{
 "Accuracy": 74.43,
 "Time": [
  260.37111488445953,
  6.020619015081474,
  52218.37567756302
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.01,
   "momentum": 0.9
  }
 },
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 4.144867897033691,
   "val_loss": 2.022036075592041,
   "acc": 24.98,
   "time": 232.81469612300862,
   "param": [
    {
     "p": 0.054999638348817825,
     "m": 1.0
    },
    {
     "p": 0.038424499332904816,
     "m": 1.0
    },
    {
     "p": 0.11136908829212189,
     "m": 1.0
    },
    {
     "p": 0.0747927576303482,
     "m": 1.0
    },
    {
     "p": 0.07706163823604584,
     "m": 1.0
    },
    {
     "p": 0.09573819488286972,
     "m": 1.0
    },
    {
     "p": 0.09368357062339783,
     "m": 1.0
    },
    {
     "p": 0.047937069088220596,
     "m": 1.0
    },
    {
     "p": 0.08174511790275574,
     "m": 1.0
    },
    {
     "p": 0.031854286789894104,
     "m": 1.0
    },
    {
     "p": 0.14296840131282806,
     "m": 1.0
    },
    {
     "p": 0.03430231288075447,
     "m": 1.0
    },
    {
     "p": 0.10017058998346329,
     "m": 1.0
    },
    {
     "p": 0.014952827244997025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 4.001928329467773,
   "val_loss": 1.813459873199463,
   "acc": 33.75,
   "time": 261.25169908592943,
   "param": [
    {
     "p": 0.07650680840015411,
     "m": 1.0
    },
    {
     "p": 0.00839228741824627,
     "m": 1.0
    },
    {
     "p": 0.10862001031637192,
     "m": 1.0
    },
    {
     "p": 0.0659811869263649,
     "m": 1.0
    },
    {
     "p": 0.03390463814139366,
     "m": 1.0
    },
    {
     "p": 0.07426334172487259,
     "m": 1.0
    },
    {
     "p": 0.08041132241487503,
     "m": 1.0
    },
    {
     "p": 0.07979849725961685,
     "m": 1.0
    },
    {
     "p": 0.08905290067195892,
     "m": 1.0
    },
    {
     "p": 0.04947281256318092,
     "m": 1.0
    },
    {
     "p": 0.1325911581516266,
     "m": 1.0
    },
    {
     "p": 0.07572661340236664,
     "m": 1.0
    },
    {
     "p": 0.1245611310005188,
     "m": 1.0
    },
    {
     "p": 0.0007171918405219913,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 3.320225954055786,
   "val_loss": 1.7215503454208374,
   "acc": 40.25,
   "time": 250.0027382679982,
   "param": [
    {
     "p": 0.010339399799704552,
     "m": 1.0
    },
    {
     "p": 0.0007249975460581481,
     "m": 1.0
    },
    {
     "p": 0.16467727720737457,
     "m": 1.0
    },
    {
     "p": 0.005317443050444126,
     "m": 1.0
    },
    {
     "p": 0.0030976291745901108,
     "m": 1.0
    },
    {
     "p": 0.021712029352784157,
     "m": 1.0
    },
    {
     "p": 0.09278380125761032,
     "m": 1.0
    },
    {
     "p": 0.06832657009363174,
     "m": 1.0
    },
    {
     "p": 0.16295117139816284,
     "m": 1.0
    },
    {
     "p": 0.0007249975460581481,
     "m": 1.0
    },
    {
     "p": 0.11922179907560349,
     "m": 1.0
    },
    {
     "p": 0.15432848036289215,
     "m": 1.0
    },
    {
     "p": 0.1950693577528,
     "m": 1.0
    },
    {
     "p": 0.0007249975460581481,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 3.1463754177093506,
   "val_loss": 1.4531927108764648,
   "acc": 46.2,
   "time": 249.761591696064,
   "param": [
    {
     "p": 0.029587119817733765,
     "m": 1.0
    },
    {
     "p": 0.004285525530576706,
     "m": 1.0
    },
    {
     "p": 0.18033328652381897,
     "m": 1.0
    },
    {
     "p": 0.04687371104955673,
     "m": 1.0
    },
    {
     "p": 0.011003662832081318,
     "m": 1.0
    },
    {
     "p": 0.000720830459613353,
     "m": 1.0
    },
    {
     "p": 0.029904255643486977,
     "m": 1.0
    },
    {
     "p": 0.07677856832742691,
     "m": 1.0
    },
    {
     "p": 0.1353062093257904,
     "m": 1.0
    },
    {
     "p": 0.037620414048433304,
     "m": 1.0
    },
    {
     "p": 0.0703846663236618,
     "m": 1.0
    },
    {
     "p": 0.15601247549057007,
     "m": 1.0
    },
    {
     "p": 0.22046852111816406,
     "m": 1.0
    },
    {
     "p": 0.000720830459613353,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 3.2852325439453125,
   "val_loss": 1.3549017906188965,
   "acc": 47.43,
   "time": 252.9872473150026,
   "param": [
    {
     "p": 0.09438876807689667,
     "m": 1.0
    },
    {
     "p": 0.035765230655670166,
     "m": 1.0
    },
    {
     "p": 0.18073926866054535,
     "m": 1.0
    },
    {
     "p": 0.02488897368311882,
     "m": 1.0
    },
    {
     "p": 0.003289120737463236,
     "m": 1.0
    },
    {
     "p": 0.01241945382207632,
     "m": 1.0
    },
    {
     "p": 0.020254388451576233,
     "m": 1.0
    },
    {
     "p": 0.07409563660621643,
     "m": 1.0
    },
    {
     "p": 0.06727124005556107,
     "m": 1.0
    },
    {
     "p": 0.07903324067592621,
     "m": 1.0
    },
    {
     "p": 0.06887511909008026,
     "m": 1.0
    },
    {
     "p": 0.1442219316959381,
     "m": 1.0
    },
    {
     "p": 0.19403977692127228,
     "m": 1.0
    },
    {
     "p": 0.0007178179221227765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 3.2907867431640625,
   "val_loss": 1.3754879236221313,
   "acc": 50.17,
   "time": 265.54939282196574,
   "param": [
    {
     "p": 0.08948444575071335,
     "m": 1.0
    },
    {
     "p": 0.016781819984316826,
     "m": 1.0
    },
    {
     "p": 0.11349829286336899,
     "m": 1.0
    },
    {
     "p": 0.03554600104689598,
     "m": 1.0
    },
    {
     "p": 0.01687426120042801,
     "m": 1.0
    },
    {
     "p": 0.0796021893620491,
     "m": 1.0
    },
    {
     "p": 0.04553704708814621,
     "m": 1.0
    },
    {
     "p": 0.07876674830913544,
     "m": 1.0
    },
    {
     "p": 0.10882890224456787,
     "m": 1.0
    },
    {
     "p": 0.06454857438802719,
     "m": 1.0
    },
    {
     "p": 0.10713264346122742,
     "m": 1.0
    },
    {
     "p": 0.09724801033735275,
     "m": 1.0
    },
    {
     "p": 0.11996745318174362,
     "m": 1.0
    },
    {
     "p": 0.026183608919382095,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.8347911834716797,
   "val_loss": 1.4167296886444092,
   "acc": 51.18,
   "time": 262.11886711709667,
   "param": [
    {
     "p": 0.13181200623512268,
     "m": 1.0
    },
    {
     "p": 0.0007162833935581148,
     "m": 1.0
    },
    {
     "p": 0.08276551216840744,
     "m": 1.0
    },
    {
     "p": 0.006013551726937294,
     "m": 1.0
    },
    {
     "p": 0.018375113606452942,
     "m": 1.0
    },
    {
     "p": 0.04389183223247528,
     "m": 1.0
    },
    {
     "p": 0.07411430776119232,
     "m": 1.0
    },
    {
     "p": 0.08783163130283356,
     "m": 1.0
    },
    {
     "p": 0.1072821095585823,
     "m": 1.0
    },
    {
     "p": 0.0540616512298584,
     "m": 1.0
    },
    {
     "p": 0.1307140439748764,
     "m": 1.0
    },
    {
     "p": 0.10640062391757965,
     "m": 1.0
    },
    {
     "p": 0.14852456748485565,
     "m": 1.0
    },
    {
     "p": 0.007496766280382872,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 2.8425397872924805,
   "val_loss": 1.2431944608688354,
   "acc": 52.49,
   "time": 254.19252298609354,
   "param": [
    {
     "p": 0.12171805649995804,
     "m": 1.0
    },
    {
     "p": 0.0007109158905223012,
     "m": 1.0
    },
    {
     "p": 0.08686301112174988,
     "m": 1.0
    },
    {
     "p": 0.05532930791378021,
     "m": 1.0
    },
    {
     "p": 0.016140859574079514,
     "m": 1.0
    },
    {
     "p": 0.05514180287718773,
     "m": 1.0
    },
    {
     "p": 0.07312493771314621,
     "m": 1.0
    },
    {
     "p": 0.09302093088626862,
     "m": 1.0
    },
    {
     "p": 0.054373275488615036,
     "m": 1.0
    },
    {
     "p": 0.07883330434560776,
     "m": 1.0
    },
    {
     "p": 0.08428964763879776,
     "m": 1.0
    },
    {
     "p": 0.10842233896255493,
     "m": 1.0
    },
    {
     "p": 0.1465051919221878,
     "m": 1.0
    },
    {
     "p": 0.025526398792862892,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.785447597503662,
   "val_loss": 1.2816864252090454,
   "acc": 52.6,
   "time": 258.15491184499115,
   "param": [
    {
     "p": 0.10564083606004715,
     "m": 1.0
    },
    {
     "p": 0.014062808826565742,
     "m": 1.0
    },
    {
     "p": 0.09766700118780136,
     "m": 1.0
    },
    {
     "p": 0.06932488828897476,
     "m": 1.0
    },
    {
     "p": 0.03956545889377594,
     "m": 1.0
    },
    {
     "p": 0.04220683127641678,
     "m": 1.0
    },
    {
     "p": 0.09162124246358871,
     "m": 1.0
    },
    {
     "p": 0.09597120434045792,
     "m": 1.0
    },
    {
     "p": 0.07159771770238876,
     "m": 1.0
    },
    {
     "p": 0.08900199830532074,
     "m": 1.0
    },
    {
     "p": 0.04231886565685272,
     "m": 1.0
    },
    {
     "p": 0.09106291830539703,
     "m": 1.0
    },
    {
     "p": 0.14614321291446686,
     "m": 1.0
    },
    {
     "p": 0.0038150015752762556,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 3.081101179122925,
   "val_loss": 1.331702470779419,
   "acc": 54.37,
   "time": 259.313449335983,
   "param": [
    {
     "p": 0.15844279527664185,
     "m": 1.0
    },
    {
     "p": 0.015154899097979069,
     "m": 1.0
    },
    {
     "p": 0.07902725785970688,
     "m": 1.0
    },
    {
     "p": 0.07785137742757797,
     "m": 1.0
    },
    {
     "p": 0.026626398786902428,
     "m": 1.0
    },
    {
     "p": 0.023848438635468483,
     "m": 1.0
    },
    {
     "p": 0.08376697450876236,
     "m": 1.0
    },
    {
     "p": 0.034687407314777374,
     "m": 1.0
    },
    {
     "p": 0.0919586569070816,
     "m": 1.0
    },
    {
     "p": 0.08408448845148087,
     "m": 1.0
    },
    {
     "p": 0.07583935558795929,
     "m": 1.0
    },
    {
     "p": 0.09429460018873215,
     "m": 1.0
    },
    {
     "p": 0.13646727800369263,
     "m": 1.0
    },
    {
     "p": 0.017950210720300674,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 3.023277997970581,
   "val_loss": 1.2499566078186035,
   "acc": 55.95,
   "time": 252.34581424703356,
   "param": [
    {
     "p": 0.1124347522854805,
     "m": 1.0
    },
    {
     "p": 0.0007098647183738649,
     "m": 1.0
    },
    {
     "p": 0.10143733769655228,
     "m": 1.0
    },
    {
     "p": 0.09263285249471664,
     "m": 1.0
    },
    {
     "p": 0.013006194494664669,
     "m": 1.0
    },
    {
     "p": 0.033285923302173615,
     "m": 1.0
    },
    {
     "p": 0.10282592475414276,
     "m": 1.0
    },
    {
     "p": 0.06451146304607391,
     "m": 1.0
    },
    {
     "p": 0.09010942280292511,
     "m": 1.0
    },
    {
     "p": 0.061999522149562836,
     "m": 1.0
    },
    {
     "p": 0.1064484491944313,
     "m": 1.0
    },
    {
     "p": 0.09264125674962997,
     "m": 1.0
    },
    {
     "p": 0.11943657696247101,
     "m": 1.0
    },
    {
     "p": 0.008520512841641903,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 2.830228805541992,
   "val_loss": 1.2457565069198608,
   "acc": 57.34,
   "time": 261.5161119570257,
   "param": [
    {
     "p": 0.08656840771436691,
     "m": 1.0
    },
    {
     "p": 0.0006974206189624965,
     "m": 1.0
    },
    {
     "p": 0.09402017295360565,
     "m": 1.0
    },
    {
     "p": 0.08453953266143799,
     "m": 1.0
    },
    {
     "p": 0.049240950495004654,
     "m": 1.0
    },
    {
     "p": 0.03265257552266121,
     "m": 1.0
    },
    {
     "p": 0.07293953746557236,
     "m": 1.0
    },
    {
     "p": 0.1086840033531189,
     "m": 1.0
    },
    {
     "p": 0.08696406334638596,
     "m": 1.0
    },
    {
     "p": 0.09290696680545807,
     "m": 1.0
    },
    {
     "p": 0.07832285761833191,
     "m": 1.0
    },
    {
     "p": 0.1037263423204422,
     "m": 1.0
    },
    {
     "p": 0.09763191640377045,
     "m": 1.0
    },
    {
     "p": 0.011105222627520561,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 2.804539680480957,
   "val_loss": 1.1984761953353882,
   "acc": 57.84,
   "time": 257.4487875130726,
   "param": [
    {
     "p": 0.10185392946004868,
     "m": 1.0
    },
    {
     "p": 0.005187127739191055,
     "m": 1.0
    },
    {
     "p": 0.08772162348031998,
     "m": 1.0
    },
    {
     "p": 0.08497953414916992,
     "m": 1.0
    },
    {
     "p": 0.008559691719710827,
     "m": 1.0
    },
    {
     "p": 0.041443612426519394,
     "m": 1.0
    },
    {
     "p": 0.05139283090829849,
     "m": 1.0
    },
    {
     "p": 0.07589235156774521,
     "m": 1.0
    },
    {
     "p": 0.10146486759185791,
     "m": 1.0
    },
    {
     "p": 0.09339755773544312,
     "m": 1.0
    },
    {
     "p": 0.10454662144184113,
     "m": 1.0
    },
    {
     "p": 0.08257720619440079,
     "m": 1.0
    },
    {
     "p": 0.1583833396434784,
     "m": 1.0
    },
    {
     "p": 0.0025996631011366844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 2.56434965133667,
   "val_loss": 1.1849255561828613,
   "acc": 58.47,
   "time": 253.04953150893562,
   "param": [
    {
     "p": 0.11466128379106522,
     "m": 1.0
    },
    {
     "p": 0.025454116985201836,
     "m": 1.0
    },
    {
     "p": 0.07425744086503983,
     "m": 1.0
    },
    {
     "p": 0.04363678768277168,
     "m": 1.0
    },
    {
     "p": 0.021341724321246147,
     "m": 1.0
    },
    {
     "p": 0.06361494213342667,
     "m": 1.0
    },
    {
     "p": 0.10932599008083344,
     "m": 1.0
    },
    {
     "p": 0.06273089349269867,
     "m": 1.0
    },
    {
     "p": 0.06988613307476044,
     "m": 1.0
    },
    {
     "p": 0.07682381570339203,
     "m": 1.0
    },
    {
     "p": 0.09268619865179062,
     "m": 1.0
    },
    {
     "p": 0.11965575069189072,
     "m": 1.0
    },
    {
     "p": 0.12522929906845093,
     "m": 1.0
    },
    {
     "p": 0.00069573731161654,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 2.5170392990112305,
   "val_loss": 1.098654866218567,
   "acc": 60.28,
   "time": 257.63248190796,
   "param": [
    {
     "p": 0.09395768493413925,
     "m": 1.0
    },
    {
     "p": 0.02980818785727024,
     "m": 1.0
    },
    {
     "p": 0.06642387807369232,
     "m": 1.0
    },
    {
     "p": 0.08124388754367828,
     "m": 1.0
    },
    {
     "p": 0.052150383591651917,
     "m": 1.0
    },
    {
     "p": 0.029772426933050156,
     "m": 1.0
    },
    {
     "p": 0.09829777479171753,
     "m": 1.0
    },
    {
     "p": 0.06331948190927505,
     "m": 1.0
    },
    {
     "p": 0.09853825718164444,
     "m": 1.0
    },
    {
     "p": 0.06504827737808228,
     "m": 1.0
    },
    {
     "p": 0.07421348243951797,
     "m": 1.0
    },
    {
     "p": 0.09836043417453766,
     "m": 1.0
    },
    {
     "p": 0.1005907654762268,
     "m": 1.0
    },
    {
     "p": 0.04827509820461273,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 2.3186585903167725,
   "val_loss": 1.2630786895751953,
   "acc": 58.55,
   "time": 261.54228680802044,
   "param": [
    {
     "p": 0.10144864022731781,
     "m": 1.0
    },
    {
     "p": 0.0007062436197884381,
     "m": 1.0
    },
    {
     "p": 0.07666844129562378,
     "m": 1.0
    },
    {
     "p": 0.041396595537662506,
     "m": 1.0
    },
    {
     "p": 0.06843748688697815,
     "m": 1.0
    },
    {
     "p": 0.04951504245400429,
     "m": 1.0
    },
    {
     "p": 0.0980776995420456,
     "m": 1.0
    },
    {
     "p": 0.09144420176744461,
     "m": 1.0
    },
    {
     "p": 0.0726768895983696,
     "m": 1.0
    },
    {
     "p": 0.07572656869888306,
     "m": 1.0
    },
    {
     "p": 0.07527262717485428,
     "m": 1.0
    },
    {
     "p": 0.09879381954669952,
     "m": 1.0
    },
    {
     "p": 0.12674422562122345,
     "m": 1.0
    },
    {
     "p": 0.023091642186045647,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 2.4337575435638428,
   "val_loss": 1.1039189100265503,
   "acc": 60.21,
   "time": 264.31867459905334,
   "param": [
    {
     "p": 0.11318013817071915,
     "m": 1.0
    },
    {
     "p": 0.020934903994202614,
     "m": 1.0
    },
    {
     "p": 0.05979711562395096,
     "m": 1.0
    },
    {
     "p": 0.07906446605920792,
     "m": 1.0
    },
    {
     "p": 0.05503424257040024,
     "m": 1.0
    },
    {
     "p": 0.02115064486861229,
     "m": 1.0
    },
    {
     "p": 0.08262867480516434,
     "m": 1.0
    },
    {
     "p": 0.07980015873908997,
     "m": 1.0
    },
    {
     "p": 0.10072673857212067,
     "m": 1.0
    },
    {
     "p": 0.06902819126844406,
     "m": 1.0
    },
    {
     "p": 0.10119922459125519,
     "m": 1.0
    },
    {
     "p": 0.10798121243715286,
     "m": 1.0
    },
    {
     "p": 0.09240435808897018,
     "m": 1.0
    },
    {
     "p": 0.017069827765226364,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 2.600193977355957,
   "val_loss": 1.019163966178894,
   "acc": 61.7,
   "time": 255.0065855269786,
   "param": [
    {
     "p": 0.11446212977170944,
     "m": 1.0
    },
    {
     "p": 0.0208683293312788,
     "m": 1.0
    },
    {
     "p": 0.05796627327799797,
     "m": 1.0
    },
    {
     "p": 0.07589655369520187,
     "m": 1.0
    },
    {
     "p": 0.002881082007661462,
     "m": 1.0
    },
    {
     "p": 0.03011004626750946,
     "m": 1.0
    },
    {
     "p": 0.11821405589580536,
     "m": 1.0
    },
    {
     "p": 0.086845263838768,
     "m": 1.0
    },
    {
     "p": 0.08636176586151123,
     "m": 1.0
    },
    {
     "p": 0.09213544428348541,
     "m": 1.0
    },
    {
     "p": 0.06800836324691772,
     "m": 1.0
    },
    {
     "p": 0.10114158689975739,
     "m": 1.0
    },
    {
     "p": 0.12173879146575928,
     "m": 1.0
    },
    {
     "p": 0.023370271548628807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 2.568100929260254,
   "val_loss": 1.0695477724075317,
   "acc": 63.33,
   "time": 258.4963559859898,
   "param": [
    {
     "p": 0.1040894016623497,
     "m": 1.0
    },
    {
     "p": 0.01345925871282816,
     "m": 1.0
    },
    {
     "p": 0.08744563907384872,
     "m": 1.0
    },
    {
     "p": 0.06255140155553818,
     "m": 1.0
    },
    {
     "p": 0.058970216661691666,
     "m": 1.0
    },
    {
     "p": 0.036848749965429306,
     "m": 1.0
    },
    {
     "p": 0.07182757556438446,
     "m": 1.0
    },
    {
     "p": 0.0871477797627449,
     "m": 1.0
    },
    {
     "p": 0.07514044642448425,
     "m": 1.0
    },
    {
     "p": 0.061128415167331696,
     "m": 1.0
    },
    {
     "p": 0.08141536265611649,
     "m": 1.0
    },
    {
     "p": 0.08925925940275192,
     "m": 1.0
    },
    {
     "p": 0.11153290420770645,
     "m": 1.0
    },
    {
     "p": 0.05918367952108383,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 2.7200727462768555,
   "val_loss": 1.042060136795044,
   "acc": 61.95,
   "time": 254.36434864695184,
   "param": [
    {
     "p": 0.08011859655380249,
     "m": 1.0
    },
    {
     "p": 0.014231204986572266,
     "m": 1.0
    },
    {
     "p": 0.09292185306549072,
     "m": 1.0
    },
    {
     "p": 0.06278428435325623,
     "m": 1.0
    },
    {
     "p": 0.030759941786527634,
     "m": 1.0
    },
    {
     "p": 0.018442273139953613,
     "m": 1.0
    },
    {
     "p": 0.08062045276165009,
     "m": 1.0
    },
    {
     "p": 0.09809047728776932,
     "m": 1.0
    },
    {
     "p": 0.083933524787426,
     "m": 1.0
    },
    {
     "p": 0.09279990196228027,
     "m": 1.0
    },
    {
     "p": 0.09679049253463745,
     "m": 1.0
    },
    {
     "p": 0.09494706243276596,
     "m": 1.0
    },
    {
     "p": 0.11365993320941925,
     "m": 1.0
    },
    {
     "p": 0.03989993780851364,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 2.167998790740967,
   "val_loss": 0.9293827414512634,
   "acc": 62.32,
   "time": 254.20300661597867,
   "param": [
    {
     "p": 0.07890589535236359,
     "m": 1.0
    },
    {
     "p": 0.02023177780210972,
     "m": 1.0
    },
    {
     "p": 0.07087384909391403,
     "m": 1.0
    },
    {
     "p": 0.031333521008491516,
     "m": 1.0
    },
    {
     "p": 0.05970612168312073,
     "m": 1.0
    },
    {
     "p": 0.04742951691150665,
     "m": 1.0
    },
    {
     "p": 0.09296082705259323,
     "m": 1.0
    },
    {
     "p": 0.06354451179504395,
     "m": 1.0
    },
    {
     "p": 0.09143445640802383,
     "m": 1.0
    },
    {
     "p": 0.10800456255674362,
     "m": 1.0
    },
    {
     "p": 0.10688414424657822,
     "m": 1.0
    },
    {
     "p": 0.09061136096715927,
     "m": 1.0
    },
    {
     "p": 0.10245265811681747,
     "m": 1.0
    },
    {
     "p": 0.03562675416469574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.8598978519439697,
   "val_loss": 1.1301394701004028,
   "acc": 63.6,
   "time": 257.7675098289037,
   "param": [
    {
     "p": 0.07012925297021866,
     "m": 1.0
    },
    {
     "p": 0.042532481253147125,
     "m": 1.0
    },
    {
     "p": 0.0935661792755127,
     "m": 1.0
    },
    {
     "p": 0.06574905663728714,
     "m": 1.0
    },
    {
     "p": 0.03957192227244377,
     "m": 1.0
    },
    {
     "p": 0.04662499204277992,
     "m": 1.0
    },
    {
     "p": 0.07469155639410019,
     "m": 1.0
    },
    {
     "p": 0.09688208252191544,
     "m": 1.0
    },
    {
     "p": 0.07121208310127258,
     "m": 1.0
    },
    {
     "p": 0.04281199350953102,
     "m": 1.0
    },
    {
     "p": 0.10628756880760193,
     "m": 1.0
    },
    {
     "p": 0.10899036377668381,
     "m": 1.0
    },
    {
     "p": 0.11968513578176498,
     "m": 1.0
    },
    {
     "p": 0.021265292540192604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 2.5507922172546387,
   "val_loss": 1.0273102521896362,
   "acc": 64.89,
   "time": 253.84505937399808,
   "param": [
    {
     "p": 0.08391750603914261,
     "m": 1.0
    },
    {
     "p": 0.04397691786289215,
     "m": 1.0
    },
    {
     "p": 0.07081417739391327,
     "m": 1.0
    },
    {
     "p": 0.08365552872419357,
     "m": 1.0
    },
    {
     "p": 0.04393082484602928,
     "m": 1.0
    },
    {
     "p": 0.0770162045955658,
     "m": 1.0
    },
    {
     "p": 0.07691553980112076,
     "m": 1.0
    },
    {
     "p": 0.07415255159139633,
     "m": 1.0
    },
    {
     "p": 0.06292924284934998,
     "m": 1.0
    },
    {
     "p": 0.08164243400096893,
     "m": 1.0
    },
    {
     "p": 0.07951171696186066,
     "m": 1.0
    },
    {
     "p": 0.07928276062011719,
     "m": 1.0
    },
    {
     "p": 0.09396088123321533,
     "m": 1.0
    },
    {
     "p": 0.048293761909008026,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.9968175888061523,
   "val_loss": 1.0669960975646973,
   "acc": 64.67,
   "time": 261.6677605009172,
   "param": [
    {
     "p": 0.08216390013694763,
     "m": 1.0
    },
    {
     "p": 0.0007007319363765419,
     "m": 1.0
    },
    {
     "p": 0.07450889050960541,
     "m": 1.0
    },
    {
     "p": 0.05853694677352905,
     "m": 1.0
    },
    {
     "p": 0.022256946191191673,
     "m": 1.0
    },
    {
     "p": 0.059944018721580505,
     "m": 1.0
    },
    {
     "p": 0.08037000149488449,
     "m": 1.0
    },
    {
     "p": 0.1058812141418457,
     "m": 1.0
    },
    {
     "p": 0.08062136173248291,
     "m": 1.0
    },
    {
     "p": 0.0971265584230423,
     "m": 1.0
    },
    {
     "p": 0.09747955203056335,
     "m": 1.0
    },
    {
     "p": 0.09681984782218933,
     "m": 1.0
    },
    {
     "p": 0.10552369058132172,
     "m": 1.0
    },
    {
     "p": 0.0380663126707077,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 2.0096728801727295,
   "val_loss": 0.9327847361564636,
   "acc": 64.5,
   "time": 263.4546143360203,
   "param": [
    {
     "p": 0.0793628916144371,
     "m": 1.0
    },
    {
     "p": 0.01188735943287611,
     "m": 1.0
    },
    {
     "p": 0.10198847204446793,
     "m": 1.0
    },
    {
     "p": 0.05393650010228157,
     "m": 1.0
    },
    {
     "p": 0.051388200372457504,
     "m": 1.0
    },
    {
     "p": 0.016954414546489716,
     "m": 1.0
    },
    {
     "p": 0.08413629233837128,
     "m": 1.0
    },
    {
     "p": 0.09578203409910202,
     "m": 1.0
    },
    {
     "p": 0.10508190095424652,
     "m": 1.0
    },
    {
     "p": 0.07058365643024445,
     "m": 1.0
    },
    {
     "p": 0.08789464831352234,
     "m": 1.0
    },
    {
     "p": 0.10663595050573349,
     "m": 1.0
    },
    {
