smart_augmentation/higher/res/brutus-tests2/log/Aug_mod(Data_augV5(Mix0.8-14TFx3-Mag)-ResNet18)-150 epochs (dataug:0)- 1 in_it-2.json

{
 "Accuracy": 72.88,
 "Time": [
  263.32219986375424,
  3.387782542737805,
  39606.83105463302
 ],
 "Optimizer": {
  "Meta": {
   "optim": "Adam",
   "lr": 0.01
  },
  "Inner": {
   "optim": "SGD",
   "lr": 0.1,
   "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": 4.574848175048828,
   "val_loss": 2.2905590534210205,
   "acc": 10.86,
   "time": 223.12230302998796,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142626494169235,
     "m": 0.5
    },
    {
     "p": 0.07143503427505493,
     "m": 0.5
    },
    {
     "p": 0.07144329696893692,
     "m": 0.5
    },
    {
     "p": 0.07144332677125931,
     "m": 0.44521623849868774
    },
    {
     "p": 0.07141207158565521,
     "m": 0.4400973320007324
    },
    {
     "p": 0.07142703235149384,
     "m": 0.4408389627933502
    },
    {
     "p": 0.07141391932964325,
     "m": 0.5633420348167419
    },
    {
     "p": 0.0714346319437027,
     "m": 0.5827521085739136
    },
    {
     "p": 0.0714343935251236,
     "m": 0.4430825710296631
    },
    {
     "p": 0.07144879549741745,
     "m": 0.5712065696716309
    },
    {
     "p": 0.0714423656463623,
     "m": 0.6263667345046997
    },
    {
     "p": 0.07146470993757248,
     "m": 0.6493235230445862
    },
    {
     "p": 0.07133769989013672,
     "m": 0.5
    },
    {
     "p": 0.07143643498420715,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 4.608966827392578,
   "val_loss": 2.307896852493286,
   "acc": 10.0,
   "time": 263.3602419649251,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142855226993561,
     "m": 0.5
    },
    {
     "p": 0.07142858952283859,
     "m": 0.5
    },
    {
     "p": 0.0714288204908371,
     "m": 0.5
    },
    {
     "p": 0.07142888754606247,
     "m": 0.4365936815738678
    },
    {
     "p": 0.07142852246761322,
     "m": 0.43726661801338196
    },
    {
     "p": 0.07142917811870575,
     "m": 0.44442567229270935
    },
    {
     "p": 0.0714280977845192,
     "m": 0.5645478367805481
    },
    {
     "p": 0.07142810523509979,
     "m": 0.6242906451225281
    },
    {
     "p": 0.07142827659845352,
     "m": 0.3952632248401642
    },
    {
     "p": 0.07142820209264755,
     "m": 0.5901856422424316
    },
    {
     "p": 0.07142894715070724,
     "m": 0.6179556250572205
    },
    {
     "p": 0.07142835855484009,
     "m": 0.7452298998832703
    },
    {
     "p": 0.0714288279414177,
     "m": 0.5
    },
    {
     "p": 0.07142864912748337,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 4.605216979980469,
   "val_loss": 2.3070240020751953,
   "acc": 10.0,
   "time": 262.74637172021903,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142846286296844,
     "m": 0.5
    },
    {
     "p": 0.07142862677574158,
     "m": 0.5
    },
    {
     "p": 0.07142861932516098,
     "m": 0.5
    },
    {
     "p": 0.07142852246761322,
     "m": 0.50178062915802
    },
    {
     "p": 0.07142858952283859,
     "m": 0.43935099244117737
    },
    {
     "p": 0.07142866402864456,
     "m": 0.4481051564216614
    },
    {
     "p": 0.07142870128154755,
     "m": 0.5785812139511108
    },
    {
     "p": 0.0714285671710968,
     "m": 0.5582113265991211
    },
    {
     "p": 0.07142896950244904,
     "m": 0.35269656777381897
    },
    {
     "p": 0.07142850756645203,
     "m": 0.574435293674469
    },
    {
     "p": 0.07142846286296844,
     "m": 0.6186274290084839
    },
    {
     "p": 0.07142826169729233,
     "m": 0.8838321566581726
    },
    {
     "p": 0.07142852991819382,
     "m": 0.5
    },
    {
     "p": 0.07142853736877441,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 4.607965469360352,
   "val_loss": 2.30509614944458,
   "acc": 10.0,
   "time": 263.3317600239534,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142899185419083,
     "m": 0.5
    },
    {
     "p": 0.07142818719148636,
     "m": 0.5
    },
    {
     "p": 0.07142838090658188,
     "m": 0.5
    },
    {
     "p": 0.07142812758684158,
     "m": 0.45849505066871643
    },
    {
     "p": 0.07142838090658188,
     "m": 0.3985266387462616
    },
    {
     "p": 0.07142864912748337,
     "m": 0.344814658164978
    },
    {
     "p": 0.07142920047044754,
     "m": 0.42266812920570374
    },
    {
     "p": 0.07142866402864456,
     "m": 0.5039336085319519
    },
    {
     "p": 0.0714283138513565,
     "m": 0.1726677566766739
    },
    {
     "p": 0.07142829149961472,
     "m": 0.6898665428161621
    },
    {
     "p": 0.07142909616231918,
     "m": 0.633946418762207
    },
    {
     "p": 0.07142816483974457,
     "m": 0.7543286085128784
    },
    {
     "p": 0.07142826914787292,
     "m": 0.5
    },
    {
     "p": 0.07142926752567291,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 4.638829231262207,
   "val_loss": 2.308215856552124,
   "acc": 10.0,
   "time": 264.58487890590914,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142852991819382,
     "m": 0.5
    },
    {
     "p": 0.07142858952283859,
     "m": 0.5
    },
    {
     "p": 0.07142847031354904,
     "m": 0.5
    },
    {
     "p": 0.07142861932516098,
     "m": 0.46232378482818604
    },
    {
     "p": 0.07142864912748337,
     "m": 0.40324562788009644
    },
    {
     "p": 0.07142887264490128,
     "m": 0.3075166940689087
    },
    {
     "p": 0.07142844051122665,
     "m": 0.40677085518836975
    },
    {
     "p": 0.07142860442399979,
     "m": 0.5166983604431152
    },
    {
     "p": 0.07142858952283859,
     "m": 0.18377317488193512
    },
    {
     "p": 0.07142849266529083,
     "m": 0.7333053350448608
    },
    {
     "p": 0.07142864912748337,
     "m": 0.5704854130744934
    },
    {
     "p": 0.07142848521471024,
     "m": 0.7018292546272278
    },
    {
     "p": 0.071428582072258,
     "m": 0.5
    },
    {
     "p": 0.07142840325832367,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 4.617331027984619,
   "val_loss": 2.3089852333068848,
   "acc": 10.0,
   "time": 261.6978945580777,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142887264490128,
     "m": 0.5
    },
    {
     "p": 0.0714285597205162,
     "m": 0.5
    },
    {
     "p": 0.07142858952283859,
     "m": 0.5
    },
    {
     "p": 0.07142844051122665,
     "m": 0.5713806748390198
    },
    {
     "p": 0.07142870873212814,
     "m": 0.43017205595970154
    },
    {
     "p": 0.07142838090658188,
     "m": 0.27921032905578613
    },
    {
     "p": 0.07142863422632217,
     "m": 0.42256852984428406
    },
    {
     "p": 0.07142866402864456,
     "m": 0.5301274061203003
    },
    {
     "p": 0.07142874598503113,
     "m": 0.3336459696292877
    },
    {
     "p": 0.07142835855484009,
     "m": 0.8606481552124023
    },
    {
     "p": 0.07142852991819382,
     "m": 0.39628154039382935
    },
    {
     "p": 0.07142858952283859,
     "m": 0.7396623492240906
    },
    {
     "p": 0.0714283362030983,
     "m": 0.5
    },
    {
     "p": 0.07142861187458038,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 4.623561859130859,
   "val_loss": 2.304445505142212,
   "acc": 10.0,
   "time": 262.67209415207617,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142870873212814,
     "m": 0.5
    },
    {
     "p": 0.07142848521471024,
     "m": 0.5
    },
    {
     "p": 0.07142852246761322,
     "m": 0.5
    },
    {
     "p": 0.07142861187458038,
     "m": 0.5839405059814453
    },
    {
     "p": 0.07142847031354904,
     "m": 0.42604851722717285
    },
    {
     "p": 0.07142864167690277,
     "m": 0.27414876222610474
    },
    {
     "p": 0.07142852991819382,
     "m": 0.4284873604774475
    },
    {
     "p": 0.07142837345600128,
     "m": 0.5954923629760742
    },
    {
     "p": 0.07142867892980576,
     "m": 0.3384937047958374
    },
    {
     "p": 0.07142884284257889,
     "m": 0.8679852485656738
    },
    {
     "p": 0.0714285671710968,
     "m": 0.4075620770454407
    },
    {
     "p": 0.07142855226993561,
     "m": 0.7354438304901123
    },
    {
     "p": 0.0714283362030983,
     "m": 0.5
    },
    {
     "p": 0.07142858952283859,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 4.611285209655762,
   "val_loss": 2.3062350749969482,
   "acc": 10.0,
   "time": 263.19939038110897,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142897695302963,
     "m": 0.5
    },
    {
     "p": 0.07142852246761322,
     "m": 0.5
    },
    {
     "p": 0.07142873108386993,
     "m": 0.5
    },
    {
     "p": 0.07142850756645203,
     "m": 0.5946664214134216
    },
    {
     "p": 0.07142847031354904,
     "m": 0.42512381076812744
    },
    {
     "p": 0.07142837345600128,
     "m": 0.27443721890449524
    },
    {
     "p": 0.07142848521471024,
     "m": 0.44632452726364136
    },
    {
     "p": 0.07142818719148636,
     "m": 0.6417714357376099
    },
    {
     "p": 0.07142890989780426,
     "m": 0.3290250599384308
    },
    {
     "p": 0.07142838835716248,
     "m": 0.8814826011657715
    },
    {
     "p": 0.07142862677574158,
     "m": 0.37623757123947144
    },
    {
     "p": 0.07142859697341919,
     "m": 0.7605419754981995
    },
    {
     "p": 0.0714285746216774,
     "m": 0.5
    },
    {
     "p": 0.07142864167690277,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 4.600322246551514,
   "val_loss": 2.301975727081299,
   "acc": 10.0,
   "time": 263.5463995500468,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142903655767441,
     "m": 0.5
    },
    {
     "p": 0.07142900675535202,
     "m": 0.5
    },
    {
     "p": 0.07142895460128784,
     "m": 0.5
    },
    {
     "p": 0.07142896205186844,
     "m": 0.7852526307106018
    },
    {
     "p": 0.07142898440361023,
     "m": 0.3243218660354614
    },
    {
     "p": 0.07142890989780426,
     "m": 0.10356182605028152
    },
    {
     "p": 0.07142892479896545,
     "m": 0.3386324346065521
    },
    {
     "p": 0.07142870873212814,
     "m": 0.48567038774490356
    },
    {
     "p": 0.07142886519432068,
     "m": 0.34206074476242065
    },
    {
     "p": 0.07142895460128784,
     "m": 0.7863608002662659
    },
    {
     "p": 0.07142682373523712,
     "m": 0.5354194045066833
    },
    {
     "p": 0.07142888009548187,
     "m": 0.9307918548583984
    },
    {
     "p": 0.07142891734838486,
     "m": 0.5
    },
    {
     "p": 0.0714261382818222,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 4.585297107696533,
   "val_loss": 2.3033463954925537,
   "acc": 10.0,
   "time": 263.50771176815033,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714285746216774,
     "m": 0.5
    },
    {
     "p": 0.07142846286296844,
     "m": 0.5
    },
    {
     "p": 0.07142865657806396,
     "m": 0.5
    },
    {
     "p": 0.07142859697341919,
     "m": 0.7777356505393982
    },
    {
     "p": 0.07142850756645203,
     "m": 0.32372015714645386
    },
    {
     "p": 0.07142852246761322,
     "m": 0.10145501792430878
    },
    {
     "p": 0.0714285746216774,
     "m": 0.3537693917751312
    },
    {
     "p": 0.07142866402864456,
     "m": 0.5078632235527039
    },
    {
     "p": 0.07142852246761322,
     "m": 0.1779710054397583
    },
    {
     "p": 0.07142875343561172,
     "m": 0.789304256439209
    },
    {
     "p": 0.07142850011587143,
     "m": 0.47598108649253845
    },
    {
     "p": 0.07142850756645203,
     "m": 1.0
    },
    {
     "p": 0.07142869383096695,
     "m": 0.5
    },
    {
     "p": 0.07142845541238785,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 4.536800384521484,
   "val_loss": 2.259908676147461,
   "acc": 10.95,
   "time": 263.05708231800236,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142788171768188,
     "m": 0.5
    },
    {
     "p": 0.07142578065395355,
     "m": 0.5
    },
    {
     "p": 0.07144062966108322,
     "m": 0.5
    },
    {
     "p": 0.07142461836338043,
     "m": 0.7817725539207458
    },
    {
     "p": 0.07142253965139389,
     "m": 0.3258852958679199
    },
    {
     "p": 0.07143085449934006,
     "m": 0.10460832715034485
    },
    {
     "p": 0.07143659889698029,
     "m": 0.3663398325443268
    },
    {
     "p": 0.07142705470323563,
     "m": 0.5215829610824585
    },
    {
     "p": 0.07142540067434311,
     "m": 0.17937293648719788
    },
    {
     "p": 0.0714365765452385,
     "m": 0.8072271347045898
    },
    {
     "p": 0.07141862064599991,
     "m": 0.4784170687198639
    },
    {
     "p": 0.07142768055200577,
     "m": 1.0
    },
    {
     "p": 0.071428082883358,
     "m": 0.5
    },
    {
     "p": 0.07142763584852219,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 4.595835208892822,
   "val_loss": 2.3052260875701904,
   "acc": 10.0,
   "time": 263.49725892790593,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142843306064606,
     "m": 0.5
    },
    {
     "p": 0.07142866402864456,
     "m": 0.5
    },
    {
     "p": 0.07142838835716248,
     "m": 0.5
    },
    {
     "p": 0.07142870128154755,
     "m": 0.7866204977035522
    },
    {
     "p": 0.07142863422632217,
     "m": 0.3301818370819092
    },
    {
     "p": 0.07142836600542068,
     "m": 0.11257442831993103
    },
    {
     "p": 0.0714285746216774,
     "m": 0.3816237449645996
    },
    {
     "p": 0.0714285671710968,
     "m": 0.5369580388069153
    },
    {
     "p": 0.07142874598503113,
     "m": 0.18101866543293
    },
    {
     "p": 0.07142852991819382,
     "m": 0.8292995691299438
    },
    {
     "p": 0.0714285597205162,
     "m": 0.4786323010921478
    },
    {
     "p": 0.07142863422632217,
     "m": 0.9985011219978333
    },
    {
     "p": 0.07142861932516098,
     "m": 0.5
    },
    {
     "p": 0.07142861187458038,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 4.6057939529418945,
   "val_loss": 2.3036112785339355,
   "acc": 10.0,
   "time": 262.81731099798344,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142848521471024,
     "m": 0.5
    },
    {
     "p": 0.07142839580774307,
     "m": 0.5
    },
    {
     "p": 0.07142861187458038,
     "m": 0.5
    },
    {
     "p": 0.07142869383096695,
     "m": 0.7932856678962708
    },
    {
     "p": 0.0714283287525177,
     "m": 0.3312309682369232
    },
    {
     "p": 0.07142876833677292,
     "m": 0.11600768566131592
    },
    {
     "p": 0.07142852991819382,
     "m": 0.39588820934295654
    },
    {
     "p": 0.07142859697341919,
     "m": 0.5544010996818542
    },
    {
     "p": 0.07142841070890427,
     "m": 0.18250685930252075
    },
    {
     "p": 0.07142862677574158,
     "m": 0.8138180375099182
    },
    {
     "p": 0.07142865657806396,
     "m": 0.48070791363716125
    },
    {
     "p": 0.07142873108386993,
     "m": 0.9997326135635376
    },
    {
     "p": 0.07142867147922516,
     "m": 0.5
    },
    {
     "p": 0.07142846286296844,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 4.603490829467773,
   "val_loss": 2.3078014850616455,
   "acc": 10.0,
   "time": 264.7683381389361,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714278370141983,
     "m": 0.5
    },
    {
     "p": 0.0714278444647789,
     "m": 0.5
    },
    {
     "p": 0.07142945379018784,
     "m": 0.5
    },
    {
     "p": 0.07143095880746841,
     "m": 0.7981606721878052
    },
    {
     "p": 0.07142850756645203,
     "m": 0.33419069647789
    },
    {
     "p": 0.07142725586891174,
     "m": 0.12089930474758148
    },
    {
     "p": 0.07142779976129532,
     "m": 0.41004160046577454
    },
    {
     "p": 0.0714278444647789,
     "m": 0.5716046094894409
    },
    {
     "p": 0.07142911851406097,
     "m": 0.18463391065597534
    },
    {
     "p": 0.07143034040927887,
     "m": 0.8313310146331787
    },
    {
     "p": 0.07142917811870575,
     "m": 0.4838230311870575
    },
    {
     "p": 0.07142842561006546,
     "m": 0.997773289680481
    },
    {
     "p": 0.07142919301986694,
     "m": 0.5
    },
    {
     "p": 0.07142625749111176,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 4.362204551696777,
   "val_loss": 2.1248648166656494,
   "acc": 18.64,
   "time": 263.0458705611527,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139432430267334,
     "m": 0.5
    },
    {
     "p": 0.07142845541238785,
     "m": 0.5
    },
    {
     "p": 0.07141654193401337,
     "m": 0.5
    },
    {
     "p": 0.0714472234249115,
     "m": 0.7977032661437988
    },
    {
     "p": 0.07144419103860855,
     "m": 0.33775779604911804
    },
    {
     "p": 0.07143158465623856,
     "m": 0.11707516759634018
    },
    {
     "p": 0.07141724228858948,
     "m": 0.4281749725341797
    },
    {
     "p": 0.07144457846879959,
     "m": 0.5801585912704468
    },
    {
     "p": 0.07142379134893417,
     "m": 0.18974637985229492
    },
    {
     "p": 0.07141998410224915,
     "m": 0.838661789894104
    },
    {
     "p": 0.07143557071685791,
     "m": 0.48788681626319885
    },
    {
     "p": 0.07143986225128174,
     "m": 1.0
    },
    {
     "p": 0.07143433392047882,
     "m": 0.5
    },
    {
     "p": 0.07142229378223419,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 4.451105117797852,
   "val_loss": 2.059743642807007,
   "acc": 19.95,
   "time": 264.80588986491784,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714413970708847,
     "m": 0.5
    },
    {
     "p": 0.07142741978168488,
     "m": 0.5
    },
    {
     "p": 0.07143953442573547,
     "m": 0.5
    },
    {
     "p": 0.07145454734563828,
     "m": 0.7955523729324341
    },
    {
     "p": 0.07142065465450287,
     "m": 0.34070611000061035
    },
    {
     "p": 0.0714305192232132,
     "m": 0.12281711399555206
    },
    {
     "p": 0.07142549753189087,
     "m": 0.44754019379615784
    },
    {
     "p": 0.07144525647163391,
     "m": 0.5971073508262634
    },
    {
     "p": 0.07139521837234497,
     "m": 0.19395408034324646
    },
    {
     "p": 0.0714222714304924,
     "m": 0.8124484419822693
    },
    {
     "p": 0.0714193657040596,
     "m": 0.5025584697723389
    },
    {
     "p": 0.07143709063529968,
     "m": 1.0
    },
    {
     "p": 0.07144183665513992,
     "m": 0.5
    },
    {
     "p": 0.07139936834573746,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 4.286055088043213,
   "val_loss": 2.0898239612579346,
   "acc": 20.57,
   "time": 264.0029391699936,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145912945270538,
     "m": 0.5
    },
    {
     "p": 0.07140211015939713,
     "m": 0.5
    },
    {
     "p": 0.0714297741651535,
     "m": 0.5
    },
    {
     "p": 0.07143149524927139,
     "m": 0.8104146718978882
    },
    {
     "p": 0.07145305722951889,
     "m": 0.3335053026676178
    },
    {
     "p": 0.07142478972673416,
     "m": 0.11116359382867813
    },
    {
     "p": 0.07142475992441177,
     "m": 0.4664705693721771
    },
    {
     "p": 0.07144620269536972,
     "m": 0.6553065776824951
    },
    {
     "p": 0.07145016640424728,
     "m": 0.1952853947877884
    },
    {
     "p": 0.07140126824378967,
     "m": 0.8032681345939636
    },
    {
     "p": 0.07143671810626984,
     "m": 0.5001558661460876
    },
    {
     "p": 0.07143758237361908,
     "m": 1.0
    },
    {
     "p": 0.07142117619514465,
     "m": 0.5
    },
    {
     "p": 0.07138177752494812,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 4.146358013153076,
   "val_loss": 1.966322422027588,
   "acc": 23.53,
   "time": 262.13408569898456,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139649987220764,
     "m": 0.5
    },
    {
     "p": 0.07142257690429688,
     "m": 0.5
    },
    {
     "p": 0.07143712788820267,
     "m": 0.5
    },
    {
     "p": 0.07145868986845016,
     "m": 0.7932412028312683
    },
    {
     "p": 0.07143294811248779,
     "m": 0.3139367401599884
    },
    {
     "p": 0.07142927497625351,
     "m": 0.11070375144481659
    },
    {
     "p": 0.07142530381679535,
     "m": 0.4803798198699951
    },
    {
     "p": 0.0714430883526802,
     "m": 0.7183436751365662
    },
    {
     "p": 0.07144492864608765,
     "m": 0.20338065922260284
    },
    {
     "p": 0.0714128315448761,
     "m": 0.8368806838989258
    },
    {
     "p": 0.07142811268568039,
     "m": 0.5147894620895386
    },
    {
     "p": 0.0714324414730072,
     "m": 1.0
    },
    {
     "p": 0.0714353397488594,
     "m": 0.5
    },
    {
     "p": 0.07140085846185684,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 4.210389614105225,
   "val_loss": 1.8239132165908813,
   "acc": 30.11,
   "time": 263.68800507998094,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714515969157219,
     "m": 0.5
    },
    {
     "p": 0.07140570133924484,
     "m": 0.5
    },
    {
     "p": 0.07141654193401337,
     "m": 0.5
    },
    {
     "p": 0.07142379134893417,
