{
 "Accuracy": 65.69,
 "Time": [
  41.311101951189976,
  1.3615726626739033
 ],
 "Device": "TITAN RTX",
 "Param_names": [
  "Identity",
  "FlipUD",
  "FlipLR",
  "+Contrast",
  "+Color",
  "+Brightness",
  "+Sharpness",
  "-Contrast",
  "-Color",
  "-Brightness",
  "-Sharpness",
  "BadColor",
  "BadSharpness",
  "BadContrast",
  "BadBrightness"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.275545835494995,
   "val_loss": 2.2760136127471924,
   "acc": 13.26,
   "time": 38.084102458000004,
   "param": [
    {
     "p": 0.06944053620100021,
     "m": 1.0
    },
    {
     "p": 0.06604182720184326,
     "m": 1.0
    },
    {
     "p": 0.06754334270954132,
     "m": 1.0
    },
    {
     "p": 0.06968102604150772,
     "m": 1.0
    },
    {
     "p": 0.06887415051460266,
     "m": 1.0
    },
    {
     "p": 0.06624267995357513,
     "m": 1.0
    },
    {
     "p": 0.06964829564094543,
     "m": 1.0
    },
    {
     "p": 0.062298815697431564,
     "m": 1.0
    },
    {
     "p": 0.061403725296258926,
     "m": 1.0
    },
    {
     "p": 0.06799706816673279,
     "m": 1.0
    },
    {
     "p": 0.06393838673830032,
     "m": 1.0
    },
    {
     "p": 0.06904905289411545,
     "m": 1.0
    },
    {
     "p": 0.06795021146535873,
     "m": 1.0
    },
    {
     "p": 0.06458493322134018,
     "m": 1.0
    },
    {
     "p": 0.06530610471963882,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.0409538745880127,
   "val_loss": 2.0776846408843994,
   "acc": 27.84,
   "time": 38.095846826,
   "param": [
    {
     "p": 0.06998200714588165,
     "m": 1.0
    },
    {
     "p": 0.06470169872045517,
     "m": 1.0
    },
    {
     "p": 0.06816080212593079,
     "m": 1.0
    },
    {
     "p": 0.0702119767665863,
     "m": 1.0
    },
    {
     "p": 0.06922014057636261,
     "m": 1.0
    },
    {
     "p": 0.06623847782611847,
     "m": 1.0
    },
    {
     "p": 0.06971194595098495,
     "m": 1.0
    },
    {
     "p": 0.062070414423942566,
     "m": 1.0
    },
    {
     "p": 0.06169646978378296,
     "m": 1.0
    },
    {
     "p": 0.06924165040254593,
     "m": 1.0
    },
    {
     "p": 0.06467854231595993,
     "m": 1.0
    },
    {
     "p": 0.07017000019550323,
     "m": 1.0
    },
    {
     "p": 0.06789908558130264,
     "m": 1.0
    },
    {
     "p": 0.06312068551778793,
     "m": 1.0
    },
    {
     "p": 0.06289611756801605,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 1.8798081874847412,
   "val_loss": 1.815164566040039,
   "acc": 35.11,
   "time": 38.627634787999995,
   "param": [
    {
     "p": 0.06917548179626465,
     "m": 1.0
    },
    {
     "p": 0.06390904635190964,
     "m": 1.0
    },
    {
     "p": 0.06856369227170944,
     "m": 1.0
    },
    {
     "p": 0.07153010368347168,
     "m": 1.0
    },
    {
     "p": 0.07002238184213638,
     "m": 1.0
    },
    {
     "p": 0.06651356816291809,
     "m": 1.0
    },
    {
     "p": 0.0699262022972107,
     "m": 1.0
    },
    {
     "p": 0.062063202261924744,
     "m": 1.0
    },
    {
     "p": 0.061024732887744904,
     "m": 1.0
    },
    {
     "p": 0.07321720570325851,
     "m": 1.0
    },
    {
     "p": 0.06731574237346649,
     "m": 1.0
    },
    {
     "p": 0.06864070147275925,
     "m": 1.0
    },
    {
     "p": 0.06675747036933899,
     "m": 1.0
    },
    {
     "p": 0.060637179762125015,
     "m": 1.0
    },
    {
     "p": 0.06070327386260033,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 1.8480513095855713,
   "val_loss": 1.7028449773788452,
   "acc": 38.99,
   "time": 38.151848169000004,
   "param": [
    {
     "p": 0.07014622539281845,
     "m": 1.0
    },
    {
     "p": 0.060094691812992096,
     "m": 1.0
    },
    {
     "p": 0.06621621549129486,
     "m": 1.0
    },
    {
     "p": 0.07110060751438141,
     "m": 1.0
    },
    {
     "p": 0.0729280561208725,
     "m": 1.0
    },
    {
     "p": 0.06578347831964493,
     "m": 1.0
    },
    {
     "p": 0.0712326169013977,
     "m": 1.0
    },
    {
     "p": 0.06310803443193436,
     "m": 1.0
    },
    {
     "p": 0.06200391799211502,
     "m": 1.0
    },
    {
     "p": 0.07863324135541916,
     "m": 1.0
    },
    {
     "p": 0.06940118968486786,
     "m": 1.0
    },
    {
     "p": 0.06772852689027786,
     "m": 1.0
    },
    {
     "p": 0.06797558069229126,
     "m": 1.0
    },
    {
     "p": 0.056461162865161896,
     "m": 1.0
    },
    {
     "p": 0.05718653276562691,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.920695185661316,
   "val_loss": 1.6140533685684204,
   "acc": 42.35,
   "time": 40.26336332299999,
   "param": [
    {
     "p": 0.07190869748592377,
     "m": 1.0
    },
    {
     "p": 0.05484316870570183,
     "m": 1.0
    },
    {
     "p": 0.0656106248497963,
     "m": 1.0
    },
    {
     "p": 0.06984148174524307,
     "m": 1.0
    },
    {
     "p": 0.07594937831163406,
     "m": 1.0
    },
    {
     "p": 0.06316124647855759,
     "m": 1.0
    },
    {
     "p": 0.07379302382469177,
     "m": 1.0
    },
    {
     "p": 0.06318053603172302,
     "m": 1.0
    },
    {
     "p": 0.0631893128156662,
     "m": 1.0
    },
    {
     "p": 0.0839601531624794,
     "m": 1.0
    },
    {
     "p": 0.0719136968255043,
     "m": 1.0
    },
    {
     "p": 0.06714797019958496,
     "m": 1.0
    },
    {
     "p": 0.07106419652700424,
     "m": 1.0
    },
    {
     "p": 0.05077256262302399,
     "m": 1.0
    },
    {
     "p": 0.0536639578640461,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.6516544818878174,
   "val_loss": 1.5181410312652588,
   "acc": 45.62,
   "time": 40.03724282599998,
   "param": [
    {
     "p": 0.07448113709688187,
     "m": 1.0
    },
    {
     "p": 0.04987426474690437,
     "m": 1.0
    },
    {
     "p": 0.06658656150102615,
     "m": 1.0
    },
    {
     "p": 0.06762135773897171,
     "m": 1.0
    },
    {
     "p": 0.07777673751115799,
     "m": 1.0
    },
    {
     "p": 0.06219293177127838,
     "m": 1.0
    },
    {
     "p": 0.0751337856054306,
     "m": 1.0
    },
    {
     "p": 0.06611926108598709,
     "m": 1.0
    },
    {
     "p": 0.0629231333732605,
     "m": 1.0
    },
    {
     "p": 0.08915504813194275,
     "m": 1.0
    },
    {
     "p": 0.07282891869544983,
     "m": 1.0
    },
    {
     "p": 0.06324362009763718,
     "m": 1.0
    },
    {
     "p": 0.07389301806688309,
     "m": 1.0
    },
    {
     "p": 0.047521885484457016,
     "m": 1.0
    },
    {
     "p": 0.050648339092731476,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.6532039642333984,
   "val_loss": 1.4975570440292358,
   "acc": 46.68,
   "time": 39.49127001299999,
   "param": [
    {
     "p": 0.07699926942586899,
     "m": 1.0
    },
    {
     "p": 0.04569673910737038,
     "m": 1.0
    },
    {
     "p": 0.06698722392320633,
     "m": 1.0
    },
    {
     "p": 0.06567732244729996,
     "m": 1.0
    },
    {
     "p": 0.07837643474340439,
     "m": 1.0
    },
    {
     "p": 0.060860469937324524,
     "m": 1.0
    },
    {
     "p": 0.07703614234924316,
     "m": 1.0
    },
    {
     "p": 0.07009760290384293,
     "m": 1.0
    },
    {
     "p": 0.06296920776367188,
     "m": 1.0
    },
    {
     "p": 0.09557219594717026,
     "m": 1.0
    },
    {
     "p": 0.07249045372009277,
     "m": 1.0
    },
    {
     "p": 0.0592251792550087,
     "m": 1.0
    },
    {
     "p": 0.07499823719263077,
     "m": 1.0
    },
    {
     "p": 0.046198584139347076,
     "m": 1.0
    },
    {
     "p": 0.04681488126516342,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.5078424215316772,
   "val_loss": 1.5012279748916626,
   "acc": 48.49,
   "time": 41.56418163500001,
   "param": [
    {
     "p": 0.07811736315488815,
     "m": 1.0
    },
    {
     "p": 0.04012727737426758,
     "m": 1.0
    },
    {
     "p": 0.06929764151573181,
     "m": 1.0
    },
    {
     "p": 0.06443415582180023,
     "m": 1.0
    },
    {
     "p": 0.07879835367202759,
     "m": 1.0
    },
    {
     "p": 0.05946359410881996,
     "m": 1.0
    },
    {
     "p": 0.07869676500558853,
     "m": 1.0
    },
    {
     "p": 0.07587406039237976,
     "m": 1.0
    },
    {
     "p": 0.063256174325943,
     "m": 1.0
    },
    {
     "p": 0.09834756702184677,
     "m": 1.0
    },
    {
     "p": 0.0726509690284729,
     "m": 1.0
    },
    {
     "p": 0.05735025182366371,
     "m": 1.0
    },
    {
     "p": 0.07670212537050247,
     "m": 1.0
    },
    {
     "p": 0.043267663568258286,
     "m": 1.0
    },
    {
     "p": 0.043616071343421936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.3530317544937134,
   "val_loss": 1.4567753076553345,
   "acc": 50.4,
   "time": 39.87728553300002,
   "param": [
    {
     "p": 0.08046720176935196,
     "m": 1.0
    },
    {
     "p": 0.037295594811439514,
     "m": 1.0
    },
    {
     "p": 0.06932281702756882,
     "m": 1.0
    },
    {
     "p": 0.06462810188531876,
     "m": 1.0
    },
    {
     "p": 0.07948668301105499,
     "m": 1.0
    },
    {
     "p": 0.05832061171531677,
     "m": 1.0
    },
    {
     "p": 0.07871808111667633,
     "m": 1.0
    },
    {
     "p": 0.07885783910751343,
     "m": 1.0
    },
    {
     "p": 0.0656316950917244,
     "m": 1.0
    },
    {
     "p": 0.09869452565908432,
     "m": 1.0
    },
    {
     "p": 0.07300817966461182,
     "m": 1.0
    },
    {
     "p": 0.05561140924692154,
     "m": 1.0
    },
    {
     "p": 0.0777372270822525,
     "m": 1.0
    },
    {
     "p": 0.04136740043759346,
     "m": 1.0
    },
    {
     "p": 0.04085266590118408,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.3937326669692993,
   "val_loss": 1.3441237211227417,
   "acc": 52.52,
   "time": 40.71610658399999,
   "param": [
    {
     "p": 0.08151673525571823,
     "m": 1.0
    },
    {
     "p": 0.035640470683574677,
     "m": 1.0
    },
    {
     "p": 0.06882552802562714,
     "m": 1.0
    },
    {
     "p": 0.06526777148246765,
     "m": 1.0
    },
    {
     "p": 0.08080436289310455,
     "m": 1.0
    },
    {
     "p": 0.057039063423871994,
     "m": 1.0
    },
    {
     "p": 0.07805357873439789,
     "m": 1.0
    },
    {
     "p": 0.07996805757284164,
     "m": 1.0
    },
    {
     "p": 0.06788616627454758,
     "m": 1.0
    },
    {
     "p": 0.09746810048818588,
     "m": 1.0
    },
    {
     "p": 0.07330943644046783,
     "m": 1.0
    },
    {
     "p": 0.053505074232816696,
     "m": 1.0
    },
    {
     "p": 0.0796951875090599,
     "m": 1.0
    },
    {
     "p": 0.041518330574035645,
     "m": 1.0
    },
    {
     "p": 0.03950214385986328,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.2990294694900513,
   "val_loss": 1.3426085710525513,
   "acc": 53.21,
   "time": 40.85145777299999,
   "param": [
    {
     "p": 0.08067893236875534,
     "m": 1.0
    },
    {
     "p": 0.03208397328853607,
     "m": 1.0
    },
    {
     "p": 0.06815598905086517,
     "m": 1.0
    },
    {
     "p": 0.06605704128742218,
     "m": 1.0
    },
    {
     "p": 0.08261002600193024,
     "m": 1.0
    },
    {
     "p": 0.056057676672935486,
     "m": 1.0
    },
    {
     "p": 0.07917024195194244,
     "m": 1.0
    },
    {
     "p": 0.08130301535129547,
     "m": 1.0
    },
    {
     "p": 0.06932983547449112,
     "m": 1.0
    },
    {
     "p": 0.09726691246032715,
     "m": 1.0
    },
    {
     "p": 0.07341638207435608,
     "m": 1.0
    },
    {
     "p": 0.05406130477786064,
     "m": 1.0
    },
    {
     "p": 0.08115426450967789,
     "m": 1.0
    },
    {
     "p": 0.0408615842461586,
     "m": 1.0
    },
    {
     "p": 0.037792887538671494,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.3596285581588745,
   "val_loss": 1.2566611766815186,
   "acc": 55.19,
   "time": 39.207141784000044,
   "param": [
    {
     "p": 0.08130573481321335,
     "m": 1.0
    },
    {
     "p": 0.028382834047079086,
     "m": 1.0
    },
    {
     "p": 0.06722616404294968,
     "m": 1.0
    },
    {
     "p": 0.06742111593484879,
     "m": 1.0
    },
    {
     "p": 0.08367662131786346,
     "m": 1.0
    },
    {
     "p": 0.05520720034837723,
     "m": 1.0
    },
    {
     "p": 0.07991635799407959,
     "m": 1.0
    },
    {
     "p": 0.0833728238940239,
     "m": 1.0
    },
    {
     "p": 0.07043711841106415,
     "m": 1.0
    },
    {
     "p": 0.09671686589717865,
     "m": 1.0
    },
    {
     "p": 0.07446824759244919,
     "m": 1.0
    },
    {
     "p": 0.05350235104560852,
     "m": 1.0
    },
    {
     "p": 0.08279798179864883,
     "m": 1.0
    },
    {
     "p": 0.0394289530813694,
     "m": 1.0
    },
    {
     "p": 0.036139629781246185,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.3127391338348389,
   "val_loss": 1.2596075534820557,
   "acc": 55.98,
   "time": 39.10324211099993,
   "param": [
    {
     "p": 0.08228250592947006,
     "m": 1.0
    },
