{
 "Accuracy": 74.64,
 "Time": [
  172.75957333296694,
  6.46199289675909
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.2520151138305664,
   "val_loss": 2.270322799682617,
   "acc": 11.11,
   "time": 177.77220441796817,
   "param": [
    {
     "p": 0.06673188507556915,
     "m": 1.0
    },
    {
     "p": 0.07433629781007767,
     "m": 1.0
    },
    {
     "p": 0.11194716393947601,
     "m": 1.0
    },
    {
     "p": 0.08654392510652542,
     "m": 1.0
    },
    {
     "p": 0.058241769671440125,
     "m": 1.0
    },
    {
     "p": 0.07649704813957214,
     "m": 1.0
    },
    {
     "p": 0.06769728660583496,
     "m": 0.9975502490997314
    },
    {
     "p": 0.06099670007824898,
     "m": 0.9916638135910034
    },
    {
     "p": 0.05272819846868515,
     "m": 1.0
    },
    {
     "p": 0.0857841745018959,
     "m": 1.0
    },
    {
     "p": 0.04816722869873047,
     "m": 1.0
    },
    {
     "p": 0.0848965272307396,
     "m": 1.0
    },
    {
     "p": 0.08722294867038727,
     "m": 1.0
    },
    {
     "p": 0.03820877522230148,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.2200944423675537,
   "val_loss": 2.0748064517974854,
   "acc": 25.15,
   "time": 173.24370153597556,
   "param": [
    {
     "p": 0.1112879142165184,
     "m": 1.0
    },
    {
     "p": 0.030266109853982925,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10618530213832855,
     "m": 1.0
    },
    {
     "p": 0.2061002254486084,
     "m": 0.818693220615387
    },
    {
     "p": 0.11060789227485657,
     "m": 0.8044829368591309
    },
    {
     "p": 0.0940290316939354,
     "m": 0.9925850629806519
    },
    {
     "p": 0.12279496341943741,
     "m": 0.9815486669540405
    },
    {
     "p": 0.0388575978577137,
     "m": 0.9996896982192993
    },
    {
     "p": 0.05602286756038666,
     "m": 0.9977667927742004
    },
    {
     "p": 0.005566445644944906,
     "m": 0.9944414496421814
    },
    {
     "p": 0.11663232743740082,
     "m": 1.0
    },
    {
     "p": 0.0010298439301550388,
     "m": 1.0
    },
    {
     "p": 0.0006195868481881917,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.0391793251037598,
   "val_loss": 1.9472242593765259,
   "acc": 30.07,
   "time": 170.77642462495714,
   "param": [
    {
     "p": 0.09128016233444214,
     "m": 1.0
    },
    {
     "p": 0.04877486079931259,
     "m": 1.0
    },
    {
     "p": 0.08136873692274094,
     "m": 1.0
    },
    {
     "p": 0.06329018622636795,
     "m": 0.9790257811546326
    },
    {
     "p": 0.06565190106630325,
     "m": 0.5965268015861511
    },
    {
     "p": 0.0448167659342289,
     "m": 0.5123674273490906
    },
    {
     "p": 0.06770063936710358,
     "m": 0.981446385383606
    },
    {
     "p": 0.07088713347911835,
     "m": 0.9096585512161255
    },
    {
     "p": 0.058226827532052994,
     "m": 1.0
    },
    {
     "p": 0.08557691425085068,
     "m": 0.7612080574035645
    },
    {
     "p": 0.06281019747257233,
     "m": 1.0
    },
    {
     "p": 0.07608002424240112,
     "m": 1.0
    },
    {
     "p": 0.0786665678024292,
     "m": 1.0
    },
    {
     "p": 0.10486910492181778,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.085270643234253,
   "val_loss": 1.8103547096252441,
   "acc": 35.36,
   "time": 172.76073990110308,
   "param": [
    {
     "p": 0.0674888864159584,
     "m": 1.0
    },
    {
     "p": 0.051776014268398285,
     "m": 1.0
    },
    {
     "p": 0.10250801593065262,
     "m": 1.0
    },
    {
     "p": 0.05717514455318451,
     "m": 0.9673042893409729
    },
    {
     "p": 0.08562257140874863,
     "m": 0.4765978753566742
    },
    {
     "p": 0.09351218491792679,
     "m": 0.34392330050468445
    },
    {
     "p": 0.07060053944587708,
     "m": 1.0
    },
    {
     "p": 0.07731916010379791,
     "m": 0.9977970123291016
    },
    {
     "p": 0.06565500050783157,
     "m": 1.0
    },
    {
     "p": 0.07469616085290909,
     "m": 0.489536851644516
    },
    {
     "p": 0.061602819710969925,
     "m": 1.0
    },
    {
     "p": 0.06600651890039444,
     "m": 1.0
    },
    {
     "p": 0.0714949369430542,
     "m": 1.0
    },
    {
     "p": 0.054542023688554764,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.929390549659729,
   "val_loss": 1.6685254573822021,
   "acc": 38.49,
   "time": 170.0160995919723,
   "param": [
    {
     "p": 0.10855646431446075,
     "m": 1.0
    },
    {
     "p": 0.07697340101003647,
     "m": 1.0
    },
    {
     "p": 0.08018042147159576,
     "m": 1.0
    },
    {
     "p": 0.044710468500852585,
     "m": 0.868131697177887
    },
    {
     "p": 0.06942786276340485,
     "m": 0.31689584255218506
    },
    {
     "p": 0.05018673092126846,
     "m": 0.25958481431007385
    },
    {
     "p": 0.06951425969600677,
     "m": 0.9247056245803833
    },
    {
     "p": 0.05463645979762077,
     "m": 0.9676373600959778
    },
    {
     "p": 0.05008332431316376,
     "m": 0.9802653789520264
    },
    {
     "p": 0.11926265805959702,
     "m": 0.3408623933792114
    },
    {
     "p": 0.05627191811800003,
     "m": 1.0
    },
    {
     "p": 0.07648791372776031,
     "m": 0.9938271641731262
    },
    {
     "p": 0.06589512526988983,
     "m": 1.0
    },
    {
     "p": 0.07781293243169785,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.79136323928833,
   "val_loss": 1.616396188735962,
   "acc": 41.92,
   "time": 161.10424741194583,
   "param": [
    {
     "p": 0.0332401841878891,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08786003291606903,
     "m": 1.0
    },
    {
     "p": 0.10512111335992813,
     "m": 0.7463026642799377
    },
    {
     "p": 0.0035502766259014606,
     "m": 0.11917190998792648
    },
    {
     "p": 0.04406822845339775,
     "m": 0.48599767684936523
    },
    {
     "p": 0.05333130806684494,
     "m": 0.9175466299057007
    },
    {
     "p": 0.1111682802438736,
     "m": 0.9419410228729248
    },
    {
     "p": 0.0,
     "m": 0.9221689105033875
    },
    {
     "p": 0.1260811686515808,
     "m": 0.2145845890045166
    },
    {
     "p": 0.09839501231908798,
     "m": 1.0
    },
    {
     "p": 0.20738744735717773,
     "m": 1.0
    },
    {
     "p": 0.12979701161384583,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.7841401100158691,
   "val_loss": 1.5778242349624634,
   "acc": 42.14,
   "time": 159.06045949296094,
   "param": [
    {
     "p": 0.06085333600640297,
     "m": 1.0
    },
    {
     "p": 0.047755878418684006,
     "m": 1.0
    },
    {
     "p": 0.09639282524585724,
     "m": 1.0
    },
    {
     "p": 0.04936402291059494,
     "m": 0.7316536903381348
    },
    {
     "p": 0.07435039430856705,
     "m": 0.1994875967502594
    },
    {
     "p": 0.06898076087236404,
     "m": 0.3441905677318573
    },
    {
     "p": 0.047818589955568314,
     "m": 0.843284010887146
    },
    {
     "p": 0.046619731932878494,
     "m": 0.9998990893363953
    },
    {
     "p": 0.06256208568811417,
     "m": 1.0
    },
    {
     "p": 0.08644194900989532,
     "m": 0.2993498742580414
    },
    {
     "p": 0.09244520217180252,
     "m": 1.0
    },
    {
     "p": 0.13866187632083893,
     "m": 1.0
    },
    {
     "p": 0.08502160012722015,
     "m": 1.0
    },
    {
     "p": 0.042731717228889465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.7665108442306519,
   "val_loss": 1.6204783916473389,
   "acc": 45.89,
   "time": 167.60983032896183,
   "param": [
    {
     "p": 0.06356515735387802,
     "m": 1.0
    },
    {
     "p": 0.053693681955337524,
     "m": 1.0
    },
    {
     "p": 0.0871754065155983,
     "m": 1.0
    },
    {
     "p": 0.05209553986787796,
     "m": 0.6848413944244385
    },
    {
     "p": 0.05251798406243324,
     "m": 0.08464359492063522
    },
    {
     "p": 0.07782338559627533,
     "m": 0.4746049642562866
    },
    {
     "p": 0.08352214097976685,
     "m": 0.806610107421875
    },
    {
     "p": 0.07602111995220184,
     "m": 0.9854109287261963
    },
    {
     "p": 0.08714926987886429,
     "m": 1.0
    },
    {
     "p": 0.08451568335294724,
     "m": 0.2323576658964157
    },
    {
     "p": 0.04262727499008179,
     "m": 0.9920052289962769
    },
    {
     "p": 0.09183239191770554,
     "m": 0.9934042692184448
    },
    {
     "p": 0.10289963334798813,
     "m": 1.0
    },
    {
     "p": 0.04456133022904396,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.8167779445648193,
   "val_loss": 1.5440796613693237,
   "acc": 45.27,
   "time": 164.77373779192567,
   "param": [
    {
     "p": 0.04363838955760002,
     "m": 1.0
    },
    {
     "p": 0.037632159888744354,
     "m": 1.0
    },
    {
     "p": 0.10377176105976105,
     "m": 1.0
    },
    {
     "p": 0.06285744160413742,
     "m": 0.6233550310134888
    },
    {
     "p": 0.09105173498392105,
     "m": 0.0
    },
    {
     "p": 0.06905927509069443,
     "m": 0.49427545070648193
    },
    {
     "p": 0.07050678133964539,
     "m": 0.6675610542297363
    },
    {
     "p": 0.04891394451260567,
     "m": 0.9880067110061646
    },
    {
     "p": 0.09011409431695938,
     "m": 0.997065544128418
    },
    {
     "p": 0.0656079575419426,
     "m": 0.3119066655635834
    },
    {
     "p": 0.0748637467622757,
     "m": 1.0
    },
    {
     "p": 0.11274123936891556,
     "m": 1.0
    },
    {
     "p": 0.0712309256196022,
     "m": 1.0
    },
    {
     "p": 0.05801057070493698,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.6219801902770996,
   "val_loss": 1.3932136297225952,
   "acc": 48.38,
   "time": 174.4093939140439,
   "param": [
    {
     "p": 0.07521753758192062,
     "m": 1.0
    },
    {
     "p": 0.06659859418869019,
     "m": 1.0
    },
    {
     "p": 0.08852344006299973,
     "m": 1.0
    },
    {
     "p": 0.07736217975616455,
     "m": 0.6066775321960449
    },
    {
     "p": 0.0592530332505703,
     "m": 0.14501044154167175
    },
    {
     "p": 0.06566769629716873,
     "m": 0.5184295773506165
    },
    {
     "p": 0.06928472220897675,
     "m": 0.6809893846511841
    },
    {
     "p": 0.0831974670290947,
     "m": 1.0
    },
    {
     "p": 0.0853380635380745,
     "m": 1.0
    },
    {
     "p": 0.056912947446107864,
     "m": 0.3176702857017517
    },
    {
     "p": 0.07469847798347473,
     "m": 1.0
    },
    {
     "p": 0.07734963297843933,
     "m": 1.0
    },
    {
     "p": 0.06844020634889603,
     "m": 1.0
    },
    {
     "p": 0.05215607210993767,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.5651912689208984,
   "val_loss": 1.3769690990447998,
   "acc": 50.26,
   "time": 176.97997749387287,
   "param": [
    {
     "p": 0.07140041142702103,
     "m": 1.0
    },
    {
     "p": 0.0792633444070816,
     "m": 1.0
    },
    {
     "p": 0.07810857892036438,
     "m": 1.0
    },
    {
     "p": 0.07895655184984207,
     "m": 0.7386754155158997
    },
    {
     "p": 0.06367272883653641,
     "m": 0.05946967750787735
    },
    {
     "p": 0.07094740867614746,
     "m": 0.49585768580436707
    },
    {
     "p": 0.08247187733650208,
     "m": 0.7200276851654053
    },
    {
     "p": 0.07042746245861053,
     "m": 0.9998076558113098
    },
    {
     "p": 0.049449022859334946,
     "m": 0.998166561126709
    },
    {
     "p": 0.0713917464017868,
     "m": 0.3176284730434418
    },
    {
     "p": 0.0681312307715416,
     "m": 1.0
    },
    {
     "p": 0.0972200334072113,
     "m": 1.0
    },
    {
     "p": 0.06981302797794342,
     "m": 1.0
    },
    {
     "p": 0.04874664917588234,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.5234496593475342,
   "val_loss": 1.322353482246399,
   "acc": 51.5,
   "time": 178.40260212798603,
   "param": [
    {
     "p": 0.07247032970190048,
     "m": 1.0
    },
    {
     "p": 0.05377983674407005,
     "m": 1.0
    },
    {
     "p": 0.05112078785896301,
     "m": 1.0
    },
    {
     "p": 0.04263238608837128,
     "m": 0.6400489807128906
    },
    {
     "p": 0.060106292366981506,
     "m": 0.003295609261840582
    },
    {
     "p": 0.06746605038642883,
     "m": 0.48158398270606995
    },
    {
     "p": 0.0790584459900856,
     "m": 0.6397449970245361
    },
    {
     "p": 0.07194603234529495,
     "m": 0.9665493965148926
    },
    {
     "p": 0.0708581954240799,
     "m": 0.9994820356369019
    },
    {
     "p": 0.07924724370241165,
     "m": 0.38192853331565857
    },
    {
     "p": 0.06277584284543991,
     "m": 0.9984403252601624
    },
    {
     "p": 0.10983402281999588,
     "m": 1.0
    },
    {
     "p": 0.11222817003726959,
     "m": 1.0
    },
    {
     "p": 0.06647639721632004,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.4846487045288086,
   "val_loss": 1.3005566596984863,
   "acc": 51.73,
   "time": 177.1779420808889,
   "param": [
    {
     "p": 0.06818155199289322,
     "m": 1.0
    },
    {
     "p": 0.05047275871038437,
     "m": 1.0
    },
    {
     "p": 0.06943614780902863,
     "m": 1.0
    },
    {
     "p": 0.09048616886138916,
     "m": 0.8168483376502991
    },
    {
     "p": 0.06933293491601944,
     "m": 0.0
    },
    {
     "p": 0.07001741975545883,
     "m": 0.5250569581985474
    },
    {
     "p": 0.07098209112882614,
     "m": 0.7749820351600647
    },
    {
     "p": 0.06463523209095001,
     "m": 1.0
    },
    {
     "p": 0.07454180717468262,
     "m": 1.0
    },
    {
     "p": 0.07744516432285309,
     "m": 0.4520358145236969
    },
    {
     "p": 0.08689489960670471,
     "m": 1.0
    },
    {
     "p": 0.07127756625413895,
     "m": 1.0
    },
    {
     "p": 0.08525915443897247,
     "m": 1.0
    },
    {
     "p": 0.051037125289440155,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.8743139505386353,
   "val_loss": 1.364939570426941,
   "acc": 54.67,
   "time": 178.61504373396747,
   "param": [
    {
     "p": 0.06965265423059464,
     "m": 1.0
    },
    {
     "p": 0.046532176434993744,
     "m": 1.0
    },
    {
     "p": 0.07949899137020111,
     "m": 1.0
    },
    {
     "p": 0.06599400192499161,
     "m": 0.8107826113700867
    },
    {
     "p": 0.08399470895528793,
     "m": 0.08567243814468384
    },
    {
     "p": 0.07855764776468277,
     "m": 0.6720023155212402
    },
    {
     "p": 0.06725291907787323,
     "m": 0.762455403804779
    },
    {
     "p": 0.08309698849916458,
     "m": 0.973783016204834
    },
    {
     "p": 0.06350430846214294,
     "m": 1.0
    },
    {
     "p": 0.06674730032682419,
     "m": 0.4950587749481201
    },
    {
     "p": 0.07395331561565399,
     "m": 1.0
    },
    {
     "p": 0.09402585029602051,
     "m": 1.0
    },
    {
     "p": 0.06362077593803406,
     "m": 1.0
    },
    {
     "p": 0.0635683462023735,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.5425491333007812,
   "val_loss": 1.2938206195831299,
   "acc": 54.91,
   "time": 174.31707670888864,
   "param": [
    {
     "p": 0.08157790452241898,
     "m": 1.0
    },
    {
     "p": 0.03510957583785057,
     "m": 1.0
    },
    {
     "p": 0.06312526017427444,
     "m": 1.0
    },
    {
     "p": 0.09617754817008972,
     "m": 0.8301146030426025
    },
    {
     "p": 0.08345624804496765,
     "m": 0.1049991175532341
    },
    {
     "p": 0.04222422093153,
     "m": 0.682719886302948
    },
    {
     "p": 0.07735966145992279,
     "m": 0.7740689516067505
    },
    {
     "p": 0.077756866812706,
     "m": 0.9986661672592163
    },
    {
     "p": 0.05914583057165146,
     "m": 1.0
    },
    {
     "p": 0.0625830590724945,
     "m": 0.6115172505378723
    },
    {
     "p": 0.06844832748174667,
     "m": 1.0
    },
    {
     "p": 0.10134173184633255,
     "m": 1.0
    },
    {
     "p": 0.08352530002593994,
     "m": 1.0
    },
    {
     "p": 0.06816855818033218,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.6117358207702637,
   "val_loss": 1.1821324825286865,
   "acc": 55.84,
   "time": 169.7481379150413,
   "param": [
    {
     "p": 0.07276751101016998,
     "m": 1.0
    },
    {
     "p": 0.045940231531858444,
     "m": 1.0
    },
    {
     "p": 0.0799257904291153,
     "m": 1.0
    },
    {
     "p": 0.027262968942523003,
     "m": 0.7249136567115784
    },
    {
     "p": 0.08546862006187439,
     "m": 0.06912639737129211
    },
    {
     "p": 0.07282567024230957,
     "m": 0.6923733353614807
    },
    {
     "p": 0.08198092132806778,
     "m": 0.7296059727668762
    },
    {
     "p": 0.07618238031864166,
     "m": 1.0
    },
    {
     "p": 0.08113615959882736,
     "m": 1.0
    },
    {
     "p": 0.06282946467399597,
     "m": 0.6892795562744141
    },
    {
     "p": 0.06419282406568527,
     "m": 0.9876423478126526
    },
    {
     "p": 0.09283993393182755,
     "m": 1.0
    },
    {
     "p": 0.07870208472013474,
     "m": 1.0
    },
    {
     "p": 0.07794549316167831,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.3870762586593628,
   "val_loss": 1.2325810194015503,
   "acc": 55.93,
   "time": 177.588415754959,
   "param": [
    {
     "p": 0.06563930958509445,
     "m": 1.0
    },
    {
     "p": 0.049126677215099335,
     "m": 1.0
    },
    {
     "p": 0.0924060270190239,
     "m": 1.0
    },
    {
     "p": 0.07056993991136551,
     "m": 0.7911153435707092
    },
    {
     "p": 0.09188064187765121,
     "m": 0.043675560504198074
    },
    {
     "p": 0.05056287720799446,
     "m": 0.7023085355758667
    },
    {
     "p": 0.06897683441638947,
     "m": 0.7324411869049072
    },
    {
     "p": 0.06885134428739548,
     "m": 0.9792802333831787
    },
    {
     "p": 0.07180415838956833,
     "m": 0.980477511882782
    },
    {
     "p": 0.0739654004573822,
     "m": 0.7560610175132751
    },
    {
     "p": 0.06889111548662186,
     "m": 0.9913137555122375
    },
    {
     "p": 0.09170671552419662,
     "m": 1.0
    },
    {
     "p": 0.09329620003700256,
     "m": 1.0
    },
    {
     "p": 0.04232284054160118,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.4183766841888428,
   "val_loss": 1.2517166137695312,
   "acc": 57.99,
   "time": 177.9469319358468,
   "param": [
    {
     "p": 0.07751324027776718,
     "m": 1.0
    },
    {
     "p": 0.051553692668676376,
     "m": 1.0
    },
    {
     "p": 0.0907137393951416,
     "m": 1.0
    },
    {
     "p": 0.07197290658950806,
     "m": 0.8322652578353882
    },
    {
     "p": 0.06187339499592781,
     "m": 0.21792323887348175
    },
    {
     "p": 0.054935991764068604,
     "m": 0.7623056769371033
    },
    {
     "p": 0.07803329825401306,
     "m": 0.8190215229988098
    },
    {
     "p": 0.06168404594063759,
     "m": 0.9524171352386475
    },
    {
     "p": 0.06518789380788803,
     "m": 1.0
    },
    {
     "p": 0.08289485424757004,
     "m": 0.8005169630050659
    },
    {
     "p": 0.06108909845352173,
     "m": 1.0
    },
    {
     "p": 0.10101673007011414,
     "m": 1.0
    },
    {
     "p": 0.08294307440519333,
     "m": 1.0
    },
    {
     "p": 0.05858810245990753,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.470686435699463,
   "val_loss": 1.2504690885543823,
   "acc": 56.3,
   "time": 171.41798670683056,
   "param": [
    {
     "p": 0.05616193264722824,
     "m": 1.0
    },
    {
     "p": 0.05947006493806839,
     "m": 1.0
    },
    {
     "p": 0.059542421251535416,
     "m": 1.0
    },
    {
     "p": 0.07971077412366867,
     "m": 0.766214907169342
    },
    {
     "p": 0.054299496114254,
     "m": 0.1979857087135315
    },
    {
     "p": 0.08618056029081345,
     "m": 0.8194020390510559
    },
    {
     "p": 0.08748140186071396,
     "m": 0.8809747099876404
    },
    {
     "p": 0.07116629928350449,
     "m": 0.9869629740715027
    },
    {
     "p": 0.06544629484415054,
     "m": 1.0
    },
    {
     "p": 0.0771140530705452,
     "m": 0.8254715800285339
    },
    {
     "p": 0.08603399991989136,
     "m": 1.0
    },
    {
     "p": 0.0820239931344986,
     "m": 1.0
    },
    {
     "p": 0.08122413605451584,
     "m": 1.0
    },
    {
     "p": 0.054144687950611115,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.484336256980896,
