{
 "Accuracy": 69.61,
 "Time": [
  236.39407294108844,
  2.503544782947419
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.300618886947632,
   "val_loss": 2.284998893737793,
   "acc": 10.43,
   "time": 237.9017009830568,
   "param": [
    {
     "p": 0.06676118075847626,
     "m": 1.0
    },
    {
     "p": 0.08035416901111603,
     "m": 1.0
    },
    {
     "p": 0.0453760027885437,
     "m": 1.0
    },
    {
     "p": 0.08422062546014786,
     "m": 0.9981276392936707
    },
    {
     "p": 0.08321547508239746,
     "m": 0.9642240405082703
    },
    {
     "p": 0.0815669521689415,
     "m": 0.9676792025566101
    },
    {
     "p": 0.08249424397945404,
     "m": 0.9814110994338989
    },
    {
     "p": 0.06780565530061722,
     "m": 0.9778387546539307
    },
    {
     "p": 0.04582086205482483,
     "m": 0.9917144179344177
    },
    {
     "p": 0.08518911898136139,
     "m": 1.0
    },
    {
     "p": 0.08683208376169205,
     "m": 1.0
    },
    {
     "p": 0.07196442782878876,
     "m": 0.9945789575576782
    },
    {
     "p": 0.07003200054168701,
     "m": 1.0
    },
    {
     "p": 0.048367202281951904,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.133908271789551,
   "val_loss": 1.9929648637771606,
   "acc": 23.26,
   "time": 238.31994285993278,
   "param": [
    {
     "p": 0.07907573878765106,
     "m": 1.0
    },
    {
     "p": 0.08463154733181,
     "m": 1.0
    },
    {
     "p": 0.05627616494894028,
     "m": 1.0
    },
    {
     "p": 0.09291522204875946,
     "m": 0.9682133197784424
    },
    {
     "p": 0.07215999811887741,
     "m": 0.9064539670944214
    },
    {
     "p": 0.07209254056215286,
     "m": 0.9231614470481873
    },
    {
     "p": 0.08329453319311142,
     "m": 0.9563402533531189
    },
    {
     "p": 0.06569907814264297,
     "m": 0.9310329556465149
    },
    {
     "p": 0.05111121013760567,
     "m": 0.9951567053794861
    },
    {
     "p": 0.08462417125701904,
     "m": 0.9956026077270508
    },
    {
     "p": 0.09379132091999054,
     "m": 0.9982752203941345
    },
    {
     "p": 0.08031304180622101,
     "m": 0.9816653728485107
    },
    {
     "p": 0.08401540666818619,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.179478168487549,
   "val_loss": 2.0544276237487793,
   "acc": 23.13,
   "time": 237.77293358487077,
   "param": [
    {
     "p": 0.07534196227788925,
     "m": 1.0
    },
    {
     "p": 0.08311381936073303,
     "m": 1.0
    },
    {
     "p": 0.08406775444746017,
     "m": 1.0
    },
    {
     "p": 0.07330860197544098,
     "m": 0.9497446417808533
    },
    {
     "p": 0.07186765223741531,
     "m": 0.8952227830886841
    },
    {
     "p": 0.02925858460366726,
     "m": 0.9529877305030823
    },
    {
     "p": 0.06969526410102844,
     "m": 0.9420437216758728
    },
    {
     "p": 0.05927359312772751,
     "m": 0.8700436353683472
    },
    {
     "p": 0.056580446660518646,
     "m": 0.9855104088783264
    },
    {
     "p": 0.09124837815761566,
     "m": 0.9632244110107422
    },
    {
     "p": 0.11782819032669067,
     "m": 0.9877921342849731
    },
    {
     "p": 0.09804840385913849,
     "m": 0.9904558062553406
    },
    {
     "p": 0.0903673842549324,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.1002209186553955,
   "val_loss": 1.9432694911956787,
   "acc": 29.03,
   "time": 234.68277183594182,
   "param": [
    {
     "p": 0.08421647548675537,
     "m": 1.0
    },
    {
     "p": 0.07365931570529938,
     "m": 1.0
    },
    {
     "p": 0.08546321839094162,
     "m": 1.0
    },
    {
     "p": 0.06491559743881226,
     "m": 0.9092641472816467
    },
    {
     "p": 0.0717955008149147,
     "m": 0.9225912690162659
    },
    {
     "p": 0.0,
     "m": 0.9753050804138184
    },
    {
     "p": 0.06732537597417831,
     "m": 0.9215495586395264
    },
    {
     "p": 0.06566716730594635,
     "m": 0.8417211174964905
    },
    {
     "p": 0.044124532490968704,
     "m": 0.967043936252594
    },
    {
     "p": 0.0937412679195404,
     "m": 0.9581639170646667
    },
    {
     "p": 0.1324259489774704,
     "m": 0.965987503528595
    },
    {
     "p": 0.10319405049085617,
     "m": 1.0
    },
    {
     "p": 0.11347155272960663,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.0752463340759277,
   "val_loss": 1.902151107788086,
   "acc": 35.53,
   "time": 238.14991164114326,
   "param": [
    {
     "p": 0.08616256713867188,
     "m": 1.0
    },
    {
     "p": 0.05787455663084984,
     "m": 1.0
    },
    {
     "p": 0.07715697586536407,
     "m": 1.0
    },
    {
     "p": 0.06583519279956818,
     "m": 0.8693007826805115
    },
    {
     "p": 0.06705630570650101,
     "m": 0.90798419713974
    },
    {
     "p": 0.0,
     "m": 0.9922856688499451
    },
    {
     "p": 0.08616533130407333,
     "m": 0.8924784660339355
    },
    {
     "p": 0.08568916469812393,
     "m": 0.8221093416213989
    },
    {
     "p": 0.04654766991734505,
     "m": 0.9858947396278381
    },
    {
     "p": 0.08811421692371368,
     "m": 0.9334646463394165
    },
    {
     "p": 0.12168848514556885,
     "m": 0.9819930195808411
    },
    {
     "p": 0.08364802598953247,
     "m": 1.0
    },
    {
     "p": 0.13406150043010712,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.7390164136886597,
   "val_loss": 1.77890145778656,
   "acc": 37.04,
   "time": 234.6614635649603,
   "param": [
    {
     "p": 0.09229589253664017,
     "m": 1.0
    },
    {
     "p": 0.030516061931848526,
     "m": 1.0
    },
    {
     "p": 0.06805133819580078,
     "m": 1.0
    },
    {
     "p": 0.0678212121129036,
     "m": 0.8444572687149048
    },
    {
     "p": 0.0557837188243866,
     "m": 0.9196466207504272
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11072633415460587,
     "m": 0.9017388224601746
    },
    {
     "p": 0.09156881272792816,
     "m": 0.815817654132843
    },
    {
     "p": 0.029105771332979202,
     "m": 0.9678080677986145
    },
    {
     "p": 0.1007385328412056,
     "m": 0.9386894702911377
    },
    {
     "p": 0.12500101327896118,
     "m": 0.9589589834213257
    },
    {
     "p": 0.060149215161800385,
     "m": 0.9885151386260986
    },
    {
     "p": 0.16824215650558472,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.8879187107086182,
   "val_loss": 1.7105604410171509,
   "acc": 38.92,
   "time": 233.4807726170402,
   "param": [
    {
     "p": 0.10360544919967651,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0736752524971962,
     "m": 1.0
    },
    {
     "p": 0.06781601160764694,
     "m": 0.83744877576828
    },
    {
     "p": 0.031372588127851486,
     "m": 0.9590652585029602
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13672742247581482,
     "m": 0.896488606929779
    },
    {
     "p": 0.09702648967504501,
     "m": 0.8078644871711731
    },
    {
     "p": 0.008617319166660309,
     "m": 0.9413400292396545
    },
    {
     "p": 0.11220201849937439,
     "m": 0.942753255367279
    },
    {
     "p": 0.12579278647899628,
     "m": 0.9066612124443054
    },
    {
     "p": 0.03170888125896454,
     "m": 0.9409472346305847
    },
    {
     "p": 0.21145573258399963,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.9365463256835938,
   "val_loss": 1.7900360822677612,
   "acc": 40.47,
   "time": 234.9240888808854,
   "param": [
    {
     "p": 0.11033931374549866,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0882444828748703,
     "m": 1.0
    },
    {
     "p": 0.0644744336605072,
     "m": 0.834608793258667
    },
    {
     "p": 0.00964730978012085,
     "m": 0.9976354837417603
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.143202006816864,
     "m": 0.8474723696708679
    },
    {
     "p": 0.0889967754483223,
     "m": 0.8379691243171692
    },
    {
     "p": 0.014421982690691948,
     "m": 0.9306068420410156
    },
    {
     "p": 0.12253767251968384,
     "m": 0.9040297865867615
    },
    {
     "p": 0.11826009303331375,
     "m": 0.867942214012146
    },
    {
     "p": 0.02445506490767002,
     "m": 0.873178243637085
    },
    {
     "p": 0.21542085707187653,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.9190477132797241,
   "val_loss": 1.6749191284179688,
   "acc": 41.33,
   "time": 234.50675146188587,
   "param": [
    {
     "p": 0.1128077432513237,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08888150751590729,
     "m": 1.0
    },
    {
     "p": 0.060423970222473145,
     "m": 0.820563793182373
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14225253462791443,
     "m": 0.8053028583526611
    },
    {
     "p": 0.08661211282014847,
     "m": 0.8605607748031616
    },
    {
     "p": 0.02238847129046917,
     "m": 0.9166408181190491
    },
    {
     "p": 0.13052138686180115,
     "m": 0.8631983995437622
    },
    {
     "p": 0.10560118407011032,
     "m": 0.8206156492233276
    },
    {
     "p": 0.045751698315143585,
     "m": 0.845222532749176
    },
    {
     "p": 0.20475947856903076,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.7037595510482788,
   "val_loss": 1.6148850917816162,
   "acc": 41.57,
   "time": 235.68319831811823,
   "param": [
    {
     "p": 0.1178896501660347,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0662725567817688,
     "m": 1.0
    },
    {
     "p": 0.04937570542097092,
     "m": 0.8329375386238098
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14591260254383087,
     "m": 0.7584613561630249
    },
    {
     "p": 0.0661015510559082,
     "m": 0.8457739949226379
    },
    {
     "p": 0.000980160548351705,
     "m": 0.8722185492515564
    },
    {
     "p": 0.15287159383296967,
     "m": 0.8502747416496277
    },
    {
     "p": 0.12655900418758392,
     "m": 0.7837063074111938
    },
    {
     "p": 0.03867153078317642,
     "m": 0.8797977566719055
    },
    {
     "p": 0.2353655844926834,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.8465490341186523,
   "val_loss": 1.6268292665481567,
   "acc": 43.72,
   "time": 237.37362855882384,
   "param": [
    {
     "p": 0.11911465227603912,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03772904723882675,
     "m": 1.0
    },
    {
     "p": 0.04431793466210365,
     "m": 0.8291929364204407
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14754672348499298,
     "m": 0.6835907697677612
    },
    {
     "p": 0.03627810254693031,
     "m": 0.8126246929168701
    },
    {
     "p": 0.0,
     "m": 0.8437212705612183
    },
    {
     "p": 0.1674356609582901,
     "m": 0.8421866297721863
    },
    {
     "p": 0.1588478982448578,
     "m": 0.752575695514679
    },
    {
     "p": 0.01544372271746397,
     "m": 0.9083033204078674
    },
    {
     "p": 0.27328625321388245,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.9094361066818237,
   "val_loss": 1.5290836095809937,
   "acc": 44.52,
   "time": 237.34368929406628,
   "param": [
    {
     "p": 0.10684797912836075,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.039531901478767395,
     "m": 1.0
    },
    {
     "p": 0.059206362813711166,
     "m": 0.8361759781837463
    },
    {
     "p": 0.0,
     "m": 0.9973427057266235
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14059264957904816,
     "m": 0.6217967867851257
    },
    {
     "p": 0.03804101422429085,
     "m": 0.8154319524765015
    },
    {
     "p": 0.015350200235843658,
     "m": 0.8272894024848938
    },
    {
     "p": 0.14616504311561584,
     "m": 0.8376560807228088
    },
    {
     "p": 0.1670655757188797,
     "m": 0.7390665411949158
    },
    {
     "p": 0.013478065840899944,
     "m": 0.9287018775939941
    },
    {
     "p": 0.2709817886352539,
     "m": 1.0
    },
    {
     "p": 0.0027394534554332495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.885953664779663,
   "val_loss": 1.5570675134658813,
   "acc": 45.26,
   "time": 237.04381351708435,
   "param": [
    {
     "p": 0.109632708132267,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04040141403675079,
     "m": 1.0
    },
    {
     "p": 0.04513261094689369,
     "m": 0.7913382649421692
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.15070146322250366,
     "m": 0.5827355980873108
    },
    {
     "p": 0.02751452475786209,
     "m": 0.8156799077987671
    },
    {
     "p": 0.02956458181142807,
     "m": 0.8134670853614807
    },
    {
     "p": 0.13461051881313324,
     "m": 0.8468497395515442
    },
    {
     "p": 0.17073698341846466,
     "m": 0.7203344106674194
    },
    {
     "p": 0.015330065041780472,
     "m": 0.9677557349205017
    },
    {
     "p": 0.2763751447200775,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.7895662784576416,
   "val_loss": 1.4504201412200928,
   "acc": 47.33,
   "time": 236.1680608280003,
   "param": [
    {
     "p": 0.10574071109294891,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04763270542025566,
     "m": 1.0
    },
    {
     "p": 0.03989264369010925,
     "m": 0.7763274312019348
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14941436052322388,
     "m": 0.5973678827285767
    },
    {
     "p": 0.02371509186923504,
     "m": 0.8380792140960693
    },
    {
     "p": 0.03302935138344765,
     "m": 0.7992790937423706
    },
    {
     "p": 0.13278596103191376,
     "m": 0.8504312038421631
    },
    {
     "p": 0.17854323983192444,
     "m": 0.7142555117607117
    },
    {
     "p": 0.024869998916983604,
     "m": 0.9907674193382263
    },
    {
     "p": 0.2643760144710541,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.6129393577575684,
   "val_loss": 1.4994475841522217,
   "acc": 46.24,
   "time": 235.23919216403738,
   "param": [
    {
     "p": 0.10076345503330231,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05232001468539238,
     "m": 1.0
    },
    {
     "p": 0.02153683826327324,
     "m": 0.7369776964187622
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1450207382440567,
     "m": 0.5863865613937378
    },
    {
     "p": 0.024831097573041916,
     "m": 0.8380156755447388
    },
    {
     "p": 0.032477326691150665,
     "m": 0.7977484464645386
    },
    {
     "p": 0.12636835873126984,
     "m": 0.8332047462463379
    },
    {
     "p": 0.19465284049510956,
     "m": 0.6947510242462158
    },
    {
     "p": 0.031192747876048088,
     "m": 1.0
    },
    {
     "p": 0.27083656191825867,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.627441644668579,
   "val_loss": 1.5932358503341675,
   "acc": 47.26,
   "time": 235.25575121701695,
   "param": [
    {
     "p": 0.09721804410219193,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.058961160480976105,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.7075290083885193
    },
    {
     "p": 0.0,
     "m": 0.9988107085227966
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13293704390525818,
     "m": 0.5372992753982544
    },
    {
     "p": 0.005622150842100382,
     "m": 0.8115290403366089
    },
    {
     "p": 0.04025810584425926,
     "m": 0.7895435094833374
    },
    {
     "p": 0.1231810599565506,
     "m": 0.8214215636253357
    },
    {
     "p": 0.22138816118240356,
     "m": 0.6525627970695496
    },
    {
     "p": 0.034307219088077545,
     "m": 1.0
    },
    {
     "p": 0.2861270308494568,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.2649914026260376,
   "val_loss": 1.399286150932312,
   "acc": 50.23,
   "time": 237.33147148787975,
   "param": [
    {
     "p": 0.08041311800479889,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.046963851898908615,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.7003604769706726
    },
    {
     "p": 0.0,
     "m": 0.9934728741645813
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1238175481557846,
     "m": 0.4766005873680115
    },
    {
     "p": 0.0003859953721985221,
     "m": 0.7967583537101746
    },
    {
     "p": 0.06176886707544327,
     "m": 0.7943007946014404
    },
    {
     "p": 0.10681816935539246,
     "m": 0.8265810012817383
    },
    {
     "p": 0.24606437981128693,
     "m": 0.6041267514228821
    },
    {
     "p": 0.0238193292170763,
     "m": 1.0
    },
    {
     "p": 0.30994871258735657,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.6964373588562012,
   "val_loss": 1.313776969909668,
   "acc": 50.93,
   "time": 237.08902862714604,
   "param": [
    {
     "p": 0.08962948620319366,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.04101903364062309,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.717132031917572
    },
    {
     "p": 0.0,
     "m": 0.9689871668815613
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1102353110909462,
     "m": 0.43201467394828796
    },
    {
     "p": 0.0,
     "m": 0.7988202571868896
    },
    {
     "p": 0.08231887966394424,
     "m": 0.812714695930481
    },
    {
     "p": 0.10832274705171585,
     "m": 0.8190376162528992
    },
    {
     "p": 0.24849942326545715,
     "m": 0.5691076517105103
    },
    {
     "p": 0.010426760651171207,
     "m": 1.0
    },
    {
     "p": 0.3095483183860779,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.4943063259124756,
   "val_loss": 1.3995352983474731,
   "acc": 50.0,
   "time": 237.21369027206674,
   "param": [
    {
     "p": 0.09841699153184891,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06034691259264946,
     "m": 1.0
    },
    {
     "p": 0.008784410543739796,
     "m": 0.7341365814208984
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0011593739036470652,
     "m": 1.0
    },
    {
     "p": 0.09956637024879456,
     "m": 0.40565958619117737
    },
    {
     "p": 0.004940287675708532,
     "m": 0.8210979700088501
    },
    {
     "p": 0.08502177894115448,
     "m": 0.8220821619033813
    },
    {
     "p": 0.09968384355306625,
     "m": 0.8087108731269836
    },
    {
     "p": 0.2450655996799469,
     "m": 0.5618259906768799
    },
    {
     "p": 0.009385179728269577,
     "m": 1.0
    },
    {
     "p": 0.28762921690940857,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.687443494796753,
   "val_loss": 1.3375592231750488,
   "acc": 52.95,
   "time": 236.94692838797346,
   "param": [
    {
     "p": 0.11274433135986328,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08325843513011932,
     "m": 1.0
    },
    {
     "p": 0.02573499269783497,
     "m": 0.7777709364891052
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0010950459400191903,
     "m": 0.9992505311965942
    },
    {
     "p": 0.09063246846199036,
     "m": 0.37904471158981323
    },
    {
     "p": 0.017466315999627113,
     "m": 0.8469915986061096
    },
    {
     "p": 0.08239460736513138,
     "m": 0.8285768628120422
    },
    {
     "p": 0.08366656303405762,
     "m": 0.8016003966331482
    },
    {
     "p": 0.22620952129364014,
     "m": 0.5637492537498474