     "m": 0.7801485061645508
    },
    {
     "p": 0.07139886170625687,
     "m": 0.29936403036117554
    },
    {
     "p": 0.07142581790685654,
     "m": 0.11354050785303116
    },
    {
     "p": 0.07146230340003967,
     "m": 0.491128534078598
    },
    {
     "p": 0.07144307345151901,
     "m": 0.7776650786399841
    },
    {
     "p": 0.07142651081085205,
     "m": 0.2181401401758194
    },
    {
     "p": 0.07142430543899536,
     "m": 0.8826320171356201
    },
    {
     "p": 0.07145076990127563,
     "m": 0.5240210890769958
    },
    {
     "p": 0.07143935561180115,
     "m": 1.0
    },
    {
     "p": 0.07141522318124771,
     "m": 0.5
    },
    {
     "p": 0.07141614705324173,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 3.933422565460205,
   "val_loss": 1.762390375137329,
   "acc": 31.08,
   "time": 262.89264380093664,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714196190237999,
     "m": 0.5
    },
    {
     "p": 0.07141179591417313,
     "m": 0.5
    },
    {
     "p": 0.07145211845636368,
     "m": 0.5
    },
    {
     "p": 0.07145877927541733,
     "m": 0.766323983669281
    },
    {
     "p": 0.07145900279283524,
     "m": 0.2908135950565338
    },
    {
     "p": 0.07141038030385971,
     "m": 0.11261560022830963
    },
    {
     "p": 0.07142257690429688,
     "m": 0.5061209201812744
    },
    {
     "p": 0.07142873108386993,
     "m": 0.8191627860069275
    },
    {
     "p": 0.07135416567325592,
     "m": 0.22779874503612518
    },
    {
     "p": 0.07139655202627182,
     "m": 0.8745806217193604
    },
    {
     "p": 0.07147224992513657,
     "m": 0.5418034195899963
    },
    {
     "p": 0.07142607867717743,
     "m": 1.0
    },
    {
     "p": 0.07146643102169037,
     "m": 0.5
    },
    {
     "p": 0.0714215338230133,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 3.809380292892456,
   "val_loss": 1.7012494802474976,
   "acc": 34.08,
   "time": 263.41663211607374,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142427563667297,
     "m": 0.5
    },
    {
     "p": 0.07143092155456543,
     "m": 0.5
    },
    {
     "p": 0.0714370533823967,
     "m": 0.5
    },
    {
     "p": 0.07142186164855957,
     "m": 0.7645488977432251
    },
    {
     "p": 0.07140368968248367,
     "m": 0.2839316427707672
    },
    {
     "p": 0.07146584987640381,
     "m": 0.11099805682897568
    },
    {
     "p": 0.0714351013302803,
     "m": 0.5163547992706299
    },
    {
     "p": 0.07141260802745819,
     "m": 0.8260141611099243
    },
    {
     "p": 0.07146432250738144,
     "m": 0.23002509772777557
    },
    {
     "p": 0.07142455130815506,
     "m": 0.8638008236885071
    },
    {
     "p": 0.07144057005643845,
     "m": 0.5373296141624451
    },
    {
     "p": 0.07141423970460892,
     "m": 1.0
    },
    {
     "p": 0.07143297046422958,
     "m": 0.5
    },
    {
     "p": 0.07139196991920471,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 3.6104884147644043,
   "val_loss": 1.648545742034912,
   "acc": 32.42,
   "time": 263.3701103639323,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139211148023605,
     "m": 0.5
    },
    {
     "p": 0.07138445973396301,
     "m": 0.5
    },
    {
     "p": 0.07144798338413239,
     "m": 0.5
    },
    {
     "p": 0.07142233848571777,
     "m": 0.7309200167655945
    },
    {
     "p": 0.0714394599199295,
     "m": 0.265762597322464
    },
    {
     "p": 0.07146194577217102,
     "m": 0.11427845060825348
    },
    {
     "p": 0.07141999155282974,
     "m": 0.5259198546409607
    },
    {
     "p": 0.07146349549293518,
     "m": 0.7972281575202942
    },
    {
     "p": 0.0714116171002388,
     "m": 0.23525013029575348
    },
    {
     "p": 0.0714431032538414,
     "m": 0.9484394788742065
    },
    {
     "p": 0.07142402231693268,
     "m": 0.5462226867675781
    },
    {
     "p": 0.07143837958574295,
     "m": 0.9990717172622681
    },
    {
     "p": 0.07143020629882812,
     "m": 0.5
    },
    {
     "p": 0.0714208260178566,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 4.1065826416015625,
   "val_loss": 1.7029703855514526,
   "acc": 35.37,
   "time": 263.07560849003494,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07143960893154144,
     "m": 0.5
    },
    {
     "p": 0.07137996703386307,
     "m": 0.5
    },
    {
     "p": 0.0714411810040474,
     "m": 0.5
    },
    {
     "p": 0.07149264961481094,
     "m": 0.6701086759567261
    },
    {
     "p": 0.07139923423528671,
     "m": 0.24137291312217712
    },
    {
     "p": 0.07148820161819458,
     "m": 0.15505872666835785
    },
    {
     "p": 0.07142902910709381,
     "m": 0.5266463756561279
    },
    {
     "p": 0.07148271054029465,
     "m": 0.7695806622505188
    },
    {
     "p": 0.0712721198797226,
     "m": 0.24012793600559235
    },
    {
     "p": 0.07138539105653763,
     "m": 0.9385644793510437
    },
    {
     "p": 0.07136606425046921,
     "m": 0.5451371669769287
    },
    {
     "p": 0.07147880643606186,
     "m": 1.0
    },
    {
     "p": 0.07148787379264832,
     "m": 0.5
    },
    {
     "p": 0.07145711034536362,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 3.853358745574951,
   "val_loss": 1.754836082458496,
   "acc": 35.02,
   "time": 263.19430537102744,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07147377729415894,
     "m": 0.5
    },
    {
     "p": 0.07142670452594757,
     "m": 0.5
    },
    {
     "p": 0.07143427431583405,
     "m": 0.5
    },
    {
     "p": 0.07146134972572327,
     "m": 0.6429780721664429
    },
    {
     "p": 0.07145135849714279,
     "m": 0.2539394199848175
    },
    {
     "p": 0.07142584770917892,
     "m": 0.1325959861278534
    },
    {
     "p": 0.07143621146678925,
     "m": 0.5359852910041809
    },
    {
     "p": 0.07139679044485092,
     "m": 0.7010530829429626
    },
    {
     "p": 0.07135777920484543,
     "m": 0.24475644528865814
    },
    {
     "p": 0.07146896421909332,
     "m": 0.9229394197463989
    },
    {
     "p": 0.07138019055128098,
     "m": 0.5493307113647461
    },
    {
     "p": 0.07142016291618347,
     "m": 0.9855894446372986
    },
    {
     "p": 0.07151094824075699,
     "m": 0.5
    },
    {
     "p": 0.0713556632399559,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 3.289363384246826,
   "val_loss": 1.5414862632751465,
   "acc": 42.25,
   "time": 264.0590088600293,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07140323519706726,
     "m": 0.5
    },
    {
     "p": 0.0714460089802742,
     "m": 0.5
    },
    {
     "p": 0.07145968079566956,
     "m": 0.5
    },
    {
     "p": 0.071436308324337,
     "m": 0.6336978673934937
    },
    {
     "p": 0.0714733824133873,
     "m": 0.24212196469306946
    },
    {
     "p": 0.0713823065161705,
     "m": 0.13531102240085602
    },
    {
     "p": 0.07143551111221313,
     "m": 0.5396016836166382
    },
    {
     "p": 0.07144223898649216,
     "m": 0.644737958908081
    },
    {
     "p": 0.07137540727853775,
     "m": 0.241485133767128
    },
    {
     "p": 0.07144637405872345,
     "m": 0.8546244502067566
    },
    {
     "p": 0.07144100964069366,
     "m": 0.5484086871147156
    },
    {
     "p": 0.07145380228757858,
     "m": 0.9686884880065918
    },
    {
     "p": 0.07139550894498825,
     "m": 0.5
    },
    {
     "p": 0.07140915840864182,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 3.813166379928589,
   "val_loss": 1.8158743381500244,
   "acc": 37.59,
   "time": 263.11044532503,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07147233188152313,
     "m": 0.5
    },
    {
     "p": 0.0712856575846672,
     "m": 0.5
    },
    {
     "p": 0.0714607760310173,
     "m": 0.5
    },
    {
     "p": 0.071303591132164,
     "m": 0.5929913520812988
    },
    {
     "p": 0.07159187644720078,
     "m": 0.20734748244285583
    },
    {
     "p": 0.07140697538852692,
     "m": 0.10766468197107315
    },
    {
     "p": 0.07150264829397202,
     "m": 0.514521598815918
    },
    {
     "p": 0.07148616760969162,
     "m": 0.6372058987617493
    },
    {
     "p": 0.07143944501876831,
     "m": 0.25680112838745117
    },
    {
     "p": 0.07143149524927139,
     "m": 0.8203942775726318
    },
    {
     "p": 0.07140633463859558,
     "m": 0.553849995136261
    },
    {
     "p": 0.07135939598083496,
     "m": 0.9262359142303467
    },
    {
     "p": 0.07134813815355301,
     "m": 0.5
    },
    {
     "p": 0.0715051218867302,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 3.4453964233398438,
   "val_loss": 1.546694278717041,
   "acc": 42.6,
   "time": 263.45208138693124,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07147589325904846,
     "m": 0.5
    },
    {
     "p": 0.07138604670763016,
     "m": 0.5
    },
    {
     "p": 0.0714501366019249,
     "m": 0.5
    },
    {
     "p": 0.0714685469865799,
     "m": 0.5673030614852905
    },
    {
     "p": 0.07140957564115524,
     "m": 0.1865740567445755
    },
    {
     "p": 0.07138191908597946,
     "m": 0.1033615916967392
    },
    {
     "p": 0.0713704377412796,
     "m": 0.5071724653244019
    },
    {
     "p": 0.07145757973194122,
     "m": 0.6260133981704712
    },
    {
     "p": 0.07146135717630386,
     "m": 0.23895959556102753
    },
    {
     "p": 0.07141134142875671,
     "m": 0.8766635060310364
    },
    {
     "p": 0.07140492647886276,
     "m": 0.5107776522636414
    },
    {
     "p": 0.07144277542829514,
     "m": 0.9389642477035522
    },
    {
     "p": 0.07148660719394684,
     "m": 0.5
    },
    {
     "p": 0.07139285653829575,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 3.6068291664123535,
   "val_loss": 1.7056045532226562,
   "acc": 40.32,
   "time": 263.5504036198836,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07147211581468582,
     "m": 0.5
    },
    {
     "p": 0.07130060344934464,
     "m": 0.5
    },
    {
     "p": 0.07147734612226486,
     "m": 0.5
    },
    {
     "p": 0.07146414369344711,
     "m": 0.5486013889312744
    },
    {
     "p": 0.07147835195064545,
     "m": 0.18218876421451569
    },
    {
     "p": 0.0714719370007515,
     "m": 0.10217297822237015
    },
    {
     "p": 0.0714026391506195,
     "m": 0.5092525482177734
    },
    {
     "p": 0.07133261114358902,
     "m": 0.6502927541732788
    },
    {
     "p": 0.07141503691673279,
     "m": 0.25063183903694153
    },
    {
     "p": 0.07143533229827881,
     "m": 0.8032925128936768
    },
    {
     "p": 0.07148325443267822,
     "m": 0.5215684175491333
    },
    {
     "p": 0.07144209742546082,
     "m": 0.9828288555145264
    },
    {
     "p": 0.07147844135761261,
     "m": 0.5
    },
    {
     "p": 0.07134609669446945,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 3.6550357341766357,
   "val_loss": 1.6028739213943481,
   "acc": 45.77,
   "time": 263.0981414010748,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07138705998659134,
     "m": 0.5
    },
    {
     "p": 0.07140892744064331,
     "m": 0.5
    },
    {
     "p": 0.07146445661783218,
     "m": 0.5
    },
    {
     "p": 0.07141107320785522,
     "m": 0.5095537900924683
    },
    {
     "p": 0.0714297965168953,
     "m": 0.1863146424293518
    },
    {
     "p": 0.07145138829946518,
     "m": 0.1296539604663849
    },
    {
     "p": 0.07148635387420654,
     "m": 0.5083490014076233
    },
    {
     "p": 0.07142803072929382,
     "m": 0.6633689999580383
    },
    {
     "p": 0.07140818983316422,
     "m": 0.2536590099334717
    },
    {
     "p": 0.07146546989679337,
     "m": 0.7400902509689331
    },
    {
     "p": 0.07142843306064606,
     "m": 0.5370783805847168
    },
    {
     "p": 0.07141133397817612,
     "m": 0.9787091612815857
    },
    {
     "p": 0.07143411040306091,
     "m": 0.5
    },
    {
     "p": 0.07138541340827942,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 3.253150224685669,
   "val_loss": 1.5131925344467163,
   "acc": 45.51,
   "time": 264.1825466048904,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714683011174202,
     "m": 0.5
    },
    {
     "p": 0.07138872146606445,
     "m": 0.5
    },
    {
     "p": 0.07147323340177536,
     "m": 0.5
    },
    {
     "p": 0.07146229594945908,
     "m": 0.4759507179260254
    },
    {
     "p": 0.07136865705251694,
     "m": 0.17674051225185394
    },
    {
     "p": 0.07145863771438599,
     "m": 0.17179332673549652
    },
    {
     "p": 0.07143887877464294,
     "m": 0.5426188707351685
    },
    {
     "p": 0.07143975794315338,
     "m": 0.6515896320343018
    },
    {
     "p": 0.07137426733970642,
     "m": 0.2546710669994354
    },
    {
     "p": 0.07135260850191116,
     "m": 0.7511864900588989
    },
    {
     "p": 0.07151569426059723,
     "m": 0.5445983409881592
    },
    {
     "p": 0.07143774628639221,
     "m": 1.0
    },
    {
     "p": 0.07140421867370605,
     "m": 0.5
    },
    {
     "p": 0.07141704112291336,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 3.3543472290039062,
   "val_loss": 1.428149938583374,
   "acc": 48.2,
   "time": 263.9739377668593,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07143083214759827,
     "m": 0.5
    },
    {
     "p": 0.07138632982969284,
     "m": 0.5
    },
    {
     "p": 0.07144934684038162,
     "m": 0.5
    },
    {
     "p": 0.07142531126737595,
     "m": 0.5118589401245117
    },
    {
     "p": 0.07141135632991791,
     "m": 0.16984017193317413
    },
    {
     "p": 0.07139299809932709,
     "m": 0.21463021636009216
    },
    {
     "p": 0.07143861055374146,
     "m": 0.5545687079429626
    },
    {
     "p": 0.07142362743616104,
     "m": 0.6513751745223999
    },
    {
     "p": 0.07147906720638275,
     "m": 0.26929160952568054
    },
    {
     "p": 0.07144926488399506,
     "m": 0.796581506729126
    },
    {
     "p": 0.0714457631111145,
     "m": 0.5712516903877258
    },
    {
     "p": 0.07144160568714142,
     "m": 0.9858959317207336
    },
    {
     "p": 0.07143952697515488,
     "m": 0.5
    },
    {
     "p": 0.07138636708259583,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 3.125270366668701,
   "val_loss": 1.51065993309021,
   "acc": 46.03,
   "time": 262.50706577603705,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07143525779247284,
     "m": 0.5
    },
    {
     "p": 0.07136832922697067,
     "m": 0.5
    },
    {
     "p": 0.07136933505535126,
     "m": 0.5
    },
    {
     "p": 0.07142613083124161,
     "m": 0.5263412594795227
    },
    {
     "p": 0.07142678648233414,
     "m": 0.1703077107667923
    },
    {
     "p": 0.07141830027103424,
     "m": 0.2075607031583786
    },
    {
     "p": 0.07144904136657715,
     "m": 0.577102780342102
    },
    {
     "p": 0.07153558731079102,
     "m": 0.6791867017745972
    },
    {
     "p": 0.07143121212720871,
     "m": 0.28647491335868835
    },
    {
     "p": 0.07141546159982681,
     "m": 0.8604379892349243
    },
    {
     "p": 0.07147134095430374,
     "m": 0.5929880738258362
    },
    {
     "p": 0.07145710289478302,
     "m": 0.9826416969299316
    },
    {
     "p": 0.07145573943853378,
     "m": 0.5
    },
    {
     "p": 0.07134038954973221,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 2.9840354919433594,
   "val_loss": 1.4794012308120728,
   "acc": 48.57,
   "time": 263.5513842010405,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0713786855340004,
     "m": 0.5
    },
    {
     "p": 0.07138923555612564,
     "m": 0.5
    },
    {
     "p": 0.07141374796628952,
     "m": 0.5
    },
    {
     "p": 0.07146792113780975,
     "m": 0.585647702217102
    },
    {
     "p": 0.07144125550985336,
     "m": 0.17112627625465393
    },
    {
     "p": 0.0714419037103653,
     "m": 0.2804158329963684
    },
    {
     "p": 0.07145161926746368,
     "m": 0.555274486541748
    },
    {
     "p": 0.07143697142601013,
     "m": 0.6466329097747803
    },
    {
     "p": 0.07147113978862762,
     "m": 0.2733653485774994
    },
    {
     "p": 0.07145097851753235,
     "m": 0.7211762070655823
    },
    {
     "p": 0.07144203782081604,
     "m": 0.5942244529724121
    },
    {
     "p": 0.07143475860357285,
     "m": 0.9680819511413574
    },
    {
     "p": 0.0714399442076683,
     "m": 0.5
    },
    {
     "p": 0.07133981585502625,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 3.303549289703369,
   "val_loss": 1.3619384765625,
   "acc": 50.36,
   "time": 264.0252396829892,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142579555511475,
     "m": 0.5
    },
    {
     "p": 0.07135111093521118,
     "m": 0.5
    },
    {
     "p": 0.07150786370038986,
     "m": 0.5
    },
    {
     "p": 0.0714506059885025,
     "m": 0.565707266330719
    },
    {
     "p": 0.07137767225503922,
     "m": 0.1697429120540619
    },
    {
     "p": 0.07141228020191193,
     "m": 0.26140737533569336
    },
    {
     "p": 0.07141467183828354,
     "m": 0.5783633589744568
    },
    {
     "p": 0.07146241515874863,
     "m": 0.6430960297584534
    },
    {
     "p": 0.07144380360841751,
     "m": 0.2731606066226959
    },
    {
     "p": 0.07144774496555328,
     "m": 0.6387342214584351
    },
    {
     "p": 0.07140231877565384,
     "m": 0.5993366241455078
    },
    {
     "p": 0.07147444039583206,
     "m": 0.9772378206253052
    },
    {
     "p": 0.07145512104034424,
     "m": 0.5
    },
    {
     "p": 0.07137412577867508,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 3.3906564712524414,
   "val_loss": 1.3340399265289307,
   "acc": 51.27,
   "time": 264.4236780719366,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144293934106827,
     "m": 0.5
    },
    {
     "p": 0.0713275596499443,
     "m": 0.5
    },
    {
     "p": 0.07144315540790558,
     "m": 0.5
    },
    {
     "p": 0.07146115601062775,
     "m": 0.5548421144485474
    },
    {
     "p": 0.071448415517807,
     "m": 0.15711486339569092
    },
    {
     "p": 0.07143091410398483,
     "m": 0.2400248646736145
    },
    {
     "p": 0.07141879200935364,
     "m": 0.6420262455940247
    },
    {
     "p": 0.07141828536987305,
     "m": 0.64399653673172
    },
    {
     "p": 0.07138673216104507,
     "m": 0.2755291163921356
    },
    {
     "p": 0.07147932797670364,
     "m": 0.6113024950027466
    },
    {
     "p": 0.07142934948205948,
     "m": 0.584586501121521
    },
    {
     "p": 0.07144072651863098,
     "m": 1.0
    },
    {
     "p": 0.07148987054824829,
     "m": 0.5
    },
    {
     "p": 0.07138277590274811,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 3.0281431674957275,
   "val_loss": 1.3262317180633545,
   "acc": 53.49,
   "time": 262.43517095805146,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07147390395402908,
     "m": 0.5
    },
    {
     "p": 0.07139692455530167,
     "m": 0.5
    },
    {
     "p": 0.07141721248626709,
     "m": 0.5
    },
    {
     "p": 0.0714600533246994,
     "m": 0.5811311602592468
    },
    {
     "p": 0.07141952961683273,
     "m": 0.19980035722255707
    },
    {
     "p": 0.07142073661088943,
     "m": 0.34934961795806885
    },
    {
     "p": 0.07143698632717133,
     "m": 0.6628761887550354
    },
    {
     "p": 0.07148192822933197,
     "m": 0.674402117729187
    },
    {
     "p": 0.07140202820301056,
     "m": 0.27334120869636536
    },
    {
     "p": 0.07143838703632355,
     "m": 0.5696111917495728
    },
    {
     "p": 0.07141581177711487,
     "m": 0.5910292267799377
    },
    {
     "p": 0.07144948095083237,
     "m": 0.9697252511978149
    },
    {
     "p": 0.07144629210233688,
     "m": 0.5
    },
    {
     "p": 0.07134073227643967,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 2.9312562942504883,
   "val_loss": 1.3200390338897705,
   "acc": 50.44,
   "time": 263.14210351603106,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07146326452493668,
     "m": 0.5
    },
    {
     "p": 0.07142503559589386,
     "m": 0.5
    },
    {
     "p": 0.07143174111843109,
     "m": 0.5
    },
    {
     "p": 0.07146956026554108,
     "m": 0.6492941975593567
    },
    {
     "p": 0.07148966193199158,
     "m": 0.204431414604187
    },
    {
     "p": 0.07143542170524597,
     "m": 0.34087228775024414
    },
    {
     "p": 0.07140674442052841,
     "m": 0.6783254146575928
    },
    {
     "p": 0.07141377776861191,
     "m": 0.7046635746955872
    },
    {
     "p": 0.07141625136137009,
     "m": 0.29217344522476196
    },
    {
     "p": 0.0713864415884018,
     "m": 0.5808202028274536
    },
    {
     "p": 0.07147232443094254,
     "m": 0.6020210385322571
    },
    {
     "p": 0.07143130898475647,
     "m": 0.991136372089386
    },
    {
     "p": 0.07142242044210434,
     "m": 0.5
    },
    {