     "p": 0.09594254195690155,
     "m": 1.0
    },
    {
     "p": 0.03842508792877197,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 2.236642360687256,
   "val_loss": 1.019195318222046,
   "acc": 64.92,
   "time": 264.11661145696416,
   "param": [
    {
     "p": 0.10312137752771378,
     "m": 1.0
    },
    {
     "p": 0.03043794259428978,
     "m": 1.0
    },
    {
     "p": 0.06946265697479248,
     "m": 1.0
    },
    {
     "p": 0.07129625976085663,
     "m": 1.0
    },
    {
     "p": 0.03992747142910957,
     "m": 1.0
    },
    {
     "p": 0.0317663736641407,
     "m": 1.0
    },
    {
     "p": 0.07105656713247299,
     "m": 1.0
    },
    {
     "p": 0.08661261200904846,
     "m": 1.0
    },
    {
     "p": 0.08903540670871735,
     "m": 1.0
    },
    {
     "p": 0.08104217052459717,
     "m": 1.0
    },
    {
     "p": 0.06816881150007248,
     "m": 1.0
    },
    {
     "p": 0.10853806883096695,
     "m": 1.0
    },
    {
     "p": 0.08570510149002075,
     "m": 1.0
    },
    {
     "p": 0.0638291984796524,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 2.0000269412994385,
   "val_loss": 0.964482843875885,
   "acc": 66.78,
   "time": 264.9882715670392,
   "param": [
    {
     "p": 0.1097920835018158,
     "m": 1.0
    },
    {
     "p": 0.031378597021102905,
     "m": 1.0
    },
    {
     "p": 0.06922555714845657,
     "m": 1.0
    },
    {
     "p": 0.054756950587034225,
     "m": 1.0
    },
    {
     "p": 0.0606573261320591,
     "m": 1.0
    },
    {
     "p": 0.046032533049583435,
     "m": 1.0
    },
    {
     "p": 0.08857358247041702,
     "m": 1.0
    },
    {
     "p": 0.06852011382579803,
     "m": 1.0
    },
    {
     "p": 0.08624210953712463,
     "m": 1.0
    },
    {
     "p": 0.07508991658687592,
     "m": 1.0
    },
    {
     "p": 0.05970839783549309,
     "m": 1.0
    },
    {
     "p": 0.09824512153863907,
     "m": 1.0
    },
    {
     "p": 0.11303152143955231,
     "m": 1.0
    },
    {
     "p": 0.03874615207314491,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.6376445293426514,
   "val_loss": 0.9103981256484985,
   "acc": 66.0,
   "time": 262.55894903605804,
   "param": [
    {
     "p": 0.09223951399326324,
     "m": 1.0
    },
    {
     "p": 0.04416709393262863,
     "m": 1.0
    },
    {
     "p": 0.06881864368915558,
     "m": 1.0
    },
    {
     "p": 0.03968210145831108,
     "m": 1.0
    },
    {
     "p": 0.06180070340633392,
     "m": 1.0
    },
    {
     "p": 0.03956681117415428,
     "m": 1.0
    },
    {
     "p": 0.06080664321780205,
     "m": 1.0
    },
    {
     "p": 0.09446091949939728,
     "m": 1.0
    },
    {
     "p": 0.09145049750804901,
     "m": 1.0
    },
    {
     "p": 0.08765551447868347,
     "m": 1.0
    },
    {
     "p": 0.08424538373947144,
     "m": 1.0
    },
    {
     "p": 0.08576998859643936,
     "m": 1.0
    },
    {
     "p": 0.11169339716434479,
     "m": 1.0
    },
    {
     "p": 0.03764279931783676,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 2.0062153339385986,
   "val_loss": 1.0381776094436646,
   "acc": 66.85,
   "time": 265.6292060340056,
   "param": [
    {
     "p": 0.10595881938934326,
     "m": 1.0
    },
    {
     "p": 0.025902507826685905,
     "m": 1.0
    },
    {
     "p": 0.08235017955303192,
     "m": 1.0
    },
    {
     "p": 0.059253349900245667,
     "m": 1.0
    },
    {
     "p": 0.0575675293803215,
     "m": 1.0
    },
    {
     "p": 0.04463500902056694,
     "m": 1.0
    },
    {
     "p": 0.09429910033941269,
     "m": 1.0
    },
    {
     "p": 0.09837855398654938,
     "m": 1.0
    },
    {
     "p": 0.039085857570171356,
     "m": 1.0
    },
    {
     "p": 0.09006218612194061,
     "m": 1.0
    },
    {
     "p": 0.09097452461719513,
     "m": 1.0
    },
    {
     "p": 0.08772283047437668,
     "m": 1.0
    },
    {
     "p": 0.09951542317867279,
     "m": 1.0
    },
    {
     "p": 0.024294156581163406,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.968766212463379,
   "val_loss": 0.9264988303184509,
   "acc": 65.09,
   "time": 258.08685690001585,
   "param": [
    {
     "p": 0.09275683015584946,
     "m": 1.0
    },
    {
     "p": 0.017391547560691833,
     "m": 1.0
    },
    {
     "p": 0.05904877930879593,
     "m": 1.0
    },
    {
     "p": 0.06484810262918472,
     "m": 1.0
    },
    {
     "p": 0.07095307856798172,
     "m": 1.0
    },
    {
     "p": 0.0532483346760273,
     "m": 1.0
    },
    {
     "p": 0.08203332126140594,
     "m": 1.0
    },
    {
     "p": 0.06729382276535034,
     "m": 1.0
    },
    {
     "p": 0.09289869666099548,
     "m": 1.0
    },
    {
     "p": 0.10120360553264618,
     "m": 1.0
    },
    {
     "p": 0.08240140974521637,
     "m": 1.0
    },
    {
     "p": 0.1034420058131218,
     "m": 1.0
    },
    {
     "p": 0.09360922127962112,
     "m": 1.0
    },
    {
     "p": 0.018871238455176353,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 2.6440248489379883,
   "val_loss": 0.9083458185195923,
   "acc": 66.63,
   "time": 260.7141957390122,
   "param": [
    {
     "p": 0.0959620252251625,
     "m": 1.0
    },
    {
     "p": 0.0445440299808979,
     "m": 1.0
    },
    {
     "p": 0.08096438646316528,
     "m": 1.0
    },
    {
     "p": 0.06876049190759659,
     "m": 1.0
    },
    {
     "p": 0.042070623487234116,
     "m": 1.0
    },
    {
     "p": 0.04700293764472008,
     "m": 1.0
    },
    {
     "p": 0.08811917155981064,
     "m": 1.0
    },
    {
     "p": 0.07400110363960266,
     "m": 1.0
    },
    {
     "p": 0.06557856500148773,
     "m": 1.0
    },
    {
     "p": 0.08418915420770645,
     "m": 1.0
    },
    {
     "p": 0.1062394455075264,
     "m": 1.0
    },
    {
     "p": 0.07048997282981873,
     "m": 1.0
    },
    {
     "p": 0.09560906887054443,
     "m": 1.0
    },
    {
     "p": 0.03646910935640335,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.598358392715454,
   "val_loss": 1.0029574632644653,
   "acc": 65.95,
   "time": 262.23569180991035,
   "param": [
    {
     "p": 0.10581192374229431,
     "m": 1.0
    },
    {
     "p": 0.007017281837761402,
     "m": 1.0
    },
    {
     "p": 0.07344888150691986,
     "m": 1.0
    },
    {
     "p": 0.06567929685115814,
     "m": 1.0
    },
    {
     "p": 0.05370074138045311,
     "m": 1.0
    },
    {
     "p": 0.0689600482583046,
     "m": 1.0
    },
    {
     "p": 0.07410462200641632,
     "m": 1.0
    },
    {
     "p": 0.07323671132326126,
     "m": 1.0
    },
    {
     "p": 0.07358695566654205,
     "m": 1.0
    },
    {
     "p": 0.06830016523599625,
     "m": 1.0
    },
    {
     "p": 0.11331083625555038,
     "m": 1.0
    },
    {
     "p": 0.08089638501405716,
     "m": 1.0
    },
    {
     "p": 0.07992775738239288,
     "m": 1.0
    },
    {
     "p": 0.062018368393182755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.9729328155517578,
   "val_loss": 0.8816636204719543,
   "acc": 67.94,
   "time": 256.7752017399762,
   "param": [
    {
     "p": 0.09793752431869507,
     "m": 1.0
    },
    {
     "p": 0.034104786813259125,
     "m": 1.0
    },
    {
     "p": 0.08645439147949219,
     "m": 1.0
    },
    {
     "p": 0.05206986516714096,
     "m": 1.0
    },
    {
     "p": 0.02768947184085846,
     "m": 1.0
    },
    {
     "p": 0.03774329647421837,
     "m": 1.0
    },
    {
     "p": 0.08118724077939987,
     "m": 1.0
    },
    {
     "p": 0.08123978227376938,
     "m": 1.0
    },
    {
     "p": 0.06661492586135864,
     "m": 1.0
    },
    {
     "p": 0.10308202356100082,
     "m": 1.0
    },
    {
     "p": 0.07145155221223831,
     "m": 1.0
    },
    {
     "p": 0.08599896728992462,
     "m": 1.0
    },
    {
     "p": 0.11650199443101883,
     "m": 1.0
    },
    {
     "p": 0.057924095541238785,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 2.0997347831726074,
   "val_loss": 1.013802170753479,
   "acc": 66.88,
   "time": 268.50642882299144,
   "param": [
    {
     "p": 0.08497247844934464,
     "m": 1.0
    },
    {
     "p": 0.03512955084443092,
     "m": 1.0
    },
    {
     "p": 0.0855771079659462,
     "m": 1.0
    },
    {
     "p": 0.07746151834726334,
     "m": 1.0
    },
    {
     "p": 0.051445890218019485,
     "m": 1.0
    },
    {
     "p": 0.037886131554841995,
     "m": 1.0
    },
    {
     "p": 0.07774382084608078,
     "m": 1.0
    },
    {
     "p": 0.0799250453710556,
     "m": 1.0
    },
    {
     "p": 0.07992416620254517,
     "m": 1.0
    },
    {
     "p": 0.07031742483377457,
     "m": 1.0
    },
    {
     "p": 0.08292440325021744,
     "m": 1.0
    },
    {
     "p": 0.0940055325627327,
     "m": 1.0
    },
    {
     "p": 0.09808379411697388,
     "m": 1.0
    },
    {
     "p": 0.04460318759083748,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.5881843566894531,
   "val_loss": 0.9806594848632812,
   "acc": 67.86,
   "time": 270.2038163340185,
   "param": [
    {
     "p": 0.0761265680193901,
     "m": 1.0
    },
    {
     "p": 0.02912857010960579,
     "m": 1.0
    },
    {
     "p": 0.07578452676534653,
     "m": 1.0
    },
    {
     "p": 0.05619063600897789,
     "m": 1.0
    },
    {
     "p": 0.04196825623512268,
     "m": 1.0
    },
    {
     "p": 0.0474143847823143,
     "m": 1.0
    },
    {
     "p": 0.08509225398302078,
     "m": 1.0
    },
    {
     "p": 0.0949234738945961,
     "m": 1.0
    },
    {
     "p": 0.08286499977111816,
     "m": 1.0
    },
    {
     "p": 0.07746782153844833,
     "m": 1.0
    },
    {
     "p": 0.07987213879823685,
     "m": 1.0
    },
    {
     "p": 0.09359067678451538,
     "m": 1.0
    },
    {
     "p": 0.12473263591527939,
     "m": 1.0
    },
    {
     "p": 0.0348430760204792,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.543796420097351,
   "val_loss": 0.8778099417686462,
   "acc": 67.04,
   "time": 254.72898442996666,
   "param": [
    {
     "p": 0.09814024716615677,
     "m": 1.0
    },
    {
     "p": 0.042118754237890244,
     "m": 1.0
    },
    {
     "p": 0.07708178460597992,
     "m": 1.0
    },
    {
     "p": 0.04364260658621788,
     "m": 1.0
    },
    {
     "p": 0.0426730215549469,
     "m": 1.0
    },
    {
     "p": 0.037342093884944916,
     "m": 1.0
    },
    {
     "p": 0.06635838747024536,
     "m": 1.0
    },
    {
     "p": 0.08914433419704437,
     "m": 1.0
    },
    {
     "p": 0.07970225065946579,
     "m": 1.0
    },
    {
     "p": 0.08374125510454178,
     "m": 1.0
    },
    {
     "p": 0.08818180114030838,
     "m": 1.0
    },
    {
     "p": 0.10028402507305145,
     "m": 1.0
    },
    {
     "p": 0.10226575285196304,
     "m": 1.0
    },
    {
     "p": 0.04932365566492081,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 2.040240526199341,
   "val_loss": 0.9472957253456116,
   "acc": 68.15,
   "time": 261.73432745598257,
   "param": [
    {
     "p": 0.07805368304252625,
     "m": 1.0
    },
    {
     "p": 0.05146922171115875,
     "m": 1.0
    },
    {
     "p": 0.05859529972076416,
     "m": 1.0
    },
    {
     "p": 0.07564980536699295,
     "m": 1.0
    },
    {
     "p": 0.05258365720510483,
     "m": 1.0
    },
    {
     "p": 0.04797292500734329,
     "m": 1.0
    },
    {
     "p": 0.08145494014024734,
     "m": 1.0
    },
    {
     "p": 0.08731906861066818,
     "m": 1.0
    },
    {
     "p": 0.09527690708637238,
     "m": 1.0
    },
    {
     "p": 0.07012811303138733,
     "m": 1.0
    },
    {
     "p": 0.07370327413082123,
     "m": 1.0
    },
    {
     "p": 0.07436654716730118,
     "m": 1.0
    },
    {
     "p": 0.1048317477107048,
     "m": 1.0
    },
    {
     "p": 0.04859474301338196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 2.0028462409973145,
   "val_loss": 0.962476909160614,
   "acc": 68.04,
   "time": 265.93958197603934,
   "param": [
    {
     "p": 0.0968150794506073,
     "m": 1.0
    },
    {
     "p": 0.01901901327073574,
     "m": 1.0
    },
    {
     "p": 0.0841980129480362,
     "m": 1.0
    },
    {
     "p": 0.06538655608892441,
     "m": 1.0
    },
    {
     "p": 0.04779697582125664,
     "m": 1.0
    },
    {
     "p": 0.07125528901815414,
     "m": 1.0
    },
    {
     "p": 0.08811643719673157,
     "m": 1.0
    },
    {
     "p": 0.05995909869670868,
     "m": 1.0
    },
    {
     "p": 0.07648132741451263,
     "m": 1.0
    },
    {
     "p": 0.05009668320417404,
     "m": 1.0
    },
    {
     "p": 0.07924317568540573,
     "m": 1.0
    },
    {
     "p": 0.10703577101230621,
     "m": 1.0
    },
    {
     "p": 0.09752395004034042,
     "m": 1.0
    },
    {
     "p": 0.05707263574004173,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.0189085006713867,
   "val_loss": 0.998153805732727,
   "acc": 67.53,
   "time": 264.4421482090838,
   "param": [
    {
     "p": 0.09762104600667953,
     "m": 1.0
    },
    {
     "p": 0.036782704293727875,
     "m": 1.0
    },
    {
     "p": 0.07902470231056213,
     "m": 1.0
    },
    {
     "p": 0.06385776400566101,
     "m": 1.0
    },
    {
     "p": 0.05029088631272316,
     "m": 1.0
    },
    {
     "p": 0.06471128016710281,
     "m": 1.0
    },
    {
     "p": 0.10063822567462921,
     "m": 1.0
    },
    {
     "p": 0.07842549681663513,
     "m": 1.0
    },
    {
     "p": 0.09863070398569107,
     "m": 1.0
    },
    {
     "p": 0.028963102027773857,
     "m": 1.0
    },
    {
     "p": 0.09350735694169998,
     "m": 1.0
    },
    {
     "p": 0.07673831284046173,
     "m": 1.0
    },
    {
     "p": 0.07250608503818512,
     "m": 1.0
    },
    {
     "p": 0.058302391320466995,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.7078633308410645,
   "val_loss": 0.9100438356399536,
   "acc": 68.58,
   "time": 264.1822704009246,
   "param": [
    {
     "p": 0.10635878890752792,
     "m": 1.0
    },
    {
     "p": 0.042840246111154556,
     "m": 1.0
    },
    {
     "p": 0.08772116154432297,
     "m": 1.0
    },
    {
     "p": 0.06328052282333374,
     "m": 1.0
    },
    {
     "p": 0.024782709777355194,
     "m": 1.0
    },
    {
     "p": 0.03738737478852272,
     "m": 1.0
    },
    {
     "p": 0.06658036261796951,
     "m": 1.0
    },
    {
     "p": 0.09329958260059357,
     "m": 1.0
    },
    {
     "p": 0.1155344545841217,
     "m": 1.0
    },
    {
     "p": 0.04673657566308975,
     "m": 1.0
    },
    {
     "p": 0.08301334828138351,
     "m": 1.0
    },
    {
     "p": 0.09611649811267853,
     "m": 1.0
    },
    {
     "p": 0.08068882673978806,
     "m": 1.0
    },
    {
     "p": 0.05565958842635155,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.8314472436904907,
   "val_loss": 0.9243312478065491,
   "acc": 68.11,
   "time": 259.1716844260227,
   "param": [
    {
     "p": 0.12584733963012695,
     "m": 1.0
    },
    {
     "p": 0.033065516501665115,
     "m": 1.0
    },
    {
     "p": 0.08612894266843796,
     "m": 1.0
    },
    {
     "p": 0.06732791662216187,
     "m": 1.0
    },
    {
     "p": 0.023810384795069695,
     "m": 1.0
    },
    {
     "p": 0.020419921725988388,
     "m": 1.0
    },
    {
     "p": 0.07518991082906723,
     "m": 1.0
    },
    {
     "p": 0.08739367127418518,
     "m": 1.0
    },
    {
     "p": 0.04700591042637825,
     "m": 1.0
    },
    {
     "p": 0.08748957514762878,
     "m": 1.0
    },
    {
     "p": 0.07702048122882843,
     "m": 1.0
    },
    {
     "p": 0.07582098990678787,
     "m": 1.0
    },
    {
     "p": 0.11489769071340561,
     "m": 1.0
    },
    {
     "p": 0.0785817950963974,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.9302098751068115,
   "val_loss": 0.9342570900917053,
   "acc": 68.12,
   "time": 264.929031292093,
   "param": [
    {
     "p": 0.09878858178853989,
     "m": 1.0
    },
    {
     "p": 0.06793928146362305,
     "m": 1.0
    },
    {
     "p": 0.06709805130958557,
     "m": 1.0
    },
    {
     "p": 0.057888686656951904,
     "m": 1.0
    },
    {
     "p": 0.0159357488155365,
     "m": 1.0
    },
    {
     "p": 0.05009547993540764,
     "m": 1.0
    },
    {
     "p": 0.07295046746730804,
     "m": 1.0
    },
    {
     "p": 0.05472161993384361,
     "m": 1.0
    },
    {
     "p": 0.09798718243837357,
     "m": 1.0
    },
    {
     "p": 0.06088520586490631,
     "m": 1.0
    },
    {
     "p": 0.08333868533372879,
     "m": 1.0
    },
    {
     "p": 0.12435143440961838,
     "m": 1.0
    },
    {
     "p": 0.09455188363790512,
     "m": 1.0
    },
    {
     "p": 0.053467728197574615,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.9409242868423462,
   "val_loss": 0.8961052298545837,
   "acc": 67.92,
   "time": 260.38366070308257,
   "param": [
    {
     "p": 0.09042485803365707,
     "m": 1.0
    },
    {
     "p": 0.05693719908595085,
     "m": 1.0
    },
    {
     "p": 0.07503984123468399,
     "m": 1.0
    },
    {
     "p": 0.07354266941547394,
     "m": 1.0
    },
    {
     "p": 0.0524381548166275,
     "m": 1.0
    },
    {
     "p": 0.05475139617919922,
     "m": 1.0
    },
    {
     "p": 0.05845137685537338,
     "m": 1.0
    },
    {
     "p": 0.07547900080680847,
     "m": 1.0
    },
    {
     "p": 0.060754336416721344,
     "m": 1.0
    },
    {
     "p": 0.09055888652801514,
     "m": 1.0
    },
    {
     "p": 0.06843828409910202,
     "m": 1.0
    },
    {
     "p": 0.0810135155916214,
     "m": 1.0
    },
    {
     "p": 0.10783451050519943,
     "m": 1.0
    },
    {
     "p": 0.05433601513504982,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.9345347881317139,
   "val_loss": 0.8094579577445984,
   "acc": 68.89,
   "time": 269.6964434799738,
   "param": [
    {
     "p": 0.08534230291843414,
     "m": 1.0
    },
    {
     "p": 0.05347532406449318,
     "m": 1.0
    },
    {
     "p": 0.11138494312763214,
     "m": 1.0
    },
    {
     "p": 0.07188618183135986,
     "m": 1.0
    },
    {
     "p": 0.029732296243309975,
     "m": 1.0
    },
    {
     "p": 0.0522700697183609,
     "m": 1.0
    },
    {
     "p": 0.0896114930510521,
     "m": 1.0
    },
    {
     "p": 0.07716398686170578,
     "m": 1.0
    },
    {
     "p": 0.09964368492364883,
     "m": 1.0
    },
    {
     "p": 0.07459180802106857,
     "m": 1.0
    },
    {
     "p": 0.06651103496551514,
     "m": 1.0
    },
    {
     "p": 0.06735678762197495,
     "m": 1.0
    },
    {
     "p": 0.06250441819429398,
     "m": 1.0
    },
    {
     "p": 0.05852565914392471,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.2317595481872559,
   "val_loss": 0.9360073804855347,
   "acc": 68.36,
   "time": 258.01025165093597,
   "param": [
    {
     "p": 0.0991799458861351,
     "m": 1.0
    },
    {
     "p": 0.024888409301638603,
     "m": 1.0
    },
    {
     "p": 0.07594689726829529,
     "m": 1.0
    },
    {
     "p": 0.06543755531311035,
     "m": 1.0
    },
    {
     "p": 0.06670726090669632,
     "m": 1.0
    },
    {
     "p": 0.043555520474910736,
     "m": 1.0
    },
    {
     "p": 0.06719471514225006,
     "m": 1.0
    },
    {
     "p": 0.07430952787399292,
     "m": 1.0
    },
    {
     "p": 0.06893722712993622,
     "m": 1.0
    },
    {
     "p": 0.07652471959590912,
     "m": 1.0
    },
    {
     "p": 0.08122047036886215,
     "m": 1.0
    },
    {
     "p": 0.11479215323925018,
     "m": 1.0
    },
    {
     "p": 0.09191592782735825,
     "m": 1.0
    },
    {
     "p": 0.04938969016075134,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.5699594020843506,
   "val_loss": 0.8805176019668579,
   "acc": 68.89,
   "time": 258.0537226529559,
   "param": [
    {
     "p": 0.08676308393478394,
     "m": 1.0
    },
    {
     "p": 0.04288063943386078,
     "m": 1.0
    },
    {
     "p": 0.08203207701444626,
     "m": 1.0
    },
    {
     "p": 0.06087639927864075,
     "m": 1.0
    },
    {
     "p": 0.0512627437710762,
     "m": 1.0
    },
    {
     "p": 0.03925479203462601,
     "m": 1.0
    },
    {
     "p": 0.06286938488483429,
     "m": 1.0
    },
    {
     "p": 0.09332627058029175,
     "m": 1.0
    },
    {
     "p": 0.0443289689719677,
     "m": 1.0
    },
    {
     "p": 0.0878644585609436,
     "m": 1.0
    },
    {
     "p": 0.08649376779794693,
     "m": 1.0
    },
    {
     "p": 0.08930274844169617,
     "m": 1.0
    },
    {
     "p": 0.10168392211198807,
     "m": 1.0
    },
    {
     "p": 0.07106068730354309,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.4937083721160889,
   "val_loss": 0.8552552461624146,
   "acc": 69.56,
   "time": 262.1209229029482,
   "param": [
    {
     "p": 0.09887783229351044,
     "m": 1.0
    },
    {
     "p": 0.03537922725081444,
     "m": 1.0
    },
    {
     "p": 0.05282953009009361,
     "m": 1.0
    },
    {
     "p": 0.04377269372344017,
     "m": 1.0
    },
    {
     "p": 0.06320368498563766,
     "m": 1.0
    },
    {
     "p": 0.0678708553314209,
     "m": 1.0
    },
    {
     "p": 0.08809781074523926,
     "m": 1.0
    },
    {
     "p": 0.0798540934920311,
     "m": 1.0
    },
    {
     "p": 0.068809375166893,
     "m": 1.0
    },
    {
     "p": 0.042620934545993805,
     "m": 1.0
    },
    {
     "p": 0.09379608184099197,
     "m": 1.0
    },
    {
     "p": 0.09478030353784561,
     "m": 1.0
    },
    {
     "p": 0.1103435531258583,
     "m": 1.0
    },
    {
     "p": 0.05976409837603569,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.5716333389282227,
   "val_loss": 0.9535958766937256,
   "acc": 70.02,
   "time": 262.36367746896576,
   "param": [
    {
     "p": 0.09706808626651764,
     "m": 1.0
    },
    {
     "p": 0.04474745690822601,
     "m": 1.0
    },
    {
     "p": 0.06707926094532013,
     "m": 1.0
    },
    {
     "p": 0.06653321534395218,
     "m": 1.0
    },
    {
     "p": 0.07408755272626877,
     "m": 1.0
    },
    {
     "p": 0.0006984515930525959,
     "m": 1.0
    },
    {
     "p": 0.08858400583267212,
     "m": 1.0
    },
    {
     "p": 0.11162947863340378,
     "m": 1.0
    },
    {
     "p": 0.07332877069711685,
     "m": 1.0
    },
    {
     "p": 0.06956527382135391,
     "m": 1.0
    },
    {
     "p": 0.09732669591903687,
     "m": 1.0
    },
    {
     "p": 0.07959482818841934,
     "m": 1.0
    },
    {
     "p": 0.06671840697526932,
     "m": 1.0
    },
    {
     "p": 0.06303856521844864,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.4673120975494385,
   "val_loss": 0.8844509124755859,
   "acc": 69.53,
   "time": 268.9170418800786,
   "param": [
    {
     "p": 0.09185928106307983,
     "m": 1.0
    },
    {
     "p": 0.04422083497047424,
     "m": 1.0
    },
    {
     "p": 0.07976654171943665,
     "m": 1.0
    },
    {
     "p": 0.08374964445829391,
     "m": 1.0
    },
    {
     "p": 0.04489752650260925,
     "m": 1.0
    },
    {
     "p": 0.07774230092763901,
     "m": 1.0
    },
    {
     "p": 0.0793171375989914,
     "m": 1.0
    },
    {
     "p": 0.06649986654520035,
     "m": 1.0
    },
    {
     "p": 0.0900048166513443,
     "m": 1.0
    },
    {
     "p": 0.060700275003910065,
     "m": 1.0
    },
    {
     "p": 0.09863333404064178,
     "m": 1.0
    },
    {
     "p": 0.04939541593194008,
     "m": 1.0
    },
    {
     "p": 0.07821037620306015,
     "m": 1.0
    },
    {
     "p": 0.055002596229314804,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.4754071235656738,
   "val_loss": 0.9057819843292236,
   "acc": 69.35,
   "time": 263.1331100859679,
   "param": [
    {
     "p": 0.08783231675624847,
     "m": 1.0
    },
    {
     "p": 0.05838875100016594,
     "m": 1.0
    },
    {
     "p": 0.06938090175390244,
     "m": 1.0
    },
    {
     "p": 0.07169230282306671,
     "m": 1.0
    },
    {
     "p": 0.03577317297458649,
     "m": 1.0
    },
    {
     "p": 0.0470472015440464,
     "m": 1.0
    },
    {
     "p": 0.07043808698654175,
     "m": 1.0
    },
    {
     "p": 0.05582313612103462,
     "m": 1.0
    },
    {
     "p": 0.12155429273843765,
     "m": 1.0
    },
    {
     "p": 0.0756051242351532,
     "m": 1.0
    },
    {
     "p": 0.08868451416492462,
     "m": 1.0
    },
    {
     "p": 0.11156526207923889,
     "m": 1.0
    },
    {
     "p": 0.06258413195610046,
     "m": 1.0
    },
    {
     "p": 0.04363078251481056,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.4739935398101807,
   "val_loss": 0.8846773505210876,