    },
    {
     "p": 0.029498038813471794,
     "m": 1.0
    },
    {
     "p": 0.24729964137077332,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.7433912754058838,
   "val_loss": 1.2739306688308716,
   "acc": 52.58,
   "time": 233.74841969599947,
   "param": [
    {
     "p": 0.11787566542625427,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09351437538862228,
     "m": 1.0
    },
    {
     "p": 0.027258576825261116,
     "m": 0.801378071308136
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9982343316078186
    },
    {
     "p": 0.10247460007667542,
     "m": 0.3718091547489166
    },
    {
     "p": 0.011147396638989449,
     "m": 0.8668138980865479
    },
    {
     "p": 0.07317448407411575,
     "m": 0.8152124285697937
    },
    {
     "p": 0.07702483236789703,
     "m": 0.7994136214256287
    },
    {
     "p": 0.22969193756580353,
     "m": 0.5550810694694519
    },
    {
     "p": 0.03264887258410454,
     "m": 1.0
    },
    {
     "p": 0.2351893186569214,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.4504342079162598,
   "val_loss": 1.346740484237671,
   "acc": 52.85,
   "time": 233.801089276094,
   "param": [
    {
     "p": 0.10966586321592331,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08375096321105957,
     "m": 1.0
    },
    {
     "p": 0.018116306513547897,
     "m": 0.7922810316085815
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9837771058082581
    },
    {
     "p": 0.10516062378883362,
     "m": 0.3587496280670166
    },
    {
     "p": 0.0,
     "m": 0.892308235168457
    },
    {
     "p": 0.05445257946848869,
     "m": 0.7901776432991028
    },
    {
     "p": 0.079338438808918,
     "m": 0.8081717491149902
    },
    {
     "p": 0.2592219114303589,
     "m": 0.5186100602149963
    },
    {
     "p": 0.04010637477040291,
     "m": 0.9983493089675903
    },
    {
     "p": 0.2501869201660156,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.4438199996948242,
   "val_loss": 1.3752020597457886,
   "acc": 54.04,
   "time": 235.1707703829743,
   "param": [
    {
     "p": 0.10475311428308487,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06844525039196014,
     "m": 1.0
    },
    {
     "p": 0.014574600383639336,
     "m": 0.7774232625961304
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9745136499404907
    },
    {
     "p": 0.10371226817369461,
     "m": 0.3571540117263794
    },
    {
     "p": 0.0,
     "m": 0.9299612045288086
    },
    {
     "p": 0.033132847398519516,
     "m": 0.7682497501373291
    },
    {
     "p": 0.07709421962499619,
     "m": 0.7971609234809875
    },
    {
     "p": 0.28548020124435425,
     "m": 0.4850901961326599
    },
    {
     "p": 0.04244885593652725,
     "m": 1.0
    },
    {
     "p": 0.2703586220741272,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.5646023750305176,
   "val_loss": 1.27976393699646,
   "acc": 53.29,
   "time": 237.6141969480086,
   "param": [
    {
     "p": 0.11043919622898102,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.046951644122600555,
     "m": 1.0
    },
    {
     "p": 0.002307066461071372,
     "m": 0.7546246647834778
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9856404662132263
    },
    {
     "p": 0.09435731172561646,
     "m": 0.36275923252105713
    },
    {
     "p": 0.0,
     "m": 0.959776759147644
    },
    {
     "p": 0.009405587799847126,
     "m": 0.7442556619644165
    },
    {
     "p": 0.07745864242315292,
     "m": 0.7896321415901184
    },
    {
     "p": 0.3367597758769989,
     "m": 0.43483927845954895
    },
    {
     "p": 0.01759919337928295,
     "m": 0.997490406036377
    },
    {
     "p": 0.30472153425216675,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.6860613822937012,
   "val_loss": 1.3574100732803345,
   "acc": 54.03,
   "time": 237.47820658190176,
   "param": [
    {
     "p": 0.11933117359876633,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.015952803194522858,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.7399904131889343
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9908415079116821
    },
    {
     "p": 0.07665777206420898,
     "m": 0.3761369585990906
    },
    {
     "p": 0.0,
     "m": 0.9728118777275085
    },
    {
     "p": 0.0,
     "m": 0.7201153039932251
    },
    {
     "p": 0.04052466154098511,
     "m": 0.7996473908424377
    },
    {
     "p": 0.406057208776474,
     "m": 0.36590445041656494
    },
    {
     "p": 0.0,
     "m": 0.99863201379776
    },
    {
     "p": 0.3414763808250427,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.6562288999557495,
   "val_loss": 1.2988431453704834,
   "acc": 53.67,
   "time": 236.85648712306283,
   "param": [
    {
     "p": 0.12961457669734955,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0002567758783698082,
     "m": 1.0
    },
    {
     "p": 0.00025364113389514387,
     "m": 0.7332632541656494
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9853227138519287
    },
    {
     "p": 0.08032812923192978,
     "m": 0.3980070650577545
    },
    {
     "p": 0.0,
     "m": 0.9940639734268188
    },
    {
     "p": 0.004790075588971376,
     "m": 0.7341819405555725
    },
    {
     "p": 0.024505071341991425,
     "m": 0.8074157238006592
    },
    {
     "p": 0.40577852725982666,
     "m": 0.2950981557369232
    },
    {
     "p": 0.0010326626943424344,
     "m": 1.0
    },
    {
     "p": 0.353440523147583,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.745669960975647,
   "val_loss": 1.1645257472991943,
   "acc": 56.46,
   "time": 236.6727380861994,
   "param": [
    {
     "p": 0.13039565086364746,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.004911363124847412,
     "m": 1.0
    },
    {
     "p": 0.012557091191411018,
     "m": 0.7301852107048035
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.009914238937199116,
     "m": 0.9654378890991211
    },
    {
     "p": 0.08801578730344772,
     "m": 0.38229629397392273
    },
    {
     "p": 0.01356164924800396,
     "m": 1.0
    },
    {
     "p": 0.037502940744161606,
     "m": 0.7686500549316406
    },
    {
     "p": 0.037328414618968964,
     "m": 0.80995774269104
    },
    {
     "p": 0.33934593200683594,
     "m": 0.2790757119655609
    },
    {
     "p": 0.01993471197783947,
     "m": 1.0
    },
    {
     "p": 0.30653226375579834,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.553945541381836,
   "val_loss": 1.235694408416748,
   "acc": 55.73,
   "time": 235.94975037011318,
   "param": [
    {
     "p": 0.12590406835079193,
     "m": 1.0
    },
    {
     "p": 3.2490556804987136e-06,
     "m": 1.0
    },
    {
     "p": 0.013237322680652142,
     "m": 1.0
    },
    {
     "p": 0.024258147925138474,
     "m": 0.7157106399536133
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01841985061764717,
     "m": 0.9798516035079956
    },
    {
     "p": 0.09000267833471298,
     "m": 0.3679121732711792
    },
    {
     "p": 0.03105907514691353,
     "m": 1.0
    },
    {
     "p": 0.05777422711253166,
     "m": 0.7772597670555115
    },
    {
     "p": 0.044457197189331055,
     "m": 0.8188143968582153
    },
    {
     "p": 0.2873658239841461,
     "m": 0.24436064064502716
    },
    {
     "p": 0.04224848747253418,
     "m": 0.9993627071380615
    },
    {
     "p": 0.2652699053287506,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.5094208717346191,
   "val_loss": 1.254401683807373,
   "acc": 56.54,
   "time": 238.7550563099794,
   "param": [
    {
     "p": 0.12131193280220032,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.030276041477918625,
     "m": 1.0
    },
    {
     "p": 0.03448104485869408,
     "m": 0.7104377746582031
    },
    {
     "p": 0.001803813735023141,
     "m": 1.0
    },
    {
     "p": 0.026486411690711975,
     "m": 0.9859840869903564
    },
    {
     "p": 0.08348299562931061,
     "m": 0.3865118622779846
    },
    {
     "p": 0.04193171486258507,
     "m": 1.0
    },
    {
     "p": 0.07591540366411209,
     "m": 0.7788473963737488
    },
    {
     "p": 0.061818480491638184,
     "m": 0.8148631453514099
    },
    {
     "p": 0.24076324701309204,
     "m": 0.20414623618125916
    },
    {
     "p": 0.06574046611785889,
     "m": 1.0
    },
    {
     "p": 0.215988427400589,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.5219552516937256,
   "val_loss": 1.226003646850586,
   "acc": 57.33,
   "time": 228.44099805387668,
   "param": [
    {
     "p": 0.12829375267028809,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03839811310172081,
     "m": 1.0
    },
    {
     "p": 0.035587113350629807,
     "m": 0.706720232963562
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.008681493811309338,
     "m": 1.0
    },
    {
     "p": 0.07052560895681381,
     "m": 0.3730452060699463
    },
    {
     "p": 0.03720022365450859,
     "m": 1.0
    },
    {
     "p": 0.09048439562320709,
     "m": 0.7794944643974304
    },
    {
     "p": 0.0616210401058197,
     "m": 0.809451699256897
    },
    {
     "p": 0.23862849175930023,
     "m": 0.15973573923110962
    },
    {
     "p": 0.0680079236626625,
     "m": 1.0
    },
    {
     "p": 0.22257180511951447,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.260284662246704,
   "val_loss": 1.2963355779647827,
   "acc": 55.0,
   "time": 237.5410471749492,
   "param": [
    {
     "p": 0.12485646456480026,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.028686875477433205,
     "m": 1.0
    },
    {
     "p": 0.04117584973573685,
     "m": 0.6959419846534729
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9993290305137634
    },
    {
     "p": 0.05677231401205063,
     "m": 0.36161497235298157
    },
    {
     "p": 0.044625621289014816,
     "m": 1.0
    },
    {
     "p": 0.10056941211223602,
     "m": 0.7900200486183167
    },
    {
     "p": 0.06589651107788086,
     "m": 0.7939326167106628
    },
    {
     "p": 0.24238894879817963,
     "m": 0.08045908808708191
    },
    {
     "p": 0.06553678214550018,
     "m": 1.0
    },
    {
     "p": 0.22949127852916718,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.560841679573059,
   "val_loss": 1.0444371700286865,
   "acc": 57.17,
   "time": 239.65453273896128,
   "param": [
    {
     "p": 0.1131366416811943,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.027086924761533737,
     "m": 1.0
    },
    {
     "p": 0.04050980508327484,
     "m": 0.697194516658783
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0629531517624855,
     "m": 0.37623274326324463
    },
    {
     "p": 0.06435035914182663,
     "m": 1.0
    },
    {
     "p": 0.11331865191459656,
     "m": 0.8205757737159729
    },
    {
     "p": 0.06592903286218643,
     "m": 0.7928853631019592
    },
    {
     "p": 0.24001219868659973,
     "m": 0.02903221733868122
    },
    {
     "p": 0.06472145766019821,
     "m": 1.0
    },
    {
     "p": 0.20798180997371674,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.5498958826065063,
   "val_loss": 1.1909980773925781,
   "acc": 56.29,
   "time": 234.1509842199739,
   "param": [
    {
     "p": 0.10870471596717834,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01639631949365139,
     "m": 1.0
    },
    {
     "p": 0.013026497326791286,
     "m": 0.6717707514762878
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.9915710091590881
    },
    {
     "p": 0.07251844555139542,
     "m": 0.3848937451839447
    },
    {
     "p": 0.07164404541254044,
     "m": 0.9990057349205017
    },
    {
     "p": 0.1263888031244278,
     "m": 0.8254659175872803
    },
    {
     "p": 0.05779288709163666,
     "m": 0.7871015667915344
    },
    {
     "p": 0.262749582529068,
     "m": 0.06404487788677216
    },
    {
     "p": 0.05693591758608818,
     "m": 1.0
    },
    {
     "p": 0.21384280920028687,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.6837670803070068,
   "val_loss": 1.2962212562561035,
   "acc": 58.38,
   "time": 236.14959025988355,
   "param": [
    {
     "p": 0.10398915410041809,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01285639125853777,
     "m": 1.0
    },
    {
     "p": 0.008098355494439602,
     "m": 0.6411292552947998
    },
    {
     "p": 0.0,
     "m": 0.9987785816192627
    },
    {
     "p": 0.0,
     "m": 0.9998775124549866
    },
    {
     "p": 0.08352012932300568,
     "m": 0.40654948353767395
    },
    {
     "p": 0.07880102097988129,
     "m": 1.0
    },
    {
     "p": 0.1390957534313202,
     "m": 0.8375639915466309
    },
    {
     "p": 0.05476279929280281,
     "m": 0.7943392992019653
    },
    {
     "p": 0.2577131390571594,
     "m": 0.09009287506341934
    },
    {
     "p": 0.05251390114426613,
     "m": 1.0
    },
    {
     "p": 0.20864932239055634,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.6501545906066895,
   "val_loss": 1.2336692810058594,
   "acc": 59.66,
   "time": 235.94783396902494,
   "param": [
    {
     "p": 0.09746690094470978,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01117414329200983,
     "m": 1.0
    },
    {
     "p": 0.012667031027376652,
     "m": 0.6449915170669556
    },
    {
     "p": 0.0,
     "m": 0.9938578009605408
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08736246824264526,
     "m": 0.4103042185306549
    },
    {
     "p": 0.079264797270298,
     "m": 1.0
    },
    {
     "p": 0.14237076044082642,
     "m": 0.8266705274581909
    },
    {
     "p": 0.05304010584950447,
     "m": 0.8153600096702576
    },
    {
     "p": 0.24710895121097565,
     "m": 0.08931057900190353
    },
    {
     "p": 0.0618668757379055,
     "m": 1.0
    },
    {
     "p": 0.20767797529697418,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.7242977619171143,
   "val_loss": 1.151086449623108,
   "acc": 58.44,
   "time": 235.4652345830109,
   "param": [
    {
     "p": 0.1011667549610138,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0070775775238871574,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6574808359146118
    },
    {
     "p": 0.0,
     "m": 0.9798489809036255
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07718672603368759,
     "m": 0.4076611399650574
    },
    {
     "p": 0.07824874669313431,
     "m": 1.0
    },
    {
     "p": 0.13809551298618317,
     "m": 0.7885674238204956
    },
    {
     "p": 0.05770309269428253,
     "m": 0.8203992247581482
    },
    {
     "p": 0.25822973251342773,
     "m": 0.06443218141794205
    },
    {
     "p": 0.05801441892981529,
     "m": 1.0
    },
    {
     "p": 0.22427746653556824,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.3383926153182983,
   "val_loss": 1.1949512958526611,
   "acc": 60.08,
   "time": 237.97722835908644,
   "param": [
    {
     "p": 0.10108679533004761,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.003087152959778905,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6573202013969421
    },
    {
     "p": 0.0,
     "m": 0.9549432396888733
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07343534380197525,
     "m": 0.4144589900970459
    },
    {
     "p": 0.07229293137788773,
     "m": 1.0
    },
    {
     "p": 0.1225062757730484,
     "m": 0.7315227389335632
    },
    {
     "p": 0.06310497224330902,
     "m": 0.8209616541862488
    },
    {
     "p": 0.2742004692554474,
     "m": 0.04929264634847641
    },
    {
     "p": 0.0493880920112133,
     "m": 1.0
    },
    {
     "p": 0.24089787900447845,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.4976922273635864,
   "val_loss": 1.2091145515441895,
   "acc": 58.66,
   "time": 236.63467419100925,
   "param": [
    {
     "p": 0.10004394501447678,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0014855796471238136,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6455632448196411
    },
    {
     "p": 0.0,
     "m": 0.9526916146278381
    },
    {
     "p": 0.0001510754955234006,
     "m": 1.0
    },
    {
     "p": 0.08437855541706085,
     "m": 0.4294082224369049
    },
    {
     "p": 0.06935469061136246,
     "m": 1.0
    },
    {
     "p": 0.0946037769317627,
     "m": 0.6744533777236938
    },
    {
     "p": 0.0710998922586441,
     "m": 0.8004839420318604
    },
    {
     "p": 0.28312453627586365,
     "m": 0.014920485205948353
    },
    {
     "p": 0.04719626158475876,
     "m": 1.0
    },
    {
     "p": 0.24856166541576385,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.7657067775726318,
   "val_loss": 1.1798244714736938,
   "acc": 57.41,
   "time": 232.95648395386524,
   "param": [
    {
     "p": 0.09278508275747299,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0117517514154315,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.626396894454956
    },
    {
     "p": 0.0,
     "m": 0.960049033164978
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08479823172092438,
     "m": 0.4609531760215759
    },
    {
     "p": 0.06831399351358414,
     "m": 0.9974790215492249
    },
    {
     "p": 0.08375037461519241,
     "m": 0.6562082171440125
    },
    {
     "p": 0.07544773817062378,
     "m": 0.7992242574691772
    },
    {
     "p": 0.2835756540298462,
     "m": 0.0
    },
    {
     "p": 0.05749838426709175,
     "m": 1.0
    },
    {
     "p": 0.2420787513256073,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.5280935764312744,
   "val_loss": 1.1860896348953247,
   "acc": 58.47,
   "time": 236.76414959412068,
   "param": [
    {
     "p": 0.08922019600868225,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.011463848873972893,
     "m": 1.0
    },
    {
     "p": 0.0035679549910128117,
     "m": 0.6253881454467773
    },
    {
     "p": 0.0,
     "m": 0.9651182293891907
    },
    {
     "p": 0.001958003733307123,
     "m": 1.0
    },
    {
     "p": 0.07794611155986786,
     "m": 0.48772919178009033
    },
    {
     "p": 0.07038819789886475,
     "m": 1.0
    },
    {
     "p": 0.07272949814796448,
     "m": 0.6602339744567871
    },
    {
     "p": 0.07968468219041824,
     "m": 0.8048747181892395
    },
    {
     "p": 0.2863374352455139,
     "m": 0.011097379960119724
    },
    {
     "p": 0.06483464688062668,
     "m": 1.0
    },
    {
     "p": 0.23806898295879364,
     "m": 1.0
    },
    {
     "p": 0.0038005318492650986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.6896430253982544,
   "val_loss": 1.262377142906189,
   "acc": 58.81,
   "time": 234.94498861394823,
   "param": [
    {
     "p": 0.07412298768758774,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.020635372027754784,
     "m": 1.0
    },
    {
     "p": 0.0032328360248357058,
     "m": 0.6456094980239868
    },
    {
     "p": 0.0,
     "m": 0.9740661978721619
    },
    {
     "p": 0.003983199130743742,
     "m": 1.0
    },
