{
 "Accuracy": 72.6,
 "Time": [
  116.93593158219204,
  8.13093711574604
 ],
 "Device": "Graphics Device",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "Rotate",
  "TranslateX",
  "TranslateY",
  "ShearX",
  "ShearY",
  "Contrast",
  "Color",
  "Brightness",
  "Sharpness",
  "Posterize",
  "Solarize"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.252258777618408,
   "val_loss": 2.251835346221924,
   "acc": 15.67,
   "time": 123.0141287019942,
   "param": [
    {
     "p": 0.06795050948858261,
     "m": 1.0
    },
    {
     "p": 0.06850459426641464,
     "m": 1.0
    },
    {
     "p": 0.10019774734973907,
     "m": 1.0
    },
    {
     "p": 0.11577185988426208,
     "m": 1.0
    },
    {
     "p": 0.09524182230234146,
     "m": 1.0
    },
    {
     "p": 0.027577238157391548,
     "m": 1.0
    },
    {
     "p": 0.028211575001478195,
     "m": 1.0
    },
    {
     "p": 0.05884251743555069,
     "m": 1.0
    },
    {
     "p": 0.11154752969741821,
     "m": 1.0
    },
    {
     "p": 0.10479040443897247,
     "m": 1.0
    },
    {
     "p": 0.03281169757246971,
     "m": 1.0
    },
    {
     "p": 0.10797885805368423,
     "m": 1.0
    },
    {
     "p": 0.06491970270872116,
     "m": 1.0
    },
    {
     "p": 0.015653949230909348,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.048739194869995,
   "val_loss": 2.045789957046509,
   "acc": 22.42,
   "time": 109.68835912499344,
   "param": [
    {
     "p": 0.03261059150099754,
     "m": 1.0
    },
    {
     "p": 0.09020667523145676,
     "m": 1.0
    },
    {
     "p": 0.08628769963979721,
     "m": 1.0
    },
    {
     "p": 0.07244788110256195,
     "m": 1.0
    },
    {
     "p": 0.09341631829738617,
     "m": 1.0
    },
    {
     "p": 0.06146470084786415,
     "m": 1.0
    },
    {
     "p": 0.047039154917001724,
     "m": 1.0
    },
    {
     "p": 0.0696336179971695,
     "m": 1.0
    },
    {
     "p": 0.07877244055271149,
     "m": 1.0
    },
    {
     "p": 0.09109220653772354,
     "m": 1.0
    },
    {
     "p": 0.07187436521053314,
     "m": 1.0
    },
    {
     "p": 0.09389282763004303,
     "m": 1.0
    },
    {
     "p": 0.09756714105606079,
     "m": 1.0
    },
    {
     "p": 0.013694418594241142,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 2.2027130126953125,
   "val_loss": 2.0458476543426514,
   "acc": 27.66,
   "time": 111.17613190200063,
   "param": [
    {
     "p": 0.07263217121362686,
     "m": 1.0
    },
    {
     "p": 0.0486590750515461,
     "m": 1.0
    },
    {
     "p": 0.08817309141159058,
     "m": 1.0
    },
    {
     "p": 0.06944487988948822,
     "m": 1.0
    },
    {
     "p": 0.06540653854608536,
     "m": 1.0
    },
    {
     "p": 0.07444438338279724,
     "m": 1.0
    },
    {
     "p": 0.09354421496391296,
     "m": 1.0
    },
    {
     "p": 0.08182723820209503,
     "m": 1.0
    },
    {
     "p": 0.04969348385930061,
     "m": 1.0
    },
    {
     "p": 0.09744685888290405,
     "m": 1.0
    },
    {
     "p": 0.1043907105922699,
     "m": 1.0
    },
    {
     "p": 0.04497648775577545,
     "m": 1.0
    },
    {
     "p": 0.07392916828393936,
     "m": 1.0
    },
    {
     "p": 0.03543175011873245,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 2.003171920776367,
   "val_loss": 1.8908634185791016,
   "acc": 34.68,
   "time": 109.64414315100294,
   "param": [
    {
     "p": 0.07067891955375671,
     "m": 1.0
    },
    {
     "p": 0.08052104711532593,
     "m": 1.0
    },
    {
     "p": 0.07750002294778824,
     "m": 1.0
    },
    {
     "p": 0.026970671489834785,
     "m": 1.0
    },
    {
     "p": 0.084228515625,
     "m": 1.0
    },
    {
     "p": 0.0949726402759552,
     "m": 1.0
    },
    {
     "p": 0.07006646692752838,
     "m": 1.0
    },
    {
     "p": 0.09056007862091064,
     "m": 1.0
    },
    {
     "p": 0.03813730552792549,
     "m": 1.0
    },
    {
     "p": 0.039679184556007385,
     "m": 1.0
    },
    {
     "p": 0.11388903111219406,
     "m": 1.0
    },
    {
     "p": 0.09623479843139648,
     "m": 1.0
    },
    {
     "p": 0.09707456082105637,
     "m": 1.0
    },
    {
     "p": 0.019486838951706886,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 2.080213785171509,
   "val_loss": 1.8954240083694458,
   "acc": 35.34,
   "time": 124.00713510101195,
   "param": [
    {
     "p": 0.05875954404473305,
     "m": 1.0
    },
    {
     "p": 0.1060982421040535,
     "m": 1.0
    },
    {
     "p": 0.07079020142555237,
     "m": 1.0
    },
    {
     "p": 0.08773376047611237,
     "m": 1.0
    },
    {
     "p": 0.07331909984350204,
     "m": 1.0
    },
    {
     "p": 0.08505284041166306,
     "m": 1.0
    },
    {
     "p": 0.03872407227754593,
     "m": 1.0
    },
    {
     "p": 0.07344149798154831,
     "m": 1.0
    },
    {
     "p": 0.06487281620502472,
     "m": 1.0
    },
    {
     "p": 0.06804129481315613,
     "m": 1.0
    },
    {
     "p": 0.07743635028600693,
     "m": 1.0
    },
    {
     "p": 0.0692947655916214,
     "m": 1.0
    },
    {
     "p": 0.09015481173992157,
     "m": 1.0
    },
    {
     "p": 0.03628072515130043,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.995477557182312,
   "val_loss": 1.7565944194793701,
   "acc": 38.4,
   "time": 117.16112793100183,
   "param": [
    {
     "p": 0.09401574730873108,
     "m": 1.0
    },
    {
     "p": 0.07574447989463806,
     "m": 1.0
    },
    {
     "p": 0.082295723259449,
     "m": 1.0
    },
    {
     "p": 0.0405212864279747,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.13695929944515228,
     "m": 1.0
    },
    {
     "p": 0.05178586766123772,
     "m": 1.0
    },
    {
     "p": 0.05757676064968109,
     "m": 1.0
    },
    {
     "p": 0.03164805844426155,
     "m": 1.0
    },
    {
     "p": 0.12357910722494125,
     "m": 1.0
    },
    {
     "p": 0.034567300230264664,
     "m": 1.0
    },
    {
     "p": 0.10518946498632431,
     "m": 1.0
    },
    {
     "p": 0.09321090579032898,
     "m": 1.0
    },
    {
     "p": 0.07290604710578918,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 2.0683937072753906,
   "val_loss": 1.6807544231414795,
   "acc": 39.32,
   "time": 110.0768004040001,
   "param": [
    {
     "p": 0.0827312022447586,
     "m": 1.0
    },
    {
     "p": 0.043920133262872696,
     "m": 1.0
    },
    {
     "p": 0.08867241442203522,
     "m": 1.0
    },
    {
     "p": 0.04298575595021248,
     "m": 1.0
    },
    {
     "p": 0.010652096942067146,
     "m": 1.0
    },
    {
     "p": 0.07862207293510437,
     "m": 1.0
    },
    {
     "p": 0.07718142867088318,
     "m": 1.0
    },
    {
     "p": 0.10042265802621841,
     "m": 1.0
    },
    {
     "p": 0.06090100482106209,
     "m": 1.0
    },
    {
     "p": 0.07454948127269745,
     "m": 1.0
    },
    {
     "p": 0.09085407108068466,
     "m": 1.0
    },
    {
     "p": 0.09571509063243866,
     "m": 1.0
    },
    {
     "p": 0.05754437297582626,
     "m": 1.0
    },
    {
     "p": 0.09524823725223541,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.987451434135437,
   "val_loss": 1.7099910974502563,
   "acc": 40.3,
   "time": 111.34010605700314,
   "param": [
    {
     "p": 0.055241283029317856,
     "m": 1.0
    },
    {
     "p": 0.05160728096961975,
     "m": 1.0
    },
    {
     "p": 0.08177632093429565,
     "m": 1.0
    },
    {
     "p": 0.07662094384431839,
     "m": 1.0
    },
    {
     "p": 0.003255149582400918,
     "m": 1.0
    },
    {
     "p": 0.10963137447834015,
     "m": 1.0
    },
    {
     "p": 0.06716886907815933,
     "m": 1.0
    },
    {
     "p": 0.05957193672657013,
     "m": 1.0
    },
    {
     "p": 0.06200568005442619,
     "m": 1.0
    },
    {
     "p": 0.10183664411306381,
     "m": 1.0
    },
    {
     "p": 0.05856921896338463,
     "m": 1.0
    },
    {
     "p": 0.09607084840536118,
     "m": 1.0
    },
    {
     "p": 0.11153703927993774,
     "m": 1.0
    },
    {
     "p": 0.0651073306798935,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 2.024012804031372,
   "val_loss": 1.7178574800491333,
   "acc": 38.62,
   "time": 115.65655345498817,
   "param": [
    {
     "p": 0.08524025976657867,
     "m": 1.0
    },
    {
     "p": 0.043915603309869766,
     "m": 1.0
    },
    {
     "p": 0.13996917009353638,
     "m": 1.0
    },
    {
     "p": 0.08034207671880722,
     "m": 1.0
    },
    {
     "p": 0.00930877961218357,
     "m": 1.0
    },
    {
     "p": 0.11731746047735214,
     "m": 1.0
    },
    {
     "p": 0.025111688300967216,
     "m": 1.0
    },
    {
     "p": 0.06090922653675079,
     "m": 1.0
    },
    {
     "p": 0.09805256873369217,
     "m": 1.0
    },
    {
     "p": 0.08487717062234879,
     "m": 1.0
    },
    {
     "p": 0.06221788376569748,
     "m": 1.0
    },
    {
     "p": 0.07147166877985,
     "m": 1.0
    },
    {
     "p": 0.07781568169593811,
     "m": 1.0
    },
    {
     "p": 0.043450649827718735,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.9697612524032593,
   "val_loss": 1.6286593675613403,
   "acc": 42.22,
   "time": 115.62625929899514,
   "param": [
    {
     "p": 0.07505357265472412,
     "m": 1.0
    },
    {
     "p": 0.0393042117357254,
     "m": 1.0
    },
    {
     "p": 0.08804097771644592,
     "m": 1.0
    },
    {
     "p": 0.06457295268774033,
     "m": 1.0
    },
    {
     "p": 0.032056618481874466,
     "m": 1.0
    },
    {
     "p": 0.0865028128027916,
     "m": 1.0
    },
    {
     "p": 0.06553353369235992,
     "m": 1.0
    },
    {
     "p": 0.0825033113360405,
     "m": 1.0
    },
    {
     "p": 0.06546773761510849,
     "m": 1.0
    },
    {
     "p": 0.07415082305669785,
     "m": 1.0
    },
    {
     "p": 0.10162521153688431,
     "m": 1.0
    },
    {
     "p": 0.08398619294166565,
     "m": 1.0
    },
    {
     "p": 0.07227590680122375,
     "m": 1.0
    },
    {
     "p": 0.0689261183142662,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.842895746231079,
   "val_loss": 1.557420015335083,
   "acc": 45.12,
   "time": 118.71267542499118,
   "param": [
    {
     "p": 0.10160797089338303,
     "m": 1.0
    },
    {
     "p": 0.028948839753866196,
     "m": 1.0
    },
    {
     "p": 0.07826521247625351,
     "m": 1.0
    },
    {
     "p": 0.05993645265698433,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.10560892522335052,
     "m": 1.0
    },
    {
     "p": 0.08471065014600754,
     "m": 1.0
    },
    {
     "p": 0.05659782886505127,
     "m": 1.0
    },
    {
     "p": 0.08078394085168839,
     "m": 1.0
    },
    {
     "p": 0.10095714777708054,
     "m": 1.0
    },
    {
     "p": 0.0635799691081047,
     "m": 1.0
    },
    {
     "p": 0.07777673006057739,
     "m": 1.0
    },
    {
     "p": 0.10455966740846634,
     "m": 1.0
    },
    {
     "p": 0.05666663497686386,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.94061279296875,
   "val_loss": 1.50905179977417,
   "acc": 44.59,
   "time": 115.30549657298252,
   "param": [
    {
     "p": 0.07062632590532303,
     "m": 1.0
    },
    {
     "p": 0.05155568569898605,
     "m": 1.0
    },
    {
     "p": 0.11025525629520416,
     "m": 1.0
    },
    {
     "p": 0.044051967561244965,
     "m": 1.0
    },
    {
     "p": 0.01662316732108593,
     "m": 1.0
    },
    {
     "p": 0.12304823100566864,
     "m": 1.0
    },
    {
     "p": 0.08324853330850601,
     "m": 1.0
    },
    {
     "p": 0.06673205643892288,
     "m": 1.0
    },
    {
     "p": 0.07683274894952774,
     "m": 1.0
    },
    {
     "p": 0.07642065733671188,
     "m": 1.0
    },
    {
     "p": 0.08590838313102722,
     "m": 1.0
    },
    {
     "p": 0.05709448084235191,
     "m": 1.0
    },
    {
     "p": 0.07589264959096909,
     "m": 1.0
    },
    {
     "p": 0.06170983240008354,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.8171279430389404,
   "val_loss": 1.5119612216949463,
   "acc": 44.83,
   "time": 130.88696421901113,
   "param": [
    {
     "p": 0.09238768368959427,
     "m": 1.0
    },
    {
     "p": 0.02410125732421875,
     "m": 1.0
    },
    {
     "p": 0.11352142691612244,
     "m": 1.0
    },
    {
     "p": 0.06986279040575027,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.11415878683328629,
     "m": 1.0
    },
    {
     "p": 0.07061945647001266,
     "m": 1.0
    },
    {
     "p": 0.07749217748641968,
     "m": 1.0
    },
    {
     "p": 0.07496266812086105,
     "m": 1.0
    },
    {
     "p": 0.09339486062526703,
     "m": 1.0
    },
    {
     "p": 0.0531529039144516,
     "m": 1.0
    },
    {
     "p": 0.0897945761680603,
     "m": 1.0
    },
    {
     "p": 0.069350965321064,
     "m": 1.0
    },
    {
     "p": 0.057200442999601364,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.6937825679779053,
   "val_loss": 1.5309561491012573,
   "acc": 46.23,
   "time": 120.8592049049912,
   "param": [
    {
     "p": 0.08865487575531006,
     "m": 1.0
    },
    {
     "p": 0.05549167841672897,
     "m": 1.0
    },
    {
     "p": 0.081571064889431,
     "m": 1.0
    },
    {
     "p": 0.08980574458837509,
     "m": 1.0
    },
    {
     "p": 0.017962520942091942,
     "m": 1.0
    },
    {
     "p": 0.05731958895921707,
     "m": 1.0
    },
    {
     "p": 0.08588241785764694,
     "m": 1.0
    },
    {
     "p": 0.07541793584823608,
     "m": 1.0
    },
    {
     "p": 0.0823276937007904,
     "m": 1.0
    },
    {
     "p": 0.07638444751501083,
     "m": 1.0
    },
    {
     "p": 0.06939868628978729,
     "m": 1.0
    },
    {
     "p": 0.0771050974726677,
     "m": 1.0
    },
    {
     "p": 0.08157350867986679,
     "m": 1.0
    },
    {
     "p": 0.061104726046323776,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.7976466417312622,
   "val_loss": 1.412877082824707,
   "acc": 48.79,
   "time": 120.00635863799835,
   "param": [
    {
     "p": 0.07785378396511078,
     "m": 1.0
    },
    {
     "p": 0.05776089429855347,
     "m": 1.0
    },
    {
     "p": 0.08560633659362793,
     "m": 1.0
    },
    {
     "p": 0.03967193141579628,
     "m": 1.0
    },
    {
     "p": 0.011779425665736198,
     "m": 1.0
    },
    {
     "p": 0.0892966091632843,
     "m": 1.0
    },
    {
     "p": 0.08825865387916565,
     "m": 1.0
    },
    {
     "p": 0.07562347501516342,
     "m": 1.0
    },
    {
     "p": 0.07021159678697586,
     "m": 1.0
    },
    {
     "p": 0.1086501032114029,
     "m": 1.0
    },
    {
     "p": 0.06618474423885345,
     "m": 1.0
    },
    {
     "p": 0.07728767395019531,
     "m": 1.0
    },
    {
     "p": 0.09982836246490479,
     "m": 1.0
    },
    {
     "p": 0.05198633298277855,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.641886830329895,
   "val_loss": 1.537213921546936,
   "acc": 46.02,
   "time": 109.16372962799505,
   "param": [
    {
     "p": 0.08712218701839447,
     "m": 1.0
    },
    {
     "p": 0.04350775107741356,
     "m": 1.0
    },
    {
     "p": 0.07566773146390915,
     "m": 1.0
    },
    {
     "p": 0.05508227273821831,
     "m": 1.0
    },
    {
     "p": 0.013077224604785442,
     "m": 1.0
    },
    {
     "p": 0.07644061744213104,
     "m": 1.0
    },
    {
     "p": 0.08070028573274612,
     "m": 1.0
    },
    {
     "p": 0.0699392706155777,
     "m": 1.0
    },
    {
     "p": 0.06048988550901413,
     "m": 1.0
    },
    {
     "p": 0.08211661875247955,
     "m": 1.0
    },
    {
     "p": 0.0592404268682003,
     "m": 1.0
    },
    {
     "p": 0.09844635426998138,
     "m": 1.0
    },
    {
     "p": 0.0922522321343422,
     "m": 1.0
    },
    {
     "p": 0.10591704398393631,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.5987313985824585,
   "val_loss": 1.3865469694137573,
   "acc": 50.23,
   "time": 110.65761857901816,
   "param": [
    {
     "p": 0.08152768015861511,
     "m": 1.0
    },
    {
     "p": 0.0397702120244503,
     "m": 1.0
    },
    {
     "p": 0.07554186880588531,
     "m": 1.0
    },
    {
     "p": 0.03770891949534416,
     "m": 1.0
    },
    {
     "p": 0.019421767443418503,
     "m": 1.0
    },
    {
     "p": 0.10074519366025925,
     "m": 1.0
    },
    {
     "p": 0.07062205672264099,
     "m": 1.0
    },
    {
     "p": 0.06046442314982414,
     "m": 1.0
    },
    {
     "p": 0.07102901488542557,
     "m": 1.0
    },
    {
     "p": 0.11089234799146652,
     "m": 1.0
    },
    {
     "p": 0.05945712327957153,
     "m": 1.0
    },
    {
     "p": 0.1106068566441536,
     "m": 1.0
    },
    {
     "p": 0.114109106361866,
     "m": 1.0
    },
    {
     "p": 0.04810350015759468,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.6720046997070312,
   "val_loss": 1.3765891790390015,
   "acc": 51.28,
   "time": 109.86236906499835,
   "param": [
    {
     "p": 0.08354740589857101,
     "m": 1.0
    },
    {
     "p": 0.06638641655445099,
     "m": 1.0
    },
    {
     "p": 0.0701834112405777,
     "m": 1.0
    },
    {
     "p": 0.0770740732550621,
     "m": 1.0
    },
    {
     "p": 0.052529823035001755,
     "m": 1.0
    },
    {
     "p": 0.07041366398334503,
     "m": 1.0
    },
    {
     "p": 0.08246009051799774,
     "m": 1.0
    },
    {
     "p": 0.07029245793819427,
     "m": 1.0
    },
    {
     "p": 0.07464186102151871,
     "m": 1.0
    },
    {
     "p": 0.08076811581850052,
     "m": 1.0
    },
    {
     "p": 0.07118154317140579,
     "m": 1.0
    },
    {
     "p": 0.06752565503120422,
     "m": 1.0
    },
    {
     "p": 0.06539636105298996,
     "m": 1.0
    },
    {
     "p": 0.06759908050298691,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.741574764251709,
   "val_loss": 1.3337253332138062,
   "acc": 50.69,
   "time": 111.02739115498844,
   "param": [
    {
     "p": 0.09591864049434662,
     "m": 1.0
    },
    {
     "p": 0.0318075455725193,
     "m": 1.0
    },
    {
     "p": 0.08114928752183914,
     "m": 1.0
    },
    {
     "p": 0.029444951564073563,
     "m": 1.0
    },
    {
     "p": 0.035131294280290604,
     "m": 1.0
    },
    {
     "p": 0.08900007605552673,
     "m": 1.0
    },
    {
     "p": 0.07204300910234451,
     "m": 1.0
    },
    {
     "p": 0.06545151770114899,
     "m": 1.0
    },
    {
     "p": 0.06352047622203827,
     "m": 1.0
    },
    {
     "p": 0.10710341483354568,
     "m": 1.0
