
     "m": 1.0
    },
    {
     "p": 0.07079716771841049,
     "m": 1.0
    },
    {
     "p": 0.10059911012649536,
     "m": 1.0
    },
    {
     "p": 0.07121147215366364,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.454370379447937,
   "val_loss": 1.0712385177612305,
   "acc": 65.24,
   "time": 131.90177988703363,
   "param": [
    {
     "p": 0.07202661782503128,
     "m": 1.0
    },
    {
     "p": 0.07387019693851471,
     "m": 1.0
    },
    {
     "p": 0.07637827843427658,
     "m": 1.0
    },
    {
     "p": 0.05346459150314331,
     "m": 1.0
    },
    {
     "p": 0.07187715172767639,
     "m": 1.0
    },
    {
     "p": 0.08124881237745285,
     "m": 1.0
    },
    {
     "p": 0.06031554937362671,
     "m": 1.0
    },
    {
     "p": 0.07724122703075409,
     "m": 1.0
    },
    {
     "p": 0.05521867796778679,
     "m": 1.0
    },
    {
     "p": 0.07301033288240433,
     "m": 1.0
    },
    {
     "p": 0.07150069624185562,
     "m": 1.0
    },
    {
     "p": 0.08212257921695709,
     "m": 1.0
    },
    {
     "p": 0.07956412434577942,
     "m": 1.0
    },
    {
     "p": 0.07216110825538635,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.3830020427703857,
   "val_loss": 0.9407232403755188,
   "acc": 66.39,
   "time": 143.68704742996488,
   "param": [
    {
     "p": 0.07751438766717911,
     "m": 1.0
    },
    {
     "p": 0.06678680330514908,
     "m": 1.0
    },
    {
     "p": 0.09194854646921158,
     "m": 1.0
    },
    {
     "p": 0.028175635263323784,
     "m": 1.0
    },
    {
     "p": 0.04139915481209755,
     "m": 1.0
    },
    {
     "p": 0.08525508642196655,
     "m": 1.0
    },
    {
     "p": 0.07082933932542801,
     "m": 1.0
    },
    {
     "p": 0.06289443373680115,
     "m": 1.0
    },
    {
     "p": 0.08680110424757004,
     "m": 1.0
    },
    {
     "p": 0.09323136508464813,
     "m": 1.0
    },
    {
     "p": 0.07335808873176575,
     "m": 1.0
    },
    {
     "p": 0.07775264978408813,
     "m": 1.0
    },
    {
     "p": 0.10556284338235855,
     "m": 1.0
    },
    {
     "p": 0.038490552455186844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.5182921886444092,
   "val_loss": 0.9896189570426941,
   "acc": 64.54,
   "time": 135.66333699401002,
   "param": [
    {
     "p": 0.08863018453121185,
     "m": 1.0
    },
    {
     "p": 0.07150227576494217,
     "m": 1.0
    },
    {
     "p": 0.08039141446352005,
     "m": 1.0
    },
    {
     "p": 0.07173740118741989,
     "m": 1.0
    },
    {
     "p": 0.051099322736263275,
     "m": 1.0
    },
    {
     "p": 0.05602840334177017,
     "m": 1.0
    },
    {
     "p": 0.0758233293890953,
     "m": 1.0
    },
    {
     "p": 0.07150943577289581,
     "m": 1.0
    },
    {
     "p": 0.08366448432207108,
     "m": 1.0
    },
    {
     "p": 0.07989995181560516,
     "m": 1.0
    },
    {
     "p": 0.04923868924379349,
     "m": 1.0
    },
    {
     "p": 0.07038720697164536,
     "m": 1.0
    },
    {
     "p": 0.07999181747436523,
     "m": 1.0
    },
    {
     "p": 0.07009615004062653,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.404486060142517,
   "val_loss": 0.9119367599487305,
   "acc": 67.81,
   "time": 127.7283393809339,
   "param": [
    {
     "p": 0.07198963314294815,
     "m": 1.0
    },
    {
     "p": 0.0685194879770279,
     "m": 1.0
    },
    {
     "p": 0.1024867594242096,
     "m": 1.0
    },
    {
     "p": 0.0331682413816452,
     "m": 1.0
    },
    {
     "p": 0.07580526173114777,
     "m": 1.0
    },
    {
     "p": 0.04964902251958847,
     "m": 1.0
    },
    {
     "p": 0.07014766335487366,
     "m": 1.0
    },
    {
     "p": 0.07110089808702469,
     "m": 1.0
    },
    {
     "p": 0.058589812368154526,
     "m": 1.0
    },
    {
     "p": 0.08031384646892548,
     "m": 1.0
    },
    {
     "p": 0.08389447629451752,
     "m": 1.0
    },
    {
     "p": 0.08603121340274811,
     "m": 1.0
    },
    {
     "p": 0.08049515634775162,
     "m": 1.0
    },
    {
     "p": 0.06780856102705002,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.4137957096099854,
   "val_loss": 0.9546297192573547,
   "acc": 66.4,
   "time": 145.1199670759961,
   "param": [
    {
     "p": 0.08602746576070786,
     "m": 1.0
    },
    {
     "p": 0.04977551847696304,
     "m": 1.0
    },
    {
     "p": 0.07651911675930023,
     "m": 1.0
    },
    {
     "p": 0.04244551435112953,
     "m": 1.0
    },
    {
     "p": 0.07792270183563232,
     "m": 1.0
    },
    {
     "p": 0.06482598930597305,
     "m": 1.0
    },
    {
     "p": 0.05339967459440231,
     "m": 1.0
    },
    {
     "p": 0.09468382596969604,
     "m": 1.0
    },
    {
     "p": 0.08667804300785065,
     "m": 1.0
    },
    {
     "p": 0.08956331014633179,
     "m": 1.0
    },
    {
     "p": 0.06347371637821198,
     "m": 1.0
    },
    {
     "p": 0.07733432948589325,
     "m": 1.0
    },
    {
     "p": 0.09227349609136581,
     "m": 1.0
    },
    {
     "p": 0.045077309012413025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.4826873540878296,
   "val_loss": 0.9534744024276733,
   "acc": 66.74,
   "time": 139.31867290800437,
   "param": [
    {
     "p": 0.07811833173036575,
     "m": 1.0
    },
    {
     "p": 0.05715255066752434,
     "m": 1.0
    },
    {
     "p": 0.09201199561357498,
     "m": 1.0
    },
    {
     "p": 0.06074398756027222,
     "m": 1.0
    },
    {
     "p": 0.05855708569288254,
     "m": 1.0
    },
    {
     "p": 0.05043744295835495,
     "m": 1.0
    },
    {
     "p": 0.05278811231255531,
     "m": 1.0
    },
    {
     "p": 0.08923880755901337,
     "m": 1.0
    },
    {
     "p": 0.060891956090927124,
     "m": 1.0
    },
    {
     "p": 0.08987808972597122,
     "m": 1.0
    },
    {
     "p": 0.06294988840818405,
     "m": 1.0
    },
    {
     "p": 0.09573625773191452,
     "m": 1.0
    },
    {
     "p": 0.07369448989629745,
     "m": 1.0
    },
    {
     "p": 0.07780096679925919,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.3386088609695435,
   "val_loss": 0.9867842793464661,
   "acc": 66.26,
   "time": 129.06034064106643,
   "param": [
    {
     "p": 0.07087495923042297,
     "m": 1.0
    },
    {
     "p": 0.06768567860126495,
     "m": 1.0
    },
    {
     "p": 0.07093049585819244,
     "m": 1.0
    },
    {
     "p": 0.05091657117009163,
     "m": 1.0
    },
    {
     "p": 0.06963501870632172,
     "m": 1.0
    },
    {
     "p": 0.08326608687639236,
     "m": 1.0
    },
    {
     "p": 0.07916001230478287,
     "m": 1.0
    },
    {
     "p": 0.07130013406276703,
     "m": 1.0
    },
    {
     "p": 0.07620804011821747,
     "m": 1.0
    },
    {
     "p": 0.08332809060811996,
     "m": 1.0
    },
    {
     "p": 0.07205893844366074,
     "m": 1.0
    },
    {
     "p": 0.08541388064622879,
     "m": 1.0
    },
    {
     "p": 0.07028701156377792,
     "m": 1.0
    },
    {
     "p": 0.048934996128082275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.4650704860687256,
   "val_loss": 1.005491018295288,
   "acc": 66.96,
   "time": 137.88765492197126,
   "param": [
    {
     "p": 0.09265446662902832,