    {
     "p": 0.08651388436555862,
     "m": 0.48171254992485046
    },
    {
     "p": 0.08020402491092682,
     "m": 0.9998514652252197
    },
    {
     "p": 0.07086780667304993,
     "m": 0.6875858902931213
    },
    {
     "p": 0.07531452924013138,
     "m": 0.8226797580718994
    },
    {
     "p": 0.2843686044216156,
     "m": 0.09453723579645157
    },
    {
     "p": 0.07066474109888077,
     "m": 0.9995726943016052
    },
    {
     "p": 0.23009201884269714,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.4570363759994507,
   "val_loss": 1.1982412338256836,
   "acc": 58.62,
   "time": 237.24132637190633,
   "param": [
    {
     "p": 0.0595521442592144,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.023800063878297806,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6684364676475525
    },
    {
     "p": 0.0,
     "m": 0.9836881756782532
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09657496213912964,
     "m": 0.4571382999420166
    },
    {
     "p": 0.07874312996864319,
     "m": 1.0
    },
    {
     "p": 0.08027538657188416,
     "m": 0.7134273052215576
    },
    {
     "p": 0.06992563605308533,
     "m": 0.8258763551712036
    },
    {
     "p": 0.2983672022819519,
     "m": 0.11564765870571136
    },
    {
     "p": 0.07181766629219055,
     "m": 1.0
    },
    {
     "p": 0.2209438532590866,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.3476547002792358,
   "val_loss": 1.0352163314819336,
   "acc": 60.66,
   "time": 239.07987578189932,
   "param": [
    {
     "p": 0.07220178842544556,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.01351534016430378,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.6690798997879028
    },
    {
     "p": 0.0,
     "m": 0.9666648507118225
    },
    {
     "p": 0.0,
     "m": 0.9977047443389893
    },
    {
     "p": 0.10206440836191177,
     "m": 0.46518322825431824
    },
    {
     "p": 0.07158414274454117,
     "m": 1.0
    },
    {
     "p": 0.07086116820573807,
     "m": 0.7225542068481445
    },
    {
     "p": 0.0690409243106842,
     "m": 0.8346468210220337
    },
    {
     "p": 0.31139323115348816,
     "m": 0.14809048175811768
    },
    {
     "p": 0.06501104682683945,
     "m": 1.0
    },
    {
     "p": 0.22432789206504822,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.3363522291183472,
   "val_loss": 1.2492817640304565,
   "acc": 59.06,
   "time": 236.01906321616843,
   "param": [
    {
     "p": 0.08437024801969528,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.012215934693813324,
     "m": 1.0
    },
    {
     "p": 8.802966476650909e-05,
     "m": 0.6356887221336365
    },
    {
     "p": 0.005706605035811663,
     "m": 0.9420041441917419
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09653890877962112,
     "m": 0.4889908730983734
    },
    {
     "p": 0.06538808345794678,
     "m": 0.9989157915115356
    },
    {
     "p": 0.05708899721503258,
     "m": 0.7169029116630554
    },
    {
     "p": 0.06611368060112,
     "m": 0.8414281606674194
    },
    {
     "p": 0.31844234466552734,
     "m": 0.167530357837677
    },
    {
     "p": 0.07259874790906906,
     "m": 1.0
    },
    {
     "p": 0.22020769119262695,
     "m": 1.0
    },
    {
     "p": 0.0012407259782776237,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.5902729034423828,
   "val_loss": 1.1398571729660034,
   "acc": 60.71,
   "time": 238.8242543649394,
   "param": [
    {
     "p": 0.09744241088628769,
     "m": 1.0
    },
    {
     "p": 0.002165534533560276,
     "m": 1.0
    },
    {
     "p": 0.04195499047636986,
     "m": 1.0
    },
    {
     "p": 0.009706767275929451,
     "m": 0.6026130318641663
    },
    {
     "p": 0.017155379056930542,
     "m": 0.923728883266449
    },
    {
     "p": 0.0025439260061830282,
     "m": 0.9767799973487854
    },
    {
     "p": 0.09379603713750839,
     "m": 0.4715205132961273
    },
    {
     "p": 0.05529976263642311,
     "m": 0.9860787987709045
    },
    {
     "p": 0.03786579519510269,
     "m": 0.7014103531837463
    },
    {
     "p": 0.0905756875872612,
     "m": 0.858734130859375
    },
    {
     "p": 0.277711421251297,
     "m": 0.13519947230815887
    },
    {
     "p": 0.08984551578760147,
     "m": 1.0
    },
    {
     "p": 0.16667725145816803,
     "m": 1.0
    },
    {
     "p": 0.01725952886044979,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.5301302671432495,
   "val_loss": 1.0823426246643066,
   "acc": 61.52,
   "time": 233.39745857892558,
   "param": [
    {
     "p": 0.11032017320394516,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06434667110443115,
     "m": 1.0
    },
    {
     "p": 0.008252116851508617,
     "m": 0.5820914506912231
    },
    {
     "p": 0.01474270224571228,
     "m": 0.9426321983337402
    },
    {
     "p": 0.014178005047142506,
     "m": 0.9750437140464783
    },
    {
     "p": 0.09501830488443375,
     "m": 0.48206087946891785
    },
    {
     "p": 0.04381391778588295,
     "m": 0.9685438275337219
    },
    {
     "p": 0.029208868741989136,
     "m": 0.693880558013916
    },
    {
     "p": 0.10543491691350937,
     "m": 0.8639629483222961
    },
    {
     "p": 0.2462138682603836,
     "m": 0.11321040987968445
    },
    {
     "p": 0.09806838631629944,
     "m": 1.0
    },
    {
     "p": 0.13842427730560303,
     "m": 1.0
    },
    {
     "p": 0.031977735459804535,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.214124083518982,
   "val_loss": 1.1216974258422852,
   "acc": 61.34,
   "time": 225.36665717000142,
   "param": [
    {
     "p": 0.11215728521347046,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07232188433408737,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.557704508304596
    },
    {
     "p": 0.0,
     "m": 0.9211012125015259
    },
    {
     "p": 0.009303086437284946,
     "m": 0.9989995360374451
    },
    {
     "p": 0.10735762119293213,
     "m": 0.5022876262664795
    },
    {
     "p": 0.03917476162314415,
     "m": 0.9835749864578247
    },
    {
     "p": 0.029013872146606445,
     "m": 0.6937981247901917
    },
    {
     "p": 0.11607608944177628,
     "m": 0.8657635450363159
    },
    {
     "p": 0.2459913045167923,
     "m": 0.10182242095470428
    },
    {
     "p": 0.10761629790067673,
     "m": 1.0
    },
    {
     "p": 0.13553498685359955,
     "m": 1.0
    },
    {
     "p": 0.025452781468629837,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.521759271621704,
   "val_loss": 1.1661908626556396,
   "acc": 61.19,
   "time": 238.05880809295923,
   "param": [
    {
     "p": 0.10269745439291,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06962253898382187,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5258808732032776
    },
    {
     "p": 0.0,
     "m": 0.9433459639549255
    },
    {
     "p": 0.011091413907706738,
     "m": 1.0
    },
    {
     "p": 0.11978399008512497,
     "m": 0.49541139602661133
    },
    {
     "p": 0.027551619336009026,
     "m": 0.9968478679656982
    },
    {
     "p": 0.0355263277888298,
     "m": 0.6938647627830505
    },
    {
     "p": 0.1236359179019928,
     "m": 0.8525771498680115
    },
    {
     "p": 0.2499876767396927,
     "m": 0.11124904453754425
    },
    {
     "p": 0.11944391578435898,
     "m": 1.0
    },
    {
     "p": 0.1274438053369522,
     "m": 1.0
    },
    {
     "p": 0.013215328566730022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.3777958154678345,
   "val_loss": 1.193519949913025,
   "acc": 62.49,
   "time": 233.80601367680356,
   "param": [
    {
     "p": 0.09442422538995743,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07143905758857727,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5210962295532227
    },
    {
     "p": 0.0,
     "m": 0.972978949546814
    },
    {
     "p": 0.0006782329874113202,
     "m": 1.0
    },
    {
     "p": 0.12012510746717453,
     "m": 0.5283509492874146
    },
    {
     "p": 0.02483956702053547,
     "m": 0.980838418006897
    },
    {
     "p": 0.03738641366362572,
     "m": 0.7032307982444763
    },
    {
     "p": 0.13540789484977722,
     "m": 0.8570690751075745
    },
    {
     "p": 0.25254470109939575,
     "m": 0.1447778344154358
    },
    {
     "p": 0.13293829560279846,
     "m": 1.0
    },
    {
     "p": 0.13021652400493622,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.3397420644760132,
   "val_loss": 1.1906439065933228,
   "acc": 61.75,
   "time": 237.38017204613425,
   "param": [
    {
     "p": 0.0888235941529274,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08087765425443649,
     "m": 1.0
    },
    {
     "p": 0.0005916308728046715,
     "m": 0.5158846378326416
    },
    {
     "p": 0.0,
     "m": 0.9723840951919556
    },
    {
     "p": 0.005064067430794239,
     "m": 0.9987533092498779
    },
    {
     "p": 0.11468540877103806,
     "m": 0.5544835925102234
    },
    {
     "p": 0.030579956248402596,
     "m": 0.9618685245513916
    },
    {
     "p": 0.03417830541729927,
     "m": 0.7010572552680969
    },
    {
     "p": 0.13975751399993896,
     "m": 0.884300947189331
    },
    {
     "p": 0.2473064363002777,
     "m": 0.15749162435531616
    },
    {
     "p": 0.13401833176612854,
     "m": 1.0
    },
    {
     "p": 0.12411714345216751,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.301629662513733,
   "val_loss": 0.9598580598831177,
   "acc": 62.22,
   "time": 236.42471184092574,
   "param": [
    {
     "p": 0.08514394611120224,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07934127748012543,
     "m": 1.0
    },
    {
     "p": 0.005720297805964947,
     "m": 0.5012131929397583
    },
    {
     "p": 0.0,
     "m": 0.9679964780807495
    },
    {
     "p": 0.03350256755948067,
     "m": 0.9896122813224792
    },
    {
     "p": 0.1055915430188179,
     "m": 0.5411290526390076
    },
    {
     "p": 0.03255682438611984,
     "m": 0.9547898173332214
    },
    {
     "p": 0.030762167647480965,
     "m": 0.713412344455719
    },
    {
     "p": 0.14788128435611725,
     "m": 0.9036313891410828
    },
    {
     "p": 0.2434583604335785,
     "m": 0.14978265762329102
    },
    {
     "p": 0.12106893211603165,
     "m": 1.0
    },
    {
     "p": 0.11497286707162857,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.4385665655136108,
   "val_loss": 1.0650413036346436,
   "acc": 62.07,
   "time": 238.08553822617978,
   "param": [
    {
     "p": 0.08036618679761887,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07758526504039764,
     "m": 1.0
    },
    {
     "p": 0.003425216069445014,
     "m": 0.5101856589317322
    },
    {
     "p": 0.0,
     "m": 0.9574283957481384
    },
    {
     "p": 0.046015847474336624,
     "m": 0.9937514662742615
    },
    {
     "p": 0.09890501946210861,
     "m": 0.5261545777320862
    },
    {
     "p": 0.02177431806921959,
     "m": 0.9369363784790039
    },
    {
     "p": 0.015694625675678253,
     "m": 0.7264280915260315
    },
    {
     "p": 0.16117750108242035,
     "m": 0.9061233401298523
    },
    {
     "p": 0.2538643479347229,
     "m": 0.1308317929506302
    },
    {
     "p": 0.12570644915103912,
     "m": 1.0
    },
    {
     "p": 0.11548519879579544,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.4026538133621216,
   "val_loss": 1.0755951404571533,
   "acc": 62.09,
   "time": 229.40577250393108,
   "param": [
    {
     "p": 0.075289286673069,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07393921166658401,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.5088877081871033
    },
    {
     "p": 0.0,
     "m": 0.9561395049095154
    },
    {
     "p": 0.04327596724033356,
     "m": 0.9918249249458313
    },
    {
     "p": 0.08830250799655914,
     "m": 0.49107789993286133
    },
    {
     "p": 0.0,
     "m": 0.948844850063324
    },
    {
     "p": 0.0,
     "m": 0.7306627035140991
    },
    {
     "p": 0.1883275955915451,
     "m": 0.9078276753425598
    },
    {
     "p": 0.2939049005508423,
     "m": 0.1319175362586975
    },
    {
     "p": 0.13082803785800934,
     "m": 1.0
    },
    {
     "p": 0.10613247007131577,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.3680070638656616,
   "val_loss": 1.1455386877059937,
   "acc": 62.73,
   "time": 231.72259389609098,
   "param": [
    {
     "p": 0.07876356691122055,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.06674285978078842,
     "m": 1.0
    },
    {
     "p": 0.0004699065466411412,
     "m": 0.5194903612136841
    },
    {
     "p": 0.0,
     "m": 0.9755608439445496
    },
    {
     "p": 0.045059967786073685,
     "m": 0.9652000665664673
    },
    {
     "p": 0.0731760710477829,
     "m": 0.47291040420532227
    },
    {
     "p": 0.0031862694304436445,
     "m": 0.9680253267288208
    },
    {
     "p": 0.000691821041982621,
     "m": 0.7220393419265747
    },
    {
     "p": 0.19070516526699066,
     "m": 0.8914834856987
    },
    {
     "p": 0.3111383020877838,
     "m": 0.11366844177246094
    },
    {
     "p": 0.1329267919063568,
     "m": 1.0
    },
    {
     "p": 0.09713931381702423,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.2810461521148682,
   "val_loss": 1.0500991344451904,
   "acc": 62.79,
   "time": 236.56620464404114,
   "param": [
    {
     "p": 0.08844538033008575,
     "m": 1.0
    },
    {
     "p": 0.004573778714984655,
     "m": 1.0
    },
    {
     "p": 0.07857590913772583,
     "m": 1.0
    },
    {
     "p": 0.01838170923292637,
     "m": 0.5064955353736877
    },
    {
     "p": 0.014087913557887077,
     "m": 1.0
    },
    {
     "p": 0.04994915425777435,
     "m": 0.9609302282333374
    },
    {
     "p": 0.06156296655535698,
     "m": 0.47557199001312256
    },
    {
     "p": 0.02129976637661457,
     "m": 0.9771446585655212
    },
    {
     "p": 0.02384096570312977,
     "m": 0.740617036819458
    },
    {
     "p": 0.1600843220949173,
     "m": 0.8512383699417114
    },
    {
     "p": 0.2525724172592163,
     "m": 0.10335947573184967
    },
    {
     "p": 0.11771352589130402,
     "m": 1.0
    },
    {
     "p": 0.09400283545255661,
     "m": 1.0
    },
    {
     "p": 0.014909394085407257,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.478371262550354,
   "val_loss": 1.0859620571136475,
   "acc": 62.63,
   "time": 236.0513066048734,
   "param": [
    {
     "p": 0.08910219371318817,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09324929863214493,
     "m": 1.0
    },
    {
     "p": 0.02630595490336418,
     "m": 0.487383633852005
    },
    {
     "p": 0.01821766421198845,
     "m": 1.0
    },
    {
     "p": 0.05682789534330368,
     "m": 0.9564733505249023
    },
    {
     "p": 0.055861812084913254,
     "m": 0.48290497064590454
    },
    {
     "p": 0.03687454015016556,
     "m": 0.9925472736358643
    },
    {
     "p": 0.03577718883752823,
     "m": 0.7543744444847107
    },
    {
     "p": 0.1442737728357315,
     "m": 0.8409141898155212
    },
    {
     "p": 0.22552478313446045,
     "m": 0.10973714292049408
    },
    {
     "p": 0.10737045854330063,
     "m": 1.0
    },
    {
     "p": 0.10650744289159775,
     "m": 1.0
    },
    {
     "p": 0.0041070012375712395,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.3486357927322388,
   "val_loss": 1.0237175226211548,
   "acc": 63.27,
   "time": 237.57366387406364,
   "param": [
    {
     "p": 0.09240903705358505,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1039704754948616,
     "m": 1.0
    },
    {
     "p": 0.03323368728160858,
     "m": 0.49532350897789
    },
    {
     "p": 0.016674084588885307,
     "m": 0.9987836480140686
    },
    {
     "p": 0.05402248352766037,
     "m": 0.9634232521057129
    },
    {
     "p": 0.06550998985767365,
     "m": 0.49778684973716736
    },
    {
     "p": 0.04813555255532265,
     "m": 1.0
    },
    {
     "p": 0.05057248845696449,
     "m": 0.7797942161560059
    },
    {
     "p": 0.13064922392368317,
     "m": 0.8469727635383606
    },
    {
     "p": 0.19107958674430847,
     "m": 0.13019683957099915
    },
    {
     "p": 0.09511551260948181,
     "m": 0.9995206594467163
    },
    {
     "p": 0.1186278909444809,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.324487566947937,
   "val_loss": 1.1138980388641357,
   "acc": 63.07,
   "time": 234.73583277501166,
   "param": [
    {
     "p": 0.0967041403055191,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13002914190292358,
     "m": 1.0
    },
    {
     "p": 0.039845746010541916,
     "m": 0.4558544158935547
    },
    {
     "p": 0.014690965414047241,
     "m": 0.9918009638786316
    },
    {
     "p": 0.039937447756528854,
     "m": 0.9934283494949341
    },
    {
     "p": 0.07312177866697311,
     "m": 0.4971732497215271
    },
    {
     "p": 0.03747500851750374,
     "m": 1.0
    },
    {
     "p": 0.0701540932059288,
     "m": 0.8019191026687622
    },
    {
     "p": 0.12176752090454102,
     "m": 0.8534640073776245
    },
    {
     "p": 0.1750147044658661,
     "m": 0.13547071814537048
    },
    {
     "p": 0.08433161675930023,
     "m": 1.0
    },
    {
     "p": 0.11692789196968079,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.347150444984436,
   "val_loss": 1.1428914070129395,
   "acc": 62.21,
   "time": 231.47883877786808,
   "param": [
    {
     "p": 0.08888815343379974,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1475616991519928,
     "m": 1.0
    },
    {
     "p": 0.029499243944883347,
     "m": 0.4080420434474945
    },
    {
     "p": 0.013008741661906242,
     "m": 1.0
    },
    {
     "p": 0.019877908751368523,
     "m": 0.987992525100708
    },
    {
     "p": 0.0830795168876648,
     "m": 0.4907727837562561
    },
    {
     "p": 0.018146026879549026,
     "m": 0.99700927734375
    },
    {
     "p": 0.08131466060876846,
     "m": 0.8006948232650757
    },
    {
     "p": 0.13448719680309296,
     "m": 0.8596721887588501
    },
    {
     "p": 0.1974392980337143,
     "m": 0.13488751649856567
    },
    {
     "p": 0.07105419784784317,
     "m": 1.0
    },
    {
     "p": 0.11564335227012634,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.3985778093338013,
   "val_loss": 1.0276594161987305,
   "acc": 63.72,
   "time": 236.83358054910786,
   "param": [
    {
     "p": 0.08544833958148956,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14984481036663055,
     "m": 1.0
    },
    {
     "p": 0.025760812684893608,
     "m": 0.3726431429386139
    },
    {
     "p": 0.007360283751040697,
     "m": 0.9967412948608398
    },
    {
     "p": 0.014417785219848156,
     "m": 0.9700345396995544
    },
    {
     "p": 0.08486337214708328,
     "m": 0.4916762411594391
    },
    {
     "p": 0.011813219636678696,
     "m": 0.9791971445083618