    },
    {
     "p": 0.08550103008747101,
     "m": 1.0
    },
    {
     "p": 0.08187644928693771,
     "m": 1.0
    },
    {
     "p": 0.09955625236034393,
     "m": 1.0
    },
    {
     "p": 0.06249598041176796,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.59771728515625,
   "val_loss": 1.317916989326477,
   "acc": 51.18,
   "time": 130.4629844329902,
   "param": [
    {
     "p": 0.07524122297763824,
     "m": 1.0
    },
    {
     "p": 0.06291395425796509,
     "m": 1.0
    },
    {
     "p": 0.10039571672677994,
     "m": 1.0
    },
    {
     "p": 0.08001799881458282,
     "m": 1.0
    },
    {
     "p": 0.03311384469270706,
     "m": 1.0
    },
    {
     "p": 0.07096736133098602,
     "m": 1.0
    },
    {
     "p": 0.06921844929456711,
     "m": 1.0
    },
    {
     "p": 0.07745719701051712,
     "m": 1.0
    },
    {
     "p": 0.06155452877283096,
     "m": 1.0
    },
    {
     "p": 0.10478055477142334,
     "m": 1.0
    },
    {
     "p": 0.051641516387462616,
     "m": 1.0
    },
    {
     "p": 0.06310372054576874,
     "m": 1.0
    },
    {
     "p": 0.07207464426755905,
     "m": 1.0
    },
    {
     "p": 0.0775192454457283,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.7349379062652588,
   "val_loss": 1.4030424356460571,
   "acc": 49.95,
   "time": 123.42816322500585,
   "param": [
    {
     "p": 0.07880893349647522,
     "m": 1.0
    },
    {
     "p": 0.05427613854408264,
     "m": 1.0
    },
    {
     "p": 0.08262845128774643,
     "m": 1.0
    },
    {
     "p": 0.05636940151453018,
     "m": 1.0
    },
    {
     "p": 0.025445234030485153,
     "m": 1.0
    },
    {
     "p": 0.08273813873529434,
     "m": 1.0
    },
    {
     "p": 0.07021161168813705,
     "m": 1.0
    },
    {
     "p": 0.08417505025863647,
     "m": 1.0
    },
    {
     "p": 0.0781753808259964,
     "m": 1.0
    },
    {
     "p": 0.10526440292596817,
     "m": 1.0
    },
    {
     "p": 0.07700861990451813,
     "m": 1.0
    },
    {
     "p": 0.0792790949344635,
     "m": 1.0
    },
    {
     "p": 0.07981740683317184,
     "m": 1.0
    },
    {
     "p": 0.045802146196365356,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.6085271835327148,
   "val_loss": 1.2937219142913818,
   "acc": 52.86,
   "time": 125.25296893998166,
   "param": [
    {
     "p": 0.07766566425561905,
     "m": 1.0
    },
    {
     "p": 0.04840727522969246,
     "m": 1.0
    },
    {
     "p": 0.08315883576869965,
     "m": 1.0
    },
    {
     "p": 0.06862618774175644,
     "m": 1.0
    },
    {
     "p": 0.047956135123968124,
     "m": 1.0
    },
    {
     "p": 0.08673273026943207,
     "m": 1.0
    },
    {
     "p": 0.056153252720832825,
     "m": 1.0
    },
    {
     "p": 0.07463489472866058,
     "m": 1.0
    },
    {
     "p": 0.0501672737300396,
     "m": 1.0
    },
    {
     "p": 0.06397081166505814,
     "m": 1.0
    },
    {
     "p": 0.07760389894247055,
     "m": 1.0
    },
    {
     "p": 0.07889889925718307,
     "m": 1.0
    },
    {
     "p": 0.09899263828992844,
     "m": 1.0
    },
    {
     "p": 0.08703149110078812,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.651212215423584,
   "val_loss": 1.3232938051223755,
   "acc": 53.87,
   "time": 129.10145708199707,
   "param": [
    {
     "p": 0.09538698941469193,
     "m": 1.0
    },
    {
     "p": 0.04431765154004097,
     "m": 1.0
    },
    {
     "p": 0.07596083730459213,
     "m": 1.0
    },
    {
     "p": 0.047948285937309265,
     "m": 1.0
    },
    {
     "p": 0.038047563284635544,
     "m": 1.0
    },
    {
     "p": 0.09865538775920868,
     "m": 1.0
    },
    {
     "p": 0.07260110974311829,
     "m": 1.0
    },
    {
     "p": 0.07027434557676315,
     "m": 1.0
    },
    {
     "p": 0.06839176267385483,
     "m": 1.0
    },
    {
     "p": 0.08326885849237442,
     "m": 1.0
    },
    {
     "p": 0.05668365955352783,
     "m": 1.0
    },
    {
     "p": 0.06883566826581955,
     "m": 1.0
    },
    {
     "p": 0.09596382081508636,
     "m": 1.0
    },
    {
     "p": 0.08366402238607407,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.6944239139556885,
   "val_loss": 1.173960566520691,
   "acc": 55.92,
   "time": 116.10341649898328,
   "param": [
    {
     "p": 0.09441663324832916,
     "m": 1.0
    },
    {
     "p": 0.045040905475616455,
     "m": 1.0
    },
    {
     "p": 0.08169057220220566,
     "m": 1.0
    },
    {
     "p": 0.06984163075685501,
     "m": 1.0
    },
    {
     "p": 0.03732142969965935,
     "m": 1.0
    },
    {
     "p": 0.09052015095949173,
     "m": 1.0
    },
    {
     "p": 0.05384258180856705,
     "m": 1.0
    },
    {
     "p": 0.07259822636842728,
     "m": 1.0
    },
    {
     "p": 0.07561732828617096,
     "m": 1.0
    },
    {
     "p": 0.09227469563484192,
     "m": 1.0
    },
    {
     "p": 0.07398922741413116,
     "m": 1.0
    },
    {
     "p": 0.08299657702445984,
     "m": 1.0
    },
    {
     "p": 0.08836377412080765,
     "m": 1.0
    },
    {
     "p": 0.04148617759346962,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 1.6566076278686523,
   "val_loss": 1.3055899143218994,
   "acc": 55.01,
   "time": 134.98290501901647,
   "param": [
    {
     "p": 0.0747547596693039,
     "m": 1.0
    },
    {
     "p": 0.031905557960271835,
     "m": 1.0
    },
    {
     "p": 0.07563697546720505,
     "m": 1.0
    },
    {
     "p": 0.03266771137714386,
     "m": 1.0
    },
    {
     "p": 0.06392493098974228,
     "m": 1.0
    },
    {
     "p": 0.0637286826968193,
     "m": 1.0
    },
    {
     "p": 0.08779613673686981,
     "m": 1.0
    },
    {
     "p": 0.06488758325576782,
     "m": 1.0
    },
    {
     "p": 0.07449618726968765,
     "m": 1.0
    },
    {
     "p": 0.09492955356836319,
     "m": 1.0
    },
    {
     "p": 0.09214349091053009,
     "m": 1.0
    },
    {
     "p": 0.08477816730737686,
     "m": 1.0
    },
    {
     "p": 0.0956217348575592,
     "m": 1.0
    },
    {
     "p": 0.06272843480110168,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 1.7113889455795288,
   "val_loss": 1.178713321685791,
   "acc": 55.91,
   "time": 109.77593249897473,
   "param": [
    {
     "p": 0.08974462002515793,
     "m": 1.0
    },
    {
     "p": 0.03667284920811653,
     "m": 1.0
    },
    {
     "p": 0.06907681375741959,
     "m": 1.0
    },
    {
     "p": 0.0641808733344078,
     "m": 1.0
    },
    {
     "p": 0.022364744916558266,
     "m": 1.0
    },
    {
     "p": 0.05067707598209381,
     "m": 1.0
    },
    {
     "p": 0.07744069397449493,
     "m": 1.0
    },
    {
     "p": 0.0528823547065258,
     "m": 1.0
    },
    {
     "p": 0.08835454285144806,
     "m": 1.0
    },
    {
     "p": 0.10754519701004028,
     "m": 1.0
    },
    {
     "p": 0.08579476922750473,
     "m": 1.0
    },
    {
     "p": 0.09104684740304947,
     "m": 1.0
    },
    {
     "p": 0.0990375503897667,
     "m": 1.0
    },
    {
     "p": 0.06518097966909409,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 1.6929513216018677,
   "val_loss": 1.315610647201538,
   "acc": 53.91,
   "time": 108.3508537109883,
   "param": [
    {
     "p": 0.0750369280576706,
     "m": 1.0
    },
    {
     "p": 0.05803041532635689,
     "m": 1.0
    },
    {
     "p": 0.06677542626857758,
     "m": 1.0
    },
    {
     "p": 0.06948806345462799,
     "m": 1.0
    },
    {
     "p": 0.06473146378993988,
     "m": 1.0
    },
    {
     "p": 0.0553973950445652,
     "m": 1.0
    },
    {
     "p": 0.06854825466871262,
     "m": 1.0
    },
    {
     "p": 0.06284461915493011,
     "m": 1.0
    },
    {
     "p": 0.08259197324514389,
     "m": 1.0
    },
    {
     "p": 0.08017159253358841,
     "m": 1.0
    },
    {
     "p": 0.07564438134431839,
     "m": 1.0
    },
    {
     "p": 0.07079442590475082,
     "m": 1.0
    },
    {
     "p": 0.08852420002222061,
     "m": 1.0
    },
    {
     "p": 0.0814208984375,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 1.6563622951507568,
   "val_loss": 1.2510673999786377,
   "acc": 56.65,
   "time": 110.3894280490058,
   "param": [
    {
     "p": 0.06414750218391418,
     "m": 1.0
    },
    {
     "p": 0.04402559995651245,
     "m": 1.0
    },
    {
     "p": 0.0920167937874794,
     "m": 1.0
    },
    {
     "p": 0.06618905067443848,
     "m": 1.0
    },
    {
     "p": 0.03323669359087944,
     "m": 1.0
    },
    {
     "p": 0.05621564760804176,
     "m": 1.0
    },
    {
     "p": 0.07276010513305664,
     "m": 1.0
    },
    {
     "p": 0.07626421004533768,
     "m": 1.0
    },
    {
     "p": 0.09747248888015747,
     "m": 1.0
    },
    {
     "p": 0.09498782455921173,
     "m": 1.0
    },
    {
     "p": 0.06093468889594078,
     "m": 1.0
    },
    {
     "p": 0.08299180865287781,
     "m": 1.0
    },
    {
     "p": 0.10706865787506104,
     "m": 1.0
    },
    {
     "p": 0.05168893560767174,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.6234747171401978,
   "val_loss": 1.177555799484253,
   "acc": 55.58,
   "time": 131.64399471701472,
   "param": [
    {
     "p": 0.0818038061261177,
     "m": 1.0
    },
    {
     "p": 0.0458257794380188,
     "m": 1.0
    },
    {
     "p": 0.09496300667524338,
     "m": 1.0
    },
    {
     "p": 0.04276800528168678,
     "m": 1.0
    },
    {
     "p": 0.03704752400517464,
     "m": 1.0
    },
    {
     "p": 0.061286501586437225,
     "m": 1.0
    },
    {
     "p": 0.07957123965024948,
     "m": 1.0
    },
    {
     "p": 0.07719898223876953,
     "m": 1.0
    },
    {
     "p": 0.07029358297586441,
     "m": 1.0
    },
    {
     "p": 0.09502877295017242,
     "m": 1.0
    },
    {
     "p": 0.06473463028669357,
     "m": 1.0
    },
    {
     "p": 0.10355453938245773,
     "m": 1.0
    },
    {
     "p": 0.07973988354206085,
     "m": 1.0
    },
    {
     "p": 0.06618381291627884,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 1.6999871730804443,
   "val_loss": 1.2439181804656982,
   "acc": 57.41,
   "time": 123.47919335198821,
   "param": [
    {
     "p": 0.07467412203550339,
     "m": 1.0
    },
    {
     "p": 0.04545183479785919,
     "m": 1.0
    },
    {
     "p": 0.10912659764289856,
     "m": 1.0
    },
    {
     "p": 0.06585539132356644,
     "m": 1.0
    },
    {
     "p": 0.07179689407348633,
     "m": 1.0
    },
    {
     "p": 0.08256727457046509,
     "m": 1.0
    },
    {
     "p": 0.06998194754123688,
     "m": 1.0
    },
    {
     "p": 0.04945380240678787,
     "m": 1.0
    },
    {
     "p": 0.0753381997346878,
     "m": 1.0
    },
    {
     "p": 0.06279222667217255,
     "m": 1.0
    },
    {
     "p": 0.06209423393011093,
     "m": 1.0
    },
    {
     "p": 0.08449479192495346,
     "m": 1.0
    },
    {
     "p": 0.07514096796512604,
     "m": 1.0
    },
    {
     "p": 0.07123168557882309,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 1.5752755403518677,
   "val_loss": 1.3041590452194214,
   "acc": 57.46,
   "time": 135.37443844397785,
   "param": [
    {
     "p": 0.10461259633302689,
     "m": 1.0
    },
    {
     "p": 0.04692987725138664,
     "m": 1.0
    },
    {
     "p": 0.07784927636384964,
     "m": 1.0
    },
    {
     "p": 0.0676189735531807,
     "m": 1.0
    },
    {
     "p": 0.04885769262909889,
     "m": 1.0
    },
    {
     "p": 0.09590227156877518,
     "m": 1.0
    },
    {
     "p": 0.06654846668243408,
     "m": 1.0
    },
    {
     "p": 0.06271984428167343,
     "m": 1.0
    },
    {
     "p": 0.06140292063355446,
     "m": 1.0
    },
    {
     "p": 0.08013167232275009,
     "m": 1.0
    },
    {
     "p": 0.08444301038980484,
     "m": 1.0
    },
    {
     "p": 0.0691734254360199,
     "m": 1.0
    },
    {
     "p": 0.07686461508274078,
     "m": 1.0
    },
    {
     "p": 0.05694546923041344,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 1.4360909461975098,
   "val_loss": 1.2083563804626465,
   "acc": 57.48,
   "time": 111.74431152100442,
   "param": [
    {
     "p": 0.07705719023942947,
     "m": 1.0
    },
    {
     "p": 0.05522000789642334,
     "m": 1.0
    },
    {
     "p": 0.07271738350391388,
     "m": 1.0
    },
    {
     "p": 0.05471455678343773,
     "m": 1.0
    },
    {
     "p": 0.07797686755657196,
     "m": 1.0
    },
    {
     "p": 0.07678887248039246,
     "m": 1.0
    },
    {
     "p": 0.07177995145320892,
     "m": 1.0
    },
    {
     "p": 0.0785449743270874,
     "m": 1.0
    },
    {
     "p": 0.07445855438709259,
     "m": 1.0
    },
    {
     "p": 0.07827652245759964,
     "m": 1.0
    },
    {
     "p": 0.06610747426748276,
     "m": 1.0
    },
    {
     "p": 0.062598317861557,
     "m": 1.0
    },
    {
     "p": 0.08920221030712128,
     "m": 1.0
    },
    {
     "p": 0.06455705314874649,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 1.5524080991744995,
   "val_loss": 1.1788586378097534,
   "acc": 59.22,
   "time": 133.36441016598837,
   "param": [
    {
     "p": 0.0652618482708931,
     "m": 1.0
    },
    {
     "p": 0.0632103979587555,
     "m": 1.0
    },
    {
     "p": 0.08007553219795227,
     "m": 1.0
    },
    {
     "p": 0.05007899925112724,
     "m": 1.0
    },
    {
     "p": 0.06155463680624962,
     "m": 1.0
    },
    {
     "p": 0.055833641439676285,
     "m": 1.0
    },
    {
     "p": 0.08294133096933365,
     "m": 1.0
    },
    {
     "p": 0.06798755377531052,
     "m": 1.0
    },
    {
     "p": 0.07502073794603348,
     "m": 1.0
    },
    {
     "p": 0.08286462724208832,
     "m": 1.0
    },
    {
     "p": 0.07770772278308868,
     "m": 1.0
    },
    {
     "p": 0.06818243116140366,
     "m": 1.0
    },
    {
     "p": 0.10785508900880814,
     "m": 1.0
    },
    {
     "p": 0.06142546236515045,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 1.49566650390625,
   "val_loss": 1.1637344360351562,
   "acc": 59.3,
   "time": 109.6901651250082,
   "param": [
    {
     "p": 0.11003151535987854,
     "m": 1.0
    },
    {
     "p": 0.049998607486486435,
     "m": 1.0
    },
    {
     "p": 0.07541324943304062,
     "m": 1.0
    },
    {
     "p": 0.057896774262189865,
     "m": 1.0
    },
    {
     "p": 0.03760816529393196,
     "m": 1.0
    },
    {
     "p": 0.07396471500396729,
     "m": 1.0
    },
    {
     "p": 0.06475553661584854,
     "m": 1.0
    },
    {
     "p": 0.06756143271923065,
     "m": 1.0
    },
    {
     "p": 0.06612526625394821,
     "m": 1.0
    },
    {
     "p": 0.1035461574792862,
     "m": 1.0
    },
    {
     "p": 0.06300435215234756,
     "m": 1.0
    },
    {
     "p": 0.08799678832292557,
     "m": 1.0
    },
    {
     "p": 0.07734904438257217,
     "m": 1.0
    },
    {
     "p": 0.06474847346544266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 1.3960505723953247,
   "val_loss": 1.1004785299301147,
   "acc": 59.55,
   "time": 111.02820119500393,
   "param": [
    {
     "p": 0.086711585521698,
     "m": 1.0
    },
    {
     "p": 0.058820344507694244,
     "m": 1.0
    },
    {
     "p": 0.06034111604094505,
     "m": 1.0
    },
    {
     "p": 0.060117341578006744,
     "m": 1.0
    },
    {
     "p": 0.0718827173113823,
     "m": 1.0
    },
    {
     "p": 0.05504193902015686,
     "m": 1.0
    },
    {
     "p": 0.06314172595739365,
     "m": 1.0
    },
    {
     "p": 0.07215623557567596,
     "m": 1.0
    },
    {
     "p": 0.07088814675807953,
     "m": 1.0
    },
    {
     "p": 0.08739939332008362,
     "m": 1.0
    },
    {
     "p": 0.07236038893461227,
     "m": 1.0
    },
    {
     "p": 0.08669275045394897,
     "m": 1.0
    },
    {
     "p": 0.0774884894490242,
     "m": 1.0
    },
    {
     "p": 0.07695797830820084,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 1.4121758937835693,
   "val_loss": 1.202185869216919,
   "acc": 57.47,
   "time": 110.78761614699033,
   "param": [
    {
     "p": 0.0840054303407669,
     "m": 1.0
    },
    {
     "p": 0.058068811893463135,
     "m": 1.0
    },
    {
     "p": 0.07720988988876343,
     "m": 1.0
    },
    {
     "p": 0.056766703724861145,
     "m": 1.0
    },
    {
     "p": 0.0448182113468647,
     "m": 1.0
    },
    {
     "p": 0.08714647591114044,
     "m": 1.0
    },
    {
     "p": 0.07143834978342056,
     "m": 1.0
    },
    {
     "p": 0.06610781699419022,
     "m": 1.0
    },
    {
     "p": 0.07461841404438019,
     "m": 1.0
    },
    {
     "p": 0.07797803729772568,
     "m": 1.0
    },
    {
     "p": 0.0664835274219513,
     "m": 1.0
    },
    {
     "p": 0.0972590520977974,
     "m": 1.0
    },
    {
     "p": 0.09156215935945511,
     "m": 1.0
    },
    {
     "p": 0.0465371236205101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 1.3560106754302979,
   "val_loss": 1.2328925132751465,
   "acc": 60.23,
   "time": 110.9869359509903,
   "param": [
    {
     "p": 0.08196333050727844,
     "m": 1.0
    },
    {
     "p": 0.03200221061706543,
     "m": 1.0
    },
    {
     "p": 0.09513440728187561,
     "m": 1.0
    },
    {
     "p": 0.05736547335982323,
     "m": 1.0
    },
    {
     "p": 0.05198042094707489,
     "m": 1.0
    },
    {
     "p": 0.08177981525659561,
     "m": 1.0
    },
    {
     "p": 0.07808374613523483,
     "m": 1.0
    },
    {
     "p": 0.04185054451227188,
     "m": 1.0
    },
    {
     "p": 0.0693812370300293,
     "m": 1.0
    },
    {
     "p": 0.08558651059865952,
     "m": 1.0
    },
    {
     "p": 0.07440679520368576,
     "m": 1.0
    },
    {
     "p": 0.08379599452018738,
     "m": 1.0
    },
    {
     "p": 0.10362899303436279,
     "m": 1.0
    },
    {
     "p": 0.06304056942462921,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 1.564392328262329,
   "val_loss": 1.2487550973892212,
   "acc": 60.32,
   "time": 110.1366615149891,
   "param": [
    {
     "p": 0.060668885707855225,
     "m": 1.0
    },
    {
     "p": 0.07497791200876236,
     "m": 1.0
    },
    {
     "p": 0.086924247443676,
     "m": 1.0
    },
    {
     "p": 0.04032711684703827,
     "m": 1.0
    },
    {
     "p": 0.043268825858831406,
     "m": 1.0
    },
    {
     "p": 0.06649493426084518,
     "m": 1.0
    },
    {
     "p": 0.06996846199035645,
     "m": 1.0
    },
    {
     "p": 0.06586552411317825,
     "m": 1.0
    },
    {
     "p": 0.06703457236289978,
     "m": 1.0