    {
     "p": 0.02648211270570755,
     "m": 1.0
    },
    {
     "p": 0.06786739826202393,
     "m": 1.0
    },
    {
     "p": 0.06818153709173203,
     "m": 1.0
    },
    {
     "p": 0.08294732123613358,
     "m": 1.0
    },
    {
     "p": 0.05464635044336319,
     "m": 1.0
    },
    {
     "p": 0.07973899692296982,
     "m": 1.0
    },
    {
     "p": 0.08489012718200684,
     "m": 1.0
    },
    {
     "p": 0.07072415947914124,
     "m": 1.0
    },
    {
     "p": 0.09579885005950928,
     "m": 1.0
    },
    {
     "p": 0.07496290653944016,
     "m": 1.0
    },
    {
     "p": 0.05321919173002243,
     "m": 1.0
    },
    {
     "p": 0.08413276076316833,
     "m": 1.0
    },
    {
     "p": 0.039048828184604645,
     "m": 1.0
    },
    {
     "p": 0.0350768081843853,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.2333076000213623,
   "val_loss": 1.1462782621383667,
   "acc": 55.91,
   "time": 42.78446879400008,
   "param": [
    {
     "p": 0.0810474082827568,
     "m": 1.0
    },
    {
     "p": 0.02665633335709572,
     "m": 1.0
    },
    {
     "p": 0.067903071641922,
     "m": 1.0
    },
    {
     "p": 0.06812885403633118,
     "m": 1.0
    },
    {
     "p": 0.08347222954034805,
     "m": 1.0
    },
    {
     "p": 0.05275144428014755,
     "m": 1.0
    },
    {
     "p": 0.07981102913618088,
     "m": 1.0
    },
    {
     "p": 0.08826849609613419,
     "m": 1.0
    },
    {
     "p": 0.07127152383327484,
     "m": 1.0
    },
    {
     "p": 0.09792450815439224,
     "m": 1.0
    },
    {
     "p": 0.07535771280527115,
     "m": 1.0
    },
    {
     "p": 0.052539240568876266,
     "m": 1.0
    },
    {
     "p": 0.0836087167263031,
     "m": 1.0
    },
    {
     "p": 0.038538891822099686,
     "m": 1.0
    },
    {
     "p": 0.03272049501538277,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.1867382526397705,
   "val_loss": 1.197983741760254,
   "acc": 57.14,
   "time": 42.258795846,
   "param": [
    {
     "p": 0.0815194845199585,
     "m": 1.0
    },
    {
     "p": 0.026351487264037132,
     "m": 1.0
    },
    {
     "p": 0.0676925778388977,
     "m": 1.0
    },
    {
     "p": 0.0677543431520462,
     "m": 1.0
    },
    {
     "p": 0.08442133665084839,
     "m": 1.0
    },
    {
     "p": 0.04996858164668083,
     "m": 1.0
    },
    {
     "p": 0.0801781564950943,
     "m": 1.0
    },
    {
     "p": 0.09145192801952362,
     "m": 1.0
    },
    {
     "p": 0.07168058305978775,
     "m": 1.0
    },
    {
     "p": 0.09960892796516418,
     "m": 1.0
    },
    {
     "p": 0.07584831118583679,
     "m": 1.0
    },
    {
     "p": 0.051721520721912384,
     "m": 1.0
    },
    {
     "p": 0.08326826989650726,
     "m": 1.0
    },
    {
     "p": 0.03810233995318413,
     "m": 1.0
    },
    {
     "p": 0.03043212555348873,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 1.1812386512756348,
   "val_loss": 1.213341474533081,
   "acc": 58.24,
   "time": 39.9725769800001,
   "param": [
    {
     "p": 0.08302056789398193,
     "m": 1.0
    },
    {
     "p": 0.026073694229125977,
     "m": 1.0
    },
    {
     "p": 0.06754887104034424,
     "m": 1.0
    },
    {
     "p": 0.06612090021371841,
     "m": 1.0
    },
    {
     "p": 0.08385542780160904,
     "m": 1.0
    },
    {
     "p": 0.04964570701122284,
     "m": 1.0
    },
    {
     "p": 0.08140655606985092,
     "m": 1.0
    },
    {
     "p": 0.09274110198020935,
     "m": 1.0
    },
    {
     "p": 0.07163480669260025,
     "m": 1.0
    },
    {
     "p": 0.10031478852033615,
     "m": 1.0
    },
    {
     "p": 0.0763896107673645,
     "m": 1.0
    },
    {
     "p": 0.05036962404847145,
     "m": 1.0
    },
    {
     "p": 0.08369334787130356,
     "m": 1.0
    },
    {
     "p": 0.038233451545238495,
     "m": 1.0
    },
    {
     "p": 0.028951629996299744,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 1.1947623491287231,
   "val_loss": 1.1667839288711548,
   "acc": 58.44,
   "time": 40.676816788,
   "param": [
    {
     "p": 0.08540021628141403,
     "m": 1.0
    },
    {
     "p": 0.02529532089829445,
     "m": 1.0
    },
    {
     "p": 0.06682981550693512,
     "m": 1.0
    },
    {
     "p": 0.06563662737607956,
     "m": 1.0
    },
    {
     "p": 0.0826195478439331,
     "m": 1.0
    },
    {
     "p": 0.049482446163892746,
     "m": 1.0
    },
    {
     "p": 0.08392328768968582,
     "m": 1.0
    },
    {
     "p": 0.09500567615032196,
     "m": 1.0
    },
    {
     "p": 0.0709320679306984,
     "m": 1.0
    },
    {
     "p": 0.09937052428722382,
     "m": 1.0
    },
    {
     "p": 0.07729019224643707,
     "m": 1.0
    },
    {
     "p": 0.0487886518239975,
     "m": 1.0
    },
    {
     "p": 0.0837428867816925,
     "m": 1.0
    },
    {
     "p": 0.038266606628894806,
     "m": 1.0
    },
    {
     "p": 0.027416184544563293,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.111928939819336,
   "val_loss": 1.196869134902954,
   "acc": 59.12,
   "time": 39.007998412000006,
   "param": [
    {
     "p": 0.08685091137886047,
     "m": 1.0
    },
    {
     "p": 0.023230331018567085,
     "m": 1.0
    },
    {
     "p": 0.0650477185845375,
     "m": 1.0
    },
    {
     "p": 0.06649214774370193,
     "m": 1.0
    },
    {
     "p": 0.08315733075141907,
     "m": 1.0
    },
    {
     "p": 0.05016699433326721,
     "m": 1.0
    },
    {
     "p": 0.08587182313203812,
     "m": 1.0
    },
    {
     "p": 0.09747326374053955,
     "m": 1.0
    },
    {
     "p": 0.0701221153140068,
     "m": 1.0
    },
    {
     "p": 0.09765899926424026,
     "m": 1.0
    },
    {
     "p": 0.07752122730016708,
     "m": 1.0
    },
    {
     "p": 0.04911277815699577,
     "m": 1.0
    },
    {
     "p": 0.0835355818271637,
     "m": 1.0
    },
    {
     "p": 0.037490732967853546,
     "m": 1.0
    },
    {
     "p": 0.02626798488199711,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 1.3833959102630615,
   "val_loss": 1.1684989929199219,
   "acc": 59.88,
   "time": 39.17396619400006,
   "param": [
    {
     "p": 0.08647957444190979,
     "m": 1.0
    },
    {
     "p": 0.022858668118715286,
     "m": 1.0
    },
    {
     "p": 0.06339521706104279,
     "m": 1.0
    },
    {
     "p": 0.06767570227384567,
     "m": 1.0
    },
    {
     "p": 0.08321686834096909,
     "m": 1.0
    },
    {
     "p": 0.05144858732819557,
     "m": 1.0
    },
    {
     "p": 0.08558081835508347,
     "m": 1.0
    },
    {
     "p": 0.09750214964151382,
     "m": 1.0
    },
    {
     "p": 0.07077755033969879,
     "m": 1.0
    },
    {
     "p": 0.09521503001451492,
     "m": 1.0
    },
    {
     "p": 0.07837337255477905,
     "m": 1.0
    },
    {
     "p": 0.05142373591661453,
     "m": 1.0
    },
    {
     "p": 0.08241859823465347,
     "m": 1.0
    },
    {
     "p": 0.036621320992708206,
     "m": 1.0
    },
    {
     "p": 0.027012798935174942,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 1.0525332689285278,
   "val_loss": 1.1554774045944214,
   "acc": 59.22,
   "time": 42.98510167199993,
   "param": [
    {
     "p": 0.08484382927417755,
     "m": 1.0
    },
    {
     "p": 0.025748128071427345,
     "m": 1.0
    },
    {
     "p": 0.06482292711734772,
     "m": 1.0
    },
    {
     "p": 0.06948781758546829,
     "m": 1.0
    },
    {
     "p": 0.0824381560087204,
     "m": 1.0
    },
    {
     "p": 0.05049021542072296,
     "m": 1.0
    },
    {
     "p": 0.08532162755727768,
     "m": 1.0
    },
    {
     "p": 0.09446341544389725,
     "m": 1.0
    },
    {
     "p": 0.07150336354970932,
     "m": 1.0
    },
    {
     "p": 0.09298822283744812,
     "m": 1.0
    },
    {
     "p": 0.0780465304851532,
     "m": 1.0
    },
    {
     "p": 0.05306357890367508,
     "m": 1.0
    },
    {
     "p": 0.07962098717689514,
     "m": 1.0
    },
    {
     "p": 0.037013500928878784,
     "m": 1.0
    },
    {
     "p": 0.030147666111588478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.1853699684143066,
   "val_loss": 1.1932752132415771,
   "acc": 61.1,
   "time": 41.32725347099995,
   "param": [
    {
     "p": 0.08492271602153778,
     "m": 1.0
    },
    {
     "p": 0.026669971644878387,
     "m": 1.0
    },
    {
     "p": 0.06630294024944305,
     "m": 1.0
    },
    {
     "p": 0.0687556266784668,
     "m": 1.0
    },
    {
     "p": 0.08212809264659882,
     "m": 1.0
    },
    {
     "p": 0.04721606895327568,
     "m": 1.0
    },
    {
     "p": 0.08656659722328186,
     "m": 1.0
    },
    {
     "p": 0.09346482157707214,
     "m": 1.0
    },
    {
     "p": 0.0747862234711647,
     "m": 1.0
    },
    {
     "p": 0.09031711518764496,
     "m": 1.0
    },
    {
     "p": 0.07966862618923187,
     "m": 1.0
    },
    {
     "p": 0.05324039235711098,
     "m": 1.0
    },
    {
     "p": 0.07595282793045044,
     "m": 1.0
    },
    {
     "p": 0.036830175668001175,
     "m": 1.0
    },
    {
     "p": 0.03317778930068016,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 1.1350473165512085,
   "val_loss": 1.0038652420043945,
   "acc": 61.83,
   "time": 42.40400636200002,
   "param": [
    {
     "p": 0.08454479277133942,
     "m": 1.0
    },
    {
     "p": 0.029113464057445526,
     "m": 1.0
    },
    {
     "p": 0.06732562929391861,
     "m": 1.0
    },
    {
     "p": 0.06669650971889496,
     "m": 1.0
    },
    {
     "p": 0.08190378546714783,
     "m": 1.0
    },
    {
     "p": 0.045793578028678894,
     "m": 1.0
    },
    {
     "p": 0.08713539689779282,
     "m": 1.0
    },
    {
     "p": 0.09353507310152054,
     "m": 1.0
    },
    {
     "p": 0.07729838788509369,
     "m": 1.0
    },
    {
     "p": 0.087186299264431,
     "m": 1.0
    },
    {
     "p": 0.08324964344501495,
     "m": 1.0
    },
    {
     "p": 0.050626158714294434,
     "m": 1.0
    },
    {
     "p": 0.07435764372348785,
     "m": 1.0
    },
    {
     "p": 0.03621220216155052,
     "m": 1.0
    },
    {
     "p": 0.03502144664525986,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 1.0790584087371826,
   "val_loss": 1.0783356428146362,
   "acc": 61.23,
   "time": 42.84516801799998,
   "param": [
    {
     "p": 0.08398725837469101,
     "m": 1.0
    },
    {
     "p": 0.03449993208050728,
     "m": 1.0
    },
    {
     "p": 0.06908828020095825,
     "m": 1.0
    },
    {
     "p": 0.06370474398136139,
     "m": 1.0
    },
    {
     "p": 0.08168420195579529,
     "m": 1.0
    },
    {
     "p": 0.04647594317793846,
     "m": 1.0
    },
    {
     "p": 0.08537916094064713,
     "m": 1.0
    },
    {
     "p": 0.0916045680642128,
     "m": 1.0
    },
    {
     "p": 0.07814095169305801,
     "m": 1.0
    },
    {
     "p": 0.08681174367666245,
     "m": 1.0
    },
    {
     "p": 0.08469705283641815,
     "m": 1.0
    },
    {
     "p": 0.04934225231409073,
     "m": 1.0
    },
    {
     "p": 0.07387875765562057,
     "m": 1.0
    },
    {
     "p": 0.03477262333035469,
     "m": 1.0
    },
    {
     "p": 0.035932499915361404,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 1.125246286392212,
   "val_loss": 1.1459786891937256,
   "acc": 60.88,
   "time": 41.089820919999966,
   "param": [
    {
     "p": 0.083966925740242,
     "m": 1.0
    },
    {
     "p": 0.036854665726423264,
     "m": 1.0
    },
    {
     "p": 0.07097754627466202,
     "m": 1.0
    },
    {
     "p": 0.06260345131158829,
     "m": 1.0
    },
    {
     "p": 0.0805637538433075,
     "m": 1.0
    },
    {
     "p": 0.04974743351340294,
     "m": 1.0
    },
    {
     "p": 0.08555424958467484,
     "m": 1.0
    },
    {
     "p": 0.08841807395219803,
     "m": 1.0
    },
    {
     "p": 0.07858051359653473,
     "m": 1.0
    },
    {
     "p": 0.08568175137042999,
     "m": 1.0
    },
    {
     "p": 0.08563677221536636,
     "m": 1.0
    },
    {
     "p": 0.047436583787202835,
     "m": 1.0
    },
    {
     "p": 0.07221457362174988,
     "m": 1.0
    },
    {
     "p": 0.03420034050941467,
     "m": 1.0
    },
    {
     "p": 0.037563301622867584,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 0.9143908619880676,
   "val_loss": 1.054518222808838,
   "acc": 62.94,
   "time": 41.386105486999895,
   "param": [
    {
     "p": 0.08555556833744049,
     "m": 1.0
    },
    {
     "p": 0.038030121475458145,
     "m": 1.0
    },
    {
     "p": 0.07098245620727539,
     "m": 1.0
    },
    {
     "p": 0.061885301023721695,
     "m": 1.0
    },
    {
     "p": 0.08096244931221008,
     "m": 1.0
    },
    {
     "p": 0.0506318099796772,
     "m": 1.0
    },
    {
     "p": 0.08724985271692276,
     "m": 1.0
    },
    {
     "p": 0.08488914370536804,
     "m": 1.0
    },
    {
     "p": 0.07876305282115936,
     "m": 1.0
    },
    {
     "p": 0.08326990157365799,
     "m": 1.0
    },
    {
     "p": 0.08722276240587234,
