{
 "Accuracy": 62.95,
 "Time": [
  5.769301582820003,
  0.04243549922376334
 ],
 "Device": "GeForce GTX 1080 Ti",
 "Param_names": [
  "Identity",
  "+Color",
  "-Color",
  "BadColor"
 ],
 "Log": [
  {
   "epoch": 1,
   "train_loss": 2.0799882411956787,
   "val_loss": 2.084932565689087,
   "acc": 24.64,
   "time": 5.930245985999999,
   "param": [
    {
     "p": 0.257312536239624,
     "m": 1.0
    },
    {
     "p": 0.2500784397125244,
     "m": 1.0
    },
    {
     "p": 0.2541279196739197,
     "m": 1.0
    },
    {
     "p": 0.23848111927509308,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 2,
   "train_loss": 2.022852659225464,
   "val_loss": 1.9419052600860596,
   "acc": 28.24,
   "time": 5.689065685999999,
   "param": [
    {
     "p": 0.26125118136405945,
     "m": 1.0
    },
    {
     "p": 0.2566295564174652,
     "m": 1.0
    },
    {
     "p": 0.25255081057548523,
     "m": 1.0
    },
    {
     "p": 0.2295684665441513,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 3,
   "train_loss": 1.6151816844940186,
   "val_loss": 1.759577989578247,
   "acc": 35.76,
   "time": 5.699090798,
   "param": [
    {
     "p": 0.2720263600349426,
     "m": 1.0
    },
    {
     "p": 0.2681405246257782,
     "m": 1.0
    },
    {
     "p": 0.25940072536468506,
     "m": 1.0
    },
    {
     "p": 0.2004324495792389,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 4,
   "train_loss": 1.6666970252990723,
   "val_loss": 1.7420936822891235,
   "acc": 38.13,
   "time": 5.704394849999996,
   "param": [
    {
     "p": 0.277671754360199,
     "m": 1.0
    },
    {
     "p": 0.28456416726112366,
     "m": 1.0
    },
    {
     "p": 0.27129030227661133,
     "m": 1.0
    },
    {
     "p": 0.16647370159626007,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 5,
   "train_loss": 1.7524425983428955,
   "val_loss": 1.6671315431594849,
   "acc": 42.68,
   "time": 5.7026983980000026,
   "param": [
    {
     "p": 0.2735680937767029,
     "m": 1.0
    },
    {
     "p": 0.28904563188552856,
     "m": 1.0
    },
    {
     "p": 0.2715505361557007,
     "m": 1.0
    },
    {
     "p": 0.1658356934785843,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 6,
   "train_loss": 1.290889859199524,
   "val_loss": 1.5899308919906616,
   "acc": 46.22,
   "time": 5.7129030279999995,
   "param": [
    {
     "p": 0.2767508327960968,
     "m": 1.0
    },
    {
     "p": 0.28604376316070557,
     "m": 1.0
    },
    {
     "p": 0.27576687932014465,
     "m": 1.0
    },
    {
     "p": 0.16143852472305298,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 7,
   "train_loss": 1.3849437236785889,
   "val_loss": 1.3731048107147217,
   "acc": 48.32,
   "time": 5.718933900000003,
   "param": [
    {
     "p": 0.2804332375526428,
     "m": 1.0
    },
    {
     "p": 0.2973852753639221,
     "m": 1.0
    },
    {
     "p": 0.27678823471069336,
     "m": 1.0
    },
    {
     "p": 0.1453932374715805,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 8,
   "train_loss": 1.499836802482605,
   "val_loss": 1.3405841588974,
   "acc": 50.43,
   "time": 5.727322260000001,
   "param": [
    {
     "p": 0.28713512420654297,
     "m": 1.0
    },
    {
     "p": 0.29706308245658875,
     "m": 1.0
    },
    {
     "p": 0.2811969518661499,
     "m": 1.0
    },
    {
     "p": 0.1346047818660736,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 9,
   "train_loss": 1.2197365760803223,
   "val_loss": 1.3559904098510742,
   "acc": 50.91,
   "time": 5.721532024000005,
   "param": [
    {
     "p": 0.2841375768184662,
     "m": 1.0
    },
    {
     "p": 0.2955700755119324,
     "m": 1.0
    },
    {
     "p": 0.2769499719142914,
     "m": 1.0
    },
    {
     "p": 0.14334248006343842,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 10,
   "train_loss": 1.1842806339263916,
   "val_loss": 1.357567310333252,
   "acc": 55.09,
   "time": 5.742739768999996,
   "param": [
    {
     "p": 0.2882162034511566,
     "m": 1.0
    },
    {
     "p": 0.2938297986984253,
     "m": 1.0
    },
    {
     "p": 0.2728203237056732,
     "m": 1.0
    },
    {
     "p": 0.1451336294412613,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 11,
   "train_loss": 1.3095306158065796,
   "val_loss": 1.2918529510498047,
   "acc": 53.9,
   "time": 5.733850726,
   "param": [
    {
     "p": 0.2916180491447449,
     "m": 1.0
    },
    {
     "p": 0.29710638523101807,
     "m": 1.0
    },
    {
     "p": 0.26457807421684265,
     "m": 1.0
    },
    {
     "p": 0.1466975063085556,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 12,
   "train_loss": 1.1703441143035889,
   "val_loss": 1.2915514707565308,
   "acc": 55.5,
   "time": 5.732438653000003,
   "param": [
    {
     "p": 0.2944379150867462,
     "m": 1.0
    },
    {
     "p": 0.29180458188056946,
     "m": 1.0
    },
    {
     "p": 0.25352317094802856,
     "m": 1.0
    },
    {
     "p": 0.16023434698581696,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 13,
   "train_loss": 1.2693461179733276,