    },
    {
     "p": 0.10014710575342178,
     "m": 1.0
    },
    {
     "p": 0.0885927677154541,
     "m": 1.0
    },
    {
     "p": 0.08888588845729828,
     "m": 1.0
    },
    {
     "p": 0.0890902727842331,
     "m": 1.0
    },
    {
     "p": 0.05775343254208565,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 1.5495284795761108,
   "val_loss": 1.030603289604187,
   "acc": 60.33,
   "time": 123.85355651800637,
   "param": [
    {
     "p": 0.09420616179704666,
     "m": 1.0
    },
    {
     "p": 0.045384153723716736,
     "m": 1.0
    },
    {
     "p": 0.09467016905546188,
     "m": 1.0
    },
    {
     "p": 0.06604786217212677,
     "m": 1.0
    },
    {
     "p": 0.04234742000699043,
     "m": 1.0
    },
    {
     "p": 0.05685193091630936,
     "m": 1.0
    },
    {
     "p": 0.06568451970815659,
     "m": 1.0
    },
    {
     "p": 0.07244217395782471,
     "m": 1.0
    },
    {
     "p": 0.06538291275501251,
     "m": 1.0
    },
    {
     "p": 0.06555187702178955,
     "m": 1.0
    },
    {
     "p": 0.08343078941106796,
     "m": 1.0
    },
    {
     "p": 0.08984304964542389,
     "m": 1.0
    },
    {
     "p": 0.09716540575027466,
     "m": 1.0
    },
    {
     "p": 0.06099162995815277,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 1.4491078853607178,
   "val_loss": 1.26494562625885,
   "acc": 59.56,
   "time": 110.07326447201194,
   "param": [
    {
     "p": 0.07137813419103622,
     "m": 1.0
    },
    {
     "p": 0.043946508318185806,
     "m": 1.0
    },
    {
     "p": 0.08627314120531082,
     "m": 1.0
    },
    {
     "p": 0.060649625957012177,
     "m": 1.0
    },
    {
     "p": 0.06498763710260391,
     "m": 1.0
    },
    {
     "p": 0.07826091349124908,
     "m": 1.0
    },
    {
     "p": 0.0812181606888771,
     "m": 1.0
    },
    {
     "p": 0.06576857715845108,
     "m": 1.0
    },
    {
     "p": 0.07395155727863312,
     "m": 1.0
    },
    {
     "p": 0.08756957948207855,
     "m": 1.0
    },
    {
     "p": 0.06944919377565384,
     "m": 1.0
    },
    {
     "p": 0.08136651664972305,
     "m": 1.0
    },
    {
     "p": 0.07913658767938614,
     "m": 1.0
    },
    {
     "p": 0.0560438334941864,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 1.450169324874878,
   "val_loss": 1.1356234550476074,
   "acc": 61.23,
   "time": 110.2338127999974,
   "param": [
    {
     "p": 0.09968135505914688,
     "m": 1.0
    },
    {
     "p": 0.03476519510149956,
     "m": 1.0
    },
    {
     "p": 0.08358146250247955,
     "m": 1.0
    },
    {
     "p": 0.04074281081557274,
     "m": 1.0
    },
    {
     "p": 0.04831896349787712,
     "m": 1.0
    },
    {
     "p": 0.0491735078394413,
     "m": 1.0
    },
    {
     "p": 0.06616292893886566,
     "m": 1.0
    },
    {
     "p": 0.07012373954057693,
     "m": 1.0
    },
    {
     "p": 0.07207668572664261,
     "m": 1.0
    },
    {
     "p": 0.0912938043475151,
     "m": 1.0
    },
    {
     "p": 0.09121505171060562,
     "m": 1.0
    },
    {
     "p": 0.1027771607041359,
     "m": 1.0
    },
    {
     "p": 0.09276805073022842,
     "m": 1.0
    },
    {
     "p": 0.05731934309005737,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 1.4762442111968994,
   "val_loss": 1.1262550354003906,
   "acc": 60.6,
   "time": 120.80145658398396,
   "param": [
    {
     "p": 0.09205249696969986,
     "m": 1.0
    },
    {
     "p": 0.04401557147502899,
     "m": 1.0
    },
    {
     "p": 0.0890146940946579,
     "m": 1.0
    },
    {
     "p": 0.07981622219085693,
     "m": 1.0
    },
    {
     "p": 0.04317145049571991,
     "m": 1.0
    },
    {
     "p": 0.05826016515493393,
     "m": 1.0
    },
    {
     "p": 0.06552223116159439,
     "m": 1.0
    },
    {
     "p": 0.05160076916217804,
     "m": 1.0
    },
    {
     "p": 0.07376930862665176,
     "m": 1.0
    },
    {
     "p": 0.08371428400278091,
     "m": 1.0
    },
    {
     "p": 0.09603346884250641,
     "m": 1.0
    },
    {
     "p": 0.0673457533121109,
     "m": 1.0
    },
    {
     "p": 0.09434111416339874,
     "m": 1.0
    },
    {
     "p": 0.061342496424913406,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 1.454531192779541,
   "val_loss": 1.1537922620773315,
   "acc": 61.11,
   "time": 111.14887510699918,
   "param": [
    {
     "p": 0.08813063055276871,
     "m": 1.0
    },
    {
     "p": 0.04218496382236481,
     "m": 1.0
    },
    {
     "p": 0.06741141527891159,
     "m": 1.0
    },
    {
     "p": 0.0701250210404396,
     "m": 1.0
    },
    {
     "p": 0.07095328718423843,
     "m": 1.0
    },
    {
     "p": 0.05365435406565666,
     "m": 1.0
    },
    {
     "p": 0.08581281453371048,
     "m": 1.0
    },
    {
     "p": 0.055258724838495255,
     "m": 1.0
    },
    {
     "p": 0.07852036505937576,
     "m": 1.0
    },
    {
     "p": 0.07495754212141037,
     "m": 1.0
    },
    {
     "p": 0.0753636583685875,
     "m": 1.0
    },
    {
     "p": 0.09807991236448288,
     "m": 1.0
    },
    {
     "p": 0.08165132254362106,
     "m": 1.0
    },
    {
     "p": 0.057896070182323456,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 1.404815673828125,
   "val_loss": 1.1554049253463745,
   "acc": 61.8,
   "time": 110.56888865298242,
   "param": [
    {
     "p": 0.08977951109409332,
     "m": 1.0
    },
    {
     "p": 0.03731777146458626,
     "m": 1.0
    },
    {
     "p": 0.10111137479543686,
     "m": 1.0
    },
    {
     "p": 0.030325455591082573,
     "m": 1.0
    },
    {
     "p": 0.056248340755701065,
     "m": 1.0
    },
    {
     "p": 0.10096020251512527,
     "m": 1.0
    },
    {
     "p": 0.07822814583778381,
     "m": 1.0
    },
    {
     "p": 0.05326644703745842,
     "m": 1.0
    },
    {
     "p": 0.06983980536460876,
     "m": 1.0
    },
    {
     "p": 0.07647226750850677,
     "m": 1.0
    },
    {
     "p": 0.061446916311979294,
     "m": 1.0
    },
    {
     "p": 0.08656477928161621,
     "m": 1.0
    },
    {
     "p": 0.1004740446805954,
     "m": 1.0
    },
    {
     "p": 0.0579649955034256,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 1.227638840675354,
   "val_loss": 1.1573057174682617,
   "acc": 60.51,
   "time": 130.48578927398194,
   "param": [
    {
     "p": 0.09277544170618057,
     "m": 1.0
    },
    {
     "p": 0.037666719406843185,
     "m": 1.0
    },
    {
     "p": 0.08497903496026993,
     "m": 1.0
    },
    {
     "p": 0.04812217503786087,
     "m": 1.0
    },
    {
     "p": 0.0575002059340477,
     "m": 1.0
    },
    {
     "p": 0.07748629152774811,
     "m": 1.0
    },
    {
     "p": 0.07513391971588135,
     "m": 1.0
    },
    {
     "p": 0.06339947879314423,
     "m": 1.0
    },
    {
     "p": 0.07203295826911926,
     "m": 1.0
    },
    {
     "p": 0.07480742037296295,
     "m": 1.0
    },
    {
     "p": 0.07303573191165924,
     "m": 1.0
    },
    {
     "p": 0.07393927127122879,
     "m": 1.0
    },
    {
     "p": 0.10473919659852982,
     "m": 1.0
    },
    {
     "p": 0.0643821507692337,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 1.3857334852218628,
   "val_loss": 1.0909157991409302,
   "acc": 62.33,
   "time": 110.83940704600536,
   "param": [
    {
     "p": 0.07964527606964111,
     "m": 1.0
    },
    {
     "p": 0.02411314658820629,
     "m": 1.0
    },
    {
     "p": 0.10018948465585709,
     "m": 1.0
    },
    {
     "p": 0.051505476236343384,
     "m": 1.0
    },
    {
     "p": 0.052362024784088135,
     "m": 1.0
    },
    {
     "p": 0.05205197632312775,
     "m": 1.0
    },
    {
     "p": 0.08188240230083466,
     "m": 1.0
    },
    {
     "p": 0.0631556287407875,
     "m": 1.0
    },
    {
     "p": 0.09910266846418381,
     "m": 1.0
    },
    {
     "p": 0.08542253822088242,
     "m": 1.0
    },
    {
     "p": 0.07298481464385986,
     "m": 1.0
    },
    {
     "p": 0.0869554951786995,
     "m": 1.0
    },
    {
     "p": 0.09871287643909454,
     "m": 1.0
    },
    {
     "p": 0.05191614851355553,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 1.4311981201171875,
   "val_loss": 1.032405138015747,
   "acc": 62.54,
   "time": 110.03566966200015,
   "param": [
    {
     "p": 0.09415755420923233,
     "m": 1.0
    },
    {
     "p": 0.05557861924171448,
     "m": 1.0
    },
    {
     "p": 0.07994255423545837,
     "m": 1.0
    },
    {
     "p": 0.086216039955616,
     "m": 1.0
    },
    {
     "p": 0.04371092841029167,
     "m": 1.0
    },
    {
     "p": 0.05019695311784744,
     "m": 1.0
    },
    {
     "p": 0.08835062384605408,
     "m": 1.0
    },
    {
     "p": 0.05346837639808655,
     "m": 1.0
    },
    {
     "p": 0.06908255815505981,
     "m": 1.0
    },
    {
     "p": 0.07199786603450775,
     "m": 1.0
    },
    {
     "p": 0.055402860045433044,
     "m": 1.0
    },
    {
     "p": 0.09618697315454483,
     "m": 1.0
    },
    {
     "p": 0.08591815084218979,
     "m": 1.0
    },
    {
     "p": 0.06978993862867355,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 1.6594189405441284,
   "val_loss": 1.0974953174591064,
   "acc": 61.74,
   "time": 126.99939273000928,
   "param": [
    {
     "p": 0.08358730375766754,
     "m": 1.0
    },
    {
     "p": 0.062239594757556915,
     "m": 1.0
    },
    {
     "p": 0.0912698283791542,
     "m": 1.0
    },
    {
     "p": 0.07495925575494766,
     "m": 1.0
    },
    {
     "p": 0.05439520627260208,
     "m": 1.0
    },
    {
     "p": 0.053814176470041275,
     "m": 1.0
    },
    {
     "p": 0.06715228408575058,
     "m": 1.0
    },
    {
     "p": 0.05103634297847748,
     "m": 1.0
    },
    {
     "p": 0.075587697327137,
     "m": 1.0
    },
    {
     "p": 0.09073803573846817,
     "m": 1.0
    },
    {
     "p": 0.051451537758111954,
     "m": 1.0
    },
    {
     "p": 0.08721163123846054,
     "m": 1.0
    },
    {
     "p": 0.09298300743103027,
     "m": 1.0
    },
    {
     "p": 0.06357415020465851,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 1.3426263332366943,
   "val_loss": 1.0474947690963745,
   "acc": 63.31,
   "time": 124.20529997901758,
   "param": [
    {
     "p": 0.06454428285360336,
     "m": 1.0
    },
    {
     "p": 0.0756102204322815,
     "m": 1.0
    },
    {
     "p": 0.07683858275413513,
     "m": 1.0
    },
    {
     "p": 0.0554228276014328,
     "m": 1.0
    },
    {
     "p": 0.0421626977622509,
     "m": 1.0
    },
    {
     "p": 0.08292671293020248,
     "m": 1.0
    },
    {
     "p": 0.07616935670375824,
     "m": 1.0
    },
    {
     "p": 0.06487157195806503,
     "m": 1.0
    },
    {
     "p": 0.07682713866233826,
     "m": 1.0
    },
    {
     "p": 0.08440819382667542,
     "m": 1.0
    },
    {
     "p": 0.06430109590291977,
     "m": 1.0
    },
    {
     "p": 0.0775858461856842,
     "m": 1.0
    },
    {
     "p": 0.09326938539743423,
     "m": 1.0
    },
    {
     "p": 0.0650620311498642,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 1.336946725845337,
   "val_loss": 1.0359289646148682,
   "acc": 62.98,
   "time": 131.30437012200127,
   "param": [
    {
     "p": 0.08377105742692947,
     "m": 1.0
    },
    {
     "p": 0.06218404322862625,
     "m": 1.0
    },
    {
     "p": 0.08076347410678864,
     "m": 1.0
    },
    {
     "p": 0.0543132908642292,
     "m": 1.0
    },
    {
     "p": 0.08854244649410248,
     "m": 1.0
    },
    {
     "p": 0.016551313921809196,
     "m": 1.0
    },
    {
     "p": 0.06526908278465271,
     "m": 1.0
    },
    {
     "p": 0.07657856494188309,
     "m": 1.0
    },
    {
     "p": 0.056429918855428696,
     "m": 1.0
    },
    {
     "p": 0.0824396014213562,
     "m": 1.0
    },
    {
     "p": 0.06707246601581573,
     "m": 1.0
    },
    {
     "p": 0.08607800304889679,
     "m": 1.0
    },
    {
     "p": 0.10744214057922363,
     "m": 1.0
    },
    {
     "p": 0.07256459444761276,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 1.411576509475708,
   "val_loss": 0.956809401512146,
   "acc": 64.92,
   "time": 111.07219248599722,
   "param": [
    {
     "p": 0.06813625991344452,
     "m": 1.0
    },
    {
     "p": 0.04842987656593323,
     "m": 1.0
    },
    {
     "p": 0.09135792404413223,
     "m": 1.0
    },
    {
     "p": 0.0636187344789505,
     "m": 1.0
    },
    {
     "p": 0.060504086315631866,
     "m": 1.0
    },
    {
     "p": 0.039521317929029465,
     "m": 1.0
    },
    {
     "p": 0.10895263403654099,
     "m": 1.0
    },
    {
     "p": 0.07329148799180984,
     "m": 1.0
    },
    {
     "p": 0.04029269516468048,
     "m": 1.0
    },
    {
     "p": 0.08301616460084915,
     "m": 1.0
    },
    {
     "p": 0.09426640719175339,
     "m": 1.0
    },
    {
     "p": 0.08584978431463242,
     "m": 1.0
    },
    {
     "p": 0.09119100868701935,
     "m": 1.0
    },
    {
     "p": 0.05157166346907616,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 1.2114285230636597,
   "val_loss": 0.9577766060829163,
   "acc": 64.22,
   "time": 129.84799853898585,
   "param": [
    {
     "p": 0.1172531470656395,
     "m": 1.0
    },
    {
     "p": 0.0491681806743145,
     "m": 1.0
    },
    {
     "p": 0.09278275817632675,
     "m": 1.0
    },
    {
     "p": 0.03768179193139076,
     "m": 1.0
    },
    {
     "p": 0.07109693437814713,
     "m": 1.0
    },
    {
     "p": 0.07223960757255554,
     "m": 1.0
    },
    {
     "p": 0.05096150562167168,
     "m": 1.0
    },
    {
     "p": 0.04881972819566727,
     "m": 1.0
    },
    {
     "p": 0.06803189963102341,
     "m": 1.0
    },
    {
     "p": 0.06461440026760101,
     "m": 1.0
    },
    {
     "p": 0.09654468297958374,
     "m": 1.0
    },
    {
     "p": 0.07496479153633118,
     "m": 1.0
    },
    {
     "p": 0.06735217571258545,
     "m": 1.0
    },
    {
     "p": 0.08848834037780762,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 1.4041334390640259,
   "val_loss": 0.9922807812690735,
   "acc": 64.09,
   "time": 111.6964360300044,
   "param": [
    {
     "p": 0.07597470283508301,
     "m": 1.0
    },
    {
     "p": 0.056595105677843094,
     "m": 1.0
    },
    {
     "p": 0.06782351434230804,
     "m": 1.0
    },
    {
     "p": 0.07021285593509674,
     "m": 1.0
    },
    {
     "p": 0.05520939454436302,
     "m": 1.0
    },
    {
     "p": 0.07660633325576782,
     "m": 1.0
    },
    {
     "p": 0.07528916001319885,
     "m": 1.0
    },
    {
     "p": 0.05419061332941055,
     "m": 1.0
    },
    {
     "p": 0.08329266309738159,
     "m": 1.0
    },
    {
     "p": 0.0879913792014122,
     "m": 1.0
    },
    {
     "p": 0.06439503282308578,
     "m": 1.0
    },
    {
     "p": 0.07085266709327698,
     "m": 1.0
    },
    {
     "p": 0.09237834066152573,
     "m": 1.0
    },
    {
     "p": 0.069188192486763,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 1.4077513217926025,
   "val_loss": 0.9986507296562195,
   "acc": 64.85,
   "time": 109.83150835501147,
   "param": [
    {
     "p": 0.07861069589853287,
     "m": 1.0
    },
    {
     "p": 0.04992365092039108,
     "m": 1.0
    },
    {
     "p": 0.08057956397533417,
     "m": 1.0
    },
    {
     "p": 0.05835961177945137,
     "m": 1.0
    },
    {
     "p": 0.04042375087738037,
     "m": 1.0
    },
    {
     "p": 0.07013922929763794,
     "m": 1.0
    },
    {
     "p": 0.06533710658550262,
     "m": 1.0
    },
    {
     "p": 0.06069668009877205,
     "m": 1.0
    },
    {
     "p": 0.08194827288389206,
     "m": 1.0
    },
    {
     "p": 0.08803082257509232,
     "m": 1.0
    },
    {
     "p": 0.0763275995850563,
     "m": 1.0
    },
    {
     "p": 0.07837561517953873,
     "m": 1.0
    },
    {
     "p": 0.09439122676849365,
     "m": 1.0
    },
    {
     "p": 0.07685623317956924,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 1.4631434679031372,
   "val_loss": 1.0237270593643188,
   "acc": 64.58,
   "time": 110.31076810302329,
   "param": [
    {
     "p": 0.07222088426351547,
     "m": 1.0
    },
    {
     "p": 0.049736641347408295,
     "m": 1.0
    },
    {
     "p": 0.07986944913864136,
     "m": 1.0
    },
    {
     "p": 0.06183464080095291,
     "m": 1.0
    },
    {
     "p": 0.058013513684272766,
     "m": 1.0
    },
    {
     "p": 0.07272609323263168,
     "m": 1.0
    },
    {
     "p": 0.08174574375152588,
     "m": 1.0
    },
    {
     "p": 0.08542060852050781,
     "m": 1.0
    },
    {
     "p": 0.06971878558397293,
     "m": 1.0
    },
    {
     "p": 0.07515871524810791,
     "m": 1.0
    },
    {
     "p": 0.06638871878385544,
     "m": 1.0
    },
    {
     "p": 0.07559553533792496,
     "m": 1.0
    },
    {
     "p": 0.08464105427265167,
     "m": 1.0
    },
    {
     "p": 0.06692961603403091,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 1.2949068546295166,
   "val_loss": 0.943515419960022,
   "acc": 64.66,
   "time": 132.62838201699196,
   "param": [
    {
     "p": 0.08836869895458221,
     "m": 1.0
    },
    {
     "p": 0.0567350909113884,
     "m": 1.0
    },
    {
     "p": 0.07932417839765549,
     "m": 1.0
    },
    {
     "p": 0.04754460230469704,
     "m": 1.0
    },
    {
     "p": 0.04841111972928047,
     "m": 1.0
    },
    {
     "p": 0.06227356567978859,
     "m": 1.0
    },
    {
     "p": 0.07459139078855515,
     "m": 1.0
    },
    {
     "p": 0.06900323182344437,
     "m": 1.0
    },
    {
     "p": 0.08471693843603134,
     "m": 1.0
    },
    {
     "p": 0.07506180554628372,
     "m": 1.0
    },
    {
     "p": 0.08701890707015991,
     "m": 1.0
    },
    {
     "p": 0.09225886315107346,
     "m": 1.0
    },
    {
     "p": 0.06455442309379578,
     "m": 1.0
    },
    {
     "p": 0.070137158036232,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 1.175037145614624,
   "val_loss": 0.9769037961959839,
   "acc": 63.3,
   "time": 124.61216745097772,
   "param": [
    {
     "p": 0.08801693469285965,
     "m": 1.0
    },
    {
     "p": 0.057530682533979416,
     "m": 1.0
    },
    {
     "p": 0.08955846726894379,
     "m": 1.0
    },
    {
     "p": 0.07531880587339401,
     "m": 1.0
    },
    {
     "p": 0.07790025323629379,
     "m": 1.0
    },
    {
     "p": 0.06239375099539757,
     "m": 1.0
    },
    {
     "p": 0.07051033526659012,
     "m": 1.0
    },
    {
     "p": 0.06650643795728683,