     "m": 1.0
    },
    {
     "p": 0.04945167899131775,
     "m": 1.0
    },
    {
     "p": 0.10430256277322769,
     "m": 1.0
    },
    {
     "p": 0.042298324406147,
     "m": 1.0
    },
    {
     "p": 0.058907996863126755,
     "m": 1.0
    },
    {
     "p": 0.05597307160496712,
     "m": 1.0
    },
    {
     "p": 0.07687679678201675,
     "m": 1.0
    },
    {
     "p": 0.060967884957790375,
     "m": 1.0
    },
    {
     "p": 0.08752432465553284,
     "m": 1.0
    },
    {
     "p": 0.06463292986154556,
     "m": 1.0
    },
    {
     "p": 0.0840514674782753,
     "m": 1.0
    },
    {
     "p": 0.07316173613071442,
     "m": 1.0
    },
    {
     "p": 0.07593443989753723,
     "m": 1.0
    },
    {
     "p": 0.07326225191354752,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.426177740097046,
   "val_loss": 0.9433939456939697,
   "acc": 67.56,
   "time": 157.6762017419096,
   "param": [
    {
     "p": 0.08358383923768997,
     "m": 1.0
    },
    {
     "p": 0.0678642988204956,
     "m": 1.0
    },
    {
     "p": 0.07461468875408173,
     "m": 1.0
    },
    {
     "p": 0.03723213076591492,
     "m": 1.0
    },
    {
     "p": 0.0330568365752697,
     "m": 1.0
    },
    {
     "p": 0.05885322391986847,
     "m": 1.0
    },
    {
     "p": 0.06659601628780365,
     "m": 1.0
    },
    {
     "p": 0.06982994824647903,
     "m": 1.0
    },
    {
     "p": 0.07191239297389984,
     "m": 1.0
    },
    {
     "p": 0.0942578911781311,
     "m": 1.0
    },
    {
     "p": 0.07702961564064026,
     "m": 1.0
    },
    {
     "p": 0.1037241667509079,
     "m": 1.0
    },
    {
     "p": 0.08744964748620987,
     "m": 1.0
    },
    {
     "p": 0.07399535924196243,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.353519082069397,
   "val_loss": 0.9666396975517273,
   "acc": 68.17,
   "time": 138.48740596498828,
   "param": [
    {
     "p": 0.08526338636875153,
     "m": 1.0
    },
    {
     "p": 0.06318716704845428,
     "m": 1.0
    },
    {
     "p": 0.07909221202135086,
     "m": 1.0
    },
    {
     "p": 0.028647998347878456,
     "m": 1.0
    },
    {
     "p": 0.04703188315033913,
     "m": 1.0
    },
    {
     "p": 0.041619762778282166,
     "m": 1.0
    },
    {
     "p": 0.07443541288375854,
     "m": 1.0
    },
    {
     "p": 0.06564941257238388,
     "m": 1.0
    },
    {
     "p": 0.08379340171813965,
     "m": 1.0
    },
    {
     "p": 0.07419447600841522,
     "m": 1.0
    },
    {
     "p": 0.08440127223730087,
     "m": 1.0
    },
    {
     "p": 0.11362520605325699,
     "m": 1.0
    },
    {
     "p": 0.08641380816698074,
     "m": 1.0
    },
    {
     "p": 0.07264459878206253,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.2626168727874756,
   "val_loss": 0.9306032061576843,
   "acc": 66.68,
   "time": 149.41677320096642,
   "param": [
    {
     "p": 0.08590885996818542,
     "m": 1.0
    },
    {
     "p": 0.06240292638540268,
     "m": 1.0
    },
    {
     "p": 0.05985657870769501,
     "m": 1.0
    },
    {
     "p": 0.056789904832839966,
     "m": 1.0
    },
    {
     "p": 0.04832834377884865,
     "m": 1.0
    },
    {
     "p": 0.07068458944559097,
     "m": 1.0
    },
    {
     "p": 0.07580623775720596,
     "m": 1.0
    },
    {
     "p": 0.05526282265782356,
     "m": 1.0
    },
    {
     "p": 0.07198572158813477,
     "m": 1.0
    },
    {
     "p": 0.07424680143594742,
     "m": 1.0
    },
    {
     "p": 0.07661899924278259,
     "m": 1.0
    },
    {
     "p": 0.08864441514015198,
     "m": 1.0
    },
    {
     "p": 0.09847467392683029,
     "m": 1.0
    },
    {
     "p": 0.07498907297849655,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.3489642143249512,
   "val_loss": 0.9799196124076843,
   "acc": 67.79,
   "time": 136.31595155410469,
   "param": [
    {
     "p": 0.10269252955913544,
     "m": 1.0
    },
    {
     "p": 0.04975854232907295,
     "m": 1.0
    },
    {
     "p": 0.07719767093658447,
     "m": 1.0
    },
    {
     "p": 0.045124415308237076,
     "m": 1.0
    },
    {
     "p": 0.03553428873419762,
     "m": 1.0
    },
    {
     "p": 0.06582685559988022,
     "m": 1.0
    },
    {
     "p": 0.05307896062731743,
     "m": 1.0
    },
    {
     "p": 0.06876436620950699,
     "m": 1.0
    },
    {
     "p": 0.0910424068570137,
     "m": 1.0
    },
    {
     "p": 0.09469528496265411,
     "m": 1.0
    },
    {
     "p": 0.08747938275337219,
     "m": 1.0
    },
    {
     "p": 0.06451383233070374,
     "m": 1.0
    },
    {
     "p": 0.09779766201972961,
     "m": 1.0
    },
    {
     "p": 0.06649387627840042,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.484495997428894,
   "val_loss": 0.7892170548439026,
   "acc": 67.59,
   "time": 130.3436964059947,
   "param": [
    {
     "p": 0.08256439119577408,
     "m": 1.0
    },
    {
     "p": 0.055250488221645355,
     "m": 1.0
    },
    {
     "p": 0.07988077402114868,
     "m": 1.0
    },
    {
     "p": 0.06946106255054474,
     "m": 1.0
    },
    {
     "p": 0.06754793226718903,
     "m": 1.0
    },
    {
     "p": 0.05379850044846535,
     "m": 1.0
    },
    {
     "p": 0.09195829927921295,
     "m": 1.0
    },
    {
     "p": 0.1002277210354805,
     "m": 1.0
    },
    {
     "p": 0.06406908482313156,
     "m": 1.0
    },
    {
     "p": 0.06603312492370605,
     "m": 1.0
    },
    {
     "p": 0.08039135485887527,
     "m": 1.0
    },
    {
     "p": 0.05111216381192207,
     "m": 1.0
    },
    {
     "p": 0.08399076014757156,
     "m": 1.0
    },
    {
     "p": 0.05371427536010742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.3178664445877075,
   "val_loss": 0.9959477782249451,
   "acc": 66.75,
   "time": 128.69081912294496,
   "param": [
    {
     "p": 0.08749770373106003,
     "m": 1.0
    },
    {
     "p": 0.05360101908445358,
     "m": 1.0
    },
    {
     "p": 0.09328261762857437,
     "m": 1.0
    },
    {
     "p": 0.07438234239816666,
     "m": 1.0
    },
    {
     "p": 0.056933026760816574,
     "m": 1.0
    },
    {
     "p": 0.06723523139953613,
     "m": 1.0
    },
    {
     "p": 0.07971380650997162,
     "m": 1.0
    },
    {
     "p": 0.08781038969755173,
     "m": 1.0
    },
    {
     "p": 0.041193071752786636,
     "m": 1.0
    },
    {
     "p": 0.06213847175240517,
     "m": 1.0
    },
    {
     "p": 0.07194268703460693,
     "m": 1.0
    },
    {
     "p": 0.08415337651968002,
     "m": 1.0
    },
    {
     "p": 0.08183124661445618,
     "m": 1.0
    },
    {
     "p": 0.05828506126999855,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.394750952720642,
   "val_loss": 0.8939869999885559,
   "acc": 66.48,
   "time": 151.75823421298992,
   "param": [
    {
     "p": 0.08527272194623947,
     "m": 1.0
    },
    {
     "p": 0.07262662053108215,
     "m": 1.0
    },
    {
     "p": 0.08650066703557968,
     "m": 1.0
    },
    {
     "p": 0.06383213400840759,
     "m": 1.0
    },
    {
     "p": 0.043353356420993805,
     "m": 1.0
    },
    {
     "p": 0.0734851136803627,
     "m": 1.0
    },
    {
     "p": 0.06451021134853363,
     "m": 1.0
    },
    {
