{
 "Accuracy": 73.54,
 "Time": [
  211.42365484645435,
  3.9264071068493482
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.269484519958496,
   "val_loss": 2.282410144805908,
   "acc": 10.13,
   "time": 206.58949414500967,
   "param": [
    {
     "p": 0.1175905168056488,
     "m": 1.0
    },
    {
     "p": 0.02926032617688179,
     "m": 1.0
    },
    {
     "p": 0.09010110050439835,
     "m": 1.0
    },
    {
     "p": 0.131730854511261,
     "m": 1.0
    },
    {
     "p": 0.00574638182297349,
     "m": 1.0
    },
    {
     "p": 0.029433054849505424,
     "m": 0.980747640132904
    },
    {
     "p": 0.03528357297182083,
     "m": 0.9977254271507263
    },
    {
     "p": 0.12310123443603516,
     "m": 0.9941739439964294
    },
    {
     "p": 0.047693923115730286,
     "m": 0.9980128407478333
    },
    {
     "p": 0.09440981596708298,
     "m": 1.0
    },
    {
     "p": 0.06780382990837097,
     "m": 0.9998868703842163
    },
    {
     "p": 0.07959769666194916,
     "m": 0.9976191520690918
    },
    {
     "p": 0.09477675706148148,
     "m": 1.0
    },
    {
     "p": 0.053470954298973083,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.260085105895996,
   "val_loss": 2.128038167953491,
   "acc": 21.95,
   "time": 211.19087262096582,
   "param": [
    {
     "p": 0.07166679203510284,
     "m": 1.0
    },
    {
     "p": 0.015455542132258415,
     "m": 1.0
    },
    {
     "p": 0.06898996978998184,
     "m": 1.0
    },
    {
     "p": 0.035074446350336075,
     "m": 0.9942007064819336
    },
    {
     "p": 0.04638177156448364,
     "m": 0.9837982654571533
    },
    {
     "p": 0.03911823779344559,
     "m": 0.8248339295387268
    },
    {
     "p": 0.1416236162185669,
     "m": 0.9818117618560791
    },
    {
     "p": 0.11426367610692978,
     "m": 0.9536508321762085
    },
    {
     "p": 0.016629258170723915,
     "m": 0.9661647081375122
    },
    {
     "p": 0.1417589783668518,
     "m": 1.0
    },
    {
     "p": 0.028645209968090057,
     "m": 0.9746622443199158
    },
    {
     "p": 0.16108658909797668,
     "m": 1.0
    },
    {
     "p": 0.05072677135467529,
     "m": 1.0
    },
    {
     "p": 0.06857916712760925,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.100400924682617,
   "val_loss": 1.9920061826705933,
   "acc": 27.51,
   "time": 210.1972769270069,
   "param": [
    {
     "p": 0.068931445479393,
     "m": 1.0
    },
    {
     "p": 0.05684462934732437,
     "m": 1.0
    },
    {
     "p": 0.07068832963705063,
     "m": 1.0
    },
    {
     "p": 0.0533619225025177,
     "m": 0.8871954679489136
    },
    {
     "p": 0.07697529345750809,
     "m": 0.6015661358833313
    },
    {
     "p": 0.06876012682914734,
     "m": 0.3974911868572235
    },
    {
     "p": 0.05989928916096687,
     "m": 0.9783389568328857
    },
    {
     "p": 0.07655118405818939,
     "m": 0.9712941646575928
    },
    {
     "p": 0.08572309464216232,
     "m": 1.0
    },
    {
     "p": 0.05245614051818848,
     "m": 0.6768478751182556
    },
    {
     "p": 0.09434586018323898,
     "m": 1.0
    },
    {
     "p": 0.11377543210983276,
     "m": 0.9908153414726257
    },
    {
     "p": 0.06252183765172958,
     "m": 1.0
    },
    {
     "p": 0.059165339916944504,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 1.9241812229156494,
   "val_loss": 1.9358352422714233,
   "acc": 31.1,
   "time": 205.4404940030072,
   "param": [
    {
     "p": 0.07968483120203018,
     "m": 1.0
    },
    {
     "p": 0.057661302387714386,
     "m": 1.0
    },
    {
     "p": 0.067801333963871,
     "m": 1.0
    },
    {
     "p": 0.08842980861663818,
     "m": 0.9200405478477478
    },
    {
     "p": 0.0644911676645279,
     "m": 0.6421800255775452
    },
    {
     "p": 0.08020667731761932,
     "m": 0.5553638339042664
    },
    {
     "p": 0.06283626705408096,
     "m": 0.982721209526062
    },
    {
     "p": 0.12114211171865463,
     "m": 0.9467632174491882
    },
    {
     "p": 0.055578749626874924,
     "m": 0.9985620379447937
    },
    {
     "p": 0.05394504591822624,
     "m": 0.44533786177635193
    },
    {
     "p": 0.09872289001941681,
     "m": 1.0
    },
    {
     "p": 0.10881415754556656,
     "m": 0.9905083775520325
    },
    {
     "p": 0.04118528589606285,
     "m": 1.0
    },
    {
     "p": 0.019500382244586945,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.0510098934173584,
   "val_loss": 1.7517856359481812,
   "acc": 33.91,
   "time": 212.8606499239686,
   "param": [
    {
     "p": 0.07541809976100922,
     "m": 1.0
    },
    {
     "p": 0.07551372796297073,
     "m": 1.0
    },
    {
     "p": 0.11759216338396072,
     "m": 1.0
    },
    {
     "p": 0.09690143167972565,
     "m": 0.9716073870658875
    },
    {
     "p": 0.05954685062170029,
     "m": 0.6709460616111755
    },
    {
     "p": 0.08008906990289688,
     "m": 0.33583781123161316
    },
    {
     "p": 0.035621434450149536,
     "m": 0.9766393899917603
    },
    {
     "p": 0.06277403980493546,
     "m": 0.8973568677902222
    },
    {
     "p": 0.08310778439044952,
     "m": 1.0
    },
    {
     "p": 0.07681804895401001,
     "m": 0.1629934310913086
    },
    {
     "p": 0.04854310676455498,
     "m": 0.9975890517234802
    },
    {
     "p": 0.05655664578080177,
     "m": 1.0
    },
    {
     "p": 0.059194423258304596,
     "m": 1.0
    },
    {
     "p": 0.07232311367988586,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 2.0228137969970703,
   "val_loss": 1.7118773460388184,
   "acc": 39.64,
   "time": 212.01097304897849,
   "param": [
    {
     "p": 0.11652408540248871,
     "m": 1.0
    },
    {
     "p": 0.015055987983942032,
     "m": 1.0
    },
    {
     "p": 0.06983671337366104,
     "m": 1.0
    },
    {
     "p": 0.0501396469771862,
     "m": 0.8501946330070496
    },
    {
     "p": 0.0012234998866915703,
     "m": 0.3947068750858307
    },
    {
     "p": 0.10956059396266937,
     "m": 0.4918913245201111
    },
    {
     "p": 0.08256718516349792,
     "m": 0.9389201998710632
    },
    {
     "p": 0.08443696051836014,
     "m": 0.9957209229469299
    },
    {
     "p": 0.09880654513835907,
     "m": 0.9969437122344971
    },
    {
     "p": 0.07731489837169647,
     "m": 0.03217163309454918
    },
    {
     "p": 0.02861972153186798,
     "m": 0.9870254993438721
    },
    {
     "p": 0.05433525890111923,
     "m": 0.9966101050376892
    },
    {
     "p": 0.1099856048822403,
     "m": 1.0
    },
    {
     "p": 0.10159321874380112,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.8837212324142456,
   "val_loss": 1.6770399808883667,
   "acc": 41.91,
   "time": 216.69046779401833,
   "param": [
    {
     "p": 0.07922276854515076,
     "m": 1.0
    },
    {
     "p": 0.07109389454126358,
     "m": 1.0
    },
    {
     "p": 0.08251065760850906,
     "m": 1.0
    },
    {
     "p": 0.07668013125658035,
     "m": 0.7594429850578308
    },
    {
     "p": 0.07404536008834839,
     "m": 0.27523645758628845
    },
    {
     "p": 0.07528633624315262,
     "m": 0.6291506290435791
    },
    {
     "p": 0.06593281775712967,
     "m": 0.9270676374435425
    },
    {
     "p": 0.06920074671506882,
     "m": 0.9736617207527161
    },
    {
     "p": 0.05035824328660965,
     "m": 1.0
    },
    {
     "p": 0.056343935430049896,
     "m": 0.07396692037582397
    },
    {
     "p": 0.06694072484970093,
     "m": 1.0
    },
    {
     "p": 0.09533661603927612,
     "m": 0.9783295392990112
    },
    {
     "p": 0.09192438423633575,
     "m": 1.0
    },
    {
     "p": 0.04512344300746918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.8118863105773926,
   "val_loss": 1.6657607555389404,
   "acc": 41.74,
   "time": 204.45114716800163,
   "param": [
    {
     "p": 0.1015247330069542,
     "m": 1.0
    },
    {
     "p": 0.07347096502780914,
     "m": 1.0
    },
    {
     "p": 0.07433366775512695,
     "m": 1.0
    },
    {
     "p": 0.07863057404756546,
     "m": 0.7568603754043579
    },
    {
     "p": 0.0834057554602623,
     "m": 0.20690160989761353
    },
    {
     "p": 0.04244783893227577,
     "m": 0.6669213771820068
    },
    {
     "p": 0.09509261697530746,
     "m": 0.867913544178009
    },
    {
     "p": 0.11183105409145355,
     "m": 0.8680545091629028
    },
    {
     "p": 0.030827637761831284,
     "m": 0.9758586883544922
    },
    {
     "p": 0.04420943930745125,
     "m": 0.17912405729293823
    },
    {
     "p": 0.05093646049499512,
     "m": 0.9272765517234802
    },
    {
     "p": 0.0839405357837677,
     "m": 0.9611238837242126
    },
    {
     "p": 0.09899336099624634,
     "m": 1.0
    },
    {
     "p": 0.030355306342244148,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.8104703426361084,
   "val_loss": 1.677642583847046,
   "acc": 43.87,
   "time": 217.57349155802513,
   "param": [
    {
     "p": 0.1007561907172203,
     "m": 1.0
    },
    {
     "p": 0.05415824055671692,
     "m": 1.0
    },
    {
     "p": 0.11887529492378235,
     "m": 1.0
    },
    {
     "p": 0.0933590903878212,
     "m": 0.8523247241973877
    },
    {
     "p": 0.08834541589021683,
     "m": 0.25572624802589417
    },
    {
     "p": 0.042083777487277985,
     "m": 0.60075843334198
    },
    {
     "p": 0.053101904690265656,
     "m": 0.9131351709365845
    },
    {
     "p": 0.09726234525442123,
     "m": 0.9836928248405457
    },
    {
     "p": 0.06639853864908218,
     "m": 0.9959968328475952
    },
    {
     "p": 0.048786312341690063,
     "m": 0.1911831498146057
    },
    {
     "p": 0.050294093787670135,
     "m": 0.9990542531013489
    },
    {
     "p": 0.04759432375431061,
     "m": 1.0
    },
    {
     "p": 0.07806556671857834,
     "m": 1.0
    },
    {
     "p": 0.06091888248920441,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.7909308671951294,
   "val_loss": 1.4879897832870483,
   "acc": 44.66,
   "time": 212.3737317220075,
   "param": [
    {
     "p": 0.08584988862276077,
     "m": 1.0
    },
    {
     "p": 0.05694572255015373,
     "m": 1.0
    },
    {
     "p": 0.09065808355808258,
     "m": 1.0
    },
    {
     "p": 0.0646604672074318,
     "m": 0.8658329844474792
    },
    {
     "p": 0.08279157429933548,
     "m": 0.20195649564266205
    },
    {
     "p": 0.05376097559928894,
     "m": 0.5516109466552734
    },
    {
     "p": 0.08752287924289703,
     "m": 0.7877881526947021
    },
    {
     "p": 0.08120422810316086,
     "m": 0.9749282598495483
    },
    {
     "p": 0.060608793050050735,
     "m": 1.0
    },
    {
     "p": 0.05547924339771271,
     "m": 0.21868152916431427
    },
    {
     "p": 0.07397080957889557,
     "m": 1.0
    },
    {
     "p": 0.09047399461269379,
     "m": 1.0
    },
    {
     "p": 0.06004604324698448,
     "m": 1.0
    },
    {
     "p": 0.05602731928229332,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.8376189470291138,
   "val_loss": 1.4492592811584473,
   "acc": 46.07,
   "time": 207.5584842939861,
   "param": [
    {
     "p": 0.07192699611186981,
     "m": 1.0
    },
    {
     "p": 0.059722788631916046,
     "m": 1.0
    },
    {
     "p": 0.08292721211910248,
     "m": 1.0
    },
    {
     "p": 0.06039639189839363,
     "m": 0.9194586873054504
    },
    {
     "p": 0.06911496818065643,
     "m": 0.16753070056438446
    },
    {
     "p": 0.07236002385616302,
     "m": 0.4998662769794464
    },
    {
     "p": 0.08869634568691254,
     "m": 0.8162660002708435
    },
    {
     "p": 0.06657221913337708,
     "m": 0.9593730568885803
    },
    {
     "p": 0.07245881855487823,
     "m": 1.0
    },
    {
     "p": 0.07521124184131622,
     "m": 0.19248686730861664
    },
    {
     "p": 0.06262839585542679,
     "m": 1.0
    },
    {
     "p": 0.07806643098592758,
     "m": 1.0
    },
    {
     "p": 0.0648617222905159,
     "m": 1.0
    },
    {
     "p": 0.07505644857883453,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.705476999282837,
   "val_loss": 1.468171238899231,
   "acc": 47.23,
   "time": 213.22132393799257,
   "param": [
    {
     "p": 0.0849255695939064,
     "m": 1.0
    },
    {
     "p": 0.04579048603773117,
     "m": 1.0
    },
    {
     "p": 0.08382266014814377,
     "m": 1.0
    },
    {
     "p": 0.06754525750875473,
     "m": 0.9620561599731445
    },
    {
     "p": 0.08465101569890976,
     "m": 0.18768297135829926
    },
    {
     "p": 0.06364756077528,
     "m": 0.4366098940372467
    },
    {
     "p": 0.09050344675779343,
     "m": 0.8409190773963928
    },
    {
     "p": 0.0524776317179203,
     "m": 0.8823357820510864
    },
    {
     "p": 0.05877526104450226,
     "m": 0.9962164163589478
    },
    {
     "p": 0.05845725163817406,
     "m": 0.199171781539917
    },
    {
     "p": 0.08091465383768082,
     "m": 1.0
    },
    {
     "p": 0.09828392416238785,
     "m": 1.0
    },
    {
     "p": 0.08485479652881622,
     "m": 1.0
    },
    {
     "p": 0.04535053297877312,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.6858456134796143,
   "val_loss": 1.4183021783828735,
   "acc": 47.28,
   "time": 214.00139252498047,
   "param": [
    {
     "p": 0.09014895558357239,
     "m": 1.0
    },
    {
     "p": 0.047484468668699265,
     "m": 1.0
    },
    {
     "p": 0.0675470381975174,
     "m": 1.0
    },
    {
     "p": 0.07205556333065033,
     "m": 0.9571004509925842
    },
    {
     "p": 0.08231882750988007,
     "m": 0.13426288962364197
    },
    {
     "p": 0.053793542087078094,
     "m": 0.5313514471054077
    },
    {
     "p": 0.07564353942871094,
     "m": 0.8569042682647705
    },
    {
     "p": 0.05483335256576538,
     "m": 1.0
    },
    {
     "p": 0.051284272223711014,
     "m": 1.0
    },
    {
     "p": 0.05524982139468193,
     "m": 0.22308479249477386
    },
    {
     "p": 0.09725002944469452,
     "m": 1.0
    },
    {
     "p": 0.09486301243305206,
     "m": 0.999483048915863
    },
    {
     "p": 0.07633703947067261,
     "m": 1.0
    },
    {
     "p": 0.08119043707847595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.6892967224121094,
   "val_loss": 1.4349145889282227,
   "acc": 49.36,
   "time": 213.81351771601476,
   "param": [
    {
     "p": 0.08945829421281815,
     "m": 1.0
    },
    {
     "p": 0.06909061968326569,
     "m": 1.0
    },
    {
     "p": 0.10023341327905655,
     "m": 1.0
    },
    {
     "p": 0.07946182787418365,
     "m": 1.0
    },
    {
     "p": 0.07697545737028122,
     "m": 0.11303520202636719
    },
    {
     "p": 0.04913579300045967,
     "m": 0.5456755757331848
    },
    {
     "p": 0.04947955161333084,
     "m": 0.9360929727554321
    },
    {
     "p": 0.07626592367887497,
     "m": 1.0
    },
    {
     "p": 0.055951133370399475,
     "m": 0.9708224534988403
    },
    {
     "p": 0.06375135481357574,
     "m": 0.27672985196113586
    },
    {
     "p": 0.070928655564785,
     "m": 0.9846804738044739
    },
    {
     "p": 0.09762979298830032,
     "m": 1.0
    },
    {
     "p": 0.08218299597501755,
     "m": 1.0
    },
    {
     "p": 0.039455100893974304,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.7435650825500488,
   "val_loss": 1.375607967376709,
   "acc": 50.34,
   "time": 210.6448781299987,
   "param": [
    {
     "p": 0.11343537271022797,
     "m": 1.0
    },
    {
     "p": 0.039622265845537186,
     "m": 1.0
    },
    {
     "p": 0.07450874894857407,
     "m": 1.0
    },
    {
     "p": 0.06057428941130638,
     "m": 0.9931939840316772
    },
    {
     "p": 0.09687469154596329,
     "m": 0.12297205626964569
    },
    {
     "p": 0.06605856120586395,
     "m": 0.5941717028617859
    },
    {
     "p": 0.060164134949445724,
     "m": 0.836063027381897
    },
    {
     "p": 0.0920867994427681,
     "m": 1.0
    },
    {
     "p": 0.08681600540876389,
     "m": 1.0
    },
    {
     "p": 0.06427783519029617,
     "m": 0.3424202501773834
    },
    {
     "p": 0.05850959196686745,
     "m": 0.9757145643234253
    },
    {
     "p": 0.06494040042161942,
     "m": 1.0
    },
    {
     "p": 0.09135285019874573,
     "m": 1.0
    },
    {
     "p": 0.030778350308537483,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.6096994876861572,
   "val_loss": 1.3390289545059204,
   "acc": 50.91,
   "time": 204.3578007990145,
   "param": [
    {
     "p": 0.09053362160921097,
     "m": 1.0
    },
    {
     "p": 0.05459003522992134,
     "m": 1.0
    },
    {
     "p": 0.0442856140434742,
     "m": 1.0
    },
    {
     "p": 0.08053839951753616,
     "m": 1.0
    },
    {
     "p": 0.04777403548359871,
     "m": 0.18153195083141327
    },
    {
     "p": 0.05901912599802017,
     "m": 0.6072629690170288
    },
    {
     "p": 0.10125503689050674,
     "m": 0.7923645973205566
    },
    {
     "p": 0.09059420973062515,
     "m": 1.0
    },
    {
     "p": 0.04637888818979263,
     "m": 0.9653828144073486
    },
    {
     "p": 0.06426405161619186,
     "m": 0.4247485101222992
    },
    {
     "p": 0.05638127401471138,
     "m": 0.9609051942825317
    },
    {
     "p": 0.08859056234359741,
     "m": 1.0
    },
    {
     "p": 0.10746009647846222,
     "m": 1.0
    },
    {
     "p": 0.06833512336015701,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.7216912508010864,
   "val_loss": 1.3142998218536377,
   "acc": 51.15,
   "time": 209.29448351397878,
   "param": [
    {
     "p": 0.07566628605127335,
     "m": 1.0
    },
    {
     "p": 0.047669798135757446,
     "m": 1.0
    },
    {
     "p": 0.07036272436380386,
     "m": 1.0
    },
    {
     "p": 0.057478807866573334,
     "m": 0.9650125503540039
    },
    {
     "p": 0.07588190585374832,
     "m": 0.13048848509788513
    },
    {
     "p": 0.06625401228666306,
     "m": 0.6325625777244568
    },
    {
     "p": 0.08094444125890732,
     "m": 0.7288424968719482
    },
    {
     "p": 0.048547592014074326,
     "m": 1.0
    },
    {
     "p": 0.06955048441886902,
     "m": 0.9881742000579834
    },
    {
     "p": 0.06656338274478912,
     "m": 0.48341426253318787
    },
    {
     "p": 0.08050364255905151,
     "m": 0.983008086681366
    },
    {
     "p": 0.09061742573976517,
     "m": 1.0
    },
    {
     "p": 0.09279530495405197,
     "m": 1.0
    },
    {
     "p": 0.0771641880273819,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.6518263816833496,
   "val_loss": 1.4414663314819336,
   "acc": 51.64,
   "time": 211.92626046703663,
   "param": [
    {
     "p": 0.06639623641967773,
     "m": 1.0
    },
    {
     "p": 0.05707218497991562,
     "m": 1.0
    },
    {
     "p": 0.09102543443441391,
     "m": 1.0
    },
    {
     "p": 0.04330424964427948,
     "m": 1.0
    },
    {
     "p": 0.09214357286691666,
     "m": 0.05233239382505417
    },
    {
     "p": 0.06227388232946396,
     "m": 0.5715000033378601
    },
    {
     "p": 0.07672972232103348,
     "m": 0.7061346769332886
    },
    {
     "p": 0.09269554913043976,
     "m": 0.9973322153091431
    },
    {
     "p": 0.07596861571073532,
     "m": 0.9986358880996704
    },
    {
     "p": 0.06138497591018677,
     "m": 0.500933051109314
    },
    {
     "p": 0.053715988993644714,
     "m": 0.9934828877449036
    },
    {
     "p": 0.08682774007320404,
     "m": 1.0
    },
    {
     "p": 0.08023039251565933,
     "m": 1.0
    },
    {
     "p": 0.06023144721984863,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.540205478668213,
   "val_loss": 1.3526126146316528,
   "acc": 53.7,
   "time": 215.12131354300072,
   "param": [
    {
     "p": 0.08934910595417023,
     "m": 1.0
    },
    {
     "p": 0.04179302603006363,
     "m": 1.0
    },
    {
     "p": 0.08810258656740189,
     "m": 1.0
    },
    {
     "p": 0.056014589965343475,
     "m": 0.9681446552276611
    },
    {
     "p": 0.0889444500207901,
     "m": 0.0
    },
    {
     "p": 0.05904604122042656,
     "m": 0.5289674401283264
    },
    {
     "p": 0.09850186854600906,
     "m": 0.7458204627037048
    },
    {