     "m": 1.0
    },
    {
     "p": 0.0533284991979599,
     "m": 1.0
    },
    {
     "p": 0.07724490016698837,
     "m": 1.0
    },
    {
     "p": 0.07779661566019058,
     "m": 1.0
    },
    {
     "p": 0.06858998537063599,
     "m": 1.0
    },
    {
     "p": 0.07889775931835175,
     "m": 1.0
    },
    {
     "p": 0.056406572461128235,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 1.2990450859069824,
   "val_loss": 1.0554181337356567,
   "acc": 64.73,
   "time": 127.01409537100699,
   "param": [
    {
     "p": 0.07342853397130966,
     "m": 1.0
    },
    {
     "p": 0.06149224191904068,
     "m": 1.0
    },
    {
     "p": 0.07428902387619019,
     "m": 1.0
    },
    {
     "p": 0.07023435086011887,
     "m": 1.0
    },
    {
     "p": 0.06472219526767731,
     "m": 1.0
    },
    {
     "p": 0.057566411793231964,
     "m": 1.0
    },
    {
     "p": 0.05839391425251961,
     "m": 1.0
    },
    {
     "p": 0.07838582992553711,
     "m": 1.0
    },
    {
     "p": 0.07677410542964935,
     "m": 1.0
    },
    {
     "p": 0.08422189205884933,
     "m": 1.0
    },
    {
     "p": 0.06690941005945206,
     "m": 1.0
    },
    {
     "p": 0.08701829612255096,
     "m": 1.0
    },
    {
     "p": 0.0659555122256279,
     "m": 1.0
    },
    {
     "p": 0.08060825616121292,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 1.438172459602356,
   "val_loss": 1.1005287170410156,
   "acc": 64.61,
   "time": 112.66986314099631,
   "param": [
    {
     "p": 0.07671240717172623,
     "m": 1.0
    },
    {
     "p": 0.04666601121425629,
     "m": 1.0
    },
    {
     "p": 0.0794273242354393,
     "m": 1.0
    },
    {
     "p": 0.061420366168022156,
     "m": 1.0
    },
    {
     "p": 0.06395075470209122,
     "m": 1.0
    },
    {
     "p": 0.0689605325460434,
     "m": 1.0
    },
    {
     "p": 0.09210708737373352,
     "m": 1.0
    },
    {
     "p": 0.07544896751642227,
     "m": 1.0
    },
    {
     "p": 0.057391129434108734,
     "m": 1.0
    },
    {
     "p": 0.0725042000412941,
     "m": 1.0
    },
    {
     "p": 0.0632072240114212,
     "m": 1.0
    },
    {
     "p": 0.07585187256336212,
     "m": 1.0
    },
    {
     "p": 0.07689449191093445,
     "m": 1.0
    },
    {
     "p": 0.08945762366056442,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 1.2129842042922974,
   "val_loss": 1.0515248775482178,
   "acc": 66.02,
   "time": 135.7110951450013,
   "param": [
    {
     "p": 0.09228598326444626,
     "m": 1.0
    },
    {
     "p": 0.06738785654306412,
     "m": 1.0
    },
    {
     "p": 0.09501997381448746,
     "m": 1.0
    },
    {
     "p": 0.056630175560712814,
     "m": 1.0
    },
    {
     "p": 0.06175997108221054,
     "m": 1.0
    },
    {
     "p": 0.06393931806087494,
     "m": 1.0
    },
    {
     "p": 0.07392074167728424,
     "m": 1.0
    },
    {
     "p": 0.07525012642145157,
     "m": 1.0
    },
    {
     "p": 0.06947347521781921,
     "m": 1.0
    },
    {
     "p": 0.06435523927211761,
     "m": 1.0
    },
    {
     "p": 0.061915669590234756,
     "m": 1.0
    },
    {
     "p": 0.08301453292369843,
     "m": 1.0
    },
    {
     "p": 0.06408040970563889,
     "m": 1.0
    },
    {
     "p": 0.070966437458992,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 1.3203519582748413,
   "val_loss": 1.0426985025405884,
   "acc": 65.83,
   "time": 123.57355947999167,
   "param": [
    {
     "p": 0.08575276285409927,
     "m": 1.0
    },
    {
     "p": 0.07685141265392303,
     "m": 1.0
    },
    {
     "p": 0.0952773317694664,
     "m": 1.0
    },
    {
     "p": 0.010600801557302475,
     "m": 1.0
    },
    {
     "p": 0.07588554918766022,
     "m": 1.0
    },
    {
     "p": 0.05411302298307419,
     "m": 1.0
    },
    {
     "p": 0.08179380744695663,
     "m": 1.0
    },
    {
     "p": 0.054561797529459,
     "m": 1.0
    },
    {
     "p": 0.08711880445480347,
     "m": 1.0
    },
    {
     "p": 0.05860644578933716,
     "m": 1.0
    },
    {
     "p": 0.08910035341978073,
     "m": 1.0
    },
    {
     "p": 0.0916796326637268,
     "m": 1.0
    },
    {
     "p": 0.07588259130716324,
     "m": 1.0
    },
    {
     "p": 0.06277559697628021,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 1.3358622789382935,
   "val_loss": 0.9100542068481445,
   "acc": 66.13,
   "time": 109.28918643001816,
   "param": [
    {
     "p": 0.07534635812044144,
     "m": 1.0
    },
    {
     "p": 0.05085555091500282,
     "m": 1.0
    },
    {
     "p": 0.08827491849660873,
     "m": 1.0
    },
    {
     "p": 0.05596615746617317,
     "m": 1.0
    },
    {
     "p": 0.06454695761203766,
     "m": 1.0
    },
    {
     "p": 0.07235071063041687,
     "m": 1.0
    },
    {
     "p": 0.07917895168066025,
     "m": 1.0
    },
    {
     "p": 0.06849849224090576,
     "m": 1.0
    },
    {
     "p": 0.06343480944633484,
     "m": 1.0
    },
    {
     "p": 0.080723337829113,
     "m": 1.0
    },
    {
     "p": 0.09062287211418152,
     "m": 1.0
    },
    {
     "p": 0.07556645572185516,
     "m": 1.0
    },
    {
     "p": 0.08290265500545502,
     "m": 1.0
    },
    {
     "p": 0.051731713116168976,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 1.4602243900299072,
   "val_loss": 0.9836169481277466,
   "acc": 65.18,
   "time": 111.38940673699835,
   "param": [
    {
     "p": 0.07294029742479324,
     "m": 1.0
    },
    {
     "p": 0.06781573593616486,
     "m": 1.0
    },
    {
     "p": 0.07854318618774414,
     "m": 1.0
    },
    {
     "p": 0.053542472422122955,
     "m": 1.0
    },
    {
     "p": 0.06759528815746307,
     "m": 1.0
    },
    {
     "p": 0.05153759568929672,
     "m": 1.0
    },
    {
     "p": 0.08256116509437561,
     "m": 1.0
    },
    {
     "p": 0.07145990431308746,
     "m": 1.0
    },
    {
     "p": 0.07650960236787796,
     "m": 1.0
    },
    {
     "p": 0.07102101296186447,
     "m": 1.0
    },
    {
     "p": 0.07330343872308731,
     "m": 1.0
    },
    {
     "p": 0.08138073980808258,
     "m": 1.0
    },
    {
     "p": 0.10048584640026093,
     "m": 1.0
    },
    {
     "p": 0.05130362883210182,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 1.4620778560638428,
   "val_loss": 1.0397840738296509,
   "acc": 66.47,
   "time": 111.09983082200051,
   "param": [
    {
     "p": 0.08768710494041443,
     "m": 1.0
    },
    {
     "p": 0.034777991473674774,
     "m": 1.0
    },
    {
     "p": 0.07488712668418884,
     "m": 1.0
    },
    {
     "p": 0.04623148590326309,
     "m": 1.0
    },
    {
     "p": 0.0730871856212616,
     "m": 1.0
    },
    {
     "p": 0.07456375658512115,
     "m": 1.0
    },
    {
     "p": 0.05914853885769844,
     "m": 1.0
    },
    {
     "p": 0.0739632248878479,
     "m": 1.0
    },
    {
     "p": 0.06657806783914566,
     "m": 1.0
    },
    {
     "p": 0.07279713451862335,
     "m": 1.0
    },
    {
     "p": 0.08634436875581741,
     "m": 1.0
    },
    {
     "p": 0.06253521889448166,
     "m": 1.0
    },
    {
     "p": 0.11333586275577545,
     "m": 1.0
    },
    {
     "p": 0.07406292855739594,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 1.2251076698303223,
   "val_loss": 0.8555393218994141,
   "acc": 65.4,
   "time": 111.04198816500138,
   "param": [
    {
     "p": 0.09563383460044861,
     "m": 1.0
    },
    {
     "p": 0.039395932108163834,
     "m": 1.0
    },
    {
     "p": 0.0819169357419014,
     "m": 1.0
    },
    {
     "p": 0.06911791861057281,
     "m": 1.0
    },
    {
     "p": 0.05085763707756996,
     "m": 1.0
    },
    {
     "p": 0.04429317265748978,
     "m": 1.0
    },
    {
     "p": 0.08068815618753433,
     "m": 1.0
    },
    {
     "p": 0.08096382021903992,
     "m": 1.0
    },
    {
     "p": 0.06664344668388367,
     "m": 1.0
    },
    {
     "p": 0.06021289899945259,
     "m": 1.0
    },
    {
     "p": 0.06957652419805527,
     "m": 1.0
    },
    {
     "p": 0.09084070473909378,
     "m": 1.0
    },
    {
     "p": 0.10039491206407547,
     "m": 1.0
    },
    {
     "p": 0.06946396827697754,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 1.405947208404541,
   "val_loss": 1.00493586063385,
   "acc": 65.3,
   "time": 109.787897547998,
   "param": [
    {
     "p": 0.07243920117616653,
     "m": 1.0
    },
    {
     "p": 0.058965690433979034,
     "m": 1.0
    },
    {
     "p": 0.07838428765535355,
     "m": 1.0
    },
    {
     "p": 0.0773751512169838,
     "m": 1.0
    },
    {
     "p": 0.048128850758075714,
     "m": 1.0
    },
    {
     "p": 0.06803134083747864,
     "m": 1.0
    },
    {
     "p": 0.07012686878442764,
     "m": 1.0
    },
    {
     "p": 0.05446333438158035,
     "m": 1.0
    },
    {
     "p": 0.08454263210296631,
     "m": 1.0
    },
    {
     "p": 0.07754386216402054,
     "m": 1.0
    },
    {
     "p": 0.07641976326704025,
     "m": 1.0
    },
    {
     "p": 0.07580634951591492,
     "m": 1.0
    },
    {
     "p": 0.10149995982646942,
     "m": 1.0
    },
    {
     "p": 0.05627259984612465,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 1.3962643146514893,
   "val_loss": 1.0160835981369019,
   "acc": 65.89,
   "time": 108.52098202097113,
   "param": [
    {
     "p": 0.0987885519862175,
     "m": 1.0
    },
    {
     "p": 0.061887092888355255,
     "m": 1.0
    },
    {
     "p": 0.08928309381008148,
     "m": 1.0
    },
    {
     "p": 0.05552135407924652,
     "m": 1.0
    },
    {
     "p": 0.04238070175051689,
     "m": 1.0
    },
    {
     "p": 0.08059317618608475,
     "m": 1.0
    },
    {
     "p": 0.06648994982242584,
     "m": 1.0
    },
    {
     "p": 0.07692503929138184,
     "m": 1.0
    },
    {
     "p": 0.04423576220870018,
     "m": 1.0
    },
    {
     "p": 0.08002249151468277,
     "m": 1.0
    },
    {
     "p": 0.08857650309801102,
     "m": 1.0
    },
    {
     "p": 0.07651758939027786,
     "m": 1.0
    },
    {
     "p": 0.08345585316419601,
     "m": 1.0
    },
    {
     "p": 0.055322833359241486,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 1.332961082458496,
   "val_loss": 0.824645459651947,
   "acc": 66.65,
   "time": 110.19604527199408,
   "param": [
    {
     "p": 0.09434708207845688,
     "m": 1.0
    },
    {
     "p": 0.06004919856786728,
     "m": 1.0
    },
    {
     "p": 0.08546581119298935,
     "m": 1.0
    },
    {
     "p": 0.0287812240421772,
     "m": 1.0
    },
    {
     "p": 0.070709727704525,
     "m": 1.0
    },
    {
     "p": 0.05329931527376175,
     "m": 1.0
    },
    {
     "p": 0.0850384384393692,
     "m": 1.0
    },
    {
     "p": 0.04362126439809799,
     "m": 1.0
    },
    {
     "p": 0.06281256675720215,
     "m": 1.0
    },
    {
     "p": 0.0856807604432106,
     "m": 1.0
    },
    {
     "p": 0.08304759114980698,
     "m": 1.0
    },
    {
     "p": 0.07563579082489014,
     "m": 1.0
    },
    {
     "p": 0.08230321109294891,
     "m": 1.0
    },
    {
     "p": 0.08920803666114807,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 1.239004135131836,
   "val_loss": 0.9315727949142456,
   "acc": 66.76,
   "time": 116.06877869801247,
   "param": [
    {
     "p": 0.09371780604124069,
     "m": 1.0
    },
    {
     "p": 0.047735556960105896,
     "m": 1.0
    },
    {
     "p": 0.1053144708275795,
     "m": 1.0
    },
    {
     "p": 0.052346259355545044,
     "m": 1.0
    },
    {
     "p": 0.03794217109680176,
     "m": 1.0
    },
    {
     "p": 0.07752952724695206,
     "m": 1.0
    },
    {
     "p": 0.07956313341856003,
     "m": 1.0
    },
    {
     "p": 0.06113981083035469,
     "m": 1.0
    },
    {
     "p": 0.07078764587640762,
     "m": 1.0
    },
    {
     "p": 0.0963374525308609,
     "m": 1.0
    },
    {
     "p": 0.051158357411623,
     "m": 1.0
    },
    {
     "p": 0.08643025159835815,
     "m": 1.0
    },
    {
     "p": 0.07999979704618454,
     "m": 1.0
    },
    {
     "p": 0.0599978044629097,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 1.3188408613204956,
   "val_loss": 0.9248769283294678,
   "acc": 66.89,
   "time": 117.07686379100778,
   "param": [
    {
     "p": 0.09491638094186783,
     "m": 1.0
    },
    {
     "p": 0.027927134186029434,
     "m": 1.0
    },
    {
     "p": 0.06255727261304855,
     "m": 1.0
    },
    {
     "p": 0.07684105634689331,
     "m": 1.0
    },
    {
     "p": 0.050350453704595566,
     "m": 1.0
    },
    {
     "p": 0.05891495570540428,
     "m": 1.0
    },
    {
     "p": 0.06394383311271667,
     "m": 1.0
    },
    {
     "p": 0.08161590248346329,
     "m": 1.0
    },
    {
     "p": 0.08297505229711533,
     "m": 1.0
    },
    {
     "p": 0.08227457851171494,
     "m": 1.0
    },
    {
     "p": 0.08059591054916382,
     "m": 1.0
    },
    {
     "p": 0.06997434794902802,
     "m": 1.0
    },
    {
     "p": 0.08812972158193588,
     "m": 1.0
    },
    {
     "p": 0.07898338884115219,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 1.2833548784255981,
   "val_loss": 0.8950936794281006,
   "acc": 67.37,
   "time": 117.6277160870086,
   "param": [
    {
     "p": 0.06902622431516647,
     "m": 1.0
    },
    {
     "p": 0.04933905228972435,
     "m": 1.0
    },
    {
     "p": 0.08142773061990738,
     "m": 1.0
    },
    {
     "p": 0.06109714135527611,
     "m": 1.0
    },
    {
     "p": 0.0644199475646019,
     "m": 1.0
    },
    {
     "p": 0.0644865557551384,
     "m": 1.0
    },
    {
     "p": 0.06023164838552475,
     "m": 1.0
    },
    {
     "p": 0.04505288600921631,
     "m": 1.0
    },
    {
     "p": 0.08023165911436081,
     "m": 1.0
    },
    {
     "p": 0.08411704748868942,
     "m": 1.0
    },
    {
     "p": 0.08410974591970444,
     "m": 1.0
    },
    {
     "p": 0.09998101741075516,
     "m": 1.0
    },
    {
     "p": 0.09046721458435059,
     "m": 1.0
    },
    {
     "p": 0.0660121887922287,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 1.325087547302246,
   "val_loss": 0.9443199634552002,
   "acc": 67.07,
   "time": 118.4915565669944,
   "param": [
    {
     "p": 0.08189087361097336,
     "m": 1.0
    },
    {
     "p": 0.035633739084005356,
     "m": 1.0
    },
    {
     "p": 0.0923338383436203,
     "m": 1.0
    },
    {
     "p": 0.08233153074979782,
     "m": 1.0
    },
    {
     "p": 0.0282306931912899,
     "m": 1.0
    },
    {
     "p": 0.06832132488489151,
     "m": 1.0
    },
    {
     "p": 0.05731870234012604,
     "m": 1.0
    },
    {
     "p": 0.05948307365179062,
     "m": 1.0
    },
    {
     "p": 0.1136276125907898,
     "m": 1.0
    },
    {
     "p": 0.060315173119306564,
     "m": 1.0
    },
    {
     "p": 0.06781965494155884,
     "m": 1.0
    },
    {
     "p": 0.09723830223083496,
     "m": 1.0
    },
    {
     "p": 0.09563154727220535,
     "m": 1.0
    },
    {
     "p": 0.05982397496700287,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 1.0713694095611572,
   "val_loss": 0.8887047171592712,
   "acc": 66.92,
   "time": 131.89024525301647,
   "param": [
    {
     "p": 0.06590661406517029,
     "m": 1.0
    },
    {
     "p": 0.06060056760907173,
     "m": 1.0
    },
    {
     "p": 0.10020323842763901,
     "m": 1.0
    },
    {
     "p": 0.05641806498169899,
     "m": 1.0
    },
    {
     "p": 0.04664311558008194,
     "m": 1.0
    },
    {
     "p": 0.058966949582099915,
     "m": 1.0
    },
    {
     "p": 0.07115384191274643,
     "m": 1.0
    },
    {
     "p": 0.07964753359556198,
     "m": 1.0
    },
    {
     "p": 0.088390052318573,
     "m": 1.0
    },
    {
     "p": 0.0668443813920021,
     "m": 1.0
    },
    {
     "p": 0.0815206840634346,
     "m": 1.0
    },
    {
     "p": 0.08349568396806717,
     "m": 1.0
    },
    {
     "p": 0.08923285454511642,
     "m": 1.0
    },
    {
     "p": 0.05097637325525284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 1.177087664604187,
   "val_loss": 1.0063167810440063,
   "acc": 67.87,
   "time": 134.28664257901255,
   "param": [
    {
     "p": 0.10269418358802795,
     "m": 1.0
    },
    {
     "p": 0.07157815247774124,
     "m": 1.0
    },
    {
     "p": 0.08588417619466782,
     "m": 1.0
    },
    {
     "p": 0.04696447402238846,
     "m": 1.0
    },
    {
     "p": 0.057158276438713074,
     "m": 1.0
    },
    {
     "p": 0.03501230850815773,
     "m": 1.0
    },
    {
     "p": 0.08145047724246979,
     "m": 1.0
    },
    {
     "p": 0.076993927359581,
     "m": 1.0
    },
    {
     "p": 0.06936998665332794,
     "m": 1.0
    },
    {
     "p": 0.06933494657278061,
     "m": 1.0
    },
    {
     "p": 0.06860143691301346,
     "m": 1.0
    },
    {
     "p": 0.08758525550365448,
     "m": 1.0
    },
    {
     "p": 0.08846139907836914,
     "m": 1.0
    },
    {
     "p": 0.05891105532646179,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 1.2729629278182983,
   "val_loss": 0.9697860479354858,
   "acc": 67.49,
   "time": 109.27597285600496,
   "param": [
    {
     "p": 0.07355253398418427,
     "m": 1.0
    },
    {
     "p": 0.05328908562660217,
     "m": 1.0
    },
    {
     "p": 0.07000722736120224,
     "m": 1.0
    },
    {
     "p": 0.059638798236846924,
     "m": 1.0
    },
    {
     "p": 0.0499110072851181,
     "m": 1.0
    },
    {
     "p": 0.07021646946668625,
     "m": 1.0
    },
    {
     "p": 0.0986429825425148,
     "m": 1.0
    },
    {
     "p": 0.07363370805978775,
     "m": 1.0
    },
    {
     "p": 0.08991248160600662,
     "m": 1.0
    },
    {
     "p": 0.07992945611476898,
     "m": 1.0
    },
    {
     "p": 0.05687740817666054,
     "m": 1.0
    },
    {
     "p": 0.08926355093717575,
     "m": 1.0
    },
    {
     "p": 0.08170372247695923,
     "m": 1.0
    },
    {
     "p": 0.053421542048454285,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 1.1929059028625488,
   "val_loss": 0.9236431121826172,
   "acc": 67.69,
   "time": 108.37967124598799,
   "param": [
    {
     "p": 0.09021873027086258,
     "m": 1.0
    },
    {
     "p": 0.04241430014371872,
     "m": 1.0
    },
    {
     "p": 0.08032955974340439,
     "m": 1.0
    },
    {
     "p": 0.07272827625274658,
     "m": 1.0
    },
    {
     "p": 0.08608972281217575,
     "m": 1.0
    },
    {
     "p": 0.0647396445274353,
     "m": 1.0
    },
    {