     "p": 0.06911516934633255,
     "m": 1.0
    },
    {
     "p": 0.057089805603027344,
     "m": 1.0
    },
    {
     "p": 0.06534163653850555,
     "m": 1.0
    },
    {
     "p": 0.07928577065467834,
     "m": 1.0
    },
    {
     "p": 0.08315084874629974,
     "m": 1.0
    },
    {
     "p": 0.08341417461633682,
     "m": 1.0
    },
    {
     "p": 0.07302176207304001,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.4186804294586182,
   "val_loss": 0.8849911689758301,
   "acc": 66.83,
   "time": 148.5790180430049,
   "param": [
    {
     "p": 0.09450680762529373,
     "m": 1.0
    },
    {
     "p": 0.06975547224283218,
     "m": 1.0
    },
    {
     "p": 0.07280311733484268,
     "m": 1.0
    },
    {
     "p": 0.041531793773174286,
     "m": 1.0
    },
    {
     "p": 0.04410364851355553,
     "m": 1.0
    },
    {
     "p": 0.07008273899555206,
     "m": 1.0
    },
    {
     "p": 0.052918996661901474,
     "m": 1.0
    },
    {
     "p": 0.08542638272047043,
     "m": 1.0
    },
    {
     "p": 0.09404128044843674,
     "m": 1.0
    },
    {
     "p": 0.0798744261264801,
     "m": 1.0
    },
    {
     "p": 0.0747513622045517,
     "m": 1.0
    },
    {
     "p": 0.08161003887653351,
     "m": 1.0
    },
    {
     "p": 0.08262811601161957,
     "m": 1.0
    },
    {
     "p": 0.05596586689352989,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.3283605575561523,
   "val_loss": 0.9001555442810059,
   "acc": 68.23,
   "time": 135.38878575805575,
   "param": [
    {
     "p": 0.09693308174610138,
     "m": 1.0
    },
    {
     "p": 0.07319767028093338,
     "m": 1.0
    },
    {
     "p": 0.0888606384396553,
     "m": 1.0
    },
    {
     "p": 0.02610730566084385,
     "m": 1.0
    },
    {
     "p": 0.042202144861221313,
     "m": 1.0
    },
    {
     "p": 0.06740976125001907,
     "m": 1.0
    },
    {
     "p": 0.05236128717660904,
     "m": 1.0
    },
    {
     "p": 0.08563012629747391,
     "m": 1.0
    },
    {
     "p": 0.0736401155591011,
     "m": 1.0
    },
    {
     "p": 0.07573287189006805,
     "m": 1.0
    },
    {
     "p": 0.09310345351696014,
     "m": 1.0
    },
    {
     "p": 0.06468858569860458,
     "m": 1.0
    },
    {
     "p": 0.10731503367424011,
     "m": 1.0
    },
    {
     "p": 0.05281796678900719,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.3313534259796143,
   "val_loss": 0.8715478777885437,
   "acc": 68.5,
   "time": 130.90247665299103,
   "param": [
    {
     "p": 0.08854326605796814,
     "m": 1.0
    },
    {
     "p": 0.06543679535388947,
     "m": 1.0
    },
    {
     "p": 0.06689342111349106,
     "m": 1.0
    },
    {
     "p": 0.05552295222878456,
     "m": 1.0
    },
    {
     "p": 0.05440199375152588,
     "m": 1.0
    },
    {
     "p": 0.06654997169971466,
     "m": 1.0
    },
    {
     "p": 0.06614585965871811,
     "m": 1.0
    },
    {
     "p": 0.061820920556783676,
     "m": 1.0
    },
    {
     "p": 0.07468866556882858,
     "m": 1.0
    },
    {
     "p": 0.07236023992300034,
     "m": 1.0
    },
    {
     "p": 0.08310335874557495,
     "m": 1.0
    },
    {
     "p": 0.09017939865589142,
     "m": 1.0
    },
    {
     "p": 0.08451035618782043,
     "m": 1.0
    },
    {
     "p": 0.06984288990497589,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.22831392288208,
   "val_loss": 0.9477105736732483,
   "acc": 67.83,
   "time": 135.81580640701577,
   "param": [
    {
     "p": 0.10946636646986008,
     "m": 1.0
    },
    {
     "p": 0.06997983157634735,
     "m": 1.0
    },
    {
     "p": 0.05686502903699875,
     "m": 1.0
    },
    {
     "p": 0.04860827699303627,
     "m": 1.0
    },
    {
     "p": 0.06495033204555511,
     "m": 1.0
    },
    {
     "p": 0.0445379912853241,
     "m": 1.0
    },
    {
     "p": 0.051139336079359055,
     "m": 1.0
    },
    {
     "p": 0.07518800348043442,
     "m": 1.0
    },
    {
     "p": 0.08276204764842987,
     "m": 1.0
    },
    {
     "p": 0.09142857044935226,
     "m": 1.0
    },
    {
     "p": 0.08788910508155823,
     "m": 1.0
    },
    {
     "p": 0.06918682157993317,
     "m": 1.0
    },
    {
     "p": 0.09783179312944412,
     "m": 1.0
    },
    {
     "p": 0.05016649514436722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.3419930934906006,
   "val_loss": 0.9128690361976624,
   "acc": 68.24,
   "time": 134.12922358396463,
   "param": [
    {
     "p": 0.0808374360203743,
     "m": 1.0
    },
    {
     "p": 0.08777398616075516,
     "m": 1.0
    },
    {
     "p": 0.0833006277680397,
     "m": 1.0
    },
    {
     "p": 0.05572773143649101,
     "m": 1.0
    },
    {
     "p": 0.0676310583949089,
     "m": 1.0
    },
    {
     "p": 0.06669913232326508,
     "m": 1.0
    },
    {
     "p": 0.07795436680316925,
     "m": 1.0
    },
    {
     "p": 0.06513912975788116,
     "m": 1.0
    },
    {
     "p": 0.06439898163080215,
     "m": 1.0
    },
    {
     "p": 0.06638047099113464,
     "m": 1.0
    },
    {
     "p": 0.06542555242776871,
     "m": 1.0
    },
    {
     "p": 0.06328466534614563,
     "m": 1.0
    },
    {
     "p": 0.0816701352596283,
     "m": 1.0
    },
    {
     "p": 0.07377684861421585,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.2636950016021729,
   "val_loss": 0.9489063620567322,
   "acc": 68.34,
   "time": 140.4417388170259,
   "param": [
    {
     "p": 0.0871729776263237,
     "m": 1.0
    },
    {
     "p": 0.06333279609680176,
     "m": 1.0
    },
    {
     "p": 0.085634745657444,
     "m": 1.0
    },
    {
     "p": 0.04329356178641319,
     "m": 1.0
    },
    {
     "p": 0.07096097618341446,
     "m": 1.0
    },
    {
     "p": 0.08527284115552902,
     "m": 1.0
    },
    {
     "p": 0.06777786463499069,
     "m": 1.0
    },
    {
     "p": 0.059282369911670685,
     "m": 1.0
    },
    {
     "p": 0.06499799340963364,
     "m": 1.0
    },
    {
     "p": 0.07202622294425964,
     "m": 1.0
    },
    {
     "p": 0.0735086053609848,
     "m": 1.0
    },
    {
     "p": 0.06935513764619827,
     "m": 1.0
    },
    {
     "p": 0.08647758513689041,
     "m": 1.0
    },
    {
     "p": 0.07090632617473602,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.5394940376281738,
   "val_loss": 0.806057333946228,
   "acc": 68.83,
   "time": 135.2830614800332,
   "param": [
    {
     "p": 0.08599807322025299,
     "m": 1.0
    },
    {
     "p": 0.0548257902264595,
     "m": 1.0
    },
    {
     "p": 0.0858008861541748,
     "m": 1.0
    },
    {
     "p": 0.006822193041443825,
     "m": 1.0
    },
    {
     "p": 0.030822770670056343,
     "m": 1.0
    },
    {
     "p": 0.05340886861085892,
     "m": 1.0
    },
    {
     "p": 0.06294054538011551,
     "m": 1.0
    },
    {
     "p": 0.07639696449041367,
     "m": 1.0
    },
    {
     "p": 0.08741559088230133,
     "m": 1.0
    },
    {
     "p": 0.09719675779342651,
     "m": 1.0
    },
    {
     "p": 0.0821090042591095,
     "m": 1.0
    },
    {
     "p": 0.09179554879665375,
     "m": 1.0
    },
    {
     "p": 0.100164495408535,
     "m": 1.0
    },
    {