   "acc": 68.76,
   "time": 260.33981998998206,
   "param": [
    {
     "p": 0.07599137723445892,
     "m": 1.0
    },
    {
     "p": 0.05955398827791214,
     "m": 1.0
    },
    {
     "p": 0.07764234393835068,
     "m": 1.0
    },
    {
     "p": 0.0666545182466507,
     "m": 1.0
    },
    {
     "p": 0.057447079569101334,
     "m": 1.0
    },
    {
     "p": 0.03409913554787636,
     "m": 1.0
    },
    {
     "p": 0.0786357894539833,
     "m": 1.0
    },
    {
     "p": 0.04785086587071419,
     "m": 1.0
    },
    {
     "p": 0.09587462246417999,
     "m": 1.0
    },
    {
     "p": 0.0838310644030571,
     "m": 1.0
    },
    {
     "p": 0.10308431833982468,
     "m": 1.0
    },
    {
     "p": 0.06409049779176712,
     "m": 1.0
    },
    {
     "p": 0.09076520800590515,
     "m": 1.0
    },
    {
     "p": 0.06447908282279968,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 2.1160671710968018,
   "val_loss": 0.9734187722206116,
   "acc": 69.86,
   "time": 265.7109263630118,
   "param": [
    {
     "p": 0.0773775652050972,
     "m": 1.0
    },
    {
     "p": 0.03848021849989891,
     "m": 1.0
    },
    {
     "p": 0.0698433369398117,
     "m": 1.0
    },
    {
     "p": 0.08399108052253723,
     "m": 1.0
    },
    {
     "p": 0.03562091290950775,
     "m": 1.0
    },
    {
     "p": 0.052554596215486526,
     "m": 1.0
    },
    {
     "p": 0.07564610987901688,
     "m": 1.0
    },
    {
     "p": 0.08392743766307831,
     "m": 1.0
    },
    {
     "p": 0.0677371695637703,
     "m": 1.0
    },
    {
     "p": 0.09252673387527466,
     "m": 1.0
    },
    {
     "p": 0.05224064365029335,
     "m": 1.0
    },
    {
     "p": 0.11721231043338776,
     "m": 1.0
    },
    {
     "p": 0.08645214140415192,
     "m": 1.0
    },
    {
     "p": 0.06638971716165543,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.583099126815796,
   "val_loss": 0.8892816305160522,
   "acc": 68.9,
   "time": 268.5015352150658,
   "param": [
    {
     "p": 0.09758809208869934,
     "m": 1.0
    },
    {
     "p": 0.04418186843395233,
     "m": 1.0
    },
    {
     "p": 0.07172241061925888,
     "m": 1.0
    },
    {
     "p": 0.07787150144577026,
     "m": 1.0
    },
    {
     "p": 0.07579591870307922,
     "m": 1.0
    },
    {
     "p": 0.047731801867485046,
     "m": 1.0
    },
    {
     "p": 0.0503462553024292,
     "m": 1.0
    },
    {
     "p": 0.0767870768904686,
     "m": 1.0
    },
    {
     "p": 0.0767408087849617,
     "m": 1.0
    },
    {
     "p": 0.08042651414871216,
     "m": 1.0
    },
    {
     "p": 0.10709737986326218,
     "m": 1.0
    },
    {
     "p": 0.07168066501617432,
     "m": 1.0
    },
    {
     "p": 0.07832982391119003,
     "m": 1.0
    },
    {
     "p": 0.04369998350739479,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.302379846572876,
   "val_loss": 1.0311182737350464,
   "acc": 68.8,
   "time": 263.5904039600864,
   "param": [
    {
     "p": 0.07665432244539261,
     "m": 1.0
    },
    {
     "p": 0.04535822570323944,
     "m": 1.0
    },
    {
     "p": 0.08824284374713898,
     "m": 1.0
    },
    {
     "p": 0.029794663190841675,
     "m": 1.0
    },
    {
     "p": 0.05667509138584137,
     "m": 1.0
    },
    {
     "p": 0.03421981260180473,
     "m": 1.0
    },
    {
     "p": 0.0595531165599823,
     "m": 1.0
    },
    {
     "p": 0.0963132455945015,
     "m": 1.0
    },
    {
     "p": 0.06477701663970947,
     "m": 1.0
    },
    {
     "p": 0.08810431510210037,
     "m": 1.0
    },
    {
     "p": 0.09725739061832428,
     "m": 1.0
    },
    {
     "p": 0.10477666556835175,
     "m": 1.0
    },
    {
     "p": 0.11332237720489502,
     "m": 1.0
    },
    {
     "p": 0.044950902462005615,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.5659029483795166,
   "val_loss": 0.907518208026886,
   "acc": 68.79,
   "time": 258.53179536992684,
   "param": [
    {
     "p": 0.10427672415971756,
     "m": 1.0
    },
    {
     "p": 0.05410565808415413,
     "m": 1.0
    },
    {
     "p": 0.054058365523815155,
     "m": 1.0
    },
    {
     "p": 0.07828149944543839,
     "m": 1.0
    },
    {
     "p": 0.06833111494779587,
     "m": 1.0
    },
    {
     "p": 0.05785630643367767,
     "m": 1.0
    },
    {
     "p": 0.06800142675638199,
     "m": 1.0
    },
    {
     "p": 0.07482334971427917,
     "m": 1.0
    },
    {
     "p": 0.0804617777466774,
     "m": 1.0
    },
    {
     "p": 0.08108468353748322,
     "m": 1.0
    },
    {
     "p": 0.09651783108711243,
     "m": 1.0
    },
    {
     "p": 0.05928058177232742,
     "m": 1.0
    },
    {
     "p": 0.06856300681829453,
     "m": 1.0
    },
    {
     "p": 0.054357584565877914,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.8836008310317993,
   "val_loss": 1.043969750404358,
   "acc": 69.11,
   "time": 267.89255868899636,
   "param": [
    {
     "p": 0.08154760301113129,
     "m": 1.0
    },
    {
     "p": 0.0114712193608284,
     "m": 1.0
    },
    {
     "p": 0.0882246270775795,
     "m": 1.0
    },
    {
     "p": 0.08207044005393982,
     "m": 1.0
    },
    {
     "p": 0.034614212810993195,
     "m": 1.0
    },
    {
     "p": 0.06834518164396286,
     "m": 1.0
    },
    {
     "p": 0.09671089053153992,
     "m": 1.0
    },
    {
     "p": 0.07849223166704178,
     "m": 1.0
    },
    {
     "p": 0.07195969671010971,
     "m": 1.0
    },
    {
     "p": 0.067365363240242,
     "m": 1.0
    },
    {
     "p": 0.07277414202690125,
     "m": 1.0
    },
    {
     "p": 0.101462222635746,
     "m": 1.0
    },
    {
     "p": 0.09847614169120789,
     "m": 1.0
    },
    {
     "p": 0.04648604243993759,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.7898890972137451,
   "val_loss": 0.9160516262054443,
   "acc": 70.13,
   "time": 262.64368523901794,
   "param": [
    {
     "p": 0.10308855026960373,
     "m": 1.0
    },
    {
     "p": 0.06439841538667679,
     "m": 1.0
    },
    {
     "p": 0.10723362863063812,
     "m": 1.0
    },
    {
     "p": 0.04475942999124527,
     "m": 1.0
    },
    {
     "p": 0.06244807690382004,
     "m": 1.0
    },
    {
     "p": 0.011081608943641186,
     "m": 1.0
    },
    {
     "p": 0.0691937804222107,
     "m": 1.0
    },
    {
     "p": 0.08270685374736786,
     "m": 1.0
    },
    {
     "p": 0.06892316043376923,
     "m": 1.0
    },
    {
     "p": 0.09416863322257996,
     "m": 1.0
    },
    {
     "p": 0.0816197320818901,
     "m": 1.0
    },
    {
     "p": 0.08591596782207489,
     "m": 1.0
    },
    {
     "p": 0.07921072840690613,
     "m": 1.0
    },
    {
     "p": 0.04525144025683403,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.6511372327804565,
   "val_loss": 0.9930201172828674,
   "acc": 69.87,
   "time": 260.5133702440653,
   "param": [
    {
     "p": 0.09735476970672607,
     "m": 1.0
    },
    {
     "p": 0.0473652258515358,
     "m": 1.0
    },
    {
     "p": 0.07475487142801285,
     "m": 1.0
    },
    {
     "p": 0.04769740253686905,
     "m": 1.0
    },
    {
     "p": 0.061447128653526306,
     "m": 1.0
    },
    {
     "p": 0.019363606348633766,
     "m": 1.0
    },
    {
     "p": 0.08850639313459396,
     "m": 1.0
    },
    {
     "p": 0.06046898663043976,
     "m": 1.0
    },
    {
     "p": 0.07190388441085815,
     "m": 1.0
    },
    {
     "p": 0.07289943844079971,
     "m": 1.0
    },
    {
     "p": 0.1128285601735115,
     "m": 1.0
    },
    {
     "p": 0.0966813862323761,
     "m": 1.0
    },
    {
     "p": 0.09117957949638367,
     "m": 1.0
    },
    {
     "p": 0.05754882097244263,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.8518528938293457,
   "val_loss": 1.0349326133728027,
   "acc": 68.05,
   "time": 263.406550175976,
   "param": [
    {
     "p": 0.06143535301089287,
     "m": 1.0
    },
    {
     "p": 0.05572053790092468,
     "m": 1.0
    },
    {
     "p": 0.08644767850637436,
     "m": 1.0
    },
    {
     "p": 0.08115249872207642,
     "m": 1.0
    },
    {
     "p": 0.01411667000502348,
     "m": 1.0
    },
    {
     "p": 0.0453256294131279,
     "m": 1.0
    },
    {
     "p": 0.09152057766914368,
     "m": 1.0
    },
    {
     "p": 0.08106588572263718,
     "m": 1.0
    },
    {
     "p": 0.05098389461636543,
     "m": 1.0
    },
    {
     "p": 0.09562491625547409,
     "m": 1.0
    },
    {
     "p": 0.0785675048828125,
     "m": 1.0
    },
    {
     "p": 0.09442729502916336,
     "m": 1.0
    },
    {
     "p": 0.10152406990528107,
     "m": 1.0
    },
    {
     "p": 0.06208750605583191,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.5292547941207886,
   "val_loss": 0.9781989455223083,
   "acc": 70.56,
   "time": 255.50136009894777,
   "param": [
    {
     "p": 0.07920467853546143,
     "m": 1.0
    },
    {
     "p": 0.03067491576075554,
     "m": 1.0
    },
    {
     "p": 0.09970559924840927,
     "m": 1.0
    },
    {
     "p": 0.06102820485830307,
     "m": 1.0
    },
    {
     "p": 0.03210098668932915,
     "m": 1.0
    },
    {
     "p": 0.0672425925731659,
     "m": 1.0
    },
    {
     "p": 0.06424997001886368,
     "m": 1.0
    },
    {
     "p": 0.09779325127601624,
     "m": 1.0
    },
    {
     "p": 0.05787310376763344,
     "m": 1.0
    },
    {
     "p": 0.08495551347732544,
     "m": 1.0
    },
    {
     "p": 0.07628073543310165,
     "m": 1.0
    },
    {
     "p": 0.0769074484705925,
     "m": 1.0
    },
    {
     "p": 0.08520685136318207,
     "m": 1.0
    },
    {
     "p": 0.08677618205547333,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.4845167398452759,
   "val_loss": 0.9719952344894409,
   "acc": 69.21,
   "time": 255.26608564099297,
   "param": [
    {
     "p": 0.06067226082086563,
     "m": 1.0
    },
    {
     "p": 0.06458847224712372,
     "m": 1.0
    },
    {
     "p": 0.0952974259853363,
     "m": 1.0
    },
    {
     "p": 0.08485190570354462,
     "m": 1.0
    },
    {
     "p": 0.04796953126788139,
     "m": 1.0
    },
    {
     "p": 0.03266531601548195,
     "m": 1.0
    },
    {
     "p": 0.09050150960683823,
     "m": 1.0
    },
    {
     "p": 0.029460910707712173,
     "m": 1.0
    },
    {
     "p": 0.07833772897720337,
     "m": 1.0
    },
    {
     "p": 0.07119106501340866,
     "m": 1.0
    },
    {
     "p": 0.0912933349609375,
     "m": 1.0
    },
    {
     "p": 0.07961618155241013,
     "m": 1.0
    },
    {
     "p": 0.10842225700616837,
     "m": 1.0
    },
    {
     "p": 0.06513219326734543,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.7326096296310425,
   "val_loss": 0.7805538177490234,
   "acc": 69.64,
   "time": 257.5728116489481,
   "param": [
    {
     "p": 0.10285290330648422,
     "m": 1.0
    },
    {
     "p": 0.054387692362070084,
     "m": 1.0
    },
    {
     "p": 0.09830944985151291,
     "m": 1.0
    },
    {
     "p": 0.06825235486030579,
     "m": 1.0
    },
    {
     "p": 0.038525257259607315,
     "m": 1.0
    },
    {
     "p": 0.005849075503647327,
     "m": 1.0
    },
    {
     "p": 0.09258545935153961,
     "m": 1.0
    },
    {
     "p": 0.06188977509737015,
     "m": 1.0
    },
    {
     "p": 0.08360599726438522,
     "m": 1.0
    },
    {
     "p": 0.06716960668563843,
     "m": 1.0
    },
    {
     "p": 0.072498619556427,
     "m": 1.0
    },
    {
     "p": 0.1142958551645279,
     "m": 1.0
    },
    {
     "p": 0.06945017725229263,
     "m": 1.0
    },
    {
     "p": 0.07032770663499832,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.4478048086166382,
   "val_loss": 0.8488803505897522,
   "acc": 70.31,
   "time": 263.042883894057,
   "param": [
    {
     "p": 0.10053762793540955,
     "m": 1.0
    },
    {
     "p": 0.04393333941698074,
     "m": 1.0
    },
    {
     "p": 0.07782164961099625,
     "m": 1.0
    },
    {
     "p": 0.06434102356433868,
     "m": 1.0
    },
    {
     "p": 0.04770024120807648,
     "m": 1.0
    },
    {
     "p": 0.04070666432380676,
     "m": 1.0
    },
    {
     "p": 0.06295749545097351,
     "m": 1.0
    },
    {
     "p": 0.09705639630556107,
     "m": 1.0
    },
    {
     "p": 0.08571915328502655,
     "m": 1.0
    },
    {
     "p": 0.061201248317956924,
     "m": 1.0
    },
    {
     "p": 0.07881727814674377,
     "m": 1.0
    },
    {
     "p": 0.08067657798528671,
     "m": 1.0
    },
    {
     "p": 0.0945555567741394,
     "m": 1.0
    },
    {
     "p": 0.06397576630115509,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.5736021995544434,
   "val_loss": 0.9466397166252136,
   "acc": 69.2,
   "time": 259.32041905191727,
   "param": [
    {
     "p": 0.09902559220790863,
     "m": 1.0
    },
    {
     "p": 0.0447055958211422,
     "m": 1.0
    },
    {
     "p": 0.11727043241262436,
     "m": 1.0
    },
    {
     "p": 0.10294182598590851,
     "m": 1.0
    },
    {
     "p": 0.01923839934170246,
     "m": 1.0
    },
    {
     "p": 0.029817650094628334,
     "m": 1.0
    },
    {
     "p": 0.07804784178733826,
     "m": 1.0
    },
    {
     "p": 0.07344383001327515,
     "m": 1.0
    },
    {
     "p": 0.07455630600452423,
     "m": 1.0
    },
    {
     "p": 0.09040994197130203,
     "m": 1.0
    },
    {
     "p": 0.05582127720117569,
     "m": 1.0
    },
    {
     "p": 0.06340350210666656,
     "m": 1.0
    },
    {
     "p": 0.10192612558603287,
     "m": 1.0
    },
    {
     "p": 0.049391601234674454,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.4997776746749878,
   "val_loss": 0.8579013347625732,
   "acc": 70.28,
   "time": 273.11037962301634,
   "param": [
    {
     "p": 0.09324205666780472,
     "m": 1.0
    },
    {
     "p": 0.041949354112148285,
     "m": 1.0
    },
    {
     "p": 0.07726961374282837,
     "m": 1.0
    },
    {
     "p": 0.08210626989603043,
     "m": 1.0
    },
    {
     "p": 0.030100466683506966,
     "m": 1.0
    },
    {
     "p": 0.061592474579811096,
     "m": 1.0
    },
    {
     "p": 0.07076722383499146,
     "m": 1.0
    },
    {
     "p": 0.061136651784181595,
     "m": 1.0
    },
    {
     "p": 0.07574731856584549,
     "m": 1.0
    },
    {
     "p": 0.0979476124048233,
     "m": 1.0
    },
    {
     "p": 0.07661724835634232,
     "m": 1.0
    },
    {
     "p": 0.06402875483036041,
     "m": 1.0
    },
    {
     "p": 0.08373582363128662,
     "m": 1.0
    },
    {
     "p": 0.08375903218984604,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.3722755908966064,
   "val_loss": 0.7280483245849609,
   "acc": 70.43,
   "time": 257.6577274360461,
   "param": [
    {
     "p": 0.07849594205617905,
     "m": 1.0
    },
    {
     "p": 0.047026634216308594,
     "m": 1.0
    },
    {
     "p": 0.07416065782308578,
     "m": 1.0
    },
    {
     "p": 0.09890757501125336,
     "m": 1.0
    },
    {
     "p": 0.040332112461328506,
     "m": 1.0
    },
    {
     "p": 0.02503625676035881,
     "m": 1.0
    },
    {
     "p": 0.08384404331445694,
     "m": 1.0
    },
    {
     "p": 0.06725762039422989,
     "m": 1.0
    },
    {
     "p": 0.06244496628642082,
     "m": 1.0
    },
    {
     "p": 0.08008040487766266,
     "m": 1.0
    },
    {
     "p": 0.0810706615447998,
     "m": 1.0
    },
    {
     "p": 0.08760025352239609,
     "m": 1.0
    },
    {
     "p": 0.09146226942539215,
     "m": 1.0
    },
    {
     "p": 0.08228063583374023,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.329418659210205,
   "val_loss": 0.8250601291656494,
   "acc": 70.64,
   "time": 258.99496062402613,
   "param": [
    {
     "p": 0.08622957766056061,
     "m": 1.0
    },
    {
     "p": 0.042256880551576614,
     "m": 1.0
    },
    {
     "p": 0.09690301865339279,
     "m": 1.0
    },
    {
     "p": 0.0653596818447113,
     "m": 1.0
    },
    {
     "p": 0.05770228058099747,
     "m": 1.0
    },
    {
     "p": 0.05565562844276428,
     "m": 1.0
    },
    {
     "p": 0.0723831057548523,
     "m": 1.0
    },
    {
     "p": 0.0696026012301445,
     "m": 1.0
    },
    {
     "p": 0.062456704676151276,
     "m": 1.0
    },
    {
     "p": 0.08367251604795456,
     "m": 1.0
    },
    {
     "p": 0.07759642601013184,
     "m": 1.0
    },
    {
     "p": 0.056090354919433594,
     "m": 1.0
    },
    {
     "p": 0.09883151203393936,
     "m": 1.0
    },
    {
     "p": 0.07525966316461563,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.3009006977081299,
   "val_loss": 0.7966557145118713,
   "acc": 71.15,
   "time": 263.8113619029755,
   "param": [
    {
     "p": 0.08674240857362747,
     "m": 1.0
    },
    {
     "p": 0.032789647579193115,
     "m": 1.0
    },
    {
     "p": 0.09470163285732269,
     "m": 1.0
    },
    {
     "p": 0.055600352585315704,
     "m": 1.0
    },
    {
     "p": 0.044075705111026764,
     "m": 1.0
    },
    {
     "p": 0.03540901839733124,
     "m": 1.0
    },
    {
     "p": 0.06431607156991959,
     "m": 1.0
    },
    {
     "p": 0.10918216407299042,
     "m": 1.0
    },
    {
     "p": 0.07713338732719421,
     "m": 1.0
    },
    {
     "p": 0.07640386372804642,
     "m": 1.0
    },
    {
     "p": 0.09820692241191864,
     "m": 1.0
    },
    {
     "p": 0.09737449884414673,
     "m": 1.0
    },
    {
     "p": 0.07802360504865646,
     "m": 1.0
    },
    {
     "p": 0.05004066601395607,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.2586511373519897,
   "val_loss": 0.840914785861969,
   "acc": 70.31,
   "time": 253.20608133496717,
   "param": [
    {
     "p": 0.07668968290090561,
     "m": 1.0
    },
    {
     "p": 0.04552425816655159,
     "m": 1.0
    },
    {
     "p": 0.0885205939412117,
     "m": 1.0
    },
    {
     "p": 0.07002915441989899,
     "m": 1.0
    },
    {
     "p": 0.0432160459458828,
     "m": 1.0
    },
    {
     "p": 0.056922849267721176,
     "m": 1.0
    },
    {
     "p": 0.06004776060581207,
     "m": 1.0
    },
    {
     "p": 0.05883936956524849,
     "m": 1.0
    },
    {
     "p": 0.09646189957857132,
     "m": 1.0
    },
    {
     "p": 0.08594067394733429,
     "m": 1.0
    },
    {
     "p": 0.0919206365942955,
     "m": 1.0
    },
    {
     "p": 0.10960207879543304,
     "m": 1.0
    },
    {
     "p": 0.07777568697929382,
     "m": 1.0
    },
    {
     "p": 0.03850949555635452,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.720228672027588,
   "val_loss": 0.8539201021194458,
   "acc": 70.99,
   "time": 265.1633927830262,
   "param": [
    {
     "p": 0.11056018620729446,
     "m": 1.0
    },
    {
     "p": 0.034437187016010284,
     "m": 1.0
    },
    {
     "p": 0.08290138095617294,
     "m": 1.0
    },
    {
     "p": 0.07898326218128204,
     "m": 1.0
    },
    {
     "p": 0.06653972715139389,
     "m": 1.0
    },
    {
     "p": 0.051862649619579315,
     "m": 1.0
    },
    {
     "p": 0.07699469476938248,
     "m": 1.0
    },
    {
     "p": 0.06560134142637253,
     "m": 1.0
    },
    {
     "p": 0.06176794320344925,
     "m": 1.0
    },
    {
     "p": 0.07366873323917389,
     "m": 1.0
    },
    {
     "p": 0.08956220746040344,
     "m": 1.0
    },
    {
     "p": 0.08180654793977737,
     "m": 1.0
    },
    {
     "p": 0.07778214663267136,
     "m": 1.0
    },
    {
     "p": 0.04753201827406883,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.5041263103485107,
   "val_loss": 0.7514315843582153,
   "acc": 71.36,
   "time": 258.5000017619459,
   "param": [
    {
     "p": 0.11366263777017593,
     "m": 1.0
    },
    {
     "p": 0.0006723675178363919,
     "m": 1.0
    },
    {
     "p": 0.05676400661468506,
     "m": 1.0
    },
    {
     "p": 0.055785056203603745,
     "m": 1.0
    },
    {
     "p": 0.06585701555013657,
     "m": 1.0
    },
    {
     "p": 0.046426624059677124,
     "m": 1.0
    },
    {
     "p": 0.07200264930725098,
     "m": 1.0
    },
    {
     "p": 0.09820269793272018,
     "m": 1.0
    },
    {
     "p": 0.08385492116212845,
     "m": 1.0
    },
    {
     "p": 0.07897183299064636,
     "m": 1.0
    },
    {
     "p": 0.069310262799263,
     "m": 1.0
    },
    {
     "p": 0.0976356565952301,
     "m": 1.0
    },
    {
     "p": 0.08416657149791718,
     "m": 1.0
    },
    {
     "p": 0.07668767124414444,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.4885523319244385,
   "val_loss": 1.0093210935592651,
   "acc": 70.68,
   "time": 267.2239659599727,
   "param": [
    {
     "p": 0.09510370343923569,
     "m": 1.0
    },
    {
     "p": 0.0371265672147274,
     "m": 1.0
    },
    {
     "p": 0.07408233731985092,
     "m": 1.0
    },
    {
     "p": 0.07689308375120163,
     "m": 1.0
    },
    {
     "p": 0.044041708111763,
     "m": 1.0
    },
    {
     "p": 0.04602581262588501,
     "m": 1.0
    },
    {
     "p": 0.08597426861524582,
     "m": 1.0
    },
    {
     "p": 0.09834397584199905,
     "m": 1.0
    },
    {
     "p": 0.06807515770196915,
     "m": 1.0
    },
    {
     "p": 0.08345942944288254,
     "m": 1.0
    },
    {
     "p": 0.06977245956659317,
     "m": 1.0
    },
    {
     "p": 0.08740123361349106,
     "m": 1.0
    },
    {
     "p": 0.09057390689849854,
     "m": 1.0
    },
    {
     "p": 0.04312639310956001,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.4478257894515991,
   "val_loss": 0.7626572251319885,
   "acc": 70.68,
   "time": 264.2097110779723,
   "param": [
    {
     "p": 0.0681450366973877,
     "m": 1.0
    },
    {
     "p": 0.04060255363583565,
     "m": 1.0
    },
    {
     "p": 0.07944449782371521,
     "m": 1.0
    },
    {
     "p": 0.06907081604003906,
     "m": 1.0
    },
    {
     "p": 0.06350593268871307,
     "m": 1.0
    },
    {
     "p": 0.05114809051156044,
     "m": 1.0
    },
    {
     "p": 0.07910958677530289,
     "m": 1.0
    },
    {
     "p": 0.08790323138237,
     "m": 1.0
    },
    {
     "p": 0.08561956137418747,
     "m": 1.0
    },
    {
     "p": 0.06680626422166824,
     "m": 1.0
    },
    {
     "p": 0.07728031277656555,
     "m": 1.0
    },
    {
     "p": 0.058711983263492584,
     "m": 1.0
    },
    {
     "p": 0.09418860822916031,
     "m": 1.0
    },
    {
     "p": 0.07846350967884064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.729758381843567,
   "val_loss": 0.8365514874458313,
   "acc": 70.89,
   "time": 259.34082269400824,
   "param": [
    {
     "p": 0.07111869752407074,
     "m": 1.0
    },
    {
     "p": 0.07333475351333618,
     "m": 1.0
    },
    {
     "p": 0.08251523226499557,
     "m": 1.0
    },
    {
     "p": 0.04620937630534172,
     "m": 1.0
    },
    {
     "p": 0.07729793339967728,
     "m": 1.0
    },
    {
     "p": 0.050180815160274506,
     "m": 1.0
    },
    {
     "p": 0.06766568124294281,
     "m": 1.0
    },
    {
     "p": 0.07311709225177765,
     "m": 1.0
    },
    {
     "p": 0.08692408353090286,
     "m": 1.0
    },
    {
     "p": 0.05297272652387619,
     "m": 1.0
    },
    {
     "p": 0.08950922638177872,
     "m": 1.0
    },
    {
     "p": 0.07529735565185547,
     "m": 1.0
    },
    {
     "p": 0.09873151779174805,
     "m": 1.0
    },
    {
     "p": 0.055125605314970016,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.2827726602554321,
   "val_loss": 0.7277116179466248,
   "acc": 71.29,
   "time": 257.20683076092973,
   "param": [
    {
     "p": 0.08394762873649597,
     "m": 1.0
    },
    {
     "p": 0.04849579930305481,
     "m": 1.0
    },
    {
     "p": 0.04081761837005615,
     "m": 1.0
    },
    {
     "p": 0.0803375318646431,
     "m": 1.0
    },
    {
     "p": 0.0667046383023262,
     "m": 1.0
    },
    {
     "p": 0.06139839068055153,
     "m": 1.0
    },
    {
     "p": 0.05124650150537491,
     "m": 1.0
    },
    {
     "p": 0.08737314492464066,
     "m": 1.0
    },
    {
     "p": 0.08138569444417953,
     "m": 1.0
    },
    {
     "p": 0.09517364948987961,
     "m": 1.0
    },
    {
     "p": 0.07825439423322678,
     "m": 1.0
    },
    {
     "p": 0.05698852613568306,
     "m": 1.0
    },
    {
     "p": 0.10423623770475388,
     "m": 1.0
    },
    {
     "p": 0.06364024430513382,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.1727490425109863,
   "val_loss": 0.8271681666374207,
   "acc": 71.16,
   "time": 251.4274837799603,
   "param": [
    {
     "p": 0.08440878242254257,
     "m": 1.0
    },
    {
     "p": 0.04532461240887642,
     "m": 1.0
    },