     "p": 0.08008526265621185,
     "m": 1.0
    },
    {
     "p": 0.05066509544849396,
     "m": 1.0
    },
    {
     "p": 0.06027878820896149,
     "m": 1.0
    },
    {
     "p": 0.0945742204785347,
     "m": 1.0
    },
    {
     "p": 0.05077158659696579,
     "m": 1.0
    },
    {
     "p": 0.0807037279009819,
     "m": 1.0
    },
    {
     "p": 0.08167147636413574,
     "m": 1.0
    },
    {
     "p": 0.06472968310117722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 1.3625539541244507,
   "val_loss": 1.020594835281372,
   "acc": 67.26,
   "time": 108.9875759340066,
   "param": [
    {
     "p": 0.06546301394701004,
     "m": 1.0
    },
    {
     "p": 0.06839246302843094,
     "m": 1.0
    },
    {
     "p": 0.10106495022773743,
     "m": 1.0
    },
    {
     "p": 0.06661753356456757,
     "m": 1.0
    },
    {
     "p": 0.04714278131723404,
     "m": 1.0
    },
    {
     "p": 0.06220830976963043,
     "m": 1.0
    },
    {
     "p": 0.09950350224971771,
     "m": 1.0
    },
    {
     "p": 0.04912594333291054,
     "m": 1.0
    },
    {
     "p": 0.04090532660484314,
     "m": 1.0
    },
    {
     "p": 0.09568445384502411,
     "m": 1.0
    },
    {
     "p": 0.08142949640750885,
     "m": 1.0
    },
    {
     "p": 0.08097612857818604,
     "m": 1.0
    },
    {
     "p": 0.07725417613983154,
     "m": 1.0
    },
    {
     "p": 0.0642319992184639,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 1.1217418909072876,
   "val_loss": 1.1006693840026855,
   "acc": 65.28,
   "time": 108.10205108599621,
   "param": [
    {
     "p": 0.0711115300655365,
     "m": 1.0
    },
    {
     "p": 0.0587683729827404,
     "m": 1.0
    },
    {
     "p": 0.0869380310177803,
     "m": 1.0
    },
    {
     "p": 0.047544926404953,
     "m": 1.0
    },
    {
     "p": 0.047818709164857864,
     "m": 1.0
    },
    {
     "p": 0.05647393316030502,
     "m": 1.0
    },
    {
     "p": 0.08860594779253006,
     "m": 1.0
    },
    {
     "p": 0.067641481757164,
     "m": 1.0
    },
    {
     "p": 0.080080047249794,
     "m": 1.0
    },
    {
     "p": 0.08045155555009842,
     "m": 1.0
    },
    {
     "p": 0.07577831298112869,
     "m": 1.0
    },
    {
     "p": 0.08374893665313721,
     "m": 1.0
    },
    {
     "p": 0.08358883857727051,
     "m": 1.0
    },
    {
     "p": 0.0714494064450264,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 1.365588903427124,
   "val_loss": 0.898354709148407,
   "acc": 68.11,
   "time": 108.92871828199713,
   "param": [
    {
     "p": 0.06668080389499664,
     "m": 1.0
    },
    {
     "p": 0.06617031991481781,
     "m": 1.0
    },
    {
     "p": 0.0895172655582428,
     "m": 1.0
    },
    {
     "p": 0.07074975967407227,
     "m": 1.0
    },
    {
     "p": 0.04953909292817116,
     "m": 1.0
    },
    {
     "p": 0.053770385682582855,
     "m": 1.0
    },
    {
     "p": 0.06915044784545898,
     "m": 1.0
    },
    {
     "p": 0.06151285395026207,
     "m": 1.0
    },
    {
     "p": 0.06778700649738312,
     "m": 1.0
    },
    {
     "p": 0.0769532099366188,
     "m": 1.0
    },
    {
     "p": 0.05741046369075775,
     "m": 1.0
    },
    {
     "p": 0.08875294029712677,
     "m": 1.0
    },
    {
     "p": 0.07842962443828583,
     "m": 1.0
    },
    {
     "p": 0.1035759449005127,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.9786732196807861,
   "val_loss": 0.8187180757522583,
   "acc": 69.06,
   "time": 109.63854351401096,
   "param": [
    {
     "p": 0.09410234540700912,
     "m": 1.0
    },
    {
     "p": 0.06106752157211304,
     "m": 1.0
    },
    {
     "p": 0.08586382865905762,
     "m": 1.0
    },
    {
     "p": 0.10491380095481873,
     "m": 1.0
    },
    {
     "p": 0.08244378864765167,
     "m": 1.0
    },
    {
     "p": 0.06151862442493439,
     "m": 1.0
    },
    {
     "p": 0.05835293233394623,
     "m": 1.0
    },
    {
     "p": 0.07804859429597855,
     "m": 1.0
    },
    {
     "p": 0.053529150784015656,
     "m": 1.0
    },
    {
     "p": 0.06251274794340134,
     "m": 1.0
    },
    {
     "p": 0.05484569072723389,
     "m": 1.0
    },
    {
     "p": 0.08598944544792175,
     "m": 1.0
    },
    {
     "p": 0.08149952441453934,
     "m": 1.0
    },
    {
     "p": 0.035311996936798096,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 1.049139142036438,
   "val_loss": 0.8816049098968506,
   "acc": 68.17,
   "time": 108.96732481897925,
   "param": [
    {
     "p": 0.10462480038404465,
     "m": 1.0
    },
    {
     "p": 0.0515747033059597,
     "m": 1.0
    },
    {
     "p": 0.10342961549758911,
     "m": 1.0
    },
    {
     "p": 0.03965340554714203,
     "m": 1.0
    },
    {
     "p": 0.05035066977143288,
     "m": 1.0
    },
    {
     "p": 0.043550193309783936,
     "m": 1.0
    },
    {
     "p": 0.06933685392141342,
     "m": 1.0
    },
    {
     "p": 0.07267068326473236,
     "m": 1.0
    },
    {
     "p": 0.08346400409936905,
     "m": 1.0
    },
    {
     "p": 0.08538907021284103,
     "m": 1.0
    },
    {
     "p": 0.06377257406711578,
     "m": 1.0
    },
    {
     "p": 0.07846936583518982,
     "m": 1.0
    },
    {
     "p": 0.08344950526952744,
     "m": 1.0
    },
    {
     "p": 0.07026457041501999,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 1.0406270027160645,
   "val_loss": 0.9847089648246765,
   "acc": 67.54,
   "time": 110.23629269201774,
   "param": [
    {
     "p": 0.07981270551681519,
     "m": 1.0
    },
    {
     "p": 0.0565396286547184,
     "m": 1.0
    },
    {
     "p": 0.07968397438526154,
     "m": 1.0
    },
    {
     "p": 0.05931434407830238,
     "m": 1.0
    },
    {
     "p": 0.06595023721456528,
     "m": 1.0
    },
    {
     "p": 0.06075415015220642,
     "m": 1.0
    },
    {
     "p": 0.07746182382106781,
     "m": 1.0
    },
    {
     "p": 0.05946740508079529,
     "m": 1.0
    },
    {
     "p": 0.048383478075265884,
     "m": 1.0
    },
    {
     "p": 0.09632125496864319,
     "m": 1.0
    },
    {
     "p": 0.08388969302177429,
     "m": 1.0
    },
    {
     "p": 0.0739121288061142,
     "m": 1.0
    },
    {
     "p": 0.0947786420583725,
     "m": 1.0
    },
    {
     "p": 0.06373043358325958,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 1.1772743463516235,
   "val_loss": 0.8948730230331421,
   "acc": 69.01,
   "time": 130.92324175301474,
   "param": [
    {
     "p": 0.09801503270864487,
     "m": 1.0
    },
    {
     "p": 0.033137883991003036,
     "m": 1.0
    },
    {
     "p": 0.09162891656160355,
     "m": 1.0
    },
    {
     "p": 0.10241624712944031,
     "m": 1.0
    },
    {
     "p": 0.052940234541893005,
     "m": 1.0
    },
    {
     "p": 0.04476340860128403,
     "m": 1.0
    },
    {
     "p": 0.08832403272390366,
     "m": 1.0
    },
    {
     "p": 0.07766710966825485,
     "m": 1.0
    },
    {
     "p": 0.06269771605730057,
     "m": 1.0
    },
    {
     "p": 0.09133965522050858,
     "m": 1.0
    },
    {
     "p": 0.055403321981430054,
     "m": 1.0
    },
    {
     "p": 0.08961741626262665,
     "m": 1.0
    },
    {
     "p": 0.07584093511104584,
     "m": 1.0
    },
    {
     "p": 0.0362081304192543,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 1.0350416898727417,
   "val_loss": 0.9951505661010742,
   "acc": 68.85,
   "time": 134.46627325000009,
   "param": [
    {
     "p": 0.07863502949476242,
     "m": 1.0
    },
    {
     "p": 0.029486408457159996,
     "m": 1.0
    },
    {
     "p": 0.08435255289077759,
     "m": 1.0
    },
    {
     "p": 0.06598637253046036,
     "m": 1.0
    },
    {
     "p": 0.058811843395233154,
     "m": 1.0
    },
    {
     "p": 0.06313534826040268,
     "m": 1.0
    },
    {
     "p": 0.0650099441409111,
     "m": 1.0
    },
    {
     "p": 0.0484854094684124,
     "m": 1.0
    },
    {
     "p": 0.07422204315662384,
     "m": 1.0
    },
    {
     "p": 0.07738102972507477,
     "m": 1.0
    },
    {
     "p": 0.11011822521686554,
     "m": 1.0
    },
    {
     "p": 0.08718763291835785,
     "m": 1.0
    },
    {
     "p": 0.08206219226121902,
     "m": 1.0
    },
    {
     "p": 0.07512600719928741,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 1.159446358680725,
   "val_loss": 0.8631839752197266,
   "acc": 67.26,
   "time": 111.98414927499834,
   "param": [
    {
     "p": 0.08292072266340256,
     "m": 1.0
    },
    {
     "p": 0.04586516320705414,
     "m": 1.0
    },
    {
     "p": 0.08222988247871399,
     "m": 1.0
    },
    {
     "p": 0.04870065674185753,
     "m": 1.0
    },
    {
     "p": 0.0641544759273529,
     "m": 1.0
    },
    {
     "p": 0.05691118910908699,
     "m": 1.0
    },
    {
     "p": 0.0701570138335228,
     "m": 1.0
    },
    {
     "p": 0.052250273525714874,
     "m": 1.0
    },
    {
     "p": 0.07502267509698868,
     "m": 1.0
    },
    {
     "p": 0.08005835860967636,
     "m": 1.0
    },
    {
     "p": 0.08071505278348923,
     "m": 1.0
    },
    {
     "p": 0.09551645815372467,
     "m": 1.0
    },
    {
     "p": 0.08357048034667969,
     "m": 1.0
    },
    {
     "p": 0.08192762732505798,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 1.3736158609390259,
   "val_loss": 0.9445229172706604,
   "acc": 67.99,
   "time": 111.51791060101823,
   "param": [
    {
     "p": 0.1004733219742775,
     "m": 1.0
    },
    {
     "p": 0.056917622685432434,
     "m": 1.0
    },
    {
     "p": 0.09292653203010559,
     "m": 1.0
    },
    {
     "p": 0.02061033807694912,
     "m": 1.0
    },
    {
     "p": 0.058835964649915695,
     "m": 1.0
    },
    {
     "p": 0.07664186507463455,
     "m": 1.0
    },
    {
     "p": 0.06962142139673233,
     "m": 1.0
    },
    {
     "p": 0.03530470281839371,
     "m": 1.0
    },
    {
     "p": 0.09494887292385101,
     "m": 1.0
    },
    {
     "p": 0.10208839178085327,
     "m": 1.0
    },
    {
     "p": 0.05681908503174782,
     "m": 1.0
    },
    {
     "p": 0.06426572799682617,
     "m": 1.0
    },
    {
     "p": 0.08969394862651825,
     "m": 1.0
    },
    {
     "p": 0.08085217326879501,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 1.1289584636688232,
   "val_loss": 0.9783050417900085,
   "acc": 67.43,
   "time": 118.44853435902041,
   "param": [
    {
     "p": 0.07998436689376831,
     "m": 1.0
    },
    {
     "p": 0.05569138005375862,
     "m": 1.0
    },
    {
     "p": 0.09045016020536423,
     "m": 1.0
    },
    {
     "p": 0.05636558681726456,
     "m": 1.0
    },
    {
     "p": 0.07132572680711746,
     "m": 1.0
    },
    {
     "p": 0.06989891082048416,
     "m": 1.0
    },
    {
     "p": 0.07389076054096222,
     "m": 1.0
    },
    {
     "p": 0.06818874925374985,
     "m": 1.0
    },
    {
     "p": 0.08572233468294144,
     "m": 1.0
    },
    {
     "p": 0.08477697521448135,
     "m": 1.0
    },
    {
     "p": 0.058281078934669495,
     "m": 1.0
    },
    {
     "p": 0.07538646459579468,
     "m": 1.0
    },
    {
     "p": 0.06800340861082077,
     "m": 1.0
    },
    {
     "p": 0.0620340071618557,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 1.0925348997116089,
   "val_loss": 0.8511020541191101,
   "acc": 68.05,
   "time": 112.39283733200864,
   "param": [
    {
     "p": 0.09184186905622482,
     "m": 1.0
    },
    {
     "p": 0.04532933607697487,
     "m": 1.0
    },
    {
     "p": 0.08577504009008408,
     "m": 1.0
    },
    {
     "p": 0.061073217540979385,
     "m": 1.0
    },
    {
     "p": 0.06684601306915283,
     "m": 1.0
    },
    {
     "p": 0.06905955821275711,
     "m": 1.0
    },
    {
     "p": 0.0716499462723732,
     "m": 1.0
    },
    {
     "p": 0.057013530284166336,
     "m": 1.0
    },
    {
     "p": 0.08158113062381744,
     "m": 1.0
    },
    {
     "p": 0.06354492902755737,
     "m": 1.0
    },
    {
     "p": 0.07635661214590073,
     "m": 1.0
    },
    {
     "p": 0.08524999022483826,
     "m": 1.0
    },
    {
     "p": 0.08952997624874115,
     "m": 1.0
    },
    {
     "p": 0.05514881759881973,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 1.180646538734436,
   "val_loss": 0.9064287543296814,
   "acc": 69.07,
   "time": 111.98839418400894,
   "param": [
    {
     "p": 0.08496318012475967,
     "m": 1.0
    },
    {
     "p": 0.05388028174638748,
     "m": 1.0
    },
    {
     "p": 0.0745011493563652,
     "m": 1.0
    },
    {
     "p": 0.06573875993490219,
     "m": 1.0
    },
    {
     "p": 0.054445747286081314,
     "m": 1.0
    },
    {
     "p": 0.058745723217725754,
     "m": 1.0
    },
    {
     "p": 0.07103445380926132,
     "m": 1.0
    },
    {
     "p": 0.05678783357143402,
     "m": 1.0
    },
    {
     "p": 0.06825847178697586,
     "m": 1.0
    },
    {
     "p": 0.09202467650175095,
     "m": 1.0
    },
    {
     "p": 0.06769495457410812,
     "m": 1.0
    },
    {
     "p": 0.08671605587005615,
     "m": 1.0
    },
    {
     "p": 0.08737504482269287,
     "m": 1.0
    },
    {
     "p": 0.0778336226940155,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 1.1723692417144775,
   "val_loss": 0.7479232549667358,
   "acc": 68.88,
   "time": 118.44633658998646,
   "param": [
    {
     "p": 0.09525267034769058,
     "m": 1.0
    },
    {
     "p": 0.036439962685108185,
     "m": 1.0
    },
    {
     "p": 0.08436589688062668,
     "m": 1.0
    },
    {
     "p": 0.06489209830760956,
     "m": 1.0
    },
    {
     "p": 0.03920133039355278,
     "m": 1.0
    },
    {
     "p": 0.052608806639909744,
     "m": 1.0
    },
    {
     "p": 0.056489065289497375,
     "m": 1.0
    },
    {
     "p": 0.0584537610411644,
     "m": 1.0
    },
    {
     "p": 0.08759467303752899,
     "m": 1.0
    },
    {
     "p": 0.08114911615848541,
     "m": 1.0
    },
    {
     "p": 0.08035636693239212,
     "m": 1.0
    },
    {
     "p": 0.10155259817838669,
     "m": 1.0
    },
    {
     "p": 0.08852939307689667,
     "m": 1.0
    },
    {
     "p": 0.0731142982840538,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 1.2643569707870483,
   "val_loss": 0.8794528245925903,
   "acc": 68.13,
   "time": 112.13134166097734,
   "param": [
    {
     "p": 0.07596758753061295,
     "m": 1.0
    },
    {
     "p": 0.060943011194467545,
     "m": 1.0
    },
    {
     "p": 0.07291492074728012,
     "m": 1.0
    },
    {
     "p": 0.06722670048475266,
     "m": 1.0
    },
    {
     "p": 0.04255492240190506,
     "m": 1.0
    },
    {
     "p": 0.07856711000204086,
     "m": 1.0
    },
    {
     "p": 0.0754496306180954,
     "m": 1.0
    },
    {
     "p": 0.06335148215293884,
     "m": 1.0
    },
    {
     "p": 0.08695666491985321,
     "m": 1.0
    },
    {
     "p": 0.07415842264890671,
     "m": 1.0
    },
    {
     "p": 0.0681585893034935,
     "m": 1.0
    },
    {
     "p": 0.08873342722654343,
     "m": 1.0
    },
    {
     "p": 0.0695934072136879,
     "m": 1.0
    },
    {
     "p": 0.07542412728071213,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 1.1763256788253784,
   "val_loss": 0.8807775974273682,
   "acc": 67.68,
   "time": 111.85422095499234,
   "param": [
    {
     "p": 0.084577277302742,
     "m": 1.0
    },
    {
     "p": 0.07526187598705292,
     "m": 1.0
    },
    {
     "p": 0.0881480723619461,
     "m": 1.0
    },
    {
     "p": 0.04075454920530319,
     "m": 1.0
    },
    {
     "p": 0.06860543042421341,
     "m": 1.0
    },
    {
     "p": 0.052993666380643845,
     "m": 1.0
    },
    {
     "p": 0.07256413251161575,
     "m": 1.0
    },
    {
     "p": 0.07535074651241302,
     "m": 1.0
    },
    {
     "p": 0.06320099532604218,
     "m": 1.0
    },
    {
     "p": 0.09628595411777496,
     "m": 1.0
    },
    {
     "p": 0.09294876456260681,
     "m": 1.0
    },
    {
     "p": 0.07336638122797012,
     "m": 1.0
    },
    {
     "p": 0.0784580409526825,
     "m": 1.0
    },
    {
     "p": 0.0374840572476387,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 1.20881187915802,
   "val_loss": 0.7870586514472961,
   "acc": 68.81,
   "time": 113.6270969210018,
   "param": [
    {
     "p": 0.07941775023937225,
     "m": 1.0
    },
    {
     "p": 0.043535634875297546,
     "m": 1.0
    },
    {
     "p": 0.09367043524980545,
     "m": 1.0
    },
    {
     "p": 0.08781875669956207,
     "m": 1.0
    },
    {
     "p": 0.029226768761873245,
     "m": 1.0
    },
    {
     "p": 0.05552639067173004,
     "m": 1.0
    },
    {
     "p": 0.06632710248231888,
     "m": 1.0
    },
    {
     "p": 0.07235751301050186,
     "m": 1.0
    },
    {
     "p": 0.08097976446151733,
     "m": 1.0
    },
    {
     "p": 0.08320683240890503,
     "m": 1.0
    },
    {
     "p": 0.06552858650684357,
     "m": 1.0
    },
    {
     "p": 0.08835084736347198,
     "m": 1.0
    },
    {
     "p": 0.08937506377696991,
     "m": 1.0
    },
    {
     "p": 0.06467855721712112,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 1.0400489568710327,
   "val_loss": 0.8630903959274292,
   "acc": 68.65,
   "time": 117.61260592099279,
   "param": [
    {
     "p": 0.0890204906463623,
     "m": 1.0
    },
    {
     "p": 0.04623215273022652,
     "m": 1.0
    },
    {
     "p": 0.08596272766590118,
     "m": 1.0
    },
    {
     "p": 0.06193198636174202,
     "m": 1.0
    },
    {
     "p": 0.0832393690943718,
     "m": 1.0
    },
    {
     "p": 0.061853811144828796,
     "m": 1.0
    },
    {
     "p": 0.07205826044082642,
     "m": 1.0
    },
    {
     "p": 0.07991757243871689,
     "m": 1.0
    },
    {
     "p": 0.08103832602500916,
     "m": 1.0
    },
    {
     "p": 0.05370195582509041,
     "m": 1.0
    },
    {
     "p": 0.07172392308712006,
     "m": 1.0
    },
    {
     "p": 0.09771450608968735,
     "m": 1.0
    },
    {
     "p": 0.04774387180805206,
     "m": 1.0
    },
    {
     "p": 0.06786108762025833,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 1.1327288150787354,
   "val_loss": 0.8931182622909546,
   "acc": 69.43,
   "time": 110.31426564700087,
   "param": [
    {
     "p": 0.05594535544514656,
     "m": 1.0
    },
    {
     "p": 0.057347897440195084,
     "m": 1.0
    },
    {
     "p": 0.04399881884455681,
     "m": 1.0
    },
    {
     "p": 0.07082972675561905,
     "m": 1.0
    },
    {
     "p": 0.05384309962391853,