     "p": 0.08430252224206924,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.3191992044448853,
   "val_loss": 0.802291750907898,
   "acc": 68.88,
   "time": 129.47957088903058,
   "param": [
    {
     "p": 0.10151831805706024,
     "m": 1.0
    },
    {
     "p": 0.04415871948003769,
     "m": 1.0
    },
    {
     "p": 0.07698538899421692,
     "m": 1.0
    },
    {
     "p": 0.03388933837413788,
     "m": 1.0
    },
    {
     "p": 0.0488358773291111,
     "m": 1.0
    },
    {
     "p": 0.06387071311473846,
     "m": 1.0
    },
    {
     "p": 0.06517008692026138,
     "m": 1.0
    },
    {
     "p": 0.07040116935968399,
     "m": 1.0
    },
    {
     "p": 0.05834783613681793,
     "m": 1.0
    },
    {
     "p": 0.07691173255443573,
     "m": 1.0
    },
    {
     "p": 0.08915290981531143,
     "m": 1.0
    },
    {
     "p": 0.08015406876802444,
     "m": 1.0
    },
    {
     "p": 0.10785750299692154,
     "m": 1.0
    },
    {
     "p": 0.08274628967046738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.0775516033172607,
   "val_loss": 0.822746753692627,
   "acc": 69.13,
   "time": 128.06487525999546,
   "param": [
    {
     "p": 0.09021582454442978,
     "m": 1.0
    },
    {
     "p": 0.05271153897047043,
     "m": 1.0
    },
    {
     "p": 0.073980413377285,
     "m": 1.0
    },
    {
     "p": 0.04104829952120781,
     "m": 1.0
    },
    {
     "p": 0.058508891612291336,
     "m": 1.0
    },
    {
     "p": 0.06864829361438751,
     "m": 1.0
    },
    {
     "p": 0.07488328218460083,
     "m": 1.0
    },
    {
     "p": 0.08746636658906937,
     "m": 1.0
    },
    {
     "p": 0.06246812641620636,
     "m": 1.0
    },
    {
     "p": 0.07664463669061661,
     "m": 1.0
    },
    {
     "p": 0.07260975986719131,
     "m": 1.0
    },
    {
     "p": 0.09204249083995819,
     "m": 1.0
    },
    {
     "p": 0.06609950214624405,
     "m": 1.0
    },
    {
     "p": 0.08267265558242798,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.3305126428604126,
   "val_loss": 0.8992757201194763,
   "acc": 68.39,
   "time": 141.90395141905174,
   "param": [
    {
     "p": 0.07502877712249756,
     "m": 1.0
    },
    {
     "p": 0.062017884105443954,
     "m": 1.0
    },
    {
     "p": 0.07237566262483597,
     "m": 1.0
    },
    {
     "p": 0.07112478464841843,
     "m": 1.0
    },
    {
     "p": 0.06248735636472702,
     "m": 1.0
    },
    {
     "p": 0.07198373228311539,
     "m": 1.0
    },
    {
     "p": 0.046276673674583435,
     "m": 1.0
    },
    {
     "p": 0.07167437672615051,
     "m": 1.0
    },
    {
     "p": 0.06972848623991013,
     "m": 1.0
    },
    {
     "p": 0.09584297984838486,
     "m": 1.0
    },
    {
     "p": 0.07026699930429459,
     "m": 1.0
    },
    {
     "p": 0.08075325191020966,
     "m": 1.0
    },
    {
     "p": 0.07602182030677795,
     "m": 1.0
    },
    {
     "p": 0.07441718876361847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.220106601715088,
   "val_loss": 0.9615635275840759,
   "acc": 69.57,
   "time": 149.73785161599517,
   "param": [
    {
     "p": 0.09376304596662521,
     "m": 1.0
    },
    {
     "p": 0.06071542575955391,
     "m": 1.0
    },
    {
     "p": 0.07601482421159744,
     "m": 1.0
    },
    {
     "p": 0.05749235674738884,
     "m": 1.0
    },
    {
     "p": 0.06916610896587372,
     "m": 1.0
    },
    {
     "p": 0.07353401184082031,
     "m": 1.0
    },
    {
     "p": 0.07126116007566452,
     "m": 1.0
    },
    {
     "p": 0.0667404904961586,
     "m": 1.0
    },
    {
     "p": 0.06498511880636215,
     "m": 1.0
    },
    {
     "p": 0.08260758966207504,
     "m": 1.0
    },
    {
     "p": 0.06537133455276489,
     "m": 1.0
    },
    {
     "p": 0.06647045165300369,
     "m": 1.0
    },
    {
     "p": 0.08801297843456268,
     "m": 1.0
    },
    {
     "p": 0.06386513262987137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.3281655311584473,
   "val_loss": 0.8271897435188293,
   "acc": 69.11,
   "time": 131.53667017398402,
   "param": [
    {
     "p": 0.09525986760854721,
     "m": 1.0
    },
    {
     "p": 0.07462594658136368,
     "m": 1.0
    },
    {
     "p": 0.0651065930724144,
     "m": 1.0
    },
    {
     "p": 0.05517610162496567,
     "m": 1.0
    },
    {
     "p": 0.06959453225135803,
     "m": 1.0
    },
    {
     "p": 0.06017330288887024,
     "m": 1.0
    },
    {
     "p": 0.06905064731836319,
     "m": 1.0
    },
    {
     "p": 0.06366454064846039,
     "m": 1.0
    },
    {
     "p": 0.06264913827180862,
     "m": 1.0
    },
    {
     "p": 0.09022700786590576,
     "m": 1.0
    },
    {
     "p": 0.0707380399107933,
     "m": 1.0
    },
    {
     "p": 0.0844232439994812,
     "m": 1.0
    },
    {
     "p": 0.06656432151794434,
     "m": 1.0
    },
    {
     "p": 0.07274681329727173,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.3698666095733643,
   "val_loss": 0.927827775478363,
   "acc": 67.95,
   "time": 146.9477043300867,
   "param": [
    {
     "p": 0.09101643413305283,
     "m": 1.0
    },
    {
     "p": 0.03543410822749138,
     "m": 1.0
    },
    {
     "p": 0.0875687226653099,
     "m": 1.0
    },
    {
     "p": 0.04420996457338333,
     "m": 1.0
    },
    {
     "p": 0.03828084468841553,
     "m": 1.0
    },
    {
     "p": 0.06681355834007263,
     "m": 1.0
    },
    {
     "p": 0.0579303540289402,
     "m": 1.0
    },
    {
     "p": 0.083269402384758,
     "m": 1.0
    },
    {
     "p": 0.10633458942174911,
     "m": 1.0
    },
    {
     "p": 0.07103012502193451,
     "m": 1.0
    },
    {
     "p": 0.05429189279675484,
     "m": 1.0
    },
    {
     "p": 0.09694904834032059,
     "m": 1.0
    },
    {
     "p": 0.08876215666532516,
     "m": 1.0
    },
    {
     "p": 0.07810886204242706,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.0613949298858643,
   "val_loss": 0.8263601064682007,
   "acc": 69.07,
   "time": 136.76480218803044,
   "param": [
    {
     "p": 0.07524926215410233,
     "m": 1.0
    },
    {
     "p": 0.05935056507587433,
     "m": 1.0
    },
    {
     "p": 0.08037119358778,
     "m": 1.0
    },
    {
     "p": 0.052262622863054276,
     "m": 1.0
    },
    {
     "p": 0.05932185798883438,
     "m": 1.0
    },
    {
     "p": 0.05095865949988365,
     "m": 1.0
    },
    {
     "p": 0.0604485422372818,
     "m": 1.0
    },
    {
     "p": 0.08332893252372742,
     "m": 1.0
    },
    {
     "p": 0.061516132205724716,
     "m": 1.0
    },
    {
     "p": 0.0755990743637085,
     "m": 1.0
    },
    {
     "p": 0.08359017223119736,
     "m": 1.0
    },
    {
     "p": 0.0940767377614975,
     "m": 1.0
    },
    {
     "p": 0.09855354577302933,
     "m": 1.0
    },
    {
     "p": 0.06537263095378876,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.2300463914871216,
   "val_loss": 0.8833567500114441,
   "acc": 69.06,
   "time": 140.82300534192473,
   "param": [
    {
     "p": 0.06632601469755173,
     "m": 1.0
    },
    {
     "p": 0.07424835860729218,
     "m": 1.0
    },
    {
     "p": 0.08573119342327118,
     "m": 1.0
    },
    {
     "p": 0.06073567643761635,
     "m": 1.0
    },
    {