    {
     "p": 0.1034695953130722,
     "m": 1.0
    },
    {
     "p": 0.06298500299453735,
     "m": 1.0
    },
    {
     "p": 0.06793557107448578,
     "m": 1.0
    },
    {
     "p": 0.02755221724510193,
     "m": 1.0
    },
    {
     "p": 0.10580158978700638,
     "m": 1.0
    },
    {
     "p": 0.07800333946943283,
     "m": 1.0
    },
    {
     "p": 0.06459140032529831,
     "m": 1.0
    },
    {
     "p": 0.07987934350967407,
     "m": 1.0
    },
    {
     "p": 0.09142784029245377,
     "m": 1.0
    },
    {
     "p": 0.06737595796585083,
     "m": 1.0
    },
    {
     "p": 0.0777759850025177,
     "m": 1.0
    },
    {
     "p": 0.043468672782182693,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.2884938716888428,
   "val_loss": 0.8762143850326538,
   "acc": 71.74,
   "time": 262.7709476290038,
   "param": [
    {
     "p": 0.08269014209508896,
     "m": 1.0
    },
    {
     "p": 0.06230926513671875,
     "m": 1.0
    },
    {
     "p": 0.09611935168504715,
     "m": 1.0
    },
    {
     "p": 0.06112193316221237,
     "m": 1.0
    },
    {
     "p": 0.015464290976524353,
     "m": 1.0
    },
    {
     "p": 0.036175474524497986,
     "m": 1.0
    },
    {
     "p": 0.07732227444648743,
     "m": 1.0
    },
    {
     "p": 0.05097508057951927,
     "m": 1.0
    },
    {
     "p": 0.11335080862045288,
     "m": 1.0
    },
    {
     "p": 0.09789424389600754,
     "m": 1.0
    },
    {
     "p": 0.06500420719385147,
     "m": 1.0
    },
    {
     "p": 0.09260187298059464,
     "m": 1.0
    },
    {
     "p": 0.08178221434354782,
     "m": 1.0
    },
    {
     "p": 0.06718887388706207,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.1579744815826416,
   "val_loss": 0.8107441663742065,
   "acc": 70.1,
   "time": 252.18061547901016,
   "param": [
    {
     "p": 0.06780622154474258,
     "m": 1.0
    },
    {
     "p": 0.031084001064300537,
     "m": 1.0
    },
    {
     "p": 0.08878663182258606,
     "m": 1.0
    },
    {
     "p": 0.07742580026388168,
     "m": 1.0
    },
    {
     "p": 0.05350664630532265,
     "m": 1.0
    },
    {
     "p": 0.020770525559782982,
     "m": 1.0
    },
    {
     "p": 0.07456633448600769,
     "m": 1.0
    },
    {
     "p": 0.10304825007915497,
     "m": 1.0
    },
    {
     "p": 0.08006009459495544,
     "m": 1.0
    },
    {
     "p": 0.06477190554141998,
     "m": 1.0
    },
    {
     "p": 0.0666334480047226,
     "m": 1.0
    },
    {
     "p": 0.10645489394664764,
     "m": 1.0
    },
    {
     "p": 0.08227083086967468,
     "m": 1.0
    },
    {
     "p": 0.08281450718641281,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.4203228950500488,
   "val_loss": 0.8393513560295105,
   "acc": 71.1,
   "time": 253.88865593692753,
   "param": [
    {
     "p": 0.09878921508789062,
     "m": 1.0
    },
    {
     "p": 0.07055079191923141,
     "m": 1.0
    },
    {
     "p": 0.05527336895465851,
     "m": 1.0
    },
    {
     "p": 0.0496332049369812,
     "m": 1.0
    },
    {
     "p": 0.033503130078315735,
     "m": 1.0
    },
    {
     "p": 0.031887203454971313,
     "m": 1.0
    },
    {
     "p": 0.09674828499555588,
     "m": 1.0
    },
    {
     "p": 0.08730684220790863,
     "m": 1.0
    },
    {
     "p": 0.10858539491891861,
     "m": 1.0
    },
    {
     "p": 0.06623511016368866,
     "m": 1.0
    },
    {
     "p": 0.09849447757005692,
     "m": 1.0
    },
    {
     "p": 0.04263531416654587,
     "m": 1.0
    },
    {
     "p": 0.0956338495016098,
     "m": 1.0
    },
    {
     "p": 0.06472378224134445,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.7949918508529663,
   "val_loss": 0.8180668950080872,
   "acc": 71.31,
   "time": 262.7315094390651,
   "param": [
    {
     "p": 0.09846939146518707,
     "m": 1.0
    },
    {
     "p": 0.03496489301323891,
     "m": 1.0
    },
    {
     "p": 0.07552188634872437,
     "m": 1.0
    },
    {
     "p": 0.0798230916261673,
     "m": 1.0
    },
    {
     "p": 0.06368474662303925,
     "m": 1.0
    },
    {
     "p": 0.06320514529943466,
     "m": 1.0
    },
    {
     "p": 0.07111664861440659,
     "m": 1.0
    },
    {
     "p": 0.09168799221515656,
     "m": 1.0
    },
    {
     "p": 0.05817357078194618,
     "m": 1.0
    },
    {
     "p": 0.06451402604579926,
     "m": 1.0
    },
    {
     "p": 0.06796925514936447,
     "m": 1.0
    },
    {
     "p": 0.07226749509572983,
     "m": 1.0
    },
    {
     "p": 0.07272928953170776,
     "m": 1.0
    },
    {
     "p": 0.08587247878313065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.0912774801254272,
   "val_loss": 0.9604280591011047,
   "acc": 71.4,
   "time": 268.5892203999683,
   "param": [
    {
     "p": 0.09265609830617905,
     "m": 1.0
    },
    {
     "p": 0.06471437960863113,
     "m": 1.0
    },
    {
     "p": 0.09279382973909378,
     "m": 1.0
    },
    {
     "p": 0.051104605197906494,
     "m": 1.0
    },
    {
     "p": 0.07096298784017563,
     "m": 1.0
    },
    {
     "p": 0.05982593446969986,
     "m": 1.0
    },
    {
     "p": 0.06917937099933624,
     "m": 1.0
    },
    {
     "p": 0.05480312183499336,
     "m": 1.0
    },
    {
     "p": 0.06248863786458969,
     "m": 1.0
    },
    {
     "p": 0.08015710860490799,
     "m": 1.0
    },
    {
     "p": 0.0944250226020813,
     "m": 1.0
    },
    {
     "p": 0.07326430082321167,
     "m": 1.0
    },
    {
     "p": 0.07818148285150528,
     "m": 1.0
    },
    {
     "p": 0.055443160235881805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.1908633708953857,
   "val_loss": 0.7323559522628784,
   "acc": 71.49,
   "time": 255.37842764297966,
   "param": [
    {
     "p": 0.06960251182317734,
     "m": 1.0
    },
    {
     "p": 0.031902287155389786,
     "m": 1.0
    },
    {
     "p": 0.10975871980190277,
     "m": 1.0
    },
    {
     "p": 0.06615038216114044,
     "m": 1.0
    },
    {
     "p": 0.05727647989988327,
     "m": 1.0
    },
    {
     "p": 0.07349923253059387,
     "m": 1.0
    },
    {
     "p": 0.07726205140352249,
     "m": 1.0
    },
    {
     "p": 0.042703159153461456,
     "m": 1.0
    },
    {
     "p": 0.06734669208526611,
     "m": 1.0
    },
    {
     "p": 0.08684196323156357,
     "m": 1.0
    },
    {
     "p": 0.08842934668064117,
     "m": 1.0
    },
    {
     "p": 0.06721565872430801,
     "m": 1.0
    },
    {
     "p": 0.1041044145822525,
     "m": 1.0
    },
    {
     "p": 0.057907164096832275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.8877204656600952,
   "val_loss": 0.9827872514724731,
   "acc": 71.27,
   "time": 263.8872339599766,
   "param": [
    {
     "p": 0.06535100191831589,
     "m": 1.0
    },
    {
     "p": 0.039936598390340805,
     "m": 1.0
    },
    {
     "p": 0.10472555458545685,
     "m": 1.0
    },
    {
     "p": 0.09580910205841064,
     "m": 1.0
    },
    {
     "p": 0.05709824338555336,
     "m": 1.0
    },
    {
     "p": 0.05182713642716408,
     "m": 1.0
    },
    {
     "p": 0.07496120035648346,
     "m": 1.0
    },
    {
     "p": 0.06813178211450577,
     "m": 1.0
    },
    {
     "p": 0.058890052139759064,
     "m": 1.0
    },
    {
     "p": 0.07030370831489563,
     "m": 1.0
    },
    {
     "p": 0.05856030806899071,
     "m": 1.0
    },
    {
     "p": 0.08355340361595154,
     "m": 1.0
    },
    {
     "p": 0.10473182052373886,
     "m": 1.0
    },
    {
     "p": 0.06612006574869156,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.594454050064087,
   "val_loss": 0.9347286820411682,
   "acc": 70.52,
   "time": 259.2782627660781,
   "param": [
    {
     "p": 0.0780399963259697,
     "m": 1.0
    },
    {
     "p": 0.04716085270047188,
     "m": 1.0
    },
    {
     "p": 0.10109317302703857,
     "m": 1.0
    },
    {
     "p": 0.06346133351325989,
     "m": 1.0
    },
    {
     "p": 0.06630615144968033,
     "m": 1.0
    },
    {
     "p": 0.04027162119746208,
     "m": 1.0
    },
    {
     "p": 0.061945293098688126,
     "m": 1.0
    },
    {
     "p": 0.06546486914157867,
     "m": 1.0
    },
    {
     "p": 0.05934838950634003,
     "m": 1.0
    },
    {
     "p": 0.07241640985012054,
     "m": 1.0
    },
    {
     "p": 0.07652492821216583,
     "m": 1.0
    },
    {
     "p": 0.11200416088104248,
     "m": 1.0
    },
    {
     "p": 0.08699142187833786,
     "m": 1.0
    },
    {
     "p": 0.06897139549255371,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.3768072128295898,
   "val_loss": 0.7997006773948669,
   "acc": 70.76,
   "time": 257.41697860404383,
   "param": [
    {
     "p": 0.08100277930498123,
     "m": 1.0
    },
    {
     "p": 0.05744839832186699,
     "m": 1.0
    },
    {
     "p": 0.07697000354528427,
     "m": 1.0
    },
    {
     "p": 0.06023688614368439,
     "m": 1.0
    },
    {
     "p": 0.08505266159772873,
     "m": 1.0
    },
    {
     "p": 0.01529455091804266,
     "m": 1.0
    },
    {
     "p": 0.028268124908208847,
     "m": 1.0
    },
    {
     "p": 0.09634284675121307,
     "m": 1.0
    },
    {
     "p": 0.08414879441261292,
     "m": 1.0
    },
    {
     "p": 0.07199467718601227,
     "m": 1.0
    },
    {
     "p": 0.10941233485937119,
     "m": 1.0
    },
    {
     "p": 0.08156595379114151,
     "m": 1.0
    },
    {
     "p": 0.09857778251171112,
     "m": 1.0
    },
    {
     "p": 0.05368417873978615,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.189015507698059,
   "val_loss": 0.7982130646705627,
   "acc": 71.13,
   "time": 279.53027791599743,
   "param": [
    {
     "p": 0.09267625957727432,
     "m": 1.0
    },
    {
     "p": 0.05625876039266586,
     "m": 1.0
    },
    {
     "p": 0.08739699423313141,
     "m": 1.0
    },
    {
     "p": 0.06840380281209946,
     "m": 1.0
    },
    {
     "p": 0.04772934690117836,
     "m": 1.0
    },
    {
     "p": 0.04771699756383896,
     "m": 1.0
    },
    {
     "p": 0.08884555846452713,
     "m": 1.0
    },
    {
     "p": 0.054525695741176605,
     "m": 1.0
    },
    {
     "p": 0.06655307114124298,
     "m": 1.0
    },
    {
     "p": 0.06319303065538406,
     "m": 1.0
    },
    {
     "p": 0.07111910730600357,
     "m": 1.0
    },
    {
     "p": 0.09818292409181595,
     "m": 1.0
    },
    {
     "p": 0.08888787031173706,
     "m": 1.0
    },
    {
     "p": 0.06851048767566681,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.3243224620819092,
   "val_loss": 0.6729365587234497,
   "acc": 71.58,
   "time": 266.6074686450884,
   "param": [
    {
     "p": 0.08374292403459549,
     "m": 1.0
    },
    {
     "p": 0.04174674674868584,
     "m": 1.0
    },
    {
     "p": 0.09419730305671692,
     "m": 1.0
    },
    {
     "p": 0.05267223343253136,
     "m": 1.0
    },
    {
     "p": 0.08425528556108475,
     "m": 1.0
    },
    {
     "p": 0.05595919489860535,
     "m": 1.0
    },
    {
     "p": 0.07241261750459671,
     "m": 1.0
    },
    {
     "p": 0.078990638256073,
     "m": 1.0
    },
    {
     "p": 0.07403592765331268,
     "m": 1.0
    },
    {
     "p": 0.05473284050822258,
     "m": 1.0
    },
    {
     "p": 0.08327329903841019,
     "m": 1.0
    },
    {
     "p": 0.0666353851556778,
     "m": 1.0
    },
    {
     "p": 0.10928072780370712,
     "m": 1.0
    },
    {
     "p": 0.048064880073070526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.399294376373291,
   "val_loss": 0.881365180015564,
   "acc": 72.16,
   "time": 256.6268417070387,
   "param": [
    {
     "p": 0.09986621141433716,
     "m": 1.0
    },
    {
     "p": 0.0440237894654274,
     "m": 1.0
    },
    {
     "p": 0.07753804326057434,
     "m": 1.0
    },
    {
     "p": 0.05269217863678932,
     "m": 1.0
    },
    {
     "p": 0.04940924420952797,
     "m": 1.0
    },
    {
     "p": 0.04590282216668129,
     "m": 1.0
    },
    {
     "p": 0.05258754640817642,
     "m": 1.0
    },
    {
     "p": 0.08618276566267014,
     "m": 1.0
    },
    {
     "p": 0.08864648640155792,
     "m": 1.0
    },
    {
     "p": 0.08895915746688843,
     "m": 1.0
    },
    {
     "p": 0.10096266120672226,
     "m": 1.0
    },
    {
     "p": 0.06919839978218079,
     "m": 1.0
    },
    {
     "p": 0.08520310372114182,
     "m": 1.0
    },
    {
     "p": 0.0588274821639061,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.3654816150665283,
   "val_loss": 0.8784692287445068,
   "acc": 71.12,
   "time": 261.47539631603286,
   "param": [
    {
     "p": 0.05258461833000183,
     "m": 1.0
    },
    {
     "p": 0.046210382133722305,
     "m": 1.0
    },
    {
     "p": 0.0871499627828598,
     "m": 1.0
    },
    {
     "p": 0.09094005078077316,
     "m": 1.0
    },
    {
     "p": 0.0556982047855854,
     "m": 1.0
    },
    {
     "p": 0.04465719684958458,
     "m": 1.0
    },
    {
     "p": 0.06620467454195023,
     "m": 1.0
    },
    {
     "p": 0.04826725274324417,
     "m": 1.0
    },
    {
     "p": 0.10987785458564758,
     "m": 1.0
    },
    {
     "p": 0.1084873303771019,
     "m": 1.0
    },
    {
     "p": 0.07082068175077438,
     "m": 1.0
    },
    {
     "p": 0.09675684571266174,
     "m": 1.0
    },
    {
     "p": 0.08377273380756378,
     "m": 1.0
    },
    {
     "p": 0.03857220336794853,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.1043490171432495,
   "val_loss": 0.8835293650627136,
   "acc": 71.07,
   "time": 261.7515638769837,
   "param": [
    {
     "p": 0.0985322892665863,
     "m": 1.0
    },
    {
     "p": 0.03668863698840141,
     "m": 1.0
    },
    {
     "p": 0.05801720172166824,
     "m": 1.0
    },
    {
     "p": 0.08379313349723816,
     "m": 1.0
    },
    {
     "p": 0.07138153910636902,
     "m": 1.0
    },
    {
     "p": 0.028451375663280487,
     "m": 1.0
    },
    {
     "p": 0.057925622910261154,
     "m": 1.0
    },
    {
     "p": 0.0652596727013588,
     "m": 1.0
    },
    {
     "p": 0.06387679278850555,
     "m": 1.0
    },
    {
     "p": 0.09827398508787155,
     "m": 1.0
    },
    {
     "p": 0.08496067672967911,
     "m": 1.0
    },
    {
     "p": 0.1021026223897934,
     "m": 1.0
    },
    {
     "p": 0.09094003587961197,
     "m": 1.0
    },
    {
     "p": 0.059796251356601715,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.2769495248794556,
   "val_loss": 0.9542554616928101,
   "acc": 69.46,
   "time": 261.42034383898135,
   "param": [
    {
     "p": 0.08743114024400711,
     "m": 1.0
    },
    {
     "p": 0.08484099060297012,
     "m": 1.0
    },
    {
     "p": 0.10029716789722443,
     "m": 1.0
    },
    {
     "p": 0.08578690886497498,
     "m": 1.0
    },
    {
     "p": 0.019870076328516006,
     "m": 1.0
    },
    {
     "p": 0.03648603335022926,
     "m": 1.0
    },
    {
     "p": 0.07190533727407455,
     "m": 1.0
    },
    {
     "p": 0.0644758939743042,
     "m": 1.0
    },
    {
     "p": 0.07706012576818466,
     "m": 1.0
    },
    {
     "p": 0.0957271009683609,
     "m": 1.0
    },
    {
     "p": 0.08332822471857071,
     "m": 1.0
    },
    {
     "p": 0.06447096168994904,
     "m": 1.0
    },
    {
     "p": 0.08402124792337418,
     "m": 1.0
    },
    {
     "p": 0.044298816472291946,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.320863127708435,
   "val_loss": 0.8257748484611511,
   "acc": 72.3,
   "time": 253.08157144102734,
   "param": [
    {
     "p": 0.06804320216178894,
     "m": 1.0
    },
    {
     "p": 0.05903172865509987,
     "m": 1.0
    },
    {
     "p": 0.07763191312551498,
     "m": 1.0
    },
    {
     "p": 0.05502576753497124,
     "m": 1.0
    },
    {
     "p": 0.05466679856181145,
     "m": 1.0
    },
    {
     "p": 0.049000248312950134,
     "m": 1.0
    },
    {
     "p": 0.061054520308971405,
     "m": 1.0
    },
    {
     "p": 0.08309118449687958,
     "m": 1.0
    },
    {
     "p": 0.08579692989587784,
     "m": 1.0
    },
    {
     "p": 0.09462454169988632,
     "m": 1.0
    },
    {
     "p": 0.0792296975851059,
     "m": 1.0
    },
    {
     "p": 0.07226774841547012,
     "m": 1.0
    },
    {
     "p": 0.0976109430193901,
     "m": 1.0
    },
    {
     "p": 0.06292474269866943,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.439430832862854,
   "val_loss": 0.6165432929992676,
   "acc": 71.36,
   "time": 262.82756371295545,
   "param": [
    {
     "p": 0.07228559255599976,
     "m": 1.0
    },
    {
     "p": 0.0047415560111403465,
     "m": 1.0
    },
    {
     "p": 0.06406523287296295,
     "m": 1.0
    },
    {
     "p": 0.06689315289258957,
     "m": 1.0
    },
    {
     "p": 0.06076351925730705,
     "m": 1.0
    },
    {
     "p": 0.06882478296756744,
     "m": 1.0
    },
    {
     "p": 0.08526120334863663,
     "m": 1.0
    },
    {
     "p": 0.0683562308549881,
     "m": 1.0
    },
    {
     "p": 0.09079375118017197,
     "m": 1.0
    },
    {
     "p": 0.07272472232580185,
     "m": 1.0
    },
    {
     "p": 0.0912795439362526,
     "m": 1.0
    },
    {
     "p": 0.09656398743391037,
     "m": 1.0
    },
    {
     "p": 0.07337029278278351,
     "m": 1.0
    },
    {
     "p": 0.0840763971209526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.4883344173431396,
   "val_loss": 0.7219682931900024,
   "acc": 71.28,
   "time": 274.1288700159639,
   "param": [
    {
     "p": 0.056230466812849045,
     "m": 1.0
    },
    {
     "p": 0.04082518815994263,
     "m": 1.0
    },
    {
     "p": 0.11338245123624802,
     "m": 1.0
    },
    {
     "p": 0.06482350081205368,
     "m": 1.0
    },
    {
     "p": 0.06686274707317352,
     "m": 1.0
    },
    {
     "p": 0.02306085079908371,
     "m": 1.0
    },
    {
     "p": 0.0811571478843689,
     "m": 1.0
    },
    {
     "p": 0.11124903708696365,
     "m": 1.0
    },
    {
     "p": 0.0516338013112545,
     "m": 1.0
    },
    {
     "p": 0.04035411775112152,
     "m": 1.0
    },
    {
     "p": 0.098531074821949,
     "m": 1.0
    },
    {
     "p": 0.10244359821081161,
     "m": 1.0
    },
    {
     "p": 0.07984429597854614,
     "m": 1.0
    },
    {
     "p": 0.06960181891918182,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.3635005950927734,
   "val_loss": 0.7783587574958801,
   "acc": 72.24,
   "time": 258.74925673601683,
   "param": [
    {
     "p": 0.10117688775062561,
     "m": 1.0
    },
    {
     "p": 0.01898711919784546,
     "m": 1.0
    },
    {
     "p": 0.09625672549009323,
     "m": 1.0
    },
    {
     "p": 0.08092184364795685,
     "m": 1.0
    },
    {
     "p": 0.07328874617815018,
     "m": 1.0
    },
    {
     "p": 0.04701211676001549,
     "m": 1.0
    },
    {
     "p": 0.0962635949254036,
     "m": 1.0
    },
    {
     "p": 0.08634379506111145,
     "m": 1.0
    },
    {
     "p": 0.05028580501675606,
     "m": 1.0
    },
    {
     "p": 0.05865521728992462,
     "m": 1.0
    },
    {
     "p": 0.08034088462591171,
     "m": 1.0
    },
    {
     "p": 0.07327381521463394,
     "m": 1.0
    },
    {
     "p": 0.09010183066129684,
     "m": 1.0
    },
    {
     "p": 0.0470915213227272,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 2.0891318321228027,
   "val_loss": 0.8649545311927795,
   "acc": 71.5,
   "time": 258.9035917610163,
   "param": [
    {
     "p": 0.0648835077881813,
     "m": 1.0
    },
    {
     "p": 0.05036744475364685,
     "m": 1.0
    },
    {
     "p": 0.08882644772529602,
     "m": 1.0
    },
    {
     "p": 0.06230977550148964,
     "m": 1.0
    },
    {
     "p": 0.0690368264913559,
     "m": 1.0
    },
    {
     "p": 0.019412724301218987,
     "m": 1.0
    },
    {
     "p": 0.09546568244695663,
     "m": 1.0
    },
    {
     "p": 0.051865484565496445,
     "m": 1.0
    },
    {
     "p": 0.06711623072624207,
     "m": 1.0
    },
    {
     "p": 0.08273781090974808,
     "m": 1.0
    },
    {
     "p": 0.09261642396450043,
     "m": 1.0
    },
    {
     "p": 0.0926792249083519,
     "m": 1.0
    },
    {
     "p": 0.0930367261171341,
     "m": 1.0
    },
    {
     "p": 0.0696457102894783,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.0240919589996338,
   "val_loss": 0.8504844903945923,
   "acc": 71.18,
   "time": 262.8505823329324,
   "param": [
    {
     "p": 0.07305770367383957,
     "m": 1.0
    },
    {
     "p": 0.036842312663793564,
     "m": 1.0
    },
    {
     "p": 0.05865035951137543,
     "m": 1.0
    },
    {
     "p": 0.09609856456518173,
     "m": 1.0
    },
    {
     "p": 0.03362055867910385,
     "m": 1.0
    },
    {
     "p": 0.027892574667930603,
     "m": 1.0
    },
    {
     "p": 0.0932588130235672,
     "m": 1.0
    },
    {
     "p": 0.0909518375992775,
     "m": 1.0
    },
    {
     "p": 0.06017400696873665,
     "m": 1.0
    },
    {
     "p": 0.07229431718587875,
     "m": 1.0
    },
    {
     "p": 0.0895674079656601,
     "m": 1.0
    },
    {
     "p": 0.08952170610427856,
     "m": 1.0
    },
    {
     "p": 0.09170170873403549,
     "m": 1.0
    },
    {
     "p": 0.08636811375617981,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.4751648902893066,
   "val_loss": 0.7540767192840576,
   "acc": 71.89,
   "time": 259.75349228002597,
   "param": [
    {
     "p": 0.08829087764024734,
     "m": 1.0
    },
    {
     "p": 0.06805012375116348,
     "m": 1.0
    },
    {
     "p": 0.07153236120939255,
     "m": 1.0
    },
    {
     "p": 0.06954895704984665,
     "m": 1.0
    },
    {
     "p": 0.043435994535684586,
     "m": 1.0
    },
    {
     "p": 0.04057912528514862,
     "m": 1.0
    },
    {
     "p": 0.07883238047361374,
     "m": 1.0
    },
    {
     "p": 0.07614996284246445,
     "m": 1.0
    },
    {
     "p": 0.0803302526473999,
     "m": 1.0
    },
    {
     "p": 0.07368440181016922,
     "m": 1.0
    },
    {
     "p": 0.06406289339065552,
     "m": 1.0
    },
    {
     "p": 0.09024745225906372,
     "m": 1.0
    },
    {
     "p": 0.10715197026729584,
     "m": 1.0
    },
    {
     "p": 0.048103295266628265,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.590427279472351,
   "val_loss": 0.7572379112243652,
   "acc": 71.23,
   "time": 264.1979396600509,
   "param": [
    {
     "p": 0.10868500173091888,
     "m": 1.0
    },
    {
     "p": 0.057179804891347885,
     "m": 1.0
    },
    {
     "p": 0.09042499214410782,
     "m": 1.0
    },
    {
     "p": 0.057459522038698196,
     "m": 1.0
    },
    {
     "p": 0.07709967344999313,
     "m": 1.0
    },
    {
     "p": 0.05472284182906151,
     "m": 1.0
    },
    {
     "p": 0.06888455152511597,
     "m": 1.0
    },
    {
     "p": 0.06766998022794724,
     "m": 1.0
    },
    {
     "p": 0.0599505752325058,
     "m": 1.0
    },
    {
     "p": 0.05334484577178955,
     "m": 1.0
    },
    {
     "p": 0.09349852800369263,
     "m": 1.0
    },
    {
     "p": 0.05469198897480965,
     "m": 1.0
    },
    {
     "p": 0.09355402737855911,
     "m": 1.0
    },
    {
     "p": 0.06283373385667801,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.4687412977218628,
   "val_loss": 0.8318301439285278,
   "acc": 72.01,
   "time": 269.1534997220151,
   "param": [
    {
     "p": 0.09290331602096558,
     "m": 1.0
    },
    {
     "p": 0.062286246567964554,
     "m": 1.0
    },
    {
     "p": 0.07548138499259949,
     "m": 1.0
    },
    {
     "p": 0.07228922098875046,
     "m": 1.0
    },
    {
     "p": 0.042156707495450974,
     "m": 1.0
    },
    {
     "p": 0.038351207971572876,
     "m": 1.0
    },
    {
     "p": 0.09690355509519577,
     "m": 1.0
    },
    {
     "p": 0.0621308796107769,
     "m": 1.0
    },
    {
     "p": 0.061536677181720734,
     "m": 1.0
    },
    {
     "p": 0.07616081088781357,
     "m": 1.0
    },
    {
     "p": 0.08107447624206543,
     "m": 1.0
    },
    {
     "p": 0.09209459275007248,
     "m": 1.0
    },
    {
     "p": 0.08367061614990234,
     "m": 1.0
    },
    {
     "p": 0.06296023726463318,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.005505084991455,
   "val_loss": 0.8435282111167908,
   "acc": 71.67,
   "time": 251.3990441330243,
   "param": [
    {
     "p": 0.09516502171754837,
     "m": 1.0
    },
    {
     "p": 0.048640135675668716,
     "m": 1.0
    },
    {
     "p": 0.08331351727247238,
     "m": 1.0
    },
    {
     "p": 0.07058350741863251,
     "m": 1.0
    },
    {
     "p": 0.04679805785417557,
     "m": 1.0
    },
    {