     "m": 1.0
    },
    {
     "p": 0.07179444283246994,
     "m": 1.0
    },
    {
     "p": 0.08878003805875778,
     "m": 1.0
    },
    {
     "p": 0.0686342641711235,
     "m": 1.0
    },
    {
     "p": 0.0807044580578804,
     "m": 1.0
    },
    {
     "p": 0.06743736565113068,
     "m": 1.0
    },
    {
     "p": 0.095782071352005,
     "m": 1.0
    },
    {
     "p": 0.08557198941707611,
     "m": 1.0
    },
    {
     "p": 0.08874985575675964,
     "m": 1.0
    },
    {
     "p": 0.07058057188987732,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 1.2940471172332764,
   "val_loss": 0.8863301873207092,
   "acc": 69.1,
   "time": 108.46950961698894,
   "param": [
    {
     "p": 0.06981205940246582,
     "m": 1.0
    },
    {
     "p": 0.047357864677906036,
     "m": 1.0
    },
    {
     "p": 0.0791483074426651,
     "m": 1.0
    },
    {
     "p": 0.07397522032260895,
     "m": 1.0
    },
    {
     "p": 0.07182362675666809,
     "m": 1.0
    },
    {
     "p": 0.058371495455503464,
     "m": 1.0
    },
    {
     "p": 0.07991260290145874,
     "m": 1.0
    },
    {
     "p": 0.07794125378131866,
     "m": 1.0
    },
    {
     "p": 0.07450196146965027,
     "m": 1.0
    },
    {
     "p": 0.0754275918006897,
     "m": 1.0
    },
    {
     "p": 0.066111721098423,
     "m": 1.0
    },
    {
     "p": 0.07858777046203613,
     "m": 1.0
    },
    {
     "p": 0.06921838223934174,
     "m": 1.0
    },
    {
     "p": 0.07781010121107101,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 1.050215482711792,
   "val_loss": 0.892009973526001,
   "acc": 69.21,
   "time": 110.29197211700375,
   "param": [
    {
     "p": 0.09066814929246902,
     "m": 1.0
    },
    {
     "p": 0.06234842538833618,
     "m": 1.0
    },
    {
     "p": 0.09286002069711685,
     "m": 1.0
    },
    {
     "p": 0.04916023463010788,
     "m": 1.0
    },
    {
     "p": 0.06533399969339371,
     "m": 1.0
    },
    {
     "p": 0.04586729779839516,
     "m": 1.0
    },
    {
     "p": 0.06834160536527634,
     "m": 1.0
    },
    {
     "p": 0.06288598477840424,
     "m": 1.0
    },
    {
     "p": 0.07455956190824509,
     "m": 1.0
    },
    {
     "p": 0.08005345612764359,
     "m": 1.0
    },
    {
     "p": 0.06217707321047783,
     "m": 1.0
    },
    {
     "p": 0.08280541002750397,
     "m": 1.0
    },
    {
     "p": 0.08271462470293045,
     "m": 1.0
    },
    {
     "p": 0.08022408187389374,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 1.0076563358306885,
   "val_loss": 0.8807762861251831,
   "acc": 70.13,
   "time": 110.4419478350028,
   "param": [
    {
     "p": 0.08983739465475082,
     "m": 1.0
    },
    {
     "p": 0.03776933252811432,
     "m": 1.0
    },
    {
     "p": 0.11064671725034714,
     "m": 1.0
    },
    {
     "p": 0.05873696133494377,
     "m": 1.0
    },
    {
     "p": 0.07051067054271698,
     "m": 1.0
    },
    {
     "p": 0.0402611568570137,
     "m": 1.0
    },
    {
     "p": 0.061044979840517044,
     "m": 1.0
    },
    {
     "p": 0.06571823358535767,
     "m": 1.0
    },
    {
     "p": 0.06750883162021637,
     "m": 1.0
    },
    {
     "p": 0.09814734011888504,
     "m": 1.0
    },
    {
     "p": 0.08663967251777649,
     "m": 1.0
    },
    {
     "p": 0.07264339923858643,
     "m": 1.0
    },
    {
     "p": 0.0918617770075798,
     "m": 1.0
    },
    {
     "p": 0.04867365211248398,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 1.2432806491851807,
   "val_loss": 0.8648634552955627,
   "acc": 69.72,
   "time": 114.17897401400842,
   "param": [
    {
     "p": 0.08924271166324615,
     "m": 1.0
    },
    {
     "p": 0.06307381391525269,
     "m": 1.0
    },
    {
     "p": 0.09408558160066605,
     "m": 1.0
    },
    {
     "p": 0.01738678477704525,
     "m": 1.0
    },
    {
     "p": 0.07204796373844147,
     "m": 1.0
    },
    {
     "p": 0.0576680563390255,
     "m": 1.0
    },
    {
     "p": 0.06912897527217865,
     "m": 1.0
    },
    {
     "p": 0.08253947645425797,
     "m": 1.0
    },
    {
     "p": 0.08213048428297043,
     "m": 1.0
    },
    {
     "p": 0.07274628430604935,
     "m": 1.0
    },
    {
     "p": 0.06340942531824112,
     "m": 1.0
    },
    {
     "p": 0.07603040337562561,
     "m": 1.0
    },
    {
     "p": 0.10350989550352097,
     "m": 1.0
    },
    {
     "p": 0.05700009688735008,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 1.2210901975631714,
   "val_loss": 0.8854499459266663,
   "acc": 69.38,
   "time": 126.11172781299683,
   "param": [
    {
     "p": 0.07423137873411179,
     "m": 1.0
    },
    {
     "p": 0.07031712681055069,
     "m": 1.0
    },
    {
     "p": 0.07427074015140533,
     "m": 1.0
    },
    {
     "p": 0.0792606770992279,
     "m": 1.0
    },
    {
     "p": 0.05878940597176552,
     "m": 1.0
    },
    {
     "p": 0.041434478014707565,
     "m": 1.0
    },
    {
     "p": 0.08351531624794006,
     "m": 1.0
    },
    {
     "p": 0.0914897471666336,
     "m": 1.0
    },
    {
     "p": 0.04779348522424698,
     "m": 1.0
    },
    {
     "p": 0.07778774201869965,
     "m": 1.0
    },
    {
     "p": 0.0887618437409401,
     "m": 1.0
    },
    {
     "p": 0.07230053097009659,
     "m": 1.0
    },
    {
     "p": 0.07447129487991333,
     "m": 1.0
    },
    {
     "p": 0.06557632982730865,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 101,
   "train_loss": 1.0413166284561157,
   "val_loss": 0.9495956301689148,
   "acc": 70.04,
   "time": 127.92417553300038,
   "param": [
    {
     "p": 0.08538654446601868,
     "m": 1.0
    },
    {
     "p": 0.058237675577402115,
     "m": 1.0
    },
    {
     "p": 0.053018782287836075,
     "m": 1.0
    },
    {
     "p": 0.064277283847332,
     "m": 1.0
    },
    {
     "p": 0.053208064287900925,
     "m": 1.0
    },
    {
     "p": 0.06444547325372696,
     "m": 1.0
    },
    {
     "p": 0.09434431791305542,
     "m": 1.0
    },
    {
     "p": 0.0814817026257515,
     "m": 1.0
    },
    {
     "p": 0.0637298971414566,
     "m": 1.0
    },
    {
     "p": 0.06337890774011612,
     "m": 1.0
    },
    {
     "p": 0.09287980943918228,
     "m": 1.0
    },
    {
     "p": 0.06931070983409882,
     "m": 1.0
    },
    {
     "p": 0.09601031243801117,
     "m": 1.0
    },
    {
     "p": 0.06029060482978821,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 102,
   "train_loss": 1.1192985773086548,
   "val_loss": 0.844480574131012,
   "acc": 70.13,
   "time": 124.17664154799422,
   "param": [
    {
     "p": 0.05826404690742493,
     "m": 1.0
    },
    {
     "p": 0.06131148338317871,
     "m": 1.0
    },
    {
     "p": 0.06574205309152603,
     "m": 1.0
    },
    {
     "p": 0.07716146111488342,
     "m": 1.0
    },
    {
     "p": 0.06878942996263504,
     "m": 1.0
    },
    {
     "p": 0.060044024139642715,
     "m": 1.0
    },
    {
     "p": 0.07004592567682266,
     "m": 1.0
    },
    {
     "p": 0.060165222734212875,
     "m": 1.0
    },
    {
     "p": 0.09361009299755096,
     "m": 1.0
    },
    {
     "p": 0.07823202013969421,
     "m": 1.0
    },
    {
     "p": 0.06610891968011856,
     "m": 1.0
    },
    {
     "p": 0.08497969061136246,
     "m": 1.0
    },
    {
     "p": 0.0834304541349411,
     "m": 1.0
    },
    {
     "p": 0.07211519777774811,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 103,
   "train_loss": 1.0371043682098389,
   "val_loss": 0.8571428656578064,
   "acc": 70.14,
   "time": 130.82139192699105,
   "param": [
    {
     "p": 0.09141861647367477,
     "m": 1.0
    },
    {
     "p": 0.07441679388284683,
     "m": 1.0
    },
    {
     "p": 0.08940476924180984,
     "m": 1.0
    },
    {
     "p": 0.03116527572274208,
     "m": 1.0
    },
    {
     "p": 0.06953345984220505,
     "m": 1.0
    },
    {
     "p": 0.06637953966856003,
     "m": 1.0
    },
    {
     "p": 0.07296354323625565,
     "m": 1.0
    },
    {
     "p": 0.05664372444152832,
     "m": 1.0
    },
    {
     "p": 0.08266136050224304,
     "m": 1.0
    },
    {
     "p": 0.07110527902841568,
     "m": 1.0
    },
    {
     "p": 0.08633428812026978,
     "m": 1.0
    },
    {
     "p": 0.07049553841352463,
     "m": 1.0
    },
    {
     "p": 0.08157626539468765,
     "m": 1.0
    },
    {
     "p": 0.05590153858065605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 104,
   "train_loss": 1.1928410530090332,
   "val_loss": 0.8213616609573364,
   "acc": 69.1,
   "time": 111.69030600899714,
   "param": [
    {
     "p": 0.05856039375066757,
     "m": 1.0
    },
    {
     "p": 0.07312958687543869,
     "m": 1.0
    },
    {
     "p": 0.0786682665348053,
     "m": 1.0
    },
    {
     "p": 0.05593080446124077,
     "m": 1.0
    },
    {
     "p": 0.06666156649589539,
     "m": 1.0
    },
    {
     "p": 0.06610099226236343,
     "m": 1.0
    },
    {
     "p": 0.07371343672275543,
     "m": 1.0
    },
    {
     "p": 0.07027104496955872,
     "m": 1.0
    },
    {
     "p": 0.08697282522916794,
     "m": 1.0
    },
    {
     "p": 0.07457675039768219,
     "m": 1.0
    },
    {
     "p": 0.07386978715658188,
     "m": 1.0
    },
    {
     "p": 0.08545689284801483,
     "m": 1.0
    },
    {
     "p": 0.053901586681604385,
     "m": 1.0
    },
    {
     "p": 0.08218605816364288,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 105,
   "train_loss": 1.0925102233886719,
   "val_loss": 0.8961873650550842,
   "acc": 68.95,
   "time": 123.82002131297486,
   "param": [
    {
     "p": 0.09433452039957047,
     "m": 1.0
    },
    {
     "p": 0.053357768803834915,
     "m": 1.0
    },
    {
     "p": 0.09501141309738159,
     "m": 1.0
    },
    {
     "p": 0.050577834248542786,
     "m": 1.0
    },
    {
     "p": 0.05743373930454254,
     "m": 1.0
    },
    {
     "p": 0.05307959020137787,
     "m": 1.0
    },
    {
     "p": 0.04861803725361824,
     "m": 1.0
    },
    {
     "p": 0.06634419411420822,
     "m": 1.0
    },
    {
     "p": 0.0954819992184639,
     "m": 1.0
    },
    {
     "p": 0.0772726759314537,
     "m": 1.0
    },
    {
     "p": 0.07151127606630325,
     "m": 1.0
    },
    {
     "p": 0.08480213582515717,
     "m": 1.0
    },
    {
     "p": 0.08891167491674423,
     "m": 1.0
    },
    {
     "p": 0.06326302140951157,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 106,
   "train_loss": 1.1710659265518188,
   "val_loss": 0.8847529292106628,
   "acc": 69.8,
   "time": 108.08928907298832,
   "param": [
    {
     "p": 0.06104069948196411,
     "m": 1.0
    },
    {
     "p": 0.059273891150951385,
     "m": 1.0
    },
    {
     "p": 0.08973956108093262,
     "m": 1.0
    },
    {
     "p": 0.0953911617398262,
     "m": 1.0
    },
    {
     "p": 0.04220998287200928,
     "m": 1.0
    },
    {
     "p": 0.022658860310912132,
     "m": 1.0
    },
    {
     "p": 0.09044573456048965,
     "m": 1.0
    },
    {
     "p": 0.05290483683347702,
     "m": 1.0
    },
    {
     "p": 0.07689202576875687,
     "m": 1.0
    },
    {
     "p": 0.08126695454120636,
     "m": 1.0
    },
    {
     "p": 0.07905904948711395,
     "m": 1.0
    },
    {
     "p": 0.07145554572343826,
     "m": 1.0
    },
    {
     "p": 0.09578339010477066,
     "m": 1.0
    },
    {
     "p": 0.08187828958034515,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 107,
   "train_loss": 1.015628457069397,
   "val_loss": 0.7349347472190857,
   "acc": 70.36,
   "time": 110.10129280699766,
   "param": [
    {
     "p": 0.09839744120836258,
     "m": 1.0
    },
    {
     "p": 0.039619483053684235,
     "m": 1.0
    },
    {
     "p": 0.11227419227361679,
     "m": 1.0
    },
    {
     "p": 0.0578138530254364,
     "m": 1.0
    },
    {
     "p": 0.03621984273195267,
     "m": 1.0
    },
    {
     "p": 0.06360550224781036,
     "m": 1.0
    },
    {
     "p": 0.07366081327199936,
     "m": 1.0
    },
    {
     "p": 0.050833579152822495,
     "m": 1.0
    },
    {
     "p": 0.07684652507305145,
     "m": 1.0
    },
    {
     "p": 0.07397466152906418,
     "m": 1.0
    },
    {
     "p": 0.09021180123090744,
     "m": 1.0
    },
    {
     "p": 0.08057654649019241,
     "m": 1.0
    },
    {
     "p": 0.11001496016979218,
     "m": 1.0
    },
    {
     "p": 0.035950832068920135,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 108,
   "train_loss": 1.2200514078140259,
   "val_loss": 0.9015714526176453,
   "acc": 69.69,
   "time": 109.68003255699296,
   "param": [
    {
     "p": 0.09357623010873795,
     "m": 1.0
    },
    {
     "p": 0.0875457376241684,
     "m": 1.0
    },
    {
     "p": 0.06617504358291626,
     "m": 1.0
    },
    {
     "p": 0.07043922692537308,
     "m": 1.0
    },
    {
     "p": 0.03982843458652496,
     "m": 1.0
    },
    {
     "p": 0.08429785072803497,
     "m": 1.0
    },
    {
     "p": 0.07964585721492767,
     "m": 1.0
    },
    {
     "p": 0.059151407331228256,
     "m": 1.0
    },
    {
     "p": 0.0776936486363411,
     "m": 1.0
    },
    {
     "p": 0.06271621584892273,
     "m": 1.0
    },
    {
     "p": 0.05556806921958923,
     "m": 1.0
    },
    {
     "p": 0.06124429404735565,
     "m": 1.0
    },
    {
     "p": 0.08843939751386642,
     "m": 1.0
    },
    {
     "p": 0.07367856055498123,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 109,
   "train_loss": 1.2263538837432861,
   "val_loss": 0.884574294090271,
   "acc": 70.01,
   "time": 115.44475950399647,
   "param": [
    {
     "p": 0.0873955488204956,
     "m": 1.0
    },
    {
     "p": 0.03415394946932793,
     "m": 1.0
    },
    {
     "p": 0.08404474705457687,
     "m": 1.0
    },
    {
     "p": 0.08178891986608505,
     "m": 1.0
    },
    {
     "p": 0.07285643368959427,
     "m": 1.0
    },
    {
     "p": 0.06753670424222946,
     "m": 1.0
    },
    {
     "p": 0.08414047211408615,
     "m": 1.0
    },
    {
     "p": 0.0645981952548027,
     "m": 1.0
    },
    {
     "p": 0.06837499141693115,
     "m": 1.0
    },
    {
     "p": 0.06994708627462387,
     "m": 1.0
    },
    {
     "p": 0.06835336983203888,
     "m": 1.0
    },
    {
     "p": 0.08664187788963318,
     "m": 1.0
    },
    {
     "p": 0.08088582754135132,
     "m": 1.0
    },
    {
     "p": 0.04928184673190117,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 110,
   "train_loss": 1.1717476844787598,
   "val_loss": 0.9001874923706055,
   "acc": 70.98,
   "time": 112.80425944298622,
   "param": [
    {
     "p": 0.08987417072057724,
     "m": 1.0
    },
    {
     "p": 0.05928143486380577,
     "m": 1.0
    },
    {
     "p": 0.09213823825120926,
     "m": 1.0
    },
    {
     "p": 0.01678648591041565,
     "m": 1.0
    },
    {
     "p": 0.06871961057186127,
     "m": 1.0
    },
    {
     "p": 0.03769605606794357,
     "m": 1.0
    },
    {
     "p": 0.07450073957443237,
     "m": 1.0
    },
    {
     "p": 0.0721450001001358,
     "m": 1.0
    },
    {
     "p": 0.0893784612417221,
     "m": 1.0
    },
    {
     "p": 0.07645664364099503,
     "m": 1.0
    },
    {
     "p": 0.08262336999177933,
     "m": 1.0
    },
    {
     "p": 0.09085589647293091,
     "m": 1.0
    },
    {
     "p": 0.08614221960306168,
     "m": 1.0
    },
    {
     "p": 0.06340160220861435,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 111,
   "train_loss": 1.1209280490875244,
   "val_loss": 0.9562073945999146,
   "acc": 70.7,
   "time": 131.66399294600706,
   "param": [
    {
     "p": 0.09383779764175415,
     "m": 1.0
    },
    {
     "p": 0.04140383377671242,
     "m": 1.0
    },
    {
     "p": 0.08562672138214111,
     "m": 1.0
    },
    {
     "p": 0.045533791184425354,
     "m": 1.0
    },
    {
     "p": 0.06853513419628143,
     "m": 1.0
    },
    {
     "p": 0.050686225295066833,
     "m": 1.0
    },
    {
     "p": 0.08549894392490387,
     "m": 1.0
    },
    {
     "p": 0.057097841054201126,
     "m": 1.0
    },
    {
     "p": 0.09578413516283035,
     "m": 1.0
    },
    {
     "p": 0.06912124902009964,
     "m": 1.0
    },
    {
     "p": 0.08945327997207642,
     "m": 1.0
    },
    {
     "p": 0.08323800563812256,
     "m": 1.0
    },
    {
     "p": 0.07831506431102753,
     "m": 1.0
    },
    {
     "p": 0.05586797744035721,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 112,
   "train_loss": 1.1264443397521973,
   "val_loss": 0.7722546458244324,
   "acc": 70.49,
   "time": 120.82483410200803,
   "param": [
    {
     "p": 0.08132876455783844,
     "m": 1.0
    },
    {
     "p": 0.05634119361639023,
     "m": 1.0
    },
    {
     "p": 0.04804662615060806,
     "m": 1.0
    },
    {
     "p": 0.06817333400249481,
     "m": 1.0
    },
    {
     "p": 0.04916287213563919,
     "m": 1.0
    },
    {
     "p": 0.08518742024898529,
     "m": 1.0
    },
    {
     "p": 0.09983840584754944,
     "m": 1.0
    },
    {
     "p": 0.013569767586886883,
     "m": 1.0
    },
    {
     "p": 0.08548234403133392,
     "m": 1.0
    },
    {
     "p": 0.08213724941015244,
     "m": 1.0
    },
    {
     "p": 0.07682722806930542,
     "m": 1.0
    },
    {
     "p": 0.0796457901597023,
     "m": 1.0
    },
    {
     "p": 0.09866417944431305,
     "m": 1.0
    },
    {
     "p": 0.07559464871883392,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 113,
   "train_loss": 1.010701298713684,
   "val_loss": 0.8041207194328308,
   "acc": 71.02,
   "time": 122.2441795769846,
   "param": [
    {
     "p": 0.07777879387140274,
     "m": 1.0
    },
    {
     "p": 0.06349287927150726,
     "m": 1.0
    },
    {
     "p": 0.08783314377069473,
     "m": 1.0
    },
    {
     "p": 0.08684397488832474,
     "m": 1.0
    },
    {
     "p": 0.03455927595496178,
     "m": 1.0
    },
    {
     "p": 0.058838676661252975,
     "m": 1.0
    },
    {
     "p": 0.10305307060480118,
     "m": 1.0
    },
    {
     "p": 0.0784713551402092,
     "m": 1.0
    },
    {
     "p": 0.07147616893053055,
     "m": 1.0
    },
    {
     "p": 0.06888362020254135,
     "m": 1.0
    },
    {
     "p": 0.07748136669397354,
     "m": 1.0
    },
    {
     "p": 0.05888284370303154,
     "m": 1.0
    },
    {
     "p": 0.07526390254497528,
     "m": 1.0
    },
    {
     "p": 0.05714087933301926,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 114,