     "m": 1.0
    },
    {
     "p": 0.045642733573913574,
     "m": 1.0
    },
    {
     "p": 0.0716264620423317,
     "m": 1.0
    },
    {
     "p": 0.03431457281112671,
     "m": 1.0
    },
    {
     "p": 0.03897383436560631,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 0.8903588652610779,
   "val_loss": 1.0588082075119019,
   "acc": 62.79,
   "time": 41.123998981999875,
   "param": [
    {
     "p": 0.0859851986169815,
     "m": 1.0
    },
    {
     "p": 0.03997120261192322,
     "m": 1.0
    },
    {
     "p": 0.06929097324609756,
     "m": 1.0
    },
    {
     "p": 0.06091674044728279,
     "m": 1.0
    },
    {
     "p": 0.08320685476064682,
     "m": 1.0
    },
    {
     "p": 0.05100173503160477,
     "m": 1.0
    },
    {
     "p": 0.08800006657838821,
     "m": 1.0
    },
    {
     "p": 0.08465494215488434,
     "m": 1.0
    },
    {
     "p": 0.07758316397666931,
     "m": 1.0
    },
    {
     "p": 0.08264850080013275,
     "m": 1.0
    },
    {
     "p": 0.08817312121391296,
     "m": 1.0
    },
    {
     "p": 0.04296638071537018,
     "m": 1.0
    },
    {
     "p": 0.07043936848640442,
     "m": 1.0
    },
    {
     "p": 0.03533331677317619,
     "m": 1.0
    },
    {
     "p": 0.03982853889465332,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 0.8193327784538269,
   "val_loss": 1.1386889219284058,
   "acc": 61.74,
   "time": 41.102762832999815,
   "param": [
    {
     "p": 0.08686293661594391,
     "m": 1.0
    },
    {
     "p": 0.039905719459056854,
     "m": 1.0
    },
    {
     "p": 0.06780670583248138,
     "m": 1.0
    },
    {
     "p": 0.059159524738788605,
     "m": 1.0
    },
    {
     "p": 0.08588070422410965,
     "m": 1.0
    },
    {
     "p": 0.051255058497190475,
     "m": 1.0
    },
    {
     "p": 0.0877707228064537,
     "m": 1.0
    },
    {
     "p": 0.08694528788328171,
     "m": 1.0
    },
    {
     "p": 0.07631589472293854,
     "m": 1.0
    },
    {
     "p": 0.08346106112003326,
     "m": 1.0
    },
    {
     "p": 0.08859119564294815,
     "m": 1.0
    },
    {
     "p": 0.04268976300954819,
     "m": 1.0
    },
    {
     "p": 0.06808742135763168,
     "m": 1.0
    },
    {
     "p": 0.035510435700416565,
     "m": 1.0
    },
    {
     "p": 0.039757538586854935,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 0.9953863024711609,
   "val_loss": 1.2201839685440063,
   "acc": 63.35,
   "time": 41.49633224199988,
   "param": [
    {
     "p": 0.08685062825679779,
     "m": 1.0
    },
    {
     "p": 0.037862081080675125,
     "m": 1.0
    },
    {
     "p": 0.06861019879579544,
     "m": 1.0
    },
    {
     "p": 0.05779214948415756,
     "m": 1.0
    },
    {
     "p": 0.08823797851800919,
     "m": 1.0
    },
    {
     "p": 0.05089621618390083,
     "m": 1.0
    },
    {
     "p": 0.0884442925453186,
     "m": 1.0
    },
    {
     "p": 0.08977046608924866,
     "m": 1.0
    },
    {
     "p": 0.07445419579744339,
     "m": 1.0
    },
    {
     "p": 0.08449084311723709,
     "m": 1.0
    },
    {
     "p": 0.08946932852268219,
     "m": 1.0
    },
    {
     "p": 0.041781503707170486,
     "m": 1.0
    },
    {
     "p": 0.06542608886957169,
     "m": 1.0
    },
    {
     "p": 0.03661150857806206,
     "m": 1.0
    },
    {
     "p": 0.03930257633328438,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 1.0100891590118408,
   "val_loss": 1.047419786453247,
   "acc": 64.16,
   "time": 41.079819283999996,
   "param": [
    {
     "p": 0.08600664883852005,
     "m": 1.0
    },
    {
     "p": 0.03614356741309166,
     "m": 1.0
    },
    {
     "p": 0.06803809106349945,
     "m": 1.0
    },
    {
     "p": 0.05724351480603218,
     "m": 1.0
    },
    {
     "p": 0.08897196501493454,
     "m": 1.0
    },
    {
     "p": 0.04866544529795647,
     "m": 1.0
    },
    {
     "p": 0.08758584409952164,
     "m": 1.0
    },
    {
     "p": 0.09568330645561218,
     "m": 1.0
    },
    {
     "p": 0.07307366281747818,
     "m": 1.0
    },
    {
     "p": 0.08580278605222702,
     "m": 1.0
    },
    {
     "p": 0.09069382399320602,
     "m": 1.0
    },
    {
     "p": 0.03920085355639458,
     "m": 1.0
    },
    {
     "p": 0.06491109728813171,
     "m": 1.0
    },
    {
     "p": 0.03826584666967392,
     "m": 1.0
    },
    {
     "p": 0.039713550359010696,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 0.78094482421875,
   "val_loss": 1.030854344367981,
   "acc": 64.27,
   "time": 40.842344008000055,
   "param": [
    {
     "p": 0.08468581736087799,
     "m": 1.0
    },
    {
     "p": 0.03774170204997063,
     "m": 1.0
    },
    {
     "p": 0.06687645614147186,
     "m": 1.0
    },
    {
     "p": 0.055758487433195114,
     "m": 1.0
    },
    {
     "p": 0.08622387796640396,
     "m": 1.0
    },
    {
     "p": 0.04707345366477966,
     "m": 1.0
    },
    {
     "p": 0.08587329834699631,
     "m": 1.0
    },
    {
     "p": 0.09973274171352386,
     "m": 1.0
    },
    {
     "p": 0.07130388170480728,
     "m": 1.0
    },
    {
     "p": 0.08985447883605957,
     "m": 1.0
    },
    {
     "p": 0.0923762395977974,
     "m": 1.0
    },
    {
     "p": 0.038638290017843246,
     "m": 1.0
    },
    {
     "p": 0.06393197923898697,
     "m": 1.0
    },
    {
     "p": 0.03942094370722771,
     "m": 1.0
    },
    {
     "p": 0.04050832614302635,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 0.7630083560943604,
   "val_loss": 1.1196173429489136,
   "acc": 62.59,
   "time": 40.47978447899982,
   "param": [
    {
     "p": 0.08214808255434036,
     "m": 1.0
    },
    {
     "p": 0.039452847093343735,
     "m": 1.0
    },
    {
     "p": 0.06622812151908875,
     "m": 1.0
    },
    {
     "p": 0.0553736537694931,
     "m": 1.0
    },
    {
     "p": 0.08424472063779831,
     "m": 1.0
    },
    {
     "p": 0.04567650705575943,
     "m": 1.0
    },
    {
     "p": 0.08501197397708893,
     "m": 1.0
    },
    {
     "p": 0.09940572082996368,
     "m": 1.0
    },
    {
     "p": 0.07014324516057968,
     "m": 1.0
    },
    {
     "p": 0.09284117817878723,
     "m": 1.0
    },
    {
     "p": 0.09296763688325882,
     "m": 1.0
    },
    {
     "p": 0.04020734131336212,
     "m": 1.0
    },
    {
     "p": 0.0652916356921196,
     "m": 1.0
    },
    {
     "p": 0.03916294500231743,
     "m": 1.0
    },
    {
     "p": 0.041844442486763,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 0.6137396693229675,
   "val_loss": 1.1251076459884644,
   "acc": 62.43,
   "time": 38.98551876700003,
   "param": [
    {
     "p": 0.08140360563993454,
     "m": 1.0
    },
    {
     "p": 0.03963791951537132,
     "m": 1.0
    },
    {
     "p": 0.06812743842601776,
     "m": 1.0
    },
    {
     "p": 0.05564373359084129,
     "m": 1.0
    },
    {
     "p": 0.08185040950775146,
     "m": 1.0
    },
    {
     "p": 0.04511568695306778,
     "m": 1.0
    },
    {
     "p": 0.08518530428409576,
     "m": 1.0
    },
    {
     "p": 0.09921010583639145,
     "m": 1.0
    },
    {
     "p": 0.06864309310913086,
     "m": 1.0
    },
    {
     "p": 0.09368730336427689,
     "m": 1.0
    },
    {
     "p": 0.09226154536008835,
     "m": 1.0
    },
    {
     "p": 0.04208652675151825,
     "m": 1.0
    },
    {
     "p": 0.06468226760625839,
     "m": 1.0
    },
    {
     "p": 0.03881174325942993,
     "m": 1.0
    },
    {
     "p": 0.04365332052111626,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 0.5477558970451355,
   "val_loss": 1.0415441989898682,
   "acc": 63.91,
   "time": 39.16103953899983,
   "param": [
    {
     "p": 0.08251440525054932,
     "m": 1.0
    },
    {
     "p": 0.03700052946805954,
     "m": 1.0
    },
    {
     "p": 0.07209616899490356,
     "m": 1.0
    },
    {
     "p": 0.0552702434360981,
     "m": 1.0
    },
    {
     "p": 0.08009584248065948,
     "m": 1.0
    },
    {
     "p": 0.04457616060972214,
     "m": 1.0
    },
    {
     "p": 0.08428388833999634,
     "m": 1.0
    },
    {
     "p": 0.09842212498188019,
     "m": 1.0
    },
    {
     "p": 0.0680442824959755,
     "m": 1.0
    },
    {
     "p": 0.09398596733808517,
     "m": 1.0
    },
    {
     "p": 0.09046419709920883,
     "m": 1.0
    },
    {
     "p": 0.04256746172904968,
     "m": 1.0
    },
    {
     "p": 0.06740482896566391,
     "m": 1.0
    },
    {
     "p": 0.0373927503824234,
     "m": 1.0
    },
    {
     "p": 0.045881062746047974,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 0.664890706539154,
   "val_loss": 1.0971254110336304,
   "acc": 64.69,
   "time": 39.26656241699993,
   "param": [
    {
     "p": 0.0819794163107872,
     "m": 1.0
    },
    {
     "p": 0.03765612095594406,
     "m": 1.0
    },
    {
     "p": 0.07218757271766663,
     "m": 1.0
    },
    {
     "p": 0.05390830338001251,
     "m": 1.0
    },
    {
     "p": 0.08189332485198975,
     "m": 1.0
    },
    {
     "p": 0.04381636157631874,
     "m": 1.0
    },
    {
     "p": 0.08316563069820404,
     "m": 1.0
    },
    {
     "p": 0.09672633558511734,
     "m": 1.0
    },
    {
     "p": 0.06789761781692505,
     "m": 1.0
    },
    {
     "p": 0.09346519410610199,
     "m": 1.0
    },
    {
     "p": 0.09004633873701096,
     "m": 1.0
    },
    {
     "p": 0.04393375664949417,
     "m": 1.0
    },
    {
     "p": 0.06817933171987534,
     "m": 1.0
    },
    {
     "p": 0.03808385133743286,
     "m": 1.0
    },
    {
     "p": 0.04706088826060295,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 0.8418972492218018,
   "val_loss": 1.0385024547576904,
   "acc": 63.58,
   "time": 39.27855311500002,
   "param": [
    {
     "p": 0.07954789698123932,
     "m": 1.0
    },
    {
     "p": 0.039354126900434494,
     "m": 1.0
    },
    {
     "p": 0.07063783705234528,
     "m": 1.0
    },
    {
     "p": 0.054102472960948944,
     "m": 1.0
    },
    {
     "p": 0.0844142809510231,
     "m": 1.0
    },
    {
     "p": 0.04378237947821617,
     "m": 1.0
    },
    {
     "p": 0.08082800358533859,
     "m": 1.0
    },
    {
     "p": 0.0947568342089653,
     "m": 1.0
    },
    {
     "p": 0.06817291676998138,
     "m": 1.0
    },
    {
     "p": 0.09184642136096954,
     "m": 1.0
    },
    {
     "p": 0.08987897634506226,
     "m": 1.0
    },
    {
     "p": 0.04572920873761177,
     "m": 1.0
    },
    {
     "p": 0.06973286718130112,
     "m": 1.0
    },
    {
     "p": 0.0406329520046711,
     "m": 1.0
    },
    {
     "p": 0.046582769602537155,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 0.5539565086364746,
   "val_loss": 1.0998317003250122,
   "acc": 63.37,
   "time": 39.218904735000024,
   "param": [
    {
     "p": 0.07960066944360733,
     "m": 1.0
    },
    {
     "p": 0.04157537966966629,
     "m": 1.0
    },
    {
     "p": 0.06906834989786148,
     "m": 1.0
    },
    {
     "p": 0.05520441755652428,
     "m": 1.0
    },
    {
     "p": 0.08701581507921219,
     "m": 1.0
    },
    {
     "p": 0.044612400233745575,
     "m": 1.0
    },
    {
     "p": 0.07792156934738159,
     "m": 1.0
    },
    {
     "p": 0.09170272201299667,
     "m": 1.0
    },
    {
     "p": 0.06865595281124115,
     "m": 1.0
    },
    {
     "p": 0.08868198096752167,
     "m": 1.0
    },
    {
     "p": 0.08841138333082199,
     "m": 1.0
    },
    {
     "p": 0.047455497086048126,
     "m": 1.0
    },
    {
     "p": 0.07079309225082397,
     "m": 1.0
    },
    {
     "p": 0.041320767253637314,
     "m": 1.0
    },
    {
     "p": 0.047980062663555145,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 0.7600254416465759,
   "val_loss": 1.0977349281311035,
   "acc": 63.58,
   "time": 39.417731626000204,
   "param": [
    {
     "p": 0.0820629820227623,
     "m": 1.0
    },
    {
     "p": 0.04311859980225563,
     "m": 1.0
    },
    {
     "p": 0.06791022419929504,
     "m": 1.0
    },
    {
     "p": 0.057081740349531174,
     "m": 1.0
    },
    {
     "p": 0.0895787850022316,
     "m": 1.0
    },
    {
     "p": 0.044164251536130905,
     "m": 1.0
    },
    {
     "p": 0.07641427963972092,
     "m": 1.0
    },
    {
     "p": 0.08961080759763718,
     "m": 1.0
    },
    {
     "p": 0.0699215829372406,
     "m": 1.0
    },
    {
     "p": 0.08560200780630112,
     "m": 1.0
    },
    {
     "p": 0.09018311649560928,
     "m": 1.0
    },
    {
     "p": 0.04657207429409027,
     "m": 1.0
    },
    {
     "p": 0.07032966613769531,
     "m": 1.0
    },
    {
     "p": 0.03992888703942299,
     "m": 1.0
    },
    {
     "p": 0.04752107337117195,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 0.49175214767456055,
   "val_loss": 1.1542065143585205,
   "acc": 64.4,
   "time": 40.244200079000166,
   "param": [
    {
     "p": 0.08283808082342148,
     "m": 1.0
    },
    {
     "p": 0.045792557299137115,
     "m": 1.0
    },
    {
     "p": 0.06786113977432251,