    },
    {
     "p": 0.08764563500881195,
     "m": 0.7846354842185974
    },
    {
     "p": 0.13825204968452454,
     "m": 0.8433324694633484
    },
    {
     "p": 0.22900919616222382,
     "m": 0.12170130014419556
    },
    {
     "p": 0.04780320078134537,
     "m": 1.0
    },
    {
     "p": 0.11778133362531662,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.4741276502609253,
   "val_loss": 0.9709618091583252,
   "acc": 63.68,
   "time": 237.00887682987377,
   "param": [
    {
     "p": 0.08691711723804474,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1522367000579834,
     "m": 1.0
    },
    {
     "p": 0.021831056103110313,
     "m": 0.31805697083473206
    },
    {
     "p": 0.0029384077060967684,
     "m": 0.999107301235199
    },
    {
     "p": 0.0,
     "m": 0.9555588960647583
    },
    {
     "p": 0.07441443204879761,
     "m": 0.4975234568119049
    },
    {
     "p": 0.0,
     "m": 0.9650858640670776
    },
    {
     "p": 0.097174271941185,
     "m": 0.7381944060325623
    },
    {
     "p": 0.12674471735954285,
     "m": 0.840643048286438
    },
    {
     "p": 0.2655249536037445,
     "m": 0.07809434086084366
    },
    {
     "p": 0.04330460727214813,
     "m": 1.0
    },
    {
     "p": 0.1289137303829193,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.3844234943389893,
   "val_loss": 0.9860190749168396,
   "acc": 64.09,
   "time": 236.55051302793436,
   "param": [
    {
     "p": 0.08327624946832657,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14830932021141052,
     "m": 1.0
    },
    {
     "p": 0.02942710928618908,
     "m": 0.2914126515388489
    },
    {
     "p": 0.022399723529815674,
     "m": 0.9901047945022583
    },
    {
     "p": 0.01620721071958542,
     "m": 0.9633183479309082
    },
    {
     "p": 0.06835572421550751,
     "m": 0.48409193754196167
    },
    {
     "p": 0.0,
     "m": 0.9483844041824341
    },
    {
     "p": 0.10555129498243332,
     "m": 0.7358095049858093
    },
    {
     "p": 0.10843078792095184,
     "m": 0.844139575958252
    },
    {
     "p": 0.23494067788124084,
     "m": 0.04544912651181221
    },
    {
     "p": 0.044963426887989044,
     "m": 1.0
    },
    {
     "p": 0.13390818238258362,
     "m": 1.0
    },
    {
     "p": 0.004230353515595198,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.258704423904419,
   "val_loss": 0.9416639804840088,
   "acc": 65.04,
   "time": 237.77024851902388,
   "param": [
    {
     "p": 0.07535646855831146,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1480279266834259,
     "m": 1.0
    },
    {
     "p": 0.025700243189930916,
     "m": 0.3022621273994446
    },
    {
     "p": 0.029278531670570374,
     "m": 0.9428123235702515
    },
    {
     "p": 0.027210868895053864,
     "m": 0.9804028868675232
    },
    {
     "p": 0.05921057239174843,
     "m": 0.467526912689209
    },
    {
     "p": 0.0014973485376685858,
     "m": 0.9140141606330872
    },
    {
     "p": 0.10817905515432358,
     "m": 0.7441409230232239
    },
    {
     "p": 0.09485670924186707,
     "m": 0.8512715697288513
    },
    {
     "p": 0.22486771643161774,
     "m": 0.04195554926991463
    },
    {
     "p": 0.05731537565588951,
     "m": 1.0
    },
    {
     "p": 0.14595912396907806,
     "m": 1.0
    },
    {
     "p": 0.0025401103775948286,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.44729745388031,
   "val_loss": 1.0283048152923584,
   "acc": 64.32,
   "time": 233.12546066800132,
   "param": [
    {
     "p": 0.0709368884563446,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.14161019027233124,
     "m": 1.0
    },
    {
     "p": 0.027646273374557495,
     "m": 0.33100780844688416
    },
    {
     "p": 0.026166832074522972,
     "m": 0.9283512234687805
    },
    {
     "p": 0.03285157307982445,
     "m": 0.9892052412033081
    },
    {
     "p": 0.05478007718920708,
     "m": 0.474132239818573
    },
    {
     "p": 0.0039288061670959,
     "m": 0.9002091288566589
    },
    {
     "p": 0.0996381938457489,
     "m": 0.7358138561248779
    },
    {
     "p": 0.09124733507633209,
     "m": 0.8500556945800781
    },
    {
     "p": 0.22439886629581451,
     "m": 0.0033966158516705036
    },
    {
     "p": 0.06451047211885452,
     "m": 1.0
    },
    {
     "p": 0.15457527339458466,
     "m": 1.0
    },
    {
     "p": 0.007709243800491095,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.6011193990707397,
   "val_loss": 1.0053385496139526,
   "acc": 65.05,
   "time": 236.24260742403567,
   "param": [
    {
     "p": 0.06836196035146713,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13019269704818726,
     "m": 1.0
    },
    {
     "p": 0.03380787372589111,
     "m": 0.35136857628822327
    },
    {
     "p": 0.025218389928340912,
     "m": 0.9355841279029846
    },
    {
     "p": 0.039852794259786606,
     "m": 0.9918131232261658
    },
    {
     "p": 0.05104416608810425,
     "m": 0.48621606826782227
    },
    {
     "p": 0.018911024555563927,
     "m": 0.8876755833625793
    },
    {
     "p": 0.09367604553699493,
     "m": 0.7224819660186768
    },
    {
     "p": 0.08327384293079376,
     "m": 0.8583715558052063
    },
    {
     "p": 0.22749681770801544,
     "m": 0.002849246608093381
    },
    {
     "p": 0.06503769010305405,
     "m": 1.0
    },
    {
     "p": 0.14596077799797058,
     "m": 1.0
    },
    {
     "p": 0.01716582663357258,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.670562982559204,
   "val_loss": 1.0648977756500244,
   "acc": 65.29,
   "time": 237.12115398584865,
   "param": [
    {
     "p": 0.07047608494758606,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12633252143859863,
     "m": 1.0
    },
    {
     "p": 0.037840716540813446,
     "m": 0.34171783924102783
    },
    {
     "p": 0.035854093730449677,
     "m": 0.9652228951454163
    },
    {
     "p": 0.04758455976843834,
     "m": 0.9991670250892639
    },
    {
     "p": 0.05547957867383957,
     "m": 0.45585566759109497
    },
    {
     "p": 0.018412776291370392,
     "m": 0.875488817691803
    },
    {
     "p": 0.08298491686582565,
     "m": 0.6945715546607971
    },
    {
     "p": 0.06901100277900696,
     "m": 0.87993323802948
    },
    {
     "p": 0.2344304621219635,
     "m": 0.008007473312318325
    },
    {
     "p": 0.07016778737306595,
     "m": 1.0
    },
    {
     "p": 0.1353302150964737,
     "m": 1.0
    },
    {
     "p": 0.016095278784632683,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.4058297872543335,
   "val_loss": 1.0123586654663086,
   "acc": 64.26,
   "time": 232.61376883205958,
   "param": [
    {
     "p": 0.068909652531147,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1209394782781601,
     "m": 1.0
    },
    {
     "p": 0.035390280187129974,
     "m": 0.34044861793518066
    },
    {
     "p": 0.04532407224178314,
     "m": 0.9928457736968994
    },
    {
     "p": 0.05073641985654831,
     "m": 0.9865658283233643
    },
    {
     "p": 0.04902315139770508,
     "m": 0.39516162872314453
    },
    {
     "p": 0.010546541772782803,
     "m": 0.8755617141723633
    },
    {
     "p": 0.08506183326244354,
     "m": 0.6900954246520996
    },
    {
     "p": 0.06478514522314072,
     "m": 0.9199838042259216
    },
    {
     "p": 0.25859877467155457,
     "m": 0.0
    },
    {
     "p": 0.06037662923336029,
     "m": 1.0
    },
    {
     "p": 0.13994048535823822,
     "m": 1.0
    },
    {
     "p": 0.010367514565587044,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.5872431993484497,
   "val_loss": 0.946867823600769,
   "acc": 65.32,
   "time": 234.91020719707012,
   "param": [
    {
     "p": 0.0676782876253128,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12840229272842407,
     "m": 1.0
    },
    {
     "p": 0.026817096397280693,
     "m": 0.352805495262146
    },
    {
     "p": 0.04827749729156494,
     "m": 0.9832274913787842
    },
    {
     "p": 0.04462948068976402,
     "m": 1.0
    },
    {
     "p": 0.0358431302011013,
     "m": 0.3441917598247528
    },
    {
     "p": 0.005239141173660755,
     "m": 0.8781936168670654
    },
    {
     "p": 0.08666975051164627,
     "m": 0.6883623600006104
    },
    {
     "p": 0.05369815602898598,
     "m": 0.9570029973983765
    },
    {
     "p": 0.285459041595459,
     "m": 0.0
    },
    {
     "p": 0.06104682758450508,
     "m": 1.0
    },
    {
     "p": 0.1554998755455017,
     "m": 1.0
    },
    {
     "p": 0.00073943508323282,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.5367169380187988,
   "val_loss": 0.8644528388977051,
   "acc": 65.19,
   "time": 237.96313152695075,
   "param": [
    {
     "p": 0.05577700212597847,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12852606177330017,
     "m": 1.0
    },
    {
     "p": 0.02173670195043087,
     "m": 0.36391982436180115
    },
    {
     "p": 0.036312781274318695,
     "m": 0.9999796152114868
    },
    {
     "p": 0.04139324277639389,
     "m": 1.0
    },
    {
     "p": 0.03174395114183426,
     "m": 0.34848323464393616
    },
    {
     "p": 0.007552853785455227,
     "m": 0.87538743019104
    },
    {
     "p": 0.08419165760278702,
     "m": 0.7105933427810669
    },
    {
     "p": 0.05021126940846443,
     "m": 0.9763728380203247
    },
    {
     "p": 0.30142390727996826,
     "m": 0.0
    },
    {
     "p": 0.07975219935178757,
     "m": 1.0
    },
    {
     "p": 0.1585450917482376,
     "m": 1.0
    },
    {
     "p": 0.0028333256486803293,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.5815001726150513,
   "val_loss": 0.9781589508056641,
   "acc": 65.47,
   "time": 237.4789485919755,
   "param": [
    {
     "p": 0.053922705352306366,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12252911180257797,
     "m": 1.0
    },
    {
     "p": 0.025631114840507507,
     "m": 0.3646923303604126
    },
    {
     "p": 0.02760985866189003,
     "m": 1.0
    },
    {
     "p": 0.026636112481355667,
     "m": 0.9990010261535645
    },
    {
     "p": 0.025517774745821953,
     "m": 0.3447572886943817
    },
    {
     "p": 0.028865784406661987,
     "m": 0.8565319180488586
    },
    {
     "p": 0.08357470482587814,
     "m": 0.7351394891738892
    },
    {
     "p": 0.043713293969631195,
     "m": 0.9928996562957764
    },
    {
     "p": 0.29375630617141724,
     "m": 0.0
    },
    {
     "p": 0.10483810305595398,
     "m": 1.0
    },
    {
     "p": 0.163405179977417,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.7421520948410034,
   "val_loss": 1.0322675704956055,
   "acc": 65.6,
   "time": 237.3986720298417,
   "param": [
    {
     "p": 0.06419479846954346,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.1178002655506134,
     "m": 1.0
    },
    {
     "p": 0.020178118720650673,
     "m": 0.36365413665771484
    },
    {
     "p": 0.023469960317015648,
     "m": 1.0
    },
    {
     "p": 0.03029424138367176,
     "m": 0.9879446029663086
    },
    {
     "p": 0.004762706346809864,
     "m": 0.36253833770751953
    },
    {
     "p": 0.041629478335380554,
     "m": 0.8133180141448975
    },
    {
     "p": 0.07674003392457962,
     "m": 0.7515738010406494
    },
    {
     "p": 0.038080040365457535,
     "m": 0.9983489513397217
    },
    {
     "p": 0.30129748582839966,
     "m": 0.0
    },
    {
     "p": 0.1219741553068161,
     "m": 1.0
    },
    {
     "p": 0.15937539935112,
     "m": 1.0
    },
    {
     "p": 0.00020332747953943908,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.1977155208587646,
   "val_loss": 1.0371990203857422,
   "acc": 64.39,
   "time": 236.78754979092628,
   "param": [
    {
     "p": 0.06939315795898438,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10743992775678635,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 0.3633060157299042
    },
    {
     "p": 0.0010778229916468263,
     "m": 0.9999074339866638
    },
    {
     "p": 0.03360258787870407,
     "m": 0.9965715408325195
    },
    {
     "p": 0.0,
     "m": 0.394062876701355
    },
    {
     "p": 0.03263865038752556,
     "m": 0.7993270754814148
    },
    {
     "p": 0.08632349967956543,
     "m": 0.757660984992981
    },
    {
     "p": 0.0403340645134449,
     "m": 1.0
    },
    {
     "p": 0.3327754735946655,
     "m": 0.011328942142426968
    },
    {
     "p": 0.1277414858341217,
     "m": 1.0
    },
    {
     "p": 0.1686733514070511,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.3749821186065674,
   "val_loss": 0.9143816828727722,
   "acc": 64.82,
   "time": 237.2111182329245,
   "param": [
    {
     "p": 0.08028695732355118,
     "m": 1.0
    },
    {
     "p": 0.0034994445741176605,
     "m": 1.0
    },
    {
     "p": 0.09223766624927521,
     "m": 1.0
    },
    {
     "p": 0.014398549683392048,
     "m": 0.3712025582790375
    },
    {
     "p": 0.0066005755215883255,
     "m": 0.9997668266296387
    },
    {
     "p": 0.03627295792102814,
     "m": 0.9906477928161621
    },
    {
     "p": 0.0035190905909985304,
     "m": 0.40558236837387085
    },
    {
     "p": 0.04445395618677139,
     "m": 0.8067610263824463
    },
    {
     "p": 0.08151532709598541,
     "m": 0.7424511313438416
    },
    {
     "p": 0.05217006430029869,
     "m": 0.9977467656135559
    },
    {
     "p": 0.2996333837509155,
     "m": 0.0
    },
    {
     "p": 0.1119283065199852,
     "m": 1.0
    },
    {
     "p": 0.15231497585773468,
     "m": 1.0
    },
    {
     "p": 0.021168768405914307,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.5573397874832153,
   "val_loss": 1.0426692962646484,
   "acc": 64.86,
   "time": 235.0747120839078,
   "param": [
    {
     "p": 0.08583236485719681,
     "m": 1.0
    },
    {
     "p": 0.00680604949593544,
     "m": 1.0
    },
    {
     "p": 0.09185578674077988,
     "m": 1.0
    },
    {
     "p": 0.03101162239909172,
     "m": 0.3985210955142975
    },
    {
     "p": 0.016243215650320053,
     "m": 0.982805609703064
    },
    {
     "p": 0.031885504722595215,
     "m": 0.9699686169624329
    },
    {
     "p": 0.015168050304055214,
     "m": 0.39392900466918945
    },
    {
     "p": 0.05619550868868828,
     "m": 0.8209242224693298
    },
    {
     "p": 0.07392340153455734,
     "m": 0.729932963848114
    },
    {
     "p": 0.06913141906261444,
     "m": 0.9947376251220703
    },
    {
     "p": 0.2597239017486572,
     "m": 0.0
    },
    {
     "p": 0.09753438085317612,
     "m": 1.0
    },
    {
     "p": 0.12841786444187164,
     "m": 1.0
    },
    {
     "p": 0.03627091273665428,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.3118419647216797,
   "val_loss": 0.92183917760849,
   "acc": 66.17,
   "time": 236.0291019959841,
   "param": [
    {
     "p": 0.08770972490310669,
     "m": 1.0
    },
    {
     "p": 0.0019046037923544645,
     "m": 1.0
    },
    {
     "p": 0.08944762498140335,
     "m": 1.0
    },
    {
     "p": 0.040865376591682434,
     "m": 0.4185969829559326
    },
    {
     "p": 0.023703470826148987,
     "m": 0.9644711017608643
    },
    {
     "p": 0.028004417195916176,
     "m": 0.969119131565094
    },
    {
     "p": 0.020767763257026672,
     "m": 0.37145769596099854
    },
    {
     "p": 0.05481483414769173,
     "m": 0.7747161388397217
    },
    {
     "p": 0.07508818805217743,
     "m": 0.7350696325302124
    },
    {
     "p": 0.08645250648260117,
     "m": 0.9991431832313538
    },
    {
     "p": 0.2476484626531601,
     "m": 0.0
    },
    {
     "p": 0.08936398476362228,
     "m": 1.0
    },
    {
     "p": 0.11058193445205688,
     "m": 1.0
    },
    {
     "p": 0.04364714026451111,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.2694097757339478,
   "val_loss": 1.0685895681381226,
   "acc": 65.61,
   "time": 227.9282589161303,
   "param": [
    {
     "p": 0.08550874888896942,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08429364860057831,
     "m": 1.0
    },
    {
     "p": 0.047240935266017914,
     "m": 0.38572466373443604
    },
    {
     "p": 0.01779935508966446,
     "m": 0.9448968172073364
    },
    {
     "p": 0.02715173177421093,
     "m": 0.9515483975410461
    },
    {
     "p": 0.03588641434907913,
     "m": 0.35202300548553467
    },
    {
     "p": 0.03328605741262436,
     "m": 0.7516055107116699
    },
    {
     "p": 0.07516178488731384,
     "m": 0.749923825263977
    },
    {
     "p": 0.09944560378789902,
     "m": 0.9997777342796326
    },
    {
     "p": 0.24586760997772217,
     "m": 0.0
    },
    {
     "p": 0.09835497289896011,
     "m": 1.0
    },
    {
     "p": 0.10949927568435669,
     "m": 1.0
    },
    {
     "p": 0.0405038446187973,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.2499549388885498,
   "val_loss": 1.0558507442474365,
   "acc": 64.97,
   "time": 236.2234945811797,
   "param": [
    {
     "p": 0.08650971949100494,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07915139943361282,
     "m": 1.0
    },
    {
     "p": 0.037031274288892746,
     "m": 0.2688238322734833
    },
    {
     "p": 0.009632199071347713,
     "m": 0.8947479128837585
    },
    {
     "p": 0.04461882263422012,
     "m": 0.9205407500267029
    },
    {
     "p": 0.03457934036850929,
     "m": 0.33262887597084045
    },
    {
     "p": 0.02104771137237549,
     "m": 0.740771472454071
    },
    {
     "p": 0.07751600444316864,
     "m": 0.745998203754425
    },
    {
     "p": 0.10747691988945007,
     "m": 1.0
    },
    {
     "p": 0.26610854268074036,
     "m": 0.0
    },
    {
     "p": 0.11021984368562698,
     "m": 1.0
    },
    {
     "p": 0.09661184251308441,
     "m": 1.0
    },
    {
     "p": 0.02949639968574047,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.6717638969421387,
   "val_loss": 1.0178461074829102,
   "acc": 65.52,
   "time": 236.57404235913418,
   "param": [
    {
     "p": 0.07737412303686142,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07773878425359726,
     "m": 1.0
    },
    {
     "p": 0.026114117354154587,
     "m": 0.21264658868312836
    },
    {
     "p": 0.0,
     "m": 0.8852781653404236
    },
    {
     "p": 0.050009697675704956,
     "m": 0.8914549946784973
    },
    {
     "p": 0.012709083966910839,
     "m": 0.2977479100227356
    },
    {
     "p": 0.0,
     "m": 0.7543267011642456
    },
    {
     "p": 0.07641974091529846,
     "m": 0.7172324061393738
    },
    {
     "p": 0.11149280518293381,
     "m": 1.0
    },
    {
     "p": 0.33766138553619385,
     "m": 0.0
    },
    {
     "p": 0.11169695854187012,
     "m": 1.0
    },
    {
     "p": 0.09022768586874008,
     "m": 1.0
    },
    {
     "p": 0.028555620461702347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.4515148401260376,
   "val_loss": 0.9235648512840271,
   "acc": 65.93,