     "p": 0.07133600115776062,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 3.1208784580230713,
   "val_loss": 1.368872046470642,
   "acc": 52.55,
   "time": 262.8372182780877,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145778089761734,
     "m": 0.5
    },
    {
     "p": 0.07138523459434509,
     "m": 0.5
    },
    {
     "p": 0.07145649194717407,
     "m": 0.5
    },
    {
     "p": 0.07145217061042786,
     "m": 0.6529319882392883
    },
    {
     "p": 0.07138298451900482,
     "m": 0.19995108246803284
    },
    {
     "p": 0.07140320539474487,
     "m": 0.3944011628627777
    },
    {
     "p": 0.07147937268018723,
     "m": 0.6316649317741394
    },
    {
     "p": 0.07139673084020615,
     "m": 0.7314587235450745
    },
    {
     "p": 0.07148287445306778,
     "m": 0.28471553325653076
    },
    {
     "p": 0.07138106971979141,
     "m": 0.4531691074371338
    },
    {
     "p": 0.07148679345846176,
     "m": 0.612038254737854
    },
    {
     "p": 0.07142241299152374,
     "m": 0.9993157982826233
    },
    {
     "p": 0.07148665934801102,
     "m": 0.5
    },
    {
     "p": 0.07132626324892044,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 2.8345162868499756,
   "val_loss": 1.2553133964538574,
   "acc": 53.25,
   "time": 263.6868796700146,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148327678442001,
     "m": 0.5
    },
    {
     "p": 0.07131240516901016,
     "m": 0.5
    },
    {
     "p": 0.07143466174602509,
     "m": 0.5
    },
    {
     "p": 0.07141866534948349,
     "m": 0.6739943623542786
    },
    {
     "p": 0.07143726199865341,
     "m": 0.19043664634227753
    },
    {
     "p": 0.07141605019569397,
     "m": 0.4488987624645233
    },
    {
     "p": 0.07145008444786072,
     "m": 0.6679655909538269
    },
    {
     "p": 0.07143893837928772,
     "m": 0.7503442764282227
    },
    {
     "p": 0.07137490808963776,
     "m": 0.29269731044769287
    },
    {
     "p": 0.07150910049676895,
     "m": 0.5112883448600769
    },
    {
     "p": 0.07154826074838638,
     "m": 0.6390502452850342
    },
    {
     "p": 0.07142585515975952,
     "m": 0.9993359446525574
    },
    {
     "p": 0.07145268470048904,
     "m": 0.5
    },
    {
     "p": 0.07129787653684616,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 2.8746399879455566,
   "val_loss": 1.334133267402649,
   "acc": 54.76,
   "time": 264.7516643840354,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07146906107664108,
     "m": 0.5
    },
    {
     "p": 0.07135282456874847,
     "m": 0.5
    },
    {
     "p": 0.07148493826389313,
     "m": 0.5
    },
    {
     "p": 0.07146318256855011,
     "m": 0.6918591856956482
    },
    {
     "p": 0.07136815041303635,
     "m": 0.19988329708576202
    },
    {
     "p": 0.0713716521859169,
     "m": 0.5202367305755615
    },
    {
     "p": 0.07143411040306091,
     "m": 0.6908407211303711
    },
    {
     "p": 0.07136224210262299,
     "m": 0.7623127102851868
    },
    {
     "p": 0.07147566229104996,
     "m": 0.2963200807571411
    },
    {
     "p": 0.07144024968147278,
     "m": 0.5021888017654419
    },
    {
     "p": 0.07144764065742493,
     "m": 0.6403954029083252
    },
    {
     "p": 0.07147441804409027,
     "m": 1.0
    },
    {
     "p": 0.07143540680408478,
     "m": 0.5
    },
    {
     "p": 0.07142042368650436,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 3.0610315799713135,
   "val_loss": 1.1928291320800781,
   "acc": 53.94,
   "time": 264.0704226549715,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07146218419075012,
     "m": 0.5
    },
    {
     "p": 0.07139849662780762,
     "m": 0.5
    },
    {
     "p": 0.07142212986946106,
     "m": 0.5
    },
    {
     "p": 0.07141542434692383,
     "m": 0.6366336941719055
    },
    {
     "p": 0.07144145667552948,
     "m": 0.18795429170131683
    },
    {
     "p": 0.07137007266283035,
     "m": 0.5065369009971619
    },
    {
     "p": 0.07139071077108383,
     "m": 0.67622971534729
    },
    {
     "p": 0.07145502418279648,
     "m": 0.800857424736023
    },
    {
     "p": 0.07144928723573685,
     "m": 0.2988307476043701
    },
    {
     "p": 0.07147390395402908,
     "m": 0.5048623085021973
    },
    {
     "p": 0.07143894582986832,
     "m": 0.6575984358787537
    },
    {
     "p": 0.07146468758583069,
     "m": 0.9870187640190125
    },
    {
     "p": 0.0714782178401947,
     "m": 0.5
    },
    {
     "p": 0.07133952528238297,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 2.9532957077026367,
   "val_loss": 1.2349026203155518,
   "acc": 55.19,
   "time": 263.87830002000555,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0713837668299675,
     "m": 0.5
    },
    {
     "p": 0.07130544632673264,
     "m": 0.5
    },
    {
     "p": 0.07150102406740189,
     "m": 0.5
    },
    {
     "p": 0.07138984650373459,
     "m": 0.6981174349784851
    },
    {
     "p": 0.07143952697515488,
     "m": 0.17916513979434967
    },
    {
     "p": 0.07136142998933792,
     "m": 0.5011581778526306
    },
    {
     "p": 0.07143080979585648,
     "m": 0.7212172150611877
    },
    {
     "p": 0.07141200453042984,
     "m": 0.8548590540885925
    },
    {
     "p": 0.07147201895713806,
     "m": 0.3109850585460663
    },
    {
     "p": 0.07154352962970734,
     "m": 0.5435366630554199
    },
    {
     "p": 0.07145745307207108,
     "m": 0.6733803749084473
    },
    {
     "p": 0.07142975926399231,
     "m": 0.9584605693817139
    },
    {
     "p": 0.07148099690675735,
     "m": 0.5
    },
    {
     "p": 0.07139240950345993,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 3.0467896461486816,
   "val_loss": 1.3034231662750244,
   "acc": 56.01,
   "time": 263.17244039988145,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714668408036232,
     "m": 0.5
    },
    {
     "p": 0.07136315107345581,
     "m": 0.5
    },
    {
     "p": 0.07147188484668732,
     "m": 0.5
    },
    {
     "p": 0.07141561806201935,
     "m": 0.7056599855422974
    },
    {
     "p": 0.0713747963309288,
     "m": 0.20399406552314758
    },
    {
     "p": 0.07139574736356735,
     "m": 0.5283579230308533
    },
    {
     "p": 0.07148641347885132,
     "m": 0.7034907937049866
    },
    {
     "p": 0.07146983593702316,
     "m": 0.8929575681686401
    },
    {
     "p": 0.07146987318992615,
     "m": 0.3184003531932831
    },
    {
     "p": 0.07140175253152847,
     "m": 0.5732342004776001
    },
    {
     "p": 0.07149150222539902,
     "m": 0.690095067024231
    },
    {
     "p": 0.07148337364196777,
     "m": 0.9783928394317627
    },
    {
     "p": 0.07140521705150604,
     "m": 0.5
    },
    {
     "p": 0.07130398601293564,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 2.8247005939483643,
   "val_loss": 1.2983542680740356,
   "acc": 56.82,
   "time": 265.98395167291164,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07146091014146805,
     "m": 0.5
    },
    {
     "p": 0.07137700170278549,
     "m": 0.5
    },
    {
     "p": 0.07149679958820343,
     "m": 0.5
    },
    {
     "p": 0.07147419452667236,
     "m": 0.69877028465271
    },
    {
     "p": 0.07142487913370132,
     "m": 0.20831111073493958
    },
    {
     "p": 0.07144846022129059,
     "m": 0.5349026918411255
    },
    {
     "p": 0.07148279249668121,
     "m": 0.7138255834579468
    },
    {
     "p": 0.07144159078598022,
     "m": 0.8873703479766846
    },
    {
     "p": 0.0714043527841568,
     "m": 0.32636499404907227
    },
    {
     "p": 0.07141077518463135,
     "m": 0.540818452835083
    },
    {
     "p": 0.07140891999006271,
     "m": 0.6964725255966187
    },
    {
     "p": 0.07144396007061005,
     "m": 1.0
    },
    {
     "p": 0.07141145318746567,
     "m": 0.5
    },
    {
     "p": 0.07131390273571014,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 2.992516040802002,
   "val_loss": 1.1962666511535645,
   "acc": 56.82,
   "time": 263.03060911106877,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148526608943939,
     "m": 0.5
    },
    {
     "p": 0.07135076075792313,
     "m": 0.5
    },
    {
     "p": 0.07145850360393524,
     "m": 0.5
    },
    {
     "p": 0.07141844183206558,
     "m": 0.7279984354972839
    },
    {
     "p": 0.07150193303823471,
     "m": 0.19504614174365997
    },
    {
     "p": 0.07152551412582397,
     "m": 0.4855487644672394
    },
    {
     "p": 0.0714154914021492,
     "m": 0.7122130990028381
    },
    {
     "p": 0.07141143083572388,
     "m": 0.8620969653129578
    },
    {
     "p": 0.07138118147850037,
     "m": 0.3490273952484131
    },
    {
     "p": 0.07143709808588028,
     "m": 0.5939511060714722
    },
    {
     "p": 0.07141243666410446,
     "m": 0.719280481338501
    },
    {
     "p": 0.07145323604345322,
     "m": 0.989541232585907
    },
    {
     "p": 0.07144557684659958,
     "m": 0.5
    },
    {
     "p": 0.07130313664674759,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 2.6130194664001465,
   "val_loss": 1.2383995056152344,
   "acc": 57.13,
   "time": 263.1845672770869,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07140187919139862,
     "m": 0.5
    },
    {
     "p": 0.0712541863322258,
     "m": 0.5
    },
    {
     "p": 0.07150012999773026,
     "m": 0.5
    },
    {
     "p": 0.071479931473732,
     "m": 0.7645900845527649
    },
    {
     "p": 0.07143864035606384,
     "m": 0.19866785407066345
    },
    {
     "p": 0.0714167058467865,
     "m": 0.4432034492492676
    },
    {
     "p": 0.07145953178405762,
     "m": 0.6871614456176758
    },
    {
     "p": 0.07133392244577408,
     "m": 0.8926771879196167
    },
    {
     "p": 0.07153119891881943,
     "m": 0.36306267976760864
    },
    {
     "p": 0.0715143159031868,
     "m": 0.47801658511161804
    },
    {
     "p": 0.07140196859836578,
     "m": 0.7400072813034058
    },
    {
     "p": 0.07147648185491562,
     "m": 0.9991151094436646
    },
    {
     "p": 0.07149722427129745,
     "m": 0.5
    },
    {
     "p": 0.0712938979268074,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 2.824798583984375,
   "val_loss": 1.0862023830413818,
   "acc": 59.53,
   "time": 263.40653508901596,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144521921873093,
     "m": 0.5
    },
    {
     "p": 0.07135739177465439,
     "m": 0.5
    },
    {
     "p": 0.0714363232254982,
     "m": 0.5
    },
    {
     "p": 0.07143598794937134,
     "m": 0.6770806908607483
    },
    {
     "p": 0.07139327377080917,
     "m": 0.22006599605083466
    },
    {
     "p": 0.07152189314365387,
     "m": 0.3760523498058319
    },
    {
     "p": 0.07145847380161285,
     "m": 0.7077710628509521
    },
    {
     "p": 0.07147110998630524,
     "m": 0.94185870885849
    },
    {
     "p": 0.07143668830394745,
     "m": 0.3484528660774231
    },
    {
     "p": 0.07140634208917618,
     "m": 0.40417420864105225
    },
    {
     "p": 0.07146047800779343,
     "m": 0.7356611490249634
    },
    {
     "p": 0.07142246514558792,
     "m": 0.989535927772522
    },
    {
     "p": 0.07144919782876968,
     "m": 0.5
    },
    {
     "p": 0.07130510360002518,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 2.7757959365844727,
   "val_loss": 1.156596064567566,
   "acc": 59.12,
   "time": 263.7418174019549,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07149704545736313,
     "m": 0.5
    },
    {
     "p": 0.07143193483352661,
     "m": 0.5
    },
    {
     "p": 0.07152795791625977,
     "m": 0.5
    },
    {
     "p": 0.07141397893428802,
     "m": 0.5308554768562317
    },
    {
     "p": 0.0714433491230011,
     "m": 0.13812631368637085
    },
    {
     "p": 0.07134024798870087,
     "m": 0.480023592710495
    },
    {
     "p": 0.07142814993858337,
     "m": 0.656113862991333
    },
    {
     "p": 0.07134027779102325,
     "m": 0.8517968058586121
    },
    {
     "p": 0.07140693068504333,
     "m": 0.3410313129425049
    },
    {
     "p": 0.07140041142702103,
     "m": 0.21303759515285492
    },
    {
     "p": 0.07144246250391006,
     "m": 0.7531163692474365
    },
    {
     "p": 0.071507528424263,
     "m": 0.9992843866348267
    },
    {
     "p": 0.071471206843853,
     "m": 0.5
    },
    {
     "p": 0.07134848833084106,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 2.7987098693847656,
   "val_loss": 1.181894302368164,
   "acc": 58.23,
   "time": 263.8098981899675,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07137464731931686,
     "m": 0.5
    },
    {
     "p": 0.07132726162672043,
     "m": 0.5
    },
    {
     "p": 0.07149816304445267,
     "m": 0.5
    },
    {
     "p": 0.07137425988912582,
     "m": 0.5787924528121948
    },
    {
     "p": 0.0713828057050705,
     "m": 0.18285121023654938
    },
    {
     "p": 0.07146570831537247,
     "m": 0.44898515939712524
    },
    {
     "p": 0.07152427732944489,
     "m": 0.6565607190132141
    },
    {
     "p": 0.07152564823627472,
     "m": 0.9318845868110657
    },
    {
     "p": 0.07146301120519638,
     "m": 0.3622119426727295
    },
    {
     "p": 0.07147721946239471,
     "m": 0.3552513122558594
    },
    {
     "p": 0.0713808611035347,
     "m": 0.7825770378112793
    },
    {
     "p": 0.07147397845983505,
     "m": 0.9997971057891846
    },
    {
     "p": 0.07137853652238846,
     "m": 0.5
    },
    {
     "p": 0.07135356962680817,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 2.6175625324249268,
   "val_loss": 1.2075583934783936,
   "acc": 57.95,
   "time": 265.0939569140319,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07137446850538254,
     "m": 0.5
    },
    {
     "p": 0.07128406316041946,
     "m": 0.5
    },
    {
     "p": 0.07135500758886337,
     "m": 0.5
    },
    {
     "p": 0.07144777476787567,
     "m": 0.6013258099555969
    },
    {
     "p": 0.07153082638978958,
     "m": 0.1971002072095871
    },
    {
     "p": 0.07151106745004654,
     "m": 0.467593252658844
    },
    {
     "p": 0.07157260179519653,
     "m": 0.6479241847991943
    },
    {
     "p": 0.07146896421909332,
     "m": 0.9123225808143616
    },
    {
     "p": 0.0710243433713913,
     "m": 0.3871239423751831
    },
    {
     "p": 0.071577288210392,
     "m": 0.3677244782447815
    },
    {
     "p": 0.07157520204782486,
     "m": 0.8043215870857239
    },
    {
     "p": 0.07146837562322617,
     "m": 1.0
    },
    {
     "p": 0.07143363356590271,
     "m": 0.5
    },
    {
     "p": 0.07137633860111237,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 2.6549971103668213,
   "val_loss": 1.0296096801757812,
   "acc": 60.52,
   "time": 264.00284043699503,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139948010444641,
     "m": 0.5
    },
    {
     "p": 0.07141686975955963,
     "m": 0.5
    },
    {
     "p": 0.07142111659049988,
     "m": 0.5
    },
    {
     "p": 0.07151008397340775,
     "m": 0.6250467896461487
    },
    {
     "p": 0.07142239809036255,
     "m": 0.24384814500808716
    },
    {
     "p": 0.07131638377904892,
     "m": 0.5246041417121887
    },
    {
     "p": 0.07139349728822708,
     "m": 0.7040889263153076
    },
    {
     "p": 0.07150435447692871,
     "m": 0.9759402871131897
    },
    {
     "p": 0.071518674492836,
     "m": 0.3861299455165863
    },
    {
     "p": 0.07141940295696259,
     "m": 0.38812628388404846
    },
    {
     "p": 0.07142862677574158,
     "m": 0.8182790279388428
    },
    {
     "p": 0.07143411785364151,
     "m": 0.9978439211845398
    },
    {
     "p": 0.07148148119449615,
     "m": 0.5
    },
    {
     "p": 0.07133350521326065,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 2.5302882194519043,
   "val_loss": 1.1352345943450928,
   "acc": 60.76,
   "time": 262.3906074790284,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07143902033567429,
     "m": 0.5
    },
    {
     "p": 0.07135666906833649,
     "m": 0.5
    },
    {
     "p": 0.07144518196582794,
     "m": 0.5
    },
    {
     "p": 0.07145071774721146,
     "m": 0.6819541454315186
    },
    {
     "p": 0.07142918556928635,
     "m": 0.20200148224830627
    },
    {
     "p": 0.07135254144668579,
     "m": 0.49951180815696716
    },
    {
     "p": 0.07140768319368362,
     "m": 0.7519826292991638
    },
    {
     "p": 0.07148409634828568,
     "m": 0.9758086800575256
    },
    {
     "p": 0.07143546640872955,
     "m": 0.406749427318573
    },
    {
     "p": 0.07145323604345322,
     "m": 0.5183982253074646
    },
    {
     "p": 0.07146016508340836,
     "m": 0.8307998776435852
    },
    {
     "p": 0.0714786946773529,
     "m": 0.9812366366386414
    },
    {
     "p": 0.07144714146852493,
     "m": 0.5
    },
    {
     "p": 0.07136019319295883,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 2.259561061859131,
   "val_loss": 1.2216365337371826,
   "acc": 59.65,
   "time": 263.649200348882,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07149481773376465,
     "m": 0.5
    },
    {
     "p": 0.07139869034290314,
     "m": 0.5
    },
    {
     "p": 0.07149180769920349,
     "m": 0.5
    },
    {
     "p": 0.07132570445537567,
     "m": 0.7665280699729919
    },
    {
     "p": 0.07144983112812042,
     "m": 0.14486965537071228
    },
    {
     "p": 0.07141923159360886,
     "m": 0.4858300983905792
    },
    {
     "p": 0.07148899883031845,
     "m": 0.7456941604614258
    },
    {
     "p": 0.07135665416717529,
     "m": 0.9431368708610535
    },
    {
     "p": 0.07144264131784439,
     "m": 0.4077180027961731
    },
    {
     "p": 0.07146008312702179,
     "m": 0.446988582611084
    },
    {
     "p": 0.07138901948928833,
     "m": 0.8395596146583557
    },
    {
     "p": 0.07149218022823334,
     "m": 0.9923108816146851
    },
    {
     "p": 0.07143985480070114,
     "m": 0.5
    },
    {
     "p": 0.07135049998760223,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 2.5308289527893066,
   "val_loss": 1.0672379732131958,
   "acc": 61.13,
   "time": 263.70950167486444,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144928723573685,
     "m": 0.5
    },
    {
     "p": 0.07138335704803467,
     "m": 0.5
    },
    {
     "p": 0.07140952348709106,
     "m": 0.5
    },
    {
     "p": 0.07141219079494476,
     "m": 0.7556678652763367
    },
    {
     "p": 0.07135039567947388,
     "m": 0.10000000149011612
    },
    {
     "p": 0.0713711827993393,
     "m": 0.42836660146713257
    },
    {
     "p": 0.07152235507965088,
     "m": 0.7826570272445679
    },
    {
     "p": 0.07154083251953125,
     "m": 0.9779241681098938
    },
    {
     "p": 0.07143474370241165,
     "m": 0.41892009973526
    },
    {
     "p": 0.07148075103759766,
     "m": 0.47291773557662964
    },
    {
     "p": 0.07132183015346527,
     "m": 0.8335633873939514
    },
    {
     "p": 0.07148684561252594,
     "m": 0.9985610842704773
    },
    {
     "p": 0.07156118750572205,
     "m": 0.5
    },
    {
     "p": 0.07127557694911957,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 2.9209532737731934,
   "val_loss": 1.111295461654663,
   "acc": 62.1,
   "time": 263.2761531181168,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139065861701965,
     "m": 0.5
    },
    {
     "p": 0.07133908569812775,
     "m": 0.5
    },
    {
     "p": 0.07141812890768051,
     "m": 0.5
    },
    {
     "p": 0.07146449387073517,
     "m": 0.7559702396392822
    },
    {
     "p": 0.07145877182483673,
     "m": 0.10572549700737
    },
    {
     "p": 0.07139284908771515,
     "m": 0.5125070810317993
    },
    {
     "p": 0.07142525911331177,
     "m": 0.7898889183998108
    },
    {
     "p": 0.07142698019742966,
     "m": 0.9082981944084167
    },
    {
     "p": 0.07145687192678452,
     "m": 0.43963491916656494
    },
    {
     "p": 0.07151231914758682,
     "m": 0.46869298815727234
    },
    {
     "p": 0.07149588316679001,
     "m": 0.8285871744155884
    },
    {
     "p": 0.07143500447273254,
     "m": 1.0
    },
    {
     "p": 0.0714234709739685,
     "m": 0.5
    },
    {
     "p": 0.07136023044586182,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 2.7937121391296387,
   "val_loss": 1.1389827728271484,
   "acc": 60.14,
   "time": 263.67759857093915,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0715276375412941,
     "m": 0.5
    },
    {
     "p": 0.07123477011919022,
     "m": 0.5
    },
    {
     "p": 0.07148505747318268,
     "m": 0.5
    },
    {
     "p": 0.07145541906356812,
     "m": 0.7963173389434814
    },
    {
     "p": 0.07143949717283249,
     "m": 0.21771490573883057
    },
    {
     "p": 0.07138199359178543,
     "m": 0.5721021890640259
    },
    {
     "p": 0.07136278599500656,
     "m": 0.8051789999008179
    },
    {
     "p": 0.0715085119009018,