     "m": 1.0
    },
    {
     "p": 0.05615322291851044,
     "m": 1.0
    },
    {
     "p": 0.09034804254770279,
     "m": 1.0
    },
    {
     "p": 0.04652535915374756,
     "m": 1.0
    },
    {
     "p": 0.07540075480937958,
     "m": 1.0
    },
    {
     "p": 0.08969156444072723,
     "m": 1.0
    },
    {
     "p": 0.07031522691249847,
     "m": 1.0
    },
    {
     "p": 0.08101285248994827,
     "m": 1.0
    },
    {
     "p": 0.09109850227832794,
     "m": 1.0
    },
    {
     "p": 0.047022558748722076,
     "m": 1.0
    },
    {
     "p": 0.07140376418828964,
     "m": 1.0
    },
    {
     "p": 0.03795244172215462,
     "m": 1.0
    },
    {
     "p": 0.046583935618400574,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 0.7484831809997559,
   "val_loss": 1.054932713508606,
   "acc": 64.3,
   "time": 43.47420188499996,
   "param": [
    {
     "p": 0.08164428919553757,
     "m": 1.0
    },
    {
     "p": 0.04730512201786041,
     "m": 1.0
    },
    {
     "p": 0.06873632967472076,
     "m": 1.0
    },
    {
     "p": 0.0536966398358345,
     "m": 1.0
    },
    {
     "p": 0.08943185210227966,
     "m": 1.0
    },
    {
     "p": 0.05051875859498978,
     "m": 1.0
    },
    {
     "p": 0.07623749226331711,
     "m": 1.0
    },
    {
     "p": 0.08768965303897858,
     "m": 1.0
    },
    {
     "p": 0.06973285973072052,
     "m": 1.0
    },
    {
     "p": 0.0801583081483841,
     "m": 1.0
    },
    {
     "p": 0.09081753343343735,
     "m": 1.0
    },
    {
     "p": 0.045562658458948135,
     "m": 1.0
    },
    {
     "p": 0.07656154781579971,
     "m": 1.0
    },
    {
     "p": 0.03611572086811066,
     "m": 1.0
    },
    {
     "p": 0.04579125717282295,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 0.6923837065696716,
   "val_loss": 1.0367889404296875,
   "acc": 64.61,
   "time": 44.5417223500001,
   "param": [
    {
     "p": 0.08083873242139816,
     "m": 1.0
    },
    {
     "p": 0.04851829260587692,
     "m": 1.0
    },
    {
     "p": 0.0670214369893074,
     "m": 1.0
    },
    {
     "p": 0.05314110964536667,
     "m": 1.0
    },
    {
     "p": 0.08959324657917023,
     "m": 1.0
    },
    {
     "p": 0.0522967129945755,
     "m": 1.0
    },
    {
     "p": 0.07749458402395248,
     "m": 1.0
    },
    {
     "p": 0.08693083375692368,
     "m": 1.0
    },
    {
     "p": 0.06937487423419952,
     "m": 1.0
    },
    {
     "p": 0.07919132709503174,
     "m": 1.0
    },
    {
     "p": 0.09073448181152344,
     "m": 1.0
    },
    {
     "p": 0.04447804018855095,
     "m": 1.0
    },
    {
     "p": 0.08026564866304398,
     "m": 1.0
    },
    {
     "p": 0.03495706245303154,
     "m": 1.0
    },
    {
     "p": 0.045163653790950775,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 0.5234447121620178,
   "val_loss": 0.9924664497375488,
   "acc": 64.68,
   "time": 42.514759368999876,
   "param": [
    {
     "p": 0.07749176025390625,
     "m": 1.0
    },
    {
     "p": 0.05111493915319443,
     "m": 1.0
    },
    {
     "p": 0.06736910343170166,
     "m": 1.0
    },
    {
     "p": 0.05069567263126373,
     "m": 1.0
    },
    {
     "p": 0.09055627882480621,
     "m": 1.0
    },
    {
     "p": 0.053849902004003525,
     "m": 1.0
    },
    {
     "p": 0.0792028158903122,
     "m": 1.0
    },
    {
     "p": 0.08735475689172745,
     "m": 1.0
    },
    {
     "p": 0.06800974905490875,
     "m": 1.0
    },
    {
     "p": 0.07787972688674927,
     "m": 1.0
    },
    {
     "p": 0.08667854219675064,
     "m": 1.0
    },
    {
     "p": 0.04595303535461426,
     "m": 1.0
    },
    {
     "p": 0.08158322423696518,
     "m": 1.0
    },
    {
     "p": 0.035715676844120026,
     "m": 1.0
    },
    {
     "p": 0.046544771641492844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.6886771321296692,
   "val_loss": 1.0644644498825073,
   "acc": 64.54,
   "time": 43.83955803799995,
   "param": [
    {
     "p": 0.07451373338699341,
     "m": 1.0
    },
    {
     "p": 0.05113590136170387,
     "m": 1.0
    },
    {
     "p": 0.06820894032716751,
     "m": 1.0
    },
    {
     "p": 0.04996785521507263,
     "m": 1.0
    },
    {
     "p": 0.09155765920877457,
     "m": 1.0
    },
    {
     "p": 0.056524813175201416,
     "m": 1.0
    },
    {
     "p": 0.08063454926013947,
     "m": 1.0
    },
    {
     "p": 0.08565329015254974,
     "m": 1.0
    },
    {
     "p": 0.06784376502037048,
     "m": 1.0
    },
    {
     "p": 0.07701870799064636,
     "m": 1.0
    },
    {
     "p": 0.08414027094841003,
     "m": 1.0
    },
    {
     "p": 0.047142405062913895,
     "m": 1.0
    },
    {
     "p": 0.08293478190898895,
     "m": 1.0
    },
    {
     "p": 0.035820282995700836,
     "m": 1.0
    },
    {
     "p": 0.04690305143594742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 0.38344335556030273,
   "val_loss": 1.0929797887802124,
   "acc": 64.9,
   "time": 41.604652662000035,
   "param": [
    {
     "p": 0.07331832498311996,
     "m": 1.0
    },
    {
     "p": 0.05322466418147087,
     "m": 1.0
    },
    {
     "p": 0.06762433052062988,
     "m": 1.0
    },
    {
     "p": 0.04952426999807358,
     "m": 1.0
    },
    {
     "p": 0.0918474793434143,
     "m": 1.0
    },
    {
     "p": 0.05838771164417267,
     "m": 1.0
    },
    {
     "p": 0.08108136802911758,
     "m": 1.0
    },
    {
     "p": 0.08361919224262238,
     "m": 1.0
    },
    {
     "p": 0.0665222704410553,
     "m": 1.0
    },
    {
     "p": 0.07672571390867233,
     "m": 1.0
    },
    {
     "p": 0.08287659287452698,
     "m": 1.0
    },
    {
     "p": 0.04914585500955582,
     "m": 1.0
    },
    {
     "p": 0.08258156478404999,
     "m": 1.0
    },
    {
     "p": 0.03576605021953583,
     "m": 1.0
    },
    {
     "p": 0.04775463417172432,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.48880842328071594,
   "val_loss": 1.1928776502609253,
   "acc": 64.69,
   "time": 41.474128646000054,
   "param": [
    {
     "p": 0.07406803965568542,
     "m": 1.0
    },
    {
     "p": 0.05853106454014778,
     "m": 1.0
    },
    {
     "p": 0.06593765318393707,
     "m": 1.0
    },
    {
     "p": 0.04772353172302246,
     "m": 1.0
    },
    {
     "p": 0.09058086574077606,
     "m": 1.0
    },
    {
     "p": 0.05814610794186592,
     "m": 1.0
    },
    {
     "p": 0.08173584192991257,
     "m": 1.0
    },
    {
     "p": 0.0832269936800003,
     "m": 1.0
    },
    {
     "p": 0.06492724269628525,
     "m": 1.0
    },
    {
     "p": 0.0773698166012764,
     "m": 1.0
    },
    {
     "p": 0.0820450484752655,
     "m": 1.0
    },
    {
     "p": 0.05060147866606712,
     "m": 1.0
    },
    {
     "p": 0.08130766451358795,
     "m": 1.0
    },
    {
     "p": 0.035519424825906754,
     "m": 1.0
    },
    {
     "p": 0.048279162496328354,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 0.6685398817062378,
   "val_loss": 1.2199221849441528,
   "acc": 64.75,
   "time": 42.2125219699999,
   "param": [
    {
     "p": 0.07536527514457703,
     "m": 1.0
    },
    {
     "p": 0.05888845771551132,
     "m": 1.0
    },
    {
     "p": 0.063489630818367,
     "m": 1.0
    },
    {
     "p": 0.04746856912970543,
     "m": 1.0
    },
    {
     "p": 0.08958519250154495,
     "m": 1.0
    },
    {
     "p": 0.057959385216236115,
     "m": 1.0
    },
    {
     "p": 0.08315775543451309,
     "m": 1.0
    },
    {
     "p": 0.08083225041627884,
     "m": 1.0
    },
    {
     "p": 0.06520689278841019,
     "m": 1.0
    },
    {
     "p": 0.07762979716062546,
     "m": 1.0
    },
    {
     "p": 0.08034294843673706,
     "m": 1.0
    },
    {
     "p": 0.05506431311368942,
     "m": 1.0
    },
    {
     "p": 0.07979126274585724,
     "m": 1.0
    },
    {
     "p": 0.03584669157862663,
     "m": 1.0
    },
    {
     "p": 0.04937153682112694,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 0.444000244140625,
   "val_loss": 1.1833759546279907,
   "acc": 65.23,
   "time": 42.03109822500005,
   "param": [
    {
     "p": 0.07550245523452759,
     "m": 1.0
    },
    {
     "p": 0.05629590526223183,
     "m": 1.0
    },
    {
     "p": 0.06155594810843468,
     "m": 1.0
    },
    {
     "p": 0.04659357666969299,
     "m": 1.0
    },
    {
     "p": 0.08957140892744064,
     "m": 1.0
    },
    {
     "p": 0.05916040018200874,
     "m": 1.0
    },
    {
     "p": 0.0835108533501625,
     "m": 1.0
    },
    {
     "p": 0.0833122506737709,
     "m": 1.0
    },
    {
     "p": 0.06582655757665634,
     "m": 1.0
    },
    {
     "p": 0.07731793075799942,
     "m": 1.0
    },
    {
     "p": 0.08030741661787033,
     "m": 1.0
    },
    {
     "p": 0.05794359743595123,
     "m": 1.0
    },
    {
     "p": 0.07945850491523743,
     "m": 1.0
    },
    {
     "p": 0.03462214022874832,
     "m": 1.0
    },
    {
     "p": 0.04902103170752525,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 0.4636097848415375,
   "val_loss": 1.1420931816101074,
   "acc": 63.6,
   "time": 43.47812120100002,
   "param": [
    {
     "p": 0.07734132558107376,
     "m": 1.0
    },
    {
     "p": 0.05250789597630501,
     "m": 1.0
    },
    {
     "p": 0.06009208783507347,
     "m": 1.0
    },
    {
     "p": 0.04767296463251114,
     "m": 1.0
    },
    {
     "p": 0.0900953859090805,
     "m": 1.0
    },
    {
     "p": 0.059307657182216644,
     "m": 1.0
    },
    {
     "p": 0.0855458527803421,
     "m": 1.0
    },
    {
     "p": 0.08537650108337402,
     "m": 1.0
    },
    {
     "p": 0.06663606315851212,
     "m": 1.0
    },
    {
     "p": 0.07669002562761307,
     "m": 1.0
    },
    {
     "p": 0.0803939700126648,
     "m": 1.0
    },
    {
     "p": 0.05552341416478157,
     "m": 1.0
    },
    {
     "p": 0.07979847490787506,
     "m": 1.0
    },
    {
     "p": 0.03572852537035942,
     "m": 1.0
    },
    {
     "p": 0.04728984087705612,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.4771074056625366,
   "val_loss": 1.370755672454834,
   "acc": 64.96,
   "time": 41.97077831200022,
   "param": [
    {
     "p": 0.07788550853729248,
     "m": 1.0
    },
    {
     "p": 0.051954131573438644,
     "m": 1.0
    },
    {
     "p": 0.06087648496031761,
     "m": 1.0
    },
    {
     "p": 0.04932473599910736,
     "m": 1.0
    },
    {
     "p": 0.0909256562590599,
     "m": 1.0
    },
    {
     "p": 0.056584496051073074,
     "m": 1.0
    },
    {
     "p": 0.08881545066833496,
     "m": 1.0
    },
    {
     "p": 0.08748748153448105,
     "m": 1.0
    },
    {
     "p": 0.06602361053228378,
     "m": 1.0
    },
    {
     "p": 0.07690766453742981,
     "m": 1.0
    },
    {
     "p": 0.07832211256027222,
     "m": 1.0
    },
    {
     "p": 0.05440039932727814,
     "m": 1.0
    },
    {
     "p": 0.08096751570701599,
     "m": 1.0
    },
    {
     "p": 0.03365107998251915,
     "m": 1.0
    },
    {
     "p": 0.04587353393435478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.6836630702018738,
   "val_loss": 1.3285702466964722,
   "acc": 64.76,
   "time": 41.51173042499977,
   "param": [
    {
     "p": 0.07806417346000671,
     "m": 1.0
    },
    {
     "p": 0.0544089749455452,
     "m": 1.0
    },
    {
     "p": 0.06414545327425003,
     "m": 1.0
    },
    {
     "p": 0.04991254210472107,
     "m": 1.0
    },
    {
     "p": 0.09237556159496307,
     "m": 1.0
    },
    {
     "p": 0.0541829876601696,
     "m": 1.0
    },
    {
     "p": 0.090033620595932,
     "m": 1.0
    },
    {
     "p": 0.0889514684677124,
     "m": 1.0
    },
    {
     "p": 0.06277668476104736,
     "m": 1.0
    },
    {
     "p": 0.0770515576004982,
     "m": 1.0
    },
    {
     "p": 0.07595077902078629,
     "m": 1.0
    },
    {
     "p": 0.05476071313023567,
     "m": 1.0
    },
    {
     "p": 0.08143136650323868,
     "m": 1.0
    },
    {
     "p": 0.03093954548239708,
     "m": 1.0
    },
    {
     "p": 0.04501459375023842,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.4032820761203766,
   "val_loss": 1.4378162622451782,
   "acc": 64.18,
   "time": 42.543625423999856,
   "param": [
    {
     "p": 0.07834165543317795,
     "m": 1.0
    },
    {
     "p": 0.05778582766652107,
     "m": 1.0
    },
    {
     "p": 0.06365279853343964,
     "m": 1.0
    },
    {
     "p": 0.05015772953629494,
     "m": 1.0
    },
    {
     "p": 0.09343971312046051,
     "m": 1.0
    },
    {
     "p": 0.053577348589897156,
     "m": 1.0
    },
    {
     "p": 0.090849369764328,
     "m": 1.0
    },
    {
     "p": 0.09041234850883484,
     "m": 1.0
    },
    {
     "p": 0.05990942195057869,
     "m": 1.0
    },
    {
     "p": 0.07698572427034378,
     "m": 1.0
    },
    {
     "p": 0.07557038962841034,
     "m": 1.0
    },
    {
     "p": 0.05381731316447258,
     "m": 1.0
    },
    {