   "time": 235.00041124084964,
   "param": [
    {
     "p": 0.07733289152383804,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08429031819105148,
     "m": 1.0
    },
    {
     "p": 0.008856771513819695,
     "m": 0.18051253259181976
    },
    {
     "p": 0.003468177979812026,
     "m": 0.873135507106781
    },
    {
     "p": 0.04278060793876648,
     "m": 0.9117205142974854
    },
    {
     "p": 0.007674165070056915,
     "m": 0.25714319944381714
    },
    {
     "p": 0.00142959866207093,
     "m": 0.7716814875602722
    },
    {
     "p": 0.07349523901939392,
     "m": 0.7086055874824524
    },
    {
     "p": 0.10776405781507492,
     "m": 1.0
    },
    {
     "p": 0.37293514609336853,
     "m": 0.014514434151351452
    },
    {
     "p": 0.113432377576828,
     "m": 1.0
    },
    {
     "p": 0.0858970433473587,
     "m": 1.0
    },
    {
     "p": 0.0206435713917017,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.5289287567138672,
   "val_loss": 1.0720926523208618,
   "acc": 66.32,
   "time": 239.01008535502478,
   "param": [
    {
     "p": 0.08261831849813461,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.05994335934519768,
     "m": 1.0
    },
    {
     "p": 0.021806122735142708,
     "m": 0.16312681138515472
    },
    {
     "p": 0.018451062962412834,
     "m": 0.8717702627182007
    },
    {
     "p": 0.0473179891705513,
     "m": 0.9437514543533325
    },
    {
     "p": 0.038119032979011536,
     "m": 0.23155651986598969
    },
    {
     "p": 0.011280030943453312,
     "m": 0.7830968499183655
    },
    {
     "p": 0.07390917837619781,
     "m": 0.7205284833908081
    },
    {
     "p": 0.09306789934635162,
     "m": 1.0
    },
    {
     "p": 0.34054136276245117,
     "m": 0.0
    },
    {
     "p": 0.10648386180400848,
     "m": 1.0
    },
    {
     "p": 0.07482610642910004,
     "m": 1.0
    },
    {
     "p": 0.03163576498627663,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.3048381805419922,
   "val_loss": 0.9837816953659058,
   "acc": 66.86,
   "time": 237.0902994228527,
   "param": [
    {
     "p": 0.0725415050983429,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.03995838016271591,
     "m": 1.0
    },
    {
     "p": 0.022402727976441383,
     "m": 0.13934728503227234
    },
    {
     "p": 0.03289485722780228,
     "m": 0.8757597208023071
    },
    {
     "p": 0.049582064151763916,
     "m": 0.9109063744544983
    },
    {
     "p": 0.060202475637197495,
     "m": 0.21502651274204254
    },
    {
     "p": 0.02511434070765972,
     "m": 0.7661148309707642
    },
    {
     "p": 0.0710115060210228,
     "m": 0.7065079212188721
    },
    {
     "p": 0.08224475383758545,
     "m": 1.0
    },
    {
     "p": 0.34243348240852356,
     "m": 0.0
    },
    {
     "p": 0.10463493317365646,
     "m": 1.0
    },
    {
     "p": 0.06098306179046631,
     "m": 1.0
    },
    {
     "p": 0.03599592670798302,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.5796633958816528,
   "val_loss": 0.984042227268219,
   "acc": 65.81,
   "time": 237.1440236880444,
   "param": [
    {
     "p": 0.06626130640506744,
     "m": 1.0
    },
    {
     "p": 0.0015668554697185755,
     "m": 1.0
    },
    {
     "p": 0.04270582273602486,
     "m": 1.0
    },
    {
     "p": 0.02199080027639866,
     "m": 0.11649911105632782
    },
    {
     "p": 0.02603844366967678,
     "m": 0.8496963977813721
    },
    {
     "p": 0.0550936684012413,
     "m": 0.8905541300773621
    },
    {
     "p": 0.06809421628713608,
     "m": 0.2112182378768921
    },
    {
     "p": 0.02449287474155426,
     "m": 0.7462729215621948
    },
    {
     "p": 0.06582793593406677,
     "m": 0.6853549480438232
    },
    {
     "p": 0.060650430619716644,
     "m": 0.9975683689117432
    },
    {
     "p": 0.38846832513809204,
     "m": 0.0
    },
    {
     "p": 0.11213706433773041,
     "m": 0.9995765686035156
    },
    {
     "p": 0.04831390455365181,
     "m": 1.0
    },
    {
     "p": 0.01835835911333561,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.3081932067871094,
   "val_loss": 1.1427239179611206,
   "acc": 66.21,
   "time": 237.7338372489903,
   "param": [
    {
     "p": 0.05430303514003754,
     "m": 1.0
    },
    {
     "p": 0.014894538559019566,
     "m": 1.0
    },
    {
     "p": 0.055171918123960495,
     "m": 1.0
    },
    {
     "p": 0.04141629487276077,
     "m": 0.0407022200524807
    },
    {
     "p": 0.03956950828433037,
     "m": 0.7872632145881653
    },
    {
     "p": 0.0558633953332901,
     "m": 0.887143075466156
    },
    {
     "p": 0.060578230768442154,
     "m": 0.1973705291748047
    },
    {
     "p": 0.03252917528152466,
     "m": 0.7088996767997742
    },
    {
     "p": 0.07798290252685547,
     "m": 0.7161605358123779
    },
    {
     "p": 0.0562032088637352,
     "m": 0.9972758293151855
    },
    {
     "p": 0.32787764072418213,
     "m": 0.0
    },
    {
     "p": 0.1011495515704155,
     "m": 1.0
    },
    {
     "p": 0.05265742540359497,
     "m": 1.0
    },
    {
     "p": 0.029803065583109856,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.4036870002746582,
   "val_loss": 0.8439897894859314,
   "acc": 66.35,
   "time": 241.29125912697054,
   "param": [
    {
     "p": 0.055500809103250504,
     "m": 1.0
    },
    {
     "p": 0.020477527752518654,
     "m": 1.0
    },
    {
     "p": 0.06141086667776108,
     "m": 1.0
    },
    {
     "p": 0.04777830094099045,
     "m": 0.0
    },
    {
     "p": 0.05301126092672348,
     "m": 0.779656708240509
    },
    {
     "p": 0.05511981621384621,
     "m": 0.8604046106338501
    },
    {
     "p": 0.05696292221546173,
     "m": 0.21592861413955688
    },
    {
     "p": 0.05281917750835419,
     "m": 0.6607686877250671
    },
    {
     "p": 0.08609941601753235,
     "m": 0.7356293797492981
    },
    {
     "p": 0.06688056141138077,
     "m": 0.9881604909896851
    },
    {
     "p": 0.2621295750141144,
     "m": 0.003939016256481409
    },
    {
     "p": 0.08825927972793579,
     "m": 1.0
    },
    {
     "p": 0.053064532577991486,
     "m": 1.0
    },
    {
     "p": 0.0404859259724617,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.219799280166626,
   "val_loss": 0.9186045527458191,
   "acc": 65.59,
   "time": 232.2177483860869,
   "param": [
    {
     "p": 0.06122182682156563,
     "m": 1.0
    },
    {
     "p": 0.006104392930865288,
     "m": 1.0
    },
    {
     "p": 0.06985033303499222,
     "m": 1.0
    },
    {
     "p": 0.06249624490737915,
     "m": 0.0
    },
    {
     "p": 0.05122634023427963,
     "m": 0.8153896331787109
    },
    {
     "p": 0.06948966532945633,
     "m": 0.8583975434303284
    },
    {
     "p": 0.05359151214361191,
     "m": 0.19017253816127777
    },
    {
     "p": 0.06815478950738907,
     "m": 0.6041852831840515
    },
    {
     "p": 0.08014272898435593,
     "m": 0.7294039726257324
    },
    {
     "p": 0.07751736789941788,
     "m": 0.989081084728241
    },
    {
     "p": 0.25141650438308716,
     "m": 0.016652416437864304
    },
    {
     "p": 0.07015684992074966,
     "m": 1.0
    },
    {
     "p": 0.04742943495512009,
     "m": 1.0
    },
    {
     "p": 0.031201981008052826,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.2514773607254028,
   "val_loss": 1.0439233779907227,
   "acc": 66.51,
   "time": 233.88201507204212,
   "param": [
    {
     "p": 0.06309748440980911,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07743100821971893,
     "m": 1.0
    },
    {
     "p": 0.07282393425703049,
     "m": 0.0
    },
    {
     "p": 0.0410228967666626,
     "m": 0.8196923732757568
    },
    {
     "p": 0.08107899129390717,
     "m": 0.867657482624054
    },
    {
     "p": 0.05441766977310181,
     "m": 0.18645496666431427
    },
    {
     "p": 0.07936330139636993,
     "m": 0.5682311058044434
    },
    {
     "p": 0.07622803747653961,
     "m": 0.7340196967124939
    },
    {
     "p": 0.09484667330980301,
     "m": 0.9924129247665405
    },
    {
     "p": 0.24781084060668945,
     "m": 0.03582799434661865
    },
    {
     "p": 0.05892069265246391,
     "m": 1.0
    },
    {
     "p": 0.03364264965057373,
     "m": 1.0
    },
    {
     "p": 0.019315827637910843,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.9841413497924805,
   "val_loss": 1.1082537174224854,
   "acc": 65.79,
   "time": 238.3425172579009,
   "param": [
    {
     "p": 0.06378503143787384,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07816897332668304,
     "m": 1.0
    },
    {
     "p": 0.09127061814069748,
     "m": 0.0
    },
    {
     "p": 0.023814929649233818,
     "m": 0.8066869378089905
    },
    {
     "p": 0.07601273059844971,
     "m": 0.8673413395881653
    },
    {
     "p": 0.046442676335573196,
     "m": 0.16156798601150513
    },
    {
     "p": 0.0697004422545433,
     "m": 0.5502510666847229
    },
    {
     "p": 0.09138542413711548,
     "m": 0.7478261590003967
    },
    {
     "p": 0.11391432583332062,
     "m": 1.0
    },
    {
     "p": 0.2705991864204407,
     "m": 0.05429510027170181
    },
    {
     "p": 0.05183735117316246,
     "m": 1.0
    },
    {
     "p": 0.023068254813551903,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.2208280563354492,
   "val_loss": 1.0077109336853027,
   "acc": 66.78,
   "time": 236.62880755402148,
   "param": [
    {
     "p": 0.05378133803606033,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07226380705833435,
     "m": 1.0
    },
    {
     "p": 0.10436668246984482,
     "m": 0.0
    },
    {
     "p": 0.006602570414543152,
     "m": 0.8051020503044128
    },
    {
     "p": 0.05503031983971596,
     "m": 0.8796646595001221
    },
    {
     "p": 0.03407386317849159,
     "m": 0.1298922300338745
    },
    {
     "p": 0.04851400479674339,
     "m": 0.4968535006046295
    },
    {
     "p": 0.11214741319417953,
     "m": 0.746908962726593
    },
    {
     "p": 0.1301630437374115,
     "m": 0.9986117482185364
    },
    {
     "p": 0.28022634983062744,
     "m": 0.059116024523973465
    },
    {
     "p": 0.05909115448594093,
     "m": 1.0
    },
    {
     "p": 0.043739479035139084,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.0725346803665161,
   "val_loss": 0.9421930313110352,
   "acc": 65.89,
   "time": 239.4333759760484,
   "param": [
    {
     "p": 0.05593396723270416,
     "m": 1.0
    },
    {
     "p": 0.0011907621519640088,
     "m": 1.0
    },
    {
     "p": 0.05503503233194351,
     "m": 1.0
    },
    {
     "p": 0.10437078028917313,
     "m": 0.0143398717045784
    },
    {
     "p": 0.0,
     "m": 0.7912400960922241
    },
    {
     "p": 0.046466194093227386,
     "m": 0.8853500485420227
    },
    {
     "p": 0.02150583639740944,
     "m": 0.09816484898328781
    },
    {
     "p": 0.026387644931674004,
     "m": 0.45460349321365356
    },
    {
     "p": 0.11982540041208267,
     "m": 0.7521745562553406
    },
    {
     "p": 0.1357467621564865,
     "m": 1.0
    },
    {
     "p": 0.30977344512939453,
     "m": 0.06401095539331436
    },
    {
     "p": 0.059840429574251175,
     "m": 1.0
    },
    {
     "p": 0.05353187024593353,
     "m": 1.0
    },
    {
     "p": 0.010391811840236187,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.3695825338363647,
   "val_loss": 0.9182539582252502,
   "acc": 67.16,
   "time": 238.37415859801695,
   "param": [
    {
     "p": 0.07557418942451477,
     "m": 1.0
    },
    {
     "p": 0.002720278687775135,
     "m": 1.0
    },
    {
     "p": 0.05133604630827904,
     "m": 1.0
    },
    {
     "p": 0.10359981656074524,
     "m": 0.0
    },
    {
     "p": 0.00020244681218173355,
     "m": 0.7567179203033447
    },
    {
     "p": 0.023514114320278168,
     "m": 0.8939934968948364
    },
    {
     "p": 0.013936081901192665,
     "m": 0.023825209587812424
    },
    {
     "p": 0.025832610204815865,
     "m": 0.4163794219493866
    },
    {
     "p": 0.12771540880203247,
     "m": 0.7661014199256897
    },
    {
     "p": 0.12895098328590393,
     "m": 0.9925380349159241
    },
    {
     "p": 0.32816553115844727,
     "m": 0.057366080582141876
    },
    {
     "p": 0.05287240445613861,
     "m": 1.0
    },
    {
     "p": 0.06485438346862793,
     "m": 1.0
    },
    {
     "p": 0.0007257441175170243,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.347780704498291,
   "val_loss": 0.9787523746490479,
   "acc": 67.29,
   "time": 237.2842413019389,
   "param": [
    {
     "p": 0.08341093361377716,
     "m": 1.0
    },
    {
     "p": 0.005021735560148954,
     "m": 1.0
    },
    {
     "p": 0.05540316924452782,
     "m": 1.0
    },
    {
     "p": 0.09779182821512222,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.7297348380088806
    },
    {
     "p": 0.015415630303323269,
     "m": 0.9141938090324402
    },
    {
     "p": 0.005269147455692291,
     "m": 0.0
    },
    {
     "p": 0.028820468112826347,
     "m": 0.3677031099796295
    },
    {
     "p": 0.11846841126680374,
     "m": 0.7532845139503479
    },
    {
     "p": 0.12074092030525208,
     "m": 1.0
    },
    {
     "p": 0.34643852710723877,
     "m": 0.04546479135751724
    },
    {
     "p": 0.04664669930934906,
     "m": 1.0
    },
    {
     "p": 0.07441756874322891,
     "m": 1.0
    },
    {
     "p": 0.0021549630910158157,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.1568938493728638,
   "val_loss": 0.8117746114730835,
   "acc": 66.5,
   "time": 237.11737726209685,
   "param": [
    {
     "p": 0.0734332874417305,
     "m": 1.0
    },
    {
     "p": 0.00014094446669332683,
     "m": 1.0
    },
    {
     "p": 0.06544619053602219,
     "m": 1.0
    },
    {
     "p": 0.089232437312603,
     "m": 0.00916232354938984
    },
    {
     "p": 0.014142964035272598,
     "m": 0.7156965136528015
    },
    {
     "p": 0.022519687190651894,
     "m": 0.9413951635360718
    },
    {
     "p": 0.01289437897503376,
     "m": 0.0
    },
    {
     "p": 0.027314482256770134,
     "m": 0.36840078234672546
    },
    {
     "p": 0.10631608963012695,
     "m": 0.7553074359893799
    },
    {
     "p": 0.10286250710487366,
     "m": 0.9994296431541443
    },
    {
     "p": 0.35490769147872925,
     "m": 0.04889262467622757
    },
    {
     "p": 0.04505034536123276,
     "m": 0.999371349811554
    },
    {
     "p": 0.07689349353313446,
     "m": 1.0
    },
    {
     "p": 0.008845536969602108,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.2525908946990967,
   "val_loss": 0.9290329813957214,
   "acc": 66.74,
   "time": 238.60042245592922,
   "param": [
    {
     "p": 0.06580410152673721,
     "m": 1.0
    },
    {
     "p": 0.010704164393246174,
     "m": 1.0
    },
    {
     "p": 0.06632138788700104,
     "m": 1.0
    },
    {
     "p": 0.07694672048091888,
     "m": 0.049410630017519
    },
    {
     "p": 0.03729380667209625,
     "m": 0.7016387581825256
    },
    {
     "p": 0.04428603872656822,
     "m": 0.9334189891815186
    },
    {
     "p": 0.03209749609231949,
     "m": 0.0
    },
    {
     "p": 0.03454938158392906,
     "m": 0.3414590060710907
    },
    {
     "p": 0.08964218199253082,
     "m": 0.753351092338562
    },
    {
     "p": 0.08383908122777939,
     "m": 0.9865476489067078
    },
    {
     "p": 0.2920190691947937,
     "m": 0.04331829398870468
    },
    {
     "p": 0.057673048228025436,
     "m": 1.0
    },
    {
     "p": 0.08592229336500168,
     "m": 1.0
    },
    {
     "p": 0.02290130779147148,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.2778390645980835,
   "val_loss": 0.8946520090103149,
   "acc": 66.75,
   "time": 235.60109539492987,
   "param": [
    {
     "p": 0.06259080022573471,
     "m": 1.0
    },
    {
     "p": 0.01798308826982975,
     "m": 1.0
    },
    {
     "p": 0.06960056722164154,
     "m": 1.0
    },
    {
     "p": 0.0860162153840065,
     "m": 0.0
    },
    {
     "p": 0.04430606588721275,
     "m": 0.6926905512809753
    },
    {
     "p": 0.061586152762174606,
     "m": 0.9410470724105835
    },
    {
     "p": 0.04075292497873306,
     "m": 0.0014439111109822989
    },
    {
     "p": 0.03694836050271988,
     "m": 0.3506140410900116
    },
    {
     "p": 0.0680352970957756,
     "m": 0.7361647486686707
    },
    {
     "p": 0.08403567969799042,
     "m": 0.996731698513031
    },
    {
     "p": 0.22937998175621033,
     "m": 0.04472252354025841
    },
    {
     "p": 0.07365921139717102,
     "m": 1.0
    },
    {
     "p": 0.08911852538585663,
     "m": 1.0
    },
    {
     "p": 0.03598714992403984,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.4615118503570557,
   "val_loss": 1.032477617263794,
   "acc": 67.02,
   "time": 233.70895602717064,
   "param": [
    {
     "p": 0.062255509197711945,
     "m": 1.0
    },
    {
     "p": 0.02024916000664234,
     "m": 1.0
    },
    {
     "p": 0.07613515108823776,
     "m": 1.0
    },
    {
     "p": 0.08858980238437653,
     "m": 0.0
    },
    {
     "p": 0.06432723253965378,
     "m": 0.6935301423072815
    },
    {
     "p": 0.0775960311293602,
     "m": 0.952667772769928
    },
    {
     "p": 0.04374238848686218,
     "m": 0.0
    },
    {
     "p": 0.03207869827747345,
     "m": 0.36967021226882935
    },
    {
     "p": 0.05605234578251839,
     "m": 0.7209036946296692
    },
    {
     "p": 0.08901854604482651,
     "m": 1.0
    },
    {
     "p": 0.18341220915317535,
     "m": 0.05351785570383072
    },
    {
     "p": 0.07396264374256134,
     "m": 1.0
    },
    {
     "p": 0.09106875956058502,
     "m": 1.0
    },
    {
     "p": 0.041511502116918564,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.2616028785705566,
   "val_loss": 1.0075546503067017,
   "acc": 67.1,
   "time": 238.72692089085467,
   "param": [
    {
     "p": 0.06127534061670303,
     "m": 1.0
    },
    {
     "p": 0.02156839147210121,
     "m": 1.0
    },
    {
     "p": 0.08126482367515564,
     "m": 1.0
    },
    {
     "p": 0.08841987699270248,
     "m": 0.0
    },
    {
     "p": 0.06774299591779709,
     "m": 0.6962658762931824
    },
    {
     "p": 0.08877364546060562,
     "m": 0.9525533318519592
    },
    {
     "p": 0.051507316529750824,
     "m": 0.0
    },
    {
     "p": 0.04735410958528519,
     "m": 0.3796846270561218
    },
    {
     "p": 0.046851832419633865,
     "m": 0.719133734703064
    },
    {
     "p": 0.08838506042957306,
     "m": 1.0
    },
    {
     "p": 0.1463259607553482,
     "m": 0.053147949278354645
    },
    {
     "p": 0.07386792451143265,
     "m": 1.0
    },
    {
     "p": 0.07857438921928406,
     "m": 1.0
    },
    {
     "p": 0.05808839574456215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.1963818073272705,
   "val_loss": 1.0433909893035889,
   "acc": 66.85,