     "p": 0.07409217953681946,
     "m": 1.0
    },
    {
     "p": 0.048832111060619354,
     "m": 1.0
    },
    {
     "p": 0.06868920475244522,
     "m": 0.53019118309021
    },
    {
     "p": 0.0659710243344307,
     "m": 1.0
    },
    {
     "p": 0.08590289205312729,
     "m": 1.0
    },
    {
     "p": 0.08795017004013062,
     "m": 1.0
    },
    {
     "p": 0.04681070148944855,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.7065495252609253,
   "val_loss": 1.3206876516342163,
   "acc": 55.02,
   "time": 208.6497789529967,
   "param": [
    {
     "p": 0.08863865584135056,
     "m": 1.0
    },
    {
     "p": 0.07645430415868759,
     "m": 1.0
    },
    {
     "p": 0.07964044064283371,
     "m": 1.0
    },
    {
     "p": 0.05981745198369026,
     "m": 0.9859737753868103
    },
    {
     "p": 0.07183530181646347,
     "m": 0.0
    },
    {
     "p": 0.07355404645204544,
     "m": 0.5608686208724976
    },
    {
     "p": 0.06946998089551926,
     "m": 0.6974189281463623
    },
    {
     "p": 0.0644516572356224,
     "m": 1.0
    },
    {
     "p": 0.06452867388725281,
     "m": 1.0
    },
    {
     "p": 0.08073905110359192,
     "m": 0.514780580997467
    },
    {
     "p": 0.08600639551877975,
     "m": 0.9979914426803589
    },
    {
     "p": 0.07097136974334717,
     "m": 1.0
    },
    {
     "p": 0.06460557132959366,
     "m": 1.0
    },
    {
     "p": 0.04928708076477051,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.547552466392517,
   "val_loss": 1.2738784551620483,
   "acc": 55.42,
   "time": 208.97080186003586,
   "param": [
    {
     "p": 0.08394184708595276,
     "m": 1.0
    },
    {
     "p": 0.03008219413459301,
     "m": 1.0
    },
    {
     "p": 0.1015642061829567,
     "m": 1.0
    },
    {
     "p": 0.07532186061143875,
     "m": 0.9401857852935791
    },
    {
     "p": 0.09960900992155075,
     "m": 0.0738728940486908
    },
    {
     "p": 0.05759270116686821,
     "m": 0.6826601624488831
    },
    {
     "p": 0.07460866123437881,
     "m": 0.6102821826934814
    },
    {
     "p": 0.07751818746328354,
     "m": 1.0
    },
    {
     "p": 0.0653771385550499,
     "m": 1.0
    },
    {
     "p": 0.06730519235134125,
     "m": 0.5302346348762512
    },
    {
     "p": 0.04936542734503746,
     "m": 0.9956334233283997
    },
    {
     "p": 0.05264868587255478,
     "m": 1.0
    },
    {
     "p": 0.09413740038871765,
     "m": 1.0
    },
    {
     "p": 0.07092748582363129,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.661407709121704,
   "val_loss": 1.2811148166656494,
   "acc": 53.93,
   "time": 208.09474770299857,
   "param": [
    {
     "p": 0.09128226339817047,
     "m": 1.0
    },
    {
     "p": 0.056746870279312134,
     "m": 1.0
    },
    {
     "p": 0.07917719334363937,
     "m": 1.0
    },
    {
     "p": 0.038728516548871994,
     "m": 0.9791128039360046
    },
    {
     "p": 0.08198662102222443,
     "m": 0.09672863781452179
    },
    {
     "p": 0.0778639018535614,
     "m": 0.7221935987472534
    },
    {
     "p": 0.08753404766321182,
     "m": 0.5848169326782227
    },
    {
     "p": 0.05786310136318207,
     "m": 0.9951701164245605
    },
    {
     "p": 0.06381619721651077,
     "m": 0.9992192983627319
    },
    {
     "p": 0.06975993514060974,
     "m": 0.5846338868141174
    },
    {
     "p": 0.07516209036111832,
     "m": 0.9931836724281311
    },
    {
     "p": 0.07243131101131439,
     "m": 1.0
    },
    {
     "p": 0.09340794384479523,
     "m": 1.0
    },
    {
     "p": 0.05423998087644577,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.6395478248596191,
   "val_loss": 1.2569332122802734,
   "acc": 55.08,
   "time": 209.82051778002642,
   "param": [
    {
     "p": 0.08358701318502426,
     "m": 1.0
    },
    {
     "p": 0.06760936975479126,
     "m": 1.0
    },
    {
     "p": 0.09659966081380844,
     "m": 1.0
    },
    {
     "p": 0.058509889990091324,
     "m": 1.0
    },
    {
     "p": 0.08561449497938156,
     "m": 0.21119561791419983
    },
    {
     "p": 0.05564871057868004,
     "m": 0.7413124442100525
    },
    {
     "p": 0.08334606885910034,
     "m": 0.6004881858825684
    },
    {
     "p": 0.08906595408916473,
     "m": 1.0
    },
    {
     "p": 0.05510392040014267,
     "m": 0.9879878163337708
    },
    {
     "p": 0.06603965163230896,
     "m": 0.6185686588287354
    },
    {
     "p": 0.04864294454455376,
     "m": 1.0
    },
    {
     "p": 0.0888492688536644,
     "m": 1.0
    },
    {
     "p": 0.06451977044343948,
     "m": 1.0
    },
    {
     "p": 0.056863296777009964,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.3671722412109375,
   "val_loss": 1.2582060098648071,
   "acc": 55.79,
   "time": 208.21880429197336,
   "param": [
    {
     "p": 0.09279435873031616,
     "m": 1.0
    },
    {
     "p": 0.0034870197996497154,
     "m": 1.0
    },
    {
     "p": 0.09139642864465714,
     "m": 1.0
    },
    {
     "p": 0.021899918094277382,
     "m": 0.9230697751045227
    },
    {
     "p": 0.07802915573120117,
     "m": 0.08179238438606262
    },
    {
     "p": 0.05905161052942276,
     "m": 0.7553117275238037
    },
    {
     "p": 0.06977102160453796,
     "m": 0.6429473161697388
    },
    {
     "p": 0.07169146090745926,
     "m": 0.9961416721343994
    },
    {
     "p": 0.061658669263124466,
     "m": 0.9782546758651733
    },
    {
     "p": 0.08647648245096207,
     "m": 0.6321675777435303
    },
    {
     "p": 0.10914574563503265,
     "m": 1.0
    },
    {
     "p": 0.08296211063861847,
     "m": 1.0
    },
    {
     "p": 0.11873890459537506,
     "m": 1.0
    },
    {
     "p": 0.05289710685610771,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.350045084953308,
   "val_loss": 1.2426666021347046,
   "acc": 56.47,
   "time": 214.64690799900563,
   "param": [
    {
     "p": 0.09714946895837784,
     "m": 1.0
    },
    {
     "p": 0.04703061655163765,
     "m": 1.0
    },
    {
     "p": 0.09948074072599411,
     "m": 1.0
    },
    {
     "p": 0.05206635594367981,
     "m": 0.8560861945152283
    },
    {
     "p": 0.07984218746423721,
     "m": 0.08865435421466827
    },
    {
     "p": 0.03571566939353943,
     "m": 0.7213335037231445
    },
    {
     "p": 0.0823955163359642,
     "m": 0.5743537545204163
    },
    {
     "p": 0.0686357170343399,
     "m": 1.0
    },
    {
     "p": 0.07275329530239105,
     "m": 0.9743260145187378
    },
    {
     "p": 0.08281680196523666,
     "m": 0.6683207750320435
    },
    {
     "p": 0.07012216001749039,
     "m": 1.0
    },
    {
     "p": 0.08050417900085449,
     "m": 1.0
    },
    {
     "p": 0.07030278444290161,
     "m": 1.0
    },
    {
     "p": 0.06118450686335564,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.4952365159988403,
   "val_loss": 1.2977104187011719,
   "acc": 55.33,
   "time": 213.84990774601465,
   "param": [
    {
     "p": 0.09141350537538528,
     "m": 1.0
    },
    {
     "p": 0.06141947582364082,
     "m": 1.0
    },
    {
     "p": 0.07725728303194046,
     "m": 1.0
    },
    {
     "p": 0.05670157074928284,
     "m": 1.0
    },
    {
     "p": 0.0715770423412323,
     "m": 0.08938595652580261
    },
    {
     "p": 0.051736682653427124,
     "m": 0.7770265936851501
    },
    {
     "p": 0.07154244929552078,
     "m": 0.8256503343582153
    },
    {
     "p": 0.06972598284482956,
     "m": 0.880761981010437
    },
    {
     "p": 0.06007098779082298,
     "m": 0.9589453339576721
    },
    {
     "p": 0.05421539396047592,
     "m": 0.6920358538627625
    },
    {
     "p": 0.06716164201498032,
     "m": 0.9939631223678589
    },
    {
     "p": 0.10263668745756149,
     "m": 1.0
    },
    {
     "p": 0.09240112453699112,
     "m": 1.0
    },
    {
     "p": 0.0721401795744896,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.53291654586792,
   "val_loss": 1.1678290367126465,
   "acc": 58.34,
   "time": 209.15362966497196,
   "param": [
    {
     "p": 0.07916204631328583,
     "m": 1.0
    },
    {
     "p": 0.05322028696537018,
     "m": 1.0
    },
    {
     "p": 0.06967104226350784,
     "m": 1.0
    },
    {
     "p": 0.04525554180145264,
     "m": 0.9383828639984131
    },
    {
     "p": 0.09752166271209717,
     "m": 0.12598904967308044
    },
    {
     "p": 0.06937093287706375,
     "m": 0.7425701022148132
    },
    {
     "p": 0.07455258816480637,
     "m": 0.8025487065315247
    },
    {
     "p": 0.06035323068499565,
     "m": 0.9993581175804138
    },
    {
     "p": 0.08474201709032059,
     "m": 0.9998437166213989
    },
    {
     "p": 0.06839198619127274,
     "m": 0.6722028851509094
    },
    {
     "p": 0.05904604494571686,
     "m": 0.9952638745307922
    },
    {
     "p": 0.08563016355037689,
     "m": 1.0
    },
    {
     "p": 0.09203007072210312,
     "m": 1.0
    },
    {
     "p": 0.0610523484647274,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.6470290422439575,
   "val_loss": 1.2614214420318604,
   "acc": 55.14,
   "time": 217.55296835600166,
   "param": [
    {
     "p": 0.08379794657230377,
     "m": 1.0
    },
    {
     "p": 0.054682984948158264,
     "m": 1.0
    },
    {
     "p": 0.08136561512947083,
     "m": 1.0
    },
    {
     "p": 0.053476132452487946,
     "m": 0.9026562571525574
    },
    {
     "p": 0.07369579374790192,
     "m": 0.09068716317415237
    },
    {
     "p": 0.059821389615535736,
     "m": 0.6793522238731384
    },
    {
     "p": 0.07565774023532867,
     "m": 0.7203682661056519
    },
    {
     "p": 0.06341932713985443,
     "m": 1.0
    },
    {
     "p": 0.0750274509191513,
     "m": 0.9957879781723022
    },
    {
     "p": 0.07428097724914551,
     "m": 0.6404115557670593
    },
    {
     "p": 0.06855417042970657,
     "m": 1.0
    },
    {
     "p": 0.08911620825529099,
     "m": 1.0
    },
    {
     "p": 0.08499307185411453,
     "m": 1.0
    },
    {
     "p": 0.06211119890213013,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.443023681640625,
   "val_loss": 1.212202787399292,
   "acc": 58.37,
   "time": 208.57837605796522,
   "param": [
    {
     "p": 0.07727080583572388,
     "m": 1.0
    },
    {
     "p": 0.06175599247217178,
     "m": 1.0
    },
    {
     "p": 0.07785525918006897,
     "m": 1.0
    },
    {
     "p": 0.07542102038860321,
     "m": 1.0
    },
    {
     "p": 0.08960352838039398,
     "m": 0.16564074158668518
    },
    {
     "p": 0.08741775155067444,
     "m": 0.610966682434082
    },
    {
     "p": 0.06955017894506454,
     "m": 0.770427942276001
    },
    {
     "p": 0.07992831617593765,
     "m": 0.9862213730812073
    },
    {
     "p": 0.055829934775829315,
     "m": 1.0
    },
    {
     "p": 0.05319435894489288,
     "m": 0.635296642780304
    },
    {
     "p": 0.07127650082111359,
     "m": 1.0
    },
    {
     "p": 0.08702894300222397,
     "m": 1.0
    },
    {
     "p": 0.05159153789281845,
     "m": 1.0
    },
    {
     "p": 0.06227589398622513,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.3673367500305176,
   "val_loss": 1.180582046508789,
   "acc": 59.39,
   "time": 205.89593944494845,
   "param": [
    {
     "p": 0.0934976190328598,
     "m": 1.0
    },
    {
     "p": 0.041366904973983765,
     "m": 1.0
    },
    {
     "p": 0.05914002284407616,
     "m": 1.0
    },
    {
     "p": 0.060924138873815536,
     "m": 0.9785135984420776
    },
    {
     "p": 0.08350421488285065,
     "m": 0.09298504889011383
    },
    {
     "p": 0.06404999643564224,
     "m": 0.6075119376182556
    },
    {
     "p": 0.06397464126348495,
     "m": 0.8094470500946045
    },
    {
     "p": 0.05764622613787651,
     "m": 0.9933986067771912
    },
    {
     "p": 0.06960874050855637,
     "m": 1.0
    },
    {
     "p": 0.09700936079025269,
     "m": 0.6258696913719177
    },
    {
     "p": 0.06927156448364258,
     "m": 1.0
    },
    {
     "p": 0.10505668073892593,
     "m": 1.0
    },
    {
     "p": 0.08697912096977234,
     "m": 1.0
    },
    {
     "p": 0.047970857471227646,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.2765885591506958,
   "val_loss": 1.1276780366897583,
   "acc": 59.26,
   "time": 216.14050325501012,
   "param": [
    {
     "p": 0.0809861421585083,
     "m": 1.0
    },
    {
     "p": 0.06203818321228027,
     "m": 1.0
    },
    {
     "p": 0.0651392936706543,
     "m": 1.0
    },
    {
     "p": 0.06869852542877197,
     "m": 0.9997257590293884
    },
    {
     "p": 0.07191571593284607,
     "m": 0.10206688940525055
    },
    {
     "p": 0.07354568690061569,
     "m": 0.7832601070404053
    },
    {
     "p": 0.07821083068847656,
     "m": 0.7406970262527466
    },
    {
     "p": 0.07453121244907379,
     "m": 0.9981318712234497
    },
    {
     "p": 0.06790144741535187,
     "m": 1.0
    },
    {
     "p": 0.06773633509874344,
     "m": 0.6523451209068298
    },
    {
     "p": 0.07160189747810364,
     "m": 1.0
    },
    {
     "p": 0.0634041503071785,
     "m": 1.0
    },
    {
     "p": 0.0833294466137886,
     "m": 1.0
    },
    {
     "p": 0.07096105813980103,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.423694372177124,
   "val_loss": 1.1630704402923584,
   "acc": 58.05,
   "time": 215.78626781498315,
   "param": [
    {
     "p": 0.0988084077835083,
     "m": 1.0
    },
    {
     "p": 0.058464255183935165,
     "m": 1.0
    },
    {
     "p": 0.08256200700998306,
     "m": 1.0
    },
    {
     "p": 0.040879689157009125,
     "m": 0.9420293569564819
    },
    {
     "p": 0.09282704442739487,
     "m": 0.11904187500476837
    },
    {
     "p": 0.0749019905924797,
     "m": 0.7840461134910583
    },
    {
     "p": 0.06121806427836418,
     "m": 0.7541345953941345
    },
    {
     "p": 0.05726509913802147,
     "m": 0.9970227479934692
    },
    {
     "p": 0.07404978573322296,
     "m": 0.97154301404953
    },
    {
     "p": 0.08617181330919266,
     "m": 0.6259065866470337
    },
    {
     "p": 0.05213816463947296,
     "m": 0.977381706237793
    },
    {
     "p": 0.082260861992836,
     "m": 1.0
    },
    {
     "p": 0.0680491104722023,
     "m": 1.0
    },
    {
     "p": 0.0704035758972168,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.4511470794677734,
   "val_loss": 1.1761229038238525,
   "acc": 60.53,
   "time": 209.61258551798528,
   "param": [
    {
     "p": 0.06938125938177109,
     "m": 1.0
    },
    {
     "p": 0.0510440319776535,
     "m": 1.0
    },
    {
     "p": 0.08803845942020416,
     "m": 1.0
    },
    {
     "p": 0.06170409172773361,
     "m": 0.9386802315711975
    },
    {
     "p": 0.06758857518434525,
     "m": 0.09433051198720932
    },
    {
     "p": 0.0713798925280571,
     "m": 0.8015205264091492
    },
    {
     "p": 0.0707647055387497,
     "m": 0.7239813804626465
    },
    {
     "p": 0.07051067054271698,
     "m": 0.997465193271637
    },
    {
     "p": 0.05405692011117935,
     "m": 0.9577915072441101
    },
    {
     "p": 0.0792551040649414,
     "m": 0.6832621693611145
    },
    {
     "p": 0.06355203688144684,
     "m": 0.9891383647918701
    },
    {
     "p": 0.07326944172382355,
     "m": 1.0
    },
    {
     "p": 0.11086926609277725,
     "m": 1.0
    },
    {
     "p": 0.06858555227518082,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.5488864183425903,
   "val_loss": 1.117180347442627,
   "acc": 61.19,
   "time": 212.96105340699432,
   "param": [
    {
     "p": 0.0740794911980629,
     "m": 1.0
    },
    {
     "p": 0.060749221593141556,
     "m": 1.0
    },
    {
     "p": 0.06787702441215515,
     "m": 1.0
    },
    {
     "p": 0.08541564643383026,
     "m": 0.9666663408279419
    },
    {
     "p": 0.06487957388162613,
     "m": 0.1618901640176773
    },
    {
     "p": 0.08272214978933334,
     "m": 0.7670180797576904
    },
    {
     "p": 0.06933587044477463,
     "m": 0.7494972348213196
    },
    {
     "p": 0.08015043288469315,
     "m": 1.0
    },
    {
     "p": 0.06379280984401703,
     "m": 0.8887396454811096
    },
    {
     "p": 0.0697663277387619,
     "m": 0.7413927912712097
    },
    {
     "p": 0.04697924852371216,
     "m": 0.9730113744735718
    },
    {
     "p": 0.07104571163654327,
     "m": 1.0
    },
    {
     "p": 0.11232487112283707,
     "m": 1.0
    },
    {
     "p": 0.05088171362876892,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.4830862283706665,
   "val_loss": 1.1040500402450562,
   "acc": 60.44,
   "time": 217.75557058601407,
   "param": [
    {
     "p": 0.09817740321159363,
     "m": 1.0
    },
    {
     "p": 0.058598220348358154,
     "m": 1.0
    },
    {
     "p": 0.07900890707969666,
     "m": 1.0
    },
    {
     "p": 0.07994260638952255,
     "m": 1.0
    },
    {
     "p": 0.07043803483247757,
     "m": 0.19532985985279083
    },
    {
     "p": 0.057962119579315186,
     "m": 0.8850066065788269
    },
    {
     "p": 0.07786471396684647,
     "m": 0.703770637512207
    },
    {
     "p": 0.040562622249126434,
     "m": 0.9502851366996765
    },
    {
     "p": 0.08094354718923569,
     "m": 0.9902799725532532
    },
    {
     "p": 0.06525710225105286,
     "m": 0.6540694832801819
    },
    {
     "p": 0.06584063917398453,
     "m": 0.9962385296821594
    },
    {
     "p": 0.08621741831302643,
     "m": 1.0
    },
    {
     "p": 0.08069080114364624,
     "m": 1.0
    },
    {
     "p": 0.05849582701921463,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.339702844619751,
   "val_loss": 1.0583590269088745,
   "acc": 60.23,
   "time": 218.48817159200553,
   "param": [
    {
     "p": 0.08868343383073807,
     "m": 1.0
    },
    {
     "p": 0.027200620621442795,
     "m": 1.0
    },
    {
     "p": 0.06891502439975739,
     "m": 1.0
    },
    {
     "p": 0.05904434248805046,
     "m": 0.9867023229598999
    },
    {
     "p": 0.06980209797620773,
     "m": 0.12495318055152893
    },
    {
     "p": 0.07357574254274368,
     "m": 0.8822463154792786
    },
    {
     "p": 0.07979121059179306,
     "m": 0.6452344059944153
    },
    {
     "p": 0.07401163130998611,
     "m": 0.9471925497055054
    },
    {
     "p": 0.07259508222341537,
     "m": 1.0
    },
    {
     "p": 0.059380270540714264,
     "m": 0.6838817596435547
    },
    {
     "p": 0.07811767607927322,
     "m": 1.0
    },
    {
     "p": 0.10722383111715317,
     "m": 1.0
    },
    {
     "p": 0.0804624930024147,
     "m": 1.0
    },
    {
     "p": 0.06119659170508385,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.2674208879470825,
   "val_loss": 1.111425757408142,
   "acc": 60.89,
   "time": 208.88501300296048,
   "param": [
    {
     "p": 0.08141696453094482,
     "m": 1.0
    },
    {
     "p": 0.04536609724164009,
     "m": 1.0
    },
    {
     "p": 0.06347442418336868,
     "m": 1.0
    },
    {
     "p": 0.0489778071641922,
     "m": 0.9907637238502502
    },
    {
     "p": 0.08836209028959274,
     "m": 0.1404431313276291
    },
    {
     "p": 0.05837573856115341,
     "m": 0.9310020208358765
    },
    {
     "p": 0.07743178308010101,
     "m": 0.621812105178833
    },
    {
     "p": 0.09093863517045975,
     "m": 0.9370922446250916
    },
    {
     "p": 0.0627361610531807,
     "m": 1.0
    },
    {
     "p": 0.0837344378232956,
     "m": 0.6332743167877197
    },
    {
     "p": 0.04640724137425423,
     "m": 0.9738044738769531
    },
    {
     "p": 0.1009090468287468,
     "m": 1.0
    },
    {
     "p": 0.08147292584180832,
     "m": 1.0
    },
    {
     "p": 0.07039667665958405,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.3506460189819336,
   "val_loss": 1.244480848312378,
   "acc": 61.08,
   "time": 218.5269947879715,
   "param": [
    {
     "p": 0.09820595383644104,
     "m": 1.0
    },
    {
     "p": 0.04242398962378502,
     "m": 1.0
    },
    {
     "p": 0.08154810965061188,
     "m": 1.0
    },
    {
     "p": 0.06260021775960922,
     "m": 0.9878144264221191
    },
    {
     "p": 0.05963379144668579,