     "p": 0.08077751845121384,
     "m": 1.0
    },
    {
     "p": 0.02948775328695774,
     "m": 1.0
    },
    {
     "p": 0.045235101133584976,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.4383135437965393,
   "val_loss": 0.9697956442832947,
   "acc": 64.78,
   "time": 42.18545835900022,
   "param": [
    {
     "p": 0.07776999473571777,
     "m": 1.0
    },
    {
     "p": 0.060464583337306976,
     "m": 1.0
    },
    {
     "p": 0.0641138032078743,
     "m": 1.0
    },
    {
     "p": 0.047305021435022354,
     "m": 1.0
    },
    {
     "p": 0.09481777250766754,
     "m": 1.0
    },
    {
     "p": 0.053611502051353455,
     "m": 1.0
    },
    {
     "p": 0.09070242941379547,
     "m": 1.0
    },
    {
     "p": 0.09106626361608505,
     "m": 1.0
    },
    {
     "p": 0.05787362903356552,
     "m": 1.0
    },
    {
     "p": 0.07685361057519913,
     "m": 1.0
    },
    {
     "p": 0.07653079926967621,
     "m": 1.0
    },
    {
     "p": 0.052829302847385406,
     "m": 1.0
    },
    {
     "p": 0.08193419873714447,
     "m": 1.0
    },
    {
     "p": 0.028559530153870583,
     "m": 1.0
    },
    {
     "p": 0.04556753858923912,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.38393333554267883,
   "val_loss": 1.3132938146591187,
   "acc": 64.64,
   "time": 41.44839789599973,
   "param": [
    {
     "p": 0.07794862240552902,
     "m": 1.0
    },
    {
     "p": 0.0624157190322876,
     "m": 1.0
    },
    {
     "p": 0.06498461216688156,
     "m": 1.0
    },
    {
     "p": 0.0482669472694397,
     "m": 1.0
    },
    {
     "p": 0.09526346623897552,
     "m": 1.0
    },
    {
     "p": 0.054088693112134933,
     "m": 1.0
    },
    {
     "p": 0.09137538075447083,
     "m": 1.0
    },
    {
     "p": 0.09219947457313538,
     "m": 1.0
    },
    {
     "p": 0.05884543061256409,
     "m": 1.0
    },
    {
     "p": 0.07657620310783386,
     "m": 1.0
    },
    {
     "p": 0.07609783858060837,
     "m": 1.0
    },
    {
     "p": 0.05075675621628761,
     "m": 1.0
    },
    {
     "p": 0.08141651749610901,
     "m": 1.0
    },
    {
     "p": 0.025874892249703407,
     "m": 1.0
    },
    {
     "p": 0.043889377266168594,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.459757000207901,
   "val_loss": 1.1657845973968506,
   "acc": 64.69,
   "time": 42.422819981999965,
   "param": [
    {
     "p": 0.07956038415431976,
     "m": 1.0
    },
    {
     "p": 0.0625825822353363,
     "m": 1.0
    },
    {
     "p": 0.06523182988166809,
     "m": 1.0
    },
    {
     "p": 0.04877011477947235,
     "m": 1.0
    },
    {
     "p": 0.0943855345249176,
     "m": 1.0
    },
    {
     "p": 0.05560701712965965,
     "m": 1.0
    },
    {
     "p": 0.09103535860776901,
     "m": 1.0
    },
    {
     "p": 0.09239589422941208,
     "m": 1.0
    },
    {
     "p": 0.06028708815574646,
     "m": 1.0
    },
    {
     "p": 0.07767920941114426,
     "m": 1.0
    },
    {
     "p": 0.07726600766181946,
     "m": 1.0
    },
    {
     "p": 0.04867733269929886,
     "m": 1.0
    },
    {
     "p": 0.07945715636014938,
     "m": 1.0
    },
    {
     "p": 0.024921195581555367,
     "m": 1.0
    },
    {
     "p": 0.04214326664805412,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.41576874256134033,
   "val_loss": 1.234072208404541,
   "acc": 64.6,
   "time": 41.79565750100028,
   "param": [
    {
     "p": 0.0793645977973938,
     "m": 1.0
    },
    {
     "p": 0.06243358924984932,
     "m": 1.0
    },
    {
     "p": 0.06201910600066185,
     "m": 1.0
    },
    {
     "p": 0.04866279289126396,
     "m": 1.0
    },
    {
     "p": 0.09397757053375244,
     "m": 1.0
    },
    {
     "p": 0.05743570998311043,
     "m": 1.0
    },
    {
     "p": 0.09199176728725433,
     "m": 1.0
    },
    {
     "p": 0.09151675552129745,
     "m": 1.0
    },
    {
     "p": 0.062235865741968155,
     "m": 1.0
    },
    {
     "p": 0.07970071583986282,
     "m": 1.0
    },
    {
     "p": 0.0766821876168251,
     "m": 1.0
    },
    {
     "p": 0.04764335975050926,
     "m": 1.0
    },
    {
     "p": 0.07667919248342514,
     "m": 1.0
    },
    {
     "p": 0.027028633281588554,
     "m": 1.0
    },
    {
     "p": 0.04262812063097954,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.5148490071296692,
   "val_loss": 1.1568689346313477,
   "acc": 63.71,
   "time": 41.297867032999875,
   "param": [
    {
     "p": 0.08008155226707458,
     "m": 1.0
    },
    {
     "p": 0.06234114244580269,
     "m": 1.0
    },
    {
     "p": 0.059151001274585724,
     "m": 1.0
    },
    {
     "p": 0.0474628321826458,
     "m": 1.0
    },
    {
     "p": 0.09399750828742981,
     "m": 1.0
    },
    {
     "p": 0.059314239770174026,
     "m": 1.0
    },
    {
     "p": 0.09217805415391922,
     "m": 1.0
    },
    {
     "p": 0.0902540385723114,
     "m": 1.0
    },
    {
     "p": 0.06420832872390747,
     "m": 1.0
    },
    {
     "p": 0.08094838261604309,
     "m": 1.0
    },
    {
     "p": 0.07623071223497391,
     "m": 1.0
    },
    {
     "p": 0.04686304181814194,
     "m": 1.0
    },
    {
     "p": 0.07752612233161926,
     "m": 1.0
    },
    {
     "p": 0.02813289500772953,
     "m": 1.0
    },
    {
     "p": 0.0413101390004158,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.4242378771305084,
   "val_loss": 1.321494698524475,
   "acc": 64.58,
   "time": 41.02547732699986,
   "param": [
    {
     "p": 0.08178164064884186,
     "m": 1.0
    },
    {
     "p": 0.058607667684555054,
     "m": 1.0
    },
    {
     "p": 0.05742756277322769,
     "m": 1.0
    },
    {
     "p": 0.046907391399145126,
     "m": 1.0
    },
    {
     "p": 0.09426344186067581,
     "m": 1.0
    },
    {
     "p": 0.05972825735807419,
     "m": 1.0
    },
    {
     "p": 0.0935281440615654,
     "m": 1.0
    },
    {
     "p": 0.09113775938749313,
     "m": 1.0
    },
    {
     "p": 0.06462415307760239,
     "m": 1.0
    },
    {
     "p": 0.08213350921869278,
     "m": 1.0
    },
    {
     "p": 0.07589079439640045,
     "m": 1.0
    },
    {
     "p": 0.049214158207178116,
     "m": 1.0
    },
    {
     "p": 0.07808582484722137,
     "m": 1.0
    },
    {
     "p": 0.026951821520924568,
     "m": 1.0
    },
    {
     "p": 0.03971779718995094,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.23218324780464172,
   "val_loss": 1.123656153678894,
   "acc": 64.86,
   "time": 42.51624365900034,
   "param": [
    {
     "p": 0.08196345716714859,
     "m": 1.0
    },
    {
     "p": 0.05607496574521065,
     "m": 1.0
    },
    {
     "p": 0.057454463094472885,
     "m": 1.0
    },
    {
     "p": 0.04639836773276329,
     "m": 1.0
    },
    {
     "p": 0.09397171437740326,
     "m": 1.0
    },
    {
     "p": 0.05651600658893585,
     "m": 1.0
    },
    {
     "p": 0.09524782001972198,
     "m": 1.0
    },
    {
     "p": 0.09007872641086578,
     "m": 1.0
    },
    {
     "p": 0.06413531303405762,
     "m": 1.0
    },
    {
     "p": 0.08303194493055344,
     "m": 1.0
    },
    {
     "p": 0.07413589954376221,
     "m": 1.0
    },
    {
     "p": 0.05150848999619484,
     "m": 1.0
    },
    {
     "p": 0.08049709349870682,
     "m": 1.0
    },
    {
     "p": 0.029873276129364967,
     "m": 1.0
    },
    {
     "p": 0.039112530648708344,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 0.28015053272247314,
   "val_loss": 1.4106487035751343,
   "acc": 65.63,
   "time": 40.98907820000022,
   "param": [
    {
     "p": 0.0803588330745697,
     "m": 1.0
    },
    {
     "p": 0.056541964411735535,
     "m": 1.0
    },
    {
     "p": 0.056060414761304855,
     "m": 1.0
    },
    {
     "p": 0.04685055464506149,
     "m": 1.0
    },
    {
     "p": 0.09390291571617126,
     "m": 1.0
    },
    {
     "p": 0.05544861778616905,
     "m": 1.0
    },
    {
     "p": 0.09414950013160706,
     "m": 1.0
    },
    {
     "p": 0.08946502208709717,
     "m": 1.0
    },
    {
     "p": 0.06288135051727295,
     "m": 1.0
    },
    {
     "p": 0.08249948173761368,
     "m": 1.0
    },
    {
     "p": 0.0724930539727211,
     "m": 1.0
    },
    {
     "p": 0.05566917359828949,
     "m": 1.0
    },
    {
     "p": 0.08038587123155594,
     "m": 1.0
    },
    {
     "p": 0.032506778836250305,
     "m": 1.0
    },
    {
     "p": 0.04078642651438713,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.4348815679550171,
   "val_loss": 1.199486255645752,
   "acc": 64.37,
   "time": 42.05179861100032,
   "param": [
    {
     "p": 0.07885950058698654,
     "m": 1.0
    },
    {
     "p": 0.058264169842004776,
     "m": 1.0
    },
    {
     "p": 0.05614173784852028,
     "m": 1.0
    },
    {
     "p": 0.04846527427434921,
     "m": 1.0
    },
    {
     "p": 0.09541958570480347,
     "m": 1.0
    },
    {
     "p": 0.05305037647485733,
     "m": 1.0
    },
    {
     "p": 0.09378358721733093,
     "m": 1.0
    },
    {
     "p": 0.08926253765821457,
     "m": 1.0
    },
    {
     "p": 0.06224118545651436,
     "m": 1.0
    },
    {
     "p": 0.08283371478319168,
     "m": 1.0
    },
    {
     "p": 0.07070275396108627,
     "m": 1.0
    },
    {
     "p": 0.05646296963095665,
     "m": 1.0
    },
    {
     "p": 0.08023148030042648,
     "m": 1.0
    },
    {
     "p": 0.03484416753053665,
     "m": 1.0
    },
    {
     "p": 0.039436887949705124,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.32432234287261963,
   "val_loss": 1.5819202661514282,
   "acc": 64.8,
   "time": 41.505822191000334,
   "param": [
    {
     "p": 0.07909754663705826,
     "m": 1.0
    },
    {
     "p": 0.05785340443253517,
     "m": 1.0
    },
    {
     "p": 0.05342370644211769,
     "m": 1.0
    },
    {
     "p": 0.04882916808128357,
     "m": 1.0
    },
    {
     "p": 0.0962175577878952,
     "m": 1.0
    },
    {
     "p": 0.052419569343328476,
     "m": 1.0
    },
    {
     "p": 0.09517036378383636,
     "m": 1.0
    },
    {
     "p": 0.0904725193977356,
     "m": 1.0
    },
    {
     "p": 0.059906329959630966,
     "m": 1.0
    },
    {
     "p": 0.08614648878574371,
     "m": 1.0
    },
    {
     "p": 0.0708099827170372,
     "m": 1.0
    },
    {
     "p": 0.05560281500220299,
     "m": 1.0
    },
    {
     "p": 0.08138085901737213,
     "m": 1.0
    },
    {
     "p": 0.03448854014277458,
     "m": 1.0
    },
    {
     "p": 0.038181256502866745,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.2336580604314804,
   "val_loss": 1.4733608961105347,
   "acc": 64.93,
   "time": 42.55280597299998,
   "param": [
    {
     "p": 0.07936428487300873,
     "m": 1.0
    },
    {
     "p": 0.05949125438928604,
     "m": 1.0
    },
    {
     "p": 0.05427372083067894,
     "m": 1.0
    },
    {
     "p": 0.04760843515396118,
     "m": 1.0
    },
    {
     "p": 0.094663605093956,
     "m": 1.0
    },
    {
     "p": 0.050249673426151276,
     "m": 1.0
    },
    {
     "p": 0.0955941304564476,
     "m": 1.0
    },
    {
     "p": 0.09179671108722687,
     "m": 1.0
    },
    {
     "p": 0.058150168508291245,
     "m": 1.0
    },
    {
     "p": 0.08716768771409988,
     "m": 1.0
    },
    {
     "p": 0.06958018988370895,
     "m": 1.0
    },
    {
     "p": 0.0574294775724411,
     "m": 1.0
    },
    {
     "p": 0.08170982450246811,
     "m": 1.0
    },
    {
     "p": 0.03462270274758339,
     "m": 1.0
    },
    {
     "p": 0.03829815611243248,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.2400156408548355,
   "val_loss": 1.1198595762252808,
   "acc": 64.6,
   "time": 41.952936889000284,
   "param": [
    {
     "p": 0.07983804494142532,
     "m": 1.0
    },
    {
     "p": 0.05967137962579727,
     "m": 1.0
    },
    {
     "p": 0.05581909045577049,
     "m": 1.0
    },
    {
     "p": 0.04573790356516838,
     "m": 1.0
    },
    {
     "p": 0.09220145642757416,
     "m": 1.0
    },
    {
     "p": 0.048423103988170624,
     "m": 1.0
    },
    {
     "p": 0.0958344116806984,
     "m": 1.0
    },
    {
     "p": 0.09073211997747421,
     "m": 1.0
    },
    {
     "p": 0.05807593837380409,
     "m": 1.0
    },
    {
     "p": 0.08870289474725723,
     "m": 1.0
    },
    {
     "p": 0.06887635588645935,
     "m": 1.0
    },
    {
     "p": 0.05857900530099869,
     "m": 1.0
    },
    {
     "p": 0.08149825036525726,
     "m": 1.0
    },
    {
     "p": 0.03823263570666313,
     "m": 1.0
    },
    {
     "p": 0.037777431309223175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.33282870054244995,
   "val_loss": 1.3272671699523926,
   "acc": 64.91,
   "time": 41.45526901199992,
   "param": [
    {
     "p": 0.0789947658777237,
     "m": 1.0
    },
    {
     "p": 0.06095129996538162,
     "m": 1.0
    },
    {
     "p": 0.05694923177361488,
     "m": 1.0
    },
    {
     "p": 0.0443759560585022,
     "m": 1.0
    },
    {