     "m": 0.8723781704902649
    },
    {
     "p": 0.07155928015708923,
     "m": 0.4528282880783081
    },
    {
     "p": 0.07143092155456543,
     "m": 0.5079882144927979
    },
    {
     "p": 0.07143534719944,
     "m": 0.857297420501709
    },
    {
     "p": 0.07133249193429947,
     "m": 1.0
    },
    {
     "p": 0.07153981924057007,
     "m": 0.5
    },
    {
     "p": 0.07130644470453262,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 2.7953848838806152,
   "val_loss": 1.1400483846664429,
   "acc": 60.04,
   "time": 264.1980215080548,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0713643804192543,
     "m": 0.5
    },
    {
     "p": 0.07132913917303085,
     "m": 0.5
    },
    {
     "p": 0.07146936655044556,
     "m": 0.5
    },
    {
     "p": 0.07147438824176788,
     "m": 0.7346630096435547
    },
    {
     "p": 0.0713629275560379,
     "m": 0.2746655344963074
    },
    {
     "p": 0.07130613923072815,
     "m": 0.6204876899719238
    },
    {
     "p": 0.07158996909856796,
     "m": 0.8411928415298462
    },
    {
     "p": 0.07149139791727066,
     "m": 0.8875682353973389
    },
    {
     "p": 0.0715133547782898,
     "m": 0.46381473541259766
    },
    {
     "p": 0.07138651609420776,
     "m": 0.4334370791912079
    },
    {
     "p": 0.07150378823280334,
     "m": 0.8613741397857666
    },
    {
     "p": 0.07152388244867325,
     "m": 0.9990653991699219
    },
    {
     "p": 0.07146274298429489,
     "m": 0.5
    },
    {
     "p": 0.0712219774723053,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 2.640446662902832,
   "val_loss": 0.9217439293861389,
   "acc": 63.33,
   "time": 263.5638651060872,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145063579082489,
     "m": 0.5
    },
    {
     "p": 0.07135910540819168,
     "m": 0.5
    },
    {
     "p": 0.07138661295175552,
     "m": 0.5
    },
    {
     "p": 0.07144051790237427,
     "m": 0.8217369914054871
    },
    {
     "p": 0.07154864817857742,
     "m": 0.2950463593006134
    },
    {
     "p": 0.0713481456041336,
     "m": 0.6519087553024292
    },
    {
     "p": 0.07144653052091599,
     "m": 0.8860499858856201
    },
    {
     "p": 0.0714203342795372,
     "m": 0.9371913075447083
    },
    {
     "p": 0.07148703187704086,
     "m": 0.4856049716472626
    },
    {
     "p": 0.07143229991197586,
     "m": 0.599712073802948
    },
    {
     "p": 0.07137907296419144,
     "m": 0.8670305609703064
    },
    {
     "p": 0.07146910578012466,
     "m": 1.0
    },
    {
     "p": 0.07153578102588654,
     "m": 0.5
    },
    {
     "p": 0.07129617780447006,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 2.4618799686431885,
   "val_loss": 1.1156890392303467,
   "acc": 63.04,
   "time": 263.23065403918736,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144057005643845,
     "m": 0.5
    },
    {
     "p": 0.07128508388996124,
     "m": 0.5
    },
    {
     "p": 0.07137807458639145,
     "m": 0.5
    },
    {
     "p": 0.07152900844812393,
     "m": 0.8718410730361938
    },
    {
     "p": 0.0715370923280716,
     "m": 0.19258306920528412
    },
    {
     "p": 0.07139718532562256,
     "m": 0.6246117949485779
    },
    {
     "p": 0.07130634784698486,
     "m": 0.9013487696647644
    },
    {
     "p": 0.07139211893081665,
     "m": 0.9958069324493408
    },
    {
     "p": 0.07143331319093704,
     "m": 0.4817800521850586
    },
    {
     "p": 0.07138418406248093,
     "m": 0.6422029137611389
    },
    {
     "p": 0.07156001776456833,
     "m": 0.8486449718475342
    },
    {
     "p": 0.07148417830467224,
     "m": 1.0
    },
    {
     "p": 0.07148783653974533,
     "m": 0.5
    },
    {
     "p": 0.071384958922863,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 2.7549514770507812,
   "val_loss": 1.060526967048645,
   "acc": 63.34,
   "time": 262.02102263993584,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07157865911722183,
     "m": 0.5
    },
    {
     "p": 0.07137385755777359,
     "m": 0.5
    },
    {
     "p": 0.07146663963794708,
     "m": 0.5
    },
    {
     "p": 0.07144266366958618,
     "m": 0.8586307168006897
    },
    {
     "p": 0.0713982954621315,
     "m": 0.22339347004890442
    },
    {
     "p": 0.0713619515299797,
     "m": 0.4803119897842407
    },
    {
     "p": 0.07138069719076157,
     "m": 0.8791863918304443
    },
    {
     "p": 0.07150290161371231,
     "m": 0.9627479910850525
    },
    {
     "p": 0.07151319831609726,
     "m": 0.4726983904838562
    },
    {
     "p": 0.07150787860155106,
     "m": 0.5512699484825134
    },
    {
     "p": 0.07150400429964066,
     "m": 0.8535360097885132
    },
    {
     "p": 0.07140327990055084,
     "m": 1.0
    },
    {
     "p": 0.07133535295724869,
     "m": 0.5
    },
    {
     "p": 0.07123056799173355,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 2.49118709564209,
   "val_loss": 1.1006873846054077,
   "acc": 64.18,
   "time": 263.69757618685253,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153628021478653,
     "m": 0.5
    },
    {
     "p": 0.07132912427186966,
     "m": 0.5
    },
    {
     "p": 0.07149355858564377,
     "m": 0.5
    },
    {
     "p": 0.07153758406639099,
     "m": 0.8432886600494385
    },
    {
     "p": 0.0714276060461998,
     "m": 0.2910541594028473
    },
    {
     "p": 0.07133257389068604,
     "m": 0.5234900116920471
    },
    {
     "p": 0.07144355028867722,
     "m": 0.9585694074630737
    },
    {
     "p": 0.07142484188079834,
     "m": 0.9988620281219482
    },
    {
     "p": 0.07151516526937485,
     "m": 0.48102685809135437
    },
    {
     "p": 0.07149236649274826,
     "m": 0.5426651835441589
    },
    {
     "p": 0.07146767526865005,
     "m": 0.8876495957374573
    },
    {
     "p": 0.0713493674993515,
     "m": 0.9590029716491699
    },
    {
     "p": 0.07138729840517044,
     "m": 0.5
    },
    {
     "p": 0.07126301527023315,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 2.411193609237671,
   "val_loss": 1.0522114038467407,
   "acc": 62.28,
   "time": 263.5327885958832,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148372381925583,
     "m": 0.5
    },
    {
     "p": 0.07129190117120743,
     "m": 0.5
    },
    {
     "p": 0.07155630737543106,
     "m": 0.5
    },
    {
     "p": 0.07148542255163193,
     "m": 0.8661582469940186
    },
    {
     "p": 0.07125125825405121,
     "m": 0.3278419077396393
    },
    {
     "p": 0.07134474068880081,
     "m": 0.5456650257110596
    },
    {
     "p": 0.071456179022789,
     "m": 0.9583774209022522
    },
    {
     "p": 0.07152581959962845,
     "m": 1.0
    },
    {
     "p": 0.07162734121084213,
     "m": 0.49988412857055664
    },
    {
     "p": 0.07140649855136871,
     "m": 0.5225590467453003
    },
    {
     "p": 0.07145009934902191,
     "m": 0.889147162437439
    },
    {
     "p": 0.07137929648160934,
     "m": 0.970693826675415
    },
    {
     "p": 0.0714985802769661,
     "m": 0.5
    },
    {
     "p": 0.07124284654855728,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 2.1808066368103027,
   "val_loss": 1.04920494556427,
   "acc": 63.72,
   "time": 263.5820275361184,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07156895101070404,
     "m": 0.5
    },
    {
     "p": 0.07127301394939423,
     "m": 0.5
    },
    {
     "p": 0.07145477086305618,
     "m": 0.5
    },
    {
     "p": 0.07138652354478836,
     "m": 0.8240344524383545
    },
    {
     "p": 0.07160119712352753,
     "m": 0.3298759162425995
    },
    {
     "p": 0.07131937891244888,
     "m": 0.5253441333770752
    },
    {
     "p": 0.07145355641841888,
     "m": 0.8668727278709412
    },
    {
     "p": 0.07149390876293182,
     "m": 0.9471055269241333
    },
    {
     "p": 0.07139997184276581,
     "m": 0.506888747215271
    },
    {
     "p": 0.07150179892778397,
     "m": 0.47321298718452454
    },
    {
     "p": 0.0713934376835823,
     "m": 0.8844208121299744
    },
    {
     "p": 0.07143553346395493,
     "m": 1.0
    },
    {
     "p": 0.07143951952457428,
     "m": 0.5
    },
    {
     "p": 0.07127845287322998,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 2.544903039932251,
   "val_loss": 0.9637547731399536,
   "acc": 63.31,
   "time": 262.8475472019054,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07152770459651947,
     "m": 0.5
    },
    {
     "p": 0.07132800668478012,
     "m": 0.5
    },
    {
     "p": 0.07141461223363876,
     "m": 0.5
    },
    {
     "p": 0.07138358056545258,
     "m": 0.7141348719596863
    },
    {
     "p": 0.07136061787605286,
     "m": 0.28474560379981995
    },
    {
     "p": 0.0714898407459259,
     "m": 0.5094100832939148
    },
    {
     "p": 0.07149558514356613,
     "m": 0.8931831121444702
    },
    {
     "p": 0.07149267196655273,
     "m": 0.9927803874015808
    },
    {
     "p": 0.07140832394361496,
     "m": 0.5062190294265747
    },
    {
     "p": 0.0713958665728569,
     "m": 0.5712684988975525
    },
    {
     "p": 0.07148974388837814,
     "m": 0.9299330115318298
    },
    {
     "p": 0.07145312428474426,
     "m": 1.0
    },
    {
     "p": 0.07149022072553635,
     "m": 0.5
    },
    {
     "p": 0.07127007097005844,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 2.1346943378448486,
   "val_loss": 1.059853434562683,
   "acc": 63.3,
   "time": 263.39680150989443,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153523713350296,
     "m": 0.5
    },
    {
     "p": 0.07138185948133469,
     "m": 0.5
    },
    {
     "p": 0.07145042717456818,
     "m": 0.5
    },
    {
     "p": 0.0714973583817482,
     "m": 0.6793908476829529
    },
    {
     "p": 0.07131776958703995,
     "m": 0.22272807359695435
    },
    {
     "p": 0.07144557684659958,
     "m": 0.45541509985923767
    },
    {
     "p": 0.07137637585401535,
     "m": 0.8754774928092957
    },
    {
     "p": 0.07137487083673477,
     "m": 0.9944412708282471
    },
    {
     "p": 0.07150764763355255,
     "m": 0.4851221442222595
    },
    {
     "p": 0.07150787860155106,
     "m": 0.6703135371208191
    },
    {
     "p": 0.0714665874838829,
     "m": 0.8658421635627747
    },
    {
     "p": 0.07148583978414536,
     "m": 0.993239164352417
    },
    {
     "p": 0.0714195966720581,
     "m": 0.5
    },
    {
     "p": 0.07123293727636337,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 2.160825729370117,
   "val_loss": 0.9410172700881958,
   "acc": 65.48,
   "time": 262.72643273998983,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0714905709028244,
     "m": 0.5
    },
    {
     "p": 0.07134967297315598,
     "m": 0.5
    },
    {
     "p": 0.0713820606470108,
     "m": 0.5
    },
    {
     "p": 0.0714038759469986,
     "m": 0.8499134182929993
    },
    {
     "p": 0.07148544490337372,
     "m": 0.25320959091186523
    },
    {
     "p": 0.07141265273094177,
     "m": 0.5530749559402466
    },
    {
     "p": 0.07147719711065292,
     "m": 0.9007853269577026
    },
    {
     "p": 0.07128644734621048,
     "m": 0.9908818006515503
    },
    {
     "p": 0.07142245769500732,
     "m": 0.49321895837783813
    },
    {
     "p": 0.071566641330719,
     "m": 0.7284125089645386
    },
    {
     "p": 0.07148963958024979,
     "m": 0.8349392414093018
    },
    {
     "p": 0.07146485894918442,
     "m": 0.9331167936325073
    },
    {
     "p": 0.07138626277446747,
     "m": 0.5
    },
    {
     "p": 0.07138217240571976,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 2.3445663452148438,
   "val_loss": 0.9760347008705139,
   "acc": 64.69,
   "time": 263.67859582114033,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148879021406174,
     "m": 0.5
    },
    {
     "p": 0.07129763066768646,
     "m": 0.5
    },
    {
     "p": 0.0714292973279953,
     "m": 0.5
    },
    {
     "p": 0.07156519591808319,
     "m": 0.8892963528633118
    },
    {
     "p": 0.07155637443065643,
     "m": 0.2903304398059845
    },
    {
     "p": 0.07149475067853928,
     "m": 0.6188893914222717
    },
    {
     "p": 0.07143742591142654,
     "m": 0.9665381908416748
    },
    {
     "p": 0.07136727124452591,
     "m": 0.9575228095054626
    },
    {
     "p": 0.07145868241786957,
     "m": 0.5221628546714783
    },
    {
     "p": 0.07138616591691971,
     "m": 0.7593598365783691
    },
    {
     "p": 0.07134885340929031,
     "m": 0.8637869358062744
    },
    {
     "p": 0.07139874249696732,
     "m": 1.0
    },
    {
     "p": 0.07141682505607605,
     "m": 0.5
    },
    {
     "p": 0.07135400921106339,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 2.2929770946502686,
   "val_loss": 1.049527883529663,
   "acc": 65.18,
   "time": 264.28921412001364,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07149837166070938,
     "m": 0.5
    },
    {
     "p": 0.07117435336112976,
     "m": 0.5
    },
    {
     "p": 0.07143545150756836,
     "m": 0.5
    },
    {
     "p": 0.07144724577665329,
     "m": 0.954422116279602
    },
    {
     "p": 0.07144240289926529,
     "m": 0.31925490498542786
    },
    {
     "p": 0.07134567946195602,
     "m": 0.7061487436294556
    },
    {
     "p": 0.07144254446029663,
     "m": 0.9633079171180725
    },
    {
     "p": 0.07134819030761719,
     "m": 0.9003716111183167
    },
    {
     "p": 0.07147259265184402,
     "m": 0.520869255065918
    },
    {
     "p": 0.07150697708129883,
     "m": 0.6995371580123901
    },
    {
     "p": 0.07144966721534729,
     "m": 0.9040747880935669
    },
    {
     "p": 0.07143565267324448,
     "m": 1.0
    },
    {
     "p": 0.07155957818031311,
     "m": 0.5
    },
    {
     "p": 0.07144129276275635,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 2.380850315093994,
   "val_loss": 0.9115111827850342,
   "acc": 65.13,
   "time": 262.77348225400783,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.071614570915699,
     "m": 0.5
    },
    {
     "p": 0.07139285653829575,
     "m": 0.5
    },
    {
     "p": 0.07150153070688248,
     "m": 0.5
    },
    {
     "p": 0.0711875855922699,
     "m": 0.9818280339241028
    },
    {
     "p": 0.07138586044311523,
     "m": 0.32952257990837097
    },
    {
     "p": 0.07148473709821701,
     "m": 0.7082162499427795
    },
    {
     "p": 0.07145215570926666,
     "m": 1.0
    },
    {
     "p": 0.07146015763282776,
     "m": 0.9734358787536621
    },
    {
     "p": 0.0715169608592987,
     "m": 0.5569757223129272
    },
    {
     "p": 0.07145429402589798,
     "m": 0.7075631618499756
    },
    {
     "p": 0.07157688587903976,
     "m": 0.9212329387664795
    },
    {
     "p": 0.07127517461776733,
     "m": 1.0
    },
    {
     "p": 0.07139012962579727,
     "m": 0.5
    },
    {
     "p": 0.07130703330039978,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 2.2907118797302246,
   "val_loss": 0.9956965446472168,
   "acc": 64.29,
   "time": 263.00107768410817,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07156094163656235,
     "m": 0.5
    },
    {
     "p": 0.07133729755878448,
     "m": 0.5
    },
    {
     "p": 0.07150208204984665,
     "m": 0.5
    },
    {
     "p": 0.07144998013973236,
     "m": 0.9118784666061401
    },
    {
     "p": 0.07131770998239517,
     "m": 0.32186633348464966
    },
    {
     "p": 0.07136546075344086,
     "m": 0.6966846585273743
    },
    {
     "p": 0.07147719711065292,
     "m": 0.9257510900497437
    },
    {
     "p": 0.07141441851854324,
     "m": 0.9775552153587341
    },
    {
     "p": 0.07154052704572678,
     "m": 0.5642175078392029
    },
    {
     "p": 0.07147597521543503,
     "m": 0.6840180158615112
    },
    {
     "p": 0.07139277458190918,
     "m": 0.9975612759590149
    },
    {
     "p": 0.07143832743167877,
     "m": 0.9992692470550537
    },
    {
     "p": 0.07152730971574783,
     "m": 0.5
    },
    {
     "p": 0.07120000571012497,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 2.4456350803375244,
   "val_loss": 0.9267997145652771,
   "acc": 66.04,
   "time": 263.2395320190117,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148060202598572,
     "m": 0.5
    },
    {
     "p": 0.0713345855474472,
     "m": 0.5
    },
    {
     "p": 0.07135988771915436,
     "m": 0.5
    },
    {
     "p": 0.07134241610765457,
     "m": 0.9187203645706177
    },
    {
     "p": 0.07139946520328522,
     "m": 0.3915231227874756
    },
    {
     "p": 0.07136717438697815,
     "m": 0.7155135273933411
    },
    {
     "p": 0.07146609574556351,
     "m": 0.8361579179763794
    },
    {
     "p": 0.07146481424570084,
     "m": 0.8097991347312927
    },
    {
     "p": 0.07139445841312408,
     "m": 0.5605929493904114
    },
    {
     "p": 0.0715567097067833,
     "m": 0.7302071452140808
    },
    {
     "p": 0.07149283587932587,
     "m": 0.9721192717552185
    },
    {
     "p": 0.07143870741128922,
     "m": 0.9973201751708984
    },
    {
     "p": 0.07157892733812332,
     "m": 0.5
    },
    {
     "p": 0.07132336497306824,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 2.307530403137207,
   "val_loss": 0.9376527070999146,
   "acc": 66.56,
   "time": 263.21138320397586,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153277844190598,
     "m": 0.5
    },
    {
     "p": 0.0713321790099144,
     "m": 0.5
    },
    {
     "p": 0.07150906324386597,
     "m": 0.5
    },
    {
     "p": 0.07135561108589172,
     "m": 0.9106815457344055
    },
    {
     "p": 0.07136455923318863,
     "m": 0.3880074918270111
    },
    {
     "p": 0.07138213515281677,
     "m": 0.6897557377815247
    },
    {
     "p": 0.07150255143642426,
     "m": 0.967479407787323
    },
    {
     "p": 0.07138704508543015,
     "m": 0.9743150472640991
    },
    {
     "p": 0.07160808145999908,
     "m": 0.5803588628768921
    },
    {
     "p": 0.07147666811943054,
     "m": 0.7707288265228271
    },
    {
     "p": 0.0714440792798996,
     "m": 0.936661958694458
    },
    {
     "p": 0.07148238271474838,
     "m": 0.9826909899711609
    },
    {
     "p": 0.07143602520227432,
     "m": 0.5
    },
    {
     "p": 0.071186862885952,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 2.464667320251465,
   "val_loss": 0.9184479117393494,
   "acc": 65.49,
   "time": 263.2586504179053,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07152421027421951,
     "m": 0.5
    },
    {
     "p": 0.07121210545301437,
     "m": 0.5
    },
    {
     "p": 0.071364626288414,
     "m": 0.5
    },
    {
     "p": 0.07137387245893478,
     "m": 0.8958917260169983
    },
    {
     "p": 0.07135419547557831,
     "m": 0.4175194203853607
    },
    {
     "p": 0.07140614837408066,
     "m": 0.6003760695457458
    },
    {
     "p": 0.07165170460939407,
     "m": 0.9850890636444092
    },
    {
     "p": 0.07137905806303024,
     "m": 0.9725675582885742
    },
    {
     "p": 0.0713314563035965,
     "m": 0.613349974155426
    },
    {
     "p": 0.07172471284866333,
     "m": 0.7916608452796936
    },
    {
     "p": 0.07155048102140427,
     "m": 0.9450196623802185
    },
    {
     "p": 0.07164385914802551,
     "m": 1.0
    },
    {
     "p": 0.07120023667812347,
     "m": 0.5
    },
    {
     "p": 0.07128334790468216,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 2.1174402236938477,
   "val_loss": 1.027199387550354,
   "acc": 65.94,
   "time": 263.2169373508077,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144571840763092,
     "m": 0.5
    },
    {
     "p": 0.07140760868787766,
     "m": 0.5
    },
    {
     "p": 0.07149972021579742,
     "m": 0.5
    },
    {
     "p": 0.07136962562799454,
     "m": 0.8015522956848145
    },
    {
     "p": 0.07139085233211517,
     "m": 0.42615988850593567
    },
    {
     "p": 0.07130435109138489,
     "m": 0.7057987451553345
    },
    {
     "p": 0.07141327112913132,
     "m": 0.9393187165260315
    },
    {
     "p": 0.07145828008651733,
     "m": 0.9053956270217896
    },
    {
     "p": 0.07129406929016113,
     "m": 0.6214859485626221
    },
    {
     "p": 0.07152049243450165,
     "m": 0.7505167126655579
    },
    {
     "p": 0.07140762358903885,
     "m": 0.9490143656730652
    },
    {
     "p": 0.07160772383213043,
     "m": 1.0
    },
    {
     "p": 0.07152469456195831,
     "m": 0.5
    },
    {
     "p": 0.07135593891143799,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 2.3510520458221436,
   "val_loss": 1.0171784162521362,
   "acc": 64.74,
   "time": 263.23956234008074,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07143180817365646,
     "m": 0.5
    },
    {
     "p": 0.07133787870407104,
     "m": 0.5
    },
    {
     "p": 0.07139187306165695,
     "m": 0.5
    },
    {
     "p": 0.07132329046726227,
     "m": 0.925967812538147