     "m": 0.23651286959648132
    },
    {
     "p": 0.029066968709230423,
     "m": 0.9104135632514954
    },
    {
     "p": 0.08572645485401154,
     "m": 0.6097288131713867
    },
    {
     "p": 0.06163192540407181,
     "m": 1.0
    },
    {
     "p": 0.08661950379610062,
     "m": 0.995288074016571
    },
    {
     "p": 0.08783130347728729,
     "m": 0.6864993572235107
    },
    {
     "p": 0.08024344593286514,
     "m": 1.0
    },
    {
     "p": 0.08262751996517181,
     "m": 1.0
    },
    {
     "p": 0.0777525007724762,
     "m": 1.0
    },
    {
     "p": 0.0640883594751358,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.3406999111175537,
   "val_loss": 1.0373902320861816,
   "acc": 62.36,
   "time": 217.80682956200326,
   "param": [
    {
     "p": 0.08032922446727753,
     "m": 1.0
    },
    {
     "p": 0.06499309092760086,
     "m": 1.0
    },
    {
     "p": 0.06644826382398605,
     "m": 1.0
    },
    {
     "p": 0.07942289113998413,
     "m": 1.0
    },
    {
     "p": 0.07189000397920609,
     "m": 0.17990976572036743
    },
    {
     "p": 0.04713888466358185,
     "m": 0.9847166538238525
    },
    {
     "p": 0.0810173749923706,
     "m": 0.6667357087135315
    },
    {
     "p": 0.06349635869264603,
     "m": 1.0
    },
    {
     "p": 0.07069655507802963,
     "m": 0.9895159602165222
    },
    {
     "p": 0.06601102650165558,
     "m": 0.690987229347229
    },
    {
     "p": 0.08273176103830338,
     "m": 1.0
    },
    {
     "p": 0.08763876557350159,
     "m": 1.0
    },
    {
     "p": 0.09216121584177017,
     "m": 1.0
    },
    {
     "p": 0.04602466896176338,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.2926461696624756,
   "val_loss": 1.062800645828247,
   "acc": 62.64,
   "time": 214.79842337296577,
   "param": [
    {
     "p": 0.07723648846149445,
     "m": 1.0
    },
    {
     "p": 0.051487334072589874,
     "m": 1.0
    },
    {
     "p": 0.07930610328912735,
     "m": 1.0
    },
    {
     "p": 0.05265803635120392,
     "m": 0.9189749360084534
    },
    {
     "p": 0.0836077407002449,
     "m": 0.19097188115119934
    },
    {
     "p": 0.05708761140704155,
     "m": 0.9504189491271973
    },
    {
     "p": 0.062474559992551804,
     "m": 0.6922682523727417
    },
    {
     "p": 0.06161481887102127,
     "m": 1.0
    },
    {
     "p": 0.0741407498717308,
     "m": 0.987601637840271
    },
    {
     "p": 0.06510170549154282,
     "m": 0.7519235610961914
    },
    {
     "p": 0.0890788584947586,
     "m": 0.9858828186988831
    },
    {
     "p": 0.09354672580957413,
     "m": 1.0
    },
    {
     "p": 0.09779246896505356,
     "m": 1.0
    },
    {
     "p": 0.0548667311668396,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.4851919412612915,
   "val_loss": 0.979868471622467,
   "acc": 62.63,
   "time": 210.1102661070181,
   "param": [
    {
     "p": 0.07418327033519745,
     "m": 1.0
    },
    {
     "p": 0.07184398919343948,
     "m": 1.0
    },
    {
     "p": 0.081756092607975,
     "m": 1.0
    },
    {
     "p": 0.031246243044734,
     "m": 0.9200664758682251
    },
    {
     "p": 0.07257891446352005,
     "m": 0.16866165399551392
    },
    {
     "p": 0.04458603262901306,
     "m": 0.9980893731117249
    },
    {
     "p": 0.06154143437743187,
     "m": 0.6930424571037292
    },
    {
     "p": 0.05846812576055527,
     "m": 0.9827934503555298
    },
    {
     "p": 0.09746112674474716,
     "m": 1.0
    },
    {
     "p": 0.0730271190404892,
     "m": 0.8153901100158691
    },
    {
     "p": 0.07989774644374847,
     "m": 1.0
    },
    {
     "p": 0.07147293537855148,
     "m": 1.0
    },
    {
     "p": 0.09959094226360321,
     "m": 1.0
    },
    {
     "p": 0.08234606683254242,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.3677242994308472,
   "val_loss": 0.9711337685585022,
   "acc": 63.3,
   "time": 215.0447549689561,
   "param": [
    {
     "p": 0.0832548514008522,
     "m": 1.0
    },
    {
     "p": 0.04272254556417465,
     "m": 1.0
    },
    {
     "p": 0.07687857747077942,
     "m": 1.0
    },
    {
     "p": 0.06896699965000153,
     "m": 0.985184907913208
    },
    {
     "p": 0.08647303283214569,
     "m": 0.20400719344615936
    },
    {
     "p": 0.06249837949872017,
     "m": 0.8452696800231934
    },
    {
     "p": 0.07471282035112381,
     "m": 0.6933884620666504
    },
    {
     "p": 0.07865175604820251,
     "m": 0.9749782681465149
    },
    {
     "p": 0.06277522444725037,
     "m": 0.9926759600639343
    },
    {
     "p": 0.07705019414424896,
     "m": 0.8053040504455566
    },
    {
     "p": 0.07312697172164917,
     "m": 0.9968829154968262
    },
    {
     "p": 0.0786808654665947,
     "m": 1.0
    },
    {
     "p": 0.085345059633255,
     "m": 1.0
    },
    {
     "p": 0.048862751573324203,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.2197643518447876,
   "val_loss": 1.0854357481002808,
   "acc": 63.72,
   "time": 213.64797787298448,
   "param": [
    {
     "p": 0.06819611042737961,
     "m": 1.0
    },
    {
     "p": 0.055551812052726746,
     "m": 1.0
    },
    {
     "p": 0.08833947777748108,
     "m": 1.0
    },
    {
     "p": 0.0490252748131752,
     "m": 0.9875636100769043
    },
    {
     "p": 0.06736956536769867,
     "m": 0.05984712392091751
    },
    {
     "p": 0.08036677539348602,
     "m": 0.8913125991821289
    },
    {
     "p": 0.06110696867108345,
     "m": 0.6143224239349365
    },
    {
     "p": 0.07252999395132065,
     "m": 0.9290552139282227
    },
    {
     "p": 0.09303239732980728,
     "m": 1.0
    },
    {
     "p": 0.061269477009773254,
     "m": 0.8992937803268433
    },
    {
     "p": 0.07041437923908234,
     "m": 0.9877350330352783
    },
    {
     "p": 0.08163346350193024,
     "m": 1.0
    },
    {
     "p": 0.07600270956754684,
     "m": 1.0
    },
    {
     "p": 0.07516168802976608,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.2903249263763428,
   "val_loss": 1.0139493942260742,
   "acc": 63.36,
   "time": 209.0105430939584,
   "param": [
    {
     "p": 0.08029050379991531,
     "m": 1.0
    },
    {
     "p": 0.04870916157960892,
     "m": 1.0
    },
    {
     "p": 0.08514360338449478,
     "m": 1.0
    },
    {
     "p": 0.055984195321798325,
     "m": 0.9582761526107788
    },
    {
     "p": 0.05594734847545624,
     "m": 0.11587103456258774
    },
    {
     "p": 0.08961945027112961,
     "m": 0.8383835554122925
    },
    {
     "p": 0.06574422866106033,
     "m": 0.6891719102859497
    },
    {
     "p": 0.07017597556114197,
     "m": 0.9477410316467285
    },
    {
     "p": 0.0631902813911438,
     "m": 0.9359784126281738
    },
    {
     "p": 0.055839020758867264,
     "m": 0.931095540523529
    },
    {
     "p": 0.07374847680330276,
     "m": 1.0
    },
    {
     "p": 0.08303981274366379,
     "m": 1.0
    },
    {
     "p": 0.08360359817743301,
     "m": 1.0
    },
    {
     "p": 0.08896438032388687,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.3798037767410278,
   "val_loss": 1.0847450494766235,
   "acc": 60.85,
   "time": 207.6190813049907,
   "param": [
    {
     "p": 0.06826349347829819,
     "m": 1.0
    },
    {
     "p": 0.06317061930894852,
     "m": 1.0
    },
    {
     "p": 0.08783718198537827,
     "m": 1.0
    },
    {
     "p": 0.07200998812913895,
     "m": 0.9910233020782471
    },
    {
     "p": 0.056325845420360565,
     "m": 0.12845508754253387
    },
    {
     "p": 0.07043971121311188,
     "m": 0.8351801037788391
    },
    {
     "p": 0.06892125308513641,
     "m": 0.7497194409370422
    },
    {
     "p": 0.08100845664739609,
     "m": 0.9938703775405884
    },
    {
     "p": 0.08285675197839737,
     "m": 0.9819719195365906
    },
    {
     "p": 0.07363427430391312,
     "m": 0.9609642624855042
    },
    {
     "p": 0.05169824883341789,
     "m": 0.996396541595459
    },
    {
     "p": 0.07270803302526474,
     "m": 1.0
    },
    {
     "p": 0.09415531158447266,
     "m": 1.0
    },
    {
     "p": 0.05697096884250641,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.4350405931472778,
   "val_loss": 1.0106451511383057,
   "acc": 64.01,
   "time": 209.4512008819729,
   "param": [
    {
     "p": 0.08091358095407486,
     "m": 1.0
    },
    {
     "p": 0.04554265737533569,
     "m": 1.0
    },
    {
     "p": 0.06174055486917496,
     "m": 1.0
    },
    {
     "p": 0.06520131230354309,
     "m": 1.0
    },
    {
     "p": 0.05235319957137108,
     "m": 0.051633019000291824
    },
    {
     "p": 0.0732688456773758,
     "m": 0.7815943956375122
    },
    {
     "p": 0.09366852045059204,
     "m": 0.652064323425293
    },
    {
     "p": 0.09129120409488678,
     "m": 1.0
    },
    {
     "p": 0.0516325868666172,
     "m": 0.9537180066108704
    },
    {
     "p": 0.05959436669945717,
     "m": 1.0
    },
    {
     "p": 0.06964390724897385,
     "m": 0.973979651927948
    },
    {
     "p": 0.08627282083034515,
     "m": 1.0
    },
    {
     "p": 0.09458038210868835,
     "m": 1.0
    },
    {
     "p": 0.07429610192775726,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.2868343591690063,
   "val_loss": 1.0261268615722656,
   "acc": 63.42,
   "time": 212.80194083502283,
   "param": [
    {
     "p": 0.06487857550382614,
     "m": 1.0
    },
    {
     "p": 0.05088866129517555,
     "m": 1.0
    },
    {
     "p": 0.07880542427301407,
     "m": 1.0
    },
    {
     "p": 0.06881751120090485,
     "m": 0.9124544858932495
    },
    {
     "p": 0.09793107956647873,
     "m": 0.05218397453427315
    },
    {
     "p": 0.0721827819943428,
     "m": 0.7153679132461548
    },
    {
     "p": 0.05322577804327011,
     "m": 0.7700075507164001
    },
    {
     "p": 0.05026424676179886,
     "m": 0.9127729535102844
    },
    {
     "p": 0.08358217775821686,
     "m": 0.9324880242347717
    },
    {
     "p": 0.06793257594108582,
     "m": 0.9934591054916382
    },
    {
     "p": 0.07461529970169067,
     "m": 0.9640994071960449
    },
    {
     "p": 0.08299002051353455,
     "m": 1.0
    },
    {
     "p": 0.08085072785615921,
     "m": 1.0
    },
    {
     "p": 0.07303514331579208,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.4897358417510986,
   "val_loss": 1.0626232624053955,
   "acc": 62.07,
   "time": 210.22338003001641,
   "param": [
    {
     "p": 0.06663653254508972,
     "m": 1.0
    },
    {
     "p": 0.07013338804244995,
     "m": 1.0
    },
    {
     "p": 0.08301350474357605,
     "m": 1.0
    },
    {
     "p": 0.057661257684230804,
     "m": 0.9676879644393921
    },
    {
     "p": 0.06670933961868286,
     "m": 0.011340062133967876
    },
    {
     "p": 0.06954138725996017,
     "m": 0.7845746874809265
    },
    {
     "p": 0.072811059653759,
     "m": 0.8219829797744751
    },
    {
     "p": 0.07362959533929825,
     "m": 0.9378713965415955
    },
    {
     "p": 0.0650634840130806,
     "m": 0.9996832013130188
    },
    {
     "p": 0.06812310218811035,
     "m": 0.8972578644752502
    },
    {
     "p": 0.0918419137597084,
     "m": 1.0
    },
    {
     "p": 0.06964241713285446,
     "m": 1.0
    },
    {
     "p": 0.07100080698728561,
     "m": 1.0
    },
    {
     "p": 0.07419222593307495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.2797704935073853,
   "val_loss": 1.0587291717529297,
   "acc": 63.76,
   "time": 211.79437084303936,
   "param": [
    {
     "p": 0.10734627395868301,
     "m": 1.0
    },
    {
     "p": 0.06510764360427856,
     "m": 1.0
    },
    {
     "p": 0.07239046692848206,
     "m": 1.0
    },
    {
     "p": 0.038842782378196716,
     "m": 0.9249545335769653
    },
    {
     "p": 0.05221695080399513,
     "m": 0.021753303706645966
    },
    {
     "p": 0.0621621310710907,
     "m": 0.8075879216194153
    },
    {
     "p": 0.07778974622488022,
     "m": 0.8600344061851501
    },
    {
     "p": 0.06417576223611832,
     "m": 0.9681290984153748
    },
    {
     "p": 0.07897034287452698,
     "m": 1.0
    },
    {
     "p": 0.07624538987874985,
     "m": 0.8432717323303223
    },
    {
     "p": 0.04980408772826195,
     "m": 0.9977403283119202
    },
    {
     "p": 0.08158057928085327,
     "m": 1.0
    },
    {
     "p": 0.09838294982910156,
     "m": 1.0
    },
    {
     "p": 0.07498501986265182,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.343079924583435,
   "val_loss": 0.9878391027450562,
   "acc": 64.39,
   "time": 205.9230689550168,
   "param": [
    {
     "p": 0.08963174372911453,
     "m": 1.0
    },
    {
     "p": 0.0544697567820549,
     "m": 1.0
    },
    {
     "p": 0.07779761403799057,
     "m": 1.0
    },
    {
     "p": 0.0501553937792778,
     "m": 0.9924832582473755
    },
    {
     "p": 0.05725150182843208,
     "m": 0.14064662158489227
    },
    {
     "p": 0.056482888758182526,
     "m": 0.7663180828094482
    },
    {
     "p": 0.09044244140386581,
     "m": 0.8483111262321472
    },
    {
     "p": 0.04625227302312851,
     "m": 1.0
    },
    {
     "p": 0.07334327697753906,
     "m": 0.9907253384590149
    },
    {
     "p": 0.09897255897521973,
     "m": 0.8978196978569031
    },
    {
     "p": 0.06651750952005386,
     "m": 0.9815714955329895
    },
    {
     "p": 0.08520828187465668,
     "m": 1.0
    },
    {
     "p": 0.0975445806980133,
     "m": 1.0
    },
    {
     "p": 0.05593022331595421,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.3428086042404175,
   "val_loss": 0.9475009441375732,
   "acc": 64.51,
   "time": 210.06240548403002,
   "param": [
    {
     "p": 0.08091070502996445,
     "m": 1.0
    },
    {
     "p": 0.0413261353969574,
     "m": 1.0
    },
    {
     "p": 0.08174760639667511,
     "m": 1.0
    },
    {
     "p": 0.05386288836598396,
     "m": 1.0
    },
    {
     "p": 0.06774980574846268,
     "m": 0.11628588289022446
    },
    {
     "p": 0.0677490234375,
     "m": 0.7464070320129395
    },
    {
     "p": 0.052682064473629,
     "m": 0.7413910031318665
    },
    {
     "p": 0.07817297428846359,
     "m": 0.9439363479614258
    },
    {
     "p": 0.06285286694765091,
     "m": 0.9447290301322937
    },
    {
     "p": 0.09327254444360733,
     "m": 0.9772318005561829
    },
    {
     "p": 0.07933928072452545,
     "m": 0.9767165184020996
    },
    {
     "p": 0.07349089533090591,
     "m": 1.0
    },
    {
     "p": 0.09912571310997009,
     "m": 1.0
    },
    {
     "p": 0.06771746277809143,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.3287063837051392,
   "val_loss": 0.9635511040687561,
   "acc": 64.71,
   "time": 212.13083571800962,
   "param": [
    {
     "p": 0.07610144466161728,
     "m": 1.0
    },
    {
     "p": 0.057766396552324295,
     "m": 1.0
    },
    {
     "p": 0.07263408601284027,
     "m": 1.0
    },
    {
     "p": 0.05909579247236252,
     "m": 0.9485061764717102
    },
    {
     "p": 0.09344210475683212,
     "m": 0.13978607952594757
    },
    {
     "p": 0.07371828705072403,
     "m": 0.8643642663955688
    },
    {
     "p": 0.06245310232043266,
     "m": 0.698120653629303
    },
    {
     "p": 0.07003655284643173,
     "m": 0.8686916828155518
    },
    {
     "p": 0.08856435865163803,
     "m": 0.9819850921630859
    },
    {
     "p": 0.08053206652402878,
     "m": 0.9772753119468689
    },
    {
     "p": 0.07074335217475891,
     "m": 0.9994264245033264
    },
    {
     "p": 0.07021014392375946,
     "m": 1.0
    },
    {
     "p": 0.06561116874217987,
     "m": 1.0
    },
    {
     "p": 0.05909106880426407,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.2359669208526611,
   "val_loss": 1.0805643796920776,
   "acc": 65.58,
   "time": 214.88877399003832,
   "param": [
    {
     "p": 0.09411278367042542,
     "m": 1.0
    },
    {
     "p": 0.0415228009223938,
     "m": 1.0
    },
    {
     "p": 0.07956652343273163,
     "m": 1.0
    },
    {
     "p": 0.04758709296584129,
     "m": 0.9757781028747559
    },
    {
     "p": 0.08048384636640549,
     "m": 0.17643003165721893
    },
    {
     "p": 0.07330823689699173,
     "m": 0.8581995964050293
    },
    {
     "p": 0.08449935168027878,
     "m": 0.6697097420692444
    },
    {
     "p": 0.06446191668510437,
     "m": 0.9006797671318054
    },
    {
     "p": 0.044067930430173874,
     "m": 0.9483187794685364
    },
    {
     "p": 0.05323411896824837,
     "m": 0.9640910029411316
    },
    {
     "p": 0.07683195918798447,
     "m": 1.0
    },
    {
     "p": 0.09496095776557922,
     "m": 1.0
    },
    {
     "p": 0.090476393699646,
     "m": 1.0
    },
    {
     "p": 0.07488612830638885,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.2379229068756104,
   "val_loss": 0.8497067093849182,
   "acc": 66.34,
   "time": 211.47595915204147,
   "param": [
    {
     "p": 0.10257560759782791,
     "m": 1.0
    },
    {
     "p": 0.04004340246319771,
     "m": 1.0
    },
    {
     "p": 0.08674970269203186,
     "m": 1.0
    },
    {
     "p": 0.0389738529920578,
     "m": 0.9580704569816589
    },
    {
     "p": 0.08162450790405273,
     "m": 0.1615837663412094
    },
    {
     "p": 0.06319831311702728,
     "m": 0.8273612260818481
    },
    {
     "p": 0.07330983132123947,
     "m": 0.7154380083084106
    },
    {
     "p": 0.05050170049071312,
     "m": 1.0
    },
    {
     "p": 0.05025256425142288,
     "m": 0.9810177683830261
    },
    {
     "p": 0.050535060465335846,
     "m": 0.9992710947990417
    },
    {
     "p": 0.08832046389579773,
     "m": 1.0
    },
    {
     "p": 0.08175443112850189,
     "m": 1.0
    },
    {
     "p": 0.10260436683893204,
     "m": 1.0
    },
    {
     "p": 0.08955620974302292,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.222917914390564,
   "val_loss": 0.9392078518867493,
   "acc": 65.82,
   "time": 206.6476588170044,
   "param": [
    {
     "p": 0.06915201991796494,
     "m": 1.0
    },
    {
     "p": 0.06256343424320221,
     "m": 1.0
    },
    {
     "p": 0.061144132167100906,
     "m": 1.0
    },
    {
     "p": 0.06478151679039001,
     "m": 0.8631663918495178
    },
    {
     "p": 0.061085980385541916,
     "m": 0.1619829535484314
    },
    {
     "p": 0.061490438878536224,
     "m": 0.8585134744644165
    },
    {
     "p": 0.076600082218647,
     "m": 0.9327093362808228
    },
    {
     "p": 0.07457925379276276,
     "m": 0.9911590218544006
    },
    {
     "p": 0.0883057713508606,
     "m": 0.9995875954627991
    },
    {
     "p": 0.09925328940153122,
     "m": 0.9960092902183533
    },
    {
     "p": 0.07008340209722519,
     "m": 0.9924257397651672
    },
    {
     "p": 0.0842205286026001,
     "m": 1.0
    },
    {
     "p": 0.07533123344182968,
     "m": 1.0
    },
    {
     "p": 0.051409006118774414,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.7702363729476929,
   "val_loss": 0.9418537020683289,
   "acc": 66.04,
   "time": 215.07663350901566,
   "param": [
    {
     "p": 0.08581037819385529,
     "m": 1.0
    },
    {
     "p": 0.041484951972961426,
     "m": 1.0
    },
    {
     "p": 0.08670257776975632,
     "m": 1.0
    },
    {
     "p": 0.0381799191236496,
     "m": 0.9833127856254578
    },
    {
     "p": 0.08940144628286362,
     "m": 0.09388884902000427
    },
    {
     "p": 0.0870283842086792,
     "m": 0.8711996078491211
    },
    {
     "p": 0.04236219450831413,
     "m": 0.9265512824058533
    },
    {
     "p": 0.07226434350013733,
     "m": 0.980935275554657
    },
    {
     "p": 0.08185551315546036,
     "m": 0.9987295269966125
    },
    {
     "p": 0.06780500710010529,
     "m": 1.0
    },
    {
     "p": 0.0770837590098381,
     "m": 0.9998921751976013
    },
    {
     "p": 0.08143489807844162,
     "m": 1.0
    },
    {
     "p": 0.09411713480949402,
     "m": 1.0
    },
    {
     "p": 0.05446947365999222,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.2935268878936768,
   "val_loss": 0.9976173043251038,
   "acc": 66.85,