     "p": 0.09034448862075806,
     "m": 1.0
    },
    {
     "p": 0.04789996147155762,
     "m": 1.0
    },
    {
     "p": 0.09532193839550018,
     "m": 1.0
    },
    {
     "p": 0.09036224335432053,
     "m": 1.0
    },
    {
     "p": 0.05755351483821869,
     "m": 1.0
    },
    {
     "p": 0.08985718339681625,
     "m": 1.0
    },
    {
     "p": 0.06750395148992538,
     "m": 1.0
    },
    {
     "p": 0.05903468653559685,
     "m": 1.0
    },
    {
     "p": 0.08189673721790314,
     "m": 1.0
    },
    {
     "p": 0.041960954666137695,
     "m": 1.0
    },
    {
     "p": 0.03699309006333351,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.4179149866104126,
   "val_loss": 1.2024296522140503,
   "acc": 64.43,
   "time": 42.58894585100006,
   "param": [
    {
     "p": 0.08023036271333694,
     "m": 1.0
    },
    {
     "p": 0.060557447373867035,
     "m": 1.0
    },
    {
     "p": 0.05548052117228508,
     "m": 1.0
    },
    {
     "p": 0.045214664191007614,
     "m": 1.0
    },
    {
     "p": 0.08927010744810104,
     "m": 1.0
    },
    {
     "p": 0.04714424908161163,
     "m": 1.0
    },
    {
     "p": 0.09592283517122269,
     "m": 1.0
    },
    {
     "p": 0.09331837296485901,
     "m": 1.0
    },
    {
     "p": 0.0574091300368309,
     "m": 1.0
    },
    {
     "p": 0.09241877496242523,
     "m": 1.0
    },
    {
     "p": 0.06566675007343292,
     "m": 1.0
    },
    {
     "p": 0.05781547725200653,
     "m": 1.0
    },
    {
     "p": 0.08187846839427948,
     "m": 1.0
    },
    {
     "p": 0.042195335030555725,
     "m": 1.0
    },
    {
     "p": 0.03547756001353264,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.3113907277584076,
   "val_loss": 1.4133707284927368,
   "acc": 64.41,
   "time": 42.53189131199997,
   "param": [
    {
     "p": 0.08165846765041351,
     "m": 1.0
    },
    {
     "p": 0.0620364248752594,
     "m": 1.0
    },
    {
     "p": 0.05394726246595383,
     "m": 1.0
    },
    {
     "p": 0.04561048373579979,
     "m": 1.0
    },
    {
     "p": 0.08856315910816193,
     "m": 1.0
    },
    {
     "p": 0.04628600925207138,
     "m": 1.0
    },
    {
     "p": 0.09593530744314194,
     "m": 1.0
    },
    {
     "p": 0.09684769064188004,
     "m": 1.0
    },
    {
     "p": 0.0572468526661396,
     "m": 1.0
    },
    {
     "p": 0.09347346425056458,
     "m": 1.0
    },
    {
     "p": 0.0665934756398201,
     "m": 1.0
    },
    {
     "p": 0.05521785840392113,
     "m": 1.0
    },
    {
     "p": 0.08193487673997879,
     "m": 1.0
    },
    {
     "p": 0.03857240080833435,
     "m": 1.0
    },
    {
     "p": 0.036076296120882034,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 0.17899639904499054,
   "val_loss": 1.2211577892303467,
   "acc": 64.47,
   "time": 41.80039774299985,
   "param": [
    {
     "p": 0.08236172050237656,
     "m": 1.0
    },
    {
     "p": 0.05956492945551872,
     "m": 1.0
    },
    {
     "p": 0.05315305292606354,
     "m": 1.0
    },
    {
     "p": 0.04643798992037773,
     "m": 1.0
    },
    {
     "p": 0.08826028555631638,
     "m": 1.0
    },
    {
     "p": 0.04471822455525398,
     "m": 1.0
    },
    {
     "p": 0.09711505472660065,
     "m": 1.0
    },
    {
     "p": 0.09947951883077621,
     "m": 1.0
    },
    {
     "p": 0.05651911348104477,
     "m": 1.0
    },
    {
     "p": 0.09502299129962921,
     "m": 1.0
    },
    {
     "p": 0.0678245946764946,
     "m": 1.0
    },
    {
     "p": 0.05232309550046921,
     "m": 1.0
    },
    {
     "p": 0.08120202273130417,
     "m": 1.0
    },
    {
     "p": 0.037369564175605774,
     "m": 1.0
    },
    {
     "p": 0.03864777460694313,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.36359289288520813,
   "val_loss": 1.15489661693573,
   "acc": 64.08,
   "time": 43.21516743999973,
   "param": [
    {
     "p": 0.08360284566879272,
     "m": 1.0
    },
    {
     "p": 0.05530201643705368,
     "m": 1.0
    },
    {
     "p": 0.053406693041324615,
     "m": 1.0
    },
    {
     "p": 0.04769065976142883,
     "m": 1.0
    },
    {
     "p": 0.08794458210468292,
     "m": 1.0
    },
    {
     "p": 0.04436203092336655,
     "m": 1.0
    },
    {
     "p": 0.0998016819357872,
     "m": 1.0
    },
    {
     "p": 0.10021071135997772,
     "m": 1.0
    },
    {
     "p": 0.05540536344051361,
     "m": 1.0
    },
    {
     "p": 0.09528809040784836,
     "m": 1.0
    },
    {
     "p": 0.06897618621587753,
     "m": 1.0
    },
    {
     "p": 0.05123162642121315,
     "m": 1.0
    },
    {
     "p": 0.07942355424165726,
     "m": 1.0
    },
    {
     "p": 0.03720203414559364,
     "m": 1.0
    },
    {
     "p": 0.04015197232365608,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.4734267294406891,
   "val_loss": 1.4839930534362793,
   "acc": 65.26,
   "time": 40.01291292699989,
   "param": [
    {
     "p": 0.08525256812572479,
     "m": 1.0
    },
    {
     "p": 0.05334684997797012,
     "m": 1.0
    },
    {
     "p": 0.05318398028612137,
     "m": 1.0
    },
    {
     "p": 0.049009762704372406,
     "m": 1.0
    },
    {
     "p": 0.08819567412137985,
     "m": 1.0
    },
    {
     "p": 0.044771093875169754,
     "m": 1.0
    },
    {
     "p": 0.10278680920600891,
     "m": 1.0
    },
    {
     "p": 0.09980493783950806,
     "m": 1.0
    },
    {
     "p": 0.05387376993894577,
     "m": 1.0
    },
    {
     "p": 0.09376488626003265,
     "m": 1.0
    },
    {
     "p": 0.06911047548055649,
     "m": 1.0
    },
    {
     "p": 0.05010506883263588,
     "m": 1.0
    },
    {
     "p": 0.07863787561655045,
     "m": 1.0
    },
    {
     "p": 0.03746216744184494,
     "m": 1.0
    },
    {
     "p": 0.04069414734840393,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.1414899080991745,
   "val_loss": 1.3725152015686035,
   "acc": 64.98,
   "time": 39.140503295000144,
   "param": [
    {
     "p": 0.08637570589780807,
     "m": 1.0
    },
    {
     "p": 0.04920489341020584,
     "m": 1.0
    },
    {
     "p": 0.04943303018808365,
     "m": 1.0
    },
    {
     "p": 0.051898036152124405,
     "m": 1.0
    },
    {
     "p": 0.08913155645132065,
     "m": 1.0
    },
    {
     "p": 0.044764574617147446,
     "m": 1.0
    },
    {
     "p": 0.10619392991065979,
     "m": 1.0
    },
    {
     "p": 0.10080543905496597,
     "m": 1.0
    },
    {
     "p": 0.052131012082099915,
     "m": 1.0
    },
    {
     "p": 0.09401101619005203,
     "m": 1.0
    },
    {
     "p": 0.06852035224437714,
     "m": 1.0
    },
    {
     "p": 0.04962850734591484,
     "m": 1.0
    },
    {
     "p": 0.07927993685007095,
     "m": 1.0
    },
    {
     "p": 0.038634877651929855,
     "m": 1.0
    },
    {
     "p": 0.039987172931432724,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.4807552993297577,
   "val_loss": 1.2215638160705566,
   "acc": 65.04,
   "time": 41.965288031,
   "param": [
    {
     "p": 0.08801838755607605,
     "m": 1.0
    },
    {
     "p": 0.04897387698292732,
     "m": 1.0
    },
    {
     "p": 0.0494791604578495,
     "m": 1.0
    },
    {
     "p": 0.055144038051366806,
     "m": 1.0
    },
    {
     "p": 0.08868667483329773,
     "m": 1.0
    },
    {
     "p": 0.04372504726052284,
     "m": 1.0
    },
    {
     "p": 0.10793963074684143,
     "m": 1.0
    },
    {
     "p": 0.10106959939002991,
     "m": 1.0
    },
    {
     "p": 0.05140988528728485,
     "m": 1.0
    },
    {
     "p": 0.09383193403482437,
     "m": 1.0
    },
    {
     "p": 0.0683257207274437,
     "m": 1.0
    },
    {
     "p": 0.047453414648771286,
     "m": 1.0
    },
    {
     "p": 0.07598245143890381,
     "m": 1.0
    },
    {
     "p": 0.03923722356557846,
     "m": 1.0
    },
    {
     "p": 0.04072284698486328,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.2829936146736145,
   "val_loss": 1.3442604541778564,
   "acc": 64.81,
   "time": 41.98202910400005,
   "param": [
    {
     "p": 0.08815620094537735,
     "m": 1.0
    },
    {
     "p": 0.049456506967544556,
     "m": 1.0
    },
    {
     "p": 0.049588412046432495,
     "m": 1.0
    },
    {
     "p": 0.05741250142455101,
     "m": 1.0
    },
    {
     "p": 0.08826803416013718,
     "m": 1.0
    },
    {
     "p": 0.043665867298841476,
     "m": 1.0
    },
    {
     "p": 0.10693032294511795,
     "m": 1.0
    },
    {
     "p": 0.10013391077518463,
     "m": 1.0
    },
    {
     "p": 0.051548175513744354,
     "m": 1.0
    },
    {
     "p": 0.09375239163637161,
     "m": 1.0
    },
    {
     "p": 0.06655505299568176,
     "m": 1.0
    },
    {
     "p": 0.04817121848464012,
     "m": 1.0
    },
    {
     "p": 0.07414523512125015,
     "m": 1.0
    },
    {
     "p": 0.0424649715423584,
     "m": 1.0
    },
    {
     "p": 0.03975117579102516,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.23844344913959503,
   "val_loss": 1.4911493062973022,
   "acc": 64.09,
   "time": 41.55657311899995,
   "param": [
    {
     "p": 0.0861382707953453,
     "m": 1.0
    },
    {
     "p": 0.05065147578716278,
     "m": 1.0
    },
    {
     "p": 0.05058033764362335,
     "m": 1.0
    },
    {
     "p": 0.057367827743291855,
     "m": 1.0
    },
    {
     "p": 0.0874350517988205,
     "m": 1.0
    },
    {
     "p": 0.044404834508895874,
     "m": 1.0
    },
    {
     "p": 0.10635355114936829,
     "m": 1.0
    },
    {
     "p": 0.0981413722038269,
     "m": 1.0
    },
    {
     "p": 0.05227300152182579,
     "m": 1.0
    },
    {
     "p": 0.09517946094274521,
     "m": 1.0
    },
    {
     "p": 0.06443770229816437,
     "m": 1.0
    },
    {
     "p": 0.04938001185655594,
     "m": 1.0
    },
    {
     "p": 0.07417873293161392,
     "m": 1.0
    },
    {
     "p": 0.04389944672584534,
     "m": 1.0
    },
    {
     "p": 0.039578989148139954,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.1766437292098999,
   "val_loss": 1.4050575494766235,
   "acc": 64.23,
   "time": 42.488188874000116,
   "param": [
    {
     "p": 0.08606193959712982,
     "m": 1.0
    },
    {
     "p": 0.051156844943761826,
     "m": 1.0
    },
    {
     "p": 0.052587997168302536,
     "m": 1.0
    },
    {
     "p": 0.05635463446378708,
     "m": 1.0
    },
    {
     "p": 0.08629114925861359,
     "m": 1.0
    },
    {
     "p": 0.04421281814575195,
     "m": 1.0
    },
    {
     "p": 0.10687705129384995,
     "m": 1.0
    },
    {
     "p": 0.09681465476751328,
     "m": 1.0
    },
    {
     "p": 0.05385050177574158,
     "m": 1.0
    },
    {
     "p": 0.09585857391357422,
     "m": 1.0
    },
    {
     "p": 0.06457996368408203,
     "m": 1.0
    },
    {
     "p": 0.0490480437874794,
     "m": 1.0
    },
    {
     "p": 0.07456429302692413,
     "m": 1.0
    },
    {
     "p": 0.04227365925908089,
     "m": 1.0
    },
    {
     "p": 0.039467792958021164,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.1678067147731781,
   "val_loss": 1.5436376333236694,
   "acc": 65.24,
   "time": 42.88758412499965,
   "param": [
    {
     "p": 0.08692210167646408,
     "m": 1.0
    },
    {
     "p": 0.051674261689186096,
     "m": 1.0
    },
    {
     "p": 0.051666613668203354,
     "m": 1.0
    },
    {
     "p": 0.05435473471879959,
     "m": 1.0
    },
    {
     "p": 0.08812429755926132,
     "m": 1.0
    },
    {
     "p": 0.0435752309858799,
     "m": 1.0
    },
    {
     "p": 0.10867810249328613,
     "m": 1.0
    },
    {
     "p": 0.09736660867929459,
     "m": 1.0
    },
    {
     "p": 0.05240205302834511,
     "m": 1.0
    },
    {
     "p": 0.0965273380279541,
     "m": 1.0
    },
    {
     "p": 0.06500913202762604,
     "m": 1.0
    },
    {
     "p": 0.04800036922097206,
     "m": 1.0
    },
    {
     "p": 0.07617244124412537,
     "m": 1.0
    },
    {
     "p": 0.0412401407957077,
     "m": 1.0
    },
    {
     "p": 0.03828660771250725,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.34627649188041687,
   "val_loss": 1.7436209917068481,
   "acc": 64.89,
   "time": 42.961434907999774,
   "param": [
    {
     "p": 0.08835596591234207,
     "m": 1.0
    },
    {
     "p": 0.05093149468302727,
     "m": 1.0
    },
    {
     "p": 0.052316632121801376,
     "m": 1.0
    },
    {
     "p": 0.0508718341588974,
     "m": 1.0
    },
    {
     "p": 0.09048059582710266,
     "m": 1.0
    },
    {
     "p": 0.04419888183474541,
     "m": 1.0
    },
    {
     "p": 0.11044230312108994,
     "m": 1.0
    },
    {
     "p": 0.09969128668308258,
     "m": 1.0
    },
    {
     "p": 0.0502106137573719,
     "m": 1.0
    },
    {
     "p": 0.0955231711268425,
     "m": 1.0
    },
    {
     "p": 0.0646449625492096,
     "m": 1.0
    },
    {
     "p": 0.0481247752904892,
     "m": 1.0
    },
    {
     "p": 0.07743631303310394,
     "m": 1.0
    },
    {
     "p": 0.04066893085837364,
     "m": 1.0
    },