    },
    {
     "p": 0.07141835242509842,
     "m": 0.3171026408672333
    },
    {
     "p": 0.07119669020175934,
     "m": 0.6111581921577454
    },
    {
     "p": 0.07147084921598434,
     "m": 1.0
    },
    {
     "p": 0.07132973521947861,
     "m": 0.7183915972709656
    },
    {
     "p": 0.07160428911447525,
     "m": 0.6634270548820496
    },
    {
     "p": 0.07167690992355347,
     "m": 0.7518463730812073
    },
    {
     "p": 0.07151128351688385,
     "m": 0.9958605766296387
    },
    {
     "p": 0.071407251060009,
     "m": 0.9978397488594055
    },
    {
     "p": 0.07160784304141998,
     "m": 0.5
    },
    {
     "p": 0.07129188627004623,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 2.198561429977417,
   "val_loss": 0.9627930521965027,
   "acc": 67.51,
   "time": 262.3762884750031,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148222625255585,
     "m": 0.5
    },
    {
     "p": 0.07129164785146713,
     "m": 0.5
    },
    {
     "p": 0.07138453423976898,
     "m": 0.5
    },
    {
     "p": 0.07138661295175552,
     "m": 0.8909585475921631
    },
    {
     "p": 0.0714251846075058,
     "m": 0.34971362352371216
    },
    {
     "p": 0.0711565837264061,
     "m": 0.6320849657058716
    },
    {
     "p": 0.07153873145580292,
     "m": 0.9122512936592102
    },
    {
     "p": 0.07154528796672821,
     "m": 0.6554170250892639
    },
    {
     "p": 0.07142101973295212,
     "m": 0.6999281644821167
    },
    {
     "p": 0.07152492552995682,
     "m": 0.8558050990104675
    },
    {
     "p": 0.07155098766088486,
     "m": 0.9836050868034363
    },
    {
     "p": 0.07146751880645752,
     "m": 1.0
    },
    {
     "p": 0.0714448019862175,
     "m": 0.5
    },
    {
     "p": 0.07137995213270187,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 2.3558835983276367,
   "val_loss": 0.9638963341712952,
   "acc": 66.08,
   "time": 263.0550704880152,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07133907824754715,
     "m": 0.5
    },
    {
     "p": 0.07108250260353088,
     "m": 0.5
    },
    {
     "p": 0.07129848003387451,
     "m": 0.5
    },
    {
     "p": 0.07133105397224426,
     "m": 0.9806452393531799
    },
    {
     "p": 0.07143723964691162,
     "m": 0.27471017837524414
    },
    {
     "p": 0.07150284200906754,
     "m": 0.5820516347885132
    },
    {
     "p": 0.07164838910102844,
     "m": 0.8677853941917419
    },
    {
     "p": 0.07139882445335388,
     "m": 0.7900937795639038
    },
    {
     "p": 0.07138612121343613,
     "m": 0.7200328707695007
    },
    {
     "p": 0.0715973749756813,
     "m": 0.720607340335846
    },
    {
     "p": 0.07169583439826965,
     "m": 1.0
    },
    {
     "p": 0.07157770544290543,
     "m": 0.9915424585342407
    },
    {
     "p": 0.07147209346294403,
     "m": 0.5
    },
    {
     "p": 0.07123241573572159,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 2.1686995029449463,
   "val_loss": 1.048179268836975,
   "acc": 67.51,
   "time": 263.49443575995974,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07154145836830139,
     "m": 0.5
    },
    {
     "p": 0.07127030938863754,
     "m": 0.5
    },
    {
     "p": 0.07137800008058548,
     "m": 0.5
    },
    {
     "p": 0.07148738950490952,
     "m": 0.9958074688911438
    },
    {
     "p": 0.07138241082429886,
     "m": 0.2431274801492691
    },
    {
     "p": 0.07141036540269852,
     "m": 0.6571837663650513
    },
    {
     "p": 0.07137103378772736,
     "m": 0.9015456438064575
    },
    {
     "p": 0.07144774496555328,
     "m": 0.8473241925239563
    },
    {
     "p": 0.07145927101373672,
     "m": 0.725700318813324
    },
    {
     "p": 0.07152179628610611,
     "m": 0.7904589176177979
    },
    {
     "p": 0.07137243449687958,
     "m": 0.9558458924293518
    },
    {
     "p": 0.07144477963447571,
     "m": 1.0
    },
    {
     "p": 0.07153716683387756,
     "m": 0.5
    },
    {
     "p": 0.07137586921453476,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 2.350086212158203,
   "val_loss": 0.9570710062980652,
   "acc": 67.67,
   "time": 262.7071822579019,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07154490053653717,
     "m": 0.5
    },
    {
     "p": 0.07122139632701874,
     "m": 0.5
    },
    {
     "p": 0.07134546339511871,
     "m": 0.5
    },
    {
     "p": 0.07159119099378586,
     "m": 0.971996545791626
    },
    {
     "p": 0.07130220532417297,
     "m": 0.3270125389099121
    },
    {
     "p": 0.07145718485116959,
     "m": 0.6162808537483215
    },
    {
     "p": 0.0714176744222641,
     "m": 0.9749820828437805
    },
    {
     "p": 0.0714556947350502,
     "m": 0.9315594434738159
    },
    {
     "p": 0.07155652344226837,
     "m": 0.7487479448318481
    },
    {
     "p": 0.07143209129571915,
     "m": 0.8660665154457092
    },
    {
     "p": 0.07154619693756104,
     "m": 0.9718624353408813
    },
    {
     "p": 0.0713258907198906,
     "m": 1.0
    },
    {
     "p": 0.07154643535614014,
     "m": 0.5
    },
    {
     "p": 0.0712571069598198,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.9962444305419922,
   "val_loss": 0.96861332654953,
   "acc": 65.67,
   "time": 262.631986486027,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07140834629535675,
     "m": 0.5
    },
    {
     "p": 0.07142602652311325,
     "m": 0.5
    },
    {
     "p": 0.07150045782327652,
     "m": 0.5
    },
    {
     "p": 0.07144851237535477,
     "m": 0.9890629649162292
    },
    {
     "p": 0.07159300893545151,
     "m": 0.28427231311798096
    },
    {
     "p": 0.0714283213019371,
     "m": 0.4429044723510742
    },
    {
     "p": 0.07133076339960098,
     "m": 0.9983309507369995
    },
    {
     "p": 0.07148930430412292,
     "m": 0.9868825674057007
    },
    {
     "p": 0.07132972776889801,
     "m": 0.7558639645576477
    },
    {
     "p": 0.07149609178304672,
     "m": 0.8997116088867188
    },
    {
     "p": 0.07163922488689423,
     "m": 0.9949127435684204
    },
    {
     "p": 0.0712050050497055,
     "m": 0.9923751950263977
    },
    {
     "p": 0.07148956507444382,
     "m": 0.5
    },
    {
     "p": 0.07121565192937851,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 2.348289966583252,
   "val_loss": 0.9274524450302124,
   "acc": 66.52,
   "time": 262.8802491161041,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144800573587418,
     "m": 0.5
    },
    {
     "p": 0.07133188098669052,
     "m": 0.5
    },
    {
     "p": 0.07134611159563065,
     "m": 0.5
    },
    {
     "p": 0.07137404382228851,
     "m": 0.9579778909683228
    },
    {
     "p": 0.07148973643779755,
     "m": 0.30323782563209534
    },
    {
     "p": 0.07142752408981323,
     "m": 0.48170626163482666
    },
    {
     "p": 0.07129254937171936,
     "m": 0.9987002611160278
    },
    {
     "p": 0.071445994079113,
     "m": 0.989766538143158
    },
    {
     "p": 0.07160637527704239,
     "m": 0.7448461055755615
    },
    {
     "p": 0.07138611376285553,
     "m": 0.8472975492477417
    },
    {
     "p": 0.07162471115589142,
     "m": 0.977699339389801
    },
    {
     "p": 0.07154963910579681,
     "m": 1.0
    },
    {
     "p": 0.07150550186634064,
     "m": 0.5
    },
    {
     "p": 0.07117179036140442,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 2.3294057846069336,
   "val_loss": 0.9510098695755005,
   "acc": 69.26,
   "time": 263.67255034996197,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07135972380638123,
     "m": 0.5
    },
    {
     "p": 0.07110565900802612,
     "m": 0.5
    },
    {
     "p": 0.07137084752321243,
     "m": 0.5
    },
    {
     "p": 0.07151570916175842,
     "m": 0.9741048216819763
    },
    {
     "p": 0.07148473709821701,
     "m": 0.3779374361038208
    },
    {
     "p": 0.07148505002260208,
     "m": 0.5208792090415955
    },
    {
     "p": 0.0714452862739563,
     "m": 0.9732747673988342
    },
    {
     "p": 0.07134545594453812,
     "m": 0.976688027381897
    },
    {
     "p": 0.07153259217739105,
     "m": 0.7741353511810303
    },
    {
     "p": 0.07155545800924301,
     "m": 0.9192718863487244
    },
    {
     "p": 0.07149307429790497,
     "m": 0.9784706830978394
    },
    {
     "p": 0.07143197953701019,
     "m": 0.9987722039222717
    },
    {
     "p": 0.07153229415416718,
     "m": 0.5
    },
    {
     "p": 0.07134207338094711,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.9756903648376465,
   "val_loss": 0.952178418636322,
   "acc": 68.0,
   "time": 263.32840870018117,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07146091014146805,
     "m": 0.5
    },
    {
     "p": 0.07137975841760635,
     "m": 0.5
    },
    {
     "p": 0.07146520912647247,
     "m": 0.5
    },
    {
     "p": 0.07139965891838074,
     "m": 1.0
    },
    {
     "p": 0.07140376418828964,
     "m": 0.3963196873664856
    },
    {
     "p": 0.07141775637865067,
     "m": 0.5282171964645386
    },
    {
     "p": 0.071388840675354,
     "m": 0.9166871309280396
    },
    {
     "p": 0.07151567190885544,
     "m": 0.9995808601379395
    },
    {
     "p": 0.07169260084629059,
     "m": 0.783791720867157
    },
    {
     "p": 0.07155673950910568,
     "m": 0.9679807424545288
    },
    {
     "p": 0.07138367742300034,
     "m": 0.9669840335845947
    },
    {
     "p": 0.07129070162773132,
     "m": 1.0
    },
    {
     "p": 0.07137402892112732,
     "m": 0.5
    },
    {
     "p": 0.07127073407173157,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 2.160492181777954,
   "val_loss": 1.0124303102493286,
   "acc": 67.64,
   "time": 264.13675049017183,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07157698273658752,
     "m": 0.5
    },
    {
     "p": 0.07129157334566116,
     "m": 0.5
    },
    {
     "p": 0.07146026939153671,
     "m": 0.5
    },
    {
     "p": 0.07137461006641388,
     "m": 1.0
    },
    {
     "p": 0.0713786706328392,
     "m": 0.5371004343032837
    },
    {
     "p": 0.07149193435907364,
     "m": 0.5564864873886108
    },
    {
     "p": 0.07135854661464691,
     "m": 1.0
    },
    {
     "p": 0.07144908607006073,
     "m": 0.978177547454834
    },
    {
     "p": 0.07157577574253082,
     "m": 0.8595848083496094
    },
    {
     "p": 0.07142774760723114,
     "m": 0.9997437596321106
    },
    {
     "p": 0.07147861272096634,
     "m": 0.9501897096633911
    },
    {
     "p": 0.07141329348087311,
     "m": 0.9986310601234436
    },
    {
     "p": 0.071561299264431,
     "m": 0.5
    },
    {
     "p": 0.07116154581308365,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 2.021864175796509,
   "val_loss": 0.983473002910614,
   "acc": 65.05,
   "time": 262.69508124399,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148153334856033,
     "m": 0.5
    },
    {
     "p": 0.07148481160402298,
     "m": 0.5
    },
    {
     "p": 0.0715431347489357,
     "m": 0.5
    },
    {
     "p": 0.07143975049257278,
     "m": 1.0
    },
    {
     "p": 0.07130157947540283,
     "m": 0.5207436680793762
    },
    {
     "p": 0.07134618610143661,
     "m": 0.6155621409416199
    },
    {
     "p": 0.07150579243898392,
     "m": 0.8249686360359192
    },
    {
     "p": 0.07150552421808243,
     "m": 0.9680745601654053
    },
    {
     "p": 0.07140790671110153,
     "m": 0.8203982710838318
    },
    {
     "p": 0.07143111526966095,
     "m": 0.9900842905044556
    },
    {
     "p": 0.07134042680263519,
     "m": 0.9033114910125732
    },
    {
     "p": 0.07149339467287064,
     "m": 0.9995865225791931
    },
    {
     "p": 0.07155702263116837,
     "m": 0.5
    },
    {
     "p": 0.07116183638572693,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.994097113609314,
   "val_loss": 0.8114485144615173,
   "acc": 69.72,
   "time": 262.46866515581496,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07156036049127579,
     "m": 0.5
    },
    {
     "p": 0.07132893055677414,
     "m": 0.5
    },
    {
     "p": 0.0713457465171814,
     "m": 0.5
    },
    {
     "p": 0.0716041848063469,
     "m": 0.9974836707115173
    },
    {
     "p": 0.07133137434720993,
     "m": 0.531696081161499
    },
    {
     "p": 0.07141870260238647,
     "m": 0.6851206421852112
    },
    {
     "p": 0.07146837562322617,
     "m": 0.8360000848770142
    },
    {
     "p": 0.0715494453907013,
     "m": 1.0
    },
    {
     "p": 0.07145604491233826,
     "m": 0.8362722396850586
    },
    {
     "p": 0.07130861282348633,
     "m": 0.9573538899421692
    },
    {
     "p": 0.07133931666612625,
     "m": 0.8814336061477661
    },
    {
     "p": 0.0715029388666153,
     "m": 0.9975448846817017
    },
    {
     "p": 0.0715222954750061,
     "m": 0.5
    },
    {
     "p": 0.07126367837190628,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.9695459604263306,
   "val_loss": 0.8970839381217957,
   "acc": 68.76,
   "time": 264.66878134408034,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07155229896306992,
     "m": 0.5
    },
    {
     "p": 0.07123076170682907,
     "m": 0.5
    },
    {
     "p": 0.07146982103586197,
     "m": 0.5
    },
    {
     "p": 0.07162431627511978,
     "m": 0.9844704270362854
    },
    {
     "p": 0.07128696888685226,
     "m": 0.5359385013580322
    },
    {
     "p": 0.07142960280179977,
     "m": 0.7258608341217041
    },
    {
     "p": 0.07133019715547562,
     "m": 0.9143858551979065
    },
    {
     "p": 0.07129866629838943,
     "m": 1.0
    },
    {
     "p": 0.07129785418510437,
     "m": 0.8600513339042664
    },
    {
     "p": 0.07163923233747482,
     "m": 0.9591869115829468
    },
    {
     "p": 0.07146602869033813,
     "m": 0.8296676874160767
    },
    {
     "p": 0.07146019488573074,
     "m": 0.9979525804519653
    },
    {
     "p": 0.07165119796991348,
     "m": 0.5
    },
    {
     "p": 0.07126288115978241,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 2.136204957962036,
   "val_loss": 0.9150338172912598,
   "acc": 69.85,
   "time": 265.8612564660143,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07141410559415817,
     "m": 0.5
    },
    {
     "p": 0.07125721126794815,
     "m": 0.5
    },
    {
     "p": 0.07157177478075027,
     "m": 0.5
    },
    {
     "p": 0.07144030928611755,
     "m": 0.8642258644104004
    },
    {
     "p": 0.07143156230449677,
     "m": 0.6488771438598633
    },
    {
     "p": 0.0715942531824112,
     "m": 0.7043195962905884
    },
    {
     "p": 0.07158801704645157,
     "m": 1.0
    },
    {
     "p": 0.07143399119377136,
     "m": 0.9470207691192627
    },
    {
     "p": 0.07146023213863373,
     "m": 0.9060630202293396
    },
    {
     "p": 0.07139512151479721,
     "m": 0.8626829385757446
    },
    {
     "p": 0.0712684616446495,
     "m": 0.915904700756073
    },
    {
     "p": 0.0714954286813736,
     "m": 1.0
    },
    {
     "p": 0.07155972719192505,
     "m": 0.5
    },
    {
     "p": 0.07108979672193527,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 2.0567564964294434,
   "val_loss": 0.9313971400260925,
   "acc": 67.85,
   "time": 262.851014360087,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07173491269350052,
     "m": 0.5
    },
    {
     "p": 0.07140618562698364,
     "m": 0.5
    },
    {
     "p": 0.07153355330228806,
     "m": 0.5
    },
    {
     "p": 0.07137363404035568,
     "m": 0.8760541081428528
    },
    {
     "p": 0.07135125994682312,
     "m": 0.5760002732276917
    },
    {
     "p": 0.07121215760707855,
     "m": 0.7476441860198975
    },
    {
     "p": 0.07150295376777649,
     "m": 0.9446170926094055
    },
    {
     "p": 0.07151685655117035,
     "m": 1.0
    },
    {
     "p": 0.07146267592906952,
     "m": 0.9130780696868896
    },
    {
     "p": 0.07146969437599182,
     "m": 0.8484327793121338
    },
    {
     "p": 0.07138978689908981,
     "m": 0.9172166585922241
    },
    {
     "p": 0.0714460015296936,
     "m": 0.9677738547325134
    },
    {
     "p": 0.07135254889726639,
     "m": 0.5
    },
    {
     "p": 0.07124781608581543,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.99812912940979,
   "val_loss": 0.9124262928962708,
   "acc": 68.58,
   "time": 263.9627455540467,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07135073095560074,
     "m": 0.5
    },
    {
     "p": 0.07114953547716141,
     "m": 0.5
    },
    {
     "p": 0.07159776240587234,
     "m": 0.5
    },
    {
     "p": 0.07166232913732529,
     "m": 0.9356130957603455
    },
    {
     "p": 0.0714392140507698,
     "m": 0.5858134031295776
    },
    {
     "p": 0.07126357406377792,
     "m": 0.7388767004013062
    },
    {
     "p": 0.07146214693784714,
     "m": 0.8668931126594543
    },
    {
     "p": 0.07131710648536682,
     "m": 0.9881449937820435
    },
    {
     "p": 0.07152662426233292,
     "m": 0.9019315242767334
    },
    {
     "p": 0.07134407758712769,
     "m": 0.7874858379364014
    },
    {
     "p": 0.07143785804510117,
     "m": 0.9548773169517517
    },
    {
     "p": 0.07155714184045792,
     "m": 1.0
    },
    {
     "p": 0.07146192342042923,
     "m": 0.5
    },
    {
     "p": 0.07142996042966843,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 2.2590575218200684,
   "val_loss": 0.9068058729171753,
   "acc": 69.57,
   "time": 262.94794314494357,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07152625918388367,
     "m": 0.5
    },
    {
     "p": 0.07127555459737778,
     "m": 0.5
    },
    {
     "p": 0.07158500701189041,
     "m": 0.5
    },
    {
     "p": 0.07128410786390305,
     "m": 1.0
    },
    {
     "p": 0.07148544490337372,
     "m": 0.7045862078666687
    },
    {
     "p": 0.07130572944879532,
     "m": 0.8479156494140625
    },
    {
     "p": 0.071443110704422,
     "m": 0.971497118473053
    },
    {
     "p": 0.07144232839345932,
     "m": 1.0
    },
    {
     "p": 0.07136595249176025,
     "m": 0.8803114891052246
    },
    {
     "p": 0.07146287709474564,
     "m": 0.9026810526847839
    },
    {
     "p": 0.07156495004892349,
     "m": 0.9112926721572876
    },
    {
     "p": 0.07153432816267014,
     "m": 1.0
    },
    {
     "p": 0.0714070200920105,
     "m": 0.5
    },
    {
     "p": 0.07131731510162354,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 2.21296763420105,
   "val_loss": 0.98161381483078,
   "acc": 69.16,
   "time": 263.8565942000132,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07150184363126755,
     "m": 0.5
    },
    {
     "p": 0.07129848748445511,
     "m": 0.5
    },
    {
     "p": 0.07142124325037003,
     "m": 0.5
    },
    {
     "p": 0.07152962684631348,
     "m": 0.9959067106246948
    },
    {
     "p": 0.0713493824005127,
     "m": 0.6656841039657593
    },
    {
     "p": 0.07120762765407562,
     "m": 0.8320965766906738
    },
    {
     "p": 0.07134612649679184,
     "m": 0.9778528213500977
    },
    {
     "p": 0.07139285653829575,
     "m": 1.0
    },
    {
     "p": 0.07137806713581085,
     "m": 0.8718322515487671
    },
    {
     "p": 0.07140125334262848,
     "m": 0.8355922698974609
    },
    {
     "p": 0.07171829789876938,
     "m": 0.9214174151420593
    },
    {
     "p": 0.0715337023139,
     "m": 0.9994688034057617
    },
    {
     "p": 0.07147965580224991,
     "m": 0.5
    },
    {
     "p": 0.07144185900688171,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 2.5660593509674072,
   "val_loss": 0.9424630999565125,
   "acc": 69.23,
   "time": 262.5029794021975,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07154575735330582,
     "m": 0.5
    },
    {
     "p": 0.07126951962709427,
     "m": 0.5
    },
    {
     "p": 0.0716087743639946,
     "m": 0.5
    },
    {
     "p": 0.07160035520792007,
     "m": 0.9873631000518799
    },
    {
     "p": 0.07121887803077698,
     "m": 0.707665741443634
    },
    {
     "p": 0.07142599672079086,
     "m": 0.9857938289642334
    },
    {
     "p": 0.07148865610361099,
     "m": 0.997835099697113
    },
    {
     "p": 0.07140659540891647,
     "m": 0.9977738857269287
    },
    {
     "p": 0.07149326801300049,
     "m": 0.8987182974815369
    },
    {
     "p": 0.07157234102487564,
     "m": 0.7773438692092896
    },
    {
     "p": 0.07140960544347763,
     "m": 0.9466145634651184
    },
    {
     "p": 0.07141871750354767,
     "m": 0.955694317817688
    },
    {
     "p": 0.07141566276550293,
     "m": 0.5
    },
    {
     "p": 0.07112585753202438,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 2.0077409744262695,
   "val_loss": 0.9432746767997742,
   "acc": 68.94,
   "time": 264.1232755181845,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.071504607796669,
     "m": 0.5
    },
    {
     "p": 0.07136090844869614,