   "time": 212.223942533019,
   "param": [
    {
     "p": 0.07394463568925858,
     "m": 1.0
    },
    {
     "p": 0.056309785693883896,
     "m": 1.0
    },
    {
     "p": 0.06187744811177254,
     "m": 1.0
    },
    {
     "p": 0.055616360157728195,
     "m": 1.0
    },
    {
     "p": 0.08136194944381714,
     "m": 0.2289389967918396
    },
    {
     "p": 0.0517716221511364,
     "m": 0.7497252225875854
    },
    {
     "p": 0.05664627626538277,
     "m": 0.9568077921867371
    },
    {
     "p": 0.0648551657795906,
     "m": 0.9501225352287292
    },
    {
     "p": 0.07483263313770294,
     "m": 1.0
    },
    {
     "p": 0.07812481373548508,
     "m": 0.9775193929672241
    },
    {
     "p": 0.08310075849294662,
     "m": 1.0
    },
    {
     "p": 0.08717601746320724,
     "m": 1.0
    },
    {
     "p": 0.09638418257236481,
     "m": 1.0
    },
    {
     "p": 0.07799834758043289,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.166183352470398,
   "val_loss": 1.03031587600708,
   "acc": 66.09,
   "time": 217.8055593459867,
   "param": [
    {
     "p": 0.0835055410861969,
     "m": 1.0
    },
    {
     "p": 0.05713799223303795,
     "m": 1.0
    },
    {
     "p": 0.07265918701887131,
     "m": 1.0
    },
    {
     "p": 0.04920355603098869,
     "m": 1.0
    },
    {
     "p": 0.07913627475500107,
     "m": 0.14660657942295074
    },
    {
     "p": 0.07896170020103455,
     "m": 0.8881519436836243
    },
    {
     "p": 0.06565453112125397,
     "m": 0.9354495406150818
    },
    {
     "p": 0.06460367143154144,
     "m": 1.0
    },
    {
     "p": 0.06893867254257202,
     "m": 0.9995363354682922
    },
    {
     "p": 0.08201083540916443,
     "m": 1.0
    },
    {
     "p": 0.07293310761451721,
     "m": 1.0
    },
    {
     "p": 0.0794113278388977,
     "m": 1.0
    },
    {
     "p": 0.07973572611808777,
     "m": 1.0
    },
    {
     "p": 0.06610777974128723,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.2858554124832153,
   "val_loss": 0.9749966859817505,
   "acc": 66.09,
   "time": 203.07948576600756,
   "param": [
    {
     "p": 0.11256422102451324,
     "m": 1.0
    },
    {
     "p": 0.052836451679468155,
     "m": 1.0
    },
    {
     "p": 0.0762430727481842,
     "m": 1.0
    },
    {
     "p": 0.0742902085185051,
     "m": 0.872916579246521
    },
    {
     "p": 0.04429585114121437,
     "m": 0.17567260563373566
    },
    {
     "p": 0.04743734374642372,
     "m": 0.9326305389404297
    },
    {
     "p": 0.06547022610902786,
     "m": 0.9636077880859375
    },
    {
     "p": 0.05456296354532242,
     "m": 0.972257137298584
    },
    {
     "p": 0.07370048016309738,
     "m": 0.9784191846847534
    },
    {
     "p": 0.07282010465860367,
     "m": 0.9999762773513794
    },
    {
     "p": 0.09123247116804123,
     "m": 0.9824824929237366
    },
    {
     "p": 0.09029757976531982,
     "m": 1.0
    },
    {
     "p": 0.08597032725811005,
     "m": 1.0
    },
    {
     "p": 0.05827883258461952,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.6597214937210083,
   "val_loss": 1.0705691576004028,
   "acc": 65.77,
   "time": 205.96305149397813,
   "param": [
    {
     "p": 0.07163716852664948,
     "m": 1.0
    },
    {
     "p": 0.05985851213335991,
     "m": 1.0
    },
    {
     "p": 0.0745493620634079,
     "m": 1.0
    },
    {
     "p": 0.07339341938495636,
     "m": 0.8994054198265076
    },
    {
     "p": 0.063240647315979,
     "m": 0.13169892132282257
    },
    {
     "p": 0.08304331451654434,
     "m": 0.9254993796348572
    },
    {
     "p": 0.05059085413813591,
     "m": 1.0
    },
    {
     "p": 0.06287159770727158,
     "m": 1.0
    },
    {
     "p": 0.08545411378145218,
     "m": 1.0
    },
    {
     "p": 0.08844471722841263,
     "m": 1.0
    },
    {
     "p": 0.07874920964241028,
     "m": 0.9761504530906677
    },
    {
     "p": 0.07276906818151474,
     "m": 1.0
    },
    {
     "p": 0.07268331199884415,
     "m": 1.0
    },
    {
     "p": 0.06271479278802872,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.2852665185928345,
   "val_loss": 1.0096417665481567,
   "acc": 65.54,
   "time": 207.19033357896842,
   "param": [
    {
     "p": 0.08668339252471924,
     "m": 1.0
    },
    {
     "p": 0.053013358265161514,
     "m": 1.0
    },
    {
     "p": 0.09078436344861984,
     "m": 1.0
    },
    {
     "p": 0.08055052161216736,
     "m": 0.9324129223823547
    },
    {
     "p": 0.07557545602321625,
     "m": 0.13258123397827148
    },
    {
     "p": 0.04839518666267395,
     "m": 1.0
    },
    {
     "p": 0.06348195672035217,
     "m": 0.8132768869400024
    },
    {
     "p": 0.051229920238256454,
     "m": 0.9689144492149353
    },
    {
     "p": 0.07373169809579849,
     "m": 1.0
    },
    {
     "p": 0.06807950884103775,
     "m": 1.0
    },
    {
     "p": 0.06818164139986038,
     "m": 1.0
    },
    {
     "p": 0.08178706467151642,
     "m": 1.0
    },
    {
     "p": 0.08917616307735443,
     "m": 1.0
    },
    {
     "p": 0.06932972371578217,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.1921385526657104,
   "val_loss": 0.9759149551391602,
   "acc": 67.1,
   "time": 209.49770959297894,
   "param": [
    {
     "p": 0.07707656919956207,
     "m": 1.0
    },
    {
     "p": 0.05820079520344734,
     "m": 1.0
    },
    {
     "p": 0.08122629672288895,
     "m": 1.0
    },
    {
     "p": 0.04420461133122444,
     "m": 0.9454079866409302
    },
    {
     "p": 0.06541576236486435,
     "m": 0.2612776458263397
    },
    {
     "p": 0.04671178758144379,
     "m": 0.9456470012664795
    },
    {
     "p": 0.07743881642818451,
     "m": 0.8250575661659241
    },
    {
     "p": 0.06890212744474411,
     "m": 0.9726476073265076
    },
    {
     "p": 0.09175252169370651,
     "m": 0.9854996204376221
    },
    {
     "p": 0.10177942365407944,
     "m": 1.0
    },
    {
     "p": 0.06286367028951645,
     "m": 0.9862738847732544
    },
    {
     "p": 0.07315980643033981,
     "m": 1.0
    },
    {
     "p": 0.10251817107200623,
     "m": 1.0
    },
    {
     "p": 0.048749569803476334,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.206908941268921,
   "val_loss": 1.0264595746994019,
   "acc": 66.45,
   "time": 207.6760502240504,
   "param": [
    {
     "p": 0.08863568305969238,
     "m": 1.0
    },
    {
     "p": 0.06293170154094696,
     "m": 1.0
    },
    {
     "p": 0.06848642975091934,
     "m": 1.0
    },
    {
     "p": 0.06444916129112244,
     "m": 0.9939364790916443
    },
    {
     "p": 0.06661266088485718,
     "m": 0.18660785257816315
    },
    {
     "p": 0.07491762191057205,
     "m": 0.9406327605247498
    },
    {
     "p": 0.09264687448740005,
     "m": 0.7856130003929138
    },
    {
     "p": 0.042620833963155746,
     "m": 1.0
    },
    {
     "p": 0.0636235922574997,
     "m": 0.9979329705238342
    },
    {
     "p": 0.08392669260501862,
     "m": 0.9630808234214783
    },
    {
     "p": 0.05919253081083298,
     "m": 0.9976304173469543
    },
    {
     "p": 0.08179246634244919,
     "m": 1.0
    },
    {
     "p": 0.07682094722986221,
     "m": 1.0
    },
    {
     "p": 0.07334278523921967,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.0678794384002686,
   "val_loss": 0.9701560735702515,
   "acc": 67.67,
   "time": 207.67711529199732,
   "param": [
    {
     "p": 0.08913596719503403,
     "m": 1.0
    },
    {
     "p": 0.044537246227264404,
     "m": 1.0
    },
    {
     "p": 0.07325548678636551,
     "m": 1.0
    },
    {
     "p": 0.08068127930164337,
     "m": 1.0
    },
    {
     "p": 0.04477834329009056,
     "m": 0.21402893960475922
    },
    {
     "p": 0.06092962995171547,
     "m": 0.9811646938323975
    },
    {
     "p": 0.07690315693616867,
     "m": 0.7907061576843262
    },
    {
     "p": 0.07682648301124573,
     "m": 1.0
    },
    {
     "p": 0.06155811995267868,
     "m": 0.9753598570823669
    },
    {
     "p": 0.07122410088777542,
     "m": 1.0
    },
    {
     "p": 0.08522840589284897,
     "m": 1.0
    },
    {
     "p": 0.1030583456158638,
     "m": 1.0
    },
    {
     "p": 0.06384356319904327,
     "m": 1.0
    },
    {
     "p": 0.06803995370864868,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.1909165382385254,
   "val_loss": 0.9648362994194031,
   "acc": 67.25,
   "time": 216.25551379303215,
   "param": [
    {
     "p": 0.09509986639022827,
     "m": 1.0
    },
    {
     "p": 0.03666061535477638,
     "m": 1.0
    },
    {
     "p": 0.08630950003862381,
     "m": 1.0
    },
    {
     "p": 0.08760994672775269,
     "m": 0.9420724511146545
    },
    {
     "p": 0.08488468080759048,
     "m": 0.21581746637821198
    },
    {
     "p": 0.043960195034742355,
     "m": 1.0
    },
    {
     "p": 0.06855975836515427,
     "m": 0.8604857325553894
    },
    {
     "p": 0.08274576812982559,
     "m": 1.0
    },
    {
     "p": 0.08883555233478546,
     "m": 0.9411919713020325
    },
    {
     "p": 0.0914803296327591,
     "m": 0.9756512641906738
    },
    {
     "p": 0.05683453008532524,
     "m": 0.9682753086090088
    },
    {
     "p": 0.05342775955796242,
     "m": 1.0
    },
    {
     "p": 0.08879154920578003,
     "m": 1.0
    },
    {
     "p": 0.03479987010359764,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.202224850654602,
   "val_loss": 0.9549496173858643,
   "acc": 67.64,
   "time": 205.65617598599056,
   "param": [
    {
     "p": 0.05628976598381996,
     "m": 1.0
    },
    {
     "p": 0.05734400451183319,
     "m": 1.0
    },
    {
     "p": 0.07538414746522903,
     "m": 1.0
    },
    {
     "p": 0.05923351272940636,
     "m": 0.9916648268699646
    },
    {
     "p": 0.08153194934129715,
     "m": 0.18588627874851227
    },
    {
     "p": 0.05208853259682655,
     "m": 0.9951938986778259
    },
    {
     "p": 0.06419108062982559,
     "m": 0.9685184359550476
    },
    {
     "p": 0.0760812759399414,
     "m": 0.979853630065918
    },
    {
     "p": 0.0678550973534584,
     "m": 1.0
    },
    {
     "p": 0.08148764818906784,
     "m": 0.9997681379318237
    },
    {
     "p": 0.08879948407411575,
     "m": 0.9984803795814514
    },
    {
     "p": 0.09666935354471207,
     "m": 1.0
    },
    {
     "p": 0.08050291240215302,
     "m": 1.0
    },
    {
     "p": 0.0625411719083786,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.145573377609253,
   "val_loss": 1.0502103567123413,
   "acc": 66.58,
   "time": 214.35754215699853,
   "param": [
    {
     "p": 0.07687054574489594,
     "m": 1.0
    },
    {
     "p": 0.07752413302659988,
     "m": 1.0
    },
    {
     "p": 0.08334850519895554,
     "m": 1.0
    },
    {
     "p": 0.06824804097414017,
     "m": 0.9669885635375977
    },
    {
     "p": 0.055003080517053604,
     "m": 0.22262446582317352
    },
    {
     "p": 0.05302131921052933,
     "m": 0.9984280467033386
    },
    {
     "p": 0.08048482984304428,
     "m": 0.9098349809646606
    },
    {
     "p": 0.05507350340485573,
     "m": 1.0
    },
    {
     "p": 0.0526672899723053,
     "m": 0.9768086075782776
    },
    {
     "p": 0.07631943374872208,
     "m": 0.996044933795929
    },
    {
     "p": 0.07454454153776169,
     "m": 0.9867289066314697
    },
    {
     "p": 0.07634059339761734,
     "m": 1.0
    },
    {
     "p": 0.09909655153751373,
     "m": 1.0
    },
    {
     "p": 0.0714576467871666,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.0578367710113525,
   "val_loss": 0.9044612050056458,
   "acc": 67.74,
   "time": 208.83733778301394,
   "param": [
    {
     "p": 0.0773763507604599,
     "m": 1.0
    },
    {
     "p": 0.05296069011092186,
     "m": 1.0
    },
    {
     "p": 0.1026202142238617,
     "m": 1.0
    },
    {
     "p": 0.08050484210252762,
     "m": 0.9658807516098022
    },
    {
     "p": 0.05564020574092865,
     "m": 0.18365232646465302
    },
    {
     "p": 0.06447704881429672,
     "m": 0.998074471950531
    },
    {
     "p": 0.06884991377592087,
     "m": 0.9485911130905151
    },
    {
     "p": 0.052435144782066345,
     "m": 1.0
    },
    {
     "p": 0.061698976904153824,
     "m": 0.9769264459609985
    },
    {
     "p": 0.0879770815372467,
     "m": 0.9979591965675354
    },
    {
     "p": 0.07715991139411926,
     "m": 0.9793220162391663
    },
    {
     "p": 0.08246243000030518,
     "m": 1.0
    },
    {
     "p": 0.08604150265455246,
     "m": 1.0
    },
    {
     "p": 0.04979560524225235,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.214078664779663,
   "val_loss": 0.9273599982261658,
   "acc": 68.18,
   "time": 204.9310374390334,
   "param": [
    {
     "p": 0.09124603867530823,
     "m": 1.0
    },
    {
     "p": 0.0650726854801178,
     "m": 1.0
    },
    {
     "p": 0.07885406166315079,
     "m": 1.0
    },
    {
     "p": 0.06977022439241409,
     "m": 0.9847436547279358
    },
    {
     "p": 0.056079354137182236,
     "m": 0.10209919512271881
    },
    {
     "p": 0.056744884699583054,
     "m": 0.9689615368843079
    },
    {
     "p": 0.08558076620101929,
     "m": 0.962751567363739
    },
    {
     "p": 0.06421227008104324,
     "m": 0.9851697683334351
    },
    {
     "p": 0.04955456033349037,
     "m": 0.9453821778297424
    },
    {
     "p": 0.07365761697292328,
     "m": 1.0
    },
    {
     "p": 0.07881024479866028,
     "m": 0.9982631206512451
    },
    {
     "p": 0.07978446036577225,
     "m": 1.0
    },
    {
     "p": 0.06785021722316742,
     "m": 1.0
    },
    {
     "p": 0.08278261125087738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.1278939247131348,
   "val_loss": 0.9032295942306519,
   "acc": 68.17,
   "time": 214.6609382419847,
   "param": [
    {
     "p": 0.08991821110248566,
     "m": 1.0
    },
    {
     "p": 0.06492006778717041,
     "m": 1.0
    },
    {
     "p": 0.08869120478630066,
     "m": 1.0
    },
    {
     "p": 0.07802927494049072,
     "m": 0.9891513586044312
    },
    {
     "p": 0.06758071482181549,
     "m": 0.13126187026500702
    },
    {
     "p": 0.061971038579940796,
     "m": 0.9383046627044678
    },
    {
     "p": 0.08036184310913086,
     "m": 0.8774957656860352
    },
    {
     "p": 0.06422166526317596,
     "m": 0.9841524958610535
    },
    {
     "p": 0.05558590218424797,
     "m": 0.9941858649253845
    },
    {
     "p": 0.0605798102915287,
     "m": 0.9920623302459717
    },
    {
     "p": 0.057697948068380356,
     "m": 0.9776119589805603
    },
    {
     "p": 0.08143862336874008,
     "m": 1.0
    },
    {
     "p": 0.08959480375051498,
     "m": 1.0
    },
    {
     "p": 0.059408921748399734,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.1243788003921509,
   "val_loss": 0.9022119641304016,
   "acc": 68.51,
   "time": 211.21055896801408,
   "param": [
    {
     "p": 0.07384374737739563,
     "m": 1.0
    },
    {
     "p": 0.08945482224225998,
     "m": 1.0
    },
    {
     "p": 0.08811552822589874,
     "m": 1.0
    },
    {
     "p": 0.06236708536744118,
     "m": 0.9993582963943481
    },
    {
     "p": 0.03421387821435928,
     "m": 0.2525769770145416
    },
    {
     "p": 0.06301528215408325,
     "m": 0.9025533199310303
    },
    {
     "p": 0.08390984684228897,
     "m": 0.9099321961402893
    },
    {
     "p": 0.04315562918782234,
     "m": 0.9837942123413086
    },
    {
     "p": 0.08204495906829834,
     "m": 0.9813610315322876
    },
    {
     "p": 0.08959147334098816,
     "m": 1.0
    },
    {
     "p": 0.0857299268245697,
     "m": 1.0
    },
    {
     "p": 0.06504013389348984,
     "m": 1.0
    },
    {
     "p": 0.07409104704856873,
     "m": 1.0
    },
    {
     "p": 0.06542663276195526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.1670104265213013,
   "val_loss": 1.077330470085144,
   "acc": 67.07,
   "time": 212.0584533860092,
   "param": [
    {
     "p": 0.0796947330236435,
     "m": 1.0
    },
    {
     "p": 0.04382115975022316,
     "m": 1.0
    },
    {
     "p": 0.07010518014431,
     "m": 1.0
    },
    {
     "p": 0.06341084092855453,
     "m": 0.9787724018096924
    },
    {
     "p": 0.08211415261030197,
     "m": 0.21342915296554565
    },
    {
     "p": 0.037620462477207184,
     "m": 0.9000694155693054
    },
    {
     "p": 0.06070457398891449,
     "m": 0.9001644253730774
    },
    {
     "p": 0.07487495243549347,
     "m": 0.9777482748031616
    },
    {
     "p": 0.07229133695363998,
     "m": 0.9999439120292664
    },
    {
     "p": 0.08670864999294281,
     "m": 1.0
    },
    {
     "p": 0.0814145877957344,
     "m": 0.9996442198753357
    },
    {
     "p": 0.061427000910043716,
     "m": 1.0
    },
    {
     "p": 0.08855349570512772,
     "m": 1.0
    },
    {
     "p": 0.0972587913274765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.1023750305175781,
   "val_loss": 0.7992030382156372,
   "acc": 67.39,
   "time": 212.0100302619976,
   "param": [
    {
     "p": 0.08280477672815323,
     "m": 1.0
    },
    {
     "p": 0.07642582058906555,
     "m": 1.0
    },
    {
     "p": 0.08032836019992828,
     "m": 1.0
    },
    {
     "p": 0.060574278235435486,
     "m": 0.9599139094352722
    },
    {
     "p": 0.0647827759385109,
     "m": 0.1764506995677948
    },
    {
     "p": 0.04521873965859413,
     "m": 0.9792808294296265
    },
    {
     "p": 0.047607455402612686,
     "m": 0.865917980670929
    },
    {
     "p": 0.07931412756443024,
     "m": 0.9828270077705383
    },
    {
     "p": 0.09885556250810623,
     "m": 0.9872341752052307
    },
    {
     "p": 0.06711289286613464,
     "m": 0.9989463686943054
    },
    {
     "p": 0.07734724134206772,
     "m": 0.9817792177200317
    },
    {
     "p": 0.06782908737659454,
     "m": 1.0
    },
    {
     "p": 0.10224367678165436,
     "m": 1.0
    },
    {
     "p": 0.04955527186393738,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.0693110227584839,
   "val_loss": 0.9736396074295044,
   "acc": 68.09,
   "time": 215.01380346901715,
   "param": [
    {
     "p": 0.08248431235551834,
     "m": 1.0
    },
    {
     "p": 0.07249585539102554,
     "m": 1.0
    },
    {
     "p": 0.08826014399528503,
     "m": 1.0
    },
    {
     "p": 0.0470215380191803,
     "m": 0.9754499793052673
    },
    {
     "p": 0.07367783784866333,
     "m": 0.18113990128040314
    },
    {
     "p": 0.05190594494342804,
     "m": 0.9903112053871155
    },
    {
     "p": 0.07630325108766556,
     "m": 0.9738925695419312
    },
    {
     "p": 0.04733281582593918,
     "m": 1.0
    },
    {
     "p": 0.05840076878666878,
     "m": 0.9903299808502197
    },
    {
     "p": 0.0877823457121849,
     "m": 0.9826251864433289
    },
    {
     "p": 0.09268955141305923,
     "m": 1.0
    },
    {
     "p": 0.07021521031856537,
     "m": 1.0
    },
    {
     "p": 0.07720911502838135,
     "m": 1.0
    },
    {
     "p": 0.07422138750553131,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.047598123550415,
   "val_loss": 0.763568103313446,
   "acc": 67.85,
   "time": 213.02544181997655,
   "param": [
    {
     "p": 0.10186678916215897,
     "m": 1.0
    },
    {
     "p": 0.053573135286569595,
     "m": 1.0
    },
    {
     "p": 0.07295320928096771,
     "m": 1.0
    },
    {
     "p": 0.06345099955797195,
     "m": 0.9963167309761047
    },
    {
     "p": 0.08041104674339294,
     "m": 0.12481770664453506
    },
    {
     "p": 0.030094817280769348,
     "m": 1.0
    },
    {
     "p": 0.06891379505395889,
     "m": 0.7362995147705078
    },
    {
     "p": 0.072539322078228,
     "m": 1.0
    },
    {
     "p": 0.06252504140138626,
     "m": 0.9096711874008179
    },
    {
     "p": 0.09010456502437592,
     "m": 0.9822869300842285
    },
    {
     "p": 0.07479500770568848,
     "m": 0.9944993853569031
    },
    {
     "p": 0.07841484248638153,
     "m": 1.0
    },
    {
     "p": 0.10231292247772217,
     "m": 1.0
    },
    {