   "val_loss": 1.1856048107147217,
   "acc": 58.96,
   "time": 166.5716610259842,
   "param": [
    {
     "p": 0.09028725326061249,
     "m": 1.0
    },
    {
     "p": 0.02885609120130539,
     "m": 1.0
    },
    {
     "p": 0.05474269390106201,
     "m": 1.0
    },
    {
     "p": 0.06854820996522903,
     "m": 0.8136349320411682
    },
    {
     "p": 0.07155562937259674,
     "m": 0.1785503327846527
    },
    {
     "p": 0.05952491611242294,
     "m": 0.8013575673103333
    },
    {
     "p": 0.0903715118765831,
     "m": 0.8782713413238525
    },
    {
     "p": 0.09096130728721619,
     "m": 1.0
    },
    {
     "p": 0.09801887720823288,
     "m": 0.9993671178817749
    },
    {
     "p": 0.05117180943489075,
     "m": 0.8259511590003967
    },
    {
     "p": 0.07437248528003693,
     "m": 0.9955207109451294
    },
    {
     "p": 0.10174788534641266,
     "m": 1.0
    },
    {
     "p": 0.06051657348871231,
     "m": 1.0
    },
    {
     "p": 0.05932489037513733,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.2738898992538452,
   "val_loss": 1.2884362936019897,
   "acc": 58.86,
   "time": 161.99187312810682,
   "param": [
    {
     "p": 0.06251948326826096,
     "m": 1.0
    },
    {
     "p": 0.04189399257302284,
     "m": 1.0
    },
    {
     "p": 0.0677499994635582,
     "m": 1.0
    },
    {
     "p": 0.06196019425988197,
     "m": 0.7576994895935059
    },
    {
     "p": 0.07631532102823257,
     "m": 0.12754279375076294
    },
    {
     "p": 0.07045764476060867,
     "m": 0.7932481169700623
    },
    {
     "p": 0.07387124001979828,
     "m": 0.8343257308006287
    },
    {
     "p": 0.07056199759244919,
     "m": 0.9879909753799438
    },
    {
     "p": 0.08262805640697479,
     "m": 1.0
    },
    {
     "p": 0.06931275874376297,
     "m": 0.8695443272590637
    },
    {
     "p": 0.06423427164554596,
     "m": 1.0
    },
    {
     "p": 0.08506977558135986,
     "m": 1.0
    },
    {
     "p": 0.10187876969575882,
     "m": 1.0
    },
    {
     "p": 0.07154654711484909,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.1480884552001953,
   "val_loss": 1.2519595623016357,
   "acc": 57.66,
   "time": 178.22298675589263,
   "param": [
    {
     "p": 0.06414736807346344,
     "m": 1.0
    },
    {
     "p": 0.06448221951723099,
     "m": 1.0
    },
    {
     "p": 0.08625900745391846,
     "m": 1.0
    },
    {
     "p": 0.05447335168719292,
     "m": 0.7327545285224915
    },
    {
     "p": 0.08253838866949081,
     "m": 0.16439159214496613
    },
    {
     "p": 0.06255779415369034,
     "m": 0.7443838119506836
    },
    {
     "p": 0.06441491842269897,
     "m": 0.7592741250991821
    },
    {
     "p": 0.08135657012462616,
     "m": 1.0
    },
    {
     "p": 0.06729158759117126,
     "m": 1.0
    },
    {
     "p": 0.08390942960977554,
     "m": 0.883344829082489
    },
    {
     "p": 0.06225698068737984,
     "m": 1.0
    },
    {
     "p": 0.0854434221982956,
     "m": 1.0
    },
    {
     "p": 0.0800541415810585,
     "m": 1.0
    },
    {
     "p": 0.06081482768058777,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.1885707378387451,
   "val_loss": 1.122698426246643,
   "acc": 58.41,
   "time": 178.34346943092532,
   "param": [
    {
     "p": 0.06658021360635757,
     "m": 1.0
    },
    {
     "p": 0.04847363010048866,
     "m": 1.0
    },
    {
     "p": 0.08244948089122772,
     "m": 1.0
    },
    {
     "p": 0.058552853763103485,
     "m": 0.8007462620735168
    },
    {
     "p": 0.06273296475410461,
     "m": 0.12429296225309372
    },
    {
     "p": 0.06844118982553482,
     "m": 0.7448563575744629
    },
    {
     "p": 0.07580714672803879,
     "m": 0.7528925538063049
    },
    {
     "p": 0.09556473046541214,
     "m": 0.9421940445899963
    },
    {
     "p": 0.07467209547758102,
     "m": 0.9950080513954163
    },
    {
     "p": 0.08286353945732117,
     "m": 0.9758666157722473
    },
    {
     "p": 0.06919562816619873,
     "m": 0.999840497970581
    },
    {
     "p": 0.07655412703752518,
     "m": 1.0
    },
    {
     "p": 0.08562903851270676,
     "m": 1.0
    },
    {
     "p": 0.052483245730400085,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.3761743307113647,
   "val_loss": 1.1811772584915161,
   "acc": 61.01,
   "time": 169.90442211506888,
   "param": [
    {
     "p": 0.08093968033790588,
     "m": 1.0
    },
    {
     "p": 0.05955633521080017,
     "m": 1.0
    },
    {
     "p": 0.06561833620071411,
     "m": 1.0
    },
    {
     "p": 0.057786811143159866,
     "m": 0.8023882508277893
    },
    {
     "p": 0.07323593646287918,
     "m": 0.18327760696411133
    },
    {
     "p": 0.07890362292528152,
     "m": 0.6342591047286987
    },
    {
     "p": 0.0598137304186821,
     "m": 0.8217198252677917
    },
    {
     "p": 0.07624442130327225,
     "m": 0.9982330203056335
    },
    {
     "p": 0.07807231694459915,
     "m": 0.9979401230812073
    },
    {
     "p": 0.0631072148680687,
     "m": 0.9999019503593445
    },
    {
     "p": 0.050421904772520065,
     "m": 1.0
    },
    {
     "p": 0.08778505027294159,
     "m": 1.0
    },
    {
     "p": 0.10040044039487839,
     "m": 1.0
    },
    {
     "p": 0.06811413168907166,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.2865060567855835,
   "val_loss": 1.187674880027771,
   "acc": 60.85,
   "time": 178.6286254399456,
   "param": [
    {
     "p": 0.0941958799958229,
     "m": 1.0
    },
    {
     "p": 0.04682662710547447,
     "m": 1.0
    },
    {
     "p": 0.08074185997247696,
     "m": 1.0
    },
    {
     "p": 0.06405379623174667,
     "m": 0.7294923663139343
    },
    {
     "p": 0.05197054520249367,
     "m": 0.2175993174314499
    },
    {
     "p": 0.09927969425916672,
     "m": 0.681246817111969
    },
    {
     "p": 0.045579683035612106,
     "m": 0.728320837020874
    },
    {
     "p": 0.06770347058773041,
     "m": 0.9540407061576843
    },
    {
     "p": 0.06983447074890137,
     "m": 0.9977461695671082
    },
    {
     "p": 0.06449007987976074,
     "m": 0.9965245723724365
    },
    {
     "p": 0.07381977140903473,
     "m": 1.0
    },
    {
     "p": 0.0773029699921608,
     "m": 1.0
    },
    {
     "p": 0.08807908743619919,
     "m": 1.0
    },
    {
     "p": 0.07612208276987076,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.2152621746063232,
   "val_loss": 1.105183720588684,
   "acc": 60.17,
   "time": 179.01731880009174,
   "param": [
    {
     "p": 0.07155965268611908,
     "m": 1.0
    },
    {
     "p": 0.052804578095674515,
     "m": 1.0
    },
    {
     "p": 0.08727017045021057,
     "m": 1.0
    },
    {
     "p": 0.0705808624625206,
     "m": 0.626715898513794
    },
    {
     "p": 0.08369176834821701,
     "m": 0.16501671075820923
    },
    {
     "p": 0.06268790364265442,
     "m": 0.7447976469993591
    },
    {
     "p": 0.07441583275794983,
     "m": 0.7765172719955444
    },
    {
     "p": 0.05308575928211212,
     "m": 0.8551868200302124
    },
    {
     "p": 0.06332892924547195,
     "m": 1.0
    },
    {
     "p": 0.06548380851745605,
     "m": 0.982686460018158
    },
    {
     "p": 0.07249686121940613,
     "m": 0.967070460319519
    },
    {
     "p": 0.08641217648983002,
     "m": 1.0
    },
    {
     "p": 0.09112013876438141,
     "m": 1.0
    },
    {
     "p": 0.06506159901618958,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.2643852233886719,
   "val_loss": 1.0228431224822998,
   "acc": 62.87,
   "time": 177.0873478089925,
   "param": [
    {
     "p": 0.08639464527368546,
     "m": 1.0
    },
    {
     "p": 0.06940709799528122,
     "m": 1.0
    },
    {
     "p": 0.08919302374124527,
     "m": 1.0
    },
    {
     "p": 0.06404697895050049,
     "m": 0.7021052837371826
    },
    {
     "p": 0.07275675982236862,
     "m": 0.17804142832756042
    },
    {
     "p": 0.05617642402648926,
     "m": 0.7826352715492249
    },
    {
     "p": 0.07282640784978867,
     "m": 0.811742901802063
    },
    {
     "p": 0.07680819928646088,
     "m": 0.8420132398605347
    },
    {
     "p": 0.07276484370231628,
     "m": 1.0
    },
    {
     "p": 0.06581177562475204,
     "m": 0.9912227988243103
    },
    {
     "p": 0.0882582813501358,
     "m": 1.0
    },
    {
     "p": 0.06556924432516098,
     "m": 1.0
    },
    {
     "p": 0.05990989878773689,
     "m": 1.0
    },
    {
     "p": 0.060076501220464706,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.3376177549362183,
   "val_loss": 1.1972657442092896,
   "acc": 62.1,
   "time": 170.3869841150008,
   "param": [
    {
     "p": 0.06441504508256912,
     "m": 1.0
    },
    {
     "p": 0.04453051835298538,
     "m": 1.0
    },
    {
     "p": 0.10135354846715927,
     "m": 1.0
    },
    {
     "p": 0.04120596498250961,
     "m": 0.6816123723983765
    },
    {
     "p": 0.070320263504982,
     "m": 0.1669764667749405
    },
    {
     "p": 0.07991261035203934,
     "m": 0.7847272753715515
    },
    {
     "p": 0.07922754436731339,
     "m": 0.6939429044723511
    },
    {
     "p": 0.05125534161925316,
     "m": 1.0
    },
    {
     "p": 0.07864754647016525,
     "m": 1.0
    },
    {
     "p": 0.04845542460680008,
     "m": 1.0
    },
    {
     "p": 0.06415236741304398,
     "m": 1.0
    },
    {
     "p": 0.09683076292276382,
     "m": 1.0
    },
    {
     "p": 0.09871367365121841,
     "m": 1.0
    },
    {
     "p": 0.0809793770313263,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.3338401317596436,
   "val_loss": 1.1205542087554932,
   "acc": 62.67,
   "time": 179.27310148603283,
   "param": [
    {
     "p": 0.0750233605504036,
     "m": 1.0
    },
    {
     "p": 0.04215015470981598,
     "m": 1.0
    },
    {
     "p": 0.07035088539123535,
     "m": 1.0
    },
    {
     "p": 0.06944198161363602,
     "m": 0.7608093619346619
    },
    {
     "p": 0.06956509500741959,
     "m": 0.18888288736343384
    },
    {
     "p": 0.07804102450609207,
     "m": 0.7916831374168396
    },
    {
     "p": 0.08668641000986099,
     "m": 0.7569038271903992
    },
    {
     "p": 0.0687209889292717,
     "m": 0.9921126365661621
    },
    {
     "p": 0.06499544531106949,
     "m": 1.0
    },
    {
     "p": 0.07024077326059341,
     "m": 0.9996370077133179
    },
    {
     "p": 0.06856370717287064,
     "m": 1.0
    },
    {
     "p": 0.08671876043081284,
     "m": 1.0
    },
    {
     "p": 0.08672419935464859,
     "m": 1.0
    },
    {
     "p": 0.06277717649936676,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.3123518228530884,
   "val_loss": 1.1439876556396484,
   "acc": 62.19,
   "time": 170.96827703388408,
   "param": [
    {
     "p": 0.06899848580360413,
     "m": 1.0
    },
    {
     "p": 0.057007111608982086,
     "m": 1.0
    },
    {
     "p": 0.08143183588981628,
     "m": 1.0
    },
    {
     "p": 0.060777485370635986,
     "m": 0.6709506511688232
    },
    {
     "p": 0.06441391259431839,
     "m": 0.2839758098125458
    },
    {
     "p": 0.085063636302948,
     "m": 0.6826034784317017
    },
    {
     "p": 0.08738715946674347,
     "m": 0.885772168636322
    },
    {
     "p": 0.06405755877494812,
     "m": 0.9430053234100342
    },
    {
     "p": 0.07895146310329437,
     "m": 0.9973698258399963
    },
    {
     "p": 0.07669056951999664,
     "m": 0.9632559418678284
    },
    {
     "p": 0.04836557060480118,
     "m": 0.9988409280776978
    },
    {
     "p": 0.08661265671253204,
     "m": 1.0
    },
    {
     "p": 0.09024807810783386,
     "m": 1.0
    },
    {
     "p": 0.04999454319477081,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.201794981956482,
   "val_loss": 1.0192395448684692,
   "acc": 63.94,
   "time": 180.80586853902787,
   "param": [
    {
     "p": 0.06918256729841232,
     "m": 1.0
    },
    {
     "p": 0.06181645393371582,
     "m": 1.0
    },
    {
     "p": 0.0818866640329361,
     "m": 1.0
    },
    {
     "p": 0.06929110735654831,
     "m": 0.7029987573623657
    },
    {
     "p": 0.07545831054449081,
     "m": 0.25195369124412537
    },
    {
     "p": 0.08175013214349747,
     "m": 0.7794641256332397
    },
    {
     "p": 0.06594059616327286,
     "m": 0.8717578053474426
    },
    {
     "p": 0.053752120584249496,
     "m": 0.9359552264213562
    },
    {
     "p": 0.07121384143829346,
     "m": 1.0
    },
    {
     "p": 0.08818706125020981,
     "m": 0.9633769392967224
    },
    {
     "p": 0.06868096441030502,
     "m": 0.9995529651641846
    },
    {
     "p": 0.08354231715202332,
     "m": 1.0
    },
    {
     "p": 0.0780055969953537,
     "m": 1.0
    },
    {
     "p": 0.051292356103658676,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.1921244859695435,
   "val_loss": 1.114065408706665,
   "acc": 63.68,
   "time": 176.73432475095615,
   "param": [
    {
     "p": 0.07612047344446182,
     "m": 1.0
    },
    {
     "p": 0.06422372162342072,
     "m": 1.0
    },
    {
     "p": 0.06405548751354218,
     "m": 1.0
    },
    {
     "p": 0.056841105222702026,
     "m": 0.6788248419761658
    },
    {
     "p": 0.07910691201686859,
     "m": 0.194597989320755
    },
    {
     "p": 0.06614439189434052,
     "m": 0.6571652889251709
    },
    {
     "p": 0.09129065275192261,
     "m": 0.8348026871681213
    },
    {
     "p": 0.06872334331274033,
     "m": 0.9443723559379578
    },
    {
     "p": 0.07213837653398514,
     "m": 0.9704510569572449
    },
    {
     "p": 0.07846441864967346,
     "m": 0.97545325756073
    },
    {
     "p": 0.06386624276638031,
     "m": 0.9999809265136719
    },
    {
     "p": 0.09066931903362274,
     "m": 1.0
    },
    {
     "p": 0.07967142015695572,
     "m": 1.0
    },
    {
     "p": 0.04868422448635101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.047562837600708,
   "val_loss": 1.030982255935669,
   "acc": 63.69,
   "time": 171.0600059328135,
   "param": [
    {
     "p": 0.07397232949733734,
     "m": 1.0
    },
    {
     "p": 0.05215049162507057,
     "m": 1.0
    },
    {
     "p": 0.08079217374324799,
     "m": 1.0
    },
    {
     "p": 0.07942898571491241,
     "m": 0.6698306202888489
    },
    {
     "p": 0.04339422285556793,
     "m": 0.1833827942609787
    },
    {
     "p": 0.07456216216087341,
     "m": 0.8591751456260681
    },
    {
     "p": 0.08795274049043655,
     "m": 0.8772199153900146
    },
    {
     "p": 0.08651503175497055,
     "m": 0.9220870733261108
    },
    {
     "p": 0.07044011354446411,
     "m": 0.9166059494018555
    },
    {
     "p": 0.07206403464078903,
     "m": 0.9990325570106506
    },
    {
     "p": 0.0628829300403595,
     "m": 0.9941652417182922
    },
    {
     "p": 0.08059382438659668,
     "m": 1.0
    },
    {
     "p": 0.0855003297328949,
     "m": 1.0
    },
    {
     "p": 0.04975062981247902,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.2864083051681519,
   "val_loss": 0.9943380355834961,
   "acc": 64.14,
   "time": 166.50896878517233,
   "param": [
    {
     "p": 0.08947279304265976,
     "m": 1.0
    },
    {
     "p": 0.023057837039232254,
     "m": 1.0
    },
    {
     "p": 0.07577872276306152,
     "m": 1.0
    },
    {
     "p": 0.07382567226886749,
     "m": 0.6961624622344971
    },
    {
     "p": 0.06733150035142899,
     "m": 0.1267118602991104
    },
    {
     "p": 0.06846065819263458,
     "m": 0.6498839259147644
    },
    {
     "p": 0.08188490569591522,
     "m": 0.7201506495475769
    },
    {
     "p": 0.057707060128450394,
     "m": 0.9682592153549194
    },
    {
     "p": 0.07670068740844727,
     "m": 1.0
    },
    {
     "p": 0.07375042140483856,
     "m": 0.9975621104240417
    },
    {
     "p": 0.06762247532606125,
     "m": 1.0
    },
    {
     "p": 0.08475283533334732,
     "m": 1.0
    },
    {
     "p": 0.09139744937419891,
     "m": 1.0
    },
    {
     "p": 0.06825701147317886,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.0947197675704956,
   "val_loss": 0.9753803014755249,
   "acc": 65.1,
   "time": 180.5689752730541,
   "param": [
    {
     "p": 0.08520103245973587,
     "m": 1.0
    },
    {
     "p": 0.052133046090602875,
     "m": 1.0
    },
    {
     "p": 0.061762403696775436,
     "m": 1.0
    },
    {
     "p": 0.0649602934718132,
     "m": 0.6040363907814026
    },
    {
     "p": 0.0772855207324028,
     "m": 0.11495254933834076
    },
    {
     "p": 0.06843508034944534,
     "m": 0.715486466884613
    },
    {
     "p": 0.08663680404424667,
     "m": 0.7214195728302002
    },
    {
     "p": 0.06020481511950493,
     "m": 0.9265064001083374
    },
    {
     "p": 0.07511147111654282,
     "m": 1.0
    },
    {
     "p": 0.07002799957990646,
     "m": 1.0
    },
    {
     "p": 0.046630263328552246,
     "m": 1.0
    },
    {
     "p": 0.08192042261362076,
     "m": 1.0
    },
    {
     "p": 0.08386260271072388,
     "m": 1.0
    },
    {
     "p": 0.08582817018032074,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.0520687103271484,
   "val_loss": 1.0081775188446045,
   "acc": 65.65,
   "time": 176.14259888301603,
   "param": [
    {
     "p": 0.09935271739959717,
     "m": 1.0
    },
    {
     "p": 0.03933122754096985,
     "m": 1.0
    },
    {
     "p": 0.08909324556589127,
     "m": 1.0
    },
    {
     "p": 0.0813397765159607,
     "m": 0.6676974892616272
    },
    {
     "p": 0.05999639630317688,
     "m": 0.2076890915632248
    },
    {
     "p": 0.04312516748905182,
     "m": 0.6067327260971069
    },
    {
     "p": 0.05608588084578514,
     "m": 0.688374936580658
    },
    {
     "p": 0.06922122091054916,
     "m": 0.9269790649414062
    },
    {
     "p": 0.0775018259882927,
     "m": 1.0
    },
    {
     "p": 0.07708733528852463,
     "m": 0.9753325581550598
    },
    {
     "p": 0.08626839518547058,
     "m": 1.0
    },
    {
     "p": 0.09119009971618652,
     "m": 1.0
    },
    {
     "p": 0.07536868751049042,
     "m": 1.0
    },
    {
     "p": 0.055038101971149445,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.08384108543396,
   "val_loss": 1.0250924825668335,
   "acc": 62.91,
   "time": 176.07388331112452,
   "param": [
    {
     "p": 0.08288620412349701,
     "m": 1.0
    },
    {
     "p": 0.043724507093429565,
     "m": 1.0
    },
    {
     "p": 0.06707876920700073,
     "m": 1.0
    },
    {
     "p": 0.05609603598713875,
     "m": 0.5396800637245178
    },
    {
     "p": 0.06184057891368866,
     "m": 0.28172218799591064
    },
    {
     "p": 0.08465500921010971,
     "m": 0.6761715412139893
    },
    {
     "p": 0.05674613267183304,
     "m": 0.7844900488853455
    },
    {
     "p": 0.06244366616010666,
     "m": 0.9775978326797485
    },
    {
     "p": 0.08527723699808121,
     "m": 1.0
    },
    {
     "p": 0.08506561070680618,
     "m": 0.9978927373886108
    },
    {
     "p": 0.08257785439491272,
     "m": 1.0
    },
    {
     "p": 0.09280107170343399,
     "m": 1.0
    },
    {
     "p": 0.07396816462278366,
     "m": 1.0
    },
    {
     "p": 0.06483916193246841,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.0557953119277954,
   "val_loss": 0.9758819937705994,
   "acc": 65.76,
   "time": 177.97649937588722,
   "param": [
    {
     "p": 0.08494415879249573,
     "m": 1.0
    },
    {
     "p": 0.04845674708485603,
     "m": 1.0
    },
    {
     "p": 0.08039827644824982,
     "m": 1.0
    },
    {
     "p": 0.058030866086483,
     "m": 0.5038731694221497
    },
    {
     "p": 0.07466913759708405,
     "m": 0.3141588866710663
    },
    {
     "p": 0.0813712477684021,
     "m": 0.7330653071403503
    },
    {
     "p": 0.046076953411102295,
     "m": 0.7389833331108093
    },
    {
     "p": 0.060752034187316895,
     "m": 0.920469343662262
    },
    {
     "p": 0.07369016110897064,
     "m": 0.9138689637184143
    },
    {
     "p": 0.0974348708987236,
     "m": 1.0
    },
    {
     "p": 0.0668984204530716,
     "m": 0.9382661581039429
    },
    {
     "p": 0.08521991968154907,
     "m": 1.0
    },
    {
     "p": 0.07593723386526108,