   "time": 237.22435749089345,
   "param": [
    {
     "p": 0.0582243949174881,
     "m": 1.0
    },
    {
     "p": 0.01289529912173748,
     "m": 1.0
    },
    {
     "p": 0.08852721005678177,
     "m": 1.0
    },
    {
     "p": 0.08238928765058517,
     "m": 0.006628002040088177
    },
    {
     "p": 0.0684809610247612,
     "m": 0.6680955290794373
    },
    {
     "p": 0.08444439619779587,
     "m": 0.924920380115509
    },
    {
     "p": 0.05666966736316681,
     "m": 0.002051263116300106
    },
    {
     "p": 0.05309944972395897,
     "m": 0.3571464419364929
    },
    {
     "p": 0.050762489438056946,
     "m": 0.7175484895706177
    },
    {
     "p": 0.09387961775064468,
     "m": 0.9976071119308472
    },
    {
     "p": 0.14312885701656342,
     "m": 0.05343005433678627
    },
    {
     "p": 0.06754625588655472,
     "m": 1.0
    },
    {
     "p": 0.07657892256975174,
     "m": 1.0
    },
    {
     "p": 0.06337318569421768,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.181209921836853,
   "val_loss": 0.9246668219566345,
   "acc": 67.07,
   "time": 234.39453410520218,
   "param": [
    {
     "p": 0.057828836143016815,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0938781127333641,
     "m": 1.0
    },
    {
     "p": 0.0792846754193306,
     "m": 0.0
    },
    {
     "p": 0.06818310916423798,
     "m": 0.6231284141540527
    },
    {
     "p": 0.07995601743459702,
     "m": 0.8697514533996582
    },
    {
     "p": 0.0514131598174572,
     "m": 0.0001985042472369969
    },
    {
     "p": 0.07130541652441025,
     "m": 0.3571905195713043
    },
    {
     "p": 0.07039055228233337,
     "m": 0.7279465794563293
    },
    {
     "p": 0.08922968804836273,
     "m": 0.9656516909599304
    },
    {
     "p": 0.1467694491147995,
     "m": 0.049556929618120193
    },
    {
     "p": 0.0613374225795269,
     "m": 1.0
    },
    {
     "p": 0.06659819930791855,
     "m": 1.0
    },
    {
     "p": 0.06382548063993454,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.3223263025283813,
   "val_loss": 0.8916010856628418,
   "acc": 66.8,
   "time": 233.6912397351116,
   "param": [
    {
     "p": 0.07052893936634064,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.0995105430483818,
     "m": 1.0
    },
    {
     "p": 0.08199582248926163,
     "m": 0.0
    },
    {
     "p": 0.05897436663508415,
     "m": 0.6090567708015442
    },
    {
     "p": 0.0876651406288147,
     "m": 0.8163957595825195
    },
    {
     "p": 0.04388074949383736,
     "m": 0.0012907873606309295
    },
    {
     "p": 0.06984174996614456,
     "m": 0.38804277777671814
    },
    {
     "p": 0.08185633271932602,
     "m": 0.7338601350784302
    },
    {
     "p": 0.06863638013601303,
     "m": 0.9676072001457214
    },
    {
     "p": 0.14738167822360992,
     "m": 0.038934625685214996
    },
    {
     "p": 0.06539502739906311,
     "m": 1.0
    },
    {
     "p": 0.06998829543590546,
     "m": 1.0
    },
    {
     "p": 0.05434499680995941,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.0384924411773682,
   "val_loss": 0.8757339715957642,
   "acc": 66.98,
   "time": 234.5055531600956,
   "param": [
    {
     "p": 0.08092691749334335,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10095085948705673,
     "m": 1.0
    },
    {
     "p": 0.08721594512462616,
     "m": 0.0
    },
    {
     "p": 0.05885744467377663,
     "m": 0.5389639139175415
    },
    {
     "p": 0.10309936106204987,
     "m": 0.8246116042137146
    },
    {
     "p": 0.05262951925396919,
     "m": 0.0
    },
    {
     "p": 0.06212971732020378,
     "m": 0.4012516736984253
    },
    {
     "p": 0.09092646092176437,
     "m": 0.7292571067810059
    },
    {
     "p": 0.055165208876132965,
     "m": 0.9804595112800598
    },
    {
     "p": 0.1286028027534485,
     "m": 0.0349937379360199
    },
    {
     "p": 0.06362644582986832,
     "m": 1.0
    },
    {
     "p": 0.07019061595201492,
     "m": 1.0
    },
    {
     "p": 0.0456787645816803,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.102737545967102,
   "val_loss": 1.014023780822754,
   "acc": 67.26,
   "time": 234.30671903095208,
   "param": [
    {
     "p": 0.09298945218324661,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09498283267021179,
     "m": 1.0
    },
    {
     "p": 0.08524882048368454,
     "m": 0.00016543889068998396
    },
    {
     "p": 0.05965065211057663,
     "m": 0.459211140871048
    },
    {
     "p": 0.10985246300697327,
     "m": 0.799763560295105
    },
    {
     "p": 0.05325784906744957,
     "m": 0.0035551192704588175
    },
    {
     "p": 0.0578785203397274,
     "m": 0.3996119201183319
    },
    {
     "p": 0.10061874240636826,
     "m": 0.729312002658844
    },
    {
     "p": 0.04197121411561966,
     "m": 0.9786006808280945
    },
    {
     "p": 0.10214647650718689,
     "m": 0.03158820420503616
    },
    {
     "p": 0.07242745906114578,
     "m": 1.0
    },
    {
     "p": 0.08055176585912704,
     "m": 1.0
    },
    {
     "p": 0.04842374101281166,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.3242835998535156,
   "val_loss": 0.9445618987083435,
   "acc": 67.45,
   "time": 236.02320911805145,
   "param": [
    {
     "p": 0.0938064232468605,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09951004385948181,
     "m": 1.0
    },
    {
     "p": 0.07945802062749863,
     "m": 0.0
    },
    {
     "p": 0.05031847581267357,
     "m": 0.39610525965690613
    },
    {
     "p": 0.11695151031017303,
     "m": 0.7464833855628967
    },
    {
     "p": 0.048026394098997116,
     "m": 0.0
    },
    {
     "p": 0.05148923397064209,
     "m": 0.37717875838279724
    },
    {
     "p": 0.11137598752975464,
     "m": 0.6981204152107239
    },
    {
     "p": 0.031435899436473846,
     "m": 0.9650697708129883
    },
    {
     "p": 0.10041196644306183,
     "m": 0.017045848071575165
    },
    {
     "p": 0.07794258743524551,
     "m": 1.0
    },
    {
     "p": 0.07738036662340164,
     "m": 1.0
    },
    {
     "p": 0.06189316511154175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.1953110694885254,
   "val_loss": 0.8836238980293274,
   "acc": 67.14,
   "time": 238.65235356986523,
   "param": [
    {
     "p": 0.10026313364505768,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09790106862783432,
     "m": 1.0
    },
    {
     "p": 0.08135491609573364,
     "m": 0.0
    },
    {
     "p": 0.045126087963581085,
     "m": 0.37106752395629883
    },
    {
     "p": 0.12038429826498032,
     "m": 0.6901255249977112
    },
    {
     "p": 0.05089978128671646,
     "m": 0.0
    },
    {
     "p": 0.049743179231882095,
     "m": 0.34425461292266846
    },
    {
     "p": 0.1232142224907875,
     "m": 0.6930508017539978
    },
    {
     "p": 0.023469939827919006,
     "m": 0.9598463773727417
    },
    {
     "p": 0.09256546944379807,
     "m": 0.01329458225518465
    },
    {
     "p": 0.06653234362602234,
     "m": 1.0
    },
    {
     "p": 0.0835409015417099,
     "m": 1.0
    },
    {
     "p": 0.06500468403100967,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.0547797679901123,
   "val_loss": 0.9939266443252563,
   "acc": 67.61,
   "time": 234.90017836517654,
   "param": [
    {
     "p": 0.10468713194131851,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10266431421041489,
     "m": 1.0
    },
    {
     "p": 0.09230440109968185,
     "m": 0.00024738034699112177
    },
    {
     "p": 0.03179730474948883,
     "m": 0.36811020970344543
    },
    {
     "p": 0.11451230198144913,
     "m": 0.6654734015464783
    },
    {
     "p": 0.0484345518052578,
     "m": 0.0
    },
    {
     "p": 0.052373360842466354,
     "m": 0.3517457842826843
    },
    {
     "p": 0.1484811007976532,
     "m": 0.7105091214179993
    },
    {
     "p": 0.019438480958342552,
     "m": 0.9637190103530884
    },
    {
     "p": 0.09668460488319397,
     "m": 0.01912204921245575
    },
    {
     "p": 0.04060796648263931,
     "m": 0.997421145439148
    },
    {
     "p": 0.0851263627409935,
     "m": 1.0
    },
    {
     "p": 0.06288810819387436,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.0503395795822144,
   "val_loss": 0.9667288661003113,
   "acc": 68.4,
   "time": 235.53769920906052,
   "param": [
    {
     "p": 0.10683184117078781,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10282739251852036,
     "m": 1.0
    },
    {
     "p": 0.11194369941949844,
     "m": 0.0
    },
    {
     "p": 0.016659023240208626,
     "m": 0.3924504518508911
    },
    {
     "p": 0.1087777242064476,
     "m": 0.6665984988212585
    },
    {
     "p": 0.038715120404958725,
     "m": 0.0
    },
    {
     "p": 0.049180977046489716,
     "m": 0.36466366052627563
    },
    {
     "p": 0.17530450224876404,
     "m": 0.7447351217269897
    },
    {
     "p": 0.017684005200862885,
     "m": 0.9625715017318726
    },
    {
     "p": 0.09347186982631683,
     "m": 0.03922691568732262
    },
    {
     "p": 0.02233419008553028,
     "m": 1.0
    },
    {
     "p": 0.10087591409683228,
     "m": 1.0
    },
    {
     "p": 0.05539364740252495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.9813200235366821,
   "val_loss": 1.0747913122177124,
   "acc": 67.68,
   "time": 236.40480914711952,
   "param": [
    {
     "p": 0.10163784772157669,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11080709099769592,
     "m": 1.0
    },
    {
     "p": 0.128718301653862,
     "m": 0.0
    },
    {
     "p": 0.03311566263437271,
     "m": 0.39150309562683105
    },
    {
     "p": 0.09709571301937103,
     "m": 0.6731719970703125
    },
    {
     "p": 0.031009450554847717,
     "m": 0.0
    },
    {
     "p": 0.038925789296627045,
     "m": 0.38890284299850464
    },
    {
     "p": 0.17690052092075348,
     "m": 0.7578198313713074
    },
    {
     "p": 0.019897665828466415,
     "m": 0.9443971514701843
    },
    {
     "p": 0.088728167116642,
     "m": 0.05228298157453537
    },
    {
     "p": 0.014364705421030521,
     "m": 1.0
    },
    {
     "p": 0.10982131212949753,
     "m": 1.0
    },
    {
     "p": 0.04897773638367653,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.2091467380523682,
   "val_loss": 0.89019376039505,
   "acc": 67.77,
   "time": 235.18235428188927,
   "param": [
    {
     "p": 0.09631503373384476,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11584150791168213,
     "m": 1.0
    },
    {
     "p": 0.12569905817508698,
     "m": 0.0010273566003888845
    },
    {
     "p": 0.045649461448192596,
     "m": 0.3625907897949219
    },
    {
     "p": 0.08742580562829971,
     "m": 0.6621202230453491
    },
    {
     "p": 0.03601216897368431,
     "m": 0.0
    },
    {
     "p": 0.037947699427604675,
     "m": 0.4300366938114166
    },
    {
     "p": 0.17456857860088348,
     "m": 0.7508997917175293
    },
    {
     "p": 0.029240131378173828,
     "m": 0.9502798914909363
    },
    {
     "p": 0.07981269061565399,
     "m": 0.06214108318090439
    },
    {
     "p": 0.012575559318065643,
     "m": 1.0
    },
    {
     "p": 0.12010446935892105,
     "m": 1.0
    },
    {
     "p": 0.03880792111158371,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.0106525421142578,
   "val_loss": 1.0595879554748535,
   "acc": 68.62,
   "time": 235.1268969620578,
   "param": [
    {
     "p": 0.09671740978956223,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11773493885993958,
     "m": 1.0
    },
    {
     "p": 0.12212774157524109,
     "m": 0.007888500578701496
    },
    {
     "p": 0.04427275061607361,
     "m": 0.3572325110435486
    },
    {
     "p": 0.08645198494195938,
     "m": 0.6641017198562622
    },
    {
     "p": 0.04016222804784775,
     "m": 0.0318823903799057
    },
    {
     "p": 0.04376467317342758,
     "m": 0.4181528091430664
    },
    {
     "p": 0.17272397875785828,
     "m": 0.7212225794792175
    },
    {
     "p": 0.03706573694944382,
     "m": 0.9570306539535522
    },
    {
     "p": 0.05720217525959015,
     "m": 0.06744708120822906
    },
    {
     "p": 0.02979351207613945,
     "m": 1.0
    },
    {
     "p": 0.13395710289478302,
     "m": 1.0
    },
    {
     "p": 0.01802568882703781,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.8627017140388489,
   "val_loss": 1.0196232795715332,
   "acc": 68.48,
   "time": 231.2905804628972,
   "param": [
    {
     "p": 0.07221760600805283,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11653231084346771,
     "m": 1.0
    },
    {
     "p": 0.11619671434164047,
     "m": 0.0
    },
    {
     "p": 0.05127318203449249,
     "m": 0.3008831739425659
    },
    {
     "p": 0.09924973547458649,
     "m": 0.638038158416748
    },
    {
     "p": 0.04377150163054466,
     "m": 0.01309617143124342
    },
    {
     "p": 0.036362335085868835,
     "m": 0.4046504497528076
    },
    {
     "p": 0.18168437480926514,
     "m": 0.69465571641922
    },
    {
     "p": 0.05735762417316437,
     "m": 0.9477404356002808
    },
    {
     "p": 0.051022838801145554,
     "m": 0.06620506942272186
    },
    {
     "p": 0.019664494320750237,
     "m": 1.0
    },
    {
     "p": 0.14737620949745178,
     "m": 1.0
    },
    {
     "p": 0.007291087880730629,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.7591630220413208,
   "val_loss": 0.883625328540802,
   "acc": 67.9,
   "time": 234.7115790070966,
   "param": [
    {
     "p": 0.042818695306777954,
     "m": 1.0
    },
    {
     "p": 0.0010953245218843222,
     "m": 1.0
    },
    {
     "p": 0.10831572860479355,
     "m": 1.0
    },
    {
     "p": 0.11483530700206757,
     "m": 0.0
    },
    {
     "p": 0.04536166787147522,
     "m": 0.2504286766052246
    },
    {
     "p": 0.11031048744916916,
     "m": 0.5802791714668274
    },
    {
     "p": 0.05898949131369591,
     "m": 0.0
    },
    {
     "p": 0.050654809921979904,
     "m": 0.41895759105682373
    },
    {
     "p": 0.18167425692081451,
     "m": 0.6249889135360718
    },
    {
     "p": 0.06550958752632141,
     "m": 0.9441913366317749
    },
    {
     "p": 0.06818272173404694,
     "m": 0.06259524822235107
    },
    {
     "p": 0.0,
     "m": 0.9986516237258911
    },
    {
     "p": 0.14938583970069885,
     "m": 1.0
    },
    {
     "p": 0.002866185735911131,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.8827139139175415,
   "val_loss": 0.8746060132980347,
   "acc": 68.34,
   "time": 235.03008092707023,
   "param": [
    {
     "p": 0.037981580942869186,
     "m": 1.0
    },
    {
     "p": 0.002679484197869897,
     "m": 1.0
    },
    {
     "p": 0.10255729407072067,
     "m": 1.0
    },
    {
     "p": 0.11885666102170944,
     "m": 0.004638182930648327
    },
    {
     "p": 0.029976382851600647,
     "m": 0.19085443019866943
    },
    {
     "p": 0.09839286655187607,
     "m": 0.5436021685600281
    },
    {
     "p": 0.06693269312381744,
     "m": 0.0
    },
    {
     "p": 0.07555193454027176,
     "m": 0.4229939579963684
    },
    {
     "p": 0.16759707033634186,
     "m": 0.5693411231040955
    },
    {
     "p": 0.07509594410657883,
     "m": 0.9220485687255859
    },
    {
     "p": 0.06604974716901779,
     "m": 0.060537345707416534
    },
    {
     "p": 0.003464875975623727,
     "m": 0.9992737770080566
    },
    {
     "p": 0.13790738582611084,
     "m": 1.0
    },
    {
     "p": 0.016956165432929993,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.7558363080024719,
   "val_loss": 0.824195921421051,
   "acc": 69.17,
   "time": 240.01832517795265,
   "param": [
    {
     "p": 0.032809820026159286,
     "m": 1.0
    },
    {
     "p": 0.004694147035479546,
     "m": 1.0
    },
    {
     "p": 0.10047443956136703,
     "m": 1.0
    },
    {
     "p": 0.12186985462903976,
     "m": 0.0
    },
    {
     "p": 0.012590057216584682,
     "m": 0.12078619748353958
    },
    {
     "p": 0.08979009091854095,
     "m": 0.5199962258338928
    },
    {
     "p": 0.06590445339679718,
     "m": 0.0
    },
    {
     "p": 0.0909406840801239,
     "m": 0.3682034909725189
    },
    {
     "p": 0.16243931651115417,
     "m": 0.5159878730773926
    },
    {
     "p": 0.08099211007356644,
     "m": 0.9215672612190247
    },
    {
     "p": 0.07562077045440674,
     "m": 0.05540425702929497
    },
    {
     "p": 0.0,
     "m": 0.996924877166748
    },
    {
     "p": 0.1378890722990036,
     "m": 1.0
    },
    {
     "p": 0.02398514933884144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.0122939348220825,
   "val_loss": 1.0388718843460083,
   "acc": 69.19,
   "time": 236.61969001684338,
   "param": [
    {
     "p": 0.04382149502635002,
     "m": 1.0
    },
    {
     "p": 0.002417029580101371,
     "m": 1.0
    },
    {
     "p": 0.0962490364909172,
     "m": 1.0
    },
    {
     "p": 0.11877548694610596,
     "m": 0.0
    },
    {
     "p": 0.021699147298932076,
     "m": 0.05475011467933655
    },
    {
     "p": 0.0862526074051857,
     "m": 0.5309604406356812
    },
    {
     "p": 0.06413081288337708,
     "m": 0.03267142176628113
    },
    {
     "p": 0.09807359427213669,
     "m": 0.3015453815460205
    },
    {
     "p": 0.14388875663280487,
     "m": 0.4889305830001831
    },
    {
     "p": 0.08806873112916946,
     "m": 0.9246398210525513
    },
    {
     "p": 0.07471445947885513,
     "m": 0.05608951300382614
    },
    {
     "p": 0.0003234313626307994,
     "m": 0.994664192199707
    },
    {
     "p": 0.1346205770969391,
     "m": 1.0
    },
    {
     "p": 0.026964792981743813,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.6753180623054504,
   "val_loss": 0.8610810041427612,
   "acc": 68.49,
   "time": 233.6385515681468,
   "param": [
    {
     "p": 0.0428907535970211,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09958624839782715,
     "m": 1.0
    },
    {
     "p": 0.1270202100276947,
     "m": 0.0
    },
    {
     "p": 0.034582167863845825,
     "m": 0.05367185175418854
    },
    {
     "p": 0.08109881728887558,
     "m": 0.48971015214920044
    },
    {
     "p": 0.05818484351038933,
     "m": 0.0
    },
    {
     "p": 0.09516628086566925,
     "m": 0.23016904294490814
    },
    {
     "p": 0.1252370923757553,
     "m": 0.4684153199195862
    },
    {
     "p": 0.07352545857429504,
     "m": 0.8891583681106567
    },
    {
     "p": 0.06951602548360825,
     "m": 0.05465106666088104
    },
    {
     "p": 0.004270718898624182,
     "m": 1.0
    },
    {
     "p": 0.1456177532672882,
     "m": 1.0
    },
    {
     "p": 0.043303560465574265,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.9327275156974792,
   "val_loss": 0.9143393635749817,
   "acc": 67.92,
   "time": 237.42400366603397,
   "param": [
    {