     "p": 0.048044588416814804,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.0117655992507935,
   "val_loss": 0.7975934743881226,
   "acc": 67.99,
   "time": 212.00857753603486,
   "param": [
    {
     "p": 0.101407989859581,
     "m": 1.0
    },
    {
     "p": 0.07822122424840927,
     "m": 1.0
    },
    {
     "p": 0.08495024591684341,
     "m": 1.0
    },
    {
     "p": 0.046076077967882156,
     "m": 0.9993594884872437
    },
    {
     "p": 0.07020983844995499,
     "m": 0.08656934648752213
    },
    {
     "p": 0.058326929807662964,
     "m": 0.9981771111488342
    },
    {
     "p": 0.09010089933872223,
     "m": 0.8464801907539368
    },
    {
     "p": 0.034666962921619415,
     "m": 0.9641017913818359
    },
    {
     "p": 0.08034411817789078,
     "m": 1.0
    },
    {
     "p": 0.0744725912809372,
     "m": 1.0
    },
    {
     "p": 0.06440965831279755,
     "m": 0.8822675347328186
    },
    {
     "p": 0.07590481638908386,
     "m": 1.0
    },
    {
     "p": 0.08585617691278458,
     "m": 1.0
    },
    {
     "p": 0.055052500218153,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.2732069492340088,
   "val_loss": 0.892536461353302,
   "acc": 69.84,
   "time": 208.16372082702583,
   "param": [
    {
     "p": 0.0745069608092308,
     "m": 1.0
    },
    {
     "p": 0.05964857339859009,
     "m": 1.0
    },
    {
     "p": 0.07068948447704315,
     "m": 1.0
    },
    {
     "p": 0.059914037585258484,
     "m": 1.0
    },
    {
     "p": 0.06691916286945343,
     "m": 0.0005022197728976607
    },
    {
     "p": 0.07363911718130112,
     "m": 0.9953869581222534
    },
    {
     "p": 0.06891088932752609,
     "m": 0.9541312456130981
    },
    {
     "p": 0.06419505923986435,
     "m": 1.0
    },
    {
     "p": 0.07295993715524673,
     "m": 0.9743740558624268
    },
    {
     "p": 0.07088684290647507,
     "m": 0.9944257140159607
    },
    {
     "p": 0.11021586507558823,
     "m": 1.0
    },
    {
     "p": 0.07099483907222748,
     "m": 1.0
    },
    {
     "p": 0.08538980036973953,
     "m": 1.0
    },
    {
     "p": 0.051129404455423355,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.203545093536377,
   "val_loss": 0.8686923384666443,
   "acc": 68.42,
   "time": 208.06652044702787,
   "param": [
    {
     "p": 0.08552991598844528,
     "m": 1.0
    },
    {
     "p": 0.05179717019200325,
     "m": 1.0
    },
    {
     "p": 0.08900278806686401,
     "m": 1.0
    },
    {
     "p": 0.06042635440826416,
     "m": 0.9985690116882324
    },
    {
     "p": 0.07588841021060944,
     "m": 0.0
    },
    {
     "p": 0.06615729629993439,
     "m": 1.0
    },
    {
     "p": 0.06554609537124634,
     "m": 0.9388343095779419
    },
    {
     "p": 0.07915189117193222,
     "m": 1.0
    },
    {
     "p": 0.07641950994729996,
     "m": 0.9742996692657471
    },
    {
     "p": 0.07612206786870956,
     "m": 0.9168663024902344
    },
    {
     "p": 0.0732450783252716,
     "m": 0.9997158646583557
    },
    {
     "p": 0.07348019629716873,
     "m": 1.0
    },
    {
     "p": 0.07343947142362595,
     "m": 1.0
    },
    {
     "p": 0.05379370227456093,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.0826287269592285,
   "val_loss": 0.8154630064964294,
   "acc": 68.33,
   "time": 213.87753481901018,
   "param": [
    {
     "p": 0.0534093864262104,
     "m": 1.0
    },
    {
     "p": 0.07309017330408096,
     "m": 1.0
    },
    {
     "p": 0.08619563281536102,
     "m": 1.0
    },
    {
     "p": 0.056032098829746246,
     "m": 0.9143432974815369
    },
    {
     "p": 0.08004524558782578,
     "m": 0.20440758764743805
    },
    {
     "p": 0.053538449108600616,
     "m": 0.8430196642875671
    },
    {
     "p": 0.07345391064882278,
     "m": 0.8974208235740662
    },
    {
     "p": 0.08998329192399979,
     "m": 0.9850627779960632
    },
    {
     "p": 0.054512787610292435,
     "m": 1.0
    },
    {
     "p": 0.07418686896562576,
     "m": 0.9750399589538574
    },
    {
     "p": 0.07970565557479858,
     "m": 0.9848637580871582
    },
    {
     "p": 0.06792910397052765,
     "m": 1.0
    },
    {
     "p": 0.08752564340829849,
     "m": 1.0
    },
    {
     "p": 0.07039166986942291,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 1.2240102291107178,
   "val_loss": 0.9351471662521362,
   "acc": 68.74,
   "time": 212.07160837802803,
   "param": [
    {
     "p": 0.073331318795681,
     "m": 1.0
    },
    {
     "p": 0.06792508810758591,
     "m": 1.0
    },
    {
     "p": 0.06801144033670425,
     "m": 1.0
    },
    {
     "p": 0.07193818688392639,
     "m": 1.0
    },
    {
     "p": 0.08906948566436768,
     "m": 0.26374727487564087
    },
    {
     "p": 0.07913656532764435,
     "m": 0.7528408765792847
    },
    {
     "p": 0.06799459457397461,
     "m": 0.8873386383056641
    },
    {
     "p": 0.06496193259954453,
     "m": 1.0
    },
    {
     "p": 0.07559627294540405,
     "m": 0.9876434803009033
    },
    {
     "p": 0.07643061876296997,
     "m": 0.9986580610275269
    },
    {
     "p": 0.07374655455350876,
     "m": 1.0
    },
    {
     "p": 0.06995409727096558,
     "m": 1.0
    },
    {
     "p": 0.0690217837691307,
     "m": 1.0
    },
    {
     "p": 0.052881985902786255,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.054331660270691,
   "val_loss": 0.8046078085899353,
   "acc": 70.02,
   "time": 206.57641649700236,
   "param": [
    {
     "p": 0.0820339173078537,
     "m": 1.0
    },
    {
     "p": 0.04911424592137337,
     "m": 1.0
    },
    {
     "p": 0.08471767604351044,
     "m": 1.0
    },
    {
     "p": 0.05107048526406288,
     "m": 1.0
    },
    {
     "p": 0.07148664444684982,
     "m": 0.16340067982673645
    },
    {
     "p": 0.07198754698038101,
     "m": 0.8310414552688599
    },
    {
     "p": 0.06499915570020676,
     "m": 0.9414604902267456
    },
    {
     "p": 0.03689880669116974,
     "m": 1.0
    },
    {
     "p": 0.08360429853200912,
     "m": 1.0
    },
    {
     "p": 0.09787434339523315,
     "m": 0.9595128297805786
    },
    {
     "p": 0.08035353571176529,
     "m": 1.0
    },
    {
     "p": 0.0650905892252922,
     "m": 1.0
    },
    {
     "p": 0.1037457138299942,
     "m": 1.0
    },
    {
     "p": 0.0570230558514595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.0872172117233276,
   "val_loss": 0.9528818726539612,
   "acc": 66.85,
   "time": 216.27171998901758,
   "param": [
    {
     "p": 0.06419630348682404,
     "m": 1.0
    },
    {
     "p": 0.06289379298686981,
     "m": 1.0
    },
    {
     "p": 0.07122974842786789,
     "m": 1.0
    },
    {
     "p": 0.060638438910245895,
     "m": 0.9947748184204102
    },
    {
     "p": 0.06319526582956314,
     "m": 0.1678158938884735
    },
    {
     "p": 0.0775604099035263,
     "m": 0.826834499835968
    },
    {
     "p": 0.07927509397268295,
     "m": 1.0
    },
    {
     "p": 0.08056063205003738,
     "m": 1.0
    },
    {
     "p": 0.09142177551984787,
     "m": 1.0
    },
    {
     "p": 0.07591724395751953,
     "m": 0.9091890454292297
    },
    {
     "p": 0.07645821571350098,
     "m": 0.9873826503753662
    },
    {
     "p": 0.08028954267501831,
     "m": 1.0
    },
    {
     "p": 0.06979205459356308,
     "m": 1.0
    },
    {
     "p": 0.04657150059938431,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.1161271333694458,
   "val_loss": 0.8687655925750732,
   "acc": 69.92,
   "time": 213.6808412700193,
   "param": [
    {
     "p": 0.10412244498729706,
     "m": 1.0
    },
    {
     "p": 0.018642820417881012,
     "m": 1.0
    },
    {
     "p": 0.11268207430839539,
     "m": 1.0
    },
    {
     "p": 0.039513811469078064,
     "m": 1.0
    },
    {
     "p": 0.04791460558772087,
     "m": 0.1887037307024002
    },
    {
     "p": 0.051107484847307205,
     "m": 0.8145891427993774
    },
    {
     "p": 0.08462447673082352,
     "m": 0.9659576416015625
    },
    {
     "p": 0.07975353300571442,
     "m": 0.8965291976928711
    },
    {
     "p": 0.08951351046562195,
     "m": 0.9434024691581726
    },
    {
     "p": 0.0641656145453453,
     "m": 1.0
    },
    {
     "p": 0.062336504459381104,
     "m": 0.9435105919837952
    },
    {
     "p": 0.07313108444213867,
     "m": 1.0
    },
    {
     "p": 0.10413897037506104,
     "m": 1.0
    },
    {
     "p": 0.06835311651229858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.1319106817245483,
   "val_loss": 0.8221352696418762,
   "acc": 68.75,
   "time": 213.7276294339681,
   "param": [
    {
     "p": 0.08391310274600983,
     "m": 1.0
    },
    {
     "p": 0.053575340658426285,
     "m": 1.0
    },
    {
     "p": 0.0922710970044136,
     "m": 1.0
    },
    {
     "p": 0.05314908176660538,
     "m": 1.0
    },
    {
     "p": 0.07005288451910019,
     "m": 0.1375393271446228
    },
    {
     "p": 0.06200458109378815,
     "m": 0.7939990758895874
    },
    {
     "p": 0.07437071204185486,
     "m": 0.9293206930160522
    },
    {
     "p": 0.05159677937626839,
     "m": 0.8755452036857605
    },
    {
     "p": 0.07445770502090454,
     "m": 0.9933416247367859
    },
    {
     "p": 0.08421452343463898,
     "m": 1.0
    },
    {
     "p": 0.07442475110292435,
     "m": 0.9741195440292358
    },
    {
     "p": 0.10108135640621185,
     "m": 1.0
    },
    {
     "p": 0.07519204914569855,
     "m": 1.0
    },
    {
     "p": 0.049696020781993866,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.875564694404602,
   "val_loss": 0.8996722102165222,
   "acc": 70.38,
   "time": 211.18290514900582,
   "param": [
    {
     "p": 0.08069897443056107,
     "m": 1.0
    },
    {
     "p": 0.05806118994951248,
     "m": 1.0
    },
    {
     "p": 0.08659258484840393,
     "m": 1.0
    },
    {
     "p": 0.022285832092165947,
     "m": 0.9774203300476074
    },
    {
     "p": 0.08726394921541214,
     "m": 0.1443670392036438
    },
    {
     "p": 0.06991689652204514,
     "m": 0.8704015016555786
    },
    {
     "p": 0.060938168317079544,
     "m": 0.9807814359664917
    },
    {
     "p": 0.06996522098779678,
     "m": 0.9911097884178162
    },
    {
     "p": 0.0820058137178421,
     "m": 0.9801628589630127
    },
    {
     "p": 0.07509312033653259,
     "m": 0.9795985221862793
    },
    {
     "p": 0.07665654271841049,
     "m": 1.0
    },
    {
     "p": 0.07110175490379333,
     "m": 1.0
    },
    {
     "p": 0.08065103739500046,
     "m": 1.0
    },
    {
     "p": 0.07876897603273392,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.9195957183837891,
   "val_loss": 0.8308934569358826,
   "acc": 67.44,
   "time": 216.7209272919572,
   "param": [
    {
     "p": 0.05230475589632988,
     "m": 1.0
    },
    {
     "p": 0.08174022287130356,
     "m": 1.0
    },
    {
     "p": 0.08543559163808823,
     "m": 1.0
    },
    {
     "p": 0.051906518638134,
     "m": 1.0
    },
    {
     "p": 0.0609956793487072,
     "m": 0.12957213819026947
    },
    {
     "p": 0.061413589864969254,
     "m": 0.8765750527381897
    },
    {
     "p": 0.08750135451555252,
     "m": 0.8606978058815002
    },
    {
     "p": 0.050597891211509705,
     "m": 1.0
    },
    {
     "p": 0.10730765759944916,
     "m": 0.9957541227340698
    },
    {
     "p": 0.05165725201368332,
     "m": 0.9598231911659241
    },
    {
     "p": 0.085692398250103,
     "m": 0.9956547617912292
    },
    {
     "p": 0.08674927055835724,
     "m": 1.0
    },
    {
     "p": 0.08186641335487366,
     "m": 1.0
    },
    {
     "p": 0.054831381887197495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.1197178363800049,
   "val_loss": 0.9316481351852417,
   "acc": 70.43,
   "time": 216.99486897303723,
   "param": [
    {
     "p": 0.07516460120677948,
     "m": 1.0
    },
    {
     "p": 0.06895358860492706,
     "m": 1.0
    },
    {
     "p": 0.08128082007169724,
     "m": 1.0
    },
    {
     "p": 0.045192744582891464,
     "m": 0.8868373036384583
    },
    {
     "p": 0.07092580944299698,
     "m": 0.11671612411737442
    },
    {
     "p": 0.050087105482816696,
     "m": 0.9737637639045715
    },
    {
     "p": 0.057304639369249344,
     "m": 0.904911458492279
    },
    {
     "p": 0.09709315747022629,
     "m": 0.9562169313430786
    },
    {
     "p": 0.06982669979333878,
     "m": 0.9416190385818481
    },
    {
     "p": 0.07796742767095566,
     "m": 0.9843528866767883
    },
    {
     "p": 0.053035784512758255,
     "m": 0.9850126504898071
    },
    {
     "p": 0.07310354709625244,
     "m": 1.0
    },
    {
     "p": 0.10395040363073349,
     "m": 1.0
    },
    {
     "p": 0.07611379027366638,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.1544462442398071,
   "val_loss": 0.9489825963973999,
   "acc": 70.06,
   "time": 210.41309016098967,
   "param": [
    {
     "p": 0.06691621243953705,
     "m": 1.0
    },
    {
     "p": 0.08064170926809311,
     "m": 1.0
    },
    {
     "p": 0.0779937133193016,
     "m": 1.0
    },
    {
     "p": 0.07284727692604065,
     "m": 0.9167104959487915
    },
    {
     "p": 0.06659148633480072,
     "m": 0.02664680778980255
    },
    {
     "p": 0.06518755108118057,
     "m": 0.9961902499198914
    },
    {
     "p": 0.0704205259680748,
     "m": 0.863537609577179
    },
    {
     "p": 0.06115654855966568,
     "m": 0.869649350643158
    },
    {
     "p": 0.08109650015830994,
     "m": 0.9914471507072449
    },
    {
     "p": 0.0736398696899414,
     "m": 1.0
    },
    {
     "p": 0.09243586659431458,
     "m": 0.9985670447349548
    },
    {
     "p": 0.07169860601425171,
     "m": 1.0
    },
    {
     "p": 0.06574032455682755,
     "m": 1.0
    },
    {
     "p": 0.05363381281495094,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.02033531665802,
   "val_loss": 0.9579437971115112,
   "acc": 69.94,
   "time": 214.61391887901118,
   "param": [
    {
     "p": 0.09076723456382751,
     "m": 1.0
    },
    {
     "p": 0.0491953007876873,
     "m": 1.0
    },
    {
     "p": 0.07293971627950668,
     "m": 1.0
    },
    {
     "p": 0.05367773026227951,
     "m": 1.0
    },
    {
     "p": 0.07477859407663345,
     "m": 0.0
    },
    {
     "p": 0.0619821771979332,
     "m": 0.9266964197158813
    },
    {
     "p": 0.06143826246261597,
     "m": 0.8404605388641357
    },
    {
     "p": 0.05969982594251633,
     "m": 0.8560668230056763
    },
    {
     "p": 0.08081958442926407,
     "m": 1.0
    },
    {
     "p": 0.08200416713953018,
     "m": 0.9962484836578369
    },
    {
     "p": 0.06827345490455627,
     "m": 0.992919385433197
    },
    {
     "p": 0.06426651030778885,
     "m": 1.0
    },
    {
     "p": 0.09291834384202957,
     "m": 1.0
    },
    {
     "p": 0.08723912388086319,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.021932601928711,
   "val_loss": 0.8402120471000671,
   "acc": 70.25,
   "time": 204.78268248704262,
   "param": [
    {
     "p": 0.0738457664847374,
     "m": 1.0
    },
    {
     "p": 0.060130517929792404,
     "m": 1.0
    },
    {
     "p": 0.07655227184295654,
     "m": 1.0
    },
    {
     "p": 0.0453452542424202,
     "m": 0.9689617156982422
    },
    {
     "p": 0.09389306604862213,
     "m": 0.0
    },
    {
     "p": 0.06812968850135803,
     "m": 0.9661699533462524
    },
    {
     "p": 0.07625751942396164,
     "m": 0.8655560612678528
    },
    {
     "p": 0.07548000663518906,
     "m": 0.8807030320167542
    },
    {
     "p": 0.07786635309457779,
     "m": 0.9951432943344116
    },
    {
     "p": 0.052647411823272705,
     "m": 0.9706971049308777
    },
    {
     "p": 0.07390715181827545,
     "m": 0.9928178787231445
    },
    {
     "p": 0.08338262140750885,
     "m": 1.0
    },
    {
     "p": 0.07208826392889023,
     "m": 1.0
    },
    {
     "p": 0.0704740434885025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.0094941854476929,
   "val_loss": 0.8896654844284058,
   "acc": 70.11,
   "time": 208.13609351596097,
   "param": [
    {
     "p": 0.09291832894086838,
     "m": 1.0
    },
    {
     "p": 0.0640905350446701,
     "m": 1.0
    },
    {
     "p": 0.06456223875284195,
     "m": 1.0
    },
    {
     "p": 0.07294692099094391,
     "m": 1.0
    },
    {
     "p": 0.0710098147392273,
     "m": 0.07990951091051102
    },
    {
     "p": 0.07052027434110641,
     "m": 0.990864634513855
    },
    {
     "p": 0.08565112203359604,
     "m": 0.8659085631370544
    },
    {
     "p": 0.06099449098110199,
     "m": 1.0
    },
    {
     "p": 0.05675511434674263,
     "m": 0.960821807384491
    },
    {
     "p": 0.06951922178268433,
     "m": 1.0
    },
    {
     "p": 0.07166210561990738,
     "m": 1.0
    },
    {
     "p": 0.06931886076927185,
     "m": 1.0
    },
    {
     "p": 0.08242573589086533,
     "m": 1.0
    },
    {
     "p": 0.06762528419494629,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.10675048828125,
   "val_loss": 0.8732089996337891,
   "acc": 70.59,
   "time": 218.63707909703953,
   "param": [
    {
     "p": 0.07745900005102158,
     "m": 1.0
    },
    {
     "p": 0.05520907789468765,
     "m": 1.0
    },
    {
     "p": 0.09541351348161697,
     "m": 1.0
    },
    {
     "p": 0.06195911392569542,
     "m": 0.996406614780426
    },
    {
     "p": 0.08809967339038849,
     "m": 0.138168066740036
    },
    {
     "p": 0.06057559698820114,
     "m": 0.9503427743911743
    },
    {
     "p": 0.07621832191944122,
     "m": 0.971131443977356
    },
    {
     "p": 0.048746127635240555,
     "m": 0.9356029033660889
    },
    {
     "p": 0.05301523953676224,
     "m": 0.9975182414054871
    },
    {
     "p": 0.08093336969614029,
     "m": 0.9806517362594604
    },
    {
     "p": 0.07403964549303055,
     "m": 1.0
    },
    {
     "p": 0.0819319412112236,
     "m": 1.0
    },
    {
     "p": 0.08105224370956421,
     "m": 1.0
    },
    {
     "p": 0.06534714251756668,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.9728976488113403,
   "val_loss": 0.896111786365509,
   "acc": 70.4,
   "time": 211.84453210799256,
   "param": [
    {
     "p": 0.06063980609178543,
     "m": 1.0
    },
    {
     "p": 0.07767481356859207,
     "m": 1.0
    },
    {
     "p": 0.05603572353720665,
     "m": 1.0
    },
    {
     "p": 0.0599084198474884,
     "m": 0.9419940710067749
    },
    {
     "p": 0.0564861036837101,
     "m": 0.05524434521794319
    },
    {
     "p": 0.08339176326990128,
     "m": 1.0
    },
    {
     "p": 0.08127304911613464,
     "m": 0.9123629927635193
    },
    {
     "p": 0.07021183520555496,
     "m": 0.9329115748405457
    },
    {
     "p": 0.07110101729631424,
     "m": 1.0
    },
    {
     "p": 0.07657298445701599,
     "m": 0.9980645775794983
    },
    {
     "p": 0.062033191323280334,
     "m": 0.9939942955970764
    },
    {
     "p": 0.08043187856674194,
     "m": 1.0
    },
    {
     "p": 0.07820013910531998,
     "m": 1.0
    },
    {
     "p": 0.08603931218385696,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.138136386871338,
   "val_loss": 0.9013938903808594,
   "acc": 69.57,
   "time": 211.9198848590022,
   "param": [
    {
     "p": 0.08694372326135635,
     "m": 1.0
    },
    {
     "p": 0.0516606941819191,
     "m": 1.0
    },
    {
     "p": 0.052172161638736725,
     "m": 1.0
    },
    {
     "p": 0.059411030262708664,
     "m": 0.9876768589019775
    },
    {
     "p": 0.08414112776517868,
     "m": 0.09796921163797379
    },
    {
     "p": 0.06850656121969223,
     "m": 0.7613070011138916
    },
    {
     "p": 0.061093635857105255,
     "m": 0.9855830669403076
    },
    {
     "p": 0.07924409210681915,
     "m": 0.9764368534088135
    },
    {
     "p": 0.08649621158838272,
     "m": 0.9887799024581909
    },
    {
     "p": 0.07156377285718918,
     "m": 0.9892634153366089
    },
    {
     "p": 0.0797012448310852,
     "m": 0.945712685585022
    },
    {
     "p": 0.07746244221925735,
     "m": 1.0
    },
    {
     "p": 0.06460317969322205,