     "m": 1.0
    },
    {
     "p": 0.06612008064985275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.2141298055648804,
   "val_loss": 0.876088559627533,
   "acc": 64.92,
   "time": 177.37268311483786,
   "param": [
    {
     "p": 0.07721201330423355,
     "m": 1.0
    },
    {
     "p": 0.06175938621163368,
     "m": 1.0
    },
    {
     "p": 0.08667926490306854,
     "m": 1.0
    },
    {
     "p": 0.07155288755893707,
     "m": 0.5750454068183899
    },
    {
     "p": 0.06459622830152512,
     "m": 0.37425434589385986
    },
    {
     "p": 0.03817208483815193,
     "m": 0.7439095973968506
    },
    {
     "p": 0.07801192253828049,
     "m": 0.8137505650520325
    },
    {
     "p": 0.08703304827213287,
     "m": 0.8779101967811584
    },
    {
     "p": 0.07524003088474274,
     "m": 1.0
    },
    {
     "p": 0.06052994728088379,
     "m": 0.9747129678726196
    },
    {
     "p": 0.06778112053871155,
     "m": 0.9641872644424438
    },
    {
     "p": 0.08346116542816162,
     "m": 1.0
    },
    {
     "p": 0.08018791675567627,
     "m": 1.0
    },
    {
     "p": 0.06778299063444138,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.1017191410064697,
   "val_loss": 0.9164677262306213,
   "acc": 67.41,
   "time": 177.10159324784763,
   "param": [
    {
     "p": 0.07559829950332642,
     "m": 1.0
    },
    {
     "p": 0.05544224753975868,
     "m": 1.0
    },
    {
     "p": 0.07451039552688599,
     "m": 1.0
    },
    {
     "p": 0.0779029130935669,
     "m": 0.679266095161438
    },
    {
     "p": 0.05273348465561867,
     "m": 0.37540724873542786
    },
    {
     "p": 0.08641056716442108,
     "m": 0.7882011532783508
    },
    {
     "p": 0.06415559351444244,
     "m": 0.8151868581771851
    },
    {
     "p": 0.06791701912879944,
     "m": 0.9934952259063721
    },
    {
     "p": 0.061134710907936096,
     "m": 1.0
    },
    {
     "p": 0.08300470560789108,
     "m": 0.9280150532722473
    },
    {
     "p": 0.08993691205978394,
     "m": 0.992657482624054
    },
    {
     "p": 0.06741443276405334,
     "m": 1.0
    },
    {
     "p": 0.0776655450463295,
     "m": 1.0
    },
    {
     "p": 0.0661732405424118,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.34092378616333,
   "val_loss": 0.9541616439819336,
   "acc": 67.09,
   "time": 173.31787168909796,
   "param": [
    {
     "p": 0.05802624672651291,
     "m": 1.0
    },
    {
     "p": 0.04808683320879936,
     "m": 1.0
    },
    {
     "p": 0.09085559099912643,
     "m": 1.0
    },
    {
     "p": 0.07103223353624344,
     "m": 0.6592084169387817
    },
    {
     "p": 0.07120172679424286,
     "m": 0.34053874015808105
    },
    {
     "p": 0.05229225754737854,
     "m": 0.9385890364646912
    },
    {
     "p": 0.09241933375597,
     "m": 0.8807705044746399
    },
    {
     "p": 0.05694785341620445,
     "m": 0.9998075366020203
    },
    {
     "p": 0.08712972700595856,
     "m": 1.0
    },
    {
     "p": 0.07032637298107147,
     "m": 0.9976559281349182
    },
    {
     "p": 0.05263347178697586,
     "m": 0.9711790680885315
    },
    {
     "p": 0.08849208056926727,
     "m": 1.0
    },
    {
     "p": 0.08443240821361542,
     "m": 1.0
    },
    {
     "p": 0.07612375915050507,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.0333503484725952,
   "val_loss": 0.969752848148346,
   "acc": 67.15,
   "time": 174.87550403992645,
   "param": [
    {
     "p": 0.09077519178390503,
     "m": 1.0
    },
    {
     "p": 0.04127529263496399,
     "m": 1.0
    },
    {
     "p": 0.08591141551733017,
     "m": 1.0
    },
    {
     "p": 0.012986982241272926,
     "m": 0.6077901721000671
    },
    {
     "p": 0.07137458771467209,
     "m": 0.3291949927806854
    },
    {
     "p": 0.0376889742910862,
     "m": 0.9539832472801208
    },
    {
     "p": 0.07799534499645233,
     "m": 0.8847618699073792
    },
    {
     "p": 0.07424061745405197,
     "m": 0.9974972605705261
    },
    {
     "p": 0.10973317921161652,
     "m": 1.0
    },
    {
     "p": 0.07397300750017166,
     "m": 1.0
    },
    {
     "p": 0.06550242751836777,
     "m": 0.93427574634552
    },
    {
     "p": 0.09006986021995544,
     "m": 1.0
    },
    {
     "p": 0.10205644369125366,
     "m": 1.0
    },
    {
     "p": 0.06641664355993271,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.227266550064087,
   "val_loss": 0.8968614339828491,
   "acc": 66.2,
   "time": 178.6384380760137,
   "param": [
    {
     "p": 0.07131049036979675,
     "m": 1.0
    },
    {
     "p": 0.04222773388028145,
     "m": 1.0
    },
    {
     "p": 0.07257439941167831,
     "m": 1.0
    },
    {
     "p": 0.07332048565149307,
     "m": 0.6285332441329956
    },
    {
     "p": 0.06246833875775337,
     "m": 0.197313129901886
    },
    {
     "p": 0.0634252279996872,
     "m": 0.9354374408721924
    },
    {
     "p": 0.05583684891462326,
     "m": 0.8970726728439331
    },
    {
     "p": 0.07343264669179916,
     "m": 0.9465298652648926
    },
    {
     "p": 0.08382685482501984,
     "m": 1.0
    },
    {
     "p": 0.09470558166503906,
     "m": 1.0
    },
    {
     "p": 0.08119446784257889,
     "m": 1.0
    },
    {
     "p": 0.0874871090054512,
     "m": 1.0
    },
    {
     "p": 0.06769263744354248,
     "m": 1.0
    },
    {
     "p": 0.07049716264009476,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.9670332074165344,
   "val_loss": 0.9055975675582886,
   "acc": 65.67,
   "time": 162.3351282789372,
   "param": [
    {
     "p": 0.10006126761436462,
     "m": 1.0
    },
    {
     "p": 0.04589531198143959,
     "m": 1.0
    },
    {
     "p": 0.07812304049730301,
     "m": 1.0
    },
    {
     "p": 0.0428343340754509,
     "m": 0.6442731618881226
    },
    {
     "p": 0.06246107444167137,
     "m": 0.3392561376094818
    },
    {
     "p": 0.05511288344860077,
     "m": 0.8447561264038086
    },
    {
     "p": 0.07473315298557281,
     "m": 0.8170835971832275
    },
    {
     "p": 0.08370725810527802,
     "m": 0.9915676712989807
    },
    {
     "p": 0.07914113998413086,
     "m": 0.9994868040084839
    },
    {
     "p": 0.06701076775789261,
     "m": 0.9778302311897278
    },
    {
     "p": 0.08074788749217987,
     "m": 0.9665470123291016
    },
    {
     "p": 0.08349084854125977,
     "m": 1.0
    },
    {
     "p": 0.09402643889188766,
     "m": 1.0
    },
    {
     "p": 0.05265454947948456,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.1256579160690308,
   "val_loss": 1.0352959632873535,
   "acc": 66.47,
   "time": 162.74783184705302,
   "param": [
    {
     "p": 0.10035807639360428,
     "m": 1.0
    },
    {
     "p": 0.045120641589164734,
     "m": 1.0
    },
    {
     "p": 0.08705612272024155,
     "m": 1.0
    },
    {
     "p": 0.03891327604651451,
     "m": 0.6415984034538269
    },
    {
     "p": 0.06361209601163864,
     "m": 0.3537631630897522
    },
    {
     "p": 0.05384180322289467,
     "m": 0.9735192060470581
    },
    {
     "p": 0.06905573606491089,
     "m": 0.8853884935379028
    },
    {
     "p": 0.07494916766881943,
     "m": 1.0
    },
    {
     "p": 0.06515494734048843,
     "m": 0.9855130314826965
    },
    {
     "p": 0.0789533406496048,
     "m": 0.9335698485374451
    },
    {
     "p": 0.06716043502092361,
     "m": 0.96584552526474
    },
    {
     "p": 0.09754572808742523,
     "m": 1.0
    },
    {
     "p": 0.09588503837585449,
     "m": 1.0
    },
    {
     "p": 0.06239362806081772,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.3435641527175903,
   "val_loss": 0.8694018721580505,
   "acc": 68.43,
   "time": 168.22285668412223,
   "param": [
    {
     "p": 0.09177475422620773,
     "m": 1.0
    },
    {
     "p": 0.034467849880456924,
     "m": 1.0
    },
    {
     "p": 0.08326401561498642,
     "m": 1.0
    },
    {
     "p": 0.06535738706588745,
     "m": 0.6109781861305237
    },
    {
     "p": 0.04768453910946846,
     "m": 0.36695754528045654
    },
    {
     "p": 0.06302579492330551,
     "m": 0.9964830279350281
    },
    {
     "p": 0.06382467597723007,
     "m": 0.9066540598869324
    },
    {
     "p": 0.09080605953931808,
     "m": 1.0
    },
    {
     "p": 0.07969270646572113,
     "m": 1.0
    },
    {
     "p": 0.07335126399993896,
     "m": 0.9885362982749939
    },
    {
     "p": 0.09464580565690994,
     "m": 0.9990749955177307
    },
    {
     "p": 0.06396849453449249,
     "m": 1.0
    },
    {
     "p": 0.07404124736785889,
     "m": 1.0
    },
    {
     "p": 0.07409538328647614,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.3261032104492188,
   "val_loss": 1.0414859056472778,
   "acc": 68.22,
   "time": 176.6659036159981,
   "param": [
    {
     "p": 0.08783307671546936,
     "m": 1.0
    },
    {
     "p": 0.08232051879167557,
     "m": 1.0
    },
    {
     "p": 0.06097849830985069,
     "m": 1.0
    },
    {
     "p": 0.06765267997980118,
     "m": 0.5735076665878296
    },
    {
     "p": 0.06624060869216919,
     "m": 0.3633417785167694
    },
    {
     "p": 0.0793563649058342,
     "m": 0.9819563031196594
    },
    {
     "p": 0.05818828195333481,
     "m": 0.8447454571723938
    },
    {
     "p": 0.058209046721458435,
     "m": 0.9523835778236389
    },
    {
     "p": 0.05826091766357422,
     "m": 0.9913899302482605
    },
    {
     "p": 0.08401237428188324,
     "m": 0.9839550852775574
    },
    {
     "p": 0.07632911205291748,
     "m": 0.8608536720275879
    },
    {
     "p": 0.08576780557632446,
     "m": 1.0
    },
    {
     "p": 0.08290182799100876,
     "m": 1.0
    },
    {
     "p": 0.05194894224405289,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.8931666612625122,
   "val_loss": 0.9459581971168518,
   "acc": 68.93,
   "time": 172.52212811494246,
   "param": [
    {
     "p": 0.0832923874258995,
     "m": 1.0
    },
    {
     "p": 0.05123414099216461,
     "m": 1.0
    },
    {
     "p": 0.10732804238796234,
     "m": 1.0
    },
    {
     "p": 0.041159894317388535,
     "m": 0.4768267273902893
    },
    {
     "p": 0.07916833460330963,
     "m": 0.3682752549648285
    },
    {
     "p": 0.029238006100058556,
     "m": 0.9606437683105469
    },
    {
     "p": 0.09887754172086716,
     "m": 0.8173261284828186
    },
    {
     "p": 0.047044020146131516,
     "m": 0.9075194001197815
    },
    {
     "p": 0.07909199595451355,
     "m": 0.9836159944534302
    },
    {
     "p": 0.07607261091470718,
     "m": 0.9920960664749146
    },
    {
     "p": 0.08273820579051971,
     "m": 1.0
    },
    {
     "p": 0.09797489643096924,
     "m": 1.0
    },
    {
     "p": 0.055748097598552704,
     "m": 1.0
    },
    {
     "p": 0.07103191316127777,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.0141996145248413,
   "val_loss": 0.9600340723991394,
   "acc": 68.76,
   "time": 177.14664232591167,
   "param": [
    {
     "p": 0.0761190801858902,
     "m": 1.0
    },
    {
     "p": 0.04380693659186363,
     "m": 1.0
    },
    {
     "p": 0.06842442601919174,
     "m": 1.0
    },
    {
     "p": 0.0655306801199913,
     "m": 0.5018616914749146
    },
    {
     "p": 0.06777896732091904,
     "m": 0.4022867679595947
    },
    {
     "p": 0.04789482057094574,
     "m": 0.9424231648445129
    },
    {
     "p": 0.06465207040309906,
     "m": 0.8936812877655029
    },
    {
     "p": 0.07211349904537201,
     "m": 0.8605777025222778
    },
    {
     "p": 0.09147096425294876,
     "m": 0.9994201064109802
    },
    {
     "p": 0.06282883137464523,
     "m": 0.903117835521698
    },
    {
     "p": 0.08294370025396347,
     "m": 1.0
    },
    {
     "p": 0.09903208166360855,
     "m": 1.0
    },
    {
     "p": 0.07763253152370453,
     "m": 1.0
    },
    {
     "p": 0.07977144420146942,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.2206768989562988,
   "val_loss": 0.85273277759552,
   "acc": 68.96,
   "time": 174.71457765996456,
   "param": [
    {
     "p": 0.06258073449134827,
     "m": 1.0
    },
    {
     "p": 0.05510792136192322,
     "m": 1.0
    },
    {
     "p": 0.05057956278324127,
     "m": 1.0
    },
    {
     "p": 0.053103938698768616,
     "m": 0.5453846454620361
    },
    {
     "p": 0.071436308324337,
     "m": 0.44418588280677795
    },
    {
     "p": 0.06768249720335007,
     "m": 0.8851273059844971
    },
    {
     "p": 0.0725330263376236,
     "m": 0.8274535536766052
    },
    {
     "p": 0.08747220784425735,
     "m": 0.9177793264389038
    },
    {
     "p": 0.06854693591594696,
     "m": 0.9946529865264893
    },
    {
     "p": 0.09953630715608597,
     "m": 0.9437408447265625
    },
    {
     "p": 0.09071798622608185,
     "m": 0.9773515462875366
    },
    {
     "p": 0.07866210490465164,
     "m": 1.0
    },
    {
     "p": 0.08661561459302902,
     "m": 1.0
    },
    {
     "p": 0.05542482063174248,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.0093045234680176,
   "val_loss": 0.8771925568580627,
   "acc": 69.24,
   "time": 179.55875501898117,
   "param": [
    {
     "p": 0.07393594086170197,
     "m": 1.0
    },
    {
     "p": 0.02311897836625576,
     "m": 1.0
    },
    {
     "p": 0.0855783224105835,
     "m": 1.0
    },
    {
     "p": 0.07122636586427689,
     "m": 0.552223801612854
    },
    {
     "p": 0.06518547236919403,
     "m": 0.39582934975624084
    },
    {
     "p": 0.07525923103094101,
     "m": 0.7154279947280884
    },
    {
     "p": 0.046021826565265656,
     "m": 0.913020133972168
    },
    {
     "p": 0.07992629706859589,
     "m": 0.9111923575401306
    },
    {
     "p": 0.06752770394086838,
     "m": 0.9633722305297852
    },
    {
     "p": 0.10049565881490707,
     "m": 1.0
    },
    {
     "p": 0.07380113750696182,
     "m": 0.9523955583572388
    },
    {
     "p": 0.10089927911758423,
     "m": 1.0
    },
    {
     "p": 0.09699773788452148,
     "m": 1.0
    },
    {
     "p": 0.04002608731389046,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.0340112447738647,
   "val_loss": 0.9452018141746521,
   "acc": 69.21,
   "time": 176.14044197206385,
   "param": [
    {
     "p": 0.07523827999830246,
     "m": 1.0
    },
    {
     "p": 0.04689928889274597,
     "m": 1.0
    },
    {
     "p": 0.10064677894115448,
     "m": 1.0
    },
    {
     "p": 0.08132191002368927,
     "m": 0.5289134979248047
    },
    {
     "p": 0.058350011706352234,
     "m": 0.6140444874763489
    },
    {
     "p": 0.07071273028850555,
     "m": 0.8879069089889526
    },
    {
     "p": 0.06973887234926224,
     "m": 1.0
    },
    {
     "p": 0.06675256043672562,
     "m": 0.901560366153717
    },
    {
     "p": 0.06766583770513535,
     "m": 0.9674260020256042
    },
    {
     "p": 0.08615610003471375,
     "m": 0.9332744479179382
    },
    {
     "p": 0.0774255320429802,
     "m": 0.9728991985321045
    },
    {
     "p": 0.07612311094999313,
     "m": 1.0
    },
    {
     "p": 0.07748754322528839,
     "m": 1.0
    },
    {
     "p": 0.04548148810863495,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.9626609683036804,
   "val_loss": 0.9025223851203918,
   "acc": 68.54,
   "time": 179.46304517192766,
   "param": [
    {
     "p": 0.08211954683065414,
     "m": 1.0
    },
    {
     "p": 0.04619293287396431,
     "m": 1.0
    },
    {
     "p": 0.07663466036319733,
     "m": 1.0
    },
    {
     "p": 0.08011911809444427,
     "m": 0.6210532784461975
    },
    {
     "p": 0.061304617673158646,
     "m": 0.5761139988899231
    },
    {
     "p": 0.0513395331799984,
     "m": 0.8332344889640808
    },
    {
     "p": 0.06706561148166656,
     "m": 0.943071722984314
    },
    {
     "p": 0.08877383172512054,
     "m": 0.9238313436508179
    },
    {
     "p": 0.09563452750444412,
     "m": 1.0
    },
    {
     "p": 0.07492350041866302,
     "m": 0.8266772627830505
    },
    {
     "p": 0.06125086173415184,
     "m": 0.9828925728797913
    },
    {
     "p": 0.07012360543012619,
     "m": 1.0
    },
    {
     "p": 0.08110059052705765,
     "m": 1.0
    },
    {
     "p": 0.06341708451509476,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.1472619771957397,
   "val_loss": 0.8805033564567566,
   "acc": 69.77,
   "time": 176.010295269778,
   "param": [
    {
     "p": 0.07008349150419235,
     "m": 1.0
    },
    {
     "p": 0.06292515993118286,
     "m": 1.0
    },
    {
     "p": 0.07843555510044098,
     "m": 1.0
    },
    {
     "p": 0.06317787617444992,
     "m": 0.5880341529846191
    },
    {
     "p": 0.07063122093677521,
     "m": 0.5418089032173157
    },
    {
     "p": 0.09583606570959091,
     "m": 0.8992224335670471
    },
    {
     "p": 0.0620398111641407,
     "m": 0.9940412044525146
    },
    {
     "p": 0.06579209119081497,
     "m": 1.0
    },
    {
     "p": 0.0804978609085083,
     "m": 0.9997365474700928
    },
    {
     "p": 0.07325688749551773,
     "m": 0.9955546855926514
    },
    {
     "p": 0.09439078718423843,
     "m": 0.9997724294662476
    },
    {
     "p": 0.056124843657016754,
     "m": 1.0
    },
    {
     "p": 0.0662006214261055,
     "m": 1.0
    },
    {
     "p": 0.060607656836509705,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.1742020845413208,
   "val_loss": 0.8743221759796143,
   "acc": 69.43,
   "time": 178.50952755496837,
   "param": [
    {
     "p": 0.09677284210920334,
     "m": 1.0
    },
    {
     "p": 0.03309733048081398,
     "m": 1.0
    },
    {
     "p": 0.07266196608543396,
     "m": 1.0
    },
    {
     "p": 0.046665798872709274,
     "m": 0.7280133962631226
    },
    {
     "p": 0.052576854825019836,
     "m": 0.5659312009811401
    },
    {
     "p": 0.06750653684139252,
     "m": 0.8798858523368835
    },
    {
     "p": 0.059937190264463425,
     "m": 0.9236149191856384
    },
    {
     "p": 0.09546923637390137,
     "m": 1.0
    },
    {
     "p": 0.0934663861989975,
     "m": 0.9474079608917236
    },
    {
     "p": 0.09249495714902878,
     "m": 1.0
    },
    {
     "p": 0.06615925580263138,
     "m": 0.9898796081542969
    },
    {
     "p": 0.08284835517406464,
     "m": 1.0
    },
    {
     "p": 0.08711818605661392,
     "m": 1.0
    },
    {
     "p": 0.05322503298521042,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.0885183811187744,
   "val_loss": 0.8856167197227478,
   "acc": 69.88,
   "time": 178.1298640370369,
   "param": [
    {
     "p": 0.08280099928379059,
     "m": 1.0
    },
    {
     "p": 0.06337115913629532,
     "m": 1.0
    },
    {
     "p": 0.07564663887023926,
     "m": 1.0
    },
    {
     "p": 0.05836699530482292,
     "m": 0.7175244092941284
    },
    {
     "p": 0.08537741005420685,
     "m": 0.5416151285171509
    },
    {
     "p": 0.060414932668209076,
     "m": 0.8742159605026245
    },
    {
     "p": 0.0748441219329834,
     "m": 0.9512045979499817
    },
    {
     "p": 0.07001761347055435,
     "m": 1.0
    },
    {
     "p": 0.07871557772159576,
     "m": 1.0
    },
    {
     "p": 0.07982416450977325,
     "m": 0.9282559752464294
    },
    {
     "p": 0.07178938388824463,
     "m": 1.0
    },
    {
     "p": 0.07411795854568481,
     "m": 1.0
    },
    {
     "p": 0.06774260848760605,
     "m": 1.0
    },
    {
     "p": 0.05697040632367134,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.9727956652641296,
   "val_loss": 0.8442632555961609,
   "acc": 68.14,
   "time": 175.64874092303216,
   "param": [
    {
     "p": 0.09404139965772629,
     "m": 1.0
    },
    {
     "p": 0.05173061043024063,
     "m": 1.0
    },
    {
     "p": 0.0847550705075264,
     "m": 1.0
    },
    {
     "p": 0.0401826836168766,
     "m": 0.6156184077262878
    },
    {
     "p": 0.06745980679988861,
     "m": 0.6163755059242249
    },
    {
     "p": 0.04060304909944534,
     "m": 0.9173555374145508
    },
    {
     "p": 0.0772206038236618,
     "m": 0.9759513139724731
    },
    {
     "p": 0.0928753986954689,
     "m": 1.0
    },
    {
     "p": 0.07580068707466125,
     "m": 0.9945339560508728
    },
    {
     "p": 0.085795558989048,
     "m": 1.0