     "p": 0.026980137452483177,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10547885298728943,
     "m": 1.0
    },
    {
     "p": 0.1301790326833725,
     "m": 0.0
    },
    {
     "p": 0.06477823108434677,
     "m": 0.09399189054965973
    },
    {
     "p": 0.09534741193056107,
     "m": 0.4297281801700592
    },
    {
     "p": 0.04576282203197479,
     "m": 0.0
    },
    {
     "p": 0.09103149175643921,
     "m": 0.20362988114356995
    },
    {
     "p": 0.11403175443410873,
     "m": 0.45264169573783875
    },
    {
     "p": 0.0500369593501091,
     "m": 0.8522470593452454
    },
    {
     "p": 0.04865752160549164,
     "m": 0.05066118761897087
    },
    {
     "p": 0.013586308807134628,
     "m": 1.0
    },
    {
     "p": 0.14709524810314178,
     "m": 1.0
    },
    {
     "p": 0.06703422963619232,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.9366779923439026,
   "val_loss": 0.8090468645095825,
   "acc": 69.3,
   "time": 238.21466578892432,
   "param": [
    {
     "p": 0.0136178657412529,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.12790517508983612,
     "m": 1.0
    },
    {
     "p": 0.13010501861572266,
     "m": 0.034037910401821136
    },
    {
     "p": 0.09061913937330246,
     "m": 0.07199888676404953
    },
    {
     "p": 0.1063995212316513,
     "m": 0.3301423490047455
    },
    {
     "p": 0.03358745574951172,
     "m": 0.0
    },
    {
     "p": 0.08380000293254852,
     "m": 0.20979341864585876
    },
    {
     "p": 0.11787142604589462,
     "m": 0.42391979694366455
    },
    {
     "p": 0.029066579416394234,
     "m": 0.8287556171417236
    },
    {
     "p": 0.041409529745578766,
     "m": 0.039028409868478775
    },
    {
     "p": 0.009993122890591621,
     "m": 1.0
    },
    {
     "p": 0.13931488990783691,
     "m": 1.0
    },
    {
     "p": 0.07631026953458786,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.888607919216156,
   "val_loss": 0.9258644580841064,
   "acc": 68.93,
   "time": 237.02374516008422,
   "param": [
    {
     "p": 0.03249463066458702,
     "m": 1.0
    },
    {
     "p": 0.011541679501533508,
     "m": 1.0
    },
    {
     "p": 0.11394604295492172,
     "m": 1.0
    },
    {
     "p": 0.10807988792657852,
     "m": 0.008306523784995079
    },
    {
     "p": 0.1025170236825943,
     "m": 0.053028758615255356
    },
    {
     "p": 0.09666906297206879,
     "m": 0.2029065638780594
    },
    {
     "p": 0.04645424708724022,
     "m": 0.0
    },
    {
     "p": 0.05776022747159004,
     "m": 0.17122992873191833
    },
    {
     "p": 0.12230230122804642,
     "m": 0.41469699144363403
    },
    {
     "p": 0.020442893728613853,
     "m": 0.7961585521697998
    },
    {
     "p": 0.05685155838727951,
     "m": 0.03333815187215805
    },
    {
     "p": 0.019818658009171486,
     "m": 1.0
    },
    {
     "p": 0.11623429507017136,
     "m": 1.0
    },
    {
     "p": 0.09488741308450699,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.1314888000488281,
   "val_loss": 0.8029783368110657,
   "acc": 68.47,
   "time": 233.58010007278062,
   "param": [
    {
     "p": 0.041205231100320816,
     "m": 1.0
    },
    {
     "p": 0.011541793122887611,
     "m": 1.0
    },
    {
     "p": 0.1170431599020958,
     "m": 1.0
    },
    {
     "p": 0.09504380822181702,
     "m": 0.0
    },
    {
     "p": 0.11258045583963394,
     "m": 0.08355417102575302
    },
    {
     "p": 0.08481666445732117,
     "m": 0.1656223088502884
    },
    {
     "p": 0.046807244420051575,
     "m": 0.0
    },
    {
     "p": 0.035723019391298294,
     "m": 0.12793651223182678
    },
    {
     "p": 0.1203908622264862,
     "m": 0.39409109950065613
    },
    {
     "p": 0.030059920623898506,
     "m": 0.7760913968086243
    },
    {
     "p": 0.07731711119413376,
     "m": 0.028332963585853577
    },
    {
     "p": 0.021228400990366936,
     "m": 1.0
    },
    {
     "p": 0.11420578509569168,
     "m": 1.0
    },
    {
     "p": 0.09203653037548065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.8491912484169006,
   "val_loss": 1.0028728246688843,
   "acc": 69.01,
   "time": 240.64262686809525,
   "param": [
    {
     "p": 0.04065511375665665,
     "m": 1.0
    },
    {
     "p": 0.005973898805677891,
     "m": 1.0
    },
    {
     "p": 0.13110432028770447,
     "m": 1.0
    },
    {
     "p": 0.07566653192043304,
     "m": 0.0
    },
    {
     "p": 0.11406257748603821,
     "m": 0.04984259977936745
    },
    {
     "p": 0.08775652199983597,
     "m": 0.145152285695076
    },
    {
     "p": 0.0453038290143013,
     "m": 0.005724617280066013
    },
    {
     "p": 0.004799992777407169,
     "m": 0.09853141009807587
    },
    {
     "p": 0.1194511279463768,
     "m": 0.3778112232685089
    },
    {
     "p": 0.03148402273654938,
     "m": 0.7503373026847839
    },
    {
     "p": 0.09999638795852661,
     "m": 0.03028559498488903
    },
    {
     "p": 0.023075172677636147,
     "m": 1.0
    },
    {
     "p": 0.12497983127832413,
     "m": 1.0
    },
    {
     "p": 0.09569066762924194,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.7832680940628052,
   "val_loss": 0.9228634238243103,
   "acc": 68.95,
   "time": 236.9702561700251,
   "param": [
    {
     "p": 0.05296384543180466,
     "m": 1.0
    },
    {
     "p": 0.005388494580984116,
     "m": 1.0
    },
    {
     "p": 0.12398938834667206,
     "m": 1.0
    },
    {
     "p": 0.06464312225580215,
     "m": 0.0012847513426095247
    },
    {
     "p": 0.09198838472366333,
     "m": 0.015838025137782097
    },
    {
     "p": 0.07936706393957138,
     "m": 0.09801293164491653
    },
    {
     "p": 0.04348944127559662,
     "m": 0.016283243894577026
    },
    {
     "p": 0.0,
     "m": 0.10436125844717026
    },
    {
     "p": 0.10923837125301361,
     "m": 0.35025978088378906
    },
    {
     "p": 0.02845735475420952,
     "m": 0.7338312268257141
    },
    {
     "p": 0.1259748339653015,
     "m": 0.02049567736685276
    },
    {
     "p": 0.033275116235017776,
     "m": 1.0
    },
    {
     "p": 0.12290854007005692,
     "m": 1.0
    },
    {
     "p": 0.11831606924533844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.0916246175765991,
   "val_loss": 0.9467149972915649,
   "acc": 69.61,
   "time": 238.17500815098174,
   "param": [
    {
     "p": 0.06591834127902985,
     "m": 1.0
    },
    {
     "p": 0.02344018593430519,
     "m": 1.0
    },
    {
     "p": 0.09561996161937714,
     "m": 1.0
    },
    {
     "p": 0.050460342317819595,
     "m": 0.03299758955836296
    },
    {
     "p": 0.07872224599123001,
     "m": 0.005166746210306883
    },
    {
     "p": 0.09345515817403793,
     "m": 0.0735536515712738
    },
    {
     "p": 0.04609501734375954,
     "m": 0.029677070677280426
    },
    {
     "p": 3.5982479857921135e-06,
     "m": 0.1034604012966156
    },
    {
     "p": 0.09962791204452515,
     "m": 0.3319638967514038
    },
    {
     "p": 0.03987864404916763,
     "m": 0.7371895909309387
    },
    {
     "p": 0.13557225465774536,
     "m": 0.008217811584472656
    },
    {
     "p": 0.03083459846675396,
     "m": 0.9967920780181885
    },
    {
     "p": 0.11483009904623032,
     "m": 1.0
    },
    {
     "p": 0.12554162740707397,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.9142529964447021,
   "val_loss": 1.0873066186904907,
   "acc": 67.83,
   "time": 237.6942547839135,
   "param": [
    {
     "p": 0.06152007356286049,
     "m": 1.0
    },
    {
     "p": 0.020618008449673653,
     "m": 1.0
    },
    {
     "p": 0.08505558967590332,
     "m": 1.0
    },
    {
     "p": 0.04242035001516342,
     "m": 0.0
    },
    {
     "p": 0.0761043056845665,
     "m": 0.000312540156301111
    },
    {
     "p": 0.08484736829996109,
     "m": 0.06311697512865067
    },
    {
     "p": 0.035952236503362656,
     "m": 0.0005694162682630122
    },
    {
     "p": 0.0,
     "m": 0.08191322535276413
    },
    {
     "p": 0.10484792292118073,
     "m": 0.32385724782943726
    },
    {
     "p": 0.04407403990626335,
     "m": 0.7506303787231445
    },
    {
     "p": 0.140493243932724,
     "m": 0.02582486718893051
    },
    {
     "p": 0.02958722785115242,
     "m": 1.0
    },
    {
     "p": 0.13076022267341614,
     "m": 1.0
    },
    {
     "p": 0.14371941983699799,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.110183596611023,
   "val_loss": 0.8876720666885376,
   "acc": 68.64,
   "time": 235.68449559411965,
   "param": [
    {
     "p": 0.03350190818309784,
     "m": 1.0
    },
    {
     "p": 0.019489917904138565,
     "m": 1.0
    },
    {
     "p": 0.09168794751167297,
     "m": 1.0
    },
    {
     "p": 0.03725825995206833,
     "m": 0.0
    },
    {
     "p": 0.06957613676786423,
     "m": 0.045124076306819916
    },
    {
     "p": 0.07842863351106644,
     "m": 0.022772187367081642
    },
    {
     "p": 0.02762545831501484,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.025000201538205147
    },
    {
     "p": 0.10765917599201202,
     "m": 0.30667436122894287
    },
    {
     "p": 0.037757664918899536,
     "m": 0.7348147630691528
    },
    {
     "p": 0.1690320372581482,
     "m": 0.020867321640253067
    },
    {
     "p": 0.021146228536963463,
     "m": 0.9990733861923218
    },
    {
     "p": 0.1420111358165741,
     "m": 1.0
    },
    {
     "p": 0.16482555866241455,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.0097172260284424,
   "val_loss": 0.8876637816429138,
   "acc": 68.24,
   "time": 238.9884298448451,
   "param": [
    {
     "p": 0.029803253710269928,
     "m": 1.0
    },
    {
     "p": 0.024093147367239,
     "m": 1.0
    },
    {
     "p": 0.09704965353012085,
     "m": 1.0
    },
    {
     "p": 0.039614368230104446,
     "m": 0.0
    },
    {
     "p": 0.05321809649467468,
     "m": 0.08537185937166214
    },
    {
     "p": 0.07749829441308975,
     "m": 0.0
    },
    {
     "p": 0.02598990499973297,
     "m": 0.0
    },
    {
     "p": 0.013443805277347565,
     "m": 0.0
    },
    {
     "p": 0.08675114810466766,
     "m": 0.25568467378616333
    },
    {
     "p": 0.05474015325307846,
     "m": 0.7001959681510925
    },
    {
     "p": 0.17764505743980408,
     "m": 0.0
    },
    {
     "p": 0.01716848462820053,
     "m": 1.0
    },
    {
     "p": 0.1380770057439804,
     "m": 1.0
    },
    {
     "p": 0.16490763425827026,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.0044336318969727,
   "val_loss": 1.0632225275039673,
   "acc": 68.63,
   "time": 236.18062391807325,
   "param": [
    {
     "p": 0.0367865152657032,
     "m": 1.0
    },
    {
     "p": 0.020750751718878746,
     "m": 1.0
    },
    {
     "p": 0.10193546861410141,
     "m": 1.0
    },
    {
     "p": 0.05176125839352608,
     "m": 0.0
    },
    {
     "p": 0.04840865358710289,
     "m": 0.09559263288974762
    },
    {
     "p": 0.08727798610925674,
     "m": 0.0
    },
    {
     "p": 0.021154461428523064,
     "m": 0.007884109392762184
    },
    {
     "p": 0.028811734169721603,
     "m": 0.0
    },
    {
     "p": 0.0726265162229538,
     "m": 0.2762329876422882
    },
    {
     "p": 0.05408545583486557,
     "m": 0.6796067953109741
    },
    {
     "p": 0.16351155936717987,
     "m": 0.0
    },
    {
     "p": 0.029388535767793655,
     "m": 1.0
    },
    {
     "p": 0.1252860128879547,
     "m": 1.0
    },
    {
     "p": 0.15821506083011627,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.0188301801681519,
   "val_loss": 1.009106993675232,
   "acc": 68.17,
   "time": 237.307117219083,
   "param": [
    {
     "p": 0.04636281728744507,
     "m": 1.0
    },
    {
     "p": 0.025366665795445442,
     "m": 1.0
    },
    {
     "p": 0.10640016198158264,
     "m": 1.0
    },
    {
     "p": 0.04171580448746681,
     "m": 0.010705801658332348
    },
    {
     "p": 0.042622193694114685,
     "m": 0.09255193173885345
    },
    {
     "p": 0.09629733115434647,
     "m": 0.008053154684603214
    },
    {
     "p": 0.019430162385106087,
     "m": 0.014438769780099392
    },
    {
     "p": 0.025577362626791,
     "m": 0.01811116188764572
    },
    {
     "p": 0.0756477490067482,
     "m": 0.26744723320007324
    },
    {
     "p": 0.0400308333337307,
     "m": 0.669254720211029
    },
    {
     "p": 0.16566061973571777,
     "m": 0.0
    },
    {
     "p": 0.03655153512954712,
     "m": 0.9975595474243164
    },
    {
     "p": 0.10953303426504135,
     "m": 1.0
    },
    {
     "p": 0.16880376636981964,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.8980216979980469,
   "val_loss": 0.8962177038192749,
   "acc": 68.74,
   "time": 236.47140092402697,
   "param": [
    {
     "p": 0.056640565395355225,
     "m": 1.0
    },
    {
     "p": 0.0314791277050972,
     "m": 1.0
    },
    {
     "p": 0.10606023669242859,
     "m": 1.0
    },
    {
     "p": 0.06318459659814835,
     "m": 0.0
    },
    {
     "p": 0.04311487451195717,
     "m": 0.09938182681798935
    },
    {
     "p": 0.08267053216695786,
     "m": 0.012719218619167805
    },
    {
     "p": 0.016239158809185028,
     "m": 0.011051058769226074
    },
    {
     "p": 0.027597716078162193,
     "m": 0.02434142492711544
    },
    {
     "p": 0.0711490586400032,
     "m": 0.26994383335113525
    },
    {
     "p": 0.04300941526889801,
     "m": 0.6805647015571594
    },
    {
     "p": 0.15374015271663666,
     "m": 0.0
    },
    {
     "p": 0.035436488687992096,
     "m": 0.9971508979797363
    },
    {
     "p": 0.0891989916563034,
     "m": 1.0
    },
    {
     "p": 0.18047910928726196,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.0193524360656738,
   "val_loss": 0.9595342874526978,
   "acc": 68.41,
   "time": 240.92979436996393,
   "param": [
    {
     "p": 0.060192614793777466,
     "m": 1.0
    },
    {
     "p": 0.04298892989754677,
     "m": 1.0
    },
    {
     "p": 0.10643701255321503,
     "m": 1.0
    },
    {
     "p": 0.07618210464715958,
     "m": 0.0
    },
    {
     "p": 0.05000973865389824,
     "m": 0.12438039481639862
    },
    {
     "p": 0.06046490743756294,
     "m": 0.0
    },
    {
     "p": 0.02287294715642929,
     "m": 0.0
    },
    {
     "p": 0.030966000631451607,
     "m": 0.07159397751092911
    },
    {
     "p": 0.06061695143580437,
     "m": 0.28131189942359924
    },
    {
     "p": 0.051192983984947205,
     "m": 0.6836720705032349
    },
    {
     "p": 0.1524663120508194,
     "m": 0.0
    },
    {
     "p": 0.039232343435287476,
     "m": 1.0
    },
    {
     "p": 0.07413382828235626,
     "m": 1.0
    },
    {
     "p": 0.17224329710006714,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.9716777801513672,
   "val_loss": 0.8981274366378784,
   "acc": 68.8,
   "time": 240.27986765094101,
   "param": [
    {
     "p": 0.06067218631505966,
     "m": 1.0
    },
    {
     "p": 0.05413476750254631,
     "m": 1.0
    },
    {
     "p": 0.12298964709043503,
     "m": 1.0
    },
    {
     "p": 0.07165118306875229,
     "m": 0.0
    },
    {
     "p": 0.05868509039282799,
     "m": 0.13006265461444855
    },
    {
     "p": 0.04431372880935669,
     "m": 0.0
    },
    {
     "p": 0.03188363090157509,
     "m": 0.0
    },
    {
     "p": 0.05059291422367096,
     "m": 0.10010837018489838
    },
    {
     "p": 0.056100714951753616,
     "m": 0.3024601638317108
    },
    {
     "p": 0.06189170479774475,
     "m": 0.6951196193695068
    },
    {
     "p": 0.13813334703445435,
     "m": 0.0
    },
    {
     "p": 0.049102552235126495,
     "m": 1.0
    },
    {
     "p": 0.06354524940252304,
     "m": 1.0
    },
    {
     "p": 0.13630323112010956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.114742636680603,
   "val_loss": 0.9414114952087402,
   "acc": 68.06,
   "time": 237.14165165182203,
   "param": [
    {
     "p": 0.058749064803123474,
     "m": 1.0
    },
    {
     "p": 0.06852031499147415,
     "m": 1.0
    },
    {
     "p": 0.11777137219905853,
     "m": 1.0
    },
    {
     "p": 0.06690797954797745,
     "m": 0.009746911935508251
    },
    {
     "p": 0.06582587212324142,
     "m": 0.09122490137815475
    },
    {
     "p": 0.039084240794181824,
     "m": 0.0008513249340467155
    },
    {
     "p": 0.04656413570046425,
     "m": 0.004357634112238884
    },
    {
     "p": 0.0533132366836071,
     "m": 0.12985292077064514
    },
    {
     "p": 0.04583015292882919,
     "m": 0.3243192434310913
    },
    {
     "p": 0.08089286834001541,
     "m": 0.696786105632782
    },
    {
     "p": 0.12650622427463531,
     "m": 0.0014067285228520632
    },
    {
     "p": 0.05070386081933975,
     "m": 0.9993417859077454
    },
    {
     "p": 0.05555558577179909,
     "m": 1.0
    },
    {
     "p": 0.12377515435218811,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.7568333745002747,
   "val_loss": 0.9761422276496887,
   "acc": 68.65,
   "time": 236.16664467193186,
   "param": [
    {
     "p": 0.06334143877029419,
     "m": 1.0
    },
    {
     "p": 0.08299574255943298,
     "m": 1.0
    },
    {
     "p": 0.11526691168546677,
     "m": 1.0
    },
    {
     "p": 0.06855432689189911,
     "m": 0.0
    },
    {
     "p": 0.05612807720899582,
     "m": 0.023395413532853127
    },
    {
     "p": 0.03843078017234802,
     "m": 0.0
    },
    {
     "p": 0.05336620286107063,
     "m": 0.03139730915427208
    },
    {
     "p": 0.04095248878002167,
     "m": 0.1730698049068451
    },
    {
     "p": 0.02825443260371685,
     "m": 0.32977813482284546
    },
    {
     "p": 0.08565166592597961,
     "m": 0.6783482432365417
    },
    {
     "p": 0.12621989846229553,
     "m": 0.0
    },
    {
     "p": 0.06036637723445892,
     "m": 0.9967983961105347
    },
    {
     "p": 0.04641718789935112,
     "m": 1.0
    },
    {
     "p": 0.13405442237854004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.9205502867698669,
   "val_loss": 1.0337026119232178,
   "acc": 68.38,
   "time": 236.90142942406237,
   "param": [
    {
     "p": 0.07931408286094666,
     "m": 1.0
    },
    {
     "p": 0.08488874137401581,
     "m": 1.0
    },
    {
     "p": 0.10327427089214325,
     "m": 1.0
    },
    {
     "p": 0.06191115081310272,
     "m": 0.0
    },
    {
     "p": 0.04621197283267975,
     "m": 0.0009118642774410546
    },
    {
     "p": 0.028721341863274574,
     "m": 0.0
    },
    {
     "p": 0.05968732014298439,
     "m": 0.048859480768442154
    },
    {
     "p": 0.04377603158354759,
     "m": 0.15945518016815186
    },
    {
     "p": 0.021255886182188988,
     "m": 0.33884134888648987
    },
    {
     "p": 0.08930132538080215,
     "m": 0.6799424886703491
    },
    {
     "p": 0.12299130111932755,
     "m": 0.0044441730715334415
    },
    {
     "p": 0.07807478308677673,
     "m": 1.0
    },
    {
     "p": 0.03695100173354149,