   "val_loss": 1.3645026683807373,
   "acc": 52.12,
   "time": 5.723893322999999,
   "param": [
    {
     "p": 0.30460911989212036,
     "m": 1.0
    },
    {
     "p": 0.2881275415420532,
     "m": 1.0
    },
    {
     "p": 0.2509157657623291,
     "m": 1.0
    },
    {
     "p": 0.15634755790233612,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 14,
   "train_loss": 1.1670993566513062,
   "val_loss": 1.2314163446426392,
   "acc": 57.14,
   "time": 5.735954867999993,
   "param": [
    {
     "p": 0.30726706981658936,
     "m": 1.0
    },
    {
     "p": 0.28987917304039,
     "m": 1.0
    },
    {
     "p": 0.2628524601459503,
     "m": 1.0
    },
    {
     "p": 0.1400013267993927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 15,
   "train_loss": 1.1818902492523193,
   "val_loss": 1.3320741653442383,
   "acc": 55.35,
   "time": 5.730601658999987,
   "param": [
    {
     "p": 0.30577632784843445,
     "m": 1.0
    },
    {
     "p": 0.29170602560043335,
     "m": 1.0
    },
    {
     "p": 0.2652917504310608,
     "m": 1.0
    },
    {
     "p": 0.13722585141658783,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 16,
   "train_loss": 0.9811543822288513,
   "val_loss": 1.1495258808135986,
   "acc": 58.66,
   "time": 5.729964022999994,
   "param": [
    {
     "p": 0.3014661967754364,
     "m": 1.0
    },
    {
     "p": 0.2909323275089264,
     "m": 1.0
    },
    {
     "p": 0.25165122747421265,
     "m": 1.0
    },
    {
     "p": 0.15595021843910217,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 17,
   "train_loss": 0.9441317319869995,
   "val_loss": 1.2534373998641968,
   "acc": 59.31,
   "time": 5.726166930000005,
   "param": [
    {
     "p": 0.30298912525177,
     "m": 1.0
    },
    {
     "p": 0.2924082279205322,
     "m": 1.0
    },
    {
     "p": 0.2554653584957123,
     "m": 1.0
    },
    {
     "p": 0.14913736283779144,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 18,
   "train_loss": 1.126476764678955,
   "val_loss": 1.1378607749938965,
   "acc": 59.95,
   "time": 5.726353121999992,
   "param": [
    {
     "p": 0.3023231327533722,
     "m": 1.0
    },
    {
     "p": 0.28004568815231323,
     "m": 1.0
    },
    {
     "p": 0.26894599199295044,
     "m": 1.0
    },
    {
     "p": 0.14868512749671936,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 19,
   "train_loss": 0.8427062630653381,
   "val_loss": 1.2610470056533813,
   "acc": 59.79,
   "time": 5.742428974999996,
   "param": [
    {
     "p": 0.30379146337509155,
     "m": 1.0
    },
    {
     "p": 0.268428236246109,
     "m": 1.0
    },
    {
     "p": 0.2738877832889557,
     "m": 1.0
    },
    {
     "p": 0.15389253199100494,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 20,
   "train_loss": 0.9806931614875793,
   "val_loss": 1.1783194541931152,
   "acc": 61.1,
   "time": 5.737153928999987,
   "param": [
    {
     "p": 0.2982531189918518,
     "m": 1.0
    },
    {
     "p": 0.2669159471988678,
     "m": 1.0
    },
    {
     "p": 0.2596907615661621,
     "m": 1.0
    },
    {
     "p": 0.1751401275396347,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 21,
   "train_loss": 1.0476021766662598,
   "val_loss": 1.1916743516921997,
   "acc": 60.77,
   "time": 5.734093275000021,
   "param": [
    {
     "p": 0.2859998941421509,
     "m": 1.0
    },
    {
     "p": 0.2734411358833313,
     "m": 1.0
    },
    {
     "p": 0.24906201660633087,
     "m": 1.0
    },
    {
     "p": 0.19149690866470337,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 22,
   "train_loss": 0.9792463183403015,
   "val_loss": 1.1700798273086548,
   "acc": 61.55,
   "time": 5.736559350000022,
   "param": [
    {
     "p": 0.2675010561943054,
     "m": 1.0
    },
    {
     "p": 0.27735546231269836,
     "m": 1.0
    },
    {
     "p": 0.25380608439445496,
     "m": 1.0
    },
    {
     "p": 0.20133733749389648,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 23,
   "train_loss": 0.7303801774978638,
   "val_loss": 1.126729130744934,
   "acc": 61.97,
   "time": 5.764017118999988,
   "param": [
    {
     "p": 0.2622106075286865,
     "m": 1.0
    },
    {
     "p": 0.2798672318458557,
     "m": 1.0
    },
    {
     "p": 0.24919255077838898,
     "m": 1.0
    },
    {
     "p": 0.2087296098470688,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 24,
   "train_loss": 0.8193123936653137,
   "val_loss": 1.255847692489624,
   "acc": 61.0,
   "time": 5.7880479229999935,
   "param": [
    {
     "p": 0.2646547555923462,
     "m": 1.0
    },
    {
     "p": 0.2763710618019104,
     "m": 1.0
    },
    {
     "p": 0.24981851875782013,
     "m": 1.0
    },
    {
     "p": 0.20915566384792328,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 25,
   "train_loss": 0.7899432182312012,
   "val_loss": 1.1708301305770874,
   "acc": 60.45,
   "time": 5.774914755999987,
   "param": [
    {
     "p": 0.2685803472995758,
     "m": 1.0
    },
    {
     "p": 0.27668794989585876,
     "m": 1.0
    },
    {