     "m": 1.0
    },
    {
     "p": 0.07700012624263763,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.099120020866394,
   "val_loss": 0.7871703505516052,
   "acc": 70.96,
   "time": 212.5903813400073,
   "param": [
    {
     "p": 0.07468024641275406,
     "m": 1.0
    },
    {
     "p": 0.07074696570634842,
     "m": 1.0
    },
    {
     "p": 0.07591760158538818,
     "m": 1.0
    },
    {
     "p": 0.06608082354068756,
     "m": 1.0
    },
    {
     "p": 0.0800967589020729,
     "m": 0.0018855792004615068
    },
    {
     "p": 0.06870515644550323,
     "m": 0.7550227642059326
    },
    {
     "p": 0.075090691447258,
     "m": 0.9650755524635315
    },
    {
     "p": 0.04671645537018776,
     "m": 1.0
    },
    {
     "p": 0.05766570195555687,
     "m": 0.9857194423675537
    },
    {
     "p": 0.06254103034734726,
     "m": 0.8830952644348145
    },
    {
     "p": 0.06403798609972,
     "m": 0.9370992183685303
    },
    {
     "p": 0.1060447171330452,
     "m": 1.0
    },
    {
     "p": 0.08136119693517685,
     "m": 1.0
    },
    {
     "p": 0.07031463831663132,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.0458441972732544,
   "val_loss": 0.8667376041412354,
   "acc": 69.57,
   "time": 208.3709836360067,
   "param": [
    {
     "p": 0.09434013068675995,
     "m": 1.0
    },
    {
     "p": 0.05933064967393875,
     "m": 1.0
    },
    {
     "p": 0.06011466681957245,
     "m": 1.0
    },
    {
     "p": 0.05214694142341614,
     "m": 1.0
    },
    {
     "p": 0.06734144687652588,
     "m": 0.021027924492955208
    },
    {
     "p": 0.0807362049818039,
     "m": 0.7362744808197021
    },
    {
     "p": 0.07758037745952606,
     "m": 0.9954025149345398
    },
    {
     "p": 0.08152991533279419,
     "m": 0.9856042861938477
    },
    {
     "p": 0.08289700746536255,
     "m": 0.8892967700958252
    },
    {
     "p": 0.06846004724502563,
     "m": 0.8963930606842041
    },
    {
     "p": 0.07021397352218628,
     "m": 0.8540882468223572
    },
    {
     "p": 0.07513817399740219,
     "m": 1.0
    },
    {
     "p": 0.08106615394353867,
     "m": 1.0
    },
    {
     "p": 0.04910433292388916,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.171449065208435,
   "val_loss": 0.8221267461776733,
   "acc": 70.43,
   "time": 208.80504871997982,
   "param": [
    {
     "p": 0.06551156938076019,
     "m": 1.0
    },
    {
     "p": 0.06085214763879776,
     "m": 1.0
    },
    {
     "p": 0.0926152691245079,
     "m": 1.0
    },
    {
     "p": 0.05947389826178551,
     "m": 1.0
    },
    {
     "p": 0.04959135502576828,
     "m": 0.1262795776128769
    },
    {
     "p": 0.07547479122877121,
     "m": 0.6300371885299683
    },
    {
     "p": 0.06892256438732147,
     "m": 1.0
    },
    {
     "p": 0.05552032217383385,
     "m": 0.9994383454322815
    },
    {
     "p": 0.051016487181186676,
     "m": 0.8527778387069702
    },
    {
     "p": 0.12224410474300385,
     "m": 0.9694320559501648
    },
    {
     "p": 0.10447559505701065,
     "m": 0.9270610809326172
    },
    {
     "p": 0.059701595455408096,
     "m": 1.0
    },
    {
     "p": 0.07384084165096283,
     "m": 1.0
    },
    {
     "p": 0.06075940653681755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.9551612138748169,
   "val_loss": 0.8376964926719666,
   "acc": 70.29,
   "time": 212.20137108198833,
   "param": [
    {
     "p": 0.12021031975746155,
     "m": 1.0
    },
    {
     "p": 0.06165679916739464,
     "m": 1.0
    },
    {
     "p": 0.060434941202402115,
     "m": 1.0
    },
    {
     "p": 0.035577669739723206,
     "m": 0.9795408844947815
    },
    {
     "p": 0.07486031949520111,
     "m": 0.11900775879621506
    },
    {
     "p": 0.03510374203324318,
     "m": 0.7100343704223633
    },
    {
     "p": 0.0492444783449173,
     "m": 0.9710148572921753
    },
    {
     "p": 0.06412453949451447,
     "m": 0.9997982978820801
    },
    {
     "p": 0.08014176785945892,
     "m": 0.8874428272247314
    },
    {
     "p": 0.10113950818777084,
     "m": 0.9961787462234497
    },
    {
     "p": 0.05155929923057556,
     "m": 0.9460474848747253
    },
    {
     "p": 0.08470790833234787,
     "m": 1.0
    },
    {
     "p": 0.11014759540557861,
     "m": 1.0
    },
    {
     "p": 0.07109101861715317,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.0166975259780884,
   "val_loss": 0.8095327019691467,
   "acc": 70.39,
   "time": 212.5806788459886,
   "param": [
    {
     "p": 0.07898863404989243,
     "m": 1.0
    },
    {
     "p": 0.05481594428420067,
     "m": 1.0
    },
    {
     "p": 0.06598465144634247,
     "m": 1.0
    },
    {
     "p": 0.08134841173887253,
     "m": 0.9717567563056946
    },
    {
     "p": 0.07461389154195786,
     "m": 0.03128259256482124
    },
    {
     "p": 0.07206123322248459,
     "m": 0.7747898101806641
    },
    {
     "p": 0.06755208969116211,
     "m": 0.961482584476471
    },
    {
     "p": 0.07044500857591629,
     "m": 0.9951859712600708
    },
    {
     "p": 0.07627564668655396,
     "m": 0.9391106367111206
    },
    {
     "p": 0.0750090628862381,
     "m": 0.9872695207595825
    },
    {
     "p": 0.05430642142891884,
     "m": 0.9299089312553406
    },
    {
     "p": 0.0738920047879219,
     "m": 1.0
    },
    {
     "p": 0.09803258627653122,
     "m": 1.0
    },
    {
     "p": 0.05667444318532944,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.0013827085494995,
   "val_loss": 0.827960193157196,
   "acc": 70.6,
   "time": 205.9108398850076,
   "param": [
    {
     "p": 0.07952548563480377,
     "m": 1.0
    },
    {
     "p": 0.07497020065784454,
     "m": 1.0
    },
    {
     "p": 0.07672864198684692,
     "m": 1.0
    },
    {
     "p": 0.0646568089723587,
     "m": 0.9363716244697571
    },
    {
     "p": 0.07451111823320389,
     "m": 0.0
    },
    {
     "p": 0.0617365762591362,
     "m": 0.7564824819564819
    },
    {
     "p": 0.07888753712177277,
     "m": 0.9507573246955872
    },
    {
     "p": 0.06216621398925781,
     "m": 1.0
    },
    {
     "p": 0.08960361033678055,
     "m": 1.0
    },
    {
     "p": 0.06596235930919647,
     "m": 0.9691771268844604
    },
    {
     "p": 0.04605621472001076,
     "m": 0.9486262798309326
    },
    {
     "p": 0.07322724163532257,
     "m": 1.0
    },
    {
     "p": 0.08184365183115005,
     "m": 1.0
    },
    {
     "p": 0.0701243132352829,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.9758731126785278,
   "val_loss": 0.8283522725105286,
   "acc": 70.05,
   "time": 214.71977161697578,
   "param": [
    {
     "p": 0.07161339372396469,
     "m": 1.0
    },
    {
     "p": 0.05167173966765404,
     "m": 1.0
    },
    {
     "p": 0.07298444211483002,
     "m": 1.0
    },
    {
     "p": 0.07301919907331467,
     "m": 0.9649959802627563
    },
    {
     "p": 0.09098454564809799,
     "m": 0.0
    },
    {
     "p": 0.07539209723472595,
     "m": 0.7188180088996887
    },
    {
     "p": 0.05793646723031998,
     "m": 0.9700841307640076
    },
    {
     "p": 0.06622152775526047,
     "m": 0.9090571999549866
    },
    {
     "p": 0.0711822360754013,
     "m": 0.9848313927650452
    },
    {
     "p": 0.08913737535476685,
     "m": 1.0
    },
    {
     "p": 0.08245955407619476,
     "m": 0.9022756218910217
    },
    {
     "p": 0.07498565316200256,
     "m": 1.0
    },
    {
     "p": 0.0802910178899765,
     "m": 1.0
    },
    {
     "p": 0.042120736092329025,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.1252539157867432,
   "val_loss": 0.8948143124580383,
   "acc": 71.13,
   "time": 205.68292314896826,
   "param": [
    {
     "p": 0.08361879736185074,
     "m": 1.0
    },
    {
     "p": 0.06829506158828735,
     "m": 1.0
    },
    {
     "p": 0.05634279549121857,
     "m": 1.0
    },
    {
     "p": 0.03499135375022888,
     "m": 0.9036824107170105
    },
    {
     "p": 0.08124315738677979,
     "m": 0.0
    },
    {
     "p": 0.07549222558736801,
     "m": 0.6718767285346985
    },
    {
     "p": 0.08001524209976196,
     "m": 0.9822874665260315
    },
    {
     "p": 0.06268121302127838,
     "m": 0.9864846467971802
    },
    {
     "p": 0.08587456494569778,
     "m": 0.9340662360191345
    },
    {
     "p": 0.06987512856721878,
     "m": 0.9690111875534058
    },
    {
     "p": 0.06440798938274384,
     "m": 0.9657476544380188
    },
    {
     "p": 0.06765606999397278,
     "m": 1.0
    },
    {
     "p": 0.0873449519276619,
     "m": 1.0
    },
    {
     "p": 0.08216140419244766,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.864939272403717,
   "val_loss": 0.9263412952423096,
   "acc": 71.27,
   "time": 215.94896722398698,
   "param": [
    {
     "p": 0.08782636374235153,
     "m": 1.0
    },
    {
     "p": 0.06050616875290871,
     "m": 1.0
    },
    {
     "p": 0.1056557148694992,
     "m": 1.0
    },
    {
     "p": 0.06328334659337997,
     "m": 0.9954224228858948
    },
    {
     "p": 0.0840907096862793,
     "m": 0.0037076121661812067
    },
    {
     "p": 0.06955704838037491,
     "m": 0.7224408388137817
    },
    {
     "p": 0.08326850831508636,
     "m": 0.9221981763839722
    },
    {
     "p": 0.04718489199876785,
     "m": 0.9637330174446106
    },
    {
     "p": 0.061164114624261856,
     "m": 0.9921861886978149
    },
    {
     "p": 0.08013773709535599,
     "m": 0.8789025545120239
    },
    {
     "p": 0.06308986991643906,
     "m": 0.9992483258247375
    },
    {
     "p": 0.04679812118411064,
     "m": 1.0
    },
    {
     "p": 0.06878548860549927,
     "m": 1.0
    },
    {
     "p": 0.07865191251039505,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.9743280410766602,
   "val_loss": 0.8622068762779236,
   "acc": 71.24,
   "time": 215.77936840901384,
   "param": [
    {
     "p": 0.09742487967014313,
     "m": 1.0
    },
    {
     "p": 0.0513991117477417,
     "m": 1.0
    },
    {
     "p": 0.07163649052381516,
     "m": 1.0
    },
    {
     "p": 0.06099322810769081,
     "m": 1.0
    },
    {
     "p": 0.08994625508785248,
     "m": 0.015662191435694695
    },
    {
     "p": 0.05233185738325119,
     "m": 0.6642680764198303
    },
    {
     "p": 0.09344686567783356,
     "m": 0.9998340606689453
    },
    {
     "p": 0.05060460790991783,
     "m": 0.9880388975143433
    },
    {
     "p": 0.07285058498382568,
     "m": 1.0
    },
    {
     "p": 0.05993043631315231,
     "m": 0.9341193437576294
    },
    {
     "p": 0.07781558483839035,
     "m": 1.0
    },
    {
     "p": 0.08008964359760284,
     "m": 1.0
    },
    {
     "p": 0.06586568802595139,
     "m": 1.0
    },
    {
     "p": 0.07566477358341217,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.9893197417259216,
   "val_loss": 0.7599767446517944,
   "acc": 71.26,
   "time": 214.701184784004,
   "param": [
    {
     "p": 0.07852815091609955,
     "m": 1.0
    },
    {
     "p": 0.055588193237781525,
     "m": 1.0
    },
    {
     "p": 0.10478252917528152,
     "m": 1.0
    },
    {
     "p": 0.062259525060653687,
     "m": 0.9931846857070923
    },
    {
     "p": 0.09132899343967438,
     "m": 0.0
    },
    {
     "p": 0.04431252181529999,
     "m": 0.6351675987243652
    },
    {
     "p": 0.05625929310917854,
     "m": 0.8987830281257629
    },
    {
     "p": 0.06363127380609512,
     "m": 0.9819296002388
    },
    {
     "p": 0.07063853740692139,
     "m": 0.9899182915687561
    },
    {
     "p": 0.07742199301719666,
     "m": 1.0
    },
    {
     "p": 0.07528513669967651,
     "m": 0.9670500755310059
    },
    {
     "p": 0.06982523947954178,
     "m": 1.0
    },
    {
     "p": 0.07519687712192535,
     "m": 1.0
    },
    {
     "p": 0.07494182884693146,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.9625421762466431,
   "val_loss": 0.8638854026794434,
   "acc": 70.21,
   "time": 210.26522203197237,
   "param": [
    {
     "p": 0.07394254952669144,
     "m": 1.0
    },
    {
     "p": 0.030731547623872757,
     "m": 1.0
    },
    {
     "p": 0.08766345679759979,
     "m": 1.0
    },
    {
     "p": 0.07169703394174576,
     "m": 0.9824104309082031
    },
    {
     "p": 0.07131686061620712,
     "m": 0.0
    },
    {
     "p": 0.09000436216592789,
     "m": 0.6885745525360107
    },
    {
     "p": 0.06644248217344284,
     "m": 0.9153264164924622
    },
    {
     "p": 0.06608399003744125,
     "m": 0.994672954082489
    },
    {
     "p": 0.07938278466463089,
     "m": 0.9862241744995117
    },
    {
     "p": 0.0685812458395958,
     "m": 0.9905893802642822
    },
    {
     "p": 0.0626048594713211,
     "m": 0.9917243719100952
    },
    {
     "p": 0.08164392411708832,
     "m": 1.0
    },
    {
     "p": 0.0776294395327568,
     "m": 1.0
    },
    {
     "p": 0.07227549701929092,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.9742031097412109,
   "val_loss": 0.8000835180282593,
   "acc": 72.45,
   "time": 212.09486059600022,
   "param": [
    {
     "p": 0.06807918101549149,
     "m": 1.0
    },
    {
     "p": 0.05362492427229881,
     "m": 1.0
    },
    {
     "p": 0.06717557460069656,
     "m": 1.0
    },
    {
     "p": 0.06463086605072021,
     "m": 0.9953790903091431
    },
    {
     "p": 0.05783100426197052,
     "m": 0.11846795678138733
    },
    {
     "p": 0.07361656427383423,
     "m": 0.9157701134681702
    },
    {
     "p": 0.07829644531011581,
     "m": 0.9590107202529907
    },
    {
     "p": 0.0629928931593895,
     "m": 0.7670677304267883
    },
    {
     "p": 0.0925544947385788,
     "m": 1.0
    },
    {
     "p": 0.0763854831457138,
     "m": 0.9138290286064148
    },
    {
     "p": 0.06826254725456238,
     "m": 1.0
    },
    {
     "p": 0.08177896589040756,
     "m": 0.9932305216789246
    },
    {
     "p": 0.09164438396692276,
     "m": 1.0
    },
    {
     "p": 0.06312664598226547,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.0206148624420166,
   "val_loss": 0.8825171589851379,
   "acc": 71.25,
   "time": 209.8109347629943,
   "param": [
    {
     "p": 0.08602462708950043,
     "m": 1.0
    },
    {
     "p": 0.07193602621555328,
     "m": 1.0
    },
    {
     "p": 0.06806312501430511,
     "m": 1.0
    },
    {
     "p": 0.06799865514039993,
     "m": 1.0
    },
    {
     "p": 0.0629887580871582,
     "m": 0.2038194090127945
    },
    {
     "p": 0.06137751042842865,
     "m": 0.9934348464012146
    },
    {
     "p": 0.08245715498924255,
     "m": 0.963366687297821
    },
    {
     "p": 0.06231245771050453,
     "m": 0.8190732002258301
    },
    {
     "p": 0.07149101793766022,
     "m": 0.9570811986923218
    },
    {
     "p": 0.05669819191098213,
     "m": 0.851229727268219
    },
    {
     "p": 0.07374653220176697,
     "m": 0.9833671450614929
    },
    {
     "p": 0.08381836116313934,
     "m": 1.0
    },
    {
     "p": 0.07364710420370102,
     "m": 1.0
    },
    {
     "p": 0.07744046300649643,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.9400434494018555,
   "val_loss": 0.7811700701713562,
   "acc": 71.98,
   "time": 206.2416214759578,
   "param": [
    {
     "p": 0.08362378925085068,
     "m": 1.0
    },
    {
     "p": 0.059232935309410095,
     "m": 1.0
    },
    {
     "p": 0.09594877064228058,
     "m": 1.0
    },
    {
     "p": 0.05720135569572449,
     "m": 0.9916641712188721
    },
    {
     "p": 0.0636485144495964,
     "m": 0.15496157109737396
    },
    {
     "p": 0.05780547857284546,
     "m": 0.9939234852790833
    },
    {
     "p": 0.06420204043388367,
     "m": 0.9917864203453064
    },
    {
     "p": 0.04682173579931259,
     "m": 0.9324934482574463
    },
    {
     "p": 0.07252472639083862,
     "m": 1.0
    },
    {
     "p": 0.0719258114695549,
     "m": 1.0
    },
    {
     "p": 0.10117135941982269,
     "m": 0.8761863708496094
    },
    {
     "p": 0.090196892619133,
     "m": 1.0
    },
    {
     "p": 0.07765509188175201,
     "m": 1.0
    },
    {
     "p": 0.05804144963622093,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.0463836193084717,
   "val_loss": 0.7731003165245056,
   "acc": 71.77,
   "time": 205.86764491797658,
   "param": [
    {
     "p": 0.05945846065878868,
     "m": 1.0
    },
    {
     "p": 0.03880660980939865,
     "m": 1.0
    },
    {
     "p": 0.08523861318826675,
     "m": 1.0
    },
    {
     "p": 0.08147428929805756,
     "m": 0.9915735721588135
    },
    {
     "p": 0.09405717998743057,
     "m": 0.18270033597946167
    },
    {
     "p": 0.03771689161658287,
     "m": 1.0
    },
    {
     "p": 0.052263837307691574,
     "m": 0.9276795387268066
    },
    {
     "p": 0.046085111796855927,
     "m": 0.8656432628631592
    },
    {
     "p": 0.08793462067842484,
     "m": 0.9984984993934631
    },
    {
     "p": 0.09117098152637482,
     "m": 0.9361053109169006
    },
    {
     "p": 0.0767766684293747,
     "m": 0.9072297215461731
    },
    {
     "p": 0.08253582566976547,
     "m": 1.0
    },
    {
     "p": 0.1052979826927185,
     "m": 1.0
    },
    {
     "p": 0.06118291988968849,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.8175720572471619,
   "val_loss": 0.7886096835136414,
   "acc": 71.67,
   "time": 207.44643661897862,
   "param": [
    {
     "p": 0.08675293624401093,
     "m": 1.0
    },
    {
     "p": 0.06364771723747253,
     "m": 1.0
    },
    {
     "p": 0.08637513220310211,
     "m": 1.0
    },
    {
     "p": 0.05738542601466179,
     "m": 0.9904090762138367
    },
    {
     "p": 0.050654616206884384,
     "m": 0.18756383657455444
    },
    {
     "p": 0.05186232179403305,
     "m": 0.8959643244743347
    },
    {
     "p": 0.09451421350240707,
     "m": 0.7512409090995789
    },
    {
     "p": 0.05542554333806038,
     "m": 0.8012332320213318
    },
    {
     "p": 0.09370070695877075,
     "m": 1.0
    },
    {
     "p": 0.0867391973733902,
     "m": 0.9072486758232117
    },
    {
     "p": 0.06860970705747604,
     "m": 1.0
    },
    {
     "p": 0.06644485890865326,
     "m": 1.0
    },
    {
     "p": 0.09042271971702576,
     "m": 1.0
    },
    {
     "p": 0.04746485501527786,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.95131915807724,
   "val_loss": 0.8575574159622192,
   "acc": 71.85,
   "time": 205.29925604595337,
   "param": [
    {
     "p": 0.0810534805059433,
     "m": 1.0
    },
    {
     "p": 0.051419518887996674,
     "m": 1.0
    },
    {
     "p": 0.0723942369222641,
     "m": 1.0
    },
    {
     "p": 0.07732608914375305,
     "m": 1.0
    },
    {
     "p": 0.06946919858455658,
     "m": 0.1728205382823944
    },
    {
     "p": 0.06716232001781464,
     "m": 0.9520049095153809
    },
    {
     "p": 0.06282850354909897,
     "m": 0.7449032068252563
    },
    {
     "p": 0.0904722586274147,
     "m": 0.9253695011138916
    },
    {
     "p": 0.06707035005092621,
     "m": 0.8734435439109802
    },
    {
     "p": 0.06849769502878189,
     "m": 0.9725092053413391
    },
    {
     "p": 0.06008667126297951,
     "m": 0.9700149297714233
    },
    {
     "p": 0.0662761777639389,
     "m": 1.0
    },
    {
     "p": 0.08728577196598053,
     "m": 1.0
    },
    {
     "p": 0.07865779101848602,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.0294268131256104,
   "val_loss": 0.7981946468353271,
   "acc": 71.25,
   "time": 205.2657785830088,
   "param": [
    {
     "p": 0.09325899928808212,
     "m": 1.0
    },
    {
     "p": 0.05591940879821777,
     "m": 1.0
    },
    {
     "p": 0.07652145624160767,
     "m": 1.0
    },
    {
     "p": 0.07337712496519089,
     "m": 0.969970703125
    },
    {
     "p": 0.07108232378959656,
     "m": 0.1835070699453354
    },
    {
     "p": 0.05836900696158409,
     "m": 1.0
    },
    {
     "p": 0.06374450773000717,
     "m": 0.832099199295044
    },
    {
     "p": 0.061283744871616364,
     "m": 0.9934167861938477
    },
    {
     "p": 0.07092974334955215,
     "m": 0.9504963159561157
    },