     "m": 1.0
    },
    {
     "p": 0.14364086091518402,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.0863388776779175,
   "val_loss": 0.9447745084762573,
   "acc": 68.27,
   "time": 238.00140392011963,
   "param": [
    {
     "p": 0.08554477244615555,
     "m": 1.0
    },
    {
     "p": 0.08138284087181091,
     "m": 1.0
    },
    {
     "p": 0.11012236773967743,
     "m": 1.0
    },
    {
     "p": 0.0478106290102005,
     "m": 0.0012295212363824248
    },
    {
     "p": 0.039018817245960236,
     "m": 4.85465643578209e-05
    },
    {
     "p": 0.024697063490748405,
     "m": 0.0
    },
    {
     "p": 0.06886353343725204,
     "m": 0.036110397428274155
    },
    {
     "p": 0.04731307178735733,
     "m": 0.15578874945640564
    },
    {
     "p": 0.02705228514969349,
     "m": 0.33232617378234863
    },
    {
     "p": 0.09875443577766418,
     "m": 0.666711688041687
    },
    {
     "p": 0.12800849974155426,
     "m": 0.0
    },
    {
     "p": 0.07808751612901688,
     "m": 1.0
    },
    {
     "p": 0.014124295674264431,
     "m": 1.0
    },
    {
     "p": 0.1492198258638382,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.9505912065505981,
   "val_loss": 1.0195058584213257,
   "acc": 68.24,
   "time": 238.57328273309395,
   "param": [
    {
     "p": 0.07889201492071152,
     "m": 1.0
    },
    {
     "p": 0.07549555599689484,
     "m": 1.0
    },
    {
     "p": 0.10091464221477509,
     "m": 1.0
    },
    {
     "p": 0.05212841555476189,
     "m": 0.0228255745023489
    },
    {
     "p": 0.028317250311374664,
     "m": 0.00710112601518631
    },
    {
     "p": 0.024579230695962906,
     "m": 0.007401238661259413
    },
    {
     "p": 0.06860797852277756,
     "m": 0.03977293148636818
    },
    {
     "p": 0.048666615039110184,
     "m": 0.18829122185707092
    },
    {
     "p": 0.036278121173381805,
     "m": 0.3378257155418396
    },
    {
     "p": 0.09369280189275742,
     "m": 0.6314430236816406
    },
    {
     "p": 0.14782698452472687,
     "m": 0.0
    },
    {
     "p": 0.07167414575815201,
     "m": 1.0
    },
    {
     "p": 0.011837071739137173,
     "m": 1.0
    },
    {
     "p": 0.16108913719654083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.1085927486419678,
   "val_loss": 0.9919752478599548,
   "acc": 68.87,
   "time": 239.9342816208955,
   "param": [
    {
     "p": 0.07440629601478577,
     "m": 1.0
    },
    {
     "p": 0.06654734909534454,
     "m": 1.0
    },
    {
     "p": 0.08463961631059647,
     "m": 1.0
    },
    {
     "p": 0.06034243106842041,
     "m": 0.019941074773669243
    },
    {
     "p": 0.027112865820527077,
     "m": 0.0
    },
    {
     "p": 0.021149365231394768,
     "m": 0.0033223642967641354
    },
    {
     "p": 0.06269033998250961,
     "m": 0.040528587996959686
    },
    {
     "p": 0.05617858096957207,
     "m": 0.19163778424263
    },
    {
     "p": 0.04826529696583748,
     "m": 0.3677612245082855
    },
    {
     "p": 0.08791200071573257,
     "m": 0.6366729140281677
    },
    {
     "p": 0.15863271057605743,
     "m": 0.0
    },
    {
     "p": 0.056705255061388016,
     "m": 1.0
    },
    {
     "p": 0.02039579674601555,
     "m": 1.0
    },
    {
     "p": 0.1750221997499466,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.7618592381477356,
   "val_loss": 0.828974723815918,
   "acc": 69.02,
   "time": 241.22843329096213,
   "param": [
    {
     "p": 0.057421714067459106,
     "m": 1.0
    },
    {
     "p": 0.06390619277954102,
     "m": 1.0
    },
    {
     "p": 0.08877655863761902,
     "m": 1.0
    },
    {
     "p": 0.06776417046785355,
     "m": 0.016856560483574867
    },
    {
     "p": 0.00898518692702055,
     "m": 0.010064803063869476
    },
    {
     "p": 0.02455170638859272,
     "m": 0.012865658849477768
    },
    {
     "p": 0.06084819883108139,
     "m": 0.044239308685064316
    },
    {
     "p": 0.04864635318517685,
     "m": 0.1502200961112976
    },
    {
     "p": 0.05659744516015053,
     "m": 0.37641066312789917
    },
    {
     "p": 0.07621078938245773,
     "m": 0.6457982063293457
    },
    {
     "p": 0.18359345197677612,
     "m": 0.0
    },
    {
     "p": 0.05512160435318947,
     "m": 0.9896677136421204
    },
    {
     "p": 0.02618587017059326,
     "m": 1.0
    },
    {
     "p": 0.1813906878232956,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.861968994140625,
   "val_loss": 1.1760705709457397,
   "acc": 67.68,
   "time": 238.9504632030148,
   "param": [
    {
     "p": 0.04742356762290001,
     "m": 1.0
    },
    {
     "p": 0.059395525604486465,
     "m": 1.0
    },
    {
     "p": 0.09748880565166473,
     "m": 1.0
    },
    {
     "p": 0.069859080016613,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.01168154738843441,
     "m": 0.06460797041654587
    },
    {
     "p": 0.07677658647298813,
     "m": 0.021400345489382744
    },
    {
     "p": 0.053206104785203934,
     "m": 0.1486039012670517
    },
    {
     "p": 0.057545825839042664,
     "m": 0.3874993324279785
    },
    {
     "p": 0.059038542211055756,
     "m": 0.6741397380828857
    },
    {
     "p": 0.211533784866333,
     "m": 0.0
    },
    {
     "p": 0.04191797971725464,
     "m": 0.9835052490234375
    },
    {
     "p": 0.041552890092134476,
     "m": 1.0
    },
    {
     "p": 0.17257975041866302,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.7462629675865173,
   "val_loss": 1.0870460271835327,
   "acc": 67.7,
   "time": 231.32607978209853,
   "param": [
    {
     "p": 0.04586993157863617,
     "m": 1.0
    },
    {
     "p": 0.05558957904577255,
     "m": 1.0
    },
    {
     "p": 0.1020473837852478,
     "m": 1.0
    },
    {
     "p": 0.0698944628238678,
     "m": 0.0
    },
    {
     "p": 0.0005856943898834288,
     "m": 0.0013727956684306264
    },
    {
     "p": 0.011328364722430706,
     "m": 0.09647786617279053
    },
    {
     "p": 0.08598700165748596,
     "m": 0.00292256660759449
    },
    {
     "p": 0.03111681155860424,
     "m": 0.13998253643512726
    },
    {
     "p": 0.0601375475525856,
     "m": 0.38124117255210876
    },
    {
     "p": 0.044532448053359985,
     "m": 0.6728388667106628
    },
    {
     "p": 0.2351822853088379,
     "m": 0.0
    },
    {
     "p": 0.029103700071573257,
     "m": 1.0
    },
    {
     "p": 0.06415049731731415,
     "m": 1.0
    },
    {
     "p": 0.16447429358959198,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.2446320056915283,
   "val_loss": 1.1522223949432373,
   "acc": 68.07,
   "time": 235.51384080690332,
   "param": [
    {
     "p": 0.0428127720952034,
     "m": 1.0
    },
    {
     "p": 0.06020110100507736,
     "m": 1.0
    },
    {
     "p": 0.11132963001728058,
     "m": 1.0
    },
    {
     "p": 0.06605604290962219,
     "m": 0.0022085641976445913
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.004042624495923519,
     "m": 0.12802226841449738
    },
    {
     "p": 0.0798875242471695,
     "m": 0.0008886894793249667
    },
    {
     "p": 0.009992592968046665,
     "m": 0.09527803957462311
    },
    {
     "p": 0.06050340458750725,
     "m": 0.37849119305610657
    },
    {
     "p": 0.05237039923667908,
     "m": 0.6656126976013184
    },
    {
     "p": 0.2560710608959198,
     "m": 0.0
    },
    {
     "p": 0.024342430755496025,
     "m": 1.0
    },
    {
     "p": 0.06952698528766632,
     "m": 1.0
    },
    {
     "p": 0.1628633290529251,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.0555766820907593,
   "val_loss": 1.0198558568954468,
   "acc": 67.72,
   "time": 238.47870235191658,
   "param": [
    {
     "p": 0.038006965070962906,
     "m": 1.0
    },
    {
     "p": 0.07187839597463608,
     "m": 1.0
    },
    {
     "p": 0.11137655377388,
     "m": 1.0
    },
    {
     "p": 0.06029152497649193,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.14604423940181732
    },
    {
     "p": 0.06517091393470764,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.06047595664858818
    },
    {
     "p": 0.06238201633095741,
     "m": 0.40774670243263245
    },
    {
     "p": 0.04810221865773201,
     "m": 0.6694338917732239
    },
    {
     "p": 0.2835266888141632,
     "m": 0.015677236020565033
    },
    {
     "p": 0.020433619618415833,
     "m": 1.0
    },
    {
     "p": 0.059371866285800934,
     "m": 1.0
    },
    {
     "p": 0.17945928871631622,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.2587922811508179,
   "val_loss": 1.04440176486969,
   "acc": 68.07,
   "time": 238.30050854291767,
   "param": [
    {
     "p": 0.02543472684919834,
     "m": 1.0
    },
    {
     "p": 0.07423508912324905,
     "m": 1.0
    },
    {
     "p": 0.09250680357217789,
     "m": 1.0
    },
    {
     "p": 0.05750270560383797,
     "m": 0.0023484129924327135
    },
    {
     "p": 0.0,
     "m": 0.002560847671702504
    },
    {
     "p": 0.0,
     "m": 0.14226293563842773
    },
    {
     "p": 0.030103176832199097,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.020752422511577606
    },
    {
     "p": 0.05495253950357437,
     "m": 0.3998804986476898
    },
    {
     "p": 0.03481283783912659,
     "m": 0.697850227355957
    },
    {
     "p": 0.3707931339740753,
     "m": 0.019356103613972664
    },
    {
     "p": 0.005374470725655556,
     "m": 1.0
    },
    {
     "p": 0.02680649235844612,
     "m": 1.0
    },
    {
     "p": 0.2274780124425888,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.0761817693710327,
   "val_loss": 1.0907907485961914,
   "acc": 66.94,
   "time": 241.0360626450274,
   "param": [
    {
     "p": 0.024379912763834,
     "m": 1.0
    },
    {
     "p": 0.08045046031475067,
     "m": 1.0
    },
    {
     "p": 0.07668396085500717,
     "m": 1.0
    },
    {
     "p": 0.048748064786195755,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.0006263887626118958,
     "m": 0.12817101180553436
    },
    {
     "p": 0.0,
     "m": 6.455864058807492e-05
    },
    {
     "p": 0.005725929047912359,
     "m": 0.0
    },
    {
     "p": 0.030772799625992775,
     "m": 0.4015503227710724
    },
    {
     "p": 0.04395778104662895,
     "m": 0.7127856612205505
    },
    {
     "p": 0.42545151710510254,
     "m": 0.008829532191157341
    },
    {
     "p": 0.005805797874927521,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.257397323846817,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.169862151145935,
   "val_loss": 1.054604172706604,
   "acc": 67.18,
   "time": 239.63544585299678,
   "param": [
    {
     "p": 0.03159661963582039,
     "m": 1.0
    },
    {
     "p": 0.07347600907087326,
     "m": 1.0
    },
    {
     "p": 0.0861726775765419,
     "m": 1.0
    },
    {
     "p": 0.042584821581840515,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.016719438135623932
    },
    {
     "p": 0.022074710577726364,
     "m": 0.09080103784799576
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.004302347544580698,
     "m": 0.0
    },
    {
     "p": 0.013294849544763565,
     "m": 0.42256975173950195
    },
    {
     "p": 0.04877037927508354,
     "m": 0.7164753079414368
    },
    {
     "p": 0.41017967462539673,
     "m": 0.0026679413858801126
    },
    {
     "p": 0.02017473801970482,
     "m": 0.9997451305389404
    },
    {
     "p": 0.008702821098268032,
     "m": 1.0
    },
    {
     "p": 0.23867030441761017,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.5759968757629395,
   "val_loss": 1.2477928400039673,
   "acc": 67.29,
   "time": 236.80363630782813,
   "param": [
    {
     "p": 0.026253892108798027,
     "m": 1.0
    },
    {
     "p": 0.07156684249639511,
     "m": 1.0
    },
    {
     "p": 0.08647587895393372,
     "m": 1.0
    },
    {
     "p": 0.037809476256370544,
     "m": 0.0
    },
    {
     "p": 0.0015397536335512996,
     "m": 0.0359039232134819
    },
    {
     "p": 0.0323217399418354,
     "m": 0.04924630746245384
    },
    {
     "p": 0.0,
     "m": 0.0
    },
    {
     "p": 0.001955867512151599,
     "m": 0.02287713624536991
    },
    {
     "p": 0.016424041241407394,
     "m": 0.43603500723838806
    },
    {
     "p": 0.05589943006634712,
     "m": 0.7085033059120178
    },
    {
     "p": 0.37655749917030334,
     "m": 0.0
    },
    {
     "p": 0.04274500533938408,
     "m": 0.9766760468482971
    },
    {
     "p": 0.02556031011044979,
     "m": 1.0
    },
    {
     "p": 0.22489021718502045,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.8915067911148071,
   "val_loss": 0.9133267402648926,
   "acc": 67.81,
   "time": 240.07908317400143,
   "param": [
    {
     "p": 0.009902865625917912,
     "m": 1.0
    },
    {
     "p": 0.07144368439912796,
     "m": 1.0
    },
    {
     "p": 0.08800158649682999,
     "m": 1.0
    },
    {
     "p": 0.04953034594655037,
     "m": 0.010194721631705761
    },
    {
     "p": 0.00531302485615015,
     "m": 0.062013011425733566
    },
    {
     "p": 0.04239519312977791,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.01450225617736578
    },
    {
     "p": 0.006741395220160484,
     "m": 0.05955237150192261
    },
    {
     "p": 0.026158850640058517,
     "m": 0.41260161995887756
    },
    {
     "p": 0.05837494134902954,
     "m": 0.6801729798316956
    },
    {
     "p": 0.3577047884464264,
     "m": 0.0
    },
    {
     "p": 0.02359536848962307,
     "m": 0.9491127133369446
    },
    {
     "p": 0.03145783022046089,
     "m": 1.0
    },
    {
     "p": 0.22938008606433868,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.8531656265258789,
   "val_loss": 1.165105938911438,
   "acc": 67.14,
   "time": 236.24958684807643,
   "param": [
    {
     "p": 0.003329088445752859,
     "m": 1.0
    },
    {
     "p": 0.06466323882341385,
     "m": 1.0
    },
    {
     "p": 0.09827376902103424,
     "m": 1.0
    },
    {
     "p": 0.07614041864871979,
     "m": 0.02784634567797184
    },
    {
     "p": 0.022161956876516342,
     "m": 0.07726612687110901
    },
    {
     "p": 0.03990400582551956,
     "m": 0.00395033648237586
    },
    {
     "p": 0.01638651080429554,
     "m": 0.034163739532232285
    },
    {
     "p": 0.01657712832093239,
     "m": 0.09406143426895142
    },
    {
     "p": 0.02934527024626732,
     "m": 0.40519091486930847
    },
    {
     "p": 0.055935099720954895,
     "m": 0.6228694915771484
    },
    {
     "p": 0.32058316469192505,
     "m": 0.0
    },
    {
     "p": 0.017190733924508095,
     "m": 0.9133664965629578
    },
    {
     "p": 0.02076820097863674,
     "m": 1.0
    },
    {
     "p": 0.21874140202999115,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 1.0435237884521484,
   "val_loss": 1.0979030132293701,
   "acc": 67.03,
   "time": 238.73851510696113,
   "param": [
    {
     "p": 1.4134460798231885e-05,
     "m": 1.0
    },
    {
     "p": 0.06663645803928375,
     "m": 1.0
    },
    {
     "p": 0.1089140996336937,
     "m": 1.0
    },
    {
     "p": 0.07006152719259262,
     "m": 0.006848761346191168
    },
    {
     "p": 0.03357672691345215,
     "m": 0.06832731515169144
    },
    {
     "p": 0.046052273362874985,
     "m": 0.0
    },
    {
     "p": 0.02696772664785385,
     "m": 0.06303945183753967
    },
    {
     "p": 0.026632022112607956,
     "m": 0.10366999357938766
    },
    {
     "p": 0.02254997380077839,
     "m": 0.39906272292137146
    },
    {
     "p": 0.05752766877412796,
     "m": 0.6223974227905273
    },
    {
     "p": 0.29530659317970276,
     "m": 0.0
    },
    {
     "p": 0.008526458404958248,
     "m": 0.8992575407028198
    },
    {
     "p": 0.019159989431500435,
     "m": 1.0
    },
    {
     "p": 0.21807441115379333,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.915630042552948,
   "val_loss": 1.0634037256240845,
   "acc": 66.27,
   "time": 235.52925409702584,
   "param": [
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.07658766210079193,
     "m": 1.0
    },
    {
     "p": 0.12695571780204773,
     "m": 1.0
    },
    {
     "p": 0.058657195419073105,
     "m": 0.0
    },
    {
     "p": 0.05495085194706917,
     "m": 0.03865222632884979
    },
    {
     "p": 0.05279826372861862,
     "m": 0.0
    },
    {
     "p": 0.03830470144748688,
     "m": 0.07365452498197556
    },
    {
     "p": 0.024194810539484024,
     "m": 0.13676157593727112
    },
    {
     "p": 0.014776662923395634,
     "m": 0.3817266523838043
    },
    {
     "p": 0.05200115963816643,
     "m": 0.6121414303779602
    },
    {
     "p": 0.275298535823822,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.8869470953941345
    },
    {
     "p": 0.008239539340138435,
     "m": 1.0
    },
    {
     "p": 0.21723493933677673,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.1083009243011475,
   "val_loss": 1.0738396644592285,
   "acc": 66.64,
   "time": 238.97358568990603,
   "param": [
    {
     "p": 0.007568711414933205,
     "m": 1.0
    },
    {
     "p": 0.09682627022266388,
     "m": 1.0
    },
    {
     "p": 0.11829305440187454,
     "m": 1.0
    },
    {
     "p": 0.055959753692150116,
     "m": 0.0
    },
    {
     "p": 0.055314891040325165,
     "m": 0.0
    },
    {
     "p": 0.06433529406785965,
     "m": 0.0
    },
    {
     "p": 0.026296215131878853,
     "m": 0.039550065994262695
    },
    {
     "p": 0.027709705755114555,
     "m": 0.15996909141540527
    },
    {
     "p": 0.0,
     "m": 0.3599543571472168
    },
    {
     "p": 0.06717861443758011,
     "m": 0.585526168346405
    },
    {
     "p": 0.26528728008270264,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.8804265260696411
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.21523024141788483,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.0842442512512207,
   "val_loss": 0.9430161118507385,
   "acc": 66.02,
   "time": 239.70960549195297,
   "param": [
    {
     "p": 0.024437470361590385,
     "m": 1.0
    },
    {
     "p": 0.11347315460443497,
     "m": 1.0
    },
    {
     "p": 0.11768046021461487,
     "m": 1.0
    },
    {
     "p": 0.04950501769781113,
     "m": 0.0009337471565231681
    },
    {
     "p": 0.045856963843107224,
     "m": 0.0280302781611681
    },
    {
     "p": 0.05054691433906555,
     "m": 0.0
    },
    {
     "p": 0.009021170437335968,
     "m": 0.0
    },
    {
     "p": 0.03236265480518341,
     "m": 0.1747235804796219
    },
    {
     "p": 0.0010466588428243995,
     "m": 0.33195871114730835
    },
    {
     "p": 0.07008654624223709,
     "m": 0.5810155868530273
    },
    {
     "p": 0.2544827461242676,
     "m": 0.0
    },
    {
     "p": 0.0,
     "m": 0.8854587078094482
    },
    {
     "p": 0.0023984552826732397,
     "m": 1.0
    },
    {
     "p": 0.22910183668136597,
     "m": 1.0
    }
   ]
  }
 ]
}