    {
     "p": 0.03610224276781082,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.15173345804214478,
   "val_loss": 1.6187174320220947,
   "acc": 64.72,
   "time": 41.66168445099993,
   "param": [
    {
     "p": 0.09049396961927414,
     "m": 1.0
    },
    {
     "p": 0.04665094241499901,
     "m": 1.0
    },
    {
     "p": 0.04993698000907898,
     "m": 1.0
    },
    {
     "p": 0.047795265913009644,
     "m": 1.0
    },
    {
     "p": 0.09225693345069885,
     "m": 1.0
    },
    {
     "p": 0.04489307105541229,
     "m": 1.0
    },
    {
     "p": 0.11367487162351608,
     "m": 1.0
    },
    {
     "p": 0.10232032090425491,
     "m": 1.0
    },
    {
     "p": 0.04966988041996956,
     "m": 1.0
    },
    {
     "p": 0.09497632086277008,
     "m": 1.0
    },
    {
     "p": 0.06568079441785812,
     "m": 1.0
    },
    {
     "p": 0.04745641350746155,
     "m": 1.0
    },
    {
     "p": 0.08021217584609985,
     "m": 1.0
    },
    {
     "p": 0.03962305933237076,
     "m": 1.0
    },
    {
     "p": 0.034359000623226166,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.22897818684577942,
   "val_loss": 1.6217572689056396,
   "acc": 65.37,
   "time": 41.87781626299966,
   "param": [
    {
     "p": 0.09070412069559097,
     "m": 1.0
    },
    {
     "p": 0.04303109645843506,
     "m": 1.0
    },
    {
     "p": 0.04976857826113701,
     "m": 1.0
    },
    {
     "p": 0.0477827824652195,
     "m": 1.0
    },
    {
     "p": 0.09342300146818161,
     "m": 1.0
    },
    {
     "p": 0.044287167489528656,
     "m": 1.0
    },
    {
     "p": 0.1166185736656189,
     "m": 1.0
    },
    {
     "p": 0.1046924963593483,
     "m": 1.0
    },
    {
     "p": 0.04792015627026558,
     "m": 1.0
    },
    {
     "p": 0.09408904612064362,
     "m": 1.0
    },
    {
     "p": 0.06576843559741974,
     "m": 1.0
    },
    {
     "p": 0.04657580703496933,
     "m": 1.0
    },
    {
     "p": 0.08160214871168137,
     "m": 1.0
    },
    {
     "p": 0.040577344596385956,
     "m": 1.0
    },
    {
     "p": 0.0331592783331871,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.3002760708332062,
   "val_loss": 1.180291771888733,
   "acc": 65.43,
   "time": 41.70545567199997,
   "param": [
    {
     "p": 0.09129711985588074,
     "m": 1.0
    },
    {
     "p": 0.039275068789720535,
     "m": 1.0
    },
    {
     "p": 0.051537785679101944,
     "m": 1.0
    },
    {
     "p": 0.04910096898674965,
     "m": 1.0
    },
    {
     "p": 0.09334288537502289,
     "m": 1.0
    },
    {
     "p": 0.04249325022101402,
     "m": 1.0
    },
    {
     "p": 0.11888657510280609,
     "m": 1.0
    },
    {
     "p": 0.10548356175422668,
     "m": 1.0
    },
    {
     "p": 0.04507093131542206,
     "m": 1.0
    },
    {
     "p": 0.09237419813871384,
     "m": 1.0
    },
    {
     "p": 0.06531102955341339,
     "m": 1.0
    },
    {
     "p": 0.045883528888225555,
     "m": 1.0
    },
    {
     "p": 0.08317986875772476,
     "m": 1.0
    },
    {
     "p": 0.042700883001089096,
     "m": 1.0
    },
    {
     "p": 0.03406228497624397,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.2656783163547516,
   "val_loss": 1.4372165203094482,
   "acc": 64.93,
   "time": 40.43710830500004,
   "param": [
    {
     "p": 0.09115419536828995,
     "m": 1.0
    },
    {
     "p": 0.03512211889028549,
     "m": 1.0
    },
    {
     "p": 0.05506560206413269,
     "m": 1.0
    },
    {
     "p": 0.05095948278903961,
     "m": 1.0
    },
    {
     "p": 0.0935700535774231,
     "m": 1.0
    },
    {
     "p": 0.04151064157485962,
     "m": 1.0
    },
    {
     "p": 0.12189587950706482,
     "m": 1.0
    },
    {
     "p": 0.10517219454050064,
     "m": 1.0
    },
    {
     "p": 0.042978424578905106,
     "m": 1.0
    },
    {
     "p": 0.09182973951101303,
     "m": 1.0
    },
    {
     "p": 0.06472770869731903,
     "m": 1.0
    },
    {
     "p": 0.04472939297556877,
     "m": 1.0
    },
    {
     "p": 0.08302034437656403,
     "m": 1.0
    },
    {
     "p": 0.04315808415412903,
     "m": 1.0
    },
    {
     "p": 0.03510603681206703,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.24564635753631592,
   "val_loss": 1.6153424978256226,
   "acc": 65.44,
   "time": 42.97006876100022,
   "param": [
    {
     "p": 0.09148553758859634,
     "m": 1.0
    },
    {
     "p": 0.03247736021876335,
     "m": 1.0
    },
    {
     "p": 0.05579683184623718,
     "m": 1.0
    },
    {
     "p": 0.0525069460272789,
     "m": 1.0
    },
    {
     "p": 0.09349644184112549,
     "m": 1.0
    },
    {
     "p": 0.04149589687585831,
     "m": 1.0
    },
    {
     "p": 0.12375834584236145,
     "m": 1.0
    },
    {
     "p": 0.10559988021850586,
     "m": 1.0
    },
    {
     "p": 0.041337765753269196,
     "m": 1.0
    },
    {
     "p": 0.0926283672451973,
     "m": 1.0
    },
    {
     "p": 0.06461875140666962,
     "m": 1.0
    },
    {
     "p": 0.045197147876024246,
     "m": 1.0
    },
    {
     "p": 0.08381570130586624,
     "m": 1.0
    },
    {
     "p": 0.03988635167479515,
     "m": 1.0
    },
    {
     "p": 0.035898659378290176,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.12575013935565948,
   "val_loss": 1.3369858264923096,
   "acc": 65.69,
   "time": 41.49972299299998,
   "param": [
    {
     "p": 0.09126908332109451,
     "m": 1.0
    },
    {
     "p": 0.032201461493968964,
     "m": 1.0
    },
    {
     "p": 0.05478249862790108,
     "m": 1.0
    },
    {
     "p": 0.05293884500861168,
     "m": 1.0
    },
    {
     "p": 0.09509797394275665,
     "m": 1.0
    },
    {
     "p": 0.04162033647298813,
     "m": 1.0
    },
    {
     "p": 0.12551242113113403,
     "m": 1.0
    },
    {
     "p": 0.10445813089609146,
     "m": 1.0
    },
    {
     "p": 0.04017602279782295,
     "m": 1.0
    },
    {
     "p": 0.09381221234798431,
     "m": 1.0
    },
    {
     "p": 0.06497901678085327,
     "m": 1.0
    },
    {
     "p": 0.04550483822822571,
     "m": 1.0
    },
    {
     "p": 0.08443328738212585,
     "m": 1.0
    },
    {
     "p": 0.038830749690532684,
     "m": 1.0
    },
    {
     "p": 0.03438306972384453,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.12051307410001755,
   "val_loss": 1.4970118999481201,
   "acc": 64.69,
   "time": 42.461263076999785,
   "param": [
    {
     "p": 0.0904848575592041,
     "m": 1.0
    },
    {
     "p": 0.03256961330771446,
     "m": 1.0
    },
    {
     "p": 0.053084373474121094,
     "m": 1.0
    },
    {
     "p": 0.05283233895897865,
     "m": 1.0
    },
    {
     "p": 0.0968225747346878,
     "m": 1.0
    },
    {
     "p": 0.041308075189590454,
     "m": 1.0
    },
    {
     "p": 0.12558339536190033,
     "m": 1.0
    },
    {
     "p": 0.10111640393733978,
     "m": 1.0
    },
    {
     "p": 0.039541758596897125,
     "m": 1.0
    },
    {
     "p": 0.09657275676727295,
     "m": 1.0
    },
    {
     "p": 0.06497194617986679,
     "m": 1.0
    },
    {
     "p": 0.043986640870571136,
     "m": 1.0
    },
    {
     "p": 0.08494366705417633,
     "m": 1.0
    },
    {
     "p": 0.04195250943303108,
     "m": 1.0
    },
    {
     "p": 0.03422899916768074,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.1706913411617279,
   "val_loss": 1.5709155797958374,
   "acc": 65.27,
   "time": 42.59777305699981,
   "param": [
    {
     "p": 0.0910329818725586,
     "m": 1.0
    },
    {
     "p": 0.034481536597013474,
     "m": 1.0
    },
    {
     "p": 0.051646068692207336,
     "m": 1.0
    },
    {
     "p": 0.052456583827733994,
     "m": 1.0
    },
    {
     "p": 0.09719771146774292,
     "m": 1.0
    },
    {
     "p": 0.04244864359498024,
     "m": 1.0
    },
    {
     "p": 0.1265861541032791,
     "m": 1.0
    },
    {
     "p": 0.09892763942480087,
     "m": 1.0
    },
    {
     "p": 0.03743606433272362,
     "m": 1.0
    },
    {
     "p": 0.09801865369081497,
     "m": 1.0
    },
    {
     "p": 0.06437017768621445,
     "m": 1.0
    },
    {
     "p": 0.04198303446173668,
     "m": 1.0
    },
    {
     "p": 0.0865764245390892,
     "m": 1.0
    },
    {
     "p": 0.04308164864778519,
     "m": 1.0
    },
    {
     "p": 0.033756695687770844,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.2502576410770416,
   "val_loss": 1.5397926568984985,
   "acc": 65.02,
   "time": 42.61491869600013,
   "param": [
    {
     "p": 0.09254471957683563,
     "m": 1.0
    },
    {
     "p": 0.032324034720659256,
     "m": 1.0
    },
    {
     "p": 0.04869376868009567,
     "m": 1.0
    },
    {
     "p": 0.04962952435016632,
     "m": 1.0
    },
    {
     "p": 0.0984397605061531,
     "m": 1.0
    },
    {
     "p": 0.044999148696660995,
     "m": 1.0
    },
    {
     "p": 0.12835842370986938,
     "m": 1.0
    },
    {
     "p": 0.10079942643642426,
     "m": 1.0
    },
    {
     "p": 0.03709797188639641,
     "m": 1.0
    },
    {
     "p": 0.09835559874773026,
     "m": 1.0
    },
    {
     "p": 0.06429199129343033,
     "m": 1.0
    },
    {
     "p": 0.03971009701490402,
     "m": 1.0
    },
    {
     "p": 0.08882113546133041,
     "m": 1.0
    },
    {
     "p": 0.04333405941724777,
     "m": 1.0
    },
    {
     "p": 0.03260035812854767,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.2219703197479248,
   "val_loss": 1.7811161279678345,
   "acc": 64.99,
   "time": 42.275961327999994,
   "param": [
    {
     "p": 0.09373463690280914,
     "m": 1.0
    },
    {
     "p": 0.03368283435702324,
     "m": 1.0
    },
    {
     "p": 0.049560368061065674,
     "m": 1.0
    },
    {
     "p": 0.045895446091890335,
     "m": 1.0
    },
    {
     "p": 0.09985360503196716,
     "m": 1.0
    },
    {
     "p": 0.046030495315790176,
     "m": 1.0
    },
    {
     "p": 0.13098853826522827,
     "m": 1.0
    },
    {
     "p": 0.0997767373919487,
     "m": 1.0
    },
    {
     "p": 0.03695214167237282,
     "m": 1.0
    },
    {
     "p": 0.09696604311466217,
     "m": 1.0
    },
    {
     "p": 0.06247701495885849,
     "m": 1.0
    },
    {
     "p": 0.038943663239479065,
     "m": 1.0
    },
    {
     "p": 0.09040828049182892,
     "m": 1.0
    },
    {
     "p": 0.04423438757658005,
     "m": 1.0
    },
    {
     "p": 0.03049577958881855,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.24094782769680023,
   "val_loss": 1.7130157947540283,
   "acc": 64.79,
   "time": 41.630333860000064,
   "param": [
    {
     "p": 0.09439901262521744,
     "m": 1.0
    },
    {
     "p": 0.03983552008867264,
     "m": 1.0
    },
    {
     "p": 0.04952402040362358,
     "m": 1.0
    },
    {
     "p": 0.04468526318669319,
     "m": 1.0
    },
    {
     "p": 0.09967661648988724,
     "m": 1.0
    },
    {
     "p": 0.04517032206058502,
     "m": 1.0
    },
    {
     "p": 0.13182853162288666,
     "m": 1.0
    },
    {
     "p": 0.09827961027622223,
     "m": 1.0
    },
    {
     "p": 0.036837492138147354,
     "m": 1.0
    },
    {
     "p": 0.09499835968017578,
     "m": 1.0
    },
    {
     "p": 0.0601276271045208,
     "m": 1.0
    },
    {
     "p": 0.0408339686691761,
     "m": 1.0
    },
    {
     "p": 0.090388223528862,
     "m": 1.0
    },
    {
     "p": 0.045131660997867584,
     "m": 1.0
    },
    {
     "p": 0.028283795341849327,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.14330115914344788,
   "val_loss": 1.2107552289962769,
   "acc": 64.81,
   "time": 41.04526733800003,
   "param": [
    {
     "p": 0.09605341404676437,
     "m": 1.0
    },
    {
     "p": 0.04391258582472801,
     "m": 1.0
    },
    {
     "p": 0.05098337307572365,
     "m": 1.0
    },
    {
     "p": 0.04386909306049347,
     "m": 1.0
    },
    {
     "p": 0.09973970800638199,
     "m": 1.0
    },
    {
     "p": 0.04419215768575668,
     "m": 1.0
    },
    {
     "p": 0.1326315701007843,
     "m": 1.0
    },
    {
     "p": 0.09618383646011353,
     "m": 1.0
    },
    {
     "p": 0.03596701845526695,
     "m": 1.0
    },
    {
     "p": 0.09498972445726395,
     "m": 1.0
    },
    {
     "p": 0.05924425274133682,
     "m": 1.0
    },
    {
     "p": 0.0408516526222229,
     "m": 1.0
    },
    {
     "p": 0.08809682726860046,
     "m": 1.0
    },
    {
     "p": 0.04461606964468956,
     "m": 1.0
    },
    {
     "p": 0.028668710961937904,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.16080033779144287,
   "val_loss": 1.5405547618865967,
   "acc": 64.83,
   "time": 40.24679183599983,
   "param": [
    {
     "p": 0.0990525484085083,
     "m": 1.0
    },
    {
     "p": 0.045363303273916245,
     "m": 1.0
    },
    {
     "p": 0.04858498275279999,
     "m": 1.0
    },
    {
     "p": 0.04535151273012161,
     "m": 1.0
    },
    {
     "p": 0.10095945745706558,
     "m": 1.0
    },
    {
     "p": 0.04333844780921936,
     "m": 1.0