    {
     "p": 0.07653196901082993,
     "m": 0.99957275390625
    },
    {
     "p": 0.06718585640192032,
     "m": 0.9244289994239807
    },
    {
     "p": 0.08447042852640152,
     "m": 1.0
    },
    {
     "p": 0.08167456835508347,
     "m": 1.0
    },
    {
     "p": 0.06565088778734207,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.9913442730903625,
   "val_loss": 0.7668648958206177,
   "acc": 71.94,
   "time": 217.46330850198865,
   "param": [
    {
     "p": 0.0878869891166687,
     "m": 1.0
    },
    {
     "p": 0.04780207946896553,
     "m": 1.0
    },
    {
     "p": 0.07911069691181183,
     "m": 1.0
    },
    {
     "p": 0.04791143909096718,
     "m": 0.9545742273330688
    },
    {
     "p": 0.08765044808387756,
     "m": 0.10926355421543121
    },
    {
     "p": 0.07792723178863525,
     "m": 0.9679761528968811
    },
    {
     "p": 0.07973328977823257,
     "m": 0.8534954190254211
    },
    {
     "p": 0.05885327607393265,
     "m": 0.9516176581382751
    },
    {
     "p": 0.0656474232673645,
     "m": 0.8789396286010742
    },
    {
     "p": 0.05274883657693863,
     "m": 0.990454912185669
    },
    {
     "p": 0.06627117097377777,
     "m": 0.8734269738197327
    },
    {
     "p": 0.07729654014110565,
     "m": 1.0
    },
    {
     "p": 0.10391731560230255,
     "m": 1.0
    },
    {
     "p": 0.06724326312541962,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.8590388298034668,
   "val_loss": 0.914177656173706,
   "acc": 71.03,
   "time": 215.57474800996715,
   "param": [
    {
     "p": 0.08652281761169434,
     "m": 1.0
    },
    {
     "p": 0.060489073395729065,
     "m": 1.0
    },
    {
     "p": 0.04372258484363556,
     "m": 1.0
    },
    {
     "p": 0.0815662294626236,
     "m": 1.0
    },
    {
     "p": 0.06067211180925369,
     "m": 0.13728004693984985
    },
    {
     "p": 0.039359819144010544,
     "m": 0.8832455277442932
    },
    {
     "p": 0.06922896206378937,
     "m": 0.8026121854782104
    },
    {
     "p": 0.07658053189516068,
     "m": 0.9436177015304565
    },
    {
     "p": 0.07341064512729645,
     "m": 0.9564515352249146
    },
    {
     "p": 0.08740156143903732,
     "m": 0.9985581636428833
    },
    {
     "p": 0.08735205233097076,
     "m": 0.9887344837188721
    },
    {
     "p": 0.08672262728214264,
     "m": 1.0
    },
    {
     "p": 0.08142074197530746,
     "m": 1.0
    },
    {
     "p": 0.06555027514696121,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.8475209474563599,
   "val_loss": 0.8892272710800171,
   "acc": 71.91,
   "time": 210.15455585101154,
   "param": [
    {
     "p": 0.07505790889263153,
     "m": 1.0
    },
    {
     "p": 0.06418433040380478,
     "m": 1.0
    },
    {
     "p": 0.08150539547204971,
     "m": 1.0
    },
    {
     "p": 0.052683863788843155,
     "m": 0.9329238533973694
    },
    {
     "p": 0.08577962219715118,
     "m": 0.12739220261573792
    },
    {
     "p": 0.07768028229475021,
     "m": 0.8280749917030334
    },
    {
     "p": 0.06714227050542831,
     "m": 0.8037769794464111
    },
    {
     "p": 0.08037817478179932,
     "m": 0.9959590435028076
    },
    {
     "p": 0.07319072633981705,
     "m": 0.9757034182548523
    },
    {
     "p": 0.05656179040670395,
     "m": 0.9440925717353821
    },
    {
     "p": 0.07233083248138428,
     "m": 1.0
    },
    {
     "p": 0.08322039246559143,
     "m": 1.0
    },
    {
     "p": 0.06880567222833633,
     "m": 1.0
    },
    {
     "p": 0.06147876754403114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.1116193532943726,
   "val_loss": 0.9254752397537231,
   "acc": 71.72,
   "time": 207.39528253203025,
   "param": [
    {
     "p": 0.07525277137756348,
     "m": 1.0
    },
    {
     "p": 0.07478222250938416,
     "m": 1.0
    },
    {
     "p": 0.0753137618303299,
     "m": 1.0
    },
    {
     "p": 0.03220455348491669,
     "m": 0.8445436358451843
    },
    {
     "p": 0.09390914440155029,
     "m": 0.0
    },
    {
     "p": 0.07494698464870453,
     "m": 0.8973149657249451
    },
    {
     "p": 0.058187633752822876,
     "m": 0.8450404405593872
    },
    {
     "p": 0.07460593432188034,
     "m": 0.8778788447380066
    },
    {
     "p": 0.07250215858221054,
     "m": 0.8971412181854248
    },
    {
     "p": 0.08213502168655396,
     "m": 0.8533258438110352
    },
    {
     "p": 0.057188041508197784,
     "m": 0.9850211143493652
    },
    {
     "p": 0.06904707103967667,
     "m": 1.0
    },
    {
     "p": 0.09230880439281464,
     "m": 1.0
    },
    {
     "p": 0.06761589646339417,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.8427935838699341,
   "val_loss": 0.7723562121391296,
   "acc": 70.83,
   "time": 203.53249556501396,
   "param": [
    {
     "p": 0.08756861090660095,
     "m": 1.0
    },
    {
     "p": 0.04678448289632797,
     "m": 1.0
    },
    {
     "p": 0.056237298995256424,
     "m": 1.0
    },
    {
     "p": 0.06862927973270416,
     "m": 0.834956169128418
    },
    {
     "p": 0.06568650156259537,
     "m": 0.0
    },
    {
     "p": 0.06353921443223953,
     "m": 0.7586954236030579
    },
    {
     "p": 0.0984441414475441,
     "m": 0.953827977180481
    },
    {
     "p": 0.06838854402303696,
     "m": 0.9582984447479248
    },
    {
     "p": 0.07612624019384384,
     "m": 0.946478009223938
    },
    {
     "p": 0.0796840488910675,
     "m": 0.9040599465370178
    },
    {
     "p": 0.06191851198673248,
     "m": 0.9717894792556763
    },
    {
     "p": 0.07330664992332458,
     "m": 1.0
    },
    {
     "p": 0.07312856614589691,
     "m": 1.0
    },
    {
     "p": 0.08055787533521652,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.8324401378631592,
   "val_loss": 0.7378703355789185,
   "acc": 71.3,
   "time": 208.81653543602442,
   "param": [
    {
     "p": 0.08262898772954941,
     "m": 1.0
    },
    {
     "p": 0.04240575432777405,
     "m": 1.0
    },
    {
     "p": 0.05186767503619194,
     "m": 1.0
    },
    {
     "p": 0.07149647921323776,
     "m": 0.9715696573257446
    },
    {
     "p": 0.07354358583688736,
     "m": 0.0
    },
    {
     "p": 0.05825630575418472,
     "m": 0.7162630558013916
    },
    {
     "p": 0.09060785919427872,
     "m": 0.8044235110282898
    },
    {
     "p": 0.05208895727992058,
     "m": 0.9186340570449829
    },
    {
     "p": 0.05228942260146141,
     "m": 0.9829149842262268
    },
    {
     "p": 0.09809262305498123,
     "m": 1.0
    },
    {
     "p": 0.08635012805461884,
     "m": 1.0
    },
    {
     "p": 0.07295385003089905,
     "m": 1.0
    },
    {
     "p": 0.09525002539157867,
     "m": 1.0
    },
    {
     "p": 0.0721682533621788,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.8519456386566162,
   "val_loss": 0.9066357016563416,
   "acc": 72.21,
   "time": 214.98117632500362,
   "param": [
    {
     "p": 0.06303873658180237,
     "m": 1.0
    },
    {
     "p": 0.07069627940654755,
     "m": 1.0
    },
    {
     "p": 0.09268993139266968,
     "m": 1.0
    },
    {
     "p": 0.06877587735652924,
     "m": 0.925199031829834
    },
    {
     "p": 0.05565592646598816,
     "m": 0.00012171957496320829
    },
    {
     "p": 0.05698682740330696,
     "m": 0.67093425989151
    },
    {
     "p": 0.07169949263334274,
     "m": 0.8660795092582703
    },
    {
     "p": 0.0669330433011055,
     "m": 0.8837487697601318
    },
    {
     "p": 0.06048867106437683,
     "m": 0.8289415836334229
    },
    {
     "p": 0.09157058596611023,
     "m": 0.990439236164093
    },
    {
     "p": 0.08739519119262695,
     "m": 0.9939289689064026
    },
    {
     "p": 0.07792454212903976,
     "m": 1.0
    },
    {
     "p": 0.07828211039304733,
     "m": 1.0
    },
    {
     "p": 0.057862766087055206,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.7683334350585938,
   "val_loss": 0.7183350324630737,
   "acc": 72.2,
   "time": 217.67697621003026,
   "param": [
    {
     "p": 0.07955081760883331,
     "m": 1.0
    },
    {
     "p": 0.07834237813949585,
     "m": 1.0
    },
    {
     "p": 0.07870638370513916,
     "m": 1.0
    },
    {
     "p": 0.05542028322815895,
     "m": 0.8634204864501953
    },
    {
     "p": 0.08587436378002167,
     "m": 0.03125465661287308
    },
    {
     "p": 0.05121706798672676,
     "m": 0.49918243288993835
    },
    {
     "p": 0.0824616551399231,
     "m": 0.7881984114646912
    },
    {
     "p": 0.06515152007341385,
     "m": 0.857824444770813
    },
    {
     "p": 0.06822759658098221,
     "m": 0.9510154128074646
    },
    {
     "p": 0.07900558412075043,
     "m": 0.9907177686691284
    },
    {
     "p": 0.08514600247144699,
     "m": 0.9601618647575378
    },
    {
     "p": 0.04287656396627426,
     "m": 1.0
    },
    {
     "p": 0.1031918004155159,
     "m": 1.0
    },
    {
     "p": 0.0448278971016407,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.1768478155136108,
   "val_loss": 0.7189390063285828,
   "acc": 72.34,
   "time": 211.2244223380112,
   "param": [
    {
     "p": 0.07936347275972366,
     "m": 1.0
    },
    {
     "p": 0.07238870859146118,
     "m": 1.0
    },
    {
     "p": 0.07464191317558289,
     "m": 1.0
    },
    {
     "p": 0.045285604894161224,
     "m": 0.9606814384460449
    },
    {
     "p": 0.08348217606544495,
     "m": 0.10582789033651352
    },
    {
     "p": 0.05899862200021744,
     "m": 0.6010730862617493
    },
    {
     "p": 0.08705928921699524,
     "m": 0.6784800887107849
    },
    {
     "p": 0.06296322494745255,
     "m": 0.8979955315589905
    },
    {
     "p": 0.06771747767925262,
     "m": 0.9672395586967468
    },
    {
     "p": 0.05049271881580353,
     "m": 0.9398316144943237
    },
    {
     "p": 0.08187863975763321,
     "m": 0.9825180768966675
    },
    {
     "p": 0.0702952966094017,
     "m": 1.0
    },
    {
     "p": 0.07471026480197906,
     "m": 1.0
    },
    {
     "p": 0.09072251617908478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.9285153150558472,
   "val_loss": 0.8447967767715454,
   "acc": 71.56,
   "time": 209.25264262699056,
   "param": [
    {
     "p": 0.07652531564235687,
     "m": 1.0
    },
    {
     "p": 0.05933932587504387,
     "m": 1.0
    },
    {
     "p": 0.09094377607107162,
     "m": 1.0
    },
    {
     "p": 0.04450002685189247,
     "m": 0.998581051826477
    },
    {
     "p": 0.06336504966020584,
     "m": 0.15065424144268036
    },
    {
     "p": 0.10474002361297607,
     "m": 0.4810875654220581
    },
    {
     "p": 0.06429446488618851,
     "m": 0.8127955198287964
    },
    {
     "p": 0.06852833926677704,
     "m": 1.0
    },
    {
     "p": 0.06717731803655624,
     "m": 1.0
    },
    {
     "p": 0.07768237590789795,
     "m": 0.8221956491470337
    },
    {
     "p": 0.05025370791554451,
     "m": 0.9927968978881836
    },
    {
     "p": 0.0726085975766182,
     "m": 1.0
    },
    {
     "p": 0.08011598885059357,
     "m": 1.0
    },
    {
     "p": 0.0799257680773735,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.0393584966659546,
   "val_loss": 0.8503599762916565,
   "acc": 71.41,
   "time": 208.62912571802735,
   "param": [
    {
     "p": 0.07666047662496567,
     "m": 1.0
    },
    {
     "p": 0.057112328708171844,
     "m": 1.0
    },
    {
     "p": 0.08178283274173737,
     "m": 1.0
    },
    {
     "p": 0.07676374912261963,
     "m": 1.0
    },
    {
     "p": 0.06589105725288391,
     "m": 0.18151967227458954
    },
    {
     "p": 0.07107152789831161,
     "m": 0.432279109954834
    },
    {
     "p": 0.06405408680438995,
     "m": 0.8303437232971191
    },
    {
     "p": 0.06619597971439362,
     "m": 0.9945457577705383
    },
    {
     "p": 0.0793420672416687,
     "m": 1.0
    },
    {
     "p": 0.06971009075641632,
     "m": 0.9529446363449097
    },
    {
     "p": 0.0642404705286026,
     "m": 0.9619227051734924
    },
    {
     "p": 0.07915385812520981,
     "m": 1.0
    },
    {
     "p": 0.08614673465490341,
     "m": 1.0
    },
    {
     "p": 0.0618746317923069,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.087422251701355,
   "val_loss": 0.802893340587616,
   "acc": 72.38,
   "time": 206.32598321599653,
   "param": [
    {
     "p": 0.07917459309101105,
     "m": 1.0
    },
    {
     "p": 0.058747299015522,
     "m": 1.0
    },
    {
     "p": 0.05280958488583565,
     "m": 1.0
    },
    {
     "p": 0.08339841663837433,
     "m": 1.0
    },
    {
     "p": 0.06715746968984604,
     "m": 0.2412051409482956
    },
    {
     "p": 0.04204331338405609,
     "m": 0.4732245206832886
    },
    {
     "p": 0.08015825599431992,
     "m": 0.9631207585334778
    },
    {
     "p": 0.07423269748687744,
     "m": 1.0
    },
    {
     "p": 0.07605666667222977,
     "m": 0.9573383331298828
    },
    {
     "p": 0.0676630362868309,
     "m": 0.9607072472572327
    },
    {
     "p": 0.08611439168453217,
     "m": 0.9956684112548828
    },
    {
     "p": 0.08179482817649841,
     "m": 1.0
    },
    {
     "p": 0.07847436517477036,
     "m": 1.0
    },
    {
     "p": 0.0721750557422638,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.9171427488327026,
   "val_loss": 0.7861925363540649,
   "acc": 72.07,
   "time": 207.47214868600713,
   "param": [
    {
     "p": 0.07142044603824615,
     "m": 1.0
    },
    {
     "p": 0.06885059177875519,
     "m": 1.0
    },
    {
     "p": 0.0891198068857193,
     "m": 1.0
    },
    {
     "p": 0.062102511525154114,
     "m": 0.9692549109458923
    },
    {
     "p": 0.0726175457239151,
     "m": 0.17954225838184357
    },
    {
     "p": 0.07470197975635529,
     "m": 0.5400621294975281
    },
    {
     "p": 0.054979898035526276,
     "m": 0.9037834405899048
    },
    {
     "p": 0.08433357626199722,
     "m": 0.9380027055740356
    },
    {
     "p": 0.06770514696836472,
     "m": 0.8941254615783691
    },
    {
     "p": 0.07341136783361435,
     "m": 0.9379969239234924
    },
    {
     "p": 0.07404389977455139,
     "m": 0.9223880171775818
    },
    {
     "p": 0.06700766086578369,
     "m": 1.0
    },
    {
     "p": 0.06854230910539627,
     "m": 1.0
    },
    {
     "p": 0.07116328179836273,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.9471595287322998,
   "val_loss": 0.8924640417098999,
   "acc": 72.2,
   "time": 210.16642765002325,
   "param": [
    {
     "p": 0.08173380047082901,
     "m": 1.0
    },
    {
     "p": 0.09316674619913101,
     "m": 1.0
    },
    {
     "p": 0.07757368683815002,
     "m": 1.0
    },
    {
     "p": 0.067276231944561,
     "m": 0.9806419610977173
    },
    {
     "p": 0.055914513766765594,
     "m": 0.18427999317646027
    },
    {
     "p": 0.05172915756702423,
     "m": 0.44225725531578064
    },
    {
     "p": 0.08562429994344711,
     "m": 0.9387308359146118
    },
    {
     "p": 0.05678956210613251,
     "m": 1.0
    },
    {
     "p": 0.06557753682136536,
     "m": 1.0
    },
    {
     "p": 0.07950783520936966,
     "m": 0.9958715438842773
    },
    {
     "p": 0.06082050874829292,
     "m": 0.8728420734405518
    },
    {
     "p": 0.08757228404283524,
     "m": 0.9997643232345581
    },
    {
     "p": 0.08472582697868347,
     "m": 1.0
    },
    {
     "p": 0.05198809877038002,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.3741004467010498,
   "val_loss": 0.7898997664451599,
   "acc": 71.76,
   "time": 216.51224108901806,
   "param": [
    {
     "p": 0.08111629635095596,
     "m": 1.0
    },
    {
     "p": 0.06518887728452682,
     "m": 1.0
    },
    {
     "p": 0.08152763545513153,
     "m": 1.0
    },
    {
     "p": 0.08829593658447266,
     "m": 1.0
    },
    {
     "p": 0.055720433592796326,
     "m": 0.19669586420059204
    },
    {
     "p": 0.06813054531812668,
     "m": 0.616042971611023
    },
    {
     "p": 0.04105698689818382,
     "m": 0.8312580585479736
    },
    {
     "p": 0.05584017187356949,
     "m": 1.0
    },
    {
     "p": 0.06599966436624527,
     "m": 0.9621792435646057
    },
    {
     "p": 0.08178380876779556,
     "m": 0.9989802241325378
    },
    {
     "p": 0.0824771299958229,
     "m": 0.996752142906189
    },
    {
     "p": 0.09061093628406525,
     "m": 1.0
    },
    {
     "p": 0.10032885521650314,
     "m": 1.0
    },
    {
     "p": 0.0419226810336113,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.8924463987350464,
   "val_loss": 0.8229742050170898,
   "acc": 72.8,
   "time": 214.3932928579743,
   "param": [
    {
     "p": 0.09696364402770996,
     "m": 1.0
    },
    {
     "p": 0.06809373944997787,
     "m": 1.0
    },
    {
     "p": 0.0673169493675232,
     "m": 1.0
    },
    {
     "p": 0.07048872113227844,
     "m": 0.9721479415893555
    },
    {
     "p": 0.06826244294643402,
     "m": 0.15997791290283203
    },
    {
     "p": 0.06456386297941208,
     "m": 0.7651984095573425
    },
    {
     "p": 0.0885387435555458,
     "m": 0.7859300374984741
    },
    {
     "p": 0.06785187870264053,
     "m": 0.9665338397026062
    },
    {
     "p": 0.07318121194839478,
     "m": 0.9786969423294067
    },
    {
     "p": 0.07307105511426926,
     "m": 0.9518178105354309
    },
    {
     "p": 0.06583532691001892,
     "m": 0.9145545959472656
    },
    {
     "p": 0.053781844675540924,
     "m": 1.0
    },
    {
     "p": 0.0762476697564125,
     "m": 1.0
    },
    {
     "p": 0.0658029243350029,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.9783724546432495,
   "val_loss": 0.7186588644981384,
   "acc": 71.98,
   "time": 207.23424736602465,
   "param": [
    {
     "p": 0.07143152505159378,
     "m": 1.0
    },
    {
     "p": 0.07732044160366058,
     "m": 1.0
    },
    {
     "p": 0.0657060518860817,
     "m": 1.0
    },
    {
     "p": 0.05974075570702553,
     "m": 1.0
    },
    {
     "p": 0.08629606664180756,
     "m": 0.21731869876384735
    },
    {
     "p": 0.04982058331370354,
     "m": 0.748959481716156
    },
    {
     "p": 0.05258849635720253,
     "m": 0.749709963798523
    },
    {
     "p": 0.06583075225353241,
     "m": 1.0
    },
    {
     "p": 0.0762782096862793,
     "m": 0.9411496520042419
    },
    {
     "p": 0.04604807496070862,
     "m": 0.9630787968635559
    },
    {
     "p": 0.09034989774227142,
     "m": 0.9380764961242676
    },
    {
     "p": 0.08561602234840393,
     "m": 1.0
    },
    {
     "p": 0.0997215136885643,
     "m": 1.0
    },
    {
     "p": 0.07325156778097153,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.9993104934692383,
   "val_loss": 0.828292191028595,
   "acc": 71.91,
   "time": 205.83381406997796,
   "param": [
    {
     "p": 0.07151277363300323,
     "m": 1.0
    },
    {
     "p": 0.06191964074969292,
     "m": 1.0
    },
    {
     "p": 0.07893785089254379,
     "m": 1.0
    },
    {
     "p": 0.04836171865463257,
     "m": 1.0
    },
    {
     "p": 0.07874416559934616,
     "m": 0.26564866304397583
    },
    {
     "p": 0.05866739898920059,
     "m": 0.7265071868896484
    },
    {
     "p": 0.030105527490377426,
     "m": 0.7066466808319092
    },
    {
     "p": 0.0833340659737587,
     "m": 0.9914253354072571
    },
    {
     "p": 0.06743559241294861,
     "m": 0.9025546312332153
    },
    {
     "p": 0.08186215162277222,
     "m": 0.9455852508544922
    },
    {
     "p": 0.09558120369911194,
     "m": 0.9906342625617981
    },
    {
     "p": 0.08484023809432983,
     "m": 1.0
    },
    {
     "p": 0.08197570592164993,
     "m": 1.0
    },
    {
     "p": 0.0767219066619873,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.9219917058944702,
   "val_loss": 0.7052240371704102,
   "acc": 72.79,
   "time": 209.49101569200866,
   "param": [
    {
     "p": 0.0731990858912468,
     "m": 1.0
    },
    {
     "p": 0.08140598982572556,
     "m": 1.0
    },
    {
     "p": 0.06925803422927856,
     "m": 1.0
    },
    {
     "p": 0.06154549866914749,
     "m": 0.9975413084030151
    },
    {
     "p": 0.07089930772781372,