    },
    {
     "p": 0.07230140268802643,
     "m": 0.9896403551101685
    },
    {
     "p": 0.07963169366121292,
     "m": 1.0
    },
    {
     "p": 0.08006646484136581,
     "m": 1.0
    },
    {
     "p": 0.05753562971949577,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.0047844648361206,
   "val_loss": 0.8230072259902954,
   "acc": 70.6,
   "time": 177.74898454686627,
   "param": [
    {
     "p": 0.07608076930046082,
     "m": 1.0
    },
    {
     "p": 0.032988015562295914,
     "m": 1.0
    },
    {
     "p": 0.07606702297925949,
     "m": 1.0
    },
    {
     "p": 0.05958621948957443,
     "m": 0.5743599534034729
    },
    {
     "p": 0.048091426491737366,
     "m": 0.7060200572013855
    },
    {
     "p": 0.06550204753875732,
     "m": 0.921372652053833
    },
    {
     "p": 0.06892342865467072,
     "m": 1.0
    },
    {
     "p": 0.08464785665273666,
     "m": 0.9570388793945312
    },
    {
     "p": 0.0745372623205185,
     "m": 0.9473296403884888
    },
    {
     "p": 0.08148954808712006,
     "m": 1.0
    },
    {
     "p": 0.10020171105861664,
     "m": 0.9951658844947815
    },
    {
     "p": 0.0668569952249527,
     "m": 1.0
    },
    {
     "p": 0.10208861529827118,
     "m": 1.0
    },
    {
     "p": 0.06293906271457672,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.8534306287765503,
   "val_loss": 0.8078951239585876,
   "acc": 69.97,
   "time": 178.74206641106866,
   "param": [
    {
     "p": 0.0925469920039177,
     "m": 1.0
    },
    {
     "p": 0.0513528548181057,
     "m": 1.0
    },
    {
     "p": 0.07720636576414108,
     "m": 1.0
    },
    {
     "p": 0.08691727370023727,
     "m": 0.42239832878112793
    },
    {
     "p": 0.02785252407193184,
     "m": 0.7448542714118958
    },
    {
     "p": 0.043140191584825516,
     "m": 0.9982009530067444
    },
    {
     "p": 0.0980597734451294,
     "m": 0.8474429845809937
    },
    {
     "p": 0.06644151359796524,
     "m": 0.9498879313468933
    },
    {
     "p": 0.07749316096305847,
     "m": 0.9583911299705505
    },
    {
     "p": 0.057456012815237045,
     "m": 0.9369872808456421
    },
    {
     "p": 0.1065344512462616,
     "m": 0.9967165589332581
    },
    {
     "p": 0.07161940634250641,
     "m": 1.0
    },
    {
     "p": 0.08473750948905945,
     "m": 1.0
    },
    {
     "p": 0.05864189565181732,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.0940884351730347,
   "val_loss": 0.8611151576042175,
   "acc": 69.96,
   "time": 174.71635702694766,
   "param": [
    {
     "p": 0.0793394222855568,
     "m": 1.0
    },
    {
     "p": 0.07954155653715134,
     "m": 1.0
    },
    {
     "p": 0.06654432415962219,
     "m": 1.0
    },
    {
     "p": 0.06764176487922668,
     "m": 0.45504438877105713
    },
    {
     "p": 0.04465215280652046,
     "m": 0.6870931386947632
    },
    {
     "p": 0.06793920695781708,
     "m": 0.9813547730445862
    },
    {
     "p": 0.07430899143218994,
     "m": 0.8941110372543335
    },
    {
     "p": 0.07519056648015976,
     "m": 0.9368557929992676
    },
    {
     "p": 0.03899623826146126,
     "m": 0.9003645777702332
    },
    {
     "p": 0.07137297838926315,
     "m": 0.9984496235847473
    },
    {
     "p": 0.07749440521001816,
     "m": 0.880527138710022
    },
    {
     "p": 0.08218590915203094,
     "m": 1.0
    },
    {
     "p": 0.1050310805439949,
     "m": 1.0
    },
    {
     "p": 0.06976132839918137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.070008635520935,
   "val_loss": 0.9080225825309753,
   "acc": 69.98,
   "time": 177.74958172696643,
   "param": [
    {
     "p": 0.0992499440908432,
     "m": 1.0
    },
    {
     "p": 0.0709681287407875,
     "m": 1.0
    },
    {
     "p": 0.0812283530831337,
     "m": 1.0
    },
    {
     "p": 0.03525203838944435,
     "m": 0.4763258695602417
    },
    {
     "p": 0.06953661143779755,
     "m": 0.6907695531845093
    },
    {
     "p": 0.0814872458577156,
     "m": 0.9982154965400696
    },
    {
     "p": 0.0620078444480896,
     "m": 0.9735785126686096
    },
    {
     "p": 0.06658019125461578,
     "m": 0.86104816198349
    },
    {
     "p": 0.0596279501914978,
     "m": 0.9150338172912598
    },
    {
     "p": 0.06881607323884964,
     "m": 0.9742587208747864
    },
    {
     "p": 0.072693832218647,
     "m": 0.9993845820426941
    },
    {
     "p": 0.08723603934049606,
     "m": 1.0
    },
    {
     "p": 0.07127521187067032,
     "m": 1.0
    },
    {
     "p": 0.07404052466154099,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.2427021265029907,
   "val_loss": 0.900598406791687,
   "acc": 70.23,
   "time": 177.11731395195238,
   "param": [
    {
     "p": 0.06612081080675125,
     "m": 1.0
    },
    {
     "p": 0.05567886307835579,
     "m": 1.0
    },
    {
     "p": 0.07350020110607147,
     "m": 1.0
    },
    {
     "p": 0.07272084057331085,
     "m": 0.6158952713012695
    },
    {
     "p": 0.06664024293422699,
     "m": 0.7083383798599243
    },
    {
     "p": 0.05770183727145195,
     "m": 0.9224821329116821
    },
    {
     "p": 0.07345671206712723,
     "m": 0.9617674350738525
    },
    {
     "p": 0.07627376168966293,
     "m": 0.9017755389213562
    },
    {
     "p": 0.0647093877196312,
     "m": 1.0
    },
    {
     "p": 0.058668699115514755,
     "m": 0.969484806060791
    },
    {
     "p": 0.08924687653779984,
     "m": 0.9904112219810486
    },
    {
     "p": 0.0948777124285698,
     "m": 1.0
    },
    {
     "p": 0.09104505926370621,
     "m": 1.0
    },
    {
     "p": 0.05935888737440109,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.8766273260116577,
   "val_loss": 0.9174586534500122,
   "acc": 70.41,
   "time": 179.5832680319436,
   "param": [
    {
     "p": 0.08017546683549881,
     "m": 1.0
    },
    {
     "p": 0.05366790294647217,
     "m": 1.0
    },
    {
     "p": 0.06669758260250092,
     "m": 1.0
    },
    {
     "p": 0.056616101413965225,
     "m": 0.5412614345550537
    },
    {
     "p": 0.06109517067670822,
     "m": 0.6981642842292786
    },
    {
     "p": 0.08451207727193832,
     "m": 0.9997779726982117
    },
    {
     "p": 0.06939324736595154,
     "m": 0.9910086393356323
    },
    {
     "p": 0.07253051549196243,
     "m": 0.8529785871505737
    },
    {
     "p": 0.07441273331642151,
     "m": 1.0
    },
    {
     "p": 0.07132036983966827,
     "m": 0.9930901527404785
    },
    {
     "p": 0.07585836946964264,
     "m": 0.9912445545196533
    },
    {
     "p": 0.07547048479318619,
     "m": 1.0
    },
    {
     "p": 0.09552086889743805,
     "m": 1.0
    },
    {
     "p": 0.0627291351556778,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.0594615936279297,
   "val_loss": 0.801390528678894,
   "acc": 71.02,
   "time": 183.64954653708264,
   "param": [
    {
     "p": 0.09071729332208633,
     "m": 1.0
    },
    {
     "p": 0.03717375546693802,
     "m": 1.0
    },
    {
     "p": 0.0913555845618248,
     "m": 1.0
    },
    {
     "p": 0.04905814677476883,
     "m": 0.6030176281929016
    },
    {
     "p": 0.050413113087415695,
     "m": 0.8607615828514099
    },
    {
     "p": 0.09564083069562912,
     "m": 0.986782968044281
    },
    {
     "p": 0.06713712215423584,
     "m": 0.8825566172599792
    },
    {
     "p": 0.06500207632780075,
     "m": 0.8863011002540588
    },
    {
     "p": 0.07011578977108002,
     "m": 0.9795751571655273
    },
    {
     "p": 0.08113640546798706,
     "m": 0.9399265646934509
    },
    {
     "p": 0.06984781473875046,
     "m": 1.0
    },
    {
     "p": 0.08786042034626007,
     "m": 1.0
    },
    {
     "p": 0.07819289714097977,
     "m": 1.0
    },
    {
     "p": 0.06634873151779175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.0956799983978271,
   "val_loss": 0.8270753622055054,
   "acc": 70.32,
   "time": 180.93771536787972,
   "param": [
    {
     "p": 0.0733003094792366,
     "m": 1.0
    },
    {
     "p": 0.04666309431195259,
     "m": 1.0
    },
    {
     "p": 0.0800359770655632,
     "m": 1.0
    },
    {
     "p": 0.06756878644227982,
     "m": 0.5531618595123291
    },
    {
     "p": 0.054563071578741074,
     "m": 0.9248090982437134
    },
    {
     "p": 0.059711579233407974,
     "m": 0.9654518961906433
    },
    {
     "p": 0.07596183568239212,
     "m": 0.9084550738334656
    },
    {
     "p": 0.05854674056172371,
     "m": 0.8630552887916565
    },
    {
     "p": 0.08455502986907959,
     "m": 0.9820481538772583
    },
    {
     "p": 0.07790113985538483,
     "m": 0.9076502323150635
    },
    {
     "p": 0.07742340862751007,
     "m": 0.9986344575881958
    },
    {
     "p": 0.08969905972480774,
     "m": 1.0
    },
    {
     "p": 0.09094953536987305,
     "m": 1.0
    },
    {
     "p": 0.06312038004398346,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.0089141130447388,
   "val_loss": 0.9966927170753479,
   "acc": 69.93,
   "time": 176.82735725701787,
   "param": [
    {
     "p": 0.1049276813864708,
     "m": 1.0
    },
    {
     "p": 0.05770915001630783,
     "m": 1.0
    },
    {
     "p": 0.07676149159669876,
     "m": 1.0
    },
    {
     "p": 0.06622099131345749,
     "m": 0.47425609827041626
    },
    {
     "p": 0.020947938784956932,
     "m": 0.8670048713684082
    },
    {
     "p": 0.07695329934358597,
     "m": 0.9793106913566589
    },
    {
     "p": 0.05599592253565788,
     "m": 0.9979183673858643
    },
    {
     "p": 0.08007370680570602,
     "m": 0.8455721139907837
    },
    {
     "p": 0.06796225905418396,
     "m": 0.79681795835495
    },
    {
     "p": 0.06346156448125839,
     "m": 0.8876164555549622
    },
    {
     "p": 0.053740501403808594,
     "m": 0.9486878514289856
    },
    {
     "p": 0.074253149330616,
     "m": 1.0
    },
    {
     "p": 0.11137831956148148,
     "m": 1.0
    },
    {
     "p": 0.08961409330368042,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.9368332624435425,
   "val_loss": 0.84671550989151,
   "acc": 69.67,
   "time": 161.78999474807642,
   "param": [
    {
     "p": 0.06517209112644196,
     "m": 1.0
    },
    {
     "p": 0.031661294400691986,
     "m": 1.0
    },
    {
     "p": 0.08028930425643921,
     "m": 1.0
    },
    {
     "p": 0.07379074394702911,
     "m": 0.5547606348991394
    },
    {
     "p": 0.047131527215242386,
     "m": 0.8313657641410828
    },
    {
     "p": 0.0736042708158493,
     "m": 1.0
    },
    {
     "p": 0.0744933933019638,
     "m": 0.8904146552085876
    },
    {
     "p": 0.06776601821184158,
     "m": 0.8442639112472534
    },
    {
     "p": 0.07120957225561142,
     "m": 0.872470498085022
    },
    {
     "p": 0.08126507699489594,
     "m": 0.8098679780960083
    },
    {
     "p": 0.0938788428902626,
     "m": 0.9568880200386047
    },
    {
     "p": 0.09352784603834152,
     "m": 1.0
    },
    {
     "p": 0.08137490600347519,
     "m": 1.0
    },
    {
     "p": 0.06483514606952667,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.8640797138214111,
   "val_loss": 0.7242047786712646,
   "acc": 70.81,
   "time": 178.05699559208006,
   "param": [
    {
     "p": 0.09191486239433289,
     "m": 1.0
    },
    {
     "p": 0.06664019823074341,
     "m": 1.0
    },
    {
     "p": 0.07394389063119888,
     "m": 1.0
    },
    {
     "p": 0.03870696946978569,
     "m": 0.5415849685668945
    },
    {
     "p": 0.05551175773143768,
     "m": 0.8242977261543274
    },
    {
     "p": 0.07572871446609497,
     "m": 0.8329724073410034
    },
    {
     "p": 0.05948209762573242,
     "m": 0.8646432757377625
    },
    {
     "p": 0.0715658962726593,
     "m": 0.8540018796920776
    },
    {
     "p": 0.07232122123241425,
     "m": 0.9935750365257263
    },
    {
     "p": 0.10287394374608994,
     "m": 0.8428358435630798
    },
    {
     "p": 0.0788482278585434,
     "m": 0.9834426045417786
    },
    {
     "p": 0.07163727283477783,
     "m": 1.0
    },
    {
     "p": 0.08320026099681854,
     "m": 1.0
    },
    {
     "p": 0.0576246939599514,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.063929796218872,
   "val_loss": 0.9664385318756104,
   "acc": 69.54,
   "time": 162.20644066599198,
   "param": [
    {
     "p": 0.09465881437063217,
     "m": 1.0
    },
    {
     "p": 0.04503556713461876,
     "m": 1.0
    },
    {
     "p": 0.07871199399232864,
     "m": 1.0
    },
    {
     "p": 0.055288441479206085,
     "m": 0.5747628808021545
    },
    {
     "p": 0.038517121225595474,
     "m": 0.9020193815231323
    },
    {
     "p": 0.061830949038267136,
     "m": 0.8827513456344604
    },
    {
     "p": 0.09415263682603836,
     "m": 0.968852162361145
    },
    {
     "p": 0.06632388383150101,
     "m": 0.9286844730377197
    },
    {
     "p": 0.09823958575725555,
     "m": 0.9845881462097168
    },
    {
     "p": 0.056935932487249374,
     "m": 0.8496056795120239
    },
    {
     "p": 0.08583247661590576,
     "m": 0.9821291565895081
    },
    {
     "p": 0.08243401348590851,
     "m": 1.0
    },
    {
     "p": 0.08140906691551208,
     "m": 1.0
    },
    {
     "p": 0.060629550367593765,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.8485735654830933,
   "val_loss": 0.8589139580726624,
   "acc": 70.4,
   "time": 162.24608299392276,
   "param": [
    {
     "p": 0.08720146119594574,
     "m": 1.0
    },
    {
     "p": 0.050219208002090454,
     "m": 1.0
    },
    {
     "p": 0.08178677409887314,
     "m": 1.0
    },
    {
     "p": 0.06443353742361069,
     "m": 0.6459009051322937
    },
    {
     "p": 0.04253542050719261,
     "m": 0.9544736742973328
    },
    {
     "p": 0.06561500579118729,
     "m": 0.8434107899665833
    },
    {
     "p": 0.07595542073249817,
     "m": 0.9784219861030579
    },
    {
     "p": 0.07337681204080582,
     "m": 0.7788946032524109
    },
    {
     "p": 0.08806493133306503,
     "m": 0.9941638112068176
    },
    {
     "p": 0.0801578015089035,
     "m": 0.9705511927604675
    },
    {
     "p": 0.058254703879356384,
     "m": 0.9798707365989685
    },
    {
     "p": 0.0913112461566925,
     "m": 1.0
    },
    {
     "p": 0.07976043969392776,
     "m": 1.0
    },
    {
     "p": 0.06132714822888374,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.8729175329208374,
   "val_loss": 0.7954805493354797,
   "acc": 70.97,
   "time": 161.5495847549755,
   "param": [
    {
     "p": 0.08649273216724396,
     "m": 1.0
    },
    {
     "p": 0.042248692363500595,
     "m": 1.0
    },
    {
     "p": 0.06217259168624878,
     "m": 1.0
    },
    {
     "p": 0.0795045793056488,
     "m": 0.5985391736030579
    },
    {
     "p": 0.048809099942445755,
     "m": 0.9236642122268677
    },
    {
     "p": 0.039228156208992004,
     "m": 0.9945130348205566
    },
    {
     "p": 0.06010294333100319,
     "m": 0.9138820767402649
    },
    {
     "p": 0.09306201338768005,
     "m": 0.8247860074043274
    },
    {
     "p": 0.047851767390966415,
     "m": 0.9804666042327881
    },
    {
     "p": 0.08437561243772507,
     "m": 1.0
    },
    {
     "p": 0.09294824302196503,
     "m": 1.0
    },
    {
     "p": 0.07672163099050522,
     "m": 1.0
    },
    {
     "p": 0.09958135336637497,
     "m": 1.0
    },
    {
     "p": 0.08690057694911957,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.9030280709266663,
   "val_loss": 0.8258888721466064,
   "acc": 70.92,
   "time": 177.12159255193546,
   "param": [
    {
     "p": 0.09909812361001968,
     "m": 1.0
    },
    {
     "p": 0.03741614520549774,
     "m": 1.0
    },
    {
     "p": 0.09234093874692917,
     "m": 1.0
    },
    {
     "p": 0.05506190285086632,
     "m": 0.6107112765312195
    },
    {
     "p": 0.06981034576892853,
     "m": 0.8083241581916809
    },
    {
     "p": 0.060818105936050415,
     "m": 0.9996407628059387
    },
    {
     "p": 0.06760285049676895,
     "m": 0.922942042350769
    },
    {
     "p": 0.06589864939451218,
     "m": 0.7972641587257385
    },
    {
     "p": 0.07152915000915527,
     "m": 0.9756561517715454
    },
    {
     "p": 0.08806782960891724,
     "m": 1.0
    },
    {
     "p": 0.07003788650035858,
     "m": 0.9756453633308411
    },
    {
     "p": 0.06725247949361801,
     "m": 1.0
    },
    {
     "p": 0.08751831948757172,
     "m": 1.0
    },
    {
     "p": 0.06754729151725769,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.9766525030136108,
   "val_loss": 0.8297017216682434,
   "acc": 71.62,
   "time": 177.4854275661055,
   "param": [
    {
     "p": 0.11357374489307404,
     "m": 1.0
    },
    {
     "p": 0.03735630586743355,
     "m": 1.0
    },
    {
     "p": 0.0986548438668251,
     "m": 1.0
    },
    {
     "p": 0.07143709063529968,
     "m": 0.48661965131759644
    },
    {
     "p": 0.04817656800150871,
     "m": 0.8922252058982849
    },
    {
     "p": 0.03884897753596306,
     "m": 0.9587565660476685
    },
    {
     "p": 0.02962826006114483,
     "m": 0.8587422966957092
    },
    {
     "p": 0.09505356848239899,
     "m": 0.9135231375694275
    },
    {
     "p": 0.052994709461927414,
     "m": 0.9740594029426575
    },
    {
     "p": 0.10365679860115051,
     "m": 1.0
    },
    {
     "p": 0.06457623094320297,
     "m": 0.9691687226295471
    },
    {
     "p": 0.0671597346663475,
     "m": 1.0
    },
    {
     "p": 0.11298705637454987,
     "m": 1.0
    },
    {
     "p": 0.06589615345001221,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.9245584011077881,
   "val_loss": 0.8193243145942688,
   "acc": 69.85,
   "time": 167.897326012142,
   "param": [
    {
     "p": 0.08807224035263062,
     "m": 1.0
    },
    {
     "p": 0.05307145416736603,
     "m": 1.0
    },
    {
     "p": 0.08504778891801834,
     "m": 1.0
    },
    {
     "p": 0.05708129703998566,
     "m": 0.5041977763175964
    },
    {
     "p": 0.02755269967019558,
     "m": 0.9653110504150391
    },
    {
     "p": 0.0793616995215416,
     "m": 0.8671237826347351
    },
    {
     "p": 0.0861935093998909,
     "m": 0.8766065239906311
    },
    {
     "p": 0.07966068387031555,
     "m": 0.8639618158340454
    },
    {
     "p": 0.07257214188575745,
     "m": 0.999396800994873
    },
    {
     "p": 0.07259058207273483,
     "m": 0.9996395111083984
    },
    {
     "p": 0.06377638876438141,
     "m": 0.9537627100944519
    },
    {
     "p": 0.07539908587932587,
     "m": 1.0
    },
    {
     "p": 0.08564643561840057,
     "m": 1.0
    },
    {
     "p": 0.07397404313087463,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.9401491284370422,
   "val_loss": 0.8219189047813416,
   "acc": 70.73,
   "time": 176.78881273814477,
   "param": [
    {
     "p": 0.08081302046775818,
     "m": 1.0
    },
    {
     "p": 0.0524112693965435,
     "m": 1.0
    },
    {
     "p": 0.05530082806944847,
     "m": 1.0
    },
    {
     "p": 0.06868529319763184,
     "m": 0.6074169278144836
    },
    {
     "p": 0.0635211169719696,
     "m": 0.8902066946029663
    },
    {
     "p": 0.08094170689582825,
     "m": 0.7345357537269592
    },
    {
     "p": 0.09350907802581787,
     "m": 0.8664692044258118
    },
    {
     "p": 0.07960857450962067,
     "m": 0.8789103031158447
    },
    {
     "p": 0.07471011579036713,
     "m": 0.9061302542686462
    },
    {
     "p": 0.0787980854511261,
     "m": 1.0
    },
    {
     "p": 0.036260996013879776,
     "m": 0.9345623254776001
    },
    {
     "p": 0.0809888243675232,
     "m": 1.0
    },
    {
     "p": 0.08471466600894928,
     "m": 1.0
    },
    {
     "p": 0.06973639130592346,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.909359872341156,
   "val_loss": 0.8247128129005432,
   "acc": 71.66,
   "time": 170.15190608007833,
   "param": [
    {
     "p": 0.048796918243169785,
     "m": 1.0
    },
    {
     "p": 0.061238843947649,
     "m": 1.0
    },
    {
     "p": 0.07393379509449005,
     "m": 1.0
    },
    {
     "p": 0.04914820194244385,
     "m": 0.6259711980819702
    },
    {
     "p": 0.045557282865047455,
     "m": 0.8454299569129944