     "p": 0.2520985007286072,
     "m": 1.0
    },
    {
     "p": 0.20263324677944183,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 26,
   "train_loss": 0.7110326886177063,
   "val_loss": 1.2106846570968628,
   "acc": 62.39,
   "time": 5.754828019000001,
   "param": [
    {
     "p": 0.2569792568683624,
     "m": 1.0
    },
    {
     "p": 0.2823510468006134,
     "m": 1.0
    },
    {
     "p": 0.25320127606391907,
     "m": 1.0
    },
    {
     "p": 0.20746839046478271,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 27,
   "train_loss": 0.7356601357460022,
   "val_loss": 1.1418813467025757,
   "acc": 61.55,
   "time": 5.76573430900001,
   "param": [
    {
     "p": 0.2542533278465271,
     "m": 1.0
    },
    {
     "p": 0.2952967882156372,
     "m": 1.0
    },
    {
     "p": 0.2618314027786255,
     "m": 1.0
    },
    {
     "p": 0.188618466258049,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 28,
   "train_loss": 0.8390534520149231,
   "val_loss": 1.1343040466308594,
   "acc": 62.35,
   "time": 5.758500359999999,
   "param": [
    {
     "p": 0.2497408092021942,
     "m": 1.0
    },
    {
     "p": 0.29665350914001465,
     "m": 1.0
    },
    {
     "p": 0.2687319815158844,
     "m": 1.0
    },
    {
     "p": 0.18487374484539032,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 29,
   "train_loss": 0.634120762348175,
   "val_loss": 1.3113435506820679,
   "acc": 62.02,
   "time": 5.752998847000015,
   "param": [
    {
     "p": 0.25069451332092285,
     "m": 1.0
    },
    {
     "p": 0.29733678698539734,
     "m": 1.0
    },
    {
     "p": 0.2712022364139557,
     "m": 1.0
    },
    {
     "p": 0.18076647818088531,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 30,
   "train_loss": 0.5069765448570251,
   "val_loss": 1.0895625352859497,
   "acc": 61.24,
   "time": 5.783849535000002,
   "param": [
    {
     "p": 0.26940879225730896,
     "m": 1.0
    },
    {
     "p": 0.28412875533103943,
     "m": 1.0
    },
    {
     "p": 0.28626906871795654,
     "m": 1.0
    },
    {
     "p": 0.16019341349601746,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 31,
   "train_loss": 0.4656085968017578,
   "val_loss": 1.1664577722549438,
   "acc": 61.61,
   "time": 5.753927691999991,
   "param": [
    {
     "p": 0.29190120100975037,
     "m": 1.0
    },
    {
     "p": 0.26516035199165344,
     "m": 1.0
    },
    {
     "p": 0.3215000331401825,
     "m": 1.0
    },
    {
     "p": 0.1214384138584137,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 32,
   "train_loss": 0.5629129409790039,
   "val_loss": 1.2160391807556152,
   "acc": 60.87,
   "time": 5.748491174999998,
   "param": [
    {
     "p": 0.317705899477005,
     "m": 1.0
    },
    {
     "p": 0.2531295716762543,
     "m": 1.0
    },
    {
     "p": 0.3318715989589691,
     "m": 1.0
    },
    {
     "p": 0.0972929373383522,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 33,
   "train_loss": 0.3795270323753357,
   "val_loss": 1.4791408777236938,
   "acc": 61.63,
   "time": 5.7483793919999755,
   "param": [
    {
     "p": 0.34803274273872375,
     "m": 1.0
    },
    {
     "p": 0.24455691874027252,
     "m": 1.0
    },
    {
     "p": 0.31935787200927734,
     "m": 1.0
    },
    {
     "p": 0.08805245906114578,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 34,
   "train_loss": 0.3816155791282654,
   "val_loss": 1.2775356769561768,
   "acc": 61.15,
   "time": 5.753655941000005,
   "param": [
    {
     "p": 0.36046281456947327,
     "m": 1.0
    },
    {
     "p": 0.24090337753295898,
     "m": 1.0
    },
    {
     "p": 0.297100305557251,
     "m": 1.0
    },
    {
     "p": 0.10153347998857498,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 35,
   "train_loss": 0.4218485951423645,
   "val_loss": 1.4972225427627563,
   "acc": 62.16,
   "time": 5.7408226799999795,
   "param": [
    {
     "p": 0.3598179519176483,
     "m": 1.0
    },
    {
     "p": 0.24046649038791656,
     "m": 1.0
    },
    {
     "p": 0.28587326407432556,
     "m": 1.0
    },
    {
     "p": 0.11384223401546478,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 36,
   "train_loss": 0.3955913186073303,
   "val_loss": 1.432948350906372,
   "acc": 61.6,
   "time": 5.75289195000002,
   "param": [
    {
     "p": 0.37054243683815,
     "m": 1.0
    },
    {
     "p": 0.23496729135513306,
     "m": 1.0
    },
    {
     "p": 0.2785896956920624,
     "m": 1.0
    },
    {
     "p": 0.11590058356523514,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 37,
   "train_loss": 0.19906850159168243,
   "val_loss": 1.5415328741073608,
   "acc": 61.84,
   "time": 5.761328898000045,
   "param": [
    {
     "p": 0.3780464231967926,
     "m": 1.0
    },
    {
     "p": 0.23032671213150024,
     "m": 1.0
    },
    {
     "p": 0.27063027024269104,
     "m": 1.0
    },
    {
     "p": 0.12099654227495193,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 38,
   "train_loss": 0.2961287200450897,
   "val_loss": 1.1684871912002563,
   "acc": 61.76,