     "m": 0.5
    },
    {
     "p": 0.07145213335752487,
     "m": 0.5
    },
    {
     "p": 0.07156107574701309,
     "m": 1.0
    },
    {
     "p": 0.07140237092971802,
     "m": 0.7032613158226013
    },
    {
     "p": 0.07111860811710358,
     "m": 0.9858292937278748
    },
    {
     "p": 0.07128429412841797,
     "m": 0.9331873655319214
    },
    {
     "p": 0.07152301073074341,
     "m": 1.0
    },
    {
     "p": 0.07151678204536438,
     "m": 0.8925671577453613
    },
    {
     "p": 0.07150137424468994,
     "m": 0.8982289433479309
    },
    {
     "p": 0.07158226519823074,
     "m": 0.9406481981277466
    },
    {
     "p": 0.07144986838102341,
     "m": 1.0
    },
    {
     "p": 0.07141945511102676,
     "m": 0.5
    },
    {
     "p": 0.07132328301668167,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 2.2461295127868652,
   "val_loss": 0.9092235565185547,
   "acc": 68.67,
   "time": 262.5680665690452,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07137878239154816,
     "m": 0.5
    },
    {
     "p": 0.07120969891548157,
     "m": 0.5
    },
    {
     "p": 0.07140500843524933,
     "m": 0.5
    },
    {
     "p": 0.07149943709373474,
     "m": 0.9975921511650085
    },
    {
     "p": 0.07139996439218521,
     "m": 0.6480697989463806
    },
    {
     "p": 0.07139457017183304,
     "m": 0.9733384847640991
    },
    {
     "p": 0.07159078121185303,
     "m": 0.9098278880119324
    },
    {
     "p": 0.0714399442076683,
     "m": 0.9539496302604675
    },
    {
     "p": 0.07143086940050125,
     "m": 0.9016059637069702
    },
    {
     "p": 0.07139488309621811,
     "m": 0.957348644733429
    },
    {
     "p": 0.07143428921699524,
     "m": 0.8445742130279541
    },
    {
     "p": 0.0715809240937233,
     "m": 0.9942752122879028
    },
    {
     "p": 0.07151447981595993,
     "m": 0.5
    },
    {
     "p": 0.0713263750076294,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 2.1514599323272705,
   "val_loss": 0.9032636880874634,
   "acc": 68.51,
   "time": 263.6174110251013,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0715782567858696,
     "m": 0.5
    },
    {
     "p": 0.07111295312643051,
     "m": 0.5
    },
    {
     "p": 0.07176786661148071,
     "m": 0.5
    },
    {
     "p": 0.07131391763687134,
     "m": 0.8730688095092773
    },
    {
     "p": 0.07128217071294785,
     "m": 0.7263321280479431
    },
    {
     "p": 0.07132663577795029,
     "m": 0.9341945052146912
    },
    {
     "p": 0.07160469889640808,
     "m": 0.9829509258270264
    },
    {
     "p": 0.07151199877262115,
     "m": 0.7728148102760315
    },
    {
     "p": 0.07155526429414749,
     "m": 0.9575180411338806
    },
    {
     "p": 0.07163132727146149,
     "m": 0.8875782489776611
    },
    {
     "p": 0.07138370722532272,
     "m": 0.8748726844787598
    },
    {
     "p": 0.07150150090456009,
     "m": 1.0
    },
    {
     "p": 0.07141076773405075,
     "m": 0.5
    },
    {
     "p": 0.07101893424987793,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 2.1306347846984863,
   "val_loss": 0.8932984471321106,
   "acc": 68.12,
   "time": 264.0653019400779,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07141698151826859,
     "m": 0.5
    },
    {
     "p": 0.07136596739292145,
     "m": 0.5
    },
    {
     "p": 0.07141169160604477,
     "m": 0.5
    },
    {
     "p": 0.07141844928264618,
     "m": 0.9202539324760437
    },
    {
     "p": 0.07148759067058563,
     "m": 0.7517279386520386
    },
    {
     "p": 0.07125826179981232,
     "m": 1.0
    },
    {
     "p": 0.07140841335058212,
     "m": 0.9770646691322327
    },
    {
     "p": 0.07148627191781998,
     "m": 0.7644017934799194
    },
    {
     "p": 0.07161681354045868,
     "m": 0.9413961172103882
    },
    {
     "p": 0.07156597077846527,
     "m": 0.9475441575050354
    },
    {
     "p": 0.07147252559661865,
     "m": 0.8794875741004944
    },
    {
     "p": 0.0713396742939949,
     "m": 1.0
    },
    {
     "p": 0.07145769149065018,
     "m": 0.5
    },
    {
     "p": 0.07129363715648651,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 2.072178602218628,
   "val_loss": 0.9262920022010803,
   "acc": 68.56,
   "time": 263.966092184186,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07175878435373306,
     "m": 0.5
    },
    {
     "p": 0.07137160748243332,
     "m": 0.5
    },
    {
     "p": 0.0715821236371994,
     "m": 0.5
    },
    {
     "p": 0.07146327942609787,
     "m": 0.835605800151825
    },
    {
     "p": 0.07102777808904648,
     "m": 0.6905921101570129
    },
    {
     "p": 0.07136410474777222,
     "m": 0.9964541792869568
    },
    {
     "p": 0.07153025269508362,
     "m": 0.9509744644165039
    },
    {
     "p": 0.0715165063738823,
     "m": 1.0
    },
    {
     "p": 0.07161029428243637,
     "m": 1.0
    },
    {
     "p": 0.07137711346149445,
     "m": 0.9326356649398804
    },
    {
     "p": 0.07135536521673203,
     "m": 0.9099521040916443
    },
    {
     "p": 0.07154745608568192,
     "m": 1.0
    },
    {
     "p": 0.07140238583087921,
     "m": 0.5
    },
    {
     "p": 0.07109292596578598,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 2.1003153324127197,
   "val_loss": 0.8056840896606445,
   "acc": 69.37,
   "time": 263.9144853311591,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07151522487401962,
     "m": 0.5
    },
    {
     "p": 0.07126094400882721,
     "m": 0.5
    },
    {
     "p": 0.07155261188745499,
     "m": 0.5
    },
    {
     "p": 0.07137282937765121,
     "m": 0.9098859429359436
    },
    {
     "p": 0.07137876003980637,
     "m": 0.753358006477356
    },
    {
     "p": 0.07129087299108505,
     "m": 0.9884553551673889
    },
    {
     "p": 0.07136310636997223,
     "m": 0.9862824082374573
    },
    {
     "p": 0.07136204093694687,
     "m": 0.9138482809066772
    },
    {
     "p": 0.0713619589805603,
     "m": 0.9902015924453735
    },
    {
     "p": 0.0715230405330658,
     "m": 0.9314607381820679
    },
    {
     "p": 0.07145265489816666,
     "m": 0.838934063911438
    },
    {
     "p": 0.07148414105176926,
     "m": 1.0
    },
    {
     "p": 0.07166308909654617,
     "m": 0.5
    },
    {
     "p": 0.07141871005296707,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 2.3899154663085938,
   "val_loss": 0.9588075280189514,
   "acc": 68.75,
   "time": 262.7159381159581,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07135505974292755,
     "m": 0.5
    },
    {
     "p": 0.07127158343791962,
     "m": 0.5
    },
    {
     "p": 0.07119586318731308,
     "m": 0.5
    },
    {
     "p": 0.07152804732322693,
     "m": 0.9313344955444336
    },
    {
     "p": 0.0715269073843956,
     "m": 0.855050802230835
    },
    {
     "p": 0.07113916426897049,
     "m": 0.9013826251029968
    },
    {
     "p": 0.07137543708086014,
     "m": 0.8698419332504272
    },
    {
     "p": 0.0713777169585228,
     "m": 0.9837629199028015
    },
    {
     "p": 0.07171129435300827,
     "m": 0.994768500328064
    },
    {
     "p": 0.07147733122110367,
     "m": 0.8539862632751465
    },
    {
     "p": 0.07158821076154709,
     "m": 0.873351514339447
    },
    {
     "p": 0.07157085835933685,
     "m": 1.0
    },
    {
     "p": 0.07161974906921387,
     "m": 0.5
    },
    {
     "p": 0.07126277685165405,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 2.174928665161133,
   "val_loss": 0.8330541253089905,
   "acc": 68.93,
   "time": 263.14923731819727,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07155085355043411,
     "m": 0.5
    },
    {
     "p": 0.0712512955069542,
     "m": 0.5
    },
    {
     "p": 0.07161854207515717,
     "m": 0.5
    },
    {
     "p": 0.0715736672282219,
     "m": 1.0
    },
    {
     "p": 0.07133844494819641,
     "m": 0.7998788356781006
    },
    {
     "p": 0.0712270587682724,
     "m": 0.9557708501815796
    },
    {
     "p": 0.07153571397066116,
     "m": 0.8817512392997742
    },
    {
     "p": 0.0715513676404953,
     "m": 0.9425433278083801
    },
    {
     "p": 0.07138903439044952,
     "m": 0.9916484355926514
    },
    {
     "p": 0.07161048799753189,
     "m": 0.860273003578186
    },
    {
     "p": 0.07149001955986023,
     "m": 0.9544354677200317
    },
    {
     "p": 0.07132893800735474,
     "m": 1.0
    },
    {
     "p": 0.07139679044485092,
     "m": 0.5
    },
    {
     "p": 0.07113773375749588,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.9146342277526855,
   "val_loss": 0.7650858163833618,
   "acc": 70.54,
   "time": 263.8156301139388,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07137475907802582,
     "m": 0.5
    },
    {
     "p": 0.07130800932645798,
     "m": 0.5
    },
    {
     "p": 0.07137759029865265,
     "m": 0.5
    },
    {
     "p": 0.07137703895568848,
     "m": 0.9938871264457703
    },
    {
     "p": 0.07134955376386642,
     "m": 0.8525934219360352
    },
    {
     "p": 0.07144033163785934,
     "m": 0.9328284859657288
    },
    {
     "p": 0.07128491997718811,
     "m": 0.9634876847267151
    },
    {
     "p": 0.07156667858362198,
     "m": 0.9811634421348572
    },
    {
     "p": 0.07144919037818909,
     "m": 0.9952951669692993
    },
    {
     "p": 0.07135321199893951,
     "m": 0.9544719457626343
    },
    {
     "p": 0.07153131067752838,
     "m": 0.9937919974327087
    },
    {
     "p": 0.07155340164899826,
     "m": 0.9834311008453369
    },
    {
     "p": 0.07152704894542694,
     "m": 0.5
    },
    {
     "p": 0.07150692492723465,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 2.1189870834350586,
   "val_loss": 0.8230618238449097,
   "acc": 70.64,
   "time": 266.03920484986156,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07154716551303864,
     "m": 0.5
    },
    {
     "p": 0.07124859094619751,
     "m": 0.5
    },
    {
     "p": 0.07145965099334717,
     "m": 0.5
    },
    {
     "p": 0.07136538624763489,
     "m": 0.8906204104423523
    },
    {
     "p": 0.07140568643808365,
     "m": 0.910201907157898
    },
    {
     "p": 0.0711231529712677,
     "m": 0.9264134168624878
    },
    {
     "p": 0.07145418971776962,
     "m": 1.0
    },
    {
     "p": 0.07144992053508759,
     "m": 0.9613831043243408
    },
    {
     "p": 0.071508027613163,
     "m": 0.9801076054573059
    },
    {
     "p": 0.07154688984155655,
     "m": 0.9726044535636902
    },
    {
     "p": 0.07144050300121307,
     "m": 0.9808123707771301
    },
    {
     "p": 0.07170624285936356,
     "m": 0.9991323947906494
    },
    {
     "p": 0.07135628908872604,
     "m": 0.5
    },
    {
     "p": 0.07138831168413162,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 2.1561429500579834,
   "val_loss": 0.9296315908432007,
   "acc": 69.51,
   "time": 263.4338513070252,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07148291915655136,
     "m": 0.5
    },
    {
     "p": 0.07132542878389359,
     "m": 0.5
    },
    {
     "p": 0.07156644761562347,
     "m": 0.5
    },
    {
     "p": 0.07113370299339294,
     "m": 0.905504584312439
    },
    {
     "p": 0.07132765650749207,
     "m": 0.9091551899909973
    },
    {
     "p": 0.0713539570569992,
     "m": 0.9543214440345764
    },
    {
     "p": 0.0712854340672493,
     "m": 0.9491263628005981
    },
    {
     "p": 0.07157377153635025,
     "m": 1.0
    },
    {
     "p": 0.0713098868727684,
     "m": 0.8914980888366699
    },
    {
     "p": 0.07144784927368164,
     "m": 0.9352788925170898
    },
    {
     "p": 0.07146340608596802,
     "m": 0.9624937176704407
    },
    {
     "p": 0.07152972370386124,
     "m": 1.0
    },
    {
     "p": 0.07166837155818939,
     "m": 0.5
    },
    {
     "p": 0.07153140008449554,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.6307016611099243,
   "val_loss": 0.8264562487602234,
   "acc": 70.23,
   "time": 263.64201965299435,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153797894716263,
     "m": 0.5
    },
    {
     "p": 0.07128452509641647,
     "m": 0.5
    },
    {
     "p": 0.07116924226284027,
     "m": 0.5
    },
    {
     "p": 0.07160811126232147,
     "m": 0.8952661156654358
    },
    {
     "p": 0.07142458856105804,
     "m": 0.8473653197288513
    },
    {
     "p": 0.07147413492202759,
     "m": 0.7864696383476257
    },
    {
     "p": 0.0714741125702858,
     "m": 0.8129024505615234
    },
    {
     "p": 0.07163833826780319,
     "m": 0.9662065505981445
    },
    {
     "p": 0.07166241854429245,
     "m": 0.9233542680740356
    },
    {
     "p": 0.07119658589363098,
     "m": 0.8361018300056458
    },
    {
     "p": 0.07145986706018448,
     "m": 0.9594143033027649
    },
    {
     "p": 0.07139769196510315,
     "m": 1.0
    },
    {
     "p": 0.07135537266731262,
     "m": 0.5
    },
    {
     "p": 0.07131706923246384,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 2.2261946201324463,
   "val_loss": 0.7871239185333252,
   "acc": 69.82,
   "time": 263.0637483189348,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0715247169137001,
     "m": 0.5
    },
    {
     "p": 0.07095565646886826,
     "m": 0.5
    },
    {
     "p": 0.07150645554065704,
     "m": 0.5
    },
    {
     "p": 0.07136031240224838,
     "m": 0.9601660370826721
    },
    {
     "p": 0.07140742242336273,
     "m": 0.8481262922286987
    },
    {
     "p": 0.0715361088514328,
     "m": 0.8017286658287048
    },
    {
     "p": 0.07147591561079025,
     "m": 0.7759649753570557
    },
    {
     "p": 0.07159288227558136,
     "m": 1.0
    },
    {
     "p": 0.07165160030126572,
     "m": 0.8907668590545654
    },
    {
     "p": 0.07144846022129059,
     "m": 0.8456236124038696
    },
    {
     "p": 0.07144660502672195,
     "m": 0.8783340454101562
    },
    {
     "p": 0.07162874191999435,
     "m": 0.951518177986145
    },
    {
     "p": 0.07141152024269104,
     "m": 0.5
    },
    {
     "p": 0.07105354219675064,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 2.0260612964630127,
   "val_loss": 0.9121174812316895,
   "acc": 70.64,
   "time": 262.89434133516625,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0713721364736557,
     "m": 0.5
    },
    {
     "p": 0.07112356275320053,
     "m": 0.5
    },
    {
     "p": 0.07167016714811325,
     "m": 0.5
    },
    {
     "p": 0.07149630039930344,
     "m": 0.8926981687545776
    },
    {
     "p": 0.07130147516727448,
     "m": 0.7207339406013489
    },
    {
     "p": 0.07131563872098923,
     "m": 0.8509883284568787
    },
    {
     "p": 0.07158727198839188,
     "m": 0.7630813717842102
    },
    {
     "p": 0.07156416028738022,
     "m": 0.9935864806175232
    },
    {
     "p": 0.07149158418178558,
     "m": 0.9609761238098145
    },
    {
     "p": 0.0712808147072792,
     "m": 0.8082840442657471
    },
    {
     "p": 0.07148972898721695,
     "m": 0.8881204724311829
    },
    {
     "p": 0.0714920163154602,
     "m": 0.9834434986114502
    },
    {
     "p": 0.07151556760072708,
     "m": 0.5
    },
    {
     "p": 0.07129964232444763,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 2.031223773956299,
   "val_loss": 0.7642806172370911,
   "acc": 70.6,
   "time": 263.2891673790291,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07157692313194275,
     "m": 0.5
    },
    {
     "p": 0.07134251296520233,
     "m": 0.5
    },
    {
     "p": 0.07154939323663712,
     "m": 0.5
    },
    {
     "p": 0.07128604501485825,
     "m": 0.9152878522872925
    },
    {
     "p": 0.07122654467821121,
     "m": 0.7487270832061768
    },
    {
     "p": 0.07144249975681305,
     "m": 0.8194230198860168
    },
    {
     "p": 0.07143210619688034,
     "m": 0.926902174949646
    },
    {
     "p": 0.07128527760505676,
     "m": 0.9803452491760254
    },
    {
     "p": 0.07152552157640457,
     "m": 0.9525034427642822
    },
    {
     "p": 0.07143992185592651,
     "m": 0.8518269062042236
    },
    {
     "p": 0.07136572152376175,
     "m": 0.9740419387817383
    },
    {
     "p": 0.07164771109819412,
     "m": 1.0
    },
    {
     "p": 0.07154695689678192,
     "m": 0.5
    },
    {
     "p": 0.07133284956216812,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.9156054258346558,
   "val_loss": 0.8544606566429138,
   "acc": 69.84,
   "time": 265.39160647196695,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07132601737976074,
     "m": 0.5
    },
    {
     "p": 0.07128365337848663,
     "m": 0.5
    },
    {
     "p": 0.07159405946731567,
     "m": 0.5
    },
    {
     "p": 0.07130229473114014,
     "m": 0.8753723502159119
    },
    {
     "p": 0.07137303799390793,
     "m": 0.6968781352043152
    },
    {
     "p": 0.0712621882557869,
     "m": 0.8576331734657288
    },
    {
     "p": 0.07155229896306992,
     "m": 0.8932761549949646
    },
    {
     "p": 0.07146598398685455,
     "m": 0.9292305707931519
    },
    {
     "p": 0.07141049206256866,
     "m": 0.9666925668716431
    },
    {
     "p": 0.07133433222770691,
     "m": 0.9387591481208801
    },
    {
     "p": 0.07147758454084396,
     "m": 1.0
    },
    {
     "p": 0.07158283144235611,
     "m": 0.9921426177024841
    },
    {
     "p": 0.07167687267065048,
     "m": 0.5
    },
    {
     "p": 0.07135836780071259,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 2.2722761631011963,
   "val_loss": 0.8858340978622437,
   "acc": 70.36,
   "time": 264.4097531461157,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07133171707391739,
     "m": 0.5
    },
    {
     "p": 0.07153073698282242,
     "m": 0.5
    },
    {
     "p": 0.07157886028289795,
     "m": 0.5
    },
    {
     "p": 0.07166431099176407,
     "m": 0.8517725467681885
    },
    {
     "p": 0.07136014848947525,
     "m": 0.7873461842536926
    },
    {
     "p": 0.07108746469020844,
     "m": 0.8808419704437256
    },
    {
     "p": 0.07172442972660065,
     "m": 1.0
    },
    {
     "p": 0.07116109877824783,
     "m": 0.9990907907485962
    },
    {
     "p": 0.07123842090368271,
     "m": 0.9945501089096069
    },
    {
     "p": 0.07154069095849991,
     "m": 0.9970797896385193
    },
    {
     "p": 0.0714738592505455,
     "m": 0.9999483823776245
    },
    {
     "p": 0.07172037661075592,
     "m": 0.9547120332717896
    },
    {
     "p": 0.07154804468154907,
     "m": 0.5
    },
    {
     "p": 0.07103987783193588,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.873490571975708,
   "val_loss": 0.8554742932319641,
   "acc": 70.7,
   "time": 265.9749812250957,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07138314843177795,
     "m": 0.5
    },
    {
     "p": 0.07140706479549408,
     "m": 0.5
    },
    {
     "p": 0.07125690579414368,
     "m": 0.5
    },
    {
     "p": 0.07150878012180328,
     "m": 0.8759546875953674
    },
    {
     "p": 0.07153651118278503,
     "m": 0.7501969337463379
    },
    {
     "p": 0.07125768810510635,
     "m": 0.8841856718063354
    },
    {
     "p": 0.071306973695755,
     "m": 0.9991589784622192
    },
    {
     "p": 0.0714079737663269,
     "m": 0.7801424860954285
    },
    {
     "p": 0.0713459849357605,
     "m": 0.9935913681983948
    },
    {
     "p": 0.07166679948568344,
     "m": 0.9651371240615845
    },
    {
     "p": 0.07163484394550323,
     "m": 0.9989506006240845
    },
    {
     "p": 0.071395143866539,
     "m": 1.0
    },
    {
     "p": 0.07167695462703705,
     "m": 0.5
    },
    {
     "p": 0.07121522724628448,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.9395616054534912,
   "val_loss": 0.7607125639915466,
   "acc": 69.67,
   "time": 264.47533798613586,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07168122380971909,
     "m": 0.5
    },
    {
     "p": 0.07137773185968399,
     "m": 0.5
    },
    {
     "p": 0.07149806618690491,
     "m": 0.5
    },
    {
     "p": 0.07128623127937317,
     "m": 0.8401428461074829
    },
    {
     "p": 0.07125552743673325,
     "m": 0.8455207943916321
    },
    {
     "p": 0.07119738310575485,
     "m": 0.964986264705658
    },
    {
     "p": 0.07140179723501205,
     "m": 0.9765385389328003
    },
    {
     "p": 0.07138710469007492,
     "m": 0.8488423824310303
    },
    {
     "p": 0.07150493562221527,
     "m": 0.9510473608970642
    },
    {
     "p": 0.07179100066423416,
     "m": 0.9518093466758728
    },
    {
     "p": 0.07154104113578796,
     "m": 0.9421744346618652
    },
    {
     "p": 0.07138758152723312,
     "m": 1.0
    },
    {
     "p": 0.07149391621351242,
     "m": 0.5
    },
    {
     "p": 0.07119645923376083,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 2.3007612228393555,
   "val_loss": 0.8314968943595886,
   "acc": 70.07,