     "p": 0.06693191826343536,
     "m": 1.0
    },
    {
     "p": 0.07182721793651581,
     "m": 1.0
    },
    {
     "p": 0.0823650136590004,
     "m": 1.0
    },
    {
     "p": 0.0570504292845726,
     "m": 1.0
    },
    {
     "p": 0.06980840116739273,
     "m": 1.0
    },
    {
     "p": 0.0759756788611412,
     "m": 1.0
    },
    {
     "p": 0.07984375953674316,
     "m": 1.0
    },
    {
     "p": 0.07375496625900269,
     "m": 1.0
    },
    {
     "p": 0.07207069545984268,
     "m": 1.0
    },
    {
     "p": 0.06333062052726746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.4537996053695679,
   "val_loss": 0.8582298755645752,
   "acc": 69.44,
   "time": 146.6811215619091,
   "param": [
    {
     "p": 0.0768876001238823,
     "m": 1.0
    },
    {
     "p": 0.06351996213197708,
     "m": 1.0
    },
    {
     "p": 0.07609099894762039,
     "m": 1.0
    },
    {
     "p": 0.03937400504946709,
     "m": 1.0
    },
    {
     "p": 0.05295072868466377,
     "m": 1.0
    },
    {
     "p": 0.07216861099004745,
     "m": 1.0
    },
    {
     "p": 0.0646025687456131,
     "m": 1.0
    },
    {
     "p": 0.08848170936107635,
     "m": 1.0
    },
    {
     "p": 0.06616563349962234,
     "m": 1.0
    },
    {
     "p": 0.07839793711900711,
     "m": 1.0
    },
    {
     "p": 0.07955467700958252,
     "m": 1.0
    },
    {
     "p": 0.10052073746919632,
     "m": 1.0
    },
    {
     "p": 0.08472792059183121,
     "m": 1.0
    },
    {
     "p": 0.056556813418865204,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.445788860321045,
   "val_loss": 0.8390144109725952,
   "acc": 69.68,
   "time": 128.08061111799907,
   "param": [
    {
     "p": 0.09059271216392517,
     "m": 1.0
    },
    {
     "p": 0.06476324051618576,
     "m": 1.0
    },
    {
     "p": 0.08711503446102142,
     "m": 1.0
    },
    {
     "p": 0.05531035363674164,
     "m": 1.0
    },
    {
     "p": 0.05617689713835716,
     "m": 1.0
    },
    {
     "p": 0.06978116929531097,
     "m": 1.0
    },
    {
     "p": 0.06955605000257492,
     "m": 1.0
    },
    {
     "p": 0.0753408819437027,
     "m": 1.0
    },
    {
     "p": 0.0680016502737999,
     "m": 1.0
    },
    {
     "p": 0.06782630831003189,
     "m": 1.0
    },
    {
     "p": 0.07407773286104202,
     "m": 1.0
    },
    {
     "p": 0.07369223237037659,
     "m": 1.0
    },
    {
     "p": 0.08519729226827621,
     "m": 1.0
    },
    {
     "p": 0.06256840378046036,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.299633502960205,
   "val_loss": 0.8599057197570801,
   "acc": 69.48,
   "time": 145.18680563301314,
   "param": [
    {
     "p": 0.09084659069776535,
     "m": 1.0
    },
    {
     "p": 0.05152648687362671,
     "m": 1.0
    },
    {
     "p": 0.07954329997301102,
     "m": 1.0
    },
    {
     "p": 0.05736088752746582,
     "m": 1.0
    },
    {
     "p": 0.049926724284887314,
     "m": 1.0
    },
    {
     "p": 0.05173090100288391,
     "m": 1.0
    },
    {
     "p": 0.061612363904714584,
     "m": 1.0
    },
    {
     "p": 0.0931791141629219,
     "m": 1.0
    },
    {
     "p": 0.06988831609487534,
     "m": 1.0
    },
    {
     "p": 0.07606980204582214,
     "m": 1.0
    },
    {
     "p": 0.08610567450523376,
     "m": 1.0
    },
    {
     "p": 0.0716409683227539,
     "m": 1.0
    },
    {
     "p": 0.10004156827926636,
     "m": 1.0
    },
    {
     "p": 0.060527365654706955,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.2556002140045166,
   "val_loss": 0.8885881304740906,
   "acc": 68.28,
   "time": 129.00905920297373,
   "param": [
    {
     "p": 0.07923492044210434,
     "m": 1.0
    },
    {
     "p": 0.06924539059400558,
     "m": 1.0
    },
    {
     "p": 0.0784793570637703,
     "m": 1.0
    },
    {
     "p": 0.07236775755882263,
     "m": 1.0
    },
    {
     "p": 0.059933070093393326,
     "m": 1.0
    },
    {
     "p": 0.073311448097229,
     "m": 1.0
    },
    {
     "p": 0.08202125132083893,
     "m": 1.0
    },
    {
     "p": 0.05306589975953102,
     "m": 1.0
    },
    {
     "p": 0.06286926567554474,
     "m": 1.0
    },
    {
     "p": 0.0766085535287857,
     "m": 1.0
    },
    {
     "p": 0.06306680291891098,
     "m": 1.0
    },
    {
     "p": 0.09312163293361664,
     "m": 1.0
    },
    {
     "p": 0.07401914894580841,
     "m": 1.0
    },
    {
     "p": 0.06265553832054138,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.2462409734725952,
   "val_loss": 0.897097647190094,
   "acc": 69.71,
   "time": 128.9616573090898,
   "param": [
    {
     "p": 0.09615577012300491,
     "m": 1.0
    },
    {
     "p": 0.06770595163106918,
     "m": 1.0
    },
    {
     "p": 0.06920740753412247,
     "m": 1.0
    },
    {
     "p": 0.048906225711107254,
     "m": 1.0
    },
    {
     "p": 0.06017334386706352,
     "m": 1.0
    },
    {
     "p": 0.0828738883137703,
     "m": 1.0
    },
    {
     "p": 0.06924065947532654,
     "m": 1.0
    },
    {
     "p": 0.04813418164849281,
     "m": 1.0
    },
    {
     "p": 0.06247146427631378,
     "m": 1.0
    },
    {
     "p": 0.07606987655162811,
     "m": 1.0
    },
    {
     "p": 0.08124177157878876,
     "m": 1.0
    },
    {
     "p": 0.08068214356899261,
     "m": 1.0
    },
    {
     "p": 0.07854826748371124,
     "m": 1.0
    },
    {
     "p": 0.07858909666538239,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.1048516035079956,
   "val_loss": 0.7679409384727478,
   "acc": 69.43,
   "time": 143.54945307201706,
   "param": [
    {
     "p": 0.07992551475763321,
     "m": 1.0
    },
    {
     "p": 0.06509392708539963,
     "m": 1.0
    },
    {
     "p": 0.07732028514146805,
     "m": 1.0
    },
    {
     "p": 0.0685092955827713,
     "m": 1.0
    },
    {
     "p": 0.07012347877025604,
     "m": 1.0
    },
    {
     "p": 0.06695644557476044,
     "m": 1.0
    },
    {
     "p": 0.06893352419137955,
     "m": 1.0
    },
    {
     "p": 0.061974260956048965,
     "m": 1.0
    },
    {
     "p": 0.07059942185878754,
     "m": 1.0
    },
    {
     "p": 0.06313517689704895,
     "m": 1.0
    },
    {
     "p": 0.08051459491252899,
     "m": 1.0
    },
    {
     "p": 0.06485201418399811,
     "m": 1.0
    },
    {
     "p": 0.09093528240919113,
     "m": 1.0
    },
    {
     "p": 0.07112687826156616,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.2324607372283936,
   "val_loss": 0.8606300950050354,
   "acc": 69.09,
   "time": 144.94973617605865,
   "param": [
    {
     "p": 0.06870032846927643,
     "m": 1.0
    },
    {
     "p": 0.06682301312685013,
     "m": 1.0
    },
    {
     "p": 0.07816128432750702,
     "m": 1.0
    },
    {
     "p": 0.07276743650436401,
     "m": 1.0
    },
    {
     "p": 0.05834810063242912,
     "m": 1.0
    },
    {
     "p": 0.06952715665102005,
     "m": 1.0
    },
    {
     "p": 0.10095041245222092,
     "m": 1.0
    },
    {
     "p": 0.0787733644247055,
     "m": 1.0
    },
    {
     "p": 0.08217882364988327,
     "m": 1.0
    },
    {
     "p": 0.05605829507112503,
     "m": 1.0
    },
    {
     "p": 0.08649003505706787,
     "m": 1.0