   "train_loss": 1.059430480003357,
   "val_loss": 0.8202383518218994,
   "acc": 69.81,
   "time": 110.35777593098464,
   "param": [
    {
     "p": 0.11668325960636139,
     "m": 1.0
    },
    {
     "p": 0.038153812289237976,
     "m": 1.0
    },
    {
     "p": 0.08877633512020111,
     "m": 1.0
    },
    {
     "p": 0.03859769552946091,
     "m": 1.0
    },
    {
     "p": 0.040629297494888306,
     "m": 1.0
    },
    {
     "p": 0.044103510677814484,
     "m": 1.0
    },
    {
     "p": 0.08645671606063843,
     "m": 1.0
    },
    {
     "p": 0.06699364632368088,
     "m": 1.0
    },
    {
     "p": 0.02895117551088333,
     "m": 1.0
    },
    {
     "p": 0.08428753912448883,
     "m": 1.0
    },
    {
     "p": 0.07924732565879822,
     "m": 1.0
    },
    {
     "p": 0.09799898415803909,
     "m": 1.0
    },
    {
     "p": 0.10440582036972046,
     "m": 1.0
    },
    {
     "p": 0.08471482247114182,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 115,
   "train_loss": 1.1956063508987427,
   "val_loss": 0.8409509062767029,
   "acc": 71.03,
   "time": 111.83812908700202,
   "param": [
    {
     "p": 0.08927763998508453,
     "m": 1.0
    },
    {
     "p": 0.044275738298892975,
     "m": 1.0
    },
    {
     "p": 0.038867730647325516,
     "m": 1.0
    },
    {
     "p": 0.06833727657794952,
     "m": 1.0
    },
    {
     "p": 0.059311337769031525,
     "m": 1.0
    },
    {
     "p": 0.020617663860321045,
     "m": 1.0
    },
    {
     "p": 0.09415591508150101,
     "m": 1.0
    },
    {
     "p": 0.08430792391300201,
     "m": 1.0
    },
    {
     "p": 0.060823459178209305,
     "m": 1.0
    },
    {
     "p": 0.07753986865282059,
     "m": 1.0
    },
    {
     "p": 0.08356929570436478,
     "m": 1.0
    },
    {
     "p": 0.1088872030377388,
     "m": 1.0
    },
    {
     "p": 0.08373694866895676,
     "m": 1.0
    },
    {
     "p": 0.08629197627305984,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 116,
   "train_loss": 1.0240060091018677,
   "val_loss": 0.8745636940002441,
   "acc": 71.21,
   "time": 108.86947813601,
   "param": [
    {
     "p": 0.06288038939237595,
     "m": 1.0
    },
    {
     "p": 0.035387564450502396,
     "m": 1.0
    },
    {
     "p": 0.08513172715902328,
     "m": 1.0
    },
    {
     "p": 0.05761900544166565,
     "m": 1.0
    },
    {
     "p": 0.06722139567136765,
     "m": 1.0
    },
    {
     "p": 0.043498411774635315,
     "m": 1.0
    },
    {
     "p": 0.09209384769201279,
     "m": 1.0
    },
    {
     "p": 0.05164441093802452,
     "m": 1.0
    },
    {
     "p": 0.0910428836941719,
     "m": 1.0
    },
    {
     "p": 0.06926049292087555,
     "m": 1.0
    },
    {
     "p": 0.07564165443181992,
     "m": 1.0
    },
    {
     "p": 0.09815388917922974,
     "m": 1.0
    },
    {
     "p": 0.09376641362905502,
     "m": 1.0
    },
    {
     "p": 0.07665792852640152,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 117,
   "train_loss": 1.2079243659973145,
   "val_loss": 0.9336329102516174,
   "acc": 69.98,
   "time": 110.62720213198918,
   "param": [
    {
     "p": 0.06459621340036392,
     "m": 1.0
    },
    {
     "p": 0.07565104961395264,
     "m": 1.0
    },
    {
     "p": 0.06926638633012772,
     "m": 1.0
    },
    {
     "p": 0.05599110946059227,
     "m": 1.0
    },
    {
     "p": 0.09795388579368591,
     "m": 1.0
    },
    {
     "p": 0.06431099772453308,
     "m": 1.0
    },
    {
     "p": 0.0666099265217781,
     "m": 1.0
    },
    {
     "p": 0.06516130268573761,
     "m": 1.0
    },
    {
     "p": 0.09654282033443451,
     "m": 1.0
    },
    {
     "p": 0.07766242325305939,
     "m": 1.0
    },
    {
     "p": 0.06638608127832413,
     "m": 1.0
    },
    {
     "p": 0.07151160389184952,
     "m": 1.0
    },
    {
     "p": 0.07605308294296265,
     "m": 1.0
    },
    {
     "p": 0.05230307579040527,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 118,
   "train_loss": 1.2535353899002075,
   "val_loss": 0.841436505317688,
   "acc": 70.0,
   "time": 111.85897839997779,
   "param": [
    {
     "p": 0.08047828078269958,
     "m": 1.0
    },
    {
     "p": 0.05816425755620003,
     "m": 1.0
    },
    {
     "p": 0.07106076925992966,
     "m": 1.0
    },
    {
     "p": 0.03561069071292877,
     "m": 1.0
    },
    {
     "p": 0.04875394329428673,
     "m": 1.0
    },
    {
     "p": 0.06729163974523544,
     "m": 1.0
    },
    {
     "p": 0.09484987705945969,
     "m": 1.0
    },
    {
     "p": 0.056776802986860275,
     "m": 1.0
    },
    {
     "p": 0.06753596663475037,
     "m": 1.0
    },
    {
     "p": 0.062092360109090805,
     "m": 1.0
    },
    {
     "p": 0.09587721526622772,
     "m": 1.0
    },
    {
     "p": 0.09746891260147095,
     "m": 1.0
    },
    {
     "p": 0.08490216732025146,
     "m": 1.0
    },
    {
     "p": 0.0791371539235115,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 119,
   "train_loss": 1.2561053037643433,
   "val_loss": 0.769926130771637,
   "acc": 71.01,
   "time": 120.69372997700702,
   "param": [
    {
     "p": 0.058459606021642685,
     "m": 1.0
    },
    {
     "p": 0.052963536232709885,
     "m": 1.0
    },
    {
     "p": 0.08909755945205688,
     "m": 1.0
    },
    {
     "p": 0.056369416415691376,
     "m": 1.0
    },
    {
     "p": 0.06892289221286774,
     "m": 1.0
    },
    {
     "p": 0.05003828555345535,
     "m": 1.0
    },
    {
     "p": 0.04854334518313408,
     "m": 1.0
    },
    {
     "p": 0.07819881290197372,
     "m": 1.0
    },
    {
     "p": 0.0698588639497757,
     "m": 1.0
    },
    {
     "p": 0.0829748883843422,
     "m": 1.0
    },
    {
     "p": 0.08320567011833191,
     "m": 1.0
    },
    {
     "p": 0.07636893540620804,
     "m": 1.0
    },
    {
     "p": 0.1128845289349556,
     "m": 1.0
    },
    {
     "p": 0.07211358845233917,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 120,
   "train_loss": 1.1512722969055176,
   "val_loss": 0.9785324335098267,
   "acc": 70.09,
   "time": 110.35868012299761,
   "param": [
    {
     "p": 0.09684901684522629,
     "m": 1.0
    },
    {
     "p": 0.0526956282556057,
     "m": 1.0
    },
    {
     "p": 0.07794827222824097,
     "m": 1.0
    },
    {
     "p": 0.06698072701692581,
     "m": 1.0
    },
    {
     "p": 0.056143343448638916,
     "m": 1.0
    },
    {
     "p": 0.0743640884757042,
     "m": 1.0
    },
    {
     "p": 0.07289505749940872,
     "m": 1.0
    },
    {
     "p": 0.05945901200175285,
     "m": 1.0
    },
    {
     "p": 0.06232950836420059,
     "m": 1.0
    },
    {
     "p": 0.0884651243686676,
     "m": 1.0
    },
    {
     "p": 0.07424373179674149,
     "m": 1.0
    },
    {
     "p": 0.09424955397844315,
     "m": 1.0
    },
    {
     "p": 0.08101647347211838,
     "m": 1.0
    },
    {
     "p": 0.04236047342419624,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 121,
   "train_loss": 1.294873595237732,
   "val_loss": 0.8461856842041016,
   "acc": 70.96,
   "time": 124.871954525006,
   "param": [
    {
     "p": 0.0530502088367939,
     "m": 1.0
    },
    {
     "p": 0.06730180233716965,
     "m": 1.0
    },
    {
     "p": 0.08575687557458878,
     "m": 1.0
    },
    {
     "p": 0.06995516270399094,
     "m": 1.0
    },
    {
     "p": 0.05376298353075981,
     "m": 1.0
    },
    {
     "p": 0.06594482809305191,
     "m": 1.0
    },
    {
     "p": 0.06732840836048126,
     "m": 1.0
    },
    {
     "p": 0.07349783182144165,
     "m": 1.0
    },
    {
     "p": 0.09497494250535965,
     "m": 1.0
    },
    {
     "p": 0.09490088373422623,
     "m": 1.0
    },
    {
     "p": 0.022253762930631638,
     "m": 1.0
    },
    {
     "p": 0.07884792238473892,
     "m": 1.0
    },
    {
     "p": 0.10962497442960739,
     "m": 1.0
    },
    {
     "p": 0.06279939413070679,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 122,
   "train_loss": 1.0765483379364014,
   "val_loss": 0.7577406764030457,
   "acc": 71.58,
   "time": 129.73748457297916,
   "param": [
    {
     "p": 0.054394837468862534,
     "m": 1.0
    },
    {
     "p": 0.03376247361302376,
     "m": 1.0
    },
    {
     "p": 0.06343773752450943,
     "m": 1.0
    },
    {
     "p": 0.02259317971765995,
     "m": 1.0
    },
    {
     "p": 0.07112125307321548,
     "m": 1.0
    },
    {
     "p": 0.07263053208589554,
     "m": 1.0
    },
    {
     "p": 0.06921103596687317,
     "m": 1.0
    },
    {
     "p": 0.053210414946079254,
     "m": 1.0
    },
    {
     "p": 0.09024730324745178,
     "m": 1.0
    },
    {
     "p": 0.10130620747804642,
     "m": 1.0
    },
    {
     "p": 0.08228770643472672,
     "m": 1.0
    },
    {
     "p": 0.0883273035287857,
     "m": 1.0
    },
    {
     "p": 0.1232619434595108,
     "m": 1.0
    },
    {
     "p": 0.07420806586742401,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 123,
   "train_loss": 1.1461091041564941,
   "val_loss": 0.7928595542907715,
   "acc": 72.19,
   "time": 117.04057252500206,
   "param": [
    {
     "p": 0.09470953047275543,
     "m": 1.0
    },
    {
     "p": 0.053046878427267075,
     "m": 1.0
    },
    {
     "p": 0.07826246321201324,
     "m": 1.0
    },
    {
     "p": 0.04678934067487717,
     "m": 1.0
    },
    {
     "p": 0.025555899366736412,
     "m": 1.0
    },
    {
     "p": 0.05745432525873184,
     "m": 1.0
    },
    {
     "p": 0.1054060161113739,
     "m": 1.0
    },
    {
     "p": 0.05720445141196251,
     "m": 1.0
    },
    {
     "p": 0.0728551521897316,
     "m": 1.0
    },
    {
     "p": 0.08286041021347046,
     "m": 1.0
    },
    {
     "p": 0.07903711497783661,
     "m": 1.0
    },
    {
     "p": 0.08821108937263489,
     "m": 1.0
    },
    {
     "p": 0.08587462455034256,
     "m": 1.0
    },
    {
     "p": 0.07273264974355698,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 124,
   "train_loss": 1.2061622142791748,
   "val_loss": 0.8835340142250061,
   "acc": 71.33,
   "time": 131.27192643700982,
   "param": [
    {
     "p": 0.0901847556233406,
     "m": 1.0
    },
    {
     "p": 0.04160873219370842,
     "m": 1.0
    },
    {
     "p": 0.09743358939886093,
     "m": 1.0
    },
    {
     "p": 0.01918085664510727,
     "m": 1.0
    },
    {
     "p": 0.0370917022228241,
     "m": 1.0
    },
    {
     "p": 0.05056163668632507,
     "m": 1.0
    },
    {
     "p": 0.06502251327037811,
     "m": 1.0
    },
    {
     "p": 0.07624528557062149,
     "m": 1.0
    },
    {
     "p": 0.06449232995510101,
     "m": 1.0
    },
    {
     "p": 0.09587092697620392,
     "m": 1.0
    },
    {
     "p": 0.09244512766599655,
     "m": 1.0
    },
    {
     "p": 0.09160327166318893,
     "m": 1.0
    },
    {
     "p": 0.08700088411569595,
     "m": 1.0
    },
    {
     "p": 0.09125836193561554,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 125,
   "train_loss": 1.0433722734451294,
   "val_loss": 0.8214357495307922,
   "acc": 71.6,
   "time": 109.39124996800092,
   "param": [
    {
     "p": 0.07609257847070694,
     "m": 1.0
    },
    {
     "p": 0.07099457830190659,
     "m": 1.0
    },
    {
     "p": 0.07211633771657944,
     "m": 1.0
    },
    {
     "p": 0.06317848712205887,
     "m": 1.0
    },
    {
     "p": 0.0770321935415268,
     "m": 1.0
    },
    {
     "p": 0.03659641370177269,
     "m": 1.0
    },
    {
     "p": 0.07855319231748581,
     "m": 1.0
    },
    {
     "p": 0.047103945165872574,
     "m": 1.0
    },
    {
     "p": 0.08738519996404648,
     "m": 1.0
    },
    {
     "p": 0.10200610756874084,
     "m": 1.0
    },
    {
     "p": 0.061170291155576706,
     "m": 1.0
    },
    {
     "p": 0.08179770410060883,
     "m": 1.0
    },
    {
     "p": 0.09372853487730026,
     "m": 1.0
    },
    {
     "p": 0.05224441736936569,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 126,
   "train_loss": 1.2615363597869873,
   "val_loss": 0.840914785861969,
   "acc": 72.03,
   "time": 116.23919457400916,
   "param": [
    {
     "p": 0.07228995859622955,
     "m": 1.0
    },
    {
     "p": 0.055256761610507965,
     "m": 1.0
    },
    {
     "p": 0.09245369583368301,
     "m": 1.0
    },
    {
     "p": 0.07435160130262375,
     "m": 1.0
    },
    {
     "p": 0.06527610868215561,
     "m": 1.0
    },
    {
     "p": 0.05961782485246658,
     "m": 1.0
    },
    {
     "p": 0.07435327023267746,
     "m": 1.0
    },
    {
     "p": 0.06201263144612312,
     "m": 1.0
    },
    {
     "p": 0.0619298480451107,
     "m": 1.0
    },
    {
     "p": 0.07414425909519196,
     "m": 1.0
    },
    {
     "p": 0.08081627637147903,
     "m": 1.0
    },
    {
     "p": 0.07656491547822952,
     "m": 1.0
    },
    {
     "p": 0.0878744050860405,
     "m": 1.0
    },
    {
     "p": 0.06305836886167526,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 127,
   "train_loss": 1.0643787384033203,
   "val_loss": 0.8938286304473877,
   "acc": 70.77,
   "time": 112.87937223000336,
   "param": [
    {
     "p": 0.11071822047233582,
     "m": 1.0
    },
    {
     "p": 0.06135166808962822,
     "m": 1.0
    },
    {
     "p": 0.07060032337903976,
     "m": 1.0
    },
    {
     "p": 0.04789154976606369,
     "m": 1.0
    },
    {
     "p": 0.04136163741350174,
     "m": 1.0
    },
    {
     "p": 0.05104001238942146,
     "m": 1.0
    },
    {
     "p": 0.07265399396419525,
     "m": 1.0
    },
    {
     "p": 0.10025539994239807,
     "m": 1.0
    },
    {
     "p": 0.07665398716926575,
     "m": 1.0
    },
    {
     "p": 0.061971765011548996,
     "m": 1.0
    },
    {
     "p": 0.06789754331111908,
     "m": 1.0
    },
    {
     "p": 0.07927396893501282,
     "m": 1.0
    },
    {
     "p": 0.10086619853973389,
     "m": 1.0
    },
    {
     "p": 0.05746370553970337,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 128,
   "train_loss": 1.117262363433838,
   "val_loss": 0.746594250202179,
   "acc": 71.25,
   "time": 134.1648817770183,
   "param": [
    {
     "p": 0.07554410398006439,
     "m": 1.0
    },
    {
     "p": 0.056745756417512894,
     "m": 1.0
    },
    {
     "p": 0.08546709269285202,
     "m": 1.0
    },
    {
     "p": 0.03747424855828285,
     "m": 1.0
    },
    {
     "p": 0.06398394703865051,
     "m": 1.0
    },
    {
     "p": 0.06585383415222168,
     "m": 1.0
    },
    {
     "p": 0.09170277416706085,
     "m": 1.0
    },
    {
     "p": 0.0800805389881134,
     "m": 1.0
    },
    {
     "p": 0.07811373472213745,
     "m": 1.0
    },
    {
     "p": 0.06360799074172974,
     "m": 1.0
    },
    {
     "p": 0.061841364949941635,
     "m": 1.0
    },
    {
     "p": 0.07948743551969528,
     "m": 1.0
    },
    {
     "p": 0.0876927450299263,
     "m": 1.0
    },
    {
     "p": 0.07240443676710129,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 129,
   "train_loss": 0.8726435899734497,
   "val_loss": 0.8535376191139221,
   "acc": 71.94,
   "time": 110.54988415399566,
   "param": [
    {
     "p": 0.061192501336336136,
     "m": 1.0
    },
    {
     "p": 0.06807713955640793,
     "m": 1.0
    },
    {
     "p": 0.0845971331000328,
     "m": 1.0
    },
    {
     "p": 0.08136308938264847,
     "m": 1.0
    },
    {
     "p": 0.057182490825653076,
     "m": 1.0
    },
    {
     "p": 0.0678502544760704,
     "m": 1.0
    },
    {
     "p": 0.06197594478726387,
     "m": 1.0
    },
    {
     "p": 0.05887749791145325,
     "m": 1.0
    },
    {
     "p": 0.08412868529558182,
     "m": 1.0
    },
    {
     "p": 0.0951148197054863,
     "m": 1.0
    },
    {
     "p": 0.08306407928466797,
     "m": 1.0
    },
    {
     "p": 0.0806385800242424,
     "m": 1.0
    },
    {
     "p": 0.04273073747754097,
     "m": 1.0
    },
    {
     "p": 0.07320698350667953,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 130,
   "train_loss": 1.3093469142913818,
   "val_loss": 0.836198091506958,
   "acc": 71.07,
   "time": 109.8201112819952,
   "param": [
    {
     "p": 0.0982728898525238,
     "m": 1.0
    },
    {
     "p": 0.05819637328386307,
     "m": 1.0
    },
    {
     "p": 0.10565036535263062,
     "m": 1.0
    },
    {
     "p": 0.05216364189982414,
     "m": 1.0
    },
    {
     "p": 0.036166053265333176,
     "m": 1.0
    },
    {
     "p": 0.051774535328149796,
     "m": 1.0
    },
    {
     "p": 0.07290782034397125,
     "m": 1.0
    },
    {
     "p": 0.040155358612537384,
     "m": 1.0
    },
    {
     "p": 0.058279238641262054,
     "m": 1.0
    },
    {
     "p": 0.07610780745744705,
     "m": 1.0
    },
    {
     "p": 0.06491473317146301,
     "m": 1.0
    },
    {
     "p": 0.0802023857831955,
     "m": 1.0
    },
    {
     "p": 0.10998233407735825,
     "m": 1.0
    },
    {
     "p": 0.09522641450166702,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 131,
   "train_loss": 1.1506820917129517,
   "val_loss": 0.8029446005821228,
   "acc": 71.2,
   "time": 116.73993058101041,
   "param": [
    {
     "p": 0.10591518878936768,
     "m": 1.0
    },
    {
     "p": 0.05078548565506935,
     "m": 1.0
    },
    {
     "p": 0.07123556733131409,
     "m": 1.0
    },
    {
     "p": 0.06759719550609589,
     "m": 1.0
    },
    {
     "p": 0.057493917644023895,
     "m": 1.0
    },
    {
     "p": 0.045022886246442795,
     "m": 1.0
    },
    {
     "p": 0.0637170672416687,
     "m": 1.0
    },
    {
     "p": 0.07386431843042374,
     "m": 1.0
    },
    {
     "p": 0.07974514365196228,
     "m": 1.0
    },
    {
     "p": 0.06446680426597595,
     "m": 1.0
    },
    {
     "p": 0.09457986056804657,
     "m": 1.0
    },
    {
     "p": 0.07038740068674088,
     "m": 1.0
    },
    {
     "p": 0.08609990775585175,
     "m": 1.0
    },
    {
     "p": 0.06908935308456421,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 132,
   "train_loss": 0.9251993298530579,
   "val_loss": 0.7562389373779297,
   "acc": 71.7,
   "time": 126.08192921199952,
   "param": [
    {
     "p": 0.08917327225208282,
     "m": 1.0
    },
    {
     "p": 0.053799163550138474,
     "m": 1.0
    },
    {
     "p": 0.08243005722761154,
     "m": 1.0
    },
    {
     "p": 0.07385169714689255,
     "m": 1.0
    },
    {
     "p": 0.053297948092222214,
     "m": 1.0
    },
    {
     "p": 0.045867595821619034,
     "m": 1.0