    },
    {
     "p": 0.07983700186014175,
     "m": 0.6050270199775696
    },
    {
     "p": 0.0750017836689949,
     "m": 0.828522264957428
    },
    {
     "p": 0.07400432229042053,
     "m": 0.8480532169342041
    },
    {
     "p": 0.07317984849214554,
     "m": 1.0
    },
    {
     "p": 0.07658613473176956,
     "m": 0.9603285193443298
    },
    {
     "p": 0.07711860537528992,
     "m": 1.0
    },
    {
     "p": 0.08757231384515762,
     "m": 1.0
    },
    {
     "p": 0.10568176954984665,
     "m": 1.0
    },
    {
     "p": 0.0723431259393692,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.7834400534629822,
   "val_loss": 0.7616049647331238,
   "acc": 70.95,
   "time": 164.69797732285224,
   "param": [
    {
     "p": 0.0850202888250351,
     "m": 1.0
    },
    {
     "p": 0.0277373269200325,
     "m": 1.0
    },
    {
     "p": 0.08559722453355789,
     "m": 1.0
    },
    {
     "p": 0.046137601137161255,
     "m": 0.5995901226997375
    },
    {
     "p": 0.055439792573451996,
     "m": 0.8548598885536194
    },
    {
     "p": 0.0698036327958107,
     "m": 0.6485163569450378
    },
    {
     "p": 0.09950342774391174,
     "m": 0.832172155380249
    },
    {
     "p": 0.07919494807720184,
     "m": 0.8349676728248596
    },
    {
     "p": 0.05283905938267708,
     "m": 0.9290262460708618
    },
    {
     "p": 0.09417729824781418,
     "m": 1.0
    },
    {
     "p": 0.07407738268375397,
     "m": 0.9963873028755188
    },
    {
     "p": 0.07559575140476227,
     "m": 1.0
    },
    {
     "p": 0.06890182942152023,
     "m": 1.0
    },
    {
     "p": 0.08597441017627716,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.8974161148071289,
   "val_loss": 0.8432419896125793,
   "acc": 71.72,
   "time": 175.78336101491004,
   "param": [
    {
     "p": 0.07535355538129807,
     "m": 1.0
    },
    {
     "p": 0.05159271880984306,
     "m": 1.0
    },
    {
     "p": 0.08928047120571136,
     "m": 1.0
    },
    {
     "p": 0.043186672031879425,
     "m": 0.617714524269104
    },
    {
     "p": 0.06801723688840866,
     "m": 0.8125685453414917
    },
    {
     "p": 0.08877063542604446,
     "m": 0.6139694452285767
    },
    {
     "p": 0.06236274167895317,
     "m": 0.9550772905349731
    },
    {
     "p": 0.07729355245828629,
     "m": 0.9612518548965454
    },
    {
     "p": 0.06817425042390823,
     "m": 0.9945672750473022
    },
    {
     "p": 0.06973174959421158,
     "m": 1.0
    },
    {
     "p": 0.05487032234668732,
     "m": 0.9998168349266052
    },
    {
     "p": 0.10083485394716263,
     "m": 1.0
    },
    {
     "p": 0.08437679708003998,
     "m": 1.0
    },
    {
     "p": 0.06615439057350159,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.0021369457244873,
   "val_loss": 0.9639190435409546,
   "acc": 71.78,
   "time": 177.41098256595433,
   "param": [
    {
     "p": 0.07300902158021927,
     "m": 1.0
    },
    {
     "p": 0.05083926022052765,
     "m": 1.0
    },
    {
     "p": 0.07982722669839859,
     "m": 1.0
    },
    {
     "p": 0.04957054182887077,
     "m": 0.502605140209198
    },
    {
     "p": 0.06995547562837601,
     "m": 0.8962844610214233
    },
    {
     "p": 0.052227552980184555,
     "m": 0.5410991311073303
    },
    {
     "p": 0.06473119556903839,
     "m": 0.8679133057594299
    },
    {
     "p": 0.05435127764940262,
     "m": 0.9437239170074463
    },
    {
     "p": 0.044586293399333954,
     "m": 0.8337956070899963
    },
    {
     "p": 0.09900597482919693,
     "m": 0.9625024795532227
    },
    {
     "p": 0.07841148972511292,
     "m": 0.9428637623786926
    },
    {
     "p": 0.07733679562807083,
     "m": 1.0
    },
    {
     "p": 0.10109540820121765,
     "m": 1.0
    },
    {
     "p": 0.10505238175392151,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.9124138951301575,
   "val_loss": 0.7373908758163452,
   "acc": 70.92,
   "time": 165.86610509897582,
   "param": [
    {
     "p": 0.07782983034849167,
     "m": 1.0
    },
    {
     "p": 0.054188065230846405,
     "m": 1.0
    },
    {
     "p": 0.08150406926870346,
     "m": 1.0
    },
    {
     "p": 0.05845062434673309,
     "m": 0.6032425761222839
    },
    {
     "p": 0.06130652129650116,
     "m": 0.8931065797805786
    },
    {
     "p": 0.06425603479146957,
     "m": 0.6723465919494629
    },
    {
     "p": 0.06693512946367264,
     "m": 0.9298619627952576
    },
    {
     "p": 0.06729031354188919,
     "m": 0.7844682335853577
    },
    {
     "p": 0.07944335043430328,
     "m": 0.903893768787384
    },
    {
     "p": 0.08433270454406738,
     "m": 0.9665697813034058
    },
    {
     "p": 0.053271934390068054,
     "m": 0.9548521637916565
    },
    {
     "p": 0.07337202876806259,
     "m": 1.0
    },
    {
     "p": 0.08491522073745728,
     "m": 1.0
    },
    {
     "p": 0.0929042398929596,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.0025854110717773,
   "val_loss": 0.7658857703208923,
   "acc": 71.72,
   "time": 175.86081860004924,
   "param": [
    {
     "p": 0.06634575873613358,
     "m": 1.0
    },
    {
     "p": 0.03551756590604782,
     "m": 1.0
    },
    {
     "p": 0.08536830544471741,
     "m": 1.0
    },
    {
     "p": 0.04484163224697113,
     "m": 0.49550268054008484
    },
    {
     "p": 0.04717870429158211,
     "m": 0.8116064667701721
    },
    {
     "p": 0.05875077843666077,
     "m": 0.5875462889671326
    },
    {
     "p": 0.06151999160647392,
     "m": 0.8790127635002136
    },
    {
     "p": 0.08360312879085541,
     "m": 0.9461256861686707
    },
    {
     "p": 0.09311944991350174,
     "m": 0.958572268486023
    },
    {
     "p": 0.08395648747682571,
     "m": 0.8967561721801758
    },
    {
     "p": 0.08159179985523224,
     "m": 0.8910371661186218
    },
    {
     "p": 0.09109807759523392,
     "m": 1.0
    },
    {
     "p": 0.08429104089736938,
     "m": 1.0
    },
    {
     "p": 0.08281733095645905,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.7638274431228638,
   "val_loss": 0.9070556163787842,
   "acc": 72.09,
   "time": 179.17410919605754,
   "param": [
    {
     "p": 0.07543355226516724,
     "m": 1.0
    },
    {
     "p": 0.0906379446387291,
     "m": 1.0
    },
    {
     "p": 0.05794892460107803,
     "m": 1.0
    },
    {
     "p": 0.07605764269828796,
     "m": 0.5312700271606445
    },
    {
     "p": 0.051853157579898834,
     "m": 0.7562128305435181
    },
    {
     "p": 0.059987518936395645,
     "m": 0.5240899324417114
    },
    {
     "p": 0.07358033210039139,
     "m": 0.8365333080291748
    },
    {
     "p": 0.035649001598358154,
     "m": 1.0
    },
    {
     "p": 0.07031957060098648,
     "m": 0.9644225835800171
    },
    {
     "p": 0.08912741392850876,
     "m": 0.9151792526245117
    },
    {
     "p": 0.0587456189095974,
     "m": 0.9985842704772949
    },
    {
     "p": 0.07919184118509293,
     "m": 1.0
    },
    {
     "p": 0.0954039916396141,
     "m": 1.0
    },
    {
     "p": 0.08606348186731339,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.7843637466430664,
   "val_loss": 0.760924756526947,
   "acc": 71.38,
   "time": 178.7209051279351,
   "param": [
    {
     "p": 0.07624516636133194,
     "m": 1.0
    },
    {
     "p": 0.06962651014328003,
     "m": 1.0
    },
    {
     "p": 0.08266835659742355,
     "m": 1.0
    },
    {
     "p": 0.0645962730050087,
     "m": 0.4963432550430298
    },
    {
     "p": 0.05160345509648323,
     "m": 0.615344762802124
    },
    {
     "p": 0.05408855900168419,
     "m": 0.6460569500923157
    },
    {
     "p": 0.06106105446815491,
     "m": 0.8505746126174927
    },
    {
     "p": 0.06763458251953125,
     "m": 0.9333502054214478
    },
    {
     "p": 0.09063348919153214,
     "m": 0.914823591709137
    },
    {
     "p": 0.07814579457044601,
     "m": 0.8487600088119507
    },
    {
     "p": 0.07734224200248718,
     "m": 0.9716653227806091
    },
    {
     "p": 0.07390622049570084,
     "m": 1.0
    },
    {
     "p": 0.08191985636949539,
     "m": 1.0
    },
    {
     "p": 0.07052842527627945,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.6958889365196228,
   "val_loss": 0.8038159012794495,
   "acc": 71.35,
   "time": 165.1424081500154,
   "param": [
    {
     "p": 0.09189995378255844,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10059656947851181,
     "m": 1.0
    },
    {
     "p": 0.0447150282561779,
     "m": 0.4229690730571747
    },
    {
     "p": 0.043514300137758255,
     "m": 0.7311595678329468
    },
    {
     "p": 0.09365851432085037,
     "m": 0.7552195191383362
    },
    {
     "p": 0.08482490479946136,
     "m": 0.8684976100921631
    },
    {
     "p": 0.0794575959444046,
     "m": 0.8749158382415771
    },
    {
     "p": 0.11272939294576645,
     "m": 0.9417018890380859
    },
    {
     "p": 0.07454942911863327,
     "m": 0.8709259033203125
    },
    {
     "p": 0.08192217350006104,
     "m": 0.9056332111358643
    },
    {
     "p": 0.0823388621211052,
     "m": 1.0
    },
    {
     "p": 0.07459226250648499,
     "m": 1.0
    },
    {
     "p": 0.03520099073648453,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.8382856845855713,
   "val_loss": 0.879882276058197,
   "acc": 71.51,
   "time": 168.3132758999709,
   "param": [
    {
     "p": 0.07552590221166611,
     "m": 1.0
    },
    {
     "p": 0.061039041727781296,
     "m": 1.0
    },
    {
     "p": 0.061535537242889404,
     "m": 1.0
    },
    {
     "p": 0.08599016815423965,
     "m": 0.4179488718509674
    },
    {
     "p": 0.052128273993730545,
     "m": 0.893674910068512
    },
    {
     "p": 0.07276952266693115,
     "m": 0.8905149698257446
    },
    {
     "p": 0.06149034574627876,
     "m": 0.8256240487098694
    },
    {
     "p": 0.07246651500463486,
     "m": 0.9069249629974365
    },
    {
     "p": 0.0808735340833664,
     "m": 0.9737367033958435
    },
    {
     "p": 0.0719912201166153,
     "m": 0.9019040465354919
    },
    {
     "p": 0.059775352478027344,
     "m": 0.920021116733551
    },
    {
     "p": 0.08442259579896927,
     "m": 1.0
    },
    {
     "p": 0.10307326167821884,
     "m": 1.0
    },
    {
     "p": 0.05691872909665108,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.9990090131759644,
   "val_loss": 0.794352114200592,
   "acc": 72.22,
   "time": 176.8132148908917,
   "param": [
    {
     "p": 0.08917953819036484,
     "m": 1.0
    },
    {
     "p": 0.05031352862715721,
     "m": 1.0
    },
    {
     "p": 0.07641485333442688,
     "m": 1.0
    },
    {
     "p": 0.0748346596956253,
     "m": 0.4972417950630188
    },
    {
     "p": 0.0554879754781723,
     "m": 0.9760902523994446
    },
    {
     "p": 0.06468214094638824,
     "m": 0.8523359894752502
    },
    {
     "p": 0.05833883583545685,
     "m": 0.8531211018562317
    },
    {
     "p": 0.07620370388031006,
     "m": 0.8726202249526978
    },
    {
     "p": 0.08845987915992737,
     "m": 0.9900429248809814
    },
    {
     "p": 0.07545918226242065,
     "m": 1.0
    },
    {
     "p": 0.061651501804590225,
     "m": 0.9984283447265625
    },
    {
     "p": 0.073243647813797,
     "m": 1.0
    },
    {
     "p": 0.07417016476392746,
     "m": 1.0
    },
    {
     "p": 0.08156044781208038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.7852471470832825,
   "val_loss": 0.8707737922668457,
   "acc": 71.46,
   "time": 180.40049321390688,
   "param": [
    {
     "p": 0.08588724583387375,
     "m": 1.0
    },
    {
     "p": 0.06021814048290253,
     "m": 1.0
    },
    {
     "p": 0.09646375477313995,
     "m": 1.0
    },
    {
     "p": 0.049454040825366974,
     "m": 0.5970360636711121
    },
    {
     "p": 0.047568030655384064,
     "m": 0.9174362421035767
    },
    {
     "p": 0.08141834288835526,
     "m": 0.7966096997261047
    },
    {
     "p": 0.07625613361597061,
     "m": 0.8719572424888611
    },
    {
     "p": 0.04628182575106621,
     "m": 0.950174868106842
    },
    {
     "p": 0.08533905446529388,
     "m": 0.981657087802887
    },
    {
     "p": 0.058744169771671295,
     "m": 0.9999390244483948
    },
    {
     "p": 0.059116534888744354,
     "m": 0.9663909673690796
    },
    {
     "p": 0.08350624144077301,
     "m": 1.0
    },
    {
     "p": 0.0979142040014267,
     "m": 1.0
    },
    {
     "p": 0.07183225452899933,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.8440715074539185,
   "val_loss": 0.8622199296951294,
   "acc": 71.9,
   "time": 170.1017553701531,
   "param": [
    {
     "p": 0.09920714795589447,
     "m": 1.0
    },
    {
     "p": 0.06001737341284752,
     "m": 1.0
    },
    {
     "p": 0.06809549033641815,
     "m": 1.0
    },
    {
     "p": 0.06284274905920029,
     "m": 0.6968746185302734
    },
    {
     "p": 0.0528138093650341,
     "m": 0.788957417011261
    },
    {
     "p": 0.07685128599405289,
     "m": 0.8187695145606995
    },
    {
     "p": 0.07410689443349838,
     "m": 0.9261901378631592
    },
    {
     "p": 0.07485542446374893,
     "m": 0.9319093823432922
    },
    {
     "p": 0.07795437425374985,
     "m": 0.975423276424408
    },
    {
     "p": 0.06991872936487198,
     "m": 1.0
    },
    {
     "p": 0.05084645375609398,
     "m": 0.9848454594612122
    },
    {
     "p": 0.07585655152797699,
     "m": 1.0
    },
    {
     "p": 0.07853740453720093,
     "m": 1.0
    },
    {
     "p": 0.07809630036354065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.8278172612190247,
   "val_loss": 0.7493162751197815,
   "acc": 71.95,
   "time": 172.8051600321196,
   "param": [
    {
     "p": 0.05786106735467911,
     "m": 1.0
    },
    {
     "p": 0.03363807499408722,
     "m": 1.0
    },
    {
     "p": 0.09254666417837143,
     "m": 1.0
    },
    {
     "p": 0.030087986961007118,
     "m": 0.5695392489433289
    },
    {
     "p": 0.05905112251639366,
     "m": 0.7316678166389465
    },
    {
     "p": 0.11049188673496246,
     "m": 0.8683261871337891
    },
    {
     "p": 0.08633582293987274,
     "m": 1.0
    },
    {
     "p": 0.06373938918113708,
     "m": 0.947843074798584
    },
    {
     "p": 0.09222980588674545,
     "m": 0.9983308911323547
    },
    {
     "p": 0.0799417719244957,
     "m": 0.9985744953155518
    },
    {
     "p": 0.07005872577428818,
     "m": 0.9179295301437378
    },
    {
     "p": 0.0727028027176857,
     "m": 1.0
    },
    {
     "p": 0.08487576246261597,
     "m": 1.0
    },
    {
     "p": 0.06643925607204437,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.8634807467460632,
   "val_loss": 0.8299418687820435,
   "acc": 71.2,
   "time": 171.12732029496692,
   "param": [
    {
     "p": 0.08896857500076294,
     "m": 1.0
    },
    {
     "p": 0.06407930701971054,
     "m": 1.0
    },
    {
     "p": 0.08215879648923874,
     "m": 1.0
    },
    {
     "p": 0.05112037435173988,
     "m": 0.474317342042923
    },
    {
     "p": 0.06019933149218559,
     "m": 0.7340734601020813
    },
    {
     "p": 0.03857226297259331,
     "m": 0.9966111779212952
    },
    {
     "p": 0.05402404069900513,
     "m": 0.9111037254333496
    },
    {
     "p": 0.061564721167087555,
     "m": 0.9581257104873657
    },
    {
     "p": 0.06361785531044006,
     "m": 0.997995913028717
    },
    {
     "p": 0.08274970203638077,
     "m": 0.9879937767982483
    },
    {
     "p": 0.06371225416660309,
     "m": 0.9279690384864807
    },
    {
     "p": 0.1073843389749527,
     "m": 1.0
    },
    {
     "p": 0.13002890348434448,
     "m": 1.0
    },
    {
     "p": 0.05181951820850372,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.8056325912475586,
   "val_loss": 0.8072494864463806,
   "acc": 72.14,
   "time": 157.02309419307858,
   "param": [
    {
     "p": 0.061192337423563004,
     "m": 1.0
    },
    {
     "p": 0.0786932110786438,
     "m": 1.0
    },
    {
     "p": 0.08638470619916916,
     "m": 1.0
    },
    {
     "p": 0.052312374114990234,
     "m": 0.441240131855011
    },
    {
     "p": 0.05907009541988373,
     "m": 0.7557969093322754
    },
    {
     "p": 0.0647195503115654,
     "m": 1.0
    },
    {
     "p": 0.0772140696644783,
     "m": 0.880514919757843
    },
    {
     "p": 0.0869789719581604,
     "m": 0.9382359981536865
    },
    {
     "p": 0.07147452980279922,
     "m": 1.0
    },
    {
     "p": 0.0770806148648262,
     "m": 0.9429829716682434
    },
    {
     "p": 0.05320879444479942,
     "m": 0.9746522903442383
    },
    {
     "p": 0.07035496085882187,
     "m": 1.0
    },
    {
     "p": 0.08503677695989609,
     "m": 1.0
    },
    {
     "p": 0.07627901434898376,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.0224595069885254,
   "val_loss": 0.8897297382354736,
   "acc": 72.34,
   "time": 177.45500090811402,
   "param": [
    {
     "p": 0.07864546030759811,
     "m": 1.0
    },
    {
     "p": 0.05736566334962845,
     "m": 1.0
    },
    {
     "p": 0.07216370850801468,
     "m": 1.0
    },
    {
     "p": 0.06113949045538902,
     "m": 0.5726429224014282
    },
    {
     "p": 0.04804885387420654,
     "m": 0.7173851132392883
    },
    {
     "p": 0.07349507510662079,
     "m": 0.9956077337265015
    },
    {
     "p": 0.07093971967697144,
     "m": 0.8616507649421692
    },
    {
     "p": 0.10813593864440918,
     "m": 0.8972182273864746
    },
    {
     "p": 0.08764707297086716,
     "m": 0.9826971888542175
    },
    {
     "p": 0.03758557140827179,
     "m": 0.8926026821136475
    },
    {
     "p": 0.08742866665124893,
     "m": 0.9938459396362305
    },
    {
     "p": 0.06699647009372711,
     "m": 1.0
    },
    {
     "p": 0.08625519275665283,
     "m": 1.0
    },
    {
     "p": 0.06415306031703949,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.8865534663200378,
   "val_loss": 0.7147316932678223,
   "acc": 72.35,
   "time": 168.86867378698662,
   "param": [
    {
     "p": 0.09112124890089035,
     "m": 1.0
    },
    {
     "p": 0.07345136255025864,
     "m": 1.0
    },
    {
     "p": 0.06695317476987839,
     "m": 1.0
    },
    {
     "p": 0.06187472119927406,
     "m": 0.547182023525238
    },
    {
     "p": 0.04986311495304108,
     "m": 0.514458417892456
    },
    {
     "p": 0.06702468544244766,
     "m": 0.9666900038719177
    },
    {
     "p": 0.0740194320678711,
     "m": 0.6941533088684082
    },
    {
     "p": 0.04335758090019226,
     "m": 0.8980185985565186
    },
    {
     "p": 0.09005624055862427,
     "m": 0.9961062669754028
    },
    {
     "p": 0.07922312617301941,
     "m": 0.8942204713821411
    },
    {
     "p": 0.07868094742298126,
     "m": 0.978742778301239
    },
    {
     "p": 0.08578871190547943,
     "m": 1.0
    },
    {
     "p": 0.06996221840381622,
     "m": 1.0
    },
    {
     "p": 0.06862334907054901,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.7785639762878418,
   "val_loss": 0.9111807346343994,
   "acc": 70.76,
   "time": 166.17520889197476,
   "param": [
    {
     "p": 0.072721466422081,
     "m": 1.0
    },
    {
     "p": 0.07475057989358902,
     "m": 1.0
    },
    {
     "p": 0.10270152986049652,
     "m": 1.0
    },
    {
     "p": 0.05110108479857445,
     "m": 0.5460448861122131
    },
    {
     "p": 0.05691543221473694,
     "m": 0.7379932403564453
    },
    {
     "p": 0.06681501120328903,
     "m": 0.9649565815925598
    },
    {
     "p": 0.07282368093729019,
     "m": 0.7647901773452759
    },
    {
     "p": 0.07795456051826477,
     "m": 0.90482497215271
    },
    {
     "p": 0.08306283503770828,
     "m": 0.9896281361579895
    },
    {
     "p": 0.06736243516206741,
     "m": 1.0
    },
    {
     "p": 0.057065449655056,
     "m": 0.9986449480056763
    },
    {
     "p": 0.0779891088604927,
     "m": 1.0
    },
    {
     "p": 0.06343868374824524,
     "m": 1.0
    },
    {
     "p": 0.07529797405004501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.92076176404953,
   "val_loss": 0.6974100470542908,
   "acc": 71.98,
   "time": 178.69699273188598,
   "param": [