    },
    {
     "p": 0.06315004825592041,
     "m": 1.0
    },
    {
     "p": 0.06448415666818619,
     "m": 1.0
    },
    {
     "p": 0.05358750373125076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.5299160480499268,
   "val_loss": 0.8995266556739807,
   "acc": 70.68,
   "time": 133.16111254598945,
   "param": [
    {
     "p": 0.06782380491495132,
     "m": 1.0
    },
    {
     "p": 0.06376881152391434,
     "m": 1.0
    },
    {
     "p": 0.0718192383646965,
     "m": 1.0
    },
    {
     "p": 0.06026380509138107,
     "m": 1.0
    },
    {
     "p": 0.08600209653377533,
     "m": 1.0
    },
    {
     "p": 0.0669773742556572,
     "m": 1.0
    },
    {
     "p": 0.06618566066026688,
     "m": 1.0
    },
    {
     "p": 0.08906105905771255,
     "m": 1.0
    },
    {
     "p": 0.06406647711992264,
     "m": 1.0
    },
    {
     "p": 0.08567170798778534,
     "m": 1.0
    },
    {
     "p": 0.08074608445167542,
     "m": 1.0
    },
    {
     "p": 0.07731911540031433,
     "m": 1.0
    },
    {
     "p": 0.06203959882259369,
     "m": 1.0
    },
    {
     "p": 0.05825513228774071,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.412697672843933,
   "val_loss": 0.9005486965179443,
   "acc": 68.67,
   "time": 136.65700167999603,
   "param": [
    {
     "p": 0.08952517062425613,
     "m": 1.0
    },
    {
     "p": 0.0581989623606205,
     "m": 1.0
    },
    {
     "p": 0.06779435276985168,
     "m": 1.0
    },
    {
     "p": 0.04546083137392998,
     "m": 1.0
    },
    {
     "p": 0.05411115288734436,
     "m": 1.0
    },
    {
     "p": 0.09751272201538086,
     "m": 1.0
    },
    {
     "p": 0.07105705142021179,
     "m": 1.0
    },
    {
     "p": 0.07120106369256973,
     "m": 1.0
    },
    {
     "p": 0.07087955623865128,
     "m": 1.0
    },
    {
     "p": 0.10383781790733337,
     "m": 1.0
    },
    {
     "p": 0.061160456389188766,
     "m": 1.0
    },
    {
     "p": 0.06841649860143661,
     "m": 1.0
    },
    {
     "p": 0.10067557543516159,
     "m": 1.0
    },
    {
     "p": 0.040168799459934235,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.1682453155517578,
   "val_loss": 0.8365916609764099,
   "acc": 69.47,
   "time": 135.2698022420518,
   "param": [
    {
     "p": 0.09564513713121414,
     "m": 1.0
    },
    {
     "p": 0.053675778210163116,
     "m": 1.0
    },
    {
     "p": 0.08602861315011978,
     "m": 1.0
    },
    {
     "p": 0.03301026672124863,
     "m": 1.0
    },
    {
     "p": 0.05105070769786835,
     "m": 1.0
    },
    {
     "p": 0.06111220642924309,
     "m": 1.0
    },
    {
     "p": 0.08991153538227081,
     "m": 1.0
    },
    {
     "p": 0.06141762435436249,
     "m": 1.0
    },
    {
     "p": 0.08413083106279373,
     "m": 1.0
    },
    {
     "p": 0.07551106065511703,
     "m": 1.0
    },
    {
     "p": 0.07866863161325455,
     "m": 1.0
    },
    {
     "p": 0.07347026467323303,
     "m": 1.0
    },
    {
     "p": 0.08194085210561752,
     "m": 1.0
    },
    {
     "p": 0.07442652434110641,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.2341407537460327,
   "val_loss": 0.8125864267349243,
   "acc": 70.28,
   "time": 137.3382195130689,
   "param": [
    {
     "p": 0.10341572761535645,
     "m": 1.0
    },
    {
     "p": 0.058638811111450195,
     "m": 1.0
    },
    {
     "p": 0.064921073615551,
     "m": 1.0
    },
    {
     "p": 0.02119784615933895,
     "m": 1.0
    },
    {
     "p": 0.050220388919115067,
     "m": 1.0
    },
    {
     "p": 0.07312935590744019,
     "m": 1.0
    },
    {
     "p": 0.09870832413434982,
     "m": 1.0
    },
    {
     "p": 0.04411083459854126,
     "m": 1.0
    },
    {
     "p": 0.060569312423467636,
     "m": 1.0
    },
    {
     "p": 0.10545158386230469,
     "m": 1.0
    },
    {
     "p": 0.06485974043607712,
     "m": 1.0
    },
    {
     "p": 0.09075383841991425,
     "m": 1.0
    },
    {
     "p": 0.07050430774688721,
     "m": 1.0
    },
    {
     "p": 0.09351886063814163,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.2724268436431885,
   "val_loss": 0.8564244508743286,
   "acc": 68.74,
   "time": 146.58816199295688,
   "param": [
    {
     "p": 0.0862543061375618,
     "m": 1.0
    },
    {
     "p": 0.0659019723534584,
     "m": 1.0
    },
    {
     "p": 0.09886462986469269,
     "m": 1.0
    },
    {
     "p": 0.0348496288061142,
     "m": 1.0
    },
    {
     "p": 0.05821254476904869,
     "m": 1.0
    },
    {
     "p": 0.07428406178951263,
     "m": 1.0
    },
    {
     "p": 0.07754811644554138,
     "m": 1.0
    },
    {
     "p": 0.04899747297167778,
     "m": 1.0
    },
    {
     "p": 0.08035463839769363,
     "m": 1.0
    },
    {
     "p": 0.08646640926599503,
     "m": 1.0
    },
    {
     "p": 0.08749385178089142,
     "m": 1.0
    },
    {
     "p": 0.060680508613586426,
     "m": 1.0
    },
    {
     "p": 0.07226326316595078,
     "m": 1.0
    },
    {
     "p": 0.06782863289117813,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.3270424604415894,
   "val_loss": 0.9154223799705505,
   "acc": 70.2,
   "time": 134.83398364996538,
   "param": [
    {
     "p": 0.10632314532995224,
     "m": 1.0
    },
    {
     "p": 0.07986322045326233,
     "m": 1.0
    },
    {
     "p": 0.07016044855117798,
     "m": 1.0
    },
    {
     "p": 0.03340216726064682,
     "m": 1.0
    },
    {
     "p": 0.06981927156448364,
     "m": 1.0
    },
    {
     "p": 0.08019601553678513,
     "m": 1.0
    },
    {
     "p": 0.06403135508298874,
     "m": 1.0
    },
    {
     "p": 0.06211347132921219,
     "m": 1.0
    },
    {
     "p": 0.04607981815934181,
     "m": 1.0
    },
    {
     "p": 0.06780542433261871,
     "m": 1.0
    },
    {
     "p": 0.07819097489118576,
     "m": 1.0
    },
    {
     "p": 0.07933347672224045,
     "m": 1.0
    },
    {
     "p": 0.08529724180698395,
     "m": 1.0
    },
    {
     "p": 0.07738400995731354,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.4476286172866821,
   "val_loss": 0.8948431611061096,
   "acc": 69.29,
   "time": 144.45569269102998,
   "param": [
    {
     "p": 0.06801486015319824,
     "m": 1.0
    },
    {
     "p": 0.06008434668183327,
     "m": 1.0
    },
    {
     "p": 0.07357388734817505,
     "m": 1.0
    },
    {
     "p": 0.04378087446093559,
     "m": 1.0
    },
    {
     "p": 0.0765358954668045,
     "m": 1.0
    },
    {
     "p": 0.06846562027931213,
     "m": 1.0
    },
    {
     "p": 0.07604780048131943,
     "m": 1.0
    },
    {
     "p": 0.062253061681985855,
     "m": 1.0
    },
    {
     "p": 0.08671163767576218,
     "m": 1.0
    },
    {
     "p": 0.080046646296978,
     "m": 1.0
    },
    {
     "p": 0.06537071615457535,
     "m": 1.0
    },
    {
     "p": 0.07203884422779083,
     "m": 1.0
    },
    {
     "p": 0.07470852881669998,
     "m": 1.0
    },
    {
     "p": 0.09236728399991989,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.2401282787322998,
   "val_loss": 0.8728223443031311,
   "acc": 69.46,
   "time": 127.31921356194653,
   "param": [
    {
     "p": 0.06974422931671143,
     "m": 1.0
    },