     "p": 0.04272748902440071,
     "m": 1.0
    },
    {
     "p": 0.060746777802705765,
     "m": 1.0
    },
    {
     "p": 0.08207619190216064,
     "m": 1.0
    },
    {
     "p": 0.0802176296710968,
     "m": 1.0
    },
    {
     "p": 0.07714525610208511,
     "m": 1.0
    },
    {
     "p": 0.08954890072345734,
     "m": 1.0
    },
    {
     "p": 0.08152445405721664,
     "m": 1.0
    },
    {
     "p": 0.08195503801107407,
     "m": 1.0
    },
    {
     "p": 0.05955813080072403,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.1764655113220215,
   "val_loss": 0.8187888860702515,
   "acc": 72.95,
   "time": 260.5809961289633,
   "param": [
    {
     "p": 0.07344777137041092,
     "m": 1.0
    },
    {
     "p": 0.05440759286284447,
     "m": 1.0
    },
    {
     "p": 0.09962289035320282,
     "m": 1.0
    },
    {
     "p": 0.07092937082052231,
     "m": 1.0
    },
    {
     "p": 0.07392585277557373,
     "m": 1.0
    },
    {
     "p": 0.077153779566288,
     "m": 1.0
    },
    {
     "p": 0.04660234972834587,
     "m": 1.0
    },
    {
     "p": 0.06083961948752403,
     "m": 1.0
    },
    {
     "p": 0.07799284160137177,
     "m": 1.0
    },
    {
     "p": 0.07690523564815521,
     "m": 1.0
    },
    {
     "p": 0.08330541849136353,
     "m": 1.0
    },
    {
     "p": 0.08002037554979324,
     "m": 1.0
    },
    {
     "p": 0.07531102746725082,
     "m": 1.0
    },
    {
     "p": 0.04953589290380478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.2523940801620483,
   "val_loss": 0.7623379230499268,
   "acc": 72.54,
   "time": 264.05971618101466,
   "param": [
    {
     "p": 0.07124850898981094,
     "m": 1.0
    },
    {
     "p": 0.02203066647052765,
     "m": 1.0
    },
    {
     "p": 0.11913736164569855,
     "m": 1.0
    },
    {
     "p": 0.05606497451663017,
     "m": 1.0
    },
    {
     "p": 0.07089047133922577,
     "m": 1.0
    },
    {
     "p": 0.0799270048737526,
     "m": 1.0
    },
    {
     "p": 0.08668731898069382,
     "m": 1.0
    },
    {
     "p": 0.07976113259792328,
     "m": 1.0
    },
    {
     "p": 0.07846759259700775,
     "m": 1.0
    },
    {
     "p": 0.08889960497617722,
     "m": 1.0
    },
    {
     "p": 0.04968325421214104,
     "m": 1.0
    },
    {
     "p": 0.07191872596740723,
     "m": 1.0
    },
    {
     "p": 0.08886748552322388,
     "m": 1.0
    },
    {
     "p": 0.03641602396965027,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.147951602935791,
   "val_loss": 0.7998596429824829,
   "acc": 71.09,
   "time": 262.2572300110478,
   "param": [
    {
     "p": 0.08569084107875824,
     "m": 1.0
    },
    {
     "p": 0.05353052169084549,
     "m": 1.0
    },
    {
     "p": 0.10892905294895172,
     "m": 1.0
    },
    {
     "p": 0.078932024538517,
     "m": 1.0
    },
    {
     "p": 0.07571344077587128,
     "m": 1.0
    },
    {
     "p": 0.018871422857046127,
     "m": 1.0
    },
    {
     "p": 0.07129260152578354,
     "m": 1.0
    },
    {
     "p": 0.0570661723613739,
     "m": 1.0
    },
    {
     "p": 0.07834211736917496,
     "m": 1.0
    },
    {
     "p": 0.09145131707191467,
     "m": 1.0
    },
    {
     "p": 0.09580644220113754,
     "m": 1.0
    },
    {
     "p": 0.06681817770004272,
     "m": 1.0
    },
    {
     "p": 0.07531368732452393,
     "m": 1.0
    },
    {
     "p": 0.04224209114909172,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.1791222095489502,
   "val_loss": 0.7967543005943298,
   "acc": 72.41,
   "time": 263.5503736609826,
   "param": [
    {
     "p": 0.07097118347883224,
     "m": 1.0
    },
    {
     "p": 0.05155901238322258,
     "m": 1.0
    },
    {
     "p": 0.07699166983366013,
     "m": 1.0
    },
    {
     "p": 0.08805280178785324,
     "m": 1.0
    },
    {
     "p": 0.03683900088071823,
     "m": 1.0
    },
    {
     "p": 0.05975773185491562,
     "m": 1.0
    },
    {
     "p": 0.05564331263303757,
     "m": 1.0
    },
    {
     "p": 0.09770646691322327,
     "m": 1.0
    },
    {
     "p": 0.08724924921989441,
     "m": 1.0
    },
    {
     "p": 0.07644685357809067,
     "m": 1.0
    },
    {
     "p": 0.09289183467626572,
     "m": 1.0
    },
    {
     "p": 0.06805595010519028,
     "m": 1.0
    },
    {
     "p": 0.08689109981060028,
     "m": 1.0
    },
    {
     "p": 0.05094394087791443,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.142386794090271,
   "val_loss": 1.0025148391723633,
   "acc": 73.34,
   "time": 272.30698012700304,
   "param": [
    {
     "p": 0.05766987055540085,
     "m": 1.0
    },
    {
     "p": 0.03775312751531601,
     "m": 1.0
    },
    {
     "p": 0.07165061682462692,
     "m": 1.0
    },
    {
     "p": 0.059657022356987,
     "m": 1.0
    },
    {
     "p": 0.04128663241863251,
     "m": 1.0
    },
    {
     "p": 0.0358743853867054,
     "m": 1.0
    },
    {
     "p": 0.07389594614505768,
     "m": 1.0
    },
    {
     "p": 0.09413008391857147,
     "m": 1.0
    },
    {
     "p": 0.10060188174247742,
     "m": 1.0
    },
    {
     "p": 0.09027843177318573,
     "m": 1.0
    },
    {
     "p": 0.05904161557555199,
     "m": 1.0
    },
    {
     "p": 0.07905272394418716,
     "m": 1.0
    },
    {
     "p": 0.12382637709379196,
     "m": 1.0
    },
    {
     "p": 0.07528132945299149,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.1585193872451782,
   "val_loss": 0.788861870765686,
   "acc": 72.63,
   "time": 254.31192282296252,
   "param": [
    {
     "p": 0.06745663285255432,
     "m": 1.0
    },
    {
     "p": 0.04327332600951195,
     "m": 1.0
    },
    {
     "p": 0.08792091906070709,
     "m": 1.0
    },
    {
     "p": 0.05612941086292267,
     "m": 1.0
    },
    {
     "p": 0.06528612226247787,
     "m": 1.0
    },
    {
     "p": 0.04183664172887802,
     "m": 1.0
    },
    {
     "p": 0.07568872720003128,
     "m": 1.0
    },
    {
     "p": 0.07151582837104797,
     "m": 1.0
    },
    {
     "p": 0.07948849350214005,
     "m": 1.0
    },
    {
     "p": 0.0901901125907898,
     "m": 1.0
    },
    {
     "p": 0.10424093902111053,
     "m": 1.0
    },
    {
     "p": 0.081321120262146,
     "m": 1.0
    },
    {
     "p": 0.07189752161502838,
     "m": 1.0
    },
    {
     "p": 0.0637541189789772,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.2515645027160645,
   "val_loss": 0.751162052154541,
   "acc": 72.72,
   "time": 260.10405282094143,
   "param": [
    {
     "p": 0.104892797768116,
     "m": 1.0
    },
    {
     "p": 0.058693330734968185,
     "m": 1.0
    },
    {
     "p": 0.10603426396846771,
     "m": 1.0
    },
    {
     "p": 0.05466359853744507,
     "m": 1.0
    },
    {
     "p": 0.03255002200603485,
     "m": 1.0
    },
    {
     "p": 0.054309483617544174,
     "m": 1.0
    },
    {
     "p": 0.06434523314237595,
     "m": 1.0
    },
    {
     "p": 0.08272664994001389,
     "m": 1.0
    },
    {
     "p": 0.07133012264966965,
     "m": 1.0
    },
    {
     "p": 0.052499424666166306,
     "m": 1.0
    },
    {
     "p": 0.08227670192718506,
     "m": 1.0
    },
    {
     "p": 0.07171324640512466,
     "m": 1.0
    },
    {
     "p": 0.07873024046421051,
     "m": 1.0
    },
    {
     "p": 0.08523491770029068,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.1387743949890137,
   "val_loss": 0.8874488472938538,
   "acc": 71.7,
   "time": 254.05634507909417,
   "param": [
    {
     "p": 0.07667867094278336,
     "m": 1.0
    },
    {
     "p": 0.05080578476190567,
     "m": 1.0
    },
    {
     "p": 0.08075787127017975,
     "m": 1.0
    },
    {
     "p": 0.0648592859506607,
     "m": 1.0
    },
    {
     "p": 0.04971228167414665,
     "m": 1.0
    },
    {
     "p": 0.0661415085196495,
     "m": 1.0
    },
    {
     "p": 0.07032933831214905,
     "m": 1.0
    },
    {
     "p": 0.07851289957761765,
     "m": 1.0
    },
    {
     "p": 0.05741901695728302,
     "m": 1.0
    },
    {
     "p": 0.08351579308509827,
     "m": 1.0
    },
    {
     "p": 0.0717109963297844,
     "m": 1.0
    },
    {
     "p": 0.11039196699857712,
     "m": 1.0
    },
    {
     "p": 0.09165285527706146,
     "m": 1.0
    },
    {
     "p": 0.04751177504658699,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.4260859489440918,
   "val_loss": 0.6661946177482605,
   "acc": 72.86,
   "time": 262.51610247406643,
   "param": [
    {
     "p": 0.0927722305059433,
     "m": 1.0
    },
    {
     "p": 0.05746810883283615,
     "m": 1.0
    },
    {
     "p": 0.07738117128610611,
     "m": 1.0
    },
    {
     "p": 0.07174091041088104,
     "m": 1.0
    },
    {
     "p": 0.050325989723205566,
     "m": 1.0
    },
    {
     "p": 0.03337058052420616,
     "m": 1.0
    },
    {
     "p": 0.0754133090376854,
     "m": 1.0
    },
    {
     "p": 0.08451029658317566,
     "m": 1.0
    },
    {
     "p": 0.06481325626373291,
     "m": 1.0
    },
    {
     "p": 0.09698552638292313,
     "m": 1.0
    },
    {
     "p": 0.0897955596446991,
     "m": 1.0
    },
    {
     "p": 0.08146600425243378,
     "m": 1.0
    },
    {
     "p": 0.07145770639181137,
     "m": 1.0
    },
    {
     "p": 0.052499350160360336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.3116283416748047,
   "val_loss": 0.7357423305511475,
   "acc": 72.78,
   "time": 262.58554062992334,
   "param": [
    {
     "p": 0.06915707141160965,
     "m": 1.0
    },
    {
     "p": 0.0703519806265831,
     "m": 1.0
    },
    {
     "p": 0.0878392681479454,
     "m": 1.0
    },
    {
     "p": 0.06352070719003677,
     "m": 1.0
    },
    {
     "p": 0.029705801978707314,
     "m": 1.0
    },
    {
     "p": 0.06575430184602737,
     "m": 1.0
    },
    {
     "p": 0.09470690786838531,
     "m": 1.0
    },
    {
     "p": 0.06959250569343567,
     "m": 1.0
    },
    {
     "p": 0.06149839237332344,
     "m": 1.0
    },
    {
     "p": 0.07454707473516464,
     "m": 1.0
    },
    {
     "p": 0.07421309500932693,
     "m": 1.0
    },
    {
     "p": 0.08841444551944733,
     "m": 1.0
    },
    {
     "p": 0.10077384859323502,
     "m": 1.0
    },
    {
     "p": 0.049924641847610474,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.0755233764648438,
   "val_loss": 0.8742480278015137,
   "acc": 71.66,
   "time": 264.6994693239685,
   "param": [
    {
     "p": 0.0892559066414833,
     "m": 1.0
    },
    {
     "p": 0.039553988724946976,
     "m": 1.0
    },
    {
     "p": 0.08730766177177429,
     "m": 1.0
    },
    {
     "p": 0.04824541136622429,
     "m": 1.0
    },
    {
     "p": 0.03427513316273689,
     "m": 1.0
    },
    {
     "p": 0.06338188052177429,
     "m": 1.0
    },
    {
     "p": 0.06874261796474457,
     "m": 1.0
    },
    {
     "p": 0.07681048661470413,
     "m": 1.0
    },
    {
     "p": 0.09525538980960846,
     "m": 1.0
    },
    {
     "p": 0.08938668668270111,
     "m": 1.0
    },
    {
     "p": 0.09364262968301773,
     "m": 1.0
    },
    {
     "p": 0.08109346777200699,
     "m": 1.0
    },
    {
     "p": 0.08647668361663818,
     "m": 1.0
    },
    {
     "p": 0.04657207429409027,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.4320226907730103,
   "val_loss": 0.8354467153549194,
   "acc": 71.61,
   "time": 266.1546967859613,
   "param": [
    {
     "p": 0.07459232211112976,
     "m": 1.0
    },
    {
     "p": 0.03764743357896805,
     "m": 1.0
    },
    {
     "p": 0.10715990513563156,
     "m": 1.0
    },
    {
     "p": 0.03268134593963623,
     "m": 1.0
    },
    {
     "p": 0.04069353640079498,
     "m": 1.0
    },
    {
     "p": 0.0893036350607872,
     "m": 1.0
    },
    {
     "p": 0.09911821782588959,
     "m": 1.0
    },
    {
     "p": 0.05799302086234093,
     "m": 1.0
    },
    {
     "p": 0.09758221358060837,
     "m": 1.0
    },
    {
     "p": 0.06252362579107285,
     "m": 1.0
    },
    {
     "p": 0.05046574026346207,
     "m": 1.0
    },
    {
     "p": 0.09044928103685379,
     "m": 1.0
    },
    {
     "p": 0.08858614414930344,
     "m": 1.0
    },
    {
     "p": 0.07120358943939209,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.4556604623794556,
   "val_loss": 0.7206743955612183,
   "acc": 72.35,
   "time": 265.7445583300432,
   "param": [
    {
     "p": 0.10866976529359818,
     "m": 1.0
    },
    {
     "p": 0.0454791896045208,
     "m": 1.0
    },
    {
     "p": 0.06728728115558624,
     "m": 1.0
    },
    {
     "p": 0.0409165658056736,
     "m": 1.0
    },
    {
     "p": 0.06659484654664993,
     "m": 1.0
    },
    {
     "p": 0.056452810764312744,
     "m": 1.0
    },
    {
     "p": 0.09182959049940109,
     "m": 1.0
    },
    {
     "p": 0.07210603356361389,
     "m": 1.0
    },
    {
     "p": 0.05796470865607262,
     "m": 1.0
    },
    {
     "p": 0.08149025589227676,
     "m": 1.0
    },
    {
     "p": 0.08744770288467407,
     "m": 1.0
    },
    {
     "p": 0.0745793953537941,
     "m": 1.0
    },
    {
     "p": 0.09803572297096252,
     "m": 1.0
    },
    {
     "p": 0.051146216690540314,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.1717870235443115,
   "val_loss": 0.7114845514297485,
   "acc": 73.16,
   "time": 277.14866142801475,
   "param": [
    {
     "p": 0.08846215158700943,
     "m": 1.0
    },
    {
     "p": 0.052358876913785934,
     "m": 1.0
    },
    {
     "p": 0.07554369419813156,
     "m": 1.0
    },
    {
     "p": 0.0665988177061081,
     "m": 1.0
    },
    {
     "p": 0.03281752020120621,
     "m": 1.0
    },
    {
     "p": 0.029477881267666817,
     "m": 1.0
    },
    {
     "p": 0.09820172190666199,
     "m": 1.0
    },
    {
     "p": 0.0886918380856514,
     "m": 1.0
    },
    {
     "p": 0.10071392357349396,
     "m": 1.0
    },
    {
     "p": 0.07781227678060532,
     "m": 1.0
    },
    {
     "p": 0.08634105324745178,
     "m": 1.0
    },
    {
     "p": 0.06837757676839828,
     "m": 1.0
    },
    {
     "p": 0.08173834532499313,
     "m": 1.0
    },
    {
     "p": 0.05286430940032005,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.3154850006103516,
   "val_loss": 0.8658602833747864,
   "acc": 72.31,
   "time": 250.9418923869962,
   "param": [
    {
     "p": 0.05972044914960861,
     "m": 1.0
    },
    {
     "p": 0.07530101388692856,
     "m": 1.0
    },
    {
     "p": 0.06992322951555252,
     "m": 1.0
    },
    {
     "p": 0.08175016939640045,
     "m": 1.0
    },
    {
     "p": 0.05753645673394203,
     "m": 1.0
    },
    {
     "p": 0.06436547636985779,
     "m": 1.0
    },
    {
     "p": 0.06863664090633392,
     "m": 1.0
    },
    {
     "p": 0.09175535291433334,
     "m": 1.0
    },
    {
     "p": 0.06866124272346497,
     "m": 1.0
    },
    {
     "p": 0.08284951001405716,
     "m": 1.0
    },
    {
     "p": 0.05192562937736511,
     "m": 1.0
    },
    {
     "p": 0.09920700639486313,
     "m": 1.0
    },
    {
     "p": 0.0582912415266037,
     "m": 1.0
    },
    {
     "p": 0.07007666677236557,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.3579490184783936,
   "val_loss": 0.7311607599258423,
   "acc": 72.48,
   "time": 273.9617927100044,
   "param": [
    {
     "p": 0.07096276432275772,
     "m": 1.0
    },
    {
     "p": 0.08024317771196365,
     "m": 1.0
    },
    {
     "p": 0.09718706458806992,
     "m": 1.0
    },
    {
     "p": 0.032324325293302536,
     "m": 1.0
    },
    {
     "p": 0.044154390692710876,
     "m": 1.0
    },
    {
     "p": 0.03773041442036629,
     "m": 1.0
    },
    {
     "p": 0.0870276391506195,
     "m": 1.0
    },
    {
     "p": 0.08483456820249557,
     "m": 1.0
    },
    {
     "p": 0.0710625946521759,
     "m": 1.0
    },
    {
     "p": 0.06510891020298004,
     "m": 1.0
    },
    {
     "p": 0.08615060150623322,
     "m": 1.0
    },
    {
     "p": 0.08299106359481812,
     "m": 1.0
    },
    {
     "p": 0.09389107674360275,
     "m": 1.0
    },
    {
     "p": 0.0663313940167427,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.3873937129974365,
   "val_loss": 0.9305309057235718,
   "acc": 72.17,
   "time": 255.28333417500835,
   "param": [
    {
     "p": 0.04222464561462402,
     "m": 1.0
    },
    {
     "p": 0.07333461940288544,
     "m": 1.0
    },
    {
     "p": 0.08646653592586517,
     "m": 1.0
    },
    {
     "p": 0.031853318214416504,
     "m": 1.0
    },
    {
     "p": 0.04564913362264633,
     "m": 1.0
    },
    {
     "p": 0.06347938627004623,
     "m": 1.0
    },
    {
     "p": 0.11151577532291412,
     "m": 1.0
    },
    {
     "p": 0.10493203997612,
     "m": 1.0
    },
    {
     "p": 0.06762611120939255,
     "m": 1.0
    },
    {
     "p": 0.09599345922470093,
     "m": 1.0
    },
    {
     "p": 0.07656572759151459,
     "m": 1.0
    },
    {
     "p": 0.08001677691936493,
     "m": 1.0
    },
    {
     "p": 0.09022975713014603,
     "m": 1.0
    },
    {
     "p": 0.03011269122362137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.3922442197799683,
   "val_loss": 0.843230664730072,
   "acc": 72.63,
   "time": 260.86982790206093,
   "param": [
    {
     "p": 0.09039624035358429,
     "m": 1.0
    },
    {
     "p": 0.06016302481293678,
     "m": 1.0
    },
    {
     "p": 0.08495514839887619,
     "m": 1.0
    },
    {
     "p": 0.049038615077733994,
     "m": 1.0
    },
    {
     "p": 0.059846971184015274,
     "m": 1.0
    },
    {
     "p": 0.07396464049816132,
     "m": 1.0
    },
    {
     "p": 0.06539315730333328,
     "m": 1.0
    },
    {
     "p": 0.06650952994823456,
     "m": 1.0
    },
    {
     "p": 0.06641934812068939,
     "m": 1.0
    },
    {
     "p": 0.06551492214202881,
     "m": 1.0
    },
    {
     "p": 0.08825378119945526,
     "m": 1.0
    },
    {
     "p": 0.09873902797698975,
     "m": 1.0
    },
    {
     "p": 0.06774278730154037,
     "m": 1.0
    },
    {
     "p": 0.06306279450654984,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.0889760255813599,
   "val_loss": 0.7814875245094299,
   "acc": 72.33,
   "time": 261.4617004429456,
   "param": [
    {
     "p": 0.08676694333553314,
     "m": 1.0
    },
    {
     "p": 0.059401996433734894,
     "m": 1.0
    },
    {
     "p": 0.09099183976650238,
     "m": 1.0
    },
    {
     "p": 0.07126707583665848,
     "m": 1.0
    },
    {
     "p": 0.06047181785106659,
     "m": 1.0
    },
    {
     "p": 0.053241368383169174,
     "m": 1.0
    },
    {
     "p": 0.09454604983329773,
     "m": 1.0
    },
    {
     "p": 0.06623449176549911,
     "m": 1.0
    },
    {
     "p": 0.058640673756599426,
     "m": 1.0
    },
    {
     "p": 0.06998150795698166,
     "m": 1.0
    },
    {
     "p": 0.06634008884429932,
     "m": 1.0
    },
    {
     "p": 0.09590677171945572,
     "m": 1.0
    },
    {
     "p": 0.07329696416854858,
     "m": 1.0
    },
    {
     "p": 0.05291236937046051,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.3834116458892822,
   "val_loss": 0.8015186786651611,
   "acc": 72.69,
   "time": 262.3814391089836,
   "param": [
    {
     "p": 0.07296250760555267,
     "m": 1.0
    },
    {
     "p": 0.06469453871250153,
     "m": 1.0
    },
    {
     "p": 0.09749256074428558,
     "m": 1.0
    },
    {
     "p": 0.074379101395607,
     "m": 1.0
    },
    {
     "p": 0.041655346751213074,
     "m": 1.0
    },
    {
     "p": 0.053622499108314514,
     "m": 1.0
    },
    {
     "p": 0.07449793815612793,
     "m": 1.0
    },
    {
     "p": 0.07154037803411484,
     "m": 1.0
    },
    {
     "p": 0.06507046520709991,
     "m": 1.0
    },
    {
     "p": 0.07891713082790375,
     "m": 1.0
    },
    {
     "p": 0.08171184360980988,
     "m": 1.0
    },
    {
     "p": 0.08726008236408234,
     "m": 1.0
    },
    {
     "p": 0.07144656032323837,
     "m": 1.0
    },
    {
     "p": 0.06474897265434265,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.4066710472106934,
   "val_loss": 0.7929885387420654,
   "acc": 72.85,
   "time": 254.54032488993835,
   "param": [
    {
     "p": 0.09154359996318817,
     "m": 1.0
    },
    {
     "p": 0.05341561511158943,
     "m": 1.0
    },
    {
     "p": 0.09393706917762756,
     "m": 1.0
    },
    {
     "p": 0.07738810032606125,
     "m": 1.0
    },
    {
     "p": 0.06378171592950821,
     "m": 1.0
    },
    {
     "p": 0.053418055176734924,
     "m": 1.0
    },
    {
     "p": 0.0637999102473259,
     "m": 1.0
    },
    {
     "p": 0.07579703629016876,
     "m": 1.0
    },
    {
     "p": 0.07185700535774231,
     "m": 1.0
    },
    {
     "p": 0.0829736739397049,
     "m": 1.0
    },
    {
     "p": 0.05751354247331619,
     "m": 1.0
    },
    {
     "p": 0.06198165565729141,
     "m": 1.0
    },
    {
     "p": 0.08911524713039398,
     "m": 1.0
    },
    {
     "p": 0.06347785890102386,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.0176095962524414,
   "val_loss": 0.8579412698745728,
   "acc": 72.23,
   "time": 258.6242321350146,
   "param": [
    {
     "p": 0.08424289524555206,
     "m": 1.0
    },
    {
     "p": 0.031629208475351334,
     "m": 1.0
    },
    {
     "p": 0.08500920981168747,
     "m": 1.0
    },
    {
     "p": 0.07964394986629486,
     "m": 1.0
    },
    {
     "p": 0.02963082864880562,
     "m": 1.0
    },
    {
     "p": 0.055776722729206085,
     "m": 1.0
    },
    {
     "p": 0.0726480782032013,
     "m": 1.0
    },
    {
     "p": 0.1024790108203888,
     "m": 1.0
    },
    {
     "p": 0.06834772974252701,
     "m": 1.0
    },
    {
     "p": 0.07098563015460968,
     "m": 1.0
    },
    {
     "p": 0.08455551415681839,
     "m": 1.0
    },
    {
     "p": 0.07132711261510849,
     "m": 1.0
    },
    {
     "p": 0.09358761459589005,
     "m": 1.0
    },
    {
     "p": 0.0701364278793335,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.133077621459961,
   "val_loss": 0.8874804973602295,
   "acc": 71.81,
   "time": 259.7135931699304,
   "param": [
    {
     "p": 0.07391702383756638,
     "m": 1.0
    },
    {
     "p": 0.05959787592291832,
     "m": 1.0
    },
    {
     "p": 0.08320878446102142,
     "m": 1.0
    },
    {
     "p": 0.05867517739534378,
     "m": 1.0
    },
    {
     "p": 0.0671880915760994,
     "m": 1.0
    },
    {
     "p": 0.030463170260190964,
     "m": 1.0
    },
    {
     "p": 0.09610497951507568,
     "m": 1.0
    },
    {
     "p": 0.07364136725664139,
     "m": 1.0
    },
    {
     "p": 0.08189770579338074,
     "m": 1.0
    },
    {
     "p": 0.06291795521974564,
     "m": 1.0
    },
    {
     "p": 0.08629655838012695,
     "m": 1.0
    },
    {
     "p": 0.07305123656988144,
     "m": 1.0
    },
    {
     "p": 0.07687396556138992,
     "m": 1.0
    },
    {
     "p": 0.07616615295410156,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.421543836593628,
   "val_loss": 0.8155133724212646,
   "acc": 73.24,
   "time": 264.2283411840908,
   "param": [
    {
     "p": 0.06954504549503326,
     "m": 1.0
    },
    {
     "p": 0.06725644320249557,
     "m": 1.0
    },
    {
     "p": 0.08880523592233658,
     "m": 1.0
    },
    {
     "p": 0.0806121826171875,
     "m": 1.0
    },
    {
     "p": 0.03635121136903763,
     "m": 1.0
    },
    {
     "p": 0.0620579831302166,
     "m": 1.0
    },
    {
     "p": 0.07967516034841537,
     "m": 1.0
    },
    {
     "p": 0.0521773025393486,
     "m": 1.0
    },
    {
     "p": 0.05859365314245224,
     "m": 1.0
    },
    {
     "p": 0.10913045704364777,
     "m": 1.0
    },
    {
     "p": 0.07213307172060013,
     "m": 1.0
    },
    {
     "p": 0.06567835062742233,
     "m": 1.0
    },
    {
     "p": 0.0726800188422203,
     "m": 1.0
    },
    {
     "p": 0.08530384302139282,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.4122436046600342,
   "val_loss": 0.8349421620368958,
   "acc": 72.89,
   "time": 249.12897964403965,
   "param": [
    {
     "p": 0.06299103796482086,
     "m": 1.0
    },
    {
     "p": 0.06711003184318542,
     "m": 1.0
    },
    {
     "p": 0.07674433290958405,
     "m": 1.0
    },
    {
     "p": 0.07774386554956436,
     "m": 1.0
    },
    {
     "p": 0.055480413138866425,
     "m": 1.0
    },
    {
     "p": 0.061333004385232925,
     "m": 1.0
    },
    {
     "p": 0.06866109371185303,
     "m": 1.0
    },
    {
     "p": 0.08117283135652542,
     "m": 1.0
    },
    {
     "p": 0.08405701816082001,