    },
    {
     "p": 0.062261126935482025,
     "m": 1.0
    },
    {
     "p": 0.06813818961381912,
     "m": 1.0
    },
    {
     "p": 0.0717490017414093,
     "m": 1.0
    },
    {
     "p": 0.08493071049451828,
     "m": 1.0
    },
    {
     "p": 0.05088287591934204,
     "m": 1.0
    },
    {
     "p": 0.11503608524799347,
     "m": 1.0
    },
    {
     "p": 0.08292941749095917,
     "m": 1.0
    },
    {
     "p": 0.06565293669700623,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 133,
   "train_loss": 1.023938775062561,
   "val_loss": 0.8047775030136108,
   "acc": 70.43,
   "time": 116.29925009098952,
   "param": [
    {
     "p": 0.08406016230583191,
     "m": 1.0
    },
    {
     "p": 0.0738426148891449,
     "m": 1.0
    },
    {
     "p": 0.06937481462955475,
     "m": 1.0
    },
    {
     "p": 0.07920550554990768,
     "m": 1.0
    },
    {
     "p": 0.04775246977806091,
     "m": 1.0
    },
    {
     "p": 0.05059606581926346,
     "m": 1.0
    },
    {
     "p": 0.05016694962978363,
     "m": 1.0
    },
    {
     "p": 0.05904259905219078,
     "m": 1.0
    },
    {
     "p": 0.06826291978359222,
     "m": 1.0
    },
    {
     "p": 0.08089297264814377,
     "m": 1.0
    },
    {
     "p": 0.06391551345586777,
     "m": 1.0
    },
    {
     "p": 0.10884258896112442,
     "m": 1.0
    },
    {
     "p": 0.09471113979816437,
     "m": 1.0
    },
    {
     "p": 0.0693337619304657,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 134,
   "train_loss": 1.2533760070800781,
   "val_loss": 0.8524293303489685,
   "acc": 71.18,
   "time": 118.19702953199157,
   "param": [
    {
     "p": 0.07404439896345139,
     "m": 1.0
    },
    {
     "p": 0.03510713949799538,
     "m": 1.0
    },
    {
     "p": 0.09181108325719833,
     "m": 1.0
    },
    {
     "p": 0.06111689656972885,
     "m": 1.0
    },
    {
     "p": 0.05384122207760811,
     "m": 1.0
    },
    {
     "p": 0.04054425284266472,
     "m": 1.0
    },
    {
     "p": 0.09531103074550629,
     "m": 1.0
    },
    {
     "p": 0.06332126259803772,
     "m": 1.0
    },
    {
     "p": 0.08459746837615967,
     "m": 1.0
    },
    {
     "p": 0.08569797873497009,
     "m": 1.0
    },
    {
     "p": 0.08204873651266098,
     "m": 1.0
    },
    {
     "p": 0.07681406289339066,
     "m": 1.0
    },
    {
     "p": 0.0831478163599968,
     "m": 1.0
    },
    {
     "p": 0.07259666919708252,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 135,
   "train_loss": 1.2314790487289429,
   "val_loss": 0.7265160083770752,
   "acc": 72.23,
   "time": 116.65417243199772,
   "param": [
    {
     "p": 0.08071195334196091,
     "m": 1.0
    },
    {
     "p": 0.05116294324398041,
     "m": 1.0
    },
    {
     "p": 0.10433746874332428,
     "m": 1.0
    },
    {
     "p": 0.05895759537816048,
     "m": 1.0
    },
    {
     "p": 0.04051339626312256,
     "m": 1.0
    },
    {
     "p": 0.04966246709227562,
     "m": 1.0
    },
    {
     "p": 0.05487600713968277,
     "m": 1.0
    },
    {
     "p": 0.06511881202459335,
     "m": 1.0
    },
    {
     "p": 0.07981894165277481,
     "m": 1.0
    },
    {
     "p": 0.09140891581773758,
     "m": 1.0
    },
    {
     "p": 0.0552702471613884,
     "m": 1.0
    },
    {
     "p": 0.08553396165370941,
     "m": 1.0
    },
    {
     "p": 0.10416869074106216,
     "m": 1.0
    },
    {
     "p": 0.07845868170261383,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 136,
   "train_loss": 1.182856798171997,
   "val_loss": 0.7597945928573608,
   "acc": 71.48,
   "time": 108.79010756200296,
   "param": [
    {
     "p": 0.08257488161325455,
     "m": 1.0
    },
    {
     "p": 0.0405430793762207,
     "m": 1.0
    },
    {
     "p": 0.07785529643297195,
     "m": 1.0
    },
    {
     "p": 0.05152217671275139,
     "m": 1.0
    },
    {
     "p": 0.04821934923529625,
     "m": 1.0
    },
    {
     "p": 0.09719458222389221,
     "m": 1.0
    },
    {
     "p": 0.07572812587022781,
     "m": 1.0
    },
    {
     "p": 0.06807741522789001,
     "m": 1.0
    },
    {
     "p": 0.08643756061792374,
     "m": 1.0
    },
    {
     "p": 0.0694708526134491,
     "m": 1.0
    },
    {
     "p": 0.06975650787353516,
     "m": 1.0
    },
    {
     "p": 0.06406586617231369,
     "m": 1.0
    },
    {
     "p": 0.08576951175928116,
     "m": 1.0
    },
    {
     "p": 0.08278480917215347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 137,
   "train_loss": 1.1910392045974731,
   "val_loss": 0.7228810787200928,
   "acc": 71.81,
   "time": 113.37788276100764,
   "param": [
    {
     "p": 0.08656828850507736,
     "m": 1.0
    },
    {
     "p": 0.07011035829782486,
     "m": 1.0
    },
    {
     "p": 0.0858946144580841,
     "m": 1.0
    },
    {
     "p": 0.07335633039474487,
     "m": 1.0
    },
    {
     "p": 0.0478365384042263,
     "m": 1.0
    },
    {
     "p": 0.06010482832789421,
     "m": 1.0
    },
    {
     "p": 0.04727473855018616,
     "m": 1.0
    },
    {
     "p": 0.05314531922340393,
     "m": 1.0
    },
    {
     "p": 0.07783973217010498,
     "m": 1.0
    },
    {
     "p": 0.09464677423238754,
     "m": 1.0
    },
    {
     "p": 0.08295124769210815,
     "m": 1.0
    },
    {
     "p": 0.08827228844165802,
     "m": 1.0
    },
    {
     "p": 0.0639176145195961,
     "m": 1.0
    },
    {
     "p": 0.068081334233284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 138,
   "train_loss": 1.2057584524154663,
   "val_loss": 0.8310508131980896,
   "acc": 71.19,
   "time": 111.1626993480022,
   "param": [
    {
     "p": 0.09679952263832092,
     "m": 1.0
    },
    {
     "p": 0.06278581917285919,
     "m": 1.0
    },
    {
     "p": 0.10863939672708511,
     "m": 1.0
    },
    {
     "p": 0.04707413911819458,
     "m": 1.0
    },
    {
     "p": 0.05501270294189453,
     "m": 1.0
    },
    {
     "p": 0.08626165986061096,
     "m": 1.0
    },
    {
     "p": 0.07506251335144043,
     "m": 1.0
    },
    {
     "p": 0.030870573595166206,
     "m": 1.0
    },
    {
     "p": 0.0601026825606823,
     "m": 1.0
    },
    {
     "p": 0.05690300464630127,
     "m": 1.0
    },
    {
     "p": 0.08900229632854462,
     "m": 1.0
    },
    {
     "p": 0.07544878125190735,
     "m": 1.0
    },
    {
     "p": 0.08676468580961227,
     "m": 1.0
    },
    {
     "p": 0.06927219033241272,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 139,
   "train_loss": 1.047942042350769,
   "val_loss": 0.6917785406112671,
   "acc": 71.93,
   "time": 109.90503571298905,
   "param": [
    {
     "p": 0.10085712373256683,
     "m": 1.0
    },
    {
     "p": 0.05108489468693733,
     "m": 1.0
    },
    {
     "p": 0.08244387060403824,
     "m": 1.0
    },
    {
     "p": 0.059142258018255234,
     "m": 1.0
    },
    {
     "p": 0.027989324182271957,
     "m": 1.0
    },
    {
     "p": 0.05784519389271736,
     "m": 1.0
    },
    {
     "p": 0.07870078086853027,
     "m": 1.0
    },
    {
     "p": 0.08312191814184189,
     "m": 1.0
    },
    {
     "p": 0.07973015308380127,
     "m": 1.0
    },
    {
     "p": 0.07393541932106018,
     "m": 1.0
    },
    {
     "p": 0.09201972931623459,
     "m": 1.0
    },
    {
     "p": 0.06371921300888062,
     "m": 1.0
    },
    {
     "p": 0.08736070990562439,
     "m": 1.0
    },
    {
     "p": 0.06204940378665924,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 140,
   "train_loss": 1.2245457172393799,
   "val_loss": 0.8401617407798767,
   "acc": 71.53,
   "time": 111.6642669980065,
   "param": [
    {
     "p": 0.08268305659294128,
     "m": 1.0
    },
    {
     "p": 0.06448247283697128,
     "m": 1.0
    },
    {
     "p": 0.06927154958248138,
     "m": 1.0
    },
    {
     "p": 0.02748134359717369,
     "m": 1.0
    },
    {
     "p": 0.05766148865222931,
     "m": 1.0
    },
    {
     "p": 0.06717299669981003,
     "m": 1.0
    },
    {
     "p": 0.07111254334449768,
     "m": 1.0
    },
    {
     "p": 0.0651107057929039,
     "m": 1.0
    },
    {
     "p": 0.06811638921499252,
     "m": 1.0
    },
    {
     "p": 0.07946933805942535,
     "m": 1.0
    },
    {
     "p": 0.07682308554649353,
     "m": 1.0
    },
    {
     "p": 0.0885913148522377,
     "m": 1.0
    },
    {
     "p": 0.09985212236642838,
     "m": 1.0
    },
    {
     "p": 0.08217161148786545,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 141,
   "train_loss": 1.262368083000183,
   "val_loss": 0.7399465441703796,
   "acc": 71.62,
   "time": 110.67216795898275,
   "param": [
    {
     "p": 0.06887958943843842,
     "m": 1.0
    },
    {
     "p": 0.05347341299057007,
     "m": 1.0
    },
    {
     "p": 0.08170050382614136,
     "m": 1.0
    },
    {
     "p": 0.0694427639245987,
     "m": 1.0
    },
    {
     "p": 0.07504262775182724,
     "m": 1.0
    },
    {
     "p": 0.057868074625730515,
     "m": 1.0
    },
    {
     "p": 0.10759177058935165,
     "m": 1.0
    },
    {
     "p": 0.07022973150014877,
     "m": 1.0
    },
    {
     "p": 0.07583972811698914,
     "m": 1.0
    },
    {
     "p": 0.07980172336101532,
     "m": 1.0
    },
    {
     "p": 0.04668891057372093,
     "m": 1.0
    },
    {
     "p": 0.08853401988744736,
     "m": 1.0
    },
    {
     "p": 0.06592721492052078,
     "m": 1.0
    },
    {
     "p": 0.05897994339466095,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 142,
   "train_loss": 1.0680402517318726,
   "val_loss": 0.7967857122421265,
   "acc": 72.6,
   "time": 121.33648563898169,
   "param": [
    {
     "p": 0.0838690921664238,
     "m": 1.0
    },
    {
     "p": 0.05433826148509979,
     "m": 1.0
    },
    {
     "p": 0.07874632626771927,
     "m": 1.0
    },
    {
     "p": 0.03216607868671417,
     "m": 1.0
    },
    {
     "p": 0.08377010375261307,
     "m": 1.0
    },
    {
     "p": 0.051915835589170456,
     "m": 1.0
    },
    {
     "p": 0.07479698210954666,
     "m": 1.0
    },
    {
     "p": 0.09148839116096497,
     "m": 1.0
    },
    {
     "p": 0.08159296214580536,
     "m": 1.0
    },
    {
     "p": 0.09182686358690262,
     "m": 1.0
    },
    {
     "p": 0.06793983280658722,
     "m": 1.0
    },
    {
     "p": 0.06337568908929825,
     "m": 1.0
    },
    {
     "p": 0.07650941610336304,
     "m": 1.0
    },
    {
     "p": 0.06766408681869507,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 143,
   "train_loss": 1.3765935897827148,
   "val_loss": 0.8569328784942627,
   "acc": 71.18,
   "time": 132.0658078790002,
   "param": [
    {
     "p": 0.08456632494926453,
     "m": 1.0
    },
    {
     "p": 0.06507131457328796,
     "m": 1.0
    },
    {
     "p": 0.07808317989110947,
     "m": 1.0
    },
    {
     "p": 0.0765935406088829,
     "m": 1.0
    },
    {
     "p": 0.08144345134496689,
     "m": 1.0
    },
    {
     "p": 0.03687286004424095,
     "m": 1.0
    },
    {
     "p": 0.09614197164773941,
     "m": 1.0
    },
    {
     "p": 0.07706811279058456,
     "m": 1.0
    },
    {
     "p": 0.06814475357532501,
     "m": 1.0
    },
    {
     "p": 0.06164790317416191,
     "m": 1.0
    },
    {
     "p": 0.07820780575275421,
     "m": 1.0
    },
    {
     "p": 0.0713309645652771,
     "m": 1.0
    },
    {
     "p": 0.05621200427412987,
     "m": 1.0
    },
    {
     "p": 0.06861582398414612,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 144,
   "train_loss": 1.1673256158828735,
   "val_loss": 0.8622504472732544,
   "acc": 71.84,
   "time": 124.06899344199337,
   "param": [
    {
     "p": 0.0929567962884903,
     "m": 1.0
    },
    {
     "p": 0.08191473037004471,
     "m": 1.0
    },
    {
     "p": 0.07497510313987732,
     "m": 1.0
    },
    {
     "p": 0.06619684398174286,
     "m": 1.0
    },
    {
     "p": 0.06758840382099152,
     "m": 1.0
    },
    {
     "p": 0.05748138949275017,
     "m": 1.0
    },
    {
     "p": 0.06565448641777039,
     "m": 1.0
    },
    {
     "p": 0.07056892663240433,
     "m": 1.0
    },
    {
     "p": 0.0573246031999588,
     "m": 1.0
    },
    {
     "p": 0.09643907845020294,
     "m": 1.0
    },
    {
     "p": 0.05346543714404106,
     "m": 1.0
    },
    {
     "p": 0.04976320639252663,
     "m": 1.0
    },
    {
     "p": 0.09414327144622803,
     "m": 1.0
    },
    {
     "p": 0.07152769714593887,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 145,
   "train_loss": 1.1161631345748901,
   "val_loss": 0.6732590198516846,
   "acc": 72.27,
   "time": 112.01808717599488,
   "param": [
    {
     "p": 0.08489152789115906,
     "m": 1.0
    },
    {
     "p": 0.05006156116724014,
     "m": 1.0
    },
    {
     "p": 0.0749414786696434,
     "m": 1.0
    },
    {
     "p": 0.06506701558828354,
     "m": 1.0
    },
    {
     "p": 0.05459955707192421,
     "m": 1.0
    },
    {
     "p": 0.04467856511473656,
     "m": 1.0
    },
    {
     "p": 0.05014122277498245,
     "m": 1.0
    },
    {
     "p": 0.07201492041349411,
     "m": 1.0
    },
    {
     "p": 0.08971376717090607,
     "m": 1.0
    },
    {
     "p": 0.08478723466396332,
     "m": 1.0
    },
    {
     "p": 0.06126157566905022,
     "m": 1.0
    },
    {
     "p": 0.12012872844934464,
     "m": 1.0
    },
    {
     "p": 0.07971727102994919,
     "m": 1.0
    },
    {
     "p": 0.0679956004023552,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 146,
   "train_loss": 1.1612662076950073,
   "val_loss": 0.7621195912361145,
   "acc": 71.42,
   "time": 110.76452134602005,
   "param": [
    {
     "p": 0.07370986044406891,
     "m": 1.0
    },
    {
     "p": 0.07769756019115448,
     "m": 1.0
    },
    {
     "p": 0.07266943901777267,
     "m": 1.0
    },
    {
     "p": 0.07480457425117493,
     "m": 1.0
    },
    {
     "p": 0.06509853899478912,
     "m": 1.0
    },
    {
     "p": 0.06811936944723129,
     "m": 1.0
    },
    {
     "p": 0.07614028453826904,
     "m": 1.0
    },
    {
     "p": 0.05188366398215294,
     "m": 1.0
    },
    {
     "p": 0.060593560338020325,
     "m": 1.0
    },
    {
     "p": 0.07465004920959473,
     "m": 1.0
    },
    {
     "p": 0.06495789438486099,
     "m": 1.0
    },
    {
     "p": 0.09059517085552216,
     "m": 1.0
    },
    {
     "p": 0.0842592865228653,
     "m": 1.0
    },
    {
     "p": 0.06482063233852386,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 147,
   "train_loss": 0.8776746392250061,
   "val_loss": 0.7724688053131104,
   "acc": 71.97,
   "time": 112.01864166700398,
   "param": [
    {
     "p": 0.07944582402706146,
     "m": 1.0
    },
    {
     "p": 0.07462941855192184,
     "m": 1.0
    },
    {
     "p": 0.08289778977632523,
     "m": 1.0
    },
    {
     "p": 0.05641520768404007,
     "m": 1.0
    },
    {
     "p": 0.06837589293718338,
     "m": 1.0
    },
    {
     "p": 0.057913295924663544,
     "m": 1.0
    },
    {
     "p": 0.06332404911518097,
     "m": 1.0
    },
    {
     "p": 0.06968443840742111,
     "m": 1.0
    },
    {
     "p": 0.07086944580078125,
     "m": 1.0
    },
    {
     "p": 0.0852801650762558,
     "m": 1.0
    },
    {
     "p": 0.043742623180150986,
     "m": 1.0
    },
    {
     "p": 0.06956896930932999,
     "m": 1.0
    },
    {
     "p": 0.10336931049823761,
     "m": 1.0
    },
    {
     "p": 0.07448363304138184,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 148,
   "train_loss": 1.0530815124511719,
   "val_loss": 0.7702929377555847,
   "acc": 72.09,
   "time": 111.4342893200228,
   "param": [
    {
     "p": 0.05297432839870453,
     "m": 1.0
    },
    {
     "p": 0.07141312956809998,
     "m": 1.0
    },
    {
     "p": 0.0851980671286583,
     "m": 1.0
    },
    {
     "p": 0.04339541867375374,
     "m": 1.0
    },
    {
     "p": 0.055203430354595184,
     "m": 1.0
    },
    {
     "p": 0.06633027642965317,
     "m": 1.0
    },
    {
     "p": 0.0890197604894638,
     "m": 1.0
    },
    {
     "p": 0.04209017753601074,
     "m": 1.0
    },
    {
     "p": 0.08146940171718597,
     "m": 1.0
    },
    {
     "p": 0.08912155032157898,
     "m": 1.0
    },
    {
     "p": 0.0887480303645134,
     "m": 1.0
    },
    {
     "p": 0.09318524599075317,
     "m": 1.0
    },
    {
     "p": 0.06962011009454727,
     "m": 1.0
    },
    {
     "p": 0.07223108410835266,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 149,
   "train_loss": 1.1856876611709595,
   "val_loss": 0.7390800714492798,
   "acc": 72.0,
   "time": 124.80128266097745,
   "param": [
    {
     "p": 0.06522832065820694,
     "m": 1.0
    },
    {
     "p": 0.07949892431497574,
     "m": 1.0
    },
    {
     "p": 0.07223214209079742,
     "m": 1.0
    },
    {
     "p": 0.053349245339632034,
     "m": 1.0
    },
    {
     "p": 0.05940050631761551,
     "m": 1.0
    },
    {
     "p": 0.06633337587118149,
     "m": 1.0
    },
    {
     "p": 0.05346593260765076,
     "m": 1.0
    },
    {
     "p": 0.07214552164077759,
     "m": 1.0
    },
    {
     "p": 0.09035082161426544,
     "m": 1.0
    },
    {
     "p": 0.08894852548837662,
     "m": 1.0
    },
    {
     "p": 0.10056661069393158,
     "m": 1.0
    },
    {
     "p": 0.09000600874423981,
     "m": 1.0
    },
    {
     "p": 0.06438007205724716,
     "m": 1.0
    },
    {
     "p": 0.04409389570355415,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 150,
   "train_loss": 1.05169677734375,
   "val_loss": 0.8493523597717285,
   "acc": 72.3,
   "time": 118.52230362701812,
   "param": [
    {
     "p": 0.0916789099574089,
     "m": 1.0
    },
    {
     "p": 0.05385516211390495,
     "m": 1.0
    },
    {
     "p": 0.08179549872875214,
     "m": 1.0
    },
    {
     "p": 0.048135023564100266,
     "m": 1.0
    },
    {
     "p": 0.08214050531387329,
     "m": 1.0
    },
    {
     "p": 0.04955117776989937,
     "m": 1.0
    },
    {
     "p": 0.09689604490995407,
     "m": 1.0
    },
    {
     "p": 0.04028274118900299,
     "m": 1.0
    },
    {
     "p": 0.06765461713075638,
     "m": 1.0
    },
    {
     "p": 0.07754825800657272,
     "m": 1.0
    },
    {
     "p": 0.061147481203079224,
     "m": 1.0
    },
    {
     "p": 0.09225380420684814,
     "m": 1.0
    },
    {
     "p": 0.07340766489505768,
     "m": 1.0
    },
    {
     "p": 0.08365309983491898,
     "m": 1.0
    }
   ]
  }
 ]
}