   "time": 5.769402017000004,
   "param": [
    {
     "p": 0.3729228675365448,
     "m": 1.0
    },
    {
     "p": 0.23829789459705353,
     "m": 1.0
    },
    {
     "p": 0.2711390554904938,
     "m": 1.0
    },
    {
     "p": 0.1176401749253273,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 39,
   "train_loss": 0.29854100942611694,
   "val_loss": 1.6232024431228638,
   "acc": 60.99,
   "time": 5.774218193000024,
   "param": [
    {
     "p": 0.3722497224807739,
     "m": 1.0
    },
    {
     "p": 0.23570221662521362,
     "m": 1.0
    },
    {
     "p": 0.2716560959815979,
     "m": 1.0
    },
    {
     "p": 0.12039199471473694,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 40,
   "train_loss": 0.22272425889968872,
   "val_loss": 1.5103724002838135,
   "acc": 62.07,
   "time": 5.776683858000013,
   "param": [
    {
     "p": 0.3952385485172272,
     "m": 1.0
    },
    {
     "p": 0.23453135788440704,
     "m": 1.0
    },
    {
     "p": 0.2765296995639801,
     "m": 1.0
    },
    {
     "p": 0.0937003642320633,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 41,
   "train_loss": 0.2906095087528229,
   "val_loss": 1.8569416999816895,
   "acc": 61.92,
   "time": 5.781229994,
   "param": [
    {
     "p": 0.42746004462242126,
     "m": 1.0
    },
    {
     "p": 0.22747567296028137,
     "m": 1.0
    },
    {
     "p": 0.27446290850639343,
     "m": 1.0
    },
    {
     "p": 0.07060137391090393,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 42,
   "train_loss": 0.2643222510814667,
   "val_loss": 1.717929482460022,
   "acc": 61.3,
   "time": 5.76988148199996,
   "param": [
    {
     "p": 0.4525139331817627,
     "m": 1.0
    },
    {
     "p": 0.23734726011753082,
     "m": 1.0
    },
    {
     "p": 0.26985999941825867,
     "m": 1.0
    },
    {
     "p": 0.04027879983186722,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 43,
   "train_loss": 0.246907040476799,
   "val_loss": 1.6932884454727173,
   "acc": 61.4,
   "time": 5.770112094000012,
   "param": [
    {
     "p": 0.4295535385608673,
     "m": 1.0
    },
    {
     "p": 0.25169602036476135,
     "m": 1.0
    },
    {
     "p": 0.2421790212392807,
     "m": 1.0
    },
    {
     "p": 0.07657143473625183,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 44,
   "train_loss": 0.08716648072004318,
   "val_loss": 1.591434359550476,
   "acc": 60.79,
   "time": 5.773123161000001,
   "param": [
    {
     "p": 0.3961634337902069,
     "m": 1.0
    },
    {
     "p": 0.26310738921165466,
     "m": 1.0
    },
    {
     "p": 0.23446258902549744,
     "m": 1.0
    },
    {
     "p": 0.1062665730714798,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 45,
   "train_loss": 0.11198857426643372,
   "val_loss": 1.7134757041931152,
   "acc": 61.53,
   "time": 5.765432861999955,
   "param": [
    {
     "p": 0.3848060369491577,
     "m": 1.0
    },
    {
     "p": 0.28494998812675476,
     "m": 1.0
    },
    {
     "p": 0.22816437482833862,
     "m": 1.0
    },
    {
     "p": 0.10207958519458771,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 46,
   "train_loss": 0.32760825753211975,
   "val_loss": 1.726206660270691,
   "acc": 61.64,
   "time": 5.748219711000047,
   "param": [
    {
     "p": 0.38666123151779175,
     "m": 1.0
    },
    {
     "p": 0.3044600188732147,
     "m": 1.0
    },
    {
     "p": 0.21830928325653076,
     "m": 1.0
    },
    {
     "p": 0.09056947380304337,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 47,
   "train_loss": 0.10532718151807785,
   "val_loss": 2.02530837059021,
   "acc": 61.08,
   "time": 5.75475342499999,
   "param": [
    {
     "p": 0.40053316950798035,
     "m": 1.0
    },
    {
     "p": 0.32234883308410645,
     "m": 1.0
    },
    {
     "p": 0.21537409722805023,
     "m": 1.0
    },
    {
     "p": 0.06174389272928238,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 48,
   "train_loss": 0.141090527176857,
   "val_loss": 1.8361258506774902,
   "acc": 61.79,
   "time": 5.756178693000038,
   "param": [
    {
     "p": 0.40639206767082214,
     "m": 1.0
    },
    {
     "p": 0.32896390557289124,
     "m": 1.0
    },
    {
     "p": 0.20228436589241028,
     "m": 1.0
    },
    {
     "p": 0.062359683215618134,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 49,
   "train_loss": 0.06063408404588699,
   "val_loss": 1.8181434869766235,
   "acc": 61.53,
   "time": 5.749180900999988,
   "param": [
    {
     "p": 0.40085935592651367,
     "m": 1.0
    },
    {
     "p": 0.3388115167617798,
     "m": 1.0
    },
    {
     "p": 0.1865466982126236,
     "m": 1.0
    },
    {
     "p": 0.07378241419792175,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 50,
   "train_loss": 0.09439456462860107,
   "val_loss": 1.9167284965515137,
   "acc": 62.09,
   "time": 5.750170179999998,
   "param": [
    {
     "p": 0.4163725674152374,
     "m": 1.0
    },
    {
     "p": 0.328996479511261,
     "m": 1.0
    },
    {
     "p": 0.18224719166755676,
     "m": 1.0