    {
     "p": 0.07249242067337036,
     "m": 1.0
    },
    {
     "p": 0.05682508274912834,
     "m": 1.0
    },
    {
     "p": 0.06719972938299179,
     "m": 1.0
    },
    {
     "p": 0.040960367769002914,
     "m": 0.5898359417915344
    },
    {
     "p": 0.042897507548332214,
     "m": 0.7619379758834839
    },
    {
     "p": 0.08578502386808395,
     "m": 0.989075243473053
    },
    {
     "p": 0.07410702109336853,
     "m": 0.6698155403137207
    },
    {
     "p": 0.07713611423969269,
     "m": 0.9017970561981201
    },
    {
     "p": 0.06270989775657654,
     "m": 0.9342880845069885
    },
    {
     "p": 0.10127411037683487,
     "m": 0.8832997679710388
    },
    {
     "p": 0.07686042040586472,
     "m": 1.0
    },
    {
     "p": 0.0727962777018547,
     "m": 1.0
    },
    {
     "p": 0.09652652591466904,
     "m": 1.0
    },
    {
     "p": 0.07242955267429352,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.7968615293502808,
   "val_loss": 0.7922919988632202,
   "acc": 72.51,
   "time": 159.56681835302152,
   "param": [
    {
     "p": 0.0908745527267456,
     "m": 1.0
    },
    {
     "p": 0.03715579956769943,
     "m": 1.0
    },
    {
     "p": 0.061854805797338486,
     "m": 1.0
    },
    {
     "p": 0.029802029952406883,
     "m": 0.529839813709259
    },
    {
     "p": 0.036379214376211166,
     "m": 0.7094718813896179
    },
    {
     "p": 0.06758688390254974,
     "m": 0.9336707592010498
    },
    {
     "p": 0.04780406504869461,
     "m": 0.8147232532501221
    },
    {
     "p": 0.1035289391875267,
     "m": 0.7711821794509888
    },
    {
     "p": 0.10190166532993317,
     "m": 0.9062832593917847
    },
    {
     "p": 0.07250593602657318,
     "m": 0.9648760557174683
    },
    {
     "p": 0.07751365005970001,
     "m": 0.8693971037864685
    },
    {
     "p": 0.10787155479192734,
     "m": 1.0
    },
    {
     "p": 0.10095331072807312,
     "m": 1.0
    },
    {
     "p": 0.06426763534545898,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.9047046303749084,
   "val_loss": 0.7000647187232971,
   "acc": 72.71,
   "time": 169.64783381693996,
   "param": [
    {
     "p": 0.09595540165901184,
     "m": 1.0
    },
    {
     "p": 0.05253155529499054,
     "m": 1.0
    },
    {
     "p": 0.0966135561466217,
     "m": 1.0
    },
    {
     "p": 0.05741655454039574,
     "m": 0.5845102071762085
    },
    {
     "p": 0.03791751340031624,
     "m": 0.7491453289985657
    },
    {
     "p": 0.05175807699561119,
     "m": 0.9126293659210205
    },
    {
     "p": 0.0729658454656601,
     "m": 0.8108351230621338
    },
    {
     "p": 0.05529865249991417,
     "m": 0.9154167175292969
    },
    {
     "p": 0.07249616086483002,
     "m": 0.9901919960975647
    },
    {
     "p": 0.07273111492395401,
     "m": 0.9842689633369446
    },
    {
     "p": 0.0729096308350563,
     "m": 0.919798731803894
    },
    {
     "p": 0.0926261767745018,
     "m": 1.0
    },
    {
     "p": 0.08799153566360474,
     "m": 1.0
    },
    {
     "p": 0.08078823983669281,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.83196622133255,
   "val_loss": 0.67050701379776,
   "acc": 72.88,
   "time": 175.94858476985246,
   "param": [
    {
     "p": 0.08234580606222153,
     "m": 1.0
    },
    {
     "p": 0.07760529220104218,
     "m": 1.0
    },
    {
     "p": 0.08254718035459518,
     "m": 1.0
    },
    {
     "p": 0.06331483274698257,
     "m": 0.6505730748176575
    },
    {
     "p": 0.06122710928320885,
     "m": 0.7789992094039917
    },
    {
     "p": 0.08434514701366425,
     "m": 0.9328557848930359
    },
    {
     "p": 0.05971863493323326,
     "m": 0.9252843856811523
    },
    {
     "p": 0.055962346494197845,
     "m": 0.7808918952941895
    },
    {
     "p": 0.09347808361053467,
     "m": 1.0
    },
    {
     "p": 0.08644800633192062,
     "m": 0.9620580077171326
    },
    {
     "p": 0.06275365501642227,
     "m": 0.972324788570404
    },
    {
     "p": 0.05497308820486069,
     "m": 1.0
    },
    {
     "p": 0.06766631454229355,
     "m": 1.0
    },
    {
     "p": 0.06761457026004791,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.9175620675086975,
   "val_loss": 0.9121191501617432,
   "acc": 73.3,
   "time": 175.98736668890342,
   "param": [
    {
     "p": 0.09431958198547363,
     "m": 1.0
    },
    {
     "p": 0.08306986838579178,
     "m": 1.0
    },
    {
     "p": 0.08107458055019379,
     "m": 1.0
    },
    {
     "p": 0.07868529111146927,
     "m": 0.6197113394737244
    },
    {
     "p": 0.04649081081151962,
     "m": 0.658677339553833
    },
    {
     "p": 0.04579810053110123,
     "m": 0.9251084327697754
    },
    {
     "p": 0.05795659124851227,
     "m": 0.9242451190948486
    },
    {
     "p": 0.07756738364696503,
     "m": 0.8123640418052673
    },
    {
     "p": 0.05553364381194115,
     "m": 0.928908109664917
    },
    {
     "p": 0.08393462002277374,
     "m": 0.9292839765548706
    },
    {
     "p": 0.07160761207342148,
     "m": 0.915065586566925
    },
    {
     "p": 0.05648113414645195,
     "m": 1.0
    },
    {
     "p": 0.08402097970247269,
     "m": 1.0
    },
    {
     "p": 0.08345986902713776,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.7114324569702148,
   "val_loss": 0.8314338326454163,
   "acc": 72.35,
   "time": 176.2296934700571,
   "param": [
    {
     "p": 0.08051950484514236,
     "m": 1.0
    },
    {
     "p": 0.04108358174562454,
     "m": 1.0
    },
    {
     "p": 0.08179342746734619,
     "m": 1.0
    },
    {
     "p": 0.03638257831335068,
     "m": 0.5957823991775513
    },
    {
     "p": 0.07851739972829819,
     "m": 0.5856814980506897
    },
    {
     "p": 0.06570380181074142,
     "m": 0.840045690536499
    },
    {
     "p": 0.061457667499780655,
     "m": 0.8822749853134155
    },
    {
     "p": 0.06507676094770432,
     "m": 0.7900521159172058
    },
    {
     "p": 0.07304039597511292,
     "m": 0.9849948287010193
    },
    {
     "p": 0.08812632411718369,
     "m": 1.0
    },
    {
     "p": 0.07842691987752914,
     "m": 0.9112971425056458
    },
    {
     "p": 0.08106246590614319,
     "m": 1.0
    },
    {
     "p": 0.08194106817245483,
     "m": 1.0
    },
    {
     "p": 0.08686816692352295,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 0.844496488571167,
   "val_loss": 0.7338747382164001,
   "acc": 72.47,
   "time": 174.38694362412207,
   "param": [
    {
     "p": 0.074964739382267,
     "m": 1.0
    },
    {
     "p": 0.05272386968135834,
     "m": 1.0
    },
    {
     "p": 0.08902639895677567,
     "m": 1.0
    },
    {
     "p": 0.07131834328174591,
     "m": 0.5146786570549011
    },
    {
     "p": 0.0948825478553772,
     "m": 0.5168912410736084
    },
    {
     "p": 0.040279679000377655,
     "m": 0.8253651857376099
    },
    {
     "p": 0.0623495988547802,
     "m": 0.8177962303161621
    },
    {
     "p": 0.064336396753788,
     "m": 0.8317505121231079
    },
    {
     "p": 0.08259455859661102,
     "m": 1.0
    },
    {
     "p": 0.06734593212604523,
     "m": 0.9559208750724792
    },
    {
     "p": 0.07474999874830246,
     "m": 0.9417929649353027
    },
    {
     "p": 0.05630360543727875,
     "m": 1.0
    },
    {
     "p": 0.071599580347538,
     "m": 1.0
    },
    {
     "p": 0.09752484411001205,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 0.932519793510437,
   "val_loss": 0.8737712502479553,
   "acc": 72.2,
   "time": 156.76651062513702,
   "param": [
    {
     "p": 0.08671090751886368,
     "m": 1.0
    },
    {
     "p": 0.07362640649080276,
     "m": 1.0
    },
    {
     "p": 0.08926969021558762,
     "m": 1.0
    },
    {
     "p": 0.0547923743724823,
     "m": 0.5375260710716248
    },
    {
     "p": 0.07372112572193146,
     "m": 0.5847340822219849
    },
    {
     "p": 0.0637274757027626,
     "m": 0.91861492395401
    },
    {
     "p": 0.07268685847520828,
     "m": 0.7976186871528625
    },
    {
     "p": 0.06548506021499634,
     "m": 0.8114207983016968
    },
    {
     "p": 0.047178514301776886,
     "m": 1.0
    },
    {
     "p": 0.07158598303794861,
     "m": 0.99806147813797
    },
    {
     "p": 0.07652980834245682,
     "m": 1.0
    },
    {
     "p": 0.074738509953022,
     "m": 1.0
    },
    {
     "p": 0.08517840504646301,
     "m": 1.0
    },
    {
     "p": 0.06476880609989166,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 0.9625658988952637,
   "val_loss": 0.7727822661399841,
   "acc": 73.19,
   "time": 156.20444407803006,
   "param": [
    {
     "p": 0.05718833580613136,
     "m": 1.0
    },
    {
     "p": 0.045646362006664276,
     "m": 1.0
    },
    {
     "p": 0.0826026201248169,
     "m": 1.0
    },
    {
     "p": 0.07452680915594101,
     "m": 0.5883660316467285
    },
    {
     "p": 0.0638335645198822,
     "m": 0.6729608774185181
    },
    {
     "p": 0.06777381896972656,
     "m": 0.9270946383476257
    },
    {
     "p": 0.05932621657848358,
     "m": 0.7789536118507385
    },
    {
     "p": 0.09273908287286758,
     "m": 0.8014446496963501
    },
    {
     "p": 0.05952807888388634,
     "m": 1.0
    },
    {
     "p": 0.06675893813371658,
     "m": 0.982508659362793
    },
    {
     "p": 0.08653638511896133,
     "m": 0.9321225881576538
    },
    {
     "p": 0.10090874135494232,
     "m": 1.0
    },
    {
     "p": 0.08361521363258362,
     "m": 1.0
    },
    {
     "p": 0.05901578813791275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 0.9940444231033325,
   "val_loss": 0.9398223757743835,
   "acc": 72.6,
   "time": 169.6939109330997,
   "param": [
    {
     "p": 0.09218572825193405,
     "m": 1.0
    },
    {
     "p": 0.048315078020095825,
     "m": 1.0
    },
    {
     "p": 0.09351076185703278,
     "m": 1.0
    },
    {
     "p": 0.061169933527708054,
     "m": 0.5890803337097168
    },
    {
     "p": 0.05356287956237793,
     "m": 0.7406889200210571
    },
    {
     "p": 0.08679794520139694,
     "m": 0.8529134392738342
    },
    {
     "p": 0.07323649525642395,
     "m": 0.7476969957351685
    },
    {
     "p": 0.05867357552051544,
     "m": 0.8376559615135193
    },
    {
     "p": 0.07105520367622375,
     "m": 0.9038019776344299
    },
    {
     "p": 0.07535243034362793,
     "m": 0.9847375750541687
    },
    {
     "p": 0.07540227472782135,
     "m": 0.93267822265625
    },
    {
     "p": 0.0479012206196785,
     "m": 1.0
    },
    {
     "p": 0.07084812968969345,
     "m": 1.0
    },
    {
     "p": 0.09198824316263199,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 0.7178399562835693,
   "val_loss": 0.7665886878967285,
   "acc": 72.94,
   "time": 168.99556502397172,
   "param": [
    {
     "p": 0.09123034030199051,
     "m": 1.0
    },
    {
     "p": 0.03944769129157066,
     "m": 1.0
    },
    {
     "p": 0.08597374707460403,
     "m": 1.0
    },
    {
     "p": 0.05305854231119156,
     "m": 0.5119784474372864
    },
    {
     "p": 0.08703801035881042,
     "m": 0.8303784728050232
    },
    {
     "p": 0.08475079387426376,
     "m": 0.8577724099159241
    },
    {
     "p": 0.09305313974618912,
     "m": 0.9603789448738098
    },
    {
     "p": 0.04740260913968086,
     "m": 0.7337861657142639
    },
    {
     "p": 0.04290468618273735,
     "m": 0.9999861121177673
    },
    {
     "p": 0.04707532376050949,
     "m": 0.9266524910926819
    },
    {
     "p": 0.09433554112911224,
     "m": 0.9962214231491089
    },
    {
     "p": 0.06473388522863388,
     "m": 1.0
    },
    {
     "p": 0.10078101605176926,
     "m": 1.0
    },
    {
     "p": 0.06821464002132416,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 0.9423586130142212,
   "val_loss": 0.7901024222373962,
   "acc": 72.38,
   "time": 169.1884067361243,
   "param": [
    {
     "p": 0.09568328410387039,
     "m": 1.0
    },
    {
     "p": 0.08604172617197037,
     "m": 1.0
    },
    {
     "p": 0.05356772243976593,
     "m": 1.0
    },
    {
     "p": 0.059722378849983215,
     "m": 0.6441143751144409
    },
    {
     "p": 0.04601617529988289,
     "m": 0.9060506224632263
    },
    {
     "p": 0.06234297156333923,
     "m": 0.8295146226882935
    },
    {
     "p": 0.06231221184134483,
     "m": 0.9828723669052124
    },
    {
     "p": 0.09202652424573898,
     "m": 0.7188947796821594
    },
    {
     "p": 0.0835774689912796,
     "m": 0.9308874011039734
    },
    {
     "p": 0.042230550199747086,
     "m": 0.9656121730804443
    },
    {
     "p": 0.1083725243806839,
     "m": 1.0
    },
    {
     "p": 0.05437818914651871,
     "m": 1.0
    },
    {
     "p": 0.10884279757738113,
     "m": 1.0
    },
    {
     "p": 0.044885385781526566,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 0.7714823484420776,
   "val_loss": 0.811898410320282,
   "acc": 72.91,
   "time": 166.81322793406434,
   "param": [
    {
     "p": 0.07654793560504913,
     "m": 1.0
    },
    {
     "p": 0.0689474493265152,
     "m": 1.0
    },
    {
     "p": 0.0754905566573143,
     "m": 1.0
    },
    {
     "p": 0.04651378467679024,
     "m": 0.6548728346824646
    },
    {
     "p": 0.05808671563863754,
     "m": 0.9100304245948792
    },
    {
     "p": 0.07401762902736664,
     "m": 0.8046467304229736
    },
    {
     "p": 0.04322933033108711,
     "m": 0.9220521450042725
    },
    {
     "p": 0.05963711068034172,
     "m": 0.7736778855323792
    },
    {
     "p": 0.09575856477022171,
     "m": 0.9723148345947266
    },
    {
     "p": 0.060611262917518616,
     "m": 0.9801496863365173
    },
    {
     "p": 0.09738252311944962,
     "m": 0.9996004700660706
    },
    {
     "p": 0.1043732687830925,
     "m": 1.0
    },
    {
     "p": 0.07980866730213165,
     "m": 1.0
    },
    {
     "p": 0.05959520861506462,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 0.7822479009628296,
   "val_loss": 0.8183267116546631,
   "acc": 73.28,
   "time": 174.03426360106096,
   "param": [
    {
     "p": 0.08484457433223724,
     "m": 1.0
    },
    {
     "p": 0.08517110347747803,
     "m": 1.0
    },
    {
     "p": 0.037411678582429886,
     "m": 1.0
    },
    {
     "p": 0.04834416136145592,
     "m": 0.6097702383995056
    },
    {
     "p": 0.039386626332998276,
     "m": 0.7890763282775879
    },
    {
     "p": 0.06639862805604935,
     "m": 0.9109020233154297
    },
    {
     "p": 0.05695991590619087,
     "m": 0.8075574040412903
    },
    {
     "p": 0.06334865093231201,
     "m": 0.8316982388496399
    },
    {
     "p": 0.08819713443517685,
     "m": 0.9640750288963318
    },
    {
     "p": 0.0857175961136818,
     "m": 0.8938881754875183
    },
    {
     "p": 0.0929449126124382,
     "m": 0.9491044282913208
    },
    {
     "p": 0.09561201184988022,
     "m": 1.0
    },
    {
     "p": 0.08109783381223679,
     "m": 1.0
    },
    {
     "p": 0.07456520199775696,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 0.7489826083183289,
   "val_loss": 0.7976096272468567,
   "acc": 72.88,
   "time": 177.86990578309633,
   "param": [
    {
     "p": 0.08980905264616013,
     "m": 1.0
    },
    {
     "p": 0.07706981897354126,
     "m": 1.0
    },
    {
     "p": 0.06214777007699013,
     "m": 1.0
    },
    {
     "p": 0.042563725262880325,
     "m": 0.6077480316162109
    },
    {
     "p": 0.06100684031844139,
     "m": 0.685197114944458
    },
    {
     "p": 0.057121675461530685,
     "m": 0.9094399213790894
    },
    {
     "p": 0.07322702556848526,
     "m": 0.7620159387588501
    },
    {
     "p": 0.07373303174972534,
     "m": 0.9578768014907837
    },
    {
     "p": 0.07718785107135773,
     "m": 0.9653047919273376
    },
    {
     "p": 0.08755870908498764,
     "m": 0.9550356864929199
    },
    {
     "p": 0.07129234820604324,
     "m": 0.9990121722221375
    },
    {
     "p": 0.060142386704683304,
     "m": 1.0
    },
    {
     "p": 0.07674114406108856,
     "m": 1.0
    },
    {
     "p": 0.09039861708879471,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 0.6670930981636047,
   "val_loss": 0.7552827000617981,
   "acc": 73.2,
   "time": 180.03792194998823,
   "param": [
    {
     "p": 0.07883738726377487,
     "m": 1.0
    },
    {
     "p": 0.06381374597549438,
     "m": 1.0
    },
    {
     "p": 0.0606299564242363,
     "m": 1.0
    },
    {
     "p": 0.08265850692987442,
     "m": 0.5165991187095642
    },
    {
     "p": 0.07572709023952484,
     "m": 0.5313292145729065
    },
    {
     "p": 0.0742926299571991,
     "m": 0.9505144357681274
    },
    {
     "p": 0.05539962649345398,
     "m": 0.6692842841148376
    },
    {
     "p": 0.08456744998693466,
     "m": 0.9612300395965576
    },
    {
     "p": 0.07933742552995682,
     "m": 1.0
    },
    {
     "p": 0.0728977620601654,
     "m": 0.8925461769104004
    },
    {
     "p": 0.06138491630554199,
     "m": 0.9545626640319824
    },
    {
     "p": 0.06813365966081619,
     "m": 1.0
    },
    {
     "p": 0.07735588401556015,
     "m": 1.0
    },
    {
     "p": 0.06496398895978928,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 0.7967650294303894,
   "val_loss": 0.8979730606079102,
   "acc": 72.62,
   "time": 177.16401796694845,
   "param": [
    {
     "p": 0.08965500444173813,
     "m": 1.0
    },
    {
     "p": 0.04051026701927185,
     "m": 1.0
    },
    {
     "p": 0.07202136516571045,
     "m": 1.0
    },
    {
     "p": 0.054083772003650665,
     "m": 0.5678789019584656
    },
    {
     "p": 0.04959990456700325,
     "m": 0.551018476486206
    },
    {
     "p": 0.03941018506884575,
     "m": 1.0
    },
    {
     "p": 0.06225422024726868,
     "m": 0.7099188566207886
    },
    {
     "p": 0.0855957642197609,
     "m": 0.9704131484031677
    },
    {
     "p": 0.08881045132875443,
     "m": 0.9639936089515686
    },
    {
     "p": 0.10134675353765488,
     "m": 0.8324865102767944
    },
    {
     "p": 0.09946595877408981,
     "m": 0.8561496734619141
    },
    {
     "p": 0.057209428399801254,
     "m": 1.0
    },
    {
     "p": 0.10252657532691956,
     "m": 1.0
    },
    {
     "p": 0.0575103797018528,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 0.6195424199104309,
   "val_loss": 0.7992198467254639,
   "acc": 73.1,
   "time": 171.54416240006685,
   "param": [
    {
     "p": 0.08595062047243118,
     "m": 1.0
    },
    {
     "p": 0.058723073452711105,
     "m": 1.0
    },
    {
     "p": 0.06789752095937729,
     "m": 1.0
    },
    {
     "p": 0.05019167438149452,
     "m": 0.6013126969337463
    },
    {
     "p": 0.0926494374871254,
     "m": 0.616966187953949
    },
    {
     "p": 0.058642175048589706,
     "m": 0.9254152178764343
    },
    {
     "p": 0.06378742307424545,
     "m": 0.6594746708869934
    },
    {
     "p": 0.07339176535606384,
     "m": 0.9636070132255554
    },
    {
     "p": 0.05713186040520668,
     "m": 0.9700599312782288
    },
    {
     "p": 0.0787847638130188,
     "m": 0.8296188116073608
    },
    {
     "p": 0.06175348535180092,
     "m": 0.8990862965583801
    },
    {
     "p": 0.07086172699928284,
     "m": 1.0
    },
    {
     "p": 0.09272731840610504,
     "m": 1.0
    },
    {
     "p": 0.08750712126493454,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 0.7456935048103333,
   "val_loss": 0.7531667947769165,
   "acc": 74.27,
   "time": 169.82944943592884,
   "param": [
    {
     "p": 0.07183250039815903,
     "m": 1.0
    },
    {
     "p": 0.05137532949447632,
     "m": 1.0
    },
    {
     "p": 0.07487928122282028,
     "m": 1.0
    },
    {
     "p": 0.03992192819714546,
     "m": 0.668436586856842
    },
    {
     "p": 0.08250688761472702,
     "m": 0.4595282971858978
    },
    {
     "p": 0.06470121443271637,
     "m": 0.9560683369636536
    },
    {
     "p": 0.01960676722228527,
     "m": 0.7956070899963379
    },
    {
     "p": 0.07372449338436127,
     "m": 0.9444403648376465
    },
    {
     "p": 0.0744987204670906,
     "m": 1.0
    },
    {
     "p": 0.10145126283168793,
     "m": 1.0
    },
    {