     "m": 1.0
    },
    {
     "p": 0.054043713957071304,
     "m": 1.0
    },
    {
     "p": 0.07275235652923584,
     "m": 1.0
    },
    {
     "p": 0.08852831274271011,
     "m": 1.0
    },
    {
     "p": 0.07548988610506058,
     "m": 1.0
    },
    {
     "p": 0.07389224320650101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.0032049417495728,
   "val_loss": 0.763104259967804,
   "acc": 73.16,
   "time": 263.99608194292523,
   "param": [
    {
     "p": 0.09165217727422714,
     "m": 1.0
    },
    {
     "p": 0.046087801456451416,
     "m": 1.0
    },
    {
     "p": 0.08388202637434006,
     "m": 1.0
    },
    {
     "p": 0.04969171807169914,
     "m": 1.0
    },
    {
     "p": 0.05888945609331131,
     "m": 1.0
    },
    {
     "p": 0.05587931349873543,
     "m": 1.0
    },
    {
     "p": 0.08925220370292664,
     "m": 1.0
    },
    {
     "p": 0.0793994814157486,
     "m": 1.0
    },
    {
     "p": 0.07013694941997528,
     "m": 1.0
    },
    {
     "p": 0.07127466797828674,
     "m": 1.0
    },
    {
     "p": 0.08887597173452377,
     "m": 1.0
    },
    {
     "p": 0.05858989432454109,
     "m": 1.0
    },
    {
     "p": 0.08507135510444641,
     "m": 1.0
    },
    {
     "p": 0.07131704688072205,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.5652289390563965,
   "val_loss": 0.7952316999435425,
   "acc": 72.11,
   "time": 257.5597094009863,
   "param": [
    {
     "p": 0.07782462984323502,
     "m": 1.0
    },
    {
     "p": 0.06661233305931091,
     "m": 1.0
    },
    {
     "p": 0.11804842203855515,
     "m": 1.0
    },
    {
     "p": 0.03639266639947891,
     "m": 1.0
    },
    {
     "p": 0.04409683123230934,
     "m": 1.0
    },
    {
     "p": 0.05290333554148674,
     "m": 1.0
    },
    {
     "p": 0.08838580548763275,
     "m": 1.0
    },
    {
     "p": 0.07469937950372696,
     "m": 1.0
    },
    {
     "p": 0.0790938287973404,
     "m": 1.0
    },
    {
     "p": 0.07581920921802521,
     "m": 1.0
    },
    {
     "p": 0.06650137156248093,
     "m": 1.0
    },
    {
     "p": 0.06857677549123764,
     "m": 1.0
    },
    {
     "p": 0.08774202316999435,
     "m": 1.0
    },
    {
     "p": 0.06330352276563644,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.5056254863739014,
   "val_loss": 0.9401748776435852,
   "acc": 72.75,
   "time": 256.77699944993947,
   "param": [
    {
     "p": 0.09625101089477539,
     "m": 1.0
    },
    {
     "p": 0.07665400952100754,
     "m": 1.0
    },
    {
     "p": 0.08982565253973007,
     "m": 1.0
    },
    {
     "p": 0.06832913309335709,
     "m": 1.0
    },
    {
     "p": 0.0602557472884655,
     "m": 1.0
    },
    {
     "p": 0.035656388849020004,
     "m": 1.0
    },
    {
     "p": 0.03968489170074463,
     "m": 1.0
    },
    {
     "p": 0.09175244718790054,
     "m": 1.0
    },
    {
     "p": 0.08256411552429199,
     "m": 1.0
    },
    {
     "p": 0.06488011032342911,
     "m": 1.0
    },
    {
     "p": 0.0553014799952507,
     "m": 1.0
    },
    {
     "p": 0.06568393856287003,
     "m": 1.0
    },
    {
     "p": 0.09983387589454651,
     "m": 1.0
    },
    {
     "p": 0.0733272060751915,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.5007522106170654,
   "val_loss": 1.0524826049804688,
   "acc": 71.76,
   "time": 259.2281666659983,
   "param": [
    {
     "p": 0.08393238484859467,
     "m": 1.0
    },
    {
     "p": 0.06290961802005768,
     "m": 1.0
    },
    {
     "p": 0.0833437442779541,
     "m": 1.0
    },
    {
     "p": 0.06437128037214279,
     "m": 1.0
    },
    {
     "p": 0.014933330938220024,
     "m": 1.0
    },
    {
     "p": 0.07998156547546387,
     "m": 1.0
    },
    {
     "p": 0.059164393693208694,
     "m": 1.0
    },
    {
     "p": 0.07760465145111084,
     "m": 1.0
    },
    {
     "p": 0.06031034141778946,
     "m": 1.0
    },
    {
     "p": 0.07223132997751236,
     "m": 1.0
    },
    {
     "p": 0.0696205198764801,
     "m": 1.0
    },
    {
     "p": 0.06975822895765305,
     "m": 1.0
    },
    {
     "p": 0.10807495564222336,
     "m": 1.0
    },
    {
     "p": 0.093763567507267,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.580527424812317,
   "val_loss": 0.6746866106987,
   "acc": 72.77,
   "time": 257.4650756289484,
   "param": [
    {
     "p": 0.08131933212280273,
     "m": 1.0
    },
    {
     "p": 0.08111758530139923,
     "m": 1.0
    },
    {
     "p": 0.06931546330451965,
     "m": 1.0
    },
    {
     "p": 0.07043462246656418,
     "m": 1.0
    },
    {
     "p": 0.04041000455617905,
     "m": 1.0
    },
    {
     "p": 0.06869372725486755,
     "m": 1.0
    },
    {
     "p": 0.05363782122731209,
     "m": 1.0
    },
    {
     "p": 0.06412192434072495,
     "m": 1.0
    },
    {
     "p": 0.08290503174066544,
     "m": 1.0
    },
    {
     "p": 0.10678710043430328,
     "m": 1.0
    },
    {
     "p": 0.06953363120555878,
     "m": 1.0
    },
    {
     "p": 0.06420193612575531,
     "m": 1.0
    },
    {
     "p": 0.08980713039636612,
     "m": 1.0
    },
    {
     "p": 0.05771477892994881,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.0043623447418213,
   "val_loss": 0.8393693566322327,
   "acc": 73.52,
   "time": 252.8686391740339,
   "param": [
    {
     "p": 0.09617219120264053,
     "m": 1.0
    },
    {
     "p": 0.021022124215960503,
     "m": 1.0
    },
    {
     "p": 0.08413782715797424,
     "m": 1.0
    },
    {
     "p": 0.10188797116279602,
     "m": 1.0
    },
    {
     "p": 0.0961141288280487,
     "m": 1.0
    },
    {
     "p": 0.034729283303022385,
     "m": 1.0
    },
    {
     "p": 0.06326404213905334,
     "m": 1.0
    },
    {
     "p": 0.07001208513975143,
     "m": 1.0
    },
    {
     "p": 0.06828140467405319,
     "m": 1.0
    },
    {
     "p": 0.05582604929804802,
     "m": 1.0
    },
    {
     "p": 0.07147061079740524,
     "m": 1.0
    },
    {
     "p": 0.07581718266010284,
     "m": 1.0
    },
    {
     "p": 0.08116113394498825,
     "m": 1.0
    },
    {
     "p": 0.08010398596525192,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.491135835647583,
   "val_loss": 0.8719383478164673,
   "acc": 72.29,
   "time": 258.8232207300607,
   "param": [
    {
     "p": 0.07697685807943344,
     "m": 1.0
    },
    {
     "p": 0.040575433522462845,
     "m": 1.0
    },
    {
     "p": 0.09332288801670074,
     "m": 1.0
    },
    {
     "p": 0.09579533338546753,
     "m": 1.0
    },
    {
     "p": 0.0661342516541481,
     "m": 1.0
    },
    {
     "p": 0.07207123190164566,
     "m": 1.0
    },
    {
     "p": 0.06862088292837143,
     "m": 1.0
    },
    {
     "p": 0.05708464980125427,
     "m": 1.0
    },
    {
     "p": 0.08189580589532852,
     "m": 1.0
    },
    {
     "p": 0.047147590667009354,
     "m": 1.0
    },
    {
     "p": 0.06919551640748978,
     "m": 1.0
    },
    {
     "p": 0.07202420383691788,
     "m": 1.0
    },
    {
     "p": 0.08640378713607788,
     "m": 1.0
    },
    {
     "p": 0.07275157421827316,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.9982144832611084,
   "val_loss": 0.8203535676002502,
   "acc": 73.06,
   "time": 255.1690801269142,
   "param": [
    {
     "p": 0.10111185163259506,
     "m": 1.0
    },
    {
     "p": 0.04372622072696686,
     "m": 1.0
    },
    {
     "p": 0.08536910265684128,
     "m": 1.0
    },
    {
     "p": 0.07485874742269516,
     "m": 1.0
    },
    {
     "p": 0.041409265249967575,
     "m": 1.0
    },
    {
     "p": 0.06831534206867218,
     "m": 1.0
    },
    {
     "p": 0.06908813863992691,
     "m": 1.0
    },
    {
     "p": 0.049242448061704636,
     "m": 1.0
    },
    {
     "p": 0.07867681980133057,
     "m": 1.0
    },
    {
     "p": 0.09648377448320389,
     "m": 1.0
    },
    {
     "p": 0.07522505521774292,
     "m": 1.0
    },
    {
     "p": 0.05383036285638809,
     "m": 1.0
    },
    {
     "p": 0.08339399844408035,
     "m": 1.0
    },
    {
     "p": 0.0792689174413681,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.290588140487671,
   "val_loss": 0.8277415633201599,
   "acc": 73.02,
   "time": 262.5871076530311,
   "param": [
    {
     "p": 0.09687420725822449,
     "m": 1.0
    },
    {
     "p": 0.07983537763357162,
     "m": 1.0
    },
    {
     "p": 0.0764666348695755,
     "m": 1.0
    },
    {
     "p": 0.03947795182466507,
     "m": 1.0
    },
    {
     "p": 0.06840907037258148,
     "m": 1.0
    },
    {
     "p": 0.0445869006216526,
     "m": 1.0
    },
    {
     "p": 0.05846984311938286,
     "m": 1.0
    },
    {
     "p": 0.08130073547363281,
     "m": 1.0
    },
    {
     "p": 0.06744417548179626,
     "m": 1.0
    },
    {
     "p": 0.06895400583744049,
     "m": 1.0
    },
    {
     "p": 0.07967673987150192,
     "m": 1.0
    },
    {
     "p": 0.09239102154970169,
     "m": 1.0
    },
    {
     "p": 0.0778413638472557,
     "m": 1.0
    },
    {
     "p": 0.06827199459075928,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.503507375717163,
   "val_loss": 0.7713311910629272,
   "acc": 72.77,
   "time": 250.62550605495926,
   "param": [
    {
     "p": 0.07944629341363907,
     "m": 1.0
    },
    {
     "p": 0.06513707339763641,
     "m": 1.0
    },
    {
     "p": 0.10003875941038132,
     "m": 1.0
    },
    {
     "p": 0.0704166442155838,
     "m": 1.0
    },
    {
     "p": 0.05255083367228508,
     "m": 1.0
    },
    {
     "p": 0.06009017676115036,
     "m": 1.0
    },
    {
     "p": 0.07721985876560211,
     "m": 1.0
    },
    {
     "p": 0.0644715428352356,
     "m": 1.0
    },
    {
     "p": 0.0744234099984169,
     "m": 1.0
    },
    {
     "p": 0.050758857280015945,
     "m": 1.0
    },
    {
     "p": 0.09133892506361008,
     "m": 1.0
    },
    {
     "p": 0.054416473954916,
     "m": 1.0
    },
    {
     "p": 0.0849132314324379,
     "m": 1.0
    },
    {
     "p": 0.07477788627147675,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.2739043235778809,
   "val_loss": 0.8387409448623657,
   "acc": 72.57,
   "time": 260.9008755850373,
   "param": [
    {
     "p": 0.07228656858205795,
     "m": 1.0
    },
    {
     "p": 0.07386074960231781,
     "m": 1.0
    },
    {
     "p": 0.10232193022966385,
     "m": 1.0
    },
    {
     "p": 0.0506034754216671,
     "m": 1.0
    },
    {
     "p": 0.04998622462153435,
     "m": 1.0
    },
    {
     "p": 0.062154773622751236,
     "m": 1.0
    },
    {
     "p": 0.07412588596343994,
     "m": 1.0
    },
    {
     "p": 0.07561881095170975,
     "m": 1.0
    },
    {
     "p": 0.07415855675935745,
     "m": 1.0
    },
    {
     "p": 0.06081918627023697,
     "m": 1.0
    },
    {
     "p": 0.07425897568464279,
     "m": 1.0
    },
    {
     "p": 0.053564347326755524,
     "m": 1.0
    },
    {
     "p": 0.08967635780572891,
     "m": 1.0
    },
    {
     "p": 0.08656411617994308,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.4294939041137695,
   "val_loss": 0.8298463821411133,
   "acc": 73.59,
   "time": 255.96356652595568,
   "param": [
    {
     "p": 0.0813889130949974,
     "m": 1.0
    },
    {
     "p": 0.05150968208909035,
     "m": 1.0
    },
    {
     "p": 0.10399799048900604,
     "m": 1.0
    },
    {
     "p": 0.053774964064359665,
     "m": 1.0
    },
    {
     "p": 0.0256064273416996,
     "m": 1.0
    },
    {
     "p": 0.0690385103225708,
     "m": 1.0
    },
    {
     "p": 0.06933870166540146,
     "m": 1.0
    },
    {
     "p": 0.07199017703533173,
     "m": 1.0
    },
    {
     "p": 0.07654666900634766,
     "m": 1.0
    },
    {
     "p": 0.08679051697254181,
     "m": 1.0
    },
    {
     "p": 0.09208430349826813,
     "m": 1.0
    },
    {
     "p": 0.09391564130783081,
     "m": 1.0
    },
    {
     "p": 0.0575362928211689,
     "m": 1.0
    },
    {
     "p": 0.06648124009370804,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.170974612236023,
   "val_loss": 0.8552276492118835,
   "acc": 72.61,
   "time": 265.92443381797057,
   "param": [
    {
     "p": 0.09918070584535599,
     "m": 1.0
    },
    {
     "p": 0.06952089816331863,
     "m": 1.0
    },
    {
     "p": 0.08319898694753647,
     "m": 1.0
    },
    {
     "p": 0.048370737582445145,
     "m": 1.0
    },
    {
     "p": 0.0607597678899765,
     "m": 1.0
    },
    {
     "p": 0.06828687340021133,
     "m": 1.0
    },
    {
     "p": 0.08315669745206833,
     "m": 1.0
    },
    {
     "p": 0.04322970286011696,
     "m": 1.0
    },
    {
     "p": 0.10109443217515945,
     "m": 1.0
    },
    {
     "p": 0.05354165658354759,
     "m": 1.0
    },
    {
     "p": 0.07782947272062302,
     "m": 1.0
    },
    {
     "p": 0.06255306303501129,
     "m": 1.0
    },
    {
     "p": 0.08928517997264862,
     "m": 1.0
    },
    {
     "p": 0.059991780668497086,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.1648223400115967,
   "val_loss": 0.7250415682792664,
   "acc": 73.48,
   "time": 268.2332886470249,
   "param": [
    {
     "p": 0.08892253041267395,
     "m": 1.0
    },
    {
     "p": 0.038197390735149384,
     "m": 1.0
    },
    {
     "p": 0.09268587082624435,
     "m": 1.0
    },
    {
     "p": 0.08193782716989517,
     "m": 1.0
    },
    {
     "p": 0.06869576126337051,
     "m": 1.0
    },
    {
     "p": 0.041226163506507874,
     "m": 1.0
    },
    {
     "p": 0.08352383971214294,
     "m": 1.0
    },
    {
     "p": 0.051395073533058167,
     "m": 1.0
    },
    {
     "p": 0.054769717156887054,
     "m": 1.0
    },
    {
     "p": 0.08349434286355972,
     "m": 1.0
    },
    {
     "p": 0.0720454677939415,
     "m": 1.0
    },
    {
     "p": 0.07603461295366287,
     "m": 1.0
    },
    {
     "p": 0.0925792008638382,
     "m": 1.0
    },
    {
     "p": 0.07449229806661606,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.3020893335342407,
   "val_loss": 0.8246111273765564,
   "acc": 73.89,
   "time": 260.1890735599445,
   "param": [
    {
     "p": 0.06868686527013779,
     "m": 1.0
    },
    {
     "p": 0.06680160760879517,
     "m": 1.0
    },
    {
     "p": 0.08122556656599045,
     "m": 1.0
    },
    {
     "p": 0.07660125195980072,
     "m": 1.0
    },
    {
     "p": 0.058436986058950424,
     "m": 1.0
    },
    {
     "p": 0.07232099771499634,
     "m": 1.0
    },
    {
     "p": 0.08320638537406921,
     "m": 1.0
    },
    {
     "p": 0.06626605242490768,
     "m": 1.0
    },
    {
     "p": 0.06456369161605835,
     "m": 1.0
    },
    {
     "p": 0.06757130473852158,
     "m": 1.0
    },
    {
     "p": 0.0570240318775177,
     "m": 1.0
    },
    {
     "p": 0.0695316344499588,
     "m": 1.0
    },
    {
     "p": 0.08758477121591568,
     "m": 1.0
    },
    {
     "p": 0.08017886430025101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.157983660697937,
   "val_loss": 0.8451704382896423,
   "acc": 73.08,
   "time": 254.0207903829869,
   "param": [
    {
     "p": 0.09373833984136581,
     "m": 1.0
    },
    {
     "p": 0.05099227651953697,
     "m": 1.0
    },
    {
     "p": 0.07673870772123337,
     "m": 1.0
    },
    {
     "p": 0.0655594915151596,
     "m": 1.0
    },
    {
     "p": 0.02985941804945469,
     "m": 1.0
    },
    {
     "p": 0.04867257550358772,
     "m": 1.0
    },
    {
     "p": 0.07542803138494492,
     "m": 1.0
    },
    {
     "p": 0.06201227754354477,
     "m": 1.0
    },
    {
     "p": 0.07860416173934937,
     "m": 1.0
    },
    {
     "p": 0.0811714306473732,
     "m": 1.0
    },
    {
     "p": 0.09794057160615921,
     "m": 1.0
    },
    {
     "p": 0.05824616178870201,
     "m": 1.0
    },
    {
     "p": 0.09680431336164474,
     "m": 1.0
    },
    {
     "p": 0.08423226326704025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.1235721111297607,
   "val_loss": 0.7326759099960327,
   "acc": 73.57,
   "time": 270.8133812890155,
   "param": [
    {
     "p": 0.08490552753210068,
     "m": 1.0
    },
    {
     "p": 0.029657360166311264,
     "m": 1.0
    },
    {
     "p": 0.09577257186174393,
     "m": 1.0
    },
    {
     "p": 0.07343648374080658,
     "m": 1.0
    },
    {
     "p": 0.026645032688975334,
     "m": 1.0
    },
    {
     "p": 0.036183107644319534,
     "m": 1.0
    },
    {
     "p": 0.0697006955742836,
     "m": 1.0
    },
    {
     "p": 0.07213377952575684,
     "m": 1.0
    },
    {
     "p": 0.10330889374017715,
     "m": 1.0
    },
    {
     "p": 0.06292157620191574,
     "m": 1.0
    },
    {
     "p": 0.09426552802324295,
     "m": 1.0
    },
    {
     "p": 0.10026303678750992,
     "m": 1.0
    },
    {
     "p": 0.10301551967859268,
     "m": 1.0
    },
    {
     "p": 0.04779088869690895,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.1444560289382935,
   "val_loss": 0.8997125029563904,
   "acc": 72.19,
   "time": 264.4290329639334,
   "param": [
    {
     "p": 0.08901888877153397,
     "m": 1.0
    },
    {
     "p": 0.04394121095538139,
     "m": 1.0
    },
    {
     "p": 0.09313910454511642,
     "m": 1.0
    },
    {
     "p": 0.06186318397521973,
     "m": 1.0
    },
    {
     "p": 0.06603336334228516,
     "m": 1.0
    },
    {
     "p": 0.03672331944108009,
     "m": 1.0
    },
    {
     "p": 0.06442894786596298,
     "m": 1.0
    },
    {
     "p": 0.07152173668146133,
     "m": 1.0
    },
    {
     "p": 0.07133562117815018,
     "m": 1.0
    },
    {
     "p": 0.08745244890451431,
     "m": 1.0
    },
    {
     "p": 0.06760407984256744,
     "m": 1.0
    },
    {
     "p": 0.07398668676614761,
     "m": 1.0
    },
    {
     "p": 0.10116011649370193,
     "m": 1.0
    },
    {
     "p": 0.07179126143455505,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.3449490070343018,
   "val_loss": 0.8094723224639893,
   "acc": 73.26,
   "time": 264.4227446250152,
   "param": [
    {
     "p": 0.07149754464626312,
     "m": 1.0
    },
    {
     "p": 0.08085363358259201,
     "m": 1.0
    },
    {
     "p": 0.0871431902050972,
     "m": 1.0
    },
    {
     "p": 0.07692494243383408,
     "m": 1.0
    },
    {
     "p": 0.03275255858898163,
     "m": 1.0
    },
    {
     "p": 0.05546517297625542,
     "m": 1.0
    },
    {
     "p": 0.08227239549160004,
     "m": 1.0
    },
    {
     "p": 0.054089318960905075,
     "m": 1.0
    },
    {
     "p": 0.08085636049509048,
     "m": 1.0
    },
    {
     "p": 0.061477478593587875,
     "m": 1.0
    },
    {
     "p": 0.06383753567934036,
     "m": 1.0
    },
    {
     "p": 0.088753841817379,
     "m": 1.0
    },
    {
     "p": 0.08615371584892273,
     "m": 1.0
    },
    {
     "p": 0.07792240381240845,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.9668338298797607,
   "val_loss": 0.9124209880828857,
   "acc": 72.58,
   "time": 265.4955018250039,
   "param": [
    {
     "p": 0.07720521837472916,
     "m": 1.0
    },
    {
     "p": 0.061015959829092026,
     "m": 1.0
    },
    {
     "p": 0.07373848557472229,
     "m": 1.0
    },
    {
     "p": 0.07375400513410568,
     "m": 1.0
    },
    {
     "p": 0.06780853122472763,
     "m": 1.0
    },
    {
     "p": 0.06668795645236969,
     "m": 1.0
    },
    {
     "p": 0.08440862596035004,
     "m": 1.0
    },
    {
     "p": 0.041712865233421326,
     "m": 1.0
    },
    {
     "p": 0.06864926218986511,
     "m": 1.0
    },
    {
     "p": 0.0668419748544693,
     "m": 1.0
    },
    {
     "p": 0.10821174085140228,
     "m": 1.0
    },
    {
     "p": 0.0680924504995346,
     "m": 1.0
    },
    {
     "p": 0.07858544588088989,
     "m": 1.0
    },
    {
     "p": 0.06328745931386948,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.1858892440795898,
   "val_loss": 0.7571706771850586,
   "acc": 73.62,
   "time": 256.00290378998034,
   "param": [
    {
     "p": 0.06603999435901642,
     "m": 1.0
    },
    {
     "p": 0.049853961914777756,
     "m": 1.0
    },
    {
     "p": 0.09123820066452026,
     "m": 1.0
    },
    {
     "p": 0.07783235609531403,
     "m": 1.0
    },
    {
     "p": 0.051176197826862335,
     "m": 1.0
    },
    {
     "p": 0.05154038965702057,
     "m": 1.0
    },
    {
     "p": 0.06657008081674576,
     "m": 1.0
    },
    {
     "p": 0.08341175317764282,
     "m": 1.0
    },
    {
     "p": 0.0697786882519722,
     "m": 1.0
    },
    {
     "p": 0.07824225723743439,
     "m": 1.0
    },
    {
     "p": 0.06711070984601974,
     "m": 1.0
    },
    {
     "p": 0.06470780819654465,
     "m": 1.0
    },
    {
     "p": 0.1003805622458458,
     "m": 1.0
    },
    {
     "p": 0.08211705088615417,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.2336912155151367,
   "val_loss": 0.7435999512672424,
   "acc": 72.65,
   "time": 260.84558371594176,
   "param": [
    {
     "p": 0.11371780931949615,
     "m": 1.0
    },
    {
     "p": 0.06183244287967682,
     "m": 1.0
    },
    {
     "p": 0.08976045995950699,
     "m": 1.0
    },
    {
     "p": 0.039240606129169464,
     "m": 1.0
    },
    {
     "p": 0.052785035222768784,
     "m": 1.0
    },
    {
     "p": 0.04428272694349289,
     "m": 1.0
    },
    {
     "p": 0.05452681705355644,
     "m": 1.0
    },
    {
     "p": 0.08398494124412537,
     "m": 1.0
    },
    {
     "p": 0.06855528801679611,
     "m": 1.0
    },
    {
     "p": 0.07978100329637527,
     "m": 1.0
    },
    {
     "p": 0.05643720552325249,
     "m": 1.0
    },
    {
     "p": 0.0974154993891716,
     "m": 1.0
    },
    {
     "p": 0.08705756813287735,
     "m": 1.0
    },
    {
     "p": 0.07062259316444397,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.723748803138733,
   "val_loss": 0.6909197568893433,
   "acc": 73.99,
   "time": 275.4542203019373,
   "param": [
    {
     "p": 0.08135829120874405,
     "m": 1.0
    },
    {
     "p": 0.06036023050546646,
     "m": 1.0
    },
    {
     "p": 0.09756553173065186,
     "m": 1.0
    },
    {
     "p": 0.06466151028871536,
     "m": 1.0
    },
    {
     "p": 0.07936084270477295,
     "m": 1.0
    },
    {
     "p": 0.06925855576992035,
     "m": 1.0
    },
    {
     "p": 0.07386088371276855,
     "m": 1.0
    },
    {
     "p": 0.07648299634456635,
     "m": 1.0
    },
    {
     "p": 0.08496584743261337,
     "m": 1.0
    },
    {
     "p": 0.09979677200317383,
     "m": 1.0
    },
    {
     "p": 0.05064373463392258,
     "m": 1.0
    },
    {
     "p": 0.08628404885530472,
     "m": 1.0
    },
    {
     "p": 0.036519624292850494,
     "m": 1.0
    },
    {
     "p": 0.03888113424181938,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.1399118900299072,
   "val_loss": 0.6485201120376587,
   "acc": 72.76,
   "time": 266.67588008893654,
   "param": [
    {
     "p": 0.10127879679203033,
     "m": 1.0
    },
    {
     "p": 0.041997767984867096,
     "m": 1.0
    },
    {
     "p": 0.09133421629667282,
     "m": 1.0
    },
    {
     "p": 0.045995526015758514,
     "m": 1.0
    },
    {
     "p": 0.04543508216738701,
     "m": 1.0
    },
    {
     "p": 0.05827140435576439,
     "m": 1.0
    },
    {
     "p": 0.0679272711277008,
     "m": 1.0
    },
    {
     "p": 0.08195199817419052,
     "m": 1.0
    },
    {
     "p": 0.09258205443620682,
     "m": 1.0
    },
    {
     "p": 0.04642000421881676,
     "m": 1.0
    },
    {
     "p": 0.07346111536026001,
     "m": 1.0
    },
    {
     "p": 0.08780831843614578,
     "m": 1.0
    },
    {
     "p": 0.09083230793476105,
     "m": 1.0
    },
    {
     "p": 0.07470408827066422,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 151,
   "train_loss": 1.216241717338562,
   "val_loss": 0.9451805353164673,
   "acc": 72.62,
   "time": 261.33415455999784,
   "param": [
    {
     "p": 0.06147540360689163,
     "m": 1.0
    },
    {
     "p": 0.07817033678293228,
     "m": 1.0
    },
    {
     "p": 0.08847355842590332,
     "m": 1.0
    },
    {
     "p": 0.08087046444416046,
     "m": 1.0
    },
    {
     "p": 0.030856894329190254,
     "m": 1.0
    },
    {
     "p": 0.0627460703253746,
     "m": 1.0
    },
    {
     "p": 0.08509449660778046,
     "m": 1.0
    },
    {
     "p": 0.06398753821849823,
     "m": 1.0
    },
    {
     "p": 0.09281954914331436,
     "m": 1.0
    },
    {
     "p": 0.06329230219125748,
     "m": 1.0
    },
    {
     "p": 0.06195562705397606,
     "m": 1.0
    },
    {