    },
    {
     "p": 0.0723838061094284,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 51,
   "train_loss": 0.09893029928207397,
   "val_loss": 1.9020556211471558,
   "acc": 61.84,
   "time": 5.769511115,
   "param": [
    {
     "p": 0.42639827728271484,
     "m": 1.0
    },
    {
     "p": 0.3250417411327362,
     "m": 1.0
    },
    {
     "p": 0.1532001793384552,
     "m": 1.0
    },
    {
     "p": 0.09535982459783554,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 52,
   "train_loss": 0.041391704231500626,
   "val_loss": 1.9793245792388916,
   "acc": 62.27,
   "time": 5.775544400000001,
   "param": [
    {
     "p": 0.4624607563018799,
     "m": 1.0
    },
    {
     "p": 0.3176935911178589,
     "m": 1.0
    },
    {
     "p": 0.11688707023859024,
     "m": 1.0
    },
    {
     "p": 0.102958545088768,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 53,
   "train_loss": 0.057394202798604965,
   "val_loss": 2.365736961364746,
   "acc": 62.57,
   "time": 5.781687286999954,
   "param": [
    {
     "p": 0.47831568121910095,
     "m": 1.0
    },
    {
     "p": 0.307961106300354,
     "m": 1.0
    },
    {
     "p": 0.12462221086025238,
     "m": 1.0
    },
    {
     "p": 0.08910106122493744,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 54,
   "train_loss": 0.04257921129465103,
   "val_loss": 2.252454996109009,
   "acc": 61.92,
   "time": 5.776560605000043,
   "param": [
    {
     "p": 0.502321720123291,
     "m": 1.0
    },
    {
     "p": 0.30997511744499207,
     "m": 1.0
    },
    {
     "p": 0.11082808673381805,
     "m": 1.0
    },
    {
     "p": 0.07687503844499588,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 55,
   "train_loss": 0.01149230170994997,
   "val_loss": 2.5582211017608643,
   "acc": 62.5,
   "time": 5.766288596999971,
   "param": [
    {
     "p": 0.5344546437263489,
     "m": 1.0
    },
    {
     "p": 0.32409316301345825,
     "m": 1.0
    },
    {
     "p": 0.08599089086055756,
     "m": 1.0
    },
    {
     "p": 0.05546135827898979,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 56,
   "train_loss": 0.022156383842229843,
   "val_loss": 2.541224956512451,
   "acc": 62.89,
   "time": 5.768817968999997,
   "param": [
    {
     "p": 0.539781391620636,
     "m": 1.0
    },
    {
     "p": 0.3285875618457794,
     "m": 1.0
    },
    {
     "p": 0.08264923840761185,
     "m": 1.0
    },
    {
     "p": 0.04898178204894066,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 57,
   "train_loss": 0.010724873282015324,
   "val_loss": 2.2480502128601074,
   "acc": 62.51,
   "time": 5.748126374000037,
   "param": [
    {
     "p": 0.5563904643058777,
     "m": 1.0
    },
    {
     "p": 0.3383929431438446,
     "m": 1.0
    },
    {
     "p": 0.05745048075914383,
     "m": 1.0
    },
    {
     "p": 0.047766074538230896,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 58,
   "train_loss": 0.016891933977603912,
   "val_loss": 2.082965612411499,
   "acc": 62.6,
   "time": 5.753464865000012,
   "param": [
    {
     "p": 0.5649991035461426,
     "m": 1.0
    },
    {
     "p": 0.3500746488571167,
     "m": 1.0
    },
    {
     "p": 0.03377803415060043,
     "m": 1.0
    },
    {
     "p": 0.05114824324846268,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 59,
   "train_loss": 0.006339394953101873,
   "val_loss": 2.854290008544922,
   "acc": 62.84,
   "time": 5.74698105799996,
   "param": [
    {
     "p": 0.5731707811355591,
     "m": 1.0
    },
    {
     "p": 0.3572755455970764,
     "m": 1.0
    },
    {
     "p": 0.02045734040439129,
     "m": 1.0
    },
    {
     "p": 0.049096331000328064,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 60,
   "train_loss": 0.005302631761878729,
   "val_loss": 2.12884259223938,
   "acc": 62.6,
   "time": 5.743094213999996,
   "param": [
    {
     "p": 0.5848637223243713,
     "m": 1.0
    },
    {
     "p": 0.36768636107444763,
     "m": 1.0
    },
    {
     "p": 0.019237753003835678,
     "m": 1.0
    },
    {
     "p": 0.028212202712893486,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 61,
   "train_loss": 0.011690468527376652,
   "val_loss": 2.153052568435669,
   "acc": 62.65,
   "time": 5.750727831000006,
   "param": [
    {
     "p": 0.5666568875312805,
     "m": 1.0
    },
    {
     "p": 0.3633977174758911,
     "m": 1.0
    },
    {
     "p": 0.03451758623123169,
     "m": 1.0
    },
    {
     "p": 0.0354277528822422,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 62,
   "train_loss": 0.0024458596017211676,
   "val_loss": 2.4478330612182617,
   "acc": 62.81,
   "time": 5.7570520460000125,
   "param": [
    {
     "p": 0.592695951461792,
     "m": 1.0
    },
    {
     "p": 0.38216421008110046,
     "m": 1.0
    },
    {
     "p": 0.0055782790295779705,
     "m": 1.0
    },
    {
     "p": 0.019561482593417168,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 63,
   "train_loss": 0.011601547710597515,
   "val_loss": 2.3974602222442627,
   "acc": 61.98,