     "p": 0.10679563879966736,
     "m": 0.9527926445007324
    },
    {
     "p": 0.06950745731592178,
     "m": 1.0
    },
    {
     "p": 0.08261801302433014,
     "m": 1.0
    },
    {
     "p": 0.08658046275377274,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 0.6485798358917236,
   "val_loss": 0.9221363067626953,
   "acc": 73.09,
   "time": 176.24725023587234,
   "param": [
    {
     "p": 0.0736745074391365,
     "m": 1.0
    },
    {
     "p": 0.08563525229692459,
     "m": 1.0
    },
    {
     "p": 0.06268437206745148,
     "m": 1.0
    },
    {
     "p": 0.06619550287723541,
     "m": 0.6079064011573792
    },
    {
     "p": 0.051558610051870346,
     "m": 0.3671342134475708
    },
    {
     "p": 0.060028187930583954,
     "m": 0.911578893661499
    },
    {
     "p": 0.07775219529867172,
     "m": 0.7805641293525696
    },
    {
     "p": 0.06491319090127945,
     "m": 0.9986243844032288
    },
    {
     "p": 0.07781977206468582,
     "m": 0.9878344535827637
    },
    {
     "p": 0.06508394330739975,
     "m": 0.9926242828369141
    },
    {
     "p": 0.08379838615655899,
     "m": 1.0
    },
    {
     "p": 0.07322856038808823,
     "m": 1.0
    },
    {
     "p": 0.06683308631181717,
     "m": 1.0
    },
    {
     "p": 0.09079447388648987,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 0.9873132109642029,
   "val_loss": 0.7377300262451172,
   "acc": 74.01,
   "time": 178.91897540306672,
   "param": [
    {
     "p": 0.07146496325731277,
     "m": 1.0
    },
    {
     "p": 0.06214624643325806,
     "m": 1.0
    },
    {
     "p": 0.08349691331386566,
     "m": 1.0
    },
    {
     "p": 0.05768406763672829,
     "m": 0.5855399370193481
    },
    {
     "p": 0.06840973347425461,
     "m": 0.4458247423171997
    },
    {
     "p": 0.052025869488716125,
     "m": 0.9579541683197021
    },
    {
     "p": 0.06304226815700531,
     "m": 0.9858174324035645
    },
    {
     "p": 0.08157769590616226,
     "m": 0.9464473128318787
    },
    {
     "p": 0.059173334389925,
     "m": 1.0
    },
    {
     "p": 0.06942130625247955,
     "m": 0.969367265701294
    },
    {
     "p": 0.09107968956232071,
     "m": 1.0
    },
    {
     "p": 0.09651202708482742,
     "m": 1.0
    },
    {
     "p": 0.08849748969078064,
     "m": 1.0
    },
    {
     "p": 0.05546843633055687,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 0.771754264831543,
   "val_loss": 0.8178310990333557,
   "acc": 72.98,
   "time": 176.78528256202117,
   "param": [
    {
     "p": 0.0761333778500557,
     "m": 1.0
    },
    {
     "p": 0.07413411140441895,
     "m": 1.0
    },
    {
     "p": 0.0803491473197937,
     "m": 1.0
    },
    {
     "p": 0.04698742553591728,
     "m": 0.5520004630088806
    },
    {
     "p": 0.032941967248916626,
     "m": 0.5368083715438843
    },
    {
     "p": 0.09537555277347565,
     "m": 0.9833398461341858
    },
    {
     "p": 0.06937701255083084,
     "m": 0.9658927321434021
    },
    {
     "p": 0.08160800486803055,
     "m": 0.9894847869873047
    },
    {
     "p": 0.07854073494672775,
     "m": 1.0
    },
    {
     "p": 0.08722377568483353,
     "m": 1.0
    },
    {
     "p": 0.08768855035305023,
     "m": 1.0
    },
    {
     "p": 0.06332836300134659,
     "m": 1.0
    },
    {
     "p": 0.06618979573249817,
     "m": 1.0
    },
    {
     "p": 0.060122136026620865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 0.8166049122810364,
   "val_loss": 0.7782694697380066,
   "acc": 72.32,
   "time": 176.3255822288338,
   "param": [
    {
     "p": 0.06931435316801071,
     "m": 1.0
    },
    {
     "p": 0.08422040939331055,
     "m": 1.0
    },
    {
     "p": 0.09442608058452606,
     "m": 1.0
    },
    {
     "p": 0.06139056757092476,
     "m": 0.4302811026573181
    },
    {
     "p": 0.056656528264284134,
     "m": 0.572281002998352
    },
    {
     "p": 0.08238150179386139,
     "m": 0.9617590308189392
    },
    {
     "p": 0.050141919404268265,
     "m": 0.9119057059288025
    },
    {
     "p": 0.07227163016796112,
     "m": 0.9446538090705872
    },
    {
     "p": 0.0602811723947525,
     "m": 0.9556148648262024
    },
    {
     "p": 0.056560415774583817,
     "m": 0.9578655362129211
    },
    {
     "p": 0.1052367240190506,
     "m": 0.9697803854942322
    },
    {
     "p": 0.06707322597503662,
     "m": 1.0
    },
    {
     "p": 0.07802809774875641,
     "m": 1.0
    },
    {
     "p": 0.062017399817705154,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 0.7219539284706116,
   "val_loss": 0.8450945615768433,
   "acc": 72.81,
   "time": 179.98728837398812,
   "param": [
    {
     "p": 0.06972959637641907,
     "m": 1.0
    },
    {
     "p": 0.052882205694913864,
     "m": 1.0
    },
    {
     "p": 0.08400467038154602,
     "m": 1.0
    },
    {
     "p": 0.06228114292025566,
     "m": 0.6207575798034668
    },
    {
     "p": 0.06545715034008026,
     "m": 0.4915536046028137
    },
    {
     "p": 0.09161454439163208,
     "m": 0.9298491477966309
    },
    {
     "p": 0.07687543332576752,
     "m": 0.9643317461013794
    },
    {
     "p": 0.06961935758590698,
     "m": 0.9162021279335022
    },
    {
     "p": 0.08580000698566437,
     "m": 0.9513679146766663
    },
    {
     "p": 0.08621031045913696,
     "m": 0.9904748797416687
    },
    {
     "p": 0.05594422668218613,
     "m": 0.9368605017662048
    },
    {
     "p": 0.05956696346402168,
     "m": 1.0
    },
    {
     "p": 0.06548850238323212,
     "m": 1.0
    },
    {
     "p": 0.07452583312988281,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 0.7889836430549622,
   "val_loss": 0.8701382875442505,
   "acc": 73.0,
   "time": 166.9748937988188,
   "param": [
    {
     "p": 0.07377056777477264,
     "m": 1.0
    },
    {
     "p": 0.04784826561808586,
     "m": 1.0
    },
    {
     "p": 0.07781223952770233,
     "m": 1.0
    },
    {
     "p": 0.07437055557966232,
     "m": 0.6533612012863159
    },
    {
     "p": 0.06408434361219406,
     "m": 0.4334658682346344
    },
    {
     "p": 0.07982319593429565,
     "m": 0.8911481499671936
    },
    {
     "p": 0.06787647306919098,
     "m": 1.0
    },
    {
     "p": 0.08431839942932129,
     "m": 0.9972108006477356
    },
    {
     "p": 0.07294411212205887,
     "m": 0.9401789903640747
    },
    {
     "p": 0.07642559707164764,
     "m": 0.9773774743080139
    },
    {
     "p": 0.062462352216243744,
     "m": 0.9132293462753296
    },
    {
     "p": 0.07560266554355621,
     "m": 1.0
    },
    {
     "p": 0.08130005747079849,
     "m": 1.0
    },
    {
     "p": 0.06136118248105049,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 0.9091396927833557,
   "val_loss": 0.742885410785675,
   "acc": 73.37,
   "time": 161.08646756899543,
   "param": [
    {
     "p": 0.08653932809829712,
     "m": 1.0
    },
    {
     "p": 0.07445920258760452,
     "m": 1.0
    },
    {
     "p": 0.07988017797470093,
     "m": 1.0
    },
    {
     "p": 0.05055593326687813,
     "m": 0.712422788143158
    },
    {
     "p": 0.04621743783354759,
     "m": 0.2776470184326172
    },
    {
     "p": 0.06360933929681778,
     "m": 0.8349369764328003
    },
    {
     "p": 0.04396115243434906,
     "m": 0.913028359413147
    },
    {
     "p": 0.06811250001192093,
     "m": 0.9590898752212524
    },
    {
     "p": 0.07364781200885773,
     "m": 0.9423395991325378
    },
    {
     "p": 0.08182898163795471,
     "m": 0.9439164400100708
    },
    {
     "p": 0.08229254931211472,
     "m": 0.9790614247322083
    },
    {
     "p": 0.08359714597463608,
     "m": 1.0
    },
    {
     "p": 0.07898213714361191,
     "m": 1.0
    },
    {
     "p": 0.08631623536348343,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 0.7864291071891785,
   "val_loss": 0.7558671832084656,
   "acc": 72.76,
   "time": 168.29001083690673,
   "param": [
    {
     "p": 0.07242930680513382,
     "m": 1.0
    },
    {
     "p": 0.058914024382829666,
     "m": 1.0
    },
    {
     "p": 0.07314464449882507,
     "m": 1.0
    },
    {
     "p": 0.05961286276578903,
     "m": 0.7498572468757629
    },
    {
     "p": 0.063604936003685,
     "m": 0.3884226679801941
    },
    {
     "p": 0.08210313320159912,
     "m": 0.8506540656089783
    },
    {
     "p": 0.05431394279003143,
     "m": 0.8356260061264038
    },
    {
     "p": 0.0634554773569107,
     "m": 0.9181616902351379
    },
    {
     "p": 0.09679006040096283,
     "m": 1.0
    },
    {
     "p": 0.055196840316057205,
     "m": 0.9279965162277222
    },
    {
     "p": 0.07433205842971802,
     "m": 0.9314571619033813
    },
    {
     "p": 0.07686574012041092,
     "m": 1.0
    },
    {
     "p": 0.09738003462553024,
     "m": 1.0
    },
    {
     "p": 0.07185696810483932,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 0.8285852074623108,
   "val_loss": 0.7777633666992188,
   "acc": 73.46,
   "time": 183.4675531820394,
   "param": [
    {
     "p": 0.06826010346412659,
     "m": 1.0
    },
    {
     "p": 0.07572049647569656,
     "m": 1.0
    },
    {
     "p": 0.08369123935699463,
     "m": 1.0
    },
    {
     "p": 0.06547759473323822,
     "m": 0.6080502271652222
    },
    {
     "p": 0.06846654415130615,
     "m": 0.41684213280677795
    },
    {
     "p": 0.06916223466396332,
     "m": 0.7009637951850891
    },
    {
     "p": 0.06609301269054413,
     "m": 0.9174498915672302
    },
    {
     "p": 0.058026187121868134,
     "m": 0.9519191384315491
    },
    {
     "p": 0.07269694656133652,
     "m": 0.9836103320121765
    },
    {
     "p": 0.07750343531370163,
     "m": 0.9988489747047424
    },
    {
     "p": 0.09204227477312088,
     "m": 0.9997890591621399
    },
    {
     "p": 0.06960636377334595,
     "m": 1.0
    },
    {
     "p": 0.07209523022174835,
     "m": 1.0
    },
    {
     "p": 0.06115836277604103,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 0.7991047501564026,
   "val_loss": 0.857029914855957,
   "acc": 73.21,
   "time": 169.02519551105797,
   "param": [
    {
     "p": 0.05979064106941223,
     "m": 1.0
    },
    {
     "p": 0.04735785350203514,
     "m": 1.0
    },
    {
     "p": 0.07561765611171722,
     "m": 1.0
    },
    {
     "p": 0.0782778337597847,
     "m": 0.648615300655365
    },
    {
     "p": 0.06894447654485703,
     "m": 0.5122805237770081
    },
    {
     "p": 0.09315166622400284,
     "m": 0.6362406015396118
    },
    {
     "p": 0.05964784324169159,
     "m": 0.9199951887130737
    },
    {
     "p": 0.05848032608628273,
     "m": 0.9171435236930847
    },
    {
     "p": 0.07372332364320755,
     "m": 1.0
    },
    {
     "p": 0.07678621262311935,
     "m": 0.9127839207649231
    },
    {
     "p": 0.08790434151887894,
     "m": 0.9850844144821167
    },
    {
     "p": 0.08659277856349945,
     "m": 1.0
    },
    {
     "p": 0.07647450268268585,
     "m": 1.0
    },
    {
     "p": 0.05725057050585747,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 0.926849901676178,
   "val_loss": 0.8143408894538879,
   "acc": 72.89,
   "time": 176.54145086416975,
   "param": [
    {
     "p": 0.07995898276567459,
     "m": 1.0
    },
    {
     "p": 0.07256758958101273,
     "m": 1.0
    },
    {
     "p": 0.07689329981803894,
     "m": 1.0
    },
    {
     "p": 0.07464451342821121,
     "m": 0.7169259190559387
    },
    {
     "p": 0.08596830070018768,
     "m": 0.5494637489318848
    },
    {
     "p": 0.06709808856248856,
     "m": 0.7106440663337708
    },
    {
     "p": 0.07757198065519333,
     "m": 0.989865779876709
    },
    {
     "p": 0.05050744116306305,
     "m": 0.9479121565818787
    },
    {
     "p": 0.06731381267309189,
     "m": 0.9853311777114868
    },
    {
     "p": 0.05959305912256241,
     "m": 0.7476633787155151
    },
    {
     "p": 0.07214675098657608,
     "m": 0.9361435174942017
    },
    {
     "p": 0.06943193078041077,
     "m": 1.0
    },
    {
     "p": 0.08261529356241226,
     "m": 1.0
    },
    {
     "p": 0.0636889860033989,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 0.699451208114624,
   "val_loss": 0.8837894201278687,
   "acc": 72.01,
   "time": 177.54985999804921,
   "param": [
    {
     "p": 0.08112375438213348,
     "m": 1.0
    },
    {
     "p": 0.08294863998889923,
     "m": 1.0
    },
    {
     "p": 0.08452987670898438,
     "m": 1.0
    },
    {
     "p": 0.03703610971570015,
     "m": 0.763313353061676
    },
    {
     "p": 0.06270772218704224,
     "m": 0.4520377218723297
    },
    {
     "p": 0.10278142988681793,
     "m": 0.8255965709686279
    },
    {
     "p": 0.03605049103498459,
     "m": 0.9447981715202332
    },
    {
     "p": 0.08484137803316116,
     "m": 0.8618873953819275
    },
    {
     "p": 0.07422121614217758,
     "m": 0.8769826292991638
    },
    {
     "p": 0.08360499143600464,
     "m": 0.7795793414115906
    },
    {
     "p": 0.05875835195183754,
     "m": 0.9526687860488892
    },
    {
     "p": 0.05097358301281929,
     "m": 1.0
    },
    {
     "p": 0.10081102699041367,
     "m": 1.0
    },
    {
     "p": 0.05961140617728233,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 0.6870311498641968,
   "val_loss": 0.8086811304092407,
   "acc": 73.68,
   "time": 173.26132002589293,
   "param": [
    {
     "p": 0.0885728970170021,
     "m": 1.0
    },
    {
     "p": 0.033225785940885544,
     "m": 1.0
    },
    {
     "p": 0.08109577745199203,
     "m": 1.0
    },
    {
     "p": 0.05900413170456886,
     "m": 0.7169036865234375
    },
    {
     "p": 0.0667024478316307,
     "m": 0.7206829190254211
    },
    {
     "p": 0.07398370653390884,
     "m": 0.7218145728111267
    },
    {
     "p": 0.08485599607229233,
     "m": 0.9911643862724304
    },
    {
     "p": 0.06967785209417343,
     "m": 0.9054531455039978
    },
    {
     "p": 0.057584498077631,
     "m": 0.8925398588180542
    },
    {
     "p": 0.052662692964076996,
     "m": 0.7166787385940552
    },
    {
     "p": 0.0695871114730835,
     "m": 1.0
    },
    {
     "p": 0.10658916085958481,
     "m": 1.0
    },
    {
     "p": 0.09244292974472046,
     "m": 1.0
    },
    {
     "p": 0.0640149638056755,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 0.6703723073005676,
   "val_loss": 0.7614436745643616,
   "acc": 73.16,
   "time": 172.36063786107115,
   "param": [
    {
     "p": 0.08125664293766022,
     "m": 1.0
    },
    {
     "p": 0.05680198222398758,
     "m": 1.0
    },
    {
     "p": 0.053524311631917953,
     "m": 1.0
    },
    {
     "p": 0.053346335887908936,
     "m": 0.7656358480453491
    },
    {
     "p": 0.061574991792440414,
     "m": 0.6350042819976807
    },
    {
     "p": 0.048001889139413834,
     "m": 0.8556202054023743
    },
    {
     "p": 0.06479450315237045,
     "m": 0.9024354219436646
    },
    {
     "p": 0.06230020895600319,
     "m": 0.9812144041061401
    },
    {
     "p": 0.0901486799120903,
     "m": 0.9680303931236267
    },
    {
     "p": 0.08010249584913254,
     "m": 0.6747798919677734
    },
    {
     "p": 0.0824829488992691,
     "m": 0.9984066486358643
    },
    {
     "p": 0.0931670144200325,
     "m": 1.0
    },
    {
     "p": 0.07087281346321106,
     "m": 1.0
    },
    {
     "p": 0.10162515938282013,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 0.6110401749610901,
   "val_loss": 0.8384760618209839,
   "acc": 73.66,
   "time": 175.05188108212315,
   "param": [
    {
     "p": 0.059223275631666183,
     "m": 1.0
    },
    {
     "p": 0.05365736782550812,
     "m": 1.0
    },
    {
     "p": 0.07916725426912308,
     "m": 1.0
    },
    {
     "p": 0.06742686033248901,
     "m": 0.766148567199707
    },
    {
     "p": 0.04868759587407112,
     "m": 0.7418214082717896
    },
    {
     "p": 0.0738602951169014,
     "m": 0.8706681132316589
    },
    {
     "p": 0.060040734708309174,
     "m": 0.8238293528556824
    },
    {
     "p": 0.09266108274459839,
     "m": 0.8469363451004028
    },
    {
     "p": 0.052392374724149704,
     "m": 0.9254216551780701
    },
    {
     "p": 0.07785889506340027,
     "m": 0.7207233309745789
    },
    {
     "p": 0.07808693498373032,
     "m": 0.9332635998725891
    },
    {
     "p": 0.09154713898897171,
     "m": 1.0
    },
    {
     "p": 0.09379130601882935,
     "m": 1.0
    },
    {
     "p": 0.07159880548715591,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.6136958003044128,
   "val_loss": 0.8536640405654907,
   "acc": 73.45,
   "time": 175.39203935302794,
   "param": [
    {
     "p": 0.088434599339962,
     "m": 1.0
    },
    {
     "p": 0.06234333664178848,
     "m": 1.0
    },
    {
     "p": 0.07425004243850708,
     "m": 1.0
    },
    {
     "p": 0.07465140521526337,
     "m": 0.8702032566070557
    },
    {
     "p": 0.058721158653497696,
     "m": 0.7560016512870789
    },
    {
     "p": 0.0674622505903244,
     "m": 0.834337592124939
    },
    {
     "p": 0.0424947515130043,
     "m": 0.8107404708862305
    },
    {
     "p": 0.06741603463888168,
     "m": 0.8668906688690186
    },
    {
     "p": 0.0711323469877243,
     "m": 0.9993063807487488
    },
    {
     "p": 0.09980374574661255,
     "m": 0.7086069583892822
    },
    {
     "p": 0.08960973471403122,
     "m": 0.9903343915939331
    },
    {
     "p": 0.0454537495970726,
     "m": 1.0
    },
    {
     "p": 0.08274032175540924,
     "m": 1.0
    },
    {
     "p": 0.07548651099205017,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 0.641619086265564,
   "val_loss": 0.812709629535675,
   "acc": 73.99,
   "time": 179.39010152802803,
   "param": [
    {
     "p": 0.0804227665066719,
     "m": 1.0
    },
    {
     "p": 0.03919444605708122,
     "m": 1.0
    },
    {
     "p": 0.0937819555401802,
     "m": 1.0
    },
    {
     "p": 0.03431987389922142,
     "m": 0.7988933324813843
    },
    {
     "p": 0.03312579542398453,
     "m": 0.7515061497688293
    },
    {
     "p": 0.10581418126821518,
     "m": 0.7226618528366089
    },
    {
     "p": 0.07844796031713486,
     "m": 0.8939332365989685
    },
    {
     "p": 0.056961070746183395,
     "m": 0.9420551657676697
    },
    {
     "p": 0.08137296885251999,
     "m": 0.87130206823349
    },
    {
     "p": 0.07100795954465866,
     "m": 0.8045656681060791
    },
    {
     "p": 0.08704683929681778,
     "m": 1.0
    },
    {
     "p": 0.08459628373384476,
     "m": 1.0
    },
    {
     "p": 0.07389409840106964,
     "m": 1.0
    },
    {
     "p": 0.08001379668712616,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 0.8096853494644165,
   "val_loss": 0.8470273017883301,
   "acc": 74.08,
   "time": 160.71565447491594,
   "param": [
    {
     "p": 0.04494667053222656,
     "m": 1.0
    },
    {
     "p": 0.08765857666730881,
     "m": 1.0
    },
    {
     "p": 0.06829052418470383,
     "m": 1.0
    },
    {
     "p": 0.07027625292539597,
     "m": 0.7648133635520935
    },
    {
     "p": 0.07215039432048798,
     "m": 0.7394691705703735
    },
    {
     "p": 0.06405646353960037,
     "m": 0.6263643503189087
    },
    {
     "p": 0.03228187933564186,
     "m": 0.8082116842269897
    },
    {
     "p": 0.05079621449112892,
     "m": 0.9656659364700317
    },
    {
     "p": 0.07252640277147293,
     "m": 0.8525206446647644
    },
    {
     "p": 0.08675167709589005,
     "m": 0.901732325553894
    },
    {
     "p": 0.09484684467315674,
     "m": 0.9799668788909912
    },
    {
     "p": 0.10821100324392319,
     "m": 1.0
    },
    {
     "p": 0.08141074329614639,
     "m": 1.0
    },
    {
     "p": 0.06579645723104477,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.6612374782562256,
   "val_loss": 0.8493872284889221,
   "acc": 73.86,
   "time": 158.60221588797867,
   "param": [
    {
     "p": 0.07826253771781921,
     "m": 1.0
    },
    {
     "p": 0.044190049171447754,
     "m": 1.0
    },
    {
     "p": 0.11717866361141205,
     "m": 1.0
    },
    {
     "p": 0.06933194398880005,
     "m": 0.6463054418563843
    },
    {
     "p": 0.0399281345307827,