   "time": 262.72751646093093,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07159863412380219,
     "m": 0.5
    },
    {
     "p": 0.07136638462543488,
     "m": 0.5
    },
    {
     "p": 0.07143993675708771,
     "m": 0.5
    },
    {
     "p": 0.0716017335653305,
     "m": 0.8754193782806396
    },
    {
     "p": 0.07136701792478561,
     "m": 0.7636014819145203
    },
    {
     "p": 0.07137537002563477,
     "m": 0.9164229035377502
    },
    {
     "p": 0.07165321707725525,
     "m": 0.9876897931098938
    },
    {
     "p": 0.07122666388750076,
     "m": 0.8586359620094299
    },
    {
     "p": 0.07144873589277267,
     "m": 0.9206331372261047
    },
    {
     "p": 0.0714259147644043,
     "m": 0.9027312397956848
    },
    {
     "p": 0.0714343935251236,
     "m": 0.9980795979499817
    },
    {
     "p": 0.07147206366062164,
     "m": 1.0
    },
    {
     "p": 0.07129073888063431,
     "m": 0.5
    },
    {
     "p": 0.07129919528961182,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.916081190109253,
   "val_loss": 0.8393977880477905,
   "acc": 70.92,
   "time": 264.0353266610764,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153765112161636,
     "m": 0.5
    },
    {
     "p": 0.07123476266860962,
     "m": 0.5
    },
    {
     "p": 0.07130644470453262,
     "m": 0.5
    },
    {
     "p": 0.07141270488500595,
     "m": 0.8221591711044312
    },
    {
     "p": 0.07126495987176895,
     "m": 0.7511328458786011
    },
    {
     "p": 0.07135241478681564,
     "m": 1.0
    },
    {
     "p": 0.07160133868455887,
     "m": 1.0
    },
    {
     "p": 0.07144562900066376,
     "m": 0.9875645041465759
    },
    {
     "p": 0.07157709449529648,
     "m": 0.9817049503326416
    },
    {
     "p": 0.07148074358701706,
     "m": 0.8668177723884583
    },
    {
     "p": 0.07147213071584702,
     "m": 0.8953840732574463
    },
    {
     "p": 0.07141491770744324,
     "m": 0.9858285188674927
    },
    {
     "p": 0.07149580866098404,
     "m": 0.5
    },
    {
     "p": 0.07140342891216278,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 2.1069869995117188,
   "val_loss": 0.8652033805847168,
   "acc": 70.33,
   "time": 263.4429930378683,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07112020254135132,
     "m": 0.5
    },
    {
     "p": 0.07136774063110352,
     "m": 0.5
    },
    {
     "p": 0.07150938361883163,
     "m": 0.5
    },
    {
     "p": 0.07130281627178192,
     "m": 0.8394966721534729
    },
    {
     "p": 0.07143694907426834,
     "m": 0.8302552103996277
    },
    {
     "p": 0.0711895152926445,
     "m": 0.9466313719749451
    },
    {
     "p": 0.07139073312282562,
     "m": 0.9940716624259949
    },
    {
     "p": 0.0714324414730072,
     "m": 0.9579983949661255
    },
    {
     "p": 0.07141834497451782,
     "m": 0.9997155070304871
    },
    {
     "p": 0.07153421640396118,
     "m": 0.9504173398017883
    },
    {
     "p": 0.0716729387640953,
     "m": 0.9622198343276978
    },
    {
     "p": 0.07185447216033936,
     "m": 0.9541374444961548
    },
    {
     "p": 0.07150240987539291,
     "m": 0.5
    },
    {
     "p": 0.07126785814762115,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.955115795135498,
   "val_loss": 0.8742480278015137,
   "acc": 70.64,
   "time": 264.7890260750428,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07163476943969727,
     "m": 0.5
    },
    {
     "p": 0.07143551111221313,
     "m": 0.5
    },
    {
     "p": 0.07123096287250519,
     "m": 0.5
    },
    {
     "p": 0.0714317113161087,
     "m": 0.8713343143463135
    },
    {
     "p": 0.07146041840314865,
     "m": 0.814950168132782
    },
    {
     "p": 0.07139161974191666,
     "m": 0.8860830068588257
    },
    {
     "p": 0.07152023166418076,
     "m": 0.9909724593162537
    },
    {
     "p": 0.07141254097223282,
     "m": 0.8809751272201538
    },
    {
     "p": 0.07137081772089005,
     "m": 0.9976546168327332
    },
    {
     "p": 0.07148181647062302,
     "m": 0.9902333617210388
    },
    {
     "p": 0.07144707441329956,
     "m": 1.0
    },
    {
     "p": 0.07129894196987152,
     "m": 1.0
    },
    {
     "p": 0.07154466211795807,
     "m": 0.5
    },
    {
     "p": 0.07133893668651581,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.8713481426239014,
   "val_loss": 0.9239990711212158,
   "acc": 69.65,
   "time": 264.09510693792254,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139422744512558,
     "m": 0.5
    },
    {
     "p": 0.07110632956027985,
     "m": 0.5
    },
    {
     "p": 0.07155941426753998,
     "m": 0.5
    },
    {
     "p": 0.07128891348838806,
     "m": 0.9622046947479248
    },
    {
     "p": 0.07115956395864487,
     "m": 0.8155471086502075
    },
    {
     "p": 0.07139517366886139,
     "m": 0.8852812051773071
    },
    {
     "p": 0.07144180685281754,
     "m": 1.0
    },
    {
     "p": 0.0717475414276123,
     "m": 0.93515545129776
    },
    {
     "p": 0.07140900939702988,
     "m": 0.9220260977745056
    },
    {
     "p": 0.07172734290361404,
     "m": 0.9564934968948364
    },
    {
     "p": 0.07159677892923355,
     "m": 0.9605133533477783
    },
    {
     "p": 0.07148468494415283,
     "m": 0.9546573162078857
    },
    {
     "p": 0.07146170735359192,
     "m": 0.5
    },
    {
     "p": 0.07122749835252762,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.9254648685455322,
   "val_loss": 0.7632899880409241,
   "acc": 70.25,
   "time": 262.94915592693724,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07151047885417938,
     "m": 0.5
    },
    {
     "p": 0.07137668132781982,
     "m": 0.5
    },
    {
     "p": 0.07152330130338669,
     "m": 0.5
    },
    {
     "p": 0.0714244544506073,
     "m": 0.905245304107666
    },
    {
     "p": 0.0712943747639656,
     "m": 0.9140998721122742
    },
    {
     "p": 0.07156714797019958,
     "m": 0.6389315724372864
    },
    {
     "p": 0.07134955376386642,
     "m": 0.9755187034606934
    },
    {
     "p": 0.07125990837812424,
     "m": 0.9644532799720764
    },
    {
     "p": 0.07160867750644684,
     "m": 0.869258463382721
    },
    {
     "p": 0.07157089561223984,
     "m": 0.940082848072052
    },
    {
     "p": 0.07144958525896072,
     "m": 0.9884301424026489
    },
    {
     "p": 0.07129451632499695,
     "m": 0.9979496002197266
    },
    {
     "p": 0.07128320634365082,
     "m": 0.5
    },
    {
     "p": 0.07148720324039459,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.7698959112167358,
   "val_loss": 0.736178994178772,
   "acc": 71.06,
   "time": 262.7105160099454,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0715833380818367,
     "m": 0.5
    },
    {
     "p": 0.07135594636201859,
     "m": 0.5
    },
    {
     "p": 0.07156947255134583,
     "m": 0.5
    },
    {
     "p": 0.07151881605386734,
     "m": 0.9611003994941711
    },
    {
     "p": 0.07135108858346939,
     "m": 0.9969581961631775
    },
    {
     "p": 0.07122885435819626,
     "m": 0.6611208319664001
    },
    {
     "p": 0.07152990251779556,
     "m": 0.9897867441177368
    },
    {
     "p": 0.07144720107316971,
     "m": 0.947925865650177
    },
    {
     "p": 0.07135066390037537,
     "m": 0.912948489189148
    },
    {
     "p": 0.0714050903916359,
     "m": 0.9598520398139954
    },
    {
     "p": 0.07154552638530731,
     "m": 0.9732375144958496
    },
    {
     "p": 0.0714741051197052,
     "m": 1.0
    },
    {
     "p": 0.07135626673698425,
     "m": 0.5
    },
    {
     "p": 0.07128369808197021,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.8754185438156128,
   "val_loss": 0.8870177865028381,
   "acc": 70.47,
   "time": 263.9557751661632,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07138591259717941,
     "m": 0.5
    },
    {
     "p": 0.07131188362836838,
     "m": 0.5
    },
    {
     "p": 0.07143031060695648,
     "m": 0.5
    },
    {
     "p": 0.0714762881398201,
     "m": 0.9427766799926758
    },
    {
     "p": 0.07125604897737503,
     "m": 0.9051148891448975
    },
    {
     "p": 0.07117006927728653,
     "m": 0.5493906736373901
    },
    {
     "p": 0.0715278685092926,
     "m": 0.9981881380081177
    },
    {
     "p": 0.07156872004270554,
     "m": 0.9146106243133545
    },
    {
     "p": 0.07138808816671371,
     "m": 0.9012063145637512
    },
    {
     "p": 0.07167593389749527,
     "m": 0.9482376575469971
    },
    {
     "p": 0.07164137065410614,
     "m": 1.0
    },
    {
     "p": 0.07167721539735794,
     "m": 1.0
    },
    {
     "p": 0.07144573330879211,
     "m": 0.5
    },
    {
     "p": 0.07104451954364777,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.8833295106887817,
   "val_loss": 0.9532340168952942,
   "acc": 71.12,
   "time": 263.3477609588299,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145820558071136,
     "m": 0.5
    },
    {
     "p": 0.07124703377485275,
     "m": 0.5
    },
    {
     "p": 0.07147615402936935,
     "m": 0.5
    },
    {
     "p": 0.07161068916320801,
     "m": 0.9213422536849976
    },
    {
     "p": 0.07141423225402832,
     "m": 0.9311040043830872
    },
    {
     "p": 0.07132945209741592,
     "m": 0.5012052655220032
    },
    {
     "p": 0.0714016929268837,
     "m": 0.9724642634391785
    },
    {
     "p": 0.07156971096992493,
     "m": 0.9652265310287476
    },
    {
     "p": 0.07156120985746384,
     "m": 0.9649255871772766
    },
    {
     "p": 0.07142427563667297,
     "m": 1.0
    },
    {
     "p": 0.07144931703805923,
     "m": 0.9971519112586975
    },
    {
     "p": 0.0713823065161705,
     "m": 1.0
    },
    {
     "p": 0.0715692937374115,
     "m": 0.5
    },
    {
     "p": 0.07110638171434402,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.9954010248184204,
   "val_loss": 0.8789243102073669,
   "acc": 71.13,
   "time": 263.4692362691276,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07149399816989899,
     "m": 0.5
    },
    {
     "p": 0.0712779238820076,
     "m": 0.5
    },
    {
     "p": 0.07143839448690414,
     "m": 0.5
    },
    {
     "p": 0.07167615741491318,
     "m": 0.8600848317146301
    },
    {
     "p": 0.07121457904577255,
     "m": 1.0
    },
    {
     "p": 0.07131029665470123,
     "m": 0.35400494933128357
    },
    {
     "p": 0.07152504473924637,
     "m": 0.849784791469574
    },
    {
     "p": 0.07143565267324448,
     "m": 0.8661119341850281
    },
    {
     "p": 0.07143918424844742,
     "m": 1.0
    },
    {
     "p": 0.07147106528282166,
     "m": 0.9429872632026672
    },
    {
     "p": 0.07157385349273682,
     "m": 0.9704161882400513
    },
    {
     "p": 0.07146500796079636,
     "m": 1.0
    },
    {
     "p": 0.07158691436052322,
     "m": 0.5
    },
    {
     "p": 0.07109194993972778,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 2.1054506301879883,
   "val_loss": 0.8251241445541382,
   "acc": 70.38,
   "time": 263.24939854303375,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.071600541472435,
     "m": 0.5
    },
    {
     "p": 0.07129643112421036,
     "m": 0.5
    },
    {
     "p": 0.07148510962724686,
     "m": 0.5
    },
    {
     "p": 0.07140641659498215,
     "m": 0.8997968435287476
    },
    {
     "p": 0.07139257341623306,
     "m": 1.0
    },
    {
     "p": 0.07116392254829407,
     "m": 0.4813980758190155
    },
    {
     "p": 0.07161787152290344,
     "m": 1.0
    },
    {
     "p": 0.07109212875366211,
     "m": 0.7517026662826538
    },
    {
     "p": 0.07142218947410583,
     "m": 0.9396749138832092
    },
    {
     "p": 0.0715104416012764,
     "m": 0.9932271838188171
    },
    {
     "p": 0.07129908353090286,
     "m": 0.8579189777374268
    },
    {
     "p": 0.07151823490858078,
     "m": 1.0
    },
    {
     "p": 0.07147384434938431,
     "m": 0.5
    },
    {
     "p": 0.07172121107578278,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.9660899639129639,
   "val_loss": 0.7776616811752319,
   "acc": 70.94,
   "time": 263.6505475640297,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0715891420841217,
     "m": 0.5
    },
    {
     "p": 0.07128653675317764,
     "m": 0.5
    },
    {
     "p": 0.07137780636548996,
     "m": 0.5
    },
    {
     "p": 0.07144676148891449,
     "m": 0.9535499811172485
    },
    {
     "p": 0.07127587497234344,
     "m": 0.9772652387619019
    },
    {
     "p": 0.07162231206893921,
     "m": 0.42706435918807983
    },
    {
     "p": 0.07159173488616943,
     "m": 0.911314070224762
    },
    {
     "p": 0.07140812277793884,
     "m": 0.8968971967697144
    },
    {
     "p": 0.0716734305024147,
     "m": 0.9736395478248596
    },
    {
     "p": 0.07129769772291183,
     "m": 0.9783865213394165
    },
    {
     "p": 0.07135873287916183,
     "m": 0.9639624357223511
    },
    {
     "p": 0.07142271846532822,
     "m": 0.998927652835846
    },
    {
     "p": 0.07131285965442657,
     "m": 0.5
    },
    {
     "p": 0.07133632153272629,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 2.3973195552825928,
   "val_loss": 0.8810915350914001,
   "acc": 70.76,
   "time": 263.384327954147,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153479009866714,
     "m": 0.5
    },
    {
     "p": 0.07133519649505615,
     "m": 0.5
    },
    {
     "p": 0.07154710590839386,
     "m": 0.5
    },
    {
     "p": 0.07155563682317734,
     "m": 0.8680033087730408
    },
    {
     "p": 0.07099170982837677,
     "m": 1.0
    },
    {
     "p": 0.07164470851421356,
     "m": 0.5190680027008057
    },
    {
     "p": 0.07145527750253677,
     "m": 0.8549012541770935
    },
    {
     "p": 0.07156909257173538,
     "m": 0.795772910118103
    },
    {
     "p": 0.0713333860039711,
     "m": 0.9691981673240662
    },
    {
     "p": 0.07148797810077667,
     "m": 0.9907804727554321
    },
    {
     "p": 0.07145217806100845,
     "m": 1.0
    },
    {
     "p": 0.07123000919818878,
     "m": 0.9944484829902649
    },
    {
     "p": 0.07129941880702972,
     "m": 0.5
    },
    {
     "p": 0.07156354188919067,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.5913007259368896,
   "val_loss": 0.7166886925697327,
   "acc": 70.62,
   "time": 263.7768286438659,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142654061317444,
     "m": 0.5
    },
    {
     "p": 0.07135684043169022,
     "m": 0.5
    },
    {
     "p": 0.07150514423847198,
     "m": 0.5
    },
    {
     "p": 0.07146185636520386,
     "m": 0.8435470461845398
    },
    {
     "p": 0.07130598276853561,
     "m": 0.9701807498931885
    },
    {
     "p": 0.07151957601308823,
     "m": 0.37648749351501465
    },
    {
     "p": 0.07155703753232956,
     "m": 0.8840339779853821
    },
    {
     "p": 0.07133826613426208,
     "m": 0.9173462986946106
    },
    {
     "p": 0.07132100313901901,
     "m": 1.0
    },
    {
     "p": 0.07133360207080841,
     "m": 0.8266264200210571
    },
    {
     "p": 0.07157010585069656,
     "m": 0.8731017112731934
    },
    {
     "p": 0.07152462750673294,
     "m": 1.0
    },
    {
     "p": 0.07147148996591568,
     "m": 0.5
    },
    {
     "p": 0.0713079571723938,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.8258230686187744,
   "val_loss": 0.9836499691009521,
   "acc": 69.92,
   "time": 263.3275283339899,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142987102270126,
     "m": 0.5
    },
    {
     "p": 0.07113836705684662,
     "m": 0.5
    },
    {
     "p": 0.07146875560283661,
     "m": 0.5
    },
    {
     "p": 0.07154645770788193,
     "m": 0.8924440145492554
    },
    {
     "p": 0.07157976925373077,
     "m": 0.8483027219772339
    },
    {
     "p": 0.07163963466882706,
     "m": 0.3582146465778351
    },
    {
     "p": 0.0714728981256485,
     "m": 0.9042432308197021
    },
    {
     "p": 0.07136324048042297,
     "m": 0.9990209937095642
    },
    {
     "p": 0.07131874561309814,
     "m": 0.8730746507644653
    },
    {
     "p": 0.07156766206026077,
     "m": 0.837166965007782
    },
    {
     "p": 0.07121818512678146,
     "m": 0.8703522086143494
    },
    {
     "p": 0.07163352519273758,
     "m": 0.9794752597808838
    },
    {
     "p": 0.07165831327438354,
     "m": 0.5
    },
    {
     "p": 0.07096453011035919,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.8371018171310425,
   "val_loss": 0.9285401701927185,
   "acc": 70.67,
   "time": 263.79130288003944,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.071239173412323,
     "m": 0.5
    },
    {
     "p": 0.07138405740261078,
     "m": 0.5
    },
    {
     "p": 0.07159680128097534,
     "m": 0.5
    },
    {
     "p": 0.07142733037471771,
     "m": 0.72369384765625
    },
    {
     "p": 0.0713452696800232,
     "m": 0.9710251688957214
    },
    {
     "p": 0.07122448831796646,
     "m": 0.30560413002967834
    },
    {
     "p": 0.07126323133707047,
     "m": 0.991802990436554
    },
    {
     "p": 0.07145679742097855,
     "m": 0.8476019501686096
    },
    {
     "p": 0.07152489572763443,
     "m": 0.8446956276893616
    },
    {
     "p": 0.07140332460403442,
     "m": 0.9547505378723145
    },
    {
     "p": 0.07137005031108856,
     "m": 0.7416195273399353
    },
    {
     "p": 0.07183993607759476,
     "m": 1.0
    },
    {
     "p": 0.07163401693105698,
     "m": 0.5
    },
    {
     "p": 0.07129062712192535,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 1.8161756992340088,
   "val_loss": 0.7915876507759094,
   "acc": 71.51,
   "time": 266.14350825105794,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07155892252922058,
     "m": 0.5
    },
    {
     "p": 0.07133472710847855,
     "m": 0.5
    },
    {
     "p": 0.07128266990184784,
     "m": 0.5
    },
    {
     "p": 0.07143692672252655,
     "m": 0.6580196022987366
    },
    {
     "p": 0.07138392329216003,
     "m": 0.8968183994293213
    },
    {
     "p": 0.07128123193979263,
     "m": 0.3761032819747925
    },
    {
     "p": 0.07140379399061203,
     "m": 0.8656695485115051
    },
    {
     "p": 0.07157028466463089,
     "m": 0.7324302792549133
    },
    {
     "p": 0.07153492420911789,
     "m": 0.897558867931366
    },
    {
     "p": 0.07154158502817154,
     "m": 0.9996470808982849
    },
    {
     "p": 0.07149892300367355,
     "m": 0.7454119920730591
    },
    {
     "p": 0.07132627069950104,
     "m": 1.0
    },
    {
     "p": 0.07153723388910294,
     "m": 0.5
    },
    {
     "p": 0.07130859792232513,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.574562668800354,
   "val_loss": 0.8742151260375977,
   "acc": 72.07,
   "time": 264.4859254998155,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145342230796814,
     "m": 0.5
    },
    {
     "p": 0.07106561958789825,
     "m": 0.5
    },
    {
     "p": 0.07149264961481094,
     "m": 0.5
    },
    {
     "p": 0.07140833139419556,
     "m": 0.7407135963439941
    },
    {
     "p": 0.07124540954828262,
     "m": 0.8931207060813904
    },
    {
     "p": 0.07143837958574295,
     "m": 0.3614760637283325
    },
    {
     "p": 0.07120155543088913,
     "m": 0.9022534489631653
    },
    {
     "p": 0.0711984783411026,
     "m": 0.8516151905059814
    },
    {
     "p": 0.07167891412973404,
     "m": 0.8325101733207703
    },
    {
     "p": 0.07152865827083588,
     "m": 0.9240893125534058
    },
    {
     "p": 0.0715278685092926,
     "m": 0.7811611294746399
    },
    {
     "p": 0.0717226192355156,
     "m": 1.0
    },
    {
     "p": 0.07156546413898468,
     "m": 0.5
    },
    {
     "p": 0.0714726448059082,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 2.1160614490509033,
   "val_loss": 0.8421652317047119,
   "acc": 71.25,
   "time": 262.7840562479105,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07136563211679459,
     "m": 0.5
    },
    {
     "p": 0.07127616554498672,
     "m": 0.5
    },
    {
     "p": 0.07139270752668381,
     "m": 0.5
    },
    {
     "p": 0.07150299102067947,
     "m": 0.763228714466095
    },
    {
     "p": 0.07121245563030243,
     "m": 0.8402125239372253
    },
    {
     "p": 0.07153026759624481,
     "m": 0.26886796951293945
    },
    {
     "p": 0.07144908607006073,
     "m": 0.9744188189506531
    },
    {
     "p": 0.07142099738121033,
     "m": 0.7121350169181824
    },
    {
     "p": 0.07158608734607697,
     "m": 0.8416115641593933
    },
    {
     "p": 0.07127276808023453,
     "m": 1.0
    },
    {
     "p": 0.07154511660337448,
     "m": 0.8465513586997986
    },
    {
     "p": 0.07158857583999634,
     "m": 1.0
    },
    {
     "p": 0.0714368224143982,
     "m": 0.5
    },
    {
     "p": 0.07142038643360138,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 1.4642486572265625,
   "val_loss": 0.8164654970169067,