    {
     "p": 0.0861646831035614,
     "m": 1.0
    },
    {
     "p": 0.07918868958950043,
     "m": 1.0
    },
    {
     "p": 0.04770004004240036,
     "m": 1.0
    },
    {
     "p": 0.0565982423722744,
     "m": 1.0
    },
    {
     "p": 0.06787612289190292,
     "m": 1.0
    },
    {
     "p": 0.06432495266199112,
     "m": 1.0
    },
    {
     "p": 0.07740148156881332,
     "m": 1.0
    },
    {
     "p": 0.10141228884458542,
     "m": 1.0
    },
    {
     "p": 0.06520842760801315,
     "m": 1.0
    },
    {
     "p": 0.05098535493016243,
     "m": 1.0
    },
    {
     "p": 0.09107621014118195,
     "m": 1.0
    },
    {
     "p": 0.0891747698187828,
     "m": 1.0
    },
    {
     "p": 0.05314448103308678,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.341723918914795,
   "val_loss": 0.8674498200416565,
   "acc": 69.69,
   "time": 128.99793913704343,
   "param": [
    {
     "p": 0.07174357026815414,
     "m": 1.0
    },
    {
     "p": 0.058563172817230225,
     "m": 1.0
    },
    {
     "p": 0.07475470751523972,
     "m": 1.0
    },
    {
     "p": 0.07181648164987564,
     "m": 1.0
    },
    {
     "p": 0.06448011845350266,
     "m": 1.0
    },
    {
     "p": 0.06308634579181671,
     "m": 1.0
    },
    {
     "p": 0.07673812657594681,
     "m": 1.0
    },
    {
     "p": 0.05274965241551399,
     "m": 1.0
    },
    {
     "p": 0.0760880708694458,
     "m": 1.0
    },
    {
     "p": 0.07504231482744217,
     "m": 1.0
    },
    {
     "p": 0.07911255955696106,
     "m": 1.0
    },
    {
     "p": 0.07646181434392929,
     "m": 1.0
    },
    {
     "p": 0.09476003795862198,
     "m": 1.0
    },
    {
     "p": 0.06460301578044891,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.23416006565094,
   "val_loss": 0.9177542328834534,
   "acc": 69.23,
   "time": 126.97052828106098,
   "param": [
    {
     "p": 0.08497612178325653,
     "m": 1.0
    },
    {
     "p": 0.07315695285797119,
     "m": 1.0
    },
    {
     "p": 0.07072360813617706,
     "m": 1.0
    },
    {
     "p": 0.06606647372245789,
     "m": 1.0
    },
    {
     "p": 0.061313290148973465,
     "m": 1.0
    },
    {
     "p": 0.0629376694560051,
     "m": 1.0
    },
    {
     "p": 0.06938216090202332,
     "m": 1.0
    },
    {
     "p": 0.06424485146999359,
     "m": 1.0
    },
    {
     "p": 0.07904421538114548,
     "m": 1.0
    },
    {
     "p": 0.08082540333271027,
     "m": 1.0
    },
    {
     "p": 0.08296608924865723,
     "m": 1.0
    },
    {
     "p": 0.04815145954489708,
     "m": 1.0
    },
    {
     "p": 0.08769655227661133,
     "m": 1.0
    },
    {
     "p": 0.06851513683795929,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.3402618169784546,
   "val_loss": 0.7292473316192627,
   "acc": 70.7,
   "time": 126.97277189302258,
   "param": [
    {
     "p": 0.09842344373464584,
     "m": 1.0
    },
    {
     "p": 0.07230668514966965,
     "m": 1.0
    },
    {
     "p": 0.09107889980077744,
     "m": 1.0
    },
    {
     "p": 0.03746214881539345,
     "m": 1.0
    },
    {
     "p": 0.06548549979925156,
     "m": 1.0
    },
    {
     "p": 0.042620863765478134,
     "m": 1.0
    },
    {
     "p": 0.07416603714227676,
     "m": 1.0
    },
    {
     "p": 0.07766769826412201,
     "m": 1.0
    },
    {
     "p": 0.07562153786420822,
     "m": 1.0
    },
    {
     "p": 0.08094341307878494,
     "m": 1.0
    },
    {
     "p": 0.07400915026664734,
     "m": 1.0
    },
    {
     "p": 0.07816161960363388,
     "m": 1.0
    },
    {
     "p": 0.07317376881837845,
     "m": 1.0
    },
    {
     "p": 0.05887920781970024,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.3017319440841675,
   "val_loss": 0.7870428562164307,
   "acc": 67.9,
   "time": 127.38604999892414,
   "param": [
    {
     "p": 0.06602790951728821,
     "m": 1.0
    },
    {
     "p": 0.0650247111916542,
     "m": 1.0
    },
    {
     "p": 0.09122546762228012,
     "m": 1.0
    },
    {
     "p": 0.05249234661459923,
     "m": 1.0
    },
    {
     "p": 0.05710350722074509,
     "m": 1.0
    },
    {
     "p": 0.05384502559900284,
     "m": 1.0
    },
    {
     "p": 0.0776069164276123,
     "m": 1.0
    },
    {
     "p": 0.06683223694562912,
     "m": 1.0
    },
    {
     "p": 0.06645553559064865,
     "m": 1.0
    },
    {
     "p": 0.08243916928768158,
     "m": 1.0
    },
    {
     "p": 0.07394367456436157,
     "m": 1.0
    },
    {
     "p": 0.08211782574653625,
     "m": 1.0
    },
    {
     "p": 0.08936018496751785,
     "m": 1.0
    },
    {
     "p": 0.07552549242973328,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.3734294176101685,
   "val_loss": 0.7199833393096924,
   "acc": 71.24,
   "time": 148.05111940403003,
   "param": [
    {
     "p": 0.07185155898332596,
     "m": 1.0
    },
    {
     "p": 0.06554853171110153,
     "m": 1.0
    },
    {
     "p": 0.06574380397796631,
     "m": 1.0
    },
    {
     "p": 0.07100377231836319,
     "m": 1.0
    },
    {
     "p": 0.0678180605173111,
     "m": 1.0
    },
    {
     "p": 0.08705794811248779,
     "m": 1.0
    },
    {
     "p": 0.07852001488208771,
     "m": 1.0
    },
    {
     "p": 0.06322437524795532,
     "m": 1.0
    },
    {
     "p": 0.07972060889005661,
     "m": 1.0
    },
    {
     "p": 0.07225507497787476,
     "m": 1.0
    },
    {
     "p": 0.054973337799310684,
     "m": 1.0
    },
    {
     "p": 0.06423788517713547,
     "m": 1.0
    },
    {
     "p": 0.07271726429462433,
     "m": 1.0
    },
    {
     "p": 0.08532772213220596,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.2268074750900269,
   "val_loss": 0.8646683692932129,
   "acc": 70.74,
   "time": 129.92722928896546,
   "param": [
    {
     "p": 0.07800302654504776,
     "m": 1.0
    },
    {
     "p": 0.06944116204977036,
     "m": 1.0
    },
    {
     "p": 0.07011733204126358,
     "m": 1.0
    },
    {
     "p": 0.06880906969308853,
     "m": 1.0
    },
    {
     "p": 0.06812626868486404,
     "m": 1.0
    },
    {
     "p": 0.07481224089860916,
     "m": 1.0
    },
    {
     "p": 0.07305354624986649,
     "m": 1.0
    },
    {
     "p": 0.07515334337949753,
     "m": 1.0
    },
    {
     "p": 0.06636068224906921,
     "m": 1.0
    },
    {
     "p": 0.07021363824605942,
     "m": 1.0
    },
    {
     "p": 0.07837266474962234,
     "m": 1.0
    },
    {
     "p": 0.08305174857378006,
     "m": 1.0
    },
    {
     "p": 0.073605015873909,
     "m": 1.0
    },
    {
     "p": 0.05088014900684357,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.4803482294082642,
   "val_loss": 0.8341917991638184,
   "acc": 70.55,
   "time": 129.99254804302473,
   "param": [
    {
     "p": 0.06619036942720413,
     "m": 1.0
    },
    {
     "p": 0.05770934745669365,
     "m": 1.0
    },
    {
     "p": 0.07452693581581116,
     "m": 1.0
    },
    {
     "p": 0.06416589021682739,
     "m": 1.0
    },
    {
     "p": 0.07816224545240402,
     "m": 1.0
    },
    {
     "p": 0.052769746631383896,
     "m": 1.0
    },
    {
     "p": 0.07586648315191269,
     "m": 1.0
    },
    {
     "p": 0.08618894219398499,