     "m": 0.7946289777755737
    },
    {
     "p": 0.055020712316036224,
     "m": 0.736025869846344
    },
    {
     "p": 0.045748792588710785,
     "m": 0.731479823589325
    },
    {
     "p": 0.11728327721357346,
     "m": 0.9290999174118042
    },
    {
     "p": 0.046777475625276566,
     "m": 0.8679237961769104
    },
    {
     "p": 0.052303802222013474,
     "m": 0.9399264454841614
    },
    {
     "p": 0.07307656109333038,
     "m": 0.9702757000923157
    },
    {
     "p": 0.08203684538602829,
     "m": 1.0
    },
    {
     "p": 0.10076433420181274,
     "m": 1.0
    },
    {
     "p": 0.07809684425592422,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 0.6745203733444214,
   "val_loss": 0.915436327457428,
   "acc": 73.58,
   "time": 159.4406935570296,
   "param": [
    {
     "p": 0.08427753299474716,
     "m": 1.0
    },
    {
     "p": 0.08970680832862854,
     "m": 1.0
    },
    {
     "p": 0.060052987188100815,
     "m": 1.0
    },
    {
     "p": 0.05947362259030342,
     "m": 0.5416207909584045
    },
    {
     "p": 0.06705480068922043,
     "m": 0.7101017236709595
    },
    {
     "p": 0.08247590810060501,
     "m": 0.4947475790977478
    },
    {
     "p": 0.07145433872938156,
     "m": 0.7903377413749695
    },
    {
     "p": 0.06111566722393036,
     "m": 0.9350119233131409
    },
    {
     "p": 0.05314354971051216,
     "m": 0.7958176136016846
    },
    {
     "p": 0.061632879078388214,
     "m": 0.9488773345947266
    },
    {
     "p": 0.08922921121120453,
     "m": 0.9857921600341797
    },
    {
     "p": 0.07967818528413773,
     "m": 1.0
    },
    {
     "p": 0.05546377971768379,
     "m": 1.0
    },
    {
     "p": 0.08524073660373688,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 0.6663774251937866,
   "val_loss": 0.9035744667053223,
   "acc": 73.96,
   "time": 178.12846090109088,
   "param": [
    {
     "p": 0.09434722363948822,
     "m": 1.0
    },
    {
     "p": 0.0463700108230114,
     "m": 1.0
    },
    {
     "p": 0.09981194138526917,
     "m": 1.0
    },
    {
     "p": 0.037291839718818665,
     "m": 0.5353122353553772
    },
    {
     "p": 0.06258334964513779,
     "m": 0.5783814191818237
    },
    {
     "p": 0.04428962618112564,
     "m": 0.24545329809188843
    },
    {
     "p": 0.073306605219841,
     "m": 0.8555997610092163
    },
    {
     "p": 0.070420041680336,
     "m": 1.0
    },
    {
     "p": 0.07136673480272293,
     "m": 0.7856789231300354
    },
    {
     "p": 0.08971970528364182,
     "m": 0.9982715845108032
    },
    {
     "p": 0.07935915142297745,
     "m": 1.0
    },
    {
     "p": 0.04269453138113022,
     "m": 1.0
    },
    {
     "p": 0.1059815064072609,
     "m": 1.0
    },
    {
     "p": 0.0824577584862709,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 0.5812623500823975,
   "val_loss": 0.7455812096595764,
   "acc": 73.7,
   "time": 174.32691763713956,
   "param": [
    {
     "p": 0.09171635657548904,
     "m": 1.0
    },
    {
     "p": 0.059371575713157654,
     "m": 1.0
    },
    {
     "p": 0.0714249312877655,
     "m": 1.0
    },
    {
     "p": 0.06137153506278992,
     "m": 0.5867516398429871
    },
    {
     "p": 0.04928525909781456,
     "m": 0.6932662129402161
    },
    {
     "p": 0.08875323832035065,
     "m": 0.09381044656038284
    },
    {
     "p": 0.06921061128377914,
     "m": 0.9537471532821655
    },
    {
     "p": 0.07066016644239426,
     "m": 0.9783653020858765
    },
    {
     "p": 0.05095398426055908,
     "m": 0.8271517157554626
    },
    {
     "p": 0.08160369098186493,
     "m": 0.9735459685325623
    },
    {
     "p": 0.07708783447742462,
     "m": 0.9612371921539307
    },
    {
     "p": 0.06726688891649246,
     "m": 1.0
    },
    {
     "p": 0.08554405719041824,
     "m": 1.0
    },
    {
     "p": 0.07574982941150665,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 0.7637688517570496,
   "val_loss": 0.6703042387962341,
   "acc": 73.97,
   "time": 178.57549124909565,
   "param": [
    {
     "p": 0.052279021590948105,
     "m": 1.0
    },
    {
     "p": 0.032204482704401016,
     "m": 1.0
    },
    {
     "p": 0.08307402580976486,
     "m": 1.0
    },
    {
     "p": 0.02021527849137783,
     "m": 0.5847733616828918
    },
    {
     "p": 0.08292417973279953,
     "m": 0.6859612464904785
    },
    {
     "p": 0.08117249608039856,
     "m": 0.31837278604507446
    },
    {
     "p": 0.06477358192205429,
     "m": 0.8757494688034058
    },
    {
     "p": 0.06911738216876984,
     "m": 0.8071672320365906
    },
    {
     "p": 0.09786960482597351,
     "m": 0.899824857711792
    },
    {
     "p": 0.04350230097770691,
     "m": 0.9013727903366089
    },
    {
     "p": 0.0727439820766449,
     "m": 0.9388239979743958
    },
    {
     "p": 0.09880785644054413,
     "m": 1.0
    },
    {
     "p": 0.0875600203871727,
     "m": 1.0
    },
    {
     "p": 0.11375570297241211,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 0.5321175456047058,
   "val_loss": 0.8925366997718811,
   "acc": 74.48,
   "time": 171.3073851109948,
   "param": [
    {
     "p": 0.08683111518621445,
     "m": 1.0
    },
    {
     "p": 0.07226116955280304,
     "m": 1.0
    },
    {
     "p": 0.0741707980632782,
     "m": 1.0
    },
    {
     "p": 0.034037284553050995,
     "m": 0.6038891077041626
    },
    {
     "p": 0.08854176849126816,
     "m": 0.5080839395523071
    },
    {
     "p": 0.05396724492311478,
     "m": 0.0
    },
    {
     "p": 0.04061393812298775,
     "m": 0.9926528334617615
    },
    {
     "p": 0.10611581802368164,
     "m": 0.8391241431236267
    },
    {
     "p": 0.11411949247121811,
     "m": 0.8195517659187317
    },
    {
     "p": 0.0911085456609726,
     "m": 0.8858721256256104
    },
    {
     "p": 0.02969999425113201,
     "m": 0.9457527995109558
    },
    {
     "p": 0.0820365622639656,
     "m": 1.0
    },
    {
     "p": 0.07202449440956116,
     "m": 1.0
    },
    {
     "p": 0.05447174236178398,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 0.5954762697219849,
   "val_loss": 0.859882116317749,
   "acc": 74.03,
   "time": 161.1687623190228,
   "param": [
    {
     "p": 0.08178657293319702,
     "m": 1.0
    },
    {
     "p": 0.08454213291406631,
     "m": 1.0
    },
    {
     "p": 0.08638396859169006,
     "m": 1.0
    },
    {
     "p": 0.03556181117892265,
     "m": 0.5843427777290344
    },
    {
     "p": 0.029499271884560585,
     "m": 0.3293107748031616
    },
    {
     "p": 0.07589279860258102,
     "m": 0.0
    },
    {
     "p": 0.07288026064634323,
     "m": 0.9114353656768799
    },
    {
     "p": 0.0891728550195694,
     "m": 0.7782089114189148
    },
    {
     "p": 0.07995231449604034,
     "m": 0.8307974338531494
    },
    {
     "p": 0.054506685584783554,
     "m": 0.9929705858230591
    },
    {
     "p": 0.07558076828718185,
     "m": 0.8159729838371277
    },
    {
     "p": 0.07447931170463562,
     "m": 1.0
    },
    {
     "p": 0.06753310561180115,
     "m": 1.0
    },
    {
     "p": 0.09222811460494995,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 0.504181444644928,
   "val_loss": 0.9294823408126831,
   "acc": 73.34,
   "time": 159.22529814881273,
   "param": [
    {
     "p": 0.1115916445851326,
     "m": 1.0
    },
    {
     "p": 0.08287103474140167,
     "m": 1.0
    },
    {
     "p": 0.06578958034515381,
     "m": 1.0
    },
    {
     "p": 0.061675913631916046,
     "m": 0.5732711553573608
    },
    {
     "p": 0.05344928056001663,
     "m": 0.31853172183036804
    },
    {
     "p": 0.0566096268594265,
     "m": 0.03483022749423981
    },
    {
     "p": 0.06642673164606094,
     "m": 0.8778884410858154
    },
    {
     "p": 0.059304408729076385,
     "m": 0.9150000810623169
    },
    {
     "p": 0.08424273878335953,
     "m": 0.8930301666259766
    },
    {
     "p": 0.09142346680164337,
     "m": 0.9934396147727966
    },
    {
     "p": 0.032012004405260086,
     "m": 0.7488856315612793
    },
    {
     "p": 0.08876089006662369,
     "m": 1.0
    },
    {
     "p": 0.08084825426340103,
     "m": 1.0
    },
    {
     "p": 0.06499446928501129,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 0.6641176342964172,
   "val_loss": 0.9341718554496765,
   "acc": 72.78,
   "time": 167.59172419807874,
   "param": [
    {
     "p": 0.076614610850811,
     "m": 1.0
    },
    {
     "p": 0.06958074122667313,
     "m": 1.0
    },
    {
     "p": 0.053662095218896866,
     "m": 1.0
    },
    {
     "p": 0.06941214203834534,
     "m": 0.5768537521362305
    },
    {
     "p": 0.06384951621294022,
     "m": 0.2999730408191681
    },
    {
     "p": 0.0771450325846672,
     "m": 0.16828690469264984
    },
    {
     "p": 0.029842831194400787,
     "m": 0.7865033745765686
    },
    {
     "p": 0.08135945349931717,
     "m": 0.9900288581848145
    },
    {
     "p": 0.07576413452625275,
     "m": 0.9363451600074768
    },
    {
     "p": 0.09273916482925415,
     "m": 0.993351399898529
    },
    {
     "p": 0.08585171401500702,
     "m": 0.757526159286499
    },
    {
     "p": 0.06402385234832764,
     "m": 1.0
    },
    {
     "p": 0.08169858157634735,
     "m": 1.0
    },
    {
     "p": 0.07845617830753326,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 0.5520209670066833,
   "val_loss": 0.8157647252082825,
   "acc": 73.03,
   "time": 174.4498504200019,
   "param": [
    {
     "p": 0.06460767984390259,
     "m": 1.0
    },
    {
     "p": 0.06681235134601593,
     "m": 1.0
    },
    {
     "p": 0.0537836067378521,
     "m": 1.0
    },
    {
     "p": 0.05935605615377426,
     "m": 0.6883635520935059
    },
    {
     "p": 0.07450918853282928,
     "m": 0.4540920853614807
    },
    {
     "p": 0.062348246574401855,
     "m": 0.22051355242729187
    },
    {
     "p": 0.061945781111717224,
     "m": 0.7546678185462952
    },
    {
     "p": 0.09800273925065994,
     "m": 0.9450975060462952
    },
    {
     "p": 0.06243331357836723,
     "m": 0.9340595006942749
    },
    {
     "p": 0.07246803492307663,
     "m": 1.0
    },
    {
     "p": 0.09372001886367798,
     "m": 0.8012326955795288
    },
    {
     "p": 0.07832425087690353,
     "m": 1.0
    },
    {
     "p": 0.0933394804596901,
     "m": 1.0
    },
    {
     "p": 0.05834922194480896,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 0.7099514603614807,
   "val_loss": 0.8207970261573792,
   "acc": 74.35,
   "time": 160.22949477797374,
   "param": [
    {
     "p": 0.0860389843583107,
     "m": 1.0
    },
    {
     "p": 0.04215994477272034,
     "m": 1.0
    },
    {
     "p": 0.07827811688184738,
     "m": 1.0
    },
    {
     "p": 0.08427061885595322,
     "m": 0.7386753559112549
    },
    {
     "p": 0.09298735857009888,
     "m": 0.4881662428379059
    },
    {
     "p": 0.05727836489677429,
     "m": 0.3281344473361969
    },
    {
     "p": 0.08744798600673676,
     "m": 0.8311843276023865
    },
    {
     "p": 0.03853334113955498,
     "m": 0.9990466833114624
    },
    {
     "p": 0.06973717361688614,
     "m": 0.973974347114563
    },
    {
     "p": 0.07932890206575394,
     "m": 0.9632726311683655
    },
    {
     "p": 0.07887732237577438,
     "m": 0.9321512579917908
    },
    {
     "p": 0.07091236859560013,
     "m": 1.0
    },
    {
     "p": 0.06733677536249161,
     "m": 1.0
    },
    {
     "p": 0.0668126717209816,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 0.7091520428657532,
   "val_loss": 0.786201536655426,
   "acc": 73.82,
   "time": 160.5069853879977,
   "param": [
    {
     "p": 0.07287465780973434,
     "m": 1.0
    },
    {
     "p": 0.06493189185857773,
     "m": 1.0
    },
    {
     "p": 0.06953258067369461,
     "m": 1.0
    },
    {
     "p": 0.06771973520517349,
     "m": 0.6856591701507568
    },
    {
     "p": 0.06171981617808342,
     "m": 0.39749911427497864
    },
    {
     "p": 0.08169673383235931,
     "m": 0.4454648196697235
    },
    {
     "p": 0.07099825143814087,
     "m": 0.8803467750549316
    },
    {
     "p": 0.06033864989876747,
     "m": 0.9552404880523682
    },
    {
     "p": 0.07107909768819809,
     "m": 1.0
    },
    {
     "p": 0.07620565593242645,
     "m": 0.987332820892334
    },
    {
     "p": 0.0776851549744606,
     "m": 1.0
    },
    {
     "p": 0.07011842727661133,
     "m": 1.0
    },
    {
     "p": 0.07233733683824539,
     "m": 1.0
    },
    {
     "p": 0.0827619656920433,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 0.7320966720581055,
   "val_loss": 0.6079772114753723,
   "acc": 73.39,
   "time": 173.60466709407046,
   "param": [
    {
     "p": 0.08682941645383835,
     "m": 1.0
    },
    {
     "p": 0.05788545310497284,
     "m": 1.0
    },
    {
     "p": 0.07003796100616455,
     "m": 1.0
    },
    {
     "p": 0.09784579277038574,
     "m": 0.7637129426002502
    },
    {
     "p": 0.05007423087954521,
     "m": 0.2725740671157837
    },
    {
     "p": 0.10174213349819183,
     "m": 0.506043553352356
    },
    {
     "p": 0.07375261187553406,
     "m": 0.978668212890625
    },
    {
     "p": 0.01774498075246811,
     "m": 0.9618589878082275
    },
    {
     "p": 0.0775446742773056,
     "m": 1.0
    },
    {
     "p": 0.04103400558233261,
     "m": 0.9262278079986572
    },
    {
     "p": 0.07645674049854279,
     "m": 0.9998193979263306
    },
    {
     "p": 0.08468064665794373,
     "m": 1.0
    },
    {
     "p": 0.07734853029251099,
     "m": 1.0
    },
    {
     "p": 0.08702290058135986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 0.6044397950172424,
   "val_loss": 0.6621952652931213,
   "acc": 74.64,
   "time": 177.83532507298514,
   "param": [
    {
     "p": 0.0658152848482132,
     "m": 1.0
    },
    {
     "p": 0.054762642830610275,
     "m": 1.0
    },
    {
     "p": 0.07080863416194916,
     "m": 1.0
    },
    {
     "p": 0.07920074462890625,
     "m": 0.671148419380188
    },
    {
     "p": 0.07756207138299942,
     "m": 0.18897207081317902
    },
    {
     "p": 0.060345038771629333,
     "m": 0.4689357876777649
    },
    {
     "p": 0.08213458210229874,
     "m": 0.9573262929916382
    },
    {
     "p": 0.05808154121041298,
     "m": 0.9089078903198242
    },
    {
     "p": 0.07712895423173904,
     "m": 0.9296790361404419
    },
    {
     "p": 0.0611310750246048,
     "m": 0.9996002912521362
    },
    {
     "p": 0.07929419726133347,
     "m": 0.8885068893432617
    },
    {
     "p": 0.07584108412265778,
     "m": 1.0
    },
    {
     "p": 0.07669451832771301,
     "m": 1.0
    },
    {
     "p": 0.08119954913854599,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 0.6447816491127014,
   "val_loss": 0.9207714200019836,
   "acc": 72.72,
   "time": 177.79820432094857,
   "param": [
    {
     "p": 0.0868573859333992,
     "m": 1.0
    },
    {
     "p": 0.046080127358436584,
     "m": 1.0
    },
    {
     "p": 0.08428124338388443,
     "m": 1.0
    },
    {
     "p": 0.06271897256374359,
     "m": 0.6886118650436401
    },
    {
     "p": 0.06198535114526749,
     "m": 0.14701256155967712
    },
    {
     "p": 0.07360619306564331,
     "m": 0.3389292061328888
    },
    {
     "p": 0.0879095122218132,
     "m": 0.9817371964454651
    },
    {
     "p": 0.06456442922353745,
     "m": 0.851606011390686
    },
    {
     "p": 0.046957459300756454,
     "m": 0.8230788707733154
    },
    {
     "p": 0.09428025037050247,
     "m": 0.9021124243736267
    },
    {
     "p": 0.08472901582717896,
     "m": 0.900520384311676
    },
    {
     "p": 0.06299683451652527,
     "m": 1.0
    },
    {
     "p": 0.09024404734373093,
     "m": 1.0
    },
    {
     "p": 0.05278912931680679,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.6298119425773621,
   "val_loss": 0.7578153014183044,
   "acc": 74.51,
   "time": 175.13883678382263,
   "param": [
    {
     "p": 0.11715368926525116,
     "m": 1.0
    },
    {
     "p": 0.04599044471979141,
     "m": 1.0
    },
    {
     "p": 0.06503766775131226,
     "m": 1.0
    },
    {
     "p": 0.05629628896713257,
     "m": 0.6630062460899353
    },
    {
     "p": 0.06065956503152847,
     "m": 0.1053294911980629
    },
    {
     "p": 0.06110645830631256,
     "m": 0.3592972159385681
    },
    {
     "p": 0.07659662514925003,
     "m": 0.9417693614959717
    },
    {
     "p": 0.07824534177780151,
     "m": 0.8350546956062317
    },
    {
     "p": 0.07926716655492783,
     "m": 0.8661539554595947
    },
    {
     "p": 0.0659288540482521,
     "m": 0.8748077154159546
    },
    {
     "p": 0.06763140112161636,
     "m": 0.8163513541221619
    },
    {
     "p": 0.08744245022535324,
     "m": 1.0
    },
    {
     "p": 0.08481910824775696,
     "m": 1.0
    },
    {
     "p": 0.053824808448553085,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 0.3722096085548401,
   "val_loss": 0.7829548716545105,
   "acc": 74.24,
   "time": 173.9574365799781,
   "param": [
    {
     "p": 0.073527030646801,
     "m": 1.0
    },
    {
     "p": 0.05024357885122299,
     "m": 1.0
    },
    {
     "p": 0.06907734274864197,
     "m": 1.0
    },
    {
     "p": 0.09496958553791046,
     "m": 0.7427757382392883
    },
    {
     "p": 0.05560819432139397,
     "m": 0.08853939175605774
    },
    {
     "p": 0.07595516741275787,
     "m": 0.3087081015110016
    },
    {
     "p": 0.06186581403017044,
     "m": 1.0
    },
    {
     "p": 0.08848404139280319,
     "m": 0.8107795715332031
    },
    {
     "p": 0.045570019632577896,
     "m": 0.8736657500267029
    },
    {
     "p": 0.08281738311052322,
     "m": 0.8423773646354675
    },
    {
     "p": 0.06718183308839798,
     "m": 0.8367457389831543
    },
    {
     "p": 0.09034726023674011,
     "m": 1.0
    },
    {
     "p": 0.07921385765075684,
     "m": 1.0
    },
    {
     "p": 0.06513883918523788,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 0.5568506717681885,
   "val_loss": 0.7590389847755432,
   "acc": 73.63,
   "time": 174.00391245121136,
   "param": [
    {
     "p": 0.059462495148181915,
     "m": 1.0
    },
    {
     "p": 0.08787205070257187,
     "m": 1.0
    },
    {
     "p": 0.0859472006559372,
     "m": 1.0
    },
    {
     "p": 0.024326056241989136,
     "m": 0.7426077723503113
    },
    {
     "p": 0.036225948482751846,
     "m": 0.035408034920692444
    },
    {
     "p": 0.09766272455453873,
     "m": 0.3380924165248871
    },
    {
     "p": 0.0460970513522625,
     "m": 1.0
    },
    {
     "p": 0.0842888355255127,
     "m": 0.9968701601028442
    },
    {
     "p": 0.0898921936750412,
     "m": 0.8254925608634949
    },
    {
     "p": 0.08934755623340607,
     "m": 0.9922252297401428
    },
    {
     "p": 0.0907450020313263,
     "m": 0.829551100730896
    },
    {
     "p": 0.06953194737434387,
     "m": 1.0
    },
    {
     "p": 0.07344410568475723,
     "m": 1.0
    },
    {
     "p": 0.06515684723854065,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 0.5249726176261902,
   "val_loss": 0.7525544762611389,
   "acc": 74.3,
   "time": 178.85068001202308,
   "param": [
    {
     "p": 0.06581268459558487,
     "m": 1.0
    },
    {
     "p": 0.06126930192112923,
     "m": 1.0
    },
    {
     "p": 0.07657566666603088,
     "m": 1.0
    },
    {
     "p": 0.05906086787581444,
     "m": 0.720138669013977
    },
    {
     "p": 0.044152144342660904,
     "m": 0.0865347608923912
    },
    {
     "p": 0.08611404150724411,
     "m": 0.44366711378097534
    },
    {
     "p": 0.07277920842170715,
     "m": 0.9493795037269592
    },
    {
     "p": 0.09095606952905655,
     "m": 1.0
    },
    {
     "p": 0.08061697334051132,
     "m": 0.8483525514602661
    },
    {
     "p": 0.058952201157808304,
     "m": 0.8969270586967468
    },
    {
     "p": 0.08384905010461807,
     "m": 0.7743688821792603
    },
    {
     "p": 0.09075822681188583,
     "m": 1.0
    },
    {
     "p": 0.07743579894304276,
     "m": 1.0
    },
    {
     "p": 0.051667697727680206,
     "m": 1.0
    }
   ]
  }
 ]
}