    },
    {
     "p": 0.13343089818954468,
     "m": 1.0
    },
    {
     "p": 0.09483907371759415,
     "m": 1.0
    },
    {
     "p": 0.033864740282297134,
     "m": 1.0
    },
    {
     "p": 0.09529662132263184,
     "m": 1.0
    },
    {
     "p": 0.058508992195129395,
     "m": 1.0
    },
    {
     "p": 0.041587572544813156,
     "m": 1.0
    },
    {
     "p": 0.0879388302564621,
     "m": 1.0
    },
    {
     "p": 0.04320630431175232,
     "m": 1.0
    },
    {
     "p": 0.02867674082517624,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.1775253415107727,
   "val_loss": 1.3724305629730225,
   "acc": 64.8,
   "time": 40.888388060000125,
   "param": [
    {
     "p": 0.10101403295993805,
     "m": 1.0
    },
    {
     "p": 0.04853026941418648,
     "m": 1.0
    },
    {
     "p": 0.04503173753619194,
     "m": 1.0
    },
    {
     "p": 0.046480629593133926,
     "m": 1.0
    },
    {
     "p": 0.10212189704179764,
     "m": 1.0
    },
    {
     "p": 0.043216507881879807,
     "m": 1.0
    },
    {
     "p": 0.13351598381996155,
     "m": 1.0
    },
    {
     "p": 0.09527752548456192,
     "m": 1.0
    },
    {
     "p": 0.0322578065097332,
     "m": 1.0
    },
    {
     "p": 0.09388584643602371,
     "m": 1.0
    },
    {
     "p": 0.058135028928518295,
     "m": 1.0
    },
    {
     "p": 0.043046265840530396,
     "m": 1.0
    },
    {
     "p": 0.08840720355510712,
     "m": 1.0
    },
    {
     "p": 0.040361352264881134,
     "m": 1.0
    },
    {
     "p": 0.028717901557683945,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.1719665229320526,
   "val_loss": 1.5828380584716797,
   "acc": 64.62,
   "time": 42.712641260000055,
   "param": [
    {
     "p": 0.10263658314943314,
     "m": 1.0
    },
    {
     "p": 0.04971098154783249,
     "m": 1.0
    },
    {
     "p": 0.04239867255091667,
     "m": 1.0
    },
    {
     "p": 0.04673762992024422,
     "m": 1.0
    },
    {
     "p": 0.10294631868600845,
     "m": 1.0
    },
    {
     "p": 0.04271231219172478,
     "m": 1.0
    },
    {
     "p": 0.1339574158191681,
     "m": 1.0
    },
    {
     "p": 0.0948663130402565,
     "m": 1.0
    },
    {
     "p": 0.031495314091444016,
     "m": 1.0
    },
    {
     "p": 0.09208061546087265,
     "m": 1.0
    },
    {
     "p": 0.0576869398355484,
     "m": 1.0
    },
    {
     "p": 0.043932586908340454,
     "m": 1.0
    },
    {
     "p": 0.09043458104133606,
     "m": 1.0
    },
    {
     "p": 0.03705890476703644,
     "m": 1.0
    },
    {
     "p": 0.031344808638095856,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.14197301864624023,
   "val_loss": 1.4581575393676758,
   "acc": 65.02,
   "time": 40.74782043100004,
   "param": [
    {
     "p": 0.10391189157962799,
     "m": 1.0
    },
    {
     "p": 0.04949696362018585,
     "m": 1.0
    },
    {
     "p": 0.04280928894877434,
     "m": 1.0
    },
    {
     "p": 0.04679238796234131,
     "m": 1.0
    },
    {
     "p": 0.10371068865060806,
     "m": 1.0
    },
    {
     "p": 0.042386338114738464,
     "m": 1.0
    },
    {
     "p": 0.13541407883167267,
     "m": 1.0
    },
    {
     "p": 0.0947040542960167,
     "m": 1.0
    },
    {
     "p": 0.031267017126083374,
     "m": 1.0
    },
    {
     "p": 0.0895371362566948,
     "m": 1.0
    },
    {
     "p": 0.05738184601068497,
     "m": 1.0
    },
    {
     "p": 0.043112292885780334,
     "m": 1.0
    },
    {
     "p": 0.090503990650177,
     "m": 1.0
    },
    {
     "p": 0.03410809487104416,
     "m": 1.0
    },
    {
     "p": 0.0348639190196991,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.11292274296283722,
   "val_loss": 1.6081098318099976,
   "acc": 64.85,
   "time": 40.140756797999984,
   "param": [
    {
     "p": 0.10418419539928436,
     "m": 1.0
    },
    {
     "p": 0.04893866181373596,
     "m": 1.0
    },
    {
     "p": 0.047703709453344345,
     "m": 1.0
    },
    {
     "p": 0.045450907200574875,
     "m": 1.0
    },
    {
     "p": 0.10398311167955399,
     "m": 1.0
    },
    {
     "p": 0.04239487648010254,
     "m": 1.0
    },
    {
     "p": 0.13397276401519775,
     "m": 1.0
    },
    {
     "p": 0.0953756645321846,
     "m": 1.0
    },
    {
     "p": 0.03313877433538437,
     "m": 1.0
    },
    {
     "p": 0.08775056898593903,
     "m": 1.0
    },
    {
     "p": 0.05800789222121239,
     "m": 1.0
    },
    {
     "p": 0.04072278365492821,
     "m": 1.0
    },
    {
     "p": 0.08807672560214996,
     "m": 1.0
    },
    {
     "p": 0.0320155955851078,
     "m": 1.0
    },
    {
     "p": 0.03828386589884758,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.15734951198101044,
   "val_loss": 1.4378783702850342,
   "acc": 65.45,
   "time": 40.59114843899988,
   "param": [
    {
     "p": 0.10460010170936584,
     "m": 1.0
    },
    {
     "p": 0.04596584662795067,
     "m": 1.0
    },
    {
     "p": 0.047025542706251144,
     "m": 1.0
    },
    {
     "p": 0.04503363370895386,
     "m": 1.0
    },
    {
     "p": 0.10509571433067322,
     "m": 1.0
    },
    {
     "p": 0.041893500834703445,
     "m": 1.0
    },
    {
     "p": 0.13393038511276245,
     "m": 1.0
    },
    {
     "p": 0.0950821116566658,
     "m": 1.0
    },
    {
     "p": 0.034638334065675735,
     "m": 1.0
    },
    {
     "p": 0.08598867803812027,
     "m": 1.0
    },
    {
     "p": 0.05976172536611557,
     "m": 1.0
    },
    {
     "p": 0.04106416553258896,
     "m": 1.0
    },
    {
     "p": 0.08595345169305801,
     "m": 1.0
    },
    {
     "p": 0.03279781714081764,
     "m": 1.0
    },
    {
     "p": 0.041168924421072006,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.2515438497066498,
   "val_loss": 1.5837070941925049,
   "acc": 64.99,
   "time": 40.72661125700006,
   "param": [
    {
     "p": 0.10493963211774826,
     "m": 1.0
    },
    {
     "p": 0.04433633014559746,
     "m": 1.0
    },
    {
     "p": 0.044986970722675323,
     "m": 1.0
    },
    {
     "p": 0.0446951650083065,
     "m": 1.0
    },
    {
     "p": 0.10590910166501999,
     "m": 1.0
    },
    {
     "p": 0.04231556877493858,
     "m": 1.0
    },
    {
     "p": 0.13412317633628845,
     "m": 1.0
    },
    {
     "p": 0.09422063827514648,
     "m": 1.0
    },
    {
     "p": 0.0358763113617897,
     "m": 1.0
    },
    {
     "p": 0.08636921644210815,
     "m": 1.0
    },
    {
     "p": 0.05950549617409706,
     "m": 1.0
    },
    {
     "p": 0.04203607887029648,
     "m": 1.0
    },
    {
     "p": 0.08343228697776794,
     "m": 1.0
    },
    {
     "p": 0.034575674682855606,
     "m": 1.0
    },
    {
     "p": 0.04267829284071922,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.1731550544500351,
   "val_loss": 1.5377532243728638,
   "acc": 64.36,
   "time": 41.95582251900032,
   "param": [
    {
     "p": 0.10439444333314896,
     "m": 1.0
    },
    {
     "p": 0.04342080280184746,
     "m": 1.0
    },
    {
     "p": 0.046218547970056534,
     "m": 1.0
    },
    {
     "p": 0.04376253858208656,
     "m": 1.0
    },
    {
     "p": 0.10739737004041672,
     "m": 1.0
    },
    {
     "p": 0.04349277541041374,
     "m": 1.0
    },
    {
     "p": 0.13347364962100983,
     "m": 1.0
    },
    {
     "p": 0.09348777681589127,
     "m": 1.0
    },
    {
     "p": 0.03800981491804123,
     "m": 1.0
    },
    {
     "p": 0.08754079043865204,
     "m": 1.0
    },
    {
     "p": 0.058378782123327255,
     "m": 1.0
    },
    {
     "p": 0.04151594266295433,
     "m": 1.0
    },
    {
     "p": 0.08256640285253525,
     "m": 1.0
    },
    {
     "p": 0.035446248948574066,
     "m": 1.0
    },
    {
     "p": 0.04089399054646492,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.25657981634140015,
   "val_loss": 1.489567518234253,
   "acc": 64.15,
   "time": 42.20596729099998,
   "param": [
    {
     "p": 0.10597316920757294,
     "m": 1.0
    },
    {
     "p": 0.04433821886777878,
     "m": 1.0
    },
    {
     "p": 0.04681114852428436,
     "m": 1.0
    },
    {
     "p": 0.042797498404979706,
     "m": 1.0
    },
    {
     "p": 0.10806966572999954,
     "m": 1.0
    },
    {
     "p": 0.04337098076939583,
     "m": 1.0
    },
    {
     "p": 0.13479337096214294,
     "m": 1.0
    },
    {
     "p": 0.09235979616641998,
     "m": 1.0
    },
    {
     "p": 0.04016253352165222,
     "m": 1.0
    },
    {
     "p": 0.08891784399747849,
     "m": 1.0
    },
    {
     "p": 0.05850086361169815,
     "m": 1.0
    },
    {
     "p": 0.036259423941373825,
     "m": 1.0
    },
    {
     "p": 0.08331054449081421,
     "m": 1.0
    },
    {
     "p": 0.03493678942322731,
     "m": 1.0
    },
    {
     "p": 0.03939823806285858,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.1266225129365921,
   "val_loss": 1.6691077947616577,
   "acc": 65.51,
   "time": 42.58670766099931,
   "param": [
    {
     "p": 0.1092657521367073,
     "m": 1.0
    },
    {
     "p": 0.04607429355382919,
     "m": 1.0
    },
    {
     "p": 0.048099152743816376,
     "m": 1.0
    },
    {
     "p": 0.04262014105916023,
     "m": 1.0
    },
    {
     "p": 0.10804794728755951,
     "m": 1.0
    },
    {
     "p": 0.042905110865831375,
     "m": 1.0
    },
    {
     "p": 0.13717828691005707,
     "m": 1.0
    },
    {
     "p": 0.09150785207748413,
     "m": 1.0
    },
    {
     "p": 0.03880740702152252,
     "m": 1.0
    },
    {
     "p": 0.09195810556411743,
     "m": 1.0
    },
    {
     "p": 0.05873362347483635,
     "m": 1.0
    },
    {
     "p": 0.03193553164601326,
     "m": 1.0
    },
    {
     "p": 0.08338545262813568,
     "m": 1.0
    },
    {
     "p": 0.033918701112270355,
     "m": 1.0
    },
    {
     "p": 0.03556262329220772,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.12786534428596497,
   "val_loss": 1.3305164575576782,
   "acc": 65.31,
   "time": 41.61968551100017,
   "param": [
    {
     "p": 0.11187037825584412,
     "m": 1.0
    },
    {
     "p": 0.04635250195860863,
     "m": 1.0
    },
    {
     "p": 0.050532884895801544,
     "m": 1.0
    },
    {
     "p": 0.04175479710102081,
     "m": 1.0
    },
    {
     "p": 0.10923147946596146,
     "m": 1.0
    },
    {
     "p": 0.04265786334872246,
     "m": 1.0
    },
    {
     "p": 0.13961680233478546,
     "m": 1.0
    },
    {
     "p": 0.08825690299272537,
     "m": 1.0
    },
    {
     "p": 0.036654241383075714,
     "m": 1.0
    },
    {
     "p": 0.09552626311779022,
     "m": 1.0
    },
    {
     "p": 0.059983544051647186,
     "m": 1.0
    },
    {
     "p": 0.03048054501414299,
     "m": 1.0
    },
    {
     "p": 0.08397860825061798,
     "m": 1.0
    },
    {
     "p": 0.03300527110695839,
     "m": 1.0
    },
    {
     "p": 0.030097948387265205,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.2122502624988556,
   "val_loss": 1.2659229040145874,
   "acc": 64.24,
   "time": 42.185323340999275,
   "param": [
    {
     "p": 0.11380839347839355,
     "m": 1.0
    },
    {
     "p": 0.048131443560123444,
     "m": 1.0
    },
    {
     "p": 0.0495736300945282,
     "m": 1.0
    },
    {
     "p": 0.03975965827703476,
     "m": 1.0
    },
    {
     "p": 0.11121665686368942,
     "m": 1.0
    },
    {
     "p": 0.042038626968860626,
     "m": 1.0
    },
    {
     "p": 0.14097031950950623,
     "m": 1.0
    },
    {
     "p": 0.08552384376525879,
     "m": 1.0
    },
    {
     "p": 0.03597674146294594,
     "m": 1.0
    },
    {
     "p": 0.09611266106367111,
     "m": 1.0
    },
    {
     "p": 0.05912579596042633,
     "m": 1.0
    },
    {
     "p": 0.03009106032550335,
     "m": 1.0
    },
    {
     "p": 0.08396138995885849,
     "m": 1.0
    },
    {
     "p": 0.03629455342888832,
     "m": 1.0
    },
    {
     "p": 0.027415260672569275,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.15112587809562683,
   "val_loss": 1.5155776739120483,
   "acc": 64.61,
   "time": 42.517354171999614,
   "param": [
    {
     "p": 0.11430693417787552,
     "m": 1.0
    },
    {
     "p": 0.04700064659118652,
     "m": 1.0
    },
    {
     "p": 0.04817159101366997,
     "m": 1.0
    },
    {
     "p": 0.03864842653274536,
     "m": 1.0
    },
    {
     "p": 0.1123444214463234,
     "m": 1.0
    },
    {
     "p": 0.041963573545217514,
     "m": 1.0
    },
    {
     "p": 0.1430828869342804,
     "m": 1.0
    },
    {
     "p": 0.08633645623922348,
     "m": 1.0
    },
    {
     "p": 0.03507945314049721,
     "m": 1.0
    },
    {
     "p": 0.09503568708896637,
     "m": 1.0
    },
    {
     "p": 0.0588497519493103,
     "m": 1.0
    },
    {
     "p": 0.030103832483291626,
     "m": 1.0
    },
    {
     "p": 0.08419091254472733,
     "m": 1.0
    },
    {
     "p": 0.037965744733810425,
     "m": 1.0
    },
    {
     "p": 0.026919811964035034,
     "m": 1.0
    }
   ]
  }
 ]
}