     "m": 1.0
    },
    {
     "p": 0.08122636377811432,
     "m": 1.0
    },
    {
     "p": 0.06122343987226486,
     "m": 1.0
    },
    {
     "p": 0.06457425653934479,
     "m": 1.0
    },
    {
     "p": 0.09141147881746292,
     "m": 1.0
    },
    {
     "p": 0.08503720909357071,
     "m": 1.0
    },
    {
     "p": 0.06094717979431152,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.1506420373916626,
   "val_loss": 0.783862829208374,
   "acc": 70.12,
   "time": 136.6916378220776,
   "param": [
    {
     "p": 0.10297984629869461,
     "m": 1.0
    },
    {
     "p": 0.07964098453521729,
     "m": 1.0
    },
    {
     "p": 0.0637565478682518,
     "m": 1.0
    },
    {
     "p": 0.04074770212173462,
     "m": 1.0
    },
    {
     "p": 0.05872926861047745,
     "m": 1.0
    },
    {
     "p": 0.0751093178987503,
     "m": 1.0
    },
    {
     "p": 0.06084509566426277,
     "m": 1.0
    },
    {
     "p": 0.06636073440313339,
     "m": 1.0
    },
    {
     "p": 0.07143715023994446,
     "m": 1.0
    },
    {
     "p": 0.07905744761228561,
     "m": 1.0
    },
    {
     "p": 0.0649801567196846,
     "m": 1.0
    },
    {
     "p": 0.08518850058317184,
     "m": 1.0
    },
    {
     "p": 0.0801265686750412,
     "m": 1.0
    },
    {
     "p": 0.07104060798883438,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.3948464393615723,
   "val_loss": 0.8239113092422485,
   "acc": 69.82,
   "time": 129.69295945903286,
   "param": [
    {
     "p": 0.06890719383955002,
     "m": 1.0
    },
    {
     "p": 0.06712868064641953,
     "m": 1.0
    },
    {
     "p": 0.07183324545621872,
     "m": 1.0
    },
    {
     "p": 0.05788763239979744,
     "m": 1.0
    },
    {
     "p": 0.06671733409166336,
     "m": 1.0
    },
    {
     "p": 0.07533986866474152,
     "m": 1.0
    },
    {
     "p": 0.07045663893222809,
     "m": 1.0
    },
    {
     "p": 0.06939573585987091,
     "m": 1.0
    },
    {
     "p": 0.07223448902368546,
     "m": 1.0
    },
    {
     "p": 0.06297740340232849,
     "m": 1.0
    },
    {
     "p": 0.07992729544639587,
     "m": 1.0
    },
    {
     "p": 0.06866059452295303,
     "m": 1.0
    },
    {
     "p": 0.08960328996181488,
     "m": 1.0
    },
    {
     "p": 0.07893054932355881,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.3069311380386353,
   "val_loss": 0.8650649189949036,
   "acc": 69.76,
   "time": 126.96254612295888,
   "param": [
    {
     "p": 0.08510742336511612,
     "m": 1.0
    },
    {
     "p": 0.05200786888599396,
     "m": 1.0
    },
    {
     "p": 0.10556760430335999,
     "m": 1.0
    },
    {
     "p": 0.07699652761220932,
     "m": 1.0
    },
    {
     "p": 0.041342973709106445,
     "m": 1.0
    },
    {
     "p": 0.09461521357297897,
     "m": 1.0
    },
    {
     "p": 0.06606912612915039,
     "m": 1.0
    },
    {
     "p": 0.04756053164601326,
     "m": 1.0
    },
    {
     "p": 0.04693394899368286,
     "m": 1.0
    },
    {
     "p": 0.09783648699522018,
     "m": 1.0
    },
    {
     "p": 0.06412555277347565,
     "m": 1.0
    },
    {
     "p": 0.06752777099609375,
     "m": 1.0
    },
    {
     "p": 0.10947705060243607,
     "m": 1.0
    },
    {
     "p": 0.044831883162260056,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.3304500579833984,
   "val_loss": 0.7928825616836548,
   "acc": 71.92,
   "time": 136.32809192710556,
   "param": [
    {
     "p": 0.07551562786102295,
     "m": 1.0
    },
    {
     "p": 0.07501129060983658,
     "m": 1.0
    },
    {
     "p": 0.08716732263565063,
     "m": 1.0
    },
    {
     "p": 0.042924217879772186,
     "m": 1.0
    },
    {
     "p": 0.054010920226573944,
     "m": 1.0
    },
    {
     "p": 0.0805596336722374,
     "m": 1.0
    },
    {
     "p": 0.07379095256328583,
     "m": 1.0
    },
    {
     "p": 0.056462015956640244,
     "m": 1.0
    },
    {
     "p": 0.08502520620822906,
     "m": 1.0
    },
    {
     "p": 0.05752278491854668,
     "m": 1.0
    },
    {
     "p": 0.08189508318901062,
     "m": 1.0
    },
    {
     "p": 0.07689427584409714,
     "m": 1.0
    },
    {
     "p": 0.08153074979782104,
     "m": 1.0
    },
    {
     "p": 0.07168995589017868,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.2452651262283325,
   "val_loss": 0.8174272775650024,
   "acc": 69.39,
   "time": 127.88025832804851,
   "param": [
    {
     "p": 0.08651077747344971,
     "m": 1.0
    },
    {
     "p": 0.054368194192647934,
     "m": 1.0
    },
    {
     "p": 0.07683636248111725,
     "m": 1.0
    },
    {
     "p": 0.06784485280513763,
     "m": 1.0
    },
    {
     "p": 0.05298110842704773,
     "m": 1.0
    },
    {
     "p": 0.08963099122047424,
     "m": 1.0
    },
    {
     "p": 0.06946011632680893,
     "m": 1.0
    },
    {
     "p": 0.05600760132074356,
     "m": 1.0
    },
    {
     "p": 0.07093312591314316,
     "m": 1.0
    },
    {
     "p": 0.08412385731935501,
     "m": 1.0
    },
    {
     "p": 0.07935085147619247,
     "m": 1.0
    },
    {
     "p": 0.08549053221940994,
     "m": 1.0
    },
    {
     "p": 0.08089820295572281,
     "m": 1.0
    },
    {
     "p": 0.04556349292397499,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.20458984375,
   "val_loss": 0.8322976231575012,
   "acc": 70.75,
   "time": 128.26386905799154,
   "param": [
    {
     "p": 0.074840247631073,
     "m": 1.0
    },
    {
     "p": 0.06573295593261719,
     "m": 1.0
    },
    {
     "p": 0.0771244689822197,
     "m": 1.0
    },
    {
     "p": 0.040279604494571686,
     "m": 1.0
    },
    {
     "p": 0.06880510598421097,
     "m": 1.0
    },
    {
     "p": 0.05764034762978554,
     "m": 1.0
    },
    {
     "p": 0.06816019862890244,
     "m": 1.0
    },
    {
     "p": 0.07030058652162552,
     "m": 1.0
    },
    {
     "p": 0.0838792622089386,
     "m": 1.0
    },
    {
     "p": 0.08125625550746918,
     "m": 1.0
    },
    {
     "p": 0.07901788502931595,
     "m": 1.0
    },
    {
     "p": 0.07343151420354843,
     "m": 1.0
    },
    {
     "p": 0.09908846765756607,
     "m": 1.0
    },
    {
     "p": 0.060443103313446045,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.2555100917816162,
   "val_loss": 0.8285090327262878,
   "acc": 71.29,
   "time": 134.85690858704038,
   "param": [
    {
     "p": 0.09402020275592804,
     "m": 1.0
    },
    {
     "p": 0.07330019772052765,
     "m": 1.0
    },
    {
     "p": 0.07568520307540894,
     "m": 1.0
    },
    {
     "p": 0.05865304544568062,
     "m": 1.0
    },
    {
     "p": 0.0695914551615715,
     "m": 1.0
    },
    {
     "p": 0.06778135150671005,
     "m": 1.0
    },
    {
     "p": 0.07519874721765518,
     "m": 1.0
    },
    {
     "p": 0.054851509630680084,
     "m": 1.0
    },
    {
     "p": 0.07369962334632874,
     "m": 1.0
    },
    {
     "p": 0.06330785900354385,
     "m": 1.0
    },
    {
     "p": 0.07040391117334366,
     "m": 1.0
    },
    {
     "p": 0.07497519999742508,
     "m": 1.0
    },
    {
     "p": 0.09090355783700943,
     "m": 1.0
    },
    {
     "p": 0.05762811005115509,
     "m": 1.0
    }
   ]
  }
 ]
}