     "p": 0.0852448120713234,
     "m": 1.0
    },
    {
     "p": 0.09953626245260239,
     "m": 1.0
    },
    {
     "p": 0.045476675033569336,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 152,
   "train_loss": 1.0659403800964355,
   "val_loss": 0.7904027104377747,
   "acc": 73.06,
   "time": 263.1787555019837,
   "param": [
    {
     "p": 0.08531422913074493,
     "m": 1.0
    },
    {
     "p": 0.04894571378827095,
     "m": 1.0
    },
    {
     "p": 0.0931500568985939,
     "m": 1.0
    },
    {
     "p": 0.08345668017864227,
     "m": 1.0
    },
    {
     "p": 0.07279492914676666,
     "m": 1.0
    },
    {
     "p": 0.04189073294401169,
     "m": 1.0
    },
    {
     "p": 0.08846606314182281,
     "m": 1.0
    },
    {
     "p": 0.08179356157779694,
     "m": 1.0
    },
    {
     "p": 0.04209402948617935,
     "m": 1.0
    },
    {
     "p": 0.05519908294081688,
     "m": 1.0
    },
    {
     "p": 0.06700439006090164,
     "m": 1.0
    },
    {
     "p": 0.08883975446224213,
     "m": 1.0
    },
    {
     "p": 0.11161109805107117,
     "m": 1.0
    },
    {
     "p": 0.03943980112671852,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 153,
   "train_loss": 1.1286815404891968,
   "val_loss": 0.9004636406898499,
   "acc": 73.37,
   "time": 274.30460480903275,
   "param": [
    {
     "p": 0.06843496859073639,
     "m": 1.0
    },
    {
     "p": 0.04569022357463837,
     "m": 1.0
    },
    {
     "p": 0.09718240797519684,
     "m": 1.0
    },
    {
     "p": 0.051651228219270706,
     "m": 1.0
    },
    {
     "p": 0.0247044675052166,
     "m": 1.0
    },
    {
     "p": 0.06724410504102707,
     "m": 1.0
    },
    {
     "p": 0.06763271987438202,
     "m": 1.0
    },
    {
     "p": 0.07755164802074432,
     "m": 1.0
    },
    {
     "p": 0.09304609894752502,
     "m": 1.0
    },
    {
     "p": 0.057299643754959106,
     "m": 1.0
    },
    {
     "p": 0.07513238489627838,
     "m": 1.0
    },
    {
     "p": 0.09895701706409454,
     "m": 1.0
    },
    {
     "p": 0.09933104366064072,
     "m": 1.0
    },
    {
     "p": 0.0761420726776123,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 154,
   "train_loss": 1.4755454063415527,
   "val_loss": 0.7567792534828186,
   "acc": 73.12,
   "time": 255.41748375003226,
   "param": [
    {
     "p": 0.08628419041633606,
     "m": 1.0
    },
    {
     "p": 0.0845295786857605,
     "m": 1.0
    },
    {
     "p": 0.07702360302209854,
     "m": 1.0
    },
    {
     "p": 0.08887893706560135,
     "m": 1.0
    },
    {
     "p": 0.031042739748954773,
     "m": 1.0
    },
    {
     "p": 0.04131179302930832,
     "m": 1.0
    },
    {
     "p": 0.10492683202028275,
     "m": 1.0
    },
    {
     "p": 0.07168524712324142,
     "m": 1.0
    },
    {
     "p": 0.047939594835042953,
     "m": 1.0
    },
    {
     "p": 0.07496916502714157,
     "m": 1.0
    },
    {
     "p": 0.07684826850891113,
     "m": 1.0
    },
    {
     "p": 0.07732275128364563,
     "m": 1.0
    },
    {
     "p": 0.07657322287559509,
     "m": 1.0
    },
    {
     "p": 0.06066400185227394,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 155,
   "train_loss": 1.0495836734771729,
   "val_loss": 0.9028953313827515,
   "acc": 72.58,
   "time": 263.20292496995535,
   "param": [
    {
     "p": 0.08021936565637589,
     "m": 1.0
    },
    {
     "p": 0.07255832105875015,
     "m": 1.0
    },
    {
     "p": 0.06725555658340454,
     "m": 1.0
    },
    {
     "p": 0.0616753026843071,
     "m": 1.0
    },
    {
     "p": 0.034085214138031006,
     "m": 1.0
    },
    {
     "p": 0.050960246473550797,
     "m": 1.0
    },
    {
     "p": 0.08429722487926483,
     "m": 1.0
    },
    {
     "p": 0.09159618616104126,
     "m": 1.0
    },
    {
     "p": 0.07534420490264893,
     "m": 1.0
    },
    {
     "p": 0.07244735956192017,
     "m": 1.0
    },
    {
     "p": 0.09475625306367874,
     "m": 1.0
    },
    {
     "p": 0.08685699850320816,
     "m": 1.0
    },
    {
     "p": 0.07107549160718918,
     "m": 1.0
    },
    {
     "p": 0.056872300803661346,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 156,
   "train_loss": 1.3446464538574219,
   "val_loss": 0.8477994799613953,
   "acc": 71.93,
   "time": 258.2598586350214,
   "param": [
    {
     "p": 0.10640544444322586,
     "m": 1.0
    },
    {
     "p": 0.06632272154092789,
     "m": 1.0
    },
    {
     "p": 0.08090504258871078,
     "m": 1.0
    },
    {
     "p": 0.060198258608579636,
     "m": 1.0
    },
    {
     "p": 0.04860468953847885,
     "m": 1.0
    },
    {
     "p": 0.02208618074655533,
     "m": 1.0
    },
    {
     "p": 0.09499814361333847,
     "m": 1.0
    },
    {
     "p": 0.07552702724933624,
     "m": 1.0
    },
    {
     "p": 0.07817128300666809,
     "m": 1.0
    },
    {
     "p": 0.09625017642974854,
     "m": 1.0
    },
    {
     "p": 0.06077636405825615,
     "m": 1.0
    },
    {
     "p": 0.04394107684493065,
     "m": 1.0
    },
    {
     "p": 0.07898453623056412,
     "m": 1.0
    },
    {
     "p": 0.0868290364742279,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 157,
   "train_loss": 1.3141255378723145,
   "val_loss": 0.8456228375434875,
   "acc": 73.41,
   "time": 266.8570311110234,
   "param": [
    {
     "p": 0.06993835419416428,
     "m": 1.0
    },
    {
     "p": 0.06999821960926056,
     "m": 1.0
    },
    {
     "p": 0.08475614339113235,
     "m": 1.0
    },
    {
     "p": 0.07013507932424545,
     "m": 1.0
    },
    {
     "p": 0.05037347227334976,
     "m": 1.0
    },
    {
     "p": 0.052367016673088074,
     "m": 1.0
    },
    {
     "p": 0.0822455883026123,
     "m": 1.0
    },
    {
     "p": 0.06736727058887482,
     "m": 1.0
    },
    {
     "p": 0.05006591975688934,
     "m": 1.0
    },
    {
     "p": 0.023024940863251686,
     "m": 1.0
    },
    {
     "p": 0.10972465574741364,
     "m": 1.0
    },
    {
     "p": 0.0809328630566597,
     "m": 1.0
    },
    {
     "p": 0.09416823834180832,
     "m": 1.0
    },
    {
     "p": 0.0949021726846695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 158,
   "train_loss": 0.984512209892273,
   "val_loss": 0.8983984589576721,
   "acc": 73.64,
   "time": 252.63463658909313,
   "param": [
    {
     "p": 0.060514383018016815,
     "m": 1.0
    },
    {
     "p": 0.07688380032777786,
     "m": 1.0
    },
    {
     "p": 0.10549858957529068,
     "m": 1.0
    },
    {
     "p": 0.06947706639766693,
     "m": 1.0
    },
    {
     "p": 0.06022029370069504,
     "m": 1.0
    },
    {
     "p": 0.023840440437197685,
     "m": 1.0
    },
    {
     "p": 0.07168372720479965,
     "m": 1.0
    },
    {
     "p": 0.07398142665624619,
     "m": 1.0
    },
    {
     "p": 0.10387121140956879,
     "m": 1.0
    },
    {
     "p": 0.07183796167373657,
     "m": 1.0
    },
    {
     "p": 0.08072024583816528,
     "m": 1.0
    },
    {
     "p": 0.047256048768758774,
     "m": 1.0
    },
    {
     "p": 0.07997060567140579,
     "m": 1.0
    },
    {
     "p": 0.07424421608448029,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 159,
   "train_loss": 1.0688608884811401,
   "val_loss": 0.8113033175468445,
   "acc": 73.23,
   "time": 259.3678712720284,
   "param": [
    {
     "p": 0.08230859786272049,
     "m": 1.0
    },
    {
     "p": 0.07392442226409912,
     "m": 1.0
    },
    {
     "p": 0.08147574961185455,
     "m": 1.0
    },
    {
     "p": 0.07611851394176483,
     "m": 1.0
    },
    {
     "p": 0.06520308554172516,
     "m": 1.0
    },
    {
     "p": 0.07270142436027527,
     "m": 1.0
    },
    {
     "p": 0.0732080414891243,
     "m": 1.0
    },
    {
     "p": 0.0741518884897232,
     "m": 1.0
    },
    {
     "p": 0.059134889394044876,
     "m": 1.0
    },
    {
     "p": 0.06363531202077866,
     "m": 1.0
    },
    {
     "p": 0.0684046521782875,
     "m": 1.0
    },
    {
     "p": 0.06411974132061005,
     "m": 1.0
    },
    {
     "p": 0.08505353331565857,
     "m": 1.0
    },
    {
     "p": 0.06056017428636551,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 160,
   "train_loss": 1.2672748565673828,
   "val_loss": 0.7976913452148438,
   "acc": 72.89,
   "time": 268.6672319829231,
   "param": [
    {
     "p": 0.06751518696546555,
     "m": 1.0
    },
    {
     "p": 0.0738397017121315,
     "m": 1.0
    },
    {
     "p": 0.06354305148124695,
     "m": 1.0
    },
    {
     "p": 0.05073697865009308,
     "m": 1.0
    },
    {
     "p": 0.04164494201540947,
     "m": 1.0
    },
    {
     "p": 0.08952141553163528,
     "m": 1.0
    },
    {
     "p": 0.09726539999246597,
     "m": 1.0
    },
    {
     "p": 0.08251209557056427,
     "m": 1.0
    },
    {
     "p": 0.0561087504029274,
     "m": 1.0
    },
    {
     "p": 0.05698632448911667,
     "m": 1.0
    },
    {
     "p": 0.07379762828350067,
     "m": 1.0
    },
    {
     "p": 0.0676371157169342,
     "m": 1.0
    },
    {
     "p": 0.1002693921327591,
     "m": 1.0
    },
    {
     "p": 0.07862193882465363,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 161,
   "train_loss": 1.3544718027114868,
   "val_loss": 0.9813508987426758,
   "acc": 72.71,
   "time": 259.1708500809036,
   "param": [
    {
     "p": 0.047501783818006516,
     "m": 1.0
    },
    {
     "p": 0.06530614197254181,
     "m": 1.0
    },
    {
     "p": 0.10296192020177841,
     "m": 1.0
    },
    {
     "p": 0.061570171266794205,
     "m": 1.0
    },
    {
     "p": 0.03873348981142044,
     "m": 1.0
    },
    {
     "p": 0.046046990901231766,
     "m": 1.0
    },
    {
     "p": 0.07743572443723679,
     "m": 1.0
    },
    {
     "p": 0.07064121216535568,
     "m": 1.0
    },
    {
     "p": 0.09270414710044861,
     "m": 1.0
    },
    {
     "p": 0.05790239945054054,
     "m": 1.0
    },
    {
     "p": 0.08768827468156815,
     "m": 1.0
    },
    {
     "p": 0.08746711909770966,
     "m": 1.0
    },
    {
     "p": 0.09289846569299698,
     "m": 1.0
    },
    {
     "p": 0.07114231586456299,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 162,
   "train_loss": 1.249924659729004,
   "val_loss": 0.900643527507782,
   "acc": 73.42,
   "time": 255.16535885306075,
   "param": [
    {
     "p": 0.056990012526512146,
     "m": 1.0
    },
    {
     "p": 0.056159857660532,
     "m": 1.0
    },
    {
     "p": 0.1025044396519661,
     "m": 1.0
    },
    {
     "p": 0.061047084629535675,
     "m": 1.0
    },
    {
     "p": 0.07376246899366379,
     "m": 1.0
    },
    {
     "p": 0.06050366535782814,
     "m": 1.0
    },
    {
     "p": 0.06799087673425674,
     "m": 1.0
    },
    {
     "p": 0.06767654418945312,
     "m": 1.0
    },
    {
     "p": 0.0865979790687561,
     "m": 1.0
    },
    {
     "p": 0.07777617871761322,
     "m": 1.0
    },
    {
     "p": 0.06479460746049881,
     "m": 1.0
    },
    {
     "p": 0.07969246804714203,
     "m": 1.0
    },
    {
     "p": 0.07391136139631271,
     "m": 1.0
    },
    {
     "p": 0.07059244066476822,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 163,
   "train_loss": 1.3330732583999634,
   "val_loss": 0.8866996169090271,
   "acc": 72.95,
   "time": 256.06776467501186,
   "param": [
    {
     "p": 0.06943724304437637,
     "m": 1.0
    },
    {
     "p": 0.058754533529281616,
     "m": 1.0
    },
    {
     "p": 0.09333424270153046,
     "m": 1.0
    },
    {
     "p": 0.04350460693240166,
     "m": 1.0
    },
    {
     "p": 0.05402258038520813,
     "m": 1.0
    },
    {
     "p": 0.08299560099840164,
     "m": 1.0
    },
    {
     "p": 0.05812125280499458,
     "m": 1.0
    },
    {
     "p": 0.07855992764234543,
     "m": 1.0
    },
    {
     "p": 0.0784853920340538,
     "m": 1.0
    },
    {
     "p": 0.06591089814901352,
     "m": 1.0
    },
    {
     "p": 0.08521067351102829,
     "m": 1.0
    },
    {
     "p": 0.07222475111484528,
     "m": 1.0
    },
    {
     "p": 0.08809210360050201,
     "m": 1.0
    },
    {
     "p": 0.07134607434272766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 164,
   "train_loss": 1.2684277296066284,
   "val_loss": 0.7913725972175598,
   "acc": 73.37,
   "time": 259.3115790010197,
   "param": [
    {
     "p": 0.07701440900564194,
     "m": 1.0
    },
    {
     "p": 0.03429541736841202,
     "m": 1.0
    },
    {
     "p": 0.06473732739686966,
     "m": 1.0
    },
    {
     "p": 0.08239425718784332,
     "m": 1.0
    },
    {
     "p": 0.08426760882139206,
     "m": 1.0
    },
    {
     "p": 0.04853297397494316,
     "m": 1.0
    },
    {
     "p": 0.09201496839523315,
     "m": 1.0
    },
    {
     "p": 0.08218228071928024,
     "m": 1.0
    },
    {
     "p": 0.05157335102558136,
     "m": 1.0
    },
    {
     "p": 0.08485482633113861,
     "m": 1.0
    },
    {
     "p": 0.07408330589532852,
     "m": 1.0
    },
    {
     "p": 0.07048897445201874,
     "m": 1.0
    },
    {
     "p": 0.09135674685239792,
     "m": 1.0
    },
    {
     "p": 0.062203552573919296,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 165,
   "train_loss": 0.8932488560676575,
   "val_loss": 0.8968634009361267,
   "acc": 73.01,
   "time": 257.9824568349868,
   "param": [
    {
     "p": 0.09988398849964142,
     "m": 1.0
    },
    {
     "p": 0.0855550467967987,
     "m": 1.0
    },
    {
     "p": 0.10313618183135986,
     "m": 1.0
    },
    {
     "p": 0.07136458158493042,
     "m": 1.0
    },
    {
     "p": 0.06451571732759476,
     "m": 1.0
    },
    {
     "p": 0.03624572977423668,
     "m": 1.0
    },
    {
     "p": 0.07342187315225601,
     "m": 1.0
    },
    {
     "p": 0.0772496834397316,
     "m": 1.0
    },
    {
     "p": 0.09074084460735321,
     "m": 1.0
    },
    {
     "p": 0.10033460706472397,
     "m": 1.0
    },
    {
     "p": 0.05424138903617859,
     "m": 1.0
    },
    {
     "p": 0.025900861248373985,
     "m": 1.0
    },
    {
     "p": 0.07339777052402496,
     "m": 1.0
    },
    {
     "p": 0.04401170834898949,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 166,
   "train_loss": 1.32783842086792,
   "val_loss": 0.8413469791412354,
   "acc": 74.02,
   "time": 249.00684510800056,
   "param": [
    {
     "p": 0.09928195178508759,
     "m": 1.0
    },
    {
     "p": 0.06298279017210007,
     "m": 1.0
    },
    {
     "p": 0.07371579855680466,
     "m": 1.0
    },
    {
     "p": 0.027763700112700462,
     "m": 1.0
    },
    {
     "p": 0.06520495563745499,
     "m": 1.0
    },
    {
     "p": 0.07715984433889389,
     "m": 1.0
    },
    {
     "p": 0.06804206222295761,
     "m": 1.0
    },
    {
     "p": 0.09232107549905777,
     "m": 1.0
    },
    {
     "p": 0.03625074028968811,
     "m": 1.0
    },
    {
     "p": 0.06233930587768555,
     "m": 1.0
    },
    {
     "p": 0.06803680211305618,
     "m": 1.0
    },
    {
     "p": 0.08982385694980621,
     "m": 1.0
    },
    {
     "p": 0.09799284487962723,
     "m": 1.0
    },
    {
     "p": 0.07908427715301514,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 167,
   "train_loss": 1.3581323623657227,
   "val_loss": 0.7313647866249084,
   "acc": 73.35,
   "time": 259.43110046104994,
   "param": [
    {
     "p": 0.08029448240995407,
     "m": 1.0
    },
    {
     "p": 0.05980239808559418,
     "m": 1.0
    },
    {
     "p": 0.06662654131650925,
     "m": 1.0
    },
    {
     "p": 0.07300560921430588,
     "m": 1.0
    },
    {
     "p": 0.07210888713598251,
     "m": 1.0
    },
    {
     "p": 0.07220282405614853,
     "m": 1.0
    },
    {
     "p": 0.07198968529701233,
     "m": 1.0
    },
    {
     "p": 0.0736183375120163,
     "m": 1.0
    },
    {
     "p": 0.06353870779275894,
     "m": 1.0
    },
    {
     "p": 0.08111653476953506,
     "m": 1.0
    },
    {
     "p": 0.08123356848955154,
     "m": 1.0
    },
    {
     "p": 0.06866174191236496,
     "m": 1.0
    },
    {
     "p": 0.07588968425989151,
     "m": 1.0
    },
    {
     "p": 0.059911057353019714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 168,
   "train_loss": 0.8346958756446838,
   "val_loss": 0.8861569166183472,
   "acc": 72.0,
   "time": 260.7117420900613,
   "param": [
    {
     "p": 0.059206679463386536,
     "m": 1.0
    },
    {
     "p": 0.05672433599829674,
     "m": 1.0
    },
    {
     "p": 0.07082707434892654,
     "m": 1.0
    },
    {
     "p": 0.06904395669698715,
     "m": 1.0
    },
    {
     "p": 0.0750667080283165,
     "m": 1.0
    },
    {
     "p": 0.03375224024057388,
     "m": 1.0
    },
    {
     "p": 0.07636211812496185,
     "m": 1.0
    },
    {
     "p": 0.08630585670471191,
     "m": 1.0
    },
    {
     "p": 0.0685332864522934,
     "m": 1.0
    },
    {
     "p": 0.12149271368980408,
     "m": 1.0
    },
    {
     "p": 0.07018177211284637,
     "m": 1.0
    },
    {
     "p": 0.07893508672714233,
     "m": 1.0
    },
    {
     "p": 0.06991589069366455,
     "m": 1.0
    },
    {
     "p": 0.06365220248699188,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 169,
   "train_loss": 1.0897189378738403,
   "val_loss": 0.6252622008323669,
   "acc": 72.5,
   "time": 258.40300724096596,
   "param": [
    {
     "p": 0.10066276043653488,
     "m": 1.0
    },
    {
     "p": 0.07672684639692307,
     "m": 1.0
    },
    {
     "p": 0.08043938130140305,
     "m": 1.0
    },
    {
     "p": 0.08606498688459396,
     "m": 1.0
    },
    {
     "p": 0.036190733313560486,
     "m": 1.0
    },
    {
     "p": 0.04782233014702797,
     "m": 1.0
    },
    {
     "p": 0.059618812054395676,
     "m": 1.0
    },
    {
     "p": 0.06854023039340973,
     "m": 1.0
    },
    {
     "p": 0.07152893394231796,
     "m": 1.0
    },
    {
     "p": 0.05546129122376442,
     "m": 1.0
    },
    {
     "p": 0.1068684533238411,
     "m": 1.0
    },
    {
     "p": 0.06817017495632172,
     "m": 1.0
    },
    {
     "p": 0.08701334148645401,
     "m": 1.0
    },
    {
     "p": 0.05489164963364601,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 170,
   "train_loss": 1.4505916833877563,
   "val_loss": 0.7881715297698975,
   "acc": 73.16,
   "time": 257.56530793302227,
   "param": [
    {
     "p": 0.09415630251169205,
     "m": 1.0
    },
    {
     "p": 0.05492769181728363,
     "m": 1.0
    },
    {
     "p": 0.09868794679641724,
     "m": 1.0
    },
    {
     "p": 0.04531079903244972,
     "m": 1.0
    },
    {
     "p": 0.06086442247033119,
     "m": 1.0
    },
    {
     "p": 0.07886049151420593,
     "m": 1.0
    },
    {
     "p": 0.04804316535592079,
     "m": 1.0
    },
    {
     "p": 0.02490510419011116,
     "m": 1.0
    },
    {
     "p": 0.0857461616396904,
     "m": 1.0
    },
    {
     "p": 0.06724176555871964,
     "m": 1.0
    },
    {
     "p": 0.11877500265836716,
     "m": 1.0
    },
    {
     "p": 0.05662667006254196,
     "m": 1.0
    },
    {
     "p": 0.09650956839323044,
     "m": 1.0
    },
    {
     "p": 0.0693449154496193,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 171,
   "train_loss": 1.2296571731567383,
   "val_loss": 0.6998705863952637,
   "acc": 73.97,
   "time": 261.4405291180592,
   "param": [
    {
     "p": 0.07895693182945251,
     "m": 1.0
    },
    {
     "p": 0.05941487476229668,
     "m": 1.0
    },
    {
     "p": 0.08850310742855072,
     "m": 1.0
    },
    {
     "p": 0.08664414286613464,
     "m": 1.0
    },
    {
     "p": 0.05920968949794769,
     "m": 1.0
    },
    {
     "p": 0.06194814294576645,
     "m": 1.0
    },
    {
     "p": 0.04936002194881439,
     "m": 1.0
    },
    {
     "p": 0.10273421555757523,
     "m": 1.0
    },
    {
     "p": 0.05315044894814491,
     "m": 1.0
    },
    {
     "p": 0.0762491300702095,
     "m": 1.0
    },
    {
     "p": 0.057590045034885406,
     "m": 1.0
    },
    {
     "p": 0.10297171771526337,
     "m": 1.0
    },
    {
     "p": 0.08233921974897385,
     "m": 1.0
    },
    {
     "p": 0.04092824459075928,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 172,
   "train_loss": 1.2361165285110474,
   "val_loss": 0.841336190700531,
   "acc": 73.6,
   "time": 264.7762804409722,
   "param": [
    {
     "p": 0.07435859739780426,
     "m": 1.0
    },
    {
     "p": 0.037531714886426926,
     "m": 1.0
    },
    {
     "p": 0.08942538499832153,
     "m": 1.0
    },
    {
     "p": 0.07196492701768875,
     "m": 1.0
    },
    {
     "p": 0.08107874542474747,
     "m": 1.0
    },
    {
     "p": 0.042907241731882095,
     "m": 1.0
    },
    {
     "p": 0.08864479511976242,
     "m": 1.0
    },
    {
     "p": 0.058305636048316956,
     "m": 1.0
    },
    {
     "p": 0.09382019937038422,
     "m": 1.0
    },
    {
     "p": 0.08656074106693268,
     "m": 1.0
    },
    {
     "p": 0.06836987286806107,
     "m": 1.0
    },
    {
     "p": 0.07990477979183197,
     "m": 1.0
    },
    {
     "p": 0.06707769632339478,
     "m": 1.0
    },
    {
     "p": 0.06004966050386429,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 173,
   "train_loss": 1.3890763521194458,
   "val_loss": 0.8031857013702393,
   "acc": 73.09,
   "time": 258.0116140800528,
   "param": [
    {
     "p": 0.0663696750998497,
     "m": 1.0
    },
    {
     "p": 0.06376394629478455,
     "m": 1.0
    },
    {
     "p": 0.07670807093381882,
     "m": 1.0
    },
    {
     "p": 0.06468253582715988,
     "m": 1.0
    },
    {
     "p": 0.0766567662358284,
     "m": 1.0
    },
    {
     "p": 0.06787826120853424,
     "m": 1.0
    },
    {
     "p": 0.08821401000022888,
     "m": 1.0
    },
    {
     "p": 0.07641977816820145,
     "m": 1.0
    },
    {
     "p": 0.0487508699297905,
     "m": 1.0
    },
    {
     "p": 0.07622094452381134,
     "m": 1.0
    },
    {
     "p": 0.06786562502384186,
     "m": 1.0
    },
    {
     "p": 0.057963788509368896,
     "m": 1.0
    },
    {
     "p": 0.08451363444328308,
     "m": 1.0
    },
    {
     "p": 0.08399207890033722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 174,
   "train_loss": 1.4239214658737183,
   "val_loss": 0.8241445422172546,
   "acc": 72.99,
   "time": 265.6212839849759,
   "param": [
    {
     "p": 0.09441199898719788,
     "m": 1.0
    },
    {
     "p": 0.06583748012781143,
     "m": 1.0
    },
    {
     "p": 0.05897153913974762,
     "m": 1.0
    },
    {
     "p": 0.07127358019351959,
     "m": 1.0
    },
    {
     "p": 0.0579342357814312,
     "m": 1.0
    },
    {
     "p": 0.04588046297430992,
     "m": 1.0
    },
    {
     "p": 0.06748811900615692,
     "m": 1.0
    },
    {
     "p": 0.09127222746610641,
     "m": 1.0
    },
    {
     "p": 0.07477772980928421,
     "m": 1.0
    },
    {
     "p": 0.05995889753103256,
     "m": 1.0
    },
    {
     "p": 0.08593904227018356,
     "m": 1.0
    },
    {
     "p": 0.08672847598791122,
     "m": 1.0
    },
    {
     "p": 0.06422823667526245,
     "m": 1.0
    },
    {
     "p": 0.0752980187535286,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 175,
   "train_loss": 1.2140558958053589,
   "val_loss": 0.6854227781295776,
   "acc": 73.79,
   "time": 253.03454080305528,
   "param": [
    {
     "p": 0.08526625484228134,
     "m": 1.0
    },
    {
     "p": 0.04100053012371063,
     "m": 1.0
    },
    {
     "p": 0.08595513552427292,
     "m": 1.0
    },
    {
     "p": 0.08587723970413208,
     "m": 1.0
    },
    {
     "p": 0.050748310983181,
     "m": 1.0
    },
    {
     "p": 0.07190459221601486,
     "m": 1.0
    },
    {
     "p": 0.06293359398841858,
     "m": 1.0
    },
    {
     "p": 0.08524928987026215,
     "m": 1.0
    },
    {
     "p": 0.07525250315666199,
     "m": 1.0
    },
    {
     "p": 0.05717114731669426,
     "m": 1.0
    },
    {
     "p": 0.06746097654104233,
     "m": 1.0
    },
    {
     "p": 0.08227764815092087,
     "m": 1.0
    },
    {
     "p": 0.0675930604338646,
     "m": 1.0
    },
    {
     "p": 0.08130969107151031,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 176,
   "train_loss": 1.121985673904419,
   "val_loss": 0.8030608892440796,
   "acc": 73.69,
   "time": 250.4409841679735,
   "param": [
    {
     "p": 0.04449554532766342,
     "m": 1.0
    },
    {
     "p": 0.0543229803442955,
     "m": 1.0
    },
    {
     "p": 0.09490300714969635,
     "m": 1.0
    },
    {
     "p": 0.06921056658029556,
     "m": 1.0
    },
    {