   "time": 5.743244782000033,
   "param": [
    {
     "p": 0.6165515184402466,
     "m": 1.0
    },
    {
     "p": 0.37725478410720825,
     "m": 1.0
    },
    {
     "p": 0.006193737033754587,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 64,
   "train_loss": 0.16587312519550323,
   "val_loss": 3.0678718090057373,
   "acc": 58.81,
   "time": 5.747521670999959,
   "param": [
    {
     "p": 0.5701538324356079,
     "m": 1.0
    },
    {
     "p": 0.35592955350875854,
     "m": 1.0
    },
    {
     "p": 0.04837881401181221,
     "m": 1.0
    },
    {
     "p": 0.02553774043917656,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 65,
   "train_loss": 0.1922631561756134,
   "val_loss": 2.1320013999938965,
   "acc": 60.46,
   "time": 5.747100957000043,
   "param": [
    {
     "p": 0.42154476046562195,
     "m": 1.0
    },
    {
     "p": 0.2962624728679657,
     "m": 1.0
    },
    {
     "p": 0.17043358087539673,
     "m": 1.0
    },
    {
     "p": 0.11175920814275742,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 66,
   "train_loss": 0.12450367957353592,
   "val_loss": 2.166179895401001,
   "acc": 61.6,
   "time": 5.752710620000016,
   "param": [
    {
     "p": 0.3336820900440216,
     "m": 1.0
    },
    {
     "p": 0.25668951869010925,
     "m": 1.0
    },
    {
     "p": 0.22514225542545319,
     "m": 1.0
    },
    {
     "p": 0.18448613584041595,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 67,
   "train_loss": 0.17096127569675446,
   "val_loss": 2.0618813037872314,
   "acc": 61.62,
   "time": 5.761157631000003,
   "param": [
    {
     "p": 0.30400243401527405,
     "m": 1.0
    },
    {
     "p": 0.2401706576347351,
     "m": 1.0
    },
    {
     "p": 0.24051517248153687,
     "m": 1.0
    },
    {
     "p": 0.2153117060661316,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 68,
   "train_loss": 0.13839061558246613,
   "val_loss": 1.8973323106765747,
   "acc": 61.29,
   "time": 5.758429593000017,
   "param": [
    {
     "p": 0.3075439929962158,
     "m": 1.0
    },
    {
     "p": 0.24099335074424744,
     "m": 1.0
    },
    {
     "p": 0.24674628674983978,
     "m": 1.0
    },
    {
     "p": 0.20471641421318054,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 69,
   "train_loss": 0.033960022032260895,
   "val_loss": 2.146368980407715,
   "acc": 61.27,
   "time": 5.767914590000032,
   "param": [
    {
     "p": 0.3059864640235901,
     "m": 1.0
    },
    {
     "p": 0.26203274726867676,
     "m": 1.0
    },
    {
     "p": 0.24410216510295868,
     "m": 1.0
    },
    {
     "p": 0.18787863850593567,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 70,
   "train_loss": 0.014155887998640537,
   "val_loss": 2.687878370285034,
   "acc": 61.62,
   "time": 5.769365445999995,
   "param": [
    {
     "p": 0.3088779151439667,
     "m": 1.0
    },
    {
     "p": 0.2725452184677124,
     "m": 1.0
    },
    {
     "p": 0.2359984964132309,
     "m": 1.0
    },
    {
     "p": 0.1825784593820572,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 71,
   "train_loss": 0.007235951256006956,
   "val_loss": 2.881941556930542,
   "acc": 62.15,
   "time": 5.77647839499997,
   "param": [
    {
     "p": 0.31662237644195557,
     "m": 1.0
    },
    {
     "p": 0.2771592438220978,
     "m": 1.0
    },
    {
     "p": 0.21190910041332245,
     "m": 1.0
    },
    {
     "p": 0.194309264421463,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 72,
   "train_loss": 0.01140107586979866,
   "val_loss": 2.5127460956573486,
   "acc": 61.77,
   "time": 5.764891616,
   "param": [
    {
     "p": 0.33058813214302063,
     "m": 1.0
    },
    {
     "p": 0.27763810753822327,
     "m": 1.0
    },
    {
     "p": 0.18751803040504456,
     "m": 1.0
    },
    {
     "p": 0.20425572991371155,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 73,
   "train_loss": 0.030944781377911568,
   "val_loss": 2.782304286956787,
   "acc": 62.05,
   "time": 5.769867164999994,
   "param": [
    {
     "p": 0.3460623323917389,
     "m": 1.0
    },
    {
     "p": 0.28669092059135437,
     "m": 1.0
    },
    {
     "p": 0.16684603691101074,
     "m": 1.0
    },
    {
     "p": 0.20040075480937958,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 74,
   "train_loss": 0.013543755747377872,
   "val_loss": 1.9883579015731812,
   "acc": 61.89,
   "time": 5.771310734999986,
   "param": [
    {
     "p": 0.35144612193107605,
     "m": 1.0
    },
    {
     "p": 0.2911677956581116,
     "m": 1.0
    },
    {
     "p": 0.18083858489990234,
     "m": 1.0
    },
    {
     "p": 0.17654751241207123,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 75,
   "train_loss": 0.011575493961572647,
   "val_loss": 1.9661039113998413,
   "acc": 62.3,
   "time": 5.7671619540000165,
   "param": [
    {
     "p": 0.3556757867336273,
     "m": 1.0
    },
    {
     "p": 0.30276820063591003,
     "m": 1.0
    },
    {
     "p": 0.1860949695110321,
     "m": 1.0
    },
    {
     "p": 0.15546105802059174,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 76,