   "acc": 70.52,
   "time": 263.66403567092493,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07145855575799942,
     "m": 0.5
    },
    {
     "p": 0.07153391093015671,
     "m": 0.5
    },
    {
     "p": 0.0716746374964714,
     "m": 0.5
    },
    {
     "p": 0.07128456234931946,
     "m": 0.5900121331214905
    },
    {
     "p": 0.0714510828256607,
     "m": 0.8655766844749451
    },
    {
     "p": 0.0714045986533165,
     "m": 0.26217710971832275
    },
    {
     "p": 0.07137682288885117,
     "m": 0.9997134804725647
    },
    {
     "p": 0.07157046347856522,
     "m": 0.6051537394523621
    },
    {
     "p": 0.0712805911898613,
     "m": 0.93227219581604
    },
    {
     "p": 0.0713450089097023,
     "m": 1.0
    },
    {
     "p": 0.0715596005320549,
     "m": 0.931492805480957
    },
    {
     "p": 0.07159680128097534,
     "m": 1.0
    },
    {
     "p": 0.07119937986135483,
     "m": 0.5
    },
    {
     "p": 0.07126405835151672,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.4715423583984375,
   "val_loss": 0.910466730594635,
   "acc": 71.76,
   "time": 264.28789998590946,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07136665284633636,
     "m": 0.5
    },
    {
     "p": 0.0711110308766365,
     "m": 0.5
    },
    {
     "p": 0.07151353359222412,
     "m": 0.5
    },
    {
     "p": 0.07139530777931213,
     "m": 0.7131681442260742
    },
    {
     "p": 0.07137802243232727,
     "m": 0.845543622970581
    },
    {
     "p": 0.07154008001089096,
     "m": 0.40630170702934265
    },
    {
     "p": 0.071623794734478,
     "m": 0.984408438205719
    },
    {
     "p": 0.07159380614757538,
     "m": 0.5815043449401855
    },
    {
     "p": 0.0713939294219017,
     "m": 0.9232102632522583
    },
    {
     "p": 0.07153581082820892,
     "m": 0.9626513719558716
    },
    {
     "p": 0.07163718342781067,
     "m": 0.9253488779067993
    },
    {
     "p": 0.07139076292514801,
     "m": 1.0
    },
    {
     "p": 0.07136053591966629,
     "m": 0.5
    },
    {
     "p": 0.07115954905748367,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.7487313747406006,
   "val_loss": 0.6834670305252075,
   "acc": 71.41,
   "time": 265.1127804671414,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07169888913631439,
     "m": 0.5
    },
    {
     "p": 0.0711057037115097,
     "m": 0.5
    },
    {
     "p": 0.0715160146355629,
     "m": 0.5
    },
    {
     "p": 0.07147087156772614,
     "m": 0.6695332527160645
    },
    {
     "p": 0.071304090321064,
     "m": 0.8779560923576355
    },
    {
     "p": 0.07144451886415482,
     "m": 0.49729007482528687
    },
    {
     "p": 0.0714888945221901,
     "m": 1.0
    },
    {
     "p": 0.07143055647611618,
     "m": 0.6516026258468628
    },
    {
     "p": 0.07162013649940491,
     "m": 0.955901026725769
    },
    {
     "p": 0.07146419584751129,
     "m": 0.9579537510871887
    },
    {
     "p": 0.07136762887239456,
     "m": 0.9701066017150879
    },
    {
     "p": 0.071428582072258,
     "m": 1.0
    },
    {
     "p": 0.07149430364370346,
     "m": 0.5
    },
    {
     "p": 0.07116561383008957,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.448850393295288,
   "val_loss": 0.9657862782478333,
   "acc": 71.19,
   "time": 265.0921060279943,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07126341760158539,
     "m": 0.5
    },
    {
     "p": 0.07141496986150742,
     "m": 0.5
    },
    {
     "p": 0.07155459374189377,
     "m": 0.5
    },
    {
     "p": 0.07141627371311188,
     "m": 0.7196558713912964
    },
    {
     "p": 0.07138406485319138,
     "m": 0.7916533946990967
    },
    {
     "p": 0.07156351953744888,
     "m": 0.5624991059303284
    },
    {
     "p": 0.07154466211795807,
     "m": 1.0
    },
    {
     "p": 0.0712413340806961,
     "m": 0.7451459169387817
    },
    {
     "p": 0.07161151617765427,
     "m": 0.9390084147453308
    },
    {
     "p": 0.07106611877679825,
     "m": 0.8380165696144104
    },
    {
     "p": 0.0715695470571518,
     "m": 0.9449454545974731
    },
    {
     "p": 0.07136479020118713,
     "m": 1.0
    },
    {
     "p": 0.07177010178565979,
     "m": 0.5
    },
    {
     "p": 0.07123512774705887,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.5893687009811401,
   "val_loss": 0.8148559927940369,
   "acc": 71.56,
   "time": 264.70043204701506,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07157012820243835,
     "m": 0.5
    },
    {
     "p": 0.07129952311515808,
     "m": 0.5
    },
    {
     "p": 0.0715949758887291,
     "m": 0.5
    },
    {
     "p": 0.07144389301538467,
     "m": 0.7858170866966248
    },
    {
     "p": 0.0712151899933815,
     "m": 0.7284368872642517
    },
    {
     "p": 0.07131920009851456,
     "m": 0.5725858211517334
    },
    {
     "p": 0.07156729698181152,
     "m": 0.9991471767425537
    },
    {
     "p": 0.07155047357082367,
     "m": 0.7274344563484192
    },
    {
     "p": 0.07131839543581009,
     "m": 0.9412887692451477
    },
    {
     "p": 0.07152185589075089,
     "m": 0.9144162535667419
    },
    {
     "p": 0.07136652618646622,
     "m": 0.9770739674568176
    },
    {
     "p": 0.07146675884723663,
     "m": 0.9997885823249817
    },
    {
     "p": 0.07151858508586884,
     "m": 0.5
    },
    {
     "p": 0.0712471604347229,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.684401512145996,
   "val_loss": 0.8455748558044434,
   "acc": 71.65,
   "time": 263.70262258290313,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.0716804563999176,
     "m": 0.5
    },
    {
     "p": 0.07141583412885666,
     "m": 0.5
    },
    {
     "p": 0.07149767875671387,
     "m": 0.5
    },
    {
     "p": 0.07147376984357834,
     "m": 0.6587966680526733
    },
    {
     "p": 0.0713287964463234,
     "m": 0.7581462860107422
    },
    {
     "p": 0.0714464783668518,
     "m": 0.6599174737930298
    },
    {
     "p": 0.07135225832462311,
     "m": 0.9207080006599426
    },
    {
     "p": 0.07155261933803558,
     "m": 0.7944124937057495
    },
    {
     "p": 0.0713750347495079,
     "m": 0.9562386870384216
    },
    {
     "p": 0.07138702273368835,
     "m": 0.911142110824585
    },
    {
     "p": 0.07145457714796066,
     "m": 0.9023356437683105
    },
    {
     "p": 0.07136909663677216,
     "m": 1.0
    },
    {
     "p": 0.07143360376358032,
     "m": 0.5
    },
    {
     "p": 0.07123284786939621,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.7459168434143066,
   "val_loss": 0.8560748100280762,
   "acc": 72.04,
   "time": 264.5619452758692,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07169099152088165,
     "m": 0.5
    },
    {
     "p": 0.07137417048215866,
     "m": 0.5
    },
    {
     "p": 0.0712515115737915,
     "m": 0.5
    },
    {
     "p": 0.0714297890663147,
     "m": 0.6684085130691528
    },
    {
     "p": 0.07171586155891418,
     "m": 0.7026814222335815
    },
    {
     "p": 0.07145132124423981,
     "m": 0.570297360420227
    },
    {
     "p": 0.07158063352108002,
     "m": 0.8786085247993469
    },
    {
     "p": 0.07160372287034988,
     "m": 0.8270058631896973
    },
    {
     "p": 0.07113765925168991,
     "m": 0.9475206732749939
    },
    {
     "p": 0.07146122306585312,
     "m": 0.8509320020675659
    },
    {
     "p": 0.07135909795761108,
     "m": 0.8471615314483643
    },
    {
     "p": 0.0711846798658371,
     "m": 0.9890819191932678
    },
    {
     "p": 0.07156816869974136,
     "m": 0.5
    },
    {
     "p": 0.07119112461805344,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.9887471199035645,
   "val_loss": 0.8309531807899475,
   "acc": 71.36,
   "time": 263.71952882315964,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07165925949811935,
     "m": 0.5
    },
    {
     "p": 0.07105877995491028,
     "m": 0.5
    },
    {
     "p": 0.07130913436412811,
     "m": 0.5
    },
    {
     "p": 0.07131091505289078,
     "m": 0.6227584481239319
    },
    {
     "p": 0.07160770893096924,
     "m": 0.6923374533653259
    },
    {
     "p": 0.07133592665195465,
     "m": 0.6501073837280273
    },
    {
     "p": 0.07152257114648819,
     "m": 0.9118534922599792
    },
    {
     "p": 0.07160569727420807,
     "m": 0.8622080683708191
    },
    {
     "p": 0.07149719446897507,
     "m": 0.8794602155685425
    },
    {
     "p": 0.0714244693517685,
     "m": 0.9743602871894836
    },
    {
     "p": 0.0716191753745079,
     "m": 0.9216665029525757
    },
    {
     "p": 0.07134617865085602,
     "m": 1.0
    },
    {
     "p": 0.07156741619110107,
     "m": 0.5
    },
    {
     "p": 0.07113558053970337,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.9382473230361938,
   "val_loss": 0.7031019926071167,
   "acc": 72.05,
   "time": 264.5522911089938,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144385576248169,
     "m": 0.5
    },
    {
     "p": 0.0712856724858284,
     "m": 0.5
    },
    {
     "p": 0.07148595154285431,
     "m": 0.5
    },
    {
     "p": 0.07151015102863312,
     "m": 0.6334633231163025
    },
    {
     "p": 0.07139454782009125,
     "m": 0.717462420463562
    },
    {
     "p": 0.07130277156829834,
     "m": 0.8308139443397522
    },
    {
     "p": 0.0714588388800621,
     "m": 0.9047749042510986
    },
    {
     "p": 0.07146532833576202,
     "m": 0.8677911758422852
    },
    {
     "p": 0.07133079320192337,
     "m": 0.9044501185417175
    },
    {
     "p": 0.07139861583709717,
     "m": 0.8146116137504578
    },
    {
     "p": 0.07155349850654602,
     "m": 0.9327090382575989
    },
    {
     "p": 0.07157616317272186,
     "m": 1.0
    },
    {
     "p": 0.07148760557174683,
     "m": 0.5
    },
    {
     "p": 0.07130618393421173,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.730448842048645,
   "val_loss": 0.8753935694694519,
   "acc": 71.57,
   "time": 263.93215094693005,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144125550985336,
     "m": 0.5
    },
    {
     "p": 0.07116610556840897,
     "m": 0.5
    },
    {
     "p": 0.07130222767591476,
     "m": 0.5
    },
    {
     "p": 0.07101446390151978,
     "m": 0.6658521890640259
    },
    {
     "p": 0.07132267951965332,
     "m": 0.5978936553001404
    },
    {
     "p": 0.07155609130859375,
     "m": 0.910224437713623
    },
    {
     "p": 0.07160481810569763,
     "m": 0.9553074836730957
    },
    {
     "p": 0.07169699668884277,
     "m": 0.8914523124694824
    },
    {
     "p": 0.07177583128213882,
     "m": 1.0
    },
    {
     "p": 0.07164064794778824,
     "m": 1.0
    },
    {
     "p": 0.07129334658384323,
     "m": 0.9549270868301392
    },
    {
     "p": 0.07143793255090714,
     "m": 1.0
    },
    {
     "p": 0.07162928581237793,
     "m": 0.5
    },
    {
     "p": 0.0711183175444603,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.6810932159423828,
   "val_loss": 0.7507681846618652,
   "acc": 71.58,
   "time": 263.322746014921,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07165273278951645,
     "m": 0.5
    },
    {
     "p": 0.07159323245286942,
     "m": 0.5
    },
    {
     "p": 0.0712324008345604,
     "m": 0.5
    },
    {
     "p": 0.07138087600469589,
     "m": 0.6882500648498535
    },
    {
     "p": 0.07136508077383041,
     "m": 0.7635883688926697
    },
    {
     "p": 0.07141399383544922,
     "m": 0.9151761531829834
    },
    {
     "p": 0.07152252644300461,
     "m": 1.0
    },
    {
     "p": 0.07125049084424973,
     "m": 0.851492702960968
    },
    {
     "p": 0.07138580083847046,
     "m": 0.9790582060813904
    },
    {
     "p": 0.07131392508745193,
     "m": 0.9906558990478516
    },
    {
     "p": 0.07177481800317764,
     "m": 0.9162194132804871
    },
    {
     "p": 0.07145106792449951,
     "m": 0.9942307472229004
    },
    {
     "p": 0.07141716033220291,
     "m": 0.5
    },
    {
     "p": 0.07124590873718262,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 2.014009952545166,
   "val_loss": 0.8491010665893555,
   "acc": 71.86,
   "time": 263.2200572309084,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144632190465927,
     "m": 0.5
    },
    {
     "p": 0.07134989649057388,
     "m": 0.5
    },
    {
     "p": 0.07111859321594238,
     "m": 0.5
    },
    {
     "p": 0.07164790481328964,
     "m": 0.7335118651390076
    },
    {
     "p": 0.07139395922422409,
     "m": 0.7567181587219238
    },
    {
     "p": 0.07141141593456268,
     "m": 0.8881136775016785
    },
    {
     "p": 0.07123955339193344,
     "m": 0.9660083055496216
    },
    {
     "p": 0.0712653398513794,
     "m": 0.9873042106628418
    },
    {
     "p": 0.0714460015296936,
     "m": 0.9949753284454346
    },
    {
     "p": 0.07148900628089905,
     "m": 0.9974376559257507
    },
    {
     "p": 0.07145877927541733,
     "m": 0.9198941588401794
    },
    {
     "p": 0.07166334241628647,
     "m": 1.0
    },
    {
     "p": 0.07173944264650345,
     "m": 0.5
    },
    {
     "p": 0.07133045792579651,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.717181921005249,
   "val_loss": 0.762157142162323,
   "acc": 72.42,
   "time": 263.3531919969246,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07151588052511215,
     "m": 0.5
    },
    {
     "p": 0.07112552225589752,
     "m": 0.5
    },
    {
     "p": 0.0717092975974083,
     "m": 0.5
    },
    {
     "p": 0.07149257510900497,
     "m": 0.6533889770507812
    },
    {
     "p": 0.07147347927093506,
     "m": 0.7604252099990845
    },
    {
     "p": 0.07134488970041275,
     "m": 0.8644300699234009
    },
    {
     "p": 0.07128920406103134,
     "m": 0.9992707371711731
    },
    {
     "p": 0.07142818719148636,
     "m": 0.9943217039108276
    },
    {
     "p": 0.0713932067155838,
     "m": 0.9623691439628601
    },
    {
     "p": 0.07150411605834961,
     "m": 0.9965363144874573
    },
    {
     "p": 0.07142118364572525,
     "m": 0.9950225949287415
    },
    {
     "p": 0.0714530497789383,
     "m": 0.998900294303894
    },
    {
     "p": 0.07162658870220184,
     "m": 0.5
    },
    {
     "p": 0.07122285664081573,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.8290691375732422,
   "val_loss": 0.9044123291969299,
   "acc": 72.68,
   "time": 263.2600593420211,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07153194397687912,
     "m": 0.5
    },
    {
     "p": 0.07132375240325928,
     "m": 0.5
    },
    {
     "p": 0.07154611498117447,
     "m": 0.5
    },
    {
     "p": 0.07106081396341324,
     "m": 0.7326024174690247
    },
    {
     "p": 0.07145314663648605,
     "m": 0.6401649117469788
    },
    {
     "p": 0.07149019092321396,
     "m": 0.934101939201355
    },
    {
     "p": 0.07153933495283127,
     "m": 0.9571049809455872
    },
    {
     "p": 0.07141537964344025,
     "m": 0.9957913160324097
    },
    {
     "p": 0.07141602039337158,
     "m": 0.9605857729911804
    },
    {
     "p": 0.07139865309000015,
     "m": 0.9686605334281921
    },
    {
     "p": 0.07153210043907166,
     "m": 0.9825080037117004
    },
    {
     "p": 0.07169647514820099,
     "m": 1.0
    },
    {
     "p": 0.0713406652212143,
     "m": 0.5
    },
    {
     "p": 0.07125545293092728,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.9012677669525146,
   "val_loss": 0.7382781505584717,
   "acc": 70.99,
   "time": 263.0280901179649,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144509255886078,
     "m": 0.5
    },
    {
     "p": 0.07164455205202103,
     "m": 0.5
    },
    {
     "p": 0.07119535654783249,
     "m": 0.5
    },
    {
     "p": 0.07163603603839874,
     "m": 0.7035907506942749
    },
    {
     "p": 0.07149004936218262,
     "m": 0.7193703651428223
    },
    {
     "p": 0.07118105888366699,
     "m": 0.9881064295768738
    },
    {
     "p": 0.07175711542367935,
     "m": 1.0
    },
    {
     "p": 0.0710849016904831,
     "m": 0.9310411214828491
    },
    {
     "p": 0.07163491100072861,
     "m": 0.9414365291595459
    },
    {
     "p": 0.07132483273744583,
     "m": 0.7983758449554443
    },
    {
     "p": 0.07174833863973618,
     "m": 1.0
    },
    {
     "p": 0.07140983641147614,
     "m": 0.9680483341217041
    },
    {
     "p": 0.07138435542583466,
     "m": 0.5
    },
    {
     "p": 0.07106359302997589,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.717581868171692,
   "val_loss": 0.8608994483947754,
   "acc": 72.88,
   "time": 263.8200288901571,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07139413803815842,
     "m": 0.5
    },
    {
     "p": 0.0715133473277092,
     "m": 0.5
    },
    {
     "p": 0.07141180336475372,
     "m": 0.5
    },
    {
     "p": 0.07158265262842178,
     "m": 0.7248095273971558
    },
    {
     "p": 0.0713086947798729,
     "m": 0.6852091550827026
    },
    {
     "p": 0.07143332809209824,
     "m": 0.9171645641326904
    },
    {
     "p": 0.07148990035057068,
     "m": 0.9644032120704651
    },
    {
     "p": 0.07143648713827133,
     "m": 0.9605855941772461
    },
    {
     "p": 0.07151045650243759,
     "m": 0.8763384222984314
    },
    {
     "p": 0.07148384302854538,
     "m": 0.822205126285553
    },
    {
     "p": 0.07137362658977509,
     "m": 0.9900399446487427
    },
    {
     "p": 0.07144222408533096,
     "m": 1.0
    },
    {
     "p": 0.07126197218894958,
     "m": 0.5
    },
    {
     "p": 0.07135756313800812,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.6479339599609375,
   "val_loss": 0.8367277979850769,
   "acc": 71.85,
   "time": 264.15816896990873,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07144516706466675,
     "m": 0.5
    },
    {
     "p": 0.07123184204101562,
     "m": 0.5
    },
    {
     "p": 0.0709853321313858,
     "m": 0.5
    },
    {
     "p": 0.071596659719944,
     "m": 0.8416719436645508
    },
    {
     "p": 0.07144343852996826,
     "m": 0.5612753033638
    },
    {
     "p": 0.07147825509309769,
     "m": 0.9532548189163208
    },
    {
     "p": 0.07155925035476685,
     "m": 0.959290623664856
    },
    {
     "p": 0.07151667773723602,
     "m": 1.0
    },
    {
     "p": 0.07149254530668259,
     "m": 0.8444325923919678
    },
    {
     "p": 0.07143529504537582,
     "m": 0.827069103717804
    },
    {
     "p": 0.07147638499736786,
     "m": 0.9455824494361877
    },
    {
     "p": 0.07174710929393768,
     "m": 0.9842180609703064
    },
    {
     "p": 0.07137863337993622,
     "m": 0.5
    },
    {
     "p": 0.07121341675519943,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.906226634979248,
   "val_loss": 0.6954197883605957,
   "acc": 72.48,
   "time": 263.2955660179723,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07172273099422455,
     "m": 0.5
    },
    {
     "p": 0.07145486772060394,
     "m": 0.5
    },
    {
     "p": 0.07144291698932648,
     "m": 0.5
    },
    {
     "p": 0.07133457064628601,
     "m": 0.8141120672225952
    },
    {
     "p": 0.0711536779999733,
     "m": 0.569828987121582
    },
    {
     "p": 0.07141252607107162,
     "m": 0.9597077965736389
    },
    {
     "p": 0.07117408514022827,
     "m": 0.9736130833625793
    },
    {
     "p": 0.07139158993959427,
     "m": 0.900632381439209
    },
    {
     "p": 0.0715152844786644,
     "m": 0.9651159644126892
    },
    {
     "p": 0.07139486074447632,
     "m": 0.9087432026863098
    },
    {
     "p": 0.07139681279659271,
     "m": 0.9123815894126892
    },
    {
     "p": 0.07135266810655594,
     "m": 1.0
    },
    {
     "p": 0.07163070887327194,
     "m": 0.5
    },
    {
     "p": 0.07162275910377502,
     "m": 0.5
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.5894328355789185,
   "val_loss": 0.8512149453163147,
   "acc": 72.56,
   "time": 263.6773387491703,
   "mix_dist": 0.800000011920929,
   "param": [
    {
     "p": 0.07142992317676544,
     "m": 0.5
    },
    {
     "p": 0.07149451971054077,
     "m": 0.5
    },
    {
     "p": 0.07148070633411407,
     "m": 0.5
    },
    {
     "p": 0.0715593472123146,
     "m": 0.8474802374839783
    },
    {
     "p": 0.07158832997083664,
     "m": 0.5906258821487427
    },
    {
     "p": 0.0712905079126358,
     "m": 0.9344553351402283
    },
    {
     "p": 0.07140003889799118,
     "m": 0.9064925312995911
    },
    {
     "p": 0.07165192067623138,
     "m": 0.9516286849975586
    },
    {
     "p": 0.07135636359453201,
     "m": 1.0
    },
    {
     "p": 0.07143216580152512,
     "m": 1.0
    },
    {
     "p": 0.07138492166996002,
     "m": 0.9996470808982849
    },
    {
     "p": 0.07141253352165222,
     "m": 1.0
    },
    {
     "p": 0.07130515575408936,
     "m": 0.5
    },
    {
     "p": 0.07121354341506958,
     "m": 0.5
    }
   ]
  }
 ]
}