     "p": 0.07136734575033188,
     "m": 1.0
    },
    {
     "p": 0.07230271399021149,
     "m": 1.0
    },
    {
     "p": 0.07960820943117142,
     "m": 1.0
    },
    {
     "p": 0.04548405483365059,
     "m": 1.0
    },
    {
     "p": 0.06708567589521408,
     "m": 1.0
    },
    {
     "p": 0.056885600090026855,
     "m": 1.0
    },
    {
     "p": 0.11183513700962067,
     "m": 1.0
    },
    {
     "p": 0.08906284719705582,
     "m": 1.0
    },
    {
     "p": 0.06470596045255661,
     "m": 1.0
    },
    {
     "p": 0.0787302553653717,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 177,
   "train_loss": 1.3697268962860107,
   "val_loss": 0.6920773386955261,
   "acc": 73.39,
   "time": 265.0559479709482,
   "param": [
    {
     "p": 0.0682852566242218,
     "m": 1.0
    },
    {
     "p": 0.050847239792346954,
     "m": 1.0
    },
    {
     "p": 0.08998550474643707,
     "m": 1.0
    },
    {
     "p": 0.07190202176570892,
     "m": 1.0
    },
    {
     "p": 0.03327713534235954,
     "m": 1.0
    },
    {
     "p": 0.07935627549886703,
     "m": 1.0
    },
    {
     "p": 0.05714026838541031,
     "m": 1.0
    },
    {
     "p": 0.0839403048157692,
     "m": 1.0
    },
    {
     "p": 0.08838173747062683,
     "m": 1.0
    },
    {
     "p": 0.0650474801659584,
     "m": 1.0
    },
    {
     "p": 0.07658065110445023,
     "m": 1.0
    },
    {
     "p": 0.06918690353631973,
     "m": 1.0
    },
    {
     "p": 0.08617185801267624,
     "m": 1.0
    },
    {
     "p": 0.07989735901355743,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 178,
   "train_loss": 1.2429730892181396,
   "val_loss": 0.8744849562644958,
   "acc": 73.23,
   "time": 261.9018485300476,
   "param": [
    {
     "p": 0.06062520667910576,
     "m": 1.0
    },
    {
     "p": 0.07132621854543686,
     "m": 1.0
    },
    {
     "p": 0.08814122527837753,
     "m": 1.0
    },
    {
     "p": 0.05804342031478882,
     "m": 1.0
    },
    {
     "p": 0.026422761380672455,
     "m": 1.0
    },
    {
     "p": 0.04279655963182449,
     "m": 1.0
    },
    {
     "p": 0.10886512696743011,
     "m": 1.0
    },
    {
     "p": 0.0602450966835022,
     "m": 1.0
    },
    {
     "p": 0.06997909396886826,
     "m": 1.0
    },
    {
     "p": 0.09088725596666336,
     "m": 1.0
    },
    {
     "p": 0.08053328841924667,
     "m": 1.0
    },
    {
     "p": 0.08734048902988434,
     "m": 1.0
    },
    {
     "p": 0.07888814806938171,
     "m": 1.0
    },
    {
     "p": 0.07590624690055847,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 179,
   "train_loss": 1.169455885887146,
   "val_loss": 0.7629699110984802,
   "acc": 72.36,
   "time": 257.0457494260045,
   "param": [
    {
     "p": 0.10505867749452591,
     "m": 1.0
    },
    {
     "p": 0.07707810401916504,
     "m": 1.0
    },
    {
     "p": 0.09066036343574524,
     "m": 1.0
    },
    {
     "p": 0.07292455434799194,
     "m": 1.0
    },
    {
     "p": 0.03899502381682396,
     "m": 1.0
    },
    {
     "p": 0.054069288074970245,
     "m": 1.0
    },
    {
     "p": 0.05975165590643883,
     "m": 1.0
    },
    {
     "p": 0.07028480619192123,
     "m": 1.0
    },
    {
     "p": 0.05563042685389519,
     "m": 1.0
    },
    {
     "p": 0.08484961092472076,
     "m": 1.0
    },
    {
     "p": 0.07084224373102188,
     "m": 1.0
    },
    {
     "p": 0.0514843575656414,
     "m": 1.0
    },
    {
     "p": 0.084966279566288,
     "m": 1.0
    },
    {
     "p": 0.08340466022491455,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 180,
   "train_loss": 1.2985403537750244,
   "val_loss": 0.7551460862159729,
   "acc": 72.95,
   "time": 259.05833757307846,
   "param": [
    {
     "p": 0.08374205976724625,
     "m": 1.0
    },
    {
     "p": 0.053380634635686874,
     "m": 1.0
    },
    {
     "p": 0.08621819317340851,
     "m": 1.0
    },
    {
     "p": 0.06210703402757645,
     "m": 1.0
    },
    {
     "p": 0.04312649741768837,
     "m": 1.0
    },
    {
     "p": 0.08691028505563736,
     "m": 1.0
    },
    {
     "p": 0.06350281089544296,
     "m": 1.0
    },
    {
     "p": 0.07890629768371582,
     "m": 1.0
    },
    {
     "p": 0.06391933560371399,
     "m": 1.0
    },
    {
     "p": 0.07331544905900955,
     "m": 1.0
    },
    {
     "p": 0.09589150547981262,
     "m": 1.0
    },
    {
     "p": 0.07347958534955978,
     "m": 1.0
    },
    {
     "p": 0.08285482227802277,
     "m": 1.0
    },
    {
     "p": 0.0526454858481884,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 181,
   "train_loss": 0.9321354627609253,
   "val_loss": 0.8316890001296997,
   "acc": 73.57,
   "time": 254.12765519996174,
   "param": [
    {
     "p": 0.08332687616348267,
     "m": 1.0
    },
    {
     "p": 0.053770504891872406,
     "m": 1.0
    },
    {
     "p": 0.04513714462518692,
     "m": 1.0
    },
    {
     "p": 0.0781354159116745,
     "m": 1.0
    },
    {
     "p": 0.07320115715265274,
     "m": 1.0
    },
    {
     "p": 0.06973174959421158,
     "m": 1.0
    },
    {
     "p": 0.07625529170036316,
     "m": 1.0
    },
    {
     "p": 0.0824228972196579,
     "m": 1.0
    },
    {
     "p": 0.07665791362524033,
     "m": 1.0
    },
    {
     "p": 0.07486574351787567,
     "m": 1.0
    },
    {
     "p": 0.05693056434392929,
     "m": 1.0
    },
    {
     "p": 0.05564889684319496,
     "m": 1.0
    },
    {
     "p": 0.0999775305390358,
     "m": 1.0
    },
    {
     "p": 0.07393828779459,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 182,
   "train_loss": 1.0878801345825195,
   "val_loss": 0.7057151198387146,
   "acc": 73.28,
   "time": 251.57252184604295,
   "param": [
    {
     "p": 0.07873672991991043,
     "m": 1.0
    },
    {
     "p": 0.06290038675069809,
     "m": 1.0
    },
    {
     "p": 0.08785092085599899,
     "m": 1.0
    },
    {
     "p": 0.07286269962787628,
     "m": 1.0
    },
    {
     "p": 0.05843124911189079,
     "m": 1.0
    },
    {
     "p": 0.06850578635931015,
     "m": 1.0
    },
    {
     "p": 0.06801631301641464,
     "m": 1.0
    },
    {
     "p": 0.0727449581027031,
     "m": 1.0
    },
    {
     "p": 0.06063421443104744,
     "m": 1.0
    },
    {
     "p": 0.05529626086354256,
     "m": 1.0
    },
    {
     "p": 0.0721297338604927,
     "m": 1.0
    },
    {
     "p": 0.08893872797489166,
     "m": 1.0
    },
    {
     "p": 0.07234767079353333,
     "m": 1.0
    },
    {
     "p": 0.08060439676046371,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 183,
   "train_loss": 1.330072045326233,
   "val_loss": 0.8231163024902344,
   "acc": 73.29,
   "time": 258.33246654097456,
   "param": [
    {
     "p": 0.060139987617731094,
     "m": 1.0
    },
    {
     "p": 0.08106094598770142,
     "m": 1.0
    },
    {
     "p": 0.10180161893367767,
     "m": 1.0
    },
    {
     "p": 0.06620845943689346,
     "m": 1.0
    },
    {
     "p": 0.04794357344508171,
     "m": 1.0
    },
    {
     "p": 0.057911042124032974,
     "m": 1.0
    },
    {
     "p": 0.07069943100214005,
     "m": 1.0
    },
    {
     "p": 0.06899062544107437,
     "m": 1.0
    },
    {
     "p": 0.0818767324090004,
     "m": 1.0
    },
    {
     "p": 0.055937837809324265,
     "m": 1.0
    },
    {
     "p": 0.09217749536037445,
     "m": 1.0
    },
    {
     "p": 0.06384637206792831,
     "m": 1.0
    },
    {
     "p": 0.08131364732980728,
     "m": 1.0
    },
    {
     "p": 0.07009226828813553,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 184,
   "train_loss": 1.3546478748321533,
   "val_loss": 0.7474293112754822,
   "acc": 73.64,
   "time": 262.9679149569711,
   "param": [
    {
     "p": 0.08159313350915909,
     "m": 1.0
    },
    {
     "p": 0.0631183460354805,
     "m": 1.0
    },
    {
     "p": 0.09323129057884216,
     "m": 1.0
    },
    {
     "p": 0.07460474222898483,
     "m": 1.0
    },
    {
     "p": 0.05705389007925987,
     "m": 1.0
    },
    {
     "p": 0.05010436102747917,
     "m": 1.0
    },
    {
     "p": 0.06847413629293442,
     "m": 1.0
    },
    {
     "p": 0.07029037177562714,
     "m": 1.0
    },
    {
     "p": 0.06998125463724136,
     "m": 1.0
    },
    {
     "p": 0.08738715946674347,
     "m": 1.0
    },
    {
     "p": 0.07969259470701218,
     "m": 1.0
    },
    {
     "p": 0.04930584877729416,
     "m": 1.0
    },
    {
     "p": 0.07861088961362839,
     "m": 1.0
    },
    {
     "p": 0.0765519067645073,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 185,
   "train_loss": 1.2511845827102661,
   "val_loss": 0.8318462371826172,
   "acc": 73.13,
   "time": 260.13313716405537,
   "param": [
    {
     "p": 0.09803304821252823,
     "m": 1.0
    },
    {
     "p": 0.036532286554574966,
     "m": 1.0
    },
    {
     "p": 0.07656367868185043,
     "m": 1.0
    },
    {
     "p": 0.06170422583818436,
     "m": 1.0
    },
    {
     "p": 0.05601107329130173,
     "m": 1.0
    },
    {
     "p": 0.058701202273368835,
     "m": 1.0
    },
    {
     "p": 0.0644383430480957,
     "m": 1.0
    },
    {
     "p": 0.07839279621839523,
     "m": 1.0
    },
    {
     "p": 0.0678401067852974,
     "m": 1.0
    },
    {
     "p": 0.08105055242776871,
     "m": 1.0
    },
    {
     "p": 0.09391190111637115,
     "m": 1.0
    },
    {
     "p": 0.0766807347536087,
     "m": 1.0
    },
    {
     "p": 0.08623536676168442,
     "m": 1.0
    },
    {
     "p": 0.06390466541051865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 186,
   "train_loss": 1.218468427658081,
   "val_loss": 0.7664295434951782,
   "acc": 74.04,
   "time": 254.57884106005076,
   "param": [
    {
     "p": 0.08514014631509781,
     "m": 1.0
    },
    {
     "p": 0.053062163293361664,
     "m": 1.0
    },
    {
     "p": 0.0769038274884224,
     "m": 1.0
    },
    {
     "p": 0.05148298293352127,
     "m": 1.0
    },
    {
     "p": 0.04686575010418892,
     "m": 1.0
    },
    {
     "p": 0.06400017440319061,
     "m": 1.0
    },
    {
     "p": 0.08773335814476013,
     "m": 1.0
    },
    {
     "p": 0.06358525156974792,
     "m": 1.0
    },
    {
     "p": 0.08360935747623444,
     "m": 1.0
    },
    {
     "p": 0.09342985600233078,
     "m": 1.0
    },
    {
     "p": 0.07372574508190155,
     "m": 1.0
    },
    {
     "p": 0.07114293426275253,
     "m": 1.0
    },
    {
     "p": 0.09097661823034286,
     "m": 1.0
    },
    {
     "p": 0.058341823518276215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 187,
   "train_loss": 1.026414155960083,
   "val_loss": 0.8477160930633545,
   "acc": 73.49,
   "time": 250.43015392997768,
   "param": [
    {
     "p": 0.08811026811599731,
     "m": 1.0
    },
    {
     "p": 0.06385819613933563,
     "m": 1.0
    },
    {
     "p": 0.06840478628873825,
     "m": 1.0
    },
    {
     "p": 0.09020685404539108,
     "m": 1.0
    },
    {
     "p": 0.07629422843456268,
     "m": 1.0
    },
    {
     "p": 0.06845305114984512,
     "m": 1.0
    },
    {
     "p": 0.07020562887191772,
     "m": 1.0
    },
    {
     "p": 0.06724189966917038,
     "m": 1.0
    },
    {
     "p": 0.06616499274969101,
     "m": 1.0
    },
    {
     "p": 0.05608591437339783,
     "m": 1.0
    },
    {
     "p": 0.08415255695581436,
     "m": 1.0
    },
    {
     "p": 0.06690298020839691,
     "m": 1.0
    },
    {
     "p": 0.07354900240898132,
     "m": 1.0
    },
    {
     "p": 0.060369692742824554,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 188,
   "train_loss": 1.0458261966705322,
   "val_loss": 0.8763301372528076,
   "acc": 73.25,
   "time": 262.2716806019889,
   "param": [
    {
     "p": 0.0628373920917511,
     "m": 1.0
    },
    {
     "p": 0.07426021993160248,
     "m": 1.0
    },
    {
     "p": 0.09891075640916824,
     "m": 1.0
    },
    {
     "p": 0.06824176013469696,
     "m": 1.0
    },
    {
     "p": 0.0596083328127861,
     "m": 1.0
    },
    {
     "p": 0.05560201779007912,
     "m": 1.0
    },
    {
     "p": 0.06313527375459671,
     "m": 1.0
    },
    {
     "p": 0.07224229723215103,
     "m": 1.0
    },
    {
     "p": 0.08071218430995941,
     "m": 1.0
    },
    {
     "p": 0.09569430351257324,
     "m": 1.0
    },
    {
     "p": 0.06092839315533638,
     "m": 1.0
    },
    {
     "p": 0.06046097353100777,
     "m": 1.0
    },
    {
     "p": 0.072491355240345,
     "m": 1.0
    },
    {
     "p": 0.07487474381923676,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 189,
   "train_loss": 1.0926748514175415,
   "val_loss": 0.8960095047950745,
   "acc": 72.55,
   "time": 272.7400190869812,
   "param": [
    {
     "p": 0.08687443286180496,
     "m": 1.0
    },
    {
     "p": 0.06005684658885002,
     "m": 1.0
    },
    {
     "p": 0.11651943624019623,
     "m": 1.0
    },
    {
     "p": 0.05771338939666748,
     "m": 1.0
    },
    {
     "p": 0.03187618404626846,
     "m": 1.0
    },
    {
     "p": 0.053251564502716064,
     "m": 1.0
    },
    {
     "p": 0.06419092416763306,
     "m": 1.0
    },
    {
     "p": 0.07457341998815536,
     "m": 1.0
    },
    {
     "p": 0.07884770631790161,
     "m": 1.0
    },
    {
     "p": 0.07665376365184784,
     "m": 1.0
    },
    {
     "p": 0.07626216113567352,
     "m": 1.0
    },
    {
     "p": 0.07665524631738663,
     "m": 1.0
    },
    {
     "p": 0.071848064661026,
     "m": 1.0
    },
    {
     "p": 0.0746769830584526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 190,
   "train_loss": 1.2440695762634277,
   "val_loss": 0.8430928587913513,
   "acc": 73.47,
   "time": 262.1327398280846,
   "param": [
    {
     "p": 0.07661768794059753,
     "m": 1.0
    },
    {
     "p": 0.013674863614141941,
     "m": 1.0
    },
    {
     "p": 0.07645637542009354,
     "m": 1.0
    },
    {
     "p": 0.07419932633638382,
     "m": 1.0
    },
    {
     "p": 0.05555266886949539,
     "m": 1.0
    },
    {
     "p": 0.09283731132745743,
     "m": 1.0
    },
    {
     "p": 0.06918168812990189,
     "m": 1.0
    },
    {
     "p": 0.07468655705451965,
     "m": 1.0
    },
    {
     "p": 0.08547515422105789,
     "m": 1.0
    },
    {
     "p": 0.08122609555721283,
     "m": 1.0
    },
    {
     "p": 0.07444392889738083,
     "m": 1.0
    },
    {
     "p": 0.08564814180135727,
     "m": 1.0
    },
    {
     "p": 0.08313800394535065,
     "m": 1.0
    },
    {
     "p": 0.056862328201532364,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 191,
   "train_loss": 1.239862084388733,
   "val_loss": 0.7673226594924927,
   "acc": 74.43,
   "time": 251.34617039002478,
   "param": [
    {
     "p": 0.10198480635881424,
     "m": 1.0
    },
    {
     "p": 0.07930918037891388,
     "m": 1.0
    },
    {
     "p": 0.08968043327331543,
     "m": 1.0
    },
    {
     "p": 0.06169150769710541,
     "m": 1.0
    },
    {
     "p": 0.03267446905374527,
     "m": 1.0
    },
    {
     "p": 0.03557382896542549,
     "m": 1.0
    },
    {
     "p": 0.065594382584095,
     "m": 1.0
    },
    {
     "p": 0.09144765883684158,
     "m": 1.0
    },
    {
     "p": 0.07172923535108566,
     "m": 1.0
    },
    {
     "p": 0.05283970758318901,
     "m": 1.0
    },
    {
     "p": 0.06583309173583984,
     "m": 1.0
    },
    {
     "p": 0.07623575627803802,
     "m": 1.0
    },
    {
     "p": 0.09044744819402695,
     "m": 1.0
    },
    {
     "p": 0.08495855331420898,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 192,
   "train_loss": 1.7523123025894165,
   "val_loss": 0.8786312937736511,
   "acc": 73.78,
   "time": 249.09467562800273,
   "param": [
    {
     "p": 0.0917460173368454,
     "m": 1.0
    },
    {
     "p": 0.060887016355991364,
     "m": 1.0
    },
    {
     "p": 0.08695661276578903,
     "m": 1.0
    },
    {
     "p": 0.07861602306365967,
     "m": 1.0
    },
    {
     "p": 0.03586047142744064,
     "m": 1.0
    },
    {
     "p": 0.06712577491998672,
     "m": 1.0
    },
    {
     "p": 0.078509621322155,
     "m": 1.0
    },
    {
     "p": 0.05518416687846184,
     "m": 1.0
    },
    {
     "p": 0.06235911324620247,
     "m": 1.0
    },
    {
     "p": 0.07398105412721634,
     "m": 1.0
    },
    {
     "p": 0.07256748527288437,
     "m": 1.0
    },
    {
     "p": 0.09665858745574951,
     "m": 1.0
    },
    {
     "p": 0.0669654831290245,
     "m": 1.0
    },
    {
     "p": 0.07258258759975433,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 193,
   "train_loss": 1.7559176683425903,
   "val_loss": 0.652487576007843,
   "acc": 73.63,
   "time": 257.05855091894045,
   "param": [
    {
     "p": 0.08638371527194977,
     "m": 1.0
    },
    {
     "p": 0.05444531887769699,
     "m": 1.0
    },
    {
     "p": 0.07950577884912491,
     "m": 1.0
    },
    {
     "p": 0.06533218175172806,
     "m": 1.0
    },
    {
     "p": 0.07507680356502533,
     "m": 1.0
    },
    {
     "p": 0.07651466876268387,
     "m": 1.0
    },
    {
     "p": 0.038270123302936554,
     "m": 1.0
    },
    {
     "p": 0.08938834816217422,
     "m": 1.0
    },
    {
     "p": 0.0638679787516594,
     "m": 1.0
    },
    {
     "p": 0.057410337030887604,
     "m": 1.0
    },
    {
     "p": 0.07481712102890015,
     "m": 1.0
    },
    {
     "p": 0.06967379152774811,
     "m": 1.0
    },
    {
     "p": 0.09665185958147049,
     "m": 1.0
    },
    {
     "p": 0.07266198843717575,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 194,
   "train_loss": 1.2287060022354126,
   "val_loss": 0.8227801322937012,
   "acc": 73.25,
   "time": 252.49146278202534,
   "param": [
    {
     "p": 0.07262212783098221,
     "m": 1.0
    },
    {
     "p": 0.06472449749708176,
     "m": 1.0
    },
    {
     "p": 0.09885694086551666,
     "m": 1.0
    },
    {
     "p": 0.06248321011662483,
     "m": 1.0
    },
    {
     "p": 0.08174779266119003,
     "m": 1.0
    },
    {
     "p": 0.04707174748182297,
     "m": 1.0
    },
    {
     "p": 0.07235630601644516,
     "m": 1.0
    },
    {
     "p": 0.0668744221329689,
     "m": 1.0
    },
    {
     "p": 0.08693201094865799,
     "m": 1.0
    },
    {
     "p": 0.07973585277795792,
     "m": 1.0
    },
    {
     "p": 0.047158241271972656,
     "m": 1.0
    },
    {
     "p": 0.0873970314860344,
     "m": 1.0
    },
    {
     "p": 0.09817811846733093,
     "m": 1.0
    },
    {
     "p": 0.03386170044541359,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 195,
   "train_loss": 1.0989731550216675,
   "val_loss": 0.8204601407051086,
   "acc": 74.09,
   "time": 259.67049980396405,
   "param": [
    {
     "p": 0.08608186990022659,
     "m": 1.0
    },
    {
     "p": 0.07688876986503601,
     "m": 1.0
    },
    {
     "p": 0.06178811937570572,
     "m": 1.0
    },
    {
     "p": 0.056122906506061554,
     "m": 1.0
    },
    {
     "p": 0.05165049061179161,
     "m": 1.0
    },
    {
     "p": 0.04209291189908981,
     "m": 1.0
    },
    {
     "p": 0.06821976602077484,
     "m": 1.0
    },
    {
     "p": 0.08870765566825867,
     "m": 1.0
    },
    {
     "p": 0.0838879942893982,
     "m": 1.0
    },
    {
     "p": 0.05932169780135155,
     "m": 1.0
    },
    {
     "p": 0.07438411563634872,
     "m": 1.0
    },
    {
     "p": 0.09299607574939728,
     "m": 1.0
    },
    {
     "p": 0.07597196102142334,
     "m": 1.0
    },
    {
     "p": 0.08188560605049133,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 196,
   "train_loss": 1.3295081853866577,
   "val_loss": 0.7709786295890808,
   "acc": 74.1,
   "time": 259.67274438403547,
   "param": [
    {
     "p": 0.05880018323659897,
     "m": 1.0
    },
    {
     "p": 0.03316305950284004,
     "m": 1.0
    },
    {
     "p": 0.0915677472949028,
     "m": 1.0
    },
    {
     "p": 0.05657020956277847,
     "m": 1.0
    },
    {
     "p": 0.05202898755669594,
     "m": 1.0
    },
    {
     "p": 0.05707097798585892,
     "m": 1.0
    },
    {
     "p": 0.0993616059422493,
     "m": 1.0
    },
    {
     "p": 0.07584194839000702,
     "m": 1.0
    },
    {
     "p": 0.0923171266913414,
     "m": 1.0
    },
    {
     "p": 0.07786019146442413,
     "m": 1.0
    },
    {
     "p": 0.06640582531690598,
     "m": 1.0
    },
    {
     "p": 0.0824035108089447,
     "m": 1.0
    },
    {
     "p": 0.07040471583604813,
     "m": 1.0
    },
    {
     "p": 0.0862039253115654,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 197,
   "train_loss": 0.9648572206497192,
   "val_loss": 0.7628183364868164,
   "acc": 73.21,
   "time": 261.5127609799383,
   "param": [
    {
     "p": 0.05902283638715744,
     "m": 1.0
    },
    {
     "p": 0.05774587765336037,
     "m": 1.0
    },
    {
     "p": 0.08257327973842621,
     "m": 1.0
    },
    {
     "p": 0.06132325530052185,
     "m": 1.0
    },
    {
     "p": 0.07968698441982269,
     "m": 1.0
    },
    {
     "p": 0.05302668735384941,
     "m": 1.0
    },
    {
     "p": 0.0997910276055336,
     "m": 1.0
    },
    {
     "p": 0.07205038517713547,
     "m": 1.0
    },
    {
     "p": 0.07918130606412888,
     "m": 1.0
    },
    {
     "p": 0.04628969728946686,
     "m": 1.0
    },
    {
     "p": 0.10723041743040085,
     "m": 1.0
    },
    {
     "p": 0.07108944654464722,
     "m": 1.0
    },
    {
     "p": 0.07002658396959305,
     "m": 1.0
    },
    {
     "p": 0.060962267220020294,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 198,
   "train_loss": 0.961097002029419,
   "val_loss": 0.7286128997802734,
   "acc": 73.47,
   "time": 260.7695183439646,
   "param": [
    {
     "p": 0.06643485277891159,
     "m": 1.0
    },
    {
     "p": 0.07665735483169556,
     "m": 1.0
    },
    {
     "p": 0.06206708028912544,
     "m": 1.0
    },
    {
     "p": 0.05272964388132095,
     "m": 1.0
    },
    {
     "p": 0.04454794526100159,
     "m": 1.0
    },
    {
     "p": 0.08021587878465652,
     "m": 1.0
    },
    {
     "p": 0.09645380824804306,
     "m": 1.0
    },
    {
     "p": 0.06572908163070679,
     "m": 1.0
    },
    {
     "p": 0.0716697946190834,
     "m": 1.0
    },
    {
     "p": 0.07983081042766571,
     "m": 1.0
    },
    {
     "p": 0.08691492676734924,
     "m": 1.0
    },
    {
     "p": 0.07716961205005646,
     "m": 1.0
    },
    {
     "p": 0.05898675322532654,
     "m": 1.0
    },
    {
     "p": 0.08059238642454147,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 199,
   "train_loss": 1.1762261390686035,
   "val_loss": 0.7040364146232605,
   "acc": 73.02,
   "time": 263.5474207190564,
   "param": [
    {
     "p": 0.0811770111322403,
     "m": 1.0
    },
    {
     "p": 0.04839925467967987,
     "m": 1.0
    },
    {
     "p": 0.09745246917009354,
     "m": 1.0
    },
    {
     "p": 0.045058004558086395,
     "m": 1.0
    },
    {
     "p": 0.058570172637701035,
     "m": 1.0
    },
    {
     "p": 0.037481360137462616,
     "m": 1.0
    },
    {
     "p": 0.09167442470788956,
     "m": 1.0
    },
    {
     "p": 0.08272891491651535,
     "m": 1.0
    },
    {
     "p": 0.1014396920800209,
     "m": 1.0
    },
    {
     "p": 0.07519066333770752,
     "m": 1.0
    },
    {
     "p": 0.05502457916736603,
     "m": 1.0
    },
    {
     "p": 0.07224833965301514,
     "m": 1.0
    },
    {
     "p": 0.08758081495761871,
     "m": 1.0
    },
    {
     "p": 0.06597428768873215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 200,
   "train_loss": 1.5080538988113403,
   "val_loss": 0.7947311401367188,
   "acc": 73.24,
   "time": 256.96717799501494,
   "param": [
    {
     "p": 0.06363341212272644,
     "m": 1.0
    },
    {
     "p": 0.06869378685951233,
     "m": 1.0
    },
    {
     "p": 0.07154426723718643,
     "m": 1.0
    },
    {
     "p": 0.05344463139772415,
     "m": 1.0
    },
    {
     "p": 0.054736003279685974,
     "m": 1.0
    },
    {
     "p": 0.06420564651489258,
     "m": 1.0
    },
    {
     "p": 0.07760561257600784,
     "m": 1.0
    },
    {
     "p": 0.08295927196741104,
     "m": 1.0
    },
    {
     "p": 0.07940995693206787,
     "m": 1.0
    },
    {
     "p": 0.06309470534324646,
     "m": 1.0
    },
    {
     "p": 0.07809682935476303,
     "m": 1.0
    },
    {
     "p": 0.06500087678432465,
     "m": 1.0
    },
    {
     "p": 0.09892869740724564,
     "m": 1.0
    },
    {
     "p": 0.07864634692668915,
     "m": 1.0
    }
   ]
  }
 ]
}