   "train_loss": 0.0026857845950871706,
   "val_loss": 2.2868666648864746,
   "acc": 62.23,
   "time": 5.758917675000021,
   "param": [
    {
     "p": 0.364933580160141,
     "m": 1.0
    },
    {
     "p": 0.31446847319602966,
     "m": 1.0
    },
    {
     "p": 0.1669939160346985,
     "m": 1.0
    },
    {
     "p": 0.15360401570796967,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 77,
   "train_loss": 0.009173923172056675,
   "val_loss": 2.399590015411377,
   "acc": 62.39,
   "time": 5.760348148999924,
   "param": [
    {
     "p": 0.37172427773475647,
     "m": 1.0
    },
    {
     "p": 0.3203197717666626,
     "m": 1.0
    },
    {
     "p": 0.14583544433116913,
     "m": 1.0
    },
    {
     "p": 0.16212047636508942,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 78,
   "train_loss": 0.006817235611379147,
   "val_loss": 2.305102586746216,
   "acc": 62.52,
   "time": 5.751929708000034,
   "param": [
    {
     "p": 0.37933066487312317,
     "m": 1.0
    },
    {
     "p": 0.32581573724746704,
     "m": 1.0
    },
    {
     "p": 0.13365428149700165,
     "m": 1.0
    },
    {
     "p": 0.16119930148124695,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 79,
   "train_loss": 0.008691107854247093,
   "val_loss": 2.512760639190674,
   "acc": 62.15,
   "time": 5.804297441000017,
   "param": [
    {
     "p": 0.3939322531223297,
     "m": 1.0
    },
    {
     "p": 0.3303939998149872,
     "m": 1.0
    },
    {
     "p": 0.12186063826084137,
     "m": 1.0
    },
    {
     "p": 0.15381306409835815,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 80,
   "train_loss": 0.003265240229666233,
   "val_loss": 2.5105855464935303,
   "acc": 62.12,
   "time": 5.8880606870000065,
   "param": [
    {
     "p": 0.40623676776885986,
     "m": 1.0
    },
    {
     "p": 0.33680543303489685,
     "m": 1.0
    },
    {
     "p": 0.11004374921321869,
     "m": 1.0
    },
    {
     "p": 0.1469140499830246,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 81,
   "train_loss": 0.005382466595619917,
   "val_loss": 2.5176258087158203,
   "acc": 62.71,
   "time": 5.840370649000079,
   "param": [
    {
     "p": 0.4188949465751648,
     "m": 1.0
    },
    {
     "p": 0.34334641695022583,
     "m": 1.0
    },
    {
     "p": 0.0952509418129921,
     "m": 1.0
    },
    {
     "p": 0.14250770211219788,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 82,
   "train_loss": 0.004380621016025543,
   "val_loss": 2.792046546936035,
   "acc": 62.79,
   "time": 5.8651294050000615,
   "param": [
    {
     "p": 0.4351263642311096,
     "m": 1.0
    },
    {
     "p": 0.3557699918746948,
     "m": 1.0
    },
    {
     "p": 0.07050567865371704,
     "m": 1.0
    },
    {
     "p": 0.1385980099439621,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 83,
   "train_loss": 0.0008255655993707478,
   "val_loss": 3.1955373287200928,
   "acc": 62.83,
   "time": 5.794818168000006,
   "param": [
    {
     "p": 0.4525063633918762,
     "m": 1.0
    },
    {
     "p": 0.37035173177719116,
     "m": 1.0
    },
    {
     "p": 0.045849114656448364,
     "m": 1.0
    },
    {
     "p": 0.13129286468029022,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 84,
   "train_loss": 0.0010714941890910268,
   "val_loss": 2.7123467922210693,
   "acc": 62.81,
   "time": 5.824252257000012,
   "param": [
    {
     "p": 0.45789605379104614,
     "m": 1.0
    },
    {
     "p": 0.37620705366134644,
     "m": 1.0
    },
    {
     "p": 0.036315713077783585,
     "m": 1.0
    },
    {
     "p": 0.12958119809627533,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 85,
   "train_loss": 0.003406040370464325,
   "val_loss": 2.661339521408081,
   "acc": 62.72,
   "time": 5.8078141420000975,
   "param": [
    {
     "p": 0.46497899293899536,
     "m": 1.0
    },
    {
     "p": 0.3809419870376587,
     "m": 1.0
    },
    {
     "p": 0.025836816057562828,
     "m": 1.0
    },
    {
     "p": 0.12824216485023499,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 86,
   "train_loss": 0.0020186027977615595,
   "val_loss": 2.818483591079712,
   "acc": 62.72,
   "time": 5.7977638209999895,
   "param": [
    {
     "p": 0.48136332631111145,
     "m": 1.0
    },
    {
     "p": 0.3901277184486389,
     "m": 1.0
    },
    {
     "p": 0.009830630384385586,
     "m": 1.0
    },
    {
     "p": 0.11867838352918625,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 87,
   "train_loss": 0.001467617112211883,
   "val_loss": 2.97421932220459,
   "acc": 62.72,
   "time": 5.82015431100001,
   "param": [
    {
     "p": 0.4855373799800873,
     "m": 1.0
    },
    {
     "p": 0.3926672637462616,
     "m": 1.0
    },
    {
     "p": 0.00824001431465149,
     "m": 1.0
    },
    {
     "p": 0.113555409014225,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 88,
   "train_loss": 0.0021699571516364813,
   "val_loss": 2.4937167167663574,
   "acc": 62.84,
   "time": 5.7665207850000115,
   "param": [
    {