     "m": 0.3166171610355377
    },
    {
     "p": 0.06823747605085373,
     "m": 0.9243525862693787
    },
    {
     "p": 0.04157831892371178,
     "m": 0.8454003930091858
    },
    {
     "p": 0.08941347151994705,
     "m": 1.0
    },
    {
     "p": 0.07635272294282913,
     "m": 0.9072780609130859
    },
    {
     "p": 0.07808782905340195,
     "m": 0.926243007183075
    },
    {
     "p": 0.07493087649345398,
     "m": 0.9363123774528503
    },
    {
     "p": 0.05992314964532852,
     "m": 1.0
    },
    {
     "p": 0.07802926003932953,
     "m": 1.0
    },
    {
     "p": 0.0771389827132225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.0272818803787231,
   "val_loss": 0.8531759977340698,
   "acc": 72.18,
   "time": 217.00859168800525,
   "param": [
    {
     "p": 0.08648752421140671,
     "m": 1.0
    },
    {
     "p": 0.07196293026208878,
     "m": 1.0
    },
    {
     "p": 0.09777236729860306,
     "m": 1.0
    },
    {
     "p": 0.06685291975736618,
     "m": 0.9737251996994019
    },
    {
     "p": 0.04950457066297531,
     "m": 0.3478475511074066
    },
    {
     "p": 0.04285687208175659,
     "m": 0.9735945463180542
    },
    {
     "p": 0.05602104216814041,
     "m": 1.0
    },
    {
     "p": 0.09240525215864182,
     "m": 0.9601830840110779
    },
    {
     "p": 0.05829797312617302,
     "m": 0.9180313944816589
    },
    {
     "p": 0.08293089270591736,
     "m": 0.9738249778747559
    },
    {
     "p": 0.07167652249336243,
     "m": 0.8935189247131348
    },
    {
     "p": 0.08134543895721436,
     "m": 1.0
    },
    {
     "p": 0.09137938171625137,
     "m": 1.0
    },
    {
     "p": 0.05050644278526306,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.0925092697143555,
   "val_loss": 0.7823050022125244,
   "acc": 73.03,
   "time": 211.1889480969985,
   "param": [
    {
     "p": 0.09287019073963165,
     "m": 1.0
    },
    {
     "p": 0.044817324727773666,
     "m": 1.0
    },
    {
     "p": 0.10095083713531494,
     "m": 1.0
    },
    {
     "p": 0.07005973160266876,
     "m": 0.9003775119781494
    },
    {
     "p": 0.054853420704603195,
     "m": 0.383625328540802
    },
    {
     "p": 0.04978489875793457,
     "m": 0.9684836864471436
    },
    {
     "p": 0.08233553171157837,
     "m": 0.9948338270187378
    },
    {
     "p": 0.07305632531642914,
     "m": 0.9891177415847778
    },
    {
     "p": 0.089774951338768,
     "m": 0.9095398187637329
    },
    {
     "p": 0.04812070354819298,
     "m": 1.0
    },
    {
     "p": 0.051916129887104034,
     "m": 0.8979518413543701
    },
    {
     "p": 0.08540533483028412,
     "m": 1.0
    },
    {
     "p": 0.06579496711492538,
     "m": 1.0
    },
    {
     "p": 0.09025967121124268,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.1869049072265625,
   "val_loss": 0.9651148319244385,
   "acc": 72.34,
   "time": 211.21162210399052,
   "param": [
    {
     "p": 0.06457536667585373,
     "m": 1.0
    },
    {
     "p": 0.05131547152996063,
     "m": 1.0
    },
    {
     "p": 0.07687550038099289,
     "m": 1.0
    },
    {
     "p": 0.06899689882993698,
     "m": 0.8543768525123596
    },
    {
     "p": 0.08287110179662704,
     "m": 0.36307600140571594
    },
    {
     "p": 0.06306416541337967,
     "m": 0.9976546764373779
    },
    {
     "p": 0.08332755416631699,
     "m": 1.0
    },
    {
     "p": 0.06243637576699257,
     "m": 0.9242849349975586
    },
    {
     "p": 0.09629584103822708,
     "m": 0.9779489636421204
    },
    {
     "p": 0.05415365844964981,
     "m": 0.9485810995101929
    },
    {
     "p": 0.07836629450321198,
     "m": 0.9789111614227295
    },
    {
     "p": 0.05487978830933571,
     "m": 1.0
    },
    {
     "p": 0.08831004053354263,
     "m": 1.0
    },
    {
     "p": 0.07453194260597229,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.0373398065567017,
   "val_loss": 0.7361377477645874,
   "acc": 71.94,
   "time": 215.93423215602525,
   "param": [
    {
     "p": 0.08405961096286774,
     "m": 1.0
    },
    {
     "p": 0.0501631423830986,
     "m": 1.0
    },
    {
     "p": 0.09436675906181335,
     "m": 1.0
    },
    {
     "p": 0.042211972177028656,
     "m": 0.9763288497924805
    },
    {
     "p": 0.07708251476287842,
     "m": 0.20195461809635162
    },
    {
     "p": 0.06484654545783997,
     "m": 0.863714873790741
    },
    {
     "p": 0.059709332883358,
     "m": 1.0
    },
    {
     "p": 0.06512517482042313,
     "m": 0.9333388209342957
    },
    {
     "p": 0.06932945549488068,
     "m": 0.9272822737693787
    },
    {
     "p": 0.0778595507144928,
     "m": 0.9971044063568115
    },
    {
     "p": 0.07418282330036163,
     "m": 0.9289455413818359
    },
    {
     "p": 0.07715065032243729,
     "m": 1.0
    },
    {
     "p": 0.08704730123281479,
     "m": 1.0
    },
    {
     "p": 0.07686515152454376,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.9037878513336182,
   "val_loss": 0.8250068426132202,
   "acc": 72.37,
   "time": 209.55273103399668,
   "param": [
    {
     "p": 0.082915760576725,
     "m": 1.0
    },
    {
     "p": 0.035334669053554535,
     "m": 1.0
    },
    {
     "p": 0.08410388976335526,
     "m": 1.0
    },
    {
     "p": 0.07724445313215256,
     "m": 0.9696332216262817
    },
    {
     "p": 0.08532413840293884,
     "m": 0.2495490312576294
    },
    {
     "p": 0.06593143194913864,
     "m": 0.9016692042350769
    },
    {
     "p": 0.08721000701189041,
     "m": 1.0
    },
    {
     "p": 0.0728846937417984,
     "m": 0.9848686456680298
    },
    {
     "p": 0.05171874538064003,
     "m": 0.8342267274856567
    },
    {
     "p": 0.0838971734046936,
     "m": 0.9298264384269714
    },
    {
     "p": 0.07122958451509476,
     "m": 1.0
    },
    {
     "p": 0.07938726246356964,
     "m": 1.0
    },
    {
     "p": 0.08173192292451859,
     "m": 1.0
    },
    {
     "p": 0.041086211800575256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.9616626501083374,
   "val_loss": 0.772624135017395,
   "acc": 73.19,
   "time": 218.32971564604668,
   "param": [
    {
     "p": 0.08011011779308319,
     "m": 1.0
    },
    {
     "p": 0.055644724518060684,
     "m": 1.0
    },
    {
     "p": 0.0848851278424263,
     "m": 1.0
    },
    {
     "p": 0.044380247592926025,
     "m": 1.0
    },
    {
     "p": 0.04508165270090103,
     "m": 0.2141881138086319
    },
    {
     "p": 0.05822733789682388,
     "m": 0.8948845267295837
    },
    {
     "p": 0.09192243218421936,
     "m": 0.92827969789505
    },
    {
     "p": 0.06872818619012833,
     "m": 0.986060619354248
    },
    {
     "p": 0.10337918996810913,
     "m": 0.9400016069412231
    },
    {
     "p": 0.07041691988706589,
     "m": 0.9558821320533752
    },
    {
     "p": 0.07261201739311218,
     "m": 0.8521344065666199
    },
    {
     "p": 0.07454878091812134,
     "m": 1.0
    },
    {
     "p": 0.08030082285404205,
     "m": 1.0
    },
    {
     "p": 0.0697624608874321,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.9630303978919983,
   "val_loss": 0.8058352470397949,
   "acc": 72.61,
   "time": 210.78630100004375,
   "param": [
    {
     "p": 0.07048871368169785,
     "m": 1.0
    },
    {
     "p": 0.04577422887086868,
     "m": 1.0
    },
    {
     "p": 0.07280755043029785,
     "m": 1.0
    },
    {
     "p": 0.07195769250392914,
     "m": 0.9965226650238037
    },
    {
     "p": 0.07560823112726212,
     "m": 0.153664693236351
    },
    {
     "p": 0.060510434210300446,
     "m": 0.9143524765968323
    },
    {
     "p": 0.07210616767406464,
     "m": 0.9091151356697083
    },
    {
     "p": 0.08726935088634491,
     "m": 0.8962981700897217
    },
    {
     "p": 0.0867534950375557,
     "m": 0.9523845911026001
    },
    {
     "p": 0.07794593274593353,
     "m": 0.8968784809112549
    },
    {
     "p": 0.09249147772789001,
     "m": 1.0
    },
    {
     "p": 0.06121789291501045,
     "m": 1.0
    },
    {
     "p": 0.08007664233446121,
     "m": 1.0
    },
    {
     "p": 0.04499227926135063,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.1321227550506592,
   "val_loss": 0.8317839503288269,
   "acc": 71.8,
   "time": 218.0625701319659,
   "param": [
    {
     "p": 0.08716579526662827,
     "m": 1.0
    },
    {
     "p": 0.06556393951177597,
     "m": 1.0
    },
    {
     "p": 0.08807075768709183,
     "m": 1.0
    },
    {
     "p": 0.06108040362596512,
     "m": 0.9022590517997742
    },
    {
     "p": 0.06108497455716133,
     "m": 0.17473658919334412
    },
    {
     "p": 0.07151209563016891,
     "m": 0.941470742225647
    },
    {
     "p": 0.035820189863443375,
     "m": 0.9325177669525146
    },
    {
     "p": 0.06196798011660576,
     "m": 0.7840380072593689
    },
    {
     "p": 0.08598662912845612,
     "m": 0.9373875260353088
    },
    {
     "p": 0.09483058005571365,
     "m": 0.9790605902671814
    },
    {
     "p": 0.08594123274087906,
     "m": 0.9753742814064026
    },
    {
     "p": 0.06860937178134918,
     "m": 1.0
    },
    {
     "p": 0.0692337155342102,
     "m": 1.0
    },
    {
     "p": 0.06313233822584152,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.9653522968292236,
   "val_loss": 0.813297688961029,
   "acc": 72.59,
   "time": 215.75519238202833,
   "param": [
    {
     "p": 0.07935187220573425,
     "m": 1.0
    },
    {
     "p": 0.07260986417531967,
     "m": 1.0
    },
    {
     "p": 0.07884615659713745,
     "m": 1.0
    },
    {
     "p": 0.07028533518314362,
     "m": 1.0
    },
    {
     "p": 0.07280341535806656,
     "m": 0.19458085298538208
    },
    {
     "p": 0.06432028114795685,
     "m": 0.696361243724823
    },
    {
     "p": 0.06607548147439957,
     "m": 1.0
    },
    {
     "p": 0.062445804476737976,
     "m": 0.8979989886283875
    },
    {
     "p": 0.08278321474790573,
     "m": 0.9787504076957703
    },
    {
     "p": 0.06131324917078018,
     "m": 0.9403072595596313
    },
    {
     "p": 0.0810735672712326,
     "m": 0.9914277195930481
    },
    {
     "p": 0.06355318427085876,
     "m": 1.0
    },
    {
     "p": 0.06631497293710709,
     "m": 1.0
    },
    {
     "p": 0.07822363078594208,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.0085171461105347,
   "val_loss": 0.772408127784729,
   "acc": 72.48,
   "time": 215.6229808019707,
   "param": [
    {
     "p": 0.06458541750907898,
     "m": 1.0
    },
    {
     "p": 0.03671092167496681,
     "m": 1.0
    },
    {
     "p": 0.07233723253011703,
     "m": 1.0
    },
    {
     "p": 0.08052419871091843,
     "m": 1.0
    },
    {
     "p": 0.07039772719144821,
     "m": 0.10475148260593414
    },
    {
     "p": 0.08130006492137909,
     "m": 0.5409321784973145
    },
    {
     "p": 0.06562937051057816,
     "m": 1.0
    },
    {
     "p": 0.0820784866809845,
     "m": 0.9966723322868347
    },
    {
     "p": 0.07806523889303207,
     "m": 0.9215240478515625
    },
    {
     "p": 0.07474256306886673,
     "m": 0.9120897054672241
    },
    {
     "p": 0.0802018865942955,
     "m": 0.989995539188385
    },
    {
     "p": 0.0868779867887497,
     "m": 1.0
    },
    {
     "p": 0.059623826295137405,
     "m": 1.0
    },
    {
     "p": 0.06692510843276978,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.7668923735618591,
   "val_loss": 0.6863746643066406,
   "acc": 72.9,
   "time": 213.38299642398488,
   "param": [
    {
     "p": 0.08637674897909164,
     "m": 1.0
    },
    {
     "p": 0.06932142376899719,
     "m": 1.0
    },
    {
     "p": 0.07766702026128769,
     "m": 1.0
    },
    {
     "p": 0.06503761559724808,
     "m": 0.9988424181938171
    },
    {
     "p": 0.05265907943248749,
     "m": 0.05617625266313553
    },
    {
     "p": 0.05160403251647949,
     "m": 0.5385410785675049
    },
    {
     "p": 0.06442350894212723,
     "m": 0.9456998109817505
    },
    {
     "p": 0.08294155448675156,
     "m": 0.9856557846069336
    },
    {
     "p": 0.06698134541511536,
     "m": 0.9377511739730835
    },
    {
     "p": 0.08846326172351837,
     "m": 0.9900622367858887
    },
    {
     "p": 0.07216079533100128,
     "m": 0.9686429500579834
    },
    {
     "p": 0.08285435289144516,
     "m": 1.0
    },
    {
     "p": 0.07582644373178482,
     "m": 1.0
    },
    {
     "p": 0.06368286162614822,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.9854053854942322,
   "val_loss": 0.5913631319999695,
   "acc": 72.93,
   "time": 211.72518053505337,
   "param": [
    {
     "p": 0.07088723033666611,
     "m": 1.0
    },
    {
     "p": 0.06460727006196976,
     "m": 1.0
    },
    {
     "p": 0.07762779295444489,
     "m": 1.0
    },
    {
     "p": 0.06668704003095627,
     "m": 1.0
    },
    {
     "p": 0.059807684272527695,
     "m": 0.11702655255794525
    },
    {
     "p": 0.07456166297197342,
     "m": 0.6547349095344543
    },
    {
     "p": 0.06227324157953262,
     "m": 0.9899255037307739
    },
    {
     "p": 0.06468938291072845,
     "m": 0.9826202988624573
    },
    {
     "p": 0.07639957219362259,
     "m": 0.9003352522850037
    },
    {
     "p": 0.09264451265335083,
     "m": 0.9976730942726135
    },
    {
     "p": 0.0740196704864502,
     "m": 0.9696093201637268
    },
    {
     "p": 0.095657117664814,
     "m": 1.0
    },
    {
     "p": 0.06065954640507698,
     "m": 1.0
    },
    {
     "p": 0.05947824567556381,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.0349591970443726,
   "val_loss": 0.8854613304138184,
   "acc": 72.92,
   "time": 213.33362091099843,
   "param": [
    {
     "p": 0.06789650022983551,
     "m": 1.0
    },
    {
     "p": 0.06030592694878578,
     "m": 1.0
    },
    {
     "p": 0.07501111924648285,
     "m": 1.0
    },
    {
     "p": 0.06825336068868637,
     "m": 0.9496787786483765
    },
    {
     "p": 0.05739324912428856,
     "m": 0.14120297133922577
    },
    {
     "p": 0.07852065563201904,
     "m": 0.6590823531150818
    },
    {
     "p": 0.08670233935117722,
     "m": 0.9968292117118835
    },
    {
     "p": 0.052176229655742645,
     "m": 0.9193018674850464
    },
    {
     "p": 0.0876820906996727,
     "m": 0.9863499999046326
    },
    {
     "p": 0.08769244700670242,
     "m": 0.9187777042388916
    },
    {
     "p": 0.051124077290296555,
     "m": 0.9363338947296143
    },
    {
     "p": 0.07462036609649658,
     "m": 1.0
    },
    {
     "p": 0.07831669598817825,
     "m": 1.0
    },
    {
     "p": 0.07430490851402283,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.8235917687416077,
   "val_loss": 0.7217355370521545,
   "acc": 73.17,
   "time": 207.6415379900136,
   "param": [
    {
     "p": 0.09304320812225342,
     "m": 1.0
    },
    {
     "p": 0.06402884423732758,
     "m": 1.0
    },
    {
     "p": 0.07792576402425766,
     "m": 1.0
    },
    {
     "p": 0.03814348950982094,
     "m": 0.9734891653060913
    },
    {
     "p": 0.0880449190735817,
     "m": 0.08722386509180069
    },
    {
     "p": 0.07400181889533997,
     "m": 0.7234282493591309
    },
    {
     "p": 0.05894484743475914,
     "m": 0.8081762790679932
    },
    {
     "p": 0.08243252336978912,
     "m": 0.8633953928947449
    },
    {
     "p": 0.0777687057852745,
     "m": 0.9968785047531128
    },
    {
     "p": 0.07994791865348816,
     "m": 0.9580000042915344
    },
    {
     "p": 0.061774805188179016,
     "m": 0.9536383748054504
    },
    {
     "p": 0.06548996269702911,
     "m": 1.0
    },
    {
     "p": 0.060440585017204285,
     "m": 1.0
    },
    {
     "p": 0.0780126079916954,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.9203522801399231,
   "val_loss": 0.852501630783081,
   "acc": 73.54,
   "time": 216.49941110500367,
   "param": [
    {
     "p": 0.0631328746676445,
     "m": 1.0
    },
    {
     "p": 0.06481921672821045,
     "m": 1.0
    },
    {
     "p": 0.07425402849912643,
     "m": 1.0
    },
    {
     "p": 0.08758098632097244,
     "m": 0.9796029925346375
    },
    {
     "p": 0.05148093402385712,
     "m": 0.08527301251888275
    },
    {
     "p": 0.0692799836397171,
     "m": 0.786273181438446
    },
    {
     "p": 0.07008334994316101,
     "m": 0.6872655749320984
    },
    {
     "p": 0.05897338688373566,
     "m": 1.0
    },
    {
     "p": 0.08198456466197968,
     "m": 0.9672726392745972
    },
    {
     "p": 0.07267797738313675,
     "m": 0.9997454285621643
    },
    {
     "p": 0.08827061951160431,
     "m": 0.8919236063957214
    },
    {
     "p": 0.08512239158153534,
     "m": 1.0
    },
    {
     "p": 0.08424444496631622,
     "m": 1.0
    },
    {
     "p": 0.048095181584358215,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.0936354398727417,
   "val_loss": 0.8022864460945129,
   "acc": 73.21,
   "time": 217.88275896798586,
   "param": [
    {
     "p": 0.06889668852090836,
     "m": 1.0
    },
    {
     "p": 0.054730918258428574,
     "m": 1.0
    },
    {
     "p": 0.0805676057934761,
     "m": 1.0
    },
    {
     "p": 0.061001211404800415,
     "m": 0.9993138313293457
    },
    {
     "p": 0.060540664941072464,
     "m": 0.18507389724254608
    },
    {
     "p": 0.03526536747813225,
     "m": 0.870522141456604
    },
    {
     "p": 0.07024160027503967,
     "m": 0.6690911650657654
    },
    {
     "p": 0.05117351561784744,
     "m": 0.9947395324707031
    },
    {
     "p": 0.07203295826911926,
     "m": 0.9980093240737915
    },
    {
     "p": 0.0864783450961113,
     "m": 0.9876634478569031
    },
    {
     "p": 0.07863711565732956,
     "m": 0.9922006130218506
    },
    {
     "p": 0.0944632813334465,
     "m": 1.0
    },
    {
     "p": 0.08946295827627182,
     "m": 1.0
    },
    {
     "p": 0.09650782495737076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.0178947448730469,
   "val_loss": 0.8852711915969849,
   "acc": 72.36,
   "time": 212.9568555500009,
   "param": [
    {
     "p": 0.08850233256816864,
     "m": 1.0
    },
    {
     "p": 0.06180199608206749,
     "m": 1.0
    },
    {
     "p": 0.08679217845201492,
     "m": 1.0
    },
    {
     "p": 0.08814100921154022,
     "m": 0.9811592698097229
    },
    {
     "p": 0.04997484013438225,
     "m": 0.27880552411079407
    },
    {
     "p": 0.06452886015176773,
     "m": 0.8193581700325012
    },
    {
     "p": 0.07548308372497559,
     "m": 0.7813587784767151
    },
    {
     "p": 0.05155923590064049,
     "m": 0.967014729976654
    },
    {
     "p": 0.07023084163665771,
     "m": 0.9988210201263428
    },
    {
     "p": 0.06298486888408661,
     "m": 0.9088013768196106
    },
    {
     "p": 0.0793202668428421,
     "m": 0.9322766661643982
    },
    {
     "p": 0.07342354208230972,
     "m": 1.0
    },
    {
     "p": 0.0890003889799118,
     "m": 1.0
    },
    {
     "p": 0.05825651064515114,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.9717838168144226,
   "val_loss": 0.6476415991783142,
   "acc": 73.09,
   "time": 206.71793597197393,
   "param": [
    {
     "p": 0.09522345662117004,
     "m": 1.0
    },
    {
     "p": 0.06451362371444702,
     "m": 1.0
    },
    {
     "p": 0.0791751891374588,
     "m": 1.0
    },
    {
     "p": 0.07406529039144516,
     "m": 0.8533875942230225
    },
    {
     "p": 0.07148799300193787,
     "m": 0.21914972364902496
    },
    {
     "p": 0.07726076990365982,
     "m": 0.95265132188797
    },
    {
     "p": 0.06107398867607117,
     "m": 0.8121698498725891
    },
    {
     "p": 0.061399299651384354,
     "m": 0.9648949503898621
    },
    {
     "p": 0.0676976665854454,
     "m": 0.8915690183639526
    },
    {
     "p": 0.06276708096265793,
     "m": 0.9272329211235046
    },
    {
     "p": 0.06539826840162277,
     "m": 0.8884723782539368
    },
    {
     "p": 0.05198812112212181,
     "m": 1.0
    },
    {
     "p": 0.09307100623846054,
     "m": 1.0
    },
    {
     "p": 0.07487829774618149,
     "m": 1.0
    }
   ]
  }
 ]
}