     "p": 0.4830116331577301,
     "m": 1.0
    },
    {
     "p": 0.3906536102294922,
     "m": 1.0
    },
    {
     "p": 0.024171071127057076,
     "m": 1.0
    },
    {
     "p": 0.10216367244720459,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 89,
   "train_loss": 0.003388783195987344,
   "val_loss": 2.310445785522461,
   "acc": 62.7,
   "time": 5.788973328999987,
   "param": [
    {
     "p": 0.4787730872631073,
     "m": 1.0
    },
    {
     "p": 0.3862206041812897,
     "m": 1.0
    },
    {
     "p": 0.03689679130911827,
     "m": 1.0
    },
    {
     "p": 0.09810944646596909,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 90,
   "train_loss": 0.0011310683330520988,
   "val_loss": 2.1984870433807373,
   "acc": 62.54,
   "time": 5.8350809139999456,
   "param": [
    {
     "p": 0.46637141704559326,
     "m": 1.0
    },
    {
     "p": 0.37593916058540344,
     "m": 1.0
    },
    {
     "p": 0.05958283320069313,
     "m": 1.0
    },
    {
     "p": 0.09810663014650345,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 91,
   "train_loss": 0.0016220485558733344,
   "val_loss": 3.2710912227630615,
   "acc": 62.62,
   "time": 5.806771149000042,
   "param": [
    {
     "p": 0.46955373883247375,
     "m": 1.0
    },
    {
     "p": 0.37984415888786316,
     "m": 1.0
    },
    {
     "p": 0.05015108734369278,
     "m": 1.0
    },
    {
     "p": 0.1004510447382927,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 92,
   "train_loss": 0.0009562773630023003,
   "val_loss": 2.4893925189971924,
   "acc": 62.78,
   "time": 5.843187521999994,
   "param": [
    {
     "p": 0.48287954926490784,
     "m": 1.0
    },
    {
     "p": 0.39079537987709045,
     "m": 1.0
    },
    {
     "p": 0.022550122812390327,
     "m": 1.0
    },
    {
     "p": 0.1037750244140625,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 93,
   "train_loss": 0.000893428164999932,
   "val_loss": 2.7541983127593994,
   "acc": 62.84,
   "time": 5.855408118000014,
   "param": [
    {
     "p": 0.4813299775123596,
     "m": 1.0
    },
    {
     "p": 0.38880234956741333,
     "m": 1.0
    },
    {
     "p": 0.028233779594302177,
     "m": 1.0
    },
    {
     "p": 0.10163391381502151,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 94,
   "train_loss": 0.0007711598300375044,
   "val_loss": 2.8458151817321777,
   "acc": 62.77,
   "time": 5.791300815999989,
   "param": [
    {
     "p": 0.47868913412094116,
     "m": 1.0
    },
    {
     "p": 0.38644441962242126,
     "m": 1.0
    },
    {
     "p": 0.0382959209382534,
     "m": 1.0
    },
    {
     "p": 0.09657050669193268,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 95,
   "train_loss": 0.0006824753363616765,
   "val_loss": 2.8137991428375244,
   "acc": 62.8,
   "time": 5.895445219000067,
   "param": [
    {
     "p": 0.48740890622138977,
     "m": 1.0
    },
    {
     "p": 0.3929574489593506,
     "m": 1.0
    },
    {
     "p": 0.02494772896170616,
     "m": 1.0
    },
    {
     "p": 0.09468590468168259,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 96,
   "train_loss": 0.0008439164375886321,
   "val_loss": 2.6239986419677734,
   "acc": 62.6,
   "time": 5.789552501000003,
   "param": [
    {
     "p": 0.49742624163627625,
     "m": 1.0
    },
    {
     "p": 0.40021631121635437,
     "m": 1.0
    },
    {
     "p": 0.009148531593382359,
     "m": 1.0
    },
    {
     "p": 0.09320888668298721,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 97,
   "train_loss": 0.0009592778515070677,
   "val_loss": 3.3211092948913574,
   "acc": 62.95,
   "time": 5.896128212000008,
   "param": [
    {
     "p": 0.4980446696281433,
     "m": 1.0
    },
    {
     "p": 0.40064680576324463,
     "m": 1.0
    },
    {
     "p": 0.004415611736476421,
     "m": 1.0
    },
    {
     "p": 0.09689287841320038,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 98,
   "train_loss": 0.0010117980418726802,
   "val_loss": 2.497260570526123,
   "acc": 62.74,
   "time": 5.789494441999977,
   "param": [
    {
     "p": 0.5023752450942993,
     "m": 1.0
    },
    {
     "p": 0.40471455454826355,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.09291020780801773,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 99,
   "train_loss": 0.0009493010002188385,
   "val_loss": 3.1137049198150635,
   "acc": 62.77,
   "time": 5.832681447999903,
   "param": [
    {
     "p": 0.5026885867118835,
     "m": 1.0
    },
    {
     "p": 0.4057314097881317,
     "m": 1.0
    },
    {
     "p": 0.0007902430952526629,
     "m": 1.0
    },
    {
     "p": 0.09078975021839142,
     "m": 1.0
    }
   ]
  },
  {
   "epoch": 100,
   "train_loss": 0.00048553565284237266,
   "val_loss": 2.9418580532073975,
   "acc": 62.71,
   "time": 5.8113851990000285,
   "param": [
    {
     "p": 0.5050716996192932,
     "m": 1.0
    },
    {
     "p": 0.40766578912734985,
     "m": 1.0
    },
    {
     "p": 0.0,
     "m": 1.0
    },
    {
     "p": 0.08726251125335693,
     "m": 1.0
    }
   ]
  }
 ]
}